From 260f84dc7d4980610a956628069daa178825a6ab Mon Sep 17 00:00:00 2001 From: AS Date: Mon, 13 Dec 2021 01:25:12 +0100 Subject: [PATCH 01/61] try myst --- ci/requirements/climpred-dev.yml | 1 + ci/requirements/docs_notebooks.yml | 1 + docs/source/conf.py | 9 ++++++++- docs/source/quick-start.ipynb | 22 ++++++++++++++++++++-- 4 files changed, 30 insertions(+), 3 deletions(-) diff --git a/ci/requirements/climpred-dev.yml b/ci/requirements/climpred-dev.yml index 63e073bef..360da4fba 100644 --- a/ci/requirements/climpred-dev.yml +++ b/ci/requirements/climpred-dev.yml @@ -6,6 +6,7 @@ dependencies: - python>=3.7 # Documentation - nbsphinx + - myst_nb - nbstripout - sphinx_rtd_theme - sphinx diff --git a/ci/requirements/docs_notebooks.yml b/ci/requirements/docs_notebooks.yml index ee098709f..2dd2000a0 100644 --- a/ci/requirements/docs_notebooks.yml +++ b/ci/requirements/docs_notebooks.yml @@ -8,6 +8,7 @@ dependencies: - jupyterlab - matplotlib-base - nbsphinx + - myst_nb - nbstripout - netcdf4 - numpy diff --git a/docs/source/conf.py b/docs/source/conf.py index 5d1eeb083..07f242e77 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -37,7 +37,8 @@ # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom # ones. extensions = [ - "nbsphinx", + # "nbsphinx", + "myst_nb", "sphinx.ext.autodoc", "sphinx.ext.autosummary", "sphinx.ext.extlinks", @@ -51,6 +52,10 @@ "IPython.sphinxext.ipython_console_highlighting", ] +# MyST config +myst_enable_extensions = ["amsmath", "colon_fence", "deflist", "html_image"] +myst_url_schemes = ("http", "https", "mailto") + # Cupybutton configuration # See: https://sphinx-copybutton.readthedocs.io/en/latest/ copybutton_prompt_text = r">>> |\.\.\. |\$ |In \[\d*\]: | {2,5}\.\.\.: | {5,8}: " @@ -103,3 +108,5 @@ # Should only be uncommented when testing page development while notebooks # are breaking. # nbsphinx_allow_errors = True + +nbsphinx_kernel_name = "climpred-dev" diff --git a/docs/source/quick-start.ipynb b/docs/source/quick-start.ipynb index 14e8c672f..af9108af8 100644 --- a/docs/source/quick-start.ipynb +++ b/docs/source/quick-start.ipynb @@ -6,11 +6,29 @@ "source": [ "# Quick Start\n", "\n", - "The easiest way to get up and running is to load in one of our example datasets (or load in some data of your own) and to convert them to either a [HindcastEnsemble](api/climpred.classes.HindcastEnsemble.html#climpred.classes.HindcastEnsemble) or [PerfectModelEnsemble](api/climpred.classes.PerfectModelEnsemble.html#climpred.classes.PerfectModelEnsemble) object.\n", + "The easiest way to get up and running is to load in one of our example datasets (or load in some data of your own) and to convert them to either a [{py:class}`~climpred.PredictionEnsemble`](api/climpred.classes.PredictionEnsemble.html#climpred.classes.PredictionEnsemble)\n", + "or\n", + "[{py:class}`~climpred.HindcastEnsemble`](api/climpred.classes.HindcastEnsemble.html#climpred.classes.HindcastEnsemble)\n", + "object.\n", "\n", "`climpred` provides various example datasets. See our [examples](examples.html) to see some analysis cases." ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "{py:class}`~climpred.PredictionEnsemble`\n", + "\n", + "[{py:class}`~climpred.PredictionEnsemble`](api/climpred.classes.PredictionEnsemble.html#climpred.classes.PredictionEnsemble)\n", + "\n", + "[{py:class}`~climpred.HindcastEnsemble`](api/climpred.classes.HindcastEnsemble.html#climpred.classes.HindcastEnsemble)\n", + "\n", + "[{py:meth}`~climpred.HindcastEnsemble.verify`](api/climpred.classes.HindcastEnsemble.verify.html#climpred.classes.HindcastEnsemble.verify)\n", + "\n", + "[{py:meth}`~climpred.PerfectModelEnsemble.verify`](api/climpred.classes.PerfectModelEnsemble.verify.html#climpred.classes.PerfectModelEnsemble.verify)" + ] + }, { "cell_type": "code", "execution_count": 1, @@ -1058,7 +1076,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.6" + "version": "3.7.10" }, "toc": { "base_numbering": 1, From 33aa1ba9fb76dcb606b0791cb80c3fd2f770ee35 Mon Sep 17 00:00:00 2001 From: AS Date: Mon, 13 Dec 2021 01:34:39 +0100 Subject: [PATCH 02/61] try myst --- ci/requirements/climpred-dev.yml | 2 +- ci/requirements/docs_notebooks.yml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/ci/requirements/climpred-dev.yml b/ci/requirements/climpred-dev.yml index 360da4fba..aae8b0dd4 100644 --- a/ci/requirements/climpred-dev.yml +++ b/ci/requirements/climpred-dev.yml @@ -6,7 +6,7 @@ dependencies: - python>=3.7 # Documentation - nbsphinx - - myst_nb + - myst-nb - nbstripout - sphinx_rtd_theme - sphinx diff --git a/ci/requirements/docs_notebooks.yml b/ci/requirements/docs_notebooks.yml index 2dd2000a0..67491126b 100644 --- a/ci/requirements/docs_notebooks.yml +++ b/ci/requirements/docs_notebooks.yml @@ -8,7 +8,7 @@ dependencies: - jupyterlab - matplotlib-base - nbsphinx - - myst_nb + - myst-nb - nbstripout - netcdf4 - numpy From dbcc4450487493babcd829786a0220e0f82c9795 Mon Sep 17 00:00:00 2001 From: AS Date: Mon, 13 Dec 2021 01:48:08 +0100 Subject: [PATCH 03/61] all use python3 kernel --- docs/source/alignment.ipynb | 2 +- docs/source/examples/decadal/Significance.ipynb | 2 +- .../decadal/diagnose-potential-predictability.ipynb | 2 +- .../decadal/perfect-model-predictability-demo.ipynb | 2 +- docs/source/examples/decadal/tropical-pacific-ssts.ipynb | 2 +- docs/source/examples/misc/climpred_gpu.ipynb | 6 +++--- docs/source/examples/misc/efficient_dask.ipynb | 6 +++--- docs/source/examples/misc/setup_your_own_data.ipynb | 6 +++--- docs/source/prediction-ensemble-object.ipynb | 2 +- docs/source/smoothing.ipynb | 2 +- 10 files changed, 16 insertions(+), 16 deletions(-) diff --git a/docs/source/alignment.ipynb b/docs/source/alignment.ipynb index 5c468967b..9b8f1be04 100644 --- a/docs/source/alignment.ipynb +++ b/docs/source/alignment.ipynb @@ -1524,7 +1524,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.6" + "version": "3.7.10" }, "varInspector": { "cols": { diff --git a/docs/source/examples/decadal/Significance.ipynb b/docs/source/examples/decadal/Significance.ipynb index db0789b95..dc6ab76fc 100644 --- a/docs/source/examples/decadal/Significance.ipynb +++ b/docs/source/examples/decadal/Significance.ipynb @@ -1657,7 +1657,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.12" + "version": "3.7.10" }, "varInspector": { "cols": { diff --git a/docs/source/examples/decadal/diagnose-potential-predictability.ipynb b/docs/source/examples/decadal/diagnose-potential-predictability.ipynb index f1fc7dfb7..651e1f6c7 100644 --- a/docs/source/examples/decadal/diagnose-potential-predictability.ipynb +++ b/docs/source/examples/decadal/diagnose-potential-predictability.ipynb @@ -828,7 +828,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.12" + "version": "3.7.10" }, "latex_envs": { "LaTeX_envs_menu_present": false, diff --git a/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb b/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb index 1610f0e7d..c52823202 100644 --- a/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb +++ b/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb @@ -889,7 +889,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.12" + "version": "3.7.10" }, "latex_envs": { "LaTeX_envs_menu_present": false, diff --git a/docs/source/examples/decadal/tropical-pacific-ssts.ipynb b/docs/source/examples/decadal/tropical-pacific-ssts.ipynb index a370d9324..b0bbe2262 100644 --- a/docs/source/examples/decadal/tropical-pacific-ssts.ipynb +++ b/docs/source/examples/decadal/tropical-pacific-ssts.ipynb @@ -893,7 +893,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.12" + "version": "3.7.10" }, "toc": { "base_numbering": 1, diff --git a/docs/source/examples/misc/climpred_gpu.ipynb b/docs/source/examples/misc/climpred_gpu.ipynb index a83242c57..119c0ffa8 100644 --- a/docs/source/examples/misc/climpred_gpu.ipynb +++ b/docs/source/examples/misc/climpred_gpu.ipynb @@ -281,9 +281,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:ML_gpu]", + "display_name": "Python 3", "language": "python", - "name": "conda-env-ML_gpu-py" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -295,7 +295,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.2" + "version": "3.7.10" } }, "nbformat": 4, diff --git a/docs/source/examples/misc/efficient_dask.ipynb b/docs/source/examples/misc/efficient_dask.ipynb index dd563faf0..64dcdd0ca 100644 --- a/docs/source/examples/misc/efficient_dask.ipynb +++ b/docs/source/examples/misc/efficient_dask.ipynb @@ -427,9 +427,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:climpred-dev] *", + "display_name": "Python 3", "language": "python", - "name": "conda-env-climpred-dev-py" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -441,7 +441,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.7.10" }, "latex_envs": { "LaTeX_envs_menu_present": false, diff --git a/docs/source/examples/misc/setup_your_own_data.ipynb b/docs/source/examples/misc/setup_your_own_data.ipynb index f7b790492..45ef07eab 100644 --- a/docs/source/examples/misc/setup_your_own_data.ipynb +++ b/docs/source/examples/misc/setup_your_own_data.ipynb @@ -714,9 +714,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:climpred-dev] *", + "display_name": "Python 3", "language": "python", - "name": "conda-env-climpred-dev-py" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -728,7 +728,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.7.10" }, "latex_envs": { "LaTeX_envs_menu_present": false, diff --git a/docs/source/prediction-ensemble-object.ipynb b/docs/source/prediction-ensemble-object.ipynb index 171b86f22..0939bddfd 100644 --- a/docs/source/prediction-ensemble-object.ipynb +++ b/docs/source/prediction-ensemble-object.ipynb @@ -1690,7 +1690,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.12" + "version": "3.7.10" }, "toc": { "base_numbering": 1, diff --git a/docs/source/smoothing.ipynb b/docs/source/smoothing.ipynb index c739d72b1..bf9f0d6e5 100644 --- a/docs/source/smoothing.ipynb +++ b/docs/source/smoothing.ipynb @@ -1129,7 +1129,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.12" + "version": "3.7.10" }, "latex_envs": { "LaTeX_envs_menu_present": false, From a3f369aaacca39f93291b54f6e21264963a78135 Mon Sep 17 00:00:00 2001 From: AS Date: Mon, 13 Dec 2021 01:49:24 +0100 Subject: [PATCH 04/61] env --- ci/requirements/docs.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/ci/requirements/docs.yml b/ci/requirements/docs.yml index cdd59b9ec..1039500b7 100644 --- a/ci/requirements/docs.yml +++ b/ci/requirements/docs.yml @@ -7,6 +7,7 @@ dependencies: - importlib_metadata - matplotlib-base - nbsphinx + - myst-nb - nc-time-axis>=1.4.0 - netcdf4 - sphinx From c7e63422f4471664be9b1ce739b62877caa3e4fa Mon Sep 17 00:00:00 2001 From: Aaron Spring Date: Mon, 13 Dec 2021 02:15:28 +0100 Subject: [PATCH 05/61] Update docs.yml --- ci/requirements/docs.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/ci/requirements/docs.yml b/ci/requirements/docs.yml index 1039500b7..4f993fad3 100644 --- a/ci/requirements/docs.yml +++ b/ci/requirements/docs.yml @@ -24,3 +24,4 @@ dependencies: - pip: # Install latest version of climpred. - -e ../.. + - nb_black From 46f4971d311249074c4c46ec267578ea078cb058 Mon Sep 17 00:00:00 2001 From: AS Date: Mon, 13 Dec 2021 15:47:09 +0100 Subject: [PATCH 06/61] use sphinx_book_theme --- ci/requirements/climpred-dev.yml | 3 +- ci/requirements/docs.yml | 3 +- ci/requirements/docs_notebooks.yml | 3 +- climpred/classes.py | 4 +- ...ed.classes.PredictionEnsemble.__iter__.rst | 2 +- docs/source/conf.py | 57 +++++++++++++++++-- docs/source/quick-start.ipynb | 18 +++--- 7 files changed, 68 insertions(+), 22 deletions(-) diff --git a/ci/requirements/climpred-dev.yml b/ci/requirements/climpred-dev.yml index aae8b0dd4..f467cd888 100644 --- a/ci/requirements/climpred-dev.yml +++ b/ci/requirements/climpred-dev.yml @@ -5,10 +5,9 @@ channels: dependencies: - python>=3.7 # Documentation - - nbsphinx - myst-nb - nbstripout - - sphinx_rtd_theme + - sphinx_book_theme - sphinx - sphinxcontrib-napoleon # IDE diff --git a/ci/requirements/docs.yml b/ci/requirements/docs.yml index 1039500b7..1ab2105a7 100644 --- a/ci/requirements/docs.yml +++ b/ci/requirements/docs.yml @@ -6,13 +6,12 @@ dependencies: - python=3.8 - importlib_metadata - matplotlib-base - - nbsphinx - myst-nb - nc-time-axis>=1.4.0 - netcdf4 - sphinx - sphinxcontrib-napoleon - - sphinx_rtd_theme + - sphinx_book_theme - sphinx-copybutton - toolz - xarray>=0.19.0 diff --git a/ci/requirements/docs_notebooks.yml b/ci/requirements/docs_notebooks.yml index 67491126b..fd9ce1fad 100644 --- a/ci/requirements/docs_notebooks.yml +++ b/ci/requirements/docs_notebooks.yml @@ -7,7 +7,6 @@ dependencies: - importlib_metadata - jupyterlab - matplotlib-base - - nbsphinx - myst-nb - nbstripout - netcdf4 @@ -17,7 +16,7 @@ dependencies: - dask-core - sphinx - sphinxcontrib-napoleon - - sphinx_rtd_theme + - sphinx_book_theme - sphinx-copybutton - toolz - xarray>=0.19.0 diff --git a/climpred/classes.py b/climpred/classes.py index 0fa4586d6..3df3ba13a 100644 --- a/climpred/classes.py +++ b/climpred/classes.py @@ -383,11 +383,11 @@ def __repr__(self) -> str: return _display_metadata(self) def __len__(self) -> int: - """Return number of all variables ``PredictionEnsemble``.""" + """Return number of all variables :py:class:`.PredictionEnsemble`.""" return len(self.data_vars) def __iter__(self) -> Iterator[Hashable]: - """Iterate over underlying :py:class:`~xarray.Dataset`s.""" + """Iterate over underlying :py:class:`xarray.Dataset`.""" return iter(self._datasets.values()) def __delitem__(self, key: Hashable) -> None: diff --git a/docs/source/api/climpred.classes.PredictionEnsemble.__iter__.rst b/docs/source/api/climpred.classes.PredictionEnsemble.__iter__.rst index 2c60da8ff..4271b274b 100644 --- a/docs/source/api/climpred.classes.PredictionEnsemble.__iter__.rst +++ b/docs/source/api/climpred.classes.PredictionEnsemble.__iter__.rst @@ -1,4 +1,4 @@ -climpred.classes.PredictionEnsemble.\_\_iter\_\_ +climpred.classes.PredictionEnsemble.\_\_iter\_\_ ================================================ .. currentmodule:: climpred.classes diff --git a/docs/source/conf.py b/docs/source/conf.py index 07f242e77..1621df9a8 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -37,7 +37,6 @@ # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom # ones. extensions = [ - # "nbsphinx", "myst_nb", "sphinx.ext.autodoc", "sphinx.ext.autosummary", @@ -54,7 +53,7 @@ # MyST config myst_enable_extensions = ["amsmath", "colon_fence", "deflist", "html_image"] -myst_url_schemes = ("http", "https", "mailto") +myst_url_schemes = ["http", "https", "mailto"] # Cupybutton configuration # See: https://sphinx-copybutton.readthedocs.io/en/latest/ @@ -86,11 +85,46 @@ # The theme to use for HTML and HTML Help pages. See the documentation for # a list of builtin themes. # -# html_theme = "alabaster" -html_theme = "sphinx_rtd_theme" +html_theme = "sphinx_book_theme" +# html_theme = "pydata_sphinx_theme" +# html_theme = "sphinx_rtd_theme" html_logo = "images/climpred-logo.png" html_theme_options = {"logo_only": False, "style_nav_header_background": "#fcfcfc"} + +# Theme options are theme-specific and customize the look and feel of a theme +# further. For a list of options available for each theme, see the +# documentation. +html_theme_options = { + "github_url": "https://github.com/pangeo-data/climpred", + "use_edit_page_button": True, + "navbar_end": "search-field.html", + "repository_branch": "main", + "path_to_docs": "doc", + "use_edit_page_button": True, + "use_repository_button": True, + "use_issues_button": True, + "home_page_in_toc": False, + "extra_navbar": "", + "navbar_footer_text": "", +} + +html_context = { + "github_user": "pangeo-data", + "github_repo": "climpred", + "github_version": "main", + "doc_path": "docs", +} + + +nbsphinx_prolog = """ +{% set docname = env.doc2path(env.docname, base=None) %} +You can run this notebook in a `live session `_ |Binder| or view it `on Github `_. # noqa: E501 +.. |Binder| image:: https://mybinder.org/badge_logo.svg + :target: https://binder.pangeo.io/v2/gh/pangeo-data/main?urlpath=lab/tree/docs/{{ docname }} # noqa: E501 +""" + + # Add any paths that contain custom static files (such as style sheets) here, # relative to this directory. They are copied after the builtin static files, # so a file named "default.css" will overwrite the builtin "default.css". @@ -110,3 +144,18 @@ # nbsphinx_allow_errors = True nbsphinx_kernel_name = "climpred-dev" + + +# Napoleon configurations +napoleon_google_docstring = True +napoleon_numpy_docstring = False +napoleon_use_param = False +napoleon_use_rtype = False +napoleon_preprocess_types = True +napoleon_type_aliases = { + "DataArray": "~xarray.DataArray", + "Dataset": "~xarray.Dataset", + "PredictionEnsemble": "~climpred.PredictionEnsemble", + "HindcastEnsemble": "~climpred.HindcastEnsemble", + "PerfectModelEnsemble": "~climpred.PerfectModelEnsemble", +} diff --git a/docs/source/quick-start.ipynb b/docs/source/quick-start.ipynb index af9108af8..c397d630b 100644 --- a/docs/source/quick-start.ipynb +++ b/docs/source/quick-start.ipynb @@ -6,10 +6,7 @@ "source": [ "# Quick Start\n", "\n", - "The easiest way to get up and running is to load in one of our example datasets (or load in some data of your own) and to convert them to either a [{py:class}`~climpred.PredictionEnsemble`](api/climpred.classes.PredictionEnsemble.html#climpred.classes.PredictionEnsemble)\n", - "or\n", - "[{py:class}`~climpred.HindcastEnsemble`](api/climpred.classes.HindcastEnsemble.html#climpred.classes.HindcastEnsemble)\n", - "object.\n", + "The easiest way to get up and running is to load in one of our example datasets (or load in some data of your own) and to convert them to either a {py:class}`.HindcastEnsemble` or {py:class}`.PerfectModelEnsemble` object.\n", "\n", "`climpred` provides various example datasets. See our [examples](examples.html) to see some analysis cases." ] @@ -18,15 +15,18 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "{py:class}`~climpred.PredictionEnsemble`\n", + "{py:class}`.PredictionEnsemble`\n", "\n", - "[{py:class}`~climpred.PredictionEnsemble`](api/climpred.classes.PredictionEnsemble.html#climpred.classes.PredictionEnsemble)\n", + "{py:class}`.HindcastEnsemble`\n", + "{py:class}`.PerfectModelEnsemble`\n", "\n", - "[{py:class}`~climpred.HindcastEnsemble`](api/climpred.classes.HindcastEnsemble.html#climpred.classes.HindcastEnsemble)\n", + "{py:meth}`.HindcastEnsemble.bootstrap`\n", + "{py:meth}`.HindcastEnsemble.verify`\n", "\n", - "[{py:meth}`~climpred.HindcastEnsemble.verify`](api/climpred.classes.HindcastEnsemble.verify.html#climpred.classes.HindcastEnsemble.verify)\n", + "{py:meth}`.PerfectModelEnsemble.bootstrap`\n", + "{py:meth}`.PerfectModelEnsemble.verify`\n", "\n", - "[{py:meth}`~climpred.PerfectModelEnsemble.verify`](api/climpred.classes.PerfectModelEnsemble.verify.html#climpred.classes.PerfectModelEnsemble.verify)" + "{py:class}`xarray.Dataset`" ] }, { From fb14f4704a875ee3dafc873a253e656f66e97c40 Mon Sep 17 00:00:00 2001 From: AS Date: Mon, 13 Dec 2021 16:04:27 +0100 Subject: [PATCH 07/61] use sphinx_book_theme --- ci/requirements/docs.yml | 2 +- ci/requirements/docs_notebooks.yml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/ci/requirements/docs.yml b/ci/requirements/docs.yml index 5a87db1d9..6ebb30718 100644 --- a/ci/requirements/docs.yml +++ b/ci/requirements/docs.yml @@ -21,6 +21,6 @@ dependencies: - bias_correction - pip - pip: - # Install latest version of climpred. + # Install latest version of climpred - -e ../.. - nb_black diff --git a/ci/requirements/docs_notebooks.yml b/ci/requirements/docs_notebooks.yml index fd9ce1fad..a3e5d9269 100644 --- a/ci/requirements/docs_notebooks.yml +++ b/ci/requirements/docs_notebooks.yml @@ -28,7 +28,7 @@ dependencies: - esmpy - bottleneck - nc-time-axis>=1.4.0 - - xrft # used for varweighted_mean_period + - xrft - pip - pip: # Install latest version of climpred. From dba2762384fa11370a0ae6792b6b0d246a5ab278 Mon Sep 17 00:00:00 2001 From: AS Date: Mon, 13 Dec 2021 16:17:36 +0100 Subject: [PATCH 08/61] use sphinx_book_theme --- ci/requirements/climpred-dev.yml | 2 +- ci/requirements/docs.yml | 2 +- ci/requirements/docs_notebooks.yml | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/ci/requirements/climpred-dev.yml b/ci/requirements/climpred-dev.yml index f467cd888..46d213b6b 100644 --- a/ci/requirements/climpred-dev.yml +++ b/ci/requirements/climpred-dev.yml @@ -7,7 +7,6 @@ dependencies: # Documentation - myst-nb - nbstripout - - sphinx_book_theme - sphinx - sphinxcontrib-napoleon # IDE @@ -56,3 +55,4 @@ dependencies: - pip: - pytest-lazy-fixture - nb_black # notebook linting + - sphinx_book_theme diff --git a/ci/requirements/docs.yml b/ci/requirements/docs.yml index 6ebb30718..a15ed4bfb 100644 --- a/ci/requirements/docs.yml +++ b/ci/requirements/docs.yml @@ -11,7 +11,6 @@ dependencies: - netcdf4 - sphinx - sphinxcontrib-napoleon - - sphinx_book_theme - sphinx-copybutton - toolz - xarray>=0.19.0 @@ -24,3 +23,4 @@ dependencies: # Install latest version of climpred - -e ../.. - nb_black + - sphinx_book_theme diff --git a/ci/requirements/docs_notebooks.yml b/ci/requirements/docs_notebooks.yml index a3e5d9269..3ec429428 100644 --- a/ci/requirements/docs_notebooks.yml +++ b/ci/requirements/docs_notebooks.yml @@ -16,7 +16,6 @@ dependencies: - dask-core - sphinx - sphinxcontrib-napoleon - - sphinx_book_theme - sphinx-copybutton - toolz - xarray>=0.19.0 @@ -34,3 +33,4 @@ dependencies: # Install latest version of climpred. - -e ../.. - nb_black + - sphinx_book_theme From 471e18c17507434dac53d71b3149cb148d2da57f Mon Sep 17 00:00:00 2001 From: Aaron Spring Date: Mon, 13 Dec 2021 16:45:32 +0100 Subject: [PATCH 09/61] Update CHANGELOG.rst --- CHANGELOG.rst | 1 + 1 file changed, 1 insertion(+) diff --git a/CHANGELOG.rst b/CHANGELOG.rst index 467f3998c..319b1bb35 100644 --- a/CHANGELOG.rst +++ b/CHANGELOG.rst @@ -100,6 +100,7 @@ Data variables: .. ipython:: python :okwarning: + :okexcept: from climpred.tutorial import load_dataset From 5d8ec64b9b32e81e0f447e0387c53c8141533955 Mon Sep 17 00:00:00 2001 From: AS Date: Mon, 13 Dec 2021 18:01:51 +0100 Subject: [PATCH 10/61] quick start --- docs/source/quick-start.ipynb | 2530 +++++++++++++++++++++++++++++++-- 1 file changed, 2402 insertions(+), 128 deletions(-) diff --git a/docs/source/quick-start.ipynb b/docs/source/quick-start.ipynb index c397d630b..e9b44ca19 100644 --- a/docs/source/quick-start.ipynb +++ b/docs/source/quick-start.ipynb @@ -83,24 +83,14 @@ } }, "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - }, { "data": { "application/javascript": [ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 2;\n", - " var nbb_unformatted_code = \"%matplotlib inline\\nimport matplotlib.pyplot as plt\\nimport xarray as xr\\n\\nfrom climpred import HindcastEnsemble\\nfrom climpred.tutorial import load_dataset\\nimport climpred\\n\\nxr.set_options(display_style=\\\"text\\\")\";\n", - " var nbb_formatted_code = \"%matplotlib inline\\nimport matplotlib.pyplot as plt\\nimport xarray as xr\\n\\nfrom climpred import HindcastEnsemble\\nfrom climpred.tutorial import load_dataset\\nimport climpred\\n\\nxr.set_options(display_style=\\\"text\\\")\";\n", + " var nbb_unformatted_code = \"%matplotlib inline\\nimport matplotlib.pyplot as plt\\nimport xarray as xr\\n\\nfrom climpred import HindcastEnsemble\\nfrom climpred.tutorial import load_dataset\\nimport climpred\";\n", + " var nbb_formatted_code = \"%matplotlib inline\\nimport matplotlib.pyplot as plt\\nimport xarray as xr\\n\\nfrom climpred import HindcastEnsemble\\nfrom climpred.tutorial import load_dataset\\nimport climpred\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -128,16 +118,14 @@ "\n", "from climpred import HindcastEnsemble\n", "from climpred.tutorial import load_dataset\n", - "import climpred\n", - "\n", - "xr.set_options(display_style=\"text\")" + "import climpred" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "You can view the datasets available to be loaded with the [load_datasets()](api/climpred.tutorial.load_dataset.html#climpred.tutorial.load_dataset) command without passing any arguments:" + "You can view the datasets available to be loaded with {py:meth}`.tutorial.load_dataset` without passing any arguments:" ] }, { @@ -232,8 +220,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 4;\n", - " var nbb_unformatted_code = \"hind = climpred.tutorial.load_dataset(\\\"CESM-DP-SST\\\")\\n# Add lead attribute units.\\nhind[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\\nobs = climpred.tutorial.load_dataset(\\\"ERSST\\\")\";\n", - " var nbb_formatted_code = \"hind = climpred.tutorial.load_dataset(\\\"CESM-DP-SST\\\")\\n# Add lead attribute units.\\nhind[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\\nobs = climpred.tutorial.load_dataset(\\\"ERSST\\\")\";\n", + " var nbb_unformatted_code = \"initialized = climpred.tutorial.load_dataset(\\\"CESM-DP-SST\\\")\\n# Add lead attribute units.\\ninitialized[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\\nobs = climpred.tutorial.load_dataset(\\\"ERSST\\\")\";\n", + " var nbb_formatted_code = \"initialized = climpred.tutorial.load_dataset(\\\"CESM-DP-SST\\\")\\n# Add lead attribute units.\\ninitialized[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\\nobs = climpred.tutorial.load_dataset(\\\"ERSST\\\")\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -255,9 +243,9 @@ } ], "source": [ - "hind = climpred.tutorial.load_dataset(\"CESM-DP-SST\")\n", + "initialized = climpred.tutorial.load_dataset(\"CESM-DP-SST\")\n", "# Add lead attribute units.\n", - "hind[\"lead\"].attrs[\"units\"] = \"years\"\n", + "initialized[\"lead\"].attrs[\"units\"] = \"years\"\n", "obs = climpred.tutorial.load_dataset(\"ERSST\")" ] }, @@ -281,14 +269,17 @@ }, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "Coordinates:\n", - " * lead (lead) int32 1 2 3 4 5 6 7 8 9 10\n", - " * member (member) int32 1 2 3 4 5 6 7 8 9 10\n", - " * init (init) float32 1.954e+03 1.955e+03 ... 2.016e+03 2.017e+03\n" - ] + "data": { + "text/plain": [ + "Coordinates:\n", + " * lead (lead) int32 1 2 3 4 5 6 7 8 9 10\n", + " * member (member) int32 1 2 3 4 5 6 7 8 9 10\n", + " * init (init) float32 1.954e+03 1.955e+03 ... 2.016e+03 2.017e+03" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" }, { "data": { @@ -296,8 +287,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 5;\n", - " var nbb_unformatted_code = \"print(hind.coords)\";\n", - " var nbb_formatted_code = \"print(hind.coords)\";\n", + " var nbb_unformatted_code = \"initialized.coords\";\n", + " var nbb_formatted_code = \"initialized.coords\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -319,7 +310,7 @@ } ], "source": [ - "print(hind.coords)" + "initialized.coords" ] }, { @@ -370,7 +361,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can create a [HindcastEnsemble](api/climpred.classes.HindcastEnsemble.html#climpred.classes.HindcastEnsemble) object and add our observations." + "We can create a {py:class}`.HindcastEnsemble` object and add our observations." ] }, { @@ -387,30 +378,962 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/utils.py:128: UserWarning: Assuming annual resolution due to numeric inits. Change init to a datetime if it is another resolution.\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", + " warnings.warn(\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", " warnings.warn(\n" ] }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Initialized Ensemble:\n", - " SST (init, lead, member) float64 ...\n", - "Observations:\n", - " SST (time) float32 -0.4015 -0.3524 -0.1851 ... 0.2481 0.346 0.4502\n", - "Uninitialized:\n", - " None\n" - ] + "data": { + "text/html": [ + "

climpred.HindcastEnsemble

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+1364,16 @@ } ], "source": [ - "hindcast = HindcastEnsemble(hind)\n", + "hindcast = HindcastEnsemble(initialized)\n", "hindcast = hindcast.add_observations(obs)\n", - "print(hindcast)" + "hindcast" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "`valid_time` for the `initialized` data shall be matched with `time` for `observations`." + "In forecast verification, `valid_time` for the `initialized` data shall be matched with `time` for `observations`." ] }, { @@ -556,12 +1479,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "`PredictionEnsemble.plot()` shows all associated datasets (`initialized`,`uninitialized` if present,`observations` if present) if only climpred dimension (`lead`,`init`,`member`,`time`) are present, e.g. `plot()` does not work for `lat`, `lon`, `model`, ..." + "{:py:meth}`.PredictionEnsemble.plot()` shows all associated datasets (`initialized`,`uninitialized` if present,`observations` if present) if only climpred dimension (`lead`,`init`,`member`,`time`) are present, e.g. `plot()` does not work for `lat`, `lon`, `model`, ..." ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -570,13 +1493,13 @@ "" ] }, - "execution_count": 10, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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" ] @@ -591,7 +1514,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 10;\n", + " var nbb_cell_id = 9;\n", " var nbb_unformatted_code = \"hindcast.plot()\";\n", " var nbb_formatted_code = \"hindcast.plot()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", @@ -622,13 +1545,13 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We'll also remove a quadratic trend so that it doesn't artificially boost our predictability. `PredictionEnsemble.map(func)` tries to apply/map `func` to all associated datasets. \n", + "We'll also remove a quadratic trend so that it doesn't artificially boost our predictability. `PredictionEnsemble.map(func)` tries to apply/map a callable `func` to all associated datasets. \n", "Those calls do not raise errors such as `ValueError`, `KeyError`, `DimensionError`, but show respective warnings, which can be filtered away with `warnings.filterwarnings(\"ignore\")`." ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:16:23.267567Z", @@ -640,27 +1563,978 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:539: UserWarning: Error due to verification/control/uninitialized: rm_poly({'dim': 'init', 'deg': 2}) failed\n", + "/Users/aaron.spring/Coding/climpred/climpred/classes.py:709: UserWarning: Error due to verification/control/uninitialized: rm_poly({'dim': 'init', 'deg': 2}) failed\n", "KeyError: 'init'\n", " warnings.warn(\n", - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:533: UserWarning: Error due to initialized: rm_poly({'dim': 'time', 'deg': 2}) failed\n", + "/Users/aaron.spring/Coding/climpred/climpred/classes.py:703: UserWarning: Error due to initialized: rm_poly({'dim': 'time', 'deg': 2}) failed\n", "KeyError: 'time'\n", " warnings.warn(f\"Error due to initialized: {msg}\")\n" ] }, { "data": { - "text/plain": [ - "\n", - "Initialized Ensemble:\n", - " SST (init, lead, member) float64 -0.09386 -0.07692 ... 0.07389 0.06577\n", - "Observations:\n", - " SST (time) float64 -0.1006 -0.05807 0.1026 ... -0.04652 0.03726 0.1272\n", - "Uninitialized:\n", - " None" + "text/html": [ + "

climpred.HindcastEnsemble

" ] }, - "execution_count": 11, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Dimensions:     (lead: 10, member: 10, init: 64)\n",
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+       "  * member      (member) int32 1 2 3 4 5 6 7 8 9 10\n",
+       "  * init        (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n",
+       "    valid_time  (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n",
+       "Data variables:\n",
+       "    SST         (init, lead, member) float64 -0.09386 -0.07692 ... 0.06577
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<Observations>\n",
+       "Dimensions:  (time: 61)\n",
+       "Coordinates:\n",
+       "  * time     (time) object 1955-01-01 00:00:00 ... 2015-01-01 00:00:00\n",
+       "Data variables:\n",
+       "    SST      (time) float64 -0.1006 -0.05807 0.1026 ... -0.04652 0.03726 0.1272
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, @@ -669,7 +2543,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 11;\n", + " var nbb_cell_id = 10;\n", " var nbb_unformatted_code = \"from climpred.stats import rm_poly\\n\\nhindcast.map(rm_poly, dim=\\\"init\\\", deg=2).map(rm_poly, dim=\\\"time\\\", deg=2)\";\n", " var nbb_formatted_code = \"from climpred.stats import rm_poly\\n\\nhindcast.map(rm_poly, dim=\\\"init\\\", deg=2).map(rm_poly, dim=\\\"time\\\", deg=2)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", @@ -707,7 +2581,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -716,13 +2590,13 @@ "" ] }, - "execution_count": 12, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -737,7 +2611,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 12;\n", + " var nbb_cell_id = 11;\n", " var nbb_unformatted_code = \"hindcast = hindcast.map(rm_poly, dim=\\\"init_or_time\\\", deg=2)\\nhindcast.plot()\";\n", " var nbb_formatted_code = \"hindcast = hindcast.map(rm_poly, dim=\\\"init_or_time\\\", deg=2)\\nhindcast.plot()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", @@ -769,14 +2643,13 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now we'll quickly calculate skill against persistence. We require users to define `metric`, `comparison`, `dim`, and `alignment`. This ensures that `climpred` isn't treated like a black box -- there are no \"defaults\" to the prediction analysis framework. You can choose from a variety of possible [metrics](https://climpred.readthedocs.io/en/latest/metrics.html) by entering their associated strings. [Comparison](https://climpred.readthedocs.io/en/latest/comparisons.html) strategies vary for hindcast and perfect model systems. Here we chose to compare the ensemble mean to observations (`'e2o'`). We reduce this operation over the initialization dimension. Lastly, we choose the `'same_verif'` alignment, which uses the same set of verification dates across all leads (see alignment strategies [here](https://climpred.readthedocs.io/en/latest/alignment.html)).\n", - "\n", - "An optional keyword used here is `reference`. Here, we ask to compute the `'acc'` metric with a persistence forecast, so that we can establish skill over some baseline forecast." + "Now we'll quickly calculate forecast with {py:meth}`.HindcastEnsemble.verify`. We require users to define `metric`, `comparison`, `dim`, and `alignment`.\n", + "This ensures that `climpred` isn't treated like a black box -- there are no \"defaults\" to the prediction analysis framework. You can choose from a variety of possible [metrics](https://climpred.readthedocs.io/en/latest/metrics.html) by entering their associated strings. [Comparison](https://climpred.readthedocs.io/en/latest/comparisons.html) strategies vary for hindcast and perfect model systems. Here we chose to compare the ensemble mean to observations (`\"e2o\"`). We reduce this operation over the initialization dimension. Lastly, we choose the `\"same_verif\"` alignment, which uses the same set of verification dates across all leads (see alignment strategies [here](https://climpred.readthedocs.io/en/latest/alignment.html))." ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:16:24.835164Z", @@ -785,26 +2658,410 @@ }, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Dimensions: (skill: 2, lead: 10)\n", - "Coordinates:\n", - " * lead (lead) int32 1 2 3 4 5 6 7 8 9 10\n", - " * skill (skill) \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.Dataset>\n",
+       "Dimensions:  (lead: 10)\n",
+       "Coordinates:\n",
+       "  * lead     (lead) int32 1 2 3 4 5 6 7 8 9 10\n",
+       "    skill    <U11 'initialized'\n",
+       "Data variables:\n",
+       "    SST      (lead) float64 0.0588 0.06396 0.06799 ... 0.06475 0.07299 0.07433\n",
+       "Attributes:\n",
+       "    prediction_skill_software:     climpred https://climpred.readthedocs.io/\n",
+       "    skill_calculated_by_function:  HindcastEnsemble.verify()\n",
+       "    number_of_initializations:     64\n",
+       "    number_of_members:             10\n",
+       "    alignment:                     same_verif\n",
+       "    metric:                        rmse\n",
+       "    comparison:                    e2o\n",
+       "    dim:                           init\n",
+       "    reference:                     []
" + ], + "text/plain": [ + "\n", + "Dimensions: (lead: 10)\n", + "Coordinates:\n", + " * lead (lead) int32 1 2 3 4 5 6 7 8 9 10\n", + " skill " ] @@ -908,9 +3156,9 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 15;\n", - " var nbb_unformatted_code = \"result.SST.plot(hue=\\\"skill\\\")\\nplt.title(\\\"Global Mean SST Predictability\\\")\\nplt.ylabel(\\\"Anomaly \\\\n Correlation Coefficient\\\")\\nplt.xlabel(\\\"Lead Year\\\")\\nplt.show()\";\n", - " var nbb_formatted_code = \"result.SST.plot(hue=\\\"skill\\\")\\nplt.title(\\\"Global Mean SST Predictability\\\")\\nplt.ylabel(\\\"Anomaly \\\\n Correlation Coefficient\\\")\\nplt.xlabel(\\\"Lead Year\\\")\\nplt.show()\";\n", + " var nbb_cell_id = 17;\n", + " var nbb_unformatted_code = \"result.SST.plot()\\nplt.title(\\\"Global Mean SST Predictability\\\")\\nplt.ylabel(\\\"Anomaly \\\\n Correlation Coefficient\\\")\\nplt.xlabel(\\\"Lead Year\\\")\\nplt.show()\";\n", + " var nbb_formatted_code = \"result.SST.plot()\\nplt.title(\\\"Global Mean SST Predictability\\\")\\nplt.ylabel(\\\"Anomaly \\\\n Correlation Coefficient\\\")\\nplt.xlabel(\\\"Lead Year\\\")\\nplt.show()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -932,7 +3180,7 @@ } ], "source": [ - "result.SST.plot(hue=\"skill\")\n", + "result.SST.plot()\n", "plt.title(\"Global Mean SST Predictability\")\n", "plt.ylabel(\"Anomaly \\n Correlation Coefficient\")\n", "plt.xlabel(\"Lead Year\")\n", @@ -943,12 +3191,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can also check the accuracy/error, i.e. root-mean-square-error `rmse`, of our forecasts against multiple `reference`s. Choose `reference` from [`climatology`,`persistence`,`uninitialized`]." + "We can also check the association of forecasts and observations with the anomaly correlation coefficient ``metric='acc'`` against multiple `reference` forecasts. Choose `reference` from [`\"climatology\"`,`\"persistence\"`,`\"uninitialized\"`]." ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:16:26.745102Z", @@ -956,14 +3204,40 @@ } }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", + " return key in self.data\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", + " return key in self.data\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", + " return key in self.data\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", + " return key in self.data\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", + " return key in self.data\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", + " return key in self.data\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", + " return key in self.data\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", + " return key in self.data\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", + " return key in self.data\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", + " return key in self.data\n" + ] + }, { "data": { "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 16;\n", - " var nbb_unformatted_code = \"result = hindcast.verify(\\n metric=\\\"rmse\\\",\\n comparison=\\\"e2o\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n reference=[\\\"persistence\\\", \\\"climatology\\\"],\\n)\";\n", - " var nbb_formatted_code = \"result = hindcast.verify(\\n metric=\\\"rmse\\\",\\n comparison=\\\"e2o\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n reference=[\\\"persistence\\\", \\\"climatology\\\"],\\n)\";\n", + " var nbb_cell_id = 18;\n", + " var nbb_unformatted_code = \"result = hindcast.verify(\\n metric=\\\"acc\\\",\\n comparison=\\\"e2o\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n reference=[\\\"persistence\\\", \\\"climatology\\\"],\\n)\";\n", + " var nbb_formatted_code = \"result = hindcast.verify(\\n metric=\\\"acc\\\",\\n comparison=\\\"e2o\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n reference=[\\\"persistence\\\", \\\"climatology\\\"],\\n)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -986,7 +3260,7 @@ ], "source": [ "result = hindcast.verify(\n", - " metric=\"rmse\",\n", + " metric=\"acc\",\n", " comparison=\"e2o\",\n", " dim=\"init\",\n", " alignment=\"same_verif\",\n", @@ -996,7 +3270,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:16:26.996690Z", @@ -1006,7 +3280,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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L6C6NGdi2XrHv9Vd3i3ccY+rsddq7QSlVqWhjPC93U98W+BUxcI6vjxDsNJpeloEftx/j1vfX0fPJH3jky61sO3TWxRFU/MkUps5ex/n0zIsuqjKyDOfTM5k6ex3xJ1M8FKFSSl1ME70XaBYRwswJnQny872oYZ7DRwjy8+WNSV1Z89Ag/jO6Iz1b1M6zT2JKGm8v28cf/reU4S8u5d3l+zh9Lq0i30KV8PrSPaRnZrncR3s3KKUqG6269yLxJ1N4Y+lePl1/kJS0DEL8HVzbqRE39m1+0b3j+JMpzF97gHlrD3DoTOpFx/L39eGK9vUY07UJfS6NxLcYLfu9Xbt/LuRcWmaR+4UGONjyyOAKiEgppSw6YI4qVGaWYfnvJ/h4zQEWbj1CWsbFJdYG4YH8sXNjRnVpTFRk9WhsZowh/uQ5Vu1NZOXek/y6J5GDp88X+/l3DWpFn5aRdGwcrvMRKKXcThO9KpYz59L5YtMhPl6TwKYDZwrcp3tUbUZ3bcwfYhoQEuA9nTaMMfx+PIVf7aT+696THD17oegnFiEs0EGvFhH0aRlJn0sjaR4ZgojWjiilypcmelVi24+c5eM1B/hs/UFOplx8vz7Y35fhHRowumsTujarVeWSV1aWYeexpJykvmpvIieSXbdL8PWBIm7RF6lRzSD6XBpJn5aRxF0aSe0Q/7IdUCml0ESvyiAtI4sftx9j3toEFu84XuDgPM0jQxjVpTF/7NyY+uGVs29+Zpbht8NnWbnHSuqr9iVy+ly6y+eEBTjoGlWLHi0i6NG8NmGBDq56cRnn0wu/Tx/o58PdV7Zm+5Ekftl9gsMFtH9w1r5hDfq0jKTvpXXoGlWLQD9fl/tXJzpegVLFp4lelYtjSal8uu4gH689wO5jyRdt9xG4rFUdRndpwqB2dQlweC5ppWdmseXgGVbtTeTXvYms3pdY5CRA4UF+dG9emx7Na9OzRQRtG9S4qBFiSfrRZ98OWLb7BEt3nWDlnpMuBzYKcPjQvXlt+lxqlfbbNaiBTzVtBKnjFShVMproVbkyxrA+4TQfrznAlxsPFZi8agb7MSK2EaO7NqZ9w3C3x5SWkcWmA6f5dW8iK/ecZG38qSJbyEeE+Ock9h4tImhdL6xYibUkvRucpWdmsTHhNEt3neCX3SfYkHDa5fDFESH+9L40kr52VX/DmkFFxuYN4k+mMOT5pS5rTnQ2RqXy0kSv3OZ8WiYLtx5m7uoDrNhzssB92jWoweiujRkR24ha+e5Jl7Z6NjU9k/X7T+c0nlu3/xQXCugx4KxuWEBONXzPFrW5pE6oR9sWnE1N59c9ifyy6zhLd59gz3HXA+20qBNCX7u03+uSCMIC/SooUvfLzDIcT7rAkbOpPPftTn7ZfRxXAz06fIRx3Zvy7xHRFRekl9JbJN5BE72qEAmJ55hn980vqCuav68Pg9rVZXTXJlzWsg4/7zpe7OrZc2kZrI0/xa97Elm1N5ENCadJK6JlXKOaQfRoXtsqtbeIICoiuFI3Gjx4+jzLdp1g6e4TLNt9gsQCGkFm8/URYpvUpM+lkfRtGUnHJjVdjo7oyS/zpNR0jp5N5ejZCxw5k8qRs6kcPZvKkTP277OpHE+64DKxF0SAgW3r0rp+GG3q16BtgzCiIkK0O2MJ6C0S71FpE72IDAFeAHyBN4wxTxWy3x+BeUA3Y4zLLK6J3vOysgwr9pxk7poEFm45UmBJOyLUnzPn0l2Oz+/v8OGPnRuz/chZNh84U+RY/k1rB+dUw/doXpsmtYPL/F48JSvL8NuRs/xiV/Ov2pvossYiNMBBzxYR9LVb819SJ7cbn7u+zDMysziRnMaRfEn7qJ3Msx+nFGOQofLi7/ChZd3QnMTfpn4NWtcPo05YQIXFUFXoLRLvUikTvYj4AjuBK4ADwGpgnDFmW779woCvAH/gdk30VcuZ8+l8ufEQH689wMaE0+V67BZ1QujRPIKeLaxSe4Nw772HnZqeyZp9p1i6+zjLdp9gy0HX8xI0DA8k7tJI2tQP45lvd5CaXvhFQkFf5tml8CNnLuSUwMujFO5K7RB/6tUIZOfRpGJPvVxckaH+tKlfgzb1w2hdP4y2DWpwad3QatvLIS0ji3vnb+SLDYfI1FskXqGyJvpewMPGmMH28v0Axpgn8+33PPAdcDfwd030VdfOo0l8vCaBT9cfLLLPekFa1wujh53UuzevTd2wytmVryIkpqSxbPeJnBJ/SUbty0+wukjWDw90Sync3+FD/RqB1K8RSL3wQOrXCKBejUDqh9vragRSt0ZATi+N4szG6PARhkTXZ1Dbemw/ksT2I2fZfjiJI2ddd2d05usjNI8MsRK/Xf3fpkEYjWoGVepbPEU5n5bJkbOpHD5zPudWyZEzqRw+k/v7RHLxB4PSIZ2rhsqa6EcBQ4wxN9rL1wM9jDG3O+3TGXjQGPNHEVmCJnqvkJ6ZRcsHvyn2/q9M6EL35rV1cJlCGGPYeyKFX7K78f1+kiQX3fjKU4RdCq8fbiVsK3EH2And+qkZ7FeixFmWKuXT59KsxH/4rH0BkMSOI0kuj5VfWIDDuu9vV/1n1wIUp/GjO9tCGGNIupDB0XxJ+8jZ8znLR86mFjk+REmJwN4nh5XrMVX5c5XoK+0YpiLiAzwHTC7GvjcDNwM0bdrUvYGpMvPz9SE0wOGyT3m20AAHQ6LrV0BUVZeI0KJOKC3qhDKxVxQZmVlsPHCGX3ad4L/f7yzVMQMcPhcnbxel8PKUPRtjUe0KCkqcNYP96dkigp4tInLWZWUZ9ieey1Py337kLPGJ5yionJN0IYM18adYE38qz/rGtYJyEn/2RUBURHBO47+C2kIkX8jgo1UJzF970GVbCGMMp86l55TCD9u3SHITurW+vGpaRAADxSnm+fv6YIyp0rUc1V2lrboXkXDgdyB7ZJb6QCJwtatSvZboq4biVs9Wx/uD6enpHDhwgNTU4ldDF+bQ6fPFuo8uYpXOfX0EX5FKMVBPRmYWyRcyOJeWiTFWjMH+voQGOMqlZX2WMWRkGtIzszhx3jD3txTWHUgqUYk4wOFDy3qhNK4VzA+/HSXdxQ3vAIcPDw1rR2ZWFoedqtOzE3pBE0qVhp+vUDcskAbh1oWZ9TuIBvaFW4PwQOqEBfDIl1uL/B/MdmW7ejw5MoaIUG3UWFlV1qp7B1ZjvIHAQazGeH8yxmwtZP8laNW919AWv4Xbu3cvYWFhRERElLkUdfDUORJT0jEuym6CUDvEn0a1vLcxoyvGGE6ePElSUhJRUVEcPXvBKvk73QL4/XiyyyReUQL9fGgQHkR9O2HXy07kNQKt9eGBRIT4F3vgp6L+B51FhgbwzKgO9G+j3e0qo0pZdW+MyRCR24FFWN3r3jLGbBWRR4E1xpgvPBWbcr+yVM96u9TUVKKiosqlqjQyLIBT59ILrKLOJgKRYdW3/YOIEBERwfHjxxER6/ZEeCCXO1Wzp2VksedEsl3tX7rGf0UJC3TkKXVnl8LrOyXz8KCStXdwpTj/g70vieCH7ccAOJF8gSnvrGZCz6Y8+Id2BPlXzx4LVZEOmKM8qrTDyXqz3377jbZt25bb8c6mprP/pHU/2rlkLwgi0DQimBpeNMpeaZXmvGc3/rvutZXFfs74Hk2dEnpQzoVFqIemfS7qf3DJjmPcPW8Tx5NyW+q3iAzh+eti6dC4pkdiVherlFX37qKJXlV15Z3oAS5kZHIiKY3T59LINAZfEWoG+xMZ5l/qBnVRUVGsWbOGyMjIPOt79+7N8uXL2bdvH8OHD2fLli0sWbKEZ599lgULFpTH23GLspz36H8tKnbj0qrYVS0xJY37P9nEoq1Hc9Y5fIRpg1pyS79LdDTCSsBVote/jlLVQIDDl0a1gmjfKJwOjWvSvlE4jWoFuaXV/PLly8v9mJXdiE4NcRRxX9zhI1zbqVEFRVS+aof488qELjw9qgMhdpV9Rpbh2W93Mva1lew/ec7DESpXNNEXJnEPLJgOTzSGh2tavxdMt9YrVc2kpKQwbNgwOnbsSHR0NHPmzMnZdv78eYYOHcrrr78OQGhoqKfC9Jib+rZwOdcAWN1Kb+zbvIIiKn8iwpiuTfjmr5fRpVmtnPVr408x9IWfmbs6AW+rIfYWmugLsus7eDkO1s2CtCTAWL/XzbLW7/rO0xEqVaEWLlxIw4YN2bhxI1u2bGHIkCEAJCcnc9VVVzFu3DhuuukmD0fpOdkN24L8fC8q2Tt8hCA/X69pXNo0Ipg5N/fk71e2ynmvKWmZ3DN/E7fMXutyMiblGZro80vcA3MnQvo5yMrXnzYr3Vo/d6KW7FW1EhMTw3fffce9997L0qVLCQ8PB+Caa65hypQpTJw40cMRel7/1nVZOK0v47o3JTTAgYh1T35c96YsnNbXq2aBc/j6cPuAlnwytTct6uRevCzaepTBz//M4h3HPBidyk8TfX7LX4LMIgbMyEyHFTMqJh6lKoFWrVqxbt06YmJieOihh3j00UcBiIuLY+HChVpla2sWEcK/R0Sz5ZHB7H1yGFseGcy/R0R7RUm+IB0a1+SrO/pyfc9mOeuOJ11gytur+cdnWzhfgTMXqsJpos9v09yLS/L5ZaXDpjmu91HKixw6dIjg4GAmTJjA3Xffzbp16wB49NFHqVWrFrfddpuHI1SeEuTvy79HRPP25G5EOo2c997KeIa9uJTNB854MDoFmugvlpZc9D4l2U8pL7B582a6d+9ObGwsjzzyCA899FDOthdeeIHz589zzz33eDBC5Wn929Rl0bS+XNmuXs66PcdTuHbmMmYs3l3uUw+r4tN+9Pk90dhugFeEgDC4/0DpX0epQrijH70qmp738mGMYe6aBB75chvnnKruuzarxX/HxtKkdrAHo/Ne2o++JDqMAZ8iRgnz8YMOYysmHqWUqkJEhLHdmvLNX/vSuWnNnPVr4k8x5Pmf+XiNdsOraJro8+t9O/gWkeh9/aCX3pNUSqnCNIsIYe5fejH9ilb4OnXDu3veJm6dvU674VUgTfT51W4BY2aBX3AhJXuBUW9b+ymllCqUw9eHOwe25JNbe9MiMrfnwcKtRxj8/M/8tPO4B6OrPjTRF6TlFXDrMugyyboXj/MAGEYb4imlVAl0bFKTBXf2YXyPpjnrjiddYNJbq/jX59oNz9000RemdgsY9h+rwd3Dp6Hv33O3LXkSMouewEIppZQl2N/B49fG8NbkrkSG5k6L/O6KeIa/uJQtB7Ubnrtooi+uXrdBQA3r8cndsPljz8ajFNYUow99tpnofy2i+X1fEf2vRTz02WbiT6Z4OjSlCjSgTT0WTbuMK5y64f1+PIURM7Qbnrtooi+u4Np5G+D99FTRI+gp5UaLdxxjyPNL+WhVAskXMjBA8oUMPlqVwJDnl5ZpGNLevXsXuc+NN97Itm3bAHjiiSdK/PzsyW8OHTrEqFGjShFlXg8//DDPPvtsmY+j3C8iNIDXru/CUyNjCHaaDe+ZRTu47rUVJCTqbHjlyWWiF5EBTo+b59s20l1BVVo9b4XAmtbjU/tgwweejEZVY/EnU5g6ex3n0zPJyFcCysgynE/PZOrsdaUu2Rdnqtk33niDdu3aARcn+pJMVduwYUPmzZtXsgBVlSciXNe9KV/f2ZfYJjVz1q/ed4qhLyxl3toD2g2vnBRVone+PJ6fb9tDVDeB4RB3Z+7yz89AxgXPxaOqrdeX7iE9M8vlPumZWbyxdG+pjp9d2l6yZAmXX345o0aNok2bNowfPz7ny/fyyy9nzZo13HfffZw/f57Y2FjGjx+f5/nJyckMHDiQzp07ExMTw+eff37Ra+3bt4/o6GjAqiWIjY0lNjaWOnXq8MgjjwDwzDPP0K1bNzp06MC//vWvnOc+/vjjtGrVij59+rBjx45SvVflWVGRIcy7pRd3Dcrthpd8IYO/f7yRqe+v45R2wyszRxHbpZDHBS1XD93/AitmwrkTcCbBmrq2e/WdnlO5V9R9X5X6uRlZhvdWxvPeyvgCt+97alixjrN+/Xq2bt1Kw4YNiYuLY9myZfTp0ydn+1NPPcVLL73Ehg0bLnpuYGAgn376KTVq1ODEiRP07NmTq6++GpGCvz7eeOMNAOLj4xkyZAiTJ0/m22+/ZdeuXaxatQpjDFdffTU///wzISEhfPTRR2zYsIGMjAw6d+5Mly5divWeVOXi8PXhr4NaclmrSKbP3cjeE1ZN1DdbjrA2/hTPju7IZa3qeDjKqquoEr0p5HFBy9VDQCj0mZa7vPQ/kH7eY+Eo5W7du3encePG+Pj4EBsby759+4r9XGMMDzzwAB06dGDQoEEcPHiQo0ePunxOamoqo0eP5sUXX6RZs2Z8++23fPvtt3Tq1InOnTuzfft2du3axdKlS7n22msJDg6mRo0aXH311WV8p8rTOjWtxVd39uFPTt3wjiVdYOJbq3j4i62kpms3vNIoqkTfQkS+wCq9Zz/GXm5e+NO8XNcbYPmLkHwUkg7Dmreh11RPR6WUWwQE5M5I5uvrS0ZG8buWvv/++xw/fpy1a9fi5+dHVFQUqampLp9zyy23MHLkSAYNGgRYFwv3338/f/nLX/Ls9/zzzxf/TagqI9jfwRPXxjCgdV3unb+Jk3bV/TvL9/HL7hM8PzaWsEAHry/dw2frD5FyIYOQAAcjOjXkpr4tvHZK4LIoKtFf4/Q4f3PW6tu81T8Y+v4NvrFn6/rlOWtwHX/9gKnyVVj1+kOfbeajVQkXNcRz5vARxnVvyr9HRLsrvBx+fn6kp6fj55d3NMkzZ85Qt25d/Pz8WLx4MfHxBd9GyDZjxgySkpK47777ctYNHjyYf/zjH4wfP57Q0FAOHjyIn58fl112GZMnT+b+++8nIyODL7/88qKLAVV1DWpXj0VNL+O++Zv4/jerB8nuY8lcM+MX69aPIefzn93bZP7ag8yc0Jn+ret6MvRKx2XVvTHmJ+cfYDlwFvjNXq6+Ok+CGo2sxynHYdXrno1HVSs39W2Bn6/rO29+vj7c2LdiKt5uvvlmOnTokNMYL9v48eNZs2YNMTExzJo1izZt2rg8zrPPPsvmzZtzGuS98sorXHnllfzpT3+iV69exMTEMGrUKJKSkujcuTNjx46lY8eODB06lG7durnzLSoPiAwN4PWJXXlyZAxBflY3vMwsyMg0bult4q1cTlMrIq8ALxpjtopIOLACyARqA383xnxYMWEWX5mnqS2JNW/Bgrusx0G1Ydome8hcpUqvuNOlLt5xjKmz15GemZXnS8/hI/j5+mjJpoR0mtrKbe+JFEa9vDynKr8wFVmTVZmUZZravsaYrfbjKcBOY0wM0AW4pxxjrJpiJ0BNu9HI+URY+Ypn41HVSv/WdVk4rS/jujclNMCBCIQGOBjXvSkLp/XVJK+8SvPIEFIzim6Ml5Fl+HT9wQqIqOoo6h6986XTFcDHAMaYI4V1j6lWHP7Q71743B4xb8WLVle7oJoeDUtVH80iQvj3iOhqV3pR1dO5C8VrdZ9yQecicVZUif60iAwXkU5AHLAQQEQcQFBZX1xEhojIDhHZLSL3FbB9uohsE5FNIvKDiDQr62uWuw7X5U5Zm3oGVs70bDxKKeWlQgKKKptaDHDDO6tZvOMYWTp2fpGJ/i/A7cDbwDRjzBF7/UCg9CN5ACLiC8wAhgLtgHEi0i7fbuuBrsaYDsA84OmyvKZb+Dqgn9M1yoqZcC7Rc/EopZSXGtGpIQ6f4tUm/7D9GFPeXk2/Zxfz8pLfOZlcfUcxLarV/U5jzBBjTKwx5h2n9YuMMX8r42t3B3YbY/YYY9KAj8jbnQ9jzGJjTPbsBiuBxmV8TfeIGQWRra3HaUmw/H+ejUcppbxQcXqb5L8OSEg8z/8t3E6vJ39k2kfrWbMvsdqNoe+yHkREXGYsY8ydrrYXoRGQ4LR8AOjhYv8bgG8K2iAiNwM3AzRt2rSgXdzLxxcuvw/mTbGWf30Vet4GoTpko3KzxD2w/CXYNBfSksE/FDqMgd63595SUspLNIsIYeaEzkX2NomKCOGDX+OZu+YAZ85bs4ymZWbx2YZDfLbhEG3qhzGhZzNGdGpEaDFvB1RlRVXd3wL0AQ4Ba4C1+X4qhIhMALoCzxS03RjzmjGmqzGma506Hkqu7UZAPbtBVPo5WPa8Z+JQ1ceu7+DlOGu+hbQkwFi/182y1u/6ztMR5rFmzRruvLPwssG+ffv44AOdEVK5VpzeJs0jQ3hwWDt+fWAgz47umGd2PIDtR5J46LMt9HziBx76bDPbj5z1zJupIEX1o48ARgNjgQxgDjDPGHO6zC8s0gt42Bgz2F6+H8AY82S+/QYBLwL9jDFFTrBdof3o8/ttAcyxBwxxBMKdG6BGA8/EoqqsYvXnTtxjJfN0F/N2+wXDrcsqvGSfkZGBw1HyUtKSJUt49tlnWbBggRuiKpr2o/duWw6eYfbKeD7fcIjzBYyZ3y2qFhN6NmNIdH0CHL4eiLBsSt2P3hhz0hjzijGmP1Y/+prANhG5vhziWg20FJHmIuIPXAd84byD3dr/VeDq4iR5j2szDBrEWo8zUq2hcZVyh+UvQWa6630y02HFjFIdft++fTnT0rZt25ZRo0Zx7tw51q5dS79+/ejSpQuDBw/m8OHDgDVl7bRp0+jatSsvvPACH3/8MdHR0XTs2JHLLrsMsBL58OHDAfjpp59yRr/r1KlTzrC3S5cuJTY2lv/+979kZmZy991350xP++qrr+Ycp7Cpc1evXk3v3r3p2LEj3bt3JykpqdDjqOolulE4T/2xAysfGMjDV7Xjkjp5hyxfve8Uf/1oA72f/JH/W7idhEQXF9FVTLEuu0WkMzAOqy/9N5RDtb0xJkNEbgcWAb7AW/YIfI8Ca4wxX2BV1YcCH9v99vcbYyrvFFUi0P9B+GC0tbz2Heh9J9Rs4tGwVBX2cHjpn5uVDqvfsH4KPPYZl0/fsWMHb775JnFxcfz5z39mxowZfPrpp3z++efUqVOHOXPm8OCDD/LWW28BkJaWRnZtWkxMDIsWLaJRo0acPn36omM/++yzzJgxg7i4OJKTkwkMDOSpp57KU6J/7bXXCA8PZ/Xq1Vy4cIG4uDiuvPJKoOCpc7t3787YsWOZM2cO3bp14+zZswQFBfHmm28WeJzmzavvvFzVWXiQH5PjmjOpdxQr9yQy+9d4Fm05knO//2RKGi8v+Z1Xfvqd/q3rMqFnU/q1qotvMVv7V0ZFNcZ7FBgG/IbVKv5+Y0y5jURgjPka+Drfun86PR5UXq9VYVpeAY27wYHVkJkGS5+Fq17wdFRKlViTJk2Ii4sDYMKECTzxxBNs2bKFK664AoDMzEwaNMi9NTV27Nicx3FxcUyePJkxY8YwcuTIi44dFxfH9OnTGT9+PCNHjqRx44s71Hz77bds2rSJefPmAdYEObt27cLf3z9n6lwgZ+rc8PBwGjRokDPmfY0aNVweRxN99SYi9Lokgl6XRHAsKZU5qxL4cNV+Dp2xZlc0Bn7cfowftx+jUc0g/tSjKWO7NSEyNKCII1c+RZXoHwL2Ah3tnyfskrUAxu7frpxll+rfG2Etr58NcdOgtn6pqKol/+iXYWFhtG/fnhUrVhS4f0hIblXoK6+8wq+//spXX31Fly5dWLs2byXgfffdx7Bhw/j666+Ji4tj0aJFFx3PGMOLL77I4MGD86xfsmRJiabOLew4SmWrGxbIHQNbcuvll7B4x3HeWxnPzzuP52w/ePo8zyzawfPf72RodAMm9GxGt6haF/2PFMlDvWSKSvSanUqjxeXQLA7il0FWBvz8DIzQEfNUKRRWvb5gutW6PsvFfXofP2v65GH/KdVL79+/nxUrVtCrVy8++OADevbsyeuvv56zLj09nZ07d9K+ffuLnvv777/To0cPevTowTfffENCQsJF22NiYoiJiWH16tVs376dJk2akJSUlLPP4MGDefnllxkwYAB+fn7s3LmTRo0aFRpv69atOXz4MKtXr6Zbt24kJSURFBRU6HGcL0yUAnD4+nBFu3pc0a4e8SdT+ODX/cxdk8Cpc9b/WXqm4YuNh/hi4yFa1wtjQs+mjOjUiLBAvyKOjNULZu5Eq+1M9v9tdi+ZjR/CmFlWjbAbFNUYL76gH6z+733cEpE3yC7VZ9v4IZz83XPxKO/T+3bwLeLLxdcPet1W6pdo3bo1M2bMoG3btpw6dYo77riDefPmce+999KxY0diY2NZvnx5gc+9++67iYmJITo6OqdxnLPnn3+e6OhoOnTogJ+fH0OHDqVDhw74+vrSsWNH/vvf/3LjjTfSrl07OnfuTHR0NH/5y19cltz9/f2ZM2cOd9xxBx07duSKK64gNTW1xMdRCqw++/f/oS0r7h/Ic2M60rlpzTzbdxxN4h+fb6XnEz/w4Keb+e2wiy56iXusJJ9+7uKL86x0a/3cidZ+blBU97oawG1Yg9t8AXyHNSTu34CNxphrCn2yh3i0e11+s66BPUusxzFj4I86Z70qWrG7eRVUQgCrJO/rV6YSwr59+xg+fDhbtmwp1fOrIu1ep4qy9dAZZq/cz+cbDnIu7eIuel2a1WJCz6YMjW5AoJ9TF70KqIEryzS17wGtgc3AjcBiYBQwojIm+UrHuVS/+WM4tt1zsSjv0/IKq598l0kQEGbVJAWEWcu3LnNbNaBS1VX7huE8OTKGlQ8M5NFr2tOybmie7WvjT3HXnI30fupHnvzmN/aftLvobZrrOsmDtX3THLfEXVSJfrM9/3z2JDSHgabGmFS3RFMOKlWJHmD2KNhtj1DWbgSMedej4ajKT0uWnqHnXZWUMYZVexOZ/et+Fm45THpm3nwqAv1a1eHt+CsRijG+vgj863SpYilLiT7nEsQYkwkcqMxJvlLq/0Du422fwZHNHgtFKaVU+RERerSI4MVxnVh+30DuHtyaRjVzZ3A3BpbsOE6KKV6XvCy/0KJ3KoWiEn1HETlr/yQBHbIfi4h3Dw5cXhp1htbDcpcXP1n4vkoppaqkOmEB3Nb/Un6+pz9vTurK5a3rIALBpJJkgop8fprxZVWYe263uexeZ4ypegP+Vkb9H4AdX1mPd3wFB9dZFwBKKaW8iq+PMLBtPQa2rUfCoSPIB6NpkHyqyOdl4OCRE5cXPEVrGXn//HyVQf1o6/78ts+s5cVPwIR5noxIeYmEswm8u+1dFuxZwLn0cwT7BTO8xXAmtZtEkxo69LJSHnMukSZfjoXkTTmr0uyys79k5lmXgYOp6X9lu4l0SyhFVd2r8nL5/VgDCmI1zktY5dFwVNW39MBSRn45kvk755OSnoLBkJKewvyd8xn55UiWHlhabq/18MMP8+yzzwLwz3/+k++//77Mxzx9+jQzZxY9kNS+ffuIjo4u8+spVWGSjsI7w+DwhpxVj6Rfz6C0Z/kwcwBJJogsIySZID7MHMCQtKdYkhVLiL97yt6a6CtK3TYQMzp3+cfHPBeLqvISziYw/afppGakkpFv+okMk0FqRirTf5pOwtmEQo5Qeo8++iiDBpV9GoriJnqlqpQzB+DtoXBsm71C+LTJvbxn/sB+U49/ZUwh5sKbtLjwPjEX3uRfGVPYb+rh8BGu7VT4yI9loYm+Il1+H4jd7GHvT7DvF8/Go6qsd7e9S0am69HdMjIzmLVtVqmOP2vWLDp06EDHjh25/vq8s1JPnjw5Z4KYqKgo7r//fmJjY+natSvr1q1j8ODBXHLJJbzyyisAJCcnM3DgQDp37kxMTAyff/45YI13//vvvxMbG8vdd9+NMYa7776b6OhoYmJimDPn4j7FqampTJkyhZiYGDp16sTixYsBOHfuHGPGjKFdu3Zce+219OjRgzVr1vDWW28xbdq0nOe//vrr3HXXXaU6J0oVKXEPvDUUEu2RUMUXRr5O5xF/xc/Xdbr18/Xhxr7uGXVe79FXpIhLoOM42DDbWv7xcZjytdV3UqkCxLwbU+rnZpgMPtrxER/t+KjA7ZsnFdzVc+vWrTz22GMsX76cyMhIEhMT+d///lfo6zRt2pQNGzZw1113MXnyZJYtW0ZqairR0dHccsstBAYG8umnn1KjRg1OnDhBz549ufrqq3nqqafYsmULGzZsAGD+/Pls2LCBjRs3cuLECbp165Yzl322GTNmICJs3ryZ7du3c+WVV7Jz505mzpxJrVq12LZtG1u2bCE2NhaAMWPG8Pjjj/PMM8/g5+fH22+/rfPRK/c4tt0aDTX5iLXs6w+j3oa2w2kGzJzQmamz15GemZUzJS6Aw0fw8/Vh5oTONItwz/wLWqKvaP3uBh/7+mr/8twhcpWqJH788UdGjx5NZKTVMKh27dou97/66qsBaw76Hj16EBYWRp06dQgICOD06dMYY3jggQfo0KEDgwYN4uDBgxw9evSi4/zyyy+MGzcOX19f6tWrR79+/Vi9evVF+0yYMAGANm3a0KxZM3bu3Mkvv/zCddddB5Azhj5AaGgoAwYMYMGCBWzfvp309HRiYkp/8aRUgQ5vgnf+kJvkHYEw7kNoOzxnl/6t67JwWl/GdW9KaIADEQgNcDCue1MWTutL/9Z13RaelugrWq0o6HQ9rH3bWl78uDXbnZbqVRWVPWWsj49PnuljfXx8yMjI4P333+f48eOsXbsWPz8/oqKiSE2tuHG3brzxRp544gnatGnDlClTKux1VTWRsBre/yOk2jNN+ofCn+ZA1MXzvjWLCOHfI6L594iKbVyqid4TLvs7bHgfMtPgwGprcpJWV3o6KlUJFVa9/tjKx5i/c/5FDfGcOcTBqFajeLDng4XuU5ABAwZw7bXXMn36dCIiIkhMTCzR8/M7c+YMdevWxc/Pj8WLFxMfHw9Y89s7T0vbt29fXn31VSZNmkRiYiI///wzzzzzTJ6Lgr59+/L+++8zYMAAdu7cyf79+2ndujVxcXHMnTuX/v37s23bNjZvzj1vPXr0ICEhgXXr1rFpU25XJ6XKbO9S+PA6a255gMBwmPAJNC5wJFqP0UTvCeGNoctkWPWatbz4cWsCEi3Vq2Ka1G4Sn//+ucvpVh2+Dia2m1jiY7dv354HH3yQfv364evrS6dOnYiKiip1rOPHj+eqq64iJiaGrl270qZNGwAiIiKIi4sjOjqaoUOH8vTTT7NixQo6duyIiPD0009Tv3599u3bl3OsqVOncuuttxITE4PD4eCdd94hICCAqVOnMmnSJNq1a0ebNm1o37494eHhOc8bM2YMGzZsoFatWqV+H8WSuAeWv2RNYpKWbJXuOoyxphWu3cK9r60q1q7vYc54yLAvRIMjYeJnUL/y3RpyOalNVVTpJrUpTNIReKFj7odk7Pt57ueo6qu4k6ssPbCU6T9NJyMzI0/J3iEOHL4Onuv3HH0b93VnqJVGZmYm6enpBAYG8vvvvzNo0CB27NiBv78/AMOHD+euu+5i4MCBhR6jzJPauHHaYFXJ/PYlfDwl9+8c1gAmfg51WnsspLJMaqPcJaw+dLsxd3nxE5CV5bl4VJXTt3FfPrnqE0a1GkWoXyiCEOoXyqhWo/jkqk+qTZIHq3tdnz596NixI9deey0zZ87E39+f06dP06pVK4KCglwm+TJL3GMl+fRzF09HmpVurZ870dpPVW2b5sLcSbl/55pNYco3Hk3yRdESvSclH7dK9ekp1vKotyF6pGdjqmha1XkRnS7VM8p03hdMh3WzXM85Lr7QaQJcXXhXRVXJrX0HvpwG2VPORlxqleTDG3swKIurEr3eo/ek0DrQ42b45b/W8pKnoN014FNN5hIqqKozLcn6wtz4oVZ1qqpj01zXSR7AZMK6d63PfWRLiGxl/7S0SoNhDbSdTmW2YiYsuj93uW47K8mHuq9bXHnRRO9pve+EVW9YCe7EDtg8DzqO9XRU7udc1Zlflp34506EW5dVvpJ9BdRCGGMQ/dKvMGWu2cxudV0cSYesn70/5V3vH+p0AZD9u7X1mXL4ly0+VTY/P5N32PKGnazW9cGux5ioLDTRe1pwbeg1FX76P2v5p6cg+o/g6+V/muUvWSV5VzJSrWqyrn8Gv2DwC7R+OwLBLyj3xxEEjoCKKQ1VQC1EYGAgJ0+eJCIiQpN9BTDGcPLkSQIDA0t7AKuxXWZa2QJJS4ZD660fZ+Jrjb+R5wKgFdRpBUFu7kVQ3RkDPzwKvzyXu65pL6uffGB44c+rZPQefSEqdPrP86fhhQ65Ay5c/RJ0vt7lUzwec1k90RjSkkhwOHi3RhgLwkI4J0KwMQxPSmHS2SSauOg6djHJm/j9gvJdGBRyoVDgtkL2TT4Gbw8hwaQXHrP4l7kWIj09nQMHDpTroDIZWRmkpKdwLuNcTm1BsCOYEL8QHD6V86KyImMODAykcePG+Pn5leyJqWfhs1th+wIA15/nLIHOE6HXbXB8B5zYCSd22b935P7/l0RInYsvACJbQXgT8CleW+uEhGW8u+wxFpxP4JxAsIHhQU2YFPcQTZrElTymClAh33VZWVZV/a+v5K5rcTlc9wH4l26oWnfG7eoevUcTvYgMAV4AfIE3jDFP5dseAMwCugAngbHGmH2ujlkeid4j3Zacq4bCm8Ida0tUXVflulo9XJOlQQFMrxtJhggZTiVXhzE4jOG5Yyfoe77iRlArjqVBga5jPn6avu2vg2H/8WCUeVW5zwZVJObjO61+1Cd2AsX4bCQm0XfKkoIvAo2BlBNWws9zAbATTu8veWyOQIhomfdWQJ3WVuMxv6Cc3Zau+h/Tt75GhlBAzPBc+5vp2/3Okr++G1XIZyMrE778K6x/L3ddq6Ew+h2rEFAJ466UiV5EfIGdwBXAAWA1MM4Ys81pn6lAB2PMLSJyHXCtMcblDeyyJvqEswmM/HIkqRmFJ5hARyCfXPVJ+ZaSLyTB8x3gvD0K2bDnoNsNxXqqx2IurcwMEp5uxMj6kaS6KHUEZmXxyeHjNLnkSkhPhfTzkHHe+p39k71c1mrTYkhwOBjZqH7RMR9Posk9pfhydoMq99mgisT82wL49Bbrtg32Z6NJI1Ip/Ps00MePT675vOQxp52Dk7vzXQDsgpO7csfhKDaBmk0gshUJQTUYeXZVEZ9nwyeDXq00JfsK+Wxkplt/2y3zcte1HwkjX7Nu0ZRCRcRdWVvddwd2G2P2AIjIR8A1wDanfa4BHrYfzwNeEhExbrw6Kcn0nyUdWtSlgDDoMw2++6e1vPQ/EDu+WFePHou5NJKPwbw/825IUJ4SREEyRJjVoisPjp1d9HGzMu3En2o18EvP/l3QxUG+fQpcvvhi4l3/tOLFHOSDh89yjir12bBV6pizMq2RLJc61dg4gng3dggZiRvBxZDEGcaULmb/YGjQwfrJE0sWnNmft/Sf/TjleCEHM1YNwen9vFu7Fhk1Ql2+dIbArGWP8+B1X5csZjdx+2cj44I1EM6Or3LXxY6Hq18sU28oT3+mPVmiHwUMMcbcaC9fD/QwxtzutM8We58D9vLv9j4nCjtuWUv0PT/oSUp2v3allFKqgoT6hbLiTytK9VyvHxlPRG4WkTUisub48cKuZIvnXEHdvZRSSik3c1ch05OJ/iDgfDOisb2uwH1ExAGEYzXKy8MY85oxpqsxpmudOnXKFFSwX3CZnq+UUkqVRohf6VrzF8WT9+hXAy1FpDlWQr8O+FO+fb4AJgErgFHAj+68Pw8wvMVwt03/WWyrXoev/249Do6Av26CgMLvpblzytIyObEL5kyA49tz1zXsBGNm8dj2WZUzZhceW/kY83d8TAaFz0ngMIZRZ5N5MPGU1d/2ug88OqhGpf1suFBpYs5Mh2//Ab++nLvOPwyufRnaXpVn10oTcwk89tFQ5qcmuGx3kufznC2sIXS/yZqBs4I/2+V+npOPw3vXwlGn6aCvfAx631EO0eYqbtzDW7hnYjOPleiNMRnA7cAi4DdgrjFmq4g8KiJX27u9CUSIyG5gOnCfu+Oa1G4SjiIGqynt9J/F1nmi1Q8W4NxJWPWqy90rRcz5bfscXuufN8l3mQxTFkLNppUz5iJMajcJRxFdHh3iYOJZe471/SvgrcFwKr4CoitYlT3Pno45+RjMuiZvko9oCTf9eFGSh0oScwlNinsIRxHFJoeBiXV7gG9A7sqkQ/DDI/BcO1hwlzUmQAUp1/N89hC884e8SX7Yc+We5MHznw+P3qM3xnxtjGlljLnEGPO4ve6fxpgv7MepxpjRxphLjTHds1vou1OTGk14rt9zBDoCcUjeP4xDHAQ6Anmu33Pu7dbjCIDL7s5dXvY/l4NpVIqYs2VmwLcPWaPH2V2PcATCNTPhqhdyehFUqpiLqVgxD/wfTQY8krvhxE548wo4tKFig7V57Xl2Z8wH1sCr/SB+We66NsOtJF+nVeWMuRSaNInjufY3E5hl9fN35jCGwCzDc+1vpsl1c+CurXD5AxDiNK57xnlY8xbM6A6z/wi7v7fGA3BnzOV1nk/tg7eG5IyBgPjAiFeK3aXZY3GXko6MV4iEswnM2jaLBXsWkJKeQohfCMNbDGdiu4kVlDDT4aWu1gcS4PL74XLXFRoejznpKMybkvcLslYUjHnv4q5BlSXmUihWzFvmW31xs/v3+4XAmHc9NkmP157n8rbmbfjmHqdxGQQGPAR9phdrpLkqeZ4TljFr2eMsOB9PigghxjA8qBkT4x68uP98xgXY8gmsnAFHNl98sDptoMct0GGs1S3QXTGX5Tyf2GXV1py1m4T5OOCPb0L7EW6Lt1ziLkKlHDDHXarUNLVF2fAhfHaL9TigBvx1Y+WdRCF+BXw8GZKP5K5rNQSufaX6jse9bxl8NC63NkZ84arnrVszqnLJuGC1i1k3K3ddYE0rAbQc5LGwKi1jrAv6lS/D9q8g/0BBQbWh6xTodiPUaOiREAt0ZAu8NyJ3nAHfABj7HrQa7NGwyoMm+qoqKxNm9LBGwALo+zcY+E/PxpSfMdY/+3f/gKzshiYCAx6EPn8r9njbXuvYdnh/FJxJyF3X7z6rdkYnrKkczhywbjUdXJu7rl6MlQBqN/dcXFVF4h749TVruNj8s/j5OKD9tdBzKjTq7Jn4sh1cC++NhNTT1rJfCIz7EFr082hY5UUTfVW2eR7Mt+8b+YXAtE0QEunZmLJdSIYv7oCtn+SuC6oNo96ESwZ4Lq7K5uxheH903kY/sROs0n0ph9RU5WTfLzB3EpxzGoMrZjRc9T+3Vj17pdQzsH62NQlMQePzN+kJPW+12jtU9Oyc8Sus/8HsdkMBNWD8PGjao2LjcCNN9FVZVha8EgfH7JGBe99hdf/wtOM7ra5zJ5xa3DbsbE3TWrNy3ov0qNSzVqlxz+LcdZcMtO7bB4R5Lq7qKrsm6tuHwGRa68QXBj9u3WPW2pbSy8qEHV9b59e5vU628KbQ42bodD0E1XR/PL//CB/+yWo8CFZh5PpPoWGs+1+7Ammir+q2fQFz7WlrHUHWvfqwep6LZ+tn8Plteavpuv4Zhjxl9RhQBctMt2bE2vB+7rr6HWD8xxBW33NxVTdp5+DLO2Hzx7nrQupYM5NF9fFYWF7p0HpY+YrVODUrPe82vxDoNAF6/AUiLnHP6+/4xrrAzm5cGVoPrv8M6rVzz+t5kCb6qs4YePUyOLLJWu5xKwx9yvVz3CEzHb5/GFa8lLvOEQjDn4fYcRUfT1VkDCx5En76v9x14U1hwjxrGlHlXol7rZqoo1ty1zXqatVEhTfyXFzeLukIrH7D6o53Lv/gpmI13O01FaL6ll9typb58MnNuW2HajSGSV+476LCwzTRe4MdC+FDe4Ze3wC4c33FfjElHbFmddq/PHddreZWg6X6MRUXh7dY+6412Eh2tXFgTathULPeHg3Lq+36Hub/Oe+YFJ0nwR+e0ZqoipJ+3qpJWTETjv928fZ60dZ9/OhRpZ73HbDaCnxxBxh7FMtaza0kX7Np6Y9ZyWmi9wbGwBsDc1sGd70Bhj9XMa8dv9zuOnc0d12roXbXuZoVE4M32vktfDzJmhoXrAu4ka9arZRV+cnKgl/+Az8+Tk43MF9/K8F3mezJyKovY2DPElg5E3Z9e/H2kDrWd1y3GyC07sXbXXEeQhysvv0TP/f622Oa6L3F7u+tEagAfPzgznXuvUI1BlbMgO/+6dRgyccaQCTuLu06Vx4OroMPxjjNHy5Wg7Bet3k0LK+RetYauMh5fvGwhlZNVOMCvxNVRTuxy2qpv+GD3IvebL7+Vi+IHrcUOuhWHr88D9//K3e5fger4V1l6ankRprovYUx1rCNCSut5U7XwzUvuX5OaV1Igs9vh22f5a4LjrAGELmkv3tes7o6tQ9mj8odLwGsfsdXPq4XU2VxfAd8ND7veW3WB0a/XfJSonK/86esW1qrXssdtc5ZVF/r/6LVYDgdD8tfgk1zrUbB/qHWvffDG3L3b9zdauhaTWodNdF7k70/w7v2pBriC7evLv/GJcd32F3nduaua9TV6goW3rh8X0tZziXCh9dBwq+569pdA9e+VrZ7ldXVti/gs1vz9gzpORWueFTHLqjsMtPhty+tav0Dqy/eHloPzidaBZ+cQbryieoL4z5yOeunt3GV6LW4UNU0v8z6EINVnf7T0+V7/C2fWLPOOSf5bjfClK81ybtTcG3rPqLzzGjbPreG6zyX6LGwqpysTPj+Eas7anaSdwTByDdgyJOa5KsCXz+IHgk3fg83fA/Rf7QKNdmSj1oXA4UlefGx2l9UoyRfFE30VdGAh3Ifb55rDV5TVpnpsPB+a1Ka9BRrnSPIKlEO+4+2Sq4IfkEw+l3rfmS2/SvgzStzJzdShTuXaA03/ItTI9WazeDG76DDaM/FpUqvSTcY9ZY1ImjcNOuefVHEx+rKp3Jooq+Kmva0RlUDq/vIkifLdrykI9btgJUzc9fVbmFdUXccW7Zjq5Lx8bUGHrry8dx1J3fBG1dYg4+ogh3eBK/1s0ZBy3bJQLh5iXb/9AbhjeGKR4qX6LMyYNMc98dUhWiir6r6P5j7eOsncHRr6Y6zbxm80tcqOWZrPcz+gowuU4iqlESg9+0w6u3cL7aUY/D2MNj1nWdjq4w2zrFqPZzHV+/7d6shVmWd7VGVTlpKMfdLLnqfakQTfVXVuIvVlz3b4idK9nxjYPmLVkk+5Zi1Tnxg0MMwdjYEhpdbqKqUokdaw3Vm/y3SU+CDsXmnUq3OMtPhm3vh05tzxzH3D4Ox78PAf1i1I8q7+Bfzvntx96smNNFXZf0fyH28fQEc2lC852VPsOI8oUdwpJVU+mj/+EolKg7+/C2E2xMFmUxrxK/FT1oXa9VV0lF492qr/3W2yFZw04/Qdrjn4lLu1WGMNYaIKz5+0EFvOTrTb/SqrEEHaHt17nJx7tUf+w1eHwC/fZG7rnE3+MvPXjMvs9ep2wZu+C7vveafnrLGOchML/x5VV3iHlgwHZ5oDA/XtH4vmA5bP7fuxzsPx9z2KivJ12nlsXBVBeh9e9E9J3z9dMCpfDTRV3X9HwDsSSB2LoQDLsYQ2DwPXh+YdwCR7jfD5K91Qo/KrkYDmPINXDIgd92G2VZV/oUkz8XlLru+g5fjrNsUaUmAsX6vfRs+nghJh+0dBQb+E8a8p9P9Vge1W1gTEPkFX1yy9/Gz1o+ZZe2ncmiir+rqtrX6mWZb/PjF+2SkWfcy59+Q23XOLxhGvm5P6FGMlqzK8wLC4E9zIXZC7rrff4C3/2D1nPAWiXusW0vp5y6e2jR7khKw7sdPmA99/6bzx1cnLa+AW5dBl0nW/4SI9bvLJGt9yys8HWGloyPjeYMTu2BG99wvQb9ga5Yo/1BoO8yqrj+8MXf/2pdYDe68cE7masEYWPKUVX2fzZumul0w3SrJ50/y+XUYCyNfq5iYlKrkdGQ8bxfZMne0PLAnhrCrOjd+lDfJtxkONy/WJF+ViUD/++HqF3NHDDuz3+piFr/c9XMru9SzsPGDopM8wI6v3R+PUl7A4ekAVDlI3JN3jPTCxE2zus9pNad36DwRwhrA3EnWLZnU0zBrRNWZ6jb1LBzZZA0EdGiDNSHJyd3Ff772lVaqWDTRe4PlL1ljfLsivtYXoyZ579LyCpjyFbw/xhoPIfMCfDwFzh6qXC2Pc5L6BiuhH1pfsqReEO0rrVSxaKL3BpvmFl3VaTKtYSGH/adiYlIVp2Enazz3nKluDSx6AM4c8MxUtxeSrCFpsxP6oQ12Ui9GeyDxtQYIOn/K9f7aV1qpYvNIoheR2sAcIArYB4wxxpzKt08s8DJQA8gEHjfG6ADGBSluFaZWdXqvWlFww7fw4ThIWGmtWznTSvYjX7MmzHGHC8m5JfVD663kfsK+2CiK+Fq9RhrEQsNY64KlXnur69zLcXZbk0JoX2mlis1TJfr7gB+MMU+JyH328r359jkHTDTG7BKRhsBaEVlkjDldwbFWfv6hdl/jYuynvFdwbZj4GXxyc+6ASL99AbOOWRPlrH/Pqv1JS7Y+Cx3GWAOQFLfP8YVkOLI5N6Ef2mBPZ1zMpF6njZXMG8Zayb1+dMEXINl9pedOtKcjdaqt8vGzkrz2lVaq2DzSvU5EdgCXG2MOi0gDYIkxxmW/IBHZCIwyxuxytV+17F5XnO5IPn5WP1Otuvd+WZmw6EH49WWnlWKN/e48h7dz0szf9zgtJTepZ99XP76D4iV1H6jTNjehZ5fU/YNL9j4S98CKGdYtp5yLk7FWSV6TvFJ5uOpe56lEf9oYU9N+LMCp7OVC9u8OvAu0N8Z5xIyLVctEn7in6KpOv2BrMAn9gqw+Vsyw7tUXxS8IrpkJycdy76uf2Jl3cJrCiI9VUs9T/R5d8qSulCoTV4nebVX3IvI9UL+ATQ86LxhjjIgUerVhl/jfAyYVluRF5GbgZoCmTZuWOuYqS6s6VUF63WYNJbtnsev90s/DvClFH098ILJ1bkLPrn73DymPaJVSbuK2RG+MGVTYNhE5KiINnKrujxWyXw3gK+BBY8xKF6/1GvAaWCX6skVeRWUPC6lVncqZq7kPXBEfaza47Kr3hrHWpDqa1JWqcjzVGO8LYBLwlP378/w7iIg/8Ckwyxgzr2LDq6Jqt7Duwet9eJWtJD0tOlzn1FAuBgK08aZS3sBTif4pYK6I3ADEA2MARKQrcIsx5kZ73WVAhIhMtp832RizoeLDVaqKKm6PjIAwa0Q9pZTX8UiiN8acBAYWsH4NcKP9eDYwu4JDU8q7dBhTvB4ZOviMUl5LJ7VRypv1vt1qjOmKDj6jlFfTRK+UN8vukeEXbJXcnfn4Weu1R4ZSXk0TvVLeLrtHRpdJ1r14Eet3l0nW+vyD5SilvIpHBsxxp2o5YI5SSqlqzdWAOVqiV0oppbyY15XoReQ4Vpe96i4SOOHpIKoBPc8VQ89zxdDzXHHK+1w3M8bUKWiD1yV6ZRGRNYVV46jyo+e5Yuh5rhh6nitORZ5rrbpXSimlvJgmeqWUUsqLaaL3Xq95OoBqQs9zxdDzXDH0PFecCjvXeo9eKaWU8mJaoldKKaW8mCZ6LyIiTURksYhsE5GtIvJXT8fkzUTEV0TWi8gCT8fizUSkpojME5HtIvKbiPTydEzeSETusr83tojIhyIS6OmYvIGIvCUix0Rki9O62iLynYjssn/XcmcMmui9SwbwN2NMO6AncJuItPNwTN7sr8Bvng6iGngBWGiMaQN0RM95uRORRsCdQFdjTDTgC1zn2ai8xjvAkHzr7gN+MMa0BH6wl91GE70XMcYcNsassx8nYX0hNvJsVN5JRBoDw4A3PB2LNxORcOAy4E0AY0yaMea0R4PyXg4gSEQcQDBwyMPxeAVjzM9AYr7V1wDv2o/fBUa4MwZN9F5KRKKATsCvHg7FWz0P3ANkeTgOb9ccOA68bd8meUNEQjwdlLcxxhwEngX2A4eBM8aYbz0blVerZ4w5bD8+AtRz54tpovdCIhIKzAemGWPOejoebyMiw4Fjxpi1no6lGnAAnYGXjTGdgBTcXM1ZHdn3iK/BurBqCISIyATPRlU9GKvrm1u7v2mi9zIi4oeV5N83xnzi6Xi8VBxwtYjsAz4CBojIbM+G5LUOAAeMMdk1U/OwEr8qX4OAvcaY48aYdOAToLeHY/JmR0WkAYD9+5g7X0wTvRcREcG6l/mbMeY5T8fjrYwx9xtjGhtjorAaLP1ojNHSjxsYY44ACSLS2l41ENjmwZC81X6gp4gE298jA9FGj+70BTDJfjwJ+NydL6aJ3rvEAddjlTA32D9/8HRQSpXRHcD7IrIJiAWe8Gw43seuMZkHrAM2Y+UGHSWvHIjIh8AKoLWIHBCRG4CngCtEZBdWbcpTbo1BR8ZTSimlvJeW6JVSSikvpoleKaWU8mKa6JVSSikvpoleKaWU8mKa6JVSSikvpoleqWpGRJLdcMx9IhKZb937InKr03IPEdlkD+qklKogmuiVUu4yHbhbROqIiA/wEjDVHnmtxMSi31lKlZD+0yilEJFLRGShiKwVkaUi0sZef5WI/GpPKPO9iNSz10eIyLf2/OVvAJL/mMaYo1gTpTwN3AJsAlaIyDMistou3f/FPl6oiPwgIutEZLOIXGOvjxKRHSIyC9gCNKmI86GUN9EBc5SqZkQk2RgTmm/dD8AtxphdItIDeNIYM8Ce7OS0McaIyI1AW2PM30Tkf8AJY8yjIjIMWADUMcacyHdcH6xRweoCXYE/AnWNMY+JSACwDBgNJADBxpiz9i2AlUBLoBmwB+htjFnptpOilBdzeDoApZRn2bMd9gY+toY5ByDA/t0YmGNPvOEP7LXXXwaMBDDGfCUipwo6tjEmS0ReBboaY06KyJVABxEZZe8SjpXQDwBPiMhlWFP/NiJ36s54TfJKlZ4meqWUD1apPbaAbS8CzxljvhCRy4GHS3H8LPsHrCr+O4wxi5x3EJHJQB2gizEm3Z4ZMNDenFKK11RK2fQevVLVnDHmLLBXREZDTqO3jvbmcOCg/XiS09N+Bv5k7z8UqFXMl1sE3Jrd8l5EWolIiP06x+wk3x+ryl4pVQ400StV/QTbs2hl/0wHxgM3iMhGYCtwjb3vw1hV+msB5/vvjwCXichWrCr8/cV87TewppldJyJbgFexahbfB7qKyGZgIrC9TO9QKZVDG+MppZRSXkxL9EoppZQX00SvlFJKeTFN9EoppZQX00SvlFJKeTFN9EoppZQX00SvlFJKeTFN9EoppZQX00SvlFJKebH/B9mTOLPEqzNGAAAAAElFTkSuQmCC\n", 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" ] @@ -1021,7 +3295,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 17;\n", + " var nbb_cell_id = 19;\n", " var nbb_unformatted_code = \"result.SST.plot(hue=\\\"skill\\\")\\nplt.title(\\\"Global Mean SST Forecast Error\\\")\\nplt.ylabel(\\\"RMSE\\\")\\nplt.xlabel(\\\"Lead Year\\\")\\nplt.show()\";\n", " var nbb_formatted_code = \"result.SST.plot(hue=\\\"skill\\\")\\nplt.title(\\\"Global Mean SST Forecast Error\\\")\\nplt.ylabel(\\\"RMSE\\\")\\nplt.xlabel(\\\"Lead Year\\\")\\nplt.show()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", @@ -1062,9 +3336,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python [conda env:climpred-dev] *", "language": "python", - "name": "python3" + "name": "conda-env-climpred-dev-py" }, "language_info": { "codemirror_mode": { @@ -1076,7 +3350,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.10" + "version": "3.9.6" }, "toc": { "base_numbering": 1, From 1a64289091a59283e81cdcfea525b6730228dad7 Mon Sep 17 00:00:00 2001 From: AS Date: Mon, 13 Dec 2021 18:58:47 +0100 Subject: [PATCH 11/61] try using climpred-docs --- ci/requirements/docs.yml | 2 +- docs/source/conf.py | 2 +- docs/source/quick-start.ipynb | 4 ++-- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/ci/requirements/docs.yml b/ci/requirements/docs.yml index a15ed4bfb..7760725f3 100644 --- a/ci/requirements/docs.yml +++ b/ci/requirements/docs.yml @@ -4,9 +4,9 @@ channels: - nodefaults dependencies: - python=3.8 - - importlib_metadata - matplotlib-base - myst-nb + - ipykernel - nc-time-axis>=1.4.0 - netcdf4 - sphinx diff --git a/docs/source/conf.py b/docs/source/conf.py index 1621df9a8..66198019c 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -143,7 +143,7 @@ # are breaking. # nbsphinx_allow_errors = True -nbsphinx_kernel_name = "climpred-dev" +nbsphinx_kernel_name = "climpred-docs" # Napoleon configurations diff --git a/docs/source/quick-start.ipynb b/docs/source/quick-start.ipynb index e9b44ca19..2755c8ff7 100644 --- a/docs/source/quick-start.ipynb +++ b/docs/source/quick-start.ipynb @@ -1479,7 +1479,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "{:py:meth}`.PredictionEnsemble.plot()` shows all associated datasets (`initialized`,`uninitialized` if present,`observations` if present) if only climpred dimension (`lead`,`init`,`member`,`time`) are present, e.g. `plot()` does not work for `lat`, `lon`, `model`, ..." + "{py:meth}`.PredictionEnsemble.plot()` shows all associated datasets (`initialized`,`uninitialized` if present,`observations` if present) if only climpred dimension (`lead`,`init`,`member`,`time`) are present, e.g. `plot()` does not work for `lat`, `lon`, `model`, ..." ] }, { @@ -2576,7 +2576,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Alternatively, when supplying the `kwargs` `dim='init_or_time'`, the matching `dim` is applied only and hence does not raise `UserWarning`s." + "Alternatively, when supplying the `kwargs` `dim=\"init_or_time\"`, the matching `dim` is applied only and hence does not raise `UserWarning`s." ] }, { From 6c7920d17c0b0355835f65c83cd961c8919b134f Mon Sep 17 00:00:00 2001 From: AS Date: Mon, 13 Dec 2021 19:33:12 +0100 Subject: [PATCH 12/61] climpred-docs in qs --- ci/requirements/docs_notebooks.yml | 2 +- docs/source/conf.py | 2 +- docs/source/quick-start.ipynb | 4 ++-- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/ci/requirements/docs_notebooks.yml b/ci/requirements/docs_notebooks.yml index 3ec429428..2a8191871 100644 --- a/ci/requirements/docs_notebooks.yml +++ b/ci/requirements/docs_notebooks.yml @@ -4,7 +4,7 @@ channels: - nodefaults dependencies: - python>=3.7 - - importlib_metadata + - ipykernel - jupyterlab - matplotlib-base - myst-nb diff --git a/docs/source/conf.py b/docs/source/conf.py index 66198019c..05d3712e1 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -143,7 +143,7 @@ # are breaking. # nbsphinx_allow_errors = True -nbsphinx_kernel_name = "climpred-docs" +nbsphinx_kernel_name = "climpred-docs-notebooks" # Napoleon configurations diff --git a/docs/source/quick-start.ipynb b/docs/source/quick-start.ipynb index 2755c8ff7..e789775d2 100644 --- a/docs/source/quick-start.ipynb +++ b/docs/source/quick-start.ipynb @@ -3336,9 +3336,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:climpred-dev] *", + "display_name": "Python [conda env:climpred-docs]", "language": "python", - "name": "conda-env-climpred-dev-py" + "name": "conda-env-climpred-docs-py" }, "language_info": { "codemirror_mode": { From a522c2d65353cd38661327084a9707950f965a2f Mon Sep 17 00:00:00 2001 From: AS Date: Mon, 13 Dec 2021 20:21:35 +0100 Subject: [PATCH 13/61] no nbsphinx_kernel_name --- ci/requirements/docs.yml | 2 +- ci/requirements/docs_notebooks.yml | 2 +- docs/source/conf.py | 2 +- docs/source/quick-start.ipynb | 6 +++--- 4 files changed, 6 insertions(+), 6 deletions(-) diff --git a/ci/requirements/docs.yml b/ci/requirements/docs.yml index 7760725f3..75e6a0b14 100644 --- a/ci/requirements/docs.yml +++ b/ci/requirements/docs.yml @@ -6,7 +6,7 @@ dependencies: - python=3.8 - matplotlib-base - myst-nb - - ipykernel + #- ipykernel - nc-time-axis>=1.4.0 - netcdf4 - sphinx diff --git a/ci/requirements/docs_notebooks.yml b/ci/requirements/docs_notebooks.yml index 2a8191871..f542ed8cc 100644 --- a/ci/requirements/docs_notebooks.yml +++ b/ci/requirements/docs_notebooks.yml @@ -4,7 +4,7 @@ channels: - nodefaults dependencies: - python>=3.7 - - ipykernel + #- ipykernel - jupyterlab - matplotlib-base - myst-nb diff --git a/docs/source/conf.py b/docs/source/conf.py index 05d3712e1..cc49c2b71 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -143,7 +143,7 @@ # are breaking. # nbsphinx_allow_errors = True -nbsphinx_kernel_name = "climpred-docs-notebooks" +# nbsphinx_kernel_name = "climpred-docs" # Napoleon configurations diff --git a/docs/source/quick-start.ipynb b/docs/source/quick-start.ipynb index e789775d2..46ef03c69 100644 --- a/docs/source/quick-start.ipynb +++ b/docs/source/quick-start.ipynb @@ -3336,9 +3336,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:climpred-docs]", + "display_name": "Python 3", "language": "python", - "name": "conda-env-climpred-docs-py" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -3350,7 +3350,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.6" + "version": "3.8.12" }, "toc": { "base_numbering": 1, From 383a335ce4a380b1ee0fa241158aebeb958bd66c Mon Sep 17 00:00:00 2001 From: AS Date: Mon, 13 Dec 2021 22:19:28 +0100 Subject: [PATCH 14/61] links py:class :meth: --- CHANGELOG.rst | 215 +++++++++++++-------------- climpred/classes.py | 104 ++++++------- climpred/comparisons.py | 24 +-- climpred/metrics.py | 10 +- climpred/options.py | 6 +- climpred/tutorial.py | 2 +- docs/source/api.rst | 22 +-- docs/source/comparisons.rst | 35 ++--- docs/source/index.rst | 2 +- docs/source/initialized-datasets.rst | 2 +- docs/source/metrics.rst | 11 +- docs/source/reference_forecast.rst | 48 ++---- docs/source/setting-up-data.rst | 24 +-- docs/source/significance.rst | 2 +- docs/source/terminology.rst | 4 +- docs/source/why-climpred.rst | 13 +- 16 files changed, 246 insertions(+), 278 deletions(-) diff --git a/CHANGELOG.rst b/CHANGELOG.rst index 319b1bb35..722847bbf 100644 --- a/CHANGELOG.rst +++ b/CHANGELOG.rst @@ -29,7 +29,7 @@ Bug Fixes New Features ------------ -- Upon instantiation, :py:class:`~climpred.classes.PredictionEnsemble` generates new +- Upon instantiation, :py:class:`.PredictionEnsemble` generates new 2-dimensional coordinate ``valid_time`` for ``initialized`` from ``init`` and ``lead``, which is matched with ``time`` from ``verification`` during alignment. (:issue:`575`, :pr:`675`, :pr:`678`) `Aaron Spring`_. @@ -51,18 +51,17 @@ Data variables: - Allow ``lead`` as ``float`` also if ``calendar="360_day"`` or ``lead.attrs["units"]`` not in ``["years","seasons","months"]``. (:issue:`564`, :pr:`675`) `Aaron Spring`_. -- Implement :py:meth:`~climpred.classes.HindcastEnsemble.generate_uninitialized` in - :py:class:`~climpred.classes.PredictionEnsemble` resampling years without replacement +- Implement :py:meth:`.HindcastEnsemble.generate_uninitialized` in + :py:class:`.PredictionEnsemble` resampling years without replacement from ``initialized``. (:issue:`589`, :pr:`591`) `Aaron Spring`_. - Implement Logarithmic Ensemble Skill Score :py:func:`~climpred.metrics._less`. (:issue:`239`, :pr:`687`) `Aaron Spring`_. -- :py:meth:`~climpred.classes.HindcastEnsemble.remove_seasonality` and - :py:meth:`~climpred.classes.PerfectModelEnsemble.remove_seasonality` remove the +- :py:meth:`.HindcastEnsemble.remove_seasonality` and + :py:meth:`.PerfectModelEnsemble.remove_seasonality` remove the seasonality of all ``climpred`` datasets. (:issue:`530`, :pr:`688`) `Aaron Spring`_. -- Add keyword ``groupby`` in :py:meth:`~climpred.classes.HindcastEnsemble.verify`, - :py:meth:`~climpred.classes.PerfectModelEnsemble.verify`, - :py:meth:`~climpred.classes.HindcastEnsemble.bootstrap` and - :py:meth:`~climpred.classes.PerfectModelEnsemble.bootstrap` to group skill by +- Add keyword ``groupby`` in :py:meth:`.HindcastEnsemble.verify`, + :py:meth:`.PerfectModelEnsemble.verify`, :py:meth:`.HindcastEnsemble.bootstrap` and + :py:meth:`.PerfectModelEnsemble.bootstrap` to group skill by initializations seasonality. (:issue:`635`, :pr:`690`) `Aaron Spring`_. @@ -93,7 +92,7 @@ Data variables: sst (month, lead, model) float64 0.4127 0.3837 0.3915 ... 1.255 3.98 >>> skill.sst.plot(hue="model", col="month", col_wrap=3) -- :py:meth:`~climpred.classes.HindcastEnsemble.plot_alignment` shows how forecast and +- :py:meth:`.HindcastEnsemble.plot_alignment` shows how forecast and observations are aligned based on the `alignment `_ keyword. This may help understanding which dates are matched for the different ``alignment`` approaches. (:issue:`701`, :pr:`702`) `Aaron Spring`_. @@ -115,7 +114,7 @@ Data variables: - Add ``seasonality="weekofyear"`` in ``reference="climatology"``. (:pr:`703`) `Aaron Spring`_. - Compute ``reference="persistence"`` in - :py:class:`~climpred.classes.PerfectModelEnsemble` from ``initialized`` first ``lead`` + :py:class:`.PerfectModelEnsemble` from ``initialized`` first ``lead`` if :py:class:`~climpred.options.set_options` ``(PerfectModel_persistence_from_initialized_lead_0=True)`` (``False`` by default) using :py:func:`~climpred.reference.compute_persistence_from_first_lead`. @@ -127,8 +126,8 @@ Internals/Minor Fixes - Reduce dependencies. (:pr:`686`) `Aaron Spring`_. - Add `typing `_. (:issue:`685`, :pr:`692`) `Aaron Spring`_. -- refactor ``add_attrs`` into :py:meth:`~climpred.classes.HindcastEnsemble.verify` and - :py:meth:`~climpred.classes.HindcastEnsemble.bootstrap`. Now all keywords are +- refactor ``add_attrs`` into :py:meth:`.HindcastEnsemble.verify` and + :py:meth:`.HindcastEnsemble.bootstrap`. Now all keywords are captured in the skill dataset attributes ``.attrs``. (:issue:`475`, :pr:`694`) `Aaron Spring`_. - docstrings formatting with `blackdocs `_. @@ -148,11 +147,11 @@ are implemented. Bug Fixes --------- -- Fix ``results="p"`` in :py:meth:`~climpred.classes.HindcastEnsemble.bootstrap` and - :py:meth:`~climpred.classes.PerfectModelEnsemble.bootstrap` when +- Fix ``results="p"`` in :py:meth:`.HindcastEnsemble.bootstrap` and + :py:meth:`.PerfectModelEnsemble.bootstrap` when ``reference='climatology'``. (:issue:`668`, :pr:`670`) `Aaron Spring`_. -- :py:meth:`~climpred.classes.HindcastEnsemble.remove_bias` for ``how`` in +- :py:meth:`.HindcastEnsemble.remove_bias` for ``how`` in ``["modified_quantile", "basic_quantile", "gamma_mapping", "normal_mapping"]`` from `bias_correction `__ takes all ``member`` to create model distribution. (:pr:`667`) `Aaron Spring`_. @@ -161,7 +160,7 @@ New Features ------------ - allow more `bias reduction `_ methods wrapped from `xclim `__ in - :py:meth:`~climpred.classes.HindcastEnsemble.remove_bias`: + :py:meth:`.HindcastEnsemble.remove_bias`: * ``how="EmpiricalQuantileMapping"``: :py:class:`~xclim.sdba.adjustment.EmpiricalQuantileMapping` @@ -185,30 +184,30 @@ climpred v2.1.5 (2021-08-12) While ``climpred`` has used in the `ASP summer colloquium 2021 `_, -many new features in :py:meth:`~climpred.classes.HindcastEnsemble.remove_bias` were +many new features in :py:meth:`.HindcastEnsemble.remove_bias` were implemented. Breaking changes ---------------- - renamed ``cross_validate`` to ``cv=False`` in - :py:meth:`~climpred.classes.HindcastEnsemble.remove_bias`. + :py:meth:`.HindcastEnsemble.remove_bias`. Only used when ``train_test_split='unfair-cv'``. (:issue:`648`, :pr:`655`). `Aaron Spring`_. Bug Fixes --------- - Shift back ``init`` by ``lead`` after - :py:meth:`~climpred.classes.HindcastEnsemble.verify`. + :py:meth:`.HindcastEnsemble.verify`. (:issue:`644`, :pr:`645`) `Aaron Spring`_. New Features ------------ -- :py:meth:`~climpred.classes.HindcastEnsemble.remove_bias` accepts new keyword +- :py:meth:`.HindcastEnsemble.remove_bias` accepts new keyword ``train_test_split='fair/unfair/unfair-cv'`` (default ``unfair``) following `Risbey et al. 2021 `_. (:issue:`648`, :pr:`655`) `Aaron Spring`_. - allow more `bias reduction `_ methods in - :py:meth:`~climpred.classes.HindcastEnsemble.remove_bias`: + :py:meth:`.HindcastEnsemble.remove_bias`: * ``how="additive_mean"``: correcting the mean forecast additively (already implemented) @@ -221,7 +220,7 @@ New Features * ``how="basic_quantile"``: `Themeßl et al. 2011 `_ * ``how="gamma_mapping"`` and ``how="normal_mapping"``: `Switanek et al. 2017 `_ -- :py:meth:`~climpred.classes.HindcastEnsemble.remove_bias` now does +- :py:meth:`.HindcastEnsemble.remove_bias` now does `leave-one-out cross validation `_ when passing ``cv='LOO'`` and ``train_test_split='unfair-cv'``. ``cv=True`` falls back to ``cv='LOO'``. (:issue:`643`, :pr:`646`) `Aaron Spring`_. @@ -238,8 +237,8 @@ New Features (:issue:`639`, :pr:`656`) `Aaron Spring`_. - Raise warning when dimensions ``time``, ``init`` or ``member`` are chunked to show user how to circumvent ``xskillscore`` chunking ``ValueError`` when passing these - dimensions as ``dim`` in :py:meth:`~climpred.classes.HindcastEnsemble.verify` or - :py:meth:`~climpred.classes.HindcastEnsemble.bootstrap`. + dimensions as ``dim`` in :py:meth:`.HindcastEnsemble.verify` or + :py:meth:`.HindcastEnsemble.bootstrap`. (:issue:`509`, :pr:`658`) `Aaron Spring`_. - Implement ``PredictionEnsemble.chunks``. (:pr:`658`) `Aaron Spring`_. @@ -256,7 +255,7 @@ Documentation (`GH `_) `Aaron Spring`_. - Use ``NMME_OIv2_Nino34_sst`` and ``NMME_hindcast_Nino34_sst`` with monthly leads for `bias reduction `_ demonstrating - :py:meth:`~climpred.classes.HindcastEnsemble.remove_bias`. + :py:meth:`.HindcastEnsemble.remove_bias`. (:pr:`646`) `Aaron Spring`_. @@ -269,10 +268,10 @@ New Features (:issue:`404`, :pr:`603`) `Aaron Spring`_. - Allow to set ``seasonality`` via :py:class:`~climpred.options.set_options` to specify how to group in ``verify(reference='climatology'`` or in - :py:meth:`~climpred.classes.HindcastEnsemble.remove_bias`. + :py:meth:`.HindcastEnsemble.remove_bias`. (:issue:`529`, :pr:`593`, :pr:`603`) `Aaron Spring`_. - Allow ``weekofyear`` via ``datetime`` in - :py:meth:`~climpred.classes.HindcastEnsemble.remove_bias`, but not yet implemented in + :py:meth:`.HindcastEnsemble.remove_bias`, but not yet implemented in ``verify(reference='climatology')``. (:issue:`529`, :pr:`603`) `Aaron Spring`_. - Allow more dimensions in ``initialized`` than in ``observations``. This is particular useful if you have forecasts from multiple models (in a ``model`` dimension) and want @@ -286,7 +285,7 @@ New Features * ``"member"``: ``"realization"`` * ``"lead"``: ``"forecast_period"`` - If ``lead`` coordinate is ``pd.Timedelta``, - :py:class:`~climpred.classes.PredictionEnsemble` converts ``lead`` coordinate upon + :py:class:`.PredictionEnsemble` converts ``lead`` coordinate upon instantiation to integer ``lead`` and corresponding ``lead.attrs["units"]``. (:issue:`606`, :pr:`627`) `Aaron Spring`_. - Require ``xskillscore >= 0.0.20``. @@ -298,8 +297,8 @@ New Features ``warn_for_rename_to_climpred_dims``, ``warn_for_init_coords_int_to_annual``, ``climpred_warnings`` via :py:class:`~climpred.options.set_options`. (:issue:`628`, :pr:`631`) `Aaron Spring`_. -- :py:class:`~climpred.classes.PredictionEnsemble` acts like - :py:class:`~xarray.Dataset` and understands ``data_vars``, ``dims``, ``sizes``, +- :py:class:`.PredictionEnsemble` acts like + :py:class:`xarray.Dataset` and understands ``data_vars``, ``dims``, ``sizes``, ``coords``, ``nbytes``, ``equals``, ``identical``, ``__iter__``, ``__len__``, ``__contains__``, ``__delitem__``. (:issue:`568`, :pr:`632`) `Aaron Spring`_. @@ -320,7 +319,7 @@ Documentation working with "on-the-fly" reforecasts with ``hdate`` dimension. (:issue:`588`, :pr:`593`) `Aaron Spring`_. - Added example `climpred on GPU `_. Running - :py:meth:`~climpred.classes.PerfectModelEnsemble.verify` on GPU with `cupy-xarray + :py:meth:`.PerfectModelEnsemble.verify` on GPU with `cupy-xarray `_ finishes 10x faster. (:issue:`592`, :pr:`607`) `Aaron Spring`_. - How to work with biweekly aggregates in ``climpred``, see @@ -344,10 +343,10 @@ Breaking changes New Features ------------ -- :py:meth:`~climpred.classes.HindcastEnsemble.verify`, - :py:meth:`~climpred.classes.PerfectModelEnsemble.verify`, - :py:meth:`~climpred.classes.HindcastEnsemble.bootstrap` and - :py:meth:`~climpred.classes.PerfectModelEnsemble.bootstrap` +- :py:meth:`.HindcastEnsemble.verify`, + :py:meth:`.PerfectModelEnsemble.verify`, + :py:meth:`.HindcastEnsemble.bootstrap` and + :py:meth:`.PerfectModelEnsemble.bootstrap` accept reference ``climatology``. Furthermore, reference ``persistence`` also allows probabilistic metrics (:issue:`202`, :issue:`565`, :pr:`566`) `Aaron Spring`_. - Added new metric :py:class:`~climpred.metrics._roc` Receiver Operating @@ -355,12 +354,12 @@ New Features Bug fixes --------- -- :py:meth:`~climpred.classes.HindcastEnsemble.verify` and - :py:meth:`~climpred.classes.HindcastEnsemble.bootstrap` accept ``dim`` as ``list``, +- :py:meth:`.HindcastEnsemble.verify` and + :py:meth:`.HindcastEnsemble.bootstrap` accept ``dim`` as ``list``, ``set``, ``tuple`` or ``str`` (:issue:`519`, :pr:`558`) `Aaron Spring`_. -- :py:meth:`~climpred.classes.PredictionEnsemble.map` now does not fail silently when +- :py:meth:`.PredictionEnsemble.map` now does not fail silently when applying a function to all ``xr.Datasets`` of - :py:class:`~climpred.classes.PredictionEnsemble`. Instead, ``UserWarning``s are + :py:class:`.PredictionEnsemble`. Instead, ``UserWarning``s are raised. Furthermore, ``PredictionEnsemble.map(func, *args, **kwargs)`` applies only function to Datasets with matching dims if ``dim="dim0_or_dim1"`` is passed as ``**kwargs``. (:issue:`417`, :issue:`437`, :pr:`552`) `Aaron Spring`_. @@ -373,7 +372,7 @@ Internals/Minor Fixes (:issue:`545`, :pr:`560`) `Aaron Spring`_. - Github actions now cancels previous commits, instead of running the full testing suite on every single commit. (:pr:`560`) `Aaron Spring`_. -- :py:meth:`~climpred.classes.PerfectModelEnsemble.verify` does not add +- :py:meth:`.PerfectModelEnsemble.verify` does not add climpred attributes to skill by default anymore. (:pr:`560`) `Aaron Spring`_. - Drop ``python==3.6`` support. (:pr:`573`) `Aaron Spring`_. @@ -406,17 +405,17 @@ New Features Bug fixes --------- -- :py:meth:`~climpred.classes.PredictionEnsemble.smooth` now carries ``lead.attrs`` +- :py:meth:`.PredictionEnsemble.smooth` now carries ``lead.attrs`` (:issue:`527`, pr:`521`) `Aaron Spring`_. -- :py:meth:`~climpred.classes.PerfectModelEnsemble.verify` now works with ``references`` +- :py:meth:`.PerfectModelEnsemble.verify` now works with ``references`` also for geospatial inputs, which returned ``NaN`` before. (:issue:`522`, pr:`521`) `Aaron Spring`_. -- :py:meth:`~climpred.classes.PredictionEnsemble.plot` now shifts composite lead +- :py:meth:`.PredictionEnsemble.plot` now shifts composite lead frequencies like ``days``, ``pentads``, ``seasons`` correctly. (:issue:`532`, :pr:`533`) `Aaron Spring`_. - Adapt to ``xesmf>=0.5.2`` for spatial xesmf smoothing. (:issue:`543`, :pr:`548`) `Aaron Spring`_. -- :py:meth:`~climpred.classes.HindcastEnsemble.remove_bias` now carries attributes. +- :py:meth:`.HindcastEnsemble.remove_bias` now carries attributes. (:issue:`531`, :pr:`551`) `Aaron Spring`_. @@ -429,86 +428,86 @@ Breaking changes This version introduces a lot of breaking changes. We are trying to overhaul ``climpred`` to have an intuitive API that also forces users to think about methodology choices when running functions. The main breaking changes we introduced are for -:py:meth:`~climpred.classes.HindcastEnsemble.verify` and -:py:meth:`~climpred.classes.PerfectModelEnsemble.verify`. Now, instead of assuming +:py:meth:`.HindcastEnsemble.verify` and +:py:meth:`.PerfectModelEnsemble.verify`. Now, instead of assuming defaults for most keywords, we require the user to define ``metric``, ``comparison``, ``dim``, and ``alignment`` (for hindcast systems). We also require users to designate the number of ``iterations`` for bootstrapping. - User now has to designate number of iterations with ``iterations=...`` in - :py:meth:`~climpred.classes.HindcastEnsemble.bootstrap` (:issue:`384`, :pr:`436`) + :py:meth:`.HindcastEnsemble.bootstrap` (:issue:`384`, :pr:`436`) `Aaron Spring`_ and `Riley X. Brady`_. - Make ``metric``, ``comparison``, ``dim``, and ``alignment`` required (previous default - ``None``) arguments for :py:meth:`~climpred.classes.HindcastEnsemble.verify` + ``None``) arguments for :py:meth:`.HindcastEnsemble.verify` (:issue:`384`, :pr:`436`) `Aaron Spring`_ and `Riley X. Brady`_. - Metric :py:class:`~climpred.metrics._brier_score` and :py:func:`~climpred.metrics._threshold_brier_score` now requires callable keyword argument ``logical`` instead of ``func`` (:pr:`388`) `Aaron Spring`_. -- :py:meth:`~climpred.classes.HindcastEnsemble.verify` does not correct ``dim`` +- :py:meth:`.HindcastEnsemble.verify` does not correct ``dim`` automatically to ``member`` for probabilistic metrics. (:issue:`282`, :pr:`407`) `Aaron Spring`_. - Users can no longer add multiple observations to - :py:class:`~climpred.classes.HindcastEnsemble`. This will make current and future + :py:class:`.HindcastEnsemble`. This will make current and future development much easier on maintainers (:issue:`429`, :pr:`453`) `Riley X. Brady`_. - Standardize the names of the output coordinates for - :py:meth:`~climpred.classes.PredictionEnsemble.verify` and - :py:meth:`~climpred.classes.PredictionEnsemble.bootstrap` to ``initialized``, + :py:meth:`.PredictionEnsemble.verify` and + :py:meth:`.PredictionEnsemble.bootstrap` to ``initialized``, ``uninitialized``, and ``persistence``. ``initialized`` showcases the metric result after comparing the initialized ensemble to the verification data; ``uninitialized`` when comparing the uninitialized (historical) ensemble to the verification data; ``persistence`` is the evaluation of the persistence forecast (:issue:`460`, :pr:`478`, :issue:`476`, :pr:`480`) `Aaron Spring`_. -- ``reference`` keyword in :py:meth:`~climpred.classes.HindcastEnsemble.verify` should +- ``reference`` keyword in :py:meth:`.HindcastEnsemble.verify` should be choosen from [``uninitialized``, ``persistence``]. ``historical`` no longer works. (:issue:`460`, :pr:`478`, :issue:`476`, :pr:`480`) `Aaron Spring`_. -- :py:meth:`~climpred.classes.HindcastEnsemble.verify` returns no ``skill`` dimension +- :py:meth:`.HindcastEnsemble.verify` returns no ``skill`` dimension if ``reference=None`` (:pr:`480`) `Aaron Spring`_. - ``comparison`` is not applied to uninitialized skill in - :py:meth:`~climpred.classes.HindcastEnsemble.bootstrap`. + :py:meth:`.HindcastEnsemble.bootstrap`. (:issue:`352`, :pr:`418`) `Aaron Spring`_. New Features ------------ This release is accompanied by a bunch of new features. Math operations can now be used -with our :py:class:`~climpred.classes.PredictionEnsemble` objects and their variables +with our :py:class:`.PredictionEnsemble` objects and their variables can be sub-selected. Users can now quick plot time series forecasts with these objects. -Bootstrapping is available for :py:class:`~climpred.classes.HindcastEnsemble`. Spatial +Bootstrapping is available for :py:class:`.HindcastEnsemble`. Spatial dimensions can be passed to metrics to do things like pattern correlation. New metrics have been implemented based on Contingency tables. We now include an early version -of bias removal for :py:class:`~climpred.classes.HindcastEnsemble`. +of bias removal for :py:class:`.HindcastEnsemble`. -- Use math operations like ``+-*/`` with :py:class:`~climpred.classes.HindcastEnsemble` - and :py:class:`~climpred.classes.PerfectModelEnsemble`. See +- Use math operations like ``+-*/`` with :py:class:`.HindcastEnsemble` + and :py:class:`.PerfectModelEnsemble`. See `demo `_ Arithmetic-Operations-with-PredictionEnsemble-Objects. (:pr:`377`) `Aaron Spring`_. -- Subselect data variables from :py:class:`~climpred.classes.PerfectModelEnsemble` as - from :py:class:`~xarray.Dataset`: +- Subselect data variables from :py:class:`.PerfectModelEnsemble` as + from :py:class:`xarray.Dataset`: ``PredictionEnsemble[["var1", "var3"]]`` (:pr:`409`) `Aaron Spring`_. -- Plot all datasets in :py:class:`~climpred.classes.HindcastEnsemble` or - :py:class:`~climpred.classes.PerfectModelEnsemble` by - :py:meth:`~climpred.classes.PredictionEnsemble.plot` if no other spatial dimensions +- Plot all datasets in :py:class:`.HindcastEnsemble` or + :py:class:`.PerfectModelEnsemble` by + :py:meth:`.PredictionEnsemble.plot` if no other spatial dimensions are present. (:pr:`383`) `Aaron Spring`_. -- Bootstrapping now available for :py:class:`~climpred.classes.HindcastEnsemble` as - :py:meth:`~climpred.classes.HindcastEnsemble.bootstrap`, which is analogous to - the :py:class:`~climpred.classes.PerfectModelEnsemble` method. +- Bootstrapping now available for :py:class:`.HindcastEnsemble` as + :py:meth:`.HindcastEnsemble.bootstrap`, which is analogous to + the :py:class:`.PerfectModelEnsemble` method. (:issue:`257`, :pr:`418`) `Aaron Spring`_. -- :py:meth:`~climpred.classes.HindcastEnsemble.verify` allows all dimensions from +- :py:meth:`.HindcastEnsemble.verify` allows all dimensions from ``initialized`` ensemble as ``dim``. This allows e.g. spatial dimensions to be used for pattern correlation. Make sure to use ``skipna=True`` when using spatial dimensions and output has NaNs (in the case of land, for instance). (:issue:`282`, :pr:`407`) `Aaron Spring`_. - Allow binary forecasts at when calling - :py:meth:`~climpred.classes.HindcastEnsemble.verify`, + :py:meth:`.HindcastEnsemble.verify`, rather than needing to supply binary results beforehand. In other words, ``hindcast.verify(metric='bs', comparison='m2o', dim='member', logical=logical)`` is now the same as ``hindcast.map(logical).verify(metric='brier_score', comparison='m2o', dim='member'``. (:pr:`431`) `Aaron Spring`_. - Check ``calendar`` types when using - :py:meth:`~climpred.classes.HindcastEnsemble.add_observations`, - :py:meth:`~climpred.classes.HindcastEnsemble.add_uninitialized`, - :py:meth:`~climpred.classes.PerfectModelEnsemble.add_control` to ensure that the + :py:meth:`.HindcastEnsemble.add_observations`, + :py:meth:`.HindcastEnsemble.add_uninitialized`, + :py:meth:`.PerfectModelEnsemble.add_control` to ensure that the verification data calendars match that of the initialized ensemble. (:issue:`300`, :pr:`452`, :issue:`422`, :pr:`462`) `Riley X. Brady`_ and `Aaron Spring`_. @@ -522,8 +521,8 @@ of bias removal for :py:class:`~climpred.classes.HindcastEnsemble`. * ranked probability score :py:func:`~climpred.metrics._rps` * contingency table and related scores :py:func:`~climpred.metrics._contingency` -- Perfect Model :py:meth:`~climpred.classes.PerfectModelEnsemble.verify` - no longer requires ``control`` in :py:class:`~climpred.classes.PerfectModelEnsemble`. +- Perfect Model :py:meth:`.PerfectModelEnsemble.verify` + no longer requires ``control`` in :py:class:`.PerfectModelEnsemble`. It is only required when ``reference=['persistence']``. (:pr:`461`) `Aaron Spring`_. - Implemented bias removal :py:class:`~climpred.classes.HindcastEnsemble.remove_bias`. @@ -537,8 +536,8 @@ Deprecated - ``spatial_smoothing_xrcoarsen`` no longer used for spatial smoothing. (:pr:`391`) `Aaron Spring`_. - ``compute_metric``, ``compute_uninitialized`` and ``compute_persistence`` no longer - in use for :py:class:`~climpred.classes.PerfectModelEnsemble` in favor of - :py:meth:`~climpred.classes.PerfectModelEnsemble.verify` with the ``reference`` + in use for :py:class:`.PerfectModelEnsemble` in favor of + :py:meth:`.PerfectModelEnsemble.verify` with the ``reference`` keyword instead. (:pr:`436`, :issue:`468`, :pr:`472`) `Aaron Spring`_ and `Riley X. Brady`_. - ``'historical'`` no longer a valid choice for ``reference``. Use ``'uninitialized'`` @@ -547,19 +546,19 @@ Deprecated Bug Fixes --------- -- :py:meth:`~climpred.classes.PredictionEnsemble.verify` and - :py:meth:`~climpred.classes.PredictionEnsemble.bootstrap` now accept +- :py:meth:`.PredictionEnsemble.verify` and + :py:meth:`.PredictionEnsemble.bootstrap` now accept ``metric_kwargs``. (:pr:`387`) `Aaron Spring`_. -- :py:meth:`~climpred.classes.PerfectModelEnsemble.verify` now accepts +- :py:meth:`.PerfectModelEnsemble.verify` now accepts ``'uninitialized'`` as a reference. (:pr:`395`) `Riley X. Brady`_. -- Spatial and temporal smoothing :py:meth:`~climpred.classes.PredictionEnsemble.smooth` +- Spatial and temporal smoothing :py:meth:`.PredictionEnsemble.smooth` now work as expected and rename time dimensions after :py:meth:`~climpred.classes.PredictionEnsembleEnsemble.verify`. (:pr:`391`) `Aaron Spring`_. - ``PredictionEnsemble.verify(comparison='m2o', references=['uninitialized', 'persistence']`` does not fail anymore. (:issue:`385`, :pr:`400`) `Aaron Spring`_. - Remove bias using ``dayofyear`` in - :py:meth:`~climpred.classes.HindcastEnsemble.reduce_bias`. + :py:meth:`.HindcastEnsemble.reduce_bias`. (:pr:`443`) `Aaron Spring`_. - ``climpred`` works with ``dask=>2.28``. (:issue:`479`, :pr:`482`) `Aaron Spring`_. @@ -568,7 +567,7 @@ Documentation - Updates ``climpred`` tagline to "Verification of weather and climate forecasts." (:pr:`420`) `Riley X. Brady`_. - Adds section on how to use arithmetic with - :py:class:`~climpred.classes.HindcastEnsemble`. + :py:class:`.HindcastEnsemble`. (:pr:`378`) `Riley X. Brady`_. - Add docs section for similar open-source forecasting packages. (:pr:`432`) `Riley X. Brady`_. @@ -578,7 +577,7 @@ Documentation Internals/Minor Fixes --------------------- -- :py:meth:`~climpred.classes.PredictionEnsemble.verify` replaces deprecated +- :py:meth:`.PredictionEnsemble.verify` replaces deprecated ``PerfectModelEnsemble.compute_metric()`` and accepts ``reference`` as keyword. (:pr:`387`) `Aaron Spring`_. - Cleared out unnecessary statistics functions from ``climpred`` and migrated them to @@ -595,7 +594,7 @@ Internals/Minor Fixes `Riley X. Brady`_ - Switch from Travis CI and Coveralls to Github Actions and CodeCov. (:pr:`471`) `Riley X. Brady`_ -- Assertion functions added for :py:class:`~climpred.classes.PerfectModelEnsemble`: +- Assertion functions added for :py:class:`.PerfectModelEnsemble`: :py:func:`~climpred.testing.assert_PredictionEnsemble`. (:pr:`391`) `Aaron Spring`_. - Test all metrics against synthetic data. (:pr:`388`) `Aaron Spring`_. @@ -613,15 +612,15 @@ Breaking Changes New Features ------------ -- :py:class:`~climpred.classes.HindcastEnsemble` and - :py:class:`~climpred.classes.PerfectModelEnsemble` now use an HTML representation, +- :py:class:`.HindcastEnsemble` and + :py:class:`.PerfectModelEnsemble` now use an HTML representation, following the more recent versions of ``xarray``. (:pr:`371`) `Aaron Spring`_. - ``HindcastEnsemble.verify()`` now takes ``reference=...`` keyword. Current options are ``'persistence'`` for a persistence forecast of the observations and ``'uninitialized'`` for an uninitialized/historical reference, such as an uninitialized/forced run. (:pr:`341`) `Riley X. Brady`_. - We now only enforce a union of the initialization dates with observations if - ``reference='persistence'`` for :py:class:`~climpred.classes.HindcastEnsemble`. + ``reference='persistence'`` for :py:class:`.HindcastEnsemble`. This is to ensure that the same set of initializations is used by the observations to construct a persistence forecast. (:pr:`341`) `Riley X. Brady`_. - :py:func:`~climpred.prediction.compute_perfect_model` now accepts initialization @@ -674,7 +673,7 @@ Internals/Minor Fixes - Gather ``pytest.fixture in ``conftest.py``. (:pr:`313`) `Aaron Spring`_. - Move ``x_METRICS`` and ``COMPARISONS`` to ``metrics.py`` and ``comparisons.py`` in order to avoid circular import dependencies. (:pr:`315`) `Aaron Spring`_. -- ``asv`` benchmarks added for :py:class:`~climpred.classes.HindcastEnsemble` +- ``asv`` benchmarks added for :py:class:`.HindcastEnsemble` (:pr:`285`) `Aaron Spring`_. - Ignore irrelevant warnings in ``pytest`` and mark slow tests (:pr:`333`) `Aaron Spring`_. @@ -728,15 +727,15 @@ New Features >>> hind = climpred.tutorial.load_dataset("CESM-DP-SST") >>> hind.lead.attrs["units"] = "years" -- :py:class:`~climpred.classes.HindcastEnsemble` now has - :py:meth:`~climpred.classes.HindcastEnsemble.add_observations` and - :py:meth:`~climpred.classes.HindcastEnsemble.get_observations` +- :py:class:`.HindcastEnsemble` now has + :py:meth:`.HindcastEnsemble.add_observations` and + :py:meth:`.HindcastEnsemble.get_observations` methods. These are the same as ``.add_reference()`` and ``.get_reference()``, which will be deprecated eventually. The name change clears up confusion, since "reference" is the appropriate name for a reference forecast, e.g. ``"persistence"``. (:pr:`310`) `Riley X. Brady`_. -- :py:class:`~climpred.classes.HindcastEnsemble` now has ``.verify()`` function, which +- :py:class:`.HindcastEnsemble` now has ``.verify()`` function, which duplicates the ``.compute_metric()`` function. We feel that ``.verify()`` is more clear and easy to write, and follows the terminology of the field. (:pr:`310`) `Riley X. Brady`_. @@ -871,14 +870,14 @@ New Features .. _smape: metrics.html#symmetric-mean-absolute-percentage-error-smape - Users can now apply arbitrary ``xarray`` methods to - :py:class:`~climpred.classes.HindcastEnsemble` and - :py:class:`~climpred.classes.PerfectModelEnsemble`. (:pr:`243`) `Riley X. Brady`_. + :py:class:`.HindcastEnsemble` and + :py:class:`.PerfectModelEnsemble`. (:pr:`243`) `Riley X. Brady`_. * See the `Prediction Ensemble objects demo page `_. -- Add "getter" methods to :py:class:`~climpred.classes.HindcastEnsemble` and - :py:class:`~climpred.classes.PerfectModelEnsemble` to retrieve ``xarray`` datasets +- Add "getter" methods to :py:class:`.HindcastEnsemble` and + :py:class:`.PerfectModelEnsemble` to retrieve ``xarray`` datasets from the objects. (:pr:`243`) `Riley X. Brady`_. .. :: python @@ -919,7 +918,7 @@ Data variables: Bug Fixes --------- -- :py:meth:`~climpred.classes.HindcastEnsemble.compute_metric` doesn't drop coordinates +- :py:meth:`.HindcastEnsemble.compute_metric` doesn't drop coordinates from the initialized hindcast ensemble anymore. (:pr:`258`) `Aaron Spring`_. - Metric ``uacc`` does not crash when ``ppp`` negative anymore. (:pr:`264`) `Aaron Spring`_. @@ -936,8 +935,8 @@ Internals/Minor Fixes this is now done in ``xskillscore``. (:pr:`264`) `Aaron Spring`_ - Add ``tqdm`` progress bar to :py:func:`~climpred.bootstrap.bootstrap_compute`. (:pr:`244`) `Aaron Spring`_ -- Remove inplace behavior for :py:class:`~climpred.classes.HindcastEnsemble` and - :py:class:`~climpred.classes.PerfectModelEnsemble`. (:pr:`243`) `Riley X. Brady`_ +- Remove inplace behavior for :py:class:`.HindcastEnsemble` and + :py:class:`.PerfectModelEnsemble`. (:pr:`243`) `Riley X. Brady`_ * See `demo page on prediction ensemble objects `_ @@ -960,8 +959,8 @@ Documentation - Update `API `_ to be more organized with individual function/class pages. (:pr:`243`) `Riley X. Brady`_. - Add `page `_ describing the - :py:class:`~climpred.classes.HindcastEnsemble` and - :py:class:`~climpred.classes.PerfectModelEnsemble` objects more clearly. + :py:class:`.HindcastEnsemble` and + :py:class:`.PerfectModelEnsemble` objects more clearly. (:pr:`243`) `Riley X. Brady`_ - Add page for `publications `_ and `helpful links `_. (:pr:`270`) `Riley X. Brady`_. @@ -1007,10 +1006,10 @@ Bug Fixes --------- - Accomodate for lead-zero within the ``lead`` dimension (:pr:`196`) `Riley X. Brady`_. - Fix issue with adding uninitialized ensemble to - :py:class:`~climpred.classes.HindcastEnsemble` object + :py:class:`.HindcastEnsemble` object (:pr:`199`) `Riley X. Brady`_. - Allow ``max_dof`` keyword to be passed to ``compute_metric`` and - ``compute_persistence`` for :py:class:`~climpred.classes.HindcastEnsemble`. + ``compute_persistence`` for :py:class:`.HindcastEnsemble`. (:pr:`199`) `Riley X. Brady`_. Internals/Minor Fixes @@ -1018,13 +1017,13 @@ Internals/Minor Fixes - Force ``xskillscore`` version 0.0.4 or higher to avoid ``ImportError`` (:pr:`204`) `Riley X. Brady`_. - Change ``max_dfs`` keyword to ``max_dof`` (:pr:`199`) `Riley X. Brady`_. -- Add tests for :py:class:`~climpred.classes.HindcastEnsemble` and +- Add tests for :py:class:`.HindcastEnsemble` and ``PerfectModelEnsemble``. (:pr:`199`) `Riley X. Brady`_ climpred v1.0.0 (2019-07-03) ============================ ``climpred`` v1.0.0 represents the first stable release of the package. It includes -:py:class:`~climpred.classes.HindcastEnsemble` and ``PerfectModelEnsemble`` objects to +:py:class:`.HindcastEnsemble` and ``PerfectModelEnsemble`` objects to perform analysis with. It offers a suite of deterministic and probabilistic metrics that are optimized to be run on single time series or grids of data (e.g., lat, lon, and depth). Currently, @@ -1081,7 +1080,7 @@ Features - ``member``: ensemble member dimension. - Updates ``open_dataset`` to display available dataset names when no argument is passed. (:pr:`123`) `Riley X. Brady`_ -- Change ``ReferenceEnsemble`` to :py:class:`~climpred.classes.HindcastEnsemble`. +- Change ``ReferenceEnsemble`` to :py:class:`.HindcastEnsemble`. (:pr:`124`) `Riley X. Brady`_ - Add probabilistic metrics to ``climpred``. (:pr:`128`) `Aaron Spring`_ - Consolidate separate perfect-model and hindcast functions into singular functions diff --git a/climpred/classes.py b/climpred/classes.py index 3df3ba13a..584cf9fbb 100644 --- a/climpred/classes.py +++ b/climpred/classes.py @@ -102,7 +102,7 @@ def _display_metadata(self) -> str: """ - Print the contents of the :py:class:`~climpred.classes.PredictionEnsemble` as text. + Print the contents of the :py:class:`.PredictionEnsemble` as text. Example: >>> init = climpred.tutorial.load_dataset("CESM-DP-SST") @@ -161,7 +161,7 @@ def _display_metadata(self) -> str: def _display_metadata_html(self) -> str: - """Print contents of :py:class:`~climpred.classes.PredictionEnsemble` as html.""" + """Print contents of :py:class:`.PredictionEnsemble` as html.""" header = f"

climpred.{type(self).__name__}

" display_html(header, raw=True) init_repr_str = dataset_repr(self._datasets["initialized"]) @@ -193,25 +193,25 @@ def _display_metadata_html(self) -> str: class PredictionEnsemble: """ - The main object :py:class:`~climpred.classes.PredictionEnsemble`. + The main object :py:class:`.PredictionEnsemble`. - This is the super of both :py:class:`~climpred.classes.PerfectModelEnsemble` and - :py:class:`~climpred.classes.HindcastEnsemble`. This cannot be called directly by + This is the super of both :py:class:`.PerfectModelEnsemble` and + :py:class:`.HindcastEnsemble`. This cannot be called directly by a user, but should house functions that both ensemble types can use. - Associated :py:class:`~xarray.Dataset` are stored in: + Associated :py:class:`xarray.Dataset` are stored in: * ``PredictionEnsemble._datasets["initialized"]`` * ``PredictionEnsemble._datasets["uninitialized"]`` * ``PredictionEnsemble._datasets["control"]`` in - :py:class:`~climpred.classes.PerfectModelEnsemble` + :py:class:`.PerfectModelEnsemble` * ``PredictionEnsemble._datasets[observations"]`` in - :py:class:`~climpred.classes.HindcastEnsemble` + :py:class:`.HindcastEnsemble` """ def __init__(self, initialized: Union[xr.DataArray, xr.Dataset]): - """Create a :py:class:`~climpred.classes.PredictionEnsemble` object.""" + """Create a :py:class:`.PredictionEnsemble` object.""" if isinstance(initialized, xr.DataArray): # makes applying prediction functions easier, etc. initialized = initialized.to_dataset() @@ -265,9 +265,9 @@ def _groupby(self, call: str, groupby: Union[str, xr.DataArray], **kwargs: Any): @property def coords(self) -> DatasetCoordinates: - """Return coordinates of :py:class:`~climpred.classes.PredictionEnsemble`. + """Return coordinates of :py:class:`.PredictionEnsemble`. - Dictionary of :py:class:`~xarray.DataArray` objects corresponding to coordinate + Dictionary of :py:class:`xarray.DataArray` objects corresponding to coordinate variables available in all PredictionEnsemble._datasets. See also: @@ -297,7 +297,7 @@ def nbytes(self) -> int: @property def sizes(self) -> Mapping[Hashable, int]: """ - Return sizes of :py:class:`~climpred.classes.PredictionEnsemble`. + Return sizes of :py:class:`.PredictionEnsemble`. Mapping from dimension names to lengths for all PredictionEnsemble._datasets. @@ -313,7 +313,7 @@ def sizes(self) -> Mapping[Hashable, int]: @property def dims(self) -> Mapping[Hashable, int]: """ - Return dimension of :py:class:`~climpred.classes.PredictionEnsemble`. + Return dimension of :py:class:`.PredictionEnsemble`. Mapping from dimension names to lengths all PredictionEnsemble._datasets. @@ -325,7 +325,7 @@ def dims(self) -> Mapping[Hashable, int]: @property def chunks(self) -> Mapping[Hashable, Tuple[int, ...]]: """ - Return chunks of :py:class:`~climpred.classes.PredictionEnsemble`. + Return chunks of :py:class:`.PredictionEnsemble`. Mapping from chunks all PredictionEnsemble._datasets. @@ -342,7 +342,7 @@ def chunks(self) -> Mapping[Hashable, Tuple[int, ...]]: @property def chunksizes(self) -> Mapping[Hashable, Tuple[int, ...]]: - """Return chunksizes of :py:class:`~climpred.classes.PredictionEnsemble`. + """Return chunksizes of :py:class:`.PredictionEnsemble`. Mapping from dimension names to block lengths for this dataset's data, or None if the underlying data is not a dask array. @@ -357,7 +357,7 @@ def chunksizes(self) -> Mapping[Hashable, Tuple[int, ...]]: @property def data_vars(self) -> DataVariables: """ - Return data variables of :py:class:`~climpred.classes.PredictionEnsemble`. + Return data variables of :py:class:`.PredictionEnsemble`. Dictionary of DataArray objects corresponding to data variables available in all PredictionEnsemble._datasets. @@ -391,7 +391,7 @@ def __iter__(self) -> Iterator[Hashable]: return iter(self._datasets.values()) def __delitem__(self, key: Hashable) -> None: - """Remove a variable from :py:class:`~climpred.classes.PredictionEnsemble`.""" + """Remove a variable from :py:class:`.PredictionEnsemble`.""" del self._datasets["initialized"][key] for ds in self._datasets.values(): if isinstance(ds, xr.Dataset): @@ -399,7 +399,7 @@ def __delitem__(self, key: Hashable) -> None: del ds[key] def __contains__(self, key: Hashable) -> bool: - """Check variable in :py:class:`~climpred.classes.PredictionEnsemble`. + """Check variable in :py:class:`.PredictionEnsemble`. The ``"in"`` operator will return true or false depending on whether ``"key"`` is in any PredictionEnsemble._datasets. @@ -412,9 +412,9 @@ def __contains__(self, key: Hashable) -> bool: return contained def equals(self, other: Union["PredictionEnsemble", Any]) -> bool: - """Check if :py:class:`~climpred.classes.PredictionEnsemble` is equal to other. + """Check if :py:class:`.PredictionEnsemble` is equal to other. - Two :py:class:`~climpred.classes.PredictionEnsemble`s are equal if they have + Two :py:class:`.PredictionEnsemble`s are equal if they have matching variables and coordinates, all of which are equal. ``PredictionEnsembles`` can still be equal (like pandas objects) if they have NaN values in the same locations. @@ -440,7 +440,7 @@ def equals(self, other: Union["PredictionEnsemble", Any]) -> bool: def identical(self, other: Union["PredictionEnsemble", Any]) -> bool: """ - Check if :py:class:`~climpred.classes.PredictionEnsemble` is identical to other. + Check if :py:class:`.PredictionEnsemble` is identical to other. Like ``equals``, but also checks all dataset attributes and the attributes on all variables and coordinates. @@ -469,7 +469,7 @@ def plot( cmap: Optional[str] = None, x: str = "time", ) -> "plt.Axes": - """Plot datasets from :py:class:`~climpred.classes.PredictionEnsemble`. + """Plot datasets from :py:class:`.PredictionEnsemble`. Args: variable: `variable` to show. Defaults to first in data_vars. @@ -477,12 +477,12 @@ def plot( show_members: whether to display all members individually. Defaults to False. cmap: Name of matplotlib-recognized colorbar. Defaults to `viridis` - for :py:class:`~climpred.classes.HindcastEnsemble` - and ``tab10`` for :py:class:`~climpred.classes.PerfectModelEnsemble`. + for :py:class:`.HindcastEnsemble` + and ``tab10`` for :py:class:`.PerfectModelEnsemble`. x: Name of x-axis. Use ``time`` to show observations and hindcasts in real time. Use ``init`` to see hindcasts as initializations. For ``x=init`` only initialized is shown and only - works for :py:class:`~climpred.classes.HindcastEnsemble`. + works for :py:class:`.HindcastEnsemble`. .. note:: Alternatively inspect initialized datasets by @@ -623,8 +623,8 @@ def __getitem__(self, varlist: Union[str, List[str]]) -> "PredictionEnsemble": """Allow subsetting variable(s) from Allow subsetting variable(s) from - :py:class:`~climpred.classes.PredictionEnsemble` as from - :py:class:`~xarray.Dataset`. + :py:class:`.PredictionEnsemble` as from + :py:class:`xarray.Dataset`. Args: varlist: list of names or name of data variable(s) to subselect @@ -765,11 +765,11 @@ def _apply_func( return self._construct_direct(datasets, kind=self.kind) def get_initialized(self) -> xr.Dataset: - """Return the :py:class:`~xarray.Dataset` for the initialized ensemble.""" + """Return the :py:class:`xarray.Dataset` for the initialized ensemble.""" return self._datasets["initialized"] def get_uninitialized(self) -> xr.Dataset: - """Return the :py:class:`~xarray.Dataset` for the uninitialized ensemble.""" + """Return the :py:class:`xarray.Dataset` for the uninitialized ensemble.""" return self._datasets["uninitialized"] def smooth( @@ -907,7 +907,7 @@ def smooth( def remove_seasonality( self, seasonality: Union[None, str] = None ) -> "PredictionEnsemble": - """Remove seasonal cycle from :py:class:`~climpred.classes.PredictionEnsemble`. + """Remove seasonal cycle from :py:class:`.PredictionEnsemble`. Args: seasonality: Seasonality to be removed. Choose from: @@ -1001,17 +1001,17 @@ def _warn_if_chunked_along_init_member_time(self) -> None: class PerfectModelEnsemble(PredictionEnsemble): """An object for "perfect model" prediction ensembles. - :py:class:`~climpred.classes.PerfectModelEnsemble` is a sub-class of - :py:class:`~climpred.classes.PredictionEnsemble`. It tracks + :py:class:`.PerfectModelEnsemble` is a sub-class of + :py:class:`.PredictionEnsemble`. It tracks the control run used to initialize the ensemble for easy computations, bootstrapping, etc. This object is built on ``xarray`` and thus requires the input object to - be an :py:class:`~xarray.Dataset` or :py:class:`~xarray.DataArray`. + be an :py:class:`xarray.Dataset` or :py:class:`xarray.DataArray`. """ def __init__(self, initialized: Union[xr.DataArray, xr.Dataset]) -> None: - """Create a :py:class:`~climpred.classes.PerfectModelEnsemble` object. + """Create a :py:class:`.PerfectModelEnsemble` object. Args: initialized: prediction ensemble output. @@ -1108,7 +1108,7 @@ def generate_uninitialized(self) -> "PerfectModelEnsemble": Returns: ``uninitialzed`` resampled from ``control`` added - to :py:class:`~climpred.classes.PerfectModelEnsemble` + to :py:class:`.PerfectModelEnsemble` """ has_dataset( self._datasets["control"], "control", "generate an uninitialized ensemble." @@ -1123,7 +1123,7 @@ def generate_uninitialized(self) -> "PerfectModelEnsemble": return self._construct_direct(datasets, kind="perfect") def get_control(self) -> xr.Dataset: - """Return the control as an :py:class:`~xarray.Dataset`.""" + """Return the control as an :py:class:`xarray.Dataset`.""" return self._datasets["control"] def verify( @@ -1510,7 +1510,7 @@ def bootstrap( **metric_kwargs: arguments passed to ``metric``. Returns: - :py:class:`~xarray.Dataset` with dimensions ``results`` (holding + :py:class:`xarray.Dataset` with dimensions ``results`` (holding ``verify skill``, ``p``, ``low_ci`` and ``high_ci``) and ``skill`` (holding ``initialized``, ``persistence`` and/or ``uninitialized``): * results="verify skill", skill="initialized": @@ -1633,13 +1633,13 @@ def bootstrap( class HindcastEnsemble(PredictionEnsemble): """An object for initialized prediction ensembles. - :py:class:`~climpred.classes.HindcastEnsemble` is a sub-class of - :py:class:`~climpred.classes.PredictionEnsemble`. It tracks a + :py:class:`.HindcastEnsemble` is a sub-class of + :py:class:`.PredictionEnsemble`. It tracks a verification dataset (i.e., observations) associated with the hindcast ensemble for easy computation across multiple variables. - This object is built on :py:class:`~xarray.Dataset` and thus requires the input - object to be an :py:class:`~xarray.Dataset` or :py:class:`~xarray.DataArray`. + This object is built on :py:class:`xarray.Dataset` and thus requires the input + object to be an :py:class:`xarray.Dataset` or :py:class:`xarray.DataArray`. """ def __init__(self, initialized: Union[xr.DataArray, xr.Dataset]) -> None: @@ -1707,10 +1707,10 @@ def add_observations( ) -> "HindcastEnsemble": """Add verification data against which to verify the initialized ensemble. - Same as :py:meth:`~climpred.classes.HindcastEnsemble.add_verification`. + Same as :py:meth:`.HindcastEnsemble.add_verification`. Args: - obs: observations added to :py:class:`~climpred.classes.HindcastEnsemble`. + obs: observations added to :py:class:`.HindcastEnsemble`. """ if isinstance(obs, xr.DataArray): obs = obs.to_dataset() @@ -1731,10 +1731,10 @@ def add_verification( ) -> "HindcastEnsemble": """Add verification data against which to verify the initialized ensemble. - Same as :py:meth:`~climpred.classes.HindcastEnsemble.add_observations`. + Same as :py:meth:`.HindcastEnsemble.add_observations`. Args: - verif: verification added to :py:class:`~climpred.classes.HindcastEnsemble`. + verif: verification added to :py:class:`.HindcastEnsemble`. """ return self.add_observations(verif) @@ -1763,7 +1763,7 @@ def add_uninitialized( return self._construct_direct(datasets, kind="hindcast") def get_observations(self) -> xr.Dataset: - """Return the :py:class:`~xarray.Dataset` of the observations/verification data. + """Return the :py:class:`xarray.Dataset` of the observations/verification data. Returns: observations @@ -1780,7 +1780,7 @@ def generate_uninitialized( Returns: resampled ``uninitialized`` ensemble added to - :py:class:`~climpred.classes.HindcastEnsemble` + :py:class:`.HindcastEnsemble` Example: >>> HindcastEnsemble # uninitialized from historical simulations @@ -1841,13 +1841,13 @@ def plot_alignment( One or more of ``["uninitialized", "persistence", "climatology"]``. Defaults to ``None`` meaning no reference. date2num_units: passed to ``cftime.date2num`` as units - return_xr: if ``True`` return :py:class:`~xarray.DataArray` else plot + return_xr: if ``True`` return :py:class:`xarray.DataArray` else plot cmap: color palette edgecolors: color of the edges in the plot **plot_kwargs: arguments passed to ``plot``. Returns: - :py:class:`~xarray.DataArray` if ``return_xr`` else plot + :py:class:`xarray.DataArray` if ``return_xr`` else plot Example: >>> HindcastEnsemble.plot_alignment(alignment=None, return_xr=True) @@ -2248,7 +2248,7 @@ def bootstrap( **metric_kwargs: arguments passed to ``metric``. Returns: - :py:class:`~xarray.Dataset` with dimensions ``results`` (holding ``skill``, + :py:class:`xarray.Dataset` with dimensions ``results`` (holding ``skill``, ``p``, ``low_ci`` and ``high_ci``) and ``skill`` (holding ``initialized``, ``persistence`` and/or ``uninitialized``): * results="verify skill", skill="initialized": @@ -2384,7 +2384,7 @@ def remove_bias( cv: Union[bool, str] = False, **metric_kwargs: metric_kwargsType, ) -> "HindcastEnsemble": - """Remove bias from :py:class:`~climpred.classes.HindcastEnsemble`. + """Remove bias from :py:class:`.HindcastEnsemble`. Bias is grouped by ``seasonality`` set via :py:class:`~climpred.options.set_options`. When wrapping @@ -2449,7 +2449,7 @@ def remove_bias( or ``XBias_Correction`` Returns: - bias removed :py:class:`~climpred.classes.HindcastEnsemble`. + bias removed :py:class:`.HindcastEnsemble`. Example: diff --git a/climpred/comparisons.py b/climpred/comparisons.py index ea1b1f3a5..627a52bd0 100644 --- a/climpred/comparisons.py +++ b/climpred/comparisons.py @@ -29,8 +29,8 @@ def __init__( name: name of comparison. function: comparison function. hindcast: Can comparison be used in - :py:class:`~climpred.classes.HindcastEnsemble`? - ``False`` means only :py:class:`~climpred.classes.PerfectModelEnsemble` + :py:class:`.HindcastEnsemble`? + ``False`` means only :py:class:`.PerfectModelEnsemble` probabilistic: Can this comparison be used for probabilistic metrics also? Probabilistic metrics require multiple forecasts. ``False`` means that comparison is only deterministic. @@ -72,14 +72,14 @@ def _m2m( ) -> Tuple[xr.Dataset, xr.Dataset]: """Compare all members to all others in turn while leaving out verification member. - :ref:`comparisons` for :py:class:`~climpred.classes.PerfectModelEnsemble` + :ref:`comparisons` for :py:class:`.PerfectModelEnsemble` Args: initialized: initialized with ``member`` dimension. metric: If deterministic, forecast and verif have ``member`` dim. If probabilistic, only forecast has ``member`` dim. - verif: not used in :py:class:`~climpred.classes.PerfectModelEnsemble` + verif: not used in :py:class:`.PerfectModelEnsemble` Returns: forecast, verification @@ -123,13 +123,13 @@ def _m2e( """ Compare all members to ensemble mean while leaving out the verif in ensemble mean. - :ref:`comparisons` for :py:class:`~climpred.classes.PerfectModelEnsemble` + :ref:`comparisons` for :py:class:`.PerfectModelEnsemble` Args: initialized: ``initialized`` with ``member`` dimension. metric: needed for probabilistic metrics. Therefore useless in ``m2e`` comparison, but expected by internal API. - verif: not used in :py:class:`~climpred.classes.PerfectModelEnsemble` + verif: not used in :py:class:`.PerfectModelEnsemble` Returns: forecast, verification @@ -175,13 +175,13 @@ def _m2c( is taken from the control simulation, this compares all other member forecasts to the control simulation. - :ref:`comparisons` for :py:class:`~climpred.classes.PerfectModelEnsemble` + :ref:`comparisons` for :py:class:`.PerfectModelEnsemble` Args: initialized: ``initialized`` with ``member`` dimension. metric: if deterministic, forecast and verif both have member dim if probabilistic, only forecast has ``member`` dim - verif: not used in :py:class:`~climpred.classes.PerfectModelEnsemble` + verif: not used in :py:class:`.PerfectModelEnsemble` Returns: forecast, verification @@ -218,13 +218,13 @@ def _e2c( is taken from the control simulation, this compares the member mean of all other member forecasts to the control simulation. - :ref:`comparisons` for :py:class:`~climpred.classes.PerfectModelEnsemble` + :ref:`comparisons` for :py:class:`.PerfectModelEnsemble` Args: initialized: ``initialized`` with ``member`` dimension. metric: needed for probabilistic metrics. Therefore useless in ``e2c`` comparison, but expected by internal API. - verif: not used in :py:class:`~climpred.classes.PerfectModelEnsemble` + verif: not used in :py:class:`.PerfectModelEnsemble` Returns: forecast, verification @@ -255,7 +255,7 @@ def _e2o( ) -> Tuple[xr.Dataset, xr.Dataset]: """Compare the ensemble mean forecast to the verification data. - :ref:`comparisons` for :py:class:`~climpred.classes.HindcastEnsemble` + :ref:`comparisons` for :py:class:`.HindcastEnsemble` Args: initialized: Hindcast with optional ``member`` dimension. @@ -288,7 +288,7 @@ def _m2o( ) -> Tuple[xr.Dataset, xr.Dataset]: """Compare each ensemble member individually to the verification data. - :ref:`comparisons` for :py:class:`~climpred.classes.HindcastEnsemble` + :ref:`comparisons` for :py:class:`.HindcastEnsemble` Args: initialized: ``initialized`` with ``member`` dimension. diff --git a/climpred/metrics.py b/climpred/metrics.py index 10c14cbe2..185248702 100644 --- a/climpred/metrics.py +++ b/climpred/metrics.py @@ -2168,7 +2168,7 @@ def _unconditional_bias( reference: [] Conditional bias is removed by - :py:meth:`~climpred.classes.HindcastEnsemble.remove_bias`. + :py:meth:`.HindcastEnsemble.remove_bias`. >>> HindcastEnsemble = HindcastEnsemble.remove_bias(alignment="same_verifs") >>> HindcastEnsemble.verify( @@ -2611,7 +2611,7 @@ def _brier_score( ... Option 1. Pass with keyword ``logical``: (specifically designed for - :py:class:`~climpred.classes.PerfectModelEnsemble`, where binary verification + :py:class:`.PerfectModelEnsemble`, where binary verification can only be created after comparison) >>> HindcastEnsemble.verify( @@ -3293,7 +3293,7 @@ def _discrimination( ... Option 1. Pass with keyword ``logical``: (especially designed for - :py:class:`~climpred.classes.PerfectModelEnsemble`, where binary verification + :py:class:`.PerfectModelEnsemble`, where binary verification can only be created after comparison) >>> HindcastEnsemble.verify( @@ -3422,7 +3422,7 @@ def _reliability( ... Option 1. Pass with keyword ``logical``: (especially designed for - :py:class:`~climpred.classes.PerfectModelEnsemble`, where binary verification + :py:class:`.PerfectModelEnsemble`, where binary verification can only be created after comparison)) >>> HindcastEnsemble.verify( @@ -3690,7 +3690,7 @@ def _rps( category_edges: [-0.5 0. 0.5 1. ] - Provide ``category_edges`` as :py:class:`~xarray.Dataset` for category edges + Provide ``category_edges`` as :py:class:`xarray.Dataset` for category edges varying along dimensions. >>> category_edges = ( diff --git a/climpred/options.py b/climpred/options.py index 30ee2aef8..42a9036b9 100644 --- a/climpred/options.py +++ b/climpred/options.py @@ -34,7 +34,7 @@ class set_options: ``seasonality`` : {``"dayofyear"``, ``"weekofyear"``, ``"month"``, ``"season"``}, default: ``"month"`` # noqa: E501 Attribute to group dimension ``groupby(f"{dim}.{seasonality}"")``. Used in ``reference=climatology`` and - :py:meth:`~climpred.classes.HindcastEnsemble.remove_bias`. + :py:meth:`.HindcastEnsemble.remove_bias`. ``PerfectModel_persistence_from_initialized_lead_0`` : {``True``, ``False``}, default ``False`` # noqa: E501 Which persistence function to use in ``PerfectModelEnsemble.verify/bootstrap(reference="persistence")``. @@ -46,11 +46,11 @@ class set_options: ``.sel(lead=[1])`` fails on one of the datasets. ``warn_for_rename_to_climpred_dims`` : {``True``, ``False``}, default ``True`` Raise ``UserWarning`` when dimensions are renamed to ``CLIMPRED_DIMS`` when - :py:class:`~climpred.classes.PredictionEnsemble` is instantiated. + :py:class:`.PredictionEnsemble` is instantiated. ``warn_for_init_coords_int_to_annual`` : {``True``, ``False``}, default ``True`` Raise ``UserWarning`` when ``init`` coordinate is of type integer and gets converted to annual cftime_range when - :py:class:`~climpred.classes.PredictionEnsemble` is instantiated. + :py:class:`.PredictionEnsemble` is instantiated. ``climpred_warnings`` : {``True``, ``False``}, default ``True`` Overwrites all options containing ``"*warn*"``. diff --git a/climpred/tutorial.py b/climpred/tutorial.py index 0ca96df25..a43ddd335 100644 --- a/climpred/tutorial.py +++ b/climpred/tutorial.py @@ -146,7 +146,7 @@ def load_dataset( kws: Keywords passed to :py:meth:`~xarray.open_dataset`. Returns: - The desired :py:class:`~xarray.Dataset` + The desired :py:class:`xarray.Dataset` Examples: >>> from climpred.tutorial import load_dataset diff --git a/docs/source/api.rst b/docs/source/api.rst index 5f22adbe3..e42315f52 100644 --- a/docs/source/api.rst +++ b/docs/source/api.rst @@ -12,8 +12,8 @@ High-Level Classes A primary feature of ``climpred`` is our prediction ensemble objects, -:py:class:`~climpred.classes.HindcastEnsemble` and -:py:class:`~climpred.classes.PerfectModelEnsemble`. Users can append their initialized +:py:class:`.HindcastEnsemble` and +:py:class:`.PerfectModelEnsemble`. Users can append their initialized ensemble to these classes, as well as an arbitrary number of verification products (assimilations, reconstructions, observations), control runs, and uninitialized ensembles. @@ -21,12 +21,12 @@ ensembles. PredictionEnsemble ~~~~~~~~~~~~~~~~~~ -:py:class:`~climpred.classes.PredictionEnsemble` is the base class for -:py:class:`~climpred.classes.HindcastEnsemble` and -:py:class:`~climpred.classes.PerfectModelEnsemble`. -:py:class:`~climpred.classes.PredictionEnsemble` cannot be called directly, but -:py:class:`~climpred.classes.HindcastEnsemble` and -:py:class:`~climpred.classes.PerfectModelEnsemble` inherit the common base +:py:class:`.PredictionEnsemble` is the base class for +:py:class:`.HindcastEnsemble` and +:py:class:`.PerfectModelEnsemble`. +:py:class:`.PredictionEnsemble` cannot be called directly, but +:py:class:`.HindcastEnsemble` and +:py:class:`.PerfectModelEnsemble` inherit the common base functionality. .. autosummary:: @@ -74,7 +74,7 @@ Properties HindcastEnsemble ~~~~~~~~~~~~~~~~ -A :py:class:`~climpred.classes.HindcastEnsemble` is a prediction ensemble that is +A :py:class:`.HindcastEnsemble` is a prediction ensemble that is initialized off of some form of observations (an assimilation, reanalysis, etc.). Thus, it is anticipated that forecasts are verified against observation-like products. Read more about the terminology `here `_. @@ -211,8 +211,8 @@ Direct Function Calls While not encouraged anymore, a user can directly call functions in ``climpred``. This requires entering more arguments, e.g. the initialized ensemble directly as well as a verification product. Our object -:py:class:`~climpred.classes.HindcastEnsemble` and -:py:class:`~climpred.classes.PerfectModelEnsemble` wrap most of these functions, making +:py:class:`.HindcastEnsemble` and +:py:class:`.PerfectModelEnsemble` wrap most of these functions, making the analysis process much simpler. Bootstrap diff --git a/docs/source/comparisons.rst b/docs/source/comparisons.rst index 9a4c57bac..01b718741 100644 --- a/docs/source/comparisons.rst +++ b/docs/source/comparisons.rst @@ -5,26 +5,21 @@ Comparisons Forecasts have to be verified against some product to evaluate their performance. However, when verifying against a product, there are many different ways one can compare the ensemble of forecasts. Here, we cover the comparison options for both -:py:class:`~climpred.classes.HindcastEnsemble` and -:py:class:`~climpred.classes.PerfectModelEnsemble`. +:py:class:`.HindcastEnsemble` and +:py:class:`.PerfectModelEnsemble`. See `terminology `__ for clarification on the differences between these two experimental setups. -All high-level functions like :py:class:`~climpred.classes.HindcastEnsemble` -:py:meth:`~climpred.classes.HindcastEnsemble.verify`, -:py:class:`~climpred.classes.HindcastEnsemble` -:py:meth:`~climpred.classes.HindcastEnsemble.bootstrap`, -:py:class:`~climpred.classes.PerfectModelEnsemble` -:py:meth:`~climpred.classes.PerfectModelEnsemble.verify` and -:py:class:`~climpred.classes.PerfectModelEnsemble` -:py:meth:`~climpred.classes.PerfectModelEnsemble.bootstrap` take a -``comparison`` keyword to select the comparison style. See below for a detailed -description on the differences between these comparisons. +All high-level functions like :py:meth:`.HindcastEnsemble.verify`, +:py:meth:`.HindcastEnsemble.bootstrap`, :py:meth:`.PerfectModelEnsemble.verify` and +:py:meth:`.PerfectModelEnsemble.bootstrap` take a ``comparison`` keyword to select the +comparison style. See below for a detailed description on the differences between these +comparisons. Hindcast Ensembles ################## -In :py:class:`~climpred.classes.HindcastEnsemble`, the ensemble mean forecast +In :py:class:`.HindcastEnsemble`, the ensemble mean forecast (``comparison="e2o"``) is expected to perform better than individual ensemble members (``comparison="m2o"``) as the chaotic component of forecasts is expected to be suppressed by this averaging, while the memory of the system sustains. [Boer2016]_ @@ -43,7 +38,7 @@ suppressed by this averaging, while the memory of the system sustains. [Boer2016 Perfect Model Ensembles ####################### -In :py:class:`~climpred.classes.PerfectModelEnsemble`, there are many more ways of +In :py:class:`.PerfectModelEnsemble`, there are many more ways of verifying forecasts. [Seferian2018]_ uses a comparison of all ensemble members against the control run (``comparison="m2c"``) and all ensemble members against all other ensemble members (``comparison="m2m"``). Furthermore, the ensemble mean forecast can @@ -85,11 +80,11 @@ comparisons ``"m2c"``, ``"m2m"``, and ``"m2o"``. It is 1 for ``"m2e"``, ``"e2c"` Interpretation of Results ######################### -When :py:class:`~climpred.classes.HindcastEnsemble` skill is computed over all +When :py:class:`.HindcastEnsemble` skill is computed over all initializations ``dim="init"`` of the hindcast, the resulting skill is a mean forecast skill over all initializations. -:py:class:`~climpred.classes.PerfectModelEnsemble` skill is computed over a +:py:class:`.PerfectModelEnsemble` skill is computed over a supervector comprised of all initializations and members, which allows the computation of the ACC-based skill [Bushuk2018]_, but also returns a mean forecast skill over all initializations. @@ -113,10 +108,10 @@ just specifies how ``forecast`` and ``observations`` are defined. However, this above logic applies to deterministic metrics. Probabilistic metrics need to be applied to the ``member`` dimension and ``comparison`` from -``["m2c", "m2m"]`` in :py:class:`~climpred.classes.PerfectModelEnsemble` -:py:meth:`~climpred.classes.PerfectModelEnsemble.verify` and ``"m2o"`` comparison in -:py:class:`~climpred.classes.HindcastEnsemble` -:py:meth:`~climpred.classes.HindcastEnsemble.verify`. +``["m2c", "m2m"]`` in :py:class:`.PerfectModelEnsemble` +:py:meth:`.PerfectModelEnsemble.verify` and ``"m2o"`` comparison in +:py:class:`.HindcastEnsemble` +:py:meth:`.HindcastEnsemble.verify`. ``dim`` should not contain ``member`` when the comparison already computes ensemble means as in ``["e2o", "e2c"]``. diff --git a/docs/source/index.rst b/docs/source/index.rst index 1e44346e7..360e3e017 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -108,7 +108,7 @@ You can install the latest release of ``climpred`` using ``pip`` or ``conda``: .. code-block:: bash - pip install climpred + pip install climpred[complete] .. code-block:: bash diff --git a/docs/source/initialized-datasets.rst b/docs/source/initialized-datasets.rst index 92a96d458..6057585e6 100644 --- a/docs/source/initialized-datasets.rst +++ b/docs/source/initialized-datasets.rst @@ -4,7 +4,7 @@ Initialized Datasets Probably the hardest part in working with ``climpred`` is getting the ``initialized`` dataset complying to the expectations and data model of ``climpred``. -For names, data types and conventions of :py:class:`~xarray.Dataset` dimensions and +For names, data types and conventions of :py:class:`xarray.Dataset` dimensions and coordinates, please refer to `Setting up your Dataset `_. Here, we list publicly available initialized datasets and corresponding ``climpred`` diff --git a/docs/source/metrics.rst b/docs/source/metrics.rst index 983e6bb53..18b38532d 100644 --- a/docs/source/metrics.rst +++ b/docs/source/metrics.rst @@ -17,14 +17,9 @@ Metrics ####### -All high-level functions like :py:class:`~climpred.classes.HindcastEnsemble` -:py:meth:`~climpred.classes.HindcastEnsemble.verify`, -:py:class:`~climpred.classes.HindcastEnsemble` -:py:meth:`~climpred.classes.HindcastEnsemble.bootstrap`, -:py:class:`~climpred.classes.PerfectModelEnsemble` -:py:meth:`~climpred.classes.PerfectModelEnsemble.verify` and -:py:class:`~climpred.classes.PerfectModelEnsemble` -:py:meth:`~climpred.classes.PerfectModelEnsemble.bootstrap` have a ``metric`` argument +All high-level functions like :py:meth:`.HindcastEnsemble.verify`, +:py:meth:`.HindcastEnsemble.bootstrap`, :py:meth:`.PerfectModelEnsemble.verify` and +:py:meth:`.PerfectModelEnsemble.bootstrap` have a ``metric`` argument that has to be called to determine which metric is used in computing predictability. .. note:: diff --git a/docs/source/reference_forecast.rst b/docs/source/reference_forecast.rst index e83677318..868054af5 100644 --- a/docs/source/reference_forecast.rst +++ b/docs/source/reference_forecast.rst @@ -10,14 +10,8 @@ forecasts, and we are open to adding other reference forecasts. Consider opening **Persistence Forecast**: Whatever is observed at the time of initialization is forecasted to persist into the forecast period [Jolliffe2012]_. You can compute this by passing ``reference="persistence"`` into -:py:class:`~climpred.classes.HindcastEnsemble` -:py:meth:`~climpred.classes.HindcastEnsemble.verify`, -:py:class:`~climpred.classes.HindcastEnsemble` -:py:meth:`~climpred.classes.HindcastEnsemble.bootstrap`, -:py:class:`~climpred.classes.PerfectModelEnsemble` -:py:meth:`~climpred.classes.PerfectModelEnsemble.verify` and -:py:class:`~climpred.classes.PerfectModelEnsemble` -:py:meth:`~climpred.classes.PerfectModelEnsemble.bootstrap`. +:py:meth:`.HindcastEnsemble.verify`, :py:meth:`.HindcastEnsemble.bootstrap`, +:py:meth:`.PerfectModelEnsemble.verify` and :py:meth:`.PerfectModelEnsemble.bootstrap`. **Damped Persistence Forecast**: (*Not Implemented*) The amplitudes of the anomalies reduce in time exponentially at a time scale of the local autocorrelation [Yuan2016]_. @@ -29,14 +23,8 @@ reduce in time exponentially at a time scale of the local autocorrelation [Yuan2 **Climatology**: The average values at the temporal forecast resolution (e.g., annual, monthly, daily) over some long period, which is usually 30 years [Jolliffe2012]_. You can compute this by passing ``reference="climatology"`` into -:py:class:`~climpred.classes.HindcastEnsemble` -:py:meth:`~climpred.classes.HindcastEnsemble.verify`, -:py:class:`~climpred.classes.HindcastEnsemble` -:py:meth:`~climpred.classes.HindcastEnsemble.bootstrap`, -:py:class:`~climpred.classes.PerfectModelEnsemble` -:py:meth:`~climpred.classes.PerfectModelEnsemble.verify` and -:py:class:`~climpred.classes.PerfectModelEnsemble` -:py:meth:`~climpred.classes.PerfectModelEnsemble.bootstrap`. +:py:meth:`.HindcastEnsemble.verify`, :py:meth:`.HindcastEnsemble.bootstrap`, +:py:meth:`.PerfectModelEnsemble.verify` and :py:meth:`.PerfectModelEnsemble.bootstrap`. **Uninitialized**: Uninitialized ensembles are generated by perturbing initial conditions only at one point in the historical run. @@ -47,31 +35,23 @@ the forced response (ensemble mean) in the climate system. In ``climpred``, we u uninitialized ensembles as a baseline for how important (reoccurring) initializations are for lending predictability to the system. You can compute this by passing ``reference="uninitialized"`` into -:py:class:`~climpred.classes.HindcastEnsemble` -:py:meth:`~climpred.classes.HindcastEnsemble.verify`, -:py:class:`~climpred.classes.HindcastEnsemble` -:py:meth:`~climpred.classes.HindcastEnsemble.bootstrap`, -:py:class:`~climpred.classes.PerfectModelEnsemble` -:py:meth:`~climpred.classes.PerfectModelEnsemble.verify` and -:py:class:`~climpred.classes.PerfectModelEnsemble` -:py:meth:`~climpred.classes.PerfectModelEnsemble.bootstrap`. +:py:meth:`.HindcastEnsemble.verify`, :py:meth:`.HindcastEnsemble.bootstrap`, +:py:meth:`.PerfectModelEnsemble.verify` and :py:meth:`.PerfectModelEnsemble.bootstrap`. Some modeling centers (such as NCAR) provide a dynamical uninitialized ensemble (the CESM Large Ensemble) along with their initialized prediction system (the CESM Decadal Prediction Large Ensemble). -Use :py:class:`~climpred.classes.HindcastEnsemble` -:py:meth:`~climpred.classes.HindcastEnsemble.add_uninitialized` or -:py:class:`~climpred.classes.PerfectModelEnsemble` -:py:meth:`~climpred.classes.PerfectModelEnsemble.add_uninitialized`. +Use :py:class:`.HindcastEnsemble` +:py:meth:`.HindcastEnsemble.add_uninitialized` or +:py:class:`.PerfectModelEnsemble` +:py:meth:`.PerfectModelEnsemble.add_uninitialized`. If this isn't available, one can approximate the uninitialized response by resampling a control simulation. This could be, for example, output from an uninitialized Large Ensemble. -You may also run :py:class:`~climpred.classes.HindcastEnsemble` -:py:meth:`~climpred.classes.HindcastEnsemble.generate_uninitialized` or -:py:class:`~climpred.classes.PerfectModelEnsemble` -:py:meth:`~climpred.classes.PerfectModelEnsemble.generate_uninitialized`, which -resamples the ``initialized`` from :py:class:`~climpred.classes.HindcastEnsemble` or -``control`` from :py:class:`~climpred.classes.PerfectModelEnsemble` to an +You may also run :py:meth:`.HindcastEnsemble.generate_uninitialized` or +:py:meth:`.PerfectModelEnsemble.generate_uninitialized`, which +resamples the ``initialized`` from :py:class:`.HindcastEnsemble` or +``control`` from :py:class:`.PerfectModelEnsemble` to an uninitialized forecast. **Random Mechanism**: (*Not Implemented*) A probability distribution is assigned to the diff --git a/docs/source/setting-up-data.rst b/docs/source/setting-up-data.rst index e6acbefa0..9161bdd36 100644 --- a/docs/source/setting-up-data.rst +++ b/docs/source/setting-up-data.rst @@ -13,7 +13,7 @@ This allows things to run more easily under-the-hood. steps at which the ensemble was initialized. ``init`` is known as ``forecast_reference_time`` in the `CF convention `_. ``init`` must be of type :py:class:`~pandas.DatetimeIndex`, or -:py:class:`~xarray.CFTimeIndex`. +:py:class:`xarray.CFTimeIndex`. If ``init`` is of type ``int``, it is assumed to be annual data starting Jan 1st. A UserWarning is issues when this assumption is made. @@ -23,20 +23,20 @@ A UserWarning is issues when this assumption is made. The units for the ``lead`` dimension must be specified in as an attribute. Valid options are ``["years", "seasons", "months"]`` and ["weeks", "pentads", "days", "hours", "minutes", "seconds"]``. -If ``lead`` is provided as :py:class:`~pandas.Timedelta` up to ``"weeks"``, ``lead`` +If ``lead`` is provided as :py:class:`pandas.Timedelta` up to ``"weeks"``, ``lead`` is converted to ``int`` and a corresponding ``lead.attrs["units"]``. -For larger ``lead`` as :py:class:`~pandas.Timedelta` ("months", "seasons" or "years"), -no conversion is possible. +For larger ``lead`` as :py:class:`pandas.Timedelta` +``["months", "seasons" or "years"]``, no conversion is possible. -``valid_time=init+lead`` will be calculated in -:py:class:`~climpred.classes.PredictionEnsemble` upon instantiation. +``valid_time=init+lead`` will be calculated in :py:class:`.PredictionEnsemble` upon +instantiation. Another crucial dimension is ``member``, which holds the various ensemble members, which is only required for probabilistic metrics. ``member`` is known as ``realization`` in the `CF convention `_ -Any additional dimensions will -be broadcasted: these could be dimensions like ``lat``, ``lon``, ``depth``, etc. +Any additional dimensions will be broadcasted: these could be dimensions like ``lat``, +``lon``, ``depth``, etc. If the expected dimensions are not found, but the matching `CF convention `_ ``standard_name`` in a coordinate attribute, the dimension is renamed to the @@ -50,7 +50,7 @@ Check out the demo to setup a ``climpred``-ready prediction ensemble For best use of ``climpred``, their ``time`` dimension should cover the full length of ``init`` and be the same calendar type as the accompanying prediction ensemble. The ``time`` dimension must be :py:class:`~pandas.DatetimeIndex`, or -:py:class:`~xarray.CFTimeIndex`. +:py:class:`xarray.CFTimeIndex`. ``time`` dimension of type ``int`` is assumed to be annual data starting Jan 1st. A UserWarning is issued when this assumption is made. These products can also include additional dimensions, such as ``lat``, ``lon``, @@ -69,12 +69,12 @@ that ``climpred`` supports for them. - `CF convention `_ - Attribute(s) * - ``lead`` - - ``int``, ``float`` or :py:class:`~pandas.Timedelta` up to "weeks" + - ``int``, ``float`` or :py:class:`pandas.Timedelta` up to ``weeks`` - lead timestep after initialization ``init`` - ``forecast_period`` - - units (str) [years, seasons, months, weeks, pentads, days, hours, minutes, seconds] if not :py:class:`~pandas.Timedelta` + - units (str) [``years``, ``seasons``, ``months``, ``weeks``, ``pentads``, ``days``, ``hours``, ``minutes``, ``seconds``] if not :py:class:`pandas.Timedelta` * - ``init`` - - :py:class:`~pandas.DatetimeIndex` or :py:class:`~xarray.CFTimeIndex`. + - :py:class:`~pandas.DatetimeIndex` or :py:class:`xarray.CFTimeIndex`. - initialization as start date of experiment - ``forecast_reference_time`` - None diff --git a/docs/source/significance.rst b/docs/source/significance.rst index 6583ed7f9..5e761056c 100644 --- a/docs/source/significance.rst +++ b/docs/source/significance.rst @@ -51,7 +51,7 @@ respective distributions. Confidence intervals using these distributions are als calculated. This behavior is incorporated by -:py:meth:`~climpred.classes.PredictionEnsemble.bootstrap`, see +:py:meth:`.PredictionEnsemble.bootstrap`, see `example `__. diff --git a/docs/source/terminology.rst b/docs/source/terminology.rst index 5d5021be8..02f42e151 100644 --- a/docs/source/terminology.rst +++ b/docs/source/terminology.rst @@ -9,13 +9,13 @@ how we use them in ``climpred``. Simulation Design ################# -*Hindcast Ensemble* (:py:class:`~climpred.classes.HindcastEnsemble`): +*Hindcast Ensemble* (:py:class:`.HindcastEnsemble`): Ensemble members are initialized from a simulation (generally a reconstruction from reanalysis) or an analysis (representing the current state of the atmosphere, land, and ocean by assimilation of observations) at initialization dates and integrated for some lead years [Boer2016]_. -*Perfect Model Experiment* (:py:class:`~climpred.classes.PerfectModelEnsemble`): +*Perfect Model Experiment* (:py:class:`.PerfectModelEnsemble`): Ensemble members are initialized from a control simulation at randomly chosen initialization dates and integrated for some lead years [Griffies1997]_. diff --git a/docs/source/why-climpred.rst b/docs/source/why-climpred.rst index a9a59af44..507e29988 100644 --- a/docs/source/why-climpred.rst +++ b/docs/source/why-climpred.rst @@ -9,11 +9,10 @@ Output from earth system prediction hindcast (also called re-forecast) experimen difficult to work with. A typical output file could contain the dimensions ``initialization``, ``lead time``, ``ensemble member``, ``latitude``, ``longitude``, ``depth``. ``climpred`` leverages the labeled dimensions of ``xarray`` to handle the -headache of bookkeeping for you. We offer -:py:class:`~climpred.classes.HindcastEnsemble` and -:py:class:`~climpred.classes.PerfectModelEnsemble` -objects that carry products to verify against (e.g., control runs, -reconstructions, uninitialized ensembles) along with your decadal prediction output. +headache of bookkeeping for you. We offer :py:class:`.HindcastEnsemble` and +:py:class:`.PerfectModelEnsemble` objects that carry products to verify against (e.g., +control runs, reconstructions, uninitialized ensembles) along with your initialized +prediction output. When computing lead-dependent skill scores, ``climpred`` handles all of the "init"-"lead"-"time"-matching for you, properly aligning the multiple time dimensions @@ -21,8 +20,8 @@ between the hindcast and verification datasets. We offer a suite of vectorized `deterministic `_ and `probabilistic `_ metrics that can be applied to time series and grids. It's as easy as concatenating your initialized prediction output into -one :py:class:`~xarrray.Dataset` and running -:py:meth:`~climpred.classes.HindcastEnsemble.verify` command: +one :py:class:`xarray.Dataset` and running the :py:meth:`.HindcastEnsemble.verify` +command: .. :: python From f1319b2eaaa94996956a34bdd2d4b53c71bdb2b0 Mon Sep 17 00:00:00 2001 From: AS Date: Mon, 13 Dec 2021 22:30:48 +0100 Subject: [PATCH 15/61] add stars and forks to index --- README.rst | 11 ++++++++++- docs/source/conf.py | 3 ++- docs/source/index.rst | 11 ++++++++++- docs/source/quick-start.ipynb | 2 +- 4 files changed, 23 insertions(+), 4 deletions(-) diff --git a/README.rst b/README.rst index bb63cb70c..a1db9549c 100644 --- a/README.rst +++ b/README.rst @@ -18,7 +18,7 @@ Verification of weather and climate forecasts. * - license - |license| * - community - - |gitter| |contributors| + - |gitter| |contributors| |forks| |stars| * - tutorials - |gallery| |workshop| |cloud| @@ -86,6 +86,15 @@ Verification of weather and climate forecasts. :alt: climpred cloud demo :target: https://github.com/aaronspring/climpred-cloud-demo +.. |forks| image::https://img.shields.io/github/forks/pangeo-data/climpred + :alt: GitHub forks + :target: https://github.com/pangeo-data/climpred/network/members + +.. |stars| image::https://img.shields.io/github/stars/pangeo-data/climpred + :alt: GitHub stars + :target: https://github.com/pangeo-data/climpred/stargazers + + .. .. note:: diff --git a/docs/source/conf.py b/docs/source/conf.py index cc49c2b71..373122333 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -143,7 +143,7 @@ # are breaking. # nbsphinx_allow_errors = True -# nbsphinx_kernel_name = "climpred-docs" +# nbsphinx_kernel_name = "climpred-docs" # doesnt work # Napoleon configurations @@ -158,4 +158,5 @@ "PredictionEnsemble": "~climpred.PredictionEnsemble", "HindcastEnsemble": "~climpred.HindcastEnsemble", "PerfectModelEnsemble": "~climpred.PerfectModelEnsemble", + # add CFTimeIndex, Timedelta } diff --git a/docs/source/index.rst b/docs/source/index.rst index 360e3e017..daeb2d6ae 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -17,7 +17,7 @@ climpred: verification of weather and climate forecasts * - license - |license| * - community - - |gitter| |contributors| + - |gitter| |contributors| |forks| |stars| * - tutorials - |gallery| |workshop| |cloud| @@ -85,6 +85,15 @@ climpred: verification of weather and climate forecasts :alt: climpred cloud demo :target: https://github.com/aaronspring/climpred-cloud-demo +.. |forks| image::https://img.shields.io/github/forks/pangeo-data/climpred + :alt: GitHub forks + :target: https://github.com/pangeo-data/climpred/network/members + +.. |stars| image::https://img.shields.io/github/stars/pangeo-data/climpred + :alt: GitHub stars + :target: https://github.com/pangeo-data/climpred/stargazers + + .. note:: We are actively looking for new contributors for climpred! Riley moved to McKinsey's diff --git a/docs/source/quick-start.ipynb b/docs/source/quick-start.ipynb index 46ef03c69..d9e4978f7 100644 --- a/docs/source/quick-start.ipynb +++ b/docs/source/quick-start.ipynb @@ -3350,7 +3350,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.12" + "version": "3.7.10" }, "toc": { "base_numbering": 1, From 249feb200581ef60d1182b9d6f616295ab110ff7 Mon Sep 17 00:00:00 2001 From: AS Date: Mon, 13 Dec 2021 22:34:37 +0100 Subject: [PATCH 16/61] add stars and forks to index --- README.rst | 9 ++++++++- docs/source/index.rst | 9 ++++++++- 2 files changed, 16 insertions(+), 2 deletions(-) diff --git a/README.rst b/README.rst index a1db9549c..08245f16f 100644 --- a/README.rst +++ b/README.rst @@ -18,7 +18,7 @@ Verification of weather and climate forecasts. * - license - |license| * - community - - |gitter| |contributors| |forks| |stars| + - |gitter| |contributors| |forks| |stars| |issues| |PRs| * - tutorials - |gallery| |workshop| |cloud| @@ -94,6 +94,13 @@ Verification of weather and climate forecasts. :alt: GitHub stars :target: https://github.com/pangeo-data/climpred/stargazers +.. |issues| image::https://img.shields.io/github/issues/pangeo-data/climpred + :alt: GitHub issues + :target: https://github.com/pangeo-data/climpred/issues + +.. |PRs| image::https://img.shields.io/github/issues/pangeo-data/climpred + :alt: GitHub PRs + :target: https://github.com/pangeo-data/climpred/pulls .. diff --git a/docs/source/index.rst b/docs/source/index.rst index daeb2d6ae..74b1136ef 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -17,7 +17,7 @@ climpred: verification of weather and climate forecasts * - license - |license| * - community - - |gitter| |contributors| |forks| |stars| + - |gitter| |contributors| |forks| |stars| |issues| |PRs| * - tutorials - |gallery| |workshop| |cloud| @@ -93,6 +93,13 @@ climpred: verification of weather and climate forecasts :alt: GitHub stars :target: https://github.com/pangeo-data/climpred/stargazers +.. |issues| image::https://img.shields.io/github/issues/pangeo-data/climpred + :alt: GitHub issues + :target: https://github.com/pangeo-data/climpred/issues + +.. |PRs| image::https://img.shields.io/github/issues/pangeo-data/climpred + :alt: GitHub PRs + :target: https://github.com/pangeo-data/climpred/pulls .. note:: From f3cbc65c7aa5d6e19cce89d2e7300b0f4c0ca42f Mon Sep 17 00:00:00 2001 From: AS Date: Mon, 13 Dec 2021 22:52:13 +0100 Subject: [PATCH 17/61] add edit botton --- CHANGELOG.rst | 3 +- README.rst | 16 ++++++---- docs/source/conf.py | 70 +++++++++++++++++++++++++++++++++++++++++-- docs/source/index.rst | 16 ++++++---- 4 files changed, 92 insertions(+), 13 deletions(-) diff --git a/CHANGELOG.rst b/CHANGELOG.rst index 722847bbf..532d97d5b 100644 --- a/CHANGELOG.rst +++ b/CHANGELOG.rst @@ -135,7 +135,8 @@ Internals/Minor Fixes Documentation ------------- -- Refresh all docs. (:issue:`707`, :pr:`708`) `Aaron Spring`_. +- Refresh all docs with ``sphinx_book_theme. + (:issue:`707`, :pr:`708`, :pr:`709`) `Aaron Spring`_. climpred v2.1.6 (2021-08-31) diff --git a/README.rst b/README.rst index 08245f16f..f9263a9cd 100644 --- a/README.rst +++ b/README.rst @@ -86,19 +86,19 @@ Verification of weather and climate forecasts. :alt: climpred cloud demo :target: https://github.com/aaronspring/climpred-cloud-demo -.. |forks| image::https://img.shields.io/github/forks/pangeo-data/climpred +.. |forks| image:: https://img.shields.io/github/forks/pangeo-data/climpred :alt: GitHub forks :target: https://github.com/pangeo-data/climpred/network/members -.. |stars| image::https://img.shields.io/github/stars/pangeo-data/climpred +.. |stars| image:: https://img.shields.io/github/stars/pangeo-data/climpred :alt: GitHub stars :target: https://github.com/pangeo-data/climpred/stargazers -.. |issues| image::https://img.shields.io/github/issues/pangeo-data/climpred +.. |issues| image:: https://img.shields.io/github/issues/pangeo-data/climpred :alt: GitHub issues :target: https://github.com/pangeo-data/climpred/issues -.. |PRs| image::https://img.shields.io/github/issues/pangeo-data/climpred +.. |PRs| image:: https://img.shields.io/github/issues/pangeo-data/climpred :alt: GitHub PRs :target: https://github.com/pangeo-data/climpred/pulls @@ -133,7 +133,13 @@ You can install the latest release of ``climpred`` using ``pip`` or ``conda``: conda install -c conda-forge climpred You can also install the bleeding edge (pre-release versions) by cloning this -repository and running ``pip install . --upgrade`` in the main directory or +repository or installing directly from GitHub: + +.. code-block:: bash + + git clone https://github.com/pangeo-data/climpred.git + cd climpred + pip install . --upgrade .. code-block:: bash diff --git a/docs/source/conf.py b/docs/source/conf.py index 373122333..8c8b25642 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -8,6 +8,7 @@ # -- Path setup -------------------------------------------------------------- import datetime +import inspect import os import sys @@ -26,7 +27,7 @@ current_year = datetime.datetime.now().year project = "climpred" copyright = f"2019-{current_year}, climpred development team" -author = "climpred development team" +today_fmt = "%Y-%m-%d" version = climpred.__version__ @@ -158,5 +159,70 @@ "PredictionEnsemble": "~climpred.PredictionEnsemble", "HindcastEnsemble": "~climpred.HindcastEnsemble", "PerfectModelEnsemble": "~climpred.PerfectModelEnsemble", - # add CFTimeIndex, Timedelta } + +# If not '', a 'Last updated on:' timestamp is inserted at every page bottom, +# using the given strftime format. +html_last_updated_fmt = today_fmt + + +# based on numpy doc/source/conf.py +def linkcode_resolve(domain, info): + """ + Determine the URL corresponding to Python object + """ + if domain != "py": + return None + + modname = info["module"] + fullname = info["fullname"] + + submod = sys.modules.get(modname) + if submod is None: + return None + + obj = submod + for part in fullname.split("."): + try: + obj = getattr(obj, part) + except AttributeError: + return None + + try: + fn = inspect.getsourcefile(inspect.unwrap(obj)) + except TypeError: + fn = None + if not fn: + return None + + try: + source, lineno = inspect.getsourcelines(obj) + except OSError: + lineno = None + + if lineno: + linespec = f"#L{lineno}-L{lineno + len(source) - 1}" + else: + linespec = "" + + fn = os.path.relpath(fn, start=os.path.dirname(climpred.__file__)) + + if "+" in xarray.__version__: + return ( + f"https://github.com/pangeo-data/climpred/blob/main/climpred/{fn}{linespec}" + ) + else: + return ( + f"https://github.com/pangeo-data/climpred/blob/" + f"v{climpred.__version__}/climpred/{fn}{linespec}" + ) + + +def html_page_context(app, pagename, templatename, context, doctree): + # Disable edit button for docstring generated pages + if "generated" in pagename: + context["theme_use_edit_page_button"] = False + + +def setup(app): + app.connect("html-page-context", html_page_context) diff --git a/docs/source/index.rst b/docs/source/index.rst index 74b1136ef..1df0c3024 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -85,19 +85,19 @@ climpred: verification of weather and climate forecasts :alt: climpred cloud demo :target: https://github.com/aaronspring/climpred-cloud-demo -.. |forks| image::https://img.shields.io/github/forks/pangeo-data/climpred +.. |forks| image:: https://img.shields.io/github/forks/pangeo-data/climpred :alt: GitHub forks :target: https://github.com/pangeo-data/climpred/network/members -.. |stars| image::https://img.shields.io/github/stars/pangeo-data/climpred +.. |stars| image:: https://img.shields.io/github/stars/pangeo-data/climpred :alt: GitHub stars :target: https://github.com/pangeo-data/climpred/stargazers -.. |issues| image::https://img.shields.io/github/issues/pangeo-data/climpred +.. |issues| image:: https://img.shields.io/github/issues/pangeo-data/climpred :alt: GitHub issues :target: https://github.com/pangeo-data/climpred/issues -.. |PRs| image::https://img.shields.io/github/issues/pangeo-data/climpred +.. |PRs| image:: https://img.shields.io/github/issues/pangeo-data/climpred :alt: GitHub PRs :target: https://github.com/pangeo-data/climpred/pulls @@ -131,7 +131,13 @@ You can install the latest release of ``climpred`` using ``pip`` or ``conda``: conda install -c conda-forge climpred You can also install the bleeding edge (pre-release versions) by cloning this -repository and running ``pip install . --upgrade`` in the main directory or +repository or installing directly from GitHub: + +.. code-block:: bash + + git clone https://github.com/pangeo-data/climpred.git + cd climpred + pip install . --upgrade .. code-block:: bash From 637674e7461437ecba825a6ceda72ad8dd579f49 Mon Sep 17 00:00:00 2001 From: Aaron Spring Date: Mon, 13 Dec 2021 23:04:08 +0100 Subject: [PATCH 18/61] Update setting-up-data.rst --- docs/source/setting-up-data.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/setting-up-data.rst b/docs/source/setting-up-data.rst index 9161bdd36..49ccf15b3 100644 --- a/docs/source/setting-up-data.rst +++ b/docs/source/setting-up-data.rst @@ -22,7 +22,7 @@ A UserWarning is issues when this assumption is made. ``lead`` must be ``int`` or ``float``. The units for the ``lead`` dimension must be specified in as an attribute. Valid options are ``["years", "seasons", "months"]`` and -["weeks", "pentads", "days", "hours", "minutes", "seconds"]``. +``["weeks", "pentads", "days", "hours", "minutes", "seconds"]``. If ``lead`` is provided as :py:class:`pandas.Timedelta` up to ``"weeks"``, ``lead`` is converted to ``int`` and a corresponding ``lead.attrs["units"]``. For larger ``lead`` as :py:class:`pandas.Timedelta` From 42476a02f857ebddb5c511cab3cea655e4461749 Mon Sep 17 00:00:00 2001 From: AS Date: Tue, 14 Dec 2021 00:29:15 +0100 Subject: [PATCH 19/61] rerun non-example notebooks --- docs/source/alignment.ipynb | 481 +- docs/source/bias_removal.ipynb | 64 +- docs/source/conf.py | 3 + docs/source/prediction-ensemble-object.ipynb | 11230 +++++++++++++++-- docs/source/smoothing.ipynb | 195 +- 5 files changed, 10631 insertions(+), 1342 deletions(-) diff --git a/docs/source/alignment.ipynb b/docs/source/alignment.ipynb index 9b8f1be04..e4f1b8f6b 100644 --- a/docs/source/alignment.ipynb +++ b/docs/source/alignment.ipynb @@ -10,21 +10,19 @@ "observations over some window of time. However, there are a few ways to decide *which*\n", "initializations or verification window to use in this alignment.\n", "\n", - "One must pass the keyword ``alignment=...`` to the hindcast `.verify()` method to set the behavior for aligning forecasts with the verification product. Note that the alignment decision only matters for [hindcast experiments](terminology.html#simulation-design). [Perfect-model experiments](terminology.html#simulation-design) are perfectly time-aligned by design, equating to our `same_inits` keyword.\n", + "One must pass the keyword ``alignment=...`` to the hindcast `.verify()` method to set the behavior for aligning forecasts with the verification product. Note that the alignment decision only matters for {py:class}`.HindcastEnsemble`. {py:class}`.PerfectModelEnsemble` are perfectly time-aligned by design, equating to our `same_inits` keyword.\n", "\n", "The available keywords for hindcast alignment are:\n", "\n", - "* `'same_inits'`: Use a common set of initializations that verify\n", + "* `\"same_inits\"`: Use a common set of initializations that verify\n", " across all leads. This ensures that there is no bias in the result due to the state\n", " of the system for the given initializations.\n", "\n", - "\n", - "* `'same_verifs'`: Use a common verification window across all leads. This ensures\n", + "* `\"same_verifs\"`: Use a common verification window across all leads. This ensures\n", " that there is no bias in the result due to the observational period being verified\n", " against.\n", "\n", - "\n", - "* `'maximize'`: Use all available initializations at each lead that verify against\n", + "* `\"maximize\"`: Use all available initializations at each lead that verify against\n", " the observations provided. This changes both the set of initializations and the\n", " verification window used at each lead." ] @@ -214,7 +212,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The user can simply change the alignment strategy by passing in the keyword `alignment=...`. `plot_alignment()` shows `valid_time` dates that are verified against observations." + "The user can simply change the alignment strategy by passing in the keyword `alignment=...`. {py:meth}`.HindcastEnsemble.plot_alignment` shows `valid_time` dates that are verified against observations." ] }, { @@ -225,7 +223,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -234,7 +232,7 @@ }, { "data": { - "image/png": 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xehmguvvXk6z6wBQJIiIiIukuHfaalvMX4KPuvqf8CjM7neTTZVWoIa/iFxEREWmWjnraDcF+ABytaIW7HzGzNqk0Zt6I595KJBLHO5eRkdGQXRGpUiKROF7OyMio8H+KyrQ0FcqzpJs4ma6HPhz/m/nzW5eXWXfZeS8eLzdU/xqTJrN/OWvW9OBxzjSy5kwDIPORaWQ+EpZzp5KZOzXYZu6U4HHeZLLmTQagzfxJtJk/CYDshRPJXjgRgLaLJtB20QQA2i8eD0DHJePouGQcAJ2W3kenpfcB0GXZWLosGwtA12fupesz9wLQbfkYui0fA8ClK+4BoOdzo+j53CgAeq0aSa9VIwHovfoueq++C4A+a0fQZ+0IAPqtGw7Adevv5Lr1dwJww4Zh3LBhGAADX7iDgS/cAcDgjbcxeONtAORsygHg9s1DuX1zcM3ZsC1DGLZlCAAjtg5ixNZBAIzcdhMjt90EwOjtAxi9fQAA43ZcD8CkvP5MyusPwPSdfZm+sy8AD79yFQ+/chUAs3ddyexdVwKQ+2ovABbs7sGC3T0AWLynO4v3dAdgWf7FLMu/GICVezuzcm9nANbs68iafR0BWL+vHQCbCrLYVJAFwLaC1mwraA1AXmEr8gpbAZC/vwX5+1sAUFgUPB4sasnBopYAHDrQmkMHgucdLs7kcHEmAEeKszlSnA2c+IJKJBI1KierS1XcPEczDfHznCzTED/P0UxD/DwnyzRUnudkmYb4eY5mGuLnOVmmIX6eo5mG+HmOZhri5bnkYAdKDnYA4mU0lWynKtl3NFSe52SZhvh5jmYa4uc5WaYhfp6jmYb4eY5mGuLnOVmmIX6eo5mG+HlOlmmoPM/JMg3x81xb2W5MSrAySzows/PN7HYz+7mZ5YaPt5vZ+am21WQGqCIiIiLp4j0/pczS1JnZ1cBuYAjB+PIAwXmng4HXzOwLqbTX9D8RERERkSbmqJ/c0F2obQ8Bt7r7kvIrzOyrwC+ATnEb0x5UERERkXp21E8ps6SBTODZJOuWh+tj0wBVREREpJ4d46QySxrYCIw3szOileHPPw3Xx5YWQ3YRERGRpiQND/HnAAuBf5hZPpAAzgayga3AoFQa0wBVREREpJ6l2wDV3V8HPmdm7YEuwJnAP4GX3f21VNvTAFVERESknh1LvztJARAORl8DMLMrqjM4BQ1QRUREROpduu1BTWIFwWH+lGmAKiIiIlLP0uTK/apU+w4EzeLTEREREWlMmske1Ner+0QNUEVERETq2bE0ub1pZdz9U9V9bnqeoSsiIiLSiB0tOaXMks7M7CQzuzmV52iAKiIiIlLPjvrJZZY0dyrw/6XyBHP3OupLzSUSieOdy8jIaMiuiFQpkUgcL2dkZFR47EaZlqZCeZZ0EyfT9dCH438zk16/tcy6uzMfPV5uqP7VhJn9uJLVpwL3uMcfiTeZPahZM2cEj7OmkzVrelCeM42sOdMAyHxkGpmPhOXcqcH6uVPImjslKM+bTNa8yQC0mT+JNvMnAZC9cCLZCycC0HbRBADaLx5P+8XjAei4ZBwdl4wDoNPS++i09D4AuiwbS5dlYwHo+sy9dH3mXgC6LR8DwKUr7uHSFfcA0PO5UfR8bhQAvVaNpNeqkQD0Xn0XvVffBUCftSMA6LduOP3WDQfguvV3ct36OwG4YcMwbtgwDICBL9zBwBfuAGDwxtsAyNmUQ86mHABu3zyU2zcPBWDYliEM2zIEgBFbBzFia3Ajh5HbbmLktpsAGL19AADjdlzPuB3XAzAprz+T8voDMH1nX6bv7AvAw69cxcOvXAXA7F1XApD7ai9yX+0FwILdPViwuwcAi/d0Z/Ge7gAsy7+YZfkXA7Byb2dW7u0MwJp9HQFYv68d6/e1A2BTQRabCrIA2FbQmm0FrQHIK2xFXmErAPL3twCgsKgFhUVB+WBRSw4WtQTg0IHWHDoQPO9wcSaHi4NbAJd+QSUSiRqVk9WlKtpGZXmOZhri5zlZpiF+nqOZhvh5TpZpqDzPyTIN8fMczTTEz3OyTEP8PEczDfHzHM00xMvzkeJsjhRnA1BysAMlBzsANct59DEVyb6jofI8J8s0xM9zNNMQP8/JMg3x8xzNNMTPczTTED/PyTIN8fMczTTEz3OyTEPleU6WaYif56q+f+NmuzEpcSuzpIF7gUuA9hUs2ak2lt4nPYiIiIg0Qml4WH8n8Et3X1l+hZl9CPh6Ko1pgCoiIiJSz94vSbsB6lPAx5Osex+Ym0pjDX6I38xGmNnLZrbDzBaGo2wRERGRtHXUTyqzJGNmuWb2hpntiNSdZ2bPm9lr4eO5Yb2Z2YNmttvMtptZt8hzhobbv2ZmQyP13c3sr+FzHjSzap1v4O4/dvdfJVn3vrvnpNJegw5QzawV8L/AZ8O5sk4GBjVkn0RERETqWomfVGapxGPAteXqRgGr3b09sDr8GaAfJ877vB2YBcGAFvgJ0AO4DPhJ6aA23Oa2yPPKv1bKzOxcM7so8hopa/A9qASnGXzYzE4BPgIcaOD+iIiIiNSpuHtQ3X0d8Fa56i9z4pD5XOArkfp5HngROMfMWgB9gefd/S13fxt4Hrg2XHe2u7/owbRO8yJtpcTMTjWziWZWDPwD2Af8w8wOmNkEMzs1lfYadIDq7kXAdKAAKAYS7v5cQ/ZJREREpK69X3JymSVFF7h7cVg+CFwQllsBhZHt9od1ldXvr6C+OmYBPYHBBOeingZ8DBgCXB6uj62hD/GfSzDabwO0BM4wsyEN2ScRERGRulaClVmqK9zz2Rgmtb8R+Iq7r3H3N8PzTt9y9zXADeH62JJexW9m82K2ccTdb0vlRSO+COx197+Hr7kE+Bwwv5rtiYiIiDR6NbyK/29m1sLdi8PD9G+E9UVA68h2F4Z1RUDvcvVrw/oLK9i+Ov4NtAAqmnS2BfCfVBqrbA/qQGBPjGVgKi9YTgFwuZl9JLxq7GqCebRERERE0tb7flKZJUVPA6VX4g8FlkXqbw6v5r+c4NTJYmAlcE148dK5wDXAynDdO2Z2eTgOuznSVqqmAr83s/FmdpOZXWNmN5rZTwku5JqcSmOVzYNa6O73VdWAmaU08WqUu280syeBLQRzZL0EzKlueyIiIiJNwfsl8QalZraQYO/nR81sP8HV+JOBX5vZrcDrwNfCzZcD/YHdwL+AHAB3fyscKG4Ktxvn7qUXXg0jmCngw8CKcEmZuz9gZnkEg9wvAWcC/wReBnIqmsC/MkkHqO7eLmaHPpnKC1bw/J8QfNgiIiIizULc25u6e7IdgVdXsK0D/5OknVwgt4L6zcCnYnWmCuEgNKWBaDLVukjKzLLNLKs2OiAiIiLS3NTwEH+TYGbPVve5sT6R8A5PnwvLOQS7a18Ody2LiIiISAreLzmpzJKm/qu6T7Rgb3AVG5m9AVzo7u+Z2V+BO4BDwFPhXQzqRCKRON65jIyMunoZkVqRSJy4cDEjI6PCYzfKtDQVyrOkmziZroc+HP+b+cpfxpVZ91T3Hx8vN1T/apuZvevuZ1XnuXGH7KeFg9NWwHnu/id3f5kTE8PWuTYPzQAga+YMsmaG5VnTyZo1PSjPmUbWnGkAZD4SPuZOJTN3arB+7hSy5k4JyvMmkzUvuJiszfxJtJk/CYDshRMBaLtoAm0XTQCg/eLxtF88HoCOS8bRcUkQqE5L76PT0uAasi7LxtJl2VgAuj5zLwDdlo+h2/IxAFy64h4uXXEPAD2fG0XP54I7kvVaNZJeq0YC0Hv1XQD0WTuCPmtHANBv3XD6rRsOwHXr7+S69XcCcMOGYdywYRgAA1+4A4DBG29j8MZgtq+cTTnkbApueXv75qHcvjm40G/YliEM2xJMMzti6yBGbA3uKjty200AjN4+gNHbBwAwbsf1jNtxPQCT8vozKa8/ANN39mX6zr4APPzKVQDM3nUls3ddCUDuq73IfbUXAAt292DB7h4ALN7TncV7ugOwLP9iluVfDMDKvZ0BWLOvI2v2dQRg/b52rN8XnAK9qSCLTQVZAGwraM22gmD2jLzCYB7h/P0tyN/fAoDCohYUFgXlg0UtOVjUEoBDB1pz6EDwvNIvqEQiUaNysrpUJXuN8nmOZhri5zlZpiF+nqOZhvh5TpZpqDzPyTIN8fMczTTEz3OyTEP8PEczDfHzHM00xMvz4eJMDhdnAnCkOJsjxdkAlBzsANQs26lK9h0Nlec5WaYhfp6jmYb4eU6WaYif52imIX6eo5mG+HlOlmmIn+dopiF+npNlGirPc7JMQ/w8RzNd+lidbDcm7lZmSVP/Xd0nVnYVf9RWM7sbyASeBQgHq+9U94VFREREmqs0Pu/0DKADcBaw08zOcPfDqbYT99O5Ffg0wRQEY8K6nsDjqb6giIiISHN3rOSkMktTZ2bnhFNivQWsAxYAfwDeNLPHzeycVNqr8hMxs5MJJoH9lrsPdfc3ANz9SXf/UapvQERERKS5S8ND/LlACdDJ3c9y9wvd/Wygc1j/gSmuKlPlIX53P2Zmw4Cx1eisiIiIiJRzrCQtBqVRfYAL3P1f0Up3zzezO4CDqTQWd5/yPIIr90VERESkho75SWWWNPAmcEmSdRcTHPqPLe5FUpcBd5rZSKAQOD5Ngrt/PpUXFBEREWnu0nAP6j3ACjN7GtgGJICzga7AdaS4ozPuAPX/wkVEREREaihNzjs9zt0XmNk24BvAFcCZwD8Jbu70OXfPS6W9WANUd5+bakdFREREpGLpcOV+eeEc+aNro624e1AxswsIDvV/FDg+7Hf3lK7KEhEREWnuStLsEL+ZtQP+4e6Hwp9vBfqHq3/r7o+l0l6sAaqZfQWYD7wGdCHYXfsp4I+kOG2AiIiISHNXkmaH+IFlwJeAQ2Y2Fvg6MJvguqUfmVkrd58Qt7G4e1DHAznuvtjM3nb3S8wsh2CwKiIiIiIpSLdzUIFMd98blr8JXOXurwOY2WLgT0DsAWrcEyAucvfF5ermAjfHfSERERERCXiJlVnSwBtm1jEsn0rZaaUOAeem0ljcAeob4TmoAPvMrCfQFjg5lRcTERERkeAc1OiSBn4OLDKzLwDTgQVm1svMehHc9vTZVBozd696I7MfAbvd/TdmdjMwh+C2VTPc/d5U30FciUTieOcyMjLq6mVEakUikThezsjIqPDbRpmWpkJ5lnQTJ9P10IfjfzOXLJ9ZZt1L/f/neLmh+ldTZvZt4MfAhZHq94AngDvd/d24bcXag+ruU9z9N2F5HtAB6F6Xg9Pysh+cAUCbh2bQ5qGgnDVzBlkzw/Ks6WTNmh6U50wDIPORaWQ+EpZzp5KZOzVYP3cKWXOnBOV5k8maNzloe/6k4LUWTiR74UQA2i6aQNtFwSkT7RePp/3i8QB0XDKOjkvGAdBp6X10WnofAF2WjQWg6zP30vWZ4OPptnwM3ZaPAeDSFfdw6Yp7AOj53Ch6PjcKgF6rRgLQe/Vd9F59FwB91o6gz9oRAPRbN5x+64YDcN36O7lu/Z0A3LBhGAADX7iDgS8Ec+AO3ngbgzfeBkDOphxyNuUAcPvmody+eSgAw7YMYdiWIQCM2DoIgJHbbmLktpsAGL19AKO3DwBg3I7rGbfjegAm5fVnUl5wUd70nX0BePiVq3j4lasAmL3rSmbvuhKA3Fd7kftqLwAW7O7Bgt09AFi8pzuL93QHYFn+xQCs3NuZlXs7A7BmX0fW7AuOEqzf1471+9oBsKkgi00FWQBsK2gNQF5hK/IKWwGQv78F+ftbAFBY1ILCoqB8sKglB4taAie+oBKJRI3KyepSFef1suZMK5NpiJ/nZJmG+HmOZhri5zlZpqHyPCfLNMTPczTTED/PyTIN8fMczTTEz3M00xAvz4cOtObQgeB5h4szOVycCcCR4mwASg52oORgByD1bKcq2Xc0fPD7Oc53NMTPczTTED/PyTIN8fMczTTEz3M00xA/z8kyDfHzHM00xM9zskxD5XlOlmmIn+dopqH639uNipdb0oC7PwJkhssVQDfgXHe/JZXBKaQ2zdSpwOVAS3dfZGZnmNkZ7n44lRcUERERae7S5LzTD/Dg0HxhuFRbrD2oZvZp4FWCu0k9GlZfiaaYEhEREUlZGl4khZkNNbM/mNmbZvZvM3vNzB43s0+m2lbci6RmAT92908CR8O6PwC9Un3B8szsHDN70sxeMbOd4QVYIiIiImnMyi1Nm5n9BLgX+B1wP1AELAT2AevM7IuptBf3EH8Xgon6ITxTwt0Pm9mHU3mxJH4O/M7dbzSz04CP1EKbIiIiIo1XSUN3oNZ9B+gRmft0EbDU3T9tZn8EphKckxpL3D2o+4Du0QozuwzYHfeFKmJmGcDnCU8bcPf3Sm+RJSIiIpKu0vAQvwEHIz8fBD4allcSXGAfW9wB6r3As2Z2H3Camd0NLAbGpPJiFWgD/B34/8zsJTN7xMzOqGGbIiIiIo1biZVdmr4VwDwz62ZmnwUeA1aH684BUppKIe40U88A1wIfIzj3NBMY4O7PpfJiFTiFYHfvLHe/BDgMjKphmyIiIiKNmnnZJQ0MB/5FsLd0BfBv4LvhunOA76XSWKxzUM3sfHd/CRiWSuMx7Af2u/vG8Ocn0QBVRERE0l167DU9zt0TQE6SdflAfirtxT3EX2Bmy8zshvBCplrh7geBwsi9W68G8mqrfREREZFGqaTckubM7KJUto87QM0iOI9gFHDQzOaE91atDXcCj5vZduBiYGIttSsiIiLSOMU8B9XMrjWzXWa228ya5FFmMzsd2JvKc2Id4nf3vwMPAg+Gezu/CfzKzJxg+qlHS6cVSJW7bwU+W53nioiIiDRFcc47NbOTgZlAH4LTIjeZ2dPu3uiONpvZ5ytZfXqq7cW+1WnEJ8LlbGAL0Ap4ycymuvvkarQnIiIi0rzEuzDqMmB3eA4nZvYE8GUa5+mQa4FiaumEBQtumVrFRmZdgCHANwiutJ8LPO7u+8P1WcB2dz+7NjpVKpFIHO9cRkZGbTYtUusSiRMzaGRkZFR4vEaZlqZCeZZ0EyfT9dCH438zlzz2aJl1L91y6/Fyaf/M7EbgWnf/dvjzNwkmw/8ujYyZ7QUGu/uGCtZ9CDjs7ifHbS/uOajrgLOAm9y9s7tPKR2cArj7PuBncV+0OrIfuD94fHAG2Q/OAKDNQzNo81BQzpo5g6yZYXnW9OBxzjSy5kwDIPORaWQ+EpZzp5KZOzXYZu4UsuZOCcrzgh3AbeZPos38ScHrLZxI9sLgtNi2iybQdtEEANovHk/7xeMB6LhkHB2XjAOg09L7AOiybCxdlo0FoOsz99L1mXsB6LZ8DN2WB9PHXrriHi5dcQ8APZ8LTivptWokvVaNBKD36rvovfouAPqsHUGftSMA6LduOP3WDQfguvV3AnDDhmHcsCGYZGHgC3cw8IU7ABi88TYGb7wNgJxNOeRsCi6wu33zUG7fPBSAYVuGADBi6yBGbB0EwMhtNzFy200AjN4+gNHbBwAwbsf1jNtxPQCT8voDMH1nX6bv7AvAw69cxcOvXAXA7F1XMnvXlQDkvtqL3FeD05YX7O7Bgt09AFi8J7j/w7L8i1mWfzEAK/d2ZuXezgCs2deRNfuCa+jW72vH+n3tANhUkAXAtoLWbCtoDUBeYSvyClsBkL+/Bfn7WwBQWNSCwqKgXPoFlUgkalROVpeqVF871TwnyzTEz3M00xA/z8kyDZXnOVmmIX6eo5mG+HlOlmmIn+dopiF+nqOZhnh5PljUkoNFLQE4dKA1hw4Ezz1cnAnAkeJsjhRnA1BysAMlB4N5suNkO1XJvqPhg9/Pcb6jIX6eo5mG+HlOlmmIn+dopiF+nqOZhvh5TpZpiJ/naKYhfp6TZRoqz3OyTEP8PEczDfHzXNPv6Drl5ZambzPJT9ksAQpSaSzuIf5PuPvRyjZw9x+n8sIiIiIizZXFOxBeBLSO/HxhWNcYfSPZCnd/j+DmTLEl3YNqZtdEGk46ODWzPqm8oIiIiEizF2+aqU1AezNrE07zOQh4ul76lyJ3P1rVzsxUVLYH9UmCC6Gqsgg4r3a6IyIiIpL+LMZE/e7+vpl9l+DuTCcDue7+cl33rTGobIB6pplVdb6AUY2pA0RERESatZjnnbr7cmB5nfalEapsgPqFmG00g/sfiIiIiNSemOegNltJB6ju/of67IiIiIhIc5HuA1QzOwm4wN2Lq/P8uNNMiYiIiEgtsZKyS7ows3PMbAHwH2B3WHe9mY1PpR0NUEVERESktvwSSACZwHth3QvAwFQaqc6tTkVERESkBtJpr2k5VwMt3f2omTmAu//dzD6eSiPagyoiIiJS3+LNg9oUJYCPRivM7CIgpXNRk+5BNbP1xJgEwd0/n8oLioiIiDR3abwH9RHgN2Y2GjjJzHoCEwkO/cdW2SH+RyLltsC3gLnA68BFwFAgN5UXExERERGwmPOgNkFTgH8DM4FTCcaKs4Gfp9JIZdNMzS0tm9mLQN/o3QvCK7RygZ+k1G0RERGR5i5N96C6uxMMRlMakJZnQTtVbGSWIJjL6j+Rug8Dxe5+Tk06UJlEInG8cxkZGXX1MiK1IpFIHC9nZGRUeA87ZVqaCuVZ0k2cTNdDH47/zXxuUtmD0Bvu/tbxckP1rzaY2ShgtbtvitRdBvR296lx24l7kdQfgMfMrL2ZfdjMOgCPAutT6XRNtJ1xPwDZD9xP9gNh+cEZZD84A4A2D82gzUNBOWtm+DhrOlmzpgflOdPImjMNgMxHppH5SFjOnUpmbvB5Zc2dEjzOm0zWvMlBu/Mn0Wb+pOD1Fk4ke+HEoD+LJtB20QQA2i8eT/vFwfReHZeMA6DT0vvotPQ+ALosG0uXZWMB6PrMvXR95l4Aui0fQ7flYwC4dMU9APR8bhQ9nxsFQK9VI+m1aiQAvVffRe/VdwHQZ+0I+qwdAUC/dcMBuG79nVy3/k4AbtgwjBs2DANg4At3MPCFOwAYvPE2Bm+8DYCcTTnkbMoB4PbNQwEYtmUIw7YMAWDE1kGM2DoIgJHbbmLktpsAGL19AKO3DwBg3I7rAZiU159Jef0BmL6zL9N39gXg4Veu4uFXrgJg9q4rmb3rSgByX+1F7qu9AFiwuwcAi/d0Z/Ge7gAsy7+YZfkXA7Byb2dW7u0MwJp9HVmzryMA6/e1A2BTQRabCrIA2FbQmm0FrQHIK2xFXmErAPL3tyB/fwvgxBdUIpGoUTlZXaqq+9px85ws0xA/z9FMQ/w8J8s0VJ7nZJmG+HmOZhri5zlZpiF+nqOZhvh5jmYa4uW5sKgFhUVB+WBRSw4WtQTg0IHgeYeLMzlcnAnAkeJsjhRnA1BysAMlBzsAybOdqmTf0fDB7+c439EQP8/RTEP8PCfLNMTPczTTED/P0UxD/DwnyzTEz3M00xA/z8kyDZXnOVmmIX6eo5mG+Hmu6Xd0nfJyS/oYDuSVq8sDvpdKI3EHqLeEjy8D/wT+ChiQk8qLiYiIiEj6TtQPnAYcLVf3HvChVBqJNQ+qu78FDApvW/Ux4O/unl4fp4iIiEg9SbNBadRfgGHAzyJ1dwBbUmkk1Yn6zwA+AmSZBadHuHt+im18gJmdDGwGitz9SzVtT0RERKQxS+Or+EcAz5vZN4E9BDNBfQLok0ojsQaoZtYZeBzoSnCmhHHijImTU3nBJIYDO4Gza6EtERERkcYtTQeo7v5yeK3SdcCFwBLgGXf/ZyrtxN2D+gvg98AXgL1AFjAJ2JDKi1XEzC4E/h8wAfh+TdsTERERaezS+BA/4WB0YU3aiDtA7Qr0Ce+rau6eMLMfAjuA+TXpAME5CiOBs2rYjoiIiEiTkK4DVDNrQ7DT8WLgzOg6d78objtxB6j/IbgbwFHgH+E9Vd8Gzo/7QhUxsy8Bb7j7X8ysd03aEhEREWkq0nWACiwgOPf0B8C/qttI3AHqeuBrwGPAk8AK4AiwprovHLoCuN7M+hNMP3C2mc139yE1bFdERESk8UrTc1CBLsAVNZ3tKe40U1+L/HgPwaH9s4B5NXlxd78buBsg3IN6lwanIiIiku7SeA/qOuASgummqi2laabCeVAvcPeanncqIiIi0myl8QB1H/A7M1sKHIyucPcfx20k1p2kzOxcM1tAcC7q7rDuejMbH7u7VXD3tZoDVURERJqF9L3V6RnAMwTXLrUut8QWdw/qLIKLojI5cX/VF4AZwJhUXlBERESkubOS9BqVlnL3nNpoJ+4A9WqgZTjNlIcd+LuZfbw2OiEiIiLSnKTTIX4zy3L3fWE5O9l2qdx91NyrHsGb2W7gv9y92MzecvfzwqmmnnP3T8Z9sVQlEonjncvIyKirlxGpFYlE4ng5IyPDkmyjTEuToDxLuomT6Xrow/G/mT7/+2iZdc8/eOvxckP1r7rM7F13Pyssl3DirqNR7u6x7z4a6xxU4BHgN2b2BeAkM+sJzAVmx32hmmo37X4A2s64n7YzgnL2A/eT/UBYfnAG2Q/OAKDNQ8Fj1swZZM0My7OmkzVrelCeM42sOdMAyHxkGpmPhOXcqcH6uVPImjslKM+bTNa8yUG78yfRZv6k4PUWTiR74cSgT4sm0HbRBADaLw5Oy+24ZBwdl4wDoNPS++i09D4AuiwbS5dlYwHo+sy9dH3mXgC6LQ/OlLh0xT1cuuIeAHo+N4qez40CoNeqkfRaNRKA3qvvovfquwDos3YEAP3WDaffuuEAXLf+Tq5bfycAN2wYxg0bhgEw8IU7GPjCHQAM3ngbgzfeBkDOpmBv/O2bh3L75qEADNsyhGFbggkVRmwdxIitgwAYue0mRm67CYDR2wcAMG7H9YzbcT0Ak/L6MymvPwDTd/Zl+s6+ADz8ylU8/MpVAMzedSWzd10JQO6rvQBYsLsHC3b3AGDxnu4s3tMdgGX5F7Ms/2IAVu7tzMq9nQFYs68jAOv3tWP9vnYAbCrIYlNBFgDbClqzrSA43SWvsBV5ha2AE19QiUSiRuVkdamqjdeuLM/JMg3x8xzNNMTPc7JMQ+V5TpZpiJ/naKYhfp6TZRri5zmaaYif52imIV6e8/e3IH9/CwAKi1pQWBSUDxa1BODQgdYcOhA873BxJoeLMwE4UpzNkeJgJ0fJwQ6UHOwAUKM8J/uOhg9+P8f5job4eY5mGuLnOVmmIX6eo5mG+HmOZhri5zlZpiF+nqOZhvh5TpZpqDzPyTIN8fMczTTEz3NNv6PrknnZpSkrHZyG5ZPc/eTwMbrEHpxC/EP8U4B/AzMJTnrNBWa7+89SeTERERERSa9D/JUJD/mXlJ4CEFesPage+Lm7d3b3M9y9E/CQmY2rRl9FREREmjUr8TJLujCzhWb2ubCcA7wMvGxmt1b+zLLiHuKvyCnA6Bo8X0RERKRZsmNll2q1YXaTmb1sZiVm9tly6+42s91mtsvM+kbqrw3rdpvZqEh9GzPbGNYvMrPTwvrTw593h+uzqujW1cDmsPx94IvAZcCopM+oQE0GqPDBE2BFREREpCq1Mw/qDmAAwd2bjjOzzsAggtuOXgv8wsxONrOTCU7X7Ad0Br4ebgvB6ZwPuHs7gqlFS/d43gq8HdY/EG5XmdPc/T0zawWc5+5/cveXgQtSeWM1HaCmzz5pERERkXpSG4f43X2nu++qYNWXgSfc/Yi77yW4ydJl4bLb3fPd/T3gCeDLZmbAVcCT4fPnAl+JtDU3LD8JXB1un8xWM7sbuBd4FiAcrL6Tynur9CIpM7uqktWnpfJCIiIiIhKo44ukWgEvRn7eH9YBFJar7wGcDxxy9/cr2L5V6XPc/X0zS4Tb/yPJa98K/BQ4CvwwrOsJPJ7KG6jqKv5Hq1hfkMqLiYiIiEj8O0mZ2SrgExWsGu3uy2q1U7XA3fcA3yhX9yQn9s7GUukA1d3bpN41EREREalM3LlP3f2L1Wi+CGgd+fnCsI4k9W8C55jZKeFe1Oj2pW3tN7NTgIxw+zpV03NQRURERCRFVlJ2qWVPA4PCK/DbAO2BPwObgPbhFfunEVxI9bQHtxX9PXBj+PyhwLJIW0PD8o3AGo9zG9Ia0gBVREREpL4d87JLNZjZV81sP8E5ns+a2UqA8Kr5XwN5wO+A/3H3Y+He0e8CK4GdwK/DbQF+BHw/vL39+Zw4zfNR4Pyw/vukOF1UdcW9k5SIiIiI1JLauL2puy8FliZZNwGYUEH9cmB5BfX5BFf5l6//D3BTjTubIu1BFREREalnaXwnqe+b2cVh+XIzKzCzvWbWM5V2tAdVREREpJ6l06C0nBGcOD1gEnA/8C7wM4IprWKxejjPtdoSicTxzmVkZDRkV0SqlEgkjpczMjIqnMRYmZamQnmWdBMn0/XQh+N/MwO++osy65YsHXa83FD9qw1m9o67n21mZwGvAx9z92Nmdsjdz4nbTpM5xN9+8gMAtJt2P+2m3Q9A2xn303ZGUM5+4H6yHwjLD84AoM1DM2jzUFDOmjmDrJlhedZ0smZND8pzppE1ZxoAmY+Ej7lTycydGqyfO4WsucFdvbLmTSZr3uSg7fmTaDN/UvB6CyeSvXBi0KdFweke7RePp/3i8QB0XDKOjkvGAdBp6X10WnofAF2WjaXLsrEAdH3mXgC6LR9Dt+VjALh0xT1cuuIeAHo+N4qezwXnJfdaNZJeq0YC0Hv1XQD0WTuCPmtHANBv3XD6rRsOwHXr7+S69XcCcMOGYdywIfgDGPjCHQx84Q4ABm+8DYCcTTnkbMoB4PbNQ7l9c3DR3rAtQxi2ZQgAI7YOYsTWQQCM3BackjJ6+wBGbx8AwLgd1zNux/UATMrrz6S8/gBM39mX6TuDWwE//MpVPPxKcA+I2buuBCD31V7kvtoLgAW7e7Bgd/CfrMV7urN4T3cAluVfzLL8iwFYuTe4M9uafR1Zs68jAOv3tWP9vnYAbCrIYlNBFgDbClqzrSCYVaP0CyqRSNSonKwuVbX12qXl8nlOlmmIn+dopiF+npNlGirPc7JMQ/w8RzMN8fOcLNMQP8/RTEP8PEczDfHynFfYirzCYC7t/P0tyN/fAoDCouDxYFFLDha1BODQgdYcOhA873BxJoeLMwE4UpzNkeJsAEoOdgCql+dk39Hwwe/nON/RED/P0UxD/DwnyzTEz3M00xA/z9FMQ/w8J8s0xM9zNNMQP8/JMg2V5zlZpiF+nqOZhvh5rkmm61zt3Oq0MSo0s88RzBCwLhycng0cS6URHeIXERERqWdpfIj/hwST8r8H3BDWfYlgmqvYNEAVERERqWdWzamlGrtwloCW5aoXh0tsDXqI38xam9nvzSzPzF42s+EN2R8RERGRelHiZZc0YWZLzewrZnZqaZ27H3X3o6m009DnoL4P/MDdOwOXA/9jZp0buE8iIiIidcrcyyxpZD3wY+Cgmc0Kz0dNWYMOUN292N23hOV3Ce5q0Koh+yQiIiJS52rhTlKNkbvf7+7dgM8Dh4CFZvaamf3YzNrGbaeh96AeZ2ZZwCXAxgbuioiIiEidspKSMku6cfeX3f1uYAjwL+AnwBYzW2VmXat6fqMYoJrZmcBvgO+5+zsN3R8RERGROuVedkkjZtbRzH5qZnuAOcAiIAu4gOA2q09V1UaDX8UfnkT7G+Bxd1/S0P0RERERqWvpehW/mW0mGIwuAr7h7uWPjN9vZndW1U6DDlDNzAhuh7XT3e9vyL6IiIiI1Js0PKwfmgw87e7vJdvA3dtU1UhDH+K/AvgmcJWZbQ2X/g3cJxEREZG6lb4XST1ZOji1wEmlSyrtNOgeVHf/I9Bk7zcrIiIiUh1pNrXUcWbWEphJcBX/OeVWnxy3nYbegyoiIiLS/BwrKbukj9kEtzm9Gvgn0A14GrgjlUYa/CIpERERkWYnfc9B/RxwkbsfNjN3921mdiuwAfi/uI2YN+JdzIlE4njnMjIyGrIrIlVKJBLHyxkZGRWeuqJMS1OhPEu6iZPpeujD8b+ZQZf8tMy6J16693i5ofpXG8zsDaC1ux8xs33ApcA7wD/c/ay47TSZQ/wdJj4AQPvJD9B+clBuN+1+2k0LLv5vO+N+2s4IytkPhI8PziD7wRkAtHloBm0eCspZM2eQNTMsz5pO1qzpQXnONAAyH5lG5iNhOXcqmblTg/Vzp5A1d0pQnjeZrHmTg7bnT6LN/EnBay6cGPRn0QTaLpoQ9HnxeNovHg9AxyXj6LhkHACdlt5Hp6X3AdBl2VgAuj5zL12fCULabfkYui0fA8ClK+7h0hX3ANDzuVH0fG4UAL1WjQSg9+q76L36LgD6rB1Bn7UjAOi3bjj91g0H4Lr1d3Ld+mBmhxs2DOOGDcMAGPhCsNd98MbbGLzxNgByNuWQsykHgNs3D+X2zUMBGLZlCMO2DAFgxNZBAIzcdhMjt90EwOjtAxi9fQAA43Zcz7gd1wMwKa8/k/KC69+m7+zL9J19AXj4lasAmL3rSmbvuhKA3Fd7kftqLwAW7O7Bgt09AFi8pzuL93QHYFn+xQCs3NuZlXuDu+Ou2deRNfs6ArB+XzvW72sHwKaCLDYVZAEnvqASiUSNysnqUlVbr11ROWvOtKSZhvh5jmYa4uc5Waah8jwnyzTEz3M00xA/z8kyDfHzHM00xM9zNNMQL8/bClqzraA1AHmFrcgrDG7El7+/BQCFRS0oLArKB4tacrCoJQCHDrTm0IHgeYeLMzlcnAnAkeJsAEoOdiBVyb6j4YPfz3G+o+GD389xvqMhfp6TZRri5zmaaYif52imIX6ek2Ua4uc5mmmIn+dkmYbK85ws0xA/z9FMQ/w81yTTdc5Lyi7pYyNQesH7SoLpppYAm1NpRIf4RUREROpbep13GvVNTuwA/R5wF3Am8LNUGtEAVURERKS+pek5qO5+KFL+N/DT5FsnpwGqiIiISH07dqyhe1BrzGxcnO3c/cdx29QAVURERKS+NeKL1KuhdaT8IeAGYBPwOnARcBnBbe1j0wBVREREpL6l0Tmo7p5TWjazJ4Cvu/tvInUDgJtSabPJXMUvIiIiki782LEySxrpBzxVru5pTlzZH4sGqCIiIiL1zb3skj52A/9Tru47wJ5UGtEhfhEREZH6ll57TaO+DSw1s5FAEdAKeB8YkEojGqCKiIiI1LM0O6x/nLu/ZGbtgcuBlkAx8IK7H02lHR3iFxEREalvx46VXarBzKaZ2Stmtt3MlprZOZF1d5vZbjPbZWZ9I/XXhnW7zWxUpL6NmW0M6xeZ2Wlh/enhz7vD9VlV9cvdj7r7endf5O7rUh2cggaoIiIiIvXOS7zMUk3PA59y988ArwJ3A5hZZ2AQ0AW4FviFmZ1sZicDMwkuZOoMfD3cFmAK8IC7twPeBm4N628F3g7rHwi3q3PmjfjE3EQi0Xg7J1KJjIwMq6hemZamSHmWdJMs03Ut7t9MdfpnZl8FbnT3wWZ2N4C7TwrXrQTGhpuOdfe+Yf3dYd1k4O/AJ9z9fTPrWbpd6XPd/QUzOwU4CHzM63gAqT2oIiIiIk3ft4AVYbkVUBhZtz+sS1Z/PnDI3d8vV1+mrXB9Ity+TukiKREREZFGysxWAZ+oYNVod18WbjOa4Er5x+uzb3WpUQ9QG2oXvEhdUaYlnSjPIqmpzt+Mu3+xsvVmdgvwJeDqyGH3IsrefvTCsI4k9W8C55jZKeFe0uj2pW3tDw/xZ4Tb1ykd4hcRERFpgszsWmAkcL27/yuy6mlgUHgFfhugPfBnYBPQPrxi/zSCC6meDge2vwduDJ8/FFgWaWtoWL4RWFPX559CI79ISkREREQqZma7gdM5sUfzRXe/I1w3muC81PeB77n7irC+P/Az4GQg190nhPXZwBPAecBLwBB3P2JmHwJ+BVwCvAUMcvf8On9z7t5kFyAXeAPYEanrCrwA/BX4LXB2ZN1nwnUvh+s/FNZ3D3/eDTxIOHBv6CWV9wecCswN63cCd0eecy2wK3x/oxr6fUX61Zrgf2x54e9keFh/HsHUGa+Fj+eG9Rb+fnYD24FukbaGhtu/Bgxt6PemPCvTynT6Z1p5bl551lK/S4N3oEadh88D3cp9OWwCrgzL3wJ+GpZPCf9guoY/nw+cHJb/THDHAyO4Aq5fQ7+3ary/bwBPhOWPAPuALIL/Ie0BsoHTgG1A54Z+b2E/W5R+gQFnEczh1hmYWvolDYwCpoTl/uHvx8Lf18aw/jwgP3w8Nyyf29DvT3lWppXp9M608ty88qylfpcmfQ6qu68j2N0c1QFYF5afB24Iy9cA2919W/jcN939mJm1IPgf7ovu7sA84Ct13vkYUnx/DpwRnsD8YeA94B3gMmC3u+e7+3sEu++/XNd9j8Pdi919S1h+l2CvQiuC/s0NN5vLid/Hl4F5HniR4ITuFkBf4Hl3f8vd3yb4XK6tv3dSO9I9z6BMh5sp02mSaeUZaEZ5lvrVpAeoSbzMiT/umzhxtVoHwM1spZltMbORYX0rgvm+SkXn/mqMkr2/J4HDBPe8LQCmu/tbJJ/zrFEJb512CbARuMDdi8NVB4ELwnKq87qlg3TPMyjTynQgXTKtPJ/QHPIsdSQdB6jfAoaZ2V8IDkm8F9afAvQCBoePXzWzqxumizWS7P1dBhwDWgJtgB+EJzw3emZ2JvAbgpO434muC/eYNOcr+dI9z6BMNzfpnmnlWaQWpN0A1d1fcfdr3L07sJDg3B4I/se2zt3/4cFUDMsJzh0qIpjvq1R07q9Gp5L39w3gd+5+1N3fAP4EfJbK50JrcGZ2KsEX3+PuviSs/lt4WIjw8Y2wPtl7adTvsSbSPc+gTKNMp1WmlefmlWepO2k3QDWzj4ePJwFjgF+Gq1YCnzazj4TnAF0J5IWHKd4xs8vNzICbOTH3V6NTyfsrAK4K151BcIL6KySZ86y++12R8PN+FNjp7vdHVkXnXBtK2bnYbrbA5UAi/P2tBK4xs3PN7FyCc9lW1subqGPpnmdQplGm0yrTynPzyrPUoVSuqGpsC8H/TouBowT/+74VGE5wpeGrwGQi05EAQwjOD9oBTI3Ufzas2wM8HH1OU3l/wJnA4vD95QE/jLTTP9x+D8Gt0Rr8vYX96kVwaGg7sDVc+hNcvbuaYDqSVcB54fYGzAzfx1+Bz0ba+hbB1Ca7gZyGfm/KszKtTKd/ppXn5pVnLfW7aKJ+EREREWlU0u4Qv4iIiIg0bRqgioiIiEijogGqiIiIiDQqGqCKiIiISKOiAaqIiIiINCoaoKYpM3vZzHrX1nYiDUl5lnSiPItUTdNMyXFmNhZo5+5DGrovIjWlPEs6UZ6ludEeVBERERFpVLQHNU2Z2T7g2wR3AukM/Af4KsHt9oa6++Zy251CcJs6A44Ae9y9a713XKQCyrOkE+VZpGrag9o8XA88AZxD8CX3cPkN3P13wERgkbufqS8/acSUZ0knyrNIBTRAbR7+6O7L3f0Y8CtAX27SlCnPkk6UZ5EKaIDaPByMlP8FfMjMTmmozojUkPIs6UR5FqmABqgSpROSJZ0oz5JOlGdpVjRAlai/AVlmplxIOlCeJZ0oz9KsKOgStTh8fNPMtjRoT0RqTnmWdKI8S7OiaaZEREREpFHRHlQRERERaVQ0QBURERGRRkUDVBERERFpVDRAFREREZFGRQNUEREREWlUNEAVERERkUZFA1QRERERaVQ0QBURERGRRuX/B9k3X52SHqr/AAAAAElFTkSuQmCC\n", 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gi9FjERERkby3j0OqLHnkbapd02VmHwZey1YDsnJBmbt/Pc2q90xjISIiIpLv8uxsbdxsYKaZjYD9Q09/ATycrQbk7TsrIiIi0ly944dVWfLIdcA24DngOOAlYCcwJlsNMG/Gc6ulUqn9jSsoKMhlU0RqlUql9pcLCgpqnONFmZaWQnmWfJMk01low/7fmb+/fkaVdZ8+4an95Vy1r7FFwxH+6VnubLaYM7dF0yaHn9MnUTR9EgCF90yi8J6oPOMWCmfcEraZOTH8nDWBollhKG+7+8fT7v7xALR/6GbaP3QzAB0eGUeHR8YB0Gn2WAC6zBlDlznhD4xT5t7EKXNvAqDbvBvpNu9GALrPv4Hu828AoMeC6+mx4HoATl94HQBnLh7FmYtHAdB7yUh6LxkJwNlLr+HspdcAcO7yEZy7fAQAfVcMB6D/yqvpv/JqAC5+YhgXPzEMgAFPXsWAJ68CYNCqKxi06goAhq4eCsCVTw/hyqfD9XnD1gxm2JrBAIxYO5ARawcCMHLdJYxcdwkAo9dfxOj1FwEwZsMFAIwv7sf44n4ATN7Yh8kb+wAw9YVzmPrCOQDcveks7t50FgAzXuwNwIObe/Hg5l4AzN7Sk9lbegIwb+tpzNt6GgCLtnVl0bauACzb3oVl27sAsHJ7RwBWlxSxuqQIgHUlbVlX0haA4tI2FJeGMehbd7Ri645WAJSWhZ+7ylqzq6w1ALt3tmX3zrDfnvJC9pQXArC3vD17y9sDBz7cUqlUg8rp6uoqaZ7jmYbkeU6XaUie53imIXme02UaMuc5XaYheZ7jmYbkeU6XaUie53imIXme45mGZHmu2NWZil2dgWQZrUu26yrdZzRkznO6TEPyPMczDcnznC7TkDzP8UxD8jzHMw3J85wu05A8z/FMQ/I8p8s0ZM5zukxD8jw3VrabkwqsypIvzOxSM/sEgLu/6u5uZt3N7JvZakOL6dyKiIiI5Iu3/bAqSx75OVBara4UGJutBuTVuykiIiLSErzjh+a6CU3lWODNanUpwvjbrNCZWxEREZEsy+MLyoqBi6vVXQhszFYD8urdFBEREWkJ8mxu27ifAAvMbACwBehImPq1X7YakLfvrIiIiEhz9Y4fWmXJF+7+V+DjwGrgA8DfgVPd/W/ZaoPO3IqIiIhkWT51aKtz95fJ4Z1n1bkVERERybJ9eXqHMjM7AbgGOA04Or7O3T+XjTaocysiIiKSZXl85vZB4AjgUeDfuWiAOrciIiIiWZZnMyTEfQb4sLvvzVUD8vOcuIiIiEgzlq8XlAHrgZNy2YC8/bNBREREpLnal0e33K1mGfAnM/s1sCu+wt1nZKMB6tyKiIiIZNk7FXnbBfsfYAdwbrV6B9S5FREREclHeTYUYT93/3yu22Dunus2pJVKpfY3rqCgIJdNEalVKpXaXy4oKKjx+yZlWloK5VnyTZJMZ6EN+39nxr98eZV11xbeu7+cq/bVl5mZRx1KM0t7PZe7V2SjPS3mgrKiO6eEn9MmUzRtcihPn0TR9EkAFN4zicJ7ovKMW8L6mRMpmjkxlGdNoGhWmE+43f3jaXf/eADaP3Qz7R+6GYAOj4wDoNPssXSaPRaALnPG0GXOGABOmXsTp8y9CYBu826k27wbAeg+/wa6z78BgB4Lrgfg9IXXcfrC6wA4c/Eozlw8CoDeS0bSe8lIAM5eeg1nL70GgHOXjwCg74rh9F0xHID+K6+m/8qrAbj4iWFc/MQwAAY8eRUDnrwKgEGrrgBg6OqhDF09FIArnx7ClU8PAWDYmsEMWzMYgBFrBzJi7UAARq67hJHrLgFg9PqLABiz4QLGbLgAgPHF/RhfHO6UN3ljHyZv7APA1BfOYeoL5wBw96azAJjxYm9mvNgbgAc39+LBzb0AmL2lJ7O39ARg3tbTmLf1NAAWbevKom1dAVi2vQsAK7d3ZOX2jgCsLilidUkRAOtK2rKupC0AxaVtKC5tA8DWHa0AKC1rRWlZKO8qa82ustYA7N7Zlt07w357ygvZU14IHPhwS6VSDSqnq6ur+DEy5TmeaUie53SZhuR5jmcakuc5XaYhc57TZRqS5zmeaUie53SZhuR5jmcakuc5nmlIlue95e3ZW94egIpdnanY1RloWM7jP+si3Wc0ZM5zukxD8jzHMw3J85wu05A8z/FMQ/I8xzMNyfOcLtOQPM/xTEPyPKfLNGTOc7pMQ/I81/b5mzTbzUmFW5WlhYu/we8C71RbKuuyQsMSRERERLIsz4YldIuV2+WsFRF1bkVERESy7N2K/OncuntprPxyfJ2ZvR+oyOa8tzkflmBmI8zseTPbYGYPmdmRuW6TiIiISFN6xw+psqRjZjPM7BUz2xCrO8HMHjezl6Kfx0f1Zma3m9lmM1tvZj1i+wyJtn/JzIbE6nua2XPRPrebWYPGSJjZZDP7dFT+f8DrwBtm1r8hx62LnHZuzawN8H3gU+5+KnAoMDCXbRIRERFpahV+SJUlg/uA86vVjQKWunsnYGn0GKAv0ClargSmQegMAz8DegGfBn5W2SGOtrkitl/156qrQUBlR/ynwGDgAuDmBh43sZyfuSUMjXi/mR0GHAXszHF7RERERJpU0jO37r6CcPYz7svAzKg8E/hKrH6WB08Bx5lZK6AP8Li7v+7ubwCPA+dH645196ei2Q5mxY5VX0e5+7/N7INAe3f/nbsvAQobeNzEcjrm1t3LzGwyUAL8B1js7otz2SYRERGRptbAMbcnunt5VN4FnBiV2wClse12RHWZ6nfUUN8QL5rZIKAjoRONmX2I0M/LilwPSzie8FdGO6A18AEzG5zLNomIiIg0tQqsylJf0RnX5nTTgmHA/wKfB26I6voAWTt5mfbMrZnNSniMve5+RT2f/4vANnd/NXrOOcBngPvreTwRERGRZq+BZ27/YWat3L08GlrwSlRfBrSNbXdSVFcGnF2tfnlUf1IN29ebu68m9OXidQ8ADzTkuHWR6cztAGBLgmVAA56/BDjDzI6Krs77ArCxAccTERERafbe9UOqLHX0GFA548EQYF6s/tJo1oQzgFQ0fGERcJ6ZHR99a34esCha96aZnRH1wy6NHavFyjTmttTdb6rtAGb29fo+ubuvMrPfAmsId694Fphe3+OJiIiItATvViTr0JrZQ4Szrh8ysx2EWQ8mAI+a2eXAy8DXos0XAP2AzcC/gaEA7v66mf0cWB1tN8bdKy9SG0aYkeH9wMJoyQkza59w0wp3355uZdrOrbt3THJ0d/9Ywoak2/9nhH8oERERkYNC0lvuunu6k4hfqGFbJ4x3rek4M4AZNdQ/DZyaqDFNbzNh/HBtb85/gA+kW1mv2RKinnXGXrOIiIiI1KweQxEOBnvc/ZjaNjKzNzKtT/TORncO+0xUHgo8DzwfnQ4XERERkTp4t+KQKku+MLOvm9kpUbmLma0wsz+bWZJv+ocnfJoRGdsQzmBnZmavACe5+9tm9hxwFbAb+H10d4wmkUql9jeuoKCgqZ5GpFGkUqn95YKCghq/UlGmpaVQniXfJMl0Ftqw/3fmK8+MqbLu9z1/ur+cq/Y1BjPbAnzG3f9hZn8ANgH/Aj7n7udkow1J/1Q4POrYtgFOcPe/ufvzHJg0uMm1u2MKAEV3TqHozqg8bTJF0yaH8vRJFE2fBEDhPdHPGbdQOOOWsH7mRIpmTgzlWRMomjUhHPf+8bS7fzwA7R8Kd4br8Mg4OjwyDoBOs8fSafZYALrMGUOXOSGMp8y9iVPmhuvtus27kW7zbgSg+/wwpVuPBdfTY8H1AJy+8DpOX3gdAGcuHsWZi8Nd8novGUnvJSMBOHvpNQCcu3wE5y4Pf5D0XTGcvivCHzH9V15N/5VXA3DxE8O4+IlhAAx48ioABq26gkGrwoxsQ1cPZejqoQBc+fQQrnw6XFA5bM1ghq0J0wiPWDuQEWvDnY5HrrsEgNHrL2L0+osAGLPhAsZsuACA8cX9GF/cD4DJG/sweWMfAKa+EDJ696azuHvTWQDMeLE3M17sDcCDm3vx4OZeAMze0pPZW3oCMG/raczbehoAi7Z1BWDZ9i4s294FgJXbO7JyexjyvbqkiNUlRQCsK2nLupIww0lxaZhjeuuOVmzd0QqA0rJWlJaF8q6y1uwqaw3A7p1t2b0z7Ff54ZZKpRpUTldXV+meo3qe45mG5HlOl2lInud4piF5ntNlGjLnOV2mIXme45mG5HlOl2lInud4piF5nuOZhmR53lNeyJ7ycNOfveXt2VsersWo2NUZaFi26yrdZzRkznO6TEPyPMczDcnznC7TkDzP8UxD8jzHMw3J85wu05A8z/FMQ/I8p8s0ZM5zukxD8jzHM135sz7Zbk7crcqSRz4cdWyPBHoDo4ExwGkNPXA0C8Tnatsu6ZjbtWZ2LeHWaX+MnqAN8Gb9mygiIiJycMrjMbevmllH4OPAanffa2ZHUftFYkkcDvwZyDhJcNLO7eXAz4F3gB9HdWeSxQl5RURERPLFvjwaZ1vNz4FngH0cuBfCF4F1SXY2s0szrD48yTFq7dya2aGECYK/5e7/rax3998Cv03yJCIiIiJyQJ4NRdjP3e8zs0ej8r+j6qeAgQkP8WtC53hvDesSvWm1dm7dfZ+ZDQNuTNgoEREREclgX0V+dm7N7DZgpruvraxz91fS7/EeLwE/cfc/13DsIwk3p8go6TnxWYQZEkRERESkgfb5IVWWPHIosMjMNpjZT8zspDru/xcg3bRh+6L1GSV9Nz8N/NLMtpvZymjOshVmtiLh/iIiIiIS2VdhVZZ84e7fB1oDowgzJGw0syVmdqmZHZ1g/++4+7Q0695x98/XdoykF5T9X7SIiIiISAPl65hbCENagfnAfDPrBjwI3Af8ysweBn7m7mVN9fyJOrfuPrOpGiAiIiJysMnj2RIws2OBS4DBwCeA3wHDgBLgR8DCqD7d/lcClwHdgKMJN4F4Hvi1u9d6sjXpmVvM7ETC8IQPEbtazd1nJD2GiIiIiEBFHg1FiDOz3wJ9gBXAXYS72e6Nrf8hkPauGmY2AegPTCFMH5YCjiUMcfihmbV392sztSFR59bMvgLcT7iCrRuh93wq8FdAnVsRERGROqjI32EJTwHfc/ddNa1094rohGk6lwOfcPfyavVrzOxPwHqg4Z1bYCww1N1nm9kb7v5JMxtK6OiKiIiISB3k65hbd5+cYJtM03nV9sbU+sYl7dye7O6zq9XNBHYB1yQ8hoiIiIgAnr/DEo4l3BvhLN47lPXkBIe4F1hmZtWHJXQHfkiCCQ6Sdm5fMbMT3f0fwHYzOxP4J7Xc21dERERE3itfx9wCvwJOAsYQhrQOBn5MuKisVu7+EzPbClSOEIhfUHa7u99d2zHM3Wt9IjP7CbDZ3X8X3fN3OlABTHH3G5I0tj5SqdT+xhUUFDTV04g0ilTqwPj4goKCGj+1lGlpKZRnyTdJMp2FNuz/nfnkgjurrHu23//uL+eqfY3BzF4BTnH318xst7sfZ2ZtgD+4e49stCHRPBTuPtHdfxeVZwGdgZ5N2bGtrv3tUwBod8cU2t0RykV3TqHozqg8bTJF08Iwj6LpkwAovGcShfdE5Rm3UDjjlrB+5kSKZk4M5VkTKJo1IRz7/vHhuR66mfYP3QxAh0fG0eGRcQB0mj2WTrPHAtBlzhi6zBkDwClzb+KUuTcB0G3ejQB0n38D3eeHt6fHguvpseB6AE5feB2nL7wOgDMXj+LMxaMA6L1kJABnL72Gs5eGkR7nLh/BuctHANB3xXD6rhgOQP+VV9N/5dUAXPzEMAAGPHkVA54MN5EbtOoKBq26AoChq4cydPVQAK58eghXPj0EgGFrBjNszWAARqwNt3seue4SRq67BIDR6y9i9PqLABiz4QLGbLgAgPHF/Rhf3A+AyRv7ADD1hXOY+sI5ANy96Szu3nQWADNe7M2MF3sD8ODmXjy4uRcAs7f0ZPaWngDM23oaAIu2dWXRtq4ALNvehWXbuwCwcntHVm7vCMDqkiJWlxQBsK6kLQDFpW0oLm0DwNYdrdi6oxUApWWtKC0L5V1lrdlV1ho48OGWSqUaVE5XV1dJnq9o+qQqmYbkeU6XaUie53imIXme02UaMuc5XaYheZ7jmYbkeU6XaUie53imIXme45mGZHnevbMtu3eG/faUF7KnvBCAveXtAajY1ZmKXZ2Bume7rtJ9RsN7P5+TfEZD8jzHMw3J85wu05A8z/FMQ/I8xzMNyfOcLtOQPM/xTEPyPKfLNGTOc7pMQ/I8xzMN9f/cbla82pI/DuHAbAj/MrMCoBzoWN8Dmtmv6tqApAd+n5n9j5kNcPcSoMTMPlDnFoqIiIgc5LzCqix5ZB1hvC3ASsIwhWnAiw045uC6bJyoc2tmHyc06v8IA30hNFzTgImIiIjUUR53bq8Atkfl4cB/gOOASxtwzDq9QUkvKJsG/NTdf2Nmb0R1f6ERbslrZscB9xDmzXXgW+7+ZEOPKyIiItJ85VWHdj933xorvwJ8uxEOe3NdNk7aue1GuOINopEh7r7HzN5flydL45fAn9z9q2Z2OHBUIxxTREREpPmqyHUDGo+ZfSvJdvW9q627j6/L9kk7t9uBnsDTlRVm9mlgc12erLpokPHnCPcPxt3fBt5uyDFFREREmrs8G4rwzVjZgM8S7oVQCrQFPkoj3NXWzN4HLHL3czJtl7RzewPwRzO7CzjczK4FriKMq2iIdsCrwK/NrDvwDDDc3fc08LgiIiIizVcedW7d/fOVZTO7A/i9u/8iVjcc6NAIT3UIBy5WSytR59bd55vZ+YTO7F+AQuAid3+mQU0Mz98DuNrdV5nZL4FRhM60iIiISF6y/Jr+K24w4c5kcVMJN//6fm07RzdwSCfRRAiJOrdm9kF3fxYYlmT7OtgB7HD3VdHj3xI6tyIiIiL5K4/O3FazC7gAmBur6w+8knD/E4BrgG01rDscmF/bAZIOSygxsyXALMIdJhplXKy77zKzUjPr4u6bgC8AxY1xbBEREZFmK48uKKvm+8DvzOzHhDG3JwNdgUsS7r8G+I+7L62+wsyOIME0E0lv4lAELCWcVd1lZtPNrHfCfWtzNfCAma0HTqOO0z2IiIiItDgVVnVJw8zON7NNZrbZzJr9t9vu/jjhmqpphI7qNKC9uy9OeIgxpL/hw9vA59Os2y/pmNtXgduB282sC+GquN+YmROmCLvX3V9O1OT3Hnst8Kn67CsiIiLSEiUZc2tmhwJ3AucShnKuNrPH3L1Zf8vt7q8Bv6nnvsszrHPCtV8ZJb79bsxHo+VYYAvQBni2Jfw1ISIiItIseLWlZp8GNrv71mhI6MPAl7PSvjows5kJt/t1wu0OM7PzzGyEmf00+nmemSW7Vix0gmt9km6Eq9++AewBZgIPuPuOaH0RsN7dj03ypEmlUqn9jSsoKGjMQ4s0ulQqtb9cUFBQ43dMyrS0FMqz5Jskmc5CG/b/znzyvnurrHv2ssv3lyvbZ2ZfBc53929Hj78J9HL372WjvUmZ2R7gS9Q+HnaOux9Xy7G6A/OiY60HUoQTqp8g/BnwZXdfn+kYSc/crgCOAS5x967uPrGyYwvg7tuBXyQ8Vr20v+3W8PP2KbS/fQoA7e6YQrs7QrnozikU3RmVp00OP6dPomj6JAAK75lE4T1RecYtFM64JWwzcyJFMyeG8qwJ4bj3j6fd/eFmGO0fupn2D4VhwB0eGUeHR8YB0Gn2WDrNHgtAlzlj6DJnDACnzL0JgG7zbqTbvBsB6D7/BrrPD7Ob9VhwPT0WXA/A6Quv4/SF1wFw5uJw4rv3kpH0XjISgLOXXsPZS68B4NzlIzh3+QgA+q4YTt8VwwHov/JqAC5+YhgXPxEmsxjw5FUMePIqAAatuoJBq8J0xENXD2Xo6qEAXPn0EK58eggAw9YMBmDE2oGMWDsQgJHrLmHkujD2e/T6ixi9/iIAxmy4gDEbLgBgfHE/ACZv7MPkjX0AmPrCOUx9IcytfPems7h7U5iObsaLvZnxYhim/eDmXjy4uRcAs7f0BGDe1tOYt/U0ABZt68qibV0BWLa9C8u2dwFg5faOrNzeEYDVJUUArCtpy7qStgAUl7ahuLQNAFt3tGLrjlYAlJa1orQslCs/3FKpVIPK6erqqq7PXdc8p8s0JM9zPNOQPM/pMg2Z85wu05A8z/FMQ/I8p8s0JM9zPNOQPM/xTEOyPO8qa82ustYA7N7Zlt07w757ygsB2Fvenr3l7QGo2NWZil2dgWTZrqt0n9Hw3s/nJJ/RkDzP8UxD8jynyzQkz3M805A8z/FMQ/I8p8s0JM9zPNOQPM/pMg2Z85wu05A8z/FMQ/I8N/QzukklO3PbUrxKuEHDvbUsuxIc6x5girsXunt/dx/s7he4exEwhQQ3gkg6W8JH3f2dTBu4+08THktERETkoGbJZksoI9zhq9JJUV2zEnU8G0tX4K4066YDE2s7QNozt2Z2XmU5U8fWzM6t7UlEREREJKai2lKz1UAnM2tnZocDA4HHstK+3NkIfDfNuu9E6zPKdOb2t4QxDrV5hDDhroiIiIgkYAlu4uDu75rZ94BFwKHADHd/vqnblmPfBn4fzZNbfcztPuArtR0gU+f2aDMrqWV/A45I1FQRERERCRKOs3X3BcCCJm1LM+Lua82sE3A20A04GvgX8EtgeW3DZCFz57bWSXIj+XuPDREREZEmkHDM7UEp6sA+Hi2Y2UnxiQxqk7Zz6+61TpIrIiIiInWXz51bM/sY4Xa7H3X3/40eH17bFF4ZFJNsqCxQv5s4iIiIiEgDWEXVJV+Y2SWEKWTbEO5oC2Fowa0NOWxdNlbnVkREREQayxjgXHe/inABGMA6oHu2GpB0nlsRERERaST5dLa2mo8QZjmAA5fNNehWFe5+TF22V+dWREREJNvyt3P7DGE4wqxY3UDg70kPYGYfBC4mzJZwDPAW8DzwO3d/rbb903ZuzWwlCXrZ7v65pI0VERERkbw+c/t9YLGZXQ58wMwWAZ2B8zLvFpjZFwj3WniOMJxhJ+FiskHABDO72N3/nOkYmc7c3hMrdwC+BcwEXgZOBoaQ4P6+IiIiIlKV1ftL+ubN3V+IZkf4EjAfKAXmu/u/Eh7iDuByd59TfYWZXQj8Cjgl0wEyTQU2M3awp4A+8btimNmDhM7tzxI2VkREREQgn4cl4O7/Bh6t5+6FwB/TrFsAPFDbAcy99j8dzCwFnOju/43VvR8od/fjEjW1HlKp1P7GFRQUNNXTiDSKVCq1v1xQUFDjtCXKtLQUyrPkmySZzkIb9v/OfGZ81S+/n7j2W/vLuWpfYzCzkwknPj9JmAJsP3fvnGD/ZYRxuze6+55Y/Qei457u7hlvNJZ0KrC/APeZWScze7+ZdQbuBVYm3L/BOkwJ06O1v+1W2t8WlW+fQvvbpwDQ7o4ptLsjlIvujH5Om0zRtMmhPH0SRdMnAVB4zyQK74nKM26hcMYtYZuZE8PPWRMomjUhHPf+8bS7f3x4vodupv1DN4f2PDKODo+MA6DT7LF0mj0WgC5zxgBwytybOGXuTQB0m3cj3ebdCED3+TfQff4NAPRYcD09FlwPwOkLrwPgzMWjOHPxKAB6LxlJ7yUjATh76TWcvfQaAM5dPoJzl48AoO+K4QD0X3k1/VdeDcDFTwzj4ieGATDgyasY8ORVAAxadQWDVl0BwNDVQxm6eigAVz49BIBhawYzbM1gAEasHciItQMBGLnuEkauuwSA0esvYvT6iwAYs+ECAMYX92N8cT8AJm/sw+SNfQCY+sI5TH3hHADu3nQWd286C4AZL/Zmxou9AXhwcy8AZm/pyewtPQGYt/U05m09DYBF27qyaFtXAJZt78Ky7V0AWLm9IwCrS4pYXVIEwLqStqwraQtAcWkbikvbALB1Ryu27mgFHPhwS6VSDSqnq6ur+j530jynyzQkz3M805A8z+kyDZnznC7TkDzP8UxD8jynyzQkz3M805A8z/FMQ7I8l5a1orQslHeVtWZXWWsAdu8M++0pL2RPeSEAe8vbs7e8PQAVuzpTsSv8H5Mu23WV7jMa3vv5nOQzGpLnOZ5pSJ7ndJmG5HmOZxqS5zmeaUie53SZhuR5jmcakuc5XaYhc57TZRqS5zmeaUie54Z+Rjcpr7bkj9mEkQE/Bb5bbUliKPBZ4J9m9ryZPWFmG4BXgd6EYbEZJZ0t4TLCGIfngUOBd4E5UQNEREREpA7y+IKyjwFnunu9XqG7vwx8xsw6EWZLOBr4F/C8u7+U5BiJOrfu/jow0MwOAT4MvFrfRouIiIgc7PK4c/sH4Cwg44wGtYk6si8BmFmTznP7AeAooMjMKp98ax2P8R5mdijwNFDm7l9q6PFEREREmrN8nS2BMBXYE2a2BfhHfIW7f6vmXQ4ws6uBxe6+yczaAg8BnwHczP4KfMPdyzIdI9GYWzPrambPAilgc7Ts71E3guHAxkY6loiIiEjzlr9jbn9NuO3uRqCs2pLEdcCOqDyVcHHZhwgjB9YQhslmlPTM7a8Ip5c/D2wDioDxwBMJ90/LzE4C/h8wDvhhQ48nIiIi0tzl8bCEc4DW7v5WPfc/Gtgblc8ALnH3twHMbCSwq7YDJJ0toTvwE3ffTZg+LAX8GPh5XVtcg18AI8nrGd9EREREDrCKqkseWQ98sAH7rwG+GpU3A6fG1p0C/Ke2AyQ9c/tf4H3AO4SpGU4G3qBhjcfMvgS84u7PmNnZDTmWiIiISEuRZx3auGWE2+/+mveOuU1yZ9sRwEIz6wusBpaY2VzC4I0LCcMWMkrauV0JfA24j3C/34WEU8bLEu6fzmeBC8ysH3AkcKyZ3e/ugxt4XBEREZHmK7/G2cb1JoyvPa9avRPubJuRu68xs66EoapnEOa37Uk4I/xVd691FoakU4F9LfbwOmADcAwwK8n+GY57LXAtQHTm9hp1bEVERCTf5euZ29ruHpbwGK8Bo+u7f52mAovmuT3R3e+v7xOKiIiIHOzyqXNrZubuHpXTXs9Vl3skmFk7wnjbowizJ2yIrvmqVdKpwI43swcJY283R3UXmNnYpI2sjbsv1xy3IiIiclDIr6nA4p3OdwnXaMWXyrpamVkrM1sObAHmAQ8A84EdZvZzq7zRQgZJZ0uYFjW8EHg7qnsSGJBwfxERERGJWIVXWVq4brFyO6B9taWyLol7gWKgDdA2ejwB6EEYz1vrTF1JhyV8gTBn2Ttm4Z4a7v6qmX0k4f4iIiIiEsmnYQnuXhp7eIm7T66+jZn9ELg1weF6Axe4+7vRfj8Atrr7RDMbAjwFXJ/pABYNkcjIzDYD/+Pu5Wb2urufEE0HttjdP5agofWSSqX2N66goKCpnkakUaRSB76VKSgoqPFrE2VaWgrlWfJNkkxnoQ37f2fO/f69VdY9fvvl+8u5al9jMLM33f3YGupfd/cTEuz/EtDf3V+IHp8KzHH3ztHjt9z9mEzHSDos4R7gd2b2eeAQMzsTmAncnXD/Bus4KXT2O0y5lQ5TQrn9bbfS/raofPsU2t8+BYB2d4SfRXdOoejOqDxtMkXTwh8SRdMnUTR9EgCF90yi8J6oPOOWsH7mRIpmTgzlWRMomjUhHPf+8bS7f3x4vodupv1DN4c2PTKODo+MA6DT7DAMucucMXSZMwaAU+bexClzbwKg27wb6TbvRgC6z7+B7vNvAKDHgvBHyOkLr+P0hWEKtzMXj+LMxaMA6L1kJL2XjATg7KXXcPbSawA4d/kIAPquGE7fFcMB6L/yavqvvBqAi58YxsVPDANgwJNXMeDJqwAYtOoKBq26AoChq4cCcOXTQ7jy6SEADFszmGFrwsQVI9YOZMTagQCMXHcJI9ddAsDo9RcBMGbDBYzZcAEA44v7Mb64HwCTN/Zh8sY+AEx94RymvnAOAHdvOou7N50FwIwXewPw4OZePLi5FwCzt/Rk9paeAMzbehrztp4GwKJtXVm0rSsAy7Z3AWDl9o6s3N4RgNUlRawuKQJgXUlb1pW0BaC4tA3FpW2AAx9uqVSqQeV0dXXVGM+dKc/pMg3J8xzPNCTPc7pMQ+Y8p8s0JM9zPNOQPM/pMg3J8xzPNCTPczzTkCzPW3e0YuuOVgCUlrWitCyUd5W1BmD3zrbs3hn221NeyJ7yQgD2lrdnb3n4hrBiV2cqdnUGaFCe031Gw3s/n5N8RkPyPMczDcnznC7TkDzP8UxD8jzHMw3J85wu05A8z/FMQ/I8p8s0ZM5zukxD8jzHMw3J89zQz+imZF51aenM7BwzOwc41Mw+X/k4Wr4NJL1j2UTgL2Z2h5lNJUw7e1v0HN2ArbUdIOmwhImEO0LcSbiZwwzgbnf/RcL9RURERCSST8MSIpWnoo+k6ny2Trhl7tVJDuLu90QjBv5fVPV1d18alTcDn6vtGEnnuXXgl9ECgJkdamZj3P2nSY4hIiIiIkEeXERWhbu3AzCzWe5+aaZtzewkd9+R4VjLgeU1rHoXGA6MyXT8pMMSanIYDZhgV0RERORgZfuqLvU6htklZva8mVWY2aeqrbvWzDab2SYz6xOrPz+q22xmo2L17cxsVVT/iJkdHtUfET3eHK0vytSm2jq2keK6vdL9DgN+lmSjhmixA55FREREcqZxTtxuAC6i2jVQ0e1rBxKm6GoNLDGzztHqO4FzCTdGWG1mj7l7MWEI6m3u/rCZ3QVcTpgK9nLgDXfvaGYDo+0aOhVs2v6jmWW6RW+ifmtDztxCPkw7LCIiIpJljTHPrbtvdPdNNaz6MvCwu+91922EsaqfjpbN7r7V3d8GHga+HN0Y4Rzgt9H+M4GvxI41Myr/FvhCkhsp1Nb0DOu+QbjOq6yGJe1QhriMPeDoqrd0Dk/yBCIiIiJSVRNfUNaGMB9spR1RHUBptfpewAeB3ZVzy1bbvk3lPu7+rpmlou3/2TRN5zlgkbs/Vn2FmR0JjHrvLlXVdnr33lrWl9T2BCIiIiJSVdKztWa2BPhoDatGu/u8Rm1U83Af6UcWvAPcVNsBMnZuK698ExEREZHGk3RuW3f/Yj0OX0a4dW2lk6I60tS/BhxnZodFZ2/j21cea4eZHQYURNs3RNphDe5+Z4Z1+0jQuW3omFsRERERqSOrqLo0sseAgdFMB+2ATsDfgdVAp2hmhMMJF509Fk35+mfgq9H+Q4B5sWMNicpfBZZ5ktvbZta1gftn1NDZEkRERESkrvY1/Jp8M7sQuAP4MPBHM1vr7n3c/Xkze5Qw5da7wP9GZz0xs+8Bi4BDgRnu/nx0uJ8AD5vZWOBZDgxNvRf4TXRjhdcJHeLq7SglwSQD7n5y9LO0tm0bQp1bERERkSxrjFvuuvtcYG6adeOAcTXULwAW1FC/lTCbQvX6/wKX1NKUwbHy6YQzvbcDLwOFwPeAWbUco9GocysiIiKSZfl0hzJ3/0tl2czuBPq4e1msbiHwJ2BKNtqjzq2IiIhIluVT57aa1sC/qtX9iwNTizU5a/iY4KaTSqX2N66goCCXTRGpVSqV2l8uKCio8UpQZVpaCuVZ8k2STGehDft/Zy668FdV1s2ZO2x/OVftawxmdh/QDhhLmC+3LXAtUOLuQzLs2mhazGwJnSbcBkDHSbfScdKtAHSYcisdpoRy+9tupf1tUfn2cNa73R1TaHdHKBfdOYWiO6PytMkUTZscytMnUTR9EgCF90Q/Z9xC4YxbwvqZEymaOTGUZ02gaNaEcOz7x9Pu/vHh+R66mfYP3Rza9EgY3tJp9lg6zR4LQJc5Y+gyZwwAp8y9iVPmhlksus27kW7zbgSg+/wbAOix4Hp6LLgegNMXXsfpC68D4MzFozhzcZi3uPeSkfReMhKAs5deA8C5y0dw7vIRAPRdMZy+K4YD0H/l1fRfeTUAFz8xjIufCL88A568igFPXgXAoFVXADB09VCGrh4KwJVPD+HKp0MGh60ZzLA1YTjNiLUDGbE2jCUfuS4MwRm9/iJGr78IgDEbLmDMhgsAGF/cj/HF/QCYvLEPkzeGW1tPfeEcpr4Q7g9y96azAJjxYm9mvNgbgAc39+LBzb0AmL2lJ7O39ARg3tbTmLf1NAAWbQsXWi7b3oVl27sAsHJ7R1Zu7wjA6pIiVpcUAbCupC3rSsLMJ5UfbqlUqkHldHV11VjPXVmunud0mYbkeY5nGpLnOV2mIXOe02Uakuc5nmlInud0mYbkeY5nGpLnOZ5pSJbn4tI2FJeGkyFbd7Ri645WAJSWhZ+7ylqzq6w1ALt3tmX3zrDfnvJC9pQXArC3vD17y9sDULEr3J2zPnlO9xkN7/18TvIZDcnzHM80JM9zukxD8jzHMw3J8xzPNCTPc7pMQ/I8xzMNyfOcLtOQOc/pMg3J8xzPNCTPc0My3eS82pI/rgKeBO4C1kQ/V0X1WaFhCSIiIiJZlq/DEqIL0EaR4E5iTUWdWxEREZEss0aYCqy5MLPPufuKqHxOuu3cfVk22pPTzq2ZtSVMDXEi4aT8dHf/ZS7bJCIiItLk8uvM7a+AU6PyvWm2caB9NhqT6zO37wI/cvc1ZnYM8IyZPe7uxTlul4iIiEiTsWZ8QX9dufupsXK7XLYFcnxBmbuXu/uaqPwWsJEsThUhIiIikhP7vOoijSbXZ273M7Mi4JOEK+pERERE8pZVVOS6CY2mrrffbWrNonNrZkcDvwN+4O5v5ro9IiIiIk0qj4YlUPX2uzmX886tmb2P0LF9wN3n5Lo9IiIiIk0tn2ZLiN9+tznI9WwJRriqbqO735rLtoiIiIhkTR4NS6jOzE4D/gf4ELD/bmvu/tNsPH+u71D2WeCbwDlmtjZa+uW4TSIiIiJNK08vKDOzK4G/AecAPwE+DvwI6JitNuT0zK27/5VYj15ERETkYJBPU4FVMxI4391Xmtkb7n6hmfUFBmarAbk+cysiIiJy8NlXUXXJHx9x95VRucLMDnH3hUD/bDUg5xeUiYiIiBx08nfM7Q4zK3L37cCLwJfN7J/A29lqgHkzPi2eSqX2N66goCCXTRGpVSqV2l8uKCiocbiNMi0thfIs+SZJprPQhv2/MwM/+fMq6x5+9ob95Vy1rzGY2WXAP9x9YTQc4bfA4cD33X1aNtrQYoYldL75NgA6TbiNThNCueOkW+k4KUyy0GHKrXSYEsrtb4t+3j6F9rdPAaDdHVNod0coF905haI7o/K0yRRNmxzK0ycBUHjPJArvicozbqFwxi1h/cyJFM2cGMqzJlA0a0I49v3jaXf/+PCcD90c2vPIODo8Mi60efZYOs0eC0CXOWPoMmcMAKfMvYlT5t4EQLd5NwLQff4NdJ8fAt5jwfX0WHA9AKcvvI7TF14HwJmLR3Hm4lEA9F4yEoCzl17D2UuvAeDc5SM4d/kIAPquGE7fFcMB6L/yavqvvBqAi58YxsVPDANgwJNXATBo1RUMWnUFAENXD2Xo6qEAXPn0EK58eggAw9YMZtiaMJ3diLVh+MzIdZcwct0lAIxefxGj118EwJgNFzBmwwUAjC/ux/jicK3g5I19mLyxDwBTXzgHgLs3ncXdm84CYMaLvZnxYm8AHtzciwc39wJg9paezN7SE4B5W08DYNG2riza1hWAZdu7sGx7FwBWbu/Iyu1h7PrqkiJWlxQBBz7cUqlUg8rp6uqqsZ67pnLR9ElpMw3J8xzPNCTPc7pMQ+Y8p8s0JM9zPNOQPM/pMg3J8xzPNCTPczzTkCzP60rasq6kLQDFpW0oLg03eNy6oxUApWWtKC0L5V1lrdlV1hqA3Tvbsntn2G9PeSF7ygsB2FsebvtesaszdZXuMxre+/mc5DMa3vv5nOQzGpLnOV2mIXme45mG5HmOZxqS5zldpiF5nuOZhuR5TpdpyJzndJmG5HmOZxqS57khmW5yXlF1yRPufl80DIHo5/HA8dnq2EIL6tyKiIiI5I08HXNrZr8ws9MrH7v72+7+r2y2QZ1bERERkWyrqKi65A8D5pnZS2Z2k5l1yXYD1LkVERERybZ9+6ouecLdhwMnAcOAtsBTZvaMmf0wW21Q51ZEREQk29yrLnnE3Svc/XF3/xZwKvAaMClbz6/OrYiIiEi25emYWwAz+4CZDTazPxKmA3sXGJKt59c8tyIiIiJZ5nk0FCHOzGYDfYE1wEPAEHf/ZzbboM6tiIiISLbl2VCEmNXAj9y9JFcNUOdWREREJNvy9Mytu9+S6zaocysiIiKSZfk6LKE50AVlIiIiItnWCFOBmdkkM3vBzNab2VwzOy627loz22xmm8ysT6z+/Khus5mNitW3M7NVUf0jZnZ4VH9E9HhztL6o3q85S9S5FREREckyr/AqSz09Dpzq7p8gzEpwLYCZdQUGAt2A84FfmdmhZnYocCfhgq+uwNejbQEmAre5e0fgDeDyqP5y4I2o/rZou2bNvBkPaE6lUs23cSIZFBQUWE31yrS0RMqz5Jt0mW5qSX9n6tM+M7sQ+Kq7DzKzawHcfXy0bhFwY7Tpje7eJ6q/NqqbALwKfNTd3zWzMyu3q9zX3Z80s8OAXcCHvRl3IHXmVkRERKTl+xawMCq3AUpj63ZEdenqPwjsdvd3q9VXOVa0PhVt32zpgjIRERGRZsrMlgAfrWHVaHefF20zmnCjhAey2bbmqll3bnP1tYFIU1GmJZ8ozyJ1U5/fGXf/Yqb1ZnYZ8CXgC7GhAmVA29hmJ0V1pKl/DTjOzA6Lzs7Gt6881o5oWEJBtH2zpWEJIiIiIi2QmZ0PjAQucPd/x1Y9BgyMZjpoB3QC/k64wUKnaGaEwwkXnT0WdYr/DHw12n8IMC92rMpb534VWNacx9tCM7+gTERERERqZmabgSM4cCb1KXe/Klo3mjAO913gB+6+MKrvB/wCOBSY4e7jovr2wMPACcCzwGB332tmRwK/AT4JvA4MdPet2XmF9eTuLXYBZgCvABtidd2BJ4HngD8Ax8bWfSJa93y0/siovmf0eDNwO1GnP9dLXV4f8D5gZlS/Ebg2ts/5wKbo9Y3K9euKtast4S/F4ujfZHhUfwJhepOXop/HR/UW/ftsBtYDPWLHGhJt/xLhPtY5f33KszKtTOd3ppXngyvPWlrOkvMGNKjx8DmgR7UPltXAWVH5W8DPo/Jh0S9b9+jxB4FDo/LfgTOiX8yFQN9cv7Z6vL5vAA9H5aOA7UAR4S+zLUB74HBgHdA1168tameryg8/4BjCHH1dgVsqP+CBUcDEqNwv+vex6N9rVVR/ArA1+nl8VD4+169PeVamlen8zrTyfHDlWUvLWVr0mFt3X0E4RR7XGVgRlR8HLo7K5wHr3X1dtO9r7r7PzFoR/rJ+yt0dmAV8pckbn0AdX58DH4gGe78feBt4E/g0sNndt7r724SvHL7c1G1Pwt3L3X1NVH6LcDajDaF9M6PNZnLg3+PLwCwPniIMfm8F9AEed/fX3f0NwvtyfvZeSePI9zyDMh1tpkznSaaVZ+AgyrO0HC26c5vG8xz4YLiEA1cFdgbczBaZ2RozGxnVtyHM51YpPrdbc5Tu9f0W2AOUAyXAZHd/nfRz2jUr0e38PgmsAk509/Jo1S7gxKhc13n78kG+5xmUaWU6yJdMK88HHAx5lmYoHzu33wKGmdkzhK9R3o7qDwN6A4Oinxea2Rdy08QGSff6Pg3sA1oD7YAfRYPDmz0zOxr4HWHA+5vxddGZmoP5qsd8zzMo0webfM+08iySY3nXuXX3F9z9PHfvCTxEGMsE4S/FFe7+Tw/TZSwgjJUqI8znVik+t1uzk+H1fQP4k7u/4+6vAH8DPkXmue5yzszeR/jQfMDd50TV/4i+yiL6+UpUn+61NOvX2BD5nmdQplGm8yrTyvPBlWdpnvKuc2tmH4l+HgJcD9wVrVoEfNzMjorGPJ0FFEdfrbxpZmeYmQGXcmBut2Ynw+srAc6J1n2AMJj/BdLMaZftdtcker/vBTa6+62xVfE59YZQda69Sy04A0hF/36LgPPM7HgzO54wdm9RVl5EE8v3PIMyjTKdV5lWng+uPEszVZerz5rbQviruBx4h/BX/+XAcMIVnS8CE4hNGQMMJoyH2gDcEqv/VFS3BZga36elvD7gaGB29PqKgR/HjtMv2n4L4XZ9OX9tUbt6E77OWg+sjZZ+hKuklxKmjFkCnBBtb8Cd0et4DvhU7FjfIkw/sxkYmuvXpjwr08p0/mdaeT648qyl5Sy6iYOIiIiI5I28G5YgIiIiIgcvdW5FREREJG+ocysiIiIieUOdWxERERHJG+rcioiIiEjeUOc2T5nZ82Z2dmNtJ5JLyrPkE+VZpGlpKjDZz8xuBDq6++Bct0WkoZRnySfKs0hyOnMrIiIiInlDZ27zlJltB75NuMNMV+C/wIWEW0AOcfenq213GOHWiQbsBba4e/esN1ykBsqz5BPlWaRp6cztweEC4GHgOMIH5NTqG7j7n4CbgUfc/Wh9cEozpjxLPlGeRRqZOrcHh7+6+wJ33wf8BtAHo7RkyrPkE+VZpJGpc3tw2BUr/xs40swOy1VjRBpIeZZ8ojyLNDJ1biVOA7AlnyjPkk+UZ5GE1LmVuH8ARWamXEg+UJ4lnyjPIgnpl0TiZkc/XzOzNTltiUjDKc+ST5RnkYQ0FZiIiIiI5A2duRURERGRvKHOrYiIiIjkDXVuRURERCRvqHMrIiIiInlDnVsRERERyRvq3IqIiIhI3lDnVkRERETyhjq3IiIiIpI3/j9alX8kthEfPQAAAABJRU5ErkJggg==\n", 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" ] @@ -360,7 +358,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "These alignment keywords also extend to reference forecasts (e.g. `reference='persistence'`), which uses the identical set of initializations (and alignment strategy) in its computation. Below, the dashed lines represent the persistence forecast for the given alignment strategy, while the solid lines denote the initialized anomaly correlation coefficient (as in the above plots)." + "These alignment keywords also extend to reference forecasts (e.g. `reference=\"persistence\"`), which uses the identical set of initializations (and alignment strategy) in its computation. Below, the dashed lines represent the persistence forecast for the given alignment strategy, while the solid lines denote the initialized anomaly correlation coefficient (as in the above plots)." ] }, { @@ -939,7 +937,7 @@ "source": [ "## Logging\n", "\n", - "``climpred`` uses the standard library ``logging`` to store the initializations and verification dates used at each lead for a given computation. This is used internally for testing, but more importantly, can be activated by the user so they can be sure of how computations are being done.\n", + "``climpred`` uses the standard library [`logging`](https://docs.python.org/3/library/logging.html) to store the initializations and verification dates used at each lead for a given computation. This is used internally for testing, but more importantly, can be activated by the user so they can be sure of how computations are being done.\n", "\n", "To see the log interactively, e.g. while working in Jupyter notebooks or on the command line use the following:" ] @@ -1045,467 +1043,6 @@ "source": [ "The `INFO` level reports the minimum and maximum bounds for initializations and verification dates. To see every single initialization and verification date used, set the level to `DEBUG`." ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:blib2to3.pgen2.driver:NAME 'logger' (prefix='')\n", - "DEBUG:blib2to3.pgen2.driver:DOT '.' (prefix='')\n", - "DEBUG:blib2to3.pgen2.driver:NAME 'setLevel' (prefix='')\n", - "DEBUG:blib2to3.pgen2.driver:LPAR '(' (prefix='')\n", - "DEBUG:blib2to3.pgen2.driver:NAME 'logging' (prefix='')\n", - "DEBUG:blib2to3.pgen2.driver:DOT '.' 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1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "INFO:root:initialized | lead: 02 | inits: 1962-01-01 00:00:00-2013-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "INFO:root:initialized | lead: 03 | inits: 1961-01-01 00:00:00-2012-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "INFO:root:initialized | lead: 04 | inits: 1960-01-01 00:00:00-2011-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "INFO:root:initialized | lead: 05 | inits: 1959-01-01 00:00:00-2010-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "INFO:root:initialized | lead: 06 | inits: 1958-01-01 00:00:00-2009-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "INFO:root:initialized | lead: 07 | inits: 1957-01-01 00:00:00-2008-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "INFO:root:initialized | lead: 08 | inits: 1956-01-01 00:00:00-2007-01-01 00:00:00 | verifs: 1964-01-01 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"metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "initialized | lead: 01 | inits: 1963-01-01 00:00:00-2014-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 02 | inits: 1962-01-01 00:00:00-2013-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 03 | inits: 1961-01-01 00:00:00-2012-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 04 | inits: 1960-01-01 00:00:00-2011-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 05 | inits: 1959-01-01 00:00:00-2010-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 06 | inits: 1958-01-01 00:00:00-2009-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 07 | inits: 1957-01-01 00:00:00-2008-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 08 | inits: 1956-01-01 00:00:00-2007-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 09 | inits: 1955-01-01 00:00:00-2006-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 10 | inits: 1954-01-01 00:00:00-2005-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 01 | inits: 1963-01-01 00:00:00-2014-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 02 | inits: 1962-01-01 00:00:00-2013-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 03 | inits: 1961-01-01 00:00:00-2012-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 04 | inits: 1960-01-01 00:00:00-2011-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 05 | inits: 1959-01-01 00:00:00-2010-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 06 | inits: 1958-01-01 00:00:00-2009-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 07 | inits: 1957-01-01 00:00:00-2008-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 08 | inits: 1956-01-01 00:00:00-2007-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 09 | inits: 1955-01-01 00:00:00-2006-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n", - "initialized | lead: 10 | inits: 1954-01-01 00:00:00-2005-01-01 00:00:00 | verifs: 1964-01-01 00:00:00-2015-01-01 00:00:00\n" - ] - }, - { - "data": { - "application/javascript": [ - "\n", - " setTimeout(function() {\n", - " var nbb_cell_id = 21;\n", - " var nbb_unformatted_code = \"!cat hindcast.out\";\n", - " var nbb_formatted_code = \"!cat hindcast.out\";\n", - " var nbb_cells = Jupyter.notebook.get_cells();\n", - " for (var i = 0; i < nbb_cells.length; ++i) {\n", - " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", - " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", - " nbb_cells[i].set_text(nbb_formatted_code);\n", - " }\n", - " break;\n", - " }\n", - " }\n", - " }, 500);\n", - " " - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "!cat hindcast.out" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "application/javascript": [ - "\n", - " setTimeout(function() {\n", - " var nbb_cell_id = 22;\n", - " var nbb_unformatted_code = \"!rm hindcast.out\";\n", - " var nbb_formatted_code = \"!rm hindcast.out\";\n", - " var nbb_cells = Jupyter.notebook.get_cells();\n", - " for (var i = 0; i < nbb_cells.length; ++i) {\n", - " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", - " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", - " nbb_cells[i].set_text(nbb_formatted_code);\n", - " }\n", - " break;\n", - " }\n", - " }\n", - " }, 500);\n", - " " - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "!rm hindcast.out" - ] } ], "metadata": { diff --git a/docs/source/bias_removal.ipynb b/docs/source/bias_removal.ipynb index 7543303c7..b4effc6b2 100644 --- a/docs/source/bias_removal.ipynb +++ b/docs/source/bias_removal.ipynb @@ -15,27 +15,27 @@ "\n", "---\n", "\n", - "The select from following methods by specifying `how` in [HindcastEnsemble.remove_bias](api/climpred.classes.HindcastEnsemble.remove_bias.html#climpred.classes.HindcastEnsemble.remove_bias):\n", + "The select from following methods by specifying `how` in {py:meth}`.HindcastEnsemble.remove_bias`:\n", "\n", "- ``how=\"additive_mean\"``: correcting the mean forecast additively\n", "- ``how=\"multiplicative_mean\"``: correcting the mean forecast multiplicatively\n", "- ``how=\"multiplicative_std\"``: correcting the standard deviation multiplicatively\n", "\n", - "Wrapped from the github package [bias_correction](https://github.com/pankajkarman/bias_correction/blob/master/bias_correction.py):\n", + "Wrapped from the github package [`bias_correction`](https://github.com/pankajkarman/bias_correction/blob/master/bias_correction.py):\n", "\n", "- ``how=\"modified_quantile\"``: [Reference](https://www.sciencedirect.com/science/article/abs/pii/S0034425716302000?via%3Dihub)\n", "- ``how=\"basic_quantile\"``: [Reference](https://rmets.onlinelibrary.wiley.com/doi/pdf/10.1002/joc.2168)\n", "- ``how=\"gamma_mapping\"``: [Reference](https://www.hydrol-earth-syst-sci.net/21/2649/2017)\n", "- ``how=\"normal_mapping\"``: [Reference](https://www.hydrol-earth-syst-sci.net/21/2649/2017)\n", "\n", - "Wrapped from [xlim.sdba](https://xclim.readthedocs.io/en/stable/sdba_api.html):\n", + "Wrapped from [`xlim.sdba`](https://xclim.readthedocs.io/en/stable/sdba_api.html):\n", "\n", - "- ``how=\"EmpiricalQuantileMapping\"``: https://xclim.readthedocs.io/en/stable/sdba_api.html#xclim.sdba.adjustment.EmpiricalQuantileMapping\n", - "- ``how=\"DetrendedQuantileMapping\"``: https://xclim.readthedocs.io/en/stable/sdba_api.html#xclim.sdba.adjustment.DetrendedQuantileMapping\n", - "- ``how=\"PrincipalComponents\"``: https://xclim.readthedocs.io/en/stable/sdba_api.html#xclim.sdba.adjustment.PrincipalComponents\n", - "- ``how=\"QuantileDeltaMapping\"``: https://xclim.readthedocs.io/en/stable/sdba_api.html#xclim.sdba.adjustment.QuantileDeltaMapping\n", - "- ``how=\"Scaling\"``: https://xclim.readthedocs.io/en/stable/sdba_api.html#xclim.sdba.adjustment.Scaling\n", - "- ``how=\"LOCI\"``: https://xclim.readthedocs.io/en/stable/sdba_api.html#xclim.sdba.adjustment.LOCI" + "* ``how=\"EmpiricalQuantileMapping\"``: {py:class}`xclim.sdba.adjustment.EmpiricalQuantileMapping`\n", + "* ``how=\"DetrendedQuantileMapping\"``: {py:class}`xclim.sdba.adjustment.DetrendedQuantileMapping`\n", + "* ``how=\"PrincipalComponents\"``: {py:class}`xclim.sdba.adjustment.PrincipalComponents`\n", + "* ``how=\"QuantileDeltaMapping\"``: {py:class}`xclim.sdba.adjustment.QuantileDeltaMapping`\n", + "* ``how=\"Scaling\"``: {py:class}`xclim.sdba.adjustment.Scaling`\n", + "* ``how=\"LOCI\"``: {py:class}`xclim.sdba.adjustment.LOCI`" ] }, { @@ -128,8 +128,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 3;\n", - " var nbb_unformatted_code = \"init = climpred.tutorial.load_dataset(\\\"NMME_hindcast_Nino34_sst\\\")\\nobs = climpred.tutorial.load_dataset(\\\"NMME_OIv2_Nino34_sst\\\")\\nv = \\\"sst\\\"\";\n", - " var nbb_formatted_code = \"init = climpred.tutorial.load_dataset(\\\"NMME_hindcast_Nino34_sst\\\")\\nobs = climpred.tutorial.load_dataset(\\\"NMME_OIv2_Nino34_sst\\\")\\nv = \\\"sst\\\"\";\n", + " var nbb_unformatted_code = \"initialized = climpred.tutorial.load_dataset(\\\"NMME_hindcast_Nino34_sst\\\")\\nobs = climpred.tutorial.load_dataset(\\\"NMME_OIv2_Nino34_sst\\\")\\nv = \\\"sst\\\"\";\n", + " var nbb_formatted_code = \"initialized = climpred.tutorial.load_dataset(\\\"NMME_hindcast_Nino34_sst\\\")\\nobs = climpred.tutorial.load_dataset(\\\"NMME_OIv2_Nino34_sst\\\")\\nv = \\\"sst\\\"\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -151,7 +151,7 @@ } ], "source": [ - "init = climpred.tutorial.load_dataset(\"NMME_hindcast_Nino34_sst\")\n", + "initialized = climpred.tutorial.load_dataset(\"NMME_hindcast_Nino34_sst\")\n", "obs = climpred.tutorial.load_dataset(\"NMME_OIv2_Nino34_sst\")\n", "v = \"sst\"" ] @@ -165,18 +165,18 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/checks.py:256: UserWarning: Did not find dimension \"init\", but renamed dimension S with CF-complying standard_name \"forecast_reference_time\" to init.\n", + "/Users/aaron.spring/Coding/climpred/climpred/checks.py:202: UserWarning: Did not find dimension \"init\", but renamed dimension S with CF-complying standard_name \"forecast_reference_time\" to init.\n", " warnings.warn(\n", - "/Users/aaron.spring/Coding/climpred/climpred/checks.py:256: UserWarning: Did not find dimension \"member\", but renamed dimension M with CF-complying standard_name \"realization\" to member.\n", + "/Users/aaron.spring/Coding/climpred/climpred/checks.py:202: UserWarning: Did not find dimension \"member\", but renamed dimension M with CF-complying standard_name \"realization\" to member.\n", " warnings.warn(\n", - "/Users/aaron.spring/Coding/climpred/climpred/checks.py:256: UserWarning: Did not find dimension \"lead\", but renamed dimension L with CF-complying standard_name \"forecast_period\" to lead.\n", + "/Users/aaron.spring/Coding/climpred/climpred/checks.py:202: UserWarning: Did not find dimension \"lead\", but renamed dimension L with CF-complying standard_name \"forecast_period\" to lead.\n", " warnings.warn(\n" ] }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 4, @@ -185,7 +185,7 @@ }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -201,8 +201,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 4;\n", - " var nbb_unformatted_code = \"hindcast = HindcastEnsemble(init.sel(model=\\\"GFDL-CM2p5-FLOR-A06\\\")).add_observations(obs)\\nhindcast.plot()\";\n", - " var nbb_formatted_code = \"hindcast = HindcastEnsemble(init.sel(model=\\\"GFDL-CM2p5-FLOR-A06\\\")).add_observations(obs)\\nhindcast.plot()\";\n", + " var nbb_unformatted_code = \"hindcast = HindcastEnsemble(initialized.sel(model=\\\"GFDL-CM2p5-FLOR-A06\\\")).add_observations(obs)\\nhindcast.plot()\";\n", + " var nbb_formatted_code = \"hindcast = HindcastEnsemble(\\n initialized.sel(model=\\\"GFDL-CM2p5-FLOR-A06\\\")\\n).add_observations(obs)\\nhindcast.plot()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -224,7 +224,9 @@ } ], "source": [ - "hindcast = HindcastEnsemble(init.sel(model=\"GFDL-CM2p5-FLOR-A06\")).add_observations(obs)\n", + "hindcast = HindcastEnsemble(\n", + " initialized.sel(model=\"GFDL-CM2p5-FLOR-A06\")\n", + ").add_observations(obs)\n", "hindcast.plot()" ] }, @@ -257,7 +259,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -266,7 +268,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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\n", 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\n", 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" ] @@ -438,7 +440,7 @@ "Implemented `train_test_split`s in `climpred`:\n", "\n", "- `unfair`: completely overlapping `train` and `test` (climpred default)\n", - "- `unfair-cv`: overlapping `train` and `test` except for current `init`, which is [left out](https://en.wikipedia.org/wiki/Cross-validation_(statistics)#Leave-one-out_cross-validation) (set `cv='LOO'`)\n", + "- `unfair-cv`: overlapping `train` and `test` except for current `init`, which is [left out](https://en.wikipedia.org/wiki/Cross-validation_(statistics)#Leave-one-out_cross-validation) (set `cv=\"LOO\"`)\n", "- `fair`: no overlap between `train` and `test` (recommended)" ] }, @@ -489,7 +491,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 9, @@ -498,7 +500,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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unnvuGTtz5swhH2w//elPJ+7YsaMkG5x+0003VZ9//vnR1atXd7/3ve+dW1tbW3feeefNCofD5gc+8IHkeeed171gwYL5K1asOHHRokU5p8ubbrqpOhsXMhg33HDDAdd1xdy5c+tmz549/zvf+c4UgKuuuqr9N7/5zdg5c+bUbd++PVRSUqIALrnkkvAJJ5xgzZ49e8GFF15Ys2TJkhGr9s985jORGTNmWDNmzFjw93//9zN+9rOf5QZuc+fOrct+/tnPftb4la98pWbGjBkLampqrNWrV0cGXuPQzJgxw/m3f/u35jPOOKN23rx58xcvXpz43Oc+Fx5qmYsvvrj71ltvnThv3rxcYPrhQrwTU9qdfPLJ+rXXXhu+4XFMW1sbEyf2SsfNww8/zLnnnnt0OlSkyNvAdV3Ky8uxrN6z/vX19cyaNZwj+DuP//fG39GcLuNTY1/nglmPEPRNGn6hg6TL6qEqUPmOcuG88uVfs65tJzPHdLGosolTynbzwSm/4IbtL/KHe7z9TI1T/P4r5zBv7IlHta9aK17dV8eU0g8xtfqOw7KN+Y9+F4Caym6eOONWADZs2MCSJUv6tT1h6fmc8EbGNePXJ/LkZ793yPujna3ornMRVb9FBE4atv0nHv8Om1tHA1BVGWP9p68fsr1Mr+Ol1ssB+MCkuxHBD4yoX6q1FgBj4iGJtX1LCCFe11qfXPjdxo0bGxYvXvyOKf9e5N3Lxo0bxy1evLim7/dFS8hxyrZt2/p9V7SEFDleaW9v7ydAADZu3HgUenPoUVrhqJG5AGmt6LF8hNMhutzyw+KO1ZBo4suv/ytPt468EvXxQC93LG0gtYFUCTrC+UlXoQTdyYaj1MM8lnsAW7sk0n867NuS2kBr7/rrG5SexQ7nK8lHutXhqbnhZuIY5b4RNY/bGl/YQDiQcocPYbXdNjamp9HkjMEeocVFq+SI2hUpUuTQUxQhxykDxX8URcjxh9aaTZs2kU6/u11u2toGzsbz5ptvHuGeHB5u2v5zPvvy/xtR24Qb5s3OybTGRtFhHx4R0m55A8714X6ZNI9r4hkR4gWmZ2JCwlfR3p4XgEJBxA4fpR7mSTk7aU2PIuL6DsuAX2oX2R1AtoZwlcCRnsfIYO5Ydjg/4e7u9aE5DHEzMuPer7qGbpchnjIxbQN/2MSVJq4aOm4j7bYRUyF63FKi1qYR9umox3sXKfKupShCjlMGms3at29ks0tFjh2uueYaFi1axMknn4zjHBt+6keDwUTIO8US8rceT0xZcvgaFRGnHVd5mYA6rYrDEhMSMDz/elu9s665eCY7lkLQY5fwaPNiHJmiuSDFvpAQdcNHqYd5kvYObqo/i0fb6kA2HPL1u8pGtZSguoK0HBhDSoaB3u+JqlF5l96Orm0ktFfI0dyr0PrQ11PRqiXz/+E9jLRsw7Y864fQAq0MeqyhrRYRpxWtBc/0zOfeA61Dts0h99HhBuiSI4g5KVKkyCGlKEKOUwYSIbt27ToKPSnydrjlllsA2LJlC3/84x+Pcm+OHu3t7bnPmRTwwLEjQlTsx+jEL0fUdmfnN3l1/wcH/K05NXz9habkgdznHqcUeRhEiE94g7t3kgh5s6OVA92ZwHQNb7RP543wDNqdUpLpvCuPUBCzj372p6jVQFIGaUqPxrHeOOTrd7UNphf0boVDJF0vrnXHjh25NlMmvYeqgCdENIq9bAcg0CxRh0GEID0RghpBJkfVhevkz5uyBfuS7UMsABG3gxfbTiCcDvFSNDTCPu3jicR41iaqj0iSgCJFiuQpipDjlIFEyKZNm4ppeo8j+rpgFA4O3m0UWkI+9KEPYZqeJWDv3r0kk8eAz7b1J/QIfPebklvYGn4KSx5AdX0m930Jmlg6wONN64dY2uPljnzq7bgbQh8GdyyZSUdqq8NXPfxrv3yM+9Yd+sH1YDy+ZzvRmEBrsBwf6aQ3s51UPkTmVtMACuLu0b+mutNeGubtyQn8vvXQJ1JxtQ3+zKA6ZZLKWH+2b9+ea2OYVcwa/77c33E8oRLosJHqMLiIysx9PhJ3LB1HOiaGBSgQaZP6aMOQi0TdCA2xcbTGRlFhjuzalk4jXW6AmPKBfhdVsixS5BjgmBEhQohpQog/CyG2CiG2CCH+KfP9YiHEX4UQm4QQjwkhBq3o+G5iIBGitebPf/7zUejNoUdKeXgCI48h+vpmv5stWYUiZNq0aUydOjX39/79x4DPtk6DzmdIVF2fQ3V9uleTPfH9/GzXtWyzp3iL2HnBsb+9gh07p3DrX7ZiDZMedkc0P5GQln6swzBgzgbJH05LyBt7mnmzcYQuMYeAhJMZdGqIxUqIR8vQCtZFpnnlL9AgPNeemH3ka69Ybitu9Pto27PudVmeS5KtfLTZIz/HI52td6QFmZpiQgoS9h6gtwgpLRuPYeZfqWm8fhiWwjkcAdsqawkZXoRoGUGnDQJRMC1ACvYlWoZcJurkRUSpMTIR8tVdrWyITSWmfGgVG36BIkWKHDKOGRECuMDXtdZ1wCnAPwgh6oD/Ab6ltV4IPAxccxT7eMxQKEJqampyn//0p8OfaeVws2HDBqZPn87ixYsHDaJ8J9A3DmLDhg1HpyPHAIXuWBMmTGDatGm5v48ZEVJYd8B5lT3JDezt/kHuq2ve/D47E3kfe0l+wJhyAvjiBqIzwN86GobcVMyxMYTCEApXmcRi/zuigWdPMsV/rX0O2x0+oNjNZErqtJppSR2etKSW45K0Dp+lpS9Ru7Baush9/mPPbADMtKa0TSGkJmodHvGl3foBi95prXm16QPsCN+FTj+B1ppO2xswu8og5o78OOmeL6E6zhy23kZKpUHla6O0x/cSjUZpafEG8oYwCZVU4iyZgZEZCrg4uNpBaI0toyPu04j6re28+JDDW+wt2YlwBGhNxa4EZkLTFB96uWhBzJWlRpZ6usPxkVYBHAwst5gNty9LliyZO1ybCy64YMbrr78eAvjWt77Vq3bASJYvLS1dAtDQ0OBfuXLlCW+1r1muvvrqydddd92Eodo8/vjjFcuXL5/9drcFsGrVqppf/vKXY0bSdv369aGTTjppbiAQeM9Qfdy+fXtg0aJFc6dPn77gE5/4xAnpdPqI5VJ//PHHK9auXVuW/ftg9u9gOWZEiNa6RWv9RuZzDNgGTAFqgWweybXAqqPTw2OLQhGyalX+kLzwwgtHozuHlC984QscOHCATZs28e///u9HuzuHjdbW3rPEmzZtetcW5ysUZMeuCOk9KOuSEE49M3BzDY4mV7XZkSaGI0DBow1Dx7kkXBc0CMcboMbT20fkJvKXvY3c87f1bGoZPu4kawmRWtNpHZ6sepbjkjiCIiRiZzNjUSBCIGEHQIPpgJGpmJ5wDv19pmULuvPj6NhNvb5/oeNVfl5/FV1uGd0KUO0onSQqvYLRShuE7ZFV69Za46ZfwHWa0PGbh2wbdxIYcYEvphEInm7d38vls6J0HJT5MUZVEqioyn2fJglak7IPsWtvNjOWGAOqc1hLd1r2IFwDX9Rl7KthJjwboT01tHUmVqC/k9KPPoh4KqkFcffA8A3fZaxfv377cG3uv//+xqVLl6YBbr311l5FjUayfJaamhrnqaee2nPwvTx+GD9+vPvjH/943xVXXDHkg/rqq6+e+tWvfrVt3759m0ePHu3++Mc/Hnek+vjss89WvPDCC+VHYlvHjAgpRAhRAywBXgG2AJ/K/LQamDbIMl8WQrwmhHito6PjiPTzaFIoQs4666ycD/3WrVuJRN5SYc1jhsJK8E8++eRR7Mnhpa8lJJFIvGsznBUei/HjxzN9+vTc38eGCEkBabROe7PaqVE0OKNxZP9njdbgYngJTjMBuI5lIrRAIHhh/95+yxSSkhI7GSDSU47tGiS0D0aQLrUr4Q3QupLDV7t2tSRt+ZBa4Kb/Mmz7g8WREqk0ifSREyFxJ+NipYX3L/PZcn2gBUZmnG+4kHQOg6tnViim888sS9r89667WdeVJKJKvS9lO1IliMl84HSnM8JXsY7wwRc+w2ff+Bioget9ZPlN47ME4gIzqel66g888p8v88wzedEcDI5FavDZECjNT3J6IgTS1iEWISpzj/sXANawwtpyw+CCaXknzkwpuhJDu9FF3PxkccIN5oXPCEhLPzH7yLkPHi9krRSPP/54xbJly+asXLnyhJkzZ84/55xzZmYnzZYtWzbn+eefL73yyiunWJZlzJ07N1cxPbt8JBIxTj311Nq6urp5tbW1dffdd19l323t2LEjcOKJJ84Hz7qSrZY+ZsyYxV//+tcnAVx77bUTFixYMK+2trbua1/72uTsst/85jcn1tTULFi6dOmcXbt2HVSV72g0aqxevbpm4cKF8+bNm5fr244dOwJLly6dU1dXN6+urm5e1jqglOLSSy+dXlNTs+C0006r7ezsHL6ITYYpU6a4Z5xxRtLv9w/6EFJK8de//rXi85//fA/AF77wha7HHnussm+7q6++evL5559fs3Tp0jmTJ09eeM8991R+5StfmVpbW1t3+umnn2hZlgB49NFHK+bNm1dXW1tbt3r16ppUKiUyfVn4ta99bXL2nKxfvz60Y8eOwL333lt9xx13TJg7d27dU089VQ6wbt268iVLlsydOnXqwkNpFRnxgTtSCCHKgYeAq7TWUSHEF4BbhRDXAr8HBnyraa1/DvwcvIrpR6q/R4tCETJ16lQWLVrE+vXrvQHSq6/ykY985Cj27tBh20duEHOkGSgtbSLx7gmMvOWWW1izZg0XXXRRzkUEjj1LyN7uH2C6FlN9AlQEjFH8OTUegCn+XShrA0bwpFx7hcDVJo52QXUjVRonlU//2RMbWlCkpEI6BiBwXB8J5YcBXHz60pUJ4O9ODO/L35qIs2XbdCrHxnBqDo3vv04/DeZMhL+WtO3tY2IE2cAOFfFMTIhKmdjRAARAK4HUBkKByBx2ISF1GEpgkJ11V/l9Tktv0GwpP5bOvG5VO65OEHHyIiQ8UhEim+lKleFoA/TQ8RFtyU6UWU33hhfpfuFPdAP/8od/yf0+qmIaMmiQrgRf5RjIdNuLC9HEDrEISVjbqLcUc0KTCIIn0I3BJ1v3RuIYugQj7V37/oQg9qofzh58GxE3P/ZMu36Sdj1lvpoR9S+l/HTbe3jbvkCHiR994/5pDTtbSw/lOmtqJya/dtMFI37Abtu2rWTDhg17ampqnKVLl85du3Zt+VlnnZVLNXfbbbc133333eO3b9/erwBRaWmpeuKJJ+qrqqpUS0uL733ve9/ciy66KGwYA1/7999/fyPAzp07AytXrjzxiiuu6Prd7343qr6+PvTmm29u01qzYsWK2U8++WR5eXm5evjhh6s2bdq01XEcTjrppLolS5YkAW666aZqgG984xuDzk5/+9vfnrR8+fLoAw880NDZ2WmefPLJ884555zo5MmT3RdeeGFnaWmp3rRpU/DCCy88YfPmzdvWrFlTWV9fH6yvr9/c1NTkX7hw4fzLLrusC+Dyyy+f9uKLL1b03cb555/f/b3vfW9EKretrc1XUVEh/X7vvVFTU2O3tbUFBmrb2NgYfOmll3a+8cYboTPPPHPuPffcs/uOO+5o+shHPjLrt7/97ehVq1ZFrrjiipl//OMfdyxatMg677zzan7wgx9UX3fdde0A48aNc7du3brthhtuqL7hhhsm3H///Y2XXnppR3l5ubz++uvbAH7xi1+Ma2tr87/22mvbN2zYEDrvvPNmZwXS2+WYEiFCCD+eAPmV1vp3AFrr7cBHM7/XAp84ej08diiMlRgzZgynnHJKzoJw7733FkXIccBAIuTdUrQwHA7zrW99C9d1+6XhHT9+/DElQrpTz2BKnRch5Oc4lNa4sf8kEHww953UBq42cXFBdeHILlTahy8F2gDXNrCVS8AY+PGbcjWu41k2HcckqUZmCWmPef7sHYnwsG13tEYIhE1i1iieb3VYNnnYRYZFh/8RADFxJ2nLc10LJ122t3Uwd0L129/AMCSzdXbiPlQkANUuOY8fRc4SIiSkncPgXq2zFqj89ZFW+Zl7OyNCtGxHyjhdTn6cEndHVqMinnoTRxqkHH/B9gYmmY6BGkvLcw8P+HtV1WxkQGCPEqiaSsh4aqVJorUmnn77aYyTbpqnWp/jk5M/zKbuW3A1xKSLX2uawj9latW1+Ix+4zUAGuNpUOCPeyfOkCDjg4s1rTUJmRchlvTRntzGzNIVQ/bRQKEwSMsAXfa70xI9UhYuXJiYNWuWAzB//vzk7t27BxwYD4RSSlx11VVTX3755XLDMGhvbw80NTX5pk+fPujDLZlMilWrVs364Q9/uK+2tta++eabxz///POj6jJ53JPJpLF9+/ZQLBYzPv7xj4crKioUwEc/+tFwdh1DiY8szz333Kinn3668tZbb50IYFmWqK+vD8yYMcO5/PLLZ2zdurXEMAwaGxuDAOvWrav4zGc+0+3z+aipqXFOPfXUXEaDu+6664i+sFasWBEJBoN62bJlKSml+PSnPx0FmD9/fmrv3r2BjRs3hqZOnWotWrTIArjsssu6fvazn40H2gEuuuiiHoBly5Ylf//73w9q4TjnnHPCpmmydOnSdFdX1yErqnPMiBAhhADuArZprX9Y8P14rXW7EMIAvgPccbT6eKygte5lCRkzZgynnnoqt99+OwD33Xcfp59+Ol/+8pePVhffMn0L9qVSw7uWHK8MJEIs68hn7TkaNDc34w4QQD19+nSCweAxJUKkSpKLINARKIjbsbWJI7spfBNLbeBgejEhqpu4swVfp4E/4XkJOeMMonaacaGBZ4Et20Brb7AlpUnUDYAeWoQk3SjbOrcBIdpiw0+29USTlDZpktWwufvQD8jTVgMA0XSAz977GzZcM7Jq8W+HpJt5dhQID60ErmViSnJpeoWEtHsYPJELRIHWEiHMnCUEIK28162rU7iqk7Bbkv9N+lBaYYih+/WZv25D6wps6UMPk0K3J+Un0Thwxr2AUUJ5+URiQYE2BL6qytxvHbRwolJE02/PKrs71sF5f76N6ZWdTAsFcDPuV5Y22OmE6Ez/jvKSFYwr++iAy3enHYQGM+WJEKFBlg7u5KCURVLl70RHmRxI72HmMP3UeNd/UvoJOyOr5H40OBiLxeEiGAzmToBpmriuO+KHx5133lnV1dXl27Rp07ZgMKinTJmyMJVKDXnBX3LJJTM++clP9px77rkx8MY+V111Vcs111zTK4PA9ddfP/5g96UQrTUPPvhg/eLFi3u9gK+++urJ48ePdx566KG9SilKSkqWDreuQ2EJmTBhghuLxUzHcfD7/TQ0NAQmTJgw4Ixs9pyYponP59NZy5JhGCM6P6FQSAP4fD49VPtsO+hfXuDtcCzFhLwfuAQ4UwixIfPv48CFQoidwHbgADCyimHvYBKJRG4AV1JSQjAYZMWK3rM9995779Ho2tum78C8u7v7HStE3s0ipLNz4Cw0Z5/t+VoUipB9+/YdtXTN3fYBUtIiF0KgwhlriEdaB3D6BKy72sj806C66Uo8hZDZGAUNjqAjPXDmoYgTwyos0KZEJoB5aHesu15dQ8ObIYQD3SOICWluiFDSoylrE0Sst39s+54fK+XFvQgYMFvU4SCdeSbqTFYkocFJ+UlHQwgr/241lCY1Uveng6HQMpEpyhdxEtR3jSWSDhFXQbQGW4OUzcTdEIZQmJksaCk5/L2/N2aCBsc1ibvDxEfEg6RaBx63VpVMR/sMtClAQGBGPiV2giiNyY3ErLdnlW1K9CC1xpEm0YLBfYvTw6PxaURVCXKIuJAuS4HKixC0Rg+R1MxRCWzV+95ptYaeBHekg0bQlSylMVZF+zvY8n6k8Pl8OhuLUEgkEjHHjRvnBINB/dhjj1UcOHBgSCvK97///ep4PG4WDtw/9rGPRdesWTMuEokYAHv37vU3Nzf7zjzzzPgf/vCHyng8Lnp6eoy1a9dWHkyfly9fHr3lllsmZGNcXnzxxZJsnydNmuSYpsltt902VkrvWjzjjDNiDz74YJXrujQ2NvpffvnlnOi466679m/fvn1r338jFSDgCYhTTjkllo29+N///d+xZ599dvhg9inL4sWL083NzYHNmzcHAe69996xp59++pC5qCsqKmQsFjPfyvYOlmNGhGit/6K1FlrrRVrrkzL//qC1/rHWujbz71v6nV48YgQUWkEqKysBmDRpEnfffXfu+2j00KZXPFIcONA/O8k7NVj7rbpjWZbFgw8+yObNmw9Ht44IgyWPOOeccwAYO3YsJSXeTHE8Hj9qqZofbbqRnVYIied6hYr0qheS0n4cFe81CJfawNEmDqBVF/uT9flZeAS4gle7Bz53+5IHMq5YmlK/QkuDmAwAQ6eUbevw3vlmGrqTww9mEzFvfYaEjrYRVpYekvzgTWtJ2soPfheMO/wuhn/b14Qdzs+Yex0BrbxXnGmDkBpfUiIU2NZhcALoJUK8jGObe1o8geH4sWQAW/uwNEjZSkr68RuKMp+NI00SI6gHo3ZWEOg2AcHFj53Btx5/etC2iUQQmRjYpWrCmDqUmRknCghMmcTST+STGnVYjcRSb29Ans7UoFEIdkTW5TKWRR3v/rG1iRu/DS2bB1y+29KeJSQTE4LSmHGBJQful6WiONI7rz7h3YfxYWryWNJ7l3YkymmLj2JXcgwR6535vjlSXHzxxR3z5s3LBaZn+eIXv9i9cePGstra2rp77rln7MyZM4d8MPz0pz+duGPHjpJscPpNN91Uff7550dXr17d/d73vndubW1t3XnnnTcrHA6bH/jAB5LnnXde94IFC+avWLHixEWLFuXU7U033VSdjQsZjBtuuOGA67pi7ty5dbNnz57/ne98ZwrAVVdd1f6b3/xm7Jw5c+q2b98eKikpUQCXXHJJ+IQTTrBmz5694MILL6xZsmTJiH0X9+3b55swYcKin//85xN+9KMfTZowYcKi7u5uA+CMM86Y3dDQ4Ae45ZZbmn7yk59MnD59+oKenh7fP/3TP72l/NGlpaX6jjvuaFi9evWs2traOsMw+Od//uch1fmqVavCTzzxRGVhYPrh4phxxyoycvq6YmV5//vfn/t8PAY4u67LzTf3TzvZ0NDAnDlzjkKPDi99U/TCyCwh//Vf/8V//Md/ZM20TJ58CBz6jzADiZBRo0bxoQ99CAAhBDNmzMgVVmtoaOh1rR8pUjKKyrhGOYCpIyjXGxTtj1di+QxOC+3gmtd/S2PPGGaM6clYQUxcDageNscMKMgIa0jBq507+LsT+ruh7EscwLV9lJsWwXSIdFATl4FhA9PLSgKAheFAd2L4wWM66XVISE0ifAjcewtToapO0qlmcokM9eGfXf7Dtp2IhIBS8rUxsmJEgmFBsNvBdDR2mYHtHIZJvsJjID0RtrHHG2Db0iSdCU63tKQ73YSrQoQMSbnfotMqJe4mGc/YwVevFSAQ0tu3nV1V7Ozayg1nnzVgeyvlRyYHfg9UjatFGV6Mkhbg80nOvHgCrz/hWXCUdt92LZV0xj1OacGOZCejjCpODPbQk6k/4moT6TaAsxnMKf2WjzoGaK9wYuYA4ItCzI0TNKv6tbdlFEd557Uy4CMmHVLDpDxPuz2ogmnNiFvKuvafc860/3wLe/zOJJlMrgc4++yzY2effXZuBv3ee+/NqbVXX301l/v59ttvbwaa+y4/adIkd8OGDQOm6822mTNnjr1r164tAM3NzZsGanvttde2X3vtte19v7/xxhtbb7zxxn4v1cFiQgr3p7y8XP/617/ul6t84cKF1s6dO3NB9pl9wzCMXvt/MEyfPt1ta2t7c6Df1q1bV5/9XFdXZ2/atGnbUOv64Q9/2GvWNnsc+/72qU99KvapT32qX7KAwmP8wQ9+MJk9j4sWLeq13ytXruwlsgq383Y5ZiwhRUZO4QCucGBWVparLXNcipAf/ehHPPDAA/2+b2w8PHUMjiaO49Dc3H8GcCQi5D/+4z9y6/jFL35xyPt2JCh0x6qsrGTZsmXcddddBIP5wNITTsjnqdm7d+i0tocLR6VxdSZIXINWEdLSe7Zv7JrKc+21OMCTzdtIZYKLpTJxszEhsomtsVH52Xm8+h/1kX7vUAA603GUaxCwNPEuH9oRJGSA4QLTbcvroyGhJeZgy6FFi53OiBAF0j4Er4FeA/AWoqn8WGDHoRA5g21WHkBbLxNNW56VSZMTHyIz825YAsMBI5KC3U0IN5t97FB3Jm/J0LIVrTXrGlpQUuBIg4QMYGkfaa3ZHX2F7q4KlOWHqB877SfuDvPMttblPooRZPdStoFM9p+gPcFYgOELoIXnioWAhVM7KS3IuyS1Syz19mqppGVehEhtkNZ+SkWAlPTGsRLDsy4O4pIVtU2Eq8GRyJ4w2rYx0tCZGjgFvaXi2MpEOgbKCuI6Jmk5XC2SMI4sFKSatvQ7ukxFkSLHFEURcghoaO7iQPvhqc2hteY//uM/uOyyy2hqagJg27a8OJ49O1/ws7TgLXI8ipDf/va3A37/ThQh+/fvH7Aw4cFmx/LyORx/FArpa6+9lldeeYVPf/rTvdrMnJm35u/Zc3QGBo6ycDIixLNsRIg53gRYSvrpssvZlMjPyirtxYREZYgOGQJnE82p0d6MbsbuLBQkBilOt60rDAjMlMAXB2EZJKVv2MD0eIEnkJ2CN9oGdnHJ4mYuMyFBHoIg7S0dV7PRUqSUBtlMuCCzUjR9UCn7DwodvxMd/irRTPyCkQYz3NsSIrQnzkRXBHGgAzPpIN2Ds4RoNYJ0tVkhZowF1cbeaDct3Qon5cNRJjEnBPiJ61J2W6Ow0gFaOito2DERtzNEa3robejkPbnPxtDxvJ57oGvgpvLnYbo4kbnGUmaGTgIhwPCC0rWAE6oPUFpSmPXNJWG/Pc/nVEaE6IwIcbVBiVmGlckY5mrTi3RS/d3QtNbEbB9GUqLDYXQkAuEYwhI89rctA27PVnEcbZKOhNjXAalEEGsY7+2U041dIEKUNrDVkO7yRYoUOYQURcgh4Gs3PMT/PPjSYVn37373O6677jruuecerrvuOgC2bMk/hBcsWJD73NcScryFz8TjA7tVNjQ0HNmOHAEGm9kfzhLSN3vYqFGjDlmfjiSFlpDq6oHddY+2JcRVLraycDG9gGIAZxMJpwmpBJb0o7TBbzoX5ZeRJlIbJHSIv6WnI7Um6foRGgJBb7AjtCBli373Z8Kx2NrpTWa44QC+lCdCEk6Q4Swh0WT+d6GgOTJ0lh+VSVErFOiRJ7gZlJ70K8Q1HJAa7e6kx8q/Wvy8vRn1IZHNoKPEM/dNIGLgj5h5i4gmX6gwYx0SjkIfRIpe7WxFt5+KdnYM3U4nAb/nWiTb2NiZqeOhPHNDd7KM5vRoYkrTantxrEICCJRlsic6eN0PrTWunfHg0FDa4olUgJZ4//g/rdNoV+AWZLiapmczVc/ELClFGEbOFQsBoUCCkgIRIrVLMv323h99LSEuJqXGqLyox/BEyACWEKW6Sbp+fDEXHYlmdwqh4UBkYLFmyziONNAZC5hSgqQc+jwnZQ+2LAhmx8BRaaQ6/ibxihQ5HimKkENAeWmI+BDBoFol0Cr8ltb93//937nPv/yllxisMCC5UIT4fD4CAS/hhNb6uKs5MZhoeidaQt6qCOkbuH+8ZtMqtISMGzduwDaFlpCjIUIueuVrbI15wboOJi6l4G4maW8hJfMuRp12XvzbyiQmg0QzhehiEmzXRLgQzAy+hALXMbFU71iJ6zb8nq3dXh0SaXsDI9P2UocOlx0rnpa5EAghoTUyuOWoKdGDtDOuSgp4mzUzvPvWe5W4GnA20Wnl08/qYQaCb4tMYcCEnXnWFQSlmymDQKeJkCAcDZlYHmFLOBh3LHevt8JBAqhz6DSSEp6KmfTYrezo8a5x5RpYsQDb907h1k0fYm3njJzr3sTSTIFFy8iLlgHX3UPaSaHRmBYYrsCXsX7987qn+jV3VBTtgFNgkfIZnkVKhEJo00AbWXcsTYnfpjx/ypBI0umDO2+WnRfCCcfm2b370LpAhGiTEt8YXLKWRQOps+Kt77pew3J8+GMFky7SSyrQkxpYIKRlB5ZT6PonPCviECRktMASonGVJ4zC6cMzqVikSJHeFEXIIaCiLMi+th5e293U6/vGxEb2JTahw/+A7vnKW1p3e3tv33GtdS8RMn/+/F6/H89xIYX7WuiaVbSE5OmbKex4zYI2EkvI0XbHklqSytQdcLWJEzgDSi8nqQVJJ5ArhJedSU1HgzTsH0dKBtmZmAhAl/8jWI6Pkk6NuyftpejV4Dq+XjUkABoTXWgtEFqjMy5ShiVI2f7h64RYEgzQQiMUdA2RprfLiucK9wGItxk3rrVNNvJeAjgb6UrnM24p1d/qc8iQWRHiHUuRMboI7Q3UhRYIF0y7QIS4csTWn7TbzJtdt+BoDXroe02qCC+mLDYmY2xOxdkT8RKIqLSJk/QGx1oZ/Ll7Lu1pz4JZIdKZfgs2tgzxvHb3E5U+BAIz5R1LnfnP/kh/V2DHjaGTDlp5140hTJyaSjBN8PsgawkxwBdQGAaU5MsAoLSLfRDi9M5fPsfKT/yAbbs8IfWX5kZeaWpFuQZKC9xMxrgSc0KBe2PGHWtAEfImjm1ipPPXvZYKNDmrV/99bu5l1dAaEsO43SXdeIEIETjaQGmT7uSfR7zvRYoUeesURcjb5LFH30AlHPZ3hPndy3lxYEmbta2/5KXO+0GUDhp8Nxx907geOHAgl6501KhRTJ06tdfvhSIkmRw+5eOxguM4uaxfQgjOPvvsXLzDgQMH3nGV0wtFyKRJ+dSYw1mv+hbui8WOT//lQkvISERIQ0NDP1e0I4mXctePqPhnktrgrw2zSPWUeIVDw6XYUT8y4SNtBXPiRGnYbzUhHdOzOAB+qbxgcMfoVU37z/v30Nwu0cobOBuWxpfQGFJgyeErpsdSEi1ABzRCQk968PvFUTLjBuRhOqDUW7+/ZMEg0sUPOkZXusQLKlbac0caprr3WyHt7CWSSbGaylwbWRHSKxuZDYarc+5YZsxGuAI5VNGJDHFrM1F3H0kFqKFFSFp2E8mkBG6wBfui3aA0/h4TX9zAyxnspY7tsjLPaTfjlqUEkaECweV+elw/aC8oXfm9EntCQtcAz3lbxZHR/DvH7w/R8blZmOPHe8/VgniQ+Yu9Z0hZKL99hSSVGpkI2bK5iQfufgnT1lxz56MkbYdYRhRqLXq5Y8XVKN6I1mArExfDO00DvBvT9k5cx4+RKrhQpUQoRdIa+F6w3TbsQtGhBWk5dFKEtIwjVX4Y5FlsBLH0iyPa9yJFirw9iiLkbfLr+14i2hIHBamClIbXbv4h68OahNtG2E0MONszEiJ9Zrl27Mj7Jc+fP79fYPLxagkpnBnP1ojIpp7VWueC8t8pFIqQuXPn5j4PZwl5J4gQrfWI3LFGjx6dEyKWZfG3v/3tiPRvIBxt4qgwQpjYYgot4SqUNAi4PsI9FYj9pQS6vVnY/eHRANjKR4fVjLR8ZCdoA643m6uk0csS8vmnH+JANOmJEAf8SU0wphGuJu34h03Rm7aV51oT9EROeIgaD65WCAmZbKYIB5Juz6DtC/lDy59pTfdOV99p7cXN+OHLTO34nngppZ2aUNizzKAP/XW6tf0rbLY1UmvSTv8aIeAN0gMRgZB5S0igJYZIKdIjqMuRFVguDLsPjophZYrltcsQzbFur1I7AtMSjDLTCDRKCxzXa6dkPrvhkO5Pch8ROwTKW5+q9AbiwoWE5ZByewsqyw2jC0RIIFSKUx0itrgKVZpx2TUAAWO8yxW/oSgpyQ/a07GRFZncXZ+fKOtoibG5pY2Yk7n+su5Ymarkz4ZdIm4JLenRSG0iNQNbQtx9KMfAsFyklhgBPygFSmMNItbibg9uxqpRGQyhdb5K/WCkZBqpDAKZkZDKuI1Jt/W4i6k8XCxZsmTucG0uuOCCGa+//noI4Fvf+tbEg12+tLR0CUBDQ4N/5cqVJwzXfjiuvvrqydddd92Eodo8/vjjFcuXL589VJuRsmrVqppsYcHhuP3226tqa2vramtr65YsWTL3r3/9a8lA7bZv3x5YtGjR3OnTpy/4xCc+cUL6YP0j3waPP/54xdq1a3ODyYPZv4OlKELeJlOnVWEnbbTURNMW4ZQ3k13qK8HVgoTTwn5r11sSIX2zJ1VXV9PdnQ/KmzhxYt9FjlsRUjgoHT9+PAA1NTW5795pLlmFImTevHm5zwfrjnU8ipB4PJ6zbJWUlPS6ZvuSrRsC8Oc/Hx0XCaXBwCTleALQUTZ+X2Y21irF6FMcOGF71hBL+UioIKqgJoVIerU5lGvQkc4L64qA56+vpIFhF7gVueC6foYrVugkJOXNCqE8gREbZLbY679EuJpgt4NwFYYUdKeGriwN8MtdL3D7rt/x5/a/9vr+7obvsD5dg4DcYLN736hc/73g8BHX8hoxbqZyfViB5WZSDhdkxAKvPog/AYbMW0LQCsOGsDO8K2M2QFkCehhLiKPi2Drjmif9RG2BaQuEobzg+LSBKTwRkp2xDzelKMv0VdomUg088NdyP11yTM6CVTLeiw8xXG9f2/uk4t3e81NUNP9doLQEbWi6Tx6FHOvVHtOmQBsQytSt9gtJSUk+k1k6MbJBeCqVvzZ9Kc1zu/fw/UfXIdzelhDw6iuAJ+pdbQzujiU7UI5Ba/MbPMejvC7/jOMmvUKTg2TtarPSuNLAjBuM0sHMeoYRIW4aqQXjMkkjlBYoBLZWw8cAvUtYv379gLU9Crn//vsbly5dmga49dZbJxX+NpLls9TU1DhPPfXUOzpH8uzZs60XX3xxx86dO7f+y7/8y4ErrrhixkDtrr766qlf/epX2/bt27d59OjR7o9//OOBZ+sOA88++2zFCy+8cFiLFGYpipC3yZQpY0jG0mil2bC/meuffhaAcl8pjvYCNaV235II6VvMzjTNXhmkysv7XyPHqwgpjAfJuufMmJG/N99JwenJZDLnZufz+XplgRrOHauvReh4FCFdXfnMTWPHDl6cDWD58uW5z88999zh6lI/lM5PAHh1Qnyk3EaUtrGVhczM/NvSwCxMl6pBK4ElTWzlI6FDKEfkBsXaNvGlQEuDh5p+kFusIhD0XG0cgWEZORFiuOC4BsMFpuu4Nxgt2W8SiKpe2bL64iiJaWsCCUVJh4OQmubY0Nm0Uq7NzVufYU/PWFqT+TGCzhwnS/sxtUBmLDZWqze5p02vX1oe+uu0zDeRTrecZxLjcCT4Y5qS7COzQIwIlRFDbr7ytuFqos4IKpRn3MhczQgsIUks7cVthBMl+LtMRMLH2Gov2YChNQEBplBebQoFTkQiM4YloQTruwax+Lr76XHH5GJ5Jo5PoILefgkFbX0qo/fY9ciC539odBkYIEMFgjmTGSsY8A6WD0lpST7NuxUfWVazdIHrnyHh3hde91bvCC8EKiNCtMZL4QxI5blnuYp+KXq1drw0uWmDAx2vo1F0ua28odaBI3EHmadptQ2UMvAlDSIb4vi6BZby5a7RgYi6Dk7aj7C9GKasYHIwwNkwov1/p5O1Ujz++OMVy5Ytm7Ny5coTZs6cOf+cc86ZmZ0oXbZs2Zznn3++9Morr5xiWZYxd+7cXMX07PKRSMQ49dRTa+vq6ubV1tbW3XfffZV9t7Vjx47AiSeeOB8860q2WvqYMWMWf/3rX58EcO21105YsGDBvNra2rqvfe1ruUq93/zmNyfW1NQsWLp06Zxdu3YdVF7waDRqrF69umbhwoXz5s2bl+vbjh07AkuXLp1TV1c3r66ubl7WOqCU4tJLL51eU1Oz4LTTTqvt7OwcceHvj3zkI4nq6moJsHz58kRra2ugbxulFH/9618rPv/5z/cAfOELX+h67LHH+h2vq6++evL5559fs3Tp0jmTJ09eeM8991R+5StfmVpbW1t3+umnn2hZ3gzZo48+WjFv3ry62trautWrV9ekMr6WU6ZMWfi1r31tcvacrF+/PrRjx47AvffeW33HHXdMKKyYvm7duvIlS5bMnTp16sJDaRUZ0YETQpQA07XWQ+cofBcydWoVdtoFZSCkoC0RZ3e4mzJfKY5SuFrjahd0Cq0lQow8P33f4OVkMtlr0FlRUdFvmeO1VshAlpDCmIDdu3cf8T4dLgqtOtOnT+8lHIezhPRNY3w8BqYX7sNwKYYLLSEvvvgiqVSKkpIBrdeHFEflB/GuMtEEAEnKaSAuFTpTlTuRcgk6PrShEUqA8gKxbdeXsYSE0K6XMnbmidXs39dGIGqAEjgqPyAs8wfwRQ1My8DnyrwlRIKUxrCB6dlxlmkJTAvi7YMPvBKWlZtRFxpMS3MgOnSNimy6VYD1XfksTrbKi+awKqNcJNFaox2RTbwEWpCwO6g4xOVCtEqx3x7DAct7H/rjGn8C7HKNkAIzRS5Nr1HgjoXWCBdSI3HHylhCXBg2JsRRKTqdStqtuTy5oxIjkxVs/KRuIp0VmIBGoLXAdc1ecSto71yva9nJydUDTIyqFrrsEzPXhaYiHMTwuZDw4YuafOfxP3HvRZ9mYpn3TnC1D1UQK1JWVUE663JkZLKiCS8mxGdK/EIQFPS6t5zECCoiAh2dMUTSRpcGQGlETENVJvNWxhICnoUh6nrrlNpEI3AR/SfoZCuW1ghLkLTzboIxwqSi7Wi7dxxkrh9OSa7mTWmbRhgGzkkmrrbxi9CAy0QciRULsiMG5dUZS4gWuFqg7NcxS84e0TE4EvzghsenNeztKB2+5cipmVmdvOZbZ+8fvqXHtm3bSjZs2LCnpqbGWbp06dy1a9eWn3XWWbkH+m233dZ89913j9++fXu/6tylpaXqiSeeqK+qqlItLS2+973vfXMvuuiicNY61pf777+/EWDnzp2BlStXnnjFFVd0/e53vxtVX18fevPNN7dprVmxYsXsJ598sry8vFw9/PDDVZs2bdrqOA4nnXRS3ZIlS5IAN910UzUMXjkd4Nvf/vak5cuXRx944IGGzs5O8+STT553zjnnRCdPnuy+8MILO0tLS/WmTZuCF1544QmbN2/etmbNmsr6+vpgfX395qamJv/ChQvnX3bZZV0Al19++bQXX3yx3+Ds/PPP7/7e977Xa2b5Jz/5ybjly5f3yyzR1tbmq6iokH6/5x5ZU1Njt7W19RMrAI2NjcGXXnpp5xtvvBE688wz595zzz2777jjjqaPfOQjs37729+OXrVqVeSKK66Y+cc//nHHokWLrPPOO6/mBz/4QfV1113XDjBu3Dh369at22644YbqG264YcL999/feOmll3aUl5fL66+/vg3gF7/4xbi2tjb/a6+9tn3Dhg2h8847b3ZWIL1dhhUhQohPAjcDAWCmEOIk4Hqt9TmHogPHO1OmeoXKvMBHzaaONr72/GO8pwYsJZFonGzQp07RkzB5fPN29oR7WDptMidPm8LEUf3FBPSf/U8kEsOKkHeSJeTEE0/Mfbdz584j3qfDRaG4nDlzZq8q4cOJkL6WkuPREjKcNa+QadOmMWfOHHbs2EEqleLZZ5/lE5/4xOHuYq/0uY42kHgvg7i9mZgMorXANICEwB8GggqnxEQoMNEgBa4OeWNgx7NsVFaUICeHaGywQXp1RqR2sF3wKwMjm43IMhCZGWPPEmKitcOQDsGZ8aI9ySXQ4sOKD+5K096TQBT4u/uTin3RzkHbe8cjPyDtsPKjZ7tgFrtHllJuxnF0Wa5aOcoTIt3JDgZ4XL0tlE7wQngBHZEybxCf7ZbGq7GiQQbIiA4FMtNAK4SrSbkjcMfKDJDlCLJj9biKl8Kz2dVZjoz78Yc1xgkJ9qydhVnpQDkYOhN3IM3cOQbwCxepDDZ09HcB0lqDbKPLWoSQ4JfQ+ORoykxIjfEC7xs6wrzvN3fQ+MVrADBEObogkUNFVRlpAYZQHDg9yNit3rEITEuBtggJz0pTWpa/H92kQms9bEHUbX/bg68rjhMYjdAmZhIYne07GRHiBX3HMy5xMuO2ZmkTrXpPrGjZRkIJsPpfw3aiB9OZNmA/upwSLx20zsQhSXCk6blPGgOLkGgfL8esO5bEQDtvDrnf70YWLlyYmDVrlgMwf/785O7duwccGA+EUkpcddVVU19++eVywzBob28PNDU1+aZPnz6o2k0mk2LVqlWzfvjDH+6rra21b7755vHPP//8qLq6urrM78b27dtDsVjM+PjHPx6uqKhQAB/96EfD2XUMJT6yPPfcc6OefvrpyltvvXUigGVZor6+PjBjxgzn8ssvn7F169YSwzBobGwMAqxbt67iM5/5TLfP56OmpsY59dRTcy/iu+66a0Si7rHHHqu47777xr300ksjdlcbiBUrVkSCwaBetmxZSkopPv3pT0cB5s+fn9q7d29g48aNoalTp1qLFi2yAC677LKun/3sZ+OBdoCLLrqoB2DZsmXJ3//+94NaOM4555ywaZosXbo03dXVNXTGh4NgJJaQ7wLLgOcAtNYbhBAzh1rg3cTUab1FiNCwJ9aF2W1gBDz/X0s73sNcJ/mXX/2Fl7Y3ogX8NrAR5YfqqjLeO3MqJ0+fwsnTpjBr3FgMIXJZsLJIKXu5sryTRMhAlpBCEbJr164j3qfDxVAiZDh3rHebCAE455xz+MEPPNelRx999IiIELtAhGgNEQnjfYKotYGwWwIIRoX8xDsUpgM4Jk6J51JTYaSxXB8pGfBqfLieVSB9IIHdYnnVqm0vZsRWaa56+Bnq67vRvsxAWomcSBAatGtk0uAOgQvSp9FjbGjxIYcIwWjrjOcH7Hgz8I09/dO8FhIvcF0q9PSyVT7rVVp776UkH/SOG9n90XQkuxnQ8flt0GKB5fro2VlFsJu8dUeRczQWMlMt3ZU5EaeVl0Es4Q69zwBSFQSmD1NJO+pqUrafRFcZwaiB6QjY4V3fwhIINFor/KICqWSvNMklOKRlkPqBCvHpMGDTnQ7gS2r8nZpRKBIJjT8gcMsEMpNe96X23Zw2fhaWdFB2/vU+prqCDqExfRIn5EdlhhBli3vQpAgKh4CAkpL8/SgthReLNPQ4M9KREWfKS4qQdYHLForMihBXGyQyZ8HKuGc5GL3qhGitebnrd8RkEBXv/yx0rRikTVpjcSZWlPdaLqkCKGlgZq8D6aUGttxuSn0DW1wTBamas4JJaQOpBVL1jMxV5AhxMBaLw0UwGMwpQ9M0cd2RVzq98847q7q6unybNm3aFgwG9ZQpUxamUqkhQwIuueSSGZ/85Cd7zj333Bh45/mqq65queaaa3rNmlx//fXjD3ZfCtFa8+CDD9YvXry41yzg1VdfPXn8+PHOQw89tFcpRUlJydLh1jUSS8grr7xScuWVV8544okndk2cOLGfr+2ECRPcWCxmOo6D3++noaEhMGHChAFfAtlzYpomPp9PZy1LhmGM6PyEQt7Dw+fz6aHaZ9vB4DXd3gojiQlxtNZ9n9bFtBEZJk6qRAiBcDXa1Z6JXQvSmUBJN/tAA9BJ2npimAGDidUVjPOX4I9DeF+CP/1lJ//522c559Y1vPemn/Hl+x/mT5v6WTR7pex9J4mQgSwhtbW1ue927dr1jslW8nYsIX1/fzeIkE996lO5z4899tgRuQ6eaNpCwvZGakHh0iZDSDGNmLWBnkxxwrElJd6sbxYNQmlGmym67FK60gG2RKcgMoUBE61x4q02QmvMtCDt+nGUxV/29k42IJTuVe9CSQNriJgKrb1BdSAqqfqTiWEphC1o6gwP2L6zJ95rFl5ITVtsaPGblCm0BrehlFhPKOeuZmUG6QaKVEaEJHxeTSTtI5dGtikx/ID/YHk9MY5d+yZi9YS8wW+BJSSLUGDYCtwC1ZWxhCTc8LDbkJkis14Wp6EtIXEFyXQAlMDoM7byBWQmQ6/IDHANzIJ++qXCUNCZSmPLPhPD0ns2RmwfwbDG8EOZbWDaKjfgz5Te4Et/XcPa1udIKY0uyJg1dnwlwtBkN9q1UJGsdTANjavjBESagPBRWpp/f7hpB0ZQ7d6KZq8dnauDI3T+T6W92BCpDVJu/jprsUZjKxOpE8Tiv0OpFG3pPawLb2CrNQUV7//+stNxkIKH3+z9btTa8Wp8SJOyJpdAawJ/j4OrDJLOvn7ryZIoKKSpVTaIXqAwUOrQp5V+N+Dz+XQ2FqGQSCRijhs3zgkGg/qxxx6rOHDgwJDq9vvf/351PB43C12YPvaxj0XXrFkzLhKJGAB79+71Nzc3+84888z4H/7wh8p4PC56enqMtWvXVh5Mn5cvXx695ZZbJmRjXF588cWSbJ8nTZrkmKbJbbfdNlZmLHlnnHFG7MEHH6xyXZfGxkb/yy+/nBuM3XXXXfu3b9++te+/7H7s2rUrsHr16ln/+7//uzdrneiLYRiccsopsWzsxf/+7/+OPfvss8MHs09ZFi9enG5ubg5s3rw5CHDvvfeOPf3004ccOFRUVMhYLDby2IG3wUhEyBYhxEWAKYQ4UQjxE6BYTjSD328ypqrMy3gjNUpptIKkzPq+egF4WRESSaaRPs3yk2fz3PVX8Ni3L+O6z6zgY4trqc6IEqfV4dXXGnlhY/8QnG0FA9h3kggptPBkU7aOHTuWyspKwNuXvoH6xyt9RUgolHcVeCvuWMebODtYEXLKKafg83lzkq2trUekSvxNm59hf8SzTAe8mQU6ZRVJexcRx/ObrwqW4Ct41wqp8aOo8iWp9KVJWH6qAxFEZiwYDyfZuOXXbHr6Rzj7Wki5PhJOM2UBf2Z5ev0f8AZyjiAuB49fsBwvhsS08hmihIbWyMDmkFg86a03Ey1vKIgmh76Gkm4apEAn/NixYC6z1IaeHVjSR6lhk1Q+tIa/7bsUKEgBLKHlMDyLetwAyXQQocAfk5S0Z9LW5tLzavxxLwgdp2BgrzSG1CTc4QW8zGTgcvBxwO5ADVFbJK5ML52yhLJWzwXMV+Ptt4nCJITSZdhKIpWBryAmyAswF0gp2BTu45KVqQoftz13v8Aok2TERSiNaSg0ngVeZIrR3LHnt2xJT0E7+YnTcaM9EZLWPoJ+E2s8pOocDKFROolPWAREsFdMiLTcYWORANyktx2NzllC0J4AJRMPogG02as2zoH0GOrTE4jIOBs6v0FT29kcSHpB7RFZgowPUP/E9gR0ok/dqLSMe9uRgqrtDqWNUca+1IXSgtQQWa6SMj8E0kqglOeOpRDIt1jb693OxRdf3DFv3rxcYHqWL37xi90bN24sq62trbvnnnvGzpw5c8iZj5/+9KcTd+zYUZINTr/pppuqzz///Ojq1au73/ve986tra2tO++882aFw2HzAx/4QPK8887rXrBgwfwVK1acuGjRotzJu+mmm6qzcSGDccMNNxxwXVfMnTu3bvbs2fO/853vTAG46qqr2n/zm9+MnTNnTt327dtDJSUlCuCSSy4Jn3DCCdbs2bMXXHjhhTVLliwZcfq/73znO5PC4bDvH//xH2fMnTu3bsGCBbn0mGecccbshoYGP8Att9zS9JOf/GTi9OnTF/T09Pj+6Z/+aWif2UEoLS3Vd9xxR8Pq1atn1dbW1hmGwT//8z8P6aK2atWq8BNPPFFZGJh+uBiJtfEfgX8FLODXwNPAfx7OTh1vhEr8iIQ3IyWlQipNwnEYR9YSYiA1aBUnmrJw/ZqxZaUIIZhRPYYZ1WP49KkL0VrT2BHmb/X7+Vt9E79e9/t+29qyK5+Z5sn6Bqq37ODkaZNzcSXHqwgpDLAePdpzKBZCcOKJJ+bqQ+zcubNXYb/jEa11r/iWmTNn9hqUH6wIcV0Xy7J6CZljnYMVIaZpEggEcLNBrbKf9fqwIZXAUSZTzCQRWcEEwyGaESEh7ffSkGaC0n2G50OfdIKsnNjII111nDdlCS84raA09ZufpaNzi7fe3/8f6c+ey4bWiyjxf41oTxpfSmBXenEgaI2QGqFMUILkEEHUKdvxZvzdgiIZGpKDFPhMJC2E0mi/JxCEggHGe72XcVKkeoL4AeUa9NgRxgXGcFfDU8BUPj52I3FCuBjYGQuS8gFWRoQMka2rEJ16BFQcUfa5Ydta2iTgdxAyRLDHJdgjSYbMXDxKqEthuOBLKLRdEFOTsRyl3KGfjx3pBh7r7mJpyCsWGVUuJbF7qKq4vF+chNYOCeXDdnz4UhCIgT8O6uMJzLYAQQFSjEaRJi1dtPLlAtcnjC4lnLYhKNCuwSude1k6tsB5LVsV3jJAQ9A0cR2FML2B80AhG47rQxVYQqorqrxCiSFNXHrXhcjEiJhCERQufqO0V2ITZUuGy8rmOhJtea5uWivPjTAjQrKWEPCsIUL4sJWNUgF64uOpKOvigDOGDncfv21+DxdN3ErYfcXbZW0gk/3Pj+MkQUHS7i0GUxlLoZYiF/sjNEhlknJa+q0nt1xBcUOhjExK4ew7OzWimJh3Oslkcj3A2WefHTv77LNzyv3ee+/NmZheffXV3Izp7bff3gw0911+0qRJ7oYNGwaMf8i2mTNnjr1r164tAM3NzZsGanvttde2X3vtte19v7/xxhtbb7zxxn4zlYPFhBTuT3l5uf71r3/dLwXnwoULrZ07d+bMbpl9wzCMXvt/MGQC7gdM97lu3br67Oe6ujp706ZN24Za1w9/+MMDhX9nj2Pf3z71qU/FPvWpT/VzrSk8xh/84AeT2fO4aNGiXvu9cuXKXiKrcDtvlyEtIcJL5fSE1vpftdbvzfz7jtZ6aNv9u4xQyJ8zQUtX47iKlHRQOluB1cAF0nYC25VoA8YNUBtBCEHN+DGsPm0RN136cVbUTe/Xxi0YwL1W38o19/+BM378P5z5s7v4598/ya5wfjB/PFVMLyzKWJgx6XiNC9myZQtr1qzpVYQR4A9/+ANbtngDUcMwmDNnzkHFhAwkUo63DFmFLmQjESFAzhIC5MTIkSBhB+iRJYSMIDLzuEy5fnxRg1c2tCIUuOXeoMfUnktNe6qCE0IR0lIyKXQGhusJhI7u/Psk3d5MWvqQ2qDU78u0ybhWKU1JQ5TRr7cxencKXIg6g18XkUQKoTPiBTIF7SCaGljQplO257oU0Bh+L5DXTg5tee9KJ9CZeifSMWhOtJKUeXeVgMi4Z2k/tlUgQvAsLV2D1Hboi07cg078bETWva50qRdvoDJxH+ANfjMeRKGmBJV/ayUQlWgtSeo4bTSjpINQmrQc+l57M/wnNNAp8xbndPRGsF/o11bKbiztw3HNXIIBoUHvDmJohSDjkpSt/aQFZkYs1U0bj2UFclavB/a+1tslK2MJSaVNLw2zyFjOlDfIFxmrg9YCI+OTlkz50QX3ybiKSgJlDkaJiyrNxBsZGkPojAhxCBgVvSwhynYYToS07u8uEHcql4ggmxUtl5paCwzMTI0UHx2WQLkGEbeEv8Um8GznPF6LTKcjfYAykSaIgUr1f385MolAEE33dpVKuXGkyqZj9o6B8htIJUg4bf3WkyXp5p8rPvxYjkna8WUsIQoYJharSJEib4shRYjWWgJKCDH6CPXnuKOnI0bANL0HsdIZ39fM/1VmRgXPEhJNZgZfAv7S2shZD/2S//fnx7lj4yusa9pLWzLe6+U7kL+/TBWkNy0ZhT8GwW6I7U/y7Ku7eHZnXpz/4c3N/OKvf+ONpgPYR3Dg9lYYyBICvdP0Hi9V07/61a+yYMECLr30Uj7ykY/0+u3666/Pff7Sl77EmDFj3pY7Fhx/cSEHawmBIytCCmuE2K5BmzMaf/A0soYGy/Vhpr1ZacPRCJ/na29ojak1LckxNGRcubZFWhGuFzMmVe/ZW9v1IRGUBny5eAYd0PiR+Lu982xYCmEJIs7g/umtXTFvdj/rhpSZhQ6nBl4mnXbAlfj3xTAz6YDd5NCeuV3peMa1BmTax2+2baLHzt+zEcebVLGUj7TlnatMAiSEhJ4RFPv1skA1gOoCOfS9rrVma/ckZNITcEJmBtZK409qStoVgS5v/w3bxUpF+BvPskn/lW3OqwhH93INGoig6VkFHG1ywKlEaUhrDc6W3n1RCezuz+FoH65rYhTcor4XKyiJg8BAK42bESFaezPvAPOnedZd4QLSoC0V5+F9+YlGLdvBqMK2BGgIZRwYhNJ51yctesXCdERH97KEjC4fjS8omTG+YFJYFIoQl4A5urclxHFADy1CDjTk12fgWUKEyltDsl3ygtM90S0z+60dgz9vmcddO05Fa2hMjeaPXeVEnBJKKEWmBogJkSnQmmcadvNUQ96inHQTuNJAdkfYtvtR9oRfRQa8GI+Y2zNo/9MFlhDV46O7cQwv1Z/oxYQAFF2yihQ5rIzEHSsObBJCrAVyd6TW+v8dtl4dR1z96Z/gBHwYBr38YbOBeG6BJSSacY/SBmzpaaPViRO1LR7dnZ8hHRsqZV5VNXOrqqlvG9yMDHDP1z5H2fgpvLa7iVd37ee13U34ZD7Wq621m1ue/AvKD8GgyaJJE1k6zcvAtWTKJCpChzhx/9ugUIQUWkImTJiQ+1wYvH6skkwmuf3223N/b9iwgXQ6nRMa27blz/V3vvMdgLeVohfefSLEcQb3yz8UpFL5AaAjTVxtkpR+3Iw4caQ3cBESSjs1dBokZnnZjuKpILMmHeCpAydAGWyPtGJIzxKi+oiQtOVj+95pdDT15GbvhdZox0CbAjKDa+EKEoNU0gZo7Yr0iSPxHkAdg1hCbUtiWBIjIWFvGGaNRaaHtoR0pAoyainBnkiYHidvvex0KggGHCztJ2llqr9nHkVCQdQeQfihauOA4yJ1iOnORvANnIrV20UbU0jMpAFa5FzRhALD8SwDKuRDJxwIJ9nX8iJOZlb7gNzNdKlJu0PPcvvx7rUuWU5aBygxbEochx9uaOJf3xNmcmml19B+Cek2YMmZSGkQTAlQmlC3gz3KR8inSWkDqTSOVPi150YV0n5SONRNm+j1XXr/KswSnjrwJh+cOINtkYcI2q+zKDgaxzbxa02spZFEMk5Z2TgvYr5PJiqBpj02Cl2wf+Wl5Riu8gRzBs8dS2OiCQiXgDmmtyXEcRnOEtLTGUdrRULEKXFHo3KiKGMJygjXrDuWQnk1QlxB45ZJyIDJPreaYIXFtuQ4QmUumxNTmBsMItP9Yzkc5Vn94mmbf/rzE+z4vJe85O7dm4mlQ3T99hGSXZ5ILK2chFa1JNzBBbwt89e9GxNofFRMShckkykGpxcpcjgZiQj5XeZfkT4koila93czenIlRpk/J0CyLwSpRMYSYmYsIZlBgYCom2b51Jn8ePnZhNMptvd0sq2rna3dHWzrbmfNtg00Hhg8oA68wfrMSeOYPWkcn/3ASSil+ckv/Fy19v+8BpZDIDM+LS81abS62VB/gDt8ryJMmDO+OlerZOm0Kb1SHh5pBnPHyqbrheNDhHR1dZHNsJElEokQCoVQSvUagGfjW0bqjiWlHNAK8G4QIdmiTXB4LCFeClwDrQ0SXVcBHwYgLb3t9jgKNyMibOlDo3M+/QCmIZEpHwQE40yb9cmJjB3tsi3SAtJzEelrCbGSQXb1TCXc5XgFJDAo96cx0iVonwGWBKkQDkSHEF5bW/cj3IJpcOENAJsiA88A27bGn6vbpzETNthD10DrspK5aW2hoTPpEs5YQgwUcVlCKQ5JHSBheYLbH5cIRyC0STw9gleNu4fnkuNIKpMvjt6AGKJQnKuiCDRGphq9kIDWGGkXbfhRJuw88AyR9l2cqBZwQPeuM2S4kHSGvo4CmaSQae2pqaQM8Nvd83kmEaC28a98de5ZmMJAW39BiRJibgilDPyWwLQzVemjLqZ2QPtRSnneYq4BCAL4SOEwZ/I4hFAY0qsno5TLpvBe7th9LyHjWQAqRDfSEnTvf5NXXloDCJa956sYehomBjpzcnRGiNgpfy9LSFlpGUZMowriG7LuWKWmgSk0fmMspaUFlgHXGTYw3bZsXm75PyJWCzWxkzlh/nmDx4TgQ2kXV/nQloGbCuBPgV3lIh2DNrucORXtpFWADWEfbnqAwPRscUwlGBPKC6YnmvcjdAnJLXkrVUvXJqrVHFJq8H0oFCHKBR2AkoDlZdrSeNXcj0iOoCJF3p0M+2bQWt9zJDpyPHKg0cvopBwJmWJmuRkgJTAIorQ/ZwnZtfsxTOuDaA2ddpyqkPfirwyVcMqkaZwyKT/z5yrFvBvvpL7vRgs496nfsrBmJvOqxjOvqpp5VdXMmJQftJ9cM4Fbr/kcf6tv4m/1nqXETGpMYFRZkHh7kt8d2MyvXt0IJkwdPYql06Z4wmTqFE4YV4VxBILyXNfNxa8IIXoNTI9HEdKXSCTChAkTSCQSOXe70tJSTNN7u43UHWuw3463mJBj0R1Lty2AwOmsT+7juZYKlBSEAg6W9FNmlNFhWZSZtlfbwDERCOrGVdGyy4v5CaU1CcfEcBRWqhRbaaaVVrEt3Iohvex5sk9mJbcrQE+qlH2P3k2qfR9TzvosY/01+NJQUhHASTgI6QVXJ9XgIqQzGsMoTLmbCQ5uiQ2csEU6moBSaNtGHmhB+Keh3f4xaoWErXTO3QsF8bRBTyZD1iifRY9bQpX0scsNEk14kwij97hon4E92iBtj0CEyL10SR9p7UPZG4f0FVaqEycV8NyQFJhNXYimTsrGV+NMqaRV76Op5WUANvACqiDVrIHpZceyh0lwoB20hrTyU2I6PL1+CS/ursOpkNzr/wvvrR7PqSVbIPUbpG8JSSm9576VTxLgL1GZ+iACN3OOslW9s5al0WUhxlUk6HBLEVKQdhyEIdgW28viUYIKI0VCpdC2Qf3Lv852jp31jzF31pUoqTxXuczAX2mBa5mogir3pSXlmHGVi2vKHQuhKTdN/IBhVFJSkr+3PBEz9DGq37OLiOVZ7Bs6X2OmPCdT40Z7cSq5DGACn1GO0hHPkliQGcyUGuUapF0/E4MR9qXG0hUPINMDBKbrNFoqUCZjgt5z01YurtYge++bQKD3h0gtGHwfVMY17LRJ03mtvRltQI9Twt17T+NDdU/Qr5p7kSJFDikjqZi+lwHqgmitTzgsPTqOaM74w7q229sKkgkYNAnieXh7lpBH1i0g1KMJhsHuELTa3dRP7mDW9HH9MnD4DANrmMDy5bPnsise4Z6tb2BlMga5O/PZs3Z3tNKuE5z13lou/uASlNLsaunk1fr9vFbfxGu7m9ApSQgYU1GC34TnNu3m0Y3bwITKkhDvmZqxlEydzPxJEwiYh35aqG8V+GyxHTj+REh3d/9iY1krT+F+Flp7RuqONZiV5HjKgga9RchAaaYH4kjEhCjreR7pqOPeNz8AwOgpXdjSR6W/mrgboczU3oSC4/XFiXn3nGkaiLCJMVpRhkM4XgoBGOcfxSanlVIFhqNwZW/3H99uk83ru4k0eAlKGn5/F2Ov+B4amDx5NI2tCc8S4kJCDh6onUza4EiMSBJzbDmOyBRNbe1GKoVp9B6cSUd5KcUz142IJmCYmlZRK5EbOAoEtmty57b1CJ+filCEpvQoXo+VAKMwYn7PKuHk07ba9vDPDdfZTVL7AEGn3c7EIdpK2YWdCGRcfzSiOwrxBIwdi5CayJ68S50aoNaFkJrEMHEwrk7T7ZSxN1lNdTLB6y/XIcYAAmzHx97oS8y2bqXKAO2rI+buBAdKG218mZTHPr8nDrQCN/OMVo4JaFypEQL8psmEyjg97SEMZYAEqU0cpYm5QUYHU7g6DbZAF7jlJZLt+cr0BWhAp329REhZaTmmUEid32chwG9oQoYkKEAYFZSW5p8/Sg7vjtXc0ttaH4s1IeSJuY7oTI0Qb+7Fi4FylImhDC+JleElLnBdA6UFJoqQcOiIlA9oCQFwUwmEGpWzhCQzbmdS9b7GDAyMvSHSqv/5z+1jRoS8d9wUXucA2lQkdYCZoU6ejNbwpfFFEVKkyOFkJHVCTgbem/l3OnArcN/h7NTxwoEGbxbUtVyyRZqyrlhkAvGU9qMI4qKJpQNIH6TGgmHDhnWNXPKteznnyjv5zzueYu1L24nE8j6oQ7nZ+Hw+frTiHJ4471K2/t1VrF31eW5dfjbn1p2Ua9PY2cHFTz7A0l/dxsm/uo3L/vggDzVtoXxKiCvPO5Vnrv8S93/9Yq751Bksmj6JeNjC6rQJdcMUq5TxsoSte9u46U8vcMG997P0lp/xufse4EfPvcjzuxuIH6J6DYPFg0C+cCH0rqp+rDKYJQR672fh4Huk7liDCZTUIAHIxyrHoiUEIKlga2pK7u+A6W3HVX7szOAvxVjcTDCrFfcGeWefMR83ZlI2JgWWSSLtnc+gEUA6JkhwrRSK3v02WyzinfkAbC1dsATaAJ0RBTlLiDP4QCqZcgm0JzGjacqFwMhEBEfjNhua+8eVKccLak6lemjQO4i7PcONNYmluwm1C4ysjtLQEElyIFZBieFm5r3BFIpEsiK3PuFocDWuM7wIiVi7yeS4osEeWljbsgOZ9KG1xhdzEcnMvaEUKE08MXhGJIUEWxK3hhEhKpVzx+sKe/er5/YFjjJZ1/0qL6dL6AquRvqXELdDBDsEwZjCyIhGU5SAzljEpfLS5DoGAQGRZNoTsEIwcXQS7RqYWufOvZQGUbcElREOoo9QdKU1QEpczx1LW0ZGRHiUl5ZjCo3UgkXTSwiN8p4z5T4HPymCAhDlvWNCXAc9hCsTwJ59e3v93RPe6wWmq+yZ9P6bORoobWBLg6pUBaEu7/oQyqslolyDJ/YtJG37QYoBLSHgJWcRypuoA3is6afeNvrodIGBFhp7CAEvMyJualkmGYpPYZoKx/TzQmx6MSYEWLJkydzh2lxwwQUzXn/99RDAt771rV7zByNZvrS0dAlAQ0ODf+XKlW97gvvqq6+efN11100Yqs3jjz9esXz58tlvd1sAq1atqskWFhyO++67r7K2trYuWyPk6aefHvAl+MILL5TW1tbWTZ8+fcFll102ra+b9+FkzZo1ldnzCbBs2bI5zz///NA+u2+Rkbhj9R1V/bcQ4nXgusPRoeOJrAhxLAek9xrOumOVmAGUdtCYSPxIDZbtQ5uQmCZwqhQ3nryC8rCPV95s4PnXdvPEui0IAXNPmMiyhTOGdLOpqKjIWU98hkHtmHHUjhnHzITDbZk2sytG84uPf4ZtXV6cybbuDn554I3cgCpgmMweM5a6qmoWvW8yq89ajN8W7NzXyd/q9/PGnmbiaZsQML6ynFElIdo7Yvy88VWkAEMI5owfx9KpngvXW40rKYwHKcyMBV7BQiEEWmu6u7txHKdXfMCxxtGwhBxPqZjh2BUhD8am9vrbzPgf2dJAZ0bVST3WExZAImJhpiQTMzOyPlugpOENorSDoX0oKRAKnFT/iuGhxiiG1fvFIpMWpgzQsb8HlUpB0Mv+FB9CJKRSbs5VyidExh0GT4gMdD1ZAq0Um6znidDFvu565tnvGXT9WkVIWRpfSqBTYFV7rkQ1ZUEa0oq2ZP4cVvr9tCfNXhXZfbYmOYylBaDdCZNdrMUVaG0jxMBFlZNOO1oaCAFVf+uGdEYdKYWy00Sjw2TXsm3SwwTLuyqFz/AOfCKaGZxnBvtSGSSdAHEVJCXGUaIdIokS/LE+7k4YSMaglJu7hrQ0EF0mWkOgQ/I/D77EpMo00jXBVcTTIUrLUwitvQyL2aCEPsdQa5lLidtXiGCJ/pYQQ2EpH46w8AUlplCUmQl8RD0RYlRQkBwLKR00Q080NTb3LncQjuylWnmxJjkHCo2XjQUTqQS2NEjv934zXJCuADTSMTD9ip50KbgGbkFa6vHjx+cs4dJOeyI41s3zbZvYGH4VWJDL3pZFaCCoSQ+uQTJZuyCZ9o7V1Co/o0eHmT+qmTLTJuZ0MOr4KcF0WFi/fv2AtT0KydS+AODWW2+ddMMNN+TqdYxk+Sw1NTXOU089tWf4lscvn/zkJ6MXXXRR2DAMXnnllZLPfvazJ+zdu3dL33ZXXnnljNtvv71x+fLliQ996EMnPvjgg6M+85nPHBHf60ceeaTSdd3I0qVLD3s5jpG4YxW+nQw8y8hIAtrf8TQ3dKKlBCE8P9WCF0HICOBIBzBQ2sTFS+2pBaiA91Ts9sXZPLqTKWeN4R8+9X5kp6a5PsKmrS3c/dBf+gU4FzKYG0sgkH9pS8fl/ZNn8P7JM3LfOUqyJ9zNtu6OzL92nm9u4MFd+XtgfGkZ86aN5+yF8xmtgiR7bPY2d7N+zwESlo0fmF5VwZjKUlIpyUPrN3Pf6xsAmFo5KidKTp42hVljq4Yt9jSUJcQ0TcaNG5ezgnR2dh7TBQvfriXEsqxBC2QVRYjH4QlMhz326F6zqdI2KDElKVcA3iAlpcd4gcUKrJRDZY/Lff/zAuaUAGbSj3INpPRmp6X0fOKFBjvV/90hrRR2KtzrO6ung3JjIvHGdnR3D0Z5qec6NMQg3rJctJG1RBTUaQDSfYKvtfYsE04iSgTvWrV1inRHr5pXfQ5OinTGBS1fE0IQt2OU+KA5MYrWdDljSpJMCknsuD+XMhfAtDRaDm9073STbI7OxBCKyb4IWnYhfAPf63GnC628ZCBCKcheE0qRSLajB3DBKkRZaSx3YIGTxS0ohxWPeSKksAZGxAlh6RApp4GAOZ60E8gVmjQch0nTqwm7DqogNS86EwuiBKWmibAc7nror5x9lvcM0I6BVgbKNXCVV2nc0j4MysHtv0/KSYMuy9cKwRNIwhW9srGVlpZiCoXSgoiT5sxJM2l2XmGUP0VApAkKAaKid0yIdICh77WOrt4Wp1ii1avbgvZyLUCmfomJxsBWPkgYWAlPkAkJOAZ+02KsL0lC+Ii7AXAEukBEjRs3LidClG0jlGB/vIfvbvo1U0q9d4ZSvdWGoUCjsNXg9042ZiWS8s717z95BXfuvQCdSTfXkt5HReAFL1Vv8Kx3ZeHC0tLSJclkcv3jjz9ecf3110+uqqpyduzYUbJw4cLkI488stcwDJYtWzbn5ptv3v9///d/YyzLMubOnVtXW1ub+v3vf783u3wkEjFWrlw5OxKJmK7riuuuu+7A5z73uXDhtnbs2BE4++yzT9y1a9eWCy64YMbGjRvLANra2vxf+MIX2m+55ZaWa6+9dsLDDz9cZdu2+MQnPhH+0Y9+dADgm9/85sT7779/3NixY53JkyfbS5YsGfGLMRqNGpdffvn07du3l7iuK/71X//1wOc+97nwjh07AhdddNHMVCplAPz4xz/e95GPfCShlOKyyy6b/vzzz4+aPHmy7ff7R2ymGD16dK5tLBYzBrqmGhsb/fF43Pjwhz+cALj44ou7HnnkkTF9RciqVatqQqGQ2rx5c2lXV5f/jjvuaLjnnnvGvv7662VLlixJPPTQQw0Ad955Z9Utt9wyUWstVqxYEc4WXSwtLV1y+eWXt//xj38cHQqF1OOPP16/ffv24J/+9KfKl19+ueLGG2+c9NBDD+0G+M1vfjPmH/7hH2bEYjHzjjvuaOhbwPCtMhIxcUvBZxfYC3zmUGz8eKd5bzuqtRVCJegpGUtcRoT48eFmTOMqExMipYEOgAp61+C69h1sjTWhCkNuQhB6r4+qOQY8MPi2TX+QVNqhJNTbKlAoQuwBKib7DZM5VdXMqarm3ILvO1MJtnd3sLWrg+09HWzrauelA404mZdn0G8ya1kVC4xJ+JKCns4Ue5u6SWUq184eN5qxY8pwTMULuxp4dLOXirayJMTSqZNzqYHrJo7vF1cylAgBbxYsK0La29uPaREylCVksP00TROfz5cbXNu23UuYZBlMhBTdsd4eWkscBPvjY0gVBFBblp+pFZKkqzANLyjdElNRrkC4hRXKYYII4aT9dJpeFqlKX4i0I0F5lpB0H7EB4Dpp0sk+GawaDmBOnZAfVLsSXEjLwQc/dqZiNXizRIV1GlJ9smo1x6MYLsSSvQsLpztbcZXKubj0PkDpXFriLD4UMctgdLlFU2IUCEFHogI9Jkrp6wbZwasQAsPWXiXrYWixJbb2gYak9mM5OykZRIR02j2gPG8LV0iUtgiIIFqpXjPog6Glg+OUDNnG0XYuhsJNZ56rGQGiNVjST1yWkXL3UqEXYrsZ8eUqzLY4VI1CBAyUVEhZIEIyxQznjxvPzt1eTMW+fZVAvoK9dIxMnSkTjWb2uBtRiVf69TEd7wZd1qtvrjIQLr0sISUlJfgNhVIGMeWQlHH8hkmZaREUbsYdq39MiB6mlkq4p7cIcaWVcVkT+JCQKdIoMHA1uMpAJk1MQBnac+9TgpDfJpIqZVRpnJgbylhy8vf52LFjc5+1bWNkkr9YUnrCBtB9Eg1oKfElxaAixFUyl0L4pTcbCKUNKktKcgIEYE9yCyeyFoQfEfwIRzNV1n/d8fS03U2dh9QlZtbUccl//cpZ+0faftu2bSUbNmzYU1NT4yxdunTu2rVry88666zcA/22225rvvvuu8dv3769X3Xu0tJS9cQTT9RXVVWplpYW3/ve9765WYvAQGStKzt37gysXLnyxCuuuKLrd7/73aj6+vrQm2++uU1rzYoVK2Y/+eST5eXl5erhhx+u2rRp01bHcTjppJPqsiLkpptuqobBK6cDfPvb3560fPny6AMPPNDQ2dlpnnzyyfPOOeec6OTJk90XXnhhZ2lpqd60aVPwwgsvPGHz5s3b1qxZU1lfXx+sr6/f3NTU5F+4cOH8yy67rAvg8ssvn/biiy/2myU+//zzu7/3ve+1Atx7772V//Zv/zalu7vb/9BDD/WrwtzY2OifNGlS7gaeMWOG3dLSMqALSCQS8a1fv377r3/968rPfvazs5999tntS5cuTS1atGjeSy+9VDJ58mT3u9/97pTXX399W3V1tXv66afXrlmzpvKSSy4Jp1Ip49RTT43/5Cc/af7KV74y9Sc/+Un1TTfd1LJixYrw2WefHfn85z+fe0G5ris2bdq07f777x99/fXXT165cuXOgfpzsIxEhFyute5lHhNCzBys8buJa266gG9/9N9BWAipvOJRgF8YuReVNxYwcH0neLMuglwRr7SyeP/4Wfz3sgtoToZpTvawP9FDczLM5m397uFedIRtPvzFWxk/vZw5c8fzvkU1LDtxBoYv/5A8mHoK40rK+MCUMj4wpSb3nS0leyLdbO3yXLm2d3ewvruFjlQSSoHZMF6XUuWWIOOabQ1t2I73AJ9TXcmEcaOQfk19WxfP7PIuoaDPZPHkSZm0wJNZMmXSkO5Y4ImQbJXxYz04faTuWH0tWcFgMDe4tixrQBEymKtW0RLydnFIKZPXOmagCgbL3dEKThyjCCuFgVf3p8s6gJbzMrU/8mtw4w52uQGl3kx5pb+EuOUJF6TG6is28ESIlQ73+i4V78C0M2YUvABq09Kk3MEtCa4tM4VSNXZPFMaW5Go19LWEJF0Hw9XEU71FiNVxgKRtMyo0gO+JTuG4Jrk3oIbSXX7S8TIi40ohoAhV2FQGXVTeVoLhEwRLAtiuA0P0P8uOVF6YW9pPwt5KSckZA7bNpgzWiSQvb/8fLGLU6fcyWY1DusOLEOVY2MPEqUhleZNIaQO5NwhBjVcF3Pu/0oJut4SUsxupktiu6RVOdDPnTim0AilVLh7EK3Ap8PsMZEGcz4HWMgh6ImS0KUhLz6JhZ4KtS4NLkfE/9etjOt5FkGn51DEaHGWApdCZujZCCPx+PyU+1/sNQDiMMkMYAoLCybljlZTk4zCktNEM/g7RWpNI9b6ulXK8ZArSzAR9e8fKwAu0d6SJsrx9UgHwpb3sZiFT0pEuZZwIA2CkBEoNJkLSuQQwShs4mWOkUr0n3aSyMROK9CAixFJuzoVrX0sPQcxelo5SYdGQakAHmjHG/Bwhirl6Fy5cmJg1a5YDMH/+/OTu3buHNicWoJQSV1111dSXX3653DAM2tvbA01NTb7p06cP+kBPJpNi1apVs374wx/uq62ttW+++ebxzz///Ki6urq6zO/G9u3bQ7FYzPj4xz8erqioUAAf/ehHw9l1DCU+sjz33HOjnn766cpbb711IoBlWaK+vj4wY8YM5/LLL5+xdevWEsMwaGxsDAKsW7eu4jOf+Uy3z+ejpqbGOfXUU3Mv97vuumtYUXfppZeGL7300vCTTz5Zft11101ZsWLFWx7Qf+ITnwgbhsF73vOe5NixY51ly5alAGpra1O7d+8O7tmzJ3jKKafEJk+e7AJccMEF3evWrSu/5JJLwn6/X3/2s5+NACxdujTxpz/9qf8scIbVq1f3AJx22mmJa665ZsTnfThGIkIeBPo6DD8ILD1UnThe6dqfubYdB1yFged64RcmKpMRxLOECFyV8J7HJjmfhqRKU+EfT8j0M6uimlkV+SDsN+xq1gyx7bLJpfjnCVr2R2h7Ms7zT+5BhRTpUfkBfU8yzi92vsDUsjFMLR3D1NJKKgOlIzYpB0yTuZnCiYV0JDNWk+68ONnV04U7RmGmIJjy0WYlaNoZ8VxTgLnjxzB1/GgIGhxIxbjzpVeRWmMIQXDbm7l1+0v6z04e7QxZyWSS1tZWTjhh+Hi5gdyxwuEwMLTFJxQK5bJcDSY23inuWIVi7JgQIdol0Sezji/oYFt+oqkxWP4wQTwRknYjnk+/qzFd7yYfU1VG0nJIpT0RgoJy0093OuWlbFWQsvqLECcZwbJ6x4qkkpnrJzdzrjBtjaWGECGOwq80OpWi87VGxClzEdWemEj1OVaWlAgXYlbv+yjZc4C4NZgIsZAyL0I8JyGBryVAospFWAa63KbcF8BJ561ygYCPYMCHcJzc7P9QtFieMDcAS5kk7J2MG6Rtt2OBK4j86RnSrndf7eJNJuslyGGKEIIXdC2HcRFztYPSAezWEEbEwBwDTjb1bCb2Ii5NLJUm5TQiZblXsDbjNqVsidMSRqVLMU8IAobnNuUIpo0bRbLZ6+epJ83krxv2Epxs46oAARxcvCKCrvYmIyyVxB0gUYmV7CZY4CKmEUhloq28ePCbAYQQlPpc8uHiEl/GhS8g3Jw7Vnl5foJASSdTP2dgOjo6UAPUEVHSxadNbO0HvDTHQhhYSnmCIRt4HwRf2hPzRub6EC44KR++ZCbmJcOYMfmYX2V5fdJKILXICTWV7P3cVMrFTGosObB4sFw3Y6XRpC2X0ZXeu6fcN5a420W1L4atTeLGdEYFPzTocThSHIzF4nARDAZz5l/TNHHdEQR7Zbjzzjururq6fJs2bdoWDAb1lClTFmbdnAbjkksumfHJT36y59xzz42BJ3yvuuqqlmuuuaazsN31118/fuA1jAytNQ8++GD94sWLe11EV1999eTx48c7Dz300F6lFCUlJcOOe0diCcnysY99LP6lL30p2NLS4ps0aVLuZpoxY4ZTaPlobGwMFFpGCgmFQhq88xEIBHLnxzAMXNcVfr9/0Kgon8+ns5aojDfGoOczux2fz4eUIzBtj5BBRYgQYi4wHxgthDi/4KdRwGEJ1RJCTAPuBSbgzXX8XGv9YyHEScAdme26wJVa61cPRx8Ohi0vZuKttIZUGqFH4RMGQpiZJC0Chfd/R0Y8EWIAQiPQJFxJhT9ESqYJGcFe4mC4AnTnvf8Mbv/Xq3GVZGtLC39+YxfrN+9n1+b8S8FKWNx+/wu4kyRyrAQDynwBppSOYVrpGKaWjWFKaSXTysYwpdT7HDKHD/quLi2jurSM06fW5L6zpaQ+3JUXJ10dbO1sJx5O4UsIdiW6aNjak6sMPXVsOTUTqxhVHuTZja/l1vNEfQNn3nZXJi2wZy0pzJC1b9++Yft3KIlEIpx22mls3bqVf//3f+e664bOx/B2LCFZDlaEDOeOJaXkkUceYfTo0axYsWLItocb27ZzFjrTNAe0+AzE4baEdGbiA7IxIb6gJKANuhI2RoVkFJ4IUdpAS69Ct+FozO4EAUMQBmxLgDYQWuDH5EA65hUqlJq0E+m31USstd93qXRGrGRTsWqNYYE1xIBZOhBQml3Rv9LENk7YF2X0rI967lh2nwKJ0sWQmqjdR4RE2+hJJJk8eoCJMJ3OFNjzGK3SpHXIy/EqQZve8dDaxInm21ldCcom+TIuSIN2P4etM4NJQGISsRsHbdvjSAJdgvCWN/LLkwatcUdgCZEjsM642kUSRGcD2DMZnwytvULlWqC0QVoFiNrbcdxlmBLPhQ6Id8XR0TQmEBrtIzHFwB82EVpw2XuWck+951512hJPhJQKm5QKIKSNwMTQfpxMrZK4E0Um+78TlGP1C0x3lIG28vdIwO9d2+W+/HdauPiEIih8+ITPc50yKigry0+USGUPKUKykysD9Uk6JcisWyACgYElHc+tL3PcVWYu1RCSdDgEpWBbfqx4EF80L0B8pq/XZIWyrUwsEEgpcDMuc7KPCJG4+NIaexAXqoSMgxaYrsZ1FbPHe9aWL8+6k5f2nYQvU8glrOcy+l0YC/JW8fl82rIsUShYACKRiDlu3DgnGAzqxx57rOLAgQNDzqZ///vfr47H42bhwP1jH/tY9Lvf/e7kL3/5y92jR49We/fu9QcCAX3mmWfGv/CFL9T853/+Z4vjOGLt2rWVf/d3fzfidJrLly+P3nLLLRPuvvvufYZh8OKLL5a8//3vT0UiEXPq1Km2aZr89Kc/HSszFuozzjgj9otf/KL6q1/9aldzc7P/5Zdfrrjwwgu7YXhLyObNm4N1dXWWYRj85S9/KbVtW0yYMKHXS23GjBlOeXm5euaZZ8qWL1+e+NWvfjX2H/7hH97SDOzpp5+e+MY3vjGtpaXFV11d7T7wwANVV1555ZDrKi8vl9FodHjz9SFgKEvIHOBsoBL4ZMH3MeBLh6k/LvB1rfUbQogK4HUhxFrgJuDftdZPCiE+nvn7Q4epDyNm28s7GTelis7mbkimEVrgE141XKkUPjRKayQax7W9OSgDTFN5LxbXYm+igc+9cjUBw0+lfxRjAqOo9I+icUfeTXDu4jq2b+ztnjVv3jwAfIbJoilTWTRlKnwSorEYo3/9ba+RUpRsD6G2aoIhH5NPGEX59ABykktDoou/tNd7JukCxocqPGFSOoYpGQvKtIxYGR+qwBADX5cB06Ru7Hjqxo7nfObnvm9PxnNB8Fs62tjU2EprW5TmRJTWrTGEFrTuzd8PsyZOYuaYSl7Y3cgjm7y4EqcjnPv9gUce4evf+MZhqVcyEF/60pfYutU79mvWrBlWhIw0ML2vJWQkaXrfqjvWL37xC/7+7/8egIcffphzzz13yPaHk76uWCO1yh1eS4hDu5M5/rkMOxrDZ6MUpDOVp11tePPgyvsnHI2wHBKdcXRVmTdIVRA0vLS8YTeFdryYkJTbfwAZt/u/Ix0rhs+nC2IINIarhwyulY7CthPsTW0AYMeBtbxPfQS05oevv8gH5szgpPFebIUlXYTUWLJ3+lPXSbKrcT/zJw9QnUOncmlj0Rpza5CQT5MeJyhLS9LlUKldFCXY0Xw7X2ecaGccMWvsiCwhbkENC6kNws7gaXYjrkJ2h3H6BPxbIoWyho+R0tJmuMk8qSVKGyg7M0uvAJ21hIiclTutfcSdRpQ6Bb/UOUtIKur1Q7gKw9H4kiBDAmeU4rNLFvHzNX8BYNnCGfhMjd9V+P14wk4JLOWnJHMs4k4cN9E/DlQ5Ts4VK2uhSVu+XpaQbJxghT8/sFfYmSrpBn6jBCESIMopK8sXrfSyYw2uHgd77kjH8lyPC4SRwCCtHCw7kIsPUj6NNkEYinQ8BEEHy8kU/U3mt+szA71EiLatXPyLVAZu1hKS7i2YlJaYlsq7oPUh7kTQgJk0EMDJM7z03EGzlEUTbsPquZpWN0nYjTJjwDUUGYiLL764Y968eXULFixI/v73v9+b/f6LX/xi98c+9rHZtbW1dYsWLUrOnDlzyNmCn/70pxP9fr+eO3duHcAXvvCFjm984xsdW7ZsCb33ve+dC16cya9+9au9H/jAB5LnnXde94IFC+aPHTvWWbRoUe4BN5KYkBtuuOHAl7/85elz586tU0qJadOmWX/+85/rr7rqqvZVq1bN+r//+7+xZ555ZqSkpEQBXHLJJeFnnnlm1OzZsxdMnjzZWrJkyYiDtH/zm9+Muf/++8f6fD4dCoXUmjVr9mStEXPnzq3LxtP87Gc/a7z88stnptNpsXz58ujq1av7z2SNgBkzZjj/9m//1nzGGWfUZgPT+yYE6MvFF1/c/fd///c1d9xxx4QHH3xw91vZ7kgZVIRorR8FHhVCnKq1/uvh7ETBNluAlsznmBBiGzAF75GTHbWNBoZI5XLk6G4N8/5zl/HU/z4LSQuhNKYQubR/3mwZSK1ytQW0AT6fxJUGUmtslaIqNJoPjHsvYSdK2I7Sku5gU1s+q118nE1gVBA7mh+EPut7je4tP6bS74mWyox4KRcF7kxa8tTPr+S1zft45c0GXnmzgb1bvZn66ZPGcPGiucybN5Gq6SV0uDGakmGaEj00J3t4tauBtqY3e1Wp9BsmU0oq8+5dZZUZNy/PqlLh728gG19azvjScs6Ymg8jsqRLfbiLTe1tvFjfwCOv5weVBzpSWK82YpYaTKkqo6qyDHX6B2n47a9Aa9b/7W8s/u4NnDynNlfdfcmUSZSPcEb9YOjs7OSBB/LZAerrh6pf7/FWLSGFVdMHEyGF3xuGkcueNpwIufPOO3OfzzvvPFzXzVVrP9IUFlYsHPAMx+G1hLi0Ot7xV21BDCkwKjWmoXGVJi09t41coTfpuVgZtvQG9EkbKksxlFeYr8wfQEqNJSWGEuAq0qq/CIkNIEJsmeQfr5rAf/95g/eF9iwu9hDuWNqBtB3u9Z20bMCLDdnc1ZYTISnbRrgKd4AZ7oYD/WuKACid7hdYbmayQImUQWllGq09F1QnI0J6JdvQnsuN1goxyCQGZGs2eK5erjaIyjhKOxiiv3U24UCio79VNC7D/SrTD7gt6SCGcceSWnrW63RmYJzJQOX9XxQIEQNHa5Q0wNW5mJD8ihS+tMYf05gpgT3WOza27V3H1WMqmDVVsy9sYoQU0jWQGRHi9cOgx+7CTfTPsKYcq9dgHwTxaCl+J5xrEwx413ZFQQIfqdIYQuIXGp8IeNZ54estQoaxhAxmgZXS7tMnAIOUdEg7ZZ7LmtRU1oM1RmNKcEwISkXC9p7jRoEICfj9vfql3N4ipLGpGhFUyEQfS4j27k9XmWjtIkTv4U7UDnsxPpl6MRNH55/JY0tXoKJplBZYgRMHzVj4biCZTK4HOPvss2Nnn3127kF277335m7AV199dUf2cybzUnPf5SdNmuRu2LBhwHS92TZz5syxd+3yUnU2NzdvGqjttdde237ttdf2m8m/8cYbW2+88cZ+5uXBxEfh/pSXl+tf//rX/UyvCxcutHbu3JmbAc5mlTIMo9f+Hwz/9V//1fpf//Vf/c3gQGFA/wc/+MFk9lgMRjb7FfQ+dn1/u+KKK7qvuOKKfoOT7HEH+PznP9+TDUT/6Ec/mti9e3duXYXnd9KkSe5g5+atMJKYkPVCiH/Ac83KjZS01l84VJ0YCCFEDbAEeAW4CnhaCHEznsvwaYdz2yPFSlqMqirHCPhRlgVKI/BmgHRWgKA9ESIzGTwMzYTqHroyufWFoZgQqubvas7vte7/ee1/eIEnADhl8nvYPX8U6/+adz2YP28+jnLZFW+gx45gqYyfbEGOUSklV23+N6pClVS+fxQf/lAFhMfQsUexb2eS3z+7iQef3oDfZ7BozhROWTyTzy+qY9YSr4K7LV1aUhH2J3toTvR4/88IlTd7moj2yUIz2l/C1NLKjJuXZ0GZmnHzmlQ6moDhHYOg6WP+2AnMHzuBz85bxGvf+z7ZrP7nfuz9pCdNZ9f+TrqaE3Q1JdBoSqfOJLl/jzcTu383+yZN4G8vNaMycSVzx1fn0gIvnTaZ8SOMNRiKhoaGXn+XDBCvUojW+i1bQgpfsoNVQC8UIWPGjMltazgRsn177+f+448/zqc+9akhlzlcFO7DcMezkMNtCdmZqvI+RwL4AcNQmCY4mToeUgukNryBsvYCiI1kvh/CkV5mIw0hw4dlu2B4s+duKjZg1W5H9RebLg5P3JGbPPQGPy64gwyYvd81Sbv3JJlX0C2E0FDqyw/iw8ke1ABZ8wD2DxJvFbbimYJyUKgtzDTYaT+lKg34kBrsiNcuMc4gWFCqQ7gANoN58mrt0poYhdYGlaUppDawtUHaaaQ00L+eWMwFafcfBFtWF645fEyIlLZXnXwIum2TTZ2TGG9lntVKZ1L0GhgoFJ4lRBPA1TZKGRiuxrVTdCT3MDo4kTL/GIT04np8SY0zSlDWYPDIK1twHC8uIxT0UXeCj13Pa1QZKNeHowRJmZ3MMuhMd/D/2XvzODnqOv//+amqvrvnPpLJTDK570BICAkICIKisHggICCK4IIH35XFFVxdXJZ1FVzRBS/wAAVREVDAqAjIfUNIIEDuO5Nj7p7ps47P5/dHVXdXT/ckkwAr7i9vH5Ge6qru6jo+9X59Xu/36yXzldeLskyfbLD7z7E1Aj5WoDDBETcEwvWwxyKHho2BdNl7zb3+y0GIharS81GI0UCItPKuPG+RBXH/l3MsbEcHKTDSimAGnJhECg2CYAhJ2g6CBH3I19MSCJWDEN9vth0d0woQ0E1UegQTgo3mgK10pMqjjwQhVr9bfun9xPp45XjUZghE/Rf/fwtADsWheLtjLCDkdmAt8D7gGuA8YM3buVNCiDhwD3CZUmpICPF14J+VUvcIIc4CfgacNGKbi4GLASZOnPh27h4AUkrMnEUwEsQIBTA99RMBPhCicJRCIUll3URA6RALmPR7zz8Nh5CIknWGCeUfgewdIGJk+koMWEt4N6pFsNL3/f959PsQegJEHESCrBQkrWEGrSGWB3+G5dWCL4jPJK3lGDSH2JrpImkP4XRI6IDG4wX5XWHy26O8uj3Hitd38INfPUE4LmifHmHGrHoWzB3HhPpGFjW3cFJgGjWBBAEPTCTNLF2ZgSKDsjPj/lub3MNfd6/FVqXES0PQGqnxWJS6InvSIIO8+OKLpd/1jxcWlVByps1Lm3fy0Osb+M3rC1i/w1XY6n59G7JtHiqqkCFFJBJkV2aI9St7uf2lVQB01NWWQEn7BKY01h/wg2RkX042m92nWWI2m62aII+FCfGDktFMKv3lWH4Qsq+ekD179lQwK6+//vo+QciLL77I0NAQJ5xwAqPJJx5s+H/DWPtB4O3vCdmSqytbYm9OEKvRGQ45aICUGrbSyNmGW4rlgJ4fAUKkImIYBIXGcN7CraUBM1XZlL6veOOlXT4lKoXmKCxV/TyYHvjJjgAhZnYIVBMoVxGrELsHel1viSqxq7e36vLBfJqCaqnwgRDNVghHQE6DmMBRCrvfbVvXPDZA091mbM0BlAlilHZClWMoH0Z6IMSWOqbSSWd+SzgfRUtcVlpVKVKW4U78jAgn1INjlq6rUCBB3qrSSzEGJmRPLkLKClOX9q49WfAJcXsclNI81juGTRbpaBgZyRu9f2V3eg0BQhw37pMYkYRbkuUUjpvgv+99HMeSxEIBhBDMmxrl94+mUHlBPh/EdiQ5x1VYtJVGb7YPZVcyPI7lYx3wGualVlbOFPXAfkDTMHQHyzEwZQ6w0IWFgQLNHXMjkUjRHFYpB8sefWwZbfJD2iZe6yMC0IVb7uRIzfUMsSDgfaxmgkQHpQh4QF04oPkARSgYLAdHdon9kYVzqAQyXX5dO8oGR2JLzQUhlDOvw2bSZUI8sFcXG2VSRD9UjHUoDsXbFWMBIdOUUmcKIT6olPqFEOJXwJNv1w4JIQK4AOQOpdTvvMWfBL7gvb4L+OnI7ZRSPwZ+DLB48eJR1QDeqjA9h9VQNEQwEsIcyqCKjXh46lgK6SXiyZQ7m6Z0RcQoPSCUsBm0uvifdWcDiqCQhEWSJ/tKpRF71UZyofIHULL3XCKaQwCFEBBGJyzitGoJQgGJ5Y3hF9SsJFHTCFoMISYiRZxhJ8SgYzBoCwanSwZth0HbpKsvw9Z1KXZtNNm8xmHjygx/YieBljyhiVlCEzMEx+WoCcWKJWD13n8bozVMrWumLjCN+kANiUCcrO3QlUm64MSTHt6RGeDJvRvpzbsllKmVGyk0e9VMmcDXNv6F9l0lBqWjrZ4rpx3PuO6NfO6hewGY0ZRgYss41uzoxpEKJRzsGDhhGyekUAbsyCXZ9cZQsa8kEQ5yRPsElk7qYHF7G7Or+JWMjGriAENDQ2Vykf4Y7aE8FiZkLCDEDyYaGhr2+70AK1eurFg2GtMC8MILL3DUUUcBcMcdd3DuueeOuu7BhP83HAgI8QO/t0Mdq8+MlhkVKlNnsBesVpuIAqU0HKWRcQJueZGloG8I4UjiTXUkLbf0I6IbJWncCAhHkE+XQEhnZ2cFwzYyTHOYQEFCTyq3pGSUJup01kRIRXZEOZadHSYgcUGIJwSwfWCQH/xlLXVmdRDSW6WUECBl51zX9+FB+l5+gvrYJBra57tKgNgIiVuOJSVmdwilgZ5z72kjbLhlWwUQMvqvxlEatsdOKKVhKoN05kEa9QFU/AulSQTZTcoOVQUhaXuICYdZ7Hza/bs+NpE9g5UVDY600Cw3UR05Q14Iy2N/zFxBUaqkQoUSCHSXCRERt19ICbSUxe6018tGnr7hLYyLLEA4Cs0sXWBtDTVs3Z0lEnP7NXZtEGimRLN0N7FW7qSWowQKg95sElXlule26bnTi+IkmFKgpUrHJuLZoAc0nYAm0VXBZj2Pjuk1pbtjmhCCcChM1lM5Gx4eprau6uEZvRzLNjF8TIiGhkK5DfMKgin3652AwsgK7CDowkHzWD8hBZpPbjcSjYwoxyoBL+Vj6LRs+XUtcQG6KyhRea2k7BTKM44EqB8FhAht7GWjh+JQHIoDi7GAkEL2OyiEmAfsAd6UHNpoIdynzM+ANUqp7/je2gUcDzwGnAhUmLv8b4fpDZKhSJBwPExqIOUOjFK5szKeRq/CfSgkM95ApisiRmmAVVgo8oQ1g2ZtLzYGptLIZkugo1+PsuC88Yi7nkIpOO7CydyU7ATc2rSQgJAmCGuCiBCIgAa4ScCq/lW0I4mLNBEtT0Q41Ai3wWYiuE+tgPevHWgPw8kJHBXn9R3jePKNVl5cU8uml+tIvVRPMKQITLaJTLZJTuqlO9bFgJ3FlCPqoHFnwGoDJaAysbaGw5pbqAtMI6JHsRyNmx/6PoXCys7F89iVGeSFnq1knBHU+vbSKU/JAT764Vk0BY5kqNdi845+Vmzq4tVte3CkRNMEdfURRFzQI7KksRh0cjy6ZTOPb3RLXQxNY3JTPUsmtXPClCkc0d5GPFQu1uFvoi5EMpkcEwhpbGwsMhVvFRMyshyr2veOjJdffrlimR+E5PN5XnnlFeLxOHPmzOGKK64ovnfeeee95SDkrWBCDsT/ZmxhYSmdKhVTSA+ZGFqYtshhblmS47qAs60LC5i0bCavv7YTISEodBxHkVZmsWzLtkrJ2tFHH10VhOiJGpxh97znrRQxvOtDKYRU2PlRQEgm7za+m+VsizWcJOglpdvTAyil2DucQjMVjlVd4GBwlOsubeYQjmD3E/eT3LCKHgTz3vsFQpF2dCHRlEIqDSefR7yYRwspjKA7HijPPd5lUkYHIaadRCrh1e+DJgJIAmTsvS6NIntA9x47znYyZgBpVv6ObN7C9HmjtNbNJiUHSQ11la0nlYXICyyZR9dHASEeZrBML8n3cncp8QCrhlAGiIg7y28L7GR5OabpuPemcCSahft80AQ7+gYREhLREOl0njt/00swBnlbQ3hMm5Juz4MgQn82hawCQhzHRDMlQnnyvw7uvuZLxzoWd589AaETMmxCunuhK5VDU1kMzGI5FkA4FCmCkFSVZvhCjNqYbueLFQGoAhPiMhIogeadtlwTRHcDCYWhFI5pEEwK2u/vZdgn9RyLx0Y0zJvF0jjpAQipRAUIKfSEdHc1YMssI0ebjJ1GeWaiUFmOJep+ALI6MD8Uh+JQvDUxFhDyYyFEPfBvwP1AHLjqbdqfY4DzgdVCiFXesq/gqnHdINzOshxe2dXfMnKeHGAoGiJaEwUpEY5EeaZhTqEpBJAIhtLuAKcMiOilJEpioyGJahpzwjkOj82Chl+yMfol/sgNACwbdxyXHH8Sc387lw3rt3LCRychwlmyTpqckyMn85jKIe3AoNLBKJUdPTAYoCYQxu3nd8MQEBIaIU0nrBlEtAARTSeqGcQ0jZgmiGmKCR02F03ayufenyKVzrFifZzn17Tw/Lp2Vq1NABE6mgc5amY3h8/cxaTOfnK6xqATZtBJMChjDDpDDDoh+jMGmx3BoF1WVs4zqx4tvm49LMScxkGWjashrNciVRjT1khbktU78hQ6Gzbu2cFVq+73/R6N8XNqWXh4HaFUmHyfomdPhp07htCkok4z6Gito745SjZksy2bpDeVYV1/L+u7e7njxVcAqIuHmdHSyNLOiZw6Y2ZVJsRvrDgy/A/lhoYGhoaGsCwL0zTJ5XJvmgkZWY5ViH2VY+3YUakWWAAh27Zt47jjjmP79u0IIVi+fDm9o5TkvFXxjizHUjZDqQiOVZ7oN8Qj7GYYJQUGIWKBVpQyETLlghAvItEAGoKgpmGgkbUljqEwUhqBlCDvS/rHjRvHuHHj2LOnvC8xOLmd7KtuT6Jpp8EPQhQV+1aIdNasKgFsZ5Je0iz4zeYXefekDhq0WoysGtXMrxroBlfFD2mQ3LCqcMDY8vSvmXv2l1BKueVqSpD47AY0M4yoq0M1uOfLNm2Echv2lcwzmt9b2u4pCXpIHYHLLqSVBWjgbPOBkB1krWBVEJK3LMiX0KRhRDj8mM/RX5vi1Mk6//3Nr7sf4VhgC2yVB6rPdNtegmubbq+fUIAULgiRLlujhIEkiERH2ZDpKwc7WWeo8GFojsIJwqL28azaupuIgtpEhA3rdqOU60JfUFgTstT4jgjRn82inErwLR2LQM5lTTQhUZaGyIPyAfW4B0KCmkFLLMUxiWGeSSXQhIMhLAxyZSAkEo4w4F1OyVGuCdhHT4jXmF7gjzSvE8XxmBAjDw4OyVQXNYOt6IkQSilyuSDBpE1owCZl+lT0akaCEAs8E8SCYIKSAjtTfnwkronn4J4EeZmqOMtpOwe2C0I0IYiHyyehRPjkUX/7oTgUh+KtiX2CEOFKmQwppQaAJ4D9u7W9iVBKPUXRyq8i3lHmiH4mJNEQc0GI5T4MpCrMoKqiqdVQ1muUNhRhvZREOZgIIdFwH+aIEJoIYJmlw9BUO5+Jtefyjx/d96y0I3PYcpDvRo9g2BUZ4z21J1LbCBlngIydJOekycoseZknL/MkLUkvGpbSC3tQEQJFQIQJTVI0TR7gI6dmyPYl6NpUz7YNce57fh53PzUfw1DMmQLL5iqWzc0zrW0IwTCoFMgUqGEcmSJl5xi0NQadIB/eUxKumDt5CN1+lZ35IINOiLT0NdRGS+sFs8McM24QnRBKBrEcjYyTZo+ZoV85DNfYLtUzBRgyMIZC7EkOsu21AXeWVRPMG9/I5I4GausjdOWHWd/Tx95kiuc37+SFzV3c+MizDD79WMWxGBhFGx/KH8rRaJTa2tpiUp9MJsvAxUgmxO8U/1aWY1UrvSosu/vuu4u+K0op/vSnPxH1SjferngnghCpLLp76hE2+NMQKQuF9mCIED35fvpyBkIJdLOU6OaTKZASXbmJat6ywXBN6XAoYx5isRgzZswoAyGBQJRAUw2Fq8e0fefTm8yQVvWhOp3NIyxJ1iq/ZszcsFcmBSjB68ktzAt0oGddp/ZqkUtXv47SloWQ5d+fTu+FfBJB1K33zyj07jwqqkNQx8h4TIirzoFQYNopwqPYEA1bPSgPhAS1CAi3HCunwFEKfeBilNaA1vxXlL2DvGlUBSGmtPBXmxlGCHSdRfPn0RwsiSo6ygZbuP8dJSxvf6QFOi44UI5b9uSyIQKUjiKAKV0GI50sF27MeCBEOJJwv0UdEG3xkJiEhtoo69a6Y7VebHzHlelVAil1IEw6n69ajuVICyMjEVKiK4XaFSFku2aMhYgVQUgAIWyy3nWtC4khJAEkQiuxu/4xIDl44CDE37MhlNsPiCfsgBJoJmx89g4Gtr3KUO1kZscuIduh3MZ+j35y7HIQVVaO5ZhFVophA6GBEqLCJ0R6pYJGyCbvVI6paTsPMgwK4pHgoebzQ3Eo/gaxTxCilJJCiCuA3471A4UQN45htSGl1L+N9TPfiVFiQoLUNde4DaQ5G+kolFTYUmJQGIsFw1kv6Qwowj71FkfmEUg04ao8FdIg/wAfruZiXCV0LYyujSMYKD1EJsXOZnrr9FG3cVmbNJY9QMbpJmXtJmXtJW33knEGydhJss4wOZklL3PkZZqMHMZM9BI5fDuzDhdMtzX6t9fSvbmRLZsaePX3CW7+fYRwXKNtqmTidIcp06G+poGoXkNUryUaqSUiYuzeeWlxX6569/+jvg4PsKTI20MkrSEGrRRvSJ0CZyJSGaaE9zBo6ww6QdIEsTSdSAAmRMGRAktqOI7rcqykhiUNMrkgw30h7IEgmwd72NzV76qZCUWsQTF3nEb7uAjKCLBrAJ5/unLm8fzbf8nULRuZO76FZRM7mNvUyqyGZmKBYBkYGAlC+vr6ytzem5rKvaDfrp6QfYGQkbPxPT09RU+BQmSz2QNSsdpf+EHIWK9reHtBiFnwzCj0c2mSUEC4fR24yWBLqJU1Qy/Tn2pHqEhZfX+qexBpOS4T6rjuy0RwpX6lQvkcvOPxONOnT+eJJ54oLgvE65g7bYhnH3H/Xu+8zHbWEiTELOsY4nICtjk6E+Lks+6sry+s3LCbBEp3UuTerr/y5ICJkZ+I6VQvxzLT1cFJ2rbArvQVS/d1EemcjlCgdrnjlXIcNMtBKBjX0cCeHf0ID0glzSThUS6llDlQZEI0QigM0jKAUrDdAl1LMdFIu+p/znYsJ1ZVLcrCJJksXSuaFgIh+MQJR7DxFb8RnwXS9ZIYLYr+Et7l5va1uKVZjqNwpEChIzHIOEGELUhnyxXGsnIIRxeInIlIhDFyEjNreWV2MLhlkF8/uLH4PUKCrjwmRIKhhQCHnCWR1ZgQaRMYdIjvUGTyBkoHOyRHgBD3eWB4giI9nly8LiQGjkuc+0FIpPT8GEwdeGO6U/DE8kITBYZLQF6gUlkGtr3qfn5yC6JnGOEkEAr0XKFUrHSPh8PhCtUuIQEJ2qCBiigcQ2FnR5TwIsFxkI5B3qni02NbICMICTXxt8V/+f9ELFy4cNbKlSurSusW4uyzz550xRVX7F20aFHuy1/+8rhrr712z4FsH41GF2YymZVbt24NfOYzn+l44IEHNr+Zfb788svb4vG4c80114xqNrR8+fLE9ddf3/roo4/uX3t/P3HGGWd0nnbaacmCxO1Y4vHHH4++5z3vmf2Tn/xkc7XtnnzyyehFF13UmcvltBNPPDF5yy237HirhWJGi9tvv71uzpw5uUWLFuUAlixZMvPb3/72juOOO27fUpwHEWMpx3pYCPEvwJ1AMaNRSo1WLPlBYN+ObvBl3PKuv9vwMyGN493SGJGzkFIhpcKRygUhnmv6cNYb2AOKuG6ieYWoSkgEDhouG1JQj/GDkANNAv2JpDmKHGchhBAYIo4RjBOhg8YxfpVSDqYzSNrezbC5i1T7XlJLesjYA+zp38m6tbBpfYQd65vY/Mp4HkNRN36I5qn9tExdT/2EJMM9GUzPVCtaF+BnAzcTTEJQaIS0AGEtTFiPEtETBJsnFL87P6y4ZOZXCGtNBPUwQuXIWP0MWt0Mmn0MmoOu54qVZsDKMGjlGbSzDFppBhtd3XhT6uRzBrneMPneMJn+EBtfF2x8PYcSWahxyFVxKBaZNHv2pNizJ8XDKzehAgoVUDTXQN2u0limBbLU1pSmfV9/7eViA35ra2vFOX27ekL2BUJGepp0d3dXlGNt3bq1aIz5VsQ7kQnJOUMUyjsAIgMaM9qaWJ3udWva0RkXHsceW2MglwEVQc+W9mFwVx+KCMqSOJZDXivVHArpJmWFiMViTJ9ePikQ6ZhEQ0v5jHOODDkybMqu5DC1GJWr/vDJ5iyo0uNh5ocJbx4gM6EepQT53jDrn28nlrFGZUJGziQXYti2cdKVyahj5ovGfdpW7zOlC0By9jAv73qa4X7J5NYPgITu7CCttRUfA8CQPYhCIB1BOhcmF8ljBzReyU/kaRnmXdH1TDQEqKwLQqx5VZkQiaR/wO+2HUQJCBh6+Wy6srym5dH7iyzPwV3YpcZ0/wy/VCDRcNDIOEGwFSmzvCckSxonZhAYssCRhILBoiCGUIoNK0s6xo6loSlFRFNkJaAEOkGkssjnDZRThQlRNsJ2CPfbyGCAfB0YWZcRKkTB6G96bAHwFL0eoDQ8JsSAUUFIcmj0sWXkM6rwd7Fx3DteAtfk01EaekaQ7i23V1D9g4hddYR1i6afrUQ2NZaB6qogBFf0wS2T84BhvvJZpxwb6USqgpBk3ik6r9dGD4GQ0WJ/AALgzjvvLHps3HjjjeP9IGQs2xeis7PTerMA5O8hbNvmyiuvbD/mmGNGre/+3Oc+N+lHP/rRthNOOCH97ne/e/rdd99dc9ZZZ1VPDt7iuPfee+ts204WQMjbGWMBIWd7//28b5li9NKs7yqlfrGvD/R6TP6uI5fxQEg0REu7OystchZKei7pniqW25guyJneIBpU1OoZDE0W1XgEtvcoUyDcxOxg/RSgHIS89U28bgihEzIaCRmNNITnlb/ZBniLHClZu3lv0Szx9Wd2s+GpyUTCGonANlytAWjvbKQz2kHOyZCTOTLSZMBOYalhFN1u7bkukI4incry/bVXEAhCQEgCQhaBS0gLEdEjhPUEHdEaZhr1xI0mYkYricA4AnoDWRlk2JYkrTQD1hCD5gCDZh97hwfYuDPF9h2Kgb0GsrfKQ98Yxpg2hMzpqLQBGQOV0ejPCLavKz0EX+7PI+xSknTHA9cUX3dOyCB7TwWRABEDLUHcKPkkDfW/gsr+rii/jOZKMedypfEqkUgUDQtt2x5VOrhanX8BtIz0NOnu7mbv3vKJoy1btvyfByFZKwkIhAdChA1OodxKQVgLYjqKxfXzeWPHbvemzpWSpGRPEtUUxslbWDkLQu52CA+EjCjH6uzsLP6tY1D/3lOoaby36r7lZdqdfTerN1MMDiXLZr0LYeaHqfnLOrLtc0mPD+GsiIPjGh/6e0Ki0WjxepDZ6iBkyHSQVa4jJ58HpaGkYPjF13hDPU7EjLFIfYwNA8/QlXoNgEj3BGJTjmbnYJL5VQzZAQZMryk/FeT1IUF3XnBqh0avEy+WryqlECoJ9nakvaAqCAHI5EvnRjdCWAKCAaOszMiRFjgCR45+LRUMIoVTPJ1lnhy2V5IlFaSdEIGkwnTKwZqFSTZoEkSAaRLQYkUgUwSqGZMjlnWw4pW9aBL3DVUo9wqgkJhmEFllX6WyUUq6cske9jWyiqxP2KNQjjW37l3o4glMWWBCFIYoMCElZjUaKx2nodToOYh/8qOmtq4IQpzCdxefb25viyM1tIzGcF+5J5xppojuleRC7naytw/ZWA5C/I7p7rmjKBtdlCc2q0gY2ybK1sg7gxXvpS0FEsL9kiE5ZsPr/99FgaVYvnx54pprrmlraGiw1q1bF5k/f37m3nvv3aJpWnGm/De/+U19Pp/XZs2aNWfGjBnZ+++/f0th+2QyqZ1yyinTksmkbtu2+NrXvrZrpHP3unXrgqeddtr0DRs2vH722WdPeuWVV2IAe/fuDVx44YXd119//e6rrrqq9fe//32DaZri1FNPHfzud7+7C+DKK68cd+eddzY1NjZabW1t5sKFC8c8az80NKRddNFFE9euXRuxbVt89atf3fXxj398cN26dcFzzz13cjab1QBuuOGG7SeffHJaSskFF1ww8Yknnqhpa2szAwGfE+gY4hvf+EbLBz/4wYGXXnqpakPatm3bAqlUSnvPe96TBjjvvPP67r333vqRIOSMM87oDIfD8rXXXov29fUFbrrppq2/+MUvGlesWBFbuHBhumBYePPNNzdcf/314wqO6QXTxWg0uvCiiy7qfvDBB2vD4bBcvnz5xrVr14Yefvjhuueeey5x3XXXjb/nnns2gev0/vnPf37S8PCwftNNN2095ZRT3pKbZr8gRCk1eX/rjFj/f96Kdd7p4WdCxk1yS2u0nI2UEkcWJHrdB4lCkMt7CWLQYXKwl6BmY8lCYmF7bEgJhBxMOVYhDoQJebtD1zTmThvP3GnjufAjyxhOu34k9/7pUW74jxuK6+Wyk9j+6DksPWwyR8zpIOIVjyulyDlp0nYP19ctpL/PTcRni8MJxW2ycthr0M8y7Fj02TkslQOqs6I6DgHhYAiHoBAecAnSoEdoq49zTFMN0cX1xIxavrhK8OfXyrdXmxXBF2pINIHRYOJ0pMmGLXLpAKktpTFPFyGUrwv3wRdLAGFtoJMznj6SeXVp5tcOckTtVhKhoiEpyYHVqOSXK/Y9N1gqnwpZ1xGNCFIe0ZHe9RlqahtBc4GLEHHQEqSHK12w0+lhlJIVIGT79u0VoGXLli1Vj+PBxsFK9L6dIGSgIG9bSAyl679RWBbWAgxbOU5qX8TPnT+6de5ewjNuSit7Nu9Fb/BKsbIW1Ai3nMYzK5Q+MBqPx3nf+97HOeecw6svr2bJrONpO9cisaGeX1fZN0u5xmwqX71evXtPj9eoWx55mSZHBi1l0fBcCC0ZIBhRaDbYvnKs8ePHs2mT60kkc9WT+m3pJHaVx41j5kEJkhu2sm71cgAyDNOT2VIEIAA79jzLbHU0XUOjP7MGrSygo6RAOhppS/B8/xQiAZvFdVtdx3pAc3aCGsC2NOQoUsP+0PUglseElIEQZYMEW1YvN1LKwla6ez04AqW7Sa/wZI9dt27XrNBBkZNBRF56je7lkc31U0sj8UAAKQTSlsUZeJTC6Evxxl/Ww7hahK3QlEJTGjq6+/VKwzQN5KhMiOev4f2fnlPYPhBS6DcTIoCOxPRcaNxyLFkBQmLRUl6UHBpbOVZjUxN797hjTaEnRAB6sTHdLccSjiC1t3xMscw0UUchfODR1vbBhCir2LzvUnHuclVlwk05FlJC3ql8HqQtr2fFAmkeUA75N4mv/frBjo17et/Spr1p45oy15zz3kr1klFizZo1kVWrVm3u7Oy0Fi1aNOuhhx6Kv+997yve2D/84Q+7fv7zn7f4nb8LEY1G5R//+MeNDQ0Ncvfu3cZRRx0169xzzx0crcSowK6sX78+eMopp0y/5JJL+n73u9/VbNy4Mfzqq6+uUUpx0kknTfvzn/8cj8fj8ve//33D6tWr37Asi8MPP3xOAYR861vfaobRndMBvvKVr4w/4YQThu66666tvb29+uLFi2effvrpQ21tbfaTTz65PhqNqtWrV4fOOeecKa+99tqa22+/vW7jxo2hjRs3vrZz587A/Pnz515wwQV9ABdddFHH008/nRj5HR/5yEf6v/GNb+zZsmVL4A9/+EP9c889t+6ss84aFYSMHz++eEFPmjTJ3L17d9WOumQyaaxcuXLtr371q7qPfexj0x555JG1ixYtyi5YsGD2M888E2lra7OvvvrqCStWrFjT3NxsH3vssTNuv/32uvPPP38wm81qy5YtS33ve9/r+sxnPtP+ve99r/lb3/rW7pNOOmlwZHmZbdti9erVa+68887aa665pu2UU05ZP9rxPJDYLwgRQkSBy4GJSqmLhRDTgZlKqeX72W4G8COgVSk1TwixADhdKfX1t2LH/9aR96ljNbR4g7xpoyQ4niwluP0gUgnyeRsIoQUlAWETNUyXwgfARvNUsqqBkLezHOt/I3K5HMuXL2fu3LnMnj2bdy+Zzs3fLa/YGz+hgz889hp3P7iKgKG7Du4LJnHUYZ1Mm9hMxIjT1NhaBCFzg59k9sTqM/SOssk5w6TtQdLWXoat3aTtHtJ2H2l7gKwzTNZJkZc5Bp08ectGkgJSuArUbmwZqCwVndS2idlzp9C1q5nuNQkUQQKGZFabRTpgU0j529qCpLIGnmUA1s4SGBDRRl7ZHmPlrhjKaAExA3NDK3j6Xy/ubeU/ui5ndkOUlpBOnQ51hsOwfSOwAoBQbCHR6G5SXjNxJrWdmshmUK4QgPL0ZtMpn221F+mhdai9s+jbW14WUY012bDmflRmPGixMlbGfR0HQgfU0PlOZEKSZgoIoIvSfZs33S51IV0mZE9uiEX185DOn90EyHSTpI7ZE9i1aRe6ZSOkQtluWZeexdXPll5S5kUsFsMwDH71q1+V7cPGxEa+TGXvlq1Md0ZjFHWs3u7+qkwIwB52UNc/l9pdilyDxA7raI4qAyFtbW0lEFLN/E9m2ZOVyExlMmqZeZQU7H3q+bLlI80BTSsDCvYOVwc5AENmDoh5s/+uSd9wPkwkkHIN+9CwlSJgub0EytFcEOTF+HFt7N5T3hSuYyA0txQoEKgEIZoDjqos03G/IO+WY+UVgZSDDIAMus3nhaZo21HYUmArRU4aiKyFKtP+c6M51U8w2ELQ0DGFwLY9FSylUI57n9oF0GuBchQ6EMBASYWlFLalo6oxITgI6bjy0t5XGyY4vnNcEMEQ6BhCYnrN4gKPCQHQSsUJ8USJdRhMjX7OMj4hg+aWkmq/Y5tFtkhzbQtdEKk0hAOpgfIxybJTro+KXQIeTkIHr70mHA6XnTupbPSsg5HWcEIgAp5YQBUQ4kgbZQtyTmXVS9bGLcFULkg9FPuP+fPnp6dOnWoBzJ07N7Np06bKZrFRQkopLrvssvbnnnsurmka3d3dwZ07dxoTJ04cdUDPZDLijDPOmPqd73xn+4wZM8xvf/vbLU888UTNnDlz5njva2vXrg0PDw9rH/jABwYTiYQEeO973ztY+Ix9gY9CPPbYYzV/+ctf6m688cZxAPl8XmzcuDE4adIk66KLLpr0xhtvRDRNY9u2bSGAxx9/PHHWWWf1G4ZBZ2entWzZsuJA8rOf/WyfoO5zn/tcx7XXXrtT349P2Vjj1FNPHdQ0jSOOOCLT2NhoLVmyJAswY8aM7KZNm0KbN28OLV26dLitrc0GOPvss/sff/zx+Pnnnz8YCATUxz72sSTAokWL0g8//HDNaN9z5plnDgAcffTR6S996UtjPu/7i7GUY92Km/kc7f3dhWsYuE8QAvwE+BJwM4BS6lXP6PD/BgjxMSGi0R20hWWXS3sV2BBEyWws7BDSbI5o2M7mfKu7mjKLfSHw1pZjvRNAyNVXX811111HOBxm69attLa28uyzz5atc+mnPsiZZ32MV9Z1uaVbr2zlB79+kh/8+kka62IsmT8JLVA6DiP7GfyhC4OYUU/MqIfw2Ig8S+bI2EkyzhAZe4CUvYffWl8CyscvQ7dYsGw7M+Vm8jmDnj317N1dz95dDWxaW0pAskMWdbUWhbTIHizNxCUaajCG3VtPaAotJFFa6bclB3P8fOUwMISuSwJBm3DIYvvuweI6vxoIYwbCgJsI/Gn4Ama1znRNJAM11BkGUc0mnTuM4tPci3Q2CrHP0zf4VWD0JANg5YonUUP7YkMCKBEvMjB4DAy+ZaK4LEEuVTKOCwYslBwCEUOMpt3qxdsKQuwMUEtId0tswPWbIAgoQW0gyrpkF0EtiHI0NAXCskirYb7/yLXkybM490GistH1L5Cg5wANGkJhtvtmpf1lJf6YMGFC1eUONko6CLM60OvZM1wqfxkRe9hOY8YBzZvFVyAcVZagtrW1FV9LM0/OsgkHfJ4ssp9UPoqdqXyOq2QalIbZN1i23HbKGQrLTqMpRd8oPScAqQKb48nihoQkZQZpwe3NsJWOjY2yXnUNSi2B9JW5tXd0VIIQLQjCnS0PjugJcZQFUmHLUUqsVQ5bCsJbNUJD7vWWazAQUism2FK5AMRRNqZM4KSqV39s2bKZOe0daKLWVQkzbYSCwd3r2fDCr6kxmlg07sPgSITjUj4abgIvlYYlJbYVqN6YjkMskGKIeKH2F81U2D7gW+g3E8JA93oRg5qGLoTLVIg4QpSeGbFY6RpNpkZ/fgwPlyYtOtpL16/0XY+GJjy44zqmy6yJPcKF3ZQeCLFKIETzsVzhcBhN04iES/4lWsrEyHpsecQtq1JW5b5Kx0TkBVmncoIl78nzCgWBwP9Ow++biQNhLN6uCIVCxYecruvYtj3mGaibb765oa+vz1i9evWaUCikJkyYML9Q5jRanH/++ZP+4R/+YeBDH/rQMLiVEZdddtnuL33pS2XNi9dcc82b8q5TSnH33XdvPOyww8oGqcsvv7ytpaXFuueee7ZIKYlEIvtVad0fE/Lqq6/GPvGJT0wBGBgYMB599NFawzDU+eefP1hYd9KkSZaf+di2bVvQz4z4IxwOK3DPRzAYLJ4fTdOwbVsEAoHKmREvDMNQBSbKMIx9ns/C9xiGgeM4b5mU3FhAyFSl1NlCiHMAlFIZMbapz6hS6oURq77FAv9/u8j71LECBd1J2ymr9y2UYilAejOZIqgICYgZZlFhRwgHgYWG83+uHAvguuuuA1xgdccdd/C5z32OnTtLs2Hz5s3jIx/5CKGgwZL5k1gyfxL/77zj6elP8cJqF5A8s3Ize/p9PRb3PUWscRLzpo3HeAtmsQJamNpgmFpai8u03H9UrNfOkVw+606UkuRkmszcJFnHBS//k9/MjzwJL6El6B0IA69VfMa7T9zFpKWPs7evjr199XT31ZGzSgmSyGQZp4ZxApDVAmTNALlsiFyqNF6/0BUkQ+l3/+jVh2jIvkRQcwjoDrqmCGoB+oYqZwCH0hYvmsfTP7BvAAKwYrWGrH8QXcuASoP0JJfVMMhhVFF+ubQMpwu/LLPyNZnmkyXwGHLuRnU/BoASMbc/xs+2aIniMl2uLG5n5dag8k/71imwMuGDktlM2VmglpCmsL3hOp23IA5hTSeuh8maFmuTe1yHZuUyIa/yLOmMm8TuSK9mppxZBCECUBIiAaOsXMqfCPsjEolQX1/PwEBl2Yhj58EWSCkZWbrQ253D9pkAHnP0MTzzzDMoFCmSyFQaalxwhHR9/0aWYxVC5nIkcznCgVISajn9ZM0QThXTOpnJ4dgKe6D8GrMw0TQd6RmYSuXO1A+mR1eiGrYcr3zV/XtCuJ4tuUG3HUYaHhCxwVqNiUA5IH1JZ2fnRF58sZyRMUTA1RoQEAwaqBGz6cIBu4p0qxt58jKAlitdT5qpiklrgXWwpMCUOVJ2FJWrXrqUJePxAe622bxFa22cJ1+9H8tO02en2Tq4golNJyBkAMd2+5MEAkcJTGnj2OGqPSHglhwVmuUFAt1UOLKSCdEIFEFIVC84qAcQWjkwTviYkFR69OdHyg9CfCDacfLe7JtbigXgSIWjBM5wpVCGlXdBSK5/L9vVChoZX5YpFJ5/0Vi0BEKSObSWKISFazjogKzyrJPSRuQFObvy3ORsrXgeA8ZYUqFDMZYwDEPl83nhBywAyWRSb2pqskKhkPrDH/6Q2LVr1z5n07/5zW82p1Ip/Rvf+EaxPOH973//0NVXX9128cUX99fW1sotW7YEgsGgOvHEE1MXXnhh59e//vXdlmWJhx56qO6Tn/zkfhmQQpxwwglD119/fevPf/7z7Zqm8fTTT0eOOeaYbDKZ1Nvb201d1/n+97/fWBCXOf7444d/8pOfNF966aV9XV1dgeeeey5xzjnn9MP+mZCurq7VhdcFVS0/AAEXhMTjcfnXv/41dsIJJ6TvuOOOxs9//vPdFR82hjj22GPTV1xxRcfu3buN5uZm+6677mr43Oc+t8/PisfjztDQ0P8KMh/LnWcKISJ4t6sQYir7mz51o9dbt7DdR4HKAvW/0ygyIdEQRsBLBm1Z1nAIeDL/bp2zAIJBCOkhIlopMdGE8kCIRPwfK8eSsrzW1nEc1q1bV1SKmjx5MqtXr662Kc0NcU49fh6nHj8PR0o+9JFHWX6fW7L08JOrWLnDIBoJsnjuRI5a0MnSwzppaxlFfucgYjTHdAAhNCJ6goiewLWah9bAg8X1Pnni8QQjUa56/sGKz1i54mQ0ZjJzUpiT5mg0tQyzvWs7n7refV/m8wz312A77nVVH8vQVN/PsExRmB8MhYFA6Tx3bUvQFxiHbkg0XRIMWsRC+WLvkj8ymSz/teJ7Y2IU0uk09738KosWHEFdoJ1EKI4uSmPT/lJ+pZSraOSBlLz+LeDHAIRrT0YkTnHLxwrgxgMuqGGwdnnbpTBkaVy3U39EDTxX5duMA2BlaiB0HEKrIendIyFdJy3dFmR3vyEkDMKae5xf7N0KUiAchbRM0pQS2AF7TxGAuLe2QgYFmZSJI/fPhIDLSlQDIZaVRdiQk1miWjmIGRqwcHwZW+u4VmLUkMK9TuXG7TC/DeFoaA6u+7ocjQlxQUhrohyE5MwgTqYyeXSsLLbpYI1QkcvW2DQEGunt8z3nHMlQbvS6+4xTeM+9ouYmZrAl9yKmo5OXBja6+yudneSoR2VsCgOtJgxaW1srPlMXARAC5TEh+ohyLOGAVaVXAACVI+sEXUYLkBoYjnKZCun6wSglsKUi6wyRdRJVS9YA8loGTXdBgpKKTCbPl845iQe/WTo+u4ZeY7J9rJtMW5pnhihwFOQc0+2B8YGQuro6Bj3PItu2fb0qCs0uL7nzMyGGNyEQ1U0CQkMTOojy54v/Gk2lRhc2SaVK10SLvxzLx4R4+lVkHQcQ2MnKMdXMp9EdWL/hD6TpZhfbmJieWXy/ULYZi8WKfWzKNAkNKKy4NykgRdWeECktdAuysoqcs6N5ssuHyrHeyjjvvPN6Zs+ePWfevHmZ+++/v0ijf/rTn+5///vfP23GjBlzFixYkJk8efI+m7q+//3vjwsEAmrWrFlzAC688MKeK664ouf1118PH3nkkbPA7TO54447trzrXe/KfPjDH+6fN2/e3MbGRmvBggXFi3MsPSHXXnvtrosvvnjirFmz5kgpRUdHR/7RRx/deNlll3WfccYZU3/zm980nnjiiclIJCIBzj///MG//vWvNdOmTZvX1taWX7hw4VvSpD1r1qw5hX6aH/zgB9suuuiiyblcTpxwwglDZ5555uhOyfuISZMmWf/+7//edfzxx88oNKaPFAQYGeedd17/Zz/72c6bbrqp9e677950MN871hgLCPl34AGgQwhxB66r+QVj2O7zuNnGLCFEF7AF+PhB7uc7LvIFdaxIEN3QXdrfcfAm3irZEI+9MnQNQ0SJaaWB2jUqlK6e+lugjuVXSfpbg5Bdu8pLJGzb5rXXSuzAggULxvQ5uqYxZVJptu1TH1rIshNO5zmvdOuJl9z+jY5x9Rzl9ZIcMaeDaPjgSxcP1DF9JHBsaWmuut6HjlvKa7sH+PXD7rGJhYIc1jG3tELeYuUXL2PNnm5e2LGNF3fsYFVXD5nh0oNyWrABOx6k4M88p76HfKKGvkyEbCaEmQkybAXdfgKAQv2p47oIb9409kmOb/7xf5ikZgFuLXnCCFMXjFMXqKUh2EB9sJ66YE2xFKzeex3RPWZCRIEo0IJp1xU/NxxfiIh9Ctg/mDFq/5OC8rcd+Cii4dMVDIwqvk6VAI2zu2yZ8k+xxi5BJL7IoOcHYqB5cp9uCAkhzcCWENR0Xujd6tbyO9CfLlf4iRIvuJQSGnY/Iz1OkM7ky0DIaEwIuCVZr7/+esVyx8kjbMg4aaJGaftczsLOqDKZ2Wg0So3eQMqrgU+ZfdSbjtfI67Iho5ZjORa7h4aY0VzysLFkH3nLwM5UUccy89CVrOiDsHQTwyg/o2YmSSY3OgDLOMplmQr74r3O2wamNDz3dIOgtBmko0zJy9CCZZLVhQhqYY9+cHtCQnplY7opq4OQ7mwPltIpWDpZMUF40EKTAV/CD6ZnCJmxQji5EiidPHlyUdQhQ8od25VCSUkmZ2FZ5axQSg6gIxFKYdsC6fmEOFKRk3l8uBFN6MTj8SIIUU7AU+1yAXSgP4/tK2cq9oQIHVO5j3xdJAkI0NEqQEhNbamSZF9MyLBvkqa5uTTWOXa+yBa5ExaCYY+1soerXEdOjmx2oOixopDsGi6ptBaYED84UrZVbEoXCqJYVXujHGkh8pCXlb/DcrTi9qHgIRAyWmQymZUAp5122vBpp51WfCjedtttxabCF154oais4ikvdY3cfvz48faqVauqyvUW1pk5c6a5YcOG16GcMfDHVVdd1X3VVVdVzORfd911e6677ro9I5ePBj78vycej6tf/epX20auM3/+/Pz69euLTfYFVSlN08p+/8FGQb2qEP6G/uOOOy5TOBZj2d5/7Ea+d8kll/RfcsklFTXsheMO8KlPfWqg0Ij+3ve+N71p06biZ/nP7/jx4+3Rzs3BxFjUsR4SQrwMLMW97b+glOrdz2YopTYDJwkhYoCm1GgdgH+fkc/m0Q0do1A/rWtugucNvsLrBXEnpwSBPQpjyESsNEhOaKQmUkpmXaPCgl/5W1uO9XZJ9I41NmzYUPZ3T09PmQ/GvHnzRm4yajQ2lrTsh5ODvHvJdN69ZDpKKbbvHij2kix/3G1wN3SNw2ZO4KjDOjlqQSfTJzUfULnOgYKQamaF1eI/zj8NTdPoG07z0sadvLBxJy9t3InQXS8A27b5ws33sHTOVN41bQoXHXUUmhBMv+lGClMSw/kaBvKl8yy6p3L2ktM4on0cExpCbBzezYub1vNV730tHHQrJLzZ2uTmfbMgwcY4Zp+bMAyv20v9qW1EDIug5qAQmLbBDjPAhuEAWRmgcPX6IyAENUaAmkCEukCMukAtq7pXFd8fUml68v3UBRIEtFGstAv7Eyw1sTuqDhE8smKdMbEy5F3A0nemC1CAIa8sMrdHELa0ooGdUIKmUJSV3buYOqGZlf3bXU8MR7E3XX5dWyqP5hnQle2To1xJUS/2xYSM1hdiO1k0U5Cx04XhAYCtW9xnq+0DIZFIhDqjiV2OmwAPO32IQq+BVyY2sjG9EI5jsitVfs1bTj+OY+BUASG2kyOwufJRIHP5ChYxuWc9teYRo/xyyDoCH/5jIJMDBYPZOFu0Bo5J6Oy0LfYAmtaKypSSykgoUhWExAINZT0hQWNkY7oib1e/nzeld6CUwPC+RuRMjF3DxA3ItcS95nlRnGTKOwbSV461cOFCtm7dilKKrEy7JYkKpKOwbIfkcJZgKIGZLx1vy0mBqkUogXTA9prSAaRPOSpgBMompiyzpOQWSDoE9w4jzdK+FJkQAgw57jEI63kMAboQFLypChGvKYGQTGb0cSLt64Hxm69Kx3bLwkRpQs7yGHF7uLL8LW9l6OsvF9qxfCpjhedfWU+PnUfTKNRZcFhsF2+oSqbNcUw0C3JVlMUsRysCymBgLPOxh+JQHIq3OsZ65x0PvAv3lg8Avx9tRSHE5aMsB0Ap9Z0D28V3ZuQzJqFIKQnUdL1UelR4mHpMiEQQGJJoeRB/1fnGX4+mcfww2ekQmJVFzJPohTTu/1g5VjUQ4k/u586dO3KTUcNfv757t09tSggmtTUwqa2Bs045AtOyeWVdF8+94oKSH/76SX746ydpqI1y1IJOjjqskyXzJ1FfM7raoZSyqtHfvhrixwJCYrFYsa6/MRHjfQtn8r6FbulB83f+pWgWuKVrD89sdJmSRDjEEVMnkPRJnP7moo/z+Vde4M8b3QmK4VSaHz79PFIpdCGYPa6Fab7Zvbb6RmzpsMcDIZ12hErdrFI0HjaT3Y+4Slx7ew2e7Z5WfC+kW8SNPPGA+6/GyBIxTMKGTUBzAA1HadhKYEuNYcugL2+QkwYbfMo4f+p7nHUr3PKKiKZIGBoJI0CtEaI2EKcukKA+WE9DqIkBq3S+D7Yx3R2DwqCHUfo4kO5k2rCXw+d7FeF+h5qteXJ1GpnmGM3hGK8PdbNAtDJk7UHJCCpn05PfWvbZlspjaIJAygEBVsIbWm1ZxlTsiwnxAwJ/2HYOzYbMiIS5a6c7i+83Q4xGozREmosFs0Oy3214lm6ZDqZdVi7jv6ccabF3xEy15fRj21pZ/0VxfSePlRmsXJ7NVRhobnn1Pmp3d1b9fQB5z5yvEA9t34RuRFB1WTYnmxlsTdAWGMQGknakTE44Fo3R0NBQ8ZnxQBMIwVkfOIL62qgHQt2Q2GBLBvLV58byTg4FaKZbzhXw+qf0tEMoKUmP80ptPfVD0zFwfA7u48aNY8KECezcuROFImMPE5ASx5aARu9AJagbTHcRVROKSleOrYrJu8qWEuyAEShTi7Js032QK4js8RgHVTpfJSakNFEQ0U0MoXnPnPJxsMYHQnL7ACH+c+wHgVLaaMJ1StdGTA3IwSoN4k6Wvv51FcsLUR2EmBia158D7Oqr/ow07QxRG/LVAIrUXL8RIHQIhByKQ/E3ibFI9P4QmAZFGftLhBAnKaU+P8omFaoA/xcjnzUJRX0z0XppVgUolWPhAhEk2FGN2AWSi9RMHn3iCfqebsF8IsHzkQa657ehFm/lpHcb1Eb/76hjjQQh3d3d9PSU2NHJk8duQzMaCBkZwYDBkfMmceS86g3uf37yDYSAmZ2tRZZk/vTyBvdMJlNMWnRdL/aw9Pb2Vm0QhkrgWA2E7GsmvLa2tghCvnfB+6lrbeOlTTt5ccMOXtq0k0Efg/T13z/OoM+1+5+OXsyHzjyTVV17eGlHFyt2dHHvy6uK7/dbNmFf8+W74408NeqeQLapdKwDGZ3F4Tk0RMOEggIpLHrMQbqyg6wdHMbxJXcaUBcS1AYUiaBJ1MgQ1oeJB4aIG3nWUUqkx8fTTIr04ijDVQFSGn2mxu6cTl4O4vga7zf2vlp8/aedD5B7cYC4oVFjGNQYIWoDMeqCCeoDddSHGmkMtpIINBPQ6zC0OjQRKWfBtGaw3RK+jCw1qAb7TLAl4UEwt1qYLTYIKFb/OJDeur4syQOwyIOnjhccdlwQohTCLJ2jUChUpvI1Mgoz1iPDdvKEHEjZg2XL02l3jPCrREWjUZpqxoO3aloNYuaG0J0YgWSewN4hbF9pyrhxJfdAR1p0Jctnqk2nB+U0V3XrtqVJfrgSlNu5dFnCD25i2r9udCPkvNSK5VifXbCEzckB/rJtA3bOIBCxeXRwBrPDOxACduUdVM7/m2NVmZAPnvs+GifN458+cQJCCIQQhMPh0tiatRgYxRvFklmUEggLELiO515oUnhGUC4AkQjytoGTL0/KOzo6igIceTuNcpQnxavRN5guk24GGM52E4WiIaLtSExv3JGZ0vePZELyZh4DyA31ENoxCCTKSgD919WE4ABdZj2GUBjKcp1IRjAhCT8IyY7OpOd8oKsChCDQPCFgf7Wek6oEfabKIemrWF6IaiBEFoC399nbe6uDe9NKE7cg51QKBDlS88whIRQ8BEIOxaH4W8RY7rwTgdnKe6oIIX4BjFqnppSqlBT6Pxj5bH4EE6LhOKrMUVdRoOu98iwBteOifOToORxzzH/wuQ3HYm8MU7PJZufrrfzohUncfNMaZs8ZOmhTN3hngZB168pnuHp6eti+vVRKOXHixDF/1lhByMgY2eC+bks3z7/iOrj/8v4X+MW9z3sN7h0uU7KgE81nYtbY2Egul2NoaAjHcRgcHKw68zoWJqQwK1kt/AAlk8kwozbOB46YxQeOcPsxEtd+gcI84s6BNGv3lOrZf/7Qc9AxhyOndfBPxy5D0wTPTOvgmO98w9ufGBnftXDzg38tvj7upJN54uGHyvbl2x/9OJ/+ravCHbQlGwYG6NpRSlAbw1FmNUzgXc3NtCXiJMIBhO6wO5dkZ3qArswgO9MD9OWDQF1xu90DWymWC2vzqdOPJBGwiBtZQkYKWyXJ2ENknF5M6Rp6WkonGSmxUpq0yStFyoQdeYkpTRQWbuZdamA3hENUyxPT8sR0mxpDcGRNjnHhBO2BWuqkC/gyVilRim0YgICB0xhHTylef2M3k5bUMZAxXYRlC7J7KkqHsTAxB9PQkADNAzsKpC9R889eV4vR7vPXdy5nwfBhpO3y/oV02k1i/dKkkUiE2kQttTSSpA+FYkf/y0wefyqB/hxKKaQqAYqamhoCgYBXtqnY3F1eam1aO5BOy6ggxNxbyaeZVnWpWnsfCa0pS+VYH5u5gEk1dZx2321sHupDhYdIW0FWZDtZHN3K3my+nAmJxZkxY0bFZ1582dl0Tp9UtiwajRbHVmVa9OWq75MpXSZEmAIlJSqZglgUlMIYdNBMrWhGa0sdy9FxfH0YdXV1ZeWjeSeLtB0cx20i6e5PVZhMDmV7aC2U9EnXhyTneKphvgmHYDBUdi3ZjsXQ0A5WPXETAEe0ftjtecFtDPcn7x9sfJ1nMx3ee2kPhJRPcvnHqPw+mBDT59PiBzpKOW6DPAV5XuUtBztdCUIUkv7+0Su8q/WESNvE9SFx+2CkWR1M5u0Uwlb0ZCp7Ax1boDtuY0k4tO9y0ENxKA7F2xNjASEbgYlA4cnb4S3bZwghwsBFwFygONWilLrwwHfznRcuE1JKGnRDw7YdcCSggzcDpHBnynBZeOqCrkpPXLcQYUVgXpY5x2xlfnAHzbvirFn3WZ5+xpdwaQY/uPEhlh49ncMOm0gwtP9T9k4BIXv27OHBB8vVobZv315UODGM6qo2o8XBghB/6JrGnKnjmDN1HJ/6yFJSmTwvvbbd1+Dudl3UhspdruPxeLGXpbe396BByL6YEH/vjx+EFpf5mJY/XPWPfK57NT973ZUl3dXbx7fufdzd92iYxVPbiQ6XevRmt7ehlOKpLjdJj+RLn/ValTxjYlNJ7aYzHOPpj11CMp9jTX+P+6+vmzX9Pfxy7SvkvQTVEBrT6hqY1dDMcY0LmDOlmYk1tVhY7PCAyXWBh4pe9uuzebZv8fcMBmgOdTIhVk97tJ62aIKmSJCmkI5suo+/sgqAKeHxnNF+BBnHlUdOW0Mk7SGG7SyW1LCVXgQvltRJqTCDps6mXIDdVpb3179BINxMnZZEqTxZrzZcWA6aJZGadGW1C2RXGvKGdM0LLaomPBLp1qlnTGTCHRd0BCrvK4uJ75skXrJkyajvbXzkVoZynWXLMmnT3U+znAmJ1OSZyDRWe7PLOwdX0SlPwUiZZaVhoZDrvxCORIq9Y2t2diGVchupgZy9B6SGqlIC5yiTHJWAYyRLVFye30dCKzXoD2JkNWpCrgHmuTMP4ytPP0TUEVhSY9CJumxZ3gSzvMRt1qxZzJ49mzVr1hSXt46vtA6IRqOlkkrTZChfOUPu7o/LhEgTNr98F12p1+hML2RKwwfQcorwkCDrMSE5aeA4Go7vnqoEITmvFAtQsLennzKKAEhmu9E8hSuhRNlkFj6wFAyGypgQKS22bi1NIry8t1QtHQqWy1aHBa4pJ6CTRROyAoSUlXqZo58zy1cGGIvF0IWO4/VT4ThoIuCpiPm2yR64iFDVciynYIjoghDy1cFk3k6hObA7Fce0uwkapWtCSa3YwxU5xIQcikPxN4mx3HkJYI0Q4gXv7yOBl4QQ9wMopU4fZbvbcS2g3wdcA5wHrBll3b+7yGfyBH1MiG7ogIOWl6D0Yq1qYbZMKFCaoDHk+iBEhEPBRUQI0DXFjGm9HLV0Oh86cxY/+8XnAAgGQjzwp1e47/crCIcDHLF4MkuXTWPJ0qk0NVVPat4pIOQHP/hBmUM2UAQg4DbiHohraEtLC0K48qk9PT2Ypln2Ww8m4tFQ1Qb3+//0SHGdvQM54rHSg7m7u7vqzKu/HOutBiGWZRV7IXRdJxAI0FRfV3z//Hct4ILPXMSLXpP7Cxt3sHbFC8X3dwxmSPiUwmK+xPVDiw/nvo1r6PN5t1z8uz8VX+/u66M3laYpHmPp+A6Wju8ovudIyZahAdb0eeCkv5vn9+zk3k2lW70pHGV2YzOzGpoJO6Uh57vLzuHo957IzsyA+88DKjsyA6zo28afdg4hvURtYEupcXX9gOTFnsm0R+tpj9XTUVfPhFgdcSNIzkkXfVuyBfNJJ0nWHuKBvRvYnlF02e20OF0us+H0kHc0jKSG7s36Csfr4BYQCOlYeQdpSxyhIfLV+yMAojUQCmgMeslRIhQi5bv/YvHR+0EAli1bxmWXXcbDDz9MR0cHf/7zn4vvZQZ28YdfPco//OunAXj1uY3c990HoDlewYQk6kyamUCQECZ5TCfDUN9Wmpx6BqeEitNJUS+RjURiDHsAO5NM89jOLZzYMQWAtD2MkKCcSo8PiWS4UPc1hpDm6EyILTUYCKIDz27ewW0vrmRaswv0bdPAlhp5GSAjYwyaVpkcayE5veWWWzj66KNRStFKe9n4PHJdd3/yDI8yPJoyjyMFeza8yo6UWwq4NbOKKfL9CKVcYSYFjhSY0kDaWkU5lr9ZO+9kcayC4AF091aWsaXzg0gni5DBMnVFqQTkSmAgHB7BhCibfL6630kkVA4wdE1HQyLRMIREx6kAIX6AY5uV5x1ckQc/kxOJRDD0AE7B9dxrTheAVAora6CHbOxcCYTomo4jR/eOKf3eUcqxlCsegaIMpPnDdNIICb2pBNsGv8f0pv8EIO/Yrr+IB0IOMSGH4lD8bWIsIORrB/nZ05RSZwohPqiU+oXnlv7kQX7WOy7MrEnYx4QEggaovGtAOEKe1ymCEGgK14KII4RbLqK8xj1NSLeKQ4TLktm6+gS/+8M/s2rlNp57ZiPPPbuRZ55yE7IZM8dx1LJpLF02nekzxqF5ZSBjBSE9PT08/vjjdHZ2smjRooMyettXPProo/t8/0BKscBlTlpaWti7dy8Ae/fupaOjYz9bjT38De6tkWHu+J67vLW5kbxTAktf+M/bOf2Dwyxd0MmSBaUGdz8TEolECIfDBIPBsnOwr3KsfYGQkf0mQoiyRCSbzTK+vobTj5zD6UfOAeCmW3Q+e99P3fcd6O8vJQCbt5VK4pZMm8r5t9/OCSecAMDnv/JVaucs4Bvfd9/f2dPL0Tf+mM6GOhZ3TGBR+wQWdbQxqb4OXdOYVtfItLpG/mHqrOJnDuayJdbEAye3vbGS7XtLks3XvPQEx9bozGpoZk5DC0snTqUpUko0TGmzO5OkKzPIHRsFP+R+APKmyQNdr5O0yn0ZagLhIjBpj9bTHq2jPTaN9mg946O1hIxVfHf9LWzLKaYGBrENRUD2YEodPa9hFMz0vEZuYbvllY6jSJsWuWyIkC1GBSHBiEJzSrPd8VCQIbOcUdtffPe73wXchNoPQgAeufMZ+Ff39ZZ1e7DyNlhORWN6vM5GExqNoo3d0lXJ6tvxCvXhRQxOrgHvtoxF3WNd1iw/lOXX61/miNZxxHSHAcsBKaoyIUCZV8r+Qu5Dqc9SpR6rbz3yJLuHhnll1x6mT2tkU6YbW7p+IY42iYwVRJkltjgSde+bpUuXcu+99/L8889z6aWXVp3g8N8zyrJIW9XHPEvmyWcMtrxROgcSxzPii3v9fy5AyEsD6WjY5j6YEDvrMuUACoarmPYBZFJ7PIUs9/MLzux+5icSjlQwIcFAnHS2Uom0cI4LITDQCyAEB13ZFSDEPw7ZozAh/jFNaDq6rmMYAfK2V+rm2B6bJtg9nAFCGJaG5QMhU6ZMY8PG0RvSR+5PNSZEFcQMfH5I48e1sXuPO87kbReEDORipM3SREYyn3NLpwtMSPgQCBktFi5cOGvlypVVpXULcfbZZ0+64oor9i5atCj35S9/edy1116750C2j0ajCzOZzMqtW7cGPvOZz3Q88MADozeQjSEuv/zytng87lxzzTV7R1tn+fLlieuvv7710Ucf3W9lz/6iYDpYkLjdVyxfvjxxzjnnTJ0wYYIJcNpppw18+9vfrijtWLt2bfCss86aMjg4aMyfPz9zzz33bCm4lr/dsXz58kQoFJInn3xyGg7s9x1ojEWi93EAIUSNf32l1OgyQW4URs1BIcQ8YA9QyY//nUYuYxKrLT3QAkEDUBim7xrxqGhpug9YpUFrqB4hdJSIEdQcLOk+KDWfOtbIhDMUCnDU0mkctXQa/6QUWzb38NyzG3n+2Y388hdPcfvPn6K+IcZRS6exdNk08MmljibRq5Ti3e9+N2+84cpSf/azn+WHP/zhW3JsClHN7M8fBwMgxo8fXwQhu3fvfktBiD/8+z5zajvjxo3j1k2r3H2oD/Lsys088KR77GZNdhvc+wdKCVk0GkUIQWNjY1np2MEyIdXU0vyJyEg1IoCQKF2Lpxw5j+FMlt9tcuW98z7zuRv+8iKnhtu54ls30mDAFz77jwwODvIN7/2EJrjyxGN5aUcXD6/fxN2vuC1hTbEoi9rbmFWbYNszT6Bls1zxpS/R0NBAXTjCsraJLGsrAU1bSpb++C5WeNWcTYkantm1nd9tLEqj0xyJMbuh2f3X2MLshmaObOpk6/jpFK7Oo5um8KsPXMmQlaUrPehjUtzXG4b28uiedVi+WVYBhPQADdEQQ+EwvXaClExSL10mBAWxJzcjLR0tkXBr2iU4tkTakpRlghBotkDZ1UFIJjtMVDiuJYqCiGaUGmjZtzLWyKgGVgd7S9dXKumeb2FL1zHbi0gkQrze/d1NRju7TQ+EpDYzNT0ZbXslM+NXQ2p4bpCnpq7n3xNDTIj/lkFzMkhXdrUQ0XgNmVQ5+IjEW8jnk2VN8iND7qO0x5GlMWv30DCHTxjPqq7dtAdr2TjciyM1HBUmowwydghllT4rEimNw6effjqnnz4aOV8OQqRlkraq++WY0sIcsjDN8jFMyrwrdWy5s/BSaS4IsTQca989IY7lFKhxpD1KD0NuiKDC/Q4/E+I7dpFopOx3ONIqykqPjAoQInR0IbEUGEK6Rrn7ZEKqnzP/eKPrbloQMEqJvHRsNEaUYuX1smM0deqUgwYhUubQg26TPxI0n3DAlClTiiDEdDJgO5i2Ts7eibK3IoxOBnPZ4mQhQDT05hj1/8uxPwABcOeddxYb5W688cbxfhAylu0L0dnZab1ZAPL3EIsXL07tD/xcfvnl7Zdeeuneiy++eODcc8+deMMNNzRdeeWVY3aBfzPxyCOPJOLxuFMAIW9njEUd62LccqocbmeDZxHElP1s+mMhRD3wb8D9QJyDZ1XecZHP5GkcX1f8O+T5MAhL+mp5QaBj512gIXXcciwAkSAkHByPfSiBkOA+lbGEEEyZ2sKUqS2c+/GjGRxM8+Lzm3nu2Y088fhaHvjTK+zoKpXh9PdXn6ns7+8vAhCA22677S0HIf7EOZFIVPhuHAyAaGtrY9WqVcDB94WMJfz7Go/Hy8y4jl4wniu//NmKBveuPaXmyidWbKWuaQJNTU1l+/lWMSFQnlBVAyF+ieFYLDaq38y8KRNZuWUX3Uk34XjgG7/gsAmlnpd8NstFSxdz0dLFSKXY3NfvKXDt4vmNm7jpmn/DTg4CcOvv7+OrP/4pizvaOXzCeKLBUmJiaBqar6zn6mPfy9KlS+nPZVjb38ua/m7W9PXwRn83t77+MqYHIoKaTuyNkmnrnuEh+rIZGiNRauoizK4r9QoVQipJd26YJ1ZvxK5xGFBpfrrxKWwnglJhsipISkG97ME0DYRU6HuHUOEwJBJgu94aji1xCrPQym1k9Zui+a/rdGaIYKBUcqM55cpVBwJCqqmv5X3eGKmkez0I2ykri4lGozS0uuNNY7DdbaxGMcQAWZVGDJRm/gvXYlNj6VyLjEloj+Dpno0s0ppo1NIIJVA+t+5wtBKExBs6sPrz+wYh+2BCbKWBLsFxf/cly47kC7//I4NDWfe4E0VRQ1ZlydkBlG8mPhobu3pgORNikjPDKKUqWGBLWdhDlbKuUpmuKaAEgYajBHkZcEGID1jU1tZW9IS4X+peG84oQNax8+io0jOkyIT4QGAsUnYt2dLEMqtP+MQr+pAEOu7vMoSnPzdCHcv/zHGs6iDEPx5pgQIIKSXy0rHQ1AjvHqt0PAUa48aPrR+wUNZWxoRYZskAOAuWr/eqpbWZWDRGOpNGIXHyWSxbJ2P3IXtORhv3Ov25JKhSOVbsEAgZNQosxfLlyxPXXHNNW0NDg7Vu3brI/PnzM/fee+8WTdNYsmTJzG9/+9s7fvOb39Tn83lt1qxZc2bMmJG9//77txS2TyaT2imnnDItmUzqtm2Lr33ta7tGOnevW7cueNppp03fsGHD62efffakV155JQawd+/ewIUXXth9/fXX777qqqtaf//73zeYpilOPfXUwe9+97u7AK688spxd955Z1NjY6PV1tZmLly4sLpCRpUYGhrSLrrooolr166N2LYtvvrVr+76+Mc/Prhu3brgueeeOzmbzWoAN9xww/aTTz45LaXkggsumPjEE0/UtLW1mYFAoHKweBMhpeTZZ59N3HfffZsBLrzwwr6rr766bSQIufzyy9u2bt0a3LZtW2j37t3Bb37zmzueffbZ+COPPFLT2tpqPfzwwxtDoZC67777El/+8pc7HMfhsMMOy9x2223bIpGImjBhwvyzzjqr7y9/+Uutbdvizjvv3ByNRuVtt93WrGma+u1vf9v4P//zP9sBHn/88fiNN97Y2tPTE/jP//zPnW8VKzKWcqwvAfPGYlDoD6XUT72XT7B/wPJ3F/msWVZzHIoEAIVmydIMi3K12a2se5iVIYgFvG20GmoNk8IEoyakx1+EyWYHi5+7P6PCuroYJ79vPie/bz627fDa6p3819d3sN7L2e6/9yWywz9m6TKXJZkztx3d0MoMA8FNWG3b3qeE6IGG/0E1ZcoUXnnllbL3D7QcC8qb02+//XZuueUWAG6++eYyudE3G34QkkgkykBIb29v1Qb3iQ98A9Mb9n76uxe47c9r2TNQnmy8FUxIIZHaHwjxszmxWGzU/pl/+tCJHHPMMezoTfLiph1uT8n6kgJUOp3mil8sZ8n0iRw5vYOpTQ1Ma2rkYwsX8Mgjj/AeD4AAdK9bw7U3/4T43AXoQjBnXAuLOiawqL2NxR0TynqECmpQDeEoR7dN5Ggfa2JJhy3JAd7o62Ztfw8PbCkBuee6tnHEHT+gJRpjdkNLkTmZ09jC5Np6ApqOJjQSRLjhhsfJxuDzZ72LhmDMVdESQWzC5BUopxvTNhB5B6FUsexIFEqyJFh2cUYBISkrx5o4cWLR5TyTSxEP215jsSKmG2XrjqUcqxAnn3wy8VicVLp0Dk2v7j3ZO8SrD610k2dLIqWfFYgw/XD3HgkGojTQQh8uc7iOVTT3LiztTyJesV+Ok0fLCzJWgJ58ghYj6/aDFKe0BXqgMumPNU1kOL0TO1XuZVKmjlTF0br4vcr14xC4/hJHTepgZl+Y3nXdqKPBdgxMGWDI7iFvjS9LymO+fq39xci+gpwTx1EpDFGerFvSwh6uTMCltNEVYINQmleOFUDZehkYjMfjZT0hZsHyXLnXkhpFzcm2TbdxvPgMETgjyuEi0UgZwLGcLKZVHYQkEuXXnFQmugiBAgOJLthnT8hoIKSMCQm4Ew2BgI8Jsd2eED8T4u/j0YVe9hv2FYWxtwx45TP0rH8RJrcTbe0g7DNOjMViNNY3kfbYXiszjOM0YKLh4CB6TqK3bxFCTSiCkGjknV+O9a/LH+xY39M79ot9DDGjuSnzzdPeu2P/a7qxZs2ayKpVqzZ3dnZaixYtmvXQQw/F3/e+9xUvvh/+8IddP//5z1v8zt+FiEaj8o9//OPGhoYGuXv3buOoo46ade655w5Wm3CBEruyfv364CmnnDL9kksu6fvd735Xs3HjxvCrr766RinFSSedNO3Pf/5zPB6Py9///vcNq1evfsOyLA4//PA5BRDyrW99qxlGd04H+MpXvjL+hBNOGLrrrru29vb26osXL559+umnD7W1tdlPPvnk+mg0qlavXh0655xzprz22mtrbr/99rqNGzeGNm7c+NrOnTsD8+fPn3vBBRf0AVx00UUdTz/9dMVs40c+8pH+b3zjG3sAVq5cGZ85c+ac1tZW6zvf+c6OxYsXlz3w9+7dayQSCadwT3V2dpp79+6t+gDftm1b6Jlnnln/8ssvh0888cRZv/jFLzbddNNNO08++eSpv/3tb2vPOOOM5CWXXDL5wQcfXLdgwYL8hz/84c7//u//bv7a177WDdDU1GS/8cYba6699trma6+9tvXOO+/c9olPfKLHX872k5/8pGnv3r2Bl156ae2qVavCH/7wh6f9b4KQTVBFAmU/IYT4BvAtpdSg93c98EWl1L8d6Ge9EyOfyROKlHpCgqEAKNC92R63GlYglEb3QB0A0oCQR10j4pxQl2RV1h2lNZTXE1JZjjXWMAydwxdO4vgT5nL379xlc+eNp6Exzt2/fYE7f/0ciUSYxUum0NJaCdxTqRR1dXVj/r79hf93zJkz5y0HIffcc0/x9ZIlS/jqV79abZODCn8Cn0gkyhIKv89JIeLREJYvsbjtW5/ijc39fPX1e+jxqZg+tWoHt933PEsPm8y0ic3FPh54c+VY/vcL4WdC4vE45557Lv/1X/9VsV5NTQ1CCCY21zGxuY4zls5HKUXs+i+S9ZKN59Zs4oFVrudLS22MxVM7OHJ6O4Ndeyo+b9ae7Vx9zb+zYkcXK3bu4tcvv8LPX3gZgK69JQnY/pxZdRYaIKDpzKhvYka9e9zn7EnyON8G4IimcXzyqHeztr+HN/p7ePa17WWsyfT6RuY0tNCuJ5DSVRq687lXiS4NkVY6UgVwVBBL1KCyf8S2j0FLecmWbbseF45COCXPBjzRO+FQVmLV0dFRBCFZ0/OW8dbXHIFzkExITU0Nv/nR3Vz1ia+z0nN0sT0FoCfveZ71T72O3jYeYRtlICQajbLsPYswOtpQmkEbC+gbcJWTetlN77YSmCvsjx+E2I5J2ALpaKTNEH1WvCwB1oRO6/h2errK/X9iLRMJ9KwiN8LuIRZNkMq4Ex5qH0yII7WiWeHhE8bxo3+9m9SfNxNoqYGjA+RsSDs2OSdFPh9EmeXsz1ijrBzLscjbBrYziKGNACHKwUlVKtQp8u7kkq08hsbLCyyBlOX7VMaEyAITomhvqaV/1yj+JFbefXYoispSjqOVAbhoNFI2KZJzUmXeL/5IJMq9Z6SyXVle/EzI6D0h0naq3qP+scXwlKVCwdLzUNm215Re2kZZJRZU14yq3i6V+58ojnP++2dP72roXY14XmfhzHOwfONlNBqlqaGJ7V3uRIqZG8aWTdhKx1QWhtxDd2YT+EBIPHxgMvj/f4358+enp06dagHMnTs3s2nTpjFTSFJKcdlll7U/99xzcU3T6O7uDu7cudOYOHHiqHWamUxGnHHGGVO/853vbJ8xY4b57W9/u+WJJ56omTNnzhzvfW3t2rXh4eFh7QMf+MBgIpGQAO9973sHC5+xL/BRiMcee6zmL3/5S92NN944DiCfz4uNGzcGJ02aZF100UWT3njjjYimaWzbti0E8PjjjyfOOuusfsMw6OzstJYtW1actfzZz362T1B39NFHp7dt2/ZqbW2tvPPOO2vPOOOMadu2bXttf/s4Wpx00knJUCiklixZknUcR3z0ox8dApg7d252y5YtwVdeeSXc3t6eX7BgQR7gggsu6PvBD37QAnQDnHvuuQMAS5Ysydx///2j3pSnn376oK7rLFq0KNfX1/eWofaxgJB/BZ4RQjxP0YcXlFL/tJ/t3q+U+opv/QEhxAdwy7P+7sPMljumG0HPnMymOIuloyOEhjPkHmYZgKAHQkT0Y7RYq9BybumUW44lQITelFEhlDemd0ys57+/cy6pVI6XX9rCc89u5IXnNrF1W8VEBclk8m0FISNj5syZB/yZhx9+eNXle/ZUJsNvJvZVjlUNhCilymYHZ0yewNwZnTxy32FsWP1scbnE4Ee/eYof/eYpGmqjLFnQydIFnRw5f9I+QcjIpnc48HKsadOmceutt/KpT32qbL1qJWJCCBLxeBGE3PmFs8jpIV7auJMXN+7g+Q3b+dPLaxlct7Ji282bNnHc1E6Om9oJgGnbvL6nmxU7d3H5/1xbXO/T9/yB8S+sKrIkizomMKu1GaPKzJifoasxAvzj/COLf1vSYfNgP2940sFrB3p4bOcWBnrStKCBUuzMJWkaDiGinps7BrY2DuWsx7GPwyiYwblZXxkTUqzPx33tL6Vpb28vvi405bpMCGzb1V8m21pNLW1f0d7RTgOtRTZBSkk+n2dg76D7NY6DZjo4lDMhQgiM2ih2yqJ50mIC6WerlutUAyGOk0ezQNoapqORdkIVIOTC8z7E5S896ltmEG5sI1gFDNQm6oogRI7ChEglPRACU1rruenMD3HO1f/mipe5K2B67uEKSc4U4JuhjyfGDu7Ke0Is8k4AqSoBgS0d7KFKYC+liQZoFigLNNxnsbIpenOAex78IMQsfIeCj7znMF558bGq+2fbpnvdFRvTBXnLKANwkWi0bDxKWaMb/bW0NJf97TIhEoHyPXPKnzGa5loNKq9sK5fLVTyH/Ex60DPtDfpAiLQtUGA7DvqwhhOXNIRVwSEIQzeqypxHAwkyVmnsbWkptZFWA/FKOby27m4mtxxT+oxolGafxLiVG0Y5GrbSMAMLiYaPpDe/oqwnJFZFSe2dFgfCWLxdEQqFirBS13Vs2x6zms3NN9/c0NfXZ6xevXpNKBRSEyZMmF8ocxotzj///En/8A//MPChD31oGNzn7GWXXbb7S1/6UlllzjXXXPOm+o2VUtx9990bDzvssLLB4PLLL29raWmx7rnnni1SSiKRyKL9fdb+mJCGhobiDPDZZ5+dvPzyyyfu3r3bGD9+fHEAaW1ttYeHh3XLsggEAmzdujXY2tpadaahcE5ccQhDFZglTdPGdH4Kze6GYah9re9vih9pRvtmYiwg5GbgEWA1cCB1b7oQIqSUO/oKt/vt/8x0wxd/9jlaJpZmxwOef4fmGRYaQkMTwjXWHfaBEM0DIZEP0eh0QL8LQoSgamP6/sqxqkU1dax4PMxx757Nce+ejZSKH//4dlZ89idl233+Mz/hlFOO46hl0zjs8IkE34R2ulKq7HfMnj277P1AIHBAbumFeM973lN1eTVfjTcT+yrHqgZCLMtCSq/W2jCKpQkjSw4uOvM4PnbeBTz/6jaef3VrWYN7amupTy09AlS8FT0hUP5QL8RoTt3xeJxuz7wunU4zbdp4Jrc0cObRC1BKsbV7gG/dMMRN5SJObN++gy/f/keWzuhk8bR22htrWdjexsL2Nr5m6BSO7JdOPp4teYcVO7r4yzr3t0cDAQ6fMN4DJW0c1ub2lfhBiD1CqSmg6cxsaGZmQzMfnlYCu0+t3sSXnr+3aBRq26Apga0ElhJYCpTeguNoGOnSsycSNshBGQDBc8lWspwJmTBhQvG16QMhuibIZPI4PgWvAwX44bjr8aArA9vT+UilUgx2eyVPBTdtVc6EABhRHTtloekBZi06l9XP/rji86uDEMt1CffYnFVdHWUgRNcMjn3X0WWfE0+0EYgHmTWxnafXlfvY1tc30LXXVWJTtk3etgmNKPnMOVkcTxygKRaFtA+sKEWwD8wGF4RIBZaplfWX7E/62B9lDd2OieUYyCq+JpaSyGTlmGLbeTS8ayKlUHj9fpakkNEGAgECgUDZvW9juuODUtTFIxw+vYV1L1fun2PnwMEFB15jumkZZecgGo2UMbMpe3SNmKlTp5b9rbAICJugsF1p+CrlWOBOoNne4z6bzVaAEP/4WAAh/t6cAuAczpgYaKigZHzMYLX3fsAIVmVCamP1ZAbHDkLAdVxPZrqKf0cikbJ7zTEzSKlho2OFT0dLfJx+eY3rDVRoTA+/80HI30sYhqHy+bzwAxaAZDKpNzU1WaFQSP3hD39I7Nq1a58H/Zvf/GZzKpXSCyVMAO9///uHrr766raLL764v7a2Vm7ZsiUQDAbViSeemLrwwgs7v/71r++2LEs89NBDdZ/85CfH3MR9wgknDF1//fWtP//5z7drmsbTTz8dOeaYY7LJZFJvb283dV3n+9//fqPjjbnHH3/88E9+8pPmSy+9tK+rqyvw3HPPJc4555x+2D8Tsn37dqO9vd3WNI1HH300KqWktbW17KGmaRpLly4dvvXWW+svvvjigVtuuaXxtNNOGxzr7/HHYYcdluvq6gq+9tproXnz5uVvu+22xmOPPbbSNdQXiUTCGRoaGrt/wpuIsWSZAaXU5Qfx2XcAfxVC3Or9/SngFwfxOe/IOOZD5cZibjmWQjiu1K7rFquRcyzCqSACcEKKoFY6r43B9rLP8AR2D7ocq7gv+5Ho1TRBfX0lHmxqCvOn5au493cvEY4EWLRoMkuPnsaSpdNobBx7PTtUJuXTp08ve3/q1KkH1X8yWiL3VoOQkeVYflPFrq6uivX9Cb8/0fEnC4XPaqqPc+rxczn1+LlIqVi3ZS/PvbKVH9xYYkx++tsnSQbvZelhroP7/kBItXKskeaJ1fansE/Vwv/Q9/8+cJmSya0NzJtQ+XlKSR57cTV/etmVxGyrr2HxtHaOnNZetp9nLVpY3J89Q8Os2Lmr2PD+vSefRUGxr6S+r1TGNRKEjBYBVbrXwlqAnCUJSrc/1lIKWw4g9SaUo6GnfPX8UQMbEE6pQVi4+aN7Hzule6qtra34Ou/kvHIsRUjXMZWD7QMhYyk/8Uck7k5A6JRASDI5xIAHQgrqpI5PGalwbYTiBrluEFJR2ziF+smHM7BlVdnnVwUhMk8gBUYaVJ1gKBtB8/WoaZrOggULyj4nHGugoSHGeLudp0f8hqamEniXtkUyl6NlRG9Mzh7Ett1zlQiG+ObNJY8aHEXzCkHfNLdB21EatqmDD4QkasY+No0sx7JsvToToiRyuAoIcfKu+4VymZBChZH0ScQWviMYDBKPx0mlUigUtsyhKUUuZ5EaKuUAsUictGfiZzt5pCPc54dXjlWjWul2SqWs0Vg5E1Kczq8S02dMq1jWEehnnOFeQ9Ua08Flt/CMLauNLX4mJBx3nyV1DSWmz3Gs8tlSBcIq/R0MVgchDTXN7B4syYf7f+e+eqoGMqWa12g0WvacsK0swtbYlmngKMc9zgNyCrCnWI4VDPyv5Fv/v4jzzjuvZ/bs2XPmzZuXuf/++7cUln/605/uf//73z9txowZcxYsWJCZPHnyPh/a3//+98cFAgE1a9asOQAXXnhhzxVXXNHz+uuvh4888shZ4PaZ3HHHHVve9a53ZT784Q/3z5s3b25jY6O1YMGC4gNrLD0h11577a6LL7544qxZs+ZIKUVHR0f+0Ucf3XjZZZd1n3HGGVN/85vfNJ544onJSCQiAc4///zBv/71rzXTpk2b19bWll+4cOGYXTh/+ctf1t9yyy0tuq6rcDgsb7vtts0F9uL444+f9otf/GJbZ2endf311+88++yzp37961+fMHfu3MwXvvCFA+rLLkQ0GlU33XTT1jPPPHNqoTH9X/7lX/YJ0M4444zBj370o1P//Oc/1xUa09+uGEsW+GdPIesPlJdj7VOiVyl1nRDiFeAkb9F/KqX+ctB7+g6PAhOCo9CF5jVZuo15MqOjAzLk6wkBagKlAVYDhHBnPt9sOZa/QXA0id6RjekA556/hOOOO4FVK7fx/LOuJ8nTRU+S8Sw92m1unzZ9XFkvQ7UYmTSPZD1GgpIDiauvvpqrr7561O97K2JkOVZ7ezuBQADLsti7dy+pVKrsoeg3YfTPgI5kQkY+SDVNMHvqOGZPHcfe9YtZ8bjb5zJpfC0bt/fw5ApXYUAlSxr3oZCbNOxPordaM/tIEFLwMqkW/n0dTW55tOP+nY8dR8vkGbzolW898cZm7n/xDZK+BtKHX9vC8YcFGV9fw7iaBKfOmcmpc9wSveFcnpVduz1Q0sVfNxafZazc0cVX/vgQizvaWNQ+gYn1tVX7SjKFxFCBaTtYeUXMkeSlg60keXsAJaYiHQ3NN/se1EG3XJGJwmypkdcwpHDlVX21/34mxPJm1IWEoK4jLBvbKd3LB8yExNzkzsAoDrwfP/d8Vq98lclqDq2yntyEBHJLJRPScUQryc0pZNgAAaGayibg6kyISSCrCO4ycMYLl/vOlzMhwWAQw9CLvhfx1k6mzGsl9HLl72tqLF1vyrYYyuYrQMiQ2YuUGkoqXvz9n9n11xXk+naDJphTeyZCjncbtJUg7xgoWysr7TqQcqyyxnTHdEEIlRM1WRvkcOW1bdn5Yr+GkJC3HYZyIZTPLG/kJETh3rHsLCEFuZxFf3+pgb+poYl0l7uOY+dRjgseDdzG97196RE9ISNByOgxa86simVB4RAU7rlz2ffKMjpd6EVsU22Cxz8+xmrc8SNRWzqv0rLLsJGQQL4ElsOhcNVyrNaWcbzuS3nGwoQA5J3S+BSNRqmvKwEc28oSNOGF/k6W1Hyb4fwqBnJHeL037k4GA4cc00eLTCazEuC0004bPu2004on/rbbbiueqRdeeKGotfyjH/2oC4qVd8Xtx48fb69ataqqXG9hnZkzZ5obNmx4HaCrq2t1tXWvuuqq7quuuqp75PLrrrtuz3XXXVdRlz0a+PD/nng8rn71q19tG7nO/Pnz8+vXry/Wrnu/DU3Tyn7/gcRXvvKVnq985StV9+nxxx8vlkPMmTPHXL169T4Nvr/zne/s8v9dOI4j3/vgBz84/MEPfrCiBt9/jI877rhM4TwuWLCg7HefcsopZQmA/3vebIzlzjvH+++/+pbtV6JXCBEDHlRKPSCEmAnMFEIElFKjdyf+HUcwHPSYELfO1qXsXbNCmdXQATskiuVY4CpnFaJQigXV6/8PaF/GYFZYDYQMDw8TDgeKSlpFT5JnNvDcsxu5/edPctutT9LYGGfJ0qksXTaNIxZNJhKtTGJHgpCRs+2jlQCNJb7whS/w2GOP8dhjjxWXvd3lWLqu09nZyYYNbkPu5s2by2aE/SVa/kR/ZNI/VnWsw2eO47vf/TQ79gzw/Ctb+enPSkn4kyu38fn//C0TfXllNRBS7ToauT/7Og9jASHVvhdg586dHH300Uwb38Q5xx6OlIqNe/qY/b0vFXOTr//uMb5x31O0N9Zy5LR2Fk9t58jpHYyrS5AIh8r6Sp7oHM/xN98IQEgTPLRuA3e/4vbyNceiRQUuf19J2gMhQoGSYGYlhi1LZT042CKOcgR62nJrIqNhtq/chN7ciFbX4ardSR2RF8g0KNtBKXf6VBNaWZJkY4FXcmPbLoCx3iImpBDPPu9yDat5nlZ7DlZDBIdKJmTBnHms7CiIl4ixgxBpeT4YAlvqLhPkByG6O8Fx+63Xcd4nriQermfi0mOYPbGV/s11Fd/R1Fy63gpMyMgYyPegbEH69dVs+nU5Wd615wUmTDod5Qik1OjJxcEWKJ9vSfwgy7GkY2FbBqpKOVbK1GCo8tq2nFxJKUwK8o5k13At0tf740+WGxsb2bp1K+B6VoSVIp3KMThYAiEtza1s63LXsZ180aTQZdN1nCFZLpEcDlNXV4eu6zhVnOz9MW1mJRMC7vNGUijHqmRCdM0oFl/vjwmJ1bjbl0klp/PYloORAjvmOZubpWrucCRU9X5obihXOBwrCPFHNBqlvr70XbaVJWwLUpa7f33Zh+nLjkeoWFFC+BATcigOxd8mxmJWeOCF+248ARzrqWI9ALwEnA2cd5Cf946OoMeECKnQHIXuqr27iow5F2zIsFu/7o+mYDP95l63tdQDISMT4APel4MEISOXlXmSnH8Mg4NpXnhuM08/tYbHH1vLn//4CoGAzmELJ7F02TSOWjaN8Z53yv5KysY6k1ct6urqePTRR3nooYd473vfC7z9IARg2rRpRRCyadOmMhDS21tiSvcFQg7EJ0QIwcTxDUwc30DP5ud48G73vRmTxzOUynHniyWFor09A/zlqTUcOX8SDZ6JZrVzMPL7/azZyHgzIGT79vJJIk0TTG2tR3pJkxCCe678JC9u3MlLm3by19Ub+f3zbj9BR1Mti6d2sGR6O4undtBaFyfiOzYTa2t47p8/y6bePlbs2MVLO7t4eccuHljrHo9Y0O0rifV7KYaXM2qe6lOhrMdSOqYyUFKgpU366SXcOZvmXTqZTBYciZEueFe4rIDySe6Gw+GyRMrGck0OBWQyeURAYNtvoifEY0L0UYZp00ojhUJWASGxuE+pSECotvJ+q6qOJU1EzoZsANvR3F4Ynxyu4TG5Z3/sw9z13xv40NkZTr/sUiKhAD9e9WLFd4xrLSWV0rYYyleWPvXle5FSYO7eVfFeLp90Z9FNV8a3Lx8Du9yr5UAmasp7QiycvFa1HCtlGajUKEyIx45pBRESgHx1JqS9vZ0VK1YAkLWGmNKU4PnnNpY5po/zlXq6juwKZSs05bWOp8vNIkOhEEIIGuob6Ondd9n7aD2FQQE5VSjHqmRCNFG65qqBkLLxsb5SrU8M59B25TGadGRQICU4eT+QilRlQk75yPHc+eDPin/7nxNjBSGRSAS9ofQMtK0ceh5M1cBR7c+wpudSUqbL1Gje+QscAiGH4lD8TWIsZoVR4HJgolLqYiHEdGCmUmr5/jZVSmWEEBcBP1JKfUsIserN7/I7M4yA4TlLgZ51dUUUgkmxDoalhUkGGVSEtPJD/snJ3+O57Ue4f/wvgpCRxoGjLfNHXV2MV1/7C9d9+98499zz+KdLr+I5r2zr+zc8yPdveJDOyU0ctWw6zS2lmajCw+nLX/4y1157LYFAgH/6p/2Jq+0/9qUmta+wbZt8Pr/Ph5o/6S4kaf4mz02bNpWtPxoI2V85lj/GKtF75IKpfOe6T7B+0zZm/uHrxfev/oFbSz9zcgtHLeikp2+wuE0hMRpZtjTa9TFyX0f2hFTbr/b2dnbudGuzd+yo7M0b6REyc0ILMye08PHjj0BKxfrdPcXyrYdf2cDvn3eZjknNdUzQSsfDtm00IZje3MT05iY+doQLBvcMDfPSjl2s2NnFSzu6eHlDD1EoJYpKIB23rMdRmivZiZto79mzis3yebTXn+QfJn0MugXClgSyimi3Yjjq1uhL3/GKREbUnntMSNAwyCm3p8SyD54JCQQDaLqGblcfpofNbgKqPDkt1BZHfPLhCAiOlQmx8wR3JYlsSpBZZni1/D4QUvA5EmF+dPszJBrnEom61201kNXeUep7k7bJUK4KCMn1oWwNJ1N5jZlW2lWLMjWk0hgyIwhbVLjEjzXKncZNHFuv2pieNg1kphoIyaGk8mR63cZxUKNKBk+ZUioYyNpJ2sbXsmpjd1lfkb/fzHbyHnPnSkQbBJBpq4z5KYwTTU3NZSBk2qT3sGfwVVLJ/ffjBnHdh10GfhQmpLDf+2FCarwyLP95ULZFIK3I1+IyKpIyl/toNFJVLW7OYeWKif7n31hByLhx40gPlCZHbDuDsKAv53Dr1l/SGQyTdXQPhLjnL3SoHOtQHIq/SYzlzrsVWAEUJFG6gLuA/YIQIcQyXObjIm/Z/9npBt3wfppSiJREIAgKg53pFLWmO8irYEmitxBBvYaYHsKWeQi4RmIj+xEONN4qJqRafOlLXwLg1ltv4Wtfu4rPfP4kPvP5k9i5o4/nnt3E889u4O47n2dgsJSE2rZgeDjL1772NebOncvMmTMPShlrZBwMCEmlUhxxxBFs3bqVu+66iw9+8INV16sGBP0gZOPGjWXr+0GIf/buzTAh/qjW39E+vvQ9unC45evn8fyrroP7HX94kS3b9xbff3rlNtonz6K9ta7sc/cFQvwP/bEwIbNmzSqCkJFMCFSCEH9ommDWhBZmTWjh/OOPwJGSdV09vLRpJy9u3MmTz75QXHfjrh7+87cPs3haB0dOa6epxt3PcTUJTps7k9PmuonM9b94hLsfWOka4HnbKkdzlXKU7jEhDkjB5oHnAVdpas3wSiaphTTURNhjS3QbgkPgRMq9LmLRaFkiZWGiHEkgoIF0vRVsp/SbD0b+2ggaGHZ1tmrI6aXOLl0n/uQ36iuRlIbAiNUgjEBZb0H1ciwTARhJyL1ei64LpJ8JMbx9EWGaWnIQKl3P1X7fxIkdxdfKthisAjQGrZSrjJyqfM+yM65AgOma9uWsgOfVUpmUjyXKe0IslCWqlmOZUsPJVWdClFQuMLI1HBtCQR3pc+z2f4d/nMvaSepro+4zQpT23y9u4DIhgATpKCIiiGYJen2gq3Dv1NaWl1LOnXcCbdkQTzziTkZEGD1pDwiXBRBCVGVCjP2AEP/4WFuXKNsvwO2bkhRZIyEFdtYvMxxB13USsRqG06XnTlNL+Xjpf5aNxQ9mfPMETjzxRJ5+rCTyYeUz6KbAdDQe6VnH4rp+8uZMRF7DEC4IOcSEHIpD8beJsYCQqUqps4UQ5wB47MZYtKG/gNtH8nul1OtCiCnAo6OtLIToAG4DWnGH4R8rpW4QQtwJFKZH6oBBpdThY/j+/9XQvUFMKIXIOOBAUARJmn0E8pp7oIOg+/pACnFYwHSNDSMfAf525Vj7Y0JGNrnv2rWLzs5OANo7GvloRyMfPWsJqVSOW2+5mxdX/hCAnu40Z3zwf5g3r52jlk2npXnyqCZ1BxL+mbexgpC77rqrWFL1oQ99aFS96/2BkLEyISPP32hN4LBvEFKtv2Pk+jMntzB76jgu+PBS0pk8M2fdSMYrPb/9jyu5+4mdTDgAEHKg5VjTp0/n4YcfBmD37t0V6/p/00gQMjJ0TWNORytzOlr5xLsX8dqyacy/5RsAGBr86eV13PWs21M3uaWBxdPaWTKtncXT2mn0GpW3bu/1HKpFsU/L9SH0mBA0TGki0+Wz83szu5ikDiegCbdcQ0JNIMiANMuYkGg0SiAQIBaLFZkiW+YJaIJlCzoRmuDpP5d+84EyIQBGMICeqT5MD8kBYtnSfewHAQV5bWkIVEADTZAY18bQzlLv5WggBECzJFpOR2hg+kzmggUmBO/aE/sBIZN8IEQ67E5W6pkkzSxKRpBVSvtMO42QENoQRM4U5HIBhBLIt4QJsZCOhmNvqVjPkhqOWZ0JAbfHQSgBGYPx9XF685urfoefCck4Qzx178toNREi0dJzoK29JG5QYEKEAttW9KTTtFrBst9buO/37C3vwT322MM485zzWbhwIblsjl/+9I5Rj4MhCg9/AVSOSYZeAr7Vxlb/86PWG+PKTA6lXTL69O4hK+0DanH3GJ3+ng9xx/23ucuMBJMmTSr7Hv/x03WdcDi8z7H+v7/9LVceualU6mXn0wgbpNIIaxYJPYoccMefiKGTFRJ9FNfuQ3EoDsXbG2MBIabn8aEAhBBT8alkjRZKqSdw+0IKf28GijU4QojvKaX+n28TG9dR/WUhRAJYIYR4SCl1tm+b64Ek78DQDd1LeFzDwlzKYmA4ywkTJrPR2uMevFEmW7TgArBWQ3AZ8OZBiD/BG0296GDKsfyJNrggpFrE42FmzS6VGMyeM5GPnbuM55/dyE9ueoSf3PQI49vqin0kCw47OE8S/0NvrOpYBd+LQiSTyaplAQdSjjU4OMhtt91W/NsPQoQQnHLKKTzwwAPMnTu3bNZzZByoY7qmaUQikeJ7uVyumADFoqGykpWb/+M8tvdYPPdquQBILp/ntvue56gFnUyf1FKmenag6ljjxpXq/6tdS/tiQvYXIR94a4yFefK/Psvaru5i+dYfV6zhrmdeBWBKawMLO8az5q8bMWoN9EiQPC4QkeCVYrlsSNbJkPUahwuRzA5gRTJgOsRiAWxdJx4JM5gzy3pCYt7xqaurK4IQy8mhaxpCwe6uXqQnn2sYgYNTugsF0EcZOIYZoGmgdE92dJQS/vmHddA5J8Hrfd4xF3D0kUt4YD8gxPaUv7ScRMsrhCPIUrqOAgVDOjE2EDKurRUNvdi3sru/0lgvaedRMoqTqbzGTNvtzdHyLnDM54KuPG6VpHwsUdaYLi2wNZzhH6JipyECJcU+RwqcfGWya3k9GwV/CTsToDlUixqlJ6SMCXHcxD2Ut4gnSuPd+DZf34y03dIrpRclem1LlpVjFe6dkRNJX7zyNMCVELcsa5/PjnZd0KwnQMiqk0EBowRC9seE1NU1lu0XuD0sQqoiG6JJjRZZOi4Fb5eLzrmYLfd3E2iByW3T0HWdW2+9lc9//vN84AMf4Oijyz1potHYqCBkQfNizj3f1dFp9gki2NI14HSkRkAksFUKTA1iDsox9qv0eCgOxaF4+2JU+C+EeNB7eTVuY3mHEOIO4K/AFW/Bdx/j/0MptVsp9bL3ehhYAxSniDz25Szg12/Bd7/lYQQKIAQ0WyEtt7mw3kgg0hZaJk9glAkcUf9zRPMzRbWsNwtC/NuMBiwOphxrZAJfKL2pFv4HV1NTHRd++t3c/LNP86u7LuULl5/CxElN/PEPq/jyv/yGj5z+Xa7+t7v58x9fob9vzHLbB1WONfKB+/jjj1eso5Sqeg78Sd7u3buRUqKU4qSTTipzbB9ZgnXnnXdy11138eijj+6T/TlQRhLHWwAAv9NJREFUEDLy9cgmcf820ydP4MxTjuD6Kz5c/lul5Ee/eYoLvvJLTvvsTfzHD/7EA0++QX8yM6aeEP93+mvbq11LbwaEjDQrNHSNeRPH8akTF/PDiz/MU//1Oe647BwuO+1djK+v4c/Pr0HrS6OnLFeK05PMBoGUAqkMbGUwbKXIba6cCe939rpKV46bSKXzJgaizKiwoMrkT76lyqNrgp6eYTZtKJUk1tbUHBTzFwgHMKhejpUjQ763xDj53dvj8TDv/dA0T/7IbU5fcuSRZdtX7wnJIdMZAhmH2B4bASjhky/2wKAQGugdCKM0Uz0ShITDYWpq4+i+JufuwcGK35GyLIQEpwoTonCQZg4hITccwMobbm+OLyl/M43pQgqyUgfKE23LcvtjRoYjTXeML7iaS0HcqUONYMgKUWCKwQUhJ180BTtvk0uXfmt9Q13ZOXY8GeCiP42jKhrTAa699trisnm1JxZfh8PhUZ8bh437LdND4whrgtr4WRCtrhMTMPY9keW/vxtqG4vfWwgpbW//lWe6CGmf5HEBhISiQaIiTqgvwfi28QBccMEFJJNJ7rrrrop7ZqQSWijWwL//+7+zrPZEPv/J/1dcv7a+zrvfcQFw3nYV8RT0Dbtsmgo65M1DLMj+YuHChZU6zyPi7LPPnrRixYowwJe//OUyibOxbB+NRhcCbN26NXDKKafsU3l1LHH55Ze3fe1rX2vd1zrLly9PnHDCCdXl4w4wzjjjjM5bb711zFT38uXLE7NmzZozbdq0uUceeeTMauusXbs2uGDBglkTJ06cd+qpp07J5XL/a2h5+fLliYceeqh4sx3o7zuQ2Nf0czOAUupBIcQKYCkud/sFpdRBmaaMNYQQncBC4Hnf4mOBvUqpDVU3+htHoSdEKbehUFgKYQuENAjtTqNnLDpvSHPpw99l0bEzWXT8TGYvnEQgaCC0BFAdOPxvgpD9MSEjncKrNR8XYrSkuaWlhn/44BH8wwePIJezWLVyG889s4Hnn93IU0+6XhgzZ413ZYKPns606a2jJm8HA0IGBgbK/n744Yc5/fTTK/a9YLQYCoWKClLxeJxoNEomkyGXy2EYBpdccklR/aYQI5W/ampq+OhHP7rffTvQnpDC6/5+t8RlJAgZTep52bJlPPusWzO9aNEi/vDDS3hh9Taee2Urz72ylQeecqXJ1cBrxW2SyeoA1b9ffhBS7VqqZp441tiXYzqAoWvMnzSO+ZPGceF7juRXty/nSz+5ifrUTOrb3+2qGQmBo1wmRBEAESTlpDCrKAzlnAxKKizTxrYE2XSOaE2QrF8aNlFiQgohNQtNwNYtPW/KI6QQwXBwVHUsgGRfqQzID5IBWhumAa7U+42f/xDhdC/X+N6vCkKwwTJBKvSMcntbZElkIugDj6LpQfzzWCN/Y0NDA0IIz/jOTej7k5XXxZAl3TK5bAnoBowolu1eL3ZqCGQtg683Y9U6hBRVy5PGEiMd04UDKTsII/pCzGx16VtbmUUBEhToSuOZXdtR+eogJBqN0tLcQnePO4HzxX/7PO+ffSnDfb4xvjZRZkjpWG5fSLGUyVFlEr0FEPKJT3yCb118IwKNtvjcMf3+mvARxANNYHcjwu9FBI+oul6p7G7/TMjE5tay/QKvHMsDagXWaMBn0BiJeiWl0ZC3vqK2qfTcGs3IdmRzeihWz9VXX80XPpckVlMa44IhF7xbngeMzGRAGeQk7BpyrxcRlJiWQ9g45Ja+r1i5cmVVbw9/3HnnnUWK9cYbbxx/7bXXFmflxrJ9ITo7O60HHnhg8/7X/PuN3t5e/Qtf+MLEBx54YMP06dPNrq6uqhf75Zdf3n7ppZfuvfjiiwfOPffciTfccEPTlVdeOWYX+DcTjzzySCIejzsnn3xy9dnHtzD2NQVQK4T4iBDiI8DxQAi3ePQ4b9nbEkKIOHAPcJlSyp/5nMM+WBAhxMVCiJeEEC+NTJb/N6LQE1Kg6g0TDEcjk3cQjkSGdAZPiBOJBrnnp49x5Tk/4uxF/85/XHwry29/ml3bSrjuzYIQv/fDaMCi2vK3iwkZbaay4Ely2Rffz6/uupSbf3YRn/r08a4R0M+f5LP/eAsf++j3uP5bf+Lpp9aTzZojtn/zIGTVqlUV61QrxQKXRfEn2kopbrrpportq7mSjyUOtCcEyhOetWvXMujNNEspy5gH/2f//Oc/p6amhkQiwS233EJTfZwPHDeXa/7fqfzxps9yy9fP45KzjiHm++zlj67kim/fyz0PrmLn3sGq+zUShIzstxkNSI0l9gdCRsaVV17Krtxa3tj6B/KZIYQQxZlRgY5UOooAQ1a+TNmoEHmZRVoOji09g0JFrRVA95nSFRKiMhAirKLSzpvxCClEMLJvENKfLU0E+JkQgFlTWmmsi3HDv57BcXOnMH/+/LL3/eC6EDY2ynF/cyCjCGRA+XpC/GVxQuhlEwQjE8TC5/qbnIfTlWzHsCVQ+ZIClIZONO6r6c8Oo5mq2OCMUgfNhPjXlcpBSEhbJZBUCMtnrOdnBWxpFhqL0IWgJhhmMJ+DbGn7kcdh5ozyiU4nmCabKb8XAlrpuDqWjwlxBEZGljXiF5L9UChEp5jFJDGD//rlZ8Z8DBAFcYHRj1vIB0L21xPSWu96eZQxIcouGjoW/EaGhkr5TKEnJBQtHdvaxv0/60YKtRw+xy13q2+pdb26vNB0jYCv10VmsigHTEexpz+B8vR5hTokz7u/KLAUy5cvTyxZsmTmKaecMmXy5MlzTz/99MmFybolS5bMfOKJJ6Kf+9znJuTzeW3WrFlzTj/99Mn+7ZPJpLZs2bIZc+bMmT1jxow5v/zlL+tGfte6deuC06dPnwsuuzJr1qw5s2bNmlNfX3/YF7/4xfEAV111Veu8efNmz5gxY84///M/F+ubr7zyynGdnZ3zFi1aNHPDhg0HRLUPDQ1pZ555Zuf8+fNnz549u7hv69atCy5atGjmnDlzZs+ZM2d2gR2QUvKJT3xiYmdn57yjjz56Rm9v75jryX/60582nHrqqQPTp083ASZMmFDxQJNS8uyzzyY+9alPDQBceOGFfX/4wx8qjtfll1/e9pGPfKRz0aJFM9va2ub/4he/qPvMZz7TPmPGjDnHHnvs9Hw+LwDuu+++xOzZs+fMmDFjzplnntmZzWaF993z//mf/7mtcE5WrlwZXrduXfC2225rvummm1pnzZo154EHHogDPP744/GFCxfOam9vn/9WsiL7OnC1wGlAtWloBfzuTX53xecKIQK4AOQOpdTvfMsN4CPAotE+TCn1Y+DHAIsXL67ebfw2Rpk6llSEbI3/j73rDo+iWt/vmdmebHohhRQSNj0QAiEBAUGkKKCAiMqFi+AV9eoVsDf04r2oKF7FhgUVsKFgoQiKDRAISg8lgQAJPZCQvnVmzu+P2TK72d1sCgH85X2ePNmdtmf6ec/7vd/HgEVlrUEcyVLJYbg2AC9P/ica643Yu60UOzeVYNfmEhT+JNZHiIoPRe6AFFSed5g3W+sJkclk4DgOZrMZZrO5iSG6NUqIKwlpjRLiCYQQJCVHIik5EpMm90d1dSP+3H4UhVtLsfHXg1i3dg/kChY9e8Yjv18y+uYnIyzc8UIyGo0+md1dScjp06ebLCM9Nq7Hv0uXLjh+vGn4jhSXgoRIibU0v760Mz98+HBotVq89957GD16tH26Wq12Oi46nQ5nz54Fz/NN9k9awV0rnMYv34jJBcICVTh6stJewT0mMgh9s+NRKUkDrNVq7R4VQRCg1+udOmRtKcLZEhKi1+tx6qw4MEchoPHiaahokLX4G7Fa1FkAMtRZ9ADXdNTbTI2wmCyAUiZm+BGAutMNsEhqR7gjITw1IS4uBN1jQ7F3dwN27hWnh4Q2rYngC1R+Ssi8PKYpHCpFEyUkNABr3nF0TtVqNa6//nps2LABYWFhdo+TLbWvIAigECBwZsgEKu43R51qcii8qA6u954tXTDLykXHH4BGN2lvGy0MBElmLDmjgp9fIGprxEEOs6EeKrPYHsYiGtzdKQO+oIl5mgMMggygzvebxeQ4rho/LerqzKBUrMlCBcGqggD+rByVgBMJcSXYz815DtcNv87xuxY9jBK/iVqthkquQoNJtDvyFiNYuwoC+FVwze5v72vTfT4GdiO6m6xY9iUUjt9wp4TUSklIkBg17XRsec6emlesSk5gcHP/KyVZ3ALCmi9gKy1eCABdItzfV4QQpxA3wWgAaQhCY60MDRcCQGUAy4lFIa+W9LyPbFrXteRiZctGb5pBSkiY/uWBIz2/yF1w6NAh9Z49e44lJCRYcnNzUzds2OA/fPhw+6jd22+/ffrjjz+OKC4ublKdW6PRCGvXri0NCQkRzp49K+vbt2/qHXfcUcN4CIezqSuHDx9WjBgxovuMGTOqvv7664DS0lLVvn37DllDoZPXrVvn7+/vL3zzzTchRUVFBy0WC3r27Jmek5OjB4D58+eHA54rpwPAk08+GTV48OC6r776qqyyspLt3bt32pgxY+qio6O5zZs3H9ZoNLSoqEh5++23d9u/f/+hZcuWBZWWlipLS0v3nzp1Sp6VlZUxderUKgCYPn161y1btjTpuI0bN+7ivHnzzh0+fFhlsVhIXl5eSmNjI3Pvvfeev//++53MchUVFTKtVsvbBooSEhLMFRUVbiW78vJy5datWw/v2rVLNWTIkNQlS5YcXbRo0anrr78+6csvvwwcP3587YwZMxJ//PHHkuzsbNPYsWMTXn755fA5c+acB4CwsDDu4MGDh1588cXwF198MXL58uXlU6ZMueDv78/PnTu3AgDef//9sIqKCvmOHTuK9+zZoxo7dmyyjSC1Fd7uvnJK6bT2+BEimh38XZSN112WIQAWAzhEKX3VZRNDARRTSj0PvV9myKyjKYxVqqdmAeBYXKhtgFKgEGQErDU+20+rQr9hmeg3LBOUUpwpq8TOzSXYuakEP329AxfOO67Hn1fsAUap0C09Gp5uVlcQQqDVau0d7vr6eqd6FZTSdiEhbVVCvCE42A/DRmRj2IhsWCw89hedROHWUhRuPYI3XvsRb+BHJCSGg2VY8AIPQRBgsVi8Zp8CmpKQU6dONSEv0mVcC2pJR/vdISgoqNWj3t5IiDTblNTc7nps6+vrMWnSJKxfv97jMoBvSoSUQMSE+2HFa9Nx6lwNCvceR+G+cny/6QDOSgjzut8PQ6Pxs5/7+vp6p210lBLiqm7x1lAZ0RHCANY/Chb1FoVbJcQMI8wGExCgFkOSKEAt1Km+g20fnGqFUDMsRg5PPzEK/3nGEYXQ6mvCT9VECVEQFcy06ei0KwlxhyVLluCLL77A0KFD7dcbIQQqtRp6W4Yv3gSZdTCF4QGVxJKi9ff9vNmeV3KZwp7KxGRo6rMwWhjwDY4OqpxRITAgGGes4wMWfS00ZlttDgJqdpBGGStvkdfGKWSIciA8hYFvSkI4SWE9hVIJlUplv34F3gJCKRhKoGLEg+PJmA4ABf37IQrxOAuRGBvqa8G5hJOpVRr7MeItRsisYUxxmiAQ/rxTQcqW+qmagNhIiOfnslrlmNecJ8RW5dz12NoN/NYhQZMkZM22bEJGV4TFhKDy9EX4BzVfB8Q1sYe32iFSJYTXN4K5oMC5g+I9QmMFMJzYMFUrkqL8f0VWVlZjUlKSBQAyMjL0R48e9TmWTRAEMnPmzNjCwkJ/hmFw/vx5xalTp2RxcXEeH+h6vZ6MHz8+6dVXXz2h0+nMr7zySsSmTZsC0tPT063zmeLiYlV9fT1zww031Gi1WgEAhg0bVmPbhjfyYcNvv/0W8MMPPwQtXLiwCwCYTCZSWlqqiI+Pt0yfPj3+4MGDaoZhUF5ergSAjRs3am+99daLMpkMCQkJloKCAnvnafHixV5JHcdxZN++fZrNmzcfbmxsZPLz81MHDhzYkJ2d3WzCJ3cYOnRorVKppHl5eQae58ktt9xSBwAZGRmG48ePK/bu3auKjY012bY/derUqrfeeisCwHkAuOOOO6oBIC8vT79q1SqPL6oxY8bUsCyL3NxcY1VVlecqxy2Et7uvTSYYQshnAO4BwAP4E0AAIeR1SunLAEAp/dhllf4AJgMokhQ1fJJS+j2A23CFGtJtsCkhDCEglIJygNnIoeKiGfEChSBjIGebkghCCGISwxGTGI4xU66B2cRBG7AA1lBWrFy0Gd++V4igUH/0GqBD7sAU9LpGh6Aw7wqJlITU1dU5kRCj0Qiebzr621w4lmuY25kzZ8DzPFi2qZzdVhIihVzOIqdXAnJ6JeDe+601SbaKRRJBWMD6gv7v3JW4dnA2eud1g1br/jdt/gkbzGYzKisrnXwc0mVcSYg0A5QrBg8ejHvuucft8fAF3kiINBOZ9EXsLlRCEAR88cUX9u8t7fC7W0+v14MQgq5RwegaFYwJI3rBbOEQtea/MFkHsb9YvxfSbLdrftmFcTdea6/gfik9IVIUFhY6fecvVoups8FYiQgBhViNupFTgrrZnhkmmPVmq7IJ0edF4WRMd6eEWAQTjNawwdMnHcSxtSREo21KQuI02Sht/KPJsq7hWO4QFRWFWbNmNZmu1jhICC+YrV4Qcb+VjENYthWm8wU2ciCXOzqnZmPTlNBGnnVSQhQyNUJDHWqixVgP1iSACABrJGDqHB14aSpZX+BOCWnk5JAmfKSUgpcoIUqlEjynlpAQsz3tLGt9TVKzZyVE7adCZl4azv4hkhBOMIOnzuFkAVqtPe+jYDHaU0vrGrQ4JpwXjd6S9kjBuHmveIUPJESj8UxCTCYTeOs9Q8BAoxKzC0qPLSGCPRzL5gmR1tixLSuTy/DOrvlY/MRn6DOyZ7NNbwkJkTmFYzVCeZGAsVAIcmtYpkVUQtSqdutPXVK0RLG4VFAqlfaHAcuy4DjO537iu+++G1JVVSUrKio6pFQqaUxMTJbBYPB68U6ePDl+9OjR1TfffHM9IN6bM2fOPPvII484+ZLnzp0b4X4LvoFSihUrVpT26NHDiQjMnj07OiIiwrJy5crjgiBArVZ7jMaxoTklJDY21hwaGsoFBAQIAQEBQt++fet37NihkZKQyMhIrr6+nrVYLJDL5SgrK1NERka6zadvOycsy0Imk1Hb4A/DMD6dH5VKRQFAJpNRb8vblgPgsbRBa+DtApjcxm2nW5WPmwGsA5DobZuU0t8ppYRSmk0p7Wn9+946byqltGnw/RUEuxJCAJYSMDyFYAGESvHBy2kY+DJgRxhqr93AMAw+/2MuHnrlNvTs3x07NpXg5dmf4/a8f+P+0f/DR/O/x77CUljMTTtR3szpUrIhfXHU1tZ6vbhclRCe5z2m6W1PEuKK2K6huGViX7zy2iQEBTkk/B1/HsF/536H8Te9htkPfoIvvyjEifJKp31yVUKApoqOlIS4dh49kZCBAwfil19+wa233tqqfQI8k5D6+nq7T0WlUjmlFN69e7fbbf3xh6OT2trjL33Bu8uOpZDLYDE72rni9RmIkRRQfH3JBtx4zzv4+xPL8Pbnm3Go1BH61tI22WRpoHkSsmXzVqfvQk21PS7doYQQULBotKicCvjZYIbJkXKbUjDWn5SGJtk6m9JrxMwbYNSL9++5M477pbXGdE2A2u5lsaFrYE8Q4kx0FUpFk4QILYG/5Hlh5g1WEkLBCIBFUmQuKNj38FDby1CpdFzXJqMZnxXvdVrOzLMQpEoIq0FUF0efwsw1gm0Qw3tkemdTutRA7QuajNZzFAcbIpw8IQI1gZN4QjRqjXNqX97i8DpYHy2CtIilm45xn6EOA7iFM4m/bYVarUZIiGOQiOf0IBRQMCz2F54EAeypnl334dvqj/F11Ue+7bwdvpAQx/66khDp+4MlchCrx6RJil4rgbcdI+rG1wIAQeGBeOiDexGV6F1lBpqSEG/FfKXkXTAaoD0NqKusjeFhLULKg6v2zU/YCd8gk8mozYsgRW1tLRsWFmZRKpV09erV2jNnzni9eV944YXwhoYGdt68eXaT+8iRI+uWLVsWVltbywDA8ePH5adPn5YNGTKk4fvvvw9qaGgg1dXVzIYNG4Ja0ubBgwfXLViwINLmcdmyZYva1uaoqCgLy7J4++23Q22Dt4MGDapfsWJFCMdxKC8vlxcWFtofjIsXLz5ZXFx80PXPth+33HJLTWFhob/FYkF9fT2ze/du/6ysLKebjGEY5Ofn19u8Fx9++GHoqFGjalqyTzb06NHDePr0acX+/fuVALB06dLQAQMGeA170Wq1fH19fYeYpTySEErpfk/zfITc6vG4GcAqSqkF9sfRXw82JYRQCrmMteZGBzRnxIvWHMCi0uI93AloakoPjQjE0HG98dhrk/D5H89i4Xcz8feHRkLtpxQN7ncswsTcZ/HcPz7E6qVbcKZMHCDwZk6XvkSioqLsnVqDwdCkErgUriQEAA4fPux22UtJQqRQqx0dnDcXTcHCt6bgttsL0FBvxHvv/IJpU97D3yctwlsLf8TOP4+3mIT4Go7VvXt3t9NbAk8kxFUFkYafSLNu9e3b1/55/37H7dteSog7SM9zbHQ4YqMdnceHp1yDGbf2h0Ylx2drd2DJN7/b552t0uPkOd9DSluihBw65ByOzOkb7NmGbNZ0WJUQPa/wqIRQnrcrArbQDcFNOJY0Tt3EG1BTKd5vp0860ja3VgkJ7hIMPxIIYq0VEhgQB31BN2i0ztehLiOlTcU/u0hqVZiERmsGKJGE6esc12JISPNx+zbY2qOShPZQswVfHXZcm5RSmHkGQr00M5ba6T6z8AbIG8xgLADDARkxDpWkufBLV8hkMjCSgrHELOCbcxmoMTl+nxdqnUmIn8bpGcbzFrs5necpZvfqD8HS9LqQQjooZLA4fotlWLAsi4gIB4HkLXqwhIGSZaEuqwPTYPSohPgF+sEvoIX3N1EAkIMQz4EQGgmRclVbpQMSLCOXnGfH84sXODsBIQKgkrGtrnIvRUuUEGkSBbbaCEWt4/dZs6iEKBp46Ct9qzHVCd8wadKkC2lpaXZjug133XXXxb179/rpdLr0JUuWhCYmJnplf2+++WaXkpIStc2cPn/+/PBx48bVTZgw4WKfPn1SdTpd+tixY5NqamrYa665Rj927NiLmZmZGUOHDu2enZ1tv0jnz58fbvOFeMKLL754huM4Ykub+/TTT8cAwMyZM89//vnnoSkpKenFxcUqtVotAMDkyZNrunXrZkpOTs68/fbbE3JycnyuLdCrVy/j0KFDa1NTUzN69eqVNnny5At9+vQxAsCgQYOSy8rK5ACwYMGCU2+88UaXuLi4zOrqatmDDz7Yqqy0Go2GLlq0qGzChAlJOp0unWEYPPzww15D1MaPH1+zdu3aIKkx/VLhUgZDvgugDMBeAJsIIfEAvMf7XMWwZccSBAoZQ8QODweoL4jM2hzAYFxCj2a34y0zFsMw6J4Vi+5Zsbjtn9ehsd6IfYWiwX3nphJs/1nsfHWJC0V1hd7tNl2/BwYGIj09HWvXrgUAbN682WOH2h0JKSkpwXXXXddkeseREMe2LRYz0jMTkJ4Zi2n/uBYVFbXYvk0M21q7eg++XvEHqqtrmmzDlYR484R4UkLag4RIOxcmk8nuVfEUigUADz30ELZt24Zu3bph5cqV6NKliz29sA2tPf7NkRCLxWInBCzLQi6XO12zwVo5xozJt1dwf/iJCiyyZjMuKj2PW2d9iJiIQPTNTkB+jwT0yoiDn9p9p1Ia4sZxnNckBLUuYYWcWQ9qV0IIQAkoCAQwaDC7D8eiEMAJJmvBNQrGOtDtTgmRkhCzYMT5MzWovdiIirNtV0IG394fXy8rRC/LTbhAz6BL2gAIfjIoYmLQWOe4LnL6uk+16iu6duuK7b+LaZtNEAsE2orNcRIlJDDIuxISERFhf0707t0bgPNAAbVYxMxE9gnV4HgWVOIVkcnUCA93KAMWwQTGYIGyWgDnz6B7RJB9nlRl8RUyVg6ztQYIMVtg5mU4Y9DDxhMbLZUwSvqlGo0agiTdMuXMIBTgBYoGkwn3ZOfh2ZaQELMk9MxqAO8S5Xiu8GY9WB4IVKshVBsBlgH1oIS0CkTh1ZQOAH5a914uwDl7oIxxKJTSdtlICLGGlWnlSoBrGo7VUrSEhAy8ZSCOf1YifjEaIW/kYQ6UAZSCMTtCp1lZZ50Qb9Dr9bsBYNSoUfWjRo2ydx6WLl16wvb5jz/+KLF9fuedd04DOO26flRUFLdnzx636Xpty6SkpJiPHDlyAABOnz5d5G7ZZ5555vwzzzzTpDPy0ksvnXvppZfOuU735AmR7o+/vz/97LPPyl2XycrKMh0+fNg+qmXdNzGDp2T/W4rnn3++4vnnn69wnb5x40b7KHB6erq5qKjokLftvPrqq06hKLbj6Drvpptuqr/pppuaJAuQHuOBAwfqbecxOzvbab9HjBjhRLKkv9NW+ERCrBXT4yilJc0ubAWldCGAhZJJ5YSQwS1s31UDp+xYFFDJZNALAhR1Yu+H17DIDYtvdjstSc/rp1Wh4PpMFFzf1OD+427HS/Pt51eg9pgcuQNT0C092kkJCQgIwIABA5xIyLRp7vMRuFMRSkrcXxIdRUK8+SgiIwMx5uZcjLk5F0ajBZs37sMvI55pso3132/D0OvG2muStMYT0h4khBACpVJpT61rMpmgUqm8kpD8/HycPHnS3iFPTk5uok61VglpLhzLndFcqsBJrzM/jRLRYY7tTRjRBwNGDsH2fWVYt/kgvv5pL1iWQbYu2k5KpBXcCSFgWdbuZRIEwaP3xrWtFoteEjojukJETwiBnlM6VaOWVqA3cXqoKQVLAYYXVy/I7opvj4qdddu1JyUhRl4kaz9+9QdM7ZCiVxvkByKXI1yeiKDgNFjUftADUEbFAIf+tC/Xq2/vVm3fhugYx3VVjN3w08chiIaACNRpFF7qFXCHb7/9FsOHD0dAQIC9mJ5a7bj+qMWCBklhv8qGFeAFxqnYH8vKESGpeC0QM4iZh7qSR20gQbDS0fFtVRV6mYOEwMyBQoYGiddn78UTTkqIv9YfPOd4ttgK8UGgqDeZoDdbnEL6mldCHIReaSUhMXGO4282NoDhAGoQQHgxE5cgtB8JIYq+oF4jsZ3DnLyREFZCQppkxwLsSkiQUuW24GJL0RIS4hRCJ2GVDAewZgJC5SDUDHknCelEJy4bmiUhhJDRAF6BGEiaSAjpCWAupXRMM+vN8TBrrofpVzVsnhDwYhYXlmGgZAhYq8GRVxGoZc0b4JYuXWr/3JL0vK4G9zLzJixdJhKE+vp6fPzKOnz8yjoEhvpBFeV4iQQEBGDgwIH275s2bfL4G9KXjw2eSEhb0rG2BNIXn7ssLo7l5EjWuU/n+Oef+3HvPz5EaJg/+uYno7i4zD7PlYR46ky2BwkR26mykxCj0YiLFy/ib3/7m32+60sYcE6NmpWV1YSEXColxJ3R3JsXSbp8l4gQTBiegwnDc2C2cCg6fAaFe8uwfV8ZFi3/HYuW/47gAA3ysuLRt0cC+mbFQyaT2UkIx3EeSYje4EJCeKvRV1IphFICCsBgVjiRkLi4OPs1beYbEayQg7AsTAAYGYHxYlNyLSUhBmuBvVVLfwcn8Rm0VglRaaSdNQIqln6HKjzKabnc/LaRkNiuzqb23VVrcI0pFQyrcjo+zXUeCwoKcO7cOSgUCnsIna2oIwAIZjMuGhrRYDHit/Nvo7bxO/DCcKcMZQwjR5coibrEGwGBQmYSFRSWk/o1WkdC7DBZACqHgROVR/DHoefqnNrjp9HAbJT8DuWsI/yA0cyj1mh0q5BJ4SkcS2U9nnGJcY75hnrwFh6WnyugoAB4wasxvaUg6ptB1Dd7XUYbKGmvy3NVSvIZ1tGFcFJCqMWR1IECapnMSXFsrRLi6nuSesVcISXMvI1kUgrwBIwZ4MyiMV12laTo7UQn/orw5e57DkAegN8AgFK6hxCS6G0FK6Q9ARXEmiNepaWrGY6K6YL9BRXwx0UwJafAGY3Q7LDgYtEZCIk6j6l2d+zYgZdfftn+3dsoT3MICg6yf75pWgGmTJqG3b8fwc5NJfj6u6/s80p2nUbRLw5V8NixY24zXpnNZlgk5kv7+lewEuIKd0oOAOhSg/DIY6OwfVspfvvlIP78w3GZHjlcjYpztYjsIvpmkpOTodPpmnT0bTUX2gqVSoXaWjFNjtFoxJNPPuk0Pyoqyt1qdmRlZWHlypVO01qrhEjPmy2jmvS6cEc0pZ0t12xrnq4JhVyG3Iw45GbE4Z93DERVTSO27yuz//2wRTwfvCTKzGA0ue2MubtOOWoCNXEAZSFmDBWpiEAJTLzcaYTWmYTooVKwMPIUqvMWEDWLWmnVZ+s+SDtGJsEAUAGVZ2vBKnjAusutTtErqaNgz2xBAFWXWBClEtRkgiYuBLr45FZt34aYmBin7wJ4NDSchZ88pMUdYNfrLSDAcU0IZhOqDAYM/3kuMsNOoosiEKAEkJwzlpEjOtrhCTELJjE5gIkHa5GDSDqz6maUGXdwIiFmDjARrK+qwzWRK8DUPwWDabJTGmC1Rg2jQeJrESzW+hcAKFBaedHJLO/uuS29L4yC4z5QKcXtJnZ3qOQWS6O1No1Iumz1SWxocziWDwiQhN25DkA4hWPJPCghlLd7iiAAalbm0ZjeEri+l7yllffTOM6Dzctly3JHqPVeohSKzmKFnejEZYMvJMRCKa11ib9u1mBOKV0g/U4IeQXADy1r3tUDmyeEClQcdKWA4owBgl4P8Dy028/gk3HvYG3kZ+h7Qy/kj+6NXtdnQ+3neHDv3LnTaZutHT0Fmo5Ih4QH4LqxubhubC78kqux/f5vAQAatR9WLdkKGaMEJ4gjt5+/ux5DbuiL6ARHSIT0xaNWq2EymSAIAsrLy2EwGJoQjSudhGg0GvvLtaGhDsNHZmP4SLEmSZ8+X6DSGpH147pi/LntLSR2C0d+QXf0LUjCb79txO+/b8aDDz6Is2fPYuDAga3u6De3P999953TfHdKiBSuVbGB1h9/QojTcTIYDB7DNNyFY3lTQrwdr9AgP9wwMAM3DMyAIFAcLjuPwn1l2P2tDJxFvEbH3PsW+uakiipJdgK6dhE7+e7Cxiwwga02gadKscNLAQGiEmK0sE4j/fHxjs6gSWiE1k+JRrMFlKNAPYdGSSpZ23FVKBQIDg62X18mQx2UmiBA5ug4tvZeVrqmD7U+hlmlCl2mTEZD6V7obk1FiKJ127chIS6hyTRB4CBTkxYpIe4QGOTI5iaYzSACYBKAek6FEFkDBIEAUiWElSNKkuDAArFQIMMJ8DcyLtXGW0FCJBm1BI4DqVBge7QFR+v3ozuARvNJCJL2+PtpYNRLSQjnqGgO4MiFKicS0pwSYpakA7b5ZWITHEqU2aIH4SjMpgYwggVEYqRnGKbVKcBbgmBJcc3aWufBhDrJfc14IyESJUTJypyOUWuVEFd4S0yg8XOcB16wKjM8BcNT8LYbiQLyzjohnejEZYMvd98BQsgdAFhCSHcA/wKwtZl13EEDoPlE9lcp7EoIL4AKFNCbQPQWgOdBtP44eW8KHuqaivO/H8fmr7dj/Ue/Qq6Uo+eQTOTfmIv80bn2EXAbJkyY0Or2eAuLkRKKYeMK8Owzc6HTfYYz50Qv2XsvfI1PX/kVXeJCkWutTRIc43jYh4aGQqFQ4NixY6CUorS0tEnn93IY05sjIdLjm5iYiAMHxEr1Ug+IXM7CbHZ0ll98eQpqqhUo3HoEy7/Yhs8/3YqAQDXy8pLwv1eX4WL1UYwff3M77U3T8DLXc5eXl+d1/czMzCbT2kKQ/Pz87OShsbHRiYS0NByrNdcEwxCkdotEardIPBkcgLNnRRIwoFciik9W4fddxwDAbnBPjGzaSbbADKZSDwqRIFHYjOmAySTJlAQGcXGOsBgT34ioLoE4Ueyo99HghoQAYkiWjYQEhLEw6QGDJONSa5UQQghkChk4M2ezs9h4FPxSUqAekIjI2EbImbZ1pDIS05pM4zgDBIZpcyx/cIiDhFCzCaAEvCBWazGaFBAsDCAxdrOMHFFR4XYPkAAeAm8G4SjYRop6yTlojVosVUIoz4HRszAb5NhduxYRWgoD3+gUjuXv5wd9o6RDy5udCvEduVApdnKtaI6ESKG2LitV08zmehR+96RIAhkl8qNut89raUri1iIs3EFCampqnOZV1jq+yxTujekC5axKiPhdwbDtooQAwAsvvIAnnngCoaGhTqGqrpBeG7wgtofhRWJEQaFkWXGwUNGphHSiE5cLvry5HgDwFMRqTp9BVDP+09xKhJAiOBQTFkA4/qJ+EEDiCaEUlBfA/HIYfK1Ya4DIZBD85Mi/tS+y7rsJnIXD/t+LUbh6B7at2Yk37v8Ab9z/ASojHLWIpk2bhttvv93DrzUPX+uEaLVa+GlViIrpYichj70xEUKdH3ZuLsHP3+zE2k+3Qc87OuoKuQo6XTKOHRM7gCUlJZeNhLRECZG2KSYmxk5CXMO0pN/TM7ohJiYGEyb2RUO9ETv+PIbCbaX4Y/tR/LTBAIYlKC3+Efn9uiO/IBmxXUPalCpVuj+nTp1yKiq5Zs0a6HQ6r+snJSU5mauBth1/b74Qd+FYnozprsu3hhhJ9+POm3sjKSlJrOBuDdtat/kgLp4/1WQ9AQIUp2qgFyIAai//AYFSSGrMgSGsU8E/o9CI0BBHR4ZhidMovPRcRURE2MO4EtKC8PQbTyAi+lX7fGltl5ZCJmdFEmJVbwBYFRHRH6KVt12Fk543G8y8AaEqTZuVkLAwR4dWsBrQeZ5AoAyO1YYCIE6ZkxRKJWQyFsHBwaisFLNSWjgDWIGCM/M4ftIRPqrxa/m1Le3IU07M4sRzDC7yfjjH1cDAGUEltZc0GrXTtScIFmtID0QSUtkyJUQK22i9Wq2GnFXAYg0bsoXAcYIJB6p+si8v7yASEhwsVUJqnOYdlGQTlEmSBEj3kRPMgCCGJhMKyAgDKrTdEwIAjz32GIYOHYqkpCSvdUKkJEQAJ8Zz8hSEBwQFkBASjBo0QtGphHSiE5cNzaaFoJTqKaVPUUr7WP+eppT6Ut1nFIDR1r9hAKIppW+2sb1XLByeEEDgBZBaA2A1GEMmg8CIkjQgGuF6Ds7EPa9OxcclC7H44Gv4x0t/A2UcHc5dKw5iwV3vYOt3f8LQ2PJiSt5i86WkxNb5kBqwWZWA0VP647n3p+HLXXPx0mf3YOAYB8moPF2PY7scHfU9u/c1+f3LQUK8GdNd50u9FbW1tfbOPqXUY3Ysf60K1w5Jx+NPjcFX3zyI19+agom3FaCuzoB33/4Zd05+F1MnLcLbb2zAzh3HYbE0rUrfHKQjohs3brR/zsrKwo033tjs+izLIj093WlaW46/twxZ7s6xr8b01rTJVfWyVXCfMDwHrzwyFuvfvw+zpwxwuy7fUA+rVcuuggigMBsdkaUsI3PyRphoI+Qsg9AwsaNDBepEdF2VEBvW/b4ajEKwF8n09/d3qnPSUsiVtnWtUohEEQEArbz13jEbCCFNzgkDA7KCIttMQsIjJSTEJCohgsCAB8GZ2mAQIjiFY9l8ElL1yMIZRa+dQHH8hIOE+LcgeYcNriQEFOB5BsfMETjLyWAQBBcS4lwnhLOIKXohiB3skooLrVZCpPeXJ1Wn2ujo9CtbWBeltZCG0NXX1zul/T540lF01HFtis9ilTVlMoUAnjPZbjiwhDgpam0hIYQQ9O7du1l10UkJoRyINe00EQBDJI+7h4iqslLZSUK8IScnJ7W5ZSZOnBi/c+dOFQA8/vjjTikkfVlfo9HkAEBZWZl8xIgR3VrbVhtmz54dPWfOHK/VL9esWaMdPHhw28x0VowfPz7BVliwOTzzzDORtton3bt3z2BZNreioqKJHFdcXKzIzs5OjYuLy7zxxhu7GY3G1o9uthBr1qzRbtiwwX4DtWT/WopmSQghZAMhJEjyPZgQ4tHbQQixDanVS/4MAAIIIe7TE/0FYFdCQCFwgph1xT5TBjCAim36sCOEIC41Brc+chMyh6TYp3dLTcCmFdvw7Nj5GB82DU/eOA+r3/kBF05V+dQeX4sVuiMhTuFJChmy85MxeKyjxkmiLhYZmY6O7kcLV+KfN76KxS+uwZ6tR2A2cVe8EuLv72/fd0qpPVRLr9fbK9arVCqPbWdZBhmZsZh+97V4/6N/4NPl/8QDM4cjJjYEq1ftwmMPfY7xY/6Hf89ZiR/W7UN1dVOvgjtIFaXVq1fbP0u9Ci3ZBnDplJCWpOj1tHxLIN0Pd4RTIZeha6T7kVHO3Gj3azmUEAGcRAlhGZmTEmIS9NDXm/DUnJsxdFgmKAXM5uZJyOFzhzB//nz797Z4uwBHR49YyYcUhACB7UBCAGDZsqVO36lggb7eiNAAB/FoHQmRpNs1m6w1NhgIlEGjSQVGLkCwSDr9VnVD+kyyWKu4a+RynK9yDIBoA9pIQqzVzwWOhUAJ9FSOBo518oSo1c5KiMVKQmx/lONhE/1ZhnWbscnTiL2/pB5HTV3zxTttdUUuNVRqpb3iOKXU6R1yrkryftA476sTcbQYQCjAWI3gtB0zfPkC6bF1kBAxRS/vDyRafS8qZccQu6sVu3fvdlvbQ4rly5eX5+bmGgFg4cKFTtlTfFnfhoSEBMv69euPtbyVVw+ef/75ClsV9X//+9+n+vTpUx8ZGdlkxHL27Nmx999/f8WJEyf2BwYGcq+//nqYu+1dCvzyyy/azZs3X9IihTb4kiA7jFJaY/tCKa0GEOF5cXxm/b8TwA7r/52S739JMPY6IQA1mJz6ClXXRAEEUDYzGir1LEx58jasvPAh5v80B6PvGYbTh89g4T8/wB1x9+CeXo/g4zlfoOTP0iaF6WxoSTgW4JmE2CD1kXRNiML9TzlicTVhAvwCVPjmw0144m/vYmLuHFyocGyjvUyI7tASEuI6Ei/dZ1sIlrcaId4Q2SUQN43Nxbz5E/H1qll4ft4EDL4uHQcPnMbLL67BrWNfx/33foxPlv6OI4fP2UfJXZGdnW3/vG+fQ2FqCQm58847nY5LQUGBz+u6QkoWvCkhtt/zpsC1ZziWJ9XLXRppADBbGu1KiGD946kAi8Hx7GdcSIhRaMTx4jPI7hGHvL5i9jOOc+6c2uCaOvTdRe/aP7fWD2KD0lbA0SXMz5o7CUHy9nlXjB9/C95//337dwtnQnV1Y5uVkJDQIPtnajJZQ+IYCJTAzMtAGApe0ukPChZH4Z06tLwBoBTRIVoIkpoe/v4tJ2BSM7PAi+FYFyu1qDeqwFEGjQLrpIS4DkZwvBnEmoo9LjgIgsks2bb7Z51MJnN7zfu1sP0d0XkHAJmMhQyO42TzhQiUoqbGcV+r/Jy7EKEhkiKTnF40flu9F+2lhPgK6bHlwQGc4PDyCECj3mhtS6cS4g02lWLNmjXavLy8lBEjRnRLTEzMGDNmTKKt/5GXl5eyadMmzX333RdjMpmY1NRUe8V02/q1tbVMQUGBLj09PU2n06V/8sknQa6/VVJSoujevXsGIKorNsUgODi4x0MPPRQFiEpCZmZmmk6nS581a5Y9U8tjjz3WJSEhITM3NzflyJEjLbpR6urqmAkTJiRkZWWlpaWl2dtWUlKiyM3NTUlPT09LT09Ps6kDgiBgypQpcQkJCZn9+vXTVVZWtuoi+vzzz0MmTJjQpMMlCAK2bdumvfPOO6sBYNq0aVWrV68Ocl1u9uzZ0ePGjUvIzc1NiY6OzlqyZEnQPffcE6vT6dIHDBjQ3WQyEQD47rvvtGlpaek6nS59woQJCQaDgQBATExM1qxZs6Jt52T37t2qkpISxdKlS8MXLVoUKa2YvnHjRv+cnJzU2NjYrPZURXw5cAIhJI5SegIArJXPPWbHopSOsv73JY3vXwZSJUQaWkBZBnyg3KMSIoWUhAQGBkImlyFnSBZyhmThnlf/jhPFp1G4eicK1+zA5/O+xqf/WYmQLkHoazW29xqaba8r0NJwLOkL310qW2nnzt/fHykpDtWmsuYcXvrsXhgaTdhXeBQ7N5Vg7TzHEPMjExahYEhP5A5MQY+CZPhp2+8F1BJjuqs6ExwcjLKyMgAi+UhKSnKqnh4W1rqBB7VagYL+3VHQv7to3D9SYa/c/vHiTfh48SaEhWvRNz8J+QXdkZObAJU1C5KUhEjREhIycOBAlJWVYcuWLYiKimoTCZGGNLgqIe5Ck6SdcWmRRaDtIXq+hN55IiEmSz0oT0EptftBBAjgTQ4SL2PlCAgIgFarRX19PXjK4fCh47hwtgaBgWIHUhp2I21PWpqzsbtGEkffVhJiT9NrS+hjC8UiYnqmQEXL1QBPkLbVbNGjurrRiXy2pHaRu3UEs42EALxAwHEs5Aqzk/IQHR3WpC0Wa62QuMhgsJJ0ta0xpks78pTnRJ8ABWqNavBgYBRkTs9wVyVEECzWivJAXEAgjpwoc2zbi1Kh1Wqb3ENSYvLUU0/hv//9r9e2q1QdQ0JYGQs5UcBExfbW1NQgPj4eZRerwRkdz/aAIOf1wiRFJjmLHioCyBkGhKJda534Aq1EfRKN8oJIQCAWH23Um61tab5+15WAp3d/2/VI3fn2ScNoRfeACP1/cm4+2fySIg4dOqTes2fPsYSEBEtubm7qhg0b/IcPH25/6L799tunP/7444ji4uIm1bk1Go2wdu3a0pCQEOHs2bOyvn37pt5xxx01nkoWLF++vBwADh8+rBgxYkT3GTNmVH399dcBpaWlqn379h2ilGLo0KHJ69at8/f39xe++eabkKKiooMWiwU9e/ZMz8nJ0QPA/PnzwwHPldMB4Mknn4waPHhw3VdffVVWWVnJ9u7dO23MmDF10dHR3ObNmw9rNBpaVFSkvP3227vt37//0LJly4JKS0uVpaWl+0+dOiXPysrKmDp1ahUATJ8+veuWLVuaPCjHjRt3cd68efaK7vX19cymTZsCP/jggyaV1ysqKmRarZa3qaoJCQnmiooKt5JdeXm5cuvWrYd37dqlGjJkSOqSJUuOLlq06NT111+f9OWXXwaOHz++dsaMGYk//vhjSXZ2tmns2LEJL7/8cvicOXPOA0BYWBh38ODBQy+++GL4iy++GLl8+fLyKVOmXPD39+fnzp1bAQDvv/9+WEVFhXzHjh3Fe/bsUY0dOzbZRpDaCl9IyFMAfieEbIT4GhwA4O7mViKE9Aewh1LaSAj5G4BeAF6zkZm/GliJEiINxaJqBQQZASUUqhYoIa5GVkII4tNiEZ8Wi4mP3oS6qnps/34Xtq/diY1fbcW6xT9DoZIj57os9L0xF117OcIyDx48iMbGRvsLuyXhWDa4kpDo6Gj4+/ujoaEBNTU1uHDhAiIiIpA/NAP5QzMw60UBtr5Ct9Su+PW7Xfj+s21gZQzScuLRa2AKcgekIDkzxmPdFF/Q2nAsjUbjVgnZv3+/fZqrt6I1IISgu64Luuu64G9/vwbVFxvwx/ZjKNx2BL/8dBBrV++BQiFDz17xyC9IRo+cWDAM00ThSkhIaNHvRkZGYty4cW1uf0uVkLi4OBBCQCnFqVOnYDab7SPPl1MJMfKNUEgM6QIFeMqDNzqOsy1rUkxMDIqLxQgCk7EaT/39PYyZNgiAtTPjpj3jxo3DE088gRdeeKHJb7c1HEttHVigTZQQAgZAiKKpqby1kHb8TWY96moN0Bsc5601JEQaikSt4VigBBaeBQUBywoQJHVCusaLodxO4ViC6AnpHhuGwbmJ+Nh6m7aGhDgRCms4FqjoteEoCyOVNQnHkl6vvGCxEheKSD8/QKKE2DwR7qDValFRUeE0TdqWxx57DN+v3Ijdxb973IayAxQEAJDJGciIwj7caFNCDpw7L/p6rAgKcX52S0mIxaKHnGHAEwa1jUane6cjlBBtgOO64yHWLbHVXmEsQKPeZG3L1UFCrgRkZWU1JiUlWQAgIyNDf/ToUZ9j2QRBIDNnzowtLCz0ZxgG58+fV5w6dUoWFxfHeVpHr9eT8ePHJ7366qsndDqd+ZVXXonYtGlTQLr15azX65ni4mJVfX09c8MNN9RotVoBAIYNG1Zj24Y38mHDb7/9FvDDDz8ELVy4sAsAmEwmUlpaqoiPj7dMnz49/uDBg2qGYVBeXq4EgI0bN2pvvfXWizKZDAkJCZaCggL7yO7ixYt9InVffPFFYG5uboO7UKyWYOjQobVKpZLm5eUZeJ4nt9xySx0AZGRkGI4fP67Yu3evKjY21pSdnW0CgKlTp1a99dZbEQDOA8Add9xRDQB5eXn6VatWeRwxGzNmTA3LssjNzTVWVVW1203TLAmhlK4nhPQCkG+dNJNSWunDtt8B0IMQ0gPAQwA+ALAMwKDWNvZKhpMSYiMhahVooB8oC4CIaQq9QZoKsblsOgGhWlw/eRCunzwIFrMFRZvFbFuFa3Zi+9pdAIBgVRiqjZUwGo34/vvv7Sl/24OEEEKQlJSEvXv3AgDKy8vtcfE8z9sLxhFC8Pzif4Cz8Di0uxy7NpVg5+YSLF2wHksXrEdAiB969deh10AdcgekICSiZR2q1hrTbUqI6z4XFRXZp7lLd9tWBIf422uSmM0civadxPZtpdi29Qj+KDwKAAjQRqKm9qzTet26tdmr1yq0VAlRKpWIjY3FyZMnQSnFiRMnkJwsev/aqoS0lITI5UpYrHVFTHwDFAAEgUKAmKIToBCMvGR58X0aGxtrJyECbcDJ0vNY/+lWsWgclRSxkxZcVCgwb948bN261SmhANB2JURjUw4JkYRkEbsSEqv2Fh3bMriSEEGgMJnaj4QIFrNdCTFbxOehjBWcKo53S45u0haLYIRSLkNNjR4nJMb01pBZaZiOwHNgrAXsLLwMPBhYBFYsYmiFaziWIHAgggAZGCgIi+k9svC0dZ5S5fm6dnfspNvVarX43/8W4NqRfT1uw1ZX5FKDlbEiCbGitrYWdQYjthwoAzU7SFdQkEs4VqgjHIsXjGAZBiAEF2rqQamD8Hur79Fe8NdKSQhnN6UDIgkxGMT9UKuvDk9ISxSLSwWlUmmPgmFZFhzH+WyWfvfdd0OqqqpkRUVFh5RKJY2JickyGAxeRyAnT54cP3r06Oqbb765HhD9STNnzjz7yCOPOPVB586d26aHIKUUK1asKO3Ro4dJOn327NnRERERlpUrVx4XBAFqtTq3uW35qoR8+eWXIbfeemvTzhaAyMhIrr6+nrVYLJDL5SgrK1NERkaa3S1rOycsy0Imk1HboC7DMD6dH5VKRQFAJpNRb8vblgPgMZy8NfB1CJqHyJrqAKQTQgb6sA5HxZbeBOBNSulbANovbuAKg0MJoYDtIZ0UB3NOAqhMNDI3l7pVqoS0ZPRUrpCj13VZuO+1O7HkyBv4YP+rmP7CJHQPdySlePjvT+B/dy/CttU7UCep+uzOE7J06VJ7+l0bXEkIAKf4eWkYk+sIOSFENLj3TcLUR27AG6tm4bPtz+KRV29H74Ep2LP1CF59ZDkm5c/FfTcscDK4NwepEdo1n70rvJEQd0qIu8J/7QmFQobc3om474HrsfSze/Hh0rtx971DEBER12TZ8+coGhpaniWtrfDVmC4lg4mJjkhM6XXU0UpIZLizyVyanpe3PkSllbFtHSPpdW1orERQgDhdOpKrkCvcKni9e/duMk1qWm8N/O0kxN1cCiXbfp0o6XPAzBkgUB6cNf0sAWnVeZOSEN5isseT6evUIBZAxvJOSkh8gqjiSu9PjjeA1NShtkaPixcdz8lWtSfAQUKowIlvNx7QW+TgKAMLZUFNzoqX9NrjrTUwWIGgusGAuhpJIdcWkhBXRaD/0F5e267qIBIik7GQM86ekJe/3Yjvtx1yUkKCg50H1qTXD8cbwBIClhBUXKyxT1cqlG1KY+4rAgIlYYDgQXkehAdAKRgO0FvDsTRXCQm5WiCTyajNiyBFbW0tGxYWZlEqlXT16tXaM2fOeD3wL7zwQnhDQwMr7biPHDmybtmyZWG1tbUMABw/flx++vRp2ZAhQxq+//77oIaGBlJdXc1s2LAhqCVtHjx4cN2CBQsibREIW7ZsUdvaHBUVZWFZFm+//XaoLYvmoEGD6lesWBHCcRzKy8vlhYWF9ott8eLFJ23Gc+mfdD+qqqrYP/74Q3vHHXfUuGsPwzDIz8+vt3kvPvzww9BRo0a5XbY59OjRw3j69GnF/v37lQCwdOnS0AEDBtR7W0er1fL19fUdUkCnWSWEEHIXgAchFhrcA1ER2QZgSDOr1hNCngDwNwADiVj29S+re7Jyx/kiJouYEUvOQpCzEFgClvH+0BUEwa1C0VIQQhCf3hXx6V2RfF0s+vTpAwCoZ2rw2/Kt+P6Dn3GeOkYSLQ3iy9bVhH399dfjyJEj9o5Wa0mIpxHv4HAthtyciyE350IQBBw7dNauknz70WaseO83KNVy9MhPtoduxSSGNXl5SX0bVVXeM4e5tstV/aGUOikhl5qESEEIQVx8GOLiw1B6bAyeemq7fZ5GHYIF83/Eawt+QlZ2V+QXJCO/XzJiu4Z62WL7oKUpegGRhGzatAkAcPz4cfv09iQhnkLvpNdpVJc4nDojqksmoRHgBQgCBU8pBCsJEUwOEqK0htJIr2szMYI0NkDfoIVc5hj9UXm4rt1dM20mIQHW3yK29LzE4QkBIG9GYW0JnDwhvFEkDVbIZa3rPErPG+U5aMoFyE4oUaPyg8IfIFG8k9k8KEh89knvbYOlDoYjJ1BTm4P6Osc5bpUSonVWQmxG5eM1YThjCEYjrwQ1efaE8ILFHtpzsUEPrsIxKOstHMs1eYFt21I0l8q5I8KYAFHZlxGHb2Nj4X4crL4ARBAxuYAVAQHOr3SpEsLxBjDWwqB19Y5zpvRyjNoTKrUKBAwoBFBQULNZ5PEUeCirP/S1VhKi6SQh7YlJkyZdSEtLS8/MzNSvWrXK/gK46667Lo4cOTJZp9OlZ2dn6xMTE72Oqr355ptd5HI5TU1NTQeAadOmXXj00UcvHDhwQNWnT59UQPSZfPrpp8evueYa/dixYy9mZmZmhIaGWrKzs+0vK188IS+++OKZu+++Oy41NTVdEATStWtX06+//lo6c+bM8+PHj0/64osvQocMGVKrVqsFAJg8eXLNzz//HJCcnJwZHR1tysnJcR8H7AGffvpp0IABA+oCAgKc4q4HDRqUvGTJkvKEhATLggULTk2cODHpP//5T0xGRob+wQcf9CUCqQk0Gg1dtGhR2YQJE5J4nkePHj30Dz/8sNcQtfHjx9fccsstSevWrQt67bXXLqmFwhdPyIMA+gAopJQOJoSkApjnw3oTAdwBYDql9BwhJA7Ay61v6pUNJyXEZAZYFmAZCHICMARy1rvo1NDQYJe4/Pz82lRXwIauXbvaP8s0DFacWoy9vx1An+Er7NPvTn8EutxuiM1zTql97Ngx1NbW2jsl7U1CpGAYBskZMUjOiMGt9w6BvsGIfduPiqRk02H88eshAEBkbDByB6Sg18AU9CxIhl+A2umlZyts5gnNKSHnz5+3b8PPz69FZvD2hKs5feCgPLw8fzIKt5WicGspFr39Mxa9/TNiYoLRt18y8guSkZUdB7m8/QcuvCkhnmpmSEPHbEoIx3FOIXqtCcdoqTG9a2wC/txlbSvVg2nkQUHAC2K3BHBWQmyjzNJaIYxWTMHaWGeAJsrRKVN76AxGR0c3mdZWEhJgNcXbq6VLUvUSAshJ+513rVYrqVTOwWJ2EE+lvHWdR4ZhIGMUYgE7AMpzZrAKFThrn5yrdK5ar/YTf8c2gAIA1bggptKuaURDo+Mct8YTIh0hpwIHAoDhxUKQp82B0AsKp4rpTcKxqAVEEACO4mKDAfoLjogKb8+7yMimZQtaGpbYYdmx5CxkjOO3dhaVQh0bCYZ3FJwEgJAA5/tY+jy2cAYwEAunS8PtPN077Q2WZcASGThqLQDJmcWQLApoqBw11meIX6cS4hV6vX43AIwaNap+1KhR9hH0pUuX2junf/zxR4nt8zvvvHMawGnX9aOiorg9e/a4TddrWyYlJcV85MiRAwBw+vTpInfLPvPMM+efeeaZ867TX3rppXMvvfTSOdfpnsiHdH/8/f3pZ599Vu66TFZWlunw4cN2k71138AwjNP+txT/+te/qv71r381GTXduHFjqe1zenq6uaio6JC37bz66qtO2V9sx9F13k033VR/0003NUkWID3GAwcO1NvOY3Z2ttN+jxgxwolkSX+nrfClp2uklBoJISCEKCmlxYSQlOZWopSeA/Cq5PsJAEs9r3F1w1ExHYDJDKJSQZAxEGQACCCXtZ8fxFdIwyAaGhogV8iRUpBkn6ZWq3HXnEnYtmYn1i/6rcn6F85f6BAS4gqNvwr512Ug/7oMAMDZE1XYuakEuzaX4NdVu/H954VgWNHgHtrNcVzbooRUV1c38YO0xTDfFriSkPT0dGRmdUVmVlfcdfdgnDtbg+2Fpdi+7ShWf7cLX3/1JzQaBXr36Yb8fsno0zcJwcHtUzvCVyXEUziWTQlxTQrQ1hF1X0hIly5R0Gg00Ov14MGBvagHqB8ESsFTQQzNMkvDbpoqIQahEQLHo6HOiIBujn1Ua9xf1126dGkyra0kJK1XPAQF2yRFr42ItKcSQghBUGAQqi6K95LR4EiA0loSAogqCmftvFKDEYRRWUNjAH25Y7sskUFpNQqnpqaiS5cuOHfuHDhYUI8anCk86kR+W6OEaIMkYTo858jbTMVRe54yXrNj8YIYjiVwAi42NEJf4wgP85Zy92oiIayMhVyuBqyHWrAV1KHOJCS+q3P7XcP5bFXlpUpXa85Za8EycnC2KvS8GaxAISMEdQ1GGI0Wa3s65ph2ohOdaApfSMgpa7HCbwFsIIRUA2jCGG0ghNTDfQpfAoBSStsvlcsVBHvFdJ4DOB5EroAgYwFWDJ1QsN47Ct4yY7UWarXanqnIYDCA53mn0Wx/f3/c9vhY3Pb4WJw9cQ7R8U41hnBXz1kYNGwACkb1xsXKi07rAZeOhLgiKi4Uo/7WD6P+1s9qcC/Dzo1i6NYPnzkGCsqPn8KGlX96NLg3Z0yX+kEuhSndV0gVLKBpaF6XqCDcNLY3bhrbGwaDGbt3laFwaym2byvFpo3FIARITYtBvlUl6ZYU0eoY7NYoIVISUloqDuxIyUFrOyEtJSFBwUGIjY3F4cOHAQDC+RoAfvZQLACg0iJ51nZJr+sGcz04wkGQC+hbkIgvVjRtixRRUVFNprWVhPQelAo+0vpMII4/av0ua2eyHBIaYich3ZL8sNt6iyk91MDwBUqFCgazOIhKGk0gaoBQCl7DAwZHeA8LGRRWEkIIwZAhQ/DZZ2LpqUqcRbDeDJ5vW4e2SbpdChAxeRIumPzBWVgnj0qTFL3grMP7FPV6E+prHeHVnooSAu4JqrvraOrUqfj444/dbqPjlBAGckkRzDMXK9E9ASACQCUVPlMTnUmXVAkxc+LzggoUVKKEaFqhXrUWDHF0cXjBAlYQ4KdUoK7BAIuVhPh1kpBOdOKywSMJIYQkUkqPU0rHWic9Rwj5FUAggPWe1qOU/mXN595gV0Jso0QKBaiC2EMn/JqpytpaU7o3MAwDPz8/e8essbHRI0GIiuuCXr16YdeuXfZpvW/MRtmuEyhcvRO76J+Otp6tB6W0w0iIFDI5i6y8JGTliSb3MycqEBMvFlhr1NdhwcNfgBCCxNQo5A5MQa8BKcjonQiFUtakXdIY7QMHDjiN4nWkH8QVhBD0798fW7ZsAQCMGTPG47JqtQL9+uvQr7/OXpOkcOsRFG4rxUcfbMRHH2xEeLgWfQtEQtKzV0KLUlJKO3mu6W89KSHS1MZFRUVoaGhwqj3TkiKQUrSUhISEBDoRTabBKI7K2gzqIE4kxM9aqVt6XdcZamGBGfADMtIdnUhP13VISAjkcrk99AxoOwmRwilNLwHUrAzx/u3rDZI+fwIDJT4YZevvZZVKDVhPDanVg4SJHX8wFOFJp2FLX8AQFgpJ3YahQ4faSchxHEK4Md2JhLQmHEt6rVKet1c+ByWoNGthNCpAOefsWNL7QKBipiVb1UtO4puRhnq5wp0S4s6s/sILL4BhGFRXV+Obb75xmtdRJIRhGMhkkgKNFvF+IxYK3uI4/l0DnYmpMwkRq9xTgYpZ0axoTYHJ1oIljmuJ481QChQahRy1DUawVj9YpzG9E524fPCmhKwAkEsI+ZlSeh0AUEo3elm+CQgh1wDoTin9iBASBkBLKT3e3HpXI2wV06ktZ7xKASpjQBkABLgz03vWk0uhhACw1/IAxCKF3szB69atc3pRDrtrEIYPH46yAycx/MZhuHhCDMN854El2PDSNvS4PsO+7KlTp0ApBSHkkpIQV0THRUKtVsNgMECgAl768m6U7DyNXS4G9+y+STh32hEaqlar0aNHD/vxOXLkCI4cOWKffzmVEAB455138NRTT6F///7IycnxaR1pTZLJUwfgYlUD/th+FIXbSvHzhgNYs2o3FAoZcnITkF+QjL4FyYhoJiWyt9TNns5zSEgIsrKyUFRUBI7jsG3btibzW4MWk5DQYOfrz2AU5Vjrn0AJqMXhCbF1jkJDQ6FUKmEymWA0G6CnjZCHADWSrEyermuGYRAREYHTp+0h0W4NyW2B1BfySOYwKJj2rfgsJSGnTzsGF9pCQvz8/QGrZUuwdtqJALA8hYx3EDaGyCBXOFTj2267DS/MewFHSo+AguJk434IkuVbo4RISYhgKz4pAFQQ0wbXVvmD8l7CsSgvFr4TRPJCJYQzIKBlJKR79+5NpnXp0gWLFy/GiRMnLhsJAQC5xBPCm8X7jW20wBboQBgWSqXz8ZeSEJOlEQLPi2mxJUqINHXupQbLOCshEASEBGhwpPwCEqznSqHsrJjeiU5cLni7+xhCyJMAdISQ2a4zKaWvulnHDkLIswB6A0gB8BEABYBPAPRvfXOvXNiN6YIAsCyIQm7vKFACxAd6rxVwqUiIVqvFuXOiV6uhoaFJbL4UERERuOWWW7BihRhzUldXJ6oKmXFQBTpGi6b9exLO76vB1hV/QgY5OFhgNpvxxWtfY9htQ7z+xqVAaGioXYkJDFfi1nuG4NZ7hjgquG8uwa5NJbhwztGJXrFoE0bezGLszWOx7JNlTbZ5OZUQ2++vWrWqTdsICfXHiBt6YMQNPcSaJHtPonDbEWyzhm4BQFJyBPrmiypJSlo0WJcECt6yj3kKxwKAQYMG2T02GzduRF5enn1ea+tmtDQ7VmhYiAsJsQ4QWG9MC2WdlBCbJ4QQgpiYGLupXm9pQAClqL7oyF7nLUuR67x27ThKTOkAEKVpv2eFDdLnz7kKh89To279CLZT9WrOLGaX4gkYjkAlOJ4tMiJzCh1Uq9V4Zs4zmDJlCgDAzOudqta35vkiPR+27FgEBBAIjEYFBI4VvSKSNrim6KW8AEJFkzOV+B0Cg3wnITKZzGv9H3fvgQ4lIVIlpFG89qmkMKNMLgdDnFWEkJAQ+Gn80KhvBCeYUFFRDG14D6dwrNaoV62FVAkRBDMITxEVosX+A8cQKIjPukuR0KMTneiEb/BGQm4DcLN1mdaEWI0FkANgFwBQSs8QQv6yoVoyaYpehQKUZUAZSTiWwnsIjLSSbmtHit3B1ZwuVULcjeZK/QfSlMHSzt2wSYORNCcJZpMFGanbUVomKgjzZr+MDx/6Amw351HES42wsDA7CamsrLRXF1f7KdH3unT0vU4MD/o+aiH052oAADt+O4KdP55AjcSAakN4eHi7htBcCVAoZMjtk4jcPmJdkhPlVSjcVorthaX44vNt+OyTrQgMVCPPSkhy+yTC31/lNfuYp3AsQCQhb775JgBg1apVSEpyJERo7fXd0uxYoWFBTp1UarHY3WqUAkZeBmqRmJz9HMvGxsbaSYgJBkAQUFfjuB+8XddsM/6v1oBhCASBis8TwE5G2tsPAjh3fi9UOZLQqNWtH1AICHQ8V3jeDIYTU9wSC8BKyoOxTNPnpNQjxQsWCLT9lBAqcHZpjAoALxBQXgAVpKmblS6eEB4ML1grrQOBShlsaWi0LVBCkpKSIJd7fi9otVq7p0/alo6CRikpXFlbCYHnYKx3qMlylRKEOLefZVmMvv4mfPGdGEJ37NhGZKRlOoVjdcQ7wYbk9Dj8sUus8ScmFBAQFiSSoOMnq8BAfDZ2ohOduDzw+AajlJZATKk7m1L6b9c/H7ZtthYrFP2ThHTc8MdlAMNIihHKWIAhoAzsRETTTEpSm4EXgFOHra1wJSHNqRS+kBDbNhVKOe6Ycrt9+n5sR9gwFQTieIHvXL8Pr9/7HrZ/vwtmo9uCn22GtKPsLUOWyezo7Xz869OY/8W9mDFzCvqnj4GKdRynuLBUbFjxJ6oqat1t5qoHIQTxCWGYeHs+Xn39b1j53Uw8Necm9M7rhsJtpXj+uW8wfsxreGTWp9i2xZGF0JWEeFNCBg8ebO/sFRUV4ZVXXrHPu5ThWNI2BQVpnTuPNr8WFR9K9WYFKCepgK5xdE6lvhCjlYTUSovSeelIXYqsakqbT8IlRW97ZsayQUpCqmsd59zfr/VhNCEhQfbPPG8C4UQVgTEzUHGO4yVjm3bKpc8wDiYIVoJACGlVp9w5HEskIYQC4AkEgXFSx1hGVGaclBBwgNkCIlAsvHMMCC/1FXl+zbk+b92FZ0nBMEwTz0hHkhCWVUAlE3+fUgHmi+dRd8yRQTAiKRpwkx562uRp9s8XLx6HxczbQ/CAjs2OFdfNkSiCyET1SqOQQ6WUgbPe+51KiHfk5OSkNrfMxIkT43fu3KkCgMcff9wpA4Mv62s0mhwAKCsrk48YMcKzPOgjZs+eHT1nzhyvN9iaNWu0gwcPTm7rbwHA+PHjE2yFBZtDVVUVO2TIkOSUlJT05OTkjNdff92tqW/z5s0anU6XHhcXlzl16tSutkKKHYFly5YF2c4nAOTl5aVs2rTpkty4Xt+WlFIBwEOt3PaXhJB3AQQRQv4B4CcA77dyW1cFbCNWhJWJ5IMh9hFLTTNKyNGjR+2fLyUJaU4Jkb70miMhAHD//fc7vdS/+OETdB3oUBFCIkLw0yeb8PSoFzA+bBqeHTsf6xb/jIvnHEbltsJXEiLtuGoD/EVz+8Mj8fuB73C24iwWv74ctw6fgURNf7z66HL8reB53DtyAT54YTV2/34YZlNT1eSvAK1WjcHXZeCJp2/Cim8exP/emIxbJvZFdXUjPl3mSEhQXV2NHX8ehcXqo/CmhISGhuKRRx6xfz940JGi/JKSEIODhAQHBbgUypMqIQS1ZrVLmIizEmKDqIRQn5WQ9qjx4wqlPW6d2AkIJYD8EhAeqSfEYHKkZfZrAwkJDZNUP+dMogoiAMRC0MvP4S1rjoSYqeP8KuStK57oLhwLEImI6BNyXBMymcK+ju23KCh4kxngKS7W6mE0Oq7FloQa+RKW6BqS1ZEkBITAT+EIxzSdP4uqswfs37v3joW7+sNJ3ZPBWLsWlPLgOBMEc9vUq9ZC+luEESAjBAa9GXlZCfZngULeqYR4w+7du93W9pBi+fLl5bm5uUYAWLhwoVOKQF/WtyEhIcGyfv36Y80vefXi5ZdfDk9JSTGUlJQc3LRpU8mcOXO6Go3GJg+y++67L/6dd94pLysr23/s2DHVihUrOiyz7Lfffhu0b9++DpEsfXmD/UQIeZgQ0pUQEmL7a24lSukrEM3tKyH6QuZQSt9oY3uvDliVEDCwG9P9vMjugLMSkpzcLuQcQPsoITzP29dzHRUMDw/HnDlznLaxdKmjHMw1o/ti5YUPMW/dUxg29VqU7j6OV/+xCBOj78b9fR/HJ8+vQOme404hBy2FLwULbWmKbXDtRAaF+mPav27F8vWL8OWf8/DW2tmY9tiNCAzxw3dLfseTU97DrTlz8MydH+Dbjzbj5NHzbWrzlQpWxiAruyv+MWMwPvj4bny2/AH4+dlGQylmP/ghxt/0GuY++zWqqrwbtR9++GG3v9EenhBflBBtgJ9zViOLGbBWcKYA6k1qpyxIag8kxAgDQAVUVjg8Rd48IRMmTLB/Hjx4sPed8hFyl5ARai39fKmVEKfpQa33n4SFSzqzxAjCi3IUMRP4cY5no4xtqhhLB0ZMvGMQRdXKlMFNlBBAbIsAUIEAktoxMpkjXbA0wYDJUgeGpzhx9qITCWlJB9s1Fbc7uJ4Lbx6S9gYjI/BXOfb5/Old0BvE5ysDGbJ6awE0vf78AjWQwXEeeZNBLOBrRUeSEOn7j4cZLCFobDThselDxTR5EJ95nfAMm0qxZs0abV5eXsqIESO6JSYmZowZMybRNjpvGym/7777YkwmE5Oampo+ZsyYROn6tbW1TEFBgS49PT1Np9Olf/LJJ0Guv1VSUqLo3r17BiCqK6mpqempqanpwcHBPR566KEoAHjmmWciMzMz03Q6XfqsWbPs1WEfe+yxLgkJCZm5ubkpR44caRFbr6urYyZMmJCQlZWVlpaWZm9bSUmJIjc3NyU9PT0tPT09bcOGDX4AIAgCpkyZEpeQkJDZr18/XWVlpc9MlhCC+vp6VhAE1NXVMYGBgZxcLnfqTJSXl8sbGhqY6667rpFhGEyaNKnq22+/bfLiHD9+fMKkSZPievTokRobG5u1Zs0a7YQJExK6deuWMX78+ATbcu+++26ITqdL7969e8a9995rr8ar0WhyHnjggZiUlJT0Hj16pJ48eVK2YcMGv59++ino6aefjk1NTU0/cOCAEgA+//zz4KysrLSEhITM9evXt1t2CV8O3ETr/39KplEAbp+GhJBkAJGU0i2U0g0ANlinX0MISaKUHnW33l8KrAxgGLsSQptJ0WuxWFBe7ii90p4vGlcSIoWvnhBpkTo/P78m4SZPPPEEunTpgmnTRBmek3bs1GooVAr0Gd4TfYb3xP1vTMfxohPYtnoHCtfsxNLnvsSSZ5cjvGso8m/MRf7o3ug5OAMKle9pE72Zp20wmRzhAAqFwmvIDCEE3dKi0S0tGhNmDIZRLxrcd2wSDe7vPi8O7ETEBKPXAB1yB6SgZ//u8A/ouFjnjkKXqCBERUWitFSshXDPP6/B2dMU27cdQVWlg4SsX1sElgl0qkkSEBCAhIQElJWVOW3zUioh0pC7JpWuLRZ78TRKCQxm51Ss/l6UEBnL4MBOx6PLmxLy8MMPY9u2baisrMS7777r2841g2l3DcJL81bbBzUA8b+cbf8OlCcSEhHV+ixfEZGOe5SjBtHULVAQnkFjveNcKuRN73tPtTdUrfQWOJEQ3mLN12wrR8+Cmp3VFhuSkpJw/rzokdFbahBKgRNnq2FuQfHEZ555Bs8//zyUSqWTUugJrjWCpAkeLjUIS+AnISFVF+1FsRGhSUJYiAUgTbsQIgmRw2ytdMiZDRjYPQbL/xDndyQJkT5rLIIRDIDGBhNCgvwQpxdQdaHe88pXGN4qXdb1hP5Mux68OE20/p/Jk0/6uvyhQ4fUe/bsOZaQkGDJzc1N3bBhg//w4cPtHYu333779McffxxRXFzcpDq3RqMR1q5dWxoSEiKcPXtW1rdv39Q77rijxtO7ePny5eUAcPjwYcWIESO6z5gxo+rrr78OKC0tVe3bt+8QpRRDhw5NXrdunb+/v7/wzTffhBQVFR20WCzo2bNnek5Ojh4A5s+fHw54rpwOAE8++WTU4MGD67766quyyspKtnfv3mljxoypi46O5jZv3nxYo9HQoqIi5e23395t//79h5YtWxZUWlqqLC0t3X/q1Cl5VlZWxtSpU6sAYPr06V23bNnSxBw2bty4i/PmzTv36KOPnh8xYkRyZGRkdmNjI/vhhx8ec/URlpeXy6OiouzyYXx8vPns2bNuR7Jra2tlu3fvLv7ss8+CbrvttuRffvmlODc315CdnZ22detWdXR0NPfcc8/F7Ny581B4eDg3YMAA3bJly4ImT55cYzAYmIKCgoY33njj9D333BP7xhtvhM+fP//s0KFDa0aNGlV755132kNWOI4jRUVFh5YvXx44d+7c6BEjRhz2dDxbgmZJCKU0sbllXPAagCfcTK+1zhvdwu1ddSAyFoI1HIsSURTxVqzwxIkT9o57dHR0uz6kXUmI9IZvTgmpr6+3r+due1JMmjQJs2bNcsryBTTtrBFC0C07Ht2y4zHpqfGorqjB9rW7ULhmBzYs3YjVi36Eyk+J3OuzkT+qN/re2AvBkUFe99GXcKy2pA1WaZTIG5KOvCGiwf3cSbGC+87Nh7FxzR6s/2I7GJZBas845A5MQe7AFCRnxjbJNHW1IiwszK7UxScE4I5J/SEIFKGh/7YPcK74chdWfVviqEnSrztyesUjPT29w0gIx3HgeZvHg0AmkzmTEN4C+UUKWCOFDZwzCdH4O+6HmBj7YBGMMEAmI2is9c0TotFosG7dOp/3yxdcPzwLr6zYBDQYO9QTIkVUdOtJiFT9ovp6MRTLGuJ8vkpSlV3ZVN3wFOKkaSUJkYY0UZ4DY6Zi6mbB6gmRKCEKhTMJ2bZtGwBAz9cijBNQfuYizGbfScjTTz+NHj16QKfTIS4urtm22kiPDb6s015gGIIApftzHh/SB4H+5+CuC6HWqiCXhGnxZgMMDZ5Tw19KSK87M28CAVBvJb28iQP5izyjOwpZWVmNSUlJFgDIyMjQHz161OfRQkEQyMyZM2MLCwv9GYbB+fPnFadOnZLFxcVxntbR6/Vk/PjxSa+++uoJnU5nfuWVVyI2bdoUkG4tRqXX65ni4mJVfX09c8MNN9RotVoBAIYNG1Zj24Y38mHDb7/9FvDDDz8ELVy4sAsAmEwmUlpaqoiPj7dMnz49/uDBg2qGYVBeXq4EgI0bN2pvvfXWizKZDAkJCZaCggI7m128eLFXUvftt98GZmZmGrZt23b44MGDyuHDh+uGDRt2ICQkpFWmjxtvvLGGYRj06tVLHxoaasnLyzMAgE6nMxw9elR57NgxZX5+fn10dDQHABMnTry4ceNG/8mTJ9fI5XJ622231QJAbm5u408//eQx5GvChAnVANCvX7/GRx55pN2K6zRLQgghU9xNp5QudTcdogpS5DqRUlpECEloWfOuUrBSYzqgViq8xi5fKj8I0JSESLOx+KqE+EJCFAoFcnNz8csvvzhNb67DHxwZhBHThmDEtCEwG83Y8+sBFK7egcK1O7Hl2z9BCEFKXrJVJclFt+z4JsdSGq7hqvbY0J61S7p0DcWNk/rhxkliBffi3eXYubkEOzeV4JPXfsSy//0AbZAGOdfokDtAh9yBKQiNbH0oy+WGVGmyhbsxDIFFkvFm2RcP4OD+CmzfdgQ/bdiPNat2Q6mU4WJt005ya8OxpCPY7lL0SqexhAUhxKnDw/NmhBwT0JAqKiFGi8yJhHj2hOhhqDfCwjuuodbuQ1vgp1agrsF5v/WW9vcpeSqWGhXb+oxx0uPF1elBBArGyhfPVzsGLtwRCxuZdCWera287URMOTMCys0wBSlhFIiYHUviE5ISFqlCbeBqwZs5nDpb7ZT5qbkOtkKhwPjx431uqzRMF0CrPDCtBStj4ado6pnVIhgB2hhEhRaDuDGmsywLBaMUizlCDMc6K0mP3pHZsaTXnYkzAJSirk68jswm7qoKxWqJYnGpoFQq7WFDLMuC4zifL8h33303pKqqSlZUVHRIqVTSmJiYLIPB4PUETJ48OX706NHVN998cz0ghgTPnDnz7COPPOIUdz137tw2pbOklGLFihWlPXr0MEmnz549OzoiIsKycuXK44IgQK1W5za3reaUkCVLloQ+/vjj5xiGQWZmpqlr166mvXv3qgYPHmxn6vHx8Rap8lFeXq6QKiNSqFQqCljvO4XCfn4YhgHHccQ11EsKmUxGbQPTMpnM6/m0/Y5MJgPP8+32IPLlDuwj+RsA4DkAnks4A0Fe5nl8+lg9J78SQg4SQg4QQh6UzHuAEFJsnT7fhzZfVhCGEeUPuyndO9e7VH4QwLsx3VdPiC8kBHBfGbolLxyFSoG8kTn419v/wKdl72DR7pfx939PBCjFx3O+wD05j+Bvifdh4T8/wJ/rd9uzbUlJiE29cUVz+91ayOQsMvO64e8PjcTC72bisz+exWOvTULf69JRtP0o/vfYl6LBfcQreH/eauzafPUZ3N15blw9NjExYRh5Yw88959b8PWqWXjxldsw8saeAG1Kvi5WWcDzLR/0aU4JkYbcMdbOkVOHU+Agb6D2YoWcmQV1qQdhQ2RkpD3VrgVm6HpEQRvmGPyRHpOOQlyUs4J0XUIy0kPbP5W0JyUkumuU2+m+QNoZ5KnBqoQQgFJUSg3/fu6fF+6eO62tvO3kExAsIAC0ZwSw9QQWnoBKTNRKCfGVDhAZhDrA6muRGtnbuwZGnz597J+HDBnSrttuDjKWAcvIoWKd+1OBJARsuIC48Gp4GsdUyp2rrZ885UhBf7mUEJNFD8o7SAhn4sB2ZsZqd8hkMmoymZp0Umtra9mwsDCLUqmkq1ev1p45c8braPoLL7wQ3tDQwM6bN89erGjkyJF1y5YtC6utrWUA4Pjx4/LTp0/LhgwZ0vD9998HNTQ0kOrqambDhg1BLWnz4MGD6xYsWBBp87hs2bJFbWtzVFSUhWVZvP3226E2pX3QoEH1K1asCOE4DuXl5fLCwkL7TbJ48eKTxcXFB13/bPsRExNj/vHHHwMA4OTJk7Jjx46pUlNTnVKHxsfHW/z9/YWff/7ZTxAEfPrpp6E33XRTTUv2yYYBAwY0bt++XXv27FkZx3H46quvQq699lr3o7VW+Pv783V1dR3C0H0Jx3pA+p0QEgTgCy+r7CCE/INS6pQJixByF4CdXtbjADxEKd1lrSeykxCyAWLwxE0AelBKTYSQq6KAAyUEINb0vD5kNImLi8PJkycvuRIiTfPW3iTEXcrJ1o56EUKQ1CMBST0SMOnp8bh4rtoatrUTG5b8htXv/CCGbQ3rAVm8Y588kZCOquIeFOqPa8fk4NoxOaCU4njxWTF0a1MJVi39HV9/sBFKlRxZfbshd2AqcgemILZbeIeOcLYU7jw3FovFfi3JZDKnjFAKhQy9+3RD7z7dkJunRb9+nzht76X//oCP3t+FvPwka02SbvDza/4eaY6ESJUQxhqr7kxCLNaaFKI5nbfIPI56syyL6OhonDwpDj5G6wKhuuB4JkuPSUfh3w/cgG9+3oeLxITxA7IRHxx0SX7HEwkJDW19/SKpumLmxBS9Ni9GTb3Uc+a+g+rv748LF5yjKlpbeduJhPCOtM2sGeAE4hSOJX1GSpUQvdBgVXMoeM5Bftv72bJgwQIMGzYMCoUCixcvbtdtNwe5XAZQM/zloTDyjueqPxsCvxS9dQTTfRdCo9QAtsPCm8CZfA9Za084KyFG8BYehjojKKXgLBxUio5ry/8XTJo06UJaWlp6ZmamftWqVcdt0++6666LI0eOTNbpdOnZ2dn6xMRE9xVnrXjzzTe7yOVympqamg4A06ZNu/Doo49eOHDggKpPnz6pgOgz+fTTT49fc801+rFjx17MzMzMCA0NtWRnZ9sfKr54Ql588cUzd999d1xqamq6IAika9eupl9//bV05syZ58ePH5/0xRdfhA4ZMqRWrVYLADB58uSan3/+OSA5OTkzOjralJOT47VTL8V///vfs5MmTUrQ6XTplFLy3HPPnYqKiuIAIDU1Nd3mp3nrrbfKp0+fnmg0GsngwYPrJkyY0KqaAfHx8ZZnn3329KBBg3SUUjJ06NCav/3tbzXe1pk0adLFe++9N2HRokWRK1asuKQ+7tbkpmsE4M0nMhPAN4SQSXCQjt4QK6aP9bQSpfQsgLPWz/WEkEMAYgD8A8CLlFKTdd55T9u4osAw1gIpgJ/Ke2as++67D/fddx+MRiMs7Rxe0VJjursUvR2lhHhDSJdgjJx+HUZOvw4mg8ketrV97S4c+dphmCwrLsexfeVIzIpz6th3FAmRwpPBfefmw9i5qQTvPv8dACAiOgi9BqZcsQZ3d+FY0g6/t0xRPXv2hFardSKHTz87ATv+LMe2LUfw4/oisCyD7J5xyC8QCyXGxLrv7LaEhLCM+GhzCscSLGDN1tFrCnBG55oQrvsRGxtrJyFnz55BbY3Du3A5lJBAfzWm3tT30v+OBxLiKUzLF0g7gxbeZE8QIJcxqG5wkBCNByXEtV4GAAQFtq49TtcEtYBSQbwmGIByzil6pdeckxJC6wGB4qZ+6fhzlWMQ010724IBAwbg1KlT0Gg0HRrGBDiK+PkpQlBpLLNPD2BDoQjiRFuSG2M6APip/QGrwDUopyu21pTBlrjwcpEQCzWDN5vB8wJqa/QQOAEyRacS0hz0ev1uABg1alT9qFGj7A/ypUuX2otI/fHHH/aX8DvvvHMawGnX9aOiorg9e/a4TddrWyYlJcV85MiRAwBw+vTpJmH9APDMM8+cf+aZZ5r0A1966aVzL7300jnX6Z7Ih3R//P396WeffVbuukxWVpbp8OHDdpO9dd/AMIzT/rcECQkJli1bthxxN09q6B84cKDediw8YeXKlWW2z9Jj5zpvxowZF2fMmHERLrAddwC48847q21G9GHDhjUePXrUvi3p+Y2KiuI8nZvWwBdPyGrYM2qDBZAG4EtPy1NKKwD0I4QMBpBpnbyWUvqLp3Xc/GYCxGrr2yEWTBxACPkvACOAhymlf7pZ524AdwMda96T4vFl/8L8h60iEUNACMCwDGICPXp9nKBSqbx26FoDVxIizcJwpYVj+QqlWom+N/RC3xt6gVKKNV+uw5jbfgMAnDl5DjN6PozI+HD0vbEX8kf3Ro9rMy4LCXGFq8G94tRFu0qyac1eJ4N7L6uXpHtW18tucJeSENtotK/HU61WY9y4cViyZIl92rARPTFsRE/wnICDB06hcFspCreV4p03f8I7b/6E2K4hdkKSmd0VMpl4zUrvDZPJBEEQnBItSMOxbCTESQmhVhICiGl6jayTJ8S1BoPUF1JRWYHaBkfY0OVQQjoKl4KESNe1CCbAWieka0AQyhsdoZJ+/p6VkCbtbGXKYIZhoJArYbYW0OMFCwAlGI5Afl4Oo4eaFl26dLF7UzhYYDY3guUIeN5x3bU3CQEuD+EFAKVCAVBArQq1EwpAVEIUAQIYArhL0QtYj4M1AquqsgpcC3wz7Qmn7FgwQzBzAKU4f64GACBrpn5XJzrRiUsLX5SQVySfOQDllNJTnhYmhOyilPailP4K4Fdvy3iY5w+xtshMSmkdIUQGIARAPkRfypeEkG7UpUgDpfQ9AO8BQO/evS9LAYfrJg3AK8+Io9sgAFiCALUSL44afjmaA6DlxnRXJYRS6pSi90ogIVIQQpDRx1GQNSQ2ELOevQeFa3bgh49+xaq3f4DaX4WAbEcH83KREFdExobghjsKcMMdBaLBfc8J7LIa3D99fQM+ee1H0eDevzt6DRCzboV16XiDuzsS4q1auisef/xxOwnJycmxT2dlDLJ6xCGrRxz+cc8QnD1bg+1WQvLdNzux4ss/oPFTok9eN+QXJCOvbxJUKpX9t41Go1OHxp0S4uoJYTgKWk+AcICaWadwLNcBAGkdh+L9xaipv7xKSEdBJpNBrVLDIKl/wUIGhaL1CVG0Wi1YlgXP8xDAiWZuqoS/Ug5qz2gG+Gl9JyFBbQhHUynVDhLCm0EohfICgRBFQE3ufUKEEMTExNg9fGZDDQ4eOGGvNUJAOrSDfamhUMhAOB4hcocXSAY5WJkSigCbEuK+Ex8sUakuXLgIg+HyZ8fiYBYHHSjF+bNiZItC1VmosBOduJzwxROyEQAIIaEABkJUIzySEABphJB9XuYTAG57UoQQOUQC8iml9Gvr5FMAvraSjj8IIQKAMADNpl27nAjOioChoQEapQL+XmqEXGq4khBpR8vdy0ChUNg7eoIgwGAwtEkJkRb4ulSQEie9QY8b7roON9xlDdv6ZT+2rd6JlStW2Jcp3VGGz1/4BvmjeiEhM+6K8GPI5Cwy+yQis08ipswegdqLjdj9+2Hs3FyCXZsPY9PavQCAeF0kcgekoNfAFGTldYNCeelH8qRen4oKcXjTW7V0V6SmpuKzzz7DN998g9mzZ3tcLioqCDeP642bx/WGQW/Grp3HUbitFNu3lWLjr4cgniY5YK0/UF9f75GE2CpvO4feiB0Qv90K0G4EsBCnDrCrEtK9e3f751pLNcyCY8T7cmTH6khotQFOJEThpohgS0AIQVBQkN1TxJsNIIIWSkbmlBzAP8C9sdstCWmDMqNUqAHUiG3hzWCoNY+IBS4hes7XhBMJMdah9Ig96qTVFdyvVMjlMhCBIkARjriuA1F9ch+SkQXCMlAHmKyeEPdKiPTcVFdXw3SZPCEajQZyuVz0sEEAbxFVuKrzorQTENS+iQQ60YlOtAweSQghZA2Axyml+wkhUQB2AdgBIIkQ8h6l9DUPq6Z6mC4F7zqBiE/vxQAOUUpflcz6FsBgAL8SQnQQvSXuy2JfQVBrlWAMemg6oJPoDa7pa6UvAE8j2AEBAfYOXV1dXatJCMMwyMjIaFW7WwJpm6TeA6Vaib435qLvjbkIu0aD3ydvENsFFh8+9Rk+fOozdEkIR19rkcTsQekd0qn3BYEhfk4G97Lis9Y0wIexatkWfL14k93gblNJukoKBbYnmiMhvihLt99+O26//Xaff1OtUaD/gBT0H5ACQaA4cvgcCrcdwZ+71TAaxXM87e9vYdiwfsjvl4yeOfHOJMRa6VraNp5ygADI6wBBAIiJiMXqrHAlUzqdzv6ZCecBa8RwcHCwkxH/r4iAgACcv+DIaKSSt109lJIQi0UPhlLIGQaQZEoLCHL/fHHrCWlDBXeVUnJd8NYONYVYXNbJE+LcYZbWj7HwdU6hWK2t4H6lQm71S1BCkJg2EslVMWAMFoBhoQqwePWEBIc4SHptbY1ddQI6VokmhCA4ONheb8XM6aGgwMVK8RkSGt7+4XOd6EQnfIe3N2kipXS/9fOdADZQSqdYM1dtgVh4sAkopU3MPT6iP4DJAIoIIXus054E8CGADwkh+wGYAfzdNRTrSkR4iBYn6+qgvswxp9IOel1dndN3TyNSAQEB9od2W0hI9+7dO2TUS6VS2UM9zGYzzGZzk9ARaYrea8f1xwv/fgl/rN2FbWt2YP2Hv+C7t9ZD7a9C7+E9kD+qN/JuyEFQ+JVR24MQgsS0aCSmReOWu60G9+3H7KFb7/1nFQAgPCoIuQNT0GuADj37d4c2sH2OvSsJoZT6bExvDzAMQUpqFFJSo/DGW12xc6d4bUZFqbHhxyKs/m4XlEoZAoJq7Ot4JCGUQqan4HgGMhOcRuG9KSHHy+1JXv7SoVg2RISHo/SowzvZHiTEKU2v2QBWAFgQUMExJuWJhLh77rhWE28JpNcsbzFBYcvbDFcS4rzf0dHR9s8mcwPUEhKiVv11QrEAQK60dg9YBiAAH6ASSYiMgTrUbK2X6b4LESLJpNbYWI9ao8MT29Eha1ISwln0UFKKQ9tKQI3Gq7p+Uyc68VeANxIiTdN0HYD3AXvmqlZVdvQGSunvsNcBboK/tffvXWo8/68bMXXhl5edhEjDoSoqKpw6At6UEBtaQkJc5yUmekui1n4ghECr1aKmpgaAqPi4VuWW+lr8/PwQFh2CG/4xFDf8YyiMejFsy1YkcfPK7SCEIK1AZy+SmJDR9YoJtVBplMgbnIa8wWkArAb3zYexa1MJNq3di/XLt4sd955x9tAtXXbrDe5+fn7w9/dHQ0MDzGYzamtrce6cIwmJt2uivSEN85h4R28MGjgYe/eeQOHWI1jx1Ur7PIVcJKHSDo9gJSGsCTAa5GCNsMfzA03JVExMjNsieX9lU7oNcfHx2Fq41f69vZQQGyycAUoKEAqnkLjAEPfEwq0x3YOB3heolZIwPbPRkXoFcEpWoNY477dUCTFY6qCVkBCN6srwmrUXbNmxKCummhcCVJBX1OP0mBAEhZRZjenuuxBhkvdOTe1pp3mXg4TYYBFMAKUo3rAHQoMJkVGdJKQTnbic8NYrOWktEjgWQC8A6wGAEKKGGJjdCTd44ZMZeP3bB6FRKTBlSC5uu6bHZW1PYGCgvXPV2NhoHxECPL8MXM3pvpIQV0RFtb64WUvhKSTLBlcSIoVKo0T+qFzMfHcGPj/5Lt7680VMnjMBFpMFHz71Ge7OfghTku/HW//6EDs37IXF3L5plNuKyNgQ3HB7Pp5+5+/4cte/8cqX/8TEf14HnhPw6cINmD3+DdzW+1m88MAy/PDlH7hwtqblvyFRQ86dO4dff3XknMjNbbaIbLtB2vGsqamBQilDn7xueGDmcMz457X2ef5a8Ry7U0IID9QeDwJrJl6VEIZhnNQQG/4/KCGJ3RKcvquV7auEcBYDlCwLKlAnEqINdB+j7y4cq21KiHM4FgB72mDBIs2O5VkJMVoawHF/XSXEHprKMgAh4APE+yOzoBr+SpM1HMu9JyQ80v09EhER0SYvT2vgdN1RI9RKOUyNRoBh0CWm9bVv/r8gJyen2RD7iRMnxu/cuVMFAI8//niXlq6v0WhyAKCsrEw+YsSIbs0t3xxmz54dPWfOnKaFyyRYs2aNdvDgwe1SHXr8+PEJH330kU9GwQsXLrDXX399kk6nS8/Kykr7888/3YYSFBcXK7Kzs1Pj4uIyb7zxxm5Go7HDRkHXrFmj3bBhg/1h3JL9aym8KSHTAcwFMBTAREppjXV6PoCPLkVj/gro2c/RaRnVO+0ytkQEIQRdunRBWVkZANjrHgDew7FsaAsJkVb7vdRw9b64wtd9IIRAl5sEXW4SJj87AZWnq+xFEr//4Cd8++Y6aLRq5A7vgQJr2FZgWOs7Q+0NVsYio3ciMnonYsosq8F9i6iS7PRgcM/s0w3KZmrZREZG4uhRsWZRRUUFfvnFkXH7uuuuu3Q75AJpB8amfNlgNjvSgKqtxNs5RS8HSigIpWDOyUHMgpMS4kpCANEXsm+fc56N/w9KiDQzGGAtPtdGOIVj8UbIWQaUp07hWJ5C+9o7HEtKGHjeLBaOgVWZkWRM07oURJQqIUa+0alQoUb9VyMhNiWEASWAJS4Ixgt1UMcBDATrCKb750ZEVAQICKhEYgqTx2L9+lUd7qeSquJmwQS1Sg6DmQPRyBEb/9cfUGgrdu/e7ba2hxTLly+3h+EvXLgw6sUXX7RL5b6sb0NCQoJl/fr1x1reyqsHTz/9dFR2drZ+w4YNR3fv3q2677774rZt23bYdbnZs2fH3n///RV333139R133BH3+uuvhz322GMdkpDpl19+0fr7+/PXX399Y/NLtw0elRBK6XlK6T2U0psopT9Kpv9KKX3F03qduPLgSZFoTTiWq4rgig8++AAsyyIzMxPTpk1rRWtbBykJaakS4g1hMaG48e7r8fyqx7Gy8iPM/e4xXDuxHw5sKcH8qW/i1i53YeaAp/HFS9+i7MBJXGl2pcAQP1w7OgezX74Nn2x7Bm9//xCmPzEKIeEBWLVsC57++/u4NecZPD31fXyzeBPKj5xzuw9SJWTfvn04cECsYySXy3HNNdd02P5ISUhtrXMBWalPRalsSkJ48BAYsT6Fog4gJkfnlyGMUw0dG/6/KiGuJEStansWIamKxQsmyAgDzsI7KSHSFOJStHc4lpMnRFI8EXD2hAQEOP+ukyeENiI310FKNOq/VqYlk95K6q1hnFykFmR+LPyDTSDgvSohOYOzkBnaGwwYaDVhSCO90T/qJqcU3R0FZyXEDK2fEuB5gGUReRlSnl9tsKkUa9as0ebl5aWMGDGiW2JiYsaYMWMSBUGMzM/Ly0vZtGmT5r777osxmUxMampq+pgxYxKl69fW1jIFBQW69PT0NJ1Ol/7JJ58Euf5WSUmJonv37hmAqK6kpqamp6ampgcHB/d46KGHogDgmWeeiczMzEzT6XTps2bNst+Qjz32WJeEhITM3NzclCNHjjQdUfKCuro6ZsKECQlZWVlpaWlp9raVlJQocnNzU9LT09PS09PTbOqAIAiYMmVKXEJCQma/fv10lZWVPjPrkpIS1fXXX18PADk5OcZTp04pTp486bS+IAjYtm2b1lY8cNq0aVWrV69ucrxmz54dPW7cuITc3NyU6OjorCVLlgTdc889sTqdLn3AgAHdTSYTAYDvvvtOm5aWlq7T6dInTJiQYDAYCADExMRkzZo1K9p2Tnbv3q0qKSlRLF26NHzRokWRqamp6evXr/cHgI0bN/rn5OSkxsbGZrWnKvLXTvHSCQBikS13uBRKyPTp03HzzTcjODjYqZDcpUZbwrF8hUqjRMHo3igY3RuCIODIruPWqu07sfiJT7H4iU/RJTEC+aNyUTC6N7IGpkF+BRXDIoQgMTUKialRuOUf18JoMKNo+1Hs3HQYuzaX4L3/rgL+C4RFBSLXmnHLZnCXkpDvvvvO/jk/P79DY7xdw7GkcCIh1tSqcrkcMpkMHMcBoDh68mckptwAxgzA6FBBbHVFXCHNkGWDu1TUfzW4khC/diAh0oECgVrAUMBi4QGheRLi6vEC2qaEUIvj2cRzZsCaopcxA6TRVxJiROG6nfbvfpq/FgmprxGTeVCrMZ0CUPiZrQSEt45gur9vtMH+uP/+x/DV3C/Qe+wg7PhsIzQBl8czI71OOGpGTJcAMdEdw0Ctvnzp81uKtWf+1/WCsbxdH7bhqnj9jdGzTja/pIhDhw6p9+zZcywhIcGSm5ubumHDBv/hw4fbOwhvv/326Y8//jhCWvnbBo1GI6xdu7Y0JCREOHv2rKxv376pd9xxR42nfoJNXTl8+LBixIgR3WfMmFH19ddfB5SWlqr27dt3iFKKoUOHJq9bt87f399f+Oabb0KKiooOWiwW9OzZMz0nJ0cPAPPnzw8HPFdOB4Ann3wyavDgwXVfffVVWWVlJdu7d++0MWPG1EVHR3ObN28+rNFoaFFRkfL222/vtn///kPLli0LKi0tVZaWlu4/deqUPCsrK2Pq1KlVADB9+vSuW7ZsaRI/Om7cuIvz5s07l5mZafjqq6+CR4wY0fDrr79qzp49qywrK1N07drV/kKqqKiQabVa3vY8TEhIMFdUVLi9WMvLy5Vbt249vGvXLtWQIUNSlyxZcnTRokWnrr/++qQvv/wycPz48bUzZsxI/PHHH0uys7NNY8eOTXj55ZfD58yZcx4AwsLCuIMHDx568cUXw1988cXI5cuXl0+ZMuWCv78/P3fu3AoAeP/998MqKirkO3bsKN6zZ49q7NixyTaC1FZ0kpD/B2iLElJfX9/icKzLMVLcknCs1pIQKRiGQUrvJKT0TsLf/z0RlaerULhmFwrX7MD37/+Eb99YB02AGr2H90T+qFz0vaEXAkKvrHSQKrUCfa5NQ59rrQb30xdFQrKpBL+v24cfvvwDDEOg6xGHikYHsfv555/tnzt6ZNNbOJa0Yro05l+tVtuJ6cmTWxAUkgxlTBYEibdHLnPf+XVHQjoi7fTlRlxcnNP39uhgS58dvGAGFSgEnjr5cjwVRHSX5KItJMSkd+RWsfs6KEA453Asf3/n/VYqlYiJicHp06cBUNSYztjnJaQ4H7OrHbUXrQM31nAsIdICojIB4MFAsCbq8NyFCIsSB0s1EI91cETQpW2wB0gHLjhqRojWqoLJ3Ks4nfCMrKysxqSkJAsAZGRk6I8ePeozixMEgcycOTO2sLDQn2EYnD9/XnHq1ClZXFwc52kdvV5Pxo8fn/Tqq6+e0Ol05ldeeSVi06ZNAenp6enW+UxxcbGqvr6eueGGG2q0Wq0AAMOGDauxbcMb+bDht99+C/jhhx+CFi5c2AUATCYTKS0tVcTHx1umT58ef/DgQTXDMCgvL1cCwMaNG7W33nrrRZlMhoSEBEtBQYH9Bbl48WKvpG7u3Lln77777jirymNITU3Vsyzb6hCKoUOH1iqVSpqXl2fgeZ7ccsstdQCQkZFhOH78uGLv3r2q2NhYU3Z2tgkApk6dWvXWW29FADgPAHfccUc1AOTl5elXrVrlUeEYM2ZMDcuyyM3NNVZVVbXb6GonCfl/AHdKiEwm8zjq2F6ekI5ES8KxLsU+hMWEYtSM6zFqxvUwNBqx++ciFK7eie1rd2LTV9vAMATp/VKQP6o38kf1Qlxa7BWTbcuGyBjR4H7D7fngObGC+87NJdi1qQQlOyvcrmN9F3QYfA3HUkn8Ha4x6OXHf0FqZhZ4SRiQTOb+XeouHCs7O7tFbb4a4WoeZlqZWU0K6T3K8WYQCnA8Dyo4CIGnZ1JSUpJzewjTptTQuf3TsXG3qOjxnC0ci4KAQJBmx3IzUFNQUIAV1uKnlXpH6uaoru4V56sVtRfF5z5lCUAIaLwRDCOAggMDKiohHuqEAECo1fRddULsA9pISUfDmYRYwBnFMDO56upRQQCgJYrFpYJSqbR3llmWBcdxPr/E3n333ZCqqipZUVHRIaVSSWNiYrIMBoPXB8vkyZPjR48eXX3zzTfXAwClFDNnzjz7yCOPONWKmzt3bpvkaUopVqxYUdqjRw+TdPrs2bOjIyIiLCtXrjwuCALUanWzWViaU0JCQkKEFStWlAFi2FXXrl2zUlNTnX43MjKSq6+vZy0WC+RyOcrKyhSRkZFm120CjnPCsixkMhm1KUsMw/h0flQqFQUAmUxGvS1vWw5Au4adN/tmIYSoCCH/JIS8TQj50PbXbi3oxCWHOyXEW8EoVxJiK1AHuA+LuBLQEeFYvkLtp0K/MX0w+/178Pmpd/Hm9hdw+5PjYGgw4oPHP8FdmbPx9+4P4O2ZH2HXz0XgLB4Hgi4bbAb3KbNG4LVvHsQrHz/sdrm1i/fivf+sws5NJTAZL33WMGmHQnpdAvBYu6S62lk1rq8/Db6xHoLgaK8tpa8r3JnQXUOV/opwJcikHSIrpfcoJ4hmcJPZN0+IVqt1apNAhTaR+NRsh7LC8ya7MR2CsxLijuj079/fsR/U0S9wl8Hrakb/4VniB2s4FhiAECoSEEK91gkBgJjEcIAQHC86AQAIirg8CTycSAgsqKsS3w+JKdGeVulEGyCTyajNiyBFbW0tGxYWZlEqlXT16tXaM2fOeGWBL7zwQnhDQwM7b948u8l95MiRdcuWLQurra1lAOD48ePy06dPy4YMGdLw/fffBzU0NJDq6mpmw4YNQS1p8+DBg+sWLFgQafO4bNmyRW1rc1RUlIVlWbz99tuhtoGrQYMG1a9YsSKE4ziUl5fLCwsL7Tf/4sWLTxYXFx90/bPtR2VlJWvLdPW///0vLC8vrz4kJMSp7AXDMMjPz6+3eS8+/PDD0FGjRtW0ZJ9s6NGjh/H06dOK/fv3KwFg6dKloQMGDGjaSZJAq9Xy9fX1HSIV+vJqWQagC4DhADYCiAXgdQc6cWXBHQnp1s1zFjzpy/TkyZP2EWeVSuVUd+RKQkeHY/kKhmGQ0icZU+fehkW7Xsan5e/gX2//A11To7Hm3Q147Pq5GB8+Df+57VX89Mkm+wvySsOIG4Zh7ty5TaZ3S0jGmk+24umposH9qb+/h68/2Ijyw+4N7m2FdIR+w4YNmDhxov27UziW2vMoOaUCGqvP+BQG5K6je6UpWJcK//znPwEADFikRGa2eXtOJIQ3ARQwmTmn7FiezgPQvl4cp9AwXiQSxOoLESQkxN1gjadEDH81EnLPnJuAnn6iCkIAyorkgyHUkR3LixKSnBEDdYAa+lrRWxLS5QpQQmBBvfUZG514Zb7LrnZMmjTpQlpamt2YbsNdd911ce/evX46nS59yZIloYmJiUZP2wCAN998s0tJSYnaZk6fP39++Lhx4+omTJhwsU+fPqk6nS597NixSTU1New111yjHzt27MXMzMyMoUOHds/OzraPOs6fPz/c5gvxhBdffPEMx3EkNTU1PTk5OePpp5+OAYCZM2ee//zzz0NTUlLSi4uLVWq1WgCAyZMn13Tr1s2UnJycefvttyfk5OQ07XR4wJ49e1SpqakZCQkJmT/88EPge++9Z1e4Bg0alFxWViYHgAULFpx64403usTFxWVWV1fLHnzwwUrPW/UMjUZDFy1aVDZhwoQknU6XzjAMHn74Ya8hauPHj69Zu3ZtkNSYfqlAmusoEEJ2U0pzCCH7KKXZhBA5gM2U0vxL2bC2oHfv3nTHjh2XuxlXDHbu3InevXs7Tfvoo48wdepUt8t/8803GDduHACRrBw7JmbM0+l0KCkpuaRtbS2ef/55zJkzBwDw1FNP4T//+Y/T/LS0NBQXi5kC9+/ff0XE9Rsajdj9UxG2Wc3t1RW1YBiCjP6poo9kVC7iUmOuqE5vly5dnBQISimMBjP2/3EMOzaWYNfmEpw8KtaicWdwbyv27t2Lnj17Ok0rLS1FUlIS7rvvPrzzzjsAgIcfeBovL3wegHvSoCuYDIU2BPt/fB0A0C2uO46WN8mSCEAkkrbnZFRUFM6cOeN2ub8aGhoa8Mb8t7Dq+Z/RPUmHpaVvtml7GzduxLXXXgsACFHH4prrZsEQqcCm5c/B1FAFADh8+LDbEDgAyMrKwv79++3f20JyV69ejTFjxgAAwtQJSB84A40xcpgDGBz55GUYK88CAPbs2YMePZxrPXEcB62/FkaTcx/qyy+/xIQJE1rdpisRN02eg8YTKhhDZKi51YCEmEqkaCvQ1/8orlHXISpyNYjccxmIGTmP4NjeMgDAAx89iDF/77hMejZs3brVrl4FIAQ3Z0/HmaLjmLJgGibPGtnh7fEEQshOSqnTi3rv3r1lPXr0aFXnsxOduJKwd+/esB49eiS4TvfFE2IbFqohhGQCOAfgr58e5i+EhIQEMAwDm9TYvXt3/O1vnovQS8OxbAQEaGpWvZIgHdmsq6trMv9Se0JaA7WfCv1u6oN+N/WBIAg4vOMoClfvxLY1O/D+Y5/g/cc+QXRSpOgjGZ2LrAFpkMkvr41r9OjR+OCDD8T2W0eJVWoFeg9KRe9BYmfk/Olq7Nxcgp1uDO65A3TItVVwb4Ux1F1a1rNnzyIpKckpHCs41LHc9OnTsXjxYqd1eLPRSQlRe1FO3n//fdx1110AYCc5/x/g7++PR+c8jF/+swMTHhrdLtuzgeNFY7rJzPmkSAFoVxXWnRJiS9ErNBOOJZPJUJDbH79u/dlp+l9NCQEA1mqtojKAKqkYjkVs/wEQ7xmvQroE4theACwLtX+Lsqa2G6Tvs0bU4UjZIcgpQXxnOFYnOnHZ4UuP5j1CSDCAZwCsAuAPYM4lbVUn2hWhoaF45ZVX8OWXXyItLQ2PPfaY14JRnrLOXMkkRBq7X1VV1WT+5QrH8hUMwyA1rztS87pj6vO34fyJC9i+dhe2rdmJ1Yt+xNevr4VfoAZ9RvRE/qje6DOyJwJCOr7T89xzz2HFihWoqanB//73P7fLRMQEY+Rt+Rh5m2hwL9l7Ejs3lWDn5hJ89sZP+HThBvgHqNGzf3fkDkxB7oAUhEcH+fT77qotnz0rjlpLw7FCwh0k5OWXX4YuSYfnn3wBDagBAPBmE1QKRzSqtzTDf//738EwDNRqtX30/P8LWBmLDcJX7bItV0+IIAgwWwDQ5o3pgFj89Ndff23/tlALFDIWtmEK2kw4FgCMGzO+CQm5UgY32hMypXiP0OtrAVZu9YKIvhACBmC9d+TthVxlssum6DrVpwGHbXVrAAAfL4/EwBvevyxt6kQnOiGiWRJCKf3A+nEjAM9Ggk5c0Zg1axZmzZrl07JXIwmRxoufP3++yfyONKa3ByLiwjH63uEYfe9wGBoM2PVTEQpX70Dh2l34bflWMCyDjP4pKLCqJF1TYprfaDsgJiYGpaWlqKio8CkzFitjkZ6bgPTcBEyeNRz1NXrs3nIYOzcdxs7NolICAF2TI+yhW1l9kzxWcHd3bdrCo6RKSGhYkP1zcHAwHn3iUXw073MUN+wBAAgWA/w1jsefxt8zCZHJZLjzzjub3ddOeIdTdizBDIEXpQfqQ50QAHjyySfx9uuL0Giqx/uLPvC4nC9wThdsgYwQBKiUqISl2exYADDm5tF46PFZMMNBfP+KSgixJmzIijiF4wHBkDEUDBFEczoTDjE62zO0IeJxJiwL/8tUJ8RTUcuUNPdhf53oRCc6Ds2SEEJIJIB5AKIppSMJIekACiili5tZtRNXKa5GEiIN1XAlIRzHwWy2mk8JaVNqz8sBtb8a/W/OQ/+b8yAIAkr+PCoSkjU78d6jy/Deo8sQ0z0K+Tf2Qv7o3si8JvWShm2Fhoa2uhaMNkiDgTf2xMAbe4JSivLD56yhW4ex9tNt+PajzZArZMjM64bcgTr0HpiKuO6R9lFUd4WtbEqIlISoNU07PLFJsSjeuwcAwFvM8Fc6wsH8vZCQTrQPnDr+1AKB4wGwEHjfjOmBgYF4cPhj2LRqG267baLH5XyBMyEygYCAtaYAo7z3cCwA6KqLQW5kP2yrcCgzf0USwigYAAICNEZoleIz1GZOJ6z7+lNS2GojDRnXB32v69h03jb4+/uDENLEQ5SW7tnL0olOdKJj4EtP5WMAHwF4yvr9MIDlADpJyF8UnkhIfHx8B7fEd0iVkH379mHevHm4//77ERAQ0MQPciUZvVsKhmGQ1rc70vp2x53/uR0V5RdQuGYnCtfswKq3f8DK19bCP8gPvUf0RMGoXPQZmQNt8JUZJkIIQUJKFBJSojD+rmvtBndb6NYH89bgg3lrENrFZnDXIae/Drfeeiu+/PJL+3ZsSohzscKmncf0Xin4aa8YisFbjKg+ddE+zx1p6UT7QqpA8tQipqamclDqmxICAP4B/lASFVR+bRtIkIb1cVT0pzAQze7NZccCxGv31nG3oeSdA7iI8+jWrdsV/XxsLXpGpGIDDkKpsICBAAGMNRxLAGGbV19t4VjdsrpetucuwzAICAhoUlfIXSHSTnSiEx0LX0hIGKX0S0LIEwBAKeUIIXxzK3Xi6oVGo3EysttwJddHcDWtPvXUU+A4DnPmzLni/SBtQWR8OG765wjc9M8RMDQYsHPDPrFI4ve78NsXW8CwDDKvSUX+qN4oGJ2LWN2Va8Z0NbhfOFNjN7hv/aEIP34lGty7ZebjhsECvv9VLBjnLhzLHQnJyk8Xh1MAwGJC9bka+zyNX6cScqnBsixUKpX9PHGcGYAago/hWACg0ighV8pbldRACj8/P8hkMnAcBwE8BIsJBH6iSd46Ys4Q1qt3bvjfB2P1O/1xw9MDMXXmZLDsX68Cd4i/SCJkCgEKhoNRUFhT9FIwsthm1w8IFQdAQqMvb30pVxJCQLymqe9EJzrRMfClTkgjISQU1twhhJB8ALXeV+nE1QxCiNvQgsjIyMvQGt+gVCqbxP4+++yzAK4+P0hrofZX45qxffHwh/dh+Zn38PrW/2Liozeh/mID3ntkKe5MfRBTU/6FRQ8twd7fDoDnruyxhPDoIIyY2BdPvTUFX+x4Dq+uuB+33z8UMlaGuiMO0rBv1yGs+6IQ9XUOsqlUNs3EE9HFkbzAYjJAEByx/1dbiN7VCo1aoobwZmu1dEeYjLdOPwDkDM3GtRP7tbkdhBAEBzvqVnAmg6iCmB1EVs56r6id1rc7vqlagtlzH2x1eOKVDpXVm8XIeSiIeL8QWEOy2ObDcyPixcGhmO6Xt5q867shLCjca+hfJxzIyclpNm5t4sSJ8Tt37lQBwOOPP+50sn1ZX6PR5ABAWVmZfMSIEW1mh7Nnz46eM2eO1w7LmjVrtIMHD05u628BwPjx4xNshQWbw+7du1U9e/ZMVSgUvVzbuGLFioCEhITMuLi4zCeffNLtTWMwGMiNN97YLS4uLjM7Ozu1pKSkwy7kkpISxaJFi+wjCgsXLgydMmVKm+L0fSEhsyFmxUoihGwBsBTAA2350U5c+ZC+oAFR0r7SY549FTP7/0JCpGAYBun5Okz77x14b+8CfHL8bfxz4TREdYvAqrfW4+Ehz+GWiOmYN+k1/PL576iv9rnW0mUBK2OR1isBf5s5HP9b+QCW/PJv+7zauotY+OQKlB46YZ/mLqRQ2hEReFMnCbkM8JeGZHEmKwkRwbLNZ1AaNKEAj358f7u0RRqSZTY2gEDMmmaDnG0+pWxAiPaqDu9sDondIhAVJcc1QScRrxSzDtqN6bLmw5nS83V4v+hVpOZdXhO4KwnpGn3lqvpXGnbv3l3c3DLLly8vz83NNQLAwoULncxCvqxvQ0JCgmX9+vXHml/y6kVERAT3+uuvn5gxY0aFdDrHcZg1a1bc999/f/jw4cMHVq5cGWIjdlK8/vrrYYGBgdyJEyf233///RWzZ89uXpJsJxw5ckS5fPnydpU1myUhlNJdAAYB6AdgBoAMSum+9mxEJ648uKZCDQoKuuJftq4kxBYeIQ3H+ium0fQFkfHhuPn+kXhh3dNYceFDzFnxMPrd3Ae7fyrCC5Nexy0R0/HwkOew4tXVOHXk7OVubrNISIqzj5qbeSNe+/afUEgiqtyRECmJ7hLth9i4IPv3ThLSMfDzc6nPIQ3FakYFaW9IB1osBj0ohZMSopR3XhPXDEzB0s8fxoBuP+PeKCXyAk5AyfAAKBjGNx9VQsbl7/C7kpCkpKTL1JKrDzaVYs2aNdq8vLyUESNGdEtMTMwYM2ZMoi1kOy8vL2XTpk2a++67L8ZkMjGpqan2ium29Wtra5mCggJdenp6mk6nS//kk0+CXH+rpKRE0b179wxAVFds1dKDg4N7PPTQQ1EA8Mwzz0RmZmam6XS69FmzZtnjix977LEuCQkJmbm5uSlHjhxpUVGauro6ZsKECQlZWVlpaWlp9raVlJQocnNzU9LT09PS09PTNmzY4AcAgiBgypQpcQkJCZn9+vXTVVZW+vzwiomJ4QYNGqSXy+VOmRJ+++03v/j4eFN6erpZpVLRcePGXVyxYkWTY7RmzZqgadOmVQHAnXfeWb1161ata+j8mjVrtH369Em57rrrkmJjY7Puu+++mHfeeSckKysrTafTpR84cEBp27/8/HydTqdLLygo0B05ckQBiMrO1KlTu+bk5KTGxsZm2VSep556KmbHjh3+qamp6f/+978jAODcuXPyAQMGdI+Pj8+85557WkyIPB44QkgfACcppeesPpBcAOMBlBNCnqOUXvS0bieufrgqIa7fr0S4khBbNi+9Xm+f5q0exP8XaLRqDBjXFwPG9QXP8yj5oxTbVovm9ncfXop3H16KrinR9qrtmf1T2xyD395gGAbR0dE4cUJUP3iZAWbOe7pUKTExmQzQqB2PP3fhW51ofzjV5+CMYHgpCfHuB2lvOIdjNYIKFHwnCWkCQgjkbCjCVTr0UG/EblMgGFAI1Hy5m+YzeN459LRnTs5laknrcbjy8a6N5sPt+gLzU+j0urAXT/q6/KFDh9R79uw5lpCQYMnNzU3dsGGD//Dhw+2jfG+//fbpjz/+OKK4uPig67oajUZYu3ZtaUhIiHD27FlZ3759U++4444adxkPAVFdAYDDhw8rRowY0X3GjBlVX3/9dUBpaalq3759hyilGDp0aPK6dev8/f39hW+++SakqKjooMViQc+ePdNzcnL0ADB//vxwAHj00UcveNqvJ598Mmrw4MF1X331VVllZSXbu3fvtDFjxtRFR0dzmzdvPqzRaGhRUZHy9ttv77Z///5Dy5YtCyotLVWWlpbuP3XqlDwrKytj6tSpVQAwffr0rlu2bGnyAho3btzFefPmnfPUhpMnTypiYmLsN1VsbKx5+/btTUZNKyoqFImJiWZA9ND5+/vzFRUVsqioKE66XHFxsXr//v0HIiIiuPj4+CylUllZVFR06Pnnn49YsGBBxIcffnjy3nvvjZs0aVLVAw88UPXaa6+F3nvvvV1/+umno9bfke/YsaN4z549qrFjxybfeeed1f/9739PL1iwIPLXX38tBcRwrIMHD2r27t17UK1WC8nJyZkPP/xwRXJyssW13Z7gjb29C2AoABBCBgJ4EWIYVk8A7wG4xdcf6cTVB1fS4a5I3JUGV2NoSIioGnaSEM9gWRbpBSlIL0jB9Hl34FzZeXvV9m8Wfo+vFqyGNtgPfUbmiEUSR/SEf9CVEdKWkZFhJyG7du2yn2cC4jbsTkpC6urqwMoco0edSkjHICDA8W4WeDOIpFq6rBlTenvDKRzLpEd9nRGKCklyA0VnxjQnMCG4TnMB3QJvwfmG96CWXT3ZwFyVj+l3d9b9aQ2ysrIak5KSLACQkZGhP3r0qM9+BEEQyMyZM2MLCwv9GYbB+fPnFadOnZLFxcVxntbR6/Vk/PjxSa+++uoJnU5nfuWVVyI2bdoUkG4tUqXX65ni4mJVfX09c8MNN9RotVoBAIYNG1Zj24Y38mHDb7/9FvDDDz8ELVy4sAsAmEwmUlpaqoiPj7dMnz49/uDBg2qGYVBeXq4EgI0bN2pvvfXWizKZDAkJCZaCgoJ627YWL17sM6m7lMjKymqMj4+3AEBcXJxp5MiRtQDQo0cPw8aNG7UAsHv3br9169YdBYB777334r///W+7kjFmzJgalmWRm5trrKqq8vhwvuaaa+pCQ0N5AEhOTjYePXpU2V4khJWoHRMBvEcpXQlgJSFkj68/0ImrE66k42pQQmpqapy+21K2OtWP8JBysxMiuiRE4OYHRuLmB0aisU6PXRv2YduaHfhj7S788tnvYGUssgaI2bbyR+ciJrn5WgGXCj169MC6desAAL///rt9ulKhchs66EpCGMahhncqIR0DrYSEcJwJrCQcS6G4jEqIWSSwvEX6rOgcsJCCMKFgCdA9aCx0Yb4Vvr1SMHHiRHz00UfgDAJycA0iY67cJCue0BLF4lJBqVTaH5osy4LjOJ9jtN99992QqqoqWVFR0SGlUkljYmKyDAaDV0vA5MmT40ePHl1988031wNiCu2ZM2eefeSRRyqly82dO9e9IdRHUEqxYsWK0h49epik02fPnh0dERFhWbly5XFBEKBWq3Ob21ZrlZCuXbuaT58+bSd1p06dclJGbIiMjDQfP35ckZSUZLFYLGhoaGAjIyObEDnpuWIYBiqVito+8zzf7HmzLQ+gSY0dKRQKhfSaoBaLpUVx+94uAJYQYiMp1wH4RTKvY4N3O9HhuBqVENc8/TbyYTAY7NM6R7x9h1+ABgPG5+PRj+7H8rPv47Xf/4MJD41Gzfk6LHpoCabq/oVp6TPx3iNLsW/TwQ7PttWzZ0/7582bN9s/qzyE0SiVSrCMqJaZzWZwnPe6Ip1of0iJIC+YwdY7Bsw6OluRkyfEYiUhkmvCT3NlKH5XDJSDAfUEgO0wH2y7YeDAgTh37hyuwUgEkCt/QO1qhkwmoyaTqUlHtLa2lg0LC7MolUq6evVq7ZkzZ7ze8C+88EJ4Q0MDK+24jxw5sm7ZsmVhtbW1DAAcP35cfvr0admQIUMavv/++6CGhgZSXV3NbNiwIaglbR48eHDdggULIm3eii1btqhtbY76v/buPC7qav8f+OvNsO+LG5sOIiMzIojggnkzLBM3KkktSSvr6tW75HJd6ne7P+t2yyzrZl7Lm9vV6OY37ZaZZeZXs/JqFxdyAZcMxFwR2UWBOd8/ZsBhx4IZwNfz8eDRzPks8wY/zcz7c97nHH//Mo1Gg+XLl/tVlvUNGTKkcOPGjb7l5eXIyspy2Lt3b1XSsWrVquyMjIxjNX8aSkDM5yzOzMx0zsjIcCwtLZUPP/zQNykpKa/mfqNGjcpbvXq1HwCsWbPGJy4urrC+krbGREdHF69cudIHMCWJsbGxDc5Q4+XlVVFUVNSstdkNJRP/AvCViOQAuAbgawAQkR7gFL3tXlscE/KnP/0Jq1bdXEOzriSEPSE/j0ajQa9BPdFrUE888VIyzv94EXvN40iqyrZ83dF/RDQGjo5Bv4Q+cPNq2S9xUVFRVY+PHbtZguziVP8Cc85OLii+ZnqfLSi8WrWNPSHW4el1MwkpLy+FXantkhDLGytlZdcApar1hLi53p6TWNRH7LUQr7/aOoyfzdPTExrh/dOWlpycfFmv1xsiIiJKNm/e/GNl+5NPPpk7YsSIHjqdzhAZGVkSEhJS2tB5li1b1sXBwUGFh4cbAGDKlCmX582bd/no0aPO/fr1CwdM40xSUlJ+HDx4cMkDDzyQGxER0cvPz68sMjKyakrMpowJWbRo0bmpU6d2DQ8PNxiNRgkODr6+c+fOUzNnzryUlJQU+v777/sNHTo038XFxQgAkyZNytuxY4dnjx49IgICAq5HR0c3eXrJM2fO2Pfr189QXFysERG1YsWKzunp6Ud8fX2NS5YsOZOQkKCrqKjAxIkTc2JjY0sBYObMmQH9+vUrTk5Ozn/qqadykpKSQrp27Rrh5eVVsWHDhh+a+to1vf3222cmT56sfeONN7r4+fmVr1u3LrOh/fv3739No9Gonj17GiZOnJjj4+Pzi+88SkPdLOY1QfwBfKGUKja36QC4m2fNapViY2NVamqqrcNo0/7+97/jd7+7ORXm3LlzsXjxYhtG1DQZGRnQ6/UAAD8/P+Tk5ODVV1/F3LlzAQCzZs3Ca6+9ZssQ253ighLs/yINe7fsx75PD6DgSqGpbOtOPeLMZVsBoc2/TkBFRQU8PDyqJZkAEOIfitPnTtV5TOcOXXDpimlmxKiovkhLM72NrVu3DpMmTWr2GKm6xYsXY/78+QCAwI4xCOo6CPv2vwkAMOgNOHrsqNVieeeddzB16lRTLG69EDzyUWQf+wI/Hf0SAJAYPwEf/+/7VouHWl728Z/g4OSALtpfVL3TIkRkv1Iq1rItLS0tMyoqKqe+Y4jairS0tA5RUVHamu0N3hZQSu2to+1EM8ZFrVRbLMcCgMDAwKrH7AmxDjdPV9z5YBzufDAOFRUVSN97Ens/ScXeLfvx1uy1eGv2WnTVB1at2q4fqGuW2bY0Gg26d++Oo0erf3F1da6/lt/D3aMqCcnJuXTzd7hN1o+xNcsSuqKSC9VWS3d0smE5VkUp3M5dR8X1mzdnPWtM60ptX3DPwMZ3IiKrYd8k1aktlmMB1ZOMa9dMqyAzCbEejUaDiDvCEXFHOJ5c9AjOn76I/5gTkk2vb8H/vPKxqWxrZDTiRscidnjULyrbqpwBzZJLQ0mIxdS9Fy7cXA+lrnVFqPlZltAVFl+AOnuzTNqW5VjlxlKgwlhtnRAvL14TREQtiUkI1amuxQrbAnt7e2g0GlRUVMBoNKK8vJyzY9mQf/fOGPvUKIx9ahSK84uRui3NNNvW1oPY8e7X0NhrEDnEgIGjYxA3Jhb+3W9t1pq6kmM3l/qTGsvr2HLtgLrWFaHm17lzZzjCCTdwHUZUoPhyVtU2BytP0VutJ8RYioqya3C5OdELvNrIjRcioraKSQjVqa32hACmRKNylfRr165xdqxWws3LDUPGD8KQ8YNMZVv/OVG1SOJbs9birVlr0c0QhIGjYzBwdAz0cbpaa7/UVGcS0kBpVXBw3as3syfEetzhjVyYSuIKcHNyAFsmIYXlV7Br/6Jq2728eU0QEbWkVpOEiEgwgHUAOgNQMK1L8oaILATwawCVMxs8o5Taapsobx9tdUwIYEo0KpOQ0tJSlmO1QhqNBhGD9YgYrMevX34E5364ULVI4sbXtmDD4o/h6eeB/iNNiyTGDo+Cm2ftMqu6khD/4PoHwYd019bZzp4Q64mM6I1dR0xJyFXcnLDG2uVY/v7+cHR0xI0bda/87enJMSFERC2p1SQhAMoBzFFKHRARDwD7RWS7edvrSqlXbRjbbaetlmMB1Xs7avaEMAlpnQJCu2DszFEYO7N62da+Tw/gy/W7Ye9QWbZlmm3LP8RUtlXXmBCtrmu9rxPaI7TOdiYh1jNv8WzsGmmagaoEVQsNW70nxMXFBePHj8e7775b53YPd07RS0TUkn7eCictQCl1vnLaX6VUIYB0AJzKwkZqrpvg6tp2Vg+2TDTYE9L2VJZtLVj3B3xwYSVe++p5jH1qFC6fzcXymWswOfR3+HXv2Vj1dApKr9a+i93Jv/7pN7v36F5nuzu/cFpNfHw87Oq4/2XtJAQApk+fXu82Tw5MJ0J0dHR4Y/tMmDCh2/79+50BYMGCBdW6optyvKurazQAZGZmOiQkJNT9Jn0LZs+eHfDnP/+5wQGGW7Zs8YiPj+/xS18LAJKSkrRr1qxpUs36wYMHnfv06RPu6OjYt2aM48aN0/r6+kaFhYX1qu94o9GIxx57LLhr164ROp3O8M0331jty1lOTo5m0aJFHSufN8ffsNUkIZZERAsgGsA+c9PvROR7EVktUvdypyIyVURSRST18uV616ShW/DQQw8BAAYMGFBvLX1rZNkTUlpayoHpbZjGXoPev9Lj14snYfWxv2HtiaX4zZJH4d3JEx8s+QQfv/5FrWMaGt/RtWvtXhJXV9dGx55Q83F2doavY+37S9YuxwKAuLg43Nl7aJ3bODsWEXDw4MGMxvbZsGFDVkxMTCkALF261P9Wj6+k1WrLPv/889O3HmXb0alTp/I33njjzLRp0y7W3DZlypSczZs3n2zo+A8++MDr9OnTzpmZmUfeeuutrBkzZtTf9d/Mrly5olm1alWzLrLT6pIQEXEHsAnATKVUAYC3AIQC6APgPIAldR2nlPqHUipWKRXbsWPHunahW7R+/Xrs2bMHu3btgojYOpwmqzlNL3tC2o/AHv5ImjUar+xYiI2XViF53rha+zSUhAQEBEBQ/Vr2cGcplrX5OPnXarNFT4iIYMYjf8BA3FtrW1T/Rm/gErV7lb0UW7Zs8ejfv3/PhISE7iEhIb0SExNDjEYjAKB///49d+/e7TpjxozA69ev24WHhxsSExNDLI/Pz8+3i4uL0xkMBr1OpzO8++673jVf6/jx446VvQATJkzoFh4ebggPDzf4+PhEzZkzxx8Ann322c4RERF6nU5nmDVrVkDlsfPnz++i1WojYmJiep48edKp5rkbUlBQYDdu3Dht79699Xq9viq248ePO8bExPQ0GAx6g8Gg3759uxtg6o2YPHlyV61WGzFo0CBdTk5Ok4c2BAYGlg8ZMqTEwcGh1krhI0aMKOrYsWN5Q8d//PHH3snJyVfs7Oxw9913FxcUFNhnZWVVe/M8fvy4Y0hISK+kpCStVquNSExMDPnoo488+vbtG96tW7eInTt3ugLAxYsXNffcc0+oTqczREVFhe/bt88FMPUkjRs3Ttu/f/+eQUFBvV944YVOADBnzpyg7Oxsp/DwcMO0adOCAKC4uFhT1zXRVK1pTAhExAGmBCRFKfUhACilLlpsfwfAFhuFd9uxt7dHXFycrcO4ZTV7Qjg7Vvvk7u2G+AcGA4urtzeUhNjb28PN0QNFNwqatD+1DGf72n9zW/SEAECnrh3gBg94OHdCYalpAUsnjQu8fJicUuthzH86GOUnmrf0xl5XYuf1UnZTd09PT3c5dOjQaa1WWxYTExO+fft29+HDhxdVbl++fPlPa9eu7ZSRkXGs5rGurq7GTz/99JSvr6/x/Pnz9gMGDAifOHFinp1d3ffCN2zYkAUAJ06ccExISAibNm3alQ8//NDz1KlTzt9//326Ugr33HNPj88++8zd3d3d+O9//9v38OHDx8rKytCnTx9DdHR0CQAsXry4IwDMmzev3hKZZ555xj8+Pr7ggw8+yMzJydHExsbqExMTCwICAsq//vrrE66ururw4cNODz/8cPcjR46kr1+/3vvUqVNOp06dOnL27FmH3r1793rssceuAMATTzwR/O2339Z68xg7dmzuiy++eKH2q9+a8+fPO2i12qo6ZH9//xtZWVkO3bp1K7PcLzs723nDhg2nY2JiMiMjI/UpKSl+qampGe+99573X//6V//4+Pgf5s2bFxAVFVXy5Zdf/rB582aPRx99NKTy3+7UqVPOe/bsOZ6Xl6fR6/URc+fOvbxkyZKzo0ePdqncZ8uWLR6NXRONaTVJiJhuta8CkK6Ues2i3V8pVbmq2AMAjtgiPmo72BNy+6hrdqzGkgovN+9qSYgHkxCrc3Ko/QXfFj0hABAY1gUigru6PYRDV/ch91IGhseOskksRK1Z7969i0NDQ8sAoFevXiU//PBDk+8cGI1GmTlzZtDevXvd7ezscOnSJcezZ8/ad+3atd47/yUlJZKUlBT62muvndHpdDdeffXVTrt37/Y0GAwG83a7jIwM58LCQruRI0fmeXh4GAHg3nvvzas8R0PJR6Vdu3Z5btu2zXvp0qVdAOD69ety6tQpx27dupU98cQT3Y4dO+ZiZ2eHrKwsJwD46quvPMaPH59rb28PrVZbFhcXVzXDxqpVq5qc1LWkwMDA6/37978GADqd7trQoUML7Ozs0Ldv35IXXnghAAC+++47j02bNp0CgMTExMKpU6fa5+bm2gGmv6GLi4tycXEp9/X1LTt79myd+cIvuSaAVpSEALgDwCQAh0XkkLntGQAPi0gfmKbtzQQwzRbBUdvRUE8Ik5D2pWYS4ujoiLCwsAaP8fP0w09Xz1Q9Z+2/9Tk71P6b2yoJCdKZKjrsriuEBwyDuhyMYXfULs8isqVb6bFoKU5OTlUlRBqNBuXl5U2u016xYoXvlStX7A8fPpzu5OSkAgMDe1+7dq3BIQGTJk3qNmbMmKv3339/IQAopTBz5szzc+fOzbHc7/nnn/9F4xSUUti4ceOpqKio65bts2fPDujUqVPZpk2bfjQajXBxcYlp7Fwt3RPi7+9flpmZWfVF//z58441e0EAwNHx5sqrdnZ2cHZ2VgAqF3Nu9N+tqf/Wv+SaAFrRmBCl1DdKKVFKRSql+ph/tiqlJimlepvbEy16RYjqxJ6Q20fNJKRfv36N/ht39Kn+ecXpea3P2b72bGS2Ksdy9XCBg4sTyotLoYpKAAAevpwtjejnsLe3V9evX6/1RTQ/P1/ToUOHMicnJ/XJJ594nDt3rsH/4V966aWORUVFGssv7iNGjChYv359h/z8fDsA+PHHHx1++ukn+6FDhxZt3brVu6ioSK5evWq3fft271uJOT4+vmDJkiWdK8czfPvtty6VMfv7+5dpNBosX77cr6KiAgAwZMiQwo0bN/qWl5cjKyvLYe/evVUfIqtWrcrOyMg4VvOnORIQAEhMTMxLSUnxMxqN2LFjh5uHh0dFXUlIUwwYMKBwzZo1foCptMrHx6fc19e33kEdXl5eFcXFxc2aN7SmnhCiZsHZsW4fNe+e9+3bt9FjOneqvpghkxDrs7dzhD0cUI6bn511ldZZi5uvB/J+ygFyTCu417UwJhE1Ljk5+bJerzdERESUbN68+cfK9ieffDJ3xIgRPXQ6nSEyMrIkJCSktKHzLFu2rIuDg4MKDw83AMCUKVMuz5s37/LRo0ed+/XrFw6YxpmkpKT8OHjw4JIHHnggNyIiopefn19ZZGRkceV5mjImZNGiReemTp3aNTw83GA0GiU4OPj6zp07T82cOfNSUlJS6Pvvv+83dOjQfBcXFyMATJo0KW/Hjh2ePXr0iAgICLgeHR3d5DEQZ86cse/Xr5+huLhYIyJqxYoVndPT04/4+voax4wZE7J3716Pq1ev2nfu3DlywYIF52bNmpVj+TuMHz8+/9NPP/Xq1q1bhIuLi3HlypWZTX3tml5++eVzycnJWp1OZ3BxcTGuXbv2x4b279KlS0VMTExRWFhYr6FDh+aPGTMm/+e+diVRqtYA/TYvNjZWpaam2joMspEZM2bgrbfeAgAsW7YMc+bMwfXrpl7WkpISJiLtjOXMbSkpKZg4cWKD+89//P9h8doXq55Pnz4dy5cvb7H4qLbvdqZj2OghKCi5+b3giy++wLBhw2wSz5MxC5B18Ieq53PX/Bb3PnqXTWKh25OI7FdKxVq2paWlZUZFReXUdwxRW5GWltYhKipKW7O91ZRjETUXy56QkpKSqgQEqL0II7V9lQvOhYWFYezYsY3uHxxcfVp19oRYX/94Pdy9vKu1DRgwwDbBAHB2rz5rnqsnb1QQEbU0JiHU7lgmIXl5eVWPnZycUN90gNR2LVu2DN988w2+++67Jk3B3C1EW+05kxAbkZJqT205VXLPgT0BEcC8aGU7LBAgImp1+I2M2h3LcqurV6/W2U7th52dHe644w54e3s3aX//wM7VnpeXN7g2FLWQoUPjqx5HR0fbMBIgODwI9t26QtOxA8RO0DO2u03jISK6HTAJoXbH8m44kxCqycOn+sxHlr1lZD3PPvssOnToAC8vL6SkpNg0Fld3U5mmODvjtT2L0KlrR5vGQ0R0O+DsWNTusCeEGuLu41bteVBQkI0iub3pdDpkZ2dDo9HYbI2QSh7eptmwOgX6QBfVtZG9iYioOTAJoXbHsickNze36jGTEAIAd283RCIOh7EX3p5++M1vfmPrkG5bTRnDYw0xd/bEM8smYcDdveDoxI9FIiJrYDkWtTuWA40vXrxY9ZhJCAGAm5crOkkg7vJ8GH+esQzu7lyY7nbn6OSAX42MYgJC1ATHjx93DAsL62XrOPbs2eOyYcMGr8rnKSkpXs8880yXho6h1oXvuNTudOjQoepxdnZ21ePWcteVbMvewR597+mNUnFE1MAwW4dDRHTbKysru+WyzNTUVNfU1FS3CRMm5ANAcnJyPoBfvIAeWQ97Qqjd6djx5qBSy8U42RNClV7+4s94Y9sCxN/X+ArrRES3s4ULF3YOCwvrFRYW1uv555/vBJhmFUxMTAzp3r17r4SEhO6FhYV2ADBjxozA0NDQXjqdzjB16tQgADh37pz98OHDQyMiIvQRERH6L774wg0AZs+eHXD//feH9O3bN3zs2LEhUVFR4ampqVV3C/v3799z9+7drjt37nTt06dPuF6vN0RHR4enpaU5lZaWyksvvRTwySef+ISHhxveeecdn6VLl/pNnjy5K2DqrRk4cKBOp9MZ4uLidCdPnnQEgKSkJO1jjz0WHB0dHR4UFNR7zZo1PgCQlZXlEBsb2zM8PNwQFhbW6/PPP2cXuRWwJ4TaHcueEEtcD4KIiNoiEYlpqXMrpfbXt+3rr792fe+99/z279+frpRCTEyM/u677y7MzMx0XrFiRea9995bPG7cOO0rr7zSccaMGTlbt271OX369BE7Ozvk5ORoAGDatGnBs2fPvjh8+PCikydPOg4fPjzs9OnTRwHg5MmTzvv27ctwd3dXzz33XKeUlBTf2NjYc1lZWQ6XLl1yuPPOO0tyc3Pt/vvf/2Y4ODjgo48+8pg3b17Qtm3bfnj66afPpaamuq1bt+4MACxdutSvMu7p06d3TU5OvvL73//+yt/+9je/6dOnB3/55Zc/AMDFixcdUlNTMw4dOuT8wAMP9Hj88cevrl692vfuu+/Of/nlly+Ul5ejMqmilsUkhNqd+pKQ7t059z8REVFT7dq1y33kyJF5np6eRgAYNWrU1Z07d3p06dLlxr333lsMAJMmTbqydOnSTs8+++xFJycn44QJE7SjR4/OqyyT+vbbbz1PnjxZVYpQVFSkyc/PtwOAhISEPHd3dwUAkydPvjps2DDd66+/fm7dunU+Y8aMuQoAubm5mgkTJoRkZmY6i4gqKyuTxuI+ePCg22efffYDAEyfPj33ueeeq5oGMTExMU+j0SAmJqb0ypUrDgAwcODA4mnTpmnLysrsHnzwwauDBg261lx/Q6ofMz1qdxwdHeHl5VWrvUePHjaIhoiIqH0RkVrPHRwccOjQofQHH3zw6pYtW7zvuuuuMMBUFn3gwIH0jIyMYxkZGccuXbr0vZeXlxEA3NzcjJXnCAkJKfP29i7ft2+fy4cffuj7yCOP5ALA/PnzA4cMGVJ48uTJo5988smpGzdu/KLvrs7OzlV12pUl2yNGjCjavXv38cDAwBtTpkwJWbZsmV+9J6BmwySE2qW6ekOYhBARUVuklNrfUj8NvW58fHzR1q1bvQsLC+0KCgrstm7d6hMfH194/vx5xy+//NINAFJSUnwHDRpUlJ+fb2futch/++23szMyMlwBYPDgwQUvvfRSp8pz7tmzp94BmklJSbkvvvhil8LCQs2AAQOuAUBBQYEmKCjoBgCsWLGi6sPd09OzoqioqM7vsdHR0cUrV670MR/jGxsbW9TQ73nixAnHoKCgsjlz5uRMnjz58oEDB1wb2p+aB5MQapcsB6dXYhJCRETUdIMHDy6ZOHHilb59++pjYmL0kyZNutyhQ4cKrVZb+uabb3bq3r17r7y8PPs//vGPl/Py8jQJCQlh5sHgPf/yl79kA8A//vGP7AMHDrjpdDpDaGhor2XLltX+gDZ75JFHrn766ae+9913X9UiX/Pnz7+wcOHCIL1ebygvL6/ad8SIEYUnTpxwqRyYbnmet99++8z69es76HQ6w7/+9S+/5cuXZ6MB27Zt89Dr9b30er1h06ZNvvPmzbvY0P7UPMRy9qD2IjY2VqWmpto6DLKhMWPGYMuWLVXPHR0dUVJSAo1GY8OoiIiIahOR/UqpWMu2tLS0zKioqBxbxUTUXNLS0jpERUVpa7azJ4TapZo9Id27d2cCQkRERNRKMAmhdqlmEhIaGmqjSIiIiIioJiYh1C75+VWf2GLYsGE2ioSIiOhnMRqNxkanoyVqzczXsLGubUxCqF1yc3Or9vzxxx+3USREREQ/y5HLly97MRGhtspoNMrly5e9ABypazsXK6R2KSEhAXZ2djAajVi4cCE8PT1tHRIREVGTlZeXP3nhwoWVFy5ciABvGlPbZARwpLy8/Mm6NjIJoXYpNDQUBw8eRHZ2NkaMGGHrcIiIiG5JTEzMJQCJto6DqKUwCaF2KzIyEpGRkbYOg4iIiIhqYPceERERERFZFZMQIiIiIiKyKiYhRERERERkVUxCiIiIiIjIqpiEEBERERGRVTEJISIiIiIiq2ISQkREREREViVKKVvH0OxE5DKArBZ8iQ4Aclrw/ES2wOua2iNe19QWdFNKdbR1EETW1C6TkJYmIqlKqVhbx0HUnHhdU3vE65qIqHViORYREREREVkVkxAiIiIiIrIqJiE/zz9sHQBRC+B1Te0Rr2siolaIY0KIiIiIiMiq2BNCRERERERWxSSEiIiIiIisikkIABFZLSKXROSIRVuUiPxHRA6LyCci4mludxCRf5rb00XkaYtjEkTkuIicEpEFtvhdiCrd4nXtKCJrzO1pInKXxTG7zNf1IfNPJ+v/NkQmIhIsIjtF5JiIHBWRp8ztviKyXUROmv/rY24PN1/z10XkjzXOxfdsIiIbYRJishZAQo22lQAWKKV6A/g3gLnm9nEAnMztMQCmiYhWRDQA/g5gBAADgIdFxGCN4InqsRZNv65/DQDm9mEAloiI5ftDslKqj/nnUsuGTdSgcgBzlFIGAAMB/Nb8XrsAwA6lVBiAHebnAJAL4A8AXrU8Cd+ziYhsi0kIAKXUbpg+qCzpAOw2P94OIKlydwBuImIPwAXADQAFAPoDOKWUOq2UugHgfQD3tXTsRPW5xevaAOB/zcddApAHgAu8UaujlDqvlDpgflwIIB1AIEzvt/807/ZPAPeb97mklPovgLIap+J7NhGRDTEJqd9R3PxAGgcg2Px4I4BiAOcBnAHwqlIqF6YPwWyL48+a24hak/qu6zQAiSJiLyIhMPXyBVsct8ZcivWsiIj1wiWqn4hoAUQD2Aegs1LqvHnTBQCdGzmc79lERDbEJKR+UwDMEJH9ADxg6vEATHfPKgAEAAgBMEdEutsmRKJbVt91vRqmL2GpAP4GYA9M1zlgKsXqDeBX5p9J1gyYqC4i4g5gE4CZSqkCy23KNPc8558nImrF7G0dQGullMoAcC8AiIgOwCjzpokAPldKlQG4JCLfwlS2ko3qd46DAPxkvYiJGlffda2UKgcwq3I/EdkD4IR520/m/xaKyHswJeLrrBs50U0i4gBTApKilPrQ3HxRRPyVUudFxB9AY2OXfgLfs4mIbIY9IfWonAHIPDj3TwDeNm86A2CoeZsbTAMjMwD8F0CYiISIiCOAhwBstnbcRA2p77oWEVfz9QwRGQagXCl1zFye1cHc7gBgNIAjdZ6cyArM5YCrAKQrpV6z2LQZwKPmx48C+LiRU/E9m4jIhrhiOgAR+ReAuwB0AHARwP8H4A7gt+ZdPgTwtFJKmUsA1sA0kFcArFFKvWI+z0iYSlk0AFYrpf5qxV+DqJpbvK61ALYBMMJ0N/gJpVSWOTHZDcABpuv6SwCzlVIVILIBERkM4GsAh2G6XgHgGZjGhfwPgK4AsgCMV0rlikgXmMoMPc37FwEwKKUK+J5NRGQ7TEKIiIiIiMiqWI5FRERERERWxSSEiIiIiIisikkIERERERFZFZMQIiIiIiKyKiYhRERERERkVUxCiKjdE5Ei838DRGRjPfvsEpFY8+OtIuJt/plxi6+lFZGJFs9jRWTpL4mfiIiovWESQkS3DaXUOaXUg03Yb6RSKg+AN4BbSkIAaAFUJSFKqVSl1B9u8RxERETtGpMQImpTRGSRiPzW4vlCEfmjiLiLyA4ROSAih0XkvjqO1YrIEfNjFxF5X0TSReTfAFws9ss0rxS/CECoiBwSkVdEZJ2I3G+xX0odr7MIwK/Mx8wSkbtEZItFrP8Uka9FJEtExorIYnO8n5tXpYeIxIjIVyKyX0S2iYh/8/0FiYiIbI9JCBG1NRsAjLd4Pt7cVgrgAaVUXwDxAJaIiDRwnukASpRSephWk4+pY58FAH5QSvVRSs0FsArAYwAgIl4ABgH4tI5jvjYf83od5wwFMBRAIoB3AexUSvUGcA3AKHMi8iaAB5VSMQBWA+BK3kRE1K7Y2zoAIqJboZQ6KCKdRCQAQEcAV5VS2eYv7y+KyJ0AjAACAXQGcKGeU90JYKn5nN+LyPdNeO2vRGS5iHQEkARgk1Kq/BZ/hc+UUmUichiABsDn5vbDMJVy9QQQAWC7OYfSADh/i69BRETUqjEJIaK26AMADwLoAlMvCAAkw5SUxJi/5GcCcG6B114H4BEADwF4/Gccfx0AlFJGESlTSilzuxGm92QBcFQpFdccwRIREbVGLMciorZoA0xJwIMwJSQA4AXgkjkBiQfQrZFz7IZ5ALmIRACIrGOfQgAeNdrWApgJAEqpY0085lYcB9BRROLMsTmISK9fcD4iIqJWh0kIEbU5SqmjMH3R/0kpVVmqlAIg1lzmNBlARiOneQuAu4ikA3gewP46XucKgG9F5IiIvGJuuwggHcCaes77PYAKEUkTkVm3+KtBKXUDpuTqZRFJA3AIprEnRERE7YbcrAQgIqLGiIgrTOM3+iql8m0dDxERUVvEnhAioiYSkXtg6gV5kwkIERHRz8eeECIiIiIisir2hBARERERkVUxCSEiIiIiIqtiEkJERERERFbFJISIiIiIiKyKSQgREREREVnV/wExIU4wMtGj8AAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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" ] @@ -634,7 +636,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Comparison of methods `how`" + "## Comparison of methods `how`" ] }, { @@ -773,7 +775,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 14, @@ -782,7 +784,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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" ] diff --git a/docs/source/conf.py b/docs/source/conf.py index 8c8b25642..18d3aff1e 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -52,6 +52,9 @@ "IPython.sphinxext.ipython_console_highlighting", ] +autosummary_generate = True +autodoc_typehints = "none" + # MyST config myst_enable_extensions = ["amsmath", "colon_fence", "deflist", "html_image"] myst_url_schemes = ["http", "https", "mailto"] diff --git a/docs/source/prediction-ensemble-object.ipynb b/docs/source/prediction-ensemble-object.ipynb index 0939bddfd..0d70b9e07 100644 --- a/docs/source/prediction-ensemble-object.ipynb +++ b/docs/source/prediction-ensemble-object.ipynb @@ -6,9 +6,10 @@ "source": [ "# PredictionEnsemble Objects\n", "\n", - "One of the major features of `climpred` is our objects that are based upon the `PredictionEnsemble` class. We supply users with a `HindcastEnsemble` and `PerfectModelEnsemble` object. We encourage users to take advantage of these high-level objects, which wrap all of our core functions.\n", + "One of the major features of `climpred` is our objects that are based upon the {py:class}`.PredictionEnsemble` class. We supply users with a {py:class}`.HindcastEnsemble` or {py:class}`.PerfectModelEnsemble` object. We encourage users to take advantage of these high-level objects, which wrap all of our core functions.\n", "\n", - "Briefly, we consider a `HindcastEnsemble` to be one that is initialized from some observational-like product (e.g., assimilated data, reanalysis products, or a model reconstruction). Thus, this object is built around comparing the initialized ensemble to various observational products. In contrast, a `PerfectModelEnsemble` is one that is initialized off of a model control simulation. These forecasting systems are not meant to be compared directly to real-world observations. Instead, they provide a contained model environment with which to theoretically study the limits of predictability. You can read more about the terminology used in `climpred` [here](terminology.html).\n", + "Briefly, we consider a {py:class}`.HindcastEnsemble` to be one that is initialized from some observational-like product (e.g., assimilated data, reanalysis products, or a model reconstruction). Thus, this object is built around comparing the initialized ensemble to various observational products.\n", + "In contrast, a {py:class}`.PerfectModelEnsemble` is one that is initialized off of a model control simulation. These forecasting systems are not meant to be compared directly to real-world observations. Instead, they provide a contained model environment with which to theoretically study the limits of predictability. You can read more about the terminology used in `climpred` [here](terminology.html).\n", "\n", "Let's create a demo object to explore some of the functionality and why they are much smoother to use than direct function calls." ] @@ -62,24 +63,14 @@ } }, "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - }, { "data": { "application/javascript": [ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 2;\n", - " var nbb_unformatted_code = \"%matplotlib inline\\nimport matplotlib.pyplot as plt\\nimport xarray as xr\\nimport numpy as np\\n\\nfrom climpred import HindcastEnsemble, PerfectModelEnsemble\\nfrom climpred.tutorial import load_dataset\\nimport climpred\\n\\nxr.set_options(display_style=\\\"text\\\")\";\n", - " var nbb_formatted_code = \"%matplotlib inline\\nimport matplotlib.pyplot as plt\\nimport xarray as xr\\nimport numpy as np\\n\\nfrom climpred import HindcastEnsemble, PerfectModelEnsemble\\nfrom climpred.tutorial import load_dataset\\nimport climpred\\n\\nxr.set_options(display_style=\\\"text\\\")\";\n", + " var nbb_unformatted_code = \"%matplotlib inline\\nimport matplotlib.pyplot as plt\\nimport xarray as xr\\nimport numpy as np\\n\\nfrom climpred import HindcastEnsemble, PerfectModelEnsemble\\nfrom climpred.tutorial import load_dataset\\nimport climpred\";\n", + " var nbb_formatted_code = \"%matplotlib inline\\nimport matplotlib.pyplot as plt\\nimport xarray as xr\\nimport numpy as np\\n\\nfrom climpred import HindcastEnsemble, PerfectModelEnsemble\\nfrom climpred.tutorial import load_dataset\\nimport climpred\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -108,25 +99,21 @@ "\n", "from climpred import HindcastEnsemble, PerfectModelEnsemble\n", "from climpred.tutorial import load_dataset\n", - "import climpred\n", - "\n", - "xr.set_options(display_style=\"text\")" + "import climpred" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We can now pull in some sample data that is packaged with `climpred`." + "We can now pull in some sample data that is packaged with `climpred`. We'll start out with a `{py:class}`.HindcastEnsemble` demo, followed by a {py:class}`.PerfectModelEnsemble` case." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## HindcastEnsemble\n", - "\n", - "We'll start out with a `HindcastEnsemble` demo, followed by a `PerfectModelEnsemble` case." + "## HindcastEnsemble" ] }, { @@ -145,8 +132,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 3;\n", - " var nbb_unformatted_code = \"hind = climpred.tutorial.load_dataset(\\n \\\"CESM-DP-SST\\\"\\n) # CESM-DPLE hindcast ensemble output.\\nobs = climpred.tutorial.load_dataset(\\\"ERSST\\\") # ERSST observations.\";\n", - " var nbb_formatted_code = \"hind = climpred.tutorial.load_dataset(\\n \\\"CESM-DP-SST\\\"\\n) # CESM-DPLE hindcast ensemble output.\\nobs = climpred.tutorial.load_dataset(\\\"ERSST\\\") # ERSST observations.\";\n", + " var nbb_unformatted_code = \"initialized = climpred.tutorial.load_dataset(\\n \\\"CESM-DP-SST\\\"\\n) # CESM-DPLE hindcast ensemble output.\\nobs = climpred.tutorial.load_dataset(\\\"ERSST\\\") # ERSST observations.\";\n", + " var nbb_formatted_code = \"initialized = climpred.tutorial.load_dataset(\\n \\\"CESM-DP-SST\\\"\\n) # CESM-DPLE hindcast ensemble output.\\nobs = climpred.tutorial.load_dataset(\\\"ERSST\\\") # ERSST observations.\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -168,7 +155,7 @@ } ], "source": [ - "hind = climpred.tutorial.load_dataset(\n", + "initialized = climpred.tutorial.load_dataset(\n", " \"CESM-DP-SST\"\n", ") # CESM-DPLE hindcast ensemble output.\n", "obs = climpred.tutorial.load_dataset(\"ERSST\") # ERSST observations." @@ -178,7 +165,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We need to add a \"units\" attribute to the hindcast ensemble so that `climpred` knows how to interpret the lead units." + "We need to add a ``units`` attribute to the hindcast ensemble so that `climpred` knows how to interpret the lead units." ] }, { @@ -197,8 +184,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 4;\n", - " var nbb_unformatted_code = \"hind[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\";\n", - " var nbb_formatted_code = \"hind[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\";\n", + " var nbb_unformatted_code = \"initialized[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\";\n", + " var nbb_formatted_code = \"initialized[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -220,14 +207,14 @@ } ], "source": [ - "hind[\"lead\"].attrs[\"units\"] = \"years\"" + "initialized[\"lead\"].attrs[\"units\"] = \"years\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Now we instantiate the `HindcastEnsemble` object and append all of our products to it." + "Now we instantiate the `{py:class}`.HindcastEnsemble` object and append all of our products to it." ] }, { @@ -240,166 +227,524 @@ } }, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Initialized Ensemble:\n", - " SST (init, lead, member) float64 ...\n", - "Observations:\n", - " None\n", - "Uninitialized:\n", - " None\n" - ] - }, { "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/utils.py:122: UserWarning: Assuming annual resolution due to numeric inits. Change init to a datetime if it is another resolution.\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", " warnings.warn(\n" ] }, { "data": { - "application/javascript": [ - "\n", - " setTimeout(function() {\n", - " var nbb_cell_id = 5;\n", - " var nbb_unformatted_code = \"hindcast = HindcastEnsemble(\\n hind\\n) # Instantiate object by passing in our initialized ensemble.\\nprint(hindcast)\";\n", - " var nbb_formatted_code = \"hindcast = HindcastEnsemble(\\n hind\\n) # Instantiate object by passing in our initialized ensemble.\\nprint(hindcast)\";\n", - " var nbb_cells = Jupyter.notebook.get_cells();\n", - " for (var i = 0; i < nbb_cells.length; ++i) {\n", - " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", - " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", - " nbb_cells[i].set_text(nbb_formatted_code);\n", - " }\n", - " break;\n", - " }\n", - " }\n", - " }, 500);\n", - " " - ], - "text/plain": [ - "" + "text/html": [ + "

climpred.HindcastEnsemble

" ] }, "metadata": {}, "output_type": "display_data" - } - ], - "source": [ - "hindcast = HindcastEnsemble(\n", - " hind\n", - ") # Instantiate object by passing in our initialized ensemble.\n", - "print(hindcast)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now we just use the `add_` methods to attach other objects. See the API [here](api.html#add-and-retrieve-datasets). **Note that we strive to make our conventions follow those of `xarray`'s**. For example, we don't allow inplace operations. One has to run `hindcast = hindcast.add_observations(...)` to modify the object upon later calls rather than just `hindcast.add_observations(...)`." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "ExecuteTime": { - "end_time": "2020-01-06T18:15:50.078063Z", - "start_time": "2020-01-06T18:15:50.046372Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Initialized Ensemble:\n", - " SST (init, lead, member) float64 ...\n", - "Observations:\n", - " SST (time) float32 ...\n", - "Uninitialized:\n", - " None\n" - ] }, { "data": { - "application/javascript": [ + "text/html": [ + "
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<Initialized Ensemble>\n",
+       "Dimensions:     (lead: 10, member: 10, init: 64)\n",
+       "Coordinates:\n",
+       "  * lead        (lead) int32 1 2 3 4 5 6 7 8 9 10\n",
+       "  * member      (member) int32 1 2 3 4 5 6 7 8 9 10\n",
+       "  * init        (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n",
+       "    valid_time  (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n",
+       "Data variables:\n",
+       "    SST         (init, lead, member) float64 -0.2404 -0.2085 ... 0.7442 0.7384
" ] }, "metadata": {}, "output_type": "display_data" - } - ], - "source": [ - "hindcast = hindcast.add_observations(obs)\n", - "print(hindcast)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "You can apply most standard `xarray` functions directly to our objects! `climpred` will loop through the objects and apply the function to all applicable `xarray.Datasets` within the object. If you reference a dimension that doesn't exist for the given `xarray.Dataset`, it will ignore it. This is useful, since the initialized ensemble is expected to have dimension `init`, while other products have dimension `time` (see more [here](setting-up-data.html)).\n", - "\n", - "Let's start by taking the ensemble mean of the initialized ensemble so our metric computations don't have to take the extra time on that later. Just using deterministic metrics here, so we don't need the individual ensemble members. Note that above our initialized ensemble had a `member` dimension, and now it is reduced. Those `xarray` functions do not raise errors such as `ValueError`, `KeyError`, `DimensionError`, but show respective warnings, which can be filtered away with `warnings.filterwarnings(\"ignore\")`." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "ExecuteTime": { - "end_time": "2020-01-06T18:15:50.873957Z", - "start_time": "2020-01-06T18:15:50.866688Z" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:380: UserWarning: Error due to verification/control/uninitialized: xr.mean(('member',), {}) failed\n", - "ValueError: Dataset does not contain the dimensions: ['member']\n", - " warnings.warn(\n" - ] }, { "data": { - "text/plain": [ - "\n", - "Initialized Ensemble:\n", - " SST (init, lead) float64 -0.2121 -0.1637 -0.1206 ... 0.7286 0.7532\n", - "Observations:\n", - " SST (time) float32 ...\n", - "Uninitialized:\n", - " None" - ] + "text/plain": [] }, - "execution_count": 7, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, @@ -408,9 +753,9 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 7;\n", - " var nbb_unformatted_code = \"hindcast = hindcast.mean(\\\"member\\\")\\nhindcast\";\n", - " var nbb_formatted_code = \"hindcast = hindcast.mean(\\\"member\\\")\\nhindcast\";\n", + " var nbb_cell_id = 5;\n", + " var nbb_unformatted_code = \"hindcast = HindcastEnsemble(\\n initialized\\n) # Instantiate object by passing in our initialized ensemble.\\nhindcast\";\n", + " var nbb_formatted_code = \"hindcast = HindcastEnsemble(\\n initialized\\n) # Instantiate object by passing in our initialized ensemble.\\nhindcast\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -432,7 +777,9 @@ } ], "source": [ - "hindcast = hindcast.mean(\"member\")\n", + "hindcast = HindcastEnsemble(\n", + " initialized\n", + ") # Instantiate object by passing in our initialized ensemble.\n", "hindcast" ] }, @@ -440,224 +787,973 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Arithmetic Operations with PredictionEnsemble Objects\n", - "\n", - "`PredictionEnsemble` objects support arithmetic operations, i.e., `+`, `-`, `/`, `*`. You can perform these operations on a `HindcastEnsemble` or `PerfectModelEnsemble` by pairing the operation with an `int`, `float`, `np.ndarray`, `xr.DataArray`, `xr.Dataset`, or with another `PredictionEnsemble` object.\n", - "\n", - "An obvious application would be to area-weight an initialized ensemble and all of its associated datasets (like verification products) simultaneously." + "Now we just use {py:meth}`.HindcastEnsemble.add_observations` to attach other objects. See the API [here](api.html#add-and-retrieve-datasets). **Note that we strive to make our conventions follow those of `xarray`**. For example, we don't allow inplace operations. One has to run `hindcast = hindcast.add_observations(...)` to modify the object upon later calls rather than just `hindcast.add_observations(...)`." ] }, { "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "application/javascript": [ - "\n", - " setTimeout(function() {\n", - " var nbb_cell_id = 8;\n", - " var nbb_unformatted_code = \"dple3d = climpred.tutorial.load_dataset(\\\"CESM-DP-SST-3D\\\")\\nverif3d = climpred.tutorial.load_dataset(\\\"FOSI-SST-3D\\\")\\narea = dple3d[\\\"TAREA\\\"]\";\n", - " var nbb_formatted_code = \"dple3d = climpred.tutorial.load_dataset(\\\"CESM-DP-SST-3D\\\")\\nverif3d = climpred.tutorial.load_dataset(\\\"FOSI-SST-3D\\\")\\narea = dple3d[\\\"TAREA\\\"]\";\n", - " var nbb_cells = Jupyter.notebook.get_cells();\n", - " for (var i = 0; i < nbb_cells.length; ++i) {\n", - " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", - " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", - " nbb_cells[i].set_text(nbb_formatted_code);\n", - " }\n", - " break;\n", - " }\n", - " }\n", - " }, 500);\n", - " " - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" + "execution_count": 6, + "metadata": { + "ExecuteTime": { + "end_time": "2020-01-06T18:15:50.078063Z", + "start_time": "2020-01-06T18:15:50.046372Z" } - ], - "source": [ - "dple3d = climpred.tutorial.load_dataset(\"CESM-DP-SST-3D\")\n", - "verif3d = climpred.tutorial.load_dataset(\"FOSI-SST-3D\")\n", - "area = dple3d[\"TAREA\"]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Here, we load in a subset of CESM-DPLE over the eastern tropical Pacific. The file includes `TAREA`, which describes the area of each cell on the curvilinear mesh." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/utils.py:122: UserWarning: Assuming annual resolution due to numeric inits. Change init to a datetime if it is another resolution.\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", " warnings.warn(\n" ] }, { "data": { - "text/plain": [ - "\n", - "Initialized Ensemble:\n", - " SST (init, lead, nlat, nlon) float32 ...\n", - "Observations:\n", - " SST (time, nlat, nlon) float32 ...\n", - "Uninitialized:\n", - " None" + "text/html": [ + "

climpred.HindcastEnsemble

" ] }, - "execution_count": 9, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" }, { "data": { - "application/javascript": [ + "text/html": [ + "
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<Initialized Ensemble>\n",
+       "Dimensions:     (lead: 10, member: 10, init: 64)\n",
+       "Coordinates:\n",
+       "  * lead        (lead) int32 1 2 3 4 5 6 7 8 9 10\n",
+       "  * member      (member) int32 1 2 3 4 5 6 7 8 9 10\n",
+       "  * init        (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n",
+       "    valid_time  (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n",
+       "Data variables:\n",
+       "    SST         (init, lead, member) float64 -0.2404 -0.2085 ... 0.7442 0.7384
" ] }, "metadata": {}, "output_type": "display_data" - } - ], - "source": [ - "hindcast3d = HindcastEnsemble(dple3d)\n", - "hindcast3d = hindcast3d.add_observations(verif3d)\n", - "hindcast3d" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now we can perform an area-weighting operation with the `HindcastEnsemble` object and the area `DataArray`. `climpred` cycles through all of the datasets appended to the `HindcastEnsemble` and applies them. You can see below that the dimensionality is reduced to single time series without spatial information." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "\n", - "Initialized Ensemble:\n", - " SST (init, lead) float64 -0.3539 0.1947 0.3623 ... 0.662 1.016 1.249\n", - "Observations:\n", - " SST (time) float64 24.76 24.48 23.73 24.68 ... 24.78 24.21 24.92 25.95\n", - "Uninitialized:\n", - " None" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" }, { "data": { - "application/javascript": [ + "text/html": [ + "
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<Observations>\n",
+       "Dimensions:  (time: 61)\n",
+       "Coordinates:\n",
+       "  * time     (time) object 1955-01-01 00:00:00 ... 2015-01-01 00:00:00\n",
+       "Data variables:\n",
+       "    SST      (time) float32 17.79 17.84 18.0 18.03 ... 18.41 18.44 18.54 18.64
" ] }, "metadata": {}, "output_type": "display_data" - } - ], - "source": [ - "hindcast3d_aw = (hindcast3d * area).sum([\"nlat\", \"nlon\"]) / area.sum([\"nlat\", \"nlon\"])\n", - "hindcast3d_aw" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**NOTE**: Be careful with the arithmetic operations. Some of the behavior can be unexpected in combination with the fact that generic `xarray` methods can be applied to `climpred` objects. For instance, one might be interested in removing a climatology from the verification data to move it to anomaly space. It's safest to do anything like climatology removal before constructing `climpred` objects.\n", - "\n", - "Naturally, they would remove some climatology time slice as we do here below. However, note that in the below example, the intialized ensemble returns all zeroes for `SST`. The reasoning here is that when `hindcast.sel(time=...)` is called, `climpred` only applies that slicing to datasets that include the `time` dimension. Thus, it skips the initialized ensemble and returns the original dataset untouched. This feature is advantageous for cases like `hindcast.mean('member')`, where it takes the ensemble mean in all cases that ensemble members exist. So when it performs `hindcast - hindcast.sel(time=...)`, it subtracts the identical initialized ensemble from itself returning all zeroes. We are hoping to implement a fix to this issue in the future.\n", - "\n", - "In short, any sort of bias correcting or drift correction should be done _prior_ to instantiating a `PredictionEnsemble` object. Alternatively, detrending or removing a mean state can also be done _after_ instantiating a `PredictionEnsemble` object. But beware of unintuitive behaviour. Removing a `time` anomaly in `PredictionEnsemble`, does not modify `initialized` and therefore returns all `0`s." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:375: UserWarning: Error due to initialized: xr.sel((), {'time': slice('1960', '2014', None)}) failed\n", - "ValueError: dimensions or multi-index levels ['time'] do not exist\n", - " warnings.warn(f\"Error due to initialized: {msg}\")\n", - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:375: UserWarning: Error due to initialized: xr.mean(('time',), {}) failed\n", - "ValueError: Dataset does not contain the dimensions: ['time']\n", - " warnings.warn(f\"Error due to initialized: {msg}\")\n" - ] }, { "data": { - "text/plain": [ - "\n", - "Initialized Ensemble:\n", - " SST (init, lead, nlat, nlon) float32 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n", - "Observations:\n", - " SST (time, nlat, nlon) float32 0.01611 0.01459 0.0161 ... 1.543 1.49\n", - "Uninitialized:\n", - " None" - ] + "text/plain": [] }, - "execution_count": 11, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, @@ -666,9 +1762,9 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 11;\n", - " var nbb_unformatted_code = \"hindcast3d - hindcast3d.sel(time=slice(\\\"1960\\\", \\\"2014\\\")).mean(\\\"time\\\")\";\n", - " var nbb_formatted_code = \"hindcast3d - hindcast3d.sel(time=slice(\\\"1960\\\", \\\"2014\\\")).mean(\\\"time\\\")\";\n", + " var nbb_cell_id = 6;\n", + " var nbb_unformatted_code = \"hindcast = hindcast.add_observations(obs)\\nhindcast\";\n", + " var nbb_formatted_code = \"hindcast = hindcast.add_observations(obs)\\nhindcast\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -690,145 +1786,1010 @@ } ], "source": [ - "hindcast3d - hindcast3d.sel(time=slice(\"1960\", \"2014\")).mean(\"time\")" + "hindcast = hindcast.add_observations(obs)\n", + "hindcast" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "To fix this always handle all `PredictionEnsemble` datasets `initialized` with dimensions `lead` or `init` and `observations/control` with dimension `time` at the same time to avoid these zeros." + "You can apply most standard `xarray` functions directly to our objects! `climpred` will loop through the objects and apply the function to all applicable {py:class}`xarray.Dataset` within the object. If you reference a dimension that doesn't exist for the given {py:class}`xarray.Dataset`, it will ignore it. This is useful, since the initialized ensemble is expected to have dimension `init`, while other products have dimension `time` (see more [here](setting-up-data.html)).\n", + "\n", + "Let's start by taking the ensemble mean of the initialized ensemble. Just using deterministic [metrics](https://climpred.readthedocs.io/en/latest/metrics.html) here, so we don't need the individual ensemble members. Note that above our initialized ensemble had a `member` dimension, and now it is reduced. Those `xarray` functions do not raise errors such as `ValueError`, `KeyError`, `DimensionError`, but show respective warnings, which can be filtered away with `warnings.filterwarnings(\"ignore\")`." ] }, { "cell_type": "code", - "execution_count": 12, - "metadata": {}, + "execution_count": 7, + "metadata": { + "ExecuteTime": { + "end_time": "2020-01-06T18:15:50.873957Z", + "start_time": "2020-01-06T18:15:50.866688Z" + } + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:375: UserWarning: Error due to initialized: xr.sel((), {'time': slice('1960', '2014', None)}) failed\n", - "ValueError: dimensions or multi-index levels ['time'] do not exist\n", - " warnings.warn(f\"Error due to initialized: {msg}\")\n", - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:375: UserWarning: Error due to initialized: xr.mean(('time',), {}) failed\n", - "ValueError: Dataset does not contain the dimensions: ['time']\n", - " warnings.warn(f\"Error due to initialized: {msg}\")\n", - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:384: UserWarning: xr.sel((), {'init': slice('1960', '2014', None)}) failed\n", - "ValueError: dimensions or multi-index levels ['init'] do not exist\n", - " warnings.warn(msg)\n", - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:384: UserWarning: xr.mean(('init',), {}) failed\n", - "ValueError: Dataset does not contain the dimensions: ['init']\n", - " warnings.warn(msg)\n" + "/Users/aaron.spring/Coding/climpred/climpred/classes.py:709: UserWarning: Error due to verification/control/uninitialized: xr.mean(('member',), {}) failed\n", + "ValueError: Dataset does not contain the dimensions: ['member']\n", + " warnings.warn(\n" ] }, { "data": { - "text/plain": [ - "\n", - "Initialized Ensemble:\n", - " SST (init, lead) float64 -0.2046 -0.1688 -0.1335 ... 0.6326 0.6463\n", - "Observations:\n", - " SST (time) float32 -0.3864 -0.3373 -0.17 ... 0.2632 0.3611 0.4653\n", - "Uninitialized:\n", - " None" + "text/html": [ + "

climpred.HindcastEnsemble

" ] }, - "execution_count": 12, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" }, { "data": { - "application/javascript": [ + "text/html": [ + "
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<Initialized Ensemble>\n",
+       "Dimensions:     (lead: 10, init: 64)\n",
+       "Coordinates:\n",
+       "  * lead        (lead) int32 1 2 3 4 5 6 7 8 9 10\n",
+       "  * init        (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n",
+       "    valid_time  (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n",
+       "Data variables:\n",
+       "    SST         (init, lead) float64 -0.2121 -0.1637 -0.1206 ... 0.7286 0.7532
" ] }, "metadata": {}, "output_type": "display_data" - } - ], - "source": [ - "hindcast - hindcast.sel(time=slice(\"1960\", \"2014\")).mean(\"time\").sel(\n", - " init=slice(\"1960\", \"2014\")\n", - ").mean(\"init\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Note: Thinking in initialization space is not very intuitive and such combined `init` and `time` operations can lead to unanticipated changes in the `PredictionEnsemble`. The safest way is subtracting means before instantiating `PredictionEnsemble` or use `HindcastEnsemble.remove_bias()`." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### PredictionEnsemble.plot()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "`PredictionEnsemble` also have a default `.plot()` call showing all datasets associated." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ + }, { "data": { - "text/plain": [ - "" + "text/html": [ + "
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<Observations>\n",
+       "Dimensions:  (time: 61)\n",
+       "Coordinates:\n",
+       "  * time     (time) object 1955-01-01 00:00:00 ... 2015-01-01 00:00:00\n",
+       "Data variables:\n",
+       "    SST      (time) float32 17.79 17.84 18.0 18.03 ... 18.41 18.44 18.54 18.64
" ] }, - "execution_count": 13, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" }, { "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" + "text/plain": [] }, - "output_type": "display_data" + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" }, { "data": { "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 13;\n", - " var nbb_unformatted_code = \"hindcast.plot()\";\n", - " var nbb_formatted_code = \"hindcast.plot()\";\n", + " var nbb_cell_id = 7;\n", + " var nbb_unformatted_code = \"hindcast = hindcast.mean(\\\"member\\\")\\nhindcast\";\n", + " var nbb_formatted_code = \"hindcast = hindcast.mean(\\\"member\\\")\\nhindcast\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -850,51 +2811,34 @@ } ], "source": [ - "hindcast.plot()" + "hindcast = hindcast.mean(\"member\")\n", + "hindcast" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We have a huge bias because the initialized data is already converted to an anomaly, but uninitialized historical and observations is not." + "### Arithmetic Operations with PredictionEnsemble Objects\n", + "\n", + "{py:class}`.PredictionEnsemble` objects support arithmetic operations, i.e., `+`, `-`, `/`, `*`. You can perform these operations on a {py:class}`.HindcastEnsemble` or {py:class}`.PerfectModelEnsemble` by pairing the operation with an `int`, `float`, `np.ndarray`, {py:class}`xarray.DataArray`, {py:class}`xarray.Dataset`, or with another {py:class}`.PredictionEnsemble` object.\n", + "\n", + "An obvious application would be to area-weight an initialized ensemble and all of its associated datasets simultaneously." ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 8, "metadata": {}, "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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arVYPMHv27PJnn322PD093aZv375aaJ8H8cknn+QOGjSo6YEHHqgyGAzhvr6+xtjY2M55FF2Zs7Bo0aLiuXPn+mu1Wr0sy5Kfn59xx44dOYmJiWXx8fFBX331lcugQYPqNRqNBWDmzJk133//vWNYWFh4YGBgS2xsbJcfzE+fPm3Vt29ffWNjo1KSJHnFihWeGRkZaa6urhe9/Z8wYUJ1SkqKrbu7extAdHR0ywsvvFA0bNiwUIvFgkqlkpcuXXp62LBhjQaDoSkkJCTc39/fGB0d3XBxzdeHJMs3bt+Psz0Lm86Zs7AU2CXL8heSJE0G5sqyPPyCPC7AF8AUoAZYC6yTZXn1ZeqYC8wF8Pf3j87Pz79BVyMIgiAIwk1haoGDy0FlDXoVsuUMbXtMtCWZaRj/EK1tFlobGmgoLaU8PZ2w8ePxjoq61a3+xSRJSpJlOebcY8nJyXmRkZEVl8sj3Nni4uKCExMTS8ePH39DegkuJzk52S0yMjLgUududs/Cw8Bfz35eC7x3iTTDgVxZlssBJElaT3sPxCWDBVmW/wP8ByAmJkbseCgIgiAIt7uT30JrPbJOR0XGF5RsV+P442mq/QKp/fKrzmRWGg3effrcccOPhN+fjhWZdDpd080OFK7mZgcLxcBgYCcwFDhxiTSngbskSbKlfRjSMODwzWqgIAiCIAi3UNVJKD4CPUKoLthMaRp4VNhjExmF3bQ/0NPZBbWDA9b29iisxArwwp3Bzc2tLS8vL+1Wt+NSbuTSqZ/SvtKRmyRJhcDfgT8C/5QkyQpo4ezwIUmSfID3ZFkeI8vyAUmS1gFHaF9e9Shnew4EQRAEQbiDmY2QuRHsnKhrO0rliVLsm4fj6VmPNPZB0Efc6hYKwu/OjVwNaeplTkVfeECW5WJgzDnf/057cCEIgiAIwm1CluGa5hif+h6MtTT721GVeYS2mnsIMhqRfLqDznDd2ikIQtddca1bQRAEQRCErmizwBdJ8FPOpc+bZGi+0srv1XlQeJBWDxcqTn5Lc2UQwU22KNQ2MH7SNUYhgiD8WmKwnyAIgiAI16TVDGsOwcky8HG++HypGdbVtuGqhKnOyvPOyciUtB2grm4tck8jdeZjtHppcHLUkG3OR46MQuNwiJ4Mv7hgQRBuONGzIAiCIAjCr9ZkhI9/glPlMD4KBgT/fE6WYX8TrKhqoqx1H3r5AzBuB0tNZ5pqcqiq2Y6moRVLbRWq8kZ8i0PxKFDhGjgSN4cYnOlx8y/sdywqKkp7tTRTpkzpkZSUZAPw/PPPe/3S/La2tlEAeXl5qlGjRvX8tW3tMH/+fJ+XXnrJ80ppNm3a5BAXFxd8pTRdFR8fH/Dhhx+6dCXtv//9b9fQ0FB9aGioPioqSrtv3z7N9WjDzSJ6FgRBEARB+FXqmmHVPqhugil9Qev987kGC3xS18oRYz12ymMYHPLIUjrgYkrCv/UnsNLSotJxxnwIh9IK7IvbkFuK8arrQ7ciOxgyAnwv2rtVuAmOHj2aebU0a9as6dzYaunSpd6LFi3q3HW5K/k7BAQEmLZu3Xrql7fy9hEcHGzcu3dvlru7e9vnn3/u+Oijj/ZISUnp8j26FmazGatrXDVM9CwIgiAIgtBlOxvhm3r4qRL+vRvqWmDGXT8HCi2Y2WasJrGqku9NZfjb7OY+xRF8vqmhbGspa9Kc2JLURsHh9WQU/g+mgs+xz8mlvuk4GpMProX2EBkNffvf2gv9Het4679p0yaH2NjYsFGjRvUMDAwMHzduXKDF0j7xJDY2Nmz37t22jz/+uK/RaFRotVr9uHHjAs/NX1tbq+jfv3+oXq/XhYaG6levXu18YV1ZWVnWISEh4dDeW6HVavVarVbv4uIS+dRTT3kDvPjii54Gg0EXGhqqf/LJJ3068j733HNeAQEBhgEDBoSeOHFC/Uuusa6uTjFp0qQAg8Gg0+l0nW3Lysqyjo6ODtPr9Tq9Xq/bvn27HYDFYmHWrFn+QUFB4UOGDAmuqKjo8hP4vffe29ixI3NcXFzjmTNnrC9Ms2TJEreEhITuHd8XL17sNmfOHD+A5cuXu0ZEROi0Wq1+2rRpPcxmMwDTp0/3NxgMuuDg4PBz74uvr2/E008/7R0dHR32wQcfdKn340pEz4IgCIIgCF1yxtweLNTXQ8rR9mNDY+C4un04UrnVGbY0GTnRrMFHaWS2egs9T6dy6htbNAoPRkTqSFE0ktXNheI2Z4KqDhBcXESLZION0gP3kwFIAcEwfIyY0PwbkZGRoTl27NipgIAAU3R0tHb79u32I0eObOg4v3z58qKVK1d6ZGZmHr8wr62trWXz5s05rq6ulpKSEqt+/fppp02bVqNQXPpddUdvRXZ2tvXIkSNDHn300cr169c75uTk2KSkpGTIsszw4cODt2zZYm9vb2/58ssvXVNTU4+bTCZ69+6tj4qKagJ444033AGeffbZ8std14IFC7zj4uLq1q5dm9exIdq4cePqfHx8zHv27Mm2tbWVU1NT1VOnTu2ZlpaWsWrVKuecnBx1VlZWemFhoSoiIiL8kUceqQRISEjovnfvXocL65g4cWLVwoULz5x77F//+pdbXFxc7YVpExISqsLDw/VGo7FQrVbLq1evdluxYkX+kSNHbNatW+d6+PDhTLVaLc+YMcP/nXfe6TZv3rzKt956q8jT07PNbDYzYMCAsAMHDmj69evXDGBjY2NJSkrKutz1/xIiWBAEQRAEoUv2N0F9NTicgAH20LcPVFvD0RbY2WziZJsZZ+yZamfhfuNHVB1JJ3enO542DvTwcsSqOI+QWnsOhraxP8CGyjNa+ln3QuV/F8odO5EcPWH8ZFAqr96Y34F163AsLkZ1Pcv08cH04IPUdTV9REREY1BQkAkgPDy86eTJkxe9Fb8ci8UiJSYm+u3fv99eoVBQVlZmXVhYaOXv72++XJ6mpiYpPj4+aMmSJadDQ0Nb33zzTY/du3c76vV6/dnziszMTJv6+nrFmDFjahwcHCwAI0aMqOko40pBQoedO3c6btu2zXnp0qVeAEajUcrJybHu0aOHKSEhocfx48c1CoWC/Px8NcCuXbscJk+eXGVlZUVAQICpf//+nbssv//++wVduR8bN250WL16tdtPP/100RAkR0dHy8CBA+vXrFnjFBER0WIymaTY2NjmhQsXuqelpdlGRkbqAFpaWhQeHh5mgI8++sh15cqVbmazWSovL1clJyfbdAQLs2bNqu5Km7pCBAuCIAiCIFxVgwUO10HlcQhybh965Hh2mqZJbuPzhiSUNacYV5+LoTKHqqNZNO1wxuDkiL2XCam1FRydMBkrcWzIISa5gULZme0Kb+757iecZQeYOh1sbG7pdQrnU6vVcsdnpVKJ2WzucpfPihUrXCsrK61SU1Mz1Gq17OvrG9Hc3HzFIfAzZ87sMXbs2OoJEybUA8iyTGJiYskzzzxTcW66V155xUO6ht4nWZZZt25dTmRkpPHc4/Pnz/fx8PAwffHFF7kWiwWNRtO5P9jl6utKz8KBAwc0jz/+eI/Nmzef8PLyartUOXPnzq147bXXvEJDQ1tmzJhRcbad0qRJkyrffvvtonPTZmZmWi9btswzKSkpw93dvS0+Pj6gpaWl8952BFHXgwgWBEEQBEG4qkPNcOKETE9LOg+F78NBtqKxRUGtsoUSSy0VbUYGmIuxlZM41WzEutQD/7uGYtfrLgjRQjc3LLRRyPfQrKHvwVy0XrHs9vHmuygjA9TB+Nhf8/DqO8ov6QG4laysrGSj0SidG1gA1NbWKt3c3ExqtVreuHGjQ3Fx8RV7JV5//XX3hoYG5blDd0aPHl338ssv+8ydO7fKycnJkpubq7K2tpaHDh3aMHv27IBXX321xGQySdu3b3d++OGHr9qj0CEuLq5u8eLFnitXrjytUCjYu3evZuDAgc21tbVKPz+/VqVSybJly7q1tbU/1w8ePLj+3XffdX/iiScqi4qKVPv373eYOnVqFVy9Z+HEiRPWkyZNCvrggw9ye/XqZbxcuqFDhzbOmzfPOj093S41NTUdYNSoUXUTJ04MXrBgQamvr6+5tLRUWVtbq6yurlZqNBqLq6trW0FBgdXOnTudBg8eXH+5sq+FCBYEQRAEQbgiswzflYC5tIq7Qw5hcqzjhKKKVhqQG6oprDHjZFITu/9HTBY1jW4BmCZ2J9/PHVdrW7phiwooJ5UmuZzuOVVYq9zoFjyaEVawm9Nk0II3MhJirsLtZvr06eU6nU5vMBiaNmzYkNtxfM6cOVWjR48ONhgMuvDw8KbAwMCWK5WzbNkyL5VKJWu1Wj3A7Nmzy5999tny9PR0m759+2qhfR7EJ598kjto0KCmBx54oMpgMIT7+voaY2NjO+dRdGXOwqJFi4rnzp3rr9Vq9bIsS35+fsYdO3bkJCYmlsXHxwd99dVXLoMGDarXaDQWgJkzZ9Z8//33jmFhYeGBgYEtsbGxXX4wf+GFF7xramqs/vznP/eA9uAqLS0t41JpJ0yYUJ2SkmLbMSE6Ojq65YUXXigaNmxYqMViQaVSyUuXLj09bNiwRoPB0BQSEhLu7+9vjI6ObrhUedeDJMvy1VPdJmJiYuTDhw/f6mYIgiAIwh0lqRH+/oOJMPlHpsdtx9TogXS8Eptd2TiUnmDnmCg8yqzQOYbiGns/zm7OGFPfo9ylkdqgUCSVLY74UUM+ruUmfFJPQcRD4N6+HL+JNizIqH9n7zAlSUqSZTnm3GPJycl5kZGRFZfLI9zZ4uLighMTE0vHjx9/Q3oJLic5OdktMjIy4FLnfl8/lYIgCIIg/CKyDJ+fbKO5/jSxEdto2FiI68YUHBtbsOuuIPPeGFTRIxjsMw576edRJmpDAn7HPsK9rpyK3tHUWJ9GbbLGK+MkuIWCW1hnWhViQrPw+9axIpNOp2u62YHC1YhgQRAEQRCEyzrWWMeejDpC2w5j/LCOvXsGEdnXidHzrDG2plAUHkGI+13nBQoAOHhB5EzUxz7GNykVj6iHUJz8AYUFCBktlkYVhHO4ubm15eXlpd3qdlyKCBYEQRAEQbikspY8XlxZS+khBwwVTaTXjyNkQi/8h6mQjP8hyzcAi1sYOsn90gU4+kDvmXDsY1SHV0FrA/QcChoxkVkQbhciWBAEQRCE36Ha06extLVh5+GBtZ3dzyfMreRv+S9bU9vYkeHGkYq+9HI+zoPDHImZejeurjIkvYtJpeFEzz74KZxx5Aqb5zr6QuQMOLYK7Nyg+4Abf3GCIFw3IlgQBEEQhN+Z+uJijn74YfuEBEBlZ4eduzt2Hh6oa9NZ8o0HbQoz5WoHet5TwEeDPsHT1AMyUkGhBEnBib7xmKzM6HG7eoVO3SH2cVBYgVI8egjC7UT8xAqCIAjCbazMDG5KUHRxCoBssZC0fitFKn8iRw3GsaWU5opyGs+cwbjlE446yzQY7yW8Rwsp2kAe6HMKT+1r0NQEjeXQXInZQ0emrQkv7HFF07WKNc6/+hoFQbh1rriLniAIgiAIv11HmmF5FWy5wgrrsgzl9XA4D9Ynwcvv57PyZE+OedzHuoJA1tT1J8NuANatDqgHtZAhD8AtLJrjd03CoVsr00LdQeMD3YLBvz+E3U+uiwtGzOi5zFwF4bYWFRWlvVqaKVOm9EhKSrIBeP75571+aX5bW9sogLy8PNWoUaN6/tq2dpg/f77PSy+95HmlNJs2bXKIi4sLvta6AOLj4wM+/PDDLk2+Wb16tXNoaKheq9XqDQaDbtu2bfbXow03i+hZEARBEITb0AkjbGoAjaJ9d+UIG/BX/Xy+zQIbDxrJLlfQZGk/oZabkU4dZUSYDXePWk91nZITqWqO52jY4uhAadXjFJzW0WOARI7RzN2xNTTahtCCGZuzjwxtWMigAjds8cD2Vly6cIMdPXo082pp1qxZk9/xeenSpd6LFi3q3HW5K/k7BAQEmLZu3Xrql7fy9jF27Ni6adOm1SgUCg4cOKB56KGHeubm5qbfjLrNZjNWVtf2uC96FgRBEAThNlNkgs/rwF1q43EXGSclbKxv32m5w66DNRz76gAhB79g/PEP+HPJe0zf9TSTyr9ifEQWjsZkbCpS6RZ8EM8/puE9IQ211IIaM0qbOrw9GunlZ88hqZivyOJ7csmmkhNU0UgrOtzEbst3qI63/ps2bXKIjY0NGzVqVM/AwMDwcePGBVosFgBiY2PDdu/ebfv444/7Go1GhVar1Y8bNy7w3Py1tbWK/v37h+r1el1oaKh+9erVzhfWlZWVZR0SEhIO7b0VWq1Wr9Vq9S4uLpFPPfWUN8CLL77oaTAYdKGhofonn3zSpyPvc8895xUQEGAYMGBA6IkTJ64wy/5idXV1ikmTJgUYDAadTqfrbFtWVpZ1dHR0mF6v1+n1et327dvtACwWC7NmzfIPCgoKHzJkSHBFRUWXn8CdnJwsCkX7I3d9fb1CusSywUuWLHFLSEjo3vF98eLFbnPmzPEDWL58uWtERIROq9Xqp02b1sNsNgMwffp0f4PBoAsODg4/9774+vpGPP30097R0dFhH3zwwTUvPSZ6FgRBEAThN0yWIacM/F1BrYKqNvhvLdgrwPjZfxi44t9MmD2X1vtmsFftzGA7KK5sY+d3OXj51NBjhDtNrY3sKy2kTKVB5d2dFLcyaO0GDkFYBfniYjlCVG0RjjUjiRtURNOQRpQ2/vxRHUYdRk5TRwG1JFECgBM2+OJwi++McDNkZGRojh07diogIMAUHR2t3b59u/3IkSM7B74tX768aOXKlR6ZmZnHL8xra2tr2bx5c46rq6ulpKTEql+/ftqON+yX0tFbkZ2dbT1y5MiQRx99tHL9+vWOOTk5NikpKRmyLDN8+PDgLVu22Nvb21u+/PJL19TU1OMmk4nevXvro6KimgDeeOMNd4Bnn322/HLXtWDBAu+4uLi6tWvX5nVsiDZu3Lg6Hx8f8549e7JtbW3l1NRU9dSpU3umpaVlrFq1yjknJ0edlZWVXlhYqIqIiAh/5JFHKgESEhK6792796IfiIkTJ1YtXLjwDMDHH3/s/Pe//923qqpK9cUXX5y4MG1CQkJVeHi43mg0FqrVann16tVuK1asyD9y5IjNunXrXA8fPpypVqvlGTNm+L/zzjvd5s2bV/nWW28VeXp6tpnNZgYMGBB24MABTb9+/ZoBbGxsLElJSVlX/I/bRSJYEARBEITfsMwSWHMIAtxgYj9YXQsyMN1RZvi7K0hNTSX1yT8z2ySz6+EncDEW8NGmAsq61RM08CQ5zt6oHUMoKS7C1l+PfogB25bvsbH0R+3Qg2rjNuxyi2irmERafRR2/cDLDuId2ydNO2ODMzb0woNaWiimAQ/sRK/CTbDuMI7FNaiunrLrfJwxPRhDXVfTR0RENAYFBZkAwsPDm06ePGl9tTwdLBaLlJiY6Ld//357hUJBWVmZdWFhoZW/v7/5cnmampqk+Pj4oCVLlpwODQ1tffPNNz12797tqNfr9WfPKzIzM23q6+sVY8aMqXFwcLAAjBgxoqajjCsFCR127tzpuG3bNuelS5d6ARiNRiknJ8e6R48epoSEhB7Hjx/XKBQK8vPz1QC7du1ymDx5cpWVlRUBAQGm/v37d+6y/P777xdcrb5Zs2bVzJo1q2bLli32L730ku/w4cOzzz3v6OhoGThwYP2aNWucIiIiWkwmkxQbG9u8cOFC97S0NNvIyEgdQEtLi8LDw8MM8NFHH7muXLnSzWw2S+Xl5ark5GSbjmBh1qxZ1VdrU1eJYEEQBEEQfqMsFtiRBbbWcLICnt8HPmHwiAvkHjtMcnIyADY2ah68x51VhUk8fcIKdZ6J+z0KiSgPJ6LiEDU535BfYk3InBexN30PkjUtjlry5V3YnMlDruvFmwUDybPAHwww1hWclRe3xwkbnLC5yXdBuJXUanXn4DalUonZbO5ylLhixQrXyspKq9TU1Ay1Wi37+vpGNDc3X3EI/MyZM3uMHTu2esKECfUAsiyTmJhY8swzz1Scm+6VV17xuNRwnq6SZZl169blREZGGs89Pn/+fB8PDw/TF198kWuxWNBoNNEd5y5XX1d6FjqMHj26Yc6cOeqSkhIrb2/v84KmuXPnVrz22mteoaGhLTNmzKg4205p0qRJlW+//XbRuWkzMzOtly1b5pmUlJTh7u7eFh8fH9DS0tJ5bzuCqOtBBAuCIAiC8BuVVgRldRAfDWtK4Xg2DHABPw94ecWKznSegcN579NgalrcyMpzQidXUdj3LtJKT9Ojp5GYkEPYRasoULwJNIBGB9IOzJVVHD/TixT3kRR8o2RiFMwUCxz9ZvySHoBbycrKSjYajdK5gQVAbW2t0s3NzaRWq+WNGzc6FBcXX7FX4vXXX3dvaGhQnvuAPXr06LqXX37ZZ+7cuVVOTk6W3NxclbW1tTx06NCG2bNnB7z66qslJpNJ2r59u/PDDz981R6FDnFxcXWLFy/2XLly5WmFQsHevXs1AwcObK6trVX6+fm1KpVKli1b1q2trQ2AwYMH17/77rvuTzzxRGVRUZFq//79DlOnTq2Cq/cspKWlqfV6vVGhUPDjjz/amkwmydPT86LelaFDhzbOmzfPOj093S41NTUdYNSoUXUTJ04MXrBgQamvr6+5tLRUWVtbq6yurlZqNBqLq6trW0FBgdXOnTudBg8eXH9x7ddOBAuCIAiC8BvUZoGdWeDpCLmOoFTBmFbIOQn7rer49L+fdKadMnsWcbER/LClCGubckLudedubSqnMps5sMoR7/73MOyhAJS1XyA1lmNWDybVwcChvFLMDp74V3dDlmB09BUaJAiXMX369HKdTqc3GAxNGzZsyO04PmfOnKrRo0cHGwwGXXh4eFNgYGDLlcpZtmyZl0qlkrVarR5g9uzZ5c8++2x5enq6Td++fbXQPg/ik08+yR00aFDTAw88UGUwGMJ9fX2NsbGxnfMoujJnYdGiRcVz587112q1elmWJT8/P+OOHTtyEhMTy+Lj44O++uorl0GDBtVrNBoLwMyZM2u+//57x7CwsPDAwMCW2NjYLj+Yf/rppy5r1qzpZmVlJdvY2FhWrVp16nLzNiZMmFCdkpJi6+7u3gYQHR3d8sILLxQNGzYs1GKxoFKp5KVLl54eNmxYo8FgaAoJCQn39/c3RkdHX2EB5WsjybJ89VS/pmBJ+gC4HyiTZdlw9lhv4B3ABjADj8uyfPASeZ2B9wAD7UMzZ8uyvO9qdcbExMiHDx++XpcgCIIgCLdMUh5sTIYh0bDTGgbZwhANrNoHX3ywkM0f/n8ABPT05lTaCr4/0Jcfv8nkvgFWfD0wHFd1OkOzS3j/RXu8+/ThmZdsaWtawuEybw5U+1OvsCHAUsd9EYP5boMjxcXw5JNwmWcY4QaQJClJluWYc48lJyfnRUZGVlwuj3Bni4uLC05MTCwdP378DekluJzk5GS3yMjIgEudu5G/ElYCoy449gbwP7Is9wZeOvv9Uv4JbJVlWQtEAhk3qI2CIAiC8JtjboNd2eDnApUOoFbAPXZgpZAZ7/Y9e7d91Jl2/mOxFJ3JYO/eFPq4NRAeF4xf43eknDCTsusM941po07pyeItpbzVNJDvnGfg7tebCc0FzPLzwRZHTpyAXr1EoCAIt0pFRYUyICDAYGNjY7nZgcLV3LBhSLIs75YkKeDCw4Dj2c9OQPGF+SRJcgTuAR45W04r0Hqj2ikIgiAIvzWH86CuGUb1hvWt0McGrGULxhMbeWfvPmqK2xdSUVmrGT/tHb78Zje21ukEOrew+4fv8HE04tYUT/agUWiCe5C/sY2931kY2mbB35JH+elqvqr3IzlPSVBQGxaLksjIW3rJgvC75ubm1paXl5d2q9txKTd7zkIisE2SpDdp79UYcIk0PYFy4ENJkiKBJOCvsiw33rRWCoIgCMIt0mqGPScg0A1q7MHUIOOfm0Zhznr2drPw4dspnWmDDCNZuiybtvxGHhy4E0WYhJ1vb/SOw+ntNJA3j1ax4Ztc7PKzsUqv4GieJ/aDq+nZ0xknJxv27j3Njh2p9O0bgYfHJZY/EgThd+9mdzg+Bjwpy3J34Eng/UuksQL6AP+WZTkKaASev1yBkiTNlSTpsCRJh8vLuzwJXhAEQRB+kw6cgkYjxGkhqQVcSk5i2fB3dqrK2LLTj7zUHzrTPuzvRlthMX26taAd/WcU/bzx7a6iu9sATAXVWG9OJbSgjHsDspkzU0mY9h7uuac/8fF6hg/vyZAhOvLyaigpSaG1te0WXrUgCL9VN7tn4WHgr2c/r6V9EvOFCoFCWZYPnP2+jisEC7Is/wf4D7RPcL5+TRUEQRCEm6SuFrZuoKVNwd6yPoS6K2krs1DRaqHfj8tJjw2kSBVH0a5tmM3ty8KHe7rz3KBAKrxVuI6YRKFbGrI5GN/masymvWzapKKHu4bH/uiMlakeWT0Cyxp7fvgBdDpwdASTyRODQQIyWL06henTI1CrxUKJgiD87Gb3LBQDg89+HgpctN21LMtngAJJksLOHhoGXLSFuCAIgiDcEdra4Ou1UFTAT2VOtJRWMvTURxze/wWq5O1oavKpNHlTubqa7NQvO7PNffRPSH99Hvdp8dS51VFPCZ7K+1Bb9WLndz9QXXmGsWPDsLIcAMkRSaXn/vvbN3r75pv2v1NSYMAAD6ZN01NYWMfq1SkYjZfdXFcQhN+hGxYsSJL0KbAPCJMkqVCSpATgj8BiSZKSgYXA3LNpfSRJ+uac7H8GPpEkKQXofTatIAiCINx5dnwLJYU03juR/QHDCY+RcOhnzfHQ/jg2yKQNuJtTh4Mxmqo5XdG+iauNjQ0zE58EKytMNHGGI9jhjqsURkn1MPYd0tAnPIMAvwpoOwXWsSApcXGBIUMgMxO2boW6OoiMBL3enUmT9BQV1bNqVQotLSJg+D2LiorSXi3NlClTeiQlJdkAPP/8816/NL+trW0UQF5enmrUqFE9f21bO8yfP9/npZde8rxSmk2bNjnExcUFX2tdAPHx8QEffvihyy/Js2vXLlulUhn9S/PdajcsWJBleaosy96yLKtkWfaTZfl9WZZ/lGU5WpblSFmW+8mynHQ2bbEsy2POyXtMluUYWZZ7ybI8QZbl6hvVTkEQBEG4ZbKOw5ED0KcfP5aZMeUfJM7uAEd7TqBS4UdzNzP79/XDQQ6gzJTcmW3S5AexcYE6CiliPzIWfOiHbIGNm/KwdezNvUMt0PxfQAWqn3dbu+su8PKCgwdBrYbQ0PbjOp07kyeHU1JSz6pVySJg+B07evRo5tXSrFmzJj86OroFYOnSpd6/NH+HgIAA09atW0/98lbeXsxmM88995zfoEGDam92vddKrKgsCIIgCLdCVSVs+Rq8fGlwt3AorYxIfwXd7klgv7U/TSkp7DvcB0+1C2NmGNmw8dPOrPfODeIkWznNHhopw4so1Dhw4EAhxcX1jL6vNxrncYAFVL1B0nTmVSph7FiQJAgPB5Xq5yZptW5MnhzOmTMNbNuWc/PuhfCb0vHWf9OmTQ6xsbFho0aN6hkYGBg+bty4QIvFAkBsbGzY7t27bR9//HFfo9Go0Gq1+nHjxgWem7+2tlbRv3//UL1erwsNDdWvXr3a+cK6srKyrENCQsKhvbdCq9XqtVqt3sXFJfKpp57yBnjxxRc9DQaDLjQ0VP/kk0/6dOR97rnnvAICAgwDBgwIPXHihPqXXGNdXZ1i0qRJAQaDQafT6TrblpWVZR0dHR2m1+t1er1et337djsAi8XCrFmz/IOCgsKHDBkSXFFR8Ysm9yxcuNBj/Pjx1W5ubpd8el+yZIlbQkJC947vixcvdpszZ44fwPLly10jIiJ0Wq1WP23atB4dAcD06dP9DQaDLjg4OPzc++Lr6xvx9NNPe0dHR4d98MEH19yLIWYxCYIgCMLNZjLBhrXtu6BFeZKWUYLZIY6BQ3uSbS5l9xe51J/0JDDawqQpmXzz8bc0NTYDEKoPZNSAyVhjjzV2qLDHCjU1NS388EMuoaHd0OvdQfIAhTMovC6q3tcXEhKgW7eLmxYW5saMGb3w9LS/wTdBuB1kZGRojh07diogIMAUHR2t3b59u/3IkSMbOs4vX768aOXKlR6ZmZkXzS+1tbW1bN68OcfV1dVSUlJi1a9fP+20adNqFJfZ/W/NmjX5ANnZ2dYjR44MefTRRyvXr1/vmJOTY5OSkpIhyzLDhw8P3rJli729vb3lyy+/dE1NTT1uMpno3bu3PioqqgngjTfecAd49tlnL7tM5oIFC7zj4uLq1q5dm1dRUaGMiYnRjRs3rs7Hx8e8Z8+ebFtbWzk1NVU9derUnmlpaRmrVq1yzsnJUWdlZaUXFhaqIiIiwh955JFKgISEhO579+51uLCOiRMnVi1cuPBMbm6uauPGjS779u3LmjJlit2l2pOQkFAVHh6uNxqNhWq1Wl69erXbihUr8o8cOWKzbt0618OHD2eq1Wp5xowZ/u+88063efPmVb711ltFnp6ebWazmQEDBoQdOHBA069fv2YAGxsbS1JSUtYV/tN2mQgWBEEQBOFm+34LlJ2Bu3VQfoQU+QG8evagyfQdf/9ATX6+CzHDTzJ9nJowRRRP/GdRZ9bH5/4Vd0l/XnGyLLNpUzaSJHHffSFIktR+Qtmdy/Hzu3zzAgNvqyHVd6x1dTgWm1BdPWXX+agwPehIXVfTR0RENAYFBZkAwsPDm06ePGnd1bwWi0VKTEz0279/v71CoaCsrMy6sLDQyt/f/7JjY5qamqT4+PigJUuWnA4NDW198803PXbv3u2o1+v1Z88rMjMzberr6xVjxoypcXBwsACMGDGipqOMKwUJHXbu3Om4bds256VLl3oBGI1GKScnx7pHjx6mhISEHsePH9coFAry8/PVALt27XKYPHlylZWVFQEBAab+/ft37rL8/vvvF1yprscff7z7okWLCq2sLv/Y7ejoaBk4cGD9mjVrnCIiIlpMJpMUGxvbvHDhQve0tDTbyMhIHUBLS4vCw8PDDPDRRx+5rly50s1sNkvl5eWq5ORkm45gYdasWddtCL8IFgRBEAThZkpLhpQjoPeC5gzK7aPIr+uJV9uXvLlCxckyb8KGFjL2vkCGKHpxNOkIR48cBc5ObJ458+Ii08rIyali1KhgnJxsbvYVCXcwtVrduSy9UqnEbDZLXc27YsUK18rKSqvU1NQMtVot+/r6RjQ3N19xCPzMmTN7jB07tnrChAn10B4IJyYmljzzzDMV56Z75ZVXPDqD4l9BlmXWrVuXExkZaTz3+Pz58308PDxMX3zxRa7FYkGj0XRO+LlcfVfrWUhJSbGbNWtWT4Dq6mqrHTt2OFlZWckzZ86sOTf93LlzK1577TWv0NDQlhkzZlScbac0adKkyrfffrvo3LSZmZnWy5Yt80xKSspwd3dvi4+PD2hpaem8tx1B1PUgggVBEARBuF6MRkg6ALa24OwKLq7g4Ng+3AigvAy+3QQeKrA9A916ckQKorTmINWH7Gi18sajfwP9+qrpp+qJAon//Oc/ncVPmjQJV1fX86psbjaxdWsOvr4OxMb63syrFW6wX9IDcCtZWVnJRqNROjewAKitrVW6ubmZ1Gq1vHHjRofi4uIr9kq8/vrr7g0NDcqFCxee6Tg2evToupdfftln7ty5VU5OTpbc3FyVtbW1PHTo0IbZs2cHvPrqqyUmk0navn2788MPP9zl3Xnj4uLqFi9e7Lly5crTCoWCvXv3agYOHNhcW1ur9PPza1UqlSxbtqxbW1v7ZoWDBw+uf/fdd92feOKJyqKiItX+/fsdpk6dWgVX71koKipK7fgcHx8fcP/999deGCgADB06tHHevHnW6enpdqmpqekAo0aNqps4cWLwggULSn19fc2lpaXK2tpaZXV1tVKj0VhcXV3bCgoKrHbu3Ok0ePDg+gvLvB5EsCAIgiAI18ueH9pXNzqXUglOLphdupHcAn4aGU+fFuhmj7lnLbt/zESudMNNFU2Z7iTOPc1E+QbgjQM1NTWsXr26s6i5c+deVOW3356kudnMzJlhKBS//k2rIPxa06dPL9fpdHqDwdC0YcOG3I7jc+bMqRo9enSwwWDQhYeHNwUGBrZcqZxly5Z5qVQqWavV6gFmz55d/uyzz5anp6fb9O3bVwvt8yA++eST3EGDBjU98MADVQaDIdzX19cYGxvbOY+iK3MWFi1aVDx37lx/rVarl2VZ8vPzM+7YsSMnMTGxLD4+Puirr75yGTRoUL1Go7EAzJw5s+b77793DAsLCw8MDGyJjY29IQ/mEyZMqE5JSbF1d3dvA4iOjm554YUXioYNGxZqsVhQqVTy0qVLTw8bNqzRYDA0hYSEhPv7+xujo6Mbrlb2ryXJ8p2z6XFMTIx8+PDhW90MQRAE4feo9Ax8vAIiIqHfIOSaWtrKSzEVF9F2poQtSieS7J1RuBvxcqkh0qMZIybWH7wbxeFwvJ0rORxTRIxexV+8I3DChiVLljB//nwADAYDKSkpnUMhmptNfPPNCVJTyxg0yJ/hw695qXrhJpMkKUmW5ZhzjyUnJ+dFRkZWXC6PcGeLi4sLTkxMLB0/fvwNCUYuJzk52S0yMjLgUudEz4IgCIIgXCtZhm0bMRpPUp1+FPPRFbS1GrFYZGSUnHDowY8976GvtA3PtlKSau9iZUsQucW+NBxwxe/kadrizmBxc+ZeTy+csMFisfD22293VvHnP/+5M1A4ebKKr7/OoqGhlbi4AO6+u8etunJBEK6DjhWZdDpd080OFK5GBAuCIAiCcK2OHcR4fB2Vlmpy5H74dfdAbatGZWNNs5OZgy490anOMMWqGov9OEIs3hyXT/F+toGGOlfKfVqQ+7Vi8LGht8IDgK1bt3Ly5EkAnJ2dmT59OiZTG999d4oDB4pwc7Nlzpw++PhcNK9SEITbjJubW1teXl7arW7HpYhgQRAEQRCugVxZRPOa52isO8NW3/mcCnmYcTFWxHY/Tlvrfj6s88TK4sQUF3dUNrOoV9TRyG5sSqLpaRWCu6MF3/uraDU48YDGAZuz/zT/61//6qwjISGB2loL69cnUVHRRL9+vgwf3hOVSnmrLlsQhN8JESwIgiAIQhfJMhSZocAEvWzAtiaXumVzaSs7TVL40+QF/gFbq2K+Tz6N1uFHDkh6CqUYJnVzx8VGRQs1FPITapwoK+rN6dNGZId6BsRUEGPnhpb2XdKys7PZunUr0L5cY1TUWN577wj29tbMmhVJz55iHwRBEG4OESwIgiAIv0+lZyBpP0REQffzx/ybjUaqT53Czt0dTbdumJBIa4FDLVBiak+zqyifAdvfQJ+bR1nYbI6EPUx39U9MMBzgP/uH80FmAjVh7sTYSehtLNRRSAlJKLDCztSfrUUNlFbI3N1fZoJ9TxxRd9a/ePE/Oz+HhNzFiRMyEREejBkTgkZzXffoEgRBuCIRLAiCIAi/Py0t8NUaqK2GtGPg1wPuuhsCg6gvKeH4unU0V1VRo7Ylx7snhf4hSM6udHd2YKB7LaqqL/mhQME6tz7oBtxFc/ehSK0HiOqTSarzPdjpu7PmiBN93RoJ1p4gkzzaaEGJhlZ68VVJFSX5zgRaa3g42gZHJCoqmkhPL+Po0XxWrlzZ2dS5cx9j5sy+eHjY3bLbJQjC79cVd9ETBEEQhDuOLLdvjFZfC5NnwdBRUFuNvHYVVS8/T+Y/FlEpqUibMpc9983kdE89nqWF9PtuLYafXsL6SCK2aVsZ3vgdUZ7FfNmjFx9Xt1Laq5XjLlE0KrqR6V5Po301Ofm5bDbnsAtrsgjmJHqO00RNgSMuhc708tIQ1FMiN7eat98+yM6deRw+vIXW1iYAwsLCePLJ6SJQEG6qqKgo7dXSTJkypUdSUpINwPPPP+/1S/Pb2tpGAeTl5alGjRp1zev+zp8/3+ell17yvFKaTZs2OcTFxQVfa13Qvrnahx9+2KXxgJs2bXJwcHDordVq9VqtVv/00097X4823CyiZ0EQBEH4fUk5CplpEBcKHnvAfyytITryl/8LUg6i8ulOcqABK7PMA14ORIV7oVb2JLe2nvridOxP2SAV9cZa2cwxp24oGsx4htVTaOeLfV0D3ZWlKMxOPBFTRNqhnjhmDCW2l5k6jLRgJqDZk6O5jtg0ScTEgNncxsaN2bi4aHjkkUj69Xuss6nz5s1DoRDv9YSb6+jRo5lXS7NmzZr8js9Lly71XrRoUeeuy13J3yEgIMC0devWU7+8lbeXmJiYhh07duTc7HrNZjNWVtf2uC9+AwmCIAi/HxXl8P0WCPIg36OKTw/ZUXjibY59/H+UtEHp315n0+OvYKuQSPhuNYNWLkax8jVOHv4bplNfE1Bsiyp6PllDvNjQ24l9ZTEM83FnfVQ48x16IpmDyWruQX8bT+Z4DWBMoC/Fed3oVuXJ3fhzLz2pLXSi5KSEtzP07g27duVTVdXM2LGhHDz4I5mZ7c9ZDg4OPPzww7f0dgm/Tx1v/Tdt2uQQGxsbNmrUqJ6BgYHh48aNC7RYLADExsaG7d692/bxxx/3NRqNCq1Wqx83blzguflra2sV/fv3D9Xr9brQ0FD96tWrnS+sKysryzokJCQc2nsrOt6+u7i4RD711FPeAC+++KKnwWDQhYaG6p988kmfjrzPPfecV0BAgGHAgAGhJ06cUF9Y9pXU1dUpJk2aFGAwGHQ6na6zbVlZWdbR0dFher1ep9frddu3b7cDsFgszJo1yz8oKCh8yJAhwRUVFdf1hfuSJUvcEhISund8X7x4sducOXP8AJYvX+4aERGh02q1+mnTpvUwm80ATJ8+3d9gMOiCg4PDz70vvr6+EU8//bR3dHR02AcffHDNqyGIngVBEAThjmWmhQbO4IQ/kqkNNq4DawXNfUpZ92MIZacljqvsGdfzMOoHXmabOgQPJczQemIfFUhN9VGK275FUZmLdYEj+726U1uxGbWpjjPHR9LPqzd/irHBRgEDNCrCre1IM0JfDSglGKqFjBLYkAyPDgalAo7mQ3MJ9I6DxsYGfvqpgKgoLwIDXUhM/Hm51EceeQQHB7GHgnBrZWRkaI4dO3YqICDAFB0drd2+fbv9yJEjGzrOL1++vGjlypUemZmZxy/Ma2tra9m8eXOOq6urpaSkxKpfv37aadOm1Vyut6yjtyI7O9t65MiRIY8++mjl+vXrHXNycmxSUlIyZFlm+PDhwVu2bLG3t7e3fPnll66pqanHTSYTvXv31kdFRTUBvPHGG+4Azz77bPnlrmvBggXecXFxdWvXrs3r2BBt3LhxdT4+PuY9e/Zk29rayqmpqeqpU6f2TEtLy1i1apVzTk6OOisrK72wsFAVERER/sgjj1QCJCQkdN+7d+9FP6wTJ06sWrhw4RmAo0eP2oeFhek9PT1Nb731VkFMTEzLuWkTEhKqwsPD9UajsVCtVsurV692W7FiRf6RI0ds1q1b53r48OFMtVotz5gxw/+dd97pNm/evMq33nqryNPTs81sNjNgwICwAwcOaPr169cMYGNjY0lKSsq66n/gLhDBgiAIgnDHKuIA9RRTRQ5+O0qxPnMABjWw+YiOshyJAcY9pNn24r3Kh1DlZhHjWc1D3j1QK90543mGCtVhmmvUVIRMpWZgdxybjtKvqoyde0dh6ziUqbFW2JyzOJGTEgba/vxdrYL7esGnB2DfSQjxgOMZ4KKGqCiZDRuysLVVMWJEELm5uWzcuLEz7xNPPHET75TwW7SXAscqWq7r8leu2JgG0r2uq+kjIiIag4KCTADh4eFNJ0+etO5qXovFIiUmJvrt37/fXqFQUFZWZl1YWGjl7+9vvlyepqYmKT4+PmjJkiWnQ0NDW998802P3bt3O+r1ev3Z84rMzEyb+vp6xZgxY2ocHBwsACNGjKjpKONKQUKHnTt3Om7bts156dKlXgBGo1HKycmx7tGjhykhIaHH8ePHNQqFgvz8fDXArl27HCZPnlxlZWVFQECAqX///p27LL///vsFV6prwIABjfn5+SlOTk6WNWvWOMXHxwfn5+eftwGbo6OjZeDAgfVr1qxxioiIaDGZTFJsbGzzwoUL3dPS0mwjIyN1AC0tLQoPDw8zwEcffeS6cuVKN7PZLJWXl6uSk5NtOoKFWbNmVV/tHnSVCBYEQRCEO1I9RdTLRTg1WFN/ZiMnrTLx7aPktCKQXSdj8bSqptuD8Xh6hLPzxzbUOfmMbl1LZaOJKlc1tWqJslY7WlwHYeeoIaZ5P/nH7fmfjXrOnEnjqUd1eDp1v2o7wrxA7wM7s6CkFs6cgru6Q3l5IcXF9UyapEejUbF8+XJkWQZgxIgRhIWF3ehbJAhXpVar5Y7PSqUSs9ksdTXvihUrXCsrK61SU1Mz1Gq17OvrG9Hc3HzFIfAzZ87sMXbs2OoJEybUA8iyTGJiYskzzzxTcW66V155xUOSutyUi8iyzLp163IiIyON5x6fP3++j4eHh+mLL77ItVgsaDSa6I5zl6vvaj0Lrq6ulo5jU6ZMqZ0/f75/SUmJlbe393lB09y5cytee+01r9DQ0JYZM2ZUnG2nNGnSpMq333676Ny0mZmZ1suWLfNMSkrKcHd3b4uPjw9oaWnpvLcdQdT1IIIFQRAE4Y5joY0SyyGsS3JoO66gsbSZk5ExfOPtwvZvY5FcFXQf5cRXTv7kNpsxxDXTkmnP8pIJdHfJRe9UgmOTGjv7IOSj+9m8/hB//e40+SeOt6+mBBTsf4/U1FSUyqvvojw6Ak6Ww+FMkOohXNfMzp25hIV1Q693p6mpiffff78z/Z///Ocbdm+E28cv6QG4laysrGSj0SidG1gA1NbWKt3c3ExqtVreuHGjQ3Fx8RV7JV5//XX3hoYGZcfQHYDRo0fXvfzyyz5z586tcnJysuTm5qqsra3loUOHNsyePTvg1VdfLTGZTNL27dudH3744av2KHSIi4urW7x4sefKlStPKxQK9u7dqxk4cGBzbW2t0s/Pr1WpVLJs2bJubW1tAAwePLj+3XffdX/iiScqi4qKVPv373eYOnVqFVy9Z+H06dNWfn5+ZoVCwY4dO2wtFguenp4X9a4MHTq0cd68edbp6el2qamp6QCjRo2qmzhxYvCCBQtKfX19zaWlpcra2lpldXW1UqPRWFxdXdsKCgqsdu7c6TR48OD6i2u/diJYEARBEO44laZjtJT9xObqfiR5+CK7KbA4Q96PtjQaNYQPaKTEOhDbZltm2jYTYpdNZWwBB1O9yMnx58S+ArK2b2T/Dwepr2++ZB0ZGRl89dVXxMfHX7U9DjYwXAf/WgWeTjJFRdlIksSYMSFIksQnn3xCdXX7qIGePXsyevTo63k7BOGGmj59erlOp9MbDIamDRs25HYcnzNnTtXo0aODDQaDLjw8vCkwMLDlSuUsW7bMS6VSyVqtVg8we/bs8meffbY8PT3dpm/fvlponwfxySef5A4aNKjpgQceqDIYDOG+vr7G2NjYznkUXZmzsGjRouK5c+f6a7VavSzLkp+fn3HHjh05iYmJZfHx8UFfffWVy6BBg+o1Go0FYObMmTXff/+9Y1hYWHhgYGBLbGxslx/MV69e7fLBBx94KJVK2cbGxvLxxx+futy8jQkTJlSnpKTYuru7twFER0e3vPDCC0XDhg0LtVgsqFQqeenSpaeHDRvWaDAYmkJCQsL9/f2N0dHRDZcs8DqQOro87wQxMTHy4cOHb3UzBEEQhFvI1FRIdvliNrTGcNjSi3vyM4jsUUV6ei07jg1i6L1uBMTmY6END4UH9qqTAHQjDDd0fHfoDGPv1mIyXhwkKBQKvL29KSpqHxEwcOBAfvzxxy61y2yGv78GDuoztLRkMmZMCHq9E2+88QZvvvkmzc3t9S1evJj58+dfp7sh/JZJkpQky3LMuceSk5PzIiMjKy6XR7izxcXFBScmJpaOHz/+hvQSXE5ycrJbZGRkwKXOiaVTBUEQhN+E8owM8nbu5JpeYtWc5kzeUjbJBg7Z3MXdRdk8ak6i28nvOX5Mx/DoEB4bFMa96rsxqG2wVWXjSHeCuQ9PIlFizclDm84LFPz8/EhISODzzz+nvLycgwcPolK1zzndu3cvBw8evGqzTCZYuxZkYyvV1Sfx9bUnPf1bQkNDefXVVzsDBVdXV/7whz/8+usXBOG2VFFRoQwICDDY2NhYbnagcDViGJIgCIJwy1Xl5HB87VpkiwU7Dw/c2xc++WXK0mk8+Rlf+gbxk/U99DuTz9hjO9ipMnGweSTu2ruZNsIFSQIVGnowBDMtqNCcV8yqVas6P//jH//gqaeeumhi4+TJU/jkk9UALFmyhE8//fSyzWpqgv/+F4qKwMnpJFlZh9m6dSUpKcfOS9e7d2/ee+89XFyueVl0QRBuM25ubm15eXlpV09584meBUEQBOGmkWWoM8u0yp3zhKkvKSH988+x8/DA3suLnK1bMRuNVy7owkLz9yKnfc5a7wC2WQ/AJ6cS1/f28u+fIvjPtqkklzzEA4NccDwnLpCQLgoUTpw4wf79+wGwsrLikUceuShQOHWqGkfHwZ3f165dS0HBpec3VlfD++/DmTOg0x1n5cpH+fDDxPMCBS8vL95//30OHz5MdHT0JcsRBEG4VW5Yz4IkSR8A9wNlsiwbzh7rDbwD2ABm4HFZli/ZfytJkhI4DBTJsnz/jWqnIAjCncxoNPLee+/h7u7O5MmTb2rdrbRRh7HzT7XFyMbCCs4YrXBy7ImLwga7FhPlBzJQB8cQEhKAZ2M59tu/JX/XLoJGjOgsy9KaQ0v9IWztfUDpCQovkJxAkuD0T3ByO5v8tHxwyoAyScb2UDrFtXZ4RPlRqh6AscSanEMQ4QeXmVcInN+rcN999+Hm5nZRmn37yqitDSYsrB9ZWQdoa2vjX//6F2+88cZ56YqL4ZNPwGKB8eOrGT58BGVlP69+aGNjw9NPP81zzz2Hvb39NdxpQRCEG+eKwYIkSfNkWV72K8teCSwDPj7n2BvA/8iyvEWSpDFnvw+5TP6/AhmA46+sXxAE4XfNYrEwZcoUvv76awC6devGsGHDbni9J6ginXKaMXUek2SJ9FILZ06X4VebjW1ULUYbb0oysnAwVuBtr6GkuZyjNk4MDHLAavdOPCMjyTh9mlUfr+DTTz+lorKJ7n6ORPXyJqqXF717dScqPACv+tN8VDqSpbtjUTWaGF2yh/CadEpHT6U2MJZ+jhI6Cfbsap9k/OCDcKnVTmVZZvXq1Z3fZ86ceVGa0lKZzz6rpL4ebG3jgQMArFjxH1588SUcHNof+nNy4PPPwdYWpk2TmTfvT+cFCtOnT2fhwoX4+/tfp7suCIJwY1ytZ2E27Q/8v5gsy7slSQq48DA/P/w7AcWXyitJkh9wH/AaIJaEEARB+BX+/ve/dwYKAJs2bbrhwUIjrRzlDM7YEIorjqhxRM3RinpW/d9rfP/Pf2M0GnGxUxPew4uAYG/sJ/XB3C8EX3s3Wmsc+LrcDdUXn/FTr3fJLTt/UZiCwjoKCuvY8E1W5zEbG3uUXvkETlYz3a4IO3MDxwfOwEkbw5gwiO4BVkqw08DWrbBmDUyeDFYX/Au4d+9ecnPbV310dnbm/vvP79QuLoa3367HaGxl4kQXsrOjKSrqSVnZKerqavnDH1byxBPz0Gjg22/BwwOmT4cvvviItWs/7yzns88+Y8qUKdf5zguCINwYN3vOQiLwD0mSCoA3gb9dJt3/Ac8CV919TpKkuZIkHZYk6XB5eZf34hAEQbijrV27lv/3//7fecc6xuJfD3VFRVRkZiJbzv81nUY5MjID8EOPO344cjS7iDnj7+ebN/4P49m5CNWNRn48ns/qDfv535nLeSF4AW9PfIcvZj7D52P+wCcbki4KFC63e2pLSwONebsoXvUXisp7UhFwF8PH6vjrcOjXsz1QALjrLrj/fsjObp9w3Np6fjkff/xzR/jkyZNRq9Wd30+fho8+gpqaSvr0gRkzQvH0VDJp0s+9D3v2/B87d7axdSsEBsIf/gBnzpxg3rx5nWlmz54jAgXhNy8qKkp7tTRTpkzpkZSUZAPw/PPPe/3S/La2tlEAeXl5qlGjRvX8tW3tMH/+fJ+XXnrJ80ppNm3a5BAXFxd8rXUBxMfHB3z44YddXo1g06ZNDlqtVh8cHBzet2/f22p79qv1LPSSJOlSuwdKgCzL8i8dIvQY8KQsy19IkjQZeB8Yfl7BktQxzyFJkqQhVytQluX/AP+B9n0WfmF7BEEQ7jjHjh3jkUceuej4kSNHMBqN5z0E/xrN1dWkrFqFuaUFWzc3etxzDx4GA3WKVnKpIbTBGvv0Q1B2hg++28mfP/yIpvqfVwJUSiraZNP5ZTY2c2T73ovqsrZVET2qF32HzMDDOxKlexVHfzrJ0c0ZlOenUl+VTVtTe9lVJcU05KzhlReewKGP3SXbHhPT3qPw9dft8wmmTQO1GlpaWvj885/f/s+aNavz88mT8Nln4OgIwcGVODs74eqqISjIFZXqHlxcXKiurqas7CRa7SZiYsbTsye0tbUybdo0GhsbAfDxCWTp0v/71fddEG6Wo0ePZl4tzZo1a/I7Pi9dutR70aJFnbsudyV/h4CAANPWrVtP/fJW3j4qKiqUf/3rX/23bt16IiQkpLWoqOimrUZqNpuxurAb9Re6Ws9CqizLjpf44/ArAgWAh4H1Zz+vBWIvkWYgME6SpDzgM2CoJEmrL5FOEARBuEBZWRnjx4+nqakJgJCQkM5x8a2trRw7duyayreYzRxfuxaA0PvvR1IqyVi/noPLlrE79yDK6hr0H62n4dvNPPKPt0hYuuy8QKFHYAIDpv9A5IhvmJiQyMh7+uHr63teHQqFgkHDBzDurWeZ98nLxPS6h4LMBg7uPcnGf7Vx5lgUMUMnM+q9/2HU/22iz4g/deZdu+cLWkICrngNvXu3z1soKIAPP4T9+2H16k3U1tYC7TsoDxgwAIDMzPZeiG7dYOLEFmprGwgLa5/0bDB40NKi4KGHHu4s+5133iIkpH1OxN///nc6NgpVKKz45z/fxc7u0kGMIPyWdLz137Rpk0NsbGzYqFGjegYGBoaPGzcu0HK2NzE2NjZs9+7dto8//riv0WhUaLVa/bhx4wLPzV9bW6vo379/qF6v14WGhupXr17tfGFdWVlZ1iEhIeHQ3luh1Wr1Wq1W7+LiEvnUU095A7z44oueBoNBFxoaqn/yySd9OvI+99xzXgEBAYYBAwaEnjhx4he9Bamrq1NMmjQpwGAw6HQ6XWfbsrKyrKOjo8P0er1Or9frtm/fbgftc8BmzZrlHxQUFD5kyJDgioqKLj+Bv/fee6733XdfdUhISCuAr6+v+cI0S5YscUtISOje8X3x4sVuc+bM8QNYvny5a0REhE6r1eqnTZvWw2xuzz59+nR/g8GgCw4ODj/3vvj6+kY8/fTT3tHR0WEffPDBNa/FfLP3WSgGBgM7gaHAiQsTyLL8N84OTzrbs/C0LMszbloLBUEQblOtra08+OCDnD59GgAHBwe+/vprFi5c2Dlxd//+/fTr1+9X13Hqu++oLy4mfMoU3HU6vKOjqczKIuXwbjKzDtDnpwx+Kmzljz/8yKn8zhePuDk4YAh+BXN4HHePy+fE3qG0GkcQG3+Qu6yU1KncqMnfh5PayB8nh6P32crH6dH8Z7UF16J07o5qJS/fGamxhRZFKtmZ1lhO+ROjc2P+Pxbzp+ObOFFYSG1zM//fSy/xn//854rXER7e3sOwdWv7n08//XkI0uDBMygulqioaO+B8PFpn3uQllYJQGhoNwDCwrphZaWgf/+JvPvuMsxmM7t37+bIkSPU1tbyv//7v51ljhw5l/Hjh/zq+y4It0pGRobm2LFjpwICAkzR0dHa7du3248cObKh4/zy5cuLVq5c6ZGZmXn8wry2traWzZs357i6ulpKSkqs+vXrp502bVqN4jJLknX0VmRnZ1uPHDky5NFHH61cv369Y05Ojk1KSkqGLMsMHz48eMuWLfb29vaWL7/80jU1NfW4yWSid+/e+qioqCaAN954wx3g2Wefvez49AULFnjHxcXVrV27Nq+iokIZExOjGzduXJ2Pj495z5492ba2tnJqaqp66tSpPdPS0jJWrVrlnJOTo87KykovLCxURUREhD/yyCOVAAkJCd337t3rcGEdEydOrFq4cOGZ7OxsG5PJJMXGxoY1NjYqHnvssbJ58+ZVnps2ISGhKjw8XG80GgvVarW8evVqtxUrVuQfOXLEZt26da6HDx/OVKvV8owZM/zfeeedbvPmzat86623ijw9PdvMZjMDBgwIO3DggKZfv37NADY2NpakpKSsC9v0a1wtWFj7awuWJOlT2lc6cpMkqRD4O/BH4J+SJFkBLcDcs2l9gPdkWR7za+sTBEH4vfvLX/7Cnj17gPbx/Z9++ik6nY677rrrvGDhr3/9668qvyIzk8L9+/Ht1w93na6znm7aMCx2pXRP2cePP6Tz6r7DtJ0zl2FEv1genfMWy74PJ3x4AfMn9qYy0p5PPoH+3f3x5ytKHO6i2DCdvPIm/pt0kJYvwjBXawgJsKcmyJWUnzRERzkypt8B/lvrReUBFS45xThWncDU5s7rcYN5cNUnALz33nv86U9/ok+fPle8nrCw9j8nT5bz2mtbOo/b28/k3XfbPwcGwkMPtQ9VysqqpFs3DW5utgCo1VYEB7tSVFTH5MmT+e9//wvAyy+/zJEjRzp3og4J6csjjzyGSnWJJZgE4QoK2OvYQpXqepZpg6upOwMvNcT8kiIiIhqDgoJMAOHh4U0nT5607mpei8UiJSYm+u3fv99eoVBQVlZmXVhYaOXv73/Rm/UOTU1NUnx8fNCSJUtOh4aGtr755pseu3fvdtTr23dqbGpqUmRmZtrU19crxowZU+Pg4GABGDFiRE1HGVcKEjrs3LnTcdu2bc5Lly71AjAajVJOTo51jx49TAkJCT2OHz+uUSgU5OfnqwF27drlMHny5CorKysCAgJM/fv37+wyff/99y+90cpZZrNZSklJsd2zZ092Y2Oj4q677tLec889Db169ercUMbR0dEycODA+jVr1jhFRES0nA0umhcuXOielpZmGxkZqQNoaWlReHh4mAE++ugj15UrV7qZzWapvLxclZycbNMRLMyaNav6avegq64WLJRLkhQiy/IJqX1m2QdAPJAHPCLL8pHLZZRleeplTl2044wsy8XARYGCLMs7ae+FEARBEK7g3//+NytWrOj8vnDhQu677z4A7rrrrs7jv3aSc0tNDZlffYWDjw9B99573rkzKXsorjzKxmVbWLf3561zbG3VLP/Ha8x6bD7P/28bJtsKpoyqw1VpoFso6HSQdNyX/iMC0TdsAp0TaTbbeHu1RE5pKD5hPdEH9WDDtibKNIUM8Mnm7frumFs1/HFWd8Y4FHJ4eyr79xVgpdAS3XsgScf2IstyZ+B0uUnR59qyZQ0d3fr9+/dn4cJg8vOhoQH69AGVClpb28jNrSY29vwhUwaDB5mZFTz00JzOYGHjxo2d511cujF27HP06nXe/E9BuG2o1erO+aBKpRKz2Xz1H6qzVqxY4VpZWWmVmpqaoVarZV9f34jm5uYrDoGfOXNmj7Fjx1ZPmDChHtqXNE5MTCx55plnzlvx4JVXXvHoys/35ciyzLp163IiIyPP2wFy/vz5Ph4eHqYvvvgi12KxoNFoOp9bL1ff1XoW/Pz8Wt3c3MyOjo4WR0dHS79+/eoPHz5se26wADB37tyK1157zSs0NLRlxowZFWfbKU2aNKny7bffLjo3bWZmpvWyZcs8k5KSMtzd3dvi4+MDWlpaOu9tRxB1PVwtWPgr7fslAEwFegGBQBTwT+Du69UQQRAE4dfZt28ff/nLXzq/T506leeee67ze69evbCxsaGlpYW8vDzOnDmDl1fXH14tbW2kr12LLMvoJ01C0TFZTpaR93zPD0U/8fr/fkJmcnZnHnf37mxY8f+464FZnMiDH1Oa6RNXxl2eOiTa/8EdNQrefhu2ZvdjkvZrdqx/mR9zQtB378czf47ldL0jS/8NyiY7Wg2OfFLhi2ObmWeHezIs1htJ8sYvri8DS+s58NNpKvf05GjKASwWM3v37uWjj1bxyCOzLnFF5zt3FaSZM2dib98+TOlcJ09W0dYmd85X6BAa2g2VSoFC4cXdd9/d2bPT4bHHXsHe3oPgYNcu329B6PBLegBuJSsrK9loNErnBhYAtbW1Sjc3N5NarZY3btzoUFxcfMVeiddff929oaFBuXDhws7J0qNHj657+eWXfebOnVvl5ORkyc3NVVlbW8tDhw5tmD17dsCrr75aYjKZpO3btzs//PDDXV4WMy4urm7x4sWeK1euPK1QKNi7d69m4MCBzbW1tUo/P79WpVLJsmXLurW1tQEwePDg+nfffdf9iSeeqCwqKlLt37/fYerUqVVw9Z6FBx98sOaJJ57wN5lMtLS0KI4ePWr/zDPPlF6YbujQoY3z5s2zTk9Pt0tNTU0HGDVqVN3EiRODFyxYUOrr62suLS1V1tbWKqurq5Uajcbi6uraVlBQYLVz506nwYMH119c+7W7WrBgluXOJSvuBz6WZbkS+E6SpDeukE8QBEG4SRYtWtT5ZrxPnz689957570BU6lUxMTE8OOPPwJw4MABxo8ff+VCLRbY/yOUl3ImOxvpZC7h48ahaWmCBivQ2ML2zXy1Zwt/fm8N1WU/93iHhkTz4JAZfJ8egENoOR9864hF0cjsB8xoOPvQLLfibHece2KL2LrNhoITfjQUnaFPpAOj7lVDSxLfbfCij9qKgSMr+anJjtzqJp6LMRES2/28prp7OnD/A+GMuE9LRcUeVq16B4C//vVpbGwM3HNPCD4+F730AyArK4tDhw513qfL7XKdlVWJjY0V3bufv7aHtbWSkJBuHD9ezl//mnhesPDYY4/h4NCrc26DINyppk+fXq7T6fQGg6Fpw4YNuR3H58yZUzV69Ohgg8GgCw8PbwoMDGy5UjnLli3zUqlUslar1QPMnj27/Nlnny1PT0+36du3rxba50F88sknuYMGDWp64IEHqgwGQ7ivr68xNja2cx5FV+YsLFq0qHju3Ln+Wq1WL8uy5OfnZ9yxY0dOYmJiWXx8fNBXX33lMmjQoHqNRmMBmDlzZs3333/vGBYWFh4YGNgSGxvb5QfzPn36tAwfPrxWq9WGKxQKZs6cWd63b99L3osJEyZUp6Sk2Lq7u7cBREdHt7zwwgtFw4YNC7VYLKhUKnnp0qWnhw0b1mgwGJpCQkLC/f39jdHR0Q2XKu96kDrGVF7ypCQdoX1ztGogHxgqy3L62XMZsizrblTDfo2YmBi5Y+UJQRCE34OWlha6devWufrR8ePH0eku/tX8zDPP8OabbwLw/PPP8/rrr1++0IYG2LgOCvJoMLZSfmA/jt7edAsOBtpANoJk5INDSTy64QBmU/ubN0mh4LF583CzH82YcQbS0so4lFrH3sxuDB1jYfE8N6wsDWA+AeZUkI2UlLny52eCaGrR8Pc/1NCvWwoWi8SnOyLIKe7G1GHHCfWvBUkBDl5geAisLv9ysq6ujtDQUEpL21/aDRkyk7i4BObM6XPJgOGFF17gtddeA+CBBx5g/fr1F6WxWGQWL/6Jnj1diI/XX3T++PFyPv88nRkzDEyffh8HDx4kKiqKlSs3sH59DtOmRXROihaEc0mSlCTLcsy5x5KTk/MiIyMrLpdHuLPFxcUFJyYmlo4fP/6G9BJcTnJysltkZGTApc5drWfhJeAwoAQ2nBMoDAbu6DVxBUEQbgc7d+7sDBRCQ0MvGSjAL5i3UHgaNqyFlhZa+4RScGALNkO749LHAI1V0FyPpbmF+R/v5Z/f/byUusbZhfdWv4ufrR87dpwmIiwfQ2gtX+yTqSspw7ftBNSazv6rYwWqcI5n9+SrjbWEaq1obg6n2d0JedA4Nm9WcEKl4P4nIDRm8C+6H46OjixatIg//OEPAOzb9zl33TWWTZuymTOnDwrFzz0uFouFVatWdX6fOXPmReUBFBXV0dhouuwDf0iIK9bWSjIyKvn22285fPgwAwcOZMuWXGxsrAgKuuaVCwVBuMN1rMik0+mabnagcDVXCxZKgf5AvSzL1ZIkzaJ9gnMpZ1cyEgRBEG6dzZs3d34eM+YSC8o1NcH+Pdxlbu48dOjQoYs36pFlSDoAO7+lTWNLaYAf5oOrULeBb8xoFK5e4BsBakfe//yb8wIFb20PNvx3MjHBqXy4OhVvN7BVpvNNpo4WawOxsSdoqPTmo7VuPPRQBBo7b3bsLGbPntN07+7InyeHs22bmh9/hMZGK5KOwj33tG+g9mvMmjWLf//73xw8eBCj0cihQytRq5/h0KEi+vXz60y3Z8+ezmVmXVxcLn3/gOzsShQK6bLzDlQqJaGh3cjIqGDMmBCGDRuG2WwhM7MCvd4dpVIMQRIE4crc3Nza8vLy0m51Oy7lasHCCmD42UDhHmAR8GegN+0TnB+8sc0TBEEQLkeW5fOChY7Vj86ehPQU2LENjC34ShJ+To4U1tbR2NhI+k97ibzn7Fv71lbYugHjoX1UWCRO1ZvwLNuBnasTTmP/B+ueYZ3FWlpPsPg/73Z+N4yO47uPnsHTyRVjq5qC0jwG9O/OmTYd3xxvwsbSwKOzB+LtKPPll5m8+0Ep3brVcfJkNdHR3oweHYKVlYKRI+HECTh0CCIjIS7u198XhULB0qVLO3tTvv/+G1paFOzY4cCQITq8vNxwdnbms88+68zz0EMPXXZn66ysSvz9ndBoLr+CpcHgQVpaGXl5NQQFuZKTU4XR2EZ4uMevvxBBEITfgKsFC0pZlqvOfp4C/EeW5S+ALyRJOnZDWyYIgiBcUWZmJrm57XMJ7e3tueeee9pPVFXC9s2Qfwp8usOI+8HRibu27Wbd9u8A2P9//yAyLwtLiJbG77bRcDyNMw7dqPfvSc9ACx6OeurvGUmTUyNWlGMr2yMZt7Ppm8/JOlEGgNrRgZ2ffU03x/a5AHm5FViooWdIT75OUVGcX0+ot8TA3u5oNODsbMNnn6WRl1fD/feHEhPTueEoDg4wbhzk5bWvknQNKyIC0K9fPx5++GE++ugjAPbu3QTA7t2XTn+5IUjV1c2UlTUycmTQFesLDnZFrVaSllZGUJAr6ell2NqqCAx0/tXXIAiC8Ftw1WBBkiQrWZbNwDDOH3p0s3d/FgRBEM5xbq/Cvffei7VSCT/thn2727cnHnE/REZ3PnnfNXLUz8GCSWZ2czNlb/0vLcZW6vrchdvIMRgCXFBlrqE2IIISp3IkKqi0/ITKdJJWWcNTy39eHvXRP8zuDBQATp6sRmmlILfJiYyyEjSNJgbc5YdG037e19eRxx7rS3OziW7dbC+6nvDwi5csvRavv/4633zzDeXlV15NMTQ09Lw5HefKzm7fZPXCJVMvZGWlQKt1IyOjgpEjzWRlVRIR4SGGIAmCcNu72gP/p8AuSZIqgGZgD4AkScFA7Q1umyAIgnAF5w1BGhgAn70ORWYIC4dho8DeAZqqIGsj2DhxV8zPe2Luy87hiHEkxnuD8IgLJ9xfi3VbG6S/T4uLkqLuTdha3PBvlaltK+CwyovVx53J+b59mVFJkpj9lweppwgJBeY2BdsOFFJqtKfpZANyUwVeNh70jzk/KLC1VWFre103pL0sb29vUlJS2L17N1VVVVRVVbNzZyYNDXX4+VlTV1eLtbU1L7300mU3W8rKqsTNzRZXV81V6wsP9yA5uZRt23JobRVDkARBuDNc8ZWHLMuvAU/RvjHbIPnndVYVtM9dEARBEG6B2trazn0TAMb4HgTvn+DBOBg/CezsoeQoHHoH6ovhTDJ9pGOdk5qzsrOpVGVSNMWfo/5trCeV7Y0bOeZWTHJwPbI5he6NyTSaszlofQ8/meI5/K+fd2eOGxeNsmcBOeYf+epkKi98lc9PWWU4BlZxT/9duDa3Eejlhp/fRU2/qby8vJg8eTJ/+tOfWLDgb7z77j8ZMeKvzJ37Olu3bmXDhg3EXGYmtdFoJj+/hrCwri17GhTkgo2NFUePnsHOTkVAgPN1vBJBuHmioqK0V0szZcqUHklJSTYAzz///Hm7PHYlv62tbRRAXl6eatSoUT1/bVs7zJ8/3+ell17yvFKaTZs2OcTFxQVfa10A8fHxAR9++GGXljp78cUXPbVarV6r1epDQkLClUpldGlpqfJ6tONmuOpQIlmWL1pjT5bl7EulFQRBEG6Ob7/99ueN2HQeeNvZQvhAsNsHxh5w4iCUHQeXQNA9AE3laNK/IDLQjaQT7ZujHvRspZfGh1jVGCprMimtbOGAXwgtdta4WbwptbKlQmFNVrMH5UVqctf+PCH4qSf+H2ey+7P/pJKmVnCuLaKvvz1PPxCC2azhpxI3+t2nuua5B9dbjx7OREV58dNPBfTq5YmHh91l0+bktO/a3NU9EpRKBTqdG0ePnkGvdz9vmVZBuJ0cPXo082pp1qxZk9/xeenSpd6LFi3q3HW5K/k7BAQEmLZu3XpHL8f/6quvlr766qulAP/973+dli5d6unp6dl2M+q+aOW7X0EMphQEQbgNnTcEqY8tqEeC+xPQXA8n/gJVxyDoXug9C2wcwTWIOt/70bn+PCwo7Vgl/VWj8Wu1IjJtN30wE2unYZjUC63SQIvSk+Jmf1oa/Whcswrj2f0cevXqRZlmBD9mOBLoYsdjd9vRy95EsJcrge6BpO33RmOtolevm31Xuubee4OwsbFi48YsrrQxaXZ2JRqNFd27O3W57MhILySp/W9BuF11vPXftGmTQ2xsbNioUaN6BgYGho8bNy7QYrEAEBsbG7Z7927bxx9/3NdoNCq0Wq1+3Lhxgefmr62tVfTv3z9Ur9frQkND9atXr3a+sK6srCzrkJCQcGjvreh4A+/i4hL51FNPeUP7m3mDwaALDQ3VP/nkk50rIzz33HNeAQEBhgEDBoSeOHHi0suZXUZdXZ1i0qRJAQaDQafT6TrblpWVZR0dHR2m1+t1er1et337djto35dl1qxZ/kFBQeFDhgwJrqio+FVP4J9++qnrpEmTqi48vmTJEreEhITO7ekXL17sNmfOHD+A5cuXu0ZEROi0Wq1+2rRpPTpeFE2fPt3fYDDogoODw8+9L76+vhFPP/20d3R0dNgHH3xwzRu9iEnKgiAItxmLxcKWLVs6v98X3h16PQSnDkFxK7hJEK4Bl8jOyc3VubmkffYVYeGRcKD9Jd6ZXTk4G63Jz9pOhVpNrm8PlM2BOFh60SJL1LRBTSvEqMysevdfnfVNm/1X8iolRhngrqD2HY5PnapGp3MjL08iJQXuvhsusxLpLWdrq2LEiCC++iqTI0dKiI72uSiNxSJz4kQVISHdflEPQUCAM889NwgbG/HPq3BnyMjI0Bw7duxUQECAKTo6Wrt9+3b7kSNHNnScX758edHKlSs9MjMzj1+Y19bW1rJ58+YcV1dXS0lJiVW/fv2006ZNq1EoLv2uuqO3Ijs723rkyJEhjz76aOX69esdc3JybFJSUjJkWWb48OHBW7Zssbe3t7d8+eWXrqmpqcdNJhO9e/fWR0VFNQG88cYb7gDPPvvsZVc3WLBggXdcXFzd2rVr8zo2RBs3blydj4+Pec+ePdm2trZyamqqeurUqT3T0tIyVq1a5ZyTk6POyspKLywsVEVERIQ/8sgjlQAJCQnd9+7de9EW8RMnTqxauHBhZ49LfX29Yvfu3U7vvffe6QvTJiQkVIWHh+uNRmOhWq2WV69e7bZixYr8I0eO2Kxbt8718OHDmWq1Wp4xY4b/O++8023evHmVb731VpGnp2eb2WxmwIABYQcOHND069evGcDGxsaSlJSUddn/sL+A+G0mCMLvmtFo5Pjx4/To0QNX1/M33ZJlOHUKAgJA+RsaXXr48GHKytqXL3V3UtFXez8UbIT6M+A7GAIfh9ZPoXk12D5CeU4ex9esxdHLmjEjA3jxg/Zy0o6e4v+S99OkcKTaqx9SsysuBGElSWgk0ChgkC1Ub/mKgoICANzc3HAKn4bKAjEB7eUUF9fT0mLG39+VjRvB1bV9U7XfsshIT44dO8M335xg1658lEoJpVLR+bcsyzQ1mbo8X+FcIlAQrpvmdY5Yiq/vigAKHxOaB+u6mjwiIqIxKCjIBBAeHt508uRJ667mtVgsUmJiot/+/fvtFQoFZWVl1oWFhVb+/v7my+VpamqS4uPjg5YsWXI6NDS09c033/TYvXu3o16v1589r8jMzLSpr69XjBkzpsbBwcECMGLEiJqOMq4UJHTYuXOn47Zt25yXLl3qBWA0GqWcnBzrHj16mBISEnocP35co1AoyM/PVwPs2rXLYfLkyVVWVlYEBASY+vfv37nL8vvvv1/Qlfvx2WefOUVHRzdcagiSo6OjZeDAgfVr1qxxioiIaDGZTFJsbGzzwoUL3dPS0mwjIyN1AC0tLQoPDw8zwEcffeS6cuVKN7PZLJWXl6uSk5NtOoKFWbNmVXelTV0hfqMJgvC7JcsyU6ZM4euvv8ba2pr777+fmTNnMmbMGKytrTl+HNauhQceaN8o7FZrw4SJRr76Zm3nsaHRblR6FdCmcaQtLJo2R0faOEWb0o820wGMDc9TeKYF9UgNdnqJI1Y+OLg5UV9RS219E82FBQyJacTKqzthSh0ukhJr6fx9Dgb98/86P0+Z+SfONNpwfyRYnQ2gTp6sQpKguNiFqip4+GFQ3ZwFj341SZJ44AEt+/YVYjSaaWuTaWuzYLHInZ/1endCQn55sCAIdxK1Wt05Vk+pVGI2m7vc1bZixQrXyspKq9TU1Ay1Wi37+vpGNDc3X3EI/MyZM3uMHTu2esKECfXQ/ns6MTGx5Jlnnqk4N90rr7zicblVzLpClmXWrVuXExkZaTz3+Pz58308PDxMX3zxRa7FYkGj0XQuI3e5+rras/D555+7Tp48+aIhSB3mzp1b8dprr3mFhoa2zJgxo+JsO6VJkyZVvv3220Xnps3MzLRetmyZZ1JSUoa7u3tbfHx8QEtLS+e97QiirgcRLAiCcNtYsGABn376Kc899xx/+tOfrrm8AwcO8PXXXwPQ2trK+vXrWb9+Pd26dWPy5CnY2s7Czi6W/HzplgcLJpo5yVbMtLBh8/rO4zHDfSkN6YbCJRSlUomSRpSosFYGIJmtMeWsxqvNFg9tMEdVakqsvPGOCad+608AqOuO4ekfS3epN05cPDY/KSmJvXv3AmBlZUXAoMdQaiDK/+c0J09WY2fnQFKSiqgoCAy8sffienFysmHUqOuyMIog3Bi/oAfgVrKyspKNRqN0bmABUFtbq3RzczOp1Wp548aNDsXFxVfslXj99dfdGxoalOc+YI8ePbru5Zdf9pk7d26Vk5OTJTc3V2VtbS0PHTq0Yfbs2QGvvvpqiclkkrZv3+788MMPX7VHoUNcXFzd4sWLPVeuXHlaoVCwd+9ezcCBA5tra2uVfn5+rUqlkmXLlnVra2vvBBg8eHD9u+++6/7EE09UFhUVqfbv3+8wderUKuhaz0JlZaXy4MGDDl988UXu5dIMHTq0cd68edbp6el2qamp6QCjRo2qmzhxYvCCBQtKfX19zaWlpcra2lpldXW1UqPRWFxdXdsKCgqsdu7c6TR48OD6y5V9LUSwIAjCbeH48eO8/vrrADz22GOo1Wr+8Ic/XFOZb7/99iWPV1ZW8u9/LweW4+YWyoMP/h/jxo2+prqu1RmO0EYrqsLupB9un3OgVMAjI1/B1W0ECs4fJyXLMpmbv8RY4oN+nIZyhQtl0t1U1mrx7p1D9tlgIePgKeb+4Y844X9RnQD//Oc/Oz+PGT+FBqUPY0Pb64b25UULCuqore2OtzeMGHEDLl4QhN+06dOnl+t0Or3BYGjasGFD58PwnDlzqkaPHh1sMBh04eHhTYGBgS1XKmfZsmVeKpVK1mq1eoDZs2eXP/vss+Xp6ek2ffv21UL7PIhPPvkkd9CgQU0PPPBAlcFgCPf19TXGxsZ2zqPoypyFRYsWFc+dO9dfq9XqZVmW/Pz8jDt27MhJTEwsi4+PD/rqq69cBg0aVK/RaCwAM2fOrPn+++8dw8LCwgMDA1tiY2N/0YP5J5984nz33XfXOTo6XvGN/4QJE6pTUlJs3d3d2wCio6NbXnjhhaJhw4aFWiwWVCqVvHTp0tPDhg1rNBgMTSEhIeH+/v7G6OjohiuVey2kK60EcbuJiYmRDx8+fKubIQi/SamppdTVGRk48NIPhb91L730Kq+++lLnd6VSyddff81999131bxGzGRQQTCu2NP+YqusrIzu3bvT2toKwL8+eIuSnApWrVrVOT6/g0JhRXJyJgZD0HW8oq6ro5DT7MH+ZBvfrVjLH/+xAYDB4Vp2pmVcMk9xUhLZGzfS/Z4h/FTazG7aaO4didbNF9/DO5g9ZjgAvXv35ujRo5cso6SkhB49emAymQBY8M5B3Hv25c/Dfg4WsrIq+Mc/0rC3701CgjMREdf54gXhDiZJUpIsy+dt9JGcnJwXGRlZcbk8wp0tLi4uODExsXT8+PE3pJfgcpKTk90iIyMDLnVOLJ0qCL8DJlMbW7bksH37KQoKbq/N19vaLOzZk89HH31+wfE2HnzwQfbt23fVMpIpI4MKtnKSQtp79d97773OQMHTN4Byoy3PvZxIXl4eK1bsoHfv2djZtQ9BtVjMvPTS/7vOV9Y1bZgoIQlFeR2WVe/z5Q97Os/dFz/povRGzOSV5bH36A+UDwri4wp476CRn5KsKFt5Ap8fMhkcpu8ce5uSkkJjY+Ml6/7b397pDBSi+g5A5dWXe87pVWjPX83p00r69HHEYLiOFy4IgvA7UlFRoQwICDDY2NhYbnagcDUiWBCE34HU1DKamkxYWyvZsiUHi+X26FE8fbqWd945zIYNRygoSAdAoVDg59feO9LS0sK9945m794jly2jhhZOUU0PnLHHmj2c5rC5iH//+9+daQb496Iyp57Vm7dgbGulsXEIjz/+Pt988/NeBl9/vYqcnJwbdKXtvvrqKyIjI3nooYcoLi4GoJRkzOYaNFt2U+HmwK6Mn/8NCXxwKPspYjen+Y5TfEkm68zprM39gVN6Zw41e/DDgQbyTkfgYBxClF8AW3dU8tTCLFzc28fqWywW/r32MG0XdIwXFLSwdu3P98hH91ccrCGy+89pZBk2barCxcWZceMUv7kN2ARBEG4Xbm5ubXl5eWlbtmz5zW1QJ4IFQbjDybLM/v2FeHraMXZsKMXF9Rw9WnKrm3VFzc0mNm7M4oMPjtLa2ka3bkWdm2cNGDCA77/fjpubGwCNjbXcf/8YPvvsJ1pbz1+NTkbmCGdQoSAaL+4lkCBc+e/GdRQWFgKgUdvy56go7lM0kZZUw/L/7qWmVmboULjnnrsZNmwYABZLG6+++uoNu+Z//etfTJw4kZSUFNasWUNkZCQfbfqIY3I2mUXlfOvrxeceXjQ2ta846OLpSkFLPkXNFTTSioSEl2yPy+4sQg6V4n+mFxk/WtPcpMVJ6olTjQ1Wmp7cM/Euggz+OLqGdda9aesePvoJGs6OJj527BijR4+hqal9uK+za3fqmydS+CMkH4OzezLx00/N5Oc3M2KEC87ON+zWCIIgCLeQCBYE4Q6Xl1dDWVkjd93lh8HgQY8eTnz/fS7NzaZb3bRLKiioZdmygxw9eoYBA7rzxBOxHDq0o/P82LFjCQ0NZfPmzdjatu9GXFNTSmLiTBYv3kFDQ2tn2iLqKaUBAx6osUKJglh82L90XWcavXYg3aKDGGbfgsECX35ajmSfTc+e7ef/53/+pzPt6tWryc7Ovq7XK8syf/vb3/jLX/5y3m7CFRUVPDL2Ed54/D3qs4rxlpqo3ZnaeX780BHEfFeM59KtxJ6QGUYg/oeKsd19nHrnfny4vxmzswfK6iDuvUtifH/waITHhql4M7Enz/z5/p/v07Ht5BUb+ceXxTw0fTZ9+vQhPf3nez508l8Y9oAV+gDYsAHeeQeOH4fPP6/GwQHGjj1/fwpBEAThziGCBUG4w+3fX4idnYqICE8kSWL06BCam03s3JnXmUaWwXzZLXJuntraFj77LA212oq5c6MZMSIIi8XEtm3bOtOMHTsWgNjYWNatW4fy7G5ppaWn+Oc/n+GHH04C0IaFY5TiiJpgft7tPuPwIfbt/LH9iyThNagfqXIxJ6pqCS1WYNWqoaRmD2ca2zfYHDhwIAMG3Au0D9m5nr0LJpOJRx55hEWLFnUeC4zW4+rr2fl91zs7WPSHd/FsKGXPNyc7j0+eOYvouXNROzqS+sknZG3cyIlt2zjmFcWHaUpcfJ2xrdLhbivxt4T2VYqqqyEpqT3/4MGDOss6U5TGgZV/5fU/hLDmvx92Bi1KpZJZf0wk/N4nGT8I5syByZPb/1/5/HMoKakmJkaNu7vmut0TQRAE4bdFBAuCcAerqmomO7uS6GgfrKzaf9y9vOyJifHh0KFiSksbaGiA99+Hd99tDxpuFZOpjc8+S8NstjBtWgReXvYA7Ny5s3MCbnBwMFqttjPP6NGjef/99zu/l5YeY968x2lqaiWHauoxEoUXyo5fdaVnWP5UYmd6f/cghvZ2wDTMlxRdd75PdmS8qxlbawsfrvuW0oZ6Pj8ETy34uXfhv//9L5mZmdd8vQ0NDYwbN46PP/6489iA+4fxyq6PSUrew9BxUZ3Hs4obGDx5I1n57cOCNBoNQ4YMwbZbN/rMmYN3nz4UHDnKdlc9G/Kd8XezRd/NQHWRgj9OBjcXCApq34l61y5obQWdToejo+PZtlTx7ZYVmIxNnXXqIu/n6LFU7pq6BHcnJRG+7Ru16fXwxBMwapSMt3c1UVGul92oSBAEQbj9iWBBEO5gBw8WIUkSffv6nHc8Li4QtVrJ55/n8O67MoWFUFoKZ+fU3nSyLPP111mcOdPAgw/qcXOz7Ty3cePGzs9jx4696MF08uSHGT/+9c7vBQU7GXX3CFJOb8Dr1GG8kz6HIx/A9hepXT6Tj/bv70w7WN+HJ/yb6dFUQaajjjMO3gxq+prJ7tYU5rbyt/8cJL3YQotbf/T6UUB778Irr7xyTddbVlZGXFwcW7du7Tw2I+FhHvvyTXrZ+WJxzmHZ0qEsmXc3auv2X9NG489dP0OHDkWjaX+br1Sp6Dl2HIfGPML+Yje0Ttbc378Xh/ZaER0C97WvkIokwfDh0NgI+/a1TxSPjY29qG0eHjpGP/gd8S9sZMcZHaV1MDgUFOf8a6FUgp9fPS4uZoKCXC4qQxCE21tUVJT2ammmTJnSIykpyQbg+eef9/ql+W1tbaMA8vLyVKNGjer5a9vaYf78+T4vvfSS55XSbNq0ySEuLu667MQYHx8f8OGHH3bpF2BlZaVy6NChwWFhYfrg4ODwf/7zn7fV1vA3LFiQJOkDSZLKJElKO+dYb0mS9kuSdEySpMOSJF30L5UkSd2l/5+9+w6PqkofOP69M0kmvfce0hshJITeW0CaIF1QAbu7Iii6rq5l96euq6KIXREUBKRLl95bIIT0AklI773OZO7vjwlDkaogoufzPDzMnHvuvWeGS3Lfe857jiTtkSQpVZKkZEmSnr1TbRSEP7OWFg3x8UWEhjpgYaG6bJupqSFBQR3YsKGagoIypk/X3QAmJV2sI8tQ2wTnK6DsGpO4qdVq/dSav8XBg+dJSipl4MAO+Ptf/Bkqy/IvgoVLtbbCsmXQOWgmD8f21ZcfOLWPr1/fRGSTAVJDIZQto61pOV+nJ1DXqsvOdbB3Y9Sjc1ENeoWOlgPJinfAcYQxxq7guWc1Nib+JB4vp7n2NBnFMG7Sxd6FFStWkJKS8qs+a1ZWFj179uTSNWFeffVVHv3qDYwNVDjKVTRWHsGlVMPEkWZsmN+XMF/vy45x6doSsgxryzQc2FlMR2MlE2I7svO4Citg+gNgcMnSm+7uEBwMhw7pgoahQ4fqtzk7O/Pgg/8mKOhjpo0NZ0I3qGsGewsIc7va56hEksDHRwQLgvBnEx8ff8Pu05UrV+ZGRUU1AyxYsMDlVve/wNvbW71t27Y/3AxAt9P//vc/h8DAwKb09PSU/fv3p//rX//yaG5u/l26ZDW3YYzxnexZWAzEXlH2LvCGLMudgH+1v7+SBpgry3Iw0A14WpKkkDvYTkH4Uzp9upiWlja6dXO/yjaIj3fB3t4cG5uzGFm2oTGDVTvgu8OwYCf8ZxN88DMsOgjfHOAXU2uWlJQQFRWFsbExq1ev/sU5blZ6ejm7d2cTHu5Iz54el21LSEjQL5BmbW1Nr14Xx9lrNLBiBRRklDI+aBXfvDGJqVOn6Lf//O1aPnv3S7R1O2koqyUn2YPPj1wcZhPdZRydYvxAoSTpbDg2Gge8emeheGYUaVpH6tKrCfezoCHnCM0tpRh7xeDvPxzQBTG/pndh9erVREVF6adgVSgUfP755zz35j/Il+pwpYnKuq1YlFVgaFhJU2MrkaFPc3zWdJ4eNgSFQkGHDh2YPHmy/phHGmR+XJOKc0MTU0aHsT/HjOqz0KcTV133YOBAUKvhwAF45plnePfdd1mwYAEZGZn06vUyzs42ZGWlYaeo4+kB8FCPy3sViorq+PHHZPbuzcHT0wpTU8Nb/h4EQfhju/DUf9OmTRYxMTGBsbGxHXx8fEJHjRrlo22fDi0mJiZw//79pk899ZRbS0uLIigoKGTUqFE+l+5fU1Oj6N69e0BISEhwQEBAyNKlS62vPFd6erqRv79/KOh6K4KCgkKCgoJCbGxsIubOnesC8OqrrzqFhYUFBwQEhDz33HP6rvIXX3zR2dvbO6xHjx4BmZmZqiuPfT21tbWK8ePHe4eFhQUHBwfr25aenm4UFRUVGBISEhwSEhK8Y8cOM9D1Kk+fPt3T19c3tF+/fn7l5eUG1z3BJSRJoq6uTqnVaqmtrVVYWVlpDA0NLxv4O3/+fPuZM2fqfwm+//779rNmzXIH+PTTT23Dw8ODg4KCQqZMmeJ1IQCYOnWqZ1hYWLCfn1/opd+Lm5tb+PPPP+8SFRUVuGjRot/8ROemP+itkmV5vyRJ3lcWA5btr62AXwx6kGW5CChqf10nSVIq4Ab8usd4gvAXpNXKHDtWgIeHJW5ulvpyWYY9e2D/fujQQWLcBH/e+Tief35+HlMLH3KLoagQOnhDiCtYm0JDC+xJg7xK8La/cByZRx99lMRE3ew8zz77LKNGjcLIyOiW2llW1sDatam4uFgwalQgkiSRlQUbNujGxu/bd7FXYdiwYRhq0yBnGVqtC2u29eZcshljgrcTHGjIgYCH6PCfBwksyCN9r27hspe/OwDqjvQKHEa2oSVZ5/cCYGxsRI9oJzp4NVNaCocPQ49oX+xdj3O6voK03n/D4eA+pjQVstTAG6PG09QYDCG62+tkZm4B4Mcff+TVV18lNDT0hp+zpaWF559/noULF+rLjI2NWb58OWPGjGEvZ2kkDxNNKWYFubgqNZRWVFJX0ROf6lIkc3MWrlrLy/WtKIwsUBoboNZAXht8sS0bKbeCh0f4c6jEmpKz0MEaYmO56roH9vYQGQknTkC3bsa88MILAGRkQFER/O1vYZw4cZLlyxN59NEoLCx1v3/z82vZvz+XjIwKjI0N6NvX66qBqCAIfy6pqakmp0+fPuft7a2OiooK2rFjh/nQoUPrL2z/9NNPCxYvXuyYlpb2i/s0U1NT7ebNm7NsbW21RUVFBl27dg2aMmVKtUJx9WfVK1euzAXIyMgwGjp0qP/jjz9esXbtWsusrCzjM2fOpMqyzKBBg/y2bt1qbm5url23bp1tYmJiilqtplOnTiGRkZGNAO+++64DwLx588qu9blefvlll/79+9euWrUqp7y8XBkdHR08atSoWldXV82BAwcyTE1N5cTERNXkyZM7JCUlpX7//ffWWVlZqvT09OT8/HzD8PDw0IcffrgCYObMmR6HDh2yuPIcY8eOrXzrrbeK582bVxobG+vn5OTUsaGhQblo0aJzFybnuGDmzJmVoaGhIS0tLfkqlUpeunSp/RdffJF76tQp49WrV9vGxcWlqVQq+cEHH/T8/PPP7Z555pmKDz74oMDJyalNo9HQo0ePwGPHjpl07dq1CcDY2Fh78uTJ9Bv/C9/YHQsWrmE2sF2SpPfQ9Wr0uF7l9mAjEjh2nTqPAY8BeHp63q52CsI9LTOzgsrKJgYM8NGXaTS6m/DEROjUCbw6wfZ0KzTWTjQUZTH5QQPi6jyIMIfY6IvHalHD/gzILLkYLCxevPiy4UGFhYX8+OOPPPjggzfdxqYmNcuXJ2FoqGTSpDAMDXU/OI8dg5YWiIuD77+/eI77hvXibPxKNh32wrSwmYKiOGI7b6WT61mOFY1iW/0uDEwaCfjwJSonl1GWqusF/+eKJJZ8/jRrt188Vsfw/kR2VLLv5x0cPN4TIxNvBg82QGExjFcSziBbNfDi4DoMT+7FRdWDylIttqH9kK26EBU1gpMnNyHLMm+88QY//nj5ytJXOnfuHBMnTrxs2JGXuzvfL1pE78GDySePRE7jjQaPEgV29aU0WhpTlOqKr5U3UtF5uH8StQozvj9lRlP7zLDNMuzLKKEy7jw9w1w4Xu9KdS1YVENEOHh5XbtN/frBmTO6wPH++3VB5O7dYGsL3bsb4e8fzjffxLN8eSKDBnXg0KE8zp2rwtTUkAEDfIiJccPY+Pf+9SEIf0HJqy2pK7y93XcWrmpCH6i92erh4eENvr6+aoDQ0NDGs2fP3vRTIa1WK82ePdv96NGj5gqFgtLSUqP8/HwDT0/Pa46NaWxslMaNG+c7f/788wEBAa3vvfee4/79+y1DQkJC2rcr0tLSjOvq6hTDhw+vtrCw0AIMGTKk+sIxrhckXLB3717L7du3Wy9YsMAZoKWlRcrKyjLy8vJSz5w50yslJcVEoVCQm5urAti3b5/FhAkTKg0MDPD29lZ3795dP0D3m2++ybveudavX28VFhbWdOTIkYyUlBTV0KFDA4YMGZJsa2ur77O3tLTU9uzZs27lypVW4eHhzWq1WoqJiWl66623HJKSkkwjIiKCAZqbmxWOjo4agCVLltguXrzYXqPRSGVlZYYJCQnGF4KF6dOnV93oO7hZv/dP+yeB52RZXiNJ0gTgG2DQ1SpKkmQOrAFmy7J8zYtaluUvgS8BoqOj741laQXhDjt2rABLSxXBwfY0NjaSnZ3DkiU5VFRYM3JcdyotJE4ngKuNzOSnLFn+fQ0bDyXS2deR5GQVQ4defCqtMgRPW8gqhcGhkJuby7PP/jKV6P3332fq1Kk3NTOOViuzalUKNTXNPPxwJyzbn143NMDZs9CjB/j4FPGvf50AQJKUZKZ5ceKUJ6VlfpTU2vN4pzV0jXbmsOtAflS64WJ4FhurEkzVZrgtfJwlk+bTVHYeWdYy85ln0GovLtgWEDiJ02kjUTeX0zH4JEMHbcbMVMGeVFvkJne8I09gbJaMnZNEt9RjrChVERaTwWnjMCJjXufkyU0ArFq1isTERMLDw6/6OdetW8cjjzxCTU2Nviy2b1+e7tYNzeGDHGg8TnpPa5RWDvSRI7Aqe4VKhSl5x80wbHDDuvE8hHVC9gti83HQtMHoSGjWwHeZdbSeS6dfsBWDYv1pQ8KsFMoMdYnM12NpCV27tveo9IDyciguhrFjdbkrTk7mjBsXzIoVSXz//RnMzY0YMsSX6GhXjIyU1z+4IAh/KiqVSn9vpVQq0Wg0Nz3W/osvvrCtqKgwSExMTFWpVLKbm1t4U1PTdYfAT5s2zWvkyJFVY8aMqQNdT/bs2bOLXnjhhfJL67355puOv2UmNlmWWb16dVZERETLpeVz5sxxdXR0VK9ZsyZbq9ViYmISdWHbtc53o56FJUuW2L300kvFCoWCsLCwFg8Pj5aEhATj/v37N15a/7HHHiv/v//7P+eAgIDmBx98sLy9ndL48eMrPvnkk4JL66alpRktXLjQ6eTJk6kODg5t48aN825ubtZ/txeCqNvh9w4WHgIu3GWsAr6+WiVJkgzRBQrLZFle+zu1TRDueVu3bmXbtt3s3n0KrbaSd98toqSk5LI6icVPcf+TCxgeIaH2KuS8VM2QAb5s25ZFnl8a1EVw/vzlT6b9HGFHClQ3aJkxYwZ1dboHKh06dKCoqIimpiZOnz7N3r176d+//w3beeSI7kn16NGBeHhY6cuTknSrA0dEwPr1m/TlXaODsLCGvQeC6OCgxd8zm6QOEbT4R3DU0AwHwyY8DGVKzrXhd7KaAR522L7/Xz54di7NVYWXJWG7u3ehoiIEUzNbRk6yw8/bGNSHOVduzf5sf4Z4qzHy8eBEWSvDLDoRXLsOVUsZjVWHcXQNpTApiuHDR7Fly08APPDAA0RFRWFtbY2NjQ3W1tZYW1uTkJDAJ598oj+voaEh/3ruOXoYG1Me3YXcIIni5jLOFlvjdKqB+eV7yEmdRlFxGIYVlTzulUS4fzXSgFhSiyC9GIaEQicP+KGolXPHkhjqa8g/nwrFzExBWRl8uhViYsDuJubZ6NVLt+bCzp269RccHC7PcQgMtOeBB0JoatIQEeGk7/kRBOF3dAs9AHeTgYGB3NLSIl0aWADU1NQo7e3t1SqVSt64caNFYWHhdXsl3n77bYf6+nrlW2+9VXyhbNiwYbWvv/6662OPPVZpZWWlzc7ONjQyMpIHDBhQP2PGDO9///vfRWq1WtqxY4f1Qw89dMMehQv69+9f+/777zstXrz4vEKh4NChQyY9e/ZsqqmpUbq7u7cqlUoWLlxo19ame9DUt2/fuq+++srh6aefrigoKDA8evSoxeTJkyvhxj0Lbm5urT///LNlbGxsfV5ensG5c+eMg4KCWq+sN2DAgIZnnnnGKDk52SwxMTEZIDY2tnbs2LF+L7/8combm5umpKREWVNTo6yqqlKamJhobW1t2/Ly8gz27t1r1bdv32tMR/Lb/N7BQiHQF9gLDAAyr6wg6cK2b4BUWZY/+F1bJwj3sPXr13P//fffsN6JLZ/ibFRE5PK3qZLUROBEUFc7SnLrOZWSiVuDO8nJdnh5QQu1VJONtZMhpITw1nufsHv3bkCXnLt06VK+++47Pv/8c0DXu3CjYKG1tY3Dh/Pw87MlMvKyCTQ4cwZcXHQ3rpcOcxo/ygFT8xaGRB+gb3Qxxl3hq8wR7DjkRMcuLfi4aSk/UYN3ukTfPg9h6+tLcH0rDfEKvvn2Weqr9b93UFmOoNcAJ55+WkKXYuFFvcaLtSlgbw0jOkO1gSe7NLtIrEvDD2+CjMrITMqkT98KPjtmz4Rxr+uDhYyMjBuu6uzl5cVX77+PUXIyhSHhHIzpgEKhpbY1jOqEBuoONtBS0IyRRoOtWz6lWmveK+zHChsHRqcbc7YIXKyhWwc4XK/lxx+T8WhT87cHIzE2NiIjQ7d+gkoFfftetyl6Jia6gGHnTt37iRMvT2QGCA11vLmDCYLwlzZ16tSy4ODgkLCwsMaffvop+0L5rFmzKocNG+YXFhYWHBoa2ujj49N8veMsXLjQ2dDQUA4KCgoBmDFjRtm8efPKkpOTjbt06RIEujyIZcuWZffq1avx/vvvrwwLCwt1c3NriYmJ0edR3EzOwjvvvFP42GOPeQYFBYXIsiy5u7u37NmzJ2v27Nml48aN812/fr1Nr1696kxMTLQA06ZNq961a5dlYGBgqI+PT3NMTMxN35j/3//9X9HUqVO9AwICQmRZll5//fV8FxeXqw7FGjNmTNWZM2dMHRwc2gCioqKaX3nllYKBAwcGaLVaDA0N5QULFpwfOHBgQ1hYWKO/v3+op6dnS1RUVP3Vjnc7SPIdWoVJkqTlQD/AHigBXgPSgY/QBSnNwFOyLJ+UJMkV+FqW5eGSJPUCDgCJwIUulJdlWd5yo3NGR0fLl44LFoS/kuHDh7N169ZflCsUBlhYeWJkbkpZ3sW5UYP7RLN8/SoibLwBKGtp4IUvd1J23JROgSE8/HIyLYoKQDem/ftvw/noqRhaW5oAeOmll3j77bfJyMggKChIv+pvSkoKwcHB12zn0aP5bNuWxYwZkXh6XuxVKC+HhQth6FCICK/D3tGRpibd75WlKx/haMFA+gUnENjNjgqTGJaWhpMcb4i7splYoxN4HjtF58lTsfX11R9zw4Y09uw5waJv51BXW46JdQc6TviSfs/3xM3OGG9D8FLCkVNQWAXTeoGNBaiBuLYissuO0f3wYerXHGW5ezgTpoXx3kdPEhIK1akzWbRo0Q3/XUaPHs1H//kP53/6CY2DMztGxqJQ5xOSYsXGkzXYNKiJtFUQbXGCAqUX+7afx6SylEr/rqQSQX6lDQo7M2Y9KtEzQObjdRk0JxYxo08IarUjaWnQ3AzGxjB8OHTseMMm6anV8PHHYG4Ojz569YRoQRDuHEmSTsqyHH1pWUJCQk5ERET5tfYR/tz69+/vN3v27JLRo0ffkV6Ca0lISLCPiIjwvtq2Ozkb0uRrbIq6skCW5UJgePvrg4D4lSUIt6CiooIdO3bo3//3v/OJju7EqVM+VNW6QZAB/p5ajq+ZzWcffgxA6v44pvYewbcbt6F2cqWRRrqNN2Jl5nkOnWhmQLY5Eb6RGGNNVttO1n34kD5Q6NixI6+//joAAQEBjBw5kp9+0j1p//DDD/niiy+u2k6NRsuhQ+fx9ra+LFAAXeK1JEGAeyo/LvmnPlDoEGBFhuoB7KR6evv1Js+sC4trDJHNWvj7gAbOrJE5mmBM2ODBlwUKAN27exAfX8zib7eQmRlPS4sLlq62dHMzJlsN8fWw6AxUVUBgMCxVA5W6fdtwItOgO0fDnOiVo8IovZQzqelEBdVy+pwlC97+imeeeYbCwkKqqqqorq6+7O/GpkZiY2MZP/w+Tn/7LQZmZqSNnERZcR4mP0nsaK3EJbiJp7r5U390I7uONVNnAF0t6jF2tiW7gy2K/LOUZEBLngGLX7Nmg58RjblFdLTx5MQJR1QqCArSDR/q0EGXb3ArDA1h1izdfiJQEARBuHsuzMgUHBzc+HsHCjciprMQhHtYa2sbGRkVfPTRp/qFV/z9OzJv3mx27YK6OrAMALUldO/UhKL70xQ5W7D+pbcASE5OZlCv7oxa/g0WQS5olJ7YPmDO2dcaOLjMnYH/8kdGZsm728hKPAXoxt5/9913qFQXp7SeM2eOPlj47rvv+M9//oODg8Mv2hsfX0RdXStjx17e8yDLuiFIXt4tVGgXs/nQxdne+gyaBmf9uL95H+fc+rCgRsJEamO2lSleJQ2Y5yxjv8MAdstReFTrhutc4Ohohr+/LWfP1jF58kQWLYqnd6QTUabgXw9lyeDXDOHREOQBhoCB1P4HBeWSKT/LrSR1DKcmJ5v0lAoGRG3hRNIEdiYpeLR/JJGRkb/4nI2o2UIWcnMrK3etwdxNhWrQVOKLq2hYX4K7eR1hj2vxbQ1k77p08k+W4mpnzwSzBDwCLOGBqWhsHJi/uZlhftV0sqxmz54qzpxswcPRjmFDfejYEXx9L1907dewtLxxHUEQBOHOsre3b8vJyUm6cc3fnwgW7jKtVjd0Q6EQj/WEm9PWpiUrq5KkpFLS0ytobW1j377N+u1PPvkwGRm6RbccfKDcAsJ84VN1A6WN9gQ/8iYGliGs+/vDtGk01Bbms2H0WD5f9zUWUeNZG1KNumMBK3bnEzzMig6GRXzy+kr98ac++RoRERGXtalPnz5ERUVx8uRJmpub+eyzz/jXv/71i3YfPHgeDw9LvL2tL9uWnw8VVW34Rm2htbWSg7tz9dvsAsZjV3Ee5SAbvm5uwxJT3rC2xLa1lZM/LsbO0pDnp4Ww7JTEd0egTwBEeYFR+0+37t09+O67BNauTUWplAgNdeRsKayKA4UEz/QCr2skBPthTp2tNZn2iZxxMeFMkTehmnN4WpeRlOFEdjh0uCImqmuGrRXVxFcYYZ9xGqWVlrr7urMzr5LitRqCLVrxecCapMON5CXkY1WTxhivfCJM25D8guC+sWBiwoE0aJCNefx+Z/ycnJkyWaakpAVrayOMjcXPC0EQBOH3IYKFu2zDhjTOnati/PjQXwzLEIQrZWZWsHlzJtXVzZiaGtKxoxNOTvDvf+ue+kuSxNChE1i3DuwcoMQWCo2g0UZNRZua0Sa19DaowXlmJLu9F3L/hNk01DdTV93A1P6TMTCYhpFKRZuBIZpmA6YPNESSmlCrdb0W3iHRRI968RftkiSJuXPnMmWKbgXlTz75hHnz5mFsbKyvc+ZMCTU1LYwYEfCL6efiE9poNMjGzXk/FWfyKC5pAMDaxg5T80C8jDazwj+aNrU5s60scFRIJK5dS0tdHZEzZmBpb8rDPWHDadiepFsXIsYHuvqAj481zs7mFBfXExzswOkCA7Yng6MFTO6qW3juWiQkQlQ+VLic4QHTraS09GJzgSeBpmdR11qxN90YG1PIrbj4p7RBS5osw7kKivOd6dE/kpzMamp+ggDLciKHGrF1RTEOalOGBBnT+/x2VG120HsQ9OgDkkRZHRzMhI7u4Od08Tt2dja+dmMFQRAE4Q647ly3wp1VV9dCYmIpDQ1qFi8+zdGj+dyphHPh3lZb28KPPyazbFkihoYKJk8OY+7c7owYEcDx4zvQanVzAfTs2YtDh9xo0kCOHxxsAMcACLKsZZjlAe5nGW6a71C2/EiXPmdZtGM49o4m+vNoNBoaGxpoqammraWclroimmurAVCZqHj+gzcpqzeg7irzWTzwwAO4u+tW9C0tLWXp0qX6bVqtzIED53FxMcfPz/ay/TRtMkeT83HzSsRbncX2PReneg3oHEubppCczioKlR6MMrEgTKXg/IEDVGZm4hcbi6WbGwA2ZvBwT5jVW9dTsC8d5u+A7ckSHTt7oJWhQuXEtiQIdIaZva8fKFzghgWWlj40hzkwqWQftec1pFiYYdB6jvMVMh/thPXxkFYMDhYQEFpNF59j/EP9JlNidrO3uIEVHwZhVqtiVJ9aGjdCNzM3XhvmyqC8r1FpW2DsHOjZFyQJWYafTut6RoaG3bB5giAIgnBHiWDhLjp1qgitVubRRzsTEGDHtm1ZrFmTSmtr2413Fv4StFqZo0fzWbjwOBkZFQwc6MMTT0QTGGiPUqn777ty5cUhQkEhkziYDbmd4VQlDPaHf3rL2BgX4NFWhMowEkwfpd50PAUmwcTEPMKRQ0fp16/PDdsS8/TzuPtp0cpaskp/ud3Q0PCyxdo++OADffCblFRKZWUTffp4XdarICNzODOF6oZKerjsxEpSsnZDkX67ZB1Im9ERklo9CWxUMsxUourcObL37MExPBzX6MsmEQHA3RYmxcDTAyDUDY5nw45iR4xCoijBjj4BMLHLxWFKNyIhEWwWQq13B8I9Swkoz0VBFUk1KlxdzzM8HJ7sB/OGNPBAVAbGbgcIqVtJYGAmTjbplJyWcKcWU5ssPn+nkaqcch5yLcZu10owrIYhj0CgbgojTZuuvXmVMDQUzFTXbZogCIIg3HFiGNJdotXKnDxZhK+vDS4uFkycGMqhQ3ns2nWOkpJ6Jk4Mw97+Jh57Cn9ahYV1bNyYTlFRPX5+ttx3nz82NiaX1cnPz+fAgQOAbt2DPKNxOESCgRaG2MHznaBcUU9zWzE+2iYwjqFZaUweR1DhhAeDUPoZsWfPPmStGnXdD7Q0pFFLf77OMCVprTl9/KvJKKgmvs2IL78uRS7bT3WiHfX9LPHwsMLNzUK/YNejjz7KG2+8QX19PampqWzbto3Y2FgOHMjF0dGMoCB7ZGTOUMo5qjCiisMJLVgqqoi2S2PxCk/S83Q9CwoDQ9wG90JhlIX2fAM+h7/mtLGStpYWTO3tCRw58rqrRTtYwJhI6B8IR85JpBZaMCgEwt1v/d/CS2FNokMgdX3c8VhyHpVPDgV4ki6VIJuVUtGaj2dNIU2GrTTUlNClJJ7ashBeP/EyJo2tzIj4F3uSbLFoDkJl5suSk2rsnbrSbBxDc+kgmrZDs1oXLIAuDyLC49bbKQiCcDtERkYGxcfHp12vzsSJE73mzZtXEhUV1fzSSy85v/POO8W3sr+pqWlkY2NjfE5OjuETTzzhsW3btnO/pc1z5sxxNTc3b3vzzTdLrlVn06ZNFu+//77Tnj17sn7LuQDGjRvnPWLEiJpHHnmk6kZ1y8rKlFOmTPHOzc1VqVQqedGiRdldunS57poTfyQiWLhLMjMrqK1tYdgwP0A3HrlXL0/c3CxYvTqFL788yejRgWJRpL+o9etPcPDgeVxcXBg/PoSQEIer3hivWrVK/9rdawCOfZyI9oPK8zChCxgaQDY1GLWV4YolaoUluexAgQGe9EXJxcU0JYUhRpZTMTJaiYXmMMO6DST1iAtOXqE884wBS3Oq2HguCcvTBuRkNbFzZwWSBCYmBgwe7EtkpDNWVlbMmjWLDz/8EIB//+99VK7R5JU0Mnl8CFpJ5igFnKcGCxrJbjpHUpoPgYHVLMyP5sV3PtS3xyVmGJ3dFbQoOzIxKpyw8w6Up6XRWF5O6IQJKI2uuxConpUpxIbp/vxaShQEWoRzwseHANMT5JeX427ShH95FcYeSk5p/DmiiSK1oQWzjJNUnbTndPVYap19mNYrk0N7vQjxauWJv5lQ4NqD/ecMqM/cjYmFJRZ25hgbgokhur+NIMxNTGUqCMLdc6MbfYCVK1fqZ6JYsGCBy6XBws3sf4G3t7f6twYKf3SvvPKKS8eOHRt37NhxNj4+3vipp57yPHLkyPVX87xNNBoNBr9x2jwxDOkuiYsrxMLCiICAy6dh8fGx4fHHo3F0NGPVqhQ2b86gsVF9l1op3A0//7yLsWO78skn0wkLayQ01PGaT9AvHYIUOnwinlFQkSfT0UOmg6OWVtTka8tw1xSBQSDnpf200YonfTDCTLejLMNP38KXr0JVDRhPBKUfoeo9uPoXcyi1Ga1WYoKXLX6dHDEZ7kSn2Bgmz+rJlCnhODqa8dNP6SxZkkBFRSPPPvssivalgI/s2cW/Fu0gwdiEHx3seKK8im8qlWRV2nC+vBSLk40E1VTRXTrHvx/9mpaWVgAsXL0Y/Lf/QrMaDztrBtqb4hoVRcepU+n27LOYXWVa1jvN19AZE9cgTHqboSqpoK65CKvaATzkNIiXnMMYZGuB1alUGpeo2JI1mlInTwbHlJJw/CguAe48PuM+TBqz8Sv8hhlue3i8wxGmD3VlQhcY1QkGh0LvAIj21gUNgiAId4upqWkk6J7Ex8TEBMbGxnbw8fEJHTVqlM+FHLmYmJjA/fv3mz711FNuLS0tiqCgoJBRo0b5XLp/TU2Nonv37gEhISHBAQEBIUuXLrW+8lzp6elG/v7+oaDrrQgKCgoJCgoKsbGxiZg7d64LwKuvvuoUFhYWHBAQEPLcc8+5Xtj3xRdfdPb29g7r0aNHQGZm5i0N3KytrVWMHz/eOywsLDg4OFjftvT0dKOoqKjAkJCQ4JCQkOAdO3aYAWi1WqZPn+7p6+sb2q9fP7/y8vKbvgNPT083HjJkSB1AZGRkc35+vlFeXt5l+8+fP99+5syZ+j7l999/337WrFnuAJ9++qlteHh4cFBQUMiUKVO8LkyVPnXqVM+wsLBgPz+/0Eu/Fzc3t/Dnn3/eJSoqKnDRokU2t/K9XI3oWbgLqqubycqqpE8fL/2480tZWqp45JFO7NhxjmPH8jlzpoTu3T3o3t0dlUr8k/3Z/e9/C5BlmebmRh59dAaJiYlYWf1ypqxz57I5duwYoFulWd19LJmnSnA3L8QjNJNk2igEiqjHVXmeVENrJMzxpA8mXJJkvH0pnPletxTionyY+Bq4T8KsaQVdAk6y7owF6edMCfFXcp+5giXNzeRpNBTUGzIw2A5/f1vi44v5+eezfPZZHJ17ehE8dBzJW3W9HolLX2Hep4tQWBSi0co4NknUlR3grLaVrL1RmMgatr65nIoS3WpopuYWjHhpDR1sjaFeYqyPA8o/wFN2Q5QE2HXmVPhxXHbkUdZUSkZuFbLsSG6uzA9r86k53EZ0eQkD/hZBvVspu7clYu/TxLTJXTE16gS27pD0I5w/DJZuYOV5tz+WIAjCdaWmppqcPn36nLe3tzoqKipox44d5kOHDq2/sP3TTz8tWLx4sWNaWlrKlfuamppqN2/enGVra6stKioy6Nq1a9CUKVOqLzxQutKF3oqMjAyjoUOH+j/++OMVa9eutczKyjI+c+ZMqizLDBo0yG/r1q3m5ubm2nXr1tkmJiamqNVqOnXqFBIZGdkI8O677zoAzJs3r+xan+vll1926d+/f+2qVatyLiyINmrUqFpXV1fNgQMHMkxNTeXExETV5MmTOyQlJaV+//331llZWar09PTk/Px8w/Dw8NCHH364AmDmzJkehw4dsrjyHGPHjq186623isPCwppWrVplPXTo0Po9e/aYFhUVqXJycow8PDw0F+rOnDmzMjQ0NKSlpSVfpVLJS5cutf/iiy9yT506Zbx69WrbuLi4NJVKJT/44IOen3/+ud0zzzxT8cEHHxQ4OTm1aTQaevToEXjs2DGTrl27NgEYGxtrT548mX5lm34Nced5F5w8WQhA584u16yjVCqIjfUjKsqF3buz2bs3h+PHC+jd25MuXdwwMLh2p5Asy8iyWLvhXnXy5FH967y8PObOncvXX3+tL8ssgaQCePvFH/VlThFDsLA3Z4DHIWI8jHFThQCQRTWObYkEaB2RFN0xwR5znC6ebP9aiPsWPIIgvB/s/haWvgD3vQThkxjgs4KfjErYfaaVEP8gOqvsOGKeyj7TFk4XGTAwWDeErnNnFwIC7Fi9JYv5m7JpVA0HaTXIMrWV2fxn1n088fnrzBkWTF3VIowUDZgU+fHqMXeOFvyX1NSzgO5Yk1/6ASv/KDTEMVKuxc7+8tmT7qZAUz+SbN2wDypCzivnfEkJixY5cia3ibLyfB6w3EKnQX05UlPD+cTzOPg10neiNS6GQboD2HhDl8chazu4dxVjjQRBuL6fVltSUnh7+xqdXNWMeqD2ZquHh4c3+Pr6qgFCQ0Mbz549e3NjQAGtVivNnj3b/ejRo+YKhYLS0lKj/Px8A09PT8219mlsbJTGjRvnO3/+/PMBAQGt7733nuP+/fstQ0JCQtq3K9LS0ozr6uoUw4cPr7awsNACDBkypPrCMa4XJFywd+9ey+3bt1svWLDAGaClpUXKysoy8vLyUs+cOdMrJSXFRKFQkJubqwLYt2+fxYQJEyoNDAzw9vZWd+/eXb/K8jfffJN3vXO9+eabRY899phne69JU1BQUKOBgcFl019aWlpqe/bsWbdy5Uqr8PDwZrVaLcXExDS99dZbDklJSaYRERHBAM3NzQpHR0cNwJIlS2wXL15sr9FopLKyMsOEhATjC8HC9OnTb5hLcbNEsPA7a2vTEh9fTECAHVZWN54z3cHBjIkTwygoqGX37my2bz/LkSP59O3rRXi4E9XVzZSXN1Je3khZWQPl5Y1UVDRhbGzA0093ET0R95gTJ1Koqrp8qqFvvvmGsWPH0nvAcLacgZRCyDkFmfEXhyDFPDKR8T0ziTAvJ4BRGKCigVaatUmEq+twVPYBQi8/Wdx22L8QHH1g4n/B2AKsXWHTe7DxNah6CqfeEwgOPszB+Bpsm7PoP9CX/g5VxNvXcuCcGY81gUV7znWLsREVA0IwanTCq1qF39C57N7xEW1taprrG/nwwXkUTHDnlRcj8Hd9hmOFfSk8P5fUMzsvfo6/v8PZDiMIs2sgMD2XqOBfkY18B6kwIMC9G6e6ZWGZUkBpSQnnnRywCjqBV8F6qg6asTLfGUvbZobe54FZ52IclH4YcMn/dWMrCJtw9z6EIAjCLVCpVPqbWqVSiUajuemnHF988YVtRUWFQWJiYqpKpZLd3NzCm5qarjsEftq0aV4jR46sGjNmTB3oHoDOnj276IUXXii/tN6bb77peL1JLm5ElmVWr16dFRER0XJp+Zw5c1wdHR3Va9asydZqtZiYmERd2Hat892oZ8HW1la7evXqHNANZ/Lw8AgPDAxsubL+Y489Vv5///d/zgEBAc0PPvhgeXs7pfHjx1d88sknBZfWTUtLM1q4cKHTyZMnUx0cHNrGjRvn3dzcrP9uLwRRt4O4k/ydpaWVU1/fSnS0bmhZbi4UFIC/P9jbX/tBo5ubJdOmRZCdXcWuXdls3JjBxo2X58ZYWalwcDDD1dWCkyeLOHQojwEDfPTbZRk0GlAoQKm8Yx/xjvvww4W89tprTJgwma++Wni3m3NbrVq17arlD894lCc+SqJVbYNxGZhXZlBdEQ+AgZERQcNj8TPdjy1+GKAbtplDDbJcindbMxhfESgkH4Dt/9MFB1Pf1wUKAB16wSR72PAfOPARVBTz8NDRfGmZwPHDzWSkGeIYEkSn0Fw2tTmzOV9ikj+UauC7asjOgWArO+5/IYbE000Yh0jsX/EDNYW6n3GrfswnNcmcH1f7s+Kb5fyc+I2+SVOjOhHYeRplttBJk8Oosgyk+2Nv6/d7OwTZRZNsvwlXuxLMPc/jMTCHrZvPYpxlhG/XUPoMNaZLhDeNBgVUAnYE3e0mC4Jwr7qFHoC7ycDAQG5paZEuDSwAampqlPb29mqVSiVv3LjRorCw8Lq9Em+//bZDfX298q233tInSw8bNqz29ddfd33ssccqraystNnZ2YZGRkbygAED6mfMmOH973//u0itVks7duywfuihh27Yo3BB//79a99//32nxYsXn1coFBw6dMikZ8+eTTU1NUp3d/dWpVLJwoUL7dradNPU9e3bt+6rr75yePrppysKCgoMjx49ajF58uRKuHHPQnl5udLc3FxrbGwsz58/3z4mJqbO1tb2FzfzAwYMaHjmmWeMkpOTzRITE5MBYmNja8eOHev38ssvl7i5uWlKSkqUNTU1yqqqKqWJiYnW1ta2LS8vz2Dv3r1Wffv2rfvl2X87ESz8zuLiCrG2NsbX15amJli5Ehob4eefwc4OAgN1fzw8dDf1F8gyVFRAba0Nzs7WFBRUUFBQj5mZCRYWppibmwJKKiqgqgry8tp47708Dh1yxcBAhUYD7dc7Vlbw2GNgZnZXvoLfRK1W8/LLL9HU1MDXX3/Ck0/OonPnTne7WbeFRqPlwIGD+vfPPPMMK1b+SHlZKWUlhax8+1nGDP8OI3NobbnYq+A/cDghjlWYKbTYEQjo1i/IoRoHTQnmCidQXJJIn3Ucfvo3mNrBg/PBzJqqc+eoLynB1s8PU4dApInvwqb/g5Qf8KwpZejk+8ntloz9gRyOxkdSkmpGY4OalQZGRHvB2lqorQbzAohyh3D3NFLknUwJqmGWczRzlrpz9owuvyIpJY3oqCjaNOjXYegaHc2j0/7BnqR0Zltl0CH7FHh4/iEvUnOFCd5WARREVdFypIptCxoxUTUwsZ8zAdPdUSvzyEP3e8MaL4wwv8stFgRBuLOmTp1aFhwcHBIWFtb4008/ZV8onzVrVuWwYcP8wsLCgkNDQxt9fHyuO13owoULnQ0NDeWgoKAQgBkzZpTNmzevLDk52bhLly5BoMuDWLZsWXavXr0a77///sqwsLBQNze3lpiYGH0exc3kLLzzzjuFF4YGybIsubu7t+zZsydr9uzZpePGjfNdv369Ta9evepMTEy0ANOmTavetWuXZWBgYKiPj09zTEzMTd+Ynz592njmzJk+CoVC9vf3b162bFnOteqOGTOm6syZM6YODg5tAFFRUc2vvPJKwcCBAwO0Wi2GhobyggULzg8cOLAhLCys0d/fP9TT07MlKiqq/lrH/K2kP9OKwdHR0XJcXNzdbsYvyLKux6C8vJGFC48zcKAPvXt7sWULnDgBU6fqbvDT0yE7W3dTb2oKth1AZQFSma73oalJdzyVCtzcdMEFgFar+yPLF/+uq2vi55+P4+vrTM+egRgYgIGBrh379kFEBIweffe+k19r+/bdxMYO1L+fNOlxli///I6eU5Zlduw4h7+/LT4+v3lSgWtKSipl0KDulJToZpD73zc7OBhfx4aFY/V13nxzPXPnjiYmJozk5GQAxn7xPc/PNMVL6YkrukXKKmjiZzmZLo078TPsBUa9dAc4fxpW/AMUpvDwx6jNbDi7fTvFp0/rz2FiZ4d9YCD2HVyxTFmBlHiEeqdubJk+AQ9y6FiTwKozXqxdN5KkEls6D4KOA0GRBZYGrTzWdTu7SvZyvtmA0RlGVJDDDyV9OPHTMQ7s+JbWtssfpri5unLwSBw/JjnhUpjEtMq1ug0jxkFI+J35sn+jqqYyVu94jZzdEgbeMEJRS5enF4NSiYYWmiiniSqs8bk465QgCMIVJEk6KcvyZatLJiQk5ERERJRfax/hz61///5+s2fPLhk9evQd6SW4loSEBPuIiAjvq20TPQu/gx0p0NgKmtxCFAqJyEgXiot1gUKXLuCnW2qBLl2gpQUyM2FdAqxIAG0LjPCCkBBwd9cFCfb2ul4HLTIKrjVezwRnZzeOHcsnKsodB4eLNyytrXDoEERF6Y55L/n++3WXvd+yZS1lZe/h4HDnnt6mp1dw+HAep08X8/TTXTAzu+ncrlty8GAGpaW6BzKSQsneuK6YaSzoGDGVMwnLAPjkk8fp08daHygYmpgwcERHLJUp2F8y3CWHapRtZXhqW0AKgJp8KD8LG94DrRFM+R8VlfWkL1mOuqEBz969cencmcqsLCrS08k/doy8w20YmZria+GJbe5uAvdYkjJ4OH6WJvTvsQkb9xa+XDmL2nQFCWdkPDuWM3PEj+RW5ZBRY01MciONjikoXc2YYlKD4eDJ9PHx4cPvPqOqQTcsycTYmA0//UR2owuNahj4QEcoADLTwP+PO3zHxsQBN6UNBgNKUbVoCI+apx/bZ4AKC9ywwO0ut1IQBEG4V1yYkSk4OLjx9w4UbkQEC78DpQIScts4uL6YzqH2qCUjtmzR9R4MGHB5XY0hxLtDmyPMHAZpTeBvCSMvSZvRInOIfKpoZigdMOTqCQh9+ngRH1/Ezp3nmDw5/JJyOHMGtmyBWbMuH+70R9bUpObAgT2XldXWlvHBB8t5661ZSJJEWxvs2gUxMWBt/dvPKcsyBw7kYmFhRFOThk2bMpgwIfS6KwffqupG2HuqmYWLD+uH5VjZRBDmYMHIIdDhjQVERe2mqKiIkpISRowcqd/Xf/AIwh2zscYbI9kMWmpoayghVzqLW8thjCqyIPtdKC2G8lJoM0Y96l9knUigJCEBM0dHwidPxsJVl0Pj1qULbl26oGlpoTIzk/L0dDIzwKUuD799q8l2syQ+ZDCd23rh5rqfzqEJqDT+HN5RTcOZYk46upJl3YpDbTH29qdpcXfCSzUQ04hOLEkLIqluIK+/9XeSz8wjISGO/7z9NkFhUXy0E0LdwNUasO4IoR1v2/d7p4T7DaU4Yyl+Kl+MO/wxe0AEQRCEe4O9vX1bTk5O0t1ux9WIYOF3MDAYTOrKyDDRoLZ25ZVvoCoFnpgOxpdMkpLbCqvroEmrCw46G8MWQzjZDL1NwVqpG4t+imLOUwNAEmVE4nzV85qaGtKrlye7dmWTm1uNl5c1oBvGNGQIrFkD8fG6HoZ7wa5dqeTlpf6ifNu2tTz44GhCQx3JyIDDh3WJ3MOH//ZznjtXRUFBHV16B1DXqOHEoXP4+JXSpbPTb5718lQmrNkNySmQk1RM8SU/IwYN7cnfXwJLk1bKUPD8l28zd+TDANTXXXzg0H14R2wrT2Jf6Ag1u6GtlSJTI1ocVHjXnoBkAzhfDga20KEflXbepG3bg7qxEa++ffHq0wfFVbLdDVQqHMPCcAwLo02tJnm5O6UHFxG8cwOnTI2o8BqMsWke9taZVFXWMG1qFSaVoSxZ54ORYxsz+h5F6+aBV8ArqCRv1qyHlgKwcofuIyz4+98/059rayJotNA/8Ld9n783j8A+jLR1ws7O7243RRAEQRDumHvkmfK9LzWxkG4hJrw4zprmXGg0hL3luhulomrYUgZflgJqeMRKFyhIki5IUAD7G9uPQzmZVBCEPb7Ykk4F1Vw7X6hbN3csLVXs2HGOS/NTwsLAywt27tQlWP/RtbRoWLlyE7KsG+9ua3tx7v3U1P389FMSLS0aEhN1ZUlJFxO6f4sDB86jVKnYlu7MmQYPMuotefmjTF5b1cLHu2DJIVh3Ckpvcb6KzHPw0n/g1CHwsZKJ8i3G1jJNv72+XxRz6sp5obqUNS2luN8XQ+y0MZcdw8DUFI9YE8qbjDDAClw6gSqI3BYrVJV1OJe0gHIoDHua5mkvkYwVZ/YfxMjcnM6PPopP//5XDRSupDQ0JGzKFOp7z8A4rg7L+MOk5P6MgdwB/w6meNlbM7bHQPw8z+E3YBdSk5Yt2yfRYvAe2mZvvv0WUlJg0v0wYCgcPgcX0haqGyEuByI9wP4Xk8798Tk4BKJQ3MNTiwmCIAjCDYiehd9BcXE9eXm1DB3qS/xxCU9LeP5ByKqDw9nwVSpUasDBAAKN4CtJNzTIQAF+jtA5EOKawdO0hlRlCV5Y0wknWmkjn1pOUMggfJCukr9gaKikf39vNmxIJzW1HKWtA+nFMKKj7sn7F1/Anj1w33134Yu5BSdOFJKWdlz//tFHH2XdunVkZGTQ0tLIyZN7+flnTzIy/HBwgLIyyMrSzSz1a50+XcOuXdXUaPyoQ8HYATDiiSC++zaO1ux0nH3CqWuRSC2C8nqY1fvm1tjKzYX3FoLSCN57CUykar79tp68vIs9C7bdQ4g2a6Ws0YqyaiXK2jxmT+5D4s/bKSjRZbp3HBaFr4c9uVII9WYaovYlYZtTSEFvd3ztJZTeY2mzepzzhw6Rt3kRSBLe/fvj2avXTQUJl1IYGBA6ZSrpajUe21dw2taaIoUTXu6ODPUZQlP6MY7Xb8Kji8Qol3Liz73K+lWmqHSzuDJ5MgQEgH0xLD8GifnQyRP2pOm+s773WK+CIAiCIPxViGDhd3DiRAEGBgpcXJzZsUM37CfYF4KBfCeoroBxKggw0A3HULeBpg0qG3Qr9Y5wgQZVC0sbaxhuYU5XXJGQUGFAJ5w4RgHnqMYXG2RkSkigniK86IshpkREOHPkSD4r1p9DGWKHLClws4Yob11S9fHj0LkzuFxjQWlZljl8OI8zZ0p46KFOmJre3sUkb0StbuPIkTzy80/rywYPHoy5uTmvvvoqALm5+9myZQCmpk5Mm2bBypW6vIxbDRZaW2WOHq1k794Ctm07SFXVeRQ2KlRUcmjXACbffz8Pj+/Atm1Z+BkUE9nFhePnYEsi5FWCp931j3/uHPzwA5S3wqgJEOoLq1cXUVmZTXOzLgiw9vRgVIABY86fwbAogTStOcfMfDniF87QBW+y/NF/o9G08fgLIfSuOYXBsSZOGbayx8sMq+59aXM2wbuhkIp8WzK+X0hLbS2OYWF0GDwYYyurW/tCLqFQKgl6+BHONjVge/QY2cYGmBkUUtus5XDOASq97ehVCtE9XyBmkCm7dkFODowZA46OumMEOIGLNezPACdLOJMPPXzB0uRXN0sQBEEQhDtIDEO6w4qK6jh1qohOnZzZu9cQlerypOZxDvByIEz1hy4+0N0X+gTAgGAY2xkcLGB3RitKVTElzWaEtHmgvOSfzQdrHDDjNMU0o6aEBMpJpYUazrOfNtQoFBLhMR04lNREQ2ERbjawNx3UGujfX5dovWWLbsrVK8myzPbtZ9mx4xwlJQ3Exxfd0udvboaiW9vlF06eLKKwMJ/i4lwAjI2N6dmzJ1OnTtXXiY8/SFFRPQUFGbi7y4SF6aaibb7ujM4X7d9/AF/fCMzMTOjb157XXovgyJGnSUv7LylH3iT+yEJ+/HEcS5acomtXN7y9rdm2LYuammY6KXIxkVs4cvb658jM1AUKrUoI7AV9Q3VJ20mp5aTU5+jrhfQMIzztEKq84yhsOhASNpBHgot4wiGBUYMnMOfUef4v4RjdrU1xOJmKm7SJ4ba+hHcaTr2rIya152mJjyNlbRKGZmZ0euQRQh544DcFChdICgW+Tz6Dv1EwbVnNpNXLJFXvIcXDjg6lRsQEzsHA3BalUpcX89hjFwMFaO9FCNAFwj8cA5UB9PL/zc0SBEEQbqPIyMgbTkc3ceJEr5MnTxoDvPTSS5clT97M/qamppEAOTk5hrGxsR1+bVsvmDNnjuu//vUvp+vV2bRpk0X//v1vS6LZuHHjvL/99tubmk89Pj7euFOnTkFGRkadr2zj6tWrLb29vcM8PT3DXn755asnod5lIli4TWpqQK2+vEyWZTZvzsTU1BAnJx9ycmDgQN3NOUBLSwubvlvEmi8W0nyVu1qFAroGtXKyrhbLKvDFmiMNlw8fkZCIxgU1WvZznHJSscUfD3rRTDUFHKG8XsuRMluc3KyxrM6hr6+aumY4nq1LsB48GPLyICHh8vO3tWlZuzaVo0fz6d7dHS8vK06cKESrvfbaHLIMJSVw8CAsXgzvvgsLF6qJj/8VXyq6hcoOHTpPTU2KvqxPnz4YGxvj4+NDr1692tvaRnl5AipVHadOFdKxoy7JOSXlWke+3NNPz+HcuTNoNL9Yff2SzyazZs0yqqslRo8ORJZhw6JDGP64mOhz20graKPyGkuipKXBihXg4AAeXcHBFoKc4cjpUk7UaykoStbXDY/0IqCiHDo/AqFjwOQYaM/jbDaU0VbuvJx7hNi8zzHPlTE1exq69kH2jMMx+RS+qxPw3b2UhjJj/IaNJ+rRR7H28rq5L+EmSQoFAc+9TGCjNeVlKuIMnbCoMGa4+3QUjq433D/QWderUNcMPf3A5M7MRCsIgiD8SvHx8Wk3qrNy5crcqKioZoAFCxZcNjbhZva/wNvbW71t27Zzt97Ke4ejo6Pmo48+Ov/444+XXFqu0Wh47rnnPLds2ZKRkZGRvGbNGtsLAdidpr7ypvU6RLBwm6xZA2+9BZ98AmvX6mbk+emnIrKza+nXz5f9+w1xddUN9wHYv38/nTp1YubMmfztb3/jgQce+MU/XAsail1ysbZWI2e40tVIyZkWKNdcfm5rjHGhnlTy0OKJC1FY4o4LURQ3l/DZ0QJA4h+zOqCpLKBg8zf4O2o5mAXNat0Cbe7usGPHxSfxLS0afvghkcTEUgYP7sCQIb507epOdXUzmZkVl51flnVP8TduhPnz4bPPdInTzc3g5lZGUtIhXnvtOJs25VBefmvZ1KdPF1NX10ppaaK+bPDgwfrXDz74oP51dvYGunSxYdeubMzNm7Gz0w1FuqBNrSbvyBGaq6svO0dtbR3Jyaf07y0sLLG39yQorAcR/aczYtQE/bbEhOVsWJyJqYGGIf08OLfrBHFlKmJak1HkZHH0Kj/ukpPhxx/B2RmG3Q8FdRDtDcVt8MnhIgwczKhOPKavP8LdGAPnTmDpDE3LoS0H2XgMGrxp3rqE+pIdSB52mARMJLvZkvi1KrJ3H6Mh531UjYdw97XCZ+jfcOncGekOzYsrKRT0mPYCTtUWGBWpGGg1AGOfm1sXQZIgNgz8naDrb36WJAiCINxuF576b9q0ySImJiYwNja2g4+PT+ioUaN8tFrdDBUxMTGB+/fvN33qqafcWlpaFEFBQSGjRo3yuXT/mpoaRffu3QNCQkKCAwICQpYuXWp95bnS09ON/P39Q0HXWxEUFBQSFBQUYmNjEzF37lwXgFdffdUpLCwsOCAgIOS5557TP5V68cUXnb29vcN69OgRkJmZqbqVz1hbW6sYP368d1hYWHBwcLC+benp6UZRUVGBISEhwSEhIcE7duwwA9BqtUyfPt3T19c3tF+/fn7l5eU3PZTfzc1N07dv30ZDQ8PLnrbu3bvXzMvLqyUkJKTV2NhYHjt2bOXq1asv+46qqqoUbm5u4S0tLRJAZWWl/n1ycrKqd+/e/qGhocFRUVGB8fHxxgA//PCDVceOHYOCg4NDevToEZCXl2cAut6XyZMne/Xs2dN/7NixPjfbfpGzcJv07g35+VBcrBunHRfXyvHj5zA3t8bCwonmZpg4EaqqKpg3bx6LFi26bP/Nmzfz6KOP8u233+rn8D9GIY2SmpnBVmw5YohpORhY6mZGGmt5cd9yUrHiHDbYkYcjocgokTBV+7PnqIrylkoe7dFKmLUXaYEt7D+ahU35erJNerDH1Z5hEQYMHw5ffQV790Lv3q0sW5ZIcXE9Y8YE0amTrlcsMNAOS0sVx48XEBhorz///v26JGmVCjp0gH79dAvNmZvLfPppNt27GxMXZ8hXX+Vw4kQOzs5mhIU5EhrqiK3t1Qert1BLflscuw9qcXW15tixA/ptgwYN0r8eP348f//732ltbaWw8ATR0TK7d8t8+eVJnJ0DOXfOnpoaUFFD8sqV1BUWUhgXR+eZMzFs7+JZu/aofpaliIgIXnttOcnJZVhGd0cra4lI/Jidu7bQ3FBPfWMRPy7dgUNpDQHNBTi3wFa1N0bOVlgdPcq2Ri0OGltUBrqeiPR0OHDAEH9/E6ZONWZPlgIDJfi7w8fpddSX1DOpixE/FRcDYGphwlBne6o7+FLb+j80iiLUqhA0bYloU79Hoyql0ceKxqx6yo5uRZIUWLq7o3KZjaNvAiqzeiTJAXQ/p+8oA1NzYnvPorQmHz+v6BvvcAkfB90fQRAE4Y8tNTXV5PTp0+e8vb3VUVFRQTt27DAfOnSovh/9008/LVi8eLFjWlraL/ryTU1NtZs3b86ytbXVFhUVGXTt2jVoypQp1YprPMhauXJlLkBGRobR0KFD/R9//PGKtWvXWmZlZRmfOXMmVZZlBg0a5Ld161Zzc3Nz7bp162wTExNT1Go1nTp1ComMjGwEePfddx0A5s2bV3atz/Xyyy+79O/fv3bVqlU5FxZEGzVqVK2rq6vmwIEDGaampnJiYqJq8uTJHZKSklK///5766ysLFV6enpyfn6+YXh4eOjDDz9cATBz5kyPQ4cO/WJOv7Fjx1a+9dZbxddqQ15enpGbm1vrhffu7u6tx44du2yVWRsbG2337t3rfvzxR6tp06ZVL1q0yHb48OFVKpVKnjVrlteXX36ZGx4e3rJ7926zJ5980vPo0aMZgwcPrp80aVKaQqHggw8+sH/zzTedv/rqq3yAM2fOmB47dizN3Nz82sNErnDHggVJkhYBI4BSWZbD2ss6AZ8DxoAGeEqW5eNX2TcW+AhQAl/LsvzOnWrn7eLvr/tzwfLlZ2lqamPAAH9aWiScnGR27/6euXPnUl5+cRV3Q0NDfY/CkiVLcHZ25p13dB83EidqscHVwZQUeziRBZFd4UQL9G6fPamCdIo5jR2eDCCMA+SRQSX+bfasOA7Nta6Miz6DZH6c2kYYOVrC3qSMMydOUllvxgenTKgYbk/XaCciI23Zt6+ZEyfOoFC0MGlSGAEBFzN2lUoF0dGu7N6dTXl5I/b2ppSX64KF0FAYO1a/iC0AZ86UUl7eyIQJoQwf7sDy5S24uJRhaFjKrl3Z7NqVjYuLOZ6eVri6WuDmZomdnQmypCWfI5w4VUxudQNe3m7678zBwYGOHS8u2GVra8uQIfexaZNuZefNm9fw7LP/YM2aFJKTkzh/3oV9Wyywy1+GVqOhw6BB5OzdS9KKFURMn46kNGDt2oP643Xp0o3ExFK8At0416wkIG8rJUZqAvr25MyW7QAkkslOkxnYVX5ERM8SviqT+OyAISaFLpxJPsGnec54ORtRVaXr2bCy0i0Q985/JU4VG+PnYcIHTcacK0qls1EKbSVx+vPHRFiiCSyggC8wlGUMFZ0h1xjl1p+Rc4tpsPZCY2WHq3MI9mODsPXz0wc9yH2heS1IpqC4uGL3nWRn7YKd9TUy4wVBEITfJGX1asu6wsLbOquIhaurOuSBB256wu/w8PAGX19fNUBoaGjj2bNnb3rwqFarlWbPnu1+9OhRc4VCQWlpqVF+fr6Bp6en5lr7NDY2SuPGjfOdP3/++YCAgNb33nvPcf/+/ZYhISEh7dsVaWlpxnV1dYrhw4dXW1hYaAGGDBlSfeEY1wsSLti7d6/l9u3brRcsWOAM0NLSImVlZRl5eXmpZ86c6ZWSkmKiUCjIzc1VAezbt89iwoQJlQYGBnh7e6u7d++uX/Tom2++ybvZ7+RS8lWSRSVJ+kXhY489Vvbf//7Xedq0adVLly61/+qrr3JqamoU8fHx5uPHj/e9UK+1tVUCyM7ONhozZox7WVmZYWtrq8LDw0M/xjo2Nrb6VgIFuLM9C4uBhcB3l5S9C7why/JWSZKGt7/vd+lOkiQpgU+AwUA+cEKSpJ9kWb7J0ed3X05ONenpJYwY4cnAgWZkZGTw5JNPsnv37svqjR07lo8++ojXXntN39Pw3//+FycnJ5577jksUGGBCiTdwm7fHADDEjC0hX2NMMAykyJOYYk7bnRDgRI3akhoK+L48QZyiusZG36YMIt8stvqyTeyxls1lP73baZf0FkGFATx35Mx7DpWRlZ6KUZGhiQlgSTJzJ8fga/vLxNiO3d2Yd++HE6cKCA21p+NG8HICIYNuzxQ0Gpl9u3LwcnJjOBgXS9ERoaKlBR3Zs1yx8ysmeTkMtLTyzl1qohjxwoAUKmUmLlUk1Paypk97gREl3A8fZX+uIMGDeLKJxJduz6oDxaWLl3KG2+8waxZndmzJ4f//fsMH/ynijkTjRj45MOYOThgbGNDyqpVpK1fjypyHElJh/THsrYOQJJAbe9B05l0fKu2cbpnN7opB+mDhbrslSSmP0nTzJk0BbVg01CKY2k8HQ9n45ZmQ729CVMmd2bZMi3D+1Zz/wQl9a0KDiU1YdLUiNaoiZOnCvBpO0tMZ2e27GzSn79/hAfnLZxR19ZinOBJ2b5z2CUcR6FUorxvLEG9+2Hr64vC4Cr/dSUVmEy+4fUpCIIgCDdLpVLpbyyVSiUajeamlyT94osvbCsqKgwSExNTVSqV7ObmFt7U1HTd8bHTpk3zGjlyZNWYMWPqQHdDPXv27KIXXnih/NJ6b775pqP0G1ZHlWWZ1atXZ0VERFyWrDhnzhxXR0dH9Zo1a7K1Wi0mJib6pWuvdb5f27Pg6enZWlBQoA++8vPzjVxdXX+RTDBkyJCGv/3tb6rNmzebt7W1SV26dGmurKxUWFhYaK7Wo/PMM894Pvvss8VTp06t2bRpk8Wbb76pH7plZmamvVZ7ruWOBQuyLO+XJMn7ymLgwgAaK6DwKrvGAFmyLJ8DkCRpBTAauCeChbY2LZs3Z2BtbUyfPl5kZWURFRVFff3FzFdPT08WLlzIyJEjAfjiiy8oKytj48aNAMyZMwdHR8fLZvvxsNUlhp48C50cYH9LJQ6aRLwNXHGnBwp0d+phamfWnSymvLCBQcHnwduRVEUMWqUtJdIpCikgxCQSV5cSwutTmDKwB8erehDrUcn5syXIchM1NcGkpprh68svmJsbERrqyOnTxdjYdCA3V8no0WBufnm9M2dKqKhoYuLEUP1/rvvug/PndTkdjz9uTI8eHvTo4YFWK1NW1kBhYR0Zufms3tJIQaYppkolRo19OXjof/rjXpqvALp8CXPz+zA1taaxsZqcnBwOHz5Mj+7d8WxOoY9rIZurnNlX5Yl1aiO97GQcQ0Nprq7m3I4dHDnsT0HB0UuO50GHQBdOZVYQWLIJ2yAodo1gfLQ3P/7rP1RX11BTVYTcsJmGSm+sDQ1otOpEioUTTg776ZCfxcHzhnzzajO2NgpmDovDtkJCDp/MgQofentAfYiWyLadjG1TotX0Z+6r/9af39LMjcyTBRgnW6POzcW7sgjT6GhMH/s7CmfxBF8QBOGv5FZ6AO4mAwMDuaWlRbo0sACoqalR2tvbq1Uqlbxx40aLwsLC6/ZKvP322w719fXKS2+whw0bVvv666+7PvbYY5VWVlba7OxsQyMjI3nAgAH1M2bM8P73v/9dpFarpR07dlg/9NBDN+xRuKB///6177//vtPixYvPKxQKDh06ZNKzZ8+mmpoapbu7e6tSqWThwoV2be0rvPbt27fuq6++cnj66acrCgoKDI8ePWoxefLkSvj1PQt9+/ZtyMnJMU5LSzPy9vZWr1271nbZsmVXTfaeNGlSxSOPPNJh7ty5RQC2trZad3f31kWLFtnMmDGjSqvVcuzYMZPu3bs31dXVKT09PdUAixcvvsGk7jf2eyc4zwb+J0lSHvAe8I+r1HEDLv3S89vL7glHjuRTVtbI8OH+GBoq+fTTT/WBglKpZO7cuSQnJ+sDBQADAwNWrFhBz5499WUPP/wwP//882XHHhCkS0iWi8BQaiOhIQg3uZc+UCirg2X7DTm78SwVcWtoMLclxciPMwZKkqQainAnBQ1rVWrKrNzAXk2ftg0YSmryZXsmTAjln/+MZtAgM+LiICPj6p+xSxdXamvbWLq0BG9v6NTp8u1arcz+/bm4uJgTFHQxt8HERDfnfnm5Lpn6AoVCwsnJHB8/ezJKjXBxi+CtN4fy+eddsTK3Jf5gqr5ur0Ex0FIJWR9C5seUnPiJ6vPFDO03TF9nySsvkv3ic1Tu+pn7pwQwcPR9GJu6sHt3Nl8uOs3Ro/lUmHYgWxnFjp/30draAICVgyOlloakm8pUFJyip1sCWVETaXP0xsZmN71HR+jPUda6G6PTLTxaspVpmj2YaFrZYdEReYaW4mIL4rOU9Pc+iXXXYWBowtkDP1FyPo9CuZia7KN0S19E+uos9nzxGdlZ2brrQCERMikcT7twurlHE2VvgWOvPpjPeVkECoIgCMIf1tSpU8uCg4P1Cc4XzJo1qzIhIcEsLCwseOnSpbY+Pj7XndB84cKFzunp6SYXkpzfffddh7Fjx9aOHz++skuXLkEBAQEh999/v291dbWyV69ejffff39lWFhY6IgRI3xjYmL0T2Xfffddhwt5C9fyzjvvFGo0GikoKCjE398/9JVXXnEDmD17duny5cvtIiIigjIyMoxNTEy0ANOmTavu0KFDS2BgYOjMmTM9Y2Ji6q53/EudP3/ewMnJqeOXX37pNH/+fBcnJ6eOlZWVCkNDQ95///3zsbGxAf7+/qFjxoypjI6Ovup3NHPmzIra2lqDmTNnVl4oW758+blvv/3WPjAwMMTf3z90zZo11gD//Oc/CydPnuwbFRUVaGdnd80hXzdLutp4qdulvWdh0yU5CwuAfbIsr5EkaQLwmCzLg67YZzwwVJblWe3vpwExsiz/7RrneAx4DMDT0zMqNzf3jn2eG6mubuaTT47j62vLpElhAHTu3Jn49nlDV6xYwcSJE6+5f2VlJX369CE5WTeNppmZGXv27KFLly76OmtOQloRxPSEg2qZDkYSD1hCThEs2nqWTZ89RcYpXZBhYGDAxIkTeW7uHDpGRqBFpppi1nIQe00542pLUZxRsKuxHytSzDDI/ZHq8nxeeukVDh8OpaEBnnwSzK4Y/i7LMo8/fpKiIplvv43Gzk6isgHs2nsX4uOL2LAhncmTwy5LhL5g2zY4cgSiBkKeBoaEgrkWPl+eS3VzDQ+PcyMyUBcIL1iwk2ef1fUm+AS6sSXxJXyy96JqqQCFkh0HIziSEEq3iC8Z+oRuRiELcyVHXwzHs6Ez5q6BrCwayHm86DRGzbsbz+LepsHLCE6fljl9fDG5RbqRcu5hPZgy73WSqw3xssslpr8ZWw2icVHlM9Syit3rk/nf/br41t3dhhkPxjMgpIC+7js4Y2rC+y5BnI9zxGSXE1bF55klf4tV7whMXR3YllBFgsINo44SIyx2E2lYT5viQVbmJvCPGXMB6BjiyvKvxuJ33BqjViX4+MGo8eiXQRYEQRD+VCRJOinL8mUzRCQkJORERESUX2sf4a/p22+/tdmwYYP1+vXrs+/E8RMSEuwjIiK8r7bt954N6SHg2fbXq4Cvr1InH/C45L07Vx+uBIAsy18CXwJER0ffucgHKC6ux8hIiZWVCqXyl50yW7dmAjBsmG69j6qqKk6fPg2AQqFg2LBhv9jnUra2tmzbto0ePXqQl5dHQ0MDw4cP55133mHChAlYWFjQPxCSC0GdB/cHSPxUA38/0Eral+9xYvW/UbdeDEg1Gg3Lli1j2bJlDBw4kNlz5uLcLxa1NoY8k/2szjhF/I9FrFy/gOyiKv1++fn5rF59gC+/1E2HOnGibrrLCzIyJCTJDXv7dOrra0ivsmZHCgS7wNBQLfv35+LqanFZcvSleveFtXth4bfQYwQsWAst2fVYu1Qwa4YR4c4X98vPv9gF0b9HEFT/TI4peNu+iIFNFHFb6rDunInVgDBcXBIoKmqmrr6NtVZGzJ3SAmXJRBwtJnl3X454m9JjmDuSrTNDW4ypr2+jtOQjctsXjevdJxr/rCSa6+yYFW3BSStfNPV1uJu0UiF70supks9NVNQ1tZCfX4WReRlHC3vQfUw4HY0NGRtfxKuHJKy71eNpaUbK6b4MTd1LtqYryZYD0Xg2M9B+FyMtU1DUTaShqoBje7boP1/HCEec6IjRwC7g6Q1W1te9XgRBEARB+PN76KGHPPbs2WO1adOmzLtx/t87WCgE+gJ7gQHA1T70CcBfkiQfoACYBEz5vRp4PevXp1FcXI8kgZWVMTY2xtjYmGBjY4xWK5OeXsHgwR2wstKtp3HgwAF9pntUVBSWlpbXOzwA7u7ubN++nV69elFZWUl5eTmzZs3i73//O+PHj2fGjBl0cu/NyVyJju5QvuogK995nIaCiykdkiTRsWNHEi5ZZW3Xrl3s2rULh8BQfPsPIWPnWiqzrt4Lc+jQIQwMKhg40I6ff4bTpyGyfSbOlhbYvBnCwhyprz/L3oMFFNpY42ABmaVw8GgJrdnNzHnS/6qJQMU1sCoOLIPBowms8iH+jIZa4zoe6a8hxCnisvo7d14MFqy0PnjltpEb1IVs8yZyUvaRnmtHR/MEjv7kj6/bQIqKNgPw/fcwfJgZHYO74edfQ1mBLRW1Cp5r/ZSdhb1YuT0IF6UbOedP6I9/X1s6ibXBhEZ4YdlVwbmaFqIMnHjOIBR1wgmMjqQzZog3329IB6CwcDUODtHEJVrg4wNJP3tzv/cJ0vsryC+1QFMXSNfwTJpz7SlXK4hSVnJ/wyYUpSU0Fu3mZOcBpCVdXPa529gR2PaYiVj+RBAEQRCEC5YsWZLH5UP0f1d3curU5ehmOrKXJCkfeA14FPhIkiQDoJn24UOSJLmimyJ1uCzLGkmSngG2o5s6dZEsy8lXO8fv7b77/KmoaKKqqomqqmaqqppITy+noUGXuO7oaEa3bu76+nv37tW/7tev302fJzg4mE2bNjF8+HCq2xcQa2xsZMmSJSxZsgSfDr506PEI6z7OIX7H5Z0zHSI6s/SrL+jeJZpjx0/w2v/eZ8e61WjbE3TK0pMpS//l12lpqqJNMqahoQZZltmxYwcTJ04iMxO2bgVvb7Cxgd27oa4OZs5Ukprqwter8/Ef0MyT/YxRa7TM3pFLncaCI2W2OLiBbfvQJFmGE9nwcwqYGMIz90GBt5pt64vp1b+Uer9WjuaGUG9QS0RoA01SK6Wl2fohXEqFAqPWEcTneuCirCKn5QBblweRm26Hmct92NaWM6yXIwfjdMFCVnw8Px6agUXP89h6/oP6CAkppZnOoZXkJhWxqwJCLOZTVKjrtDI3NcbczocWm84Ejmgiq7mU5vIIRuSfR5G5AVV1BcSUM949Sh8sbNu2itdee5vDhyWOHgVTM4nZ0yw41XaADx2HkJYdwH6DaI7ZuKP1NmJkUCW1tj2IV8RQWF9Ea2sL2Sn5+n+D4T2nIolAQRAEQRCEP5A7ORvSteZwjLqyQJblQmD4Je+3AFuurHe3eXhY4eHxy+lEW1vbqKpqwtLy8uFJvzZYAOjevTsZGRl8//33LFq0SJ/HAJB97izZ5165rL65uTkPv/pvbKY9wymVAQZNcNyvC90+WUHvf+aQuegj1nz79WWzMhmYmRExIoiHx3fgoaDxvPjGt3y2aisA27ZtY9KkSYwZo1uRed06GDwYjh+HLl10Kz5XNLtRUptH16YibMx8iIsrxt+6mcj+AaTVSny6F/oHgp87bE6AjGLwc4QRncDcGFrcd2E9LQ+ldwUeshPNhlbsPmvP+WaJAb6nSFqxWN/Wjh3sMFU3snBhA8ERpZSZ9udUdke8oswZbbefzgansX94KusORhMXF4dWo+bM4Uo22LlgKB3ANWwginRDUgtG0lrQjKlTLQcsqvXH7+puzlnPB7G2q8E+bycJ2WFYk0tE3jHwsYHu1uDexhDDEVhYbKSuro5z585haxvPuXOdMTSEGTPAzCqI3o17qJZO8Y7jADYWDaVV1UZkZCon3M+iwA8bg0CCTfwp/+ELWlp0eUdeHdzxcbm5FZAFQRAEQRB+L+Ix5m1gZKTEyckcE5OL66Zcma/Qq1evWz6ug4MDc+bMITExkePHj/Pkk09iZfXLYGXMmDGkpKTw8bzZPGxnQIMWNtfpIsGJVvByhDeLF8wnLy+P+fPnM3v2bJb8uJq5qQWEL/warxF+lAS28uCQi6vKbd60Ba1Wi5UVDB+um/L0++/BwgIGDoQ2LRzKM8bTx47WkkJaWjQcOJCLh4clo/va8PQA8HeEZWe0TF7fwPfZWsrcIM8XPq+H/xRW8ZJsxQHHcOTmUIafreDVutX83WAfRmeSyPs+kewlF9frkzr2JaVHGDlWHYlTj8U9og8d/Wz4Z+dEhtQewH5IH3Byvmy62ZIzO0io6s3Os6YMsTuEsx0cOADnsowZ3deB46kXJzLQhnTjnJRPN+stOFc1cc7PgYjIQlQPN0P/EvCuAZMoVGZdGTVqlH6/gwdX0b8/TJoELi7okjuM+jLS8AyT/Yopa5Nps5Tp7FKEnVZLBwWEkI6nuQknq/XTHtO7Z79bvj4EQRAEQRDuNBEs3CEHDx7U5yt07tz5pvIVrkWSJLp06cKnn35KUVERP/zwA8OGDaNr166sX7+edevW4eGhywnvYARP2sCD1vCEDQSrLiYnW1tbM3v2bObPn8/08eOY4WgFWg/2NnSnTj6L89gu2FmaAFBeUcbh42cACA/XrdDc2qpbK0Gl0g0pKq2FB0e60dykZsWKJGpqWujf3xtJkrAwhvu7gLn/ObxtMvhHt1U8E3iCURaN9DA/j5HhZgIs0hlgrqDSIJb1Ps9S7uRFlOothrW8RWamJVuzLq4b4uU4AKdgLTGz6rC3aaMwG5yMawjM2QwBIdBJN5nExIkT9bkS8cf20mxmRlOhLeU5+wn0zaaiAoyNoVfns5Qdu7gYm2PX7jwUG8+AzirSI7qhsXMi2sEejAeB8QNg+hioxoAkMX78eP1+a9aspk8f+fI1KQxCQOHAUxa7mR7dynNdGpjYmsq4tiC6KkahwowCjvPzkfX6XXr36v2rrw9BEARBEIQ7RQQLd8hvGYJ0PSYmJkyePJktW7Zw9OhRRo8e/Ys6FkrwM7p8BqOrCVDB/aYW5Lb6cbLRlUbrNvr0vnjX++Gna2jT6o4zZgzMmgWBgVDfDHvSdUOKBnW1wc7OhOzsajw9rejQwUa//4HaXExt83mjVwmDnbV4K1dhrniRMhbjrMzncSNPnrGKZkxtDoVZm/i4rJUd2R3xO2tJb99aamorADAzs+D73uY8m7MTO/t0Eh2a2FXeyFGbYhZHh3JsWAwnpWLiKabURUHXAbpeHFmWqU1czZgO7hw6F0mDyTrQNtA5tIC95zdQlaGbfUxSKnn38cl0cX8VA+s3iGMKnqaROJkPA1UfMAwDpav+Cx06dCgWFrqFGrOysi5LJNcdUAKjPijkUl7yLmKyZQIWqEHVHzMc8GEw7nIP4g+l63e5dI0NQRAEQfgjSU9PN/L39w+92+04fPiwycqVK/VDLJYtW2b18ssvO9/NNv0ViGDhDrlTwcLtNsLMiFAjK3Y0hVLbYkT0yHD9trgDW9mVousdMTTU5SkA7EgBTRsMC9ctqNa1q27DhV4FgCp1LUfqcwlVNWNu5kumiTkFJgHkSF6oGxsY0JiFTXECKctexerM0zxU/jmdzldyymkm62cvJ0nppG9H9/792TD8Qb7r8yBSmRGP2O6nqyoZr+BCdvh35dtGY+LU9WRSSSrldJxycZXnzA3f81B3Y/ycOnGgyJceA7/krPtavl/Xpsu6BlzCOmFr5QMKM85pVFS2QReTa39nxsbGly2qt2rVql9WMggFhT207gJ1HBhGgsIWAAmJ0swWKstqAF2PT3Bw8M3+kwmCIAjCPU+tVt/yPnFxcaabN2/WBwtTp06tuXS1Z+HOEMHCHVBdXa2fxefX5iv8XhQSPGPtgJGkYmWtGzH39dFvyz9/mj37skm9ZJWL8xWQkAc9/C4uwtaliytPPhmNl48lTVRQIaexvHYnlcoaPGxKKZDiUGKIodSX8ipXPNMUSIc0VGVsxMb1NE4+QfgWdmFarQGTunWkXKni67Ub9Oc06D6IfI1Efy8n5gyI5kl7BV9bbeEzRxX/cnTDX+tMcbU/5nUhjNGG8ur9T6E00q0onx1/mm/ObSO0jxZT8wDWFPrxU2YX5HMXp431iOnJHt0izpxoAjOFbvjW9TzwwAP616tWreIXixtKCjDqA9pKQJfHcKlDhy4OgerZsycKhfivKAiCIPwxvP76607+/v6h/v7+oW+++aYj6NZuGjt2rHdAQEBIbGxsh7q6OgXAU0895ebr6xsaEBAQ8thjj7kDFBYWGgwdOtQ3LCwsOCwsLPjnn382A5gzZ47r5MmTvXr27Ok/duxYn44dOwbFxcUZXzhvTExM4IEDB0z37NljGhkZGRQcHBwSGRkZlJCQoGpubpbefvtt140bN9oEBQWFfPXVVzYLFiywmz59uidARkaGUffu3QMCAgJCunfvHpCZmWkEMG7cOO+HH37YIzIyMsjd3T3822+/tQHIzc01jI6ODrywgvO2bdvMf99v+d4h7lDugEvXV+jcufNVk5L/SBwUhjxoaUyB1pgEs3CCO7oB0KZto+bwUtbHa6msB60WtiSCpQn0vpgLTatUT6PTMdJYw1l+5njzHlJajOhhaoRLayiFB8yhOJjDWXEoTh7BclcZDQ29sAz6ANewl7E47IqizYaWMZM4sG4lX/QIIGvvz/rjzxw+mOfsoK8ZmJqZwLDR8Mw8pJgehKjgGRuIMYYTzbCwEvYp7PAfdJ9+/6QfdlFpUo1Hf4lay2A6B7igyr84u9SAXj051QyZLZDeCpHGYHCDIVyxsbGYm+t+rmRmZpKYmPjLSgZhoPQEo16guJizkp2dzauvvqp/L4YgCYIgCH8UBw4cMP3hhx/sTp48mRoXF5f63XffOZSXlytzcnKMn3jiibKMjIwUCwsL7f/+9z+HkpIS5ZYtW2wyMzOTMzIyUt56660igMcff9xjzpw5JUlJSanr1q07+8QTT3hfOP6ZM2dMt2/fnrVx48bscePGVS5btswWdDfvpaWlhr17926MiIhoPn78eFpqamrKa6+9VjBv3jx3Y2Nj+R//+EfhyJEjq9LS0lIeffTRqkvb/cQTT3hOmTKlIiMjI2XixIkVTz75pH6B35KSEsO4uLi0DRs2ZL722mtuAIsWLbIdOHBgTVpaWkpqampy165dG3+XL/ge9HsvyvaXcK8MQbrUAONA4ky2c7LJieAh3Uk9sxqApqzNKEpm8mOcGxEeukXVxkeD0SVXTgnxNFOFLX6oNBp2V5Xip3AjssKGAQMHcC47G0kh0SHYhVG+LrjOfJXeI0aiqKqEFYtpapX5qrmFd2O6UlBQcFm7YmJiGBcR+Mv8C1NT/UuVAoZZQIQxbKrX3fSPmTSFd7asA2DfDxv59PV3ybOqI2h4LYEaK+afuDjT0oz+PVkjwcpa3fuo6wxBusDExIQRI0awYsUKQNe70LFjx8srSQownXFZUX5+PgMGDNB/TlNTUyZPvtYsw4IgCMJfmSRJv5hu/naRZfnk1cr37t1rPnz48GpLS0stwH333Ve1Z88eC2dn59YhQ4Y0AEybNq1iwYIFjq+++mqJSqXSTpo0yeu+++6rmThxYg3AoUOHLDMzM/W/Tevr65VVVVUKgNjY2Gpzc3MZYPr06VWDBg0KmD9/fuF3331nM3LkyCqAyspK5cSJE31ycnKMJUmS1Wr1DR7hQXx8vNnWrVvPAjz55JOVb7zxhn7hq1GjRlUrlUqioqKaKyoqDAG6devW8Pjjj3ur1WrFAw88UNWjR4+mX/dN/vmJnoU7YN++ffrX90qwYCgpGW9qi5lBLdpeF8f87zmbyf3V2yiuamN7EvjYQ8jFGT9pooJaCrAjCGc5hIyas5Q0mmGzO41eUZ05l61LIpa1MmeTC5n/00n6jR6Dm6srj4wYxuubt+Pz9nyeffmflwUK9vb2vPXWW+zateuqK0FfjashzLKGadbw8rj7Lk9CjovHFxv6S17kx2fQ1KT7meDt7Y2fhxv9zUAj6xLDbZQ3951dOivSVYciXaG4uJiBAweSk5MDgEqlYuPGjXh7e9/cCQVBEAThDrvW77IrfxdLkoShoSGnT59OHTduXPX69eut+/Xr53/hGHFxcalpaWkpaWlpKaWlpWdsbGy0AGZmZvqpDn18fNTW1taaY8eOmaxdu9Z22rRplQAvvviiW9++fesyMzOTN27cmNXa2vqb7leNjY31H+rC5xs2bFj9/v37093c3Foffvhhn4ULF9r9lnP8mYlg4Ta7l/IVruRn2IX+ZqUoI0NQmeue3OdWVKEtjCcyfwdFRw7gemoxicuWkrZ+Ped27iQtcx1NxVUUZzawM/4DvsgzIO1oOrOffYriKl0PoUKp+MUPmeKSEhYfjeONrTspKSvTlzs5OfHee++Rk5PDP/7xD/1Qn5ulkMDXCCxMTRg7dqy+/IcfftC/PnjwoP71hSFAUcYQYwL9L3ZY3FBsbCym7T0c6enpTJs2jdzc3KvWLS8vZ/DgwWRkZABgaGjI2rVrGTBgwM2fUBAEQRDusAEDBtRv2bLFuq6uTlFbW6vYsmWLTf/+/euKioqMdu7caQbwww8/2Pbo0aO+pqZG0d4LUPP555/npaammgL06tWr9r///a/jhWMePnz4mn32DzzwQOVbb73lXFdXp4yJiWkCqK2tVbq7u7cCfPHFF/YX6lpaWrbV19df9d41MjKy4euvv7Zp38c2Ojq6/mr1LsjIyDByc3NTz507t/zBBx8sP3Xq1C3cAfy1iGDhNjt48CBarS5ojoyM/MPnK1xKISkZoOpCoEU5jr276Mu3lZYypHIvf48qxdnOCHVTE1XZ2eQk76Og4ARnTpfzc+Ve1pm7kFOkZdfcV6kurwZAZWzMDx8/Q/FPr/H9t4uYMn48dmZmvzi3u7s7H3/8MdnZ2cydOxezq9S5VVOmTNG/XrFiBW1tbcDlycUXgjmlBMMtdL0TN8vU1JQJEybo3y9btoyAgABeeOEFqqouDqWsrq5m6NChJCUl6c6lVLJixQqGDx/+i2MKgiAIwgWyLJ+8U3+udc5evXo1TpkypaJz587BUVFRwdOmTSuzt7dv69ChQ/OiRYvsAgICQqqqqgyef/75surqamVsbKx/QEBASO/evQP/85//5AF8+eWXeadOnTILCAgI8fX1DV24cKHDtc734IMPVm3evNl29OjRlRfKXnzxxeLXX3/dvXPnzkEXfncDDBs2rC4jI8PkQoLzpcf57LPPzn///ff2AQEBIcuXL7f79NNP86733W7fvt0iJCQkNDg4OGTDhg028+bNK7mJf5K/JOlGQyfuJdHR0XJcXNxdbcPzzz/P+++/D8DcuXN577337mp7fo3dLRt4+eN9HHthPgBDu4Wz7f6xENNTt/hZQz3U15FtdIhCuYqzzXbYaDPZmBvMqkfmUV1WCujG9W/84k0GutVD2AQw9YQVi2mrreGEfzhb406SnZ1N7969mT59OirVDaYgukUajQZ3d3dKSnT//3fu3MmAAQNwcXHRl505c4bw8PDrHea6amtrmT59Ohs2bLis3NbWlldeeYXp06czYsQIjh49Cui6bZcuXXpZICMIgiD8NUmSdFKW5ehLyxISEnIiIiLK71abhL+mhIQE+4iICO+rbRMJzrfZvZjcfKVoo34MG57NsRd07/edSqVpthcmxw/Bcd1T+QbLVmo6VnLexAdr4wxOxmn54dm/01CryxI2MzNj87JP6WtxDlwiwcwLVi6B2hqU4x+km4cX3UaOuqOfw8DAgIkTJ7JgwQJANxTJy8tLHyhYWVkRGvrb1pixtLRk/fr17N+/nxdeeIHjx3WJ05WVlcyZM4eXXnqJ1tZWff2vv/5aBAqCIAiCINwzxDCk26impuaezVe4lKVkxciAaGwCdRMJNLdq2FedB30HQ+xo5AemUjolmrNd+qAOcSKx0JZ353yjDxQsVEZsf3wyfRuPgKkjeA2E1UuhqhLGTgYPr9/ts1x6Y75mzRp2796tf9+9e/fbtr5Bnz59OHr0KCtXrqRDhw768ksDhY8//pgZM2ZcbXdBEARBEIQ/JBEs3EZX5itYW1vf3Qb9BqHKbnQdGqJ/v3XnzxAVDR0jaehgQbZFI2lqA3Yf0fKfB96hqX2MvpWVFTu+/5aePk1wNguOlsLyJVBeCmMmgneHa53yjoiJidHfvNfU1PCf//xHv+12B3OSJDFhwgRSU1P58MMPsbW11W979913eeaZZ27r+QRBEARBEO40ESzcRn+GIUgXqCQDxsdO1L9fd/wsFJ5ERiZVk8jyajtOJBmyYco/aa6uBsDGxoZdO3fSNcQIQv1h7L/AKwhqqmHUePD1v/rJ7iBJki7rXcjLu5jvdKcWQzMyMuLZZ5/l7NmzfP311/z888+88MILd+RcgiAIwp+OVqvV3tyc4YJwG7Rfb9prbRc5C7fRnylYAJjUfzJPmjxJa1MreeeLOXl8J3UmlnwqG9NYWsPpqXOoLioGwNzcnB07dhDlqIbMJOgwELx7Qwggy/xyVbXfz5QpUy7rUQBdPkNMTMwdPa+1tTUzZ868o+cQBEEQ/nSSysrKQhwcHGoUCsWfZxYa4Q9Jq9VKZWVlVkDSteqIYOE2qamp4dSpU8C9na9wKVNjE3r2682erbsAeONULTaROSio5ty01yjIygF0T9I3bNhAlK89xC8BhyDwuuTz38VAASA4OJhOnTpx+vRpfVnnzp31ayQIgiAIwh+FRqOZVVxc/HVxcXEYYgSIcOdpgSSNRjPrWhVEsHCbXJqv0KlTp3s6X+FSY2JH6YOF9PijjLDwYvcDH5B6OgfQDfNZtnQpA3p2gRNfgIkNBN9/1wOEK02ZMuWyYOFODUESBEEQhN8iKiqqFLiz0wUKwi0QEett8mcbgnRBbGys/nXuwRPse/pbTh/I0Zd99uxwHvCuhDM/QFsrhE8Cg9u7XsLtMGnSpMvei2BBEARBEAThxkSwcJvs27dP//rPFCz4+/vj4+MDQEt9KydXx+u3/fvNN3h83r+hrQXqiiB4NJhdc5HGu8rDw4MRI0YAuhmb/kz/RoIgCIIgCHeKGIZ0G9TW1nLypG7ldEmS6N27911u0e0jSRKxsbF89tlnl5X/7W9/45+vvKobbuQUAS01uiFIf2BLlixh5cqV9OjRAzs7u7vdHEEQBEEQhD880bNwGxw4cOBPs77C1Vw6FAlg8uTJfPjhh0gX8hIUij98oABga2vLk08+SURExN1uiiAIgiAIwj1BBAu/UU1NDfPmzdO/79u3711szZ0xaNAg/P11ayQMHz6cxYsX37aVjwVBEARBEIQ/LjEM6TdQq9WMHz+elJQUQDeF6IwZM+5yq24/U1NTjh8/Tnp6OjExMRd7FARBEARBEIQ/NREs/EqyLPP3v/+dHTt26Mu+/fZbwsLC7mKr7hxra2u6du16t5shCIIgCIIg/I7u2FgSSZIWSZJUKklS0iVlKyVJOt3+J0eSpNPX2Pc5SZKSJUlKkiRpuSRJxneqnb/WRx99xOeff65//9prrzFlypS72CJBEARBEARBuL3u5MDzxcBlmbGyLE+UZbmTLMudgDXA2it3kiTJDfg7EC3LchigBCZdWe9u2rRpE3PmzNG/nzx5Mq+99tpdbJEgCIIgCIIg3H53bBiSLMv7JUnyvto2STfofQIw4DrtMpEkSQ2YAoV3pJG/QkJCApMmTUKWZQC6d+/OokWLxDh+QRAEQRAE4U/nbk1p0xsokWU588oNsiwXAO8B54EioEaW5Z9/5/ZdVVFRESNGjKChoQEAb29v1q9fj7HxH26UlCAIgiAIgiD8ZncrWJgMLL/aBkmSbIDRgA/gCphJkvTgtQ4kSdJjkiTFSZIUV1ZWdkcaC9DY2MioUaPIz88HwNLSkk2bNuHo6HjHzikIgiAIgiAId9PvHixIkmQAjAVWXqPKICBbluUyWZbV6PIaelzreLIsfynLcrQsy9EODg63v8GAVqtl2rRpxMXFAaBUKvnxxx8JDQ29I+cTBEEQBEEQhD+Cu9GzMAhIk2U5/xrbzwPdJEkybc9tGAik/m6tuwq1Wo2BwcX0jo8//pihQ4fexRYJgiAIgiAIwp13xxKcJUlaDvQD7CVJygdek2X5G3QzGy2/oq4r8LUsy8NlWT4mSdJq4BSgAeKBL+9UO2+GSqVi+fLlBAQEUF9fz5NPPnk3myMIgiAIgiAIvwvpwqw+fwbR0dHyhaFCd4osy2LmI0EQBEEQfjNJkk7Kshx9t9shCNdztxKc71kiUBAEQRAEQRD+KkSwIAiCIAiCIAjCVYlgQRAEQRAEQRCEqxLBgiAIgiAIgiAIVyWCBUEQBEEQBEEQrkoEC4IgCIIgCIIgXJUIFgRBEARBEARBuKo/1ToLkiSVAbl3ux2/I3ug/G43QriniGtGuFXimhFulbhmbp6XLMsOd7sRgnA9f6pg4a9GkqQ4sZiLcCvENSPcKnHNCLdKXDOC8OcihiEJgiAIgiAIgnBVIlgQBEEQBEEQBOGqRLBwb/vybjdAuOeIa0a4VeKaEW6VuGYE4U9E5CwIgiAIgiAIgnBVomdBEARBEARBEISrEsHCH4wkSYskSSqVJCnpkrIISZKOSJKUKEnSRkmSLC/Z1rF9W3L7duP28qj291mSJC2QJEm6G59HuLNu5XqRJMlQkqQl7eWpkiT945J9xPXyFyFJkockSXvar4FkSZKebS+3lSRphyRJme1/21yyzz/ar410SZKGXlIurpu/gFu9ZiRJGixJ0sn2a+OkJEkDLjmWuGYE4R4jgoU/nsVA7BVlXwMvybIcDqwDXgCQJMkAWAo8IctyKNAPULfv8xnwGODf/ufKYwp/Dou5yesFGA+o2sujgMclSfJu3yaul78ODTBXluVgoBvwtCRJIcBLwC5Zlv2BXe3vad82CQhFd118KkmSsv1Y4rr5a7ilawbdGgsj23/WPAR8f8mxxDUjCPcYESz8wciyvB+ovKI4ENjf/noHMK799RDgjCzLCe37Vsiy3CZJkgtgKcvyEVmXlPIdMOaON1743d3i9SIDZu1BpgnQCtSK6+WvRZblIlmWT7W/rgNSATdgNLCkvdoSLl4Do4EVsiy3yLKcDWQBMeK6+eu41WtGluV4WZYL28uTAWNJklTimhGEe5MIFu4NScCo9tfjAY/21wGALEnSdkmSTkmSNK+93A3Iv2T//PYy4a/hWtfLaqABKALOA+/JslyJuF7+stp7liKBY4CTLMtFoLs5BBzbq7kBeZfsduH6ENfNX9BNXjOXGgfEy7LcgrhmBOGeJIKFe8MMdN2+JwELdE+EAQyAXsDU9r/vlyRpIHC1MaBi2qu/jmtdLzFAG+AK+ABzJUnqgLhe/pIkSTIH1gCzZVmuvV7Vq5TJ1ykX/qRu4Zq5UD8U+C/w+IWiq1QT14wg/MGJYOEeIMtymizLQ2RZjgKWA2fbN+UD+2RZLpdluRHYAnRuL3e/5BDuQCHCX8J1rpcpwDZZltWyLJcCh4BoxPXylyNJkiG6m75lsiyvbS8uaR8mQvvfpe3l+VzsnYKL14e4bv5CbvGaQZIkd3Q5U9NlWb70d5a4ZgThHiOChXuAJEmO7X8rgFeAz9s3bQc6SpJk2j4OvS+Q0t4dXCdJUrf2mSamAxvuQtOFu+A618t5YICkY4YuUTFNXC9/Le3/xt8AqbIsf3DJpp/QJaPS/veGS8ontY8590GXlHpcXDd/Hbd6zUiSZA1sBv4hy/KhC5XFNSMI9yaxKNsfjCRJy9HNamQPlACvAebA0+1V1qL7ASy3138Q+Ae6rtwtsizPay+PRjdTjgmwFfibLP6x/3Ru5XppH0LwLRCCbjjAt7Is/6/9OOJ6+YuQJKkXcABIBLTtxS+jG4P+I+CJLrAc357TgiRJ/0Q3vE2DbgjK1vZycd38BdzqNSNJ0ivofi9lXnKYIbIsl4prRhDuPSJYEARBEARBEAThqsQwJEEQBEEQBEEQrkoEC4IgCIIgCIIgXJUIFgRBEARBEARBuCoRLAiCIAiCIAiCcFUiWBAEQRAEQRAE4apEsCAIwl+SJEnWkiQ91f7aVZKk1Xe7TYIgCILwRyOmThUE4S9JkiRvYJMsy2F3uy2CIAiC8EdlcLcbIAiCcJe8A/hKknQa3eJRwbIsh0mS9DAwBlACYcD7gBEwDWgBhrcvPOULfAI4AI3Ao7Isp/3eH0IQBEEQ7iQxDEkQhL+ql4Czsix3Al64YlsYMAWIAf4PaJRlORI4Akxvr/MlutVno4DngU9/j0YLgiAIwu9J9CwIgiD80h5ZluuAOkmSaoCN7eWJQEdJksyBHsAqSZIu7KP6/ZspCIIgCHeWCBYEQRB+qeWS19pL3mv5/3bu2AShGArD6H/tncVRrKwsHce5HEDQ2gkE0QFi8Sxv9XiF6Dl9wq0CHwmZzs1VksfnVgIAfpZnSMC/eiVZz1k4xngmuVXVLklqsllyOAD4BmIB+EtjjHuSU1VdkhxnbLFPcqiqc5Jrku2S8wHAN/B1KgAA0HKzAAAAtMQCAADQEgsAAEBLLAAAAC2xAAAAtMQCAADQEgsAAEBLLAAAAK03BMnVVMwqXGEAAAAASUVORK5CYII=\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, { "data": { "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 14;\n", - " var nbb_unformatted_code = \"hindcast.remove_bias(alignment=\\\"same_verif\\\").plot()\";\n", - " var nbb_formatted_code = \"hindcast.remove_bias(alignment=\\\"same_verif\\\").plot()\";\n", + " var nbb_cell_id = 8;\n", + " var nbb_unformatted_code = \"dple3d = climpred.tutorial.load_dataset(\\\"CESM-DP-SST-3D\\\")\\nverif3d = climpred.tutorial.load_dataset(\\\"FOSI-SST-3D\\\")\\narea = dple3d[\\\"TAREA\\\"]\";\n", + " var nbb_formatted_code = \"dple3d = climpred.tutorial.load_dataset(\\\"CESM-DP-SST-3D\\\")\\nverif3d = climpred.tutorial.load_dataset(\\\"FOSI-SST-3D\\\")\\narea = dple3d[\\\"TAREA\\\"]\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -916,147 +2860,1065 @@ } ], "source": [ - "hindcast.remove_bias(alignment=\"same_verif\").plot()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We still have a trend in all of our products, so we could also detrend them as well." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Detrend\n", - "\n", - "Here we use a kitchen sink package called `esmtools`. It has a few vectorized stats functions that are `dask`-friendly." + "dple3d = climpred.tutorial.load_dataset(\"CESM-DP-SST-3D\")\n", + "verif3d = climpred.tutorial.load_dataset(\"FOSI-SST-3D\")\n", + "area = dple3d[\"TAREA\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We can leverage `xarray`'s `.map()` function to apply/map a function to all variables in our datasets." + "Here, we load in a subset of ``CESM-DPLE`` over the eastern tropical Pacific. The file includes `TAREA`, which describes the area of each cell on the curvilinear mesh." ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 9, "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", + " warnings.warn(\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", + " warnings.warn(\n" + ] }, { "data": { - "image/png": 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climpred.HindcastEnsemble

" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "application/javascript": [ + "text/html": [ + "
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<Initialized Ensemble>\n",
+       "Dimensions:     (init: 64, lead: 10, nlat: 37, nlon: 26)\n",
+       "Coordinates:\n",
+       "    TLAT        (nlat, nlon) float64 -9.75 -9.75 -9.75 ... -0.1336 -0.1336\n",
+       "    TLONG       (nlat, nlon) float64 250.8 251.9 253.1 ... 276.7 277.8 278.9\n",
+       "  * init        (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n",
+       "  * lead        (lead) int32 1 2 3 4 5 6 7 8 9 10\n",
+       "    TAREA       (nlat, nlon) float64 3.661e+13 3.661e+13 ... 3.714e+13 3.714e+13\n",
+       "    valid_time  (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n",
+       "Dimensions without coordinates: nlat, nlon\n",
+       "Data variables:\n",
+       "    SST         (init, lead, nlat, nlon) float32 -0.3323 -0.3238 ... 1.179 1.123
" ] }, "metadata": {}, "output_type": "display_data" - } - ], - "source": [ - "from climpred.stats import rm_poly\n", - "\n", - "hindcast_detrended = hindcast.map(rm_poly, deg=2, dim=\"init_or_time\")\n", - "hindcast_detrended.plot()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "And it looks like everything got detrended by a quadratic fit! That wasn't too hard." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Verify" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now that we've done our pre-processing, let's quickly compute some metrics. Check the metrics page [here](metrics.html) for all the keywords you can use. The [API](api.html#analysis-functions) is currently pretty simple for the `HindcastEnsemble`. You can essentially compute standard skill metrics and a reference persistence forecast." - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": { - "ExecuteTime": { - "end_time": "2020-01-06T18:15:55.096705Z", - "start_time": "2020-01-06T18:15:54.630606Z" - } - }, - "outputs": [ + }, { "data": { "text/html": [ - "
<xarray.Dataset>\n",
-       "Dimensions:  (lead: 10, skill: 2)\n",
-       "Coordinates:\n",
-       "  * lead     (lead) int32 1 2 3 4 5 6 7 8 9 10\n",
-       "  * skill    (skill) <U11 'initialized' 'persistence'\n",
-       "Data variables:\n",
-       "    SST      (skill, lead) float64 0.003274 0.004149 ... 0.01109 0.008786
" - ], - "text/plain": [ - "\n", - "Dimensions: (lead: 10, skill: 2)\n", + "
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<Observations>\n",
+       "Dimensions:  (time: 68, nlat: 37, nlon: 26)\n",
        "Coordinates:\n",
-       "  * lead     (lead) int32 1 2 3 4 5 6 7 8 9 10\n",
-       "  * skill    (skill) 
" ] }, - "execution_count": 16, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, @@ -1065,9 +3927,9 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 16;\n", - " var nbb_unformatted_code = \"hindcast_detrended.verify(\\n metric=\\\"mse\\\",\\n comparison=\\\"e2o\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n reference=\\\"persistence\\\",\\n)\";\n", - " var nbb_formatted_code = \"hindcast_detrended.verify(\\n metric=\\\"mse\\\",\\n comparison=\\\"e2o\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n reference=\\\"persistence\\\",\\n)\";\n", + " var nbb_cell_id = 9;\n", + " var nbb_unformatted_code = \"hindcast3d = HindcastEnsemble(dple3d)\\nhindcast3d = hindcast3d.add_observations(verif3d)\\nhindcast3d\";\n", + " var nbb_formatted_code = \"hindcast3d = HindcastEnsemble(dple3d)\\nhindcast3d = hindcast3d.add_observations(verif3d)\\nhindcast3d\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -1089,37 +3951,27 @@ } ], "source": [ - "hindcast_detrended.verify(\n", - " metric=\"mse\",\n", - " comparison=\"e2o\",\n", - " dim=\"init\",\n", - " alignment=\"same_verif\",\n", - " reference=\"persistence\",\n", - ")" + "hindcast3d = HindcastEnsemble(dple3d)\n", + "hindcast3d = hindcast3d.add_observations(verif3d)\n", + "hindcast3d" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Here we leverage `xarray`'s plotting method to compute Mean Absolute Error and the Anomaly Correlation Coefficient against the ERSST observations, as well as the equivalent metrics computed for persistence forecasts for each of those metrics." + "Now we can perform an area-weighting operation with the `HindcastEnsemble` object and the area {py:class}`xarray.DataArray`. `climpred` cycles through all of the datasets appended to the {py:class}`.HindcastEnsemble` and applies them. You can see below that the dimensionality is reduced to single time series without spatial information." ] }, { "cell_type": "code", - "execution_count": 17, - "metadata": { - "ExecuteTime": { - "end_time": "2020-01-06T18:15:57.438157Z", - "start_time": "2020-01-06T18:15:56.024458Z" - } - }, + "execution_count": 10, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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climpred.HindcastEnsemble

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<Initialized Ensemble>\n",
+       "Dimensions:     (init: 64, lead: 10)\n",
+       "Coordinates:\n",
+       "  * init        (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n",
+       "  * lead        (lead) int32 1 2 3 4 5 6 7 8 9 10\n",
+       "    valid_time  (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n",
+       "Data variables:\n",
+       "    SST         (init, lead) float64 -0.3539 0.1947 0.3623 ... 0.662 1.016 1.249
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<Observations>\n",
+       "Dimensions:  (time: 68)\n",
+       "Coordinates:\n",
+       "  * time     (time) object 1948-01-01 00:00:00 ... 2015-01-01 00:00:00\n",
+       "Data variables:\n",
+       "    SST      (time) float64 24.76 24.48 23.73 24.68 ... 24.78 24.21 24.92 25.95
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 10;\n", + " var nbb_unformatted_code = \"hindcast3d_aw = (hindcast3d * area).sum([\\\"nlat\\\", \\\"nlon\\\"]) / area.sum([\\\"nlat\\\", \\\"nlon\\\"])\\nhindcast3d_aw\";\n", + " var nbb_formatted_code = \"hindcast3d_aw = (hindcast3d * area).sum([\\\"nlat\\\", \\\"nlon\\\"]) / area.sum([\\\"nlat\\\", \\\"nlon\\\"])\\nhindcast3d_aw\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "hindcast3d_aw = (hindcast3d * area).sum([\"nlat\", \"nlon\"]) / area.sum([\"nlat\", \"nlon\"])\n", + "hindcast3d_aw" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**NOTE**: Be careful with the arithmetic operations. Some of the behavior can be unexpected in combination with the fact that generic `xarray` methods can be applied to `climpred` objects. For instance, one might be interested in removing a climatology from the verification data to move it to anomaly space. It's safest to do anything like climatology removal before constructing `climpred` objects.\n", + "\n", + "Naturally, they would remove some climatology time slice as we do here below. However, note that in the below example, the intialized ensemble returns all zeroes for `SST`. The reasoning here is that when `hindcast.sel(time=...)` is called, `climpred` only applies that slicing to datasets that include the `time` dimension. Thus, it skips the initialized ensemble and returns the original dataset untouched. This feature is advantageous for cases like `hindcast.mean('member')`, where it takes the ensemble mean in all cases that ensemble members exist. So when it performs `hindcast - hindcast.sel(time=...)`, it subtracts the identical initialized ensemble from itself returning all zeroes. We are hoping to implement a fix to this issue in the future.\n", + "\n", + "In short, any sort of bias correcting or drift correction can also be done _prior_ to instantiating a {py:class}`.PredictionEnsemble` object. Alternatively, detrending or removing a mean state can also be done _after_ instantiating a {py:class}`.PredictionEnsemble` object. Also consider {py:meth}`.HindcastEnsemble.remove_bias` and {py:meth}`.HindcastEnsemble.remove_seasonality`. But beware of unintuitive behaviour. Removing a `time` anomaly in {py:class}`.PredictionEnsemble`, does not modify `initialized` and therefore returns all `0`s." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/aaron.spring/Coding/climpred/climpred/classes.py:703: UserWarning: Error due to initialized: xr.sel((), {'time': slice('1960', '2014', None)}) failed\n", + "KeyError: 'time is not a valid dimension or coordinate'\n", + " warnings.warn(f\"Error due to initialized: {msg}\")\n", + "/Users/aaron.spring/Coding/climpred/climpred/classes.py:703: UserWarning: Error due to initialized: xr.mean(('time',), {}) failed\n", + "ValueError: Dataset does not contain the dimensions: ['time']\n", + " warnings.warn(f\"Error due to initialized: {msg}\")\n" + ] + }, + { + "data": { + "text/html": [ + "

climpred.HindcastEnsemble

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<Initialized Ensemble>\n",
+       "Dimensions:     (nlat: 37, nlon: 26, init: 64, lead: 10)\n",
+       "Coordinates:\n",
+       "    TLAT        (nlat, nlon) float64 -9.75 -9.75 -9.75 ... -0.1336 -0.1336\n",
+       "    TLONG       (nlat, nlon) float64 250.8 251.9 253.1 ... 276.7 277.8 278.9\n",
+       "  * init        (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n",
+       "  * lead        (lead) int32 1 2 3 4 5 6 7 8 9 10\n",
+       "    TAREA       (nlat, nlon) float64 3.661e+13 3.661e+13 ... 3.714e+13 3.714e+13\n",
+       "    valid_time  (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n",
+       "Dimensions without coordinates: nlat, nlon\n",
+       "Data variables:\n",
+       "    SST         (init, lead, nlat, nlon) float32 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0
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<Observations>\n",
+       "Dimensions:  (nlat: 37, nlon: 26, time: 68)\n",
+       "Coordinates:\n",
+       "    TLAT     (nlat, nlon) float64 -9.75 -9.75 -9.75 ... -0.1336 -0.1336 -0.1336\n",
+       "    TLONG    (nlat, nlon) float64 250.8 251.9 253.1 254.2 ... 276.7 277.8 278.9\n",
+       "  * time     (time) object 1948-01-01 00:00:00 ... 2015-01-01 00:00:00\n",
+       "    TAREA    (nlat, nlon) float64 3.661e+13 3.661e+13 ... 3.714e+13 3.714e+13\n",
+       "Dimensions without coordinates: nlat, nlon\n",
+       "Data variables:\n",
+       "    SST      (time, nlat, nlon) float32 0.01611 0.01459 0.0161 ... 1.543 1.49
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climpred.HindcastEnsemble

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<Initialized Ensemble>\n",
+       "Dimensions:     (lead: 10, init: 64)\n",
+       "Coordinates:\n",
+       "  * lead        (lead) int32 1 2 3 4 5 6 7 8 9 10\n",
+       "  * init        (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n",
+       "    valid_time  (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n",
+       "Data variables:\n",
+       "    SST         (init, lead) float64 -0.2046 -0.1688 -0.1335 ... 0.6326 0.6463
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<Observations>\n",
+       "Dimensions:  (time: 61)\n",
+       "Coordinates:\n",
+       "  * time     (time) object 1955-01-01 00:00:00 ... 2015-01-01 00:00:00\n",
+       "Data variables:\n",
+       "    SST      (time) float32 -0.3864 -0.3373 -0.17 ... 0.2632 0.3611 0.4653
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 12;\n", + " var nbb_unformatted_code = \"hindcast - hindcast.sel(time=slice(\\\"1960\\\", \\\"2014\\\")).mean(\\\"time\\\").sel(\\n init=slice(\\\"1960\\\", \\\"2014\\\")\\n).mean(\\\"init\\\")\";\n", + " var nbb_formatted_code = \"hindcast - hindcast.sel(time=slice(\\\"1960\\\", \\\"2014\\\")).mean(\\\"time\\\").sel(\\n init=slice(\\\"1960\\\", \\\"2014\\\")\\n).mean(\\\"init\\\")\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "hindcast - hindcast.sel(time=slice(\"1960\", \"2014\")).mean(\"time\").sel(\n", + " init=slice(\"1960\", \"2014\")\n", + ").mean(\"init\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note: Thinking in initialization space is not very intuitive and such combined `init` and `time` operations can lead to unanticipated changes in the {py:class}`.PredictionEnsemble`. The safest way is subtracting means before instantiating {py:class}`.PredictionEnsemble` or use {py:meth}`.HindcastEnsemble.remove_bias`." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### ``PredictionEnsemble.plot()``" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "{py:meth}`.PredictionEnsemble.plot()` showings all datasets associated if only `member`, `init` and `lead` dimensions are present." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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27Akceq6amhrVtGnTUgDPaIXRaDQbjUZzUFBQ+qOPPhoFAE8//XSExWIxGQwG8yOPPBLtzfv4449H6vV6i9VqTT5//rx6ItfY1dUlLF26VJ+ammoymUwDdaupqVFZrdZks9lsMpvNptLSUh8AkGUZq1atitPr9ZbZs2cbWlpaxn2ToJiYGGnOnDm9SqVyxLUov/rVr0LWrFkT6/28ZcuW0IKCglgA2L59e3BqaqrJaDSaly1bFu8NAJYvXx5nsVhMSUlJKYO/l5iYmNT169fHmM1m06uvvjqu0Y/RTMZzFgghhBBCyBiOFv/Fv/VKu/JGlhkSHeT6mx/P6hpv+rNnz2pPnjz5mV6vd1mtVmNpaanvwoULbd7j27dvb9y1a1d4dXX1maF5dTqdfODAgdrg4GC5qalJMXPmTOOyZcs6BGH4vup9+/bVA8C5c+dUOTk509atW9f69ttv+9fW1mpOnTp1lnOO+fPnJ73//vu+vr6+8v79+4MrKyvPuFwuTJ8+3ZyRkdELAC+88EIYAGzcuLF5pOt68skno7Kzs7vefPPNupaWFjEzM9OUl5fXFR0dLX300UfndDodr6ysVN9///1Tq6qqzu7evTuwtrZWXVtbW9XQ0KBMTU1NWb16dSsAFBQUxB47dsxv6DmWLFnStnnz5qvj+Z4feOCBdovFEuVwOBrUajXfs2dP6I4dO+o//fRTTXFxcXBZWVm1Wq3mK1asiHvppZdCHn744datW7c2RkREuCVJwuzZs5M//vhj7cyZM/sAICQkRDpz5szZ8Zx7LBQsEEIIIYSQYaWmpvYkJia6ACAlJaX3woULqvHmlWWZFRYWTjl+/LivIAi4fv26qqGhQREXFzfi3Jje3l6Wn5+fuHXr1ksGg8H54osvhh89etTfbDab+48L1dXVmu7ubuGuu+7q8PPzkwFgwYIFHd4yRgsSvA4fPuz/wQcfBBYVFUUCgMPhYLW1tar4+HhXQUFB/JkzZ7SCIKC+vl4NAEeOHPG799572xQKBfR6vWvWrFnd3rJ27tx5ebzfyUgCAgLkO+64o3vfvn0BqampdpfLxbKysvo2b94cVlVVpUtPTzcBgN1uF8LDwyUAeP3114N37doVKkkSa25uVlZUVGi8wcKqVavav26dvChYIIQQQgi5DU1kBOBmUavVA1NnRFGEJElsvHl37NgR3NraqqisrDyrVqt5TExMal9f36hT4FeuXBl/9913ty9atKgbADjnKCwsbHrsscdaBqd75plnwid6LYNxzlFcXFybnp7uGLx/w4YN0eHh4a633nrroizL0Gq11rHKuhEjCwCwdu3almeffTbSYDDYV6xY0dJfT7Z06dLW3/zmN42D01ZXV6u2bdsWUV5efjYsLMydn5+vt9vtA9+tN4i6EWjNAiGEEEII+coUCgV3OBxfCiI6OzvF0NBQl1qt5u+++67flStXRh2VeO6558JsNps4uIGdm5vbtXv37tDOzk4BAC5evKhsbGxUzJ071/bee+8F2mw21t7eLpSWlgZOpM7Z2dldW7ZsifCuwTh27JjWW+eoqCiXKIrYvn17iNvtBgDMmTOnu7i4OFiSJNTX1yuPHz8+EBzs3LnzcnV19Zmh20QCBQCYO3duT1NTk2r//v0hBQUFbQCQk5PTVVJSEtTY2KgAgGvXronnzp1Ttbe3i1qtVg4ODnZfvnxZcfjw4YCJnGsiaGSBEEIIIYR8ZcuXL282mUxmi8XS+84771z07n/wwQfbcnNzkwwGgzktLa03ISHBPlo527Zti1QqldxoNJoBYM2aNc0bN25sPn36tGbGjBlGwLMOYu/evRfvvPPO3sWLF7dZLJaUkJAQV1paWo+3nPGsWXj++eevrF27Ns5oNJplWWaxsbGOQ4cO1RYWFl7Pz89PfOONN0Lmzp3bqdVqZQBYuXJlx4cffuiflJRkiY6OdmRkZNhGKnuoS5cuKWbMmGHu6ekRGWN8x44dEWfPnq0KDg7+Uu//okWL2k+dOqULCwtzA4DVarU/9dRTjfPmzTPIsgylUsmLioouzZs3r8disfQmJiZaoqKinFarddz1mSjG+bfnIYGZmZm8rKxssqtBCCGEEDImxlg55zxz8L6Kioq69PT0lpHykG+37OzspMLCwmv33HNP99ipb5yKiorQ9PR0/XDHaBoSIYQQQgghk6ilpUXU6/UWjUYj3+pAYSw0DYkQQgghhJBJFBoa6q6rq6ua7HoMh0YWCCGEEEIIIcOiYIEQQgghhBAyLAoWCCGEEEIIIcOiYIEQQgghhBAyrJsWLDDGXmWMXWeMVQ3a93PGWCNj7GT/dtcIeXMYYzWMsVrG2BM3q46EEEIIIeSLMjIyjGOlue++++LLy8s1APDEE09ETjS/TqfLAIC6ujplTk7O1K9aV68NGzZEb9q0KWK0NCUlJX7Z2dlJX/dcAJCfn69/7bXXgsaT9j//8z+DDQaD2WAwmDMyMox/+ctftDeiDrfKzRxZ2AUgZ5j9/845n96/vTf0IGNMBPAbALkAzADuZ4yZb2I9CSGEEEJIvxMnTlSPlWbfvn31VqvVDgBFRUVRE83vpdfrXQcPHvxs4rX85khKSnIcO3as5ty5c2f++Z//+cq6devib9W5JUn62mXctGCBc34UQNtXyJoFoJZz/hnn3AngDQD33NDKEUIIIYSQYXl7/UtKSvyysrKSc3JypiYkJKTk5eUlyLLnocNZWVnJR48e1T300EMxDodDMBqN5ry8vITB+Ts7O4VZs2YZzGazyWAwmPfs2RM49Fw1NTWqadOmpQCe0Qqj0Wg2Go3moKCg9EcffTQKAJ5++ukIi8ViMhgM5kceeSTam/fxxx+P1Ov1FqvVmnz+/Hn1RK6xq6tLWLp0qT41NdVkMpkG6lZTU6OyWq3JZrPZZDabTaWlpT4AIMsyVq1aFafX6y2zZ882tLS0jPvxAz/60Y96vE9kzs7O7rl69apqaJpf/epXIWvWrIn1ft6yZUtoQUFBLABs3749ODU11WQ0Gs3Lli2L9wYAy5cvj7NYLKakpKSUwd9LTExM6vr162PMZrPp1VdfHdfox2gm4zkLDzPGVgEoA/Ao57x9yPEYAJcHfW4AMHOkwhhjawGsBYC4uLgbXFVCCCGEkMnx0QeV/m3Xu5U3sszgcD/XDxamdo03/dmzZ7UnT578TK/Xu6xWq7G0tNR34cKFNu/x7du3N+7atSu8urr6zNC8Op1OPnDgQG1wcLDc1NSkmDlzpnHZsmUdgjB8X/W+ffvqAeDcuXOqnJycaevWrWt9++23/WtrazWnTp06yznH/Pnzk95//31fX19fef/+/cGVlZVnXC4Xpk+fbs7IyOgFgBdeeCEMADZu3Ng80nU9+eSTUdnZ2V1vvvlmXUtLi5iZmWnKy8vrio6Olj766KNzOp2OV1ZWqu+///6pVVVVZ3fv3h1YW1urrq2trWpoaFCmpqamrF69uhUACgoKYo8dO+Y39BxLlixp27x589XB+/7jP/4jNDs7u3No2gceeKDdYrFEORyOBrVazffs2RO6Y8eO+k8//VRTXFwcXFZWVq1Wq/mKFSviXnrppZCHH364devWrY0RERFuSZIwe/bs5I8//lg7c+bMPgAICQmRzpw5c3ak65+IWx0s/CeAXwDg/a9bAKz5OgVyzl8G8DIAZGZm8q9bQUIIIYQQ4pGamtqTmJjoAoCUlJTeCxcufKlXfCSyLLPCwsIpx48f9xUEAdevX1c1NDQo4uLiRpwb09vby/Lz8xO3bt16yWAwOF988cXwo0eP+pvNZnP/caG6ulrT3d0t3HXXXR1+fn4yACxYsKDDW8ZoQYLX4cOH/T/44IPAoqKiSABwOBystrZWFR8f7yooKIg/c+aMVhAE1NfXqwHgyJEjfvfee2+bQqGAXq93zZo1a+Apyzt37rw80nkGe/fdd/327NkT+uc///lL07QCAgLkO+64o3vfvn0BqampdpfLxbKysvo2b94cVlVVpUtPTzcBgN1uF8LDwyUAeP3114N37doVKkkSa25uVlZUVGi8wcKqVauGdsZ/Zbc0WOCcX/O+Z4z9FkDJMMkaAcQO+jylfx8hhBBCyHfGREYAbha1Wj3QESuKIiRJYuPNu2PHjuDW1lZFZWXlWbVazWNiYlL7+vpGnQK/cuXK+Lvvvrt90aJF3QDAOUdhYWHTY4891jI43TPPPBM+0WsZjHOO4uLi2vT0dMfg/Rs2bIgODw93vfXWWxdlWYZWq7WOVdZ4RhY+/vhj7UMPPRR/4MCB85GRke7hylm7dm3Ls88+G2kwGOwrVqxo6a8nW7p0aetvfvObL7SFq6urVdu2bYsoLy8/GxYW5s7Pz9fb7faB79YbRN0It/TWqYyxwQtgFgMY7rHWnwCYxhhLYIypAPw9gHduRf0IIYQQQsjEKBQK7nA4vhREdHZ2iqGhoS61Ws3fffddvytXrow6KvHcc8+F2Ww2cfDUndzc3K7du3eHdnZ2CgBw8eJFZWNjo2Lu3Lm29957L9Bms7H29nahtLQ0cCJ1zs7O7tqyZUuEdw3GsWPHtN46R0VFuURRxPbt20Pcbk+7fs6cOd3FxcXBkiShvr5eefz48YHgYOfOnZerq6vPDN2813H+/HnV0qVLE1999dWLaWlpji/XxmPu3Lk9TU1Nqv3794cUFBS0AUBOTk5XSUlJUGNjowIArl27Jp47d07V3t4uarVaOTg42H358mXF4cOHAyZy/RNx00YWGGO/B/BDAKGMsQYA/wLgh4yx6fBMQ6oDsK4/bTSAVzjnd3HOJcbYwwA+ACACeJVzfvpm1ZMQQgghhHx1y5cvbzaZTGaLxdL7zjvvXPTuf/DBB9tyc3OTDAaDOS0trTchIcE+Wjnbtm2LVCqV3Gg0mgFgzZo1zRs3bmw+ffq0ZsaMGUbAsw5i7969F++8887exYsXt1kslpSQkBBXWlpaj7ec8axZeP7556+sXbs2zmg0mmVZZrGxsY5Dhw7VFhYWXs/Pz0984403QubOndup1WplAFi5cmXHhx9+6J+UlGSJjo52ZGRk2EYqe6innnoqqqOjQ/HTn/40HvAEV1VVVcOuJ1i0aFH7qVOndN4F0Var1f7UU081zps3zyDLMpRKJS8qKro0b968HovF0puYmGiJiopyWq3Wcddnohjn355p/pmZmbysrGyyq0EIIYQQMibGWDnnPHPwvoqKirr09PSWkfKQb7fs7OykwsLCa/fcc0/32KlvnIqKitD09HT9cMfoCc6EEEIIIYRMopaWFlGv11s0Go18qwOFsUzGrVMJIYQQQggh/UJDQ911dXXDreWddDSyQAghhBBCCBkWBQuEEEIIIYSQYVGwQAghhBBCCBkWBQuEEEIIIYSQYVGwQAghhBBCBmRkZBjHSnPffffFl5eXawDgiSeeiJxofp1OlwEAdXV1ypycnKlfta5eGzZsiN60aVPEaGlKSkr8srOzk77uuQAgPz9f/9prrwWNJ+2ePXsCDQaD2Wg0mi0Wi+mDDz7wvRF1uFUoWCCEEEIIIQNOnDhRPVaaffv21VutVjsAFBUVRU00v5der3cdPHjws4nX8pvj7rvv7vI+1Xnnzp11//iP/xh/q84tSdLXLoOCBUIIIYQQMsDb619SUuKXlZWVnJOTMzUhISElLy8vQZZlAEBWVlby0aNHdQ899FCMw+EQjEajOS8vL2Fw/s7OTmHWrFkGs9lsMhgM5j179gQOPVdNTY1q2rRpKYBntMJoNJqNRqM5KCgo/dFHH40CgKeffjrCYrGYDAaD+ZFHHon25n388ccj9Xq9xWq1Jp8/f149kWvs6uoSli5dqk9NTTWZTKaButXU1KisVmuy2Ww2mc1mU2lpqQ8AyLKMVatWxen1esvs2bMNLS0t4378QEBAgCwIniZ3d3e3wBj7UprCwsLoZ555Jtz7+ac//WnML37xi/DRrn/+/PmJKSkppqSkpJQXX3wx1Ltfp9Nl/OQnP5mSnJxs/vDDD7/2KAY9Z4EQQggh5DZ0+H9q/FtbbcobWWZIiK/rh3cmd403/dmzZ7UnT578TK/Xu6xWq7G0tNR34cKFNu/x7du3N+7atSu8urr6zNC8Op1OPnDgQG1wcLDc1NSkmDlzpnHZsmUd3obzUPv27asHgHPnzqlycnKmrVu3rvXtt9/2r62t1Zw6deos5xzz589Pev/99319fX3l/fv3B1dWVp5xuVyYPn26OSMjoxcAXnjhhTAA2LhxY/NI1/Xkk09GZWdnd7355pt1LS0tYmZmpikvL68rOjpa+uijj87pdDpeWVmpvv/++6dWVVWd3b17d2Btba26tra2qqGhQZmampqyevXqVgAoKCiIPXbsmN/QcyxZsqRt8+bNVwHgd7/7XeC//Mu/xLS1tSnfeuut80PTrl+/vmXx4sWJmzZtuu52u/GHP/wh6JNPPjk70vXn5uba9u7dWxcREeG22WwsIyPDvGLFivbIyEh3X1+fMHPmzJ7f/va3DWP8eceFggVCCCGEEDKs1NTUnsTERBcApKSk9F64cEE13ryyLLPCwsIpx48f9xUEAdevX1c1NDQo4uLiRpwb09vby/Lz8xO3bt16yWAwOF988cXwo0eP+pvNZnP/caG6ulrT3d0t3HXXXR1+fn4yACxYsKDDW8ZoQYLX4cOH/T/44IPAoqKiSABwOBystrZWFR8f7yooKIg/c+aMVhAE1NfXqwHgyJEjfvfee2+bQqGAXq93zZo1a+Apyzt37rw81vlWrVrVsWrVqo7333/fd9OmTTHz588/N/h4cnKyMzAwUDp27Ji2qalJmZKS0hsZGek+ePCg/3DXn5uba/vlL38ZceDAgUAAuHr1qvL06dOayMjIHlEUsXr16vax6jReFCwQQgghhNyGJjICcLOo1WrufS+KIiRJ+vIcmhHs2LEjuLW1VVFZWXlWrVbzmJiY1L6+vlGnwK9cuTL+7rvvbl+0aFE3AHDOUVhY2PTYY4+1DE43eMrOV8E5R3FxcW16erpj8P4NGzZEh4eHu956662LsixDq9VaxyprPCMLXrm5ubaf/OQn6qamJkVUVNQXgqYHHnig5ZVXXgm9fv268oEHHmj11nO46y8pKfE7cuSIX1lZWbWfn5+clZWV7P1uVSqVrFDcuCY+rVkghBBCCCFfmUKh4A6H40tBRGdnpxgaGupSq9X83Xff9bty5cqooxLPPfdcmM1mEwc3sHNzc7t2794d2tnZKQDAxYsXlY2NjYq5c+fa3nvvvUCbzcba29uF0tLSwInUOTs7u2vLli0R3jUYx44d03rrHBUV5RJFEdu3bw9xu90AgDlz5nQXFxcHS5KE+vp65fHjxweCg507d172LmAevHmvo6qqSu09z//8z//onE4ni4iI+NLoysqVKzsOHToUUFFR4ZOfn9852vV3dHSIAQEBbj8/P/nEiROaiooKn4lc/0TQyAIhhBBCCPnKli9f3mwymcwWi6X3nXfeuejd/+CDD7bl5uYmGQwGc1paWm9CQoJ9tHK2bdsWqVQqudFoNAPAmjVrmjdu3Nh8+vRpzYwZM4yAZx3E3r17L9555529ixcvbrNYLCkhISGutLS0Hm8541mz8Pzzz19Zu3ZtnNFoNMuyzGJjYx2HDh2qLSwsvJ6fn5/4xhtvhMydO7dTq9XKgKch/+GHH/onJSVZoqOjHRkZGbaRyh7q97//fdC+fftCFAoF12g08u7duz8bbt2GRqPhs2fP7goMDHR7RwaWLFnSNdz15+fnd7788sthU6dOTZk6dao9PT2950sF3iCMcz52qm+IzMxMXlZWNtnVIIQQQggZE2OsnHOeOXhfRUVFXXp6estIeci3l9vtRkpKivnNN9+8kJqa6hg7x41TUVERmp6erh/uGE1DIoQQQgghZBKVl5dr4uPjU3/wgx903epAYSw0DYkQQgghhJBJZLVa7Q0NDZWTXY/h3LSRBcbYq4yx64yxqkH7/o0xVs0YO8UY288YCxwhbx1jrJIxdpIxRvOKCCGEEEIImQQ3cxrSLgA5Q/aVArBwztMAnAPwz6Pkz+acTx86l48QQgghhBBya9y0YIFzfhRA25B9f+Sce28VdRzAlJt1fkIIIYQQQsjXM5kLnNcAeH+EYxzAHxlj5YyxtaMVwhhbyxgrY4yVNTeP+cA+QgghhBBCyDhNSrDAGPs/ACQAe0dIcifn/HsAcgH8L8bY34xUFuf8Zc55Juc8Myws7CbUlhBCCCHkuyMjI8M4Vpr77rsvvry8XAMATzzxRORE8+t0ugwAqKurU+bk5Ez9qnX12rBhQ/SmTZsiRktTUlLil52dnfR1zwUA+fn5+tdeey1oInmOHDmiUygU1onmm2y3PFhgjK0G8HcAlvMRHvLAOW/sf70OYD+ArFtWQUIIIYSQ77ATJ05Uj5Vm37599Var1Q4ARUVFURPN76XX610HDx78bOK1/GaRJAmPP/74lDvuuKPzVp/367qlwQJjLAfARgB5nPPeEdL4MMb8vO8BLABQNVxaQgghhBByY3l7/UtKSvyysrKSc3JypiYkJKTk5eUlyLIMAMjKyko+evSo7qGHHopxOByC0Wg05+XlJQzO39nZKcyaNctgNptNBoPBvGfPnsCh56qpqVFNmzYtBfCMVhiNRrPRaDQHBQWlP/roo1EA8PTTT0dYLBaTwWAwP/LII9HevI8//nikXq+3WK3W5PPnz6snco1dXV3C0qVL9ampqSaTyTRQt5qaGpXVak02m80ms9lsKi0t9QEAWZaxatWqOL1eb5k9e7ahpaVlQo8f2Lx5c/g999zTHhoaOmzrvbCwMPqZZ54J937+6U9/GvOLX/wifLTrnz9/fmJKSoopKSkp5cUXXwz17tfpdBk/+clPpiQnJ5s//PBD34nUczg37TkLjLHfA/ghgFDGWAOAf4Hn7kdqAKWMMQA4zjn/R8ZYNIBXOOd3AYgAsL//uALA/+WcH7xZ9SSEEEIIuR396dNz/s2dPcobWWZYgI9r/vcMXeNNf/bsWe3Jkyc/0+v1LqvVaiwtLfVduHChzXt8+/btjbt27Qqvrq4+MzSvTqeTDxw4UBscHCw3NTUpZs6caVy2bFmHIAzfV71v3756ADh37pwqJydn2rp161rffvtt/9raWs2pU6fOcs4xf/78pPfff9/X19dX3r9/f3BlZeUZl8uF6dOnmzMyMnoB4IUXXggDgI0bN464mPXJJ5+Mys7O7nrzzTfrWlpaxMzMTFNeXl5XdHS09NFHH53T6XS8srJSff/990+tqqo6u3v37sDa2lp1bW1tVUNDgzI1NTVl9erVrQBQUFAQe+zYMb+h51iyZEnb5s2br168eFH57rvvBh0/frzm3nvv9RmuPuvXr29ZvHhx4qZNm6673W784Q9/CPrkk0/OjnT9ubm5tr1799ZFRES4bTYby8jIMK9YsaI9MjLS3dfXJ8ycObPnt7/9bcOof9xxumnBAuf8/mF27xwh7RUAd/W//wxA+s2qFyGEEEIIGZ/U1NSexMREFwCkpKT0XrhwQTXevLIss8LCwinHjx/3FQQB169fVzU0NCji4uJGnBvT29vL8vPzE7du3XrJYDA4X3zxxfCjR4/6m81mc/9xobq6WtPd3S3cddddHX5+fjIALFiwoMNbxmhBgtfhw4f9P/jgg8CioqJIAHA4HKy2tlYVHx/vKigoiD9z5oxWEATU19erAeDIkSN+9957b5tCoYBer3fNmjWr21vWzp07L492roceeij2+eefbxBFccQ0ycnJzsDAQOnYsWPapqYmZUpKSm9kZKT74MGD/sNdf25uru2Xv/xlxIEDBwIB4OrVq8rTp09rIiMje0RRxOrVq9vH+g7Gi57gTAghhBByG5rICMDNolarB9aXiqIISZLYePPu2LEjuLW1VVFZWXlWrVbzmJiY1L6+vlGnwK9cuTL+7rvvbl+0aFE3AHDOUVhY2PTYY4+1DE43eMrOV8E5R3FxcW16erpj8P4NGzZEh4eHu956662LsixDq9VaxyprrJGFU6dO+axatWoqALS3tysOHToUoFAo+MqVKzsGp3/ggQdaXnnlldDr168rH3jggVZvPYe7/pKSEr8jR474lZWVVfv5+clZWVnJ3u9WpVLJCsWNa+JP5q1TCSGEEELIN5xCoeAOh+NLQURnZ6cYGhrqUqvV/N133/W7cuXKqKMSzz33XJjNZhM3b9581bsvNze3a/fu3aGdnZ0CAFy8eFHZ2NiomDt3ru29994LtNlsrL29XSgtLQ2cSJ2zs7O7tmzZEuFdg3Hs2DGtt85RUVEuURSxffv2ELfbDQCYM2dOd3FxcbAkSaivr1ceP358IDjYuXPn5erq6jNDN+91NDY2Vnq33Nzc9i1btlwaGigAwMqVKzsOHToUUFFR4ZOfn9852vV3dHSIAQEBbj8/P/nEiROaioqKYac33Qg0skAIIYQQQr6y5cuXN5tMJrPFYul95513Lnr3P/jgg225ublJBoPBnJaW1puQkGAfrZxt27ZFKpVKbjQazQCwZs2a5o0bNzafPn1aM2PGDCPgWQexd+/ei3feeWfv4sWL2ywWS0pISIgrLS2tx1vOeNYsPP/881fWrl0bZzQazbIss9jYWMehQ4dqCwsLr+fn5ye+8cYbIXPnzu3UarUy4GnIf/jhh/5JSUmW6OhoR0ZGhm2ksr8qjUbDZ8+e3RUYGOj2jgwsWbKka7jrz8/P73z55ZfDpk6dmjJ16lR7enp6z6iFfw1shLuXfiNlZmbysrKyya4GIYQQQsiYGGPlnPPMwfsqKirq0tPTW0bKQ7693G43UlJSzG+++eaF1NRUx9g5bpyKiorQ9PR0/XDHaBoSIYQQQgghk6i8vFwTHx+f+oMf/KDrVgcKY6FpSIQQQgghhEwiq9Vqb2hoqJzsegyHRhYIIYQQQgghw6JggRBCCCGEEDIsChYIIYQQQgghw6JggRBCCCGEEDIsChYIIYQQQsiAjIwM41hp7rvvvvjy8nINADzxxBORE82v0+kyAKCurk6Zk5Mz9avW1WvDhg3RmzZtihgtTUlJiV92dnbS1z0XAOTn5+tfe+21oPGkLSkp8fPz85tuNBrNRqPR/E//9E9RN6IOtwrdDYkQQgghhAw4ceJE9Vhp9u3bV+99X1RUFPX8888PPHV5PPm99Hq96+DBg59NvJbfLJmZmbZDhw7V3urzSpIE7wPevioaWSCEEEIIIQO8vf4lJSV+WVlZyTk5OVMTEhJS8vLyEmRZBgBkZWUlHz16VPfQQw/FOBwOwWg0mvPy8hIG5+/s7BRmzZplMJvNJoPBYN6zZ0/g0HPV1NSopk2blgJ4Riu8ve9BQUHpjz76aBQAPP300xEWi8VkMBjMjzzySLQ37+OPPx6p1+stVqs1+fz58+qJXGNXV5ewdOlSfWpqqslkMg3UraamRmW1WpPNZrPJbDabSktLfQBAlmWsWrUqTq/XW2bPnm1oaWm5oR3uv/rVr0LWrFkT6/28ZcuW0IKCglgA2L59e3BqaqrJaDSaly1bFi9JEgBg+fLlcRaLxZSUlJQy+HuJiYlJXb9+fYzZbDa9+uqr4xr9GA2NLBBCCCGE3IYOnjnnf93Wo7yRZYb7+rhyzIau8aY/e/as9uTJk5/p9XqX1Wo1lpaW+i5cuNDmPb59+/bGXbt2hVdXV58Zmlen08kHDhyoDQ4OlpuamhQzZ840Llu2rEMQhu+r9o5WnDt3TpWTkzNt3bp1rW+//bZ/bW2t5tSpU2c555g/f37S+++/7+vr6yvv378/uLKy8ozL5cL06dPNGRkZvQDwwgsvhAHAxo0bm0e6rieffDIqOzu7680336xraWkRMzMzTXl5eV3R0dHSRx99dE6n0/HKykr1/fffP7Wqqurs7t27A2tra9W1tbVVDQ0NytTU1JTVq1e3AkBBQUHssWPH/IaeY8mSJW2bN2++CgAnTpzwTU5ONkdERLi2bt16OTMz0z447QMPPNBusViiHA5Hg1qt5nv27AndsWNH/aeffqopLi4OLisrq1ar1XzFihVxL730UsjDDz/cunXr1saIiAi3JEmYPXt28scff6ydOXNmHwCEhIRIZ86cOTvmH3gcKFgghBBCCCHDSk1N7UlMTHQBQEpKSu+FCxdU480ryzIrLCyccvz4cV9BEHD9+nVVQ0ODIi4uThopT29vL8vPz0/cunXrJYPB4HzxxRfDjx496m82m839x4Xq6mpNd3e3cNddd3X4+fnJALBgwYIObxmjBQlehw8f9v/ggw8Ci4qKIgHA4XCw2tpaVXx8vKugoCD+zJkzWkEQUF9frwaAI0eO+N17771tCoUCer3eNWvWrG5vWTt37rw82rlmz57dU19ffyogIEDet29fQH5+flJ9fX3V4DQBAQHyHXfc0b1v376A1NRUu8vlYllZWX2bN28Oq6qq0qWnp5sAwG63C+Hh4RIAvP7668G7du0KlSSJNTc3KysqKjTeYGHVqlXtY30H40XBAiGEEELIbWgiIwA3i1qt5t73oihCkiQ23rw7duwIbm1tVVRWVp5Vq9U8JiYmta+vb9Qp8CtXroy/++672xctWtQNAJxzFBYWNj322GMtg9M988wz4RO9lsE45yguLq5NT093DN6/YcOG6PDwcNdbb711UZZlaLVa61hljTWyEBwcLHv33XfffZ0bNmyIa2pqUkRFRX0haFq7dm3Ls88+G2kwGOwrVqxo6a8nW7p0aetvfvObxsFpq6urVdu2bYsoLy8/GxYW5s7Pz9fb7faB79YbRN0ItGaBEEIIIYR8ZQqFgjscji8FEZ2dnWJoaKhLrVbzd9991+/KlSujjko899xzYTabTfRO3QGA3Nzcrt27d4d2dnYKAHDx4kVlY2OjYu7cubb33nsv0Gazsfb2dqG0tDRwInXOzs7u2rJlS4R3DcaxY8e03jpHRUW5RFHE9u3bQ9xuNwBgzpw53cXFxcGSJKG+vl55/PjxgeBg586dl6urq88M3bzXcenSJYX3PIcOHdLJsoyIiIgvja7MnTu3p6mpSbV///6QgoKCNgDIycnpKikpCWpsbFQAwLVr18Rz586p2tvbRa1WKwcHB7svX76sOHz4cMBErn8iburIAmPsVQB/B+A659zSvy8YwD4AegB1AO7lnH9pqIQx9g8Anur/+P9xzl+/mXUlhBBCCCETt3z58maTyWS2WCy977zzzkXv/gcffLAtNzc3yWAwmNPS0noTEhLso5Wzbdu2SKVSyY1GoxkA1qxZ07xx48bm06dPa2bMmGEEPOsg9u7de/HOO+/sXbx4cZvFYkkJCQlxpaWl9XjLGc+aheeff/7K2rVr44xGo1mWZRYbG+s4dOhQbWFh4fX8/PzEN954I2Tu3LmdWq1WBoCVK1d2fPjhh/5JSUmW6OhoR0ZGhm2ksofas2dP0KuvvhouiiLXaDTy7373u89GWrexaNGi9lOnTunCwsLcAGC1Wu1PPfVU47x58wyyLEOpVPKioqJL8+bN67FYLL2JiYmWqKgop9VqHXd9JopxzsdO9VULZ+xvANgA/G5QsPACgDbO+fOMsScABHHOHx+SLxhAGYBMABxAOQDrcEHFYJmZmbysrOwmXAkhhBBCyI3FGCvnnGcO3ldRUVGXnp7eMlIe8u2WnZ2dVFhYeO2ee+7pHjv1jVNRURGanp6uH+7YTZ2GxDk/CqBtyO57AHhHCV4HsGiYrAsBlHLO2/oDhFIAOTernoQQQgghhEyWlpYWUa/XWzQajXyrA4WxTMYC5wjOeVP/+6sAhnvaXgyAwSvLG/r3fQljbC2AtQAQFxd3A6tJCCGEEELIzRcaGuquq6urGjvlrTepC5y5Zw7U15oHxTl/mXOeyTnPDAsLu0E1I4QQQgghhIwaLDDGHr4J57zGGIvqLz8KwPVh0jQCiB30eUr/PkIIIYQQQsgtMtbIwpqbcM53APxD//t/APDfw6T5AMACxlgQYywIwIL+fYQQQgghhJBb5KZOQ2KM/R7AXwAkM8YaGGMFAJ4H8CPG2HkA8/s/gzGWyRh7BQA4520AfgHgk/7tmf59hBBCCCGEkFtkrGAhjTHWNczWzRgb86mCnPP7OedRnHMl53wK53wn57yVcz6Pcz6Ncz7fGwRwzss45w8Oyvsq5zypf3vta14nIYQQQggZh4yMDONYae6777748vJyDQA88cQTkRPNr9PpMgCgrq5OmZOTM/Wr1tVrw4YN0Zs2bRrupjkDSkpK/LKzs5O+7rkAID8/X//aa68FjTd9SUmJn9FoNCclJaXMmDEj+UbU4VYZ625IlZzzjFtSE0IIIYQQMulOnDhRPVaaffv21XvfFxUVRT3//PMDT10eT34vvV7vOnjw4GcTr+U3R0tLi/i///f/jjt48OD5adOmOb1PY74VJEmCQvH1Tjepd0MihBBCCCG3F2+vf0lJiV9WVlZyTk7O1ISEhJS8vLwEWZYBAFlZWclHjx7VPfTQQzEOh0MwGo3mvLy8hMH5Ozs7hVmzZhnMZrPJYDCY9+zZEzj0XDU1Napp06alAJ7RCqPRaDYajeagoKD0Rx99NAoAnn766QiLxWIyGAzmRx55JNqb9/HHH4/U6/UWq9WafP78efVErrGrq0tYunSpPjU11WQymQbqVlNTo7Jarclms9lkNptNpaWlPgAgyzJWrVoVp9frLbNnzza0tLSMuwX+yiuvBP/t3/5t+7Rp05wAEBMTIw1N86tf/SpkzZo1Azf32bJlS2hBQUEsAGzfvj04NTXVZDQazcuWLYuXJE/25cuXx1ksFlNSUlLK4O8lJiYmdf369TFms9n06quvjnv0YyRjXeibX/cEhBBCCCFk4t6rq/G/1mtT3sgyI3S+rrv0yWNOJfc6e/as9uTJk5/p9XqX1Wo1lpaW+i5cuNDmPb59+/bGXbt2hVdXV58Zmlen08kHDhyoDQ4OlpuamhQzZ840Llu2rEMQhu+r9o5WnDt3TpWTkzNt3bp1rW+//bZ/bW2t5tSpU2c555g/f37S+++/7+vr6yvv378/uLKy8ozL5cL06dPNGRkZvQDwwgsvhAHAxo0bm0e6rieffDIqOzu7680336xraWkRMzMzTXl5eV3R0dHSRx99dE6n0/HKykr1/fffP7Wqqurs7t27A2tra9W1tbVVDQ0NytTU1JTVq1e3AkBBQUHssWPH/IaeY8mSJW2bN2++eu7cOY3L5WJZWVnJPT09wvr1668//PDDrYPTPvDAA+0WiyXK4XA0qNVqvmfPntAdO3bUf/rpp5ri4uLgsrKyarVazVesWBH30ksvhTz88MOtW7dubYyIiHBLkoTZs2cnf/zxx9qZM2f2AUBISIh05syZs+P4E49prGChmTE2jXN+njHGALwKIB9AHYDVnPNPb0QlCCGEEELI7Sc1NbUnMTHRBQApKSm9Fy5cUI03ryzLrLCwcMrx48d9BUHA9evXVQ0NDYq4uLgv9ax79fb2svz8/MStW7deMhgMzhdffDH86NGj/maz2dx/XKiurtZ0d3cLd911V4efn58MAAsWLOjwljFakOB1+PBh/w8++CCwqKgoEgAcDgerra1VxcfHuwoKCuLPnDmjFQQB9fX1agA4cuSI37333tumUCig1+tds2bNGnjK8s6dOy+PdB4AkCSJnTp1SvfRRx+d6+npEb7//e8b/+Zv/saWlpbm8KYJCAiQ77jjju59+/YFpKam2vuDi77NmzeHVVVV6dLT000AYLfbhfDwcAkAXn/99eBdu3aFSpLEmpublRUVFRpvsLBq1ar2sb6D8RorWPjfAHb1v78fQBqABAAZAH4N4Ac3qiKEEEIIIeRzExkBuFnUavXAw3NFUYQkSWy8eXfs2BHc2tqqqKysPKtWq3lMTExqX1/fqFPgV65cGX/33Xe3L1q0qBsAOOcoLCxseuyxx1oGp3vmmWfCJ3otg3HOUVxcXJuenu4YvH/Dhg3R4eHhrrfeeuuiLMvQarXWscoaa2RhypQpzpCQEMnf31/29/eXZ86c2V1WVqYbHCwAwNq1a1ueffbZSIPBYF+xYkVLfz3Z0qVLW3/zm9984Xlj1dXVqm3btkWUl5efDQsLc+fn5+vtdvvAd+sNom6EsdYsSJxzV//7vwPwu/67Gf0JgM+NqgQhhBBCCPlmUigU3OFwfCmI6OzsFENDQ11qtZq/++67fleuXBl1VOK5554Ls9ls4ubNmwcWS+fm5nbt3r07tLOzUwCAixcvKhsbGxVz5861vffee4E2m421t7cLpaWlgROpc3Z2dteWLVsivGswjh07pvXWOSoqyiWKIrZv3x7idrsBAHPmzOkuLi4OliQJ9fX1yuPHjw8EBzt37rxcXV19ZujmvY4f//jHHcePH/d1uVzo7u4WTpw44Zuamto3tE5z587taWpqUu3fvz+koKCgDQBycnK6SkpKgryLoq9duyaeO3dO1d7eLmq1Wjk4ONh9+fJlxeHDhwMmcv0TMdbIgtz/lOV2APMAPDvomPZmVYoQQgghhHwzLF++vNlkMpktFkvvO++8c9G7/8EHH2zLzc1NMhgM5rS0tN6EhAT7aOVs27YtUqlUcqPRaAaANWvWNG/cuLH59OnTmhkzZhgBzzqIvXv3Xrzzzjt7Fy9e3GaxWFJCQkJcaWlpPd5yxrNm4fnnn7+ydu3aOKPRaJZlmcXGxjoOHTpUW1hYeD0/Pz/xjTfeCJk7d26nVquVAWDlypUdH374oX9SUpIlOjrakZGRYRup7KG+973v2efPn99pNBpTBEHAypUrm2fMmDHsd7Fo0aL2U6dO6cLCwtwAYLVa7U899VTjvHnzDLIsQ6lU8qKiokvz5s3rsVgsvYmJiZaoqCin1Wodd30minHORz7I2N8B2AFABPAu5/wn/fvnANjIOf/bm1WxryIzM5OXlZVNdjUIIYQQQsbEGCvnnGcO3ldRUVGXnp7eMlIe8u2WnZ2dVFhYeO2ee+7pHjv1jVNRURGanp6uH+7YWCML1wDMAtDNOW9njK2CZ4HzNQBrb2gtCSGEEEII+Q7y3pHJZDL13upAYSxjBQs7AMzvDxT+BsDzAH4KYDo8C5x/fHOrRwghhBBCyLdbaGiou66urmqy6zGcsYIFkXPe1v/+PgAvc87fAvAWY+zkTa0ZIYQQQgghZFKNdTckkTHmDSjmAfh/g47dskdVE0IIIYQQQm69sRr8vwdwhDHWAqAPwEcAwBhLAtB5k+tGCCGEEEIImUSjBguc82cZYx8CiALwR/75rZMEeNYuEEIIIYQQQr6lxpqGBM75cc75fs55z6B95zjnn97cqhFCCCGEkFstIyPDOFaa++67L768vFwDAE888UTkRPPrdLoMAKirq1Pm5ORM/ap19dqwYUP0pk2bIkZLU1JS4pednZ30dc8FAPn5+frXXnstaDxpn3766Qij0Wg2Go3madOmpYiiaL127Zp4I+pxK4wZLBBCCCGEkO+OEydOVI+VZt++ffVWq9UOAEVFRVETze+l1+tdBw8e/Gzitfzm+MUvfnHN+1Tnf/3Xf22YMWNGd0REhPtWnFuSpK9dBgULhBBCCCFkgLfXv6SkxC8rKys5JydnakJCQkpeXl6CLMsAgKysrOSjR4/qHnrooRiHwyEYjUZzXl5ewuD8nZ2dwqxZswxms9lkMBjMe/bsCRx6rpqaGtW0adNSAM9ohbcHPigoKP3RRx+NAjw98xaLxWQwGMyPPPJItDfv448/HqnX6y1WqzX5/Pnz6olcY1dXl7B06VJ9amqqyWQyDdStpqZGZbVak81ms8lsNptKS0t9AECWZaxatSpOr9dbZs+ebWhpaflKN/r5/e9/H7x06dK2oft/9atfhaxZsybW+3nLli2hBQUFsQCwffv24NTUVJPRaDQvW7Ys3hsALF++PM5isZiSkpJSBn8vMTExqevXr48xm82mV199dVyjH6O55Xc0YowlA9g3aNdUAJs4578alOaHAP4bgPeR4W9zzp+5RVUkhBBCCJl0H16t9G9xdCtvZJmhaj/XvMjUrvGmP3v2rPbkyZOf6fV6l9VqNZaWlvouXLjQ5j2+ffv2xl27doVXV1efGZpXp9PJBw4cqA0ODpabmpoUM2fONC5btqxDEIbvq963b189AJw7d06Vk5Mzbd26da1vv/22f21trebUqVNnOeeYP39+0vvvv+/r6+sr79+/P7iysvKMy+XC9OnTzRkZGb0A8MILL4QBwMaNG5tHuq4nn3wyKjs7u+vNN9+s8z4QLS8vrys6Olr66KOPzul0Ol5ZWam+//77p1ZVVZ3dvXt3YG1trbq2traqoaFBmZqamrJ69epWACgoKIg9duyY39BzLFmypG3z5s1XvZ+7u7uFo0ePBrzyyiuXhqZ94IEH2i0WS5TD4WhQq9V8z549oTt27Kj/9NNPNcXFxcFlZWXVarWar1ixIu6ll14Kefjhh1u3bt3aGBER4ZYkCbNnz07++OOPtTNnzuwDgJCQEOnMmTNnR/zDTsAtDxY45zXwPNQNjDERQCOA/cMk/Yhz/ne3sGqEEEIIIWSQ1NTUnsTERBcApKSk9F64cEE13ryyLLPCwsIpx48f9xUEAdevX1c1NDQo4uLiRpwb09vby/Lz8xO3bt16yWAwOF988cXwo0eP+pvNZnP/caG6ulrT3d0t3HXXXR1+fn4yACxYsKDDW8ZoQYLX4cOH/T/44IPAoqKiSABwOBystrZWFR8f7yooKIg/c+aMVhAE1NfXqwHgyJEjfvfee2+bQqGAXq93zZo1a+Apyzt37rw8nu/jjTfeCLBarbbhpiAFBATId9xxR/e+ffsCUlNT7S6Xi2VlZfVt3rw5rKqqSpeenm4CALvdLoSHh0sA8Prrrwfv2rUrVJIk1tzcrKyoqNB4g4VVq1a1j6dO4zHZz0qYB+AC57x+kutBCCGEEHJbmcgIwM2iVqu9d8KEKIqQJImNN++OHTuCW1tbFZWVlWfVajWPiYlJ7evrG3UK/MqVK+Pvvvvu9kWLFnUDAOcchYWFTY899ljL4HTPPPNM+ESvZTDOOYqLi2vT09Mdg/dv2LAhOjw83PXWW29dlGUZWq3WOlZZ4x1Z+K//+q/ge++990tTkLzWrl3b8uyzz0YaDAb7ihUrWvrryZYuXdr6m9/8pnFw2urqatW2bdsiysvLz4aFhbnz8/P1drt94Lv1BlE3wmSvWfh7eJ7lMJxZjLEKxtj7jLGUkQpgjK1ljJUxxsqam8cMJAkhhBBCyA2kUCi4w+H4UhDR2dkphoaGutRqNX/33Xf9rly5MuqoxHPPPRdms9nEwQ3s3Nzcrt27d4d2dnYKAHDx4kVlY2OjYu7cubb33nsv0Gazsfb2dqG0tDRwInXOzs7u2rJlS4R3DcaxY8e03jpHRUW5RFHE9u3bQ9xuzyDAnDlzuouLi4MlSUJ9fb3y+PHjA8HBzp07L3sXMA/eBl9Ha2ur+Ne//tVv2bJlHSPVae7cuT1NTU2q/fv3hxQUFLQBQE5OTldJSUlQY2OjAgCuXbsmnjt3TtXe3i5qtVo5ODjYffnyZcXhw4cDJnL9EzFpIwuMMRWAPAD/PMzhTwHEc85tjLG7APwBwLThyuGcvwzgZQDIzMzkw6UhhBBCCCE3x/Lly5tNJpPZYrH0vvPOO971pnjwwQfbcnNzkwwGgzktLa03ISHBPlo527Zti1QqldxoNJoBYM2aNc0bN25sPn36tGbGjBlGwLMOYu/evRfvvPPO3sWLF7dZLJaUkJAQV1pa2sAt/sezZuH555+/snbt2jij0WiWZZnFxsY6Dh06VFtYWHg9Pz8/8Y033giZO3dup1arlQFg5cqVHR9++KF/UlKSJTo62pGRkWEbqezh7N27N/AHP/hBl7+//6g9/osWLWo/deqULiwszA0AVqvV/tRTTzXOmzfPIMsylEolLyoqujRv3rwei8XSm5iYaImKinJardYJ1Wci2OfPWbu1GGP3APhfnPMF40hbByCTc94yWrrMzExeVlZ2g2pICCGEEHLzMMbKOeeZg/dVVFTUpaenj9reId9e2dnZSYWFhdfuueee7rFT3zgVFRWh6enp+uGOTeY0pPsxwhQkxlgkY4z1v8+Cp56tt7BuhBBCCCGE3BItLS2iXq+3aDQa+VYHCmOZlGlIjDEfAD8CsG7Qvn8EAM75SwB+DGA9Y0wC0Afg7/lkDYEQQgghhBByE4WGhrrr6uqqJrsew5mUYIFz3gMgZMi+lwa93wZg262uFyGEEEIIIeRzk303JEIIIYQQQshtioIFQgghhBBCyLAoWCCEEEIIIYQMi4IFQgghhBAyICMjwzhWmvvuuy++vLxcAwBPPPFE5ETz63S6DACoq6tT5uTkTP2qdfXasGFD9KZNmyJGS1NSUuKXnZ2d9HXPBQD5+fn61157LWg8aVtbW8W5c+cmJScnm5OSklJ+/etfh4yd6/ZBwQIhhBBCCBlw4sSJ6rHS7Nu3r95qtdoBoKioKGqi+b30er3r4MGDn028lt8c//Zv/xaWnJzcV1NTc+bo0aM1mzZtirXb7V964vXNIEnS1y6DggVCCCGEEDLA2+tfUlLil5WVlZyTkzM1ISEhJS8vL0GWPQ8gzsrKSj569KjuoYceinE4HILRaDTn5eUlDM7f2dkpzJo1y2A2m00Gg8G8Z8+ewKHnqqmpUU2bNi0F8IxWGI1Gs9FoNAcFBaU/+uijUQDw9NNPR1gsFpPBYDA/8sgj0d68jz/+eKRer7dYrdbk8+fPqydyjV1dXcLSpUv1qampJpPJNFC3mpoaldVqTTabzSaz2WwqLS31AQBZlrFq1ao4vV5vmT17tqGlpWXcdxRljKG7u1uUZRldXV1CQECApFQqv/BIgMLCwuhnnnkm3Pv5pz/9acwvfvGL8NGuf/78+YkpKSmmpKSklBdffDHUu1+n02X85Cc/mZKcnGz+8MMPfSfyvQxnUm6dSgghhBBCRney/WP/Tle78kaWGaAMck0Pmtk13vRnz57Vnjx58jO9Xu+yWq3G0tJS34ULF9q8x7dv3964a9eu8Orq6jND8+p0OvnAgQO1wcHBclNTk2LmzJnGZcuWdQjC8H3V+/btqweAc+fOqXJycqatW7eu9e233/avra3VnDp16iznHPPnz096//33fX19feX9+/cHV1ZWnnG5XJg+fbo5IyOjFwBeeOGFMADYuHFj80jX9eSTT0ZlZ2d3vfnmm3UtLS1iZmamKS8vrys6Olr66KOPzul0Ol5ZWam+//77p1ZVVZ3dvXt3YG1trbq2traqoaFBmZqamrJ69epWACgoKIg9duyY39BzLFmypG3z5s1XN27ceD0nJycpIiIiraenR3z11Vc/E0XxC2nXr1/fsnjx4sRNmzZdd7vd+MMf/hD0ySefnB3p+nNzc2179+6ti4iIcNtsNpaRkWFesWJFe2RkpLuvr0+YOXNmz29/+9uG8fyNx0LBAiGEEEIIGVZqampPYmKiCwBSUlJ6L1y4oBpvXlmWWWFh4ZTjx4/7CoKA69evqxoaGhRxcXEjzo3p7e1l+fn5iVu3br1kMBicL774YvjRo0f9zWazuf+4UF1drenu7hbuuuuuDj8/PxkAFixY0OEtY7Qgwevw4cP+H3zwQWBRUVEkADgcDlZbW6uKj493FRQUxJ85c0YrCALq6+vVAHDkyBG/e++9t02hUECv17tmzZo18JTlnTt3Xh7tXH/4wx8CLBZL31/+8pdzZ86cUS9cuNCwYMGC08HBwbI3TXJysjMwMFA6duyYtqmpSZmSktIbGRnpPnjwoP9w15+bm2v75S9/GXHgwIFAALh69ary9OnTmsjIyB5RFLF69er2sb6D8aJggRBCCCHkNjSREYCbRa1WD0yXEUURkiSNe679jh07gltbWxWVlZVn1Wo1j4mJSe3r6xt1CvzKlSvj77777vZFixZ1AwDnHIWFhU2PPfZYy+B0g6fsfBWccxQXF9emp6c7Bu/fsGFDdHh4uOutt966KMsytFqtdayyxhpZeP3110OeeOKJq4IgwGKxOGJjYx0VFRWa7Ozs3sHpH3jggZZXXnkl9Pr168oHHnig1VvP4a6/pKTE78iRI35lZWXVfn5+clZWVrL3u1WpVLJCceOa+LRmgRBCCCGEfGUKhYI7HI4vBRGdnZ1iaGioS61W83fffdfvypUro45KPPfcc2E2m03cvHnzVe++3Nzcrt27d4d2dnYKAHDx4kVlY2OjYu7cubb33nsv0Gazsfb2dqG0tDRwInXOzs7u2rJlS4R3DcaxY8e03jpHRUW5RFHE9u3bQ9xuNwBgzpw53cXFxcGSJKG+vl55/PjxgeBg586dl6urq88M3bzXERMT4/zjH//oDwCXL19WfPbZZxqj0egcWqeVK1d2HDp0KKCiosInPz+/c7Tr7+joEAMCAtx+fn7yiRMnNBUVFT4Tuf6JoJEFQgghhBDylS1fvrzZZDKZLRZL7zvvvHPRu//BBx9sy83NTTIYDOa0tLTehIQE+2jlbNu2LVKpVHKj0WgGgDVr1jRv3Lix+fTp05oZM2YYAc86iL1791688847excvXtxmsVhSQkJCXGlpaT3ecsazZuH555+/snbt2jij0WiWZZnFxsY6Dh06VFtYWHg9Pz8/8Y033giZO3dup1arlQFPQ/7DDz/0T0pKskRHRzsyMjJsI5U91LPPPtu0fPlyvcFgMHPO2c9//vOGqKioL03F0mg0fPbs2V2BgYFu78jAkiVLuoa7/vz8/M6XX345bOrUqSlTp061p6en9wwt70ZhnPOxU31DZGZm8rKyssmuBiGEEELImBhj5ZzzzMH7Kioq6tLT01tGykO+vdxuN1JSUsxvvvnmhdTUVMfYOW6cioqK0PT0dP1wx2gaEiGEEEIIIZOovLxcEx8fn/qDH/yg61YHCmOhaUiEEEIIIYRMIqvVam9oaKic7HoMh0YWCCGEEEIIIcOiYIEQQgghhBAyLAoWCCGEEEIIIcOatGCBMVbHGKtkjJ1kjH3pFkbMo4gxVssYO8UY+95k1JMQQgghhJDvqskeWcjmnE8fetuwfrkApvVvawH85y2tGSGEEELId1BGRoZxrDT33XdffHl5uQYAnnjiiciJ5tfpdBkAUFdXp8zJyZn6VevqtWHDhuhNmzZFjJampKTELzs7O+nrngsA8vPz9a+99lrQeNI2NzeLP/rRjxINBoM5NTXV9Mknn2huRB1ulckOFkZzD4DfcY/jAAIZY1GTXSlCCCGEkG+zEydOVI+VZt++ffVWq9UOAEVFRV9on40nv5der3cdPHjws4nX8pvjqaeeikpLS+s9d+7cmd/97ncXf/azn8XdqnNL0pee/TZhkxkscAB/ZIyVM8bWDnM8BsDlQZ8b+vd9AWNsLWOsjDFW1tw84oP6CCGEEELIOHh7/UtKSvyysrKSc3JypiYkJKTk5eUlyLIMAMjKyko+evSo7qGHHopxOByC0Wg05+XlJQzO39nZKcyaNctgNptNBoPBvGfPnsCh56qpqVFNmzYtBfCMVhiNRrPRaDQHBQWlP/roo1EA8PTTT0dYLBaTwWAwP/LII9HevI8//nikXq+3WK3W5PPnz6snco1dXV3C0qVL9ampqSaTyTRQt5qaGpXVak02m80ms9lsKi0t9QEAWZaxatWqOL1eb5k9e7ahpaVl3I8fqKmp0fzoRz/qBoCMjAx7Q0OD6vLly1/I/6tf/SpkzZo1sd7PW7ZsCS0oKIgFgO3btwenpqaajEajedmyZfHeAGD58uVxFovFlJSUlDL4e4mJiUldv359jNlsNr366qvjGv0YzWQ+Z+FOznkjYywcQCljrJpzfnSihXDOXwbwMuB5gvONriQhhBBCyGRo6vmjv0O6rryRZaoV4a4onwVd401/9uxZ7cmTJz/T6/Uuq9VqLC0t9V24cKHNe3z79u2Nu3btCq+urj4zNK9Op5MPHDhQGxwcLDc1NSlmzpxpXLZsWYcgDN9XvW/fvnoAOHfunConJ2faunXrWt9++23/2tpazalTp85yzjF//vyk999/39fX11fev39/cGVl5RmXy4Xp06ebMzIyegHghRdeCAOAjRs3jtiL/OSTT0ZlZ2d3vfnmm3UtLS1iZmamKS8vrys6Olr66KOPzul0Ol5ZWam+//77p1ZVVZ3dvXt3YG1trbq2traqoaFBmZqamrJ69epWACgoKIg9duyY39BzLFmypG3z5s1XLRZL35tvvhmUk5NjO3TokK6pqUldV1enio2NHej2f+CBB9otFkuUw+FoUKvVfM+ePaE7duyo//TTTzXFxcXBZWVl1Wq1mq9YsSLupZdeCnn44Ydbt27d2hgREeGWJAmzZ89O/vjjj7UzZ87sA4CQkBDpzJkzZ8f5Zx7VpAULnPPG/tfrjLH9ALIADA4WGgHEDvo8pX8fIYQQQgi5BVJTU3sSExNdAJCSktJ74cIF1XjzyrLMCgsLpxw/ftxXEARcv35d1dDQoIiLixtxbkxvby/Lz89P3Lp16yWDweB88cUXw48ePepvNpvN/ceF6upqTXd3t3DXXXd1+Pn5yQCwYMGCDm8ZowUJXocPH/b/4IMPAouKiiIBwOFwsNraWlV8fLyroKAg/syZM1pBEFBfX68GgCNHjvjde++9bQqFAnq93jVr1qxub1k7d+68PNJ5AOCZZ55pWrt2bVz/qEmf0WjsFUXxCx3cAQEB8h133NG9b9++gNTUVLvL5WJZWVl9mzdvDquqqtKlp6ebAMButwvh4eESALz++uvBu3btCpUkiTU3NysrKio03mBh1apV7WN9B+M1KcECY8wHgMA57+5/vwDAM0OSvQPgYcbYGwBmAujknDfd4qoSQgghhEyKiYwA3CxqtXqgUSuKIiRJYuPNu2PHjuDW1lZFZWXlWbVazWNiYlL7+vpGnQK/cuXK+Lvvvrt90aJF3QDAOUdhYWHTY4891jI43TPPPBM+0WsZjHOO4uLi2vT0dMfg/Rs2bIgODw93vfXWWxdlWYZWq7WOVdZYIwvBwcFycXFxHeCZzhQbG5tqNBodQ9OvXbu25dlnn400GAz2FStWtPTXky1durT1N7/5zRc6zKurq1Xbtm2LKC8vPxsWFubOz8/X2+32ge/WG0TdCJO1ZiECwP8wxioA/BXAAc75QcbYPzLG/rE/zXsAPgNQC+C3AB6anKoSQgghhJCRKBQK7nA4vhREdHZ2iqGhoS61Ws3fffddvytXrow6KvHcc8+F2Ww2cfPmzVe9+3Jzc7t2794d2tnZKQDAxYsXlY2NjYq5c+fa3nvvvUCbzcba29uF0tLSwInUOTs7u2vLli0R3jUYx44d03rrHBUV5RJFEdu3bw9xu90AgDlz5nQXFxcHS5KE+vp65fHjxweCg507d16urq4+M3TzXkdLS4tot9sZAPz7v/97aFZWVndwcPCXGvNz587taWpqUu3fvz+koKCgDQBycnK6SkpKghobGxUAcO3aNfHcuXOq9vZ2UavVysHBwe7Lly8rDh8+HDCR65+ISRlZ4Jx/BiB9mP0vDXrPAfyvW1kvQgghhBAyMcuXL282mUxmi8XS+84771z07n/wwQfbcnNzkwwGgzktLa03ISHBPlo527Zti1QqldxoNJoBYM2aNc0bN25sPn36tGbGjBlGwLMOYu/evRfvvPPO3sWLF7dZLJaUkJAQV1paWo+3nPGsWXj++eeveKcGybLMYmNjHYcOHaotLCy8np+fn/jGG2+EzJ07t1Or1coAsHLlyo4PP/zQPykpyRIdHe3IyMiwjVT2UCdPntQ8+OCDCQBgMBj69u7dWzdS2kWLFrWfOnVKFxYW5gYAq9Vqf+qppxrnzZtnkGUZSqWSFxUVXZo3b16PxWLpTUxMtERFRTmtVuu46zNRzNMm/3bIzMzkZWVfer4bIYQQQshthzFWPvRZUxUVFXXp6ektI+Uh327Z2dlJhYWF1+65557usVPfOBUVFaHp6en64Y7dzs9ZIIQQQggh5FuvpaVF1Ov1Fo1GI9/qQGEsk3nrVEIIIYQQQr7zQkND3XV1dVWTXY/h0MgCIYQQQgghZFgULBBCCCGEEEKGRcECIYQQQgghZFgULBBCCCGEEEKGRcECIYQQQggZkJGRYRwrzX333RdfXl6uAYAnnngicqL5dTpdBgDU1dUpc3Jypn7Vunpt2LAhetOmTRGjpSkpKfHLzs5O+rrnAoD8/Hz9a6+9FjSetCdOnNBMnz7dqFKpvje0jsXFxf56vd4SFxdnefLJJyNHKmMyUbBACCGEEEIGnDhxonqsNPv27au3Wq12ACgqKoqaaH4vvV7vOnjw4GcTr+U3R3h4uPTrX//60rp1664N3i9JEh555JG4995779y5c+dOv/XWW8HeAOxmc7lc405LwQIhhBBCCBng7fUvKSnxy8rKSs7JyZmakJCQkpeXlyDLMgAgKysr+ejRo7qHHnooxuFwCEaj0ZyXl5cwOH9nZ6cwa9Ysg9lsNhkMBvOePXsCh56rpqZGNW3atBTAM1phNBrNRqPRHBQUlP7oo49GAcDTTz8dYbFYTAaDwfzII49Ee/M+/vjjkXq93mK1WpPPnz+vnsg1dnV1CUuXLtWnpqaaTCbTQN1qampUVqs12Ww2m8xms6m0tNQHAGRZxqpVq+L0er1l9uzZhpaWlnE/fiAmJkaaM2dOr1Kp/MKTkA8fPuwTHx/vMJvNTo1Gw5csWdJWXFz8he/o9OnTarPZbPJ+rqysHPj80Ucf6WbMmJGckpJiuvPOO6fV19crAWDLli2hFovFlJycbF64cGFid3e3AHhGQ5YtWxaXlpZmXL9+/ZTx1p+es0AIIYQQchvi9oP+cF9X3tBCxXAX0+R0jTf52bNntSdPnvxMr9e7rFarsbS01HfhwoU27/Ht27c37tq1K7y6uvrM0Lw6nU4+cOBAbXBwsNzU1KSYOXOmcdmyZR2CMHxf9b59++oB4Ny5c6qcnJxp69ata3377bf9a2trNadOnTrLOcf8+fOT3n//fV9fX195//79wZWVlWdcLhemT59uzsjI6AWAF154IQwANm7c2DzSdT355JNR2dnZXW+++WZdS0uLmJmZacrLy+uKjo6WPvroo3M6nY5XVlaq77///qlVVVVnd+/eHVhbW6uura2tamhoUKampqasXr26FQAKCgpijx075jf0HEuWLGnbvHnz1ZHqcPnyZVVMTIzT+3nKlCnOjz/+2HdwmpSUFIefn5/7z3/+s3b27Nl9O3bsCF2+fHmrw+FgP/vZz+IOHDhQGx0dLf32t78N+qd/+qeYN998s2758uXtjz76aAsA/OxnP4suKioK/T//5/9cB4CmpibVp59+Wq1QjD8EoGCBEEIIIYQMKzU1tScxMdEFACkpKb0XLlxQjTevLMussLBwyvHjx30FQcD169dVDQ0Niri4OGmkPL29vSw/Pz9x69atlwwGg/PFF18MP3r0qL/ZbDb3Hxeqq6s13d3dwl133dXh5+cnA8CCBQs6vGWMFiR4HT582P+DDz4ILCoqigQAh8PBamtrVfHx8a6CgoL4M2fOaAVBQH19vRoAjhw54nfvvfe2KRQK6PV616xZswaesrxz587L4/1OvorVq1e3/Pa3vw3Nysq6/N///d9Bn3zyydlTp06pz58/r507d64B8Ix8hIWFuQCgvLxcu2nTppju7m6xp6dHnDNnTqe3rCVLlrRPJFAAKFgghBBCCLktTWQE4GZRq9UDU2dEUYQkSWy8eXfs2BHc2tqqqKysPKtWq3lMTExqX1/fqFPgV65cGX/33Xe3L1q0qBsAOOcoLCxseuyxx1oGp3vmmWfCJ3otg3HOUVxcXJuenu4YvH/Dhg3R4eHhrrfeeuuiLMvQarXWscr6qiMLsbGxzsbGxoHgq6Gh4QsjDV7/8A//0P7LX/4y+o033uhOTU3tjYyMdF+6dEmVlJTUd/LkyS+tD1m7dm1CcXFx7axZs/qKiopCjhw5MlA3X19feazrGYrWLBBCCCGEkK9MoVBwh8PxpSCis7NTDA0NdanVav7uu+/6XblyZdRRieeeey7MZrOJgxvYubm5Xbt37w7t7OwUAODixYvKxsZGxdy5c23vvfdeoM1mY+3t7UJpaWngROqcnZ3dtWXLlgjvGoxjx45pvXWOiopyiaKI7du3h7jdbgDAnDlzuouLi4MlSUJ9fb3y+PHjAw3wnTt3Xq6urj4zdBstUOgvs6eurk5TXV2tstvt7O233w7Oz8/vGJpOp9PxOXPmdG7YsCFu9erVLQCQlpZmb2trU/zpT3/yATwjI2VlZRrAM/oSFxfncjgc7I033gieyPcyHBpZIIQQQgghX9ny5cubTSaT2WKx9L7zzjsXvfsffPDBttzc3CSDwWBOS0vrTUhIsI9WzrZt2yKVSiU3Go1mAFizZk3zxo0bm0+fPq2ZMWOGEfCsg9i7d+/FO++8s3fx4sVtFoslJSQkxJWWltbjLWc8axaef/75K2vXro0zGo1mWZZZbGys49ChQ7WFhYXX8/PzE994442QuXPndmq1WhkAVq5c2fHhhx/6JyUlWaKjox0ZGRm2kcoe6tKlS4oZM2aYe3p6RMYY37FjR8TZs2ergoOD5S1btlzKyckxuN1uLFu2rCUzM3PY72jVqlVtBw8eDFqyZEkXAGg0Gv7GG29c+NnPfhbX3d0tut1utn79+muZmZn2J5544kpWVpYpODhY+t73vmez2WzieOs6HMY5HzvVN0RmZiYvKyub7GoQQgghhIyJMVbOOc8cvK+ioqIuPT29ZaQ85Ltp06ZNEZ2dneKvf/3rKzej/IqKitD09HT9cMdoZIEQQgghhJDb1I9+9KPE+vp69ZEjR85NxvlvebDAGIsF8DsAEQA4gJc5578ekuaHAP4bgHco623O+TO3sJqEEEIIIYRMutLS0guTef7JGFmQADzKOf+UMeYHoJwxVso5H3p/3o845383CfUjhBBCCCGEYBLuhsQ5b+Kcf9r/vhvAWQAxt7oehBBCCCGEkNFN6q1TGWN6ABkAPh7m8CzGWAVj7H3GWMooZaxljJUxxsqam8d8BgchhBBCCCFknCYtWGCM+QJ4C0Ah53zoQ0c+BRDPOU8H8B8A/jBSOZzzlznnmZzzzLCwsJtWX0IIIYQQQr5rJiVYYIwp4QkU9nLO3x56nHPexTm39b9/D4CSMRZ6i6tJCCGEEPKdV1NTo5o2bdqIszxulT//+c/affv2BXg/7927N+DJJ5+MnMw6fRdMxt2QGICdAM5yzreOkCYSwDXOOWeMZcET1LTewmoSQgghhJCbxOVyQalUTihPWVmZrqyszOe+++7rBIDly5d3Aui8GfUjn5uMkYU7AKwEMJcxdrJ/u4sx9o+MsX/sT/NjAFWMsQoARQD+nn+bnh5HCCGEEHKb+vnPfx4xbdq0lGnTpqU888wz4QAgSRLy8vISpk6dmpKTkzO1u7tbAICHHnooJjExMcVgMJjXrl07BQCuXLmiWLhwYaLFYjFZLBbTH//4Rx8A2LBhQ/SiRYsSvve97xmXLFmSkJ6ebiwrK9N4z5uVlZV89OhR3aFDh3TTp083mkwmc0ZGhrGiokJtt9vZc889F/3uu+8GGY1G829/+9ugoqKikFWrVsUBntGP73//+waDwWCeNWuW4fz58yoAyM/P169evTo2IyPDOGXKlNTXXnstCADq6+uVmZmZyUaj0Txt2rSUgwcP+t7ab/mb45aPLHDO/wcAGyPNNgDbbk2NCCGEEEJuP4wx680qm3NePtz+jz76SPd//+//DSkvLz/LOYfVajXNmzevu66uTrNjx466BQsW9CxdulT/b//2b2EPPfRQy3vvvRf02WefVQmCgJaWFhEA1q1bF7thw4ZrCxcutJ0/f161cOHCaZ999tlpADh//rzm448/rvb19eX/+q//Gr53797gzMzMK/X19crr168r/+Zv/qa3ra1N+OSTT6qVSiX+8Ic/+G3cuHHKBx98cOGf//mfr5SVlfn87ne/uwQARUVFId56r1+/Pm758uWtP/3pT1t/9atfhaxfvz72T3/60wUAuHbtmrKsrKz65MmTmsWLFyc98MAD7a+++mrwvHnzOn/5y19elSQJ3uCHfBk9wZkQQgghhAAADh8+7HvXXXd1+Pv7ywDwt3/7t+2HDh3yi4yMdC5YsKAHAFauXNlaVFQU/vTTT19Tq9Xyfffdp/+7v/u7Du/0oGPHjvmfP39e6y3TZrOJnZ2dAgDk5OR0+Pr6cgBYtWpV+49+9CPDv//7v1/53e9+F3T33Xe3A0BbW5t43333JdTV1WkYY9zlco3ayQwAJ06c8Hn//fcvAMD69evb/vVf/3WK91heXl6HKIqwWq321tZWJQB8//vf71m3bp3e5XIJP/7xj9tnz57dd6O+w28biqIIIYQQQsioPEtOv/hZqVTi5MmTZ3/84x+3l5SUBP7whz+cBgCcc3z66adnq6urz1RXV5+5fv36qYCAABkAfHx8ZG8ZCQkJrsDAQOnjjz/Wvv3228ErVqxoA4DHH388Zs6cOd3nz58//e6779Y6nc6v1V7VaDQDU9m9s9pzc3NtR48erYmJiXGuWbMmYdu2bSEjFvAdR8ECIYQQQshtiHNefrO2kc6ZnZ1te++99wK7u7uFrq4u4b333gvKzs7ubmpqUv3pT3/yAYC9e/cGz54929bZ2Sn0jwJ0vvTSS5erq6t1AHDnnXd2Pffcc+HeMv/85z9rRzpffn5+2+bNmyO7u7vFmTNn9gFAV1eXOGXKFCcA7NixY+BumP7+/m6bzTZs2zUjI6PnlVdeCerPE5yZmWkb7bs9d+6casqUKa5HH320ZdWqVc2ffvqpbrT032UULBBCCCGEEADAnXfe2bts2bLW733veyar1WpauXJlc2hoqFuv19v/4z/+I3zq1KkpHR0din/6p39q7ujoEHNycqb1LypO/sUvfnEZAF5++eXLn376qY/BYDAnJiambNu2bcQHYa1YsaL9wIEDwffcc0+bd9/jjz9+9ec///kUk8lkliRpIG1ubm73uXPntN4FzoPLeemlly7t3r071GAwmH//+9+HbN++/fJo1/nBBx/4mUymFJPJZH7rrbeCN27ceO0rf2nfcuzbdJOhzMxMXlZWNtnVIIQQQggZE2OsnHOeOXhfRUVFXXp6estk1Yl8N1VUVISmp6frhztGIwuEEEIIIYSQYVGwQAghhBBCCBkWBQuEEEIIIbcPWZblMW8VSsiN0v97k0c6TsECIYQQQsjto6q5uTmAAgZyK8iyzJqbmwMAVI2Uhh7KRgghhBBym5Ak6cGrV6++cvXqVQuoU5fcfDKAKkmSHhwpAQULhBBCCCG3CavVeh1A3mTXgxAvChYIIYQQ8p3CuRPgffB0qnKAy/3v+z+Dg4nRk1lFQm4bFCwQQggh5BtB5jJcshMu2Qmn7ECfuwtOtw1u2OGW++DmdrhlO9y8B5LcDcZ7EaIEuNwLzgdvTggQkaBLH/Y8jCkB3/W3+OoIuT1RsEAIIYSQceOcw/M8Vw6ZA06nBJfLDZdLgtPphkolwj9AC5fbjV6HC70uJ2xOB3ocDigUIiICfaFWKKAURLhkGQ7JBZvUhy5nD7pdXbC5OtDtaofN1YUetw29kh0u2KEQXXC6XZC4GxKX4eYy3DKHRpSRGtALQAa4GwCHwBgECNAIIiL9fSAwAUzwAWORYMwXTPCFIPiCqVMBCABjnteBjdYWE+JFwQIhhBDyDSO5ZThdEhwuCQ6XG2qlCK1aBbVSBGOehq7T6YKttweSLEF2c7g5IMscsrsXdlcPup1dcHMXJFmCQ3KjT3agy96Hto5edLb2obPbAZtNQo/Njb4eN5x9gNPOITk43EoBsk6ALAOcezaZA5wzyDpADuYY3OBm4AAAQSNDDHZ76oL+JAxgjENUuqELcPan9BwSGKBgHP4qCZawbgQpBGgEAVpBhFZQQieK8FdqkOKfAIXgB1EIgCgGAEwLMB8IzBcaZTjA/MCYeAv/QoR8e1CwQAghhNxinMuQ5D64eC/sUhd6nJ241t6B1o4+tLXbca2lB9ebe9He6kBXlwu9NjckF4fsliG7OWQ3B5c5ZBmAm3um3DvdgCSDu2TAJQNuGUxyexrfAsAZAxc4wBhkxgba8kxmAAcEGYDMPC10gQFKEVD0N7AZwEWAKQAoOORgEe4gBZjAIQiAqARUCg6FkkOh5hA1gCBwT6e9yABBhsAYFEpAo+EQmQAFABEMiv5RgECNAqmxgfAT/eCn9IevMhAa0R+i4A+N0h+RurD+Bn9/hAEMBEaEkJuHggVCCCHfSk63G91OO3rdTjDuBudOuOQe2Fzd6OzpQGdPB3rsvVCKItSC4Jm6IjKI3NN4driAXpcbNpcbPU4JPU43ehwcfZIbdqcbTskFt+SCJEmQ3BLckhtuSYZb4pD7Z7PIDOACG1g664YAt43DbePg7QA6ZaBbBmxuMIcbkHj/+tr+/nUGcMY9ve9c9nTfAwA4GO9fiMsBuN39eZhnRg3zzqxhEBgD3ADrX7vLmHdjYBxgMvdct4pBoRGhUIlQqUVEpIXBNDcJkUH+CAr0h0KhgyyL4GDQKlUI0fkhSKuDTqUcs9HOOYebS2BMgEg9/IR8o0xKsMAYywHwawAigFc4588POa4G8DsAVgCtAO7jnNfd6noSQsh3Ge9vjAIMnEtgcAC8F+B2gPeCcwluLqPb4USH3YEWmwNtvX1o6bKjs6MPTibDxWX0OZ3oaHOiu9WJng4XXE4OQcUgqBiYkvf3VsuAm0PgHCJjns5tiIAMiBIDZAbZxeCWZUhOGZLb0yh3u2W4XRxuN4dLAiSJQ3YDsszAvVPYAYAJ/dNbWH8DnHl62wVv9zoGXrl3+jrD541sSQbrkyD0OsF6JTCHBKhEyBoluFYBqFWAKABM8OR1A8zNPZvdBThcYHYXmEMCc7ohuGUwuT8IUDLPpmJQqBhUagFqjQitWgmdVgUfnRYajQa+Oi10vlpotWooVUooVEoo+zd/f18EBvoiIMAXal81FDolmI8IWQFoFWr4KTUQmQDOOVwuN+w9DvT1OqHRqeAXoPXsd0hw2p1w2l1w2V3Q+mkQGBZwQ35LjDEomPKGlEUIubVuebDAPGOIvwHwIwANAD5hjL3DOT8zKFkBgHbOeRJj7O8B/BLAfbe6roR8m8iyDM45RPGb2avHOYcsy5DdMgRRmNB1cM7hcrshCgJE4YvPOHLLMmwOOzRKFVTi4PneEnq77bD3OREY7AuNTnVDr2ciJFlGj8sJm8sBp9uJXrcD3a4edLna0eXqQLfTBpvbBplLELgMxmQIzA3OXQB3QXY64HbJcMgMDhfglBgcLgF2B+B0ecp3umVInMPNOSTOIcmejbs9ndayLMLtAmSHAG4XwJ2A7BLAJYD3ShDaXBA6nRC6nGA9LjA3wCTe31Pe35UtMEDs7/b2TnaXOeDmYAC4AM8x7uldZ3z07wXob9j3Z/P2qAsMEPrXrDKxvw2vEMEUIgSlAKZUQFSJENQKCAqxP2N/ef29+hwAd7vB7G7A7gLrk8DAoRAFKNUitCE6cAcHkwUILhGCxKH2UUPtq4VCrQCX3JD6nHD1OcE0KnA1wIIFqP20CIkMROSUYMTGhyE8Jhg+ATpofTXQ+KihUIpgggBRFMAE5un9v4FTbRhjUKkUUKkU8A/y+cIxUSdCo1PfsHMRQr4dJmNkIQtALef8MwBgjL0B4B4Ag4OFewD8vP99MYBtjDHGOR/HfzoI+W7i3DOf2d5jR1ebDV0t3Wi/3onWpg60XO1A29UO2PucnpaTUgQXRcgCIDMBbgYIagWCwvwRGhmA4IgAqP00kGUOtyxDo1ZialQowkL9oFZ9vX82nA4Xejp60NPVB0evA44+J5x9TvR296GjpRutzZ1oa++CS5Lg7J/i4XC50Ndnh91ph8PlhNvNIXMON5chcwaZez7LjINpRcBXAfiI4L4iZD8Rbq0AqAS4XW7wLgm80wnZ5oLcJQFdLqDPDUFmnikSECBA9MyvViggKpXw9fdFtD4apjQ9TIYpSEyKhH+AbtRGnOQNzgQB4BIYnOhzdKOxow1XWtrR3mdHZ48LHb0OdNjs6LD1obvHjp4+B+xuJ1xwwyG44er/G8j9M1BkJwdzyoBDBnNwz6tTBnNyCHYZ6JPB7DKYQ4bglAGnDObuHx3o7y3nogCIDFzR33gX+1vYzNMzzgQG1j8vnDH0335eggDe/zjZ/j56lxus1wm43P0NcwFMp4Tg7wtRI0KpEaDSiND6iPDRKeHjo4KvjxIalRKioAS4ApwzzxQeWYbLJYGDQ6VWQqFSgIkcTCFDYk5Ighsyc0OnUcFHo4K/VgV/tQY+agW0KhXUCiUUgh8UzAci03nm87s9waXLKaGv247e7j702fpfu/vg7j/uWaDLB17hfQWgVCsQEh2E8NhQRMSFIjwuFP4hfmCMgXOOns5etF3tQHv//8far3Wgp6MXPoE6BEUEIjgyEIERAQiODIRvoA/NsSeEfONMRrAQA+DyoM8NAGaOlIZzLjHGOgGEAGgZWhhjbC2AtQAQFxd3M+r7tfX0OiDLHJJTQm9HD7rbbOi41oHWpv4GXK8DSpUCSo0KCqUIQSGCKQUICgWUKhE6rRoKhQhBFMAEAUwApP6yVQoRXOYDc1U59yx6E0QBGh81tH5aaH01UAxq4AkCg9ZHDa2PGmrN2HNNbyeOPgdsHb3o6+6DUq2E1k8Dra8GStXnw9sup+TpnbtB1+Vt3IoKERpfDZQqxQ0rW5ZlSJIMtySj19aH9utdaL/Wjs7mbvR098He64DD7oK9zwmH3QmnXYLD7oLkkuB2ueFwONHb50RvnwN2pwtOp9szb9rl9pQrc8iiAK4QwBUiOAO45AYkt2dRpNsNJsuf331E7n+Fp0HJ1CKgUYCpBAiiCJVKAZ1OjSB/LUKC/REV4o+AAB+4uAwHOJxuCTaHAzZnH7qdfehzOOByOCE5XHD1OuHudcHtcEOSZcgSB3fJkF0yuNOzQJN7e58FBnABXP58IaOnsdv/mcMzX5tzcM89VTzXIMtgLhfgdINxPpCTC56GLCQZn19s/wJOlQpQinDj82k3nMvgXAa4A+B9uH6pE3UnG/Dnt/4KphLB1AqIAWqoQ3WAAnBLbsguCbLkaaByybMIFRIHXBxckj3n7p+W4mn1889vI4OBS/z8/jHcMxddAUAxsJ99fpx5l3n2N+tFBqYQwEQRolKAoFFBDFJCqVNC4aOEIIoQ3AyCi4O7PL35Qv954OaehbEShwBP3ZjIPD3cAoNSqYBC9PR2iwKDIDAoRBFaPy3CYkMQEReKyIRwhE8Jhs5XA61ODY1OBVH84ijO7cTtdsNus8Pe6xwxjSAK8A/xHXEUizEG30Af+Ab6IM4YM7BflmUIwu177YQQMhHf+AXOnPOXAbwMAJmZmTd15KGzpQtuye0ZFh48PMyAyr/Wob2lCy67Ey6HZ76ns9cBp92JC7VX0d7SDVefc6CnCwAUahWcQv8ovSz3393CDcieBr8kuSHLbs9QPIPnnP3bwKI39Dci2OeNCE8vq+xp8PUP5TNRAEQRXGSAAlCpFdCqlfDVaRDo74OgQF8EBPjAz08DjVoDUfCW19/g6u9t0/profZRQ6lRQ6VVQRYYevsk9HTbAXDIkgxnnwPOHoen17jXAZfd6WlsqD1D36JKAaXKMw1AEmRIsqf3VOIcLu8t/Jwu2J1OzzxhyQ3Z6YTb7oLslsBET2PO7XZDsktw9rngljzfqyR7epg1OgX8AhUIDlEjOEQF30AV1L4MSp0ItUIFUVZDcCvR1yvAZmPo7Hahq9OJznYbuttt6OnsQU9nHxzdDjj7JLgl7pnuIAJQCIBGANQioBEBrQCFWoBKAWhUArQqAT5qBXzUKmiUCnAXQ1+PjL5eCb09LtjtMhx2N5xOGZLdBbddgtvh8jSaPV+5p1EvCv29vZ9P4fDOswbrn1jdv4CRi/3vFQxcK0DWqSD7KMF9mKeuGkDUyRC0HAq1DFElQ1RxiEoOBSSIbjeYU4ajG5DaONztgNwF8G4ObnOBOzncdsDZCdjcQLPsmSry+W/D85uF7GnE88FtfDBAKXjuqqIQwZUioFJ4GupKBu4jgqkEcLUIqBigZBDUgKAElAoOlRrQqAGtDvDTiPD3EaBRq6BRKft7lNVQCkqITAXGFFBBCeZWoq/bBVubAz2tdnS39aKv2wGfAB/4hfjDL8QXukAdRHV/w1opQKNTQaVUgCk5nNyJXm5Dr6Mbnb0duNTYhKaGLnQ09sFxRYK7RYLcbIfrSicGog9vADnoTwaF59pFpQCmZZ4pMCoBgopBqWJQqgSoVSI0ahFatQJatQIapQoapQYKUQOFoIUoqKBgSs//7zmHRquCzlcLHx8NfP208PXXwsdPC4VSAR8/DQIDddD6qMdsrLolN3p7nOi12cEYg4+/BlqdCoLgmdfutDth7/F0dCiUIkSFCFEh9L/euGB8soiiCJ8AH/gE+IydeIIoUCCEfJtMRrDQCCB20Ocp/fuGS9PAGFMACIBnofOkOlp8HO1XO4Y9dumz67D3OgeGrjnnnsVnagU0KiWmJETAJ8gHvsG+8A32g0+QDiqtCk0dNtgczv4Fff0bPD1Wje2daLX1QHK64bS7ITkkyJIMtyyjz+GEQ3Li877T/mY9AyTu6V3mLjeYtxfZ5QYkCXC5wZ1usD4HIPUvvpP7N+7ZBAYISgEKpeAJKjRK+GoVUCsY7DYnentccDjdcLkBt8zBRQGyUvD0Evffps+7LpIzBq4Q+m8DIntevb238uf33v6S/sviAvM0zgc3NJWeVybJ/T3kMphbBmccHBzgsmeutEsGc8me3nI2aPOu2fz85fNGN4OnlacQIatEcI0CCNOAa0RPr7XdM4eZOWSwHjfgdnnqwfnn5fIh18H6d7H+/xF4/3UBXMHAfRXgYRpAJ4L7KMB8RDBfBkHh6S0WRO5ZMylyCApPgCqqOJQ6DpVWhlLNoFRzKFWeFqpGCYTqOCJ0MqL8GSJ1ArQKJQQmQoQKalEHleADtegDleALtcIPCmghCEq4ZSdc3A6HbIdL7oNTtqPX1Ydrnd1otfWgtacX7TYnrnZJuNYMdLYIcPQKUCrl/kCJQ6sS4KtUQieI0ClU8PFRQaNQQcEVEGSAcQVkyTOZPDTMH0EBAdBqtdDoNNBoFVBpAJVSgL82BBpl4G3XKOWco63vKuqun0LtpQvQilqEBIQhzD8GWnUEVCodWH+j2kephkZxe/bJiAoRfgFa+AVov3SMMQa1Vg21luavE0LId91k/FfsEwDTGGMJ8AQFfw9g2ZA07wD4BwB/AfBjAP/vdlivkLkwHU67y9OLOjC31fNelmUoVQpo/bTQ9U/9ERU3diGpLHP09jlhs9nR1NqJnl4nRMEzv9hzaz3P3G0n90zz0KiUUCkVEAQGsf+2gDI4+iQXGjs70dDRhiudHWjpsqG9sxc9XXY4+pyQHP1TJ5wAc8oQJA4meQIK2VcLrgBkuMHcbs80FskNweUGVwmAWtHfky2AaUUwFYMoAkzkEERAFGSInEOQOUTOIfbfxk8Eg9A/5UQAA+OCZ1REEPvv/c3BJQASBqZ3MLUAQaOAqFOAaUQACjAmQJY9dz1xcxmS5Iarzw25xwXJJkHulQAGiCqAqQQwlacH29OO51AHKOEbrkJAkAr+/ir4+2gRoNNAq1ZBp9LAT+ELX7UP1FwDhVOEs1uCzdYLl+RCl9uOdmcP2uw9aOnpQWevHV3dTggig9ZHgM5PgM5XhFotQqVkEBmg06gQrtMhwtcH4Vo/+Ku10ClUUIlKCEwFgakhMA0EpgVjAjxDGzd2weNgiv5taPNxWshNOd03EmMMIboohOijYNVPdm0IIYSQm+uWBwv9axAeBvABPC2fVznnpxljzwAo45y/A2AngN2MsVoAbfAEFJMuKiFiUs8vCAy+Pmr4+qgRGXFjbmc3HLvLicbOLlxobcGF1mZc6mhBU2cHbA47tEoGH7UCfhoBARoRAToR/loFdGoBoTq1p2GtVEMpKKAQFFAKCiiZEhrRxzOlgqkHNYJVt12vMSGEEEII+Ry7DTrsb5jMzExeVlY22dUghBBCCBkTY6ycc5452fUgZDS0CosQQgghhBAyLAoWCCGEEEIIIcOiYIEQQgghhBAyLAoWCCGEEEIIIcOiYIEQQgghhBAyLAoWCCGEEEIIIcOiYIEQQgghhBAyLAoWCCGEEEIIIcP6Vj2UjTHWDKB+sutxC4UCaJnsSpBvFPrNkImi3wyZKPrNjF885zxssitByGi+VcHCdw1jrIye/Egmgn4zZKLoN0Mmin4zhHy70DQkQgghhBBCyLAoWCCEEEIIIYQMi4KFb7aXJ7sC5BuHfjNkoug3QyaKfjOEfIvQmgVCCCGEEELIsGhkgRBCCCGEEDIsChYIIYQQQgghw6Jg4TbDGHuVMXadMVY1aF86Y+wvjLFKxti7jDH/QcfS+o+d7j+u6d9v7f9cyxgrYoyxybgecvNN5DfDGFMyxl7v33+WMfbPg/LkMMZq+n8zT0zGtZCbjzEWyxg7xBg70//vxv/u3x/MGCtljJ3vfw3q38/6/w2pZYydYox9b1BZ/9Cf/jxj7B8m65rIzfUVfjPL+38rlYyxPzPG0geVRf/OEPINQ8HC7WcXgJwh+14B8ATnPBXAfgCPAQBjTAFgD4B/5JynAPghAFd/nv8E8BMA0/q3oWWSb49dGOdvBsBSAOr+/VYA6xhjesaYCOA3AHIBmAHczxgz34rK///t3X+s1XUdx/HnK6SFYlITSUhDnbZKXXLvFJtpWMPNttAk5tQobWtLZtNZpq3NVrNR9Gvaqj9ShMn8kdJihTDGSpiNlpCAeKnlDxRCWGBiYfHr1R/fz909ue8FDl7Ouefe12O7O9/z+X6+n+/n3PPeZ9/3+Xx/RMvtA261/UFgMjCrfNe3A8ttnwksL++hioneceSLVGMLkt4N3AlcAJwP3Nl7sBhDTrMx8wJwSRlnvk254DnjTERnSrIwyNheAex8U/FZwIqyvAy4qixPBdbZXlu23WF7v6STgXfaXuXqCvb5wBVHvfPRFk3GjIHjSqI5CtgD7KI62Pub7edt7wEeAqYd7b5H69neantNWX4d6AEmUH3f80q1efSNGdOA+a6sAsaUMeYyYJntnbZfpYqz/CgxBDUbM7b/UGICYBXw3rKccSaiAyVZ6Awb6BtQPwOcUpbPAixpqaQ1km4r5ROAzQ3bby5lMXz0FzOPAv8GtgIvAd+3vZMqPl5u2D4xMwxImgicB/wRGGd7a1n1CjCuLPcXG4mZYegwY6bRF4DHy3JiJqIDJVnoDDcAN0paDRxP9WswwDHARcC15fVKSR9vTxdjkOkvZs4H9gPjgdOAWyWd3p4uRjtJGg08Btxse1fjujIjmftqx/9pNmYkTaFKFr7Wsk5GxIBLstABbG+0PdV2F/Ag8FxZtRlYYfsftncDi4FJwBb6pn0py1ta2edor4PEzDXAEtt7bW8HngS6qeLjlIYmEjNDmKSRVAd9C2wvLMXbyulFlNftpby/2EjMDCNNxgySzqW6dmqa7R2lODET0YGSLHQASSeV17cB3wB+XlYtBc6RdGw5B/0S4NkyLbxL0uRyF6SZwK/b0PVok4PEzEvApWXdcVQXK24E/gScKek0SW8HrgYWtbrfcfSVMeFeoMf2DxtWLQJ672j0OfrGjEXAzHJXpMnAa2WMWQpMlfSucmHz1FIWQ0yzMSPpVGAh8Fnbf22on3EmogPlCc6DjKQHqe5qdCKwjepuI6OBWaXKQuCOMuWLpOuAO6imfxfbvq2Ud1PdJWcU1fmiNzlf9pDUTMyU0wjmUt2JRMBc23NKO5cDPwZGAPfZvquFHyNaRNJFwEpgPXCgFH+d6hz0R4BTgU3ADNs7y4HiT6guXt4NXG/7qdLWDWVbgLtsz23ZB4mWOYKY+QXVTRU2lbr7bHeXtjLORHSYJAsREREREVErpyFFREREREStJAsREREREVEryUJERERERNRKshAREREREbWSLERERERERK0kCxExJEn6V3kdL+nRfur8vtxmGEmLJY0pfzc2ua+Jkq5peN8t6e630v+IiIjBIMlCRAxptv9ue/ph1Lvc9j+BMUBTyQIwkerp2L1tPWX7y022ERERMegkWYiIQU/SbEmzGt5/U9JXJI2WtFzSGknrJU2r2XaipGfK8ihJD0nqkfQrqocW9tZ7UdKJwGzgDElPS5ojab6kKxrqLajZz2zgo2WbWyR9TNJvGvo6T9JKSZskfVrS90p/l0gaWep1SXpC0mpJSyWdPHD/wYiIiCOTZCEiOsHDwIyG9zNK2X+AK21PAqYAPyhPHO7Pl4Ddtj9A9aTrrpo6twPP2f6w7a8C9wKfB5B0AvAR4Lc126ws2/yops0zgEuBTwEPAL+zfQ7wBvDJkjDcA0y33QXcB+TJthER0XbHtLsDERGHYvvPkk6SNB4YC7xq++VykP0dSRcDB4AJwDjglX6auhi4u7S5TtK6w9j3E5J+KmkscBXwmO19TX6Ex23vlbQeGAEsKeXrqU5hej9wNrCs5DojgK1N7iMiImLAJVmIiE7xS2A68B6qWQWAa6mSh65yMP4i8I6jsO/5wHXA1cD1R7D9fwFsH5C017ZL+QGqcVjABtsXDkRnIyIiBkpOQ4qITvEw1cH6dKrEAeAEYHtJFKYA7ztEGysoFyJLOhs4t6bO68Dxbyq7H7gZwPazh7lNM/4CjJV0YenbSEkfegvtRUREDIgkCxHREWxvoDog32K79xSdBUB3Ob1nJrDxEM38DBgtqQf4FrC6Zj87gCclPSNpTinbBvQAc/tpdx2wX9JaSbc0+dGwvYcqCfqupLXA01TXRkRERLSV+mbDIyKijqRjqa4vmGT7tXb3JyIiolUysxARcRCSPkE1q3BPEoWIiBhuMrMQERERERG1MrMQERERERG1kixEREREREStJAsREREREVEryUJERERERNRKshAREREREbX+B3BVRVEM7U5EAAAAAElFTkSuQmCC\n", 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observations is not." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 14;\n", + " var nbb_unformatted_code = \"hindcast.remove_bias(alignment=\\\"same_verif\\\").plot()\";\n", + " var nbb_formatted_code = \"hindcast.remove_bias(alignment=\\\"same_verif\\\").plot()\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "hindcast.remove_bias(alignment=\"same_verif\").plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We still have a trend in all of our products, so we could also detrend them as well." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Detrend\n", + "\n", + "We can leverage `xarray`'s `.map()` function to apply/map a function to all variables in our datasets." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 15;\n", + " var nbb_unformatted_code = \"from climpred.stats import rm_poly\\n\\nhindcast_detrended = hindcast.map(rm_poly, deg=2, dim=\\\"init_or_time\\\")\\nhindcast_detrended.plot()\";\n", + " var nbb_formatted_code = \"from climpred.stats import rm_poly\\n\\nhindcast_detrended = hindcast.map(rm_poly, deg=2, dim=\\\"init_or_time\\\")\\nhindcast_detrended.plot()\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from climpred.stats import rm_poly\n", + "\n", + "hindcast_detrended = hindcast.map(rm_poly, deg=2, dim=\"init_or_time\")\n", + "hindcast_detrended.plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And it looks like everything got detrended by a quadratic fit! That wasn't too hard." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Verify" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we've done our pre-processing, let's quickly compute some metrics. Check the metrics page [here](metrics.html) for all the keywords you can use. The [API](api.html#analysis-functions) is currently pretty simple for the {py:class}`.HindcastEnsemble`. You can essentially compute standard skill metrics and [reference forecasts](reference_forecast.html), here ``persistence``." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "ExecuteTime": { + "end_time": "2020-01-06T18:15:55.096705Z", + "start_time": "2020-01-06T18:15:54.630606Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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<xarray.Dataset>\n",
+       "Dimensions:  (skill: 2, lead: 10)\n",
+       "Coordinates:\n",
+       "  * lead     (lead) int32 1 2 3 4 5 6 7 8 9 10\n",
+       "  * skill    (skill) <U11 'initialized' 'persistence'\n",
+       "Data variables:\n",
+       "    SST      (skill, lead) float64 0.003274 0.004149 ... 0.01109 0.008786\n",
+       "Attributes:\n",
+       "    prediction_skill_software:     climpred https://climpred.readthedocs.io/\n",
+       "    skill_calculated_by_function:  HindcastEnsemble.verify()\n",
+       "    number_of_initializations:     64\n",
+       "    alignment:                     same_verif\n",
+       "    metric:                        mse\n",
+       "    comparison:                    e2o\n",
+       "    dim:                           init\n",
+       "    reference:                     ['persistence']
" + ], + "text/plain": [ + "\n", + "Dimensions: (skill: 2, lead: 10)\n", + "Coordinates:\n", + " * lead (lead) int32 1 2 3 4 5 6 7 8 9 10\n", + " * skill (skill) " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "hindcast_detrended.verify(\n", + " metric=\"mse\",\n", + " comparison=\"e2o\",\n", + " dim=\"init\",\n", + " alignment=\"same_verif\",\n", + " reference=\"persistence\",\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here we leverage `xarray`'s plotting method to compute Mean Absolute Error and the Anomaly Correlation Coefficient against the ERSST observations, as well as the equivalent metrics computed for persistence forecasts for each of those metrics." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "ExecuteTime": { + "end_time": "2020-01-06T18:15:57.438157Z", + "start_time": "2020-01-06T18:15:56.024458Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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3pFKp+aKwG0cEk5KSEBcXh5YtW5qXqVQqPPDAA9X6O3ToEO6//374+fmZ+9u8eXOdI4y3EhERAZlMBi8vLzz33HOYMGFCtbMEI0eOtJjaUd/9tG/fPhiNRjz88MMW/Y0bN+6WcW3atAn+/v4YPnx4g7etytmzZ5GdnV1thLpPnz4IDg7G9u3bLZb37NkTnp6e5p87duwIAA0eWbxRcXEx/vWvf5mnFMlkMjz66KMQBMGiSghgmtoSExNjsWzv3r2Ii4tDUFCQeZlSqcR9991n0W7Dhg2Qy+UYPXq0xe9oyJAhAGD+HdVl2LBh1f6mDxw4gMjISIt2t9pfbdq0gYeHB55++mksWbIEV65cqfZcGzZswL333gt3d3eLeO+55x4cO3YMxcXF1WKr4unpCV9fX8TFxcHNzc28PCIiAgCqPd/Nf2+urq6477776jzTs2HDBgQHB6NXr17V9qdOp6txWt2t3HvvvZDJZOavb775pta2O3bsQFxcnPn6FwCQSCQYP348jh49Wm3/1PQ3V1paihMnTpiXrVixArGxsfDw8IBUKoVKpUJpaWmD3k8eeOABpKSkYNWqVZg6dSo8PDzwxRdfoHPnztiyZYu5XVxcHM6ePYv169fjpZdeQkhICH744Qf07NkTixYtqtdzde/eHd9//z3effddHDx40OKMMBHdvXihbA2q5rympqZa9bi2bduiW7dut2wXGRlpTgrKy8vx1FNPYcmSJVi3bh3uv//+au0nTpyI++67Dx999JF57mRjKSsrQ25uLgICAgDAXOKytueoSlzy8vIAwCKxutnhw4dx77334p577sE333yDgIAASCQSPPnkkxZzmjMyMhAVFVXt8TdXwbhy5QoGDRqEyMhIfPbZZ2jVqhWkUilef/11nD592oqttvTrr78iKCgIrq6uCA4OrnHKVdX+qVLf/VQ1X/3mbalPhY+8vDy0aNHi1htQD1Vzfm/eDsA0D7hqfZWb5zZXXQfSGHPRH3/8cWzZsgVz5sxBTEwMVCoV9u/fjylTplTrv6Z46/t6yc7ORmVlZa1Voqpew3Xx8vKq19/0rfaXu7s7/vrrL7z11lt47rnnUFJSgg4dOuDNN9/EqFGjzPEuWrSo1sQuLy/PImG/8SACAORyeY3LboyjSk2vPz8/P1y9erXWbczOzkZqamqtF7PWtT+DgoKwZcsWlJWVQalUmpd/9tlnKCoqQkZGxi0PXvPz89G5c+dqy/39/SEIAgoKCiz2T21/c1Xb+Ntvv2Hs2LGYNGkSZs+eDbVaDbFYjHvvvbfBr3OVSoUHH3wQDz74IADTAWhCQgJmzpyJgwcPmts5OTlh6NCh5ulI586dw4ABA/Diiy/Wa9Dms88+g7+/P7799lu89tpr8PLywsSJE/HOO+/ctQUPiIhJfY2kUin69++PzZs3N3m1DYVCgZdffhlLlizBqVOnakzqExIS4Ovri7lz5+LFF1+ERCJptOffuHEjDAYD+vTpA8B0QAOYajN36NChWvuq8pxqtRqA6QOyXbt2Nfb9yy+/QCqVYtWqVRaJQEFBATw8PMw/BwQE1DgH9eZlGzZsQFFREVasWGFxMKHVauuzqbWKioqyGP2ryc0XYNZ3P1UlpVlZWQgLCzOvr23O7Y3UarXFqOLtqEo6a5ornJmZia5duzbK89xKeXk51qxZgzfeeMOiSsiN11jcqKYKQwEBATXeX+Hmfert7Q2FQoGdO3fW2HdgYKA1od+2mJgY/PLLL9Dr9Th48CD++9//4uGHH8axY8cQFRUFb29vxMfH41//+leTx1vb31tdB5He3t4IDQ3FihUralxfV5nPgQMH4uuvv8aGDRvMCS8Ac5nHW9WAB0yv4dpevyKRqNoBTW1/c1XbuGzZMrRu3driWgydTlftAPd2xMXFYciQIbe85qdt27YYO3YsPvroI2RnZ8PX17fO9i4uLvjvf/+L//73v0hNTcXKlSsxc+ZMyOVyvP/++40WPxE5Fk6/qcXMmTORl5eHV155pcb1ly5dwvHjx63q8+YqI1WqKhbUNCoJmCoivP7663jggQfwxBNPWPWcdcnOzsYrr7yCgIAA83SQXr16wdXVFRcuXEC3bt2qfVUl8AkJCRCLxViwYEGt/Wu1WkgkEovEbOvWrdWmcPTs2RN79+61mCKg0Wjw22+/VesPgMUBwrlz5ywu8rWV+u6n2NhYiMXiaonQsmXLbvkcQ4YMQWZmZrX9cKOqA86bK8fcrF27dvDz86v2vHv27EFqamqDbvLTEBUVFTAYDNVGe625SVZcXBySkpIsKgiVlZVVq4I0dOhQlJeXo6ioqMbfka2T+ipSqRRxcXF46623YDQazWeZhg4diuPHj6NDhw41xtuYgws3/72VlJRg3bp16NmzZ62PGTp0KK5cuQIXF5ca46s60K/JqFGjEB4ejn/961/IyclpUMz9+vXD3r17LQ4ADAYDli9fjs6dO1uM0gOo8W/OxcXFPDVKq9VCKrUc11q8eHGDprKUlJRUK3FcFd/58+fN7+06na7WMxpnzpyBUqmEu7u7Vc8dHByMl156CR07dmy0QQAickwcqa9F3759MW/ePLz44os4deoUHnvsMbRq1QoFBQX4888/8fXXX+PHH3+0KGt5+vRpi4opVTp27AiVSoXJkyejuLgYo0aNQlRUFAwGAw4cOIAPPvgA4eHhFiNYN3vmmWfwzDPPNHh7rl69ir1798JoNCI/Px979+7FwoULIQgCfvvtN/MpcTc3N/zf//0fpkyZgpycHAwbNgzu7u64evWquV7+I488gvDwcEyfPh3z5s1DSUkJhg8fDolEgv379yMiIgJjx47F0KFD8fHHH+Oxxx7D448/jnPnzuGtt96qNho4ffp0fPHFFxgyZAjeeOMNODk54f/+7/8sTtMDpgMJqVSKiRMn4qWXXkJGRgZmz56NVq1a3bKkXmOr736qqnRTVU6ve/fu2LRpE/74449bPkdiYiIWLlyI8ePH49VXX0VsbCxKSkqwceNGvPDCC4iIiDBP4/rwww8xbNgwSCSSGqeLSCQSzJkzB08//TQSExORmJiIq1ev4rXXXkObNm0a9WARMJ1Vublsn7u7OwYPHoy4uDh8+OGHCAgIgFqtxrffflvntI+bvfjii/jyyy9xzz33YPbs2XBycsK8efPg5ORkcQDZv39/jB8/HqNHj8aLL76IHj16QCwWIyUlBX/88Qfef/99tG3bts7nys3NrXGuuL+/v1U3oPr999+xYMECjBw5EqGhodBoNPj000/h6upqTqTnzJmDHj16oG/fvnj++ecREhKCgoICnDhxAsnJyTVWg2ooPz8/i7+3999/HxqNBq+//nqtj5kwYQK+++47DBo0CC+99BKio6NRWVmJixcvYu3atVi9enWtUz/kcjlWrVqFe+65BzExMZgyZQq6d+8OuVyOzMxM/PLLLwCun+GqyfTp0/H9999j8ODBePPNN+Hm5oYvvvgC586dq7Gs7cKFC81/cxs3bsTXX3+NN954w5w0Dx06FKtXr8b06dNx//334+DBg+Z7iVjr7NmzGDp0KMaPH4/+/fvD19cXGRkZ+Prrr3HixAlzKdaioiKEhIRg7NixSEhIQFBQEPLy8rBs2TKsX78er7zySr0O3nr27Inhw4eb78y7fft2HDt2DJMmTbI6diK6g9j1Ml0HsHv3bmH06NGCv7+/IJVKBU9PT2Hw4MHC4sWLzRVr6qp+gxsqZWzYsEGYOHGi0LZtW8HFxUWQy+XmCgmZmZkWz4tbVKwRBOuq31R9SaVSwdvbW+jdu7fw1ltvCdnZ2TU+Zt26dUL//v0FV1dXQalUCq1btxYef/xx4eTJkxbtvvzyS6Fjx46CXC4XPD09hX79+gl79uwxr//000+FkJAQQaFQCN26dRM2b95craqFIAjCoUOHhD59+ghOTk5CYGCgMGfOHOE///lPteo3y5cvF9q1ayc4OTkJkZGRwk8//VStSoe11W/qqtRS1dfChQsbvJ80Go3wzDPPCJ6enoJKpRIeeOABYdeuXbesfiMIpio7M2bMEFq1aiXIZDLB399fGDVqlLnSiF6vF5577jnBx8dHEIlE5v1V2z5YvHix0KlTJ0EulwteXl5CYmKikJ6ebtGmttcVAGH27Nm17itBuL5Pa/qqqgR16dIlYejQoYKLi4vg4+MjTJkyRfj9998FAMJff/1l7qtfv35C7969a3yeQ4cOCb1797Z4vUybNk3w8PCwaGcwGISPP/5Y6NSpk+Dk5CS4ubkJnTp1El5++WWhsLCwzm2pq/rNlClTrNpfZ86cER5++GEhJCREcHJyEtRqtTBs2DBh7969Fo+5cuWK8I9//EMIDAw0/74TEhKExYsXm9vUVvGopjiq3ps2b95crd3ChQuFsLAwQS6XCzExMcKff/5p8diaXo9lZWXC7NmzhXbt2pn/5rt16ybMnj27Wjw1yc7OFmbOnCl06NBBUCqVgpOTkxAWFiZMnDixWlWdmt4nzpw5I4wYMUJwc3MTnJychNjYWGH9+vUWbar2z99//y30799fUCgUgp+fn/Dvf//bosqYwWAQXnvtNSEgIEBQKpVC3759hcOHDwvBwcHCpEmTzO3qU/2moKBAePPNN4X4+HjzZ4WHh4fQv39/4eeffza3q6ioED744ANh8ODBQosWLQSZTCa4uroKcXFxwv/+9z+L6j83uvl3+8orrwgxMTGCm5ub4OzsLERFRVlUsCKiu5NIEGoouUJE5EAMBgO6dOkCtVqNP//8097hEBER2Ryn3xCRw3n99dfRunVrBAcHIy8vD19//TWOHz9er2lNREREdyIm9UTkcEQiEebMmYP09HSIRCJ06tQJq1evtqjdTkREdDfh9BsiIiIiIgfHkpZERERERA6OST0RERERkYNjUk9ERERE5OCY1BMREREROTgm9UREREREDo5JPRERERGRg2NST0RERETk4JjUExERERE5OCb1REREREQOjkk9EREREZGDY1JPREREROTgmNQTERERETk4JvVERERERA6OST0RERERkYNjUk9ERERE5OCY1BMREREROTgm9UREREREDo5JPRERERGRg2NST0RERETk4JjUExERERE5OCb1REREREQOjkk9EREREZGDY1JPREREROTgmNQTERERETk4JvVE1KjeeOMNiEQieHl5obKystr6adOmQSQSISQkpNq6FStWQCQSoVevXjX2/f3330MkEtX41adPn8beFCIiIochtXcARHTnEYvFqKiowB9//IGRI0eal+v1eixfvhyurq41Pm7x4sUAgKSkJFy8eBHh4eE1tlu7di18fHwslrm5uTVO8ERERA6II/VE1OhEIhFGjBiBpUuXWizftGkTiouLMXTo0GqPyc3NxYYNG8zrlixZUmv/nTt3RlxcnMVXZGRk424EERGRA2FST0RNIjExEb///juKi4vNy5YuXYoHHnigxlH1ZcuWQa/XY/bs2ejRo0edST0RERFZYlJPRE1iyJAhcHV1xcqVKwEAGo0Ga9aswYQJE2psv3jxYrRu3RpxcXFITEzEhQsXsHfv3hrbGgwG6PV6iy+j0dhk20JERNTcMaknoiYhlUoxduxY8xScVatWQS6XY9iwYdXanjt3Dvv37zcn/OPGjYNUKjXPsb9ZSEgIZDKZxdesWbOabmOIiIiaOV4oS0RNZsKECejduzfS09OxdOlSjBkzBnK5vFq7qqk2iYmJAAAfHx8MGTIEy5cvx8cffwyZTGbRft26dfD19bVYFhAQ0ERbQURE1PwxqSeiJhMXF4fQ0FB89NFH2LJlC7Zu3VqtjSAIWLJkCTp37gy1Wo3CwkIAwMiRI/HHH39g/fr1GD58uMVjOnXqhKCgIFtsAhERkUNgUk9ETWrChAl4++23ERQUhPj4+Grrd+/ejUuXLgEAPD09q61fvHhxtaSeiIiILDGpJ6ImNXHiRBw7dgzDhg2DSCSqtn7JkiWQyWRYu3YtFAqFxbr58+fjt99+Q1FREdzd3W0VMhERkcNhUk9ETSo8PByrV6+ucV1lZSVWrFiBe++9t8ba9VKpFL/88gt+/vlnPPnkk+blR44cQVpamkVbuVyOLl26NGrsREREjoJJPRHZze+//46CggI89thjNa7v06cPWrdujcWLF1sk9TVNx/Hz80NmZmZThUpERNSsiQRBEOwdBBERERERNRzr1BMREREROTgm9UREREREDo5JPRERERGRg2NST0RERETk4JjUExERERE5OJa0rEV6enqj9SWRSODn54esrCwYDIZG67cpMWbbYMy2wZhtgzHbRlPFHBgY2Gh9EZHtcaSeiIiIiMjBMaknIiIiInJwTOqJiIiIiBwck3oiIiIiIgfHpJ6IiIiIyMExqSciIiIicnAsaUlE9VZersfWTZdQWXkBKpUYfQcGwclJYu+wiIiI7npM6omoXioqDFi98gIyM7QAALFYhEH3tDKvP3+2ANu2psHT0wkenk7w8FSYv3f3cIJUyhODRERETYVJPRHdUmWlZULfPbYlKnUVEItF5jYF+eXQlOqgKdUh7UpptT7c3OWY9I8OkEhMj9FqdaisMMDN3cmiHyIiIrKe3ZJ6o9GIpUuXYtu2bdDpdOjUqRMmT54MNze3GtsfPXoUixYtQlZWFvz9/TFx4kRER0eb1586dQpLly5FWloaXFxc8MADD2Do0KG22hyiO1ZVQp+RrgEADB4ajMH3dKx2N8vwNh5QKKUoyK9AYWE5CgsqUFRYAaPRtF4wCuaEHgDOnCrAjr/SIBYD7u7XR/c9PJ3MI/yubnKIREz4iYiIbsVuSf3q1atx8OBBvPvuu3B1dcUXX3yB+fPnY9asWdXaZmVlYe7cuZg8eTJ69eqFpKQkzJ07Fx9++CF8fX2RnZ2N//73v3j66afRq1cvXLhwAW+//TY8PDwQFxdnh60jujPoKg1Ys+oi0q+aEvoBCS3RKca3xrbeaiW81UqLZUajgOKiShQWlkOvM1qsKywov9YGKCioQEFBBYBi83qFQoJnpl4/cM9I1yAvt+xa8u8ElUrGhJ+IiOgauyX1W7ZswejRo+Hn5wcASExMxLRp05CTkwMfHx+Lttu3b0dYWBj69u0LAIiPj8fmzZuxfft2jBkzBkeOHEFAQAD69OkDAGjbti3i4uKwceNGJvVEt8FgEKCrNI3G9x8UhOjOPrd4hCWxWGROwm/Wd0AQYrr4oKCgAoX5pqS+sLAchfkVKC3VwcNTYdH+/NkCHD6Ybf5ZJhOb+/b0VMBbrUC79l4N2EoiIiLHZ5ekXqPRIDc3F2FhYeZl/v7+UCqVSE1NrZbUp6SkWLQFgNDQUKSmpgIABEGAIAgW641GI1JSUuodU0lJCUpKSgAAgYGBkEgar6JHVV+N2WdTY8y20dxjVrlIMGZ8BC5dLEL7Dt4AGi9miUQCH18ZfHxdqq3TVRpQXm6weA6JVAxnZym0Wr2pjc6InOwy5GSXAQB8fJSIjLr+3nH8aA7SrhTDw1MBb7UzZDLXZrufa9LcXxs1Ycy24YgxE1HTs0tSX1Zm+hB2dna2WK5SqaDVaqu1Ly8vr7FtWloaAKBTp05YtGgRduzYgd69e+P8+fM4cOAAKioq6h3T+vXrsXLlSgDAihUrzGcQGpNarW70PpsaY7aN5hSzXm+ARqODu/v1kfLg4BbV2tk65jFj/TBmLFBWpkNujub6V64GuTml8A9ws/i7zc66itMn880//7H2Iu4b3h59+oY61LSd5vTaqC/GbBuOGDMRNR27JPVKpWne7c0JvEajqZa8A4BCoaixbVU/gYGBmDFjBlasWIHvvvsOrVq1Qv/+/bFnz556xzRs2DDz9B3ANI+/sUgkEqjVauTm5lpcWNicMWbbaG4xGwxGrF11AXm55Rgzvh3cPapPm2kOMcudgMAgKQKD3AG4m5ff+Hfr4ytD2whPFBZUoCC/HDqdEb+tPoWzZzIwZFhos6+v3xz2s7UYs200VcxNMZhFRLZjl6RepVJBrVYjOTkZISEhAEwfxmVlZWjVqlW19iEhITh58qTFspSUFERFRZl/7tKlC7p06WL+ed68eejQoUO9Y3J1dYWrq6v556Z4czcYDA7zoVGFMdtGc4jZYBDwx9pkJF8sAgCcP5ePzl1rvijW1N7+MdclqpM3ojqZpgzp9cD2rRn4+1gGzp0pQE6WFsMfCoenl+IWvdhfc9/PNWHMtuGIMRNR07Hb3WASEhKwZs0aZGdnQ6vVYunSpYiOjoavb/Ukom/fvrh48SJ27doFvV6PXbt2ITk5Gf369TO3uXDhAvR6PSoqKrBp0yYcPXoUo0ePtuUmETksg0HA+t8v4eIFU0If29O/zoTe0Tg5SZA4qQv6D2oJsRjQ6Y1wUjTvkXoiIiJr2K36zciRI1FaWopXX33VXKd+6tSpAICdO3diwYIFWLx4MQDTRbQzZszAokWL8OWXX8LPzw8zZsywOAD4+eefcebMGRiNRrRp0wazZ89GUFCQXbaNyJEYjQI2/pGCC+cKAQDdY/0Q1zvAvkE1AZFIhK7d/eHrp4RIJIKzs8zeIRERETUakXBz2RgCAKSnpzdaXxKJBH5+ftVu1tOcMWbbsHfMVQn92dMFAICu3X3Rp1+LOi8ktXfMDVFXzFqNDls2Xka/gUE1XkNgL3fafm6O9HojknZnICujHL37BiAgsPo1Xc1RU+3nwMDARuuLiGzPbtNvqHnLzdGivFxn7zCoie3dk2FO6Dt3vXVCf6cRBAEb1qUg+WIRflx8BpeuXU9Ad778vHIsW3IWh/ZnIe1KEVatOIe0KyX2DouIqMGY1FM1588W4IdvTuL9t//Cyb9zq90DgO4c0Z194K1WILqzD/oOuLsSesA0JadzN184KSSoKDfdPXf3zqswGvmav1MJgoCTf+fhx8VnkJtTVV5ZBp3OiNW/XER6WqmdIyQiahgm9VRN67Ye6NLNDxpNJTasu4SVy88jP6/M3mFRE1CpZHj4kXboPyjorkvoq4SGuWPCxAj4+ZumXhzYm4Vff74AjYZnqu5EhYUV2LIxFXqdEc4qKcaMa4ep0/vA1U0ONzc53Gu4+zERkSNgUk/VmC4o9EOHjqaaxVevlGLJ92ewZ2c69DqjnaOj2yEIAvbvzYSm9HrC6uQkuWsT+ipu7k4YM74tOsWYbuZz5XIJflx0Blc5anvH8fRUoFd8IEJC3ZA4qT1ahbjBW63C2EciMOrhNlCpeAE1ETkmJvVUIzd3J0x6ojtGjGoNV1cZjEZTMrj4u1NIucR5x45IEARs35qGPTvTsXL5OZRp9fYOqVmRSsUYOLgVht4XAqlMDE2pDnt2pnP6mYMTBAFnT+dbTKnq1sMPI0aFw/mGBN7dwwkql+s/a0p1uHKZc+yJyHHYraQlNT/pV0vx97FcdO3uBz9/FwBA6zaeaBGkwr49GTh8MBtFRZU4uC8LwSFud/3oriMRBAE7/rqKo4dzAAD+/irWaa9FRKQXfHyV2Lr5CobeF8LXuQPTanXYtD4VKcnFKCyoQGwvU6nWW/1ONaU6rFx+DsVFlbh/ZBhCw9zrbE9E1BxwpJ7MDu7PwumT+dj4R4rF6KRcLkF8/yA8MjECQS1dMHBwK4sPRY5kNm+CIGDX9qs4cigbANCuvScGDwuGWMxktTbeaiXGjG8LVze5eVlOthY52Vo7RkXWuJJagqXfn0FKcjEAoLCgot7vVUajAKNBgMEg4PfV1++yTETUnDGpJwBAfn45kq/dTbRLN98aR7J8fJ0xelxbeHkrzMvSr5Zi2ZKzyMrU2CxWqj9BELBnZzoOHTAl9G3aeeCee0OY0FupvFyP31cnY/nSszh1Is/e4VAdjEbTa/6XFeeh0egglYkxeFgwhtwbXO+zLq5ucowe3xYeHk7mxP7ihcKmDZyI6DYxqScAwOFrSZ+LqwxtI7zq9RhBELB18xVkZWqxbMlZbPvzCioqmv8NZ+4me3dn4MC+LABA6zYeGHpfKBP6Bigt0cFgFKDXC9i0PtVUPUXPi8abm+KiCvz80zns35sJAFD7KPHIoxHoEOVt9TQqV1c5Ro9rA09PJxiNAtatuYQL5wubIGoiosbBpJ6g1ehw+qRp9LFzV19IJPX78BOJROg3IAienk4QBODo4Rws+uYUzp0t4JScZqCiwoAzp/IBAGGt3THsgZB6/27JktpHiUcmRqBVsCsA4MTxPKz48SyKCivsHBlVMRoFrPr5AjLSTWcNozv7YFxiO4szi9ZycZVj9Li28PQyJfZ/rE3G+bMFjRUyEVGjYlJPOHYkBwaDALlcjKhOaqse2zLYFRMea4+evQMgkYig0ejwx9pLWPPLRSY8dubkJMHoa2Ua730gFBIJ/9xvh7OzDCNHt0ZsT38AQHZWGX5cdAbJnJbRLIjFpkEGhUKC+0eGYUBCS0ilt/+aV7nIMHqsadqh0Qjs2ZUOg4GDFkTU/PBT/i6n0xlx7IipIkrHaDWcnKyviCKVihHbKwCPPt7ePJKZcqkYi78/zRv42MGN00JcXeUYOLhVoyQ3ZEoce/YJxMjR4VAoJKioMGDtrxy9tZf8vDKUl18vzRoa7o7HJ0ehdRuPRn0elYsMo8a2QVi4Ox4a04ZnvIioWeIn/V3u4vlClJcbIBYDMV19b6svD08FHhzTGsPuD4GzsxTtI714IxcbO3wwG8uXnmUN+iYWEuqORya1h1+AM9Q+SoSw5KFNCYKAE8dz8ePis9iy8bLFdL+GDEzUh0olw/CHwi0qIt1Y+56IyN5Yp/4u1669J1QqGXJytHB1ld/6AbcgEonQrr0XgkPdqpW9PLg/C1Ed1VA682XXFI4ezsaOv9IAAEm70zFwcCs7R3Rnc3OTY8y4tigv10Mmuz4+Ul6uh0LB13hTqagw4M9Nl3HujOnsSEa6BhqNDi4ut//+ZY2yMj1+/fkCOnf1QfsO3jZ9biKimvCT5y4nEonQMtgVLa9Nm2ksNyc1Z07lY/eOdBzan4U+/VqgQ0frq1FQ7Y4fzcG2P00JfYuWLojv18LOEd0dpFKxRTJZkF+OZUvPokesP7p0r7k0LDVcZoYGf/x2CcVFlQCA0DA3DBkWYpeBgh1/pSE7S4uNf6RCEIDIKCb2RGRfTOrJJgwGATKZGOXlBmzZeBmnTuRh4OBWUPso7R2awztxPBdbN18BAAS2UGHEQ+GQyXm3WHvYszMdFeUG7Nx+FenppRgyLKTJpoPcTQRBwKED2diz8yqMRtO1DX36tUDnrj52O3DqNyAIuTllyMkuw6b1qRAAdGBiT0R2VK+kPjEx0apORSIRPvzwQ/j63t4cbWo66VdLcfRwDrr18IOvn3OTP19UJzVCQt2wbWsaLpwrRPpVDX5cdBpduvkhtqc/k9AGOvl3HrZsvAwACAhUYeTo1pBzX9rN4GHBEIlFOHemABfPF+GnnDO4b0QofHyb/m/sTrbjr+t3RPbwcMKwB0Lh52/ffapQSjFqbBusWnEB2VlabF6fCggCOnS0roIYEVFjqVdSr9PpMGnSJDg71+9N9Ouvv2ad8mbu0P4sXLxQhPy8ckyYFGGT0S4XVznuHxGGSxeL8NefV1BcVImD+7Nw9kwB7n0gFAGBqiaP4U5y9kw+Nm9IBQD4BTgzoW8G5HIJht0fgsAWKuz46yoKCyuwbOlZDBzciqO4t6FjjBonjueidRsPDBjcstm8zhUKKR56uDV+/fkCsjK12LzhMoxGUyUxIiJbq/f0m969e8PdvX4VHr799tsGB0RNryC/HBcvFAEAutph3m9ouDuCWrli354MHD6YhfIyPVxcWCXHWn5+znB1lUHpLMODo1tzmkczIRKJENPFF37+KvyxNhklJTpsXp+KjKulGJDQkvcLqAeDQUBZ2fWLX728FEh8rD3cPZzsHFl1psS+DX79+TwyM7T4c9NlSCQizrEnIpurV1K/ZMkSyGT1T7q+/fZbSKWcrt9cHT5oOo3t4iJD2wgvu8Qgk4nRp18LRER6IT+/3KJMXFFhBVzd5BCLeZFhXTw8FRg9vi2c5BJWW2mGAgJVeGRie2xYl4LUlGKUlen5mq6HoqIKrP8tBXqdAeMSIyC9VlmoOSb0VZycJHhwTBv8+vMFlJZUIrCFi71DIqK7UL0yAWsSegBM6JsxrUaHUyfzAACdu/ra/SYqah+lxcWyep0Rq1ach9xJgkFDWsE/gFNybnQ5tRh+/irzqLy7e/NNdAhQOksxYlQ4jh7OYcWnejh3tgBbNl5GZYUBAHApuQht2nnaOar6MSX2rVFepm/WByBEdOeq93ngc+fOYebMmdBqtdXWaTQavPrqq7hw4UKjBkeN79jRHBj0AuRyMaKa4bzPS8lFKCqqRE52GZYtOYu/tlxBxbUP+LvdxfOFWL3yAn79+Tz3iQMRi0Xo0s3XYnpUyqVi7Nx+lTcvukanM2LLxsv4Y+0lVFYYoFBI8MCDYQ6T0FdxcpJYJPQVFQacOZ1vx4iI6G5S76T+999/R48ePWq8WFalUqFHjx74/fffGzU4alw6nRHHj+QCMF3I1RznYLdp54nR49rAy1sBADh2JAc/fHMSZ0/n39UXXydfLMK6tZdgNJoSBb3eaO+QqIFKSiqxYd0lHNqfhV9WnIemVGfvkOwqL7cMy5acwYnjpvemFkEumPBYe4S39rBvYLeposKAX3++gA2/p+DwgSx7h0NEd4F6J/XJycno2rVrreu7dOnCkfpm7tLFomvzeoGYLs233GhQS1dMmBSBXvGBkEhF0Gr0WP97Cn79+QIKC8rtHZ7NpVwqwro1yTAaBXh6OmH02LZQqXhhsaNydpYior3pWparV0qxdNFppF0psXNU9nE5pRg/Lj6DvNxyiERAXK8AjBrbplHubm1vYhEglZmmW+3YdhUH9zOxJ6KmVe+kvqCgAEpl7TcKUiqVKCgoaJSgqGm0aeeBh8e3RXz/IIsLU5sjiUSMHnH+mPh4JIJD3QAAl1NLcPLvPDtHZlupKcX47ddkGAwCPDycMGpsG6hYKcihSSRi9B/UEsMeCIFMJoZWo8cvy8/j4L7Mu+5slF+ACiqVDC4uMowa2wZxvQPumIuJZXIJRjzUGi1bme7WvWv7VRzYl2nnqIjoTlbvpN7V1RWZmbW/IaWnp8PFhVf8N2cikQiBQS7o3LX5jtLfzN3DCSNHhePe4aY69j16BpjX3ekJ0JXUEqz99SIMBgHu7nKMGtcGLnfACCaZtIvwwvhHI+DlrYAgALt2pOO31ckoL9fbO7QmVVl5/XoQJycJRjwUjgmPtUdQS1c7RtU0ZDIxRjwUjlbBpm3bvSMd+5My7BwVEd2p6p3UR0ZG4rfffqt1/bp169ChQ4dGCYroRiKRCG3beeLhR9pCJrv+kj16OAcb16VAq7nz5iQbDEZs3pgKg16Am7sco8a1vSOmJJAlL28FxiW2Q7v2pgtCky8U4eTxO/NslCAIOLAvE98vPImSkkrzcm+1EkrlnVsxTSoTY/iD4QgOMZ1x3LMrA3v3MLEnosZX76R+5MiROH36ND744AOcO3cOWq0WWq0W586dw/vvv4/Tp09j5MiRTRgqNVR6Wil+W30R6VdL7R3KbbmxHKCmVIekXek4fSofP3x7Cn8fy72jRu4lEtMIn1+AM0aNbQO3Zj5dihpOLpdg6H0hGJDQEqFhbujczXHOpNWXplSHX3++gN070qHV6pG0K93eIdmUVCbGAw+GIeTaVMLjR3Kg1d55gxFEZF8iwYpM6OjRo/j8889RXFxssdzNzQ1TpkxBTExMY8dnN+npjfehI5FI4Ofnh6ysLBgMti9F+NuvF3HxQhHUPkpMmBRRr1rZ9o75VoxGAceP5mDPznRUVpoqwQS0UKH/wLYwGLRQKiXw8HRq9nXBb7WfBUFodtvQ3F8bNXGUmG/8fUskEqRd1uHK5Ww4KSRwdpZC6Sw1/a+UQaGUOMRrI/VSMTb+kQKt1jStqH0HLwxIaAm5vHlU37Lla0OvN+LPTZfRrYcfvNW1X6N2K00Vc2BgYKP1RUS2Z9U5z5iYGHz++ec4evQoMjNNF3UFBgYiOjoacrl1I4lGoxFLly7Ftm3boNPp0KlTJ0yePBlubm41tj969CgWLVqErKws+Pv7Y+LEiYiOjjavP3z4MJYvX47MzEwoFArExsYiMTHR6rjuNAX55bh4oQgA0LW7b7NLAhpKLBYhposvWrf1wPataTh/thAZVzX4afERAKaRsSn/vP76uHSxCKdP5UOlkkGlkkLlIjN9qUz/OznZP0HKzNDgwL5MDL03BLJrCY+9YyLbuvH3fTWtBD8vO1trLXuRCBg5urV5WkdlpQG7d6RDqTQl/9cPAEzfKxRSm16EajAI2LMrHYeuVX2RycQYOLgl2nfwtlkMzY1UKsY994ZYLDMYjBCLRfxbJ6LbZvVERrlcjh49etz2E69evRoHDx7Eu+++C1dXV3zxxReYP38+Zs2aVa1tVlYW5s6di8mTJ6NXr15ISkrC3Llz8eGHH8LX1xdFRUX48MMPMXHiRAwePBgFBQV499138csvv2D8+PG3HasjO3wwGwDg4iJD2wgvO0fT+Fxc5LhveBhSLhVh7+5MFORXoKJCD5VKZvEhmZ2lxbkztVdnkjtJ8OzUTubHZKRrcOVyybWkX2pO/pVKaZN8+GZlarDq5wuorDBg04ZU3Dc8rNGfgxxLUWEF2rRVo7BQA61WjzKtDnr99QRfEGBxrwmNRodjR3Jq7U8kAoY/FI7QMHcApvtW7NyWZk76nZ1lpoOBqoMCZcMPAsrK9Fi14iwyM0w3K/T1U2LYA6Hw9FQ0qL87lU5nxJpVF+Dvr0LvvoFM7Inotlid1K9cubLWdXK5HP7+/oiJibnlCPmWLVswevRo+Pn5AQASExMxbdo05OTkwMfHx6Lt9u3bERYWhr59+wIA4uPjsXnzZmzfvh1jxoxBXl4edDodBg4cCLFYDG9vb3Tt2hWpqan13q6SkhKUlJhqRQcGBkIiabxTw1V9NWaf9aHV6HD6pOmiuy7d/SCX1//Xba+YGyq8tRfatvOBWq1GenoWtNpKi9h9/FSI7OCNUo0OmlIdNKWVKC+/ftpa4SSBVHp9/1xNK8WendWnYInFIjirpHB1k2N8Ynvzh3BBQTny88rhcm3031klq1dCJJFIcDWtCCuXnUVlhQFKZyl6xwc16/3uaK8NwDFj7hjthwGDOiA3N9c8xUJXaTAl+GU6aDV6qH1U5m2SSiQIC3eHVquHVqtDmVYPne76TcoEAXB2lpvbl5bocfxobp0xjBjVGq3bmC7i1euN+GvL5WvTgGQ3/W86CKjqW6WSm99vunb3Q59+QZBK630Jl03Z87VxYF8W0i6XIu1yKQAR+g4Iqvf0yBv/JyICGpDU7969G/n5+SgvL4eHhwcAoLCwEAqFAi4uLsjLy4OXlxfeeOMN+PrWfMGXRqNBbm4uwsKuj0b6+/tDqVQiNTW1WlKfkpJi0RYAQkNDzUl7SEgIOnfujM2bN+Oee+5Bfn4+Dh48iPvuu6/e27V+/XrzAcuKFSvMBxuNSa1WN3qfddm04Sz0egFOTlIMGtwBSqX19c1tHXNjCAys/rvz8/NDn3jLZTqdASUlFSgproBOZ4Cf3/Vt9fEpR2CLEhQXV0BTWoGqK0+MRgGlJTqIxWL4+/ub2585dRHr1p43/ywSAS4uTnB1c4KbmwJu7gqMerij+QNbq6lERaUBmtIKfP2/vSgvN0ClkuPpKXHwD6h5Clpz44ivjTs5Zj8/oF1EsMWyymuvsdLSSmg0lQgO8TS/D8ikWrSP9IVGU4nSkkqUaipQWWE5PzswwAd+fqbpMoUFZTh+9FCdMTz6WFeo1YCPjw8mPu6Kq1eL0D6y8d9Lm4I9Xhv3D/dBcZERfx/LwMH9mVAqlbh/RGS9R+wd8fVMRE3H6qT+oYcewpYtWzBlyhRz0p6dnY0vv/wSgwYNQlRUFD766CMsWrQIM2bMqLGPsrIyAICzs7PFcpVKBa1WW619eXl5jW3T0tIAAGKxGP369cN3332HRYsWwWg0ok+fPhgwYEC9t2vYsGHo06eP+eesrMa7+59EIoFarbYYcWtqOp0Bu3dcAgB0jFajuDgfN13fXCd7xHy7GhqzQmn6uvF3HtZagbDW7QCYEnmNeYRfB42mEoJg2T4/vwgiEczJvyDAdMBQUoH0q8VwdpYivv/15ObQgUxs+/PKDTFI8dDDbSASlyErq6yhu8Am7qbXhj01ZsxyJ9PXze8D9w63PAjQ643mUX6tVg+xtNz8Oi8uqkBYaw+UVa0v01c7CKjUmd6/q2L28m7c99KmYO/XxqAhgaioKMe5MwXYuf0SNBot+g9qWWdi31QxN8VgFhHZjtVJ/YoVK/Diiy9ajML7+vri0UcfxUcffYQ+ffpg/PjxmDdvXq19VN2Z9uYEXqPRVEveAUChUNTYtqqfEydO4PPPP8dLL72EmJgYFBcX43//+x8+//xzTJ06tV7b5erqClfX6zc/aYo3d4PBYLMPjeQLBSgr00MsBqI7qxv8vLaMubE0RczOzhI4O0vg43t9TvCNzxHb0x894vyg1eqvJf46aKsOBDR6iMUii/Y31ulWOssw6uE28FY7OdS+5mvDNmwZs0gE04XkqusfDVXPrXKRYviDlmdM9Xojysr0KNOavtQ+CpvH3FjsGfPQ+0IgEgFnTxfg8MEsGI1G9Bt466k4jrifiajpWJ3U5+fn1/pGk5+fDwDw8vIyj8bXRKVSQa1WIzk5GSEhIQBMozllZWVo1apVtfYhISE4efKkxbKUlBRERUUBAJKTkxEcHIwuXboAADw8PDBo0CDMnz/f2s27Y7Ru64lxiXJkZWjhyhrnNiESia5V17n1NKcecf6I7OCF8nIjojqGoLg4nx/O5HCkUjFcXeXmG6NxjnfDiMUi3HNvCEQAzpwuwNHDOZBKxejTr4W9QyMiB2L1lUvt2rXDd999h9zc6xdY5ebmYtGiRYiIiABgqvF+q7l+CQkJWLNmDbKzs6HVarF06VJER0fXOA+/b9++uHjxInbt2gW9Xo9du3YhOTkZ/fr1AwC0bdsWly9fxrFjxyAIAoqLi/Hnn39Wm4d/t/EPUCG6i8+tG5LNOTlJ4K1WolWwW4OudSCiO4tYLMKQe0PQvoMXnJwkaBvhae+QiMjBWD1S//TTT+ODDz7A888/b3GhbFBQEF5++WUAgF6vx5gxY+rsZ+TIkSgtLcWrr75qrlNfNVVm586dWLBgARYvXgzAdBHtjBkzsGjRInz55Zfw8/PDjBkzzAcAERERePLJJ7Fo0SLk5uZCJpMhMjIS//jHP6zdPCIiIrsQi0UYPDQYxUUV8GD5TyKyklV3lK0iCAKOHz+Oq1evAgCCgoLQsWPHO6rGrqPeUTb9ain2J2Wiaw8/BLV0afDvxFHuwHkjxmwbjNk2GLNtNPeY9XojThzPRXRnH4u7DfOOskR0M6tH6gHT3OHo6GiLO7pS83BofxZSLhWjtFSHCZMi7B0OERE1kMFgxLq1ybh0sRhZmVoMHhps07sCE5FjadDdQDZv3oyXXnoJiYmJ5nJlq1evxp49exo1OLJOQX45Ll4oAgB07e57R505ISK624jFIri4mC5CPn0yH5vXp8JotPrkOhHdJaxO6tevX48VK1agX79+uHHmjqenJzZu3NiowZF1Dh/MBgC4uMh4kRURkYMTiUQYOLglOsWYCk+cPpWPjX+kMLEnohpZndRv2rQJkydPxvDhwy3Kl4WGhppvBkW2p9XqcOpkHgCgc1dfSCTN85bsRERUfyKRCAMSWiLmWiWzs6cL8MdvyTAYjHaOjIiaG6szv+zsbHNt+RvJ5XKUl5c3RkzUAMeO5MCgFyCXixEVzVuHExHdKUQiEfoNDELnrqaKb2dP5+OnJUc4Yk9EFqxO6tVqNa5cuVJt+YkTJ3jlvJ3odEYcP2K6b0BUJzWcnHgDGCKiO4lIJELfAS3QpZspsa8o1zOpJyILVle/GTx4ML777jvI5aaLd7Kzs3HixAksXboUEyZMaPQA6dYupxajrEwPsRjmkRwiIrqziEQixPdvAbWPM/oNaI/8/NxmWYaTiOzD6qT+/vvvh0ajwfvvv4/Kykq8/fbbkMlkGDlyJBISEpoiRrqF8NYemDApAhnpGri6ye0dDhERNRGRSISO0T6QyXhGlogsNahO/dixY/Hggw/iypUrEAQBQUFBUCh49zt78vF1ho+vs73DICIiIiI7aFBSD5gujA0PD2/MWIiIiIiIqAHqldS/+eab9e5w9uzZDQ6GrJN+tRRJuzLQpbsvQkLdeLMpIiIiortUvZL6G6vaCIKA3bt3w83NDa1btwYAXLhwAcXFxejdu3fTREk1OnQgC1cul6CsTI+QUDd7h0NEREREdlKvpP6pp54yf79kyRL06tULTz31FMRiU0VMo9GIb775Bk5OTk0TJVVTkF+Oi+eLAABdu/tylJ6IiIjoLmZ1nfpt27bhgQceMCf0ACAWi3Hvvfdi+/btjRoc1e7wwWwAgIuLDG0jPO0cDRERERHZk9VJvU6nQ1ZWVrXl2dnZ0Ov1jRIU1U2r1eHUyTwAQExXX0gkVv8aiYiIiOgOYnX1m549e+Krr77CI488grZt2wIAzp49i59++gk9e/Zs9ACpuuNHcmHQC5DLxegYrbZ3OERERERkZ1Yn9U888QSWLFmCBQsWmEfmpVIpBg0ahMTExEYPkCzpdEYcO5IDAIjqpIaTE29AQkRERHS3szqpl8vleOKJJ/DII4+Yp+H4+fnx5lM2knbFVO1GLAY6d/W1dzhERERE1Aw0+OZTCoUCwcHBjRkL1UNomDsmPhGJ9KulcHWT2zscIiIiImoG6nWF5fz581FWVlbvTv/3v/+huLi4wUFR3by8FYjqxLn0RERERGRSr6R+586d0Ol09e50z549Vh0EEBERERFRw9V7+s1zzz1X706tOQCg+km/Wopd26+ia3c/hLV2582miIiIiMisXkn9s88+a3XH7u7uVj+GanfoQBbSr2pQUZGOsNbct0RERER0Xb2S+v79+zdxGFSXgoJyXDxfBADo2t2Po/REREREZIG3InUARw5mAwBULjK0a+9p52iIiIiIqLlhUt/MabU6nDyRBwDo3MUHEgl/ZURERERkiRliM3f8SC4MegFyuRgdY3zsHQ4RERERNUNM6psxvc6IY0dyAABRndRwcpLYOSIiIiIiao6suqOsXq/H9OnT8a9//QtBQUG39cRGoxFLly7Ftm3boNPp0KlTJ0yePBlubm41tj969CgWLVqErKws+Pv7Y+LEiYiOjgYAnD59Gu+++65Fe51Oh6CgIMydO/e24rSnq2mlKC/XQywGOnf1tXc4RERERNRMWZXUS6VSVFRUQCy+/QH+1atX4+DBg3j33Xfh6uqKL774AvPnz8esWbOqtc3KysLcuXMxefJk9OrVC0lJSZg7dy4+/PBD+Pr6on379li8eLG5vdFoxPPPP4/4+PjbjtOegkPd8NiTHXA1rRSubnJ7h0NEREREzZTV2Xn//v2xYcOG237iLVu2YMSIEfDz84OzszMSExNx9OhR5OTkVGu7fft2hIWFoW/fvpBKpYiPj0doaCi2b99eY99HjhxBYWEhBgwYcNtx2pu7hxMio7ztHQYRERERNWNWjdQDQGlpKXbv3o0TJ04gLCwMCoXCYv2TTz55yz40Gg1yc3MRFhZmXubv7w+lUonU1FT4+FheEJqSkmLRFgBCQ0ORmppaY/+bN29GbGxsrVN5alJSUoKSkhIAQGBgICSSxpu/XtWXNX0KgmDXevQNidneGLNtMGbbYMy2wZiJ6E5hdVKfkZFhTrDz8vIa9KRlZWUAAGdnZ4vlKpUKWq22Wvvy8vIa26alpVVrm5ubiyNHjmD27NlWxbR+/XqsXLkSALBixQr4+flZ9fj6UKvV9WqXcikfa389ib4DwtEpOgBisf2S+/rG3JwwZttgzLbBmG2DMRORo7M6qbc2Wa6JUqkEgGoJvEajqZa8A4BCoaixbVU/N/rzzz8RGBiIyMhIq2IaNmwY+vTpY/45KyvLqsfXRSKRQK1WIzc3FwaD4ZbtN2+4gLQrRdi0/jT8A8R2GbG3NubmgDHbBmO2DcZsG4z5uqYYzCIi27E6qa9SWVlpTnz9/f0hk8nq/ViVSgW1Wo3k5GSEhIQAMCXRZWVlaNWqVbX2ISEhOHnypMWylJQUREVFWSwzGAzYunUrRowYYeXWAK6urnB1dbXoq7EZDIZb9ltQUI7z5woAAF26+cJoNDZ6HNaoT8zNDWO2DcZsG4zZNhgzETk6q5N6g8GAZcuW4Y8//oBerwcAyGQy3HvvvRg7dmy95/glJCRgzZo1iIqKgouLC5YuXYro6Gj4+lYv3di3b1+sXbsWu3btQlxcHPbu3Yvk5GRMmTLFot2hQ4eg0WjQr18/azer2ThyMBsAoHKRoV17TztHQ0RERESOwOqk/qeffsJff/2Fxx9/3DzF5eTJk1i2bBkEQcCECRPq1c/IkSNRWlqKV1991VynfurUqQCAnTt3YsGCBeYylf7+/pgxYwYWLVqEL7/8En5+fpgxY0a1A4DNmzejV69eUKlU1m5Ws6DV6nDyhOk6hc5dfCCR8N5gRERERHRrVif1O3fuxDPPPIPu3bublwUGBsLd3R3ffPNNvZN6sViMiRMnYuLEidXWxcfHV6sxHxMTg5iYmDr7fO211+r13M3V8aO5MOgFyGRiREXzAigiIiIiqh+rh4JLS0trvJtsUFAQSktLGyWou5FeZ8SxI6Ya/R2j1VAoGny5AxERERHdZaxO6lu0aIFt27ZVW75t27Yak32qn/T0UlSU6yESATFdq19XQERERERUG6uHgx9++GHMnTsXZ86cQUREBADgzJkzOHfuHGbMmNHoAd4tWgW74fGnonA1rRRubnJ7h0NEREREDsTqpL5bt25477338Ntvv+Ho0aMATFNvHn/8cXN5SmoYVzc5IiK97B0GERERETkYq5J6vV6PBQsWYPTo0eZKNXT7BEGwyw2miIiIiOjOYNWceqlUin379jVVLHel9KulWPr9aZw6kQejUbB3OERERETkgKy+UDYmJsY87YZu3+ED2cjNLcehA1ngYD0RERERNYTVc+rbt2+PFStW4PLlywgPD4eTk5PF+l69ejVacHe6woJyXDhfCADo2t2PU3CIiIiIqEGsTuq/++47AKa7t27evLnaeib19Xf4YDYAQOUiQ7v2nnaOhoiIiIgcldVJ/fLly5sijruOVqvDyRN5AIDOXXwgkVg9E4qIiIiICICVc+r1ej3GjRuHy5cvN1U8d43jR3Nh0AuQycSIilbbOxwiIiIicmBWV7/x8mId9dul1xlx7EgOACCqkxoKhdUnTIiIiIiIzKye83Hvvfdi5cqV0Ol0TRHPXSEzU4PKCgNEIqBzN197h0NEREREDs7qIeLjx4/j7NmzeOaZZxAUFASFQmGx/tVXX2204O5UQS1d8cTkKKSllcDNTW7vcIiIiIjIwVmd1Ht4eCA2NrYpYrmrqFxkaBfBqUxEREREdPusTuqfe+65pojjriEIAuvRExEREVGjqvec+qysLAiCUOt6vV6PEydONEpQd6r0q6VY9O0p/H0sF0Zj7fuSiIiIiMga9U7qp02bhuLiYvPPzz//PHJycsw/l5aW4q233mrc6O4wB/dnoiC/AkcPZ4OD9URERETUWBp8x6Pi4mIYjcbGjOWOlperwfmzBQCArt39OAWHiIiIiBoNb2NqIzu2JQO4doFse087R0NEREREdxIm9Tag1epwcP8VAEBMFx9IJNztRERERNR4rMoub5wyIhKJOIWkno4dzoZOZ4RMLkbHaLW9wyEiIiKiO4xVJS1vLGep0+kwffp0Jva3oNcZceRwNgCgU7QPFAqrq4gSEREREdWp3hnms88+25Rx3LGysrTQVRohFovQpZufvcMhIiIiojtQvZP6/v37N2EYd64WQS546rlOKC2RwM1dDIPBYO+QiIiIiOgOwys2bcDZWYaOnQLsHQYRERER3aGY1BMREREROTgm9UREREREDo5JPRERERGRg7NbfUWj0YilS5di27Zt0Ol06NSpEyZPngw3N7ca2x89ehSLFi1CVlYW/P39MXHiRERHR5vXGwwG/PLLL9i2bRtKSkrg4eGBJ554Ap07d7bVJhERERER2UWDkvpz587h+PHjKCoqgiAIFuuefPLJevWxevVqHDx4EO+++y5cXV3xxRdfYP78+Zg1a1a1tllZWZg7dy4mT56MXr16ISkpCXPnzsWHH34IX19fAMDChQtx5coVvPbaawgMDERBQQH0en1DNo+IiIiIyKFYndT//vvvWLx4Mfz9/eHp6dngm09t2bIFo0ePhp+fqXZ7YmIipk2bhpycHPj4+Fi03b59O8LCwtC3b18AQHx8PDZv3ozt27djzJgxSE9Px9atW/HRRx+hRYsWAAAvLy+r4ikpKUFJSQkAIDAwEBKJpEHbVZOqvhqzz6bGmG2DMdsGY7YNxmwbEokEukqDQ8VMRE3P6qR+3bp1mDRpEu69994GP6lGo0Fubi7CwsLMy/z9/aFUKpGamlotqU9JSbFoCwChoaFITU0FAJw4cQJKpRJJSUnYvHkzxGIxunTpgsTERCiVynrFtH79eqxcuRIAsGLFCvPBRmNSq9WN3mdTY8y2wZhtgzHbhqPFrKs0OETMWm0ltv15EQf2X4GmtBIqFzm692iJ/oPC4ewst3d4RGRnVif1Go0GXbt2va0nLSsrAwA4OztbLFepVNBqtdXal5eX19g2LS0NgGmUvaysDGlpafjoo49QUVGBuXPn4ocffsAzzzxTr5iGDRuGPn36mH/OysqyapvqIpFIoFarkZub6zA3n2LMtsGYbYMx24YjxVxersf+pAyc/DsXWq0ezs5SdOioRo+eAVAo7Ha5Wa3Ky/VYtuQM8nLLzMs0pZXYtvUi/j6ejnGJEbcdd1MMZhGR7Vj9DtCtWzecOnXqtv74q0bPb07gNRpNteQdABQKRY1tq/qp+n/cuHFwdnaGs7MzRowYgQULFtQ7JldXV7i6upp/booPJIPB0Ow/6G7GmG2DMdsGY7aN5h5zebkeP/90Dnm55eZlWq0eB/ZlIvliIcaMb9vsEvu9e9ItEvob5eWWYd+edPTp18LGURFRc2L1u1b79u2xbNkypKWlITg4GFKpZRe9evW6ZR8qlQpqtRrJyckICQkBYBoZLysrQ6tWraq1DwkJwcmTJy2WpaSkICoqyry+Jg2d709ERHeuA/uyLBL6G+XllmP9bykIb+NuXmZRD0IABAg1rjN9L9zQDpbfX2ts0Z1g+c1NXZif79jh7Dq36eSJPCb1RHc5q5P6r7/+GoDpgtma1CepB4CEhASsWbMGUVFRcHFxwdKlSxEdHW2uZnOjvn37Yu3atdi1axfi4uKwd+9eJCcnY8qUKQCAiIgItGrVCitWrMDkyZNRUVGB3377DT169LB284iI6A538nhunetTU4qRmlJso2gaR5lWD73eCKmUt58hultZndQvX768UZ545MiRKC0txauvvmquUz916lQAwM6dO7FgwQIsXrwYgOki2hkzZmDRokX48ssv4efnhxkzZpgPAMRiMf71r3/h66+/xlNPPQVnZ2fExsbikUceaZRYiYjIsel1Rly8WIhTf+ehvPzWU4Mio7whFotw4wnfqu9vPAtscUK4aj2qr7dsJ7re3PwY0z+iGxbc+JBDB7Kg11uWkL6R0lnKhJ7oLme3SYNisRgTJ07ExIkTq62Lj49HfHy8xbKYmBjExMTU2p+Pjw9effXVxg6TiIgclCAISLtSijOn8nH+bAEqK431epzSWYohw4KbODrr6A0CDu2vvYBDhyhvG0ZDRM1Rg5L60tJSHD16FLm5udVu8DR69OhGCYyIiKgh8vPKcPpkPs6cLkBJcaV5uZ+/M9p38EJBfjmOHal9Ck5zTJC7x/ohJbmoxmsBvNUKdItl5Rqiu53VSf2FCxfw3//+FyKRCKWlpfDw8EBhYSGcnJzg5eXFpJ6IiGxOq9Hh7JkCnD6Zj+ys69XSXN3kiIj0RPtIb3h5KwCYqt+kXSl1qARZoZBizPi2OLgvCydP5KFMq4fSWYoOUd7oFuvX7Kr1EJHtWf0usGTJEsTGxuKpp57CpEmT8Oabb0Imk+GTTz7BsGHDmiJGIiKiavQ6Iy5eKMTpU/lIvVRsriQjd5KgbTsPRER6oUWQS7VKaI6aICsUUvTp1wL9BraCl5ca+fnN/34ARGQ7Vr9zpaSk4Mknn4RIJIJIJIJer4efnx8mTJiAL7/8EnFxcU0RJxERkXme/OmT+bhw7vo8ebEYCA1zR0QHL4SFu9/yolFHT5BlMom9QyCiZsbqpF4sFptr07u7uyMvLw8tWrSAq6srcnJyGj1AIiKivNwynD6Vj7On8lFSojMv9wtwRvtIL7SN8ISzs6xBfTNBJqI7gdVJfXBwMFJSUuDv7482bdpg9erVEIlE2LJlCwIDA5siRiIiugtpNDqcPV2AM6fykJ11/W6qbu5yRER6ISLSC15eCjtGSETUfFid1D/44IMoLzddXDR27Fi89957ePvtt+Hm5oYXX3yx0QMkIqK7h+7aPPkzJ/ORmlJ9nnz7Dt4IbKHiHcOJiG5idVLfqVMn8/e+vr6YN28eSktLoVLxTZaIiKwnCALSLpfi9Kk8XDhXaDlPPtwd7SO9EFqPefJERHezBl/iX1JSgszMTISEhMDFxaUxYyIiortAXm5VPfl8lN4wT94/wBntI73RJsKjwfPkiYjuNlYn9eXl5fjqq6+QlJQEAPj000/h5+eHBQsWwNPTE2PGjGn0IImIyDHoKuuuIKMp1eHsmXycPpmPnGzLefLtr82T9+Q8eSIiq1md1P/444/Izs7GO++8gzfffNO8vEuXLli+fDmTeiKiRnKrBLm5KC/X48C+LJy6oeZ7ZJQ3ul+r+a7TGXHxvKme/OVq8+Q90b6DF+fJExHdJquT+oMHD+KFF15A69atLd6Ag4KCkJ2d3ajBERHdbW6VIDc35eV6/PzTOYu7s5Zp9Ti0PwvnzxTAP9AZly4WQ6ermicvQmi4G+fJExE1Mqs/IYqLi+Hh4VFteWVlJYSq4RciIrJaXQlySnIRxoxv2+wS+wP7sizivVFxcSWKiysBAP4BKrTv4IW27TyhdG5e20BEdCdoUJ3648ePIyEhwWL5zp07ER4e3miBERE1JkeYylJXgpyXW46D+7LQp18Li+VGowCDQYDBYIRBL0BvMJp+1l/7/4Z1BoMR+qplN643f2/6X6+//n21fm5YpjcIKLmWtNdGKhVjwmMR8PTkPHkioqZkdVI/ZswYfPjhh8jPz4fRaMTu3buRlpaGvXv34t///ndTxEhUb46QuJHtNJepLAaDEZUVRlRWGq59GVFZccP3lQZUVhhw7HDdUxgPHcjCqZN5Fsl4cz9Bqtcb4eoqt3cYRER3PKs/1WJiYvDyyy9j1apVEIlEWLVqFcLCwjBr1ixERkY2RYxEdWouiRs1L7c7lcVoFMzJtjnxrikhv2m9rtKIiorr31dWGmAwNE7mLQiAVqOvtlwiFUEiEUMqEUEiFUMiEV37uva9VASp+XvL9VLpDe1uXH/tf6lFP9Xb/bToDMrLaz+YVjpLOW+eiMgGGpTxdOrUyeImVET24ohzkMk2DuzNrHMqyy/Lz8PbW2GZsN8wmq7XN94QuFgMyOUSyOQSOMnFkMklkDtJIJeLIZdLTF9OYhw6kA39tQtKa6JQSJD4WHtTkn0tGReLYdeqMR06qXFof1bt66O8bRgNEdHdi9kOObSGzEGm22fvaU56vRGaUh1KS3UoLam89r8OpaWV1/7X3XKud052mUWd9JpUS7zlYstlThLIZVXLblxv+TiJVFSvxFuvF+pMkKM6qeHSzKaydI/1Q0pyUY1/h95qBbrF+tkhKiKiu0+9k/rnn3++Xu3mz5/f4GCIrGE0CjhxLLfONidP5DGpbyS2mOYkCALKyw3mRF1zY7J+w/flZY1zUJFwTysolFI4ySWQXUvIq76XycQ2HwF3xARZoZBizPi2OLgvCydveG10iPJGN06BIyKymXq/2+bk5ECtVqN3795wdnZuypiIamQwGJGVqcXVtFLT15US6HR1T5Eo0+qh1xs5p/c2NcY0J4NBgEZjObKusUjWTQm7oR7TXsRiQKWSQeUih4urDC4u175c5VC5yODqKsOypWfrTP6VzlJEdVLXfyfYgKMmyAqFFH36tUC/ga3g5aVGfn4uDAZetE5EZEv1/oR46qmn8Oeff2L9+vXo2bMnBg0ahHbt2jVlbHSX01UakJGuMSfxGRmaagmfSIQ6q3+IxSJkZ2kR2MKliaO9s91qmtO+PRmI6qSuNg1GU3r9e622+gWeNZHLxdcSc1OCbkra5deSdtP3SmcpxOK6R9E7dHTMud6OniDLZBJ7h0BEdFeqd1KfkJCAhIQEpKam4s8//8R7770HT09PDBo0CP369YOLC5Mmuj3lZXpcvVqK9LRSpKWVIidLC+NN1wx6eSvQIsjF/HX0SE6diZvRKGDFj+fQKtgVsb0C0CKIr9OGOPV3Xp3rjxzKwZFDObfsR6UyJeaqG0bWb0zWXVxlkMsbJyl0xKksN2OCTERE9dWgm0898cQTSExMxN69e7Fhwwb89NNPWLBgAaflkFVKSyuvTaMxjcTfnHyJRICfvzMCW7igRUsXtGjhUu1OlHUlbp5eTggNc8eJ47m4nFqCy6klaNnKFbG9/BHU0rVJt+1OotcZUVZ261F2dw85XK8l6aqqZL0qcXeVQaWS3XJ0vTE56lQWIiKihmjwp9rly5dx6tQpXL16FS1atIBUyg9Iqp0gCCgqvJbEp5XgapoGRYUVFm0kEhH8A1TmUfiAFqpbjtrWJ3HrEeePI4eyceRQNq5cLsGVyyUIaumC2F4BaNmKyX1t9Hojzp8twLEjtx6BVyqlePypKBtEZR1Hn8pCRERUX1Zl4lqtFjt27MCff/6J7Oxs9OnTB7Nnz0ZYWFhTxUcOShAE5OWWm0bhr5pG4zUanUUbuVyMgMBro/BBLvDzd27QBa23StwUSil69glE526+15L7HKRdKUXa8vNoEeSCuF4BCGrlYtda381JSXEljh/LwYnjpoMkwHTAVdcNlDp0bJ7z02/EqSxERHQnq3dS/+mnn+LAgQMICQnBfffdh549e8LJyakpYyM7s6YWucEgIDtLi/SqyjRXS1Fx010mlUopAoOqRuJd4eOrbPTpGHUlbgqFFD17B6JLNz8cPZSNw4eycTWtFL+sOI/AFirE9gpAq2DXuzK5FwQBaVdKcexwDi5eKDRffKz2USKmiw+CQ92weuUFh56fTkREdCerd1K/e/duqNVqODs7IykpCUlJSTW2e/XVVxstOLK9+tYi1+uMyMgwVaZJTytFerqm2p0wXVxl5qk0QS1d4OmlaBYJs5OTBLG9AhDT1RfHDmfj8MFspF/V4NefLyAg0JTcB4fcHcl9ZaUBp0/m49iRHOTnmRJ2sRho084T0Z19ENhCZd4PnJ9ORETUfNX7k7hv3753RZJzN6urFnnyhSLE9fZHTnYZrl4pRVamFkaj5XQMTy8ncxIfGOQCNzd5s37NODlJ0KOnKbk/ejgHhw9mISNdg9UrL8A/wBmxvQIQEurWrLehofLzynHsSA5On8xDZaXpYEylkqFjtBodo9VQuciqPYbz04mIiJqveif1U6ZMadQnNhqNWLp0KbZt2wadTodOnTph8uTJcHNzq7H90aNHsWjRImRlZcHf3x8TJ05EdHS0ef3DDz8Mudwyifzf//7HijxWqKsWeUF+Odb/lmKxzMdXaZHEq1TVE0FHIJdL0CPOHzFdfHDsSA4OH8hGZoYWa365CD9/Z8T1CkBImOMn90ajgOSLRTh+JAeXU0vMy1sEuSC6sw/C23hAIqnfNnJ+OhERUfNit3Pmq1evxsGDB/Huu+/C1dUVX3zxBebPn49Zs2ZVa5uVlYW5c+di8uTJ6NWrF5KSkjB37lx8+OGH8PX1Nbf797//jYiICFtuxh3lVrXIxWKgS3c/U2WaQNUdN+VCLpege6w/Yjr74PjRXBw6kIWsTC3WrLoIXz9nxPbyR1i4u8Ml91qtDif/zsPxo7koKa4EAEhlYkS090J0ZzV8fHngS0RE5OjslpVt2bIFo0ePhp+f6QK7xMRETJs2DTk5OfDx8bFou337doSFhaFv374AgPj4eGzevBnbt2/HmDFjbB77nSgzQ3PLWuRGIxDXK6BBFWociUwuQdcefujU2Qd/H83Bwf1ZyM7S4rdfk+Hjq0RsrwCEt27+yX1mhgbHjuTg3JkCc+UaDw8ndOrsg8gorzvuoIyIiOhuZpdPdY1Gg9zcXItSmP7+/lAqlUhNTa2W1KekpFQrmxkaGorU1FSLZfPmzYPBYICfnx9GjBiB2NjYesdUUlKCkhLTlITAwEBIJI03vaCqr8bss7FkZ2mxd3c6zp8ruGVbpbMUTk7Nd4pNY+9niUSC7nGBiOnqh+NHc3BgbyZyssvw+2pTct+zdyBat/W8reS+sWPW6404ezofRw9nIzNDY14eFu6OmK5+jXKNQHN+PdeGMdsGY7YNR4yZiJqeXZL6srIyAKg2312lUkGr1VZrX15eXmPbtLQ088+vv/462rVrBwA4ePAgPv30U7z88suIiYmpV0zr16/HypUrAQArVqwwn0FoTGq1utH7bKgrlwuxZdN5nD6ZBQCQSsXw9XNB+tXiWh8TGxfcJPulsTXFfg4KCsTgIVHYv/cy/tp6ATnZZVj760X4B7giYUgbRHUKuK3ynLcbc0FBGfbuScX+pMvQaExTbJTOMnSPbYmevYLhrVbdVv81aU6v5/pizLbBmG3DEWMmoqZjl6ReqVQCQLUEXqPR1Hhhq0KhqLFtVT8A0LFjR/P3vXr1wvHjx7Fz5856J/XDhg1Dnz59zD9nZWXV63H1IZFIoFarkZtr/2oh6VdLkbQ7HSnJRQBMyXx0Zx90i/WHVCrGsiVnkJdbVu1x3molOnRya9T90thssZ9bt3NGSHgU/j6Wg/17M5CZUYIlPxyGt1qJuN4BaNvOy6rk/nZiFgQBl1NLcPRQlkVteR9fZ3Tu6ouISC/IZBLoDaXIyiq1qu+mitleGLNtMGbbaKqYHWHQhohqZ5ekXqVSQa1WIzk5GSEhIQBMSXRZWRlatWpVrX1ISAhOnjxpsSwlJQVRUbXfll4sFkMQar8D5s1cXV3h6upq/rkp3twNBoPdPjTSrpRg355MXLlsmmIkk4nRqbMPunbzhfMNVWvGjG9Tay1ymUzkEB96Tb2fRSKgU4wakVFeOPl3Hg7uy0RebhnWrUlGknc6evT0R9t2nlYl99bEXFFhwOmTeTh2JAcF+RUAALFYhLYRHoju7IOAwOu15ZtyP9jz9dxQjNk2GLNtOGLMRNR07HalXEJCAtasWYOoqCi4uLhg6dKliI6OtqhmU6Vv375Yu3Ytdu3ahbi4OOzduxfJycnmMpuXL19GZWWl+QDh8OHD2LFjB1544QUbblHzIwgCrlw2JfNX00wjtXK5GDFdfNG5qy+UztV//axFXn9VZzk6dPTG6ZP52L83E/l55djwewr27clAbM8AtI2wLrmvS35eGY4dycWpE3nQXbvRl8pFhk7RakR1qrm2PBEREd0d7JbUjxw5EqWlpXj11VfNdeqnTp0KANi5cycWLFiAxYsXAzBdRDtjxgwsWrQIX375Jfz8/DBjxgzzAUBxcTG+/fZb5OTkQCqVws/PD88++yy6detmr82zK0EQkJpSjH17MpGRbrpY0slJgs5dfRHT1afeVU9Yi7x+pFIxOkabRu6rkvuC/ApsWGdK7nv09Ee79rVPy9FV1n7QZDQKSL5QhGNHcsxnWQCgRUsXxHT2QVjr+teWJyIiojuXSLBmjspdJD09vdH6kkgk8PPzQ1ZWVpOOeguCgEsXi7AvKRNZmaZrEBRKCbp080N0Zx84OdU/SbdVzI2pucRsMAg4cyoP+5MyUVRkumjVw8MJ3Xv6o32kKbkvL9fjwL4snLphmlNklDe6x/pBoZBCq9HhxN95+PtoDkpKdABMU6YiIr0Q3dkHah9lXSE0qeayn63BmG2DMdtGU8UcGBjYaH0Rke2xUPUdQBAEXDxfiH1JppKLAODsLEXX7n7oGKOGXM4Rd1uSSETo0FGNiEhvnDmdj/1JmSgsrMDm9anYvycDnbv54vjRXOTnXb97b5lWj0P7s3D+bAH8/J2RfKHoem15TydEd/ZBZJS3VQdmREREdPdgUu/AjEYB588VYH9SJvJyTQmiSiVD1x5+6Bithkx2Z98kqrmTSEToEOWN9pFeOHstuS8oqMC2P9NqfUxxUSWKr43uh4W7I7qzD1qFuDb7G10RERGRfTGpd0BGo2BKEq/N3QYAF1cZuvfwR4dO3nf8HV8djVgsQvsO3mjX3gvnzhRg4x8pqGvSm1QqwqOPR8Ldw8l2QRIREZFDY1LvQExztfNxYK9pOgcAuLnL0T3WH+07eDGZb+bEYhFat/HAhltcxaLXC6xkQ0RERFZhUu8A9HojTp/Mx4F9meapGVUXXka092L1EwcilYmhVEpRVqavtY3SWcoDNCIiIrIKk/pmTK834uTxPBzYn4nSaxVQPL2cGr3+OdlWZEdvHNpf+515O0R52zAaIiIiuhMwqW+GdDoj/j6Wi0P7s6DRmJJ5b7UCPXr6o01bJvOOrnusH1KSi8wXN9/IW61At1jeqp2IiIisw6S+GamsNOD40VwcPpAFrdY0PcPHV4nYnv4Ib+PBCih3CIVCijHj2+LgviycvKFOfYcob3S7VqeeiIiIyBrMHpqBigoDjh3JweGDWSgvM91IxM/fGbE9/REa7s5k/g6kUEjRp18L9BvYCl5eauTn5zrMjW+IiIio+WFSbyO6yuoJW3m5HkcP5eDIoWxUVJjWBwSqENsrAMGsTX7XkMl4QykiIiK6PUzqm1B5uR4H9mXh1A1TLCKjvNGxkzdOncjH0cPZqKw0AgBatHRBXM8ABLVyYTJPRERERFZhUt9Eysv1+PmncxYXQ5Zp9Ti0P8ui8kmrYFf06OmPoJau9giTiIiIiO4ATOqbyIF9WTVWN6ni5i7H0PtCENjCxYZREREREdGdiHe4aSKn/s6rc71OZ2RCT0RERESNgkl9E9DrjHXeMRQwTcXR6402ioiIiIiI7mRM6puAVCaGUln3zCalsxRSKXc/EREREd0+ZpVNJLKjd53rO0TVvZ6IiIiIqL6Y1DeR7rF+8FYralznrVagW6yfjSMiIiIiojsVk/omolBIMWZ8W3Tr4Qels2kqjtJZim49/DBmfFsoFCw8RERERESNg5llE1IopOjTrwX6DWwFLy818vNzYTBUv7MsEREREdHt4Ei9jchkEnuHQERERER3KCb1REREREQOjkk9EREREZGDEwmCINg7CCIiIiIiajiO1NtAeno6Hn74YaSnp9s7lHpjzLbBmG2DMdsGY7YNR4yZiJoek3oiIiIiIgfHpJ6IiIiIyMExqbcBV1dXjB49Gq6urvYOpd4Ys20wZttgzLbBmG3DEWMmoqbHC2WJiIiIiBwcR+qJiIiIiBwck3oiIiIiIgfHpJ6IiIiIyMExqSciIiIicnBM6omIiIiIHByTeiIiIiIiB8eknoiIiIjIwTGpJyIiIiJycEzqiYiIiIgcHJN6IiIiIiIHx6SeiIiIiMjBMaknIiIiInJwTOqJiIiIiBwck3oiIiIiIgfHpJ6IiIiIyMExqSciIiIicnBM6omoydx7770QiURYsGBBjesLCwvxn//8B1FRUXB2doZKpULnzp0xZ84cFBYWWrTNyMjACy+8gDZt2kChUMDV1RU9e/bExx9/jPLychtsDRERUfMltXcARHRnysrKwqZNmwAAS5YsweTJky3WX758GQMHDkRRURH++c9/Ii4uDiKRCAcOHMAXX3yBgoICfPTRRwCAo0ePYsiQIXB2dsYLL7yA6OhoVFZWYteuXXj77bchEonwz3/+0+bbSERE1FyIBEEQ7B0EEd15Pv74Y0yfPh1Dhw7Fxo0bkZycjJCQEPP6+Ph4nD17FgcOHEBwcLDFY7VaLfbs2YOEhARUVlaiffv2kMlk2LNnD7y8vCza5ubm4uzZs+jdu7ctNouIiKhZ4vQbImoSS5YsQUREBObNmwdBELBkyRLzuqSkJOzatQuzZs2qltADgLOzMxISEgAAv/zyC5KTk/Hee+9VS+gBQK1WM6EnIqK7HpN6Imp0p0+fxqFDhzBhwgS0b98eXbp0sUjqt27dCgC47777btnX1q1bIZFIcM899zRZvERERI6OST0RNbrFixdDJBJhwoQJAIDExETzVBsASEtLAwC0atXqln2lpaXBx8cHSqWy6QImIiJycEzqiahRCYKAH3/8Eb169UJoaCgAYPz48ZBIJFi8eLGdoyMiIrozMaknoka1Y8cOpKamYuTIkSgsLERhYSEUCgXi4+OxfPly6PV6tGjRAoCpAs6ttGjRArm5uSgrK2vq0ImIiBwWk3oialRVo/Evv/wyPD09zV/btm1DdnY2Nm7ciEGDBgEA1q1bd8v+Bg0aBL1ej40bNzZp3ERERI6MJS2JqNGUl5fD398f3bt3x2uvvWaxzmg04sEHH8SwYcOwbNky9OnTB+fOnauxpGVZWRl2795draRlUlISPD09Ldrm5+fjzJkz6NWrV5NvHxERUXPFm08RUaP57bffUFRUhClTpqB///7V1o8ZMwY//vgjSkpK8OOPP2LAgAHo3r07/vnPf6Jnz54QBAGHDx/G559/jgcffBAJCQmQy+VYuXIl7rnnHnTu3BkvvPACYmJiUFlZiaSkJHz++ed47bXXmNQTEdFdjSP1RNRohg8fjr179+Lq1auQyWTV1u/atQvx8fH49ttv8fjjj6OwsBAffvghVq1aheTkZIhEIkRERGDUqFGYOnUq3NzczI9NT0/H+++/j3Xr1uHKlSuQy+Xo2LEjxo8fj8mTJ8PJycmWm0pERNSsMKknIiIiInJwvFCWiIiIiMjBMaknIiIiInJwTOqJiIiIiBwck3oiIiIiIgfHkpZERETUpIxGI3Q6HVibg8h6IpEIMpkMYnHdY/FM6omIiKjJFBUVoaSkBCKRCCKRyN7hEDkcQRAgCAJcXV3h7u5eazsm9bVIT09vtL4kEgn8/PyQlZUFg8HQaP02JcZsG4zZNhizbTBm22iqmAMDAxutryp6vR4lJSW8jwRRIygpKYFKpYJUWnP6zjn1RERE1CT0ev0tpwwQUf2IxWLo9fra19swFiIiIiIiagJM6m1EV+kYp3WJiIiIyPEwqW9C5eV67Nx+FV98egSv/Ws9vvj0CHZuv4ry8tpPnRAREVF1Op2xyZ9j3Lhx+Oyzzxq1vTV9Xr58Gb6+vubr+lauXIn+/fvXOx5rpKenw9fXF5cvX661zaefforIyEiEhITgyJEjTRLH3SAgIAC7d++uV9vdu3cjICCgQc/DC2WbSHm5Hj//dA55ueXmZWVaPQ7tz0JKchHGjG8LhYK7n4iIqDblZXrsS0rHieM50Gr1cHaWIqqTD2J7BkKhbPzP0GXLlt1We19fX6xduxZxcXEN7vNGo0ePxujRoxv8+NuRnp6Od955Bzt27EC7du3sEsPtGDlyJPr27YsXX3zR3qHYDEfqm8iBfVkWCf2N8nLLcXBflo0jIiIichzlZXr8tPgU9u/NgFZrOsOt1eqxf28Gflp8CuVlPOvdlC5fvgyxWHxbCb1Op2vEiOhWmNQ3kVN/59W5/uSJutcTERHdzfYlpSM3t6zGdbm5Zdi3t/FKT1cZOXIk5s2bB+D6VJgVK1agT58+CA0NxZgxY5CVlVVj+6ppMmPHjkVISAimT59erQ0ATJs2DTExMQgNDUWfPn3wyy+/1BrPsmXL0KNHDwDAkSNHEBISYvHl6+uLP/74AwCQn5+PF154ATExMWjfvj2efPJJZGdnm/vKysrCo48+ivDwcMTFxWHr1q21Pu/q1avx8MMPw2AwICQkBN27dzc/x5QpU9ChQwd06NABzz//PAoKCsyP69q1K+bOnYsHH3wQISEh+P3336HX6/Hxxx8jLi4OrVu3xn333YejR4+aHyMIAhYtWoR+/fohLCwMMTEx+OabbwAAJ06cwIgRIxAREYE2bdpg3LhxuHTpkvmx27dvx8CBAxEWFoaIiAiMGjUKADBz5kzs3bsX8+bNQ0hICHr27Fnjdn7wwQcYNWoU5syZg/bt26Ndu3b48ssvceXKFTz00EMIDQ1FQkICzp07Z36MVqvFa6+9hpiYGERERGDixIlIS0szry8tLcXzzz+Ptm3bokuXLjWeqfnjjz+QkJCA1q1bo3fv3li5cmWtvwtrcP5HE9DrjCi7xQhCmVYPvd4IqZTHVUREdPf4v3f3NUo/+5MysD8p45btXp4Ve1vPs2bNGqxZswZyuRzjxo3D+++/b5GkV9m2bRt8fX2xfPlyi+k3N4uNjcUbb7wBd3d3rF27Fs8//zyioqJuOSLeuXNnpKSkmH/+6KOPsGzZMsTGxkIQBEyaNAmtW7fGjh07IJVKMWvWLDz77LPmg4bnnnsOLi4uOHLkCMrKyvCPf/yj1ucaOXIkfHx8MHr0aIvnfPbZZyGTyczzw5977jlMmTIFP/74o7nNkiVLsHjxYkRFRaG8vBwffPABduzYgWXLlqFly5ZYtmwZxo0bh71798LDwwPff/895s2bh4ULF6JHjx4oKCgwz/MXiUR4+eWX0b17d1RUVGD69Ol47rnnsH79egDA888/j1mzZmHcuHGorKzEwYMHAQDvvfcezpw5U6/pN0lJSXjwwQdx4sQJbNu2DRMmTMCWLVvw3nvvITQ0FNOmTcOsWbPMiffrr7+OkydPYv369XBzc8O///1vJCYm4s8//4REIsG///1vJCcnY+fOnVAqlZg2bZrF/SS2bduG6dOn44cffkCPHj1w9OhRjB07Fi1atKj14KO+mFE2AalMDOUt5voxmSciImr+ZsyYAW9vb7i6uuKhhx6yGGVuiAkTJsDLywsSiQQPPvggIiMj630RZZUVK1Zg4cKF+Omnn+Dt7Y1jx47h+PHjeO+99+Dm5gZnZ2f85z//wc6dO5Geno6MjAzs3LkTb7zxBtzc3ODn54cZM2ZY9ZyZmZn466+/MGfOHHh4eMDDwwNz5szBli1bLM5eJCYmomPHjhCJRFAoFFi4cCFmz56NkJAQSCQSTJgwAX5+fti8eTMA4JtvvsELL7yAuLg4iMVieHt7o3PnzgCADh06oE+fPnBycoKbmxtmzJiBQ4cOQavVAgDkcjlSUlKQnZ0NJycn9O7d26ptAoDw8HAkJiZCIpFg0KBB8PLywoABA9C2bVvIZDKMGjUKx44dAwAYjUasWLECM2fOREBAAFQqFd566y2cP38ehw8fhtFoxC+//IKZM2fCz88Pbm5u+M9//mPxfAsXLsRTTz1l3t4uXbpg9OjRWLFihdWx34wj9U0ksqM3Du2vfd68Xm/Ej4vOYPDQYAQEqmwYGRERkf3Ud+R8/keH6jzr7ewsxZQXujZWWLXy8/Mzf69SqVBaWtrgvoxGIz744AOsWbMG2dnZEIlE0Gq1yMur/5Tc7du3Y9asWVi+fDnCwsIAmKYKVVRUoEOHDhZtFQoF0tLSIJFIAAAtW7Y0r2vVqpVVsV+9erXa40JCQszrqvbTjc+Rl5cHjUaDxMREiEQi83K9Xo+MDNNZlitXriA8PLzG57x06RLefPNNHD58GKWlpeY+8vLy4OzsjB9++AGffPIJ+vfvD29vbzz66KN4+umnrdouX19fi5+VSqXF71ypVJp/57m5uaioqLDYBy4uLlCr1UhPT0dwcDAqKirq3M+XL1/G7t278dVXX5mXGQyGOs/u1BeT+ibSPdYPKclFNV4s6+YuBwDk55Vj+dKz6NzVF736BEAml9g6TCIiomapY7QP9u+tfXpNVLSPDaOpnxsT15qsWrUKS5cuxYoVK9CuXTuIxWIMHjwYgiDUq/+TJ0/iqaeewmeffYauXa8f0AQFBcHZ2Rnnzp2r8Q6+VSUyr1y5gtDQUPP31mjRogUAU1JadTCRmppqsQ6AxfN7e3vD2dkZK1euNI++36xly5ZITk6usXTnyy+/DH9/f2zbtg1eXl44ffo0+vXrZ95fUVFRWLhwIQRBwL59+/Dwww8jMjIS8fHxTXInY7VaDScnJ1y5csW8D0pLS5Gbm4vAwEB4e3tDLpdb7OebS4YGBQVh7NixeP755xs9vmY7B8RoNGLx4sX4xz/+gYkTJ2Lu3LkoLi6utX1RURHmz5+PJ554ApMmTcLLL7+M/Px8G0ZsSaGQYsz4tujWww9KZ9Oxk9JZim49/PDIxAhMfDwS3Xr4QSQCjhzKxuLvT+NySu3bR0REdDeJ7RkItVpZ4zq1WonYuEAbR3Rrvr6+Fhdy3qykpARSqRTe3t4wGo348ccfcfLkyXr1nZGRgUceeQQzZ87EsGHDLNbFxMSgQ4cOmDVrljn3yc3Nxa+//goACAwMRO/evTFnzhyUlJQgOzsbH374oVXb5u/vj/79++ONN95AUVERCgsLMXv2bAwaNMhiZPtGIpEIkydPxhtvvIHk5GQApiR469atyMzMBAA8/vjj+OSTT3DgwAEYjUbk5eWZa+KXlpbC2dkZ7u7uyMvLw/vvv2/uu7KyEsuWLUNeXh5EIhHc3d0hFovNZyVu9btoCLFYjIcffhjvvfceMjMzodVqMXv2bLRu3RpdunSBRCLBQw89hA8++ADZ2dkoKSnB22+/bdHH5MmT8b///Q979+6FwWBAZWUljh07dtvTuoBmnNSvXr0aBw8exLvvvms+RTF//vwa21ZWVmLOnDmQSqX4+OOP8d1332HatGlQKBS2DLkahUKKPv1a4LlpnfHOB8Pw3LTO6NOvBRQKKaQyMfr0a4Hxj0bAx1eJ4qJKrPr5AjatT+XNqYiI6K6nUEox/tFI9OgZAOdrg2POzlL06BmA8Y9GNkmd+ts1a9YsvP/++2jTpg1eeumlauvHjh2LLl26IDY2Fp06dcLZs2frPe1i+/btyMjIwJw5cywq4GzatAlisRiLFi2CIAgYPHgwQkNDMWzYMIu5+l999RUqKysRExOD4cOH4+GHH7Z6+7744guoVCr07NkTvXr1gpubW625WZVXXnkFQ4cOxcSJExEWFoa4uDj88MMPMBpNNxN74oknMG3aNEyfPh1hYWFISEgwJ/Vz5szBvn37EB4ejuHDh2PIkCEWfa9Zswa9e/dGSEgIHn30Ubz88svo1asXAODpp5/GsWPH0Lp1a8THx1u9rbWZM2cOYmJiMGTIEHTp0gXZ2dlYvHix+WDinXfeQatWrdC7d2/069cPQ4YMMa8DgAEDBmDevHl48803ERERgY4dO+L111+HRqO57dhEQn3P+djYc889h9GjR2PgwIEATBdoTJs2DZ9//jl8fCxPuW3evBmrVq3CZ599Bqm0cf7Iq05VNQaJRAI/Pz9kZWVZXAFdxWAQcOhAFvbtyYDBIMBZJcXAhJZo3daz0WKw1q1ibo4Ys20wZttgzLbBmK8LDGz8ke/y8nLk5+dDJpPddl+sGEd3O51OBy8vr1oHrZvfYS4AjUaD3Nxc83wlwHTaR6lUIjU1tVpSf/LkSfj7++OLL77A0aNH4ebmhoSEBNx///31fs6SkhKUlJQAML2x3XhUdbuq+qqtT4kE6Nm7BdpGeGHT+hSkp5Xi9zWX0KZdIQYNDobK5fbfDK11q5ibI8ZsG4zZNhizbTBmx8GEnqhuzTKpLysz3WzC2dnZYrlKpTKXMbpRSUkJTp48icceewzPPfccUlNT8e6778Ld3b3ep1zWr19vrkG6YsWKWueH3Q61Wl3nej8/ICIiGHv3pOKP30/j/NkCpF0uxQMjI9G1e9AtL8BpCreKuTlizLbBmG2DMdsGYyYiR9csk3ql0nRhzM0JvEajqZboA6aSTV5eXrj33nsBmGqOxsfH48CBA/VO6ocNG4Y+ffqYf76x5urtkkgkUKvVyM3Nrdep0vA2Skx6ogM2b0xFSnIRVvx0DPuSLmHw0BC4ezg1Wlx1sTbm5oAx2wZjtg3GbBuM+bqmGMwiIttplkm9SqWCWq1GcnKyuQZqVlYWysrKaqyrGhISYr6q+kbWjGy7urrC1dXV/HNTvLkbDIZ696tykWLEQ2E4cyof27emITWlGN9/cwK94wMR3dkHYrFtRu2tibm5YMy2wZhtgzHbBmMmIkdXrwlqubm5NdZQFQQBubm5jR4UACQkJJhvzqDVarF06VJER0dXu0kAAPTv3x8lJSXYsGEDjEYjUlJSsHPnTsTG3t6toe1NJBKhfQdvTHwiEm0jPKHXGbF9axpW/HgOebll9g6PiIiIiJqJeiX1U6ZMqbFGfGlpKaZMmdLoQQHAyJEj0bVrV7z66qt45plnYDQaMXXqVADAzp078eijj5rb+vj44NVXX8XWrVsxadIkzJs3D2PGjDGXNXJ0zioZ7n0gFA88GAaViwyZGRos/eEM9u7JgMFgtHd4RERERGRntzX9pqKiolHKVNVELBZj4sSJmDhxYrV18fHx1ebKd+jQAR988EGTxNJchLf2QFBLV+zcdhUnjudi7+4MnD9bgMFDg+EfoLJ3eERERERkJ3Um9VXVYADgt99+s6iLaTQacfbsWbRs2bLpoqNqnJwkSLinFdq198SWjZeRl1uO5UvPonNXX/TsEwiZjCW/iIiIiO42dSb1N96J7MCBAxCLryeMUqkUPj4+FtNgyHZatnJF4mPtsXd3Og4fzMbhg9m4eL4QCfcEo2Ww6607ICIiIqI7Rp1J/UcffQQAePPNN/HSSy/BxcXFJkFR/chkYsT3D0LbCE9s3nAZuTll+GXFeUR18kaffi2gUDTL4kZERER3vb179yIxMREXLlywdyh0h6jXXI3Zs2czoW/G/PxVGP9oBHr1CYBEIsKJ43lY/O1pXDhfaO/QiIiIqAZxcXH1TuhHjhyJefPmNXFE5OjqPZS7a9cu/P333ygqKqpW3vLVV19t9MDIOhKJCD16BqB1Ww9s3nAZGeka/L46GW3aeaD/oJZQqZrmgmYiIiKqTqfTNVkxEaKa1GukfsmSJfj888+Rl5cHV1dXuLu7W3xR8+HlrcSY8W3Rf1AQZDIxzp8txKJvT+HUibwa7zVARERkawUF5XV+VZTrLdoXFtbdvrzMsn1RYQUKCsqtjqtr166YO3cu7r//foSEhGDw4ME4cuSIef3ixYvRt29fhIeHY+DAgfjrr7/M6z744AM89NBDmD17NiIjI/Hoo4+ioqICL730EiIjIxEWFobY2FisXbsWgOm6xYCAAPPjt2/fjoEDByIsLAwREREYNWoUAGDmzJnYu3cv5s2bh5CQEPTs2bPe8YwaNQrvvPMOIiMjERkZiffff99ie0+ePImxY8eiffv2aNu2rfk5ASAtLQ1PPPEEOnTogKioKLz00ksoLS21ep+S7dRrpH779u2YOnXqHVP3/U4nFosQ08UXYeHu+HPTFaSmFGPT+lScPV2AQUNaws3dyd4hEhHRXezrL4/VuX7QkGB06eZv/vmHb06gsqL2u+fG9wtCXO8W5p9/WnwKJSWVeHmW9Teh/OGHH7BkyRK0b98eX331FR555BHs378fq1evxmeffYZvv/0WkZGR2Lp1Kx5//HFs3boVYWFhAICkpCQkJCTg6NGj0Ov1WL58OY4cOYJdu3bBy8sLV69erTUxfv755zFr1iyMGzcOlZWVOHjwIADgvffew5kzZ9C3b1+8+OKL5vaLFy+uVzwPPPAAjh8/jqNHj2L48OHo378/YmNjkZWVhZEjR+L555/Ht99+C5lMhqSkJABAeXk5HnroITz00EP4/PPPUVFRgWeffRavvfYaPvnkE6v3KdlGvUbq9Xq9+QVCjsPN3QkjR4djyLBgOCkkSE0pxuLvTuPo4WyO2hMREdVgwoQJiI6Ohlwux9SpU6FQKLBp0yYsXLgQL730EqKioiAWi5GQkIA+ffpg9erV5scGBQXhueeeg1wuh7OzM+RyOTQaDc6dOwe9Xo8WLVqgXbt2NT6vXC5HSkoKsrOz4eTkhN69e9cZZ33iCQ8Px2OPPQapVIpu3bohKioKx46ZDqhWrFiB0NBQ/POf/4RKpYJcLke/fv0AAJs3b4YgCJg5cyaUSiU8PDwwc+ZM/PLLLzAYaj+4Ivuq10h9fHw8Dhw4gAceeKCp46FGJhKJEBnljeBQN2z78wrOny3Etj/TcPZ0AQYPbQUvb6W9QyQiorvMk89G17neWWmZnkz6RxTqGotS3lTtbfyjkTA2cPDqxvvviEQitGjRAunp6bh8+TJmzpyJ1157zbxer9dbTKG5+d49o0ePRnZ2Nl5//XUkJycjPj4e//nPf2ocKP3hhx/wySefoH///vD29sajjz6Kp59+utY46xOPr6+vxWOcnZ3NZwquXLlS64Btamoqrl69itatW1ssF4lEyM7OtngOaj7qldS7ubnh119/xblz5xASEgKp1PJhI0aMaJLgqPGoVDLcNzwMF84X4q/NV5CRrsHSH84gtqc/uvbwh0QisneIRER0l/D0VNy60Q08PKxr7+7R8GmmV65cMX8vCAKuXr2KwMBABAUF4ZVXXsHw4cNrfaxIZPlZKpVKMW3aNEybNg1FRUWYOXMmXnjhBfO8+htFRUVh4cKFEAQB+/btw8MPP4zIyEjEx8db3CeoSn3iqUvLli3x+++/17ouPDwcO3fubFDfZB/1mn7z119/QalUIjk5GVu3bsWmTZvMX5s3b27qGKkRtW7jgUefaI+oTt4wGATs2ZWBnxafQVamplpbXSVPsRER0d3lxx9/xPHjx6HT6TB//nyUlZVh8ODBePrpp/F///d/+PvvvyEIAsrKyrB3716cP3++1r527tyJY8eOQafTQaFQwNnZGRKJpFq7yspKLFu2DHl5eRCJRHB3d4dYLDa39fX1xaVLlywe05B4bjRmzBhcuHABn376KbRaLSorK7F9+3YAwODBg1FZWYmPP/4YpaWlEAQBGRkZ+P/27jw86vLe+/h7tmQy2ZPJSnaysO97ATdcUJFFFrUg7XGptY/26VNPq+25jrWorT1tTxfFFrXWBQVEBDcQUEFAFgFZwhZCSEJIMslk3yazPn8MDMYsDJjZku/rurhMZv3wc5j5zv277+/90UcfuXsYhQ+4NVL/wgsveDqH8CKtVs2Mm9PJHRTNp584N61a9eYpxoyLZ9TYeA4drOZ4fg1trVZCdGqGDItl/MQE2cxKCCFEn7dkyRJ+9atfkZ+fT3Z2NitXriQiIoIlS5ag0Wj46U9/SmlpKRqNhuHDh/Ob3/ym28eqrq7miSeeoKysjKCgIEaPHs2f/vSnLm+7YcMGfvOb32AymdDr9fznf/6nq0HJj370I37605+SnZ1NUlISO3bsuKo835SYmMj69ev5zW9+w/PPPw/AqFGjuOaaa9DpdKxbt46nn36aKVOm0NzcTGJiIrNnz+a22267ouMpvEfhuMIVk/X19URERHR5KqgvKS8v77XHUqlUJCQkYDAY/G6BicViZ/fOcr4+UIXD4eycY7d3fknE6rUsuDvXrwt7fz7O3ZHM3iGZvUMye4enMicnJ/faY11kMpmora0NmH7tY8eO5fHHH2fBggW+jiJEJxaLhZiYGLTarqejud395q233uLee+/loYceorq6GnD2r//kk096L63wOo1GyfTrUlj0/Ty0IaouC3qAGqOJ/XsNXk4nhBBCCCHc4VZRv27dOvbu3cvDDz/c4dt2dna2a/6VCGyJSaGXvc2x/BovJBFCCCGEEFfKraJ+586dPPDAA0yaNKnDyu7U1FQqKio8Fk54j9Vix9TW82nctlYrVqvdS4mEEEII7zpw4IBMvREBy62ivqamplOv04usVmuXl4vAotYoCQm5/Hz5jzYUUXauSTavEkIIIYTwI24V9cnJyRQWFna6fP/+/aSlpfV6KOEbQ4bH9ni9QgFnixpZu+o0q1eeorCgrts5+MJ90jpUCNFXqdVq7HY5wytEb7Db7Z32ivomt1qZzJo1i3/961+0t7fjcDg4ceIEn3/+OR9++CGPPvpor4UVvjV+YgLFRQ3UGE2drovVa5k1O4uTJ+o49HUVlRWtfLjhLFHRwYwdn8DgoTGo1X27I1JvMpmsfLXXIK1DhRB9mlqtJjw83LWL6bc3ZxJCXN7F2RHh4eHfvaifPn06VquVtWvXYjabefHFF4mJieGBBx5gwoQJvZNY+JxWq2bB3bns32vg2DeKzaHDYhl3odic9L0kxk5I4PjRGg7sN1Bf186nm0vZvbOcUWPjGTFKL0XpZZhMVt55u6DDl6e2VisH9hkoLmrw+9ahQghxJSIjIwkPD8discjUTSGugkKhQKPRXLadvNuVw/XXX8/1119PY2MjDoeDyMjI7xxS+B+tVs3UawZwzfVpxMToqa01duqDrNEoGTkmjuGj9Jw+Vcf+fQaqq9r4ckc5X+2pZPhIPaPHxhMeEeSjv4V/+2qvocuzIXCpdejUawZ4OZUQQniOUqkkODjY1zGE6NOueDgwIiLCEzmEH9JoOm9l/U1KpYK8wTHkDormXEkT+/cZKC1p4uD+Kg4drCJvcAxjxyegjwvxUuLAcOxoz61Bj+XXSFEvhBBCiCvSbVH/s5/9jGXLlhEWFsbPfvazHh/kf//3f3s9mAgcCoWCtIwI0jIiqDK0cuArAwUn6zhxrJYTx2rJyIpg3IQEBqSE9dv5lCaTleKzjZw5XY+preeOUW2tVmprTcTEdL1jnBBCCCHEt3Vb1E+ZMsW10dSUKVO8FkgEtvgEHTNvz2TK1GS+PlBF/hEjxUWNFBc1kpCkY9z4BAbmRKFU9u3i3uFwUFfbTtGZBs6eaaD8fDNXMpX09VeOk5CoIyc3iuzcaKKi5bS1EEIIIbrXbVH/zc0XZCMGcaUio4K59oZUJk5O4vChag4frMZQ0cpH7/fdjjk2m53z55opKmrg7JlGGurbXdcplZCSGk7mwAhqjSbye5iCEx0TTFOTBUNlK4bKVnZ+UU5cfAjZuVHk5EYTEysj+EIIIYToyK059fX19dhsNmJjO/Yxr6mpQaVSERUV5Ylsog8I0amZNCWJseP7Zsec1hYLZ882cvZMA6XFjZjNl/oxh4SoyciKIHNgJOkZEQQHO9comExWKipaum0duuDuXFQqJSVnGyksqKPoTAPVVW1UV7Wxe2cFMbHaCyP4UejjQvrtlCYhhBBCXOJWJfX3v/+dyZMnM2PGjA6XHzp0iD179vDrX//aI+FE39GhY05BHQf2GagyXOqYM2yEntHj4onw8445DocDY3UbZ880UHSmkcqKlg7X6/VaMgdGkjkwksSk0C6nGbnTOhQg+0LhbrXaOVfSxOmCOs4UNlBbY2Lv7kr27q4kKiqY7LwocnKjiE/QSYHfA9nkSwghRF/mVlFfVFTED3/4w06XDx48mJUrV/Z6KNF3KZUK8gbFkJsXzbnSCx1zipv4+kAVh7+uIm9QDGMn+FfHHKvFzrnSJuf8+KIGmpssrutUKgWpaeHOQj4rgohI9+a+u9M69CK1Wun6omCzOSgrbeJ0QT1nCuupr29n/14D+/caCI8Ico3gJyWHSoGPbPIlhBCi/3DrU81qtXa5YYTVasVsNvd6KNH3KRQK0tIjSEv/Vsec47WcOF5LRmYEYyckkJLqm445zU1mzhZdmFZT0ojVeun1rwtVkzUwksysSFLTwwkK6rn15+VcrnXoN6lUCtIzI0jPjOD6G1M5X9ZMYUE9hQX1NDWaObi/ioP7qwgL07hG+pMHhPX5hcldkU2+hBBC9CdufaJlZGTwxRdf8P3vf7/D5V988QXp6ekeCSb6D1fHnGnJfL3/Qsecs40Un20kIVHHuAme75jjcDgwVLZemFbjnMP+7YxZF0bL4xP8Yx67Uuk8S5CaFs61N6RQUd7C6VP1FJ52FviHDlZz6GA1Op2agTnOAj8lNRyVyvfZvUE2+RJCCNGfuFXUz58/n9/97ncYDAaGDx8OwJEjR9i/fz+/+MUvPBpQ9B+RkV10zKm80DEnKpgx4+MZMjQWtaZ3OuaYzTZKi5s4W+RsO9naeql/vFqjJC09nKyBkWRkRRAW5t9z/RUKBckDwkgeEMb06wZgqGylsKCe0wX1NNS3c/SwkaOHjWi1KrKyo8jJiyI1LbxPdR+y2x00NZlpbDDT2NDO4YNVPd7+2FHZ5MsTZO2CEEL4hsLR1byaLhw+fJh3332Xs2fPApCZmcm8efMYNWqUJ/P5THl5ea89lkqlIiEhAYPB0O28aX/jD5ktFjvH82s48JWBxgbnNC+dTs2oMXGMGBWHNqTjd1KVSkVMtJ7auu7npzfUt3O2yDkaf/5cMzbbpZd/eETQhdH4CFJSvVPwevo4X1zYe7qgntOn6qirvdRmMyhISVa2cwQ/IyPC7S9LvnptOBwOWpotNFwo2hsbzM6fG50/NzWar2gvAID4hBCSksNITNKRmBxKVFSwX5yFAf/4N+iuQF67EEjH+SJPZU5OTu61xxJCeJ/bRb232e12Vq5cybZt27BYLIwYMYIHH3yQiIiIHu+3efNmXn75ZRYtWsSdd9551c8vRb3/ZLbbHRQW1LN/XyVVBue0GI1G6eqYExSk7LagCApSUVHe4ppWU1vTcTpGUnIomQMjyRoYSaxe6/WCztvHucbY5hrBN1ZfmmKk0SjJyIogJzeajKyIHtcJuPPl6Wo4HA7aWq0dCnVn4X6paP/ml7CuhIZpiIwMIiIiiMLT9R3WQrhDG6IiMTGUxORQEpNCSUzS+awo9ad/gz3pau3CRRdbtPpzYR8ox/mbpKgXQnTFb99p169fz/79+3n22WcJDw9n+fLlPP/88/zqV7/q9j7V1dV88MEHpKWleTGp8DSlUkHuoGhy8qIoK23mq32Vro45hw5WERSkor390gfbxcWQRw9XowDa2y/1jg8KUpKeGUHWwEjSMyPQ6TQ++Bv5Tqw+hFh9CBOnJFFXZ3ItsjVUtnL6VD2nT9WjUivIyIggJy+azIGRHfrrf9fRWJPJ6poe09Bg7vhzoxmrxd7j/UN0aiIuFO2RkcHOnyODiYwMIjwiqMPZlR3bz3Ngn6Hbxxo9No6sgVFUVLRQWdFCZXkLra1W13qOi6Jjgi8U+KEkJYcSqw/pN+sS3CFrF4QQwj90+0m8ePFili9fTkREBN///vd7HMF88803ez3Y1q1bmT9/PgkJCa48jz76KNXV1cTFxXV5n3/84x/cfffdbN68udfzCN9TKBSkpoeTmh7u6phz6kRdh4L+m8wXivmoqGDXaHxySigqVd+ZR/5dREdrGT8xkfETE2loaOfMhRH8ivIWzhQ2cKawAZVKQVp6OOmZERz+urrD9J2uOsmYzTZXod7YaKah/hs/N5gxd/P/6qLgYNWFQr3rov1KOg2Nn5hAcVFDtyPIE6ckodWqSU0PB5xnCpoazc4iv7yVyooWqgyt1NW2U1fbzoljtQCo1QriE3QkXRzNTw4lPNy/11z0FrvdQXOzhYb6dueXsXozhw5cZu1CvqxdEEIIb+i2qL///vsJCXH2Cn/ggQe8FgigpaUFo9FIVlaW67LExERCQkIoKSnpsqjfsmULwcHBTJky5aqK+qamJpqamgDnKUiV6ru1Kfymi4/Vm4/paf6eOSk5nNtnh1Ny9iAmU/eFolar4r6HRngx2ZXxl+McE6MjZpKO8ZOSaWoyc/pUHadP1VF2rsnZ2rOosdv71hhNvPGvE9jtDtrarN3eDpwLkCMvFOmRUcEXCvbgCz8H9eo0jdBQFXctHsy+PRUcO2KktdWKTqdm6Ag9EyYldflc0TFqomN0DBnq/N1ms1Nd1UpFecuFP83U17VTfr6F8vOXNh4LC9M45+YnO0fzExND0XzHVqe+em2YTFYa6ttpqG+n/kLxXn/h98YGM3b7lU1pamu14nAo/HZRtr/8G7wSgZhZCOF53X6ClpSUMGnSJDQaDfHx8eTl5XntDaStzTnXV6fTdbg8NDSU1tbWTrc3Go2sW7eOZ5555qqfc+PGjaxduxaANWvWuM4Q9Ca9Xt/rj+lp/pzZYrb1WNADmEw2YmL0V9QL3hf86TgnJEB2diozb4OmpnaOHa1kw7r8Huezt7Q4N+RSq5VERYcQE6sjJkZHdEyI8wtDrPPn0NAgr69bSE8fwIJFYLHYrup1kJwMI0dd+r2l2UxpaR3nSuopLannXGk9zc0WThfUcbqgDnBOGUtIDCctPYq09GjSMqKIi7vy/QIsZluvvzasVjv1dW3U1rRSW9tKbU0rNTXO/9bWtNLWZunx/uHhwcTE6oiN1REdq2Pn9qJuz5YBhIYGMWBAUq/+HTzBn/4NuisQMwshPKfbon7Tpk3MmTMHrVbLU089xYoVK4iMjPRKqItnCL5dwLe0tHQq9ME57WbevHnExMRc9XPOnDmTqVOnun43GLqfi3ulVCoVer0eo7F3FxZ6UqBkDglR9zg6HKJTU1tr9GKiKxMIxzklLeiyC1QB7vvRcCK77R7TTktLOy0tXVzlBb19nGNiISY2ipFjonA4HNTVmlwj+RXlLRdG9xupKG9k7+5SwDm16OK8/Iuj+l2t6TCZrOzbXcGxo984uzBcz4TJXZ9d+LaLC47r69tpaGh3jbpf/NPU1HOXILVGSVTUpTMoF/9EXTib8u0vRo0NcXy1t7L7B1Q4KCoqIzTUP9evBMK/wW/zVGZPDGYJIbyn20+I6Ohodu/ezdixYwGoqanBYul6BKe3RwtCQ0PR6/UUFRWRkZEBOIvstra2LhfBHjlyhKKiIlatWgU4vwycOXOGw4cP89vf/tat5wwPDyc8PNz1uyfe3G02W8B8aFzk75mHDI/tcTHk0GGxfp3/In8+zkqle1+ewiM02O09L3T1NU8d58ioICKjghg0JBpwtmOtMrRSWe5chFtR0UJzk4WS4kZKii9NZYqMDHJ12klKDiU8QsO6NYUd1gG0tlr5am8lRWfqXWsXrBa7s2C/uNC4/kKXoHrnZZYeFhwrFM72rRenQEVeXLdw4ecQnbrHsynfPn5jJ8RTdKa+y7ULSqWClmYLK187zux5A9HHhbh9TL3Nn/8NdicQMwshPKfbon7evHm88sorvPrqqwA88cQT3T7I6tWrez3YjBkz2LBhA8OGDSMsLIyVK1cycuRI4uPjO932xRdf7PD7n//8ZwYPHsztt9/e67mEf7ncYshxE2XkqTe48+VJXKLRKBmQEsaAlDDXZc1N5gsFvrPYNxhaabjQa//UCee0HYWCbkfRa4wm3nz1BA7HpelO3QkOVjm/aEQGE3GhWHeOvDsXHPfmYnGtVs2Cu3PZv9fAsW90Rho6LJYhw2L5ZGMxhopW1rx1ilvvyCIjs+e2xEIIIa5Ot0X9jBkzmDRpEgaDgV/96lc8/vjjhIWFdXfzXjdnzhyam5t54oknXH3qH3nkEQB27NjBihUreOONNwCIje1YUGg0GkJCQoiKivJaXuEbPRUU4wJg45tAIV+evruw8CCyw4PIznWO5tvtDmqMbVSUt1BZ4ey28+19FL6tudlZzCuVCiIigoiICro0Tca1+Lh3Fxy7Q6tVM/WaAVxzfRoxMXpqay9NC1mwKJdPNhZz+lQ9G94t5NobUhk5uusOZkIIIa5et5tPvfbaayxatAitVsu2bduYOHGia657fyCbTwVm5m8XFP4ukI6zyWQN2C9PgXCcrRY7z//l0GVvd+99Q4iKCr7iRbfe0N1xdjgc7N5Zwb49zrn3o8bGMf3aFL/4OwTCa+PbZPMpIURX3Foo++KLLzJ69Oh+VdSLwOTvXW4CWU+jseK7U2uUbq1diInRejFV71AoFEyZlkxUdDBbPynl0IFqGuramTkr84r2HhBCCNG9bidWXlwoW11dDTgXyhqNxi7/CCH6F/ny5BlDhve8NiHQ1y4MGRbLvIXZaLUqzhY1suatApoazb6OJYQQfYLfLpQVQoj+pj+sXUhJDeeuxXlsePcMxuo23n7zJHfMHUhiUqivowkhREDz24WyQgjR3/SXhd9R0VoWfT+PD98voqy0mbWrCrj51gxy8qJ9HU0IIQJWj58QYWFhhIWF8eMf/5hhw4ah0fjn5iFCCNFX9Je1C9oQNXPnZ/PZlnMcO1rDR++f5XvT2xk3IcHruw4LIURf4Faz4muvvRaAPXv2sH79eloubAtZWVlJc3Ozx8IJIUR/1tfXLqhUSmbcnMbU6c6uK7u+KGfLplJsNv/exEwIIfyRW+dyDQYDTz/9NM3NzbS1tTF58mRCQ0PZvHkzbW1t/OhHP/J0TiGEEH2QQqFg3MREoqK1bProLMfza2hoaGfW7Cy0IX1jupEQQniDWyP1//73vxk0aBAvv/wyQUFBrsvHjRvHsWPHPBZOCCFE/5CdG8WCu3MJDdVw/lwzq1aeoq6u5824hBBCXOJWUV9QUMCcOXNQqTqeCtbr9dTW1nokWF9hNts4dLCKt944SDf7fAkhhAASEkO5a0ke+rgQ6uvaWf3mKcrONfk6lhBCBAS3inqbzdZlQVpfX09wcHCvh+pLqgytfLq5hEMHy6kob/F1HCGE8Gvh4UEsvCeXzIERmEw21q0p5Fh+ja9jCSGE33OrqB8yZAiffvqp63eFQoHNZmPdunWMGDHCY+H6ggEpYejjnDvxfn3A4OM0Qgjh/4KCVMyaM5DRY+Ox2x1s2VjCri/Oy9lOIYTogVtF/eLFi9m5cydPPvkkFouFV199lf/7f/8vZ8+e5Z577vF0xoCmUCgYNSYegIKTdbQ0W3ycSAgh/J9SqeCa61O4/sZUFAr4aq+Bj98/i8UinXGEEKIrbhX1ycnJ/M///A9Dhw5l5MiR2O12vve97/GHP/yBuLg4T2cMeIOHxqLVqrHbHeQfMfo6jhBCBIwRo+KYMz+boCAlpwvqWbuqQAZHhBCiC273C4uKimLhwoWezNJnBQWpGDchlZ1fnOXIYSPjJiaiUsnmKkII4Y70jAgWfT+PDevOYKhsZdWbJ7lj3kDi4nW+jiaEEH7D7aK+sbGRTZs2UVZWBkBqaio333wzERERHgvXl0yems7OL87S0mzhTGE9ubIduhBCuC1WH8Jd38/jg/VFVJS3sOatAm69I5PMrEhfRxNCCL/gdkvLRx55hO3bt6NUKlEqlWzbto1HH32UwsJCT2fsE+Liwsi48OGTf1im4AghxJXShWq4c1EOeYOjsVjsvL/uDIcOVvk6lhBC+AW3RurfeOMNxo8fz49//GNXr3qbzcaLL77I66+/zm9/+1uPhuwrxk9MJCUllKEj9L6OIoQQAUmtVnLLbRlER2vZ82UF2z4to662nWuuT0GplGmNQoj+y62R+qKiok6bT6lUKubMmUNRUZHHwvU1aekRjJuYSIhsfS6EEFdNoVAw6XtJ3HJbBiqVgsNfV7Nh3Rna222+jiaEED7jVlGv1WppaGjodLlsPiWEEMJXBg2J4c6FOYSEqCk528iat07R0NDu61hCCOETbhX148aNY8WKFeTn52O1WrFareTn5/PSSy8xfvx4T2fsc9rbbXx9oIoTx2SXRCGE+C6SU8K4a3EeMbFaaowmVr95SnbvFkL0S27NA1m6dCnLly9n2bJlKBTOOYsOh4MJEyawdOlSjwbsi3ZuP8/Rw0Yio4IZNCTGdUyFEEJcucioYBbek8vH75+ltKSJtasKuOnWdPIGxfg6mhBCeI1bRb1Op+Oxxx6jsrLS1dIyJSWFxMREj4brq4aP1HP0sJGG+naKzzZKSzYhhPiOtFo1s+/MZtun5zh62MjGD4qpr2tnwqREGTgRQvQLl51+YzQasVqtACQmJjJu3DjGjRuHXq/HaJTWjFcjPkFH8oBQAA5/Xe3jNEII0TeoVAquvzGV6dcNAGD3zgo2f1yC1Wr3cTIhhPC8Hov6L7/8kmeeeabL6xwOB8888wx79uzxSLC+buSYOACKixqprzP5OI0QQvQNCoWCMeMSmDU3C41GyYnjtaxbc5q2VquvowkhhEf1WNRv3bqVWbNmoVZ3nqWj0WiYPXs2W7Zs8Vi4viw7J4rQUA0ARw7JGQ8hhOhNA7OjWHB3LmFhGsrPt7Bq5Slqa2QARQjRd/VY1J8/f54hQ4Z0e/2gQYM4d+5cr4fqD1QqJcNHOjehOna0BotZ+isLIURvik/QcdeSPOITdDTUt7N65SnOlTT5OpYQQnhEj0V9c3Mzdnv3cxFtNhstLdI67GoNH6lHqVTQ3m7j5Ik6X8cRQog+JywsiAV35TAwO5L2dhvvrT1N/pGOZ0dlUEUI0Rf02P1Gr9dTXFxMcnJyl9cXFxej1+s9Eqw/CA3TMGZcPLpQDTl5Ub6OI4QQfZImSMXtc7LY+UU5B/YZ2PpJKdVVrajVSo4fq6Wt1UqITs2QYbGMn5iAViu7fgshAk+P71xjx45l9erVjBkzBq1W2+G6trY23nnnHcaOHevRgH3d1GsG+DqCEEL0eQqFgmnXDCA6OphPN5dy+OuOo/VtrVYO7DNQXNTAgrtzpbAXQgScHt+15s6dy549e/jpT3/KzJkzGTDAWYCWlZWxadMmVCoVc+fO9UpQIYQQ4rsaNkJPaXETBae6nvJYYzSxf69BBlyEEAGnx6I+PDycZcuW8dJLL7Fq1SocDgfgHPEYNWoU999/P+Hh4V4J2teZ2qwcO1pD3uBowsKDfB1HCCH6rHOlPS+WPZZfI0W9ECLgXPb8YmxsLI8//jjNzc1UVlYCzk2owsLCPB6uv7DbHbz57xM0N1swm21Mntr1GgYhhBDfjdVip62t5571ba1WrFY7avVl92cUQgi/4fakwbCwMLKzsz2ZpQO73c7KlSvZtm0bFouFESNG8OCDDxIREdHptgcPHuSDDz6gtLQUu91Oamoqd999N4MHD/Za3u9CqVSQNziaA19VcfSwkQmTE1Gp5MNECCF6m1qjJCRE3WNhr1BAwck6Bg2JQalUeDGdEEJcPb+tHNevX8/+/ft59tln+cc//gHA888/3+VtW1pamDlzJn/72994+eWXmTp1Ks8++yxGY+Bs6jRilHOH2dZWK6cL6n0bRggh+rAhw2N7vN7hgM0bS3jtleMcz6/Bbnd4KZkQQlw9vy3qt27dyuzZs0lISECn07F48WIOHTpEdXV1p9tOmzaNCRMmEBoaikql4qabbkKr1XLmzBkfJL86kVHBZA50noU4fLDz31EIIUTvGD8xgVi9tsvrYmK1XDcjhajoYBrq213F/TEp7oUQfs4ve3a1tLRgNBrJyspyXZaYmEhISAglJSXExcX1eP/S0lKamppIS0tz+zmbmppoanIunkpOTkalUl1d+C5cfKzLPeaYsYmcPdNIRXkLxmoTCYmhvZbhSrmb2Z9IZu+QzN4hmT0nNFTFXYsHs29PBceOGGlttaLTqRk6Qs+ESUlotWpGjUnk5PEa9uwqp66unS0bS9i3u5JJU5IYPDTWp1MkA+U4CyG8yy+L+ra2NgB0Ol2Hy0NDQ2ltbe3xvg0NDfzpT39i1qxZJCUluf2cGzduZO3atQCsWbOGhISEK0x9eZfbqCsuLp7tn5/HWN3CqRNNjBiZ1ePtvSEQNxeTzN4hmb1DMntOevoAFiwCi8WGRtO5QE5KSmT6tYM5/HU5WzefxljdwicfF/PV3ipuuDGbMeNSfFrcB8pxFkJ4h9tFvclk4uzZszQ0NGC32ztcN2XKlF4NFRISAtCpgG9paelU6H9TbW0tTz/9NCNGjOCee+65ouecOXMmU6dOdf1uMBiu6P49UalU6PV6jEYjNlvP25EPHxHD55+28PWBMsZP0hMS4pvvXVeS2V9IZu+QzN4hmb3DncwDUjUs+eFgTp2oZfeucmprWnln1RE2bzzFxClJDBnm3ZF7Tx1nTwxmCSG8x62K8ejRo/zlL3+hubm5y+t7u6gPDQ1Fr9dTVFRERkYG4Cyy29raup1SU1VVxbJlyxg/fjz33nvvFT9neHh4h577nvhAstlsl33cQUNjOH6shiHDYlFg9/kHozuZ/Y1k9g7J7B2S2TvcyZw7KIrs3EgKTtaxd3cFdbXtbN5YzJ4vy5kwKfHCtBzvdcsJxOMshPAct4r6f//734wePZp77rmHmJgYT2cCYMaMGWzYsIFhw4YRFhbGypUrGTlyJPHx8Z1ue/78eZYtW8a1117LXXfd5ZV8nhIcrOLuJYN8HUMIIUQXlEoFg4bEkDsoukNxv/WTUvbtqfRJcS+EEOBmUW8wGPjP//xPrxX0AHPmzKG5uZknnnjC1af+kUceAWDHjh2sWLGCN954A4ANGzZQW1vLRx99xEcffeR6jAcffJBp06Z5LbMQQoj+oUNxf6qOvV92LO7HT0xkyLAY2XNECOE1bhX1WVlZVFdXk5iY6Ok8LkqlknvvvbfLqTTTpk3rUKw//PDDPPzww17L5i2tLRZKS5oYNMR7X6aEEEK4T6lUMGhwDLl50Zw+Vcfe3ZXU1pj4dPOlkXsp7oUQ3uBWUb9w4ULeeOMNFi1aRHp6Omp1x7tFRkZ6JFx/VlnRwjtvF2CzOYhP1BET03VPZSGEEL7n3Bk8hpy8aE4X1LH3SynuhRDe5VZRv2zZMgCee+65Lq9fvXp17yUSAMQn6AjRqWlusnDk62quvSHV15GEEEJchlKpIG9QDDm5XRf34ycmMHS4b/vcCyH6JreK+ieffNLTOcS3KJUKRozU8+XOCo7n1zBlWjJBQbLRiBBCBIKLxb1zWk49e76soLbGxGdbzvHVXgPjJyYwZFgsarUU90KI3uFWUT9kyBBP5xBdGDZCz97dlZjNdk4cq2Xk6J530hVCCOFfFAoFuYOiycmL4nRBPXu/rKDGeKG431PJ+EmJUtwLIXqF2zsbNTY2smnTJsrKygBITU3l5ptvJiIiwmPh+jtdqIacvGhOHq/l8NfVjBilR6GQNmlCCBFoFAoFuXnR5ORGUVjgHLm/WNxf7JYzdLgU90KIq+fWu0dBQQGPPPII27dvR6lUolQq2bZtG48++iiFhYWeztivXRydr60xUXau682/hBBCBAaFQkFOXjSLfzCY2+7IRK/X0txk4fOt5/j3y8c4/HU1Vqv98g8khBDf4tZI/RtvvMH48eP58Y9/jErlnNdts9l48cUXef311/ntb3/r0ZD9WWKSjoREHYbKVg4frCY1LfzydxJCCOHXLhb32RdG7vd+WYHRaOLzrRem5UxMZOgIGbkXQrjPrXeLoqIi5syZ4yroAVQqFXPmzKGoqMhj4YTzjX/k6Dj0cSFkDpSpTkII0ZdcLO6//4PB3D47E31cCM3NFj7/9Bz/fukYhw5WdRi5Ly1ppPB0HRazzYephRD+yK2Req1WS0NDAykpKR0ur6+vJzg42CPBxCWDh8YweGiMzKcXQog+SqFQkJ0bzcCcKM6cbmDPlxUYq9vY9mmZq1tOrF7L+nfPYLc52PBuISE6NUOGxTJ+YgJardtL5IQQfZRb7wLjxo1jxYoVPPDAAwwaNAiAkydP8tJLLzF+/HiPBhRIMS+EEP2Es7iPYmBOZKfi/tvaWq0c2GeguKiBBXfnSmEvRD/n1jvA0qVLWb58OcuWLXMVmA6HgwkTJrB06VKPBhQdNTebaW2xEp+g83UUIYQQHvLN4v7UyTo++bgYRzfrZ2uMJvbvNTD1mgHeDSmE8CtuFfU6nY7HHnuMiooKzp8/D0BKSgqJiYkeDSc6OrjfwM7t54lL0HH34kG+jiOEEMLDHA4oOFnXbUF/0bH8GinqhejnruhcXVJSEklJSZ7KIi4jLk6H3Q6GilYqK1pITAr1dSQhhBAetGPbeYoKGy57u7ZWK1arXbrlCNGPdVvUv/zyyyxevBitVsvLL7/c44Pcf//9vR5MdJaSFkZMrJbaGhOHD1aTeJsU9UII0VcVn23g6wNVAKhUCmw2R7e3DdGppaAXop/rtqg/f/48NpvN9bPwPYVCwchRcXz+6TkKTtUx7doB6EI1vo4lhBDCA9IzIpgwOZGqylZi9FoOflXV7W2HDov1YjIhhD/qtqh/8sknu/xZ+NbgYTHs2nEes9lO/tEaJkySdQ1CCNEXKRQKpkxNxm53YDbbKDnbSI3R1Ol2sXot4yYm+CChEMKfuHWubu3atbS3t3e63Gw2s3bt2l4PJboXFKRi8FDniMyRQ9XY7d2fjhVCCBFYGhvNFJ9t7HCZUqlAq1Wz4O5cxk1IIETnHI8L0akZNyFB2lkKIQA3F8q+88473HjjjZ02mmpvb+edd95h/vz5HgknujZydByHv66muclCUWE92bnRvo4khBDiO2pvt7Hh3UJqa0zccFMaw0boO1yv1aqZes0Arrk+jZgYPbW1Rtc0WSGEcPurfVcbIFVUVBAWFtargcTlxcRqSUsPp73dhkaj8nUcIYQQ35HN5uCjDUXUGE0oFBAa1vN6KXnvF0J8W49F/U9+8hNXMf/444+jVF6arWO326mvr2fKlCmeTSi6dPucLIKC5E1dCCECncPh4POtpZSWNAFw3YxUMrMifZxKCBFoeizqb7zxRgDefvttpk+fjlarvXRHtZr4+HjGjRvn2YSiS1LQCyFE37B/n4H8IzUAjB0fz4hRcT5OJIQIRD0W9XPmzAEgKiqKKVOmEBQU5I1M4go1NprRalVS6AshRIA5dbKWXV+UA5CdGyW7wgohrppb3W+uvfZaKej9kMPhYOOHZ3l1RT7Hjtb4Oo4QQogrUGNsY/PHJQAkJoVyy60ZXa5fE0IId7i1UNZqtfLee++xc+dOjEYjVqu1w/WrV6/2SDjRM4VCgUqlwOGAI19XM2pMnHwgCCFEgIiJ1TJqbDyFp+q4Y24Wao3sCCuEuHpuvYO88847fPbZZ8ycOROAe+65hxkzZhAWFsZ9993n0YCiZyNHxwNQV9dOaXGTj9MIIYRwl0KhYNo1A7hn6WDZHVwI8Z25VdR/+eWXPPDAA9xyyy2oVComTpzIAw88wJ133smJEyc8nVH0ICFRR2JSKACHv672cRohRG+xWu00N7XjcMgGc32J1Wqn/Hxzh8uCg2U9lBDiu3Nr+k1dXR1paWkABAcH09bWBsDYsWNZs2aN59IJt4waE8emj1ooOtNAQ307kVHBl7+TEMKvHT9Ww5aNB9Dp1MTF64hLCCEuPoT4eB1R0cEy1S4AORwOtmwq4fSpOq6/sfPmUkII8V24VdRHR0fT0NCAXq8nPj6ekydPkpmZSVlZGSqVjDD4WnZuFLrP1bS2WjlyqJpp16b4OpIQ4jsaMTIOU5uSHduKKClupKS40XWdRqMkLj6EsRMSGJgd5buQ4ors3lnBqRN1ADQ3WXycRgjR17hV1A8bNoyvvvqKgQMHct111/Hqq6+ye/duiouLmTZtmqczistQq5UMG6ln3+5K8o/WMOl7yWhkwZUQAcdksqLVOt+WHQ4Ho0YnExRkw1DZQnVVK0ZjGzarA4vFTvn5FkZZL03NsdsdrHnrFNExWuLidcQnhBAXr5OpHX7i2FEj+/ZUAjB4aAwTpyT6OJEQoq9xq6j/0Y9+5JrXOWPGDEJDQzlx4gRTpkxxbVAlfGv4SD1f7akkJkZLa4ul30/Bsdudr1elUqYoiMBgqGzlvbWnmTp9AMNG6FEoFKSmRREU3I7NZgOcr+vaGhPVVa1UV7WRmBzqun99XTuVFa1UVrRy4lit6/KIyCDi43XExYcwaEhMv39v8IXS4kY+3VwKQEpqGDNuTpPpU0KIXudWUQ90eAOaPHkykydP9kggcXXCw4P4wQNDiYzsnx/Y9XUmYvWXCpzSkibWry1EpVYQpFGhCVKi0Vz84/z9hhvTCA1zdpxoajJz8nhth+sv3j4oSIVaoyQiIgi1Ws6AiN5Xfr6Z9WsLMZvt7PqinJy8aHS6ziPsSqUCfVwI+rgQBg/teJ0mSMnEKYlUV7VRbWil6cL0jsYGM40NZgpP15OaHu4q6k0mK/v3GoiLDyEuQUdUVLB8CfaAGmMbH24owm6H6Jhgbp+ThUol7yNCiN7XbVFfWFjo9oNkZ2f3Shjx3fTXgn7/3kp27Shn1pxsEhISALBanCObNquDNquVC2u7O7h+xqWpC/V17a5dHbuz+AeD0ceFAGCsbuOdVQWdvigEaZSoL3wRGD8xgahoLQBms42Ck3XO2wapXPfTajXExUl3k/7sXEkT7793BovFjk6nZt7CnKuaMhMeHsTk7yW7fm9rtVJd3Uq1oY2qCyP7F1+/ANWGNvbvM7h+12iU6OOci3EvTt/Rx+lQqaTQv1ptrVbWv3sGs9lOiE7NnDuzXdOrhBCit3X77vLrX//a7QfxxOZTdrudlStXsm3bNiwWCyNGjODBBx8kIiKiy9sfOnSI119/HYPBQGJiIvfeey8jR47s9VyBoq3VSoiub394OBwOvtxZzld7nIXJ4UNVfG9aHgDJA8KYOz8bi8WOxWJz/tds7/D7Nwsn1YURUKvFjtlic/7XbO/wfN9cp2A222g3Of90Z8SoONfPzU0Wtn5S2uXtEhKKmbNgICEhMve5vzlb1MCHG4qwWR2EhWmYtyiHmBhtrzx2iE5NWnoEaeldv2c6HA4SknQYqy/N068ob6GivMV1m//40TAiIpy7ibe2WKipMREXHyKFqZuCtSqyc6I4criaO+YOlKlPQgiP6vad+fnnn/dmjk7Wr1/P/v37efbZZwkPD2f58uU8//zz/OpXv+p0W4PBwB//+EcefPBBpkyZwu7du/njH//In/70J+Lj432Q3ncaG818vqWU0pIm/uPBYa7pJX2Nw+Fg26dlrt78mVkRzJqb45ompgvVkJ7p/t89OSWMxT8Y3Ok5bFYH5gtfAsLDg1zXRUUFc8ttGT1+adB940uV3e4s2swWO1aLDfs3vi8YDM28u7qA+Yty0IZIsdRfFBbU8fEHxdjtDiIig7hzYY5Xi760jAjSMiKw2x3U1Zqc03aqWqkyOP/rAMLDL/0bKj7byOaNJYBznn5cnHPaTvyF6TthffS95rtQKhVcc30KI0fHERUtBb0QwrO6rSDi4uK6u8ortm7dyvz5813TKRYvXsyjjz5KdXV1p2zbt28nKyuL6dOnAzBt2jS2bNnC9u3bWbBggdez+5JWq+L8+RZsNgdHjxiZNCXJ15F6nd3u7PV8cTFg7qBobr41vdc7/igUCtQaRZdbt+tCNQwaEuP2Y+njQrj/x8OBC18WbA6sFjtl51r4+IMima/fzxir2/jo/bM4HBAdHcy8RTkdvjR6k1KpIFYfQqw+xPWadjgcmNpsHdZSNTS0u36+OE//TGGD6zJdqJof/WSU13L7s/o6k2vqHSAFvRDCK9weFjx37hxbtmyhsrKSH//4x0RHR7Nv3z7i4uLIzMzs1VAtLS0YjUaysrJclyUmJhISEkJJSUmnor64uLjDbQEyMzMpKSlx+zmbmppoamoCIDk5uVf77198LG/09A8JUTFsuJ6D+w0cPWxk0pTkq1qU5c3MV8JqtfPxB0UUFtQDzq4/M27OQKlU+G3mrqjVEBwMQ4bpGJAST1i4DQiMufWBdJwv8rfM8QmhjJ+YSNGZBubflUdoaOdRbl9nDgvv+PEwdXoqY8cnXRjNv/SntqYNhwN0Og0ajfM+KpWKxoZ2goNVBPv5VJ3ePs5fHzCw7dNz3DQzg6HDPbO5lK9fG0II/+TWu+3Ro0f5/e9/z/Dhw8nPz8dsNgNQWVnJF198wWOPPdaroS7uWKvT6TpcHhoaSmtra6fbm0ymLm9bVlbm9nNu3LiRtWvXArBmzRrXGYLepNd7Z/fAG24K5eB+Ay3NFqoNDkaOvvq/i7cyu2vPlyWugn76tVncdsfgTq3h/C3z5Xw7bo2xhajoEL/vkBFoxxn8K/OdCxMwm20EB/f8NuxPmQEyMjr+bjHbqKxsor3d6sqq1+tZv3YvZefquW5GNlOmZqDR+HcB2hvH+fgxA59vLcXhgOKiFq67YYhHW1f622tDCOFbbhX1q1at4p577uG2227j3nvvdV0+dOhQPv74414PFRLi7NDw7QK+paWlU/EOoNVqu7ztxcdxx8yZM5k6darrd4PB0MOtr4xKpUKv12M0Gl39pj0tIyuS4qIGtn1WQGLylX+Y+iKzOzKyghk2Qk9EZDDjJsZQVVXlus5fM/fk25kryptZt6aArOwobrkt0y97WfeF4+wL+/ZUEBamYcgw9woxf8jsrqBg5x+j0Yher+dMYRlFZ4xYrQ4+ev8E2z8vZMrUAQwdrve7tpm9dZwNlS2sWnkShwPi4nXceEtKh/en3uSp14YnBrOEEN7jVlF/7tw5xo8f3+ny8PBw15SV3hQaGoper6eoqIiMC8NCBoOBtrY20tLSOt0+IyODY8eOdbisuLiYYcOGuf2c4eHhhIeHu373xIeozWbz2ofzyFF6iosaOF/WTGVFE3Hxnb8MucObmbtjtzs6FAI33JSKQqHAbrd3eXt/yHylLmY+XVCLyWTjeH4NQUFKrrk+xS8Lewjs4+xNDoeDPbsq2Lu7EoUCdDo1qenhl7/jBYF4nMPCNfzg/qHs+bKSY0eNNDdZ2LyxmK/2VvC9ackMzInyu9f1dznOTY1m3nvnNFaLnbAwDbPnZaFSe+Zz5JsC8bUhhPAct87vh4SE0NjY2Onyc+fOERUV1duZAOfOtRs2bKCqqorW1lZWrlzJyJEju+xmM336dM6cOcPOnTuxWq3s3LmToqIirrnmGo9kCwTpmRFERjoX3l3sEBOImhrNrHztBGfPXFqQ52/FQG+aMjWZocNjATh0sJo9uyp8nEh8Fw6Hgx3bzrN3dyUA6RkRJH1jF9i+LCw8iBk3p3HvfwwhJy8KgLradj7ccJZVK09hsXT9pTzQtLfb2PBuIS0tFjQaJbPvHEiYjxY9CyH6N7eK+vHjx7N69WpMJhPgLKoqKipYuXKlx3aWnTNnDmPHjuWJJ57goYcewm6388gjjwCwY8cOlixZ4rptYmIijz32GOvWrWPp0qWsW7eOxx57rN+1s/wmpVLByNHOBcXNzRYcjsBYhPlNdXUm1rxdQI3RxMYPz2IyWX0dyeMUCgU33JRGTm4UAHt3V3Jwf+9NBRPe43A4+HzrOQ7ud07BGJgTye1zsrrsptSXRcdoue2OLO5ekkfahTMUYaGaXu9W5Qs2m4OP3i/CaDShUMCtd2Re9VlRIYT4rhQON6o9k8nE7373O4qKijCbzURERNDY2MiwYcP45S9/SVBQ3xuVKC/veXfRK6FSqUhISMBgMHj1VKnJZKW5ydJhF0l3+SrzRcbqNtatOU1rqxW1WsHtc7LIyIzs8T6+znw1uststdr54L0iSoqdZ8huvCXNY500rlRfOs6eYrc72PpJCcfznW1X8wZHc/OtGVc0n7yvHufSkkbCwoM6bLK1b3cFOXnRRPfSxltX4rscZ7vdwbZPz3HkkJHrb0ztsOGcJ3nqtZGcnHz5Gwkh/JZbc+q1Wi1PPfUU+fn5FBUV4XA4yMrKYvjw4Z7OJ74DrVYdkDs/VpS3sP7dQtpNNoKClMy+M5sBKWG+juVVarWS22dn8t7aQsrPt7D1k1LCwoNIz+h6d1DhP+x2B5s+KqbgZB0Aw0bEcv2NaX63QNRXvr3DbWlJI1/urGD3rgqGDtczaUpiwExfUSoVXDcjldxB0aSkur9OQgghPOGyFZ/VamXx4sX84Q9/YNiwYVe0+FT4F5vN7vdtEs+VNvH+ujNYLHa0ISrmzs8hIbF/ns7WBKm4Y95A3l19mpAQNcn9ZC52oFMonBsxAYwaE+fXi539gdXqICxcQ3OThfwjRk4cr2HUmHjGT0jw2x2WTSara8BEoVBIQS+E8AuXfcdUq9XExLi/c6bwP+fLmtn7ZQVKlYI5d2b7Ok63qqtaWb+2EJvNQWiYhnkLsonVX/nUob5Eq1Uzb0EOmiCl7DgbIBQKBddcl0JKSjgDcyKloL+MrIGRpKUP5cjX1ezbU4nJZOPAPufmeeMmJDB6TByaIP/pcV9+vpn1757hhhtTyRssn41CCP/hVpVw6623snbtWiwWi6fzCA9objZTWtJEcVEj9XUmX8fplj4uhJy8aCIig1h4d26/L+gvCtGpOxT0tTUmqqs6b8ImfMdstlFafKlDmEKhIDvX/9o2+iu1WsmY8Qn88MFhTJyciEajxNxu48sd5Xz+qfubCHpafV07H7xX5MpmtfaNDj5CiL7BrXObR44c4dSpUzz00EOkpKSg1XZczPTEE094JJzoHdk5UYSGamhpsXD4ayPXXJ/i60hdUigU3DQzHVObFV2oxtdx/FKVoZX33ilEoYAF9+QSHe39hYWiI5PJyvq1hVQZWrl9zkCyBva8oFt0LzhYxeSpyYwYHce+3ZXkHzUydnzHLmYOh8MnX5ba2qxseLeQtjYrwcEqZt85UM6eCSH8ilvvSFFRUUycOJGxY8eSkJBAZGRkhz/Cv6lUSoaPdHZOOZZfg8XsP500Dn5lcHV4AefCMynoe2az2WlttbJuTSFNjWZfx+nXWlstvLv6NJUVrdjt0Nwk/z96Q2iohutmpHL/Q8M7nLErLWnkrddPUny20atteq1WOx+uL6Kurh2l0tmNKyZWziQKIfzLZUfqbTYbQ4cOZeTIkR7baEp43vCRevbtqcDcbuPkiTpXke8rDoeD3bsq2Le7ErVGycK7c4lP6J8LYq9EfIKO2Xdm8947p2lqNLPundMsuDsXnU6+CHlbS7OFd9ecprbG2aN8xi3pDB0W6+tYfUrINxbKOhwOdn1RTnVVG+vXFpKSGsb3pg/w+GZeDoeDLZtKOF/WDMCMm9NITZOFsUII/3PZkXqVSsWKFStkPn2ACw3TkJMXDTh3mPXlZlQOh4Ptn5Wx78IumwNSwnzSnzpQDUgJ47bZWSiVzh06168tpL3df86+9AeNjWbeebuA2hoTSiXccnuGFPQeplAomH5diquILzvXzOqVp/jgvTPUGNs89ry7d1Vw6oSzPenEKYkMkf/PQgg/5db0m8zMTMrK/Gexkrg6F3eYNVa3UX6+xScZ7HbnqNehg9UA5ORFccfcrD6xu6Q3ZWZFcvNtGQBUGdpcbUCF59XXmXjn7QLq69tRqRTcNjuLvEHSBcUbBqSEsfCeXO6Ym0Ws3jkQcKawgTf/fYLNG4t7ffqTw+GgtcU5oDV4SAyTpiT16uMLIURvcmuh7J133smbb75JW1sb2dnZBAcHd7he5tUHhqTkUOLiQ6iuauP8uSavb+hktdrZ9FExhQX1AAwdHssNN8mmPFcrb1AM5nY7n24u5XxZM3t2lTPtWv9cBN2XHDtaQ1OjGbVawaw5A0nPlA3BvEmhUJCVHUVGViSnTtSye1cFjQ1mThyrZdyEhF5/rhtuSmNAShg5edHSzUgI4dfcKup///vfA/DXv/61y+tXr17de4mExygUzt0PtSHqDlu0e4PVYueD9UWuRbGjx8Yz/boB8iH5HQ0fqae93UZxUQMTJssoojdMmZZMe7tNdhH1MaVSweChseTkRZN/xEhTo7nD4tX6OhO6UA1BV9Hj3m53uAYbFArn8wghhL9zq6h/8sknPZ1DeEnyAO+Ozl+kVCkICnZOsZk4JZFJU5KkoO8l4yYkMGZcvJzx8CCz2eYqDhUKBdffmObjROIitVrJqDGd215u/LCYxkYzEyYlMnyk3u32kxcXQE/+XpJrHZIQQgQCt4r6IUOGeDqH8BFv9XxWKhXcclsGuXkN8kHpAd8s6OvrTBSebuj1qQj9Vdm5Jj7acJZbbs8gPUOm2gSCGqMJY3UbNptzUf7B/VVM/l4Sg4bE9Pjl12Kx8/57Z6itMfHJxhKSU8IIlRa7QogA4VZRD9DY2MimTZtcC2ZTU1O5+eabiYiQD7lAVFhQx9cHqxk+Qs+gIZ5Z5NfUZKapwUzyhbn7KpVSCnoPa6hvZ81bBbS2WnE4HIyfmOjrSAGtpLiRD947g9Xq4LMt57j3P4agUskZEX+njwth6f1D2ftlBcfznWsgNm8s4cBXBqZMSyZrYGSnwQy73cGmD89iqHTu1nzzzHQp6IUQAcWt85EFBQU88sgjbN++HaVSiVKpZNu2bTz66KMUFhZ6OqPwgGP5NZw/18zhr6s98vj1dc7i8r21hVRW+KbTTn8UFh5EQpKz3/+uL8o5csgz/3/7g6LCet5f5yzow8M1zJk/UAr6ABIREcSNt6Sz5IeDGZjjbOZQYzTxwXtFrF11GputY1vf7Z+d40xhAwDTrhkgAxBCiIDj1kj9G2+8wfjx4/nxj3+MSuWcV2qz2XjxxRd5/fXX+e1vf+vRkKL3jRodz9kzjVSUt2CobCUhsfc2fjJWt/HeO4W0tFhQqRWYTNZee2zRM5VKwW2zsnjv3ULOn2vmsy3nCApWMWiwtFy8EgWn6tj04VnsdoiMDOLORTlERAZf/o7C78TEhjBrzkAqylvY9cV5ys41ExUd3OEL2q4dZzm43wA4F5+PGR/f3cMJIYTfcmukvqioiDlz5rgKenBuSjVnzhyKioo8Fk54TlpGONHRziKlN0frKytaWLuqgJYWC0FBSubOzyYjU1qeepNao+SOuQNdX9Q2f1zM2TMNPk4VOI7n17DxA2dBHx0TzIK7c6Wg7wOSkkO5c1EOc+dnd+g3X1trYsO6YwBkZEZw3YxUWcQvhAhIbhX1Wq2WhobORUF9fX2nnvUiMCgUCkZc2Izq1Ila2tq++2j6udIm3l19GpPJhlarYt7CHGn55yPBwSrm3JlNTKwWux0+fL+IsnNNvo7l986VNrF5YwkOh3Ne9oK7cgkLD/J1LNFLFAoF6ZkRhEdc+n9qrHLOoY+LD+HWOzKli5QQImC5VdSPGzeOFStWkJ+fj9VqxWq1kp+fz0svvcT48eM9nVF4yJBhsWg0Smw2B8eOGL/TY50tamD9u4VYLHZCQzXMvyuXxKTQXkoqrkaITs28BdlERAZhszrYvbMCh8Nx+Tv2Y85NhqJISNQxf1EOOlko2ecpFDD5e+nMW5B7VT3thRDCX7g1p37p0qUsX76cZcuWuU5LOhwOJkyYwNKlSz0aUHhOcLCKwUNjOHLIyOFDRsaMT7jqUarj+TXYrA4iIoOYtyCHqGg5g+MPwsKDmLcgm53by5lxS5pMK7gMZ+vVTGw2uxR4/UROXgxTpydgMBiw2Wy+jiOEEFfNraJep9Px2GOPUVlZ6WppmZKSQmKitMsLdCNHx3HkkHM3RkNlK0nJVze6fvOtGWi1ZUyYnEi4TFfwK1HRWm6fk+XrGH7J4XCwZ1cFqenhrqliKpWiw/ohIYQQIhBctqg3Go1ERUWhVqtJTEx0FfJWqxWj0Yher/d4SOE5sfoQrpuRSkZmBJFRVza63tJsITTMOT1BrVZyw02yy2YgaKhv57Mt57hpZrrr/19/5HA4NyY6dLCag/uruGtxHrH6EF/HEkIIIa5Kj3Pqv/zyS5555pkur3M4HDzzzDPs2bPHI8GE94wcHXdFBb3D4WD3rnJe+9dxqgytHkwmepvNZmfdmtOUFDfy3trCfttu1OFw8OnmUg4ddHZ+ysiKICpa6+NUQgghxNXrsajfunUrs2bNQq3uPKCv0WiYPXs2W7Zs8Vg44X8cDgdffH6evV9WYm63cfArg68jiSugUimZdm0KCoVzP4EN757BYu5f84jtdgeffFxC/pEaAAYPjWHm7ZmysZQQQoiA1mNRf/78eYYMGdLt9YMGDeLcuXO9Hkp4n81m5+SJWtatOY25myLPbnew9ZNSvj5QBUB2bhQzbkn3ZkzRC7Jzo7jxwv+3ivIWPlhfhNVq93Eq77DZ7Hz8wVlOHq8FnBsN3TQzXdoYCiGECHg9FvXNzc3Y7d1/2NtsNlpaWno9lPC+dpONLRtLKC1p4sSx2k7X22x2Nn54lmNHnaObQ4bFcOusTNRqt7qiCj8zZFgs11yfAkBpSRObPizGbu/b7S4tFhvvryuksKAegDHj4rn+RtloSAghRN/QY0Wm1+spLi7u9vri4mJZKNtH6EI15OZFA84dZr/Zz9xisfPBe0WcPlUPwKgxcdx4i4xuBrrRY+NdO2sWnq5n6yclfbqPvVKpQHHhNTtxciLTrh0gBb0QQog+o8eifuzYsaxevRqTydTpura2Nt555x3Gjh3rsXDCu0aOce4wW1tj4lzJpd1H9+2poPhsI+Ashq65PkWKoT5i4pRERo+NB8BQ2Up7e9+ZX28yWSkqrKfG2AY41xPcPnsgM2/PYPLUZHkNCyGE6FN6bGk5d+5c9uzZw09/+lNmzpzJgAEDACgrK2PTpk2oVCrmzp3rlaDC8xKTQklI1GGobOXrgwbGT8wBYMKkJMrLWsjKjmTs+AQfpxS9SaFQMP26AYTo1IwYqUerdWvrCr/U0mKhvKyZ82XNlJ1rxljtLObHjo8nPiEMcLZezRsc48uYQgghhEf0+AkeHh7OsmXLeOmll1i1apXr1LxCoWDUqFHcf//9hIeHeyWo8I6Ro+PYvLGEM6frqatzFkUajZI7F+XIdJs+SqFQMGFSx43krFZ7wKyX+HJnOadP1VFX297pOoUC2tr6Z9tOIYQQ/ctlh+ViY2N5/PHHaW5uprKyEoDExETCwsI8Hk54X+6gaL74vAyTycbmj09x7QznnGsp6PuPpkYz6945zfiJiQwZFuvrOICzlWpDfTvny5pxOGDYiEtreRrr210FvVKpICFRx4DUMAakhJE8IIzgYNkdVgghRN/n9rn2sLAwsrOzPZlF+AG1WsnwkXq+2mugqKiGaTaZbtPffLGtjLradrZsKiEoSEV2bpTXMzgcDmprTJSdc06nOX+umZYWCwBRUcEdivq8wTFERgeTkhJOYnIoGk1gnGEQQgghepNfTqBtb2/nlVdeYd++fQBMnDiR++67j6CgoC5vv337drZs2cL58+dRKpUMHDiQxYsXk5aW5s3YfcaEyUkEB6sZPTYTlaodm63vLJ4Ul3fDTWnU1ZgwGk1s/PAss+cNJC0jwmvPn3/EyM4vzmNq6/y6CwpSEhkd3GF6UObASDIHRnotnxBCCOGP/LKof/XVVykvL+cvf/kLCoWC//mf/+G1117jgQce6PL2bW1tLFy4kNzcXFQqFWvXruXpp5/m73//O8HBwV5OH/g0GiUTpySTkBCFwSA7xvY3Wq2auQtyWPN2AQ317Xywvoh5C3NISg7tteew2ewYKls5X9aMobKV2+7IdHWj0WpVroJeq1WRnBJGSkoYA1LDiYsPkalgQgghRBf8rqg3m83s2LGDxx9/nKioKAAWLVrEc889x9KlS7scrb/llls6/H7nnXfy3nvvcf78ebKysrwRW4g+JTRMw7yF2bzzVgHNzRbWry1kwd256ONCrurxLBY7lRUtnL8wnaaivBmr9VJPfGN1G3HxOgAGpIZz3Q2pDEgNI1avldaTQgghhBv8rqgvLy/HYrF0KMYzMzMxm81UVFSQnp5+2cfIz88nODiYpKQkt5+3qamJpiZnb/bk5GRUqt5bXHfxsXrzMT1NMnuHP2eOidEx/648Vq08ianNynvvFLJo8SD0eucXa3czGypbeOv1E13uWBsREURKajhqtdr1eGFhKsaMT+x02+/Cn49zdySzd0hmIURf4dWi/oUXXmD79u3dXj9v3jxGjhwJgE6nc11+8ee2trbLPkd5eTnLly9nyZIlhIS4P6q4ceNG1q5dC8CaNWtISOj9BaKBuPuuZPYOf82ckAAPPBTFiuV70IUGkZgQT1S089/VNzO3tJgpLqqlqKiWs2dquO2OwQzMdl4fE2NDoTgJONDHhZI1MJasgTFkZsUQHaPr6mk9xl+Pc08ks3dIZiFEoPNqUX/fffexZMmSbq8PDg6moqICgNbWVkJDQ10/A5ct0svKyli2bBmzZs3ipptuuqJsM2fOZOrUqa7fe3MuuUqlQq/XYzQaA2bRqWT2jkDIHBQM8xbmEBUdTLu5EaOxheCgMA4fKqG0pIGyc02ujZ4uOnKolLDwS3+fuQty0OtDCA3TuC4zW5owGJrwhkA4zt8mmb1DMl/iicEsIYT3eLWo12q1aLXaHm+TnJyMRqPh7NmzDBs2DIDi4mKCgoJ6nE5TVFTEs88+y5133snMmTOvOFt4eHiHjbQ88eZus9kC5kPjIsnsHf6eOSHR+YXaZrPhcDh44S9f0NJi7nAbhQLiE3QMSAkjNS2sw98nJTXUdX9f8vfj3BXJ7B2SWQgR6PxuTn1QUBDTpk1j9erVpKamArB69WqmT5/ebUvLkydP8txzz/H973+fGTNmeDOuEP2OQqEgMyuG48cMJCZd3OgpnOQBoQQFyRxfIYQQwhf8rqgH+MEPfsC//vUvfvrTnwLOPvU/+MEPXNevW7eOnTt38uc//xlwFv2tra289tprvPbaa67b/epXv2Lw4MFezS5EfzD7zmFcf9MAlMrOi1+FEEII4X1+WdRrtVoefvhhHn744S6vnzdvHvPmzXP9/uSTT3ormhACiIzUYjIp5dS/EEII4SdkP3UhhBBCCCECnBT1QgghhBBCBDgp6oUQQgghhAhwUtQLIYQQQggR4KSoF0IIIYQQIsBJUS+EEEIIIUSAUzgcDmk0LYQQQgghRACTkXovKC8vZ+HChZSXl/s6itsks3dIZu+QzN4hmb0jEDMLITxPinohhBBCCCECnBT1QgghhBBCBDgp6r0gPDyc+fPnEx4e7usobpPM3iGZvUMye4dk9o5AzCyE8DxZKCuEEEIIIUSAk5F6IYQQQgghApwU9UIIIYQQQgQ4KeqFEEIIIYQIcFLUCyGEEEIIEeCkqBdCCCGEECLASVEvhBBCCCFEgJOiXgghhBBCiAAnRb0QQgghhBABTu3rAH3Zrl27+OSTTygpKaG9vZ1Vq1b5OtJlvfnmmxw8eJCamhq0Wi2jR49m8eLFhIWF+Tpaj95++2127txJc3MzGo2GwYMHs3TpUvR6va+j9chut/Pf//3fFBQU8OKLLxIbG+vrSN164YUX2LlzJ2r1pbeNxYsXc/PNN/swlXuOHDnC6tWrKS0tJSgoiMmTJ3P//ff7OlaX/t//+39UV1e7frfb7VgsFn7/+9+TlZXlw2Q9q6+v59VXXyU/Px+73U5GRgZLly4lIyPD19G61dTUxGuvvcbhw4cxm82MGTOG++67z6/e7y73OXLo0CFef/11DAYDiYmJ3HvvvYwcOdJHaYUQviRFvQeFhoZy0003YTabWbFiha/juEWpVPLII4+QmppKa2srzz//PC+88AK//OUvfR2tR9OnT2f27NnodDrXB99f/vIXnn76aV9H69FHH31EcHCwr2O47ZprruGhhx7ydYwrcuzYMf785z/z0EMPMXbsWBwOB2VlZb6O1a0///nPHX5/++23+eqrr/y6oAd4+eWXaWtr469//StarZZVq1bx3HPPsXz5chQKha/jden5559Ho9Hwt7/9DZvNxl//+leef/55Hn/8cV9Hc+npc8RgMPDHP/6RBx98kClTprB7927++Mc/8qc//Yn4+HgfJRZC+IpMv/GgUaNGMXXqVBISEnwdxW333HMPmZmZqNVqIiIiuPXWWzl+/LivY13WgAED0Ol0ADgcDhQKBeXl5T5O1bPy8nI2b97MkiVLfB2lT3vrrbe48cYbmTRpEhqNhqCgIL8vkC+y2Wx8/vnnzJgxw9dRLquyspLJkycTFhaGWq3m+uuvp6amhqamJl9H65LJZOLQoUPMnz+fkJAQwsLCmDt3LgcPHsRoNPo6nktPnyPbt28nKyuL6dOno1armTZtGpmZmWzfvt0HSYUQviYj9aJHR48eJT093dcx3LJz505eeukl2traUKlU3Hvvvb6O1C273c6LL77IkiVLXF9GAsHevXvZu3cvERERjBs3jgULFqDVan0dq1smk4nCwkLy8vL45S9/idFoJDU1lSVLljBw4EBfx7usr776itbWVq655hpfR7msO+64gx07djBhwgS0Wi1bt25l0KBBRERE+DpatxwOR4ff7XY7AMXFxX4/dQ+cOb/9BTUzM5OSkhIfJRJC+JKM1Itu7dmzhy1btvCDH/zA11HcMnXqVF577TVWrFjBggULSEtL83Wkbn388cdERUUxYcIEX0dx28yZM/nf//1fXnnlFR577DGOHz/OP/7xD1/H6lFLSwsOh4Ndu3bx8MMP889//pMRI0bwu9/9jpaWFl/Hu6wtW7YwZcoUQkNDfR3lsvLy8rDb7dx///3ce++97N27lx/96Ee+jtUtrVbL0KFDWbNmDS0tLTQ2NvLee+8B0Nra6uN07jGZTJ0GBUJDQ2lra/NRIiGEL0lRL7q0e/du/vnPf/KLX/wiYKYqXBQVFcUNN9zA73//e5qbm30dp5PKyko+/PBD7rvvPl9HuSJZWVlERUWhVCpJTU1l6dKl7N27F4vF4uto3QoJCQHguuuuIz09HbVazdy5c7HZbJw6dcrH6XpWWVlJfn4+N954o6+jXJbdbmfZsmUkJSXx73//mzfffJN58+bx3//939TX1/s6XrceeeQRNBoNP/vZz3jiiScYP348gF+fXfgmrVbb6QtIS0uL63UvhOhfZPqN6OTzzz/n9ddf55e//CWDBg3ydZyrYrPZaG9vp7a21q86WQCcPHmSxsZGfv7znwOXTvk/9thj3HXXXQHRTQaci6qh8xQGf6LT6YiLi+vyOn9dvHnR1q1bSU9PJycnx9dRLqu5uZmqqipuueUW18jxDTfcwMqVKykoKPDbM1IxMTH87Gc/c/1+8OBBNBpNQBxzgIyMDI4dO9bhsuLiYoYNG+ajREIIX5KReg+y2+2YzWasVisAZrMZs9ns10XQxx9/zBtvvMGvf/3rgCno7XY7mzZtoqGhAYCamhpeeeUV4uLiGDBggI/TdTZ58mT+/ve/84c//IE//OEPPPHEEwD813/9l1/Pnd61a5drykpFRQWvv/46Y8eOJSgoyMfJenbzzTezbds2ysrKsNlsvP/++2g0GvLy8nwdrVtWq5Vt27YFxCg9OEe2k5KS2Lx5MyaTCZvNxmeffUZbW5tfr8kpLy+nubkZu91OYWEh//73v5kzZ45fTXfq6XNk+vTpnDlzhp07d2K1Wtm5cydFRUV+/T4ihPAchcOfK8wAt23bNpYvX97p8ueff95v240tXLgQlUrVoRc5wBtvvOGjRJdnt9t57rnnOHPmDO3t7eh0OoYOHcrChQtJTEz0dbzLqqqq4v/8n//j933qf/Ob31BSUoLVaiUiIoIJEyawYMECv1/o63A4WLNmDVu3bsVisZCZmen3/dN37drFihUr+Oc//+nXC5G/qaysjDfffJPTp09jtVpJTExk/vz5rikt/mjr1q2sWbOG1tZWYmJiuOWWW7j11lt9HauDy32OfLNPfUJCAkuXLpU+9UL0U1LUCyGEEEIIEeBk+o0QQgghhBABTop6IYQQQgghApwU9UIIIYQQQgQ4KeqFEEIIIYQIcFLUCyGEEEIIEeCkqBdCCCGEECLASVEvhPCp9evX85Of/MTXMYQQQoiAJkW9EAKAF154gWeeecbXMTqoqqpi6dKlfPTRR52ue+WVV/jJT35Ca2urD5IJIYQQ/kWKeiGE34qPj+eHP/whb731FmVlZa7Ljxw5wtatW3nkkUc8sqOt1Wrt9ccUQgghPEnt6wBCiMBQV1fHG2+8waFDh7DZbGRlZbFkyRKysrIAaG5u5l//+hcnTpygsbERvV7PjBkzuP3221EoFADY7XbefvttPvvsM6xWKxMnTiQ2NrbH57322ms5ePAgf//733nmmWdob29n+fLlzJ49m0GDBlFYWMhbb73F6dOn0Wq1DB8+nKVLlxIZGQlAUVERq1atoqioiPb2dlJSUli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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 17;\n", + " var nbb_unformatted_code = \"plt.style.use(\\\"ggplot\\\")\\nplt.style.use(\\\"seaborn-talk\\\")\\n\\ncolor = \\\"#7570b3\\\"\\n\\nf, axs = plt.subplots(nrows=2, figsize=(8, 8), sharex=True)\\n\\nfor ax, metric in zip(axs.ravel(), [\\\"mae\\\", \\\"acc\\\"]):\\n handles = []\\n result = hindcast_detrended.verify(\\n metric=metric,\\n comparison=\\\"e2o\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n reference=\\\"persistence\\\",\\n )\\n (p1,) = result.sel(skill=\\\"initialized\\\").SST.plot(\\n ax=ax, marker=\\\"o\\\", color=color, label=\\\"initialized forecast model\\\", linewidth=2\\n )\\n (p2,) = result.sel(skill=\\\"persistence\\\").SST.plot(\\n ax=ax, color=color, linestyle=\\\"--\\\", label=\\\"persistence\\\"\\n )\\n handles.append(p1)\\n handles.append(p2)\\n ax.set_title(metric.upper())\\n\\n\\naxs[0].set_ylabel(\\\"Mean Error [degC]\\\")\\naxs[1].set_ylabel(\\\"Correlation Coefficient\\\")\\naxs[0].set_xlabel(\\\"\\\")\\naxs[1].set_xlabel(\\\"Lead Year\\\")\\naxs[1].set_xticks(np.arange(10) + 1)\\n\\n# matplotlib/xarray returning weirdness for the legend handles.\\nhandles = [i.get_label() for i in handles]\\n\\n# a little trick to put the legend on the outside.\\nplt.legend(handles, bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.0)\\n\\nplt.suptitle(\\\"CESM Decadal Prediction Large Ensemble Global SSTs\\\", fontsize=16)\\nplt.show()\";\n", + " var nbb_formatted_code = \"plt.style.use(\\\"ggplot\\\")\\nplt.style.use(\\\"seaborn-talk\\\")\\n\\ncolor = \\\"#7570b3\\\"\\n\\nf, axs = plt.subplots(nrows=2, figsize=(8, 8), sharex=True)\\n\\nfor ax, metric in zip(axs.ravel(), [\\\"mae\\\", \\\"acc\\\"]):\\n handles = []\\n result = hindcast_detrended.verify(\\n metric=metric,\\n comparison=\\\"e2o\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n reference=\\\"persistence\\\",\\n )\\n (p1,) = result.sel(skill=\\\"initialized\\\").SST.plot(\\n ax=ax, marker=\\\"o\\\", color=color, label=\\\"initialized forecast model\\\", linewidth=2\\n )\\n (p2,) = result.sel(skill=\\\"persistence\\\").SST.plot(\\n ax=ax, color=color, linestyle=\\\"--\\\", label=\\\"persistence\\\"\\n )\\n handles.append(p1)\\n handles.append(p2)\\n ax.set_title(metric.upper())\\n\\n\\naxs[0].set_ylabel(\\\"Mean Error [degC]\\\")\\naxs[1].set_ylabel(\\\"Correlation Coefficient\\\")\\naxs[0].set_xlabel(\\\"\\\")\\naxs[1].set_xlabel(\\\"Lead Year\\\")\\naxs[1].set_xticks(np.arange(10) + 1)\\n\\n# matplotlib/xarray returning weirdness for the legend handles.\\nhandles = [i.get_label() for i in handles]\\n\\n# a little trick to put the legend on the outside.\\nplt.legend(handles, bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.0)\\n\\nplt.suptitle(\\\"CESM Decadal Prediction Large Ensemble Global SSTs\\\", fontsize=16)\\nplt.show()\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ "plt.style.use(\"ggplot\")\n", "plt.style.use(\"seaborn-talk\")\n", "\n", @@ -1201,9 +8107,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## PerfectModelEnsemble\n", + "## `PerfectModelEnsemble`\n", "\n", - "We'll now play around a bit with the `PerfectModelEnsemble` object, using sample data from the MPI perfect model configuration." + "We'll now play around a bit with the {py:class}`.PerfectModelEnsemble` object, using sample data from the MPI-ESM perfect model configuration." ] }, { @@ -1217,22 +8123,547 @@ }, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Dimensions: (area: 3, init: 12, lead: 20, member: 10, period: 5)\n", - "Coordinates:\n", - " * lead (lead) int64 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20\n", - " * period (period) object 'DJF' 'JJA' 'MAM' 'SON' 'ym'\n", - " * area (area) object 'global' 'North_Atlantic' 'North_Atlantic_SPG'\n", - " * init (init) int64 3014 3023 3045 3061 3124 ... 3175 3178 3228 3237 3257\n", - " * member (member) int64 0 1 2 3 4 5 6 7 8 9\n", - "Data variables:\n", - " tos (period, lead, area, init, member) float32 ...\n", - " sos (period, lead, area, init, member) float32 ...\n", - " AMO (period, lead, area, init, member) float32 ...\n" - ] + "data": { + "text/html": [ + "
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<xarray.Dataset>\n",
+       "Dimensions:  (period: 5, lead: 20, area: 3, init: 12, member: 10)\n",
+       "Coordinates:\n",
+       "  * lead     (lead) int64 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20\n",
+       "  * period   (period) object 'DJF' 'JJA' 'MAM' 'SON' 'ym'\n",
+       "  * area     (area) object 'global' 'North_Atlantic' 'North_Atlantic_SPG'\n",
+       "  * init     (init) int64 3014 3023 3045 3061 3124 ... 3175 3178 3228 3237 3257\n",
+       "  * member   (member) int64 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    tos      (period, lead, area, init, member) float32 17.38 17.58 ... 8.955\n",
+       "    sos      (period, lead, area, init, member) float32 34.38 34.37 ... 34.59\n",
+       "    AMO      (period, lead, area, init, member) float32 0.1675 ... 0.06075
" + ], + "text/plain": [ + "\n", + "Dimensions: (period: 5, lead: 20, area: 3, init: 12, member: 10)\n", + "Coordinates:\n", + " * lead (lead) int64 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20\n", + " * period (period) object 'DJF' 'JJA' 'MAM' 'SON' 'ym'\n", + " * area (area) object 'global' 'North_Atlantic' 'North_Atlantic_SPG'\n", + " * init (init) int64 3014 3023 3045 3061 3124 ... 3175 3178 3228 3237 3257\n", + " * member (member) int64 0 1 2 3 4 5 6 7 8 9\n", + "Data variables:\n", + " tos (period, lead, area, init, member) float32 ...\n", + " sos (period, lead, area, init, member) float32 ...\n", + " AMO (period, lead, area, init, member) float32 ..." + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" }, { "data": { @@ -1240,8 +8671,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 18;\n", - " var nbb_unformatted_code = \"ds = load_dataset(\\\"MPI-PM-DP-1D\\\") # initialized ensemble from MPI\\ncontrol = load_dataset(\\\"MPI-control-1D\\\") # base control run that initialized it\\n\\nds[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\\n\\nprint(ds)\";\n", - " var nbb_formatted_code = \"ds = load_dataset(\\\"MPI-PM-DP-1D\\\") # initialized ensemble from MPI\\ncontrol = load_dataset(\\\"MPI-control-1D\\\") # base control run that initialized it\\n\\nds[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\\n\\nprint(ds)\";\n", + " var nbb_unformatted_code = \"initialized = load_dataset(\\\"MPI-PM-DP-1D\\\") # initialized ensemble from MPI\\ncontrol = load_dataset(\\\"MPI-control-1D\\\") # base control run that initialized it\\n\\ninitialized[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\\n\\ninitialized\";\n", + " var nbb_formatted_code = \"initialized = load_dataset(\\\"MPI-PM-DP-1D\\\") # initialized ensemble from MPI\\ncontrol = load_dataset(\\\"MPI-control-1D\\\") # base control run that initialized it\\n\\ninitialized[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\\n\\ninitialized\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -1263,12 +8694,12 @@ } ], "source": [ - "ds = load_dataset(\"MPI-PM-DP-1D\") # initialized ensemble from MPI\n", + "initialized = load_dataset(\"MPI-PM-DP-1D\") # initialized ensemble from MPI\n", "control = load_dataset(\"MPI-control-1D\") # base control run that initialized it\n", "\n", - "ds[\"lead\"].attrs[\"units\"] = \"years\"\n", + "initialized[\"lead\"].attrs[\"units\"] = \"years\"\n", "\n", - "print(ds)" + "initialized" ] }, { @@ -1282,29 +8713,1060 @@ }, "outputs": [ { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "\n", - "Initialized Ensemble:\n", - " tos (period, lead, area, init, member) float32 ...\n", - " sos (period, lead, area, init, member) float32 ...\n", - " AMO (period, lead, area, init, member) float32 ...\n", - "Control:\n", - " tos (period, time, area) float32 ...\n", - " sos (period, time, area) float32 ...\n", - " AMO (period, time, area) float32 ...\n", - "Uninitialized:\n", - " None\n" + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", + " warnings.warn(\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", + " warnings.warn(\n" ] }, { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/utils.py:122: UserWarning: Assuming annual resolution due to numeric inits. Change init to a datetime if it is another resolution.\n", - " warnings.warn(\n" - ] + "data": { + "text/html": [ + "

climpred.PerfectModelEnsemble

" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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<Initialized Ensemble>\n",
+       "Dimensions:     (period: 5, lead: 20, area: 3, init: 12, member: 10)\n",
+       "Coordinates:\n",
+       "  * lead        (lead) int64 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20\n",
+       "  * period      (period) object 'DJF' 'JJA' 'MAM' 'SON' 'ym'\n",
+       "  * area        (area) object 'global' 'North_Atlantic' 'North_Atlantic_SPG'\n",
+       "  * init        (init) object 3014-01-01 00:00:00 ... 3257-01-01 00:00:00\n",
+       "  * member      (member) int64 0 1 2 3 4 5 6 7 8 9\n",
+       "    valid_time  (lead, init) object 3015-01-01 00:00:00 ... 3277-01-01 00:00:00\n",
+       "Data variables:\n",
+       "    tos         (period, lead, area, init, member) float32 17.38 17.58 ... 8.955\n",
+       "    sos         (period, lead, area, init, member) float32 34.38 34.37 ... 34.59\n",
+       "    AMO         (period, lead, area, init, member) float32 0.1675 ... 0.06075
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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<Control Simulation>\n",
+       "Dimensions:  (period: 5, time: 300, area: 3)\n",
+       "Coordinates:\n",
+       "  * time     (time) object 3000-01-01 00:00:00 ... 3299-01-01 00:00:00\n",
+       "  * period   (period) object 'DJF' 'JJA' 'MAM' 'SON' 'ym'\n",
+       "  * area     (area) object 'global' 'North_Atlantic' 'North_Atlantic_SPG'\n",
+       "Data variables:\n",
+       "    tos      (period, time, area) float32 17.38 8.76 7.321 ... 17.23 10.84 8.346\n",
+       "    sos      (period, time, area) float32 34.37 33.5 34.72 ... 34.35 33.38 34.45\n",
+       "    AMO      (period, time, area) float32 0.17 0.17 0.17 ... 0.07905 0.07905
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" }, { "data": { @@ -1312,8 +9774,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 19;\n", - " var nbb_unformatted_code = \"pm = climpred.PerfectModelEnsemble(ds)\\npm = pm.add_control(control)\\nprint(pm)\";\n", - " var nbb_formatted_code = \"pm = climpred.PerfectModelEnsemble(ds)\\npm = pm.add_control(control)\\nprint(pm)\";\n", + " var nbb_unformatted_code = \"pm = climpred.PerfectModelEnsemble(initialized).add_control(control)\\npm\";\n", + " var nbb_formatted_code = \"pm = climpred.PerfectModelEnsemble(initialized).add_control(control)\\npm\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -1335,9 +9797,8 @@ } ], "source": [ - "pm = climpred.PerfectModelEnsemble(ds)\n", - "pm = pm.add_control(control)\n", - "print(pm)" + "pm = climpred.PerfectModelEnsemble(initialized).add_control(control)\n", + "pm" ] }, { @@ -1404,7 +9865,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 21, @@ -1413,7 +9874,7 @@ }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -1469,7 +9930,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "It is useful to compare the initialized ensemble to an uninitialized run. See [terminology](terminology.html) for a description on \"uninitialized\" simulations. This gives us information about how *initializations* lead to enhanced predictability over knowledge of external forcing, whereas a comparison to persistence just tells us how well a dynamical forecast simulation does in comparison to a naive method. We can use the `generate_uninitialized()` method to bootstrap the control run and create a pseudo-ensemble that approximates what an uninitialized ensemble would look like." + "It is useful to compare the initialized ensemble to an uninitialized run. See [terminology](terminology.html) for a description on *uninitialized* simulations. This gives us information about how *initializations* lead to enhanced predictability over knowledge of external forcing, whereas a comparison to persistence just tells us how well a dynamical forecast simulation does in comparison to a naive method. We can use the {py:meth}`.PerfectModelEnsemble.generate_uninitialized` to resample the control run and create a pseudo-ensemble that approximates what an uninitialized ensemble would look like." ] }, { @@ -1484,19 +9945,1364 @@ "outputs": [ { "data": { - "text/plain": [ - "\n", - "Initialized Ensemble:\n", - " tos (lead, init, member) float32 13.46 13.64 13.72 ... 13.55 13.57\n", - " sos (lead, init, member) float32 33.18 33.15 33.05 ... 33.18 33.26\n", - "Control:\n", + "text/html": [ + "

climpred.PerfectModelEnsemble

" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<Initialized Ensemble>\n",
+       "Dimensions:     (lead: 20, init: 12, member: 10)\n",
+       "Coordinates:\n",
+       "  * lead        (lead) int64 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20\n",
+       "  * init        (init) object 3014-01-01 00:00:00 ... 3257-01-01 00:00:00\n",
+       "  * member      (member) int64 0 1 2 3 4 5 6 7 8 9\n",
+       "    valid_time  (lead, init) object 3015-01-01 00:00:00 ... 3277-01-01 00:00:00\n",
+       "Data variables:\n",
+       "    tos         (lead, init, member) float32 13.46 13.64 13.72 ... 13.55 13.57\n",
+       "    sos         (lead, init, member) float32 33.18 33.15 33.05 ... 33.18 33.26
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<Control Simulation>\n",
+       "Dimensions:  (time: 300)\n",
+       "Coordinates:\n",
+       "  * time     (time) object 3000-01-01 00:00:00 ... 3299-01-01 00:00:00\n",
+       "Data variables:\n",
        "    tos      (time) float32 13.5 13.74 13.78 13.86 ... 13.12 12.92 13.08 13.47\n",
-       "    sos      (time) float32 33.23 33.19 33.2 33.21 ... 33.15 33.22 33.16 33.18\n",
-       "Uninitialized:\n",
-       "    tos      (lead, init, member) float32 13.18 13.62 13.56 ... 12.92 13.2 13.19\n",
-       "    sos      (lead, init, member) float32 33.22 33.18 33.15 ... 33.09 33.0 33.04"
+       "    sos      (time) float32 33.23 33.19 33.2 33.21 ... 33.15 33.22 33.16 33.18
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<Uninitialized>\n",
+       "Dimensions:     (lead: 20, init: 12, member: 10)\n",
+       "Coordinates:\n",
+       "    valid_time  (lead, init) object 3015-01-01 00:00:00 ... 3277-01-01 00:00:00\n",
+       "  * lead        (lead) int64 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20\n",
+       "  * init        (init) object 3014-01-01 00:00:00 ... 3257-01-01 00:00:00\n",
+       "  * member      (member) int64 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    tos         (lead, init, member) float32 12.74 12.95 13.65 ... 13.76 14.05\n",
+       "    sos         (lead, init, member) float32 32.95 32.94 33.16 ... 33.21 33.3
" ] }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" @@ -1580,7 +11386,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Here we plot the ACC for the initialized, uninitialized, and persistence forecasts for North Atlantic sea surface salinity in JJA. We add circles to the lines if the correlations are statistically significant for $p <= 0.05$." + "Here we plot the ACC for the ``initialized``, ``uninitialized``, ``climatology`` and ``persistence`` forecasts for North Atlantic sea surface salinity in the JJA summer season." ] }, { @@ -1590,17 +11396,7 @@ "outputs": [ { "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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\n", 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" ] @@ -1614,8 +11410,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 24;\n", - " var nbb_unformatted_code = \"def plot_result(acc, pval, skill, color, label, linestyle=\\\"-\\\"):\\n \\\"\\\"\\\"Helper function for cleaner plotting code.\\\"\\\"\\\"\\n acc.sel(skill=skill)[\\\"sos\\\"].plot(color=color, linestyle=linestyle)\\n # mask if pval <=0.05\\n masked_acc = acc.sel(skill=skill)[\\\"sos\\\"].where(pval.sel(skill=skill)[\\\"sos\\\"] <= 0.05)\\n masked_acc.plot(marker=\\\"o\\\", linestyle=\\\"None\\\", color=color, label=label)\\n\\n\\nreference = [\\\"persistence\\\", \\\"uninitialized\\\", \\\"climatology\\\"]\\nacc_result = pm.verify(\\n metric=\\\"acc\\\", comparison=\\\"m2e\\\", dim=[\\\"init\\\", \\\"member\\\"], reference=reference,\\n)\\npval_result = pm.verify(\\n metric=\\\"p_pval\\\", comparison=\\\"m2e\\\", dim=[\\\"init\\\", \\\"member\\\"], reference=reference,\\n)\\n\\n# ACC for initialized ensemble\\nplot_result(acc_result, pval_result, \\\"initialized\\\", \\\"red\\\", \\\"initialized\\\")\\nplot_result(acc_result, pval_result, \\\"uninitialized\\\", \\\"gray\\\", \\\"uninitialized\\\")\\nplot_result(\\n acc_result, pval_result, \\\"persistence\\\", \\\"black\\\", \\\"persistence\\\", linestyle=\\\"--\\\"\\n)\\nplot_result(\\n acc_result, pval_result, \\\"climatology\\\", \\\"tan\\\", \\\"climatology\\\", linestyle=\\\"--\\\"\\n)\\nplt.title(\\\"North Atlantic JJA ACC\\\")\\nplt.legend()\";\n", - " var nbb_formatted_code = \"def plot_result(acc, pval, skill, color, label, linestyle=\\\"-\\\"):\\n \\\"\\\"\\\"Helper function for cleaner plotting code.\\\"\\\"\\\"\\n acc.sel(skill=skill)[\\\"sos\\\"].plot(color=color, linestyle=linestyle)\\n # mask if pval <=0.05\\n masked_acc = acc.sel(skill=skill)[\\\"sos\\\"].where(pval.sel(skill=skill)[\\\"sos\\\"] <= 0.05)\\n masked_acc.plot(marker=\\\"o\\\", linestyle=\\\"None\\\", color=color, label=label)\\n\\n\\nreference = [\\\"persistence\\\", \\\"uninitialized\\\", \\\"climatology\\\"]\\nacc_result = pm.verify(\\n metric=\\\"acc\\\", comparison=\\\"m2e\\\", dim=[\\\"init\\\", \\\"member\\\"], reference=reference,\\n)\\npval_result = pm.verify(\\n metric=\\\"p_pval\\\", comparison=\\\"m2e\\\", dim=[\\\"init\\\", \\\"member\\\"], reference=reference,\\n)\\n\\n# ACC for initialized ensemble\\nplot_result(acc_result, pval_result, \\\"initialized\\\", \\\"red\\\", \\\"initialized\\\")\\nplot_result(acc_result, pval_result, \\\"uninitialized\\\", \\\"gray\\\", \\\"uninitialized\\\")\\nplot_result(\\n acc_result, pval_result, \\\"persistence\\\", \\\"black\\\", \\\"persistence\\\", linestyle=\\\"--\\\"\\n)\\nplot_result(\\n acc_result, pval_result, \\\"climatology\\\", \\\"tan\\\", \\\"climatology\\\", linestyle=\\\"--\\\"\\n)\\nplt.title(\\\"North Atlantic JJA ACC\\\")\\nplt.legend()\";\n", + " var nbb_unformatted_code = \"acc = pm.verify(\\n metric=\\\"acc\\\",\\n comparison=\\\"m2e\\\",\\n dim=[\\\"init\\\", \\\"member\\\"],\\n reference=[\\\"persistence\\\", \\\"uninitialized\\\", \\\"climatology\\\"],\\n)\\nacc.sos.plot(hue=\\\"skill\\\")\\nplt.title(\\\"North Atlantic Surface Salinity JJA ACC\\\")\\nplt.show()\";\n", + " var nbb_formatted_code = \"acc = pm.verify(\\n metric=\\\"acc\\\",\\n comparison=\\\"m2e\\\",\\n dim=[\\\"init\\\", \\\"member\\\"],\\n reference=[\\\"persistence\\\", \\\"uninitialized\\\", \\\"climatology\\\"],\\n)\\nacc.sos.plot(hue=\\\"skill\\\")\\nplt.title(\\\"North Atlantic Surface Salinity JJA ACC\\\")\\nplt.show()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -1637,33 +11433,15 @@ } ], "source": [ - "def plot_result(acc, pval, skill, color, label, linestyle=\"-\"):\n", - " \"\"\"Helper function for cleaner plotting code.\"\"\"\n", - " acc.sel(skill=skill)[\"sos\"].plot(color=color, linestyle=linestyle)\n", - " # mask if pval <=0.05\n", - " masked_acc = acc.sel(skill=skill)[\"sos\"].where(pval.sel(skill=skill)[\"sos\"] <= 0.05)\n", - " masked_acc.plot(marker=\"o\", linestyle=\"None\", color=color, label=label)\n", - "\n", - "\n", - "reference = [\"persistence\", \"uninitialized\", \"climatology\"]\n", - "acc_result = pm.verify(\n", - " metric=\"acc\", comparison=\"m2e\", dim=[\"init\", \"member\"], reference=reference,\n", - ")\n", - "pval_result = pm.verify(\n", - " metric=\"p_pval\", comparison=\"m2e\", dim=[\"init\", \"member\"], reference=reference,\n", + "acc = pm.verify(\n", + " metric=\"acc\",\n", + " comparison=\"m2e\",\n", + " dim=[\"init\", \"member\"],\n", + " reference=[\"persistence\", \"uninitialized\", \"climatology\"],\n", ")\n", - "\n", - "# ACC for initialized ensemble\n", - "plot_result(acc_result, pval_result, \"initialized\", \"red\", \"initialized\")\n", - "plot_result(acc_result, pval_result, \"uninitialized\", \"gray\", \"uninitialized\")\n", - "plot_result(\n", - " acc_result, pval_result, \"persistence\", \"black\", \"persistence\", linestyle=\"--\"\n", - ")\n", - "plot_result(\n", - " acc_result, pval_result, \"climatology\", \"tan\", \"climatology\", linestyle=\"--\"\n", - ")\n", - "plt.title(\"North Atlantic JJA ACC\")\n", - "plt.legend()" + "acc.sos.plot(hue=\"skill\")\n", + "plt.title(\"North Atlantic Surface Salinity JJA ACC\")\n", + "plt.show()" ] }, { diff --git a/docs/source/smoothing.ipynb b/docs/source/smoothing.ipynb index bf9f0d6e5..470456b75 100644 --- a/docs/source/smoothing.ipynb +++ b/docs/source/smoothing.ipynb @@ -59,24 +59,14 @@ } }, "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - }, { "data": { "application/javascript": [ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 2;\n", - " var nbb_unformatted_code = \"%matplotlib inline\\nfrom climpred import PerfectModelEnsemble, HindcastEnsemble\\nfrom climpred.tutorial import load_dataset\\nimport matplotlib.pylab as plt\\nimport xarray as xr\\n\\nxr.set_options(display_style=\\\"text\\\")\";\n", - " var nbb_formatted_code = \"%matplotlib inline\\nfrom climpred import PerfectModelEnsemble, HindcastEnsemble\\nfrom climpred.tutorial import load_dataset\\nimport matplotlib.pylab as plt\\nimport xarray as xr\\n\\nxr.set_options(display_style=\\\"text\\\")\";\n", + " var nbb_unformatted_code = \"%matplotlib inline\\nfrom climpred import PerfectModelEnsemble, HindcastEnsemble\\nfrom climpred.tutorial import load_dataset\\nimport matplotlib.pylab as plt\\nimport xarray as xr\";\n", + " var nbb_formatted_code = \"%matplotlib inline\\nfrom climpred import PerfectModelEnsemble, HindcastEnsemble\\nfrom climpred.tutorial import load_dataset\\nimport matplotlib.pylab as plt\\nimport xarray as xr\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -102,9 +92,7 @@ "from climpred import PerfectModelEnsemble, HindcastEnsemble\n", "from climpred.tutorial import load_dataset\n", "import matplotlib.pylab as plt\n", - "import xarray as xr\n", - "\n", - "xr.set_options(display_style=\"text\")" + "import xarray as xr" ] }, { @@ -123,8 +111,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 3;\n", - " var nbb_unformatted_code = \"# Sea surface temperature\\nv = \\\"tos\\\"\\nds3d = load_dataset(\\\"MPI-PM-DP-3D\\\")[v]\\ncontrol3d = load_dataset(\\\"MPI-control-3D\\\")[v]\";\n", - " var nbb_formatted_code = \"# Sea surface temperature\\nv = \\\"tos\\\"\\nds3d = load_dataset(\\\"MPI-PM-DP-3D\\\")[v]\\ncontrol3d = load_dataset(\\\"MPI-control-3D\\\")[v]\";\n", + " var nbb_unformatted_code = \"# Sea surface temperature\\nv = \\\"tos\\\"\\ninitialized3d = load_dataset(\\\"MPI-PM-DP-3D\\\")[v]\\ncontrol3d = load_dataset(\\\"MPI-control-3D\\\")[v]\";\n", + " var nbb_formatted_code = \"# Sea surface temperature\\nv = \\\"tos\\\"\\ninitialized3d = load_dataset(\\\"MPI-PM-DP-3D\\\")[v]\\ncontrol3d = load_dataset(\\\"MPI-control-3D\\\")[v]\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -148,7 +136,7 @@ "source": [ "# Sea surface temperature\n", "v = \"tos\"\n", - "ds3d = load_dataset(\"MPI-PM-DP-3D\")[v]\n", + "initialized3d = load_dataset(\"MPI-PM-DP-3D\")[v]\n", "control3d = load_dataset(\"MPI-control-3D\")[v]" ] }, @@ -156,7 +144,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "`climpred` requires that `lead` dimension has an attribute called `units` indicating what time units the `lead` is assocated with. Options are: `years, seasons, months, weeks, pentads, days`. For the this data, the `lead` `units` are `years`. " + "`climpred` requires that `lead` dimension has an attribute called `units` indicating what time units the `lead` is assocated with. Options are: `years, seasons, months, weeks, pentads, days`, `hours`, `minutes`, `seconds`. For the this data, the `lead` `units` are `years`. " ] }, { @@ -175,8 +163,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 4;\n", - " var nbb_unformatted_code = \"ds3d[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"years\\\"}\";\n", - " var nbb_formatted_code = \"ds3d[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"years\\\"}\";\n", + " var nbb_unformatted_code = \"initialized3d[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"years\\\"}\";\n", + " var nbb_formatted_code = \"initialized3d[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"years\\\"}\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -198,7 +186,7 @@ } ], "source": [ - "ds3d[\"lead\"].attrs = {\"units\": \"years\"}" + "initialized3d[\"lead\"].attrs = {\"units\": \"years\"}" ] }, { @@ -219,7 +207,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/utils.py:122: UserWarning: Assuming annual resolution due to numeric inits. Change init to a datetime if it is another resolution.\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", + " warnings.warn(\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", " warnings.warn(\n" ] }, @@ -229,8 +219,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 5;\n", - " var nbb_unformatted_code = \"pm = PerfectModelEnsemble(ds3d)\\npm = pm.add_control(control3d)\";\n", - " var nbb_formatted_code = \"pm = PerfectModelEnsemble(ds3d)\\npm = pm.add_control(control3d)\";\n", + " var nbb_unformatted_code = \"pm = PerfectModelEnsemble(initialized3d).add_control(control3d)\";\n", + " var nbb_formatted_code = \"pm = PerfectModelEnsemble(initialized3d).add_control(control3d)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -252,15 +242,14 @@ } ], "source": [ - "pm = PerfectModelEnsemble(ds3d)\n", - "pm = pm.add_control(control3d)" + "pm = PerfectModelEnsemble(initialized3d).add_control(control3d)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "`PredictionEnsemble.smooth({'lead':x})` aggregates over `x` timesteps in time dimensions `lead` and `time`. Here it does not matter whether you specify `lead` or `time`, temporal smoothing is applied to both time dimensions. Note that the time dimension labels are not changed by this temporal smoothing." + "{py:meth}`.PredictionEnsemble.smooth` `({time:x})` aggregates over `x` timesteps in time dimensions `lead` and `time`. Here it does not matter whether you specify `lead` or `time`, temporal smoothing is applied to both time dimensions. Note that the time dimension labels are not changed by this temporal smoothing immediately." ] }, { @@ -273,15 +262,16 @@ "output_type": "stream", "text": [ "initialized Coordinates:\n", - " lon (y, x) float64 ...\n", - " lat (y, x) float64 ...\n", - " * lead (lead) int64 1 2 3\n", - " * init (init) object 3014-01-01 00:00:00 ... 3237-01-01 00:00:00\n", - " * member (member) int64 1 2 3 4 \n", + " lon (y, x) float64 -47.25 -47.69 -48.12 -48.54 ... 131.3 132.5 133.8\n", + " lat (y, x) float64 76.36 76.3 76.24 76.17 ... -77.25 -77.39 -77.54\n", + " * lead (lead) int64 1 2 3\n", + " * init (init) object 3014-01-01 00:00:00 ... 3237-01-01 00:00:00\n", + " * member (member) int64 1 2 3 4\n", + " valid_time (lead, init) object 3015-01-01 00:00:00 ... 3240-01-01 00:00:00 \n", "\n", "control Coordinates:\n", - " lon (y, x) float64 ...\n", - " lat (y, x) float64 ...\n", + " lon (y, x) float64 -47.25 -47.69 -48.12 -48.54 ... 131.3 132.5 133.8\n", + " lat (y, x) float64 76.36 76.3 76.24 76.17 ... -77.25 -77.39 -77.54\n", " * time (time) object 3000-01-01 00:00:00 ... 3047-01-01 00:00:00\n" ] }, @@ -323,7 +313,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "But after calling `verify()`, the correct time aggregation label is automatically set." + "But after calling {py:meth}`.PerfectModelEnsemble.verify`, the correct time aggregation label is automatically set." ] }, { @@ -334,7 +324,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 7, @@ -343,7 +333,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -391,7 +381,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Compare to the prediction skill without smoothing:" + "Compare to the prediction skill without smoothing (with ``rmse`` smaller is better):" ] }, { @@ -407,7 +397,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -416,7 +406,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -476,7 +466,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/utils.py:122: UserWarning: Assuming annual resolution due to numeric inits. Change init to a datetime if it is another resolution.\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", + " warnings.warn(\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", " warnings.warn(\n" ] }, @@ -522,7 +514,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 10, @@ -531,7 +523,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -581,7 +573,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now, we showcase these features for a `HindcastEnsemble`." + "Now, we showcase these smoothing features for a {py:class}`.HindcastEnsemble`." ] }, { @@ -600,8 +592,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 11;\n", - " var nbb_unformatted_code = \"v = \\\"SST\\\"\\nhind = load_dataset(\\\"CESM-DP-SST-3D\\\")[v]\\nreconstruction = load_dataset(\\\"FOSI-SST-3D\\\")[v]\\n# Move reconstruction into proper anomaly space\\nreconstruction = reconstruction - reconstruction.sel(time=slice(1964, 2014)).mean(\\n \\\"time\\\"\\n)\";\n", - " var nbb_formatted_code = \"v = \\\"SST\\\"\\nhind = load_dataset(\\\"CESM-DP-SST-3D\\\")[v]\\nreconstruction = load_dataset(\\\"FOSI-SST-3D\\\")[v]\\n# Move reconstruction into proper anomaly space\\nreconstruction = reconstruction - reconstruction.sel(time=slice(1964, 2014)).mean(\\n \\\"time\\\"\\n)\";\n", + " var nbb_unformatted_code = \"v = \\\"SST\\\"\\ninitialized = load_dataset(\\\"CESM-DP-SST-3D\\\")[v]\\nreconstruction = load_dataset(\\\"FOSI-SST-3D\\\")[v]\\n# Move reconstruction into proper anomaly space\\nreconstruction = reconstruction - reconstruction.sel(time=slice(1964, 2014)).mean(\\n \\\"time\\\"\\n)\";\n", + " var nbb_formatted_code = \"v = \\\"SST\\\"\\ninitialized = load_dataset(\\\"CESM-DP-SST-3D\\\")[v]\\nreconstruction = load_dataset(\\\"FOSI-SST-3D\\\")[v]\\n# Move reconstruction into proper anomaly space\\nreconstruction = reconstruction - reconstruction.sel(time=slice(1964, 2014)).mean(\\n \\\"time\\\"\\n)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -624,7 +616,7 @@ ], "source": [ "v = \"SST\"\n", - "hind = load_dataset(\"CESM-DP-SST-3D\")[v]\n", + "initialized = load_dataset(\"CESM-DP-SST-3D\")[v]\n", "reconstruction = load_dataset(\"FOSI-SST-3D\")[v]\n", "# Move reconstruction into proper anomaly space\n", "reconstruction = reconstruction - reconstruction.sel(time=slice(1964, 2014)).mean(\n", @@ -641,7 +633,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/utils.py:122: UserWarning: Assuming annual resolution due to numeric inits. Change init to a datetime if it is another resolution.\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", + " warnings.warn(\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", " warnings.warn(\n" ] }, @@ -651,8 +645,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 12;\n", - " var nbb_unformatted_code = \"hindcast = HindcastEnsemble(hind)\\nhindcast = hindcast.add_observations(reconstruction)\";\n", - " var nbb_formatted_code = \"hindcast = HindcastEnsemble(hind)\\nhindcast = hindcast.add_observations(reconstruction)\";\n", + " var nbb_unformatted_code = \"hindcast = HindcastEnsemble(initialized)\\nhindcast = hindcast.add_observations(reconstruction)\";\n", + " var nbb_formatted_code = \"hindcast = HindcastEnsemble(initialized)\\nhindcast = hindcast.add_observations(reconstruction)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -674,7 +668,7 @@ } ], "source": [ - "hindcast = HindcastEnsemble(hind)\n", + "hindcast = HindcastEnsemble(initialized)\n", "hindcast = hindcast.add_observations(reconstruction)" ] }, @@ -686,7 +680,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 13, @@ -695,7 +689,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -756,37 +750,26 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xarray/core/dataarray.py:746: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", " return key in self.data\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/cf_xarray/accessor.py:1043: UserWarning: Variables {'lon_bnds'} not found in object but are referred to in the CF attributes.\n", - " warnings.warn(\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/cf_xarray/accessor.py:1043: UserWarning: Variables {'lat_bnds'} not found in object but are referred to in the CF attributes.\n", - " warnings.warn(\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xesmf/backend.py:53: UserWarning: Latitude is outside of [-90, 90]\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xesmf/backend.py:53: UserWarning: Latitude is outside of [-90, 90]\n", " warnings.warn('Latitude is outside of [-90, 90]')\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xesmf/frontend.py:464: FutureWarning: ``output_sizes`` should be given in the ``dask_gufunc_kwargs`` parameter. It will be removed as direct parameter in a future version.\n", - " dr_out = xr.apply_ufunc(\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xarray/core/dataarray.py:746: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", " return key in self.data\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/cf_xarray/accessor.py:1043: UserWarning: Variables {'lon_bnds'} not found in object but are referred to in the CF attributes.\n", - " warnings.warn(\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/cf_xarray/accessor.py:1043: UserWarning: Variables {'lat_bnds'} not found in object but are referred to in the CF attributes.\n", - " warnings.warn(\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xesmf/backend.py:53: UserWarning: Latitude is outside of [-90, 90]\n", - " warnings.warn('Latitude is outside of [-90, 90]')\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xesmf/frontend.py:464: FutureWarning: ``output_sizes`` should be given in the ``dask_gufunc_kwargs`` parameter. It will be removed as direct parameter in a future version.\n", - " dr_out = xr.apply_ufunc(\n" + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xesmf/backend.py:53: UserWarning: Latitude is outside of [-90, 90]\n", + " warnings.warn('Latitude is outside of [-90, 90]')\n" ] }, { "data": { "text/plain": [ "Coordinates:\n", - " * lead (lead) int64 1 2 3 4 5\n", - " * init (init) object 3014-01-01 00:00:00 ... 3237-01-01 00:00:00\n", - " * member (member) int64 1 2 3 4\n", - " * lon (lon) float64 -180.0 -175.0 -170.0 -165.0 ... 170.0 175.0 180.0\n", - " * lat (lat) float64 -83.97 -78.97 -73.97 -68.97 ... 81.03 86.03 91.03" + " * lead (lead) int64 1 2 3 4 5\n", + " * init (init) object 3014-01-01 00:00:00 ... 3237-01-01 00:00:00\n", + " * member (member) int64 1 2 3 4\n", + " valid_time (lead, init) object 3015-01-01 00:00:00 ... 3242-01-01 00:00:00\n", + " * lon (lon) float64 -180.0 -175.0 -170.0 -165.0 ... 170.0 175.0 180.0\n", + " * lat (lat) float64 -83.97 -78.97 -73.97 -68.97 ... 81.03 86.03 91.03" ] }, "execution_count": 14, @@ -835,7 +818,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 15, @@ -844,7 +827,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -892,7 +875,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Spatial smoothing guesses the names corresponding to `lon` and `lat` in the coordinates of the `PredictionEnsemble` underlying datasets." + "Spatial smoothing guesses the names corresponding to `lon` and `lat` in the coordinates of the {py:class}`.PredictionEnsemble` underlying datasets." ] }, { @@ -904,11 +887,12 @@ "data": { "text/plain": [ "Coordinates:\n", - " TLAT (nlat, nlon) float64 ...\n", - " TLONG (nlat, nlon) float64 ...\n", - " * init (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n", - " * lead (lead) int32 1 2 3 4 5 6 7 8 9 10\n", - " TAREA (nlat, nlon) float64 ..." + " TLAT (nlat, nlon) float64 -9.75 -9.75 -9.75 ... -0.1336 -0.1336\n", + " TLONG (nlat, nlon) float64 250.8 251.9 253.1 ... 276.7 277.8 278.9\n", + " * init (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n", + " * lead (lead) int32 1 2 3 4 5 6 7 8 9 10\n", + " TAREA (nlat, nlon) float64 3.661e+13 3.661e+13 ... 3.714e+13 3.714e+13\n", + " valid_time (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00" ] }, "execution_count": 16, @@ -956,24 +940,21 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xarray/core/dataarray.py:746: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", - " return key in self.data\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xesmf/frontend.py:464: FutureWarning: ``output_sizes`` should be given in the ``dask_gufunc_kwargs`` parameter. It will be removed as direct parameter in a future version.\n", - " dr_out = xr.apply_ufunc(\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xarray/core/dataarray.py:746: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", " return key in self.data\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xesmf/frontend.py:464: FutureWarning: ``output_sizes`` should be given in the ``dask_gufunc_kwargs`` parameter. It will be removed as direct parameter in a future version.\n", - " dr_out = xr.apply_ufunc(\n" + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", + " return key in self.data\n" ] }, { "data": { "text/plain": [ "Coordinates:\n", - " * init (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n", - " * lead (lead) int32 1 2 3 4 5 6 7 8 9 10\n", - " * lon (lon) float64 250.8 251.8 252.8 253.8 ... 276.8 277.8 278.8 279.8\n", - " * lat (lat) float64 -9.75 -8.75 -7.75 -6.75 ... -1.75 -0.7503 0.2497" + " * init (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n", + " * lead (lead) int32 1 2 3 4 5 6 7 8 9 10\n", + " valid_time (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n", + " * lon (lon) float64 250.8 251.8 252.8 253.8 ... 277.8 278.8 279.8\n", + " * lat (lat) float64 -9.75 -8.75 -7.75 -6.75 ... -1.75 -0.7503 0.2497" ] }, "execution_count": 17, @@ -1016,7 +997,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "`PredictionEnsemble.smooth(goddard2013)` creates 4-year means and 5x5 degree regridding as suggested in [Goddard2013]." + "{py:meth}`.PredictionEnsemble.smooth` `(goddard2013)` creates 4-year means and 5x5 degree regridding as suggested in [Goddard2013]." ] }, { @@ -1033,26 +1014,14 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xarray/core/dataarray.py:746: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", " return key in self.data\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/cf_xarray/accessor.py:1043: UserWarning: Variables {'lon_bnds'} not found in object but are referred to in the CF attributes.\n", - " warnings.warn(\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/cf_xarray/accessor.py:1043: UserWarning: Variables {'lat_bnds'} not found in object but are referred to in the CF attributes.\n", - " warnings.warn(\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xesmf/backend.py:53: UserWarning: Latitude is outside of [-90, 90]\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xesmf/backend.py:53: UserWarning: Latitude is outside of [-90, 90]\n", " warnings.warn('Latitude is outside of [-90, 90]')\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xesmf/frontend.py:464: FutureWarning: ``output_sizes`` should be given in the ``dask_gufunc_kwargs`` parameter. It will be removed as direct parameter in a future version.\n", - " dr_out = xr.apply_ufunc(\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xarray/core/dataarray.py:746: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", " return key in self.data\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/cf_xarray/accessor.py:1043: UserWarning: Variables {'lon_bnds'} not found in object but are referred to in the CF attributes.\n", - " warnings.warn(\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/cf_xarray/accessor.py:1043: UserWarning: Variables {'lat_bnds'} not found in object but are referred to in the CF attributes.\n", - " warnings.warn(\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xesmf/backend.py:53: UserWarning: Latitude is outside of [-90, 90]\n", - " warnings.warn('Latitude is outside of [-90, 90]')\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xesmf/frontend.py:464: FutureWarning: ``output_sizes`` should be given in the ``dask_gufunc_kwargs`` parameter. It will be removed as direct parameter in a future version.\n", - " dr_out = xr.apply_ufunc(\n" + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xesmf/backend.py:53: UserWarning: Latitude is outside of [-90, 90]\n", + " warnings.warn('Latitude is outside of [-90, 90]')\n" ] }, { From 175d811e92d124529f98234f6f07a3a3f902f40a Mon Sep 17 00:00:00 2001 From: AS Date: Tue, 14 Dec 2021 00:30:12 +0100 Subject: [PATCH 20/61] adapt xclim refs --- CHANGELOG.rst | 12 ++--- climpred/classes.py | 14 +++--- climpred/options.py | 58 ++++++++++++----------- docs/source/quick-start.ipynb | 87 ++++++++++++++++++----------------- 4 files changed, 87 insertions(+), 84 deletions(-) diff --git a/CHANGELOG.rst b/CHANGELOG.rst index 532d97d5b..eca4013b8 100644 --- a/CHANGELOG.rst +++ b/CHANGELOG.rst @@ -164,15 +164,15 @@ New Features :py:meth:`.HindcastEnsemble.remove_bias`: * ``how="EmpiricalQuantileMapping"``: - :py:class:`~xclim.sdba.adjustment.EmpiricalQuantileMapping` + :py:class:`xclim.sdba.adjustment.EmpiricalQuantileMapping` * ``how="DetrendedQuantileMapping"``: - :py:class:`~xclim.sdba.adjustment.DetrendedQuantileMapping` + :py:class:`xclim.sdba.adjustment.DetrendedQuantileMapping` * ``how="PrincipalComponents"``: - :py:class:`~xclim.sdba.adjustment.PrincipalComponents` + :py:class:`xclim.sdba.adjustment.PrincipalComponents` * ``how="QuantileDeltaMapping"``: - :py:class:`~xclim.sdba.adjustment.QuantileDeltaMapping` - * ``how="Scaling"``: :py:class:`~xclim.sdba.adjustment.Scaling` - * ``how="LOCI"``: :py:class:`~xclim.sdba.adjustment.LOCI` + :py:class:`xclim.sdba.adjustment.QuantileDeltaMapping` + * ``how="Scaling"``: :py:class:`xclim.sdba.adjustment.Scaling` + * ``how="LOCI"``: :py:class:`xclim.sdba.adjustment.LOCI` These methods do not respond to ``OPTIONS['seasonality']`` like the other methods. Provide ``group="init.month"`` to group by month or ``group='init'`` to skip grouping. diff --git a/climpred/classes.py b/climpred/classes.py index 584cf9fbb..af89cadc2 100644 --- a/climpred/classes.py +++ b/climpred/classes.py @@ -2388,7 +2388,7 @@ def remove_bias( Bias is grouped by ``seasonality`` set via :py:class:`~climpred.options.set_options`. When wrapping - :py:class:`~xclim.sdba.adjustment.TrainAdjust` use ``group`` instead. + :py:class:`xclim.sdba.adjustment.TrainAdjust` use ``group`` instead. Args: alignment: which inits or verification times should be aligned? @@ -2414,12 +2414,12 @@ def remove_bias( - ``"basic_quantile"``: `Reference `_ - ``"gamma_mapping"``: `Reference `_ - ``"normal_mapping"``: `Reference `_ - - :py:class:`~xclim.sdba.adjustment.EmpiricalQuantileMapping` - - :py:class:`~xclim.sdba.adjustment.DetrendedQuantileMapping` - - :py:class:`~xclim.sdba.adjustment.PrincipalComponents` - - :py:class:`~xclim.sdba.adjustment.QuantileDeltaMapping` - - :py:class:`~xclim.sdba.adjustment.Scaling` - - :py:class:`~xclim.sdba.adjustment.LOCI` + - :py:class:`xclim.sdba.adjustment.EmpiricalQuantileMapping` + - :py:class:`xclim.sdba.adjustment.DetrendedQuantileMapping` + - :py:class:`xclim.sdba.adjustment.PrincipalComponents` + - :py:class:`xclim.sdba.adjustment.QuantileDeltaMapping` + - :py:class:`xclim.sdba.adjustment.Scaling` + - :py:class:`xclim.sdba.adjustment.LOCI` train_test_split: How to separate train period to calculate the bias and test period to apply bias correction to? For a detailed diff --git a/climpred/options.py b/climpred/options.py index 42a9036b9..58545926e 100644 --- a/climpred/options.py +++ b/climpred/options.py @@ -26,36 +26,38 @@ class set_options: - """Set options for ``climpred`` in a controlled context. Analogous to + """ + Set options for ``climpred`` in a controlled context. + + Analogous to :py:class:`~xarray.options.set_options`. - Parameters - ---------- - ``seasonality`` : {``"dayofyear"``, ``"weekofyear"``, ``"month"``, ``"season"``}, default: ``"month"`` # noqa: E501 - Attribute to group dimension ``groupby(f"{dim}.{seasonality}"")``. - Used in ``reference=climatology`` and - :py:meth:`.HindcastEnsemble.remove_bias`. - ``PerfectModel_persistence_from_initialized_lead_0`` : {``True``, ``False``}, default ``False`` # noqa: E501 - Which persistence function to use in - ``PerfectModelEnsemble.verify/bootstrap(reference="persistence")``. - If ``False`` use :py:func:`~climpred.reference.compute_persistence`. - If ``True`` use - :py:func:`~climpred.reference.compute_persistence_from_first_lead`. - ``warn_for_failed_PredictionEnsemble_xr_call`` : {``True``, ``False``}, default ``True`` - Raise ``UserWarning`` when ``PredictionEnsemble.xr_call``, e.g. - ``.sel(lead=[1])`` fails on one of the datasets. - ``warn_for_rename_to_climpred_dims`` : {``True``, ``False``}, default ``True`` - Raise ``UserWarning`` when dimensions are renamed to ``CLIMPRED_DIMS`` when - :py:class:`.PredictionEnsemble` is instantiated. - ``warn_for_init_coords_int_to_annual`` : {``True``, ``False``}, default ``True`` - Raise ``UserWarning`` when ``init`` coordinate is of type integer and gets - converted to annual cftime_range when - :py:class:`.PredictionEnsemble` is instantiated. - ``climpred_warnings`` : {``True``, ``False``}, default ``True`` - Overwrites all options containing ``"*warn*"``. - - Examples - -------- + Args: + ``seasonality`` : {``"dayofyear"``, ``"weekofyear"``, ``"month"``, ``"season"``}, default: ``"month"`` # noqa: E501 + Attribute to group dimension ``groupby(f"{dim}.{seasonality}"")``. + Used in ``reference=climatology`` and + :py:meth:`.HindcastEnsemble.remove_bias`. + ``PerfectModel_persistence_from_initialized_lead_0`` : {``True``, ``False``}, default ``False`` # noqa: E501 + Which persistence function to use in + ``PerfectModelEnsemble.verify/bootstrap(reference="persistence")``. + If ``False`` use :py:func:`~climpred.reference.compute_persistence`. + If ``True`` use + :py:func:`~climpred.reference.compute_persistence_from_first_lead`. + ``warn_for_failed_PredictionEnsemble_xr_call`` : {``True``, ``False``}, default ``True`` + Raise ``UserWarning`` when ``PredictionEnsemble.xr_call``, e.g. + ``.sel(lead=[1])`` fails on one of the datasets. + ``warn_for_rename_to_climpred_dims`` : {``True``, ``False``}, default ``True`` + Raise ``UserWarning`` when dimensions are renamed to ``CLIMPRED_DIMS`` when + :py:class:`.PredictionEnsemble` is instantiated. + ``warn_for_init_coords_int_to_annual`` : {``True``, ``False``}, default ``True`` + Raise ``UserWarning`` when ``init`` coordinate is of type integer and gets + converted to annual cftime_range when + :py:class:`.PredictionEnsemble` is instantiated. + ``climpred_warnings`` : {``True``, ``False``}, default ``True`` + Overwrites all options containing ``"*warn*"``. + + Examples: + You can use ``set_options`` either as a context manager: >>> kw = dict( diff --git a/docs/source/quick-start.ipynb b/docs/source/quick-start.ipynb index d9e4978f7..1a2f3e5cc 100644 --- a/docs/source/quick-start.ipynb +++ b/docs/source/quick-start.ipynb @@ -15,6 +15,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "" ] }, { @@ -755,7 +756,7 @@ " * init (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n", " valid_time (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n", "Data variables:\n", - " SST (init, lead, member) float64 -0.2404 -0.2085 ... 0.7442 0.7384
  • " ] }, "metadata": {}, @@ -1248,7 +1249,7 @@ "Coordinates:\n", " * time (time) object 1955-01-01 00:00:00 ... 2015-01-01 00:00:00\n", "Data variables:\n", - " SST (time) float32 -0.4015 -0.3524 -0.1851 ... 0.2481 0.346 0.4502
  • " ] }, "metadata": {}, @@ -1484,7 +1485,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -1493,7 +1494,7 @@ "" ] }, - "execution_count": 9, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, @@ -1514,7 +1515,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 9;\n", + " var nbb_cell_id = 10;\n", " var nbb_unformatted_code = \"hindcast.plot()\";\n", " var nbb_formatted_code = \"hindcast.plot()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", @@ -1551,7 +1552,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:16:23.267567Z", @@ -1942,7 +1943,7 @@ " * init (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n", " valid_time (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n", "Data variables:\n", - " SST (init, lead, member) float64 -0.09386 -0.07692 ... 0.06577
  • " ] }, "metadata": {}, @@ -2451,7 +2452,7 @@ "Coordinates:\n", " * time (time) object 1955-01-01 00:00:00 ... 2015-01-01 00:00:00\n", "Data variables:\n", - " SST (time) float64 -0.1006 -0.05807 0.1026 ... -0.04652 0.03726 0.1272
  • " ] }, "metadata": {}, @@ -2534,7 +2535,7 @@ "data": { "text/plain": [] }, - "execution_count": 10, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, @@ -2543,7 +2544,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 10;\n", + " var nbb_cell_id = 11;\n", " var nbb_unformatted_code = \"from climpred.stats import rm_poly\\n\\nhindcast.map(rm_poly, dim=\\\"init\\\", deg=2).map(rm_poly, dim=\\\"time\\\", deg=2)\";\n", " var nbb_formatted_code = \"from climpred.stats import rm_poly\\n\\nhindcast.map(rm_poly, dim=\\\"init\\\", deg=2).map(rm_poly, dim=\\\"time\\\", deg=2)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", @@ -2581,7 +2582,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -2590,7 +2591,7 @@ "" ] }, - "execution_count": 11, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, @@ -2611,7 +2612,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 11;\n", + " var nbb_cell_id = 12;\n", " var nbb_unformatted_code = \"hindcast = hindcast.map(rm_poly, dim=\\\"init_or_time\\\", deg=2)\\nhindcast.plot()\";\n", " var nbb_formatted_code = \"hindcast = hindcast.map(rm_poly, dim=\\\"init_or_time\\\", deg=2)\\nhindcast.plot()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", @@ -2649,7 +2650,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:16:24.835164Z", @@ -3027,8 +3028,8 @@ " metric: rmse\n", " comparison: e2o\n", " dim: init\n", - " reference: []" + " reference: []" ], "text/plain": [ "\n", @@ -3050,7 +3051,7 @@ " reference: []" ] }, - "execution_count": 12, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, @@ -3059,8 +3060,8 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 12;\n", - " var nbb_unformatted_code = \"result = hindcast.verify(\\n metric=\\\"rmse\\\",\\n comparison=\\\"e2o\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n)\\nresult\";\n", + " var nbb_cell_id = 13;\n", + " var nbb_unformatted_code = \"result = hindcast.verify(\\n metric=\\\"rmse\\\", comparison=\\\"e2o\\\", dim=\\\"init\\\", alignment=\\\"same_verif\\\",\\n)\\nresult\";\n", " var nbb_formatted_code = \"result = hindcast.verify(\\n metric=\\\"rmse\\\", comparison=\\\"e2o\\\", dim=\\\"init\\\", alignment=\\\"same_verif\\\",\\n)\\nresult\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", @@ -3091,7 +3092,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:16:24.977297Z", @@ -3104,7 +3105,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 15;\n", + " var nbb_cell_id = 14;\n", " var nbb_unformatted_code = \"plt.rcParams[\\\"lines.linewidth\\\"] = 3\\nplt.rcParams[\\\"lines.markersize\\\"] = 10\\nplt.rcParams[\\\"lines.marker\\\"] = \\\"o\\\"\\nplt.rcParams[\\\"figure.figsize\\\"] = (8, 3)\";\n", " var nbb_formatted_code = \"plt.rcParams[\\\"lines.linewidth\\\"] = 3\\nplt.rcParams[\\\"lines.markersize\\\"] = 10\\nplt.rcParams[\\\"lines.marker\\\"] = \\\"o\\\"\\nplt.rcParams[\\\"figure.figsize\\\"] = (8, 3)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", @@ -3136,7 +3137,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -3156,7 +3157,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 17;\n", + " var nbb_cell_id = 15;\n", " var nbb_unformatted_code = \"result.SST.plot()\\nplt.title(\\\"Global Mean SST Predictability\\\")\\nplt.ylabel(\\\"Anomaly \\\\n Correlation Coefficient\\\")\\nplt.xlabel(\\\"Lead Year\\\")\\nplt.show()\";\n", " var nbb_formatted_code = \"result.SST.plot()\\nplt.title(\\\"Global Mean SST Predictability\\\")\\nplt.ylabel(\\\"Anomaly \\\\n Correlation Coefficient\\\")\\nplt.xlabel(\\\"Lead Year\\\")\\nplt.show()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", @@ -3196,7 +3197,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:16:26.745102Z", @@ -3235,7 +3236,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 18;\n", + " var nbb_cell_id = 16;\n", " var nbb_unformatted_code = \"result = hindcast.verify(\\n metric=\\\"acc\\\",\\n comparison=\\\"e2o\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n reference=[\\\"persistence\\\", \\\"climatology\\\"],\\n)\";\n", " var nbb_formatted_code = \"result = hindcast.verify(\\n metric=\\\"acc\\\",\\n comparison=\\\"e2o\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n reference=[\\\"persistence\\\", \\\"climatology\\\"],\\n)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", @@ -3270,7 +3271,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:16:26.996690Z", @@ -3280,7 +3281,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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    " ] @@ -3295,9 +3296,9 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 19;\n", - " var nbb_unformatted_code = \"result.SST.plot(hue=\\\"skill\\\")\\nplt.title(\\\"Global Mean SST Forecast Error\\\")\\nplt.ylabel(\\\"RMSE\\\")\\nplt.xlabel(\\\"Lead Year\\\")\\nplt.show()\";\n", - " var nbb_formatted_code = \"result.SST.plot(hue=\\\"skill\\\")\\nplt.title(\\\"Global Mean SST Forecast Error\\\")\\nplt.ylabel(\\\"RMSE\\\")\\nplt.xlabel(\\\"Lead Year\\\")\\nplt.show()\";\n", + " var nbb_cell_id = 17;\n", + " var nbb_unformatted_code = \"result.SST.plot(hue=\\\"skill\\\")\\nplt.title(\\\"Global Mean SST Forecast Error\\\")\\nplt.ylabel(\\\"ACC\\\")\\nplt.xlabel(\\\"Lead Year\\\")\\nplt.show()\";\n", + " var nbb_formatted_code = \"result.SST.plot(hue=\\\"skill\\\")\\nplt.title(\\\"Global Mean SST Forecast Error\\\")\\nplt.ylabel(\\\"ACC\\\")\\nplt.xlabel(\\\"Lead Year\\\")\\nplt.show()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -3321,7 +3322,7 @@ "source": [ "result.SST.plot(hue=\"skill\")\n", "plt.title(\"Global Mean SST Forecast Error\")\n", - "plt.ylabel(\"RMSE\")\n", + "plt.ylabel(\"ACC\")\n", "plt.xlabel(\"Lead Year\")\n", "plt.show()" ] @@ -3350,7 +3351,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.10" + "version": "3.9.6" }, "toc": { "base_numbering": 1, From ed63452eb4e8744b2b43d2c302f343e1438a2e05 Mon Sep 17 00:00:00 2001 From: AS Date: Tue, 14 Dec 2021 00:30:40 +0100 Subject: [PATCH 21/61] rename workflows for shorter badges --- .github/workflows/ci-pre-commit.yml | 2 +- .github/workflows/climpred_installs.yml | 2 +- .github/workflows/climpred_testing.yml | 4 ++-- .github/workflows/lint.yml | 2 +- 4 files changed, 5 insertions(+), 5 deletions(-) diff --git a/.github/workflows/ci-pre-commit.yml b/.github/workflows/ci-pre-commit.yml index 3b9a6f738..0108fc671 100644 --- a/.github/workflows/ci-pre-commit.yml +++ b/.github/workflows/ci-pre-commit.yml @@ -1,4 +1,4 @@ -name: linting +name: Linting on: push: diff --git a/.github/workflows/climpred_installs.yml b/.github/workflows/climpred_installs.yml index eac3185e2..01bae39eb 100644 --- a/.github/workflows/climpred_installs.yml +++ b/.github/workflows/climpred_installs.yml @@ -1,4 +1,4 @@ -name: climpred installs +name: install on: push: diff --git a/.github/workflows/climpred_testing.yml b/.github/workflows/climpred_testing.yml index 7fa147b19..defa184d4 100644 --- a/.github/workflows/climpred_testing.yml +++ b/.github/workflows/climpred_testing.yml @@ -1,4 +1,4 @@ -name: climpred testing # based on https://github.com/pydata/xarray/blob/master/.github/workflows/ci.yaml +name: CI # based on https://github.com/pydata/xarray/blob/master/.github/workflows/ci.yaml on: push: @@ -128,7 +128,7 @@ jobs: run: | python -m pytest --doctest-modules climpred --ignore climpred/tests - docs_notebooks: # Checks that pre-compiled notebooks in docs still work. + notebooks: # Checks that pre-compiled notebooks in docs still work. runs-on: ubuntu-latest defaults: run: diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml index e9b6669b8..5d5c4f196 100644 --- a/.github/workflows/lint.yml +++ b/.github/workflows/lint.yml @@ -1,4 +1,4 @@ -name: Lint +name: Linting on: pull_request From eedcc87488d1e477368a62c2911abb0965f8eea2 Mon Sep 17 00:00:00 2001 From: AS Date: Tue, 14 Dec 2021 00:47:08 +0100 Subject: [PATCH 22/61] minor fixes --- climpred/classes.py | 2 +- docs/source/conf.py | 4 ++-- docs/source/quick-start.ipynb | 4 ++-- docs/source/significance.rst | 5 +++-- docs/source/smoothing.ipynb | 6 +++--- 5 files changed, 11 insertions(+), 10 deletions(-) diff --git a/climpred/classes.py b/climpred/classes.py index af89cadc2..d1e59f9d3 100644 --- a/climpred/classes.py +++ b/climpred/classes.py @@ -476,7 +476,7 @@ def plot( ax: Axis to use in plotting. By default, creates a new axis. show_members: whether to display all members individually. Defaults to False. - cmap: Name of matplotlib-recognized colorbar. Defaults to `viridis` + cmap: Name of matplotlib-recognized colorbar. Defaults to ``viridis`` for :py:class:`.HindcastEnsemble` and ``tab10`` for :py:class:`.PerfectModelEnsemble`. x: Name of x-axis. Use ``time`` to show observations and diff --git a/docs/source/conf.py b/docs/source/conf.py index 18d3aff1e..b533f444c 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -52,8 +52,8 @@ "IPython.sphinxext.ipython_console_highlighting", ] -autosummary_generate = True -autodoc_typehints = "none" +# autosummary_generate = True +# autodoc_typehints = "none" # MyST config myst_enable_extensions = ["amsmath", "colon_fence", "deflist", "html_image"] diff --git a/docs/source/quick-start.ipynb b/docs/source/quick-start.ipynb index 1a2f3e5cc..4813ecda0 100644 --- a/docs/source/quick-start.ipynb +++ b/docs/source/quick-start.ipynb @@ -126,7 +126,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "You can view the datasets available to be loaded with {py:meth}`.tutorial.load_dataset` without passing any arguments:" + "You can view the datasets available to be loaded with {py:meth}`~climpred.tutorial.load_dataset` without passing any arguments:" ] }, { @@ -3351,7 +3351,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.6" + "version": "3.7.10" }, "toc": { "base_numbering": 1, diff --git a/docs/source/significance.rst b/docs/source/significance.rst index 5e761056c..02a09d875 100644 --- a/docs/source/significance.rst +++ b/docs/source/significance.rst @@ -50,8 +50,8 @@ beaten by the ``uninitialized`` or resampled reference metrics calculated from t respective distributions. Confidence intervals using these distributions are also calculated. -This behavior is incorporated by -:py:meth:`.PredictionEnsemble.bootstrap`, see +This behavior is incorporated by :py:meth:`.HindcastEnsemble.bootstrap` and +:py:meth:`.PerfectModelEnsemble.bootstrap`, see `example `__. @@ -68,6 +68,7 @@ Sign test Use DelSole's sign test relying on the statistics of a random walk to decide whether one forecast is significantly better than another forecast [DelSole2016]_, see +:py:func:`xskillscore.sign_test` and `sign test example `__. diff --git a/docs/source/smoothing.ipynb b/docs/source/smoothing.ipynb index 470456b75..4167f175c 100644 --- a/docs/source/smoothing.ipynb +++ b/docs/source/smoothing.ipynb @@ -249,7 +249,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "{py:meth}`.PredictionEnsemble.smooth` `({time:x})` aggregates over `x` timesteps in time dimensions `lead` and `time`. Here it does not matter whether you specify `lead` or `time`, temporal smoothing is applied to both time dimensions. Note that the time dimension labels are not changed by this temporal smoothing immediately." + "{py:meth}`.PerfectModelEnsemble.smooth` `({time:x})` aggregates over `x` timesteps in time dimensions `lead` and `time`. Here it does not matter whether you specify `lead` or `time`, temporal smoothing is applied to both time dimensions. Note that the time dimension labels are not changed by this temporal smoothing immediately." ] }, { @@ -573,7 +573,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now, we showcase these smoothing features for a {py:class}`.HindcastEnsemble`." + "Now, we showcase these smoothing features for {py:meth}`.HindcastEnsemble.smooth`." ] }, { @@ -997,7 +997,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "{py:meth}`.PredictionEnsemble.smooth` `(goddard2013)` creates 4-year means and 5x5 degree regridding as suggested in [Goddard2013]." + "{py:meth}`.HindcastEnsemble.smooth` `(goddard2013)` creates 4-year means and 5x5 degree regridding as suggested in [Goddard2013]." ] }, { From cda86292c98c542bf511743001e9b16d85a97880 Mon Sep 17 00:00:00 2001 From: Aaron Spring Date: Tue, 14 Dec 2021 02:13:07 +0100 Subject: [PATCH 23/61] Apply suggestions from code review --- docs/source/examples/misc/climpred_gpu.ipynb | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/source/examples/misc/climpred_gpu.ipynb b/docs/source/examples/misc/climpred_gpu.ipynb index 119c0ffa8..73773f1a6 100644 --- a/docs/source/examples/misc/climpred_gpu.ipynb +++ b/docs/source/examples/misc/climpred_gpu.ipynb @@ -281,9 +281,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "[conda env:ML_gpu]", "language": "python", - "name": "python3" + "name": "conda-env-ML_gpu-py" }, "language_info": { "codemirror_mode": { @@ -295,7 +295,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.10" + "version": "3.9.2" } }, "nbformat": 4, From 442ac3682b69bbfdc95309573c2933d5f0ba7e7e Mon Sep 17 00:00:00 2001 From: Aaron Spring Date: Tue, 14 Dec 2021 02:19:04 +0100 Subject: [PATCH 24/61] Update README.rst --- README.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.rst b/README.rst index f9263a9cd..21bc091b7 100644 --- a/README.rst +++ b/README.rst @@ -98,7 +98,7 @@ Verification of weather and climate forecasts. :alt: GitHub issues :target: https://github.com/pangeo-data/climpred/issues -.. |PRs| image:: https://img.shields.io/github/issues/pangeo-data/climpred +.. |PRs| image:: https://img.shields.io/github/pulls/pangeo-data/climpred :alt: GitHub PRs :target: https://github.com/pangeo-data/climpred/pulls From ee402b7a8af4c5a9e7616a21212ede707b043847 Mon Sep 17 00:00:00 2001 From: Aaron Spring Date: Tue, 14 Dec 2021 02:19:50 +0100 Subject: [PATCH 25/61] Update index.rst --- docs/source/index.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/index.rst b/docs/source/index.rst index 1df0c3024..70253593a 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -97,7 +97,7 @@ climpred: verification of weather and climate forecasts :alt: GitHub issues :target: https://github.com/pangeo-data/climpred/issues -.. |PRs| image:: https://img.shields.io/github/issues/pangeo-data/climpred +.. |PRs| image:: https://img.shields.io/github/pulls/pangeo-data/climpred :alt: GitHub PRs :target: https://github.com/pangeo-data/climpred/pulls From b7bfaeca2b3797a765fb4619cc2a42abaf93eca9 Mon Sep 17 00:00:00 2001 From: Aaron Spring Date: Tue, 14 Dec 2021 02:25:52 +0100 Subject: [PATCH 26/61] Update docs/source/examples/misc/climpred_gpu.ipynb --- docs/source/examples/misc/climpred_gpu.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/examples/misc/climpred_gpu.ipynb b/docs/source/examples/misc/climpred_gpu.ipynb index 73773f1a6..a83242c57 100644 --- a/docs/source/examples/misc/climpred_gpu.ipynb +++ b/docs/source/examples/misc/climpred_gpu.ipynb @@ -281,7 +281,7 @@ ], "metadata": { "kernelspec": { - "display_name": "[conda env:ML_gpu]", + "display_name": "Python [conda env:ML_gpu]", "language": "python", "name": "conda-env-ML_gpu-py" }, From 85a8ef448bacae657238704e866a73d4aa67c117 Mon Sep 17 00:00:00 2001 From: Aaron Spring Date: Tue, 14 Dec 2021 02:42:22 +0100 Subject: [PATCH 27/61] Exclude gpu nb --- docs/source/conf.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/conf.py b/docs/source/conf.py index 18d3aff1e..0457c9716 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -77,7 +77,7 @@ # List of patterns, relative to source directory, that match files and # directories to ignore when looking for source files. # This pattern also affects html_static_path and html_extra_path. -exclude_patterns = ["build", "**.ipynb_checkpoints", "Thumbs.db", ".DS_Store"] +exclude_patterns = ["build", "climpred_gpu.ipynb", "**.ipynb_checkpoints", "Thumbs.db", ".DS_Store"] pygments_style = "sphinx" source_suffix = ".rst" From ddffef69d1ad0b9c8a936cc9bcab150c23066ef1 Mon Sep 17 00:00:00 2001 From: AS Date: Tue, 14 Dec 2021 11:08:16 +0100 Subject: [PATCH 28/61] use old gpu nb --- docs/source/examples/misc/climpred_gpu.ipynb | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/source/examples/misc/climpred_gpu.ipynb b/docs/source/examples/misc/climpred_gpu.ipynb index 119c0ffa8..a83242c57 100644 --- a/docs/source/examples/misc/climpred_gpu.ipynb +++ b/docs/source/examples/misc/climpred_gpu.ipynb @@ -281,9 +281,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python [conda env:ML_gpu]", "language": "python", - "name": "python3" + "name": "conda-env-ML_gpu-py" }, "language_info": { "codemirror_mode": { @@ -295,7 +295,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.10" + "version": "3.9.2" } }, "nbformat": 4, From 6a5eb5b8628397c81c3b373583915c2719247561 Mon Sep 17 00:00:00 2001 From: Aaron Spring Date: Tue, 14 Dec 2021 15:28:11 +0100 Subject: [PATCH 29/61] Update docs/source/conf.py --- docs/source/conf.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/conf.py b/docs/source/conf.py index ba463b41c..cf53cc761 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -148,7 +148,7 @@ # nbsphinx_allow_errors = True # nbsphinx_kernel_name = "climpred-docs" # doesnt work - +nbsphinx_allow_errors = True # Napoleon configurations napoleon_google_docstring = True From f3d95c9fd10218c972a7eb20fc46c53bd58a26b4 Mon Sep 17 00:00:00 2001 From: AS Date: Tue, 14 Dec 2021 15:31:25 +0100 Subject: [PATCH 30/61] gpu python3 kernel --- docs/source/examples/misc/climpred_gpu.ipynb | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/source/examples/misc/climpred_gpu.ipynb b/docs/source/examples/misc/climpred_gpu.ipynb index a83242c57..119c0ffa8 100644 --- a/docs/source/examples/misc/climpred_gpu.ipynb +++ b/docs/source/examples/misc/climpred_gpu.ipynb @@ -281,9 +281,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:ML_gpu]", + "display_name": "Python 3", "language": "python", - "name": "conda-env-ML_gpu-py" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -295,7 +295,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.2" + "version": "3.7.10" } }, "nbformat": 4, From a5dbea3fb3bc94eb65d23967ce4c455cfd41f7a9 Mon Sep 17 00:00:00 2001 From: AS Date: Tue, 14 Dec 2021 17:29:05 +0100 Subject: [PATCH 31/61] fix --- README.rst | 2 +- docs/source/conf.py | 9 +++++- docs/source/index.rst | 2 +- docs/source/reference_forecast.rst | 10 +++--- docs/source/related-packages.rst | 5 +-- docs/source/setting-up-data.rst | 7 +++++ docs/source/significance.rst | 12 +++++-- docs/source/terminology.rst | 50 +++++++++++++++--------------- 8 files changed, 59 insertions(+), 38 deletions(-) diff --git a/README.rst b/README.rst index 21bc091b7..9db62209a 100644 --- a/README.rst +++ b/README.rst @@ -98,7 +98,7 @@ Verification of weather and climate forecasts. :alt: GitHub issues :target: https://github.com/pangeo-data/climpred/issues -.. |PRs| image:: https://img.shields.io/github/pulls/pangeo-data/climpred +.. |PRs| image:: https://img.shields.io/github/issues-pr/pangeo-data/climpred :alt: GitHub PRs :target: https://github.com/pangeo-data/climpred/pulls diff --git a/docs/source/conf.py b/docs/source/conf.py index cf53cc761..161dda272 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -55,6 +55,7 @@ # autosummary_generate = True # autodoc_typehints = "none" + # MyST config myst_enable_extensions = ["amsmath", "colon_fence", "deflist", "html_image"] myst_url_schemes = ["http", "https", "mailto"] @@ -77,7 +78,13 @@ # List of patterns, relative to source directory, that match files and # directories to ignore when looking for source files. # This pattern also affects html_static_path and html_extra_path. -exclude_patterns = ["build", "climpred_gpu.ipynb", "**.ipynb_checkpoints", "Thumbs.db", ".DS_Store"] +exclude_patterns = [ + "build", + # "source/misc/climpred_gpu.ipynb", + "**.ipynb_checkpoints", + "Thumbs.db", + ".DS_Store", +] pygments_style = "sphinx" source_suffix = ".rst" diff --git a/docs/source/index.rst b/docs/source/index.rst index 70253593a..fc09d4f7d 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -97,7 +97,7 @@ climpred: verification of weather and climate forecasts :alt: GitHub issues :target: https://github.com/pangeo-data/climpred/issues -.. |PRs| image:: https://img.shields.io/github/pulls/pangeo-data/climpred +.. |PRs| image:: https://img.shields.io/github/issues-pr/pangeo-data/climpred :alt: GitHub PRs :target: https://github.com/pangeo-data/climpred/pulls diff --git a/docs/source/reference_forecast.rst b/docs/source/reference_forecast.rst index 868054af5..529e76212 100644 --- a/docs/source/reference_forecast.rst +++ b/docs/source/reference_forecast.rst @@ -5,23 +5,23 @@ Reference Forecasts To quantify the quality of an initialized forecast, it is useful to judge it against some simple reference forecast. ``climpred`` currently supports a several reference forecasts, and we are open to adding other reference forecasts. Consider opening a -`Pull Request `_. +`Pull Request `_ for additional references. **Persistence Forecast**: Whatever is observed at the time of initialization is -forecasted to persist into the forecast period [Jolliffe2012]_. +forecasted to persist into the forecast period [Jolliffe2012_]. You can compute this by passing ``reference="persistence"`` into :py:meth:`.HindcastEnsemble.verify`, :py:meth:`.HindcastEnsemble.bootstrap`, :py:meth:`.PerfectModelEnsemble.verify` and :py:meth:`.PerfectModelEnsemble.bootstrap`. **Damped Persistence Forecast**: (*Not Implemented*) The amplitudes of the anomalies -reduce in time exponentially at a time scale of the local autocorrelation [Yuan2016]_. +reduce in time exponentially at a time scale of the local autocorrelation [Yuan2016_]. .. math:: v_{dp}(t) = v(0)e^{-\alpha t} **Climatology**: The average values at the temporal forecast resolution (e.g., annual, -monthly, daily) over some long period, which is usually 30 years [Jolliffe2012]_. +monthly, daily) over some long period, which is usually 30 years [Jolliffe2012_]. You can compute this by passing ``reference="climatology"`` into :py:meth:`.HindcastEnsemble.verify`, :py:meth:`.HindcastEnsemble.bootstrap`, :py:meth:`.PerfectModelEnsemble.verify` and :py:meth:`.PerfectModelEnsemble.bootstrap`. @@ -57,7 +57,7 @@ uninitialized forecast. **Random Mechanism**: (*Not Implemented*) A probability distribution is assigned to the possible range of the variable being forecasted, and a sequence of forecasts is produced by taking a sequence of independent values from that distribution -[Jolliffe2012]_. This would be similar to computing an uninitialized forecast. +[Jolliffe2012_]. This would be similar to computing an uninitialized forecast. References ########## diff --git a/docs/source/related-packages.rst b/docs/source/related-packages.rst index 6b20830b5..36ff30810 100644 --- a/docs/source/related-packages.rst +++ b/docs/source/related-packages.rst @@ -17,7 +17,8 @@ domain that are not on the list. on scoring from MurCSS. * `properscoring `_: Probabilistic forecast metrics in python. - (We've since wrapped these functions in ``xskillscore``) + (We've since wrapped these functions in + `xskillscore `_.) * `pySTEPS `_: Framework for short-term ensemble forecasting of precipitation. * `S2D Verification `_: @@ -27,4 +28,4 @@ domain that are not on the list. * `xskillscore `_: Metrics for verifying forecasts (a key dependency to ``climpred``). * `doppyo `_ with many metrics transferred to - `xskillscore `_: + `xskillscore `_ diff --git a/docs/source/setting-up-data.rst b/docs/source/setting-up-data.rst index 49ccf15b3..53836ed67 100644 --- a/docs/source/setting-up-data.rst +++ b/docs/source/setting-up-data.rst @@ -83,3 +83,10 @@ that ``climpred`` supports for them. - ensemble member - ``realization`` - None + +Probably the most challenging part is concatenating +(:py:meth:`xarray.Dataset.concatenate`) raw model output with dimension ``time`` of +multiple simulations to a multi-dimensional :py:class:`xarray.Dataset` containing +dimensions ``init``, (``member``) and ``lead``, where ``time`` becomes +"valid_time=init+lead". One way of doing it is +:py:func:`climpred.preprocessing.shared.load_hindcast`. diff --git a/docs/source/significance.rst b/docs/source/significance.rst index 02a09d875..54e68f6bf 100644 --- a/docs/source/significance.rst +++ b/docs/source/significance.rst @@ -37,7 +37,7 @@ Bootstrapping with replacement Testing statistical significance through bootstrapping is commonly used in the field of climate prediction. Bootstrapping relies on resampling the underlying data with replacement for a large number of ``iterations``, as -proposed by the decadal prediction framework of Goddard2013_. +proposed by the decadal prediction framework [Goddard2013_, Boer2016_]. This means that the ``initialized`` ensemble is resampled with replacement along a dimension (``init`` or ``member``) and then that resampled ensemble is verified against the observations. This leads to a distribution of ``initialized`` skill. Further, a @@ -59,7 +59,7 @@ Field significance ################## Please use :py:func:`esmtools.testing.multipletests` to control the false discovery -rate (FDR) in geospatial data from the above obtained p-values [Wilks2016]_. See the +rate (FDR) in geospatial data from the above obtained p-values [Wilks2016_]. See the `FDR example `__. @@ -67,7 +67,7 @@ Sign test ######### Use DelSole's sign test relying on the statistics of a random walk to decide whether -one forecast is significantly better than another forecast [DelSole2016]_, see +one forecast is significantly better than another forecast [DelSole2016_], see :py:func:`xskillscore.sign_test` and `sign test example `__. @@ -75,6 +75,12 @@ one forecast is significantly better than another forecast [DelSole2016]_, see References ########## +.. [Boer2016] Boer, G. J., Smith, D. M., Cassou, C., Doblas-Reyes, F., + Danabasoglu, G., Kirtman, B., Kushnir, Y., Kimoto, M., Meehl, G. A., Msadek, R., + Mueller, W. A., Taylor, K. E., Zwiers, F., Rixen, M., Ruprich-Robert, Y., and + Eade, R.: The Decadal Climate Prediction Project (DCPP) contribution to CMIP6, + Geosci. Model Dev., 9, 3751-3777, https://doi.org/10.5194/gmd-9-3751-2016, 2016. + .. [Goddard2013] Goddard, L., A. Kumar, A. Solomon, D. Smith, G. Boer, P. Gonzalez, V. Kharin, et al. “A Verification Framework for Interannual-to-Decadal Predictions Experiments.” Climate Dynamics 40, no. 1–2 (January 1, 2013): 245–72. diff --git a/docs/source/terminology.rst b/docs/source/terminology.rst index 02f42e151..ed90c7baf 100644 --- a/docs/source/terminology.rst +++ b/docs/source/terminology.rst @@ -13,11 +13,11 @@ Simulation Design Ensemble members are initialized from a simulation (generally a reconstruction from reanalysis) or an analysis (representing the current state of the atmosphere, land, and ocean by assimilation of observations) at initialization dates and integrated for some -lead years [Boer2016]_. +lead years [Boer2016_]. *Perfect Model Experiment* (:py:class:`.PerfectModelEnsemble`): Ensemble members are initialized from a control simulation at randomly chosen -initialization dates and integrated for some lead years [Griffies1997]_. +initialization dates and integrated for some lead years [Griffies1997_]. *Reconstruction/Assimilation*: A "reconstruction" is a model solution that uses observations in some capacity to approximate historical or current conditions of the @@ -45,11 +45,11 @@ Forecast Assessment ################### *Accuracy*: The average degree of correspondence between individual pairs of forecasts -and observations [Murphy1988]_; [Jolliffe2011]_. Examples include Mean Absolute Error +and observations [Murphy1988, Jolliffe2011_]. Examples include Mean Absolute Error (MAE) and Mean Square Error (MSE). See `metrics `_. *Association*: The overall strength of the relationship between individual pairs of -forecasts and observations [Jolliffe2011]_. The primary measure of association is the +forecasts and observations [Jolliffe2011_]. The primary measure of association is the Anomaly Correlation Coefficient (ACC), which can be measured using the Pearson product-moment correlation or Spearman's Rank correlation. See `metrics `_. @@ -59,26 +59,26 @@ rather than the current "capability to predict." One estimates this by computing metric (like the anomaly correlation coefficient (ACC)) between the prediction ensemble and a member (or collection of members) selected as the verification member(s) (in a perfect-model setup) or the reconstruction that initialized it -(in a hindcast setup) [Meehl2013]_ [Pegion2019]_. +(in a hindcast setup) [Meehl2013, Pegion2019_]. *(Prediction) Skill*: This characterizes the current ability of the ensemble forecasting system to predict the real world. This is derived by computing a metric between the prediction ensemble and observations, reanalysis, or analysis of the real -world [Meehl2013]_ [Pegion2019]_. +world [Meehl2013, Pegion2019_]. *Skill Score*: The most generic skill score can be defined as the following -[Murphy1988]_: +[Murphy1988_]: .. math:: S = \frac{A_{f} - A_{r}}{A_{p} - A_{r}}, where :math:`A_{f}`, :math:`A_{p}`, and :math:`A_{r}` represent the accuracy of the forecast being assessed, the accuracy of a perfect forecast, and the accuracy of the -reference forecast (e.g. persistence), respectively [Murphy1985]_. Here, :math:`S` +reference forecast (e.g. persistence), respectively [Murphy1985_]. Here, :math:`S` represents the improvement in accuracy of the forecasts over the reference forecasts relative to the total possible improvement in accuracy. They are typically designed to take a value of 1 for a perfect forecast and 0 for equivalent to the reference -forecast [Jolliffe2011]_. +forecast [Jolliffe2011_]. Forecasting ########### @@ -87,33 +87,35 @@ Forecasting integrated forward in time, also called re-forcasts. Depending on the length of time of the integration, external forcings may or may not be included. The longer the integration (e.g. decadal vs. daily), the more important it is to include external -forcing [Boer2016]_. Because they represent so-called forecasts over periods that +forcing [Boer2016_]. Because they represent so-called forecasts over periods that already occurred, their prediction skill can be evaluated. *Prediction*: Forecasts initialized from a reconstruction integrated into the future. Depending on the length of time of the integration, external forcings may or may not be included. The longer the integration (e.g. decadal vs. daily), the more important -it is to include external forcing [Boer2016]_. Because predictions are made into the +it is to include external forcing [Boer2016_]. Because predictions are made into the future, it is necessary to wait until the forecast occurs before one can quantify the skill of the forecast. *Projection* An estimate of the future climate that is dependent on the externally forced climate response, such as anthropogenic greenhouse gases, aerosols, and -volcanic eruptions [Meehl2013]_. +volcanic eruptions [Meehl2013_]. References ########## +.. [Murphy1985] Murphy, Allan H., and Daan, H. "Forecast evaluation. Probability, + Statistics, and Decision Making in the Atmospheric Sciences.", + A. H. Murphy and R. W. Katz, Eds., Westview Press, 379-437. + +.. [Murphy1988] Murphy, Allan H. “Skill Scores Based on the Mean Square Error and + Their Relationships to the Correlation Coefficient.” Monthly Weather Review 116, + no. 12 (December 1, 1988): 2417–24. https://doi.org/10/fc7mxd. + .. [Griffies1997] Griffies, S. M., and K. Bryan. “A Predictability Study of Simulated North Atlantic Multidecadal Variability.” Climate Dynamics 13, no. 7–8 (1997): 459–87. https://doi.org/10/ch4kc4 -.. [Boer2016] Boer, G. J., Smith, D. M., Cassou, C., Doblas-Reyes, F., - Danabasoglu, G., Kirtman, B., Kushnir, Y., Kimoto, M., Meehl, G. A., Msadek, R., - Mueller, W. A., Taylor, K. E., Zwiers, F., Rixen, M., Ruprich-Robert, Y., and - Eade, R.: The Decadal Climate Prediction Project (DCPP) contribution to CMIP6, - Geosci. Model Dev., 9, 3751-3777, https://doi.org/10.5194/gmd-9-3751-2016, 2016. - .. [Jolliffe2011] Ian T. Jolliffe and David B. Stephenson. "Forecast Verification: A Practitioner’s Guide in Atmospheric Science."" John Wiley & Sons, Ltd, Chichester, UK, 2011. ISBN 978-1-119-96000-3 @@ -125,13 +127,11 @@ References Bulletin of the American Meteorological Society, 95(2), 243-267. https://doi.org/10.1175/BAMS-D-12-00241.1. -.. [Murphy1985] Murphy, Allan H., and Daan, H. "Forecast evaluation. Probability, - Statistics, and Decision Making in the Atmospheric Sciences.", - A. H. Murphy and R. W. Katz, Eds., Westview Press, 379-437. - -.. [Murphy1988] Murphy, Allan H. “Skill Scores Based on the Mean Square Error and - Their Relationships to the Correlation Coefficient.” Monthly Weather Review 116, - no. 12 (December 1, 1988): 2417–24. https://doi.org/10/fc7mxd. +.. [Boer2016] Boer, G. J., Smith, D. M., Cassou, C., Doblas-Reyes, F., + Danabasoglu, G., Kirtman, B., Kushnir, Y., Kimoto, M., Meehl, G. A., Msadek, R., + Mueller, W. A., Taylor, K. E., Zwiers, F., Rixen, M., Ruprich-Robert, Y., and + Eade, R.: The Decadal Climate Prediction Project (DCPP) contribution to CMIP6, + Geosci. Model Dev., 9, 3751-3777, https://doi.org/10.5194/gmd-9-3751-2016, 2016. .. [Pegion2019] Pegion, K., T. Delsole, E. Becker, and T. Cicerone (2019). "Assessing the Fidelity of Predictability Estimates", From 1f7eaab11c49733a31c0745208bab092ca2760ed Mon Sep 17 00:00:00 2001 From: AS Date: Tue, 14 Dec 2021 17:32:16 +0100 Subject: [PATCH 32/61] alignment fix --- docs/source/alignment.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/alignment.ipynb b/docs/source/alignment.ipynb index e4f1b8f6b..ab70172d2 100644 --- a/docs/source/alignment.ipynb +++ b/docs/source/alignment.ipynb @@ -10,7 +10,7 @@ "observations over some window of time. However, there are a few ways to decide *which*\n", "initializations or verification window to use in this alignment.\n", "\n", - "One must pass the keyword ``alignment=...`` to the hindcast `.verify()` method to set the behavior for aligning forecasts with the verification product. Note that the alignment decision only matters for {py:class}`.HindcastEnsemble`. {py:class}`.PerfectModelEnsemble` are perfectly time-aligned by design, equating to our `same_inits` keyword.\n", + "One must pass the keyword ``alignment=...`` to the {py:meth}`.HindcastEnsemble.verify` method to set the behavior for aligning forecasts with the verification product. Note that the alignment decision only matters for {py:class}`.HindcastEnsemble`. {py:class}`.PerfectModelEnsemble` are perfectly time-aligned by design, equating to our `same_inits` keyword.\n", "\n", "The available keywords for hindcast alignment are:\n", "\n", From 45a2f0ba6805c4147f6bd0092a23639a5b9a196e Mon Sep 17 00:00:00 2001 From: AS Date: Tue, 14 Dec 2021 17:37:35 +0100 Subject: [PATCH 33/61] intake-esm app connect --- docs/source/conf.py | 58 +++++++-------------------------------------- 1 file changed, 9 insertions(+), 49 deletions(-) diff --git a/docs/source/conf.py b/docs/source/conf.py index 161dda272..49153a199 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -8,7 +8,6 @@ # -- Path setup -------------------------------------------------------------- import datetime -import inspect import os import sys @@ -176,56 +175,16 @@ html_last_updated_fmt = today_fmt -# based on numpy doc/source/conf.py -def linkcode_resolve(domain, info): +def rstjinja(app, docname, source): """ - Determine the URL corresponding to Python object + Render our pages as a jinja template for fancy templating goodness. """ - if domain != "py": - return None - - modname = info["module"] - fullname = info["fullname"] - - submod = sys.modules.get(modname) - if submod is None: - return None - - obj = submod - for part in fullname.split("."): - try: - obj = getattr(obj, part) - except AttributeError: - return None - - try: - fn = inspect.getsourcefile(inspect.unwrap(obj)) - except TypeError: - fn = None - if not fn: - return None - - try: - source, lineno = inspect.getsourcelines(obj) - except OSError: - lineno = None - - if lineno: - linespec = f"#L{lineno}-L{lineno + len(source) - 1}" - else: - linespec = "" - - fn = os.path.relpath(fn, start=os.path.dirname(climpred.__file__)) - - if "+" in xarray.__version__: - return ( - f"https://github.com/pangeo-data/climpred/blob/main/climpred/{fn}{linespec}" - ) - else: - return ( - f"https://github.com/pangeo-data/climpred/blob/" - f"v{climpred.__version__}/climpred/{fn}{linespec}" - ) + # Make sure we're outputting HTML + if app.builder.format != "html": + return + src = source[0] + rendered = app.builder.templates.render_string(src, app.config.html_context) + source[0] = rendered def html_page_context(app, pagename, templatename, context, doctree): @@ -235,4 +194,5 @@ def html_page_context(app, pagename, templatename, context, doctree): def setup(app): + app.connect("source-read", rstjinja) app.connect("html-page-context", html_page_context) From 070e6e89a06ac317b4a3113c13cc73a7578db653 Mon Sep 17 00:00:00 2001 From: Aaron Spring Date: Tue, 14 Dec 2021 23:11:51 +0100 Subject: [PATCH 34/61] Update conf.py --- docs/source/conf.py | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/source/conf.py b/docs/source/conf.py index 49153a199..d379eba38 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -155,6 +155,7 @@ # nbsphinx_kernel_name = "climpred-docs" # doesnt work nbsphinx_allow_errors = True +nbsphinx_timeout = 600 # Napoleon configurations napoleon_google_docstring = True From ec0069c695708a2e611705a15a77538e4e4fc60a Mon Sep 17 00:00:00 2001 From: Aaron Spring Date: Wed, 15 Dec 2021 00:09:03 +0100 Subject: [PATCH 35/61] Update docs/source/conf.py --- docs/source/conf.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/conf.py b/docs/source/conf.py index d379eba38..5a1120b2c 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -110,7 +110,7 @@ "use_edit_page_button": True, "navbar_end": "search-field.html", "repository_branch": "main", - "path_to_docs": "doc", + "path_to_docs": "docs", "use_edit_page_button": True, "use_repository_button": True, "use_issues_button": True, From 9f5bc5a7f04783105e0669ef2dc7eae707bd8329 Mon Sep 17 00:00:00 2001 From: Aaron Spring Date: Wed, 15 Dec 2021 00:09:41 +0100 Subject: [PATCH 36/61] Update docs/source/conf.py --- docs/source/conf.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/conf.py b/docs/source/conf.py index 5a1120b2c..c4bfa8289 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -108,7 +108,7 @@ html_theme_options = { "github_url": "https://github.com/pangeo-data/climpred", "use_edit_page_button": True, - "navbar_end": "search-field.html", + # "navbar_end": "search-field.html", "repository_branch": "main", "path_to_docs": "docs", "use_edit_page_button": True, From aaf7218bfc2d86abb84292c56639040710b1414f Mon Sep 17 00:00:00 2001 From: Aaron Spring Date: Wed, 15 Dec 2021 00:11:19 +0100 Subject: [PATCH 37/61] Update docs/source/conf.py --- docs/source/conf.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/conf.py b/docs/source/conf.py index c4bfa8289..79020cc88 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -106,7 +106,7 @@ # further. For a list of options available for each theme, see the # documentation. html_theme_options = { - "github_url": "https://github.com/pangeo-data/climpred", + "repository_url": "https://github.com/pangeo-data/climpred", "use_edit_page_button": True, # "navbar_end": "search-field.html", "repository_branch": "main", From 15f698253761f98e85e8743ad1dc775ada71179e Mon Sep 17 00:00:00 2001 From: AS Date: Wed, 15 Dec 2021 00:23:05 +0100 Subject: [PATCH 38/61] fix --- README.rst | 2 +- climpred/classes.py | 35 +++++++++++++++++------------------ docs/source/alignment.ipynb | 2 +- docs/source/conf.py | 9 +++++---- docs/source/index.rst | 2 +- docs/source/quick-start.ipynb | 2 +- 6 files changed, 26 insertions(+), 26 deletions(-) diff --git a/README.rst b/README.rst index 9db62209a..76f56f209 100644 --- a/README.rst +++ b/README.rst @@ -40,7 +40,7 @@ Verification of weather and climate forecasts. .. |upstream| image:: https://github.com/pangeo-data/climpred/actions/workflows/upstream-dev-ci.yml/badge.svg :target: https://github.com/pangeo-data/climpred/actions/workflows/upstream-dev-ci.yml - :alt: upstream + :alt: CI upstream .. |codecov| image:: https://codecov.io/gh/pangeo-data/climpred/branch/main/graph/badge.svg :target: https://codecov.io/gh/pangeo-data/climpred diff --git a/climpred/classes.py b/climpred/classes.py index d1e59f9d3..77a8c5aa0 100644 --- a/climpred/classes.py +++ b/climpred/classes.py @@ -2423,27 +2423,26 @@ def remove_bias( train_test_split: How to separate train period to calculate the bias and test period to apply bias correction to? For a detailed - description, see `Risbey et al. 2021 `_: # noqa: E501 + description, see `Risbey et al. 2021 `_: - - ``"fair"```: no overlap between `train` and `test` (recommended). - Set either `train_init` or `train_time`. - - ``"unfair"``: completely overlapping `train` and `test` - (climpred default). - - ``"unfair-cv"```: overlapping `train` and `test` except for current - `init`, which is `left out `_ - (set `cv="LOO"`). + - ``"fair"```: no overlap between ``train`` and ``test`` (recommended). + Set either ``train_init`` or ``train_time``. + - ``"unfair"``: completely overlapping ``train`` and ``test`` (default). + - ``"unfair-cv"```: overlapping ``train`` and ``test`` except for + current `init`, which is + `left out `_ + (set ``cv="LOO"``). train_init: Define initializations for training - when ``alignment="same_inits/maximize"``. - train_time: Define time for training - when ``alignment="same_verif"``. - cv: Only relevant when `train_test_split="unfair-cv"`. - Defaults to ``False``. + when ``alignment="same_inits/maximize"``. + train_time: Define time for training when ``alignment="same_verif"``. + cv: Only relevant when ``train_test_split="unfair-cv"``. + Defaults to ``False``. - - True/"LOO": Calculate bias by `leaving given initialization out `_ - - False: include all initializations in the calculation of bias, which - is much faster and but yields similar skill with a large N of - initializations. + - ``True/"LOO"``: Calculate bias by `leaving given initialization out `_ + - ``False``: include all initializations in the calculation of bias, + which is much faster and but yields similar skill with a large N of + initializations. **metric_kwargs: passed to ``xclim.sdba`` (including ``group``) or ``XBias_Correction`` @@ -2591,7 +2590,7 @@ def remove_bias( comparison: e2o dim: init reference: [] - """ + """ # noqa: E501 if train_test_split not in BIAS_CORRECTION_TRAIN_TEST_SPLIT_METHODS: raise NotImplementedError( f"train_test_split='{train_test_split}' not implemented. Please choose " diff --git a/docs/source/alignment.ipynb b/docs/source/alignment.ipynb index ab70172d2..13a1392a2 100644 --- a/docs/source/alignment.ipynb +++ b/docs/source/alignment.ipynb @@ -10,7 +10,7 @@ "observations over some window of time. However, there are a few ways to decide *which*\n", "initializations or verification window to use in this alignment.\n", "\n", - "One must pass the keyword ``alignment=...`` to the {py:meth}`.HindcastEnsemble.verify` method to set the behavior for aligning forecasts with the verification product. Note that the alignment decision only matters for {py:class}`.HindcastEnsemble`. {py:class}`.PerfectModelEnsemble` are perfectly time-aligned by design, equating to our `same_inits` keyword.\n", + "One must pass the keyword ``alignment=...`` to the {py:meth}`.HindcastEnsemble.verify` method to set the behavior for aligning forecasts with the verification product. Note that the alignment decision only matters for {py:class}`.HindcastEnsemble`. {py:class}`.PerfectModelEnsemble` are perfectly time-aligned by design, equating to our `\"same_inits\"` keyword.\n", "\n", "The available keywords for hindcast alignment are:\n", "\n", diff --git a/docs/source/conf.py b/docs/source/conf.py index 49153a199..596d09aec 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -37,7 +37,8 @@ # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom # ones. extensions = [ - "myst_nb", + # "myst_nb", + "nbsphinx", "sphinx.ext.autodoc", "sphinx.ext.autosummary", "sphinx.ext.extlinks", @@ -129,10 +130,10 @@ nbsphinx_prolog = """ {% set docname = env.doc2path(env.docname, base=None) %} -You can run this notebook in a `live session `_ |Binder| or view it `on Github `_. # noqa: E501 +You can run this notebook in a `live session `_ |Binder| or view it `on Github `_. .. |Binder| image:: https://mybinder.org/badge_logo.svg - :target: https://binder.pangeo.io/v2/gh/pangeo-data/main?urlpath=lab/tree/docs/{{ docname }} # noqa: E501 -""" + :target: https://binder.pangeo.io/v2/gh/pangeo-data/main?urlpath=lab/tree/docs/{{ docname }} +""" # noqa: E501 # Add any paths that contain custom static files (such as style sheets) here, diff --git a/docs/source/index.rst b/docs/source/index.rst index fc09d4f7d..1111628eb 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -39,7 +39,7 @@ climpred: verification of weather and climate forecasts .. |upstream| image:: https://github.com/pangeo-data/climpred/actions/workflows/upstream-dev-ci.yml/badge.svg :target: https://github.com/pangeo-data/climpred/actions/workflows/upstream-dev-ci.yml - :alt: upstream + :alt: CI upstream .. |codecov| image:: https://codecov.io/gh/pangeo-data/climpred/branch/main/graph/badge.svg :target: https://codecov.io/gh/pangeo-data/climpred diff --git a/docs/source/quick-start.ipynb b/docs/source/quick-start.ipynb index 4813ecda0..4aa626cbf 100644 --- a/docs/source/quick-start.ipynb +++ b/docs/source/quick-start.ipynb @@ -2645,7 +2645,7 @@ "metadata": {}, "source": [ "Now we'll quickly calculate forecast with {py:meth}`.HindcastEnsemble.verify`. We require users to define `metric`, `comparison`, `dim`, and `alignment`.\n", - "This ensures that `climpred` isn't treated like a black box -- there are no \"defaults\" to the prediction analysis framework. You can choose from a variety of possible [metrics](https://climpred.readthedocs.io/en/latest/metrics.html) by entering their associated strings. [Comparison](https://climpred.readthedocs.io/en/latest/comparisons.html) strategies vary for hindcast and perfect model systems. Here we chose to compare the ensemble mean to observations (`\"e2o\"`). We reduce this operation over the initialization dimension. Lastly, we choose the `\"same_verif\"` alignment, which uses the same set of verification dates across all leads (see alignment strategies [here](https://climpred.readthedocs.io/en/latest/alignment.html))." + "This ensures that `climpred` isn't treated like a black box -- there are no \"defaults\" to the prediction analysis framework. You can choose from a variety of possible :ref:`metrics` by entering their associated strings. ref:`comparisons` strategies vary for hindcast and perfect model systems. Here we chose to compare the ensemble mean to observations (`\"e2o\"`). We reduce this operation over the initialization dimension. Lastly, we choose the `\"same_verif\"` alignment, which uses the same set of verification dates across all leads, see :ref:`alignment` strategies." ] }, { From 8f55ba8ed535abb2877a03428172ab618b07e7b9 Mon Sep 17 00:00:00 2001 From: Aaron Spring Date: Wed, 15 Dec 2021 00:31:46 +0100 Subject: [PATCH 39/61] Update conf.py --- docs/source/conf.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/docs/source/conf.py b/docs/source/conf.py index 043f67353..c3e487072 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -37,8 +37,8 @@ # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom # ones. extensions = [ - # "myst_nb", - "nbsphinx", + "myst_nb", + # "nbsphinx", "sphinx.ext.autodoc", "sphinx.ext.autosummary", "sphinx.ext.extlinks", @@ -80,7 +80,6 @@ # This pattern also affects html_static_path and html_extra_path. exclude_patterns = [ "build", - # "source/misc/climpred_gpu.ipynb", "**.ipynb_checkpoints", "Thumbs.db", ".DS_Store", @@ -90,7 +89,6 @@ source_suffix = ".rst" master_doc = "index" -nbsphinx_timeout = 180 # 3 minute timeout # -- Options for HTML output ------------------------------------------------- # The theme to use for HTML and HTML Help pages. See the documentation for From 2c8789eeb618a24d79b683f2a8b213c65a552f61 Mon Sep 17 00:00:00 2001 From: Aaron Spring Date: Wed, 15 Dec 2021 01:14:07 +0100 Subject: [PATCH 40/61] Update conf.py --- docs/source/conf.py | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/source/conf.py b/docs/source/conf.py index c3e487072..9bd8299f3 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -155,6 +155,7 @@ # nbsphinx_kernel_name = "climpred-docs" # doesnt work nbsphinx_allow_errors = True nbsphinx_timeout = 600 +nbsphinx_execute = "never" # Napoleon configurations napoleon_google_docstring = True From fecdf327870b3f08f31b58c3f2400a75593ef074 Mon Sep 17 00:00:00 2001 From: AS Date: Wed, 15 Dec 2021 16:13:20 +0100 Subject: [PATCH 41/61] fix --- docs/source/conf.py | 4 ++-- docs/source/smoothing.ipynb | 15 +++++++++++---- 2 files changed, 13 insertions(+), 6 deletions(-) diff --git a/docs/source/conf.py b/docs/source/conf.py index 043f67353..65d67821a 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -37,8 +37,8 @@ # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom # ones. extensions = [ - # "myst_nb", - "nbsphinx", + "myst_nb", + # "nbsphinx", "sphinx.ext.autodoc", "sphinx.ext.autosummary", "sphinx.ext.extlinks", diff --git a/docs/source/smoothing.ipynb b/docs/source/smoothing.ipynb index 4167f175c..7bcb68172 100644 --- a/docs/source/smoothing.ipynb +++ b/docs/source/smoothing.ipynb @@ -249,7 +249,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "{py:meth}`.PerfectModelEnsemble.smooth` `({time:x})` aggregates over `x` timesteps in time dimensions `lead` and `time`. Here it does not matter whether you specify `lead` or `time`, temporal smoothing is applied to both time dimensions. Note that the time dimension labels are not changed by this temporal smoothing immediately." + "{py:meth}`.PerfectModelEnsemble.smooth` `({\"time\":x})` aggregates over `x` timesteps in time dimensions `lead` and `time`. Here it does not matter whether you specify `lead` or `time`, temporal smoothing is applied to both time dimensions. Note that the time dimension labels are not changed by this temporal smoothing immediately." ] }, { @@ -738,7 +738,7 @@ "metadata": {}, "source": [ "## Spatial smoothing\n", - "In order to reduce spatial noise, global decadal predictions are recommended to get regridded to a 5 degree longitude x 5 degree latitude grid as recommended [Goddard2013]." + "In order to reduce spatial noise, global decadal predictions are recommended to get regridded to a 5 degree longitude x 5 degree latitude grid as recommended [Goddard2013_]." ] }, { @@ -997,7 +997,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "{py:meth}`.HindcastEnsemble.smooth` `(goddard2013)` creates 4-year means and 5x5 degree regridding as suggested in [Goddard2013]." + "{py:meth}`.HindcastEnsemble.smooth` `(\"goddard2013\")` creates 4-year means and 5x5 degree regridding as suggested in Goddard2013_." ] }, { @@ -1078,8 +1078,15 @@ "source": [ "## References\n", "\n", - "1. Goddard, L., A. Kumar, A. Solomon, D. Smith, G. Boer, P. Gonzalez, V. Kharin, et al. “A Verification Framework for Interannual-to-Decadal Predictions Experiments.” Climate Dynamics 40, no. 1–2 (January 1, 2013): 245–72. https://doi.org/10/f4jjvf.\n" + ".. [Goddard2013] Goddard, L., A. Kumar, A. Solomon, D. Smith, G. Boer, P. Gonzalez, V. Kharin, et al. “A Verification Framework for Interannual-to-Decadal Predictions Experiments.” Climate Dynamics 40, no. 1–2 (January 1, 2013): 245–72. https://doi.org/10/f4jjvf.\n" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { From 2bc69d5159c8acbaa15b29d4980a68b761ecd366 Mon Sep 17 00:00:00 2001 From: AS Date: Wed, 15 Dec 2021 16:15:08 +0100 Subject: [PATCH 42/61] fix --- docs/source/conf.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/conf.py b/docs/source/conf.py index 9bd8299f3..113df1341 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -109,7 +109,7 @@ "use_edit_page_button": True, # "navbar_end": "search-field.html", "repository_branch": "main", - "path_to_docs": "docs", + "path_to_docs": "docs/source", "use_edit_page_button": True, "use_repository_button": True, "use_issues_button": True, From 50a49d76f319b54a328734960abd5fba946ae040 Mon Sep 17 00:00:00 2001 From: AS Date: Wed, 15 Dec 2021 17:54:29 +0100 Subject: [PATCH 43/61] decadal notebooks --- .../examples/decadal/Significance.ipynb | 574 ++++++++- .../diagnose-potential-predictability.ipynb | 156 ++- .../perfect-model-predictability-demo.ipynb | 1058 +++++++++++++++-- .../decadal/tropical-pacific-ssts.ipynb | 232 ++-- 4 files changed, 1686 insertions(+), 334 deletions(-) diff --git a/docs/source/examples/decadal/Significance.ipynb b/docs/source/examples/decadal/Significance.ipynb index dc6ab76fc..d62288ce4 100644 --- a/docs/source/examples/decadal/Significance.ipynb +++ b/docs/source/examples/decadal/Significance.ipynb @@ -6,7 +6,7 @@ "source": [ "# Significance Testing\n", "\n", - "This demo shows how to handle significance testing from a functional perspective of ``climpred``. In the future, we will have a robust significance testing framework inplemented with ``HindcastEnsemble`` and ``PerfectModelEnsemble`` objects." + "This demo shows how to handle significance testing with {py:meth}`.HindcastEnsemble.bootstrap` and {py:meth}`.PerfectModelEnsemble.bootstrap`." ] }, { @@ -144,14 +144,16 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/utils.py:122: UserWarning: Assuming annual resolution due to numeric inits. Change init to a datetime if it is another resolution.\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", + " warnings.warn(\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", " warnings.warn(\n" ] }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 4, @@ -160,7 +162,7 @@ }, { "data": { - "image/png": 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8/f19vb29ta+99ppT9bmTJ09u7Obm5t+2bVvvkydPqu/mHouLixX9+/d38/f39/X19a2JLSUlxTQ4ONhHq9X6arVa39jY2HoARqOR4cOHu3h4ePh16tTJMzc3t9Zv4s7OzoaOHTuWm5iY3PLL7blz59pGRkbWfKk+e/Zs25EjRzYBWLBggU1AQICvRqPRDh482NVgMAAwZMgQF39/f19PT0+/a5+Ls7NzwIQJExyDg4N9lixZcs+JSp21NMiybJAkaSywHVACS2RZPi5J0gtXjy+UZTlJkqRtwDHACHwpy3JiXcUsCIIgCMIDUGmAjaNB2wBsUikqiOS7sAm83MBIlpUNph160r5pU+o3bYr11f/aeHmhvGZQ9MPkued+aJqYeMniftbp729fvmRJ73N3LlklKSnJ/OjRo6fd3Nz0wcHBmtjYWMvu3buXVh9fsGBB1tKlS+2Tk5NP3HiuhYWFcfPmzWk2NjbG7OxsVevWrTWDBw8uVChu/t11detFamqqaffu3b1Gjx6dt379euu0tDSzY8eOJcmyTNeuXT23bt1qaWlpadywYYNNQkLCCb1eT4sWLbRBQUHlAB9++KEdwKRJk27Zb33KlCmOoaGhxWvWrEnPzc1VtmzZ0jc8PLzYycnJsHfv3lQLCws5ISFBPWjQoGaJiYlJy5cvb5CWlqZOSUk5npmZaRIQEOA3YsSIPIDIyMim+/bts7rxGv369cufMWPGhT9f/c8iIyPz/fz8tDqdLlOtVssrVqywXbRoUcbhw4fN1q5da3Po0KFktVotDx061GXhwoWNxo4dmzdnzpwsBweHSoPBQNu2bX0OHDhg3rp168sAZmZmxri4uJTaXPtO6nRxN1mWtwBbbti38Ibtj4CPHmRcgiAIgiDUof3RUHQUeltRSSBLwjYT6mCFua4Q5+9/wrl5UF1H+J8TEBBQ5uHhoQfw8/MrP3XqVK0zNKPRKEVFRTXZv3+/pUKh4NKlS6aZmZkqFxcXw63OKS8vlyIiIjzmzp171tvb+8rHH39sv2fPHmutVqu9elyRnJxsVlJSoujZs2ehlZWVEaBbt26F1XXcLlmotmvXLuvt27c3iI6Obgyg0+mktLQ0U1dXV31kZKTriRMnzBUKBRkZGWqA3bt3Ww0YMCBfpVLh5uamb9OmTUl1XYsXL651EnYr1tbWxnbt2pWsXr26fkBAQIVer5dCQkIuz5gxwy4xMdEiMDDQF6CiokJhb29vAFi2bJnN0qVLbQ0Gg5STk2MSHx9vVp00DB8+vOBeY6omVoQWBEEQBOG++iQW/J2hq/bOZa9VxFkule9GLvsc+ZlAjJYVHN/SgMbPX8HcTOaUcxge/8GE4W5aBP4uarW6pkuNUqnEYDDUerT5okWLbPLy8lQJCQlJarVadnZ2Drh8+fJtu8gPGzbMtVevXgV9+vQpAZBlmaioqOyJEyfmXlvuvffes7+Xge+yLLN27dq0wMBA3bX7x40b52Rvb69ft27dGaPRiLm5eXD1sVtd7360NACMGjUqd/r06Y29vb0rhg4dmns1Tql///558+fPz7q2bHJysum8efMc4uLikuzs7CojIiLcKioqap5tdTJ1P9TpitCCIAiCIDw8ZBne2wSvrYYV+/98/IoM47KymHkhDeTr32XKuMjPvM4Ri7Uc7eZDvJMrCdY+GJ+uj3KaFycmepM+0OnPlQr/GCqVStbpdH96oy4qKlLa2trq1Wq1vGnTJqvz58/ftpVi5syZdqWlpcprX7R79OhRvHz5ctuioiIFwJkzZ0yysrJUnTt3Lt28eXOD0tJSqaCgQBEbG9vgbmIODQ0tnj17tkP1GI19+/aZV8fs6OioVyqVLFiwoFFlZSUAHTt2LFmzZo2NwWAgIyPDZP/+/TVJwuLFi88lJyefuPHnbhIGgM6dO5dlZ2ebbtiwoVFkZGQ+QFhYWHFMTEzDrKwsFcDFixeVqamppgUFBUpzc3OjjY1N5blz51S7du2qfzfXuhuipUEQBEEQhHsmyzB5LXy0HZ5pC18+c/3x01dgwLlC4nTORJp/CTlhYPEiWIzAqGjAfuZA5RW6LduJRZiRsmJXPmuZwgvutjTQVSBt/R3J46azrgv/EEOGDMnx9fXV+vv7l2/cuPFM9f6RI0fm9+jRw9Pf39/Xz8+v3N3dveJ29cybN6+xiYmJrNFotADPPfdczqRJk3KOHz9u1qpVKw1UjZNYuXLlmfbt25f37ds339/f38/Z2VkXEhJSM86iNmMaZs2adX7UqFEuGo1GK8uy1KRJE93OnTvToqKiLkVERHh8//33Ddu3b19ibm5uBBg2bFjhjh07rH18fPzc3d0rQkJCSm5V943Onj2ratWqlbasrEwpSZK8aNEih6SkpEQbG5s/tQb06dOn4NixYxZ2dnaVAMHBwRVTp07N6tKli7fRaMTExESOjo4+26VLlzJ/f/9yLy8vPxcXF11wcHDpn698f0iy/PDNTtqyZUv50KFDdR2GIAiCIPwnGI3w8rewYCe82AnmDYbqMa4yMp8WlzL5vBmVGGnhdIimVpm8UvojHUuXAGYkNgznhFkFj25Ox6XJKYy2MgtCDXQ3NsSr6CKs3ATdnqzLW/xbSZIUJ8tyy2v3xcfHpwcGBube6hzh4RYaGuoZFRV1sXfv3rVOSu6H+Ph428DAQLebHRPdkwRBEARBuGs5BsivBEMlPLe0KmGY2B3mD6lKGPK5zCpjCs2zz/JqphXmpkVMcp7HAktbNJI9c6y6s9b+Zy5ZDSJJfRm38rO4eB4D+zJ2fmiBpti8KmGY8NZDnTAIwrVyc3OVbm5u/mZmZsYHnTDcieieJAiCIAjCXakwQvPTcEEH9bdDUTI83R0m9QFJgs85zBrdRX7PfJRiXUMiLNfzhdn7NLTYikHfEM+i+nzZSM1yZSa/W/rRoTKJoB9jkf3qk3HAgozPL/JsAwV07QkT367r2xWEB8bW1rYyPT39H7m8gEgaBEEQBEG4K98Vw4XL4LIdzqaCqiOs8oNVJ8FbXUmFeQMuFgdijswmy8E8afYrNNpLypaDxIwaRemFC8iAd/I4UnxaU3m6lI7xEluim3Fu1xFecauP1KgRfLbij35OgiDUKfE3URAEQRCEuzIvD+ptrkoYPhsKZUPhFzd4x06HQZVLVpEL3ian+Mm2C0+od6Ez+Z4fRr5FTO9wWlsoiOwXRrcvetPKJ43Q33/hdDNvJoyYzkWFOSP9mmJiuAJLN0CDe17EVhCE+0S0NAiCIAiCUGsHL8PBY8Bp+CT8S0YHxZFXbo1KXYqbeSEBUi8Glx4jxOwQp1QNyC4OxfjGQPw2nSTcVkIqPk/RhWKyB3fAYWc+/VdvpMPRPfzfkHHEr3iGov4f0OCdL8GveV3fqiAI1xBJgyAIgiAItfa/CyDtkfFrnED3jp/zo4U1RSb1UBn1ZOu9wQTGln+JbV4+Z5OdSPb0pHy+huQp7hiPu+HabCT7my1DJecTUuKLZL+fR/I9mbnoGO+P8CN63Qw+th/EX1+uSxCEv4PoniQIgiAIQq3kGmDVThm5RGLQ0JUcq++IwqQ5wfIoupS/TTxBtE0/iO3/SlAOrcR10zm6LdlNm98fwcKpBUe7ZbPRcwZFirOEGF/EPOUbaNIaJn1Hs3Ef86HNQCbY90ESKcM/QlBQkOZOZQYOHOgaFxdnBvD66683vtvzLSwsggDS09NNwsLCmv3VWKuNGzfO6a233nK4XZmYmBir0NBQz3u9FkBERITbV199Vat+dJ999pmNt7e31tvbWxsUFKT57bffzO9HDA+KaGkQBEEQBKFWPk6XqfxdIjDoMI94X6IVH9KoxJGyz6PZ3jSO8gGDCH/jB05uqSCtoQNBb/4P5xOv0/TnT2nqtodce4mTbKIBzXDctQVKsuHpDTWDne2wqOM7FK515MiR5DuVWb16dUb15+joaMdZs2bVrH5cm/Orubm56bdt23b67qP89/D09NTt27cvxc7OrvK7776zHj16tOuxY8dq/YzuhcFgQKW6t9d+0dIgCIIgCMIdVcjl/O+HK0iykRF+P/D9k2P5ptkX6Js1wCz2bbY+3oVmCSlkWnZA8c0muiefwTlsIDwTCwoTWPY4tgVmtGESvvmPwK+zIXAYNG1d17cm3EJ1K0BMTIxVSEiIT1hYWDN3d3e/8PBwd6OxahHjkJAQnz179liMGTPGWafTKTQajTY8PNz92vOLiooUbdq08dZqtb7e3t7aFStWNLjxWikpKaZeXl5+UNV6odFotBqNRtuwYcPA8ePHOwJMmzbNwd/f39fb21v72muvOVWfO3ny5MZubm7+bdu29T558qT6bu6xuLhY0b9/fzd/f39fX1/fmthSUlJMg4ODfbRara9Wq/WNjY2tB2A0Ghk+fLiLh4eHX6dOnTxzc3Nr/Sb++OOPl1Wv8BwaGlp24cIF0xvLzJ071zYyMrJp9fbs2bNtR44c2QRgwYIFNgEBAb4ajUY7ePBgV4PBAMCQIUNc/P39fT09Pf2ufS7Ozs4BEyZMcAwODvZZsmTJPc8qIFoaBEEQBEG4rWIyGfPLUSrWPYn1hSJe+/xdVOiJMvuRS63tOP2sJ5ca2jOyQR9af9nk+pMbecIzP8KSjrC0K4z8BX6cCEoTeHxm3dzQv8xzz9E0MfH+NsP4+1O+ZAnnals+KSnJ/OjRo6fd3Nz0wcHBmtjYWMvu3buXVh9fsGBB1tKlS+2Tk5NP3HiuhYWFcfPmzWk2NjbG7OxsVevWrTWDBw8uVNxiOt3q1ovU1FTT7t27e40ePTpv/fr11mlpaWbHjh1LkmWZrl27em7dutXS0tLSuGHDBpuEhIQTer2eFi1aaIOCgsoBPvzwQzuASZMm5dzqvqZMmeIYGhpavGbNmvTc3Fxly5YtfcPDw4udnJwMe/fuTbWwsJATEhLUgwYNapaYmJi0fPnyBmlpaeqUlJTjmZmZJgEBAX4jRozIA4iMjGy6b98+qxuv0a9fv/wZM2ZcuHbfp59+ahsaGlp0Y9nIyMh8Pz8/rU6ny1Sr1fKKFStsFy1alHH48GGztWvX2hw6dChZrVbLQ4cOdVm4cGGjsWPH5s2ZMyfLwcGh0mAw0LZtW58DBw6Yt27d+jKAmZmZMS4uLuVW9383RNIgCIIgCP9yWVlZVFRU4OHhcV/rNRRks3J3NgtXXGH/909AJTS1O8sIi8U82jyJ1t9+iGrVHOZ0egonowWtFM43r8ghAIZuhWVd4PNHoegsdJkO1rcoL/zjBAQElHl4eOgB/Pz8yk+dOvWnb8lvxWg0SlFRUU32799vqVAouHTpkmlmZqbKxcXFcKtzysvLpYiICI+5c+ee9fb2vvLxxx/b79mzx1qr1WqvHlckJyeblZSUKHr27FloZWVlBOjWrVthdR23Sxaq7dq1y3r79u0NoqOjGwPodDopLS3N1NXVVR8ZGel64sQJc4VCQUZGhhpg9+7dVgMGDMhXqVS4ubnp27RpU7Nq8+LFi2uVhG3atMlqxYoVtr/++uufuiZZW1sb27VrV7J69er6AQEBFXq9XgoJCbk8Y8YMu8TERIvAwEBfgIqKCoW9vb0BYNmyZTZLly61NRgMUk5Ojkl8fLxZddIwfPjwgtrEVBsiaRAEQRCEf7lPPvmEjz/+mE6dOvHOO+/QsWPHe66zsjCL5o8WkZT6CGbWl0Ej0WX4j8z9IgymziFgzP/B4g4cd3IhzcGZF9CguN0A5qatYfBGWNETGrhB23H3HON/xd20CPxd1Gq1XP1ZqVRiMBhqPVp90aJFNnl5eaqEhIQktVotOzs7B1y+fPm2XeSHDRvm2qtXr4I+ffqUAMiyTFRUVPbEiRNzry333nvv2UvSXx84L8sya9euTQsMDNRdu3/cuHFO9vb2+nXr1p0xGo2Ym5sHVx+71fVq09Jw4MAB8zFjxrhu3rz5ZOPGjStvVs+oUaNyp0+f3tjb27ti6NChuVfjlPr37583f/78rGvLJicnm86bN88hLi4uyc7OrjIiIsKtoqKi5tlWJ1P3gxjTIAiCIAj/Ynq9nq+//hqAXbt2UVZWdlfn5yYnk5eaimy8/t1i5drPSUrV8vyzi5AGG5H6GFneeDgBg2QCLs+ARSGQ9Tsb+kzGGjWdcbvzxZp1hlG/w4ifwMTsruIU/vlUKpWs0+n+9EZdVFSktLW11avVannTpk1W58+fv20rxcyZM+1KS0uV13bp6dGjR/Hy5ctti4qKFABnzpwxycrKUnXu3Ll08+bNDUpLS6WCggJFbGxsg7uJOTQ0tHj27NkO1WM09u3bZ14ds6Ojo16pVLJgwYJGlZVV7/cdO3YsWbNmjY3BYCAjI8Nk//79NUnC4sWLzyUnJ5+48af6Pk6ePGnav39/jyVLlpxp3ry57s/RVOncuXNZdna26YYNGxpFRkbmA4SFhRXHxMQ0zMrKUgFcvHhRmZqaalpQUKA0Nzc32tjYVJ47d061a9eu+ndz/3dDtDQIgiAIwr9YTEwMly5dAsDZ2Znu3bvX+txLx08w87F+qMsuUN+0ksZBQTg+8gh2Xcv5+kAE5ublkAOXHerRsc3PNPRZD9rjcHYfZO4ns+d0DlrDQDxQ1/aVorFYtO1hNWTIkBxfX1+tv79/+caNG89U7x85cmR+jx49PP39/X39/PzK3d3dK25Xz7x58xqbmJjIGo1GC/Dcc8/lTJo0Kef48eNmrVq10kDVOImVK1eead++fXnfvn3z/f39/ZydnXUhISE14yxqM6Zh1qxZ50eNGuWi0Wi0sixLTZo00e3cuTMtKirqUkREhMf333/fsH379iXm5uZGgGHDhhXu2LHD2sfHx8/d3b0iJCSk5FZ132jq1KmOhYWFqpdfftkVqpKsxMTEpJuV7dOnT8GxY8csqgdOBwcHV0ydOjWrS5cu3kajERMTEzk6Ovpsly5dyvz9/cu9vLz8XFxcdMHBwaU3q+9+kGRZvnOpf5mWLVvKhw4dquswBEEQBOFv16tXL2JiYgAIHz+FHz6efsuysgync2BnMvycLLPl1zyKVLZIGPEwz8Al5zDeZTvQRFfyZovZuDvHc6J9a4w+Kn4ZeYZ29d2vq28Bh/iZdL7kSRogWg7+KkmS4mRZbnntvvj4+PTAwMDcW50jPNxCQ0M9o6KiLvbu3bvWScn9EB8fbxsYGOh2s2OipUEQBEEQ/qXOnz/Pli1barZ3dXuOHAPY3fDbfeNRWH+4Klk4m1+1r5HJZfx02xnebw+XylzYd/YR9smP87NlBDwPFMPJsCCMSiXWXQr51foCEiYE0xg1KoqoYCcZhOImEgZBuE+qZ3Dy9fUtf9AJw52IpEEQBEEQ/qUWfrWM6r7Y2vadSG3iweRLsMTpjzKbjkLvedDI9Aqdml1hcncLHnUoYMuTzen6bSOu+LqiU/XHTj5HaL3tlGZZcmJoIPmWtti4FJDdwoInXXM5Jl3iF86hRkkwjiiQuEIlvfGum5sXhIeQra1tZXp6emJdx3EzImkQBEEQhH+hikqZj79cUrP9+qjnONEIZuXBcw2gvQUUlMGoLy/jznmmNXubvGaNOG3TmH3ODpSmz+Xg1XMtijNpWpFJ83qX6P7jblr/fpRRz6Rw/oVSdunt+KK+J2qacZwcfiWT38iikApa4UgTrOvk/gVBeLBE0iAIgiAI/wIXiqDPfJjQDfoFQ6/v93I5PQ0Aa2trIiIi6GcG3xbDC9kyi5qd59WVcPGKI49NPc1Gl17YlcnYns3Bb/1veGvzcPbIwn7kRXJf9CGjhxktNxxhT8onVFQo2N/dlzgdTLEFCwWAguY40BwHnieINApwwrJOn4kgCA+OSBoEQRAE4V9g+mY4cBqGfAn9K+Gn5X+0MgwaNAgzC3OOGy7S0ZDN12kt6LtVImeDE1rbY3j8XwYR3VbRtJkpib/kotdBoLYIpSqY4m+HkFFvB5q4Apqkq5l+oA80hVQNfOYAoxr+ORYlCnxo9OBuXhCEOieSBkEQBEH4h8vIg0W74ekQ2HkGVi4uRrl9DdUrQ7Xp3gc7v0Lyk+3A6ABADlUDG07QnBM052Bya6b+9CaqQEdUwBEcgTJgB01z7Sndd4nmj8SRNkGBZizs8AQnk7q4W0EQ/onE4m6CIAiC8A/33iZQSPB4D7jUC5Rpq6isKAdAo/Vh4v8FUny2HkOf2cnHkw8RMqwUesg88n4SX2a9yCvzNpG4K4AfrGwImZBA39TN9E7cwZPJfWlfPJMVv7WifZd9XNhuBUZY/4JIGAQICgrS3KnMwIEDXePi4swAXn/99cZ3e76FhUUQQHp6uklYWFizvxprtXHjxjm99dZbDrcrExMTYxUaGup5r9cCiIiIcPvqq69u0h73ZytWrGjg7e2t1Wg0Wn9/f9/t27f/q/r31WnSIElSmCRJKZIkpUmS9PptyrWSJKlSkqSnHmR8giAIglDXUi/Asl9hWAd4uRSCG4N3/h9dkwob9SLngCOzZ49n+ewlaAYG8bupJZ2a7eVwP19OWbnw3uhH8LBKZGPFR5iOnIGJVSWVp5qy6FA8wWmN+KzZSF62KMIjViIoCHx96/CGhX+MI0eOJN+pzOrVqzOCg4MrAKKjox3v9vxqbm5u+m3btp2++yj/PXr16lVcvUr04sWL01944QXXB3Vtg8Fwz3XUWdIgSZISmA/0ALTAIEmStLco93/A9gcboSAIgiDUvbc3gpkJ2LaBchneLTpOUvyBqoOSCRf2TmbQ8JW80mcLBQVbGLW4EP/iBOYN3I+z6TmWX3iF4yt+4vGSIVRIjXhzRgM+0r2Pu+YE4x6Zi09BMvsLlzHW0JDDh2DIkLq9X+Gfo7oVICYmxiokJMQnLCysmbu7u194eLh79VS/ISEhPnv27LEYM2aMs06nU2g0Gm14eLj7tecXFRUp2rRp463Van29vb21K1asaHDjtVJSUky9vLz8oKr1QqPRaDUajbZhw4aB48ePdwSYNm2ag7+/v6+3t7f2tddeq5lYePLkyY3d3Nz827Zt633y5En13dxjcXGxon///m7+/v6+vr6+NbGlpKSYBgcH+2i1Wl+tVusbGxtbD8BoNDJ8+HAXDw8Pv06dOnnm5ubWuqt//fr1jQpF1at3SUmJQpKkP5WZO3eubWRkZNPq7dmzZ9uOHDmyCcCCBQtsAgICfDUajXbw4MGu1YnAkCFDXPz9/X09PT39rn0uzs7OARMmTHAMDg72WbJkSa1aQ26nLsc0hABpsiyfBpAkaRXQGzhxQ7mXgXVAqwcbniAIgiDUrWPnYNXv8EZPWGWAUAv46cvFNcclZW9ka1vsH6sHdscZt3onF3X1WRMwhbT25byUo2BK7gTeTLxI/66NebRZGUs/bwEqW5zKNuKekMXelFwWDGuOi4sRSVLw9NN1d7/CzT33FU0Ts7C4n3X6O1O+5FnO1bZ8UlKS+dGjR0+7ubnpg4ODNbGxsZbdu3cvrT6+YMGCrKVLl9onJyff+B6HhYWFcfPmzWk2NjbG7OxsVevWrTWDBw8urH6BvtHq1aszAFJTU027d+/uNXr06Lz169dbp6WlmR07dixJlmW6du3quXXrVktLS0vjhg0bbBISEk7o9XpatGihDQoKKgf48MMP7QAmTZqUc6v7mjJlimNoaGjxmjVr0qsXVgsPDy92cnIy7N27N9XCwkJOSEhQDxo0qFliYmLS8uXLG6SlpalTUlKOZ2ZmmgQEBPiNGDEiDyAyMrLpvn37rG68Rr9+/fJnzJhxAeDrr79u8Pbbbzvn5+ebrFu37uSNZSMjI/P9/Py0Op0uU61WyytWrLBdtGhRxuHDh83Wrl1rc+jQoWS1Wi0PHTrUZeHChY3Gjh2bN2fOnCwHB4dKg8FA27ZtfQ4cOGDeunXrywBmZmbGuLi4lNv+z62lukwanOG6P6yZQOtrC0iS5Az0BTojkgZBEAThP2baD1DfHFo/BjNz4O0GVxi/9Iua46aqwfSf8BP/29+HfGMly+N78EaLGTD8MBWGxkhd3qPFcEf2VD7K3gJbKr/+FNDDV6BrZE6L1k1oF+zIsmXxWFlJdOwYjrPzn7/9FISAgIAyDw8PPYCfn1/5qVOnTGt7rtFolKKioprs37/fUqFQcOnSJdPMzEyVi4vLLfvMlJeXSxERER5z58496+3tfeXjjz+237Nnj7VWq9VePa5ITk42KykpUfTs2bPQysrKCNCtW7fC6jpulyxU27Vrl/X27dsbREdHNwbQ6XRSWlqaqaurqz4yMtL1xIkT5gqFgoyMDDXA7t27rQYMGJCvUqlwc3PTt2nTpmbV5sWLF98xCRs+fHjh8OHDC7du3Wr51ltvOXft2jX12uPW1tbGdu3alaxevbp+QEBAhV6vl0JCQi7PmDHDLjEx0SIwMNAXoKKiQmFvb28AWLZsmc3SpUttDQaDlJOTYxIfH29WnTQMHz684E4x1VZdJg03+1dJvmH7E2CyLMuVN2vCua4ySRoFjAJwcXG5H/EJgiAIQp3Zfwo2HoX3+8BqHTRQyFxZMJy8guovd5uw6IM9+Fo243S2C8t/98avOJFHEj4j0/oRmp07S/N3FmGe50nUpC3UD2hM2OBTOJn5MnfBc0ya1JBJk6p+t5qbN+SLL3ZjNCqQ5Se50+9c4cG6mxaBv4tara55R1MqlRgMhlr/IVm0aJFNXl6eKiEhIUmtVsvOzs4Bly9fvm0X+WHDhrn26tWroE+fPiUAsiwTFRWVPXHixNxry7333nv29/LnVZZl1q5dmxYYGKi7dv+4ceOc7O3t9evWrTtjNBoxNzcPrj52q+vVpqWhWo8ePUpHjhypzs7OVjk6Ol6XPI0aNSp3+vTpjb29vSuGDh2aezVOqX///nnz58/PurZscnKy6bx58xzi4uKS7OzsKiMiItwqKipqnm11MnU/1OVA6Eyg6TXbTYDzN5RpCaySJCkdeApYIElSn5tVJsvy57Ist5RluaWdnd3fEK4gCIIgPDhTvwdbSxgWCuuLjQw8u5oZe+Nrjgd4+GH1/ieYTniFDauCGJ/2MbOyx6GY0x6rSmseUR3DqdUeZr61m5AQZ/J/KWHVB0uY80lXwsNtePddiYyMqrrMzTuiULRnz57DvPLKVmT5xu/wBOHOVCqVrNPp/vRGXVRUpLS1tdWr1Wp506ZNVufPn79tK8XMmTPtSktLlde+aPfo0aN4+fLltkVFRQqAM2fOmGRlZak6d+5cunnz5galpaVSQUGBIjY2tsHdxBwaGlo8e/Zsh+oxGvv27TOvjtnR0VGvVCpZsGBBo8rKqgmOO3bsWLJmzRobg8FARkaGyf79+2uShMWLF5+rHuh87U/1fSQmJqqrr/PLL79Y6PV6ycHB4U+tLZ07dy7Lzs423bBhQ6PIyMh8gLCwsOKYmJiGWVlZKoCLFy8qU1NTTQsKCpTm5uZGGxubynPnzql27dpV/27u/27UZUvDQcBLkiR3IAt4Ghh8bQFZlt2rP0uStBSIkWX5+wcYoyAIgiA8OInx8Ewfdlq0ZofPKmYrvmLjhmx0j0zBJv9n0nf+0ZNh9eWd+JqAbNsAY2h33uxsR0LXXlyot4MQ/g9lPWfemXCUS5caE7NpIIqKDmDaAUxa8OmnVTMkjR0L338Pq1dLhId3plkzA3Pm7MfUVMnHH3cTLQ7CXRkyZEiOr6+v1t/fv3zjxo1nqvePHDkyv0ePHp7+/v6+fn5+5e7u7hW3q2fevHmNTUxMZI1GowV47rnnciZNmpRz/Phxs1atWmmgapzEypUrz7Rv3768b9+++f7+/n7Ozs66kJCQmnEWtRnTMGvWrPOjRo1y0Wg0WlmWpSZNmuh27tyZFhUVdSkiIsLj+++/b9i+ffsSc3NzI8CwYcMKd+zYYe3j4+Pn7u5eERISUnKrum/07bffNly9enUjlUolm5mZGZcvX376VuM6+vTpU3Ds2DELOzu7SoDg4OCKqVOnZnXp0sXbaDRiYmIiR0dHn+3SpUuZv79/uZeXl5+Li4suODi49KYV3gdSXX6bIElST6q6ICmBJbIsT5ck6QUAWZYX3lB2KVVJw9o71duyZUv50KFD9z9gQRAEQfi7lJZC12DkkmLatd1NhmzNSbtmPPrkflSXDeh3zCBx1joAHm3QiNXjRnPOS0smSs5lZlJWVkb9oFw6hgcSxEgSjmUT9MgiRg4+wsL5zaH0A2iwFswjAPj4Y5g4EcaMgQULYO1a6NdP5pVXtjJv3kHeeKM906d3FonDAyBJUpwsyy2v3RcfH58eGBiYe6tzhIdbaGioZ1RU1MXevXvXOim5H+Lj420DAwPdbnasTleElmV5C7Dlhn0Lb1F2xIOISRAEQRDqxOSX4EwaW95fw2+/e/NZ/Rc43nIUCQ2b07N0DT/OPVhT1LlLJ74ymkJKWs0+lUUlahM1AQxFlmVeGruNBg3MmT4lGUo3gqIpmPWuKf/qq7B8eVXCYG0NTzxR1Vc7OroHV65UMnPmL6jVSt5+u9ODfAqC8J9WPYOTr69v+YNOGO6kTpMGQRAEQRCAVcvgu68xvtqbqYfdcTc5y3ORvXi5fkdct5+hbGUcBt1ZAMzMzNBofFDbX8a8aSnmTcqwaFqOrY0DLaUXUWHGipXH2Lv3LJ9//iSNPB6HvE5gORGkP37tm5jAwoXQti1ERICZWdV+SZL47LMnuXLFyDvv7MbMTMXkye3r4KEIwn+Pra1tZXp6emJdx3EzImkQBEEQhLp0Mhkmj4GwAHaVlnHUEMSSYVdIkeMwLPmOZ43n+Dbr+5rinQZ5EzpVha2ZJ/VxpT5uWNMEJVVjS4uLdUycGEurVk5ERj4CCgkcLoFk9qdLt2kDO3eCn9/1+xUKiS+/7IVSKREQ4PB33r0gCP8SImkQBEEQhLpy+TI8PxCcTcArjVXlb9PS+hilCd+zPk/GBbiUV07qyT8GQH8y+Tt8zHxuWeU77+zi4sVSNm58GoXi6niEmyQM1Tp1uvl+pVLBl1+G/4WbEgThYVSXU64KgiAIwn/bW+Mg8xj0kKmwcKVIUvBk/Q3k58mUlFiy40InfjJNQTZWTVrSuXNnfHxunTAkJFwkOvoAzz//CK1aOT+ouxAE4T9AtDQIgiAIQl34YQ2sXggj6mM0NeULq5Foy46hN6jYtrU7R7u2wHPqEbKD9tSc8uKLL96yOlmWGTt2K/XrmzFjRpcHcQeCIPyHiJYGQRAEQbjf9Hr4/jvYswPOpoPhhvWb0k/DpEjob4HRTccPTbuTf6GUK5UmrFg+hMaRgRiHSVj8tIqSnAIAHB0d6d2795+vddW33yayZ08GM2d2oVEji7/x5oT/iqCgIM2dygwcONA1Li7ODOD1119vfLfnW1hYBAGkp6ebhIWFNfursVYbN26c01tvvXXbgTgxMTFWoaGhnvd6LYCIiAi3r776quHdnLN7924LpVIZfLfn1TXR0iAIgiAI99uC2fDBG39sq1TQ1A3cPJDdmrGn4DKBA02w7lHKD2f6cOykJ1eMJmyM7U89Szd2P1qGg3UBl7/4uaaKkSNHYmJictPLJSZeYty47bRs6URkZNDffHPCf8WRI0eS71Rm9erVGdWfo6OjHWfNmlWzinNtzq/m5uam37Zt2+m7j/LfxWAwMHny5Cbt27cvetDXVanu7bVftDQIgiAIwv2UnQWfvA99H4EFb8C7I+GFntDaDqSTzLG3ptNrX+EwMIuo1GiOnQzEqIQVp4eQuN+LFv3KKFXXw+nsTyTvOwqAQqHg+eefv+nlvv46npCQLwCuzngkfrUL90d1K0BMTIxVSEiIT1hYWDN3d3e/8PBwd6PRCEBISIjPnj17LMaMGeOs0+kUGo1GGx4e7n7t+UVFRYo2bdp4a7VaX29vb+2KFSsa3HitlJQUUy8vLz+oar3QaDRajUajbdiwYeD48eMdAaZNm+bg7+/v6+3trX3ttdecqs+dPHlyYzc3N/+2bdt6nzx5Un0391hcXKzo37+/m7+/v6+vr29NbCkpKabBwcE+Wq3WV6vV+sbGxtYDMBqNDB8+3MXDw8OvU6dOnrm5uXf1Jj5jxgz73r17F9ja2hpudnzu3Lm2kZGRTau3Z8+ebTty5MgmAAsWLLAJCAjw1Wg02sGDB7sarrZgDhkyxMXf39/X09PT79rn4uzsHDBhwgTH4OBgnyVLltxzq4ZoaRAEQRCE++n9V6HrZWh8GBIO/7HfE44MbMEbNu/RQ7GZ5rsTML+gQ6cyZaU0iMwEF1QmMr+3zMZM5YTD8m01p/bq1YumTZted5nLl/W8/PJWFi8+QseOrnz7bQSOjlYP6i6FB+i58zRNrOC+9jnzN6N8iRPnals+KSnJ/OjRo6fd3Nz0wcHBmtjYWMvu3buXVh9fsGBB1tKlS+2Tk5NP3HiuhYWFcfPmzWk2NjbG7OxsVevWrTWDBw8uVChunuBWt16kpqaadu/e3Wv06NF569evt05LSzM7duxYkizLdO3a1XPr1q2WlpaWxg0bNtgkJCSc0Ov1tGjRQhsUFFQO8OGHH9oBTJo0KedW9zVlyhTH0NDQ4jVr1qRXL6wWHh5e7OTkZNi7d2+qhYWFnJCQoB40aFCzxMTEpOXLlzdIS0tTp6SkHM/MzDQJCAjwGzFiRB5AZGRk03379v3pL2G/fv3yZ8yYceHMmTMmmzZtavjbb7+lDBw4sN7N4omMjMz38/PT6nS6TLVaLa9YscJ20aJFGYcPHzZbu3atzaFDh5LVarU8dOhQl4ULFzYaO3Zs3pw5c7IcHBwqDQYDbdu29Tlw4IB569atLwOYmZkZ4+LiUm7zv7bWRNIgCIIgCPfLTyvAdB1yIwU7jzYl6dAFXB69Qoth0Ki1OYOKvsGm/BJdV22kxNIJyaSSyqB8zq5uAifB2FUizdMTX+MBflu9vabaGwdAnzyZR//+a4iPv8iUKe15991QVCrRwiD8fQICAso8PDz0AH5+fuWnTp0yre25RqNRioqKarJ//35LhULBpUuXTDMzM1UuLi43/bYdoLy8XIqIiPCYO3fuWW9v7ysff/yx/Z49e6y1Wq326nFFcnKyWUlJiaJnz56FVlZWRoBu3boVVtdxu2Sh2q5du6y3b9/eIDo6ujGATqeT0tLSTF1dXfWRkZGuJ06cMFcoFGRkZKgBdu/ebTVgwIB8lUqFm5ubvk2bNjWrNi9evPi2SdiYMWOazpo1K/N23YSsra2N7dq1K1m9enX9gICACr1eL4WEhFyeMWOGXWJiokVgYKAvQEVFhcLe3t4AsGzZMpulS5faGgwGKScnxyQ+Pt6sOmkYPnx4wZ2eQW2JpEEQBEEQ7ofkGPj5GWQTiYk/9mRZ80WsWvYcXfy3o79iy4slG6nMNmH8iaqEQWFqxGtILgWp70KGCsqhzfDD5NuZErp2BwsKCwHw8PDg8ccfr7nMunUnePbZHzAxUbJ582B69vSqoxsWHpS7aRH4u6jVarn6s1KpxGAwSLU9d9GiRTZ5eXmqhISEJLVaLTs7Owdcvnz5tlnusGHDXHv16lXQp0+fEqiaHSwqKip74sSJudeWe++99+wlqdah/Iksy6xduzYtMDBQd+3+cePGOdnb2+vXrVt3xmg0Ym5uHlx97FbXu1NLw7Fjx+oNHz68GUBBQYFq586d9VUqlTxs2LDCa8uPGjUqd/r06Y29vb0rhg4dmns1Tql///558+fPz7q2bHJysum8efMc4uLikuzs7CojIiLcKioqap5tdTJ1P4ivJQRBEAThLlXKsKUE3rkE56/I8Osn8E04FBhZ+bMrXz7yNbmyE2N//gxdvVWsr4xHt/MUQ/eupDwvB3WDStyHnaOHy+v8kGiLyRkjFm5luA84y+d21hz86vuaa40ePRqFQkFKSi5jx27hqafWoNXaceTIaJEwCP8oKpVK1ul0f3qjLioqUtra2urVarW8adMmq/Pnz9+2lWLmzJl2paWlyhkzZtQMqu7Ro0fx8uXLbYuKihQAZ86cMcnKylJ17ty5dPPmzQ1KS0ulgoICRWxsbIO7iTk0NLR49uzZDtVjNPbt22deHbOjo6NeqVSyYMGCRpWVlQB07NixZM2aNTYGg4GMjAyT/fv31yQJixcvPpecnHzixp/q+8jKykqo/unRo0fB7Nmzz96YMAB07ty5LDs723TDhg2NIiMj8wHCwsKKY2JiGmZlZakALl68qExNTTUtKChQmpubG21sbCrPnTun2rVrV/27uf+7IVoaBEEQBKGWsvWwpBC+KIQMfdW+6JwSvji9mz4ZCrLyVcwJW4dUBO/3/Z3/W6vlvWUWqAq+xFOWUaplGnXIwi6klMdUb3C6pAHb98uQoaDT+7nMV4RxKu44Bw8eBMDUVE1mZjN8feeTnFz1Beurr7bmww8fx9RUWTcPQRBuYciQITm+vr5af3//8o0bN56p3j9y5Mj8Hj16ePr7+/v6+fmVu7u7V9yunnnz5jU2MTGRNRqNFuC5557LmTRpUs7x48fNWrVqpYGqcRIrV6480759+/K+ffvm+/v7+zk7O+tCQkJqxlnUZkzDrFmzzo8aNcpFo9FoZVmWmjRpotu5c2daVFTUpYiICI/vv/++Yfv27UvMzc2NAMOGDSvcsWOHtY+Pj5+7u3tFSEhIya3qvhd9+vQpOHbsmIWdnV0lQHBwcMXUqVOzunTp4m00GjExMZGjo6PPdunSpczf37/cy8vLz8XFRRccHFx6p7r/KkmW5TuX+pdp2bKlfOjQoboOQxAEQfg3+PpzmD4Fho+GF8eBTaOaQ7IsU5qTy6/mtnxeKLGxBAyyTItz+7DaOwN9cjbKTiO54tqK5mZHqExWcTitJf7dTmFpmY3tnkJMZQOVkgLDIzL+nUtpZdGJpnQghnNM33mZo689gpQgk5EBTZtIPPHEQLZs+e5qBM1RKiPo1MmNPn00hIf74OLyt32RKNQRSZLiZFluee2++Pj49MDAwNxbnSM83EJDQz2joqIu9u7d+29JSm4lPj7eNjAw0O1mx0RLgyAIgvDfFR8H/xsLw+vBZzPgy0/h+VfgxXEUlZQyZ+b/+LT3GAps1Jjt2oTrzrUUxO/iaHZhTRWWP75OVFRUzRzobo0yIe6PSyTrfPjFrC1BPfdzXAFb0VOPPWRTSuH+7qhOy3QLk2jaBFau/J0tW9bXnDtt2nhee60/DRuaP6gnIghCHaqewcnX17f8QScMdyKSBkEQBOG/qagQRj8FnwCehTCsPcxwgLnTqZw/m+XebZnR5yUUU0egOPIrFUYjp25STWlpKb/kn8PKsh9KCyMmLpX4m13AzKSIL+wGYlniSub3KkbttqVVaDYp5HGBUrrnt6DfrvpQAiNHQnGxjpdemglUTSjTvHlz3n132C0HXQqC8PCxtbWtTE9PT6zrOG5GJA2CIAjCQ89IJWVcwgrHqh2yDK9GQv8MNlzpzbufRbOkd2/8p1xiy7Hm5JnZMnHKYiqf0GC4ovtTfWZmZlg7NuDSmapxmr+sO4bN4CVsfklBVAmsuQz1FWChgF/bwpBU+GidBScCPQiz8QBgziEgGRrZQseOJYSGPkdR0caaa7z44osiYRAE4R9DzJ4kCIIgPPSOsZStvMBRFlOJHr6cByXruRhux8jvlxF/vikdP9/Lr+ckCqc681L0dmx2bUC+JmFwdGrMY489RuQLI+iTGE2H3yZhYlr1a9Rw8QjvPvo7LW1hlxtMtQUj8LUT2JnAwmFgMMJL31TlKwDLdgDnZB5tvQIfH08OH15L1VnQuHFjhgwZ8kCfkSAIwu2IpEEQBEF4qJWSTRpbsMSRVDbyc9nLlMa+CR8qGLt+PqWX1WyzeZymUgbdlsXyfOUP+KrScNqxsqaOHj16MHrUC7R6MZySj0MJs93J0rnTCKzvW1Nm7w+fAqCS4H17KPSBrpZVx5rZwbvhsPEorIuDtItwbFMcyO3ZvHkYubmXaupp06YNP/30E1ZWYnVnQRD+OUTSIAiCIDzUjrEcCSWhV6bRNjmIUukssd+0Z/7Zkaw9+RQdbNfyg8aLls+dQ29vgmGjCve47zm0v2o0s0KhwD/Qn7M9HHDsnUV0+UeEy1F81LqIw+2X1VxnzZo1ZGdn12wrbuhZ9NrjEOQCLy3Jo9/gUZDUCvi15njDhnYsX76cffv24efn97c+E0EQhLslkgZBEIT/AFmWiYmJYf/+/XUdygOVRwqZ7MPnvCuXP2vLuSNbyTnvwA9l4Yzf+An1XfIx+8CUY/2GssLyceoPzaeRzyUOLsioqcNd44VytD2Tms3m2dwMPt2zH9epIby7WUmfrsE82qYdAHq9nkWLFt0yFpUS5g28zKXVoST8/AVQPeW5Ek/PcDIyTjF06FAxjkH4xwgKCtLcqczAgQNd4+LizABef/31xnd7voWFRRBAenq6SVhYWLO/Gmu1cePGOb311lsOtysTExNjFRoa6nmv1wKIiIhw++qrrxrWpmxMTIyVlZVVC41Go9VoNNoJEyY43o8YHhQxEFoQBOE/4OWXX2b+/PkoFAr2799Pq1at6jQeWZaRZRmFonbfXRUUFPDtt9+yfPlyzp49i6+vL8HBwTzyyCMEBwfTrFmzP9UlIxMvL8FMp2D+WRe+7pmIjAJJltEvNkVfZoLZU5c5dKYjOXo7fM3TedXmbUoc3Pgw7Y9pT59/sZwR+g+Z++Ma5u3rQPkViaeCYeoT0LwprG70Mk//tg+ARYsWMWXKFExNb77g7ZqFUyA/oWa7UaNALl/uws8/vyW6Iwn/OEeOHEm+U5nVq1fXZNjR0dGOs2bNqlnFuTbnV3Nzc9Nv27bt9N1H+e/SsmXL0p07d6Y96OsaDIaaaaH/KtHSIAiC8JBbtmwZ8+fPB8BoNLJ+/fo7nPH32rt3L15eXlhYWNCpUyfeeecddu3aRUXF9YvEVlZWsn37dp5++mkcHR156aWX2L9/P+fPn2fHjh18+OGHPP3003h5eWFjY0NoaChTpkwhN7dqPaws3Q5ypWR+Tm3LQuuXsCkpoHvlT7Q8eQz9CVMa2yXzmF05nuan6WYTw/gr0RR8oeHUb7lcunR1jIHSnJhLy2g29zwf7uxIeKBEwjvw3QtVCQNAv379cHJyAuDChQusXbv2pvf9888/88knn9Rse3lNIi+vLzNnDqBpU7Fgm/DPU90KEBMTYxUSEuITFhbWzN3d3S88PNzdaKwatB8SEuKzZ88eizFjxjjrdDqFRqPRhoeHu197flFRkaJNmzbeWq3W19vbW7tixYoGN14rJSXF1MvLyw+qWi+qv41v2LBh4Pjx4x0Bpk2b5uDv7+/r7e2tfe2115yqz508eXJjNzc3/7Zt23qfPHlSfTf3WFxcrOjfv7+bv7+/r6+vb01sKSkppsHBwT5ardZXq9X6xsbG1oOqf0OHDx/u4uHh4depUyfP3Nzc+/oF/Ny5c20jIyObVm/Pnj3bduTIkU0AFixYYBMQEOCr0Wi0gwcPdjUYqqZnHjJkiIu/v7+vp6en37XPxdnZOWDChAmOwcHBPkuWLKlVa8jtiJYGQRCEh9iRI0d44YUXrtv3+++/10kslZWVfPDBB7z33ntUv3Ds3r2b3bt38+6776JWq3n00Ufp1KkTV65c4euvvyYrK6tWdRcVFbFr1y527drFwYMH2fbN/zimms3+oo58ajIO14pzbIrvi8ETnt24kJbGXSzqbkIjtQVXjJYcOZJI0u8NAD1nz56tqVf7aG9+uxDK4NYwpSdobtKZwMTEhBdffJFp06YBEB0dzeDBg68rU1hYyIgRI2q2FYowcnNtadWqAS+9VLetPsI/XzS/Nz1LscX9rNMF6/JXCDlX2/JJSUnmR48ePe3m5qYPDg7WxMbGWnbv3r20+viCBQuyli5dap+cnHzixnMtLCyMmzdvTrOxsTFmZ2erWrdurRk8eHDhrVoaq1svUlNTTbt37+41evTovPXr11unpaWZHTt2LEmWZbp27eq5detWS0tLS+OGDRtsEhISTuj1elq0aKENCgoqB/jwww/tACZNmpRzq/uaMmWKY2hoaPGaNWvSqxdWCw8PL3ZycjLs3bs31cLCQk5ISFAPGjSoWWJiYtLy5csbpKWlqVNSUo5nZmaaBAQE+I0YMSIPIDIysum+ffv+1GTYr1+//BkzZlwAOHLkiKWPj4/WwcFBP2fOnHMtW7a87tuSyMjIfD8/P61Op8tUq9XyihUrbBctWpRx+PBhs7Vr19ocOnQoWa1Wy0OHDnVZuHBho7Fjx+bNmTMny8HBodJgMNC2bVufAwcOmLdu3foygJmZmTEuLi7ljv+Da0EkDYIgCA+pvLw8+vXr96dv8A8ePIjRaKx116D7ITMzkyFDhrBnz55bltHpdDVJxM0EBwfz7LPPEhoaSlJSEnFxcRw+fJi4uLia1gWAn376icWfdefMxEg+vTiOJmVZjPzhC9aresNZ6Ou4FYBNO6+vX6FQ0LFjR7766quafbMmD6ZbGKhN/hyPwWBkx47TdOvmwahRo3j//fe5cuUKBw4c4ODBg9d1AXvllVc4d67q/UySGtGly9P8/HMGn38+DKVSNPoL/3wBAQFlHh4eegA/P7/yU6dO3bwP3k0YjUYpKiqqyf79+y0VCgWXLl0yzczMVLm4uBhudU55ebkUERHhMXfu3LPe3t5XPv74Y/s9e/ZYa7Va7dXjiuTkZLOSkhJFz549C62srIwA3bp1K6yu43bJQrVdu3ZZb9++vUF0dHRjAJ1OJ6WlpZm6urrqIyMjXU+cOGGuUCjIyMhQA+zevdtqwIAB+SqVCjc3N32bNm1qVm1evHjxbZOwtm3blmVkZByrX7++cfXq1fUjIiI8MzIyrlvIzdra2tiuXbuS1atX1w8ICKjQ6/VSSEjI5RkzZtglJiZaBAYG+gJUVFQo7O3tDQDLli2zWbp0qa3BYJBycnJM4uPjzaqThuHDhxfc6RnU1m2TBkmSxsqyPO9+XUwQBEF4MCorKxk8eDDp6ekAWFtbo1AoKCwspKSkhJSUFHx9fW9fyX2yceNGnn32WfLz82v2tej4KOM+eRdlci57du1h165dpKT8+cswOzs7hg4dyrPPPktAQAAYUkG3Da13NyL69QNJQpZlzp07x9SpU1m+fDkAU1eUUdhzHI1jsnn68moqLUzIz29IfrkNLs2u4O2krBlXYTQaMTMzo1OnTqSnp5ORUdVFu2HDhnTv3h3TmyQMACtWHOPZZ3/gxx+H8vjjHjz99NN8/fXXAHz66ac1n9euXVsTF8CECf/HRx+lM2FCG1q0aHzTugXhWnfTIvB3UavV1SP3USqVGAyGWo/YX7RokU1eXp4qISEhSa1Wy87OzgGXL1++bbY8bNgw1169ehX06dOnBKrGQUVFRWVPnDgx99py7733nv29TB4gyzJr165NCwwMvG4Vx3HjxjnZ29vr161bd8ZoNGJubh5cfexW17tTS4ONjY2xet/AgQOLxo0b55Kdna1ydHS8LnkaNWpU7vTp0xt7e3tXDB06NPdqnFL//v3z5s+ff13za3Jysum8efMc4uLikuzs7CojIiLcKioqap5tdTJ1P9zp643n7teFbkaSpDBJklIkSUqTJOn1mxwfIknSsas/v0qSFPh3xiMIgvCwePvtt/nxxx9rtr/++msee+yxmu0H0UWprKKc4a+Monfv3n8kDAoFPu/2p+GWKXzkYssX3bXYf/g2nxw6zoZjqfRrGUTbnq48FuHM2Md8yTx3jjlz5lQlDMYCyA+D4lchxxdyfKB4AtKVvbg0dWJ2f3esr/ZmzjlZgHXv2Qy78g0WFpfRZV5m2e8DWfHlUBIPPMfgwc8wYsQInn32WSIjIxkyZAjOzs588803NfH379//lgOaATZuPAnAsmVJQNVg82qrVq3i4sWLZGdn8+yzo2v29+s3DJXKDaVSYvLk9vfrUQvCP4JKpZJ1Ot2f3qiLioqUtra2erVaLW/atMnq/Pnzt22lmDlzpl1paamyuksPQI8ePYqXL19uW1RUpAA4c+aMSVZWlqpz586lmzdvblBaWioVFBQoYmNjG9xNzKGhocWzZ892qO4yuW/fPvPqmB0dHfVKpZIFCxY0qqysBKBjx44la9assTEYDGRkZJjs37+/JklYvHjxueTk5BM3/lTfx9mzZ1XV19m5c6eF0WjEwcHhT60tnTt3LsvOzjbdsGFDo8jIyHyAsLCw4piYmIZZWVkqgIsXLypTU1NNCwoKlObm5kYbG5vKc+fOqXbt2vW3DZCqs+5JkiQpgfnA40AmcFCSpI2yLF/bF+4M0FGW5QJJknoAnwOtH3y0giAI/x4//PAD06dPr9l+88036d27NwkJCWzatAmoShqeeeaZvy2G9PR02vXtxvmjJ2v2WTe1Z/TKGfh5ejIu1Z9800YA7KouoPSCZYcBcFRmMdRuPAd3f0K7bpOrllEuHAGV56Dh91B5HnQboexTKJsN1Megr4enZiiH41cAUF7wMUbjyygyrrC4chwl/vZEPQ6fvA9DhsA338C1k4no9Xq+++67mu0bxyVcq7jYyKZNpwBYuTKZEyd60rdvSwID2xAf/1vN9Ktr1uyntLQqYXJ2bsrixdGEhCwnNNQdW9v72kVdEOrckCFDcnx9fbX+/v7lGzduPFO9f+TIkfk9evTw9Pf39/Xz8yt3d3evuF098+bNa2xiYiJrNBotwHPPPZczadKknOPHj5u1atVKA1XjJFauXHmmffv25X379s339/f3c3Z21oWEhNSMs6jNmIZZs2adHzVqlItGo9HKsiw1adJEt3PnzrSoqKhLERERHt9//33D9u3bl5ibmxsBhg0bVrhjxw5rHx8fP3d394qQkJCSW9V9oxUrVjRcsmSJvVKplM3MzIxff/316Vt1E+3Tp0/BsWPHLOzs7CoBgoODK6ZOnZrVpUsXb6PRiImJiRwdHX22S5cuZf7+/uVeXl5+Li4uuuDg4NKbVngfSLIs3/qgJBmA8psdAmRZlq3/8oUlqQ3wjizL3a9uv0FVpTNvUb4hkCjLsvOd6m7ZsqV86NChvxqaIAjCv1ZKSgqtWrWipKTq91j37t3ZvHkzSqWSH3/8ke7duwPQsmVLDh48+LfEsG/fPnr16U1Bbl7Nvj59+rB48WJ0SiNtT5ZTmFyfyQdW0N9rCYf6LmG1MYksG2cwgNuxS/zQ4Em0qgQm+XxA4JUh+BrToWQSWH8C9V7942LGEqjYxrrorTz/fx9RUGqO2twTXUnVImvawO4ktdxK8yYyc59WEKqBOXNg/Hh4+mlYvvyPxGHr1q307NkTAGdnZ86ePXvTcR/l5fDYYxkcPryUFi20HD16An//Zzl+3AVZ/haoSjYUChOMRn3NeTt27MDOzo/mzRfy2WdP8MILLe/rcxf+vSRJipNl+bo/EPHx8emBgYG5tzpHeLiFhoZ6RkVFXezdu3etk5L7IT4+3jYwMNDtZsfu1D0pQZZl65v8WN1LwnCVM3BtH73Mq/tuJRLYeo/XFARBeGiVlpbSr1+/moTBzc2Nb775BqVSCVQlCtXi4+P/NED6fvj666/p3LlzTcJgamrK/PnzWb9+PUqrBvQ4WUSOqQ0O/6fmzQUvkntGiX3xGJ52/Zbx8f+jty4bdeNCnsj/gYKcRiw+8Tw7LbZyUFqJ0SwCLF657npnS03oMaw5T72xhFIXS7pH7yE87I9uPycSdjLj8VPEvVWVMACMGwf/93+wahU8+yxc7XVwXdekQYMG3TJhCA+Hw4fTUCoVbNrUHVNTJd26JXH+PCxYEIFaXTVO4dqE4bXXXqNz586sW5eEJEGfPndc80oQhP+g3NxcpZubm7+ZmZnxQScMd1KXsyfdbBTJTZs9JEkKpSppuGUHUEmSRgGjAFxcXO5HfIIgCP8qM2bM4MSJqh6eZmZmrF+/Hhsbm5rjNjY2eHl5cfLkSfR6PfHx8bRufW89Pq+UllJ55QrqBg148803mTVrVs0xazsbtmzYSLt27dCVldMn8RzH6zUj+suPGZP4BgAjD33B27OmYD2/HAv/qWR9exiP4mIAmlM1ViB9p4Y0Zy3fN5bwtPgJwyUzKj0rOHKoiLNrLbBUljF66k7qmxdjcekyet8A6jVOoezCMTBeIW7tGygHrrku7kmTwGCAN9+samn49NNyNmzYUHP8Zl2TqhOGn38GV9c0XF2b0qSJNd26ebB+fTIff9yNF180JSfnRd5+++2a87RaLTNmzABg3bokHnvMlcaNLe/puQuC8HCytbWtTE9PT7xzyQfvTi0Na+5w/F5kAk2v2W4CnL+xkCRJzYEvgd6yLOfdeLyaLMufy7LcUpbllnZ2dvc9WEEQhH+6devW1Xz+9NNPCQoK+lOZkJCQms/3OhjaUFHBkvbtmenkRHsvr+sShvr+Lvy6ZBHt1i2jMvQRhq3azC4rH5ZuHEHyN41RqQz4DYmn+GwDkt5owcHcNuzctYvi4mJsbGxo0aIFjk6OVCoU1Cu8TP3jZZjuKOXspl85f+BnLq78FaeU4zwacBB/vxM4qi5iob9MaWU9TiY78m3lHxOMrF27ll9++eVP8U+ZAu+8A0uXQs+emygrKwNAo9HQokWL68pemzD8738lZGRcoEcPTwD69dOQnl7I0aNVYzZHjx5dM4BapVKxYsUKzMzMSEnJJTHxEhERD2bWKkEQhPvpTi0NOZIkecmyfFKqml9qCRABpAMjZFk+fA/XPgh4SZLkDmQBT1PdEfQqSZJcgPXAMFmWU+/hWoIgCA+106dPk5pa9c+kubk5Q4cOvWm5kJAQVq5cCdx70vDTG2+QGh/PemtrMk6frtnv8MQjzHj3FfzChyCbmRM17SvWhPTl44R3eGrAO0R94sIj3Q4R7HoEB69LGDHFKEsU4UR9j1Bc/ZvRxlPCTp7CqcJVdEvait2y7TQqKsC1mYyZqZr8PAOFhUb09c3I9H+MonRHdEV6Xsifx6qTM5Ee9WeQpTPffvstAOPGjWP//v1/6nL01ltgNMJ77/3RNcnGZjC7dkm0bw8mJtcnDMuWgV6fBlCTNPTq5YNSKbF+fRJBQY44ODjw7bff8sUXX/Diiy/WJG/r1lW1nPTrJ5IGQRD+fe6UNLwKLL36eRDQHHAHgoD/AY/d/LQ7k2XZIEnSWGA7oASWyLJ8XJKkF64eXwi8BTQCFlydE9dw40AhQRAEAbZv317zOTQ0FDMzs5uWu18tDWnbtvHjJ5+w1MKCgqvdiQC04cH4LnmR/iEvoffx5+Nle5lXYsG45Dk8mnCOaeu+5dkR5tSrd3WODcmc3btaUmFqT4k7nMhqhnG3hInSyNBATzpaDqN02lZOZxbj2M6ehC97Umy0Zo77BOa2aEHiqhLQ76C+iz0Lhl5hkKsC6VABTP8fM60bsn79enQ6HQcPHuTbb79lyJAh192HJMGrr+Yzc+ZW9FeHIBw8OIjOnaF+fejeHbKz4ZdfqhKGYcOgf/80nJysaN7cAQBbWws6dnRj/fpk3n+/MwD9+vWjX79+111r3bokWrd2pkmTex0SKAiC8ODdqXuSQZbl6pFcTwJfy7KcJ8vyT0C9e724LMtbZFn2lmXZQ5bl6Vf3LbyaMCDL8khZlhvKstzi6o9IGARBEG5i69Y/5ono0aPHLcu1aNEC1dXpglJTUykouPvFQssuXeL7ESM4ZGNDQXnVy79KpWLm55/g+cMkIhZv42L+ZQbaBjOlxIJnUr7CK+YnfpIbU89Ppl69ckoU1vQIDWXqm+Np1KgzR/f4scV6EMWtuvPL+LNEBn7J8s8bM+IZBaXlSjq834/svBfJNjqzfdovbJnal0TXlyHiJYLtKynNOM8LH+bwfvQxLvYdBQEtcHV1Zdy4cTVxv/7665SX/3lCwHXr1qG/mjGEhISQn+/Jhg3w1FOwezf8+usfCYPBYCQ29hQ9enhet8BTv34aTpzIITn55pPdnD5dwOHD2Tz1lPaun7cgCMI/wZ2SBqMkSY6SJJkBXYCfrjlm/veFJQiCINSWTqfj559/rtkOCwu7ZVkzMzMCA/9YJ/Nup6eWZZmNkZEUFhQQd/lyzf41q1dDWzUWxeX0ulCPNQdz+dWtH4OjZ9AsPp2Lrq3B1JS0NA+W/zaYF8Y+Q0iHDiiVSj76CGRZYnLCSup5x9LgQmv2zTuGIf4gLcOCMYsYzZ7P/CFJpnIcvODagnX7nkRdWMYM+RN+e78RiQMy6GJ2lrdLO9L0K2eefnotu3alM3nyZOzt7QHIzMykUaNGODk54efnR/v27XnyySevW9Ni8ODBWFpCnz7w5Zdw/jwUFVUlDAC//XaOoiJdTdekatWzIW3YkHTT57Z+fdV+MZ5B+DcJCgq64zRfAwcOdI2LizMDeP31169b4rw251tYWAQBpKenm4SFhTX7q7FWGzdunNNbb73lcLsyMTExVqGhoZ63K1NbERERbl999VXD2paPiYmx0mg0Wk9PT79WrVr53I8YHpQ7JQ1vAYeoGsOwUZbl4wCSJHUETt/mPEEQBOEB2bdvX80gXg8PDzw9b/+78F66KB367DNSY2Iof+IJyq8mDf5+fgQm/cxvfjY8+fsFZvV5hqO7Ynmx3gG8HfVUygq8vHxJLxrKihVDadf/Cp4Nr87qJFfi1vh7Jr60jG+3Nmf2jj60efJZLuU5ExMziN+3PElvvSlkQqOuRuQcFUd3N8XBPItNIVt549u3MXn+ZTSrl7Kh6CuSjo1i7NgQfvzxFKGhy2jdejkdOz5bE39FRQXZ2dmcOHGCffv2sXnzZjIyMgBQKBQMGDDguvtVKKDeNe3qW7emoVIp6Nr1+ncbZ2drWrd2Zv365Js+t3XrkggKaoy7e63fLQShzh05cuTmf6CvsXr16ozg4OAKgOjoaMe7Pb+am5ubftu2bQ/1u2Vubq7y1Vdfddm0aVNaWlra8e+///7Ug7q2wfCnhafv2p2ShotAG8BXluXnJUkaLknSD8AQrk5vKgiCINStbdu21Xy+XStDtbtKGvR6mDEVBj/J5ecGUP76qzz+iB+bD/5x3kv1FKxubYr1uRLik5SY7NyDNisJvR7yc+vz+ecq3nr7IssX18ek6RU+HeYEhvSq1ZxzfKCgL5NfmkWDBvuY8EEQ7lZFHHrlB57Ie4UZfRbw1RKY0uEjLrY25VPHlxjmvozEAYd5PPKp62OVJDQBjsyZ052srHEsW9YHGxtz1qwxRaEIRKG4/TC+p556CkdHx9uW2bo1jbZtm1K//p/HjPTr58uhQ+c5e7bouv2ZmcXs358pWhmEf53qVoCYmBirkJAQn7CwsGbu7u5+4eHh7kajEYCQkBCfPXv2WIwZM8ZZp9MpNBqNNjw83P3a84uKihRt2rTx1mq1vt7e3toVK1Y0uPFaKSkppl5eXn5Q1Xqh0Wi0Go1G27Bhw8Dx48c7AkybNs3B39/f19vbW/vaa685VZ87efLkxm5ubv5t27b1PnnypPpu7rG4uFjRv39/N39/f19fX9+a2FJSUkyDg4N9tFqtr1ar9Y2Nja0HYDQaGT58uIuHh4dfp06dPHNzc2u9fMGXX35p88QTTxR4eXldAXB2dv7Tm/zcuXNtIyMja2YXnT17tu3IkSObACxYsMAmICDAV6PRaAcPHuxanQgMGTLExd/f39fT09Pv2ufi7OwcMGHCBMfg4GCfJUuW3PM3Fne60UVAV1mWCyRJ6gDMAl4GWlA1EPqp25wrCIIgPAC1Hc9Q7dqk4cCBA8iyfF3//BoF+TByAOzbgRzohiL3LB39jcSWHSc1s6qItQkEPmHg2yIXPJZkIgGyQkE9U0ven13M7zsreDo8j07hMpUVX/PEoIZY50VSsyyPSRuM9Wby/if1KSz8CfDk+UEhNKm3na93hjF14xiGdtjHB5Ozkeq9x1gLW3D2B6fg296jubkJw4cHMnx4IPHxF/jf/4L56qsjzJ3bmaeeakZBQUHNT2FhIaampvTq1eu2dZ4/X8LRoxeYObPLTY/37ath8uSf2LAhiVdffbRmf3XXJDGeQfirfie6aTFnLe5nnda4lIfwyrk7l6ySlJRkfvTo0dNubm764OBgTWxsrGX37t1Lq48vWLAga+nSpfbJycknbjzXwsLCuHnz5jQbGxtjdna2qnXr1prBgwcX3mwBRahqvQBITU017d69u9fo0aPz1q9fb52WlmZ27NixJFmW6dq1q+fWrVstLS0tjRs2bLBJSEg4odfradGihTYoKKgc4MMPP7QDmDRpUs6t7mvKlCmOoaGhxWvWrEnPzc1VtmzZ0jc8PLzYycnJsHfv3lQLCws5ISFBPWjQoGaJiYlJy5cvb5CWlqZOSUk5npmZaRIQEOA3YsSIPIDIyMim+/bts7rxGv369cufMWPGhdTUVDO9Xi+FhIT4lJWVKV588cVLY8eOvW45gcjIyHw/Pz+tTqfLVKvV8ooVK2wXLVqUcfjwYbO1a9faHDp0KFmtVstDhw51WbhwYaOxY8fmzZkzJ8vBwaHSYDDQtm1bnwMHDpi3bt36MoCZmZkxLi4upRb/i+/oTkmDUpbl/KufBwKfy7K8DlgnSdLR+xGAIAiC8NdlZmaSmFi1DpCpqSmdOnW64zk+Pj5YWVlRUlLCxYsXyczMpGnTptcXOpkMQ3pBdjq83BRJl07113fzVv9RrF1bL35kAI0Si6iUFKi9Kni55TxGTeiGVT0XfBznkNPAncrGeyF9Fb98l87Bp9+mVUgTMGnBZUNzRoz4ge+++43Ro4NJTOzJeysVNF6QRuRE6NIFFm9ph2Ta7i8/o8DAxixeHM6ZM4W8//5+hg1rSZMmTe66nm3bqqZa7dnT66bHvbwaERBgz/r1ydclDevWJeHnZ4ePj+1fuwFB+AcICAgo8/Dw0AP4+fmVnzp1yrS25xqNRikqKqrJ/v37LRUKBZcuXTLNzMxUubi43LLPTHl5uRQREeExd+7cs97e3lc+/vhj+z179lhrtVrt1eOK5ORks5KSEkXPnj0LraysjADdunUrrK7jdslCtV27dllv3769QXR0dGMAnU4npaWlmbq6uuojIyNdT5w4Ya5QKMjIyFAD7N6922rAgAH5KpUKNzc3fZs2bWpWbV68ePFtkzCDwSAdO3bMYu/evallZWWKRx99VNOhQ4fS5s2b66rLWFtbG9u1a1eyevXq+gEBARVXk4zLM2bMsEtMTLQIDAz0BaioqFDY29sbAJYtW2azdOlSW4PBIOXk5JjEx8ebVScNw4cPv/vZLm7hjkmDJEkqWZYNVA2EvrZLUl2uJi0IgiBw/VSrHTp0oF6920xsd76qeUDp1ISWLVuyc+dOoKqL0nVJw84fq1oYTE3hg0Fwajlbt0H9tv1Q9BhEzPSBQFXXBI+A7lSi5GizFvRqXcbzzrkY+YKff0uj++POSI2LGPtFOZWZDnQI78W5hK107lXOxo2d8fe3p3fvr/ntt0w++uhxxo9vw9GjEsHB0L8/BATAunVVYdwrSZKIjg4jKGgR06btZMGCJ+66jq1b03B2tiIgwP6WZfr18+W993Zz8WIpDg6WXLxYyt69GUyb1uFewhf+4+6mReDvolar5erPSqUSg8Fwk+bJm1u0aJFNXl6eKiEhIUmtVsvOzs4Bly9fvm0X+WHDhrn26tWroE+fPiVQNQlDVFRU9sSJE6+bouy9996zv2lLaS3JsszatWvTAgMDddfuHzdunJO9vb1+3bp1Z4xGI+bm5jXNm7e63p1aGpo0aXLF1tbWYG1tbbS2tja2bt265NChQxbXJg0Ao0aNyp0+fXpjb2/viqFDh+ZejVPq379/3vz587OuLZucnGw6b948h7i4uCQ7O7vKiIgIt4qKippnW51M3Q93GtPwLbD76jiGy8BeAEmSPIGi250oCIIg/P1qNZ6hrAzemwzB7hDYFHq2I8T0j3/+a8Y1yDJ8Hg1P94AmLuS+PQlj2nK2W/qQEjGUQx7tmfD+J1T3Zfb2cSWtay8+7fkSA3uH8bz301BvLMdPdyQnR0+XxwOJy7RgzQp7MEjMfMODX355DlfX+vTosZKWLb/gyJELrF3bnwkT2iJJEkFBEBUFHh6wZUvVWgn3S0CAA2PGtGLRoria1Ztrq3qq1bAwz1u+MEBV0iDLsHFjVW+ADRuSkWWIiBBdk4SHn0qlknU63Z/+ghQVFSltbW31arVa3rRpk9X58+dv+1XAzJkz7UpLS5UzZsyo+Yvao0eP4uXLl9sWFRUpAM6cOWOSlZWl6ty5c+nmzZsblJaWSgUFBYrY2NgGdxNzaGho8ezZsx2q/13bt2+feXXMjo6OeqVSyYIFCxpVVlYC0LFjx5I1a9bYGAwGMjIyTPbv31+TJCxevPhccnLyiRt/qu/jqaeeKvztt98s9Xo9JSUliiNHjlgGBARcvjGmzp07l2VnZ5tu2LChUWRkZD5AWFhYcUxMTMOsrCwVwMWLF5WpqammBQUFSnNzc6ONjU3luXPnVLt27bqP/2pe77atBbIsT5ckaQfgCPwoy3J1lqmgamyDIAiCUEcMBgOxsbE12zcdz/DjZnj9JTiXAYOfAzcP+OE7Qg7/WlPk9+/Xw9gx8MkM+Ppzylu1Y9MVFa32vs+PLv05qdOCUUJfkseRI4drzrvw2vukeXXlQ5c8hlia1OzfseMMAJ07uxPxbTHKU9a4anS0aW2OJFmxZ8+z9Oy5ktOnC9i58xkeffT6rkKzZ8PHH1fNXHS/vftuJ779NpGXX97Knj0jbpsAXOtWU63eKCDAHg+Phqxfn8zzzwezbl0SXl42t22dEISHxZAhQ3J8fX21/v7+5Rs3bjxTvX/kyJH5PXr08PT39/f18/Mrd3d3r7hdPfPmzWtsYmIiazQaLcBzzz2XM2nSpJzjx4+btWrVSgNV4yRWrlx5pn379uV9+/bN9/f393N2dtaFhITUjLOozZiGWbNmnR81apSLRqPRyrIsNWnSRLdz5860qKioSxERER7ff/99w/bt25eYm5sbAYYNG1a4Y8cOax8fHz93d/eKkJCQklvVfaNHHnmkomvXrkUajcZPoVAwbNiwnFatWt30WfTp06fg2LFjFnZ2dpUAwcHBFVOnTs3q0qWLt9FoxMTERI6Ojj7bpUuXMn9//3IvLy8/FxcXXXBwcOnN6rsfpD/ygIdHy5Yt5bude1wQhP+2srIy4uLi8PDwwNnZua7DqZVffvmFxx57DICmTZuSkZGBVLEOVO6Q4wBTXoXN68HbFz5eBI8EgUoNShMy9+6maYdOAFhKUPgYKH0h3dCQn09dwbRVJ9LrBVGJCiQZb284dmoVs6ZWfYOucHbGuPUM012P8bJ1Y0yxwoR6KFDSq9e3pKTk8sKC0YxfaArr4MOPZCZO+OMFvbLSiE5XiYWFyZ/u6+/2xRdxjBoVw8qV/Rg8OKBW50yZsoOPPvqV3NyJN5056VqTJsXyySf7SUp6CR+feUyc2JaZM7vej9CFh5QkSXE3LmAbHx+fHhgYePPVAoWHXmhoqGdUVNTF3r171zopuR/i4+NtAwMD3W52TIxLEAThP0+WZfr168ePP/6IQqGgW7duPPvss/Tu3Ru1+q5m73ugbuyaJBkSoHAA6E3hOQWkyPDmDBgzHs7uhrluUM8BBm3AuX0HHB0dyc7OplSGqNkjUHn74PZLFiVHGlBpqPr1UF+bR5/mG3GzzuD/PvpjIK+x/1hebboKT+u1bL0mpsI8B7bvaIrSW8v4VaY0zMmlWNmIYUOv/0ZfqVRgYfE3NCXUwnPPBbFoURwTJ8YSHu6DpeWdB01s2XLyllOt3qhfP18++uhXRo+OobJSFl2TBEGoteoZnHx9fcsfdMJwJ3XzL7YgCMI9eOONN3Bzc2PhwoX3pb7ffvuNH3/8Eaiag3vbtm0MHDgQR0dHxo4dS1xcHP/EVtk/TbVaPBHKlJCng0+NsDcWXpkMv30My7tXJQxll2BRK6SUTddNvZq4Wo/1/CsUHrSl0qCixMuc4tEmuIc7Yuc4hDmnZxB/+OqXnqZqPnghkrkNhtKNTwiRX0OfMpklCz9lTORU9JeNODW3Ydrz36BIqccTT0g0bnxj9HVHqVQwb15Pzp8v4YMP9tyx/PnzJcTHX6Rnz9otIBsS4oyTkxU7dpzB1bU+wcG3X/tBEAShmq2tbWV6enri1q1b/3EL3YmkQRCEf5WkpCRmzZpFRkYGL774IitWrLjnOm+VfBQUFDB//nxatmxJYGBgzWxD/wQXL17k8OGq8QUqlYrObY1w5UeYb4CEcdDQDMyfh7VPwo43IWAQjP4dXjhEpY03p7+Jwlr+o+dD6a4UFFdkXBvKeIacQD9YJrOxB0vUHgyxDmTu53+0agT2GcibPnZISOxPdOeJtzsx9KO2HDjhQmuzdAAOzGlNq0uDybtoznPPPdBHUyuPPtqEZ54JZM6c30hNzbtt2eqpVnv0uPlUqzdSKCT69tUAEBHhW+txE4IgCP9kImkQBOFfZfPmzddtP/fcc+zevfsv15eXl8d3331Xs71+/Xreeecd3NzcriuXkJBAjx49OHv27F++1v1U3TIC0LZtG+or3oaLavjVFQbNAuaAPhk8tkLP2VT2WUbSqbOs/zmOj4sjWK58Buo3q6kjvyCfEU+2oZ9iLuZdKwgnj+X0YSahPJ7jwPnVB2rKfj5+LABlOhj2JegrYckIyPoI1JfO0KJFYxo1smDuXLC3h549H9RTuTuzZnXFzEzFa69tv2252ky1eqOhQ5tjaqpkyJDm9xqmIAjCP4JIGgRB+Fe5MWnQ6/X06dOHpKSkv1Tf119/jU5XNUV2cHAwffv25e233+bUqVP8/PPPDBs2DHNzcwB0Oh0fffTRvd3AfXLdeIbOtmA4Dh/qYMwbkLQWvngZfq1Pjrkd2y+lM2fuXL777jsSEhKoqNDRwDwHj15/TCd+NiODrKMLWNh3JAcvdyK1YBqf5qn55pIdX8z5DePVZ9SqVStCQloBsGg35JbC0mfh2fYgGfX8+us5Ond2Y+VK2LkT3nkHTB78WOdaadzYknfe6cSWLSeJiUm9aZnaTrV6o0cfbUJx8es88ojomiQIwsNBDIQWBOFfo6ioiF9++aVm297enkuXLlFYWMgTTzzB/v37sbev/bfBsiyzaNGimu0XXnih5rNCoSA0NJTQ0FAGDhzCk09WrYHwxRdfMGXKFBwd/76XwcOHDzNjxgz8/Px4/fXXa5KWapWVldct6hbWfg+69EboKqyo8DhAaeJPpGr6crJIS/4a/dVS5ZjbG7D1qaCx9a9U+ljypVUkjb02cuFkJgZDJe3MJ0NRm+tW4ZEqK5G+/qxme+zYqlaGy1fgo+3QWQNtr3b137fvHDpdJSEhzXj5ZWjdGkaP/lse0X0zdmwIX3xxmJEjNxIc7ERlpRGjUcZolKmslCkv19dqqtWbUavFr1hBEB4eoqVBEIR/jdjYWAwGA1DVKrBlyxYsLCwAOHPmDOHh4ZSXl9e6vt27d5OSUjWFqLW1NU8//fRNy5092w2o+nZdp9Mxe/bse7iL2/vpp5/o0KED69at47333uPRRx+tiRFARua7uBnk5VX1w2/YWM3J0Db80KYdW1a1YFWRBSvSR3DghBf5WXoUppXYBeXRYvh+Wg1Kw873APmPNGa51RAako9N8B9JVoezs1jsuovD7nDGE9IdChm94GWM56u6ZNna2jJgwAAAFv8CF4pg6pN/xP7zz2dQqRRs3epKfj58/vnfs9bC/WRqqmTp0t54eNhw6VIZBQUVlJZeoaLCgNEoY2FhwlNPaQkLu/ukQRD+7YKCgjR3KjNw4EDXuLg4M4DXX3/9uikPanO+hYVFEEB6erpJWFhYszuVv5Nx48Y5vfXWWw63KxMTE2MVGhp6X/5SR0REuH311VcNa1N22rRpDhqNRqvRaLReXl5+SqUy+OLFi8r7EceDIL4GEQThX2PLli01n3v27ElwcDCrVq2iT58+GI1GDhw4wNChQ1mzZg1K5Z3/Hb52APTQoUOxtLT8U5krV2DWLAmYCvQG4LPPPmPy5MnY2dnd8z1da/369QwaNIgrV67U7Dt27BgtW7Zk0aJFDB48mHPsZcO2lTXH23aph2/GGfRHFPyS1pWCy1WLgTZxceKRoGD8tP6Ymii5ktUT08urkIF3dQupNDOnQX5rTjTTA1UDqtUJGTxbrwPGykoWL17Mm2++SW7uH4OlR44ciZmZGVcM8H9boZ0ndPL5I/4dO87g6+vMsmWmTJwIzf8l3flbt27Cvn3/wNHaglDHjhw5knynMqtXr86o/hwdHe04a9asmlWca3N+NTc3N/22bdv+cTMG3U/vv//+xffff/8iwDfffFM/OjrawcHBofJBXNtgMKBS3dtr/z/8OyBBEIQqRqPxuqThiSeeAKBXr15ER0fX7N+wYQOTJk26Y32XLl1i/fr1NdvPjR5GPF9RzvVrKS1bBmfPgpNTL0xNAwEoLy/nk08+uZfb+ZMlS5bQv3//moTBwcGhZo2I0tJShgwZQuSoZzlw+XOObyuuOW9om3wsV5XxU0IvCi7Xp1GjRrzwwgtEPvs8QS0ewdTUFMMVA8sH5HDiR1O+N32HODMbKi48zv8u+tDx0dY1daUfLOeXvfto1aoVo0ePvi5h6NKlC1OnTq16Jr9CZgFMexKqu/kXFlZw6NB5srPdcXWFt9++r49HEIQ6UN0KEBMTYxUSEuITFhbWzN3d3S88PNzdaDQCEBIS4rNnzx6LMWPGOOt0OoVGo9GGh4e7X3t+UVGRok2bNt5ardbX29tbu2LFigY3XislJcXUy8vLD6paL6q/kW/YsGHg+PHjHaHqm3p/f39fb29v7WuvveZUfe7kyZMbu7m5+bdt29b75MmTd7W4TnFxsaJ///5u/v7+vr6+vjWxpaSkmAYHB/totVpfrVbrGxsbWw+qfhcNHz7cxcPDw69Tp06eubm5f+lN/Ntvv7Xp379//o37586daxsZGdm0env27Nm2I0eObAKwYMECm4CAAF+NRqMdPHiwa3XL+5AhQ1z8/f19PT09/a59Ls7OzgETJkxwDA4O9lmyZEmtWkNuR7Q0CMJ/zOHD2RQUXKZLl3tuBX6gDh8+zMWLFwGwsWnE3r16PD3LadTIgpdeeolTp04xd+5cAObMmYO7u3tN//tqhVSwiuM8iRcrv/oKvb6qv3/btm0x+h5n4ZJ99HwqlSesP0CBEr0eZsyAVq1gwACJiRPfBKq653z66adMmDCBhg3v+d9h5syZw/jx42u2vby8iI2NpaCggAEDBnDy5EkAlnyxlNjfrMk6UQpUdf1pVNmS5RU9kRUKvLy86NevH2Zm1y9A9uOECaT8lsLbZ9+h8AOwfLkJFzvXZ4IdvNcskPomJuj1ek6ePEmHDh2uO9fFxYXXX/+Ynj2fol49Cb0BZm6BVm7Qze+Pcrt3p2M0yuTmurN0KdSrd8+PRRCEaoXPNcWQaHFf61T5l9NgybnaFk9KSjI/evToaTc3N31wcLAmNjbWsnv37qXVxxcsWJC1dOlS++Tk5BM3nmthYWHcvHlzmo2NjTE7O1vVunVrzeDBgwsVt+i/WN16kZqaatq9e3ev0aNH561fv946LS3N7NixY0myLNO1a1fPrVu3WlpaWho3bNhgk5CQcEKv19OiRQttUFBQOcCHH35oBzBp0qScW93XlClTHENDQ4vXrFmTXr2wWnh4eLGTk5Nh7969qRYWFnJCQoJ60KBBzRITE5OWL1/eIC0tTZ2SknI8MzPTJCAgwG/EiBF5AJGRkU337dtndeM1+vXrlz9jxoyaFpiSkhLFnj176n/55Zd/mo4vMjIy38/PT6vT6TLVarW8YsUK20WLFmUcPnzYbO3atTaHDh1KVqvV8tChQ10WLlzYaOzYsXlz5szJcnBwqDQYDLRt29bnwIED5q1bt74MYGZmZoyLi0u58Tp/hUgaBOE/RJZlBg9ex9mzRZw8+TLOztZ1HVKtXdvKUFTUlIkTdzBjxj7eey+UF15oyUcffUR6ejobNmwA4JVXXsHJyYl+/frVnLeMY/xMOruN6fzy+R+De0eMHsTy1b+yMNKVuJhC3NatJkAazIoVkJ4On34KjRoBRNCkiS+ZmUmUlJTw6aef8tZbb/3le5JlmWnTpjF9+vSafS1atGD79u3Y29vj6urKoUOHGD16NKtWrQLgXOIfrQxezRrya8GToIB27doR2jkUncLIWYq4RBkXKeNEyhHi25my4+A0Lh7WIzk1pOzVH3HyPUq7GaGY9fahRYsWHDx48LrYzM3NmTx5Mq++OpGgIAuiomDqVHDuAGdy4X9P/9HKALBu3RlARd++TbjaCCQIwkMkICCgzMPDQw/g5+dXfurUqTsvpX6V0WiUoqKimuzfv99SoVBw6dIl08zMTJWLi4vhVueUl5dLERERHnPnzj3r7e195eOPP7bfs2ePtVar1V49rkhOTjYrKSlR9OzZs9DKysoI0K1bt8LqOm6XLFTbtWuX9fbt2xtER0c3BtDpdFJaWpqpq6urPjIy0vXEiRPmCoWCjIwMNcDu3butBgwYkK9SqXBzc9O3adOmZtXmxYsX1yoJW7VqVf3g4ODSm3VNsra2NrZr165k9erV9QMCAir0er0UEhJyecaMGXaJiYkWgYGBvgAVFRUKe3t7A8CyZctsli5damswGKScnByT+Ph4s+qkYfjw4QW1iak2RNIgCP8hO3emk5JSNYB22rSdLFnSu44jqr21a7+v+dy8eXs++mgYM2f+wssvb2XhwkP8739hrFixgs6dO3PgwIGrCdJgYmNjeeyxxzhJPj+TTmfc2PnTT2SeruqG27BhQ3z6X+azpxqgUkoc3NCAOdE7mf5Sc6ZP9+eRR+CJJ6rGNpiaKmjefAqZmcMA+OSTT4iKisLa+u6TL6PRyNixY/nssz+Sl8cee4xNmzZRv379mn3W1tas+GY5DqE5LHhlJ3qdseaYY5NAZAWUhjdjRWA5n7EBA8brrkNTHcffduDCgcug6Itc7E/w6BOc3riLvn1X4+TlRP1GWuCPpGHAgAF89NFHuLi48PnnVYlThw7w1ltgague4fBk4B+XkGVYv/4MSqUr8+aJXyuCcN/dRYvA30WtVsvVn5VKJQaDodZzEC9atMgmLy9PlZCQkKRWq2VnZ+eAy5cv37aL/LBhw1x79epV0KdPnxKo+pIlKioqe+LEidf1IX3vvffs72UBRVmWWbt2bVpgYKDu2v3jxo1zsre3169bt+6M0WjE3Nw8uPrYra5X25aG7777zmbAgAF/6ppUbdSoUbnTp09v7O3tXTF06NDcq3FK/fv3z5s/f37WtWWTk5NN582b5xAXF5dkZ2dXGRER4VZRUVHzbKuTqftBjGkQhP+QhQsP0bChGWPGtGTp0qMcO3bxnus0Go188sknjBw5kgsXLtz5hLt05UolEyduICHhKACSpOCnn96lS5dmxMYOY8OGgZSX6+nadTlDhmwiOvprvLyqVu7V6XSEh4eTeDyRLzlCA8x4niDkhb/X1B/wTGeSy34nYbsVUepfeNIfVkx0Zvz7ezh1qupFWZJArYaWLaGw8Gk8PDyAqhWjr33pr63CwkL69u173bk9e/Zk27Zt1yUMADoMxEibUY3qRPdf3sXSo2pyEoVCgSbYj8uPN6RRYDNa4kg43jxDc8bzKNN17ejc5X/Idl9xavVlcGkPcnMoUJB4wp/yXmOQHgvn/PkykvY3BBMvsGvPix/uYtWq1bi4uHDlCkyfXjV16q5dMGkOXLkMaUtgzBgoLKyKceHCUsrKcnjiCTecnBAE4T9KpVLJOp3uT2/URUVFSltbW71arZY3bdpkdf78+du2UsycOdOutLRUee2Ldo8ePYqXL19uW1RUpAA4c+aMSVZWlqpz586lmzdvblBaWioVFBQoYmNjG9xNzKGhocWzZ892qB6jsW/fPvPqmB0dHfVKpZIFCxY0qqysahTo2LFjyZo1a2wMBgMZGRkm+/fvr0kSFi9efC45OfnEjT/X3kdeXp7y999/txo8eHDhrWLq3LlzWXZ2tumGDRsaRUZG5gOEhYUVx8TENMzKylIBXLx4UZmammpaUFCgNDc3N9rY2FSeO3dOtWvXrvq3qvdeia+EBOE/Iju7hA0bknnllRCmTu3At98mMnFiLNu3D72nehct+n/2zjo8iutrwO/sZuPuIU7cCCEhuAQNLsHdvVixUkNapEUKxd3dXRukOAFCEhIgQCAJIRB33fn+WAhQpFCj/X3zPs8+7Nw5986d2WVzzz22lFGjRgEQHx//Wv2AP8ulSwn07buPqKjjgGqTq0aN6hgbGwOq3Z7Wrd0JDnZm7twLfP/9WQ4dukv//t+SlfU5ycnJZGRkUC+4ERXPf8VY22AyHj/j4L4DZdeQD6zB+u3F1K6Tj17NanR4GMsjPNg+LR9Hr0e0aGkLqP4GVq8OP/+sxk8/fcHgwf0AmD17NsOGDUPnA534IyIiaNu2LbGxsWVtXbp0Yc2aNSheqYJ2gQROEkc4TyhCiUIsT9Wi6/h178rN67F4mKgzbvs6ls3Jxm/059T7/nvUNF7G/+3/bACXT6VwgK5QyQ2u1cO8Jniowa0ouHdQhp6eH/n5PixZGsa0adZkF8Di65V4vBDW9IEt61RB4MuWqawJhzLAfRgEF8L8+bB3L0yfDhMmPABg4sT/VpyMhITEX0vXrl2feXh4eHp7e+ft27fvwYv2fv36pTVp0sTZ29vbw8vLK8/R0bHgfeMsWLDAUqFQiO7u7p4Affr0eTZu3LhnUVFRmpUrV3YHVZzExo0bH9SsWTOvTZs2ad7e3l7W1taFgYGBZXEWHxLTMGPGjMcDBgywc3d39xRFUbCxsSkMDQ2NHTly5NOQkBCnPXv2GNWsWTNbS0tLCdC9e/eMkydP6ru5uXk5OjoWBAYGZr9r7LexceNGw1q1amXp6+u/1wLQunXr9Js3b2qbmZmVAvj7+xd89dVXifXr13dVKpUoFApx/vz5j+rXr5/r7e2d5+Li4mVnZ1fo7++f875x/wyCKIq/L/UfIyAgQLx69eqnnoaExL+K7747w9dfh3LnzjBcXEyYO/cCo0cf48iRrjRu/DJdtVL54bn1Hz58iLe3Nzk5L3+joqKieO5y+qdYs+YGffrsxdpaH0fHE5w9q4ppmD59OhMmTHhrn8ePsxk79jibNkUwY4YX333Xu2xuJl72xJwNY/GCRWVxCDWq+tD8l3rcmWCCvfErv98ihN+E+2mwPTQAF0HlpL97N7RtC2fOFNGtmwuPHqli2ObOncvIkSN/9542bdpEv379yM/PL2v7/PPP+eGHH3g1IPAhmQznKGZoY0cyhmIYwYvOsjejKXkl2tgZ5dFtxlxk/YZzNK2AKwsXYunnR8imTZi6u3NzwwZ+GjaFtSW9UFoboyjuQ8ljda5FQlGaynIwebLKivKCW7eeUbnycqycyxEX2ANbAxn5m6G8PZw7B3uuQ9tFsLE/dKkCYWHQvz9cvw6wFz29GNLTxyKXSwZsCYmPRRCEMFEUA15tCw8Pj/P19U15Vx+J/22CgoKcR44cmdyqVauPUkr+LOHh4aa+vr4Obzsn/bpLSPw/oLRUybJlYTRoUB4XFxMAhgypTPnyRowde5zSUiXZ2dC0qWo3/UP2EkRRpH///q8pDMBr6U//KL/++ogBA/ZTv355wsMHEBFxvuxc06ZN39nPykoPU9M2gBGrVmWxa9cu5M/zUqdGPaRtqzYsX768TL5qfTVKF2hjb6ykQIS45qYYPY2jVCnD1xda1oYl008Tlx7F7mvg9/xP+pUr6owfP75snB9++IGCgndvnBUVFTF8+HC6du1apjDo6OiwdetWZs2axW8ziOwiBk3U+IJyuLOPSr88ZE+6SmGw0oqn251kFGpqyD8bR9MFC+i0bx+Zjx6xtFIlTk+dyrwflrNWbzBKDQU+QZ0ofqBO90FQ0RkCA1WKz6xZ8OyVvTdPTzOWLGnGvZsP6aoIJSMckh+Df2vV+akHwMUCOqpq3OHvD5cvw/z5IiYmD6hf30FSGCQkJCT+JCkpKXIHBwdvTU1N5T+tMPwe0i+8hMT/KKIokpyczIULFxg7dg7x8fspLd1FnTp1aNWqFYmJj5g+vT4REU9ZtCicBg3g8GG4dAkiIn5//FWrVnH8+PE32tetW0d6+h9P1vDwYQZt227F0dGIbdvaERV1jYznzvM2Njb4+Pi8s+9338H8+QLa6r7cuRPPo7PX8F85oOz82bNniY9XxRMa6ijQVjShJE+DxERomLcTpauCvc6t+PnnzzC4nYNMBvrFOqyev5PFG4+x6kox5cvD+fPQp08frKysAEhKSmLevHkkJye/VpgN4PHjxwQFBfHzzz+Xtbm5uXH58uWy6sqvkkwuZ3hEQ+y5w3KEezqcP+dNfqk25XTu0MzMH8X29dBrMJipqjm7tWjB4Js3satRg/m/RrJaqxfK5FwGfteRiF2G6BrD0hmvP6fcXFU62Vfp3t2Xfv38WLf4V2TX72LoAAtuQ62ZcP0RfNEEXtUL1NSgWbMMUlMzqV/f8Z2fi4SEhITEh2FqaloaFxcXefjw4X9doTtJaZCQ+B8jPT2d4OBgdHV1sbS0pHr16sydOxYIJTR0D2fOnGHfvn3UrFkTDw8lfn7WjB79CzduFLFsmSrod+fO918jMTGR0aNHlx2PHj0aX19VOp38/HxWrFjxh+aek1NEy5ZbKCoqZd++ThgZaXHw4MGy802bNn1n1opFi1TuNgObrGL2mC20aiWw5rQuLpX8+aLZm3FhXhUDkaPOg8hcLhzOI6jnt/SNfsyVFUFoaGQy7Ngcuj1LIva+HBkiNfQvcOPyLwQEqtx1NDQ0GTt2bNl4EyZMwNLSEg0NDXR0dMoUHB8fH86ff2kpadu2LZcvX36nC9debiNDwJNYniZmELvJnnxRGwfT2+iffYz1ip/ByhrGvl49Ta9cOex2H2W3aU/Ey4/4cmZz1u6zg2cwZya8WrrBwwN691Y9s4cPX7/+/PlNsLa2IC11Nz9PzeS7NnDhHjiYQreqb8735EnV3zVJaZCQkJD43+aTKg2CIAQLgnBbEIRYQRDecFIWVMx/fv6mIAiVPsU8JST+S8ydO5ejR4+Sl5f3XrmkpCRq1arDo0emlJTk0LXrBfr3h1q1VEpDUQnceARrzsHILVD3B+i2XGXBGDhwIFlZqnoBzs7OTJ06lREjRpSNvWDBAl5UqvxQlEqRHj12Exn5lK1b2+HmZgrw1irQAIjFZW83b4Zhw0R6N19HuSoPSVa3xM9PpEG9FFx2xqMeMJJaNSu+dj3/yn7Y219n7Q4dug1rgeAVwpMHX5F9ywDHHx9yzt0Ik91bOVbYlY2bVIqKiyKKAmORJ09Ui+2BAwdiZmb2xr3k5eWRmJhIZGQkaWmqrHoymYwffviBHTt2vDNFawYFHOc+FVFyN34vCWudKFJq4mp7h/Qft9HE2g7uRMOc5aD3+hhPSqDlz+GIm64waEQ19qdXpOgiuLhBn95vXuvbb1UK4qRJr7cLgoLi4vbI5aUsXryTcY1Lufo1HBkJit+kzrh69TE//3wZKytd3N1N33pPEhISEhL/G3wypUEQBDmwEGgCeAKdBUH47dZbE8Dl+WsA8PG5DSUk/h8hiiLbtm0rO9bX18fCwhnwZNCg4SxevJjVq1eXLVozM9NJTe1GhQrFbNt2jo2hORRYQ1QU6HQFvynQezUsPwNxqbDxEsxbsvG13f+VK1eira1N586dMTVVLRwfPXrEvn37PmrukyadYvfuGGbNakjjxs5cvgzVqj0i4rmvlLq6OvXq1VMJ5y6EJ1qQUoNDO7fRo0cp3VtuxD7gASIyHAKrk+ZvS1gYJCToIQgiQfVaUrlyZRQKBbXrVada/xSS7uYC0LHZEZSleXz3vRoubsXYtI8ndPlA+vgtIU3bhmbt6pKVBfpq2cTkJwEqFyVtbW22bt1KnTp1cHFxwdTUFLlc/sa9mZubc+LECcaOHftOSwnAHiIoohSj+yeIX+dESbECD8doSjYdws2+Cvq7NkLn3lCv8Wv9SkRodugxWZMOUiXIkRLfBtz8BZQZ8ONMeMuUsLWFzz6DdetUn/cLVqyAp09NmDChBefPxzNx4kn87MDN8qVMbGwaHTvuoHLl5SQl5TB/fpP33peEhISExH+fT5lyNRCIFUXxPoAgCFuAVsCr5cdbAetEVYqni4IgGAqCYCWKYtI/P10JiX8/t27d4vZtVbV4HR0dHj5MwMVlCa1b27F4cccyOUGoQO/ewYjiMyCXW7d+oKS0Ld2GnMKoRjNAoIYChgyEirbgZA7RSeAz9glfjh9eNs6wYcOoXbs2AJqamgwcOLCsuvG8efNeq8b8PrZti2Lq1DP07l2RkSNVPjBz58LFi4fLZOzt61JcrAuFxyFrOClZNYmJtKFd92Z07bweR6eHCIJIon9lJtk3xFj7GVYFszm6RgHiOGY1/ppmeXl0m9oO06GF1NOdSKODp6laOZGs5IPU7N2GiAh/Nq5NQKewlEmprblhVZnpwgT6mx9k4Lm2+HjJsDaI4aFWOc6fhy5dICgoiKCgoLJ5iqJIdnY26enppKenk5+fT6VKldB4JR3q24jjGge5g8v1BNL2WyOK4O0UgYdcjZ0nM+gU8BTMLGDqHHZfg8hE0FSoXruf5HJtxFZ0jXSp3z+EaUdl6N6CCtWhZct3X3PCBFU61S+/hD17oKBAlUK1Vi2YOtWb9PSHzJp1gVq17GnZ0o2nT3OZMuU0S5eGoa4u5+uvazNmTHX09d9/bxISEhIS/30+pXuSNfBqhcOE520fKwOAIAgDBEG4KgjC1WfPfrdquITE/yTbt28ve9+sWTMOHYojJSWPwYNfZvILDYWhQythY3MWS0tbAEpKikHcDreXEzR8F5UDRXJioENlcLVUBb96WoloXBlCXrYqyNnBwYHp06e/dv3Bgwej9jxb0ZkzZ7hx48bvzvnatSR69dpD9eq2LF7cDEEQyMlR1QCwt39p0bh7txm2tkpGfXaX6bu/w2zCaZp0WUznkC04Oj1ELpRwp44jyxyb4WAQS06BHtEd+1BUUoxC/zpTw8fgvLoGtuNEbHQrkBptSXh4Kpo6ranUOJy7DxxZ81NPOjcoj8vD6URu8sXSLZHBkxdi0iGSchYq330/wyhEM/j13NvvRxAE9PX1sbe3p2LFilSrVu29CoOSUiLYwBpxOya/pKO3rwBRhOoVztGysQcHhh2nta8LirhYmL2UU0mGtF0E3+yFcTtg+EYloWN3QkYuOVU7MO2kDg7JkJMOM2eqXJDehYkJjB+vetbnz6sUiMePVelYBQHmzGmMv78VPXvu4YsvTuDkNJ8lS67Sv38l7t0bzpQpQZLCICHxP4yfn5/778l07NjRPiwsTBNgwoQJlq+e+5D+2trafgBxcXGK4ODgP13sZfTo0eW++eYbi/fJHDhwQC8oKMj5fTIfSkhIiMPq1auNPkQ2NTVVXq9ePWc3NzdPZ2dnr3nz5pn8FXP4p/iUSsPb/pT9NtHjh8ioGkVxmSiKAaIoBrzNx1hC4v8DO3bsKHvfrl07Fi++ipOTEQ0aqH6H4+JU6TYdHGD4PDeKmv4KBq7PeyhB3MeRkOWUq3yCsLCb/PLLbR4+fEhycjIbN26gMHZ32fgrVqxAV1f3tetbW1vTrl27suPfS7+anJxDq1ZbMDXVZteuDmhoqBSOffsgP7+A5OSTZbL79tSiTZP9LFjdn4nDJqBxIp923XZh55yAmrqS680qsNGsJxVNruFbLoxtVueo6pwO5U0p1L9ByhNzFk0bihq6+Ig9+fbbSEDg1ClP+vYVuH1bj54DQyjW30v33ZfQVQj49g1j49NOFPeBpuIZCgtBnzR0bNO5eRNy/kQJneK8PA58NYi98b24XryPzF0WWJ1NBURy8rXoM2IzDet3oThDF+8n96F9N4rqNWfIRnA0hcyfIXwOKEpPQtIDvpvdnIiF5TgxFNIvQPPmULPm789jxAiwsICxY2HGDKhTB14YTjQ01Ni2rT2iKDJjxjmCg525dWsoixY1w9JS9/0DS0hI/Oe5fv16zO/JbN269aG/v38BwPz5860+tv8LHBwcio8cOfKvyxj0V/Ljjz+aubm55d++ffvWmTNnbn/zzTe2BQUF/4hv58fGGb6NT6k0JAC2rxzbAI//gIyEhAQQHR1N1HPndC0tLezs/Pn110cMGhSATCZQWAgdOkCJEmgAYw+Cp6sdm04ewaSSU9k4ebFH2buwEeBL/fruODg4YGlpSY8ePcpk2nQeQP369d86j+HDX7ovbdq0ifdZ/r7+OpRnz3LZt68zFha6r/QDU9PTFBSogrldXV1pUesL1s9vx7cLb6Hrn8PA3stxsHtIdqkuR9zqs0urPS4m0VQyf8xnt8x5FDCIRnWr0qxSCSUPUxE7Peb8ngqEjl9O12b2bN8eia6uA+fP67F0KRibKECzJV8ebsm1eH1W91LQwdCGoxUbcifEk8bnH5GQqPrRreUfhaiEcxc++mMCoLSoiJUDezOk+3i6pi4mdHlTDCMzKVIq2LitK7NmjiPB3ITTd9z5VnaPUZqLyP9qHrOPqdzEFnQBhQa0XBNF8brzdBsQwJcjKuJsAtuXQlbWm+lU34WOjirr1PnzkJT0ZmB0+fJG/PprH8LCBrB9e3tcXf9TG2MSEhJ/ghdWgAMHDugFBga6BQcHl3d0dPRq2bKlo1KpKogZGBjodubMGe0hQ4ZYFxYWytzd3T1btmzp+Gr/zMxMWbVq1Vw9PT09XF1dPTds2GD422vdvn1b3cXFxQtU1gt3d3dPd3d3TyMjI9/PP//cCuDrr7+28Pb29nB1dfUcNWpUuRd9x48fb+ng4OBdvXp117t3736U+TMrK0vWvn17B29vbw8PD4+yud2+fVvd39/fzdPT08PT09Pj+PHjOgBKpZIePXrYOTk5edWtW9c5JSXlg139BUEgOztbrlQqycrKkhkYGJQoFIrXNsPnzp1r2rdv37K17+zZs0379etnA7Bo0SJjHx8fD3d3d88uXbrYv1AEunbtauft7e3h7Ozs9epzsba29hkzZoyVv7+/26pVqz7IGvI+PmVMwxXARRAERyAR6AR0+Y3MPmDY83iHKkCmFM8gIfF2dr6SJ7Vp06asWxeNhoac3r0rAqqd5CtXwLQVpMlh8wDwr5zGFOEmDUO/436Ln7l85vw7Rn8FHRu82/z4ztNVq1alcuXKXLlyhcLCQpYtW8aXX375hlxiYhZr14bTr58fFSu+tGinpMDRo+Dre4iU57VQGzXQIpFwHhc0ZnmMPgOaL0OfHNSNitmT3Zl7h8thrveYoR7Z1D5QxP7WrdC3saHHL78wJrAG1ifmYpp5iXsN7Zj7I6hpPgHSmDijOtWqvZzT8SiYdRQG1YHWfpCPD+eV8SxqM4g5t0djfDcOcKaS3Vn2UZPFW6Fxw99/ZK+iLC1lV7durOzehbwsXUacWIZmUTZZWXps2doBR4cHtBq3h4gH6sQ6mXDvaWvmnRrA0gAo8YY2raBpBWj7y1MeTtiLexVberYPpl8/2LEDMjNVlZrfU87iDfr3h3nzVMHRdeu+ed7b2/zjblJCQuKvZXcfW55Gav+lY5p759FmVfzvC6qIjo7WunHjxn0HB4dif39/9+PHj+s2bty4zN66aNGixDVr1pjHxMTc+m1fbW1t5cGDB2ONjY2VSUlJalWqVHHv0qVLxm8LW75g69atDwHu3Lmj3rhxY5eBAwem7tq1Sz82Nlbz5s2b0aIo0qBBA+fDhw/r6urqKnfv3m0cERFxq7i4mIoVK3r6+fnlAfzwww9mAOPGjXvn7tXEiROtgoKCsrZv3x6XkpIiDwgI8GjZsmVWuXLlSs6ePXtHW1tbjIiI0OjcuXP5yMjI6PXr1xvGxsZq3L59OyohIUHh4+Pj1atXr1SAvn372p47d07vt9do27Zt2rRp056MGzfuaXBwsLOFhUWF3Nxc+apVq+7/NnlG375907y8vDwLCwsTNDQ0xA0bNpguXbr04bVr1zR37NhhfPXq1RgNDQ2xW7dudkuWLDEZNmxY6pw5cxItLCxKS0pKqF69utulS5e0qlSpkg+gqampDAsLu/37n/Dv88mUBlEUSwRBGAYcBeTAKlEUowRBGPT8/BLgENAUiAXygLckDpSQkIDX4xmaN2/N8OE36dDBCxMTbbZvh59/hqot4aIpnB4IRq5P+Zpf0UODKfrN0NjdiPHjx3P+wgXuxWVQlF+CqNTFqNwTxGIoKVSibSKgE7SKs3FvTxkKqp2U4cOH0717dwAWLVrEuHHjUCgUr8nNmXOB0lIlY8fWeK19xw4oKRF58vRl9iWDNtqcMw7k+MWGtNQ+iD45GJlrc75pB+5llENrXwGp260wKBQ42q0hVv7+dD9+HE0DVX2GAf0rMWfOBTZcymRKZQPu34uEnTIm+nmw5C7U0AKPQpi3EhwtoX5TWJcBaaUKxNJ6HCpNJqajOwMnTyKy1BlZTiFGtrkcC9WhpBTU3pKd6G2IosiBgQPZ9yyHh1rV6bt7NZoa+SQ/MyNftw7HRs3lUdg+es5pyrMSYyADmI2RgwXpTx3huCOHUuxpbiNycPBWFIIGWfHtadhQjq4uhIRAt24v3Ys+FIVCVd1Z7VNuI0lISPyr8fHxyXVycioG8PLyyrt37576h/ZVKpXCyJEjbS5evKgrk8l4+vSpekJCgpqdnd07fWby8vKEkJAQp7lz5z5ydXUtmjVrlvmZM2f0PZ8XucnLy5PFxMRoZmdny5o2bZqhp6enBGjUqFHGizHepyy84NSpU/pHjx41nD9/viVAYWGhEBsbq25vb1/ct29f+1u3bmnJZDIePnyoAXD69Gm9Dh06pKmpqeHg4FBcrVq1sqrNK1eufK8StmfPHgNvb+/8Cxcu3Ll165ZG48aNXRs1ahRlbGysfCGjr6+vrFGjRvbWrVsNfHx8CoqLi4XAwMD8adOmmUVGRmr7+vp6ABQUFMjMzc1LANauXWu8Zs0a05KSEuHZs2eK8PBwzRdKQ48ePf54tdXf8En/RIiieAiVYvBq25JX3ovA0H96XhIS/zXu3LnDzZs3AdDQ0CApyZLs7HsMHhzA3bvQty/4BcB1C+gUABquiUzmAlYFmnS6bcbJyP3cv38PGxsbOrRvD0BhIcTFaVOhUgC9u3tiam7CfqEnO7cbsfUE5BSArubb59OhQwfGjh3LkydPePz4MTt37qRTp05l51NT81iyJIyuXSvg4GD4Wt9Nm8DScimJ8XEAaOnI6OiUgUZYa85fBCNFKiYKGXubN+VEtj0BZsnsHGNApzlK+u4ypZtNM+Ztn16mMAAMHVqZ2bMvELH9CtHT6uPgEIl9Ayfau2lzLh9OPIDNO4ASSG0F7ZNfzkeGHppyTeJ1HLg5qQKtFi/C1lZGowa/sHVjCzZfgu7V3/4clIjsJBojNPEXrbj8+Zdc3LyV84fD6XF4Pdqa+aTJTCiZZMdXGeZ83jqdvVHdcHbUZ6mwC8uiNH7pPoutJ56RHn8FuEjhdYGDrXWAPEplPalYUY9Zs6BVK9D+E/uQBm/Wv5OQkPi38BEWgb8LDQ2NMjcauVxOSUnJB/viL1261Dg1NVUtIiIiWkNDQ7S2tvbJz89/r4t89+7d7Vu0aJHeunXrbFBtuowcOTJp7NixKa/KTZkyxfzPpHwWRZEdO3bE+vr6Fr7aPnr06HLm5ubFO3fufKBUKtHS0vJ/ce5d1/s9S8PatWtNJkyY8EQmk+Ht7V1oa2tbGB4erhkUFPRaYaUBAwakfP/995aurq4F3bp1S3k+T6F9+/apCxcuTHxVNiYmRn3BggUWYWFh0WZmZqUhISEOBQUFZc/2hTL1VyBVhJaQ+Bdz584d7t///biw7dtfBkDL5a5MnHiOypXL4etrQ/v2qp1ky9YgV4N2reJZEnkYly3JmM66wYk9h7kXe5dSUeS+hSPXylckRc8EDQ1wc8ujMPcMS5YsYe7sn0g/7IWzxwmKS+H0nXfPR11dnUGDBpUdz5s377Xz8+dfIi+vmPHjX7cyPHoEZ89e4Omzz8raerXTwdHkONtO6mAkT0UrK49DPRtwItuL+vq5XLAyx05Lk88ejMIq5Rqbq2/gfKb9a+Pa2xvSpo07y5aFcfLkfeLjsxjY1ZvhJtA3E/K3gJU6/DQCDvvDJUeIdYY0Nyj2gHi3Euo7HKdIU4NoHQcAnB2vQhFMWgfKd/wkXyKRDUTyM1fpxT7Wtjfm4ol9NDt0ED3NHNAw5P4IYwoWFOPltZgTd6yYMUCXSPMVtMm/RLXl0xn+TRPS6vTAZ8IEjh3rwejRNSlnZ0KHzs1JSrLj4EHo3PnPKQwSEhISfwVqampiYWHhGyvqzMxMuampabGGhoa4f/9+vcePH7/XSjF9+nSznJwc+bRp0568aGvSpEnW+vXrTTMzM2UADx48UCQmJqrVq1cv5+DBg4Y5OTlCenq67Pjx44YfM+egoKCs2bNnW7yI0Th37pzWizlbWVkVy+VyFi1aZFJaWgpAnTp1srdv325cUlLCw4cPFRcvXixTElauXBkfExNz67evF/dhbW1ddOzYMX2A+Ph4tfv372u6u7sX/XZO9erVy01KSlLfvXu3Sd++fdMAgoODsw4cOGCUmJioBpCcnCy/c+eOenp6ulxLS0tpbGxcGh8fr3bq1Km/bQtIMkb/SygqKkUUxbLsMRISx44do3HjxmhoaLBnzx6Cg4NfO19YWMKJE/fZvTuGtWsXlbW7utZi6NAWtGvnyciRAuHh8P1imHU9jXEVL3NjVRgORSqLsAgkmduj4eKGgc8FWphdpLo4jXXphsyPf4b5+L2U103Ep5IWubm55F4GU8NENBVKjt+S0azCu+c/aNAgpk2bRlFRERcvXuTy5csEBgaSnV3I/PmXadPGHU/P1zOdLVueCISgLFXNz9dTxqRpx1izfi+l+SlkF+qR3M2SkzmVqKBVzBFrHdQECF+3jjsrf2bheFOmaFehzSIYGgTjgsHy+c/niBFV2Lkzmt6996KpqUarVm6sPQf91oGnFRwaAdbvCBMzRos2GqbgeIa7AV5w/xGyUhlqasXcj1Sw6xq0e5nVlpRsOHZL5PtIGQn3mlFH4y7mzCKrbzAui+5iopVGpmBAjJsRZ30fkhNXROcqyfxY9xjWe9JBCWw/DjXqMGkrPM6AHRPUqOrkSMOGjsye/QFfIAkJCYl/mK5duz7z8PDw9Pb2ztu3b9+DF+39+vVLa9KkibO3t7eHl5dXnqOjY8H7xlmwYIGlQqEQ3d3dPQH69OnzbNy4cc+ioqI0K1eu7A6qOImNGzc+qFmzZl6bNm3SvL29vaytrQsDAwPL4iw+JKZhxowZjwcMGGDn7u7uKYqiYGNjUxgaGho7cuTIpyEhIU579uwxqlmzZraWlpYSoHv37hknT57Ud3Nz83J0dCwIDAzMftfYv+X7779P6tq1q4Orq6unKIrCpEmTEqysrN7qotW6dev0mzdvapuZmZUC+Pv7F3z11VeJ9evXd1UqlSgUCnH+/PmP6tevn+vt7Z3n4uLiZWdnV+jv7/8n8vq9H0HlAfS/RUBAgHj16tVPPY2PokuXnZw4cZ8dOzpQu7b973eQ+J+nQ4cOZXEK1tbWREVFYfDch+TUqTh6995LXFwGOjo55ObOAlQ7/E+fPsXAwID166FnT5HxE+6Tpn4JK+6W5ex/ZmKCiWMqDZyPU0U/gtOmlcmWa1EvMx1DeWXQ+4FoMYeWR+KIbXYOdAuotboO9aMOIdcu5pi8Pynp9tya+v576NmzJ+vWrQPAy8uL3bt3s2fPU8aNO8Hly/2oXPll2ZXCokIMjWtRkHsFAGNDOPPLJk5fSOfZs2c8LTYj102NE3WDeZpjS3h5AQ8NeBoVxYrAQMpVrkyPEyfIKFDj822w/iKoq8HgOirlwVxfxN9/GdevP6FdO08q9mzPV3ugvgfsGgL6Wu+/lyRyGCIepMa588RuM8PKpJTd+1ryoNgDxxBNFneDI5Gq15U4EEVQ1y3EWS+Z6Mc2WOsm0Fj7OLaaCeSWahNjbMH+UQ9w8DZk9WRv6t5oAJdlkOEMGw+Akwvh8eA/FfrVgiXdP+rrIyEh8R9CEIQwURQDXm0LDw+P8/X1TXlXH4n/bYKCgpxHjhyZ3KpVqw9WSv4KwsPDTX19fR3edk5yT/oXkJSUzbZtUWRkFFC//joWLbrC/6IyJ/FxXLjwMp9nYmIi48aNIy+vmBEjDhMUtBY1NRn79nVi4sSXKTAbNWqEgYEB4eGFLF16mTFjFqKpsYFywl1KZXKiy3tzrksA07uEMrmOPjXLNeCqaTPS1XSomqeOoVIBuT9BRnc8BD3aN8lAy6oFsrxCwudE8cjYhtI8BYH6R4hOgoS099/DyJEjy3w/o6KiCAgI4Pvvl9OwYfnXFAaAtj06lCkMMhms+bFvmcKQXmrGL7Jgolp6kphtx7emKoWhKCeH7e3aoa6nR8jmzcjU1DDWhdV9IGYqdAiAn06A4xcwdrtA7wFVAMi08uarPdCtqsrC8HsKA4AVulQrMiYswA/9pwkA2FeKRS0tj/B4qD4dvjugKoQ3qSX0n3iNkJm7uFbZmbN9alBXdgZbzQRy8nXIUxixf9QDWrd24/aVIdS9OQZKAL0acOQiOLmgVMKg9WCsA9M/rLC2hISEhMR/nJSUFLmDg4O3pqam8p9WGH4PSWn4F7BmzQ1KS0XOn+9L48ZODB16iP7991NY+OcLcUj8N4mPjychIeG1tmXLluHqOpr58y/z2WeB3LgxkBYt3NizZ1eZTLt27QgLu8fmzQto2PAwOjqpZJbqEyrUw6D3CNS7KqlrG4qe7kjQHUWknhMJilx8hT6U090JJqGg9yMUbIWMnrTCGatOBQhCM7IuPOTX6zoA6CUnoSvL4fgbifVex8/Pj9WrV5dVRM7KyiIzcy0mJucoKSmhiFLuk86Pq77g0NaX2ZLGdHTiToa7qsaDwpAVT3qg1+Ex9+IqUEEDxpmqgtf2DxhA6p07tNuyBT2r12oK4WwBa/pAzHfQzh/mHofx4b649urB8Vx3vmgK6/qqrBEfShsNf/I0tbGpobL+upnfJf2xId2qhrKlXzLPpu/m/NAx9KjVhuTysbQu2o56QDHnztbG2fAeBUUabAzzZOE3iXhV92DDimaoD20HhTdAdINNJ8HQCFGEZWfg4n2Y3QGMdD58jhISEhIS/11MTU1L4+LiIg8fPvyvK3QnKQ2fGKVSZOXK69SpY09AQDn27evMV1/VYuXK69Stu5bHj/9VSua/ih07duDn58esWbM+9VT+cl61MrxKcvIWDh5sz/z5TdDRUefhw4dcuaLanVcoFKira3PgwAa0tHJI1LBmu3Z75j8ZwYw+tWhkm0+mTKR2QRQoqhNHKNHsoDyNcKXly4vojgG96VCwiYDMiXi3TaW0tCINGgRwZ/VtYmKAEoGgjMXM+PYwGzfe5O7d1Hdax3r27Mm5c+dwcHAoa9uyZSlBjRrwWfJOel1ezITBLz/DWn5WaLl2Iyc3F/FRPIvi26DhlI9WYhFZch2mpYQjKy7i6pIlRG7eTNDUqTi8rbjAc1wsVMrBrakQ4i/wSNORRd0EprWFj0244YIxPlml3OhendysUnTUi7GxSWRLYQ0OmR5hX85e4rL2s0uzIpqlRTQ9dIwNk7qRX6hNcYka8YoUkk5cwdramCi3EAKGP6FLXkeaZB2iikYYrpMUmI0ExUAYvAHquqmsIRISEhISEp8aKer2E3P6dBz37qUzeXJdAGQygalT61GxoiU9e+7B338Zu3Z1oFo12/eO8/+N0tJSBg0aRGpqKjdu3KB169Y4Ozt/6mn9ZbyqNBgaViUj4zpQSElJCqGhq2naVFVcbceOl1mTXF1duXPnFqWlMn7Vq0tatRrcWitjVAOoagMLxHtoivlUFpx5JtzmKgswx4dKDETgN6tn3QkgliLP+Yq+FZ04aumHzKA+9+9Xp+/+aFzTjuPnkcf5Jdfo1u0yAPb2Bvz0UzCtW7u/NpQoQrkK/nw+di2fDe0H3AXg19DThFWKQCEUo3wemG1qYUmtJr0R5DIKY8OJqjSIpxF2NLU8wCHb5tRaMYOrc7/ghqYmypISXJo2peaECR/0TN0sYX0/WNtH5f70R2mrU5PJ8guYFN4BjHD3uI5eVFUO1e/AuqKeAGjn5+Lz7BpfnvkOY+tMSktl3ErVYPdiPUIq3GJz3RiOZ2UwUaMrV9SrYqRWiLGBDuV1wEhb9TLVhe7VPl6xkZCQkJCQ+DuQLA2fmOXLr2FoqEnbth6vtYeEeHLhQl+0tRXUqbOGhQsvU1r6l6Xa/c9z48YNUlNTy463bNnyCWfz1/Oq0iAInowY8U3Z8Zw5c8qsC68qDU5OTqSmGhOn34fQprXIPZ2KkW4+7Vvs5BZ7OUccFYojSNWuyHmmo4051RiP7NW9g193w9qvVSt9vS9BdzINc2Zg2zqe0MMKLCyMWDu4OjedKiKTQf2ezmw+NIhly5qjr69BmzZbad16C/HxmQAUKiH4FpQ7JPLZ7AgUriMpN+rrspVw/uM0shJV1jRNTS26dOyAhpU+t7tZc3NFZ44l1MDeKYtbNt64ZDxh1/g+dNi5E/9Bg3Bv3ZrW69YhfKQG8GcUBgA/uQ22yalkt1BVsfbwvIVhlB7JblpElIcQ3QTU1hZhOjsLY/NMlEqBX9Pd2L04l4Yd1djylRYKg5s0bXabG6PDuGvuxOUBURwZparSvagbfN8WRjUC0zeyfUtISEhISHwaJKXhE5KamsfOndF06+aDlpbijfM+PhZcudKfoCBHhg07TMWKSzl06K4UJA388ssvrx1v3rz5f+a5FBQUcO3atbLj6dN7MXfuF9SvXx8ApVJJnz59iIiI4OLFi4Cq0ExxcTsMTQZyrK4V5teSiX1gRueQNTzSXscRjpInyNHRyOFXxT5ElNTiKzR4ZVUadhD2h8C97+DLulBaCnrfoKUzjtbNdlKcJ2fbkXxsFeBT24VimRqeOjHczy6if39/wsIGMHNmA44du4eHx0J+mH2BVneVHFsH/BwD91MoPzyA/M+Go7FsHxgYv3bf7dqF0NhJScC9J7h4DcFmhzcF6dr4uWYTZ+XAypKHmFqY49G2LcFz59J++3a0TUz4pxEQaKvhS1JDRwoLlBgbFvIgNpO0VNg6u5iDAcY0iA6lcoWrIMKDEi9CF0RTo0samzd0Ra3damgwDW5uhB2dQd8G3Fv/4/chISEhISHxMUhKwydk48YIiopK6d/f/50yxsZaHDnSlW3b2pGfX0yzZpuoX38dV68+/gdn+u/jt0rDrVu3iIiI+ESz+WsJCwujuLgYAEEwpXv3qhQWFvLNN9+gqakqwRwZGUm9evXK+mhrVyM6qzvzM9RJXiLj6WkLqrvmMb/6YNqxi2KxA3rKbLpmF1OX72jMfPR4JXvRwyuwvZUqg0+JLaidgZG+kJ8PupMZVb0YhXEhS7c/AFHJF3YO3PJUuSE9u30CURRRKOSMG1eDW7eGUqu2A+PHHONo/eUQk4hw81fUzfTxbR3N6IQtzFScZFS/bpQvXx5NTU0aNGjPr75T6BX0Az8WG+I4eAyHrrvj4wh73KwYcngVtapV+sc+g9+jtmFVTDLSyFRXWUzKO4ZjaysyY5JAp65bqVAhAllxCWfP6rN+WiR1umXx3ToTTNQcVFaW2l9Ah20gV4fqn6uq7klISEj8y/Dz83P/PZmOHTvah4WFaQJMmDDB8mP7a2tr+wHExcUpgoODy//Rub5g9OjR5b755huL98kcOHBALygo6C/xaQ4JCXFYvXr1O6r8vM6zZ8/kDRs2dHJ1dfX08fHxuHLliuZfMYd/Cukv1SdCFEWWL79G5crlqFDhvd9tBEGgfXsvWrVSVbSdPPk0lSsvp1Mnb77/vh7ly6u+q7m5RcTEpHDr1rPnrxT09NRZu7Y1cvn/jn5YVFTEmTNn3mjfvHkzFSq8p9rYf4RXXZM8PZ1YuXIJaWmq3KZ16tTh6NGjAKSkvEzfnavRC8uaIFiIGJXLYFrgZvraDkEmgzyUXOUp9fPPY6beCfB5/YLJUbC8FhSXQtBKaNIdfqgKXIPPXGDmDcoZf02lttFcXOFJJ/EKP8z0p169p8RHaWGofMTNqDv4ersBYGlnCIs7w4JoZEsO4XZ3BZ61obybOjor4igFMjDEQA/GNW9MTHJlNh5uyoqqQ5l8YxinhnzL2QiR0uNAvVJsUx4zPf2Wqqz1vwQ1ZDSIzmB/43KYH0/C0ysChY0pfjVPY5CaTVGBkrXr1dDUlDNnkxNWHbfjKfv+9UG824NbC1DT+DQ3ISEhIfE7XL9+Peb3ZLZu3frwxfv58+dbzZgxo6yK84f0f4GDg0PxkSNH/nUZg/5KvvrqK6sKFSrkHT9+/N7169c1hwwZYnfhwoU7/8S1S0pKUFP7c8v+/52V5H+My5cTiYx8Sr9+qt3T8+dh/nx48ODdfdTV5QwbFsi9e8P56qta7Nt3G3f3BdSvvw5Hx3no6k4nIGA5PXrsYfbsC0RGPmXjxgi2bIl8YyxRVL3+i1y+fJm8vDwA5HJ5WfuWLVv+8y5Koihy7NixsmNHRzPS0tKQy+WUK1eOQYMG4ejym0U/Mq6dbc2iryCjsUCnxuto7VgVxfPfhss8pkiAOgU3Qb3u611TbsPiapBfCFYjoXkfkCtg/GUwrQ/lEmGUCzx8wKrZ1riMi2bnnoq4upUSPr0+d20cAdh39ARKpZICJbSOh0t3MmgkJDH+c+jYEXx8QEe9iCKZOgYVUwjUvsyYvWvo2WMQq/Z3opnjYRofOM7lUUGcWTMBnasgs4B4WzlLZw1Av+W/r1BBq4ChyD1llJaKlLPKpVaVgxikZpOdDdv2l9Lk60fMiY7GsfMRTGUumOH15iAKTSnSWUJC4l/LCyvAgQMH9AIDA92Cg4PLOzo6erVs2dJRqVTFWQYGBrqdOXNGe8iQIdaFhYUyd3d3z5YtWzq+2j8zM1NWrVo1V09PTw9XV1fPDRs2GP72Wrdv31Z3cXHxApX1wt3d3dPd3d3TyMjI9/PPP7cC+Prrry28vb09XF1dPUeNGlXuRd/x48dbOjg4eFevXt317t27H7UTk5WVJWvfvr2Dt7e3h4eHR9ncbt++re7v7+/m6enp4enp6XH8+HEdULkI9+jRw87Jycmrbt26zikpKR+8Er99+7Zmo0aNsgH8/PwKEhIS1OPj41/rP3fuXNO+ffuWZb+ZPXu2ab9+/WwAFi1aZOzj4+Ph7u7u2aVLF/uSElUSka5du9p5e3t7ODs7e736XKytrX3GjBlj5e/v77Zq1aoPsoa8D8nS8IlYseIaOjoKOnf2JjsbQkLgyRMYMQL8/KBtW9XLw+PNNUVRkQaBgfXo3bsyu3ad5uzZx6ir22Bs7IemphlaWmZoaxshl8vQ0lpK796n+OorLwoL5RQUUPZycYELF8DY+O1z/LfyqmtSaak3mpr3KSjIJi4ujosXL1KtWrVPOLs/RlFRETdu3ODixYuvWRqaNGlKmzatMTc3JzNfzrBN8MDGFWL9QCwCoFatuvh5mtHooYixWiZN9R9hgV/ZGGfEOMyVKbjJfUB4Zbc+9S4srQE52ZBZH2bNeXlOJodhx2BNR2AHfOWF55jTjJghcGDIYXTHFrJyVgh6pmbY9X6MESmcvxrGwnwdzG+FMeLpfXheWyDfVB077wKuPQhmzYUAdlu2JnhnLMKeUJZt1yArT4t2jeL5eUERHe3KEXc8kSx/gU3dsnBbNpFKSTFQ+d/3mepo6FPrxGVuaDtiWViEPEskIxP0Ll3h8MVxFOo+JpM4snmMN93ezFAlISEh8aEM72NLTKT2Xzqmu3ce81fFf6h4dHS01o0bN+47ODgU+/v7ux8/fly3cePGOS/OL1q0KHHNmjXmMTExb1Tw0dbWVh48eDDW2NhYmZSUpFalShX3Ll26ZMjekZnihfXizp076o0bN3YZOHBg6q5du/RjY2M1b968GS2KIg0aNHA+fPiwrq6urnL37t3GERERt4qLi6lYsaKnn59fHsAPP/xgBjBu3Lhn77qviRMnWgUFBWVt3749LiUlRR4QEODRsmXLrHLlypWcPXv2jra2thgREaHRuXPn8pGRkdHr1683jI2N1bh9+3ZUQkKCwsfHx6tXr16pAH379rU9d+7cGyks2rZtmzZt2rQn3t7e+du3bzds3LhxTmhoqHZSUpJGXFycuq2tbVlhrr59+6Z5eXl5FhYWJmhoaIgbNmwwXbp06cNr165p7tixw/jq1asxGhoaYrdu3eyWLFliMmzYsNQ5c+YkWlhYlJaUlFC9enW3S5cuaVWpUiUfQFNTUxkWFnb7Az/m9yIpDZ+A7OxCNm+OpGNHL/T0NPjiC5XCsHOnytKwaxd8/bXq5eqqUh7s7eHiRdUi/84d0NbOxdExkYYN1TE2ticzszIFBcaUlqriV0tKVP+qqdXj6tXNmJtfp0KFADQ1QVNTlUFm1iyYPBnmzfvUT+TjOHny5CtHzhQWqgFhAGzatOlvURpEUSQlJYUtWy7RpEkVnJ3N/pJxS0tLOXPmDJcvX6agoID09HRyclS/werq2gwcOAC5XM6xKOj2A6ScAeI80dT8loKCLwEYMqQ/NwrgeK5AF/O9VJC1KlugZlLAdZJpnf8rMs1uLy+cdh9W1IGsNLjpCLt2v6mdymTQextsHwwshR+r03nAbk7XLqbyxnS+6OdPn5lrOHmoHu3a7eLk4UO8cF4tVqphbpVOXCNz0i3McJi0jErj41lzrjJHT3WjxZQ7LBq/jWFbxlDD7jz5UScpVlOge/Qi38/SpULyTToNC0ZIeQrDxv1rd+NrUYULNQrglxQyRTmNLI4S8OVYzHRrf+qpSUhISPyl+Pj45Do5ORUDeHl55d27d0/9Q/sqlUph5MiRNhcvXtSVyWQ8ffpUPSEhQc3Ozu6dVWzz8vKEkJAQp7lz5z5ydXUtmjVrlvmZM2f0PT09PZ+fl8XExGhmZ2fLmjZtmqGnp6cEaNSoUcaLMd6nLLzg1KlT+kePHjWcP3++JUBhYaEQGxurbm9vX9y3b1/7W7duaclkMh4+fKgBcPr0ab0OHTqkqamp4eDgUFytWrWyglorV658rxI2ZcqUpAEDBtg9t6Lku7u756mpqb3mIqGvr6+sUaNG9tatWw18fHwKiouLhcDAwPxp06aZRUZGavv6+noAFBQUyMzNzUsA1q5da7xmzRrTkpIS4dmzZ4rw8HDNF0pDjx490n/vGXwoktLwDxIWB4baELovitzcYvr1q8S9ezBnDvTooVIOAD7/HB4/hr17YdtOmPmjiLFhGl5ej2jc+BFdu8YjiqmvjW1kdAkfHx9q1aqFqalpWbsoulCrli3375/m1Cnf17I0ZWbCwoUwaJDKovFfIC8v77Wd+OHDO7Jy5TFyc1VKw7Zt25g7d+4f9tvLy8tj27ZtxMTEkJCQ8NqrsLAQAHV1ExIT72Bq+udMNAUFBWzfvp3791UunLa2tmhrv9xICgioTGGJnL6zYMtS4AHo6MHYSTBixBf88os7MpmM1q1b0z1RREtWREuja9jwUjk4TwJKAeoUhIPJalXj01uwLhgynsJxbdh2GHRVGyP3T5wg6do1rCpVolxAAJqGhtBhCegYATMwXtWa1h5H2WpeSqsaHVm5txvj5swi/rENtlYJZOSacSHPn+q+5yjfKZaTeoF4TV2J8XemmN65QxdhHSs0O6OYvISfzo+iRfW7TOp+jf2DT9NkwQKOP7Xldj5s65SJ8KM+JCdBSJc/9Zz/TtyDe1Hx9GCudq2KiUYqjsPSMRvf8vc7SkhISHwMH2ER+LvQ0NAoW9zK5XJKSko+eDdn6dKlxqmpqWoRERHRGhoaorW1tU9+fv57XeS7d+9u36JFi/TWrVtng2rzbuTIkUljx45NeVVuypQp5sKf2FgSRZEdO3bE+vr6Fr7aPnr06HLm5ubFO3fufKBUKtHS0irLWvOu6/2epcHY2Fi5Y8eOOFC5Odna2vq4ubkV/lZ+wIABKd9//72lq6trQbdu3VKez1No37596sKFCxNflY2JiVFfsGCBRVhYWLSZmVlpSEiIQ0FBQdmzfaFM/RVISsM/yPDNcDkOjE9cw83djKpVbQgJUcV3TpsmUlxcgkKhID8/n7y8RExcEnDpmEhgvUS0i/PLxhFFUFNTw8bGhmxbLdKyMxBuJnPz5k1u3ryJt7c3tWrVwtzcHEEQmDatPnXqrGHBgsuMHVujbJypU2HLFhg9Gg4f/gQP5A9w7ty5ssxCcrk506a1wsXFls8+2wLk8PTpU0JDQ2nYsCH374ODw8fl5R8+fDgrV658r0xRUSoDB05n584f//B9pKWlsXnzZlJSUtDR0aFdu3Y4ODjw2Weflck8zKmDoQcUP1C5vo/+AsaPBSMjyKEY27ZVMUWb+GLYkgmNjY/gL2+MjJdxHmfEh9iVJGKfbQLnhsH9k5D+AJTqsKcU5m4CZzeyEhI4MnIk0Tt3vjZPE1dXrAMDKVe5Mu4OAzFgKa1/6MyRH5azVqcKQ/Oe0rj3Ib6e9AM17qUQusEKdf1ivmh0nk26LTC7e5+KE9QxSMuhxoHL6JmosX5nb366Owp/YSWdzA5z8uvT2FSrhv/AwfSbCh5WENLaARqHwb074OH9h5/z341MLqfKsQdcmFyTFot3YjF336eekoSEhMQnQ01NTSwsLBReVTAAMjMz5aampsUaGhri/v379R4/fvxeK8X06dPNcnJy5NOmTSsLqm7SpEnWpEmTyg0YMCDNwMBA+eDBA4W6urpYr169nD59+jhMnTo1qbi4WDh+/Lhhz549f9fC8IKgoKCs2bNnW6xZs+aRTCbj3LlzWjVq1MjPzMyU29jYFMnlchYsWGBSWloKQJ06dbKXL19uNnTo0NTExETFxYsX9Tp37pwGv29pSElJkevq6io1NTXFuXPnmgYGBmYbGxu/saivV69e7rBhw9SjoqJ0IiIiogCCg4Oz2rZt6zxx4sRka2vrkuTkZHlmZqY8PT1drqWlpTQ2Ni6Nj49XO3XqlEGdOnWy37z6n0dSGv4Aoii+U8t8HzsGw8jFyWy7n0h69cZ0niywe7dIu3Yb8fcfQ35+Pl26dMHS8mXGshdJMfM1dcgwt6Onuy12dnZYWlpyQh7HLsIAQ3rWrozi1wRu3LhBZGQkkZGReHp6UqNGDWrVsiM42JkZM84xYIA/BgaqDF9mZvDNNyrLxuHD0KTJX/Bw/mZedU2qVKkGOjrqDB4cyNSpVXj6VHVu8+bN2Ng0xNsbFi2C/v2V5OTkkJGRQWZmJhkZGWRlZQEq5UuhUKCmpoZMJmP79u3vuboaqpyksGfPbh48mIij48fHFT18+JCtW7eSn5+Pubk5nTt3JqvQkFGzYOmql1mhEm9WQ8cEOg6E778r5plpCnt5SgRPuU8GSkRkCBSm1kWJCa2MT+GQOwbSL0P6fZ6l3OBWUCW6FpxFCD0LT26CSSVIsYWNZ2DwNygbNOXSnDmc+vZblCUl1Pv+eyr160fyzZskXr7M4ytXuH/yJDc3bOAI0KK2LpVqpdD54EaWtGhPvPZIHDVGoqefTWi2NdptczALgzatR+I8JoaRU/djlpBGjTVZlPSLZsoQJ7gLCn8lE2reI27zWQqzs2mxbBn7I2REJML6vs8VPR0dqOD3zuf4b8G6yUQmNm1ApkdXjMr/6WyBEhISEv9Zunbt+szDw8PT29s7b9++fWWpXfr165fWpEkTZ29vbw8vL688R0fHgveNs2DBAkuFQiG6u7t7AvTp0+fZuHHjnkVFRWlWrlzZHVRxEhs3bnxQs2bNvDZt2qR5e3t7WVtbFwYGBpbFWXxITMOMGTMev3AZEkVRsLGxKQwNDY0dOXLk05CQEKc9e/YY1axZM1tLS0sJ0L1794yTJ0/qu7m5eTk6OhYEBgZ+8AL9xo0bmn379nWUyWSii4tLwcaNG+PeJdu6dev0mzdvapuZmZUC+Pv7F3z11VeJ9evXd1UqlSgUCnH+/PmP6tevn+vt7Z3n4uLiZWdnV+jv75/zrjH/LMJ/PdvM2wgICBCvXr36t4wtiiK7du3C0tKSatWq8a4gnncxYsRhFi8Jo8W00eyamoI8vz+lRS+z5SgUCnr17UepVwCiuTV93Kzxtrdhu9KAAU8EjthBY124zhOmcJaKWFCKSCxpLKYJZBZy7tw5rl27xgutWEdHB319C1asuE9wsD+TJzcrU3qKisDbG+RyuHnzX5XV8q0EBgaWVUNes2YzPXt2AmD16gP06dMCAAMDA4YMCePRo4tYW6egq5vFiywP7+PZs2csXLgQAE1NTRo3boyVlRVOTk6kpGixe/c97tyZ+1xaRv0mPzBkRC105XkUF+aSl5eHoaEhLi4u2NravpbZ6QXh4eHs37+f0tJSnJ2dad68HYHNNLhzESjNA/QB1ed29lwaS5xk3CUdU5ObqKkVoIYMN0zwKTHA68l6jijM+TJ9DLa6cax8PJCgA6Fl19pVuy1rG3Rk6eNRWK6qC/svwf17qhV5++7Ed+7PwSFDSL55E5emTWmyYAFGjo5vfTZZiYnEnzvHwSFD6OCSi3WDYoaPmofcwJ728htMXl6b0Eu12drvMS7e6rQZncnD5U64uN1mp8dIrBbsoUU7DS5fhglTYdp9+K41fBFcQn56OtqmZgRMhcx8iPkO1N58dP9aRFHk9t69lG/YEHUdnU89HQkJif8ggiCEiaIY8GpbeHh4nK+vb8q7+kj8bxMUFOQ8cuTI5FatWv0tVoN3ER4eburr6+vwtnOS0vCRJCQklLmv2NjY0KpVq9diCN5HQUEJ5crNplGj8gjCU7ZtG4dSmfemoIEl1X64QF9PB3TVQVsdfOyh9jOwU8AGh0y+EH7BHG2mU4808hnOUerhwDAqA5CVlcX58+eJjIwkNzf3teE1NbUoX94Re0dnKvtX5MABgZYt4aefVNmb/q1kZGRgYmKCUqlEEGSkpqZgZKTa6RdFEUPDcmRlqSyZHTp0wtPzZU0ZHR0dDAwMMDQ0xMDAAH19fWQyGSUlJRQXF1NSUsKhQ4eYM0eVQahChQp06NCBF+nMXrB8+XISE1XuhG3atMHX1/etc9XQ0MDJyQkXFxecnZ3R0dEhNDSUs2fPAirlp3btxjRuLuPcKXCpC8FVT/HzjCAA3Dw8KHc4gtBcOSCiLoh0NMzju+yL2N1cDdrbwK+EHwvGMC7/Rxo6HkBfPYfu8Tm0KDBHllLESKcs1A0e88OWr+FLNahZD1qEkFe1NidnzeHa8uXo29gQPH8+7q1bf5D1LOn6dTbXC6K/Yw6Ro/2Z0e1z2heWkJZ5Gr247+kWqMdnJRtIV1PDf+Z1Zn39JdlyUywsBJ48gc2boU0baDYPLj+AhzNBWwMO3YRm82FlL+hT80O/ERISEhL/G0hKg8QLXmRw8vDwyDt8+PA/XrfifUqD5J70kdjY2NClSxf2799PQkICS5cupV69elSpUuV3rQ67dkWTnh5PePg2YmKulbULgoCZf3ee3twHRRmQ+YQL45tyofk50FAtis30VP7sYzJgSN4tzHXkfEUttFGgjYIWuLKX2zSiPK6YoKevi3HwHVwbR1ExdTxP43KIiLhDVNRdIJ9bt25x69Yt4hOSaNOyCQ0bCkyaBF27wvt0oOzsQqKinlG1qs2ffpYfy+nTp8ssBt7evmUKA6ieYceObVi+fDEAkZEReHj0YeFCPwYPNmDMmN83oWzdurXsfceOHZkwYQIREWn8+OMFkpKuYWFhg729X5nScO36bRD88QmqTFqpITcea2KnlUR1s1hSUlLKnjGorB+ZmZkIgkCTJk3w8qpM69Zw7jSo1YEL+2HMZwfLrv/Euzp3c2X4WV1hQY6MJY9L2aj0Z0dpdQbbRDHW9iTGJdX5qegrfLRv8A3LOS0bwSoHGVci79P25zU82DqR/pnnwHYo3JpCsYYmF+fN41xgVYpycqg2Zgx1v/0WdV3dD/4MrPz86Hj0GDsaBtF9xmXca93huKkljc2f4WN2hKX50SRp+dLuyna6rtpLz8O96PeTGRcuwIkTUPO5QjCxKdScCSvOwmf1YeoBsDeB7lU/eCoSEhISEhL/c5iampbGxcW9WWDrX4BU3O0P4OLiwuDBg/H19aWkpIRjx46xdu3asqq9b0OpFBk/fjKCsOQ1hcHBwYGzZ89SY9dabFbvRaH+PDYoI5oq99tw/ctCdgyGZ9mQea0UHbVCrj5z4itqYsbLTDsd8cQQTZZxnVKUXGc5cZykSMjmlukCfAM86d27C+npvixcJOPQk7qUiHIiw69w9uwZ5s6F7Gz49tt33/ezZ7nUqbOGatVWcu1a0p9+jh/L4cMv3biaNGlY9r64uJijR4+iULzcKb916y69elWlYkVTNmxQfFAhu1ezMoliNVq0kFGxogkbNz7i8hUrNqf0wcBjdpnMk6T77NtbwMOrefw8IpC+LSuwKaExrnWHMnz4cJo0aYKzszNqampkZmaioaFBly5d8PSsTIsWqkW0ehB06wEmunDs2KmysYsqVKWG3Rn6ph6j+vIA1h2tTfSdkbTXuMxP+sMon/WIlsqdPC41oIXJXipl/MLEG035bPJi7joaM3nrRGSiSM3CG5TW+Z6r27Yz39mZXyZOxL52bQbduEGjH3/8KIXhBdaBgdQ/dIxfExT0mrCeDB19HuQ4ES7s4aymK3ZJcXRtvRPZd6uwqF+R/fshOfmlwgBQwwVqu8KPR+FIJFy8DxOaUFaQTkJCQkJCQuLfhaQ0/EG0tLRo3bo1nTp1QldXl0ePHrF48WIuXbqEUqkkOzub+Ph4bt68yZkzZ+jbdwQJCTsRRZW/ukwmZ8yYMcTExFCjRg1WlYOojrVZu2ZN2TUunT/Nj1/1oW0lkea+IrOOKbHTvs2zPHOS815P96mNgl74cpc01rOZWA7hRhtq8Q3ZPOYis1BSiluTIJ6lCGTcyiTNNASlKHDq1Clycy8zaBAsWQKRb9FvExKyqF17DdHRKWhoyFmx4tqbQu8gPR0OHIAFC1QxFH+UPXuOlL2vV68eAI8ePWLJkiVcvHgRCwsLHMt88os4enQ73bural+cO/f+sTMzM4mKinp+JOerrypz/Tp06hQLpBDQuRpazgJrZruirq6q7FtYWECrVnLWrg3n5Mn7dPbMwlJfZPYxMDIyIjAwkK5duzJu3Di6devGoEGDsLR0plkzOHUKuo+HIkcYEgTp6fk8fhxdNp/ezc0w00mm/d6foNYEGPsE1/p6rNUPIsZiMh30FZzIBXv1OFqeDkW7Zw6CdjENel1hHpZUFM0JKriE8MSeRd6VOThoEEbly9P77Fk679uHufefy0hkV6MGDjsPo3P0LlWOXuKGZgWulVSiUNRgePel0GcktH+Z+vUt4R1MbAoJ6dB5GZQzhF413pSRkJCQkJCQ+HcgKQ1/Ejc3N4YMGYKPjw8lJSUcOXKEKVO+Y86cOaxatYrdu3cTGhrKtWuny/ro6rpx4kQYP/74IxoaqmrnhnLQl0Pnzp2ZPn16meymTZv46quv8G95l/w8BT7XrDGTw9S35AGogx0OwCFK0UqpydKhl+naYDT31zgQX3SFJZEnmHjMALsaAdw7d4O2nmoczFAFDx8+fJguXSLQ14dRo3htZz42No2aNVeRmJjFsWPdaN/ei02bIsjLK37rM0lKgm3bYNgw8PUFExNo0ULks8+eMXnyH0sX/PBhIsnJKtc+NTU1UlJSmDdvHqtXryYtLQ0zMzP69u1L06YDyvpMm7aYtm1BWxvWr3//+JcuXeJlfE8F1qzR5eFDePbsAlbl9Div9KRXdTA3gMaN25b1U1e/g7OzMQP77UVZ2ZlhmVs4GgWRr2RRVigUODk5IZcb0qQJnD2rms8VNajsAP4OEPLjMUAVe6JvaEiSTwH1I69grjCFoMlQPBNypyNqD8DGeAQz9M6yM7kLXzp8g8eOPBiyFRxugVY5LLJaMOLGHIZnzOX415dQ09Cg8/799D57Fruaf13AgEP9+og/r6XTN5spQY17as7U3xiKvbolskm/n462kRdUslMFP48LBs1/eRC+hISEhITE/2ckZ4C/AC0tLdq2bYuHhwebNx9ELs8lN1ebjAxDMjMNyc9PJybmYZl8797rCAp6ewAtwPjx44mLi2Pp0qUATJs2jQr2z/D1+4Gjx40Z6QeTs+FKPlTWetnvPsdwFw9ybosBXYavJyclA1ClKTX50pRMxzq41KnAgS9r4utxkZ8/n4LvwEWcvNOA+gYn2L17HTVryjlw4ARGRvGsXLkIV9eaNGq0geLiUkJDe+LvXw6lUmTDhpvs3HmL7t1f3se1a9ClC9x+XqxcRweqV4f27SEnJ5yZM/cybZoejx9XYPz4iri7q4InsrOziY6OpqioCFEUUSqVZa9CZQ5JhREc3RBTdp1y5coRGxsLqBbkVapUoU6dOqipqVFY2An4AoBHj65x4MAl2rSpwrZtqsrXmppvf+avuibZ2VWjZ08ID3/CyZMPaNCjASdEOSMbwNzT1wlo68v+/SrZQ4cOsm3rNwQ32coU9wqMuTGM7/3bM/e4Git7vRw/KwuCg+HyZVUwsFkFiP4FVveGfo+LCN38Mp7BpqoHggDtj60mv9XPPCkeTobsVzLN2pEpz6NQ6KNKshQEFR86o796LQgCyRERRG1pgEvVFdgG7KekUMCtw2LaduqH7G1b/X8B9l27k3QrnJZLD3GqXS3aLzyG+pFrbzct/AZBgFkd4Mcj0L/W3zI9CQkJCQkJib8ISWn4C/Hw8GDSJDeKi0t48kSdsDA4fDiZbdtmApkACIIO06e/P/e8IAgsWLCA+Ph4Dh06BEDkkFW0bK8kPG8g+VcCMPIU+O4Z7LVT9XnEGY4lzGHD4DjCDtx5Y8zUxynweCzxt75iqdKYz/o6MGNBY3RGTSXPMI97Gqd4/DCqTD4zE0aOHEtu7kC0tBScOdMbT08zAGrXtsfZ2ZgVK66XKQ0lJdCnj2pxPHs21K4NFSuCmhqUlirx9PwVFxcTHj0yZs2a86xZc47q1a1o00aPoqIHZQXb3sW9uy9dd6pVq0bz5s2xtrbG3Ny8LABdqYSjRx0wNKxGRsYFQEnnzlPp2nUMGRm1OXhQRkgIZMbHc2LcOAIGD8a+dm3gdaWhd+9qAMydexFtbQXXtSvRwhPuXjzIaNdmYFoRQc8OMfsRWVlZiOfW0N3pLj/crYk42piqhxaw9l4Q1WQKzA3lCIKcL76QExOjx8aNRnToIKfdYjDWAR23YlaH5ULc9bLri1XL0TDzBAbNlBx13Ei+XI5cdMYAO8oVWWGwYj8Gp+9gMGwRSs9aXFqwgPA1a0i6dg2ZQkFam6bo2pZi4OiHT9eB732ufwVW3/1I2zYNaD/nc3QOXADDD69dEeSueklISEhI/Pvw8/Nzv379esz7ZDp27Gg/bty4ZH9//4IJEyZYzpgx48nH9NfW1vbLy8u7HhcXpxg0aJDtkSNH/lTGoNGjR5fT1dUtnTJlSvK7ZA4cOKA3e/Zsi9DQ0Ng/cy2AkJAQh+bNm2f27t07/fdkr1+/rtm7d2+HW7duaU+YMCHx1Tnu2LFDf8yYMXZKpZJu3bqlvFrY7t+CpDT8xchkMjQ01LG3Bzs7kXnzDqOrm0TO81IbtWtXQ0fn9/0w1NTU2Lp1K3Xq1OHatWsoS0vZs2UlsJJZ53ypP6I/+xp2JdzcEBP1y0xdNoJN426Rl/0yaEDPxoxebduwaOUuSnNVWdty0wv5cUYS2topVPK5zo3IQsQnIo/fMoeEhAfY2uZx+vTI14qYCYJA375+fPHFSe7cScXV1YQFCyA8HHbsgJCQ18fZsyeGO3dS2bq1Hbq6XjRvnkWnTsews4smN1cVUJ2drYu5uRnlyhlgaamLQqFGuuwuj4XLJF304ebNshoxDB06FH9/f37LxYsQHw/du3dm/XqVEmBh8YCNG0+jrv6I5cvbUtX2FltatSLnyRNijx6l38WLGDk7c/HixbJxevSoTlJSNps2RVCzuT+hxVr0cX3A9ntRyJ0bM//acL5tUJuU3RsA+OzsJXxOdEOjzhNm/ugFZELUHvr/8uYz7d5dxjffmnCnyJRAP1OGrNHF6Nod0kkokzGu6kK7O8uI9KpEvkxGnVwHzLRnIcvKhZAGiNERPOo7mlNz13HnYEeUxcVYVapE8Pz5+HTujPYHpgD+yxAEDHafgNwc0NX7Z68tISEhIfG38XsLfoCtW7eWuVLMnz/f6lWl4UP6v8DBwaH4zyoM/3bMzc1L5s2b92jHjh2v7a6VlJQwatQou6NHj94pX758sa+vr0dISEiGv7//e4vg/RUUFxej+MAiXZ8kpkEQBGNBEI4LgnD3+b9vbE0KgmArCEKoIAjRgiBECYLwL64g8Ha2bo3izJmH+Pm9XMjXr1/7g/vr6upy4MABAgMDX2tXpoZz/JthEFSO5t060zioGSsG33hNYWg+pCvVw2dxzqo/QsdYRoytjaPDy+DpvLxirkUUoHwtrZCAhYUjZmZmZS0tW5q+tepxz56+yOUCK1deIzERvv5aVVG6bdvX5URRZPr0X3F2NiYkxAN39/t88cUm3Nyi0NJSYmBgSmamOxs3wvjxD+je/QbNm19g7IRbLNsWwYpvmvPd2FxKSlQKvIaWGr5V3N76vLZuBQ0N+OabDmXWh+TkW8yaVYXS0niOHl3KhJqDUdPSosvBg8jkcja3aMH1ixfJzFRZgoyMzHF0dGThwiuUlCh5ZFWVital2K2rzNEq3QnOjWKIjRl7jF+mZ429cYvd2b2wWNuY2ne8GBypSd06HhiG9GDs+P5AX7q2bsraZQ34/PNqCAbGkPaUK3t/JWXsYdI33wKebzYIAu0USQi5jYnV1cVZaI6FzjzEtEwKGgaivHmdHTky1kydQcKlSwR+9hmDwsMZEBZGlc8+++cVhhcIgqQwSEhISPyPoa2t7QeqnfnAwEC34ODg8o6Ojl4tW7Z0fJECPTAw0O3MmTPaQ4YMsS4sLJS5u7t7tmzZ0vHV/pmZmbJq1aq5enp6eri6unpu2LDB8LfXun37trqLi4sXqKwX7u7unu7u7p5GRka+n3/+uRXA119/beHt7e3h6urqOWrUqHIv+o4fP97SwcHBu3r16q53797V+Jh7zMrKkrVv397B29vbw8PDo2xut2/fVvf393fz9PT08PT09Dh+/LgOgFKppEePHnZOTk5edevWdU5JSfngDXhra+uSOnXq5CkUitdyOp46dUrH3t6+0NPTs0hTU1Ns27Zt2o4dO157Runp6TJra2ufwsJCASAtLa3sOCoqSqNWrVouXl5eHv7+/m7Xr1/XBNi0aZNBhQoV3D08PDyrV6/uGh8frwYqa0znzp3ta9So4dK2bdu3V3V9C5/K0jABOCmK4gxBECY8Px7/G5kS4HNRFK8JgqAHhAmCcFwUxVv/9GT/CDk5RYwZc4xKlaxISXm5wKxd+8OVBgArKysuXrzI+fPnWb58Odu2bSM/P191siCfhJ1bXpN3dXVlxYoVePrXIGDZU+JiLQnse5mU6qOoNQ0ct53jxoztpEW8jLGo7AS6PiMJ1R7H6sFq/DS1P8eO7QVg7doz/PDDZ2hrv3YZrKz0aN7clTVrwrl/vx4lJXJ+/lm1dnyVkycfEBaWxMKFddi6dQt3795FXR1ycvSJjKzPrl0+aGkJzJ4t8uhRJpcvJ3LxUgJHL1zg6CJTlMrrwEvXHfdaJlxUn0ZdvkMdXSi5A4I+paIF27cLNG0Kzs4W1KtXjxMnTgAgk0XzVVsDJm+HjcUtcelaFafgRnTcvZu19eoxr/egVz6faqTk57F48VWqBrlzodCYWU8/J6FWdZ5oWVHXJozj+tmk1eqJ1oFt5CdnQeZTasVNJdx1JClKV9Rdz1BlwF1ObenAnB9LCXY+yVqvJsgzLCkeepA1RQ2o3QnOBxXS5PE6/M/fZ9L3qt8PfS8but48xtVhrdEoUUPzuAmHt/fGd996LChlt1IHzY5d6NG5M/a1a/9tsQoSEhISEv8e9vbpY/s0MlL79yU/HHNv77xWq1bFf6h8dHS01o0bN+47ODgU+/v7ux8/fly3cePGOS/OL1q0KHHNmjXmMTExb6zTtLW1lQcPHow1NjZWJiUlqVWpUsW9S5cuGe+qb/XCenHnzh31xo0buwwcODB1165d+rGxsZo3b96MFkWRBg0aOB8+fFhXV1dXuXv3buOIiIhbxcXFVKxY0dPPzy8P4IcffjADGDdu3FvSx6iYOHGiVVBQUNb27dvjXhRWa9myZVa5cuVKzp49e0dbW1uMiIjQ6Ny5c/nIyMjo9evXG8bGxmrcvn07KiEhQeHj4+PVq1evVIC+ffvanjt37o0dtLZt26a9z90oPj5e3draumzn18bGpujSpUuv5UQ3MjJSVqtWLXvbtm0G3bt3z1i1apVx06ZN0zU0NMR+/frZL1u27KGPj0/hL7/8ojN48GC7ixcv3mnYsGFOp06dYmQyGXPmzDGdMmWK5fLlyxMAbt68qX3p0qUYXV3dD67y/KmUhlZA3efv1wKn+I3SIIpiEpD0/H22IAjRgDXwn1Aavv/+DImJ2SxdWo/mzVX++AqF4g2rwYcgCAI1atSgRo0a/PTTT8xetJHvZi+HtPAyGblczrhx4/jmm294kKZJte8hIcWCPt0TqVldnWLsKFIrpWKXdjTs3JqwX44R+/Ap7QMzmahxgJSNO3B8NpvVkTK+/XZcmdKQl3eciRNL+emnNxen/fpVYu/e2+zYcYcpUzxwcnpz7rNnn6JTJzVSUs7w7JmIuro6NWvWJCenKrNmKZg0CWbOVN2jvb0h9vaG2NR9xL4WnRFFZyZOfMbJkwO4dEk1XvN6HckinrPiN9ROiUVRoopI/vXXeiQlnaRj3S8pjrtHg2ZKnusMLPn+ezqnpmJtcI8CtTC+/e4il66l0r9/JcpP+JmFUxeWzderWiWC120iLS2fOA9PDGSZVKl8jq8d5mIkz8Jaby1JVOGImjWWre7zYJnKB8nyh2VMnZRIM6ufuPEoEGUtEfnAYmQ6Ihu+OozcdzWc+JLdC+fwJHMd5k1EdDUKWO6/mcXnqpVd39dJi0hzHTLVEkloe4Vbe9bT3VCGpZpI0tCJtP7iW+QvanlISEhISEj8Q/j4+OQ6OTkVA3h5eeXdu3fvg/8YKZVKYeTIkTYXL17UlclkPH36VD0hIUHNzs6u5F198vLyhJCQEKe5c+c+cnV1LZo1a5b5mTNn9D09PT2fn5fFxMRoZmdny5o2bZqhp6enBGjUqFHGizHepyy84NSpU/pHjx41nD9/viVAYWGhEBsbq25vb1/ct29f+1u3bmnJZDIePnyoAXD69Gm9Dh06pKmpqeHg4FBcrVq17BdjrVy58oOVsFcR31JMShCENxoHDBjwbObMmZbdu3fP2LBhg+ny5cvjMjMzZdevX9dt37592SqsqKhIAHjw4IF669atbZ49e6YoKiqS2draFr6QCQ4OzvgYhQE+ndJg8VwpQBTFJEEQzN8nLAiCA+AHXHqPzABgAICdnd1fN9M/wN27qcyefYEePXwpKnrpix8YGIiWltZ7ev4+hoaGTJ04lPumQ9h57CoeWmu4kZpGvRHj+bJhRY7dhG4rQEsBoWMEarpYo9K1XkEAsX51hrKJCIq4l34OJ5tkRqltZ+rVjkxsWg0TExNSU1NRKjOZP/8qISFVqPWbDDd16zojl+uhqXmdceM8EEV4kglWhlBQUMD27Ufw949HoQBBkOHv70/dunXR0dEBoF8/mDULAurAlVwY3QiepCTRNrgiaQmm7Noto1VLC1avvlp2TWVmN6oW/sIF9XOc10uhZqg6ctGQzRs6oKWVh2mHM+yzMMCshzrysQKlJSJ3UlMJmWWDZkoKX8xox+dfX2XOzKMcOnT3+agvC9UtXfuUnBQZ5SoY8TjfG8+24UxtNJHTd6vgYRhJpNCTSPKwTc5mkn8EPZ/3OxwmsPXSDnZaZdPUbwO/DmiIWCKjuImcnTdk9OveFVn5+iz85glmGk+5aWnOIq0JhE+5x6ZFoWXXb6b9lGdtaqJzqYTuuY4YuZYiz0hFWLEd6+a/8f2SkJCQkPh/wcdYBP4uNDQ0yhaYcrmckpIS4X3yr7J06VLj1NRUtYiIiGgNDQ3R2traJz8//70u8t27d7dv0aJFeuvWrbNBtbAeOXJk0tixY1NelZsyZYq58Fs3h49AFEV27NgR6+vrW/hq++jRo8uZm5sX79y584FSqURLS6ssmPJd1/ujlgY7O7uixMTEMiUsISFBvVy5cm9kiGnUqFHuZ599pnHw4EHd0tJSoXLlygVpaWkyPT29krdZeIYNG2Y3YsSIJ127ds08cOCA3pQpU8pcunR0dD46B/7fFtMgCMIJQRAi3/Jq9ZHj6AI7gZGiKGa9S04UxWWiKAaIohjwqk/+38GNG0+IjU2juLj0bfNgxIgjaGqqMXNmA86cOVN2rtZvV91/gm9bChQbVaZei4X8uG4zJ2wqUn49tFoArhZw9Wuo6fLu/qG5AgZpzcgVddho2JGMhp6MLhiIoUYR3+4TCA4OLpN1dl5D796Qm/v6GLNmySgtrUh+fixPn2ayMBRsx5QyYt5F5s2fz/374SgU4OKiqmXRrFmzMoUBVFmWjMygY1f48SBUHiFSp5o+uem6HP0ln9atBG7fvk1SkmpRr6ZmwM/z3REjFlA58RbJmmacqzOIc42+YPOFTlRscY0cc3vsE51o/OM1fN1e+vcfTk2gW7u2CILI0VRdxFOfY7mzFyEdgoEXvz8CgpU15crp4elth7Ysj+/DB6CVUYqIjHqG2TwFmiRqMPvQEDo1fIahoeq3ISf/MYcqHKdxr83UWqCk6IomprOfoFs+i/nWPdgf1piF81ZyJsefPF9NAoQrdEtZRmq0PcnaL/PA2rR1RE2ppO7AUMwexKBWpTrCpoMgKQwSEhISEv9y1NTUxBc+96+SmZkpNzU1LdbQ0BD379+v9/jx4/daKaZPn26Wk5Mjf3Wh3aRJk6z169ebZmZmygAePHigSExMVKtXr17OwYMHDXNycoT09HTZ8ePHDT9mzkFBQVmzZ8+2eBGjce7cOa0Xc7aysiqWy+UsWrTIpLRUtearU6dO9vbt241LSkp4+PCh4uLFi2VKwsqVK+NjYmJu/fb1e5mQ6tSpkxsXF6cZExOjXlBQIOzatcs4JCQk422ynTp1Su3du3f5bt26pQAYGxsrbWxsilatWmUEqpiLCxcuaAFkZ2fL7ezsigHWrFlj8jHP5W38bZYGURQbvOucIAjJgiBYPbcyWAFP3yGnQKUwbBRFcdffNNWPpmfPPdy8mYxcrnKpcXIyev4ypri4lMOHY5k1qyGWlrqvKQ0fG8/wPlwtoVtVWHwKbtaBPSfh3E1Q94RJvcDW+O39LuXBl8/gZC6AIY2pQKRRIaHWETR1z2dM1E98dWMck/2DYeNGAIqLj/L0aR4TJmjz88+qce7ehRkzoHlzPw4cOMuipTfYn+fACOu96GekUwA8fAjW1r506dL6jXlkF8Cw7ZDqBxwB/3sQdhFkOpqsPnCLutV8ADjxy8myPkHVRc5dkTFgyAYONa1H8aB+XLe8QPQJC7KeGdC7lRl5U6uz9pdcttre5JnJEaAXAOsP2jLOMxhf9yhu7Peh6dADHFJrzoGDN8rGN6poT8M5aky5Eo3XxUEEG22lcII1YfdrUF2rmJ81akBODsxxgDFFoPkNLVo8YP3zynGTp+whNS2A0yvV8esfz/W6tlhaxRN10Jf7jVw5bB+ALL6U3Eq6LNYfjF6YElu7W2SFqpIjGOjKUAuxweuyGzqbZ4KbJ7zD31NCQkJCQuLfRteuXZ95eHh4ent75+3bt6/M1aJfv35pTZo0cfb29vbw8vLKc3R0fG9WoAULFlgqFArR3d3dE6BPnz7Pxo0b9ywqKkqzcuXK7qCKk9i4ceODmjVr5rVp0ybN29vby9raujAwMLAszuJDYhpmzJjxeMCAAXbu7u6eoigKNjY2haGhobEjR458GhIS4rRnzx6jmjVrZmtpaSkBunfvnnHy5El9Nzc3L0dHx4LAwMDsd439Wx49eqRWuXJlz9zcXLkgCOLSpUstoqOjI42NjZWzZ89+FBwc7FpaWkqXLl1SAgIC3vqM+vbtmzpz5kzrvn37pr1o27x58/3+/fvbz5w506qkpERo06ZNWrVq1fK//PLLx507d3aysLAoCggIyH306NFHBYn/FuFtflR/N4Ig/AikvhIIbSyK4rjfyAio4h3SRFEc+THjBwQEiFevXv19wT/IhQvx3L6dSmxsGvfupXPvnurftDRVgLKHhyk3bgyioCAXIyMjlEolMpmMtLQ0DAwM/rJ5xCaD+9egkENRCUxoC3tdILoIZprD5yYvA5OjCuCrZ7AnG8zk8KUpHM+FY7ki1R2OU1PzNA0Lo6n4/XGcnj3GJ+cqpzbWA1RpZEeN2szs2R345ReoW1dVqOziRYiJge7d15GcnkyrFkUohBJ0DUzZeESP6yce0Xn2KBb118HwlfCtq3HQeRncfwbftIDE/SUsX6GGmVcyOdX1UdOV03HUDUSbZA62msyT/WEAzJzugVbsUIavHMqayefo+U0NsnnMoM4G7NipjlWjqzy0rIZcWUID/fvYeJqxcrAlKFWxRb/eOkrIvkYkT4BfBsxjaGkjolduBqYC4DgsmIV6jzif15Hvc75i7vdDkOlWYfjD3qwuB73yE2HRcOi5C+S+4BDG7j37aPs8ZZQgeKChcYvq1eHgwQTaPIrkaE4jhBUi9fLP8qt6FQrcNGjc4RB9NNYRlledY6fucqPXIgACmpbj+4PtacBsZEgBzhISEhL/XxAEIUwUxYBX28LDw+N8fX1T3tVH4v8nq1evNtq7d6/hnj17Hvy+9McTHh5u6uvr6/C2c58qpmEGsE0QhL7AI6A9gCAI5YAVoig2BWoA3YEIQRBuPO83URTFQ59gvq9RrZot1arZvtGenp7PvXvp2NkZoK4u55dfzvPC3OXr6/uXKgwAzhYwsA5suQz7P4MGnvCFEnonwtincK1ApRzMTIUNmaAng6lmMNIEdGXQ1QAq3heISqyFoUM6rpp3MezRlImLJ/F5yWxsrZ2JT4xFqVSSlLSXKlVq0qdPOb7+Go4dg/nzwcoK6jezJC/tAWoCVKpUiQoVajJh7AL8GwewNVKHM9/C0m5KfIweszXSii/3yrE0gFNjoZYrbLJfzOXAalh3ekRBtiYXZtdl7ZAkjB6O42nEy0J1p4N78Nn93dS82oaRc6tTZHyFXddyObKrNtjJKDGxZfqtCfSspcBq5lREEY4vbsyjG6pg6aFrV5Ec0ggNLViVN4KkQ0owvAAZqvGD/PKx1FMwL3Q4/hUvU0PXngW3/NHTyKX9Uk/QfATNATUNsN0HgpzGjRujpaVFfn4+ohiNkVEMW7a4o6lpw1bTmVQV7bjt7caJa3WhFDQrFSC3LGCjWjt0nqXy9LvdZffnVE2fAIZKCoOEhISEhITEG/Ts2dM2NDTU4MCBA3d/X/qv55P4PoiimCqKYn1RFF2e/5v2vP3xc4UBURR/FUVREEWxgiiKFZ+/PrnC8D6MjLQICCiHubnKb//s2bNl5/5K16RX+bkzJM1WKQygUga22cA0c9iSBd73YXsWjDGB+87wlZlKBsBUDTZZQ1qRJmFPqhBfZMdtlwJa1zxCLdmvJBk2LbvOvXv36NTpMI8eifTtC35+MHgwREZGUZB1CTU1eJpiTPPmzZk7VxWvvnNRNS5OBF0hk+aN62Bvb8u4ECvEsN4UWu6kT24m9nczGKTbnScNytH0/iNGfdEW1y3GFB9o/ZrC4GauRQWDfObUHUF6+yQyskUG/FiZY4+qQZGMLzs8Iv5KABPUDmI1+UtAZWWZMqpj2Rjh229R3yyMtq1FNmyAjDQRtcKXRd0c5OWocfocci0lX9eeikvmdLbrONFJeyM6PR5BK22w8gbLvSBXBdtra2vTpEmTsjG6dNnNi5Aaff3hHNZphl6lAhBEsAB/38u0LjpDz8x0LgZP5HGsKl5DrhDo2KELxrwnEEVCQkJCQkLi/y1r166Nf/ToUWSFChUKf1/6r0dymP4b+buCoF9FJgP139iLBAG+MIUjdjDOBGKd4QcLMHmLXam2DnxrJpCQ5cDu3BDUi9W43sqNxR790bKqUSb34MEDMjMTmDDhJmpqsHgxREWFs3PnTmQoefjUiuVL07l9O5Xly6/RpYsP9vaGuJlkoX+qAST/qhqo4BklYWt4+nk77lUxJblvc+TrZ6M8fJZhvbbRYl0h4Y9f+b8g16SJmyufhTTn0re1ODGuGVEP/NFulAuPwOaeAgMDka/vj0DIyoAlm0DzZWBx2zYt0XxxfD8Cj4eLqdv+GAA1akRRkq9yfZQZmvPN2fXYmDzl19rBtHwQwba4qeShQ1/T6mCRBg65YBcBmo1fe4ZtX6lod/r0K6E3ai7Y61TliE1L5E1E3JpmEJpfj275bsxvtZkH1zJUn5cMxmyqQ3PXzz/gE5eQkJCQkJCQ+OeRlIa/iYKCAi5fvlx2/HcpDe+jkS7MtADr36kO/qUp1NQu5caTylzIq4i6TJO43nascNoCclXMzNOnT8nMzMTI6Dj37xeiphbGnj17AJHI0joM7duS4mKRZs02kZdXzPjxNcjOzqZJkyZcufL2+BKxuITCs+fImPwdz4Z2ghsXys6pq8nob6eJd6c9HK55m2FF24jDlW9jJnNN2Z8+a2NQq1jEozgZ1MtjegdPFhxfwjLPYlZzgw1EsINonuqVUKHhS4vJuokGyOquZ9jnyVSr83KBrzSsSdWK2Vyb6IBXq8vQ6hErrUbgpQGBBt4ge7Mq9guaNWuGmppKI7t69So///wzxcXPM6XpfkFV+S/cCVrIVZd2CKIVnfoc4fTp02X9py0dzbh2y1Dwl9btkZCQkJCQkJD4y5CUhr+Jy5cvU1SkCsB1c3PD3Py9pSg+KXIBtlrL0ZKJLEkZhnGOHrmGmlRpcAVbw5c1L9LT08nNzeXIkXUcOHAAgOMZ9enboS7+lSypUsWa+/fTadXKDTs7LZo2bcr58+fL+g+aX4fvL9Wiy9eVsalo/9a5qClkKNr1Q743GtegHiyoHMt3NW9zdmwJsatsqDXKnzENurLgWWW0vhVRtykhO0SD6R7fsMXSl9PiIw5zjx1Es54IPis9xY16Ly0B2dFHmL94LHUmDWHvg8Nl7RqVq1LSxBBtdVXkeFQBXMqHvoZvVrn+LYaGhjRs2LDsePjw4fj6+nLkyBFQVACN5pQvGId28Un6jivHvn0HymRnzpzJhH6zJbckCQkJCQkJiX81ktLwN/F3pVr9uyingDXlIKvQiM8ze6KrNCG2SnkGOb8sfJb0LAOAx48fAxCaE4y+fU2CvVXnBw0KQBCg40io3cyPX3/9taxvox+CaftZJboGTmXolB1Uuv4D0/Z1Yun03jRvZImPO7SqKGe+TEls1GH8CzMZO24pS0KGMrS7G5nl1KgZL6O+R0ui/Woy+8hSHg83oVDUJWZlDarIBc4l+ZH6qDWzikPYTXvW0wr50yCKarZCpq2ymIjpt4i4Kmfq6i+JPZJeNr8xfWtwtRC2Pa8EsjIDFEC3D4xdX7hwIeXLly87jo6OpkmTJjRp0oRb8Z0RxQJGT9Zm3aaX1qdx48Yxbty4tw0nISEhISEhIfGvQlIa/ib+iSDov5oQPQXNjRK4lFWdi+lBpNoaUqPey232k6G/ElilKnK5nAzT5pzLqsKcl3HG1OuZw5zo63w/5TOun4kta3f+ajIHxu6kIXNQUImflZdxSbzHiFwB+2dGVD2bSbu7Ap8bVWWQkRp2DvacauDBd2aqIG6rO9A8HhJLYJEl3HdTY/SoAehOnw/lbHH5cjKnXNT52RJ+zQPve7AsXSAmX4OD6YYMtdYhuMXLYGVjtQXcvGSHmK5KPqBQKPiidiUqasKEp5BVCuszoaUemH1gfjFHR0eioqKYOXMmenovi0EeOXKECv49aNDZnnnL88ra+/Xrx4wZMz72I5KQkJCQkPhk3L59W93FxcXrU8/j/PnzWlu3bi3b1tu4caPBxIkTLT/lnP4/ICkNfwMlJSWcO3eu7PhTxDP8UdZbWmCi+YwfnrUno8gcrdaOmGmqviYleSlsizCnWdcJzL/hz9AgcLdS9VNSyrWCtawdGkZU6Mu00sKYH9jz5Tco0KaQEmaI55EV5TJ68wKWDt3FpXnz8GrfnhHrVlPrzlUEL1/Ycgi5ni5fmsFZB2itB6vLqQK6BxuDpgyVz1DXPnD5LtQPRibAMGOIcIJALRiUBHXiwEINvjcX6NexR9mctG4cpXql7WXHlSpVQkdLk1nm8LAYWsZDSqnKNelj0NTUZNy4cdy9e5cBAwYge16YrbS0lF/OPCyTCwkJYcmSJe8sQy8hISEhIfH/hbIYwI/g6tWr2gcPHixTGrp27Zr5e1WXJf48ktLwN3D9+nVyc3MBsLOzw97+7f77/0YMBQXfW8ZQLCpY/WQoCZUcqOf28muyZtsxOq1Qw0gHvm3xst+9olAmtdnLjZMJZW2yUdMYMGoMXppQipL5eWd5KGbw+ba53NiWRPlWXRgWE0PrYYMw+GIIlHeBbUdB/6VPUDVt2GwDvQxB8QFrbEd1OG4Hy61URewWWYKBHJo0aYKuri4AiXfjMDz5Mq6gWrVqANTXhaa6cDoPbNRUgeR/BAsLC5YuXcq1a9cICgp67VyDBg3YuHEjcrlUi0FCQkJC4t/NpEmTLFxcXLxcXFy8pkyZYg6qjdG2bds6uLq6egYHB5fPzs6WAQwZMsTaycnJy9XV1XPAgAE2AI8fP1Zr3Lixk7e3t4e3t7fHsWPHdABGjx5drnPnzvY1atRwadu2rWOFChXcr169Wpb6MDAw0O3s2bPaoaGh2n5+fu4eHh6efn5+7uHh4RoFBQXC9OnTy+3fv9/I3d3dc/ny5Ubz58836dGjhx3AnTt31KtVq+bq6urqWa1aNde7d++qA4SEhDj06tXL1s/Pz93GxsZn9erVRgAPHz5UBAQEuLm7u3u6uLh4HTly5A/+9f/f51MVd/uf5lXXpP+SleEFfbSrs8I4nIuplbhcUImKdc+xNTwVAJ2UY9xJHs/CrmCkKkdBqVjC4P7DCD/6skq7zeeDeNZvLDoGZ+mT8Zh0HRGltpzWR3dSPjoBx023MXJ2gaib0LkpWJSD7cfB2ORPz18QoJ+R6vUCTU1NWrVqxcaNGwE4dOhlyY/q1auXvf/BHI7lqPrK/6QhwNfXl5MnT7Jv3z4WLVqEnZ0dc+fORUPjT1Vxl5CQkJD4f4YgCP5/19iiKIa9rf3s2bPamzZtMgkLC4sWRRF/f3+P+vXrZ8fFxWkuXbo0rlGjRrnt27d3+PHHH82GDh2acujQIaP79+9HymQyUlJS5AADBw60HT16dHLjxo1z7t69q964cWOX+/fvRwHcvHlT+9KlSzG6urri5MmTzTdu3GgcEBDw+OHDh4qnT58qatWqlZeWlia7fPlyjEKhYM+ePXrjxo2zOXr06L0vvvji8dWrV3XWrVv3CGD+/Plli4dBgwbZdenSJfWzzz5L/emnn0wGDx5se+LEiXsAycnJiqtXr8bcuHFDs02bNs69e/dOX7VqlXH9+vUzZ86c+aSkpIQXSpDEm0hKw9/Afy0I+rcokDPTRE6r7CxWJA1jZt+LMO8IAMXxpxlg9gs1UzKIP2+JrpUV3674hpPrbpf1txnfnYQei/HUv07inYto3HuCzbN86hjm0CZmB/IhF8DWBe7HQvtGoK0DO0+Axd/rjtixY8cypeFVXlgaALw04bYz2PxOmtoPRRAEWrVqRatWrf6aASUkJCQkJP4BTp06pdu0adMMfX19JUCzZs3SQ0ND9SwtLYsaNWqUC9C9e/fU+fPnm3/99dfJGhoayk6dOtk3a9Yss2PHjpkA586d0797967WizFzcnLk6enpMoDg4OAMXV1dEaBHjx7pDRo0cJ07d+7jdevWGbVo0SIdIC0tTd6xY0fHuLg4TUEQxOLi4t/dzrt+/brO4cOH7wEMHjw4bfLkyTYvzrVs2TJDLpfj7+9fkJqaqgCoWrVq7sCBAx2Ki4tl7dq1S69evXr+X/UM/9eQlIa/GKVS+VrWoP+ipQEgSK0CTS2Osi0+mP0WfXG1Os6dpFKKSkspmVGf3c/lwoD9r/Tz7VmR7HZj0U+OZ0CPgfg2b4p76x5Y1ABhaQBU6gu2VSApEdo1gNIS2BMKtn+/C1ejRo0wMDAgMzOzrM3GxgYbG5vX5Mqr/+1TkZCQkJCQ+FcjiuJb238bjycIAgqFghs3bkTv27dPf8uWLUaLFy82v3jx4h1RFLl69Wr0C+XgVXR0dJQv3js6OhYbGhqWXLp0SWvXrl3GS5cufQgwfvx46zp16mQfP3783u3bt9Xr1avn9mfuSVNTs2weL+6vSZMmOWfOnLm9c+dOg169ejkOHz48ediwYal/5jr/q0gmmL+Y6OhoUlNV3zVTU1Pc3d0/8Yz+GAIC3+h6Y2MQx4GU1jg2cC07px9YiUGnfsF+6GAOyV7+eFg19qbnsKrc1/bhR2t1Rly9TN1Jk7D0cELY1hG0zaDBdEhNgXYNIT0Nth4BV49/5J40NDRo06bNa22vWhkkJCQkJCT+jYiiGPZ3vd51zXr16uUcOnTIMDs7W5aVlSU7dOiQUVBQUHZSUpL6iRMndAA2bdpkXL169ZzMzEzZc6tA5pIlS+Kjo6O1AWrWrJk1c+bMskJV58+f13rX9dq1a5c2bdo0y+zsbHlgYGA+QFZWltzGxqYIYOnSpaYvZPX19UtzcnLeuob18/PLXbFihdHzPsYBAQE573u2d+7cUbe2ti7+/PPPU7p165Zy7do1qdLqO5CUhr+Y37om/Zcz5HgJNnQ3DUcuLyWyzmdl7SfDrhHfqh5DFy6mVKnS1A0qOTJ/ngWzC78iIOYK/Ua3gxOHQamEfQMgLRbabwFRQxXD8PA+bNgHFQP+0Xvq2LHja8evxjNISEhISEhIqKhZs2Zely5dUitVquTh7+/v0b1792empqal5cuXL1i1apWJq6urZ3p6utqYMWOeZWRkyIODg11cXV09a9Wq5fbdd9/FAyxbtiz+2rVrOq6urp5OTk5eCxYsMHvX9bp165Z+8OBB41atWqW9aBs/fvyTSZMm2VSqVMm9tLS0TLZJkybZd+78X3v3H2RVeR5w/PsARhZEJAIWBYE6MWVFV4WCUZlm4o9EkwiUglaNViMmY6YTjZWqMdOpTgaTtNrGiI5DikRSEo0osTVYEzVWBmtBJOKPVKMGUHAXbBTLDNl1n/5xD7ghuzcs7u7du/f7mWHuOe95z9nnss/s7nPf9z3nf+p2LYRue53bbrttw1133TX8yCOPrF+6dOnBCxYs2FjufT700END6uvrj5owYUL98uXLh82bN+/Nff5P6+Oio+GnajZ58uRcvXp1Rb72ueeey9KlSwG4+eabufzyyysSR1fZmG9z1m9+yTMv19P/xKG811IaTRx+wGC2vlu6Q9SgcSP48xVX8HT/L/P8bwfx+LP3Mm3+FfD6Rjh9DByxEU75Okz9SqlgWPU4LL4PPvnZcl+6WzQ3NzNq1Kjdo0FPPvkkU6dO7fE4JEnaJSLWZObvfIq2bt261xoaGrZ2dI7UHdatWze8oaFhXHvHHGnoQplZ9Yug9zQmhvL5IW9z8PAd5HHvfyq/q2D40LBBHPK9hfzre1fzTusgHhwD086eBU+9DDd+DcZvhF8D194F55wBTzwKt9xZkYIBSg9ymz9/PnV1dcycOZMpU6ZUJA5JkqRqYtHQhV577TVef/11AIYMGUJDQ0OFI+oa5w04mUmj/pv82Om/095v/wH0W3Afrx58FnOHBc8dAWfsehjyezvgne/DQaPh07dD/wGw8jGYfwvMPr/H30Nbc+fOZfv27Sxbtqyqp49JkiT1FO+e1IVWrFixe/ukk07qMw/wGkYdF+4/gufP+Cibvl00RtA6fyl1x5/AA4cmpx7Q5o/vTLj/Ynh7A1z8czj8RPiLufDGJhh9eEXew576yvdGkiSpJzjS0EXWr1/PvHnzdu/v+STgajczjuNjp7aw3/lz4dCxcMN3OfLsen6x+SZOjT3uTLbqn+GF++C0b5QKBoB+/XpNwSBJUhVobW1tdThcPabIt9aOjls0dIFt27Yxffp03n23dFev8ePHM3fu3ApH1bXq2I/P9a/nT2//Sw5b+TgnXTGWhRsXMvqR6+Hm8fDwtbBjG2x8Ev7jKviT6XDiFZUOW5KkarW+qalpqIWDekJra2s0NTUNBdZ31MfpSR9Qc3Mzc+bM4ZVXXgFg8ODBLF++nGHDhv2BM6vPmXEMywYtYfi4JhoymDb1Jhh/CTx2PTxxIzz1HRhQB0PHwMxF4HoBSZL2SUtLyyVbtmxZuGXLlon4Ia+6XyuwvqWl5ZKOOlg0fEBXXnkljzzyyO79JUuWcPTRR1cwou7Tn358MY7nhzzDFTGj1DiyHub8ABq/Bo/+PbzyU5hzN9T1vaJJkqSeMmnSpEbgrErHIe1i0fABLFy4kFtuuWX3/vXXX8+MGTMqF1APmMpEpjLx9w+MPArOvru0CNoRBkmSpD7F4a599MQTT3DZZZft3p89ezbXXXddBSPqJSwYJEmS+hyLhn2wYcMGZs2aRXNzMwDHHnssixYt8p7/kiRJ6pMsGjppx44dzJgxg8bGRgBGjBjB/fffz+DBgyscmSRJktQ9LBo6ITO56KKLWLt2LQADBgzg3nvvZezYsRWOTJIkSeo+Fg2dsHPnTlpaWnbv33rrrUybNq2CEUmSJEndryJ3T4qIDwM/BMYBrwFzMvN/O+jbH1gNvJ6Zn+mpGNszcOBA7rnnHm644Qa2bt3KpZdeWslwJEmSpB4RmdnzXzTim8BbmXljRFwNDMvMv+2g71eAycCBe1s0TJ48OVevXt11AbcjM134LEmSPrCIWJOZkysdh1ROpaYnTQcWF9uLgRntdYqI0cCngYU9E9bes2CQJElSrahU0XBIZm4GKF5HdtDvn4B5lB5tXVZEXBoRqyNidVNTU5cFKkmSJNW6blvTEBE/Bf6onUNf3cvzPwM0ZuaaiPj4H+qfmXcAd0BpetLeRypJkiSpnG4rGjLz1I6ORcSbETEqMzdHxCigsZ1uJwFnRcSZwEDgwIhYkpnnd1PIkiRJktpRqelJPwYuLLYvBJbv2SEzr8nM0Zk5DjgHeMSCQZIkSep5lSoabgROi4iXgNOKfSLi0Ih4sEIxSZIkSWpHRZ7TkJnbgFPaaX8DOLOd9seAx7o9MEmSJEm/pyLPaehuEdEE/LrScfSg4cDWSgehqmLOqLPMGXWWObP3xmbmiEoHIZXTJ4uGWhMRq30ojDrDnFFnmTPqLHNG6lsqtaZBkiRJUpWwaJAkSZJUlkVD33BHpQNQ1TFn1FnmjDrLnJH6ENc0SJIkSSrLkQZJkiRJZVk09FIR8S8R0RgR69u0NUTEqoh4NiIeiIgD2xw7pjj2XHF8YNE+qdh/OSK+HRFRifej7tWZfImI/SJicdH+QkRc0+Yc86VGRMSYiHi0yIHnIuLLRfuHI+LhiHipeB3W5pxritz4ZUR8sk27eVMDOpszEXFaRKwpcmNNRHyizbXMGanKWDT0XncCn9qjbSFwdWYeDdwHXAUQEQOAJcAXM/Mo4ONAc3HObcClwEeKf3teU33DnexlvgCzgf2L9knAFyJiXHHMfKkdLcCVmTkBOAH4UkTUA1cDP8vMjwA/K/Ypjp0DHEUpLxZERP/iWuZNbehUzlB6RsNni581FwJ3tbmWOSNVGYuGXiozHwfe2qP5o8DjxfbDwKxi+3TgF5m5rjh3W2a+FxGjgAMzc1WWFq98D5jR7cGrx3UyXxIYXBSbdcBvgXfMl9qSmZsz8+liezvwAnAYMB1YXHRbzPs5MB34QWbuzMxXgZeBKeZN7ehszmTm2sx8o2h/DhgYEfubM1J1smioLuuBs4rt2cCYYvtIICPioYh4OiLmFe2HAZvanL+paFNt6ChffgT8H7AZ2AD8Q2a+hflSs4qRpuOA/wIOyczNUPojERhZdDsM2NjmtF35Yd7UoL3MmbZmAWszcyfmjFSVLBqqy8WUhoPXAEMofUIMMAA4GTiveJ0ZEacA7c0R9XZZtaOjfJkCvAccCowHroyIP8Z8qUkRcQBwL3B5Zr5Trms7bVmmXX1UJ3JmV/+jgG8AX9jV1E43c0bq5SwaqkhmvpiZp2fmJGAp8Kvi0Cbg55m5NTN3AA8Cxxfto9tcYjTwBqoJZfLlXGBFZjZnZiOwEpiM+VJzImI/Sn/8fT8zlxXNbxbTRyheG4v2Tbw/WgXv54d5U0M6mTNExGhKa6ouyMy2v7PMGanKWDRUkYgYWbz2A64Dbi8OPQQcExGDinnqfwY8XwwTb4+IE4o7U1wALK9A6KqAMvmyAfhElAymtKDxRfOlthTf4+8CuLe6BgAAAkhJREFUL2TmTW0O/ZjSolWK1+Vt2s8p5qSPp7R49SnzpnZ0Nmci4iDg34FrMnPlrs7mjFSdfLhbLxURSyndBWk48Cbwd8ABwJeKLsso/SDOov/5wDWUhngfzMx5RftkSnfWqQN+Avx1+k3vczqTL8XUgkVAPaVpAosy81vFdcyXGhERJwP/CTwLtBbN11Kao343cDilAnN2seaFiPgqpWlvLZSmpvykaDdvakBncyYirqP0e+mlNpc5PTMbzRmp+lg0SJIkSSrL6UmSJEmSyrJokCRJklSWRYMkSZKksiwaJEmSJJVl0SBJkiSpLIsGSTUtIg6KiMuK7UMj4keVjkmSpN7GW65KqmkRMQ74t8ycWOlYJEnqrQZUOgBJqrAbgSMi4hlKD6GakJkTI+KvgBlAf2Ai8I/Ah4DPATuBM4sHWB0B3AqMAHYAczPzxZ5+E5IkdSenJ0mqdVcDv8rMY4Gr9jg2ETgXmAJ8HdiRmccBq4ALij53UHqa7STgb4AFPRG0JEk9yZEGSerYo5m5HdgeEW8DDxTtzwLHRMQBwInAPRGx65z9ez5MSZK6l0WDJHVsZ5vt1jb7rZR+fvYDflOMUkiS1Gc5PUlSrdsODNmXEzPzHeDViJgNECUNXRmcJEm9gUWDpJqWmduAlRGxHvjWPlziPODzEbEOeA6Y3pXxSZLUG3jLVUmSJEllOdIgSZIkqSyLBkmSJEllWTRIkiRJKsuiQZIkSVJZFg2SJEmSyrJokCRJklSWRYMkSZKksiwaJEmSJJX1/yN9oz7cFDknAAAAAElFTkSuQmCC\n", + "image/png": 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3oVAo3rVrl8Hd98rOzua4uLi4A229F+qdnQ0NDb3mz59vCQCffPKJuUQicRMKheK5c+daqa9dtGiRhUAgkPj4+Lheu3aN+yhtrK+vZ4wePVrg4eHh5ubmpoktOzub4+Pj4yoWi93EYrFbTEyMNgCoVCpMmTLFTiAQSAICAoSVlZWdHuZvbW2t6Nevn5TNZj9wV+Xvv//eePr06Zov1FevXm0SHh5uCwAbNmww8vDwcBOJROIJEybYqxOBiRMn2kkkEjdnZ2f39s/F2traY9asWdZisdhty5YtneoN6UiXzWmgaVpBUdQcACfRNl9hC03TGRRFLQOQQNP04dvnBlEUlQlACWABTdNVXRUzQRAEQRBPX4tSioNF29Ekt0d+Uz0+FQmh0/Ipklo5sOGYQZvXExTTEmBYAkxLgGkBMAUv5Z4Mq8I32Oan3+Q/yToFEjvpB5tnF3Zcss3Vq1d5ycnJNwQCgdzHx0cUExOjM3jw4Eb1+Q0bNhRv27bNLCsrK/Pua/l8vuro0aO5RkZGqtLSUpa/v79owoQJtQzG/b+33rdvXwEA5OTkcIKDg11mzpxZdfDgQb3c3Fyt1NTUqzRNY+DAgc7Hjx/X0dHRUR06dMgoLS0tUy6Xo1u3bmJvb28pAHzzzTemALBw4cIHjltfsmSJZWBgYP3+/fvzKysrmb6+vm6hoaH1VlZWinPnzuXw+Xw6LS2NO378eMf09PSrO3fuNMjNzeXm5uamFxUVsT08PNynTp1aBQDh4eG2cXFxunffY9SoUdUrVqy41ZnnPG3atBqJRGIpk8mKuFwuvWvXLpNNmzYVXLlyRSsqKsooISEhi8vl0pMmTbLbuHGj8Zw5c6rWrFlTbG5urlQoFAgICHC9ePEiz9/fvxkAjI2NFZmZmVc7c+/O6MqJ0KBp+hiAY3cdW9ruNQ1g3u0fgiAIgiD+A46W/opbzU24WmuEfqY2CNb6HqlyU1CUDC7me8FgkRXYnyUPD48mJycnOQC4u7tLr1+/zunstSqVioqIiLCJj4/XYTAYKC8v5xQVFbHs7OweOGZGKpVSYWFhTmvWrLkpFApbV61aZRYbG6snFovFt88zsrKytBoaGhhDhgyp1dXVVQHAoEGDatV1PCxZUDtz5ozeyZMnDSIjIy0AQCaTUbm5uRx7e3t5eHi4fWZmJo/BYKCgoIALAGfPntUdM2ZMNYvFgkAgkPfq1atBXdfmzZs7nYQ9iL6+vqp3794N+/bt0/fw8GiRy+WUn59f84oVK0zT09P5Xl5ebgDQ0tLCMDMzUwDA9u3bjbZt22aiUCioiooKdkpKipY6aZgyZUrN48bUXpcmDQRBEARBvFxomsbPO84h6BURnBwe7cN9YnkxYkvS8WdZEqpahFCoKJg2p2BFjidKFUp0N/OD1n8sYXiUHoGnhcvlaobUMJlMKBSKTnfpbNq0yaiqqoqVlpZ2lcvl0tbW1h7Nzc0PHR4/efJk+2HDhtWMGDGiAWj7OxUREVG6YMGCyvblli1b9lh/GWiaRlRUVK6Xl5es/fF58+ZZmZmZyQ8cOJCnUqnA4/E6XI7rSfQ0AMCMGTMqly9fbiEUClsmTZpUeTtOavTo0VXr16+/Y+5vVlYWZ926deaJiYlXTU1NlWFhYYKWlhbNs1UnU0/K8756EkEQBEEQLwilUoVvI09i1754xMbl3HO+sVmGGRv2YdPp82gbTPCPlIpSjD22Bz8kpSCjxBq3qtmorGVhwzUHbL4uwbECLyRXCp5RS4hHxWKxaJlMdk8yUVdXxzQxMZFzuVz6yJEjuiUlJQ/tpfjqq69MGxsbme0/aIeEhNTv3LnTpK6ujgEAeXl57OLiYlZQUFDjsWPHDBobG6mamhpGTEyMwaPEHBgYWL969Wpz9RyNuLg4njpmS0tLOZPJxIYNG4yVSiUAoF+/fg1RUVFGCoUCBQUF7Pj4eE2SsHnz5sKsrKzMu38eJWEAgKCgoKbS0lLOoUOHjMPDw6sBIDg4uD46OtqwuLiYBQBlZWXMnJwcTk1NDZPH46mMjIyUhYWFrDNnzug/yr0eFelpIAiCIAjisSkUSqxYfQynzl7FlHG9MHVi7zvOZxWWY/aGKNTUtiCh9RpiOUl43c4fgy29oKKB984egR6XCZFtFnLrzTHAhIeFVrtxSW4MBsXHKzZ7wWUZdVHriI5MnDixws3NTSyRSKSHDx/OUx9/8803q0NCQpyFQqHY09NT6uDg0PKwetatW2fBZrNpkUgkBoDp06dXLFy4sCIjI0OrR48eIqBtnsTu3bvz+vTpIx05cmS1RCJxNzY2lnt6ejap6+nMnIaVK1eWzJgxw04kEolVKhVla2srO336dG5ERER5WFiY0969e42DgoLqeDyeCgAmT55ce+rUKT1nZ2eJlZWVzNvbu/FBdd/t5s2brB49eoibmpqYFEXRmzZtMr969Wq6kZHRPb0BI0aMqElNTeWbmpoqAcDHx6fl448/Lh4wYIBQpVKBzWbTkZGRNwcMGNAkkUikTk5OEktLy1YfH59Ox/NvUHdn+i86X19fOiEhoavDIAiCIIj/jFa5Ap9/dRjn43MxY+ormDimp+acUqXCt4fOYv+pZCgZNGQGFNg6TNi50yhnl0GbxQWn2QLXKuvQ16UAJTJDcBkc7HT5FTm0EWoUjehltRP6XPcubOHTQ1FUIk3Tvu2PpaSk5Ht5eVU+6Bri5RYYGOgcERFRNnz48IaOSz9ZKSkpJl5eXoL7nSPDkwiCIAiCeGQVtY2QtrSipUWOJZ8fxPn4XLw/a6AmYSisqcW3f8QiYPF6/PpnMhRcGgaebEROHgo7AwPkpQKT9YNhzbRFdmUdtHRacKNZG3VyFT6y+Ru3KH1UKarhbvLJS5swEER7lZWVTIFAINHS0lJ1RcLQETI8iSAIgiCIR1JR14jhS7dCLlfAsJYBWb0MYaN9MWigO5QqFd6POopTabng1gAMFQAHGboF6OHHnuHgMZTwtx2E9w6cw7o/E8EwANzsDMA3uoImuTleNymFPb8Mya1y2OmOga3uyK5uLkE8EyYmJsr8/Pz0ro7jQUjSQBAEQRDEIzl0Ph0tLXLYtnBRW9+EVlMWtl1KwY7LqbAy1UNeQx34LYC+rhZavMvhbGeMtb5TwWs9ArphOXToJqzrz0Tgb5NQX8sHdAogtKvHx9alUCqycKFVBwZcL7gZL+7qphIEcRtJGgiCIAiC6DS5UomosykwrWOgqbkFKz4Zie7dBUi9UYqzGdex/+9UsFoALXMWmjwrIDDVxw/eQ6HT9D6ams/iFuxBs3pie74xKrTZCDCpQ2KuCXhKNlrMkpCuNAeTArqbrQGT6vR2AARBPGUkaSAIgiAIotPOJF9HfVEDuA0qCCcaIU43E8dTMpBaXoOMykqwDFhgOTejlscAXasFSyZwPOsd2BkWoJ7mAChF9i0au3MF6GV5DbaW1WDomiAxWYjRh7rjrf4nMNhpLbRY5l3dVIIg2iFJA0EQBEEQnfbLH4ng1qugEMiRqVOD04mVUCgZoBgqcJsZoJkq8O2aYMhSwADNyK8yxJLkfrDWbsIEVzMMdQjGZxdPQKDHwDA3MS7WXMKbPgIEWzdh1Ult/JU2HeMlvh0HQhDEM0VWTyIIgiAIolOuFVci+0oRaJpGpZiN4moavqb2WNUnBD/2fRV0Awu2tjUYYnkV0+zOQWxegsHiHCzp4QIdjj2+vdKEAQcPoVbWgq/6DMCV2mR4G/REf8sPMcl7KX6dPhVfD5/U1c0kAHh7e4s6KjN27Fj7xMRELQBYvHixxaNez+fzvQEgPz+fHRwc7PhvY1WbN2+e1dKlSx/aRRUdHa0bGBjo/Lj3AoCwsDDB1q1bDTtT9scffzQSCoVioVAo9vb2Fl24cIH3JGJ4lkhPA0EQBEEQnfLTgTiwm2jUO1NwsTPD968Mg40OcLNuC+afKAdFWWCC12l4G1TDmmOHwfx3sT5/J8qos9g3ZCmSy2uxMysJwfZCZDefBEAj1HqCpn6hmUnXNY64Q1JSUlZHZfbt21egfh0ZGWm5cuVKze7HnbleTSAQyE+cOHHj0aN8cTg7O8vi4uKyTU1Nlb/++qvezJkz7VNTUzv9jB6HQqEAi/X4H/lJTwNBEARBEB3Kq6rGhdM5UDFp2Ah56BtfhCvn3sTpwn749eZpXC8wRw9BKSbaBaOb+c8wNT8KG71+mOm0GPWKWmy8vhI9LMyweWAYfCw5uFLzN4LMh8GIY9rVTSPuQ90LEB0drevn5+caHBzs6ODg4B4aGuqgUrVtYuzn5+caGxvLnz17trVMJmOIRCJxaGioQ/vr6+rqGL169RKKxWI3oVAo3rVrl8Hd98rOzua4uLi4A229FyKRSCwSicSGhoZe8+fPtwSATz75xFwikbgJhULx3LlzrdTXLlq0yEIgEEh8fHxcr127xn2UNtbX1zNGjx4t8PDwcHNzc9PElp2dzfHx8XEVi8VuYrHYLSYmRhsAVCoVpkyZYicQCCQBAQHCysrKTn8Sf/XVV5vUOzwHBgY23bp1655Z/t9//73x9OnTbdXvV69ebRIeHm4LABs2bDDy8PBwE4lE4gkTJtgrFAoAwMSJE+0kEombs7Oze/vnYm1t7TFr1ixrsVjstmXLlk71hnSE9DQQBEEQBPFQieXFeGfZHmiXNYOpkEGxvhbnOEowLORwFjvhYq4TlEomPhq4CFyDO5MAgbYz3nL8AJuuf4NN11dilvMSHCzaDn22EQaYDeuiFr04vvsoyjb/Whn/SdYpcDGXzl3+emFny1+9epWXnJx8QyAQyH18fEQxMTE6gwcPblSf37BhQ/G2bdvMsrKyMu++ls/nq44ePZprZGSkKi0tZfn7+4smTJhQy2Dc/3trde9FTk4OJzg42GXmzJlVBw8e1MvNzdVKTU29StM0Bg4c6Hz8+HEdHR0d1aFDh4zS0tIy5XI5unXrJvb29pYCwDfffGMKAAsXLqx4ULuWLFliGRgYWL9///78yspKpq+vr1toaGi9lZWV4ty5czl8Pp9OS0vjjh8/3jE9Pf3qzp07DXJzc7m5ubnpRUVFbA8PD/epU6dWAUB4eLhtXFyc7t33GDVqVPWKFStutT+2du1ak8DAwLq7y06bNq1GIpFYymSyIi6XS+/atctk06ZNBVeuXNGKiooySkhIyOJyufSkSZPsNm7caDxnzpyqNWvWFJubmysVCgUCAgJcL168yPP3928GAGNjY0VmZubVB7X/UZGkgSAIgiBecLm5ueDz+bCysuq48CMorS/FT3v/xl+HUmCQLwcFQE/YCP9puQgZbA++2Sr8kPMVigus0cvBFiKL+/caCHUlmCp4D1vyvsPXVxehRl6JyfZzwGVqPdF4iafDw8OjycnJSQ4A7u7u0uvXr3d6LVyVSkVFRETYxMfH6zAYDJSXl3OKiopYdnZ2igddI5VKqbCwMKc1a9bcFAqFratWrTKLjY3VE4vF4tvnGVlZWVoNDQ2MIUOG1Orq6qoAYNCgQbXqOh6WLKidOXNG7+TJkwaRkZEWACCTyajc3FyOvb29PDw83D4zM5PHYDBQUFDABYCzZ8/qjhkzpprFYkEgEMh79eql2bV58+bNnUrCjhw5ortr1y6Tv//++56hSfr6+qrevXs37Nu3T9/Dw6NFLpdTfn5+zStWrDBNT0/ne3l5uQFAS0sLw8zMTAEA27dvN9q2bZuJQqGgKioq2CkpKVrqpGHKlCk1nYmps0jSQBAEQRAvuA8//BCHDh1CSEgIli9fDk9Pz8euM+tWNt4fuRWMWgpaWhQU+lqgB8rwQfgFdLP4EnJ2H6zK/ggVtyzR1MzA9J4PX/HIw8AXE+zfxq6CDRBou8DHMOCxY/wveJQegaeFy+XS6tdMJhMKhYLq7LWbNm0yqqqqYqWlpV3lcrm0tbW1R3Nz80OHx0+ePNl+2LBhNSNGjGgAAJqmERERUbpgwYLK9uWWLVtm9qhtaY+maURFReV6eXnJ2h+fN2+elZmZmfzAgQN5KpUKPB7Pp6O6OtPTcPHiRd7s2bPtjx49es3CwkJ5v3pmzJhRuXz5cguhUNgyadKkyttxUqNHj65av359cfuyWVlZnHXr1pknJiZeNTU1VYaFhQlaWlo0z1adTD0pZE4DQRAEQbzAKioq8Pvvv0OpVCI6OvqRJzzS8kzQirYVkdRUKhU+2LQHjFoK3Neb0WylB6kdH3avlWBXrQu+vH4E3+V8iprWKlQUOENoaoy+TvYd3quHUV9EuHyOcId5oKhOf+4kXgAsFouWyWT3/KHW1dUxTUxM5Fwulz5y5IhuSUnJQ3spvvrqK9PGxkZm+yE9ISEh9Tt37jSpq6tjAEBeXh67uLiYFRQU1Hjs2DGDxsZGqqamhhETE2PwKDEHBgbWr1692lw9RyMuLo6njtnS0lLOZDKxYcMGY6Wy7fN9v379GqKioowUCgUKCgrY8fHxmiRh8+bNhVlZWZl3/6jbce3aNc7o0aOdtmzZkufp6Sm7N5o2QUFBTaWlpZxDhw4Zh4eHVwNAcHBwfXR0tGFxcTELAMrKypg5OTmcmpoaJo/HUxkZGSkLCwtZZ86c0X+U9j8q0tNAEARBEC+wXbt2QS6XAwB69uyJ2yM4OkXZfB5F2REwMZSCp6UDmi0G2O5YmqZEXbwSesZK6MtYqAYD1r1kWOb5IfKk+bjRmI1C6Q2IMRrHKm9gxbBBnU4CHHSE/6qdxPNt4sSJFW5ubmKJRCI9fPhwnvr4m2++WR0SEuIsFArFnp6eUgcHh5aH1bNu3ToLNptNi0QiMQBMnz69YuHChRUZGRlaPXr0EAFt8yR2796d16dPH+nIkSOrJRKJu7GxsdzT07NJXU9n5jSsXLmyZMaMGXYikUisUqkoW1tb2enTp3MjIiLKw8LCnPbu3WscFBRUx+PxVAAwefLk2lOnTuk5OztLrKysZN7e3o0PqvtuH3/8sWVtbS3r3XfftQfakqz09PT7zjcYMWJETWpqKl89cdrHx6fl448/Lh4wYIBQpVKBzWbTkZGRNwcMGNAkkUikTk5OEktLy1YfH59Ox/NvUO2/WXgZ+Pr60gkJCV0dBkEQBEE8dTRNw8PDAxkZGQCADz9fiRVLFz20fP7NKiSl3sSV5Dwkp2ahoYkNigFY2CjgK6xEk3Eldpe5wXFbPax6NuD6LTvI9Cls/24KXC3uXAI//JeDyC6rwF/vhoPzBJZ0/C+iKCqRpuk7xnalpKTke3l5VT7oGuLlFhgY6BwREVE2fPjwho5LP1kpKSkmXl5egvudI//CCYIgCOIFdfnyZU3CwGBxkNykC5lcAS77n//eVSoaf5zOwMXLN5CUehM1tVIAgIUpYO1WiVQ9fXCbOCgqolFy2hyU0gK2dS2gaCC31Bo0C5BZsLDjcioGu7mgp4MtOEwmsssqcf56AeYG9iYJA0E8AeoVnNzc3KRdkTB0hPwrJwiCIIgX1NoNP2pe9x80BLfqZdj+RwJmvNZTc/xQdCIiN/4FIyMOvLtZw9dLiG7uNDjy6Zic9hqM5SawVxojllOEVhsmWFIalmdbodBhgNZmQKbNRDd3GxzPzEFUcjr0tLgYIHRCRWMTeGwWxvk8/qRrgiAAExMTZX5+fnpXx/EgJGkgCIIgiBdQWWU19u7dq3n/2eJ5OJbTgC0nLiG4hwh2ZgYoKa3Fxi2nYWRfC/OBJchovIHY3FRUJemgWT759pVylHLzwNCmQBvS8DcrROlhHfR4U4xzdbXQBw9bwl9Hq1KJv2/cxImrOfgz+zoaZDJM6tENBjyybCpB/BeQpIEgCIIgXgB5BZVYsfoo5rwVBDeRJca+txQKWducUhcXF/Tp0wcijyacT8/Dij2nENLPDeu/P4kWJY0iYxNkZ5nCUo8FM90auJleQ7bCFE1MClOcz+NESRBSq/jwd8iFy8UeuEXdQE6NEnVVCrw70R8URYHLYiFQ6IhAoSNalUqkFpfC3dK8g6gJgnhZkKSBIAiCIF4Am7aeRU5uGT764hCcA2yReOaE5tz06dOhpGmk3iqBkTELiQk3kHQ+B9plSmjZNcOmUQGVpwI2JhaQsK9DRRnhTBkX/cxFuNrog+TK6/Czr4CXoRkuHb4FmT4b1XIZvnnrNQzwdrknFg6TCV87m2fZfIIguhhJGgiCIAjiOZeRVYILl65j+GvdcOKvDJw/cgGNpdcBtG22ZezojiH+n4DRqAIFwKT9xRUAwEB9qQ7OBqtwFu6aU0frbwIAAu35UDQ04vR+GzCqbsF9qBuWfzoGunwy9IggiDZkczeCIAiCeM79vD0WhgZ8mLkYoVpfhYqb/ywt7tu3N/atigdUNKyH6mJIhAf0PIzRbKkDszHauD7HACaDbaCX2oodZkcR4ZcHM4tqeDpUY+eQQGzrPwgliWXIOCEEp0QGJouBFZ+MJgnDf5y3t7eoozJjx461T0xM1AKAxYsXWzzq9Xw+3xsA8vPz2cHBwY7/Nla1efPmWS1duvShY+aio6N1AwMDnR/3XgAQFhYm2Lp1q2Fnyu7atctAKBSKRSKRWCKRuJ08eVLnScTwLHVp0kBRVDBFUdkUReVSFLX4IeXCKIqiKYp6+B71BEEQBPGSuZJcgCspNzHwVXd8/9t5BHg7QFqboTnfUGsBVqMK9VMo+LzlCysrJ9xqVMGiZxPSKrShx+Vj1adjYW4hw6613WHKGQNQDNhzW7H68D4s/P5PVOYbYHpId+hUyeHf3w06erwubDHxPEhKSsrqqMy+ffsKfHx8WgAgMjLS8lGvVxMIBPITJ07cePQoXxzDhg2rV+8SvXnz5vy333674y3UnxCFQvFE6umypIGiKCaA9QBCAIgBjKco6p5tLCmK0gXwPoCLzzZCgiAIguhaNE3jfzvOwdREF5WMVnDYTPS1ZqCyshwAwGHrwKbZHk2DKVh2M8T2pFhs2HwGArcSeLzmCRWThk2pDowZu/D2ewkoLOBhz0/nYXzDEkm/OuLmFWsYmDfgs/c8EWBshdqqRgQO69a1jSaeC+pegOjoaF0/Pz/X4OBgRwcHB/fQ0FAHlUoFAPDz83ONjY3lz54921omkzFEIpE4NDTUof31dXV1jF69egnFYrGbUCgU79q1y+Due2VnZ3NcXFzcgbbeC5FIJBaJRGJDQ0Ov+fPnWwLAJ598Yi6RSNyEQqF47ty5VuprFy1aZCEQCCQ+Pj6u165d4z5KG+vr6xmjR48WeHh4uLm5uWliy87O5vj4+LiKxWI3sVjsFhMTow0AKpUKU6ZMsRMIBJKAgABhZWVlp4f56+vrqxiMto/dDQ0NjPvtoB4REWG1bNkyM/X7d9991/qLL74we1j7Bw4c6OTu7u7m7OzsvmrVKs3IRD6f7/3WW2/ZuLq6ik+dOvVEejW6ck6DH4BcmqZvAABFUXsBDAeQeVe5LwB8DWDBsw2PIAiCILrWhUvXkZlVgvdmDcB3py5gkI8r9uzaqDlvpesOms+Fm6sDvg+YhBHvfYcW0AgYbYHV2cXw8NJCXmItDsfF4pUePaHrYoC6A7fQaFoHa4oJVnkDqgqrUNHkimxlDfg6XPj1c+3CFhN3W/ndcdu8ggr+k6zTwd5UunhuSGFny1+9epWXnJx8QyAQyH18fEQxMTE6gwcPblSf37BhQ/G2bdvMsrKy7v4MBz6frzp69GiukZGRqrS0lOXv7y+aMGFCrfoD9N327dtXAAA5OTmc4OBgl5kzZ1YdPHhQLzc3Vys1NfUqTdMYOHCg8/Hjx3V0dHRUhw4dMkpLS8uUy+Xo1q2b2NvbWwoA33zzjSkALFy4sOJB7VqyZIllYGBg/f79+/PVG6uFhobWW1lZKc6dO5fD5/PptLQ07vjx4x3T09Ov7ty50yA3N5ebm5ubXlRUxPbw8HCfOnVqFQCEh4fbxsXF6d59j1GjRlWvWLHiFgDs2LHD4NNPP7Wurq5mHzhw4NrdZWfNmlU5cuRIp6VLl5YrlUr89ttvhpcvX776oPaHhIQ07t69O9/c3FzZ2NhIeXt7iydNmlRjYWGhbG5uZvj7+zf973//K+rgj7fTujJpsAbQ/i9sEQD/9gUoiuoOwJam6aMURZGkgSAIgvjPUKlobN55HtaWBoABG1KZHH1dzfHlkcOaMlY2ntDpY4Jr0VX4ti4asgIK1IBGrL2hBS5DgXUDduCj0hCs/cwe6worwajIB6Wiwc8HGFaGEPq7gPYSYM9Xh8CxMMWAaUHgcNld1mbi+eTh4dHk5OQkBwB3d3fp9evXOZ29VqVSURERETbx8fE6DAYD5eXlnKKiIpadnd0Dx8xIpVIqLCzMac2aNTeFQmHrqlWrzGJjY/XEYrH49nlGVlaWVkNDA2PIkCG1urq6KgAYNGhQrbqOhyULamfOnNE7efKkQWRkpAUAyGQyKjc3l2Nvby8PDw+3z8zM5DEYDBQUFHAB4OzZs7pjxoypZrFYEAgE8l69eml2bd68eXOHSdiUKVNqp0yZUnv8+HGdpUuXWg8cODCn/XlXV9dWAwMDRVxcHK+0tJTt7u4utbCwUJ44cULvfu0PCQlp/Prrr82PHj1qAAC3bt1iZ2RkaFlYWDQxmUxMnTq1pqOYHsVzu3oSRVEMAGsATO1E2RkAZgCAnZ3d0w2MIAiCIJ6BM+eykHujHB998Bp+iU+DwNwQ6379DEqFEgBgwLOG34fOWPaqIeZ/Woa/zuZCICqBnU8lduZ5oodVE8wtf0C3+nwUJhwF39kU1X5siA0FKDhfjXfWTUHfYA+oVCosCvkKyTHJoKue6GcM4gl4lB6Bp4XL5dLq10wmEwqF4t6xNQ+wadMmo6qqKlZaWtpVLpdLW1tbezQ3Nz90ePzkyZPthw0bVjNixIgGoG2YXkREROmCBQsq25drP5Tn36BpGlFRUbleXl6y9sfnzZtnZWZmJj9w4ECeSqUCj8fz6aiuzvQ0qIWEhDS+9dZb3NLSUpalpeUdydO0adMqf/75Z5Py8nL2tGnTqtRx3q/90dHRumfPntVNSEjI0tXVVfn5+bmqny2Hw1GxWE/2Y35XToQuBmDb7r3N7WNqugAkAM5QFJUPoCeAw/ebDE3T9E80TfvSNO1ramr6FEMmCIIgiKdPoVRhy67zENgZw9HVDKk3SsGxy8Hx3X9ryrgPdMb7vbfiWtNXCH5rL3wDMzF2UjkOFnaDk6Ee8lVy/HipASfX/4G+r/dEn9+CoZpthi/Wz4azpx02rjiCpoYWMBgM6DjZgmtqiBM//YH9q490YcuJFxWLxaJlMtk9yURdXR3TxMREzuVy6SNHjuiWlJQ8tJfiq6++Mm1sbGS2/6AdEhJSv3PnTpO6ujoGAOTl5bGLi4tZQUFBjceOHTNobGykampqGDExMQaPEnNgYGD96tWrzdVzNOLi4njqmC0tLeVMJhMbNmwwVirbEvV+/fo1REVFGSkUChQUFLDj4+M1ScLmzZsL1ROd2/+o25Gens5V3+f8+fP81tZWytzc/J7elsmTJ9eePn1aPyUlRTssLKzuYe2vra1l6uvrK3V1dVVJSUlaKSkp2o/S/kfVlT0NlwG4UBTlgLZkYRyACeqTNE3Xod1S0xRFnQHwAU3TCSAIgiCIl1CFNA6plR8j5W8BCovdMG5WLT49GgmKMkB+bhFkZW0ToJksNuZ8UYFMBRNcpjGcLPvCbUxPrE5rgAq3sDVoLH66cRL73zkAPgOYsnIcpl7/H1619ISZtj7e/XwE5o79ETsi/8CkOa8i4XwOhr43FBWpufhpwQ6wOSyMeDeki58G8SKZOHFihZubm1gikUgPHz6cpz7+5ptvVoeEhDgLhUKxp6en1MHBoeVh9axbt86CzWbTIpFIDADTp0+vWLhwYUVGRoZWjx49REDbPIndu3fn9enTRzpy5MhqiUTibmxsLPf09GxS19OZOQ0rV64smTFjhp1IJBKrVCrK1tZWdvr06dyIiIjysLAwp7179xoHBQXV8Xg8FdD2gf7UqVN6zs7OEisrK5m3t3fjg+q+2549ewz37dtnzGKxaC0tLdXOnTtv3G9eh5aWFh0QEFBvYGCgVPcUjBo1qv5+7Q8LC6v76aefTB0dHd0dHR1bvLy8mu6p8AmiaJruuNTTujlFDQHwPQAmgC00TS+nKGoZgASapg/fVfYMOpE0+Pr60gkJJK8gCIIgXiwtinKcLw4DpTLA2qUBoHgy2L6VjYu/eMPMvBrn951GbfIlAMCgEU745PP3IK20RkVpC4qKitDS0oIr+iwMf3Uwprv74nz0JXwe+i3ocAu8Ni8YewrisL3XO3DTtwYAbPjid0TvuYiQMT1wbN8lREbNgYPQHF+OXYO43y7j/R9nYOjMV7vykfwnUBSVSNP0HaMoUlJS8r28vCofdA3x8lIqlXB3dxfv37//uoeHh6zjK56slJQUEy8vL8H9znXpnAaapo8BOHbXsaUPKNv/WcREEARBEM8aTSuRUrEYClULMuLDUFNVDsc3SmBQFQB5iwJVFUw0pCVrytsa98epQzUA/pmD0MykYKGjhzfcuqO1pRX/m7sDFi7mKB5ljD0FcfAwsNMkDADwRsRgnP8jA8f2XYKNgymcxVagKAof7Z2Lz8NW4YdZP4HFYSF4WuAzfBIE8d+VmJioNXz4cJeQkJCarkgYOkJ2hCYIgiCILpZb+xOqWi6hUj4cxw4Vw8hBjk+GzEdhpjGsFU3gJSRDqWwFAJiYmMDaxgaVHAYydZg4Y8zGIRs+rnoKsOD1CWAyGNi/6ghKrpchYt1bWOYzDlwGC1McXrnjntq6Wpj54VAAQP/XvKBeN57NYWPp/vnwGeSFNW/+iL9+OfdsHwZB/Ef5+Pi0FBUVpT3JZVKfpOd29SSCIAiC+C+oar6Ma7U/ogH9ceJsKRSN9vjow9dxKi4FRreuwd6axsYjiZryZoNeQXEvd7iamONVQ1O4GZlCoGcINoMJACgrqMCerw6ib5g/fF71AgD8OeATcJn3LqX6SogHeNocePZwvOM4R4uDzw8twNdT1sJaaHXPdQRB/PeQpIEgCIIguohMWY3kikWoUzniYn015Fc9IXZmITpmL6hmOfS0ges3ClFWVgYA0OLxELd+MwwMDB5Y54/ztoGiKLy9+g3NsfslDABAURT8+onue47L42Lp/g/+feMIgnipkKSBIAiCILoATauQWvERyltbkNBoDdNWAWjIYWQsA5qB5gYVCqoYiElL0lwzYfz4hyYMl08kIe7QJUxfPgFmdmQJcoIgnhySNBAEQRBEF8ir3468xktIanKHLmWMpr90YKTfglYZjfwrCtzQ5qPKVom69HTNNbNmzXpgfa0yOda9twU2QkuEzRv6LJpAEMR/CJkITRAEQRBPmEIlRUnjMVQ1X0az4hZoWnXH+dqWVKRUrkdSkwjVTQaoO2MIbmsLWluBrNNyGPR0gtySC9X1i1DI5QAAX19f+Pres7+pRtTqIyjJvYV3IsPB4d5/OBJBdJa3t/f9x621M3bsWPvExEQtAFi8eLHFo17P5/O9ASA/P58dHBzs2FH5jsybN89q6dKl5g8rEx0drRsYGOj8uPcCgLCwMMHWrVsNH+Was2fP8lksls+jXvc8ID0NBEEQBPGEXa3+FoUN+zXvGRQHPJY1+CxbcBm2OJ+VinSOG3LrzSHM0IZBPQ1ZK5Abp4TQ3Ql/VtSgRQtoSknW1PGwXoa0c1fxy/ID6DPKH76DvJ5m04j/iKSkpKyOyuzbt69A/ToyMtJy5cqVml2cO3O9mkAgkJ84ceLGo0f5YlEoFFi0aJFN79696571fdUbxT0O0tNAEARBEE9Qnewq8uoPopUxGFzePDA50yBnBqNCYY3cpgqsjCrHz3v8cHlXN7jG68O0noEWFZCSxEBDmRzaQiaUKgrcxhzcKiwGABgYGGDcuHH33EulUmHfN7/jg6DPYGxthNnfT3vGrSVeVupegOjoaF0/Pz/X4OBgRwcHB/fQ0FAHlaqt58zPz881NjaWP3v2bGuZTMYQiUTi0NBQh/bX19XVMXr16iUUi8VuQqFQvGvXLoO775Wdnc1xcXFxB9p6L0QikVgkEokNDQ295s+fbwkAn3zyiblEInETCoXiuXPnapb0WrRokYVAIJD4+Pi4Xrt2jfsobayvr2eMHj1a4OHh4ebm5qaJLTs7m+Pj4+MqFovdxGKxW0xMjDbQ9u9typQpdgKBQBIQECCsrKx8pE/iK1asMBs+fHiNiYmJ4n7nIyIirJYtW2amfv/uu+9af/HFF2YPa//AgQOd3N3d3Zydnd1XrVploj7O5/O933rrLRtXV1fxqVOndB4lzgchPQ0EQRAE8YTQNI1LZctxqdEFDcoSACW3jwMNci7ycp1Qn2YOlnUzXqHk0FUALUoKV7I5YFQ3Q1ufi7MVt6Bkc6Cbmaup94033gCfz7/jXvXVDfh26nrERyei7+s9Mf/nWdDWu7MM8eL7bMcfttdLKp/oH6yTlYn0symDCjtb/urVq7zk5OQbAoFA7uPjI4qJidEZPHhwo/r8hg0birdt22aWlZWVefe1fD5fdfTo0VwjIyNVaWkpy9/fXzRhwoRaBuP+31urey9ycnI4wcHBLjNnzqw6ePCgXm5urlZqaupVmqYxcOBA5+PHj+vo6OioDh06ZJSWlpYpl8vRrVs3sbe3txQAvvnmG1MAWLhwYcWD2rVkyRLLwMDA+v379+dXVlYyfX193UJDQ+utrKwU586dy+Hz+XRaWhp3/Pjxjunp6Vd37txpkJuby83NzU0vKipie3h4uE+dOrUKAMLDw23j4uJ0777HqFGjqlesWHErLy+PfeTIEcP4+PjsMWPGaN8vnlmzZlWOHDnSaenSpeVKpRK//fab4eXLl68+qP0hISGNu3fvzjc3N1c2NjZS3t7e4kmTJtVYWFgom5ubGf7+/k1Pcs8HkjQQBEEQxBNysXIbTlbLwKS0MN24HqZUEc7VmeH3SkdcqzWE6rIhjIykGGVah4pb2pAygHy9ZrTUcMCra0W5LR+NjRwYGtTh3OkzmnrffvvtO+6TfTkXX4xZg6qSarzzw3QMnxOs2ZyNIJ40Dw+PJicnJzkAuLu7S69fv87p7LUqlYqKiIiwiY+P12EwGCgvL+cUFRWx7Ozs7vttOwBIpVIqLCzMac2aNTeFQmHrqlWrzGJjY/XEYrH49nlGVlaWVkNDA2PIkCG1urq6KgAYNGhQrbqOhyULamfOnNE7efKkQWRkpAUAyGQyKjc3l2Nvby8PDw+3z8zM5DEYDBQUFHAB4OzZs7pjxoypZrFYEAgE8l69ejWo69q8efNDk7DZs2fbrly5sojJZD6wjKura6uBgYEiLi6OV1paynZ3d5daWFgoT5w4oXe/9oeEhDR+/fXX5kePHjUAgFu3brEzMjK0LCwsmphMJqZOnVrzwJv9CyRpIAiCIIgn4O/KP/Br0UnoMAHntBZ8eNQfdJgXqrSVsONpQ5BjAgWrAb2NtFBxS4FmJoVcF0sMltnj16Z4UABYPny0KgHHxiqcvT0EJDAwECJR25xSmqbx+/oT2DR/O4wsDbEm9gu4+bt0YauJp+1RegSeFi6XS6tfM5lMKBSKTmeomzZtMqqqqmKlpaVd5XK5tLW1tUdzc/NDh8dPnjzZftiwYTUjRoxoANr+3kdERJQuWLCgsn259kN5/g2aphEVFZXr5eUla3983rx5VmZmZvIDBw7kqVQq8Hg8n47q6qinITU1VXvKlCmOAFBTU8M6ffq0PovFoidPnlzbvvy0adMqf/75Z5Py8nL2tGnTqtRx3q/90dHRumfPntVNSEjI0tXVVfn5+bmqny2Hw1E9iXkM7ZE5DQRBEATxiOQKJf5IzMbm45dQL23G78W7sa9wK4xYjfAsb8DWPT3QVMsGddoIa7pPQUi1H6zrytFNtwlNjY2o4zKRYG+I9UPH4uy5AnCkcjSbsUFb6mN9+DCcOHBAc69Zs2aBpmnkJuVh+fjvsP69LfAZ5IUfr3xDEgbiucFisWiZTHZPMlFXV8c0MTGRc7lc+siRI7olJSUP7aX46quvTBsbG5krVqzQTKoOCQmp37lzp0ldXR0DAPLy8tjFxcWsoKCgxmPHjhk0NjZSNTU1jJiYGINHiTkwMLB+9erV5uo5GnFxcTx1zJaWlnImk4kNGzYYK5VKAEC/fv0aoqKijBQKBQoKCtjx8fGaJGHz5s2FWVlZmXf/qNtRXFycpv4JCQmpWb169c27EwYAmDx5cu3p06f1U1JStMPCwuoe1v7a2lqmvr6+UldXV5WUlKSVkpJy32FPTwrpaSAIgiCITiqsqMWh82n4/e8M1DQ2AwB+PnUeDv1z4ONQBWY9G+v+1w+UDtCrrxOS/7yGC7tOQ9pQDkMOIGMxcEmPiVoTPewOHotLKQUoyS2HVosC7qPc8fXMMTgZfQSlpaUAABMjE5SercGkBbNRfrMSTBYT4V9NxJgFoXjQmHCC6AoTJ06scHNzE0skEunhw4fz1MfffPPN6pCQEGehUCj29PSUOjg4tDysnnXr1lmw2WxaJBKJAWD69OkVCxcurMjIyNDq0aOHCGibJ7F79+68Pn36SEeOHFktkUjcjY2N5Z6enk3qejozp2HlypUlM2bMsBOJRGKVSkXZ2trKTp8+nRsREVEeFhbmtHfvXuOgoKA6Ho+nAto+0J86dUrP2dlZYmVlJfP29m58UN3/lpaWFh0QEFBvYGCgVPcUjBo1qv5+7Q8LC6v76aefTB0dHd0dHR1bvLy8mh5a+WOiaJruuNQLxNfXl05ISOjqMAiCIIgXRE7NWhQ2HISD3mTY6Y0Di/HPnFOaVkGuqMa5tBocOJ+K+Ks3wQANXWYtrl67AF5TE1wlr4CvbQClkQKsMgrMOgpKBy1wqBYIaTkYFKBQARk8FpQu1pjWrQf6WztiQ+xFHPw1AYYpDdBWAfviPgaHy4JfN38kpF4GADhABJGWN3wGeaL3cD/4D/WBoZl+Vz0q4imgKCqRpuk7NuBISUnJ9/LyqnzQNcTLS6lUwt3dXbx///7rHh4eso6veLJSUlJMvLy8BPc7R3oaCIIgiP+sMukZnL+1ByUyRzQr1uBG3TY4GkyDne5YMJVF+Ct+FVYetkNZBQ2qKhPc+jykJWeipV4z/xGyG/mYMWMGKAUFGKPtB20bstEASsqZyGpk45YzB8iswZrCv/E9dQGldfWwr2GAJZXj1bH+4GqxsW7JT5qEgaIofLPxa7w24VXwdHjP/NkQBPFsJSYmag0fPtwlJCSkpisSho6QpIEgCIL4T2qWlyC+dCn2lvRGrZyNVqofhphdRlb1atyo2YCSbAt89o0u6nP+h+rim3hQx3xpaSkuXC+GvZ49wKbA0GZA30QLTUolMgoABz1zIK8Un43vC7kREylFpShvbMLbku743x/RYKpoDH69B8pvVmDNqu809Q4bNgyvzwh9Rk+DIIiu5uPj01JUVJTW1XE8CBkQSRAEQbz0WhRyFDfWa96raDmulH+Ag6WukCbqwPyQOU5mFeDP8h7ooWWOzAxLfLVFiLy/9qCq6N6EQVtHG7pmppr3yacvoUVpiffeC0cFxwp/XgNSinkwNTdH5CdjILAzxsE9l/G6RIzVo4Zg55TRuJVTBXZjKxxFltA1ZmJw39eQJ/9nE92H7QBNEATxrJGkgSAIgnjpvX82Gv2ifsLGtItQ0TSyq79HTFk9sgrMwTrHQ32hDPqHdHAkvQCLT3fD9qOBYJW326eKomBja4vAwEBMnj0DovlLYTxhsuZ0RUk63pnuB4mjBXZ9OAEjekvAYjKwYloIdPhcLHgvGBWVDfh5x3kAgEKpwumT6aBbWiHXzYOzozOSb17W1Ofh4YFBgwY9s+dDEATRETI8iSAIgnipXbpViJM3r0Gga4CVCWdxpjAJ3Sz/xMmy7uD9pQUGVwGHcTeQv98BWvt1kGJkCH0BkPlbiqaO8ePGwdXVFdcoNhKZHHCtpZjhlYkNhy1RdKMUNK3C4d/3wt/PAzwOG59MfBUfjR8IBqNtBUqJ2BrDh3jj4JFEDOzvhuYWOQqzruBa/gn8kX3nfNehQ4fixx9/JKsjEQTxXCG/kQiCIIiXFk3TWH75DCz4OjgwdAwmuxvjUnkt/pfaH/RlLdClHHj0uQVrhjaMfHShUjHAL1cgPz8TZbeXPeXz+bBzdsZ5Bg+p5oCoFxNbgt6A1oUI6OkP1Nzrp59+QkvLP6tJqhMGtRnTXoGJkQ4+Xf4Lpkwaj6TsXWiU/ZMw2NsJcPToURw5cgQ2NjZP+ckQBEE8GpI0EARB/AcolUpERUUhLe25nWP3VETnZSGlshSvOvLwyZUFyCq/AmO5DJwbbHAu8tBiSOFEvQBHEx1xPU+JejsWlFoA+0Kypg4ndwkumemjWtKAwSI79Mp0w4J3o3DkWCqmTBkHOzs7AEBlZSX27t37wFi0+VxMneCDw/u/QGbGBc1xJlgY0Xs0cq5lY8iQIU/tWRDEo/D29hZ1VGbs2LH2iYmJWgCwePFii0e9ns/newNAfn4+Ozg42PHfxqo2b948q6VLl5o/rEx0dLRuYGCg8+PeCwDCwsIEW7duNexM2ejoaF1dXd1uIpFILBKJxB988IHlk4jhWSLDkwiCIF5yKpUKI0eOxJEjR6CtrY3MzEzNB92ujImiKFDUPRvI3ldpaSl27tyJPXv2oKqqCh4eHujevTt8fHzQvXt32Nra3lOXTKnA14lnYcqncCqmCNIScdsJWgXjUhVAATIDBvTrmFBIVWCZMiG3kqKXlQLrj6b/E+sICVrM6+Cf5YIrF26Bpm8h5FUJJo7uCStLA0A2G4sXLwYArF27Fm+88cZ920XTNDb/tBKtsn8mZDsbuMGd74Pdx38Ch/PQjXIJ4plKSkrK6qjMvn37CtSvIyMjLVeuXKnZxbkz16sJBAL5iRMnbjx6lC8WX1/fxtOnT+c+6/sqFAqoN4p7HKSngSAI4iX3xRdf4MiRIwCApqYmHD9+vEvjOXToEKysrKCrq4vg4GCsXLkS8fHxkMvld5STyWQ4cOAAhg4dCltbWyxatAjJyckoLCzEsWPH8OWXX2LkyJGwt7eHmZkZBg8ejC+//BJSqRQA8FN6HIoa68HMa0FLoQ50dKRgmctgwFSB2ULDxbMBHi6mkPFUaLZUwNmOxtgqJUrSMzXDjLg8Q1gUCsHdoYucCxV4bbAnfvn5LSx4L7gtYQDw5ptvQktLCwBw5coVXLhwAfezfft2/Pbbb5r3Yf5TIahzx8If3wNfl+zDQDxf1L0A0dHRun5+fq7BwcGODg4O7qGhoQ4qlQoA4Ofn5xobG8ufPXu2tUwmY4hEInFoaKhD++vr6uoYvXr1EorFYjehUCjetWuXwd33ys7O5ri4uLgDbb0X6m/jDQ0NvebPn28JAJ988om5RCJxEwqF4rlz51qpr120aJGFQCCQ+Pj4uF67do37KG2sr69njB49WuDh4eHm5uamiS07O5vj4+PjKhaL3cRisVtMTIw20PZlx5QpU+wEAoEkICBAWFlZ+US/fP/++++Np0+fbqt+v3r1apPw8HBbANiwYYORh4eHm0gkEk+YMMFeoVAAACZOnGgnkUjcnJ2d3ds/F2tra49Zs2ZZi8Vity1btnSqN6QjpKeBIAjiJXbs2DF8/vnndxy7dOkSZs6c+cxjaW5uxvz58/Hjjz9qjp08eRInT54EAGhra6NPnz7o378/SkpK8Msvv6CqqqpTdVdWVuKPP/7AH3/8gYKCArz3TQTWpvwNg3IKrQU6MDZuglW3OjQ08sHMYcPRS4qZ4WPBZBnglrQRFy9dQk3+TSgB3Lx5U1Ovf68BoEpYGPGaF8a/7g8zE9177m1sbIyJEydi8+bNAIDIyEgEBATcUSY/Px/vvfee5r2jiQ+kqTL0GeWPgNAenX6GxH/PksN/2OZUVPI7Ltl5QlMT6YrQQYWdLX/16lVecnLyDYFAIPfx8RHFxMToDB48uFF9fsOGDcXbtm0zy8rKyrz7Wj6frzp69GiukZGRqrS0lOXv7y+aMGFC7YMm+qt7L3JycjjBwcEuM2fOrDp48KBebm6uVmpq6lWapjFw4EDn48eP6+jo6KgOHTpklJaWlimXy9GtWzext7e3FAC++eYbUwBYuHBhxYPatWTJEsvAwMD6/fv351dWVjJ9fX3dQkND662srBTnzp3L4fP5dFpaGnf8+PGO6enpV3fu3GmQm5vLzc3NTS8qKmJ7eHi4T506tQoAwsPDbePi4u75BTFq1KjqFStW3AKApKQkHVdXV7G5ubl8zZo1hb6+vi3ty06bNq1GIpFYymSyIi6XS+/atctk06ZNBVeuXNGKiooySkhIyOJyufSkSZPsNm7caDxnzpyqNWvWFJubmysVCgUCAgJcL168yPP3928GAGNjY0VmZubVDv+AO4kkDQRBEC+p69evY+LEiaDv2mTg0qVLzzyWzMxMjBs37qFzKpqamu5IIu7Wr18/TJs2Db6+vkhNTUViYiISExNx5coV1Nf/M+Rn8+bNSPNsBaQSUPksmOoo0IPdCnaGTlsBZyUALnbu+u2O+tlsNvr374+vv/5ac2zd90vhKnIDh33vf5fNjc3ISbgBr/7uePfddzVJw4EDB1BSUgIrq7Yv/ZRKJd544w00NLTtIq3LM8ZglwEozijFOz9M6/DZEURX8/DwaHJycpIDgLu7u/T69eudHkunUqmoiIgIm/j4eB0Gg4Hy8nJOUVERy87OTvGga6RSKRUWFua0Zs2am0KhsHXVqlVmsbGxemKxWHz7PCMrK0uroaGBMWTIkFpdXV0VAAwaNKhWXcfDkgW1M2fO6J08edIgMjLSAgBkMhmVm5vLsbe3l4eHh9tnZmbyGAwGCgoKuABw9uxZ3TFjxlSzWCwIBAJ5r169NFvDb968+aFJWEBAQFNBQUGqvr6+at++ffphYWHOBQUF6e3L6Ovrq3r37t2wb98+fQ8Pjxa5XE75+fk1r1ixwjQ9PZ3v5eXlBgAtLS0MMzMzBQBs377daNu2bSYKhYKqqKhgp6SkaKmThilTptR09AwexUOTBoqi5tA0ve5J3pAgCIJ4+qRSKUaNGoXa2loAgI2NDUpKSqBSqZCRkYGGhgbo6t77rfmTRtM0fv75Z7z//vtobm7WHO81cBBmzZsHxa0SnD17FmfOnEFBQcE919vZ2eGNN97AG2+8AScnJ2TUFiKrvgT9RwRj/PjxANqGDNy4cQNvz3obp/48BZqmkRr5N1z7ecC2pRFexkqwwIS0TgVZKwVbR2OYGOuBpmnQNA2VSgVdXV0MGDAAJ06c0MQpkUjg4eHxwLbtX3UEO5ftx9asH+Dl5YVXXnkFsbGxUCgU2LhxI5YtWwYA+O677xAbGwsAoCgGvlj4BaKX/YU5a8NhYm38xJ418XJ6lB6Bp4XL5Wq+eWAymVAoFJ2bjARg06ZNRlVVVay0tLSrXC6Xtra29mhubn7o8PjJkyfbDxs2rGbEiBENQNvvkYiIiNIFCxbcsT7xsmXLzB61Le3RNI2oqKhcLy8vWfvj8+bNszIzM5MfOHAgT6VSgcfj+XRUV0c9DUZGRir1sbFjx9bNmzfPrrS0lGVpaXlH8jRjxozK5cuXWwiFwpZJkyZV3o6TGj16dNX69euL25fNysrirFu3zjwxMfGqqampMiwsTNDS0qJ5tupk6knpaE7D9Cd5s7tRFBVMUVQ2RVG5FEUtvs/5eRRFZVIUlUpR1CmKouyfZjwEQRAvA5qm8dZbbyE1NRUAwOFwcPDgQbi7u2vOX7ly5anHUVZZiUHDQjFjxgzNB3GKxYZZ6GhU9xyMlWczsbtMCcmo6dh74iz+iD2Bjz/tBvtAT9gP8sLefa8jLy8Py5Ytg5OTE0qkNXg/cRu+zvwdw89+i4lxa7HpWgyyGkrg6OSI1xb3B8Vs+yzTnJsL/eTL8HZSgsWmoK9dibTLQPYpGfhSe0yZMgVTp07FtGnTEB4ejjFjxsDY2Bi//PKLJv4JEyY8tH1/H0kAAMTsOgcAePfddzXnNm3aBJlMhrS0NHz44RLN8QUfLETTNRn0jHUxdOarT+ZBE8RzgMVi0TKZ7J5koq6ujmliYiLncrn0kSNHdEtKSh7aS/HVV1+ZNjY2MtVDegAgJCSkfufOnSZ1dXUMAMjLy2MXFxezgoKCGo8dO2bQ2NhI1dTUMGJiYgweJebAwMD61atXm6vnaMTFxfHUMVtaWsqZTCY2bNhgrFQqAQD9+vVriIqKMlIoFCgoKGDHx8drkoTNmzcXZmVlZd79o27HzZs3Wer7nD59mq9SqWBubn5Pb0tQUFBTaWkp59ChQ8bh4eHVABAcHFwfHR1tWFxczAKAsrIyZk5ODqempobJ4/FURkZGysLCQtaZM2f0H6X9j6rLhidRFMUEsB7AqwCKAFymKOowTdPtx8MlAfClaVpKUdQsAN8AGPvsoyUIgnhxrF279o4Pv+vXr0ePHj3g5+enGR506dIl9OvX76nFkHjlCvoNDkZT5T8jBAxsbDHt0y+gZcrByZgS0EoK1XUN+KUgEb8cT7xdagqMXAGljgqrZPVwKzsFT8tX0apS4MPkX6CkVVjXYzqu1Zcitvwqtl4/g83XT8OQwwOrqhy2Dj64mdv2YT49/xReoV3B16/E6XgbKI25CA50wOHdF8BkMfDWotfuWOWooqLijqFR48aNe2D7buaU4npSHgBgz6ojyLhRC7/+QlhaWqG0tATl5eXYsWMHvvxsJRSKtgne3bt3x9JPPsYEm1noNyYATBbzST1uguhyEydOrHBzcxNLJBLp4cOH89TH33zzzeqQkBBnoVAo9vT0lDo4OLQ8rJ5169ZZsNlsWiQSiQFg+vTpFQsXLqzIyMjQ6tGjhwhomyexe/fuvD59+khHjhxZLZFI3I2NjeWenp5N6no6M6dh5cqVJTNmzLATiURilUpF2drayk6fPp0bERFRHhYW5rR3717joKCgOh6PpwKAyZMn1546dUrP2dlZYmVlJfP29m58UN1327Vrl+GWLVvMmEwmraWlpdqxY8eNB83rGDFiRE1qairf1NRUCQA+Pj4tH3/8cfGAAQOEKpUKbDabjoyMvDlgwIAmiUQidXJyklhaWrb6+Ph0Op5/g7p7rOsdJylKAUB6v1MAaJqm9f71jSmqF4DPaJoefPv9h2ir9KsHlPcGsI6m6d4Pq9fX15dOSEj4t2ERBEG80M6dO4egoCCoV9Z466238NNPPwFo23xMPQH69ddfx/79+59KDIcOHcL4iRMhazccaebMmfjuu++QVpaHOd8fhU6DHK7+1dB3Z8BaGoTtF1MgbeaAARVcjOpRkGsAmMsgdaCx5pXhSG++hqibF/GN9yT0Nxdr6q1tleJsWRr+t/UgFFEMyFqliLuxCXJ522iDgH6DweIHwcvDFnNmBMHF0QybvorG7zv/xuvTX8H0D4I1icOPP/6I2bNnt10XEIC4uLj7tq+upgmzB6xAeXIOXANEyP47Cw6D/FBYUI3rVRdwreIsAIDJYEKpavuGUktLC1euXEFtbhOWDv8aK44tQY9g7yf+7IkXD0VRiTRN+7Y/lpKSku/l5VX5oGuIl1tgYKBzRERE2fDhwxs6Lv1kpaSkmHh5eQnud66j4UlpNE3r3edH93EShtusAbQfp1d0+9iDhAPo2nUCCYIgnmMlJSUYPXq0JmHo0aMH1q5dqznv5+enef00JkPTNI2VK1di1KhRmoRBT08PUVFR2LhxI6qkzZi7/hiYFA3jTDlKNnJR2lCJ7dXnUWlFobtvObq5GKKxSRt2hq0wrGZCr0iJd/6IxraMZEy073NHwgAAt4rq8Mvck1DuYUBuwIFLqCn6939Fcz4h/hwWRwzADyvHQehkDoqiMPPDoXhtnD+itsRi+w9/aCaKd2ZoUl1NExZP/RlV+begY6iDRZvfBgAMeU2CbX8uxMefLgCT0daJr04YAODrr7+Gm5sbzh2Mh7Y+H92CJE/giRME8TKprKxkCgQCiZaWlqorEoaOvBCrJ1EUNQmAL4D79qVTFDUDwAwAXb5hEUEQRFf54IMPUFZWBgAwNTXFgQMHwOX+s2y5u7s7eDwempubcfPmTdy6dQsWFhYPqq5TaFUdACZa5WzMmDEDO3bs0JyzsLXFXydPws3NDVWNlZj2/Xa0yoAhbqW4dKJtX4PcLTaoH8rFF+4NsGwYgKTcJEjpZoALgAvQcqC+VIaqMhYSinLwczoNjoqJQkhxLfkGOIV1MDekYB2qBb4WwGYoYeTjh7gLlyFtrEWrTIq/YvYiZNA/8xgpisLsT0KhUtHYt+kMWCwm+g5zwfnz5wG0TfQcPXr0PW1VJwzF+RXgquToNcIPtq7WEEhscf7QRYx4NwRT3nkNZxInY+vWrZrrBgwYgDlz5kDeKseF3xMQMLwH2Bz2Yz13giBePiYmJsr8/Pz0jkt2jY56Gp5O33WbYgC27d7b3D52B4qiBgL4CEAoTdOyu88DAE3TP9E07UvTtK+pqelTCZYgCOJ51traqtnADWj71tzW1vaOMmw2G927d9e8v3z58mPdk1ZVg64cirLMAAzo73ZHwmDo7IqYc+vRarITMXnDMeW7NaiuBoKGXkb15VYwtCk0OnJhV6nEqNJG3DjBQlxcHKRSKSwsLNCtWzcYmZiABqBPqeBIK+BcX4fizATkZV2EIisNDlpNsHZhwdiGCX0+wGYAzS0A36QGb39moIklMjIS169fvyN2BoOBOZ8Ox6BRvti9/hTmz/pnL4tXX30VZmZ3LsqiThhKCioxfU4QpPXNmuFFfUb6Iy02E7UVdQDunBCtr6+PrVu3gsFgIPl0Bhprm9BnlP9jPXeCIIiu0FHSUEFRlAsAUG22UhRVf3s1o+4dXNuRywBcKIpyoCiKA2AcgMPtC9yex7AJbQlD+WPejyAI4qUVFxeHxsa2OXCOjo4YMGDAfcs9qSFKNE2DrvsI6Zkl6PVaPuLiNfMeodfdH8u3ROCm6kPcaozDjt98UVpigl6Dq/C+x7fIv6IPExcOensyIOrHAa9FCyoV0KziwcrOD918XkXQgMEo622Mky4qxJWwUZBQjltXqlFfLUNznQI1NxpxK7Ea1zPrkZLPREIGB3lFLZg8rho9Rv2NyZPHoVevXgDaEqrFi+9ZoA8MBgPvLRuJV0f54I+/ojXH7Yw9kJVyE+qVTtonDJ9teAO1heVgMCj4DPIEAPQZ5Q+VisaFw23z6by9vfHjjz9iyJAhOHbsmCZ5O38gHjwdLfgO8vrXz50gCKKrdDQ86X0A226/Hg/AE4ADAG8APwDo+29vTNO0gqKoOQBOAmAC2ELTdAZFUcsAJNA0fRjAtwB0AOy/PVHtJk3Tof/2ngRBEC+rEydOaF4HBwffsSpQe09sXkPzPiQlHEVgWAUaGtoWQ6EoQDxyAIz69IGN1XqYafXG0VMjkJGTBdc+hfjASx8Hd6xFt6HaYLEpADSYDA5uXGmCVI+NGroVFy6nAfvTwOYy0OzWjEB9S6Tv+xs3m2RwHqGNa3FsMLg0/MNv4s9NRqASagBGEez7aOHrb4egQCsOjGYWREZzsWbNcE3iEBUVhfPnz6NPnz53NIPJZODVca6Yv6JtgRUWk438BCXmjvsRBsY66PGKK65lFGsSBu8AZ/wc8TNEPYXQM2pbbdHR0x6WjuY4f+giQsLbkrW3334bb7/9tuY+SoUSf/9+Gf6vdQdHq9P7YhEEQTw3OuppUNA0Lb/9eiiAHTRNV9E0/ScA7ce9OU3Tx2iaFtI07UTT9PLbx5beThhA0/RAmqbNaZrudvuHJAwEQRD3cfz4P+tEhISEPLDc3UnDw1bQexBacR10/Qp89LVKkzDo6Ojgiw2bIO/2GoI8UmDLUuLCXy34PS4LLu638Cpdj507lKhq0QGLTUHGYGHc2GFY/OEC6HEsQd1gQDQrG1NW8zHnw/6QWUnB3VmMhA9PgaXLh+MsX9y4Zgk2k4tFP3ri9DUPtJo5QfGKGGY+Ctw8K8VbPQ7i+PokWDGmQotlhp49e2o2gAOAefPmaXoP2tu7d6/m9aiwkYiK/wILvx2Lbj2dcOFUBkoLqzQJQ015HXISrsOv3cpHFEWhz0g/JP2Zhqa6pnvqB4C0c1dRW1GPvmE9H/l5EwRBPA86ShpUFEVZUhSlBWAAgD/bneM9vbAIgiCIziouLtbsv8DhcNC/f/8HlnVwcICxcdsuxLW1tcjNzX2ke9F0K+ja+biWB5w81TYNjaIonPorBufoGhjr1CPMsy/+uLASJ382Rl/GLYir+Ci8bguVioWqm0pcucLAwrlz4SrqDhaLhZkfDkNtpRSqYx749dY1fHdxD3gHssG+VQPX13wg7e6EgrN1YMhVqHbkYcXmSrSkaEGHL8Pq1UosPzkc7xwzgaFTM85+aYEPxRew5q2NyEm8jq+++kozGfzy5cvQ1dWFjY0NPDw88Morr2D48OGaJWmBtlWTdA34CBzaDYtWjcPeuI+x7+9P4B3gDABIOJkMAOgR0u2O59J7pD/krQpcPJZ03+d27kA8uDwOeoSQZVaJF4O3t7eoozJjx461T0xM1AKAxYsX37GqQmeu5/P53gCQn5/PDg4Odvy3sarNmzfPaunSpeYPKxMdHa0bGBjo/Lj3AoCwsDDB1q1bDTtbPjo6WlckEomdnZ3de/To4fokYniWOhqetBRAAtqGDx2maToDACiK6gfgxlOOjSAIguiE9huS9e3bFzo6Og8sS1EU/Pz8ND0Tly5dgouLS6fvRTd+DygysXGPJ4C2RGXIkGAkqX5FXqUt3u7Hw8Y9TFC3UtCjf9vmpLSSRvfu3RF96DpuXi5Hz4V+MNDhAwDkKgVumFaC04uHa4dq0FKhgPaWcpjZm2HJb+/D1dcJn8zchuRr1WAIDNBcR6G+Tgl9Gyl2regPfZP+AACH4CkYPliF7IRrOPbTaZzecx7HN5+C0NcJwweMwq/H9gAApFIppFIpiovvWXcDBgYGCA4OvuMYk8W8YxO2yyeSYGCmD2dvhzvKufV0gZGFAc4fuoig8XcOgVKpVDh/6BJ8g7uBp63V6WdNEF0pKSkpq6My+/btK1C/joyMtFy5cqVmF+fOXK8mEAjkJ06ceKk/V1ZWVjLff/99uxMnTlxzcXFpVe/u/CwoFAqwWI9/u456GsoA9ALgRtP0WxRFTaEo6ncAE3F7iVOCIAiia909n6EjjzKvQaGSIr3ySySUvYv0sndwvXYLcpp9sWXHP4lKv7FS/HJZB7YcGQrOVMOsthKmWiooWpRg1nBx+YccHPvyPAoulkJpzMUHEwbiZlMlNl//C6Fnv8XnaVFgj+QDVTXg/FQOvjcFzz0G+Mv4V7w192Mk/Z0Li/BaOHyeArNBpTDpX4HtP0zSJAxqFMWAqIcr5v3vbewt3oQ5a8PR2tKK8mPNMGVZgkE9/L+8GTNm3LFE7d2USiUSTqagR3A33L2TK4PBQO8Rfrh8LAmy5jsX+su8kIPq0hr0HUWGJhEvDnUvQHR0tK6fn59rcHCwo4ODg3toaKiDepifn5+fa2xsLH/27NnWMpmMIRKJxKGhoQ7tr6+rq2P06tVLKBaL3YRCoXjXrl0Gd98rOzub4+Li4g609V6IRCKxSCQSGxoaes2fP98SAD755BNziUTiJhQKxXPnzrVSX7to0SILgUAg8fHxcb127dqD/wHfR319PWP06NECDw8PNzc3N01s2dnZHB8fH1exWOwmFovdYmJitIG2LwCmTJliJxAIJAEBAcLKyspOfxL/+eefjV577bUaFxeXVgCwtrZW3F3m+++/N54+fbpm2bvVq1ebhIeH2wLAhg0bjDw8PNxEIpF4woQJ9ur9eCZOnGgnkUjcnJ2d3ds/F2tra49Zs2ZZi8Vity1btnS6N+RhOmrsJgADaZquoSjqFQArAbwLoBvaJkK//iSCIAiCIP4dhUKBmJgYzfuHzWdQ62zS0KwoRULZHNTIrkNF2aNJXo5m2gSn9yWgvq5tpSZjOz6uaokhusGFFWQAKIDBAKRcJK5Pwshz0yBy0kHq3FiAxUbLUEcE/bVMc49eJkKMFo5A3Id/4s+yKlB6uhiw0Bd1/Gu4uQco/ROQjNND73Hu0GbqQnuSDpx0RDDSetheoIC2vjaGvxOM0NmDkfF3Nn799nf8/ftlfBT1Ppx62KOmpkbzU1tbC319fQwdOvShdWZfykVDdeMDd3LuM8ofRzb+gcQ/UhEwvIfm+PkD8WBzWOg59HEXHST+ixacP26bU1PBf5J1Cg1Npd/2CSnsuGSbq1ev8pKTk28IBAK5j4+PKCYmRmfw4MGN6vMbNmwo3rZtm1lWVlbm3dfy+XzV0aNHc42MjFSlpaUsf39/0YQJE2rvTrzV1L0XOTk5nODgYJeZM2dWHTx4UC83N1crNTX1Kk3TGDhwoPPx48d1dHR0VIcOHTJKS0vLlMvl6Natm9jb21sKAN98840pACxcuLDiQe1asmSJZWBgYP3+/fvzKysrmb6+vm6hoaH1VlZWinPnzuXw+Xw6LS2NO378eMf09PSrO3fuNMjNzeXm5uamFxUVsT08PNynTp1aBQDh4eG2cXFxunffY9SoUdUrVqy4lZOToyWXyyk/Pz/XpqYmxqxZs8rnzJlT1b7stGnTaiQSiaVMJivicrn0rl27TDZt2lRw5coVraioKKOEhIQsLpdLT5o0yW7jxo3Gc+bMqVqzZk2xubm5UqFQICAgwPXixYs8f3//ZgAwNjZWZGZmXu3EH3GndJQ0MGmarr79eiyAn2iaPgDgAEVRyU8qCIIgCOLfuXjxImprawEANjY2EIvFD78AbTtFqyUlJaG1tRUczp0r+tS0JCOx7D20KBW42OiLRmUTAAFomsYfuzI05SQ+AbDPNAeggEIF5OkBecJmcBbmALYs/K/0DLRN+WA52AB5RTDYV4iBQ0bAydUOEn0bGLXy8HnYKqSezcTkz8bgr3N5yNgqw8g3JuCHPQcxYLg35i8d/cDVoDpCURQkvUUQ+jphhud87PhoP35KXf2vNgK9dDzpjqVW7+bZTwxdQ22cP3RRkzTQNI3zhy6h+6ue0NZ/7PVDCKJLeHh4NDk5OckBwN3dXXr9+vVOLwGmUqmoiIgIm/j4eB0Gg4Hy8nJOUVERy87O7p5v2tWkUikVFhbmtGbNmptCobB11apVZrGxsXri27/gpFIpIysrS6uhoYExZMiQWl1dXRUADBo0qFZdx8OSBbUzZ87onTx50iAyMtICAGQyGZWbm8uxt7eXh4eH22dmZvIYDAYKCgq4AHD27FndMWPGVLNYLAgEAnmvXr00uzZv3rz5oUmYQqGgUlNT+efOnctpampi9OzZU/TKK680enp6arom9fX1Vb17927Yt2+fvoeHR8vtJKN5xYoVpunp6XwvLy83AGhpaWGYmZkpAGD79u1G27ZtM1EoFFRFRQU7JSVFS500TJkypaajZ/AoOkwaKIpi0TStQNtE6PZDkl6I3aQJgiBeZp1dahUAmuQ3wWLowNTUFA4ODsjLy4NMJkNaWhp8fP7ZMbm44TDSKj+FFssCZcpX0KxMwySDPBjpvI6zMYZYe20fgLbN4noKfaCggTwpB4J+zhjhYQvtFha+u/YNhn4QgjcHTMAbszejkdUEz7cGIDfqIv6edBShJz8GV0Yj4rWPcSuvHB/ufh9B4/vA5VQmls3ZiR+WHoR3L2e8v2zUv04Y2uNw2Zj9/TR89NoKHPz+GMYuHP7IdVw+kXzHUqt3Y7FZ6Bnqiwu/J0AhV4DFZiEn8QbKCiowaem9O0wTRGc8So/A08LlcjXLrDGZTCgUik7/o9y0aZNRVVUVKy0t7SqXy6Wtra09mpubHzpWcPLkyfbDhg2rGTFiRAPQlnxHRESULliwoLJ9uWXLlpndv4bOoWkaUVFRuV5eXneMKZw3b56VmZmZ/MCBA3kqlQo8Hs/nQXWoddTTYGNj02psbKzQ09NT6enpqfz9/RsSEhL47ZMGAJgxY0bl8uXLLYRCYcukSZMqb8dJjR49umr9+vV3TMbKysrirFu3zjwxMfGqqampMiwsTNDS0qJ5tupk6knpaE7DHgBnb89jaAZwDgAoinIGUPckAyEIgiAeXWfmM7Qqa5FasRRni4bgr5uBuFT6FiTelprz6iFKNK1EVvV3SKlcAgMtb+hyRyK1LhXsUh5izwfi0A4Ka1Z8p7nOzdsTuSpD/Fmpg4i3JuPL10bjdbueMMgGaBWNfsF+OB9/HTVpFQAFfPDpOKw5+zkYTAbm9fsU7/VagtqKenwds1QzebhnkBsCBrpD6GGDj36YCDbnyX0/5RfijZ7DfLD7yyhUllR3fEE791tq9X76jPRHY20TUs609caci7oABpOBgFDffx03QbwIWCwWLZPJ7kkm6urqmCYmJnIul0sfOXJEt6Sk5KG9FF999ZVpY2Mjc8WKFZpJ1SEhIfU7d+40qaurYwBAXl4eu7i4mBUUFNR47Ngxg8bGRqqmpoYRExNj8CgxBwYG1q9evdpcPUcjLi6Op47Z0tJSzmQysWHDBmOlUgkA6NevX0NUVJSRQqFAQUEBOz4+XpMkbN68uTArKyvz7h91O15//fXa+Ph4HblcjoaGBkZSUpKOh4dH890xBQUFNZWWlnIOHTpkHB4eXg0AwcHB9dHR0YbqydNlZWXMnJwcTk1NDZPH46mMjIyUhYWFrDNnzug/Svsf1UN/G9M0vZyiqFMALAH8Qf+zoDcDbXMbCIIgiC5SXl6OhIS2XYiZTCYGDhx4x3maplHceBhZ1asgVzXAQe8NMCgOSptOwlx0XVPudNx+TH1zODKqV6Bcega2/ADYoRLf5JwFN9Ue/AoeGgE0NJTi6tV/hsfKHPvjRhMHS6YMgK+LjeZ40qk0cHkcOPs6YvHMTWBKZRD52cPUQh+w0Md3577A4sFfgqZpLI/+EDZCzdw9UBSFj36YAIqinkgPw91mrZmKN93n4ufFu7B4x3udvu5BS63ezedVT2hpc3H+4EV0H+iJcwcvoluQBHrG9++dIIiXxcSJEyvc3NzEEolEevjwYc0W8W+++WZ1SEiIs1AoFHt6ekodHBxaHlbPunXrLNhsNi0SicQAMH369IqFCxdWZGRkaPXo0UMEtM2T2L17d16fPn2kI0eOrJZIJO7GxsZyT09PzUYpnZnTsHLlypIZM2bYiUQisUqlomxtbWWnT5/OjYiIKA8LC3Pau3evcVBQUB2Px1MBwOTJk2tPnTql5+zsLLGyspJ5e3s3Pqjuu3Xv3r1l4MCBdSKRyJ3BYGDy5MkVPXr0uO+zGDFiRE1qairf1NRUCQA+Pj4tH3/8cfGAAQOEKpUKbDabjoyMvDlgwIAmiUQidXJyklhaWrb6+Ph0Op5/g/o3G/s8z3x9fWn1f6IEQRCdVV1djbS0NEgkEs0+Bs+7Xbt2YfLkyQDallo9e/YsjhQnopuhAEbseqRXLUN1SwIMuF6QmHwKNtMGXIYWKFA4eXo3Qga0XWvnwsWCgz1Rp9CGM5cNi5YGnE/2hPymPihQUFEUYGuA7UcOoeDQGQAA39IBriPexeiR3TDBvxv0uVrQZXPBZDDwluc8GJobwHSUP47tS4BWWSOWfD8BfQd7aGJvlclBUQCbw37mz23LR79gz1eH8N25LyDp3eFS8gCAFRO/R9KpdOwr+emelZPu9sXYNUiLzcSKYx9hls9CvP/jDAyd+eqTCJ14CVEUlUjT9B1dUSkpKfleXl6VD7qGeLkFBgY6R0RElA0fPryh49JPVkpKiomXl5fgfufIvASCIP7zZDIZ+vXrh/T0dHA4HAwfPhzTpk3DoEGDwGQyO66gi9w9NCmuIhtfph+EIZuBabZ/wojLgMT4M9jqjkJCTRz23VwOG74DpjtEoK//SDCZTCiVShTmtmLt4SDocLiQQAZBkwoMUKAB5OgwUOgoQzO7GJWxyZr7mbn3AduDjU1Fl7Gp6LLmuEEFDdP0QuSqaKiOpICpaoW2nhb8A93uiJ3DffbJgtr4JaPw585YrHt3M9ZfXtnhn7F6qdWeQ306TBiAtiFKsfsv4KeFO0FRFHqP6NHhNQRBEOoVnNzc3KRdkTB0pOPffgRBEM8RlUqFqVOnwtnZGYcOHXoidR44cADp6ekAgNbWVuzfvx9DhgyBnZ0dPvzwQ2RnZz+R+zxJKpXqjk3dXh08CJHZx2DIboVUKcPekkB0N98PK50ROFC0HbsKNsCCZ4MiaR6+zfoQ5SiGRCIB0DaMySbnJoY2tcCxiQZAIY/Bwu/afOi6u2CkSy9Yx1FoqqoFALD4uvhx+SJcePsdHHhtIr7tHYJpOp7wSzGA4S9tcwW47mbQf9UQvBoFBg7vDs4TnJvwuHjaWpjx7WRcT87Hsf+d6rC8eqlVv07u5uw3xBtsDgtJp9Ig6SuCobnBY0ZMEMR/gYmJiTI/Pz/9+PHjz+VGdyRpIAjihXLy5Els374d169fx9ixY3H69OnHrnPjxo33PV5SUoKVK1dCJBIhICAAqampj32vJyUxMRGVlW2jF8zNzZFvLEd+UyUGmSbjY3cflMtY+DD5MH64tgznKv9AoNlrmCtchrmuy8CiOfjx3GrwjP7ZB4lRXAAGAI4NB/G2cpzX0oKilYMzl0vx06EcxOzZryn7+riJCPZzB4OiUJlWi6gVcfhrayrkFXK4GvLA1+fj6C8LEW7qDpVChUGjnr9JwP3GBMCrvzu2frwH9VUP/0JPvdRq91fvv9Tq3bT1+Jqyr4T1euxYCYIgngckaSAI4oVy9OhRzWu5XI6RI0ciM/Oe/YQ6LSMjA+fOnQMAsFgs/PXXX/jggw9gbm5+R7kLFy5g4MCBaGx8qvPMOq390KSgVwfi5xt/QcCvRy9jSwyyGouZLj2RUluI06X1mGL/HoaYjkFGWgbOH44HO9oM2hetYKrzTxulUimCJvRBuvA6rjH0MNjXGYkLZmPLxFEIMTdAc0HbF19MJgurv/gEAFBeUY9vfjgOfT0ePl8yHPu3v42mmxXwDnSHUknjyO4LcHKzgqPIEs8biqLwzg/T0FQnxbal+x5atqOlVu/n1cn9oKXNRZ8w/8cNlSAI4rlAkgaCIF4YNE3fkTQAQF1dHYYMGYJbt2494KqH++mnnzSvhw8fjsDAQHz77bcoLCzE4cOHMXLkSLBYbUNrKioqsGnTpn/fgCeofdKg5W2LmtYmvGqSDGeDmThTcQzJdb9ArK+ArFIbMceSsXr1ahw6dAhZWVmQyxVo0lGgxfGfDc5u5N/AjrxopKS4wEqqiz4MO+w9nYIrqYX4c8deTblRo0bCyqpttaM9By6BpoFlH41A/z6uqCisxK28cnQL9MCBzbEozq/EGxGDnt1DeUQOHvYInTUYRzf9gesp+fct09mlVu/Wb0wADlRuhYmV0ROIlCAIous9P4NMCYIgOpCVlYX8/HwAgLZ22+66TU1NKCgoQGhoKM6cOQM+n9/p+qRSKbZv3655//bbb2tes9lsDBs2DMOGDcPayHV47/22Vaa//fZbzJ49Gzwe7wm06P5OnTqFtWvX4pVXXsH7779/z0Td6upqxMfHA2j7xjzDVg43bSm4lDPWZV9CdkUurKskcLzFgkODFDKUAwDq+BxITTjI4VWjopEHWYMAbC0u5C0y3Cq5hfhd+uBocyBFC75NOwMAoOUtyLx4RnPvOXPmAACqqhsRfSIVgwe4w8K8bWnwpFNt80KsRDb48oNf8UqwB3q84vrUntOTMOXzMTi99zw+G/UtbEXWoFUqqFQ0VEoVaBWNhuq2nqWOllq9n66c7E0QBPGkkZ4GgiBeGO17GYKDg7Fv3z7NajaXL1/GxIkTod6EpzN+/fVX1NW17VPp7OyMoKCg+5bjNNuBy2obmlJWVobNmzf/2yZ0aNeuXRg8eDB+//13zJ8/HwMHDkRpaanmfKtSiZkbvoN6MyKuoy3KGk1xNleAFXFuyD8lhWu8OfSvtYJukELGpJBjyMYROxby3bRxgduEvHo9yEr5UGlTYFtaa+quZOZj8hhf7P1oEo4uD8evC0bCsSYBKkUrAEAikaBv374AgH0HL0OhUGLimJ6a65NPp8HI0hCHfrkINoeJmR8OfWrP6UnRNdTBB1vegb6JLuoq6tFYK0VLYwsUrQqoVCroGukgeFognL0dujpUgnimvL29O1yPeOzYsfaJiYlaALB48WKLR72ez+d7A0B+fj47ODjY8d/GqjZv3jyrpUuXmj+sTHR0tG5gYKDz494LAMLCwgRbt2417EzZTz75xFwkEolFIpHYxcXFnclk+pSVlT2/y/PdB+lpIAjihXHs2DHN6yFDhuC1117D2rVr8c477wAAfvvtN3zwwQf47rvvHlTFHdpPgJ4xY8Z9l9Osq2nCiV8T4WDkj6zyPwEAX3/9Nd566y1wudx7yj+OtWvX4r337txw7MyZM+jWrRt2796NgQMH4n8Zl3H85D9Dk7S7OcLWqBaWqma4ZhuAJWvbFM3OQQDf7j5wE4kghxKzL65Fev0tcAwA+2ozNHKV8NA1xTE9O0jRNl/BmW7F3MC+kMlk+O677/Dll1+iqUmzVxLmzJkDiqJQWyfF70eTMaCfG2ys2v6/pGkayX+lw0pkg+T463jnk1AYmek90efztPQc6oOeQ326OgyCeK4kJSVldVRm3759BerXkZGRlitXrtSME+3M9WoCgUB+4sSJ53LFoCfliy++KPviiy/KAOCXX37Rj4yMNDc3N+/8t1yPQaFQaIbZPg7S00AQxAuhrq5OM2EZAEJCQgAAs2fPxgcffKA5/v333yMyMrLD+pKTk3Hx4kUAAIfDweDXw7Di8mnUt8ruKHdo+3nImuXwdO4DvlZbb0NRURF27Njx2G1So2kay5YtuyNhsLW11eyIXF5ejkGDBiFi0UJEJp4DffWf3Zwt+9jAj1EFSYYhWDIKNjY2eO+99zB18hRI3N3BZDLBpaRYJTiObtw6uEtFKK1qhphphJSUYgzo11dTl1ZxBX7//Xe4u7vjww8/vCNhmDRpEsLDwwEA+39LgKxVjklj/1kZKD+jEDVldcgvqoOrpy1CxpIJwATxIlP3AkRHR+v6+fm5BgcHOzo4OLiHhoY6qHs6/fz8XGNjY/mzZ8+2lslkDJFIJA4NDXVof31dXR2jV69eQrFY7CYUCsW7du0yuPte2dnZHBcXF3egrfdC/Y28oaGh1/z58y2Btm/qJRKJm1AoFM+dO1ezjfyiRYssBAKBxMfHx/XatWuP9E1OfX09Y/To0QIPDw83Nzc3TWzZ2dkcHx8fV7FY7CYWi91iYmK0gbalrqdMmWInEAgkAQEBwsrKyn/1SXzPnj1Go0ePrr77+Pfff288ffp0W/X71atXm4SHh9sCwIYNG4w8PDzcRCKReMKECfYKhQIAMHHiRDuJROLm7Ozs3v65WFtbe8yaNctaLBa7bdmypVO9IR0hPQ0E8R+TciYDWtpcuPZ4Ir2zz0xMTAzUvyTd3SS4GJWMwdMNwdPWwtdff428vDwcOHAAABAREQF7e3sMHz78jjryq2qw41ISZvX1v2NC8+uvv451mYmIP3AJJeNrsXbgCFAUhYZaKQ7vuoA+gyUwMNZBRoE/Morbehu++uorTJ06FWz2441bV6lUmDdvHn744QfNsZ49e+Lo0aNITk7GhAkTUFZWBpqm8cM334JrZwVZVQ0AgKmrhQEGJtC7YgAaQLdu3fDaa6/d8Y0STatA1y1CU34Vykc3oIbzF6x7OyPDpBQfjO6PXg6G2BP5BQDgzz//xJ9//nlHfO7u7vhkyTIMHjwILBYLDQ0tOHj4Cvr1doXA7p+ds5NOpQEAWik23vt8JJhM8p0UQTwJX6QdsL3eWNb5yVqd4KRjLv3EI6yws+WvXr3KS05OviEQCOQ+Pj6imJgYncGDB2uWktuwYUPxtm3bzLKysu5Zyo7P56uOHj2aa2RkpCotLWX5+/uLJkyYUPugjRLVvRc5OTmc4OBgl5kzZ1YdPHhQLzc3Vys1NfUqTdMYOHCg8/Hjx3V0dHRUhw4dMkpLS8uUy+Xo1q2b2NvbWwoA33zzjSkALFy4sOJB7VqyZIllYGBg/f79+/PVG6uFhobWW1lZKc6dO5fD5/PptLQ07vjx4x3T09Ov7ty50yA3N5ebm5ubXlRUxPbw8HCfOnVqFQCEh4fbxsXF3bPE2qhRo6pXrFih6YFpaGhgxMbG6v/888837y47bdq0GolEYimTyYq4XC69a9cuk02bNhVcuXJFKyoqyighISGLy+XSkyZNstu4caPxnDlzqtasWVNsbm6uVCgUCAgIcL148SLP39+/GQCMjY0VmZmZVx/4B/uISNJAEP8hLVIZPhv1LTg8DrblRIKnrdXVIXVa+6FJzVkqrH9/C3799ne8+fUkBI7rjZ07d6K4uBjx8fGgaRrjx4/HqVOn0KtX27fhNE3jk6N/4lJBEU6mZiB5505NfYFjwrB+cyzMfytGfHEzogTOGO3igd92xqG5SYbxs4JQcO0WLLU9UayfgNq6WuTl5WHPnj2YMmXKv26TQqFAeHj4Hb0WgwYNwsGDB6GtrY2goCAkJydj4sSJ+OuvvwAAspslmrJOLk4wLDAARQGDBwejR48eaJC1orSqBkW19SiqrUNRxd+4WchG/jIPKJvkYMmZYBxIgWc3e7iP40IgEMDU1BQVFXf+v2poaIhly5ZhwtjJeDPkO/z6XSqmzQtGhUoBaXMrpoy/c/+B2IOXADYbo97q/1wusUoQxL/n4eHR5OTkJAcAd3d36fXr1zmdvValUlERERE28fHxOgwGA+Xl5ZyioiKWnZ2d4kHXSKVSKiwszGnNmjU3hUJh66pVq8xiY2P1xGKx+PZ5RlZWllZDQwNjyJAhtbq6uioAGDRoUK26joclC2pnzpzRO3nypEFkZKQFAMhkMio3N5djb28vDw8Pt8/MzOQxGAwUFBRwAeDs2bO6Y8aMqWaxWBAIBPJevXppNnnZvHlzp5KwvXv36vv4+DTeb2iSvr6+qnfv3g379u3T9/DwaJHL5ZSfn1/zihUrTNPT0/leXl5uANDS0sIwMzNTAMD27duNtm3bZqJQKKiKigp2SkqKljppmDJlSk1nYuoskjQQxH/Imb1xaKxtAmqbELX6CCYvHd3VIXWKSqXC4d8Pa96/9toQTH5nArZ+vAdfTfwBhzecwOzvp+H3339HQEAArl+/jubmZgwdOhRxcXEQiUT4IysXlwqK8Ia/N7Zt3gLp7aE3bm5uOMlqhsHlGjBZDBjGlGHF+n0QfWCE33f+jd6vusNBaAG+NhcsBgdDXx2NXVH/AwAsX74cEydOvGd1o85oaWnB2LFjcfjwP+0aPXo0du7cecdcCQsLCxw6Gg33KWNQFHUUoGnNObGdCxQUjWv6FjgRl4y6P+OhuD1sQI1PtcJ0TzPoihawra2gMtaFo4M+ik+n44PAz2AhsYO5sUCTNDAYDMycORPLli2DiYkJtn13Ei3SVoi722P9st8BPhvd+7vCycHsn7ZIZci8kA2+qSEmvTPwkZ8FQRAP9ig9Ak8Ll8vV/OJhMplQKBRUZ6/dtGmTUVVVFSstLe0ql8ulra2tPZqbmx/aFTl58mT7YcOG1YwYMaIBaPvSJyIionTBggWV7cstW7bM7P41dA5N04iKisr18vK6Y1zqvHnzrMzMzOQHDhzIU6lU4PF4HU566mxPw6+//mo0ZsyYe4Ymqc2YMaNy+fLlFkKhsGXSpEmVt+OkRo8eXbV+/fri9mWzsrI469atM09MTLxqamqqDAsLE7S0tGierTqZelJI/zFB/IdEb/oD9mIb9Bnlj1+//R3Vtx7/S4jW1lZ8+umnePfdd5/KxmfShmYsGvcpqqqrAAAG+ob47reV6BHsjbUXv8K8/72N4mu3MMfvQ+xccgD7dv0KU1NTAG1LkwYHByPv5k18/WcshKbGWDCgL7Sy/9nZ2aJPX6QkXgOrWIrei0tg080IRj/nYsFHW9HU0ILxs9pWVDKzMoCxmR6crXpBX79tidGcnBxERUU9cpuKi4sxYMCAOxKGN998E3v27LlncnWjTIYPYk6A698fDm++DbZO2/9JXC4XViJn3LDQg5mVNQa6OuHNXr5Y/Oor+D7sNeyf9hr+nhKNN4vOg75aD9rGHODzwGxWIL9BgZYAdyhFtijNLgE/Sw+6LGOYmrph/aZfsWHDBpiYmKCupgmHd/2NvsEe+HbnDASM6g66RYFrf2Rixw9/oFUmBwD874tDoBVKDAsPhBa/019AEgTxEmGxWLRMJrsnmairq2OamJjIuVwufeTIEd2SkpKH/pL46quvTBsbG5ntP2iHhITU79y506Suro4BAHl5eezi4mJWUFBQ47FjxwwaGxupmpoaRkxMjMGjxBwYGFi/evVqc/Ucjbi4OJ46ZktLSzmTycSGDRuM1avy9evXryEqKspIoVCgoKCAHR8fr0kSNm/eXJiVlZV590/7dlRVVTEvXbqkO2HChNoHxRQUFNRUWlrKOXTokHF4eHg1AAQHB9dHR0cbFhcXswCgrKyMmZOTw6mpqWHyeDyVkZGRsrCwkHXm/+ydZ3gUVduA79mS3fTeO+mNEAKhl9BBqaE3adJURFDEgqKiFCmKgCJFBEGQJr1L7zUJJIGENNJ7b1vm+xEJIN1X5fX99r6uXO6cOefMc86syzzztGPHTJ9n/c+LztKgQ8f/E25dvs3Ni7d57etRNOrSgLM7L7H241+YvHzcfzTvjBkzmDdvHlCrQPyVxc8u7LvKV+OXc/7Oqbq2l7u/VPdmXyqV0nV0e1r3bcr6WVvZvngvJzaf5Z1XP2Dmt+9TUVFBSkoKrdu1RzFgJOvGDOXq5ctER0YCINPTI9XKBdvTWXj1cECU+dNgfDZFnyop2xKH1cvBePjVxpUJgoBfiAsJN9J54403mDVrFgCzZs2iX79+j8y89CiOHTvGgAEDyMnJqWubNm0ac+bMqQt8FkWRLddusPfGTS6kpKHWatGTSvBqYElv83HcionDt5E5nQYfJtyoBqnJW2AwCkGQ/D5ei1g4hh0rVfz6vRJVPWv05UY4hDhDQQV6ejKWbJ+EVCqhtKicrV/tYevCXWi1Mn7+5RbllQd4fVx7tq4+SVWlisET21FVreLi7Sz8XgrEUZDx83dHObEvikET2rHvx+MA9H2j839yu3Xo0PEvZsiQIbl+fn7+gYGBFTt37ky62z5mzJiCrl27enp7e/vXr1+/wt3dvepJ8yxZssROLpeLvr6+/gCjRo3KnTZtWu6NGzeUjRs39oXaOIn169cntWzZsqJ3794FgYGBAZaWlqr69evXZW94lpiGOXPmZIwdO9bF19fXX6vVCs7OztVHjx5NmDx5ck5ERITHxo0bLdu1a1esr6+vBRg2bFjRkSNHTDw9PQMdHByqQ0JCnutN2fr1681atWpVYmJi8kQLQK9evQqjoqIMrK2tNQChoaFVH374YXr79u29tVotcrlcXLx4cWr79u3LAwMDKzw8PALt7e1rQkND//o3d/chiPeZuv8XaNSokXjp0qUXLYYOHf91LBjzLcc2nmZj+nIMTQ1Z+uZqdi7dz/LIBbgF1CVrQKvVPvMD8IULF2jWrFldzQClUklaWhqWlpZPGfl01n26mbUzf8HV34mLHCXqRu2D/s8//8zAgQMfOSbtVgZL3ljF5UNR9FvYmYlvj6+r2+AQEETi5YtMnDiR1atXA9CyVzuKW3eiU3wRxrb34jtEUSTzQgGxlVo+XjuZ9s61QePb15zi+7l7+Gb7OBo0CqzLLrR9+3Z69er1xPWIosjChQt5991362SSSCR8+eWXTJky5YG+x+OTGLvxV+pZmlMiq6ZEWkG4XRzmV+yRaAXM6xni0XwNgVZv46y9AtX7Qa8Zguk8BKktYtkyDm/bwLxRDqjsTVBa2iERBNb/Np3r5xP54q0NTJ3djw69GtZd89rR67zb8VOcwrxIMDWhnoslhRdSadben3fnD+SX7RdZuuIoS+cPIdDfkSun4/nmk1/JulOAmJGJo7M5q64/W6pbHTp03EMQhMuiKDa6vy0yMjI5ODg473FjdPxvEx4e7jl58uTsnj17lj69919LZGSkVXBwsNujzunck3To+H9AWVE5R38+Rfiglhia1lZSHjqjL/rG+qyc/hMABbmlvNl/KXOnbnymOaurqxk1alSdwgC1fvorVqz4j+U9tuk0a2f+Qvuhrfhk/ztEx9S6E0kkEjp16vTYcfb1bFG6O4FEwu0DOaxcubLuXMaNaAYNGsTPP/98bw2+rnQvqcTYVkl5jZbLCgnWTrVuUA5NLGnb3JIfl/1EfGYGJ8/E4xNcq1xlp5YxceLEunk+++wznvQCprS0lP79+/P222/XKQzW1tYcPnz4IYUB4PszF7E3MWZYeAPS5cU0Mc+uUxiM3DQ0bncdpdwGJ5PBCGZfI5h8DqpriHndEcuWsHffduZOcEY0VeLQKAChWsOwNzpibm5Ii04BeAU4su6bQ9TU3ItDbBAeyLCP+5N67hYRIc5kx2RRXaXCq2k9qmvUbNx6gYbBLgT61xaDa9jCi293vMmQie0Qqqpp1DH48TdUhw4dOnQ8lby8PKmbm1ugUqnUvgiF4WnolAYdOv5H0Wq1pKenc/LkSd5/fQYxFVc5nr6fVq1aMWTIEFTUMOi9Ppzfc4Ujm87wztDl3IpO49ShG5QUlj91/lmzZnHjxo2H2pcuXVqXGvXPcOvybb4cuZSAFj5MWTGB344eqXsgb968ORYWFo8cJ4oi38z8lfPHbyGzMuHKwaukGZdg1b5bXZ/t27dTWVkJgKWzFV0ULughUJBQSl5YGvEafQ5cUBK1vwYDsxKkehI8lAJrv1vBitW/EJ+Rj1xPRsy1VKZOnYpSWWuduHLlChs2bCA3NxeVSvWAXLGxsYSFhT0Q+9C0aVOuXLlCeHj4Q+u4fCedS6npDGwUxJdXTxIsqHG8oUSiFcC5iAE9fSisuYSH6Wikgh6CICAY9EOw3A5SR9bsOsaCCfZIROg4pRf58blYOZkzcGRtPQaJRMKItzqTk1HE3o3nH7j24A/6ENopmP2LdiHNLcHAzoSvVx9jynubyC8oZ9jABzMmKfX1CAiwQ61SE9I+6Flurw4dOnToeAxWVlaa5OTk6/v27fuvLHSnUxp06PgfIykpiZYtW2JgYICTkxOtW7fmm/WLSCKWnft2cOrUKTZs2EDr1q1p3CcICwdz5r/6HcWFZUz4sDtajZZzR5+c1vnq1avMnj277vjLL7/ExqY2iUVaWhrbt2//U7LnZxbyca95mNmY8vHWd9BTyNmzZ0/d+W7duj127Or5+zmw9RL1ImoIedMKj5ccuLkyCf+2LQjo7f1Q/6b1myAVBDIvZaPKLWZKm4m08BGoPC/DyKmUgB4HaNLagOKUcmQS8HBWc+DQcbwCHYm9moKtrS1jx46tm2/o0KHY2Nigp6eHsbExLi4uBAcH07hxY+Li7hVGfe211zh+/DhOTk6PXMeK0xcx01dyS52HUVEZDVJrkGgFKhzLeKuHnLji5ZjqBeBiMuCBcYKsHvsSPmXN+xZIi6oYuXAkh/ddR6IRmfpZn7p4Cai1EjRo6sHP3x2lovxe0hCJRML0dW8gU+hRlZTGpwsG0Lt7Q67HphPk70hIfZeH5L16JBqJVEJQa7/H3hsdOnTo0PHv54UqDYIgdBEE4aYgCAmCIEx/xHmFIAibfj9/XhAEtxcgpg4d/yo+/vhjTp8+TXV19RP7xcbG0qp1a/KlKtRllfTp15Dug5th42DG6YPXqapSEXszk537rrFw6UEmTv2J71YfQ6VSMWrUqDo3m5YtWzJlyhTGjx9fN/ezVGT+IzVVNczs8yVlheV88us0zG1MUavVHDhwoK7PSy+9BNRaFdTaeymuf1lxnC2rT+DVU4uN3ARFjRL7UAs8m5rRTqMiImggXgG+df3lcjm+9YPINCzh9p5c+o8cQaBZKOEF9ZFWi8S62yGtUVJktJ0bcQoS9tTWRlDIyjCwNCL+Rjo11SqmTZuGnt7DiUDKysq4c+cOUVFRdXEP+vr6rF27liVLljxyDMDN7DyOxifh4mDKxetRtMurRiIK5Dmqmd75ELc1lai0JQRZf4ZEeDCPRWJmPvMmr0EvpZBXvhjMluO3kBdVE9zMgwZNHy7kN2JKZ0oKy9m+5uQD7aIgQbS2RlCr2Tb3V94c357F8wbx8fQeDygeAFcOR3H4pxP4hnliaPKX1p7SoUOHDh3/Zbyw7EmCIEiBpUBHIA24KAjCTlEU768mOBooFEXRUxCEgcBcYMDDs+nQoQNq4wx27NhRd2xhYYE+hlAqZfCb/fD28aayspKpU6eiUqnIyEynQL6Frp692L1kL2ZBrkjN9Llw4iZd+yzibrSCoYEe+vp6bEu8QtadE1y7dg2oDXxevXo1EomE8ePHM3v2bFQqFadOneLKlSs0bNjwYSEfgSiKLBq3nLjz8Xy05W08G7hz7rcYli74kaKiIgCcnJwICqp1gfnm1n42Jp8hxMIN20v6nP0mGp+XBcz1DWqzHDVozM4TVzC+nYuhkxEGVjL694pgu7id+Ph4WnXtRGIDCwrX3kKqEEgJqqGsrJJdP57HLcSORBMNyy50xPCcCuz18bYIRK3Ow9QI4uNyUas0JMRk4B/iyk8//cSiRYvIycmhsLCQwsLCh+IbPDw82Lp1K8HBT/b7/+r4aQQJ5Ocn066gBgkC6fbwfocDVCnDyCw7ipfZa5joPWg5Ka+qYfLUVehdSKXVwBZcK6mhLLUAiUbLmLcfbZ3xCXKmZedAtq4+yUsDm2JmaQTAltUn0erp0fednmye9ys7W/vT87UuD4yNv5LIyvfWc+VQFLau1oz6YvAz3WcdOnTo0PHv5UWmXA0DEkRRTAQQBGEj0BO4X2noCcz8/fMWYIkgCIL4v5bySYeOv4jDhw9TUlICQL169bh4+hJDXCfQ47UuTPhyRF0/TYWCt997HY2ookpVxoG07fhXNubLyWsw9XUBEdoGu9Kue0M8PWywszHh7IXbTHp7GZ/PWlI3z6xZs/Dy8gLA3t6e/v37s379egC+/vprfvzxx2eSe/P8nRxed4LhM/vTqk8TADZ9f4zT507U9QnwCqW6SsXB/Ch+SjxJkMKW9FMZJK2uwLOLHHMjKUgEEjDl131xqBX6WF7MQ34kF0M/Zz5alEffTk5sTe3F5hpTvms3gmkT30Haxp7lvx3kl+2/oS1QM3x2FyqzbxB9UINRukjQgBuY+biSsLQCC09jNPIKAGKupuAf4kq/fv3o1+9ekTytVktJSUmdAqFWq2nYsCEy2ZN/bn+IusRvcbcJUtQQVKACBJLsNbzeRYudvJzTFXEY6/lQz3Q0+w5Fk5tXip6eDLlcyvZ9F6nYegULdxtMm/vx286rGJfW0PLlYDz9HR57zVfe7MSZwzFsXH6U8e93pyC3lD0/nyP85QaM+aIvqTdSWT71R3ybeOHTyIPMpGzWzNjIbxtOYWJpzISFI3h5Qif0FPJnus86dOjQoePfy4t0T3IE7q9ymPZ72yP7iKKoBoqBh3I5CoIwVhCES4IgXLpb1VSHjv+PbN68ue5z37592b/6KGqVhpfHd6xrP7r7GofWpdCn7RuYmNTWgamoLOeKcJLC25fRCzfH3MoYaYWaVs29sLc1RRAEAv0duBW9GbW6NtC3SZMmTJ48+YHrT5o0qe7zxo0byc7OfqrM5/dcZuX09bTu14yhM/oCkHmngLjIO6j179UyyL0lY0j4bBbN34bdaQOSPy9Bs7aMgM4yrEylqKVajlXqEZ2hQWUgIq2BSm9HxLIayvOreP9jK5aWdeNntTkRvg0ovJhGWUE59QzdMV0K2motJa/CzIptxBbdxjBdpNIOzls7sq5ITXZlrbuXg70Eqb6c2Kspj1yPRCLBzMwMd3d3GjZsSFhY2BMVhkq1indP7eOLQ0dpShVBVdWIiMS4qunXtQ0N9bYRJ7pRoy2hvtUsDh29xZxF+1i17hTfrjrG4iUHyVx/GhDIdrFj295I3AyUIMLwSY/PNAXg5G5Npz6h7Nl4nuz0QrasOo5KpWHQhHZIJBKmrXkdczszZvVfwNI3VzPK901Ob7/AoPd6szbhG/pMfkmnMOjQ8T9KSEiI79P6DBgwwPXy5ctKgOnTp9s973gDA4MQgOTkZHmXLl3q/VlZ7zJlyhSHjz76yPZJfXbv3m0cHh7+sM/mnyAiIsLthx9+MH+Wvvn5+dJ27dp5+vj4+Ht6egZ8/fXX/3lu8n+Y/4lAaFEUvxdFsZEoio3uVoLVoeP/GzU1NQ+4JvXu3Zs93x+iQbtAnH1q9fGb0XdY+P4W/ENceGlUbwIbv4qeoragpVbUEKU+xcVFazBwVfPbwRNER10nNTWVnJwclnzzFaXFaQDo6emxevXquiJrdwkLC6Np06Z18jyt0FtKbBpfDP4ajwZuvPPDa3U+88f3RlKpKuFOemLd9WateYdyFxXKAyI128oxLKrAL1yJkbGMGrmEI+WGFBcq0FgKaCwEJg4Nwb6lKVqFDK26FNIEUrdW4mJixhv1m/HT3B0IUgkxN3MYMK4tP+97j1mDhzDLZwB2J6wxsVBS4iLDqrSGV12PIw2orZljbFCDSk8g8mLSE9OsPg1RW0Bs6od0//Ubtl+PokNZNfVEFRpB5EaeCtVKCfFLD5NYoCSjOgUPs9EINW4sW3GUAD8HDu2Ywtwv+0NiCpLyat5e8zqrV4/n83e7k5uQS9cBYdg7PzrT1P0MntgeiURg6ac72LPxPO26N8DRzQoAE0tjPtj4FrlpBexcup9Or7RlTfw3jPp8cF3qXh06dPxvcvXq1bin9dm0aVNKaGhoFcDixYvtn3f8Xdzc3FT79+//r8wY9Ffx5ZdfWvv4+FTevHkz5sSJEzc/+ugj56qqqocqaP8d/CcZDe/nRSoN6YDzfcdOv7c9so8gCDLAFMj/R6TToeNfxm+//Vbn/+/q6oqYKyMnNY/u42vfNpcWV/LF5A0YmepzR6Jl9YYztGndjG9/3oyeee0LDxGR5JTjrFr/MUfjvqd+cBCurq7Y2trywQcf1F3r3Xffx9/f/5Fy3G9t+Pbbb6mpqXmszMsm/4BcIeOTX6ehNFDUyiCKHN11DbllUV2/Vm1a85P+BWrG6hE0yB09Wz0CO+thaCqhrFLgRI4+VUVyqk3B1dmKrcN8GO35IVsmrKdRb3u4U0KVlQzJmWLG5nowe8QaYk/FYO5mx7IdkxkxuTNmxka0tQ3g1M/JlBZV8+VH/WjnX4+UBAeuFfjQusdNStIrkAhgV09JeXElmXcK/tS9ErWlnIl8i0ELzak8qqV7Wg12aKiuFrlxsIbSw1qKNSL7d8LkIR2J3N4UN6MxfL/mBGVlVUx9vRPlVTV8POl79BLzGfZJf7oMaoGdtTGHNl5ATyFj0PiH07k+Cms7U3oMac7FEzdRq7UPjfNv6s2ik5+x8sYi3vp+PFYOT1dEdOjQ8e/nrhVg9+7dxmFhYT5dunSp5+7uHtCjRw/3u/V5wsLCfE6cOGEwceJEx+rqaomvr69/jx493O8fX1xcLGnWrJm3v7+/n7e3t/9PP/1k9sdr3bx5U8/LyysAaq0Xvr6+/r6+vv7m5ubBU6dOtQeYMWOGbWBgoJ+3t7f/W2+9Ved3+e6779q5ubkFhoaG+sTHxyueZ40lJSWSfv36uQUFBfn5+fnVyXbz5k290NBQH39/fz9/f3+/Q4cOGUKt++nw4cNd3NzcAps3b+6dl5f3zG7+giBQWloq/d2FVWJqaqqWy+UPvHmaPHmyw6effmpz9/iNN95w/Oyzz2yetP4OHTp4BAQE+Hl6egbMnz/f6m67gYFByKuvvurk4+Pjf+TIEaPn2ZfH8SJjGi4CXoIguFOrHAwE/hhNtxN4BTgL9AV+08Uz6NDxaO6vA9C3b192Lz+Ihb05zXs2RhRFFry3mfycEtROpljpyZg/qx8VJjBp826aTv2ArJ++51bc018MGZk40rx178ee79u3L2+//TYZGRlkZWWxefNmhgwZ8lC/m5duc+VQFK/OHYqNc93vHMm3ski9nUOp4T3vxaoAa67n5OOoMSAqOp+QVhIUUihUyLgRo0Ao06J1FxjZMYw3GiUir5wMEm8k5iuYOteGYZtfw9ZASpYJ/PjVQSQ1VaAVGf/lYFw86n6f2XswmuOnbjJuZBv8vO352K4DZ5N+IDLKDfPmBZTXlGOCATY+MnKuwt4dVxjzRkeeB1GsRJM/lo+2BWAmamhlXYVMEKko1nLzTA2ibw1NRsjQu57L5TSBohRzTqyw5tyWeZQoZPQd3Aw3VytGvfEtmmPxhHRrgE+LAOZM/Zlzv8VSXaXilcmdMLcyfmaZ+r/ahoPbLtGsvT8OrlYPnfdr4vVca9ShQ8dfx4aU75wzq9L+0vRk9kqnisGu4+88vWctsbGx+teuXUt0c3NThYaG+h46dMioc+fOZXfPL1u2LH3NmjU2cXFxMX8ca2BgoN2zZ0+ChYWFNjMzU9akSRPfwYMHF0kkj35vvWnTphSAW7du6XXp0sVr3Lhx+du2bTNJSEhQRkVFxYqiSIcOHTz37dtnZGRkpN2+fbtFdHR0jEqlokGDBv4hISEVAPPmzbMGmDZt2mP91t9//3378PDwks2bNyfn5eVJGzVq5NejR48SBwcH9cmTJ28ZGBiI0dHRikGDBtW7fv167Lp168wSEhIUCQkJ19PS0uRBQUEBI0aMyAcYPXq08+nTpx/64e3Tp0/BF198kTVt2rScLl26eNra2tYvLy+Xrl69OvGP1voJEybk9e7d2+Ojjz7K0Wg0/Prrr+YXL16Mfdz6u3btWrZ+/fpkW1tbTVlZmRASEuI/dOjQQjs7O01lZaWkSZMm5StWrEh7lnv8LLwwpUEURbUgCK8DBwApsFoUxRuCIHwKXBJFcSewClgnCEICUECtYqFDh44/oFKpHqiN0LZ5OxYvWsPgD/ogk8vYsvoE54/G4tGsHnF5Jcz5pC+RBTlM27QfbxsrVg7uTemQ3kyfPp1r16LISspBrVajlQnUGIroiaBVqdCamdAgcDhXo9Lo0qH+I2WRy+VMmDCBGTNmALXpVx+lNGycsx0jM0NeHv+g3/3R3ZEg0RIZc6muLcnWCXmRASbXNbTyrkEhBSM7GyLzlRSYFmKoAut0gU5WKuSVc0HRDsFsMYKgh40ztOzThCuHonhjwxv8/PMZsk/fQKovZ+q+07hcjaGBhyMORoZsXnseL29b7D0t2Xn2BsXlVTQ1deRUvJpTRQ1o5hcFVdbIxXKQChzee+25lAZRrEEsfJ11pzXI8uS0sKpAKggU5WqxdPSh1/I4Tu5OJObDGopyan+eZdJc9OzMqSgQ0FMo2bfxDLEpaaStOoWBmRGpeWpmTlyLiZkBHXuH0q57A3wbPFxP4UkYmxmwYu8U9A2f6yWdDh06/p8QFBRU7uHhoQIICAiouH379qPzRj8CrVYrTJ482encuXNGEomEnJwcvbS0NJmLi8tjfWYqKiqEiIgIj4ULF6Z6e3vXzJ8/3+bEiRMm/r+buCsqKiRxcXHK0tJSSbdu3YqMjY21AJ06dSq6O8eTlIW7HDt2zOTAgQNmixcvtgOorq4WEhIS9FxdXVWjR492jYmJ0ZdIJKSkpCgAjh8/bty/f/8CmUyGm5ubqlmzZnVVm1etWvVEJezXX381DQwMrDx79uytmJgYRefOnb07dep0w8LC4m6iQnx8fGrMzMzUp0+f1s/MzJQHBARU2NnZafbv32/yqPV37dq1bO7cubZ79uwxA8jKypLfuHFDaWdnVy6VShkxYkTh0/bgeXiRlgZEUdwL7P1D20f3fa4C+v1xnA4dOh7k2LFjFBTUuso4OTmRciILQYBur3bgxpVkflh4gKBmHpzPzGdI/6aczEzlk72/0cTRllf93NmxaRN37qTi5+eHn19tkS5VhZritBrCujSlW7fWYKCk0calOMdaculqMqIoPpS3/y7jxo1j1qxZVFdXc+HCBc6dO1cX6wCQEnOHU9vOM3RGXwyM9evatVotx/dEUiCLour3ys1yO0t8g4wZaFKP5Nsx6MnBwt6IzSlaygqK8PGzY96grrw34xfe/eQsX07zJSBsHoJw79+03pO6cWLzWaTJ+fywZAz9bEfTqG9T6kU059rtdI6fuYnmTiWiBK6W53Pl+111Y6USAaVEQnGqCScNGtBSXYW+hQJLP31ybxUTdSON+gGPLtRWqVKx/NRFvKwtaenhjHHVdLLzrrD+8CCaWVYglQlklEuoCvVlTP0gPhi1g/KrWjxDXXl5SSRojNBED+DI1kuU30pHK0J1eiY3T1xHIoqI1jY0aOZFeI8QQlt4Idf78z/pJua6GAUdOv4beR6LwN+FQqGo8/KQSqWo1epn9sVfvny5RX5+viw6OjpWoVCIjo6OQZWVlU90jx82bJhr9+7dC3v16lUKtW6rkydPznznnXfy7u93vyvPn0EURbZs2ZIQHBz8QGGjKVOmONjY2Ki2bt2apNVq0dfXD33aXE+zNPz444+W06dPz5JIJAQGBlY7OztXR0ZGKsPDwyvu7z9y5Mi8lStXWuXk5MhHjhyZf1fOR61/9+7dxsePHze+dOlSnLGxsTYsLMzn7t7q6elpn5a173l5oUqDDh06Ho8oikRHR2NlZYWDw+PTZgL8sumXus/6hWb8ungfrfs1Q89QyexhK7B1MKNAKcXKyhhcZazds59eCin6dxI4ciceAI0I2TUyVFoBaz01BgYyrLxlJCZGsWRJFKampnQ2VJJsUUPl9TKSU/Nxf4QrC4C1tTWDBg1izZo1QG361fuVhk3zdqA0UNB70oM1BGKuphJ18xzXMvbXtdXv05KfGo9l5fLV6MlF5KYlbLhjQXVBDR3CvJk7ohugZcG7l5k8y4ZpC1qy6IsKfLxM6uYIaO6DV2g9fv1mL/pGSmqqVPQb25HAln7YHlESuTceZ0dz+g5ugp2NKaaGSkwNlZgYKjFS6hGXnUufJeuRFBmSV1CCs4UCuasayXUNa9adYuGcRxtBN12O5ttT5wGQSUQa2sopTBpME5NyZHIBtdKE49Uq+h7L5K1XtyIxERn4dWtcu29DSwVh9oupaefKLzG5hPRqSt+WXpzZdZkz+64SPrQtr0zviaGx8onfDR06dOj4J5DJZGJ1dbVwv4IBUFxcLLWyslIpFApx165dxhkZGU+0UsyePdu6rKxM+sUXX2TdbevatWvJzJkzHcaOHVtgamqqTUpKkuvp6Ynt2rUrGzVqlNusWbMyVSqVcOjQIbNXXnnlmdNohoeHlyxYsMB2zZo1qRKJhNOnT+u3aNGisri4WOrk5FQjlUpZsmSJ5d1ipm3atCldsWKF9euvv56fnp4uP3funPGgQYMK4OmWBkdHx5qDBw+adOnSpezOnTuyxMREpa+v70NBf8OGDSv6/PPPHdVqtRAREZH4pPUXFRVJTU1NNcbGxtqrV68qIyMj/9a3Pzql4b+E6spqZHIZUpn06Z11/L9g5cqVjB07FlNTU44ePUpISMgD5yvLKrmw9yontp9l7aZ1de2tm7Rl8Oj+NOvZmFlvbqCksII+b7Zn895zdGlnS9qJwzQVgFq3fkpEJYa2DuxR52LvbM53rXrx68nrbDlyHpfIZMwc9LALsqK4uBj7Yogx1kNAyqWryY9VGgDefPPNOqVhy5YtzJ8/H0dHR7KScziy/iS93+iKieWDL2V+WvUr0Vl76o6tw7zY8N4i1q9dh1ZbQ7VWxZFqO6rz1DQNcGXuiG4IgoBY9h3WRsdY9MlHvDmznMnTNzIgojF9ezbCyFCBIAj0ntSNea8sYdV767F2ssSvmTfrNp1l5Y8naRjswmcf9sboMe45fnY2NPN34lJ8MpkFCpwBawVkAVfP3yb2ViZ+3vcSh+TmlXL20m1+2HQcx3KRTq1qqHa4yYEoP9poytHTFyiokRIZW4jL3ttcrFBhN8AA30kmONr+iFRqQRPbnzDW82LG8l/RiiJTJnfF3taUJi+F8tazfYV06NCh4x9jyJAhuX5+fv6BgYEVO3fuTLrbPmbMmIKuXbt6ent7+9evX7/C3d296knzLFmyxE4ul4u+vr7+AKNGjcqdNm1a7o0bN5SNGzf2hdo4ifXr1ye1bNmyonfv3gWBgYEBlpaWqvr165ffnedZYhrmzJmTMXbsWBdfX19/rVYrODs7Vx89ejRh8uTJORERER4bN260bNeuXbG+vr4Wah/ojxw5YuLp6Rno4OBQHRISUva4uf/I559/njlkyBA3b29vf1EUhZkzZ6bZ29s/5KKlVCrF5s2bl5iZmWnuWgr69OlT8qj1R0REFH///ffW9erVC6hXr15VcHBw+R/n+ysR/tfiihs1aiReunTp6R3/ixBFkcktP6Qop5iZ26fhHvh8/sg6/jcJCwvj4sWLADRo0IALFy4gl9fmxD+x5SyLJ66gOK+UapNSThYfAMDezp609DQkEgk/f/sba785RP83GnMjORZjg3u/TbkaCRnGIlmOKqTmMrLylCAKhLkZ0t7Rn5H12rIn+iaffLIJs52xaAzleL3eEAd5CYVygaRbFvi42DHv075PXEObNm04caK2QFurVq345Zdf+OWz3exbeZh1iUuxcryXpjo7O5d6rj5UVNe6YCrtzTh88DDnDx6ntLSUwhIJkVYqirLMMZbq8evMkViYGCBWn0EsHAnK7gimX5KdU8I33//GqbPxGBkp6N+rMRE9Q9GTSRjqNoHC7GIipnSn3M2OnXuv0THcn3cnd0Uuf7LCfiEljWFrN+Nlf4fgW4boGcq4tq+aCj0DQtr50b9XI85fTuLC5SQSk2v/jdLogZO9SGaKgNxCRUMHNYaGUFIjkBRVQ+memziHutF/UTj7DNcRbJCKr7EbobZfo5BacfbCbabP3MrYEa0Z0r/pE+XToUPHvxNBEC6Lotjo/rbIyMjk4ODgvMeN0fG/i0ajISAgwH/z5s23g4KCqp8+4q8lMjLSKjg42O1R5/4n6jT827l1OZGYs7fISc1jUrP3Obnt/IsWSccLprKykqtXr9YdX7t2jfnz51OSX8rng7/is/4LsXWzYf5vMwkY5F7XL6JvBBKJhPMnbnDkyFGa9jMiNScaYwM1Ki2k1CjZq9XHIsKHiL7hDA1tharMAq1WQlsPaxRyCd/FH2LxzX10CfDCtKUjEic7pCVVpO9LpUIjwVwlYuWs5lp0KjWqJ+d+njp1at3nkydP0qBBCD+v3ESnV9o+oDBotVqaduhcpzBIFHIWr1hcpzAUl0qJKZORV2yKUAPTB7arVRg02YjFU0HmgWDyKYIgYGdryuczerPim1doEOjM6p9OMXDkcjZuu0jn0e0BiCmrZufeawzp14T3p770VIUBoLGLI962JqQXW1NVUVt128xNCpJqzl64zVvvb2LLjkuYmeozblQb9NtYIGkno2JgKuruZQTb1CoMZeUipOtTuucmPSZ25vvzs4i02IJCUBFs1pwmdqtRSK2oqlLx1beHcXOxpH/vxs/wrdGhQ4cOHf9mLl++rHR1dQ1q1apVyYtQGJ6Gzj3pv4B9Kw6j0Ndj6aW5zB+1jE/7zmfIhxEMn9mfx6Uk0/G/zaVLlx4qxjLz45mcWHQFsUjKiE8HMuDdnggSge0D72VN6tu3L8eOnOa3Y4dxDpIBasorBTLLFLwU0Z5tp08italgoncnbJWmTD6xm6yySpaF96Sbmw+iKDI/dhfrk08hFSQMa96QVXvTMNOqqbyaRrKrAv9gfaxlJSTWKLgek07DYNfHrqNHjx588cUXfPDBB4iiSHZ2Fjlk08W6FaIoUl6jIr2ohLdnvkfy9XtKUv+3+pMfnUZ1dQ0yPUOu3tSQ6yfDoFygaaA7XRv7IopqxKK3QKxEMFuHIHkwI6G3hy2ff9SHWwlZ/LD+NKvWncJIXw+rHk2ITiti8sSO9H455I8iPxZBEHitZSve3LqHEvsaTNRgYSeQcV2NyyAz+rQIBWcNCdVZ/JJwkaQaFfpOpVSXm9IsE0xMoapSJHpPPprYGwT3aMyYhb05kvYqGdUqmph50tBmNoIgoNWK/PjzGbKyi1k8d9AzKTU6dOjQoePfTWhoaFVaWlr0i5bjceiUhhdMZVklv/18itb9m+Hq58SCY5/wzcQVrJ+1ldvXkpm+7g1d5dXHsHTpUlasWMHbb7/N0KFDX7Q4fylnz559qK1GVcPV8jOcOHcC74YeAJw4cYLs7GwAbG1tSbuTQcLtW0hlkFspIS1LTnmxnHXfv8rp9DtoRPB3McVO34xvrp1hR2Is7zRsRTc3H6D2wfhtv+5oRC1rk04w2LkV6nqG1NypIqClBTd+jaXMxgMje31cVZmsfm89ZaPC8Q3zxNrZ6pHZlN577z1CQ0MZNGgQBQUFiIjM/OJjLty4QnnLjsRfuULGz6vr+od1CsNX6UV1dQ3ujums3eVOubkMe2UxlTVmvNfPCdAgli0C1SUE0wUIMs/H7qW3px2zP44g7lYmazac4Vp0Kp+9+zItmz1/7YGOvp5Ym0iI1thhX6DFxFyKQk/FzYRCZkkPICSo0LeB6hQzlEotAa6peJ0zQZCaUVMjcja6AHlsFoYNzLhYLTLqzQVgbk1pmQHl1GN3+QpKSqsor6hGqxXp0iGQ4CDnpwumQ4cOHTp0/M3oXmO/YI5vPkdlWRXdxnQAQE8hZ8rKCbz+zWgu7r/GG03f587NPxbK1pGfn8+bb75JZGQkY8eOpbS09OmD/kXcrzR4GQUgUPswnl2RwaGz9zILbd68ue6zh4cHCbdvoVGLRGfrUaFwpzBHwviRbbGzNmFrZDQShYYe3kHsTopjwdVT9PEIYGL9B33lBUFgmn8Pejk1ZsOdk7g0twapgFuHEFbGLCKrujZ42bmRKbdPXuez/gsZ4jaRscFTiT4Z+9BatFqRkCbN+fCVWZhgXte+d8cOzn/5GVnb19e1udXzoEvTLiARaNDwBocTfalRSfEMyiM/15xJ7U9gqx2MmNMYyleA/iAE/e7PtKe+3vbMmRnB3s2T/5TCACCVSHi1WTMKy02oKK+NfzO3l2ArlaGXZYT2sgnl+0youaXFvKwU2702COVmqFUiMVEFyPdlYj5YwoDNMgaPLURVbUhBmhn6alMszIzx87GnQ1s/hg5oyuSJHXlzQoc/JacOHTp06NDxV6NTGl4w+1YextnXkYDmPnVtgiDQ87UuzD00g5L8Ul5v8h7HN5/lfy1o/T/h2LFj3E2BVllZyY4dO16wRH8doig+oDQEWDdg3MgJdcfTp08nJSUFrVbL1q1b69o9PT0pK9BSJfcgWVRy52YuhtZK7jhW8c2Vs1xOzUQwrUGsMWDqyb00snFkdovOD1gHogt3cq1gKxJBwvSAnnR3DCXBLIFKOz2OH4zGxceR92aOIadaikwhwWGwP3N+m8lrX4+isrSKKW0+YsGYbynJr1XiSiurGfrpT3R7bRm7vz1BE8/+uIe1q7teVU422qpat00zMzP6942gxsCAPYKS6RebkhSlxtbThOR0c/zcBCK6fItguhCUPUHZG8Hk/efeX4nkmdOLP5IBIQ3RV6i5o6wNSjd3hGbmDpxc8Do/TR+Ek4Mxpsml1M/UYqpQolGLpEepKNuTiduwENp+HMy5kiLswoJ4fU4Ivm/FsGB+b+Z92pcZ07ozeWJHRg9rRe+XQzDQf+b6STp06NChQ8ffik5peIEk37hDzNlbdB3d/pFuHcFtAlh2aS6OnnbMGrCQt1rPIObszRcg6X8fv/322wPHP//88wuS5K8nKSmpzuVIhpxP137AV98urCu6VlZWxrhx4zhw4ACZmZkAGBgYIK9wolmTTpzMyEdaoaamREV6kIqvok7z1anTAFQKMj4+exRrfUOWt++NQnrPQ/Fy/k5WJ69nTcovHEyfjYDAB4G96e7egEofKVX5lVyPSsXf1ZYa29piZk52GrKqKun1RldWXF9I/7d7cPDHY4zye5OdKw8zdt4m0i5nYnw1G0m1Gr123hg3eRn3DkOQyOR115bJZPQfMAD3Vo58NiaFg8N+oau+DVIRDO1rUGukfDgkHKncHkH/ZSSmM5GYzUUQ/vkKxkq5jD4NnIlVWiFqRUzt5ERevU1JQTl71pxGtTWRUGc1lo5SBAmU35ZzZ/ctSro5MOe7Nxnn+S4trTryW85udqSvx83ACxcDj398HTp06NChQ8fzoFMaXiD7Vx1BJpfScXjrx/axcbHmm3OzmfzdWDJvZ/Nmiw/5pO980m5l/IOS/vfxR6Xh4MGD5OfnvyBp/lrutzJY69sR2MIXjUbDJ598UqdcHjhwgOHDh9f1szPxRiPY8+3m8+il1qDMFWnV2pvIt6cS/8pUApQ2SPTVvBoWwIbOA9jT4xUslfcCh28Un+Gn1A0YSbVYyRXszYlkZ+o0BEQ+DOpDw64uiALMXvkrAJMGdia1SoZEAlcunwNA31DJq/OG8e3ledi62/LN2OVkLz2GvLQKSWImUhdzCh01tPaR0q2DD2PGjMbR0RFDQ0O6d43gdo0bu84KbDiRQ6lmDDEXc/EPciIqVcNLbdLwcwr+B3b/2XijZU/Ucigpq0YiFZAJ5YzoMI/j2y/h11EPU1spgqAi5dd8ojZeo+glBzq9/xKW+oZIBSl9nUbSx/EVQKCd7bO5V+nQoUPHP0lISIjv0/oMGDDA9fLly0qA6dOn2z3veAMDgxCA5ORkeZcuXer9WVnvMmXKFIePPvrI9kl9du/ebRweHv74QLjnICIiwu2HH34wf3pPyM3NlXbs2NHD29vbPygoyO/ixYv/usqcOqXhBVFTreLQuhM07xWGmbXpE/tKZVJeGtuRNbcWM3xmfy4fjGR0wFssfm0lhdlFdf3KisqJOXuTfauO8N3UH3m/2+d8N/XHv3kl/zzp6enExcU90KZWq9myZcsLkuiv5X6lIbCJP19//TVffvklMTExhIWF1Z3Ly7uXwtvUNBC1uRKVvkCFk4TAMV58Oq0nAJlFpdzMzkfPsoohXk1o7uCKqeLeb1V8aTSrkr7BQFLDRI/pTPX9FnuFCb8V3GFj0ngQa1jy0jDUTgoKfsvi9XeW4Sw3JsneBK0WNKr8OosHgKWHLQXdA6hu7I6srBK7ojv497Sn0VAHOokVWOUVYl2lxd7elinv92fs8DfRlDvSoFcy1kaZfHWwBYM/qqCySkVcRQEOtrkMbvffozAAmBvo09yrkhRq99HMHmQNjfDuqY+pkUB1WQ0XFyehh5Lgr14mP8KJV4Pu3TtBEGhj04V5wasJNtOlU9WhQ8d/H1evXo17Wp9NmzalhIaGVgEsXrzY/v5zzzL+Lm5ubqr9+/cnPr+U/x4+/PBD+/r161fcunUrZu3atUmTJk36x4py/TEb459FpzS8IM78eoGS/FK6/p43/sLxOPb+coGC3McH9Oob6TPso378GP8NL4/ryN4Vh3nF6w3e6fAJA53G0ttiBG+2+JCFr37Hrm8PkBKTxtZFu7l+6uHgVFEU/7UxEkePHq37LJXeS0X5v+CipNFoHrCi2DpZU1xcjFwux9nZmWnT3sXSyuaBMUqFIQdPL6XX0DBKTKEwQOStdq3rfPd336h1afNyNsHV8MEKzollN/nu9hyUQhWvuA7G3jAUfZkhb/kuwV3flnPFZay9PQqtWMKUL/pRWk9Jwp47DOs4F49cfZLLZAgCbP91NwDF5VVM+HoruenZ+ISa0nyaP969nbD0M0EuF6gQJcQaSdE2SKLV0Gv07zGe2GNazJpXER54iUEDd/DFaCnyUi0aQwmlGhV9up7CyaTb37ntf4p32kSQYlprrbF0UeDlXIWpRKQit4pL29NJ6e9Mwvve7DUvoKurNy7GZg/NIZfoYhZ06NDx38ldK8Du3buNw8LCfLp06VLP3d09oEePHu5arRaAsLAwnxMnThhMnDjRsbq6WuLr6+vfo0cP9/vHFxcXS5o1a+bt7+/v5+3t7f/TTz+Z/fFaN2/e1PPy8gqAWuuFr6+vv6+vr7+5uXnw1KlT7QFmzJhhGxgY6Oft7e3/1ltvOdwd++6779q5ubkFhoaG+sTHxz+Xz2pJSYmkX79+bkFBQX5+fn51st28eVMvNDTUx9/f38/f39/v0KFDhlBbU2j48OEubm5ugc2bN/fOy8t75iykN2/eVHbs2LEUICQkpCotLU3vzp07D4z/6quvLEeNGlWXMm/BggVWo0ePdgZYtmyZRVBQkJ+vr6//4MGDXe8qAkOGDHEJDAz08/T0DLh/XxwdHYMmTJjg6O/v77d69epnsoY8DV3K1RfEvlVHsHW1pmGHIHIyivj8zfXUVKtZMvNX/EJcaNExgOYdArBzsnhorAaBBt2bUKM04Mzm09y4mIjcSB8zT2f0TAxQmhiiZ6yPIEJ+djHTe36JZQMfVDUaVDUqaqrV1FSr8Q9xZc6aMcj1/l1fg/sfqh007qQLiWhFLSdOnCAtLQ0nJ6cXKN2fo7KykkuXLnHq1KkHrCj9+/enadOmWFpakpdfxpxF+3B06EZ+3pq6PgMH9sPC3Ji1hy8jGkF4gAeeZrWF00RRZEd0DFJjFV3cQh+4ZnJ5PN/enoWeUElv+1C8ze5Vd9aT6PG69wK+vz2Da2XJ1CSMYmj9r9k8IJBr0UlYxOeTtuU2ormAS3sFuTkZXLkWxfe7TmFTVYCPnaZurjwkSFwtyIqC9NvlNJgYSecgaGS7hiXzd4MInV/yJFz/MJFqR3ZfOItGFcKCT3uRpP0IN7t66MsesHr/V+Bj44+9yzpKY2QYG8owAEpzqlDYJPLa3hnElxYSV5iDVCrljeDmL1pcHTp0/EuJyp3hXFoTb/D0ns+OsZ5XRX3rz+48a//Y2Fj9a9euJbq5ualCQ0N9Dx06ZNS5c+eyu+eXLVuWvmbNGpu4uLiYP441MDDQ7tmzJ8HCwkKbmZkpa9Kkie/gwYOLHleHatOmTSkAt27d0uvSpYvXuHHj8rdt22aSkJCgjIqKihVFkQ4dOnju27fPyMjISLt9+3aL6OjoGJVKRYMGDfxDQkIqAObNm2cNMG3atNzHrev999+3Dw8PL9m8eXNyXl6etFGjRn49evQocXBwUJ88efKWgYGBGB0drRg0aFC969evx65bt84sISFBkZCQcD0tLU0eFBQUMGLEiHyA0aNHO58+fdr4j9fo06dPwRdffJEVGBhYuXnzZvMuXbqUHT161CAzM1ORnJys5+zsXGcGGDlyZGFgYKB9dXV1mkKhEH/66Ser5cuXp1y5ckW5ZcsWi0uXLsUpFApx6NChLt99953l66+/nr9w4cJ0W1tbjVqtpnnz5j7nz5/Xb9KkSSWApaWlOiYm5uE3x3+Sf9fT4v8ImYnZXDkczSufDEAikbB6wT4APl85ithrqZw5coMVc/eyYu5ePPwcaN7BH0MTfWKvphB7NZWczCL09MHcXo5vHzcMjQyQ1ZghaqRoNVo0Gi1arYhGrUHdyIek09exs9THwdcJPYUMPYWcqooadv98jt0bztF7RMsXvCPPjiiKHDlypO7YFmeqpOXkqjMRRZFNmzY9UIX4r0Kr1ZKVlcXBDUfpMawbFrZ/idJOTU0Nhw8f5urVq6jVapKSkuosQC4OrnTv3h1RFDl8LIZFX+5Fm12KQ40dFXaNSci6iEQiYcyrYzgRncidnCLKPdRMuC+F6s3sPJLzi1C6VtHOLrCuPaX8NssSPkdGBR0tTQi1fvch2WQSGeM8Z7Em6QuiimNYfXsi41u9zytJqZj08yA79zaKbRIybqhwCZaza8d27AH0QK2GLDO4Xq2PmbmUXr7R7Murh30c2KY7URgYwusfzebONgnmzWvoVe8QSuwJNNrEZ8d+wDPoDuXmEzHRZOFg+PFfstd/B6+GmbM2roYgNOSXqNHrmchHbT9HofeXuMvq0KFDx38FQUFB5R4eHiqAgICAitu3bz+zmVSr1QqTJ092OnfunJFEIiEnJ0cvLS1N5uLi8lifmYqKCiEiIsJj4cKFqd7e3jXz58+3OXHihIm/v7//7+clcXFxytLSUkm3bt2KjI2NtQCdOnUqujvHk5SFuxw7dszkwIEDZosXL7YDqK6uFhISEvRcXV1Vo0ePdo2JidGXSCSkpKQoAI4fP27cv3//AplMhpubm6pZs2Z17iGrVq16ohL26aefZo4dO9bldytKpa+vb4VUKn3A5cPU1FTbokWL0k2bNpkGBQVVqVQqISwsrPKLL76wvn79ukFwcLAfQFVVlcTGxkYN8OOPP1qsWbPGSq1WC7m5ufLIyEjlXaVh+PDhhU/bg+dBpzT8g0RG38HJ0Zz9q39DIhHoPDKc65eTOb43isET29GwhRcNW3gx5LX2ZN4p4MzhGxzfF8W6JYcxMBGwq2eAZzMDfAzMUKmrfp+1AhUVaBWFNGzYkJYtW2JiYlJ3TVWNilG+b1JyO43ZG1+vqzAtiiKZd/JZv+wI4T0aYGZh9AJ25PlJTEwkNTUVACkyJn02gbkzvySXWp/6n3/++T9SGgoLC9m4cSO3b98mLS2t7i89Pb3OJ9DhcyeSsm+jp/efuZaUlJTw888/k5WVBdSmTL2/3kS7DuEUl1TyycdbuX7sJtIqNabmhgx6szOdIj5m67bNODg40KJFC0bO34SgFAj2daChTZ11kl3X4xAE8HQ0pp6RLaIoklh+kxWJ85BSQUuTElrYf49EkNcqK9UHQZMO8iCQ+SOVGDLS/QN+TvmaC4UXUIuzeSlwNAdjU3mpfQO2WcYj7gSbcjVKQ4HqShmJ6ZDmr0LP2pLCFDUDvM8zO7Yh3l5Z6KcoObbfmOizpyk9ZUSD7vZMm6ZBqd6FYLacXbsSKS+DV4f2pJzrSAQ97Aw7/kf7/Hfyks+rLHRdyNFcE7Repayo76BTGHTo0PGX8jwWgb8LhUJR93ArlUpRq9XPnLt6+fLlFvn5+bLo6OhYhUIhOjo6BlVWVj7RPX7YsGGu3bt3L+zVq1cp1D6zTJ48OfOdd97Ju7/fp59+avPoGZ4NURTZsmVLQnBwcPX97VOmTHGwsbFRbd26NUmr1aKvrx/6uDnu8jRLg4WFhXbLli3JUPsi0tnZOcjX17f6j/3Hjh2b9/nnn9t5e3tXDR06NO93OYV+/frlL1269IHCXXFxcXpLliyxvXz5cqy1tbUmIiLCraqqqm5v7ypTfxW6mIZ/CI1Gy6z5uxk08nu2LTtASMdgLB3M+X72bixtTYgY2aruobSsrIzi8hyqjPKR+pYQ2k9J/a4KbHw0aPVKUamrUCgUeHh4gKMrorklGo2GixcvsnjxYnbv3k1RUREAcj05w2cOIOFqEie3nq+TRxAEXn33JSorali3+PCL2JI/xf2uSfaGTgx5P4JXJ45C+P2rfPnyZeLj4wHISH3+bEr9+vVj4sSJLFiwgE2bNnH69GlSUlIeCCLKKErj60+W/kfryMjIYMWKFWRlZWFhYcG4ceMYMmTIA65JSfEaBobPJnb/DQykEka93ZUfj0yj1/AWVKLFvnEzPENCiUrMJPJ2BmU2aiYG37MyaEWRXddjkZnUEGBtzLrkpXx0fSKL4z9BIlYRZpRMC4eFKKSWiOoExMLhiEVvIJbOQSwYgpgTijavO5R8yCBrO1qYB5BcbYSZ6y4AxCxTGts7kh2kx8UYJRkJJlzdUUZBbAUtfXzIvqPBzyGfr1IbYmVUirdTFn6ty5EmVFN6yoghI28x671kTNUrQdmNalryy/aLhIW60zSoA60cf6WFw2b0pGb/0V7/nUil5rwcnEa2VEKHwDi8bT570SLp0KFDxwtBJpOJ1dXVDykTxcXFUisrK5VCoRB37dplnJGR8cQ3brNnz7YuKyuTfvHFF1l327p27Vqybt06q+LiYglAUlKSPD09XdauXbuyvXv3mpWVlQmFhYWSQ4cOmT2PzOHh4SULFiywvRujcfr0af27Mtvb26ukUinLli2zvFsXqk2bNqVbtmyxUKvVpKSkyM+dO1enJKxatepOXFxczB//7q4jLy9PWlVVJQAsWrTIKiwsrNTCwuKhh/p27dqVZ2Zm6m3fvt1y9OjRBQBdunQp2b17t3l6eroMIDs7W3rr1i29wsJCqb6+vtbCwkJz584d2bFjx56cWec/RGdp+BOIovjIugpPQiqVsGj2QL58/2diisqJLKlm1gebuXX9Du4t1Dg42aGnp8ewYcMesBSY/R7nW6mVIDc0o0d4U1xcXLC2tubrY2fZcPoCAAu6vkxVahI3btzg8uXLXL16leDgYJo3b0744BZsmvcrP360kZa9w5DKaid19bTl5UFN2L3hHC8Pboq793+f3/gfud81qetLXZBIJIz94hXmr5xLWmUyUGtteKn9QD4c8wOzVowkpLknJSUlFBUVUVxcTFFREaWlpUgkEmQyWd1fVVXVA/P/EQEJIrX/f3+3aDkT3hmLkZnhc68hNjaWbdu2oVarcXV1ZcCAAWRllTH/850cOnBPKdJkKTG0k9NhQBN6jW5FdG4O84+f5lzyHeJzaxUihUyKj2COIANXL3NCbM1JKrtFXk02xxJjyC6tQL9eFRlVJ9AI+rgaOGAqAYX2DKE2MzHV80RbugDKV4Ogj2DyKSjag+o6oioaVFFQdRjELUQoQDT05Ew5BHgVsiMqlu+G9GRkwhZqRIG4fBUSN0MsijVEfhSNcYgBV22McbAoZFx9kXDDeSyYuwNpZRr67qYMGOOHULMPBEME4w/YtSuSwqIKhg1sBoCe1BQ96d/6+/eXMCGoCw7m39HTYSCC5N9hsdOhQ4eOv5ohQ4bk+vn5+QcGBlbs3Lkz6W77mDFjCrp27erp7e3tX79+/Qp3d/eqJ82zZMkSO7lcLvr6+voDjBo1KnfatGm5N27cUDZu3NgXauMk1q9fn9SyZcuK3r17FwQGBgZYWlqq6tevX353nmeJaZgzZ07GXZchrVYrODs7Vx89ejRh8uTJORERER4bN260bNeuXbG+vr4WYNiwYUVHjhwx8fT0DHRwcKgOCQkpe9zcf+TatWvKMWPGuAN4e3tXrl+/PvlxfXv16lUYFRVlYG1trQEIDQ2t+vDDD9Pbt2/vrdVqkcvl4uLFi1Pbt29fHhgYWOHh4RFob29fExoa+szy/BmEf2sGncfRqFEj8dKlS3/b/FqtlvXr1xMUFERwcPBzKw8f9ZrLjTM3cR/ZkbNbfyM2Zx+FpfesTYaGhox5dSxqfQtMLKzo16kFnu5urP0titUHLrB5xnDq2Vuy9doN3t91kL4NArmalkGNRsOe8cMpKSzk5MmTXL9+vc433tTUFH3BkJM/XqDv+F70fLVbndwlheWM7roATz8Hvlg9+rnX808iiiK2trbk5tb+/3/h/AUah9Wmq5w5ZRafLJoBgK+vL8N7vk1uSQqm1goEqeaZMkXFx8ezfv16AMzNzWnbti2Ojo54eHhQeKuMc4cvcTC+tvK0QqJk8pAPaD2oOXK5SHVVJZWVlVhbW+Pl5YWDg8NDeymKIqdPn65TTBo0aECr5uGMH7CMksxiKmoKOJn4PQAG+kZERd5i1t4TpJQUk6EtR5SAUiajkYsjwc7WxKhvEHujkpIYqDEV8WxzBze7uhczxF2vR0qqJS5hRXwQoEWtOku1NhsBGfVMR+BtEIxY+hlo0kDZC8H4XQSp5SP3Hc0dqDmHtvhTNpTYcbbYjlNHQwh1ciXdoISqnQUIuVo+n9WLzIoKvvl4O4ZpNWg9tQz/uJx2tp8w49UfyM0qpufYtvy4+zIfvvMSHdp6glhJjdqIQaOW4+xkwddzBj3X9+JFI4pqqD4CivYIgu49jA4dOp4PQRAui6LY6P62yMjI5ODg4LzHjdHxv014eLjn5MmTs3v27Pn4lJp/E5GRkVbBwcFujzqn+xfuOYmJiSExMZHExERiYmLo3r07xsYPubA9kryMAs7vuUKft7qx9+puziVuRCs+aJkqLy9n+er1jJuygFbBwRQVy4mOyaZHE382HL3Kqv0XeLltAB/tOUyLei7M7NaOS6npjPhpK6vPXmZCqyb06dOHNm3acPLkSW7evElxcTHFFOPV04nIzEskLrqJm5sbnl7e1A8KZOjrHfju812c+y2WZu39/45t+0u4ceNGncJgbGBMaKN7LobvfPYWsxd/Ro2mhri4OFLaXMTe3h5QI4pgbGyMqakpZmZmmJqaYmJigiiKqNXqur+7bk0AwcHBNGzYEI1GQ3FxMRJbaDoomDMLj1BWVka1toocWSIXL2j+KCbHjx/HwMAALy8vvLy88PDwQC6Xs3v3bq5duwZAhw4dCPQLZvLg7yjJLMajkRt6xnJOfls7R7MWzXl7wwGSswoRADM9KZ2beNOhtSGx1efZcec4uTWGaCqMQFCi0YfkSFdamjSja4AnEm0uww5dR2ZWTaBpLJU1iVjrt8DO8C2sFb7IyhYhFi0DqQeCxU8IemEPreMugiCAzAVkLkik9vRlPGpqSPe04kyMhPahbhytn8/Spj3x8rRn3JKV1ISb4KtKRfhVyfbXrNmj9x0qlYbZP4zBN9iFE9EprP/lPO3b+CORKNh78Cr5BeV8+PbL//H35J9GEGSg7PyixdChQ4cOHf9y7mZw8vPzq3gRCsPT0CkNz0lAQAAajYZ9+/YRHx/PsmXL6Nq1K0FBQU99S39wzTEK1bnM/eVTklLu1TCRSqXU825OQtwZRFFDVUkOaxZ/zOUzo5FIa2+Ru6sVEe2CWH/0KvszbuNuac7XES8jl0pp5u5CZz8vvjt1gZ71/XAwNcHQ1JRtBioyvSxZ1qgj+RmZRF6M4k7aHUopJTo6mujoaIqKinhpQDP2bDzPinl7CG3ljd4TUrAW55WQm5aPZwP3v2ZDn4P7XYfad+zA/enaDA0NaRsezsHDBwCIioom0KMZh3+5ybhpveja7/EPxXeZO3du3edXX32VAQMGEH3lJmvnb6a0MBcjd3O8PHy4GnkZgMhz0RhXWOHWLIDSci3xibm4OeljaVaraERGRhIZGYkgCBgbG1NSUoJcLqd379442Lnw/qhVZN8pQOlpxdc/jKF7eM+666dUKzHNLUJqJ+eDXvXZcPgqu07Gsu+CGkOvcspcjOjlGMz2O+lUW2nxbGiIQa4pK39LJzIpGm/7KMqq22LgUk1vlwE0s+mGlBrE8u8h/z1AQDCaCoYjEYRnD+gWFK1Qmn9DF+3rqP0ukZJkx4Vb8VSawm3jYt5auwe1SiCofhKj61/Dd+hyln54goLcUuaseRUXj9qYtSH9mzDryz2cvZBAWGg9ft58nkA/R0KC/7FaNzp06NChQ8d/FVZWVprk5OTrL1qOx6ELhH5OBEEgODiYiRMn4unpSVVVFdu3b2fTpk2UlT3elay8tIJPZ3/CRY4+oDAEBwdz9do1Gg8bR4sBE+raiwsSsTa8yuqlI3hzQgeSUvKwkSkREZGUaFk+sBfGyns1TKZ3bA3AnEMnUGk1vHF8JyfSk0guLeLjmLOEhjVm3Btjqb4sI2pNKokptXENR387wvUb0Yyb/hKZqQXsXHfmsWtIT8jk9bDpvNHkPQqy/tIsXs/E3l176z536nwvo05lZSXbt2/Hyuaea03k5WjGThqMlaUFx3ZHPnVujUbD+fP3AsWpMGX6KyuZPvRHorfFUBQP1+KV1Pe990Y5Iz+NG5sSsSzU56P3R9KubXNOXKikd8RQJkyYQIcOHXBzc0MQBEpKSjA2NmbkyJHY2zgzfcRK7iTmUmltSK+BTZHJpFy8crFubhOHepRZiPjUL+KY9lvcO0Qy+BU9TG0VFF83RXbEluRjAloNCI4COdJUNPXO07H+Fa6kmLH+TFvkcgFnW0Na2HRDWrEOMbcDlK8CZVcE630IRuOeS2G4i6Bsh53lIpoYFdA5+DKlpXL0quDzs8eoLAAH2zxGBx2nqd1CPDwCWLBhPKsOvF2nMACEt/bD3s6UdRvPcfC3G2TnljB8ULP/avc4HTp06NCh4/8zOqXhT2JiYsLgwYPp0aMHCoWCmzdvsmzZMq5fv45Wq6W4uJiUlBSuXbvGsWPHGNJvCDfLourG6+npMW/ePC5fvkxQYCCLX+vFkbWLmDNnTl2f7du3sHrl1/R6KQR3NytW/3warQFQpkXQPOij72BqwriWYRyIjWfUrq0cSk3g06YdmNOiC2cyU/n43GFEUcSqhR8lKSXYlBtSXmMNwM6dOzG00hLWxocN3/5GYd7DFrGk66lMaf0RZUUVqFUaDq098cx7VZhXyqmD1zmw5eKfrkKtVqs5cfLeNdu1awdQt+9RUVF4e3tjbFwbRF5RU8qZs6cJ7x5C1IVEcjKKnjh/TEwMJSUlACjlRqydf5L83BKaNXYGjRaLVn5YOpozf/HbyKVKALJysvDt6sbPs7eREpvGS129kMulbPn1MjY2NrRo0YJXXnmFd955h8GDBzNu3DiUciPefWUFman5hPYIRjBW8HKX+sRcvkl+RQ5Qq5j6tg3BwFiKmVMsEU6v8EngMkr0rSkOyWLAMB+a+bpxOT6NGjMtHXzi6O90kaxqJckmnnw1sAuBDjbIrCtoby2FvE6IZQtArxGC5U4kZvMQpI5/6j7cRVB2xs9yFp09Y3CwKEBWIkFRLCCXaBnd7DABlu9hqR9Wtx6p9MGfGplUwuC+TYi9lcmylUfx8bIjLPSft17p0KFDhw4dOp4NndLwHyAIAiEhIUyYMIF69epRWVnJ1q1b+ezTz/jqq69Ys2YNO3bs4Pjx41yNvVI3zsnWg6ioaN555x2k0to3/pYmhujJZUybNo1x48bV9f3iiy/4fsX3iPWUaMrURPj4IpFI+OHAxYfkGdW0IYb6cs7FpDHCxoNDXyxi9Zvv0iqvhvWxV/lgzW72XkzGOtCF+IPX6Ny5KUlpsrt5inn5lQbUVKtY+/WhB+aNuxDP1LYfI0gEvjr1GYEtfdm/+sgjFQBRFMlKK+Dwr1f4esY2xnRdwOBWXzBr0k8smraRA1selvtZOHboOFU1tQkXrK2tuXr1KgsXLmTjxo2UlZXh7OzM66+/Tnire5aA2e/Po12PEACO7r72xPnPnj1b99lM35HPvh/J93veIvHCTdyC3YjLLaNPj1CsbMxp3PBeMTylj4C+kZIFr37F5eJuNGmhZf+RGxQVV9zro1Ti5eVFdbmGd19ZQXZGIR9+M4SLNzNo1cwLU1MDprxxzzXKw8eXS7n5uLln4G/uT3PLjsy+vpP9mdcY79mRYfVb0rGzDdatcqnxrOJldy2veM7k+yavoRblzEnaQqNGueg5lhGu/wtInRAsNiAx/w5B7vOn9v9RyA37EGIxnt4Nz6JRSaFSRqfAq9S3bYurydODmTt3CMTSwpCy8mqGD9RZGXTo0KFDh47/ZnQxDX8BpqamDB06lMuXL7N7114EiUhNpUh1uUhNBVTmlJB2J62u/5KvVuLj4/3IuQRBYMmSJdy5c4e9e2vdcV6b+Br2g0fS2C6E2HN36B7uz86zMYzp2gRb83tB2N9EnaVQWU750fPM+exDqisra0/s3YuJnT1bbVrSrH1n3v+8L681epeVy5bg4N6BnIJUbCyq2bhlHaLNHT6c9z1zV77BL5s3YaQy46OeczGzMWXuoRnYu9vSdXR7vhy5lOun4ghq5Vd3/cunbvH1R9vIzSwGwMhUn4CGbnTp25iUizfZ//1BFg3/mtTL3eg1sRM2LrWWjoKCAm7duoVarUar1T7wl1tRRmTmHa78srvuOvb29ty8eRMAfX19WrduTVhYGBKJBCvlvX09du43CjJy8G/oypGdV+n/apvHPpjerzQ0adKExq19OLPzIhkJWQQMbYt+WQ3dOgWx9bcNdO/fhjMXa2tb7D2whwVffs3CMd+jXe1AUOc9nDrWjR17rvHK4OZ1c+ZlFzN9xEryc0r4bPlI7hSWUVpWRfduwUz4egu3Ll+u6ytzdEZfKeDgmkaI8TSG/PYDUfmZWMucWXQ+ik9r7ipeZkwMrkdH1w9qrUiya6wKrGBqTDHbM6ux1ash0OFzBGW7v+2B3Nz0Dbp63OTkrSRyis3oVb+UAOvPnul6Cj0ZE0a35eyFRJo30RVE06FDhw4dOv6b0SkNfxGCINCoUSNCQkJQq9XkZZYSfyOdE9vOsXP3cbS/5/e3MLGlx4A2T5xLJpOxadMm2rRpw5UrV9BqNeRs/glFbzXx6Ra8/HIwolZk7aFLvNM/HIDvos+zaN8OhE37yL0e+9CcJVmZlGRtJvHOQc5VtsIq3Jy8X0rJNdlCiiSXSoNU0tNT6/qXZcGU19/G6mY9HDxsmXNwBlYOFgC06tuUpW+uZt+qI3VKQ3lZFQvf34KBkZLXZvQgoJE7rp42SCQSKkorGfLOauo1cCM5IYfN835ly5c7aNApAM9OjmSXZXK3sMqj0AduJyfUHYeHh9OzZ0+cnJywtLSse0CtKK8mNwHMTCwpKsmnRqxmRKvx9Bk+iBuXs0mIycArwBFRdROxfBmC4esIci/gQaVh9MSBAGxdtBsrJ0uiCyro8XII12//yOebq9Cq5EilMjQaNbGxsQgBZzEKEYldaEBGuR12JPLL0hKcpSL6BgpqqtWsmLeHsgo1n/3wKoGN3PjmzbW4u1oRmZtF1PFYSmpy6q5fZGqJoU0xt4u9GbpvP1oRFFJ9bIxMaGZrgJ50F3YGOfSo9zlOBraIZd8hVm4HTRL2gj7fB3ZmwR0ngi1Dkeg3eeJ37a/A0/pr3mrXi1JVAU2ddiB9jjiJjuEBdAwP+Bul06FDhw4df4aQkBDfq1evxj2pz4ABA1ynTZuWHRoaWjV9+nS7OXPmZD3PeAMDg5CKioqrycnJ8vHjxzvv378/8Un9n8aUKVMcjIyMNJ9++mn24/rs3r3beMGCBbZHjx5NeFyfZyUiIsLt5ZdfLh45cuRTAz2vXr2qHDlypFtMTIzB9OnT0++XccuWLSZvv/22i1arZejQoXn3F7b7b0KnNPzFSKVSpFIpjm4KrO1N+eGtlYhWNfB7tuUefbo901tYIyMjdu/eTdOmTUlNTUVVXcWmjWsAePPmDpp378XmoypGdg5jb2oM0z+aQemeo2hV9yoXWzq70LFDOzav+xmNurZSubqwmJvf7eaOqTEyVxNKkjMAER7xdb8ceZExoS2Yt/9jTK3uFZzTN1QSPrAlh9cdZ+JXIzEyM2Td4kMU5pXx0dJh+AQ5PzDPnu8PU1ZUzuzvPiDhdj5LP9pC4w5WYF5JZkk6oigiK1dgbWeNlYMl5ramSKVSTmQkcz47Dc9EkZSklLr5pkyZgovLw1l2zh+NRVWjoUf3XqxdvwqAKpsSflt9GImpMft/OY/ne+aIxVNALK8tXma5hYJCsc5yIZXI6NC5Lbcu3ybqeAzBA1qSWVJNry4Cb29LRqawwrV5BhnHvclNiAHgnVkHoHVXrONuUPp10e/S5DP77M2HZJze5kOs3WxILaqkYStfVi/agzIpkxIK6voYurtg6VBMbqEjoOHNxg2YHNCRKk0W5zJHotIWE2Y2GBPVV4i5Z2rvn7wxguFYUHbGRGLEJ1aP+lb9PQiClKZO2xBFNVKJ/j93YR06dOjQ8bfxtAd+gE2bNtX947x48WL7+5WGZxl/Fzc3N9V/qjD8t2NjY6P++uuvU7ds2WJ+f7tareatt95yOXDgwK169eqpgoOD/SIiIopCQ0OfWATvr0ClUiGXy5+5/wuJaRAEwUIQhEOCIMT//l/zR/RpIAjCWUEQbgiCECUIwoAXIet/wrZFu8lIyELP9Z6S0K5d+DOPt7e3Z//+/Xh7P+jKlJdzm52rFnBl9QzCe0UwplsPin89VKcwyOVyOg0ficWw17hT5U1Yp+mEDu+FqdW9ba4oLqUkOR24F5cgQYKHi2ddRWotWlqMb/SAwnCXrmPaU11Zw9GfT5EQk8Gu9WfpNiDsIYWhplrF1kW7aNAuEJ/GnrgFGRE2wAypXTVShQRrcxv0My24svomW945wHdDNrCo52rWv7+PHWsuIt9SzqllR9GItfUQDO1tsbJ/dOXqE/uisLQ14bVJY+vaUkoSGDqzL9qSUvZ8uZX4U2+B1A3BbBlochELX+Ps2ZN1/YODg9HX12fbV3vQN1ISV62hRRMndhQsI/G2DU2CzRjQtgEhr9yrVJx4LhVZlQGyST5kvNkQ8Yv6GEU4Y9EnmC6TeyJ1caTDux2YtHw0PSZ2oRIBaUk5kVvOYLA/DnXcHVTUACA1MMSvSRWtLIPIK9PwfqNw3grsRKU6hXMZA1CpM2ksL8Gk8hvQpILhRASrw0gs1yMYRLywisQSQa5TGHTo0KHjfwgDA4MQqH0zHxYW5tOlS5d67u7uAT169HC/6x0QFhbmc+LECYOJEyc6VldXS3x9ff179Ojhfv/44uJiSbNmzbz9/f39vL29/X/66SezP17r5s2bel5eXgFQa73w9fX19/X19Tc3Nw+eOnWqPcCMGTNsAwMD/by9vf3feusth7tj3333XTs3N7fA0NBQn/j4eMUf534SJSUlkn79+rkFBQX5+fn51cl28+ZNvdDQUB9/f38/f39/v0OHDhlCbYHf4cOHu7i5uQU2b97cOy8v75lfvjs6OqrbtGlTIZfLHwgIPXbsmKGrq2u1v79/jVKpFPv06VOwZcuWB/boxo0bCn9//zp/8Ojo6LrjkydPGjRu3NgnICDAr2XLll4pKSlygAULFlgFBgb6+fj4+Hfu3NmjtLRUArXWkcGDB7vUr1/fd8KECU7Ps18vytIwHTgiiuIcQRCm/3787h/6VADDRVGMFwTBAbgsCMIBURSL/mFZ/xS5afms/3wrTbs35Kvf9te1t27d+rnm8fPzIyYmhkOHDrFixQp27tyJWl2rHGhqqrh+7MAD/cPCwli1ahXGFvYMnfIDQilUBpohs+5EQEAHCi6fI+nIfqrzfzd9CGAbYkeAYydE0Yu5b/dg0jvjOXex1l3nm4U/MHTUgAdqIgB4h9ajXrAre1cd4cix25iYG/LK5IcLXB1ed4L8jEJGfz2Q1atXk5aWhkQOVaUiQoUV4z4ci1QqRfxOJD0+k7gLCVw/d5Pd+89hfq6UMjGbAjGzbj6JtxvjfvuVlR36oCeRklSeg4WeMbIqgUsnb9F9cFMaN26Mp6cnCQkJlJaWYhIk5ZVPnfhxZiaTu3vz5rLRdB7ZAUznIhZP5vDue1aMVq1bkpiQwbFNZwjs1pCLVWoMGh3hxA1nRK2EUjNTfrhSQZZlD5BcAK2Girw0SpX5UGKJXAZ3qpU0b15Byq9w+MYNzF/WkNH/GFqlI4N6v8mW+FxCh7TiYFIiMrMCGhZVcnbVQQAMXV3wdKthx61y/M3NeKVeHhUFr3Oh5BgqUaSR0hhTwx4IypdAXl8XPKxDhw4d/+Noi99zRn3L4C+dVOZdITGdfedZu8fGxupfu3Yt0c3NTRUaGup76NAho86dO9flmV+2bFn6mjVrbOLi4mL+ONbAwEC7Z8+eBAsLC21mZqasSZMmvoMHDy7643PFXe5aL27duqXXpUsXr3HjxuVv27bNJCEhQRkVFRUriiIdOnTw3Ldvn5GRkZF2+/btFtHR0TEqlYoGDRr4h4SEVADMmzfPGmDatGm5j1vX+++/bx8eHl6yefPm5LuF1Xr06FHi4OCgPnny5C0DAwMxOjpaMWjQoHrXr1+PXbdunVlCQoIiISHhelpamjwoKChgxIgR+QCjR492Pn369EPVfvv06VPwJHejO3fu6Dk6OtbcPXZycqo5f/78A28AAwICqo2NjTVnzpzRb968eeXy5cuthgwZkl9dXS1MmjTJZc+ePQkODg7qFStWmL/99tuOmzdvTh4yZEjh1KlT8wAmTZrksHjxYqsPPvggByAzM1PvypUrcTLZ86kBL0pp6Am0/f3zj8Ax/qA0iKJ4677PGYIg5ADWQNE/IuF/yPfT1qFRa2kxqiGzdtb+f+Xs7Iyrq+tzzyWVSunSpQtdunQhKyuLWV8sYtWqVVRV5Nf1MTAwYNasWUyaNImYuEwmv7MR/RoJDXr5YOFmQo1aQ7VaQ7VXPap6R3D06GHyc/OxbuuOezB4qcq48pWCSwkFjJs4lnMja5WGW8mR7Fp/lp7DWjwgkyAIdB3dnqWTViPNV/HOV8MwNn3wTbNGo2H7d7toNNaXM9dr3+YbGhrStm1bsm+rWTJzB/t+ucjLg5oiCAJO3g44eTtw2KQY8bIdSn1bXhnflo8XTYHbtXOO7t2X7RnJvHpkKzLjXK4XZwBgdAkUKpHzbjdJjyzAokUAJNS6K2766R1+XKRg+9YeSPPLmD96JZHH42kV0RRL8xHs2f11ncy2Xj4MHjUPI42Ga2oNelYi0YKc4psuCEYCF8rS8ZBZoi5UYujhQXl87dfUuOIYYS/15uJ+CYoikQvFZjjnFSGYQt8pjXAwcWZHxnpm/ryUGpUFN4rzkZgJtOjvS+n397JVOYSYU1aoT15lOd832ICqOI8L1QqqRRmNrd7B3GgggiB97u+QDh06dOjQ8WcJCgoq9/DwUAEEBARU3L59+5mD17RarTB58mSnc+fOGUkkEnJycvTS0tJkLi4u6seNqaioECIiIjwWLlyY6u3tXTN//nybEydOmPj7+/v/fl4SFxenLC0tlXTr1q3I2NhYC9CpU6eiu3M8SVm4y7Fjx0wOHDhgtnjxYjuA6upqISEhQc/V1VU1evRo15iYGH2JREJKSooC4Pjx48b9+/cvkMlkuLm5qZo1a1aXo37VqlXPrIT9GUaMGJG3YsUKq7CwsDs7duwwv3jxYmxUVJQiPj5ev127dt5QawmxtrZWAVy+fFn/o48+ciwtLZWWl5dL27RpU3x3rj59+hQ+r8IAL05psBXFutfHWYDtkzoLghAG6FH36PjQ+bHAWOCRvu7/NJHHb3Bs42mGzuhLbOI9pft5rQyPws7Ojm++noMoDyQ66jLFlTGk5RXx6mtv8vrEgew5GM3X3x7G1saERbMH4ObyaOf2yj7dCFv0HVUValKLCrF3KMI7zJPtu6/w/VeDkEqlaDQaSipz+HbuVhq18sHR7cG5GnVtCMIPmCsE2vUIQasVKSwqx9LCiLKyMn5evQnHl8wQJAIymYxmzZrRokULFAoFYqjI6YM3WDV/HxZO5ly/nc3Q/k3YfzGay5+cxUAiY97a0Th7WTJ48r3YgM7uzVFZpLM7Pgl9/WoaOJehlOqRfU2C2lzKaU0FVVczqfG4l/N/6940At6ZhE9HT64fSKVT94Yc/PYAh9YeRytqSbovnmDfvJMY5WgxCnaiUCulyFxC2hkf9POhxkLEX2VLdHI29WwqqOroTuLvSkPh4RyMJ0QT3NaRqEOW2FwtRSsVqDIxITc5moh2r+Cq9GTk3J+QW9eQXlqGpGkpY2xOMeDUvaJ1vk2NOZxuQ2+3QjB15XSNiBYNYfbLMVeG/MffHx06dOjQ8e/ieSwCfxcKhaLOpUYqlaJWq5/ZzL18+XKL/Px8WXR0dKxCoRAdHR2DKisrn+geP2zYMNfu3bsX9urVqxRq07lPnjw585133sm7v9+nn35q8+gZno3fU84nBAcHV9/fPmXKFAcbGxvV1q1bk7RaLfr6+qFPm+vPWhqcnZ1r0tPT65SwtLS0BywPd3nllVcK586d67Bx48bSoKCgCjs7O01qaqqep6dn5bVr1x6KHxk7dqz7li1bEpo1a1a5ePFiy+PHj9fJZmRk9PjsM0/gb4tpEAThsCAI1x/x1/P+fmJtsv/HVvwSBMEeWAeMFEXxkYsURfF7URQbiaLYyNra+i9dx6OIuxBPdkouGo3moXMatYalk1Zj42LFgHd7ceLEvYJkrVq1+kuuLwgCo4a1RpA7MOOdL3h/1pccvJFNxITvWfDNQRoGu7J80fDHKgyiKHI2JpUert5IVAKlGcbU1AQiaX4FlUrDzn0xNGlyL+tOhTyFhe9vQaN5cPs3rTyBxMSI8sw8qitr+G71MQaMWMb8RWtYvHgxGYW1aWZDQkKYNGkS7dq1Q6FQ1K1h0id90Gi0fPLmT6zfdJZxr67i+ze2IdGTsnD9ePxCXDl16lSdO5a5sR3fzN3Lxbwr2JiVU1mpwKiqBbKcJmhjpRR6KTCXW9CjnjED26RgaF+b7UldpWbtrkSOuSWhqtawuziLgmGNMBnfErdOHmiond9AoY8o08fW3QaJrxFy0xp69E5GKmpBgGBPBwrKKhnaxBhDnxSsW/vWuQelJN7mNdNPWRnxGd45WmQVGvJCTdDqCazYYsOIve9z4dQPVBXKKJMokNhX4eeeg5VoSMwtVe2eSATSTYMx0aukhdMBClRZWOm3pIn9Kp3CoEOHDh06/quRyWRidXX1Q8pEcXGx1MrKSqVQKMRdu3YZZ2RkPNFKMXv2bOuysjLp/Q/aXbt2LVm3bp1VcXGxBCApKUmenp4ua9euXdnevXvNysrKhMLCQsmhQ4fMnkfm8PDwkgULFtjejdE4ffq0/l2Z7e3tVVKplGXLllnefd5r06ZN6ZYtWyzUajUpKSnyc+fO1T2Ir1q16k5cXFzMH/+elgmpTZs25cnJycq4uDi9qqoqYdu2bRYRERFFf+xnYGAgtmnTpnjKlCkuI0aMyAOoX79+VUFBgezw4cOGUGspuXTpkhJqrTEuLi6q6upqYePGjRbPsy+P42+zNIii2OFx5wRByBYEwV4UxczflYKcx/QzAfYAH4iieO5vEvW5EEWRdzt9RkVJJXI9GbZu1th72OFQzxYHDzty7uSRFJ3KR5unoqeUc/LkvSDbv8LScJeGwS4EBzrx85YLLJ0/hMuH40lPK0Buo2TE6JYYGysfKfvZ2BSW7jhNbGrtltu6GJBVVM6ZpBp6BChxCqtm595rtGrdjjNnzgBQLkkhNjKFX9eeJmJkreITfTGJw79eIXxQK458t5dfVxzm2KVomjVQUV5SGyOQH1dC2zZt6dGj+0OyFBSWs2D5YcqM9VDkVRBkakzClTto9KW88VVfvLxrY5wOHT5cN0a/sTOaTA2uh0Scx6Qgq+jJplvxOMeCkRY+Gt0eV+OT/Lj/NtEXG2JlWEo5teMtLucxZbQZP6wrRJpQg9BZSkqKirjoyLr55V6e+L9jiYeLCXvm6eHQJp91CS5YFUtpH+rF3JEvUaXO5pNrb5KaV4+PW0Ywt+WV3++xyJefLqNFo04U3SpADDMDpZwqCy1GqRrO3zEk7oIUpVxEYyggBJUjV1Qw+dekuiJ5pu5W5GgsmRVmSxe3HRjInHUxCzp06NCh41/BkCFDcv38/PwDAwMrdu7cmXS3fcyYMQVdu3b19Pb29q9fv36Fu7v7E7MCLVmyxE4ul4u+vr7+AKNGjcqdNm1a7o0bN5SNGzf2hdo4ifXr1ye1bNmyonfv3gWBgYEBlpaWqvr165ffnedZYhrmzJmTMXbsWBdfX19/rVYrODs7Vx89ejRh8uTJORERER4bN260bNeuXbG+vr4WYNiwYUVHjhwx8fT0DHRwcKgOCQkpe9zcfyQ1NVXWuHFj//LycqkgCOLy5cttY2Njr1tYWGgXLFiQ2qVLF2+NRsPgwYPzGjVq9Mg9Gj58eMH+/fvN+/TpUwKgVCrFjRs33p40aZJLaWmpVKPRCBMmTMhu1KhR1fTp0zPCwsL8LCws1A0bNiwrKyv7j32bhUdV9f27EQThSyD/vkBoC1EUp/2hjx6wD9gliuJXzzp3o0aNxEuXLv2l8t6PKIpcO3qdzNvZZNzOIiMxu/ZzQhYVpbXF1Bp2CGLOgRnExsYSEFCbg97KyoqcnJy/9CHwWnQqb767ET09GYIAQ4Y0Z9OV6xSWVTBjaEe6hd0rvBaZmMGSX09zOT4NB0sTxr7UlI1Hr5GaW0ieqYoaKzV+7vo4Ky9w86tA3NxTWfPNUqA2/evUcbO4ciiPpdvfwN7Zktf7fENlRTXf7ZrM+AZvI3OR49zSFEEAMzMrTq2JofBmIb0XjWbMyDYo9O7ppxcuJ/HFgj2UV9Tw+qvhnN12icgziVTayhANjVGa6GHayprMylIuzv+M6qzauIWeCyZjlaVP+i6R15a156W27bldXMDyNzaQmpiJYaCG23cskcnVtGxqSWGehm8WvgaAIJdx9nosH769GVl8Ca9tkPHVBxB7ZjsZxTcAsO/Wk0kz5Zzd5kFxjBkp3SQ013cm9mwWyydHEFBPYGfqHL6KNybc1psvGozkq6++YsqUKQDYmnrS0KEf7Xo0oO1bjRi7cAtCoQzDNDXuwVkkR9pSbSqlNEiLhVMVYrEecduPkX+0NpjdrH1zIqZPYUX7PjplQYcOHTr+nyAIwmVRFBvd3xYZGZkcHByc97gxOv5/8tFHH9kWFxdLv/7664y/6xqRkZFWwcHBbo8696JiGuYAvwiCMBpIAfoDCILQCBgviuKY39taA5aCIIz4fdwIURSv/fPi3kMQBELaBRHSLuiBdlEUKc4rISspB2cfBwRBeMg16a9+EGwQ5ELTxvVITsnjsxm98fawpXun+kxbuZsPf9hPXGoO3Zr48d2us5yITsTSxIB3B4TTp2UQcpmUBh4ODP5iPRblcgoVIjeyK7D39MU6LI/Esw4YGRtRVlpGWVkZBTW3MTa3YsF7m2nWPoCUhGw+XjYcfQMFPj29UBnVFnoIDw/HUm7L7reO4dMzjF92XOb8lWSmvNYeMxMJew8nsGnbJdxdrVj4xQDquVnzU/ZRcjXGlLor0SsXMY+t4s6avdxJ/Y3q7Ky7G09yuRXKFulYXnVg6xeXsZIXsO/gDaIv1aA2VaIHdOx/nl4duxPoOAK1RsvPP80lLycVUaVmyAefYGnZAIt4SNnVCEXqBQpq7mVmMgqx4mSsCWVR5pR4Coxt6M+VI8mYmKrZUfYBKy9piS+zxUqh4IOgwQiCQO/eveuUhpySJJxam/HGzN4olHJCu1pw5dcS1AYCyZG1aWI1llJUagk5KcYYVpdSdfVeUTkDL3c+adpRpzDo0KFDhw4dOh6gY8eOHikpKYrjx4/fenrvv4cXojSIopgPtH9E+yVgzO+ffwJ++odF+9MIgoCZtSlm1vfy9/9drkn38/mM3giCgFRaG55iYWLAt29GsHDLCX46coWfjlzBSF/B6z1bMCg8BH3FvSIeLjbmvD+4PR/+sB8pAnqmIkcT5TRvUYJhggFGZq6Ulda+hb916xY9I4LZuSyBm1FpNG3nR9NwP06fPlOnMBhXW9C6dWs+7j0PY3ND5q97neibWcz8YgMtWjShoiwHhdIUa5dAqk0b8eb3KvJqqqmsFtBaKGkXIpJ0fRvnrsVQnFb0wDo9mrogNYao8554O5dQfbacD6fGIDcAAZj6UQPw+wxL/YYE2A4HQCaVMHH8KD79dCYAeReuEvh2W+pVGbD753NohCqqKmuDoAWpFFOFPaW/GKE2BFlYKdtSz6FJsUTiV83BXGdM5TLqGVvxtl8ERrJa9y83NzcaNmzIlStXEEUNYS9boVDW7vG4oHAmZP2I5pAZ8go1KgOBSmsRZ3c5zlIjfpr0GZqiEgAkhvpMGzoCR6OHa2Lo0KFDhw4dOv5/c+jQoUcmA/on0VWE/psQRZHjx4/XHf9VQdB/RCZ72EVNLpXy7oBw6rvbk5JTyKDwEEwNH45xAOgW5seFuDvsPHsDMVuO3FPkWqYnIX1uYXLVk6w7tUpDUlISOQVptHzZk8u/pTL+/e6cOHGCo0ePAlB6U8v13yK5PSCZMzsuMnRGX/SN9HG00yPm6ioqympjKKqrikm7dZq0W6cRZHKMXLww9fDHRGHMjz/uo7LgwXghmVxJ0whvHJo0QxVXRn6qnAIMkFuDXm411oamKOuZYlT/J6o0SupbfY4g3IvvHzZsSJ3SUJIWx7XqNBo1D4BrqbgH60NsbT9DC0cMzhojcxZw7pOOrYUe+VEOXBdEvuk1kPoOzhjKHl0zpk+fPly5cgWAA4f2MWbsKABCLeoR5GpPatsySg9IsPMxRdUoiXc9evFW75Fo8muVLUFPTtiHb/Fas3ZPuds6dOjQoUOHDh0vBp3S8DeRnJxMeno6AMbGxgQHB//jMnQN832mfu8OCOdS/B3S8krQ2FaiNtbnRrU9YQNLuRVd2yc1NRW1Wo1NvRpWTX+bq5EXOXnyJKIIlWo7IgaF8tHGuXwSMR+lgYJeb3QlMzOTdu3akZKU9MjrimoVpYkxlCY+VAsGfSM9mvZ1RVvWF7HYjKyDYOtQRtvelwgK8eDnEz6UrIsnN7MYTaABSw/b4mT2MudjryOXSVFIZRgp9Gjv44Grpw8pCTcRtRrkO66zboiCUQMacirx17rrmRq6EtzCjYXT+yKTSlBrtLy0dSUtAmxo5uL5xP3r3bs3H374IQB79uxhw4YNDBo0CEEQGOnRlqnF6xj/dld+zT+Lr2jNjGFvEBNTu2aZTMab3yzk9YFDkD2m0I0OHTp06NChQ8eLRqc0/E3c75rUvHlz/kwRjX8KfYWcReN7MvDzdWhv6dOomxUn09XQyhhjM1NKi4qpqqqisLAQmUzG1u2b6hSi2EQ9Zn/aB1cnCywdzMlMzKb3pG5UqisIDw/n1q1a1ztBIsFn8hgK5QLGN1PJPHeV8qyHs5DJlHrYBLbEuXEzRvaPobV7MNuOKXipRVPc3cz55dxK1uzOICO7ENNgMyTRxRQaKsm/XI8Um3I0ytjaInZqNSIw/8BJVNZekFBb66Hg5nXqRYayvkUSCWvuJeQydK2Hvo0Bst/dvM7GJJNbXM67AwOfun9+fn74+fkRGxtLZWUlQ4YM4ZtvvmHRokW0aBKGp5EdP+QcorKqioz5J7l84ULtnggC69atY+DAgf/R/dOhQ4cOHTp06Pi7+e99kv2Xc38Q9N8Vz/BX4uVoxZiXm7Bi13lunM/GyF1OUr4FQR0sOLOltohgRUVtBrD09HQkEgnRt2Q0bRpKPbfa2hhdx7Rn07wdlLc2J6BpGAUpv9ejESTYjR5KUPs2TKjflJS0QmYfOoGT2XX8iyzYsWsXhQVFdGpryHuTJERXV7N9tyGLNrUiK9yW1we24FjkbT7YcJDbmTU4Wrkw+KVovH1PoCeTkZvjy84DnbmdUUC3MF/e7tcWU0Ml2aVljP96K/EeDcg4uxuAwvx45PFVaGsUVKfdq5czamQfNp2LZ3BiBsH1HPj1zA0sjA1oFeTO0xAEgTVr1tC9e3dycmrdsM6dO0ezZs0YPHgw3SYP5+viDHIXHiT15L0Ur0uXLtUpDDp06NChQ4eOfwU6f4i/iX8iCPqvZnzXZpjb6CNmSPHAlIwiC8zD7j007z9wDH9/f/T09ChXOVJebcCooS3rzlf2dCVmuisfTBr/gMLQ6dW3SFy2il+6DcZEVDDvyElsbAuZ2rsZX0+Sk7xTQuFJSxZ+3pQcYwX1XRqx6YO3GNi2AT8fvUq7d77lgx/2AfD5yK5sn/kqU176igCrN1FK7ekRPIMN7w3l1W5NOHjpFv0+W8tv1xKIScwmNaOQd4f3JKBBbXE0Uashs+IGYlwmWk1tUTUXFxcmDeyKlakhi7aeIL+knJNRibzUxA+59NnSGoeFhREfH8+7776Lnt69ujUbNmxgbJve5H60k9Tj9xSGzz77jAkTJvy5G6VDhw4dOnS8AG7evKnn5eUV8KLlOHPmjP6mTZvqMs+sX7/e9P3337d7kTL9f0CnNPwNZGVl1bnlKBQKGjdu/IIlejYEQWDZ+D6IUoE7F4vRqqHK3Zu7ccWZGYlU1ljQum0EZy/lMWJwC8xMDQAoranmm/O/UfzDBlTp2XcnxLPLMH7+8lOUMhl5ZeVM3rIHA/0a2oSm0l66ECp3gcFgsgzf40ZFFNb6rQix+RJ9PSXTBoTz1cSetA32ZP647mz6cBhdw3yRSSVIBBkeZqNp67wHU4UfcpmUCd2b89N7g7E2NeKd73fzweq9eDpaMahdCKOHD6tbp4H6DpgX1h03a9YMfYWcid2bE5WYyfSVe1FrtfRs/ny/iyYmJsyZM4fY2Fj69u1b115ZWUnKldi648mTJ/PBBx887+3RoUOHDh06/udQqVTPPebSpUsGe/bsqVMahgwZUvy0yss6/nN0SsPfwP1WhiZNmqBQPDrrzn8jPvY2+IdYQw3Y5eiTXeOKY5DN72dFvly0hsXLf8PFyYLeL4fUjVt+4QQJs5dSlJxa2yAIuLYbzPtvTsTCxIAajYYp27ZRWFlKUGgcAyxvITccimB9hBxpU6Ly52GpDKOhzSIkwr20sK2D6jF7dDfaNfBEInl6/QJvJ2t+fHcgr/dsgbmRAR8O7oBcKqVfv351fW5euYRVTXbdcbNmzQDo3swfTwdLLsenUb+ePfXsLf/UHtarV4/Nmzdz/PhxQkJCHjj3yiuvsGDBAl0tBh06dOjQ8V/PzJkzbb28vAK8vLwCPv30UxsAtVpNjx493OvVqxfQpUuXeqWlpRKAiRMnOnp4eAR4e3v7jx071gkgIyND1rlzZ4/AwEC/wMBAv4MHDxoCTJkyxaFXr17uDRs29O3Tp497cHCw76VLl+rSPIaFhfmcOHHC4OjRowYNGjTw9fPz8w8JCfGNjIxUVFVVCbNnz3bYtWuXua+vr/+KFSvMFy9ebDl8+HAXqLWGNG3a1Nvb29u/WbNm3vHx8XoAERERbiNGjHAOCQnxdXJyCvrhhx/MAVJSUuSNGjXy8fX19ffy8grYv3+/0T+7y/8edDENfwP3Kw1/V6rVv5MlA/vQNnY54h0VFaYSTIKdILLWV7+06DZZOUHM/SSiLt1rQXkpn4x/nZrU3wsUCgJuXQZi79uU49kJrF98lowSDRpRoEFwEs3t5AQ670SQWpFXeZZrOe9gpggi1PYbpJJHp4Z9HuRSKaO6hDGqS1hdm5OTEy1atOD06dNoNBoOHTpUd6558+YASCUSJke05vVvthPRMuiheZ+X1q1bc/HiRdauXcvatWsJCwvj888/R6LLkqRDhw4dOp4RQRBC/665RVG8/LhzJ0+eNNiwYYPl5cuXY0VRJDQ01K99+/alycnJyuXLlyd36tSpvF+/fm5ffvml9cSJE/P27t1rnpiYeF0ikZCXlycFGDdunPOUKVOyO3fuXBYfH6/XuXNnr8TExBsA8fHxyvPnz8cZGRmJn3zyic369estGjVqlJGSkiLPycmRt27duqKgoEBy8eLFOLlczq+//mo8bdo0pwMHDtx+7733Mi5dumS4du3aVIDFixfXveWbMGGCy5AhQ/LfeOON/K+++spywoQJzocPH74NkJ2dLb906VLctWvXlL179/YcOXJk4erVqy3at29fPHfu3Cy1Ws1dJUjHw+iUhr+Bf1sQ9B+xMDSgV3t/du2OwShJhtY7BKitQ1BVHsekUaY0CUpErClDlFjRdeAYym7cK1Bo36Uf5q6NqTaspLQ8miCrYrp5SMk1UKIyL6GP2wIEqRWFVZFczp6EodyNxrbLkEkM/tZ1DRgwgNOnTz/QplQqH0iH29zfje0zR+BiY/aXXFMqlTJy5EhGjhz5l8ynQ4cOHTp0/BMcO3bMqFu3bkUmJiZagJdeeqnw6NGjxnZ2djWdOnUqBxg2bFj+4sWLbWbMmJGtUCi0AwYMcHv55ZeLBgwYUAxw+vRpk/j4eP27c5aVlUmLi4slAF26dCkyMjISAYYPH17YsWNH70WLFmWsXbvWvHv37oUABQUF0gEDBrgnJycrBUEQVSrVU830V69eNdy3b99tgAkTJhR88sknTnfP9ejRo0gqlRIaGlqVn58vB2jatGn5uHHj3FQqlaRv376FzZs3r/yr9vB/DZ029RdTVFREVFQUABKJpM715d/G+x3ag6WAtFygWvBEblDrMpSdVYiv7WzEotcQC/oxfUowF3bvrxtn81IH3Hwa4mufy/lJF9kyrB4L+79D55YjqTBLo5NdbywV1pTU3OJS9gQUUisa232PXGr6OFH+Mvr27fuQW1CjRo0eCFwGcLU117kP6dChQ4cOHY/gj/8+CoKAXC7n2rVrsX379i3cvXu3Wdu2bb2gttDtlStXYuPi4mLi4uJicnJyokxNTbUAhoaG2rtzuLu7q8zMzNTnz5/X3/Z/7d15dFb1ncfx9zeELCwhpgkSQNlqNEFFSQpKU2nUUtJ6DA6KLYsidalLrQ4o2OEcOfWozKgzo1ALFBewnFSrMsUBpcp0pMdtRCwismldUBOIbElYzPJ854/nJgSbBB5I8vAkn9c5Oc+9v/u7934f+J577ve593fv88+nTZw4cRfA9OnT+4wcObJi69atG1544YUPq6qqjuu8NSkpyeum3cOThYWFlatXr97cp0+fqilTpgyYO3fusd2b3AGoaGhhr732Wn0iDh06lO7du0c5omOT1DmeqUUXUJsAXb5MIHVwv/plz735XapSH+eRZ77LA3N21rf3+M4wzvzheRw8mMAdPxlPfMYzWLfr2BtKYcln8+iV1JcLe17C/uptvF16PXGWxLBevyMpPqNNvlNmZiYjR448rC1WizoREekY3P2d1vprbr8FBQWVK1asSK2oqIgrLy+PW7FixUkFBQUVJSUlCa+88kpXgCVLlqSNGDGicu/evXHBVYG98+bN27Zp06YuAPn5+eX3339/3cBIXn/99eSm9jd27Nhd9913X6+KiopOw4cPPwBQXl7eqW/fvlUA8+fPT6/rm5KSUltZWdnoOey55567b+HChScF66Tl5eVVNvc9t2zZktC3b9/qqVOnfnXVVVeVrV27tnVve4hhKhpaWKzfmtTQ+KHn0v3URKwW4r916B7/5StfYPbvJzD19ifr27qels1ZvyigcmsKg7M+piblN+w++C61XsOiT+ZQHapiyoDbqAnt5q3S6wh5NcN6LaBL576N7Ln1XHnllYfN141nEBERkUPy8/P3jx8/fufQoUOzc3NzsydNmlSWnp5e279//4Nz5szpOXDgwMF79uyJnzZtWtmePXs6jR49+rRg8PHp99xzzzaABQsWbFu7dm3XrKysnEGDBg2eO3duk78STpw4cffy5cvTioqKdtW1TZ8+vXTWrFl9s7Ozc2pqaur7FhYWVmzZsiW5biB0w+3Mmzfvs6eeeio9Kysrp7i4+FuPPvroNpqxcuXK7tnZ2YOzs7NznnvuubQ777xze3P9OzKr+1W8vcjLy/M1a9ZEbf8jRozgjTfeAGDp0qWMGTMmarG0hFc//Ds3z/8Toc93sPEPswFI7pIAGAf2fw1AYu++nHHzDfQsz6B839c8eFtnDsQvoTq0h8+qz2Xjvhom9buZs3ucyZslkzlQ8yXDMx8jNfH4BxtHqqysjMzMTGprawEoKSmhVy892llERKLDzN5x97yGbevWrftkyJAhX0UrJum41q1blz5kyJD+jS3TlYYWtH//ft5+++36+fz8/GZ6x4aR3x7IaWd8i85p6XROCRfzB/ZX1RcMnVPTGFg0hbhtXemenMTv/vkK8gfdSMEpfyYh8Wo27qvhlISdVB18lP8rvZ791Z+Se/KcqBQMABkZGcycOZPExERuvfVWFQwiIiIiR0FFQwt66623qLt8lpOTQ3p6+hHWiA33/7iQ6tQ4UnpnHdYel9yFgYXXkUwq1xYOp/hXEzhrQCYA5TX7WPXVZvok9+OyPpP5uvYrKqo2c07PB0lPHh6Nr1Fv1qxZ7Nu3j4cffjiqcYiIiIjECj1ytQW99NKhpwjF+niGhs7olcEF5/RnxbrT2bnpLQCsUzyDRv2MtD59ePzWKznjlPpxTtSEanjy44cJeYhrBtxGRmIvBvS4gqra3STF92xqN22qU6dO0Q5BREREJGboSkMLWbVqFQ899FD9fEFBQRSjaXl3j7qY5KFn0WPQ2SSmpDNg1GSSck5lxi29GdA75bC+y75cwqf7P+Kn/W4gIzF8+0+cdT5hCgYREZETXCgUCunZ39KmgpwLNbVcVxpawEcffcS4cePqB9cOGzYs5gdAf1Nmj+5c8p0cXqyZTPxBp6objCmsZtWuZ3mzfCUX9byE/PRRbKp4j1fLXmJkxmjOSY3ubUgiIiIx6v2ysrKcjIyMvXFxce3riTVyQgqFQlZWVtYDeL+pPioajlNFRQVFRUXs2hV+QlhmZiZLly79hxeGtQezfnARK9Zv5utk4wdnDuLX51/KJ/s+5MWSP7Lsy2L+Z8dyakLV9OsyiEt7T4h2uCIiIjGppqbm2tLS0oWlpaVnortCpG2EgPdramqubaqDiobjEAqFmDhxIhs2bAAgMTGRpUuX0rt37yhH1jq6JyXy85HDWb5hMw9eUghA/67f5sZv38XH+7bwYsmzlB78nMkDfkl8nFJLRETkWOTm5u4ALo12HCIN6T0Nx2HmzJnce++99fOLFy9m0qRJbbLvE5W7/8Mr5kVERKRxjb2nQeREpEtex+iZZ545rGCYNm1ahy8YABUMIiIiIu2QioZj8O677zJ58uT6+dGjRzN79uzoBSQiIiIi0opUNERo+/btFBUVceDAAQCysrIoLi7Wc/9FREREpN1S0RCBqqoqxo4dy7Zt2wDo0aMHy5YtIzU1NbqBiYiIiIi0IhUNEaisrKy/Z9/MKC4u5vTTT49yVCIiIiIi/K998AAACTFJREFUrSsqz8U0szTgaaA/8Akwzt13N9E3BfgA+C93v6WtYmxMWloaq1at4pZbbiErK4vCwsJohiMiIiIi0iai9TD9GcAqd59tZjOC+elN9L0HWN1mkR1BQkIC8+fPj3YYIiIiIiJtJlq3JxUBi4LpRcCYxjqZWS5wMvDntgnr6JiZHi0qIiIiIh1GtIqGk929JJguJVwYHMbM4oCHgGlH2piZXW9ma8xsTVlZWctGKiIiIiLSwbXa7Ulm9grQq5FF/9Jwxt3dzBp7LfVNwAp3//xIv+q7+wJgAYTfCH1sEYuIiIiISGNarWhw94ubWmZm280s091LzCwT2NFIt/OB75nZTUA3IMHMKt19RiuFLCIiIiIijYjWQOhlwNXA7ODzT9/s4O4T6qbNbDKQp4JBRERERKTtRWtMw2zgB2a2Fbg4mMfM8sxsYZRiEhERERGRRph7+xoCkJeX52vWrIl2GCIiIiJHZGbvuHtetOMQOZJ2VzSYWRnwabTjaGPpwFfRDkJiinJGIqWckUgpZ45OP3fPiHYQIkfS7oqGjsjM1uhXComEckYipZyRSClnRNqXaI1pEBERERGRGKGiQUREREREmqWioX1YEO0AJOYoZyRSyhmJlHJGpB3RmAYREREREWmWrjSIiIiIiEizVDScgMzscTPbYWbvN2gbYmZvmNl6M3vBzFIaLDs7WLYhWJ4UtOcG8x+a2SNmZtH4PtL6IskZM+tsZouC9o1mdleDdUab2eYgZ/QG9nbMzE4xs7+Y2QfBseOXQXuamb1sZluDz5OCdguOIx+a2XtmNrTBtq4O+m81s6uj9Z2kdR1DzkwIcmW9mb1uZkMabEvHGpEYo6LhxPQkMPobbQuBGe5+FrAUuAPAzOKB3wM/d/fBwPeB6mCd3wLXAacFf9/cprQfT3KUOQNcASQG7bnADWbW38w6Ab8BCoEc4KdmltMWwUtU1ABT3T0HOA+4Ofj/ngGscvfTgFXBPITzou5Ycj3h4wtmlgbcDQwHhgF31500SrsTac58DIwMjjX3EIxx0LFGJDapaDgBuftqYNc3mrOA1cH0y8DYYHoU8J67rwvW3enutWaWCaS4+5seHriyGBjT6sFLVESYMw50DQrOZKAKKCd8wvehu//d3auAPwBFrR27RIe7l7j72mC6AtgI9CH8f74o6LaIQ8eNImCxh70JpAbHmR8CL7v7LnffTTjX9ANFOxRpzrj760FOALwJ9A2mdawRiUEqGmLHBg4dVK8ATgmmswA3s5VmttbM7gza+wCfN1j/86BNOo6mcuZZYB9QAnwGPOjuuwjnx7YG6ytnOggz6w+cC7wFnOzuJcGiUuDkYLqp/FDedEBHmTMN/Qx4MZhWzojEIBUNsWMKcJOZvQN0J/zrMEA8kA9MCD4vM7OLohOinGCayplhQC3QGxgATDWzgdEJUaLNzLoBzwG3uXt5w2XBVUo9Yk8OE2nOmFkB4aJhepsFKSItTkVDjHD3Te4+yt1zgWLgo2DR58Bqd//K3fcDK4ChwBccuhRMMP1FW8Ys0dVMzowHXnL3anffAbwG5BHOj1MabEI5086ZWWfCJ39L3P35oHl7cNsRweeOoL2p/FDedCAR5gxmdjbh8VVF7r4zaFbOiMQgFQ0xwsx6Bp9xwExgXrBoJXCWmXUJ7lEfCXwQXCouN7PzgqcmXQX8KQqhS5Q0kzOfARcGy7oSHtC4CXgbOM3MBphZAvATYFlbxy1tIzguPAZsdPd/b7BoGVD3BKSrOXTcWAZcFTxF6Txgb3CcWQmMMrOTggHQo4I2aWcizRkzOxV4Hpjk7lsa9NexRiQG6eVuJyAzKyb8FKR0YDvhJ5N0A24OujwP3BVcBsbMJgJ3Eb4kvMLd7wza8wg/VSeZ8L2kv3D9h7dLkeRMcGvBE4SfWmLAE+7+QLCdHwH/CXQCHnf3e9vwa0gbMrN84K/AeiAUNP+K8D3qzwCnAp8C49x9V3DCOJfwIOf9wDXuvibY1pRgXYB73f2JNvsi0maOIWcWEn4Aw6dB3xp3zwu2pWONSIxR0SAiIiIiIs3S7UkiIiIiItIsFQ0iIiIiItIsFQ0iIiIiItIsFQ0iIiIiItIsFQ0iIiIiItIsFQ0i0q6ZWWXw2dvMnm2iz/8GjyjGzFaYWWrwd1OE++pvZuMbzOeZ2SPHE7+IiMiJQEWDiHQI7v6lu19+FP1+5O57gFQgoqIB6E/4jdt121rj7rdGuA0REZETjooGEYkZZjbbzG5uMD/LzKaZWTczW2Vma81svZkVNbJufzN7P5hONrM/mNlGM1tK+AWIdf0+MbN0YDYwyMz+ZmYPmNliMxvToN+SRvYzG/hesM7tZvZ9M/vvBrEuMrO/mtmnZvZPZvZvQbwvmVnnoF+umb1qZu+Y2Uozy2y5f0EREZFjo6JBRGLJ08C4BvPjgraDwGXuPhQoAB4K3mDclBuB/e6eTfjt2bmN9JkBfOTu57j7HcBjwGQAM+sBjACWN7LOX4N1/qORbQ4CLgQuBX4P/MXdzwIOAD8OCoc5wOXungs8DuhNuSIiEnXx0Q5ARORoufu7ZtbTzHoDGcBud98WnGzfZ2YXACGgD3AyUNrEpi4AHgm2+Z6ZvXcU+37VzB41swxgLPCcu9dE+BVedPdqM1sPdAJeCtrXE7616XTgTODloObpBJREuA8REZEWp6JBRGLNH4HLgV6ErzIATCBcROQGJ+WfAEmtsO/FwETgJ8A1x7D+1wDuHjKzanf3oD1E+HhswAZ3P78lghUREWkpuj1JRGLN04RP2i8nXEAA9AB2BAVDAdDvCNtYTTBg2czOBM5upE8F0P0bbU8CtwG4+wdHuU4kNgMZZnZ+EFtnMxt8HNsTERFpESoaRCSmuPsGwifmX7h73a07S4C84Lafq4BNR9jMb4FuZrYR+DXwTiP72Qm8Zmbvm9kDQdt2YCPwRBPbfQ+oNbN1ZnZ7hF8Nd68iXAz9q5mtA/5GeOyEiIhIVNmhq+MiItIcM+tCePzBUHffG+14RERE2oquNIiIHAUzu5jwVYY5KhhERKSj0ZUGERERERFplq40iIiIiIhIs1Q0iIiIiIhIs1Q0iIiIiIhIs1Q0iIiIiIhIs1Q0iIiIiIhIs1Q0iIiIiIhIs/4fZD1MRwzEJ9cAAAAASUVORK5CYII=\n", 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    " ] @@ -176,8 +178,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 4;\n", - " var nbb_unformatted_code = \"hindcast = HindcastEnsemble(hind)\\nhindcast = hindcast.add_uninitialized(hist)\\nhindcast = hindcast.add_observations(obs)\\n\\nhindcast.plot()\";\n", - " var nbb_formatted_code = \"hindcast = HindcastEnsemble(hind)\\nhindcast = hindcast.add_uninitialized(hist)\\nhindcast = hindcast.add_observations(obs)\\n\\nhindcast.plot()\";\n", + " var nbb_unformatted_code = \"hindcast = HindcastEnsemble(hind).add_uninitialized(hist).add_observations(obs)\\n\\nhindcast.plot()\";\n", + " var nbb_formatted_code = \"hindcast = HindcastEnsemble(hind).add_uninitialized(hist).add_observations(obs)\\n\\nhindcast.plot()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -199,9 +201,7 @@ } ], "source": [ - "hindcast = HindcastEnsemble(hind)\n", - "hindcast = hindcast.add_uninitialized(hist)\n", - "hindcast = hindcast.add_observations(obs)\n", + "hindcast = HindcastEnsemble(hind).add_uninitialized(hist).add_observations(obs)\n", "\n", "hindcast.plot()" ] @@ -221,7 +221,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -230,7 +230,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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    " ] @@ -281,9 +281,10 @@ "metadata": {}, "source": [ "## p value for temporal correlations\n", + "\n", "For correlation metrics the associated p-value checks whether the correlation \n", "is significantly different from zero incorporating reduced degrees of freedom \n", - "due to temporal autocorrelation." + "due to temporal autocorrelation, see {py:func}`~climpred.metrics._pearson_r` and {py:func}`~climpred.metrics._pearson_r_eff_p_value`" ] }, { @@ -374,7 +375,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 8, @@ -383,7 +384,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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    " ] @@ -433,7 +434,7 @@ "source": [ "## Bootstrapping with replacement\n", "\n", - "Bootstrapping significance relies on resampling the underlying data with replacement for a large number of iterations as proposed by the decadal prediction framework of Goddard et al. 2013. We just use 20 iterations here to demonstrate the functionality." + "Bootstrapping significance relies on resampling the underlying data with replacement along ``resample_dim`` for a large number of ``iterations`` as proposed by the decadal prediction framework of Goddard2013_." ] }, { @@ -445,8 +446,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 1.17 s, sys: 173 ms, total: 1.34 s\n", - "Wall time: 1.4 s\n" + "CPU times: user 1.12 s, sys: 42.7 ms, total: 1.17 s\n", + "Wall time: 1 s\n" ] }, { @@ -455,8 +456,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 9;\n", - " var nbb_unformatted_code = \"%%time\\n\\nbootstrapped_acc = hindcast.bootstrap(\\n metric=\\\"pearson_r\\\",\\n comparison=\\\"e2r\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n iterations=500,\\n sig=95,\\n reference=[\\\"uninitialized\\\", \\\"persistence\\\", \\\"climatology\\\"],\\n)\";\n", - " var nbb_formatted_code = \"%%time\\n\\nbootstrapped_acc = hindcast.bootstrap(\\n metric=\\\"pearson_r\\\",\\n comparison=\\\"e2r\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n iterations=500,\\n sig=95,\\n reference=[\\\"uninitialized\\\", \\\"persistence\\\", \\\"climatology\\\"],\\n)\";\n", + " var nbb_unformatted_code = \"%%time\\n\\nbootstrapped_acc = hindcast.bootstrap(\\n metric=\\\"pearson_r\\\",\\n comparison=\\\"e2r\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n iterations=500,\\n sig=95,\\n resample_dim=\\\"member\\\",\\n reference=[\\\"uninitialized\\\", \\\"persistence\\\", \\\"climatology\\\"],\\n)\";\n", + " var nbb_formatted_code = \"%%time\\n\\nbootstrapped_acc = hindcast.bootstrap(\\n metric=\\\"pearson_r\\\",\\n comparison=\\\"e2r\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n iterations=500,\\n sig=95,\\n resample_dim=\\\"member\\\",\\n reference=[\\\"uninitialized\\\", \\\"persistence\\\", \\\"climatology\\\"],\\n)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -487,10 +488,18 @@ " alignment=\"same_verif\",\n", " iterations=500,\n", " sig=95,\n", + " resample_dim=\"member\",\n", " reference=[\"uninitialized\", \"persistence\", \"climatology\"],\n", ")" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "See attributes ``attrs`` of the additional dimensions for description." + ] + }, { "cell_type": "code", "execution_count": 10, @@ -498,11 +507,445 @@ "outputs": [ { "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
    <xarray.Dataset>\n",
    +       "Dimensions:  (skill: 4, results: 4, lead: 10)\n",
    +       "Coordinates:\n",
    +       "  * lead     (lead) int32 1 2 3 4 5 6 7 8 9 10\n",
    +       "  * results  (results) <U12 'verify skill' 'p' 'low_ci' 'high_ci'\n",
    +       "  * skill    (skill) <U13 'initialized' 'uninitialized' ... 'climatology'\n",
    +       "Data variables:\n",
    +       "    SST      (skill, results, lead) float64 0.6387 0.4999 ... 2.534e-17\n",
    +       "Attributes: (12/13)\n",
    +       "    prediction_skill_software:     climpred https://climpred.readthedocs.io/\n",
    +       "    skill_calculated_by_function:  HindcastEnsemble.bootstrap()\n",
    +       "    number_of_initializations:     64\n",
    +       "    number_of_members:             10\n",
    +       "    alignment:                     same_verif\n",
    +       "    metric:                        pearson_r\n",
    +       "    ...                            ...\n",
    +       "    dim:                           init\n",
    +       "    reference:                     ['uninitialized', 'persistence', 'climatol...\n",
    +       "    resample_dim:                  member\n",
    +       "    sig:                           95\n",
    +       "    iterations:                    500\n",
    +       "    confidence_interval_levels:    0.975-0.025
    " + ], "text/plain": [ + "\n", + "Dimensions: (skill: 4, results: 4, lead: 10)\n", "Coordinates:\n", " * lead (lead) int32 1 2 3 4 5 6 7 8 9 10\n", " * results (results) " + "" ] }, "execution_count": 12, @@ -616,7 +1045,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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    " ] @@ -678,6 +1107,13 @@ "plt.legend(loc=\"lower right\")" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "{py:func}`~climpred.graphics.plot_bootstrapped_skill_over_leadyear` wraps the above plotting code: " + ] + }, { "cell_type": "code", "execution_count": 13, @@ -695,7 +1131,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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    " ] @@ -711,8 +1147,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 13;\n", - " var nbb_unformatted_code = \"# use climpred convenience plotting function\\nfrom climpred.graphics import plot_bootstrapped_skill_over_leadyear\\n\\nplot_bootstrapped_skill_over_leadyear(bootstrapped_acc)\";\n", - " var nbb_formatted_code = \"# use climpred convenience plotting function\\nfrom climpred.graphics import plot_bootstrapped_skill_over_leadyear\\n\\nplot_bootstrapped_skill_over_leadyear(bootstrapped_acc)\";\n", + " var nbb_unformatted_code = \"from climpred.graphics import plot_bootstrapped_skill_over_leadyear\\n\\nplot_bootstrapped_skill_over_leadyear(bootstrapped_acc)\";\n", + " var nbb_formatted_code = \"from climpred.graphics import plot_bootstrapped_skill_over_leadyear\\n\\nplot_bootstrapped_skill_over_leadyear(bootstrapped_acc)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -734,7 +1170,6 @@ } ], "source": [ - "# use climpred convenience plotting function\n", "from climpred.graphics import plot_bootstrapped_skill_over_leadyear\n", "\n", "plot_bootstrapped_skill_over_leadyear(bootstrapped_acc)" @@ -746,7 +1181,7 @@ "source": [ "## Field significance\n", "\n", - "Using `esmtools.testing.multipletests` to control the false discovery\n", + "Using {py:func}`esmtools.testing.multipletests` to control the false discovery\n", "rate (FDR) from the above obtained p-values in geospatial data." ] }, @@ -799,7 +1234,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/utils.py:122: UserWarning: Assuming annual resolution due to numeric inits. Change init to a datetime if it is another resolution.\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", + " warnings.warn(\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", " warnings.warn(\n" ] }, @@ -898,7 +1335,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 17, @@ -907,7 +1344,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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    " ] @@ -1133,7 +1570,7 @@ "source": [ "The same applies to bootstrapping with replacement.\n", "First calculate the pvalue that uninitialized are better than initialized forecasts.\n", - "Then correct the FDR." + "Then correct the FDR [Hochberg1994_]." ] }, { @@ -1153,8 +1590,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 9.99 s, sys: 3.02 s, total: 13 s\n", - "Wall time: 13.7 s\n" + "CPU times: user 9.22 s, sys: 2.78 s, total: 12 s\n", + "Wall time: 12.3 s\n" ] }, { @@ -1448,9 +1885,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Use xskillscore.sign_test to decide which forecast is better. Here we compare the initialized with the uninitialized forecast.\n", - "\n", - "DelSole, T., & Tippett, M. K. (2016). Forecast Comparison Based on Random Walks. Monthly Weather Review, 144(2), 615–626. doi: 10/f782pf" + "{py:func}`xskillscore.sign_test` shows which forecast is better. Here we compare the ``initialized`` with the ``uninitialized`` forecast [DelSole2016_]." ] }, { @@ -1518,7 +1953,7 @@ " reference=\"uninitialized\",\n", ").SST\n", "\n", - "# initialized skill is clearly better than historical skill\n", + "# initialized skill seems clearly better than historical skill for first lead\n", "skill.mean(\"init\").plot(hue=\"skill\")" ] }, @@ -1633,6 +2068,23 @@ "plt.show()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## References\n", + "\n", + ".. [Benjamini1994] Benjamini, Y., & Hochberg, Y. (1994). \"Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing.\" 13. J. R. Statist. Soc. B https://doi.org/10.1111/j.2517-6161.1995.tb02031.x\n", + "\n", + "\n", + ".. [Goddard2013] Goddard, L., A. Kumar, A. Solomon, D. Smith, G. Boer, P. Gonzalez, V. Kharin, et al.\n", + " “A Verification Framework for Interannual-to-Decadal Predictions Experiments.” Climate Dynamics 40, no. 1–2 \n", + " (January 1, 2013): 245–72. https://doi.org/10/f4jjvf.\n", + " \n", + ".. [DelSole2016] DelSole, T., & Tippett, M. K. (2016). \"Forecast Comparison Based on Random Walks.\"\n", + " Monthly Weather Review, 144(2), 615–626. https://doi.org/10/f782pf" + ] + }, { "cell_type": "code", "execution_count": null, diff --git a/docs/source/examples/decadal/diagnose-potential-predictability.ipynb b/docs/source/examples/decadal/diagnose-potential-predictability.ipynb index 651e1f6c7..1cfe44760 100644 --- a/docs/source/examples/decadal/diagnose-potential-predictability.ipynb +++ b/docs/source/examples/decadal/diagnose-potential-predictability.ipynb @@ -6,7 +6,7 @@ "source": [ "# Diagnosing Potential Predictability\n", "\n", - "This demo demonstrates `climpred`'s capabilities to diagnose areas containing potentially predictable variations from a control/verification product alone without requiring multi-member, multi-initialization simulations. This notebook identifies the slow components of internal variability that indicate potential predictability. Here, we showcase a set of methods to show regions indicating probabilities for decadal predictability." + "This demo demonstrates `climpred`'s capabilities to diagnose areas containing potentially predictable variations from a ``control``/``verification`` alone without requiring multi-member, multi-initialization simulations. This notebook identifies the slow components of internal variability that indicate potential predictability. Here, we showcase a set of methods to show regions indicating probabilities for decadal predictability." ] }, { @@ -107,7 +107,7 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 3;\n", - " var nbb_unformatted_code = \"# Sea surface temperature\\nvarname='tos'\\ncontrol3d = climpred.tutorial.load_dataset('MPI-control-3D')[varname].load()\";\n", + " var nbb_unformatted_code = \"# Sea surface temperature\\nvarname = \\\"tos\\\"\\ncontrol3d = climpred.tutorial.load_dataset(\\\"MPI-control-3D\\\")[varname].load()\";\n", " var nbb_formatted_code = \"# Sea surface temperature\\nvarname = \\\"tos\\\"\\ncontrol3d = climpred.tutorial.load_dataset(\\\"MPI-control-3D\\\")[varname].load()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", @@ -141,7 +141,7 @@ "source": [ "### Diagnostic Potential Predictability (DPP)\n", "\n", - "We can first use the [Resplandy 2015] and [Seferian 2018] method for computing the unbiased DPP by not chunking the time dimension." + "We can first use the Resplandy2015_ and Seferian2018_ method for computing the unbiased ``DPP`` by not chunking the time dimension." ] }, { @@ -157,7 +157,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 4, @@ -166,7 +166,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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    " ] @@ -182,7 +182,7 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 4;\n", - " var nbb_unformatted_code = \"# calculate DPP with m=10\\nDPP10 = climpred.stats.dpp(control3d, m=10, chunk=False)\\n# calculate a threshold by random shuffling (based on bootstrapping with replacement at 95% significance level)\\nthreshold = climpred.bootstrap.dpp_threshold(control3d, \\n m=10,\\n chunk=False, \\n iterations=10,\\n sig=95)\\n# plot grid cells where DPP above threshold\\nDPP10.where(DPP10 > threshold).plot(yincrease=False, vmin=-0.1, vmax=0.6, cmap='viridis')\";\n", + " var nbb_unformatted_code = \"# calculate DPP with m=10\\nDPP10 = climpred.stats.dpp(control3d, m=10, chunk=False)\\n# calculate a threshold by random shuffling (based on bootstrapping with replacement at 95% significance level)\\nthreshold = climpred.bootstrap.dpp_threshold(\\n control3d, m=10, chunk=False, iterations=10, sig=95\\n)\\n# plot grid cells where DPP above threshold\\nDPP10.where(DPP10 > threshold).plot(\\n yincrease=False, vmin=-0.1, vmax=0.6, cmap=\\\"viridis\\\"\\n)\";\n", " var nbb_formatted_code = \"# calculate DPP with m=10\\nDPP10 = climpred.stats.dpp(control3d, m=10, chunk=False)\\n# calculate a threshold by random shuffling (based on bootstrapping with replacement at 95% significance level)\\nthreshold = climpred.bootstrap.dpp_threshold(\\n control3d, m=10, chunk=False, iterations=10, sig=95\\n)\\n# plot grid cells where DPP above threshold\\nDPP10.where(DPP10 > threshold).plot(\\n yincrease=False, vmin=-0.1, vmax=0.6, cmap=\\\"viridis\\\"\\n)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", @@ -221,7 +221,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now, we can turn on chunking (the default for this function) to use the [Boer 2004] method. " + "Now, we can turn on ``chunking`` (default) to use the Boer2004_ method. " ] }, { @@ -238,16 +238,16 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xarray/core/nputils.py:227: RuntimeWarning: Degrees of freedom <= 0 for slice.\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/nputils.py:155: RuntimeWarning: Degrees of freedom <= 0 for slice.\n", " result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.8/site-packages/xarray/core/nputils.py:227: RuntimeWarning: Degrees of freedom <= 0 for slice.\n", + "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/nputils.py:155: RuntimeWarning: Degrees of freedom <= 0 for slice.\n", " result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n" ] }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -256,7 +256,7 @@ }, { "data": { - "image/png": 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\n", 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    " ] @@ -272,7 +272,7 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 5;\n", - " var nbb_unformatted_code = \"# chunk = True signals the Boer 2004 method\\nDPP10 = climpred.stats.dpp(control3d, m=10, chunk=True)\\nthreshold = climpred.bootstrap.dpp_threshold(control3d, \\n m=10, \\n chunk=True, \\n iterations=10,\\n sig=95)\\nDPP10.where(DPP10>0).plot(yincrease=False, vmin=-0.1, vmax=0.6, cmap='viridis')\";\n", + " var nbb_unformatted_code = \"# chunk = True signals the Boer 2004 method\\nDPP10 = climpred.stats.dpp(control3d, m=10, chunk=True)\\nthreshold = climpred.bootstrap.dpp_threshold(\\n control3d, m=10, chunk=True, iterations=10, sig=95\\n)\\nDPP10.where(DPP10 > 0).plot(yincrease=False, vmin=-0.1, vmax=0.6, cmap=\\\"viridis\\\")\";\n", " var nbb_formatted_code = \"# chunk = True signals the Boer 2004 method\\nDPP10 = climpred.stats.dpp(control3d, m=10, chunk=True)\\nthreshold = climpred.bootstrap.dpp_threshold(\\n control3d, m=10, chunk=True, iterations=10, sig=95\\n)\\nDPP10.where(DPP10 > 0).plot(yincrease=False, vmin=-0.1, vmax=0.6, cmap=\\\"viridis\\\")\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", @@ -308,7 +308,7 @@ "metadata": {}, "source": [ "### Variance-Weighted Mean Period\n", - "A periodogram is computed based on a control simulation to extract the mean period of variations, which are weighted by the respective variance. Regions with a high mean period value indicate low-frequency variations with are potentially predictable [Branstator2010]." + "A periodogram is computed based on a control simulation to extract the mean period of variations, which are weighted by the respective variance. Regions with a high mean period value indicate low-frequency variations with are potentially predictable [Branstator2010_]." ] }, { @@ -324,7 +324,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 6, @@ -333,7 +333,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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    " ] @@ -349,7 +349,7 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 6;\n", - " var nbb_unformatted_code = \"vwmp = climpred.stats.varweighted_mean_period(control3d, dim='time')\\nthreshold = climpred.bootstrap.varweighted_mean_period_threshold(control3d, \\n iterations=10)\\nvwmp.where(vwmp > threshold).plot(yincrease=False, robust=True)\";\n", + " var nbb_unformatted_code = \"vwmp = climpred.stats.varweighted_mean_period(control3d, dim=\\\"time\\\")\\nthreshold = climpred.bootstrap.varweighted_mean_period_threshold(\\n control3d, iterations=10\\n)\\nvwmp.where(vwmp > threshold).plot(yincrease=False, robust=True)\";\n", " var nbb_formatted_code = \"vwmp = climpred.stats.varweighted_mean_period(control3d, dim=\\\"time\\\")\\nthreshold = climpred.bootstrap.varweighted_mean_period_threshold(\\n control3d, iterations=10\\n)\\nvwmp.where(vwmp > threshold).plot(yincrease=False, robust=True)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", @@ -384,49 +384,12 @@ "metadata": {}, "source": [ "### Lag-1 Autocorrelation\n", - "The lag-1 autocorrelation also indicates where slower modes of variability occur by identifying regions with high temporal correlation [vonStorch1999]." + "The lag-1 autocorrelation also indicates where slower modes of variability occur by identifying regions with high temporal correlation [vonStorch1999_]." ] }, { "cell_type": "code", "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "application/javascript": [ - "\n", - " setTimeout(function() {\n", - " var nbb_cell_id = 7;\n", - " var nbb_unformatted_code = \"from esmtools.stats import autocorr\";\n", - " var nbb_formatted_code = \"from esmtools.stats import autocorr\";\n", - " var nbb_cells = Jupyter.notebook.get_cells();\n", - " for (var i = 0; i < nbb_cells.length; ++i) {\n", - " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", - " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", - " nbb_cells[i].set_text(nbb_formatted_code);\n", - " }\n", - " break;\n", - " }\n", - " }\n", - " }, 500);\n", - " " - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from esmtools.stats import autocorr" - ] - }, - { - "cell_type": "code", - "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:17:21.071115Z", @@ -437,16 +400,16 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 8, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", 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    " ] @@ -461,9 +424,9 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 8;\n", - " var nbb_unformatted_code = \"# use climpred.bootstrap._bootstrap_func to wrap any stats function. `esmtools.stats.autocorr` computes the autocorrelation\\n# coefficient out to N lags. The first lag is at lag 0, so we select `lead=1`).\\nthreshold = climpred.bootstrap._bootstrap_func(autocorr, control3d, nlags=2, resample_dim='time', iterations=10).isel(lead=1)\\ncorr_ef = autocorr(control3d, nlags=2, dim='time').isel(lead=1)\\ncorr_ef.where(corr_ef>threshold).plot(yincrease=False, robust=False)\";\n", - " var nbb_formatted_code = \"# use climpred.bootstrap._bootstrap_func to wrap any stats function. `esmtools.stats.autocorr` computes the autocorrelation\\n# coefficient out to N lags. The first lag is at lag 0, so we select `lead=1`).\\nthreshold = climpred.bootstrap._bootstrap_func(\\n autocorr, control3d, nlags=2, resample_dim=\\\"time\\\", iterations=10\\n).isel(lead=1)\\ncorr_ef = autocorr(control3d, nlags=2, dim=\\\"time\\\").isel(lead=1)\\ncorr_ef.where(corr_ef > threshold).plot(yincrease=False, robust=False)\";\n", + " var nbb_cell_id = 7;\n", + " var nbb_unformatted_code = \"from esmtools.stats import autocorr\\n\\n# use climpred.bootstrap._bootstrap_func to wrap any stats function. `esmtools.stats.autocorr` computes the autocorrelation\\n# coefficient out to N lags. The first lag is at lag 0, so we select `lead=1`).\\nthreshold = climpred.bootstrap._bootstrap_func(\\n autocorr, control3d, nlags=2, resample_dim=\\\"time\\\", iterations=10\\n).isel(lead=1)\\ncorr_ef = autocorr(control3d, nlags=2, dim=\\\"time\\\").isel(lead=1)\\ncorr_ef.where(corr_ef > threshold).plot(yincrease=False, robust=False)\";\n", + " var nbb_formatted_code = \"from esmtools.stats import autocorr\\n\\n# use climpred.bootstrap._bootstrap_func to wrap any stats function. `esmtools.stats.autocorr` computes the autocorrelation\\n# coefficient out to N lags. The first lag is at lag 0, so we select `lead=1`).\\nthreshold = climpred.bootstrap._bootstrap_func(\\n autocorr, control3d, nlags=2, resample_dim=\\\"time\\\", iterations=10\\n).isel(lead=1)\\ncorr_ef = autocorr(control3d, nlags=2, dim=\\\"time\\\").isel(lead=1)\\ncorr_ef.where(corr_ef > threshold).plot(yincrease=False, robust=False)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -485,6 +448,8 @@ } ], "source": [ + "from esmtools.stats import autocorr\n", + "\n", "# use climpred.bootstrap._bootstrap_func to wrap any stats function. `esmtools.stats.autocorr` computes the autocorrelation\n", "# coefficient out to N lags. The first lag is at lag 0, so we select `lead=1`).\n", "threshold = climpred.bootstrap._bootstrap_func(\n", @@ -499,12 +464,12 @@ "metadata": {}, "source": [ "### Decorrelation time\n", - "Taking the lagged correlation further over all lags, the decorrelation time shows the time after which the autocorrelation fell beyond its e-folding [vonStorch1999]" + "Taking the lagged correlation further over all lags, the decorrelation time shows the time after which the autocorrelation fell beyond its e-folding [vonStorch1999_]." ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:18:03.616474Z", @@ -515,16 +480,16 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 9, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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    " ] @@ -539,8 +504,8 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 9;\n", - " var nbb_unformatted_code = \"threshold = climpred.bootstrap._bootstrap_func(climpred.stats.decorrelation_time,control3d,'time',iterations=10)\\ndecorr_time = climpred.stats.decorrelation_time(control3d)\\ndecorr_time.where(decorr_time>threshold).plot(yincrease=False, robust=False)\";\n", + " var nbb_cell_id = 8;\n", + " var nbb_unformatted_code = \"threshold = climpred.bootstrap._bootstrap_func(\\n climpred.stats.decorrelation_time, control3d, \\\"time\\\", iterations=10\\n)\\ndecorr_time = climpred.stats.decorrelation_time(control3d)\\ndecorr_time.where(decorr_time > threshold).plot(yincrease=False, robust=False)\";\n", " var nbb_formatted_code = \"threshold = climpred.bootstrap._bootstrap_func(\\n climpred.stats.decorrelation_time, control3d, \\\"time\\\", iterations=10\\n)\\ndecorr_time = climpred.stats.decorrelation_time(control3d)\\ndecorr_time.where(decorr_time > threshold).plot(yincrease=False, robust=False)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", @@ -581,14 +546,16 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/utils.py:122: UserWarning: Assuming annual resolution due to numeric inits. Change init to a datetime if it is another resolution.\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", + " warnings.warn(\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", " warnings.warn(\n" ] }, @@ -597,8 +564,8 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 10;\n", - " var nbb_unformatted_code = \"ds3d = climpred.tutorial.load_dataset('MPI-PM-DP-3D')[varname]\\ncontrol3d = climpred.tutorial.load_dataset('MPI-control-3D')[varname]\\nds3d['lead'].attrs['units'] = 'years'\\n\\npm = climpred.PerfectModelEnsemble(ds3d).add_control(control3d)\";\n", + " var nbb_cell_id = 9;\n", + " var nbb_unformatted_code = \"ds3d = climpred.tutorial.load_dataset(\\\"MPI-PM-DP-3D\\\")[varname]\\ncontrol3d = climpred.tutorial.load_dataset(\\\"MPI-control-3D\\\")[varname]\\nds3d[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\\n\\npm = climpred.PerfectModelEnsemble(ds3d).add_control(control3d)\";\n", " var nbb_formatted_code = \"ds3d = climpred.tutorial.load_dataset(\\\"MPI-PM-DP-3D\\\")[varname]\\ncontrol3d = climpred.tutorial.load_dataset(\\\"MPI-control-3D\\\")[varname]\\nds3d[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\\n\\npm = climpred.PerfectModelEnsemble(ds3d).add_control(control3d)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", @@ -630,7 +597,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -646,8 +613,8 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 11;\n", - " var nbb_unformatted_code = \"bootstrap_skill = pm.bootstrap(metric='rmse', comparison='m2e', dim=['init', 'member'], reference=['uninitialized'], iterations=10)\";\n", + " var nbb_cell_id = 10;\n", + " var nbb_unformatted_code = \"bootstrap_skill = pm.bootstrap(\\n metric=\\\"rmse\\\",\\n comparison=\\\"m2e\\\",\\n dim=[\\\"init\\\", \\\"member\\\"],\\n reference=[\\\"uninitialized\\\"],\\n iterations=10,\\n)\";\n", " var nbb_formatted_code = \"bootstrap_skill = pm.bootstrap(\\n metric=\\\"rmse\\\",\\n comparison=\\\"m2e\\\",\\n dim=[\\\"init\\\", \\\"member\\\"],\\n reference=[\\\"uninitialized\\\"],\\n iterations=10,\\n)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", @@ -681,7 +648,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:20:11.618861Z", @@ -694,8 +661,8 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 12;\n", - " var nbb_unformatted_code = \"init_skill = bootstrap_skill.sel(results='verify skill', skill='initialized')\\n# p value: probability that random uninitialized forecasts perform better than initialized\\np = bootstrap_skill.sel(results='p', skill='uninitialized')\";\n", + " var nbb_cell_id = 11;\n", + " var nbb_unformatted_code = \"init_skill = bootstrap_skill.sel(results=\\\"verify skill\\\", skill=\\\"initialized\\\")\\n# p value: probability that random uninitialized forecasts perform better than initialized\\np = bootstrap_skill.sel(results=\\\"p\\\", skill=\\\"uninitialized\\\")\";\n", " var nbb_formatted_code = \"init_skill = bootstrap_skill.sel(results=\\\"verify skill\\\", skill=\\\"initialized\\\")\\n# p value: probability that random uninitialized forecasts perform better than initialized\\np = bootstrap_skill.sel(results=\\\"p\\\", skill=\\\"uninitialized\\\")\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", @@ -725,7 +692,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:20:14.915944Z", @@ -736,16 +703,16 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 13, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", 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    " ] @@ -760,8 +727,8 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 13;\n", - " var nbb_unformatted_code = \"init_skill.where(p<=.05)[varname].plot(col='lead', robust=True, yincrease=False, x='x')\";\n", + " var nbb_cell_id = 12;\n", + " var nbb_unformatted_code = \"init_skill.where(p <= 0.05)[varname].plot(\\n col=\\\"lead\\\", robust=True, yincrease=False, x=\\\"x\\\"\\n)\";\n", " var nbb_formatted_code = \"init_skill.where(p <= 0.05)[varname].plot(\\n col=\\\"lead\\\", robust=True, yincrease=False, x=\\\"x\\\"\\n)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", @@ -795,7 +762,7 @@ "source": [ "The metric `rmse` is negatively oriented, e.g. higher values show large disprepancy between members and hence less skill. \n", "\n", - "As suggested by DPP, the variance-weighted mean period and autocorrelation, also in slight perturbed initial values ensembles there is predictability in the North Atlantic, North Pacific and Southern Ocean in sea-surface temperatures." + "As suggested by ``DPP``, the variance-weighted mean period and autocorrelation, also in slight perturbed initial values ensembles there is predictability in the North Atlantic, North Pacific and Southern Ocean in sea-surface temperatures." ] }, { @@ -804,12 +771,23 @@ "source": [ "## References\n", "\n", - "1. Boer, Georges J. \"Long time-scale potential predictability in an ensemble of coupled climate models.\" Climate dynamics 23.1 (2004): 29-44.\n", - "1. Resplandy, Laure, R. Séférian, and L. Bopp. \"Natural variability of CO2 and O2 fluxes: What can we learn from centuries‐long climate models simulations?.\" Journal of Geophysical Research: Oceans 120.1 (2015): 384-404.\n", - "1. Séférian, Roland, Sarah Berthet, and Matthieu Chevallier. “Assessing the Decadal Predictability of Land and Ocean Carbon Uptake.” Geophysical Research Letters, March 15, 2018. https://doi.org/10/gdb424. \n", - "1. Branstator, Grant, and Haiyan Teng. “Two Limits of Initial-Value Decadal Predictability in a CGCM.” Journal of Climate 23, no. 23 (August 27, 2010): 6292–6311. https://doi.org/10/bwq92h.\n", - "1. Storch, H. v, and Francis W. Zwiers. Statistical Analysis in Climate Research. Cambridge ; New York: Cambridge University Press, 1999.\n" + ".. [Boer2004] Boer, Georges J. \"Long time-scale potential predictability in an ensemble of coupled climate models.\" Climate dynamics 23.1 (2004): 29-44. https://link.springer.com/article/10.1007/s00382-004-0419-8\n", + "\n", + ".. [Resplandy2015] Resplandy, Laure, R. Séférian, and L. Bopp. \"Natural variability of CO2 and O2 fluxes: What can we learn from centuries‐long climate models simulations?.\" Journal of Geophysical Research: Oceans 120.1 (2015): 384-404. http://doi.wiley.com/10.1002/2014JC010463\n", + "\n", + ".. [Seferian2018] Séférian, Roland, Sarah Berthet, and Matthieu Chevallier. “Assessing the Decadal Predictability of Land and Ocean Carbon Uptake.” Geophysical Research Letters, March 15, 2018. https://doi.org/10/gdb424. \n", + "\n", + ".. [Branstator2010] Branstator, Grant, and Haiyan Teng. “Two Limits of Initial-Value Decadal Predictability in a CGCM.” Journal of Climate 23, no. 23 (August 27, 2010): 6292–6311. https://doi.org/10/bwq92h.\n", + "\n", + ".. [vonStorch1999] Storch, H. v, and Francis W. Zwiers. Statistical Analysis in Climate Research. Cambridge ; New York: Cambridge University Press, 1999.\n" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb b/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb index c52823202..eaacba48b 100644 --- a/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb +++ b/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb @@ -6,7 +6,7 @@ "source": [ "# Demo of Perfect Model Predictability Functions\n", "\n", - "This demo demonstrates `climpred`'s capabilities for a perfect-model framework ensemble simulation.\n", + "This demo demonstrates `climpred`'s capabilities for a perfect-model framework ensemble simulation with {py:class}`.PerfectModelEnsemble`.\n", "\n", "**What's a perfect-model framework simulation?**\n", "\n", @@ -14,7 +14,7 @@ "\n", "\n", "**How to compare predictability skill score:**\n", - "As no observational data interferes with the random climate evolution of the model, we cannot use an observation-based reference for computing skill scores. Therefore, we can compare the members with one another (`m2m`), against the ensemble mean (`m2e`), or against the control (`m2c`). We can also compare the ensemble mean to the control member (`e2c`). See the [comparisons](https://climpred.readthedocs.io/en/latest/comparisons.html) page for more information.\n", + "As no observational data interferes with the random climate evolution of the model, we cannot use an observation-based reference for computing skill scores. Therefore, we can compare the members with one another (`\"m2m\"`), against the ensemble mean (`\"m2e\"`), or against the control (`\"m2c\"`). We can also compare the ensemble mean to the control member (`\"e2c\"`). See :ref:`comparisons` for more information.\n", "\n", "**When to use perfect-model frameworks:**\n", "\n", @@ -73,24 +73,14 @@ } }, "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - }, { "data": { "application/javascript": [ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 2;\n", - " var nbb_unformatted_code = \"%matplotlib inline\\nimport matplotlib.pyplot as plt\\nimport numpy as np\\nimport xarray as xr\\n\\nimport climpred\\n\\nxr.set_options(display_style=\\\"text\\\")\";\n", - " var nbb_formatted_code = \"%matplotlib inline\\nimport matplotlib.pyplot as plt\\nimport numpy as np\\nimport xarray as xr\\n\\nimport climpred\\n\\nxr.set_options(display_style=\\\"text\\\")\";\n", + " var nbb_unformatted_code = \"%matplotlib inline\\nimport matplotlib.pyplot as plt\\nimport numpy as np\\nimport xarray as xr\\n\\nimport climpred\";\n", + " var nbb_formatted_code = \"%matplotlib inline\\nimport matplotlib.pyplot as plt\\nimport numpy as np\\nimport xarray as xr\\n\\nimport climpred\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -117,9 +107,7 @@ "import numpy as np\n", "import xarray as xr\n", "\n", - "import climpred\n", - "\n", - "xr.set_options(display_style=\"text\")" + "import climpred" ] }, { @@ -128,7 +116,7 @@ "source": [ "**Load sample data**\n", "\n", - "Here we use a subset of ensembles and members from the MPI-ESM-LR (CMIP6 version) esmControl simulation of an early state." + "Here we use a subset of ensembles and members from the MPI-ESM-LR (CMIP6 version) esmControl simulation of an early state produce for Spring2020_." ] }, { @@ -137,11 +125,11 @@ "source": [ "## 1-dimensional output\n", "\n", - "Our 1D sample output contains datasets of time series of certain spatially averaged `area` (`'global'`, `'North_Atlantic'`) and temporally averaged `period` ('ym', 'DJF', ...) for some `lead` years (1, ..., 20).\n", + "Our 1D sample output contains datasets of time series of certain spatially averaged `area` (`'global'`, `'North_Atlantic'`) and temporally averaged `period` (`ym`, `DJF`, ...) for `lead` years (`1`, ..., `20`).\n", "\n", - "`ds`: The ensemble dataset of all `member`s (1, ..., 10), `init`s (initialization years: 3014, 3023, ..., 3257), `area`s, `period`s, and `lead` years.\n", + "`initialized`: The ensemble dataset of all `member`s (`1`, ..., `10`), `init`s (initialization years: `3014`, `3023`, ..., `3257`), `area`s, `period`s, and `lead` years.\n", "\n", - "`control`: The control dataset with the same areas and periods, as well as the years 3000 to 3299." + "`control`: The control dataset with the same areas and periods, as well as the years `3000` to `3299`." ] }, { @@ -160,8 +148,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 3;\n", - " var nbb_unformatted_code = \"ds = climpred.tutorial.load_dataset(\\\"MPI-PM-DP-1D\\\").isel(area=1, period=-1, drop=True)\\ncontrol = climpred.tutorial.load_dataset(\\\"MPI-control-1D\\\").isel(\\n area=1, period=-1, drop=True\\n)\\n\\nds[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"years\\\"}\";\n", - " var nbb_formatted_code = \"ds = climpred.tutorial.load_dataset(\\\"MPI-PM-DP-1D\\\").isel(area=1, period=-1, drop=True)\\ncontrol = climpred.tutorial.load_dataset(\\\"MPI-control-1D\\\").isel(\\n area=1, period=-1, drop=True\\n)\\n\\nds[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"years\\\"}\";\n", + " var nbb_unformatted_code = \"# take North Atlantic yearmean\\ninitialized = climpred.tutorial.load_dataset(\\\"MPI-PM-DP-1D\\\")\\ncontrol = climpred.tutorial.load_dataset(\\\"MPI-control-1D\\\")\\ninitialized[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"years\\\"}\";\n", + " var nbb_formatted_code = \"# take North Atlantic yearmean\\ninitialized = climpred.tutorial.load_dataset(\\\"MPI-PM-DP-1D\\\")\\ncontrol = climpred.tutorial.load_dataset(\\\"MPI-control-1D\\\")\\ninitialized[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"years\\\"}\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -183,12 +171,10 @@ } ], "source": [ - "ds = climpred.tutorial.load_dataset(\"MPI-PM-DP-1D\").isel(area=1, period=-1, drop=True)\n", - "control = climpred.tutorial.load_dataset(\"MPI-control-1D\").isel(\n", - " area=1, period=-1, drop=True\n", - ")\n", - "\n", - "ds[\"lead\"].attrs = {\"units\": \"years\"}" + "# take North Atlantic yearmean\n", + "initialized = climpred.tutorial.load_dataset(\"MPI-PM-DP-1D\")\n", + "control = climpred.tutorial.load_dataset(\"MPI-control-1D\")\n", + "initialized[\"lead\"].attrs = {\"units\": \"years\"}" ] }, { @@ -208,39 +194,913 @@ } }, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Initialized Ensemble:\n", - " tos (lead, init, member) float32 ...\n", - " sos (lead, init, member) float32 ...\n", - " AMO (lead, init, member) float32 ...\n", - "Control:\n", - " tos (time) float32 ...\n", - " sos (time) float32 ...\n", - " AMO (time) float32 ...\n", - "Uninitialized:\n", - " None\n" - ] - }, { "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/utils.py:122: UserWarning: Assuming annual resolution due to numeric inits. Change init to a datetime if it is another resolution.\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", + " warnings.warn(\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", " warnings.warn(\n" ] }, + { + "data": { + "text/html": [ + "

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    +       "Dimensions:     (lead: 20, init: 12, member: 10)\n",
    +       "Coordinates:\n",
    +       "  * lead        (lead) int64 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20\n",
    +       "  * init        (init) object 3014-01-01 00:00:00 ... 3257-01-01 00:00:00\n",
    +       "  * member      (member) int64 0 1 2 3 4 5 6 7 8 9\n",
    +       "    valid_time  (lead, init) object 3015-01-01 00:00:00 ... 3277-01-01 00:00:00\n",
    +       "Data variables:\n",
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    +       "    sos         (lead, init, member) float32 33.38 33.37 33.28 ... 33.4 33.48\n",
    +       "    AMO         (lead, init, member) float32 0.07232 0.1894 ... -0.01757 0.06075
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    +       "Dimensions:  (time: 300)\n",
    +       "Coordinates:\n",
    +       "  * time     (time) object 3000-01-01 00:00:00 ... 3299-01-01 00:00:00\n",
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climpred.PerfectModelEnsemble(initialized)\\n .add_control(control)\\n .sel(area=\\\"North_Atlantic\\\", period=\\\"ym\\\", drop=True)\\n)\\npm\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -263,16 +1123,19 @@ ], "source": [ "# Add to climpred PerfectModelEnsemble object.\n", - "pm = climpred.PerfectModelEnsemble(ds)\n", - "pm = pm.add_control(control)\n", - "print(pm)" + "pm = (\n", + " climpred.PerfectModelEnsemble(initialized)\n", + " .add_control(control)\n", + " .sel(area=\"North_Atlantic\", period=\"ym\", drop=True)\n", + ")\n", + "pm" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "`PredictionEnsemble.plot()` displays ensemble timeseries for 1-dimensional data." + "{py:meth}`PredictionEnsemble.plot` displays timeseries for 1-dimensional data." ] }, { @@ -283,7 +1146,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -292,7 +1155,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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    " ] @@ -338,9 +1201,11 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Verification\n", + "### Forecast Verification\n", + "\n", + "Optionally, {py:meth}`PerfectModelEnsemble.verify` `(reference=...)` verifies against reference forecasts (like `\"persistence\"` or `\"uninitialized\"`).\n", "\n", - "Optionally, `PredictionEnsemble.verify(reference=...)` verifies against reference forecasts (like persistence or historical)." + "If `uninitialized` not present, you can {py:meth}`PerfectModelEnsemble.generate_uninitialized` from `control`." ] }, { @@ -387,7 +1252,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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    " ] @@ -446,7 +1311,7 @@ "source": [ "### Bootstrapping with Replacement\n", "\n", - "Here, we bootstrap the ensemble with replacement [Goddard et al. 2013] to compare the initialized ensemble to an \"uninitialized\" counterpart and a persistence forecast. The visualization is based on those used in [Li et al. 2016]. The p-value demonstrates the probability that the uninitialized or persistence beats the initialized forecast based on N bootstrapping with replacement." + "Here, we bootstrap the ensemble with replacement [Goddard et al. 2013] to compare the initialized ensemble to an `uninitialized` counterpart and a `persistence` reference forecast with {py:meth}`PerfectModelEnsemble.bootstrap`. The visualization is based on those used in [Li et al. 2016]. The p-value demonstrates the probability that the reference forecastsbeat the initialized forecast based on N bootstrapping with replacement." ] }, { @@ -461,7 +1326,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", 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    " ] @@ -489,8 +1354,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 8;\n", - " var nbb_unformatted_code = \"for metric in [\\\"acc\\\", \\\"rmse\\\"]:\\n bootstrapped = pm[[\\\"tos\\\"]].bootstrap(\\n metric=metric,\\n comparison=\\\"m2e\\\",\\n dim=[\\\"init\\\", \\\"member\\\"],\\n iterations=21,\\n sig=95,\\n reference=[\\\"uninitialized\\\", \\\"persistence\\\", \\\"climatology\\\"],\\n )\\n\\n climpred.graphics.plot_bootstrapped_skill_over_leadyear(bootstrapped)\\n # adds gray line where last lead p <= 0.05\\n ph = horizon(bootstrapped.sel(results=\\\"p\\\", skill=\\\"uninitialized\\\") <= 0.05)\\n plt.axvline(x=ph.tos, c=\\\"gray\\\", ls=\\\":\\\", label=\\\"predictability horizon\\\")\\n plt.title(\\\" \\\".join([\\\"SST\\\", \\\"North Atlantic\\\", \\\"Annual:\\\", metric]), fontsize=18)\\n plt.ylabel(metric)\\n plt.show()\";\n", - " var nbb_formatted_code = \"for metric in [\\\"acc\\\", \\\"rmse\\\"]:\\n bootstrapped = pm[[\\\"tos\\\"]].bootstrap(\\n metric=metric,\\n comparison=\\\"m2e\\\",\\n dim=[\\\"init\\\", \\\"member\\\"],\\n iterations=21,\\n sig=95,\\n reference=[\\\"uninitialized\\\", \\\"persistence\\\", \\\"climatology\\\"],\\n )\\n\\n climpred.graphics.plot_bootstrapped_skill_over_leadyear(bootstrapped)\\n # adds gray line where last lead p <= 0.05\\n ph = horizon(bootstrapped.sel(results=\\\"p\\\", skill=\\\"uninitialized\\\") <= 0.05)\\n plt.axvline(x=ph.tos, c=\\\"gray\\\", ls=\\\":\\\", label=\\\"predictability horizon\\\")\\n plt.title(\\\" \\\".join([\\\"SST\\\", \\\"North Atlantic\\\", \\\"Annual:\\\", metric]), fontsize=18)\\n plt.ylabel(metric)\\n plt.show()\";\n", + " var nbb_unformatted_code = \"for metric in [\\\"acc\\\", \\\"rmse\\\"]:\\n bootstrapped = pm[[\\\"tos\\\"]].bootstrap(\\n metric=metric,\\n comparison=\\\"m2e\\\",\\n dim=[\\\"init\\\", \\\"member\\\"],\\n resample_dim=\\\"member\\\",\\n iterations=21,\\n sig=95,\\n reference=[\\\"uninitialized\\\", \\\"persistence\\\", \\\"climatology\\\"],\\n )\\n\\n climpred.graphics.plot_bootstrapped_skill_over_leadyear(bootstrapped)\\n # adds gray line where last lead p <= 0.05\\n ph = horizon(bootstrapped.sel(results=\\\"p\\\", skill=\\\"uninitialized\\\") <= 0.05)\\n plt.axvline(x=ph.tos, c=\\\"gray\\\", ls=\\\":\\\", label=\\\"predictability horizon\\\")\\n plt.title(\\n \\\" \\\".join([\\\"SST\\\", \\\"North Atlantic\\\", \\\"Annual:\\\", metric.upper()]), fontsize=18\\n )\\n plt.ylabel(metric)\\n plt.show()\";\n", + " var nbb_formatted_code = \"for metric in [\\\"acc\\\", \\\"rmse\\\"]:\\n bootstrapped = pm[[\\\"tos\\\"]].bootstrap(\\n metric=metric,\\n comparison=\\\"m2e\\\",\\n dim=[\\\"init\\\", \\\"member\\\"],\\n resample_dim=\\\"member\\\",\\n iterations=21,\\n sig=95,\\n reference=[\\\"uninitialized\\\", \\\"persistence\\\", \\\"climatology\\\"],\\n )\\n\\n climpred.graphics.plot_bootstrapped_skill_over_leadyear(bootstrapped)\\n # adds gray line where last lead p <= 0.05\\n ph = horizon(bootstrapped.sel(results=\\\"p\\\", skill=\\\"uninitialized\\\") <= 0.05)\\n plt.axvline(x=ph.tos, c=\\\"gray\\\", ls=\\\":\\\", label=\\\"predictability horizon\\\")\\n plt.title(\\n \\\" \\\".join([\\\"SST\\\", \\\"North Atlantic\\\", \\\"Annual:\\\", metric.upper()]), fontsize=18\\n )\\n plt.ylabel(metric)\\n plt.show()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -517,6 +1382,7 @@ " metric=metric,\n", " comparison=\"m2e\",\n", " dim=[\"init\", \"member\"],\n", + " resample_dim=\"member\",\n", " iterations=21,\n", " sig=95,\n", " reference=[\"uninitialized\", \"persistence\", \"climatology\"],\n", @@ -526,7 +1392,9 @@ " # adds gray line where last lead p <= 0.05\n", " ph = horizon(bootstrapped.sel(results=\"p\", skill=\"uninitialized\") <= 0.05)\n", " plt.axvline(x=ph.tos, c=\"gray\", ls=\":\", label=\"predictability horizon\")\n", - " plt.title(\" \".join([\"SST\", \"North Atlantic\", \"Annual:\", metric]), fontsize=18)\n", + " plt.title(\n", + " \" \".join([\"SST\", \"North Atlantic\", \"Annual:\", metric.upper()]), fontsize=18\n", + " )\n", " plt.ylabel(metric)\n", " plt.show()" ] @@ -537,7 +1405,7 @@ "source": [ "### Computing Skill with Different Comparison Methods\n", "\n", - "Here, we use `compute_perfect_model` to compute the Anomaly Correlation Coefficient (ACC) with different comparison methods. This generates different ACC values by design. See the [comparisons](https://climpred.readthedocs.io/en/latest/comparisons.html) page for a description of the various ways to compute skill scores for a perfect-model framework." + "Here, we use {py:meth}`PerfectModelEnsemble.verify` to compute the Anomaly Correlation Coefficient (ACC) {py:func}`~climpred.metrics._pearson_r` with different comparison methods. This generates different ACC values by design. See :ref:`comparisons` for a description of the various ways to compute skill scores for a perfect-model framework." ] }, { @@ -552,7 +1420,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
    " ] @@ -620,13 +1488,11 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We also have some sample output that contains gridded time series on the curvilinear MPI grid. Our compute functions (`compute_perfect_model`, `compute_persistence`) are indifferent to any dimensions that exist in addition to `init`, `member`, and `lead`. In other words, the functions are set up to make these computations on a grid, if one includes `lat`, `lon`, `lev`, `depth`, etc.\n", + "We also have some sample output that contains gridded time series on the curvilinear MPI grid. `climpred` is indifferent to any dimensions that exist in addition to `init`, `member`, and `lead`. In other words, the functions are set up to make these computations on a grid, if one includes `lat`, `lon`, `lev`, `depth`, etc.\n", "\n", - "`ds3d`: The ensemble dataset of `member`s (1, 2, 3, 4), `init`s (initialization years: 3014, 3061, 3175, 3237), and `lead` years (1, 2, 3, 4, 5).\n", + "`initialized3d`: The ensemble dataset of `member`s (`1`, ... , `4`), `init`s (initialization years: `3014`, `3061`, `3175`, `3237`), and `lead` years (`1`, ..., `5`).\n", "\n", - "`control3d`: The control dataset spanning (3000, ..., 3049).\n", - "\n", - "**Note**: These are very small subsets of the actual MPI simulations so that we could host the sample output maps on Github." + "`control3d`: The control dataset spanning (`3000`, ..., `3049`)." ] }, { @@ -645,8 +1511,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 10;\n", - " var nbb_unformatted_code = \"# Sea surface temperature\\nds3d = climpred.tutorial.load_dataset(\\\"MPI-PM-DP-3D\\\")[[\\\"tos\\\"]]\\ncontrol3d = climpred.tutorial.load_dataset(\\\"MPI-control-3D\\\")[[\\\"tos\\\"]]\\n\\nds3d[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"years\\\"}\";\n", - " var nbb_formatted_code = \"# Sea surface temperature\\nds3d = climpred.tutorial.load_dataset(\\\"MPI-PM-DP-3D\\\")[[\\\"tos\\\"]]\\ncontrol3d = climpred.tutorial.load_dataset(\\\"MPI-control-3D\\\")[[\\\"tos\\\"]]\\n\\nds3d[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"years\\\"}\";\n", + " var nbb_unformatted_code = \"# Sea surface temperature\\ninitialized3d = climpred.tutorial.load_dataset(\\\"MPI-PM-DP-3D\\\")\\ncontrol3d = climpred.tutorial.load_dataset(\\\"MPI-control-3D\\\")\\n\\ninitialized3d[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"years\\\"}\";\n", + " var nbb_formatted_code = \"# Sea surface temperature\\ninitialized3d = climpred.tutorial.load_dataset(\\\"MPI-PM-DP-3D\\\")\\ncontrol3d = climpred.tutorial.load_dataset(\\\"MPI-control-3D\\\")\\n\\ninitialized3d[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"years\\\"}\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -669,10 +1535,10 @@ ], "source": [ "# Sea surface temperature\n", - "ds3d = climpred.tutorial.load_dataset(\"MPI-PM-DP-3D\")[[\"tos\"]]\n", - "control3d = climpred.tutorial.load_dataset(\"MPI-control-3D\")[[\"tos\"]]\n", + "initialized3d = climpred.tutorial.load_dataset(\"MPI-PM-DP-3D\")\n", + "control3d = climpred.tutorial.load_dataset(\"MPI-control-3D\")\n", "\n", - "ds3d[\"lead\"].attrs = {\"units\": \"years\"}" + "initialized3d[\"lead\"].attrs = {\"units\": \"years\"}" ] }, { @@ -689,7 +1555,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/utils.py:122: UserWarning: Assuming annual resolution due to numeric inits. Change init to a datetime if it is another resolution.\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", + " warnings.warn(\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", " warnings.warn(\n" ] }, @@ -699,8 +1567,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 11;\n", - " var nbb_unformatted_code = \"# Create climpred PerfectModelEnsemble object.\\npm = climpred.PerfectModelEnsemble(ds3d).add_control(control3d).generate_uninitialized()\";\n", - " var nbb_formatted_code = \"# Create climpred PerfectModelEnsemble object.\\npm = climpred.PerfectModelEnsemble(ds3d).add_control(control3d).generate_uninitialized()\";\n", + " var nbb_unformatted_code = \"# Create climpred PerfectModelEnsemble object.\\npm = (\\n climpred.PerfectModelEnsemble(initialized3d)\\n .add_control(control3d)\\n .generate_uninitialized()[[\\\"tos\\\"]]\\n)\";\n", + " var nbb_formatted_code = \"# Create climpred PerfectModelEnsemble object.\\npm = (\\n climpred.PerfectModelEnsemble(initialized3d)\\n .add_control(control3d)\\n .generate_uninitialized()[[\\\"tos\\\"]]\\n)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -723,7 +1591,11 @@ ], "source": [ "# Create climpred PerfectModelEnsemble object.\n", - "pm = climpred.PerfectModelEnsemble(ds3d).add_control(control3d).generate_uninitialized()" + "pm = (\n", + " climpred.PerfectModelEnsemble(initialized3d)\n", + " .add_control(control3d)\n", + " .generate_uninitialized()[[\"tos\"]]\n", + ")" ] }, { @@ -746,7 +1618,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 12, @@ -755,7 +1627,7 @@ }, { "data": { - "image/png": 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9v+nx+KxL3jqPUkIAmNzjtaLoqDqrC2BGHpN5opEnGjlcJFk05XzISHh06SkbWkoYHMR9mYhhTCRc+M550iWZtawRJjhd9nztP5xa0q9XvPYDuKbBGXAhkDU5QiZEECnJRHiteMEPCKHw+T95x8MeN+8qbBLhohbt3YOjfnfFi94DQFo6lLW85rm/jo8NOGjkEujaVnKCr/TJjUt/bBc6PnqsKg+mGAcGlZzWDEElSjZjQf6vw5rlDVjjiYYqvFf+PP/d85i2ZHPXZos5NfkvQAL4WlKcgG14or6SLEt89Pk/mvKD7tSQ5SyiXA/f/O0xWfCy77yK0YwBBd3MM3UPvPAz1+A1REPPtJXApHvfQxz8KYYXv+EavKo2ywgR1oRsFsnAWtl4KSf/VoEIKqcsKlfQdKA93im8Vygt0a33YHNhIs78w6tQToXxr1AWXDweuLe/69Sac1/8PVejVXiWlcyzwzlN+4DDhayZAfDw8u+4ClV6PnntLzzUIWvkXVHCRUP43J+O5+nXXPzrlLMNNpQOnVu27YcrXiJEjM5KWpHGJQ+i9niK4lk/P4+Pg6JgKGPVmUCAeSFwqzKcar4s2x5Vqlq5ULRDSVkT3HSB1xFmoEVBpiXLq7xCOSXqBSXvLzqeuKe4822nlvz5VVe8H1N6UApvNINNETZWmFFKNChRpQulHb5e5z/+2V956IMi96Iq3UuXjlYZvHb2zfIX5/BlyWs6P4yKY1E9WotqpDRvnWzK1uLlr/sgPh4rwGyq6vjOayEEdKX8UshcXIgioUqswVid6CJR40QDiQ/Oe09QlYb4wiXyXn8KTyEuVnUCsWyISiNdUUR9iy59/UwqJ2s98IhKZ1a3GeK+p2gpPv3XYxLsipe8F5doVOmIS8+Gr+Zc8eL3gFIo60gBrxXt3Q8kdyc4tVF5JXzqb8ai+te/rsM1/3kRpZ463gmnFJkA4L3/CPCRx/MznvuWeXwk0mWT+XrBQ0nNrg2bZxUroqFHhToxM3KUDQkOdOHRhUfZIE3yHpNropHUn9lUDttY8NhUNhg2keBwuAG++p9OrcDgZf/8KgiKhErmZjKIB46yYYSpTkBbFRYK2Xi+8PuvOSpQPRaqTWze1Xzm/lJbrVC5RRUWZYXmVqMS5RyUFsqSaOVUE9CcPFz6Y7uEuAoBgBBa8jtZ6EXOXXTAhwyvB/JZJbWMDS9j24oEUTl5v8mC/C6R7z5eUUeV4ygL6aJ8zrE8QU4mzn/3PDoE8SLTlM2j13JdFZmgC9ChjhnEo+MbH3zoaxlmCf5BVLMuCqVOuQt+KB7lPDqzQjhO1LZHoQpeK8WITaFoQdny6EJBIVJwZamJobIFqlDQCikw5XG5oQQazZzcKqh+vILIhXHg8YUEzDpXpAunZmZXuWpTKvOuTVS9HnktQT9KSYDrPUqpWqXwjx95aFKhyhB+5XcfOMbNsEQPC7xSqLJEWS/zbSjvM9EpvBN4gvHMdwmRoKwkC8xQXq89PdZ4zqA8OlMkyxIDyGsEEk3mJzOCciBEpI89ZiRj02uI+iFb7OT9FPL+U8135VVXvB9VOJT32EaETbWQhAp8pCjaEclKEeIqJes5Uorwsc/96kMeu/KWAvjcn90vtrAWn+d458E7+XM4QmmFdx6dF6hisiGr8PLvuAqXSPykXCB+wlTotcw9hFgPT70jiAZB6RjKG5QTUlI5ISl18AhRnroEjeq2h/dXxMItv35qjd0Xft81GC2Es/igiUIuGnmU0+hS1m5VeFjzvpf986se1rtG5oQHX2tMP0flJVSxQaRRhQXr8JM590mJyiuh0x7vUyp1wlPJO+GUIxOeCCjrafSkZEFZj84dKEVZauiIiaLJJHhIVsW8Sof3+Uhhq8m59GAUzkC6bENmTRhgbyAaSXay6BipiVUKW56a8mcJ8jUuVkKopAqT+1qJUZU4ODy6krxpqRF7wQ/uAu8fUqWg7JhMOer1UiSSPjVgNTiH8mGy9R6sAzcJDgCe/yO7UBrigYxbr8P9DNkD5TzOKMqWQpdKsvVBttg4FGofW4p8RsZ7BW8ks18Z30lWDZGHB3WCdlB0IV49KZf+oDjvPfPoYChZZVa8Ate2mJFMb8qNX1+rUFAeLny7qBRu3PXgAU98+IG1j6MZI0qQcM+V8mJYpcAbuel6NMmQVXjRv7xGSqXU2NOj8rTAyxzqQ6lOlf1SLvzehc1WqYNPArhSU1oDiYOBkfcopEyn4UiaBUUS4QtN1I8ppsTr5lTCC7/vGnRQJFREgvxIlspFqvaLESPVoIpz8torXvsBAD750QcxuFsj410L34hQpcM1Y7xS6EJDXopPUCBwKSZjt0Il6056khTQRZgzlZJNrxr7IEhpg2xAop4oGMqGKER0KTJykyOKhEDqVkaL1eZM53IcXY6VVqcaqrjJxZqiG0nckIxl76JgRORFAE4IBWW9GAG6Y0vAKyT9YzOxPs8hitBGNl7eynj1zgMWl+d1UuKpjpd951W4REniK3eyvidSkmtjUcq4FPBjtaIuqL2WklUoQixQqRJM7olGijJ4EVXGoroQAsKtKVXz9tQbu5e9aRcmDC0XyZjNu4psHTSWVE2waPy4LM5JnK+sf1giV5fje7AWUiZqg1pHJmZV2qMIXJXlJ/hqJ3i8cSxVQoWnmjrhKUcmXPamXTRXrdSAlUFZkDl5oL0JmwMj7uGxEhKh9ER9mW0b+wqyTeIoU7Y0KIXJHbZhiJdzdENuqYsVUb/EJYa4Zylbmmjg8FqTd08douolr78aPNimLDJ5R5QH0UCkWklPNq2+MtQJUlyC/L1iWJVTPO9Hg4lM5seMtYZuCGjN0PHyb/8g0aBElx6bGsqNTVwsJmHOQJQJyaNzR7owQg9y1JEVrtzxs5AmHHzVVvKOHO+hNoCnG178PVcTaRlrZVOjnMIUsrFQha/Jnch6GgueYioab9yULJockT+Xz9aiFJl1+MjjRgYN5F0nG5ZSMmaqUJihEAjKrjFiOkXwtKt2YXxQUERS2uA2Z2zbtMiW1ipf+fy52FLVhn4QMolqLKfXIWC45CfmRVrvQyAcpOcdOrV0GWT+UH4cI+cdHYKqoGIKpI5y0LnHorOCK170HrL1KUtPiyibD3TOP93xktdfLSrkIC1tLIqSIx6I54fOpJMDSgLSihgCIV7jFY1NE/IZQHnKjsMnjpyYuF2gpzKy1RRfKvTQ4J3CRpaZuT7OKXqrMyRLauwlcgrghd9/jQTcRgiE/hbxjii64oCerGjx7ClC0G50PTbxWsazl+f+5d9xFapwtXu+MwqvFd1pQ7pkRY7eF7LAG41rRthUbrBNVVA6+aC2c8QHe6gs58qz34lvptjpJgvPaQPHVjmczrjw7fPETjb46YpH55546PAKRnOmlou39lVmoQpvpPORj0LmswWjNpgBmKBESRcV+bR8hi4Yz2HB9M4bKdOqVGinCl7+ug9KaWgpiZXlc5osP01RtjyuU9K8N4J7CGqEihT0uNTgdYQ3qlZqfNvL3osZlqhBLsqFYOC4CfBxhMoLrjz3F/ALi/g8Rzeb6DO241sptpNStiKU9USDAjUq0fftw/eHuGzEFfoNoDTmWedRzMqi9fef/Lcn78Y9wXjZP78Km0hCKFnK5T7nJV5rVNmmbMRizhxIhEpFUxneugiyOVHhRH15Pe9AYwlaBx1Hnq7xZg0572RNjbyMX2XFjPxUGrvP+9FdRFZK48qm4sgzNMWMo7VjmS3dVRYPbw9lihANg5mo9fXaX5edZZ5XvvoDouYKUF5ihnWIMkdncuFVBw2lQ8y1sc1wfYxy4glmhiWmNwLrUbkoea487xcp13cZbUwZzRm+9F9PLRXzBGMcS5VQ4ammTnhKkQmX/dAu4r4jGjhsQ9dyrCrTowtJDSSrbhzoxbIj8yYB74kGJfFyjm1GRFbhUo0zCu09PtK1g3HZjiBkl3yVYVLCErtY8Zyfm+eGf3dyA7OqtVLd+tKEjMrIM5oTmWY0UsFoUtWybZuODdMqFlvqyxTpoiJZ9YFUcOiqC4CrTNAkoB3NRmRTmrKlank9TjLnpuUlW+YbJJEhWh1AUUKWs/Gj97D7e848WbfspEFbwMoYKhuVn4VszpIVK5I8LxlN29LEKyW2JW75ZUORd8J3m3nSJQkUdKFxDVcHrGakKOakpkclDvqGuGfqDXcV8J7/7vmT2l7v7N/ZJYaKVtWZVxeDnbI8c8c+vm3DLSzbJl/qng3eEK8GqWIEZTJ+v7YIgRA2C9EIVAiuKl8UCK/5oAyplA9R2LSt2fhCyCSGVlP5TEJ6xGH6Ga3eiNbdcO93rHsibtEpg6obS0Uk6MIT9W0gGzXRUOFiQ96lbleqynEHkWjopQTHQNxXOKMougYfGbL1lqLUpNMjWtNDytJQNCJ08FIAiIwTMzuliAYPeapPCC77oV3gwYRnqir7yKcg21zSnBsyPNIkPxyRrIhKDMZjzKtqMyZjTFshX02uiHtWsozWg/U0D4sRHt7jI4XTWrpDhPXORwoXaxnrRjbBsi62iRc1anWIWu0T9Qds2rvAgSvPeKJv10nFRT8t5VO6IBCFsrFQhcNYTzTUtQO8Dl0c5N5Tu7I7o9BW1SSsKmWusan8mc9JW2llwaVCJLlEvBa8CZnOWFrUnsx2vJVfhyldreR0kWa4QdF49iLr2n1yG7En3yibWCvKBJeaQKgYiafSca1+NIyIe5Z0QaEyi+6PwDkoS9RwJAmeogCt0Ovn8DNditkmLhGT6DJVwSxQoRsRSbYedWQJv1CIYsE77Ddug5c+56Tdt5MFF0myIepb+a7SCJMLodDYvUzZmiUrdE046LKaa4MBoQGUYbhx3IXMBHVN2QyeHvHYqyhZEsWkyT1eaSGRSklAnOyxe9kP7RJ1ZbX3DyW3+baCpJtxwYYDnNU+zLXpduxIEQ0kRl9LFkjrTFGGmWw8f+JBl07iW0LMUEgy4YoXvwei0IKzG4sXWSTksXJQTEXBu8GjB7mwjKMMrCU6tELnEIxeuvmJv2ETPCI8lCqhwlNJnfCUIhPwwji6NLBIRuGUtF7SuRNDLwgZXyATWZ5kiAJTGWn0SPofRz2JCEcbG6EG2GCGpWSMStmA24aWVkmrJUXHiKzxCVaQVuzo2tZgL37DNbIQG1VLwL2SIKhoK1bPcZi+JllWxAMPma9lmGUz1INqyGY8LvX4jtyL/HBE46Ai6SnSZVlQfCSTaNlQdbCbzagxIaHlPVVNu4slO56uaGzTYLot1DCHoQQb2//8TnCOK//sp3Cb13PdV3/zib2hJwOh9hTCwhaNN7xlU2NMKEkJC2DkZUPhlbxWeXmUqSJZDhtio1ClxsVenoEidHNIHHGzoHDgVbWLkZ8nOtNwrF7iOgumZqEu06sQiLcLXrL+W3xX90Y+0n860XRGSUo0iEBV7TFDIFC1GQzmfHqoaRxW4hOyKoqkiiyoVDbVBrXyD1krI682vFWW0Sso2wZtU5LSSbDgPWf+9UGu/MtfJN8qacnTPVumSy9eM2kkMtmgWtK5Q4U6a5N7lFf1LVaIMsoUHNUWNhpKkOdNqCu3hmJKk/fbtHas4r3CxBatPfkgYZjFRMbVG7MnOjfw2mf/Ch/9+nvqf1/65l3EhQ/ErbzmjBDO+azj+RfcyYtm7+Dff+WVFN2IaCikgS5DSZMam/jVveALRdFS6AKaKniohI1s2ZK1RwV1HUDelVr9qqzEFJCs+lqZIMSuwXZSoryUkgcrm8ev/O7buPKMn8NPi0rh/u19TzfoUqw4oqGMxfr51woHxD2L16aeC5T1a+aDioz0mEx8aapNmosVaEiPQNnWuNQRrRp85OpS6rHEevy5TxSe96+k3d/ajKgqHCaXTVM1Fm2qyWfgR8+5nkuad/PeO18HxpNNaRIFpjDkUxE2lRaELnTZKVsyh0Z9UeC4RBMNLMmCkgyt92LCDFJPDhTTDVykyWciaScby/FMLp4TqlT4SKM6bVSvjx8E5tA79D99FYAr9Bsw09N8dPEPn7ibeZKgvHh86dJRtCN8pEgRg1Xdz2juGxENEoYbIvDQWCjr9Ux50Jln5g5PY8HQ2yakZnPB1V4W6ZIoqXCIYrXqghbiW5vK3/0DE7aPKy5/1fsA6g4gl/3Qrvp+AEFl6ylb0JwZ8qxN+/lnG27gUNmlbEGyTChbCoRZPO5iBvIM9zdHKA+tA6WobiJdKxOqeNqlWvYBrvJQU/Vzo7zMD3FPynm90TJ2B6HkwXkohExbf91dXLn5J7FnSZfBh/MbmeCJw0OpEio8ldQJTxky4fk/sgsTyhp8pMaTi1HY1IQaQIvOLdm6VIJd58XZtnQ1mQAIU55L7a4Z5DQOgm1F2ETjUoMuxIlbB3Ye76XdYkOjrBg6KietKde2h3ncsObUX/yGa+QcgMpgry5jQAKowWZwTRcyCpo4rMumoG61Vxnz+UTatWFkFXLbRvRmYvTA0L5Xo21lagn5tGxazUhRtsA2nWzmtNwnPdSYgaZ5AHQkEnJdGnwq6TmV5eNa3srYyT/BkdZJwMu+8yq0A2fGChEfyhqqUpJq0bapCiUJUZ0hVzYsXn1f9zhOeqBLTdlUZOtCzV4JpmewXdDGoSIn3h99+f6qhdA9gbNGsWaiPmfXLglWymphD5tPB157tIazk0Mccik922C6O2TRaiHxnBAO3oSx2rDo2BFFYxKxP52iMk28bFClquuXk1Wpda5WAhdRB13yQugg4SQa08X4vUXboIuUuLBCiIGQQvq0XldqqDJku5WoEpSXDTTBn4UQhFXdcEDmGWmjKze4apGorRyjsw+G6xQml3pz21D0u01MajHxmO0qsggXufrYyj4y080ThXJG0tGXvlnGrVlj/eJ1uPYQhPum5TXrv0GsLNpIW8GyQTA+C+1fDXWdvUtETqwLeT5VAt6Y4KcSPr+hsI3w/Af/G5tCZTQs5A5BISIZZxVGro/WBEhhjr1y+89AHB21npyuuOQn5sdjLpSUVHOsjxTYQNwE1V7lx1I5wMs6KeRCXHpcLt+58jBcp1GlInLQuU8xWmewqagRAMxQ13JzFdSTLoFz3z/P7b/0+I/duDdeU1/2nVehc7lOCBufQIBJPAPnp/u4olny9l4brCKblZpIl8SMZjU2kQy1C8qjYlrKlMyKIZ9WuMgQjTTJjJQtmGJMygBEQ0s+JS338s6aMksPppDyskr5SRyhux0oS1x+jBp0d/oP3pe8/mpM5jAjK8afTVEgxD2Ni2JZi4J/RdxztbpDrZH0Vwqc5iGHtkLgRAOHzj0+VjQWwa8g32+DuqTSxaruZobmqHn9iYAejef/y960q76Wta13IZR9Ag1TMGMGHCq7dZmRLn0oGfP4UJ6gS0mI5V3FcIPcpKIdk6x4modLXJgvK/XBcJ3EHPHQU6Zi6l6dgxkREjPSPlVKfxRoLQpcgMr3oyIX7Okf5z6Z8EhUCRWeKuqEpwyZIJJZJ5NJeDC19cHkygWTOZGEJkt5MFFDeiWXaybZ+z3T3ijM0hDTl2yOTQ2Vj4I3imgoJRVS5y7/OQ5+BI9365wrXvJedFbWp/7S77q69t2T9kvik1BlXut+2QrMqsHOFXiT1AFv3g6Z8Ub4aXpwCj2STI03kjmMpjPMOsdq3EJnOiggwK/PKDODKjQkDhVbKhYjSiw2NRRNQ9yLZAMXQ9HURJ2EyHtUuwk9+Y4ogwKkN+TKsySDcu1dsng87QPzAHzrF09uGcmJRLVIeR1Iqqr2dM17dCkbCVNIzS6E79aJ/LDKWPpINmfd+zxFW9cdHXyEBLRW4azGe5HcmgKKdpA2anCtxz+wvfTHdtHfqnDnSj3uOdfsEsd/kHKYKVerDJRV+IZDaRnAXxqeRREerrRRMGwkYtCXOFSrREeORqPAOYXzsn1KkwLfVagpT95K8KVCFRqdK8xIxjA2KBL02M3apcG0qiZZVL1pxktQYhONaSXSOWskb072LGNnW1z+ypBJ+cS7OPf98/U13fHO06NOUheeMhjW1huSSMrHKrkn1NOAEAnZ2GSwyuasDQSV9SQrkE8rmSdGUHRjyimFnnIydnONQ9pI1h5wsRBmz/zFeW76wOMzdl9x5QcpW5qirfFnNXn+D+9Ch4ydcl7asgWl1lhpBEp7UlXwqeXz8WEzWl23i8dKmKoLxnCzk/GcaVBaOgSosB5l8lmiCAOlhWQEQqtBQiY9qGlK2fzFPVsrm1ykcY0EnRXgKnZCDMPUSg+/bppXv+Ddtdrt2W+fxyu48ZrTZM6t1sM1myEhAzw21aFcL2x8lQ+mmWG8UqnIJHmhrMeUMscqD+myrP/KjbuXrJ7jMUONbbr6cytiQr4nUQA+nvi2l70XH2miroSFL3/dByV28L5OugzWm7EEPKi94sBemTD/irmftHbMZoX0ymdtPU831w/oNjMOHpzCekXZjUiOaNp7ZYzGfUfcl01u0dbkU4a8LQmIsiXHsw0xBzYZJKviL+KTSBIMU110aaHXx2Wjo67Rrq6KnwLwcfeXgLT9BPjGVafH2FUOopFkuX1kgkQfXCylva4h90mXDq+Fkddhzq1VXy6U7DhoHijEuDHMRzr3xM6JisSJgaFX4wSdi6g9nCpj0sezNPK1F/0aPtKMNrawWxqUDWldrtRYdZt31XhORbpUOKc5OOpwZ7YR57UQq6p65mSjX7ZM3RLeptL1wTbkGP02ZNOKuK8xI/EQASFUbDPE0YX8e7Cp+nLkDzNUmCyhsVCgS4dLIlRkUMaMiQSlpMuDd5i79sL6Wa48/5cAuPbW9/OsX5iv183Haz2b4Nh4JKqECk8VdcJThkwQtpHabLGWz3ofgjxDPi10pQnspjcKPfLifRBrXKzJpyPwEkREA4trGFTbBTNHh3LyPp1JLaRB5IBlM9SmFb7+u00Vl7x1nq/83omfCC5/5fsg1hTdJr1tkqVuHJEFumrhNFwfajnVWHHQPOxrh+lkesRgS0zcl11r2ZLgoX+GhZatN1woURXEK7KgFJ2YQoPePCJKLHk/xueGJLH42FJmEa3uiNn2kEZUUDjD06cPkuqSu/tz3JhuIzuc0LlXhVrrhKhliPoJcRJJa52lFckyrPbwhRALV276CfyWDXReMos38JyfneeG33nyT7Jeq5r0qQIDZQkL+JpNF5LRqWSgdTDqgIpt94jztVJBrSCZBxfJ/+tvk+xToRro0AN99UxFeiRUFVgJgIvO40coPP0358kvBDeTM72+x2CYUhxsYudKvIfmzIjfvfhDxMpyWTqiqVI+cORp3NbfxGWN3dyYb2DGDFg43KXSzfvUYVoFU9NDzp09zPbWIi2d842VrRzod1kZpkx1huRFRLOR45xmlMXkqwnFlBbyAOlo4SNPOVOiIkdrakS7mbHUb2K+1KV50I97d1sJvJKlDFVYke4qBYVFlRZzpI8pLX6qxauueD/NZ6Wg1rSUOw2gc0s6KhltSGUzVro6OKvGZtLzdWcMXQDe17JQXXrxFwhBYWVY6HVo0aerFr+KweaYLJesbzzU2JbGtSwmrPeqlO/k8VTWZLOGoiVB5/IlOa3bE5oH5XnJpxQ7XnEvF8/uZkuyzKptcO9ojs/t2ckzZ4/w4QOXMrIRynjKtsMtaoyT9pk+huEzRlx61r2c2T7CStFgz2Cam3dvZtiMSPfF0BbzsHg1KJR8cBYPXTJ8BNk6K+FM5PHaizfK0BAtG9p7EqKBqBiUg6RraByMxYFcI3XtB4+A1qj+CLPiuPK8X2Tp0o0kLcnaPftt83x9/jSYcw3gIRkE9YFGapuDOk/GoK7XTq8qFUMgdHOHzlxt9Aw+OL0r4sLR8YayKf/fZFAc0KI0KTU29USFlP3YlLqsxcWenb97NXf/xDsf5uwfPV72nVfBTELR1hy6RFFuzpn9nExEvTOg2JbxvHPu5M1b/pGd0RLbo5h7ypK33vb9vKCxALTZMb3E7Ztj7KFOTTS4VIiEZz7zXs7sHOEH132WzWbIkos5dH6HDx2+jNIZIm353H1nMVpu0L4lJhqFrgMh6z3a7HCzBRfu3EPDlJzVPsx9w1kOj9rcfsZm0nsT2lumiEbiIdI8NE20mmNuvRuf57ii5P49fq8wbyQ6Yxvq9TvQJVzyr+f5yn958o/disCyjQjb1EQjX6tjCa/7WAixuC8K3DrmVbL+A+gikItKoQtbd48SdaIoy9KlkmhYTbCQTRvKZjBhDCG2tER9/IiwpWdO441isFHIq3zGMXWHZjQHZcfjEse6sxaZaw5YzRqsa/Y52O9gtGdzc5V9+TTnNffXyT0bK7LZmP5mQ28HFJsKtm1fYCbJuO2+TXiv8Llcs22XHLjY4e5tMfvN0L2lqRgFa6Sio8hnPWr7gChyNNKCTpqhlee+C+bQB1NmblbEA4cum6SLU0SDkujgipC3eY4qColx9x6Q29xqcuWOn2X6sh0MNppTyuTyqYBHo0qo8FRQJzxlyASoNsxS96fzsebUJWKW6GNdB6wiYXRUPb/r7gUw7v2de5SS3t8q8iGbEWoKPbWUORpYhuuMmA55kfDamLqf7eNS7hDKAFys6G9VjDY6mvs00SDUtIXgsrtbDGXSxZKypTl0cSRssoJmWpBvG7HiGuhC4eKQHWlZTGpRTUe52EDlqu4Nnx6ROl48jExKbkDN5JhOgdKeqdYIHdo7tOKcViRlC1Fw+ZtKRmzbvMjhdpuVZotoVePu1cQ9RXNBYUYlWilxxy1tMFoKC5VSqP2Hccms/PM0mWQrea0LclqR2PtaAlsbY67N9FZeGFrGZDQKYz9IGkXCF+S5VsZw3He09mv6WxUoycpXZRQoMWHyCtRQMg5F5/HJOMgGSLLKeRHxIxd8ntXzG8TKslI22NE4wkeXn82XF3aw++AsrtT8zos/xEtat/GR/tPZEK1wRWs3N1/0BfZl09y8uImpdMTm5grfMfc11pk+Gsd+O81i2SLRlkEzZkd7kVg5bljcilGOYZqwAOQzBjPQ2JbDtS1KezqzQ+LIsq27zLbWMm6d4u+H56O/3CBd9tLqL9aYQqNsSrI4Go9TjRBhVUuoQUa8qNnyqRF7Xjld16WeDvCxRg/K4PotY67qIABhPPmxGqF6vazqS9eYf/pYBWmzjJG6xMmLx0LUUxRdXcv3y00lSntst0Tnoo1WpQSYZ/2Ha7jrpx+8le1jhYsU2ZSid7bjTZd8nj9vX8JSaUjSgpnWiNWswV985Xk074xJVuU56l9U0thwkK/es51ztx7ku57+dW7dupGbN23C5oa4UTLXHfDM7hIvmbudrh5xg9tBKyrYuG6V/QdmKKalE0s55SVTllH72kinE8aZbQ3YUNDgFWY6p0wiVpMYVYixKx6ifsScUSRLJaZqa1ZlzkYZpAkoxdRtqyxcNMVgM7T2n/BbelJQEYKVaXBFDionSiPpVjAu21FqTCQoKy2hTSiFrFv4Shl2MM/1KO+k5Afp7gBSDmCbDtuGeMkENZRk4VWpcE3HmX94Ffe8+aH73T/q6w1xT9lQJOeucO2lv8+bNv4wSVSy3pS8dP0dnJke5qPLz+bewRzf2L+Zs9cv8Mln/h9APDSeN3cPW1orfLW1jaWVFsY4Nkz32N5Z5o0bv8COeJGLkwhNl5uKARcmS+j1n+erw51sT46Q6pK7euu4xW/F9CrPBIVLPd0zlzlr9givWHcbm+JlNpgV9rZmuSdbT+k0+6amObKujRkpooFm+lspzcOG1qEZ6PVRyyt4p48mFLyjvOc+ypZsCk6xLoaPGWICHIiqkauz19WYRYuRrY8DaeAC0eDAjEqcqubeNQRAJWlVShJw1hEVnrId114rPhLVlbSgDl4WwdeonC3Z+d+lle3dP/wgrWwf8/VWSkuHLjWti5ZYnmmFX4rqdeG+GQa719Pe6zlUbKD/XSvMdQZ8Zf92Xrj1bjZ0V9n5bXdz5+F1DG7pYlNRHHXOW2TnzCI/uOVzJMry4calfOG+M8l9gjkcYwvNpc/5Fntmpzg02CKmqtMe25K9g5nNaTRzWklOElmeObufM5sLWK+5ub2Zr7a2s9BqYXpiRpwuJjQPxcxkoctJeYxgoLSgNVOfu4elN519Qu/lBA+PR6NKqPBUUCc8ZcgEMQDUxJEiWs7BqHrDXblaS49ZkcVW9Y4VKVDJv3QhjjNituTHmWGlEBlCCD68yKRcLJKypOcoG7K5jwYOrzRFsuazTiBe9s+vIkZkbd6o0Ps6mOKEOswog+mbC5LFESqTGrpUKRbPnSVbJ4THwt5pZjavsLxJw8iAVdIy0CmR4nodZKCK7l1BRqvH/dy90RRtKBoG1ZJJsRkXNKMCrTydOGclT9HKc1dvHa2ooBNlnNFdZGt7hXtas3gPy2c3KUYR6z6RYkYpkdZEnTYMhtAfjOsggyRs6//3Tfb+yAWnhSoBROoZDZyYVAYCqjLzqjZfLgoEgmHci75a/9cmZPyaVpJGxn00dLWrOzhcpBlsUbW5UjbnUFbTWJC6b6+FUHg8zJWe8WvzuO64fnjYS9mfTXNm8zBfXTmDkY359P6zWbx1HY1Dii23WqKB433X/RD7ryhQxvHmiz/Dixv7+M0NN8lBt8sfmS+IlcF6h8OTqlXgZr5gnkaqCi5q30OiLAezLkt5g8VhJN4UHUs5XaJjSzMtcV6xodOjHefMpEMAEl3ygnPu4suNHYxu69RZDl1AY0PC7G2KuFdKC79hgYpcaIXmwDl0PwOl2PG3h7jvdRtO/I09SSibBjO0tcdMVWLjjRrXoLOmBKJKcoWsupha+tpIUClRGKgIbPBaqOrVo6GYc6K9OI/HlmY7J8siSgVuKcJklWLnxK7nL/qX10hJQltRdoCZnItbd/Nn7rnYzDBciRmWbWa+adi46mkeKkSK7DzrboLbLj2XtAW3Fpu59vyPwCZYPGfAEef41OBsZkyfzdEy1msSZVl1DWLtODRsk7RysjIQLX1D0ZJ74U0wu1OEdppeLM2dQuei/HDaY7OEeCZDT2WkcUkjlrl6edBg/0yX7t2GqbsLTGpIsraU6mQ5lfeHXhmy4VMjNnxK5LenA2wsJcwQOjMoaW0MhNKwKnkAei0xy1gibpM17TzXGtWFsWw8GKQmWjqZaCGAIs/MthVW8hlMX2Ny2aSZoR77tJxAPPct87SQuu6io7h4yx7OiTr8xNn/yKptcHe2gS8tnsmHFi6h/OY00QC6+z2HfIcf+PFX8HNbPs7z0phfW38zhS/529lplmyb20abcV5xTuMgV7aWyLxFhy37eVHC0Bdc3rQ47iH3Ea+cvoVndzo0TMlthzaQjWKcU7Q6Gc/dfB/bG0tc0NhNI7CtGsfWZJG3nvFPfGPDdvadMY3G87XD2zjcWU/3nphkaR3RoQQ1ylDW4a3Fl0c7YG9/z2fZ/SsvOundtU4UXKSCt5Kvu7lUca5XsuZX5EDtYROMmn0VF4caSuXHpQ8oVXu9VONQOhmI2bCUzqraG0NnyJg3Xta7xwGvuvz9+O1J6HqiWHpWifnWLD7ywVAaGgcU03c5kuWcdP8qqrCs+5Li5p/diDeeTxZP47z2fq4568P0d8b8x+2Xc29vhiODFleecTNnpYe4KN3HyGsu7O5hy7nL/O3dz8TeleAjxV3LczTiAv+MHlFS0owsvWFKGpdcsnk3qS4Z2pjUlDyzs4ezk4NM6REv6dzKDdNn8nfrn86gjDnc66CN48ChDibr0DyUE2tQ/QjV70tJq5UEmrIamg3O+PP7uPeNjzxDPsHx4bGoEiqc7uqEpwyZUMEbLUQCSF1irHGxqdlbae8kk6QunEymXsgCFzwQyuCwrdcwt96I5NxFGqXEzNEMSwkyjKZ50DHcFFM0FbGT9ouVdP1Ekwkg16W8p2wooj5kGz1xD6bvkoxoNHCk+/vCfFbzvFFs+UyffDap67/6m+ZQLxvhgfSwLBjFtJMuhcajc028PJbUgxAR1b+jIZS5xukIgjlaYQ2xsWg8vTwlNSUORek0S1mDF62/i8IbzmofpvCGvcMZVoqUm5+/nXgQ0VCgfBvdTOT7GY0gL/BlWRMLW//oRq7823F92emAKkurLFB4CN0xKiO7KsCtMrp1a8Pq9eo4oZ5fiCD5RTSSUh1dyAbNplpqtRvgG5bRmZZ4pepTJz/R8MRfo5AiIulVmcZ72DuaZioa8rk7zsKVhrnPJWzoSRurZFXa4bV3jzj7jzWjuYS/uP5y/qR1Oe7SVV5x5u3cvrKBfp7yHdtv5J91b2B75JnVLe4uV/la/1msFA2e3TnEOfEhYuVYl/YY2YjEWJKkRJvxfTXG0U4KNrV6NExB7gzfXNpEMyrY2lrhsu33cOfUOvp5gtGO/jBldW8b5WJaBw3tPSN8bHA6QeXl2JRxjfHSjg/fx+Vf+m3g9Oj2IJlYIalcMOmqMlZShyvkpJjd+loto9cQ+HU/c2Sj5r0ay8td9Rny4yLpbqAjx7pOH9dW7PPT2JHGjIK55uOgWqrago42SFZqfzmDzQ3pvQlRD9Il6O4tUaW0GFZlmDCVYuNXRxTdCG4wPO/TP8HC80p2nn2Afp6wc3qRy2bv5IjtsClaZlu0RFePeE7rHlamG1y8bjffWNrCnqVphoOudHhprZHHR2KoK74fClUocAqfipqBUpGvJGzdcQStPLG2NOMCox2Hz9Ispy1MFgVzxzbRcoYOHR4oSiF0o6jeoLziyg/yyWt/4cTf4CcYJpPxZTJXG9nBWE1TeU7gpZypnlcV2ERjU6nlNyOHYo3be6SE0C09JhNCSQwEI8pUUwwMnTRjdWNGcSShud/g2kEZ0X8cGFwku1s0FUULBmXCveUq/7D4Ur56YBujLCb+Uoc4g8ZQTOWSVRm7t/73Z/C9F5wvMvZOydy6Hv/nOX/E/1l9BkfyNmc2F1i2LT42nEbj+GL/HG7rbeKKdTfxA93dAFySLvP50TrOTg7xdPaTbCz5VHIe+4ddcmvY2T3Cszt7mIt65D5iybZZdQ325rNkLuK57bu4cuoGYuU4OypZ3Wz51803cuf29SyutpiONclgiB8MIcseQCaAEAqvfv+XAPhY/qePyz1+IuGNkjIb6/CRDm3OdT2/ArWvAV58mJT3uNSI2XgYx16NSV8UQVWnwFUtpccdo1Q4sG1ICRVa5nXbdCQt8Sg60bDp+HkYrleoxOKsorHX0DwkirfpO0dEKyNZb7MSjAbrOO+/DSi7CWWzwV9Ov4Y//K4Xc9VFH0Yrh/eK2eaQ23sbWSkbdM0I6xV/s/dCXrDhHqaaI47oaaIVTRKVNKOCszYscE73MKku2T2YZToZ8oKpO+jqEfvLaQyOrfEi58QLNJQjVhBzJ3umZ2nqnN6clBX1N6V8+raLGM02mFWgp1tEuy0KicPxXhIRVp7BM/70Hl5z3a8/NbqanWQ8FlVChdNdnfCUIRO+8D/fzoveeA22ZTDDSIwVcRAWd6gCVi+u1qVMxIFJCLJyVWd9VSESxcqh2StxfNXlWNqovMcMwibBKOK+wRkjBnk6uEQjAehlb9rFF/7niTFd+6e/+Xledfn7xQgmEeO8aMmQrEBr3wibGqJ+jrKW2ijKe7wF089oFFZakuUlrbs9rUPTFC1FNBxH4GUrogi1YSYT6bEqob9VguZoiCRdgyrCW0U+SFhJGzTikq4eMShjvFeUXlNaw/JQnG1ua2ziVXM3M2MGbIhW6E+lHLEdfqfXpbdlHRDhtSJKDPFyhLKx1JQF6bi3FmUMfp/UmF254a34jev46E1PzlZmX/gfb+cFP7jrKGM6Z9RRBAFKSTvSKrO7ph1clXUAIZkIsl1V7ZEdwUxJTBoT62nFElzm00IamYYlWxeTLhCMGnlc2u35CCH5OhYG0sZub2+KXpEQ39FEWejeU9TPXJUNdKlBOU+yXJKshPZMN7f44uZLKBtSovGX5nL+57rLyTY4LrnkDjY1VjgwmgLg670dnJvuJ/eROOorT+k0SWyZ6wyIlCONSvqFZNYibdHKMbINVoYNbKrZyxRz6ZBXbLqdwhtaJmfkYv6hdR4rhzdgRprWfo0UwjNOfQbpKHkIco0m2b0IhF7VwMc/8ysn9kY/QbBJmFsLJ2OvCk7XBrTVGPJjEzAhJn09R+K9kAaKut83HhTjv+sCTCalDC6GKHJ044wd7UWGRczCkRQzou6I8PTfmOeW3zgx2cjP/sU7eMEP7pL64I6Mn6+tnoGOPK394pDfPFwS9Uspf1tTmkVQscXL8v3PLhfM3uIZbtxMs/AcYJYPrT+XbEax+pycLZsX2Tl1hJW8wZmdI/TLlLM6R5hLh3xhpYk9nIj5YiyknEvEG8HnGpNpVGhfqgfSlpC2RSnY3F5FK8/dy7OsZA0i7SiGMSSO0ZyhbCniQYwuHLqnZb61Fl8UKCfkwpWbf5JmHHPlM95Fua4DwMc//csn5B4/kbhx19t49tvna0KhUsBUHXK8VlKzSDUmgyKhVKELksxHVQteU5nb6RAzKF+bvFWkgs4dWbfBaAMcWunQbo/oA3axGbqbjJU75//WPLf+6okZu1/+/bfx4jdcQ2+HIlvn2JD2uK5/Ht9Y2MzK4Q5mIWLmgK+NZaOBq4nq9r6SdFljY000jDHFDN9+zi9gG5AuwvVWxuFoHRRTHr9lhCs1X92zDf3s6/iRqYNMqZRV12SnOsKMtuyIF7iwu5sN6QyF02xOlzkzOcShcop77Hp253MYHGekCxyxbW4ebaPdyri8maNJmNXwb3b8A3+avoAvPvPpaNtg7lBX4p2yBHW/coeAimS4v0Hjkw2f+fA7eem/uEqMWK1s7F0wwXWplrlYI2NRSTJLF64mu6rp2CVjh3AXklMAY5NCGZAKGRsudJLSpRKT4gKKjhfTzUaO0Z5mfGL7otumqHWKpqLogEkt1mrinqF9wNLcPyJaHBw93yoFRmEWB+jVjCTStICZb2p++/wflhbaTUXRhH2z8PUIPrL1QlTk0PtS/nrbjKw9LSln2NTqsSFdZSoacfnUTbRUzt7OLLk3TJkRLZUB0NAFDZWzyShmdVdeU32+ki4wZ3psixcpvOHufAPXPe2ZeBPjowbt/Zb2aBq9T1pReu9kDani96IQLxvgynOFxL329g+e0Ps8wfGpEiqczuqEpwyZUGGw3uBMSvPACK81thnVtbreiRJBNsGhZs8BzhOt5uSzDZQV40WvFLoQt9dKci5mTFqycLEWKVKAV4qoZykbmqIlrzeOWLIZ2TCVjRNrAKSsY7i1gYsgXfFoJ+1wdD/HrIq0up5Y8XUdHKUVs7hovNFp3btKMdPENjSDjREoaB62NA85pu4RkzWXGoqOobGkOPhcXd+7dAHinkFnsnEougkrO0oOtUritMR7RbHQIF4y4uVwfp8b8q2UXvOS2W8x8jFPT/bx0sYiz7vwv/G/zryYP/jyS2ndmjBzuyFubyY9MsIcWMIvr9YTrK8ccYPZoDq4wJVnv5Nr77z6hNzfJxpeS6u3xpKrA1RgnN31a12UpdzBh0yvKh0mk1ZQBDKianWqvSdyhHE/JhxaBwpGcxFJX5FPJ2SbSuyOvHbeLtsSKKdLqm6j9tX/dPxj1yso50qUcZhhRLptwKGlDstf38TGb5RSkmHWSOXXZq9LX29Oqz/TZUe6BHlX4xqAhtZuza33nMuNM+AST7kpR8eOQ1mHhik4u3WYLc1llrIG+5en0MqzrbtMKyrY2lpmJh5SOoNWjv3DKXqrDQbDhAN2ioPdIfsGXb53+/X8i86tbDYd3uEipr/nJv70lktZObvD9k8WRH2NHlnMqJAxqzU0Uml9Wlop4dGa6L6CYueTu+xhtD6lsZCjS9nY6rKS0FZkkHxvMla9dL3w1KURtWmsVtim+NqYfA0R4SHKxPslyjTZtKJMIbuzw+1ecWjQwTqNns5R+5robNx28em/Ps8tv3li5lwbw9LzcvRiTPusPl8+tJ3GDU1UCe19hagRrATtKMakSdUa0zp0buu5ub3bSkCvFEVLY3JoXxeRtzbxje4m+jsdN3W3s237AgDbO8uce8Z+dndnyIcx3ilYTIS4ybTI5EuIe+KC7yLIZzVuqqDVzSid5qKZ3XSijOv37WB5mGASi12N6J1bEi1F2CRiRiuahUMVFt0bolot/PKKzLkhW6b6A0wak21sn5B7e7KQTym8iZm6KycaOvIpCZmcAR+rcSckP1aBQKX4UuhCoa3DrFhIQY2Cb0jLCPFtNMo5vAczLJi9HUyRcqjTopjOmZoasuWlB7j57i1SatiwNO5M0Tlc8MvzfPO9J2bsLp6nufi1N/OFO3dyV2+OL+w/g16/wfTXYpoLnmjoauVhdc0gQyvuSZYVD+mRnI3LMrdV7RsXL2hJp4Y9CvXNBtmUwrZS3n/L6/mvL9jHj5zxOXIf8dnBOZyb7kfjyVzMgVGXLY1l5kyf/eUMA5cQK0tL5/zve59Nf5SwaXqVi+d2s5B2+afREjujFXZGXV7XGvG6nZ+EnZ/k7Lkfo79pPds+kWL2HyFqNvCjbOy35PwDuj6gNK+Ov5ePFR86Iff3iUbRMdhE0949xIxKbDOqS8xMqYJCIfh9Vd3NCosaepRz2FYsnckCzJqWiwRSTaMlZlSKKC/xI+goMLlh5SwxbR5tdijj6Q9SkqTEOsULP/ZLLPWb3Pxdv37c11kZ+S68qGB6wypzjYzVdsrsTR0ae1YkMVHFslY8zoTU0xAbKdkqSnwaoXJXlyDbKenIEK+EkrH9CWUrKCf7zXr9uOD59/DWLZ/gG6MdtHRG7iNuGJ5J4Q1PSw+wYhtsTZfYGS9zZzHDN0fb2VNIkmxztMJzkzY/NXM3+2yfIzZiWpe8MO3xxtf+B65ZuJQ/v/US7Gc6JEsNIr0Bs+eQqGtyOW/KUhJpwGs6P4xKEtTM9HHf1wkeiONRJVSo1Amf/eLpp054fDRzDwGl1A6l1CeUUjcrpW5SSv1seP03lFJ7lFJfCz/ffqI/+7N//o7aqVqVDtsU2XblcQAh41DV8ka6zgRU7wWwDROchk0wsxnLcCuvBV2MJazKespuTNk2dZ2lstJGsco2S50bXPLWeS556/xxX6tLDaM5RXt/iS6hseDZ/Jml8Eupc8N6katVrG31u+q8S1koyq7Ir2wq5mbpsiMa2mA2idTN5o5kpcQrSBah6DoJrKqMYTFWYiSHInw/Iu8l5CsJpq9p74HmASiziDiy7O1N8bXVHezO57Ao9lrHBgPLZZNzdhxAukuIqqTsJrj108LWaj1moatLGo5wwyHu4KHjvq8nC1VfZOwa9UG4TF/V4oasF4RSgSgEuyoECkVwF/fUhqMqEAnyDBBMSBVFW0iywQZFMeUwfSMkW8ORzzlcIoZuZhAydrGQYZf86+Mbuz7yKON54Xl3goLRvV2aX2wzd7MVIiEZF9pX5AFqzb1Q4BLpge6isTFoNBzfN9sIfc/joK7oR7hezL0rM+zpTzNwCTsbC2jlmW6NaMYFh4dt9vSnuH15A/cO5khNydAm7Fmexi2m2ANNbD9mee8URjkKb9hsJDPrvOKO/gYaaUE0hP7mCBcbXMPgG2uKs0srWTMnJrG+KCDLiO8+xJVn/Nxx3deThc98+J2YkSiGXFoZ1zFWeK35qeZKFTrlmJGToFcj81BLUzRVCGbHhqQuUrVKDMCMpHOPTzz5QoMDu2dZWWmSNgtGGx2jdV78FQqI+3DhO+e58B3HP+dWm/bkiKL46gz5361HZzB720hIgmBASSjtuH//dZ2VqKyQ4N5KWzevFUUnku4shvoabQvxFTGOlWGD3fesJ9KWra0VisJgYjl4sqRJFjXJwQg91MErQZQZLglSfa+wVjMoYz57+Cw+d+9O+stN7DCi7MXis9C0lJtyXBR6y3difCPCt2RtUEkSVHwOXxb4wQDu2k3j7iPHf19PEqpVJBpWrRGPXltqzw9NaN0LlVGzCutePHQki3ldw65zi48UUb8UM+FQ5iB+N5qiE5FPKZIjBpcZlhdbrOYpZ2xbwEwV0BO2wuQQDaTN6TN/8fjHbtmCbx7ehB1G3HbHFpbvnab1pRbpspREViq3Sg1WG1KH9WQc02jMsJQ1JytxqQmqComxipZkvpWV+7P7jo1ce/hCPrV4Lh85dCGfWL2Ab2bbOJh3OZy1ub23kY8cupDPLZ3DwXwKgyPWJb1hSr63zcqowcZklZGLWbIt7i6njrquRTfgeefdjXIw2tzEd9sQx6hWE2WMjFug7h+79vt3/gGvPZkQ98Q0tewmR5c2RKpW2yg3bl9aKWVAynR8JPGVtJAM826spZS3KpGoVHXBl8GMHNm0orEgahQSx4aNy2yY6REZh9Ge0mrSpOS8D/8W5334t47vIj0cuMyjVw3Le6fYfdtGmh+aJT00kHU1GvtDoAlErsJHGlWEDhatFNdMsd1m6FShMLl0rUpWpCQ57geTyVA6pgsopuX/nxEt86LW7cyYASMf87nFs/lmbwv/uHI+h8sp7i7WcWcxw4prsmobHCinuCdfzyHb4fNZyU15hkHRUJbMKzIsI295Yed28mHMaD1ks5GYxhsjhG3dokjVRu9Yh89z/OISr5198/Hd1wmOglKq+d8+tMJP/MjMcR/r9a/r8NkvDVFKbTn+Mzt18ISTCUAJvMN7/wzgBcBPKaUuCL+b995fFH4+8nh8uLQnC9nZ+0+kQerNmkxtRTTofNwu0gXC1ivZ0ERDyfyazKELi87t2HTJy4a9qr1UgWjQpSefMtiGCj3Ipb5Laifhkp84vgDBBWfdomNIVhzde0dh4qGeXFVppYasDKyzVhCZNSY81AoMk9k6iC/amv6WpL4fADqz6MwSDx3psgSxZddiGwSHa7nGaABRD6KlCPoRemgwmcKMgtdCrilKQ2+U8pX927lu/zP4H4dfzEd6z6LvHC/ofIvv2vI1Rs8asnx2CKxjTdlNUN0OKjiM19AKpRVYh56Z5spNP3Fc9/Vk4fo/fHtNBFSlNSr0ea7IhOo1k1Xu4+NgaO3GpQr6vJYWfVVZjot0nTU1I4fOpRVa1NeYoSI6FNcu2zpTmJEin5FAFC+bkxPCtSr4/B1nYYaK1n2auVtLdCH93WuCJJQnuTUbrPubk8V9SzxwmJGXVqxNjmq76LV0AIiXDHpgOLxvmt0HZvnqwna+uiJu+Y2o4EivxcEjUxxc7rI8aPKtI+u4eXkTd/Xm6PcbRANFc78mPRgRH4lYHLb41mATX8oK/u9AXKVzF5FGJaMzCxafrshmI8p2jGvG+GaCT9eIxLSugwVflKJWSGKufNqJdXB/olBtNnC+LmWoupCIWZ28r5LcmsJhhqGDQE3yQhna5Eltjhpv3hj/qXMvwV/P09ivSQ9EpAci/OGUs9ctMH3WEq4pngZV1xqQueeinz5OIkyDHoqCwAwgWYXWYVF8ybyuxj8hAK+e3arUYe1mVVnx7XGJxibjrPeX/+Bt4rw+UOAUcWRJpjOWsibPm7qLreuWsaXG5UaCXwM29Xjj8ZHHNj1lU2qbo4Ei3pMyOtTiW3dt5lt3bcbe20YvRejlCD3S4GFuXY/Nm5fon2UZbFLYRFO2YorZJjQb0GxIj3Qj84O3Fjcc4eOI1z7nV3ntc371uO7tycCNu95Wj7W6NEep8XiGsSJxbcmXp55/VeGESKjq0D2YYYke2TqmEEWjbHB07kgXPekCRAcTWEw4tNJhW3sZZxXxsigZxV8k+Ch4eNYvHN/YLVue5SNtouWIeCGmud8Q96Hq5lOpweR8VU1cr51zZc2wdWtBkBgr7jkaR4ISzspzFw3k/JNDhi/feDafu+UcbrhzOx/ZfQF3DjfwuQNncaDX5ZsHNnH74fXctTrHPYN1HCk7HMynyA83iZe0kC22wcAlHLEdCj/OpgPM6hZv2fJJBhcPOXhxhJ1tQbcNnTaq00a1W6hmAx1HqGicMBKHaccV5o3HdV9PFj7/x28P3UXsUd5IVeeDygBXFxKzSjcGDVoSZ7WhYqooW4aybSjbUd1y2t9vna9NRUcl0QDSRU+yDPGBmFERY52MiayIKJxBK4lz80F8/1N/VBAjaU9zr6Z7W8TGL2q6dw5kfUjj8Xwb4vu1fml1jBtpfKyx7QhVepKeC6UfHBXP1DFUiMOSJcON3zyTM6KUvk9Ysi2uW7yQ/f0udy6v447V9dw62MTNw218c7Sd20ZbuGl1K4MQhNyXr+PuYgMLrsXtRYc9tsvIG1adY6Pp8MpGnxefdwf+vD55V1PMyDxbEwnegzEy764hFHAOFUVcueGtx3VvJxhj/t3rB9//3d3jUiVU0Frxzp+a5WfePLP3BJzaKYMnvMwh1InsC39fVUrdDGx7oj5fl57mnlV8bEI9GePNdWVUV23YAvOO9eKFgDC2ZTBiUh5ULtLcOsNWM/gKpcdMb7xa4I0iVqFurcq4hYlJlx4bK6KRPzpIfgy44sXvwW5q0DwsNeTxalHL2nHgjUH5sVkheg17G96DXrsR9bW5GIic1xTwDx//JV7+HVfhIo1WFhcbylSR9DztvZLJ0aWwuNKBQAIJCAGFkjRH1AdTeHpbFdFyxChJGFkFmWG10arP41A7ZYNZJVaWi3fu5oZoK+5rDYz1lA2D2TSDWRmh8gKf59I+Uil8kDG6vfvQaeOx39iTiMt+aBdJz9akAdZXxuzSXSMQPT4RtUs0HHsmeKMouvGa7IH0jFbW1aZhNpUgtQoSdOlJl0tsGmNTRdlGWu9NwWiDR2lp/WRTaRGZLoaAuhQi7Cu/+9jktxILevwgor0PkpUQkKe6rk0um/qorEhtNGl9oEeFZIgKjy4tKtHYhmb6Djj8HF3XyZ9zzS50SagtVeg8wjYN2fqIPf1pUlNSes1wtYFejMkjT649RJ5ev4ErNPG9Ddq7xfF9uEFKiVZ7DXYPZ/jS8CxWXYOOycidYWt3hXaSs296it6+Lo0FjXIpJjFC2I2qetI4bFo8vsjwWY6Kjy/oOpmwDU3UD+RXFMjc6jsLc6zO5QUzKsM8LGPVxnGtMhnXq4eMeih91lWQV43dAmLv6eyFoqUkA+90Xa6yGHdxsUF70CPqc0lWPc//kV188f979N41z/vRXSJ7D+NJF9BcsKJUUwqvfU166XLsfSIXhHgOVOUuyL+99aAl29fZ4+hti2pfHV2KD0hmFYNRgjaO0mtWXQPrNK7QqFyjbFA1VZnIMigitIz5eBl0C3Rh5CeXZ9k2q57toOYynrNhD6ku+aI1LBazDPbFtPYXqMhQru9gViNUUcBgKASYF+d8d/tdmE1P3jKdiqCt2zt6adOo8XhbkZnUcUPVHrLquuMSDUNRI/hYU6YGMwzmm1XdepjLPJ5oaGke0ZhcAxrb1AyiFnqbxy8leANFN8ixlsN6qhmbKD8GXPZDu3AvdJAZzEAR9wJRUQSFj6kkCDLf+uq+VARhda/WGADrTK7R9DJYJ4mH6//w7Vz8U/O1Vw9exjCHDLYlc/oR02Hv9AxHVlqUiw30SFMAu1tt9k1N09uSsFqkdO4Q0qBYTPj8oZ1sac/xtPYhzk4OPuD6Lm9KvPAVv4Plu5tMI4kUHVRhqnrmyhJvI8nuVmWSx/BWeDLg+T+8i05IJijrZMMZ4LWSzmNelAZ6jTLMG002F9deNzYVRViVpIiGlRpQjWOR6pgKVOFoLDlsoohGolJdXWzB7ADnFe00x3sonKGRFBSjiLP+5H3c9QPvekzX6TUQy4Dq7HU0FkqZO2NRdXmn62fNMyZzhWQZL0IuMTijZL7WPpj5eoq24vo/lDn3me8SD5WyKf9NF5AsGL6ew4Lt8NXeGewZTHOk1yLrJxyIHPekc6RJwVxrgFaezEasS3tkTryZUl1iU8XGaIU78k28tn0LjRCLpyrmZzb/Hde1L+QvvvhKpu5RlOs7RP0BFMVYOWMMqirtLUt8lj2meznBsXEivBLuj9e/rsPV/+n08k44qZ4JSqmdwMXAF4AXA/9GKfVDwPWIemHxGP/nLcBbAM4444xH/FkX/fQ8OodW5qF0KKVEeeAQ07e1m2kVlAle6seAuuNDPm2wicIbU29k0iOy6FIClZmjHWeiVGGJFgf42KDzGNuM8VomrsoIzybj7IfJhVh4zPCigig2G5LlHD0sjsp44dzYSbwoIElqhcFR7O1ahz8v5xWNRJlQrlFn2KZG5+Je7RJF0ZJNlckVcT8EsUGdEIdNQ/MwdSCmSyFQlAMzUvgjCVFfYVOPBXpZynLR5MbRds5NpJH5Oe1DlFs1tz/jHOZukWMMt7SIplIaKz25XrtGcQGgNPlLn8UrX/0BPvGxE9vr+JHgsY7dS946Twx1YFfJTCtHcRj/vUzl99Fo7B8AsgEvm2FDpiLSZZHfAqJICDLcOmsa4sfmoQKTifRWl5CuQPa0HOcSTK7wkcclqs4YO3OMC3gU8AZaUyNGd08R9yWAsU1TH7cqawBqJ3/lqMmyKtCBYIYaesHr3JNv0KQLR3+esiJnBPC5qC0WVtvEkcV7iIxDH4lp7VW1agMPPo6wKaRHIOmJBFJnwUU/uFbrEGlZNBd09zFwCa6tOLO7yBdmn0W6FLpmmFiUTdEaCaOO5dms4Bzlzk1c8ZL3nhRDu8c6dl/4fdfQXCnH6pFaFca4TV5FxoYNWeXZ4mLNcEOEiyVws03xOihaivbBaoNXEWaM2/M5MW6Me45ooCjaksG/Z2mWdpqjMvEOqDaACvmzCqAfC7yRc4t39jB3dElWvciMgwlfXV4EYW4aE19ArYzzyktGjYpgkO4XvS1HL9Uy5sH0IvJmRLOdo5XHec3qKAWrpXNDkJPrUSA6RrJRdBF075HsWzajQgtOeR5sKs+xsuBmCmamhzxv6m62xYtsTZf5sL0Ie+Ms+XQkXWBchI9axL2RJO+zDF9Nvc0GfjhEdU6Od8JjHbfPfNc80ZC61aMPCi5V8Vxl4OCrcawIxKSvzRrLhkzUZmRwqRZjt4aidXCNosxoKvm4kBEyL5uBwaYJRVthE8N9vRmUg2JdgSo0qhTiR/c4ytD0scBraGwaUN7RweSQLst3b7IxQVBlspVTdZmoLsbXoZxkuZVz0qmisPjYUMw2MGu6VVVE4NhYVVRBtgmubWm2cvYNuvjdLVoLimRFxiVEuDjitm1n0TwA07sdwzlN2dLcs38d9+o57l43R+YiXtG44QHX+I5tH+UD7tu57YxzaB6K0TZCt2IxPh3mqKKQFrXNBq6vpEwHMNPTvHb2zXx08Q8f+w1+jHisY/e5b5knLj3RoMA1ZC7RpcMXSoSylYrGSKIFHZQzgTAq2vootWPelHEca0/cl3VW5l4V2kpSj12vtKgBcymVbO/39J+mWdfus5pLRj6JLKkqsU5jO8eX6a3mbF1AsmwlSWf0mPjSGoxHeV0nz2qvGufGJYZKXtfWhXJQQzZ1tPJGrlE2TWJuK/fyQ4uXcTDrcnDY4VC/w2ixQXwkQlmF9bDa8CyvbxOlJVHkuFlvYirJiLRD4xl0EnZHA85ODkmHhzV7keelMc9ObuS/Xvgi5m6LiD3QaoJvoFZWhbhVqibFvHU1kaunp7hy209z7Z7/cFz3+KmOE+GVcH9U6oTTyTvhZJQ5AKCU6gB/Bfyc934F+F3gHOAiRLlwzbH+n/f+9733l3rvL92w4VFkPLxkv00mCx7eSx156WoDGilNuB/TDmAUthmBUSw9TbN6hnz3Kzs1K2fo2uzGNgy2EeFSQ9mOydY3yNY18FqLEmKQYVZGRKvS89jkHlOEjUjIaFSGYvHAc9mbdj26m1qdt/eyebx/Ej6UXKjcSmlDWcr1llVXB8bmNOp+4ztI3+OBsNPRcO19EudfXUo3ABcT+mKHzHIILKNMJGTpsiVddrQOWbq7CxpLMslHIymBiFeUyCALicLNGo1+gWFztMJ5zf104ozBzpIj5wurXLQU2UyEn+2iGil+jf+DXJwj+vuvPKZ7eiJwXGM3CwoYK/4aNpGFXGrHxwGlKcabsjpzoERV0tsmj/twTrF0liFbl4gZWCpjOO8aRusistmI/paY/tYY5SBZtXT2lDQPlrQOWrzV+NhL7/qIWjHglRAe0dBz6Y89trHrEsczNh7EJU7G2SiQBJWZpKuubY35mfN1aysxp5TrdrGWQCm0XmssWpLe+LNUqShbkrmNBqFGchHs3W36y00GezusLLZoHFI0D3laBz3d3Z6p+xztPZ7OffL/1pqRuQii2NIwBc4rNkUrZC7i+Z07eWn3Vl4+dQsvnbmNxqVHGM5JgF62DTaVOQKj66w8aSLPorWQ5US33veY7umJwGMdu3XbW6Uw+XiuraCsfHe1o3ikcEmES2Qu7e1QLJ2nOPJMeYYHzxox3Ay9LYqyKX3NsynpPFI2IO8q8o5s3FwiYyQaCQm6fLDDvv2zsiHyYqxVdaHRVs4lGvn7X8Ijgk0UPoJ2MyMaehqHpR6+8vWoNmCAyImNwqVRkBaHloFVPW+s5fVASKtSxm/dnQXx/QBoHFT4IylZFlE6zbQZsGVqBUqFDhvCuCd+NJ09nvZ+T7rsSZcJ87gjWfWYTP6tnKgRyrY8F41uxpnTizRUgcZxaftOvuesr5FNy70v02rdMxBHUuYQsqBKKyl1GGW4wyfHO+H45lxZv0xWJRQC8RNIBZNV49YfVaYoiQTIZkQZks0IETTYYMi7muH6mLIdYRsRZVPk46O5iNUdMb3twYPCOpoHSxpHHI0F2H1wFt9wdNYPUN0ClMemkiWtPGsea6mDTaS7RLyiSJak80iy6uS5zH097+qyUmGsnYcZ5xxCqU5d+tjP0Jkd+ywg52tT+X9mRE12RQPFtp2HuWjLHg6tdIhXFfGqqIXigTyXyYpn/dcdzQWJMUzhSZeAIwn6viZ775vji4fPPOY1viCN+NA5f0u23pPPGFykyKfEu8Y3E0gTVBJDFKHXEF92efkx3dMTgcc6dr2GZHVNwghkbvGi8jMjIXwIZZIgZHzl65J3JJZaPD+U2kXyk3cV+ZRhNBeRzcWUHUPRNZQtQz4dSQlwYkQ1mTkhpAqPGmnWNQd0kwytPI2ooJtkpKakKAz9xebx3Sct5LGoJypFSTAUN1Lu4JMIH1Xz7ZhsqJJsLg7XWpXvBEL6WIofM5J1X555+H+3P4vP3Po07j0yy9KRNmYlIj2sSBfEcyE9okjvTvH3thgeabJvaZp9vSkODdvctzrDfcNZ7hvNYdEUnqNaIoMoFL7zwhtYOjtitD6h2Dwl1xDHUtarlcQNJqwlzoN1uCNLx3VfJ+CEeiXcH6ebd8JJUSYopWKESPgT7/1fA3jvD6z5/R8A/++RHu+l/+Iq2ncsoXrS+P7au8YbmQt+ZR5VQuKEAUcr8i1TmEER5PxQ1QBW9bx1B4DSS8CnxAAFYP2NlsMXGj7/x2/ngl+eZ7Tes5oZbGJqambT9RmDTTGDDTIpbD0wwLUSTF7ik0hMtlrCGEsW2WFyWDo7wiWKxhFHumRxiebFb7iGz/zlOx7xvX3Nc38dBSw807Dp+kJUCUfffFk8rUXl49rscf1YBMGcxgc5mA/DRFlP1LeUzfFkVwVYOpesY9x3TN3tKJua4XpDNHRoKxnx5iEpudBZWTvseiP1+DqLKFsam8pmwOSe0ZzCZBGdp2UcHHa4Y7QRh+JQ2eX6pZ0MypiXPvtWPpWeS/e+GF0KOVPOtTGNBH2vE+Y2X3MPvCP6u+sf8f18vPGcn5tn6/++V2rhgGtvfl/9u4v+jXRJIIXBxnBPZkRhUGXbITgrhw0Zfrx5rn5XmXsCfPG/v50L3y5B5+oOw8oZpiZ/4l5Q6SAS5+k7fMg6SbvUaDWj7Ka0v9lgtEGOr0s5tm1InXjZABriFn/xT87z1f/8yModzv+tecq2RyUK5xWz3zBEw7I2hiQoZqr+1VU2xBRVK1cvUmIzNvgrmxqdaHQmNfJxz7J89pp2V02HXtGiJjBhfnDQ2qMYupiop+CAobVfgmup7w/XXYiTtXLiPzGa0ZhMJOKjOzp8YffT0S/0nN8+wPq4x335HA1dcGG6mxkz4C1P+zSHz+zyN/OvIBp5TK5w7RSVl+jVqvzIoJJYnMezTDbkN97xaIfY44Zve/lvE+9fwU63+NgXf+2o3z3j1+aJepDMigdLNHJ1W8dKBRMNxBsh6svz6RIjP6mibBqKtkZnErDZFG74d2/jrD9+H8X6ArvV4ocRqiUpzuSOBrqE4TYJJjd9WsvzEYwOk55j5saYbEbalQ22WtIFI79bBjUaEwoveuM1fPbPH/mce+mbd+E6iqINg9UmM1pMQPWKKK70sBRZrdbYSNf3oTZk1IiruvdizBlrKfewFnKIexoXHV3mMlrvad+nwEL3To29r809U22uXreN1z7vBm6NthL15LOm7vO0d48oW0cv9z5W6Dwodwq5Ty4GM1QMN8nr+WrKndE6fq/3MryHqcYIrTy9CzP0V1PiREgi4zzlug4mMajBUEwFrRUzxrJAV0Z3pwAuf9X7SG66F6akPdvaNmoX/PK8tBW1ULQAp2gsjdWDygmJokuZf2u/o9wTr5a4RFReoxldz88A//h/f55L3jpP2YJ8SrNyZlJ7EGy4sSSb0qyeJf+eusOLQWNmifuGuB9TtJuYFyzxiu3fomly/mLpBbjUk89CvBoUV0oMGW/6wCObc0FUby6FPItphmegIp+joSMKJHZltFzPs0rGD4AqpAy02ozWqszSEu9bpr9tU/153oA1EC0FVeJAnu/GAuzZOcvm9irlnR3SDNoHXE2SV54NNhEC3cYSs8Wrns5dWgye74q5b3ErvWeM6OgHljOmKuYfv+cqXnPwF+jsUSSrjnwmQvkWphljlofikD/K0GlDxq61J5VQuD8u+ul5tvyvu6CRcu23rjrqd8/5OZHh4yGbNqBatUoGRK2qM+kQo4J/R7yao0YlBL8klxra+y39zbJOfu5P38HFPyXxwnAjFB1ZL4uOJ16VUkSAfAqmiGkcyogGUjbZ2S+G3M39Ed/Yv5mnbzxIGpUk2tIrEvp5QjGS7mA7f1+u5e63PDJfoMtf+T7y6Qi7TvyOGksek499SZRz+MhImZELLVgrBWYYn76ZgIOyk4gvTSwEdZT5+tldS+DKv4V8poB8OpBiN7WJcxhslz1Ae4+is9dRpgrbEJVuPg1ppmgeiBht7HDEdyk35ajIkVvDdGPI+a397Iy6x7zeX9v0Kf7mnEvJpzXTjSZmS4PW/gyzkqGXVqEnShopr1a4PEdphX0Sm46fCng8VAkVTjd1whNOJiilFPBHwM3e+11rXl9bO/JdwDcezXH9XbtFprZ5I698zQcA+MR1v4gqxtlSkwlRUDaDSZRSuLgyVKrYVE9V0CdZMj32GwA+9b/eWf/9m+99G+dcvYvlZxV0bhsHe//w8V96wPm96vL3o/sGlRW4hgRWLlK1EWPRlMxWkcoGOxp5zMjhteYlr7+aT//VOx9wzGMiECTpIkQDO67DrbJe1WTqoOp3XrfOCf/XK4VPInTF3Poxgz1aF1G0xnVka8/rVZe/HxdL1tzkol5wiRL5bCkBh7KuljDX7DAQhdZDcc9jMoNLFM0FSFYVexZn6LZGHMq7bEmW6JUNbj64kcFqg+99zvWcse0wy7Nb6ewVozOzkqFHOcSxXL/RrO0trYw5pdo+uf0HwRj01s1ced4vcu1tH+Din5qv6/ZcDEVH0dtqiAa+zorV/gZ2HNQmPYfOJcO7FrqEb3xQgswbd8mfz3yXBAmVcuSGf//AIPRVl7+/zjRVZFuyCmVHSISoIhA8Yt5khJBQj7Lkocpeee1xPrTA1KC8Chna4NnhvQSUsZQJOUMoLdJhY6aCKZOqXfGrbPhoU0x39/hZvvNnxhvGc98/L+dd1bxn4uisSlEJSQu/sfqiykDKd2HJpoVAsYmieUhIti/ccybuDMV0PEQ3HUfKDucn+zB4bh9u4pL23fS3KmZv9XXHA5SSNlVVVimKQIsHCDB2Hz8FYL58K76RYrdO85Lvlparn/7rd3L2n/42jbJJ3JexWTYV6aKjbEkwJ+SVpnEoG3e9CUGg14rh+qM3zrf+6nhc3vWD7+LM//pBfv55HwPgqutfLe/5tfuN3X8tJRaVuV3cdyTLQra5WIHS5DMOvXFEdrBB9y4NPVVnmR8NiSvdT2C00REsP8bZ2dq3xEiWLJiceT8O8qu5VaTkGpPZMQmsFEUnpnnEHXU+d/6czL8XvnMeG7qS6ALSQ4Zblzei+oaoD529nmTFYhuSRdSlxwzH84PXEK9a8JKt1cqLIW6uKJueeF9CbyVitVvireKQVehOQbObkc+kYpobDAZV6fBRhG63RPUG+DJcRxTxms4Pc13vvz+ie/p4ozx0GA4dJtq2tTaH/OgNvxXK7qDoEsoPQLkIk4/NkU3uxdR15NZIvGV9G2yKSVfGc8xn/2L8nX3l997Gs98+T9EJiqaAf/y/R2+gLv/Y+44yMoxXS9LliH4R8ZKp28i94a/WX4RdSKFtyVONKiNMLnPuo2l3Wm10Nq9bZlk1x/J2R22MCtSlgms7CfnwbwWiwgkJCJyDwkIsmeDpmxb56NffA8BN7xufV6WkMAXozGMOJNy9fpa4r+jsHZu0umhsPuqNKBhdiJVMBlEW5u3Ckywrdh25mF9bf/Mxr3eb6TLYYUmWDemSr7tQeKMl0VOVpsZRLRcHuEK/gY+7v3xE9/TxRrnvAGaqy5U734afavPRr79HuigFs2ubiIoAZajLU0NLZRVrGVuxFtPsvtTXF7NHky9rkwBVy+dz3zePDfccOOYYe8VrP4DulWKgOypD94eI7zvvyywWLZaKFitFg06ckxjL4mqL8oh0jPGPYr9WKRN72xXJkqpbX4u/l5LOU1XJsfOS6AtksRiiq+CVEeZC52VuBnCO4fqIogNr93g3vV+u9+KfnK/bRLpYlKKNvhhV61yhc8jbGpcQSjWFgBTlqCgVJNaJsW2HnVaMyhjzEMYns7rFpnMPc8CvR98m8YVLNLoR4TtNIYeGI5QxeC/Gm97ao7wyJnh0eDy8Eu6P08k74WQoE14MvAm4USn1tfDavwW+Tyl1EbJG3Q3860d6wMbffBFvjGRC7t1DMtNmuK3N839kF0lbTOJsqsgVuMiMpbdVFcPQEvVy6paJlQTVaHDw95/8tw/62Xe88+2c+UcffNhsgEs0PrjL+tTUknWvZOK3oU2XyE2hCKY3Ud+O2+E9EmhAaxqLfrxhJ8jctEymKhtn6r0Osq9SWkT6cAxvNL7QYzf1ug59HPzeH//w97/ES15/tWz0rAQjNlHByEmOI0Z/4wlaF0cvIj7WmEJIiGTVYYaOlds6LGxNuCnazDPa+yi8IYkt2cGEA1mXDc0+B9fB7O0OM7LoxRXIqu8zlLBoVdfx1uZKpwA2/vvPiiEmwNIK9pytfNvLfxtzbkM2QQM5/3TJ1QuoH3jZACgwuaNsGWwsG6bKKLSIZRFZS349GCqS4UGhqDcfqhBZdDYjm0JVhqzdGkLBxaFyxknA+LDHD5+hPCSbhjgvJpIohTNevrtqyFTO6t7X7S8l2z0mDfBeupBU4zSM+7WlOcdCvr4kWoxqA1TpyU29AR4biFaGVWAjhdZSxx8NQ6ClQC9DeWubzw3O4bLz72JHYxEAh+bMaJWDWZd74/UMz8mZ+VaESzQujdCulIBArfGwCP4uvizqntKnBMoS33fEN94FF55F0Y24+KfmaTeb4kOhRKbsIsinI5TzIdAV+bdLzZqNtJgslm1D0ZIv+/o/evsxP/aef/UL/OdbrwV4SOMuF6t6M191kJDuJFBMefx0QZoWDKYN2WyKjSEaKVwk/+eF33cNn/uzhycUfBjzKHB7WsSDsPGslG5h/DkTOuWsUSZUBqgQVGGAKmztGwFj4upYuPHqt3H+u8fydpPBgZUueiR+NXFflDtl21A2VJADj534fSzHNyOHnZZ5xBRSbla25PlOFzQcSbCJtEOzw4jObI/Dcw6daRqLirIdEfULWS+UCi3MxvOsz4tjnf5Jgf7kuNSt3Lsfs7yCWr+Oy1/5PhoXNMimZS6KenL9RRdcJvX7ZuRpLOTS/tAH5aJWok5al+Cih55zv75Lvq9qY/Jg8EZhm6buAmFGnmIUcajssjVe5Fnb9nFncx291QZee8qOwRxR41KERwhvpAvP1vYKS2pz3fqOalyuMV9WNszFa49fu1QHGIUaFmPDO/3QJ5NPQ7oUFJpDRW+Yhrat442hzL9KMs5eFHgmg7yj6hacXgXliIe/vus5DyAThj6jqaSE5IxzD3Bo71a6u6V0U1SqDtdK0P0MZfVR5TqnEjb+3hdAK+zKKqo/wDTP5DXP+03cZVOYnJqoMrknXbbYRKOclOqULUN6eIRZHkhWvrCi9otNvZF+JF5SlYHxgyIoAXRWoNKYsgWzUZ/10Srf9FsZ2ZhIORJjMZGjDE7SysHO37uau9/6CBJnWhQxwx0l674cyRwZnpVqrqy7WYDEDZEkJpRSwYAyxDSlxzhHNmPqttkm85StYyeLv/qf38aF75Rkj4sJRIgShW0Z/EBC4sFF41IebUN5hK3WDIVyhiyPmWsNOFweW5VQ4b8844/5wexfoT41RdIrx0lOrSFNxW9pFJgeJTWup1Ks+2TD46lKqHA6qRNORjeHT3Psm/aoW0He9uU7uUK/gapHsDIGXxaom+6gyTnEKynZXEze0bW7fRHqaW1Dk6xYkuWCaHmE6o9Aa3xksNNNaRejH9l3e8+P/cLDvsfFShzEIWwQRE5l41DrOyUBTPMgtWOui7WUCRSeV1z5QT557cN/Dg7y9Q2ahyR4k84NIaBe03rMaw3xmsXSiDlPvXkJ8EpJv3OjahOmuP/QmzIhHHxdS19N8M4oTDlWI6ArCX6Qn/nQnSD4R8SrlmhQsuGrhpXFhMXpJsu2ydAmWKsxmeKmhS1ctvEevtbx2FQRr4xdeit3W8ryQXtGv6bxA3jn+Vj+pw95TVfoN8g9NKZWNFSvPRbUYzecpzIGNxxidh9Gz3aZuktk9C4JXUeM+EGY3NWml8pB4+AQVSZEa8ZqnbV/GBPPtVmiB8M//P0v8fJv/yAYRRQbkQ8G6WljAYabIJ91mL6mMtOqNleVuegz3zX/8J/lAQfnbzzIjd/awRmFrzddNhik6kK6T5iccfxaZXerzZaTcoiqD7ZraLStFnuLbR47QLz9l97Gzt+/Ctty2IFcCyrUCatQzrO2bV8RPkd5smkjZR6hlVSy6kNveo03Cb2zE+4bzXJmc4Ed0SoAO5qLbE+OsG7TCmVjHbpQmEQyG1gbVBXilUAZ3PGdR2lXq2qu3PJTAFy77z895K1dO06r7NrxjN3bv3IXr2n8gPzDO9xKj2TPElG3QdxrMJqLpYShcJh+ST6T0N8SBXJIvrDGkiM+PAQNZTelbI/ryh8JfvL8Tzzse2ws8mhtZRy5SDZPZRv0hgzvYLDchEEo9UmhaCoiJUTY/VuNPhS8AVUqTCasmCrWdGxYozxYS3gdbe7lpbzMOVRejr1rvGS806UHz1rVCPu6wVKTZKTCpqL6cNlgVC1Wqw2hPK/ynbhY1EbJqkeVimwumN9pUR/ZlkNZRdTNaSc5hzQUU5AFcihZMmjnpKvDGiIXRKGgophXJ9/P4g9eSuuAkGL/+LcPvaatXd8/bv8cgFfH31u/9miwds4dn5jD9gcYpYhXVphJzqnVd+J2r8im5f5JOZIjXhjgtaacTqVGXInBbdFSY2PBh8ADVDT3w9//w7v4tpe9t/63LsUzQCnPHaONjHzMM6b2kzvDgajLKI8YLcaoUs7ZJ/CMX53n5t96+Pm9GoNHsqYQCYq6GwWMFTbKydipFW/VEp5Xpna6rssnkiSGyksoC0miHAPf+ODbOO+982vaFgJOMrtVDbyvnsVATlclJS5SwSByrFzwkXgyjHoN/nbQ4HWtEQAOx0cG62nrjNc2cy6Y2c9Ht22Crws5oQo7Jr6shzwkIpQ6StEI8Nq5H8cPR1w3/J8PeV/rcaZ0PW6PN154dfy99THxwqD4PfvRrSZzMynZtJTJAqSLFhcrWvtGdbcQm2rM8gD6A9lkJzG2keIapp47Hgq3v+vhx9MnP/qLvPoF764NzDGKYn1B4Q2xtrRMwTDKcF4zsnFtVoyXUiuv4Kz/cA13/fQjU4WpZNz6WUwUdSBwKyJsXPqI93KZRnwdlLeoXFq0+kjXSuFKfdg87BmuP3YMdePVb+PpvzmPsoEcDsqwisyrfpxRKC2EXXyE4P9RqX8UuYXBgRb3lZq7OutZdANmdeuYn3lh0uRdF3yU+fYbiUYKMyrRwwI1ki46VF1I7hfrVqqaV13+fkBiuofCg8658KBx9OmGJ0KVUOF0USc8fpTLSYTLRriv3ARAc/+IqbtHpEslZuRoLFrJHBWSjVHWo4Y5RGLE49qpmC2eYEinA10bbSnriPplkEcGWWEgFaue6mVDHHGVlUX85d9x1UN/CICGohPUF6L+BkCVpSyaVVlDnd1VIVsWglc7zqipsBhU561LR+PIQ2eYqrIHFSShECSgIaCveqdLn/hgGBOt6V0c/k9lvOciRTx0JMsw2NPlq0s7uLs/R2k1xZTj4L2zDF1MOVOyfHbEaKP04fVZju/1sf0B7iGyuS7PwbvxQv0w8NZyhX7DcQUGx8J1oz8R0mMgvh/x8giT2VA77eTvhQ/+CKJcSY/klJ2EohuJiV9DWiBW+NT/fmT1hw+FS39sV8hgirmSN5pseuzBYBsenzrKKUvRlf71Ig1GslN6LFF9SFRjRXmmvxqvKTeCugVkMP3SpSdZLUlWy9rEVK0pZ6jVOMFbQa/p9PBQWcO6XjOQJZXr+NpNX1VCIceXZ63aRJiRJ1kNCpxQjZAswt2Lc9zVW8fXV7bzm3u/nflDr2BTvMLO+DDdJKtJExcITJVb8flYXsWtruKGQwkSguy2yjb4/gDfH/DaqR990Gu6/zh9PMYuACur6D1Sn9lYKKT0ppQ5JO4VtPdLCywfyfeXLhUQacpuSj6bUHSOJhEeTJXwaGBTKbmqSmhcIG5d4omTEh05kvsSTF9TdB1FB0brYDSnghM/vOAHH4GRaJi7RB0jtfRV2Rb1HBpMCitU7YiDNFePZI5SeYnKQolAIB+i5dFDfvytv/a2eoNqU2BkMHnI7gYVXty3wYdnTBwAY8LXKMxIujuky5bWYUtjQVrCZnOOcnOOny7QGzIu3r6HMrARyomCIe+GoH1U1h4fLjv6vKux29ld0Dg4pHFw+JDXVY9TLw7lR43dE9iyT2mFC+796d4VOvcM6ewuaB22tA5amgs+dGpwRAOL15pifZN8JiafjsinTmy8cNmbdlG247rLCV5KNF1h2D2Y5WA+RUvnlE7TjAvaaY5rOFxoAVptxqsytoeCC8TvPYfmpKwuC0bVOXWnBl2EltdBqaBzyXTr3MkcbdRRZXUuDW2IA/n60a+9+0E//7ZflnErpnfyWk3IhLLM6rW681NQT1RdIur2hCET7FYSrrrrNfzqwWfxO4s7+aPlbRwpO6xaMfrrRDmqXVB0xDwQ71FZiV7sw76DuIOH8aUoT+4vE/dZBt6NydSHw/3H7QmEMqYuf4uPDGnfO6CxUNLan4f2z6KILVsRvR0NmvsGQpq0mvhWSrG+LURCwInocPXC77umTg75WDxw4m7O/nyGWwebAdiUrpI7w8hGlPmYyNBDjS6UEOqPECaxwb/E4YJxbeW9I4pKIbZcIq/7yh9NU8fDFZmVLltJOhae5kGJc7++68EJlFt+XX6nq4q0kBARb4+g+gldH6KhEAny7HiigRiKposQLxnKww0+v/tMvlU8kHgb+nGrx+/tLDLYrAIhHJTHWYbv9XH9gcSQIT5Q90uGJgsDkoOrvPbCB+8G9WBz7lOtZGL+3esH3//d3cdVlVChUif8zJtn9j7uH/Y4Qnn/5GWaLr30Un/99Q8006seiI+7v+SKF78HH2mKKXlIV7dFxH1P40gpJkeDEh9r+tub4tqsFPFK+bDs3cPhOT8zjylgNCeTy9zNlijzNPb1cUmEzkvKTsJoQ0o2pShbitF6aTWni/EkpJwY403fkdUB4Cc/+uCT/itf/QGWzk2Y+ZYsKPHBVWEq13gn+CS4befiJ+CjUMSrtTDy1aRhLa7TqFviqcJRTid1UHz/Ws8KL/nuq9GlJ5sxeC391qNeWQccpi/RQtmJQzspTz4TDCm1wsZi2Fa5mHujsKli/wsiXOIxI+mPHo1g9SyPmyk4Y8dhNJ67d28guS9h7hbP9P++AZ9lj0rqtbYu8jWdH8bnxbju92H+n1Lqy977Sx/J5xxr7L6m8QOoVouPHvkDXnPpb8hiHI8ns+GmhkiNW5rufTnNG+7FnrmJxWd0aC5YelsiuruLh832PRQufOc86aKoGkbrJdOz+YvS2i8O0rrDF0ltbVWrPTirBKtE8nxIkU977NYME1u4u028Oq6zfLCSh6d9cB7bdPjpgi3XxnTuG1F0IopuVC/2VUcHbNXu0Y1rJOEoIqVS0aBEkSC1+0LMPdT9OedDv42+u4k3vu7iYIIZk8kDMZaJQiKbNWRdTTzw0jozlwxePBRZcpX9PfIMI9nwXDIUxaaC6Q2rPGvDfl637ut8fPECPv33z6a1Hzq7La19I/SoQO85hFtefcCmDKgN7Vyeo5sSJF/X/x/17x9p8Ppoxy0ce+y+dvpfoZoNrt3/n7n8le+rg7RKTj/cmIL3ZNOa9V86glpYJj9XTIz726Ve9/N/fHwEwnN+bp7pu8T0q2zKzR/NaRqLkr3qbTPkU/IdeAXZRovONDqHYtaiGyUuM+ihQY8UzQOKqXvFePOh/BOe/bZ5+js8yVmruG9M0bkPOvvC+tIrsK3Q4adlxj4bAyveCFkJpUOPcun4k5VCsOrgrZBE0uUDQCk+9rlffdDzeP5H/y0LSx3sMKJxd8zMHVIrbYYO2xS1TdHRtSmbDplfUfqsZcyEvBtuMGTTMLhwhDqY0lhQDDc5Ln3ut+iVCRsbPf7xSxdAtwQPjbsT2ntg46cO4g8cxi4tHXV+OkkgiqRW2RhUqwlTHeBo49lXJ99/zDlXJ4kYi4X16WPFh457zoVx1u1jxYd47YW/TL65W88pi+clNBccuoDOt1bQhxZxm2ZZuGia5oINrXbVozJJPhZe9MZriAeOsqHFBHPkae0bghXyP59JuOeNHh1bosRy7sZDvGjdnTwtPcChssuf3fc8hkXMkYUODCKau029KX8oVdj5756nPH+A39ektUeRrEJzoepeIWUeVYvTaLim5DJs/PPpSMbzyNHYsyJZUoBINumukdTj9/4mrRUufPs8NnTVyXbmrP/HWHxqLBRtVRO64iEl2WPbkI4DzqhaqeASUdBUnUj0Bav8xAX/xHLZ4tq9F7C9s0wnHvG+rdcxrVNedeMbycoId+06urstnZsO4Q8cwvb66DgCpWsT0WNhrUoR4LXr34IfjnDDhybJAP7Of/i459yK0Lhu9Ce85rm/jjcG1xS/HZcYsrkYm4pkP+pbGl+4HXZsZrBzmmS5oGxJadLf/dNjbzV84dvnSVekQ4xNRFXb2juQTXUinUru+j7QiWV2ts/m9ioz6ZBIOZxXXL93B2VpKDODX05oHJLxFfXhG1c9+Lh95Ws+QNky3Pedlu7XE+ZuKTCFJAfLhsHHStRh1bRWeXMNSokr8xKvNXqUk2/ooEuHi0JZbygvLDsRNlZ8+q8fPAFx9u/sorlPSHK8dHqIB1A0ZZ1JFyVuaR+UGEo6DVGXToLEWACrT7OoTsH/eMkf8eKGZugzbi08/2v5uTy7dS+vb4uq8Zaizy35Rt5+3Q+w/suaqbtzkoOr+Lt244YSK1REQh37Ko3SCmUMev06AK7d/e/r67hyw1uxS0sPiJVNR+Zn2+uhk4TrRn/yqOOFJxuCKmHwqb/Z8YSQCQDOeV747fdx/Q3Z1ierOuGkdHN4vLF2Q/jxz/zKUb97zs/No4K0yiWG6Ppb0U87k6lbc1bOnybuWWzr+Bm4aBhkkVlg1G1gT9NIap2UyPtdDPmUIp8KfcpNcNbvUzvzxgOPbeixZPUh4FJdt4uSF7w4FBstxm5W6tmojJKMrp3yQQgGn0ptmWun8t5IQ8gySqunh2eORcngaxdmEDKiqjWv6oGVk1q3auJ3MVC3dLMy6UYa5aG1F5Ie5B0JGKIBtHcr+jpiedjggvUH2HL+CqOnxXSuyNi7+3ySm+6lXFh4xN/bFfoNqCjmY/mfPiwRcaINma4b/cn479f/xgN+/+I3XEPzUEl+TkKynOMHQ/RqxrovZnz0pvdy6Zt3iZz8ONFYdEHir8P4DZv1WGNc5RsA2QyMtheokcYnHl94RhvAdko2rVtlmMf0Wo5kST+8OkFJDXu0P8XkErTmU5F0WVij2HGRyAb10IU6eMmA2WZE2ZTMfjSSzb4K7QaV9aDl+TOjhyaWoqSkSGWMugjKlqrLeuosYSFBrTMSRFTtOYnlXiU9IcHiVQkgZu6Q+1c0FaM5hf//2XvvMMuO8s7/U1Un3NS5e/KMRholJCQBAkQWUQEvNsYZL854bWP/vBLJgG1sTDBImnHaddx1xBFH1kYgwIAJIhuBQBIKozB5Ot90QlX9/njrnNsTFZBghHl5+mHUffv27dt16rz1fb9BxyyrDp8ebuMVGz7A1Rtu4IXfcxOv+tD3sXKmYcPHm+CbjAN+fuG4r9OFiRQgzavSXDH1E/J3egDu4w/32r1++f/W//7Avx/pY/CMl1wbWEdhj9l3GIBk7zL5pgmcgcHcwyMXLNpCuY+Gnt56gxl61BoduQ5RkLYJOtPi+VEqTF9jlUHlGlUqdCk06qI18i05UQnrwVOWBqXFBNVr8YfxJjjgB625GQbn+9JJqo1RKK9GgIH3kJWoRoLXAfQtrHz9foD/RlywdW6Bu3avEzNRK2aLrmJnGDlYKOvFDHNNbGrF/HGRouiI/AwnqRF+KaE5r2gcEobdf+7ZjDGO3kTC3Bmyt1687l7u2j7DnQdnMdkcU3973zGvz+U5FCW6kQq4ba3Qrcc6XHmOgPd+34ETsg5cnj8iJnhrD4TXf/EtR3zt8a/YhQ2yMb3cw692UTMTzH5mkeu/8Gtc8Kr7n/4/kBJKtMhSqujSqlTYc+jG2KbCz6dMbh0wYfo8v7WP+8r9vLdxPsM4wnnFkutQjBnSxfv/ucW4Z9vsIrsXUpQz2ETM4iqqt1LSe2jryRM90qMHNljl5xH1SwESnMOnifQT3qPyknIiPelr6J4e/t4KCFIGXXjycV2DXmYo/YGvWJM2DCZyT9KVmMwCRYR4XJTjDreS8v5Dj+FAb4zDt86yd2waFXn+38Tt/Nj4Af7x/D9jnenw5m3n8sf/+VTWja1n+n2rqH4/0LkDC+woqUP9N3Oey5KXCrhl9P0OHtauXfUAeqj7qyP6hc/+6jFfr2jt+WREvFLgen30vfth+wT5ZEx3QwQcX4LyYEuMmQPTNTKo0o68NXKNapZ0Bym0V+kWKU+e2s1y2WRufAqjHIMi4fC+Ofnb5wIeXfCqXXzx2uMDCs4oBtOa6KBh8i7xfnBO4RNdD93WShyjvg2DK+TenkTowuIaiURIIiwOZT1mKPuyzpzobk9W64Zkw2YtvYz6ci1nswKIKEdtpu4SHeQYitJUrB9IF8WkWBWK1ljGu5cfD3yeD3Qfx139WZbyJn9z2xN47lN/nynd4ty4zblxj7Ne9Bt878aXs3D3GNv/dYx0dRq/Z19ggB31Or3D2wAuLC6hxzpc+Zhwn17tnbhHDsDtqWI++vWor4dXwtH1zeCd8E0pczhZqVKmqdV00g3EL0H1hnz8b16JsuJj8HCUTWUjac6HQ3TwQQCC3EBu2mL6Aj7yNX1cDHQc6arDGZm0mX6Jzh3Pv/StgERcPe+5o4nO5U/8FWyshAZYu9lbyDLI8pFDfEUfDJrcyjTLB88IQAAEGMkyKlO7Qij3yeKJqbfz5xsWzg4JFYY6u7eSN+ARg558tONFAyuHvUw8InDy82wsDQUeJnaXJKue9gHH+N0SW+UMqEIx1Rxw2+IcdyzNEinHzq3vYf7VAw6++BxU9OBvmJclL71fRsMjQhc/WXlJ/vjc7wZqaJahBvIBo/f5a6nq5u2MHKJbB4tAZ/VB6hCSRnJp4FSmUU6RTg3xkwWuaVGJY6XfoLsqE2dv5GPtbvPM77z2mJ89NjmgvVduwDbRIaZSau2hp5IvVCZHysv14Y3E1ClbmTERGl5XT9JcYnjOZW8/7u/+7A+8inYjx06U0nCkkI/J8+tKRlExHQonOuYqGi6j1uTX4Jl16MLS2puRrDpxHbfQOASNuxKK/S3et3oB95aTPLOxj/PO2sP28/YS//h+9j8N9j9jEj029sDWr3f4wUCojqdYFW1dZ5V/5v9cjc9zoREXBR/40OuDSevX/nO+8BtX0dugWdmmGcxodOFHQIBStWzFBG1r1FO4xFPMlLjJknQiI5oZgg/MhRmwDdmvnva919U/Z+3aveh/7qr/5sVAYs7MMOz1iURc5hMRRVuLdMJ7OTBZPwJllRJdeW1eqAU8UEoizUpZ07qfc8WFR4LjVV347l/GKEdmq9cghnS2Kck5LhlNwqo0EomSFTmdxOyVxF0rvgrBP6G1VzF+hxbGXOkZv8vTuLFNfm+Hg8tjLHVbnDG5wGWTX+J3dvwtP3/BBzn4DIs66zTM5OSxL9Q7oWZbi3dO5GiLS9Dr4+cXcMOTA7hf7z23AqIq5oG3FjXIRRqJTBWryeLXWkV7JB2xiQwbapC/9ER9JcCt8ZzROkxDF0zpFg1l2dxa4ikzu7lgdh/r1i9TrsvFNFZL3CXAC57+Zl7w9DfXP+/cX9mFazpmmn3UWMFwFrJpyCaECWhjeR35mKZoacogo6slMpEAZY2DA8xKBkURGJBIbxHMF6NuTjzfO+HvPbZ9mfHTlzDrBoxN92vJTD4moFbZCCaMRu5LNtFiGprLtSw+To54IMBhsgKmr9FLMV+8ZRvzX56lfY9C9w0MNb97x7O4dmEH64xMXX9x9hbueP4fc+krP8HhF56J2byxjjSt6N7HLe/qx/gsu18G49e9XwhVJ255B9bS+o9byceMxEmfwNj1gVaVDFVLCnNJ7ForNdQDQ9mLcVbTKxI2NpeZinpMxT3WN7usa/bYPLYskklDuG+PhggAz/iuo/oFo8imxBfGRSJnK1umZidWnjc2Dr5cChmshT22lj3Ea/tcasmv9BsOM3Q1KHN0ffqe7Tz3rNvQO7rkU45i0okfQpCO2RCQUclNbKxCryAeKI1FT7oi67ZiA/WWmrzvvnP5pTtezN989Qn8xx07+OK9m9gwuYI7ytTi/LjFi874Epc98/Pc84KUgy/YJmlP9+Mn4wYD7PwCLC7j9x7AHjh44gfbNX4i/wVKKdX8479e4ad/ZPLr/rO/69s6fPzTA5RSG7/uP/xhqP9yYIIuqdMc/v19rw0bbPgABuvuv3E/+81yc96xcydn/IZ8HF2f/cMjEVVXGRgaLdMYpWpzITOUj0qjGIV/o6TRyyYUgxmZcumBoKbPufztAg6sNUSxYkIYBZadDtpbjIE0qTdTl8b4KMInpqbR1h+JnODq/4/EdE9kEOHneA/OcfnFb+TyJ/0qlz/pSFQ8n/D0tziKsUBFjIJGzYbG2Ln6vdCDUoCKSsdWCjVXmnFpgmsTKOtJVkrivtCWo74Lhz7P6ePzbJ9YZK7V5dNf2MEzb/wf/OEFf86WH74Ds+M0mR48QNOuupE4xaroaIqO/A7v+8QvBbOd8AEhyujEdd4//Qrn/dOvALD9T9/O9v913XEfdzStLxpYoZiqEZpe6VtVqXAtS6eZoSOHN3JAyYcRvhvjY48ZjiZv5/3iLs77xV0snGM4/xdGUz2vYLbTJepRG6SKC7If+RR46igvZ8RB3aWmngDrUtZH5YTuktA0RFqAOyOHq7KlufRF13Dpt72DS79tlDGf2Yinb7iLjZsXURsG5BO+joCq6OlRT3SWOrM0DuekK45o4GsWUtyT9SueIZLbrQsHVj7vI9GYJyuQHtZ86MBZfHm4mf+z9AQ2NFfYMT7P7539l/zTd/wG0RWHYct6zLrZB7R2XZ6fkusWBdm4JhsfAalUewpCB70/47oL3/3LXPhuoUlv//NfZ/ufH7/BW1uVF41tqNpYTtmw15YI62tTny1nHKI9MWB6rE+7leFaDtd0ZNOO3iaJZbUNxVP++04u+aGd2ETxtO+Ta0fiSxGqf2ZI5+VzZUNTpnLwKptyCNNlAKWcgKU1iBtp8UoonUx2k7h+j1QetNuFDRGpissf/0Yue/KROvRhFnNgZYylXlMAgqZ4RjijAnNGBRBZ3v9k2YrB7UAu5Cq6LF7NSVZsMAqThtdkkHQ9ppDo3uZhz+RXFIOFJsUw4p7VSd698Dh2RB1+ZvI+vvfJn+KeF81QXHTGcdett1Z8bKwTf4XeAL/alf8/1davgnxC7j/vufPa0dp18r7ZBwAkPOsDIge8+D1v4Nx/eBPn/sOxHgJHp4Zk45piLB6ZGgJmqIh6Ggysj5dZHwkDKVaex7T38azOLVw580Uu3/wVtm09TDYlSSpmKFPe/Ze0ue957fpnuAhoWFomJ26WuFj27sq/SHnqGZkwbVQNWJvMiownc+hehu4NpYeq3PQrb6bYSDrJIOfKM1/NlY953WgiGuqKbV/h20/7EmdtOESnkTHYIEkNNq1e5yjNp2wqhlOafEzAQhfo5QDpYknc9zTmg7+O9qT7I9r3KaIhJIsaH3kGH5vl/9zyVK5d2MFB261fx6+v/wL2uxfY/bJttYzsgZQrylPTNV9T92w3fFxASB8Oh/05AWtOVmv7hTN+c2fd9x5dVUx4Vd5oiYkNbCw9FCDHFprTx+d5fOcetieHWB+tsKNziE3NJaaSPq7p6nUnsdOeJ/3oTi552U5sqnjqS9f0Ky7EQgcGoVcjjxxgFBNZ9Y5ewFAfaUkU06pmx7rUCEBlPWZo5bWvAUZMZnnB097M857zNpHwhdoeFbx90/v5yfM/yuyOedx4KdLPKNwXrPy7BuRqiQO1x5Oy1F5hXoMvFYv7x9j38c3w+XFan2/SuLnJvfun+dPlxx7xPh+0XTanizxr4jbKdTnzT8/hvB2Y9vENHI/4G1mLXVjCdnsnXbu228V2uyf8+jdbfT29Eo6uR7t3wjelzOFkVTkCg9DGW4C99z7M1i31Y44+TD3xJ3bSnBeGAEBjm+HCq3fR9qLn668//s9au8k+4yXX4iOFVZo4mNPpsJkkXc9wWoxnqqgjZQVVLZuVYRb0NzRoHsprqYGPNMm+Fa58zOt4z1feVjvta4uYO3YDeyCJ68xnQKZe4UajSgelw3VSQZQjLe7xzqG0Fg1vYDQoyTFDVZnMVTqE91x5nsRnltNt4ue1yI00tGlG3QiIRq0QN10IbAw56FXTDhWalmoC7LUOEW8QFSPZRNGWjVmXcrNaylvs6Bzmotbd/H7e4MDiOG1V8NINn+S6J/8AM8MMP7+I7fVPPGk4xWswPbr5P/HHdzIN2D37MJtHQOZn/+BIEOvst+yqvTeS5QmKMTj7y7toDhJsE85+6y5ue/2xVMK1+ejPe+7b0NZL/6yVUAeDQ7LyoFOLCRdVJSHy8ymmUJTjltXHFKT7YjnYhSgyF4snwfm/EGLSNHhf6V4VyumaQusiVTe2zoRM6TA9rqQ/FaPFxbpOv6gTHRJd07gpxdG5Bge6BZc//o3k61rs/29zfHDQ4CfP+Sifmjydjw3OxA2lqdTBN8GHNatKR7Sa0VJCZ48Hqs61jnsWrxXDmUSu8cJJ8oP1wWEfzECu8bu/vJG/GDZJjOVxs3v48bmPsKccZ0e8xPaJReY3nUbDetTBw/jy0blu+3MjczUAH/YWv7B0wu/Z/ue/Dt3R7al13xT5BPAiiPal2Jbj9N+5jrt+9shD2FrDrCf/cAB5Q3Mqa1hYEC6BsuW5eONeWlHObU7TSTKsa0JqUZMlthuTRZ7hsqmjLqtYr+bBsn5uZ0DHFr8SkS5JrG0lIXD1aWxECdeZDaya0dfUsJC9NI4EvHXUbLG6ghRCWYtyjivPez2202Dhwg723Da2OgQmnnJsdA1UJntyvchk12uZStpUy3UVK7KpmDgWhk80cPhM1fGrks7hKVNNY9HSbUXMfDqiaEfsv3iCbWNLvP7ghfz49Md5/dyNvOv8x3PPWJMzbkyO6/mBd+J/oJU0s8d7zClQlaEsCDtlzHncvgPojaOb/tGpCc/6wKvZ/8lNKAu3/tJV3H33HKf933egkw5uGKGS4zfvN75ztJYvfvkuYSNmhmhVAEyTgRkIsDUd9WjrjBU3oKUU06bLhmiVs+IldsQHiZXln85JWTg4Bncn9TUwfpfnST+2k0//36slPWp8iA6aCpOpOrrO5MErxlcpH9XwIxzQvJeD1tCPAJZoNIjwSslAojK5W7uOleKKC97AYOsE/Q0RL331Mt859kVm41XeufvJEhsbmDGqYpfZSmomxotVwkPVW7hIYWNDNHDkY5rmfhhs0MSrIjkdzIqPQro/lqjaQcwHDp3DlmSB7++M9CC/eu6/8IvuO9CbNuLvve+BgQSnaD9RtEdy3Uu/7R2kgM9z3lv8NRdeJcDA0UDAmdfsZOqxIkNz/zmHN3DOF3fRWlXYBjzml3fxlTcd2y+s9Qx5wTPeIjHHQVZgMnDB0Pb05jzbk0OcEy+yZNtc2LqX24YbiJWlMT0gi1LyVWFXxT2NzoWtYIP3ziU/tJNP/pm8ZpeMJJfV8M2rkQSnbBkB0/KQOuK8+NcE2VKUi9eLDizGas+GUZpJxYYkMGuVdTzv2W+lmIi5+9t/np966od47fTtnJUe4H8ufB+2IUC1DC2haIeo9xB9WXZkv5XH+JpZk40rSEqR7xSaZAkqM1UzBHtHg98pn8vfb1zkR077BJOmz43dJ/Dc8S+zzqxy+raDNKKSu75tOzOnnU/7Xz53v8DsKQfcfoPr65ngcKJ6NCc7fNODCVfM/mTNOrh+8Y9oLNjanKuqwX8beYlUG9XR5SKZsisPzUOewZwiWZEDSefe+6eWf/QfXjVKY4j0yKk7c+SJqamy0UAoe8qJ+ZCLZTP2SlDOfDJG53KTSJaLutm84sJfBK3JJsRQLFrNJHPWGEhiubE7mZDqvJRG1qiRYVKQHqjCCg23sODLWiPplcKH5aIpUVkxouWC/Ns6ooMrTN3W4MCTFcUYdRPujEKF6Du15vt8PNJFukgHR2bZeG3TyHQtUjVtGE9INPBYFEUbdKlYyhqcN7eHJzfugdM+wr+0Hs/ucopD5RhFR0GzgUpT1GBwrJ7sa6gqdueRqMvbPwTW1tpId5T01FtL77ufUv/38ZyH466snbgHjUX5Wy6eq2jv8wynHpgk4gMffB3PfcGvSzSYkpukDdGPzoAxHqM92jhc5DGJg0zhNmYY7Wm3M1bjJno+wRuPzhS24RmIuTPb//e1qFiR2ShIdIJz+kAO5bahqSQLppR4NlfFjwVNpJgxVod9ocRqlORJB966yUSrXjXFEP7fKJLDfc78q5h7XzDB9Hldnjh+Nx8tz671u9FADoDDmUTyupcKzOoQ0xfmA96T9KQpqQ6L2WRENin0xiiTRJPWIRdMVS3DmYjeUGGtZqzV43Fj9zCpM+bMkJZSHBq08U0DsXnYJ19rTWofibpy7qcAeM+h3xOvgHzNF60QNv0FZwLw+f91fF2szjRRV5hWyoo5LQAe2vfc/+TgU38qe/lTf+C6uqmtKOn5pMfNFGxpLTIbd+mXCVp5lodNGuMZWjvsIIKWJZs2sicGZoxXiuFsuHUqiDKI05Iya2AKobEKg0cYWISo3Co9CAj7P3JInO9KmlCQmKmhTO2JjAC3aGqdDtRsBrzs5TOfX2b6JsPtP9gh6iqKyONSh7LSTOtCrikB6cJEvaEYdMSQsrEgKQ55R4e9IhgBhimftp50scQMS6JWhG0YsknIpj1lx7Fj0yGeOXUbl7TuZHcxwY6m5eLt9/LZg2ehZ6ZwJ/JBCDreB1uP5J575YafwWeyWK9f/KMaSKjKW8vgiifU/308IBaCXtrCBa/cxZiOWX1MgV+JUbE/AiQ7UX32D6/iGS+5lrJhiFaDLCXosivAdsm2KOgy9J6GLmgry7ZojDHdZ6l9O5vOXOSuLXO8Uz8ZczhBWehtkO89+827QMGZs4dJdUneS2jkATgZMLpnO1+zyrQNnwsHML0yxLcSuZ47TRlAFFb6jNjUE2q8x7fSNZPgCNPLaezr0TgAv/nRF3Dp5bfwws6X+aP86SRLI8lYzUZzgA+sr54ME4bTAji7RPb7oiOJJCgxkTSFZnWb+Cvh5fqN+tDf6JiZ7vI/tnyYC9IDwIjSd25ymJ8/+99557YXEh04iH8AZooPph7JtXvF9MuhLLl+5Y8B6K87dp2pxz2Gy5/0q9z06Tce9zmSRcWhQ+OYxFFhLMNZaIREkwdSN3z0DbzgGW+ppQJq5AHIpmSRDWaVjabJWckB+i5hNW5wh13HGbPzrIw1WOw1iYxjZTBJeliRLouxY5nK2r30RdeIp9KEp3lQDDh16clSMZd1iZZBVOhVZNDgRNKwhmnjEl3LyKq4dhdpCToLTMhqCFENKPDSa6SHM858p+Evv/wCXvvq2/m2Vpf/bygRw8ogyWwBaC5T6b904Vk5XQYmUR+SJYUfMIor7hpc06EtDNYFuU4mculkCWwzZp+f4vr2Y3n2zK08e/yWEH8aszhosXFsheHmku5SRCeOHlaw4AXm++RvG6IivxnrG+GVcHQ9mr0THtVgQpV3vtaI5ujyw6xGxa8Y/1Hcf3tsjXK3/v5GABr//EnMY8854XO4SBENLcopop7FNjTJKjK90Yps6oEZNrpIEeWuNikqOlGISwyU6NiTrEK64sgmjOjWu8HYRov/AkA2adAFdDfFRMMmSdeRLOa1oeP0LUP0XkGXGQs3ysKiijJMuxBX7Vycw3EeszoAY0JsZHC1BbwKDUJsAmvBoYa5JEFUhmBKTHeIhMkwcdMC3c2zZNMEZNjLRp45XCLO5l6L3lJZmRRn46Z24Fdepg8r2yI5ePW8GN3ZQLHMHf1ZQzYFw9Nz1m1YZltniac37+SsuMNZ8QIvbL+bd63u4IbD57Fyumf9xyJJIHoE6IgPOCZqTVWZ5ydrLHyeg9JclrwUgNZ/f2LNVJn6408AMHbXySlo1QFs8vZMpv9K0dovLtwPxl9hOB1LLKgTUMcUIcapVNjVmEOqQ9mL0X1D6UCnHt+P0KuGbpyiPaBlHZeTFlUIZbfseDDgOwX79k4xnUFrf0myUoh8IQBJFVhQ6zILh0sNLgoaXiV0bgJjIho4CGusKl26UaxjaB6sVtCMpGkfWLbe0GP1pU0uad1OvHAlzYMQ9aUZUbml2JqCUhTtlFak0YWTzPPCoTNLMRYznE3wWpIEbAyDWcP4bifGkIER4VWIf12fc+7sQfplzH+ubmNPNsX3T32KWa1Z3+xyy45NNA4k6CQR+c0jBCo8mLrts3fe72N8yLy+vPPDmB97HC4WEBaQPcd7zKGVkz6HLuSjcVgaqspPpnE4AKwP0Cc3WbZBey7Ajg1TeqUdAxuTpgWdeMhC1kYrT5oULB0cQxlxz7c7+nS3adR8iioh6iuiruLcN+6CMcinPG6+ycQ9is49A/IpMfXSua8P7z4WA12vFa4ZEa3KgVX3stDIKny1J3svh28Vydc09WMAObSVDp9EuMAQEylaiGqN5X22KRQ2pGnMKGwTOvcJqJbOW5a3J/TPzbG3JjQPyT6djwnQPZzSlC1peos2ZBMpcS+lsehwkZiv/sJ3/CM/Nn5g7TtN4TPedPgCLpm6k8+5s2rd/MNdD3Xd3u9hrgK6reWKiR+jeOUF9Zc6//RZAJr/+jl43LknfIp7bl3P5IrQtAGKMcXkTTG9jSJh1PkJv/WI6m42tA4q0sMSF5suirkgDm7qb+X09BCaQ3y5mCFRlg/2z2RvPsUXVzZzaNBma2eJjY1lvvuiz7NnMME9q1MU1lA6zWqvQTGIWN9cZd9gHIaa4WbxiinmI6K+IlkCUyhUKWsj7jk5uBV+ZNrsPdnWqTryWedWeoTSYVaHuDRGKVVHECrr0bmlmG5KlJ+CTTdofmTDj/AbF/wNK4farFvwtawimxLwpGwaGeQclrXeX6dYPbckWowY2x3iSSeEXTH9ZSvsRgc+8uRtT7ysSRYFEHnN8/8fPzWxh4HP+FzWYseaLnh3MYFDkU8lJONjDyiZ4cHWI7Z2EdbX5Z0f5r3dP6XoUEtek+s/K9P1/Qsn/f58QphfY/dI3+WMDCRah61IpR5gla1ITDkLVwPJdhBxqBxjvx1jzixxcdLhlqLHftNnz3CShilJmj0SU9KKCmYv3cOti+s4eMscUU+hMxmoDacjkQ/M5vh5YQ6WTU3RUUT9EB3akmjIdLEkWRgIA1Yb2SNTTdyzmH5Rp054A9HyEJ9EFOOJgA+R6A+8A2rJjRaALbAiJ+6S+7FG09gbUzblGk+XIZuCbMahCoVtChCR7xjy04//CH2X8CcfeSatPYZ80lNMl+i+QZUK27FgZe33z8kFfIw8T73wq3zP3Kd5cftY/5GlveN0F6YZOwidPQ7VbMgw8eFizYTn+Ub5fjzSdSqwEqp6tLITHtVggvcelOby5st47+DPj/+YvMDD/WakXn/Tm0/4tf56SFYlAk5bjxqMzN3KMc3qZs1jX73rhFE2V37k57nnX7czWwptECfAQjVhVzYcmAqFTQTNVM7LxKsnsT4Ed1nb0DQPWUF8fULRUvQ2GLKJhpi7LXhpVL2HhsSxUVqBuIoC4lgaPKNQmavTHpSWTVMhruE+iUJTq1D9DKVGGrNjSitUKTGT1fdm04LORsOA6ipQVjZo5bwY0hhNpAiJDSr4PcihsWxoor4nygSR9kqaGuUFeJC0AZiY7fKsjXdwbnMvZ8UCnKy4AVO6xVOad3Lelj38yNYfxTVjTLsJC/phpyW64gFC9kfX/ejgxUnaH5EXfPQU970nmDDUP8LLpNG2TC3TqcwK8TCcYSQ1OE5d9PO7aB10xMM1JoaxHMriVRiu82AVSnlU5MAbVCa/V/NeAYNwirgnDZ9MSDW2IY12Oq+Ejjk1pFxsiCFRV2KrXCx5ylA5PPuKZCA6x0agQVbThkjVFEehPIZoKC9Agkwi/BGZ6HKwV2tSRhSJKvmTQ89k/E4B9mqqI9BYHDGbbEOTTUbYhiLuOdLCUbaFTVO0VIjKEhlTlIm/R9GW6UhkJNlhbm6FK2e/yEzU5UUtMU/8dBbzpoUnc1p7gf+cgWw2pdVs4LsWODW0ufcPhIWpiFa1keYn//xI1td7br/mhN+v1Ci2MMpE4+KNrMfIyloarPcn/P4X/cfPcdOt20gPRmwIRnEEqYwwXxRFL+au7gzjkVDsI+0YS4ccXp4hapW0WhlZHlEMI3wvFpmXUpRnDSApyZYbRAdjXMMRLUSkyx6XGoqWAqWJBiK9qQEsowLDIbBiKmAoyMZ8avCpwXgPVpgKvpWMAAYIDDCP8k48biIBSSjBtaQJ9ZEnWjHEXYl4VaWvZSZFSxENFMPpiOGcJ+1keJ3UU7Sk60Wv3xEDsWxq5JFSthCTXgO25Y4AEq5d2EFLZ0xHPWJlOVyMiQbfnXoU8JOt3SqrneP1C97Ve/aJYg6rkhhb2V9yIVaRLsiEsmjD+a/dxc1vP/6eu/1P3056T0K7FLp/BSZFmSebFEbLravr2Zgs4fAUPmLoYj68eA7dMuUrB9YzXG5wX3sSbTynz84znfZ54aabmTB9dmdzfOrwNlaGDSbjAb0y+APEHhVbyo4WdqBV0IO4EMlD1Hdo60VCmRWgxSjUprpOoPA2rPkgdVDe11HY9RquJr2pgBHeiOfHF4dbaeyN0aWnaItnQj4pgJYuCfupQheafBImNq6wnHbolYmAsx1H1NWsbjMkK55sMvzZtICPuoTudsdPTewB4M7S8pnBOSy4g/Xe2/cp/3roQtL5TPqkEyQ5fCPq/npYyvKYtVuZNSste9J77v3Nkz5F3KOWusQ9ue9FmcQhl5MRK6eduGfZ/idvJ96XMPlVT7sCHrQK/a6Hoeau/hzTpsf2aIkNRvw+buzuqJ9jfthi3/wEcWzZk07QHyS46Zyso1GlhlKRzXniRUM6nmEbCXmIu40GITLaBiZY4YlXj0XuTOYCe1DVXkqqdCK/DWkhNkSgaiveNioP+7iRhKiyIYOM4ZQ87u+6E2IYGeQ3ybJcq954fKdkEEV4DXPTq7xq+g5W3IB/3HYhy2YCHztMs8QciinbwS+sKSAEQ0M8NyRJSl40+wUuby1QIxtr6vQd+7m7uxlQ9NdpxkMU5MPJwv0mrx/4nhd9Y7wSji6tFT//k5O87BUHfgY4cRb0KVaPajABRPej0pQrxn8UNTF+zGZ5NNXnE395bB60mZ56QD8rG9foXBP1StlwmvL2JavQ3Sr69NvecPwGARhN4sP0w6YK3ZebqQ46q+EUJF2NySQOqdaHM2pCTWYx3Qw9EWMKoC8ovrKe1iGLnl+FJJEP50Y3mCLc0NMIVSr5b5Cb5WAocUXhe1TI4QUgL8QwLJgyErTzNQunmp55D1pjx1PKpqe1qGoTPYCyHROvFigr+eoujShb8pwuFlZCrTWOBA2Pl3MG6xuUTdGKmsyHw4Anm1JcOLefJ7R317rHRdfn9xYfx+tmbluzCMLrTBJMpy0GYP2H0fX+a2g2Lou/f9Sg5n9Zf75GgNdQgT/9f488jEWbN3Hl1p+/3wYBhMJcMWmUBZQ43ZdNzXDuAbxQD7qwNb3aa8kkT5Y1+VxJmUXo2OE0oCBZ0vUELl2iNhqtpvLDWTkcli1Z99lqQrxsSFYKfCQmiRXAFPer2LowFUgMRcdgE0WkPTqXA793AvbpzIq5Z2ZDMxsyz6MIha+p5murOmx5o7m5v5lP7t9Ga1mAre7mmOaCABHxaokqDWVLk00auptlYtLUmuY+aaTToUTGxH0VjKCoDSyVN+KSnirKFly2+RZ2JAfZGq2y31YghzQLK0VDHKkTdf+N5Ne5lDFc3vlhdFN0A+859Hv1166c+ynRySuNjqNj5TdKSTTVxlfwnn3/66Q/xybCbor7I6dvb2S/mDn/ME++/vV86oq3PrDX7INEJ0jKVK7YvzrGdDpFwxSUTpNoSxQ5nPf0eqlo3LsGXcp141IRHWybXmS13eDg0ly4NiAfU6RLWozAUjmMKSemcTqXdWpTAzYACdWaizSuGQdmmewFKrMQaYrxFHRK1C2EgZAV9X2g9gHRCtuKIPZQaOJFTXOfSOTmL7bEi4bWXvHpqDxJBnOKaFuX6U6fA7MdJm8P6zSTA7MNSSYml2u0Mq/Mx4KUKBldQz+/90ncsrIOgB/d8nEAbl7eSLzyjW/MTlQvMN+H6bSPiDQFJKfdu/p6u/WXj72fm00nMEk6qpQL3gND2euiTEBRXcLC4+6/y69kMMImFN8KMMSrin4ZsyebovAe6xVaOQ4OO+xdniC/r03zsEa5mKIDd3nY3xijW6T8wMZPsVB2cF7RTnLu6M6yZ3VCQCjj0UYkMt6amvlTNhTpcmVAW4qxs1K4JBIpgw9myVYuTtuMhaGgREapgryyYukIi2zkY1M2FXkv4YvdLTQPyvXd3yCsQ5RH7U0ZzoAqobdeDoDZOssLt3yVzza3sr81Tr6SomKHdQllqijXKYazPhg/K8wA8NDculq/v58cnM7hosOdgzle1Po0AB9bPYuvHFjPaas5OIeOoyNieL+RpaKYK8Z/FH/2acCR8dGXd34YSjGCrO4iR++7erzDFbM/yfWH/+CkP0cXQe4SfF5wPrDvPPnk/fe5IAMLkfp44r6Yh4Li5sUNpLrk2a2v4nBMasVENOBw1qFfxiz3m7CnSWmh68XfRo07fEv2SzNQ+ASKCYvOIpoD6h4hGsie5CLx2NK5wyUiFZM3MMi2SlnLthEJmKAFYY6XMrwOA4dE4xKNzxxae7R3tcdNHXuearJgzvpH9z2DZFmYHcJKFI+Jxvo+k+0Bh5od8IrzZgSAHddNnrvlq9w5OctNuzejtEjN0sMa29QUkxY9l8HeBnbQYrBuyHe2D5KqEZBw7YKAMK+avkN+r1xR+UZgdIg3/VY9wJo5Y/vDE5P6cNSZpycAM9/o1/Fg6tEPJlgrh12t8IcO15+vD2PV9Pcoms4Rk4mNc1xxwRuOyZiu6pZflY3ziT+xk6JtJHO6ip5zgIfOPdDddvzX+J5n/SY8C5595TtGSKiVaLmKal5po8oODKc043cVAiQ4McmSPHQBF2xqUEVM1LMoqzGRwg3Fyba5LxySA0sAYwRMsBYiI/IG6/HOyuePN1U3Bqw0rvVzgZgpgTQFVbykI0xOws9zFZWxAgeQpsFDvJKLQV4+ctXVpaPoRCH+ScCEaOACmGLRQ0u6VACx6Nxi0cjZRFE24cWzn+O72qMG4S9WzqVjhugNt3ERsOPandjZgnwyojnfBWNOHSGSl+Zw7cQLTkwlqyZq1dfd4hKcs53LL37jcXOmYWTI+PhX7CJZCe9t4SVzWEFzwdM8CfPxC78p3/+sb7+GwbqUxnwRAB+RoqQLCojINzvitCRLYtRQKKUKaZ7jvhzg5YAFjSWLS6IQPQZoiOdj4q7c6MumuCuLw7GqjUXxvnY+dpXmHIS+GWQ3FdXWxSbEj5Yy2VVqDWBwVISmFqDORRqXam5fnWOQJXRKGE5qsklYPS0iXYBoKAZe/Y3S7GczjqgnTI+xe0xIcZCGLO6VJEt5SJGIJLoqkdfu2jDcZNnROMhX8/XcnG0G4MWdW7nktLu45DQxcqtSXkQacGpMyED2XT8Y4gZDojVg7JUbfgaMxkxMYJeXcUV5xJ57efNl8ruUFr/uxPfKu/67OL6f/7pd5OOKxoIn7sratYkATfNfmmXmsYeP+/3vfuZvwzPl31XygmR+A1qALZQiLyI2N5dZKpo4L4e0YTfF55p4ISJdlce6GGGWjClKUu5UsyRJiY89upC9q+iIJMbNBSM6LQcxM/TEvdH6NAOZ6qqiwI03cImhbEWYQSkeIa0YWuLkb1uGoqWJWoZ4pSTOy1qKRjC0LTuJAGa5Jl0IpnNDWHysI5oaUiQJgzJGeUgWxS+he7rlR875DP9xaAe2bYkGjExVrSfuyfURd6VBdrEc8mxD1vbmMw4B8PaFM/nI3jMAWNfp8tIzP8kZv7mTdNsqzUNAdmocxI4p77Cro/vGZclLBUTQChh5lBzRL4Qptd0wxWVPeRPvu/H47ITdPyMGzk//nuvQZQBt0/DeOjFdW3ejhp86/kvb/cOvBeDin9wlsaohTjnuOeKewWTw1T3rcF4xnPHEynKoGGeh36K70qC1T5OsCPDTOAxlr0N30nPT1BjTaZjA5wmdNONLezdS9GN8KnuLW0pQVuG1HCC9Bh0AYDO06F6OHUtQiUSX2mZgxyiEMm60SBIaBpNZlDXowZqBjnPCaIhG+7EzCrTnjpUZ8ffQUIx5xqd7DLOYfCyWF6HAJ47TTjuEUY7vn/okmYtYHjTI+zHR/oRkWdHZ5+nPKZJl+RneQHu/o2hpXnLWZ+qXcqgc4/aegGB6gwwfvnrHK7BW42OE2XkqldEQReg9h3CbRxOAylvJVx/hEFn1C5fF3w+AiiIY63DlWa/hPV99x3F/xFfedBWPf8UuKuPNyqtCWwHrZ77kmH/s8UHC3T/y2vrfz3jJtZStiHi1wAyhcUgO13t2z5KYkv/o7CBVtzOt5QCXu4i9yxOsLrVorCjiLsSrImvIBpr+JmHwpkuKoqNwm3LxaEpkbdoYIBjOxoSoYS2+MbEi7pa1xKYCsypjUUmO8kRd8VDQQOw8RTui6Bh06YmCNE+iLq0waxPFYAPcUXa5Y98csyue4azsm70zCnRiGW9mbB1bYqbZY2gjnjB+d/0ePW3sq8zGXb5w03Zs7FEJ+Kb4QHijKeII1bHE8xHeOFJ15GH3K70NPKa9H73hNrqv20m8RYDK5rxE7p5K/cK36pu/HvVgAgj7oMLgjjmIhYOat/aI6d7ax5XTbfLJmGd9xzV85J9fXX++akI//jdHshlcqmWyFTTcjUXHcEpz2xuu4tw37pKNsD+imAE87md3kayPaB0opQnMLelCHjalODg1S7Z5NgXRzeWRjvWV3LhwNQUr6pfoXGEbMqlNuh693Mc3U9RKV5qfyNRmXsSS6gAE/wQxsVubb04ZvBC0kf/WWhqAtdpdr4LmXInBnfUQKbwxKO/RvZxkuRWcwKEYi2RD7mm80fgE8B7b1BIfpEJMVah8XJOshsNdw6AzS7yqyKaj+qaRjyuyOXsEkLA25mltxfsSXCy59rImTh3EtlqX3toHpEdb+xi1Yxv9zR16G469jC+4eledAV1V0ZGbVEVfVE4OP2VLc+Y7do0OrsAtvzL63ktetpMokclE2TREmUN5TdlUNA9J05lPGhgDGhZfKjF7VNQGhuIOLus3WSqIpw1+XJoGF0NcSvMACDhQemxDWCpRXxp7G2tMWP/a+vqawHnMUExFXaIlgtQLg8ExopPrXo5PjdjbV/nSCkAi9EzucKnmnuVJTp+dp+eaKOfF8MxD67CjaCqyWUUxLsBZuiCpImVL1rlXkE2Y8Ps6OeyNNyjaJvw+EOee1W0KM5nxI+MH+fm9TwLgMe29bNo8SgW6+651TC5D1Lf4ojz1Jg2hWSnn52VdKo2ZmjjuY0CmwXXkWmTonjvFM77r2lEOOuKYD0emiYCwM1IrqRpeexqLjg2fhI+96q1c9PO7gjGiPPYLvyVr9yk/eF1IblC1KWI0rOK4FEWpyPOIA8MxJuMB65urHB5sgEyjck3jUAAfPKg+IWYS4lVN3kgYpAYiD4WSx2bQ2xiLrMPLhMzkvqaG4zw6H+1BrpWQT6bCUmlqEiVgmjM6GO6qECumxD9EQbQSYtfqHHctJrYa9FDXsX7tA5bFSyxYjWkVKB9jgtmXsMUUN69sYjodsG7zIi6eCRNoSz+Y9E3e7gJ4LbGeLhZmQ9SD1+x4Ly+67Qq+dLukIE2uW+WGZ++q/155HsEY+LI8pZva6sC1lsF4PBbQC8z31fHCg40tlrcf+5iLXy6//9Gx0Omyw0/qmnlntQCxAOf82q46Du/WXxp93xN+ahfNRScGxA0je9ygpL1fmC/9e5rc25jikG2wLVpkybbo5wl+OQlApq/vrZ0Fz7CncIdibtsyx2yzh1KevIwoM4lMiDsF5XJKtBoiFKC+f1cgr48UxWwTr5TILEvxrvFNEx4v6yYaStqUizWVxslrhc5KkVaqyi9JJsfxwKMXY8ZPzzjcDlGusWP5UAdlJeWK9RmdsSHLBzs8efYe+jZm6GO2N+b5QH42ajkmWVR1HGyyIozRymcqXbIMpzXPaAto8Mr9T2DvYPKYv+E9K5OUmcEH89GHLGF8JMo6AQ36A/SeQ1y58RW4xaWaOVGvW+/qPuEF+ntQUTiEtlrYmQ79TcdGBz7te687Zs81mQ9JWqpumeK+47Y3vJIzfus6VKmIAui4du1e8rKdRFr6Ux9pmgsWr00AZCPuitbzxaktxMry/Z39AAxtxMrhNs27Y8bukb3aFLLu0iXIx4zsv6kwVHypKBcatLrVOg2sA+spWgqTCyAmBqLSFwjYNUpl0GisVhQtYTwmqSEqbD1okOQSsKG3rQ1Ardz7JZ0HdkQdvK0AZXmjzj5jH4MyprSGSFvO6KywVDTZGs/X79M6s8rtaj20LCp2uIEO8ayGsd2K8kBM0ZZB4/PPuvm4S+I1572n/nfUg3TJ0zqQ44viuI//Vn2rHqlS/htwsFJK7QZWEQFw6b1/olJqGvgbYDuwG/he7/3iyZ5nXE37S9TzHvrrCIe44rInCnJZSsZsOZ6G6EXZhIqgka422yf96E6UkwmrTaTx+/jfvpJnvvgaooGj6Jh6Q3Kx3EjN0NWU5WjgiFcturAhKqzEtmKWz2ySTSiGc7DxowWNg31cQybyOrcU4yku1SQLGXpY1Nnk5XQb081Qy3KY9hMdVG8obAQYgQVxLAdqL9Q1ALIMWk2IY3wcialSoCfiPb4pzb/knIszM5U/QgVAVM9lNHa8Ub+/B548Jg72ByTP3AwdxZghXpXXlU2LPlI5z2BatObRUFIGlIXxe0p0LnQyXXr5OwTN897nWT5z5W8yoyU3uwISNqw5jFX1pB/dSdzzjP3L5+RA5t0jYsT4fv+uz3rvn3j/j/wa1m7QwgHo887i4NOmSZeEjm8TmSTZRLw4ooEnWbF8+F9fA8ATfloa13TZ1VNIgBv/4moufeE78LEK+co+GNYhDspBkmOGrmaG4KUhtrGiv95QtKG3zbH+3EN0hynJuydpLlhp7JYKqig8ZUfOyTY1rG6V9R33JNe+SllIF4r6MVFf1nklVyjGY2wq5odm6DAVfTxMDlBCu61SG9KFHJ1boY6bo+L2jMIlRtg+1mMyy3A2Yf9TIia+Koya/py8F+P3CmMm7+hjzP8GsxKrVmn5W3tUMGJypIu2Zhm5WNPbGPOsqz/JO9Z/HoB3rk7zqdUd/PYTjjSSPefXdtG+D6ZvGaD+4/MPfq08wHow6xa+trWrm7I/6LEOg4u2oRyk+1dxjQTbiijHYspUMQymttXB7OKf3EVnT1FLVGzTSMM5lDVQrRsXHLttQ+NMWLe5p2xUHjXUBlo2VXQ3K7I5x8+84H0sly3+/o6L6K80MIcSpm8Ong1BHjScFGNamypWt4nkwTUdeqAxQ6HkJouiO678dXQByXJJvCqsrLIdEy/nuKC59cExv2wJWGCyABwbhSpEo16xXZT16EE43JhR/KQqLLad0NuU4mJFb72ivV/ihlHi+aMclGOOeEnTOiCMoHwS9EXLvPD0r/D//ukppAuBojsHxZhj+iZN67AdySkU7HmmYfPj9/H89bfy/gPncN/NG7Ady90/9poj/tSn/8XbGPtcg01/9hXs4vIjBih8PfbcaG4Wu7iMmRjHLq+w72efhC6hsy9M8yNqllTZEiPYtZF7T/u+68ALnd8mMqH9z9++igtetYu4V4E7Qe9dyvO5CJLVkcxR5z4wW0Qm2d2S0t2s2HT5Pbxu+78xqQf88eFn8p4PXMzUlyFZDdIvIz4yZUPAoP2XOpLpIWPtIb1ByrCX4HON6RlwiomvVvcQee26gHTZk6w6GoczbDOqfWyAel8rW2IYLRK3Mrj4S5+hA8NRWR/2aI1rxdhWRLyUUbZjXGK458dL3KEGY3eIzCbqQ3LlIYz2HL5pjvHzF1hebeL3N2HdkNM3HCazEYc+sZF4FbqnOVCesdsNE7stUd9SBiZpd1PE8IplvvQUkRJefsu3ARwBgAGc/tvXMfdZxczHD+Du3Xv8WNOHob6WPVcZIwCB0fcr1zSTk8JABdTsDAefv5mpWweBvSeUfpeK74VtaMqm5hN/JX3uM15yLUVbE/elX7WhD/7IP7+a577g14EAjqXBY8MFX41cZIZlx2AGwZRTywBqZXtC0VYsX5xzydl38Venf5Dd5Spv3X85n3jXRXT2jPbNqpeJe47VLSK76W312KYDDTpTxEu6Hlo0D0Ky4gO7UYV0NE+64kQqGAAA0xf5Yz4R4yIl94ZYhoK10XPomcuWGJ5EA1enjlVAWH9jijeK/U/1TJy2xMpdk6hSYbb0ieOS0ho2Ty2xOGjRiEqU8jSighvO+2c0mluKHu9avpi/u/PxrBxus27jEklk6f/jBkwuQ5qiA6tnl9z57X9Y/00/MDA8r2lrNk1VT/rRncx8ah5VlLh77nvE5DkPdu0+Gkop9eq/+N117/i+F499o18KAJ/6/JCnv3DP73rvf+Yb/VoeaH0jRY3P8d4/bs2i/AXgA977s4APhP9+RKqajumzd2AeczYAKrf1zU6Vrt5Yi5YmH5PpUFXKSbPoItmEtPU84yXXkqyU6MxKjFMhN/No4ElWLVHma2q2TTT9DTHdrY1AuZaJPYhhW+MwLJ8RU46ldSPnjUaXlfYweC+UDrJCgIUq4rE5OszX0oM4lg+lRmyEKJKPJBHmRhwJ3bsYmYIB8v3Vh3MBYEjxSSxsBxe+Zu0afaegwOP32toELJsUupmLw++hJR6vaGtsItnlnX0lyaqjfcARDeV9so0wQdbUmmmATVsXaiAB4B+653DJe/8np//OdZz+OzLdPPeNo0Zh4mO7cUV5BA3wUVneoZtNsisuZrBtXD6nqHO5jygFRedIMyZVm3+GuK/C88wXX4NLZFpUH8xCIxhlcvByJkRzhkMYIFrKWKb2xRjogSY1JdunFiTSNOjEJUYjTK6UMGnwYAYlnT0F7QOWZNXWudRrUxuq61HnQi30scammmgYjL60knWSCuW2+p3zsdDgVFIkhxjWaY2yVj4Kix4UQQMsnhC2aTCZZ+wuMaMrm4piQkydsgmhQ6bLtk5Zae8raR2yNA/7Ot5VWUXZlimKi5Qc/CJxJLdNTXerYtyIzfai6/OuA0/k3Z98POe8SdbrxS/fxcUv38Wtv3QVM1/qYXqnKFX8QVTvu59Sr129dRPv2fe/iFcL0v2rqMLWeuoylUNy2Q6RbqE++wdXiV67EMaHGVjSxULYJLG8v4N1Cf31MYO5mLIhB/Vo6EO0p2cwo+itk+f3WqaYcRfiZU3XNmjogkE3hUxctdMlR+NwQbpQiKxNjeJ6mwchWVboga4NCpNlSFcEFHORTPZ0IRKdYjyhGItRzlNMJJQNWatmaOUw1lS14ajy8vloYNGZxQyF1eASjXLCuqnXrZVr1SVC2zVDT7osh0G51wggYjLAKsq2vLZ02dPaB8O7xvnIvh2487uYYUUxd/iGIx6Eaz9cc3lHU06XXLrudj586EwOfmQTk1/WbH6vqVl8z3jJtTzjJdeiDqeM3evwD6ej+DeoXLeHLwuWn3MW3RdfDMh7WslYqj2xaCvZL9qKi35+dO/JxgV8NIGhpSw87ud2EfUl8SHpOhqLlua8JV22mMzX0jBt5cDW2xDR2xgL48qokDADX71tE3984JlsjSzvvfNcbMPXXjNlS5OP6drp3sWK1t0R5d4WCwsdsn4MTqFKTbykad+r1sTphTg7K8BGNHC1v5EqwzXVs0S9EhfJPbwy9VWhJ1C5xfTEyNAnEbaTYjspvhFRJfR4pWRPb2jiW1qYnsY2hNAw2AAXr7uXjZ0VbMOzcO8kSnlc7GB/gztu3cR9t6+jbMqa1lMZxGJcnS4WuLT63TXZFLz5gn8G4N39FgdWx9h94zbOf90uzn+d/K0e+5pd3PVzYTo/GD4iA4eHo7y1wqQpT86aiM7Yjs8yVJriz9mOm5GD0mAuoezEdc+pgmmmXuNvBRJnnnQFrK2A23il5DmXvz30n76OCq0GZCaz2EYwR85cMCkXZoTynsaS9HbmUMxN+zcy8BnbozHWJyv1z83bmsG0RH/m44qio4kGcs0pCzQtql3gGo58ytVmzi4ODNewhqOB7PteiYeDixTxSoEuHWU7omhLby8RltLj2FQicV1lwFgKG8EMSqKBxQxKMWQMg8FsXDHzBc3gpmmSJfmeYhDRO9wmP9xkUCQ044L9ByZY7Aqo8MaDF3Ltwg5+6+Bz+fTiacy0e5hmyaaxFfZ9eb1INapoSgfJ4RHz9E9W1vGKd/4kT3jzT3P+a2XdPvUHruOpP3Adn/7jq1GDDHr9U4tR8636L1GnkszhO4Bnh3//KfAh4LUnevBDrbWac2KDV4rGfola8XFF19O1Y/vxKl2R5sgmQo+OSydUZKOw7YjhpFC6mvOjJqoMplzait5frblP+UgTrWY05yOWT48wmURvDWcTOru7+EjLwSe3mL6qv0flwgxQhcVOtDBdDcNcpr8QTBKNHPohHPydREA2EwEgooYwEarNRylUMNpTNmTwVoyEqqq8aK1l6lDa2kHYK4VLDSpSxCslysrEFy2RZHF3iO7lYukQG/AptmmIBk4ak0STTcV0lguySVM318r6cFADGyteveMGQJIbXr//Ur66Mke0GMwcU8/Tv/tapmJ5r2Y/fhC3vPKob2przW63S97R6BJaB2UhVZGRLh5NXo9XNShTPaWTZlVSD3wNPojZF0KvDQ1GYL/itTQal37bO4gGjgaQTel6mjWd9rltA0ze4cJrEd+DqFeEdRWmbLkjzTJsI6LsROLKbCHuybWksxIToiFdYgJVUSYPyUIGQDEW440aNQu9QMk1AvJFfStJIzoAcrnFGyPu4kG/q0qHMwodiT5Z547OPjm4Dqc1+ZTFK0MxBjaOmLotJ1kqwsTQUrZiOnscy2ck9cEy6ktD01iUhtsm4sfQ3WgYrHf8257z+X/3PZaJxoBEW8wgxGQCE3dm9d8n2rsARcmjeeXe4P6OKyZ+TGho8/PoLeu5/OI3otVokfrYhKmnCnrXY8sMxbTVJToYBcrnlYOVbQmDoFcd2yN/N1UKLTcaCBC0dt3rkDBTeQN8YXkLT566C281FMJgEO8WocR6rYIpmVw/+QQ1SKZKRdRFDMIyuRa9AbVEDWZ5LWyJMgB/upQ9zdRRpULvjgDV86giALeRxluPN5KdbtuJxO4Nc9mnx1LKiZSyaULqDTTnLWVDsbo9JOCUYS0eCiBXABrivqdzj2KhnJXfTQs9POpq/LAyD/U1Pb9oaXSS86mF09j9uS1MHJB7nC7lnnb5k36VTl+Ar3NutpDn2Gy0lh+NdUS/ENghY3uOvBqdER33yaqaksZdh8lHMsnKpFGtub0qK+tTpCUBaArrxCY60Pgtnb2KwbqIT+/ZRm+zo9XMWfEtbAMZEOjgQdNQDGYVJofGPJihZjURH4JoKcQvrwbQKSf83VUtmfGB4VMxuuRQmaP7BT412EZK0Q6RvH2RwplC6OR2TAYmZSsSz4XcykBEe5w22HZMGUDg5gHIxwEP2YzHzpRkLiJSjnhjn2J/C3NLm/aCaOSLcYMZgrlkidXlJo1GybAQOnw+GVO0xSBPWcXkc/fz4naPzBdcc+dlDPOg1Z8QEPAp/30n4+E+N/35xfs9qH+jSwYiJwY7bnB/x+XtH8INM4m3PGsLyntmblqlt2Ukc/Ah6caUJbZ1rHTHDIRdqLwnWs7BKMwQbDMK8gFZlyYkj1Rgb9mOpGXUvk6R8kqRrIh3wWBdRH9/m/f2p7kgPcC2dB6XyH7pI0k8sSnBxFkFYB7iVSXGiXHw0DCeZHFNr67kejSZJCjJvh16o0hMnE1maz+Q6jqMhtUgw4c9XfY+Mwj+aCFCvYpy90r2z7Ih5o/jdwrQbAaKoZJ0nLirKLZprNOYQwn+7pSvnJZwV2eGrB/juzG0LNs2H2ZsbMBkMkDncs3pMFDxBmziuTErec/KRfzz7gvo3Cvm5FWN3zICYuj18MWpLS37Vn1z1jcKTPDA+5RSHvh97/0fAOurTE3v/T6l1LrjfaNS6ieBnwRocKz26/5qrebc3vQV9EXn1dFbKit4z1fexvOe87a6ATzaL+GMXTvZUG1OsRzCdOZqp+7VzRF5YMp85o9EC/ys75AItHxcbmy69OI1ALz/I2/gsie/CVVYmvd1yccmyDviPtzdpGkejDHdLBh2WSgVvhHh0kicvUuFjw35TIOoYYiWDWp1IJuf1lDm+Lgh35uHyMhwgDryLxKkEIU40RNLNJnKcvFZqB5fMRQcKGSysNYt10cqRPQRdJWiRxtNmW3tveC1lgbDyteVdeBUaKw16ZIlnzC1Bs5F8tJWT1Pcl8/wv4sJDhQT7OlPctfBGcxA/i6nXZ+jCke0nHHlOb8gU4ZToKn9Wtfu8W4Q1Q3wxr8QWu3jXyFotRn6Y5JLnvBTu+T8E/reKNz4XSTveTZlagPMD/+b0JYv/TYxaqokKHLYG3W+4tbs6OxRZKuKfcvjKOUZbi5EZkBgTaSSOw3SmJTtiEiLwSZeDMpcpNAIE0cVDhcbmezGOpiOijzDDB1lO0aXjmhgcZFGBwmMRIt6oh7BKFUol5U3iA8Rpz7QCOrrwARj1BANZYaObErinGhbCg1uVYcmJ2Hjx3tysNRBP5x52vvlotZZoKc7T9QtKFtxbdjU2yQNUG4N/WHC/HIbu5TS2S9/lMuf+CukKwPIc67c8DP4wXAUs/gNrK9l7Z7IC8RrjW8kvO+mX+ayp/4a+ZhBF8f6JVzysp2M39nHpxFFJ5LJ7MDKgdsoButiBusqtozIdp7w06PJ8OpWQ9kSCQrAjddczVN/4Dp0KdTWaKj4/BdOZ/6cFmS6BgnEfEsmc7r0xIGpQg5lIIDZROQtykkDmI+pOorOK0hWxcuj6EQ4I14vXo0igWMtwF3cF3mXmJ6NDH69Fkpt1Jc0h2IyxTdMYKtUcrFEDro+MCKCrCObsehSkR4WinvVnDcWfC3Rm7rdMrFbrr3mwSEu0fQ2p5hlAX+F1eEYzMUhhQhuvXsDyVAa9moi/6k/uZort/x/oukeZriiwGfZN3y6+3D2C+2/u5H+Sy6RBj9WfOpPZc+95GU7JV9+cKRPEojz/UQZ7q34cMCXteGSEWAD8OF3i19T5RsynFbAyFemKtvUmKEjXShp7Uvo6Q4ffOwOzpk+xCcPjmFj+XurEvCKfBz6WyQ2sblf7qHCqFGkQUgaDUVvXb2WoqVqplWyKnuktn5EW2fE9NIhdtVFULY0cVf25Gw6DfLOwF6s8BYz0qQXHZkQJ11XMyLKNvhEYirvWJllKhUWl7KKmS/J/j6cNuKL0HUsNiYxLc+wIQBJZ09J2dSUqVynLgKXJ/xTr82XBlu59+5ZVKZJwtLc+PFBDXJcceEv1oMTZcwxaWBfzzrp2l2T8nS8Opn/UvNgxvs/8gYAnvu8X4dYWILV+qvq6d9zHY28kvJodC/DtcWUsvJwsYnG5I4Pvec1PPuKtx/x/aYQZoKLFB/44Ot47vN+HTOw6NwxvtugM8M7DzyVX9n6LwAMduR07o2lv3Ah7akNtikAqLYQdSFe0ZQtj4/8EaCciwKzqhUYiQOC8akXzxwFxXhEZkbHHmWp/XYUoApP3CvXsNekr6/9QPpluHYNcdcSdy2DuSh4Q8lrddM5aiXGDBXzh8fAK8b3CLAbdVN8nDK5CHgYzBkGczEryy0OjncYv0MR92QfVx6RWkyVrLoGn1o4je7tk6zreZIl6aWuPPPV6G4Pt7w6Mjc+RRk1p3o577GnCAjjTiFftwda3yiZw9O9908ArgReoZR61gP9Ru/9H3jvn+i9f2J8nLzVB1vv/fyvyj+yQj6AD/y7OIl/7F2vOubx7fukIczHj5xEuEgznI0EWT+qPvLPr+Zj73oVRWhoXXyc5/CifW3vyWgsONIV2Sh7m1PK8UagEIZYyaAb9mks8UXBLblyqvXtFN9uiN9BFMnji1JSL0CYBMOQoxwMF30SPBPKEla7YWrL6PE2MBSUEiAhL1B5ESjcOkg1BDVWhRxQbcNIw+RAZxaXGDnYaR2y0sNN24rZYtkR7aRygi6XTY2NgzQkFuQ37yhsAn9469N494ELWSpaPHZ8L1p74i5M3CEHRtMv0b2hAAmr3W94UwsP79r9xF+9ko/93StP+PXP/J+rj/lcsuqOnYKFG2kessXhyHX/4X99Df/xj6/CxTCY0eRtVZtlVl4MUDmNe7h5jHsPT6FiOYzbRJgltqkpWxEuNZiB/C2KjkyZlZcbZ9J19U1b5w7bjkZReVa0lC4W+m7Z0pTtiHwypuzImqni93Thakqi0NPDteNk0it+Cqr+PNYTL8tE1fTL2ncBHyZzucYbedOSZSVRl9YJNT+wZgAaB4akCznJck60WhB1C5m2twxFR2jo0QDadxu2ji9x/ob9xLFl/BbD+N2OTR9ZRQ0K/MIifnEZt7SM6/dPiWiyh3Ptvvfzv3pM+sj7PnHiOGXlRSaQTR0b3TScjhlMKyIhl3Hz2+Uw97nfvYrP/uFV3PjOV9LbBMM5T7bOkq07ch8QCrforO+7aSOAJDSUIbJuPEINS9KFvI4oNZmnsTAyeVNW/r8xL/T09gFHulyBr1CMmSDFCCBDJKBD2QqMmuAJI5r60WvTeUnUK9D9HN0dBnZaaO6bMa6ZCrthKNd1NAzyOyOJQD51qFzVhzSTweQdnvF7cuKVkubBjGQhI14pSZZLAdMKx/pPFcx+sZAECkLEWkjaWffelHhvGmIiFcMpRfNgyWVPfhO+P8D3B9iVVVy//02358Job1x7uP/kn8teezSQAJAsiVzKZEc2hzaVv3WVU7+2Pv63r+Sjf/8q8gnxtaiAsLIFH7peyJoVvbyz19Heq/id25/Naa15xme7uFTul/mEGIZ6wI2XFOMjGVncVaPDWAlx15Ou2CALoj6AmSKYljqIV8ULgQDIosH0c3TuAuvC05gvBaAOVHFJfBIwxUUa24qkDwgT3oo5MZw04sxfqSs1+MKwb2GCe1cmyQ81ad+t5ADXc7QPlLQOy9S8fR9M3qqY+6xi6oum1tpLGhCgIfvkNL/y5RfxxPad4QcokiUYvyvISQYFOitEcpVXJtQnZ5s80vVwrt0bPv6LJ91jb/j4Lx7zORcjjKfmiLGgnMNHmuG0IQu+Nv/xTwJCfOj61/L+j7yBD3zwdWCFoZKPR/Q2yOM++IFfqH4xGvMl43c7PnvHNn77wPMwynH+6XtYPE/YTo1FH6JRhaWQT1tseAt0IXuuGQoTQBJoqMF9kH3dJiPpp8lk38zGtcgVXfApcfI1XcpajCr2TABnK2DJppL6YFMTDBwFSB3OrEnuaUG2vsSkFlXIQLBxR0r7Kwnt/Y7WYUfroKe1z5MuOZKuZ+JOT++jczRvbnDfP2+X+4YSeaRNZO9u3xHzb0sXMZkMseMljcMFyf5V0lv2wPIqbmmZygfMDbNTol/4Vv3Xq28IM8F7vzf8/0Gl1D8CTwYOKKU2BlbCRuDgI/06lDFcFn8/7yv+mivPfDV2dozLnvImivGUkyWORkNBvKtp8LOvfAfKO/K2UAtv/vVjm4qqKrpWuQZoft+nfpkrLvxFvDHE871Ab00pm2IOU4b4JZ2Y2khOBfCh0iOmB3vohVXZ/JIE126IBMFaYReAAAQgZjjNpoAC3guIEJvwvWLSqHIrj7dWAIkKsVNGJBFxBMGwEoTChgvIbWAeVM2EixS+HZOPGVykQgqFk2ltw9SMhop6lnfkfbSppmwG7WbhRYdvZQKU3zrB8uMyfvOcT7O7XOXj06ezL+1IczuviUKONXmO653cpOjRWJclLwXgP/K/5JkvvoZnffs1fORfXk2y4uvm9ugqWkEHaH0NNlz6wneIIVbYCY4HQlRVtuRAUj0PCKBw6YuuQReepOuJVxRZFtEcy1g8O6V5SDN+r1AbXaJQQ2lgk+WCYkwMOF2iBeQovUShRYpyLMY2xNgu6hZo7ylbkZiJxTKZU9ZjW6bOfdZ5YCJoJT4LhcU2JQq1kvL4RJJF0IBFrqHIY1ZzvGngUiNf8/I+xX2PyjQkjqivWP9pAQu80UF+IWtYmhNh3+hAhyzbMS4KBq7hLNE8BIM5+IlNH+Fx6SGuOPQ/JBK2IUCc7ucopfFeorhOhQPZw12Vg74qLK6d8IJnvIXBuhSNyGeOV/31skA/9Sej9fm8Z781GCvKf9/8tuPvu8VMiUosjc6oyapMxp72fdfhFTSWPArF6ukaJgqGGxSTtymyCU07SL4AAY+8HBBdJDThMhV6d/NQIWt5KGCqSwNwFdJJykg09ZUjuRkGgCwkLMRdT2PRCrXYOjnYFLZObsBJo+siLWakgOnlxN2CYiLBZHIwyiYM2oLpGUwu3zt+tzTMzX1DaVZT+f6yHeNSAW1NFqj0DVmvtiEshzqVpfS10VnxzBXcx8bROaxsj0lmI6buDLK6b9KKtmzmym3/k0/c8xs84ad31ZrlbNbDxhN/n7Lic1Ct7ad/z3XiYRDJoX9tgtTR5SLIpo+Upn3kn18t+7aCeNXSOgAHl1vEWywvPO3L/G33CbilBJ0LI2vsHs9qP8jXhgI69TfJc3m95od5+XvnM8EY1ApAUDG1cJ5sOhFmUM+S5lbkSalMp+OegF35hHRPXlEzL3yF3Ya+QIOkQQS/EPEjgbIJaJHaFArKXpPeYpvNNzni1ZxsOhLpjvPBD0LVnjguErZMPm4YTivxBCoJ1yd075jkiiflbNyyyKCIyPdPk00q8omYRi8X6Vspkdm+LEfG0t8EtTbi9NlXvoPnXPZ2/v19r6W3OeGTf3b8e36yFO49Cv79fQJiXf6kXw33a/nSyQYaRbuKXxx97oaPvoHnP+stmKElAdLdKXdvm2I6Wc/W9iLlkzW7B6fRuTfEOyr527mGyNYqEM+bsIfmIrsQmaasi4p9aRNhU1bG0ZXnjfICINiGxD7qEJNdr9dSPBIqPw8fWItVQg8hzcTFsbAdmiIfG84AqWNyvM/i/iZRBs3dnqjviYaOsil9rUsUw5ZEm+Pl9zO5sMZWTpPHNBbl9URD2QNWygbfve7T9MuYhbHtmLk2SWlhZRWiSNiLp8hU/Vv1X7O+7mkOSqk2oL33q+HfNwBvAp4HzHvvf10p9QvAtPf+NSd7rq8pzUFpotlpmZKPdeTwO97ExaZ2t4XRJGBtPeHfBMX93AvfzCUv21k3kd2NEUWQOHzx2uM3tue/bhc6F8O6tfF7AJc//o24dhLMIIVlkE83AyIqN8502YpeO5jS6ZWBHJqNhsFQDBWLQgCALMgaGqkc/q3DJ0b8DULco48NPtKYlaEwD7RMHdQgH31/HNUILUmCT6NA20R8F0qLb6ZCX9Qal0SCYMdGYswqB31dTSlE615rnz2gIB8XWnnRFlQWCGaWAYBpBjd2KzeTxfMcv3T5P/Ij44I73VL0uHFwOr/23u9k+ibN9Jd7RAdXKO+8++uy0X5d0hwAlMZ02rBlI3aqxdJZTXQ50oFX6PzRoMJjX7OLd/7sTgAu2nYvL3jamwFYObPFcFLVANeJwLBzfm0Xrf1y0zs6/uypP3CdGCIa+dt1NymyWaFyu8Qz+3loLJS4WJEsFRTjoeEMbvbp4QydlfS3tEdNiBYaerIk15fO3WjyEAznsglpCJqHC0yvrA9KOg/rTkG0muGNrHPXMJhugR5kR1wHAC6Na5d8aSBkD8imYkzhibolOrfCvnEjcz1xro5YOCcSGnmIxSxTRdx36DJMRpQiG5cp9LNecyMtk3N6eoiXjR0G4Ix/eTnTn41Y/4G9sNrF9fq4wfARX7uPeJpD8PqoSjeb6PEx/PoZbDvBNoLXSSz0/w/ecKz37uN/ZhdLj3Hc9XOv5Fnffo1MEwvPcCaiaMuE/EvXnBjE3f5nv16DCbe85JeP+NrTvvc6XBLkVSlkk4r+Rk/jsDSqU7eXxMs5g/UNodA6ZM9PdZ1CgxL3fYB0oRRQ1Ugjmk1Gwq5oy5quZEWNJSfGdk1xTKdi3xhF3C2IlgbCKjNKTBbbKTovcY0I24rRQzGu1EPx//CpMLvEF0TVYHHZSST9JEwLbaKIMvFl8FqAXJtqKrNfF8tBt2zItRAPxHTUK9HLD2cj5l/S57TZBba0l3j6xO18obuNT/3GxUx+cRluu0t02l+HeqT3XGUMKk3BOvTG9fhOg94ZE2SThsGsHAiKMWhJwh037Tx2DX7HR38WgH9+xu/w1B+4DmWhuyXEf4bD/InW7llv2yWyCAO3vf7Ixzz7irfLPVyBjxV5R7N0pma4wdLe1EUrz+q+Mbb9q2f59Ije03sUqwmq0OihALWVHKdznzDXlIXhtID4XkvE9fhducRTO8/K6Q3yCcXULTmNPSsMtk8ymDE18yLuOeKumDKKN4iACbYRwK8QGylmu2ENRuKz5JUKUh1da/GLtgBb2bimbFPHF3stzIvBRtlX4mWNzsVrQa2xO2jtVcQD6ii/5//8x/mp6Y+xLRrD4fizlQ286UPfwcSXItbfuIpZWMUvLWMXFh/UOnmw9XVL0FlTutlEd9oML9pef06MFQU0+MCHXn/E45/y33fy+28VwOyibfdy6YuuIT0wkNSdVlT/jSpmwtH11B+4DhfL3vyF3zxy7V76wneAoh4mLJwdsXqWhabl9K0H2bM4SXJjJ/SKBFkDoAL4GrxqmvsVzcMipWgsutoHweTU+1nlV5NNiOSns0e8SyqGprBjNMlyiRmWmNVc+tckYjjXxMcKG4vpabowrPsFmxrQo9hebWWIkI8b4r4LnicCaiWrwggtG8JIKsYU+Zj0si6BdEmkHAI2iDGwp/LAgh3fcQffvf4z/ODYQv0ePuGz34d/7zSb/m0vbs9+MeasE9weuZ7hmzXN4U//9+w7vufFnW/0SwHg05/PuPTb9j2q0hy+EcyE9cA/KrkgI+AvvffXK6U+DfytUurHgXuAE4u+Hq5qt+UQrAFjKDsJPlJ88IZfOEb/tbYW7pvAG88Zu3YyE0lMmbLifJ9NKvpbHNt/71p2/9SxU7YTTc9A6L8veMZbcA2DHgqlLFkc4oI5GVOiL1RlJDd3D3RSkTlYB9rg4yhIIVyIb5QmUfTg0mCCJFe4VoJrxAFtbaK7YaPUWhgK1WGrSmswRoAEGDW5AcgQyrdQeZUVxkSlUVeFRWFxjbieOLvARKiojnXCQCQbt9eykdqGbNzxaqAetwh+DNA4pPnz+y5h3/pbed3MbbSUY9m2JKatDJT2TvOhr49TubZspFjfoRiLQMFwSvKga3r1cepL77iKM/5ygLmnCexia1v+ljaWKWQxLqDNme/Yxe2vOXadrs2SPlFVZkftA550SYGG7lbFcAaSVQGDTGbxA03RlkO/Ln19QIdgbBoFJ/5ggKfXNAfZdFwb9XkDDqFnCxNG6LfKOopOIs7IZSKZ5iGvXbkQW2Zl+oD2I08SC0oHGQTi79EsArU8EZrucComXS7rmMuKVWOTsGb7lRbT1++JssH1OvhO/ONtF7FtdoHZjatHvH9J18m1pzUqSVBZhnf66wKGfb1Kn7YF104pOwnFeFTLa6LeiVkYn//fV7Fj507O+K3r2FoGmZeuZDqK4SzsuFaAsjtedeykbfcPnTwcyMaAkia0sSDZ5jLZlEYzWpW9ziZyKM8nopomm3Q9ZRriFjsK5YxMc3NH0Y4whexxw0lZ48oJfVxZT9ERVoAuFc6IvwxKUXQMY6s5SjnUsMCNN0VOVihUZjFwpO+N96hhjink0KYyJwBaLOZ2tmkojNB1lQdnQQcdWxWP5k2IfYW60bZp0CSPaYknRBN3HfaeNt3xHjcPN3JhZw8HszHinoNIj/LuvxlKjUb3bmYMl0aULV3rupWH219zFRdeveuET/Gft5yG6WvO/NguZmIFQdstk1T594VX7zouEPHV1514z/3Q9a/l2Ve+A9sUgNJknqnbHO4uTX9uguypXUgc/XVyj/Be1UBCvCKvvWzK/bRsQbpMfcADNdKgdwy21CQrckrXheyFvpGIA34i6ybuyQHNKyUJJEj0o21L/K8qfPBaGrEViAVUwYHSwk4z1uK1gMRlGKIM52Rv1cGbwlNJRj1EniwRANdHjmgxwqUe05dkCJcIAB73FX/3lcczfUGPCdPn5RP7WLBt+Z2rrWdtbPA3UymNajZgcqI21AQBB09UN/7F1bzgQ/eyZ2kCPvcrzNmW3Fu9eGMUHc1wSnHhVbu4adex67Rif52sbEMkB5N3lLQOSlzuXZeuoz01kOFGZcdVyv7rGkDL4qwSKUEmIJRNqM1Mq8GX10r6ZS/slIoJkI0r8QexvmYtJisltqlxcYwZlDAU2ZdLpGfRFjCKYiJFZxVjYyTJlJ5D7g9x15JNGkm/acvPXOs5lU0gQ48YVCQMi3xcehkzEIZO7ZMSwJG7l6c4MDMBjMAEazWNrsenCejQ33v16E4r+1Y9auvrvnN67+/03l8UPs733r8lfH7ee/887/1Z4f8X7u+5Hmzd4P4OABXFx214bMNQtgyXfts78EYdl5UA0LonorU7ZvIWRboiMWW6EDpT3IPWHk166KE1VDd8VIxxXDPCthNhCXiPGZSYEIWHF82kSw0qL/GRxk618J2GHOqtkwSHRgqNRKQOuYWsQA0y+TfIQShIEoqxRDwYKoM6pfCRkQjIJERLaqFNrv1+tIZImlbXjClm2wzXtxlsbLF0TofhhnCYd9Db3GQwG5GNG4qW3ER8mNKVLSMxWyeoz/yfqylbAWVeo0G559A0Hzp0FgCfzjZx52AOHei6ZdNgx5I62/7RWtW6hTApO46Ws3JCzjuaT/751SeUOjS+1KS1F2a+5BnMxqxuScLBRj6KmYJi5sGbTn3ir15Z64mHUyNmCQ6iXoW6CzNFBSmCyUJ+PVB2DMV4got1YKCISZwpRsafLpVD2nAyREdNSbRT2ajixQzZdHwEg8E2NC7W9XWjPLgkwjVjfBJJMonWcuiq/q2UMHjC7lh0IrIZ0eyLAWC4/mLR/lZ0yePVje98JYMZRTYpCTFi3gbmS23uuG8dsbIUvmS/7cq0MEf0yFGE6rRP+Pd+tNQN7u9QWqGMQbdaR6zlqir9tG3o47ISqhq7SzF2u0wtlUcoqFpAm2hA7b3xYGut4aNQS4UKbgJYEPVELgMBvIpE/tCfCwd35yWjPBzKKud9H6bGuvTgPGVTKK7CfJGGvGxIY79ymhGqeFeA3njgyDa0sZ1UjHNL8cZRzqHKUuQwwTi4mGxQTrcZbJ+ku2OcwaYOPhXDxP6WFt0tKdmEJh/X8rsNfO2D4MwI9Dq6qj23aKs6pUR5iLslZqAYT4dcsu5u+i6hX4bM9rEE1WoecQh/1Fb4HfTkBHpm6pgvl235e2//vWtZOdseFwwAkZukhzRzX5DJ6XBKhcSGQG8OiRsPpT70HiFvlqmu/Tx04UmXJTGhMTGswVx3qEHrPkP7XjF11MUodUYXkC6WNA9kNUhrCrkexO9F4h/jvqd5WGQ8ZUekNdHQY6uI4KYmn5BrJV4R02OdW3TuMZkjWs2JV7KQBGCwqaFsR5Qd0de7uGLzGJZPT+iv12STMgTReXi9OZQd6kjAo+uOV12NHy+xLUfZCQMIFw5vd7fYkizQ0vLa+jZFDwTQsK0I34hRzUf3AGLtHquTpI5CX1v9dRH5mGHltIQPfOj1x7ASqvrqVzdR3jxBesOEGBMaHZK1RmkI/iFc6h/+t9fUnktVhLPsu554X0KeRxQTPshdZd8xuUIPFXrVyAAASFY8+bh4i/hwoDfDKupyZLyoywBCRbC63TOcMsF/SZhlzgS5TFiXGGHVNg5mEieZu5Cwg6zXdkTZMhRjEb1NCcvbU1wkwMVgNqK7WTOclbVXjEE+Bv05RX89owjL49TNv34VxWzBcDqYTzaEgbN0uEO/Mo0IVZTCiBhsn0Bt34rqtAU0+mYCc7+O5fC4U+R//lGY33UqRUM+4lXpxqrD5XvuvPaIr1/6be8gXi5qPemJyqaCICZdydZVXqhXohtUgFDGz3nTLm795fuf5h5d7//IG3j+pW8FIJ9ISJZzdGHRmcMkGrGdVfV0QOVlMDdsEB3uytgpEm0jxqD6HvqBdpomI++ENZOtCqH1scE1YsygQPUH0lA5i2+3UEUpsoZAR/SlyCJcI5F4snaEjyRCTAxsqM3p+qd1pDn3CoKrNUjj7ZuGfEyakRMdgqsqmyEzHTn82kHEnQdm4VyYMV0m4z75jKU3MKBi4l7ERKeN6z96fRMub/wgsIZyC1x/81uOeMx5r99FuuTrQ/Tx6rGv2UVr3lO2AjU2TP+FFhhM7BSYZskZf/VW7vyB4zcYJ6sb/+JqLvr/djGcEr1fNED8B8qKtaBxqcSEeS03c6+FjaJzVWsibSLUbpw4TftIwAKJGVPYWACUoi3rIZ+PMJnDxQR5g+h4lSf4cgi4FPUtupLsOJneulYcgAYP1lNMpqAgXg5So/GophtKUyLUXKskHx1kIvLlt574Ws8mhBLdnJcDausguDjlvsdNE6t9xErhZ3J6GxooO0my3CHdt4JaSvBfJ8r4w11VrJ4ypv4AeM+X33rE455z+dvJJk9+Kzrn13bR9OJtIICneHeIz4oS5kpTnK8fSn36j2XfefIP76QMsgVdCvDjUpHYxF3LYMZgk5G7uAssmvYBWXuyNwe2mrMhPlQOX5VEC4TuKiaPsq7KcH6Ju6XI2mIFsULZmKgo0cs9AW1bqejD24kkO1T7aKLJxzRFW9PeL0y0bKaNbajaS0HbEbDhQwNfJbucbN91wTAyXfJBCmKIuxIBOxn3WS6bJMaydJamt6HBxNjptP6jwK2uPmo9P6LNm8RvZ6ULoV9476ffeMRjzvm1XfL+tU6+5tr3yvpUpUwidQnWQGXwWv39z3/trtpA9MHUR//+VTzte68jGgTjQzeKnh5rDlkY66AKRfseLUacebiPDmUNlw0BE+KlTMAq15DIxUwANWEMim9R3LUiX8g9xVgk9PBVxzCApXiRI5btmCS32FYk8kYvqSQ+MdhIMZyJ671TAC05TEoksGMwG6QWwU/Eh+0hmzry8Lr7p4/vsVJVPmWJl430Z1Z+57bOOCs+BLRpmUySjKZhdXuDceeJj066epTVZfH3yz+UgNIANwzfecRjnvgTO+VeX5wYfd3+x+8gORRjspGESzlfS6Z0KSBjMQ7n/eIuvvzmB792P/LPr+aZ33kt2YSpgddkGborCUyU6DzGmxBPG0O8onClwrbl72oKX0cJCytM12xXNXTkYyLBcYki7nrxTLCKbBLa+xxlS4AyF/kgV1Mki6MeSiRgwbOsEMA7Hzd1SoWLZS9XQao7mIvpr1cUnUqKIeu37CCsiBlZW839+qRng2xDiekaeS0eGBj67khQ6Nt3fJF3XfBUultiGqfPMrZnitb1XxAzxgf9l/hWfau+tvomGB88uFLGjPT/xyutiFZPPpkV4y2ElZDZmplghhLxZQKCHn0N59f3f/j1vP/DcphzicgNdOGJejYcalzt7E0pDvbeKJEjlBaC2ZztpMIq8F7YCjpMX5NqqkatX6wc7r1RMqUNQAJJIgaNUXjv+gOwEvnktca14kAvV7Xm1mtF81BJNLAUk01x9bfHvu9FZ7QEq4b+RHXTzqsCxU4OkV6DWo3wTjb/3937XN675zHQtAxnPXknZAyPnRo6qIdSypi6IdfNJuokNMxoIFTTk5XX0gCUTRXci+VD59I8RosRti8fD7W+8Ftyk6wQeF0IAJePyRS2GE9wiaYYiyg6BpcI40Vo5NIIl03obYrIpmOymQbDuUYACRRR35N0R1O1KsIMQqJDZtGFXB86s8GxXKYKOrPoXkYN/K4x1/NaGA7KynN4o8knEgESQrNQVdHR5BMj0PHoWK0j3o+gFy1a0FuvsQ1FEQ6PT2zfBcAN/S1sXr/I0hNzlrcbFs9NyTaPy/vyKJ3yVuCtd15Mok5wsCybmugkdNuqdCma7KKthULaqOj5AeQZAsXX9l5VcX+VvwHAcFL+1tqK7jUaiEyhilvMJ+QxII1j3lH0NhiGsyJLc0akMHHXB2CtkvMEjWwkoJvOPS7WxKuWaOCwqSSX+IkxiCN8GglrxShsO65BZZRMcl2kaiNT24jIJ6KgYZfnqyoaWOJVOQD/xz+9+oSaZxBplLxWVe/VtiEHvc/t3cLnFrdy/T2P4SsH1zFc58imIBs3qDR59E7IlMYH014VR2JydoLSJaR3n9xpvzHvaR0OcbFhDXkl+5YAPBBl8vFQ6+g4VeUh6yVkZYRtu6AhFzr1YC6AsDn1QQwPg80tsrkW0cDROuhqyUuyGrxwGiLvKFuSXFU2RZZTyZQqs0XlIR839De1GM6luFjX146yEvWr/Jo9O4BcUS/EBDdNHQOtjtoWbCrvF8Dtrz5xv7D7h1/LXT/3SnCKYswxnIX+eijGPV/ob2PVJfxrv8EXVrbiO5bBekd3kxIvgObJ7LdP7Vp7zekqnet45eVD3w8JMepSJyXoTJ5LGIKyF5ssHJgfIrMG4D/+MTAaZ8SgVhcQL0Qop7BNT9RX+Bh0psjWWYpJi+6bYNYtUsqiI3t22ZSezysYzsTibWQ9yaqlszens9fTmB/93tFAeueK1Vm0FPlUgm0loBS2KbImVXqR7ihEvlt5e6UC1kZ9T9nUYQ1BnSQSqhjzFOOj/vcrv3ZiIOHuHw+MjemcbNaJgaWDZ43dcsTjpuIeT7rkNoan5xRj4R5Ux7Q/OnuGb9Wjt/5LMBNUFI+o7gFIuH75/x7xmGd817UkQ1c7Z//7e48vcQC5yaWLge46nWAGNkxB19C7lRyItv++sB92/4+TI+gnqg9d/1qef+lb8bFBF5ZiPCLqW5nYDsvgRq8lOiyK8J0mtOV39YnokYtNk6jSiVt8YTF92UnLsbQ264q6uTAWXNB+tVN0SHioHMXVMBftdqtZb1p2Qk5FciCTG5lXiKGYl+Z5sD4mH9PYoSLuOT7696P34pIf2lnfTB5MFWOQTTviTX2efdrt7LddVoqU2NjggRFiBBtgZ8fgjof09n/Da+0BzA0G6GaT93b/9IjHPO5nd9EoxDirsXByz4TzX7eL1oHKqDG4E3sBFHykSOcVELHt8Xt4zgdfyb8/97qH9LqrCduFV+0SdoKC/jqZCowriHtyw09W7MgsMZg3eiOZ595Af07DXBJAOo9uGaKhdEK6lEi+bFIH2qymeSgXQz8tE2GTWeKFPt4YVClpD/X72Uhwgb6uClczkqqGuBhP6K+PRrFuauRe/dSXyvuydi2frL543VWc/9pdFGPQe0qfr146+huuuAEN1eYZ6+7kK40+/1luI16ISJcT0vExVFmikvhRxa7RSYLLc2luT9DYPP27rxWwL7hc3/jOE2tsb/2lq7j45bvqSXvFYDGFpwxGmzo4jO/467eijeOr33Ns3NkDqU//8dU87ud21ddHfwOyt8cJjQWLbWjSFVeDlVUEn3KKxrywg1wM3Q1aDon9oPueViQrIjNQDgbTCoVQdQGy6Qh9KMSb5o7mYSfAwEQTHZIdVF5Kk5tqOZQFYKIy+zSZeNkM1qUMpzRxX4zDooGr99nnPfdtwMlTBNbWF3dexRN+ahe69Ey8+h4Whi2eNnmQe7pT3LUwTWQcRRHhZ3KGSUy6aBheuI30U5lEEsOjxvPDdDqosU59CFOtJnjPe776jiMe97if3YWakX/76OSeHHHf01go5B7qDGXTE2kxg9OFTMttKlP3039b9pW7fu7+9eZHVyV5eOpLrxPTxsyQFRGNuT7DpIHfE9M8FMyM23K4Ht/tKTaqELtnMIUm7wiQlqwG0CySe3o+boRhFimWTxeNts5h8nYr/7Zhz110FGMmpDdJhKrpl6jCYTuxyIDClnrjX1zN077vOgETlbCAVrdE8nNKua5u+dXRwevMt+86xrj6gVQxadl29gGWBw3ObBzglnwj/+uOZzO/1EH1DD6SF9TdHBP1E7QxI+35o2TtVvJdlcTi7g/g3TH9wlN/4Dp0IgfvaHDiwdruH30N5792FzrEwBbjqaQYBNNkG4tsimXFwuNLLn7PG/jslW854fOdrD75Z1dz4dW7KNoSn5wsKYopsJ2S9HBMelj6gsYhQ9mR9egSWNkhJs+25Vi60JEejJj+sqlNnF00kp0Vbc1wUjF+t8NkwkrQua/N1pOegA6NvV1sOyEfa6CcJ1kpMf0Cl4o0RN5Xj23IPccUAob110Xh2pL31AxVDRqc8Rvi57P7FQ/sur77J17N9j/7daINA5Ty3PmMPz/i6zdmJb//qUvRiQXjGWzwTN3q0HMzuEPzIo37Vj2ocoD9OgcSnKjcKfI6Hkz91wATjMHnBSqJuX7lj4/7mKKlKVoJ7b35cTN3j3zCcFBtShNbtCJhIwwdcd/htUbnCmMgWnl4EEKvtUxbMyfUyGra6sQFXHkPylJOtcR1uy96Wh0058rKga1MYnThsFViRSVtTyPxQgh7ZdmJiXpyyEIFynkkI2CfmNovwSXy+3mj6+nsJS/bGShj8mQuUrVW/JNHHb5OFEt0ovrym6/izGt2ghda/MxYj9Nbh5h3mq3tJW4abEItR+ihxB0qB7qfUx8hg7P82on/qVw6beCyIQDvK/76uI+J+6JZ/c/fvv8mq9LqmRxhoSgfou4cuhR5gHKK+V6bsUbG0294LR97wYnNSB/Iz1NeGua4R+03UH89FtOgsmVk2j8uj/U6PE5Ra7t9qrBj0vgmq0JlNLlE6lWSGm8UZVvkEHE3HGSs0AOV9yJtSCSdxLZG29/7P/6LPOeyt4fHIDIdKxOH6hr5+N+MGoFP/OWDb/ZvfvtVnP7b13HexgNHfH5cN3lxu8cf7tnMoIhliRrRP+McvihRWtUH9EdD6YlxSd9cWOR9+V8e/zEh27ts6pMCCVUVY4DSYb0HGmmlEy8VlBIpV8Yx7n6o5/dX//nbV/HkH9mJKTzJqjhy+8rA0Ir+u931wa08or/RE3UVjYVqSitMCRXMt8qGEoq2EllEPPBU8aR4keY0D+YhckyLqV7mMFZAPgYBnK2kaKkACV5LPOvFL9+1JrbMjuQWMXzyXUfuuR/44Ose9PvhDRQtxXTap1skOK/5rk2f56tT67lpcRN37N2ENx5dKOKep3HHYdlfvXtUTclUsyFgOcDKKu/Z/7+P+zi3Znh9f8a0XhNYf3LY1oXGpsJGUWGviVdl34v6X/t7ZWNhCMaLhqFqYMK1ULH64m74d0Omq1Nfdaxs1XX053BmJOHxSiRwwmCU3yHqe5LVsK16YXSZXGJ9TSSMt7hnwx5siXoleiiHW2WjGjiu7/3hOTCBWZYLsAJHAgkAt7/2wQEJu1/xSs5+168x0R5w+tgCe804M2aVj6yey0q/gV2NSZY0xYRMpzt7ilHPpKXR8o8C2UM1MFOtJr4/4L2DPz/hY9t7M1a2N/jsH9z/e6k8EExCs8ko+Mh4on5gyFoxj60MPr+WumnnVVxw9S7xZikrVor0jsmKvAZdgh8KGwwfQIcxcC1Le7rPoJmyutwgykJSiQ4snGHV8wgw0ihUABt83aPoXMx2QfpZVXp06WoJsG0Yiqb8jp/9w6u56H/uAqgBC6+gf5qtWY+3v3q07975Px9cnwsCUJ7/z7/ChvGVIz7/d90Jbs/Wk96bCNthomDsDkW6VEBe4LOjKE5HpSl9q75Vj0R904MJyph6in40G2FtVYesD37g5K7fQDDPgrw9ovmZ3ONVcFXOPWaN/ructGz/w2vY/fIHNgk65ncIYIHKS0wRS659MN9Sw0JQyDhGeVNHfflEnOvLzkgPrkuHQ2MbkUy2jMJFGl06ynZEFHSNhMdCMIMrQZfy84gjSXWIAjOhGYk55HBN8x6m3kWrcgsnaG2/tptN/fRBq1e2oRXnFC7i4/0d3LEyw/xym3hZaJSib/ewZ83hLWyqKopRUVwf1E/JUhqVxNxwksYA5Eb2ud9/YE2WctJARn1P3BctocnEZM7kqv6bLd89QbG5y4aJlft5xpNXMQ56ASqnfK9CI+4RLa2qUHxHPi5NdtGG5iFVGy8RXrNtCNsnCS/JJop0xYrxkfM1mODi4OJsDSrWNLqZGCwGmrGPNbYVU7YiouEaQEmBR6GtaN2VkddWpY08HDVxxhLPmL39mM9fP0j4ys1b5eflmqiniHolbmFJIp8eBQ3tERWkRe878LsnfIgONOpP/NMDA2bycWqjUACnVW2SGPflcGQysLlmemv3a5qUwcilXueQ9uXnVCkiZVMTW4sZOtoHPMW40G29CRr0XNa7TWQf9EYmaS4FW4r3gw6HNCCkOICLdDCZVZhglaFKAR48GiId4lRHcgkQMLBsKKwG1RrFDtqTmNo+mFJWwIRUlzxp5h5SXbI5XuQrvU3csXsDUzcZ+uvlek2XHX5hCV8BX4+mRjaOcZNtAN57FBthbXl97EH3ROUihQ1+AjYR9lVleuhVkLkE009diFni11Iml/0qWVZ4E1EirBnbENZMvFqxYQTgMrli/F5XpyhVZnXZlExZdS6HLmUVUR8a84pkWYA0b+Rw5sO1GPU9Zctghg4zEJmZzkqRVhphj9mGPkJq6g14K2sfnMSWWnnuh6PyfsKG9QfRynHu+EH+fv5JfHFhI8P5Jq27IpqHoL9Ri4dE4TF75kfDhwoMO8XXsNJK0rei6KR9Lsj7XMm57q9sKvMlX0LRUWRGYwpPI3jBKKMxuaJ1d8T5F+7nZZ/8Cf78kj96yL9HPikxicqDyjSuZQXETYKMTWZmYQ/22IZETyvtiSPL1i0HuM2vh8WEdF6TLsl9w81Aa78iWRV/s0pepgKwpQpfeyz52KAzK8M6owTcTWMxUF6D9UXVcCQkkSkHPg79ZfbwAKhP33wX+iitz73FNH+3+/E0D0LzgKK/IaF1yGG6BW5+4cghWWXI6NWjYnj2rXr01jc9mADixmy3ztX/fdbbdlFuk0PkXT/4Oh73s7sw8YNouhzB5RiUVXJICo2bL5BDiYLKYAn70Bu65z37rRApTCkTU51ZbKKDP4KHogDn66mVzi1OyWTWJ7qeAmsLNrAIypZMB/ASraStBivAQ7ychSg+VfsoKC/P79sNSXqIzRGxZNHqSIN+yQ/trCPTyuaIlcCDfAvOe/0uouHxc7t95ImWFNmMp5en/L/7HksjLrjnvlmiAwnju0MztepIF0vIR8LA2tk4OMyTn+KNwraNXHHBG7j+i2/h3F/ZxXCDZWLLMl/4b78GSKSYaj2I5/MEAzlVO997JfRrStDWQ6Zo3avpxW0OPBR7/FDn/souqG7cRhgUFZsHGEUzEXTcPUOyomrjLR2mE3kwM6rM6kx1RjGjqZgzClVFMFpxNK9KlQ6XxqDBEdW+CFA1sKP3xmS2bnS9kgbZqyNZCfdX571BJhZffsuxa/d7tn+ei5r3HPG5jw0dv/iVF9O6V4wiowE0D3vSheExjUG9Vk/lBldp7Nw4B57U4aL/bxdf+C2Jzls5S36XyjTtRCkCJ6rKfNVkKhzsARRRcLBX4TBk+ppB9tB1z0/4afn7VY5CNRX4qJfrI4XKRVueLgZ3c1W9RmrzuOF6+d6oLxM3Hwko0TrsxEPDKdoHrMShDqwY2Ro1mooBrin7ltfijs8a/5kn//BODMF9PzB6qmjdB1PPueztRD3ZK2/42JHsvGxCfp92lPGUzu3sLab4h8MXc3jYZurTMc15R7Iq13bn9hV8nj86I8paTVbO7DB/wWhfOOO3rqv3rLt+7pWc/9pd+JPbJBxRNhUfCReF2Nsk+BAoYWZVenOTeTH2LB56v/Csb7+GGPF0SZYq/Xgksr9kpG13RgANNy5gwNg9Bb1NMS6CxmEBJLLJwChsemGd5DKJtg1IujKgMJkX75I20A8Hs1KkOjbVwpB0TsDcUMqN2oGLX76LKB6lSoGuD3sPxtDv/F/YBeoE0dsObjs0x8ZtKzxn4st8eOVc1rW67B/O0ZiHKPOM74Z02UosYJbVbBqlFSrS+LI49Q9jWrF46Wk85b/v5Ma/uJodO3eiCoWPPHe8UsCDZ337NejkgR90y5aAoOJfEVJoUOjShPhCSVRqHIbP7N36Nb387X94DSlRDYSaoQLE8NYEI2dhyMjjzVA8FXQBrm9II0uiLWmrYOgVbjVlMAfZhgI1FLnd+J3SP4gEVmEKMEMBcrWFeKUgm2mQLOah19VH9AgisZRyiezvNpW9VhejAcT9GYOurcf9nNxvjscsvbBzL0N/5Eb+2eXTWL5zkrkVkac2FqF1IEdnBS6s0bXyQpXI9/tHWCaplLoM+KL3fp9S6izgAuB67/2jQp/p8Zwq1pWnaGd30vovASbQbNDf2OQZL7mWj/7Dq8jXF0SRwy4nnP4715Gsk4uuc98De7q4q4SKXR2SMznU5B1pIquDj48E9af70FHKbCZhMG2YurWPdmBWc4pOLAexshQ0OknwkREn5gAEyCFeWAo6d7hEU6YyQaiyxqXx9VB48VoEbCuujR29UrUTM97jkyiguKNoyA+95zW84Olvrl+vLnztvuwicbp1DwaoAS545S4MR0ZAHvO+TAORRylPd5DSyxLUSkS8GijGAdDwWkm0ZVVRNDIxNAbTbmG73Qf1+r6epUqHayRc/vg3MvwfY9C0NOOSC/7ljazeN0Y6+eDHN9VBB4KZlUJcjwtfRz0lXcgXDX3Vfkiv+5w37cK2BL2Pe7IW4q40n+LAL43BcDoScziliIZyIKmYB7r0DKc0PgaKES14rfN35VFSNoSGGMXCUtBFyCzPnLBoFLX5V1Uf/rfX8MwXX0PUd+HnuToJovJW0GWIPXsAde4bpaEtpk98Q/rxyc8xpmNgdBp51+KTWNgzQScAkcmyJ1mRiEDVbOAGQ/AKFcU1dVy3WtjVExvDfcPLejEnDHTlwTrwsUellh07d9I4pFAXJMx+8YHLNnzsgxFgmAKFNVSsOTx7I01dnj/0W1s2AcM5z8xNoanNZU+v6Kwmc/W/i05EsmxphgORZJoLS8EG89FkKVDdTU3EkQY5g85eASOU8xRtAyHZBA84jyqd7OsBHLPNiPfd+Mtc+qJr5ECYu8CGkHQIkUwIs8Eemwh3wnrKD17HWLfAtk/8vmUznoW8za3ZRu7or8N5RWIs6YqvDdm8VhJPHMdQltKancrA11Hl44i477BnZOz467dyx/e/Hj+T44Yy3Tv9t6/DzD64+1nZlMllZWhYMRK0BQjMxuDLovworejB1tO/5zrKCUM2qWjvs8R9j19QYlYcvKCiQViH4bKL+sj+P27C8EPRXHA05nPKZoNhWRniytBEFcK6EdmP9BJRP9zzKzPRsJ82Dvbl/pVE0lxo+OANv8CzrxwxPmSyC0Tyc1QsB70HA4RdcPUuIgflSQCesjDs6U9wd3uOnk3plzHJohhDVvtIzZYLAwellaQneV+vX+/8KbmWvbWibHKebFzucfFKYPO1HGf8xk4mblOYuQfXL7g4eBKk1EaMXov/UdSOalBXeShuG3/Ir/+st+3CnF6QlQIgmFzAApeAa3hYlTVR7WnVNeIjYSbEy4aDB8cZTkVYq/F5iPs8fUCrUTC8r4M3SMyogmQZijGFDt5MygHOo7MSE2n0oJCo87akRIGY1V7yQztrYNGFhMqyKfceo3lQQ7Oz37KLeAXMSW5VT2vdzr3ltPw8HLcVA/b1xol6Gq9lGOOq+OvYoBJJf1Jpim42RfKQxPU6dsPskVy/1wBPVkpNAtcD7wd+DPhvj9QP/FadOvVfAkzwrRSbKgazmgvf/cs89swlGlHJ+BkDPvTJx9aPeyAaMggT0zXDKpuGw3OlqXViHFRtLCZX2OShIV5eS/MMkoOsfESyUghdcKyJDtE/vhGBlXQFb0Q767VsnLahw6RLjOt8JE7o1RSt/lmRomxH6DjQEwsvPgoI9ctHWpqScLh63yd+CRB0ujKv06U0StJcyE2obI7M0U5UZ795lzQrJSQ59e98vLr91Vez/feuhcRxaKmDzQ1uGJGuaOLuqHG3idDSGts3weLykU8SRYLYKgWnMJjgI40dT9n/5CY0c5rjQ+ZaXeZa8MX7xh708ylf6QOpG0BdyME8T1UAkKqDmSdafmhcU5eA1558WiQLPhINbjRwFG1F0THYWNg8ZcPUgFM1BdalTLx8JGtCF3JNVVMJ0co7oTkG9ov3QsVuLDlJDwladB+bcDgDheN9N/7y6P1w1BFleLkGhtMx0cAIEKECW+Mktf33rsX0NY1MDoG6VGRTx/+edUYW9n/mQwyea/ddzmf2biWeF9OxuAv5uCLua7KZBs2ZafTiEm6tu7xSqPExtLWnpimjd5jukObhDmVbsf0Pr0G1NapQqKbHrc/gkJjEfuj6ExvdHvu81KwvH9zeiwB+le2QjmBkymQPN4hmH5qEKRpC517FYEaAsGjoguu3ZzAngGrZEAM9kQspmodLvFEMZgz5+IhZY7W8bh30upVGXhg1jrhbhn0yON6XHtfUIUYXynZ8BFvm/R95AyBggYsUNHWdgAKB9huFtJv7uXQv/sldEm/cc6QuuLSXwaPhqLr57Vdx+l+8jU/cu50Pr54trA3loR+xLoK46yQyzUG2vkNjeQwVRbiFRUynjQ9rVacNVBxhe/1T8lCmllZo7okxd07QvHCBc//hTZy39TCl16xkDfbfOnf/T3JUeQNlAJZ06UfrgCr5KOxr4W2P+w+tVyjasi4Hc5Au62BQ62kcEuaAsgIelE2EKRPAWVkvWgC6CAbTmryTyiGxlHVczso9Ih3IY7IpVU+J67XeAN+VPdA2NOneIC8L22u174rTflS/NzYOfUoiIPYDqdP+6Boa+yLxmUCSck5Uu3/ktVz47l/mUL/Du+57PHvum0EvR4wdFkAwGkh063DagErweh3RYIAfZiLrtA6VJOh2C0pLOT//kP4+j2R551HNJsmS9GtnvW0Xvu0pxx1YcMnIIPsz/+eB6/erfdYRWLZCHpHI3AnquGSnRX6YP1Q8QYFdiWkcNNIvhoSIeFnYB2UTskmP7ThUoUiWtABhATwtOw61HLPi2tA3qNjDmT0oNf35Fir2lE2Jxa5+oE3ATyviVekzqkShqJeDUZRjMWVL8+F/e039Mgczo71RthDIVwABAABJREFU2zAQmRPWTzqvjmGvHa/OftevkS2nxFFM2R4xLY9X++04Xx5u4q8PbmFfb5yVrMH83gnaYY5gG5qioyjaBmdatFY2wp59qCSBTgtltAwbx9qyZfcH2OXlE//Ar62c9z5TSn0X8Lfe+9cppT7/SP2wb9WpVd/0YEKFyPXnNMvnOJ6/8R7+YMvH0Rtukwc86cE/55ffLM7sykE+Gw7PgcZqG4yyvyMoWx7XeuD0uGd9xzUoB8lChnKeRiPiY383Msx69hVvJ+6WolcL9EGdl9gknKaUomhLnA1KNsx6asVIZ1vpf/MxiAdhWh0a3MrdVgn2gMrl56jCorzHNeI6Tu/5l75Vpmnhe2wiN4JsXNfxThU9rejA2W/dhSo5ImP3rLftIsqlAY67x6d7Aey4Vhxx73jV1ahCofsRbjkiGojuv3GYOrJHh7f8xj98JVdc9EvoRoovSvTEuAAIcYSdm6ScSIgOz5+SFEZlDMVMm9XtDbo7LGNTfZ695XZ++wkhM/qZD/45b37bVTzu53ahLPQ2iXNyugTZxIgtUHkT6ExJM/IA6wk/tYvmvCPqW9LzY0DV0XIg00+A5qESEzSJRUdu2C5RlKn83cxQzLxsHKZgY9IIp0sQ9yQrOhvXdbSlyUSOo61IJwYzhnRZovWigQBsyjnKsSNHtU996XW4NcyO7taUbFzc+UHTPCjTxNbBkotfvkuovMAXfmP0O537q7vQExo7l9ObPbGr+3d+7BX849P/F79w4CI+dfg0DqyMkecR9nBDAJ5Ucq7jHqTLnk/8lcgqrtx+lciXmg1UkuAGA5TWlFvnYOsc+vO3npK+H+6ePUynMd5MoGxENiMTrjt/8MGb/1XlY5ni9rd4vPbiwB7Jv1UZNl0LutCo8QKbP3Ag7Ek/uhObCBDVjI5Mlnja98q69UbRWLSyT2ZKMssd4D3ZpJjS5hP/P3vvHSfZUd57f6vqhE6TZ5NWYZUBkSQQIBASSQLhi8H5xb7GYGMbZ0tEY2Mbm6SwO8b54oxzuFz7+toiOJBNRiQBQjmtNk3sdEJVvX88dU7PRu2sdle7sp7PZ3Z2ZrpPd5+urvOEX1B0z7KYgeheNHeMBFKjoad3iuzJ6YIPOiERRUuTLlvS+aK2NB3OxPQ3pMRdi7K6RphVkU3ouqFdNuXzUXQURUjmzVBE/VwEZ//t20mSkq9/x6/U9z/7hm00phTZhAY0X73+wHtu5VryX3/1WpI7GjR2wdhgZNGXLjmySUXZjGjskef3nx98I1ed83poNzFZhlo/i9Ia3etDu4Ubb2JuvedYJrVHHL7bQy+3aG2foKemmbpwFz9wyqf5/nM+LTe4cu3H/NJvXM3jXy9OJIP18jsdmvjKSjHR3awZu9ehLAzWgHx4zouuDbRCz5j3lO2IL/z+qPi58CfnaO7x+AVxNsqmpdELYd34UTEznFYMZ2XPtemIvlm2wKUOMzSCtuxL8Z5NV/aSqtYyKVPodAtRv28koEEVFtuWB730O2+gnDIMp+U1rpwRdE4SsG2Hsop4WZoUZ/72VvyEdI/v/MHRvrrl92+gdX/EcJ2jsUsfkAoJApsHuPNHX491mh33TaL7hsZuTdyD1m5XF39V4+2j//R6XnD5O1CTE6hhJlbbykovenNoJM0vhDudQM0w74TyqqShbnIYzgZa2Y8fmVYXiHDgOdcJ4q53TonuhaFRpurhT7oYct3mg1tNro6nvlr2XBeBnoX0gYhv/MrovXzCa+cknzYKm3p84vGJq/PNouOJTuvhdjeFzjFWolOL84qZjUvsvm+SdGdEow/ZtMclnuG6QJ9Qss49MJwWzZ3hlCHqJ8SLGcVEg7Jl6jwS4KIfn6P7mFG3YOUMcIknOb2L84rhbITPDFGr5Ac//WqaRk7Ge576Z/V9Lv23N9BpJXRaGQuNNrce5Hp45m9t5Y6feS3vuO3FRMpx5z3roNBE8xGdBWhv9yKSGsle/PH3Ca3iyqf9Gnq+AZvWMdw0jhmWFGOCZOa0cdKPfe3w36C1R66UeinwE0D1wo6S8smxD4fHnjA0hxPjeawlHvnNhIZg37wBMzvkP287F0795EM+bmV9d9475g55OzedHxb06emv2EbUdyJ2U/EHvSh7rw7blImpch6vg5Wd96FrrITjlYpVnng5y/eK++0iSYCdqaDi0mwQeKqIQHk14jP7WONLHZ6PwKrMsiiDvfDCX0EHREIxJkvJxWJR1txj5TkaxWBabpMuSLG6b/dalyPI8qH8d+Pu6ESaoaJs+VphulKorj6CG/9jJz42vPDCX8E3Y7SRZN9tmkENZJN3DWm5604HrD3h6A4qicknRUDTdDXPOXV/4b4jiapZc8EvHHjtfnnb1TUHVZUPvnjP/7U5pr/hSBHf57wT1VDA1ZEuO1ThiAZWeN8gU1oj688bcAqMkouktlBqsX+M+gFmHkuBP5wWgbG470NTQR47XSbodehaO0HoP75GIDzru2/AhWmusb4WBs3HBBbqIkCLYrTJFCY36NKTLEE+sfcLsynEK4rSJjUv9UBxx+J0/f/tS+NExmGzaDSpjmXs/vn3XM1zXnSt8Nf7JVEseF/VSKHZqG0i0RXs6egIPR31KEv0Sp+iMyn2nQ9RVA7g9p+VAv+sd2875O3cZEGcHl5z8AmvnSNZgTj39T69b0K8eJ5m7G5Fa4cgwszQ4qJoVSEiibVNhcoTLxpsU+wrxYFCHA6yKUGDVYVLJUpbeZxHXRH7KtumpqEBlB0jFmYNw9NeuU2oPtWUEEFlVNPtqC/84mpiqEsoVxJK9m6k6VJRdiA749CQsX3946OBIHXMilw/4q4lWbasnB4z8Yk7Abjq/DcJ/c4JTce3G9hWQuQcGI1LDB9a+EOu0N9zWO/RcY0g2GyGohVwtKJq1jzmrYfOFwRx9eDHu/Q7byBdLNCBvlB2opEt9aoo2qC8qhEG6aIUfXFv9Pd8HKKeIl0U4WiciC/a5qgpVY6FAYMdDQy0lbWcTcm1PeqvEqoNuQhBsymfSrj4VdtIwmdl9IIriz0FPUFT2JTRhdwpwZKvCh95BqeWkDq+/jMHRzbp7qiO6a+kqMQRPxATDaRhvudxmpmvSUNg7K4cm2qec9V1xNZLEyFapfNgNDaVHKfSXTrRmrg+L9BlsKY9ipn9rW+QtVs1Z/aNL737ah7zq3OH/Xk5/9fmmLzV4xvSYM0m1AGbEI150e1QJcRKUbYVtmMhcRTTJVGnYP3kCnuMIxvEmPsamGECF6ww2+qRr49YiVtwT0Jjp9y/mHDYJiirSIeCvEABXvLgohNJLqIF5VO0FE/+mTkZbDRg7E7FyhZ5ncWsPOk8i3CFhswQL0RATP/0hL5NmEl6e72msSQjNbKpfuHFb+NgkSyMrut33j/L+EyP5d0dXNNRZpqlsxVTt3g+86fXcOl33sBzX3gtUbcQC+FWi3KiJe4budQCyUpwdEkSGAwO6306gngN8BbgA977jyulxoBfP1YP9micWPHIbiYojeq0yadbtQI4MEIlHIW45c2Hpkac+ZfvxA0NUfvQVmXOQD4mF1OTexItHO7VLgkX//A2mNJEfY3OLD4yIhgEeKOxLSNc2YYUSpWdWTQUkZqiLXzcCkJbKey7cM2UCS+1gr4cV+EjLW4ShcU1EoHI5yVQBqRCxEf/b+h+e2lYxF1bIyUIzYRKjX01KgGoRcn0oU8RZtW1W1mFb5Z4b7AtHywN4Uu/czUvevIv1+r9GJmMqPExVKvJ0lljJMsl0cBSjMd4BenUJKx0UcMMX66htX4MQxmDaqRkk4YyVdimGyESjlIcUKwqRD4Z/uNkinnb6w5eKEcDWD5DM3ZPuPhbSPcZOj7/Oe8gdiNUjAr6BNmkCaKMUshHfU/eCWvYSTGWzksCXCXGcVcSzrIFdiBNiKIZ6A66appBMvBEvRKVWYg0ZVMLbzkk4JVAXmVR5uIRDB0/spQazOhaeGk1KgGgbDt85DGHsHQ7/32/RtYTWMN1T/p7/vfX30Fnokc3b6NXibNO3WJ59suuJxlaTGbR/byGt9Nu48dboqHQSGpLVqNPzGaCajZBqfozeyTWWAeL23/u0Md6ycd+hq/csRmywxiKhNObLruaOlB09i7KzEDoN6r0+HRkA0bYK2thvUiS45mveQbTiqWn5NhWxMAqop7Ctjzxiqqh4WVLky5YfCTaH4P1MV7LczF5mJoacVhJnAPniQaioq+AT/2FnIfHvHWOoiNwdp1LoVg2pOjrnreKk7f6ZQcqWHpXcsiGwmqqxDffcnWN4NDa44sRRWjDv9wVCrAIn0b4JEIVFj/dYbipLXuxki5yRYk70UInCardwk62anThZ170jqP6GKsnrweKJ/+MIB4v/Kk5vvg7B7+t1zCcjushAVCLdVbxxKvn0ATVeg35mFB4XAT9jaJnU3bANjxmKM1ZkD3XNkITobnqgOFxqrWvC2oufdGBuFftq5qyk8jwwXn00KIKcQ+qhgZfere8NjNUNVRdl6M92cWgpjN8YfZCJUCg6XUOfZ0+721zNAajz7HLDDq12FSaetFAXsN//fVrec5V11GMR8TLJVEvF00oY2TAcMosZmUAbmQlHM1M4Xt9OIGaCTpJUK0mRUc+Wy7xR+wedrA41PGGmyzxgtCcznvH3CHzYmVh6UzRRkqXCHSuvW9z9t+8g9myIftUcH9SJahIEtOZU5aYafV4zPhOBpMxe7I2N+05C10o8l0tsollTplYYndcsruYJL05IikQFzPta+pZlWPk47JvDic1jSAsqguxQFUe7LTChYbt7VfLvqtTixsaXGbAeMx4jm2VmPsaRIHHtBqVANCJcr61MstMa+8mw+p4wuvmSEP+/fEXXMeW372B1vqClcTimgqWgpB6Q9ASSVMQjcp5dFZAs8FwXUp/gybuiYOFzoIw48wUHCNEmPf+i8B3rvp5Bfj7Y/Jgj8YJF4/YZoJOEvTYGHbTNP1NKYP10G4dobLRQ3ke21N8x2GLw0v6k64T//XC4bVGDy3PfeG10l1sj7jdLjXC5y41TiEaColY4nkFKuRrNhGPdB0U/L0GcuEp+kg4lajKq10SZm39iKfrlYjROSfJgfcUkw2ibi4FYWz24qCD2Azq3NU8+PaOkt6GiOZuUfOv4uyt2xi7UxE1wgTvQaLifYJw5HTfEAVxSxHQkb8NN3VI9gyl0ZFGDDakqNPHKFqSmJetGJNFoCBZcfQv2EDrpgKTzGB37npYKQ/KiIiObrVgaoL+ekm21p31MPA0/dqUxasCxWTyPrV3ljzvinfhtUIrhell2HaCbRoRQ9RCv4n7nmxc1TobZVPWgy4kgajQAhWEOxpQ6z1UNnrtnTaogIvvtdeQLFd0ihLXaNRcdx8JFBTgc384Kkz7G8ClfmQ9GIuA4PitIwu/Kra853pM1+A70ky47RDqzbNjPXY5xXn/8OvMjPdotVLyIkKVMnVpPbDqHCslz7mwuFaCSiJUp0kxnlKMxbVauilcnSCcaAJ3KopRs9P0z53d77wdr0haBflhqmF9/j1X86zv2SrIrMxhG4Zn/MDWWii0GVACg/VxQEGJHL0IJXqUV5QtVTv66AKSrkctR6hc4RrSALAtR9QzVMOqwYyhuSunGI9lqhyaE/FSjrKebCaV6X4QB0OroEJ+gBfhK06+NKPrhkihxDYuxAs/8vPcsWsGF7eJQvF35ysOPt3tr9NoK8VtNglmShLXfFyeS7Isb7DbMIVe6OIm2wzXt+idEgnyZ5X9oW1qdOFJd2dc8cy3ieI4nBAUMzM2hmqk2M0z9E5tUbTBNY//4q1s7w43uqdE6NxjcogGYq/7xKvnKFtA0BGobB7NULjtZSugLryiGHP1ul1a7wNixeGaFnNLTNyD3mYvPw8iyR9MaErEEJVShJmhDxNdatvpuFviYoOLTchphL726T/fuxlYIRXExUfQkjpT+D0pRKMGycs/9WM80B9Dd2ZwK4dWaHSpxwXUIkA8Fh4kOBLU9sSI+GTekYZfPpnijSIabwgqVEE5kdROWHG3pDh7I9HX7kSnjYcfnaA0Siv07Ax+dpLlM4ygR44iquZww6b+QH3Lg4aLgz5Q19PYqcim4YI3iotXK27KYEBLoV+jdRQo5THKUTqNVo4XT32JXeU4X5w8jXxMoZcj7rhzPWdu2UmsHbpR0jvdBHqDrPFK+LOx6Gv9D2liCVKsbGlcLMKogtaVhVQ1wQCa7YwyNeTdBB051k+JkMF//cAvcMWH926mvObzP8hK2eCelVmWl5rc9G0HH9iLYw886WfnsCm0jWHl7vWoJw7wiaNsBdSwUsFpo0InxRRjCS7VLJ9mRKQcRWNexJzNyrFdq0qp29kbhx1GlvLde3/mMX0CDzFkhnpi0AtOlOexljjuYy2l1PlKqZtWfS0rpX5eKfWrSqn7Vv3+xUf+IBq9fh1+83p6p7bob9DkM5ble49cbfZYx2f/5Bo++yfXkM7nYtPYiikmU8qJBOUEom0KT3NXLr7VqcYlOogsyqTMJkEUySLQ6SCk5wIvrfbCDYgFFzZUsahipFrvkSTWOpnGqSBiZwyUDm80rhHjGpEo5a+Kz/zZNaKAnwpcNx8z2FTz+T+4Gm0lya4iXhZLwmRZ4JcPhkzIph3DjZYtv3sDrmnx2uNiTzFhifvQ2mW5/MXXkY8ZXDOimEzJpsUNY2mLYTCjcYmorfc2abJxTdQtibolNBuQxJjJyaP5tq4tlEZ3OtJIaDYgzxmu8+STsPSFtQt/PZT41psOPUFbHV9759V87Z1Xk03I+ssnJGEFmZYVHYNtGFwjpmzH2FgaOi4V4cVsQtcq/Lr0IvDUGCFZbCITsGLcUkxayqAerTw0FkS1PFnIaezOaezJiXsiKqdKjzdC0REaj/DKy4bCGVXbplZRzJTY6QJ9Zg99Vg+XOFziuOm3D3AuFNiZgmgxwixHnPUbB4fej6dDzl6/m9NmFmhEBadOLpLEJWqswLYc6aInXRDxPEnsI8qxlOH6Bt0tHRYvmGD+ghYL58esnBrR3RwTLeXEDyzz/uU/2atYfLjDdDqYqQn6586yeG5Mfggh1WMV//zs3zrs234l8K2XtmgWzzYsbYkoWqreJ6s1Fg2lOTqYFlFXZSVx3v0Uz47LSrqnwvJZnsXHOOaf4Jh/HMQrGpMpcaFoB5edWPbdohOU1puGwbQR/YWSWtVf55ZkqSDq21p3xkWKMiAjVq/db/zK1TR3SJEfd6VxUe3x+17hu3mK0h47XhL3oLlLePUHi95pnuGMFKO6EJ788tnyGR/OyHMau3NAOZZQnDJJMdVgsD6iv1GxdLZi6UzFyumK7qmKpTMM0cAS7Vom2rUsekZKU3uhq4cHZaOiWOC/kxMM1zfpbtIM10E8f2IiKAA+8Q+v4xP/8Doa864WbNQ2DAcY0VPMMDQSBqJgj4JiymLHS/J1FhREfdHxiPrCTVfTGaZZ0j/VCd2hIdaQ8YpMkk0ma6ExD62dgnqM+zKU8BFCs4xUbR9dtk2gXrIf5fObb7m6RpkV4w7bkGv6t37halSp0MO910QrKnC5wawYGvcffBbmFRRjnuzcIWf/zTtoNXPWTXYppkvKdQVl09OYF1tVELpR2RoNJvqbEoazEYN1MctnJOx6UixuKyFUmqLazQM+9vEIZQwqijHjY5j163Abp8nWtxnOEDR/jm/c+eOHb4X4jbdezTfeejXKQmOPoASSrjSlKsorTpC0qBEi1cWQNAvOO20H50ztJtKOz+w6g2c2dvDK8Xs4//QHMM0SN2YxPcM9u6fYvdTGO4VrW4oxJ/oeTpAb2Qx0N8uCNAN57Gjg0ZljOKkpm5U9OrJu91m7s2M91k102XTKAqeuX2C60We6IYLI/WJvWtn2wQR3rUyxc88Ydhhxxh9fx8GibAYkZkfey2wK1l95L+efuoN0LAuUSPl7NiWDkeXTExbPSlk8J2H+/IhsBoqOx8bSbNDDAlVYbrz1+rqJewziqcBTgH8BFoHnhp+r3z8aj+A47sgE7/03gScDKKUMcB/wf4BXAXPe+xuO9NhmYgLVaUMc48eaDDZ3iPqWMtU0dhiGGyxffsmvHY2XcdhxKHj4gcJFYm03nJHOe9y1+FiFqbqhtyESnnguU/5s0tBYsKycKhOKsiWTq0oVuRJGgsBvbCOw2lT4tb4H2kmBbbR4tnvncYkWGFhAIxDscdACp8J7bCNC547nP2dvKKhWChcZKdpWKYObTJ7zRT8xR9GE8XkvloEDj3LynM572xy6kAvOWmL+6Tn2iwmNeU1rZ4HOSryJ0YVwlwnTsaXHS5bVuiuS4rVwmJUhvplAHKEGx3/SoIxBN5sjC0utBAliIuJlOX/2QNPIYxzf+oW1vQfDaUkKtYXWA55s3OC1YvkMgxkaOveroGUgnf+irdn5/IJGJ2O8NWSx1yTf1SRa0ZihFEfFODT2QAlEPY3OVO16MH53QT5uZOI1FhP1S2wqmiJly4Q1LBN+24qIhiLwVbRlQuoiKaRsAwbrwMSGchKyxQbj67sU4wV+Wd6ToiUF2mPeOkfZhCSPcOf1MFmCyRRjd/m6KPvi767tvO16hiXdGTF5izxONi46L0lXPmcmVwynR+id1gOI/d5gyFUbfxIzM41b6eKOHRfy0BGQEabTgUTsK21TE/ck6VmN/jhecct3v2VNt88nwLY85bhl4uYI5TT5uBT+3VMiTC6Jm9cQ9wwrZyhe9/3v44fHd3B3ucJP3f49PHnyXl45/Sn+YfnJfHn5VD75tXOIFiPSdX3y+9o079M119xk0LmvZHlLQtGC1m7Zp8RRJ8ZVKvjBsi6fFN0EU0CUeYZTiif97FzQxQHXkeZbuqiwcYCwt8EnDtMsmZ3q8n3/9Rrmu5uwpSZqlwzWxXTulST9ST8ra/dLv3n4a3ew0YXMv0Wy4mSi11CUTXEgKqZLosUIf0afJCkpbhoXKH5ZwjATMVzAzS9C0Ozx1h5XqpnpdIT2NDlOsXGcZKkALc4qR5N3frix1r2jaMn5NplnMK1rhwUAGwqgZFGaYvm40NdUoXjKE+9k16DNVZu+xlLZ4u8/+Ez0GX2esvk+bl+aZs+OcRp7NNmsQzmY+HJM3BX0gQ7ohtZOH6gMQtEEKcaKttB3XGIkfyiDrg0ihHvJy7dKPtMJKJsOe9FQq1BWEAZn/sU72bBumQfuP4eonZN0cvJuROduxVNfvY1sQvGVrWs7b9FZXfp2DJsqWjugs92CUrhUM5w0ki8YWD5Lrr+6kKGMbRjipQzGOyjbwliHLwrw/rjtv7rVEmeJsQ7lhglx52oahjNRPTS646df++AHOspRwf8PN4oOFH3J+5q7BU2VTQYh82ZAvyRQtj2nX3gf3Szl0xf+Q33/V939bD72pQuYekKDWEXceP6/8o2zerz13pdwx9I0jbjg3q9ugpbFjOe4nQ10JvtvvKwYzgrlsbkjCImWsgfnE5JjFy3FYDbokpWCUjzr3duwnZLG1JDpjqERyYetFRUsZk0mU1kDp4+JSOdbvvId7CnafOXzF+FnM/xKLD0Jq3jSz4U9991rW7tT586LHbrvYHJFb7P83gzkvMXLMDwrI26U2MW2II6HJcwvctVpP4fZvAm/sHTUraW99/NKqd8AxoHrgD8Evt17/zAlJo/G8YyHm+bwfOA27/1dSj306ZpKE9zsJLqf4dIRDK4SSzwZ4j/+fW9+4OUvvi5Y3ym09bUoTKRFMC6bht7GqIYGVr7u0SDApWyVFMn0waXS6VVWRJMqNICI0I1QA7pw0kTYJ3w8KtIqZwgQnmTF4644nKsV0VdHsuKJu5AuWZQXFV2vD83hB7jzpw5+gdzyp9fW/y86BrwUZB++8Q1c+JNzdM/wtO8arbGb3z56rBc9KVhcjjfQZhrd7R1/y70oQqUpfjDEuxIVx9x4x6GF5k60WN0AuvhV24iGPnDBBbaXrMiF2bahaEni+6zzb8V5xbMmb+U3v/pc9EBTjjtcolFWGgdmKNOiQaBRKCcNqDLY4rkImjtyVOEom0a8p8POJjapRoQfCwdtobeUTV3DykE+L8Ox0Xr+yre/de8XFzjC6TyYpthgcb9MguDQBfONl737kOftjD8cCVuJnZsjG9d84u9fyxOv3n9qvFq34aqNPwlRhJ6cAOfxZXHcYeM6jvDO452DYYZqpHz8fx/+pOpEiFt+aXROn/Szc2JNG6gDPuhngPiu9zcoJi/ZyQ+P7wDg1KjN3YtTXDp7K/M25f/c/WQWu02iTkEJ2D1N0gVNNutp7hAahIsgmzRkUwExtnOU0OrSkU+Iv3nUF4teYCTKqERbpLLeXV2I7WtvfMYfXYc2jqw03LU8xbCf4K3s02l+cOecKm59/cHX9Zm/vXWvn+PlkngZIGblDM2mLULN2rkgXbB9G8RXbf4ZEcTtBt5HuN54a48LbUenDdT4WN3cqGJfXZQTOT77J6P35yk/GtTvI2kkFW1o7YBkSc6r3agoxy3Tpy/y92f9GwAfG8Kia3HbM9dxSnORz+0+ncRYVOxqIcR4WdPe7hhOa7IJAhIBsnERvNWFJ+46somg+ZQJPN1HSiymra6nukVHXHpsKmt3ddzxM/tf33Wh8LtTHigniXfEtB6IWTrXEXX1IYuwBxvinP++0VCpmkYDfORf38DTfmgbg1lFujC6HnzjV0ePdeUz5L52so1uJqi7t4uN5PGim3kPWuMmWnvpjxws3zpRY/V+8KzvvgG8CM/mE5K7ZlPiHGIaiis3fp3/OfFFYMSH/ZPTP8a5H72ADw46fFtLhkCPidt83/pPE2+wvPeBZ7G9L10hNeFxbYtb1kRLgoT1WolTSSQuUc4oiGQfLpqq1gvxRhr5ZVucg+KxHFu5B4X4l8t+c6+f+2VC7gzfcBtZLlJUAWp7ih0PDhuvOfj18cEGaU+58Rfr/yeLkh8N18HN77iaLX9wPdnG0W2LJ/X46Nt+qf75qtN+Djc1jlYKNRge1catUuqPgaH3/hXhZw28D7jqqD3IMQznPfYANc/DEe4EeR5riYe7mfD/AX+96uefVkq9Avgc8Frv/cK+d1BK/RjwYwCNihSIdGuZnqR/Rgfo0Lx/wEf+5Q373v2kiYt+Yo72AxZtFCubJemMe6FBUFJrD3gliYMZwmCTp2x5WvdLoVYlny4ZtQl04LPrHOK+iODZhJGYmBHIoksM8cIAl4ivuvJKJBR0oFcEmO2BONGrfXlXxyf+/rU8/RVSIKfLthaM+vR7r+GiHz+0yvWDxZ2vfCO8Uv5/6XftDW754u9ezVnv3lZDmveN939J+GtXXvLroDV6ahIVx7hu96gWZgdcu0pj1q+DNMV3GnCvXBRvvPc3D3aYEz7OfecckwSe+YymmLTQKlnJU0zo0eRhyvvZDz0OgN2XttHai2NH19SK4ThZ384IDNebAGFtK4qmwRSedMnjI00xFjNYH5MsW0HkOB9oQKBzh21GRH2LchD1Hb1Ne29/hzvNae4OyfkB1NOPJO569UjY6mmvlM/H6iIB9m5+rY4bH/hdseHLC/TEmEzIlpZx+aFV+tcaB1u7yhj0KZsAcDt3AfD+3e85qo99POOJ18wJVDuG3gU5UaOg8dl23UzSuaK/2fGnj/1rIOGG+bP501uezhM2PMCYHvJne57Fzh0TqOUI15RpvVkxxCuSkBZtWb/JCgyDu4M0yzwmdySLBUU7ouiI9aMfiobOcMqQrAh9p2zuTwc42Pq460fewDl/N1IN9/2w5tOHXvTs+3l53vPfBVDbml7yQWmM3/Z9v8iB4sb7fosXXP4O4qkJGAxBB6HfwfCoTc0Oli8A6IkxytPXE91+PwD/9pE3H5XHfDjiCa+dI/UenQsVJp/wPOvyr3HTzlPIPzSNLqB9v2fjlffzocf+v/p+p0Rdnh3BllP/H8suZbFo8al7zyBpFow/eYVhEbOyo0M+JgiwdFkJWkaJAJwuxFEn7oplapQ5VBB49kqJZkKkJAGx+yfIhxr03Pa6azh7m+yH7a8nuDQ4T3QfOh3mm9850nm65OV7N8U+82fX8ITXzfG5PzpwQ6LSiHreFe9CZ4bo1A3o7gA1v4jt9o5aQ+Fga1c1G+SPOXWv2374/QfXPTnR4xn/cxuuo7Gp7I1TF+5CK8/Or68T166OY2c+zpjav1y56Jnf4s1f/Q5uP+8T/Mzk3QA8Id3BokuItBV62UBTdBNUpolXpFkQ9z1ZIbQzHbSaTCEWvl4LzaCii5hMhg3FPvSR/7ryXYf1+r51/3qiM3vYO9oPfuPDiM9f9fb6/49/g+TN33zL3p+jfUVLq7jxnnfzgsvfgc4KzIZ1lPc/cDQbYDu99/UDe+//Uin1MGBqH42HIx62ZoJSKgG+nZEf6e8hNiI+fN8K/PC+9/Pevwd4D8C4mvYgjQT7lPO572lNmRgCH/vHX973ridFXPbS6/noP72+dlYYThkGGyHfVODuj2nslk6pDZQs25ApqbJSbOFkKjucDXaJ5chWTyzzQlIcxLrK4KKgnBcIbi6cdY/CNSLKdoKyTgQZodZisM2oRiJ85J8PXzW4Us6/7KV72wx94X8dvWnQgaaiD6YAD7B0TpvJm5dQrSYqjjEzU2RnzGD+8/NH5Xntu3ZVFGMmxnGnzGKbEbpwfHD+D47KYx3vOPtvhOpiC02k00DBUTK5b5cyHZ32uA2ezhnLdOKSC9fdx7/d/BgYGr51yynosQKdSFNLlwQOuXia+7B+bSLNsQJknQ4UyYpiOJuQzhckKy5YIVlUIRdJ081Q1gu9pxkFDRHFZ//48GGZqye4T321JLhrhSQfTnzmT/d+Tl+ee/DHcFMddHcIHUk41ew0JjT77Fe/uf8dKm76GpKIfdeuThvoUzdRrh/HBpeOD95+xAy1hzV+8NOvBuAL/3gBWsNgg6ecLXn6uXewo9/hjscmtKYGDHa1SHfIJfN/Lz6VYuIL/OHXnwnf7PB14yi95s6lKUE0ZApdmHpfNoVYiLpYIOI+XHl1ELDTuVDXik6EsuLa4BXYlhRxIqqoae6xRJld05576/eOJlOVvduhRBePNPZF1R1Osl20I/xZ64nnB6juAJKYcraN+vhNR+U5HTBfSBL0Gaex/IRZtIWPffJ3j8pjPRyx5fdu4M6feJ1MU9sy7R9s9PhNQ+7vj/NdW77ER152Dvf/52ksnQuv2HQTAH+6vJ63f/Eq/uoZf8iY6jJtPHeWM4xHQ6Y7fQZFzOkTi9y3MsFysGY0gfbojAi/mULyhnTR4mNNulSKe05u8ZHGNQxFJ6JsaOKexaaauOv49PsOH7V02zWyH17wxtGw4dY3Ht19t2p+rY6v3PDgj5GPR2ILvHkcl0wCm0gW82O6dlUU4846lXxCNpCP/ePRdWw4XlHZ+058UxHFoiHTP9UxdsYSn3qyUBmeH7+EbpaSRJZ/vf1xlM7w7lM+u9dxvnjvZopuwuc2bGHn2M0Mvedj/bO5I1tHv0yIlzTJIsQ9ce6qpmr1oEGH7xVdLIY8rG+XBL2QrqDJqrV4OPFPl/726LXeJbnRWinPhxNfvW6fJsJhOHiUrQg11cIYRcRGMBp7v6DsHgpSYXUjYdXv/uiID3icQwQYT4w4UZ7HWuLhRCZcBXzBe78DoPoOoJT6A+D/HeyOq0MnCeqs09jxlCbdLfIWTH/5xLRLe7B4+iu20cwcT/r5OSb2WFTpWTjfkG0oUENN44kLLO9po7oRPnV449F9g3JaoLOx8My0hf45OcNuRPN+jQ8wce8EngjiFS4oB5kiVDxL5Txly4jWxFiCbRi8MviBRufB0aEUUT1d+P3sqA43PvpPJ9ZF8LH/562o08cpG5OM35UTL2bik304URdna3tMPd6BiTHyKWnePhy6CEcr6rp0YPCRZ/lssLMFUbPgl5/8fv7gzkvZvpASL2saccEvnf+vvKTV5+VFg34Zc393nJV+g6Il6zqaHVLc0sZrGGxyKKdqUTEXC9qg2nGLtpKmw5hoePig06FzV1uaohSml+MjzXA6wkWKp//gtv2UxQ8nHg4NgEPF8rkdokFb9BUyjxlK4y/ec2D7KWUMSitcUYp444MIn+53f63Rs9P0HreOpTMjvIKNn+o+1JfxsMSl//YGdi+fTvRfY/gEVs610CxhJeYPzvhXChzPH76Ktz72n/m5G3+Q8twB7Er5u/98Jn8zdTG+UKgZi/3mJJ/vjKMKhfbBFcSLcGhru6zPZFE0QHQhCDHbCpo2XjjnZUsT9R3pQklzx5DhuhSbKMzA144nLhI0w6XfeQMfX0NRVsXRtot7KPGs774B2obB+gi1OaVzn+CKK+G+vWJfCLnS6DiCIzBo0uvX0Tt/hoXzT1yBxcOJM39rK9HAcN7b52gGjr/X8NNXvZ+fmbqd1z/wVO7PJtjYWuHcl36BpaLJT07ey0/e93S2Dyb4rsfcxPlxye1lxIprsGwb3DuY5JyJ3QA4FLsWO5huhPLiFuGsEuveRNZu0hXx23wqCcWa2NPZWDgMyopegjeq/n4kcaJRVc+5bo6pCdH9iQa+ptUli8fwQZXGTE1w76Vj2BbMfHWNG/cJFFE3IFu96FIUE45Tzt/JG87+QH2bN515I18YbOGN07fSdUOe8Zkfhn2aCRumVtj9zY3cNLuZ1/JtLGZNbtmxnlYzY2l3h7FVgqE2lYaYGYrYuEsh6ik80ty1RpyeykTyZTOQnKyY8Ji+4ry3ze1FhzvcuP3lJxbiqb8hImlp3OYmzd0dXKThvI3EH/7SQzquUmqZkXtD/Wvv/ZhS6uPe+0sf0gM8Gid0PJzNhJeziuKglNrkvd8efvwO4KsPdgClNer8s1h+zCS9LcKjsy13VKfcxysue+n1qDER0Yl60NsQMZyWKZnSMPENw2BhirF52eCGs6JKa9uO4owhUWqJv9hGFzIxmPpMQj4h8CwcNOeDb+5SKYJ141HtpZ0uFOCrRoJAwXHCN1eFI8odXinKpqkpDmVDEbsR5/yREMNZz2Xf+UW+8JsXkj0uob3dMfHxOymD/ZK3du+ktkpoo/AxOrh18H6hjEFNTbL41A21gFY0ODlP5uPePEfcbDL7jAdINpZMNwbs6He49/5pZid6XPvVK7lyyze5t73C3BnvI/OKP1l4Jj13D9ec8gH+Ys8zeemGm7jhq1dw2dNv5pN3nYkxjuH6ktwqMJ50e0SyKOvZptRCY5XAqDcKnTuSpRybGsqxmHIsJuoW2PEmvVMaAjnPHcmyrZthj4TobdR4YOUJBVv+DspORNQr8bffgzJmb6qO0uhOGzU5gfYOv7gsustrCWPIz91If9aQTUiC9sH/Wpvg4YkQW35nKz5dh2kXDB4rDVs9nvOCc7/JBz/3BJ74f3+WT75kG8vLTXJv+K2r/oy3fP2lnHHq/XzpW6dz9mk7uG9hkuTjY+RjEA1MsMbzTH9dbM9sAumCp7HoKBuK4VCLWndH9Dfinqjg11xzowRBE0WYgSObMuSdCJsohrOQjxkm7ijqhtnJHmVTMZxWLF1QsP7jKc3QRG9OTIC1uGEm6uNaoZIENdYBo6G0+G5vzc2EaGYGt36SHRdHFBOOdPfJOXjY8jtbiXsaMxTXgtb/2MmW8Xk2NpaZL9toNFs3foFlN2Bcj1wHPjF0/O7mTwPw7oUtvOzr30cvTxgWMUp51nW6aOVZzBrcdvcGJj+XsHy2Z/4CaN9nags9r6VIcxHoQUGiwMVB8DaNsY2AXPRgCk/Z0MFG9eE6Y0c/+usUvQtyTv1HQ1RCuicjuulWfKsF1h3QNlKnDaGgHcF50I2UhSvOpZgQkb2TFZVwzvXb0EqRbSzIT3O8+PFf5bdP+QwfHir+aeEi/mU+4Z2n/DuXpJormrcC0NENvvqMv6qP8afL6+m7hF3LHbJTClRp+NrujSzfOkVjp6I33mbivjBcKz1xLwiWjyvKNqAV8QpC77WAh2goootxyOOiPjR3KVbOEHHeqgFyskc2KcLtSxflTH2qQXO3o7GnwKyfxe3ec0CKZCVUeyj6mff+oHZ5jzYSHvnxsDQTlFIt4Argx1f9+jql1JORbfbOff524DCGYqrJzos00bIICn5l68klQrM6iqYST1stgiqZINvY9EFDslRg8li44wNo7lT0N4AdGMq+xnmBZUVDKbJM5mntEHGhpCs2eeLCQBC38+jME3cLUAplPS7WmEEp4ovOU4wn6MKjM0s+nUrzwSO87EiH6cQjIzv4+nf8CiB+wPmYiAZO3uYgTTHtFhgjiWyawGCIW1wKSa4WBxFYUzMBrVl86gb66zSt3dKcOJJJ48MdZ81tI40U2RkZgyKmk2Q8ffIOfucbz2XiKzFFdz2cDl8YO5VYW15+8w/RiApOaS9z1fiXue6+q7i/O869g0mMcaxLuzx583187o7TMcsG23I0741o7oTGvMMlimGsatE5k8s0PlkuibslthGJDWQpE3qXGvobKk6Q2OppeMQ0EgC+HLRAtvxJsJuynuTueZgYx+7agzKI9Z3zUohtWg+lhV5f1vTi2h7PJxErp6cMZhXJ0RWEPq6R7tEMT3G4whB3cp71+DsoveZzO09j4mYRA3ve+teg723wuv73oQqNHmpe8uIPc8sHz+ae+04jevxScHgQWllvM8x8RewklTfE3YBQSFTQOxAV+6gvCLKirQKfPSebjjBDL9a/DY0zKujVULvvpEti/fhIiE/8g+x3Z/yRrFsXK6KBJd49QE1KXqo7TdljC4trxtg0Jtoj/D01Ob6mtauMgclx7n3BBMpC+059UB2dEz1MprAth9caO13ynsf+BX0X88Zbv4vMRty0eCr/dO4H6kbCx4bw7AYkygKaDw0i/mP3+ez8z830Nzkam3oY47hj+yx+PqX5gGZmJ+RjkM6rWhsp7sr61AXgobWzwAcRwGglQw8Kitl2bQ2dLJUiztrSI+vfR0Dc+oaw5773WnGq6FlMv0BNTqDyHLeyN1JLJ4nkCdZhGuma91ylNYvf9WSWzhL3gZM1zv7bt+MaDcpxcVZqzwx5wcTXAJi750q+8tUzSOYNT5l8Ird/1/866HHe+b7vwm0ZgPKo2FOWmt4t07R3isj42N1BZ2nogwZCsE9vBNvUsJ5tDGkfCE40FZUSIFn25BMKbUGvPDL2XBgJzG5577XBQQjS+5cgOrA9r242xfGGoE13kDxXKXXGoR7Xe3/XQ3zqxzQcHnskXb5jEO4EeR5riYelmeC97wMz+/zuB9d8IAVoRWO3CFq1d9gjsrg6ESLvaEwuhb/XGq8UyYIiWRbkgC48U98cBoVxoRuM3xkzWBcxnNJ4E4RlegIrxBMgzw7CtEsPHToT4UOXmhpyaHo5Lo1Q1klzoOKVBWVxl4qIkteiR/Dsl11PNPCYwj+iijKA33/Kn8NT4IoPX823ZjbD/9jIY16/B4zGbZiiv7mFzj1xbyOqdJib75QCba2hFdm4iA65SGGGnse/YW4/DtzJEC4GX2qGecS8avH7Nz2bZEdMa5dcyBu7FHs+vhHbkKJrsAQ72/ArV0ywMGhyyaY7+bfbzqecb/CliVPY02/jexHKKpJ5Q+sBWcs2VaOGliKseRGuUx6UdXViqwKPX0TAwjq3smZ90P14pMWdr3oDvErcCPZccAqn/dXt8gel0Zs2YKfH0MOcbJMoYje+1odGeogjHiSUwESTLjQWHGWquPhV2/YTjTwZIp6PcIknOj2jXybMZ02K/5hh8u5SbPA+MEY2Cel8TPt+Wc/Xbn4hdtbhxkvyHR0mh1LkJ11BEjR3l0QDW1uUDidlb8/HDcMpRTEGjd0jHRvxPde4SBGXQtNxRmFTRdEcJbHJig/2uo+sxXvXj4hg71nL2+hvTIGULX8uXSrXaTDY0KC/Plo1zW2z/t/vgyPwS/fNhGgAjXno3FectOsWxFnEjef88jP/mXOimMe+/ydI74lRHpYKuHDp+/Becfb0Hr5y3yamxvo8fnY7F5/2CbbdfSX3/b8zSPvglWaQNIkWDe0HpEFoMk/vFEU+Lo4QeMkvnBGKWWPeiYvD/ACXxhTjCWlWQhE+N9bXrk4g+zTeC1XyERR3vuKN8Ap43C/NEXdTYIJT/uZbqDRFA74oMTNTlGefQtmKSD/7rbowW1MEC86oF5wHInjqj2w7qEjkiRzKKtRAoXPFurO6vOtbV/HnY0t85Y5T0ZmmuQOmv664+Kzv4ZzJPXx993puuvhv+N+9Mb6rvcL7BwnxMuT3NLCbMtRyhF2KaPQBLRpiLq70whwuVtK0XcUKiYYe2xQtG12G3CLk0H5VVRT1H5m5AsjaPfe+OYazmj0XrOfsP7i7/psy0ljw1sogAsSu3B7y8/vPh/ibAp5wFJ72o3GCxsPt5nBUYvJ2S3/WSIF9d8ny6SfXy7rk5Vul+1l6lrbIRKy1A9IlR7IkianOSlQRHBC8x2uNiTTRwNAqHGVLBQ6jqxEIImTnZTJgFKY6Tlag8xgfaXQvk4u8UsFGT+HDl/LyWDaNags+EHjdM79366Ff1CMo3r/8J7xo9sfqn1dOi+mdKtaj3/zEH3LVliNrAESZRy0KzHfyNsvM10++RCvuipaBKhXtNGf3rTNEPY2LPWWoU6OBIGaUk4RIl3LBX/jnzQzWwQfumCTqahIPt9x6Cnqgibua1o6KxiD38xqBhFtqBxIRD5XGlzcaXVhcbERQSUExHpGPSfL2xfdew+Uvuf6gr+WRFjfe91sAXJl8f/27PU+dJptQzNycc+O9v8lV5x2ZEF/cd/TGNYMZzfjdJYPpk4t//pi3zmEysE2Pa1kGCw2+8cnzwMHYvQ4zFCHPsXsd43f5ejLrjcJ9sE3SdfQ2JSTLntbOEpM5BrMR7fs9cbcU+7ZIUzYkSVUePB6XyOfFa0gXpTmhvEzlbSw6Hy6V7DWbHO25X567mot/+OSyin0oUdniXnmJOO0MpyGbkW7CxC2KG2+/QVxMjiCaux1FWxN3Sya6Jx/vfMsfXA9jsP60BeaXWzylcReP/6urmf06xD0nyJYE7I3TOAO36ymmFzzKtfjIRbOcvf48Jj/RYPb2HNs0xF1N1I+YuNOSLhQM1iXYRNU2vCa4xGsr4outnZaoZ2WdAz7WI7SMUtiGoWxJHvOfH5T95dnfcXKKsx5J3PjA7/Ki6R+tf7ZnbGDlDBFE+s+FP9zrb2uJsTsHxL2UPY81rPtSQW/jyZXnAqg7W/jEg/GccfG93HbPBmY/EnN/MctGJw3WZNmSLhbcet8k8/Mdpj7W4J1nncctvQ286bNno+5u0iggXlZE/UatQVPpKAllVJAGRUcLuraEMhXkgYLaqjTqr3Ikq3o8oWn5uT+6hote89Bcxk6muPFOea1X6O8BwGxcL9exRorfPc/7l/6YFzYPPvP13j/xuDzRR+OEjJNvN1oV5z7hNP79P36htgKs+HgnGyohmxAebcVHnP5mjlcCxTaZNABwToTkvMe101D0Q9S3QltwAocVkcTRuYgXM4rJVAq5UlSWcUaOVcoxfSqFMUphUyPH1qpGKpQtSYpXxyf/7uSlkxxOfOg5c/Cc0c+r7e72tbGsNmGlfuOwj3/u4/e2djqQbdaJHmf84fU0LhiQJgUXzu7gU7edSbpHkyxDa6co1CsPeCfT10jV8jziHqIwQw1e09+ITLy2R7WNGYygh95IMoAe2aOaoQiAVp7meSMmGlhppmlwqUyFXTwSGF2LCv7JGvvufx/MR1zTqiD9zw9Ikn/jLdei1HVrOv5552/a+xd+fyvLEz3yCU/n7EU6cUkvS/CfncAMRVCusafAxaq2a8R5oYI5oXeN352Tj0e0djjSZQdWKGTR0FM2YDib4CJF2VSyZpU4kthEyWMsBVSCF9g4BHRSLhZlflVSWwnrAmtyHzkZ4/ar9399lRbHBW8a7bmf/wNZ3zfeej1KHX6Reu6Tz+D9n3sbz/gBaYTr/OjZ/h6vOHvrNphx/K/L/4x1psvv7nweP/SVVzLxLUX7/gLb1ORjGq8ENUSg2Hgj66h9n4J7G7R2St6gS09rRwHEmKETEdvSUzYUpi/UnXTFkXc0uoTGvCXqW5L5DJ8YiummqOGDDDniiKJjyCb3Hud+7P+cfBS+tcTNb9t7z33/KlemK5/xa/v9Tak/XNPxz73ozL1+1oU/6VAJT/2RbbzkZz7DA8NxvnD/qTx+cju3fWsT43fnmH6JS4wgaHOHzkrWfyJFeUPrgZw///vnkyzD1LKnubtk6awIszzSmrFpEGgOGggm98RdQSJm47rOI6IB9aABLzRgkwuKxsWKojkSMgf4wu+fXLXEWuNbv7D/6/uQ+3sArjr95+vfvX9B1usHBn+OUn9xwGMppS4/1GN57z9ypM/zeITzJ04afqI8j7XESd1MqKKyArz0u27ARYpnft9WPvm3+xe7F/3EHEVLhINU6GACD/umvHj5AHVfg3RR0XrA4xJNtFKIGn1V8BuFNwblnPC9tCSw2np86TGKoIuAqLrnDh1U3XVu62P5SIPWeOfwscHpBLTGpVEo9kIjwXnMUCYPgxlDNDz06n786+fqBsbh2CqdzHG0BD4rG8AXXPZ2iomE3vqDT3e3vPda6BlUqVClwmSSwH3rTQ/fuY7GcjZMrJCXEXcuT+OGhngFkiVP1HeCdPG+5smagoCqkfUl60Vu17lX/u7CKfAmeD9nYBsKXXhsE3QuCYAziiijhtPm45FMcbVCZw5dOrLJuOakf/F3Dn6eLvrxOVyyt/3jIzWOVkH6qb+U/fWyb78ebxTP/o4bDlgwnP++X2PDxArOKza1Voi0ZSIeCJ3oYQw/m9G7ZZLszC55PyZJ5LrQ3CV7Xo1EUKqmkepBiYo1LtZEPSXWu9YH2ofQFLJJTVbbjwW4rZVmQdmAJFCpVbAiqxoHZTPAcBWgBJZrgg7WTb998HVZTXwf6cXa19519D6b1dp94cVvxaUHT4G2vPdafKkEla5kmgoH93A/HtE4Z5m/v+gPODtKiVWDgY3J8og0gnxS6IjKeUzQTfJKmgnRQCiJ0VDjIoi7lmhgsQ3ZcJu7S2naIg3csqmIg3izGXpUU0TsooELQw+Ldxob7KFV6UW0uZWQTehRg+Egcel33UDR1rVV9CM5Pvipo2NT/qGP/yIAz3/uO1k5PeVpP7SNz/zZgc/fue+aE1tD4+u9BuCOn374hkBLL+qzdeMXAPjzmVne9r+/h9lveaLuUPZZK65NAD4yjN+V1XpdrQcABemi5AtRLyA7A0oxWZZmrjQFAsW3kDyhbApdp0JFejUabEQDT9y1oAzZlKobt19698H3m8e/XhqbX73+kZ0v3Hj3b6z1LodaXAo4oZsJj8ZDi0dEM+HCn5qjudtBULi26f4Xsie8dg4TxAthNN3UpeeiH58LRYmqpx7HK878ra2c9T6FGfZwsZYJWOHQgwJ0SFadQ3mFjzQ+ikBTF/24YO+YSfarC1HD9rHGpQZSIyrLhUP3xRrPGyPHAFwjxhuFbUaSEGgwvRK0wqURZSuitxlAMXHb/g2F51x1HXjPdKIpm5rBrObCn5yjaEt314QO7/E+rydDPPXV24iG0GxE6MzhkoiLfmKOL/ze6FydNbcN13DoYYwZigKxbYjYprIC165ged/41eN7jqff38QtpURKEtDNBSQrRe3h7DW1gNzqwsnr0MwbOpwxUPr6j96EqUAB0cCG5FgShs69Rbi/qm30dBmKuTDFNX1poOUTMYNpLWr5B4lnfbcktHZCEfc8l7x8qyQZwO5vGzL2ieZ/iwbDkcSl33WDFNxGke7J6G/c39d0y+9s5ezHLXLr7Rtp3h2zMNxENgPROStcvPPN9POEPI/41vf80nF97ue+c471X09pLFj4cBOsR5e5aNGAQDu1FETK+6Az4zArA1wjgWZMY6mHjw3FVFpzxOOupWwqbKJq9I3JqfVm4oEgElwCzV1O1mvu6G6OUBbG78yJVwqG6xuCxGmOrlf7xnNfeC22obGpprFQ8PznvpNiLOKj//f1XHHp24FR8fFo7B3Pftn1aAtsbNG8Z4XnvvDaGqlTxVN/ZBs81aA6JZQa0yyxWYTZGbPld2+ApoPIHffGwrM238GrX3cNuhAhzqKlmOp54l4hjjaF6BIo6/BG4xJNsmIxQ6FIqtKiSskFXDsVWzggHpQUnRhnRGMmGnoaC4JCsA3D9Ne6eK0px2L5nCiF6ec08pJiqoHORCAzn0zIJmQPPZC45bNfdj3KQzZjaO6xPPXV21g+S24/cauvhXUPViT/d45Lvn8rcc9hEk37gYKls5L98oWn/dA2lrcoik0WnSt87KFUKKvQmeK8d8zhYrkm3vr643eO//WOxzP7vldx1XU/AED/1Dan5AXN+7pgLWgNpeh7uXaKi3Wt7WUTRbrs0HmwFrWezgNlrZ3kgvaXbai6cea1YjCjSVakCRb3RT+hv8EIUtECQQA3m4ixDShbMDj14LSnC39yDptCPgvt++HiV22r84U9T7WMfdOctIKuRyO899/+cD+HR+Phi0eEtIhyMtnBBzh0Y/9mgsnkb8oGzvaKxybStZSOpnT0n/bK48dLfcyvzDH5DU20OET3MqLFAaabYbpDlBcIN5Wtm/ej746686+CHoJtaBHuig22GVF0IsqWQeeWeCVHZyU+iSRJTg0+Hk3BvZHE2UfSnPBhymYbBpco0nmxMTvQFME2NMVYJLBg61FlKHZjUYJOeo6kd/JpARyPiIahuEi1CF1G1BzpvW8onD/lwTaF59fYJVP6SlXbmwCBPU6x5b3X0t5ekCyVJMsl6aIl7lqh5YSiTNbDqJj3Kgz4gnCnSzQ2VXvxyk0u9zPDIPDVF6pN64FCEmI/OkZ13nQhiQYI3cE2ZP2mK04QDgcAfFz+bddJkp3LufVGpsE2kbV72//35hGX8tHYL/qzBmdGQpfV933j3oVJ4vmI1gOyT8crkN3XZtcDkxSFQWnPlve+iy3vfddxe+6tHdDYXaIzR9QtiYaybgGxv61EPEu/lyCtayRgpIjyqcE1TJ1MKucDbFzWb9x3pEtO0G9BDDfuBTSOg7gvzQdtBY6eLstic4lBWU+65EkXPZ9/z/7J6fOueBdlU9we4oELYo2aZDHnBZe9HT3I0YP97b0eDYlswoDzNO9ZIVvfPqBNXzapwCmi+1OinTHlSkLSzrETFjPU6OUI+hFn/tbx0w4666/ewbd+8XE05gvS+Zzmjoz29oJ0SQqreKUk6pcyUAh5AYAZBqcB69DDEjUoBKEIRCs5Ub8Q9GJwfGosWMbuzmjsGNT7t7IedDWs0XL/QhoTVZRjMtZNlz3p8oH3gwq9qBwMpwzKIk49u+Wcx31P3D8JMb7HIaLBqr0o0YJQPcA1qmwBVtav6WmiFY0ZKHQemvpaGppnvfv45Qu/eMOPMPG1BfTyAN0d0r59iea9K7gkIl8/hu2kowFXYvCRNMKqpoIZjhCO2gqF0oQBWoW60AXE3YCc8SNkmC5HSEmTBfpD+C7Xfrn/cL1Ddwp0p9jv+T/pZ6WRUOkqlA1B/GjriQeeO3/8dYLkeTRO2nAn0NfJuAM+MpoJZYCSxuKK4CL2E6tSXhoKlWOCtqLoqoLwYZRJp788AKrhWEY08NI4GBYisJiXI8JMaCR4YwRN4JDb+HBRUdIAqLi9qwu3ajX6qGoUaFwS4ZJI1IRr0RlBOOjS1dM0r6WRULSNwMkDz+xJP7+/GE01dQNwiSIeeMwwnOtM7lcVeo/G/qEsZOOawWzCcBoG6+H8Xx+d59uvvkaaCbkkA5WVj/CtBfkR9+SCahvH9zwrL0gYnVnM0GEyKfz9KrVqH8m0QKa88judOQjccOUlOaicR8zQjyCK4fMowo2SzLo6QRZHE5toyoYRXY+mprcxZvFcQSUoK8rXrZ2Wy759b+HFaoJXCeCBJB9RRo1mMEMvE8pH44CRj2uKtqaYSMjHNVt+ZytbfmdUXN35U68l29USazkvll3KQbKoSe+NyRca5MspSasgae2fwB2r0EUlTlshEcI3rXBpsMfNpMGgSlHs8pHBN8Le6UVDAaXQwfGmaI8aC8mKFETVNaZsQj6uyMekWeWj0PAOriK6CHZlSlE2ZRIXdy3psuPS77yBS79zb10A2zDymSk88XIRUD62doZQuYj1vuiJxxfxcbKETRX5uMF2UrLJiGwy2i9fKFtghoqxu2R/UpGjGEaoZolth2rFgs6Pb74Aodkamra6GNEddeFkT3WhketlbepctJZ0PxdFdhCdj6xAD3NBKSSmFlFMd2eYfoFtxQIF75aovJShRRAH1YMCVZTYdkLRlgFGRbFIlqVIe9oP7b93quA01ViweCVNtclbCpq7Pc3d8loqqPmjsX8oD9lERG+9IZ+A/iZ4zK+O8oXP/Nk1lBMWXYpbQtSXfSZZkjwhWRRbURE2Pn7PO+4KId1HMshSuawp24ooO4KeRWtcI8E2DDbRuJC76tyHRhd1jqGcUBrKhgwk6vWvFSZ3RH0ZFEQDoeboIOSsSxlYmFyoPemSlcFGBOkuTXRHk/TrTR77lr1z3WggX8quokkXezfS0yXHJd//30eY/NF4NFbHSU9zuPCn5kgyKUAqcbek67EJPOVH5/Bh2lvxT7UNSWMkCIVoKPeLVxwuWPw9+2VSeHzsH4+tWNs33nq1cF6DsCLWoYKTAkEbQdAECP2hdKERUHHLjEzPVLBccj5My/Re1kw6D2KL3tc0h/r/FRTdenxMTYlAqTo5SBcdakzVkw6AZ36fbJoKOed4SYhN6TEx6FLVm6zJPZd9+/V89P8+8sXv1hJm6LANTdlUqCQUFUNJGB73ZrmY9beUAinNBOpvWw6TaeFfr4hPssklSdC55gmvmzsumhV3vuKNPO/P34UZBOX6VuAkZiW+HYNXtcq3D7qLLgroIaVFA0SPCrNqHVaFnY0VLpFEwmuFC8eyDZlURKFYc2lolmnhnOvCSRJiVJ1U72tHdvm3XSe2XZGsaZtIAVjpjbhY8Yz/uQ0dJhaH4qb+d4yv37GDC0+3LJ9hyMfl/Z1/XJgENR1bfu8GaEjBZXpxbdVVtsTaDGSviBYNZceRD5voQnHWb27l9p899pzeZEUQBy7SddFlg/1tY1dWQ8QBWa9RRcExKK1QkVj36qxElU7QBF7WWrIsya4uPNlUVFPuyqD3oUPB7yJF0TEyJYxVLSZatfdtqkRc1+xdrD7z+7aiE1UjdyrEmhRhgk6zzTGSXX1c46S/vB/1eNLPzWEnADRFJ6r51ckKXPbS63GRYuFcg+3A+O2CmCrGHHG7wDmFzQ3eePTQQMNhMsV5b5O9+pZfOrb77u3f/2ae/553CI2hsBAbucY6UN7JFNd5cEJzBMDJNV0phdIaZS0KG3SYjIgvlw7TL3CxwQwh2t3FR6ZGHbgkQhUiBJ3O+1qQ1E20yCeTkE8JPcI3RNQxGlBPkgEu/c4bZKDjQD5UiDBpW9HaXuBScYaJe/LZePortv230FNYa3glcP6qEVkN0SqUgUscRJ6oK9dSM4BiwqH2aKJhmMIrUKUc49x3zh1QhO9oR3PeopzDTraEVqYEHZPNJMQrlqhXSB4Q1q1yoHOhHLjU4IMTlA80HDygFXHf1df3bFL2u8qJJ+9ozFBEx6O+hUTXyAw8ZFMRzoTm4mSlvRCGYKviKT82J8PGSNam0NOq/wsa95nfu5Uod484q/RH49E43Dips41v3LGDJ5xXdeNlmllTHVKNj2Tz1eWoiwhSgLlYOpi68LVSt3KELifHTU4zXi5FVDGEV0oSymAthqYWXMRa2XCTBK91cGhwQZxRQfheIRe09SPNBWsFpls9RhDHE0iYrycO1RTYDC1+yqAKSaiiDFwkNJCo72sBPZtUuC9Cd1gs+iroWMXjPFg8/QdH04tP//nJmTxU6uBriW/csYNzLjEULflZ9DsCBNGMLmh6qFGloBKG6xw6E9Xiit5QNcRcIuu2uVveo0rc8ZiGQ5pU1qKSSNaiUoI6iLXYiRoVLMWClokXBEs1FTE5eCUNPZP7WoDRpiJAZwofKDeafFz+GHcttqmD2JKupxTVZ9jkAkOsJndRX5KS51wVXAsqASZkbUYDaWaUDYUuhPZUISb83rVcHee9Yw6dy/v0tXeevDzJI1m7yosoa2+zxwwVzmihkcWgBxozVJRtC3jilWBT1wgUnioJVjL5danCjZfEuxN0Do99yxxf//Vjfz516bCpUAq8kcI+XSj24pqr0qFQdWPBRwpl1EjI1ukaGj7STRBUw3BdWk96TQEMpZlQUWeigfifV7QIbyCfEBHRaOCCLogRXZFE8bRXbqNMFbqjMLnC5B7lR9cNFxuBseeesiWX9dUQ9NXx2LeI4CjAN99y8q7dtdoT33zPDk6fhHxSPOajYbxXM11ZQVG5eKRVYVNgKmdmvMeuxQ5JsyD3AsWOl8K6MFCMHx9OlMC3Ha4Rh0YsYU81AeXiiXIr+YujdrUhluu86Qu60bVTXCOu90+dCT1ir8fKS1wjEUi99+hhCb7AJxG2nWAbUaDwVE1xHRyohN5jMs/lL5Y9V0fVOfYBASkIsGri3Ng5ZDDTYjh1aJ2bp71yG16f3M4mT/q5/RGeDxZfv2sHZ11uKNtS8IoQMZSqQhjIXpNPKVSuMcOgIZQhOVxELVZYDyYacqwLfmHumF/Dop4MRcpWHCi8FtcU15t4MYNSBMF9pGVA5iWPRCOUrqCdVGkkVPu2OD+Irke8YkmWZGqYzaaki4KWRIccVHt0MbKVztuqpkPobITUaMwLBfriV23D5J60rOoFyVFABYSCrF9vZM+uLH4PFFv+7FrUSoSPhRJxssZTfuzB165S6jzv/S3V9+PwtI5KOGmzPtxPA+CEeR5riZO6maBKgTGZgcU2NCubZdIwWE/tSR+vQGNeNBVsLIldNPC1kwNIEZGPGWwqiW93Y0SU+TpZOVY2iFc+7ddI8hJKW8NmVWlxYyJmVtMejMGZCN800rkNyrcUAsGtoLeq9ERZKY2GIGajl4eovIDIYFYWQWl8M4U46CY4i/EeO5Fgm5pSK5SVJDbuBdhYOFc2Ed9egVXKazC5Dyq58vguUTT2lLg4dJCVOqAgJsDlL76OduYo24ayoXn2d9zAwrmGr153Yie4lejkh9//Ri779utJrT/oReRgYSMoOpBNwuyTdzLRGNArEvIyYteeMQB8P6J1h3xEXQJjt+va4ivuE4SG5AKWLEsy3D1F0ZgXcaBjZdd3+UuuF755ZvGpgUwSVVVYso1t8nFTaz8IMiGcGwX40QVcpsPB0rSQC3jVeKrcQ8pGeM0hgTD5SG+hbAb0jIV00eIjxWBGPsft7aWsUa1GyvyRCokKdRGRLFnivqNMNbYBw0lZs9EgQIdt0GNZFZd+5w2MzcpU0KaKp/zoHMp7dj/VcedrTuxE4amvlubd4nmKdA/oDWtnupVN2PMsSdpsZshnQXUKvNX4UqGzCDKNWTJEXUlao0Ggozko2kG/poTmfZpyKcEbGJxWEu+Jjum07Jnft5XWYsUxL7CpQeeO9t1dXBpRjCfyvsYaTIQqnBT1RdD/iCCyHtMNYqCRCN2aoautIwezCUVHRD1drGjMj7i93sh1CCQZdZFodYA0Bls7C8qWNM1sLFaSFU1M26r5G6ZiSqGHAne3qUGXHrMyJN5lseMNuS7sExe/ahsdBb2NisEmx4U/KcnhF3/3xN5zL/pxcQv6/Huu5qzf2EbnbsXwSRr+/vCPoSdKtr3yjxi6mP9cehxdmxArx0LeYj5r8sDyOIPbx0F7GjsU/Y0y1fUrMTvNGLYXoycyLj7nLiJt+eTN52C6hnhRozPF+b8+d0ybM8+98lqiwuGj4NrgpZhykarV6a1WuCTFa5nQqtDsAmpkox1vigW0pqZGujTC9PLQKDN1fqCsBRVTTreJdndxrRTbihmsS4i7FpdK0zhesTR3ZBRjMS4MGNJdfYopyWV8GdZ4Zcep5D4+UmTTCemejPZ2afoOZ/ZPS5/9sutRDlq5o+gYnv0dN5CNa7qnKm5++4m9dh/7y3N4JUjUZ3zgF/iuH/0aX/7NtR3DTjie/QOfZ/tggm/sXI/zimxPEzXUuKYj2RXhI0+8LI0Eb8A7KZCTRWmQVZpMykG6KHtyNik/P+ln546Zpfrzn/tOopUMr1TtEOaNQZWWsdtWpPEVaVxsQhM35JvNoJsQGlFx15JPyNrQhUf3LWXLUEzEoheyMEQ5RzHTQuee9p4hOispxlNplKkIW6HInJyLfDw0FxBdsLjvSRcDvVgrGUJaj23qgDwraewxmKEVtGQUqMZebNldsv/19IlXzzHhEsxQaCmP/eU5zBAGGz23XXNiN8Uuf4mgtO+5Qkvz9EUr8AcPcif4W+DCVd8fjf8GcVI3E3wknNV09wDbisnHDb2NUlyULU/cVUR9mfTaBuAE4goEhXiFjVUNfar4UD4C1a+s645d6KwA7/GNWDr2IBODRIQTBYUQ1bQEQBoISPFWiygGhIEcQI4rFpIOVZRgnXxVk4wKOuu9qOfGWhKAoJmgAgTRmQpOJ0XeJ/7h0IVSNfktW2Fio5VMLVJNNqG5+FXbaO0YqeXKNF1uU7Q1WUszds/xmfAcaTzjB7aSJDLVfu6V10JTk00e3NLxoKEDLSSDqWafp07dzZ6izYduewy+1NCNiHpaOKsDgg6Fp+jIelWlQES9kkYDTgntIZWLZNw/2q98FPFSHvi5CpVZCNPaYrpJPiaNBJsEF4eKw7vq/xXMMBoKEsElMmkVVNHo86gL6fyXsRZVaiXNvrIZYWOCboQLEw+DV/L5jnZZbKLoT2lauy35VMJH/vnQFJtnfu9WmdoUBEcJgTV6LQ2zi1+1DRcrJm7LMC1D3BcqVfWZSZc9m/9dwWuO3Xl/qPGUH53Dx1IkVXQDlx7BgRSolYhkUVOMe854wn00opLbds1iburgEqGfoKDsINPLITUqASX7c9RXFONSRIOgcGzz2G66cVc0PpSvJtLiaT7c0BKkWu5qlAF2ZGMKAaVi5DOn8xKcEy0bwMUxZVPcFcqmQGGV9URBxNFrVXPCdB4g4UbhTEAXDRzJsiSx3VOCXd8ux4dvfMMhX8+VT/s1oVk4j6oKNStUi+H6Bpd/23Xk44ZsUtPY4yjWa3QBjT2A1uTjIwGzEzlMaKhsee+7aO1KycfW/rw3pktM6iY35Wcwk3S5pPEA9+bT9BsJD2TjbF8ax7UtKteULYVLwmM4hcsFpVcMI+7vjbO+1aU5OcTukMavKiXveMyvzh0zV514UeBq+Uwj8L8d2VSM14q4J843ZVvQNqYQXQW8KOLjPLqiwgSXEu8UOreYbobqDbHTYyhXjpCRztWuJtFCH59GuHaCizTRwJHuHpDNNknnRf8gm0lqJJfy8IHP/eohX8/l3yb5QtwtcaEZ5hJN3lEUbbnNs75HBjpJ31G2NC7VxD3JZRIN0984Fmf66MUTrpmDjvz/pR//aR4/0+XxzXvWfJxWnLMxWWapaHLWzB4i7binMcme7eP1vupST9RTwVZZNBJMIQgFoeuE66+kL5StERpS2wd9Ckcc8Xxf9BHGmphuJg3YZsJgfUr7nh7KiiNI2RTdjrhnA5XR4gIyUZc+UGkCIqAQxxJdauL5DL0cbMOMCo1V+bttRphBSTkWY1NNlFVoZR+aYKCbUK66Dg6nzSGRLy+4/B3ymeiXggIrA0qiEITO039wG9HQM5gWZIUK7hFlC8bvkAGEsl724BM4Ln7VNvKzIpYuzFFdzVmX38lkMuAwoAZ+n++Pxn+DOKmbCboQOH7ZSfCxQE4b88LXN5lc1aopZDSgVrOteGYVH1U5KWRMLnDp1baRxyqed8W7SIIFGUUltCh2jJVWAU6gXyglG5YKFAYXRGiq519Q0yGUc3XjQVkPRgvywTtIUzBaGhSRqAG7xFC2I4HWqgpGKY9l0xEs93D0DqrE9zkvujZw2wCtsA2B83buGWKbEV5DsiSTvcH6tBbLOVHj2d9xA3G3pGwaslMjBrOSxU7eXtJfZxi/Y+3K6SaHsfsc2YTm5m9t5v4N4yzdP05je0RcCOzOxZIQNBYCTSBwJfFyYaoaZOhw21XTX3cE/Y3DDV1U/Fx5bK81+XTKcCYKwnbS7S8b0hgwma+VlE0uaIpoKHxvnyiigZMpV6IpK8ixE0SLr4q3Ui74OnA9q8+1KTxeiXgjStX8STMEM9B85F8PXYxV8cm/e22whhzBF+sGnYd0wY5oFssFZUOg/UVb1VOOEzEues1cXcDbTkikcpnIpEtSsK41dAFTN2tsDNmM3P+W7euxuxu0q+Q0V7jEgwsCruE99OH+uhjp1ngNURfKlsBxj1Vc8vKttPpW0CpBfFMXnnyqQdE2cj3JS+GBR0E01I4aCVEmCary4BoRXusggAuDdTE2CQ2uAN/2qqIwVJZlrk6IXaTIJgU6G/W9FEgQJmDyfA8HEffBz/wyIFaR0eJApnwVLcMo4uUCm+r6mtdYcAxmNKYQ1F7Z5Jg3zY8kznv7HOkCdO5zREOPaYfOQT/CJWD6kC6s7ZhLtsV7dz+LVJc4r/nrhafxzR3rcU6RJCVZFmgPDUcxAT51qFwUWn2ppBe0ErE9mmCx1cR5VVsf+9jjimMHTX32d9xAOysYbB6rKYo2NXUjO+pbKWhKuVaoMthAFhZVOHxiRBckMQFF5jBBBwGQPESDTyKxkNbUw4p4OcM1Y3xsRjpKu4a4JCLdPRBR51hoZ2Yo6/jD73/jAV/H6vjIv8je/NwrryXqFUG8V/ZSH8Hznv8u9HgUqKCeZMmxdFZKuixT6uqzeaLFM35gK0Vbg4diszT7b3nz1bz6c69E43n/whOBm9Z0zMIZ/uKbF1Pm8p5MTfaY3zVGsjPGxZ6oD3pZU4yNmvZRD2k0RIRcD6FGFtDbJA3FynZZH2P9W681eiDNMFV4hqenlC1xBVGFRg8tkROKlgp2z2ZQADFei15S2TLi1uARJ6hGhBm4gN5V2I6gYHQe9MGC8Hg2E9fC7JWjW9L1lA2hKJCFz7E/PPrMv33kzYA0FSqtB5w07bIJeX+ycUXZpqZdU1DTqMU97uif46MRF//wNkHt9T3DzZVNBkycuUiiLff1Jg7nMCfoqzt0eEQO5kSIE+RprClO0BT4MCMUzdlMUitpmxzSBY8ugnK2ErmBqjtrG6outlxScc9CgZJL975SjdWFr8W3jnoEsTevFEqDV6Jm61ejBmrqg4PSoVe7O8RGNuhCkgghIQNeNlC8x+ugg6A1yjlpIoTfoRSuoSnbsWx4lTVkEF/UpcMU+oimVj5Ay6O+JM9CRSmxDZkeH+iTIpOWE28PevorttEoBfasC08p1ysR/zPQ3CMFxprDQ9ESNEi6Paa7MMXYdkVnu6t5fWVToNJKkKbYRiisQ2EgCR/1BL1Sivcaosxzyfdv5b/+6uhTdCrBw5qTbRTFWCST3sIHKkZodNnwfBlRFCpIoHIIxzGsdbdKx8PFoRkRNDfyjtAdKl2EuO+JV4SH6RXBdz2glXIH1hPna3tfKnvTSkul8nL3RhEv5ZjBgT8MFQrjRIvHv2GO1EoSUzaQ5CZE2XFMfsvWkPq1hC6hscfR3Szogzu3zxLf1SCyCDLKghkoop4iXZL7uGD96eLQzI2CLkj4yJtC/h8vKxq7jg3sVtx7ZFpVOzgYsbdNl8RWrwgTLHnfpemhrFBezGAkCFaOJXUz2se6fv+9FvSD0Dn0KutIsImm6EiTrDHvSO8Sa0iduXrK7CJF0l37YnKJrsX0XGqkiCwlORdNnf3vUzYFyXQsGzhHGulCeG4aksWCqK8ZrIvRuaIYE62OQ3HrDxTLgwYfufscnFdMtQf0sgRjHHHs6d07Ju+FEhFRANM1mIEiX1+iMg2xh1LhVmJ6habRyUXzJRQo0QCmvnlsRrxRXxoDmNF6cqkK60ympIWOKRuCMhTdDY1SDp2XOA3aCUXSR4p4cYjqDfGJcG58I0ZlgVZZoSCD0xPKo4Yi+ugm0ppSYQYiQGonIvKJSNA8RxC2oVE+Aoco8Q9GmhV5R5N3Ejr3jlTxdCFUhxOxgXvRa+ZgXDOYFcvLeHn0t7FoyJcXTuG2ezas+bh5FlFsbxEvC7Ko+4QSk1qxiHZCnfKG0MCFZEkg+jZW5BMe2/Cku8W6FgXlmKXIDVFPcuPWTsclL9/Kf/31MRLA1YAxqEEOWhH1bO3I5GODWRmgmgIPqDRoVOXQEClsrIm7goDxkeQK4v4kOQBai2WvUkI1UArbiMim40BjVqTLHt338nNH16jbqtG61grOG9Gvss0ghG4dyYrsHQvnGBn2MFrLVSjrZTB0gsVFr5mDdOSylXQh74DSDqMdX7rtNHxxEsDY/puEUuqPgf8B7PTeP/4Af/8BoOrqdoGf8N5/6Vg9n2O2HR/ohSqlphEezRbgTuB7vfcL4W+/APwIYIGf9d5/4EEfw3rixYx8PBLY0O6SYsyID7IG5RRlU4byNsCYvAncsVX2Q1WBIl73wWoxTDqtOTYfem+UNBSMwhPVUwEIk6LKggxCgRUgtVUCG2lRy0coD6ocbcyAJJPOys9GgVdi79RIao9pb/RIqbw+FyNeoyqcqPCnh7+BPOt7thIRpsaZPOe4W2L65ajpAXzo47+41/2e/bLriVdKtPU874p38R8fetOazuexijJV9DYY2jssdlVj6UvvvprnvvBadGaJF9ZuMKyc2BThhY4TdxXJsjRgTOYxsUJ5ueChZFoeDSoBIUXkIB8L04aYEdQxiNzZNWo4rO3JK9BKoKl5Kcr2pR9B2QNNoKIzxH0fRM0c8YoV6F9Q03eJDmggRT4pvuM2lQ6+qpS/lTRHIIipZkGNP9WYgUP7oKHQEpuoaOCPaGpV2fShpPhyWonlXukpxmPKtny2Pv6/96b7XPzD22qrvxMlzr5hG02vyMflZ9sUjQ6AdA9EPY2yJdFw7Y0wD1IUJ4L+iHY16v3TG0FKNbsEUUtqS1PlwLakwesNItqaCRVCnDQk+T7WjRlnFD7VmEw4rqpqFLi90SiVVkzUt0FYscC2E1yshbtbOylUr0kaX2VTUDsuqRAJPjQkYBjrgMxxRN29Pwv9daZGziVrKJSf/9x3khQixEsUYRsR2oi2zWBdTD6uyCbhC7+3f6HwpJ+dY7iOY873X0ucNbcNM6OwbUdjtyYZi4hXSj71F9dw9rZtmL7Ak6PswY+1OlShyO8Yw2uYP1Ux0R5gI02kHb3EoRciynGLKhSt+zXJsuxF+VS4fmYKH3l0z+BzjW2WaCMoKN2s6JXHJtnWuYPSEgWEnM6F1hD3xIWqsstTztfIGJQ4MdCQAssmQSCxX4K12KlOjXLIphs0tvcg0thWIwwjZDChslI47YkUTRpkEpsYbCOivzGWPbkIjbXi8PeUy156vWgtRWLJ6mNN5/6CuFuST8Qsnymb6qf//Bf2ut+zvmcrZUNhCnjG/9zGp/7ixOCeu1h0CIaPGaJso0auAHx+z2nc++VNREdgJ6oKRfsuQRR5DSv3tfENJ6KAGRgjazVZFGpv1EdQCKXHpR4feWwTXCk2kRgoOjJ0S5ZHCNRjEkqBCeKKWuFjoSGUkcE2Y6LlobwAjeSJsegnZDONWkMp2ZMJyjU1eKso2gYKj9cxPqwdlZf4JKJsVzpTGpOHpppVFE2FMdJ8s6kILUbFSFNkrZFPxHgVi11lBGbgiXqW3qaYwSaPbclJ3VdH6ZKXb8UUwR74BIkn/fwccelZOSO4YG2Xc/SVbVdz5l++k5Veg2iHiCQ/UuMkFGD8U+C3gfce5O93AJd77xeUUlcB7wGeflSe4AHiWPZ2/5T9X+ibgH/33r9LKfWm8PMblVKPA/4/4ALgFODfghLog7T5fdhIwiRhUKKsoxiPcaFgVlYFbO0oia2KrnRJIKZVEuz9KKn1ekSTePZ33MDH/s9DE1a77KXXk+7OKDsx/Q0xLaQJwKDAtdMAF1c1/MkrBUlU8xtRCoIlmY91sHVU6FWNhOo7WtcNg8oCCutlclU1I7Sqmy4VV10FoRmXakx/dOo/+k9rtHQ0qk4QdOkwvbKeZFTPa9/42D++nudd8a61ntZjGmf88XVMx8JJLVOxKqw+4s9+2fWkg3Lvps8awoeJejT0JCsC+U56Llhz2pF1IoD3wY5IvqeLLqBWNGUTSRrDGkZV9Ajhfj/ze7c+ZAHRK571NlysZaILxGGtudRg20nNKze5QLq9k3PiIrFuql6vtqKi77Uim5YpbGO+EF2Ejhy7aAfo9yCgAjy1MGOUeaK+eEaXqcI7QRPoQr7bRLESoHnT3ywP/GIOEdEgwB69p2xoosxhY01UlIKGWDnwdvTZP75GuvonULQeUCRLMn0u25BPSFIJ4BeEopFNRUdGL1KCqlEe0t1B2bpghDqqNC/yEXzWJZLsqlL+rsKkXNlQjOXif17zfY9gOr9vXP5t10lR5WHp7AQ2GhGdLH1N/aiaAN6MrEdXowmEXxx0PJII24woWyYogleOOiKOGPe8oB+CIG2lNu5N5b4A6bKrLVCrx9OFJ5s0JCtCewLWXBypPDQmhiVuTBoeUb+ksaiJeyKqezLESz/+0yh7FlEfkmVxZEKBTTVn/cY24p4iWZQCqmitMfHzEPXkPvkDLXaNJ+jFqLaujXoweYumaAtnP1nxFKXCDIUSqAtVa3ooB87K781QvryGsTsHvOCyt/NvH/3FQzyRB48Lf3Ku1sgpG7ARwGgpvFRDCvngntDeXlB2Ku0EyQEqupdyDptEwkdPNMnSAFVY7FhTCv/SgdJgFMNNbaKB6CzI58ajc4selpTjKT40qEzQOChT4biXTfmKdsj+eDgUh33DJYqik9ZcedswRD3LxO0HXref+PvXcvGrth3p6T0m8bh//FV0YwJdQvPrDRoL1GKrZ/zRdejGNNNfV6ycvvZjCzRf0IfKQryisbli6XxH+275nNgEmruhMe8wuScb12gL6W4tqL3q46LEdacSw4261YBNHRUnqEu+fysm8/VeNq0UepjjkibFug7R0pCyLeK2ynnK8UBPKJzsY17yBJdEAfUj+YZyjnw8pugYosyhg4uIyYSua8cSXKzIJk39WVAeaQwHlEathaIINEo5Icny2rspNpa8RxfyOYm6ueTbukN3d0I+cXLsuSDX5WTZM3HbaC1UaDalPNlSSrMPcfewDncC4jQfeeG9/6hSassh/v7JVT9+Cjj1WD6fY9ZMOMgLfSnwnPD/PwM+jMAwXgr8jfc+A+5QSt0KPA34r0M9RtUZj3sy9XYNU0+HZCPR+KyC0EuhUqDQEASy5DgmdNts2HBN4WuhLeUEYn3Ra+b4wu+vbXJz+YuvC7Z4inQpx3QzTC9HF025QWlRSqEHmTQUAq1BFyPdgwolUFEXRDNBofvFaDIWLPm8EbiXr6gRVZFrFG5MoBlie2YEKpbquoHhIkUxqWsxtIb1h803Xx2f+PvX8pyrrpNkRoMZWCqeP0Hx3yURL3qCJFvv/8rb6/ueKGiE1VFtqCunSQGRdAEP+ZjB61ToMVMhY/jK2o5bNqUgG7u3lALGExIpXasXl00dxADD+xSPIPVxV7iSea5qPqQZSlKRTUhxNFh3ZHZ7l3379YII6FvceEKyZ4guffBmF30SqmLLe3Tmar0NIOh3yHTLJaIwbXInSYGHxm6PbRhsw9TFWzSQwsymimJMEmVtBdkgfHY5XhHcQaxW8kBAd3NE2RxBCg9H42Pf+OTfvpZLvn9rTTVShafoGEzh0IWrk+wrnvk2AD70yV+q77vWveFYRzYF7e2Ozn2WYsywqKV6XvflkqIFu56s6W7WNHcf2XU/7leiU0FfJliVgjQOitZIt0NZSULKVpj0TnpMpoj3BL/uPNBhMsgn5HbRQHHhT86t2WXgmd+3VdAAQ086dBRjsr7aD1hx/4jlGpGPG6KBq91Cyo0i6W2ykdWj2LSqgDSIKNsinKicJ1kJQrVObHV15uvXX6mRC90hiC96WcOdPRnlWEw2EVHMGFZOV6DltSfLcNNvr30d/ft//gJXPu3XKNsJxpQk8wNcGmFbEdFKQZI74m7M85/7TvCef//wm+v7HisF9yONf7r0tzn7U9tIF6CxKCKn2bjBG8PY7Yr+KTD1rbJuHq4llBPkS/9UjyoVLEdCaYgd9CKKMc/SOYqy7Yi6mt5GRWOPp7EzIJWCnZ4dEwFPMoMuhX+tS4VtQDaT0ryvz7Nfdj0f+8e17UHn//oc2caSqZukiGrOO9o7PYMZw8oZKVOLCap0RMsZ5XhK1BPxQqAW36wHDUZhW5FY55WeZDGvraRRCtPPsa1EbPOGBc27h+F+JtjyKfRA+OCuGYc17SjGYmgZirapLfGau+V8PJjI7YHio//0ei5/8XWowqOMwL+9NigHzQeGtO/3lO2I5z1fBg3/8e+jHOFYuRU9lNAlUEJrl6zduCcT6PSBmNb2mMGs/G6t4Q0MZ5DrqpcGQLwslBUfyf7aHMi+5DUMpyS3K5uijWITyGZFVFh5hTce1/TECwLHV16KYxdzRPvuhT81R7LsaewpUR1xtxlbLgVBEHSVdC/DR018bEgWcnEuSwXhVY7FqMKRzFuh5ahIhJ5zQRzY8SbZeAOXKOKBEzeFMLQazCbYVJoHpvCkyw6cH1mmB9Rm9V0XQHC2qFyjPvWXRz5wyccNUaYxmSWfboJSNPbIfj52bym5FKOc5JhRSR5iuBiaO0t8rNh+SYSLPE943RxmtonxgXZ2eP2R5+zz/dE4snicUupzq35+j/f+PUd4rB8BbjwKz+mgcbwJMBu899sBwvf14febgdUSt/eG3+0XSqkfU0p9Tin1ubzsM5yJRVgo0pQNuciVLfE8hiDSmPl6QqVWDxcDhLwSrDFF2Kj7AiEUqoR8lU2xeFlLKA/J/JB0IcM2IlwrwStFtJKLtZgbFfx6UKCHBWZYorNS+JFBvAutg5CSRZVOLvKl8MKxorvA6kaCHxV0XuvRV2REzTlSAjGPxM3CNhTDKeHz5uOSoB1JI6GKSojRhCkHiPq5r16H90EEMuKqx72Zqx735kMd7mGLu374Ddz0W1fT37BqjQylMVVNUL1WDKcNw+kH32VXr90i66GsTNcG04Z8TJOPa7qnxgxmTM3VB2o9BBcpyoYim9AMJ6Wg16Un7nuSZY/JRkKj2lJTDrJpz1lza5viqFKoPlUxNdwodmIiulh9NkR0SDlPvFxghhYzsETdApNZzLDEDErS3QOa966Q7OzJ2nZORMFqFE6YFCSqthWr/JsrOyubKoaTmuGUOINU07B8zNBfL40EkIT/SAqyKv7rr14rn4tUkU0FpX4jDRFduNoKSheWKy/5da685NeP+LGOZdzyi1fzqb98LflE5b8tSaVX0F+niQaSHOxre3mwWL12y0EvoEEgn5QGgE2QyXjl1hGuLBXqq2wFjn5DeL0qaCtUe2zSdaI4PlNSjPn683bBm9a250ZDR7pkibvSRBnMyvUgH9M1GgAv1wKbKOKuiL/aRI2cREICqpyILppMPgcVJUxVNpEgYo6BHqGsTIRN4cRWNJekN+qXmKFFl66mwpTNIEwbhBBN/tDWbSXE6I0StFBUXf/kMWXSJ9S4Ky59O1c8621H/FjHOm573TUUY5CPyX4nFCmPbUBjNwynjFzfD2Pp7rtuK80OFOh1Qy44/x5OPXUP6aYe5aQlX1+g12W41EvjayKshTLoLDUcKg4NCC30raoI80qauDov6a+LeMqPrm3tJgsw9s1I9E0aoVEbxKGrxpxPIlwSEc8PpJHgvBROkegi6X6B6eVEyxmmL7mEHhZhvxXagosNrjnieYq9aSwijASkTkA3yu11/XmorklxTyx1KxeANaMXV0WVa5jCE3dlql4J8sZ7+kS9krJjyCcinnvlteKidALGzS/7Vb48d3Vw+fEsn6nobZDzZYb77JWHEavXru33amFKF8l+KsfzDNd58gkZlg1mNb2NmmxCkU0ItS2flEZCJSzuIkHZoDzxcmjoGkWUyTW3osatJcbvKGjsESFEH0HZlFw0WZSGlArOYpXOku7lkscie1S6a0C6e4Ae5qi8lDW80EOvjHgi2nqSpZJopZB8vyUU3ihzxH1XN3dZRXGsrLO9Grlg6VzeD2UFVXg4oosHik/+3Wv5xD+8jmggFqz5REI+bsIAQs53NmkYTom473NedGKuW5Brz6f+8rUM1kWUqabYlGNyaUapUtaIj0R748HCe7+8+vvJEg6hF5wIX0Iw52bv/VNXfR1RI0Ep9VykmbB2yNga4kSRsDlQWnDAVRtO6HsA2utO89mErnn4Nh2hCSRpBON97c8tCu1BHHAgk84RpHU0WfKKWqAlXbKCcrCidvyUH5ME4fPvOXTi94LL30EyEPswPbBE3qMHhTQJKq6nUhAZVG7xDYEcqiIU4N6jKp5Z6WoHB0qLTyNUeM21PaRSo0ZC6UZtIiOTLx8JlLfiQrpEUbSkKLMpDNZDMSYn4Paff+gd///49zdx5TN+rX5vAJS1kuRaL8nL6ud/gsYTrpkjRRpD8TI1yqJMFSBIjkqI7cFi9dptbjzNVy4M3Rlxu1Bl4Is7cJER3rSXQke8xENxpoKoYaRqfYKKCgAi1GgTEQdKloJKvvac9445bnnzgxcsz73yWlTo+hOJmFdlReYtNQTWaz+iAwUYososylpcI0FZQd6orACtRwmsUgLLjXWgZ6jQMBk1ElCKvCPFlnEyUSnaIjSlAFuogO4IE+8EWjvgy9uOzqS1bMp78qm/vIbLXiqThXjJyccqUFtqAcoTNJ713TfgU2k0NhYr2LIj7gWHgZTagu3BYt99twwccdOnRicIFWAkDlp9KmxDErdK6E8XSriXfu9JR9SHYqzAAfl4RLoozaHHvVn23Jvf8eDvbbJYCEotFE0mg2RFhA6xvlYCB4FW+1yuByb3daN51ET2qGLEP6+S1Aq1ULk1aMeoWV3tr0ZhyvD/WNfXI2nAacqGomjCcJ0cs33fGiH7B4j/+Pc38YLL3i52ZUgDIZtNSXdn6KHFJjKx1iGpPpGjanxlk+CXFa0dJcmSwLV7p6jQOH3wc7Z63aann+azaY9dlxM3Sras28MrN3+CHcUE/3DfRWwHksiitWPFNGR/aRC0lJBEuilIO19odFxSNsVyr+jI56BsKGwnpWxBfyOcvVWauLe99tDX1Eu+fytpQKrZWJBmZuhIlnLibtAb0tTNeW9Ge5BPZEhgelnIA3TdOPCRxrcqG1LRgAGC0qQX6kKi0ZkV8eVaBNfJnp0YXGxQJgjMLRWo0jFc3xDHAtZOyTlQfORf38DlL7l+5J5ilFAdtPDhK4HfY6VJcbTi6T+4jQ4wnNYUZw/Q32jCkqyf4YzHpQ57mPScfddu2ZbrYOecRXwRMVxJQXuU9gxVCsg134VmhYgVQtn2uNgL5ReIcjBDBc4QB30FHyxqq3388a+fQ9vDu54+67tvIC3caH05sSdN5gfVC5FBEkK78bHB9Ac1jUblZQUwrFG2qpThE7HCp3FtaVrt3TZVIf8ZOe4o62VdW8n/barrnF5bEVO3qXxe8RxVa0a9KheoHKxMLDkbHrIpgz6BHctAqLtqzFB0FK2JAcPFuG58+SLkaIfRTHg0TpxQSj0R+EPgKu/9MTUjPd478w6l1CaA8H1n+P29wGmrbncqcP+DHs3LJp2NK7JxRdEa8fcqXQQp0nwNb4oHnvbOks59RUiCxZNZBdVzXUqy2dxVYIYeGwS6mnscybJMIqop6KGf24iCoAY5upeh+hkMc/kaDCEKQg1G1wVKhVZQpVjeqEI226qRAGHTrHQUHHsV7KKZEH5nQkKhdS2w42PxQq+mKWVLIMnZhhK/LsOvW6Oq1WFG5Tlt2wmuYQRhkZe1XdCJGumyJw1Tf5QUmfm4rDtnoGiKJ/1alay9kUTZRQTLIJkgFG1wKRDQCDYdIWS0FWREuuxJlqUTrwuhBsRdgfhFQ0/cDWtECQ+u+QA09ihs4jn7hgdHKOTjpnZjWD1RNf1CxLuqSZhHvMxhZEeal6ugsuI44toptp0KMiZQkyrLx3rdezm/LiYkvtROIjYJn+2GJEo+nD8XSaGaTzqK2eKoNRI++bf7wxC9gnIsEW/ryk7tCLQyjmeYwpMuBv/5BkEUUN63uOsZzsgaXGu4GLIJmWBlM1CMy8Qt74zWc2XDW4yHaVrQS5BJfNC5CPszAEqEw1xmaK3vMVzvyaagc08QHW0KDPzBQriwsn6joaO1sxCdjYAYwFOrVVdrrkZPWdlTKwtTnQfKQ7VWVz2Gi1d9LoMNZDUBs6nGh2S2GI/IpiLycUPZNmRTEf1ZQzYF2TS4yRI3WfKVG47O2l3N1a9pY0qQNPGKCNvpoT3hG2HVXlB2qFXRm/PidNM7s2T5HEv3gNjFg0fcKFn/xJ1sOWU3j9m4g7PHdrNkWzR0QTvOmWoPOGViiTSyuIajbI5oN2WDUbaUaVSp8IWudTWinqz3fAx6mxt07rO0HoCor+oi7lBhYxETVA6aeyyd+y3p7qHsN7nFdAtxcIpNQJyFLpwGVcoAwqUx5XiKbUa4RkBrtqKAQqxQB1WDQEsjwQbqmfP4RLjmVU7hQ16hrBvR17zHtiJWNhtWNitWNj/0JtihophuUnbEcSpeKQ+qW3OiRD4u6M7eZmh3MoGGK2m6Kg+MlWw4b/faD6w9bvMQtWnIBese4Cmb7+H0U3czMdVj3cwKdqIkH5fro4ukeVs1FaKeorFLk84rdK6IutCYh3Q+FIgp9DbKNVaVoiWWdOX3F/zCg++5kgupmlYQd0uSxQw1KFBZgRqGTT6sITUMjiHOo5eHI+SCtbLmKnRYLPQml4iougtDFZtKvqzCXu6CPa/Q0sDHq/SmCDmSIwxp5Lo1XO/5wv86OntuZXEK8Il/EG21aOBJuk60RDK59q1+TidiZJOGsqEYTiviyOImCmxT0CrFKbkISiYn+HXj0ahDKXU68D7gB733txzrxzveyIT/C/wQ8K7w/Z9W/f6vlFLbEAHGc4HPPNjBKk/vsinFR83ZDfxzXYrNmzcKnTmSfNTB1IVwCUE2pbKpag9bXXgRIlIC8UZXCaYcf/lM9aDq18VEQlJmqG4otrLKwkZBWeLbLen+h5AOK/goksJsWITX6KEoRw2DOJIN1yGJhPd4S+hQj1Aa2FVNBa3CJFLEFSvLMhsrnJbCLFoylEfZ9uWDn/rlvX7+wOffWossRssZBKvLCqJ7IoZNRAm9uYsRRLktF664Hybn2dqLSp94sknhOlacc5dI0eUj4VAL11puH/c8+dhoXYu9XuBtK3E7GDY1Sov4Yt6RKZ4uFPEAbAlus0fnirO3beO2aw4+TcrHNI0F0W4gBxxEA0kAAjCj5t5WF8jKqaPi27rYiNtD0BqoRe4SXVMFnBEOulhbjjjqviE6IxWE1q6adoO8Xlc1E5Lwvhxl4+bVyKOP/tPrefbLriebENcYPZTppM5KPvDZXzmqj3s0YzBjaG+XRK5qyLSdnLvBOkU5XUJj7cm5i6F/msNNiD1Z/kCDeEUS0SjAR1Ul7FoleNFIjFHZMO1FEtaq+aW8Qq1ElB1DOVuS2Zh0QdTGs2lqAclDPrekwoNLE9kluhajswGuvdr1RGg8IQnuObGsDDSGekqqfZ2sKj/6kjVbdSSqczOiJ5UdEUYrU1U/btmQqXPZkvPIMbDDrWhmIGv3ikvfLtxk59FZEV7TiT3hXXyMY/IbmmLMES9r5h8T09wtVId1py3gUMyPd9Z0zE6c8aZz3s+58S522Taf7p/NtOnSc6InNJYOGY8zloZNSBy2HVAr/SBgF1UFNehcoXoCk3IRJCvS7M2mhEY0dUtO2hZEysrjc7b86bXc+cpDo0xtIkVIuhB0EJwTqmKkg2higrJ+RGEZFhSTzdoez4fpLeG64YPOjvYep0ZaO9X61D40CZSgZ+QxwxBCj+iSFY0HoGyPBEjLtZ3+B40DaS5c/uLranetSj/qY/944mkrVTF4/goA/tYxtHb483p0fVuGEcDYxIDLNt7Kp9d6YKfwXtFpD3BeM5us1La+U+mAndEEZVvEjU2u0Cvgx2SfTRaor6XKiWZDNBSLxKqZQGiumtzXjdJsEjqPn+fJ//IWbvq2g9P5snEtyK5C1ivey/AsOJCpMjQTjK6Rtz6JZEjmHFRoXJAGQsgjXBLV+h/aenwp+jQQ9uCQ49aDMi37bI1yqH6P5Ghi9a5J56EYO7r77mq9r0/+7Wu59DtvQBdiHV65+ZSNE3vP3X2RZ91nYTitWJnvcP6Z23Fe0c1T1re63PSNMzD9E/s1PJTwXuGOch55pHE4z0Mp9deILsWsUupe4FcQbze8978P/DIwA/xuQLKX3vunHqOnfEytIQ/0Qt8F/J1S6keAu4HvAfDef00p9XfAzUAJ/NSDOzlIktpfr0dJa0UD9JLUxivhIlQ4XKRXQcRlUypbok6MDZZ8hSfqlgJFjQSRkCyVlG3hituGPE46LwXgk39mjslvCQxxX6tDnTlMP8e1khoeq5wTdIJSqCzHp4lMFZxFWyebLcj0YTCsaRByZw1xBNaN3B1CM0IhCUfFeawdHVC1766rrCRDomATmfYJ9EwSdX0MEtt94z8+9KYTzrXhYPG8K97FlIPlMxOG06rmjpmhTGR9BM1dnsHM2jdYEzls20m3PfFEPU37vgCrDZNcX0gTAS8IhWqSOpiWiVhrpyXqi6IxSKES911wUfD0Nknh4owkEBPf1HRP90R9xWPeOsep/yEwxH/7yN6aFaIRoimnRIU+Gnp0aWjskAabWI5JNahKh1nJZWoWKdHC0Dqoi8vxKs6tS3TdMBCFdilwvVIhqQ2Ig1WTYB8TmmLhq4LGr5os61xhBseWLvOxf3w9z/ruG/b6XYW2ORHjmd+3laUnaeYviOjcM0J1DC7rM9EeEDvDOm0pnOGuNR57ot3HbBrgM4OJLLaEsuWlcO7I+1GLXiHvVz5bojKNGSqSxaoJF/Q9gvOBjSGd15TDNmpTRrHJs1ImmEy48tFAcdFPzFE2ZH//wu/t38xN5geUYyllc6SV0Hog8HRLSZTN0BH1HS4gtKKBp2iL97kPjWgzLGuOuDcKm0gjtqbCVcK1wdrUBSE0Fyg7ILScqmlRQeZdQi0GhvZ4c+zRLR/6+C9yxaVv3+t3J3ID9+mv2MbYek3vFBi7XQr55QsK3EyfNz3u/QA8rXE3yz7haWs47vpohYvTnWw0HXZZ+Niec/haegqnN+eZTvt0y5Rv7llHt9sA4/HjJWpPjE193bCMdiYj3nmJ5BpZQJmlMDylJJ802ERuZ4agl2LWfxae8ok5GouiwbGvQKxy0N5eUjZ1EPmEYqohTkgAKbVVI85DpCnHUpStHIAcyjp8I0KXrm6ERcEyVFlff1WQbLEklSavTHtHz0VXcPNAjVI2uDzkGm0UpjDEy6Mi9dGAp756G3rDGACPfdHtaOV5yXlfYuKiPgbHlngPT04a3GdXuH6Nx1aJQxvP8v3jfPr+cRrr+gy7Cb7U3NssiR5IgsuDCP9Vmkl4+RkNzV2WZNmydHZCPq6Y+UbJYMZQtGU/tinSWEoE0di5R7F4SpvJT6c8+cY5xu+RtbivPobXUDQ1fkwT9xzJoqOcbhPv6oZcVIF1I+StA5Xnkttah+oN8W2BH9Ui4hAoumJB7YIDToUArXKI6j4+0Muq644gjWXYogBrAoUoiKgeUytM4OPvex3P/N6te/3uobpqHct48k/P0ZjQdH74HnzWYCYu6MQ5pdO8cMPNnJXs5K6lKQZZfNBjKKX+g9Wd9RDe++cqpd7jvf+xY/ka/ruF9/7lD/L3VwOvPk5P55i6ORzshT7/ILd/O/D2A/3tUFGpiLuEkT+5F1snZUXcxStVe8RXUyqBY0lxVOsmBC64KlwY8AsMMBogKvZhkurDhtXa6cimIpp3LXLVObLB3nirXCb+84Nv5EVP/mXhgBmFS2Oi3StSjMXygVRFWVMXUEr+XxSoAaNObdU4ANmUQTq5So2EZqpiTLv6tj6pOrjVdG2U3Csn/DmTBfimB1WoY77BVnEiujYcKFTpGaxPSFakMCcN0Ns24CFdlInvkZy31JT4xNWWbV570TZQYAayliuoeDUVtamqYeEVRafq2JcNPXIACcJ2Jh8p8JohLDxZCrrWdkVjfoTSeeFTf3Wvwvgzf3YNl7/kemkKNEQEbfJbA3yg5VQ2ZLp0YiEaaWw7RjmP7aTCa1SS/JYtUxf9fvXFP/xccelXT8JWW7h6BZWtqzzhVQgFL5oQqxEcxzIqCOOJHpe8fCvdzRoc2Jaje6rYAw5PKfmB875I16Z8eeEUTm0v0bcJX1rj8bXybJpeohkV9IqE+00blzriJSMTexMoDUEDxEWyvyQLWvzPlbznygrtTFnPymlSlOsc3LhMCSoaW7I0Ok6FfMCL9SPsDTOt7ewSDUMHY9XEVfbCqO9CAWbCtUCQC+liIcXWQLQ/JKk2I+tIrWpXBhBYeqUBoWzF4aUW7pWm2Kp1HP5fNbxd4uWaFR2HhQv7NbtP1HjaK7cFRBW4s/osT6SkewxnbdnBy075Elvi3dxfTnFbOc3QxbCGVliEZkqn/PHyBj605wJuvn8jV5zzDQYuYblosKM3xspyE19q6BswUlDl47KPVk4x1VCibHumvqZIuo6iJblBuhAxWCeOEY0dAYqtPXlb9sTBjGbsbssLLn/HXk3cT//5NeK2odUIbbaY4xoGnVtBklTXf6VqQVAp9B2qtNhmXNMWBD1hw88jJIpyDpUjg4V4NGBw+zhjuNiEhkTQWqge2jpAnBx8BPYYY1sfihD08Yyn/NgcPh6dw4un7qJlMn54fEf9u38ftAHLrG6s+fi+FJtkGhYyTZ5FmF0JJlOUrUjcydxojQrKJeQOkew7ybKVBmpoFuRhbzRDT5RRO0GUTbnuV3x5k1Pri7Xv7vHCi9+6FyLvc390Dc/4ga2gFNm4IRs3TH1B6NmqdCOnMu+F9uCcNBKcx7UbEJzK6tcaFlulk7AXPaBChsk/AQkpf3Kr5gliky26TxV92St5jboMTd5jHCdy82B1POln5xhslLwx0g6jHW8/+/8waYbcWUyzqxxnTA8ZbwxZvP+Q6pyHSpAenF/7aJzUcaIIMB5RCGTLM5wWX2gR0pKNsjFfSpMhaASUDZmyCn8qeMOWXqa6PvDRM1s3JMTaUDZXp4QSUCeIEWAhXQyQrUiLQONwf/6/VwofC4e8RhnYCn/lRS+hKCC3Qbk5PAFjJHmoGgnOQhmqqDLQHpSW3wPocPuK6lBYlNdAiVYB9miU3K1UqJi6yFNeBHl0fgzepIPEgawhT5R47FvmaO6EKS+Q00u3food2Tg3L27g/q9sBAXpHhFQQ0G6uPaCYFDGTBQanSmSeWnsmDxML+MAmy19bV1kE0kyXRzWeM+JoJpWDGYEJRANPcmK6BvkHZkCRwYaC+GCOtQwmQONeqqqcwfW88ILf4UPfPGt9fOLlwvKNKm9ootOjMlcPdWqUQdpVF/wfaTqiS0Qpq+h6RXoQ14BCbWomS4JgqnyWanWI25UgNWT3DBpUatcAHQhX4erkH00onJw+OB/veX4PehhxrO+ZytlR85jugDfeLUIAH9i6Pjz3c/ixnsfh1GOPYsddrc75OXaER3LeYO7753lSWffw6CMQUO0Yur1q8uQ1HrZK42FdJeRpoATbRAzGEG6+xuCG4eG4XqLjz3GOJwzsicpof3YVCg8XgX+d6Qwg/07eWKB5yHRfOZPr+G5L7wWZb3oewTKjXIelXuiXuDvVh9hrXCRqRuEygOFQ2uF1aEoCwmsM5Jwa0vdHKtEUuXOo+dUiaHBqBjFAd3jK0D7wqf8Ch/4/Fsf/IYPQ1z0mjmMEs2Az7z9D/b7+53lCptNk1fveBKl18wmPeCmwz7+0Ht+Z/E8fu/Ll8E9TVzD86WpzUw3+mzvjtMdpPglsWWIV8S/3gTLTmdGfHQzQPan4GVfpkrUzrWsf9v0qCI0m0rwEwX9TSnt+6Uosw1N3PW84LK376VxAWHfDQKa/z97fx5mW3JVB+JrR8Q5596b03v1atBsgRnagCxA80CVVKWakEEMbrvBBoxH2u22jUCAkITQVJKqSlXt9vBr4/bsNp5oG/gZTUhCwswIIQYZAQKE5hrelJl3OCcidv+xdsS5+eq9qpdZ75VU/hTf977Ml3lv3jPEidh77bXX0sYhTQtiJbWfXJLW+VtaEHJL0IEin2WNJqDo+mjMMeonIZT+dmuLKLbSNoqTihjo65e5uvbExgFeyPpcPXKU4BfeTCX897z9sgqSH2k8+y+8BbrJNak7Bbz/h/5/533dby2fiCeF38K+HiHsVkHebdBesUS/P8XsA1OEObD7BRR1dKc8GQhlnwR1cVyiK0qYA3HDY++xHpOTivueCmx91GH7jyOWxzyGqaA7Qxv01XGKMgKAb3IF/YcZ56Pf7R8QL5QCgYsjC1fbMo991edgiwOo+VHdqkqVYb34ZbGvFcrUmAXVfleBIiZedEtKoUVMaLdo47B4BhMX5b5TCoiPxCgCzg/H8eRyjad8z93Qbrx2b/3Sn7LfONyfFX/vM1+N93zki3HDn/xdnNqfAQ+i/6Kqv/Ygv/udS3ncl2Nkc1L4XBiPRmWKh+Rni8jfEpHjj8TBHHromGyEBXtvwz4wOZ0tEUuV+iSpLC5UJQ77Q1Xhd0aJKgl3moaqM5Abinm5tBZwljZZpSWedg20CUA4uEm87ddfWxfS2lveeAII5V8BGLLRwZqG/0IgQAB+Di1vSoQ7Vsjqe2OkBkFMQEqQaFaSSeGGBLdKFoRYkrrQUZhGGQANO49MlQwAdNIibU1x43MfaFF2y1NeUcGGz8aY3kMNglIJurLZxd9//M8iJo8rfgvY+V32catnsOkH/jvM0CjwC4FfEjjozpA9EJbA5BSBAbYbCPothzgjYBansB48Uv7mV/kKjjX7mQJrq8y2COHfzsE82Y/3UKWicb8lWB1rqJB9bIJ47IHVEt9T7LGMNHEUt2tNxLN1SBOKI5X/lzYaNYoiAGgjyJ0p2nupmg+Fiujs+yKEyoAY1d2iVMGqNVahioPXKywU3ZlHcO66scf43HH9DW+qnuiP9PiSN9yNTz1fMH+MVEvbMj64fBLe8YGvwOq9J3DvfdtI84Dd+zewPH34KlnqPWYfbvHB33wyPvahx2Byr2D6GaC7H5h+hirZBeQpLWh+xXs1bJF9EObA9L6IsEhYnBDEGUh/TQLpBbn3wNLzXhuo5BIwbDhMTmds3EMQdT0JAnAgUfbzYs/AL7lxSJPA9b1gtK39bMP+ddT6SFNfhevShDRbSabPY1VcyQxmaV9oDDch4LfuvFK0FlxvrR0DIFloM7h9yIXj4Q7ncPMzzg8mXPd1hyVfX7rxhX/vLpz9ghL8A59Iuwd+/85FwP/2B38Of+4jX4tPzrfR54Bfve+JF/hr5x8fOX0N/sl/ugXdb8wwuU+QZwn3nNrCx84cw8k/Pob+M1O4wcEvBN1JJoZVzK7j/WvPkpkWNzif272MYUOw91ip1nvNGaktPADQbgwYNpUCecHmjacA4vp413teDhWgOTui+tkbzbt11ss+CiOWoQYwFCBBktZoVBvHmEPNQtrYNZUlVtx4Mmp8wPWtiN0J+h2POKPt9rDpsdrxGLa4jzxSI3uy3L7mG+98wO8+23aRZ/8E2w6HGefvtb/1DfV3P7a/hX+3dxzf/JEb8Q/eegtu/q8vxTf/+N859GfIAGz9bsDk5zdxxW96bH80oztDDaRw1qM7w/lI0WZb+wVYHue83PhMRGoEW5+I2HuCQDKLY2eeHNBvCyankjEEOW+LKHSOBooJgVzJGIVAzxk5sNWyDA2ce+oEw1Zj62xLt5OtFnGzwWBf40aDuNlQPLRxVSuBsfvI0pWoZodeQC8y2xirr2krqVpMX8CN9dcJHsmcMTWC2J0/Xrj5aa/GzU979Xl/d7nHl//4D2PYYuxZxk/OZ/X7P/c7/wt+5l1PhfvDGd7x/qdg+dvHMPnMhcFvETkrIrv2dSEiWUR2L/iGz4//ocbFQKSPAfArIvJrAP4ZgLerfo7ImJuglTebMReBZj5aPqq46g1ehkStwlwQQAZFngjXlrJwOQaZyAQe/BImOsRKVBUZy6RxaXCQxgMrwa1f9LLa6nDueOuHbsNNz3kd3NklBWhMmEbalote8NYTCWopAAQIsgI5koWgmYyEIikRAoGEAjZ4ANkBSEA2fYUhwXsKNEUAog4uqak68+XFFu13XvPdl/gmnX8Qab7ANPKPbLWujHXqKSnLbB34+z/+YvyXZ3wc95/dQHMNN6Jmj4uwi3qkqrgMgtknqfTL5EIRlgDOUOgzTjlvh5ab/vKKsUrmIsGD1TH2EzdzYyWcjphfw4ORDIQ5RZbSBJg/FghtwrBoKFzYsae72XVodoeRAWPjp9/7g7j26zmPP/CPOCee/8131qoXEycHNfu7OLXKxHr7RWEZ2FAT5XN9ZjIVSkSgNUCmUBKZGE7BZ9HslWpl19p7S7Kcm0cwMoBRfeX8c9R9FlTyi5ZD+p9XmHQD3Md26rV588kvwku2Poj/es9ToF6ZzN/foj1TqkKH/zy/YItPu8trQAqtwkW7b1HRb0tNaJp9JtbDBhkGLgLtnmLY8JhfE8he6ClKSLFDgc49JDFhiRPzBY9FfFQr+8CvEm64/o1417tfXo/vHb/wqoOAjowVrzShP3lYZtJsW+omAJbwD7m2Fblex/lroEWYZwwbrvaKu0hxu+JiIRlVbE2yMY0811fXo7paoAPgFe1swIf/4njsl33kB5mf+ZHf1r/8B+7mN9fAWF4JEhU3/PPvQ388o33MHKszHa76ebYZ9jvA8gTwiSXbXw4z/ArY+X1lS0oD+LMBeiZgt5lg+hkyEQp4ML1vXL9WO4LmLO/nsGX3MlI7CQAmpzKaOaueqRW0RYjxiRnuMQvszJa4f2uKfK+vFdEiTHvj816Pd/7cKx9wrEVE87qvuwPJkxKuploPr9VdgZVZhV+x3QHJAbC+9JwJWpi9tMSMNAujgwpgSRfZB6UdR4IcoIznQL95KEHpOBl//8Hz6JZcjkH25PnnbhFmfKTHl7z+bvzuK78bfsV2LZcIeiz+/WPx1T/+v2J6f+baYsWsnY21tr9DDmd6CFXI1RzL2jP2M7GWVRvDDFhcTZ2nEx/KWB7nDYszjxwI/GYTxW3PKtqzCf22R7IqdeqA5Zcu4T85gV/yWQiLjGEzoPtMz9aEtfFL/+qlePpfIZP9F/8f0vtvevZrKxAQpw6pE5tnBKjU087a92N7o4sOYZFq4g+UeAGj9gdgLE0ZY4GkZNy44oAl8IUJaSwFNWbCUfa8hzsKY+PcUYGSR3A8+UcY1133lR/Dz/3ODobNkU33Pf/xO/DSRuHnFucuYdovHmGOKkJ/vqGqB3ogRORrATz3cp3H58fn1nhIMEFVXykirwJwE4DvBPAPTCzxn6rqRy73AT7kUFTP7On9FKRTU4uvlVFh1TPMSXNNG2F8r/J3yHoAAXWDUaGcWNWVv2p3rZoagTCPVMcuCYQn6+CWP/1KQARv++DrHlToSluqw+eNAHhBbsNIUfQUh3R7SzpBBA/0PQEDZ0wFmDd0SQS1ILHZAAWtNDGog9/vITEgblCF2nWOTgJJEPY/C/SeC4AJaaOFejkvDfRyjetveBN0whV189OcUK6nNsVVv57R/+rj8KT7emhYWaUS1bu7tAIcZrgB2PhMHhOwxH7u6p2cWWXQgGo91u4aYwIMJnKgcNLkZGQLgWclaX6VoN1jMrT7ZGA4njC9Zh/HNhY400wgJmrnIoOLMI/Q4HD9jW+qCtHv+/GXPUAkrIwcGIwPm44ic83BioZ6tn50Z8gMKsJf64JJgFXC7Ge+5/uyOZVIIQJVFtD4tyUzKfUrJmqfFRGwCyReqeP1fCRHuZ6bvzBDdsDsXsXyOH/2L//DjfjRMzfi2EciHrfpsNqmfVnpsZWHce38kmunX3Hu+RWtKClYyHnkhzUWyYLf7/whGQnDhkdeOfiV0PsbrNhro9AmA72D2t9eXQFsfFLR7LM9rXh2+/kAt4x44U1vxuo41/Wf//ffg3e/6/y6LGnisNoWLK4MSB2QmtLixt/nxmF6LxW444ZjklYCUOFz2e5lrHZYjfQGnpUqrQqB6dKGU+Y1MkHobAlrbgGooF9cWNDqcgx9MKDWCa77ujvOq6p/OcZTvvduWMcKHvezGX6Z0exHpM7jyt/MSK1gcrKDGxTzxwDDMa6F03sswD1kW54bOF9zA0gUTD8tiBuAXwnZaEsCw+XvuqiVvUjLxoywYGXTRcX0vlQr+y6aa4cl5HFT8aLn/gZuOf4beMVvfAOQaLfX7pnlaJ/glj3yRofrb3wT0sTjvT/5MrzrZ37wAkcPxAlV83NHtlqaSGWpATBb4ISwP9j5rlk6goCaXyXTuwE0JwDeBB+1OuqUkRuyGMiyEXMQAtk3j2BbWRkXAmqdWX8/kvHCc//8W3DMqvCP+aU5+u0GceYwbLpq2wxVtAl1r3DJIyykJs+HHaVIVqxr+w03sr+ModueJagwHOOcnN7HezY5lbDaZvHoqg9GnPxSrpXHfn+Ai4rVsYB+i+vw8pqMyZN2cUU34CSA+LEJJqcUfpnYkjht4BYDbnnqqxB3iGD89PtegV/9py8973HnjiAaBXEDUsP543qQASwsiGx8OtHxwPZ7v6L2Rw4OLmZk8HduyNAkABzSxEFhQov2HOSGLWm+zxAQ+CouO2mCR5RRU8cFwmttPGT+CPYXA7j657gH/Ozyy7D1STsOO77uFJBbwbCl8Eup19UvywFf/Oeo6k+JyG0AHoiWfg4Otjl8FpCm84z8OXIchxkX1bylqioinwbwadBt4TiA/yQi71TVz55CjgEBDNo4y4dNE1qMiuwNRLC+2uwFTgRhb0BuHGTIpAHmUZm7AArcNAUw1H96n6Lzo7etHzL83oruDMNQNQuKSJ22gcjsKsHNV/y5A5xzQHB4+wdegxuf+/rKbMhVMNHBrSLmj51AFFhcsYmr3/tp6KSBVGvJtQygFWC+IINh3e5Lsr3W/p8dpCcjISjPNSwdRB260xmzex9ZMOEdv/hD7D0/DzL7zp97JW56zusQZ02tjl8osb0U49qvvwPYoO7AdS++neu+G1Wu272M9v4V/JkF0rFpZbawIu+qwvBhhlvb+ABWmPavCcY00IqgZw/AAdOTahaSiu409UAm92NUNw60/PS9YuvjimEmWB0XDMcSsBHxJVfdiz86fRzzUzMcP8tq2uxTPStTSU00TxH2EuAIrtTqVyAgMIkZP/2+V7BH1AuaPUWzNwog3f8Uh42PA/PHAWe+jDzLJ/2UHmAOFDotDFso/eaAHkhsWSVjAOtXI6ZQNBOoA6EV2Hgkxzt+8YfwomvfcMHgNbcOL7ruNrg+XXZdha/63+6GN5urIqoJAbqzWoM0N9BDepgJVjsmtGTtIe4IuIfvFVf89yXilC02acJnIcwTtHEYWrqJZM/X+pWi33bwK8XkZCLgZQyaYSpYHaeYXW4zwoklppMBffRY7XVwpz26Uzyf2acHuCFXn/E0cUizBuod/DIiLB0WV3g869vvQpjbmt8KcAW3uV/40e/Bc76FCtthoZAoCAKc+WJet2MfBk59RQZexJJ3+2PH4SaebJnI+eZjCdoJ4haqbTMvlHGtYreSTTRyYb3nRVBVAd8LwtxXYeBHamjD/eVc0VUACHsRrk940bXUsbncidnk5KgJU/ZoinCmNdFNwbBFIcywpEYS3WWOUNWzvbs9qxg2ARfJONj8FCuzkriur7YdFlcJRYoNIJ2ezPArRXsmoTu55N4wC1gda1itn4lZrgKrayKuecIp/Pp9j8fP/NEXAR/exPb9xmDYzwgLPif91iY0CMJ+xLDh8fxvvhMqxp4x7RG3w/nxi/+GIneSud5NT3KxvO8pAVsfVSyuEswfC6gPePJPRKSJr3uDrH0VAxg4PwV+lShI1zpIZqVYNHOuCgAh8Jgb1BYIdWNP/SM1fuat34cX3Ho7/OL8C5YkRb/T4sbnv+Gyi40+/5vuxOz+HourWjzzO+7CdLsxm/KM2aeWGLYaNHsREhPmj5uZMGJGezqx5e8I/fquZ/tuNq2hYYPOSM0eXbmWx3l/lldxXZvcD5z47YEiyYtEkcaZQ1gSlDr2kYSwyIhTh9Uxwe4THfafnPDUr/gj7A0t7tvfwJnfuBIb9wGzz9DpLHWOQLmAosttg9x4rK5o8JxveQvtIVPRMVC4KyZ47099H659yR0Iq4xmTzE5JZCB8/FjNwXs/J4g3XIKz3n8H8BD8Wu3fRXmV1J/JyypT7Nu1euMsSCR4IbrWTzMLV9b1ozsx+s8tvIwQT7Knvdwxs/9p+/FtS+5A9e+5I7z6iboJOCWL38FEBze9sHXXdZj+ZN33QX5Ml6P5oxgeSWZhhufYqzZzLm27j/GGDWRMYQK47DJqQtXH0Tkm9f+6wE8DcAjvFJ8fny2xkOCCSLytwF8B4D7APzfAF6mqoOIOAC/B+CzK7dryUVNRFTHSqWUhExM7E0P9CtSLZYJmQCk5VrWog3bDWCVVUTAZ4Wfm/hhsbkpmgfrVfainJwUbtkTSLA+s9ywJxewz3Bc9Aqd9lybPgC49UvHKps6BwkYNRayApNuFH9cZykkHXUXTPxm3Tu6HmPkP4jga77xTvzsf35kVOvd/gp58uAljmYvIjcOL7z5zZdVfEkUaM4M1BCwKtF1L74daWIAkxPA+viyKWDHDX/kRFZBOh4ZCFJdF1rTKFhcxaAxLBi4xU7QrXKleFOg0Fk7DxN+lwC3YBK32nFYXAW4Yz26yYA/OHkCZ+/ZRDhDUTvXK6m2AOJmU/+mX0Rj46zPa6lCotff8CaEY+GAUn2p5P3uDz6Q8nrtT91RT1jNNs+vV/VVIRATNBtZRgGjt3myVo/CSihaC76HtWzIw6qwH2Xk8/SMAnRxueH6NwJglfqmZ772stvwnauP4CKBhNTyuhRLLPWsjhKgsXYwf/jAVmJJAEdBQxczJCr2r6LVWEn4WMWFvV4xbLB6lxrqJAyb1ps7TcA0YToZsD1d4uxigt5n+AWruWFO8c/cEnhVLxg2HCQH+OCwOh6gFgyllroGsZOqawIAz/q2uzA7GQEEDDMGS2Gh+P2Xnb+i9owfI203TSjM1OxnijGaJaA6rcJj1J7RkcUAvoYWmFopuqVn16/4XE/up/Dgr/1fjwxdXIOD5gcHMML9c8Dhss/dyclEBmAjFXAM+6UNkTToArKHJTVhwopWhTkImr1DZgWWHJORImj2aZdXkjPJtJrOjbnE2HwCgPZMQnuqhxvYPpi7gNSQsVgcnlIH9McT3CQiZof7P72N5r4GG/dSDM+vxhbLuMnQy/W56q9IBlbHnYFRAnVqzAAL/vezUbXHZ/ZDr3/gvLnhJ26r36fGwTnrNfcAe0MNCFt79iUqHEhBV5vLBMvYayYqJpRLFp06ggxf+bfuxq//g0dm7vpFfEA7HmDWp8+j9pLfXVYb1MsJKvTHyERodzNboAayEVYnOmul5YbUnRrg+sSYYRaqjexhh2SFXyQEBZYnApK5lxWnkWGHQMPsUw7tGWDj07lqaZSvzX6G62lNCpCVGGeOIPMVALqMj+/u4OzeFMN9Exz/aAHvMtzA+ZCmYXREC4626Umh1v7ieyEjICraswNufP4bMEkZ/THSAbIAwT7/D/7uA9fd54EtezkAw4x7h4s62kRa75yYkwPbeQiSuczr6geFM4ZnFcs1akC7n+lOsnpk2wsu1KLz9l8ZNRO0Jajwtt++vKLkYTHGUgDbEFMHFAtyFbYxlti22SM7qTuTK+h7gfHite8jgD8C8JJLfwafH5+L42KYCVcC+CZV/ej6D1U1i8ifuTyHdYghqIm4JPYVFvRWkiK13Eybs7EuOgQIMsR6tiWOFOxKxRaBQCuqGXZ7yCqNNjamNEsnh7HVQNsAbfzY/mAKzHkSkGYNaVuto9jVdoP2FDMxv98jbZw/sX7rh9n/e+uX/gDgBRoCZGl97l6gLSuEGNbEvMqmG2MVhpQ172iF2eY40slKD3IJ3h6JITFfUDehVHRvuP6NCHs8rxuf+3pAcN4e04cz3vcTL8N1X3cH5td0aPYS0sTh+d90J9KOrwlBmnqom9AySy0gnEhdhA87ihp8nqD6IvslNUCqS0Fke4PvFc2cmzoF3aT2SdLDvlBtFYsTHqkRDDtAnijSfoPFMgBR0N4f0JwFurPcFCRxPrhVMrqhVNXuIl4kWasbQ5wa62cYk9DNj5H/trjm/EJ+BYl//jdZkNBYclefN6saWHdOrZqtMf9ETU09SG0xKiJKzgQb59cA/9Or737END8ejIVW+vdv/qpXAw645U+/kvZYuPQOEB/4h9+Np//VuzDMWEX1K65ZqeH1crGwXCyYOksqN73BBWlNMOuiR6GaOgJavs9s/ZmyAheWJbkSNHtlrrmaNMaOz82wZWDCNNcEaWe2gKpg7+wEeraBX8HERlHPI7Wja0hq6L5Q3UXMdWfoyutG4DROBP1Wi8kpBkSbn3rwZPRX/jmD3Wd9+11sh+gYLLs+QYOH9LR3xFrl6wGK4yiBrFZRNMnWfma08bBUPP2v3oVf/b/PD2pcyvFg4qHveg/n7S1f/grAe6RZwLVff0e9tj/7Xy4tO8wlIOxH9McaMsDORDoZiLUpZoVbUUw5B0F7pofrE4ZjHSv0R9irCngRltzzV8fMGrHhffArAkxhicpWgBM0uwP87oIJ1eaEYNaWr3NscTUwbCnbHPYbnL7vCkx2Be0pYHovWQ3FeSTOfG3PSq1HKqr3zhJNY1DomibUs77tLmDLozHGzfSTcyweNzvvOZZWietvfBNESytborNEEIgTtkDENSAjUcemsBEgZLsVwdzS8x0nCge6A7h4kHV2uUfpkz/fKDHBLU99FVLnISlzD+8Ev/Cjl9ai77/9v9+LZ3znXWj2i/4GWSxlXhWwlQw8JZDQ+up2dKRh7xs2PFY7DsMUtOa0+MGtBM1C0J0CJiczJvf1SN3ItIVDBRIkK+LUI00clsdofapBgd7h/o8fgz/rMT0t6M4SAPPLDAj495TnQCYAqtNSFRh3JvI9KNwqIs0a5HZMMzb+gKyv/qrN855msV9+xnfehWGToGuzz7+XOqmAAWQtDLd2SfVgvJYUag4QXEdAIE2siCJAvyl4xnfeVdf4z+YoosG3fPkrkI7PcMP1b0Syte1n3nZpC2gfeelL8WU/eDdgMadbFcaR5UwRbIdaAquJFXkKYyHhQddcVf3Ll/RgH+FBnftHlqF9ofG5chyHGQ+5G6vqD50LJKz97r9f+kM65NBSZVXEGXuoclMUthnoOltAqYVg3suZi6szuzAqII//XJ9qUkWkOUNihCx7SB8hc35FBnTaIm9NoLOOmgeOqC28KS+bUKNbJnqgrxLCfkR7/6oi2HGzPS8rYX0UUKGeerGL8h7oGjIUQgDaZvwHAJpHFoOWJNEWj7LXrBLC7orX4xEcsuwf1LnhXe9+OfzZBfx+DwhBl1u+8tJXyxZXeKSusA0Ew6ar3uDqxVTdA9KEfX/DJmnjR6nsAmAge5yidL4vgRJq1TPMge6UMvFfcn5m01JQY7PkjlXa1LJKu/uEgNWOoN/i5hD2BZNPBXQfb9B9OmB6DyuhzW6qVWXAkptM1krqTL2+LQGQQ5x4Agmmrhz2E2afWWHjE8uKbv/cf3zwgO2//b8j20UUkGFkHqyrixerM5cY1PulWnCvaBb0w/Y9AYfU8PVhoeaFfbRbcZQhUeFWIyX8QkM9256KANqFlPQfzth90li5LP3DuaEKtys2mknRnc7j75xg2JAjiYdCBP12Q4aVGMhkibTvCXr5QdHM+bW8Z5gR5EhTBsHDJpBmVkHrBdgP+OS9x/CZU1vQeUDYpehTWGTTJRgV7QkkMcAsbgpxIljt8HPYBw4e30TQb40iiXHKitfiisO3GFRqrQBqn0HAxs5Tec0L+FEvmc31IghWmDVuWFvHH6EhhYF0gVEqY64fk4gLARAPZyyPewzbjeltZKSpQ+64h8N0VsI8mtBcD0mZqu8zS8yOcM2oOE9Rxf1rBIsTTKZKb/DkVEZ7lkyY7r4Vmr2I9uQKfj4AziFvdOiPt+i3yYTpt/n+3ABuMGX9ezyOfVhw/MOK7T9OXMNXxlpppDr0rLa5dueGczZOpIIIAMG4bHo6LjKxa/YSmv2MxWNnD2k19+53joxGitgZIDD11bWEdtIsjEjMY8yTGAP5Fec7so4MHBB4CUutzI1HaqTG4bqvvf2Cv3/bB1+HuOmRpgHF5agI1F7S45jw3pS1tTi8FPZr3GgxbHd0O5qGyqQaNo72HKkAq+MBq2MOEkcQIczZ6rDxMcHGJ4GNTyVM7xmQW9N7SWqWoON6SAHEgNW24x4RAT8XtPd5bHwkYOf3BTt/qGh3EwsYaxpHpQ0ndQ5pyvPJnqytsOT1Lq2rwzGef26csbESFk+kRt+FNG3KWE/yS2GwAIEazG2kOJyYmPeBNRYjY6+0R0im5pTvM6b3J0zvfwRjXUVlgj7oyEoXoZZrYbGVvJQjzoD2NDD7tGJ6UqugbLNbilbA6hjB7mZOnSK27D14i46IvPp8/+x3f+OSn8jnx+fUOILh7efOEOXikBsiZmoBZvUIN7tHyQz8RZVsgeBq8iSlrcHLWCUtAELObFGwSpJ2Ddzuku0NxYmhaaBNB4ggt6xaS2UkOMjKMpxe4GAgg1HI42aDNHEI+wlhfnEWYW/7jdFK8dYv+0EgZSK/wVmvv6uAAQDaTw6RbQ7BlHA7npdkquhnL/AAtPHoj7ePWKvDWz90G6u3DzW8Kf+uIjBcng1geUIwu8cCgQlZByWA8z2vZ5o4LI97qGegh7o5HT6gUhBx50LONhrJJiioZRMcUeOiDaIyVuVzUS82l5E4QbVPlMREJexbYlMFxBTNfqReiHMHGAI5ONMQ4fmoF2R1VZE6dQLXM6ljIHNQ4OuhRgEcrvu6O+BX1usY/AHqqhTaYhqrYdkEVWtLh1Wl1QsiUAXu+mPAF7/xbvzeyy8/O0Gy1nalC423f+A1fEaj6ZlcpoRx5w+0ahMQJACgQHeaoCmpyaitXoBU+8KjjOypV6CNVCD3gGtO5me4yGpsnJE6DjE2TqmoeQWSICxsPicFFhNkAdq5IOyTkul7o7a3rmpklLlf2gqyl9p2Uxg7rjxT5l6SjDzjekG7C/ilYv/qhwYUfulfjYHtDde/EW4R4aa+OgIVIV+gVHfGamCxNxtFPzjYi89ALje0an0kxrve83K86No3XLBNp4y3/fprcf2Nb2IQHPXoFdUHGae/WLD1UY+Nz6TKMvED11q/yvAr9nrn1qHfaQkywAQvG0GcHG4CpwbYe7w7cL/aPa6TzX42Zg/BrWY3sQCwGiogmLYmrAIPa2uejEkdWQ1kmG3cExH2WLhgKyMTn2RgWGnFrImariVBNqeLM05Z9wCgWbiDFeeHGMUVAgBueOEba8yjQaD1AwGHTFvWRGqNegG8q8enQYwFJAdEb1c7gq/83+/Gr//9y7/m/vR7fxDXvfjCQEIZceLgJZtA6uUBO0j51iosCBD8To1AvGOLivXtDxsOqVgWCjC/6miAwmrbsUtlYu2PS5uLakKwg6I7NUCyYpiEkVEpUsXEc8f9vDBqkDlfp8YAay2hdEOGX+TaclPZVwogsZUMsDW2hJortjd4S5qXx1nMUmtZaDYcmv2M+ZN3Lup8P/APOaeufckdLO4pCzoy6IEWHc0AEuBXqT5ncOY4IoXNqFCxuN7e128/cno1dJl4iDX3t9+AF978ZmqmdK5qUV3qceVv5gpYrra5h3WnWYQoIEJ7RjFs2rPvjbGQDl7384zz2UCWN+xfwlO4LIMCjJ8bjID8OXIchxmPajABmQkN1e/ZK05rrmwLbGYvVZ+rS0JpUyibsQZXkdtiDemWCZKM4qiW5EcyDqq1VtOMVf4+kpa9RtnXrqHHrnSkxU8C1DmkjYA48/DLXCttogp/ZnG0a+DEmBAB8AYiZFZBkZWsBVXTTMhA38Ptix1zi7DvrcrNSkV3skduHa6/4U0PiR5fiiH9hStktzz1VZDCJPGOFbxJQJ40F7TUOsp41rffhas+vqKI4RYZB6Im0pYtyAUDuO5srvPMJQYPR3ET8JH0VzX6Xen5d1Hr3KB1Uq4JSklMSkC6rtfgIgOBkrSw15ABhphTRHt2sCRMoEW3Iwgry4JKcc2ezIyamIEBQ7/Fim532nomvT/Qq3+x470/+TK86LrbsNxpqa5u/Y2V5it2HU5H0vGywC0zgoF86gRhSQZJb8c5OUWhoNQCT/meu/Gbb7m8wS3BrfPf+Fu+nEybvD2BXrFhTKd4Xm/uhzuu+9rb0XVuLcEStLt59JG3/tBhgxl2qS76XtGdxaHAoDIoZMV5mVuplEwX2U5WvldhwFZ0BZjEmQjWADS7FqxY8k/tBQYu3RkKbzljofRbvoqO8SAMRBCbN6YJwXYYfq8GIsQNRdpMcAuHZtfBrYA4ZSX5sONd7345bnjhG2lpthxqZZ0nwv5cZ5oeMLCugI3ZAz4DGAAtPwuClAVdVjz7L7yl2qpdziHxwkDYC296cwV90ra1xxkD5Dnf+hb8wr+9dMd3za+Ma3+cjgBlM6duS9HGqGvY6aHq1YhDBRsvdoiyF9gNCm92vK5nL3l7aml0aIEMCe7MHGgCctdAOwNZvYyOB47P1ewzmYBQy0S8OxXrei2Jz0gKrDL2W24EvcrUM7eeNLH1PI8OKLkB4kwQOxOf3FPMr/Im6He0a37fV0xw/PcGFA0bAARKigB0dd6xnvMMCEb3lEJjLwyhycmMYeYesTadyT0XPvEbn/d65Maha70JcWvtjX/BrbcfAFYezrj+hjdh9UUdVsWBRlnBzQHs5c8UAo8TMCGz4oAKAAeE1RE+VFHbs8qa7RLgF8k0CkzIu+GakyYOw6YfE1IlmwRKQXJnTEcX+dy1u5mA9DJXe3RYu0JpeakgvhvBJGfgWwEo0DkMzltiappkPeeyimBy8vDqh+/78Zfh5me8BvPHz2qFvLjrwBcmj6DZJZvGRV5zqNmfWzHCFTp/BlzM6E5rrfw/FMvn4Q7f5/qMnTtueCE1lvpjDeIVwZxq6G5zlPjqwcZX/q27MfWMN1NH1pMMqO5Z3WnOrdTSWrzdI8NQhkx9jAeJF1T1rnN/VkQZVfXfXNoz+fz4XBuPajChUJsKfcg5AYzSVH9WgATh75Cz9X0RRCiIawEY3MBqhAypNNGc54OFv3P2/nUQwbG9IU8CNHjolD/PnTePX6l09bIhuz4jXrFx6PMvlf35k7aw8funxuOqx2gMChEDPzJ/vxogMcHbBlRYCdp4qHPwQ0buPHUdALT3c/cLnzoJLFdQY1u87eQ/OfQxnzskPjAhu/ULXgqIg3hjWfQDEAJk0gIxwy0fnMVRBCvPbQu50BhmArdMGK4k9a9oFLRnYvXvLuh8jiWosg0qrnnRH2KUNhOFob6Z1eX1qlcN6qD0UH4Ag8ZepwqktSqBmsCeUQ5Zkc613y1OSBMuFdM4oQc0/xiTHtJvualU54nA1xdBxKJ9EBaHvwBp4jG/ymPnj3pIFEhhW/hRGMwN9Jz39oxJMpAMQJh7qHcI8wapE/RbnnZnJrD2lO+9G35J8b7tP1zSFnXFefO233z4AkfvevfL8aLrbnvAz19405uBx28j7A1mUevIiopkEGlDp4fztTQ978/eic2PEsB/+688NGPnOd/yFmDHY3IyElyaOoRFNr9um5eD6cbEMQiV+QimHslW0xWK70h/LZTaooGSzxF4UxPBRR7nTUmqciisibHqK9meCwVS60bWgVX7y/dpwvlaqn5pakyEiSJNWILWViFtgsw5/4ctU69uWP09yrj/Kzpc/Sv7VOYvia+BIpK5B2FINSgHAGdgYGHXlAqxXxkLKAie/RfeYsGkIuwnqxAOyB236odqhbuY8c6ff2UVqVsfz/1zb4HsBPbXOwbk1LvgOiRJce3X33FeZ51nfftd2Pro8qKP7/ob3gRnFOXVMV+tStWA7ebUyvSIimUh2xZLewkAHLZ4U2i7FPMk2yXM6WDhFtQgkv0l95y2QZ42yB3bedT27aLnkNcBARkF1rRxQFS4nOGGjNx6Y+a4mgSV5AtAndcUcgS0Gc2a3IDq5uOizXsF8oR71mHHu97zcnzZK+/G8gqPjU+sCJBUzZq1WEeN+txbvFD3G84JHUyTpeX1CCsCh8/4zrsgak4nANrdCLdKFbhab7u4lOM53/IWAspbTQWeXKLeRlgUq9oLswGuv/FNhzq+1XFzXdon0Oki0Oyl6kw0bDjTpSn7WElgR0r5UUah+5d93SWFX0QWPDpfmVC5kQpaARjBDOuTL2wDUVPnXysYAKhizGWoHGRXqVsTN7S5kSZWpFtL9lMDwJEBliYEiqPtUUcZ86sDdW6S2hpgjCmLe11k0luEVgnikxlUgcDCoKvCjWxRufYld1THiBLzlUr8pXC1ede7X44bXvDAeOGZf+ku+Me06E4na5HhOtueiQh7bKW+5amvOq/LwzP+8l3Y/kPG5kXv5sHGc771LZiC8zF1Y9tf9oJmyAhzzuc4Y7zQ7uXR3W5dI+MCQ0S+CcBfArC19uOni8jfAvAvVPVfPuRBfn48asejG0zIpiieS1WLu3DdBBWQbA9E5utEH0jJlaxwqqyCD4l2jwAXy661ZK1EhPY0CYUPy//VOeRpUytsaRoYfHix5IxUX1EuruwrY+W5P95WIcbDjsWTNjH72J6xKHI9p9qKkTIwnUCbwMQ9Jf4+RmAYSMMERtvJpgGcg3YBbpiyt7J1vKaTDhgipG0e5IgOOXJG3pyOOggpQZqGx19aNkxAEgPtlsQbEHSecePzXg+3NYE7u8CtX/L9eOvvvvlBP/5rvvFO7OwzeB42HPwATO8d2Bu9igcZLN7VlhcIoFHgzAbp8OdtLhrn0DCLwFRh1wDg5uhGxXPJpOrp+p5swb6LrN472xhlfcO3Sl+c0YWiVBriVBAn9jmFoQCrmE356PAHMAcFQZyymgE8tF7C+cZ73v79+Oq/cbf1tWa4yB7okn+6ISOcXTEI8J7VwmXP69+Pz0qYdNDGY7rRIbcew2bA6nhA7Ax4UWDYCGQo2XW6VEMSxbVueOEb4XpeJJkE0pmnpGdrELQ92VOuj0jhws9Os58pWHWBub0+brj+jejM2WDYLNZ5eQwMB63WcCoW0JZcwcCZwi449FjT2qiaKxbEqwnO8nUEKzIo6FTdP2QEEYDCKLB53/O6FstAOp2M7TxsMbLKbTD9hRbIDatppfqXNiOkYZOwLB2w26C7l77scQb0W0C7C7z/Rw7PYHnXe4ydsBgq443uA7zffpEgfYJaVcz1JjS7BvTm1tfgu1KJhaBEofNXYKYLBwDrSzJUcePzXo9hu8WwQWZL3nDmOmFME0tWAKBZW0fOHdff8CZMWwc/H3DzM17zkEDYTc95HWQSIJkCoOzFNVCyfIQDWwwidVu0cYjG7KlssENeE5cU3cmIsCS45+cDZDGM98bakTR46KyFBjIJkz3HRRxR8ujKUcAtb8kJWQsERWLTIE0dWReeuggVQLM2o7iB6lSjgio2S7E4xjjtaUvIOlqu+uFoYEIZs3sG+GVEkobML7u31LLJtUBS4ij1ji2awnU5BwcXxtimtGhU1ps5l+RA+225mF7xixx0FXK48bmvNzAECOasEGcezT7X4fY0UUIZcnUIOt+44QW3oT29hAZ3XrvU9fE133gnK+7HHfUBEhADwes4cwjzXEGj6sCxp3UdZLuWIhzBSUB0dN0SA8LK+lDFZz1B3hz4NVm8WXQDJJU4DwftQm3uFuZY1SMxACEHqZaW2VOLJ7VjoDDOWT4f5bkogDA/h+v27hPDkVpi3v4rr8bT/vrd9f+FKQM15qbFYHnCtg5J5lqhCkTAlT3LCgpwDtp4+MY0Lco9k1K4sOtxBNvvCw2/Srjxua/H8poJ9wgFpkGwvIIaXH5Fdkh7ZkDYXZG1+yDxyvYfrdDct3dRMc2z/+JdvJ1C8ck4I7OqCLyGRV6z3BxbTIujSxW/fvDiw20AvgvAWfu/Avi3AL4XwCce+gp9dkeGID0YWvIIjvQoFGC8bGCCiPwzAH8GwD2q+hX2szsAfB2AHsBHAHynqp4WkScD+O8APmxv/0VV/a6H/BDb8FiJA6uWBUAY0oGHrAS6tbJ7wBYps61hGSFD5ALk/WjpqAo0DP608bU6CrPLo8COqz29qXMjJdcWZMkjzazQ0MI+hfDi1B/Zxuh9P/4y3Pz0H2YgtOYycWCU8y0PSkWs1xbKmJidGutAFkDYWyIED5111RpQtjeBs3uAKm59/P+Ot37i7x/puNeHO71bgQrEyGNQBWYzZrIhAE2o9pYoopPnjJuf9mq4DCadMVEv4pxRXAWavYRh06Pdi/CLBLfo0Z1m60rYHTgnBnPvAFjhh9kPWcUhB4Er4MJhh90OldInjAM6ASXhKxu0qsLDqrCFNl42vsw576yaVHq2NQhKh6A6MeVph9UON85+yxK51hI7KYlaQcitYjyMCWnugXjMKhwPk7X/a//4u6k4HjNcX6rLDEilWJlGhbYBOTTIsyIoaolWUrj9FWQV4VcR3juEUw7Tj1tiNm2sYsMkzQ0Cd3oftz7p7wIA3vrH/8fDOwGAIEJJqBcD3HwAgmNPugvQRJtN6Xmx/O4DQcNbnvoqpI0OjZPa4/rCm96M97zjoJLzC269Hc0ZCpFKcBasKbQzodmhiKStgVQOB+iSuXNVcBMyAlSHPu8EArGJglZFObsAVOsuIyVYVWXSWObaaIFnr1Gt+gej3Z5UGzT2nTIBy421L2wkSMgGHNhQQJKDDg6SBOF0QNjn30hT9reH5diT+3CGWKuLj9Qg0dabwG+GKu8RnNhSu7bnDHnU1zHAW0U4d8wWcawm2vPsBTc+/w2XxPIut36snNpzPr2XkX8FN0zJX73A7Uecjwlww/VvhF8mhH2ex4Va0K79+jvQ7EWEsyukrY4iin7sN88BRrnlnu4WQw3qM8KoIm6V8PMyBh9iSFRM7l0AxUUonRMZN6Ey9HIXCKSbJV1p06HgaGl5GH9WbH6zF0hDobjUOrYpTDjv+20Dvzo6mKgDtMuQkAGnEKfQ6IClh0SuYa4XeMt/1vUaPvCPjtZS8KHXc811iwHIQNpo6nObnYOs90SXc2vdA/Y4l2z9tX1LzCJWXUk4xUQJA/yKBYwbXnBbdZp4OINrriK7hjj7oGj2MprdWKvPycRhmz5xDzzPdLnxua8HOk/NKX9+p4Vn/GUytycnE0UHW9L5SyKWOsaeqRHaEdo0VWvDKeLAhQnjlxlh//CFI4q0mqZSBgHbQStjMnUEvEqvPfXD1v5AKYA4S6rNwUyNweB65T5pRQs3UCOqxCHqKBxaWhGLBk7s+FWU4JdLNkdVIBYfDFuC9owezTlobbz/R76bbFm7nUWsGQCZFKpQ4XVQ76u9u6y1NYvF7241QOY9vAPcKhiQG0YWg62/kkbR5IthCz7UcEPC5DNLuD5avqKYfNpBvUeeBgzbDZmMi4G5yHnGLV/+CiA4NADbm0HnqLd/4DUHXvfUv3M3JqfYxtUYu6yIE/slCwHNvrV8KarorajFC2YFW/ZqiDwUfjtX1Z9Z/4GILFT1/Ue8XJ8fj6JxOZkJ/wLAPwDwr9Z+9k4AL1fVKCJvBvByACVi/oiqfuWhPkENCIAtLCUwG85JrItatgPg3AHxqQI8SM6s3BcgoQsUXgrOkE5jNiSt7QBpFqjWOykgAjeaqni6VuEdvd5JFyo0ZPVjcnrU8fZf/WHc+iXnWMg4xyRcuUkUhd2i3Aygngd/bu+zxFSWA7BaAfMeslgS0S6MhDXA4tYn/h289WN/78jH/tbfu51tDQD/fozA1uZ4/4YRuEHwgNkZIiXc8pRXVMr6LU95Ra3EEmxwBCDOGZP7DSyJpLj2O42pVQPN7mAAVRyrr2UuNR4KB5R7qzrSFQ9QBC5++EUewSZF3bRLEF2SK4DAgESFy0CywKfOIbHg3yjBCKisGIC/HzbpJx2nguWJ0o+ryF0GprmcEiTZ+SWBRAazuW6srOqq9dytth4+ivvud/4AHRGMGl7olwB4H1OqiUUN9BuH1ARWWDbXAIas8Ps93P4KGCL82TlbeKZdBQNrUHweoOmwo/ibl8penjZmG+oPAHUaCpinkBiRtqc14br56T8M10d4VcRjU7hVQpqef1ludtk64YbMyreX+vySas+vbpUrC4r+8Tqyt1a5glEHGFqHHQZY1ERXDtJIS6VqrFiNjh1qugalgsU3AAoDG4pYmcKqYPxa3B/SRoI0GZPNHm0TITZhYvJcvp2ijx6r/Ra68siNIs7kADvj4Y5CKy32n2wnov1ebWswYKncp9p3X0HtcW9wpprP/SizjzWPa5+KiZ9OA1507RsuCfV2nVFVep8lowbTDxAa9HJAa+EFt7yZAGdHyolzrjLdzh1+ldHct488a7mWWd9yDnZfkqLZT2jOrODmPfergh+kBDc4Y36AFoemW3DY85XlWiKXQSvn8hyVgNm7quPC19EOMUMtkVpzXVi7h1CBtIBkJpurbYe4ASyuAtJUEbcTxCvCRo9pG9l9GBKcKIboMUSPfhmQEv94qQ7HCaxqCAyzS7Pm3vLUV9m1zYCMa0j9Vy6tL6KRGF9jzAnGMWQruITREjErpB/F2nJwcFboueGFb7woSvaFxjt++Yfwoutuo7uTjWHDw0VFnHmkji4G1KIC3Iq/63cCvuYb7sDP/peX4ZY//UoCNY3n3uIAdf68oqRFyyhO2QqYPRk0LvK+OHNiKi5LtV6z0grSNXvJWmqGyn499Cj3Q9aYkJb4Zk/mQLk36kcKe4kPKotBgNhJveeFkaBWnMm2v4yOaILU8LkbpkCa2dptLkAVUAOqI4pEqSwxyRR47E6N1/LhjPf+5Mtw3Ytv5z64ZGtDbgggYOB8Hs/F1WS4JMfV3aEP3EfXWifdkBjre64BvJd2neLRYrz18Y5feNUBN6e43VUwRB0BZr9kW5D3AhSdko0JbvnKH8Lbfv21FHS2/TRPyJo+sKatDb+0uTqMN8j3gtRx/pb21KK3BFB2TQatekhknZQ9XR5q/3zuRf7s8+N/wHHZwARVfZ8xDtZ/9o61//4igD/7cD+n9DYVIUQkJSjg19RQSwKRUfsfC+pIgCCNi0URXZqEA0kdnKNIYesQN0hljlN3gIa7zpBZ71FjgIYaHKQWcFHQR4fJyQw/f/irbKHzV1DBuwckTFpAgBI0tWHcQNfiMkmZlc/giY4W1kKMI80/JVQxyod77H846rbc8tRX8e8a+i7ls4ZYW0qk/H5tSFJqK7QNe20Rzit4J6WvzoGU8kaw98QJdn57NWoxVBBKgUL3Uq2UUJQqIsbg6bCDTJUi6Y1qn1QtO9Pa33YYA2mg9kMmS9zEbOgkK6+XiDkwmB1fK1heCayOAXmiSFsREjJcIPVfVaDZNgprDVivNDtxNo/HSZI7VCr6wx0//b5XsEpU/vaE1YM8bSCD43PtXEXyRRqIJ/CQg0PRWijgnOsC5/BgIqpD4t9QZbuPCIGySzDWK7Bf8w13jFaMJqQJvwZ0qkJDODBfKP7qkCejR6PrL5CQnZpD2wBJCdo1QFb4Zaq+9VKoqVbZl6gIQ4assrE9LLisnuBHBBMMDAUwJscWSBfac6GMlvYE6tTw2sQpPzdO1tZMS8o0rAEJnvoGcTtBm4ywOaBpEjabiEkTsdUt0Xo+Q/tDi+XQYH/VEkg4M4HsefheoI2SfdPZsfeCfIlsRN/+gdfg5qeNFSsNtuYkgaRoYKSDiCILoOIgxkgqtGR1Apm6UdSsZ7+9WxLkVuf4FTI6RTzMsZ7QPe/P3om8FWpS3OxxQVGBaUFQsLXY05YhGYAC/U6gqFufL5gotfcvasWf14miqi4q/D7tknnOvGbahrEIAFajc+NITxZwshyWgiwED6SwSBrPtSaP51kq7MiotnNqCXXquO7G6VqybaDCuvtOaoHVFYLlVRl5ynkb2ogNA75an6q8UZ88VjFgtQpIvYfuN/BLV/e3HAjg5oECs+4SWTGWHux1a9tcAC77ChxcI2qy6spzXzR1vK1xBuga087eZevDpaMPr+tyPOdb31KfozhzljgxESQTKQCrdBAYS0omSKSmTdxs4VcJfnn+SrBLqOBaASTFAK1i5+x7tXMHq//G6qCgMi3BYTaNRxo6xhm87q7qrFTHDbH2AzHAvxYaSOEuQoW13U3AdVnINClOUbEL1rqxxgRrFbm1wkPIZNFkga74/EhvLCxjNBLUULjB2CphjGke7njvf/0+XPv1o2Wi67PNTYKZYZ/6J6ljsawA3GrzBKqQiRuFXfcHFEZzWXMkJojta7AW6Esx1tkNL7j1duo8JNM1MlaWekHamsA7V+OWBwyLR1MbEErrxjlj81Mjm4w6DHydugnPe6Vjm1LVkiBjpbQs8c221p+P3nNw/JTIeWm6LxSRH1HVv/5Qf+CzOTIcMi7dOvVwhn6OHMdhxmdTM+EvA/j3a///AhH5ANhv80pV/dnzvUlE/jqAvw4Ak2abVQyAD/wqWiKqRCm9BR+tB7qGQZmSSrnu6EBRJYe8MzWU03EhMjsk9kda9a/0NxYqKMAA1az7XMKaaNR43OtBc6nIza8R7D2hgbs0eQ0AHNAIuPXLfhA6bckyKJu5uVeM1S5brEr+YlWa3DXApKkJAWABU5/gFismRxdYxI46bnnqqyB9rPdJs9DCEiAwEq11JSt/rkqktlpfWiDvHLR1kNWAW7/we6EbXWUwvPPnXsnr0nLqtwp0pwbEnQ5hf4As+0odA1CpsJIEyAzuC02WrBJ30aDKgbnb7sCtrLrsnekGwJKdxPkYHOIm+66Hmasq9aV3tyouW39fbgKGGZOmOCtU8MzgxnOTKJGERodsvdEYBLIiJdwvpQrfAay8VLeJ9b0kAfuPexiV7XPGO39+TMpvuP6N6I+37C+ds2oPocq69Al+SHB9qLTyHKhdAbAaETfOWdbSyOAIiwS/GCBDd8mOHQCe9W13wbcOsspwvekHWJXHLdNBgGwZa8uGes51v7cEHL0LJQ4UXlpj3pThlj0w0BmiiMyWHmW/ylU1PCwtuau9sdmqkJb8W0X4YvvO1+du1x2DG/JYFSvrYBEVLP3/AUbxFrIKJnRRyA3nMecwhRK1M5ZOl+GahNAmBJ+w0w2YBCZhnY9ofYKDIkOw23e4d28Ty77BsAzQLMBeIKMmCt0a1NZer5BeKkBxqRgKAPD294/VJrbtKNJmQGj4XJNxZDoEdt2cFd51WBP2syQtzjwAj3yirS0r9XiPos/yUMPiv7DM5pYy7mEFrANgWkAeX/ONd6I9PcABWF7ZjsKeORPAFcFNz3kd3vELrxo/QxVpo7XAPLP65wzw2jctnIGaPrpmbywA0Ct0EuCXETl7iFG7L6ThcPDUDq65cA5xp0VuWMUujLDCyCgAwrDB9TZOxcT0bN4a4EUBZf6rbQuNArMI8QrfJDRe4UThfYYqMESPlBzO7LfA0gNREPap49HOS/UUY+W/xPf2vMTpKNx4qcY6w+U53/IWtkpZCwcdgUb9nXVLzfVWpmRCjACf/dSYlfFwUAw7Ti+tm821L7kDPggkmF4MCIisr4M8KIJFq51CGxBo16C/YmL6QhmyjEBwD2gj+uV/+VI898+/hVahayB/vxMwuyfWlgAX88F4sKegnluyZbK0MCHqWNx6iHFgzZ0cG0U+jZGQuvE5IdBltrlWbIhmhVvmU3acu3VNdCPrK04BbbVqzYhTOK8QlxFChogiJcd1NjrgdAOXDKBOAnWsetc4UkbAKbfA6S8V5O7SrV3rIrA3XE83hNw6SBaEMz3bPhc9grU70OXCgJZ10BAs5JDmbwifgvFGH0nAaTzizuSSHTsAXPfi2+GtsCVZERILDsWuvbDStGVRczg+JYO3bZGPz/hHRCjAuRygXTh/vNATLJFkjEkA3elIYd/5QH0YA0zLWi/mmsXPGJ/bi3CWeDA/+bse5HefH/8DjM8KmCAirwAJof+P/ehTAJ6kqveLyNMA/BcR+XJVPXvue1X1RwD8CADsTB6jVSyxjKyAGnXPOeikqfaPqEgjbEHPpDRuNICTqnJfBHRGZgMqOFDt8tY2lqLiu67Ye261utIEPQMCyaiIX5w97Et63vHWD93GSn/wDPTacKBCUKrshQJXgl4mzCAtt1TFbQNzjUPcaisFtfvIfZfugGMGkjmsZgW6wHtYjhcgMCSWxK8G/vPO7jkpq0VFXR0dIeQc9wc1yrusErzIuNEUsU5XuGdrIItkVNDVAVglQChDf+7fv9BYn7vbm49XVs8BSQaIOWfCfR5xM9Dqb+aQvSVlFrwW1ku5KIWWmjvTPDAaOcAqrBb9NuUbwilnoBdQ9DyYWBbtEdTzLNTEIqC0bsM3HL8MiQ2ofHztS+6olVG/Hnw5V5MNyRmyUrilIneBjBSvY6WiUKG9QMGqed81kO1Lv+zVoDuj9ghrQzaFxJE9hfJVG4Jn01G+vdC7KyvqHGrl2377Dbj1T72cdM0hIW91BE7UlL2XBLmq8FnS2usIFOp66Rfn37wQLf3csT53t7afoIW67DJGxoygWpoyCRMMpm/Q7wBxKyMHY9q0DFjhABcSA1dRNE2CcwrvGMB64c+dKJaxwdnlhNXcvsFq0UAHBwwObt/DD4Bfrs0Vqw76fqyO5UlG3EwYrrw8c/fd7/wBijOuuRCUa78+qKsAYKXstTZbtyqob1XEHHgd41SqSvrWxy4diHvd190BaUfavngDa53Zhq2BYlwrjBIfBGFvQLPnDchKBEVX8fzVV2GLRGpdbU+ILVu1cuuAxsF5B2dtdsUtSUUgQupyZX0UNfmLmLoH4oWNx2mJAyRlhHmu4FehyPfbZBv2m7ZXF/ZM2fs9kBs1rRmFttYe4sdMW7MgJ0cynwI5Oj4cSw8ZBH4l1R7V9RQd9UuM7JziFFGYPpbYl0rxZR0iI9D3gN+hggq1pdABEt2YPBoQoYYvsNrtasHlqBot5z3UqPC56BFwnoYVrRIBjBX74oQkwIuuuw3BOcSNpp5jDg6608Ev44ECUBlhySSvaMykztX13K/W2rdkBFvSxCMrA2y33zN5LUKfFwkmHFhzd56gLjEeYXWdx5Wacky2Vqzt/2myDvpgrRhBhxu1dXhddFk8tTugQE4CHQKGXSbpsnRwvX32gm9wPazdc3wencUVuaFGiDpg2CYj8nKMd7375XSHsTWoqoWuCwXncS8Uq77XIeP8kEwgCAbsFbaCj5eIygYCzs5c3ABUwLnodBUXG6Q0xrqAiaOz2CcxQ4o7m5x/LXzfT7ysOpVoYMyUOz+2tjiu11BFmjXU/yogrcCAaxkBxvDgzDhV/TUR+dMAzqrqH53zu9+5BJfu8+NzeDziYIKIfAcozHiDKp92VV0BWNn37xeRjwD4EgC/elF/1B4CAPbVQ7sWaDzytLFeXld790h/YhBRKD7rYmBlAQZQF6ACILi1qm1VwE3j/0tCsV75WhfmzEHQeP7S90wS27N6+XyarT9XCiJekotS+UkJhaXBwE1sU0wVvc2dLS4l8Nrw9OpeJfRPPnFJDvPWL/tBSG9B8np7hiqp98IdsbAGShVMVgNZCTEBLSC9VYHNkUJb9rHf+gUvre0UwxUzNPfskSqvrPCWKleprCElijwmXgeYEFld3A2gqVHTEYcUwCIQSIizYJ7kHqml8m4JDGpQ0IyBS9kAxzm5BnYpqwayZFuNRKs2rcrvUAUW14VCAVSqeW3XscRspLED7Wm5GLT6SON9P/4yvODW2+2k5CDQBRwUQV27/s4E8aghQJ/tSnN0VI/3S1TV70sxXnDLmxGmHm61VlkoIE9wgB/BqeIH7uc9z2dV2DamU+IdQTU7t2InVYTLKABLyqxfRgZPYOBc7N2cvb+qU69VY7KIudto/YxDD6GAbKpN7UDs6FZTkt7VcVa9hm1F7hS6keBnA1qfEYKJFjoCBaqCIXrDeAkkBE8wYRU99pYtcnboV4GJ2cJDege3FISFzet1PQSb2xoOJmW1vzcLZBA8+R/diT/6mw9WTDnakKwUfbNrm1tf9xNWn8qxGJAbAYjCIUOyIIk7h15uPu4T2mruPvFSuulQbBWOQFBOFI3TRpAFcDomhBJ1bX0QA/QYmOdAS+Eyp1fXzA7M3f7EFKtjAW5QxOm4bqRW4Hq6kXhzxtGkI+XYC5BcTeYJkJGxcDGuJ+cOiQSFBUDaCFhtBwMPHFJnbTUmkgjHuUt7RiW7CwDachF4jwSwBdV+pkDab+CWTKL9wGDfL8VEcgG/YNLlV2Ud1rHNYA24QAa0SBUlICx4fF90+934/e/77kOf/4ONX/jR78Hzv/lOQEsbqCVjtg8U6+zCcCqJTEkwigC1VuYcQVzFSPf3l4iFef0Nb6KdcGJ8oAI69pQ4prCwqgq9ot3jHj4cn7KqD9TnTIKHn0f4Raz7zs+89fv4YeuxXGkrMABXzEbb9RliQr/lmhVGBNASPDTRPT1i1F2cNlyfkYJH7AT9FsGvaFoGwza/FhaACgFUtkoqitBn+aWm8pDb/wcH2Q1cQ6PN1yh17lETwY4nWd3FznXdmhpqMUudO4I0b6DhMoG47/oB3Pi819ecWkUgZtN+gMG0/vEZYyEN5/w8JcbGImy5nFy6VMnPzaXB1k62II7HQYaW1oKdCsHcdGIT/syCsW8YWSl51sEZS/hcscjUuiq2mRtHsN+RjZtbgoBuFY0xR0cUCr0C2rlaqCoCjQ/GZBSRfw7gKwFsishbAPw7ALep6t+8ZBfvMo4MIJ1PZfizMC5TWH1ZxyMKJojILaDg4nWqOl/7+VUATqpqEpEvBPDFAP7gov5oCYqzMhAv1OfNiXk8s3KnjTMxsOJHNm6UACoyuU5Vq57AJrBXVMkPBK3lezsOdyHkTmFUIzfSQhWIEwr7XM6hIYyIRxnrgEJka4gAY4ALsC87Clyp3mP0paYV06Xp67n1i23TTgkQR3BApPY2whmrpPEjPU2ZgFXxw6ZhH7wIirhQPX8RYHOKW57yCuikRWP9b0VTQW3DkN52SRPwkT4aJdytVZetjUZtvqledJvDuSN3YXRlENDW8JhHnFAkkf2KSpaBV9LwStKfAL8aGS7rgJUoFetL4CqJm4MrYILRpktAXwCIMrfrVFFLyKy9p7ZXZAYU6nHZwITrb3gTdOLWmCECeKLpEIHCWfJMJotbgsJL3mz36nOsY/BjbUvDTLA4cWkot9ff+CbkqTFdylri1/tYpf6M/alMMtNGC7+7hCz6yqA6sINkQIOronw3PfO1oyp1E8heECGgEBpoAQgsSCnHQjV61L9dlapLYJAPv/ZQ2dvablwBu0gHX56gsGfaSUCbsXFsge3pEgDgXYYTRVZByg7zvoGqkJFgAEM2YGG+aJGTQ155YHBAEvg9h5CECZj1qLseVLs3sKu06IyWi8bS6QjC+bmD9npJKbfnjgLMupwrAFv60A1DqMCg3x/gNEOV4orrjkPOWg4ICvH1i6svzTFe97W3mx5LmacF4JBK/9cGNfguDAUkhR9yrapJVKSO1oG587XTsz25quyw6772diwe00Ad0OwD/SZfNTltoFfLdSx1Di5607/h36lCaNYTnTsThGvkAOByUUP5PPbHW8QpWQirY1zb4ibn7XA8wU0iXJPhzNXGZa57mqktc+4zowWgygK37yGRbJiioeB6rr8FOHCxfNXKaqz04rV5C3Du9EZH705xDoS9w532xY7nf/OdBAyiJdjKY6r73doojgrqnfWWY+2g7YsAsLUmt87adx7+uP6GN0HUrp0BFiUpYyeZsue4goeke8cJEDcC3Zoy200J9mQDykYxvvb+JW565muxumbK+RnXnhMBwsrWYilUfgPbohpbQ+uaVBhpUjQZjqIfIUCc0cJw2HQV/Oq3mbQPW0VMOQFO4ZpcwgqKEKsxZAzs4rGprZkCN/eco0uBN9DAD1ZoKIdgwMEBPbACJJRkWFG1X0Sltm76gW0Wl5KZsj6ue/Ht6KyYtw4SFBAduYDqqAuwQOv6zAXMsmafgcx4s8QU6RKBCTc953Uo7B8X19oOnaOAbwU+eB5oHBDIpAnzCG0D3GJgG7K1JIvPo3W9MZBvfN7rMWw1CMtkzj0lBgGa02x7SLNQAdtwZsn4euqh4sydhs+9to6XJuNgoPnA8UwAXwFgC8B7VPX/EpGnX5IL9/nxOT8upzXkjwJ4AYArReTjAF4Nujd0AN5plPFiAXktgNeKSAQJuN+lqicf8kOcg25NGZCLQKf0ho5bHYbtYCrEUiupgG3uJZkq699alaX2UJZF0oR71n1418cB1FMwKhrX3ivY4l18gjMk8eGWDCqvF/TwEo8bn/t6uMJGUFd7/KtlW6mAZh1tsgoVz/pVRQTR2B0EFNaCdSliXUcft36hVQa9Iwig3Km0CVU3oaDLAjB5zBiDm7YdjzknLqoeQAI1NMoobIfVYOyDYgdkveeWcBVNhIL8ymAocqHYDiZCGTzBFgBoD/8YqResruCxk2brsDxOocQ4BeJmAhoFCpK/pmswCukBtSJQgtRY5jhqK4Nk87iu7hP8vs5B64mtVlJZa3WJAnoOaIUVS08bNKfWcpGAr/xbd+PX/8GlrZLVCpCDiRRKFUylMKdCczZhP2f3LnH1aBg0ibJCnCYUbUudVIVtv8p47p9/C37+33/PkY7vxue+Hrl1tiEf/F029F8yIJI5xwBow9YaydlU8SfA5gS+6L54GEBmVYmkZDAYA0eGRDX8DKQN9n03pxfo9nv0J2acE7AA1yL6ylgAqrp1CSqO2n+vHlgeo1K9OtKv44yK9XLNEm034NjGAp2P2GpXCC4jq2BvaDHkMaHwTpEV6AePYQhIg0NeBSDaXM9AM2dPeW3FySMLocx5Zw4KzjzTK8NGyEhIndS/ISamFmd0v/jiN92N3/uBSzd3X3TdbUgbVtlLFqzbPCSFXWyuWqBW6KeNCR1a0JeaIs44PqcFPAlL4Kl/92588P842nG/4JY3Q4RV1PXEtVyzNCmJMINryYoMVBZCah37srcbgpA1kTAHmqa0QlB7KCwT2r21BEqYHNek0xgJkhXDZrC2CQe/jKzGAsjT0TkptTJqxxxiaHBYXTXB7hMaDJtAfwwYdjJyp5hevY+dSY9jkwUAYJUC9lYdhuixXDbQJFDL+gugIJEMF5eKIwVZTy6ybaGyDgqoYOBB0aMosYazWKMwwHIY77uLivYM52p3Rg3UBVY7lz4pO3gfx5gHQG15AVDbdySjihnDtF84IVBZFnzP6IDxcOOF6294E/eETJCCoKgbATcnSIVxaiCNM6AmLDLnznZjIO2YG9XnUQQ/89bvoyCwAM3ZAW7i4VbJhLc5j/0ycz0N3F9ES7vFCLIV+rpb0oZTp2y5TbPDM4vUC5ZXBsSOrK/llXS2wXHuHe10QPAZXcNNPmXBqm+QsyBFK46IMlSKzsADQdjj3A3zEidYAULHew/gASzIcZ1dK67Vgx3jw7LedmfoEDHMBF/1N+/GB/7RpVtzr/36OyqYIb21uOKg6Cfb+Vxt/VOLKwAgNW60ik+KNPHwqwS3TIxDrAXthTe/Ge95+/ef+/EXNW58rrk+FbaisXoOAKLOMaYBRvepUjBR5fwLQmaDG3MP6WNtAdM2VDts7oeKftvYtqrwvRVWxa5DEKjzVZvB70e4xiFNRnePbK1LtHp90PEHAK5W1c+ISBARB2B6pAv2+fGoG5fTzeFbzvPjf3qB1/4YgB879GcEh/mTtx8oSlTFgLiZSQaaXkdwoFDUoq4BBxbYrS2OYnZGxQ+8PrxGM6KdlIytEGsq6SoCl3KtPDsTWkEWIsXWm+r6jLjVIHvB9Te8Ce9+1w8c9jKcd9z4/DfA9SbUVpTsvfWVl97tgqxXyr4CQzG1Vi5uxV6xUK06D6rIM+E8Kjvhlqe8ggj9Rgd4a1cAwFVSIfMFfw4AC2NNNOGBLRClJ7nxpLXlNQpmYQzESKCiayAroxp6ASIQBrZFSCp9YQF5SuHJYuMky8EcLSyY2pwgbU9RetBSsUv7jYs//zgVnHmyR26A1RVA6hR5lqBezXccTJytKutWDjKwV7FWDvqDX13U6km+3oJT+j0LcFGD2IG/c2vq20XVuQaOjYNbZMRMQTsi6vzXb/D/7a7iWd92F37pX7/0kLPggeOFN7+ZVLypQ1gQPEidZ5BdwKzC7IlKVB44oLZc3FNycEgTWmJCxuCzWCIdddzylT+EfGxCpXBh1csvUwUk63FYtasAIACgkwBVhV9E0g6nAXGrBLda56ZEsygF4O7fJcjWtryPju8HUOdtc3qB4di0shdqK8PauiS2xvWbrMoOG3agP3W484+bipPP6+G7CO8zZtMemy4h+IzGBBIbn5BVcKafIGWHs4sJVkNAToK4CqwCLXy1Hw37Ap9G+vfYpjNWx6pivgW6vgIE1KmBYBRfswQcIPvLpeILT9s+UWB53D1EoeVw44YX3GY2iUCYR9tLlK4MISM3viYtPCFB3GxGsMcLdTZMFb7fIqCQw5iUQs3b/YijULgLWFfO30UK5kkuLSEyBugFcFSCChAmUNk0dUpl0nshuyII/DzBxQy/olOSX9IJCarY/CR702cfZYl9uGIKSXytil2DIcMtCPzGjQbzx3YYZoLVjmDYWQNc//XFn/vqBHDvX5vjmu1dzMKAzaaHk4wgGVEdsjrMY4O9ocWZ+RSrPqDfb4F9z57xskaaYn3RPZDEZAwZCCsDctcFmbPpKK1TmUsPt11fdWXe8zWuZ6tJmcNFx6ldsYo+vV+q1eGlGNd93R0EM4HaqgngQMFFyxqqqGJuknJtfXB9RvaCfuaROloLko3CQkoRuDzKeNF1bJnRzrOiu9am5VcJbhhbGwDUuKskbblxpinjECf85wc1MNTAgJ0Gk3sWuOnZr4V2AW4RzaaV4G+YJ8BxbvtFxLDTYtj0yC3XFNfnykyoFPTWY9huMb8mYO/xgv6YIl7TA+853PkPm8Cpl+yjCQlNSDjukoGx4/VUBXYXEwx9QNwP8Pum0bEoVqyoxYd10AtAZcXw+/JvvMblmq4LlpZ/9cPXCmvq6PZUtBrcAHSnItopJ/3zv/lO/Lcfe/gtZte9+HZrweQ9FqNhlITd9ebUlpSir4HsZTRCkmlLhm2xdS9MMNEG3emMsMoVRDnquOnZr0V1hhAx0cVxrpYcQ0UgwSGv5RlVHHdvQJw1yB3Z1n7IlYEh2o1tERaDOFt3F49jkSE1fA7DIsHvR2onKIAMNGdXkGXPZ3tFsXbZmiBukCm79ziHNAX6HUXazMCPXvBUVwA+KCJvBfAYAO8C8J+OfuUe2ZHVIZ1PNOWzMGoL6aNofDbdHB72qG0J9eEzwKCIWyWtbQcHrPYK8l4298ygXy34L73ZdREq6ODa5gRVoIHRrWG92WsMA6swraO7uXFjL2JZ8ATchAKVWW987usPKNsfdUhJfg3BFNjiFO1rOa+1tga+0dgBhTZVbKLKuleCdEtMJ/eucOPzXn/AIu+ij7FYgJV+eKes/EdzmEiZYMGar3IdiSJ3yKkG7QimVuVJhT9vP/hiCUw6KhC3HnJ2n+8ZBuCKbaskRGt9iJD91fjZRdCzDUhTjyLmeaT1RzGKJJX3W28iem8MBHNWSMKKwcBky/clEGDS4Vc27603rlYQCogAIFu/73rFqWzC1RNa1xi8LCiN7TtJKCA1mD+xKlJDJwXJCn+J9IlUuJn7Za76B/V3pfpVzkvUrCx1rCyAxywpQ2XURskBEG/sCgMAp59Z4YYX3Fb1CC5m3PTs10IsKXR9rmreldmU7dnLIBiwJiZ3oB1G2D7kFwFp1pg6t6clq1oQ1nmE3YNNxoVNpMgIZ5YoPZ3q3AFrswN9zU4oCBYEqx2jdpsFo0QcfgjgQoKIsvKVHFRpcwewdSGaU0jKdA2JKw8dqGDvFg4yCMKc8zvMDRDLeEBPddWgUCZklT2jZNuo4/wvcz0ssj1bUn/WGtBUxAPdAGgAwlyRg+Bpf+1uvP+fXIJKmSVbbkh1T0EGA9wI+Fz0PLhXVFVxkVpZLaMwE0ol2hujJiy4ZnSnDn94L7jlzRVMlCGTvl/A8LIeZKueV5qwnVriMxUKiWbF4D17QbIEIXfWSgjAz2nhd9NzXsd9eFC0Z3hzw8l95Flr1yejvWe37sVk3vDvxZ0Jlida9FsOixOC/jiQJub+0SrQHa7K7XzGtCMylSFYpoCsgj57nFlO0SeP/WWLOHikBVXrZRgTKZfBdpsl6dsF1KU1IK+hX2llitXEK+LAva0aN8amYX+61vW7ahCoo5ir2hrWyCjsqQK3ynjBLW/Gz7ztaNXS9SHGmoC3OVeAjAoeuPq6wiIhsuSMtbKWwAvnb5xyvqoHYuC82/jUgOtvfBPe/c7DFU0OxFJr8UAViyt7GWxu2zpZYhwWfgANHsHU/dOE8Vi0easC7D9hho2PswM3zUIV9At7A9IkYPLpOeJWy2QsKdqzEWGRyNAQPte5pY14mngsrmowv1owbAGLJ0T42YCNjSNslp5aMqqo661GQT8E5Cyjy8J+gIuCdi4H2moAjCzFVQETjK1YYgZFXQdG61M5AH7Wr1bZhsW+kqRq1BRnFL8qwDYZKWV/TK1U942HO0rLXtFzIbPLNGpUUJSGJSUo/MhqtHbZdbZFmtCJRAOvT5wJIM6uWcbk0wvc9MzX4h2//EMXfXw3PfO1AKjP4lZkOgjAfWFIVdR7bMcwZkIRmS7zuI9oTJwxd8FEjs3W1vRswv44r2RIyG2AX2R4AP/tHd+PG5//BoKWqwFuoJOY21+Z2GOuhTkYC2L3iQ2GTVt3O0U8FuEefM39CfsHAG8F8CFV/a2LvlifH4/q8agGE4CComttGZCa/I9AAgAUsZOxp3itQlSo0+tJdUXmdUwIyu+VVRxkwOUB2gZWnXxJKoDSl8ZgGCO660YApKgcS9bqnvBgAieHGWLKv7V/TKkAD1eSynGDoIbgWha5dp4F3QVg1GxYkOvoF69HK5NJXEt2SjtB31tya4vaWjIEZ6Ka5f25XGQbOQN7K6hmSLF2bFsgBEAc3voHd1I9fyH8nI52kbd+wUsJSARfLR+R4sjUMGBCJw3Ue+SNtt5D1/M16g//GAkw0pb3AbhRrR0YqwiVdbAivVlS6dck8i/JfL2TjqwCCz4BQIUMEnFrzJn6Gn4GtUT4XKiXsRXIerbVW//2emKRiXSvdhjkdmcTrvu6O/Den3yYlTILDlkJPSeZcfasJ3u4dG0TLkJcjgCdOql91aSgUoNiOXU1YHKxfdBDudAozAGfEySNoJVaVcF5ob1nSYJLu836c1UomDHDx8wgftKsKaIzGX77r/4wAODWJ/4doFHIfAWddXj7+1+DW7/0B6Bd4LPkM9xKjE2l1lNpa4tRO+NkVK1eb485ysjFWjQ67M4bWi+aoCJPkeJeOjhIdPD7DmGf4EGzj1HHIxEUA0oVt8zHslaec+3F5n0BZYU2dEwwCkhWqsIMxujWQtC2sQmlBtTFKefCs779LvzSv3qYzBpZW1edXWinYyucAchFQ6G0NVShOGOTpM50dGyJLDaEqQVyy3l8lEpZ1crACDaqBytaBbR1wvlSkwl7byCYiiGPoMMqUZW8JLhhrKTHTaPdOtoPh73hIBhcEr+kwN6cv+s69ik79iinmcdqh/vMsDW2KgIAEpg8HWJkFezuT7C/6AiEqbkuqPWTA5zTWYCBLWVu5eAXMlZzTXumtN0UtkzZx4OBYWVu1i2qbLcFtAFfX+z+SpKeW1dZTH6ZUNxWXK/GDKNehAxaBdQu6UiKPKH4r+/rodSWEufA9pf14oyQkl1A1dQWK23OWz4YvAb9UZ10DMCox2N94JARDHPWWiBiiVpcA1dhr/Ue0ni4xsH1zp7TUPfesMh4xy8yWXzBLW8+cAjves/LcfMzXlMtnZsFbR/d2QV71bsW6fiMbLoZWyDilC0qbPkQZGubOfz5A6vyPgVy9NRQ6gl4ce0XhCVf6+KaRkdpEyuSDXGNlRjHNXZk9NkaWZNtGYsQdh2zX2sfFkCcjgy4vBYrZFRgp7QThwVji+u+9na896e+7/DXYm2kVtDsG/gWDBxds51V54AAOo4UdmAFRVDPy5lIKv+O6UwIBbBFgUZoKXvoYXNULFkvoGzVRyoxZ9EEMwcbtg6xX7e4PCBnSC8Wxzv4hatrpYsZuQv46feyMHLLU18FCQ7N2RWGbcboaeoR9qiXgIGAQmnb1Y2OhT2LS7JZvsZuLQaL7kELZ6r6rw5/gT4//kcZj2owQbKiOUM0TkxZt4IE59Cuzoeujur89jBbBb8ERQrHINmo9zXxLYKF3lofXIazCn8JFHPjAQ9kYZ9W8iWpt8MxlVQNQiAhCLLwYb3x+fSKXfc7PvS1sdaGWrEVGZ0JyoKFg6ACD8xWOevBkhU1A1zOVdgue9KFxSoqhx23fuH31iRdALYQ5Aw4jypwaBsP9QmsvaHYe5bFtgAlKVcgQoDx3q9WQNsgb81w6xd+L/TEFvTENoA1b/jCwOiace4MEYVWri0dJHRCy8bS0sDKdLIg8ghWbQYUhBWge7ahrzEEYBRZWi9x0y9VrJFCq9abWQA0snJcT1pmERZKcCSclGuKtUBBMdrW6VqSUeam/RxZ6e9uAYUGAgyz+1IVZ/TLfKSq07mjqIYDsHkAqAEJtZXAzhcwYMmh9kjWNohB4ZVV+9QK+i1Wy/yKCe1he64B8DONjl5EK4t9KoDaZlB1D7yHTqTOSSo1j5lgqc5Chf2egZNAjHFw4/Nej/DJk5z/1oL0tl9fC3ITgYMKqCgBB2fBiQOQnCC1zvzgGVSqH9sHDj2iQM4wsHUWyOZGD8xfN1gv7pJJ2IF2nIHz2Q9aq2X1WnqzOGuKfoAlzpnZiHoggnOv3dN6DcooIoK+J7MlN850ahTOC3J0VuXlc+V7zoMwzw87uJUC5lmFTPqyJwDFOi9NfAWXi2UdgAM6FpU9UIL7xjQpJrx+R2FCvei62yAmuFUA92ysHskjiGkt7/w+jGBHbgGowi8PKv3X7K4A7I5/oIAKfm/F98WMt33wdTyWa9+AcGrOZ6PxED/ur9JHpO1J/bvrui/F076I4eXmkHvP4NDfO6V2iVdzWbEkone1nYwMMEHY5zMSLCkjAwYj23EN7CyJlOsPggiFncD/mJaJzfX197vKJMK4r9l7im4EK7Cl3c4DUdHvBDowAA+LNj5aVxcgQGjjqoDD6GCgas9lM7Z9cD4JNOc1MBpwgWCda8aE9ihi0y+67jaC78YczQV4g0A011hqvRikjedaWhimB+I9VPBBnSLsJ9orTsk2eMEtb+az10jdA9/xC6/iH858KDU4MlmTFSIWA6QfDPxhqxO1P/jMQIH2PtqP5u4IYXcS5JNdXRecaScVoU+/AoU/V1zfS9xQ3RWA8b2DHoghipYL56LUdpeq11Jw2qJF4UZAuqzdcSIVrEjWW58DIE6qbkIVrlwDzq578e147389+ppbtDhcohhosSYt7AgKntt9TwbmNmSPFGCdQp7WihMEORO07RuuZX5FNuYBfbRDDBVhq5vqgbibeUSuCbykRFbF+vl1DaTJcCImEK58jTPADKhghSwjbv6qV/NvxQxnrNr3GDjWnGJPS3lGKWrtoZ3FuN6zoGnH6FeKxnPt15VAkj+/7a8NEXk3HgTeVNUXHvbaPZKDS++lRmePNvRz5DgOMx7dYELMCPfPx4SybCalr36tIlQ3E+dQvKbHxHTtxmU9mCCLmEWT0d5jrr7wABdLxAjkdWq9g7iM7M19IIwLdUFqy8aWPbjp2XHm1qHfbkYU+IhDnatWRAcvmtQFQWJZyDKvWcpM3AvlqSQ9KdQqp0RFnhL0cAMIVqQjHGthHURTsC3HAV/dFAgqYBQ/LAmZKl/jQep90YFo2/E8VIHcQWcd0lYLd2YfufXI7Tno8sSYFcEjbU7gVsN47W3BlzSQymnzyvWJNlK7CyAmaHv4SoNkoN1jUhUWo6ikuvVo/mAw6hIewLgZ6aaofauSM/wiVxtCmTbI0SFurD0P0Irgp5afk71Du8u5naau9seKaSqU56IEnn4w2zRxiBO+3/eCa7/+DrzvJ47GUBg2HIoNZWkjIfvDEWCwSntlEhVNAgAipQLimCiucu09y4HK18O2ojspaObA8gqHyclDlniLGOhQ6IhMEEuCQOEnjEyfdWDTOeQZxZAq8DEkVLtLO5fszP50/XOb5gAIAQB51lF8qbF2jvKcbE0Q7t0FBrZNQBtAW5QqXpjrSA89wqPrBmD2cVcBPW/ic+Wg1ymzBBS0anqQDbGWlFlQWoLN0mNbFLhzUwCv8YqoZ1KTWs5RByZxkszHPptIoAE+Rc/CLTOgQJrQyk2dwCdFv+XRH/NwveJ5f/ZO/Nx/OlpSVh08ivWalwNEs9yYbkAuNrP2PiEbI5vjR7aKUJwWpXZg2FSk7Qh/NqDZE/Q7RznA8flNrbeg0ph0+eAzXqp2ansUz836kovOir2uJHM1eclae+PzrK2soTL64y364y2mf7xHdfLNaQUn3O4SQYylIwLJnsDRriAvUNfEA85LFzncAEw/5au1LrA2T4uIrQFeYckEwvdqIJiO57cOXjViImUYLf9s/aruTyZumz3ve2FyMNnMoOjlyORA52qLpiSFXxNGLOuMXxLk704r4tQfrdVubQwbHu1uolvEQpHWtrRqY2qsoXr9gQOivWnq2DIQ+LwO22TTuAFo9ng9+g2Hdv/wtBoVxloUPPR1n3Qj+YDPTwHM28KWyHagUjW0autfsc4Fk9FcBFxtuEHh9w72geUp4wf1dAWpmnRdA7e3gCwjLU6V96WZK9q9jH7TIZ6mNfGwcbh5C/A8J/e4es6uL8AAUAoTbrC5mkfmQdVIAng9Ehla6wwlgkOcQKnlvSuAZ2Hd8LVja4Dvx/dTa0AMoMSBjaswG/keQEXNapxORbl1+JpvvBM/+5+PtuZKJlNW9KBLWv38xjGE8K6yfIqAaCkIFAB7FEunRkUO/L7ZZ1vX3hMabH78cAi8rml8sQXGM+4u8UOJExyqcwRfzLhOMuM5giDdCIitv6bkI5W2A+YU58T+edLALQfkSQNMW0jP2EMWPCdJiQzJhqxO31sBC2yL9Ktxj7vAuPQ+y58fj5rxqAYToArZ3UcV3StfnWNSDKDYRQJEz5ETxDuK7KlUWhTAQEq9W6sE2EOa+X3tny89+eVhXvQUBwQf/owOYRURtztks3djlcc2mQkVrlWlVofUCZyhxnHmjkRjLePmp70aeaOFjxEYEm3kALhVhhZv5uCQ21BpWFirqFIrItVFSRuPuNWRfmvKxblhEhqWwPsOW83LCYCnxV1wyBO6cEgmnUu9r765B5KxtXtck7FCIxcBPI8Vbai2j/0VE5z9Ey3iV89wzS/tIez1WD5mhq/5xju5wX3xCYT9CBfVaGAC3eiQpnSTaD91ltfuzD5pk3lKdsbEQ3IHN+8hq350w7jI4XvF5sf60TKuZ1BZBECLsF65BmLKvGkSKgW+BKolMSwV0CJG6M7MgZTg27YCZnnW1msTt1pTZQ8Iq4xh5jBsOAonucLOUeSJQ3smjsHJmu6IW0SsrpoQBNt06M70I4XvCKPdTXwWrKoMN4J+qTMBuwkrSGSGFHr4WrU/KYAEr4o0aRnwTKi0vrpK0e8wGdv5fRzazUFFartPqTaXBDpb1dl5Vsal9fB7K/ZMr7VUiWZIjmNQsF41yxbsxVyT9fjYKxDuPQvdnEC7puqqpK0WbqDmSO44L1bHG6ROcOze3XrMufUM/vYyfE9A0K/ywbauQwy/Ak78jglAWlLpVxl+EUchKQOAWLE25kgJ6GQEIPM0HNCugRNM7D6niUecMeCLM/Y1uzRWxoYNQewcwkprgKumixH2UxW5TRN/gOIPMMiUSPB2cv+AOPXod45uXXfDC27DsN1Q4GpBFleahlHjIhB8cauMbNaL2YLs3EhdT7O5b6SO86rfBnKnyMcHfMUXfgK/+5mr0a88ut+bHO4AjYY+7kMgW87JQcE9e8a9iemJIyPMRVLya4JsWhbsO1fT/BiBuzgRPPXv3o3H9NE0ZgKufckd3O+CwPeK/uqZgSsTCjpaVXznw+PcVUewKg3A5KRWMMENeuB+XsxozyY84V37gK0lcLDEFGN1dg2g8H0m00DXKry2VvtlrC1FanbUqxNtpX8PMxPls/YwGTKauY4Jjafn++LqllTtOX+evSCYiKioIm56xE3PFs4MhP2BdpzTgMU1DVyvmJw8KsWI4/ob3gScaIzmb3tH68a1zRhuZFPI2Ban1Bxxtj9nz755KJNSiYA0FG5bnQCmn+Ia/Av/9nBrrsQM7TyWV7W1paEkrNFYRn6payDXyB7MhVoeM39X1p2JsSytsFKYQQWUyQZUqg/wq1Qr6MMWUZbcCFXyAaRrJphf7aH+GK7++dP8WevQb3ssrnSAAjt/OHBtmJNm/t8PeY9cD2x+Qk0LxtyZDDwoLD7q9ZhrWJ9GzY41aj2dhAIr2UaXr+dvDI7cBToVtQ7DVqixhXrqJvWbrrKmUkOnBt+zvUUynUbCEhhmPPZmoWaNmqEOWF5B5kYzF0zuG6gLcsRBC0MHlzLvtQFwxRWliPlqS9cCXqdRNymZo03qzMHGGHRxg/M2TzPiWY9hU3DFhzLe847D6ZNUgNl75IbMFAgQ9iPyNFQQdr39ubKchsT7uD8YG9IKbapVALW2i9V9xqPfaTD9xB7f0wbqPMVcsQYZMtkZ00CR6qtnmHxqvx5z7jz6TWorHf9wj2kj9biHjQujlqr6a4e6OJ9jI8N9zggfps8zEz4LIwQUcTzENLIMLFEV6/fX1vM1FQkcq8zjA0/WggzZ+q/N8xoZiAp0VPknDd4S3JJEpmwWLQ6ujyZ+EuHMJztNmloh85lJSWocVb+NhgwAwyYXi6NOpZue/VrkjXZcZIZo1OkRkV8XrdM1YIR9u6SFux7WJwtSUYsQX5+h4mo1an7V4QPwt/7R3bj1i14GDAoECnGp80iTBhI9g3zfjhvhahirao3dx5gJ8CzY5qLTtv4uN6wUD1sNhk2P1DHA/ejXbuLxP7PCMHO10uSXrOZr4xB2ewaGRo1WAeKJTQDAO/8b1aRv/qpX14VdG488beD6YWRTXOSQIaG9b388J6AyRtQ5MiK8mGK6AQHW+10SMme9+GWTLCyatNHC7xvA1Q/AfMHKtndwe6sqIun6DHGCZkEV6gZ5rKqZoBTAzyu0QJcUiDB17IThWFd/N713qNZYRxnX3/AmqAVxMmSCYG6sfBbBLFGgPdVXhgKDXl+T49wwUEwmkkVLMsXiSoFuRURLet7/I4dnT6jdA14XPZCAZG8Vcks8JGY+O1YNq8yoPFaGSsuRJCXDqTCnbE9Lmw1S67B4zNXY/L1TiBsN0sTj2q+/A41pNBSdhTj1tXVj/ievqMdZaKQ3Pv8NrIzavJFVMurk4UZp1xIFPdqHbAEs10Up7KesZPr0EdInzjtnApNFSErAJLtPZBa03kTnmMSFOf3VWdnl5/fbDNDVAe0e59uw4Wo1eLUtpq5vyZzdnzT1xlTIiBOHsJ/g5/ysuOEPVDkPO/rjLXIQNHsRycTX2tOrek5ARm6sN1vWkhazYOVaVxIzBrW5ozjlcgs4dtUejnULeJ/hZxm/85qXH+r4fvp9r8AN178RxZYyiUNYjXO2JMwSFX4xENCYBq6Ly0whvmyVdGs10uAg+2QhiBfEmSVX1lKUA/DJFx4DAFzxISa8NXAWO/c8PkOpY1K9+4VbAICf/w9j0nndi2/H8kRgpTsajf6wLXYK+P0euQ0IkU49DWD3iOeaO18ZLRReS1UzCLBK4zprMCncMCAFh+bMwF5+L1XcU72gmReBPs7DsLtC2uyQG/bUl8RQHdAsuO5SO4EVUzeY3WZUxE3acQ6bHpKokF8FaY8wXnDLm+EANPsJ3b1LWnB2ZINkhVVKtVanxwsxslAqg8zmbames2rNpLPZFcRNIG4e/hjf+XOvxHUvvh21JWe98i1As58rXR0G0kHAOMEA9zC3NctaWktc52M2sESQM4GxHEpbnMfWH/dk4yTFC29+c40vRXnt08RhccIjzsi+uOc5xwCgWh8+69vvQphz/4y2LzQn54e+Bi4qJqdydRwoe4w3d4/yLBR9ArLlBEUoWBJ1fJAUbj6sUe4NiNAC8Cok8PW55Ropudi9KhZXUE+j3SU7rDuTKhAXlkqNDNPh6o8Jmn1gANlpvVHoqZWjaHZTdSU6ynj2X3gLfOQ1GKbmgmPXhRbWDlhyb8pekDtHUA5gHL4cBSGhADoCuauOwK4GRXNiiTyfIU7lwHp00fetTxU8Z67RIU1ddf1xfToAJECNkTSwoOD6CDS+FhtkSMhdc6CoU1ibeRqw//gOUGD/scdw5S/dT0ZD8AdbQr0QFFvTG4nHJlVktdhffs033FHXIt7ffEDk+dwhIn+AA7wUrgqq+gUi8v9X1T9z6Av4+fGoGY9+MEEt0Xfe1PytQh1IFdTOREVKq4MlbjIkSF824ZLMWVIwDSi0Pg1gUGrfr1stlmporSJ7z/6o1UCac7Y+J8cqWBHZykBd6GvrgCljF0FJ1x++anjTs19rSYtRvuxaiCm3HqjyVwtFLjAqpT/QAU6pqF1EHIseRcckPU4Fe4/ntdr45NGqm+iNWmWMAwns6wdQq5pi1poHwqQMtpuU3nNLIGmpx2pTSSTTlPOh3VXoHpF9AJjcN9Rqj1+ymip9QnXxWBlC3zKwzI3DC296M7rP7BnwseZAAVRg6rBDztAaTZqGrRKTwI0iyLi5r3dQlKANQNUMcKAfclMSrBEs064h8ND3fG9hgpj1ZS5+8QYSSBwrMmEeD3yuFhEh3jSIyqi3oIpmnhH2hoeiwV1wvOCWNwOmYC8DgRUXzcu7ZeV22HA1iYgbAd5LBT2kAH4YUXrnbT6Dfef9ccVTvvDjeOLGqSMdYxliAag6MVV8ztlKA8ywyg8BLxUhw6f8znoVAVDHBOD9MoAKIKCUO4+4EYCs2PgYgafm/n3o1VtwQ6rHUYBINyiClCoVq+7NLu/jrV/4vQgA4mOOjQykoqFy2GFJpxrlOG2ZRWZs0ZyNo6YFQGtT5wATp2U1uOVzZdUVVtZMsDIrYDoXzqx7XZ8R5hFp4tFv+YOikRa4tnsZw4x9u8Gq1r7PIy2/9MM2tLNVByyuCpicTgh7QLMbazB1mPH8b76TCUx7sEIUFgmyMtpo59mSoUywSs82A0fY8QmdXaSAZwox4bq0FfGnTnwGXzi7D1/8Jffg3/3u0w5/z8C5WSrnZbB6vsbqMVAZEUzEhrwGthOwgrBqP4oUg98rgQVS5QEsgc1PDJh8ch952mB1VcfqpKDeN4Dgjl9luMGh3/JwSZEawTO/4y5sfWzFa2VAUG5ldEA4LJbgBHkSatEArWew7wiEqSWTbjW2cwBg77EqBcq8p46OWoGiCyxYCI+n2e3JXpp45OBrO0jVVEn8O+HMEuFkQnN2yiqwVSnV6NaSWelNnYxaNx3dSlxUNPtmpekpJHrAKeYixwtuvZ37gO0xaRZszzMxzYH3AQbAwealz7RbVTXxU5Q5XGIhnmu/I4hbGbodoU8ybasPHQFNgAFHiqpBkhtq9KhjkqgOyIKq5VAp76aJwWPKkCUAmMYQuGc6tXXC5rmLGd2ZjGZPKiPDW1uU6xPXLQHV9BPvhTqHOGNrUm6AP/VDd2PnD7gvdqcHxIlH7hwiALd5eNFqUaA7OXCu2PlCxJ6bDD8fAKHVbA6Ott1dER92FXhwA7VkKqA8MO5BIO2/MMhyy5i1OHnQUjlhmhSioQZlFcTYT0gd9+fuNIHE7jQBnjgRds6a7ojvR2BSjjBvAeCZ33EXl1EH9NseqUF1BBp/7hACk+DcSN0Dhqkjq2OZEfYjJJKd5BKFb9ULhp0MPTbgyVfdj3ji6PHCAaHxDPhlhDqyCP0iHmCVqB/3D7G9MreB+7QxdjkfM1y0AqDFX2mzQb8dKvh4/ENzAjfzHnlSCnYOadYgTcIBIKG0lZaiEADccP0bMTyuQ5jnqi3hl+mhWKdPf5DffeuRL+Lnx6NiPLrBBBH2yZcFqQSwJWn2AllFbvqW6Jffr1eBS6X+QN+hVXkLVVayt0XWI088VYP7yI0qoFKS4YXJGlA9WyEKlzMwMKHwVWzJ18pVoRGRvp354B5i3Pjc10NEEM1mrtnta6VeVgN32pSZ1IgY2ukQZ6Tz+0Vp6dDx/BtXkw3JDF7iLCBOhcEigF/9py891HHWEQJ0ewaZryDLgQrLFmhr8CitH1KCuERxLknnQUatoittoIaCMkBuzwyAAmHOAEksfsheEPYSE7I8Vi5z6wF1tuBbX/w6AhwcZJmrSI5bDVZ9PsJjVHJuEQIJ5n9MFNjaXITVQQCjXgCAorxOrZBSmbe2hFLtE1LcfB8BtOMxJnP1EIqNSXBIU14fKCpTA2BVLjeOnsXLCO18Rce14fMU9gf4hViANaq5X+x45l+6C+1uhkysatFnA8IYrPnS39mOrAQAiGZH52Ss0iAAskpww1ATV6hHs+8g2aE97XHr1b+F501///D3y0bRA/ArVnkkJSwft4mwFyvAAAHBOJ9pR1WrNQKURM2GlHYisTUrKVwyhkLj4OepVoF1o0OaNVUbg1Wy4uIhyJZ4uD6Toj0waHvRtW9AMzGmT+2bd1SOPuoOYEJXKkzOU2v3QC2hCFKp2ToNa5a5BPpq4q7FCcCjWvRWQarMwMcBqfOIM2vXQGYrmCmRqwBhTxn4mLiUNg4yj3AG2ObGMyFSVh2py1CCOEGzO4ztKxc5nvVtd6GxYCw3gn5TMP2MVZgEdR+IE480cWh3YwURtBsFPAGr2PeoVGv2Mpu42m7AVljh63c+gKe1LX74K378SLdMHdkD60l4mTu84PWF0ICRFeWkXuei21IrY2vASBlhoazGRyYgabtD6jyCVei1seRvUhIWijd6AVqh+GYzaHVvkJTRns1YXRHgV4p2N9eWi0OdvxfErdaSS6nXxA3ZeuxRK89+Huuerl1T11g1tkBVPQ8Obk3QzXtz+cljG4aKwCnbgCj+6aC+I+CYMyQLmrM9NDjTPzAnGiMFFDZH9lKf+VINLiDOOnviYsa1L7kDEuzX0j8AAQAASURBVEax0/YsGZJhHqEOiBsEtXMQ+KFUvhXDhjcmFMa+fCkgNs/Xm9tQs2cOA9MBL/6Tvw0AuPub/93hbpoNidRG8UsyRfpjHYatQF2c1pgGNhedrX28vwaUpzwmbomFpDLvtfEQUYgbEz/1Dg5kKagAfpHgFhHwUv9OKC1UjgK0tAc1+ryxIdvdiPk1LUUIA+C8A3B4V4Aq1NnzPCRaK0w0tX8rWrmWVWjNAp0GVp0n1vPeEaBtzgqKI5EYE64INvtlrABuZdMo14FhMyB1Ds2+XV8ZQWU3GJNzw2N2T0TqpIIeOYwaC+pZjPJL2HN/uHn7zL90FwD+vQIQpA7A2hwUBVKwNT4r4rS0DfM5coOi2Yu1MCO2BkpS+CUZJn7hELcF3/K4X8HTJh+1T3/Loe9b0SgrIA/1TpKBOnFcN+0+FKvTArQX3SvdaHm/TExYEu3LSWeiNk97JqI9G/l8NmwfztMAt4rIISBtBLaubPqqadPuJi7fYm3B2x7P+ra7sOGFrCdgjUU3AqwXGHcC+Ieq+v7x9OVvAPjHqnr28BfvkR1ZBenhis9copE/R47jMONRDybkWcdKdW8tDoX2G5gka1dUSk2JtCjSF7S/oIbmJwvNFXkWq4AA48MNo3+mKdCcUWjw9tkwO6I80pkn7cgASCMEWKjXhTIkqaDsqAlAVbO/iHHj814PbRxScNWLuiCicbuF3xc4E1khxS9BnUecBS4UWUZBtnVBu8K8UAWUPXV+ldCdsY2nVzzzL92FX/4XhwMUbvnyVwCbE96PSVOPK200xtTI9SvKhqNKIKSwAIofb85A0zBZLkBCn4A+1cXZB4EkUyEfMryhugBoQVYV1q1yaFV7v2SP4+hzr8gbHdsgluP1RHOUXmuxFh1XBTgLPZ89075WErlpC0EvCyolA3nItXcZIG04N24MmizpZ1Xcwy3peKFgAAWhyrBvnVWoiNpDPYNLYUAQFoluJTEbUs7NDJ0Hsodbxuogcdigthy3UwZ9aeIQ5pmbb+vg+8yNXwSrnUD0PvH6qRd4LwiLBO083GB9n0kraOIAhAWf7a2POrz5527FzlV72J93+MiTjnDXimBd0qrrIUNmb6miJhG1N93eVxO2dUpyUqva25pl9wTqjOEU4XpLYIw+TVHDzM827RDJpPDHiVWslK4FYX8MVvKsHdche3Y0MCE/9HC0jSoJzTBlr7REYNh0BigA0rBq6BcZrk8jxb0kcgbMFDs8GZgkapAa3KaJqwAJqakZk3t7pEnAsBXQb5EdtNomGBvmWtXI0yRUmqmkbECZR76iqYJb/abDZMX2nsOodT/nW9/CXDMIlscd+h1WJNVzDc6dQxCrPiVFzkzEAFTRugKOaQGR41ihUkfKvx8E6eOCd/zWl+E3H/dYpOwA/CB++ZbbDnXLrnvx7RBHAbji4hHmqbKLVMD1JSucW1N4X2MalZ7suj9lgplizKUwz3UNDfNYbTlT5+u81I7ASuwcjyUqwlyqurxfZvjlCKiQKCtAzpjcH7m/mQVhEY272KHOvNntHMJagphNsK+2B1rlV1uHXBhzFg8UTRNtDQBTYLTK47Nb7ekUNskNNJoPiDsdmNgwgXBLAtsZIOtNALcisl6q7IW1k1rBMA10QskKB63rwMWOZ/+FtwBbpKvHKZNfP4yix5LJTFsdb5jYFMq4Pa9FnJFWs+Xi8P6KrU8+kwo/+6RgtdzAT/kvw+rMBP/5A7fjj77zcBpLL7ruNup2GDsgTUIF+EtCeUBM1uY0VCsYPYKZOADAk73JtcDZfgoAubGCk1dzFMmj0v16yyhgTBG+r9mn3kn2BFVS6wiuKBCDiasepS9b2LpQnFjcigCJ2F6nXUNQYE1tvwgkJ7MQHTYAF62IoHSykFBajPi+uNnV1iuyB7QCXbnlPfCrXFsth81gLkLcv92gLDAsCYyRscV9KU65b7S7inaZamx9mFGcgOKEgFY5VjIR+Bz4gc/J4oQgB492z0RQhxGsZSuPMRhjBsQh21zuzmZMP+3Qr1r8s8c/F+/Z+p/w4VNX45ePEC9ocBWUza3AL7WybPjhbiyGJoXACgclJjCA25W2XtUqrOhUgR7IhWlg7GJJ1ha60YzAhN2r1FAANAdBnACLEwHNnqLdVTR7iWs4gNTwGMTaRNQX9t2D7pE3AXiGiLxFVf+F/ey7APzjw1+5z49H23iUgwlgohRaaDDKlIzMgCzCSpcvqJ9VgryrgnZE+S3B9q4G69kWWSYFVp3NShV/q9gmo0zCFiYJDJqkWNCsAwZiSV9e28iM+qTequElEHGj48JDjZue/VrAO9KNJ45+1CWRXnO1yNMG7uSS12OLXsiipnAuUhdXpwoRBYY8bpq2UOWm0KlZPVwev/jgu4xb/9TLuYCaLkAdOdd1SlIevXULcmvXS1KqG7l6gZQp7FADqnXFW8kZfj/CFRtAC0zLNU6dp65Ca0ltpOgSAGx9NNHGqVTirBJUExTz/tXJEfyH1wISbQNy460SxI0/Bzng265l0/Q2JwEkDSY4lO28XU2K6vyxxEXbUBlqFPfLEE/E3K8yFe4HRTsUNwfSMv0ykyHgpQa9EqMBZayMkE1yuHkLAM/4y3cBDlgeo+gjALS7Y4UDwqqubnETLNetOAPkRiCtIIr1+DYOIdOGDolsCgIgdDVo5orpHzc4G2Y4cdXugxzZA8fNT/9hE/f0vOfBAUWPdZkOUGtLm0OhcssBjQQ7DfO/VgkHqrpYF97MAJxlm7ZWlNYoWKVFEnUr4obN4cYSpgy4wVUr0+7eiNx6hJP71c1G20DW0iGHgslTCebodjNSXuvrShXVqP65LYEbavKaAwNMPwhc72rlTb3jOmTrsQZB2CcjY9hqq4hhu5eRTMAQyoBVLLDNjSButKwqJq5pYXeFNPGYX8X57hywOhZQrFUvdoi1J+w9wVdWRrMH9McIcKgAE9tvmjMrhF2H/hiPG9AKEpYktCZEiRU/2neybWN2j6LfafEpfwxf++W/dej7dd3X3cF1IQiavVwTB4DzpYBf2Vuw6HQE3IHRweDc4H9tHVaxpM6qmqU/WwykzhYgp1YQp3R/iVMGvp2M82jjUxFxRgCqiqxa66BfOEjyKLaWesjtR8BEQluBS4IIyyOtT35dDV0G25+c1rYa15dWHHu2DVhMk8D1ShV+0KoHEWesBIeFAlOHyX2KdHxSAcXi4JA6j2Z3gN9bocuKOGP8ok65/UZ+jTM6juSW1zq3Zk9ov7+Y8ZxvfQs0CJZX0CY3B7aksG/cYXVFwOzTbNUgwGPPqwOKaJ1fWbXX5m0RBayWgVKqnhnZO0gU7D6+xfTY4nA3DCyU4DwV0dK6BBFjqeiB+eDsWSogJJxAswFC9Tln/EdmqrlEFZcD693xBhYVEKNYD5b2CsCATADN3Kj7iXthd4aaCgCvb7EWPdJQoApeJiBusvAS9gazr7bYp7TqludD+LkEKFEduFIpILRkpmQDh4sQIWCvj/yZX1n7U1IWGOaM0dpTPXLnCbYEXwUQgYxmL1PvZlAMm9SkWW3DWrp4T5tz3cYeZDz9r96FIIJhYzxOdcDiajvWHpAs2DtuopwrGKMHaFY2f2EABDLKhHEGkjZnCVbm1mF6v8D3go9/8gQ2/kSPp1/9x4e6XTc/7dUo7gwUTo1Ikxbvefv348bnvd7AHGurjUSVtQ1VFLEwBwDUOZMtwXe9sRkLCJHH+06ml+U8Hii6Y6VVxQMYzIrF98DyBPet1Q7Xqjjl3wlzhd+358qKGDKsAXbnH/cAeCGAfyMizwTwt3EkyOjz49E4HtVgQk2akkKCg2ZWXHPrx57motwapCrml985NfqbWSiqc0xWk0K22NdWfp4LKpwSZEVl1Np73rj6VRKrMdo4IBMV5MM8VipqUALQXUGANKVgIwXb8kUHSjIkpCmruOWxjbOAoAq3TEDDXmzpI/KxLUhKcHvc1N2qY49+42qymjta1/h+VKsu+hGA9VU2tNSbX304hP2WL38F0Aakza4e6zt//pUAgJue87q68WvwBHAKUyJmiOZRI0GkCmqu9/OWyu56UitJSSezPvxsG2+cEkToNwXDFlHa3ADtWW5Es3sUP/3eH8R1L76dG19STD+9YOKcBc5aBfK0O1QCXYZ6h3jNDoGKILSNW+v39L0iOc9qbZ8rmFX6GUsFDAF1UyzHyY2EAakzUEiywqlRIMFNrgAGw6ZHvzVWdteDxLxBenK/06AFMOy0aM7yuPorOoR5hN/t4TKwOtGh2YsXLcIoCVhewYTJ7TH5Wx53cIlzOSwUujEqMDd7ubYRxJlVUswWrdmzvlbfsoISFX53CcQMv99DomL+mAbtGUB+r8P9i4An/+M78Ud/46HdjG556quANoy2Tjbe9sHX4aZnvhZhf0C2RLqoYKPxxMcKxdYsO0d9FWqbVLsyO0dtxqpm7jwTPKOkupgZDHUemDX8vxMmMhiVlt//I9+N5/65t0A0UGAQqKBg2ppai0J53g+/BbiY0e4mCuJ1sKDFfjcYcyLBXCNSZWIV9XTJTH4I2DJYyl6Qp4Lcct3NvtCFzarKAuESzBT3huKCQIo654wbqDiej3FOt2eFlqcT0n6bMz2Ofzhh90ld/XvlHrzr3Q8tbHjtS+6Abjj0Uwe/AtozirBSxE6wOOHR7GdjLHgMGw7T+1yt9urgqpVoqjoLDHhh4IEbFE55XVID6ERw7PcVe/MOv3Llk7C/avFlf/zD+NA3/PBDHusNL7gNMiUDza0yXMx430/wHJ//zXcaeDrS9yWzT16KS4pda4QxeRcV64/WqkbuhjGhUycmFCg1OK9CXxO2g6SW1rgUunMYNvi3f+WffR9ZH5HgRt916O5dAM4h7A/AmRX3M2XrymFHDmJVYgCTgH6b87/ZT0xKkwXiJsaYOlcTZZcI3vplhFsMcKpIoYFfRkyslz5bBd/3Cme2x6UwMX9MB4iQdm5mUpNTGS4p+p0GeqIlu8iq2s1eQjibMGwGDJveKt2cK8XJJ024T16s3kdqBP02r3+zywQ4TgWLE7T1zY1gtT0h8HrPgDBPJrYba8WUeiQB2XPNSR0dVAqrhtXisX3QZSB8usXysQpNF79X3vz0H4ZutCP9HsA7fuFVuOH6NyIHq/hnYzGaCCyAeoxVKLSwUG1US2EA6k0gN2e2U202LDBs0LmqUPRdr6NziRP0G0wSm4Wi32K1/ef+4/fgaX/tbnRnMtdEgKBYEEi2hNzhSNos1TkIts9HRXt6qI4MTDAz/JyFszhrEKz6X4SbVbi2+EWkpkdDoW2JiqS8j7wmAB05BP0WMGwEhGVhBMDsrEMFQHl8bGvrdzwWV8/Qbwpm92Q0i4zsgbDMSK3H9KSiO02tj7jh0V+5UYWoH2x89XfdDZ/pFBEnQHdGK6B97Pd5L4cpq+5hAWDB9bM7M7ZD+RVjKRXBsOWxOs51sd3jeu2XhYlLIMxFwfT3Wnx4+Xj8wfEr8cUfeT1+739+5UMe64uuuw3xKlpZqJNq9/i+H38ZwTERyBDptlXmpfcQL3ALUD9MPUGFwJanVFvCAGwY2CjjvChiryWe8ANbx5o1dmJ5T7nPwyYBl1/9py/FU//23dh/jMf0fnsuGgekhBwcmr3EWLB96DZWVT0D4OtE5NUA3gXg2ENesM+RoRDko7CGLsP4XDmOw4xHNZhQRumzFTC5Fu+s5MDk3i8Se2/BRF4iFxQUan8J5g1IgEPtVSptAX6XFCNZ9GPPutHHdeKqmJ2or4GTiwpEbtB+lRhgGdUewslbKsnrqrYXKyx189NeDYALVtiLGLaDVYiBiAZ+zePWWS+W5EA3SLNTLMJ9fmFiTqW9Qgojg5VLFYFb9hBVhC3aSLW7VO2+2KGzttoO+flYEb35Ga+BdmG0/hML7gdHxweHKq5XBReTQpGhwRT/TQNiFJbRGgTmZkwC/d4K9KGf1c/vt8Zj/ODf++4Dx7y8IlTbrnf84g/RLWPiqxqyFnrsYYejTzUA9sWbUnU5t3B2hUYEqyunBJ6GzDaFpAiZLgF50rIqUQO8TKujQBFD/rFCOzdqsgfirDEv4eI0Iigey6sd/qw7a3ZPnQAwd4xNUnCHrYbidq1DTh5+n8+dX9JO7t3v/cGHPP1n/8W7kDuqfU9OqVGvFc0+cC4bpQJEVkVME4fUoKp3F6HUnClQxpakBF9bCxhANnu5Us0PUyNT57A6MTEKrxwAFCSlKppI9oCaN3NJiAXifRVF9YthFFkyQKrayxkoGWehVr2qD/bUwQ8ObONhBayIaE0XAxaPneH9PzLO3Z//D9/DivSB8wDSTlsrxa6sg4cdShp7Y7ZcRTjWJdRkMpnpiosy9nY7YyZkhR9Q9QqysYJUgFTtsfhRBXBIjZBe7RjQiq2bVNzna1PH1/lBEZakGOcG2H+MYNjkWtvsN5ic4sNBC1RYoH2IdcwYBf02LdCKjWP2gjgDAFOFbyigJxrQ7GV4saQogz2qymcvtUzQm31aEZZjYvIvAChC2uwBZ+ZTPP746Ys+1iKoBwHXUhvXfv0d8FHR73g0JrJVRHtT1Yez6vTa8lY1Q5YEJop48Lpdbd3bpIC5uYrklb/V7B+s0v7mW8a5+wv/9ntw7UsOzt3csfc37nS0R+wjdYgOMSQpulOjfWnqHOKGR26A1XG2b7VnCNqmjlR6Mg6sBUsM4OkcsNNW9wtX2vISwZFikViuFWAFjM5a7bIiTkYGWg6CeMyeoUibwzBPaE6tAAesjjeYfabH8oqGwFvR+yiJ3EVuP1/9XXdDWiZgvrfnpRWkGYAMdGfYZ+4Grsur49z7/ML685drgq1Z2dY2aLVUzc2abXAGgbw9NU0SQdwJkI2L66u66ZmvBRo/OhCsMahcn6v4YW0BcWLWzdzy1vUqypO9rpkFoFpS15a0bELYraDfdpUNlxrBpE+mBUEtj0mvWO04/OK/eekFz+E9b/9+2m52rj7XklgBP8rot31Nfr0xSgGYYLUletYW6pe2jpZEszC3ZgK3SYaLihWzUNprbQ2biLUNGNskcP5KYgKaA+ASdQ+c2SmGhWLSZwIFQTA5aXPbA4sTHhufYrtXcmWPdogdi3xv++DrHvLc+dwwVmv2OEd9r9h9kiB7B1+6ThWI5vgSlkAROo9TQZxQcNcvE4rDEkSqPWTe8FXclUKngu40LdS7x148k1EdCzWSCXj4tXVXg6tAV41zYgQim1+yiXNKcnBKfa4s9mwZ8F7arWqBsrRaCcFaURO8HBgrdacHa3/lHNz4dMT+YwJ+885xzf3g//nd+Kq/efeB88jBwS8ofOwi2T35wfHbX63nqfoaEfkVAIe3wPj8eFSOywYmiMg/A/BnANyjql9hP/thAH8NwL32sh9U1Z+y370cwF8Bidl/W1XfflEfZL3RgtFOzIkgtwFAaXGwdoNCTU/KB7OIwpRe/DUwaLQwo6qxW65oPSkCdVRVLVX93I4CTCiVHi/QoLUyrCLw88he4CDWisCeS/YmjUJh617XD3qNY0ba7Ex0zwKddo3+qY5WXlYVBKyC344OF4U+qBlwVpWRyGpmVdo14TYFxRxdn1kRiQrfX3wQnqak81dXgHqxjQrdGNQqI6PE9aY87BJkOdQNoNDdIYmVdqBunuVvFksbdKhiQl4V/uyyfvSwIWjP8PsP/p8HgQQA+KV/ff5gobqFOFSxp8MMFdQedxWr4g5m82RtJFr6RIOM98IBahPVn96nc0kb+M8xYNI0CqRlux7iBREUEltcFWrwweoSg8hmn+rTqRUMMzE/aTIUwtLE+9Y96RVGD3YAKBq6TqG+0Hj6X7mLzJkk2Pp4hu+BfrMkkGoJFCz4ogZIahnkuMSkMjeChFIVLar0BYQgsp42Wtpg9RRTo40WgRHEi5+3eUYGkutZ6an9twC0NSu1IVdNlgMbvFV7NQhUSeUv7Si1lceTxq1qLjKzADGBqzxxFZiUpNWq69zWxZ/9zw9kWLz3Jw9aX77o2jcYXdfb3HUXvdacO2TItPZaUfgwzggq5AbwA7DaYqVr4zOszmmxNEtqWgHWppLZ05u6g7R1imcBxT1mcSWqpkCpYueGQWV3yoJeo/JGEcRVAeaY0JDWqaxcLT2avYhmNyFueAuYL+46PP+b7oRPwGCVN4jUihjp7WMSWSpH/QYrTNN7tTKQSmDHcqEgBUA6B7+WYYuAwEvPddklQRMSrpxcvLVcUWFHpmjosGWMJXPIWF4ZEM1yNQccoLMDVuXNyrYOS2CL4KRkB2fCvGVeFT0CGTLQmJ5HZxZ1Rplud5mcuogL6u2878cPzt0bn/8GpFnDZyePQP+hhpJVkBsHpwQKDsw7z4plsRPl3j2yGXhBR9pv6hytNRPQmPDZeN2B3BFUa/bZOjhskHlSWltkAJYnHOnanqBYDgCmBGLc0DIxu3eFYavBxieWmD92Uu1ffZ8Jhlzk3G3mSlZIAxRti+60QvdY7Y0dCNbNuO4OM4Hv2R7W7Hv4RUZ7dmCBZlWAUAe/ZLLGZ1ZqC5DvCS6HJc8djaKdXlxbVWGC+t3lCCrbcMsB2Glq9XTdWYH6CIl95Q4Q59iyKcJ2idJeGAnOa9eg35rADRlxGkj7t8IQhICjZGNBmaBfWXzf/08eGC+c72cqQJ6ywhv240Xfr/VRgNdhavt2EIS5Q7ccDIz2yJvUf2rO9nz+HIDs4IeM2FBTJxlQEBaj4LgkIKyyPfvm0KF8Pl1aT+TpONNvm1sLsXPeryBIbUB3liBFdzrCw7RTtLWWSbK3JCtjcKPbP9T46v/17prkd6etNafclznB6NpmE3jMuQVWLYGgsJQao8VOCOSKzVOM7TEaANjcLdfGL/lPD9FTVSyam72MENMBHQsZMuJWg6AKZBa03LIHYoK2ZBCL4x6QJx4umgaCc4hTa3MY1Gwaqc/Wb/sa+0OAZFmdN10zt0pwy2Q6YDyPn/0vD7TFLnamZbzg1tuRpqEWHdqTq1qUPd9Q1b8uIlcCeDZ4Z39RVW+46Av3+fGoHpeTS/EvANxynp/frapfaf8KkPBlAP4XAF9u7/lHInJxHMZyBmWTKErgkerJzjzLSZ0nFT5PGzIKfFFabZE2GsSNFmnaIJnmQlFXp2iZ/f1hqA4DaSNg2CAFcZjyYaeyuSDsJwrH8QTt7zGIU+8sMFqrcirMs5pqxRclZGeJtVtROdv1eawQOhmBjqI2baJEuQ1Is5aibOU8AVQP7TWEm9dgDQWPGe3JpdGMD5dIFw0HFxXDNhHYm57zOtTech0D2VLhzI1DnjQEbloPFLZFqYAserhlD7cYGETo2HNeqxNORv0IMAEM88gFeYVD+cu/4xd/CD/9vlcgzhrTY2B/6VEqvGP10pHK1rpa3RYLktKEeh1ISteLfVar8qSFTsZ5Sv9hzwB54iq1DlZ9qMmSMJAodPAiAlfbWKzK6hLQ7md0Z7X20qXWaNBTh2HTrMyEIJHEjObkHO3p1UWcNz9ztV3osaSJhxWq9SMTTx5vAURcMjp4Sdo8k5rccCONnavJe9VEcQTFpI8Ii4RmwcTIRamgxUMORd1Qc0OdCYAJzuj3bPPNxOmqKwVK9Z1rQ7/TslWo80izAO082TozE2tN1hpgPcHB6NdhMbZIFMCGYMDFL+E//b5X1Ep/boX2fg9jcK1iNb09nWqAV3rHiw5Jmpi9Z8tK8LDlMWyQQp466/8OvKf9lmB5XKqfenFeaPYBCLA6BvQnEuJ2Rm4VGlgtoy1dabOAMZJQQZfuLM81LK1y7gXJHEFYjR3V3h9shAVVztuzmd7pWyY+acDHughzWPI5U88gdtgwyzWrLrne9D/6kSKe2oOtW1QYz3CRgnbD4LFMAct0cXUA9tiSRZA6X1uQus/MqeEQUJMkzi1e79ywyjVMmVRmux9F/b9QttPE1TaJNHFIMz+2Chi4q40gThzixP1/7P138HXbeRYIPu8Ke+8TfukL91pXV5ZsOWEcMTYOYNmSLckwDW0YGMx0maG7hqaLrqlqugdcDrgxxlkSU9013cMUVA9T1Z7pKRjobpKNI3hMMAZjW86KVzd96RdO2GGF+eN519rnd5O+7xrbEr676upefeH8zjl77bXe93mfgOYiVsr0o1w/+E+/SY0qE+VtjXt0ic4B2Fy+l2ShxplA0ReTGk56OL1rUCUchU5c5Gix5ffR3/LYP+YxKoiWnMoR9M8VeX7oyGgJC8YITitOW6cFMC0FwxnZfvsbVmNMOZ1fPHUFiUnBRN0TM+B2lEkUNtTLXb/rz7xnZrzos5INQTFS+aF1wwzKxRYYToD+lFKU8dSiv9VgPG2rIaSZEuyUay1gpqzyRN0TE9M3mktANhZT/3D3TBK//xd6J331l307prOuphZFjdRGAe9ADwsyFW0dFJXzOaw8wnGLtGohQ4DsRgIJ3TxJZhynni+lCi3HZ36xN8wrXT/8Q98w/51CJLGvouzOGYs7k6YXEOgfzizGGwukrgCEUc8ZXyV11V+kDJOU5TUtCYD2Nwz6M4NJ61ajwwK/y+geMCIzOa6B/gYwHQHZcb+ejrl2hzNg+ySwvyXoTw2mtWD7Ol/PGtsnuJ361ggHECYShH4oo/FMOYlkVFmd26cqpyvfq520ZsggUBDn589Erm87ZpUzad3RJzWh5T5sYtmLWQe1l1y7u12L3e7hIz1Fz/HxyNXkqXd+7rfUz1PMFXNZq4uGe9qqpZdRMRIvMyRl20nkmTOu9Tvccz8Yjs2cfpO0VlJgu6YUqUT0Ya8f/Qd/HrvHXD2T4tJdixF+0WcW+QqQnfB1YP/3t0Xk7Q//E39rrwRBzB8b/7xyaMbH5vUbxkzIOf+4iLzpIf/4HwLw/8o5DwDeLyK/CuCLAPzkR/05ms9ezQy1OC+FgeknZGv1QdDNVN2A3UYpcrkUnwKIgb+a6KOgBnuihm4YRmDR8eFvrdKn2awyn1ablGl2LZcp1RzX6tIqwobQKT00ZjV7AhHE7qPjKO/4wr9UEftsrRapWel0ByZu4CSVdD+l96n5TmEmFF13NpbUxYJ9NJmfv3gVWLo3yxSrfvNhNqev/rJvZzG29gQ+YkL73IbvZdlo0VlgcsxotU7hExJMNsi5AQrdsTAUvK0O9UYpxHFJjTnjtYo/Bj9Hah1ZJ4FU0tP3RTz41PYlWQmvdBVgBnLAGnjES5SKRkdtU9eMHRIcWEyFBU3H7OCQ7AKyn8hC8AY5e7JMrr2xrDRkIuKxTLZRGmtS5FNj0J8aNUTjVCx2ROuTJ7JvB0H3IMH2ZCfsb1i0jjRFgO89NfR7KKkl8gqHTblMoIt+s7kuCTDFfXsiO+HQzCsKc7M5scu1iODEfn7t1JDOB4tKg6cXSobdTfAbh2nh4C8f7lT96i/7djb+noBPoYeOpw2aS9IH7aBvIGZOwkriQ3lP2kwlD8gCcL2BGRLslJCyY1yeZVRjrR5U+lQBtZbNmOtJSY+dQafxsT/wz/7iQ32WcpVnYzx2VSf6KBcj9jwBxSHVSXXy2myNokwRAJm6asoR2HGXgnVqpJoMVnMyff6LKzqQYZQuGxZAajPMxHuXVlH9QwRmouSg0FxTy4lSbGjM1Z8qC0Og7BuVd6lhmnyUZgygV0KZaHf3I4ZTi/6MP8cNWrwqKJCEE1no3h8WwJBMfb5tzyawuYoqMTAEGxxgR7JxbJ/re/NXAcgW487j2c3RR32vgPolWDZkJWKzTsksAe+VUmGRM0KL6o6frCAu+EeT4R5hxvnemWiUXUA5CYB5Yu5n6dV46vi5ygT/igDZdPTopUf2ZGpFjRothsAP/fetYP94h+7eyF8QntmhU5M0zAynyTHuNCtAlIVnJoGnDL/lGirAqNvwWdw/5qr5m9/mShEPi8K8UzbYkTY6gXut25GSOZ6Cvi6R0oo86JllDYabLdp7A06mhOHU18//MBp816sXRtCeIikwd6zsnnNUtoIZSp2kzZlOrIupJJDgnNSko9TQ+DYbW5t6EY0L1DNn/RGDaW0w2Y9uVvyWP/A9MCsHM2gEsTHIOhEtIJAPeWbBiZoSW9YKklFZYslzbdtdQIl8jJ1AOkf/q6jeUh3fO8EyIKwUZAu8590DQA6+5v/f//Ro7G2ZMlJrMHTNtdrsYa/YGYzHTpND1EtmBOwRfTqa+wMy5mhlmSLSsqmpN9NKjRZ1/pBKPG6cS7iSkOB6BROPTAV06UvENZE8COa6DLexyJbr3O3IXMiBHhLQ89ttwxydOvBL9JcjpUqbjz58cHsyGmIndZiwu20ZxSlFdsF4YDvQhwnAPCg6qBOYRlHkOmRStfsJYaHeTNUEd2ZnNVcZ8d7DAQm/9498H/LKEvRTIDg1Un0KAGVrjHEe+BRzZUQCCsX/TFCNcWffIP5GbJUJNpHlFVaAREF3n+t/WvBsnVYGbm8RW1vrlB/6kY/uC3R4RTU73h1zb8OPv+wf/R4Ab8s5/5qI/DQ4GP4hAD/wSD/wtevj8vqt8Ez4z0Xk60EE67/MOT8A8HoA/+zgzzylv/bRLwGz1xNgL/fAANiiSSr+B0pvlIFO9O5+Ulq4AbzViYOp5ixImQBFMQAstHxrADUHjAuP6ZgmRFl48CcR/f/a6CpyT1NDKLouVQbBCYZFcxWRFo56fjXTqVGUL7h+7x/5PjTnAc2kJo6RIER2gqmz87RRa2NOOPlr2RSqH2bKcSAbAsUcznBJSM40mMwFreVEqDR33dNX8Ecd+tstfu8f+T7807/18kZ2qbE0ynPMXjBjpB/DboCoo60th78WRnYf5mZd4zZTQzf9qjs7vNRMU0KqumQzBpjBzHp00JwSQEWL2/PpRfSuR7mq+eIjMhMKYh46g+FMDuLR2AyXTOAa3WZpHmm8hagZVfUTcGWCk9BcFMM/otr+wlTwKJWMYaWjzzRyne4esDRcz0I3NixAF3cmmgu2lM7E1lS38vHEITUn8BfjK37m3/WfvQdmzGhVj7h4fgIMp7Fe6f7uaqLRWkpIrUfqrFJYZTbbA3XFklGb1uRA34RM2l/RKUrO1NKGDHM1YLUdsPoV4OyXlnjw6ctXeLfU7aalw3jCNRNbg7zkBPHow1MF8sZTx/gsdVou3h0yJTgFCtw+YjhxdXKfWmp1XZrJVWHlK6jmdgHuokf2Fv3tBfozNVlc2koVL+alj3L92N/783jrV38XkPnzXw07ITkhs6CbJR2ATnaKFtfMhY0dlTYeAekj/NUEmRJaALmxOu01GG74qteG7qnFGDQuoJNYAcB4QybqZNhBDe16Tq5MAJoNqslde5kxLUVNwKTS+ptLZo27nDGeejTnL03B/rz//D00+lL6e3MZODEOwNmvJISFYDjRQnyvzAhL6U6R4EjgdL8/E7i9wC5J+2XcHxscq7FnyQsSBOKBbAmUM34u4U3fb/D859/GeALga17+Hn31l347oBOl8YR0+dgajGvBV73lO2CMgdtNkMuEcNTA9BHtA4OwdIxu7ARjZkNtHI0gowdMEpQEojIxNJOpxl5unzAdWQLomSCh2xMwnVaCzec2OP5Qwk9+/6NLaX/4B78BX/mO79am1lbn8Ye9ZEpYPD9g93iL8Viq7MAOnKz7bapMuxKRVmI8GdXIpi4sCfy4PsP0Gf5yqvv/2c/tMJ10mI5sBVncoFKuYyZ/+B1/7njCZq654B4Mz6bebyg1ePBpLW79zA5xYWFjRn9msXtsifVTE5qLwGdkTMAIxOVL1wuf/Fffjds/Teq632bsHjOkgJ9Bp8aoFPFDZo9kepOU6WadWiv1PTuDsPKUOu4DjOVZcGgUnA2HJhIy1h9O6O5b7G9ZfOF//G78y7/x0vIWgPts7IAmZcR1y3rIG/S3W3R3BsoeE2BGUxvnIguUlGrtVBgzMIJw1LAhK870OSOcdKzDPM/Zac0oQ8p5gGavZ4oHnv0ingG/9C2PXiv82P/yf8Zbfv/3UMoYaKb8qFcGsHnCILYqh7FsHsPCILmMbFqU6Ovp2AFYan0AGuh5Gnj6bYK/CtXborA2i3Qldg5hQYajVYZoGY6NRwJ/yec8+4zmgYUZOYRIOWNaz8wA29NzIywtuntjlaG055EsP2s4jX8FE9XP/Ob3oLngvKiAzWZSIMURcHVbVIZkMY8G5sjT0AHGCdpLDo/cnuCtuxjhLoC0YHyw20xktBQGZ8raN1BK9MSPaaLIn335e/S2t34nzNrRYLUR5B2wfR2BnJu/QNAkrMlItn1Zu9qLWKu1StIob1MlZnFta6JGWJoaa7y7bSGJviWLuxnjin1HryaVfgf0NwW7xz2OP5jwo//g0SJZAeBf/D/+HL7sj74LyZB54jev+MfbnPOv6X9LznkvIq8i6uy16+Px+o2UObzU9d8BeDOAzwPwDIB36a+/VFXwkqMiEfnTIvJTIvJT07SFGSMPsy0bGQl0STXnW5irHczlnv9/O5A6nngQpmWDeNSQBaD0x6jNUlh7xM4hHpXOxQDeAZ5ZvvG4vaaxZb4u0U+/y9XQKjtNFSi+CInMA1NSEsBDm/m9sxmbhIR//OPf9JJfYLICf38PTJE0KWPgrkbYXYTbxkr1I/2YBZBMqSYz0JBnpv2VRn2mBEqNqOQPxIEmnwd2fe/jTMd+pSs1pka52T29IsxuAKYAs6Um0gwTtZCJco0KyFTDp+srogAyyZv6T/3+ptkoSkKiBKL4CKiz/LRiQfgw7u0vdf3ID/yFCnRUZslHua6t3WGD0DITubngIb+4F9HdZTPtzwe09wf4K9LYprWrkhXo5x5uLTCdtlyrC40pFRb6qXV1OoMacUrAIrYEsoqreDExLDniJnKaWxry7t4EEzOmlanJEnZI9DAYOGG1Q9T1/vIFvttndOc0dlw9PcBdjRoFOOus48JhOm3p2J4STB/RXEyVTm8HlUT0TLyoWsmC6aRMCuTA+1IylutlZt3s8m7E7/va73v5+5UzYmc1egyqMY44emrSlIKEuLQ84BuL4WaL4UZXTUxTa/W+kCHTXMVrPgqiYGcqGd6TmtopxVHGgPGsq+Z1WSeHWeY4sldz/fAPfgMkZbR3h2tGqK90Ha7d0G9r89FcRbQPIvw2zfIinViL0rrDwlyj/0tU6jJQp4VhRd8Jt09wOhktz3tygN3TG6F5AHR3gMXz/Hf3vKC9BzSXgNFi00TV1MaS7pCqrKdkZhfAw4wRdhfgNhH/+GWMQ00AFnfLPTUE6S4D2vOJTJ++5HTnqhcvDIXsSCvOTj9PVtO7as7IP18pqtrI0IxPpS5DruZv2Qm6e/wuXvmGARA6pksG3DaivT/h9Jd3cOe0Hx1PW1RXe0fwq7nXozmf0D4IbDy2uj/t+ZJFFlHcvftTg/GIBpfJs9meVjxH7EA3d79RV3nHKfyrARLK9SP/6C9gOLXcex6Cbn64bse0w3jiK2hT7ldJjimeJH4T4PZMSplWRuUHlI/ZKavsSDXbJZZQ976osY52yBVQCQq8TkvuubFTNsIeaC90Etzo1NfOTf7x+9UodMNz0e/IdImdqQatbjfB7aYX+aOUy0zFmR7ozwz8JqO7l9HdAdwWtflKHgqs8P9H/f8FXG42uQK4WdlDkoGw4tmDrNrsElWpQ4xqbp3JiGuu+Ky80lXSL2JjYHYEbe0+VFp8dhYS2fiOpy3iqiGrc2C6QfmZZmCMt4SMuLSICwuoHCcs7Qw2CIGesBCl5Gcs7mW0Fwlm1Hu4ygirV889/rG//+cph107TCcP118drt203WD1bMLqmYzufkb3IFcfh7CgxC90rLH8xYSwJvvWbibYPhIcEw5RYmfViJznoAkJ/ryH2Y0z0JEz16KyIAh2KgtnB7grUyf/JkCBLa4jN1tSqfEhk7NsH9Gcj7D7yGY9vDKosvoIAbDFvYhmk7B+esTxB0esnolY3olorhLay4T2PJPZo9N/c3Ck2WFOeuKzwzVg9gOyN5UVWNPfyvqNGk07sdZJnufFl/6xd73Mu1UmZOSe3T6gJGV5N+LkA4HMGDDyugA5sbNIna1M07hwaphL3zKzD7D7CL+JBM/VL8FMvO9FTsV9JqO9UlaKkkJMyLwnFviJ/8+r33PL310/nbC8+4r3LIuI8tngReTPA/i1V/oLH0tXgiDCfEz881qaw0e5cs7Plf8Wkf87gP9V/+9TAN5w8EefBPD0y7zGXwPw1wDgZPm6LMPEifkUuTkpewABLJQO3f+9YVSiatxjp+YidtbsV3Ozop9MqNNfqNncbHBIE5nihG37+cEuukEJCebAcwAAquN7n2oOcWosoyqnl39Yf99/+L0Ybjscj6F+Jn5+6pdJY2eB6i8JrmQRmJHmk4yvZBHIv68U/UlZCFqA5kKJV61idXAGKighIcEIzSlf6Xr7F38b4uMLFtTCptiOCbnzEEVfU+NoQmM0gspqExxKBi8TNQDwfakmt3gt1KsULmNgyoMz1YiJGjg9bGI+cCz/dVwFvBgeriE7XLvHx0/m5jJoEzX7BIwnDpIdFs+yyLdDRFiwkBUtcLOySwoVLy4MD3ADJMOmNOl6lczJpx0TbKQoVhI707DkFNjqgXOoO3c9GxjITKP1O3WRLjoYXVOFcvxy29+X/dF3MbVBXajNlGD2dFWXKUEcxbwE2TADSOB6k5zRjDR5G85IR+WkglTX5A9chjOYuJD07x4+vwfglN2OaD6K+WBqrE7HXb0/NHnV/cTZmrFOc6MD46SJni1x4dR8qviaCHLL+EhxBdwrkXw0ywKYuBGWHuOJY0G2EPjNqy9mX3iZmJlV/hD0fuD62l2fvSFTxkFgrsR00hzRMAe9BSCkiBZvkCxs+LM1NEUNCUgCt5t0v0ksdCOUakoWSHluk5sbHomALZTqzESQIi0p+lK3V7BMBG4gLd0EYHfbwG8zXC+we/6+fZlp4e/5+ncjH6lTuhG4XdQ9iuMwu09Ax8La7YFsNVI1ZUDBOq8yIShN1U767zHz72czx2RqMVqkO6loeQ88OOz4ysa3b//ibwMMGyYzJPVlsWgfTEAGsrcYbnXYPe7gdi1lEAtHaZQC25Iy2geC4Yar1P5mRGUHxRbz960NeYmfG045LQUInAwnBqEjtX9aP9Rye8WraNoxfHRmwuG6Xd18Q+7PLNrLBL9J6M8s4oKGnckJ/L7sG3zG7ZggeaZ6F4o4oJ8VCi5JkV0IxBp6iYRyts/yn0OwICvFPDZF/sH17fZAd5+NX4ntNPsAeLIO/Y7JAAA+6oT7M7/pPbAt9zw7ZqyeI8iaPZNhxp6RnGRWop5Dkuj6nwWwkSyJCmZVzxZH0N9zWGIGnlUFHCx+UKZPeoZoekn7yvfsLX/gexBuKTsyGYTTrjZ2bsfaYDz28IXd2RmEZQO7d2jv95CBhs1MjeI+bMDEpLyiCWHRy0cF5t02KGBgMZzQ82J/m5JVvymyv1//3lvkNA/rmXBt7d56Q46NepXY4iUjuCYLBZCNgx0M/DYyIlzlJn4bK5sldLZGtxqtsUrqhaQE18caA5hfQBwwI4Fd0RQHSfw1B6Y7pIZreloJzCXlCVmNdrM3LKdLif0yFcOXfN27uBeq8TNAGVFJQwKgQ0ECAG5fPHbKWidIt78hdVw6rk2VMBkrMEcLZdZwYAEz+6mUdVwu20dk6+dEsZe5Sj1SzMNjZ+t+Qt+Cls+MskGYYGRgd+pdFRPiwis4aevwz/YRzgmmNV+vuaK/1LgiOIkMdOeMt9w9xv4kg+BDc5UfmcH10p9NDThf+fn9ZrB3+xVQot4A+FO/7h/+2vVxcf2mggki8rqc8zP6f78WwM/pf//PAP5HEXk3gCcAfCqAf/FQL2oMSkZwdpa6fm8B+LnZDlFRaFMnngBm5DwDLh4czDodL0aLGUDu3JwEkTJjzSOQc64Nhe3T7AK7D5oLq6AEcqXEFzdbW1yGgbp5vRTt621v/U5uGGNEWCqVb9Wy2U5JKX+q/3PcTGTUmKRr3gkRRqcoYakxOCKQrK+jsok6aVcDnwrIpEQ5hGYaQ4RO4S9zvfPz/iLQUTMbG0F7TuAmdBbxiSP4y5Fu+zGqP8Uc95W9rd9FPegOgBZxZWN39fsrzBOodCIHUJcWtWk18+FrX5mR/3BXOOCoP+qVgeZihNsZ0usMi5lxbbSQ7GD7qOuQm3nsTAWuCogSlpZTzoWma+xTNT5LjveHTQKN7+i6rKBSMTEE17JkpWmHMvlPitLz9He7BLsNZAwYA7e2KNFcyTJL+4XXl/3Rd1GD7YWRWAcJIgD0+UiQzOKzTMoPo1mLnMPtGC+1/QRPivHE8Vg2AA4YEclLnbpkq89UNFwfup5lmCiteZnrnZ/zzZBlg2llGW31XCBd3xtGNTmCb6UJNMHUVI5idiVKAc7iWECoftTt+QxAPVXMpFNNNSp0e93PDKevdqCB33hc6P2vcs0dXDSClZfhf73ylS0wHpm6Lscj0ioBNXIb56IyWaF5lq6hoqEusZhZ9c70UtEmaVIPF2/QXhpMKmOZVlJ/fjFXtJMCDKOywyYyXWyf6ncKgKCnz9WYyk6lOTKIFi+pY/7SP/YuoKXMx45ZJT8Eoen1kOA3E1xvEFZuZlMI1PRsnniZmDGsBU5lIW6vgJQuQU6RSlICqu8CzQAFVvPg3WZCe2kRX0YGB4DyPSO4fKPH0VOBetebXMcV3NGIwLCwSmMurBIWvlmfNzLnBOORuuuPqXo7lLSKkpRBr4sItzdwu4S4oKyiv6GU/gzA/PqbsuJv9FFiyl7y74UlWV0mUGdMLwCgvwmME5Oa/FYZLDKzTArbxgxFk89n144JSFkBVjYQWSxNalemNuqxAZKuDzsBwc5MI7rUFy8KqHyLoGuhQUc1UfPbVJ3tw9JdH1Lo9YV/6t1ITmBP+NomkhK9fmoiA3JMQCKIzUaMe01le0UCbeORKIALXBiD1TPq8aGAQgUIw/xezKTfhzZUduBBm1qrz8XL35+3vfU7kdcO+9uC1bM8y6YjR0Prfaoy1P1jDuZpMo5EvTtoVuwgrateWRye0BDU7jPcbsL29QvEThCE8hvbs5ku0/QsFiECV2v6AnTPUpqSlo8uTXipKzY8f1/NNZwKzCgaaXsdSBjX/PXh2MBOUp3+CbZq/aNsOK+RrnFFSYNVOj2mqAB58bgpgzhUbxE7ADCc1ZXnggwwvpeZ9cUzK7aY95aYuU86grD5JY7ft/wH3wunHjluTzaLv5q4riIjQv0QKQVwRr0ABNbNBuNhyb2q2RhcfpIgngsWd3VYot4VYe11eOPR6rkTF/q8ThF2q2xWb5FE0F7EagT9Utc7vvAvAeuG0s+xgB6++shMawesXTVKL+aqAJRtoMbrChAWf5jQ0TjeX01Invuw62nG6TemJjl0dwaElcf2cYPxlMy92AGS5d9JvUD23MxKfqkr5/y/ikgrIp8L4L8F8Ivqg/fa9dvg+o2Mhvx+AF8B4JaIPAXgWwF8hYh8HrgFfgDAfwoAOeefF5H/CcB7wX3qz+acHybOAIA2C4kNfxbBdNJUs5Lmzo4ZxdbWxo+GRnMhLbE00rluSHUa72bmgFgD00+z18BQDIaIzhfDFRSasm56UDf5vGhJYc4ZOWSdnGbVvJc3c33Desfv/q8hS6+FRcTxL1xWw0kJgU2XMTD9QTRVMcJLhJbLZyIqymm1GVTbrQABigmi6CEVD76DKnlQ8CUV+USYkeIXXF/z6d+AvGyBxGi0ko2cjcBOSV1uO7QPbKU9y+WWAI53EEl18p0WDlk4CZGQYMaArLICkTiDNGXKmnkISMzsHb2FGTmtiC1/vXtAqt1b/sD34Mf+3qNrya5dj+CoXy9tqArAETuDzRN2Zkxki/YC8JiLdjauluaLemAXKmLS6VqypQFN1T25Gks1M8gQG5066K31GxYF7eV8yNNPI1e2iERKRgCCOW5HJoHrI8LKIb0ATPiiP/lu2GJA1s7FTwHZysWMZIFRPwGJWcEwM4OFtugDU421ii3ZAD4JIMXgKVd2UVQj02xaeqZcBshI2qxMnJK/1PXOz/4mMpA0AQai5oEZlV483JhBLIKJxUATs4P0GIFgqslkecaLE7oo28HuA2mO3rHx0J9hJu4xbkcvk6s3GCyf5+TF7X59TRnlOUJg8BGv4gJfPu/lm3XNSIbtDexO0N4noED6vqDZMgq1GIuabOlhkxKSpZlcNmRMMNZspowyokzq75MxIxhXZGGZieZyyQJdXyQWGTJo0dypeaYyHuzANZkaw6mkuZ7GUqisNNTNWN5NZBDo5P1Qn+5GFrlWzTCjN3A9af2SWUyW2Dy/0VjLrIZ//Zz9bQc2+GU9ZYPqN4HiF1j2vDSzAg6vd37utxCEXaocr1XwZspYPRuwe9zh6kmClcXIrblyaC4C9xNLg1EZadA6nXj4q1DNUAttnwkCOmmNc8MdW0paTMhozkfI/YRkV/wOvugK4f1r+EvBZ3zre/CLf+m/eOR1d3iZKT96UybqTdARlJuWwO71+kWuA7CzkEi6e6tyrJoko8+uZAJxMsySQYAeJzS81f28mcGOsi0KlJUAsmsIEEFN73KNPi0ygtiqQXPZKzMHFskLwYuUX2S++Hv/8PfBrEz1xLn18wHj2mD9ETZk2fL8dzvKOWJH1ttwYikPC7k2kSZwetr8HPD8FwjCSnD2i/OazUZTKxqB8QqwBDrMM/5amYUhwSwIBNiXYTK+9W3fxTSizqC7n9FcRvit1jRrh2lFk+no57MkNWY+B8aMNPF8iJ2Fg9Z1RhB1KGGGiPZBwObJRpv6DNdJBcxCZ/Q7EKw+bLF5o8F0lJEeH+CfbnGdBvnoV0nTeFXNnZANNK2BMBDgCQuyr8wEuA2UtQjESWAHh/ZB0GczHwwknAL4EXavrMfGIB81ZDQ2syl40IjS4kVgx4zhyEAC4CrANr8326OanJd/U0ZJhDV0FuMJBxpLBYcOr7d95XfCOkE49TMIUgZlB9JgM0zAAJW5LoFELwrKaxLc3iEsWeOvnhIChUe6Vp2BmQCfM+wuongYQaTWSK5zZCscxM2TWfHSt+btX/RtyN5iOnLw2wS753DMxYywWDDlxqukzfG7nFZkwCBnhLWF7dU0XMGH2FkETU8oYIwdMhpEymVWlkDLNjERaWJtvn4mYT8ZuH3G7nWC5S/xnP/d/8m78VN//c+9ioWnVy7eR6+wREXeAeD/BvZ2APDJIvKnc87/8NX/4N+8K2eD9Eof8DfxSr/Ovea34vqNTHP4upf45b/+Cn/+rwD4K4/6c1LnanpDaomq2p5u0TmBCGYok8JUp93UWmdFbw0pqGMxISR4kAWwSum3l0M91I1wqlYPci2m7BA5WVXzRwkBMuhkP2UYMyE7M8cp5swmd+GZL6vGkTWyUS+jheq9zzvGjX+7gdn2kCEoI8NA4mxWCIDT+PLfMUKyggQhQZDoKyGC1DVs1oy6/zb6/cXIDGadDGdrK3Mhe8v+M0Rk75igALIQ/uG/+TYAwNd85jcC1mC6sUB/06O9IM2uOHjHSA0pN2kHt0vw/ZzSkBunTBOjxoOMfypobfaGZpWAQuCcYqeOEYVG9Wkwpk5AoYkV/U2H8Uhw9kt9Nch6tZeMgUwY+4gjMvCgDOsGw80Gl2+02D8GJJcRbwbkyOnncOpw9JTUCbVEpVArQlwa3euZ8EDWIjPrhBRQVgPVDTQLTUI9qMyTXUocMgrFloZHPKRNP0ES2Tol5729s8N4Y8G40Hu8H9PxfOLGlqh4c5mxe1xw42cHNUtN9ZAGlHYq1ycVL4zHk0RTyWgE3YOpuvFLBmTMMF6BwIOmp+riy3c+BaDXddM2BBbiXNB8zaeo7njRACLYP05kJ/m5wSfNm47fLJqkxmnWKdERjbyaByOKKZZkwOwDzHZAWrUIqpvNoLFotpy+ZaWuhs5AGk7S/b0BAOnm9z4LOPqgvGQz+UjrrwB4D+H18cKLVHZguJFh37gFegdsPLAMSCcZYbAw0aN4BDCiS+C3GaE18NZw712QEu42I3ZPrjiNGnI1DmTzJ3WvrjFgCsbYcV67xTeDAJuyZDQ1h94Uqi9NwNHTQUFgVMpxBXNBp/Yv/0PfC4AgnB2Z4GDHxH1IATskQVg5ncbymbZI1RHc9omWJcpa4fNpKuAUFjIzWjJTKOjdw4meHfV5HQVzRFhEcz4hCxvHf/q3aXz7zs/9FpSo0Lhw2D3m0VxlXHySQ3vBiMroRaPd+D219znRjC2ndM2VgnNXM0BM/a4aa3oW3HbK6E/pxWCTyjWGhPZBwnjisL9lYWKL5t6A9Qe2yG6Fr3rzz+J/kc9CfO/xq1mu1y6adEr1mXjoSwjmFAPi5ovuw/3CGcwoGI8ycpOwe71B97xAgqFmPmQMpwYSRRt+QcpcE7GzlKFMGeOJJ7PIcW2YKSNrpGaJ4KWRIQBD3XmyQLPnXlwYCpIYq2oHHTRYgVGJlLOFccVGRIBKqT68YsOp7vEf/wjS9z1e9/GZMUUGmIQECQ3MwL00lYZHYx1tn2C10X7spw36M9Ko7UDwI9lZIsfzaJYQpNbAisA2DpInAtET0FzQ+PXL/9D34sf/Lvfbr3z7dwNW0N9kuszx+0dMR2wImwc9QkdD3WSB8ZifITmZz0NPlo0kphdJBkbnkRqD7vkeZoycRCvYvrgf0Z9Z9DcEk9aGZswY14JpSWbK6lmaDG8+a8RbPvVX8U/u/M5XnMo+zGWnjJTVP+URr7Lnlkhc2Izl+x2GWxnJZ7RikB0OonENJFGL7y9GSMwYjz3CylKqpWspOZ6PyZBGnxyNaqEDDHqTzO/D73L1/SjeNMnqPjlkGt+6eR9uL7JO1inpHFemMiSYpDZ/p9vXtzqgyHj2yww+6e+OZAikpGwr1lx1aJbARBFvWYsZAxkmmP0Eu3MAFjBTRvdAsP0ETfFIxaTXYXkxongulWS1OrRpLHIylTlJJjGusRPe8fnfyjq19ZhOGvQ3LE5+eYf+8Q79J6wof1TZA4SShCyCaW0QPZ8rtyOwAABuqwM9HfxB6EkSOgMTEmU+4moCmCSB30TYkexWiRl+QznL5Rsb7N8wYfmMh/w7INXYiWfI/tYr1sx/FcBX5pzfDwAi8skA/h6Ajwsw4bXr13f9VqQ5/Du7Ymtx73OOcPrLe7qCa2zQeOIwnFB725wbQA0EoR4IAtXcq/BRkJFToSgWhFdqEWr6CHuxnz0ZpgiTErxq9yWwYTX7aaZmW3CyGjkBxzBApgDxrk4Vyr/tMM2pANbiB37yW+pnTI3Swq5G3Pw3l/jQ7z9Be/+IGcDn1HqZIaG5t+PUWB3mU+urD8HcuLHgRQSQE+y0rz9Hdgnmco+8aOifMEyQYJA7zxjMIHRN1txm8ZbgxDBVtsPXfOY3InuL3aecAQC2jzscf3CEvxywe2KJ/owNrdtzYyrOydkKxteforg/l1zbUiiUJiAbnebEDL/yNE9TfZuZYpV9pNaTQl7iPYu2fz/h9GfuIS1aaiUfhBo5Va63f9G3EUhpPcKaDd/LRuk4g7hqsX+dcrz/zcOv3enI4le/3qF53tJc7h4wnghibyBdwu7NE85+yqM/LXRyTgGz4cZeIi/LtKOuFysw0SIovdDvaUg4rmcTvOKM7HcsUuwEzbrXIjbOjAQzFgmKdjMiFaSR/YhG2AyHI4IIP/oP/0J9L90Dmq91z2zgt2v86p84xtH7BeuPRF0Hc+MSFw5haeCWjkkG5/vKLoE2STJFuCkirlui/8XASQQmeEYdapqAHSgVENVD8n5ZoGuBaQL2PZ8Na/A1n6SI/aJD/4YTXL2BetKjpyaYkDAck7I851bzO4ueDeG0ZnNj1azL9QI7CPqzBeyY0d4PaO4PXJvHHWnypZBSaZEJSg+WMg1Sx/qWhcL6Q3usPwQ8+8UrtBcZJ7+yxdu/5C9f2yve8YV/CUgJcd3WguulDEbf8QXfinjSIXQdzj/NA//24dctAKQuM9ouCuQX1sBpwtEbL/E1b3wvLkOHn77zBtzZ3axNcGq0qU8CayjNcZnrq7CIzJAgyi5IOpFNDVMSJBBkKFr5AMBMgvaCbJGi6y1O5YA25UtbzeBkSEAkCOE3ARIiwqqpk7vD6yve+d3oLkZkS9DyV//EGR7//Gfx1Hsfp2EfgPa+QXfXotkkBfi4JrIA7QUNz/zFSMZJ1DeYAb/hlL+6xk8EKvozg+VzkWkIK4vsUJ99E3UKaz2aIaB57grN0zSiKyyatGwwnrbYvs5VhtH5Yxa712Vc/o4IJFFjW6BEACZnMNyYk138xsJfWizvWPgdP1f/Oo/kgMU9NtZxKciBzfS0EmVRMPbPbwmaNZeZ+40wynBxZ8Lf/Z+/FONpwvIKWD99/fv+ms/8Rq5XazGddjV554d/8BtetPY++8+9B/vPFJg3b3C06oH/5uHX7eJGjxtf/iwebBfwNiH8xA20CRhuAuac+1fsMvavAwCBCYLunEZ809Jgf9Ogv6GsoTGrfIF1wuI+/Vn6G6bKXcKC7BwzCNwALO4po8oL3JCr0aYk3W8HNaNV4Bugb4O92hOcuuLeO91cgt4wbHgP91wIY0rNmPH0TzyJ7/xv/ib+1t3fjZ983ych32sU3GvQnC9hRgJ97YWyOK80ErQpRrupvqiZgNUzsQIxANfM9nF6IfitgghWaHSoDJvpuIUdeMaaPqKdimacqSLZCpIaI5bXzEbgNwFh5bB546oylJJXs88jYPukh9tQqrJ8joDbtBRdk0Bzxf1g+NSlMj5oIEnmU64JKwDqfQAopSomqK4Hbvxkg1/6gc9E+qqAo5/3+Oz/6j342e+bWTVf+Y7vhr8YkFpXjXdfLmVnf4OMkc/94z+Pf/t/efh1C/A7/x1f8Wu4u1/hmV94DP6cfh9xyT2w/4SIxdO2SsCyAfY3KUXpTxf0WfCi5uAzy2M8Yo1gRoJYybPZNSPBx9gAw/F8b9w+1714WgJQYK25ollicoAYAsflbC/eFrZP6M45jS/srkPjUMb4skE++RWLW9/xQfzzn30zVu932H5ixOknXuD8qTPYK4Pls1yTt35mD3cxMLFJl2tWcL45H2CCR2wMTt+fNCJdgdulweWnruB3Gc2DsUbimqAmsoneXkmTw9oHQ02He/sXfxvPtaMGceGwv8XIzqMPDnXAWLwTAGBaMh3HqCFwWHLf7M+AfIvSFcDADQ7L5xPGlcF4xBSiuu96NQ0VkElWmNUZQKK0AxmMq3aC4w+NWH9E8ME/PuLWj3ks7kX8vv/we/FP/s78fb/1q7+Lz+UQ6/DxpUyIv/wPfi/GY4OrN5iPBkzcKUACAOSc3ycidx5yif+WX8WA8WPhes2A8Tf5yhY4+8UdktfoQVO0uqZO7oqBX/IGInmesDtTI4TsEJFaTr9LtivdhEknZJyhB4KF7Ef2bjWqWlC12SJz85oS2QPAjGiXpiYVqUCRGfB10sKzET78jJqTbIYJGCe86X84R3jDLQUvRpj9hHjc6Z+1kH6C7AaIt4jHNFY1+5J0kWYGQ2EuTOHadFa2PezFBlh0wHZPV9jCFhA2B9Sgg01lPxI5dga5cQjHnU5PgJs/e0VzLy3a2/PERtioiZbovQqRk1/hlLdo/ZKa6kQ/606zLci7hWTLifqU4C8n+kNEc+0zZq8pFd7y3hiH3FhO2nOGKG3/nZ/3Fzk5PJB02D2Bkrd95XcCeDGocO8LzhiZ9VFMKF/qiuuE45/zgAGGG8CoGnAYAKPBYz+pOedW9ONkmDxP3Q/pkmU6VDT1EvkcIANp4mHGInP2Wig0+XIfANSJWjFlepGePmbA4poTP1KCGTLsC/SEX/y/fxfaLWMAMUW0d3p84j+iAZG7pEC1f2LN+MPGIXZkqGyf8LCjh7vNqCu7jywK+oCcpGYz0ydB72NI8H2Au7AYb3ZIHSdUMAJoFnPoWvjGqkwmwmyZJoJhpAb0iZvYPkk9rVMAhg0+DuI5USm+Zsp1mkefCeiUEmpQx+/V9ULPhOocTSp4WDBaDjnDeqnTbDZ5Ugvz/oaBnSxsTzPH8RQ4fV/CeNKg0SjOr/69f4WAxG6EjBNkDIjHC0jKeOvbvgs//EPXm7Jn3nKKsAT2jyeYx3bAIxa2AGg02GbEBZDXEZ9x63lM2WJhJzz/vhtz0+EyUpwn62V/pau6Q1g5Nl5LZUHpGVqkAdR8s8izfdZiWWZHeZ3eMvYsohh4Ust+8IaVicD7RraZ200vaYbmlNlkNwNkDPjUv/4cpk84wdmnsQmMDXDxKdyLwpIxdkhs4oYzIHkHMwHt/Qbdg4z1U0P1MSnF7EwlT7DnCfubLR58ukV312JxL8L0NNoqbKJpZRQ0a2mqdklwOy1b9E+uMS0MwpLPf3ceVRIC+CuBv3KIHRAXGXkZVfogyCbBXBj4K1RK8ngCuD0n7AQU9OsLbC6GE6OAWcbirpqinhYWFPfj8UhBYC+wvUdqDcwILJ7hv3e3+Ax/yZ94F8yYsbi14hm+smjvDTwuc8ZXfflfeVGq0Vd9/T/Hn7jxz5Cy4L/+4B98tDWbBR955gzNakK/b9B69TJoM9JRhLmi/lqi+hosBUMmQ8EOGekGmys7kVlQ4y+dYH+De+y4pmEh5UoEJ9r7gpgpc2FUaKpmhyUNojARKpV70ohDI8itRz6QHdrdBHTu+jkO7rlWoEaOGU/+0B7f93P/ETZPGNy8yDj+wICrN7S4+BTBcJNeLe09QVgA0szrM7aAZMPEAJUmxpZgKZNyyFLJAqyeDdi83mH3mEH3IKnrvILf6mUVF5SLWSt8pvRcjgtHM0BtksykdPycZw8SgPWbK2wEplAAbPYX9zKay1xjV8NCa4T7CmYouGBHge3Y8FpJdUABAUrSU9njxyM2w+XnJy+QjcV4whhPAPj8P/serJ6N6PqIuKBMyyiL5G1v1XrhBUDu6dd+BH/syX+FH7n3GY+0bgEA64iff/oTEAYHk0QjZFEBkaP30eQUApgB8FuoCW3C+ScTnLQ9YCcyD6bVPB2fBDBekMaM7n7AcOIQFgZ+lyBJU2cUcOE60DWqww16WpQED55lbhs5SVdfA38V6RPQCfwu16Sxcn3J172L8qNImcyNX4h4/3//abjREexYPW3wfD6BORshZwlX6w7+3OJ9n9ICaOG2Bjd/LqO9oM9UYRL2NyympdQ0kvacCR9uB/S3WJdefnKH4/cPKjUkqBAXBFwkZKBVieeUNKbUIi1tHXoVdhxyxnRMiYbb8/OlRtkinvepglVZ74ey68ZjPjf7G/Q8AIAxC/yO323sDPa3LLr7EcYbhFZqglLxL5GY0T0/AY1Df7uFHROap8g62912WN7hufbWt30XQabHGw50NsLEGJGXrBee/foep+s9PuvkPn72uU8AXj4A65+KyP8I4Pv1//9HAP61iLwFAHLOP/boC/+16+Pl+rgGE+aDjhOc0vvETmDVBbbGHArpZdKDB2Fxb80ZsbUKJvDvz9RqYQOV2UBnY2CiGoUdGidGjQQb6VCPoFqrEDgJLVPHlAFTgASwmUkRaFsUrbjdXXcGpCPyNL9e42HP96Rs5wzEBHu1Rb55oowITlvNZoDZTwQoOnadedWwkdrNjIXKtlApBmIkuNAPwGrB96iGdfFooUyNCVFfK7mOn0+lFWaIaDTmko73RHb9NrKQ12l6Zj9RHatjazQBAwA0aktQ3a+TaJOsoE1Sh+DkMszEGDKAhoB2N7F4V2BGInOocXB/p7MO/kEPmSK+5jO/EWndITeWcZe6Xsx+IogCXKPjAdT3jZ/bwUzA2c/uHnntyt7QSXwFZncHYLiZ4e9buD2QrK47NTpzexYHpHMqTfcq18Y1KVJdUhhIRZQaoUYARlQzzglN0uIpOan3pxiSFo+Owu4oYBEAyKbnzfMOJSXlUO8HsFly+9kV2fQjug/skI46pNZXg89w0qmMIwETsHy2vICgP7XA2mBak2XU3h8hIVWdMn0HlAmUCRS2d/eYjlukhvTO4UZD8E80XtMTWPSbhcY7UhISlvZak5etYFpZTiC1yAVmN/IaeRYz4LXYykABlEtRDgGMahht4mvGlk0JDctQWQQFAE0ONUkjG06o7Z6ARFhk3P1si7NfJIj1VW/5Dkb2eYP42Br+3haiZk7Sj7Ai+Oov/fZr07JpxfeVbYZ/7/KR1y6yIJxEmPWEtHcQk/Hhq1O87+IGrrYdcpMhe9XTjxoJO+r6S5wMmlGNXA33jOxbrlnVwcdKXWYxH8A1XIzwaGSXq1yB4IUQMI7c16yyv8r0nH+XBSFyVh+bF8e02at5D6bcwsI92OHmz4S6DyR7zEbJgw7nA6oMY3h8griM9FkjNsFg82+WOP4AYy+T59TX7WKdAksCls9HABbTEWURJgLdg8hp4pZga2wFu8cbuGOHZuUhmey8wjqyGplapt+2B7rI95hK+oIooySQJmt7xmrGhnsQ4/7YSLeXbL4AYFqQJkxnf3434xH329DRgJPNJupelKyayh5xojUdA+NZRve84Av+9Hswvs5gPAH8Zgm/ZYRbWCzgryIWH74ArL0mn3vT3/xufPMXfwT34xJ//uf/CC6eeTTJxHbf4uTCY9w5+AeWRqGO92/5Xp4V/S29j1AwoKE0BQC6+wRKuJeSeFi8LdzAvSAq4yQ2bBYk6Xfh+J2SZQPklIFA4KpIFQqAa6YIGSZI8DUVgYuOgxCZIowxyN5U4AuYn4GSFGLGhPZBwPKZgOIg7/qMow8C/SXvSfdAp7Ft8XEg4yQsBJdvFNjeYnFX41TVI8IOnGIXudHRhwObkzMDvyNrzkxkIDUX/L39bQ+Ix/rDfL5TQ0A1NqbGplqVhCZfnO71Y3sgWZp+Nhs9tzRhBFBTTU16ac+hIO3B4EHrCHiB9ZSmAfy91BCoa65SBeljy9cp8qDkBV/xxT+Hn/x7nwNJwKd/23sQPxFI3iJLAztlBJURrj7SMyLzBZG7b/rvvw9v/9138Hr/AP/y37z5kdYtAJhzC/MrKzTg53RbYDwF/IWB3/Ctm8D61gSCSYu7AamhaWLU73I4FQynluCMVWAMogkxPAsLS8NOjCMdj7j+bZ9p6qf7rUz8vmqkdMjIwrVc1mW2JQY5IR55rqMSw3jICBPer2lp0N1JSN5i9Sy/QzOQEdNeNjj/5IWC+IVRabB5AzAdJdz9XEF73+HkfQnZMrVnOkJ9H2ZFSZcJDou7E/yG6TXIwN3P7XDrZ3q4nBEXDtubTH3JjZAx2c37NkBvnCIdPQQFJWZAWc1mjDDBwBpR41/BuFbPD4CSEK8+LlnZYTsCY2Q7ElxoNTq8DC8mMw9UJPJZ7M8M3CAwVz2k85DIuqr9rHNc5VNd2w5f+Kfejel3tAhLrn1/abF6jmck2VERX/WW77jGUPh/fuHfwBvcgC/9of8Tbv/IK8aafpb++/948GufBOC/1JXyGpjw7/H1cQ0mFHq3ZB7OIjTRKYeM1RiWpLRJQWkEaEpiwtwYZAMYFDfX4p1QGrEE6YMi7WbWbKk5nERlIxgwPiYlNuViCCyEA9HZ4e8lrVqMACG+iG5b3+sY+Dr9AMgIMYZU7aivBUA2exQKep3M5wwkMDEhqV+ETgVgDF/X2ZmZYPW96P/PxgCLBjJG5MbC3dsgtw4wBu6iR1y1gChNWWMkSwxlncQZg5qOUQzodEpR72EG8tJU80BS7nUCaeYmmBT/eZLAF1N0vLOwewIfceFqUyw5I8Oq2SUZFDIluCEgLj2ybWGGSJp+BoynNq+wV8x2gNvwu3vn53wz/uG//Xb9uRmnv6YH5iukArzs0s0EDwCgvacTlw2LMDMQEAN02h1R49eaq4RkKVEAWMAPVmOE3FxIJifIY67PSJnEiBRwZs7YzhZKzyO5SiLXu9kNpAw2bmZ3DCobsBZp3SG1jv4VjX3RFNFd9mqmqIWVUybQxR4wgB0apNbCjBoVGRLM5IASqToSFAgt8+yTbTiFHjOa8wklQilpY065S4LbjsgDgaHmfMR41sCMuZrDSczY33YAHJbPMYfbxwzri/s+p+fR08eg2TBWMBt9RmRujP1+Bh8KvdROdFKevE6PItBc0VujuOgXAzya8eleE0vjNgOdnEBRz5qN4Ph9ggefHwA4rD/cQDKw/sjIycKUENcdzBTR317AhA7Ngx4ICe/4/G/FP/rXfwlf9r/9PoxfahBXCasP2BezTx5q8QJYRKRALXkG8OyHbuhCI23T7uYccrfjGubnJI007QQ2gPd+N2FcLyqDhlGS+qMSVN4jdfJWQAYT1DxN941k2STDGpjdnt/30vPfVtNARgXGxKJEAAPAD/7EATW50Lj3oQLDedXp3sH99uyX+9nL5UASJ8FBokdsgeF1AtNGbD85IDmHxV0WrnYUdEYOfBS4V7UXCc0VdcrZMM6s2dCnob0/khp7u0V/xibNbkdO/XZJ5U25Gk4mr67vI2CdGrN1ginSbr0AM8XEtUh0aDYKZRhwYpw85omdTvPL5FMiNdvJEWjIjjpgM7IJG9emFs+xzXjnW34af//nPhsbyeje12I8S5hOyVoYj0Tfm8Hy5k0sn5/Q3D8IrQdwP6zxHT/1NcCd7mUNVF/uMgPQPDAISwJTbsfpdmjJLsqGwIoEAgz7xwiOlPg1yhEI8mQj2Lze1H3ZjnSDH48JxsSWr0HTT53iCmAOzvhsiahnTUHgujfApMMLK/QkyupptPDVbNruRqTuxeWbCWw83C7SX+NBRFh5lPhTvzHo7iYcfxBkXZVGr3OIWjsxIYHgVVgCwwmnryU6OLacaCfLNeY3kc1UzJjWFuNKsLwb4becRgNAs0m4er1F/9kdlncS1h/aI5sGkhMwcC1GBXqHxsAfuP1nLZckaRpCp4Cr4X2pUaoeymCY36tT6jqAahZ6yMSL7ey90WxpQFjWfwWRM/A9r/8BfPfX7vCPn/o0fMbJA9zrl4h/43GYCGyeIIuCQ4GOspfngK/+sm/HD/7EN+OL/uS70Xyaxb+68yR++Ic/D0fPP9q65ZcwnyXdXTag/pK/5fYcOpgN90bbA4s7E3aPe4zHM3MOOpDhAEHBlweULRQfkvHIzB4fxaOmfMcpVzPGLKYm3MSmADaiUlQF2hPXGNPDSgIOdL3EFzE9uwcJbsc60UayGsLC1ojP9t6AG4HmmWHBOre9TGgvLIZTPntux+fY7RL8VhOtelTD6mnFPWZaNZWyT4lXxt3P6XD04YjF8wPapUF/ZmBHoLmMmFYG/amDHS2OPjTAIukACyi+PAXIY2KMQCI9vlJj4DdBa1aH/U3WAChrtOf95LCM56kZ5uFC6AR+y30leTKlshGeFSuL5jLAK5ssHXWQMaC5IsNkGB3+8H/wE/ik9g6+6wf+IMwgiIuEx/6lYPu4YDwlEy10gv6G4MYvjPCXUx1A/J6vfzee+E9/Pz51/Tye/DvuFaN9c86PRhX7GLtSFsSPEePDj5X38SjXxzeYoHShQg/OkXTrCFHEVPXIZXIZEzPgRzVK1Iaq/BkZ5ilBoUlJVrqbATJMBQ6y/gOr9PmQOOWPERgnBQgmYMLc3E+TNvwCHJomiiA3Hnn5Mqjfoe9BTNR7WwM0HlBnc6TM3d+5+WeIUB5RrvSC6iuBr3do3lhYFSKQKSB7ygJKioNstLjzDjZnxKOOBVChHStTg4aIbFbCQhkDPRFmpkWwaS0acTMKkhrZScowQ3EQVuMac91wq0zXC8NkWrOhtsVE0xIUOjRNkkkZCiUVwRkCCWsPtw0sqlqLbE2dXgIEVUQNIqvOs7Fwm4BCk3zUq/gfFIM6M6HSjSXxcCkFUSngTADjkRLqRN32CV3ImFa2ToDLIcRJ0jzNPQQRUm2KgULVlSTIpSkaZxPLCpYkAFaQjjjNlt0IKcyfF1yL54dZVjNNXJ/BsE+LCXCk7mdnYPb8d26d+gYAceVn88dRvTWkeBPMIElW4AeAAlCGdEQ1KDWTSmVaag1TYyrgmJzg4pMaNBsWjuNa5jx4T8MrFg8HBakWV8Xh2QQ6Qyc3Y3Jm0mZrK0gNEFoWMU4jEq0WzmVSXOKjZERtivnZWJwkL/RsSFz3x7/gUCLmAE5JxicWjO7sI+LCkXniBJs3rbF8eg/TT/iyP/ouZCs4er+guaKmczh5lYdWb4FJAdksyFafgQyYQXQ6xglf9NRU+03SyZ9gOvH0qDECnBA5aLYJ0XMPiA1q/CNUEVblPWVNT6KMh6JdF5rN5gxnNXozabJDVrZZSDAXO4THT2ieOLy0CLSY4aKs18jmrEbibkYgZ4w3F8iZjAcAWNwTmKhGfBNla7HL2pCj+p9MS6mNqGrJauN1mMCyv2GZIe65Jy0/soe93eLqE1s0G4/23ggTuG/tbztMCzaApaFtzqE03NJISN1jynouUZTl57YXbBqSL/KKuSFuz4HpSPXXoJbd7bOmysg1c76S9uH3GWHDffrv/+Tn08SwY7PY3jOYjnPd30hJBzZPCB58RoPTX/b43f/Ju3H5ZoFZefxf/8nbsPwwWQVl6vgoV/KMQ/QbLeKX/A6mIzJ2LL1OyQgrrLiiPMzMbY8dJWi2FPy6N7GJUuBkQQqy2Sg4mepvwe0SJWcGavzGMw+J0h8AmqRDXxoAZAguPLJj+hFSQlhdrxcYXTpL2CrjKQPjieP+sYszOwdAWHsk72CHiBp3uuW9tgPP3vFEZZyHnjFDhjElJYDPmO3JvhmOG/SnBu29sdKtswDrZyJ2ty32Nw3M1DFtINJ4MSwYfZsMGSxHHyQd3o4ciNiJoENojZ6P3KeRCQbZ4oOgrJjqDRJQZWsA6hDCbxPcnvsFPXDUW+XEsAG2gL1KyJ511B/4t38Srz+6wDhZ/Mz7ngS2Dm+8iNpE2iot9JtIzf0RmUO/5+vfzS3MAeEf3MLtuwmXb3j04UPWNBirNld2JDOGzDdgXOqEOxHEuvykhg1q0un3cl6r5SxNna7xw7NU1022vMeFeVP8q/gHeM9LHGxJbqjfsRMF9ykVFGWbyC4pM/LFe67fzMa1gA40UoY1guGGh91zXzVDApJUA04zJHT3MiD0IWquFIB3NH80kxpfqq9N9d3xJQoV9f4DwHBqALRITtDdT+hvGMTWYHEnwK0tNk9Y3P2cDn5LnwiJuh94Pv9HH9jDDhHTylXfBNEUFRPp6ZONw1QBhxnYrMlaO+7hoh4LXtOr3BZzwoUO5txW2ZWOjIdw3MIMDv58oK/UL6zx95rfiavzBfIioX39HuaXjhBaoLsP9De4NuzIeNr7v6PB6jkHv0n4Xf/Ze2Aa4Od/9FPwvuc/BfYxzGljr12vXS+4Pr7BBI1ANAI2d3vmYmNp0ZxPCGuH889YIywExx9g5W37qBB3RpEWFCZCaq3qBgX+cpob5BKFmDObSikcB1yXCAwDm3FnUXwTSqxdvYywMCgsAiNAPzIi8OB621d+pzZFc1MLY5DjBJkmwHVIpyvI0NCbofy8nPm6BRQo7vXeQRZdff3sDCRpcRwToKABkiUoUgwbp8DPCMyfK0RgHCFTgDvIi4fhewSABA/T8/N6zahNjZ3lAgnIdnZtt0OC6yMNb7I6/YYMFzK8aoentTIrhJupiXluBop+NKNGbpafU34mDf0ipCfTwG4ijRi3Ex33pwg3hnkqtNcO0hmEkyOYMbBJBZDVBwKYm8FHuUwAHv/ndOWdisZWa8PVswl3P4cTtO4OqchhJejuSTUYTEoHZ87wDGbEhsXq4m5CWNAYDTik77P4ynam7BdKqN8aMkZEYFctIzgt12nSeE2ZaMiYlg3CzSUPtkiNd7ne+tXfpZGX+o/3XGO7nU55l4AV2KueSRjO0BndFbp2gjvvASuIS4/gHeyeUZd+y4aZmcwajSqCeMQvrxTJCMoYAg9cfudJo5aA8cTCxIz107Hew8V9jU9VVgLd2edpVzb8/ktzZkpKg0pIqBedJ17dgzTLeBrqd8uEz+2zFoL675Axg6NRm77ZOyEsitFVwvIu6n0zU6ZhZa/PYM58zlKG6yP6Ww73PmeFG+/dY/XUDsNZi5OriLCyGgP36GvX7oEbP+XQ3wQgLHLHE8HieXoGIAGbTw018ip5rslq3BaB4djCRAPbZzW/mo2lshO0F1Id+2t6Aji5mVZzQ5wsgQo78l4Ux/bxsSVZDxor5voIu+mBnBEeO1b6eMZ4dr0he/uX/GWIMchIVe4EALLZY7pFGUk4XbApMYLN670WrvOkqrnid3/zZ3tkI9g9sdBGNc+TOW3eonp6xIWF2yl9PBcgkD97WhkMx62mCWQ1MmOsWew0KtYA7XlEe4FKuQ4LbQaPgGK6aHcAzGwOmG2GLFT3O7CxuPpEge0FizszywnC77rZJPgdWRChE4xrW+9rc0lTQttnWCHYlZSOfvLByNd5LxuP4djUAn5/U2pTNC21kRuB0QDPf3HCyS9YrD4CXHwa0D1j4TdA6Ai+PsolCbjx3lzNJaeloH2gTXjOnNotmVLSPwakZQSed2ziRmBaqIRygO5TBJ0Kc8yMGcvn+LPoAcRnYXE/1RQdmnBGAqmmpIIQwAUAt1UzZgOElYe1lNvFm2vWHyFiPG3hGjs3dwC+8D9+N9koUowc1Rx6SlUmwSg8NjfJz6kfPD9YCg4nHnbMcD3v2+J+BMSSmRLVS6Z4BAnQn1lMK6MSBTa93TmZMtsnO01JoLxCErB+enbjn47d7HkyUkYCAPGC3/N4JLV5SQWIU3Dd9WyuquGgE7hdriCqnbLuOZr80qc6zMgK3rH5JBhrYoabCIb0GvsbO4PmKsBfBcS/eoIHcorbAnqAqKxvWlt0D1I1NZ7WnKLf+6wG66cTFs+z7jzpmio/bC8fbd2WtXv2i3NdkxrBcGxw9KFJ2W4O04oynaOnEq7eYKp0ZXWeNRlG6vdlhNInNtwJ47GtYGdhIvhthLuaYFTmOJy1iAuD2IiewwlNIGuvJuzsA+toI9WQ0m61phJBq8yu8WyuRb/0j70L/esdjt9P4Ix/38FtR0jKaC4D5YHGEHRamyrVay8IBg0nBBKWz6vfTZ+wf8zPAIkCzlEB6iK7c3ut/T3BKwkq79hGJuJcEmQKS4PFsz1W758w3VggrC2aByMgZF2UWiqsPdxmQnMx6pDLV7AY0PNql+A3M+BXmBaF0eE3SdNLZjDQbSO6+xMlQFZUksmzzW5HnGwmbN60YvS51kRmP+JNf3vE9OMLPD4mZJsxrReY1klZOqA0QsEWyQQ1Lj/R4LF/HbB6JmB/y+L4fZTP0Tvj429i/tr1m3N9XIMJkvggGWc0co602WZMzJWPCbtbC6yfDti+zjGi8HJE0VcbPVRTw80vasau0els+XOiKRAvMlKsZn2c2sM5wNj5zywsJQ6lAS/FadtyVBEP/vGMzEsdi1tOH/LMhFg0kGGEhIg8TgQGYkbuGGMnm17HH5jfUwiVWg4xs9miYfRVlUpYA8QI2Rex6AHD4XDqfCjZyMqEiJZ/Xz0SME7KZGCjnpPupUhImMGDqq8voIUBciLdEwAksxhKGkdWimHGEyrKnvLB4RcrYl5et7ApDgEF/U2CSQAwgdOMsqZiBgyBpuwMZCRAUwqyAoCUSWQWcEr5iJfEjONfvkRct7j4ZB6stqehlQkJ6w+3uHwzXamXzyUMJyzI3DZif9sjLKTqo5n0kGuRN60sugeT5j5rvJgaHkkCfFN05DPF3u2iah51+SwYz0l/jQyj3yMCmTFmCshujdQyKWU66/DWr/4u/PAPfoMaME0zE6ZIaXIGpgAZJ6T1AmazR7x9jOmYz27V/+as8hRRRD8jJ8CfD9WAUVRWE5eNyiPm+yQh1QlyofdSghMRlypnmQqrQT+v43PPbPd5giUR8GNhqKC+P/6mQMYEsYKEXJNGaGI56//JCpmLFTlYtyU9oxS5kgExol4ZpK1bAUzgDy96bkQ2rGXaLoGAankOufYzunuMkxpuNOjuDGguJ+wfb2EHFoN0kn60y0Rg9VxA8q7qkru7wNGHJyyfNzh/s4U/HuBvRuCDx/BbXXdbRtzBEBQYzhxpqPvE57wx12QLfpc1+/tAplOYPCHPhnDTvPYBwCngxkQIW/eUIoVJnj8Hht+530Z85Tu+Gz/yj/6CGvUKzF5lYV5jcafIxv90QZBXIz4Xdx3NzBrucm6fkBPpvygRkcVwLwL+YoTd0vsjNw5m4eqeYhMo1TLMZLe9PgvJInTqd7JP2tgLYAFjTKUXx46+P9SYC6YVEJeoFN8iESnrzEzccwszqvxdoyDAeMQCXZIWm0D1BEBE9bgpz0pplsuaL+u+UMvLfaLWd5YL+s0hPZqRtX6f4TeCe58PXHxWwMnPOSw/Qid/FuJSp7QPe5U0FjPNRnKFOr96OqB7YPDsFysjcQL8XYfFHX5v0wLwe9RGq3znTArQ726h9OVMOVq5sqCCggBNO81kDoBwaFoHGzDWLhmpaRh7rece10mRImSlTvMloicLyj1fzimO5inpZDJD8mx8/FY9CQ6blX3G9nGL4Qw4/dWs1GpOfpur0phS0lCkhfRs4K9JYipJVDNUV85fAYJQ3lNN90RlM0rrLt/NoXxRIvg8qOdBMVYkEEAwCYuZgUA2gtR9dVppKsWgjaM3nOv0AQKhXE/Xqq21Hj14ls8lhI51E58zqQaZbDw5QGKMH2VoBbDOS+7B/grYPm7QPuDna89TNY8twOgjrd2kbABtMm2fsRwiXB+RB0H3wECywdVnTDj/FI+wYj1h1OCP3xv3zPbZiP0tS4bUSuA3vGfl+eB/816QtQnIlNA+GJA2B7WenqkO4LBhigpYzMwLs5tQkrXSqkEyDu4j9xCeXOH3fe334Z/8f/8rAu/3UmXq0S9LuO4jB0vjMe/HtCTA1F4WgITPb3tBpsD2dWQodA8IXjYbfpZpKRVEMIFgmd8wdQdAjXWVTKDT7wTtRVR2AQFdd+TRne8As4CETPkQZiZGFr4OsufQQoHxYjwJKKOkSvi4X8bO1L3Zak1XPIHMmOr5ZfoIuw86uJMqB5UxIK8dmsswD1r6EdkyMtNugz5TjOiUYDUxCXV/p8eTQXMZ0V4ZXD3pmRh3QT8G+vbYKuv89/FKkI+ZFIV8GNH2cXJ9XIMJlW48RZjR8MGKtjYadhJ05y2NSM6TUjpJta5mcopKFtqy5KL/dHwoAdKli8ygNCkAG5sQr/8aUJtrAJzKlga8KbuIcBcsDAVna8NlthzxminN6RAlAq9+bjIOJCyYk5aAvCCEX1kFYeSGYxTQiBMAT8BhfIG0QQzgladdflb5vABginTCEGQoAImYuUHUKTCsBWzDiXNpCkVj9YTuwBBUJkNWB/dkRSmFujnrdO5QOlRABMmYc+EzauPE6S7lLMU8sFKky6XMiepzAQDpANjI+fpn0YZUYkRxhy8yCimv/SpkDgBg9hMkZrSXTS3w/RUlAccfELjeA5kOxIu7CaanYVB3j1Pz8cjUz2+U8p4aFpX72746hxeApTjcSxRK/4uZnDNKfZ1THCQlyEAWQm7YcCCRsli+F7OfEI4aSHBVG8gX5HTcbQeuqaloBHQNGcN1rj/f7aj/LhTH4s8Qjho2VUOC0XuShQe0HQPSouFzOiXmUev9KzFzlDGZCizJEGETZkMzAG5P/bMZkurXtfEygjTN7vuz5KVEh5X0BY2bEq1odU3aIUEC71NpKO2Aa6ABtDgt5o7mAASAyneK90f1f1EQzk68X6UIBlCnnWwg9NdFsLjPac7+sRbtg0mLUbI0UgEbH+XKOoW9M7v9H31gD4nMA3c7jwfDCsOZGhNOwP6WxXjMfcBvU/VPMBMBk9waTCtB+yDAiE51Q+aSCXNBnCPgtDmuiQ5xjqWzKo3h3qP3TWnY2RAocNsJ03ELfz4g6qSn+FUkb+G3exym/oiuaTtE7B/vsHpqR3lXY1UexGmT7QnUui2Bh+msZTEa6QNTIimztVU+VHLSU2PgriZq4Runn0tjWmOGRJqBul6ZNOrhIVPmeZYFKWUCuCodA9gUC8C91qCmjwKoNP5C60ZCNWGE0PcjDlL3XQLBmY9CM7N0SElGXW+Uqc3NARtwPnPJsTivILkBFoXanDLay5IoQPDt9L0W/e2ZXhtWBJmykcq2etiLgGWaGz8r8JcBR782kgXVO5z+Ylsp9LHV78zNk/ESn0i5xAwy+g2ZYGX6W4zZyNwqwEp5PUFYO8ajDpHr3AqyUGJXYgbNOLN5ynOXLZ3lgbI+9PcMcPKBwGepGNzFuS6xQ8LudQ3ZH8pKkpBx/P49xmOPrCayy2czdo8xdcP19D9x2wi/4f0Zj6x+ZsG0FjSXZF8V+VKyTAExY670a/G5gjgQEHAYZ0f/bCyS0r6TGgJD16UUEmfUY1oKmIi6b5a1WxJkkgOKz0phiSEbSCuwC8OGKvJML0y76i+lrES7d1VCCbDekKB1hed3QGmHRVzOtWQBz44/GHH5xgb3PtPj9H0RbkgYTij79NuDoc/DXqX2SICpjNoM00dIzvA7i9gIbvy0R39TDZs19aI/5X7gNxndeYTdJ/gt9+LQCpIac0rmOjaTgrHaCGfDupX1g4IuZTgAzCB+PzKpw9EcNC4dTCDTldGmI8bHlpDbp+juDOhva82aAb9PTFUr5srgIA9REFYWJ7+yraBr7GyNMwxrxsC7XcJwSu0/PZSUMTImyJTht9y7CnjVPohVnlPOdNsrsHBGo2Y7ZI3SBCA0XEzLhmvBlfsNSnb1+xJd44XhXP3bZL5/ZTBWWUnaDvCzUapEFhKZt3VAJmCdO4Z5UKZrw1z26PYTfVRSuSesu8wwVXYpY6gNh3UKWpjA78FvCzM4YfOEw+Ie963x2KA9N8qofBVr97Xrt8X18Q0mCOpGZhInPTJFmIsdcucBq1FT1lQTRhPy7LRr+RRbnYiWwy01Srtu7XxgJQNEoflhkROUfxezQ/5BXOuAi5DasYC89me9Y6M1BaBpKJNw8y2RoI1YP/DvThNyTmQOKNMhW5UOVImDIDtLWUMBBkIgCyHMCRB046cxE389zXIM5/jeDjwDytfN/zAzYHL4ecpvj4HNnyW1TSyLGgl8bzSy00YYeQYWCpgTpTpTvxBMKBtgaRbYjGUtjtjwyxRZKIwHwEh5vyWtoty3l4iGQ2SGO6CaSFsOCS0uhK7WZiLVuJ4Uj3BVzfIY0N4bkVoLf8EEDiQ25svnpE4U7W5C7JxKRcoBwM9vlRiRNPmB32+hgrPZEW10WYjqZy7/GhPsPlQZQ00oKYdVSIAzBE2UMYMUIXfP4ZYNYkfgzR406QUMkljudZ7XV4wKrFl+XoM6gcido2+F5iqLMiskCVKnPhd95OHoSmKIIC6dMhCEbAmZG3eYOaYM2qC7nlOUWpAbi6gTqpIEY7WgBVCZNLkWAgV0mdd+ZRboJCG1Fq4nol/9MdQolnpygmaVjaMmbBIKCCe1GZM+X9/Hhjj7oehzU6NND55JIwKXM4bjViUvHtsnDNZPMV/bvcpBg2Rg/aEdxhMyo9z9LXLrkRoHtws4fb9BeFoox8ksQrJhsbS/SfPD7gEbzqx61tAJ7MpWUAmOUoTrCrAMyaZqX2s8n+XPys5S+rGdKnvJjEG9UgxyYUKljLj0aO/388+Drlk1282tV/Nbng/+zgZXn3gTw1mL7s5eJ4WOwIyCPnEhCAsLt43YfYJHbGhG5zYlG9zwc+1HyJQ5ec4zIyE7o+dSrg26GSK83vOSmmLGpKCZGqnmTLAqoEa22QEab6x7A1VsdSMv6UXVXK+sdZ2umzCzDeQF6yRLebbK3y2O5lDZYDpgj83AtHFWmWZSKe5uX6RGprLQjEb8+m2C63mOPPisTOkBlGb+iDhYOSfsPsBMkXG0VyPMGJA6AqLNhhrlpIC2JNL0Y8vPOh6TOWEmTQ3QiWRYkhVSntvKtMjzPpRFgd8E7qUyr7XSPMQF9y44NWWMCvpGAjBMzkkIKw9/OdR46/nGzOBijZpMwHTk6HOxYWqPGbkfljW0u2VV2z4zQ9yeki9/Mc2AZcfkHjbpHjWJJ2W4PVMC3C7CDFHrpxk4cNupskCRCZLFxtRpvShAkJxOyRWc4nc5eyaVtUqGBmriUd0LvFRct7IAhPVE9IB0FsYZ6tQTQX2ME88l7yHWIE+RzKS6eGYfIUkETWGFsjop57TUc8VtRyyOHDZvNLgaCSKkhrr0V8NMKA2qTBFxadFeTvD3dyiG4JX63mcsnpcao10m4WR2CJJz8LuEcW3qYKZM7KGDNDMmuCHV2mc6KolWZY0BZhpR0rqyenMxoSnBBbK6Uuu5rtWUOy4bNPf2iEsPezViuWXhsvrIUGt5ozKI6llTQHGV+EgAzBCQWodpZbG/aTWRZTaVtQPZFckDy48MHHJoPVT8kiSp55bMbFijkqDuPj2KXJ9ZmzX0Taiyg6Tx2ZHyXTvGmjBWPbt0wJAjaxfJ5notG/KBgaPWA2XN66ChshKErL1cPmcf6sBEYiarOCVgH2FLTaBAYlq3yFYlqjoANJqiVKWUMZOxk7J6ttgqgwgLg82buN5Xz+ZXJel97frtcX18gwll8hQitTzFqBCojZ/dHzjuZ04ny1UeSk6KeEggAfYFrwEY5MlAkAgKTEGnh+WFTH0fAObfq83qwfsqDVpMbMoNJQbY7esUDQB+4Ce/BW//kr+swIF+hnGa/zuyoYIVZAhSQ7q3KFMDJvM8tQIZBDkESJnW5gQRNwMJ5T1IIIggdm62Ub6XuSAs5o6w5gW/bvgd7PYQo2wL71gcG45lsjEQCLLJ9cAvQ90yKTfa79YCodxuM2/mpXCojT4KiKCba6G6FzCneEmU/y7vOc4bevnuYaihRUWOLWAJqhQU20yxNn3F4f2RrpSRVi1kDPD3d4p4c9MWpVBy+q0F6sEEOSmDo0w4ShMAzM7wNK8r0ZD63q3AAbXYrZ8lpBlIKNNYSXS8L59vN8xrojBpWg/77AOY9aLGcALAD/3oN+Kdn/cX2YhbBd8KO8cqCwao2mAelixmp+OG77/VolVp0YVRJDEzslONypzGgM4JC/O6Kf4JNYZKi3jJGaaHpl+ovlDmiXYt9gqYZgUJCtplAjISDiRQ+p1W8EV0KqFFgtXXAEqRpGvZFMCsREmxmCkgQTamTugAQKxAIotxM4a56S3TnAn1+yx7mhkDo++eN0jOYFoZHH8wonuuV5nYo08aCp3T7EZ0uxHhdDF/Bzkzh9vOk9n694xuMbuSsgO4wKkpo2FV4oCDeyioU+6ZNqrNsSFdGjDzfTDQ+E8afBYT0JJmM/9/dd8+iH8FZmAHAHDIUNL7mizZP/R0KeCzQAaul/7Moj2nH8K4NjQx3LGbZ8NkqHUdue/a6YAhBUD2I9JRB6tnFYtxgRktTB/o6C+mTtFgACgjKOueWJowUmvzPLFVY7X5hujHU4bBoRlbaTQOG58yBS9AWGEsmEnN97aTgmEJMkzXAURdHwBgS7hRwTWlACLgxDhnYDc/u2bMyF4wfdAhWaepBKlSnx/lkpjVhHk2ISzMpWxy3XNtP39vdogqmZnvk1ET2GzyTHCrxTmqJ40ETl35cQ8AcF1/ldkWSLDN3tSpZtL7UCayqTF18OE2E+LCV5bCT/93/wXe+rbvUsr1wT2Ms/9QYV3VyXIS7B9rcf5mZtsvnudEezgD/EfohxAbwQpAe4dNWXtv1Ol0wipljbplU2OGBDMA7oqNZmptTRgqEZjlHhSmitvFKn2saSKaLMImR6fFmlBS2IpsGueGt3ilSCZZszCZ5qkuv5TkBXFhgDEDm8y9tsg3C6vTWMikzZezFTioUsfD9KaQIBJJ0jQGUta2CNr7E5JtMS0p11g+nxE0LvjRFy6fxdQauF2kjBCo/k5FpgjwHo/HthpTEsTSZ19QAbsSyYksNX1EksZDxgy70Z9R2E5l7as8OJw0yApu297BK+AiQ4BMgWzeUkNe7mD0DHSXw7XXI2AarrFuAPD71rWbHRkOBYxiqg0THKYVsDKC7n5EczV7FC2fo5wMre4TGWjPeYOSFciQ4K96pMYhNowptYlJUXZw8FcTo8LNvOdlYxT0NMheh5M9m3MTZp8I0f/JziAfogh5Xv+HDEkAtb4oYCwi+4jsrMqxDYxLCqpoypuebbUnOWRFWzI8s7PIWUH1SdTIVYAkjLPOuXqGWZUmrZ6zOP8UApvr91FW0t8QLO7i39srQRCvUcF+6674MSK3eJTr4xxMODgotOnJlg2yDIZOyCGwaW/93Pg6q41MadiKDglEejFPTZjYAMSlmgVpXKCEdHD4CLhLJ0oIONRWsOCgSU1xfti94583HgjC1+paYJzwNZ/+DfzzN1ZMbojpxZ9dp1jZmYPpqeHhVii9XljULRdKdVV6XlBTRXWFLtTzawyDQ7Ck/PxDFkL5HKXZKRuYsyq9iIy+yRm58UCO6p3AKaFJBiVxoxRx9TMIv79qSqlFRokp4mc4eK+KatfJwRivgTAwdvamKEyEMsGtLBOZf70UuaX4yZmocQxwV5gb7gIihJe4Px/lkqxGec6wKVQKZZEC+PsHVGtveV99MVvUKKpUmkj+OeNEXdS5HrObKbmcShI9L5pbGEESUrtlatS0S30KpjQzPbwFomfhpYacNGa0kH0P6acKJrztK74DP/Sj31hBs9Jgcs1YwHs2b7ru0qJho9Myvq+5T1+EkD2mtat06OQAyQIZc53GWpVhFH0iQQlXta0F/KjJHFYb/iwAEkQ9DqjpfAET4PBZyICByiGmVA/eKqtQ6jYATr8VuOSzIrN0QZsmySrFCai0ToB0xEq7TZneCQVcKs9aJrPB7MaD/cfg2tmj33k2ltTTIaDZT8jLBv7KkUUgQsp95/HIl6ib+qqF3Q6wl8O8F+jarr4mozqiQyfmKVMHrc+80akl75eQKl0n5JxYtoM6gh8wlWpjqy7zpFWjel6Ela2TIrvhn42tBdq5kcwi9C3YDkitxzs+/1uB047rq0icdOoKa7nGBZUdEhdOwQzAXw4IK08TuDHDbSYs71jSVrXhMTqBlzEiHi0Yo6uT4+wVrJq4R5ueaSSUEwXkPnBtWbLmzKjmvAJk46vkw+heWSJlXY+ZjlvOyYzakElSp/s8Nxllvy0A2AvlZuV7L3t2cz7C7hWM1P1U9HvLDnX9SmEGKaBT1nZ5TmVy1xo1CZyeu51gPGlw/MFYp9yMUXzEriyDqT1lyl5lXK4+++2DMLN8iumnZyMbkqkNeUlamZ3u+Z2ETr/3qwKMaTMXcgVRinkoa4wDQCSlualKmZ5IXtlI6ukUli1sT+8niQmptfjyP/i9XIM5Q8Z8TQZxOBQokbQAMJ14xnYuGOXZXnBN2D7D7TnZ3t9WynWy6J6h0bXppzmech8R1T9AcobrU9W6AwoeqTyoyAQqbfuA0WmHVL0Jyq5L35limCu6JsswQdetAk7JGyQzp0GVZr3KxkTZE8piK+vabgfI1R7Va6oMG0Jg/WBMZSpUs+xSN9iyN0c+xwpWZkuPFRm55x5/oEV3n/tb+yBU2dujXtkA01I9WYyd162ee/6SjX9SM0S3S9TiowwfyPqxA001i0lrMV8uFHuzPQDHFUy1u4DkDfrbLdfImGgY7YsMAnBOkOyixtNKVLAuAWnhYJ2BebBFunnE52JPY/C3f9G34R//i7+Id372NyE7RzPmheMQMFEqaCZ9HkcCa9OxQ2zo27N6Frj8RAe3z1h/cIu49Hjw6QvYMcPf2SCeLMks8ILmKsAMNJN02wSzHVkLN66eNaV2MGGC2Y5kZMr8HtKCEapQaeRhMsVL3deyL7stm30JCaYfaWLdNSiJQ/U1NHFsrntcZTAWoBxAZTYVmXEFvkX3E8s6JFcGp6npW4XqV4YXlT1SZKw7oL1vgOxoxrpLNAE+sfQqee167XqJ6+MeTJB+mqPnAG78MQHjeAA2ACj0HyN8KvXgKEW6RE6isxdOL02G3Y9z01N0cvoQZ2eAg4kWRJC7BhJCpXuxwD4oeMqvvZBanzLgBRjGWZJgDOzlFeUPORMgadV53Biga9HfXsJtJxqC7adKv5MpQvqDQ9JaNh5xBNryelr4te38PR0yLKxSA6yZgYfyZ8pnKcyEAiSUAsEXTq0WlqN+9xLm4tG7+XssDbMIowsLsNofTPxziYHkz3dbOumWItCMcQYR9j0/c9lgdUoPMVooJNLsU6a0pBQIxd/iMKFDX0NUoiJ7x3taPCYOv5tHuVKC+8g9wDmaa+70fa+XKg2ROtmroEWMiF3LgiQrhTkDVg0YSy48dNItAYBDBRjYQMzGY4fJEMk3cLtU6a/RWBJftjTygWPjK4OpB1laNkgnt+b1txvgQ8I7P+eba7HDe9zVexVOWmRrYHv6JLjnL3lvF2o8uh8ZG3kO+K5BWnqNHpVaCJaGozaDeaprxEwR+RBdzhnSjxWkQYzIziGuOxT5SJFKVDaKXqLrt+jpsxpJidI4ASB1jcZbTojHLSo9XY3PsrVVapGFTClJSentubr6u/M9ZNuTblv2LmMgqyX/rcBXnWYoA4iAaLr+rIsAMUFy4prKGeIc5G6AaVsyb0SAppmj5x7hMhONHaeThjToO+zWJSRSMfsIU6aVI6nZTOuA0r1lBmElIyws+hvUu9L7gwaUzC+XWtTEhsVrST0pU3ETMnPHgUrxjw0BgdSYKmcZzxptnhLaBxOTWXJGXHewV3smvPQB080VwtrpNJf/RE/NrN9ltPcnSIyw+4zlU5HnxxTR3d+i+zCqpGL5dCJt1JRiUODP+XOMrqO08Nc9VxSkzN4irjrYzYBiIgsRmH5Ce9WzGF14pEVTTYWLvKdMst1O79eBF0eZXhYdc2pd9ToxI53d49Kpt0GhvZfuEHVaXyImbZ/g7u0gw0g5XtRzpZzHbcO9ck32irnq654rdN2ta9aOrvqE1MmlgiDtFNE9S/A7rjvKwjaPxggzKiOCCMLSwl8OBA5U0lJARDa9es5bQWoNpgVBbjvqHimCsDToVae9uJuwfor7UFxYDCcGfpvVb4B7TFh5pJZmnXTIF4STgzSRhDqx5x7LSaUdIpI3aM4ZY5ys4OpNS5gAdHdHNBf8uUZTnbKQxTDqa8fOYDxmWogkNpxmSFgoY8KM8VpjMR23yFbQ3beVOUDwPM1nSz8i2Q7t/Z6T0+rlEmsT6s8HlRvSuygdtZiOVX8/pGq0Z/cBxgibyJBg97Gug9RwClzSnmg2mxFXDtORu+Yp4YZ5nVYmWOLnay44pU7eMjpXPZXyqnhN6XR3GOcaJuXKwkvLBuZ8W4EEZMP0qxFAikhHXf0uq/fSGPDYTz7gOdXyHG+UffiolxkVuGoEZp8xPL6CfzDocx1J2bcCU0xJncFwsyNzIEMTiGiWacYEtDRwTk6Qs6C5P0FCxv4xj/HIwO0N3K5BagyGM08vAs8EFEmmAo4lbnJa5TrcADDLUYUMHTt0aC6Psbg7wm4m5K6BudzDhj3e+Tu/CfFkgeFWO8ucQgO775AN0N90aC8NPOgLZPuA5QdG/TkGy/frEGkIkN7h9Ff4GsMTx7A9hwCL53qyGg6irCVn5NYje0PQeU9Jog0B7j7PtOwM3BhwdEEvs/HmErGjZKHdKfBQmIQNz3QONQkq2fOJQxlrZubeqkVQI9/qcVSMFJVRWOQrZU0R4FBfuIHng+wDa96yVsulIJ4E1mVmAOuWlMiSSOrlMgb158nIrqnnkMSM9u4e3TMK1rUe/tKgu8tz/LXrteulrt8wMEFE/gaA/w2A53POn6W/9v8G8On6R04BnOecP09E3gTgFwD8kv7eP8s5/5mH+kGlOTxsaOc3garvL39W2ATKGOixkDNZBIDS2DktEY2d46+jHrTZCqCNb2EFSFR6vQHRVShFLud5+j+M83vKSkfyvgIFAGYPg9KULzoFFyJ9DKwB2hZp2WLz5iMamam7sNslTq+NGjcaqZ/rWqJEVl+Gwkawht9RipW5UK8ytT9834cSgcPvGpi9GOTgn+LTUF7jsPEWgUC9GQpDwls1qVHKmJE6IafGU5unBMDkOkGWSYGEQ0ZCec3yXuNBEgXAz1z+jFOjysPPnGcwoY5LAX5/hVZ2+OuPchmD8OQtFvj7Cdk5mMgGQfrZsLAefDFCstLyy5nt7Sz3KNFD/tAYLSMHzFpRYKbfJszTXZn/fqG/1isBaATJq8RjQYBAQkJqrEagCczSwxy3cPfYwUy315XOC8yvTy8SUr2zFm2S0tzUlnUTGe3IyEk+F9GQ7ifaNFU6oDGVlZIdIH2aJ0dTnKnWB8keVaqgE6u0cJhNFQtbBbo/xLmIHhVo0+ddplj9GBj/BlIjp4jc2qrDnKUInDwU0AEA7GaobISasAKwmbC20hUR0oGPxTy5RtIbOalgvnxWkRlUK/tj46vMBCkjLx89OFpihruaqIkOWpBZqQ1v1kmuASqYWiZr5WOZSYs5J5iW6i7vABkASRlTJ7UgHdek3UYviAvdjyN/T5JBDKiRX4dZ6uW98nmx6M9YBLsd71VqHcSpMZ5fITuDac3mukTJAYywC0qzpi+A0uKhjXDic5KdqedAoc7bXUBuSrMlCMcdbB9qowqggkuxsQCamf6egHzcVX+M1HqupdaoTr0AXHMRWKjlyAoiTOm6VCEcmM4ZQ+lMNZlLlY1nhwjTR8SVq89ubdIK9jxl+MtpXpPOXgejC4An5sAvZUQ1BTZ6zg0Kng2GwwAAUryDRMgk9PNebPbUZ9vtoy5c1OfY7UL9/rK11YsgCyeURr1jUjvrxc2kOmed5haWQvJ0hp+OHPxVqPKeIgeSzIi62BqNlsyAgEybA6mZHSIkJkzHjbIECMQlq0ZurUopHKUUseHa7J4nYLh7Yll9DpIFzRIFGI75M47OI6aloUFi2euUwWWmSNA1keEQ1g3cnu/P7dSrISulRc9Hs1cpSx5hVEIk6k8iw4i86hRIUJr6EOH2EWFBhl1OAjju42HpZ6mXUst5zgBuLOuSfxaRPiLG0uC2nl0h039DAZPUkF1iR2Ul6B5oAj2CygCjMgtFCIhZDmvQeKSjjowDY2B0L5VB0zYWjbLSUn2egybFSGDkZvUEGgg6VunaI15mP+HoA3uMZw2f6YlnSgYgQSBR5aoga674fUVLFtm0ELSXNMakoS/BCbdLNeLS7hmNmS3lLZefvFAfEL6H5ICwRI2RTfoMSAYQDmQUSnajiSMwnAAmCIZjwdUbOtixw9FTEc1FA393i92bTrC7bbG4X4x5ucckL9jfchiPGUU5rRy8DpUkuLn2OqipeW/462lFP5pC47eR4G7W5JRw0s3m0wrYxdYgrNuaTFFke2YgICg5w19FhCUHImYI82ChsbC7iXVDUt+ulOoZKCECwwDxllLqnDmQFNYqWZkKgD5WZeBZazOC87OboxDQAiDJXR+CHQ4sU/mHQIeEVF+jeFQgFa8HwSw949o2wwTsE9z5Zq4j/j28MgTpYyRFIX+MvI9HuX4jmQn/A4D/FsDfLL+Qc/7flf8WkXcBuDj487+Wc/68R/4popzBAzpfNRcMitoZbaS9rwVPFtEpysFrdYzDy1Ddo5AWLVPURkxI2RdtrizjncxI74Vw1LIwGOwMMhSNbuNnXXVJcShmjtOEPIwQfxDHuFjwEF4tSbXKGblxSK3D5o0LSACa8wHSB+T2IDkhydwAHTbuurlU7wSjxb+13HxCBBDV58ArO0KduEqRWP0H0jyVt/Z6ugNwfWJfaFjlc5VNVCc/RYYi0iAjwW4Hbs7XAIjZkK6aOQ6Tbqa6hMummDNyVCpl0euXNIECLIhwAlwBDP3ey3T30Eei0MgL8APwu3F2js98IajykJcZwjXfAAIoelgcTuYSP1c4W16LIaq3duJBMIiF22s2/AEuVFzE69S20M4L4KD0/0M39sICKYaI1Cry9VJrYMZ8TcNarUEWHqnzNDfb0M8gezZZ/a0G2VJLai92+rN0ilmm61173YSu6IsPzI+KgVe5l1mIsgNAdg1fM+p2rJPGUsSV9WLV/OmQmijlsNX7XqUSKc8Mo7KedR8AFMgKCbZxKlnRqTOUqTQEFqXWQoYJYkwtAkqiQwUAjQFsrvtDbuzMGAL4nE7KxCjJKiV6M6UXA2iHpq/e8zVbXydnr3btQhiJmg8AL1jKTGrSQJWbEEgYj0QLUaaPxJa6/v0tg+GUTX46ApqruXml6R0gWRCWNBIDADOyUA0Lvua0ZoNnBwINNG0DzEQzrWy0qJ0Av6PbuNmFOnWNC3p0lGQf5FxjwfozW5tDY4TJIcOkxZ9+HwaUQqRYv/NcAGeQUppaTqGSNxAjkCgsbte+mjZKVpAqsHAUbRrCUcuYSzXPKoBXcoaFaUrIWRu+st2FNE9Ky1pVEKJOT0OC63uVLZlr9H4zBmUDcSp/eJ8Ri+GisuHKekwZaDDvqYsOuXGMcE0Jdq8dSJLZbHjPqR+aZj6PDs9zgABrAeRCUGD5EadkmUyk1NDVPHvDfUMSJ5J6hpqDs6SAjiX+0KqhKgBNRKHLeezIUHDbOXFlPNI9VNjUA/zo3RhJ6xfw+81AWDjYxsBtA4YTp3p2B4l8HTux8bNjVmALde+LnUNYO9gpY1rz7EwNdfDTWjCcAsvnaKY2rQR2FDhdX1VXEA6aCT0DJGZNDkh17WSnoItz1S8ordrK/sreQnbKPLl/yf181VUwtDC9yDaIwDCv1QSyHwpDrMrHcmZqSWFmxQxpLPzlBDtYghMKyFyLgc7cgyqzBlDgOlXPkmsNqTFkbooAywXSwiMcdwreKCCSEpljk8D0zUuyDFJjgIb7SRb620BZGGJepceSEbh7G9gNTW4riIECyurEXSUoENE1Vkyj6VVTwJwiZ/JXE8YTD2SZTYa1XgAUHC9fkQK1yQGhRTV4FJVTxZa/lxz32dQQ8CpgRFjpMGME9jcMQtegc2TNdA+YhhMWBG39lmkY+9tMGFk8uydlvzGVnQpRU0yVKhbpcpn4l89hx4S49tcYCQVE8JdcgEXmUa64pLmo3fOsDUct7C7A39vhweecAQDaBwYJbo4aBmapwOHQrUiGjQAN1wyNpDkoLGBEXffKyoEcRKWO7EGqvNJLZT8AQG6vN5+y4+cqySOsI3mIldjIWcY8D1AEACIZl/CCHHW9egucHZEJ/tr12vUS128YmJBz/nFlHLzoEuao/TEAb/11/RDRLuaQ61Z8Cqxh4V0m5VqcVIfeWnQTCc9OUWo9jCrV/EDWwAgvbsShs4AVWC3sUmMx3GiYe64blUwGBtM8mSw6p8NJKQAsFtQvxwhZrwBjkdcdYAzisqmb/HTSYFxzutbdm2aEsRRdMc0HaWkuAD00FbkVnVRaOxd/1gBHqxkE2O5fUMzpd1P8H4rRZAELEhHW3Db8+SNlGjPIcPAeCwvhsOkxbNAk6J9JrjZQdcPUg6MY75XXKk7BtSFPGSKG32UxLQyBjRQwT8x08lwnYwUUKe+x/JN0zFl8MQDAKApc3v9LJUJ81CsTEAm2Ns552VaTuOLJkK2FmIzkW4SFrWZT2ZBm64qZnTMamQYFUqQ+FpyKCYI+KtmxMAiBTRq/ckFYGPjEZiS2Rk0M52nOdOQOdMSC0JnKPEheEFuH8XhNZsSQqCnvWACMawO/TeqmPimQBTWtmuhpctB8Zecgh/cj0YW9FnaWjVl2FjC5SiquXXF+FgTlZxXWCuphmp2yEhQIKOu1PHcFzLoGcJVfx+xxUJI4alF9AEhUM6nI58OKIK5bpM5Csudb2esz55St453Kr5QFoykYufOQzZ5rum04TRMFUJ2CpzGiMo7KnmMtcucRVw2LbJFXx6zJqEZTsILkfN2Lsud0n88P7914yn1rPEaNikxeMK7Z8PQ3cd0DQRkJZfobVvy9aQ2khlNdM6jXShBuSct5rTMrneBEoffGRuAGxqX5XZrlaqpFz94gHDM2LnYGYWUZ9WeAcU1N/NGHI7r7E1ksU3O9CNSruvmXxjfnmlJT1k5WtlUx1gKA5mKqTKySYy/xoDAtbIEhKLCn73ll4a54f+nWbqrBl9EJKr8YLRanGeDOfgZlJQGIgc9J57gHNfq8a1FrQoQMbJamI4ewsoBp0FwN83or669pZm+VqLryeoaARbV3lMAtOgW+uEbRzBO2YjybG1clIPWcNo8KhPHsSU0DgMDMdMqIz7gwaO5P1RMptR5m2yPcOkJ2NNP0RQYmZA2QraU+A7uIaW3Q33QqA0FNFShr2g5MgCjsgdiqw7uUP2MAOIQF15vRrSpq3F0W1iuFXQZQwZedwPYRF28iy6g8C/vbwHSScPwrBm43xxmHTtDoWiySBAnqG+VU0ilSmV/FzDQdrncrSMYiLxvYTT+fhSFRsmYtsOqqr1NWFkxt9LyBvdghtx5x6ckG2mujpF4ZNeJO/SP4ZfBnF4M6m3Nl62VruGdrmkvsHBglydeLnVMAiXuV2fTV2wMAwQJNsSreD+WsovylDKcU5NW6I6vBdgHOSzQnHPjfemZJUu+lV7PnirBGAgiqKMMtd3w/hUFj+iK1cZiOLIrPlEQClKkx1cMGMSOseMaYSLPjsGBSih0Yqen2GcMJ721shHuxrmm+L0ACEDvUxBgTiBVmy1oDUZ8HByyf0TMgcg3vHvfo7gVkT5ZJSenZvs7j6k38EYv7CXHhETtKBk14ASCjTDCCuLme180599TUkkEZFxb+MsxynSnV7614RVVmgJmHGRCVui3pr1MNbRtT2Ye50rXMLPUq983KXCv3A2TZIidQ4qb3oQ5DLNk4ZUBYak7JmZ4HpadRaVYS9egoMm5rKxsI3pHNFiO/pMKsUfPH2guFNEsx1NNGbAQTZLReV/bbq6t1X7t+O1y/VZ4Jvw/AcznnXzn4tU8SkX8N4BLAN+ec/8lHfZWc5wYQYDGTE+n9IVCPrgejANWgMC8YS1eml7lBnSYV45NaxBkivnHVIHbclNh4aVrE0kDOnBZ7pMYaNWUpBVQxnBNE3R8KNUk3mRSBkyNI47nBFHqTFUzHvjrm9meMPevuUzdWN5CYSROfDlDDQtWOcZ4AFfS9yAGM4Jo5oRFOiUrzrfGTtdIvkoWUDmirM6Bw7ZAchlnaAVyfAgCztruAPQXIEMamFXorYq7TZDNOFTy5ph0vrIniN+EsgYQXpjco2FAK6ypheKH5ZAEeYgQriTJWKmBHnJu08lke8cpysN4KTXkKkNEooKAFtAEQQR2zxmgVWUJswAnPRNOj2XwR2rRoAbDQ7OVMCmLyUG06f81O0GJHabQd3fjdTo0Ni2HPkCrtlWZgAr/JbL6EIEZzpfKBnKsDeX9q4IaM8YiAQqHPQRvSAqLUwztpY2pcvYekGx4YHQLXJhSp9SwQ99NMWzVE9OmpYiHiZ0PIQsWOXMtyCMQVoKmwI2qec65rtpoiltcC+DwWFoMIshTGgZrBZl+ZBTIMcJs90tm6si4qi2qzncG+8nyVvcireexyQZ26+qcg5QrIlM+ElPgMiSC3jh4CC4/puIHEDF8+5yNeUlhQ+hxmb2tBl5wW6xm1YS+T2qzMVK5LMg5ix6a/uWKjE1v+w2aM/0zHbIRSmyBRSHkXgYyC2PHvmagTsh2L28W9zOjJmGtaRFgYuD6heTBiPGuQTgTDCSfLfhNJYRfB/pat0YBZqb1lC4yNgdsFpBWNQ93lgFlukuZGRPeGmSqre3p5drWIP1xHxRzU6BqszRGuNzX8LtmkJdXdy5Qqg8CERLptacoAlHQb6ae6luRw/RZ2C7gPAWDCwMIjgdRgiRl2O8KIwO7s/LrOEBDodb83BZjPFRjNah6JroF5cHn9vCiMt1gK4gMfAYDGk51jBO2UYB/sSOsOeMRLKriXvUHKpn5n7V1O8jgtDMjHHZJbomTAUzNOKrgZYgUgJAFuIGMhi8dwQ6o3yOJuht8RyIoN0F4kXacZ/U2HcS01PjIsua+73tZGLaoCyQ5Zp7/0vEiNkHWj5mgSM/a3GzrbHyt7RxiNt/qQqWCG27NJrEZzYW4s+OEPvqqskoNCpy9TbgEkmPpn7W6Wp2VvkRdS/WBMH6sEdDrxZHGq7MZc7elds/QIK69Gi2C07BiqC31hqVxrHgsgl3P1lqDha0JOUtk1bjshrLy+F7LF4qrRqF4BYqtMBeraJefKNhRNIJKD+rICCFqPpNZVZl6V88nB/88EMswYKc9U74halzzqpTLcWhNlZas2dv6ZIoAT7D6hQfRMc3D7BMmaCAJgWhl0dwNMICMnedG9V7C7bdGdJ8RW0J8ZuDaj2WQkB2yeEIzHmXuw4+dze/rcZMt1Zwcw2UbBetuz1hiPySbrzjWhSWsVv01k0TQGu8eKeS6wf11CcgnNuUX0NFFOjUFcWnTPbyqrLqs0FjFWlkjSeFWa1E70BvALmIH7YTazbwKAasYbW2WRDbxnkhjVOq9PwfTYmutpAsZj7uFuj1nOqOwQOWQ9l5pZ97ns5wESAEicPUJYX2TEha9xjVkEcekhnlHapqcsrOypOTEVSKaIXFjarZ8N2q0yXivzlrVPWnhkY/gMJ5VHF9+EMVS2XTzmsNNcDa/K7+Pj5Ur5YyjN4YWOxx8H128VmPB1AL7/4P8/A+ATc873ROQLAPwdEfmdOefLF/5FEfnTAP40AHRmTROyRcdDoDSvywVyy0ZEBroPl+i9glwCnMDkfEAzztTB2c0cgzedLRA7C381wW0muK3Sp5xBWDkUMxPkDL+hXksmOsamztdCWjIplqIFl+TMTaX1yMcL0p9LlJ0z1E0agdsFmPsDcmNhe7p4++ev5qYlJki/ebG2v9Cbu5ZMg2u+EQoqGDs388DcUJfGvxykaghZAYBiPujsPP1MEZgUjKjOsjL/nYIcl/dXXjOZ60yFMpWd7/dsPLnvqcU8Xc/siKIxP6S+H06Qy2ct7+EQQHBzqgDGkdGb1sx63Rr1GZGnLeQwnePkiH9v38803Y9yXVu7/pjAVudgppEGod5Rf64sGERNfNBDxvap0tOSo1zBxIzN6xy6ByzGXM9mflpZjGsWXYs7dEGPLZH/2PCAby9jpXa7HXWYJcVB9GdDBDllhKWD60mLjR0LkOZSNY5jxuIu13VynJbmAUiNYDjmzwwLwc2f29Gcb5hoXNjauvaKT0Q+YO4UEKk8m8UduhySUR2pzcQJFZkKSrnW+5pbBaWA6sycnKn0SFEGj73s55+lzJrUtFo0swgUzPniZX+Q3QtAs8IsKN4eRbrQDwQuveP7G0dgGJm2kLSBU7PEMtUlO0ILD6Wgp9YTzPAWslTTSi2008KzOcqM2iq+DmW9F2O20qDWKfWjrt3mhBp/nfhkL5Apw28mxCXlMGbMmI4sxuMGyaJKFFxWkHQB7F6fkdqE41+yWD4XlW0j2N8UXH1GgNlYHL1f0F6I0mf1Pup2NZxCm2eguwP4rYJZCer2nliQxQy7F7T3+ff2j7UYj031uODaz9i+zmF/i94N3R2g2WZMC4G0wPGHE7r7BIvsbqrU0GteHyWKq4Ar4NQ4Oas0WgVHPZ3AmfwhvE+dJhlkUEZRgIliwGq1SYv6+XKG2Y5YjrEWsXHl4S4n2Is9EBMZLEO8DpQWs+LVAlWyY8zMZCsgrk7UZAyMrzQdwRVttOQqEJQvLIycgUXLM1Tz5bPTialILZbjUYO0uFmTGrKu89ha2CHOZ+/hZA9AceJ/8OYFjj7s4B8Mj7xu2/YU4aSjyaSagkoCppXFtLY05nx2i3yyRFx4ZWOQej2tBbYHhlMHNxjsblk0m4zF8wF+G2DGiPYiYn+b0oTjD0e4QUH2hYEd6MUQlgabJxrEFgqMyhxjmJkGUeIRzYSaGFE8QqYV5RT726RlH3/AQxKwv0mWTzZAe49Nnh24ht0u1RhFO3DPduf7ui6yt5Ci15kimQYis74/OQIDU0RaKtBe8NXiO3W4jxQgrAGlN4lnT7ICt4+aGmQBz0auUSBsPC6v3RJw2I5snPQczo1HOmrJGNiO1aflWvIOwDNzSqpzTxhPW7T3CiiR4PdslOiNNV2bysIVd1epIK4MoTZgedVVmUFSCVBZ2/5yAC6Ga6BMqS13n7SE5A52r6Dlq1i78cZKKfJq5LsbsXnDEmEpOPpAD9NH7J9YYVqzMV8/FdHdHbF5Q8fBw5lFWAqGE8DtuCaHM1ulNBKBxb2I/oZ6AFhgWgn6G4LpCBhuJuQmo7ljYTfqcRMJ3pqRwIHbAs2GQEOpfacjoL1PwHh3W6rvyvGHEp77Qgt/xXUbFsB4O8JdWMgkePLHMuxIJoGkjOb5HbrNnnWSFcC6ynqBcQq+GkaV5oycMsajJVmWGqvJlB8+W4UtYiarwDFBKBMzWSxONKlFEJb0X5CFQbPh/fOXrFnCWn1lWgvjLdx2rOa+lT1dzi7fzd5HhR2pyyEfSDv93Q1y1yAcaeR7zLC7EbLtOXzRFDCo0XHdg3V4SaBB/XMiZuAYYG+ktXFqDCQ42P0ImeY6RizBvHjcYPv6Dn6X4Fv9nO99qOX72vXb7PpNBxNExAH4wwC+oPxaznmAqudyzv9KRH4NwKcB+KkX/v2c818D8NcA4MQ/lpEydZnO0AsAQFJTsaopCwkwnLJKH9kULDzC2lPXZjSeRXTSe7G7Nm02Y4K96lXmUA4SoxFjqdIBZQyk4rce4aipTZBEbmwAkLsGyfMhtztKFQoyXimdRmp8md2OmE47DDcbLD+yYyRc0ZTGzOJwPCxo7dy4O8vGxHs2KoW5UJtsIW1a1OTwEAQA5u+ggg+lsDuYKDUWMCqXOAQcSrRSLQYPqF8pI2fV6FudFEVqwq4xTUpTP07zxpwz5GqHKmcpDZsaX0KK+0++DnYUtkH57MWspmRM2w6y6Pg5nCOA0KcK2oj6QeQpQIqJXWFTPKSM7NraXT6Rc+MQ1y0TCVSbV7TFRdNZzChLVBsPeMPmqgFyLAwETrDchi7hbkioyQ3qij1HH9EErGR4u32sa7FGEZbIopyQlq0WhLY2Pyai5qZXV3Wl/7kdHaPzILV5Xz0fGfeEA3pfAqUOItqYoOpzAdRpLkS0WBUCKZoJLdqYZm0e69RRnwPRZgyN1MYsqRuxUXZE7lw1tjPDpCBDUslQgyymFoQVlddGssbYlWepPBNBeZ4Au4SS0mINZLcHlgv+kzOm2+v6vdhzw2ejdbMXSDF2bajNTKrXNgMLappCqvbfNMpyEMhVuGb8CEkQpeEmy2nqi2QhD7l2j9evz1nNz6YVJ6l+m6ohnQRlq6jxV9HahmWGGQX9DU5Q09kERIHbq+Z5TOpFI7AXFusPsSGa1qgeIGVqm5zSZYNKFxRIMBE6VdV9tyTACLB5XYPxiHrz9jxzyHjJtdvfcJhWAr8FuvsJfpvw/BfwHpz9Ek3cqkFnSNc8WsoaKOkiw+0OWRsn0Uz2qn3NXBqMcIMaopGqjZxn7a3SuTkdkkrHnY7bao4o+wlmN6ImC5VisZw7Rd9aANCyRsu+WaRaL6SuFoAAIAjlDItjzGdqXlAukxrq3N2Wz05sPeLaV5Aq6RS4+pyINkJOMB0RGMtCPb8kj+VH1LegTMs8GWa5sbh6spnlMM68qIn8qOv2+MkMAGHlEZa8J7Zn7JkdSPH2S5qJhjXPtMlbhI6NevcgYzwSjMcW/Rnd8JvLCWY/IjcOfhvRXDoaU24iUmuUxcT1v3vMUVfu2YDNiTpc59kCJvH3Y8v1nbIgLICs4DHvAf9p75PtMK0MmQt7YP00zXeHE0F7leA3WqPoAMXf36Gmg5RGTK/UOcoV1RdByhkOUI7l5z9r9gOyc0zbUWlNHepVBh9rqjJoGc48vwsB0LDps3sONyTqe9R9wO5GTpudIQhs7SyXgLJsVF6AcfbEAdjYSj9Wz4d2irVxk5wRThqMx2wO2/MGzVPnfOSOFmwoE9+75AyjIDNyAhyB/rh0FURIGkXb3hvZJB5MdMv0O5x2NaUgC9mlD3Mdrt2j4yezhAR4Qej4PkxjMa24DmEEqbPYPMHP5XZlTyYzwe15X/a3Rfdrxnq6HfftsGDaR3/DYireBg3BgvEMiMuEtEhYvd/BX5E9EB1g91ynAP+dHRkO9Tk1XOtuIFhQ5D4nHwgYTixixz3abdV34crg6IMEHuxIMM6O/F5NSWXC/P1mb6t/WUkHceqFkzxBwvHI6KCFUdnZgmyNA4kmgUPuv1kYM0ofjlyZG2V/9Xq2mjHSxHdKrK80spZ1jZmHUYfDNKNs1KT1hAhTl2JUWVma9+00Ih8zfclMEbLZIx0tMXzCCrEVdHcG2JLss2rVm8ZfY7TJlGD6A0A5AXnZ1GQLiHp6FMP2kgyhzB+yMshSonHqQy3dj8uL3PGPDWZC+hh5H49y/VYwE74KwC/mnJ8qvyAitwHczzlHEflkAJ8K4H0f9ZV0ilILb5uvU4gS5mLEFfo4py/hWAGHSGppcU1uLpjLnpecMElMcJdjnf7ZkGBGpQ8VVFyNgUqkF0To4m21iCpFvOqo64NeqKe7PfIxUWezGbhxaoODTKqV30QWWDETPCgu7f0wfxeH38tE/XZeLiBTnoGEQumPEdhTA1gnpaWxLhOq8lreK7pakheKi3OuTIe8XnBjLK8hwvdWJrPqCVHfYpk+Fz04gIwZ0JDiYZDzDFBUYCIBBV1ddMit4wasDVphTVS3Zp2SHdILs5D6Zbb9bKQI8M82npID2yMnfX+q45XiH7HdqzO+nw+NR7lyRu4cxhMPtzWwZcIxsdCTPiCeLdHfZiNv98yNzlYwrYUGdJaTrEb5O929SemAFkld2ov7OJBoROQNJEqd3kqgM3Z19dbGtBQ8aeErAyB5TsW6+0ERfB62xYW73tvEyMn9Yw0efLrB4g4Q2nmCWXXPOSMbq87YRL0l8j5kaxCWdm7iivu/NdVZvWZDa0PNRI/CrmEDXpy4C3NFAinO4ajhnxFOHsyU4c8BaRzEmRozKqWhKQyWsu6z8M8U0y5gXvcvuM9VFiSG4F5KyL6pxUNJKCmHe1x3FfQoDXHsbHVpz4aaZ7vFPBn3HmY3sUEQAj5ZPV8OgUpkoH0wwV4O1Vz2kS/9iGFhKpDgthFJteXNJiF6QVBdtwkZJrIxNpHrdToGEAX2gSMIoFIdrEmbXX9IsLif0Z9K1dgmxzqt6MntFZsvu2dTZSemTJiQMa2VglxAJSNqTprUU2A2h0wNC8fF3YT2MmFaGjz4NE6YTeAzJtFwmrct6TrmOktFz5i4ahAWZOMkp+kPCrKZITERYihGj6gARTHDq+7ZOVdAqjZ8GXDbSd+zo3ym7G0xI2hzLr0jq2AggFUduq1A0JEFNU2ANNcn0OXf2rhVAPcAXMiuUR24wXhKUNBf8T2E9RJhYRFWtk79khrGljhPO/KZICCo6yOi+mSkphiomWtgtISI7jyh0O8hwCNTbhNlGv3NNWLHhid5RpbGRuB3BBokZoxrA9dnhE5d6hPB2tjQlb65AtoHEaafdI/hVLO7H+E3Ef5ywnja1LSBAhAw6pE+C9UJH5ooogBD8mTiiAZexFYbuo5gnNsCp7+W4PaUtiULtBcZ7UWEicBTX2Fhe0ACQYZuTwbaPCm1oJA9V4+EQ6PN5DnJJasnwe4CAa2mSNF0KNK6en+rVCsVyUGurwVl1/mrSJNEZbdlpxNfAJJtTU8xw1QlnLW2A65py6usqLCvVAIGQD1suM5kCJD9yGmurpdpxbSC9kGA6SPSyRJx6TGtXT33ypS4yRlmbwBNbkiNYzrKFCrwSeo8GP946PNzwNox+vnJknpkfQ6B9pAw3FpgOHMqV3EEJ50grHgvSpKIHQETEravZ2Tl8pkB2yc7sgf2PPfcPgI9/7s1XIubFcHW5ICkMpvUcJ3ZK4vuLmDL2TsqKJv5/DSbpJG8+vesSjEbaK3A99VcJYxrg+FY0N4Djj7MeiE2Apn0eY9ZmWOUywCYJQ2l5hZBsgZx4aqhaRlolMvuE7pQQATeU9OjylD0q1Vppq6ZmEnY1eGLKwBY6cedgRvmNQYAfhNobAlwPWi9ycjceGBinslCtBboPDJMPff54jocmxjlWKKEU+uA28cKApQ0LgVsl/oserKlq9dTBvxE80nTR02O4N+TlCGj9hQAUtfQQwmgD4cIUkf/l+YywAxRk0QeDgh77frtd/2GgQki8v0AvgLALRF5CsC35pz/OoA/jusSBwD4cgDfJiIBxMf+TM75/kP9oPWq6sfq5l2meVrspcbNNPicMZ0tsL/VYPWRPex25ITFCLqnr1TLPRF2FYG7ZHOPKVTasuyJ3NWDTmNVKi1uIr6VlSqajSAVp+3MgkZCIkVawQC6tAZgHCGmBUQPwVVHI5wdH2IpMVpKya/SgTo1PZiYFcq2d2xiCjoZo5okChkLws3rGisA4N8pyRhlml8mWoeFSSk4vQVWLWSj+rDGH8gXag+Caz4JJY9cI/AKS+HaVXwfsoIibTvLLKyB7AbkZatOz6lOCcuVvUVYs3AW1fHS7Ky8nwOWA8DvTKnrYi1yjNdAD+QE6dr5O3+ECe/htX39Av2ZxfKuIO9YjIqAEyDLQmt/07ABvOR3EzquhaMPjRjOaHDYXkS4bZjjokpWc8zVv8BMIGjQGMREhNluQwXBqptvSDW5pNCPkyP7YVpqQ9ZrJOMBda5IdGwk5TotHC7faLR4oZlTWHuYMcFtBxT9ZzUmnBLgTS1Mw0Ip9FbgrwIXT8iQHAmG6ORzvp+6ZvyMuFeZhoH+DH2vMdNxXpkR0GJ/OmX15Da2pooUuYloA1mfoWFS6nGe14FzZNqUFJByFRAixepuH04XiK2FvxrntaqT7XBEeZSZMuBYLCbVc0qkPtuMaZaGLBotknRK7dRrQ7QCKlGDAGNIk71uKPkqrv1jLdkBIxtGyRn7x1oMJ9qELdWrwwGSCIK4K4G/UhbBuSAbj6MPAM2Vfp4E1YEzxiwbwG+hBZAWuF7X9sSi2W9J3XZ7MsRq5KiQBi4hUx/qCKwVZ/Pmgkyc6biZG4dNQnu3x9XnrDkZ7vlzy6QtegM/xWp6lp1B9E2dWmUrKv0QxIb0dRMEpldAT1Cbj+JRIiq1sZf7SnetAIV6+qApeyVqegLXQqwTZhjA7vjZzU4NEb2bk3EO77d39LSZlC2TDT1cnFz/c8W7R5+l2FoMp06bBzYHZsr198PaYTwyzKJXxlQBTeo909cu9P0yBWs2ufo+pIMoytRwb07OUBpSzGrdzPZ42KswHs4/xdKFvvSl2rDTmT7XRjjrurMjWQn+KqC5AJZ3TH0GC82/MLn89vrozu0ThlPqvpurXEGTEt+b1KSPP4ffTVA2T+wIMNiR0oXpmFKd5fMJzSbpc8f91W+pu756vUM8CrB7h2y5Z/srg2Y7zj4nmXGuAFSKwkSEaj4ngDEZki0kCOuVPkJGDm6yMUitemjswrxmX3jFDNEmLraU+iBAwSTRPQ4q3ytJJ7bWcWXYgkQwSQD6FiTM37kyEyCCZPmZioQGQ0BNtVryvB5PGgVBBX4TKLlbNBhPPGJrCIq2ZFVJ5Dq1Sp83I41EzU41697C6RkRFx5xqQMmZXSU6W9qed7GBSNnzfCQVMYXXOe/8wS7xwyOniKYNh5b9DcE7XlGaDUmUwTVMLAxGI4Nlnc0KjJm+B3Xn78ayXTzlCwCTNzJghrtCGXJmIEpJYvnAb/js9FcXT873J41RjaAjMoI6wgiyECg9jA5aVrRq2b1TEb3gED0nc+1POc3fCaisj6ai1zPxmJszIU671VZaxTJwLT2leXi+ogUDIwaUpekodiYyqgsEqPKPMtMDynv14zz8MNMaQYQPdfFtLZII9eOVW+OXPyLCqire21um2oojpAgNiNDAW+wns5J6+HCai4KpONG3w/PEwkJcd2xF1Fvq5p6pbVO1MjrtCZQ6DYTzHaoBte59ZjOuipBsrs5gavGizbKTnL04Hjteu16qes3Ms3h617m1/8PL/FrfwvA33rkH2IE4fETTvUsp4mSM5Lqm7I3mFZq3hfU4XpnsX2yQ3s/wN25AlKi4Y8VyL5M+U2VRlRn1IKEJ8zNQ1DTtmnWR4molqyP15JCXTzIcC3NxTDOLIDdXifuDSnWw/+fvT+PtyS7ygPRb+29YzjDHTKzJkml0lilATQgCWw3BmP0hCofr9v2z8ZN28aYdiMM2IAwQkKgCYEkkFQJuDFu8POAH2oP3Xa33XZWSUhiMmAjAQJrQoUkpFKNOd3hDBGx917vj7X2jnMzs6ryZuVwszLW75e/zLz33HMj4uzYsda3vvV9HRAD6FSL6alt8Oa0n89O1oWJYQAge8mvFjYJBAB6dkH6vWmEofPYo1cAyM9UZbb3yqJ1q8VHeu+VYoq6IEUlGWmpsOl/jzF7O/ghglnBmTSyoEGJKZDOJYlJpm5VFECDR6KoLs4XgNnRuXRnpeNSFYCBoLZKD3c7nVDGmk5FaXgF2Ig90NJ2cnxJAKqqkbUd0vXtOvl7VO9v3UKSuO1nWKHz6Rzp8kiJUALjhzt06/0IDgC0U8AEmSe/8WMNijMLFNtGOmmKqGc6tdJg7VxFpRJg4yOMIWAZsmAVsXb1fejXIpGIlypQlKh/5W6Em0e4nRYwgJ/0hVRSBWfrpLMUI274A4MTLy5QnxaqbeqOcV32dNA0uhIjECiPMIRKxCZjQSBvYXWeMVnU2SZIFyyJWkFAIy6VgpqAIuop1mLHF8FRrrkIUkmRkmmohhArC9OY/LNcGJBaY6YuCRFpYtsn4bRU/Y7V+4gZiC1WR3ziSNTL3Vx1DVIngURoKar6t+mEWhhLHXvqOOtauFMzuXezY8kKM4R5RX9FrkmmTlorAt8KBPpDY+CT+1u7sTQ481yDzc8E2IUIaG09u8LiSKLQigVduwbtQkqxNnpECiG3iAiVQ3UGqE+FfG5sCbaNmDysoO/E6NiC7N9uAflPulxBKLziECJgWn+DyVgOFZxtVKMyXexSwMQwcoil0Oyr0wHltmghlLsR5S6wPGxykWeCJKx+rezHaZJlIqRbFR0hjHpFcl8TTEegKtnEIReT/X0T4XZb0LID10VmBSSLUk5dOKbMuqEkCpuKKh2JsE1AGFmEjTFM6xEmpVy7RQfTdNllQkQTnbLQlF2jLI5+EcloBSUBUF1XoSYFkQTIs03MVorRape0ptx1z4l66kpuhSyIaZdRrpuFMJ067kXQnMkFvRTqyN1ELgxCYv3tI9gQTn7lDahPMcodRqeAF0Wg3ZAry6ZEfUasG4sga6upLOrTAfUDu6AuIGyIPym1PfjOoxqJ5WKXKtw2NlkYVK6BjlSyADECspBS0Rm2Y4SCdG/GHgs+CsD0i4xipm4QBnmfcMuI6uQSYVRg8iAw+U/AmefIfSfUc+3a6t4j4Iz83sRKSMV9LLSIdkrvTt3bkOwH07nErA8FZ8ABGcg2CgoRCyOCvDzfREBXn6dRC/UmZqcIswx9F9o5RAU4qAugnbMbDBEg22t4LDtgWsuaSQzUsgB2WmEpOgM/LbG8oUB0UvyyARCBMLJi/8oAIGBgtEA9C5IrRGE4mFkj9/5iCRQF4tpIn6/I3eAwLQAuxO2k1rxIn782yL/DtNrXugXkmu/cajC9n7E4LCOL6TgXNxCWh23W4Sh2ScRno4yIFZ8L+XO1LbB+724ew2Uj95MfG3TqIhJLwLTITDK3nRgFnM+FAmUtD9v2axIkYKK4O8l1dsuVz7qNaNfFxpSiOOuUp1t0U4dDnyacfr7B6JGoa15e025WubBPgIHpJDdjK9pJoej3Ax5r/tNEmE4K7G5ilCksz5LyjIxdru5RMhph+nwi570KKKTPYsUJIbHcxOHFw+yq9pKCblyXIGtBitBw6cBJMyHtqwkgVlBWHxEAhIEWxtIMpcg6muJVHDUAlYMfOxl9a0UbZXXPtMsAP3Wynk+0ojXinIxGlg5+WmZrVSxCZlH6adHb1+peaxcRdvUZ+yQLZkI8IMKHB+U49hNXS4DxkgQXFvNbKtQnZJbKRCmo2g2Zv462pzDTXDYDv1nDNozqdCPUfrVcO+ejUxo8mq6fKU10VlUrpuThnRwZihUv22Q5lDaNtlMfeRFdzGGtHEdZ9p1vYK8zAxHo4VN9cZKibUVrIDsjaLGdRhIiy4PUEjCpciFOq3TtRM1Os+pJD0B/L4AeCdaxEtgketMnGf05K03LOAEUVq05V2izaFvp7K6yFNIWaqkvyFbHHGJfqPG4QhyXMLMGJgleTipQLFa6RT3fzTQB2Z89Cael80pikwlQSFobZKRzXRZ7QZF0rWuhTnY3qnfdqjfJ40QsTFb25sLAFwazm0UjwfhC7OgcoTkks4TkZWOPJfq5PAMpqgHpwkO+higURxFX1A7S0qtCNWCi6AWYedsrEKe1CS3KbT8uZBcBRgu9dLwpcaRGusGxLhBLC7e9FHBi6YHDNT7+rtfi1a94a7ZVpajdWaUBJrsxdjLj6KfSxQsVIbMKYNGxhVvG/oGpSUW20jQ2ixMmrQXTxVycUFBFfU1o8xy3RiqKUqd4r3Wksp24X+txUuXOQSrkycV+VCitX2cBquQeN3rvOAu324v4RWcRjUEYjYWeb5B94AsV3DOLNms3kPcCeKn9E7Vi6xZr1dtQmnxcExYEggCp+VwAcGXRrVdoN/b/CIgOKLdEdyEVJLOnUHZhmN9EaDdS0gc0R2RMZe0LyEXE+JEgmh3ci8JxEFwlfWYyDqAFOEFBFc5UXtP0s+ApEROrPREmdUnzRMEIu/TZmi6MnDwbWtEZKbaWoEUHLh02PrGNrReuY/JA0KJOAGIA6Ka9PSpUyV3uZ/l3LBVdYKHttmvitmISICFEIxgWbZHikZmwzQBNYlUBX0cU0toFuGewJAZcApAt5b3OzmS2mLoAGhUZwE7jPlxJZ9csGlBj+udT1PNZ0UwRq0mbr1m0hHZNjqHcDlmPJRWKScwylCbrZCSBzGIWUeyGDAim2dukug7Ic8YtgwBoCswkkUzTxn5OPQi4FuoVPvMFBBsBYycPi/ZBqAidWt11a2kUhhB3KIM+zYaMQQAKHvgg+1uQZ3usS73+wp7wWtjYVsAw27LOrqeRx9RVVeaYOjTIfaX7XpRizjYJTEFm4SSNj1DJM7w63YmI3LyFWXRoN9bl89mR+8w1wgCJhYGhxBax+dqlTm0axWBD8DVgOxnHATP4UJkfzW4mnX5K+ZFBBoMFqOpBbcNGxfOkWLIhwqsmRXQiQpoAllgIUCf3feh1caIUcm41B1HwjFd0QgSwCFmUMTGFyNns6tVuyHhAuS2AomkDwnqF5aECsQBGJyPKrQ6+tjBeBRX1/qOm070+yHPfmT2uAeQZfqzjIiTdXAGWYj+KUAv4E93+1m1aG6OTjG5C8GPALoX5lIDaMJJ9rtghxEPA6KTcy8VccgG7jCh2OtW1MVknzI+cgGo1oZuQ/i5kVg67xEASxgyPVW+p1QZdt8KwYgJ7YT+0awBUXLTcDih2POysE2vOsYwF2SZKgbvbwO42aA5t4FNveS2+5i++G6YVoVoZlSERUtZIezIABS2M2lLq16w+M9ZUt2KFbVHuiCBpeabNDTIp5IFQFXsYEaInIAAILTmPLKe8OLmcFDsCONlZC5o1+ox3YNVMYWVcRid5lmlES0dcHHqB3fS+sXQwyWLaiQUwogDWtolwW42wzwzBzA0wKWAWkt+FIyWY5NmZxsHKk400GFbtIFkYNX7s0E0Mym0RQOZSXHOWhx1sywr4CtPMeEazuVK7DDHESlzbYIIlmaUthaoVNTEudgLcXOk8lRQ53XqJ5lCBcttj+tltmFM7/RslSj6ArDeQlNU73xfRxgJtI/P6xgDs+267sX2HlTUpi6Ev2BOrgX2vBZCKuOTN7VzPMKgEXIgPPQzuPMARZjoV4EMTBkSWgndjvf89CRSwVjLWzgO2kC7WqTPymlGdCxsAUpisukEsm340IrEZ9NowEXhc5o0PnaCZmWZOBJ6Ib3ju/K9G+j111R9DuuapmE+MhPS7E8iSRiFIilnpqAulbHnLBG4RNKGXDdMufQYyYuUE0d1pelQ4nUNyoDBGhRVDDyA0Tc9WsAYYjyGtbUW6ncuzw/tbu1qU7TAeeZFDLIFDn46wDWP00BITvZazp9ZoNox0dk9ETB4E7KITBo4ev1BIe9Edtsizn25XH+DLLj9MuDCghfjIcwlJzpL2hdI2qQkwO0uU2wvE9ZEkIKVFN3VYHi4QKkIxl3lCLsQj3O22MFvz/DmPvmRw9JbvAh05JO9diy5C1PlOPxYBqegkWZGkS5IYEyQpSPoItpFED5DE0a+JHZ5rQ55ZBiBAQBIKizqfSmmPMDqbzpkqbroA1uIk0Q+79QqJpZCsXkkR+VjL75IuuI4fcBLm86CqkI5JaXtA0ZrMXglTEfk020vAEppb1lCeWoCaDnEkHRjT6GdhRKQVgBSHy06SYxYQIc+MOykKzc4cPB2Jd/u0gp84SYZmHcLmCMkyjQsRP/MTi+Xm/hNb4yH2YQXBwmBx2KC5gbH5CcpK2eUu0I2l41tsE6ZfAKotL+tSC2kA2S4u1AIApkQuidNRBNp1I2tgGfcIQLWbYqFKDNBUCoDqZAtwROS+eErq6c2RKluewhLK062MF+i9Bicg2+5zNrD+mRmIGd16Jd1MS5jfZLP2QjGXrnW2wNTurwibcj6HpJcga5NRnhHlfzPvBDSYzZFEX5OLyKqFbtZ9AbDHnQNAWKtzd5h8hJ+qIKKPoDJKJzWBSKWT37ej3XQDYUIoQB6zi4zJneMEuAUtDmdPKbD++Q7Frkd0Bs0hYS91sUQ3FdA6FSFJjDPZERYzFWU1pJ+/hx87JDu7bmKAXSBWBu2asoA6uY6RAQcjbkme0RwusDxU7JmNvpCIhQAJ0y8ssP3sERZHAC6A0UPAU39jBjCjOVwjVmJhuzgi6vdr93lZV8rSMDsyGtjdvJaZS6EQVxM/EtCFWBTyoyUc+WRAdapFLA26qcP8xtQF14I9dYitNEDcUvbuaktZUDGxAUQk0i4j6hMN7E4rmj86gsiWMHpwAT8pMU12w7r+uo0CzbrNX6PIe+bMfS1MIhHUFWBHRoMECGKCuFY0XoCBrYWwBhLjSQF2GWUwsJ3Pz/84LtGtiZWqCBZKYeLmXrVLpOBuNwpxFppJoVnsyhoJIyfOGywgSqKj22WQgtYYGTtrOpmpT7ePMeC1sTgHGYP6YSmq/FR0MZobR8LGKAnVFmP04AJm0aEA5L2aDt2th+T0Sgu724AVRObColsv0I0MRidaNJty7M26ATtg47MtFjeIvkI3MVn8r92w6Eb77zpGB3RTgtNC3dRAMZd77cgn1LZwTDjzPBkTm91iMHpEgZNFL8bL1iBMxGaaCWjXDHwlbg3Ryt5uVXPSNsoEUBYNeblf/JjQTQHbEupTOn8fVfMgCshQnWGs/4mHXQTNBeVDCWMHNw8Y3bebRabT+tn8/RM4+sI3Yjyp0G1W8M5m8HFxg+vvDWUsAXLPtFPK61yaFXK9QgWkEblyS8Ci+lQnz0BHoGVUPR35/WI1CtggAsJ2GeBmokOVQHiz7LKFotiqar5JQHtkDBwZI1kBSy4qz7PEjDAdozqT2HhqGRqdPOdjFAFUImlWAIiVhdtqEWuLdtPBH7Zwmw52Kfku+Yjy9BJ+Klo2SXjY6fhRakIAyE02YRB7xPUK3ZpFNyYAFu26RSwqTL+w1L2X0BxyiA4oZpJHL27Yf74wxPUR1zaYoA8l6boZsR1qI0zjYbZ76yMTI3ijRLETUN6/IwIoqehe0QTgOsGXhaiuA31xG5V7WBbyAHV2j3WgPEyLbMuSKZBpRALoWQBJkM0aKagN90V2ch1gxvHPvgevMt8kh6nCbVkssNGRjOm4TyZK+f3ELCMRiXlRFv2c1mSSz5vHFWjbY88YQSqylV67R4yRGWQMGP0xZis/PS8iyo4EtgvIzhOp+5/OA9jLWFid5z0bgChXxjX0NakjHaY1wrSQxGQpnZJEWcsU+sAozjTSjYux/0yM6UGEdDxEwGQsgEoQ0Ugi04MLhoAoLIhORTxTJ3U/waZ/IK5/Qc5/dKJD+fAMdHpHXDbGFSYAXFMqzSwI1T0VCbVDslaLZc+eIQYyV46ksxNHJezWXB4i4wI8Fs/27KFMlMGXdr0QR4jZSDq2PgKWsbhhJA9FI0moH0mHhFR1mYkQDq/BntoB7+wCp84ghgA85cYsRBVLi+VhAROaDU1mAWCkHZCW4VopQIJ2I9JsY7J8QiliqbaT7kBiIiT6eXJ2yMrzzva/R4uZ1MXg0FN5ZRbYZjokW7GDS4lQ0mLIyXhh8nUnzzDOQeTYdc8gKf7yjHuUIpZiVFtAocYLk6ODXXYwiwKcNA+szZ1iUtAOrEKyyy5bXSarKa5Knd91MgtbmgweCF3dwLQe7XQkQMIhAz/e99LVbjTUMsugWwOOfAwYP9jBj41Scq3MfCtV1vjkcS9rzawwYsLYiTBo+ty4p2GLHoICRdrNTbZj3bgfwYpKi2+nBvVJD7sMOm9qsLiplA5WCbTrBDe3AoTtGli95xNdGgDWfvOzsrc95UZZMp34rEdrRBAsdeQCC4Bp1bZVu5LLI6IrYFrp+CcApNzqVExUlfLDWftc2ic5FZjSkeJCPrdsGQv0Pxvl31yYLAAW9N42RAC38h7K9sre5Ho/2nkn636UbFghz5J0aAZgIpkzV4qwCIIanbVmNJsOoSKMTngFB5wk+EpjpoiezaHMKXF9kWdkc7gEMWDbiG5qQZHRrJtMrWYjAmfFiYW4r9gSbnHWtbughatgz8Lj0Md3UMymYAPUpzrYUzOEjbEyS+TeDhVh47MdqkfmvWhs0pGoZO+NhY631LL+jO87o7YBqIC6RQjIU251aNdtnk3vJgahTCryyvZp+9EaQJkxAEwUIT9SejdXFhx7e1i+9wsgQ6imE/jnPA3degG7DGg3C52PR7bES0BMtMh7OdCDeMYz3JIzmySJA7O64KT9i+ZNviY0b0FamKU1HCeVAAlJByTttQTdaxmARRIxNB3n51ksxS0GJIVqAnhltEPuQY7KRihs1jJYtYJenW03bUCoHXZuLYUZEaTDnjSHyMfs1uXUqrnPUQS8AwSwpqWHm3mEokCzWaDZTCwaRoQcv1v27izp806aLxezdkXwMMLXBoc/3SLUwtxwOx1CbWE2HNzcwLTA6ASjPhP6tZGsgQtxImt1hr4byWhaGsGK5QqIoCM6sgZl7Rjtg4VSwAW3iEhOPIn9ltw97Myr5omBWwpQKoweRqwLkO5lZtEBn/2ipCtVBV5/qryHiiIuD4nNtW2hawAi8DsSwMAt5bi6EUAWCIU8c9J4EFu97xVUFlZGP7prOtGasWnN6qiOaQOSdTR5yPMWAvDKKFrfgEiaIEnUlzyDS5ObOmlMghi9AGdiOJik9SbvA6Ls7mNVFynUDrtPFeek6Zei2ljK746Vg9ttVf+iyOABtWLnyitM6Fg5uVes6MEV0wK+dmg2jOhhQMAR2XtkNK+diIYIIrKQ7pMxDpabw8VsElc3rmkwgQKjPC1CMm4uqDm1HrQ9A9TKjxRlrR+aSWI3XwgIoAU4AHno1EV2fqCm05+PPb09hL6LnsTnOulW82QsRWyiEa3SUeOKpsHqOEIpHUxUOlaQim0fgNkM/pETGUgAAI5SyPfvywIklHJ3dzetCfK5DGKrNF8gW9Go+AvqSn7XYilidsbkn08+yvnaREa2XQT6h2r6/enfmjywEZcA+A52ZyFWdlUhYkPLtr8O6RoC/Tkn/QVnV1RvU3thpRWpr0moLUiE/uzCi7BcYcGg3LlI1lSmkdn0/DXVFcjn4Jyeu9/7u0IAFcWeTiEKse2bP22sXciA4ux5zgsI6fRIAl2flp8v79+RTqV+vtQFuEd2YJoRwki8vs1Ckrc41s70SuJrgtJQWR5QUZX9s/DWqIJpfaaRxtLqnGwakRDmgB/rvcMWsRznJCGU4ubglqxK7FIUSmeJM706PvBQZtNQUtMHAEPo1izaqcHyiDIo2tQp08SFRPCu3A6gKOeU1Pi9JpbJusuPXaa8J9ojoDPhjExfTJTlXMAS51nXWFm1dk1Cjf3r7K6HWfjcsU3gD0WWYq6kvKbE5lTnzoMBzkqqAYCjFK1m6YViuF6h2O0EPLIGvD6R/YdFjMm0XuzaGgXAit4yMk7qTFm3Z2ZyL2xUSgXXLkgjCZ4UAhBLXGPQrVksDlu068jiTvsNo/oXsbAYnWBM7u/kOkbp6oh4GVB2YlNW7nIevbGtgFbd1AEgBC2CKSZapSay6vmdhbCyiniEZREDWx5SgVt9kvmRQTstUe1IAsgO2nlJnXZJ6rNgro+gzoM3xmAY4L/dixgCTF0BQWaNjdeRKQPAi8VYAhLcdoOooplCl7e5MJTEFCgWEW7XZ6cVlBaY6d5D2hrmCNBK8QJZ96KPg2yDFlQUKxeEZBHGqgmjbyXf13EXIoSNGmHicqKbrgUpQ4e1wEhU2KhaEPn3WsL8RqeilAmkcXDKwOiU+tyPD6X7RACVLHxGyDO3QcEL8gxfyyhIqCzcIqIzNu8JAmBIx94fqtGuu1ygnQM6P06QglqxsDCtR/1II5ThZQu0LeyugV1W8BMpDKqtiGK7FevmtlPgLoAnlTIeexHIpAMBZhQLKX5Nx4geeQQCWmRVWwHNhs0CjEnglm0aHVJavLIcEtOsauV6yqiQ3MtxLD70/MdfQGwk2SEr52eCMB5lFlyuo7xAOtKpgwsSxxLjAdPI/1NBEy3BtX13O4s0JpecBMazaCPIxVAhwELBlmRpGQBfGy3uIDkW9yy6BAqzibCNPAf8iPKasiuieL1VrDABQCTaIYnZCSibzmXwmK3B8kiRC6VirporKmgnTENx8FotwACg3Swzi4YCgzcr2GUQoGsWM1jSbPTFCAXOLJtYCvuDWJw3LiZGJyLcMmJ8Aqge2AFbi7AuwtMUGWFkUW4B1WnG9AuyFuTcBNT2U2FPRBVmhNGRBj2+9PxjBXZk3cm6IJa9FLq3+RHyXoMgnX6308nzUxlwflrkcRqzlOtpF2qfrtowpgsIf/ipLHRttKlmvOipgMVZJdmhMgmQ0GyKPaXpRNNTRnn6Zz0CYBc63kByP4XSoJiFvM+tjt6K7oaMHdhAveiyAgTJzQqJcQgBeZnVynjhsw2u6SLIB0Tfl1eyZypzKyawmFbWvdNRVM5gk1iPipZIs+ngawGJxvcvsnNTLGzWrCFllCVdEnkPyaf9WqXNV8nV/EYN8lGeYQsrYAHL/tiuy/7na3EO68biAOKngL047dAhroO45sEEM2slb2cGuiDzpz7ImYUoBU2MQFJR7ZRalXQFvJck3a1cCmOkyPdKb08d+hiBtaIvuqG/IxXUVZHV300b9goOpqKirhAOr8mvaaQrRN6DdpVG2S6xRzsBAMiAyqIHPwABI+pKEsy1Gn5kpWuXaqqkuTCZ9ODDsgF2ZwJqFCog2Ko7gpPfk9toUa6diAZgL5AgRBCszpWnpJiNETumWQPUKw4SkQXMWL0Wq6MG1konVkcUqA3yWeX3lmPym2sII4fy4R1wVWRnjJT0ysM+9l7rXdwzY0mLVo4xsUHSvLJfQQJ96MUVjVEbNQGf4rhEmFYySjNrEWonwm37DGJg/EhEMQsoTgm9Els78rkUMvuPZSPXTB8SdncJdF7GSFbs4pJwEMX+vLOqr4IyhsVf221poRH6JDhR8aKVws6PVeApAjb2IIwf93OVIMAXaoGaBONUY4Q7D/Yr10SV19MxdVOgOSTdgyJIh2O1C5KKETYEZhYbMaOqwrzCWJjJrHbu5FoCELMiMwDtOMsFZ0Mwej0YyighIDoLqwmQjBmo6NbSA05GAtLxUIhqGRWzVoNRkbE9nebUDY4kRZm1oBBgtxaSaIwruNNLoSmvTYSloIVBGBdCrSwkITZRxpDiWEBLLqyOBUC6haMydyjSrLubdVmYlq2IRcbSYHm4wPKQzXZd2D8OJgSt0y38xGH0SNcnrKR2YxDwoJhLUVWfEp0Luwj53mSn4FC+riL4FgqbQTHSzz6/hlmcEVbWSCjleGIhiaZboC82tZNp21R8MExH8JUUKqaL0umeVJmVEJslTFUDziGOqsxSiU46X9Mt6dqWWx3MUveFlY7p6vmAdWZdu1yx1CRtZIE4gmm9suSaHmgGMgMq6+8E7kd5DCESgQyrJohFGIvOiF3K6EWyl42TCu1GmRl8UFGzZN9n2pgZTMmdhTzDtW3uunMpgnTsgI3PdXJPkhaAndKBW+kUh0rsHhPduZj3AEM3tQglUMxlJMoERjex2dUhOgJqEWOMK3WcdMrl2JZH5HlSbvsV8HA/65ZRbPs85lacnIF2F5oHyPO6PNPAhBLFLolDzrzrhZmtkf05WWemzyY5r3DMBXICuLILSSU+9LEg7WimQlqKtiweZxK4xDAtYMBZPybUohifwF2Q3P/UdAiLZX+iZYEwKfOYSmLyiC0l5wIhFY4ZuCG9n9Q62LQms4NAENE+ZQwVZ5o9o42rkV2sbL9+V2fNAenQG73n80hQlHur2PHZ2jVpkRQzEajsgTYFmR0BLWuBSgA5YWwkhyYA3VqBYluaTvXJDnxa9uRQ6nOuNqKppCA1dQFxVGQdklCrUKv+P42xdBODZtOgPiUaNd1UijKrKQUx0E4EfO9GwqSzjWq57DdYWA/VqRbVCZaRN3Sin6O2mEVhsf557coXBm63y4V7LK2OmIj2QRghsyNFb6DfU6OOB8QSKHbQ65+kPVeBJ4qyrxKRXLpaCm3TKfusDQi1weKIhW0KmCagOLNEGvk1iwbUBunrJEvwUY1olFFXQrWZkIV4u6kwzPxYmZEKfIjNqxyfsG/0/jAAghxzNyG4pZXxgC5mQIEdkJxyUtGfR2iTm1OMsDEiKnvZzKV5FWvVJIOBXXSZNdrevKaMQM5gRMpLshCpMuLkHjCgaLMWS5g4+JHNTlbGMw59xmN0/0LGt0cFwljG1Gi3QxzL3ihCjKJ/ECYFQlWh2PVoN4sMcJZbaltfyiiHbQW4ycBwK/dNtS0C0OWOXG/Rrtn/0h3i+ohrG0yIfdGAGKV70GoRk1SoF0ugLKXGTqMEhiRhW+lEU4yS8LdJ30C746tJnjFS4K3qK7geiIiTUoSAlm3/e1iZDKNadjZj0G1WOo9YijI+FAMoCxlfOEul2hQOVFcitAjIDqoiiDKPqJZIgSX5aTphHBBJgmOcIO5J+V1FibCzq+9n9yrQp79pBbxIjAyocIyxPZCQ5sWTGGOjQMRiKe9hDWBLGSMJLN3XDBSY/P48KsXb1hoZVZk1kuSlwtlIEVLddwZxXRW1l23uFmShscR+0IeFKJ5rklMXPZU4hJ510HaiU5HCORl3iDGPOHAts+hsCOWJGbjUmfT5/ndYu2RUpzphVZyeAfP5ikOGgjjp8yaCWbSZEcOF7UUTWdXqFUCQJE1pdbqOTCfq9UwOsbaZQkeeYbuIWBRavAHdmij/+srAOekMJ5AmUWIFGNCHuHYau40aVh+0dN/9/bJxRab5RxXekuSFwSuKtSLGiWwL58daREZGu56EKeW1yXkhKBXWLgMYnGc3sxQy0r9ZwYqemSJe0qn4k2OzSkGHdsJYXRdSxyzNX1IGw+Tamkb2jCTuyc6ht0qTZCJMLMgbuO2FfJ5NJ4nSWAtWa+Ensv7YEUIt96O4VkTEDR1nCizAEyDOD2XvuRrVIjCUBnYhXTavlPfmsMvjONP7OykwKrXb228ozVq0LELujCVtEorA+CGviavMnyeRPSZCmDg0Gy53R4sZw6SOuhYVbKWT1I37WVMAedY7qdmzdtAzmyEij2GESpXy51K0dGP5uXYTKHcUdFSmx+4z1jD9XK+jQ1Y6/uxkzYaC+iI3MOzOUkCdcZE7Pr1uB2e6NohzMZyKK9NJERThZAvV59Gq7Z28EMhz6FEL0Mgw3DtDUIiI1moXy4BYwcGRfN5J0yMtYKOsnFAYmMLANOpNzxBL4y7IvlkAZAXA2b7N4fCn2lw4RyuFMelIkVeWQXJfAQRIsK1060NlsDhi9POJcDPkpL0dmWwvGoreXaHYZWWEyOdcnumyYjkpe47PKmIff93KNaVmpTu5KpTqRCvGGt9bAK4+y53kArF2CmICYSQjV21FWmBpF1Mp1oYhQEAh7CBA9k9f6x5jqKcOazEvbh8kCvlW3nd2CwFssfk5limqVr7XHqoB1HAf70+T1qbw417AOBXpppXCOQEIAjLIFpk6z75QAKeBCJ52AoqG2iGMLXxF4uhDBKt5BrsVuz4gi8klNyDTJSFVZfmwOkno/UvaADBAtm8VZoaAU6kA7+1jwx6XCdMGVc9PDhVmZU5cng8UGW7WCRPJe8BadJu1FHwKaCXaeyyd6ApY0cPoRkbHS6Dsmv7+K2aM4uQc/rZ1AZBKwLYCoqa9yY/l3+ufb2Cb0H82+wjbQZg0XzqJeGS9Z3BGWdjURLi5sCqgWjvpORFr0UPxlbJULPUii9yPLjDJGog1svCn8aLNIGMW4uYiQo96SymYH9YMfCsjSpWCK1wIKBAqQrPpRLSXSBixlsCmZ9oBgKlq0Pp6L4y4cqymA7iQ+yOUAnjESkbisi5N7ujL68Ueu78X5d5DBg5yw0nHBTJTjZXd6IMyDg2ijryYZe8CFscFYmUld2h0j3cO/nCF5Y2VPnt0XKGN4MgASK1CxbpT9lMB1oLu/eQZZ55TYXq/h10IYF2fVDv5EPKIUWIfro7pSm5m4McuMwwoCivGNsLEcfMOYSRg3fIGsUr1yj5I1882ovXhx8J0MR6YPBQuCsS9VoJhEPcrxHOZ4qAcx37imgYT4L10FqLQQXl31hfcSQuhLOXfSWSwcICxvX6BahCwM5I8dF661SHo67XAm07kZ5dtD0pMRvJzs6RYQ1IApzEIY8BntuSYjAF3Hcha1J8HuJDZJTCDZktgdy7z+eqk8IH4b/KYQ+y88AMyqKGz+5YUCdaCL0oHK9pK52WVxlrLOVLjejZGom2u2oElwcjVQpuoL7L12EgF4gDoeINQX0Xpuuvfs2mBUSGU7DRnlvUS6uxnG2qLRENPxV6oHQqSJDrNCYdRgeLhXcDKKEqim8F7oOtAOxGYjETVvpUOVHKdgHO52EOE6EkQgQ+vi7PDWMAJrovs0sGlBVd1Pk+/UaL8yL1yLSsBqMzq9dtHiI7DQtac98D6mjAgks3oSEGsxVJGRapCwIxJld0roGtCukXyX7FNY3UDWCkUjRSm1IWMrsfa9u4I1gBB/l2QQbEIqE4s5fhUA2CzCwgjh3bdqb1WRHukViGt/ne9v31fr/UxnSDGiOjcipgiUJ8kodkrjdmkDp7Sbmc3G00YDcYPRyQhvUR3NS1LR3Tm9XsrXbKUZKnAWHJniLXNSaiddzBK8RaFbXnI+4nLiWAqbsst6b6LD7rJVHWZfY+Zek+dJLX+UC0g0byVz8kz3HYjQGUhM7niQy7aCHZrAXYG4YYasNIRlXvZwO42oGWH9pY1MAnjIBYmU3ZtGxEKKRqFWi/H3BwuM60yFg5uGTH54qIvFoF8nPteuyxrNyfsCnz4tVIAKp3zJM8otyh3ZdgZhLHD/OYCbKVTZIIIaJW7UcS1WGjv3ZEVoCmKkF9ifnRT6ZaHUijDaTY5KJCWOkG2kcQ2CZN24wK2Acpt6bqFkbj+pGtwz0feileZb0JslqBCQE03DwibBWwr+9LOrQaHdyNiVeTxG3YkXfagxaEm7b4GbGNFXBAi/Dh6cJELabn39RmT1qwzYh22wt7K8/rwsKqPwEknhOU+jJ0krFlgs7boxqpyrsmmbXlPscYW6EZF7jIW86haJJw1KxZHbNYtEBovIAKKUmS7ZQDfIIrwaQ9yS2WZBCmI3SygqBVI8ZAxKrKY32h7IKFCtp9lS6hP+mzbaTrW+0BGPuK0VuvMsxh8jxOmDag+d1KeT2k+WkE6s7uUburuAuaR0/2zttAxRBUDTmB1cqWJllSMNuY1nwDddiLFc6IG55lq6pkCFBm2lc+CPEQwr+UM2gLIbLBuHXjkRQ5HPuFhur3J5gfCv+rHIplR7HTo1goFBqSz6mtZD+IMod3oJFZXrnSn9TPuxoRyR2nPCiBPvyjMSbu7VFFim+fGs2NIHpuDFEBGQIlQy9rioMr4zCgWUcFtKUxjZbDctLk4LGZRxwmF3cNWdW10f07XNQG73VqBbs2i2A0otluYRnR6pANtAGdgtjoZa6kduDMwTrVvWAAJGfNMuL78knZqUO4K8yc6+VyDFSCMSwc385jfWGH0iBRs7ZqATYc+tRTmSnIsaQPqR3aw3zBtQPHQDng8QqycgJjOwG0t5VhDgNldwj4wlwMf1WJBPCp11MRkxlQ3FkDJtj1oEEspumMJxJJFC6mDPDdXUmr5LKBsP2EDiNMUgY0Uz7EwcLNObrEu4vAnPfxIGQFerJypC5KXYm+umyILh04SAwjZUcd2AO8CpiGEutf7sEsFEiA/O3koojqttu+Rs52kbULPVnUuW7xTFyR3TyxVHd/h0iFMStWBaPPX7ZkF7K7JAGOoHXhaoJtYBWY0N+skF4uO0K0LMzDZB8tYAYE8ML0/oD7VybVayhhdGIl+VbPh1Aa5QHX/toBoyyDjvaqDIy5C4jJnCiOMwIWHH8t4S31KtIR2nz6WkaqFgHPNBmH0CGN0MqCbCjgqzA7G+GFg9HCH8uQccVQKG2+IIc4T1zaYwCzd9chg1s6X9yDn+o5DCEo1lgReHhQqDBgDhC0QJdFftlLQrbotpII6sRzSyAC0kE7e8oZAigQjRmAmqvbkVFAwRpm/B4DFErQkdVUgOcbpGNjawfGHfu6c0zRlKb8jfVpp3GFlvtY24mRAnXRdxE/awE8KoZZ1XkT9LIEW+rN79BD0PK1BssvM1zjodQJ6FDSJzBkISyEwSAGUfM3GI/CozEACFwbBiSWbdJoj/EQ64VZt3ASxlVl+W1gQr3TWFOlHGyXpTiKLRKBWi97ZQrp9IYr9pFpxUtv0LASzonOx7MA6ApPmJLmUh37SgjBNBx5bVJ95CLFt5TNNGhPNxfG+kp0XOg9MxyKqB6yM4ShglECbSi0v89y/dgVWgWJeUZGPanHILJ0jL8VurHpWTU7GWTpXfixd7vpkh+q+M1khPB1DUtAuWZIbt9uKYJUWNh/4jR/ee44r55DotiaIVzo7EiScgGiAohNabxLKM0HYG92UcodZuqfiyZ6KjFSoZmkNq+s5UYcZuRMB0qFP6L3LDNZrBqPzySQsBXZS/CWmQ6JSJlZHnjXXGUk2AVwZhLVSHvKzJt8TYa2WB3wImVqZkg8Ygt0WkcvqdCOfxdL3XZPWg0fCYAq1Q3u4yslsAlW6qc2JVrSSNFAE0HHumPfJrACBfr1CcaoXqd1XRIbZmoOrUtlJUninQonTzP2K3olpPIIrEUYmMw+yKrftRd+YoOJvujQVHBGKduxp1jNGta22clYAJmsJbi4UehktEMXsWErHbspAu+FgPGHjs02+d97/W2/ae35kwJ0XoCgV4h2U7SDjMYnhI/oZ0O5rYkJIUisHr++pwFT+FU1Qe1ptdxojHfcE5gJ7xma4tHm/pch6TjpGQHIPhNIABYAVBpAwOxJoRyjm8syQkZI+oc2jBkiigPL6dg2oT+m9lD43Q+g2ShRbYq9WzDmPNrhlFICPKDsqiX3iSJgqtcwth1pGHNxSjt+2wu6oTotoGzvZM8rTLexctZCYZaxoVwooFPsHcnlUCguExF0mFgZmKSJleazEpdEaI+A40GsJAZl9kP64JWeRwmSV102kCwkIEObmITNTYkEyouV6MVfpXure7eVeSABhsSt7nt+hPL/erTsU2x4ffv/rzz3JphW21HSl69sxqGTRhiFhjkSLzOBJYnahSgtUzsu24kAiDC3pzEIbB3KRVoBb6D4bkAty2ReiiOCm7rf+SeBbep/ENkqaJEACjmMGi9Nr/Fi6u3YRYbUoyntKHu8QfQwQ0K1XmblXM4urU+CsGUOB1V0EWU+HAosoHwDjTe4mV6e6DLjYpTxXFzeW+tkCIRLKnSg2qbXNOiMA+tGQfYaIG08ErBw7YdAxJG8InO2AM6NUAXQKURhGXsFGFsCAkqlLSnVnAip5QOf+hdKeNBOM13tc2V+2E+Ag6cNUpwKcOh+ZZZcB0zw+4KvMBCMFm+/56Nv2nGNsW5jFAmw25TkYNE/qSIEpgKys/2op5+GXArJFJ6MMIHm9ANBRRF5Z98u4MvYKBVktad618rmkvEv3G+g1SewyYS9D9oYoGl7sZJREnm/IgGwoCTaoQDYroMgK8LEA6WB9vnhGN3VYHEl6KgbdhpH9uCIZEWsY1YMKZuwu5ZnQBgF3mRE2xyLA2wqrolsrsbzBoT7pUWw1iJVDtSX/ZmOw+4wRbAuMTgUdV9RxBxW8LHZlrCrWBcivNLGGGOKsuLbBBGOkIPdBBAdV5JC9V2EgApHpWQpA3/lNM3xR5F5poUBCKjhXxQeN6ZkMgHy9LEWfISUbhoSClN4f6DsgOk7BqmNAzPK9EOTpqFoCd3/urkc/10TNT8eWbBOJkLyeYbXz76Mgi9bCbUk3PlHHqAk9qJJYCimYV7pkiUFAmkhFwCpDYVW7QamjsCQbkR4PhRVf9JRodNKlsC1nUSpKRVHHGfUXATfOomFCo9ZkwVrwyGawg60FsbpzJPGlZSOfi84Tom17lwgv7BRC2WsmlL0LBwJLEWwFqTYkuhb23i8Bk1HPfElRFpmxgROP/vGdHWxIkuy6lHUDgCsHwkiUwksHRMjIjCabRkdwYr1Kh5dkyQT1sm+lwBHqPVQFPoIWHXhU9B3N5P/tlHJXO9gmoNiWmbs4lTVJrc/OGXZXZoeNAhLUBZAx+MBv/sijn2hkme0jZAp0fSZicaNcx6QwHos+EbetMhRSkrsLAIRyi3NBlsS49ow1pPsggRdE8k2ryvjpftFrl/UCSCj1UICCRKai97c3gmJFQFXwoewA7bZ2wp4hVsuyWZMdX6Iz2H72COv3zmXtRgA60hDGtmePEPX2XQokQJkOYVwiVlbGFCKj2FZhwKDJs3Y1jSa/bh5kTEQ7QygMyod28r0JEiVn6basVLgXGkHAUgLkXmoCyHFfNABSdOTPQmijfqQdGyNFkVxHUey3S9lv+8633POh0rntjrOIX31K6bsudfx9HkehBPQWBmgFeHOnZoh1ieqhXdhmBDd3+bP70AfecO75ccwzvMllwi4ZprOIhSSAxY4THYill3tHEzHTMsLIwOtaT/Ry4/UcIYWBya4NpmfMpf1SC1daofIn4Cupk0tRJTPfRvfaWOratjoyUMv6IAU7kvWqWBcnwEOSczePGdzxU/VEZ0a3LqBCuWvziImI+RHcrgH71HWzcMuI8lQjHWQd5Ungs5t5+IlDuS0FR7SEyYM6AhKh6uQ6A68Ao5sLYMnOgLZmonu0WCrQakRjZh8RS4vlrRsyJ5wAOy0eE0uI1DUjbIxBPsCe7LS4SAWaKPmjsgKIq6gjDPWOFZACzLaimZFm5GNBMrmiIIqvkS0DM+i0Ag4X28K+K52s+8VNla4f+f4HP/xD5z9Ra7Xbir6oU8A4dXxDKb/bLUWyw7SUu9NppEye4XLcbu4FtPL6nD0LhOSVxoYUzpw7wsKQItguIlAvEIsVVwlZ4+l+iZnF4RbS+KEgAoOhlHyOCTARIuhJwprwI5uZZn5k0E3G2dYy1CZr7VTGZDtddkX+XcWuz/dPLI3kNlEAg/JMi26tQLkl1PNQOxRdlNEJZnnMaPGVhJn92GJ03440LOoC3ZExwmgEpjHwR/tauoiFweKWEexSus2miz2bFhCmVAgiOJ7GWfV5aBoP8iaLL4J7rNd0AFp5rWh7ALQA3CytAVknxgPVmSDP3U72HNNFFdFFBlqMWkqj60ClzPFzIeCHaDlZ3PPxvSBCz6iJ4K7L4C91EbYRC2o/WnnWdWLzyBZoNsT1xU90rr+RItgEZPcGaPMjFgYmxj7fKnugwACiuZbGeTnRrGSdmFaA7OxIEaL80X2bgogdx7gi1JxEFwtC4KT7pOu6FUZAYgklK8b5jRazW4Hx/UAxNmjXZN22a1Lg16eANO7YN/r0OVEIoJGaHOm+mdy37I+HJKfxkyQoCpQ7EdWJBn4qDLxYEOoTQfQaFIjxyur0oycvmBABhAPiojC4OVzp8B7xxCnRE5hOcuHOauuH0NcZBPSCeqvRecBYKTj1PQEIIAGI8GH62bTRRB0BWDbyemuBLm1cK0CCAhbHH/o5vMp8E9yRI+AQhD2RNiJjZeThsSJpPCQAhBX912Td7coGbNrYO1IkNkTqbp3d9Tp73jR9XedC81gI+t+Tz9UIQs3QOfEVl4k0s8fG5M4Rebk1pHOTaM+U3zep70MFxtIsPyAJM1kRrTJN6BFkA93Yg4xdAD0rolMAR0cXsjNEYlx0PZtEGBb64/M2o+novMzQnjgjOhbjMfjUGXCyG5yLPzx7fWjuNxiSbPuAOKnloeUjwvpIvYWXIC+e3tQ0oKSQDUH6mYWOhsggyN/JnonSH7UTpBCkoC7kIW0WkgCRKv3DWqHvEckcvjJCqPUIH/8j2BfcgT2e4qPE4HD5gXzeU9SRldyRK02mT5fbwPKIJDOpgIyW4BpWWqUyFDp5ANuO4cfSDTaeV7oL2vE9zzNOOq2Uk+r8+sC54ywFjBZbSdXbIPtMmybk7lp+38LIWId2DxKF1sxbmWcvLOJognaz6kcNSgPyDuRU60RFL03quKlgGRsSDbdIIEsIk1Ie5iMrIxA7nRQE1mpCqdRw7U4nO1DbCmUdhuQcVjoKiYZszyx6Z5T9BEfZB6KAc2a2RFyrwbpX2t0GtLULlCXitMrduFR8gSDrloXeWe6wMrQYRj/LqLPywoaJWSi03O7OpVoSAdDhb+7BBPrIJ2Be+FxhKy0bgAxMVcCRFoCPd5qFdMhFj0UAENOJvWS5I511hH6sw7FoSXhfwHSitB0KgluILaab9XPMSCNd1kh1GMVKDEQguNz5pUStT2CTJW3P9RoJUB2PPHZSSHEVC9mnTeDcCUuzw+0a5bWyqlORhFJDLT/fTQSoKHYp3zNmpaMLkmIr1CY7VqRxn1gJFTuJjgEC/LARoU42akerejcpKTaNvNaPhYlltuY9eL4Kdp/9DHucMD6g/tI2Yl0ijhzMwveK7TECK8uKLcGebgBnsyVsZnNZBhrt2GmnXy8FkmCn8cKcAQTQY0uoTrWiZt8FhGmVr0mojIyOFfIuo3/3OzCjEeJL7xAAlwgIMmKWOq2PfaJiG2m63mVArCtlbtrX0jGNljB90MMtALfQ/cfKuBCQ1oUUZQmczmOCORfRYjF1ceMKqE/KWDScNY0SYJiEHm2EOJSk0Qelnyer0DzKyAy7EJFEmSvvNQMSC8E2ERwY5A1mtzj4MWH8kHw/1P1aId2v8zOBSO6jyNnlSFyKtAETpRit71eb5BBB6yP4aQk/LWEaAdJCJIzuX6DbrAACRl/aFfB/LHtscWoh+Yvd37oFANsGTD67Jff9qFBRQBbWW4i9XTSQ7wthiq3YeUL2VNsCrOMuCUxkZU65uaZiXsARt2CMH/Zwcy9r0fR5CBQkYicgBXUR+K2PAbfdmj+z1Mgyi6bXJni0ICPNP8hnlsGljmHU9YQS4Yfl2OwyZK2W5aY+6z1QLDjbxKdRWUpMiaB5IEplF8m9YWIUgm6MYnmaRpWNWvOy2C5TK8LMqIu+SRHEZlcALWVSAvo5AclqOrm3mI6V9aF6TizjXzvPANobBDEOCliyAZojMsZRbumlUo0yLFuEG9bzmhLWD4G08rGNOI6wM2ILqWE6aRpVpwxsE+GnhbJAGJMvtb2zBMvzjYKwEZNW2RBDnB3XNJjAkREXSxjvwYslEAJoPD5voczLBrAeNKr7znx66K1S7VIBDUgCkyjnCY03ti+sAQEZurOSW6DXXHisB3/nxV5uvgCPz71J8ywZkXTEc1EfACdFOmvhaJMyrRbYrIkPNW3fOd9zfIq+mpQVrjAyrJGO+zL2iRug180ATSdODenZpb9PXkNA5zWxqnKBL6ioy93tnKCp3ZR0ZNWfuIs6x65K9CyFa/3QXM4nJeFATmhycpM+v/U1+d3JkjME+azqCllgEwAmZQ+GtJ0g06tjLTGCRiPEU6cfFYiJy+bRP+NHCVIGCxdOQIUdYVKYZiSdklkjoFVydgjC6gCJwwHFmJMAhNR10uNj7SClhFvnWBO9MHeMCxUcbUNmrphtwqpbyfn61vZLJ8Gb0z3iSec9R0OiVRH6rnKada1PR5jOoF2DdCKdUG9zxzrpgXJKaBluJlTKWJjczWNl4zD6hIm6IEBWGgchAhykG+mMCkvJtTJNB+ZevIsiUJ7pKcmmi9J91YLYT4os5Gg8ZzAg2W+yMYgjh27isLzBIWjnna1S45foWUIdchcuXWxKV9wAqW2XhMvsTKwqU+IQ3d4uiAhvCQCyvLESt4wHZ9Jx0QR6T9z3AOzG+mN+ho/ywSKzunQfNG0r41hAzxIDYObiogIvXbzoLcyaivGtyjWcNf+eOsapmw8D2KUKX6lrhd1pZf0CsE2XKck0k/vxHELxbAbbtqCbD8n1G50LAqY9lwwJKyFI9spGxm4SyNWuGVCUbrbbFeo36fNENERMVqJ3swC328Gd3BVg0jllG8UVdkzP/OKCJFldAb5TN03AXC3Kyck9pSrtFAHTRHST3lGBWJJW2/S04WgJxQzoJvqWS9Hd6Urpgi0PAVwApgVsQ7BNUkJH1hcRlXIB39y8Qywod/u5dkprZ5ilqJ5LN9XAzpOAQL+XxtLCzDvEUSHinJsFym2P+uG5snMKmbVeifilB2HWp+d8fo8ZXQCd2YUd1TALC5o14EkFWkbZ6wH5XJyDWxG/zawhBTti6QTE7iJI3UYQeGVkAb1gaOotqJ5FLCwMy1yz9UHH6IJQ4Rko7j+D86mY0M4c9RcAHpfZVvNRo1QngqhFs+6hycHEdBbdRGp9RAHwsoo9A91IWFoJFLGzrtdF0khiyuRlr42Z9aQaCiz3A1cWyQkgqrYMIiGU/XWTUScthnQEMjvrLHV/VQtK08hz09SFsgdYrU1t1kZZHrKYPVUKt3LbqBaLfDYykhIz29TOWvC6FPtJlI4tIcLANR3szlKaFXmsk+CPTBFLg3ajF7WtTnsUuxFhKloq5YM7PbB51sdFj5x+7M/vfOFDLnDtbClNn6g5yqq7WF31AH9qHilQl2j6MjIGYSasMkj164nJtGqdyUbyBbu97BluAMp5K6MLypA47xDHzkzybqBnTazEHs2EPDYoz15LIijswPAjwK/oiJgtBZqXEFCz6bU03FK1OFZAxwxopc8hCHIdK4NoWDY9QAVLpcmUdEBMI3s813UekYya/8hosYxTkwJtCdxPDDBacWsJlYzBCAOztzUOJSFWDLeldqKFjHKICCrDNqRjYYm1BlDhsjZYGO21MxXwU46LXX8/m6aDn4gWXLHTgS1h5+kV6lMR9YkGZhnkPc8aI+NTp2FS03WIIc6KaxpMICKYlUI5tq089DSpTZR0bltwZJi6EpHGupKELoReLLFwwLIRv9vO5wKa0eXkXwpj7kcO0s8VThLo1dCxCl7I1z8Q/82ebx+98e9I91+7eXd//MfPOb8swLhYyjkFSOfeWgEiyEjNUVggzZSuFgyW9KEZekAhKWFXqlSjCSen4islDYVen+S6EKMkwo2g0+C9RBwC5JokrQprQdsz+ffaGOycWKE1wgogQBgZloBIOl4QEeFUsEmEfNLIQ3mm7ZH3GOQPUd8hdU6+lqwc0/mm40/UWKAHGNQilE5t67Xx/QM4dw0ZvLUNqisBrADcs/vP93xOr67/uvxjX5gCA9u74KfeAPYR+MKXRFNjVUQUEPZLsvKsKiTfYwoezhp066U0NiuTZ+kNAcSFdG+i6IGkApt1HCXN7JcP7aUKc+UkedJO/NnrFpC1Sw824NtuPkcnYc97RQbv7MI0HmwLuEUUmhwJSu+0wEmq3qHUDlMrXb00h54Ko1gZ2NMN7O7epCDN7CZbpdRRskAed4hOiha76IE/KfxLmFkrwnZq3bdKV07OIsnlpeiCviaeBbLJ3RBqi+ZQod1XBli6ffOnyJ7k5tJll0IP6DbEDtK0HmahnR9n8siDFKdd3zGeisWWdICFBurHDt1UaIgWkM9V1e9TZxhdwN1/8GN7Pp87N/7nHnzbTyTwVfdZfugR2Z8WS2Bt2oN4y0b21MkYrOJNFBnjB4DmUIHJQz6PJthOEtZYGtkLAAGCrNCjTZvYNhHdIUn+7c5ZiQ2R7DkKFL6/fd+ebx+9+TuBEGDuP4H41Bsec+3GtsX482ewuG1DTnURUOwSmkOi+eJrYHnIIFQFxkEENtkKYGfVAaA4YXUMi6UQSHP33osLUDUCawJodpageSMspcL2SXDq1i8aBZuCgsQBbmuJ7tAI7YbLrAKovkgCoKqtnm0jH5Yky1b3KgpALAltIbZ27ZoKM04F7KlOAW4pIKCvARMI44ejJLqVhfUetPSotagQi169Z5pOzr8LMvO+mpwrOBfV5jQ5EpmOUZ9sUTyyiziqgFpmrI+fNQL46tG3ABvrwMOPv1z3RNuCNwRFiQ8/AnNoE3kUcTqRa35mGzSfy/9XnYfqAsnSDgCKRzzsspJZ6dopoCMUcBnf4N7tJ0YgsMxXn82OBFDevyXPG6Lz77nPfC1oawc8PoJf/rVHX7cAwKfOwEVGd+uhDKCCZWyiWy9U7FSKym5qs1ZJAh3GDzV5NMHNu8w+FKYT+iYCs+AEs0ZADhWpQxTwNTU0EMUW1uj4QLEb4GYeYeSUSZdAcCmYQqWCiVZGZRIjjp2VZxiJdoNpSN5jEeB8C0SgubFGdUbuVdtELG5w2LnViCvBrnTcu/UKbi6enOQj3E4rIFFlxSayjXC7onjfra2h2OlAXUSsxR3Hj3sh32IeBeTUcDutXI/SSa4D4J7fe9vez/KW73rMz+/8HyqAxRJ8ZEPW0gOPII0/5mLZWvD2juzFdQWsTXLeygQUOwL6VVsihsmELHrLDtlhxC0FYHRNrwVCUXQmzj0uVocMuQbnXbtP+W7RNlub4vgn3vEY5xjhT5yCfcqNAtjFDqYUNk57qES5A9jWCrOmJswri2JmMDrhQZ4xemi5R9MIQN/wCKkBowAbsCJeqIW+M9mdKq7JM8bMGlB6JncBxYld2RNaDxMCuC4BZ/r8YKsFhUJYkZbAZ51iMYswXq5zddpjfnMhVq0T+YyLHdGrgLKCqtNioz16SEBdPxJmimmVFRSdMMEKm3OEYqe3S6cYBfhD33gJ40KZEIWy2AijEwGjh5byXnrtztYSuvOG1+y1u3+SReSD4+aw6nR2rcQ1DSbc/rJn4Z6P/NJ5v3fn+reBY5SNIM3RJqAh0d2Ze6Q0rBQGhgDjRGivWEH7kjhhotMD5yQ5FxrHH/lH+/sBLwKKlLqCrJ0tFeyj1G3XoioVJGAW+nECGYrkwYz8EEodFwoBFFWBdt70+g+8cv3SqMiqNoQx6noh78lK60tJCDvp4KEN/QMQ2p1v9XqWIi1tuBPKfYwwTYFiiwT57QJod7mXBUKkoyvQz8UC0cuDlFmKmSSA2ahrQgKJUoKYgAWsgE9KeUQIvVZG53HP7BfP+9Hcs/wlPZz3nff754vbX3wbjn/kH5z3e0dv+a7+2lrbj7gAIqCoIx5+UuTONIImsUuZp0w+yfl8aydMBLUaNPMW7//tN1/w8a7Gha5dMgQ6vClq2noPGhWKi07otMS98F6aiQxlDzQkj2XTRRQzoUZnVkqeyYd0sLKquMnaA8kaEiCsejsn7QgA4kvubE4qshWkEeYMLdve4aMmbemhvw/1Gre3rMkce8swQYXorBT7fmRk3lTV3sHSyXTa9ePCqoaFASIQphVMG2C3F5IItTJ/zmUC/URlGgYo2gDbqA6AClUy9cnS3R97+3k/n7u3/omexv96oR89AOD2L78Vxz/y0+f93tHbvm9lfMhIQabXKnU6ujWnnSS1lkxrolQmQCEK2BSFjWA0wUuz+MXpBu//r/tfu+cTtz07EoBrp1O0N01lvSa/cGYUOwHd1MKqMrptGKGyYnnGLCDtjrhxkNcJTL8CaEI+P17VaQGkUDi0lrU3ktWddLlDth8GkBlIXMj4C+sMuXS4hPIbnVDYTRvhxxZ23nOMTFRxP59GzpCtNW0jwEMxE5ozeSBriTAyMFGdDnBbrezLCbCcLUXgcAZ53jCL01GM8kyIJEmyEdA3jFxOgPN7K5gXR/IMOVukLcU9i38h14J+8oI+ewC4/SW34fhH/uF5v3f0ua9DUmnXN9bPzOS1m+ni6bmZRmCQmEkmgzbURbgdAYCEdixxMesWAI5//tgFvY5cAdpYQ9yY5CI9qnJ8cuNgI91Q0U+grFfDDLhORwuYVDhQi4cE8CUWoY7dmUWLqEBCyhXIxyx8mMlyBrIe2pgLXOMFJOwmoj+Sr6UKMbvdDnR6B1mjKkZw0MZFNAiTCmnsk7x0UquTy6zREiYF2LpseRedjNfYhe9nzpXpFCoLRNWpiAw/VaeXJsqY2UaJNBJUzJQtoRofWeOGFVhRl67jn3zn+T/LB/8hiB5/L1qN21/8dBz/yM+c93t3Hv52ucYruUxiIfAKozWMrJxPQcASWYuGDSFAwG8KQLFYYW4Cef89X8PrQuL4Az/7mN/PrAQycDccRkgAgBbD0ThZyyxgfDGT2f3kKMVG7jGXmbIMqB1HttBWS1zk9a3jYypgGQthCGXWoDI22Lk8QsbWCkNKxzWCUv5NI+OoULcyCgwemT2OI6bVHEfHEqmLCOraII48oqEgQI6yzIJoRbiFPM9tI/aM6fj9ep3HL5vDJdwiojy5yOdNXUCclNmK1HRqG0yaCymbTexUKYNgj7ZH3X3i5/VjOX/eOsT1HZcNTCCipwP4RQC3QLDsn2fmnyaiwwD+FYBnAvg8gL/KzKf1Z34IwN+G9OC/h5nvudjff/f2P93z/28o/xqS3SGzChQa6oGB2Cdb2XXB2v57MUoBagg0HuP4feff2C9VrFrlZPpwENGZnNCwFLyismpl9CHN+SU7sUIKjgwgpA23E62BrBKutFq2SilcKfrT70rzbIhxT4ELAGmOOrk3gBmYJGpbKs6MzJvyyp/FUh4aGAEmqaOrAJnvhZjge0r1HhAo6TikOe4kKrlYSueUSJw10qhLSo4S/V/HUShZiAKgaMBK2Dt7HV2JOP7g3oT36K3f04MiCQRSlJ2YcqHT6wIoVVQtJLNSeTy3S3I54s7D3w6Qgd3c1KKKwZUkj0wGZBnGC108Gh1BaKXLFQvKDHpAQATTMtyyTwJXgQBJXrHn/6nYNizofExUZJbCD+lhmn7EmH4eU3/eeAabZCeF/l4AZF4xze0r+MiFleJKmT1cWDRHxMccgTF6WLo6sTR67jrSo7aEQg8vhT6ZjnEp3TaazTODimaajK9PgdZne600zwoAYVzgg7/yxkv2ee4njn/hp/b8/+ht36csMFYGCTLYASBTQZOwk9MxFwA9iKlJzz2/85YrcQowoxFQFrBzryMrVu3OPFymZMvxZiFQ1SeJUx2jQ+xHyUIUBlpZiEZFjDC7jYCpSwG+YNVSzxJ8XWSnFtNI8sijomfIZW0EKwmn3g5uyTLv7oBypiBi3tO4/zeLuCFFZA0T2TMieAv5/pCik7KdIFhYDKJiHzJ4QvOe4ZfnolsvgHNiVakoHyHq9QvAyClLou92hcrigx96FGHByxjH7333nv8fvfk7ASDbuGYwLFJ2REnPP6OsGhORAUnbBKzOiJ3NCrrUkfIF0pE4M2/QHR5JBx5Aol5nn3j9v6+RhfaAVPQLcCd5APT5LSdDTQfqTA+u6H7MhLzu2a2MjanwHiXxUZdGKATg9SNhA1BkGIhGCRhZeFlGLvv8JzkUQccDmYW5Qq2H2V6oNlQEj0cgZky/ZODHwrpJo3Ei6KwfDrNS6gPsvBPLRSPOInbhZVwEQLX06NZWxqIIWVBYWJmPIYh5mePuU7+w5/9Hb/5OYVwmRypXqM6E5A+2ZbBK5bBqWJjAMvUaoJ+ZfP/D95zHLeRSBynTNTV1QhDG4M5SrDyd6nR5Rrkj4q1RxzVAItgNBuJC9LVMAk/UrUXAUAERTAarQ9Y7iKV8xoktlZtdgIBnjKz7JXkjA22yhZafTWCin5TwE5t1R1IDwc29sFsWCv46cR5yM7knu6nqI5B8BuVOFPvjimBUu2J0KqA81bNDQm1hWhUsjxAgITDgKLMVKIhIcAL3AGTrWurknGJp8ev/1+su72d8DUTEwRFgPCjHsZ+4nMwED+DvM/PvEtEagI8S0QcA/C0AH2TmdxHRGwC8AcDrieiFAL4ZwJcBeCqAXyaiO5j50vFqsk0jgxFARkUVve+1AvL8mCZubbdXRwHnJsyXO9h3MnO2ygwg0m48skYBDGlnk4A8D9+BrBXquhUxmUzbZAYtBM2mlMz6KN9PhbsW3fJv7v+f2RErRC5jhN6nFKtYun70Iqh1ZGKApJGCdG0XS/18oiQPSXuh5b2fSTqmlKha6tkDRD1wURXynp04e3Cy9VwBQMg5UCUJwvEH/2FOIIFzH9BXPdJDS+nvMurAgEMvtBahmg9AHBdZdDEXEV18rN9w6SKN4qR/+wgqDOABYxhoIkJNKOZAN5J5vm5CvTMDAWjSfJ/YgiVLJ6GMd7mLHytNlFiLVe2AkVId2fWe8KnjxWbvOoBSwkVsi5WyzHl2EAqOcekQS0li43QkyH5izXQB1st6a5+2iW5DxQgXcvymkY6G3RYbutTJpqZDHMuoQyyd1NEEUKvjRm1fDOzRBtmZgYzB3R//KXzDV/3onsv/y796dYCE84YVsIXSDHWykWXtiHJy8JCkK4E8aeY8xWONJFzqIGvlT+pSsRTjAowJrTnavlA3qwygwiBujMW+0AcABrxRiyhnaQUoAuCUKkvbOtZUqJhXAgqyDgLnkZ6UuLJRhxvt9Jpgs0o3BUKy8WWC6C8wo9jpAAa69UJ1HDzcTivq3yp2lm36SMCtWBCKNPsfpXvXTa2O6ahLCzPMQtloafzPqjuSjprl2ds0s6zn+Mu/9sP4f33t3m7nea0Or0ZEViab2p8m1hDTnmdemje3TQBbdTTRe5UrYYJdCQB3T+h4othF9zaJbEXIVp7bWoRBZ7WdztHr8yOP2BTahFCAwBDlsTlCKlYFDEhFeiribOr0IhVbPZABtav1G0Vee2y1mNLxEOoCeGOKMCmz3WCm1Uf5fhYa9gFcF4jjCagJ4oI0b1E1HarAiOu1HP+8A1cWsSxEyJX0uROFoUCBFUjRvEX3I2o9ijOcmRr3fPRt+Lo7fyJf8vO6wlytSOOfnde8TgBx04kdqWkJlMSxk0Agaf6gn8WqPsaVOWajVtIyTkBWG0pJm0VBZ9tEmBYII5PFRRNI1G44EW1sJc83eg71HbwMAAEAAElEQVQixBi0eSiQJthkACCBZz2NhvsGWtrb0zpOYKleI7ZyvWPpEMYOfiIMx+RY1o0N3CKiWy9kfGYnPc9lHDHpfJQ7AaMTAXZXbEeTbbRbiEZTsS1ji9lauioQSwKTgZsHFCdnco87l3XIAOj4MFSzJuCe33nLnnULHKA9d4hrOi4bmMDMDwB4QP+9Q0SfBPA0AH8BwNfpy/45gF8B8Hr9+r9k5gbA54joXgBfBeC3Ls0B9YnOnqKSWef8fa/wn4pn78XVIVF2iTLV50oHWQtOm12M2u2Jkjh2al/VMShYAQ0S/pGsERUsIbW32iNIyCwPHp31zW4VqSBURkfu9DP3VPOwcl2VWgUdLwl1KR3yNvR6CZ2Xz8KvbN4+gLsOVNf6/jJfzKs6FMzirLFaBMYIsAOqck+nCFbHMIKOWaT3Wf3Z88SF0KCvSqT1qhoO1AXpvKv1nZ+I+BRxBEdJHk0bECZl7gCbLl40xXY/cfSW75IOkrp+iFuJOeue07+MJplRreqMdsk8lFkhqLoUmfqAVECEugBadnItFDQAoJ00pTfa3m4xWUMlkUWsTjMqiJCurUlFlSXEUvyVTYyItYOZ6zziuFd5p3kjSaeziNORzPG2jOrEQu6plbVJKiCWuhxhfSTMopXOgd1ZgnaUjZBcZM6ZvuzjSnyuFx3M4Gqloxehdm6SyJog3UtWxk0CEWT8QT7rs2c3L1d8Q/HN/X8yTdhkMThAOqt2Id0xQNeparmwtepYUsGWFmbZIWaWgdqHtaoFM3KgysESgRataJUo8JqE5YzXIsv1M+RJNd2m4kwZSUTI3btUHIgoYhRby7lo/7SbpRQMjmDmEW7pM9ABJ1oHYSQU72K7k3n/oGMWzsA2RQYlw0jsZDNTKnX2srYNy9d9AI9K3P3xH8edL9oLCj3e/P9VjSq1b1mf/xB3IZLrk+x1o3P53k2ATHKAuWJAgnZ300gn0ppxK24TEbI/6tqieQRFQrRANyagYrRk4GaFjBRNRSOCtKgir0416jlvVNC3Z7ywOtXYfH9zcuFIxQ0hj4Ls0aexhKhr2Cw62NNzkA/obl6Te1GB1lgYuDMLoe+nsZStHWAyRnvjFHbhYXd3lTGGXrTwlK5NQ1jetCmMH3XWYQPJjXyU+yQJ+TZybGFan/eS/8rdB7gIMya7Lcj8fRRAxpjejhgJJJW9IoOJuEKMBACvnn7ryjGTsmNFZyW7V3UBRkWcQ2lQ7HoZy1HQixiyhqcK1M6FWRGYs3aQmTUZ+MpjS7a3E7YzyX2TKHVqilHbW8lnoeTOA4UTcDiLXcp+GCoDt+xHHNkoc3AeBICdONiFPNtCZcAFodjqRGxyJtodrIAzIqM83eYxk5zTBLnX6ocW8tlmhzOTXcGoC+BqhcG5Egd63Q5xzcYV0UwgomcC+AoA/wXAzQo0gJkfIKKb9GVPA/DbKz92n37t7Pd6DYDXAMBtt9223wPZ+3ei1Du3F2QwBtw0IDLZGpLb7op1q/cktRrMOgPmBW3e40tujWgCAAIElGVPB1ws5XurIEnqou3OtPPq9BqkmVErVK70cGlXRgMSeyB3nln+b4wkvTEKvQ4BVju6Zt7KBty0exkf3gvTwhpg0YLDXP4PZGvOPdeg81KkWtOPWdSa8CU1biIBT+KKM0dC6vX/aVb8SsdFr90QxKIsPVwVnba7DUxjAVSZqpcirlo2MuMD//lHnujhX1gUwgihyUiZM5S7mrkzBZmXzzPhgYFW1Yl1ho+NdHlD7TQBJUkUARDFLHaZCnk+PJUHbRdEvMaSrDuliMcV54k81xwYyZJUrBsjwqjoRRojQBDBojQ6QUux1TRnVhgDRIDv9FwjqgdnkoC3XkAza/okpnLgqsiOBBT0/mBReN8jGLpqObpY4vgXf/ryfGYXEBe9dlfZQhGgKG4T0ikLIFWXZjtCLLTIzT7zVw5IOHrH62Gfcgviw4+I1k6IoqOhnaPoDKgQhxlEtaHT77GhnHwCcg5+WgCTItuWSac2rnjZy0gZxiWMdgmThkACE+zCC9NBqbpiLaZFgjX5vgJkJhdAbxFqCX5khN2zCODaIZQWxczLuUTkmeFuTebBTRvRblbiRtHK50KtJsWFgIKJfs6FkW5X0/UAZyPCt+wsKIY9Hb5E87/7Dy9u7vpi46LX7ao2C5CBbylAVFfIs4ijuuRGRJkqTYEvWpNmv3H02T8AMgSOK893VpaElVGYaIW6H0hGCRIbxS4ZqCBMIR1pmd9SgGIhdqKBe5BzGUWMMCKLTrrdNnf300hZrASAC5XV66Gd4DxeII5ToRatBDOT+93XVoCyeScOEaXMyksHluAePAObch8fEDYnQtvXfbV8eCdr2yCEFVq6Xhdr0N0wEXJJYmnGCHdynoX66OxGE4AP/OYVenaeFRe9dpl7cetkE84MWnRCWrI2r9NUIHcb1WPA1ZcvKOUL1sqoqdqMpgYep5HFJuQ1G0YqgEkrI1ga2RmhIBSzKEww0+dNSRQzNcBc44VFFhn+yFSfRb0YOevzi/RZhRBF76Z2WN5UIzpCseNhAqNds2g2DGxL2HxEtAvcVqsMSiuNjJbhJ+LCY7sIDpQZB93hkY7MxQzIJeecYlv2mWicMC2UDYkgTMdYV712hzOgeXuwmwwHMPggCTCez+v8gMdlBxOIaArg/wTwfcy8TY/eHT7fN87Z35j55wH8PAC84hWvuOD9j6yVjunISWEeIrht+80WUDRbNBSoUnEfpWrefQW71mQtElUVrAnqYgkzHssoQ9PK+MLGWmYVwHt9aKqzhIILrD9PsOAkXqjshLhYgtpWWA9RusnZwieNfQCIO7vyu1OUpQAHQD/Db4R2RksvXbbTOzBNk39XHidhRpzN81tx1/UMBSJhKKyqXetnQGRk7jgxJtS1gU+fWXmp6QEQQP69Mht/tUCEFBezdo/e9n3yD6+U0eRSkcZFosx2UrQ5SQSgX9PO7hVKagEARQHaWJfPKgQRDW09nBZasbDoNkrYRUR5xmN5Q7EiYiY2eqSUTJlLFRoiqf0lmGEeOCngysYUNI9AXch8ZWLMEMlsbyvURpq3MNsLhCNiJcdK5c0jDU6KtFWKaxKpBBHsQyLeyYfX1V0j3ZuczxlOXV1YqNyxcKJEH7hXe7fiUkJBunxutxE6+Ipyf47IYs2gcaVHq86Oi1m7dx7+dtCRQ33nXe223JmUCInSNJcObtZmmjGiMFGu6LolAqpS1P0B+fesBaK4ovTjF5KglqeWmYUFZmGcAKi+0MLfuJbdQ4yXdRu12C8fFPeUxTM2ezCACgUR5PN3c3U60ATUjyUhZgP4WoTHjLJ3wCyq6yq+6scOxW7IbjjS8ZJuq/VRRm0AmHmT16/dsjLCk1XC5RKwtYgT2dcF1CPYmTxDTBuypgcAKcx0byIF0JLy9/HPXLhI4qWOi80XUJaSLyjYntyOTCtuLhxIQUhxBPBj3XdiGuG4gvPzMWjOwLn5gfkCtutgjWhWcOXgN0cozohTQ3PjSARwI6M6HTA6kWjcCkI4I3uiztoXv/sZUF3B336rrLFt6fR2G7WIuimwZtqY57rbwxXcia4Hw5ShEwuTdQncqRm4LhFLi3qnFbFbtXYlHWFzp7u+WdC2wJKA8Qh2a65Wq1aYXGmM0jl5PjiLuK6OBhGinUNi3UrarQeAOKnyv1m7vsDl17l4vLiofOHW75FncOelKx4CwproR5hZf89DWVChdlnzwi0CYmmuGCshhRnV4rAWItCo3W/n5XMF5Pmw28I2QUDaKEwECgwuBTQgRl7PyU642BUhXPfHXwKKAv4ZNwGVE2FcHRNjS/CHJxlU8XUNX1uxpdXfnVxoqPVA6RAmFZY318LmIQKTQ7Xl4ZoIc0pBR2NgFp2CEwS7I+9FXRBHqGSNToTu8DgL0ZoYAAVt2RGKXZ8ZULREL9Ksxw7q7SlXrbofTXR5iCEuV1xWMIGICgiQ8EvM/G/1yw8R0VOUlfAU9OZO9wF4+sqP3wrg/kt6PHWl3UMDJqXmew9uIYlAKlZTt/xqBkeQKwDjpNgPAXF31s/OZ8vHQkQNV0YxAGTABERZF4CI9oj7vbr+69LVJQVXQgSnGW1Aroei/HGxgKlKHYEwIDaZQiccryDdMWbg1LaOYujPe98zBUKQY9fjTAX+qyd/c4XO3ysSZ7p8onuvUqadU2VnOW5GzMnUvt0yDnKUZV9w5rESI77pbEA2whDAgbINWKws7CI+/ntf6vAiUsqjUgCm5B4CiP1hjDCtFPDGRxRJZT5R3n0Sk4zw2tlNYPGH3y+U6CxImVTi0+hNouOq/agIpxLi5kTBBS8USguEUjqt3SQlmKGn5fooqs2J6r4xyV3aeGQDUe38Usfq6B2vB6pCVc6lMGMroo5cCDWTlEoqHWDApmIus4Ekjn/2PVfog7r8kYrLdF9TDEAXxf5Q6f3kI+JE7d7aIN3M9ir0yGLsCxa1mzVLSWyNilwmh4Vu3ckoC4llI/m41z+dRRPCrGiUfFjF2e588Y8g1qUAWESZcixinMLIoaTfYaRbCyNUdJBoewjNVVk8OkscncxBiwK4iNqFklCfECE9tjYXU0lT4+izf6Afl+sCTGJyRQDOII4KMGRUyM7VXjY9FonAVZH1D6j1OP7pd12Wj+aqxFiU2vO9GaN+NoDblmI3jEvEyiLWbu9rr1KQsiu56wRYTzlBlDXgjEFQfZbyVCNuQFZGi2wTshin3Wmlqx04j2ncufE/A8bA7iwB1Pm5X2wts5ZNGJd7tAxsLfdJVGZS0r4xTejHZ7QAMo0Xa8nCwhojDLBGnBXQefCaNDMSs+Xo896wd9QSkHvQkIx91iWoaWEWwnBI2jmmEZHF6ACyDkYFcO/5yFuvxEd0+aNQB7L02QMC5ID652TS+VFGVIxWpIbs3hGIKxIxguoK5BwYOlIcFMBzZs/+Ii4dwpRx86hjkUZ1Yxh2LkCQ3ZUcNnXmj978ncColrGzUZnFyPP4TtDCPAKwEaFKI4xlX7gbA9TyjA+VhZsF2CXBj4X9JSwlYd0lNy0ACBujzB5LI11Hn/cGIELFzwG76GRkAgI+IzKg7kZgwGjNQoGBQKofIeyeK67HMsQQjxKX082BAPx/AXySme9a+da/B/CtAN6lf//fK19/HxHdBRFgvB3Af70Ux/INxTeLQncKQyDjxJ1hz6y92vCp8jaAx/bFvQzx6tG35H9L8S30fnAEyID0bwaA2Ry0PpVjTeMDiSKmdGmqq70PlrOCfQcEBShsnxBzCECz8mAJEfHMFsx0Ipu9V9HHZSPXbG0i4Mb2Tj9ekP+Wwo4VVMi0sxW7s3tmv4hXT/6mAA36c6yzaSgL+V1VlQESBJmVhw/y+/QcD6zuwROJpDyd1umyASYjsQv0BoYZ3FnESYlIlLtEH/zwlaW5HX3hG/tkZdEiHF5DHK3Q+VsvM/PqfS6UVun0mVZmCpPolWkDnJ5vc6jY83uO3/czOPrc10nCebbIGyDAVSpkDYQNM6lgZk2eYfcTJ9RcFV80TZDCvzBwtQNagLYXIK9JhiasZt5kMCGHs8Ic8QGEDtiKAEfw+gRcWBQAlk9Rb3tHcLPYz2ZaAqwDNU+uYiwzarquF77VoJXuGLZ2YIhEIE3nX68KrTiBsE0rIEhVqQ4GemFPQFglHaPbKEETRrFjYRovXT+k7lNig501brQSWYgLosoN9GwcYReRAm5q2ddyVgGPjtBNjHbBCbZhsRzb7hBGVtXZgXI7wM5762A7j2Lhp3H8s++RxJbFxhIhiOCndnbJGMRJKeemFryk7AYelyoEK8+Zi7WNO4jx6vqvwzz7GXIt2k4EJSG6K2bpM1XaFL2gZmKEXWlF/ztf+ub8HI1tC5P2vdVRQBUPFbHMDv5QDbfTomwDYiHMCtN6UOkEDIgyHrEad2/9Exx9yneDHj4F164DAMJan1NR08EmJxsioLBwsxa7t00QS0J9UjqsdmshXfNxJTocEaBWRzTHsq/SshN25Qqbkc504M1p/n3HP/0u3PniHwEmY+xhBCugEkcFQCPYR7ZhxhXipJItiOXZAsi9+aSjglsLHld51p+t7cUxt2crrA1hHLHrXbmu9No9+szXgupKm2TKih3VckzJESzRpIKKX7KADMbHPDpmlwGPBeQdf+jncPT2H4Q5tQNSUCrWqzo+MeuJUMuougC/VsHttvDTQmyLCxnlKXa9WJYyq25VmUEJtgbu5BzUduC6UCHaDrGozj0oo8yYwDA7S1hAnNCUISnHBXFqYILdXXEyM/K9R7PNHeLiIoIQDsiYQ8ie79dOXE5mwlcD+BYAf0hEv69feyMERPjXRPS3AXwBwDcBADN/nIj+NYBPQJwgvvtSOTlQtXIzp2I2WR8aVZF1CUQohXr7KMX3ZQ9DQDrrBCAYAqjov8aa3TIDs0XfrU9jDM4piMD5fM/n9XvP8pf26DMk725ArTQ1oeDOg0wEmMQVIWkdMEvX3FnwIyd75wvVoSBjwAlpPk882thBsuCEIXm/hcyuGUCFhXrLTm56q5y7T//jx72811ykYiyE3rWibVU0VL9fyXxkt1bAj0y2dbrSIX7x/S83iwYUI/x6JYmLCh+BtShRHYRY2X6mcEVF2jQesXLntS06fu+7cfT2H8z/X6X1HX3u63ra6kj8z6n1iFoAhZHLv6c6lWZ+GcVDu6CdOcKNm2rHV+auOmvBD5xb7B7/xDuEnQCAT56WYtQYUFGAOmEqmCYijAysWkqZWW/liBBw/I/2Kixf85EATp9myAuZqfdeHEeShovOpIZK5mCvuIp4CmVg5eg68MZE5lFLl+fizTKg2O3QbZToJgbteo1yO8CNnIABLGMt6TzOTtATdfqVX9eD1EkQ65V//p35PpGiTAAJdiRPRAi9N6rqPbHYQRbbXhwlmNWetJAcnBlhUshcu8bZTh/HP/2uvHax1L20aQAuYHZZtBbWRrCzRpxTlj5rYJC/ggKDVzBoPAZ2Zv1IkwrJGps0MoxauDq0m+KOcdVy0E4BoKSGDyjVH5LTRO4dVboAOAFO/aSQEZhdYUhlIVhV0z9fp/74Az+Lo0/57vz/1UL86At+SApZq13kEGC3PaqtSoTmSDRBiOteQDgJMu/OgEMbKE7M5M1m876LvjL69Wh6G7QzB4wV1uSozhRzsVy1oDO7wLiU0dGV9z1QrjeXKkIANZ2yqHRMRYHO1GyKdQmuRUBQuu5XqXCJmn+XJZIdOIDcAJDxWaHwC2tsBJqUafJX9TR0L8rjVucXJD7+mZ/E0Wd9f/7/6mvufMmb+t+dQIImyHiiMgSiU6ZZFGYEdRFmaw77pUcQbzqcmYykDUpqPHgs9+PZIrPHP/2uLEQr4zl6Dl3INYnppLkRA2WALut5MD/5QLAhrvm4nG4OvwE8qlnmKx/lZ34cwKVvcaSbMEZwUEtIYIWRoAWqu5zYygVGEjkMIW8yORLQoIV66vbni2yN6CmEIM4IQSyTHqtb//7uX57/6+37ZPRgNSLL7zNGdm+lFMakW6CFZOw8bFkqY2BvcbAKWJwd98x+EcBedsZqcNvJyEay8oRcC3iPu7f/6aO+7zUfyUYzsWh0PEe6DA7dEZkLvWqFWIrEUAlRhAbrErGwWcHeb8iYkVkGbTjoHHobpGCKInRn2oAwLmDn3WMmfPuZxU7zlUyA8TGLP5ICG9QGSbI+/hnYsdg+su4HyQ7ssZgDCQy48/C3n/O95DSRRMpyKJvmSovSXZGYzXuwII0PpP1VGVdouzzCU5ycwR+eXLXD5ZGI1pIxwkqoCnBdZgcFEQO1KNQaLPmIswHadXVT6URgkSIeV/D0g79y7rr+4Id/CF//KlljH/rgG7KFF3Ux2/iJLzyhPiXogl3GDOC5E7uIazWidh3l+2IH9liR1u7RW7/nnO+Z3aV2kGMWmESMoGULXu3uPdmibbMjgggYC6jPo1KcB6oSfqwgYX2Vu1nOgcoCBG04rI5OpRHBJGbHLCMFdY2gGgZptMZPSrhZ+5jz1udrSgDA8U++E3e+9KwCxweUJ+aIVQG/VvSOOa0X9oECvv7hE3D1SsNHBRaBx9aKScDc0We+9pzvsYrmpfPPNpKtB4/LKybselVisQTFKtu15oJVhcbjuOjdj65mGAJ0xCE7lDkHagPYqZZFR6BmmcWI7U4LU1j4tVLdalTDxMrI2GO5wxz/3F2P+r1zDm3RgQsZO2DHsC3DLiLcrMtuNXFSI/7x52EPr/eNt3ElotAA7v79H33U98/jOisAR4pYi4htLPX+VLYpQwCNK6olNMQQFxgHoHq+MsFtJ/Y/xmRXgD1IPjywswtsrF918RLSjZPKs5K1VEAm5wml93PqWHOURCJytkN8Ig4UqbhP8erRt8h7Lxuwafe++CzQIC4WqvkgLJDHAhHO+b2P8tpcqDkHsLAwCBbHr5DLxlWJpD2xipxPJ0IFtKIib2cdwlhu5d/4tz9wFQ8W6G5aAxtCu+EQSoNQEWIBTL8kn1e0hHIZBHm3Ao60GxXcrINZBlWMj/Br5UU/NI/f++5zvnbnS98M8hHOx1xoJd/yJKQXRxXAEeGTfwR369OEpn5kY19CXOe73+586ZvFmtKJsn+o1Qd73j5mwnHNR9qXjJEOZGQguXwAgA3IbSac2zW/ksFVAbYW3eEbhEJbmizUGS1JAekIzWHdm6N09EynVqOBxa7MPDF2xapffWIs/Plv+AkUs6Cz56z2pjpLrKDqL//qG3H01u+BCQFV02F56waA/VGXj9/3M+d87eizfwB8pATYiu4IMxCu/PjflQ4OMnaVhWQnYwESALWV60HBq73noipAhzcRbtyE3VlIodh4GRVgBooCPCoRxnL8pulQnpxLwe3FXhhGvv5EqNNn72VH73g9aOlhfYRN4n/p3vBBmATqDuX/5Iuwm5sAANpY25dzzfHPHzvna6/+yreBS7HelbE5pf0X9sldjKlwIUKAObMjuUNdZZZGGikMbu8c/9UKXp8gVgXCRIAwO+vElan1WfjQ37iGUDvE0qA8vQQbg+LUAsQMv1HDjyxMx/jAb1zcuZwv37/zpW8GYoTb6eB2ZCSBAvd6StBmA0fQ1gwY1YhrNcjHfbEMzwdw3PnSN2N+20itsyE0NIgDx5MaBLvKwSDER+1/X9ngA3Ic+4nrAky4Z/aLUgiHCJgg1PtC5/O0W7YqTHg1457df57/nYtnQyJQE1Zmw2wvYghDIDLZuQEh9CKGl/LYtMg/H3PgbADgG4pvRmyWMKPRvoCExwydmUPXybjFZTjHAxtppES7pUlF/SAJR60mk1/zF9+NUKnCdwd0ExGH68YGfjKCbSOKbXkom1ZFkJzJfs8fusQJXzq2b/gzb0dS9wYAEJ2TTLzKfBP8fV+Cu/Vpl4bGHUSUyc1FbT+WBmzKS36OBymOP/CzInwFZOom6hXNE+yvU3S5I3Xvv/6V70IaVwwjFfyC5HO+JhhP8KPexrSYi/gX0GtBXGob1g+///X4c9/4k9m9IcUq8AAAaNoMIv/KpWK7sHRzadFefVHiKxR3n/oFefZayDNmMpZGRPKff5QxgKsRq1oVR18gwBE1Hlz07EUAwlaMEWwMYl3AND7rK5Gy2s7RgnmCkdlaL3nTOTPtZwvNvsp8E8LWNuzG+qXZF3SOPTqCbWQ2PSvhP9kjNcdIxSi9AZwwPw7SnH0CgV759e8UlqACo0wElAK4c2lBPmD36aWwA5oCpgm93WUXUXTxkuvspHzhVV/9Y9jjKecM7v69vXvrq8w3ybduf86l0T2KEeVWh26iTlOlARfAh/7DGx7/Z4cY4irFdQEm5Egz+CtxkFX/V7ucR2/7PrFsCqHXeHAOaNtzzul8P38p40LAgfd3/xKvMt90DrvhCYUx/ejEo1uMPqni+EM/J/TjpIGxbIFJdeAFz1Z1Dl72HcfgRxbVGVFgXm4aAAa4yWHz3uUVPa79IPuXyo6RnVMbLotYCvpd7FwSOZgDHccf+jkcveW7egHG+QIYjw600OSHPtgnbF/zl94DLgC3iKBWCpPoCF5BMrc8l4FwuTp9v/off/BxX3P8kX903jGbJxTOieBi1acKedzhyR6q24OuA6wUY1ebtfhYcfyT78z/vvNFPwxem4hIrxZpyd4zCRCeHZer0LyQa/aB+G/wKvs/XrKcJVYOhmTMIdQOxooTxZN97R6/72dw9Onf22tDAAA9ut7EQYgPfmgve+qVX/9OsQdOGjpEMB5XRdthP8DwpXqucekkV6iMuPgAcM1VHmEdYojHiesGTLhn8S/2aABck2J9dSUUqzTXCwBti7tP/PzVPa5HiQ/Ef3PJ35OsBazQUK/Jz/AiIrkXpDjIicGjha8BMyGYIA/GVJBdaQXpC4lLvW7juEC7KarQgKj2rxatT/pYSWyvRaFJP1ZxUAZs1yd1/+VfnDvverXjUgPIPCplBMQZmF0B/laL1idr3H3qF6Qo07gmz9mSuCaUYtGY4lIzZy5VfCD8q0v2XrG08JMCyxvkvKdfWB5oIOhSxvEv/vSeWfxr0W44ViLUHN1eAOFs4OEgxKXOF8KkhB/1QAIA/Op/OFeEeohLG5EPkpvDwTiO/cR1AyYA52oAXEtx/As/1Sc3bZfBhCelFeKjBI1HMoeNR3eCeLLG+XQArpX43f/ttXjJ9xwDWyBYwLbAR3/hXNGsJ2uwEzVz04kQ5fncKZ6scVDGxy4mfv3fySz81/yl96Bdk8yumMXrau3GuszU8GsRxHwisZ+5/YMWd//hj4t1IgBatsDInVf088kaposCAnqZjLzYefprNQ7SCNl+44Mf+iH8+Vf/BECACYxoCb/9/zt4wO3lDIqAbRmhJPzn/+Mqa7IMMcQFxLUHf1zHcfyLP53VlI9/9j3XJOJ8sXHn+rcB4xGwuXFdAShPlvjYz/QF2H/5xesrMQi1zU4c//nf/P2rfThD7DMSqHD2v5/scfSFb4RfK9Fuyp8hrq24+w9+LHfjr7bQ3tUItwiY3LfAb71v2HOvtfjwPa/P//7V//T4I15Pljj63NeBfET9yBL1I8sBSBjimonripnwZImDrPNwWaPrrvYRDPEE4iP/+PoCEVJUD82Amyfw4+tIMPRJFtdbZyyFm3dwc6A5VD3+i4c4kHG9MUoAwD20hbh59axmh3jisQooXC9x/N53i95JVYCLIV+4khGZEPlgaLHxNSiRMTAThrgmIuzuiu1R56/2oQwxxL6CiVCeWl5XXe0hrv2In/0T2Ee2YR/Zvq66g0M8CaJwMFtzmK351T6SIYa44HiV+SawcyAfBxvIIa6pGJgJQwwxxBBDDDHEEEMMMcQQQ1x3EUEIB6S/flCOYz8xgAlDXBNxOZwhhhjiSsQ9v3dwvL2HGOJC457lL13tQxhiiIuK4594x9U+hCGG2HcMee4Q12pc02DCRz/60RNENANw4mofy1WKG3D9njtw8M7/GRf6wo9+9KO7RPTpy3kwBzwO2md3peMgnf8Fr1tgWLs4WJ/dlY6Ddu772XOHfOH6PXfgYJ3/sOfuLw7SZ3c14iCd/77W7hDXR1zTYAIz30hEH2HmV1ztY7kacT2fO3DNn/+nr+Fjf8JxjX92Tziu8fMf1u51ev7X8rkP+cL1e+7ANX/+w547nP91e/5XIhgHSYDxYBzHfuLaG8wYYoghhhhiiCGGGGKIIYYYYoghrmoMYMIQQwwxxBBDDDHEEEMMMcQQQwyxr7imxxw0fv5qH8BVjOv53IFr+/yv5WO/FDGc/7Ub1/KxX4q4ns//Wj/3a/34n0hcz+cOXNvnfy0f+6WI4fyHuKzBIMQD0l+PuPbGHIiZr/YxDDHEEEMMMcQQQwwxxBBDDDHEFQsiet03vutP/+Tz77ztah8KAOCBPzyJ933LB3+Omb/rah/LhcbBgGGGGGKIIYYYYoghhhhiiCGGGGKIayaeDGMOQwwxxBBDDDHEEEMMMcQQQwyxr4hMCAfEReFaHHMYmAlDDDHEEEMMMcQQQwwxxBBDDHHAg4j+CRE9TET/7VG+T0T0M0R0LxH9ARG97HIezwAmDDHEEEMMMcQQQwwxxBBDDDHEwY9/BuDOx/j+UQC365/XAPi5y3kww5jDEEMMMcQQQwwxxBBDDDHEENddMGTU4SDEhRwHM/8aET3zMV7yFwD8IovLwm8T0SYRPYWZH7hEh7knBmbCEEMMMcQQQwwxxBBDDDHEEENc/XghEX1k5c9r9vnzTwPwxZX/36dfuywxMBOGGGKIIYYYYoghhhhiiCGGGOLqxyeeoDXk+egN/ATe7zFjABOGGGKIIYYYYoghhhhiiCGGuO4iMiHywSDr86UZt7gPwNNX/n8rgPsvxRufLw7GlRtiiCGGGGKIIYYYYoghhhhiiCGeSPx7AH9TXR3+NICty6WXABxAZgIR3QngpwFYAP+Ymd91lQ9piCGGGGKIIYYYYoghhhhiiCdZRBDCeScDrnxcyHEQ0f8O4OsA3EBE9wF4C4ACAJj5HwH4TwD+3wDuBTAH8G2X6XABHDAwgYgsgJ8F8CoIReN3iOjfM/Mnru6RDTHEEEMMMcQQQwwxxBBDDDHE1Qtm/p8e5/sM4Luv0OEcuDGHrwJwLzN/lplbAP8SYm8xxBBDDDHEEEMMMcQQQwwxxBBDHJA4UMwEnN/K4k892otvuOEGfuYzn3m5j2mIIS4oPvrRj55g5hsv5LXD2h3ioMR+1i0wrN0hDk4Me+4Q12IMe+4Q12rsd+1eK8FMiJdG+PAJxyUSYLyicdDAhMe1slCvzdcAwG233YaPfOQjl+yXv/w1x8AEwADRAmz7I+KVv9kBbADTyfeZ5P/EcrT/7d2vPee9X/jDxwAGYgHYpXzt4z9x7usOUnzNX3oPQkEwnvEb//YHLvp9Xv2Kt4J8BM0bcNEvubs//uPnvPZFP3AMf/ieg31dHi2I6E8e5/uXZe1+2Q8dQ6gBXwNcMEIdhXNkGSijLEwCjIsgAshEGMNwLoAIKFzAodEcAPDhr3/vOe//jb/2PVgGh+esncQslACAX/pTv3BJjv1yxYu//xjIy78/9jMXv55e+MPH4BZAuc049Mk57KzF3b//o+e87ln/QK7b5/7e37/o33W14vHWrb7msqzdr/rWu+BHJLs8AaGUv6OT/ZdNv98y6VL2e18TC3mvz/zQuZ/zc3/yGMIogguGWRh89rXff0mO+3LGS773GIyu3d/72Ytfu3/2L78HFBjlmQ5shYT4oQ++4ZzXPffdd+He1x3863K+uFp7LiB7DEPWZ7uZcgMGG0jeoGta1jGDqyh5w9JILjAJIMv4/Le+/pz3fs6/fAesCwAB7cMjAMDnv/Pin8FXIl70A8cQHWAb4A+OPbE91zZAuQ3c+FsnQD4CAI5/8p17Xvfsn74LAPDZ77321u7V3HO/9i+8G93YgA0QHYG431/ZAGxI9teiz3spyvcAwIT+67/3D8/9nJ//1mPyOi979cffdfDzua/6W3fBtlJq/Nb7Lv4Z/rLvOIbRyYDp53flC0S453fecs7r7niHXKM/euPBvzZnx4Ws3SGuvzhoYMLjWlkw888D+HkAeMUrXnFJPDNf8b/chY/84+8HWJJVBmAYQBBQAQCKBYMY6MaEQAAF2WApArYFQgEp4B7liOwSKHcAP5KEudwFXvadx/C7P3ewNpOvf6XoXe7cViLeYAVQYUlM60caAMAv/9oP7+s9w6SEacPemZounPO6Z/2D96I4dO7kzZ/6lrvwX/7FtZcwnB2Xeu2+5HvkgRQ35OFuPMCRQMFIImAZaIysU0/wGx7kGLYCQgTakyPAE7DWwd4Yz/s7/vtf/3u498SN4EhYLxtMXYMz7eiJHvplif/ur74XO7cZ+DHAa8hDXC984zEUgpXgYz+1v/utm0pStXlvADsDv1Gf93Vcn3v9vuz18vkcdNDwQuJSr92Xv0auDRWyl9pWAC+3lKQ1WgJF+TV+TIhOgQYArhEg14+Adh258D477vjxYyhnQJwb+AnDtIQ7fvwY/uiHD97n8ef++3fj5AscogPiYQAMjB+SZ8TafR6/+h9et+/3bKcG9ZmQiwWc5xZ/9vvegbhenvP1l7/mGD768wfvOu03Lke+8DV/8d349f/rdQiVAgXUNwhiQdJY0PwggV3RAewtil1CsQMsjwAUCfE8+8az3/cOuFKej8EbYBxgThd49k/dhc9+38F6Dr74tcfQrel1WAdAgJ8AX/66YxidkMv9O/90f8ccaqDYAWzD4NKBS8DM23Nex0ea8/787e86hs+8YVi7Z8dX/5X3AJAeAwUABNiOwYYEHCDZWylGsCF0Y/m65LgMt2C0awQ2BBPPfzgv/JFj4AoCljnABuDLf/AY/ttPHrzP42XfcQwwmrtvEpgEIXnp3zuGyQMB//n/2D94xw7wIwM2jz5B/uyfeS8wPrdv+vy3yDPxU287eNdqiCEeLw4amPA7AG4nomcB+BKAbwbw167EL375tx/LyavtEkIrRZjxjGIuHYdQEoLWE8ZLEmE7lmJtLAnul73h2DlobLELFHMGmITRcEnSmksfs6eVkswXlBMlYmB+o8Xs5vFFvacfO5jSwJQWdt6BunAOK+GZP/teoIpYlfF4/tuOoToFFNUTOaMnb/ixdg/cCqhVAhwIFLTDwNohCAA7i1gyfGdgFgb1SemQLY2DP2xw6/oWvvHXvgf/8Wt/Jv+OyIR2XsCWAY8sJliWDpvl4iqe9aPH7BYj5097WUXtBtAeurgbzq9FEBuEymBxU4XRw+cmsHf8n29HeRhoT/VAw3PffReqA6IMfBDDdIxQEdgSqq3YJ7QaNgi4QAEwnuFHBOMFRChmrJ8toV2XfdqPz/187VKBBgLKLYI/mBgYAODUHU6KU2XFEQPzm9LfF/eY9iNCGyyKbQ/yjA9++IfOeY0rA3Bk7/38wjceQ3kuvjCExskvc3jhj0gh0oMIUjylBgOb/t8AQIFQ7ALVafl/NwVYGTXP/N/eg89/R1+4kAGMYXSdRfQGiIRYnR/svdrhR33HOjGJQEBzBFg85SLflAG3AKrtCL9Wwe0057ASXvwf3oz1Tcb2mT4nedb/+l64XYNYHNDk6iqHbRmhJERHAiLo3sgGYGWHJSDMtAynObCbM2zH8DXBtsjXt9kgvPi1x/awUMgDNmKFkdOvj4MWmfHmMolIrgEBu7fai3pPPwJMS+BCTpq6c+9bO5PvhVG/Tl/82mNwB60au86CQYgHZLHGAydn+PhxoI6YmT2AvwvgHgCfBPCvmfnjl+v3vezvHMPLvuMY2BCIhXlgO9k8KSBvrtERQkU5uaUIIAqdzy1lQzCBc+EWC+AFbxKU8ct/UP4GSQJdzCPKHZaE+AAGk454JBqx0t/yQ8cCL/27x/b1nvObHHafVmJ5pMTs6ZPz0sSnf2Iwvdft6RqWW0B9imHP34C4ruMFbzqGMAJCpYCCfmam6xNYtoxYMcKIBXDwBPIEu2tRnjEodiVpg2MwE5bB4abRDgDgtb//zXjt738znIngziIGg5M7E3z+5GH8/gNPu3on/ijxFd91TOjuBnlXS8m8CVCEgfDcn9zf2o2jgPZIwIkXy5v+8q++8dzX/PEUAPD5b++7x9UpBQ2HOCe+6lvvks8myJ7o5hHFTP6YwKAohXCnjIToIKyxIPtttRVkjacMkIFYRTzzH0rn7Tl33YXn3HWXUMqVaksdDuw+8rK/cwyx1KQ2/dFxugQWPu/t+1u3ALDzTGB2C+Hhl5+fTXP7O4+BPzM95+v1ab1nhtgTz3/rMTz/bccEqIxAfUo66MUuYJoeREhrllfqEQpC26+2oxR1NRAqpULWAc/85z8BAHjRv38LmIEQDKyLIMMY31tgfN/FFTeXOyiNchgg1PK8sUsdRWJ55ux3z/VTRrsBLA8ZbD+7xj0ffds5r9l6eIozD63hc3+jB8iKLQM3e4In9CSNr/lL70EoZaTBzQPKrQ7V6Q5uFmCbiGgBXxHaKaHZMPBjyg2vUBMWRwzaNSNjZgEIBeXmBSAjPy/+/mMwnTQ1SPfdgxqS9ytzSMeUQtWPb4Bl3Owl37u/tTu7ldFsAlu3C8j1/v/65nNec+jTcmFXWUajE4zp/QcTMBxiiAuJA4eFMfN/gvhjXtZ4yfceg7GAXbKgrU5YB0ycuw22069XAIjgFgCx0GUT/T8WKwADAGgBE0vgRX//GGwAXvT9x1C3DLeIsiFHoZb97j86WHSmr/y2uxStlfPzI9lcJw8xfEUg02+2L/tO2WQvZExj9+mk18niyH/bm6V+xXcfg2mBScOwS8Z/91ffC7ZyDddi3+0Zoo/nv+2Y3LkRINXsSMVWXosk3TBB3hmhZgEcLINJ1rqb93ORzISdpoYfW3zLf/lfcN/saWiDy4I00RtJcO3B/DD8SO45QCnwNWCUGWsU/As1gwLta16Rygi31iIcAv7zm34kf/2Fb5S5dtsC6wuAPjPFy+8RXRS3ZKxFRjc+UFjtVY+v/DaZcTYMkDIPfEWY3+QwecjDLSOMN/C1ga/7ThmoHz8LhbAZTJeqGABG13rBeM577kIxk3VfzPp7IcVBG3F4yfccA+voW0yU+FFEsdWvnejkvn7e24+BAvCpt17YOfCzZ5g/izD+nfEeVsLz3yIz6SMdFzF/MsVXfEgLgY5RHMxb/KrG895+TJoNSwERbMuwjazhbkSyEadubNJXMgI2pD2WfD+OBmLACNuRAJTTFi8//sPwoYR1EcwAIoEjYfHCJUafqA+cZsLzfvQYqO6bDAk8YCvjSrEksBVw8PZ3yZ57IeMH4YYOy6bE8ghh8zN7my7P/qm74OaEKhYwXj6XlCO4hez59YmBEbYaX/1X3gMioNwJME2AXXpQI3mYGRfo1gqQzvOyledoqCQ/SNoJoZQl6xay9pPOTTGXsQDDypDUbZkCDjQTLDVgogG6NaC52QMPORRBpsFIcT7Efpz0QrSXYhmxuNlgcTPwX/9Zny98/avehVAIGDOJjMn9wNf/8rtAkUGRscaMdrPE4U8Pm+8Q12YcODDhSsRLvk+6C+VphumSYBKBHRAcobHUCzFql4giZxQ20xepn++Vb8gGRQGwOqPtZgJAlNsR5BnRSaK73znCyx2v+Nt3JeawjjkIPdy0Os5hGIEoAyhBBSdf+veO4ff/wWNvsqECuqmwPc4n5Jjm8UwXs4gl5+7ykBisxvPefkwe1qnjHpDnGqFgTx7DaaVrFktCtyZf64wkeOwYIEK5w6gecmg2HUIkfOrUTQhscPr0BBwIo7UGduQRPaFrHDoAn/vr59Klr2Z8+Q8eA5dyr5oWwtgYMWxL+ToZD7AlsGNEHV+6/Z3HzivatxpEjKI4f5uWjQgzytoVZhMghXIaOxmij0SvNV4uVNRRFAbQjQ2ipdz9Gp0IsMuIbs2i2TAZVGAHNBsGtmG4JcM2MnbmZgbRscyk7+q4T9KwWbknDlrEYiWxLYBYM2IdwTtGmBTcf49UV/X5b9PZ2rc89todj1oQMT72nnM1bmybwBZhflHk3HVMQmRDSNz+TgFvxyeB+qSACOwAX5N25AUszxTxqMy+Qp591Rl5n3I3StG7jLBLi1ATMA4q0ATszGq0sxJu1IGZ4BsLBMLosyU+8eMHCwS74x3HQFDx07RckuaJshvdDOjWE1tDgJcL0X2wlUe3IcXt7/yTc/OFYksaPeT7znICehJtfQiJP/3X34uyY5gmothqRAjbR3kWWotYWWHmRmXXdgRO63cF4Ez7b6gAt5CxX18RqJHGWLUV0U0IsSC4BaOb6FgZA594x8Fau1/+umOwVrQSYgG0mxF2vQMedHKeTphswMrYkr2wXNfOzR5G0mqwI9iFoBXSlIygEEGtByJQmCHXvZoRQYgHZDT1WnwCX3fb7stfcwxUAuNTEaGQzc94KQhsqxR/A5S7nCmLKSgCzbrZI/4FJlRb+joSKm3qrEcL7D4dmDwg9LL0e2ZPOVgdy5d9xzEYBUKWh0mRaaB9WovqiyXAMkiWFdatLnbtiL/4+49l2vHqnCggauSfftNr8eyfvgvlKcIL3nQMn3z7a/Gn/8ZdoMioCAARugmByWrhp6MjLSvQEPD1r3oXHvzKCuyAT/7owXo4Xal4/luPwcR+TneP0r0yaEgLZ7vQDhgDbi4dyG4KlGcMujVp87ZrQHWGMf0CYbucYL4WMR8FcGfgti3YAMutIjuV2JsOnlbCl/3QsT55JGB5I4OfthTQazbqZ5d1BCkkcFCfGbe/81gGsFap859+k6yxz/2NH8Izf/EnwG1/z77sO49h3DFMJwyPdk27NAoquE7+LrZ7Xn1SuL7QrvKTLb7y2+5CuWTEQmZ2KTCqbQbFKNoJJu27URhiRkCwYiegPtGhW7OYPcWBPLA8RPATwsZnIyYPSFEXasB08qH6WtkpqiliWpxXfPBqxou+X0DBMJLjbZ/RwNgI4yJw/7gXlVzJbdgKiAsAMIznvluYHhQoj94BwB/9iKyx3R1BUJ75z34Cn/9b4hjwku89hgoAGOgmABPBRJnzNZ3svQKERXzt//BuPPwVLo8NPR548WSMO95xDOUWsP5FGcNhQ9h6pkWoeyCIVMvDzXXP1S55qCVHaA5Jc8EoU2n6pQ5P/fWAh76yRDxZagOiQrkN1AzMnlbInlZFYOKxeNbBmpd67rvvAhGByx7IjoWw38ozBII8hwDAzSlr2KS9+I53HMsMztT9TfGpt70Wf/w//jBe+h/fhJ1PHcJz3nsX/vjvf7+wIAIwnq+4D5Tys7ZFzr5NAKiV0aHlnVtoliX++JvPHU27HuLP/E/vRbUVUJ1YggsDvybdsNQhB7MCCYxiFmFbSejYyJ7abvSbTxrhkdEzi8mDHuN5hPERoTRY3FgIWNzIz1fbEbE4WHkuIEACRcmFmkOMMI44/MwzeM7mSXzs3jvy+B2bTHoDVBuNIuOr/tZdOcelwHmd/+a/FgcI0xGqh3V8VOPPfeNPAqVc83bN5fvAdgwEhptbmC7C7TTC2IN8dgDwW//7tecONcT1GdcdmAAIshot5aKYSYv9jmF1I7GNdMkTZTE6odcWixUhmhK5c2RbYLEhRRynmUkH+AljfjPBzY3MBi8i7PLgbLJf8V1SoALCsOimUpSGcQQsw0/6AoCdItUKnORg7ZJHiHiU14cPCUWMGChupCw+9af+prAgBMyR65+uGVg7ZizjFkDMG/ORT3g89AqHO35caeoHjLJ8OeMFb5ZOUBLvZCfFEtB3ZKzqeNhWXhf1NVFHH0wHoJPrSkGuc6gIo1MRs6UBeYvQiq4CkIAhQphE0NzkAvygxAvfKAVZsgn0UwESbn/qw9htK5z44xFiqcUkK5VcKbGpU5YAMfKkHVp57+e/7Vh2cqlimYu7l79G1nMoqderMInNQ3BLADAwjmGXkqh93dGfxNpTHE6/QETCPvd3r68E4eXffgzOyx6aLHcpyIV3S1mXKcFy8wDbmswqYEcIJEyE6owAD7Qj69bXhGKX9fOkPsnTfdt0UqxLIni1r8K5kejDfj3i8JFdPGvzFJ4zeQT/+sxXwZxwmVqcRpXSNRKGBudnk+lk/SaNjjveIeM2cbNCsW1gIeCF0Q5bqFZAcr13bCPFcGLzUBSQ/dBnIhZHDLqpAHcff+f1s+cCABhY+xJj9EgH00aEysJ0FqHs1226dkkg1I9k36Uo+cDs6QxXyzPOeCCMDEZ/vA23KBFbeV2xK+NRbIXp0K4rk2rXwWweHIrTc999Vx5lAOR8/IQRph7ujOstslcAhFToCyOufy/TiqhqYnSxAe74MZ1RN4eRGrXPf4uMi9KqFfcKC9SE/j3kjfS593sbiHcs8WX/91sBAB//C2+9LNfkIMaf/cvvQTWPKLZasDMIY7nwTAS3CIiFUaaeXExh1cgorl1GsCOcWiuFnVD06xyQ9bq4waLcMaDACLWRUWDoeIDqh/FByxd++Bis7qfdFMDTF7hxfYZXPu2PcNjN8Lvj2xGXlPXSQABayWlFx4bymJLtVCtFF96f+WvvlZHgQwbVFuf8+Gv/h3eDDMl4nhGnh24se2y1HfMzzi4jysaDCXj1y9+C8uYJztxRXJ977hDXZFxXYMJXfttdMJCHdix625tET0yFRaInk2cQpy65FGHGGywPiWWiTTOnHcsDLUiXp3MyhxVLSQBNByyOENzColhEdFPRU/jD917dTeKlf1dn3SzAkOLIjxl+U/yvy3GH9pBBKIusVh1tP5ueknZSuj2Mdn5Nn1ilBH/yJaHRGd9T8b0mWBTkgdWpFpjQwQDjGEwGbiEPrXLb4+kf8vjiKw8oZ/kyh12oY0Ml1y8ltEkrgY2sUwpAuSPFhltSLqKLpdIUoeu2laKMtiKqU/J+izFlgbFVb2lioFs6bBya4SX/z5vwsf/P26/adXjhG1dEkfT4YgX4GzvcdtNpfO0N9wIA/kW4BbHgnOCyldczAKh2hNA3WcdpDGyLLCBWKECWwLGv+K5jICPXqd2AjJt4KVj7BFeARinaDNwioNjpsLnVYvNTwL1/7QAPkl6GePlrjuW50IRGRSv6K0CiJ3Om2do2IkYBZmTvYAUVgdHDHfzUwtdJPh6otjwoWjAJvbTZkPVenwaWh+RlaUQg7VtXM5IgL1c9lTiMI7712b+NOyefwO3FFB9++u2Y/cmNPVhtAC50ver7cCEz9ygjQmNBLYGiUVFL+bnRgyZ3yhNosLxBgDTbkHaURUskNCR7BwPdRO6F+kxAeSagOi3tt0deWlz5C3YV43k/egzVNlCf6GCaIJ3I0mDyUMTisMH8FgERSFXxQTIiUp+RkchQEgoCunVCe4jh5oRyS0G12qE6zVjcIABkqAFK+jQKOnDJoI4QO4tn/vOfwOe/9fVX7Vo85y5lwUDV/PUW9BUQxwF25OEBuFkhOYGOSsZS1m2sGFwy7EYLWwSAgWargp1ZFFumBwIV9EvgbS7sGOAC8CXyWk5Agm37/I1Jb4ttRn0KoM9V2P3LB1R59TIGE1Bst6AY0W1U2WqXLcGoDa+IbCsrzMrfnbWAISAwRqcY85t61tiq0L3xEEYeRJy82JUPyXSso1Kif3Oh4wGXM17w5mN5HUUrwEC3GfCsG0/hK498AS+ffA6bZo5wpEPblTkHyONxOtobK/l5E1Sbw4mOmlPbeGJgdDKqbhXjz/7l94BLaUK2U2FBg4SJJjpACgCTADtuXsDuLIHAqB+e45aHgftetXHVrtv1FpGBcEAQsINyHPuJ6wpMYLPy4EnCfqkzmbpbQWb3TdfPNOUwhBAZ0/sJzQahmxJoCdTaMatOy4iA8fLwDHWE8bJrWy3cTFjJCK9QfMOfFveE9/92ryz74u9XlFbyxsw4COMIN+0QvYg/oRO2QtJRSA4PAHpqOCRJDZUkTHYJVV7vGQoy509Z4TfUujF3kpckSz8TVOzHy+uFPmkUsGHYRcAzjs9BPuAb/p+3Y3HLCL/+7w6WMNVlCQbKXWRho1ig7/7YRLvrCSOpQ+vOCG18eZh6MUtNzgAFdipCfUoAseaIeJ9TlGLDNoROgTdsF2gmV7aguPMlbwIA3P2xs8AL2pvc+BGjmHQ4VC3wl9Z/D7+5eLaAB1YSe7k+1NNrOxlXkplbRqwZYRLBhSxW2wBR1217SEA209IKmMN5LcdaOjGmS8WcXNxQC7XRzTxMF4AYccc/7XDnP34z2huFVvKhD7zh8l7AqxwihCjjXQJG9owwiiLA6BYy0wtDCKWRRLQDoA47nDRpGDBNhHEyWtZOCaaLqE9GxKJEs2nE894AiKKe39h+nVxp16c7X/wjuPsPfiz//4VvPJafuOn+jQWDyoC/tv5JHDGCpjbe5SKfnXb5LANpFpfk66YMeMZTTuKBrXUsT9cIDFCri5YFsAgjKRzMUqosvxmATqq9WMk6FRCMwc6AUhJdSTfNedWyCYyPv/MH8cqvewcWN0sb8jf/1ZObYeNmorJumwjTBsTKwbQRposod4GZFfAxmn60xnSiCzI64eHHFtERpvcBzQ5l9x1fE2Jp4ZYMYspd3aCFsm1U9HkUwLBgf2UTy1d+3TsAAB/8lfM415QAG86NBHYMt9FgfbrEyeU6bAMsb44gFanmgsFlBKoIN+pww8YMpfNYdgXKzR0sugKn7j0MuzDCQNSOcKvNGNuQjugx4jgCY9l0iRjcWdDMwjQGBfegDhNgFWgwHWPjfWugCPzZX3wPtp5h8Yd3Pfk7vTKuxGBjpAkWWIW1CWwNyDPgSFmnAEhFa3cj7FKBsxMMu7TYuc2CoaCsMg9yI46QGXxuITladLJebcOiC3IF49WveCsA4J6PyN8vePOxPfl2TGzCKuKpk23cVp3Ei8sH8GCYopy0aNcssGt7Nzfdr/2EEUYydkSWwd4g1CWKXUJ9gsTVjXXfLOU+SWxQX0lz0QQBKZK2Eymjxni1nR9ZmMYBPoK6APiIp//7Ezj6b98Af0SeDR/4zV7UcYghDlJcN2DCK/72XTABqLYCQmWQFMJFI4G0cybJrm1k9otYxcJYEF2GjD+Y0KHYNWg2ZRctdoJQnjoHXxNMS5g/DcAkIM4s/BQYnZAEwYSe2nfFENsVfvpLvk/mFQ33nee9AAEhLC3IRfjGwu5aKQJWxSeVNs8qoBZqwE8i2DHaEVA/aAWBVRp+8k13cyAqqSCqQFq3puCLiihFSFfDj2XzZQV5wEB0Bpa9iNb4KA/Aaw/A23fc8WPHUC6R5xHT55keRtHJtSpU9FPmd2N+UJmO4Gsr1kcK4LCVjnqxK0lGuSOvHz9osft0UiqrPIVXxx4iEzYnV047IY77dvIL3nQsA4DRQVgGqVAsGNZGfP0Nn8KNFpjFSpLzQICLIG/g5pTXbyyAbiNidOsOnI3YengKM7fifFFKQmCCFHv+5hajtQZl4bF1Yio3T2Nz1xiGQQR0HQGG0J0mFbEzAEnBS4k+HgIQuBdtfZIHBaVzBkbYtLnDJXsvwYDRTQwqz1oEMOy86+eokzguybVNIq1sCKGU/dcuPaozVu17Ke9NxVyEwFap1c97+7Gsh3G5I06kSkxMGtIOVxo1ABQINAyzMje28/kNVKnALyOoVcl/BcTYAdXGEtNRgxcdegBPn57BZ9eO4L4vHoGZWTlfkqKPp8IqiJvCZChHHdp5gbjOcFVAjISwcOCFxfJGKQTKLR0RqY360Ytw2Ku++sdgiPboCD1Z43lvP4bpKaDcibCLTvZcFgZNMQswLaPcNmjXep0khPQsleeSXQSYwoCNgA7Lw/1nHEYO5XZANZYRQj+R9dFs6P7sAFMExIUV1pQnPPPn3nNFHB0o9tXXs/7BewWETaM1hT6kozZFjAh9AgBYGZmHOmBpAU/AKIBchCkiiiJgrVoiMuHG9Rk+c/IGTKoWtzzvEZzYmqJ5cAQKhFhFFDcssTZqYA1jZ1bDEePGjV1MyyY7DJ2cTzBfllj6KfgUiS2kAuVR2WRJA8R4zoKvT/b46r/yHpTzRPGQ3JY8I0yMuDjNALvwYFf04uMkIIHtOI8pmI5Rbgesf16K5OVhAz8CjCcFcIV9kxpKFOVn/ZqB8QTz/2fvveMtu8767u9aa5fTb79TpRmNNKq25Ca5IVu2UMNJDC/wYoqpSd44hGJMCZhiMDbGljUQQkggIaGFUEIJSWy5d1uWZMvqfUbTb7/39F3WWu8fz97n3NFopJE8ckPP5zOfuffcU/bZe+21nvU8v2Ih+wo7murF9dHPF//CvlHqO2qGRQWyBoh0zq5omb1hgwN5QDoIwci8iVcFlbTQTmtYVC2n2RrQqg4ZZCHtWpVeO8LGIWYg5yGvFwXDKaEsBBsGF3tctXDP6BtpSgwUOlfEbZlzdebxSuFCg/a+KCjkkKbgPD5ofmVP5HPxXDzN+EeQFkhoC0G/cFMoNiObaQ4ndDlruqAtePTQ4gOp5uKlS0PiCbwn3JAEF8CFmspSgotMscGO6G+LcKEnazryqi7EiPzIn/fZ9vK+7vJfZfHyFu7yBiiBHAcU3VgD/S0FT7ZIhvKqdKKD1YhkZwapLiBr8i+PJcnJG5DMS0WkNddjvt5jS62L84rlYY3sPMNUPODuO3ajk6JyW9gMeS2CVC7yhXig2PXZhlArAMxaQLghXeCsqhjOCKKhuqKJKxqdOsJOhulnVJYTrr7qnWStkO62QJIZA7VFea+vNdeMZxKleKAzwqUdiX75Mfe5VA43Q6HxhD0nqIOqxsaKqOuge+L7lh0EnQrtR1lP/ZjcEEFf6CbDaUmOs6bDxw6ba6xXvPh9b+X2G97xrH3nvb8hjiv+O+tii/dr+6Cga2SzOT/88k+yK15mfzLHLau7eeDIFibrA84KVziaa3ZHy+TTOaZjiJcNpoASZy2Pm0mZn2tzVmudndU1Mm+Y2d1j4CJ2x0v82cErOHZ8CrMYEgwU+nCM9TEbUxY9leIyDaFDhQ6sIqzmKO1x9ZThMMDG8Uh4DAVmYKgtxlTWHWE3J1xPqByTi3Hd5b+KiwPyesDiCyOUFSvWW/7463/cAsQbDlzBqy2EFYOhJE4gYzppARjM0FFZytD9VBLc0OC1RqU5SuvRa8JcJs6wY1CpRTlHvNRHpxVcEBX3SlGsyIvOcdEVNsmzW1C48ttu5PhLDd543BvqnPeemwgDVdC4PDMXLrN7Yo2hlRv3aLfFdLVP5scIONMXzYh4VTaiec1jq56Jszc4e2Kd3fVV/vnsJ5jQOdtMlRU3ZN0pLnx+nczn/OBj38x6WuXhz+yGniabzlF1izaetBdRnxww0+gRm5xGmDK0Ae2kwvGVCQbNkGxVjs0kispKQNTxRG2Dzj2VpYTaYoatGF76xpvIaorBFrkvpwpbs8/92dc/YkHlMqeaoSNrxejMjXjmOndo65l+IGdjVyAou0jWxni9gPVHQs3DeoKh6P5U1gqdoEBhY7nG1VVHXhGKSjgQutVwStBSdhCgckXYNti6w1WeXeGPC35tH7bqyb87HtmsqkDhIodqZczOdJit91gfVjm2MAltaVV3HpvAzA8I1gO2XX4U5xW5NRw/NlkUA8H2Q4aZRk97zmmsMhn22VJpc6Q/SSsc8s3bHqB5yZDlrMHnl3dxdH2CQRIx3egzP9lhutKnFQ35/vlPs2KbvKJykLODJgOf8LsXXsxHl8/nvnvOQg+LRlFRNI5XDdEG1BatUFBWPZf/8E0jgezBrGwazZCvOu30TEWJHrCxwYda1qEShRAqbM0IzVdLR90WBc7SxcUbNZprlffEaxl4T7QRkDWkOqBzX8D05TV5VREMxQkiqyuiDkJDa0tB94U/uo8v/u6zc36veeWvs3xZnXQC7I/sAgeX/Nt9uHjs7NQ6b416lDIZD1hPqiy1G5xXW+J1NVGzbrsqPtUEXU3YEQ21rOphxxCXGqJ6ShzmKOUJlKMaZkQTlq3bOxzb2WK1WyM9XiPoF9ULpwgmE+pbEuIgpxEnDPOQQRZSj6T4dvjgDPHxkOpCYTvvRGfJeyMNzEqE6geoXp/weBsfBlx/yVtxzZi8HrF8WUx/q6xpX6kC+TdyeK9xX2n44inCf40cx9OJfzTFhNIL2Ro16nSPrNycH1EgRpVrX/DKikKCD1TBS/dSQCgsC8cd/QLFoBwoqK6IUCNKOGUukORE54wUYJ0RgcLT8a99uvGy77uJ7IUtXCQJTth19LfIQpA2NiEMbCFWFEhV1QwKAZq+QU2m2Aa4hYrAtepFR3fKsv3sFRpRwpWzj5B5w72dbdK1jocsDerMVrpc/fK7ONKf4L57zyJeMiP4ZnneXewEyploVCCCj1E1I000OI3yaqxpkYvuBEoTb8gGt+z6Yj3hah+dtWjvCkmmxvSLb4Qovct9MYZKnQpfCFbqfIwwiQeygROeqtjtiXaFH0EZlRVKA96NUDm+sEM1iSdqe8KBIBZcoEhmC9tDq3C5JssN9Tjl5R/4t3z22ned8e97/jv34SJPuKfLt593B+dWFvnDg69gKh7QCBNeNvkoPzZ5EADXXOTg5Of57eZVPNyZ49xwGYDL40V0I8MNtXS7IukyRGd3mWn2mK32SK3h4c4cjTDl2GCCmbhHJ6zwxxf/MUfPb/ALD30bR/bPUjkSkMwK9cPlGp9rJua61OOU2OSExhJoxyNLs+jQkU3nZJOCUFJZwZkcKrTV6ERjQoMZyoZZ9xJUPyWvtQoBPEaKzt8QoUT/wMYyr5gR7UloDzglWiuhQMQFimvwsRQShItePl6gO/LCXiu3KGtH58sMcmqLRiC8CgazAWFfkXlQFcRy8VlGhCxcbshaFkLP5PY29SjlyPEp5ufaVMKMK+ceIdY5L6wdwCGFuY9uXMy8ERjrn3WmyVuW8KgRnZ4QsgnP3ouPcNXcQ7yqfj8XRgNmdH30mT0PS7bOhSGEKuDPdn8MgIuXv4/hUg0zkWJTg7Uyz843O5zbWiFzhsmwz8BGPJTPUq8PyeKMQVTBZxrX13ijySuyUQDAg+mJldnE8pC8FjKcjUWk7BvM2qzkkuehbPbLLq7qF/en9TSOWryG/rwZidSZVDrBJXzZaT2yl9a5H6m4Eyixjd4Y86x1RXbfJlXkHrlPwqKrXrHs/uN3ceD7zzw16qJf3kfe8tim49UvvI9XTz7Ab3zperJhwMxsh2aUkHvNg7fuIugpKh6Gs7J+m/WAPAnwUzlGOYZZzDALIBOBGl/1hI2UZn3IS6YOcn71ONZrHhxu5b40Jneal08+wu5oiXot5ex4hb/mRRjtaEUJFZMxFfXZGrU5K9jggnCNs4tObVXFfPfEHUyYPo0gZTWpcmyjRb9TwScGMwwIejIHBX1H2POEA4dOHc4oXBASJMLzf+kbb+KWP/n6L+KW1FWc0Pp8QVP0ukDMFcgT5UGnMiGPnBeKuXSEWPCCFsNDMJDGmvKgCoRYXjPkThW5bTHeN6MRvGjiuOjZmxuOv6yOC6C3y6JbKS4zhMcisumcYDLhnLlVfuu8v6ReJN6hgv+6djk/MvkFoEHmc4YuJGym5KnGDAy26nGRp1FLiCZy9kysMrQBtSCjFiS0syq50wTKsXdyieNxk4Uoo32siTeeeCKhWR8yW+vRChNqgRQQWsGQmahLTad8unoud9W2k/WroCi02GKidk7QRfYglQA1MNDpytbEe0zaQNk6NoxFDHL4rJ3a5+K5OO34x1NMUIw2TCXPHIpNWTHJCrWhWNSzQvAqKBXeivcpKRGM329zKCevC7uWqCPqxlEHetuKTkciKtlhH1GH1aJfcOcZ5vF5Ld85anuG04reFkPclr8FifzdtKG25KTLXfDgFl9icEVNZPv8Omc317g1PBubGqJahgF2Tm7w4pnDzIQd9kRLdFyFg4Np6kHCnavbOb7aojOMeeX2/Vw2eYRHZmcZRjFqYIg2NDhBJmA89AwEwnd3VpOnBuo5VgUkoS5s3USkKuxK1dukimhDCcc3szLpAvFSn7klOHrVBIM5RXXpG2NTVhYS8kqBUCi96fW4ODWyJ0sEauiisQNHKVQFfiwglHtUJoPaa4WLC0sv50e6CjorCgqRQ6daOmNFMaFSz7hocoF//YXv4z+86E/P+Pd1sSeOMhbSFm+fv5sffN7fAZD4jFiF/KvDL+dDD15A7Y4q1WXPxut6/MlL/pA/X38p3z15C1tNg5944Ue4o3MWH394L0p7wtBSryakuaGfhzTClAuaCziv+MzSOTy4PMd9tS38k+adPC/q8/1nf44/01dwMJ6FocEHjriaETQt506v0AqHnFNbZsIMWMhaLPfqrLuaQBo9uLpA2LPFmLAjIkzVJUaQdcm0Pco64oUu2xZg9YVTItT0DRIukCKBsqJ8bcPxplTqrh6soBWCocMHGh+bAuFVPDcbVwaFVqJRyqOyopBQiuQmGdGGRifCqx7MNQpqkCKDUQHYVjy7/9ONHPj/nh3IuM40agC7LlrjwaU5tm1ZxxSWOfd2tvHFR85i9hNXUV+wpE3N6nf0YPut/Elnlts65/DSFzzMHVu2MxyETEz2ecWWQ7x64n7mgzYzZnACJQLA4HkknefKyuIJj//ypf+Hf1i+jNWkxqG1SbxXzDR7zFd7TIYDWmbAzmiV+wfbaIQpgygiqg2Ip9bJrOHo2gT5kTrKKtK6plJcB+UcQS9F5Y5ww7Lt044jV1VHwoHfEFEquOtNdMBQ0ImUOh5GVNgBGkfHQqGlGFsZpWuRzoS7rqxHaSmQYT3ai5Bo2pSCu4shnRZRQ6cDEeOKHCa2nLd1ies+/pPc/OrfOuNfWTkFFmKdc2XtUf5+23EW+w0WVlqsrE8RLxu23unwurBs7lkeuyEin0+hHzC5Y4NuErNncpXFQZ1kJsB7xXSjz0XTxzmvtkTDDBm6kOmgS+ICemnMgaOzrCdV/sfFf8y6M1xcOcI1W2ts5FUSF3BZ/RAXxkcJlWNSeyb0iUqqO0yT72sdoKIzVvMGq7N1Pnj0Qo4fnxRIf+ECgVFEnUIPwHpM7pl8OKF9TgTB2K3g6z4KWpjJrDTOjBE6rwLtpFgtmkoOF2h06lHeoTKx4QYpINjoxO6ozhwmcYWYI5jE4owiGIh+mDNFvuFhOKVFJ6cUHawKrRc449Re0eaAoG1Q61WufO3dpBcYzqsvsSXcYHu4xr/d//9w78FtRPsrBD047588wqPNu7k1qfC62pD/p3EM86J/YH8yx+dWz8F5RaAd37X1Vpp6wEI+Qc/FLKYtYp1zVE+wvzvDyrDGOc1VIm3ZMbFBGFjSLGCiNmCm0mdbdQOtPPNRh5pOOSde5MJoAYCd0SpbKhfygc7z0D1DtKHopYZgYJh8xBAMLEEnBVPOO8WkkqToDcXZf9vnwX+5Reicz8WXHR5GFKqvdnytHMfTiX80xQQbiyBQMBhvlmxcwGb7nrAnQksqFxEZG+sTuts6LxIpO67s+mB8wUsLL/lF+GLBUPjXYd/T3anIa5BOiLibTmXjl1XVGe+iv+qfvQc3YwrRHUnow17xRyeVTJ3Ldy672raoHM/c7enNi5XlkYkpzptY5pz5FSajIQ+szBEGlkqQs5LWWEoa0IAtQZv1tMr+zjTtQYWsG9HODLcFZ3POxCrTzT69KKfbrpAXSove+ILf6/HVnEqcMRiGuNyIuFIth6YjzzV6LcJ6xXAOqgsiYJXXA1ygCTspKs1lg5FZVGbZ+X8WOfy6eT7/R1//XQYQmJ4dqOK6FZvtkJFyu87lX2XFE/YFjptXpGhVomBKvq9GiYhYLt0zUb8sUDhGFR21MdpBOdATKW49kgRZe6IwJ9AO8ywoiV78i/vwEwL3jQPLy1qPcCDvcH82w58svIId1Q3++tOXM32XYa7nMUP5Ljv/Y8hbWj/KkasUx146wXfM3sr3te4HwOz1HOpNsn95htWVBt5qlk0TlxrWdlWZqfY5ujRJGOccW57gQ92L+bbmXWwP13jZ7AGcV2z0q9TjlF2tNQJtmQgHbI3aXFA5hlYOrRxnT6xTj1KOrk/I/GI1th/CfEKfmHhNEXUDsePMHDrJYCjFMJXm4Dwzn11k5eXzZ/y8frUibWiCoUU5j1PjzRYwErA0iSfs2kLrQOEDqfSWc60q5143ht/KA/L76BEHKnfojuwKdN4gbRT6N7kSXlCu8BXLmRZbufyHb6K3XeHroDI51itnHuLBpTkW7p9DD7TMeR/KuGB5gO6sA1DLcibuqbL3jf9KxHqB66+9je89/zY+uriX7fU259YWeSTZwuFsmr8dzBDrnH8++0kuCWtkPseicCj+qjvBDbUFGlqEad7QWOOs4CPclZzFfc3tWBSPdadxXnFh9SiXVQ7hvKJpBoTK8pfHX0QY5pw7s8J0PGCqMuBwfYKVtQbpehWdK8JWSNjN0YOxXaFJLGffLLSdD3z2l87oef1qhY2kEO+NIuzl2IoRHZ90Mz1MxBjxkJsAawrxVVWILWcynqWwC1JBU2xySxzNzzpzqKKlqzOgnoumReDIVYiOLY36kOm4f8a/62uvfhfuqljykMBz9eS9nBs0uOv2PVQWFc0e1BZEubakiOZVzXBSM3+b5/grAnzs6Dw6ydTeVa6cepAXbT/Akm3x6c5eYp2zJdxgOujxkfWLeKQ9g1aeAwuz2HZI5VjAYtzkrnSGSd0n84bz4gWGUciecJG9YZ+mDjlqxfu0quKTvkNVxfy/jWMcs0P+oXsJL9+ynzvCHRw9uJOgL/OQCxTVpbzYTBeFXOeZun/A2oXVbwhUAlBY5ipUbtFOk8dCbwj7jqBvZd0HoYMoyQH0wI9z3CK/LUUb2SQSqHIvRh5FvhD2cpSHwZzQKUuUbzIpea8LIG0p0Vp4FvQTLvvxffh6SVX22O0Jr5/5AkezKT69fh535jv40qNn0bg7Yqojr3EGDv/xuXzPi/411HPOfvXv8vyoyhsaa9BY467ml6gUN+beUBBjjj778z5LtsLfrF/OStJgOu5TCzJSF7A6rNGKh0xX+/SDiGYkaIRGkNK3IbNBh4srR5gzPSa1ZYdpMqkPknnDwsVN+rkIWz90YKs0LnRAZc1QW9CEkSH0Hnp9yG2hoyDX6vzfOsCDP7n7zJ/Y5+K5eJrxj6aYAEUn13p0JhvqtIB+xRuyIQl6OSp3uNhsWnCQRScT+sI4Cyj+8+O8VDnAOZSCoOOpBIruNoMNZTM/nPOYVI38qW2h6M0ZLiaU3xUvBQ2Vi2J0sOGl+q4YWfiU9I9SS8KkntZBh7Yw+XDIfR++hMUrPGagCPqK1MH9M9Mc2NkljnJuObyLYTsmaqbgoVFLCtFGz2q7Ru40ziuGSYh3Cl8RoUaVCgRS5QpvFZ21Gt6qQilXgVdYRAjSNnJQBrOm6W+HoKcwqcEMFToPCHIHVjZlPpAq7o6bl3nlY+8F4NN/9fXP4XWFqJqyY40LF4IuPM7DvhQSSlFAEV70Y8cSJZBaCqhtWUgoN2cmFcqDM5J0CMUBKquepJIziAOUVQRxTrUoJrTzM2/RaWPk2jcyzmqtU9Mp96Rz/MQtbyB4tMrnY8/sfRAMHTqHIJGbx1YMOvNs+5Ti/s9fwtv1JSy+wrFjzxJHFybx/YB4ISDUgoqxFU/Y1yzs38GBnRaqOclGDRw8Opjj1mg7FZVxbmWRI81JXGOdZpBwXm0Ri6KbV5gNJTu5vXcOj/WLTdrkAue0VmhnVQ61J2mHFQarVWq7O/QnqgTdkLwSYIYxYUcTZFYShHyMsJn51DFee7XQRz7y4a9ztwdV0HIKOo7yUmDFU4h9iYCtSRybd1l6KMmc8qKvoGwxWQVj7QQfaHHJKM6bAkEzGOn4xqs5/fkQMxRO6lAhjgib5/EzGGWBT2mFDzx9G2OdZtf/zuXQ+znh8bZ0mkxZeQ5QvSF7/2QNV4tQuePBv97Lbec36W7VbPThjsmLGWx3uMmcSkME6P7hE5fD3JDfuOJvOStcoWOrPDjYygPDbfzirBTRum5IXcPWYJ2sZjiWTlILMrTyNPWQQ9kUq7aBxnNh9SitxkVYp9lWbTMd9bh99SzqUcp5ew7wWbuH9ECMyUJcpKkey6HcfJTXoFjHnk1+9Fcyspoi6hQF1tQR9mQz5QvBNJ3YsT1y7glyfwKqyAcFPadACYpoKLI5s2NrWh8oSESfwRtF8zEYbA2pTPaZqfdYaDcx2rO91SZ6loSWvIZsW8r8lg2O5xPABrNfgOpyRtoS54my6VAKTIJsKOduB7yhcTTDmQl++4deS54afKZpzfSYa3R57fyDZD7g/vV5Dh+bRq2H+IojWgrwCrLVCg8Mt7M9XEMrR9MMmKTHjBlglCLAUFHCQz1upXB1f9Zkq+lyYSiUn1iF7A5CfmzyILenD3NhdRfvOmcWF1aoLMpaF9Y0UVqM23IO8J6p+/q85J+L/eVt//nrv6iQVzXRCmhrCQYOlyvCjewEq12UGucGpWtZ2QHfVLTVmUPlFlcNR2hcEX7WGGsxQ4sZBiIwnst72ggG03r087PmYKbGSE0Alxg6rsrfHnsBj922k7CjmF6QtabMcTVyP07eY1DW8P23/ZTQJF484MrzHuGLCzuYqfeYrfT5J3Nf4gXxIc4LNQ9l06zkDa5p3cUt5jwe6c8xH3d4uDNHdxijlcd5hXWaxV6DTiqPVU1Gx1UIsdwyOIelvMk31R7klZUmr63tZ//kHNZrtkXrfLZ6Ll9a3E4nmyCZ1rggpLKq8XqK6DCQpDBMwKZCt1aK8298mGv/+tdOcGt7Lp6Lr3Qo75+tu/zZj5e85CX+tttuO+3nX/rmfbLxGniqS5Lg2YrGDJx0zwq+mI2N+MUnVjpdQ4vyHhcZgeEWEEWduzH0CEYquGUnzUcGF2kGsxG9bZqNCy061TQek+Q27AqtorNDJmCdw103npkk7BXf9V6ijZz+1pDeNikmzN5pR9zlkbVekeSUXLcSXaHz0srGFXzlMU8/resR6iGvCOLCF6/t77SY6QS7FouSfl2UAn2mUZkG41FDLfzzqQy1EYj9mfFgFZUFKV+753dJe9G4WuNBdUSQSuVgUsX0PY543RJtZOhhJufdjvnUABgti2BonvXJVil1u/f+Jafz3Kc7dnf/7nsJupp4VQpTNgYUI59jQRMUY9GP7QlFx0ONCgzCYXSF37T8X27Yys6EjTRZwwiUcehwseb4Sw3Z1hSMJ66n7JldoRUmHOs30Xg+dvWNT+9knSL2vmsf6WzOq57/AI+2Z3jt1gdpmiH/5a+vpXFIvkPcdmMF6QKyWgqhUhQAdV7oQATj5EcXhQedixuIsh4XarKJkCOvMjQuWGN9ocn2s1Y5b2KZCxvHCZWl7yJCZTmSTDIT9miaIRZF5gKMcqzldf76Sy/ELEVc+rJHuGrmAS6vPkrPxdyb7OC+3jZinXP7yll0kxj/gWkaRx2VlVT0K1KLWe3Jd0gycBaCAMIAH4e4KOADn3/2xu7TGbfw9MbupT8lHt9RWwpbJpWkziReCkEFb3cE/7Ye001Ay0TkomIu7mcy9xp9gl2vsl6Ur62VcR5ofGgEnWAU7YumSJui2WCGnvYeRTploWZRocNnmgM/+HNP84w9cVz4tn0Mz00wSxFuPiGs5KSLVS76nRU5NqPke+VOCnubk3bvpaCUpBAE2NmWPFysIXnFEAytCAKHGhdokqmA9tmG7jkONZNghwHKeF5+wSN8z/zneCydpeMqGDyreZ271rfTiobsqS1j0RwbTvDwxixLGw2mm31eNHeIsyqr7ImWqOiMI9kUX+jsYmBDAuW45fAuah9oUl22RB2LzhzBhhB2Ve6kkJ47XCWCQGNrIclUyCf/7mfOyPl9ong259zz37GPsA31457aQibFgIoW3YOhE1Rc7nChkXmmKHQpL+PYa0VeNWQNM9JLKm34Sqg5Xgq5Oi01lyDoZmStiIWXhKgXb/DibYd5YG2euVqXQDsqJsd5ReoMf/9N//4ZnrkTY/cfvIfvfeln+bM7rqA11WfHxAad3z5rtI74QmvKBbLmj1x0CqtXOX5Zi8KupbI0wFYDXGjIWgFB32IGOVkjZDgboHPPYEYzeE2HSpTRu28KtbvP9150K2tZjVA7AmXp5THtvMJ01GN3ZZmtwQaPpbN8fHkvh9sTdHsVXrb7AH+y6+On/G4/dPBKPvvB5xGvQH3RE3UsQdcWlD5fCG3L/OIiQzId4UL9rDYhns05F+CKH7yJYOCpLiTFvKhE6wRGqAIXG1zRfDFF8bZ0L0MVNMlQBK9V7sjrIaXjGRSUyCLlyOqGvCqbW2egfY4imXFE60JVzeuCRBNxSLj/bWcmz33+W/bhIuhfIkKJW7av85L5g/zfW1/A1J0Gk0gDbaQLVRT2yu/hA8CJ41DUFS0NU6AFS9HVcjwMpzTJhNig73zJEa7bdi8vqe7n5valvO/ARXgPUWi5/qz7SFzActIg95r5uMNM2KPvIm5fPYvcad6w4zbmgjY7gnVuHZzDsXSSg4NpmuGQHfE6obL8xWMvon3HLNVFmLk3RaeO6PAaDBN8tyfoBO8lVwBUFEIoVZX3HfrtM3J+nyie7tj9egil1M+84u2veffua879ah8KAMv3LPKBH/lfv+e9/9df7WM53fj6k4z8MuLOfW/GVmVBLycXkwqtYbMwl85lUvFKYQY5ylrRN9hUSFBWNiMqH/8D4ZMC0h1DNmbaelwIQcdgBvJ4ZdUR9hzBQDzVbVVslc5UmMSxcnHE6kWyEa8dExGicXJQQsPUiAdaWlaO32Oc4ABkDSUJwLyo9+aVQgk5FWimCDoqjHFU5vsi5tgJYGgwnYDaQUP9kYDaYU24oVDtgKCrMQON7ovqfmUZ0ilPNggKEpNCGYcyDh85XOiL5AV6WzVZ3ZA1Q1wcCCrBGBnVWkGWQ3+Abg9AKa59+dvP3An+SkfNkjdckQjItTIJgkQoh64vrwEjgcqRrsemDpooOTNaXAF0uolLmjgRCStiMK0JO+BzDV1ZuJZ7ddqZdF4dild9+MxsGGzFE08Neaw7xfZ6m08unst/uO3VhF1Z8OO2KxAXfnz/OUQQKpeigskcOncj0SczdOhEHrNVTToRYqsBthKgnCfoWlqPKLLcoCsWox3raZW+jVjN6+zvz3JvdxudrMKB/gwP9rewmLZo2yrHkwkeaM9DJ8Q2Lak1VFTGkXyK3eEGz68cYiOr0rMxu5prJGlAf5twStNWQFYPRCW+EorgoNFSEMlz6A1QSYZOMq6/7OsTPn7nTW8W3+1AEfZEaC7su3HhC2RzlZeWZB4Xh8UGTeNCUcX3ocFWintcqcI/XRJh5b1QdZzDh0Y65IHGtqpUF1Mqq/K5aUuoQtKe8lRqKbXJM2dz6kLAKWzF4Tsh2bEaEw9u0n4o7AVPWnW9+MGT5/JzNQajpJAQKLJGQH9rQH9LRDoZYSsyx0VtS33RE69q3HrE5HwHE1tSF/DxzkU8NNjCHRtn89m1PXzk6Pk8sjzLVNTHollImhzsTnLkyDRpP6KXRJxVWWVXtMJc0KamEvZGx7nl6C5WkxovaB7ikq3H6e6E7nbZINvYYOuRnG+lpKCQW3Snj8osepAT9p5ly6JnMbyGbEI2yKIrIxdO5YWrU4mI8X60MSuV8L2CrCnq91mj2IiH467+qJBQoMcEMVnw0TNH0Mtkk7RUZzbu0h1GPLw8SzuNyb0m0HYk6nYmIpoa8hfvv5LosFAIFrrNEarNGzVqNJR0SEGFFUVbJfd3vGEJho54LSFvyljNWmKXbWNN1ggJhpbmY0Pi1ZzBPAxXq7TXa4JGyzX3tLcT65y+DblrfTu3Lp3NfatbWEyaPNDfyn3D7dzT3c79x7bQ3j+J3Yjo5xE3rZ3Dou2e9L0Sn/HaqfvIdg9JpwQN6kxxLQKFi/ToOuphTrAxpHakTzB0vPqfvueMnd+vdIi7wpi2UIrSbpZbUZu0aEqdj1KcHMCH44nKVmTdL1ENutRdKCkRBT3SK7FADbvF/dOU52XbU9KzhX7mjTjqnImwFehdnKADz86zVpip9fjUkT1EK4Zg4AmG42Ms8yOTFVSi4lyYrCiEdXOCXo7ppXij6W+rkk1EUvjuWeoLOfUFT9iDA49u4XmVw7ymmnFWvMJcoyugOO3Y35vlYH+abh7TDBJinZN5Q+ICtlY7XDp1lFVbZ+gjPtPfywP9bVg0R/stpoI+W8INLqgc4/L5g2SzOcmUIE1QYGebMtfGkawVzuHTFJ8kuG5P1pBKzA17f/aMnN/n4rk43fiK0xyUUmcBfwxsRdKQ3/fe/7ZS6m3AvwCWiqf+gvf+/57pzx9trLQaIRFE/VYWlrIKi9FjOJhD/GeLLv5IGd+AtuImUCaIKndSnVW6cIhw2Kooc8drAkvP6tCf00RdTx6LOi7Fwn3RL8kke9/bv7zKrc486VQhtlfkHMJ7Ew5nCbEUyG8BG96U5Orcj7raZcJgjCTDw2k1gpXh5DPKZMP0RUSx3kjINNQParKWWA3WjxW+76oUDtQCPEgVOhGhyrjtURm4XEOqwSp8RaHjHB87CL14HjcgaxvCviavKaoagp7GJBY9QCzlrBPxtm4PM/jGkLyVxRFKAbuyAFReu1IsrCwelEWycZFovPj74nqeEEVXzQwcvqZxsR55IbsoIGt6tkx0mIiGtKIhRzYmaFWHnNVY53tv+RcA/NlL/+CZf0EFzdqQI3ds48iOIXk3ZPLOYORyoMtN5/irFN+3vI9KlIUl3Mgk6YdRpyWrC70mrwRUVnJ04cddW3JsHGjhWjmXTh8lVJajyQSxztnfmcYoR2Qs3TSmESVc2BLhxuW0TicVvrG3ivWkysFkhqEP6dgqmTcEynGs36KTxWydaHNkr6Y3bGASQ9R1uDjGG0240oPAQF4kuM5Bu4syX2Gz7jMcJinoCrpQAneMxt2owxkooUEVSBkzsPIUrUZ2uy7URWJcIBo2URzKUAVaTLqM8uZh18K8vEfWADUplKw0DWg2hnzTh36WjX6Vu/7Zr35Z39MbaE33cHdPYSvQPOiZumdD/qbUuJigStvQMSVDlciESgyhETtMgDgULR9rsJEinTRUVvLCkcXhdUhlST58o9Hg8vMOcNv+s1ndVqURphxqT+I9dNpVXC/kztZ2djXXON5vcmR1Er0W4mqOXhDzSH+exIUjLaGOq5LlhsPrkzzvrEO8ZPuj/Kvnz7NxtEHY10SBKlyOpLNLUEhDDhPURhejNKYTPvHJ+joIW/MEnXEXFu9RKEzi0Kkd0TpULkJ2tqJHKCi8J22ZwvbRS5EgGc+9ym4aB5qi6y8oHB8ZvNHUjwI+4KNH9tI/0mTreeJUM8wDUmWIjOW6j/8kwJctyFitpJhHhBY5WJ2CHnhlhYVZIBJKDZ3Nm8iScqStJ2oLTVRQKkKz0wOL14HQP0LJJbQXZFllGZQNSKcM+YSl9fkqn+/tYeoFfT53bBedjSomsnivsF4xXe2TNwyHexPY5QqVZbnHv3RwB8e6LR6c2crOytqI5gNCfbg4Psq3P+8OPjhxPsONaXRezAs9K9crFLVN7TP0IEcNUqpJ9mWdz6+FOEGLa1MRwRdFL8khxlRelAKtTigiqMxhK0byxrDUVBrrK3glvIER0oYx7bK7C2wrJ8kDdGgJ4xydxrhIqA97f0Ny3Yd+/svIdRXs3LbK4SMzHNk/y9FaDusRzaUiNyrHaYG+VeXXLalHiqLo4NCJRRe6W1II1Oh1uQdGrytoFaZt+HcHr+bQtjv40ckDOK/5gwdeQSXIeXh9hlA7KkFGLUjRxYlxXpO6gNuWz2a60qc/GfNof5aH1ubY1mjTihIurR2iaQbsDtY43jjIJ+fPpavqDA7KNWAqpJ5NSoMszUQ/Qd4c8Lj1Nqp/5grkz8Vzcbrx1dBMyIG3eO+/oJRqArcrpT5Y/G2f9/7M4KVPEcpDbdmOigrlYyAcMEC4kEXy4EIjVsleIF1uE4JhlGB4DyU8rCg8yGOgrMUMNCYzmDWIOq7oqCNQ/0iqq9oWna2ia3HxL+7j3l9/5pNsualsPVpA4LOyg7CJzqDGkC9f8Od05jH5OOEvFx2BOUJeE+/2rC5wez16rnxuMIBkNabrFX4mo3ZnSJKK6GQJx1fWkzZ0YVnISLdh4kAugpUdg60G6FwRdBS2qrENTTzXJ0sCtHGEoSXaltPvTFNdVDAbEMWaoG+JszHkWWUhKsuF/tBscMN5P8P7Hv766zgc+KGf5eJf3Cdq34Ujg8rHyYCgTBgViTYLNbpA/KTxYhepnMeaEmpboGxKu6iCqqNTSwAMZ8SRpLrqUF7T3am4cu4RGsGQxIXcmp4NQFoLCJQbCQk941CeepTSayvMYlVoHMNy7PgTxprynEBj8OWxF4mOSSQxcJUQW5XFuH4kobd9LODlQikamsQxdU9Af2tI/KKc3ZVl/texSwm049jqxGjPqrWnW4nYWu0wGfYZ2pADD26ltqBJW3B8ZYKPq/MAaA8q1OOU+VqXY90WuybWCJQjmHE82qjTn1eYrOgETQTopILpDlH5pml5WED+w5Ab9vw073v0WZ0en50oO7EwsscrRWwpuoTKqZHDDk4KP8pRIMIKJE2oZeNdFBVIx2gGSpeHTDrhXutCfR+i1QHNULHwkpB8S0qrNaA/iLCpIdSyWekPIs79i3fwyHe99cv6qoFxzH6yg60ERItdsG4kKEmJoAAoEBaAzE1ZLr+XdAgHrhqSN0KSyYBgUCTFAXz05p/jmlf+OngIe4Ui+3FFOhHSuGiIzzUHl6aJ44x+uyq0r06AUnB8tUWaB2z0K6T9iMq6IvMaq0O+sLiTO/V2OoMXAXDe7DLDXsS5u45yYbRO5uGXL/k//H7rSo4dPktEjVcBGxEGGtNG6Gpao9pdyIb46hQ3XPTzALzvvt/4ss7tVzoe/Ymf4oK370MX16xERJlBPqYylohFJWPbRRqnRfDPG0XWAJ3K2loW0pQtNyfSLZaNGqCUOD/Mx5jMEww88bpi/fAEyiMbjnBI6gyPrM8SGssgC2l3K5z3l7/Ow//vLz7j75pbQ+ALzaQDblQwsOEYvSZFEsaFMMBWZP4aWdoqKf6pYh5Om8HY5cJJruQDOR9Bn8JZS5FMWVxoaN0X8MUdO2iv1VHtQJDcGlYSQ6deIbEBvTQiXtW0HvMMpxQbW0JWgjr3B/OspTXYVEwAeHEUMTnzSXZEa/zOQ9djEqGfjDrWIJvoQO4/3RmiMoudqHLdS97Gzbe97Rmf169WfOH33sxrrvtNdO5HgqHAqJEmqMQCEVYgF3wAXmnRlSmQfy422IqIV+ZVTW0hRSd2hHxUSJ6rvTTOQOONjKPKomawzWPO6ZENAvLMEGrRK/NG8hjzZYJrvIZzWyscuW8LALobUz2uRHC8GK/yRMl1vDT4pThWTMsm9Zi+LQrWRsZtWQhsaiqrY3SVCyBreFzV8dBjW/nj5GXs2LvGwWSa/kaVPDfkmcE7hQkteXHzeK8w2rHUbjDYqLDSqrOl2qGbxXSHEcdo8Z4L/5orK9B2A2IVcSRa5Npd9/Pg1Dz7959DMJBzPpyvUfEe3Q4hz/HOjRwffJZDCnp2mhvO+olnle7wjRbeq68ZFwX/NXIcTye+4sUE7/0x4Fjxc0cpdR+w4yt3AALVM6nAFctdgitUl73WmH4ui3xw4gVVpU5ATRbLsOOLDrgddXRHneA0lwRaQ2QdYTeU1/Q9tUVPZ5cinZBCgthGybGVHX/9ZUyyL33jTdSsJ9qAkj9v0qIgEKpCRGk8mZaCZKWF4GjTtilcpMhq8rqoDWkLvvRbb+ZFbyrgahpcJBvceEWTJTE+lAJG1JEiQth3UsgwagQti7qCVsgrCpwcZ+OwR2dlVxGSGbk2CggiSxwKZ3S+0eXhvTW8qYhVpNa4UBFtGEnywhC8Jxxm+KUV6ZjVqs/8xH4VY/fvv4d6HozRJJtDyfg1qih6FUUG4bNKEciFCuMgqwFKYyOINxwmFcFLZcvigtwTJhHYbVjVxaYOqsuetGG4tHaIK6tH+IfuXgJjsU6j8UQ6ZzGr85qPvIWPvva9z+h7egUT0ZCFQOCIJisW+9SLvaX14yICjKwGTeZHXV4KkSmvFT4KCpiunAsDfPbPhQv7mmt/c9SNCXqWeEOTTGqOD1skLuDo+gRxlJOtVgjXDDb25A1LGofcF2xhojJgsdugfkBsV80A+qbC4eEM9A2qlaEmPdNTPSpTObnXNMIh62kFv2NIOqzSTzVmWFyfRAT4tPWy2XQhajCUgoL6+ltcTgjPaJ7xClRhiyc2pgWKoESeeL9p4yWbcRdpbKzRmWPQiMUrvoSaO4VS43lXOshghrF8VpJROd4DJkF7Lpk7zoNrc7S7VfppRDXqMdEcsLrSYPefvIsDb3z6opfn3ngTPobVA5PM99YwGwMpmJRCi5oCicAIOVFSA4SmMRZAG6HbYoOL9djGOIfP/ve3jM6n8r64N0SQNNrQPLQxh6nk2NWYfi0gWJQFJa95iBz5MGTFNfAOVDuQQnMiPvPr6zVcbqg8EmGr8IDVTEz1uHb+Xh7NmrRdhWnT5S27P8C/3vUD2DhAOV1YKgcj2LTyHpNbWE3g2CLUa89gwHz144K370MXm2STFGNNF9esoNR4Ixstkzl8LnOODUWjo3RSckaKQOmE0Gwqq/L+Oh/vdcSpRFwg8poi6Is4adCHYN2QT1peOf0wD/fnSV0VrTyDLKQ/jDCBw+bPnLF6/jv3EVwsBVuT+FHxxIYFUsiVuY/Ch0XBoGhIuBCxXywsWJV1o3u8pHjaIif61P/8aRGW1QLbDhJPXi1ykUzR3+GpH1IsLU4QLERUjyMW2hryaow3MQvNBmEbKok0ZryS9alWTTinucpLJx59wu94btDgO1p38b8uez5H+juJNsCkZmRl6kMpCOl6SAzohTVMt49vNZ7xef1qxov/xT4mXFG0VXqMQoBijkFcs5R6XFEFnNZFLioFhDJndIW+gIhcF08vxCxdoNCZQ8caGwWY1BOvif7YzHk9jvUnybshtETMW6hogIcLfm0fD/zyM2ucuQD6eYTOFEFPEXQh2ihz3jH6bTNC84TfN+W5pZtVPlkZIRYAPvY+oQxc+a3vISgEzFWuCA9HHMuneI+5ls4wRq+HpN0AnYp9uQ89h9djcAqdFLAIq9DGk4SOtbRGKxwyVR8wX+tyZaFn3dJVMp+zI2jzY7Mf547mVn7qwu00DkeYzJNOGoJhhWgpggJxqwqNIZ/l+DzD986868tz8Vw8WXxVNROUUruBFwK3FA/9G6XUnUqpP1RKTZ3iNf9SKXWbUuq2paWlJ3rKE8alP7WP5/+UbHxtXHQzi42JzpzwrIsCpDcKPUhHAow4N96YxZq8pslqmv6WiN5ZVZlctR7rLpTdp0JwS+WO+tGUykpOtJFRWZEsYjDvGc46spYreMVFpV6NiwrPJJSHlUsiaouyASuRF3lFkccixuii4l9YaEhsWk9GVJBiE1YqVCsnzx9OF0JSMIZ62kK0MZWfzVCJWGLRtQj6he1myREtFvEymQj7xaai6KI3D3kqa1KICDvgY4cxjjjM2T21ylyjy+qgxhV7HmPqikUGWzy2osjqChubkSCfNxrXGhcQsvO28c2vfuczP7lfRjzTsbv7j34TlWiCgZz/kVhmUCyAtuiKmfLa+WKzIa93QVEIKjpKaV2RthS9LUbGQ6SF/1wVRIitiqaAiwxhJydaS4k2MszQEW94zgpX2Goa/NPGQ7SqCfVYKl+518xW+sxWnvlC5isiMBZ2BOVihsWGKRlrkZSdalt4WMMYmbHpZFM6WJQc5byq6W8ZoxLUCeKpbjRW19Mqd69tY9CJ6fZignVD7TjUjiqqhwLix2IWH5nhoUNb2FitU1mjEAWFyqLC5xoz1JjIEhmL85qtlQ22VzbYVV3l3OYyF+xYwJ43IK8KyscXCbath/IdtcbHY0ElrCXfOcs1r/j1Z3xuv5z4cubdEn1UdjtPoN6UEFvnxyKMuUcnOSoXhJiN9agAamNNMqHpz8lYdZUQVw2xtQhXCXDVENeo4KOAYGNI0MvAGPQgk6Jt4Lh6+j7On1qiXkuIw5xQW2pRSmuyT2vymY9dnSnOvrlAS2wSiUQjXu9xiKtFuGosRS495mvj3VhQSwmlCCi0QGSs59VNBaXyPneeYCDPMQls9KtUKgVEu2cKwdrCfthKF9lZRRDZUYFHrIoVfiWGTgAabM3hnOKf7bqbrcEG667G1qBNhuHicIU3vOwWkrNT+lukO+1CgUcLD93gmhWICwP0LCPbs+UZn9cvJ57puN3z2zfJOS3ZcQWyQCeFAGYc4I0Wi+JYitdBPx+J+pVrebm2eg3phKd3tiNtyrVMm7JepQ1F0lKFUKi8Jm2qYt7zBANAe76ndRe5NxxoT5NaQ5YbjClEZY0/5Xd5qvAKfu6SDxB13Ql5gPxR7lmTChS8/C6bcxVVrDfFCR/pRvlAkcd6BCcHRuKUQllCxlrVoyKHq1qyOgSLQt1pHnHM3N1n5u4+rccs8brkF350bgvLw9WATrtKqC1nhSun/J47TJM37ryF8Hkb9M52MufGMqeUTY6srslb8eg+7O2d5Mpv/eogGZ/p2H3Rm/YJIsFIoVyndiQm6Ava6qiBVBbeC4SeV6rQoTIMpwNsRSwfbSTnOmsa8voYbbJZd0lZR9DPqR3PCAqtlLAD/TRkfq4NXjS2bM2PBL3LPPSZhg/g9sfOIugponWI25JLBsOikFC497jyXiyQjSfQfGFE1RgjVISKkVc2I5Ep9BOUaH0NIV4IOfzQPO39k4RtcTyL2orGYWg9rJi4N6D1gBG0xIaWHHmg8e2Q1WGVdlZhd2uVndX1E75XqAIuDOvsDpp8a73HxFSPzi5FMiFCkN0dMb5Zh3BTP3hTw8EnCekLzx25Qj0Xz8WzHV81a0ilVAP4n8BPeu/bSqnfA96OLEtvB94L/PDjX+e9/33g90EUbsvHL/vxfWjLE1pSveDf7IMIwoFMIsMpjbKSvJvEQbWAnHrZfOthWUQQ8UWAdKZGOhGwtldmzon9QlfI6xAMKrIIF501k1iS6YjeVmkpzd7ewSSWsJ2Ac4SrHnPhFH4+YffWFQ4cnsO6oBDIKzsBinPfK1ZFj7zlp077vL7q9e8hVOC3BGzsUUw8KlDFPIasrkab0dLNQTlGVpWjx+ymRcYUntmFW0DUhmRq0wRbbAjCrvyzFchUuXFQrF0AWz9vi/cVLjQDJagJIK8YbFWPdBlQItQmGw451+kEEDuyzDA/2eFot8Wls0c50JlmeVjjVVsf5pPKc7wyR+2oJuzFBEPxVB5xlY2GNCP44kOnfS7PdJxq7D7vZ6TIdfd7Th67u//oNyWRtYpkUjpVurCHLCvnJZRxZB/ppFNvlWxClJMFu79FU1nzpCIUTzIBedWgczNGqRRH1b7AMneLpnkwHXHVde4J+55bB3t4WXyQrabBd++6lc+snTfiBQbaMhX1+dkvfSfvvuyvntb5Of+d+9ANzf3L84UDgBvRYlww7vbprLjPCrsnZyAPpAtmsjEdyQUKV4skmUotlWXLYH5cTEibAfFqWvB8PbUjA4JhzLG/3E1eBbPVk7cMrYXCc15Dlsh5bj6m8Dou6EqSuJWUoWhZECT5IKQdVEZQx66NWOxsQyvHq2Yf4uq5+/ndpWupLGr6gYz3rBHTLNAhemhHY9cnCcFDh5/W+TyT8URj9/x3ilMDwAO/dOLYvfgXZEyrolhpEoULvNiJpXIuXUULrDuEykpO0M2Kbr0VlFHFMJyWYkpvq6G25Oht0wxn5P1sWCFIxh2otKFZu0h+3vunG7iqiFSZYYpXClvzNJpDfri1wA+3Fri6/08BcF4RKEerOiTNA654/y/w+eufXsFR50pUy2MthYTcynWLDL4SFcVoPYIXm36OTgt7xdyKcGwqhY+StuG1IhiIbWb3rPiEz3OREZ2ZNSnkpTMx8Zqmf/sk2cV9fOwI1mV5ry6BOayLOdhgY+icW3QUCzvLoK+wuSIYFjDeyZwrd+8vnEs0qTc8ms7xiuphdpgm75y/k9pLUm7ecRHrw63Uj8m9KYUNj9a60P/IcWlKcOcTd4yf7TjVnPuiN+0j6ng+96cnr60X/No+VA25l7uyae1viURjpaAzqAIBFXQy0Iq8FmCr4oBjY0U6iTQMtssNUjtsyKZzgnpON6+gMllTg54UTbMGDOflmsx8SZB4Wb2kD4AaaraaBr+/8zPc0PsWjqdNnFcMehHOanyqOeffv5f9/+bpORCce+NNuIbn/SvPE5HUrh0hMpUbF1yzetH5LHKEUS5hKPIEQbJJUVfWi3AjIwQGmwq4pcZCvJqBhnhNo7OQZDnGViSfqB+SNSvsWIZzcdFwUERdR2UNhpN6JCAddRzN/Zp8ocqH0ou4c+t2hntv5tvrnSf8vj/YWqRyyfv4hy2X8fn0QsKOonZMEXWVjF2PdPPDAIYJjVsPPq3zeSbjVGP3JT8ieeFt/+Xksfvif7kPNCcU4H1QCtP4EZXDFnoy5TUu9WpsVbO2V5KBvA5TD3o2zpVrFq3B0gsC8rrHDGVuKRG0w3nHnr+VX0wiSN1gEOIixcbRFvNnrxXvoQSNG/uRthNKineP/sTp57kA5//6PlBw0Y7j3Hd8N83HGImG5lXJF9wmuSGTglciQJ3XiuYYm7TEQo0Z5pi+p3HQ0d8Wn0ARySuacODYcqsjmTQkkwrXg6BnGGx1uACidUXjsLjFBUNbaIc4lHUk0xX6WwK8Fj2VA/l2fCvnnz7/TuaiDp8eOs4N+3Qc7A1PRMR85EX/lRcf+wmCboAC+nMKXjxDvD5J/e4F6PXw1qLyQAQZ05Tgk3c+rfP5jz2E5vBV7a+Pwn0deiN8VY5YKRUihYQ/897/DYD3fsF7b733DvgD4IrTfb+XvvEmtn5mg/nPt7nu8l894W8v/hdSZNAZ5BXIa1KlTFoC1Qr6jmgjHwvSlVZ5RWfIR2LP5o0stFMPOe5955v57J+/hTv3vbnoIghSIa9p0pbhQx//hROO4QOf/2XpIGeFYn5viEkhqmZcPHUcHVls3eLqFjeZY1tWJtui+/y0zm1RPR3OFl1sNa7iy6ZUNqJmOE5URl7wBZxdOrqPe+Oy+/BkDRBVQiXl/ZWDbEq+s1eCAFEl9M6JT3deN4U9nifoi4tG0HeEHUtlXYoQOhVIbtqLOL7aYn2jzueP7uLI6iSPLU1zbDjBJdPHUbMJ/e2OwaxcD1sxI3VtZURV3We58Mq+RuJ5P7uP+S8kTD+Q86p/dmIH5LzfLDZk2mEbVpSRvXTBo46jfjyjuizfxWSMCj7lOVaFOKZoYcAdv/NmPvenP8Xd73kzd7/nzYJKiSSRzeonH9ut//WnCtjqmA6Eggf6W0fP+djKBVRMRu4Mh7qTtNMKS8MmS2mDH7r1h07/PPzMvgI26wkDu0mojxFlwYVFgSAaJ0OyGX1cxxZG1le2okdK1SeN6U3hIiFTxstDGkct9QVP0FfoQYEICRRZQzjQtibOAL44ryYR4bKRfgjF/0OD94p7lrfyxdWd3L28jX4e0s8jXlF7mDdN3o+eS0Sg0Mp3sZEUeFxoTrIP9N4h0+PXRmz7VMauf+hw9vt7J/3NpFJcNCmI4CWjDlfQs4RtoSO4SI0StjLpdZGRaxcbwp583zv+/Zv5zF+8hS/9lhQtZEMjHdzBzMnL2M23/2pRIC3pOw4zFA9wgBtXzyUylswZNoZV+pm0x6Igx+ind46f97P7xJEnliT2BFHITU4Ook1SPK7BVQIIND4MpIhgbSGAZkRnQVNc/1N/tg+k+xhuiGtF7TjYfojKFTpRVJYLAcwCNWYST9gFPRRqk85EFDjoSaHSDAqOf9+wnlbZyKs8ls7wp8dezu8+dhU3Ll7FPZmgN75r4jYumlqgv9NJYh2Ku46LdIHKK5wsrMMPk6d1Tp/NuPq1v8H8J5aZuG+D6178Kyf87QX/RuZcnRXdyVgofjqHaKmPDzXD2ZisGaK8H4mAjtA2mznqCg686ac58Kaf5t53vJnHfuRnsZkezRsu8qRTnjv3nVxELpFXebHB9puQB+c3l4iMZaou10EHDpVrwg3N+e/Y97TORbkpv/3wWSM0pC86ueW4y6uarCYoiryqCiTKJnQijChJIJSBx9MknyhsxaBzT+OopXHUU1uAeFWoj41jUtQYzEgnVtAQguCoLVt05skrMndEXUfU8VT2RywcnuKW7nlP+rkviA/z4onHsHMpw3kravmVAqpfuswoLZZ71sq/r5F45XfcyNxHDjN7+/pJf7v0zftGFNXhtKxn5bh0gVDEdDZG2YruAUJdMPJzXtFERR3mgV+WfOGBX3ozD/zSm3ERDHdl2O0J+d6TRf4+/JGfL6gCUrwPB17yzLZhvVcVdGVfihKUItJFPqMTxXnvPv2xe+HbitzIQieLwRQFAaMK9xBZS20k93CJprElMrekjhU5bdksKTWj0GpEh3x8KC/5V23RUVkXd4dR7tKVXEB5ofkIVc3gtSZqZzSOZNSWLdVlT7yi0RsB61mVw8Mp7krOoqYMNX1yohKimdzeZrB1nGPYEJIJg5uoj+whKXJd7zzeWvzX0Nh9Lr6x46vh5qCA/wLc572/adPj2wo9BYBvA+5+Wu/74GNSmQsCrn++iGi9/653EG848poi7DryqmY4owr9gKKjGyq8MejU4Qp+qzcKlVgINHkzIuiMBQyeyHt4+QWK+dtOnAA++bc/fcLvpbgjAFpTW3K4MGcm7Aki23jCeoazGptqobqlGm88u3/vRg686cT3O+V5yKS6nk1bohWZMUe+wFaEckqhPl2cByiTAfm5dK0oNzJiQ+gLNXxFtAZ33SQJ0O2/P06EXvwvZYI36SYdiKKTUS7SIy/ugqfnCtEfk0jRwRQUkRIOqVsanSvMQGMJyLXHhI5+J8b3A0wr446FHbz5wg/z6co59GsByYRG5Vp4cxp8ZGSyDa10/7Tiuvr3c3Pvj0/rnD7bEd97iNgY8l3zXP3a3+DDH/l5nv/T+9BTYJZCdKbIZnO5rk2x+dQZZA25eGHfk1cYdfFLuo4uBJFOFelZKSlQe1A2UnfedHJSayvyGapccFPPscEEAB8eGCJt2VbZoJeLZVnFZCwP6wxtQC04fUVsH4gt5MzuNebrXY66GaHEeNE4UXac4OaBQgdCYdE5lE4oJZS2tCqDAmmTC8QzmwgJknGW+6m/Gd9Tr73mXTitCpSNLTigiqCjCbvF2FWKUuxSeSnE2FC0QPKqnGeTQLReFkIMaTUkGwQMayFRmLM8qNMdxvx17XKu3H4rl551hIe+cJ4Ia4bCERaefKEkXyCmlDFfc4lB5RP3AKCNOWHOfdGb9kG1oDLlBZw1LFEyY09z6QQ5tFGYAg0mSe2JPN5P//XJc1/WkH+NQ/L7SEtgU9hKIBah9RjVTwnb431+TSckeYB1GqU8tTClGmasDWrUo4SrP/pTfPg1N530nk8UZaI698IF7L3zQlcAEc5UpVWgwlWDgpZUFIisaCcokAMrXDtsPSKvBXJOrMdWNFHb8sm/G9uvfvijImr4za96R1HwEyu4qKdQBb0h7InOydi5ZXTEhYaDFA/KTaFJNgnqWkXuNF0b086rDG3AUrvB/156Ph85dD5fuuLP2Rs2eP30F/jQxIX0tsdEbUW8IQUiWwkwlUg6vNaCdVxXfSM3D/7ktM7psx3+kQMQBOgd2/jmV70DgA994q10vmmATTX0AmyipQAVyT3Y29MsNraKqCMbMp3L5sMMcnTq0KHmqdIqN5tC70SkyWb3ppd/t+jNuGBsJWmG43n8iuYjHOhN0wgTFtZa5InB9ETQWGdw8Vv3ce87Tp7LnzCMh3pOdqxGSTnyuijwqaJoMEIfjGl2o2IvjMfVyKFF7C3RQp+L2nbEO//Ih8d6JK96/XuEYhAowp5QQ3QmqDqTerCerKGwIcQboFPJQYaTuljz5Jiirhxz6zGPSQPaL6iw5vpM6SfW6rgwrLN94l7+oP5KhqmIR3mtyKsi9gsITbJ0XwFu2PIm3rfwe6d3Tp/lyB87hI4r3LDzx3Fbp7n5trdxyc8J+takYhk7mDEMZyIp3PaEfpPMVsgreuRwpLNy4wxp60THoHt+8+Tx09/hUF0D0zJ/Px6NBuNc0ytFvCZCjUFfMdyIMZkS6lAuxTprPDpVuMgXBY2nQdVRMgbzuqeXRqi8pF08jr5QPNdFFAKTxd+KfOHxOncuFIps1gh4+Xe/94Ts6TN/KWvMq17/nlE+W1pxBz0poIU9P2qelWK6zihUVOSjRZ7rtWh7hV3Np6bPJazmuF2K72s+AsBx2yX1nrODsV/8FVsO8oGVOhyOiTueqCuFo3yqQrQRy1dOM7wxIuj7XDwXX8H4atAcXgm8EbhLKXVH8dgvAN+tlHoBMr0dAP6/033Dyb+5A+88eId3HnV4ARUE3HD2T6Iv30lltfSmB23V2I4RsBWNGTiCQU64ZgWZkDvxKa+F5FXDhz/yK6f87Pvf9mbOe89NfOYvnhxe6AOFbcQo69DWEm3k1OOUmknYs3WJhx6Tbq82DuvFxkxEERX+CSqVpwqTOtJWgGpkhI+asVd0gUpgM7dcjRMCnSNe16XStIIg9cV5knMX9gt4cvTErbLbf//NvORHbioKBBQYMpk4de4LrnuhImxLaJnCOLF7NAMnnTmjsIGo6ppEqts6A2U1No+wFSeLh/GEUU5uNUMfMt3ok2WGrBkSdTixY+3Gm8ivJWTC9t+6VTaxShNojZ9qcv3z30r9shk5b5kUvzgUkDUY6UsEQ8dgxlA/lgmXN1VjW0jGHYnP/7enhg4+VeJZ+qubgQg29vOQrhuS0aKbRUwEY555N4vppjFdYqYrfV73iR/n/7zq3z3lMYhFmmd7o03F5HK9SwpN3+G1FLJcIDBJM5TGZ5B4SvHQzciD0r5V26LjrZ94zG6OZDIUu7AicS4LbmHfFQUKTZBI9zmrg48YWaVttk2LN4r7pw89FZNtTXFe4b1ikIUo5fn4kXMZbPsUV808wD0T5xEMJBGJOg4zEFE+5Zz4Rm9CJ5B+7ViW+aToNhsjc24UcsPFv0Bz9ySdXSHxuiNqW4YzAXlcFncUeTPEhorakQE6zWVDXRQRXRyM5pdyA/L4eOCX3jzqYt3xO6ceu3L/a7JWTOg9QR+6QymcbQk3mKv2ONydYJiGDNOQOJR5wQ4rKMXp0x2U8L73TKxw/OAEI6cK5wSNFmixqix4yUp7IJBN6FChbDa+xoUjQInkAoENnzCXbYoPfeKtXP+CX5bDmIzGnbVi7Jq0SDgDKAEXtkCsBV012kyockp0cm+FbU0vi+jZmKVhg3Yi6mB5NyS7rzrCDd5Q67NtyzpLcYP0WB3lNWHPUx6uUlr0Ir6Gxm3w2Xul82wd7uARwtU6zE5x9VXv5NJ3HMF5xZfu2Y0ZKHpnW7K6YeJRGMxqkkloHfBUFzMRdB3mQutIc9n8Vqt8/o9OPeceeOO/ZfefvIsHf/HJ51xlAVMizdRoswTQMkMuaC0Sq4w7AtGudsUcqFNOCxVwwvmoZbAUjrrWNtJSRAjVqNA0KiLYcRNCFTQHsX0FHOjUFkLMDtxTA1990UkWwd+iydOHoJePXE2AwilDMZxUNA87sXvFFIgJPRIZ1hl8cWkHN0/u4A0NgdY7HPpxRfWWrtKqDkkWayMrQ5N4dOIEpp+O70mffJmWA2cwan8j8mIuGeKOLRDkOTds+1HmXrCL/nxAVi00kKowmNHEYVH4DhWDGUPU9SMqknKiXWEjQdUC3PLHT50v7P/en3/Sv3utIVCEnQwXKYJegO4bKcxVwVmwdaHE6G5pOyrz1HnvuYmHf+apj0EowaDP7jNIQsJO2UkY57mwqbiwiVJRPs9rRshfZxS+FhQOUA6TOCkiPkF84u9/hle9/j2ip1DkGCXF16TjPKTUdtIOcZMKParrR9ShqO0xGXBHhWQK7mtt4UuzEUYFfGGwm46r8HPTDwNwdxYwF3WYnOmBi4nbnvrhvgi9W4+vxihnxdmhzBW+hlCMXw/h+Vpyc/hqH8HTj6+Gm8OneGLg5v99uu/10Bf2c131jbJRMMWMkef4wQBvDCpJaN4ZYWeb6H4K3jPc3iSompEasTeK6nqK6acielV0i/JmxGD29FQQT2fyKwUNcUpEGR0Y7ejmFXY11jg+1UIpT69XkbMT+IKHKM/d8+/ey6M//tR8SGU9yYSBNU3cHk+m3sgxlMnByOZJn/z6UihNpx6VeXwBLxeldUW8fpojXW/63vkmhf1iks2mZPETxwnhFI+EcEzhze0Qnv+kIqv7QrXXYCuyMiSDkEZzyC0be9ha77DSqWM2oLYoVAmTOYIjK/j+QDqFWglPuYjrL3krqtPjfQd/60m/yjX6O0FpTKvJ+9f+MwDXRt8jqvTq6bOFHrz9Ua4N3wCAdxplwHe6otERhUzdukhrus5wvkK0nqEyx8rz6yNl7bRlaB5M0bkTwUnP2CbRnugscqo48AM/95TH+bH3/xxX3fDusYBW7mknFe7LDEt5i8hYzosX+N/dF6CVpxEmHO2KKEMviwiN5ZqPvZkPXvXkEMYSFbOt2uYD917ElvaYVlGKgLqCX2/DMVdTWRnDJvPo1I0cKXQmgpyqhK06jxk6bOWJr9VHPvhv+ab/58YTxqetSJJQilmZTfuhvMqos5s2BAYsdmeeIJFjDBKPzjWrEwbV8mS5wTrFVH3AIAv5v/1ZXt+4h5u2XkvQD6mueIK+JVxP0GmOWtmQRFYLdFEpjXOO6xo/wM3dP+K6yvcCcPPwz5703I7G6abnXmO+60lf82Tx4O2PynsWnXTvPAwG+GGCynJq3T5Bfx4faoJOinIVXKTozQcEBcIp2sjF8SAs3qNAbuX1goubPXki9PDPPnXn1Rslhgre40ODycBmmiO2Q9/NMhENeCSfIcsMYWgxypFag8UQB6ePApHk1bOa1AhX+5ItawNhgItDfGjGjhVuU0arKNxHHCTF5sU5VOYICstL5TxOK4L+Ux+P6N/IBsgFHp2rUZGrFMzTuVBDMFKgK8XPRItE/h725Od+FmG9ItKWheUWLjeYrhkhnwA0mjecfRt/F1zGKvXifRzRsTasrguaxphRYntt+AbMObtG/ujvO/Dk88LmcVaiGsqxq06jQLg5Hvrifq6rfz8YPVI/d4MB+eoaxlqiwZDD/+Vc1i5UNJZk3RnMGXoXJSxPhpi+6GKEPUfQK/3dKYoxjmyyMoL6P1k8lVvIZ//8Lbz8u987hmDn467trUnGnGnzXVO3cG+yHa0vxRWWd3lNrmO8Dpf9xD6+9NtPfY+oTJH3IipdgYYrp7EVgYhnDdnMm0LBvqTR4Rk5NEiRv/xnwYIKDMo5yRf6OXntidPMT/z9z3Dlt9046vJqC2lFBBxLTYqo67GpNICyuiJrylwftTNp0ESG/rwi7Mi5wsHSozN8asteZswX2B2sc9w2eGXl5ILCtTvu588OvZx4w1NbSDG9XKx5l9ZGmieCIBoP+BvO/klIkqdEKVyjv7M4wZoP2r+QzyvnYWOe5JVPHA/e/uj4PcvwDp9mqDCgev9xovUp2ntqhaUoDGYNNlIkk0a650NP1BZtGh/IfCQCi3o0TzxZ7P+xp84/P/b+n+ObX/3OkVWqGThMBtGaUBxsBL4iFB90UcmkmJuGCh/40yoolILf52xZ4v4vnU2jzdjBKjiRpgPyuWPRyU2o2RFSoYA6lFbvXhAej0dslPGJv/8ZXva97y3maCkKj/TIiineGxG+Lu0vS+FLF4pWUIkkDQby2tVujQ93L+GK+iNkPiBzwagQdsdwF5fWDnFHcydH/TRhJ8es98XpyTpIU8kVrDupiHCN/k4+6P6K62f/JQDvX/79Jz23m8fZB91fnfTYc/FcPFF81QQYn81wWQ5ZjqnXcMcW0GvrqEIVXW9pEC4OC5tEUa01/RRbi9CDDB8bXPT0J/unPKZAYYYymfhIVHJXOnU+4s5nutLnefPHqAcpK0mdI50JFpdaUPNYW/Ah18zpWeh4z8Z5iuYjAh20EZTqtaV7g0kQWFlZvdXjSbB0WhAYt0Jlm4oKgaKyahlOn/r83PZfforLfmLfCAmhEk1WFx95UWJW9OcMXsNwWoQYSyuqrBUI3SRUhB1LuD7AntWQBGkFBjtzWnM9eo9M4CJP7ZgmPFThmh++g88u7qYVD0mHAVEs0PiJ+47DMMGtrQtiJSzEaTbDxQ8dJe92RxPuE8VoIvUOu7HBNea70NXCx+cZFBKeKG4e/AnXNX4At9TH7NgK3R6m26N+xEhSE4bM3F0sRNWAZNIQrfRFyT42o4VTZ350XT/xv37m1B94mvGy730vYayIV1NsJQCjWFxr8u+PX81s3OWKqf1cGC3wl3nETNTjksYRLmgsMGEGLGQtvri2k41hlRf931/kC99yaieCvCGiTIf6kzTviNHWFXZU0rlS3pNXJSmIOrJRD3ueoGfRuUentujg6kJwUouFq5MNvU4d4UbCR2/+5VMew6f+5qe54gdvorpihQpVFsOKTYsZOtKWprMLXOAJu4p4Q8TIskZxbw0V8WGHKXiT8YajsmhI8jpqNsEOAvLcMDfR5Q+PfBPffv77+Ntr/j3/cfE1fHT/Xsy9dXZ+OMd0Bvh2B58kqGoVggDvLX5Th9cVG7InG7vXVd+I0krmRO/GRQTvztjYhWLOBUy1gu/3iR46JsU7o6kMGgx2NGkeSskahnglIVjp41pyD5WibGoTeujDH3ny7tfphNeSr5aWhXigH/C7K69kNuzwitbDbIna3N/diis8pkt6zrGuFHcv/QcZL3f+01978u8/kXPfY9u4aGMBwhBfi6WQEJkCaaAwfSvItEI7RuUO3R5AksjmJQpB6xP+7pXCDJ68q//+O+TYXv0t7x7pjJTdsbShMZlY8OVVKZDldQg6ktxLB1qQFWFbUVkBW0zv67fP8dG5KYgd0eEIMxTbtexxbnk/NnmQb2ncy7XnvoW52xS1I33p6A4TfJ5Dwd8FZMz1B+THFp6yGHBd9Y3gHS614B3XRt9zxqk+5fvZ9XWCVoPpL24w+cC4iRB1qlSXInrbCqHQVWg8sAZGYZuV8cb3DMYVP3gTRglSKa8WCvhNy68sXcJ6VuO3t98KwMd7TXZPrTK0AcyDVp7j7Rbriw2mvxjwkh+56QlF+jaHcqC6RhyTtLj89OcEmRUMGbkulZFXxrbSwh33BAPZpPooAO8LBE6ITgU9cCqEEQgd9OXf/V4pVmReCqdO6HXKyRzf3aEIBlLgqC6VLg5a7Hy1COmmTekAmwy23KK49fYX8b6rL2H3tmWWuw2U8rxm50Ps23b76LPfPn83P/a6z/Hy5C2Yz4RM3n8MPxjguj1Uo45SZoRo9MVc65ZWcMnw9PIFkDlXf+eYphaE4L58ZOQH3V+dWBC2DrPUZrInNsJiPdskXs0ww5zejiqtBzbkqfW4cG/SI1oCnB4q4ani8h++iVo9IBgIbc0Mc2wUkdc9tkLBLQDTExHNdEpQfwQeV4VgQ+w6z3/HPh5866lzXeVkDDaCFG888boUEmyMoG/VGEkzen6x3KmynutF/BTGyEIXmqI4kOO14tN/feqGy+f+7C08/6f2UVkXVI0ZSBHDZNIUGNZM0UATJKlOHFkzIKsVGiAhiBimHOegG/PBYxeit3le3/oibRfzb468nLvXtvGDZ3+W72xs8J3nv5+9r/oBumfV2HLrDNWFhODhI7j1jVE+IF/y5LXdrgpS57TH7hP8/lw8F6eKr+tiwt4XncPNtz01B7OsyAF0t0c0D8nin04E1A92pRvkHD4WwagPfeKtX/axvex730vcdiQtUfCuegoYoRZeFjDsRwyinFoj49LWYXaGq3y6vZfUGpiDXhKRpgHZolgbmhQu/sV93Pvrp55k+1srcEmH4ObmCXywshJbaiOIJSZjSGzmR53XkuJgQ4VSwlVk06ITbziu/LYbT9KFKKO30xOti6e2GWhJMAKxH1p6foA3Y1GwUnmfCgUvXqDAOvZEmSVq53S3B5LYDAz9hyaINwT+7xVsXGhJbEB7UOGqLQ/xrVvu4F3uepamYibva0my3uni+31ZzDdVbTdPlCoIuX7qn49QB4//++bQlRhVibm5+0cnPK7Un57yujw+zn/xHj5w2/844bHHvx8UnRCALCOdiEaUg+pyhlrvoIIJdOb46Ad+ntde8y4+8sEn73o9VZz7P95J9QtV6sc9eazwLS1WpjDqFtnUsDhs8OqpB7iy+ggpmq2VNhfUjnFZ5SBnBT3mTMRHBhP08phPdvfQH0ac/z/fzoPf/ktP+LnppGNy5wYPHNlCM2eTZgcjWGDJ5446jni90NhInYh55n4ESy07LSZ1hahogYgxeqRJcapIG4qgL6KNZVHNhtIVM6mnc1ahWt+XjVcw8JLAMEYzZDVRxS8FFcMODLd4fFv8sN1KncNTFXadswhARVmun7qTa6bu5i93XME9yflUl2rMfyjBHjyCVgkqCIQHWVC5Thi7xnBt+AY+kI3H03X17wcYizA9rluxOZlQ6i9Pf4BQjt3//qTPuWHHj43P6XwdCnRJ7XiC2eij+gNUpVh+CrHbD3zu1IWe04nn/ew+Zu7OsFXNYNrQGjhKMS0bG0ziUanike4c26bXeVl1Pwt5i4ubxzg8nMR5zfn1BYaFEt1iv0EYWNbbT8y9LsNWYMf2VVY+vVXEBuvFZrScM52XeTSx6CSTIkvuUGk+LiTUqvhqhI8CoeiU2jHOCWzYwbVX/Bof+Pypz5GMWY9ONb6wQQsSz2BGMZwr5lsn/wd9Gd+2IoUEW5WKs04ZCbDpDOpHAno7IF6DymrhDFQ9+bPPDRp8z6s/zZ8FryDq1ml+qSvIjO7jxDm9Iz8q0kjKRNww968AeN/SfwTG47YsQJSbfRWEKGP4QHriuFPqL5702myOvS88h5tve2qdnGteOS56JhNaupQbEG94GodT1CDBNyp88NO/yHUv/hVuvv1XT/sYThUv/NF94CGZAnuuYvJBMEnhZpMryBXHkgmum7prfGwu5BUzj9IwQ7YGslF8LJ3lPxy+mmQCGj0pTDwZ1S2vO4LZIebB+qhQAOPcoCwalJs3hDkkj1mh0UQbOSZ12GpQ8C0Q55JAit9Xv/Y3gFMXCJNJTdQpaE4lkrLQrzn+CkW4AaorxY2oK+r4OrXYAvGgnBxW2mJEL8urCn085lh1gmEnJliI+Pv1y04oJgDMmwYf+Lb38sbzf4BOehbNWw7i2l0YDKUAkGb4NMVl+UlzbokQK+NU+YIKQlQY8IFNGk1K/fkpr8kTxfkv3sMHbztxA1giHjbH9Zf+IiACtK9+3bsJ2kMo5gHV7uFrVSnM1yUH3awb9Eziwl/dR7QhAq4+AKpK5r1i3XZaigYU48fOpqiNQJA2oacyM8B5RTYMUMpjsxgGGq895954E4/89CnGrhJ04LF+k8n7RKzYBpvGKIwpiIDPxwjdUjOsuuQJho9DZGiwsRm5mV11/W/ysfefuqCQToJ2ilKHoUQ7ZK2AwaymsioIWR8qbEWKN8mkzClhz4/uI9uEIJY86672Dp5XPUSoLJ89tpuNtTqdHeNJ96FX/xH/7YXzvGP3txDfXWNrfDbRFx6WY87LJP5kdMLo1AUh10bfc8Jc+lRFgxPzha8NKsCZDge4J1M7/grG18pxPJ34ui4mnG5shvVc8YM3iQBgocCsj6/iZybEh7wa4pXild9x4xOKfj2dqC7lAtW1oigvYngUMKxChGstYgOozaVcEB/jwmiRewY7SaoBuxqrrKU1DrSnOdqOoKNPEot5ohjMac6eXmMjaYy6U7qw1htxKr1sDHXOqEJrMhGNMYl0ts3Q4pUZqeB761FFcmyeAnKbT1q8MTQeU5hEJvC8qsgrhuEWjx6qkZuEzsS1wqEIUlcUFyCvabLZOip3xBsCya0dEUtPlctrbQxUHPUg4QVbjnB3ezsr1TqfeM2/46alV/O/hy9ly60NGkuF9/STcMh8nuEHA66f/heoeo33Hfptqe4+wWvcMMFEX4Y58tOIzfSLV3/Lu9GJw8UCHycTnm6wLqpRXilec+1v8tEPPDV94cmitlBYL2rQm0SbS/qAT0QB/+L4CFuM4ZD1XFQ/yoXxUS6LUhp6LBpkUWjlUU9mpQD42NGqDFk/OFFYOBVWTr7U3BDbOa8VlZUcFxWK4c4XaucKr43YPBb0GApIrjeiV2B1MCpMnCrSSYg6qtiUyWN5TTbCygsUN+gJlDjqyL1iI9mECfdTnj9KvhGqRLxkcIGolSsLeV2RWcMftrfw4GArAxtx47bP8u17Psx3/RP4/P3nUFveTvXIcVwylPF5iq5s+fj1rR8a/V520r5aoo3vO/I7o59f8f++l8rauLuuVttC9Uqlm+mVYrC1ckY+14cyt8ZtcYbBexERVUrQLB3NQ2uz/NC2TzJn4KW1RziSTdG1MbNhl53RKp/e2Es/D1nt1tCnoVfjNbTiIYMFoFhbSHOoiTVlCStWicXH4tSgXYrKcikkBAbXrOCNESX8TDQzKPivpQvQU8X6uSGNo5agJ7oipYXfcBZs7DFeEfSLYnKp87GpcwdSXFDFxtlrqC5bwr4hbco9mNWgv9PRdUOWXUbm1cjG7O3zd3PFdY/ycws/QP2xOrrXf9I516UpbmUFMz3FDecVKKqigFBqII3OsbUjusOzHR/89C+Ofn7Jj9xEZd3R2WGoLeZEX3gY6jXUamnJWTsjc65OS5Hi8SLvjAjWhT3QqaaXR1xVPQ7UOZB3uKhyhDnToa5T9gSevrfsjRb4T9NXYleqJ7gtnPJzc0W+EaPzQqROjYuoqDE9RllGOjJeCQJALEUdQT+nFJsbxWhD50fIrlNFVpe1y6S+KMZqwq4lr8mmMugrqit+DMUv7J69LgrHpjh/qaBu2uco5u6wKGdYnaxg2gHxCigb03YDWvrEati5QYPPXPY/ecEPvoHqsXlMf4BdXz8ZxbgpvLX4wZDrGj+AnpvBr7dPmS+o8CuXZr//znEhrLs9pLt9ktnb1gX2n2YjhG4yoRnMKJ7/ln3c9d6npsM8WehUihUuFyqFC9S4gB9q2WAHgIfmZJ+sYXBOUYkzzpla5WinRTyRs7DWIq2KHtZTpAsjNNXiRpO6hZEGQlHQV1ZQB4+n8Za/m6E0AsK+CALbihkVGZQGlQndwYdPPudkTY+yMq+ixgWC/qwZjVede/JIcohg4MiLzxLRZUE86RTc0RrHjtY43JyhncX0sojOQ1OouYTt4doJn/uDrUV+8Kr/xkOv7HL91rewK9xL9ZEV7IGDT7nm+zyTYlhRuHWDk505novn4unGmcO5fp1EvC432qhKnhVcVe/5wOd+mbwRjpTZv9xwkcYkjng9I9wYUqpquEgskSqLmuBghVBbdocrTGrPeZUFXtx8jOsm7xa0QmMDU83J625EQbjk54Vnes03vYNrvukdo8977dXvorsTBnmIztlk91hAyxJPMBSlZPU4/YRSvRlk02b6uSitpyJIpIuuNFAITp06STTNDNuw2Fi6BCDwyMGMwkVSMCiVw0E6uGWUmg15TdPbFpHMSKITDD2tA47KiiAosoZ0T1p3hfzNQ5fxmqn7qQUpG1mVQ3mV92y9jX9y/S0cuUrhs9MT/3Jpil1fxy0ty0R7qkTYO3yWcV3jB07rfc9U5IX96AgRkuciwJMWyAHvn3Kz/FTxyBvE1jSvKHTmCbtiwwWMINp6oFnvVRn6kCVnmdOOK2sPcVnUo6FlU3gw79B3MRtZlVqUYvSJtdbSK3sUVcvzpo4RdIvkQzMudKVyHGHfE/bc2NIK8KEeKeQr63GFfkTQywqND6HWiDWWxXQzrr3iiSHr5717H3m1TKRl86QzuU/CvhQm4jXEwmxdxBI388dNKmM6r8gmbjCrGE5JYaKyLN3NYADhAKhZJisDPtc+l7954DI+dvg8fvjg1QD8xZ4Ps/9b/jOHX6tQUQhKn1ZRwHa72F5/lAQ/4Wu8+4ptysrQxbVR1vPBT71VxM1yEY66+fZfxdaDk5K+ZxJ3v/vNJC1DXtNEG7nArQvesy9oZtEatB+e4ng2yar1PD/qYpRnW7TB2dEyS3mTx3pTrPZrDDYqDHoRth+y+7++e/Q5r3r92ML1wrftwwXQSWNqC7awkytpFaJ5oAYZuqAquLhwdMjdqFgASBHM2gIaXp44Pfob3qOSjBsueuLu7u7/eCP9rbCx2xD0ZH61YbFRCzyYsWVvMICSAy+oNEW4oSWhjaTDK+MWKosJlTU7Wkt0BpUlzY8ceB23J9u5I9lxwnH801qfba86jIuD0+aG29U13OGj+JU1XJY/IZIG7/DWcm30Paf1nmcqVEFz+tK/kw2X6/UlZyjWlLRlTsmrfrrhNVTWHPUFS9SV769tsWYPFLkzzGjx8A0VXBItsDXosytwtHSVrabBdpMzP90mr3pxwXECPQe4/Idu4vIfGs+7F791n2hr9ERDqqS8SIEUkklIpmEwB4N5GMzKZt0HslnTWTkmHK5waSrdS0auN5nDDLInpeokU5BOlNo4svYEnYyVSwJ0Khu1eN1KsSGSfEEso6XtXI5LKbpANulo75Jr0ngwpLoo2iDewO+tP5+Hsu4THscdl/8Pjn1THbbNy/V4qjnXO1y/jzu+hOt2T5kvuGGCMmZU7P1KhY3l381f3ISccQ6z0iWvqtH1/nLi/l8p7gtTWCIWmk5lsw6KQk8iP79gyxEumF/kqt0Pc+3ZD3DlzENcvuUgl88e5IqzH0NFDhe7kxpnpcPJ5u/mpjLSXjjSTVKuvF/HYzmvSa5o4/F31bkU+IOBJ+zmIlhZOLaM7NGdrFdBLx8hax4fr//Uv0Hv6JO1PLYqr8urhU6Th7z4zKxhRCQ0ElHK6oofFW+9krGfTgIeqguKytGQY+0Wy+0GbiYjiKVI+ESxN2zwfa/+FIeuCVn+pq2oOH7C5z0+vLW4YfJcIWFT+ILq+LXwz3+NCEE+nfhHV0wwQzcSSfr0X73lJGX/ztlPPbu+7GZJ6Hb9l3ez+/duZPfv3XjScx7fqXCVUCbZXDZkZpATr0JlBZrBkEmdYfFcWX2Ea+r3o3GsZE26ecTMVBemUxHLcrJBv+wn97F8aY21C8dVdm8Utuo5ujQ5EpYZcR4LfRlTbAxtrE5Qa/ZFF0JbTzCwhe3V2JdYFZNrKWjnteK117yLb371O/nmV5+oeG7XIvRQFKHDTrnQe7Im+MiNurbeSBfXxkVhQ407ui6QAocNxWs6ryjidcvE/oTaghOl8gzm7hgy9Xd1brz3m3Fes6O6wcviAI3mvVu/wN+9/rdQldObYEfXKk2fcpL1STJWs/8KRSlgCQUk3Inif8k1TyaffOzu2XcTe/ZJMnneb+47pa/z49XIXSSbMuFje8K2ZrBW4VA2w13JFkKl2ROYkRXXiuvx5+0XcvdgJ84rqkHGRG2ItZo9f/5Odv/Ju1h6Zc6uPxxv0LRxYpNqhRqQthTJhAgb2qhQqC5EGG11jNJRmSSUeigilTiPGWQj7rjOhatYijP6UOOqAVe/5jdOKsbZqsOe16dzlhoJg3pVWFMWVIqoLV3vsFcgjcqiRrGfkHELaVOShN5OT/1YTnXZUVvw5DUYzgCp5sjGBA9vzJJvxLSX6iwOGvzBxrbR8Xzrlbeip6ee9JqeFMWm60mf8hVGK5ihI2sEZI1g/Pmbil7DqfApu5cX/93buPjv3gbADZ/4CW74xE885efaqoiL2XiseVFZ8zQfVexP5ngkn0aj6LuIoQs5mM7yf449jwcPb2FpuQW9ANcLIdUw1Oz+jzdy3ntuYuElARe8vbh3CuTW0aVJqseHYDS+Egp/vLSFrMp96StFISErKA55WU0V1wccqDQXZ4Dy/JQCjSC2ulHA9Ze8lRsuOJHOpFNFNukYbJHfVSkM6MRyteQQyx8Z2fsB6ETQNqW1YDIN/W1C6claIWE7FxSOgqjnmbnbcs//Pp/feOAGPrx+MbenKQM/ngs/fPE/0N5Tg+D0N9kuTbEbG0+NHstPrzB8piLecCPxy4+972fl+Ny4sJ7VnzqF2v1HvwlIsXL3f7qR3f/p5Hzh9j84sTtsBlbEN8sNWQ79fDy/z+oK00bRVDBRFHAXbZejNmDPxApuW8JgTihXysFL/vlNAjOPT7zPdKJxoXT9s5psagZbYLDVk7U82YQjnctJ5i3ptDQIRgXegeQEtiqILxcKUmBUdC4RNkqR1yOufu3Jcy5Asi0jmZQiRdlddrERq8a+CN+mLSPFhkAsUF1sRve2iEXKxk3n4CqO/jZPOgGtgw4cDOcdecNyf3cbv730Wr7r0au5Kx1wIO+ccCz+lRv0zp8q2tOnlx67ZPjkc6p3uMHgK75xE8FM+fmTf/czMo84D7mlt10KQ08W5/zOeznnd2QTf8Gv7ePCX33ifOGOf3/i2FWlFa2SjbXOROsCBZe1DnHF1AEubRxiT2WRs8JVXtp8lNmwy+tm7uTl5z+CmUlw0xnKwvm/vo/zf30f7d161EQDKZA2p/ro9RC06Hu5aDzHeS022smMJ5nx5HU/sis3m7RASsHlsvEgDmIFHTnSRQ6g+OZXvYNrXvHrXPOKMfLDecUFWxdRZ/VJZl2Rx8r9lUwp0ikKWpgiberRvSg0TU/aFNRYeUwlmsIMoNePSYcBW7esc96WJczY1/ek+NW5e3jeSx9l6RUWXX9ySt4J8Zzbw3NxBuMfBc1hc2jrR4rhr736XUTWohZW8FtmRs+55U9O3Ey97hM/zmKvQeYkOerdNc/eL+4jNAFBb6yI/fj46M3jgkK5gKrMoQsLsKjjyXPF0cEkoQKDQEbbbsCfb5zDPRtbWRvUcCh04HAGdHBiFba6bLnyW9/DJ//uZwqrG4/fiKQwUPLEAuk0mEQmT1dw2CSpFOVvkOcGXRHOcfE4ESwFzIwVKKNJLLZqRvaOeD/imWatCPPNAS7yws0dFLSJVIoJOrai7lwIz4wKB6EiGMrurew8JBOFdWRSqAAHCrOeE7U1taUQXTgWtPYP2PjiBF+6TDOcD1ic7TJvBHr7/KhKetkegk/eeUYT0a8GfDyrjxPBV3zXe5kAWF6D2fGG8/GaCRe/dd9oozt3AAYzikvfvI/WEIZTcPEv7OPed54Mc7z1D8f3wFU3vLvQIVAo6wi74JZD7uidzQvqB+k4i9Oex/Kcng95KN3Jp5bPIzKWisl44dRhZsMuH4wuZKVfF45kbugdabD7P9zIgX/90wSRZUu4gTciOlZ2vVTh/51XFTotrEudIuxJUdAMx8VAHwlM3GpJupWX4pdSm+gORiz6lBWhMJ05rvmmd+CNYua8CusX1Ahfvsr6g1OEbUFA+CEjmygbijpztGGFvmQFD2ySwuGh7IpEMmZ1qlh8UUjjiGwMhjPgKh4qjvZajfbRlnRtnGKlX+fe/naYEE75e7d+gRd+65vY/r4Id/gYLhlyRuIrnETYWBTixw9YmZRW1k75mt1//C7URohvyfWND06QbJWf73tkB/XpPpf8/du45/VvO+F1m+fuEkHgjcIhYydeF3z/4eEkx+NJ+tEK1mvu625lPa2y/6FtIg6mRUzTa42tutGcmzcdLlbUD5640fDLMTpp4yshthGjh9koIfWBAkJU7jGDXJyFkkwS+8CAMUKDyHOZl0Oh68gbF6igzAo9rxA0RCspKGhFuqXJ5AVV1q4cwrxlaGqgpRsoMHWPjx2ZVehcjfjNroAHhx1GhQcXymMGRTCA3vaQeEPQZFlNEQ482nqmHnIsV2e4edsEV191Ly+MTryWq5coWo/MwMHDpzVGvlbDpH6EVHz1695N5Dz56hrBpiLf4ymRe37rJhk7Ch7+uTdTvz/ikp/fx9wBR3/OsHHBE99/m8USr7r+N3GhKuhbQlHsZDFrrs+UrpH4nJaKGZCh0ay5PnelExzKZqiajJecc5D7m/Osr9VofSkadVzjDc/lP3yTzO9e8oWygJ/XwNa8FBdiB6EXGZpQXuxzhc4MJpXmgM7l3sqrBjMcI8ZG1nhlgXBkVTfebF39mt9Ap5a8EWK+JSTfnpC0YxHpA5KpEG2L7nJV0AriMuJH9pXD6YDhlKwPZXNC52A6Bp0J9SwYONJJjW/mMDTs70yT5gH9NOSd6nW8fu6L7G6Mx+5fvegP+J4P/TSNHdvw3R52ff2ZDp0T4quRL2xGe1334l9Bew/9Pu87/h9GxdB73nXi2r/nt24aOYdUlqQhVD43a3jOfe9NPPKWk3UMNo/dV3/Lu7GRHjWeggGUNrihspwVr5IWSUmocrRyzAYdrqoews4opqI+xwYTfDHZTbBhUFYx2OKpLigu+fl93PMbb8aFntlGl2FvckxvKIoJZT6e1z22KoIaKpdmSDCQwmkwLIuBghIeNcq8rFeCApb7VCiOUn3VSc51L/4VfGg48uo97Pknj3LRtgXuWt1F2GVEA3JFzp02FcoryYMVpFORoGpySGZEgLJ6VKMSiNolghjsegyxZUu9Q8XkDP2Tb9VeO3s//b0h/Sv2UPloH9fvP+nzn4vn4kzHN3wx4frpfwEw4sFndSOCgkX4PMeds3v0+23/+YkFX5YemwYPs7drWgra50L9sCzy9jQa3x/81Ft57dXvkg1QIp05k0m19Ja7zuX4jpgXFzz8R3PFf3/gJWSDopOXGYLlAFvzpPMWYodZCpm5C/KqRufwyu+4kXwuxMz3qX+6TpCIonzakhXFG9kQ+dJy0QOuqE47Rdz2VFYtOndiGxRodF4oVRdiSGJTVeoveElu8Xit8c7jjcYklp0fhsUXh+R1UIsQt51oJkzlVGsZrQs7LM60wCrqUwMqUcbaep3ho1UaB6X7pXPZVJqCi55XFf1ZQ9CRRUg58YUG2Di3Sv0orF8UcHZtbVRIKOP4S2POvjXGds98V6uE3T5eGOxMxOOtfJIp2bSW4dOU7IXnjX7/9F+dbN1kK7JZmNjvqB/uM/EQHH9Zg9b+lMrK6d3+H3vfz/JN334j8Wom3PNinfq7T17O4BWycX9Z5QAPZfPcvP489ndn6GUR6SBgmAfc47ayrdWmYnKMciil2DLZIW+16SQVXvy+t3LBljYWSV58ALoviS/AYFrhFCirRjoIUTsvvl8gUHZk0UcpTC73l0IKUKXFqHFCZ5IxXYh9FsmtV4qJ/QmVtZAf/taP8s7+9XBPHWWF0pA1FGlD7OK0hf6WQCz2vAiD1Y/nrO0NRpx0vQGlgJkNBTbuQojaEBxXqEcj8ioMtnh8INSdRpzwosZjJ5z7wRbItk1gDh8bK4KfgbhGfyc6ip7SVvKZxg1b3gTVCu87sE8U6TfxqX2eQ2bwewQi/5m/PHnc1lpDaA3pL9aZ/mKADaGyJOO1cjBksN7CNZ78XHzi74WH/8rvfC82UkS2QEVpxSce2cvcRV12R0t0XIXPPrgHsxwx9YggpWwIUVfgu72zFHnDUTkuSt/DeU9/q1iY+QlJHnd+xOPiEOIChRAakumooI8VQnVrKWqQCQ+3VcMrhe4NYZgIrzovvk9WcNDjQLQlrBf0glajjrjXWnzFA0242mf+Uz1WL50m2NbDJWoksosCmrmwgrRY67qggOQ2IGyL4KKtSIfMa6H0eCXWgKaw8kxaosMQ9oVPbHBUFzV53fA/Fq6gpj/J62rjYtfkZUus7J9j9tYzN2bLOF1L1GcS5XyuqxXev/GHDGYMldVNx+8dwZ7do18fj+ICqB9S1I87mo8Nuf5P38qOasyRq5tEbUvtWEJtOYYfffLj+Nj7f44XvWmfOEAhaMSFjSavuvWf853nfpFfnr0PgFDJPbFsHTuCNuuuxmzUZWBDrtt1Pwtbmnx24RLqh6F3tmc4J2Pjgl/bh6+Dq1l035DXRQ9Gt2U35AN9olaClu7p9H2OqJ1jK5qspmXjE8s8qhMnlDjvxXaw0LVR3gsNQst8LFbQftT53fkRy+GrImwM9aNQWxZaZbgB/e2ewZyicUjOS3+ronO2IV431I85wh5iATwstaBkLvcBdM9x9HYadAaNe2UTd2RyiriScsn8AlsrG7yichAYa/xcGNY55w0P0//cPNpoVKdzRsfvs6mOf131jcDYQrV+/OTj9jNTXPOKX+eBz/ziSX8DiM7ukj/cxCTQ2i9jb/18VdCbTg96/fH/+7O88Ef3MXNXkS8UDaVoTXFfbxvU4VAyw3zY5nnVQxxKZ9gTLbLVNPiW+mE2rHTXD561zko2LVTDiZzetMfnit1/8B7UdM5spc/RopdQojBsWKCyHMQr4tg20i7qQLRRUn1l3IhGSIF2CRVmKAUEW9G4fIxYyOtiG69qgaAXejk7P7xB77YdvP53P8SD83NUb2uQVxVBP6eyGhAMZBzqRHLvtCV5Q/OQ5P02ApVL0cvWpIiQ1YWuEy+K1tqX1Fl4q7i5+Xwuj+8/5Tn/scmDPNzfwu21ncTPAmK2HLencoH4RoiS5vC1EF8rx/F04uu6mPDg7Y+epGL++PBJIjyiMOSGPT+Nfck2sUsEwlvuE6j4lx7CX7b3lO/x0NIc4boRC5oNT9qEyQelyq4Ly8TTDVsNCiE7N1LX1gNDfxO84VA+TbpYRadaLOg6uihaeLCKqJ6SKs/iFSFBXz47XtWYITirC6FFPxLgcsG466S8CB1JVwEyrVBIp8EkHhubonLq0Elhm1UJ0KlY8JXVbhcKR9IX5PWsEhYoAj9yisiajMQXs5oiXA2wRXGj3hriPcRhTmQsYZyTNTw2Vvg+VNYsNlKS2GpIWlI0GWyRyk3JB01bAb2tiv5Ox54ty+ypLnHcdtm6qaAQPotF2lLM5trwDU/rdQ998cBJatAnvXdvgN4yO+JJZ985PyomNP/3l0Sk7CmislxA51KxmfOhZv4LAxHRqjw9lpPXauTB7JUshCtJg8PpNHF1P9O6y33rW9gYVjHKsbQ4gc8Vyng67SpuaIgnE+ZaXeYrXZrhkKmgj1YeoxwP97cQtkV0TD5QxpJJZcwGAy+b+41cRPUAZeQ7jWyfis2icsKp9Rp8NaD0fR5txpRs8vKKiIzqZNwtdCjylQrVriTYeUXRK9gHyioGszKuzVD+nkxA/XixGQukw6dTaB522Fg80tOWHFvYLSCWRaHBh54te5fZ1mhz9cx9PD8+DIzFCEfcylKU7kyG0s9I9+OhLx54yuf4NENpzQ17fpr8tdtxRrragCj1D54cZREGVsSnAo8Z+hGcGQraVFdB9/SWL+lYqRHU34WQd0MWkhYVlWHwqI2QypIianvSlvjWV9YdwyktHuKxYrjF4bWHUO4BFKhEup7KaaEbFdSGZLoiAnahrBFBN0f3UlSa4+oxhAW3vLTDTDIp2pbCg8YUHo1OHB66hZqYKRXEFK5awcUyN6vMohzMNHusDpujbt1wVs65CR15TZwhtJXuXdbw0vHtFho2mZznkrqhLAyndCFwWoxdK/fkYMoIja2teHRtmnf1b2B998f53uYqIIWxtRD0RAu79uT0hWcUz2DsPnj7o09qiwbjDrJPM66rvhHzrS8YURmi94klY/7ogRMKCo+Pypon6jp0kqOSHBoVdnysK134fk60fvppV8kB9xq8U2yf3mDjCew0Zo3msVyOM3EB3SzmkXwWgGwmI2uHKA/JfC5zasdgBoqgnqNWg2KDL9ecAvUYdRjp5ehcNJdEQ8eRTASFhkE5N9tivlW4WCgJIsoIlHva8h4MhLoWb8hEr1NBR0RtaBzN0amnvUt0n1ws4y3sy+dXlz3DKU1nt6K6LO4OvR3yOTqRcRxtSBHWDBT5pCVYClBO8pFXnfsQsc5529YPF02HJo+PC5oLfJF5SLMzP+c+wzitsZtnqCjihi1v4n0Lv0fa1EQdue/UY8dEu2FmCrNxarqFu7dJYOUclk2y5mPiCFNuyk83BP1XFOuLbvxjvWlinXN0MEk3jjiWTlDTKTWd8D+6njv7l3JkMEk3j0mzAD2d4IYBYSNFFWK4NtdMtvosD2uYQTluPb5AbuqEURPKFGMvrxWogcI+Uud+9HseSHE2yvwoPwcZp9IkK+1Qi1x7aSiFBefQmWVvfByjxXll8qGUvB5IAV0hSIeQMfIrliKtDQtaQ1eN3C5EkJFRsVenisr+iKAH7Rc/gYXO4+I7pm/lzs5lT+8iPc14ziryuThVfF0XEwCxSTPf9YQ2OYBoIjj/hKJjkvBu4qCfIrZPbnAoqBOvFjDvXgnLd+gMVl7o2fPv3sujP35yhw0EJjZztyPctHnzSqqeJlXoocKWanNAz8VEK5KsBZksmmYg8G4XGdJmgziH3g6PPqfHRH3A0mPTmK4miKx0o5QacbddJBOsimSzE3aQjVQsrgoCKfe4SKFcISCDiNmpooCgPKjUQqjFw5gyyVEj66iSUy88NLA1h401plDFD3qK4UqF5VzTbA6ohjnWKfppSJ4G6KFQRpSHzlkh3ghn1WR+BDN3YcFfL2ypXKBIpuEdN/wl31I7SktX6bqAzyU5Qx+yYhsycccxapg8K5zbZ9a5eOokxecZbmEZPVEmPPN88XcFluizHKUVH/7YLzzpe5gEoq5DZR6dZPj/n733DpfsKO/8P1V1UsebZ+7MSBOUkVBAQmSQAUuAvcYGnP3DXuO87K49EmADhsXYgEHS3A029tp4HVjnHAXIBBGFAEkglNNIM5p0c+eTqn5/vNV9ZzRBo0FII5b3eea5c/t2n+4+p07VW+/7DYUBIxuZeClj/3OqnP+mOW675nCqA8C237qW2sOaal3LBm4ocuS7VhbFhnCFzUGDJTvgQLvBYBAShCUMjLcGleeGmSLLNI/sq9LZElGNcl6x8U6mgzY70xnuac94Kg6e/qLWBJWMwmQW07fYSMvYzRzagSudwMRLhzWgIn2IQKgqpOBXJIZgINdKZ6UIj0ZavKGdIG2KquaG5bOp7DUirmgFZptNeKpPqikqAgcedltsDJ2NAbqArAKDKYdJFTrXVBatJDah36TZQzdt51zwMP961nWjz9qxkLqcWIXclvUpY2htqzB+42MOl8cdrixH89/jfCWvqP04Hz3I6uywZwxS3CBFF+WI9z3yMfcby49++V1Hff1so81qNE68KJPPcJN/4S/NEVrROWyfdvQN6kX/eW5U1FSJEnqMk+vgNOi+ZlCGbA0GDCqCBgl6XvytL5sbG0BlsSRqi35Hd5OMxWy6xIUWZRwuLgkrBWVUGW3si3oo1mueomByR9DJ0J0+BGakiaAKK5SPIBC6g7VSUCgclCUqzWRDVokgCmGQjY6pAHfQmuaMwo3nRKYg6HvLxxjseEEQFxSDEGUc2bhDp4oycZTNAhta8v0xyYoD5QsvHsljA0Gu6UyS86jtiFZl09jerKg/f54zx1b4lVP+DesUn++dyUf6HZ4br1A6LcrmxykI9nhCNngnOnaP7bM+HJuHeLYfIa677+qj/k1ZiFZknXFJiO4MQCmi1gA0tE9tcPHPzXHz/z7ynHv+lXMiEuc38lIIBWsV9TBjIji8Ot62JfvKceaLJvsGTQ706jinOLDUQA1EYNFt7nPRpr30ipB7H5ql7BkMHj2VrH12VXiF/p539fFFBOsRCHkkxdmRnkO+RsnRuSOrhEJJTC3WKFysRfujdJhCmgto0Q5BK1wiG6po1dvwVrUcp+lpE6UirwnNRtxyZGyL3a84QBRVR9hWoIeFMRm7qlKQTckJLOqOZjDgretuOAy9eHD82MSN3HDG8xlf6R71OSdjuLKELMOVa8XoofWj63QhCPjI7e852ssBKY6HqzIXmkyskpUVlNZgCnqbi6O+duuHfxO9FFF7WFHpDqmF2lNQZC1f7NXYF45ROE27SNjVneCspriY3dtZx2K/SmhK2mlCe6UKOMg02lgqcY61itSjcRa7NWkU+dukTGQTHq3CwfaQQrOV+b9IpPM/Sr+G6MFIrBuHNukiAO1pRkaNCg/KIoUErwXijOaiaAmlpAHmjKKoGnqzfh5YFsHlvMaa25MXa9SF5OK5T+9MKiK5NlD0NjjCriJqyXGa5rH1NvYVYxRVTaw0axW8b8e348mJp30xAWcx9TqvHHsDKopGftWjP3tLNbcqN9chkFpncVbDRecc11uVFUAJD68sfYJaOqLlgMG2jK1/8n52/vgxLKL0sMKpAYsuRJ2+st+QOwPIRN0uE2+bKBZ08Yp0ZXXhCHoCAcyaAWVk6E2HtLQjWddjUBXl8XoOOEeR6JGK7bDjUMSyOLsU0JIg6mKYPPsNjxHHiYOtIvNaQFQ6VGmF8XCERE4mbUs2Fo68yEe8MQ+XRDvKfkAviJms9pittrl/ZZrJdYvsXNhIWmrf2ZPOrzWGqO2VqZ1oMCgn6s5Bt2QwHaJz+OH6MiBvKo4Ca4temQBRiIrCJ13A62jhHChjeNWpvwjerum6B9aEuYYVYFeWuEX5zHe++6Dk01nyF17Ey17+m3zi44fqJBwp8oYh7MYEK30RfystLgmpLFQ48Pzj6xraSIvA4UCSTWdgsV+l4Re6hi7EGMUqykJDCWFbYHwmlSQ1bIuwVsuOs2ocNwRncOnUw8yndfasjq0ltaVU8Edinb5YNdQpGPIcnVZrj/kkoKhosboedpW070qEijwMRBfEyUUYqtTDsGMG967MEHYkAQARcQpm+/Ld5mvY2FEmFuoFuY0o6yXLDc3UVyXxKGdydDVndbxCvkcTrXpXCN91CPqS2AymOKSQsGgleQ2RTeJ6IzvgrKlQWuGK47tOxxsnDN/1p/VVMz8vm1/guv2/M/rz5foHGIqXudXysE2Tsw4uPocrnvfuYxZxQXiveU0Rdpx0oQqBqDoD3eeknP4X7x05kBwtbKRQqS80lQLjD7qaA/0as6ZOXfVRhdeS8eNBF4LqKhJFdUHU9aO2prXF6yAojY0dtlqSl5EIdSYGZxR53ZA2FUGqCHqWcDUTgcXAQF6g+gOIYxl/9QpqSC2rxULTWWjL3+JoJJFsKyFUQnTbIzqUGv3NKYXSmriW4ZxAkouKnLvGVJdKlHNgZQKVaoq6hXEHgePUUxfoZRGt2Zi4JZu1MoH2BkfUUiNr1CGPV1lHtJpjI01egy8+62/ksxFwU2p5bvU+VqxAlPPSSOEmTWXsPoG5rStyjlcc70gxRJKZ6Smu2/vbR3kTude+8OeHNwiCUzYd9tgRDxFoXBCjuymqv1YY0qWjvfmxCyFDlfphETJvR/SKkIY5HNWTo9iVTXFndyNffGArdjUCI04NenZAsrXPs6b208oSennE2FSHfi0CBdlMRjmhoVAQOFTHELY1aarQmSJqu5GrhVP+frLOOzp4ZycNRS2Uhc13csW2UV4T5KK7sSYMLXP4cINlBqJ9MMD4e3AovCB5QFGRAkJRhXzrAKUc7dUKYVeN7E2H2kogrjtBV9GZ0LjAEvQMQVexuz9xzEICwHlhle6sZqwaP/GImm8wLtc/gGnI7vMjq//nkMcBVBAKTYpDKTjOOvRpp/LKC371EPvII8VQa0sXjqjDCKlUJIqXnH83r//iT/Ph537omMcY0lt0YUcOR1HL0c9CFgZVnjm+l9QGLAxqpDagX4bM92vEpmBfq0l7pUryoFBTBptyZpodtHIstGsUuUFXHJ1OQs1rJFijyPymPGoDVihqSsuaq7zIYdQRVG6ZDO2fvZWlR9Aq662e/TmwgZFimRK6pPGi1wAuNNhIU1UGoy3pmCGvKLqbIDs1w2WaoBtQe7Akr2l66xRFbW2Mhh2hSDozRFIo0WBSXnjUa01YDT898WXg2OM2c0Zoz5WEsn1y5LlPp7CcPPSCk+VzPJ448RX5JAo7SCX5OogrdEX4w8J/HCa13irtcv0Daxs1Dyl1gT5EpfXR8amXX8P9b7oSVUJvnSx2JneYfkm0mhMvwtiXj6LCCNz9ju18/i/XkpKh97LOHTq1TN2Z8ycHXkjqZAKYCVpePAiSJUdloSDslphc1OixEK0UIki0HJL1Q8pSEyQFejkU0aiqKB0PUQNBH7BSEBHBQ0lW4lY5EqMByJqa/pShP2nIGoa8boTGoaCoBhTVNeX1IexLWen8SifXjTrLOFn8V55hWXxOTrol5ZWXfI1nn7OTbDXmkeVx7lhYT1oYkqDAhZ6r24S8acnGHemkKPs7r5KfV2Wij1ZzgnYmXLRT1rpI/9yr8s+9Ki/Y8gAv23o3b77+R9A54g3+JFviHTOcw/Z60jF4VMLyaCjZwWMX4HLzQzjriL+2ExcoXvqK9x/1bW7+3e184c+uorNR05uNydbVRu+Pc1QWS7b8y9FREg/+56v4+gdkM9ifkvNnckeQSgK4+8ub+Iv9zwXEr1spsKmhWIlJDhiSBekEDCkBZsAIqYKB3YsT3N1ez75+g/ZK1ds5OYq6bLbTMd+VC8W7OWvoESzWhoqiov2iL/9PJwKvJO2LA7HofwyLZXlVkzcDz+FVHvaufPIhxbT5lbqMmSEVYcOAs9YfoFrJJIFOZSMXVXPsupTKTA89k2IDEQkLKjlnrT+AmUpJJ+Tchl35NxQJ660Hd/aRO1+VDQ+iZ+/h3rxKMVaKvd83A257HM4PR3yZc7hh5/ZRn+vgOXd4/IPn3Mv1D4Cz6Ht2HfM9PnrZf2fnG6/Cxk6QIQ2hSYQ9R9wqiVqWsU8eHfp5629t55bf3s5Xfm87ZeznEI+iskZROQAPfW0TfZdS1wk2kiTOaV+w9AK5YU86qjq11B5JqR5wxAtqJHCoBgZ6hjIZdqQiiorGBopkISdaLWQjOD5UlsugKEWocbyGSyJsNSJb1yCdqTCYSSin6tixKq4aUTYqlPVEdBa0xtYScYsYqqWXVjZvRuGsYlCEIypHOZNxyvgKl2+8C1UtSOY11Q0dZjcvsW7DClsay5zaXCGfzulPS6Jb1KAcKygSKcIOLfXKGClgWBEwLk9Z29B+rJ+Migjfte3rPP/zP8dSR+7lR4+PJyxOcOwCI8pQcWBh9NjBY/TgONLjbqLBKy98x1GPf9MfXcm/3/A2svGYbEyur0tChkKEYdcxeefRN6m37di+ZkXpN+Y4UJnmwfkp/n7P4VDm+TLhH/ZfxL/dcx61myuM3W2o3R+QLCrsSkQlzLFOs9iv0eonNJKUmbEOmyZWaI73aEx1ac622XTKIs1tK2SnpiNLyHRcjYTl0jEt+hkevm4DRVEzFFXheJeJIL2cVhSJuO6IA4/83cbau/PIWBqKNZqBuN8MJgVJN5hQFFUIWxrTx1vsSYHsFefcwfmb99CftQwmRfcj6AldR1mIW47GrpLmw5bK/RHx3pBkAWp7HZE+tLPedyl9l6Jn70HP3gNIUbeoIgXAkzDK9qEOFKPxqbQ0z3wefLn5IUByYZxFpQW2GnHF89591GPf9d+2EwyGhSyhrYY9i0kdUQu++O/nHfW1O1//Kzzwi1dy27UydjunVr0rmBtpGvTuHePhhUmawYBn1R8mKw2reYXlrMYgD9mzOiaIBCfXXGdgVgNa/QTrFFkWYAJLZxBjVyKh7oxBdxMUkwU2cZRetDMf8/NZBQJvRa5zRmO5jJTQgEO1lhtUpYCcV71zVITkwVWFjYZwB//TizaGStOsDFg6V7H43JzstAHfee6dXH7R7XQ3l6xuMxQJxMuSt6ST4HxTQejF0mhJxxmN+3jFIygU9Gc5hLb76NCz97DtX3+av9p3Kb0ZRXHh6UcfPN+Ob8c3KZ7+yASkUzEU1zt04T/6YnC5/oGRoFlniySlL/x+6QwHfbGDKhMz4kserNic1zRm4Kgs9HGhYfprfRYuqLDxXwJe8rdXE7aLERd7CP2zkcZkFl2ITZrOJWFFgRmUHNi+hef8yo9z/SW/z0PZVlQJ9T0yievcYWNNb9qIwEvfUFkqqe0TDNdK3VAsR5i+orbfq98nYvMUrQiywWQwmJQKbNCXxUIXjrwmC77JpPJcJGqUjDoj1IqopYhXhR/mjCSwOi3RqSAYht9BHCIU8VLO2L2apQsFLue0ozI+4PTpBV7YvJd1QYt6kHLj7i1kX5wkXoY7Lmpyymnz7G2MkS/HBDN9yv0VqRprMAOx2MMXMAZTEcqGLL26x9899/c4mGf+6KgsOLJN4wQnmbK4K0uxQ2u1UVrJ4v8YnZDL9Q9I9wHAaK8ZoXnmW+Zo7rREbREfLGpmpEJ+4/+VDsVgUlPGETqtE7RSVHdA9a55rrv3A1z6hh1Mfq1FOl3Bxpoi1r5iLgWeSt9DsLWitienvssxfr+hP2W4Z/5Mfui1jldN38YZUwvc1t1IuCuSzqYS0aMylq7n0EmksldjIxiomFtbm1GlQqXyeXWmKCoOlYiIUtQSyKQuPGWjdLhYkY4LfBckqR2KGplMEbVlLOtCCh8jyHkqwp4QjB5zCsygwHgv7EWr6JwKjZ2y8CvtOLW2zL3zM2QbLWFLE7QM5YTmnM37aKUJecVw4KKIZJ9h3d9UeGjLNsKqwBirByzxSoEziqxhsJHi+177Od677muHXd+ZjY+M/n/lnT+IqhZM3q2+eYiaE+y8ubKkWFwEpY89dg96bDjnAqgoZOm8Os/7/3aIvksgDhmDqWDk133z764hGmyIdPm7XhQ20YztzLj5h9/Ghb80R7Qq/Nxh51OVnt9fQhgIyiAd84reA0fUES2a/3Dn93PtGX8N1RKnNXHLUkaK6oFcCpuNgN564YfXdxWMPZBiTUJRkwJn2JUOklOCfChiKXY2H869c5B06INeIR3DJCbbNC6ONqwVlrMxM0JfZY0aTstn0LnFBiJsq7NSumJWCgmUDlWWop8QBTQ+WmPfi0PWLTmCviKdCXhoaYJ3b/1H/rT3fEmM2wndxSoomF9s8B1n3cPUbIt82pDdOk7UAn2/UMySBUFxhB2hmikLy+dWaW9R3P/y3wfgS2nOdcuX8qqJr/KCLQ+MrleRBTR35thO95unZP+NdI39a4+XAzxC2zhLb2sTaxSvPO/tAJQTVfrrY6KVYtRR//gn3zp6bT4WEyoldIfCMn7rAisXTfOi111DtCKb2/76kDJU0gCwssGIBg4bONIxTdSG4C6Du7fOntk65yy/nndc+K8jjYrSabLSENxTobrfUUaywRZkomGvnoZt0E0janFGPw9pRCml08zUO1wyuYt+GTETtfm3R87Da99SVDxU3Ciyumx0hsigvOo3YXXlkZTCL8+r0sXFF0GCgZOirJKCnvZc+s6WCtV9GeFqTu2RgM5m6So7JT9HhayKWGibFDqb4RMPnsX/d86XuH39LGkjxO2JyJuWaFkzZIua3BEvZYTtgKIqheOFCzR/uvVTj3mtX3zjz7Hu6wX2wWMXPJ/KKNvtQ8euH5uu5NDGg/4BdFUKfa4SsXi+6Klc8rNzkld6+p3xGltf+sM1NEMZyTyqSrn3k+WSZBk+/PYPcelP7iDsudHryliNcjVdQDCwnoaqCTuWsGNRhWP9TYbuwzX+fexsfvDUmymd5qaHt1CtpKwu1FHtAJPJ3Jo3JL+NWorOg2O0GnWBSGiHywxBX9PZ4rDjOc2pLq2VKjayZN1I6Ji+biT6SfjPCThBPdpwrdEmRS8RYxzq4QQ9J7Rfu9Y4swZ6WxpUd7ZQWUG8t8W5//ZGnnnmbsqL96OV47TmIl94ZCunjK8wtnmVXmuSvKbIxpwIoI8X6CIkbMvxGrtFH2zxmbI+xUtQ2yvnbzCh6T//6KJfwwIYwG1f28qYlabfYxvcfzu+HU9sPCXFBKXUTqCN7PYL59yzlVKTwF8CW4GdwA8655a/uR9Ec739C178fVf7zT0EvQLdL3CRQJh0Cd31hot/fo67fHL7otde4+FIomEA8NX/uZ3LX/AbIuBSWFG+B7ACd1TWSDJYWnRiSMdF6EVZhFsYadxnx/mXc07n9u5GcVlQirC7lohlDTXq0jltRvBD0wqw4RpkcDDpBZMOQkOuiSXhNRXkX+6V1pW1PhHym/fU825DSRpMpolahVhbFs53tofnUcnvWpIFG2nqj+Sk4xHBAKIVQ1bUuL0b8YnKM7BOo5Vw4Lo1ea94f8D8RJ1aPaUL5K2YqKtH0EiTyeagDCVRsaEibRqSuMOtg83Ml5JUfe9ptx5yiXf+/JvEAvTevRT50fl+T2n4JOB4Qhkz2pBdt++DfOdL3kORVFCl8u4XYmdnA1Em7k/Lc782J2P3kp+Zo6h6Qc38IN/yGxegtCSFxUYBNjGjRdQpQCvK2GDSknRcXhcvZQQVTbIEt+zexETUY1N1hT0TTVpUREDLiAuFeDAz0lowKaAgXAqwgcPGax1MZeVv8YIiWYSoZb2oooy7oqpJx6SQIFaRHtZdlQRimOy6AKxWZBFgRcxzqHNqDSjnhRpLsTSNVlKCXkHjxgpFBSqLFl1oBqVCK0ejOmC5qHkIvKXshNy1axYTlhSDAJISnRuC1DJxr6WzKcAMHPFKgXKOMhS3is4GxUsaa8rMB8oOs5v2MHOE6z1zfUz9rnlO0pHLiCp2vBs7j1q4bt8Huex7rhYedW6lEIkUDIqqpkzgwl+a48H/voboevFrrhFdjECR1zR5TfPc1++QMqKCwItoOuX1EQIRvwz7MjfmNdmsm4EbCdHu+vIp/Hr8PUyub9HdPYV5wBEWMhfaUFMkisGkWCrqIiFqlQSpo7pPYLVlVTY7RVURtaGxO0OnJUUtHFnlmdRi+gWuXiGbqlLG2uuWgB547Y1WKSgwL7ZXRkIrUlagwqaXY0Ovt6DUSC9BOYfV8v+Je/rYsEJel8S4utvwO6/6Mz7WfibOOIIB2H0R+URJdbJHfzXhawsbaXcTylwT+nMXtSCvyvgP+tajOeQcDyYVybNkrv2LzgQA/+viQ10V7vn+d3DZ91xNtPLN0ah5ssOMj48sAq+3f82LXneNoJaSgHyygg1kbcRrCJWJ4bLvuZobrnsLAC/+vquBiGgg84Czii/8+VW89BXvJ1wdYKOAeGm4DjNCW0lX13OpM79RrwmqplOt8vsTL+bHzvtHAJ4dlzy4d5pQeT0BpUbd3XTKEk31Ka2mtIpWP0Yp6A0iTpta5IzGPJvjRfZm4ywXVQ7cNUN1vyJeFc2loO+8VpFHmHmqURlKNzXsCUUoRMZu1lTD/RhRy6MNK0NaqJxTnct3wklTpflwRt4QWHte1QwmRTy0fsYKrcUazZ0hYdeRTmjSbsRyUWV2ssWu1gzhKiNhUVVKvlKZt15byRH0LN0NAcVph/POaxseOuT3//TIcwk/26B2807Kp9PYPcr8a+prHe2P3PpuLv75OaF5+TnRefFCGyqshkvfsIOvHGQL/fwfuXZUADIHvUXYcyN6oCo919+ITpegVjS6tOR14+2TBSkY9C3Vedj74DSfrp1JqEvKXNMjhkyjCq9LUCBF0lByWZUroeF4MYSgZdCZwm7rs3VmCYuitVyDnhnpgA31NXQmqBbjtV+skcezphT7dS7/TIYgFMOD0JOe6qvLNUqkTi1lLUZnBU4pTrlOc3uxmbFNq1SjnAdaUwzub/LAqQFnrJ/nXjUptpEeGdevavKGJehJkSvqyHlJFrW/vyDsSc6TNRXTY53DruvBRQSAh37qLWz97WuZvDMjuX/h5M0XTuI4mdwcTg7Z18cXTyXN4aXOuYucc8/2v/8K8HHn3JnAx/3v35zwCW3x4gt42ct/E4CgV2IG5QjCX1bMSGAoGLhDqABRuyBsFdg4oKgIAuGK570bm3ieqNGUSYCNZVNmE0NRMZRVeSxrBgwmNf1pg/VQbJRs9D+3egbLWZXBupK0qTBpOUowi4rYeRW1Neh/XhNFWO0X6cGMiGw5LagAnYPJPQ+s9Irc2Rq/XESMWLPVSwXeW1S8voJbU/pWhSz8NhDF5qIum8qhAJPzPN6iIt+nscsS9B3xEoSrGr0Q8al7zuKGO8/ixt1b6fZi8k0pvQ0OnUG6GgvETYFKNUFXBGyGYjoCTdN+Uykbxs3jUm/aV4zzxr/6Gc576xznvXUOgIt/bm50zezK6knHf3y8oaMIV5boyXF6r7yQF79GkDRhT75XUVGkY8YjEJTnth56DONRLmUSYGsx5ViFV170TuH3xoEUEirBqChkA+3dDkpMvyBrBqxuk81L0QgJ+5aoZSm6Efe3p4h1wXStS95cKzZZIwKiUUv+6dwXFQrpfsZLCjNQI5i5ssJ3DfoQeHeQYWdUOI3SgTIZ0jVN3SEiYjYUlM3QIgrWVOhx0gE3mfOuJm6UTDmtKKoBzYdL6nscWUPE+HRgaQYDalEmDiwFxPMa0wpQCzHOalxmMAvS0c3qmmi1oLa3JFmxmEFBXjOUsSboO8oKfL1/6uiafDUb51Wf/kWe8fe/BsAz3zzHM988x5de9V4mb1nC7dn/TRlPT1gcx3017I7pSkL2MoFpR8sZ0WpGmRjx9PYdLjkmh62oZmDFBcd5rnYhnf2iIgVQVXLQmBOIqvX1MmUhnZBCa5lI0jvsYj7cGmeq2iWdLUT00wvfuVCNCrQ2hN46zWDSoAtIli21/aIfYgaysSqqmjLUI+54GQvqS6eC6LKVUHRHAFXIHFwmGhspX6Bdm4eDgZPCbSaFCBsadN9vbpyIqaqyHM25w8ebO3Nvjyebyi/2TudrrVPQPsmOlxS6rzljeoGkmbK4v0l+oELZCyXZzqG+pyRekQL00Ap42JkrYzhjchGARGX8z/tfxjPfMscz3yJz7XP+4w6e8x93ABDsXTme0XPSxxA2bs49g1eeL2iEZCGlf0qdvCboxawZiGaGEgFjETH2rzdSCHVJINoYScQVz/91gk6OKgTxF61mxIsD4vkeJpWC/RC9GK9aBpOadExhBjLmwhXNcrc6eo9YhUxNdCgTsbF1geeSB+AaBXFU0E0jeisV+rsadPfU6bdjVtIKqQ3QyrF7MMHn9p1G435FfY+T3MHDw0GKrkEqNrY4mXPzhqejTUA6psgraoQiC7zQnfDT5Z4NBm4kcFpGirISiNCzdVQPHHTDP2eV177si3z/tlsZn+mIGOr+AfESqFbAgbRBLcwIGhmDGSe5wqr8HJ67ohpgjWyE87qiUjtUVPP0f/9JznzfHGe+z+cLPz/H714itop2YemkcXI40QjOOZOy00FVK7iztvCKZ78LgLBrMZmgvMzAjtbVoWXio8N5+p8ZWHDSTIMhqsoXvXLR/4paco1V6QtFnmY7dNKRewNMW/O1XZsYFCE2Dch7IZTKC4D6MZTJnJM3HKpQmFVDNB8QrBhwUDQs1WpKWgaUViZB05e8cbgWjDSXhrTbRJouQxHlzNMo8dQHNKOxKu5LlrAv5yns2pFmWVkLsEmIDQ3VvQPGbzOs7mlSlJr51TplYtkwucrzJx8knyoIBlDd74txA41OBdFmA1lXlBMEbdQRJxgzsARdyf3Hk0OLYP/cq/Kcj7yNrX8k9NZnvHOOZ7xzjp1vvIrk4RXc0soTP5i+Hd+Ox4iTiebwvcB3+P//MfAp4BhqhicW19u/HkHAyqpBZ5ZkXpKFIcqgaETktaPz6023QGy/pLKos9JXNPVIIV5ndgSjtoGoIBeBgYohr6mRlR2IqJzJLMmi4+HOBLk1TG1bZrU7xeQdaxOyOijBLirQn9IC0TKCfsinCqwD0zHCU/eCZTiZtESV2406xtYoTO6gXFOw1aUUFEA4tDqHsQdKgr6lqBh0qdFpKRs6EOi7s76bLLA2gT4awk6JyYdFEzCpolyIcYklW2igc0XskRJF3RHOh36D4IUbJ5x0/FblOS7UBD2pmmRNxfKLBpStMf4ofz7WifLtcDP63B/fQZLKyYrv3kPxGFZ0J3X44tdQYbzYuw+nt2AGlnwskg7PQSF0FagsHZ4MRS17SKKrrMVWQnQ3xYWG1pmiqVB7ZHhPaCl2gSBZPO3ns3/3Jl74/dcQtUrCQhEcCNk70WRjtcUZ9QXuTE7FhsZbOUp1P2uqUeczGIiwHgzFCaWgMLwvzMCr0RvWEh4vTlTGAp3UpXQJXOjRGCFor0KvCymaAVgvnqRKS7xS4rxLBL4opby+QlETFXKnIFksSMcNTiuCwNIqEvLSUNZFzKv2MNT2Qn9GUa5UiEoR/QIp6vRnIqE15Y68EVIexBVOpxwvqt3NH7U2YlHsySbYuTg5uiaHJHQP7cH2vonepk9CXG//esTfLdttlIOXvfw3xXXD2886rShDPUr+jhRBN/eQW0e0UlImAd2NkU9cGdmQibqpbFZsAGlTXGLcQavd0C43XoKV1RrT1S5Tp6zQn54mXi6k2zawhF0tiLDqEDEjooq6cFT3F+S1RCwSu9K5SicD4lW/yQdPUTOYgfMc5JIyNlLsC7UUNZAxntck0dUFVA+UhC0pHqjCotyQ0uA3rKVsRF1ocIFHKZSOYFAStQ3OaIqq47p959LNYtH5ACbvKjGp4fbpDbhS4QqNtqA7hqwhawQO4rbYqg4VzrOGKOxvfNkuXj1zK7dlfT65eindNKKoCFT40jfsIPBzbvKJ23jsEtPJHwfnCy4KQGuquw69HweThqDvyKtQ3X/4txYbOkXejGRTlpbYQKPz0rt5HNrTMQMrIslGEfRL0ok1BNlQrC1ZhO59Y9x60YCLIqmiTte6zNcmwZlRQSlegd5SSDeM0YFFtQMq+wT5kw80e8w4pdVsjFfZ128wv9BgzELUtvSnjG9IuJHV3Sh3iPUaBUJJgyNvDF0ghoKdjChHxm82Td/Kel9do6gBlKEmWcgxA0NvneHHzvwyvzR5G7+3cjarK1UaTUU6FTO2s6SzVfOlXZvJ0wCbGnTs6J+Zk42FBH1Zb8qqCEjLwR39GXjPM/+ZvkupKHEYsakhW5cTHQh50euuoe6LiKf8zUOCSngaNx+ut38t+jVAcWAeTtsIwNTXZeymUx6i5+07lXUcqSk7FCJ02iOlSie1SyVzdtqUF1XnS8zAEuViQW1DaUaIE9NBB/SuTMliQLcZ0m+GkPvPYBw2cpiBQpUKtAOrKBslaiCohcoBQeZm4w49UHQ7Mc2KCHJWGgP6fV85cIysmp1hJEqbTsBQUHYIPLHGMzgLGcva0zpM5qT5Egh112k1KpBIE05s1VVWMnXHgHQiYTAbYozFTKXsX23wzK27qE71qMzXMJmjn8rcjxILWVUKcrO7LhAtqt4aCqK/LqS3wVEPJCGwWP7X8mnc3VvP4kodk8jaGa0cdH5XWrineb7w7Xh6xlNVTHDAx5RSDvjfzrnfA9Y75/YCOOf2KqXWHemFSqmfBX4WIKF6pKccMw7mmUX/ehPF5c8WESsLJrd87KZ38rKX/6bXBnB85u/fdMjrL/65OeozsVRyOwVBr0B5+KKykRd2ExXYG/5VYI4vvUIqiEVFjxLeYbX/8391FS/8/mtwRlHbk/HgracQb21z1sw8lWflDL64jsq8QGcbuzW9GU1vg3QdijpUDkjRYNiV1QNN0FU0H5KJJm36TVbuK8+eMz6EG+ZVD/XOZRJ1TpLw6rwTaK+nFwxFoIbKvkNhHX9RvLK+TILxarFWjHGOoA/VfZ6Tlit6s4ay6kj2QmOXpYwVg3GFySHsOHHLiBVZXZPXRYQy7FqCjhRxVGFJJwJYiTCTXfZ/biPphkJcLIDJuwui5Yzwgf28cvJnUGFwUiQGJzx2j/HZh4WBWz4oNIZn/ae5kR3SF/7sUCXy5/3YtcS50FGKRuhVuGWTnU9WR/7IQd+NLCe/41UfkBcbxWDcyDp9UO5bVDVht2T2iyULvTEeqPU5rblIdX0Hu28Mncq4GwowDWGyg6m1DnTUguoBQdlkzeEXk2LC0ErRxmvQXykWKKxxlHUz2nwqL/AoyZFPGBLpcgQDGUNOQ5HokYOJzhwOj3gZOkTEevSarCGfs1+GjCd99uWKaBnG7x+gCsvYfYrehhiTyrg1vtAW9GXTqAtLOh6OOuFOK2xY8g8rl9AqEm7ct5XxpE9vqTK6fo19JclixivPfzvuJPE6/0bm3aPx0oeFhBv++c28/KXvw0YC9/zMn7/5kOe96HXXUNk7oPRIqGipj+rnFPWG5+nKZh/EnebGP72K5/74jtHry8QXmLw+7y2/vZ2Lf144w9V5h76pQuuVCf00pPfcjPoegxkowlYmSd2M0LWcgu56hbKG5sOljJGed5vw/OGhkJfJxHnHaUVRD1ClpawE9NaFokqfrM27QepIJwKCgczNwcCJteBQ6FYpTNeLDIeAMdhqhO5lft4VdJgNte8SynHLdRml0yRhTjFRwJ6QsFMwfp+jspDQXa+8VsWQFiLnb6g9MbLJ9E4pJoMH907zidoz+J3ly+hlIe1dTao5fP0D23npFe8nbKWYRxax1j2mveKTEU9kvmBvuQN9yTPlF6P49D/KOL3kZ+dYOk8xebvjkx87tP/xotddI9bGFc1g3AiXf1k0NEw7wwUBRUM2t0OdhSFa0hlFOh6uoXV8FBWZ25r3Kd5w20/w/nP/lssrBS+fuYuHN00Q3DpGvCJrqNNQ2a/o1kPMeAqTGWkWE3bEqaEoFQurNe4eX8/eVhNXiJZNXtUjC+ahwK0NIQ998aDqdZX0EIYuUHLZhElxLRh4+LyRQpoNFAaPysksZV3sU1VuUR5BMCxGbYvn6bmCj80/A9sPqCw4wk5B0MlZf2OV/lQdF0juM5iGrBdJkboH9UcKzKAU1KiV4mO2OeXv5i/hL2zAYr/KC2ceIJqX+WTLR/qYVopu93jVhjfi8m/dORek6TUcu0P0Zty23Pinh+YLz/3xHRjvhoDTWOtA6VHhoUhE48Okjk//05u57Ls+MHptmUhTSReC0Pr8X17Fi7/vaspQHpu4u8QMApaShiASAKxCFWqEiBlSa8pU48ZyWA1xShH0IJ1x2IpFH0iYj0u0cqT9ULQSkFygSKQppYuhuw0449CZiHWGHUXQHdIfvMtDpEZ6YkM0LsGwoAtDpxEbGXR/jUyg05KoBf0swBhL2Yoo45KbuqdTFIaoVQrK2Ch0qQ+hiIzfW2AjTW/GELWtv78M6bjCzg4YlLJNuzMf8LePXMRyt0q5LMWgC39xjsbukuruHlc8590Y/S2hqf+UhENhUY/9xCchTpbP8XjiqRp5L3TOXQy8CnijUuolx/tC59zvOeee7Zx7dsg37mH9yY8eDn4YWu195h/efNjf0NDaHLC69VF1GGspI01/5vD6zCc/9st8+p/eTNrU5BVRQrbhGgQX1igC677sKO5u8tUHTmHP/DidUwx5M8SFmnipIF4R+OEIOqbExxYHuq8JVzVhyx9zyL+NhbM+8l9OlKc9CNfNZE4S3HhNxE5ZR2XBkizLrKeGdnzOjZAWyjrKSFNWDCjluZR2JPznvMK+DUSpWefCoWw+ANVHlBeKks1edd5SPVCKu0TqiFuW2oGS8fsLKoulT2a0h6QburMKm1h+eOtXyCYswVKAGUjhIV5ICXcve+X0Ats9OSq1T+TY/ezfvmlUrFLl4YnPrb+1/bDHdCHFpbS5dtvbQKGygs6pCYNJGbsHJxWfuu4t3PBvb6G9KSAdV6TjauSLPBQlLSNN2CkZe9DxyN5JvrL3FDaMtcjO7JM3ZLw5JQlm1LF+0ySbPJNJYjq0/gr6UhAIel4YySeyTkNeF1qQzh06l2Q5r0lCMyxW6MKJ4OGqFA6C1HnBPevRQnLP2MCjFazziYMl6MvmVueCdigqmtYWRZ4bWnmFSJc079GMP1B4lIQi6OY0dvaoHEgpKpqiYrCxJq8HZGMBnU0xWUOPNmVhz9K43/BgdxqtHKEu2blrhnAhZPyrIVHbES/nmFYKe+dlQ3YSFMKeyLH7yY/+Mp/4+K+Ibkcm5/xgwbpHR9CzuECxetqhjjllYiiqinQcMk8NHoqNfvFPruSWD4oq/rBA5YJD0Qkgc1JlybH3oSmKwkDX0NpihGNdCzGDkrDjRnPXcA4FKTJY72KT1bXnDluvC+JtS2MF1lEmAelYMFIJt5FXp69Ksj4sIlQWBT0z9DgHBJFQlJB6pIJ3YnGBRmWFeLkrQdaIaLCSImw9o5PGWKcwXUPtgMP0CkxqqcwXTNxXMv31gsYjBZV5EfQNejJGg77z6Ak1co4oY4XeVWFhUMM6EUWLlzRhB573/+0g3t/BrPZx3Z5oJXyLjVuAj37pvw0PPHrsK78nc+0XP3zlYc8vKrJWHkzZsaGSzUl2ZGbzJz7+K3zqI79MOmbImpqsJiiAogJf/pC8h41kbuzcMcHb7noNAM+t3M85MwfEKSaQNTzoiwq/7hmUcoyN9yincnF0ih0MDMUgYGdrcsQ5d0oE6pySAkAZ+UJCDTqnOLqbHP1ZcVtCrSGJwrb8i9rS0Y1a5QjFAxxkCykwbpM5yopY75lUhEbLSNHeCvcMZvnL1tnc+dAGKrsDanszwpUUG2qq+zMm705Z/8UOMze3OOUTHTb/e8rMLTlTt2fEB7reXUqEr7NGQO3OmBvv38ZU1GXn7hn+4o5nU98F01+1UkhYbkG7g221sa3Ot9zYvf7zv8r1n/9VQIoJj45HNx5gSCEUeP/oM2mvseDzR4Av/4GMyRv+7S184vpf4ZMf++WRC0mRKNqb5P0Ozqd14WjstkS7I1xkISkJpwbY2HrNDz/P+jwXq9CpEqcJh9AE2oZoVVHurJHvrKMWI4KWIF6cEi0bZQUxOLIPHUgBQZdrFGARZ5QmhcnWHEaC1K3lVgfdvyoTXTWMEm21SkDejOivhyI3BEa+j8s1f/6l5xB8rUbQzdGZuL9V5gvipcLTTdyoMRd1JHceTK4Jv9uB4e4D0led0ZbYFHQP1IiWDON3GCqLjmQhRXdTzPwKeKeab8e348mOpwSZ4Jzb438eUEr9PfAcYL9SaoNHJWwADnzTP4jSvLL5k5gN67HNCkUt5OXf8V50ZqloxeUveg/Xf/bth72sDGUS+vgn38pLXn010f62dIpyEbXprQ/40v85PLH4yu9v5+KfmxONgoOgX8NN2ctf9j5qj6QkSwH7L43pbclZ930P8/DSBMUDddbdLJtsZQ1lBMX6jHzSoHsaM5DJNloVuOGBZ3m/5kI2ZlFHHBlw0m0wuSPsCNTAhn6C9hMbTpLbYXEsXrV+Eye85qJuKGJN0ClxoYLcobJSklwC4iUPywoNZmCp7rdiJ+Zh3iaz6FKPuM46d6NktYgF8mZSR9h35FXhijoNalPEulsHqNIy+/ku629S/PH9V6BnHJdedic3fvls4kVNe0uNzddBUBQorbDLq0/0yHnK43LzQwSz66jEMcXGCV76ivdTxpr1969gazFXPOfdfOymdx7ymoXzZYGavNNywz+/mef/6LVU5nNBllhHd/bYtcV0QjY+5UF5zWf+4c1c9t0fAAW1vRmTn4/pz0TsutDw4jPu5wWX3MfnV8/ghtvPZvwrIdV5R7RaMFkEdDZq0gkpcoVtSLrCRR9C1ItEUSaK3mwgImSpbNbCTsHq6YkUxHLR26jtLQk7mupCSW9GoIRRy0rh7SBYInjdCI+wsGYoymfJxgStEa0WXgckYt2tkD5Y4a6NZ1ImsOXzq6QzVXrrY6/bIBvc/qQmnVA4JRBjtBTQhuiKiTu1oCPaJdUDObfMnklRt3z4Vb/LZ7ecxc0rW7h/ZYr9+5tU/1xLmTc7OTZkT3S8ovbj6GoVPTNJMVHlZS//TUxaEnna2KPjU9e9hef+uKiHf/Jjv8xz/uMOorYlr2rCjhQk++vh61cfXkADRnozBxf7h04RQzeJ6S8asmadcpNj9ZIUnGJhNSA5EDF+v4UO9KcUZVUQDqtbjIh5KtGhibuOvC4WYLoAM7QtNZKUF6GMs8piOaKrOS8w5rQauVSYdIgEsGtd21ysJF1UQfVzXCwdXbQGVxIu93GBJl4oySYT4paIQfY/2qCMYbkCW27J0FlJ3oxGFmfKW5sVNS3+5B6t05sxo41AGSrilmwodGrZcKNm/71bWXhJxudfdy1fStex/cYfZLXUNB6IMYVF1WuoXu+b5+LwFIUyhiuiH8VMTWA3TnPZd31gJDB36krBy67/zVEj4uA4cEnAuq8U3PTHV3LJz8wRL8t1KJOA1laZP4YbsoPjix++kuf8xA7y+qHUn6/+Dxm75181R2Wfor8yzTnd1/OeZ/0D/3fbdfzGD+zjvu46vnTjWTQfUNT3lIQ9zYKq0jyvhZuG9vKE3A9W4XLN7oemMR2DM468iVBdfPFMNGiks4v2VIuexmTQeEig2mIRKXlNvFJiUtEDMQOLLmUcGa8BIbbYJfFiSVmRFDRop0CMGZRs+AJ87MsvYelczeR+aDyUY/ryXIGay9jtbax4S2DfwfZifelEk6yuiDqO2u4+ziimioh4OaF2XsoDr/gDAN53/lmcEi3x3258Nds+XCX+0r3Y/uEijU/b8A4PKM0rkh9DnbkVxqqUieYFP3QtALXUUsby+8H25cCoCPTpf5IiwAt+6FpBJSol7gxO6DBHCxuKA4g9qAb82b97Ey959dVCnXSOqa9b8vsDVs9QuNMLktkezMKgFVO7S9AmNtKkFYWNnehyNMH0xR2qjAVhoEppmoUdyc2t10gYe0CQW71ZhY0cYUuERcEjeiMZ26qEyoLknTaQIlqRaIz2Wj1pjspLoZYZhS5zbC1G9zLS2Tplopm83WLvTlg9vUIYCWp4/U090klFe1t1NLdnDaHODQtx4ngmorfZBJSJY+IOKcqNfy3EmpAd527jyokHuf4Z/wLPgE8NFH+28Hw+/oXzad5XovICBil2tf0tIXr77Xj6xZNeTFBK1QDtnGv7/18BvBv4J+AngN/0P//xyfg8LstEYVmJCrNsqu1o4/HouPl3tvPST6xNuqp0DE4dJ/DWlCY9dlXw5v995IQX4OOfeCvfedl7Mf2CmVsV5R2aPWduxihQEXRnFZUFWbzLqiVqZLiaIo8iWAkIOwqTSgfB+equ8MElmc7qnqfrOWJlokYw7sYu6ZLIJLdWSDCpLP5CKhMEhXAnpfBgcu8CYRSuBD3IcYEGKx1eVQiHzvRybGRob6mIf28sCtBi1aMIvV1lOi7+wPGiTxBiNeKQFxXImmKrqWOBSq6/KaWsGr4wfTrrzlgkeUbOw3evJ5uIMKs1lNGo1dbTUh31kBgmBsNwFruyih4fA+sIOjlOhSKqWD36bV3UHQculYsbdi1F1YBNiNpWKAFHiYNt+h4dN/zrW3jh91+DLqG+tyBZ1rS7dT6z6zw+1Tyb737W13jpM+/ki/dfQNBXBH3t6RSe17vqRkKgw6S5jOR6D3mMTiuC1BJ0C/Ja4B1NoNqWApsZlOjCIxcKRpu6oRq0DfyiHQjv0Xk44NDKbUjVGULLbaDQqSRMSe6o7RVkQ9GIxXe6Lu8jlliinVDUIB+zqFwSF5dY1EATtqXQUPR99yPVxItSKHn7/a/hU+f9I0zex1eyjA/OvJR7xp6J01WSB4PDr/u3QLgsw1USb2kowpRlrIlWMmxydK2aX/5vHwau9NaRWpTtF0qi9pGLEMO4+51HH7s3/t8recEPXUvUcp6Go8gWYhGXq0M2Jg4yykmnS6z25LWmL12vqONIm74olbpRYiuOKgKXlbBeh0O0S6JWQZloOX45tBAWNADWieCiRooG1uK0luGglC/cInNtXgp6QWuixT7RghRnKwdCrzUiFAgbii2pU4yKxjZQdE6R4rTO5Z7M64zgws5AkQ3RP6KbEPYcjVtjfvns7+IPt3yK73nZH3Fb1ufnr/slarsVoXMwr1FB+K2V2CotTjpxJPoJSGFSurVHvkdv/L9X8t2f/q/wUvndBdCfCajMF5RVw2OhWW/648OLDMO47drtnPurAlPXX6/zTvNqPr/tTuom5XnjD3De5Xv449ufi/n3qlDNUsXDu6cFHWAcQUdjUwNIEcEF4MYK+lUFNvTOQHioOiOqo+krEUK0EAygP63Ehm8keCf0mWFX1/QtNjAjSpK2Q4y3EnHSQOOsIVgZYKsh0aqgfqZutyQLGUE7xUYBZTWUY3u6W1aXOSAdZ6QdlddlHMfLkFso6iGqEP2TZNlyx+osD0+32Rw0eOuUKOKvXPrv/PHnv5t1N39rQcSVVoDBWYeKY1RaoEo7mmsAwq6gPo8WL3vvZ3nX1z/Lu575j0SrBf2ZEKfcY4KwP/9XhyMdhvHpf3rzyJrSZCL4PX2bo71UI2+CPadLY7JHEUaiR9OGshJgBrLG4uQ+KiuWoKsFWWAYoWd06tf7vhQVnFFeKFcKCfGK5DqqVKRjMq+b/hqKV5V4mqXknk6BC42gzQLAj2s1yMBCvLdN7OdjVTrG7vUi4rmld0qVdMxTND3SJx2X93CBd5Vo+M8f4BsbStx3ek6EhBP4lz3n86PN25g1AsH7jsTxHad8nlddME72zxuE8tbV31rz7ZMc1nHyuDmcJJ/j8cRTMXuuBz6rlPoqcBPwr865jyBFhMuVUvcCl/vfv6mhkxg9PoZtJNhKQFmRxHYIBztaPHjfLA/euZGz3jPnVeABD50eTGq66zXnv2nuG/hgCp1Zgp5l4u6S5sOO6l7PB1cQdEBZRRLlRFFB1EgpGyXZhCWveS6jwlMYkMlXi31ZXhOrJ5OJVdqQp57XNFlD05/R9KcUlfmCIpaqf5mIKrkqD+LPplJwKb1AX1EPKRqRLPiBwYVaEthYFKyd1jijCfpr9m2i0yCieUN3hqIGZSyK99mYGkHWwHcdxg3ZmPH2kJp4bwszKDELIYsrdVb7CRO3G+KlVIStggCMGYkYPm3jURtKFYSoOIZaFbRsyszg2J3Ae351O+N3Kk79eMll33P1iCZTVs0Iurh0Ppz233cc8ziPFcHA0txlWfcVWPe5gH/76gXsbE+SjQm/POiXIjZXZSS4mY5Df8ZzFr2ytA0YeUEDssHKrRSuzJADqVDeTUTnQ82OkrDnPLpGYVKBjoedApWvwRiN/790iqU4pVO/8YqMV7kWUTunFXk9oLspZjAlloFFLI4B/Wk1uudAVKhVqaD0nHctqI7+OhFNzRoCDdepIjZrUOc70o187qHTRh1iNT4mm5en+9h9VOhGA9WoU0xUKRPZ4A675UeLL/7JlWy/4Uc4/ZodvmuOLz7JeEkn4Yyrd3DG1Sc2dgWWbYlbjsoBR3Wvo3IAgt6aI8oQZeKUzMVR2z/uu1s6F1HGYUF5COseWpoOkWtZQ9HebHxiLh28/rQhXuiLYrpSAtMeZFJQ8JsvneZgjBQShvBbrWFY+LYWleaorEDlJUErRWXliBLh/GZu6IahHKTjGqvXElnl7fWG94jOPSUoYORsUUaKsAtfeGgr/3359NE5DLvWq/OHqDAYWdg+XUMFh7q1qzBARSF2oklZCSgTsSf97N++6ShHkLj97lO5+wvbeOZb5rDG2zErsdBzWtE5RXH6jhOfc/O60B7y+xr8w2cv5cNffj5/+fAlbIkXOGN2XuDXFUW0qjALIQw0QUsTL3mHnVVxz8GCyxU6KUlnrNDPqhyy2VSFFA7CruQXgwmZA0d2vIZRZ9cMLCa3BL2Cod6Szq2gbbw+jS4EfSMWkRbTSQlWB1T3Dqjv7AhiQSkG62J660OKis83Knq0eRx2qIvKWjF6iJYYTAYMpkJsLDSkux/awL35+CHnb+6my2k8lMt6+i0aamIMO1alqIagBSViRkXOI8en/+nN/NFnXszf/Ml3yNiNtLd39sXVUNFdZ3j2T5342M2aUhCyRnS6mg86uK9Grx+NEJAu8OPTybwbtsCGDmccNvBUGwUu8Gu7HqIRh3OaE3RuWygNuhCEmDhQrBUShhoNuhB6UNi1IxFnpzU2CXBxCIGWIq7WEBqcMbhhngkEy13RO5lJGExI4ySvy78hJVNEbX3hFkYFkmGk44rBhCbwFu07H5nm/vxw3Yy7H5qV/DwOoVp5StFgSqkrPKocpdSZSqnXKqUev1DNt+NpGU96luqce8A5d6H/d55z7j3+8UXn3Mudc2f6n0tP9Htfb/8aZYxsxB6VKIDAmcJOwXe+5D3gHP9+w9uOeJxgOSDoKSbu1hGnYwABAABJREFUcp77JxvrvGGEB1s7FAr+eGL4nqXnXgPeBs1JwlpKJzdsKQZpSBx6UcJcqpk2YgQrM6lMnqpELPK8wq3xooq4NRXm7qwmHdek49Cb9Yr5vbVqa9AtMb18TQch9AlvIeqzKpdzUNRCsmZINhbRPSUhnYxE1TfU9GYj8posSENByKjliJflsxyrGHfr/9o+8pC2gfKJMdhaLIJOqaLoBrRbFZoP5pSxiJTZZgVdr/kq/dMzrrd/Pfq/jhN0nBz2nGwsIBsP6W6u8vFPvW0koPjoUJaRSJwNFEVVqubZmPe4DxwuePw4js/9zZtGYqXWqBHXMmpZggMhjyyPjxT1S4+OGUxBNg6rZyg6ZxX0Ty3oTyv6Ux41gIxd7TsFI52CTkHQlw7EYFKRTgb0p0PScUM6plG5JANFRVAI0WpBcsDDVxUj/uNQK2H4uzNSOMsbhmwsYCiYWEaa/nRAb30gMEufZJexFORstLb5enQ8+F+uoqxabLDGkReqDyQLisVebfTc+wbrKR+u+U0GlOuaUvAMTybTnccXwzkXBCZ+8FgeRtCTDiRa8fFPHF07QfcM1T1qBG12aq2jMyyMnUhB/2B4rzgiSLHVpF4ILEAs+YZdKu2T2o5QxNIxj9rSimglI1nOxf4sl3ktr8tcLmsFvpALK2coBhNybnrrFIOZinRRh5DuOBRdhHaPspFgq5EvCggNxoUGG4fYJMLFIWWzQj5TJ5+uy/OMIh+PSacSBpOhaDbUNFldkzUNvWlDGUph4EjxtR3bR0n5yFItWUOmaePYGK4A8Kne2aM53CUBanJchG+fxjHq8il9xIJed4MhHVNcsH2O+WdVjjrnmpYZrbvKQthzsn4ZNSqKnaj1xR2/IaibMnEjJyPVNRxYarA/H+PcsX1kTRhMwNBuL1wKZFwbMF5OKGyL25LuGVypsYn1qEE/3jNGwp7KiUZJ1oSVc0v66xxZXQpqssFXvuBWYAPRjxnOj6p0mM6AYKWHTgv5lxWgFN1tTWxF8jJlwcYBgw01BrNVsqYRFf+mpjsr8/zROup3vGe7WGOG0Fuv6WzSFIncD41bI8yj/JKDvRFFVUOzjhkbO7ELcRLFaI5VGl2tYuq1w55jDVA62qdGfO5v3jSi2j464nlD2IHaPsdgwoxscgFMajFed+Dxxld+bztf+kNB3WRjXvsolIJBtAJFN6SsOMqIkd5X0PVaSgNQpS/YKxmHI8SCXwOGTiJ40cSwJ5o3odfwGN6HYdcRdtb0mbTX+gg7pSCUfQ4wyj+sHc25+USFbKpKur5Kb0vdO+toemdMsnxOldZWEU8dFmmHn6X0lq1HirvfsZ18zNKfkQbEUEiageGTnXMPf0E7JGsa0ukKxfqxp7rxcDWwpJQaBz4CvAL4q6fyAz2ecCisO3n+Pd3i6b3aP47QUcQrkh8DpUfVu49lf3bIcy77nqtRPbHyOlYIpE5RxgLPHsL5sroaJbM2hHPeNcdd7zo6xPZo8fFPvJUXv0a8fDsbDZVFscYr6tBDkSw5ao/A0uaIQVBS5gbT1ehC3j/o+0W9IUlvsuArr5EUF0zqvMBiSV43DKblua4niY1yAvGKWyVZw4wEFXXuxZlqmqhjwdu0OaWwlUA4wh4qJtBySZic0aRjwcj2TBUw3MFZo2AojOaODUkGmYT704p4xX/Oiiil28iRTAzId9dYPlvT2CVdo2DgaJYOlpYPnWifRtDxQxTFU7G4fPSm7NKf3EHUObK90zDOv3IOXfGWeaEaVRJtoNCZ+D8HbU2+IWPrH72fnf/x8Tuzfvof38yLXnvNyFtdO+GU93shwYYe+WKNlbNCyhCyaVHEp1qiwxKbCg+9dDAwmnjZ+1gPO/6lQxUlYXtAZT4k6Gs6GxXdWY1JZYzHK1J4s6F0zNJxTbxi0HkAzo0W9CEfdDAZjjQjhkUFGbeM7u3BTEj7VOncaV/4H/LwC5+n6UKQH0eLMna4yKEWtcCJ/Wt6gzVCqXWKcjKnc0pEbW9A0C8xtarMV09DusP19q9Hc64yjObdjyz9/iHPe/lL34ceHDsj3frb12IyNUKqqNL/LIZJocAAsqkT68wMC2HP/5FrvTitnyv7IkannFAa0rG1zn06rsjG/AaxJdoyyopAbbKYS0c09E4irRxdOGp7M8rE4HRA1hR6TNQWgdyiZjC5RybgKJoxppejggDdk/Pj/NrkjCEfjykrejSmlR/3ZmAJlKKsRbRPDeVeP8gOdkjxKRKfqAJ3vPfoY1cKYJKQB8OOny9Oz5gWj5Rtdg6mWT0toHrAyn06PYYepNDtPe3G7dHio90/OeT3c982521tj/06k/pu5EGuSeA31pms0dm4Y9v/upYH/8vR4eFHi3t/ZTun79iBjfxxLZS9gG3xAc6I9/FPmy+gSCujwkDgXZLTSUEYDOc9VQhaquwZKeR6NMGwCaEKMEiOoAvRKGie0qK1VKNcjgShWUJ3gyJrGEwqXXChQDhM4fOmRkKw3GNIN7PVcGRBXCYBYT8nnYrorgvkfh8iZZSgegpfS4/aR9dJGYYqZY62oXyPsAsrZRVYq6BNX3SAfWaGvD7D1BfBWEvZbj/u63CyxDBfUFqhIllfrtt5KFL2ZS//Ta9bcPTjnH7NDiod5RsQa4+rQsS6dSl/608rLvylOb763x9/rnvz72zn/CvnsHUZU/EKRB1p2BVjJVk/AC0FBp0zogUFPQCNDR3FREGwFBB0hT5gMrneQU/QBsNrbwNFMJC5qLMpACsii1HbrQk9mzVtpbyuRzoHKIUNDS4MyevBaM4Fb5/r0Y2tcybordejOUEVa42GYXFuOGfc9WvHmHMbJbaiCHpajpFq9mVNclcQqrWLccVzv8bHBxdSeySkshAwfkv8VOp+WOdcqpR6HfBXzrm3KqVueao+zLfjyY1vLfzsUUIFITbLcGUpE+xR4JfxfF+42+qxq0LRsudzh+Ip3zk1wRkRgImXGTkqnPOuE6M7fObv1zq9eU2EC7Omo78Ovyl3TN4YwZfHUA9XCP1EamOZrPKGJTslk0m176jvKWk+VNLYXWByR1HR9NbLeYgX/QJRFf/q4Xfrrg/IatIlHUwaerMJNtYkK34T6AW8sqahty6gqOoR9NMZgb3iHCtnxnRnzcgO8+BIx9f+P7Q3PFp89X9sH6lYD+3QWtsqzF9cpUwcg5UEO1bQOsNy4BJDa6ti+SxN6+wxVBQJKsWYpxdK4TgrzVlTsbpVU1SP/d2ko65G19Up6E0L1DwYOJJFqN4bUbk/OuZxjhWf/TsZt05LshG1QS9ExHFBek4fqyVhMB2NauSAo+wH0DNgpWuSNaG6v6D5cMbY/X3G7uthjaJoSEfAaUXQczR2OcrQw7RLqD+SUtQMRbxGoRhMBgymI4pq4Dd7irBTogpHf8bQnxbqQZmoEXLGDOQeSScC2qd4usJB04YNOURYatghPFI88F9lg+AU9DY4Vs9yrL6wT/fiPu+/6O8A+IdujcW8xmXn3sP6Vz/M/LM06WQEE2OCrHmaQcZNvc4V0Y+O5lyUPiIaDEBnJTZ+7Lq2KmUjFKSOqCNihXldxMAq8476Lkj2mxOecwG+8OdXgZI5VzlHkIowVjquiNqOsZ2WyoKjsiCWt0NtD+Ug7JTMP6suG/hIU903oLYnI+iWoBXZWEh3NqJINMmSpblTBELLSKCsnU2azsaI1dNCVs4UZFfvlBrlVB2XBNiqWJ/pXkY6k9BfF1IkAvkejIsQji4hbOfYSCg5Q5HHoTYOSEEk9Q3Ym//39mPq+Nz8O8POt6ciTSn60wLZzXohV339B/iuubfwr//yXFYvTtn3XRkHLorZ/7wxmBz3F+5pnmYcpRjijNgS2seYKq1ZoxzqwnlkjZYx03VU9zkq+zVB98TP0/1XXjkqRDglm48vdU5jpazx1ouv44KX30O6oaAYLxlszUaQ6sGMJZ1yhD2o7xa01MxNmtnPapoPWipLHg7vu7s4QYQVnpvefmgMUi2K+VbOReUAJMuSF9hAjYRFTU8E7PQgJ5tt4EKZ0/KmjOv6Q12C1ZRsXY3BuBnZTx5yLkNplsCxdXxu+e3t3PLB7R5tB8tna/a+CJ73c1/h+2qHQnG2n/7v/PAVn2X1NMWey9ehJsef3mNWaUEvKn3UjeVgOiRvGBq7j23fWtvnLT69xoouh/RYge8niwX1R+yoKHkicdsOP8eEgjw1qSNeUphaTrYlFURqTbQN5PvJGBNbdEW4EFDbK+N34h5L1HJEq4K2GYp5JyuWMoH+lPHUA0EK5jVPmayKzkd3vWLh/IDV08R5R+i4QlOziaFzSkw6bigrkuu6QBG2S+LlnMGGGnldNDyK5CB6Jj53OCg1u+3a48sXWhdl9C/s80OXfYHf2njTIYUEgHdtuJ7Xv+IGBi/okDYVetOGo66zT0JkSqnvBX4B+Ff/2NMrcfl2nHD8P4FMUFG4Brksy8MQCQDf8aoPEEQGVVo+eQybMpDNetgXlW5VOMq6wP6H4lui9ioLbjrpOG1uBw9sP7qQ0rHi1t/azgXbpQOiSkVZcQwmFfGyJLdmAPGy8pA+RtCueEkziAyqwE+WghoA2YinTemqlb475bz6be7hYnlVOgA2ktcGA5lUCyUeuUGvRJeOoiLIhTJS3PT7MkFe+oYd/n0EkowTyx2nJOn+4p+c2LkAuO0aeY/LvudqFs5PyBtS8dUTKfXGgE47wQaGsuIFpRR012vGGnXsqnQbbPr0EanRYYDNfRXG2SPCxM+/cg7tq983/dExBLt2bOfct81RxMPNsbds7Mu10eVaxzFvOrZ+UNAxO//TsTnBR4phIezFr7lmxMNO0wBb6NGmPDmgSIuEolmimzkWQb/Y0FtF+gW72s4oKyFFzXg1bzfyUBcrSEkGdOG7ff2SsKdGNAWQn3kjEN0PKxvYshJQ+o3Azb9zJc/5jzsYiogBHt3gMwAHd7zv8XdehnH/m+S6bPutazHr+pw9e4DIlL5L1mPc9CicYSmtstSvUtQsZagoxqsEHcEiX2//+pj+4SdTqDhGKyVohKI44px7+YvegypK0SEINR/98ruOerydb7yK8946N5rDVOnQztuTKU+HcQ5VihbHWe+Z4563n9j1GjrxXPKzUpQQfjAeJu5IBo6gVxLFmvaWYAT9zWtCc4vaeDRXCM4R9ArKJCAbE+X/MhbhW3EnkTl2aGsr1pEe+RIrrDHoLCHsCmQ8yDNcoEnHxTmCRPHlD13JpT+5Y6RrIwUEM0qGAb42d+Jjd/jac941RzophbvKPOiliM5KSFVDOltArqEUtfV4FbLZBuZef/89jYwdHi0ceaQ59+JfmEOPSyf19seaF7R42zvjUWFWCu3KCkXQlQrTFw71GX/1GwDc94PH1m06Wjz4X66SeVvBrv4E51UfIVElW2pLfCnYhlk2uJ5mMFMSLxjymRKlHf11EZX90ggZrv9DtFdWV55iCL2tOSrXBKtGxEgrJfV7QnQO6YRHX1lxl6rMQ7RajsYkGoJWSn9THWUZUZpe8r1Xy4e3Qt0ZTIQUVaGCldGxRasfK4bOFxf+yzv48AUf5pLo8MpP5gxaOQYbC5o7DcWmKXho1wm/51MWSqMrCcoYXCbj96OdPz7sac/+6R2EHl30iesPdx8Zxv1vupIXf9/VlJFGRzIHDp2KhtaKTkHQLUlP15z79jnueM+JXathXvesN86JEG4fbKHRgaWMIJaegxTjjKKxO8dGmsqCpjcj89xgEpySIl1ek8YJQNgVelY6LmizuCXjatjcCruCTEjHRBtGZ4Jq0IX/noXzQsFmlE989m+v4gU/eO1BuYIUdHvr1hoPJ4LUGMYw5zr9L95L2Q9477qvHfac/7G8lUeyCW5Z2oS+vY5JoVjXxMxXsZ0OH8v/4snOF34eeAfwUefcZ5VSDeDXn8wP8I2EO4noBU9HAcb/J4oJuiaziu10+ejgT4/4HGWdKMb2j+z9fHAMq7Da86C037AL33YoGucI+gpdfOODYgjt1TnYZE0IC2QiHE6KTisGU7IRi5fAaUPQF2RCXhMl7qEKvXK+S10Tf+dhFzerymut7/bmNUmOrYd9O79rtZHGGUd/2ngbnUM/s9NKOnbW85qRCf8rv3/iE+wwXvj919DZFrD6rIyokZG1I5KkoLSaDTOrPJJPotoaVSiKqQIbBFBahjZJT5tQGt1oYJeWgSMnteC7QA31mJBPALRU5JWFMmO0EVN4tEcGOhAO7mNKNh9HlJGMt6CvGLQjVCoQQJM6kmUlY3rF0D0Vwq4eOTCUVUdvxngxpIQyEfRAkQiCoj8lr63OS5faBkJVsJEe6TWYoQp9viYiNvQfLyuCpHk0zHM4VouKFxXTh3fHvpFwCsKwZDVLGIsGbAyWeaRsA01eMXEbt0ZbuGPPLEFPNFB0XuJ6Uky4IvrRJ+6DfLMjClFRiFttHXXOxTmc0Shruf5zj7150gcJympPlRqKboZdERCtzMum54lYiof8W5N5a0mGc76ntxWO6j7R/igSSMc0WRMau8QFpD8TELVKdG7IGwacaA9kDemCFYmMzbwmm+8R15c1KoFJnXe90OLi4Dm7WUMfxru1gUJ53RqnZEOoS9Gb+UbjnHeJpXHe9DDhLcK/dxp6z+rzzE37uP2BTaieIa/L/Wj6Ba4s0VH0tLGJVEGI8YiK4sD8UefcqO1Ix49zlDkvNlsi7kpeXwMn1DKtHLpUJIvQ3/IErE9eEHpvt0l7PGF9uMpstIIKS3QWYlLIxjVF1WGSgiAuGWyBIokwGUSriqwJlXlFGQ5zG6FZqsCBKSkLRRFK8U5cbcRhikBoPlrJ61ygKNFSOPHODWWsD9WYcVK4LcYiTFeSmeHYHhYDvpE4831zPOdl+45YSLgr7/JP8y+XX5TMJTZYowA+3RxJ9MZZ3P55Ptr/8NGf4/PFR1tBHjGUFMGCvhWdAutFkkt/rjwlrLrfrRXev4EYUhJMDno5xDYLSBzKrrl6Ga8hpsqS9BRBsORNEUwYzDgZv2OOsmKJFwxRS/QHUNI8G2g1cokK+1JICPpu5MxkUqGmmYEb6Sbo3JI3Dt8uDZ1FlBV9Bw6aw5+ICKMCExx57vzD+55Hp5NgAkvUR/Qg0gKX56gg5BWV1z9xH+Q4wjl3C/Dag35vA0eeQL8d33Lx/0QxAc8RfTTn8eCwkTznkx99+2MebiimYgOFNdKpDzuWoG/J62aUJASlwwwUgxk4671z3PO2E1sYbeT5iimUVYHtSZfDV05LRxErqgckybWh0B2CISzRV3X700rEcgovxJjik/m1jnRRLzGpQR2QYxzM7zaZGyEYQBaVIlGHic/pAq/6jVBGFF6g7IS+/uHnI5Rzet5pj3Dp5EN8ZXkz6ytt2nnCV/duJDgQogqx5yOyjD9Q4NJU9DKK/GnDP1fekvP68i+P+bwgdSMxo8cKnUkRSTYxcm10LtDRkQLycO2qFcT1Y8MgHyvSpsYMZIFPJ8UhoagNi2OOeHVY2DKCXpiQMYeVokfQE5FI6SwIymUwKRZRuoD6Xnkf5Td41ijKmsGGGpPJNRYPclnwTe7QmRvZkx5MvRnSPgQCLPzKMhLrqceCMh9vuNiSDkKmZnpsqKyyznQAODds8wfdMxnzfplSzFPo+RXKVmdt3D5dwjsQHKkzNnpKKN/n48dRSABGgpzDcRp27aiYYAPp8usYtJXN0DPeOced7z7xzciQGz4YZ8SR1YXzVmGiMzK2s8CGAUUCvQ2ijC/WpIretCLoKdKJYKQ+n47LxjLoyfFsKAluvCIJrHJCSbDGFxNygYebvgjVFY2YdDIcidgOI27ZUcHMGu2te6F8gkCmw4Jac9sKeWHotRI2nzLP1sYS42GfdpFw+2CzCOGOlzR3gXlwLwVgs0fNISfx/KuMEQcgjl68BUGo3P6+40TYKUeZKIoMiGWjNHSACgaWQXXtIjUafTY0Wt/ANwCM6L8s9ys8nE5xbvII/9K+CB1aySP6YCKFDR12OSYzDqqFNBZiRbrO4owDAtF4KERTSVkI9kfkk4XoM4WyvuZ1EdKlXkBfhGt1KRu0oZtJtJLijKZoxpSJOryIG2oGTU0YCVWvDE9M2O9IYUNHYQ+/EX5/dQNfaW/lpru2oeMS0wmIOo7ooQVGy8JJOk6PFq4a85HV/3PM54Rdx+f++vi0OYpEcjzUWlNqSDN1GsrEEK+UVA8UtDeHXPwLcyNq1Al9fl+PMCnogcZWNGVNfBR15pthuVAXg76lcyqUmwY0x3qsLtXBQW9Mo5MCNwiIWkheW5VxELbViKIYtkX8Nx3zgs++2Bf2RMBZ55agL9ScohpQxmuoSsDrhUk+OhQmlcefuFx308QKl0wejpK5MS1Ib50g8vRkk8nn1rsPUKYpzronfewqpR7g0Dr+UFnCAco5t+1J/UDfjic1/t8oJiQxyy/YNPp125++j+aYdPu++h9+nQuunKORHP/dP+zii++yIux7MUL/b4hcEOqDbOBONC7+hTkSIK94Z4ZchOXKCELWullB6kaUgmhVbOhQkMwjHLGaLwyUsolLx0T0yyYy4djcq+MC2bilSGQTpUOhdAR9UcJVuSTweTMYidHpzHPqgOe+fgfGb9ZEf+LgDdrxx6Vv2EF1X8EN//aWw/6W10TU6bT6Iu+cvpN9E1/iU/1Tufbe72Swv8r03dKd7GyBcF9EvNSDIJBZTisUYAfpSZ8oOOtYuuJMnvv6HXzxw1ey5UNXiw9xI+f+Hxbl8Et/cgdxegwVpUcf03eMSt/5tAFCBzBqBGFEQbSiGVQ1RXbiU8R5vyxjt7JYAobuJoUZqBGyRhdrIuamvzZGHBxU5HCYviWvBtIlzoU7OSx+2UAq8kFfeJBZM1hbvg6iLJjMSuEttSgnaJ68fug9r+xaQjC0OBtyHe/89eNPkC64UuDxX9tx+GtMLafsB2ytLfJd41/l/KjCI2WbT/RP5UOfeCmmp9FOBKfCbglphk5ibN8estFxWS7d3pN1DMcRCy87lUvfsIMv/Z8r2fqHH8D5+eWhn34zAEXj8UE+pAAqxSCTCypBldK5l+ssHV6THrrRfrxx4X+V66fVWuEYJ+is4YZdp1a6VlYRtaSQVTLUrBH/yMCvA0Pl+bwmfy8jOVbQ98K3SuarKFL+PQDtx3WvxAWSzBfNGBvImI1ba2Krz/6pHSROkls1LHL7juLjiYt/YY5kUcbTo33is+kSlSvObK6ypb7EudU9XFa7B+sU79r1am65fStjdxkGU4AyRIs9XFGsFQ4OKiAoY3DFyTluXZFDFLH/8rV84Sdu+in+w9StAPzA6V/h0jfsIC4ex5xroKi6kY1pcGCt8z5UetcZohdjFdXgxAfvOe+aIyFgsLGg3apwZ2uWFzbuFXHXzBClMLTY04VC5wobO0oXiLVeodDNDJsayRecrBVBT/SUsiY4YyjGSpRxqNAymC2lgIECL44adqF6IAcLpl/43KjExoagL8LNIIKnUSFFBxspCmdk86ofH6Lm3LfNUT3g+PKHDi/wlHVLKz/UXusvOhPc2DqNe1dnaN4R4lQoWijzGa7dGT1vqLOkGw2KpeWTd75Fmg8PvnaCs989x93v3M7W37lGcjrHSE/j2T+1g8djsjJEFoI0BsQCWWEyuWalzx904UaWuCca575tjoC1tV1noHsGO5Ej1uHeKlyLbpiy0girNwZUo5y0ntJfTtBJgc0M4WJAb9aJcG/kKGuWvGGo7YZsTDbhRarFltjnCkOqZ9AtPfpB5nadlUAgjhM+bCQFZWeUp2jixcXh9uNBifo4+9dlvbn7HYe/5tUbvsbGcPmQx/5Paz0fevBF3oFFCtEmg2glx6V+s/HUjNNn+5/vBl4IfB/wtFEytY6ThuZw8s4yR4+nUavrG4gsp7VNc+6vyk3bHOvRSFK2ji/zon9/C+kELFxw/KdCklU32oiBRwfUzMiD1xmx0hryYk9UoMYarwKrZYGO2mAjsSSrLFlvY+YY8snCju9o9WUytqFYPXY2u1HXOW0qsnE5DtYnsLFYApqelsTVd6/DNkQtb/O3mBIvDjBpSTIvX+iWD4p92NBGUoTwfGHFJwzKedrEce4dnv3TOzx94+iLkzPw1eWNHCg7zJo6U6aNxhGuGqK2CE5W9iniRcjGI1QUQhCgq1VUHI9E4U7qbq+zxK2SlbMUZ//6HCoqIbI4C1s+dDWnX7uDzqmKxfOOf9cw2mCoNVGjvCZWX3l1baNjUtB9Q5md2Pm54Mo5+htFMFSVTnydfREu7PiFt3QkyyXVhZLaPtH/CNtCs4mXlKfZiM1k3CqJ2oL4cWqo5gxZXY94jCaV5+vCjx3fFQPpQATdgqC7lqh/4c+uGvEq5eQwSpJsoBiMSyfieMftM988J8W0Y9zvSSVDacfZ1X3MGlln/+/qs/jwnudRfUQzfo9j3VcsYw8KVN6tm0RVK+hqFT01ia5V0bUqZvMm9BFguydLuE4XVUJrm58gDxpHW3/vas74wBwL5z2+QlV1vyVqixWvTi0mlWqmso6wWwrU1Cd7j2e+OSyUzJdD7++wAwwdDPD2tJGirBpU4cSqtwvJkmy4QARrbSAJ5zCc8Vogiaj399e5EaUnnRIVfKchnZLPrnOHGZRESwNUaTHe0eGzfyt82lEnzCM1hrQ7eR+5f45mQfbouPQNO6gsiBPD0G3g0WErJStphdMq83x/4y6Wyir/0r6QW27bRnVnQGNXSW03VPYpEdVbP4MOA1QQjn6itGgYnaSCoq4scQuLLF5asOVDwuUPdclXutv4wD2v4LQ/fy+dTY9/znWBwxnRVDL9IapPe1X8NVvHdqtCcoIt+bPfPUc6bckbDtM22E7IA0tTdG3MQ50J6ARSSK5KHhGtyiYk6CiiRYMeaHSmGOpP62wNyXawE0TY8o0HY3GlF9FVoFoBqlAj1JkqxALTJoaiIXPVxz/xVikA+iEmDReLKt1IgE8Qjcf/vS99ww6aD1mq80en0jx74mFSJ+e1Zfvsz8dYH7d5ZN8EQR/qex21vTk20Kjq2qKg6jX0WBNqFYJtm9GVytHe4qkPpSlqTvRLfDjtcGM5W/7gA5z963OkY4rOhse3ppvUFy4Vnuq61nkfFVuRPDFqndg26Ly3ztE7M6ezxYkVZC55c9BWuFyKSzb06bZfn/OaIuhCe0+DA8sN8tyg+0YQOLkW3bKJgnQ2l1w3tgw2FrROg6gleU5ngxrNmUKpdAQ9S7wwIFrqEyytiXV+7q+vGtHdQO7hMvZ2uWat8XC8HLvTr93B+VfNiVvDUdjVFyc7OS/ad8hjK2WV1V4itLMavvHi852pCVQcPyV5rXNuCXgn0AQ+AHwI6Dvnlvzfvh3fwvH/BjIhComXoLMZzvrbX+cZ65c5u7Gfcyp7ecNZn4XvfHyH07kjaouFlyodlI4y0XTXicCWziWRK2MpJlQOOL78B49PdPAFP3it2JEliuVzlAgjKbF5DHrS5Vo624wg2GHXC+Jo+Vl6/+oygXS6JJga0JsMwUFQyTllagWjLTv3T6Md6N0JZeIIWxplRXshXpYORu2RFBsbbGIoawHpmAybz/3Nm7j0DTvEHmjKc9I14kfsO2zKSgLttFhRbfmDDxDUilFnfRjbfutaomWx+BvrCgrCxkeeEL/8oSt5xjvmaP39Ri5b/2bhc1agthdm9spiljU1lUVHZ5N4uUdnbSLcswLGoPoDVK+HrkRgDOXq6uMbAE9iqEIW13e85q8pnWZrNM+1D78CgH99yf98/McrPSIggmzCYSNJcsuKJJJmINc8r0siQufxTxGXfdcHUGeENO5XrJ5tsXfIdVz3Zfku6ZiiPyNjOhgoyCxj9/Wpzkcj2GAZKVqbNWUF9r4wxgxEOR0HNnE0H5SEoqhB1xhq+wqcVpjc0V1vcEqRrMjGU1mHGRQU1YAiMSO0y/lXzknhzCcIw+SguwnymsOkMqaVFWvClz7n6wD84aV/OPqu2/70fUQPJFT3ClIoWSqI2orP/MObj3huXn/WTewaTPI7d7+EP4mfx75940T1jGyhQjgum8/BlCJqQ2W+xFZC9PopVLsPSSTaH1ox2DxOXInQD+7Gek2FkylUkhD2xDZ2yx98gPFNUjiJjCT8X/rZ9z7uY5pMqGRDNFZRMfSnBYlSJN7NxkNYneaEbHlf9LprqCtASTFAl1Cdt7gF+XvQK7HGjOhsQaQIeiXxqhfXC6C1VUQZu5scnc3S/S0rjnhzm3Q1wRUaFZe4XKO7hqCjRZ9DQWezICvqux0mFTecshpSVOU+/NR1MnaLWI3GrY2gjGRzmzXlu5vUd97qjld9+hfZVl/kgxf/30O+67Y/fR/1mxOchlq+VngbFisOjp0/9ya++9P/la/fdwofvOMV/FZyOXqgKRsF1T0GG8PC+fIZTN/D1k9tkuypoIZ6CWWJGWuC0VjncE+dhdlRQxmDqiRyz5++n3fc9houbSxxV38Dp40v8aVXPf5x67TQHYOebH56G8H0xFqvqK5RHoqqQynHF+7fBs99fO9xxfPezSmVkL0vSOielpPsCVFFQDdv8I7+97JheoUrLr2NLx84lU4/prVQIWhp4kU1KpoFA9nIF7sTjILBpgISEWjsTgakK4b6QwobwYZtC8zW2ty+dxbuqqNL+R7ZuBWRuxU7ErwtvVPLxz/xVl702msgVGQeFeY05M2AvKbpbhLtJeWRWWe9Z47Z5+0B4NMvv/qQ73veL88xe5N4XE52RJT0aLHz59/E2X/X48/vvIT1E23mV+s4pyj2VRi7R1PbW2JDRTYWEK0WuLEapj1GubqKqtcgFlRD7/RJimfN0vzUvRSLi4/vAj0JYTauF12DTHP+P/03Tj9H5txBIVXVz/3U+x//QYeFpZw1XbBcmmWlgeqBQhpZaUnk4JMfe/x20pf87BymDs3bQtqXDMDFFIloiDgDRdPQ3ioUheo+PPVG5iqdgU416qEq9tQ+rl5wzob96I2O0+oLnJos8ZXVLXzhntNwmSFo5BSVgm6W0NjpaWV1+ZJB3xF1BHGGURTVCDeRjEQqn/3TO6CmRg2ItKlQnpKoc4+cG0D7dMe5//AuzpyWReMfX/Rbo+/6/I/9CvvunkEVUiBJlh3J8pro76PjhYnmc4MKr99zGUtplfvnp8naEfHDEZG3cs/r4uali5jJpQS9YT3semTtIEGASmLKpeUjvscTFUqp/wMMnHM/7n/XwN8Br/qmvvG346SIb/1igtK4emUkEDRd6/OfN32cy7fdecKH/NIfXskLv/8af3zI60bsGytQ2jVYmNOQjSn66+DM35zj3l957OT2iue8GxdqokZIXjeEPcc9b19L7oadT5yiTKSz7Ay4gcB0hvZMQQ8G6xzlxpTx8R5GW8KxLllpyAuD0ZbcGopOiIos5WThBXZEBE9nkCwKHFwXDp3nWO9xPrS3Ai9OlkjRYnQ+GqL8q72KvxlIsqIsqNAe1u0+469+A9cMKKYt5usVsWc7Qrz4NXLOP/P3b6J/aoHOAir75fsnC8IFNJksMnlNPt+dv76d5/zEDnRucXEEoYHAwNIyqlqBMISTuJiweG7I+S+8j9c3FkaPvewEigjDuP3923nmWwShU1YtGIeqFZQNRZFrVK6pPWBG7iEuPH7o4otfc414ORtFdV6KOl/9n1fBG/3fv+9q4dqqNd5lURF+d14PUbnFencQnTuKOgw25tSne/S6EXY5FmhuBumELOKqkPFXPSDXu7tedBmCzI00E5wCGxsPKV77PrrgEGyW03I/ZU2HTSzKimiechDN9giPoKzkMkM6W6DO61P59wY3/OvhtBxg5CH/j7suxGhLa6FGixrhQojbG5H0D7qHWLPku+J57xYiZxxi43C0MbORpr91nOTencd9fZ7McGMN6Y6f1UVnhktnhff5oWf/0Td87DLROCPIkWzs0DaQGTBChpz31rnHVtr38Z0veQ82NOi6Ia/qQ5S4n/8j1xKkjnRMk44Ho87r6LsGHu6qFUUsBbkyBlUoyqrFbO1CZqgnKdUko7SalYU6KhchOvFD9846A0HmhB05/gh1Mygpk7VueFGBvCn/V7kklEVF3jfor9GIysRinWJddCja9Iy/+g1whuQ75wH44lE2yZf+pDjzfOkPr+TOR2ap7gwJO1LICXpQRiFF3X8OXzO4/f3buex7ZPOnggBntBTBrIUkxk004CAo+ckUul6HsSbnP+NhXrXu65wXP8KLE9Bn33DCx3zwv1zFGVfLeczrjNw6RLxtrQuvSoUtDFH1+HmRz/sxUZRPmjGrp0Uki3DHe9bmoK3/+xrKVsgeO057EJNmIWPVPnbzgMV9YwS9UObhmiNsicidssIB788WVOspvU4MsRT3S1+029xYIbOGfBAQOQi6Hk2TSSEUPETeU5uG866ybqQfAqJl0501FJU1BITpw1BP5Eiw49P/8j0kqsr+SxPWf2nAR7/03454bg52I4rDgtJo5lt17P11wg4kXZkn+tOGeFXm9k995Jd55flvB2tFfLFWlZwBcKHCZBb3aA2QkyCUMXQv2IgNHa5WMlHr8cbNnwTgtaffcsLHvemPruQFP3gtIKgR8HObpwP0ZwIqBwrKitAQL/uuDxyRmnqkuOx7rpYC7KwZIQ0f/LG3wo/J/y/52TkooHG/HmkSDJEPZSxjNVmG5DsWiUzJcqeKiwu0ckwnHXJn+OT82dyzfx3B/khQWquGsK8wPU+VKCVfTRaEVmZ6pTiPOEHWqnQN7WIyjxL2UVTX0GplxIgqES8ozLYj502dQcz0GVKIWrxr+qhFhLP/7t3c/dp38pUs4yOti7l/ZZqlTpVsfwXT0wS9Q0Vgh9pAr7zonTBIpYAQhrg8FzRNJSGoVil2P3LE93uC4oBzbmQP4pz7U6VUcqwXnFyhThoXhZPlczye+JYvJugowgXevmsi58B8E87+xo/7ub+RDf6LXnfNMZ/X2+COC2p6xfPejdMa5ZVhg16Bzh3lQeJMAN1ZRWO3xXbUyLKsrMiGSheSmBYxnsYANjX005B8EBAmBXkaUPYDilLTqKSowAqvsVLgFmOSRTmmyWDy9g6DdRXKihESj5ZOuQ01eU1x8c/NEZhD+cndjWoNEpcdJOyH+AJn44EINR0U1UpGOzNoY7njN46e/B98f+mukUJHDnogHdDeOkWyIn8PBsLhe9Frr6G5mKGyAgJNWYvQWSkOH0EghYWTVBBMxwl5E06prDyhx/36B+Qcb/2dI4/d29+/ndP+xw5ccnzn5Nk/tYP6ngKtRPzNGrEEe3TYUBMMBKou6seaIPUb/kDJpqgq3d14WQQcTLVg0I+whYbAEW7o0qwMaPVnZDOTSOHLGaE3JMuWtKmFCtEpyZuBCCVpz4t0jhe97hr6k4Yh0vrgQpgqIewo7MCMHtM5DFZiPrpyHq+48PZDvtP4ujbr65I9f/SD7zzqOYpW1qoW+xbH0F2DsvKZ4qW1z3Hnu7fzotddw4teew0mdwSJnzyigLIaoDOLzgo4ChT9ZAlXjQj6jumx7mM/+ThjiPZ48fddfcznlV6X4Hjipa94P0VFEyQBYTtDlRbcofyI/rQm7DhxjAgVYddK938gAl020NhAkAyVJRnPi+dqbOKo7Nf0mhGNiR4/d/pn2JNNcMvqqdz6wDgApquJVtcoEDhIli1ht6RMRPk+XkzJxiNspLlg+xzKMdKrAfm4hf/OznhEWizuF7WHDA/NTvLQ4iTveubaa8YaggoYrxwbHTAszo7eS60lzkFfNmNRW8QnKwcEEv38H7mWSq9EOQf1qjQ3e30pJjgHSvHR7p+clDanamKc9jNneN30x/j5sUf4zOCJOe59b5ZNw9nvnjv2+xtLnj52wnDBlWIXXe/L9UnHgyOKvumBONbYQtGyijApCIyVZNVY8prDhZIblTVDsGJwocOGji2zi3SziB4xJiqxKhDEWgB3Lqyj005QS5GgECOxhiwrlnhFUSZaCmyeglQmmuf8xA4iI3z7YbE/a0LY8+NohZF7zvC77Ll9lo3nHQrzrlYyOpsSTF/z8WPYeAedg4pvpUYpyBYqVFc9ZbQl9zOIEKYZWF56xfvRM3Wi5TqmkpDN1LCRIejma04rB2uBnCShzz2TzoYAlEPHBRuqTxxVfaifcvHPH3ns3vBvbxHti87xnY9L37CDymKJQpoJQc+NijkHR7xipWFQDqlrirymR5RenTm6Zyq2VLusDir0lyoE9Zw7HtnA1HgHoy17H5wmXDIkSyL8HPSgesARtSzpuKaoKKJV0RxzCnQhOjguMOhBSVkLecn3Xs1gwvhihiNryufJ60L7ETt4ycGjlozlNA+4c/96nrF+/yHf6fVn3MTOwRQAHzwGyintrFUtblzcSi8LyZYS0VTKxda9ekB0ma543ru5/BNiKauVQhkt1BxjYNWLuepv/ub04ELCQY/9wTf9jb8dJ0V8axcTlIZzT2MwW/OqrnJDfSOohEfHkSChB8eZ75vDJRYXP8ZEa0FZS1kLKSqGaDVDU1KotQXxGe+cg4oXILTelkmByyV5FEFIP7E1LKpQmNWAyvocBWS7a+AU46cvs7HZ4t59M5hKQdkLsWlA0BOawXDCdIGRDpz13be0BC+qaDLnbYJkszX0F86aDjToVK3ZQvrcfOWZBapQ7PzxQ+ecOChorUY8FlO0qKxNiMmiGonlWCO0D10KauE5/3GH8PNLi868iI4xOL8hs7EhGh+T76I1plal7PZOquQg2HwK+1+xmTKGf3/oLNj4JfTsPU/oe+z8haOPXbOxhwGKfZVRV/1oYSNFa2tIY7cUicT669Bz+eLXXDOyRSuqmmSxQJcWVQgv3EZDkTqxvOudK4r1tVpKFBasrNaY3TDPG7d9it9/+EW0vchXGQJaFPCV1//I64qw61ClcHHNwEqnK9bozI6SwmESMOxCDxPYoCsb+zJmNIaHCc3vPfuPD/leM7UO+9oNZhtHT97Oes8ciS8Y3PiK97H1d6+ByKH6aoTeAWg+CM/98R2EyEY1Xhqg8hJnjIzbyOCMxoV6xGtXUQQnU6dMaXQSk04l6MKRWTlvTwQiYRhHo5AM48zfnCNaXusaHU/YUFF4dMyjYyjMOSwgjBwdjHBlQZLivCYFzXgZ4fiO5/RiQ3Wsz2mTi6wPVrl+8TwWB1Vc4NCpHiEpBOHmN1a5cM1HivfO0ytyR9g1I92TYeH17HfPCarBi+tlTVkbggHY8zpHpPBGpmSpU6XTj9k8eXT468FuJw/8yNs4+9fnyBJPM+mvabAoK98h7DnqD/UxnYG4KAUBLgpRQYDSGioJNpYFQRlzUllGKmPY8+pNtE63fK2zCSZ2ctnWJ3bOvfudx0bKvPQTV/Hg/bNs/f2r2fkzRx/nRQWoQHiPnL/e+pCwe2jh56z3zBEgxVnWZZSDgEI7kiBn18IEtEPCtiJvOlyhUJHFbs547radACylVUJTcs4ZB/jsvadTf1BoZ2UCq/N14rEUm4orRFEVu9N40ZDXpKikAumwFVUjmhDObx77diSUqEuv0ZMxQvS4WL6fTUTI9LPf+YFDvleaB4LiiI5eUN36+1cTH1SUKQpDEueoTBH2JMcxmbggvfg114io66AUob3SQbOOCw3dTTFOK5IVKZIDormUFyeHiKjSmGaDlWeOi2NBbAlDy1n1/d8QIuFIcfPvHn3strZqxh6Q+eD5P3otX/izo+cLeU2R1wLGdhYEPUtUOIL+ofPAxb8wR2UoJhuokS5YkYgI81CwOWs6VgcV9u0fQ/c10VSO1o4DB5qY+QgaJdn6nLAbjjTERLeppDsryEMbDIuk2ueKHoFRDQQN5mSM4sfpLb8t58FGMlRUIZ8FLY/pDJxf9w6mOABsiRbYEi1wQ+voHc1tf/o+6Moceenmnez5yq8RRwXkCheC9vXfxq6M73zJewi6KRiv15YVgmQMA6gk0OlKw0zL4P1mzrlKqRaM5K9HDzvnGkqpzzrnXvRNeeNvx0kR37LFBB0Ld6i9tcFgQpM3gPTJFyUp6hbnxV+O6/nVoX1eiM4tZaS46L/MCZfQd9tsoMirCFLAzwvOgB3+roCZFLU7wVYcK/N1ee5UhmuFZHnAuqTD/WaadDXCtAPKWim6C37SDttCZVClVO+VBZ1ZButiSaw9KiIdU9x27eGLjC5kki4TyI34qOu+PqR78oobfoldy+OkaY2w/djXJmvokWKwTuX9QyeiVumkGkHl8prCDBwmFQ/7rBmCCtGF8xaEDjNRxRlNsHcFpqdQg/TkSA4AMz7OXW86ha3n7mZl3xRnTC889ou+CZEfqKAfRwO8P2VEbd+Lbw2mAp7/I9cS9mQzj5ZiQREPkQgWG8mGyhpFe3NIbx2kM5ZTn7GPh+9bjy4Mm8eXWV6ucf7kHu7sbyS3ZjS+orbvbnUFAWS9K0Vl0aJz4T8q56CEsqYoYiOLrd9hHZwgDcfm0M96+LsLRIzy4LjkurcTmZJWf4zuasJX/8OvH/3EePjjhb84R/s0R9jzsNkhxNmfY5O6kdaKzhXZeEzYznGB+LTj9SSsh92WFUMMmLExbLd3UvihB1tOJdsyRX9dSF5RjMUnqDz7BER5nFppn/mHN3PZ91y9RoFRQicrEkG7GD+vlpFo4GAdNtaY1JLXA4qKoj+lWD27RFlFf71cP6winBrQrKTsbo+xJ5/g4fY4S52qUIgCR9gVbY+srohaQpEQiK3Mt2WsyZshJrWYQUEwCEdd3YPDJnakSm4rVhLvJrBYgcpa8vjST1zFUq/KWKUk7cqCcv1rj94tH4xrTO649A07pFCSilNQsiCK6KNz7UXzolaJ7ue4KEClOa4ak09UcKEmXKpgE0mSL3/hb6DjGLL8pBi3OorgvDNIX9Jmy9g3aM34DcSDD687NBV/jAjaOUU9HM27vXWGC7bPYQMwfvwXDUs5CNBdQ4kUksrcEC9pwjYUw/E00IS7K9wcn8IFs3tZHVS4YGoP42GP+L6EuOXIPc2sjAPKpQCTKu8gsuZaJQibYbHfjqwFh65Oj27ADF17DlauK6oQz+tDYOUvvP6XsU6RrkyStI7daVWpHlliAxSZoZNJd7mIhbkwFDAtKkK9C9uOsiIpcTEWeU0WoWTktYDKoiDqOi89m8Yt+yh37X7KimE6TlBJDKesJ5+ukzU0WROidX2S6Km5nwYTh1onPlaUkSLslFijCNoZg/UVXvgD15LVFSpc0+AqauIoNjrTTooBkp8qlHIESQH7YrIsIEly4npGCpy/7RHme3X2lZPoriGZV6RNRX23JexKESzsea2EXFC3WCkoFDWxg7SBGjWyvvwHa/mCSf28VxUBVYxQMx/4r1cJjeyg+Mv7LqWqU/bkszySTRymX3Nw2H6AckLTmT19kTyvkefGizuu3SdOK/J6iOmFkpBrLbTNMKSYbmATQ5QXuPpQXEfyW12pyBqWPkGwKx/OueYx/nbSFxIsCnu86pnf5HAnyed4PPGkFxOUUmcDf3nQQ6chCqDjwM8A8/7xtznn/u1E3kPHCXpynOUXbKQ/rShiKOpQ3RnQ23oU2dSnOD52k0CkX/4d70U56K2XVbSMZfG2Dd95stA5VTbrpgcu8faPZ0o3ajBT8qwLH6QepOjTHeNhj9QG3N+e5ntnv8rLanfzs3f/GL0iYsvUEvfvOhUbWeJ9AdV9spHKGkr4WJORQMSNIplPcaEWX94J7VX0pbMw5OB//QPbJUnWjmzCYnqaoior9l2/diWn/Y8do27hK274JQqrsVYzM95hqayiSm/LpjmEszyMMhKf9nPfNidqd0rOTzoORcORLCou+s9zBKnzzgHy3kvnhiSLshkzmSS8y+fWMRmMr/RRC0voJKbsPLVJrY4T9PQkC9+5hcnTF/n4uf8M58rffnd1E/9p9sn7LPf+wK+y9bevPa7nDvn9z329XN+sqcmamrH7+tjQ0N0YMZiQglRex2+uDdUF2Pe8gLFnLTNe6XN+tcWGZJUvLmzhzds+yh0bN/HR/efy9ftOoTnd5ZHeOJ/ZfTrdvXUaHkFjAzXqGttQ0dyZofMS08uxcUC0moFzOK1hPCCvH1rQuvjn5rj5f2/nov88NxJCc/hutNhbc8/btnPeL4s7xaXXvY2sNKwuNGlM9jhtcpE77t3GOb82R+w1ub76Pw8duzr3OiIxOO1QTpFNF1AOaQ6S5HZOFS5ndUHQHXlNUyaaaCUHrSkqmqKqKRI16kJ2X34eyf4BwYN7KfYf+Aav+jcWZnyc1sWzZE3N4gXA+j4r+6fYsv7JFSu791fkeh1PfPKjIhgWtnLxEk80OKFI5TWFcwK3LWNFXtWAJinFLWR1W0hvA1T3gX35Cr/2jOv5g4dfyH/Z+gleXV3m7QcuJVAlvzZzMx/r17mh/Qxma22WO1VsVaz1bBiRNQRFUN+TE7bzNfvJwhG2LEU9pKgHqGLNejhrKC78xTm++j+2i0ZIS1M0hX7hgiE/XehgqqMpZ3Je87k3kgQBRjumkh5Tp/W49ebTuGD72rn62tyhY9cZGNSUFOO9RWDjYVg93WG2dcnmK+IAkClq+6XDWIwnuEBRhlVcoMia0plmQ4QZOKJWQby/hx4fww0G33RhsMeKYNNG+udtZOkZET981qc4Pd5P21Z424EL+M0ncc59PDFEAp77q3NYA82HHFRkjh3qb5QxlBWxewxWAsKWYqDhwvFHuO7sf4OXH/nY/9CtcXe6AYuiXcR87LbzqF60yvI5EcG9FYIe1B8WR6i85gj6ygs/K4+iWYONW6MYTIgOkw0hXnUiZIcIKVsD6UbRWlBeGBjgrl/bzrm/Okfg9zun/fl70aaB3VtFa1nfg44IMfY3WR74r4d2wl3g6G8s0anmtP95LW5SkdQyBjomnXZ0T7M07jZc8jNzlJOaqO2AmKKqiVolRSKWgXndixWPCaKusiAbx95566n2etiVVeyTjQxTGrRCNepkUzWKekA6JoLKF87ue+zXfxPi9vdt54Ir547LtWxo+fncH98hSEQDmIrY4CqxdxZEq6a7Qdxu2tscyjnCVU02YeHVq7xw9kFuXjyFq077GJuCFRrPz/ib1Uv4y/sv5tmbdvFLG67nvbu+m/0LTZJHAgazJVlTNuXLZybYyCMPPQVS544y1iOEis4NeV1hQ0Wy4ihieNYb57jlt7fzjHfMQeSd1SoWqiUuF/HLg+PdX381k0GHL7UuYDLqsjle4rqdz+Dvbn8v+hHhVw4pUMPQfU20qctErU8UFKyfaLPYrpFHFlu3uE5M0IHV0yK5Z+L6SNC0Py0CvjYQqnPQ3UgwgOlbuwTzbcwpG0W/Jk1xSz7f9ZSdb7QwppTacqy/O+ce+obe4NtxUseTXkxwzt0NXASglDLAI8DfAz8JzDnnji1C8BihKxVUHFNsWY/TkCw5sX9hbQF+MuNY8PDjiTKC/nqvzF1C2BpC+6GYhKJZko5rXnLZbSwM6jywNMWFY7s5r7Kb2/unMLAhvzjzKXZNNbg/W8dGo7lkahdfX9nAyqBC2Fbo3IhIohKIeNaEuAV5TYvXebcUhEKsMWmJ0wEmc2QNoTw4LV2JZ75lDt0UReejhZtKufS6tzFbL9m9Mk4S51inyLcOqH312Fotj96kHRxb//j9tE8LSOY1Zq8i6EtHJMod6SREq6L039mgYENAZfGg9o/WjPywnsJQtQpuokEwcOy/awqetfa3/3T2J5/0z7PzjSc+die+3sGFmrIh8G80pONDyzsoqgJfvPTld3DVho/y9p2voRkMeN34l3nj1OfYZBr8zu6zSMuAc07fw7qkw637N9HdV0flIj7aX+fHnxE1/6htCXo5RTXEjhl0XgoHXinQ4tQwRAKItasi7AvHO4qVdEScFOpyPzMOvZ+zCTB9RWcQE4UFZiFET1seWpmgdvYK2c0TRz0Xd/3aseedc941R1GVYmHQlfu7jAUVVEYi0tefiejOSsIwgjP7H4P1CfWFOjyVxQSlcWmKycUGFNZaVJ982fEVpZ7IuP39Jz7XDzuW6bhcBxt4xE0h6t/KwvKZAf/fT3+MN03ez2nXv4FnTS3w+sYC4ZZP87paGwj4wPohzDjgu6sDbun1me/XSHshWCV2mRbptHUt8UJfILZhiM5KTHsAzmHHY1EY95/NZGvOPRdsn0NX5R4wPU1RX5t7d/7smzl9xw6KsZKxiS69ImTn4iRpJ2Is6bN78ehjdhi3fPDo5/FHbvxZig2Gm3ed8v+z995hkh3V3f+nqm7qNHGjVmGVhYQklBAoB4TAGOMEfjG28WtswNg/2xI4YGOCCUIojONrG2cccLaxX7+AyYgskoQCirsKq42TO91QVb8/TnXPrnYl7ax2VytZ53nmmZmentu3b9etOnXON2CnU0CRjwvyIG4HodBYUbQUvRVhwwtS4AOIjKjlP4XFhGjlCjBadIGAf/2zS/jlN0mv4/2n/fNBP5+NP7l8NfxB5KMinFiMiTOELoLDSQSu7sBrlIO5sv64x/nk/Cl0qpTDa7Oc3niI5BTLnTOrMdqzuDrGzkUiXDdhaWwwYuUX7plBEV9Zjymgu0o6+yb3KKOG1o8mF60dU1NUgW62mz2ek/dyzG/fiBs3RA/XsCMOV7f01nladz12G3zjGx+ffnrOR3+d7UyQbjOkswQXKk2Uy5j1JuRea+R+SuYExQEBFq8RGPn8/tMm2NswjTpqdAQ/2kAXIhqYzkf01i49592n/ttBP69bb9z3ObdKpZAuIsmSJ/QnQmGs7lh/vBRJNj68ksZYj+8/8lbOqG/kP287lc9MnswR2QxvmbiPWFdc9ZxPcXK6iTlb41vfPobaFk1tGyhrxOVML9Fvo658nlVdD+f9ZCYHs6TT4PWSxa4u4NQ3T2GCNo1yontj6zLfDaij4y2Bya6O55mI2iyUGcfWtxOrip898fPc+M3HtpB7oj3DSe+cEpSiAVNBe63cB8miH55Tf4W8T5tA8/ad8vEsxccGNeNA6SWLdK/wzj9Zqu9/Ps7fFHDqkzn4s3Fox1NNc7gcuM97/4DaD5s5FcXCIa4qood3wHFHAk8usTzY8anP7mqZeObPTmFTKFeXqMTChgyThw1Uw3PO6ffxY2u+zHnZdiZ1g9+ZXc/Ztfs5P9Nsrxb4l0fO4H2rbmV9BBdm28h9RNPkNOOCh2fH0EWYEPPA+/LS0eiPK7JZjwu84GIsCdxzgYTlIxpdiU0UXqBo1aNylHt/ZffrntRL5rs14c97WGxnTI528O14KAz4ZMNriHsOevC5//xlTnjfFNPPc6y6eWmM7ayi+9K1P7dfXndfQxmDmRiHNMUlESP3LLL1+SP7XSPhQMdX/3rpml559juxcUTZNOTjMl7j9kAzAYomLBxleP3qz/G8JOO31n+ElTrnwwtn8KsT9wJQj0ru2b6S3zvjw4zoPu+vvocHIsvMA2PYZIniE3UHnHZFd22NuC2KzDbTRB0lGgO5Je44oTkgmh8DPvjAinLn2G0senCxp7e5QTdzpH1F79sT5IdJdf+Bd+ynsRuoD8rDlz/8Zk59yxSLR9YYeWBpkd957F74A9czd4wh6k6QPLIF1+sfdO0PnSTD7lztk9+h96JTuf+XlmeF+1THJz+3NO9e8IPXSzK70mMnKuLFOMy5CkrP/PqIV//0J3jLxH0A3H/Fn3PMf/4MHCv/P+06TOrGbq9xXLaVm6JjyRoFvW4kyJTwWdtYBQSNEc0Rt1Ox03t0IZQgm+zk8652n3M3/PzuiajywnEvyoi8neJLxf0bVgPwwJMsdu8cknCroWhjZ+2u6cVXP7TrmHjp+qtwkyOYmSau1zvokPFo7Rpo1MFo4oWKQQHsx4//ykE9jycTOwsWn3bVlPC4U4+rW9yYg75wvqlVxJtTUIrPP3gsv9fcxMe2ncIPrfkmf7bxfL542r8Oj/P21Z9mlWkOfzfK8dWHj6IsAgVgvMIbTzqSU21tMrJBCrODed4liiJRJAsOFyyiUQyRBy4OWhte7aJrsqc8TRcQdRSFitEVpDOafuLRPc13nsTmdeeIepDNyYnc9G9v4YIfup7uqgFaQWJQVAaGyAq7egxTWdwjWw7enKuk8VEcuzqgRpfmiqfbnLvzfHDh919HMSrIwWJUPveqLmMNr3j9UTcxZjq8eeGVHDe5gzdP3kJNpfyC8fy/z5yFWd+hf2LM6fUH2Vis4Nv9ozg22Ur9EU19i9DGoo4a0oB1JVpjUS9QFLzHGckhfCxuQSih/XoDVbqEaBxok+0cG39i1yJgLSmZzLrc0jmCkahP30Z8eeZojm4KSu/+H901z9/XUM7T2mRZXBfx1b++mvUfej8A6cYlftDO7mgvfc5bqcZqRN6j5ublGEFHQSv9pKgP3vvT9vmfD4Hwfs/uMU9FHCrnsZx4qosJ/wv48E6//7xS6ieArwNv9t7v1rJQSr0eeD1Axq6ZlNIKNT4mv1TVbsnL0ylO/6Upoo7YfxWHF/zi8z/FG8fu4eRPvZ7CaRFMijz/cMynwn9I8vqL4xsBzd8uTmBwbFts8V/djHPSHawyTVIVM102eHhxVJRSDMOCgjMibmNr8nvUDWJj0dLA9kajc0fUU0Q9y8L63bsDG9+w567A/b94NSf+628BsG3zGDqT3dzXXvI+1v/xkwKksPG1S5P5mW/YFeJ8969fxfo/uIGv/eWex8NHN/8BAFfWfny/88h2jj2OXaUxa9fgRxuUkw2itmzK7r/q6Tt2L3nJtcRphI81nTWa/vO6JEnFwmIKizFRR2NP7KON58IARjkrSYCEK5u3cU9ZcXzc5EdWfZUTmut5pBoniXdwyeRd/EdxGrPVUkfV9EWI0UUhkVUK06+o6hFlM8IbGae6sJi+wxRLHYhHU5O//ft7l5yO3hZTNvfeMeCJ4rvvXHrdU98iY/crf7Pr5//Ff9rzpu+mf3sLz3n7FN3VMclJRxNNL+A2b93v0NvHmneVMbgznyO/3CLFr89/5PEFEg/luPD7r8NHAm3VR3Z53xkf4W3NV9B5WHzrsh2K7PzpYcFrEPe//E9485YzOa91D9dtP483Tn6B9VFrl+fc3RfMvNYeKkXU0egiUMtGFOVohsktZdPgUk00L5QLXQaKVq+ivgU6h+3qNgG7bnZ2jvuuvpr1f7LkfqEWIhTgak9+4/7hF3xwl99feJMgUAac+LNfJ5uuAQ3q0fHRjVNccf57iEZa6CTGtzsHZ9wqjRkdwa2ZwDYS4u1iU/loisfTKU56xxRRHHQJYk80ljMx0mXb5jG8BzOTYPrQunQbbz3+o7R0j4dGJzkinma+m/GNoghzMLsUEgC+0z2C/tY6Otco4/GZQ6dWxBVHPemC5AnaikW2sgNK15JWgsDfPcWjiraPN+fe8b6rOOE9Mh+O3i3FCpD84pjfvvFJXa+bd1LSP/Nnd80XvvAvb+H0X5x6TNu+gXjkhT9wPY1ugWmLY83+1q3ZbewqjU4S1KoV9FbJZrG2Xe6XxxNHPNTjBa+5gcgoipZm7jjFH/3YH9H3Mb/wT6+DSqFGSy6pPcQa0+Sv1mzmsNocNSXvP6mVpJsy7PYmfz5zIS8643bes/a/KfH89L0/Ah7KlqKx2aGtuKF5acSjC6jNWDqrxAo7yj02hmI0weROHKFyh9eKqC/P2zl2XrcfL74zdxhjSY+5Yi9FfJ4gdn7dwRz7aATZYwm9fvTOa7js8veDMejxMXyvJ+K43uOLEp5E/quUuvjx/u69/9w+H/zZOOTjKSsmKKUS4PuAgbfPHwLvRnL8dwM3AD/16P/z3n8Q+CDAiJrwIJ0x3WpRnXgELlRpP/Gltx3ot3BAYv1fXcvG1/4qpifd06qu+IdL/ohz0hiI+csL/oIvdE5gQ28F+lHboc/2FS9MC/5iYT1fnjuWk5pbOHxsjofKSY6NpxnMhXfMrWH6/gmoW5IIqIFLRVRLVQK1Tuc9cduiSydqzEMer6MMdnUuVjQ3Ob70D3vf3brrB0UbYv1f7KrQ/FgFiH2Jb/7x7hPp3kD29cpJdJ5TbRfBQ0G6xLhud7+c16PHrk4z9EiTzhnrhFLSdrshU54u8bz/+k0Asr8bIzWKqhGz4QcMp5yygVNGN5PqiufUHqGhc97yjR8mMY7xxu62dM9LpLrQ8zmlH6Vucs6rbeTYqMkXOhmb50fQhXhMOyP0A+k0SJervt2STyRD3rl0xOQ+cUYE9GwqaJvlFBvveetOHcCrJfm8+237P4H7zvVXPe7vewqbCFeS54yQTdepjTRQQTHff/07++W89jTvRoetpTx2De3DJbH7ypc+tF9e62DH0X97DQBr/m9CbdGyeFRCd7WinEs5N3uY//fC/8Mv3f/D3Hbv4Rx91sPUoz1vGG5Y802+URT8zeIL+aA6n/etunWXv3/47rPIkhLnFNQc1ip8JO4lcdeDhqoegVKoymHrCaoSAVFvRNDRZppsxnLzn+99wWZnV4Cjf182/A+8bu+84JcTO3fAAL7+Z098f5WtGDM5ilpMUEqjigK1agXV/Q/sl27vbuNWaaI1qyiOX4utRZjc8tE7r3nSr/NUxSu+8PN85ILfxxQBqr/S84sv/ih3dtby3bnV/N7Ff8M/7ziHm+47luee+yAfPvrTO/33t7kk87zl5E/yptt/lLef+H95WX33zcRdC6uI2pp4UZFPgs8sExNtEmPZvqGB1+L0pEtD1JWxOkBPDux2XSzaI3EHvvCve7/WD+bYM35u1w3//uzC76nYdcvvPPG8211h0NUo9dLiY4MGfBrjvnHbfjmvR49d02ygWk2mz19DPirr25f+8bGtMQ/leM5vyuepS6gnis5qzeIZORefeA+XZB4oOPr5D3LPg6thJmFNKHDtOn7hsLF5HjiqydB/HLg5X8EX2ydw152HkzSD/lGgk1U1qJqe2g7RXIraFWqFwZQirKst6ODo4GNNlekgorTnvPKx4vOXLxVwX/b5XwDgoxf9zj5fr8eKR8+xj3ZK21NUDYOuMoxS6E6GjyOIAuziO/OP/89KP55A7OMl2Qo4tIsJXoll7iEQh8p5LCeeSmTCS4Fveu+3Agy+Ayil/gT4v3tzEGUMqlajOv5wtrygjk1h3Wf2n7f5wYwT3z1FrUw46R1TxC2YOwlqx8zz6n/9/7j31X8EwIUZXJjdDewOgZdJOGZNNMcj3REeaI/zQ+u+xV9ueCHnnLwBgFdvuIwHN02Szmhq39XYONjZVMK5Shcscc/QeCQnWiyoGjFxu8JFGl05XKTJx2XYmL4Ik+1LbPzf+z+ZfTLxktN/E3vkSlRh0YevQs928LUU/8DD6CTBW7tfYbhKa/TkONWRq+isjmgfDiLF+/SL4//pPZT9Bs1bU7zxtNfFFC348Qs+zztWfoev5Y4f++JPY7sxG773T3j5hbtuOn9v7khe0riD4+OljlhNpbyyOc/Z37ySf9PPw3uYnmtiexGRB5woPEc9QSfoil2oCjZVRH2P6Ym3va3Hw8eFYwPP+/+mhmJQy4knww09EFGMO/K1lu5MxIpvG6r6KKbw1L9wN25PVlBKo+Mw9UcR7MN0aVotyFLu/SkDumTNx3bvlj8dYv2fXMfYLRn1bY50vqI/GbP9khI1H/H2iz/CapORqphNi6PUxvqcOf4Q71p5OwAf6yVM6k4o9EqclST823H/zbnf+mGO+eIL+JOX/Bm39I/k9796GQDlfBPTVdQ74kijKxFTjNsiPBYvWqK+2JcWk0ErwUP78BibKLJZ+dv5r7zhMdEqjxd7okE8VXHJS66lvS5m4egJxu/sEc9kqNJSrmxiHklxvd5QHGx/hFIK89wTqBop286q0TnC4+pPv6RtEOv/8lrgCI75xo0kmSKfcLz/pX/PK5vzMPYgfz2ygpfV+7zsyJvgyJuYdV3+vr2O/9UUwOf6aAFo8ZMj22id8HHeedfL+fTa+5gpGhyezbJQ1fj0Q8dzwort1E+ao93OUNozUheVvblOjWrEMnecYfwuI3a1hUJbFyhlGmXFLUE56K0wQzem5cbAju9Qiee8fYreWRa+GYEdJ+pb+hMxzQc6u9C+hhH46SoKc8UyG8BKK1Qto1q/mqKpWDjOMXLv0zRfuGYKo4X2aHKYPg1efflNfHvucL6++Qj+ZbLFDzUW+fhJ/8X/WXM4O6rWYx7rUyf/J/ed0OaKT/8i4PnMvSewYfUEa+qLmLYmakM6C0VTkY+Jpki2XVG0pPEQLfRJFiXHHdhCKutxkRaHjIY4VER9z3k/csOyGmeD+K+LfvdJXK39H8WIYe64iGQho7ajSbZN7mf9zTv3PHZDKGOERv4YvTXv/fcdqHN+Ng79eCqLCa9mJ4qDUmqt935z+PUHgL0q76okoXzescyemAXLoqcnKuH4a6ZwdY9dVdAY6XPl+jt596qvkaoYzl3esb6/0eFXtk+gjefrzfXMLNT5P1svZcPCJA/csZZ0Touvbgy2Dsk8ZLOeZMHSXhvR2GbBeagc0WKOTyLwnqoe4bWiyqST5vWunMenc3zslndz+aXXMHtqnVVfnoXI4EYyOPU41Lfvxtv9r9i88IIjWVgvokCm2H+w+YMZ6//wemhERFtSilHond3jDad+gVePfpt1RiTgOy7mNafezItb32FQMPn1bafx+okv8jdz5/Bgf4IrGnfyxodfyJtXfwKtYM4lfKFzAvMLdeKkor+5QdTRuLU5tu5wHUPUk4RE4Inic17WteghlFLsArCZoaobyoYW4aJIXEGeMTFSQqFZc8YWqlvW0LxvAd0v8LBbIUFFMTrwxJXSsmFbZqg4pnPpc3joxQrCv3/lbw+dTerexknvmEJPavoroLHFs3BUwvQLS1pjXX7qnC/zkyPb+LWtZ/OuVV9nLOuxemI79SBXfnvZ5SU1gBiH48OLKxgxfQpv+PjsqRTWkK3u8vubLueW+49ALUai5bIQEtppQYGZwmMTEQ9VTmx/deECDNdT1TRFy9BZq4g7SKKbPDPG7mc/9quc/bobmT6nZPqciJP+wID3RLNdbD+XoleWgrX7h/5gDNVoxqaL6/RXO/xyfG8PsTjmw+9DRQpfaVzsiM9Y5IxVmzk3exiQzdePt3a1FB7X9WEh4S8XVrGjOpZXtG7h+LjJw8UkjaTgJaO38rH503iwN8FNt56IbhtG1j6EUp5Wq0e7XWNhc4vaQxG6gKaH0fstLhZxRV2C6QhHfeBil7QdRVNT1VhCjD3N487fuopjpm5kxWsewP7mSlTlad0juyxbPkpJUmkRTWzURewZ4JHlv+bcpceSj2iKMaht1XuFnjjUYv1fvx8TJ6SzChfDqu99iPet/28uSBf4vu3HcOaah4OArcSbxh7mtQ9cBCvuHD72iV7Eqckcn+iu58r6Rl7+tTdCz2BGC1CekSTn5oePJOoq0UaIoLNC4SJI5wQx09jiyLb2qFop2XQZ6DgKrxU21rhUCgkD6sPAGviZEP1xeR/Tl+Yc+fcRVSvG9JfyBJ0kuMEY9k5sSJMYtMYfbOeSZ+NpE09JMUEpVQeuAN6w08MfUEo9DwHRbHzU3x4z9PgYsydmRH1PuuD58u8+/ZJaCF7LXcXoc+eZ72b84NjNom/gOiw6x2qTDHliexPmrgbFmOPLdj1VJ+Hz9x9HemudmpJOrk0hnyR49oqQi00U9e2WZLYg6pQo5wT6Yz3VaER/RUw6U4ktU08SMf/U2CwfkPjUZ9465E9WK1tE2xeh28M3artxyZQxqCjelSO5HNdRrZg71lCMQz2U0O54GiYHeNDTCfXNYkd2zvqNQZiuxbeLPu99+Hu5d2aS7zvqNs7PNA7Hr289g3+58ww6J6R89N7ncMPZ/4zB07EJfzR9EV/bfhTbF5rk8yk6sXBXi0ZXKA2+0GTThizkyTZFnBrigZCouDcoLzQcXXlQ4u5RjOgh3HE5Xu6Hemz8cYE2XvBJQfvoTh+74YFdCgmm1ULVMrAOf9hK1GIPv7AgntPLRCb4OGLHaRHRoiRnT9fQFYx+V4TWyoZm8Si48OS7+fY/ncKffvml/M7hjmRNF608R49M83BnjC9NH8t3W7fwzodewS8d9t+sizr888Lz+Jv7zqHbS7ClwVtNtDmhWl1wh11D4/YE5QWCDsLVzWYEcWAzcZlRjsA7FzE7AmrXxVoQNrnC9IKV2TMjpwUEpnvUnwvlrVhRJ7t7K5QVZqSFLwpUmqLSBFWWuPmFpQ5vmkqXbMcTvMDOERmKsYTeOosuFNk2w52/9TSccwFXGNRCBInoabzoyLtwXmGUoA/nikzsH0P87eIEr2nN8Ip7ruStR/4Xl9TvY87FfLdcxVozw7yt0Sti7snX0LMxW3otsdI+vmAk6pNGlnY/wS7GRLMRjc0eZQVV01lrpHvbARDHE6wnXqyASDq+obnsnsr21X6O+6+6mis/90sA6F6Jmm/jtk+j4whXFOhaDd1qChJubEQs+coSsnT5xYQ4Zv4YWb+y5Yz5QzEUNDeJ29YnnjMAIGcsFilf/vzJXPi8SW469d/4k/m1WDSteNfc64paxQ/d9wN8674j+MPV85QbmlB3VF0ZXN+690iibTFpF/CI1kZwwcHvOn+6xKBLQdy6WIFWYlXpZa6Oel6KDI9tHPK0iwEa8+i/vYbepCFZVGT3T8Oqlfig/xElMb6q8P0cvXJSEGLOypx7z1N59gcuHIeO8KF/GuanT8nU7r3vApOPeuzH9+lgcQQKatsrdOU5402yGXw8S6tDMaIeFCOwedM4k2sWuK9YxTHRg/ze9Av4j42nksQVx41Nc0JzK7fOr+PI+iz/e8VN/M6WK/iLI2/a5Vh/3x4nX2HxqcP3Yyg0tkrEBieWZNZr8aCub1Kksx5deKKuw5RO7B8jDZUGDT6Rzq7X8Ln/9ys8/ydvJOpadG53VR1/BsSAP3nh91+HO0wEc1qfuWv4d50kEEXoVSvFUmzjg/tMfxjwXOO2J+56TvnVqaeV88gglBf+YbeuuGd2JWdPv4rZ+8bxoyX1u1JW3lrxkeMu4u9ecDZ2JiXdbrjopbfyO4fdzO8cdjO5L/mz+ZP40j3HcPKRm9k62yK6s0FqQPkYE7rfcRtcJB0xk0N/UhSfo650DsQyTzq3NoGoKxszb5YWCBcF5fxnYHzhRR+AF8EJ75sC1nDU274kf1AaddhqitUtqkZEZ00EjLPiIwv79kIK8NB4BNI5z7bzLes/eB0bX//0E16sb7PEbcu2sxJs6rnp1hNZu8mhS8/IAwqbNPiHs1+I155jn/MIl624i9uLNbx+7Wc5Iurw8c4J/Okd55HPZZhGie9GUCp85FHtiLLUjE57qpoi6ihMH5IFhkJ1XkOy6DClF6G6vkUrKe4W48kuWYUZCDE+w5pDD/yUFMGe980pqtOOAODwPxUqCd6D1qjxMdT6w3BJhAfM7ffv07zrIoUqFY0HNNms5+jfv+GQon7sbSjj0LlCdTUTp2/n4xtPorp9lI+sPJP6gxHpDBz7nDfw2ks/z99992zqn2ty/q9+gGvX/ysnxQ2+U0R8t1jLlxeO41tJG41n+9ZRPqRewBEjc7SLlO46y+TqBSaTNtYr+r2EZHtE1F7q1FZBb8krKSboyqNzN3QpGUTS8diSZ1QRF+DjF/82fF6Ec8vmGHAkR73/6yhj0GOj2CNWUo6kgafuqd+2ed9sqJXYIWfTkM475o/RnPwbU0+J3fmTDZt5Fo7SVDvpfG6zbRbaNWpbFZ2PrOH46Z/EziWk2w3Zdtj4K5/aRdD2m989ingmYrrWIOooWePaoj/jUkdtqxIR0Ei0lXwkRRjRRIC461CV5LqPLiRUtSX6iItZcs95hsWG17yVM2+aojdpaB+2lrUfeUD+4L3QH9esQFnL4vGifNr65iZ8+gyqBj4b+zWeESNj/Lt9eqsSaltzJu7oMXPy/lFNPVhx6tVTuKZ0yk4+bhP/ecJ/8fK7X8Z7d3wPANGXW1QF3FZbwS21E6ltg7sn4Dk/9gjnjd7L6x8+j5ouuWN+NY/MjdLbXkeNlCRZRbGlTrZDVMNdoOvZDMoWw2pt3HFkMyXxTA+XRNhmjM4txFKO7a7NKFpqCFH82l9ezaVXXvtUXKqnJD6244NcoV85/F2vnCQ/dgUAn77nA7v8bTmx6ps95o7P6K1Q1O+0TN759OOMNB40KAvtI6A4sUd32wh6OmHsHkXcSTCFQxeO8Xsrom4dbT3JguOr/dN47SsMP7zy62wsVvA7H/0efOrYMDOBLQzahOLAYOMUrMWSeaHWFE0Zw17JuFZa6DpRz1JphXKKsmGwqRrydL/2l1dzzk89ORXwp1N8wv0TAFeYHxk+NndcTDECjUc8H9vxQV668o37dOzDvtDnkQsylFUc80+W+1/59GrdPP+1N9LQ0Js0zB1n6B5uZSxvi+iuhmTeE+ViH9p4QBxAHpo7gi9d0uO8cei6hC+4mL+97RyiDTXM+h5RYilrCjOTid1j02EWxJrPRQNdmuCd7kT/wKZipagqD5HCdEuqRoytRRRNLYr4iBDn/6Sx+7HZPwXgJeM/DUC1aoRHLhLHosM+1+Fj83/OSyZ+Zp+OvforsLBeeNBrvgT8/P4444MXJ/7WFFmVES/Cuh/YyP93xKd408d+klof6g9GZNshXXRMfEfzTw9fQnNONlPf+39+he5JOa86/Rt8Y+YI7r1/DVGzxFtFs9Un3pywfXGS9hEJvU4qIqFO07UJi50MP50SL8o8XNUUxaiM5WQ+IGYGGy4FVd1gCjfU9XjBj/3PGbsf7/8tL47/1/D3qmHoj8nF+dyGG3npyfsmsrzmaxVVqigbmlXfLNl25tNQp6Zn8KkDrSmP7PPcr/wo3e0NvPaM3BkT9WR8jX8iQ1tI5yq6qyIu+883c+nZt3PP/Eoe3jSJ6RjsYTnaKeI+mFxJPpA5mhsM6aynP6GwodhV2yaF72JEkc5L88w2ElyyVCWQ4pjoiAF840+u4oU/esNTdKEOfnz0wd8Glubc3hEtbKLorDY0tlg+unGKl5z6G094HKXUCd77uwffD+Q5PxuHTjytiwknnHUMH/36jVx+6a5qzE83VEL3MM/J527AecW5Ext527bncecDa6ndE+x/dniStmyIlPNEHUttR8R1N7+YrFFQ3Ndi5H6BdldHijCr6xroZozskO7tzt7kNgXTEyGa0ftKsc4rHT7S9NbVcQairiHqVnij6a3Qu0FrP/PxX+WZHDf9+65d1sHGDOClR1+9x7+pZXQcjj/9qF1+jxf2n6XUwYrjr5niJa/6Olo5xuMu35g9krs/ewzZdun4DvzmlZPNUrogxZKyoWhs9tz2V6fw9RWnYPqQJdBfqSnuGSGyMpajrqgv6xLhNBpB8KRzotdRNeUxVclz4gBJVKVDV5qyIVx0txMy4bHsvp5Jcfev7zr/fcL+w/Dn039RkFsDFeiPbv8jlPrjZR3/hJPW7vK76VRsfP0Tq0gfSlGMKPyVMyzeM45rWuobIpIFMH2PKYTnHXUtLtF4bQIdTHHrlrVs7rbYPD1KdHediQc87SOWjqu2pyTzwV63UNQ3S4dMeemMxV2PrjzOCPUmWfAo66VzmYtYqDeik5CHDUiyIPfRM33s7skmcFBUuOL89wwfG2gifWzmT1DqT/f6+Mefso4v/OtbeMFrZIOwr2KAT2Uc9afXkZ7c5+vn/yn3V5bnxBn/0h7HdDT1LYIMSBZFADHqOqKewUXQGxGHhTUfj/nYt8/DGWjE0D1cQ92y8OAoaQW6UPTaKTry2EIz98Ao/7DlHGoPxTQ6YsMb9T39sTCurQg3x23ZqLlIHEdsAnanjdqjrW6fafFo153/Lv9++POFP7Cr7fVH73gfSi3PQeT4U9bt9tjTDZVw0rum+PlXfZJzahv4dv9IPrThXBa/tYKJh6BsQDoreW7ctlKcihT9McPievCp4wufOo36FmjG0D6holYvqCqDrUG8II2HNNeYXHIMl4rIbdSBiTsLeisiTF+hSy/I3NSEvFfyAx/okgPkHcCX/+7ph1paTuzJUnQw51788iVHioEDy8e+816Uet9u//Oo+AfgjJ2+Pz3iUHJz4NA4j+WE8k9HckaIs88+23/9618f/n75ZddgU8PsCfEexWnO+LkpnAldIidJ2mCj8Y0/eWom5td+7XXcNbuKda15/umYT/KJXsTVt76K2n+MUJu2JPMVurCo0mHrEd4IJMulGlXKZ5dPRBQt4dnaVLoFUXepW2By4TF6JcJzcReaj1R4Bdm2HOUcNovorU6xqfDMTd8TdS1V3dBdKV1HU3hu/os9JwVn/NwU+RgyCQ9yCAdpcJo51NSYD0Qopb7hvT97b56789gdVHt3PF+YP3uyVPuhL72Jr99xNPFMRNW0qNESEwvM995XPTWCo/c/vJYX/fMvM3Kfoj8pi/mar+Yk013ZFMVGkC6NCGcUxUiEj6DK1BAimyx6kkVPZ60IdOGFhx/1fIAYLiELqpoi6klRorvCsHiUwD51CemCR4f7QVkpMtR2lBQtqZc+lh3ZC37sRnor5PyjtgiSghxTF3DbB54dt4+OncfuFRe8F69h8agaX/3r3cftyW+bEkrEZhHF7I8r2kctrTn3vfngbzIu+tQv85vH/F/efNsr+fY5f8+s63L+B99MbRuM3VegS4dpS3HPZUYoX0DViIboLJuI6ndv0ggqZ1x8zEfulo0UCkY3WNLZks5hCWVDM3F7h95qQS14DclChVcKFyt8pIgXK0y3pL+6RmdVRPtISGfg1qk9j8FLr7yWmRMTQe04WddunbpqqPuyJ8u7Z1rs65wLUqCYPanO7Clw39W7j8P1H7oWOgadB676diVFdQ13vOepubb/b8NzedMnXkv2SET5nC5+c42R+xQTd+ToUtYDW4uwmRSknBEHGxeJa5MPzm4DDnhvtViSNh5WlA3JH8oxF3IDLQK3/WCt56QYZnJP57BQ6JqXDaApHP1xgyk83RXhb4uPnS9ceuW1RIslxVhCf1Lm6NqOaigu+vmPPP0oU8uJJzPnXnb5+wHYdLE0m+56++5j8ag//wCtO2OiPhQtyQlNkB54qqiUnc1Hcc7v/xLdIy23vvx3+ZkHvoc7/ulERjdKnmvrBhepYX6Qj0uOMKAymr40FxigES20HvREfU/ZELFFkDFe1RTpvMP0PTZTwzxfOdGnKetiL62taH/oytMf10PLze/csOdrdNErrsOH+dYmCh2YVo+cr8m2q6clTXW58URjVyn1Te/9mYPvB/Pc9jWUUr983K993wcmLzn5qT4VANp3PcLtv/ihP/Tev+mpPpe9jac1MmEQZ7/uRkbvz3GxJl4oqG/fHXJ7+i9ODTlaPoLeKCirQpdTYK9e85iL34GKr206ksN+J2bLyhUcc8mxRF3FxG0wdldbztVoXKwhMbhE46KQfBqFyzQ2ERVlryWZdLHAaU0unrkDt4UqFAnSOU/cE3GkKjOoyuETA1qSY7wiH9E0O5XY5HjorZZj3Plbu1+byy+9BhRkaxKinqI/JhVhkOLFoKv2bOweF7/8OpLpHBMQDXviQq//4+tJVvSoHjyO+qwinQW8oXuYGS5qJ71DNg/ffdfBXch+6qd/iePmRbDHxVqEDmc6oJT4bScGlxhsooe6BS5SktwahkKeXiNCjuXgyw8FFL2W71VN6DlRR0mSnAwEF2Wse7WktlzfWqJLTz4Rk488doX3ssvfTyu3KJvRXaPx8a7cyNr2Z8fuY8XzX3sjIxv7+FhjOiXp/O789XN/4kY4UtHcFDQDeo4Vt+Vom4kQltl3e84nE9tuOoz3/PZP0UoVx8y+DoBVGz2j93SJZjq4LMGnBluPcZE4gPjAp9W5w6Uar0E54TG7GKK2prYVajOO3qQm6nqinhtu9JO2FIMHxQgpKEgnNx+PKGuKiR3iFOGMYv4ETzXiuOs391wEu/KMd5D1C+oTK+hN6l346fWtzyBV3AMQF33fdaTTOXjorlWkM7s/5+jfvwFfV+JMuTKXDfiOTNArOZzxpim84aCP3Wt/4bUct1DiTYX7UkTZcpiew/QqypFYVOgDPcYmMsa8CcUDFwoKSgoEKEhn1LATq0spJuhCYfoKl4hIs5+FRNIRop6jqmviRU+UA16QNcoRNm+OuWNlEr3ld3fPF644/z2gFDrW2EYkGk3FTrogvacf1e9gxfk/fD1xx4mLh4L6lt2fc8J7ZFxmVSzNJCOF3HxM1lJt4ZS3Sr5w+zUHb+y+4ONvxf3dL7JqW4n/Flx0+GtZmK9x+L0VJne4RFOlCpeEYkIs71FVUkSQpoEn6gsixiaiodTYXFKMGPBqiPgSKghEPdGlURX4oKFU1aXo4BJ5fhUFxwcDvRVCi3isuPAHrqdsBkHcvkVVinxiaQuVLD72//4Pi6dfW/3ZeNLxjJAVyeYcunREnRIX611gzYNwsSRwupQNg0s8/UloH6aCijbk44ozfm7qoJ336b80hf7qCFGnpLmxzfr/rDjiEyXjdyzKxl4pbD2iqkdUNYNNNT5SuFhT1TTdVZreCjVMEADixZ3hYo5kUeCOtWmLKWXDavoem2iivsXVIspmhDeKdL6isaWgtalCFyInXtZVgCzu+T3oXGwk05lKjl0gsqh+sNnzT0s46cEIZxBUSDOTLn68pGuxc8SRJZ2RQoJNZAyP3uuHlXgelSQcjDjj56ZI5nJU5VBFhVksiOZ6oDWunlA1YrkXkzBmI0XRUuQjS84LUc9jU0XRlHaZshB3pNhlYyjrDBMHFzHkng+uUdQJFAhCsqykuxUvlph+JaicUr4eHZe85FqqhhG1/J4bqjxnO+QeuuM9V1GbeXZT9lgRdwee3A70Y9tmqVI+s7IBi4drymZENutIFkNhs+059ydulMLDQYr6ZikKZDMlh/1XxMrPxozfvoiZ62FHa1RjGVUroWxG2JqmqhspYMVafq+JbsegcNvYDKP3wtj9FVFP3pNYkinKZkRZF9RYb2UsegmpwuRuCWLrRZ/BJYaqkbB4pKFqOXiM4feii96Lq8f4SEtBru/DPCubXF0JleLZ2HMk8yU2iyjGE/TOuiw7hV6Ro7RHFTKu46yiv8pTBeRS1JMN9Mm/fvDm3Of85hRRKPLr3BK1S9KZkrhd0l+V0lsZ0x8zoeEgRVgX1m1dhbmwTygCEAQ/w/vf6fY1XYXOZXxXNR9Em2WM2kzTHxcLPa+hvq0kma/AeZL5cggZf6xwscwBLtHkoxEu0iKaG0F/QqiVUXc5tkj/c2JQkNelFDRR7HHb5iOP6UnRyxlBg2WznmRRPuuoJ5/9wRy7MzevovVQjulVxJ2K8vMTtL5aE22ZTA+dl3QR5rLCC6VxXoohSdsR5Z76VsvohorJ20smvtvHG3HDSRecFA2MWEUn8yK0rEtP3HOSKykpSJQ1KVQkbUdtxsp+wIi1tM7l69Fx/itvoKpJEy8f1RSjEWVTKETKeu57y9XPKMeH/4nhvDqkvp5u8YwoJkQdi+7LjqEcifF6iRs8iAH0HyWbFuWCInEmkKjehCKb9rQeOrgLWW27R5UWVVSk033ixUJQB4mhHEnIRyWhdYnChq5DPqIomrIpkw6ZJPfpvCdddOhKEh2XSIU3ysVyTBcCCRvY5eGhqhm8Fp656VRDzrmLl6quo/d7Vn/DcsEPXr/b+atKBPZM36ILT23aUd/midtLlpOmeLbb8FhRjKX0V6X0D2tStBTTp8Exv720sdr4hreQJaUshmEzbUrp9Na2LlnFDSrwBzOUDWO3cihrwcnn7BKDj7XAbVNNWdcUI5qyFZLcSIoAyjLkJppSEl5nBOJYjATP8r7wdNPZAedc7uM0JEfeMITG6grSmZyyFdNflZEsWOKOQB3Pe9WuQkr9yYiyIdOfLr0k2Z1BQUOeY2PF+T+8+5h/NiS8UejSUY6muERx5humOPMNS/PuVz90NbqCsimfpWyktRQ5204KRArSebtHZMMBO+8IorYIzrbuXWDsu11Ut4BIU4ylFKMRxUhElWmqVIoHLpb7rGzooRuIqqC2w8lY7Dh04XFGxrJYikHZ1CTt4CqiFUnbkSxaoo683yqVMZjOW7prEuaPScFD617Dqq9qXvijN+wmAmYzKf76NKasK5JFPyzQJIvhhlICyX02do8BVaF9WEx/BfRXwPoP7nqt0qzATMdEHY02niwpsSOV5AsNGdMm90Pk38EKVTl0btF5FeZdOYEqFLlsuoQ0AJnPdOlRVXC8ycU9KOrJPGdKhghGZWXNTucCJN7LnKpLKUDEbUeVIsKLoUghyAfZCObjMb1JQ30LZDNw5ht336wqLyK5OreY0mNyS7YjH6LScJ6y+YwAzB6QcLHCK0V/3AwbSDs3wO5+21WhSy/X0+SS4+Y7aVyks1Ls1AcxX9BhrdelQ1nP6EZH8xEHTuZJlBSsTOFFEHzO0dhS0dxUUt9aiZZN7ok7VuhgfReaFQpVihOZctIAq22vGL0/Z3RjLs8Lm3ybCk0y7jrSebfLvVvWFc2HPNmMFC/O+d+7FrcFTamI207yFiDqO7JZyTFA3t/zfv7gFWiejWfjUIqn/ax9zk/dSC3VYJc6MV5Dfbvj3B+/ERfBzKmQxAHeFCMlFBesixy0Dw8VfK1QznDWz8iEcKB1FG757atkk+Mc3hhUaSVJjAyLR2Xys5LOE0YNk9oBVNYEXvewQADDjoFN5TpEgUdeZTrY4cjkrQuH11K5RXtMt8JHmmS2T9VKyMcjZk5S6FLRfHhpwh/EZVe8H2U9kXPodgGtjGTR4hKF10LHMOG1tRVI/+f+85nNg1xueK2kc28UTskmO16UIs/Jb5MxaM9cJIkiqbpHUDVBbw6JYempbVPk40Ebw8JpV009Jsd6f8a3/uAqrjznXfhIo6qlVdmlMboUDQ6h3khxwMYBcsjAxlFs7gSd4fFOhaRVEp3mI263RF0QMsJTHIzHqjboDlsRIG3GLByd0J+Exibp3kT9Xbu0F/7A9ehYku6BmnM2I8fUwa7vjJ+bolV68lHDuT9xI1/90DNbQGw5cecDWznluYpshxSTdCnIDkGIeS78/uuYOSmibEHml6xodSWfoQhkaWymRFU7fAbnv/KGofr7gYxkwaOLCh8bVF5iSouvJ3TX1SmbZkibGaBdBnOqd6LLYQo/LAbk49GwQO1D4TbqVZjCUdUNcSgylE0jxbfK4zJNORJJ4aFwwwLA/CmafIUn3SEWkrryuxUIL3npB9DeBz0cLR05KyiRwTrgjUIXDps+I3oF+zVe+OobaHioEh3WSI+tO3TPcPTv3YCyisNP3UwtTSgDKmFstENiLJ16RdmKiBdV0CAStNjZr5ONx560bvZn3Pnuq3jRxe8D5L4jBmU1VSOWDmz30WgUP9x8Ct3GB/s7NaTFKAs6/BwH1GZZBzTUtwqVJ1nwpPOWeKGkt6ImhYeBe4MHXckY3PAKsT9sblDDguwgXvijN2D6nnohjROfROjpgcaNQ1s/tOTrT0a84DU38JW/fWaL3y03bCq51UD/SleSM3izNAY76xQ6E/SBWMkKzaVK5bEyuIals+KGdMbPTR0UPatsB+jC4lIjSNa5akjZjbqBDlZ5vB2MT0/UKYWukxnitkVXTnKlWC8Vy0qPjxWUA/cdSzot4hC2FqMiQcdWNY+8CGQzlqhbkU8k2ERLoSCGZLsj6ilstmtX+AU/duOwcOO15C6CopDzsanmgh+8Hr3aPCMtJPchnoXF/Q+Mp3Ux4fZNWznldJg7JmL76WNk0wKTdrGiiNRwg216slHpT0Ax7oc0hyIoHJtT51nR7LJpyzidRzImbheO2YHemF165bWMPCJe766R4DXkE8kQPoVf2tyUdZkIfUAUKAdxEFYc8Mt1KfxFr9SQluBiqNBUmSKdDbszo1DOYzODSxRlXRM1I3ThiBdLXCQb3HRWnCRqM0JlKEYMF73iOoqmRo/HRHlAJZQW3S3JFnpU43WUS0gWQzKrRPxpT3Ha1VMUo9Lh65/UZ/WKBSZrHf7rot89YNf8QMTJvzFFNr28/7njoa0ce3FQIm5LVzzqQ7RZIOG6ko1ysamB7WlGZJhgelDWFLVpx8KRmnROOvT5qKK3WsbKqW+WQsRjiQjtj7j80muInAs6Gx5VVLgsoRxLcbEssC5SVHUVurWBY4vQbOKwGSsbRtArpWyQVOmGSBabmqBurwLCwZB0HMmcxccKFxmyGU82XQU0j2LhyAQc1LZCfVuFDx1hgAt+6HpB7AQ0Q5WCTYVbms0GhedYqDr9cYVNNEVLEbd3Xxsv/IHrBUHRUnz9T6/muH8UtfmnSgxzX+PRCK69DZN7Zk7O0EVG6+GSZMGSzBVCb4kUcVs6Y8mCJ1nwtNeJiF2VKVxs6K1QtNc7dK4YvVtLIlj6g1K4GbtzQbRiYoNtZSjr6K6ro0uhaynnh0U+ANOTHb2Pl4rWAs3VpHNWEs0BtS50x6q6IZkrUaWjGJfJuGxquivlnleVFFWyWSkg98c1UR+yu4RCYUoRrFRekHcX/ND1IkaaKLwKlpH1iKhrMf2AcqiZUIwOa5/efdye++M3ymcQ1gf1smnqScEXXvSBA3jF93+c/BtT1LYt73/uuncLz2/mbH9eTYQGW2AKJbpEmSPdYaiO76HxlJWhOrLP+HiHWlzyyPYxXKnR6/qoTTXSBU8+KkWmeEaE3F74ozccUPX3yy+9BlNYGYOVQymFbyzpKDkj95dsdgLiwPuhWGg2K5oGVcOIAF0pVEiTy1pd1WRjlSwKv9wHXRtl5RjFYelQZFkcHKwIPQbv+YnvaNJ5hy5CoW1Uc+bPTpHNOJKuk3thNMEUEdFCju7kkh/UE9KZkuLIlPnj64+ZL5z1+inq2ypQipv+7S2c+cYpyubuTgqHelx+2fKcHEBy3TW/lOM7MbprJP9blDxQ56L/Vd/mqGYDKqHwFE1BLdW3iMBwZx144+kcAem06BC4BM58wxTf/OMDew0bmy1msY8uYorxDFV5TOWJFy2q8igveatLNHEuBaeqlWIzI/oEAUUrhSyPKp3o9VQe8jBHK2Q8JQYXm5B/Qn8iora9DDmCoBlKJYMsH1F0DpOCd9eaXYq3L3jNDULfS5YKZ0kbTClOP14riqYhna3Ix6ThU7X2/P5PeO+UnHsl2lb/++b/DcBfnPMXB/S67884/v1TxO29euolj/r+tIlDxY/gUDmP5cTTupjgIshfMc9JK7aRmIqvPXgUZTcm2haTzEvr0qZL9nGYgExQkMzp4aIVGUcjLlDGU60s6a6Kqe2QBfncH79xjyrl+yOSmT6qsNiJhlRbERiwVwTvcQIlYadFPVUULS1dhnANTMFQG8FmokjrjHTJ8EvV1LJppPhg5UGbSZFBWchHNN5o1MqIdM5S31xg8ph4sUIPUR+Gz3/kl3nBa27Y6bGdQmtMp6BsxsR9S9STBHugqL9zPP8nbySqCbUkH1fo72TMNjImL95wQK71/oyLv+cDKOfZ+L+gdVtCf52nv2J5x/AKFo+zULegPL7U6K5BlwpVSmfHZpDOaLIdoWAUCcy/9YhU9eOOPB53PMmCoxgx5Cs8+YQiXWZxYzlx+WXXYHqldD0ihcpLEVysx5LUBv6j8kB3J42DvnSfyoZCOR34ktKFVaUUEJQncPE9ZUMTt0OnQSl0JUr4KCjrsjlNFoTzWLSkKJEsDhITMP0laEM5EsagDwd4VOhCkmevlMAWldyPLhKI6M7x4he+Gz2RoivBS5/9uhtpNBp0LujsdtxDLc77EYHMzx2rSRYYiqUuJ1wE285SVGMVqlBUtRhTQjwRoa0nH9WUTel+NbZayrokdfWtAY0SCULBJw5vDcUosKhIc/nsDuSm7PLLriEuLT6R8aCsw0eGbHuON1oKY87jC01VE3ysWN3pJU5sQCtE3aB54GSzJd0rNYTTmnYOWoMWVFl3lQiDKSdQchH9MngjxZlk3g9REFFvaX6tGo9Nxh2I8ppCUCG6W+FiEetVe9BNiHqOuCPUvrKu6X55kh7Ai/bL5T1g8YLX3EC64Pjcf/4y5/3IDUzmjrK5PJKyN4ot59bontYnTivWjC+wrjFPIyr47twqOB4qaxhN+2yZH0Fpz9x8nenOKKpQ+NShUsv8SZb+dkO2Y8kVYaDTdCDzBV06WaO9RXkRm+uuSSmaalio9Qax4PXyGZt+KJ7GoltDJvPaQLNGBdG6/kTgf7tAbbAe72ScD2Y/NxCrC9S6wT0Rdxw2UdS3WsqGppgIr2E96fxj80C8Meh+QbG2KQidtjy3P7Z7e/eSl1xLrW5AKUzPcuEPXM/YQsX2M/ZhAjvIcfovTA1F/urbHH7NYwhQPU5kozmvP/Mmbltcx+071pAYy/bpFr7U+EozckeEzQRFYgpP+zAdCoZKmhR9KMtQLO9JE81FITcs/QEdtxe//Dpa988BUExk6ELoOWUrBg1KS1NK+WCbG2tcvSborUhoNAyouLmVhpkGG4kQrulLYcElGtOzQuFFcokq09S2l0TdSrTHMoWuFEmvomrIsZMFaaV314Dphuu9B1HWQURdi+lZeqtTQX3UNdoKfaKq7z52T/6NKYwRemZ/Ek78rSngNM576a3790IfgDjtamk2VBfNU441ee6FG7jzvY//P977hZ2/Pxv/M+JpXUyIayXPW72Jrk04sbGV2tElt+44jG3FOC42Q8h4MicQ8UFRwfQVUTcktBEsLtRYmG6QNAtILMVozOgGN+xoHqjQCz2wViCLmfDLXSxcTFMK/9ZmkrQOElevRR/BGek8RPNBIyFs7quadCbithtCXqsA2/JGEl8X6SEEdgCNNaUkvHFbuhfeiFheOhMSUg1f/rAk+I8FP3zJ6b8prxMryjgaQtBcpMjHNGe9formZin9utUGZRla/fXHZMOxbcN6uOhAXfEnHy94zQ0kkcKjyDZEFKNw2Kkiq7ycMog3oEcLao2CelIwu1iHmfoQDq6LgUr8wCZR0V0rXNaiGZAjC46iocl25PhI0disySfA1vywq3ogIloMimVKoYpB19aIdWmk5PHKEbcrbKKH1l8+OIYkOcOkIZ23UvCKpSMbzRXoXikdtVQEuVAKmwqEsEo1+Yge2pzlhdkpARYoutdybr1VMbVtoqVy07/tWRV/EOe96gaBshvIxzQm90Ph0d4az0WvuE42gTv6ofMh4zqdqyiagm5ofr4Brzpgl/1Jx5lvnCLKxHIr6ofrN7H843gDulSsPnyW2Fi2LawhmRf0VNwVVFTUE4ErFcQAo54UNKtM3Gd0CfUHIqIewWZLNjwHGiAZzfehcvhUCa0sjkMBQaHLCluLKOsRUej2i6OIGop3gSSPUry1ovGRCew27kqyWzUiKTA0pbNWtDRFUwoJUohYErRNFgWR4U2w79Nihdaua5qb3BPSPgZe4C6S4nA6bSlHBGXWWRtx9k/fyPidXREabRe441uCwJi1JIsOXRnK5qEv9uS1eM6f/LYp4rUapzXF+PKOYVMoR6HezHnhuo2cN3IvX1k4lumiwXy3xsL2Bs0VXZKoosgjXGHINiRCz0nF2cBlmmxVl349weuUxiPyuXsVxu8BDFWIYLLuWVwa442hN6mxGdQ2WMq6ojYdxpMGEDpDlIMNRTJtPQ4pOJieFKCVFycGXXkRrbPi9tRbkWAzhS+X7KVrO/zQJcBmavh4lItNahHGkimemPZx5RnvAMClGpfqYd4BS9fy4pcJYkZ72fSWNQ0YTM/iYsXkbXtQzzyE4sw3TkEmP9d2OMq6on348sfJSNSjpfv0bUwtLplp1/FWoROLg2F93BuhrrhIKA2qGghhyxrpc0W8uCQem87J57nH5tB+itoD8yjncFkiqIJQSDB9KSrYWiQuCoG+NUApmL5Da4ZIRTXIc53YTvswJ0fdElVaotkKn8ZUTXkd06vQhR7qiuhAB6siiLoqFM/ktcomxPNLjY/HozhfdoVYcyrrJU+LpAHhIkOVwSm/OoUplnRITIrQLXtQ276kGfWNvzsNzjlgl/1Jx/N+fkpE9V46g7Gac0+/l4sn7uLfn+LzOlAh7reHxlroD5HzWE48rYsJVSfmy587Bbuuzz0jK1jYNILpaHQEUVuJom2foDYebuxQSNB5EC8soNyRopSn0FBr9Slj2XiXjQP3gb7o4vcROyfq94MumZMOqa68LKx1EfuKHUPrJ2+WLH7ijiOZFweLzpp4WGgwuSOZrwLfTOOMCYuM/M1H0pUqGwKNM32LijTKhQm8sFT1SMTTWtJ6uenfn1jv4GO3vBuQzr2PFKZ0FFkk7yf3jGzokU+mYRMmE3zZ0OjKU99WLbvTdLDi3B8X21CvwQBFKwj3VZC3PNu+unbZx1QO9KaM9mREt9uitlkT9YJ7QcrQ+hCWNDLEn0wSrbKmhh2kfDxGeekCL6yPcKkfigQdkAjjFoBK1PzLsVR0SJyIhA1h30qKBChCV8APqQvJfEXZWrK4jAqHCiKOXgUqTi2iHB1YoIrIWNGCgeWeTYNfdD9QLrRsrKJcimKf/tSv7dVb+tI/vpmLX/YByqbwM5WTTeMgcY7nS0H1VA4N2FQ6YvlYRNw9+EJsextnvV6swmwCKpLPoAporajH3sIWdwmdCwd2+z2TKA+tzQTOq3RB8bKZKJqapC2blrgjqu1kYqeIkgS3qsm8nE3LhqU4gBvbF130XqLKQaRFMFSDLiqqZhIKr4JGqGoaUy4VY8umdMAGziFxewnm6pKwYevakLyKuJxLjdDIjAoieIJGqOqhGGODwn6wxVOluDFExhMHRNeX/vGJ0RkDHZrLL70mOP0YKQpbmR8mv7ZD+Omh8Ne6r0PnSLEkMLkjaetDkud78tumiBeF8mVrMBKS/HhBrIprW6HxyDIP6qD5IMwnI3yZ9WzujnDPtpUUnYRoS0Liod9IaMcVrtLQjqhtC04yTdCFxnUj0tEutqaxWSLFsYYWVGB64Mbu5Ze8D2MUVc2gewblLBjZzA86seLsIfxzb9RQnNfGATmhgguEFb53ORJT1TRxx5HOFFQ1g3ECBS9bEfmoICB1CYtHGLln++yizRAvWtLZnKoekylI5+Vcnqh4C/Dxb70LgEtffK2cf2EpR2KivsdZKSTIegGmX2F6oItoqPlwqAqen/nGKaK+rAn5OpnvvvuOq3jBj91I0RJUwHJja3+EP7n3fNrtGko7qukM3ZcbN86FmlKlwQZ0ZFdxxWJEEI0m5Bdo+RxVcILxWg1FZQ9EqFLQAj4L7h2FrM3FaETctlQ1yQGTeREV9ZHGplKwj3o2IGmD5ocXChrei/PHYi7HB8k1SovplLjMoPuWfEWGzaIwjj1VKOzkY4ayrvFhB5QsyDX7zo1PTPf49Cckp7js8vcLpbNm8JE07dKdevEDvbOoJ05xVS04acCBzc+eRJz5s1NL+hDh2jSTAucVm7stfnfzpcBnn6rTezYO4XhaFxNMDiMboNiRUaYZI+2lbpuoFgexryZD5XdVBf5TmFABsq0iupJHhr5OqM/J4zsnkPs7dC4dV19PBcJlxT847jnpXGWasqFDgSF0DRI1RC7oypPMiRWTTbVY3AzWgyAs57Vs3gb8dKmUeqpYJj7RjJANvCjzBxhyYuiukWLCnmBbTxTKeTwinKOcH55fORoqxoXfbfGSBeJJXdIDEmf9zBSJ9agi0EwCTBQvNmHpjBL49jJDWUhmFVE7prlJii1lQ1HVZdzalLDqhC5+tCSalY/IwpQsSBept0K69rUdwi3UuSKd95z9uhsPjCiYUiK8WFQCt41isQhVin4txqaKdMEOueZxR1FlGmPlsxfOoxdlZ2fQ1pPMFei+RVk7RDngBeKdj+oAjReut80gmZeu7gAObmMl/tuB2+h3Elfc2xiI65m+G1IlilFD1FZBX0TDaEy2vb/b/yZ70FV4quO0q6dIS08y6ynrou/gYoaK9Nl08JtfZmgH2YzHFFpg1LEkrLqSZElVsmnOpj1R25KPR1SptOTLhhrqwchcI/Ns4w7RvbCZJp1zB0SATbpaDp/GYD3KiW6Ccl4gsHVN2TQkCxZVOrSTsa2sDygqSYJNIbBcF2tMLwhxRQrdlw2ej7S8VrzkNGKKUJhoyPtN5sM8mKjgIBI2gXan4uGy3ltwUgmCZumOHOVTuseOU9s4hxupYYpd1Rx7KyJU4L8fapHOSCIuc6GM3WTRixNHF2ozfkj129tQXubSkQ2K/vwot69ronuatK2IOgG5MJswD8QPp4zfJcry3ZVa4NgOdNcwP9NEGYf2oZPpCTQsSGcOnES+1yrwx6Uza7OI2oyjP67prjCkC454vkRXnmI0xhkzpHXWZqwIh3YD+qYpArlRP6AgkyDs56UIWNUUVQZRX9aa/qScQ+sBP0ToDAphVTOmsyahtqPC74slqZIxXzUSXCRCosmWUmwog6NUY9Ou11U5j48OvSrYuT9+IyZ0/UXoesl6VNBXS3nnckJ1NPObR8Ap0m2GtCtzbdSVz2Fgv102JLeLesDMUkPCJoPipYxz0ws2y0YNaVYvfPUNQ/Tp/g6XxoLw8jLIbCaWzELL1cG21KG1GlpJiwuJx/RKvNEyrzofbJ/FcnogXI73oiViFFUroWoaiqams1qjgNaDlrhjqW+z5KOGKhMrSBtYMso/tv35Y4XNNKZwdEd0ELtcoqcpy1CzrazvOp8PLFoPtTjjTVMsHuMlf5yFgZvL9oUmz1m9le/cfAzZ9CFawXs2nvI4YMUEpdSfA98LbPPePzc8NgH8A7Ae2Ai8yns/G/72VuB1iLv2L3jvP/6ErxHgeWVNozUh4YNiTIQWbU0NLYcGHUYXS6fD9EKhQA0QC0DNEWeV4F2QibfKDuDN4z0uiYL6tgjR2MxgE40uhQMbd8RTuJ8lw2RA28DrDeJycbuS5DaRzprpO0y/Et/yUDX1WqFzAfF4o4ZdhuGE1xAl5ryuqVJJSm0MoEgX977teumLr0V7j6+W4I+DBHxny6cv/vOunYsLf+B6or4k6Ze85Fo++7Ff3Q8X+MmHTaFb12HjyrCL99UPvZmT3jklC/o+dBqUhdoOEQWtagKTS+c93dUa1wiQfSMbv+4ahS4EhjewndOlCGi5SDZnZUOOpyqBhD7aweBARDWaETnwqQgeifBi4Hy3LVUzpmgJ73GY+HuP6QX0QRQ6IrEiDZu7cqw2hDmWLens4gedNXl/8WK4BpUfwhLFooyhR7U3CrtMoIsuLGm/QlmPSw29VRGNTTDx3R4Aqi0J7X9/+Td3+b/zfuSGcC8fOgvt+j+8nkZiqOqKuBOgyQPZiAi8Fmj/ztz8vQ3l5L4uG1LM0hbyCUXegt4qhsgEoQckQxedIhGRuIEKubKSaOfjoVPaimS+PlD7MaXAIZuQWEG/wqUDCg7Btk7QXjqvKEfFprG+tRh2R/F+eAxllxxHdN9i6xHlaEyV6uHGdTDuhYqmhkg5b+S+15W8rnI+0D2kWLycLvclL/0AJmgtoBXxoiAj0q09bDPGpzE6r/jY7buTXS/8/uuG3/cGfXYw4vhrpognoLCK+hY/tJG9+c+v5rm/HBALdUU2u8yx64PWRc9T267QpWEgZhz1BTminEE9XCOdkwKlG1nqIpq+QlVg84RyoiLpBtSJFfj1vtxLex0BqeVSgw/jdqDpoSsoWlCblvG2cExNuqTzDpOLQK0JyvNVI8ZmsilzgQJZZYakHVCJA1eoYHFqck/SdmTTRjqrwaJvgMLNxw29yTjYS8r5pLN733Y99ydupOG85C2lHDvdkWO6BeV4jXRGFtdHz7mXXfH+4Xg/lJyilA8opNmKsmFIFpbuYxsLgmCwZi3ruBVEc4aq5Yi60Hw45IBacgdtvaBNm4K89VoaaYPPcTAnl61A7zVS7BigBfM96FTsr/BaQyRi3FFP8lwXCzIRr4n6ejjn20yojaZnRc9Gi6DioHDkkiAyqxQmt/hIS0G4X+GzCNtMg8OOIBl1JZpScceF8S6NCRdLkWxwLfYFKBB1BC08QAObOKCUemLdPcgVH93QOetnpobrzaESp101BSmMnDJDXkbYr40S9eCW372KY//+fTy0MEZrg6BAHyuUUhcAbweORvaWHlDe+6MPypt4suEV/hCBOz0rwLhr/CXw+8CHdnrs14BPee/fr5T6tfD7ryqlTgb+F3AKcBjwSaXUCd77x73HBcInE7RA++Txkfs9VV1RNKWwUDZk4Yw7DBM5lECbQCb3sgUoT9GNSXzg99ZkYA0Uz2/5nX1XvL3yrHfQWd8aOi4MZIPM9jn82gm8EWiXjRVR14JWNDaJ8NzAHsclQam7W+1kBQnlaIJvMaz8eiPdtrIVoSpZnJXzFKOJ8H3nKtIZKUYMbaLCtRRlfdkk5MHtYrliaOKDLQmtGsDaYz3k0PtY75YA3PRvb+GSlx5aiuLr//B6Gi0ji7OC/sQSeuLUN0+hswDV3gcNKB9BNuvQlXDI+xPSkZ283VK0NN01irgf4OlOOrjViKAW4g7Ut1v645IU5hPC+au2asbudcyeqOmsEVTLqW+eelKuDhd+/3VDYc+yIatjSy+p2vcPawjkO1L4WDP23UW8UnSPqO+iOTLQGDC5eELrwuISM0xKbRYNEwVnRFlc3EyCaGOToXWjstKtLBtLdq9xR6CQcRW0GZbZtYSwWQRUbjHtnKYSxBBeoMRmtotr7f5hf+kf3sz5P3z9sl/vQIYaKemdXpA/WKPKNIsnVkNccDRncKmnP6GI8uUvngPLT4HIyj0wdo+jqil6kzIWy5YUdBpbRCSzygYK8lLwreoBKRU2eN3VMdmsJR+Vzz5Z9JzzUzdy85/vO7Lmgh+8fpiw6crDeEJtsY+Z7dI+eQVxu8J05TPX1hPNFkPRQluLiReKJVFG61C5RTlHNZrRW52JpsyCH3J63aCjVonSvelVFOMJvRUylqO+J51nSNHxWgoKLoJ8RFACte2y5C3H0eKzH/0VLrv8/aTbc6pWLFZ7hUP3csx8F8oKN97gyrPewce/8a7d/v9Qgowff43wjQdCaPmYEscfJ3+rjnKM3Skbgt7k8jZA3kDRhChXw2KWj6SoHvWCuPG4x45X9Oci0JDuEGvk0fs9/XFNVQPfhnhRUqdkUTaP+Zg4IehCc9I7p/juO/d9zr34ez5A1K3wRmNyS2ddRg1Q/YrYeuZPbBJ3XEAPyH04fleJSzT9lak4qyzKxkYZcRap6oao5wK8W4q+cdfT3FTIWMkruuvqIU8K61JDfs5HNFEXcbVR4tCTj8h9LqiaXc//c//vV5b1fk23ot6t6KyrSYE4M+QrWoK261cUo8luDYZPf+LXhjo2h0oc9ecfYGRNTDonaEybqWHh4NQ3T+EmpGBVjOzDwRU0HlKgJMntTyjh/cfQXWXIJwa0P0ErRB2ob/dEXRHE9ZEgkMq6or/WUgVHCJsOCiCeuON5/mtv5Gt/te9z7iUvuRYfazqrDOmCzKUto1D9ApOX9NeNULQMyUKFso647YLmkSOe6VGNpOQTiTjcjInzwmDurE1bonaFi0RbzNYlvywbGS5WZNMyl6ezFWiobZMG20DXpqobFg8XvSWbCmVKhXzCLROVADJuo07J4tHNoRCkstI8s0k0RFQ+Or7xJ1dx5hum9vkaH4iwWaBzfWKSpIDualmjAZR2zM42aCahMPXY8WfALwDfYNiSfTb+p8QBKyZ47z+vlFr/qIdfwZJdyF8h5JtfDY//vfc+BzYope4Fng98+XFfQ0PZlK6twOdDNyFWmL4ntcJX05VAmlyM8LoruXkGybCLpcNA1wic0Qa168agcycdteXGxS+/bsgbjhuJ+OmGklMxllKb74F16FIqrLpSpHNiYRPNFwL5TiKKsRRlPfG82JaZxUK44Vksi/mC3OEuEjimzsX7fbihdwIB09ZDEL0R/pkk9wS7SRubXSC2t/zu8hOiz/y3LPhXXPDeoAQtXGSb6GHSjfNEXcvll17Dpz7z1uH/fvajy0tCDnRs/Nm3cMpbp6SbqCAfDTaOPVDZEnxxXzrSXgtdYYiYMdBbqYk6MonnQVxsIOIzeF2QjXQ+KlV3GxZbvFhGNjdbats1vVXCa8/HRT34rrcv77M8/RensAmMaRXuD086F2p7QeCQ0E0VPqvHR4aqEYuF3gCIoOS+GxSsBG0hCvSYgY2ZFLZUIffjQMzMJgMxriXXEmXlWg20JQb809oOP0RjeK34wr88MWf30fHfX3k7AFec/x7p7G7YgW+komuSivJ0MZYGr3f45Od+ffi/j0baPNWx4TVv5ZgPvw9bd/RWa1S9wncjsk0R/XUV2SMRxTjsi97yzhZ0yjGkLiSLjioVQbeqKc8rmgqvBWFiU/ksa9Meemr4WSeLS8gAH0mXyAVtmOXall388uuEDmMUBGpQ3LZSiFUBUQBDrRmxcYykY90uUf0K10iWikheilTeaEiBXFT107mSdI5hMUJZJ8KcadBJqAIM24vN3mDTo1S4fjW1y1iOeoDf93H06U/9Gpdd8f4hDNgs9KEKyuZZgk8ibC3i8kvex6c+uzRuDxU0wiDueat81s/9FUF99VdAMeJpPqgoWx7GCqo0E/rXPlAQ80mwnTCPpFL0KkYVJpfPw2aOpJWTB0rDQBNDh7HuAzoqChazch4Ok2uKESWCdlZx4runuOs3lzfnvuDHbiQfVWRjBlsTJ5sqiogXLVXNEM2Bj0WdXtwYFEXLEPXdcH5VNtAQvGewlJsgyOgjFcT2RLg5WXRiIx30PapMRJijHkP6ywBppq2g4Mp6KIJloQM/H4pvidonWtKgaHbFee8hnReEJd4vNR6MFMVdunsD4vMfObTG7gM/9Suc+pYpqpqsz/1xRWOro7taMxDgK5pL6MZlhZLPo6or8lH5fMqGjGHTFZFxlIxneoFyMy/aLotHJENnh8GmuWpA1XAk89JJz0fFmraqKc584xTf/KPljd3nv/ZGajMWVzNEHUttRlw3ht33IMqczPbFJWxGxMf7h4+iKzcUrC1bUn0ZuKPowpPNOeK2NKiiTomLDcVYgipF5BkfiW6BUejCEXWKoT1kVZecVjb2aohOBikgDHK4O967/Fz3v78m+cKlL75WrCG93Icu0cNicdzxvODHbgTgK3+zVKQ50Facy43br7mK5/zm1LC4AkIlPeldU0yc22XmOytkrXr8osuWvUGUPxvPzDjYpLPV3vvNAOH7qvD4OuChnZ73cHhst1BKvV4p9XWl1NfLvENVk83XzrDQInTph1VBDzbzlK1AgZhwVDVZKAXKJxsVXWh0IcfprtIUzZ14ZnURhVpO6Nwxcm+bbEsXFxuZNGFofzcUTprvoiqHaedSCAg2OYMJOOpWJDM94pku0XQX3emjuwWmUwz54d6ooRLyEjRMBJtsFmEbsfDPCgda4VJDVY+Gz/NGEbdF4Rvga3/55Ln2A9qGC4WEqmYoWxH9CYFouljzoovfN9ycHYpx+zVXUYwOrqkgWKSIJYtSlQmfdMApfbx49NjNRxX5mHQXVCVCWb3V0rmoVpaoozuUq0uKFVZE6wjwRI3QVAac1SDqJhxAjS6hGHOUDRnr+WrL+j9eXue8sdnR3OyxmaKqaaKeLORCrzEhyROUjepX6E6O7ofs3skGzhQOFwekgIVsuqK2oyTqWEzuhkJMOOFQ5uPxUNl7oHgvzgGQzgu9IQ7aBC6CgWVq3BFo7YA+8UQK+HsTum+xq6SFpPolthlTTjYA6E8muEhzxfnv4Yrz3/OkX+tAxf2v/nV87PHaE6UWMotLIJoXjY1iVUl/5d4hOHYeu1Vf5l0bvO29hs46xcJ6g82WkuUBD7VKxYmke5inu070UqK+bNIHXXEXS3HKK0l0B2ixsrm896xzJ6JwcxXZbEnUl/kzXhQ7VZdKJhlPd6V44FxwNxAhL1VVUiSrfEDOKHRp0f0S3S1QhYz1eLZPPJeL4GK/RFXSlVJDmLjAx5X1ZLOWdN6i7dIGNOp6krZA42s7pCv4zT988gmmDtZpriEIGh8ZvFJSDAGKsZgXv+C3eMmpv/GkX+tAhksImiUelzqhhbQcvh1Tjsg6vjdOJLuM214Hr6G/0tNfuUSRspmnv9LSX+VIVvVYOdomHc1xdUvZFFFQlyyNdVNK91eXYPqCwDGFiIm6SKzm4kUpiCwn0nlLsuDJW5ruSkO8UKBzmStN6UKjQ8azrhzxQkFtR0HUEb2keLGShgWy+QZpssQLJen2nKhdyVifd6RzctyqLi4gNtNDiL6gwwS9MBC4BZlzB/lWlEPzEUd9ixTTlrv53FMkM32idkHUKYkWC+J2RW9VStk0lDVNWZeCwsDB5FCM71x/1VAXxUcMizMExxrU3tMcHp0vdFcp+pNSqC0bMj/mk47u4Y5iXH43PYXOA7U3zEdVQ54/gPXrXBoQPpNdo01kk13WFMUIlPXlv+9kUZx7bKzC/GYl7+uLBhJaCzVhoU+8tY1a6ILWxAsFpmeXdKFcyGUj0SFK55cKCVKkTqia8eACAYTcxKIryZttLZZCQsOQj4jmUtESJM1ABy2dleLObdddxW3XPbmxm27r0Hi4RzxfivZH0NUyBcMidrJgufh7Di3k7aPjzndfNUQjDOjfXsN8NyOZk8ZsPva4h/iqUupGpdT5SqmzBl8H/MT3UzivDpmvQ4VusZw4VAQY93Tl9pjleu8/CHwQID3yCJ9PiH2e8oOENEDCa6EbGjZeVT0IvzmFjz0UasgbE1skRdQOSUMMxah0jJqPAC6o3zo44+ckQfjWHzz+BPTSw3+BdGJE7Me0Jg5iXwTrGyrpCtBIUf1SxOxKi+7Kyu2yRJ7nnChxV06Ubo2CyDDUW4hCoqjluF4rfGoYCJz5WOFzUWiWCnC4jkrhY0XRWOpIDKqO3/79J58YfOILv7Hrol/J+Qhs38umMTmwFob7I57z9inIlrrjupTNjtdQjnt0oShH9g7RtcvYXX+4t9mSlocOXfdiBFCedLRPZByurqSD6gy6JGzOlxALIvyj8NoPq/lVDfxoRdGPUZXCtyThW//H17PxDU/c+bzo+64jKcVayYWxZLolti4FKbGx08FtQWNbCdGCdMN04XCZkvZygCfqUgoH8aIUI1yshfurBN7ojAqCoWCNFsh1KBQoJ+rhA4qDM5C0wQUBo4E12eIRMa2Hyn1CJOwpbE2mxk9/5e1ccd57xE2lleBjSbqL0QiTHexa7PLilI+8E1W28IlHaU9cqyjGYmiV+NTSSEs6fu8yx53HbrbuCD+wzdSVzBv5RBApbAdob1gMxWozbLTqThJZpcLn6XHheVUmcGzTZ5eCRDEKJ71D5tzvvuuJ5yWTW9GfKS1VKyXqVJhuiVeK5mIBlcON1GSu7Zf4JBIXhm4R6AweM9/DZxHeR+Le0cmly+89PonZxRLVCGTNp3o4l2m7dC+CwF9dotGFJw5dn4EVZD4uz6vtePIkyU9/4td40UXv3WVO9UkUHE7UUOHf1uNhceFQjXzco0qFGyvBK/LxJUpUMebxZu+u16PHraAMFN54ijERO/apIx2TCeWoFTOsyDoo5XloPsVHgpoauueEOUlXoajQFyRAd5WWTnEcNhGRdO3P+SnpSj4RXeeyy9+P0dDYYgVh6D26k+PimnQ8rdAXB7RHH0RwTbcUTjqRoBK8w8VSxDKFCyJ2Mv5sqof0SJsKZWOAyhzw71FQJYool3tBh4uuS4idWFIrL/OuLqUI/GSoSIP4xJfexqVXXivIBCCa66OrAptmglALn72LD03Hp0Gc+YYpUmTNKlty0io4t1RBBHFvkQm7jN3Dj/DFmBS+/Koc34nAKahbsIrKKXQutNS4K6+vAuIP5DMrWlA1PfG8DnmYCD4TGm+DfJhIbAGVf+I8FwQNlrar4ToveasnWpQiKw5BeMUGH3JfjIbKobslrpEE0XEpcg8sF00ZEF0+nGPQSlDWE5UigOvi4DhSOarMQMIw960yLRppg0ajD6jjuswvjU37N/ccoDAGhceoL1bIKHEts4eQptKe4uRfnyLKgwNFR/TmvAZvNa4FdrB+P3acHb4/b6fHFHDpgTrnZ+PQiYOdUWxVSq0FCN+3hccfBo7Y6XmHA09s/GQ8+eqS/ipPPuGlWxwF6HOA0A6gkD6z+MTjErkhTF/UigcCNHHH03pALKdMLl8DpVwRz5Lfixb0VuzFO61lYAPUNdKgtSSmuXjiKhfs8xxis+cCrDYvodNDVZUUGPolupOjikoSw0HyGqz5RHhOifp44SDArFwceGKZDv7tfrhpG/DXBf6l6I8rFo6Gueda5p57YDxrBnY6g2QILy4TJj9EPXJCmJ584cHWPMWobPjLEU/VdJSjDj9W4seWj7ktxmXMVjXZQCnA1hw28zSygjiy1GsFca3CFKEDPyddzYFwm8k9OhdxMEHRiEBTXCuxNb9E3+kaWmsXOfU/3vGE56UqEfo0uSVaLInncqpGQpWZoJ0QYeuCLPFaklofxrjpFlKECLZOcdsS9ayokAfFea8VNqiHuyDMRCiEuZih9om28v6inggoRT0XhCodyaIXTqaS7k8xunyu7mPFJ774tt0eG/CXB2gKkx/6lMDOfIbpSnGm6CRo40B76iN9JkY69LvJnsu4TxA+9nSOlG5YMSqoLRd7qrqXQoABlB9uukA2WOk2Q7pDLCKVk42M1+J1LuKZTtA1NRF11KU4TlR16K+1rP+jJ0bXqMoN512h31RStA0rnU9F/Xsg6DWYk4fRL1B5MUTbqH4hhQQ3UOVVMg97L/N4cDTx0dJGz0WiC7Pk/b4EFUeFQmRNtFKqury//YEEA/jk55cQBx+9Wyz3bDPFJQYba5L5EtOr9klT5GBG3FZUTcB4VGIpJiykFtUocTUH4wVqcnnKt15D1fC4RD4HVxNYctQsmWh1GW30qEclibasrHXAywZNWRm/yaIjWWDoCKWr4ACTu6HYnTNCsdRB9K67UrFw9BPfZKZfEbVLonZJtrlN7cF5bDMLhQN5PRvoOLoQmqKqXLDCy4m6Jap0DNx/TC4QcF2KMKhLZXwq64f3nRS0BH3gEjUsUpug6yTrtBwv6gv/Pu4uCU32Vhh6Kw7s5l6XPuiqhE15cWiP22JUvlxwFuqtDJ99mH9cLGNwueE12IbDTZSsnFxENSp84kgaBXFTGlAyHiVPbW4qBf2XW2rbIJllWOQ1ffCRJ56OqBqCiOwc7ilGBHGSzEv+W4zAKW/dO3RNVTfovCJeyIlm+6LDEeZG5VxwX9DYRoqvxRBH+CRasoLWaki3HYjXRm3RSIgXizDWA/pr0DQzKhTFDDYNxUYt9Em3s1vYoCChpEGYr7D4tX1u3QsbyL2Jj337t4Y/D5oZAyv2uOOGuUs6f2jnuj40y8q6Go5jPEyOdLBH9nDjklM+5v97f9kevp4tJPwPiYONTPgP4LXA+8P3j+z0+N8ppW5EBBiPB772RAerpQVjqxcxaz3tbkpnLiN7JCLbwTCpLZtQjlt0avFWgZfF2SZBCT9YkyWLImhX1QWFYHqQ5rD1HEVtmwqLgDy3v8Zy+i9NMfKAJV6QbPnRfvZ2vCkdLUcoGjiZLIPP+TCZ1dLRVVWwLIs0IBoJlJUUGjR4Ff7He3meJugseJSXbpzXCq0HHUGFyh1x5YebNZfoYQLhYpk0BiJ52Q5Qy5W/f4J4tMLy5z/yy7zwR28QV4qeLAxw6Gkl7BxxB2ZPtUx+UwSLqjU5ZamJZsW68LATt6FCSfqBZRw3ii0c1aXoxfhKka9R6J4mWdfBe0ViLIt9gSoXnZjESqKXLPqhKJarBxGth0NyHCmB9U1AsZBgSiXwtNxQjFnaixk/cuo3OObD7yO7vUa8sGddDB+HBFaJqKJLDVXTDDsdqvLDBNf0LFUjIh+LMX1H3C5RlSdeLANcUQts3DNUZRZYsBvy4iVhFNFPrCQWVSbIoSH/facYJBM2WRJO2t+osJ3v5098SYoLV579TkDEoWy4lz73X4fu2IUAUdYKX8ZU22LiSlFNj7J9wlI/rE1jvM2DyzxqnFjOPOs+btuyhjQpmX94FNPR2JUFpY5QlUKXCucJ9nIMi0SCvlFkM55kwVE2NItHyaZ65AFFf6XHH9kj31GXgkIheiHN584z9/Ao6//4elbcLHPn1/909w24ch5bjzDdCuUHriEarB92NX1sQndMhMFUv8QnMW4kw8wuQpZKkjuwuTNS8PKRkWKFEltfQpHCK4WqrGhDxCKSaxOhmDkTLNgCX1d5Sd7LEcAHjvN+joH2B8DHv/UuXnTx+4INoBVLYhhChA/FOPXqKb7vtV/iH289Cz2T4CLZYcRbEsrDcl501m3MFnW2dFpsWMZx03rByHGzaOVRytPtJzivWD26yHPHN2PwtG1Cqiu29Zuk433MA03q26RIb0pP3LXkIzogphw2UZQNMxSD7a2G+hYpPhQjCh+DOXWe039hirENFarye1zvypGE7OH54CQTU65uCSKNgGS0nqohgsqmL5sSF2t8JGuEzoX6UDXjoe7AwE5YWT8UrXM7iy57hi4iyoGxUtSzsWzUdOWH6DIfUI7KhjGcqiE0fX/FZz6+u4PTxS+/DlNaOedQAPvSPx5aWgk7R38SXv/y/+bDf/BismnP3PGKzuEO01e4NTnNVp/1rUXuX+ZxdWJJpjV+PmH74iTRohQr1ViffDElm5fPIZ2B5sMlOtBKTSk5sE0DlTc4o9Q3DeauoG8Te4oxaD7M0H0pH1eUExWnXTXFxJ0F2vqlptBOMdAFc7GRZplzmICw9bEZFl99JLlEMZagqxq6ckTzfZkb4yXkrFmwqMoOUbzeKHQZkLwIysYnUiR3ARE2oPq6CMq6lsJeRNBEW/pejgaaZLV/+6iDHAFEG+Gcn7oRbxS1beUQqWYPYSTjKb82xeEveZB2kbLt1lXYyYpkoks9KSms4ZyjH+Sw2hwf2/CcxzyGUmqPnSrv/bsO2Inv5zhUXBQOkdNYVhxIa8gPI2KLK5RSDwPvQIoI/6iUeh3wIPBKAO/97UqpfwTuQADxP/dETg4AeRVRWcNEfRHrFEVVE/7uER7Tl8nVRR5VKLyP0T2B1ssJEqzABHlQNs0QppjNyFNcDMoq2sdXRLORiB51gJr49s0dbVj5nYpocc9+Kaqy+CwIyqQxPlLEnRxfIUUCefNgA+zL7vSWvYeqgiwNBQkEnWBEJBKth3QJnUtBAq3RXniz7FRUGCjaIrUU6UQY2bSZQkjL/ToHBaeyXGeIpzIu+MHrSZqa1V/W9McgnVZUqxW18T59nfE9p9/Kpu4Yd29fuexja+15ztqtzBcZ871s+PiVR3yXL20/mvluDa08ldXDAphXgPe01wocsLFVYLplQ+CNg42azaD2YIyPBP0wGPOnHbWJe9qr0MZRnNah+V/1x1VvdplU/L0CFTpElD7A06UIgAanBHbotUKHRNdHetg90JUU0qrGwMdxSZAu6oXE2OkA5ZX3OoDdKjcouA0cIcL3ob97UKQ+CECBj3/9nQf+RfZTnPqWKZoqoX2MxXS0QMZrjnhW7O10aahWGZojy/c1rUcFL1txK9O9OpXXdCf7lFmMMh6swvRks2Vy+VyqTObaKoNy1FG7VWNyT+cwTdGSTtrKWyxlQ2N6Cvtgjc6RDhMQZACdbooqFX6kBBLq2y0XveK63UTYVL9ChyIYpRNaStiEqEFBd/Dc0gqXt55C5TDzvSUEQjnwKrNQy/CJFkvIUESQopgRpEK8E0pnYNE4uD9YghAPuNQQkttI6HcHOnYWCj3U4+zX3YgaUXzsr84jOb+Nvj+lqimOPfcBNk5PsH50ga29FpsWRxlJl2fWbpTn6LEZVmcL3Le4AqM8F629j/Gow+HJDHO2zhdmjmcBxY5Og6KdULfyOQ7QJTI3LXHho54j21Ewf0ydqCvUn85hS/Z8ODDa4xKYXx/Reqh6bCtDpXC1iHKihs1CYd+KXaIPgrdD3aWdbEm9Ueh+RTFZR1filDOgtLhYXKIG8HHjBSEzKL4qN+gICxoICK8X5tSw7rggbD34v7KhhgiyAxmHiuXj3sRpV02x7q6S//rcpSxeAo1HxEGsOLzCjniyWkleRIwky59zR5I+5UhANrUqXF/Wd6xG9bXYmlaQzXnSHX2KiRRb05RNQzEqc7EulppsLoHR+x3tdbIpT+aEZli0QmEplwRZFVKQnj82YezegkuvvHaPRR8XKWxNEDBReyCysbQouySSnNt5or5FEgihi+kipkpN0AexQ6cojBL9W72E8hoUcYdUESWaTl5LkdZrEfoVdzJ5v0v/i+QMNYeOD2zCsD+oPwcz0jnYcPMRTJy6A7u6QGnPZUfcw/Nb9/Gq5jZiFbHFtnFe8d3HPszizocEXgbcdWDP/Nk4VOKAbR+996/23q/13sfe+8O993/mvZ/23l/uvT8+fJ/Z6fnv9d4f670/0Xv/0b15DaMdp61+hBVZl2ZaMHr4PK2zdlC1BCpejnhc5hnwJKOuor5JU9sqSasO7g/FiCEfUVQNQEE654b6AckCUGgGivnewMQquWdamxz9CdkgXXnGO7jyjKXC3H9/7e1DKKygEiCaC371LtAdrF0qhZVCaVDtHqrdk8k228mGzgYEw+D53g91Fgh6CspadK+Ur36JKqzAeAuHKUQgR1diXRP1Ba444KdXDbCpx6ZPx5rYgYmBFSJIJ7EcAR1bfui4b/OuC/6d96/5PM8deYTJVofJVudxjrR7xMrxqjU3c+WaO1nR6FCLK567cgsn1Lbw3PHNaO2wTmGtxldSCEoWBW46srFk5EGxBy2a0tUtmxDlnnw8NE69aIlUoxW1wxehaWmXCYdl85SLCe6ROrrypAuOS15y7S7n9vmP/DLeaFyk6a2I6E9GQ6G8gZWftkGDJNBrTO6IO9XS+IRhV8xHWhSOwxiWPyLJcxy45qFD5nXopvklG8hB0WAAgRzCx4cbMhm/z4bEGW+aGm5ga5sNUU8FSoln5KJt9NY5sWcsDSuy7rKPf0Tc4TWtRzhudAdr64skScXK1fMktRKXOXwo/gwoZqaUZCWbhvHvSPJqM0WVynNq232w+ZVCbjKniFb2SI5epJi08jk7RdTWqPmYxaMEHRPPl1x+ya7irSrMkbYe0VsnehBeDQqrS/ezsjIvq6JCdfqohTbMzEGaSnHXeaGUKR1+R3QUkkgKtGmMayTYehzU8MUtgVAMGziXDLQ+BkK+pljiTdsUktVdktXL/wyesaGWqDHFQkoxIvoI/37CR7jzvL/h06f8B8c0d3D02AxXHf3JZR16dbLAj675Cq+e/CqXrLyHymmsV4xHHVq6h/OaRzojPNIeYfu2UdRCRNSHdK6kvqlHsiBzbrJoGdlYEOWeeNGSTybkE0EnYU6QjV4HuHgfTlqxbajs3p8wRJ2Kyy5//y7nNkQrKEX7sITehJE134QOciQUhQH/fFC0EhtQi60nQsPKlyg8NjXBsUTWfV0O5mv5WReeKBdKRNQL9K1ATUsW7ZDuoJwPdA752QVnrGGB+9ngzDdMkc344dpl+jKfVTWg0LzoOd/ltSd9hUvW38vV65YveL8qajN5yg7WnrYFnVhMrnCpwxiHclLYijuebEcpjjVeKDe9FZpkfsm1QAVgVW27p2xIwSluQ30ztB5c6ubL/K2gKTej6Ut3PWqXu4kOf/nDb0ZXXgQPx2M6RzSC6KuIv9paNGxuqeAyZnKxzvVpjMuM0CJKQdT4WGhi3uihQLhLZI6t6pFoK8R6aa6FgAAT4UavAw1pQLPzAwqSaE6ko31GRnr7+Ek/8+Ksn5misw7winee+B/88QUf4pIT7uZ3DruZ17RmiJX0nNeYJj+/8nOPeRzv/Y07fV2DNJOPORjv4dl46uNQEWDcp5hMOrxy5c08VE6yo9Xiwd4EsbZ8aqZJRQypQ89FxO2ByBA0N3l6K0JlUxOEaZQo3496omCrU5v2VKlMViu+qWgfHlSMO7CuNc+9o5M0H4FkoZLKaaaGSesu4f2wc2WUwqcxKi8DhDzwGHuFoBCMCUiEwMEd5L5D0UYvWjSBN+gHYkTBwmzYZVBS0VXWCkzMiT2jUcHxQWkskthWmR4uIFHn4GUGF36/iDMeatZkwNADuFijGL/X8rk//OAen7fgPKU3/OgRNwPwxWW8hlKef912FpsWR4mNJTKW9bVpYmXZ1B3De0Vnpg5OYdqiki9WiIqsU1HVDJ3DYrprpdNcNqEdiRqzrTlMV5M4MO2Ibr+FmczZsjDCi1Z/F2UVUUeRLogmQtQuuPLsd+7SeVfe4wlVflgSfXQDioMKm3olCW0pUGAf6aX7wItmgx881QBuqXM7PFaw0AOCZSloLwmrdMvUsLNmUagoIMw9WD0Yu8u4+E8yLn2xFF8GNqiHUjz/tTfixpa6hre/6Q93e849J7d54z2vZttii+wJjKP3FPNO82tbn88nv3kKeMXEEXMkkWW03idfSHGppvnwEtc7nZMNSNZl6PAwsEVNFhiK57pY0T7Siz3fvQ2chSiRglLVjkkdxPOa8bs86fY+ul8szYE7hSoqvE6wieITX3wbl1/yPoxzSyJzRsl4dEihQClIE4jjYdILBLSXEtTYTpoLhI6tixRVK5b5OrjpyOZrCYEwPCcXqmCh0DAokBXba8u+/k8mLnnpBw5ZWtlpV0/hRxVRH779K0vj9qY+pGpJAv9zjxxHLS65rXc4cMteH996zaKtcWdvHTfPHkWnnxArS0Pn3NY7grZNWehldHsJaiGivkmL8HJQiXdGoUtP1BPtlCKOqZqGmRMiirUlqm1oPaiob6vIxw1lTRH3FGeOPcA3DjueZF6RzcpmKp9Muej7ruPz//Go9U8tuVC5RGgJQ/X9REMpdp+6FItnrKDDGBTKAspACrUBoQOoQmiFuvJBvDFs7nbSflHhXlhC8nhUJE4P2nqRd6pkLk4WDm7TYU/2eodKnP26G0n6fiiw9+m/+NNd/n572eX3tl7O68du5bZ6nTm3fLuEVGkqp1lcbNBo5HTqGWjot1PiRU3c8UNxzaoZU7SEeuMShrbmA0pvfbunu1IoOKP3O+K2o2yKCxQr9FCQU1lF0iixaYrJwdY0lY3Rud3NYlYXjqJlhloFVSvB9Kswz8mYlkKGD+t+KPAm0VB0U/KHwcn6ocsYMPw+cHryetfHtQVvPd4r9ABB5OW9a8AaAqLXYyvNXHuZNkFPIi74QdH6+cK/Hlr20SBjtxiT+cX04SU1qTpdccSes9ljo2Vdt1F21cI7pEO2UYdGdfRQOY/lxBMWE5RSPw/8rfd+9iCcz7JiR97k/fe8lHpc0K9iOrlwIJlJiNsalBH/XZY6l+mCo7sqbM76Ujk2+YBTJglw2VDDqm3UHVAFljpLmxZHKZuSEEcdhc5LXBYvWdaE+Ojd13LlGe/ANpLhAu2yCF1aiMS73sc6KIMnw+LCQFUcAh/Xe/xAoJFQRHBOuL5ZPCwg4JaSi6XCwhKSwXiZyE0udo02MxQtSTqqpjwvnj84g7iqC/Xi3B+/ka/+9a4Jwgt/9AbgqaNELBwj1Xrx097z9fjrxRVM3X05IAgZic/u9Ws4r2iXCdPzDarFhKhZ0p5M+b/bT+eOR9bgtmWki1rUmweWZAXBrssEzQA19AWO20FgSQkUcvI2z9wJskhkOzS5S3GHlzzUn4DUYVNPWdPE8wE9s4dQ1lPbYYciWz5SDMhHA3vTQSIw2Eh5FMoF9fEqaCbEWvLbyqPww0RggGIYCOT5SqG8dK6V9Vivh12FgWAYhSQZA6XhfFxUhu0+2Fnta9iaFgusPcT5PyyJwxf/+eAnDsdfM4V/LuBgZOOen/PK+1/EHR89Xqw6L5im+wTG0XuKLfko/37b6Ux8K6JsQL4mYmWjzZbFFno+pvaIaCKUDUVvBZS9QKdSEC86qhVG6GSzgo4qG5ruSkUxLsdvPGBkvu2DmwgWfPWKqmmIFmV8VKMJSX93etnHvv1bXHnWO1CVdOlAtDp0tdOGv1LoLjLmBvNn2DBS2SEVYljQ1XqIBLPNVITAShcoZW6o+4ES8VtYmnZhQE8iFNDCjxFUIxbVKvELe+kVtx8iHze88Edv2OPceuH3X/eUFXfX/8UH4FTIHoiJHsVeuDCDv2+P885bvpdia43DT9jGeNrj8zuOW9ZrTFcN/m3rGdy7YwW9xRSzPWHTujFSXfGlHUezmGcsztdgMaK2PWyuFPRWSUXVFDKGymD/1pvU5GPQPVz0mBoPa1zk6a2MKBuKqiZj90vTx+IalnwiwpQKXdg9Crh+7Nb3cOXZ72R0Q8780fKaA50DlGyM1MBuTwf490AhfkAd84Ii8FqhS41DUIk+cLajToWpHM4u2YUK8iCgcQJizAdxaF05fL5U2BhY8uaj8rrp/MEpKlSpzP9nvX6Kb3zwql3+NkDWffZjT01xd/ZkSGc0yYLc6+d865XcfMY/yd9clzvytXxx09Gcc8+bADhn/YPAd5b1Gnd0x1lzzwQoT7dh0UFHJNqc0HwIstkleoDNhGaWjwW07aAwX0Jtu3Tr28cL4mD8LnEZyKYryqbB5J7uakHxgug1xbFoF+EHTYQ9r33Kyz0yKKrYkOuKsLLQcrUKArlGDfPZwbhVziGUziUUg7KKqh4N6ZI6D2M5ZVj4Gmh+KKewcTi2krzI5DLXeiMFBdUqGWn2obk8itSTCZstaZM9Oi76Pmmq7VZUPAhx9O/dQLJeDwsJe4oF1+MPZk8H4N7uSm7Zvg547x6fq5S6lSVSiQZWA+/az6f9bByisTfIhDXAzUqpbwJ/Dnzc+0NDpsJ1IrqfWklXyURpazJRjnWEnzt0cjDiKdvY7FhcZyjGIV7YiT8WB9TCQ4TOgx9uYooRWUDjtkDA2kd57ENjREhnqmwZag9UaK1RLuKyK96/R5EagI/d8m4uv+wadK8cQr+regS+JhNuYsKm0WG64eSVwlu/5AAx4P1qDcYPBR13Vg5RlajnSnsX+V+jhjZmprQoG6NKR9zUYp0Tst+73n5wKv9DEag9RPIUqd6e+xM38tUPXU05WZHORSTzkM5ZSl8NoV7H/OvrqW0xASUQFuk9S2Y8bnQ7KRu/ciRRKTdhMa75ZO1EOvM1aBtq2ySZ1WXoBM3JGM12lHgtVog2kTE5ttFR1hX5mKLxkCKbk4JYbatY9VVN8E3LCw7fyJ1zqyHXKCcuHtm0WSpi7RSf+vRbh1DcgdDdRa+4joEiOB4ReArFLkD4wb2AUa4c2jnIwdUTvJGOAkqhc0s5mgR+r5MCQ2ja6nIgmhcSCuvRVgffc8BLAWUQVcMPrS8PVgy48XuKg6Hd8Og49yeka1ee5/CJo3F/PEQvnX7dz5JPwNjdnnRedAlWdEVsdv6bk3y7NrHs16vaEeNfzKhvs8wda+h1Eu6aW4tajBjZoKhtd5R1QTyls+IXLvQqSfTaRwg6IZsdCIJ5dKVoPiQoBpSnaGgRDms49IkdXn3ct/nbb54L7YSqpuhPxMSzAlG58px38fGblyhmH//Gu3aBkdtMo4Pgloh0RahWxsByzGuxPqW0S2N54AAx0LYBcEJVKyfqAengiDrlEFYOolfjEgNOoWIDA9jwTtScQXEMD95qNv7swSs8PV7DI148+PPuc39FUGD6eRV+OqW+RVwTTvrTn6VYaVGlYuwOTdT3xKsVqgaPlGt4RHlUtbzCd6edceeXjsFlnigXXYObHzqSW5PDWJxuQF+TbTPBHUeEQ6Peklhwe12MzRTJohTK8gkRvIv6hmJEir1CJ5ImRTonNLQt7ZbY+DmhVdp6TLRYYhuPnS98/c9kzj37p28k7gSaUiz2k+mCuDe5RDaC2ooQrskFfUPpQoHAoqxs/qJ2SQSUrQRdVdI1Rgpt0jEWSqSPDXgnVLlK77QuaLweFOSWhG8fS29nf8fAWWJPEXUP7vw/iAt+6Hq+8C9vEbTgdNi8lg79T5Oc/ZGfJe5KYac/oRmZdTQSRW9S8fVNJyz7tXwnYuwOKfIUI5qoC6BJ2p5s1mG6NuSTkkMurDd018pGO14IYsYauqtFZDGeiULxw4U5UK5vP1jVVjXIV1rMjoSoJ+taVdekMwXe6KEz0yA+8/Ff5YIfkkL6lz8shcqLX/aBoeA3gco4yPuGDQUXaDSFFGjBQxRyCu/xSlx5ivGEqhYRt4UarO0SgkdVoSBmPTGQjy7ZSysnDZAhNcdprDu4Xd+Be9me4qlwhTrx3TLn+klPVfMk82qIvDvuH9+AWdujKgxqeyrX1ip87InnHztnD/G9O/1cAVv3Rvvu2XhmxBMWE7z3b1NK/SbwYuB/A78fxBL/zHt/34E+wceLqO1Z95l5+qvrlE2ZREVdWZEsEviNnrhtWVgfM3+sJupAbYsUFwaWkDpsjmwqMEZdeXSlqTKxj+ytdehC4VKPH6kwO2Kxnwwdp3J1U8SRculqveji91GMxqJEf9KIFB3qSxOYS2OUtfhYE/Ut/RUp3dWG3gqZtMfudSwcleEi6K6XhXL9vzqSmVwKA1U1FANTzkG3hDgSyG6vL8I2gyQgiiQhrkCZnSCNeQmjdaKeo7aDYSX6YMVX//pqLnnJtXvcfLlEk23rc8X579mjTd+BiIu/5wOYpuG8V93AUX2AChcp+pMRF//yzwt82cLEuCgFKyebAl3CyEapJjyOMM1uEfVg4g4v3fUxRTqrKbeO0uzDyIOif1G09FAUy0WA97QPj8lmHXHXUzUUte3iyjGg5pQNsfsc8AY7JxfUR3ucOD7Hlx46mrIfkT0Skc5BbdoG3QOLq8Vcfsn70KWjHEmkKGA0VU3zwlffwJc//GbKhiZui3f5AG6Yj0XYbGl8ZzMx/XHp2LkEjvzoPLq7U7UlOJdEc12hRCTRcDPmoyWYpNdqKcmBYBcFXnuivnRAqiwUFnoH33u88XCPK857zy4qziAJV3KwN2Ue+pOKtZ9X4A1Fi6Eae9SH+GF5Wm9SrlMVOiWtB/at+JHOWyZv6TDz3AYmh8Y3a3gF6XxQfjeKxtZKNmCHxcOu/OLhgkhY+W0rord1PUSAjd1XYXJH2TTkI5rFo6EYddCoOHn1Vr49dzjeKkwPkrYjXrRi8ag1PjaiV6ODDWKk8ZGo7IN0fS6/7Bq5VKHrWowl4GH+2Hh4DcbuKeiviOisFn/ydZ9ZAOfQi33ZVBkN/ZJk0xw+i8XazHooLC6NgjvQkqPDzrabXsk9asPcEXVAF2boMHGwor6lRDnP5Zdew6c+89Zd/mb61UGdc1/wmhuoR4r+pGLi0xllfWmDMH6XR98xQF/JPNl82A+dMdIFTzZTLFsV3xtPtlUFLQRPOd3EpjAaLPXSeYdLFL0V8nnFHU9nbUTc9dR3WKpMOnmiISCuM3Eb6ttkU2SDx3w241k4WlGMO8wtKxndHDRvep6yEVHbtEi0YxE3UuMlp/4G1XgdFxui2FA2oz1SIPIR2Zj1JzS9lVBMCMxl/A7N3HMkPxldN8/kVEOsebtVsLVeulfigVh0oE7qvpWNHoJ0EJRYGLiDDrH1aOWJZkuqmqG3KqIY2ddPfd+jNmOJurtPWPlEQjJf7XFMH6i4/NJrSL3n8kvex7rUDB2HeitjTBGoBR66K8UhrH14KKZrv09KZaqC1sMlph+KSJlGFw6baYqmpj+WDLvx/QmhO+pSYVOPi6HxCGQz4j6iPEzcPrDulXHbWyFoGlMsoXizLYaoA83NbqidUbVioo7kpFdc8F7wnqoZo5wnVgqX6t0ERn08WMflfumP6+H4mbjLMnOioX18iYo1x/65iObihHYz0F1KpwuhlTVkglClI8qXaA5DQVEPWUA+ODNAcqqh+xNdwzwHX2Cp9UCfKy54L5/4wm/s8rjXaqkBc5Bi9dcrpk+OGL9L0x9XlAHVWdvhyaY13NEQumwqOZyqIOqJyPegQbun8N4/eHDewYEJ79UhQy84VM5jObFX01pAImwJXxUwDvyzUuoDB/DcnjAGKvEu0TvBWGVCTRYd6ZxMgt1VAsfVhSQHUV8WUnlOJYmpW5pcq3oQCUuhd5jDZwK30n0lhYS+dDWSRUfUd5K8DuzD1BJfCyRxNIUc+/wfvp6yFdFfW+Pj33iXiM7kIng0eUuHwz8lxO8v/cOuENQT/rQn0K56RDWa4qNoKMyEUlCWAs8dVEDLSr4qKwWG4IPuUkmAB4rkqpLFOW5bEQk7yHsgSch2f9Gb/u0tVI0Ym0Vcftk1w43AgYqzf/pGyqaRohICxx9EsmDRhXhz91ZoXCIbptq0o77V0ny4JN3aJt3aXtZr6sqT7aiI247aDk86JxaPk9+tiNvSQa5qQQleDazlFOm8H/6ttkOSU22lcFA0BVZe1eRr8RhHa1zE3e7dspJ8cwO9KSOdCQvHjgKdW2wzpRxJGajUu0ThUhM6urKJP/+VN2D6ns//xy8LjDIIecYdSzpnaT7yGAti0AzxASo+/LIO1Qv+0QOF8soGzYQB0mFJn2FAfdClnM9AAyWdVqTbDen2g7cpu+nf3kI01yWa21047yt/czUuUlzykmu59Mpr9/Df+zde+OobQMnmZefOnQ72nQMaTNmUIquLFVEO2ZyjsbWisW3fbvqqJQmk6csmLJvxssnvLPlpV3VDNie/J/OWbM4Tt2U+ND2HKTy6knkUoD8Z0R/T5OOKqhnU6rXn9s1ruOPBtURzEVEP0llL3C5lM+8lOfepIGxcIhZ4ouqtOO9HbuDC77+OYiTiU59+KzaT8V02DFXDMPLA7uPWDUxHQrHLtTKZWwfduMrK2M13yqzcQHxtyZFkQGsYxMBWTznpesftIPB7EEM5j+mUmM7uWaHNRI394pd9gItfduCX9s5qTT6mhiKrcSfQnoJzgjOKKlVUNfX/s/ff0ZplV30o+ptrrb33F06o0FFCEjkJIYECSih0q7urbWMMtvG1je8119e+fu/eyzPCQoBCC+XYetfPHvZzZPg53GcPbIY9bCWEBAiEyVgECwQKdK6udM75wg5rzffHb661v1NdXV2nulpIflpj1KiqE/e3v73XnvM3fwHNXkKzFzE9E3H891bY+vQC1dmjmai5AZg+KJg/oJg9mMreNjmr2L4nYvuentKcEzymVNFPqTmfMH2Q50sihxNuYKPCazhLCU0WJ3y2zR4Atj/lsP0ZAhf1Hu+P/PU6a6DOcQ9MgG8jzerA6+Slf/KdJebvZ/7jqyAKzE5HTB9OuP43I578Ef6cX/v7pP3PbxqfQalmDF+qc8qIKxGTRS4Z+LEic9vQp6fK2b3kDEg3iWSfUO8nTM7QUPXztX71H/0A6vMDqguPpAH+3E++iklZn/g07rz+bz7hx/KCv/geSFLUn3oAwOF6AQD6qZRrZ3kzsLqJUkU3AH4taM4cvVFwA1AdcK+ijIFyv3bXsemrGPl58BRKG7JMrL4gmN8HVAe8bqcPD6gWCdufazE93WOYOUpObXLfz9k8uo77Og1j+b3N2Q6uY0Rjqn2Jfs6Av28jwmJAtdfj1pe/DdV+j4988NXotj1ixeZeIp89O58bN8ZN8+TMWkiVAbNZNhbJYgyrWCTAEhmT6lcEol1k2klYRZqJdjSsrhZkxVVLoDrvIRcqyIXPn7TsF//FK+H31/D7j9QSfPR9P4TuWIVXvOQtjzATfiLWM7//vVhe7zE9rQjLhK17ee9v35Pge/qx+VYLg851ZBdWB7yGpg8/+vRBRPZEZN/+zn/27XMfe8Jf3JfWH+u6Es+E7wfwPwF4GMA/BvAqVe1FxAH4fQB/bG5OGhyWT54VRsJgCXuz02xK+i2PbosTup3PJqOFC6Tn5pIniMPcIzsepyCl+O62Ba4FkjqbJgma8/wdEkeULgUBgiA2ztBhLZTuVAn8OqG5MJrM5IdCOLcEHB/6ruPHfuctLAx+652jLvD2f/xG/sMxu9z1Cf4gjY1ZVRE4UOX0LPsr5ClDNmfyQk07RkTXrweaTBlF/WJjnSdy+dbyhC+3jAJ3qSnwtVzdtqDZA0KbMMw9fv7f/iBefsc70M99MenstoCt+7kJZ2pptd+ju+HoSDf9OAb43qFFAOBQLZL5AAQcPFmKzMEpqYxZAiC1o89HhcKOSRU1umHFh8DySQk40aHtArpVheqeBtOzLA6mZxX1XixAHMAChd4ggqFxzGp2vLadGTL5SDOhZj9n1QMpOMiax/Vr/+CRur87/rPRz71AQ1XSR/j9jIZSqSCGvrkumgO5fYkCqnbVKptP9SjFmRuoiZzdf+S34HGtSxn/XbwmnzuPU896Pd7/G298wo+nOkiI5u8RVlYMBKBaqiVekGbtWzWAjMVXLsyOslLlTF8LOM9p7ORcQlhGi9h1BA/OdIWtNcwDqkUavUjmjBx1ljCzvN4jNjTC7XdsshcU4f4GYb9BMF1ntaDZl+soJxAvhaqdgpQYXRXG9qUgFjGq+PY/8y6ElhGmAZzqVvsDfv3vXVqvevsL3gSAbAetA/z5pe2pG4WoycxKo2ZrUwbjImiC60CKbeCzQw37/eZXvhf/9e7DOvAnajE2+PJfM3lwCRkS7viWu/CBX3/iJK8aqIWfntbyPJqd5vuSagPmAxAWShp/Zw3F2QW0DuiPH828UiLZW7MHB6gXtMc8Zg8RzFcnWNwcTC8OAxt4f+Rp+DAhUMXIRZNErmEJB2zm6gN+fQqCyRkOG7IRXFgxUSlVgv7EjAk3SaG1xzAPiA334GFKynlYJTiMkq96X8uQwtue++n/g+XXH37/OIC45b2U+NBJ36GKSlp6n0iWsUeuwpvXDaWQ6j2Q5WXKa3ZkJ6Qy/WUyBPeW5/3Vu/FLP/75kTo09+9B68coWU8cw6lncPr7/k9cWtt9TZYquq+5uYDf7Qke12DS2WFKw+44UdTnOPFH4l4QriK8xfWJ6RzZgFDIUOm2+f7FCa/J+jz/rvYowwSAemG1rhOoKupzHVLj0e2Esv+nikycYWZyjTUwOcNm3K8iWS7tQGBqA2Aam321RDG7XgZ6G7ziJW9BuK4xyQGvKbfm7/zttz/St+UV/4QNtSSTp/UKrwMQFU5T+V1xYteumkRiPUCDH31xRCEOEM97KSds0KjZoT539Pfgca1H8ZnYXH49PMII+4lYzQVFfWFAv80aZvfTCRCy5nyPAvqEhSUxXeDAyreKyelHjzVV1UflK6nqi6/9K7m2SyH03PsCWF+MzIQr8Uy4DsB3q+pnNz+oqklE/tSjfM/nZeWNI0+AwkpLrJQop8r1PiccKYh9Tmmk2CYkLyyKzUROEuCSIgqneN0O6f/+nEB6Pgi8sRt8qwhr3oT5YT9MXHFRz6Ywfs3GE+ak7JfM2L315W8DTs5RneN0xS07pNmlzdA++EuvB4AyoW9PNpj0iW7mwbGYXbScnIUAOE+2gnec7jpzIzeAQT09F9S5ceLQ8mFzNc3FVa+cWnGJlZ3yb33ZW5ldvN/ijmffhWFncs2pjL/yj1+JZ37/exFaulWHdeJkzhMM6mekyFXGRoFSR5tjuPqtqwhFUUWcBgwzR42fFyTv0G9lt2zYFF5RLRX13oBh6gpDIZscSVL024LkTBMYyKjRrQgkQfzcHPVa0JzldMx39F1wvSI2FiFVOwwTB6mVk1tPWUWOl0KnCHYsriPNMhsvVuf5cBm2L33tfuBX2Yzc8Zw3IE4DpPL07EiR16eShstppP0/5QmvG40XAWRjBXUw1oawwbwAnPyt9eeV5vpo9yoAfOwnqIE/9czXIW41uP0FbyqmUtcaEPv4v/5BvOQ734X1cZpnuV6BykDThDLhDQtGh04f6lEdDI+ghx5l5esvx22RecVosOlDrTl2p8P54Jkavk5ojwcmcKw5SeJkjD+v36GfQrVHwKy+YNOxjhT0ahER9rnvSVJGM9auMADEDOhEE/oQ7Foy1pU1fflrJw9cfrL9wY+/DgDwipe+FcOsgjtwluQg0MlYiMOABNEIGdzoeZu3Ni2YH3+3SYN9D6Blsf/877378+NUL0BqLr1f/fSHqd2/4zlvAPoInTe4/XlvLODDB3/x9df2WJQFa1iRil0dJGOVmMY5gJKuBaeN4fyK++11c/TbFbrdo7GRfA/sfmpF1lXlsPVHLfx6wDCr0B/zqBaK+f2wlJHIKbgTdLsV0PBZ6RNKA17vE6iTAfCD0utoTRlYbjLpip9N4QRxwmlrv0WfGrrcV+V+ykCC65XRfGBE8fP/8nuAGqW+mX7uAlZP3b3k68zv48tvfwfixAGuQnN6QEl6yPcKItRZUwZXdOpM3GGtkF+H1h4puFIvVQuF7xXNuc8jnbHrIZcwXQVQfCfu/LofhjYVEBW3P/+NgEi5j6/V+vi//kE8+2+8Fyd+e4F+u0K/HeA6sg/aHYfUEExIFevH+X3GeJ2yBp2dvko22NwjeWB5o8fyJn6sPm+17gUUkMt3wPThVPaf5uxAaWIlJlH0GGYmebPrTcX23f1RUlgfMPq0Ob0c2QApQGHMlw25RcqJTKoIF1qmn0wrQBWTMx3W1/F5OX2Q0/n25Ebs+cb6qZ/hIOvlt7+j1CRh6cxPATR0zH4KgfUtDyzXCPRZyCsFYQzxhCbqYQVLGGJq16/9vz8/IG66DAiWTW9PPev1kFWHU09/DdI2z8+13nN/8+/8AF74Pe8xCVTCMPHwoKl0lpgiGBNmQUlhWHEfa063pde51BKRl17q46r6M9f0RXxpfUGux5Q5qOrrLwYSNj73u9f+kI6wjE0QJ3wo+86oT+2IYIpNvnyXbJLATT1VRkcciPa7zqYf61Rors05YH4vMH0ImD+omJ5WNBdI8wsr/jyArIjYOGgAum2Hbps09H4mRbslkYVsnHnEaUCqHGLjsHzaNqckT955TETywz99UaOkyjhJ74FJDQRvxoz2x5gJMkRq0DKl/BIoqbPoqEczlnvCVlLc9sI3P+qnP/zRH0VsHOKsAhzPWXZvvpZLPb0H+vk4qc/MFoBU2PkDNq1KKNNOAMVE6CgrVQ57T6uw/2W+nPP8YPctMD2bMDmfMHs4ojnHCrKfO7THHBk2FUGDYSaIFZByhKMYnfJsQP1HDWb3Cmb3s0hoLnAq7TvGinEK5tBPee0OUwIJOes9S3R4vGIPZodu22N9ssLyphoXvp5RQbmAfbT1iGt7U5ebm7FsLqq8b2UYnZr5HpmjuMUIRktYqfdpBjlMP39ShzilXOhy1y4AnP/aKfpt6ln9osWpZ17bwhYgzdYbPTG7aXPv4YShWiZs39Nj9gCBhGEesLqhwfq6GsubL13UXW6pcJ9LgQ0aaaQJfpXg1hGu7bn3KqUXwywQQDCXbV7jCtealEFBkEiA+hwwfZBMk617FLOHEuYPRMxOD5g+3KE5vaasoXKIE74HhRYbBNGKXKbgwCJNx2spM178KqE/dvTXXhJIvC9AbtlPE5k14WBAtYh8P1o1Zg9fozNGW5701Aep+Jt8PpdrH12nm+/VOAtIU5pcPhEgc7fLP7Fhc94eo4dGrM0UswW2PrfG7DN7CA8vkJoKw84E7ckG6xPhUZN2HnUlRaqob6/Pd6gf3AdAuWS1HzE522Pr3g7z+zvUZ9aA8Nrtdjy6LfN1MeZhNmXMhXZoEyWD+z1p16sevo1wXYRb82PJKOH93GF9wmN9zKGfkQE5TCnpyFNBF7kfDzOyxFLF6baz2ubCN53Az/yny5NCL46u1eA4RKgspSTxtSBtDmbIYuD9y9ebKo9+7u088B6rlmR3xubzXC8MA+586t961E+/75Nvx+pJcwy7dm9HJSB2jVe3zfPpeoJF6+OuyCABoN8luLDzh4pmj+AL97GIsDw6mBAbh8VNHssbPfoZ741q37y/OmMfLNj4VQuCANWB1arLweKb1Y7dY3XSYX2CvmCtRQmHFb0/5g9w360OzNSzj6V5z5IOyUwr84dxfSp/ENxoSpu410we7jC9d1k+/ljpBYeu3ZL0oDS3hQ3rNhiO2eQwD8ey3Cw2Uuql5MYmObMbP19L8mt4jKX2+vzeGm7Z4dQ3X3s2Lq9Tyqt8a6yEhucvVjZ8WAPzBwZMHh4Qlrxml0+e4sJXXZYN9oMbf34UwE8CeMM1fwFfWl+Q6ypGql84KzvQ1ucjfJ+Ky7zrohVAqWi7holHnIqZj8GMnQS+TdZcZZqWYr4asPVZ0yA7RvHlKS414HRR7radaXM3mksrjLN2st8amRM5vzdTJQe7L6uFx/z+KzNh2Swg7vy6HwYQEXdndA5PtvFHhYQc58cCojASRKhh9w5x6ou7rgzUHg8z/3nLIv/QL7wWr3jpY+vEwirLUSozyEx4xUvfWlDsa7Fmp0kFVAEWN4xGgNnUaHqGx+C6hLAYkGqH7nhtU9GjF9rqSROtD1C+n8waRbXXl2nWMCN7oZ87o4FbQ2bNCUDGBGU3bFw49WQDVQCzBIRFtKm+hwZhIWD6ZP4bxe8jexJsar7bXd4Dw4QP6GiyonSF2cM/9bOkn556+mvISqkvSpHIQEICJxzriBRsah3GrGrXA5gKJ7vK/7fHSXX/9u96N37u3z/x7vjR9MSXWwdfvQvXA90OpUnp+LTkvl+r9a3/63vR7JCVANBkMbRMbnC9Ak7Q7nqc+YYKjIytx5QbwSNi+K5kuU4xf2AomeFhxaZJhgRZd9BJbUaHDt1uxaZrTfp6nDhUK7uofJZlJFTLNF57RgVXx/05N2ip8kjTwIlY5RCnzvbVDVmZhxWXvjTpqRakHSsqa4EMAIT3dL/92Jmim/vMnd/4oxBLcqAXiJQ9PxtNutxE9skc+H2RW+SJpesBWNOc9feXir271utDP/9avPyOdzBF6DKr/bIdxMZh8tAK/U5zSWO1x7tO/LccY0ggVZ2gWvLanX7mPGTVYfl11yPe2BRQc5jw/gmrhHD+aPuu6yOq8yukKcG99maycv1qQLVpgub43IwTi6TrOYV3nZb9SR1p0zmRxu+vKRUIDtpUJr0x4Ck/bxtes7GWQ4MIgMBwbvDJMDOGRkWGpESjbyeH6UPA9OEra0gzSwqgbCdVDq4bkHIkKoBND4UyTFDuHSoEkDNzyMXRqFodAbwXfs978Av/5omPcX7fp96FO55912N+XXUwIE44tPHrCA1y2ZSto65bbn07TjSOz1FH3wIXFW4J7P7hgLCKWF1fI1WUPfQzQXMhYXb/CrIeIPHqmAnq+FyenOW5D2tFsxchvZJFGQSTh3kdZxkYxLxQzEy6nwniFASSkjEQ9rVEfLqe7C+JiurMkjIuYw1qxbohRzy7jrUZawgpUdHDdg0kRb9TAQKEZSQzTxXh7OKKX2++pl7xkrfQeLyPGLYbDhH7xJpn/chz6YR09Zy4JonXsYbxHKrne/PM738vfvPvfB7YCRaXfbkV5zVBn1UPVYU21cjKvEbr+d97N7YOIoapR1gB7YkKq5Ou1J71fuLwyurEfsujOdtRqjiVkWl4iaWqf3rz/yJyM4C/c01fwBO4MjHrC2F9oRzHUdYXNZhAl9cWftEZsu65UbsRGU01qak5J1kyhdAmrzk7V51QCeAUfjkYQqiQLiJ0EW4IJS93qKW4xAIoBnGZAqTOtHMBBUhwAwo4oYJDU7KwxmXpQ4+23vfJt+PUM16DOAuMehJjJqQETSiTXg3ZHHKjUEjKHF8xeNbxfFb7A1LlcMutb3/MafO1WHHy6PDwS//kOzkdt2zj2Hj4Nl5z9sRzv+9ubJ3uERtXNID1gZYmxRuz0q8S6oeXfKjdvF0cnP3qsRHnRyylZMKvx4dMnmQhcgqQGurIU8ViDhh9OsapK5s7SQQncmNDQyJOskSVpkkGkMSJO3QOM7U4eyTkpl3iaB7KokQ4xXIsKlPidCRWR3s/3v/bb8GpZ70eF75hF8d+88zGFCNBKxYgqfZwBu45AJoUopQ9hBUgSpmSOpNjmLdDWA54+R3vwEc+8MRnjj/adfjC76EpotY8l6kW0kqt+L6mywHVgtOF9XEWj/V5TpRSJVjcyALSRQDmMRHWpvGuMJrHHWGJEvByHX+vW/eQbrC9B8CQkLbrIvNikall+j7mitv/jcWQr3OJinoxWGQYWVX5fsjU2ixdAwAoC8UcH6pGz3YDr40YUJqhfPxDI2h3jg7svO933oo7v/bV9EcINro1wLnkmw8jU4kSsgQ3CMROQE4kAOzZ4XnfVqvPYwXxKNXKy069g0C8/T/OKsSpuyo5zGOtsEqFhRArwexh+hdIUsSdKdJ1W5ZKwIZ9mHueSwMgckN+pUu9o/+F5P3NohQzbpwSG+rgCbRb5HJ1EEfpiqMEgFRwRjhLNJPZPPnPU34AUCm08m6H9ydknIrmCWn5Y5ZHKWQgjKBtMMB48jDlPvGorAxQtvNtf+VuHPtv+5wyx1GKkaqN4zZpUF6j6z8AG/hng1efeK/lmMQneqXpo8vLTj3zdUhNhXSs4TPBWEm4ut79Udf6uqqwBdXzXt6+p0d9vkW/XaPbrcqe63pgcp4mzrHxwDSM1PyjLDE2V5/fj4T6IBX6f6qksEuzRHDTDyE1rkgXXZfZUWZO2Gnx4MjeCLl5R0xQeIhTYEiWEpbKHp6lBqn20CQYZhWGLRou9nNn3lJMnQiLUWJzlPVTP/saSgZ3JsaodCNYp8ZQsPq1RFEK41PrCwPSUhCWrjAr1QFDI+arAzz7r78Xv/qPnnhAQS/BCAZAgMw5iAjcumO61takAPLXcklSVAt6JvVz1gbThyPNKrOEsHLodmvzmUgj8wMoNe8VrgcAfNM1fQFfWl+w64seTPCLjqgfrLPKE/g40rLUdLJhlUrzIQmmc8XY3AOFfu1WROPSpCoP2VS5olsnpVZKhnjaKAZg+rNMMy6NX+Tn8sQ3T4IBUs+uZu1//QmoA7b/oBuBgygQp4dNPFIaQcVkBjVpNPWDEtCQyIjL1HgiwoMWc0j3wFlOMxo+0N/3qXdd1TFvrqzd21zP/b67oQ6YmsYvN2LqgGqPBn2Xa4IyrTF7TTzWyu9DbBzaHU68XW+u3b1aI21mWZ6AjV/H4huQM7uPsmh4GelOPKQCLPHfCnXezIXsfRpIXS/Xk4zUaE7o+WDNcp5caEsk4yQ1juwDN4IHhcaam62sVTaZj0SUe0diNsUzYCzaRHXCCd1RV5pWOLjZ4dh/6YBpAxFq7F0fTZNshYKSiQIAak7S6gW+NbaCNXDUHAu6bY/qIOKW297O4kKEhUbeB6I+Ui50Feuj73/1JR3vn/n974U+2aFaENwpkxBrHvuZ4Pl/+T34xX/5yEneS77zXZh9ltTrKzFt/PbvejfmMJaVNSDVQsvEX5TAgUT7GqX/RqwEPil8O8pYjrTUTBBXPeCFRadzLDZTAoYB3gZQEkcQNk86s/wh06lT4xmd2CW4Nk+dRpAtNcZGaDyBGfOmiZWUazUFMgRik5k1WeZB4KTQurPMoTUA6irAFABob5qTCm9eNG5I0GRyt9oZMJgOyRf8OqE64HU7NFmeMTaosWJcYpZG+FXE5N690qwCwPt/801Xdbyb6yMfePUlpWLf/l3vhqvMD0W5T/TbLBFygf6iP/8e/Py/feS1+/y//B7s/P7iivfcF37Pe6AGxg8TYerHOTbmftmX9zx7EGggS0UGMxM05uFRlpqBsV/HQwkF2bcFIOCQAS0f6W+Ua4JoQLM6KQ2hGngvllpTaNi2f2nlMGwFDBPKHwF71kzZ7KrJyjKYkMycMwX7mIEK6o3REm1vv0xE2+XW8kZBt72D635zYcyqjRohMxQxfpiJLRFu4L3rWzHpJMGEVBvbUYCX3flOAsBZ396lArQBjy2Fu5J1KTD2ZafeQcbXk7cNHBL4NmKYBsiFBOjlZTpZenal99bkbM/X6DjA8h3lHtzDIlwlqJbcj0Kb0JzpTFJo/hRX0VDz2U5AQSIBAFjznIdAeU8lGJjRL2X6l2oxUq6WMC8PoNpnTG9YDrwP+gS3aAslX4MnM8FqSzXQKeZhXWNNeiUG6vMZl5/JvqOXzvq4Q31+3IevZsVpBb8eoPYsVyfQ2kGKISTrMFHwnkwAugFhYa/F8RmUKod+J6Dd9Ra5DXzbX7mb/gCLiLDIyS38vmvhW/CBX/0xnHrWI3/O7c97o/noJOisAizRBkOCBMr1LhUpCQAv+Evvwc4n98rPf6z1wu95D7FMu3e1Eswf6NkDKFCdWSBNWNtXB9yLIfSMiWb8ebnnpYj8HYwbigfwLAC/8pgH9qX138X64gYTMjKarR82p+/5ayIfJlVBaV2RJJTpkRUorrMioxtsQmHxSMGVZqzfchga2ywbAxHsgR8bYyMAyA6yruMUVyXH7KA0qMNEIMJIv/rg6qdSW59elCb0EW+pyBhhZo3l+CkZqY72tTx2hWtt0pK4CUsfgdmUXgxHLOIut1zHTf/F3/1uQ5UBVwmSEGDJRpeiIJ1PBH45FO3yxevUM14DZ0Z+p775tXj/f728pv0lf/pd2DYjzXaXD/rqgE73kweX0MpjmFkW/ca5yrRuABwlHfV1D1rkG5kuXzZqYbEqQ4LvBRrZpOSc31Rh9BwAim4T2ADKYADBxBnYZUwaGdHlXMwOE5vomqGeqDlBywi0+U4RNvzqRBkgAtDA8qjrgx9/HZ7xyvcWT49cFKmouUlbcZSN/ABAhQkESQutMrMa6E0iYxTaxuWRvLAg8nLovD3eRcMrwfO/924zOgRq8GPBHKtdBN3iTU4ULjN9nt63hCzW9D55jPVtf+VuTNeJTdYqod8OqPdIx461AMnxc2ubIPbKyC/TeUNNzz9c3b2cm6fyd8d7Uo2dUJgKGIDKmyu9O7z/mFGjX6ZiCujagU7gLqeLePS7tQEHBHDZgLNoTTUL2FLCGAvMtzBPDYHvtezHsIK3Wiv6qeCX/9nRr933/d47cPvz32jACXhtmV63OshMjAh3sB6n1maCq57vbZ3ZOMJrN04C+i1vE2+bvEelhK2LV6S3PcpyUXHLrW8vU2kI4DJwOJhLe24uFajXI+B58brj2XdhdmIKf7DGnd/4o3jf71xeuvaiP/duBIvbjQ2TQJpzPdrjFbzR5wtbsEtM/dkfUyjKtO6Ij0zGL2bfG9svsyzQWAnSJ/h8TgDWFHqYhUSfJZrRahDAeSRHyruzWoJJCgHD3KM9RuO8YToOGFIYBw6bRp2ASR5s+RVQr1k7xIZ79cGTPLbuu/px+9b9kU2jSHmdakkokrQw9PjMNXDaIpx9O743gLm/B2OuqHkuVWyCRobnNV5O8LI730mWohfWMXbPqONen6KDb/k+Xk6GeNuL3gyvfNY+1rX70j/5TosdjNaUctI9fXjgs2DiC6Cva56fam+w9AV+PAU3DnCOsLLBuJiRdzb5zAaf+Q9BLi1sxCxL8OuEyuQIOaVEBkoJXRvJ7hU5tM9ocID3iPPaokIp10rNCIxFA0NThbIvF1ZjS0C922LtPMwrDPPdq5LQvv8330TT8gzcqnvE8UofIZ0S5AbG4VpJJDGp6prxuM0Zb3uvH72YgtgQMhm74xruuzHi9ue9sQznoAqp/Ojv4QRuEoBugAyMrZLgHvXH7fzePp+zV3CIt9z6dsxXlOfCCcJBj+XNDepzpN1WD+wB3kEa5X4X6KOVI2LVjdG9l1mbwMEA4F+o6i889tF94awvlBSFzyNH8ZqtJwxMEJF/CuBPAXhIVb/JPvYuAN8BoAPwBwC+T1XPi8iXA/hdAJ+0b/9FVX3MwGCFjLpVGSUG1HTlKZnjq7QHyiNuTaXGVQamIwCANhV1opUgTr0Vrszzza7L6oF2l8Z3w0wBp6URgzJPWAbT53Z86GaDSDIdYI7m/PqrdfL++X/7g5zE91ZwWlRZyZUGivQBDjxPzpWJLQArIhJypKREhSxboO0IUMym0NozF1sE7mAFndZX1KxfyeL0IyE1nJSEtRV8vRXmFtkZlsNIEbxEcX3qm19LutiGYdDF6zl/7W4AdAlXR6ZynHACFtYojvMAQRROVPm9eZ9RkfI7kHBFMYGXWnHiNyi3ClUWtEWvapPcrCV3EdTS2TR+k30gafRJUAHizJWGG7AHfW5cLCJ1mI4gWKrHQoCA10iJDysttEhOf2WUnzyO9Ym7fwB3/odXAZEu+OYEBgjjMDOYJZKTHSzmz6iNLIjiaIq3CYyZpCA1vhSYpDVG3PZiRoZdCu0/6uq37P3CyGjJHiyxFnixVIUAY0I98pxlx3y3JLsIIpcsbL/5B96L6Rm+181eJG0aQHOOdG1frgeUCZgaa4HvaSKA0KVLbIRHWGIAWC2lgPVDguZ70oGmsMBGIceJWUZ5cmIHEr/emWZdg4Pm4q6hZjOzTvoZ43/7HbtmKyAFNYqrFexrmke5YWO/zfev8roPLcGUX/1HV7fnbq5SGMZQWBpl7035lyb7v5TCT6KZ4kbuIwFAU9hxAJzDsDvh/RscpKMfzqlnvOaaRN6RseGKZ4okoL7QE9gL3pghlBqpFwMVHlni3PEtdwHBoX5gHxgitAo49fTX4P2/ffgYn/t9d8P3/L1OBN2OQ4l6dUB3rEK37VAfJGCaKcz5ek5w3UYCiXdXOeE1c8FsSJw9hlQN+Lr4JI33agHKhNdaYbwABIScAbUBEOdoOnoiGN1bCrMg1qwZ0gbjQL1JCBLjgLP/Rljm+4Tft7k+9u+uTlLwiXf/AL79u95d6Ol+PZBNMcCmj65Mm1MFQC2er/cFaMoSk7zv+jXPYfGICA7wQNyqgMTmT4aE2170Znzo56+BoZxSEph/Np9zBtY54ZbSE+jTykHaSwMvp57+GuD4jHGTEg8PVmw9939mvbB1Tw9xZKe0xypMznSFOePXY5yxayM0ct/ntZLKni5REdr+Mb12LrUkGWNrgz1SfLryeffGwjOpWdl7lc8dvyabIieLFQACGNMGIodMyQfWNQY4xYnH6vqKg4eJXY+CUkNk02YkMhV9BqYqwfqEYPuPIvymL8lVrA9/5EcI4q47oKlofpv3UxO8SzfwPq08X1PGBI2lKDkyPZuNDorqwlAkP2q1M9z4rMomy9ciicmtu3Hwt24hISBEJl8UmXQIkBgJ0F/imswpJQJA6wB3YYk7v/pVj2AKv/Q73lU8vqpVh8FkIq6N6I81Rarj1rEAL3mAGhs/git2rjZB2EstVf3nj/sEfWkdaYnIKQD/J8gE+ceq+vaLPr8L4F8AeCrYCb9bVf/ZE3EsTyQz4ccB/F0AmxfYhwD8iKoOIvIOAD8CIIub/0BVn3Wk32APcTVkvLh2b8QfZS0Vv55ThowMk7Wg5WGT5g3UOwzzgG6bN1M/NxOixqZhW0B3DEiThLQdAZ/gm0jZgAqcU6ToMKw9dHBIex5+KcDCNl3YZM2zWDiq7vNS64O/9Ho+GAFIPwDJcVC3EQM5nrPDTIRDmycwFnB9gmt7ZOMY6SK0ZqGkkwrSDkCMl9zEjrJ+5j/9EF5+Bym3jBjyNOyxxjHVDmHZQ5I9kAcWlkjpEJhxx3PeME5ZDRSS9MjLO+uSfctJW1jRjMZ1EdPTLKiyoVwuTtSYAr4ftXmF5eHlqkz1NDMEjOKKSqAWBUb6qJm2VRkk23zfsFFoW8FpsXdqEoZh5so0NgVSwocZC9p+jjFCMmRwBpDIjPU8vSXgJQU8IANiZCpcCxD3fZ96F+786lchbk3gzy82pDgO6mqe46hwwwC3SnTRr30xCyvnJRcNw+hGDmcFXlR6Log1RUnh+scvpP3o+34IL/hL7ymSperAJh89m4Msg1Kj4GeDKkkoJqd3fMtdQOPh1gPSvIFbG1B1iTV/kD4R1SIVyndqHOpza/i10dErfyi6E4CZUFmyTWc68ajFnPbISzhJB1AM6NQ5SEDZc1JTPWI6lk0Sc6JMBoFFFWmSabMeceLpbF/TMLfd5bXbHlekRqENmUSo+Lf4BB0cdHCIvWDoyeQJC17TpL2iFNr1ApdsHI6yMvU1U1c54bbpGEBQM3vT5NdbhyJBYcELqOQiXvm9GRBOCeHc0s6nH4vfCwvc+dS/hfd97v/5uI4fQHl/ABSac/FEGXjPZZq/W/ePOGd3POcNAAC3aPm9fV+Mfy9e2afDRZBplnhP0HkdkJ4mcK5Tso8GNSA5FTo37Lzma+fIPkPKwjk/P3gSeA1q/jvfE2r7m8t7shRGQln2bEiWd58NCVPt0O44DDMy7drjxiqYK1KlwHY2UBK4wHs9Dh6IAnQO0tE0LtWUv6RG4VrB5OFR1vN41s/9+79dGiTpI4Fbi+nVyhmoPz5zosMh49Is3RJ7//yKTL7socLUCgDBmfwH8HYPPBpl+0rXhz/6o7j1ZW89DPQkPuhSMC+VWjCIL74OzibYt7/gTfjgx1+H2174ZjJLAPgLS96fQ4TOHpnuUhljtBiq1p5Uf6s3KQlS2wf5XkrU8d8JIIg1Nv2be/OVrizvQ1TuL+Y5U4AFgZ0TTh7U2TPS9t9yLZcoRQMfBhjDL1gSlId0EfCCfqfGMHXodjyj0rdNBlmbebhjNGoGc10nxdMBAOLu6FMTVumQD8fVrg/+4utx6hmvgax6ygA2AAX+21gFie+5ejM/nbmy1xWZXT4XmmtzAoxu1R8aEAnSyEJ9HOv9n3jLoXSGeOMxej9k4/h1hFYecRIQDjqeVADd9TO8/PZ34CMffDXrhcrzeVl7yrwvBYQCqM9RXuMP2mKA6Xq+Fr8YUK16FF+1SUUgwRgoGvgMLXWmnaPL+ZWJyE8Dj7RoVNWXi8g/VNW/8XjO35fW4SU0vPt7AG4DcA+AXxaR/6Cqv7PxZf8bgN9R1e8QkesBfFJE/qWqXjpj93GsJwxMUNWfNcbB5sc+uPHfXwTw5x737wlE0fKFTgoYC2bXDvD7q8IGgPeQOhTtV3tiQnR1woicYcKidZijxMn0JyIwjahnHZxTzCYddnxE8BHzqkOwnTNBsOor7HcNuj5goQ2S8PiGbWDYsulZpoENLAy6nWtDq7l4EnTqma8j/XhIZC1kq1IxWjLAPF4RbBqIlXgoBVxXlfMog01xUmLBWXvI4vEhzXltmuW95DvfVbTMbMJM696TrZDp6rIBwtzx7Lvg9tcYrtsmQr6sCu361DNfd0gLOXl4KIWBxARpI8IBJ11+OaDeMK2UNiL0saDWhwpQ58iMsYb1yEsArUbNPzXK1BeSvgg++DO5xNgZsZZDyQvUJrqity2eHSZboHu8IjWm33ZqxnEok1LXOoS1lNikzErISQlZ7jBMjJHQshBWj2sSDXYxGHXqWa8vFHpEFECL08jEols5sY2Ns+nJaMjn+7Fwy2CCi7yO3ZrGUtpcG/rtx/8V9eMvv+MdRbef6vwgJmgVa0oRqOVXZr/bijsNqYfbNarzLbQOSLOahfdFk7zp6Z57XBsR9lukxjoLVU4XfAZ94ighWG/QtZ1NdQMvnBSkNLdHXkLgLcIR2Gi8TZAJ9vmDNYoRbk/KdylWAh872Qg0R+OlipFrcQJ0JyIwiXDNgHoywLmEY02PyiUyVVQQk6AdAvrBo2srxE6BGJCCot9R9NvjXgug0G+v1Z4LPNLb4uW3vwPNgwf8jyoQI9BFIASrsuyRG4AUAqnRwGh8l6nLQ2J8YzQ9/6Bke9TXoJsEDvmG3P6CN1kzTap2SYHpIiVyJhvLju4Ap2N+fw2d1kizGm7RIh3bZrY8OM3bnOTVexFQoL5A9k2/xaQE33FSRkDO9vk+cvoIlN+d/61IkC7CR7mqCS/AxgwmzYEI4nxsInNkZkk+cgTONAj6rZzKAeTIZ4KuZHkNUwMO5glyYo1jx5aYhgFPmS4w8QNqP8BeAdaxwnKocGY5x6KtsdibcLbkGCmoTUI6ERGaAZVTDJ3HYruG9ILd//Z4aEVcF09Z2WADzqR3ceKL2W+eTmZDaYBgdDLgQObUrIe1jmaNwwYFP/soXCNn+g9/lOkqt9z2diRLU3HmOyRJEZbK1Ax7tvZOUG2AQHkgEXcZp+XaHm5/jdRUuPXlb8OHPzLeG/XegLAcDjdt0ZvBo0A0lXpzM94410xIqQwetA4jMHjEJcmMQLOMxtg5qXIFyMryv7zixI0gg9V0akBPtOdiNiTMiQyse6V4H6Rg/h4BRcKrQgmDKD2cOJRhzZBr3BTGtCfXA2eeXgGocOMvrS5+aUdeFzOzbnvxW3i+WwM8k0LWvUkVWKtJU42eD868bUo8tR2nXbcBG+yBzNq9Rvb6efh124vejGGrgusT1GkBptSZH1hmUJgsRoPgjmffBUkJ0XwN/LI3I2CP4fjsEfWCW/cEehcriHeoly0/kRJcTEBTYTg+R/YjS41HNMkbkjLCVFHq0/L3o6/L0aXuvtpz9vlaqvKFI3O4suN4HoBPqeofAoCI/F8AvhPAJpigALaFFJctAGdBCco1X3+cngn/M4D/78b/v0JEfh3AHoDXqurPXeqbRORvAPgbADCpduEXHVzny8YgSQ/H7zjzPTDkrZ+Hgrq1VlS2x7lpDnM2YHGiiNsRaCLqWY8QIuZNh+ATGj+g8uPksEseB10DVcF6COh6j64LSOsA9Gx6MgW3PIithx9mColPzMX7/t98EydHKXEiNgx8+js8YiojoMGfRmBTU063a0ADNb8kVtDMR4YE3b5s5uyR10u+8118KILNbrXfI04Do9b6NG6wIlCbjN7x7Lv4kG7CSE0zul8KFbTyuP15byzGYB/54KtJc8+TDQdkmnpJAsnTU2PeHzpfUSGaqO1P/Drtr6y427x2m+YYTZOw0UgopyvF18CmB7EeteLUHvJSiqbBBfI0EYU6S/qhQmsz2/Fjc42eky/X8U9YAq6ljCKsbOoUeTzU95q7u4EXyY6l3b369/py6/2/8UbcesvbEC6sod5TXsETaK/BwIz8X7dR8BqYskmboIxUUSXGwMFL0ehfq5XTA3KhVRzfO4XvI6eXCWWyV7TKWcfaJ6Q8DcmHftEk+Kc/9MN4+e3vKBOerA2VlAgSKRuvTI3MvgN5KibI8Vgm+VjHKwbCDu279S7Cfo9gPXMG5TJlX6Lynqw8hq16LN4qQbfFYxoaKR4zQ2N7bwCGrUTpwizCVRGhiahChPeJjZgKhujRDx5tF9C3AZoE2jvKyjqTwfQjK8GvzVcB/B3RETR7olb2RxARggliDXHPaw9+jESVwfZYYzwVqrgIUh24D3m5JpOxyy1RhUJKpFw2BSsMLJPFaeVw24veTF8PJ4izmqapladcJccOXnxOLGIxa9hzvrlYIkJ5pmRGhzOpnh2DqCJNNwDAqHD62Oyii6/bHOsJYy5p5UfddTKgwZo0dYzm7bcptel2xFhj3B+HKZmKcaIYTgxwdcT27grzpsOxyQoTP8CJYuL7AiIkCM63U1zoJmj7gHP7M8TOAyt7bb0r1wNWHkMUwCugAq0SkBzOP/0axxOA4MKtt7wN2YBZnQA1m1EXWTrkhkIvftwVBpwxGcyMzw1kVIQVIH2HFK4NEJZXMsDHDalQ2JNdP36Vyj6aTRnVC58r2VywMpBs8NBJRcbKRY3+R9//atz68rcVEIApQ1r27JLyIQIE1nvqCIqJWjLTtCoygkfzerrUOnTtNrsIBz2yUTZPsH3doEBAYclAYFHKUqbuooLkZEySMTy+7ItOSu0wym/4Od+ah1LaeDRZUk5+7y9mSObvyYkk+etOf+u1rRnzSrWHUyWgoAp4q+Oi8s6zIRh6vgbXxcJuzJ4xNHQURK3Kc5GyKL3mnjUa3MgSzNdENHl2G+HWnUXK0og2eUEd1UyOMXo5BAe0uORz/AO/8gbc+TU/ZHWzAzoDaK2O1qYiewMjw6PUWhf9PMny58sYmarqr138MRF5G4BfU9X/dsRT9KUFfKOIbPpQ/ENV/Ycb/38ygD/a+P89AL7top/xdwH8BwD3AdgG8BdU9QkpJv5YwAQReQ2IjvxL+9D9AJ6qqmdE5NkAflJEnq6qexd/r53MfwgAu5Ob1e2vafLjfWnK4IA4mxTWQqrEbkhgfcJDPdDPWAhoYFOfaoVWygf3hCCCdwlViHBOS10/qEPbBQzRoU8eMTr0g+egNzr0qwpoHfyeN8R8Y0NPfNVseBRxotCQOCl+AtYHfuUNdCrO9GJNJSapUL5SIuCRdeqmsy+T8fw1Yv4UQlp/Mj+C+uFrV5VLr3BKY66kgMtThzXpv8zh5THlYs9lOmziVClVHqkJfMnGynjEyvrOBKhndr0KEIY0Zm3HBAgjkfhwtUm50ZBl3fO9DB5uuDJr7c1rd2fryVqdPhg9NJqKjZcXk9cwj3yYZgYAKFMIo78BaYkoG39mI6gbCw1EmnxKyp034FpjGHQsCjITwfWAX2sxDEWuWaLRRQcCY7FG0eE/kas0UDHrWdlg5Cb54mZbhVOVoqXOD03+NMRGIduPHi12tetlp94BPyj9CRTFO8W1yc5dZgykEn8YG8G3/5l3oQZKURGno3Rgk2J96JyUe9TDr9a8Xq3pTGE0l2XUmzE3QPMvABZ3h0LRDssrY7sd2nenN6u/sBqbzCwry3TZiUOcVUg1s9hjTePadlcOG9ZO7DoOQKyV085JggZlFBkATYJu8MDgsd9PoFGQBl/2eRaIDn7lIL25zavttTpOywArjhPvodWNT0xz/pEPvprSh47Z6uI999GkLPyytCwnbhTqvCHMGGURRRJhoEyqPfSmOaafeviaHe8d33IXJDjLpBekLFPYeE/LHhoqJGP0cG8d4BctnwuV5x6Z0qVNy3Jjp7np4L3glxYrWui0WqQMAItuVN6kH3aaopnfXgHAcmjP3X6yEqwYfx+A8dqtR71wv0W24/qEQ7dle28NxKlCA+sFTCMm2y0m1YB508FZZymiGJJDB56rg75GOwSshwp9cjhYNYzR6zzSQQVpHcLSQT3vAQiAAZDooK2DBkp7RID6hsc/2b3ckmjT0Y57kNajuaJgTEXIE+/iRyKG4RqYq8q92ItNOoVjare+dkCIGEgcDaASAzuSF/g+FfZibthUmBaU6gCHofheaOWQfANZkwl0qaW1R6aJx4YJHX5N3wYxZlx5HgmQ5hVcz/SBOAmFQUdZyJU9OC+uF/wBJ8s5hjR7eNCoNhSJB8DGeMjxoSKI1cgi3GQwbhrXlmW1RU4d88a4d+Y/U7wHkGsHPXQt+I7DoAxMrI+zhunnV/Syj7w+9LHXEOAUA2r9aNqc6wQxuZQEa95VKcXbYHTEiS9Af5H4XOOhA2CSXJMzpODK9SkxQtaRkptpXTwr/DpCaoc0CaMhY/bOAhC3JiXS/OKlkwrS94DaMK5p+Lft80XS4SpoikgYI44BjOk5yMyNR79/DTj4G6APdb6RZiLyvwN4q6q+7fGduf+/W7+jqv/3y3z+UpPoizewOwD8BoBbAHwVgA+JyM9dqrd+vOvzDiaIyP8EGjPeqsodSVVbEF+Dqv6qiPwBgK/FY8WKaALaFggz0gPrCqn2LGCtiO22svaWTVC/DQxbygf3hA9MqRIgVsAKSiHL46FT96KtkZIgqaBfB9JQMojXe2AQuKVHWEtp0oopDSiZgE0m2QxSg6gOcAcOX/neu/GHP/DKa3mqufIk3/uxQARYlKkaG0ELpREinOrlYst0Z3BaCs448YWqPWztXJPDvO3Fb4G3yVOq+fN9y4i1clz28BfnkDINPusR80MupUPoaTaWvOPZd5X4nO5YjfpCD9f3iLPKpB02UVTl1Fo9r4Usccgot8lAvHNwizU9Krqjy48kKWTRAlVA2pkhTiu0xyv0c0pu+u3xek0VkBpFqm2a1+dGhG72+aEPuyYlg91q9YLyazelC/l7xJzvaVqno6zBZBR5OpG/FvbzsqwiXfveHABp2FmTrSGMmnErBEw5WgypUmWeJd2Inm8WuoAxKuLVuWk/1soGXPmaySaejOvSUYMIFP+J7MeRTJvocyRfGPX2F5tFrk9UaM4P8CtQ5uDAAjhGyFqAhmDaMCVbKzVsBrKkQL0ZnHYJfj08qjnZZZfm+wpjczxhMzls19SMHyOI2+4K+hnKvrep+c4pDOpJ7Sa7goCw9g6xc0j7o4xIDJg9dE13YnpdTlAzkJD3s6ztHhogNYCsDcQIgq+6+278wSuv/Z5LNgisCfZ28wiTcGwCD7DpLKBujAUcyea4NJWzQr1yGGbMbV9+ww3X5DhPPeM1bAA95Wy54cl6b95zbgQms24bAOCAKqCwtVIqNHBZD1CLFgaYEz9MHNDQrK8YxwEYthvU9yzL+SEoMdZI6q1xmrvSzMnaYuyuYlpIIMeXJCgCuATdUuOwPu7Qz7j/tseBVCvSiQ7iFJN5B6eC2aSD35A3DtEhJge4BGcSnPOrKRZtjSF6dMsKSEzlkSiQ1hVz5rod436TGTPnKFnX8Zz3W4qUBAiKoeWG/JX/6q34w7/0o0d+/ZdbH/7pH6HkpRhz5oFD3th03OMUUChrHZtIu0EPpQYxihMYpmNcZnyUpueo67YXvwXOkrboCSAl/hcAUhL4/Ly2BC0xn4FUO6TGpC32bI+Ng7c64pbb3g4ZtMgd+u2A5myHEp+dAOmSsShhPhm+ABnc6xxUPNRVBXDNJsmuvVQPcPkliZ4q6C3JqgpIkxrDbkN6emOMrwmBjcz8yu1G8UDKQ4LieWG/wGFsQ5R7KfdULWAskIGFNAINLdkZKjDmkSCbZg+NQ6qA5gLQbQvqCzj0s67l+tDPv5b1QoxAJDivGRjN5x8AuhHIcejH55enBE+zH4sD4ITeUxifJ9dkRQUuIulkYIy/bOMeUcozU6jJ3Kp8MfVU7wzMGhltd34tJcPv+z36kMWdKcL+kqy42RRZrqtVbRIQA2qVTFvXR2jKKXYcRPnE/dqt+0f1c7L1nQBuVNVykkXk11T1Wx/nGfu8LCuZvyDWFR7HPQCesvH/LwMZCJvr+wC83XrtT4nIpwF8PYBfevxHeXh9XsEEc558NYCXqupy4+PXAzirqlFEvhLA1wD4w8f8gc5Bt2eIO1PESUC3GzBMSaXtTXvbb1EzHqeJ6H5QNs/eJvIKaDKYVnhjOp+QoiAOAevBQSNptNCc0JAjtMQ0VWzU/No2HQMN8mQMAjMD44Y+zLn5hqXQpKl+4i7hMsF1Wqj0xWwqMznKF+vYJAAsJhMgiXpsNERSU+3Qz9yIfD/Odcez74LUgSNdwBoqwTD3NEBynFDKEOHgjeXB+LIcWaVNNRqYAeX1ycBJlwwJp575OvQnZ6i7VDbk1HjqOQ1t1yTF5dy3sfw7Th3NwTo6sw+7DUKmH1dXcRsZOpy2GqxumqLb9lifEHS7nIL1xyO0SnB1HPHH6IxN4YDBjOWiASHWYUkSwK5HThNg9DWCARIJHGT9OK9RKwptqs6IyByfikJj9L0iVmMR4tcjgn2t1yte+lY6Yme5iYyTn3z9ZqqmqBWL2VshZFM0AElLj+os7SI72V+L9dI/8U6TFWwAWFZoF8rg5q8SgW8paSDdO46O+XFsNMuX96RovuIlb8Hy5klxVHaLdqSCbxRIate6b814qxLA2X6lCsnnYDAPifYqqqSs/60DwdutCnHiMDQO7a5Dv8U9Ll9LRYrjNyZeGfTKgJUDkAT+IDfXUtgFwGGAIMtJCLww/KkAAQAASURBVCgYqyYDXXG8tiVijFnsBUMcf46/ioL+ileekKkau8SxyAXIToixNLOSJ2iyMfXdmD7lvzkNRIlke7zrzq/7YYgj2yxP6srvVJT0AkE6lPxTXNGHhDSrTZpBwDZfh9INwBqQLU6jb3vxWxBO1oUa3m+F4pXgWgIDWld0Jl939v9Q/BlKprwjIBZ6CrP1iKx59YJ+p4JvfDmObjcgNoLVdYJuB1jfGIFZRLPdYqvpUbmIed3Bu4SYyEZcdDVi8ggmvfFOse7p3bE6aKCdg1v5Ahg0q9yUA5mlWPbnPh8bLRMKfdwo5UynEqRG4Fpg2JpcExPGS63bXkRjQvXZkHLc+1XztJlML8nXyAY1OoO29NQx3bwBC/2WL/vA4123v+BNhVkF8JpMtTMfEhvy1BvsH08EMhm1vEiMsqTIocQy5/3Xr3rc/vw3QoNH7VC8NJJdw4CBJDn6Mm8nlho0TMyINmSwRYoEQOUq30CbCuu0RtqacO+dk/WwPu4QGyHb1o/vRTkuq0XLcx/j9Vj2S9tPJZGdyOHDxoDB8b3NnkRkJ6ZSVwKAdgZCKSV+qRZUCyCsPYbJ1b3sK1m3P++NRd5X5LCA1bIjqwkAm/XBpA8ZrPQmW4kZMBWoPXzaHYdLeHlf1Tr1zNcBdbDhgxZmbanThziCCQmFpRYbB19TyuvWxiZIWur5zWQbbQJNrU9sw6UEVBVBA++s5s1mFvbssVoEUKQ6INZjHCSMceO6hCu4fX91E0iw9duP95x9aT3q+mUAXyMiXwHgXgD/A4C/dNHXfA7ArQB+TkRuBPB1uJLe+irWExkN+a8BvAzAdSJyD4C7wPSGBqRaAGME5EsAvFFEBpCI/zdV9exj/Y44DXjgZdfh4KlK+uFOjzAZMJuScugFkIFSBJ/GxidTDDUKdHCQ3pqz7KY/sPh0Cags7qYUq4VCnR8SYwFLmBqjpnnInxsn/ykQRFBPh+tYMzHCDYwh+uV/em0mZXc898e4QVV0igcAVN6KAh2pqRsRkiW3N4MOwRFBVaK8mxr1TQr+1a5TT38NYyynFYatqhTUrkuorGmi8ZM3+mXWxfO9dF1CnBk1vGNnvPl63P4a6DrofGa+Ch7+oKf8ZRLguojq3BrqHPzBGheecdKmD9R9VguHsEoIqwhZaimks969nc6gQbC83k7C71zqVV56xUnAZ/7CTWhPKsKXLTCbdrhhfoCJ53t10NeI6nBhNUE/ePR9QIqKaJOpQkV0oIu8gs1Ya82V/e07FDmEGw5fiwCKS2+OesoUxlxQ+M7OpdEZg1hWe0+zSBXgRX/+PQAYU3ot1u0veFMxSJRhMNqzlqZG1Fy7c4Z0boQE6Od0nobw/qIsQ2jAOEiZVIkqbr3lbYeM6I6yXnbqHWbqKkCfCoMmgxROc8Glo5Qlm8UacDDMHJY3T1DvWaE6seNsI3LGO+msHqnxqC9YlFNHHxS3v4buUIOa5g3lOp7mdnlJLkgAY0xE+OUAf36B/qYdLJ62xVDeI6x+K+DeV5xAtwujhQLZOI5IYJ600I0+A6vZHybvm67nx7GUAsK6fmxgMtNgdNoei15gpNPK5p7b6TgpM3lOe8whLBWu4+9v9hJiw+nTC/7ie/Dxf31trluAjbMExtNKH+lXAwCDP0Th35Tp5D0ubU6DYzIaLK8JTiaV4ElUvPjPvhsf+4mjxwPe+XU/zEasYbNeUjc2mqRswFWAJs8kCrWikv4kzlJtzGemDpb6MwDrFrozB4aEuE0QoT5PLbN6QVhF9FsB09MHiDtTtF9zfaFnSwLCwQCf/UDaiLAeEGc196fgsL55jm7boZ8K8Ikrf+2xEZz72hrr64H2xgFf8dUP4Cvme/jGrfsxcx0iBOf6OQ5ig3tWxzEkh+VQ4cJ6inUfsG4renQcVHBrB780VsxgU9wE7LQYJWAbgFlZh3HHAhyUf298ToMNHVasG5rziunZiPVxD9frNb1273juj0HsOsyeKjTmUSYE2URbnU3fkQcVQDSNQ/K8VsMylc9loEGSNdiPAwu747k/ZtF1HrHx8OsBMGCwACDGUMzJTiVO1MCR9fVkJDhL9cmxyhD2WpBAE9n1UCbWEIdhXsG3kQ11lkOosTWxAaQY8yZVZMNKorQrTlnjpUowTK/iJAjQfdkx9FsB+08J6Odm9jkjyxbmb+RaJqa43mqAbkOm0OdrUxFa7iW+5/e6iCLxKBGFG4eZPx9W9MVx3eGEg0NDnOw7UnuoqXKacz2GGeWkp575OgA4ZIz9eNbtz38juhMN6rMt3/cw1rWHEhwGZbOuSrDXAEpkZicSNHjEKX1LXJvQnIuQgXKnb/2b78Wv/YMfuKpjPPXNrwVEMOyykZdIlpV6Z+aRJuXMLIqcYjOtkCqPajEgTgN8Gws7QOtg3jGpPE/iyS16KdUV/IUlECmZkC4i7k7hll2R66YJQQ016WOOGXW9Ik7Ithwmgmk7sL4xkPfRlqr+lSv52JfWtVmWivi/A/gAiEX/U1X9bRH5m/b5fwDgTQB+XEQ+AT59Xq2q104nubGeyDSHv3iJD/+TR/nanwDwE0f9Hf0cOP/0iHBijUkVUVcDgk/woogqiMkh+AhVYBgCNJE6q4ODrDwpsgmHpmCcctrGm6e5+XP8a/w79zB5qONQ9OalSNDx4RZrPlCy9kwiEFZmWNNhzK2+BqtMt3J+rnNsfKzgk0y9DRi1sUApbHLTTtTUlbi5jK5LAqqlHkJEj7Lu/IYfgYggTisWpn0CPKOkRHNiw5jKUYzl2g29q5iRnlHVZEhAcEiZZTCfAPMJ3IVFMWzMxpx+QzObM8zDKvFBr0BzIaLaj4wQFKFJmAj6TOPe9Wh3GJe0uunozJJ+C9Bv2ceNW0vcNN9H7SJqN2AdK6yjxfyZu2xMDrF3SIODDmLsA5t2RNDLIMsVVijgl8sgFw4XtAUA0nFSnP+fi7/cyPFeSIeudUkEb1zjijHktVq3v+BNyLnhTA/BKHHojSEjAqloCBo9m7DiL2AFr5rZFMd9KACUeiaXFCr3VaxbX/426JRSnLBM8F2yxl8Ky0BF4BLNm1w/FgC+DtCa8Y3M73botukOPkw4fQ4rTotnn6XDoU7I2vF2LcqQaHKXAHdhCZ1SazJMfZkiqJ2TPKnzLQtBv+yRao/l15zEQ99aoT2hwL872uuPDbD4Mi3GcGVTBEr3pHlaZQ1S9o7JjVZmxfBa4rXr4jg1gx76cfy3TUGFpDL4bowqBfLHeK12W5QEZA8NgsFqNHIyeFTGZuNarNuf90bE7RphiEYlNaPFuMGY2lxlD8oND8o1qo4ykZxk0+0ExNxwP07KrZqzOeJGRKolbQAZGM/PgwRZm7TAUy4njWfRvdVQQ5swasq9QOoAWXV4/yffjle85C3mHzIY7XgEFJAAt+wRb5ggVoLJuR5+FVGiXQdjOxhDYXXjBOvjDgdPIX1ej+g1lAJw4esjvuob7sNXbZ/B07fuxbZbo1ePs3GOPgWcG2bY7yd4cLmFVV9h72CKfhWgvYNbekgUhLUUrxm/Brz9ndlbBUQw6njWp2fjO2y+7Rd9Lc+/Rcs6ocolKVkO9nXVIqHduTYMlfHkJGhTF4NMm4uYHNMo4k4Q89DUYm9zE8I9G8jWXvmezAwxdVoSia5m3fEtd5Hg01TjsygBm3KXHDVbPJFs5YYyPyOGGaNnJckherlKQH2+tddn+3TgPlpMKQFIN4zRgfZsyYxFgIByrgGTY3pMBhRSdXXSwBQczn3tBP2WyW8q0F/GrqFcy4YlwQO/zokLsLhVlMFWWBm7wFKOChMp+x5E7kGllrXBzugJYdfx5t4Z1WpHBRoCUvmepy+OxYQ6Qdx6ZATn1a5bb3kbMKt4napyb8uM25zCkKf3F31vlrUyjhfQJhSgzK8txatTNEkR1ld/v935jT8KWIqcxLGehXNFIiYpQVYdsLbEhaaG5MHOqofOarhc06cE6Y1oEbP0043Pk8w0s3uaDIRIkCEq0izALVow2Skj9RgBOVj9h4TJGgiLHjJEpAmHfo+2RGQPj4BLIaq6LSIfU9UXX/VJ/HysL6A0B1zhcajqfwbwny/62D/Y+Pd9AG6/psf2KOuPM83h8S+vwCwihITgkxlOE0joB4+uD2iXFTQ6oHVAFLjOFafvPAUrGvIhFwTjx5I1I8XJWC6aNmzeOvnjtiEDG+iubdR+Y3KWKjEKLgud+kDxbf/j3fgv//zxsxOGrQp+RVfYsvJmE9wIMMBQ5chmvRjXbEQelpziXF96c2J3gq17e7z0T74TP/OffujIx5imVfk91Fwa+unM6LGhiSVdZNNooqNaaMObW3w2Jko143XkIoFe0dAloq6uT3D3ngaO7QBJ0TzcojLQxG3EYMILvRWcYH1dQD9jnF13DOjnirhzFU6EQXFye4Gt2ooXFYsMCzjoa5xbzchIGDzi4OhYPzgCXx21t8EmY361UUB04zUqG9GSm5FR5Rp2Y9FXfBeQ74lstgQzJIJlz2fGiFFGEy94v7pKVOmipSKIMyZ4lGQOezAWjw87Xk2ctHPi6QodOrSCWCkGo9hmL4jkBdoALnJyNHlohTue+2P4wC/fdcXH9/I73lFwC0oriOYXKrZ3kJhILwTY0Fd+LAxyc9Y5uOAgQ4DuBKZ0TMYJnyhw4em72P3tC/aeMAPe5zhWAdy5Pf7uY3No7VEdDGW/SY1HrJ1FPQn9EQzo2PvKGVbXCdY3JOju1ckcUpMIam0a2eGRAGtx+877awYTsvFnvn57HfdbbABcG8/UQ7RcoFBySxoCBL7Vcc+1r/WtJWuY5CzVNCRLlcAtFc//3rvxi//i8e+50Qqt7EORi0emBgiYLBTIrmk3AIbIQl3cqNlNFf+IMvp1mHISnyqgWih2Pn10I75TT38NMK1pQNcN/F0bZmooemGl/KKpaAoWtRTmNAmjcXCqAxkVZmI3xrcCYdWVn1kmbVaohnvOAlUFnVRI0wr1hR4SFeHCerzXuzh6KFQei6dMsfdUh2EL6I4pEz+cPsorvfTSShGuW+OG6QEaN+AgTtCmCstU4571cVzoprjnYBftEHBhb4bYO2DlIa2DS8Kpb2+JNz3lYn4NYz0BWTKWYy6T33j+AwUEA1DM6ZxJH5Pn/aDVxnDDgabE2eROx4FDCoLmQsILv+c9+IV/8/jZCcPupOy52RsHxrziselIbY8AOpR7k8amI6LY7bCBDKvcXBtIKILpw8PV1Qu551FrdDeYB/k+k26MwM7u9GLPkMwqDEmLEW637Y0Nab9DBN3xCepza3thFqNt92dOqoFzcCtes7ocuC8ftEBKiJZw1R7zpU6IDZv/Yc73fDh+9HpBvXBaHMa90a1dqVPD0tgxfWYkjn4WruNz27fJ/p82JB4bk3sDRjLtvmBew9ikqiP7I8GXnyFRAW9G1KpAdMXsVk32kZvU2DioVKj2r5EJgR2DtzSkbFAofYTCIfvQiCo0+ybk12VJBiWBKMti0gaIZnVUbByqg4iX3flOfPR9V37t3vmN5muS2bJdHEGZzbUJeGUDW78h1Vl3kGwyn9mY2SvMbZjm2tLA/Tt/7H2ffDvufOrfAqYTvi8TshVcvlfs+0tkdlT4wa6VyF6h36nRbT86FVlVdy7zuS9sIOFL63GvL24wQQXaC/ouoO89cv546h1S5yEdHb5dMlPBdFExsBonsCXmJuXJFX+F89wIM+XQlQcPUKagG3+LIxrts3bXUPtuSwqQwO8fqWTVioWCb7Vo9x7vSsEhxH6kieflUJyxJUYgbcSOaaKsQYSopiGXGWlnxAIL2n7Gh8r6xNVdQoxPc+XhL2s7tvzQVkW0TS5OAhkL3vKqVQmIbK6ig0ym8ZMSqZZObuMDv3wXbn3ZW6kfAyAx4YMffx3uvPl/AxYrYDqBX3bwF6JN24wu11RIRjNPwWFozLkZG037FUZDHj4BwN5qgpgc2hDKtZsdv3uT58TeI3YOWAWEAwfXSQENcozjplFSaZj82MRlP4WLATBntHFGR8GM6gTejJRiBejMHKj7sTBOW96u10StqtLg78Xf/W587N8dnXp9aOVJT2+OzA5jQ2baR+kjpPJwm9IlBTRyQ3MD5UPUOo73WWwEbuD169t0VfGQubByUUmbBJhdbZ9nc8ZCTH0G65QAhGWR8weA3gYrGmql4OA7Z2ZeFt24Unzg138MAHDLrW8HAMR5gF8M+NDPvxZ3fvkPADHCnV9ApvX4syuPNK3gPd8brUg/hhAUizUbAFEQaH0cKyfTZP+ZAl5J3kstJqwD/JJAbVhuTMoMLOSJsuFhLpZEilzh8C8d99aSgKCAQk12McZw+jYhrMbmTlK+Dlhg1vsRrtMjF4mXPBeZTWXHXprwnE6QUmniJcZSDIqYDj1TbcUZC0DoSK80kOy3sw+FYH3d1U33kk3INLnCVkviSPnNTYRz5dxKpMRM1kPR0/PF2kRPBU4FagCjegd1iu7mnfJ1+bo7ZHwamMAkQ0L14IrnbN2hjLbrenStD6TbamBTRunMVTwnVRA7j/sXO1jHCg93cxz0DQHcrkE7BOwvJpRALgNk7SzakHVDdUAAK9PGfa/F5T5f99nPA1A4yCE7ihSsmVEg+vEZwtfEl7TJpnIDjAVoP9+8bNygqA8SNDfp12Dl95UabruWFdA4Rs0ekmeUpCdAuvz6+Fq6qb1XYfyeZFLOfuvqdJE5NpQ/TEc/nJiTawSwfbgwWwBk+j+P1WL3OkoY/DoYeJb9DQTVYsAHf/H1ALjnykY99qGffy1TAwwEdAfrca8ySZAXAWSCnHpQUms8kCoDOnOy0hFXjmf09IJkCWr1azHCjKM8MSwT99neQASrnch0IXiQKmeDBT5LM1gDjPUNNvZkDsAE4nnupU+AA3yXvU+CyfgS0sSkisr3IYkNaqIiTgJuufXt+OkP//BVnYu8MoiJBNYiwt8tIpRpiQDBgJEhAd4GRA4s7jf8wwqQGwQqrqRj9HN6hPWzq3jfTO4IY4IV4wEb5mXQS51jtCVQvDE2V06vYdxwIuAqQsChqQpYk+uFU898XQEJimnipGG9sO7G2nvN6ztuTVjHmN8FZLzdNQ8fH+Pli8hJAH8ZwAUwqU8BTFT1CQxivsbr2rRfj399oRzHEdYXNZggA1CfrhD3AnIckSjge0GdteOmxfX9WAi4fgNh140om43MXaLROTNZMYDOppvNfgqkUwkwRjoZ4JCL1SwJKI0eiBRz17AGOJJ6FpYRYRUf4eB+tasY1VlzrrD/ew/A6KmV41WQ6VbDhk7b9ICu4wMjpyx02w5xgpJGcdR15zf8CL0SNvXuFx+7G6ciqQnFS8HZg8O3sYAb/AZFpuuVaLIEbsCqeMVL33rocx/6+dfya7bmfJgET5pZPwApAm0HhACELU6KLMsZQDEx1AtAXAtce/QCSQbB/gNb2G8SXBVLU5w6TylDSxaCXwvqjlnd3owTswQnrDkRy4ZXPA8sXKCjgWJhIORTZcVBLlLL9MCjUNMJmvB7SLHVMjHNv6fbdgVca84N8OuEO57zBnzgV95w5PORl1v2cI3nA9CBIIKDTSs3mhGbJuTJaX5wpj5gmFdQcYXaDmEDKUqKPgCEhV7VtVtyoa0JlpjKNXjYhd6Vc+V6MgXUCh1+UA49MNzApheAadJJnX3ZqXcgNQ6VKqS1a/cX7NptGmC1BvoemFSQzoqnroeLEfAewabGmaXg+4SwVuAcOO1eXR0QVvwPFJDojCUgheFSzD6XlhTSjx4W1TJxUmaJF8mLZafztefpm264VBdgLINLpcHZuCY8z6nrFU0bEZbmRZHZSsGKexGb3Ck9Fiyu7RUveQt+6mevfs8N+515y5BlUDrJHG1q4AEjNGkYmym42bVbvQAz08KaGV+qBe0xMqH8CtAOGKZHK2xPffNry+8GUKa5NpAc01+i3edekKZ+bFAqV/LWcyQdfxA27gW+zk3Gk18NRVLxwV9ik3bHt9wFt+D01y3a8brN+25V0bXeCdQxbSG74PsKSN7iEqujVVwyANVnJ/jsuZvxmVqhVQbRQcPEBLiVQ5VZBzZsyE1ctdJDw4by9yWabPoOjOAWHfRHz4AsDcuJJsW7pkFhN4ZVxsoEmWEVmw1ZmfC5dMttBBp/+kOPozFLQI6FJNDJBogmvxvPWWCUG12M8Qkg9nXJA/1xQVgDsbLzuAaa80dHP+74lrusceLPLvpt76DIJssbe6yxD3hQGVTAIQ19vuhdb3u4MsXJdRG3v+BNjOk1cBDYqMUUNpyxn58HD1UozTREyMoQRbfNPanIEXpBOHMV9UJUzO8fyr4X68N+VZtmyjT2VQ5gzNR3lIRsANp+wyclZMq/8DQLG+kiITNT403zygRAkodfRww7DQcAGx4FBCyywaAzv4nIutLzfbzthW8en2dXsUYGwQgeEcRPQDceL2UFYDIUYHGIKKyFzQSwFARqMp5+Rk8z35mE6ajLJLiw+4rHbOzfKkvLyKTVlADUBnpI+X4eVCwgFsEEq3+9DeWs/jn1zNfxWp7UlJ4B+FCux1ICuh5SV9BK+PwxANcDHJzVlvoUpAw2nA3L3KCoFpe9f/8jaAp4A4DngB55PwngFUc/cV9aX2zrixpMqPcSnvp+PnFj4ywvmJ87RLPdYBrkBkqyqZUV92XTzM6qCsuc5gM1VuMUNDZGpxVOZCUp2m2H0Bkyv8vCYDhJCt30dHbxhUVGSjFdG6YW6TMVrE7W0ADMHoqPi6Fw2wvfDOyYqWFFL4HsCi+DoZpRIasl3Wxrv2GmEwFUtMlURapM8+bFvAIcuh1g8dSE+ecccpTVUVbamsAt2uJVUCZ4ANKkNvDCmq3GQYUVb5lqiBTkJ1PyM9CQ6WquY4HgUwJyrrMI3IbzPQDE41sAAL+/QtqewD10HgCgN56EnD4HWfeQISEkIF0/w+xhbuKupxN/po4DwO8f4Rw0ZyO+7u8fQCc0NksTj1TlybQhwWZolwKb+Cw9yNGCziIIGY0opdkCgBzPJEnRz0fzvs0EDDgyN7rjNVynGKYOcTI2udOz1GRmw6hM4c3TjzLt7xTrEwH9XDB/wOPWl70VH/7oVcaWBYdh4uGXROzjVkXAb9UTWDAQSlIiQyHGDdd3TuLDoocoAcZYO8SaBcIwIeXUDcD6uoBu12N+7/poxycG/i16A93G1BCJCoFNIrzQsd78C+jVQPOw7OScp+s53jKzCADArxPCgvdH12TpkRwq4C8883rs/swFYIiQdQ8sybBJuzO4VU9TOydY3lijm5MmWy0UzQXF1j1rnPzNDtJH/MER36L6guLJHxnlWhC1QtOSEwbbX3WULfiOxaVvmaRCqu1hE69MK25PTPjeTVy53ghqbXi0KL0RhpmHGxT9lAXZMGOE4uTMgP2nTTB5eEC1oIGURNKbw9Iz3rYSLG+gm//stEdYsJH44Mdfd8QzYocUSEPVSQAGFtb+YH2YtmpJDqmpyrRKVIE2ci9wgupgQGw8kjp0Ox6xEQwzoH1qB3QO808F7D3t6CCQNhXPd95zAZNxkf2VC8giawMKOAANnMTnNBHbX0m/32gYgsCbSdttL3wz8cC9NeCAO7/ilXjfp+9G3GkAB7iDFml7wuM5cwE5AUP3DyDzGaAJemyG2HhMT/fY/cQ+j6cO6E5MkSrBp4/w+n0LHP+kNUwtAHUIBYi1mOgYkV3qVaRQ4lMlG47/WUNu35n14J4NV7XXY9iuytcWAFZG6QrlkwSRfKvotzy6LTrfd1uc7Meag8x0EUtBHY+/2xbEiaDfqouk4GrWrS97K7qTNbrdgOmD6yLTqM+tGTM7DwRGvBAs0CyBMwnEYNPwNtEYsVMMM16zwxwY5opUAbP7BKIBs4eOSPP3wmd4cEWHTwAAhVED5H1CaZCY7HkgvLYBHGbWAAYUcELs+kSpQh5wTAP8coBb9xh2xhiCYbuCuhqT+w+QtiYQk5GmrQncAc2c6WsRMUwF0zMcbnHaK4WVdTUrrBKyoS8lhhlo1QKayJDloPkZ70ozmxlRJf3HORQppzXadPbn8CbLRbJfVgoO0fwm4BmbGCugWjl0Ww1mp7NMVdCc68sxuS5BXII4pk9oEAwTh35WYf7A8LiMkGVQxIm3+9VZpDgLoVTRpJPJXWzc3TqaNMCm9kiUkFa8h1PF5/b6OD2x1IP+LCsafYb2iPfZuoPuzsmyMg+OLBPN0kjXJ4KKdYATgWAgoFD5UutoQ7Aqg9IZ1B29wBTD7gTDLGBy7x5c22OYhsPy1vmEwO1qDZ3vQp1DOjaDVg7Vfee5Fy081jc0rJemBgAZO84NQHVw2Ys3qOr/Q0QcgF9X1QMROXa0E/al9cW6vqjBBBrPcPLs10C/XUMKXVAKVa9QYhUFiZWY4NZjRFcxHhliKbRS5REWhtAdq9jADYqwIDLfbQf4Nalk0eIdh7mMVDRPND5VBB9iLYi1YG4P0+TZIKKnT0C3RQqwbNAmr2aJKtrjAfVehBsErmXjxWLVGc0PkMHZg3lz0qdGxzWzN40EVRwBjxRgEzLGEPVbgk++/geO/tZlJHzTCM/Q2zinEU6cemuk7XvcOE0HLJ/b6HqZ3qYiRhvj61bnuEm3A1ITygP11LM4JXM2Adc6QNoeemwLWgcMWzWGJz0FP/OfSX2+/QV0Ho61oNrPOjKa+hyi717p63fCyU83mI6Rx1cm3wnjFNE7xClNjXKDhagIawIbceLNaCkSlXf8fHZcVtPMA6BRU5+KGSccG9f80KkvRKRK0M+Y1BAbvu9u4DVC7SUnuoDp3duE1cmG9Nvzj08LmSq+ln63KfGU9fm2FDfMaDYNbOWL3GXUO/I9d22EGM2yt6zofgtojwHNOd570zN69En0BkU0R0yqy5MMOy6T6/g2Wl6zsStsP/JdKuwQHjzK5AiJzVvyTA1Z3ky3rvq8FWbtgNuf/0b4h/exu1gCdU0dpAj0xA4brZMzAMBHPsjM6ed/792mvWfmtyTFMPWQPpSJxlGWJGWxmJupipRQ+A1Tttx0GgCSNc6SCMRk4EArT3M/8PykJiCsI4aJL+BVdpQPK/MisGZ4dV2NsE7oZwQ5p2ci1ic8uh1AXcCFrxLMtiq4voIkxe6nWybA1A5+GeGCYHGzR2yA+vd7FrmXMZi63Lr9eW9E2qoIhAVSSOt7zpepZTHANV+aLIXQxiQyMqbEqGllh5nDMBW0u4LVzRGT7RbrB2dYfHnE/DNHm26mWT2yIyQDBjaBajwGu98JbB++Jsics+ZFN55NwmI7U8HVSRnYdrt1AcZmn42Q8/tAUtz5Fa9EVdd8/7N5buWhT7oO6xum6Of+kAfArbe8zV4AIF3k86qPqE8vSyF9pcv1iulDPdl4ttTuYwLSTDoBODXU4Mpk2g0YmXD2+nND5xALcytsTH5VAK1dmfD6ZUSOnnMgkOsGAmvD1GH2cMLiBg83AENNNk+/BatzWNe0gUBCZaBdhDEkH0fBECfje7++vkFYJZrudgN8H80o1kMDY7cBjEy3PBD2bNDUc5KbI2GHmSJuJ0gvWN4MLG8GfvUfvuqqjlP6aHu7RZAiD38202t0BBIcgfkCIEQgJ0bRo0mR4/UAIMcKax2Y+lSxCXdtxO3PeyPcokWTE4QAuHMHgHOIJ+YYZhUwqwpt/yV/+l38lY1g+56I/Sd7A3ITwuWnu4+6KFPgc55ShTGOtVD1vWecX3CQtufgyBikApRapySIpFwPa5kKOT82rEkD6fdR4VQR4YsMb5gIE8kqwfo44FvKkXynUFdxH5FsMs7aojogQH7wpAn8WgsI93hWv+UhcWMQkoFnT0koRBCn4RCAKjku0gvvUWPwQYSShvlY67qBA8LmPPDxf3U0fxKdGxXSWc+hYrVqRAxh3DuNbQWrqx4h482gM6xfCSZXs5QdrRyGqcfq+oDV9Sdw/L+e5wARTBhyqw5u2ZLJMOUwj3UuY5273evxs/+B9+W3/5l3IVX0N1mfHAEJv3zM6/Y3ROTlqvoREUkme3iCgmyv/SIm9/iuxWu1Drt7fHGsL34wYdUjTStISkTSa29MBXPDNgp3YWUGKc3zsF0bSinFdR3JQ70VFgsi1S64MqGQpPCLjhtR4nSEDuMe3ZZDtQ/Ue7BGNxdbKNrf5KnBihX/rg8Spg+26OcesA263peralAB4BUveQt0GvhzLgDRTAx9GhH6NOE5Cg8v+DARQZrSHb7QWFMqE9acce5bPjhkwGEn3yOuD/zyXaWZL+i4H1kHsaJhWc5qzuZ/Knz/smEjgOJsnmMky9QIAMSKwpqZvP1OhaaLcPtdefgWg7/sYdFUaK+bFhf1l34Hi4KfsWnlrS9/G2Lj0G8z5qhaeNRnjjjdtpUqD8CXcy5JzXE3izxZaLuocGsWt64Nh/TNAl5XJappoIaUhpX8efXyIu8MY6YU453dhlPGjSQH349modWSANvyBgIa/dSb9j1h8nAHrXgdi4F7V7tuveVtQM3pAgCERSzmP9L3LJTAQjH/lgJGbUhmxJpy6RO8A+oF7/F+LsUISyLwG3/36MZlmy7hEhP8SumnYQ1Kanhvc08gUyKDC8gMKZc3JGPUZCNHVfrc2TWZqaXVMuH8V09w/JMr+Asr3peDFZGqwBCRNqYfEB7ny+94BwDgFz9AUOGFf+E9I429cUiNh+uPfh9LVPhVTy+TntddGNhoxcaPE8AEwGWXcCkgTHtyApqGDTRNsz1IxTE1RRUSa058+ziyyuy9LvtXm9DteJNFKMIiwm9THuR6RbXHwnaYkK65us7iBR2wfWaNOKvg16RXHGLsXMWKWxVS4D2sQZA2fR8Cda1xVnEyBhSKbQYRSAM2injWJcdMVxagUvqqNDwZv/2Oo3mTfPAXX0+994apF8BrLZpWNtaC2NArhdcQ+IwVAgwuUIedJ6G5GXOrnmwLA6tTzf27nxNkap9xDCc+esEmvhNoE0zGRDA1bk8wzEMx7nv+994NdcB/+eevLBPLl/7JdyLuzsii66h7l0V7pHMgSVHt9aTDOwOfs2FqT8ZMbkKRm7WUEPYtJtC5jb2a+vvi6yD2XFoPkBgR9h3iNBBI6DP1nI05BiBqnqDy9zTneoLBrmFtsOXQbZnBbsv3YZhlqQD3oGrBzSUnnFzNes5fuxvhOvqohLXSWBE4xBaktp5NVrdFpma1SIUplW1XmPyjqJZgDK8A/S4g8x6p9XBXmSP9gV95A+78xh+FpmQ+T0Ca1yjGt5lJWvZgP3ohbDD1AIzMrqTwawK+2UNKN6KGRRXR6j2ej8hJcb53nAPmEwNQ7NndxiI5+VmTnNz6sreiPUHmCKWuWkDRI6/MYovJWFCms7eBAZxDnIXyGp0lXLllB4Ex+IohbH6WGq1etZjDZqNVJMC1PWTB/TnOa4T9Hv20gY8EAjZlN1n+kifY3TbBhPUxx2sLBsDXlMVVSz00OT/quvMbfxTxK46VvShF1tuxdpDAetENBBGGqS8sqkO1jx2TKIA+wSXADWP8dmxQmodf/mevPPpBbvqVGXM2blVlKBEbB+Z7Y5QZ1WMtA8DcVxgHrcEhTapSU2Svh1QJAWED8x980XHc8Et7iNPxGc3nke1VDsVcNKwiwkGP25//RgDAz5lnyEv/xDsxPd1jeUNVfDX08qa3LwLwv4jIZ0Gpwy8CuHa5y19aX9DrixtMENhN4ejKCjbtvo0IS1LuqKNDyW4vRis1iyiADxhmtTqkRuCXRE+1qajpjJEP7Mai1w7aokdyPae7yRPJy8ZjecLTbzn4tWKY8sE2zMFoKQfMHhrgVzSuqfd5fKsTLPaynvgo6xUveQs0sNHNSwVYXV9jKmC8WONQ75GO5icBMGQ7NRUgGGMYI8GVJIDYZDXWgmEmaK+LqK5fs1f43flVvXUlrQGgs7npGdWm3/RYVKjTEtfjMP4bQHk4yzDSbou5EFAmDnz/e0z/cEWvhjpA9hYQ78cm1DnohO63rktIKui3Q5k0v+jPvRvVIkFqh26HDIIc3XZVwIqwodTgoCrloSrrAZjUZcNPTSg5xNq4kZlhLBtqyK0AigmpZuyhawdjllhRKAJZtjQ+s9+fM4OzXCfWDrNza6TGo94Dqr2+MB54Pifoth3SjEBPCg5ADd9rMe4RvezD5lHXy+58JyRHJW45NBciUkPjT9dHoAXcqkWaEumXZHFP3VAatuLerXx4eps0yMQM7LaA/nhEf+KqDhHAeC7yeUbgRCDHvSIq/IaemMcjhe6f89fpK6CMMtyg+rs+IZphn8SE2YM9XJ+w/Ynz0GnNa3explbXeyB4pBNbJRM9A57ZSCo3Gbfc+nZMAPQ7gUZp5lOQDuWhXOkaNaapZuEe1pRMSGeJKnZvu3XknrQVEA0wLUa2YpLPdVcKJfWOBqiqCBm0Be9f/twK/VYFeMH6mC9mY5IIkExPD2guZFquoNlLWJ10cAew6xSYPNyh3yGVs1oao2zqMMlJGUdYt97yNp5zGaVIABCnDv3Nu6geXnAPAQr4khtZUUUygCzrvNUBqa6KAaN6QXscmN+wwFOPn8OJJy3xsd/+mqt4z1isxmmFTYO6fl7z2t1w489T5zHG00CNfF2rPTPXjBpzy5b7Jgzoq2tmtHeKsBxQ/cEDBaxFjJCWfyM46KQeAf9kkZ6DIk4E3/p/ey+qA/7e/qaAsOB+5RINJOWoGmYFZEiIO5T/IdJDxGXvjprXbmyoA3cdG6p8f2pjgIL58GRZSqrG+1W6AdIP8FGh1dz2XwOVXJ4uK9YnKvRbnl4QnaLa66DBoT5HoNt3FdR5OAPG2CxYLOuTBZMzbPALi/Eqtt1v/V/fC9SCrubPDWstcYBuNVAW0/blZ0uye0j4/vcTKftbaAFn0oOw4te2u4I0i9jZXeHG7X0AwKc+8WVHP1DAntFkpWjlC9OwMJdsX+W+51AMsfMwOhtKwl7fQMmfBkG1lyCayjVKWWhEte5KOkNBr5MBC5KYRuW510nUsuf1c49v/zPv4r448Zg+sEacTPl7Oy3MiqMs1pTGYlLPutHALqgCdTBPq7GmCYCZVlPaIKsOWgWkSRj1+94BNQdOOQUrf9wte4J+2U9rEhB3KMV12Sxc6U0UG2F9lMjChUiJDu9n9MnRIFhfR6bd5LwNNK4SSzj1jNfwnkso5tGxsTjoidVEAoSVg19TvkDfDxuobUhHw2Iw9pxClVKSWFPe0J8cMDRXDzLnZ9awVbEvubCGdp5DPpOsZqn1eO4FqanKc8J1GwzqQBZFae7tuaMmkaVPnGL395dASvCLju/9uqekeeqLbwSAUivEaUBsKKkDgFtuezuG3YBqkdBciJTu7MdDw5RLrDs3/r1W1Yeu+sR9aX3RrS9uMAEgGtt4TgSNTlhf6McJEFCmgUk29eij1jnHy+VoLH6TAB4YTs7Kx7Rikdo/7XjRPqXaYXEjT6Nfj5E71X4PvxJAaivcSHdMG+A89V1swtyQaFY2ywj60aqD2174ZogTLK+vsT7mMDlPk7P2WEB7zCFVNapFQqzNVKUD1jfNMfv0eTbw5nA8GhapTbDFpoNupLdXilNf9bsAgP/Xn/+XR3zDbAWHOCOkXRnNWSfUuWezSLEC18EeOlGIxCdS611v9NQhlamiqPLhabpB/p3G17ToAbfxJqzWwPYGIGJFoYNDWEQMM1di64aZ48PHIpbQKqUUchVPRLveMg2eZomKYbcprrqZOu6XDiF1nDrEkYFRJti0wId6y/u2CQtzzevR9O/4rFBaqz3SONULfJsYb7Uf0R2rIYOi2rfzaZMNqKIWAdBgmFDbHFakP9NFGUTbu6MVSi/8nvewmZk7tMccljcIJueA6elUPDLUkaGR8+zjxMOtBgKAlQF8i3bUhwKU6phOnlpwB0mCnSfvYWd6dUwSnhCe802DLxfpN1FyuRVjc7ZxG2fZVZFn2fQzS4ryZM2ZsWN1djVOB1MiGDQMvJ6rAEwaaOUZW+pd8Y3x60iAzcCdl9/+Dnib8PcICEZXlD5dNQMKqhhmgSwSA3Alx3fKyAAjs0gKwBrr8nLI3ECA6xtk46xUObqy23U8TL0BLhWGmTczO9KtJQGz+zlKXZ9k8ZUmguqARc/251rExqE5TxZN9l0ZzFgQoA5ZnZ27I+Iqr3jpW5EmHrFx6K4jxffE7yzQnmjQHvNQ1xS6OCKvmRzZq8HT9sXASw2+GDB6b9N9xz1XesEN2/v4q0/6BTyruRdf9233Xd17BjYMfq2UVVUeYRUtro2fl6gliWhzqRdq9zsthmXS21QX4H1hBozV2SXqA7vHHCemqCv+PUQA0bx6QvHiyd43Ya2Fzec7FvXSsllV79hE5d93xH23FOROyB4SQAdBv81riwwvY2d1BBPoZxMK4zF7TiRxSBNfGDgaBK4dn52yXMEfBKRpbdG6ZBmkIIgTTo+HiWB9wpMGXlOWF5YD1DG2FjI1qZnDMAVcTyO4TR+SFIDQchhxlPWc/+VuoBIsbyRTpz7PfbbbcvCdQLQhm2LFZzQbFSWTSYBuTqmO20j5yWyasOafofFYLXiwL7uejkIf+j/ee6TjzEuDQ5w38IsW0g1siBoeV79bHRri5CSjYnwIlHhCAgkj2Et5hyuNW3a+T9PKmtVkPgQmExwS0qQmiDyvzQeHHlgSFbB7pz3mUe8nmhNuVWjORdZ7q+GQ2d+RzkGWPaqz51vP2sNzr4yTgGFmIO6gSL3SNLzyBB5g9ZGlsABAnG2w6mzPzuAVtiv+TpfNCJlooN5i1SNrIbdP1oVfJ+6tasOJRjA5M0CFYEWsOWDzncmmwDruKOuO5/4Y3yPvMRxvsPc0+i6sTnjsfTkHMLP7QZmNAPWeM68pQV8LKvD+ofEuisxrNO9WVAcRk3MGEIaE2fbjqBdc9kagt0qaVmVglxpfWA/5/U1bVRl4iu1Hh5JJ+kizROdYingB4CHtANc6pMYBURHnBry2PY3FnUOaNeVagf2MzOCJtSu+W9/+Xe9GPfCcDTNGYpKFdPnrVlU/d/Un6o9/bViP/LGvL5TjOMr6ogcT4jQwk9tnGg4n8MHQ6WFO1Lg+z0zVYlRnWs/c/LuBU3C/toIDYKG3jkU/qQlYX1dz2n+dR7OXUJ+PmD80wK8Shhkna9V+RHe8RrVHVL9MI6PCRSlxO8NEEJYOwzwgLOiGXx8Q3R+mV04JvOM5b0B3wwyLmwNW1xMomD/ITTqsE7oo6HaIIKunmWSyY4o7E7j9FlnLq1MWSH7Zm+YOEOfg+gFh6TBVYPcTAf8Rz0I47/HVH74bn3rV0ehfdzz3x0bX3yFh2GkQLqxZdAW6zsNbM7wxFclmdWzggGKkmRH6NIIJGBKk7UbJQEw2BvVsxGLkn/lsbECtGeU1kVBf4GvWysyLBjPPsYZxM2LpalahghujInlBnFeWgc3XXh8YXa/3ZQqVWRibK09ZZAPddoMiTh3ipCr5wINl1fuuIkAyGSeQfq3UoG8ztSPHKs4epE61O9mw4F1RU7g+7mwioYX2etQCHwL0c4fzX83rcX4vMDnHKdEwdUgBGGYTuF4xOTvAryPWJwNcG80Hwn6f6e9LwQ/AL7tCsVepML9f8PBndnFhvoVwPlyVx/Dm5HyTKgkR9Oaw77sEB7GJpH06TyAyjdaMtFjQbBqLEqByvYFh3Qh08mscJ7pbk0PT/FRlXw0A8HyfFqR0S9ZZJkV9gfnovG/MY+OoK+vcc+ymAN1uBTcPBeQaZg6uU/he4NqIsFSbevCaUW9a78ZBd+tD8Y8Z5MgeIQdPrhBWbDJ9q5jfu4brKjZZc4/JQyts7RNsG2aBRrE7DtufWcG1LITCKrLhO086shsI2MTGA1KzSD4C5fYVL3kL4iTg/FfV6HYZG7jz2dFU1w2811Y3TVGf7+HXA9Yn2ZiFyqG+0NkEiucs1Q7B2EXO3OpjQ3nd5KzDH/3yl+Gu89+BdlkBeBs+/b1HMyy77YVvJpGvjQUIkGxQV7xp5JCBsRhlGbbnZslO8sKCtg5ApUDvuN925je07oAUxz3XHMdJN/P0SjCqtbpRIuDbVJhm/XYGjlAaQE4XQzETPmrEnjru5WFtEzYR9FsecUKJBwBUB5Y0Yg0GgFKYy6A0NLYpbqw3JBHZJ2FiKQD7Awv/9RKy3RDwC7xP955WF2lCrAGJwOKGgN3PtFZvKPzeGtNIA+TR0yJgfYJGqvUemyLfcd8uIMsVrG/7K3dj9WTBwdf2EK8ID9ZkFvSUBA0TQbfN+kkS5RT5fmSdRBlcbtRdxCjVAopB4PSsYPisw7I7jvdNvxGn97bwzz/5Rnzyu19/pPftthe+GS4EuD6b7fpDYGY/43XsenBvzb1X3tpkI63IJtkqAIIAERhs33LmK5UZrLxPEvX1VhukqUeaEgSLM5q4DjNXfu7kgSVcl+DXGfg3E7s20jfGCYat+kivn68h348GbpiHUDw24/WxFRArKZPl8m2ZFVMHsnRN5pSN/yQqUKEAwHHiCigkiebPLrLmmD7UIz2pRqoU7a5AkqDeS0he0G3T9b9amhTWAcvrBZOH7XnY2x63ZmoZUzRGA/QrXany0GnA3ldO0W3nCGDW/e11/Fn1BWfRzEB7zM6/gYRMV3Hw64GpMA5AY/GSKnCO+9z0oQHVwqPbrtFtVcjpRUdd6nmMm/dHTlnLNXCW7ia4MVnChmqZ9YTK0zw8D8tAmVg2iQUA1ztoe/g43aovJuvwfG5nyUN3XcOIbOHzMSZjJpjEMqw3JZhAySN9lCUie/YVl2qFRVW3r+okfml9UawvajBBvWB588TMf6w5TUpX19ohVWyS4AXtyZrN+rlupCmacUnOxc2pBJmOWtxyk0KtAajPD4gzos5QoDvGQgw7dDF2vaLb8VjeyIf/zucGdNsOB09yOPk7PeqDhG6LCO/8gQFhv8fq5gn2njLByd9aknZqDrVXsm5/3huhTcCFr6ywfW/E5ByPd/rgmq/P1/AdqGlPNMNhMS+Y39sVExpZdnCzmjRCQ8DTjKwKf2FFWtxuTb3xvRHdbsDqpqM9CE59MyOARJUARdtj2KVTsnQDwvkV0oxpDqlycPXhRqdE1uRGxJzHJTr4taf+sYsbtNR61CYDY8N5SGcIpEmF7kRTCulMfeO/E9DTJKg9UQPi7GGYCn11ddMER15CSYkMDq4XpMqjO24UvApFY5gj9DgxGKxpHKl6pCCnEo9FZ2Cb9kVzXxdG+kgCQkt6eMy2OGqUTw9015ElERsgNUB9gYag1aoCUsDiBo9qxWJj9hCpb+2uRz9jBFi3LZCnbmH+6f0rOgUv/RPvxOKrK1x4xoBj/zXAt7xO6QbusD6ZJyCkLba7Nbod/r8+H1CdWZAmbTpCemlQ6lFYR8uOjs5JIbHCyd8M2H9qhfbk0Sciw3YN1C5LHMdJ83rDuMpAMHW00FHHZBGnyZqxTA0GpxNhfDpLUojFt6onBZxdaRp9BSYCDQFpXiNOPfq5x/qEmWVOrCFaKJrzQJw2ZV90LZkQ1X5ftJm6yeQ4wmLUokd9oTc5ly800n7XkQbbAyko6vu6cux+zRss2KAnHHAKO8w93MKKbQNws2Fsc6ZDc4YU9G7HzDnNKT9PtVY3TdFv8TrMDa/vFQ89e45qodi+p0e/E7A6wb16/tAAGbhPb396gdkfdeiPTyz55spGAt2xumj8J2f43g1TB1kPmJ7u0M8DAQwn8Isew3aNVNH/IiwH+u4A6I+TRk1AJpttdgiLHn45IM4CUhDMPq5YfGYbJ7/7gSO/X6ee+To4kzSFg473CgBZDwh9LEaMsTEA0aa8uTFTQTE07uc2eZx6+FWAi4pw0LNo7Qf+CR7wFRATtCKlejOSjelBEYunzElHd2O8bU6gCeuEGAlarE94phfsBjKmKmeu+gB+7crPAyUk3OPoSwGTHoysQtcbGDbx8J5AmFqzkmYeyQunqgb25OFEWCcMXtDvVOi3HGQ4jmoRLWHEF7M6iYrZae6d/dwZSEZ69ulnNhimDcICuP4TAeGgh6QE1wKupsHo1n00a1wft9jORLnD6sbmis7BS7/jXVh9dcD6W5bY+vWZMe6A5U0wBiP/r05R7TNdot0RNHuC5nzE9mdWbESOT9Bv+dKku4FRq2ExbDAxFFv3JUwfFtw7vRHVzcsrf7PAIUlqzCMou9b3Y0qB66LpwT2j7jYScbI5sgpfS/apUc+4P+SYbGNXUOvvx6jY9VhHDDtNYTNpEKxOeD7rbKtY3gTU5wJO/P6AM9+8jck5ypVmD7QYZqEA3Creas6ra0yZHhVLM5hmdUmBkkHhk8K3bN6lJ3ChwWHYqlFSh1RR0hsSwRLnBO3xCnEiaHcd+hkM7OXfABCWHpOzitnDsUjIoBzWLW4ieOqi4uCmgNlpyoJ3P0NQcHEjzUX9mmCVG9jMqxfIiiDDlV4P+1+3zfSdBwfMHiC4N3lgidk9wOzhmdUjKDLU9THuWdt/NJQ0DABoTwQzgBzBJwjMz4Hm1r5NOP77Fc58k0N7w9EYl3c8+y4+ry2Fwa+HMWp93UGjh1uhsPcKqzIzVm2wlhqPVFtdV4+y7MyOpHxlKODSpu9H9kJLTWUyBjIXhinrqn5uw6IHesTG05w4+6oFh7CKkD4VD5Iko4fIpZaq7hzpJH1p/Xe1vrjBBGdxeUksugjcEDb8Q1Owmy+SLhjngcix6cEkjgifqJYbXh2MosnCx69IC+XHgNomNLER060D7Q4p8aR/K1YnBXtPDZieTaj3gbNfX6HeB5rzbOwXNwVU2x713oDdT2czqKOZ0rhVi2E6x/RMMroio3Ci6TndkOjlYHE81TKV5qfIpZ2D7B9Ahoh4fAbpI9yyY/RRNwDWgOfvi1OP3T80j4mjgOzGfnDLFmrfl9307/yaHzIH4pymseH7YEZ0ufg7ZCAmMqq+s0dCHYoJXMrZud6ViK5DhoWgYVO3TbOwTBfN0Ya3vfDNpDr2wM/95Kvwgr/0Hkg0XXrlrvhB+IhTERXOHqhaecRJsExfhe/48MhUTYjpkxPgoi8bvut1LP5jwjAJloBg58iTgp/j3gaborS71N9y0gtMzhgSHmnUCdDFuNtVpEbRfTpgekZR7zPya3GToDkfsHXfYHna+TWxqPzAr//YFZ2D1Dhc+IaI7U+G8r3d3BlDKMH1QLtL0zFRICyB6cN0xPZtYrOdEvyZJXTWWKHm4RcrwHs+SOuAOKsQa9IdWchzov+1b30vfu9Hf+Axj/OO57wBqea+kTPJAZra3f6CN1GHPfE8psBrHGoThzjSwgGMjBJ3eDqR3eDVpC/0FQhjBF+ePmS9rT3UY+MeMY36pR9/ZZGP5IlMLpQgwnss2MdXV5e+kWoHv+K96kV4YwqbqqzpzPF5btWTsm9FST5PqbKGoCOg4FsCL1qDkYrLFjg+I3vCCcTQPsodeL3xPFPG4NfA8kYPZyZyvqWOttsJNGfsgW4HWF7vLS0G2P40+B7Z+b2SSNOX3/EODMcC1scEW/dZw2gRwf11Uxbog8IveqRpwPqmKRurP1rTsLCPNA0eEqqHDrhf7TQEkLM6xguTC5JicqZHqhy27h3wuXtOQqqIr/gXV8ZOOPXNrzWJkLFiouJDH+Oee+oZrwGi0JtCBNipC/sKQKE4w9k0l+Iza9D4+QQCPdkzQbqhxF6qCM3GgHEfs6hUiZYOlCn7Bib87H94FV526h1oznRlbx1mzoyJE+KE0Z+ASVeOsETB2MoG9NjwnLoiJvieDZhfM3qwXMM58lWBIXtYHPPwLUHcFGgA2s94z4c2wXWKfu4ganuCIxizuNEGHD3PR5wA+1+ucB33NlHudcsnKx6YNdj+bA1RYHqaDMf2mMfkHKU5VZaWAYUyfiVrfcyjOwZsf2zGxtrSIsICcB3rpWErAtMEIMB3gulpxfRshF/GQomffO4C5Mt2yMKxKbMzlqAfkrFEA0Spw9/6rMcBZld8nHc8+y5j7YHXlu1T7/+NN+Jld74TzUMLvqcxoVqwIR2MVZmNmzNQkFk2vh29ZHLaBAcUaoapgARAE6BTDxfdKGExfw6aenPPGWqg4mHgE3fzOfJNr3ovAErePvSx1+CW295OKaQfzVkfQ3d+yZXTNugFwLoGjsxOl3LdynsTCfDrAf1uMzLgbHhGU0nKNQhyRHhV1PuC2BOQFSVjQwx8iRPb3pPADR6+zbKkZKwDynBWJ5mMs/flHtUBMDkbUS0ZKdnPhAO0+4bCMsp17pXsua94yVsgkwqxETQXuA9AgeZsR6mVA+qzLdQ1SJ7Ph7BU1PtWy5t8NRz0qPYU8cnTMbLVo3gNZDZLbLj3VouE2X0Osfb4qnffjT/424/Nwr3jW+4qpvAEdfjxD3/ktbj9BW+Cel+a/+xPRiNyY2t5xlpmLxk4ehvl95HDBdjAoYJzDpojPoMztluEWw8bzF0mIsVK0M15QN6u6Y++/9V42Z3v5MdW2RPKcT+ofWGtqDFYH22JyNMu9XFV/ayI3Kyq9z/myftjXfKFk+bwBXIcR1lf1GACBKWZB0j5i/VGs6lE3yQBU9PUDzMP3Qpw88CJbjZIygZyiRMH3/H749RBkodfDsV1W/oEGRyiFTmLm43e3AJb96k5pAL1vrB4dQ71vqLbFqxuyNp7oN5X9FuCfqvC8d9dQMUKpvrKLqQ7nn0X4vEZut0K9UFCzM2yZbj3uw2WN1amdbRT4sCJh0XySKLMwButL0/xM/1UshYWQLjQIuzDouc8wgJYnrjyQibNarhlV2iued3+gjfBGxVPhoRkUyy/6suU1nlhNrw1yylkEEeNuibwK2xoAhUIgYjsjIZakqjlUysS4UkRC3stdvZanP+GHfzcT14+tirHLCWb6A4TUvGPvuieLImeBG5W2XTTKL89r5HYkHnh+gn8ipPcaq+lznsexs3dSdF9jyZZgt4YOlmX220L2hNAqlmgDDOUKR0jKse/fSvQJXXuF75KsP0Z0+lWgthwYrj92RYSE5Y3TRDaDZT/MdZLvvNd6HY9ZvcKJmcU/VyKBGN9UuA7j2rf7ukZIyjhbKqkDvV5FM+N7AqfwUEZEjQBYvFYooqgCrdo0d24jZkTnHnWEd6p4ArFEAmHIun8A+cQbzpO+nhSJJed4rU0XINQ958nQgCKJ4YGOXTOskY6Gikhy3vqvYFN6poTh9FtHJg+nLC6zuHX/94IjPzCv/lBvPjPvvvQ60iVYJgHVENEv9sg7Pfw7dHBBPWCdjcgVKNhV7Xgtdkd48RYAfiI4geBQL+ZSocxis5i21Rgex4BPVc7+D1z2V926E/MMMyDNZU8d7Hh+emngEtsxtjUsPjtg2DnsxH9lsO5r3WoFq5IerodQXdMsft7Np00SdCVrlRz31dLkfBr+jHEiiwN3aJBa5xMC00/mQlliZUzYMrbPuIXHWSwz2dJi5onzF6LYaeBqIccVDj+VXtX/l5lNhbAa7fh77v9+W+kSWCwqWnleQ1vyl4io0+RKeFizu0KxMD70A2KAYBMPEKgTwQnbMAojZAiidkE8uf3dth/KlHlj/27MZ3io+9/NW578VsOvQ6Jim7HsXE0TXwGFa74XAhZLc6K69CTnRYnNNWFAlt/uEaaAMOOMeZS9qYZ/0254Gj+lrxgmACUbJG50W2TbVAteY/2M0G3zeaT9Gs27mkrIjrFEAVu4bH9GcGJ3+K+vD7B3xWWvpgt7j0lINXAid/tmAU/81fMpnnZne/E+msqxvTtc9ghA6A1sHpSQnPazqcAWNNjZnM67dcDhnllz945YuNK1K30qdQdAOuH4CJgzclkx6Hfdlhfd4X1ggjSLNg5d0BmJACY3LcPWbbwJpNJjfkOGegjaZRRpUAZhm9H8IAgETBUBp5Meb2KKhMyjKjtW1LyJbFmWt/QYJiRvROWrDU399xLX3MCeED6hGG7ojSlvfK9ZjwfQHesgvSh7LVq0Ze+jfBtRL8VjCkjGOa8r1JwgNcCjPlBx5jeqCUmVQ1onJwjQAahceKwBQxb3FerhWD/aQRrtu4FpqfV3n9FvVC02wRRoge6LV77QML2vclYjNwvwnJAt8tn92ZM6+VWMlldtWBqTzaJDQdkvmkIIxuxp5x4aAwMaQTdFkEQSFWAAxpEahlUZUPIfj4ekxsUzZ7i/PzK61y1RCO3ommwdOP7LeuB9UOO9XSO9XVKkI0kLAkEkymxtceC44UQBj472I+MwyUer8mRAMSZQzi/hEsJaRowTBzUA/UioZs7/NKPj8DIR9/3Q7jl1rcfeh39tke1T3YdbO+Llzcb/4+X+JgAeAaA/xPA91zxSfzS+qJbTxiYICL/FMCfAvCQqn6TfewNAP46gNP2ZT+qqv/ZPvcjAP4aGJ38/ar6gSv5PZnKBDBqJqzU6Pw2dQ6OCQQ7fKj7zoqDuSubekZvabij5v7KmzhHvVWeuqLkaaCkQUpjlaObUg06h/coBla+A/odNmY7n+UHlzeSSlYdcLq2vFFwLIMZUYkMX8lrn1RIjcfqOo/5/QNkQxnhVj187RGWpn+vjEbao+Q1A2BDO+joil97xBCgJ6YIFzjiK27zEqE+wHUR8XgohfKVrlR7SOfglh3isZGWKUMCgsew3aA6T3lGCgJxo1Eav06hM06z8uQ+O3qrUV+Try3GMiJHR/UzmtJVey18GyxyzjS+qoj24P0v/59Hos4f+oXXXvK1FCOnRCf5oy71ziiKNWn4Q8L0wR7dMbILUkVPDTZNgvZYhYk9KGDxfzQkJP3M2TS0n4+T6hyHKAlQSVjeQAkD3wzAGYW53xonU2yAOSELa2toB0APDNhI/Jwzg7TsoB3ahKjuiqIhn/dX70bjWOgd+72EapXQ9h5DA8ggNg3iFLlcX/Z66yWpie3xwAf9OT6wMTiIJ9KfJnUBlCRSooSoQEyjDvQorMWEkVraVOi3N+g4/YBoWtSwaEnbnwij0Ryb5GqZGAEFlMYzT0Wyz0umK3OKgsI46eaC0Cqac8rCaT0ADuhOTs1Ykofxa3//kUXtx37icHzgi//suzFMHeJkavuYQ32FxdzmUsdGrtumBrY+4MTH9zS8TI3H+kSFdtcBMsP0cwdFoy8dZVSx8ePUF8Ys6BMLYlW46+ZmfKbod8ksyeeJRZ9gfZIstGx8GVY0uUNgkxAbwfT0gFgF3hMT7sf5HPveYlStWLqS9e3f9W7As1mcnk5YnfSYGYMox77lBjXWLPjDOqFaDKjOM8pQvcCtB7IFnEOc14hbNVLtuRfE/Dyyvc1cy5MXVHsOi/WV08FSU1H/emHNXPFMFx9SYRDk3xGnoZxjACNDIYPUA+kFWVKjM2MGbvG1+i6MbBHP/WH+2YORjZMAGQbopEZ/YorYuEeNW8vsibye89fuJvg5JZtgmKDIEq94SQbyzY+lEszu7xAWAzpL9zj3jGPY+qM1UmPMmwSkRsYmIzOJEsFZlbyH5nNk98cUqPd5T9d7EdOzQH2AQi9OXmiquPBIx3psX79A2wfshRmO/S7lD2Ftk/WkqC9EpNphdZ1DtwPzAiGFOgM1l1uveMlbMFzXGIuHUijfKtbH2Ugzog6IU0CiSTeWfCb0c8FBCHDXmbxTLPo2GrBcO2DimUShYpr+aNeOsUjWiuacFGr1Y61k5pyuHZio1Y8btuyvgL6H9FMIopmVgrR+21uzr1GOOc0mxWGlRZqRld35mm93uHdngNZZ2o4/6OG6Ae2xWWk6AeC33vnIa/e33vXIfThOPDAZzYSPxObcWMvrqWmvDgJmDxHcpqGsQ3O2g+sVe19e0Vfm/oHDBS8bzzwy1VLP+9ZpJPg6I1CbAYrmAtMP6IMAqFO4TtBv85yFFYo8p59yz42VoD4wVtrMZEEekJrpDsX3JMg4vMsU/8dYL/7udyNUZK+FVSr1nWR2hbGh+q0KqRKEJbX+E6vpAQ4+aEqNcm1UBwNgAyZnzyJn14p6Ag79lklCw5U9HwDWueH8qjAQNl+jpATdZCmqQgOHShgS3P4a2gQDErR4wcHu8WTnwa9TATghMtZmrcCvKaPSymM4NiNYnFnctmf+6r965HX60x/+4UP///Y/w1h036XC1EiXGXSq6jdf5nNfAhL+O19PJDPhxwH8XQD//KKPv1dVD43MROQbAfwPAJ4O4EkAfkpEvlZVH7tcUFD3HoDesrKbC8kmuvbzBz7s/RpoDXggxdsaLTd+XdHOmbO0JBSndk5DvOVA01lZ+YziAysA7Ylxsut6o5Gf5ka6PkEAY+veWNycy4TDYv1S7UZq8mO9dC9Y3libfo3mkQQ3hFKFPjGJQFOJY3O9MqfWHtSpzvS7AJ0Ea4wyUptPILV3aVaTemtotG8BvzxiM+KYue721kg7E5x6+mvgTF5BH4IEf2EFZxR1Nl78Ha6PCAtS9YepIy3f5YaeYIM4wfKGAN97hGVi1rlR6tSTVk3jQ0PlzVH/SrXjv/BvGJt7y61vR3VhjdTMjyRLySs2Du2J2iJAg13DdM6NE4d2woeYJDYugIMb6lLAlejBBEirxTtBPanicJS1xBpsnMyUc3kdi8ZqnxPcVGP0lFDTsxt1HAJMztLDIBcC6gSz0yy8khesrqsxv29dJpHh4LEn3b7V4nuhgRTxfirmE0FzzW5bMGyZbtMxuizLN3yLkne+Pk4j1OYsvQD8fkfkvxtGXwxVMgK8Qzi3RNit4dZH2/qkM0lK7RGWA4ZZoDTHluttuqA2IVc2H/2MdP68V+QUmGHqysTPDVbg5MLACuChYrMcVVjQ7q9ZMHtO9rttV66BK1kf+4m/jed+392YnqEedHljwPqYB372SKeiTO66bUGc5D20QTiICPsdJCq2z67QnZxhmHsMuw3jdk3Dmyo6oEuv8ENCrB2L4kQKu0SFXztIcGgeWqA+79DtVth7Cu+T5jwlbak2hs1GA9ecH6/1sGBRNT3D/TZ8MiLOPBY3erQnOCkm/ZjO6FeyGDknJYqsWqlNKqllT94K9S6hn3P/6nZY8KsI3fo9pTD+YE0pjpn6MRkjoNrrCDQop1OYMB62AhBWNRbnj+DRIga+OIdhXhXDM+kj4ryhfCQmuD7Cr6NJLbRIw/wq2vSaWttsGgpYQ2/F5TARrE4IvJ1G15t5bOXhzxwA3kyMQ6CGW+RITu6/8k9eSaaNwtJ1nGnfr3ylMA4VwloRK+DgKTUqa4L6maDfAmIzwfHfWSLOg2W3SwEyANgUWwheJTWDOjJVUkDxo8kNFq9pWC1BIHNyTtENgoOvHeCbiMVBg9BE4HgHdRN0W1KeabkhirVgfj/vFyAzyxx8fwVlkmnmY03zxoMnOUwftvPveN+4nvuNBoWsqYPPslHuSYJuh5vWrApMGkn2PXYdwYA+gHsiZTAO04d6tMcahOWVvWeiiuQcQcj9JceywePUs17PZIXgS3KQpBqu1+IZMzSsdbgvCQZLvMjPnOyRkPexWKNICuMkA+WpyDcym6w6YF05TK78uvvIB19t0kigOTcg1h6rE1durl3Oh1HM2x1eBykEVCu6/Q8zBxer4hnR7gpcHw49s7OBhIuAXztUqwTtLL58zudTdRDHIUzlIKkmmL2kjIHSAZpvrk+wzqz3KW9RtaFNr5CBoFS1VHt+s4n3LZm+aekI7uda5bFeu9JUvdsWTM9EDu6CQ7XsyU5MTOHwfYKLJl8aKAnITJJ8785OR7h2lPrmgZDryCwcZpWBTyBo1iukEsj6yuvcQ2asG+lWp571egBAnFdkxC4MXK4DmM4gfC3rHt63ADj5SZZ4k+vybtsh2DATQImRH6bOpFc0JqasbGM/P2Kp/nM/+Sq8/I53QDrldaHc5x71dYv8IYD3qOrf2/jYP1LVv3603/zHtDIy/IWwroK89Me9njAwQVV/VkS+/Aq//DsB/F+q2gL4tIh8CsDzAHz8sr/DmoztP4rYe6pHezxPCViodzv8uuoAZmICtMf4cPBrPlT8yiayHmbGZJnJvaA513OjmQgWN3moo1YyrIHZA8O4WftQ0M5um7ngnN5x4gsAk3NGrVrwe/otas/jBDj2+4rFl80wv2eJao/+BpfbZJ//l9+D+f0dVjdNsD4uaM4rFk8yRPq+jijizgQyJDRnOgxzGkq6NpYNyS86+hdY49lfN0WsXTHeclExbDPaLBysIAc9/L4DJg3S1gSzZQ/oDJOzj/1gvO1FbybdK1Lb1948MwdzwdbD+ygOtS0p0ToNiPMabjUYoFExQ3nqC3OEhmuA78lUCGtFM3DTS5VFjgXPz7WMyOy2PaaneT68mS9m74Sf+pnH1u1tLklkNMhA+cpRCgyA19u5rwnYui83oChTjzhxGEwbmCOOAE4mXLSpUkdtLpS0xWHq0e0G9DOB78SuU0Z79lsO6+NE3+cPmt5OgOUNDv02j0U0g012gBFwnW5Myy0iyIqS2emExc1k/axPznDid1Y2dXn06+Hb/se7sT4uOH4+op871AdEzFcnOAlAO06ZfcsJCAC0x0kLXjxJ4TuBay1PueMUrT3uMZs6hGVCbXRIdQ2ahxakGy55radZDSRg+rk9fOW/r9GeaIAfetTDpU5zUOq/K18ynlc38CE/aTugCqjvPY+0NeW+stdiZqZFwiqbDJPaCtU+y3Qyw0PRzQW+N0M3832pFop6j8V6tyVor5ugcSg+G82DS6xPcoP7+L/+wSNde/0WQc3pwxEXvvLojwB1BGenZy26zxrMVDusb55iaUyp6qBHtd8VaqckhawGApsmC8kJIG6gxMevWdy1JwKGRrC64RjCMqE51+O632LTN8w9hikAkLnTnuBe61ecVtcHCcNUoM6bxIt/+u1RU737+8DBU4GHnzHBTR/fY8M2PPqe+9zvuxthrfDKqfzkbEI/533WnGNCRlhyCqleUJ9tTVql6LfIDuh2A7pdRnP6dUJ3bAdajZGA1f4Av+qpdV11jK0NAboz435WOdzwqz3Wnwk4+/WX329OPeM1SNOmmG8Puw264/VGQ8xiO3mj4aaEcNAhnE/mHRTQnaQpZZbPqQDdjrPIRpN5DEA/B9bXcx+ZPjR6sMzvbXHw1Blm2SDuYI24XZsB6NEbqvw+0jtHChvgShdlboLV9SyKt+5ls7P35TTSzKyC9QnBuW+Y0ZneJn7VQWIsY+CzJssRswY/N04A4CtBuwv02wSNp2cuAmTtsKsFgF+toK5ilOJEsHgy65at+xRDw4ZBB6DfDoU1Njmn2H/aBLufWhKEa9gcPtq69WVvhXqH5Q0OW/dyOr066bD35Q7z+9TMLVkPTR8EJJoPxJznZJiPA5Ko1tTuOswejDQjNpp9qjmJDWcO7IQLxJI/IILjqpicfeyx/O0veBPlfGeXgCq6r7ieqSv/P/b+O1y37D4LBN+VdvrCSTfVraRSsCwkW5KxZJwk2bItCZrUDLGBpukeMOBmZppkNwwGY2McJD1PT2igB8MwQE8zYHqAHtuAswFjSQ6SbGWVKt900hd3WGH+eH9rf+fKVaq6ZWwk0H6eeurec0/4zv7WXuv3e39vAFA/dgZUJcL+ZAQAzbqH2XqaQs4MhqlCNtbcNVA87xEJHkSrRhYrgHF/DhWHP2cvs0gGuPT+BF1ouCFg8uQGi5cxRvq9f+v5tfP5+rf/4E/hK37XO5k8c6dHe3Dvhs2hVGgPCGIWS57LmxkXkumAzWUL05NRkZkZ0Sq0RwqDvH8ZMDIdExcQuX7dRuQcAkZAogJ1n1B3CcWKz/36OiWH+pzSshy9uT1kikPed3VI6A4U9j4VUSwEZHUcbPRzA6QC5UmPWBh6QT3H9da3/FXKiK6UkqCi0M8MtkcG1WmEkaSe9upEBiZioiqNmG8MhiazpnLqiRjgrrqx7kyF5fmuFNx5KxI1qSMUz+z5x59/v3r7q/88UlNAA0jGYJgVUMmNTDN3e4U4Kck+6z1iU7CGDAm6JTAS9yuYjYBkfUBxvkGcVqxVwHrHrSJ0wMhaKM4DkjZY3a/R7RX0E/KA22bmNZAjPwHgX/+jP/2sr/+5Ll8bhJr14/qKBX7kOT+1B/AWpdSXAvhjKaUWwJfe0w/7/PU5e907x/VXfn2TUur9SqnvU0odyMfuB/DEhc95Uj72yy6l1B9RSr1XKfVe367pOzDRnJJvIbE+u4aEEyRAdwQVJk8pTJ5UqG5zOqs9p7F2C5QLoFwkOtivI2mMmo0LHeWJEg61wvq6Rag1XYSDoNkdzfOKc77WpHfT3xy91e3LhCfuPse2CbZLSNbAT5hb/sM/+uzmWr/h978Ls0fZZa3v09j7lEdzc4DpST1DYjO6ud6gP6xGimmU1IocJQcAuiN9T3deovbi6C2ACGFKZL1t5HQgxN2UVhDvL/uD7/rM73gS7XRMMh0T+lihgWHIbyxdbmVjV2KqA01qqWk9p96RLu6mjbCdTIIK5mPHQqHfc6Kp5qQpRx7mWKhkaEKzua8gq6PQ+Jf/+tmlDJ/p+uEf/RZShQv+jGL1/FDixbUblyvMH4+M4ZpoICUU514mH0B7CCwf0NgeaQwzFpV0A2dh0e0ZDFMyWSCM6CztydFe2RTObuIFA0DALT3Kcy8xTYAa+HyYjkyE6pRFQHUW4dZxjNzKyQPFKvK5EWlEN88giPmMKSSmS7j0C1skq7B8yCAUbLJtx9+N8ZKk8sUC4+S+WNAxHwB8nTDMEvyE8qFQcQ10e4yq7PctxvjMHEc3eMY5RjBtoaa7cTIKb/ot3/OZ3zStWLSKxCFUBraL2HsvvYSGB4/gL8+pS5e4Oz0E2EWL8qRHdRbYfJU84KOhzj8U3JcykJOfOWo8qbGmfwsBx81VCz8rEJoCfq+CP6jw03//T+Gn//69AQnv+dv/Had1tcb2yGDv0Rem97i4dsNmDdMmtAc7eiXAYi8UGrYD+j2D7dUK/X6JMCuQ4yuT+CzkCEA9RJS3NyjOPdw6im+GkkYNZFx1EcPcYpiKKdYqiOu+7O39jgmWbPZfgEyw1Lj2s2HpMOUatmugPiHAGZ15TuPQ1//xd4/SuWToa5OBYaZRMJKy33cSZ6rg94oxUtitPafwKYlEQAsLga8vVBr9fsG/l5J6IP9HDJzARgKY/dygPPW4/PPPM42W/ZSZ7JQwRMMz4m2//lsJ3rYeZtEBmtMxQNhoMUK3PcrbG5g2iJFnHJl6oxRHjOhCxWl2LJIkAQCzx3roIaKbawx7BfzUYThsMEhixY/88Df/Mlrt810/8U/pZ5MsExWq43vbc8NmiYMPbaEiPQLaA+6re48GNlo9pQjFApRG7mt0+5yqZs+CfK60B5KgUir4kk1bv7eLM7Zb7CRjPeNeCVhItGIbUZ4NmNwMmD/uUR9HVGcJ9S1g/xMEH7p9NmrtQfZQ4f6fm+BQWfiaU9cf/2fP7vXz1rf8VQBAaGhMGgrKFuyWiS9QbE5pbJtQrBKqY96Di1IwX2UwVBrSVqjzfYQ73cKcb2EWHfS6B9ZbpnpciC/OzVpx7vGWt3/XZ37PWg97ZwW17eEPmtGsznSMGyUNXHxyNp08HxHFyRb1jRblWZLfU76fsCcgjJShIYspR3ZnX4hQsSbMiRbdAcTw06C/1GDYK/HTf/9P3ROQkK9/8w//FEHYicXBh7cv6GvuqnU3a1QnvJ+hUGhuB9S3I5pbEW6VUJ4RfCYjl419dRoweSZi9njC7PGEyTMB1UmA3cYxild7AgvtoUV3yPPNV0YYcOJBpumtYVqgPCYIZjcY9wPbppGlYlsCjdoLg8IoFAuPUMiQrieYnePR+6P6M96DUBLo2x7RL6U6CyhW9EXIjFwrLIN+TglrrrWzaSUUnxnbZemzQn+5gd+vEScl1Lant1LgXmvWAwGHNoweDHbD+uhLvvHdn/H1ZiZkrN1opp6MgrvFoRn8zvhbXfhzLMlis2t5HUOgvEdifAGpXSvuPd1cjyB8UgrbS1aGKwm+JnurWAQMjcL6Cs/Df/2P/vQ9Awk/+kN/joPFWqPdNyjPPyOTZJtS+p0AfgnAjyulHrqnH/b563P6+rU2YPwfAfwVEP/8KwDeCeAPA8+aXvqslUJK6W8C+JsAMJs/kNwq0F0/kHaVNPXm2XgnHyJm4KRVB8CXapRGZETabtgQ6iGNSCaA0ZzLtmL0ZzFSlkOxi0pJOjd01Dn6hiYohkym3ddJgaE9UJ7z/9EBasli4/nMlLK7q68NTZgcC5jqzsDNT7S70ZHaFCrJfrcKfuJGBoWKBXTnxxhMLRnh/V4BGAV33gM+U8TJSMiNPcRkqVh6LB98/kiqWDBKTvs4mgfajej+nQOcxeaBCZongVDbkcEAZWC2nui1ollklikUS43YcXoTKo1+pqhpFQlGFOOdULCwC06NTeZFw7sf+Zf3VtDe9XtJFnlz4wVSpC+s3fn8gVTf7GD6At2cesX2yAqKLJIaKYa055rNFPryLNAr5NDAFBp6MKKTU+M0LTdsAO+H23LqYDs6MJutx+RphX7fYHNJ/EQ6NmoQU7wcSRkqPWpqo1U0Zg8JybLo7PYA31gWe5/hKs88ktE4fYXF7HGCVjkHWg90RGeDRlp2NnszXRJ5gEIsI0wrHiAXpnxJA9YqFCslkiNJSrAWyjEKUYWAZHnI+8nzb31Z75ibUbPuoAce9BgGwBpsrlWYPbpiHrwVyj84VTCbAfWqg+4naG5Bpsukg/YzNerLtSTAQKbeoeKe0HaMKgulEjO2AvNHd9GtL/b66b/33+EN/9W7oANgVy9MeH7X2p3en/Y/ukG/X4yympzewAYj+2uQfTQoUkeLU26qfmqhu8AYudJC9R7aR9itEvNbAktKnlfdBfFHyWkZCiZnuwfKb7O3R8xA8rCjMWf38qTzlJnAQH2bgMUwcyjEz+DZLhUhk2gycWwrSQIiIeDUjBIHMtW435ouIgh4omLaUalLekZwzSuR3CXYLfeoMC0ZG1uVI8WdBSYX1/Ih94LYmGFa0QU/JBSnLdxCgMfeI5UO7QNTVE+vkKywvgYaQurtMFKHyyfPUZQOsbKIpYVdW8QyN7iyp3qQLXShWc1mhb7JVH1QVhbSmODzYq4f+4E/i7d+zXfCLrsXJE379D1X9xH7H4tYrRlXh8QBQbHimRYKPpflIiA4he2R4VSzi6hve0RX0lzRkN2oYoL2wn50alwTpsvvK89jHRLVZIpshVgY4AxontqMMjM3K1AsDXQXEUuNcsGkhOgUvMJYg7DJTwjN3Z5Cz3YNew5mG2WKCVRn/B7bS3o0240OKM8D/LjHy+/mgViyPoIWOc8Wo/GkFjAwWQ21bqEk4g6Tmrr4EAniWgMoshfW1z9z8whAwC2DMJvy+xvSt812QKocm8BCw2zcWH/RPDrADAH7H4ooF42YXopJrDDvuLco+MluEBELOWtlEKU80O8THBum3IPjr3DPBXbPvRlemLznrlp374FUrCK6PSOmnAQRIPKo7SU23XbLtVbdatHvFZQOKu4zOuz8BDLQoyJgQU+fnBhUnPf8vq4awapBJIf5a3jP+X/TAeWCBpzZzNK2BPy0TxhmFsWSgxPbYWzyn0/ioIcIP7HYXmKSjem4rxaLALvxrAXFjFh3AaGx417jKzOygEwv3jwC5NHTx6JY0HdBhwDlNZSwJJQxnLImpv4gJmHjvYA3zShgyOaLCqrle5QcPRu2D03hlp7xx2KkCEUftug0jNVMRFl1UJst65dOwa49urIAEtAeCSNhqVCdJqhohIlHoCebNwNkOIZC3TN78eL1oz/05/CGP/wuNDf98xkVJwBIKX2PUuq9AH4QwKUX/YN/ja+0eyz+w1+fLa/jHq5fUzAhpXQz/1kp9T8B+Ofy1ycBPHjhUx8A8PTzfkMlfgaiKxwaKV4EPAC44V2MFFR9GulueuDhEYVBsC1onFasdsXfIIkNUfTrbrNLRrAb6oicbI4sHrkBZRAh/18PGB/EbE5T34lQURPlLzXiYD6jmdIb/vC7MOwp+IYGkBhI+VcpwVc0gcsmczkv2U843s3GNJltkayDO6dTsi9IYwKoQdcesEs1GlOm0o6O3xfBhOA0/POkPb3tDX8Z4VKNbt9w+iwml9QJJ/ire6TAlRqhcWOGfC4A4qyg90ProTwEsWVTysODjbjugfZA84AFi51ywaakPO7QfmED3yioUKHb1/9eHlZfmdHD4F6vpMj8KE96unUbhe7QIpRs2N0aEtOFMVkh09ZMGwHNIjeUCmcvc9DBobnF9ZhdiZMUoEriIaMVt+Oth94OKJSCSgV8yX/TgVrSFGmKx6KYVG27pk8AKhrvZdPJaAFo0Xs/Rz/25t/03TQ5qrToFXexbqbLk2gIyMP1UZ5H9LOd6V72H0linugdAJUQSz5POijRzSu4ldCyHfXwqbCUOCSudxUifMlM7ee7Qm2xuVahOh5gWhYwoSlg1yUQIoplQH9QwW482ssl94NVgLYK0ApmM6A4bhGmjALMxfH6eoVhokZZR3QK9UlAsVJY3m/gG9LwizNGGPYHCd2RQnVWjLTzX8mlUmZO3Ts5LTqN/rC8K1MeF4p6paTgzM+YUbDLYfSVcBJTGB2bWD+ZCfDA6Fq79pwwlTROzWtZgY2p6Xoks1uHWaeuA8bINz0QTNO9RNqmhFQa2DaiWCqYNqJYEbjQQ9r5hnza9RW/653AIe+RGRKKG6zSqNHOnhUyeVacihHEZCOTneNtF+FWAe2hJSMny4e06NGnCuWCoCBjwDTZCUrtGDYg+6Ob74DGZ7ve/rq/CCiF7lKJYVrDrSOK057FtNMIew18Y+khcLkBFH1myvMAuzXQtQVigjteAz5AATDrFkZr4Noc6jzCrSzOXlqi38M4tUuGE+xoKR+xW/598bDD5GaAXQfE8t8DGTIldJfqF+wEn6/oFJYvbTB5skXzTEKoLRaSJqEiBwbRAH6moJJBc7OnJ0GXaHDXBtS3DAD6BWhJw8jRj8rLfisgWCy0NKwaakijC3825xymBjqUMFsPe96i6D3s0mLYL2HaiPo2gcNursQQT48T4KTB9+gzxGN++e97J4ZLBpMbCf3MYHKTDdkwYc0xTIT+3QPufICaOfhSISkNHRKKlYIXwDM6Bd2BYEkSEE9A1lg56KVGnBD80lEmrhdfWkpQIT6vAePbv/gvQCmFMKvhp47pTD6JNEZL3K8mi8tqoC7QX26ACLizLROhhoDyuINbGNjWIqc/+YrvVX0SEdYK2yMlwweM6Uahkqbx/hap11jeXyLUCgcffeH+Hs91ZdbK5uq9OzCqQDlVedzLOSMgv8sxmJSeEYBXACoaiRtckONwLRqRk0ZHX6VYEBxT0UBNAXfew6xauJVD0gahJDimJbEkOoKf+QzhL7erTViTCqMhJfoanQUai0cBemN6zsb0q3/791LydrUSKRxGE0dfKjjPrk/1nj4DifWK7im1SVbTzNcY9DOFYgmgpATNrQgC91N6riSrYE8d91cxIM+XHuK4doYJ0L6Atri9UgEJqJ9YwWyG0dw7lY7G4oaDQCcGuHbZCZuRUlWVNGWVVkPXDubmGaBL2BXlucOU/ha+ISuv3VcIjrX1WO8lsqeTNuOQ81d6+UpxGPCZ/cH+ev5DSulHlVJvA/CHfuU//fPX58L1awomfFrW6G8H8EH58z8F8A+UUu8CDRhfAeBnnu/7Jcl97sXMrD2kfjY0EXpQqG6yKSM1HJJpTdMYpIR+yuQFWP6bkSi2UHDT1Z4T7ZyzW57R5LCfadFOEl0tlmHMxLZCqcc6mxiyyGLSBKdj/UyJm2yQ4lchKk63sqnaxeurfsf3skjd52uKVqHdN5humEZA1F2mqJGTVAOZxAWZSA9pNGjp9zS6fQ11WKM640SiPdSjiZltgfLccUJiFWwpsWFyoOvejxM589wDPbzt9d+K5Az6uREDKikKjB5zj5cvqbG9pDB5mh9PYmAWjUJy1MgBgB4K1Ld7uJsrhHlFFHfjkaYOtovCfGBBWCwkBrSmgVh/QER3mADViaQXbJ53uT7v5SeM/BvuMaIM4EG7uebgVgZ2wyLbVzQ2BEi3Lc94gGUqsekB1wJ2Qy8PXyoAGv0UCJqGf5+uj8tNGE3LRGt5vUaxcHAnW9i1QrnIhpYyaZJCIxmFUGcXammchJ5Icx8pLFqZtj1Lk/vm3/TdyC7bakjwDfWOseCUuFww0rSfS3qKFENuvdMlRydSoI2CHhS29wVAA6pXMJv8TABIGGnyupfiQPwOshsxAD4jUiQ81/UNv+HbAEuQZ3tZozxTZKIAUCEiXJqR9RM5CekOCyzvpznp5IaCXSvEQsFajeL2Bro3o9Y7GUV2yKBgN+EuA89iE3C08IhGYflggX4GhDIB928RVUL/wfreXeyf5UoyzX9RYIJlXn1W/rb7ZBklTW25W0c6WSfuo7YleDAmxhhApTjGRYbKoJ/b0TQ3Wu49gFA7CzKi/EymL+d3M8KygSVG3TvXQLHM4BpBnJzW4zYEKuhYz4YtPos856t+x/cyXqsVn5YZ43AzMJ1lE5D8b9OSXRYgRmQhG6AxQlb5hKFRo5QpN2XQbLr7qUYRE5QlYGONBiKjbtUQxp+hotl5mzzrm8vz7fQVFsWCwB2ZQyykfWNx/lKH8ixCe43tocH2sgKUkWfCMF7NN9C2h163iHNOlO3ZVlg+EQcfkX13iCL34HsercLpyw1iAaxfErBtNUyvUcd/P6OfZGjYuT26N9+FpAjcbK6XcGuJUpY9J4OtNExko1meaFR3vOx3lI1UtxOSbQR8Far4IGaUYqAaDaAsxB8J4qdjUJ520JseUA3B/5w6kGVClUVoHPzEkJHjE6OQEw3ufEWPjuhk0jzou/aOfL35N343z+aa/+4bM5oUA2TlhFIJc0SNrCLTBkQjru1GjbJN0yn0+zTVy5r7zEKKBSepqSmRrBFz1QlrkMV2NMEd2V2fIRbxHa/8ZqAwWL9sX94w1jT9TKM8j3ALGka3h2xOTecQSoPV9QJuHWHXNMtsr09QP7WCDQl+MrtAhxczY0WTxuqUDe3QiHfAiu/F+j7AJ2C2v8UX/NbH8bHjS+ifOrintfZsV/ZvejFgcHQaq/vLkfmyeE1BkFV8S+o7ZLdRhgMAGtprAfjUKB/UlRrj1HUQ8Dcm2GHH1MhSJCZm8Rmzm8SkpTyIC1myI/4MhRaTZNkHRQKEJBLNbcTmskW5iHBLNv3dszy/b/ot3zN6FZiOgFxzM46gRZI4ZSiFMClgtn40c0xKkb2V/59Y929qmkZHAw6fTJYYKnS9Qd3w9/VzYdnGBLsekBLjUFVpYLvdc/ps1zte/megnMXiIQvTAbWItkNpmAgntUOx9FhdL5Ajn4e9Cu5ky6GZTxhk+FfkQd/1Q+jOo7tUo7q1hQoVigUlit2+sGqiwuxJLzVZQnGusbkOuIVCeZ5g2ntebr/sig7oLpWfcXCWUvqbSqmvB/A2cJTwL1JKf+VX/tN/Da/PQUbAZ8v1qxkN+T8DeAuAS0qpJwF8K2jO8TrwLfsUgD8KACmlX1RK/UNQa+MB/IkXkuSQJ5F2Q5R9/VDE7MEF2s7B2oD00oT+vXswW6A85+fQKTzKtDOOEXxJszhIWrLs9a5ICDU3IrrEyjRRg0WkmLUgJhTnA8zGwG4NhqloZ2XjpkY3SKY16Ymm55SsnzGuKklBc/H66t/+vRhmWuLmEuaP99hedqjveDEx1FIocGPXAwEAGCXIKtFg7SNMK50lANNprK4bmEGLU7VMKkXHvb5i4LZEvlW0sG1Cdacf0Wa96WHXA+zaPet787Y3/GW+R06PWv5ML4+OFLhY0DRv+iQb4SRaN5UA0wZ4RwPF6ACUCr4uMbEabtEhlga+YeZyNGpsRFthquiBpkI0XmNDsL2qsL6qsbkG7H2chc0b/8t34Wf+n/eugQR4WCal79l8EQCgxQ3faei5xvZIYfmygOLKFikprJ9uUN/Ihyp4UIj8IRk9uvsS1JJv6ROqY881mcEtyfmOpRadOQvIfmahPNvB4syjONu9NJUkQspqHm7ShCHtmjcVE6oNncqDeFd8OrD05t/03WM8VXYnZzSbAF8pIWoWDZkmnMEAFSNsx4nIMCHQVd9KUqAYtF/YIrYGKijoXsnXy/NaaKgU0V4qkLQa15/dUMcbC/MZ0fq3veEvA5YJAv3cYO8TPfq93OymMX88VHr04dgeanQHEgXbsHmgq7ZBcaJgT9aITTFSzPXEspCPBFiiAZtfcJ+Jpcb88R7raw46KKzuV3jk6h0s9YNsNH6FgEL22PD1i5gUKz47Q0P/l35GI8SkATdhnnd5nsakGyU0f6SEVFiEiRNWGWVCdkupmt1wXUQDRCmqhqYYY7t23gz8N9OL8aMBVGDUXt4HurmG22jxZdDAIKyQAGhvkSMb2RTpu7K63/L270KoNNpLbE72P7pFd1gIGCyAUPYNKOib45YeCoxQ04GRllaMtKLVO1MvQyDBT7nnTp4GTzwBwjJlNVqgWNqRqaHb/DxHlGfmWZkJ3/DGb4MKAXFSYv1AjeqUz2x7YBCtZUO2pi6kPN+xldpDxr7pnuat0SoMGnALDX+5gT6oUDyz4Hs3LaGGiGFecmosTuHKJ1S327G5nU4arK8qKK8QJwHtgYXpDao7A97y9u/Cj/3gn7v3dYf8/mvRD7+IL1ZMMuB7LrR2GTYkmzD/OMHJfgpsL1vUd/xIC0+lI6U/A6oJ1INXBklRItDNCZZxeosxpjTmYzIlmM0wNkGZXUGDV/oIDRMNVSvxqoFo4TFO9X3JCWduLC9eGUjQPsJuEuqbLbbXKuiBbBmVAETZw9og+ynPFLsaYLYBQCHPIX+e9sD8Ewrbq/KMX3Dp7/ccypOePi6N5ZRbfEqqmGDOtyM7jDXWs78t73jlNwOGoOGt1xtcfZ/n2j3U6KcKoTBw4oEUSiWMVJoqs37TqBpK2DZXDIbpHPXNQWRHEpEcCBqV5wGmYy3Q3E4ozyJU0Ojn/P7zxxK26xrL1xi84ws/gD97/5P4Y//bnxwB+l/pda+u+oDUNkeKLNpaoTsgwzYpIDnWONUJgf1kZC9Jd4M3TP+goa9t8+vguTx9JsBtOKCIBT1WADIN9IQvWAJmkJMlMgvSeNbQ2TtsTI+Q1Bv6LkXGpa6A4qwneJvuBhO+7s1/FWpqKZeReN1+qlEuotQL/JlJ1n0yCrG00OC5nqyGHgJlhonnqVvxXB4avr5uT13wzxL257xEMgrr+4rRYLW+zWGV2XrpGQoUZ89e573j5X+GIGJTYPoUk5JgtdQZ7Cn6PUtQPSR0+wqm5+/ezTUOPhJhlx3aS+UIUq4eKDF5uodKCf1+gX7PAKhQnPfY1jXMwOEmE7E4OEsaKHxAfYfn+voB9gTTZxJ+w+9/F3767724OhfgvcpG3s91KaX+JIDfC+D7AHwLgLlS6rWfnt73+es/zutXM83h9z7Lh//WZ/j87wDwHffyM6IDTl4NXH3dLXzV5cfwTz/8xdh+eB9QCW2doAaFeB8r0PmP0WjI19yodIi7KL2BhUU/3VFPIRtXsQT0KdHkWNAB363IBNheIYXOlzI93RJ5TYrToMTQWgzS7LpFB7vSKE/UGHdYnPYwGxovJk3tYre322TNNqCMCfXthNvfuMHPfNk/wFf/t3+UvglTi81lTk9nT3JUtXy4QrQKs8c76D5AdyxokxTMekiozltAKZSnJSeChcbBRweYNuKZryjRN0BxrtDus/CFZoZ7dYf5vkRZiQpffu8ZYuXwdW/6jnGqzeLBYPsgXXYnj6+RrMatXz+F6an5mj7JiW5G0wHS/3wpLrQzapB9JdIViXrafnGB8tQx6UArLF7iUN8hO0SfcXPeXDLjQXvwsQ71rQ5qiNj7eMLxa6aYPAlBgZ/9cHjbl/4lJGfG9+i5NL79lIVKt38vq5ZXKIDFm0iPSEGh+EiN6acMVqoGph6oA1YvT3DHjnIGRfDBbhO6owK6i6hv90hKoT3aATrbyw6mjahOBthlz0PWGfjGjI2j3RBw6vdJ77PbCLfo6TBcFwi1QXBskraXaJxlOxo5MlqK6D/ASTQmenRZv4jeq0DzoqCA1/6JD+A9f++1mD5FHwYd2JBHw4lmNkpy60TNuWa1bqThy4af0TLRoTquaGxqCLIER8aJ6eg7MEwM1vezyT34iCZbRaiMAFCe9CjFwO0b3vhto8kitEacFAiVxfaSRbGKWN3v0O0rrB9IuPQLioBNSlCbiLOXF9he5oTINwnqnJMYXyssH+bPGiZ7KM8ZU+prurw3NyiXCqUbJ0XdHieJzW3POLkhYfZEh/q2wfzxAp/6sofQ/J4TmP/tEG797IXt21/957n2qwI/9J5vfc71lxSbzO2Ve1+7pEorLB5R8NOE6WM0Llu8lMWZCkropTk6zmK6HtDdN7vLEDEWBP76PTvqsCGO3Dnbuj00aA/IbCrWEcqTCZGp3qGQzPuY4FaZmQIMewBg4TYJk577kt728LMSbkUzV9V6+IMKMOmuAv/HfvDP4at+x/eiPIuwm4j/y//r/4bf+84/jfljYcx1HxqF+oSmijoBm2uFOGhH6C5Keg7lWMoomPVAo7otm65hau7af/q5GuV4/UyhPQLsRmH+KaA4CeLPQpB0/liPWGq86bd+D5MgtvRTSJVBd1hT5z8Ak6cHtEd2lAu5VcDmGu91eU5zxG6u0R4Bwx5lGtWpwuIlCv1+wvawgo4EPaZPlej2lMQAArMnohjXEeTuZhpmIANs9mSP5maP2aMex+sJ2ksa3RGwfjjh/h99bjbBO175zSPN+Ac/8OylwJf9gXdB7xu0hzQfvpcrlMCdL0kwVzaoqwHmR/ex96mAO68xsBu6trdHENATWGsF2xpUJ4O8Zw6mi4yybXgv3IbnVNI79lceCkSbGy/WD5kRBgDutIU+WyM1lAb4vQp+4jBM6KeSJ7p6kGYsJNgtJ9ubq3Zk1pnh0ybdRsEuBigf8clvtPjk1/9dfNWf/KOwHQEu0/P/yVDqEy2bHNP60Tyuut0Jk4j+OfkcPPylhO3VCtEpSY3SWN3vUD/F/bA9Yky1b5R4Rwk4WhFEtacbHLyPUoS3v+4vIhvSAUCaVTh+7RzdnhqBhCe/1qB+ZIH1WY3pLxbo9jSKBSUJx6/ViAcB5XQD/+gUex9VOHlVBRVZX4RSQb+8xORpAmpBWB2bq4AeNOqTgIOPslHcXHOYPjWg29C81wwJxRJobjl8O/4zfNHLnuTzuH2OZvJV30KQaUtPmB/4+HOY+io2tYtH7n34kOYB9m130A8W7Sf2UN8Sv5fXrTGsHYajgAEAblUozpRIj4SVKhT4YabGoVH2wkhS67ZHBqbl+Wl6QEXei4smwMEBVozO6fPDARlljgbtvuF9HhIQxIixU6NXzsFHCcrH0sAue9hlf9cZlc2bkwJ+4zf/GL7v33417vsRketWbGSLVUTqgfOX1dABqO4M0CWb9mg1VLKj75g773G4HBCdxjC39AQBJWeraxZhwvNj8ZIS/XxXx02eVmieSWQ3+Aiz6XHpZ7Zk1ZUOb3v9t1JikaVnswZ+r2Ra1mNLLF82x43fPIefJux9VKE+5l7pS4XjL7LoDyLWDyi4JfcQ7SvYtiTI6chIXbwsYfGSEvVtYPUg0F8fMPlwAbcpxKMl4ej9S7TXGjJ3Tj3aI5pKT55uAVXBdDRuDc8+7wNAg1Y9RITKPqch7mv+7Lvh50B7pFF+0Rnwf3/Ob/ffAPjylNJaKfXHUkp/VCn1MwA+Dyb8J3D9Whsw/nu9UhPx+9/x4/hnT7wGP/joq1D8Uo3yFNheUQh1QnIJds0NpJsn8UIgCKEHQMmEKSOU0eFuh2qZButOjZusaQkkUBsLZNOenMmcG2NO8LmRay9N0RAAAxrB6WLUb2ufKYucID/bpDyUCuUP7OFNk9+G6Tc9gY986j4UTxVQARhevsXisRqhpImXnySs7q9QLIH9jw/MLZfeIxmFWFM/rnyk9rMPfO2VxuVf8Dj+dRb9Hk2l3BajC7geInQ7oL/acPoBUuxUiFAD2MQ4DV+XAsR4NrRyP+qTCLeKmD4D0pgVHXjtllKB7ZHC6qGEvY9T07l4qUJ3FFA/YxBKSRs45nRhdb8hjbRgE6aSQrFIcJsEKDa+20sGw9Ri8okzpNKhu1SPHg/RsNlpbt3NF37bl/4lUuMlsi7LV57tWl/nWsErV/e8dmOREM5K6Fbj4BcVJ2FXOWXQZ9z9VaaiFxgNQ4ulwtAYqGjGiLZuj+uzPg6M2GtIiSxWbpSjDA2lOVA081IxIQBwG/lzbYHaMgao1KPuO09hOXlQQMf1HAoFHWW9yxQCAH7q+3dGP35ihM2g8O/+36/FN/2x/xXf+/6vh/7whE3h/cDswxb9AWBXbLLLUz6bzZ2IEBW0ViM1OgmVPhvpZap31Hw2qzs8hPc/zNc0eYrPqenSCIAko+hd0GaJUH4w0gi89PsFfK1RntP4rzqNUEljchMoTzyGGengQ6OwvQJ0lyLUYYfm5yhBcBsWK+N77djk+gZobkWc7Wmcv0yhOAfKM0bJulWOw2SR1s8MfKPpVK1Ix7/8cwpPH80xr4H9j/b42rf+tbsKgK//ym+HcQaIpJ9//Vd++7Mmlbz+j78bqlLYXAPa++6tIQNoLssYR2D6BAui9QNAMgn9vkJ5jJ2BbcpO8FbyvnfU7FiosSgl0LLLCHebNOo9s4t90gqwpHmrQF+cGHcgFtleQAoAIoTZkuMnMaZx6JAYV+lIJ88U1Hy9+Td+N8K+QXXHQw8Rf//0y/C9/4e/iW/8x/97uDV/782rW5wdl0gamH+C8od+D0hKo7lFiU5xIeI31haxkmjbISL2lKRlg8/NFYPlQwrVHZpquTVGxlP2pcjysGg11BChE8RUTCFVBsPMYnPZoj4JkrPO+5H9CgCgOqFe2m4CzDbg7OUFhkdaqNuluL63WD5co5TX0R6pMZkAiRGtUEC75h7d7ymUp5JYIGdgt+9QngwiuwPUwPdr+qiGW3Uy/d5db3v9t1LKIZPpVDq87Q1/+VnBsGFKOrMegLN7jDXVTcDllx/jzocuodsq7J0nnD1ClofyBBuqY5m+LzGyFKsTOddKhSBAElMahPJvOUGPgxieeT4jRszvchRsu6+RtINbBYTGQfUlkjGAUej3C5F0kUmokkgsHZA0ZTNuFbF40I4yvWgZX/3jP7JLfipvbimJCQGP/L0ZvvLqf47pH38SH/vodRS3Hfr7eyiXENsE1XF/hlGYfXyKww8NsGtPirewEtQQoIXNBQD1rY7PS0oozjpUjcHZq6ZspJ5ms6gDgQp9tkaaVIiNgyoN9LKjISMAWM1Rt1Hors24x7UJ9QlZo6v7LKaPA+nJPex5nrWMn+V/xYMrfNVDn8S+2+IH/+1vwDAB+n3el+6A5onVbZ7dm/s4yS+P+b51BwrRWZRnjF4uF2TY0cBQkqK2AW5poE8dPvChh2DnXBtf8o3vxs/+9f/TeL+/5hu+a5R7pbLAZ8pHS8Jmqb749J7WLQDslS2OHztAcWJw/X0BmytME3F1h4wrD4sSBqzXQoXRLDNLrbKBeLIiV9lgZNjogQzH7gAYgNGoVgWeW77h12oPaLurB9wiAgFIEtudGX9MgBFfhWyUqhTKUw+74hDk06+LHhDf/ze+Bm//Qz+LD7/0Kh6/eYh60iNGhfUH57ArjfVLA+yZQXOjwOyJMMouGOUMGRyIzKBQEgkZRs+SyU2PzX0W0QGTGwRITM2EqmIVRzNKuqizZkgGUOPQAfQkcAaxYnS57gfoTY/qdEBzo0SxBKZPtvC1wfaKRbenoTugOOX9MC3Q3OC97ucSZ3+QyCK60mOIBfSg0B8EVHst2ssWuMPztj1QsO2UgHQim7Q4DyO72q0C9lYBw8QglApuHfFV//n34qe+f5fm8JW/851oejE1Ngpf8w3fhR/9F7+cMdYeUTp++PITfM31j4/a9Ge7Ukpr5HdbKQXg3g1C/gNdLAFfBMv4V+H6bHkd93J9ToMJ+9UWf/eH34xYROhWYyKaN9NSVzvsxdGxOJQKQ4LoZHMTHWFTAmCp8Y2A9cBgge21gFRGKK8Br+AWmt93RQ1hzjBOJhvkpTEySXvGmZGCpOCWEW7F4lV1EtVVWU7HPKcOaULWQPy0R08JtUz3CZfft4D/yAE2+w6HVw3ZFHN+XiwSwiygumNhtgrqy84RdcQTj+xj9qhDsUio7/gRVNg5nXPTz07zAHD0IY9br+dGqyWBQnuFzbUS5bmRqb6FKUgFU0OEijRcMpKpG52GXfUjaKGsRnmya1yiU2PcVqaNRgtMH1eobweYIeH8ZRYqZLdlTnzmPzvA1xonrzJoLykM84Tpp3iwdXMx2wGwuk4jyXCu4A8aDHOHzaUdKFGsqMdfX2Pj/pW/852ojns4n42eDMx6QCwKfPVvJ7D6k//k7lid/91v+0m8rLqFD2/vAwA8T8jgp10KzeOM62qP+F7gkTXUcYVkE4oTg1AlhEKaJ88mLZt36oDRwVcPZHOUJz2GOdkGUeIyi2WAGtJYMACcmvuKKHgoEnSnYcQti3pEjHIYPaSxGB7TCjSpkKpjAehByc7F6y3v+G6kqUF0QHEWcOV9Pf4fJ78Vl9cJ7SHjEdNNi+Vre9TzFv2H56hvA4svIkKwueGw94kkkhjRgxbZREoYkkrAPwMEoSuXpwrnX5BQ31BwGzVSlLWXSfeRhVtHNI8txrWZ6fepoGY5T6fUICZrtR6ZANsrdrz/lF4AbqmBR2vGs26SmFoRIIEmTdm2/F26mcbkqYQ7XxoBGMyeiFg9qMcipptrrO9zCIXC+UsN5o9pTnsf7xBKBXtiUd/mNL845/P0dW/6Dug+oLtaA5dKlMc9EBPCxP4ywAEAlm9ZIwaN6bRF+/T8nlYtsGuOpk8lDFMCYaGgAzyA0acme7bkYtZuwpgOkjSpx74kQtTtafQzKXR7oSUngitJkcqpEvfYaJSYPHKdZ0ZA3kPchhRXehiw2GLMLX+uPeuQKsu4RKtHAPjiFZwSaZjHT/6FL8dP6C/HlSZhdV2arDslcLXFg1dO8bi7iqv/RuPsOhAu99A/V4rHCI9XuwkwvXjFiKu4EiMysX7A/PGIxUOc4DPaDNj7VIRt6SmRQU23GGDFZ2I0phOwodujEZce8n/CkAgYE3sAx71XaMPaA/UvVjAdMHu8h28sqtt8Te0BJ5LN4wnBSVLDfgQCgTSie1y3m8sGy4fZ6B19IGH5UIHqlJ5AxYqyjmEKIGIEb97yju+G6QJMaeDrCqb1MGcbFuilw9d/xbfjX/6bu8Gw5UOAn0bMXnKOxeN797RuS+Nx8oFLaG4pAlGG1H0A0EKfJk37gmxLYTQSzBT+YcJ9qD6OKBYew9TKvnx3io5KOxmCUkIfLxJK2StzBHIyRsBOyjdy8k6QSOlMVx+THDLAGdJofAcAb/3a74SNUb6vR3lzDfcXGvjZPu4/UAhlxI0jg6961cfwX139SfyNZ74G73nPKxCqCPe1Z3jslXsw5xWmT9Rwq4SDD22AlBOyDJThXqpSIlNGK9Q3W6hUYX3VID5Uwm65J2BPo7xN+/tQWbSXHKqTAuXjZ6R++4g4ryQyVkn6yQ40Ls8iiiWEmUiKev5PD0B8/wz/5n2vxeTphOmQ0M/UONQpzvmamxsQuRUPtGHOr/fNDogmGG9o3l0Bs6cIzrWXCpQnA4pzBT9YVHcw1kwApVDJaYSpwfrLLkN7YPJUB3eywTe88dsAAP/iZ/7iXevv+Gs7XDpc4hV7Z/jAPa1c4MisYD5CBs3miiEbTgMuatTVgPYX96EOqIMMNdBpBdNyYFIu6L+xtoYMvjqzC3h/cowjwPOsPRKmXUXAlutwZ7QabTZ71NChGH0SrMhUdce9xuX9yegxYhMAipOEWN/derz91X8eeNk+VASqOx2mj3m8/9br4CuF+Vwh2hrDJZApNQXUdADODM5f7THM+P4kw9rfdvQ2s21EPzfop6xpyrOI5pkOyie0Rw7TJxK6PYXlgwqzJ5IAgLwv3RELcXc+UKpxYwEFDaTIZ06GLApA++CUvhMbejQVtzc46hgrGWo7+kPZNqG5hVEOsrnCs9O2agRhTMt1iqWFXVO+qQ96vO2RD+EH0q9DP0zH8/X8EY1hxveyWFm0+xrFMsFZhfKkwzArRpPnYarJIgWj3PVA0MWsWnpOHDWwiw5v+9K/hB9671+66735+7/nf4BTAa8rKnyg3+Kdz71Ml0qp6ymlpwFMQC+8f3KPS/3z1+fo9TkNJixuTXB4W2HzcEKsIhTE6E8ycRkhh9GwjKZ+wPx0QCw0ugML03MjDFJoqsi4O7PVCAZAEZEs0Vo6ye8inwAgR4+pADCzmRTa6DS0Ib0KSkF5ms7oCKTCwLSipy0M/NQBRmF4FjO00ewrRPhpQePBbcDscZrYtQcGKtYETZ6yqO9Qk7XuLK4eLFG+6g5uzQ9gVgb7H3FCR2cx1Nwm/UoPCc2NDojUZ8Eo7H88oZsrTtsMsL0MaK9x+oUlmmd4ANk2oR4i4sTtkFyhkusuIFaOrr1xGJka2TjNZ91rocamcPYEgZVhojFIozZ5hhFWoSITpNs3KJYR9S2abQ5zTgSPPhhw9nKDbh/MY06c1mdzpSjNp93w9x7+0DH8P7+MYpnwxj/0Lqy+QMN0FZKusPcoCzW1Z+HWYWRRXLy+4NvfjTe9fY5//PHXofmhmXz0H73wxWvi6Bwdi4TqlkJdDdhsG5r3Ob7e5BJUxx9uOjarseC0PuvLsxHY5r6Sha6RNaoThqjHwsmJd0B0ejdZk9SPpNT4O9KIUSHJCReyDlbMBrPUMZQ0EvS1hq8N6uPdxJHfMz8fBIImz3iYLqC+DazvK6CjhooF7LLAtQ/08LVGd+BEJpSnkMDqfkXmybmYRJUsdlTgcz6+pggU50B1mwBUPwPd/o1BqMg0GCYK62sW0e2hvslcdBUZbxYaiU6NCUriXzOQl9MmsqkaABjwGahOd+7+9B2hJt1u+DXzR1tp3Eo2IbcGDJMS0NnMjFRyt47oJ3qM/lq8VKObcx3T+yHh6pfcRHy9wq33XIUeDF7zZ9+N4esbNoOPJZSLgPZyyd9BHOS/7s1/Ff/qx//78b35/b/uPdBI+L73fSX0rMeLuZIFzl+uRoB1CJzm2hZiwpebKd4z01EXilRweukTqrOdwabb8Jnt5/SoGebSNAiAxSJ+9xDy+VDiB5PGZqsQZohbcNGHKutWyRLQCtDLDt0Dc6iY0B5Jw7/dgWGxkPxuMfUqjzusHqIBYXmW0M8V9j6mkD5e46yocf0peu+UdxS2hbsQB8zngz4n9EcJYjS6Y1xInKYHps8kJgdZYDDU9pfnCv2Ur7E6IyBV3enpi1NoINI/JRQKxVK8aeSZu8uIVbPQ1dK8xkJhu2+gh4TZk7y/6+uOk0dP4z3bAfoW12g01FlPH6UkMLNoVOB+Ex3QHUX+Xd6zUGrx1lCobwLp7ScIPztDe2jx5b/vnfD3WSwfdNBDheZmwvQpDT11ZF1Iw30RUPiSb3w3hi/vMT9cY/H43jjhe6HXZlPi5R8S/6OC+wjA8765wfvE/ZP3I0c5d4eO0pMDrr9Q8uuhNZJhwd4JrjFMtNDE2TC4DZ/lfkZALImsyy15TiarWcwD48/P78FFkCtpSv5yk216Dity0wMAZsPhhAKBfRgyKorjDdw5HeL76Qw/YV+J9z79IPpPzHD1fQnraw7HaQ+qCghlxPJ6QFF5LB6Zob4NTJ7ZRb9edOCnsaNFcdqjPAHOX1rBN5JUYoCTL5qiPmYE8PkjGndeW+K+nzqEW/HZTJbeFVnClowiKBxpnkrpkZGo511UMHrAee41vlbYXuZ+UCy4Jk2vMHvCozgfMEwt9o971McOm8tkoQSXWacJxVLYa5ayRbNlLOfQaJjeorkBnL884f1/6q/jC//WH4MegNf/iXej+9ICbgVsrwAHH0poDxQ2Vypc/lma9+XEq3y95O98F/6Xr/mbeKnr8cbvv3ft+idvX8XrbkZsj/ToTxNKoH1qBt1paJsE7FD0UCgT9OOUBQyNFj8iAIpn5uQG94Z+rtHPIRGuQHVKk+rs8WFa+hZFA0xuBPhG7+ROin5GpktwCw+XgFDrkf6fYw9ZN/PcND0lEGbZI8wuTM6cuSueMhb0V1FhlwzRHjm0hxxQ1LcquHXC4hFLCUbFwZf2CZsrCu2RQn1bCyuOz+vmmgZA89Uknh/lIkEHPtvzTyasHuBzdv6IxfRp+gJpD/jmEPVjZ3xejUGYllhfr6DDDrylWTWpr/a8Razd6FXmhOnD94L3t7mdMNQ7ecUwB9wCcv4blGf8uH6ywi/ddw3TusPJXo3qNg0hh0k2RKVngoqUyKmoUUoS1+03A+UTBYZpgmkNXvlX3o3JhIWNW9MHBgDsogNCQCosvuGN33YXEPaG0gFw+K+f+Er8u3/yxQCec/3+frBVAoDvBPCxlNJP3fNi//z1OXl9ToMJClK0thrFmSb1z9HnwNd8yIYpHziaknCqsL1cMJv3kEXP/HEvm8Iu8mb6BHXX22sKqOLIEBhmbFhCQdQ2my1FnzdMOreykI50lb/4mlNCSgnJGPQHVuj2HqFQaPd/eXFk+iibVYBuA3Rh4Cd2dDmvziLKBWlN3Z6F7ejQ3f3iBDenDfw8QtUesQE2Vy0OP0Qzp35Kejw1zIDdONgNzfsSgPLUw60U+qXB8mECAe2hwt4nI26+UaF5ms76i4drMS0KMFuCAe2hRXaWVREoT7RoiMNYpGuhvo1Tyy5RXpLplZHRjqM2ulQjsKISML3hYXqzazbAz/MTwAwK5bmwRgKN3nSgzqw8i6hvtvitj/w0fuB3vwYf/pmXwL10hW7jMHl/RfmLaPRDqUazwPJOd1dh61bAv3rPa3DwgefP+n7WtdtpDNOEOCVdT3tgedqgaNWYkpAUYNbZ5I/3hBnKdIe3W0p3aFAFIPG9LNokaQZ8n+OcUxe70aIvl0YngwM6uzsTWOMUNALQY1Nou4TyLIgzPKM8AWB9xcrBDPzE//fP3PU7FgtPRH49EFQQV/5kFU28ThOqY2a6+8YgFDzQmemsxlznZADdsXjKRYOXRsB0MmXqMcqVqtOE4kbA6j5Sgtf3AyutUCwsJjcSTAc8+ZsDyicamLbBwUcjqjvUAOfILDZ/fKaLpYdasskk2KAEeEwjWKIDDR6TeAIkq6AGiY5zGkn2j2IRYNc9jn6RngGbK2QADTOhrBsBMQyQTIL29KuIkorw+K19/I7X/Dx+83/x/fgvf+K/xqtf8hR+6RcepjymM0iG8h9weILeOiif8Obf+N348f/fn8Vv+C/eiWfe+pVQJkGfW9jFi2AhJhYy2YQwFEB5zH/ylRSjRZZGCUtgO6C73MDXWgoexVQPx4lkKIFyGVGsuZb7qRLTOYx7gG2B0O/2B9PTMCwULGqz8SokGtWdbmFBeUMqDFQfkAqD4eoUWuidOT3nYg63HihTMBtGqIZ5ieqYkod+j0aC5TkZP7EQh/1CYfq0gW316HuwvaSgg8bBRwYgKbSXLHzJjPvMYiuWSfZ4dn80xuOkf3tZYVMoFCtg8UjC+kGgPDZov7zC3scFhFnlZxgwvdoxz2BQ3+H+pfuAi27+uidjrx4yOCiArlUjoG5aMphyXrn23I+jIYUfwk5hQgzG58JsFZLmOibAkeDWCZOnWjx23yE2f2gNf9OgONVo7/PQW435J+jWP0yFHbiNUMmz4Rt2m+vsiQH9rABCgXki4+deLrPl7+g2Cb1hcz99UgYPPdeyxNTDrrnXBDE7bC8B7SVOH+ePsgHtZ8D5S8UoUUEYMvJ8TLlfdYNCdaJHAH+oFUxLbTcUYFYDYADdh7vPHJ2NddMY9asS0Nyk/8+wV4xyobuuEOh1kBLgA0wI6K8R7DYbj/ljPbR30H6G5ha9WcrzhPmHLbZXuNmnBwOu7C1x/roBy0/uY5hq1LchzxfGtRRKMotKaSjr48DnSit0Bwabq5opIi3layoCq//2HKv3XkJ9izWZkfrI1xrtAdd0fYeAgO6YDBMK6s5DISaSkXVUBu2KZd4f+PxHp+BWfjTpUyGhPBsABSxrQ2miovdPKCmvstsEM3C/hyF4jJBQnURsVhrHcY3v+D1/D3/mJ38X2pcAaA2u/huN6pjn5tAoTG4kbO4roYcC08fWo1TnK373O+FeX+C7n3oHFn2Jgw9qfOqeVi7PuW6usb1M0NYt+Tvo25ISZCnHpdyUgEIyZGhurgF+FmEXBOT1AKzvU7AbAgwZHNSe+7cOBNxML7IG8T9IhuaVABkOeZqeAfjieEMp2cSO6y00lglON1vUMUF3AcNhDT8x+Il/ene9UAmjzp53UDEiTEv0ewWSoyzLbiOqE8oh7IZsC7fSI0MzlGo0FNWeZ0du3P0kIjTA4iUa1bEe/UyUJzvDVwr9nsLk6YT1fVxjN78sYfK4Rn0n4fjVDu7Vl3H4oQHD1FAuM6P8qL4TYLqA7sDBitmu6h30uuOAo2fkbtIKZssY9vzsKhmeKQBps4v8tRth6JxHzD6l8Qn7IHCtBRwHecWSbBzTUs7iS6A6i1jdZwBoVI2FHiKaj9b453/8u/ESO8NL//EfxfyhcyztASZPE4hrrzUj2GS6hOnHF1Ap4e2v+4v4wZ//Nrzpt3wPbvzBP4DZpMX2Jy9h/xPPXeymlB5VSr1eKfX75EP/HjLTfg2vhAvn53/g67PlddzD9TkNJiABe59MwCcVokkjpTIURPjPvthDTTxia5CMg2mB1cMJvjYYptQ6u3ONUFqhIUlBJZOJ6gSoTjSikYidrB1zgOt29K9hwuKhuSGTiS04XekG8SNQ0OsOqrOAUTCrDrqwYm4jzuTbCPVpufdf+9a/hmHP8WD0adRCpqkVGjQBlMnNiNV1J1N+bpTVMaBvKaweMFCBKKfyvC858imaXSO+ucoi2Qi66xZeaNsR2ltsrmoMU2BzSWPvY0C3B6wfjLj8XtIQb77BIGmD+gYLqqQEhU6AbyqUp2y0QqGFxuhRbDzcAqPLOfOJ+RRFx7jCULJJKM8ZnaYiDaeKpcf8fMDeJ8HUgbnF0S95oaFqJh+Ia3USWm957ukQvFfgn3zj16E7KnD/EKB/uMLqusXkFiUbnLYb9HsG20sW/VxBPWjh1glf9KffDQDwe0B10yBrPe/1Mh1w8EsK7aGFn7L5qj/Bxs6u5RCUAy86IFYRZ69SMvkDoBLqmwrDlFnhwbF4HeZAfRM4+mCLft8hHNmRAdEdAFAKVuRAjEhU41RTLwNM60X/7ZAMtevUb2sUZwPMxqM4ifCzEskqTB/rsXxkgs2Vu9dujva0myASiwDlI/qjCuv7CKI1d6jbDrVBN5dM9orAxzDl86d7GhJlzWdG4ovzHQ05U1eDSB62R8xero/p0j3MeE9NR0Cs2weUjfB1wuRphdV1jduvreCnZIgUS97L9f0JcRqpewJQ3Taob/E5KtZSzAoTJ2ggVaSxR5GQJKP4/AyaKRaB8ay4XMNsAux6wPTpCLe22B4ZMdcbRjBj/nGNZMlGSQpATHjk7yj8nH8dfvKBL8NRrXDjpx7B/XcoC+qnkUWRrAnbJRx/ocX2asK1n4746t/2PdClxvV/ZbA90hgaYHLzxazdhEsf8Fjdb+ElLo5Z9Jxmr++X4ndPCuzLFievnIlcCQhVgl0pnFmD4pTGd9GR+TX/VGSEmzirMzFBtL7djspKUI0mdaZL4zTXrQL3cKfh9yqYrYc5Ee2T1kh1gXBpApUS7HmP8vxud6qv+YbvApwaTQ2hOWVS0xKx0Fg8bNkECZPBT0iJyYZ7lZh6Qva/aBTOXuF2U6SWa5GxatyPk9FQxY5to/uE2RMDhkmBbh/YTIDqDgHS9XXArSQhaMnCNxS7PWVnoAYME4dilQA42C1B6fJOB9tTO2w6NcphyJAgELK55gg2tkmc85XQ/hMmtwJwh0hVlAg3twpwa41hajktbihVAwieqcSp3SP/5JyAUpNQnnB/shuP8pklEBK2L91nusSRRVEQzDMDgTDfaIR9M4LE5XlEdXyPfh+a70mxCHBrhdV1w2dLA+cvo9dQqCKmn9IS8aywepCNm/JAbCL6ScJ2RVp1sSDzoD3i2b/3aAez9oiVQXfgaAZ8VWH5kAA0W0AXgJ9omFajuaXgCqZDaGFj2A1BnMyKACgxtENEcRoxTO04hWwP795z9XYAjAEQAB8AKwCasM4WL21Q3x74HkZKv9wqoVh4mL5AsRD2xXGN41QjWeDgFkYt/OTpgabVco4PE4McyZtlS6rSqO/0SCvWGcUiYHOVz5jpAfx/jtBUwOlrAk5FRlrdMNAdsLk/Qh922L9yiiEYdN7i7LxBXBQob+kRlNCC+OSEBso/0oW0nQhfGRjFIYDuBqjew90EmqdKhMoiVAZ24xmNfKoQSs1Gu+e+3M9qdAcG9R2P6z+Z8Ht+/JuwfKjEg+cBq+sWsQCam/0Yjzm5ScZSfSdh8ZDB8N90OP7gJXzJN74bOKBp9xN/4+XiN3NvyxZg4773aI9i5cYhmDrjvy1e5dFcWWO4NcHRBy1WDwJXv+IZ3HlwgoPJFugLzKsWvbe48cw+0BrYwxaDTujv1HBnBpOn+Xz3M1LvY8G9apjsakQ9cOpd3/ak+IcEPzGy92nownLodTJQNpwotbKbwFSvZQ9zvMJw3x6G6d37rt+rdl5GvYfyAXYIiE7jzutqFOeGMdIlWRLdPgFIM4gvg4Y8N2RSVHd4hnNQBriV+BR0HDT2c+635YkamcuZCbf/8SBmqhbtJWD1kgToiP5AIykHPwX6vURphVLYXrKwW4vmVsTiIYf2MqBCgWIxw/RpArl5YGP6JF5X2XAZmN7g+dHuK5SBSTI6ZBYm2UjXfyoBiSkrpvfQfYLdUKJntwIKK6kXCzUmnT3wI0v8kZ/6JkRn8MrFCsO8wTDzMG1Ecd4jOo1+VmF9jcPByRMG/V4J5RPe9Fu/ByoBR9/foJ9MUZQYwb9nXaNK/fcAfhcobVAA/rZS6h+Kuf7nr//Ir89pMEElKVai0HyC0PAmGvUdoDu0aK4vMLva4anqAOmsQHlCmmZ5xkM91AnmhhpZDBlI0KNGLzFa1+4kEPRh4OEVi53W0vRAee5ZKFoFdGCutNY81IVSpHoPNQRJWKAJklsNcOudEdhb3/JXAZE0ZN1lquyY1W76RBRTgXEtaRfrmAybLbdhMzV5is1PbnySZqGeC8Ts/UBtpExbQ4RuSf92aw271hgmQLHidGJoFKpbBBjsNsEtFGK503TaXOAPaSzM7CaMzr7cXFnk6JAw1EwcsOuA6vaWr/Wwhh7IdDBdQnUWsD0y8ODvB2CMXSvOBk6xYkKsDEIp5mqNGQte7eMYqaX7iPK4H/XGkxt+1Bknea9VAKpVgOk1VtcZUVVLs6AHNSZM6PDcG+xzXUnT+ClpLY0HD72s+1YJaJ5hcdIeKazf2CEMGsVjJfy+l+bNjqwbpIT1Nbq4FytmFHNaxAbTrneTfr4AAKPBHVkEugswW8/3fDnAtKQeqgS4EHZa4CFQxqIMQu3gNhGm3RW2X/em7wBmDsVpv1u7VnPdx/x3Am/DREsSgxolSnbL52xy02OYUE9/1+sGGykzcNJHp3Oi9MmKDnRII6CVs7CLZUK7z7WfokbYCzCtQX07wvSGTIRwkdqpMMwtQpkADQzTxDcoAe1ATSpjMncUS9OrUXNN+Q7BMAJ3NBvMRZhpFex6QKHU+HHdB2jP37doOEXl1wXJ31bQMWL6VEfARwGmY6OYNatDQ3BIeTImkgGWDxmUp7x51WmAOtBw613c3L0tXsCtOW1RYVfQ1yek+8aC96o8lfSRfbmvK04R1/dRC5o1uKEiyKBlEpZlZKHgc54ZOXrge66HNHp4ZImDW4WRim03ZEGNelCtgeUKMAYqRtjaIVmDWFvUNz8tz1SRvu2WA00BQ+K0N1AeMLlBXwt1ZMd7jUTqcSh5rkyfJtOzPbSjbCHLQcpFRLGgMZav2Sxn0MG0sj5iGj0SknxteSaFsXi9xgIIg8L0SbI6QqHGqEy7TWNsLB3dOXlDpTBMa5rmZqaCImAMI1Ndq0dj11CJ0anntJdu9FrYRgHG83szhhCYPUlvBX4u5RhISdgLBrG0qD91ijgpqS3Ot9yLzn+IgNFwazYgaAz6qRawKFH3u+Gk3m3IZLinZat4bk2fop65EbZXqBTcQqF7RYff+ZqfxU++8mVY/YuraI+AWCbMP5iwvcT3QzUeyVgkQ8+Ebq5QnihUJ0ymURXTb7Q8exn8yOagWS/t1mlnJNuH0VyzXHB9hUKJz4oY6pWUWNotp/W+1vQmkOvtr/7zUAMj8hAikCJgC7ITuiDGusDqfgffKEyeCQLW7/yfsmdJc5NnfD9TI1BOY18yR0Ktxwi76lTYbI4AiBIm3zAhc86ddShrje0hJ+jbSwpHH/KYP8Yo7aSB6ChDW9+0aA9rPPlAxUSfIsIddDCHLYa5Ruc1NksLs9EwvRr9E8yWgIv2gC8NJrc8/SkqC1tomM7A3VkDSNDrDno7wFo9emGkykIPYoa97pCcQXni4CdGpB0RZtFhqrm/7j3K51t3AbFwiIb+IozY5uu4f3aOy29c4cknHwFAEMTXfM0Z/Lu3xStssyHJwEyNUtP+GYs/8FU/g088cAU/dvpapIe3eO3B0/ihf/eluOP3MLx8i663aKoe0AlmQ6+HZMnCyPtBdDQIzmfxGL3rdnuJXQc5w1m/MXGE52Mymmu/o9k4404pw9I9TYHT5Tns2Rbx4R2i8vVf9R2ItYE76zgwS4kykUhpXHlWiX+LkT2Ke1FOp/LVbuhit+LjJIBclhqOjJogfkeG6z77GWXmcWasMO4XQKJcOstR7ZYA/MU49TF1ZRPhlgGmt+hnCr4EFg8ZZCl0NtMeIy5l++pn7D+gAe8yGwTyO6qdf09H5i9rP56pqk3jx1Si2W4oJeFoiDCLFqp0MBocJK17qGBhukBD+MIwncpbFEuRYosnj90E/Mi//Ga8+Td/j0Tcq7F+e47rDwJ4bUqpAwCl1HcC+AXcY0rf56/PzetzG0wIRNWRAOXpiqw7xnmpkFAsLW7qQ5xdls0/MgIrFDRIK0+AYU632mx8mA2Y8pU3Gu2lIFNsNkjxEjqcUtB9Qnnux1gaK/GLqXR8aGOEPlkh1aUUTkRg7VqjPyigAumt+YolD1izZXxlsgqgsTu0j+hrTkf6OTc1ldiIGTJqMbnJ11IsCAJ0+wrlGTf/0dROfrfsGs4JhBrZAdmFV/dCKVuzuLCbiPbASvEOjPpSw828Ootjsap7yQgWfXBOsEhO9JJ2lxZAXZ9FqCcXtMSJcUAajEPMJoROQWsWBNHpu7THuuPkRcUEtWK+O9Fz2b0TEGoL7SNUH8eDBTKBSVDCamCTVp14aG9x+gpq2MtzHkqZ9pu1yve0diPZGb5yCO0uU3xyg468T75VY5golGfA/sc9gqsRan6OajWUV6MDeX6dk5uUykTLialKjE5SkWyc9pIVp2clBerda50HqiJYIEZxeuB7lxwBMd0NSFpDxQiziegOK+iOE4I3/OF34T3f99/BrAkiqJC1u7K+es/p2zaNSPzqQf7s+iZQtDtjTLch/W9zWcO28vzVPHSrs4TqDqeSas+MfgUqJvQTDSTSTnMxpPzuWU6GVFB70yEWGF2gi4WALi0Bt2gSipUS+jNffy42yDrg/1ViMYNGaN5S3OZCQQ8gG8cCUSlAiaN/n2Qda5rQCctBhQTVsblwGztO2gCyncwQx+eyPOnl+Qx30SZNS/qlXQ/Ye1TDbgz6GQsTRm8qNLciuj01+mnc29pNNF6NhYAd/PjskxtUewWKpcWd1+3ugVslaXZZDNc3+ef6OCLnxptejWkdZHOI0aZWI4hlOkaNZjq+6Sm9MVtxoFfcu5JSUCFAbQQoMAaYTYFhAGR9d5drdHsGex86h59XeOvXfCd++Ee/BUlM5TKj7OJeHaoK1Z0BmyslFofivpXIxrAbjNF9SSb228tivCVMrXIZUd8a2Nw1BmZIKE9ZnIeKUaC6j2gvOTGxFTmdUOeTuKlHkRVRjkVGnekT6ttsJpNjM5ontdlZPUmEYTa9DU6J3wmjXd0qjCaVSDuwWQ8KTiQ9+f2PJRsEiOu0HiLKszDKg5IC/NSivNMiKQUTvOz7RsB0Bb3s6OoPAD6iPG4xzEtoTwM3uxowNA3aAzMCNElj9+zHe/NMyOBJ0gq2HWB6Sg0CFK6+b4tiWePg9Wu885X/EH/wF74JxalC/SiZH9lfIW0pndIdgexywed4c8XAzjWKBfdCuwki09BIiq+TVPodY860UTwsdr9HcT5w4lhp0aNj1yxEYH3Nob7tUSw9mpsKxTnHqiolrm9hJMBa5KQas+6xvTzF/NEey4cLGszta3jxIcq1QyykhuiBbq5G9k95HmE7gu98DyzPn8i1FEvNMzhy8NJOHfoppY2pMOJHJe9Bou/R9MmOa80ocZwXYMMDxQnBKCSNeJsysFRHwCYgKcQyITQRqUiATrAnFqYjQBlKoFgRgEoSyZ2UQphW0EOQZ0CL0bCiBKj1UKLsU+0A1XkUheX6SBgBcbsRLyzZG2IhAFhpUCwSQqVGU8Of/cjDKOcd1BEB0aR2z2mxenEALhTlp8nYUX5UHXs0NxI+/I778AWTm/h3rzrDelXin33wi7H/DPfe9qxGe6XG4mVrJK+hO4V0XDLIg56NBKYSAffJ0zQdDBWHVHqRRolftq0xUmPpPlJPl5vM8RwKBGMT2behMrDriH6/QHPrHLPHtvi6N30H/tVP/HkOmlYD6+QQxnWLEKE895XV/Rb9nHG5TEzip/QTmsTybOH+20/1eOZUp2zAs1zJ1zwjmFRBY2e3jVADvTKSgrAtduvVrvlcBAEoQiHeQAIM1ces3elhwlrTtuPWyLdPvJ6GCZCj53NinOk5yMweQzQZxgg4KAf0XsEZLczMX15vKtkj3DKiOEswLaMrY+2gVx2ZZE0BNQS4NaNfoRT01kN3HnZJGZDuPLbXJ9geGcye7PG1X//XECcG1Rn9OtTwGcGET4HpDRmhLwA8/gJX+GfBpT5rUhQ+W17HvVyf02ACETqN8uYaui/gp6RN6pa0NrsscDCfQn/QYntZwa7pgtwe7jS/xSmnYClvHh6oztM4Ic4FmG0jyvOIHEM20ooCxYxJyaQspzyIU7MaSDNUAOA9VK+RsjHhipqqdFTA3V5hmO6Pv1rWiub/J6OhW0bPqFkJu42YPUnqf6bDm4GvuZ+xEKDLLgGHUAHlgk34MME4kWDMH3+m6TnBtxseEFFAgFiyOFXCOkhajcZFZDTwHmY0OxQYiyze0ySxPXHc9Iz3MOBUCkbBNo6HF8CDHsCoX1c7UzTdp5EJkJSiCx74eyljaFg4EPygW38u1o00K/RcIJWcVEctVFCVEhASVDBs8rJjb+T7YDqN7X0JbiMFtE+wmwR8ZrT2WS8VqJnPKLXu2UjXtzokDRz9fI3tJYXVQ3TD3vtURPNMi9VDNU4t33O35jrcXDGoTuj8PrnJQy0UnHommYgXi2FE81tn6F4uppT9VKFYGDaiPiBaOzZKUAoqReh1Px7yY8PmSZVjtKQhQwZk46TCjqycMQZKpnBZ764H0gyhWRy4DadyfsImf3OFhnzlp3ZGcqOWzCjYtUdyaozHg9rRXUOZgYHdZIJ6dK5XfZORjEgJTmLzTK/hlnSHTvXOQRzgs5U1dcmKQZU8c06mxbl5NkNCjGqMMcvJBNkLAUmJF4BBea7hznsWqKIFRoxQoA9BqPLGlPcdKdak4VIiH0law8XESDvDaZCKQHWrhV07rO9z4usQhToZMEyYbHHvi1d+zy6NgE3z+BJqCDDLLdx5jWLBwDS7jTBdwORphbMvKIXWL/el4XSFXhxq9J5QPsEtB05qGjJGoIRWL2Z/2eTN9BpJWzEzjCRf+ch1N6mY/R4C2QnOAT7IvaNHAZSCXXbwM3aLSbP5Uj4ilg6691DbDsgeGkbh6BdbtIdOmDXiU7KKAuam8flDkrNFkXmxhYbpLMpT2Q8DUJx1GOYF1ED2ia/pHWK6bDLJe61DAoL4ImB3NqlBpFyKIHPSNPL11U7+ED2NIDndzI1aouv5EEYKbqgILPQy8Q4lq0FShXd04mgUNAhKE4wWqV5H7wcaw4oJY22ByOIWEUjGQOd4NaWQJE0lgzx2M2BMWVH0DxhmAGSKHw0TLWJloDb3JnMYAbxCQ/kIt/TwU4vJky3MZsCln+vxP/2rt+Jv3//lKF6xwObGFH5qUJ4obK8moAyAThgOKE2pbrNpsF1C7ygRGCb0vynPNCZPtdBTN/oCMXIup3nI/RQPGQ5Ektx3PUbaJpmU2i2bt1Bqeh99YIFodyBEsgTpkRJQyBuvFPeSgdPKZNhcDRMa05mee2Mo2MzkaMUM6pkeIs1S4sOSaOIZEszKI5RmrI+yp8MYvS2JVqFmNB19DsiwQQLXxMaTHTdY9PsO0ekRtAGkpumEsdTruwBaIMufEpIDopxJ0QKbKxrFgsCN6RQw7M6sZPQIEMRSI1QW2uxYCYgR8B56ZaB6pnwBQCrNyCRJVnwKsr9IL0aObRrBz70POiRN1oJbc+ATCv55+tQ9ynPAnzVMydx0ArjrAJQnHZASfuafvQY//opXQOmEZtZhfdIwtviAayspwJ+WMBtZn08JS0LAJP4QjJ4UwC59hz4Yu/WZLI1D+X5zYKBCGmvdJNJd1Xuotoc7U+gPS3SHhSR3MR1ED3LublivZzAdgwf6ATCaa7fQuPbTHaMjK4JOma20PbQicQCaW+ItciEhLFSKrW3iWiZ4xdrXCMNY9xx+QQZt/VRArTU9NWAEvJDvbTthx4kUL5+Bw0SAVDmyR/BF9k0o7IzbgQs9hKxn+hzuhnP5a4WhoBJgVKI8NUh9GzhkM12kWaVIgC4yCFJhxAKLJqzKk/WhOg99Ye9NhUWUCOduX2H+KQLjvmEShB4w1ujPcT0J4H1KqX8mf/8tAN6jlPpWAEgp/eUXvuI/f32uXZ/TYAINizQQAsyyxTCnpkhtB6jlGqauUN8hVX5yg5teKLXEhtEwpZ9z2pxpQtSd0gwQSY1ToOAUlNk1lsmoEYW9eCkxuAuNGzdfgIfZXYCCNVBdD73aorplMVyeonl8iVjvtGRWXI9p9JZI24XobfuINDWozjgBYU6ywuaKMC2sRXWSaEJTAqFOQFQyLQGy1j8USszfeD+b2xCmABtt0wX0+45ShJnC5rLE5OVfPU+rAqDEBCcbpvlSw6goet2IWJpdVJbnxqdSAnyCO9nCOkPGgkw5/MSN9NroWaAaoR6P7AnFZjQhFzUaSgyIdBdkMh1JgTcKvjYj/V2JLEINbDby94QPlLYUWppmftytgY0G2ktAd5iQtEZzJ8Kre6Pb5isIQOLWPDyaGz2bdqOw9wmF6rTYmRsJ66U8D5g8bTE0vPfaU5s+NAbTZ3if3ZrTWijFqUDJab1de2hvxDmbgIov1W7qJtOWJA7bY5MOAE5Dt4FayMBpDowa36PqZovq5oVfLt/LvO6lcNB92FHrpbhMMgE1XUL3IBvuTkwjfY0xlqrIxXahxql+UkAqNPPPKyNAEMEuPUSmf5xnLXlCczMSgLmsR3o+3ei1UNYZfWoy6DDI5DknYUgzGwXwYuxeQvYMSIasn6QTs+flPqvAZ8ZfSMVAAkypYI1G0glapjIZhNSbXp4J/pclSjkSMH+eGgK/XS/TiIYmAyolaoVDxAScuPiK944u+vcOggGQ5AsBIhT9XvTpmhPRGGEANLnIHAJgNfrDCrPHBtg2YHO1QD/VWD2kgAhMnEVzm2ado7O9xkiZBXgfQ63G2EQgeyaQlcR4Pr4nubDSpSXFc9WS+g2MzDC79iitgr5xAhQFihMiQnbL+560hmk3gNFsZIWtE2oNc+rR3OjQHxSoTneA8/oqneez1Ms3u6x37WmymW5yrfVTcadXNYozDztE2LMW0TWojukvYzcEDWNJ4MWtCV5Gx/uWnxmkBD/RGAYW1t0ezzO3SaMMMDfsQEI2DtU+A9VK5F/CXMsMLvB+m0+XcakMKMhD7ITJoIBoDMzA5pexh+LUbw3GfHZZlwSDOSlGBBu5C8UtQHAGANoDg+UDio3ZlMyN7lKJe7myBERdAOrdYoC7sQAsn7HL71XoPzLF8mGgXlFWEiqIr0eEcQHh3EF3anyfkwKaW5JhX2bjUIXuqIRbeEkmUOMekqyC2YpUrDLjFCo6kVIk7im5yaNhrobdeFR3eti1QXe5QfXk+d2/YCEPRkpct9uWh3IkgDjMzAhOqKBGtuUwUegO6csTgh4ZYOUywojMwa69pADp3bmZkoBfemxglE+SqAC4pR+lXcWC4ML2kh2HGJC0FGgl+yjgIqUhpk2jEWA288zmtDrwvscCY3JRnlbrnvcty2H0wPebU+981mNkFuQUCUAjTCuoquBEXUDaPMFNkOSNXHcIeA2QfWmlRgkln4/mJuPHh4lGt6/QHglzaaMwXbwIMMECm8sGZaEwfaJFd1jALT3NZq3GlZ/3OD8reXbuVSitJAMEke+6BLMw4sED1LcJtmTz5pF6L6Ci7ilz5ceTSBAjtDy3sZHUlba/K41kLAtLM4KWagiobqyRrMb64Sk2r7iE5tHT3dd0UueuWiBFggneA9PJ+E2VAA1uFehBJIBpd8h1oweaEKqosHqA6wmy7+azPxvCejFWDYFgU1JAjno0XYT2ZmTB6WE3jMhDO7uNY93rNjvwOBs2Q97efE8zkDYOE+QaGvG/0nLfM9YbuZ51xAjsEEhVUMJw0IMkBUWR/22HMeY6DxzGS4ueNcl/MRJkjwkqCJLhPVSqoBzrp+0V4ORVHAhEC4T7NeaPxV/m0/Jp1y/Jf/n6Hz/TJ3/++o/r+pwGEwAaw8VJCUS6xqe70HqD4kwo1zFBtR56Xo4U7PKUxix6sAglNxrbRuhOHOvFfT5CfAkU9ejcTAQBBMbNCFrdddjE2oj+nh8zMQKJhRCsRiwaKaZoYDMc1mwCAfzwj3wL84o1dptEkim4HORsPIiwt/tE7tsjbqD9HIBSGPZIIWejKBuiUPSrk4Dzl1D/WR2Trh8NkBwbqu6wEDMjNerOQ8mmWg9EevupGidWmUILYMzcVgkjddZ0pBkiAnZL1JpO1QQEAECFIK7EAWZDSn2SjPgg2jvG3sXx5EpGAaUUNQA3cGAsnvl95T3o2eSYrefhKFMylTdgpUQTq0Z/hVx8mC6heZpgSXtEmjaAkRJ3L5dKaXSft1s1eknk+6D7gOo2pw7JKJjNgFha2JVHc0uNTtWhVKT2y8unx4CBknU2xkI6Dbeg5MF22TCO2rpBsrZJC7XwjabreJ/g1hHlqSdF1PLnhIkThkdCcbLFcEDzpHz9wIe+E9/wxm8bTZgQAtTgkUo7FiaktKYxz1oPCtsjg/WDNOFqb1UozpRoEUlF3B6ZEajq9gzqPo26bCgFc97DbjT8hL97qGnSVN9ijKruIwppJBYPFYzGHPj8qJBQnsexAKLemfuGEz8JaJptZXPQXQoG+HvFHYspKcCtd5GkWZOpE5vNnWRCiaY0QLU9G/B+pz1QMUF1ns0YgFTsFhvp4hcKU62RCst1nYbd5/iIctlBX55ANxbr6xKH2KaxWbunS6Z8pqMHiV0PO2BVKcphjEyajs+BpkbhI2A5ado73qC9PkM/c2QXyHQ9VBqr6xahZOGdwY7ynFRV7cWoUe8ot+0B5UvFkntUlmyxgQkwRgGokOM/Y2HQHxCks9sIzKfAamc6bVYD6bWDpzyiz/R6Dd1FdIcWxRkTC6iVFmfvfTJd9KDQ3MTo69AeidSlErkCyLaAYu65GRL81LAJmhUItYYvtaRE8D50B6QfF8uIzRVq390SqE8ChlqL8ST3xaRo2GW7BLvyXGPy3KoQYbZC9RYAbSxepWnQbYRbKdKaBWhLeje91D6NDK9oCAaYIYnUKY5Td50TBaDJTOvZ+ORGDT5AWQN0LGaTNYhVMXrIQLHRVJETx+B4RrmtuPV34Z69alSIcBsy25JSMMsWfr/ena2J+53pFJTnBN6ted5Hq7C8VcFXPP/y0CF7fGwvGZkophGsHyYa0TruB2nnO4F8r0Ufbge5V5rrMzRWagJpdDUAKPiJhWkDivMe/WFJ9teKo84ffP+34+2v+4sCfpMFopQen0vT7+SM2U/DtkmmtAndYYK7ssVwuwJgUKwimqe7sQka5jR4Lk/pCWVWLcxGA7GCasSg9pk14qSAO08w6w5q26N78IBsxxVrMxUt3DZCtwNi5aB8gNny/Whua9lHd+BtqMjSyJK8aMgGy+dfFLlZlhtl5qIRyagSuaPe9ECIuymt1WN6j5b7HwuNKECV6cQn5UJjlqfB0WlKiSojckpOhyGgStI5fSAgVCW0B+rbNEmGAuzy3uN4VfbZMFwHTKuIrA9Tgl0OmD/G7x8KLUkvvAfbI4P+XMn9wJgCpQd6amXmTE6F6WcatlWwGy/1EAEV+sao0dsHkT4yShMcxODHvTP1NBtHuFCrrjwarTEclCO4yxelAC9yiSB/LwrAiDF3L4wFpTA09FAaJO3HN9mUk+zV6iSi3wdMq8YhQrEgM6dYcZ/SQ6QXUkEpTq5Rc21Z36EcUw8Bw4T7wzBhYZbjWnVgtHFOnElGwQmr52IEOhm5aQQr8r+TkWDGtZsM2Qf5PdL9Tt4EYMfyFVABKaE4p0zKbD1UR1lJ0hoq7e5tMrueRPUeapugFiuCjVZqiRFQYA1SnHvEknG4hUiHtAeT4k5/+QB1/FkpveueF/Zn0yXgz2fF9dnyOu7h+pwGE0IBnLxaY3NlhuosYfJkOzbqaTYBrB7pw8lqKKthNgNC49AfVOOEojrhYWI6Go90B5zw2K3kzzuFMJqtQPwL0oiSk0IKxFL8DyKNqqhbzVPMErZtYCRiT0lMTjamgcLYML7l7d9FAzCwiE2lUPNkgp4bmkyvys7ejI7iYWo3/N2WDzj0MxraLR9OCHWCPuiwvFVh72MWxYqGPkfvO0WyGn5WIpYGwyRHDikUqwi3IWJLIIIGWaRS69G4Lh+kQIJvNI1s4o7+CgBqiLCrnpMpaxEnZCuoTQ+9brnJATyke0/wxGgkZ2Dq7D+BcePMl4oFmQgip4DJlEaJRutpLGjUhc01JKg12R5wFmFWIxUGvrGjJhkgEGM3AbOFx/zRCN9YXPogC+fzl5WcBN7r2nW7rzFthJ9Y1E+tqHFbd3yty3an+3ZsErdX5wglp5T1ExuEqYO6VIzxjIuHNfqDhFAl6J5O1boHiqVGc1NdKHLF3KcQVL9icxEKNcYptaVCUgZubWiKuKLfQS7UzNajvUJAbJg2mH7gJt7+2v8z4CO0xo5WB4PkwOLA8QBl43NBi6xY3D70QxFJO3R7QHQswNfXNE5foXdNTwSu/NwA3fO+dXvcxlQisFOeCQui4yHvG1IyfWOYSLEd0Nxy48+NRqE67scCtTtwUJH6ZRUSdOeFFmsxzEgDNH2C3ga4RQ/VesTa0TRPis9YaLg1m17bCQgohb1dDjCtR9Iaw9yhON6y2B08p/uZAi6TRhUjlBfWQi4Y1hdSl9qOFP5yOtIXR5DBWQAEQqjVt9j7ZIc7X1RhmNJY9V6voVFYPuTg1jLtOeuRmhKqHfieVw7q9inQ1Pz52xbpaIphXpAds+1hNx77j+4K2fV9FpsrpIj6hoCnXbOZHKaGKQhdGnXaySqRVvEZHSbcI0PJ93N7yUB7Az0A1UkcI3YBjABsP7cILz+AW0xR3FrhHQ/9H2GsBaoCycpekzSn1gUjzvqJxkTo3irRbFF3NLlTPoo+2zHGd2jQHnLKkzSNFFf3MYqvWEU5b0jb9YcK2lNeZLfcv+0GGNaM5csMtPI8QkWN6TMepg3C1NAjNZ0a3wjTcvJNKq1IuBLQHfF8smt+vVlRP5uyIZ0GzJbf10+s7PEswrNZIB8usrygFaonV1CRshAyzSInXtIgJy3mq5mt1A8CigsYu9eQfWP0yJoACCxXT65QPx4RZhVCadAdOtx+vQOSY2P+T1/4ug2VweJhjW6vRHXssPeep+DaAfAeqSmRtMbksRUQEiaNG5kC/b5DLBRmT/Acyx4opISL79ChQgKwuUbQ3m6olS/PqWM2F9IykMC0kWnBs9CzzlBDgOkGmDM2YMlqpNKROi6MPbMhuNV84hSxdkh1gXe86lvYKM9r+GkB7QvKCJwhI0xrTJ9ocfoF9ciKyprvvU/20EPE9CmN1f0NwU0HrK9pFEuHYaqZ1CMsOJWA8jhClw6hZioCTTyDDD64PsK0BKYlG/WB5/4wc6hOPIqTFtvrE3T7BnabMH10CbveeY2Ylp4xw4w1iPYc8qhBZCKBPhNB0nMAgndahi4j4xEggw6gl4RSUO2AVDgCMUOC3fTcewHowiJE2Xs1kIwhEKfB2iJ7J6wHIEYUQyAAJkzKZDRCLfWMfO784yvE0o7vm58WOH/lDHjvC1+3fHE8M7WniWaxiJg+upQaCcCk3A3TUiILt7HwjUW5iKhOsymrgPiaiRzZp8KK3K2f61ESo2IpzDBeVitoa8azLGnWrCmA3ie2QPaZSc4IGEgGXSwsdDcQhFq1QN8DRYF3vPKbZc8IZCUYA1R8FiHfJ9cKSAndPn1JJjfYyNufFWmFUejnlNQU56y7bUtPCd/Qf6Q69ihvrtBdm4pJpAx0POt3u+HZlIwZWTN2Q4lHddyjPbLo9jRW91EqUh9zP9BDAnoOL5JVCA4jcJH9DXxjoKBGGSalwkyroMmqEiNrGcCN5DC1+x4VQWa7pX9JjllPWgHOAFHtBo9gzxPrAho9k17aHthuWStYKyCOgOaGezkiUD29xIP/Yga38hhmDr7ZDekymPL56/PXp1+f02CC2yQcfSCwKN5EuLN21MempuAEzZoRTaU5FafcQ02NcSzY9BpxMO32GVNnOzbZ2X1ZCeUuFBltlQmZPLih0ujnBr4S+riY1UbRB6sIdGAcFw3HEopzReO2JBPKyzXqT51B1+Wo8Tt/RTMWiUk1crjydy/PaDpGwydSCpPTLBK3AUkDzW2F8lx0jh2zy9PVgH4S0M+YAa0DWAgOMn013MAy1d0MPMjthuBHd1ggFhpeMn2pu+aGM0wU7Kk0m/3uUI2OMgLlBdjxGjBqR9PedkCKSM10nBKNr2dSEnBJgMqOj2CxyYOfB6jZ+HFCnpy5exImNLlk6ZWgez8WWvABGDx02yMFAwuMayZPJ7K7ul3TQC06DbPscfj+AX527/bMOWJHhYTq6SUQI13ODQtIFaTYHmRKLet4c4WT0KFWqJ/e6f2iZtTf+qUeKihUzxiZUnDtDjXZNSoCi0eEjqkTlKdrsZoCiLs4PkROQ1KR1z1/ZjQKTvSiw0TfFRU0XN8nZTgl9PfvI5ZmnF4CGAuZTB0MBTC5Ee8yAXSLAXY9oLpj0c9ZxC8ftJg+Rfqsr+mgb9f8oqF0LDCWkQEVnvRtNRCkU2lHF86eNn5SIOsVtch7fG1IzQ5pnIopcUROEg2LRGM1NUQaHPlIbqLViKITTeL4PczsaAKZ+gTjE5Lic2oXHRCoUTQtGy34QPDA5oYqjYU54o5uGyek6ZsYgeWa67/rSVO0BlCaRZkUz3CWRUJHv5V6OwBDwH131uivTvn+3ONlW2DyjIfdUOOvt4M0g4aAoI/ch9tuXLv9XoFhJvnjRo2TIF+bkfLvJ2LEeUZAgdNUYGhkKumkyJc4uuo0je9pZkb5esda6PdkqtpomF6jPonQYkSItKPQJ6e5/xVzxNqhu1SNkyAkYJhSAtMeKDS32KyESqO80+2acaXIctq20NsaMAbTpy3c2sKtDHwjJlsXpDUmsQkKhdpNswSMyqwlMyQUxx26yyXPqY6fEwqa80ZDAK1YhHEKpoJ4Qig2FABo3hsTytvdOCmk4ZxH2KvZHAhjIRSapnomvy6Zlnn6XyAwMUcFTSq099yzMpDg/ejjASWNnTOISpEWDYh8RO/2efFgyZNM1QlDRHHiqa2GChbF8Qb1rQq+NojlvQFhuovY+0TE6n6Nfq7grx/CPnXM4jqlcZ+CJotBSaE+TA1BVwMUnntYVKQ2l+dxLPxtK/r4yY6tRh8Q3mvTZhaGSOdSQiwM4sRRSiMTX+UjkDXk+d6kxP20MOO0UZ9v0D9wABVKqAj0c4dkycBSCej3C5ghwqw9lg9XKNZkGfpKMdElAv2ehVsFlLfWKG/z3AyNQ3dAIKGfaLSHfBbtGiOQHAtDP4y8VvuAWBfi9RCgNwNlcLOS8c7OoJ/zZ4XGYXOFNy0ahVg5mGULUxK80j7B52di4HPglsMOkI0JYaJFrrFjk7FZNihO2zEtK5//qXI79pwziM5wLQtok1khLC92cpR87kcraWFDHD25lI/QoRuN7hQAveU9TCKbVCHBPX6He+F8BtcNmGVA7h7XrkoSJauB+lZHTxeRBKkgQxZgPC+YCqPQ7WkmjZ14qILnSDcnsOBrsp8AAQ0HICeaqcBY7YuDjzSzI9MuSyy0+LHk4UuWw9DQj2tlmDqYwcJsHAG40kGfLtjUymQ8NTXgDPxeReAtgx99gl12SKamAbhIu5S8RpUiMADWKkAZHP5SHJNoQq2xucyayW4I9rdHFvXtAaqV2EYB+bJ0EIrmsGFWS22gUN/uUZ4p9FM9pp4AGuVC0nOknmDiBmsd5YXJaNU4SBiTwpKkUqQEgKxXAGOqU46H1kMczzgdElIE3DLArnre+y3fd8pNZH1bM4LD3NMNEOQsrkoCB/nK7IRO/n3SAEqhurHmHtN5WJG0mOWWLPDPX5+/nuX6VQMTlFLfB+A/A3ArpfQa+dj/AuCV8in7AM5SSq9TSr0EwIcAfET+7adTSt/4vD+j95g8tcX2GhF3Py85EZIpNAAMM7dDt6XZDpUhvXtKJNM4BetIs+4OuFmXy4TtIZFzACMVKZRiQpInvAaAMjRfKWhilAxGerOWzO9kIag7YLfcHUbDq5lCdczDYvUFByhPB4TSYPGwg2+A6ZOCTNaZ9ulHHXao9N1To35HzUuiRcTAjd50wORpoF9NYQtppAQQ8bMCxfEGOZM6lAQgtKDsLKDSqOHv9gzaA0pDinPGsvUzPdKQbZs9EXKhrwCTDx5LWpZoamNVwCw3iEdzhIZTPRXjXVOZJIZeUArQLFrHS3Pykb/fXZdoxHLBMRZmtYOyRL/VuuXhtOmgsn5XCrYcxamdQTYTVEOAaT30aguECHNy7w2Zbj0mH7rDImcIZKBIcc14nsBNv6mBwSMVFudfOEc/l4a5V+NkL2mFbk+hnwFmbVA/o0ZzxUwDHaZAe0Vh2A9orq1Qu4CzO1NgxVgsIDfiojNs+fXBkV5phh2oUCxpvDc0enSMTxrojkqYbTNObQGulSwz6q449HMjsWgY6f45bio5DbuSOLlA3XXqFJpbmuCWlnSFBERnxvc6T2WhFMw6IDgNrZQ0/Gyw/IQHqJ9a9FON9TWJMpNGqTyRxlIavdGUCth5SIQEu9wxGEj99Ag1p6TRsnCgRAqSeZ3G9wjgJAdDIJDmBZRoB6R6N9WBUpSGBJnYAGOBkIvzMkt0ooAGg9BMZRoM0SJjs8VoxNZaKarZ0ZaPHuPFmIeajUf91IqTmzOMuvdUaehNR1zR2p2rvLPo55bFrVWIUzs6hfuSk/thKnG26x1QC7UDDkIh0i3sNLLbI2HWiD422V2yTcpfC9GiZiA4saFngS1TzblBrRi/tb1UYJiKeWciY2eYkt0zeyqiOuakM1QaSTvY0w2LOGs4+XFuvN+6C6hOEqqTAX5isRR5ib7QS2hplui1kEQeE0ZQwDcWYWLJ8pLG1pe8T7HUYwSh9uIRI797ltzlCF4zsPnJQELSmh4dRsFL5nt+nqI0D+XZwCYqAw8h7WjL8trtukeyVgwACdarlAj3GoN4QZYDQ8mgyh/zIicJaWR15Iz5kXqrNRDDGKeshgD3xAYuTzHv4VKDx97P30J5djh6nqRJw9cr3yuWFjmFRvmEWNPZPTjez6yLzl5KZhvgDwWU95Q+ZNNggGvON4Z7UM0hBUKCHnUjarePyf/tlpPvVBU8fwyZI/a8RX+pGU3m0sGUPhuTAn5ixwmsbbm2dR8RnMatr5ogaWD+WJ6Kcr2YLeWcI7Ak54nyYsbbAtOzAd2Bk2SPLMtiI84EHcAsBz6jjRmlodlnI+97jNhVsK3CMLGwLZMJolMwiy3UpkM6arh392yozJbr1Yip9piu4iNSp2DPW2GEifeBIsisNj3XVVPu9lQfR5kDp90R0Rqk0kIZLcOKNCbHXHzted+i+a40ZxZQ67UAuIpyE2FCjrUGgFgVBHgtGVpqsLCL9T2t2/wa6tsDPZ+Mgj3bIsyq8X5Q4qb5LIGARix3KRljskfHKNn2UKI0K76v/UTBib9LJhANU7JOfbVL1MnmxtlsO1nFVJI+jDHb+d4lDaAyMF1Ev2dgeg3M+ey7VYBtHOwTd5D2JuivzNh4X/QeUEyncuuE8gbEf0NYUiGN8tlRwiqAC6WGTKoZGg0v/lL5tbX7GtPHJAUuRgTN4RkNI3frLNZWBg4JeuthFQDtRjDFdDsGcDKUhvEvAALXCsR8PBvmZpZBBtKTyz41OUEsyGvVI+s4+ybQ0JcDibv2KXlukRLN3Y2Roaq8DzZ7tEmKQwblHN+LkbnWD1CbLQEHYDzHjI8js0xnps9/lJdMIT4rrs+W1/HCr19NZsLfAfB/BfB38wdSSr87/1kp9U4A5xc+/xMppdfd6w/RixaV2kWCxcrAz4pRK+cbUkDdig1qNAamDfCVG83IUs0ibXOVrs3FqcJQq9FMTSUWptlvYPmAkekFmy0/ZcPmFqQ3Avw3Oshysx4a/jkp6vpyQdvPFPq9bLBEXfDQlFg8woLkvn9Lp/f2UgEVWeRms8VoHXxNZ3bTB+q/4u4QV0nM2mRDqo+5UQGM03PbhKFWMhljg226AD+VeJutuMMmYRYEFrRasoVNywM2G7txEgsUy7CLhMwFLcAiSjRqsBopm7SpyCL8ogZWEGeVErDl56XC7gqePlBHLvVkdhKG1sjxTxllVlJIANIYFhahskyTGIIYx+2YAHqjRm2l6npp7mRqnE2F1i0pYgBgdqaZL/wSdL0d+PNF+5gpvtEZOu0modwVFkNDsEZJvnQsHfzEYpgw03j963o0HynQ70nD5blu+1lCutzh0uES+/UWjR1w3lU4izOYNtPFIXII0sm1vO/0dGA6Rj+n50F9s+X6GhxiyQzx6CiHSUbRnT5HcwIYJKZydT8P9oOPUuM9TLQwfxKK0xahcWMlk0SjCYicJxF06PYsolNYPFKIa3rA5FYQg64EX2nUt0ndZWOtYLYeZusRC41+342GeTkWVSXATw3cIo0T3QQ+kxoYi5U8KRybMvmYFgOpVNOUzm4jbKfIEFp7QCuEmgtVb3oB7Pif3vTjOkiVrCMxGcU2S3Ac4qSEnzj4Kd3xQ+OgVw4YFFRZIA0DWSzO8f/W8nkKFzrX1Roq1nwW+riLkbvnpRsJvMnXxlqm0iHymdQaKAokYVitX3GAYcrotuxcnymTyQDrRwaooGDXVrLt+WNCSZDh0/WDbgUEwwkwM9IxTtQyi8x0uz8DGNdKcS7rYO4YhyaX7pkIsbmqsfcpambX93F/zcyZ7BMwzLP8JN+PJIkPAuKERGp0GwBNoNCCkXXbSxq+USgWQDJm9K0IBRlleoijn0uyGsV5Ty8IafiHRknuO4vPUGpGCicWqEmmglFxWszJ1u73HFlaKo77bX4W7MaPbCzVe+hVh+HafASQCXAqpAAko0cDR4ygHmnNGQhLOo1Giqk0u2dbgAdYjWQcVCcgmFFsAn3g3pqLZKWgVlvKI0Kgnjru9vQXfElxXH3s5g7sEop0qvi8cDpNk8FYGUlWENf7yNFjjlC2W4L5dhPRvVTDLWXdBSBIXRoqheX9lk3bwKi+YhlpjNcI0NPTKDMpoNuzqC7UkW7TY7g0oa9Gx/g6JRNHPy05Ke8C+rnF+ppGdRLR3OhkIqrRzwzNFM+4j/tKARUbQNN66J5MAtV7UtUzECmX6SKamwndgdRCAiqpIcAtPLpDh8LT/0GfDDCVGyf3qSoYeytft6NugxGprec5sumAwhGIkLWU5RE044yUK2hZO90ArXgmmvMttNZQPiAVBqoPwGpNM8pAaWAqHddlSqMOP5nd7+knPMc4lPFQUSR/lWFsatidhWNMcghA6YSen8azBgDX5bYFtIJei1FKXfFj2y2nv/d6KQJXZu3JghPPj7ymU0WfDe2jSAn1CPJnlpWV9JP2sBxjjZWUGLbdJczk/babMV0jOkAHgkjdHl8Lk2sUTMvBmml3yT4A7mKSuTWjmkcJpVHAJQPbOcyKq2gvFYiW9zcDmSoC7SHNQHUAUkUw2q08zMbzOc2JBvI8ZClIdHxNxbnH+rrja+2AYuERC4vmNiU3xUmHVOwYKgAItq9bxGkN5SOaG5ROx9oilvS2cascbRzILBOAJUfEaxm+5RjFDO6OhowyLHEr1tMpG68KIBwr1ueZIQLwfbroEZOHNLzXMhQLcUwvSk0t3mCM3BwBB2PG2mP0ENEaCQXURXA2Jp7zGTvQoAnpi2Ayfv76T+P6VQMTUko/IYyDX3Yput39LgBf+yv6IUoh1Q7JaegNabypIeVcRcBPLKdRSg6CIcBPatiVhxFkUAVGKebs+GR5KETH/NpixUOQaCc3hlCxoGVWN6lcZkuKI52XdwVadEA/w2gqxvxuBaiEfk7TrqSAzVX+PqbdySKOPsBCrN/ntIsIpkyKZTJQLpIYIg072r8gkaNRWQIQc8GigCtGstEjfEVd4vZSgeqU6H5wCuUZs9tVTCO6mZFS7SPcChIrudPgJQ1MngkozkiZypRMGgJJyoPi7z7GZVqN6AyUo2FPLlRUCCOlSkuKhcr6riEglZZmdLkYzGkMeTIAac4vNG6pMIilaG0F5Ii1AyR/V3UDVMcpr4pE+/M6A1jIRGn4tDPQy5asgerFgAngJm4NtYHSWEYpfPxeJUULf6dQWWlgqSu3bYKfOuq+S4XN/QnKRIQK8NMI3TPRIkwClIuwLmBetdgvWvTRIEJBrQ3cQsFsd42Y2xDsyXTwPJEnfVV03kK3HWYW/VShn0tEnFdor9TSkKvRxDRZRpj6CafPemDjYzWRdrfoyPZYRB5azsDP3NgIMcYP0F2A22psLCP5TAe4NU2U3JImi+XpMK7FbFqIHMMmh7bpWBAkcQrXPZu5UoyURrp4EvpiPuxlgjoCV1YLO4HFNCmxGnA0BrOeQEMsHYxEuyWlEPZq9Afcp9zKw61aoOt36zcDFbnZz5MzAGYTxtcSmwJAAVUWbGaHDEzpXSOWEhunwu0ojZoTk/HfX8y6rdyOku4jED1gLZsyrRGvzDn93g7oZ2bc84JMYvhLcJ9zsx7+vASjS/nxfk+K2B4Y5gnJJOhB0UW/J0gGYZVk6UC+Lu7BBBESbCsNjdPo9i2GKU3oslu8rwlsTW5EDI1GmhLozQZ7zC0HklMojgd+7z6MBo0AWJwJwwQxSmOdoDQneMUyop/uIu7UhV64OPcibaL2Oumd2zw0xrjApHcACRIoydtG2PXASZ3RUpAr+KllIxbZCF8sBJPWUIicnIVd0Zusgu3iGB8GALE0zCGPgJ9d2OsSXyuTGDghy87so2t4loAIaJYKro+ksQPNjB6ZPiOjpip3a1hrrmuXm7fI9XzBM+cFX87u9vPCjj5ESfM88jU12i5wT/AXvI+qUxrB5im1bzilVgHo9hPUoOBk3SXNM7+fUbIDDbhz0IX9OO1YkACKlZzthuw+qJKT6JsdmwShRLf7DtVpQHlzi5MvmiIWCsWCMrH1NU0gYwCUjwhzh+AU2kMN00Ko2gmHH1jAz0uY1SCmmEKPTwmhdARQqiyl4Oue3BhoJNklqaXIELHLTuoDENzswzjMQGaZGDUy7exGwQxxNPUcZg5uOSCVBVLNGodSJQO3ol+S8gG6JdMgOTueh3lfxeBHs2XlZQKf5TPbnusk1wHivTTMS/k9IhDJ8PGlQtnezUrYyUuFQZQHNuFCbZD4zKJ0QNshzQgUqOB2azdLzowG4otYs5C6KabxdYdpCb0ZKClqB4RL03HyToZej+5yI8wnavgBjOyB6iTvewIkDAQIomMTP0yZPqNkAJb36mHGfdQtmYagRLplWsV4X5me51oxxxqann+nNxNlM4NRWD3AGo/x3Rq+FDCu5HBqc12il1OC2Qyw52G3V2QmiQwtsmlpZh1Z8TXLjX9x0iE0FpMn1kiWEbURrOv0sPNWQ0MQPJtM5phgAKhODdYV0x5ybGY/c2PNZLpd/PnFgUrQfO/y0DMPuVRISCJvI4C8Y8CQ4bVjSY4eD+2wY3KlRPaXBs+aDdmyI6i7yVLJBDT1jvkYIwdZ8jvHvRJjNLpIf2JhRN4TRTol+/1/rJeAPZ+/Xtz1H8oz4asB3EwpfezCxx5RSv0cgAWAv5BS+snn+yZJa8SCJkChMjC1HYsw3+QChZ9rNwP0Yov21XvQU83YnoY0WdMBqeThbzYa1R2hgxUKq/s0+j1g8gxQLCLcmtF7vjYjndHXjKnp59i5s0pRMUz58/UA9IIGy+mHzQPUW9rLWwyrAnptUB1rNI/upsGr+x2GiUJzK8ItA9xqgFn3CJMCpr2g63da2BKJGqot6ZH5wFQxjmh8c5uI++IllpFNfcLmikY/L1Cd5mZSzGEKM2bLZmMht/Iway+UPx7c3V4lCHUc/QTgNPKYVw/8utEQUQ74vJErH6CWAWqgOVLMngeyyQMAIhAnFkop6E0n/0bwZwQWlEIqJUVA9JJxLFQy4EAgJJsmJaPIAoDjFEMotdSBl8gJC/TbMPC1QXfYwG6nqJ9pX9wToDRNiMqGRbMxnAYqBb9XwS57tNdqrK9aNHcCqpst9j4esXqwRv/aNdYP1jh8fwHTJxy/YUAx7xFv1GywzzXMqxeY1R1etn8HP/PYw3AfmOBGP8GTE6A/jDBrjcu/lOA2UQ5c3mS3ZqN89vJCpgiAuVygWCX0Mz5M0XHPZaQlM7ZzGopbMkKsvWTRzfONowv7lZ8N8JWG3TCatby92d1nxw4r1KRMh0pjmJrxUNaB4JRde9jWwPTUK/tKwWiuIbuNTP1wGioZaB93um+fRj+EwSg0t2msVN/20J4Aie448SjubLjWxIQtF5Cq95zgAUBhxVOEDZRat7C+5jPnGVGbfRVM6BELi2G/hD1ewd5Zwj7DFBE0NYtMU9BN+bRlI2UNMG0oXegGmMUWxhiEpsCYIy1T8FRYTnnthEksreeaPl0D/YDUdWTUhIg0m8AfNTBbD326umeqOBdAZEqDs6OREyeDdkzwaK/WSAqYfGKLydMdbr+2GrW7oWQB6lYsWPXHJpishHFQAOsHEvyVAboIsJ+sUd9QML0waCTXu59LQyigbTKAEpDBT0ReJqyFfk7dKw41hhrY3J9gtkB9Bxgm/PyDDzHNw9f83KSB5hafCdtG1E9vEEuRKax76OVmN8ENAXAOqXLUnE8lMeiCNlr5BLcYMBGwaqjJMtIDoDPuQx6t/JuCrzRytJ7pOMkyg7yGngVefMAy4aGoUCwEaIrUCietCBqvmLYx6stDAgwp/XaxRfnUgq97wiZrXOcDYxOtNRiuTjnFbj0BihBo6nUxTSQ3bSHSMDYkwNNIGDn+TQzwsqEoACR3QY+ilYw1406CIzR/FBbI/jre7yRAL/BKhcXm5YewK/oL6c4DTQG97uCnTkBzniGDIksPa4X2yIzneT/TTOcoFbaXAbci42b6JLB4eUS/rxGLhPknFeyGNURYyQvQElnoeeZOblAiaDcBvjGIDUG3bg5Mn2bT1F2ZYJjSx8n0/Nrbb5jRVHmJkUGYATgdaIZLX4SIUDANBAAmNxT8tIDZDNBboTyLSW4QA9nc1OkhoTgfoLeeTZeZITkFt/RsVK9OxwGBiompLkrMCbUAZkYR0FXcg4sF14DWZLYsHyphtwFwBnrdoQTP2GwqeBd923GPG82T2wFKa6RJtTNRXq5HzyxMGzK45oy3U4Wl1CExgSg3o6ob4M52chwlkkjdebjzHbCbQafRYwEQgMAg1SI1KIq74w2BcY9cfNElMc5r6dnziXtaurxvW/EJOqzZ4FmNWFVQhR0n8roPUJse24f3RhmK3fJ8Xry0QhCDzb1HKU3ZXrGgLwzlXO0R987yBKhv8XfPppz9XEBJRRZujlNXgWt7mNHo224T3DqgOOsRC4OzV1SctGsCa9ER5C2WTE8ZJhrr+7SwGKjc6/b5OdPHgckN0vr11iPMCT6YrYdud02vnzjZP6WGkYQ07VmDn36hQXswQ3PbQ/cWtg1I+zVBxJjgi0LkCGQK6C7ArHvWJ+IHo0JCedIjWr6GzVXLSO+bPYaJRHBfqKVGcFgMOkfwWJFJkQcDo8RmCDvpqjMY9srdOo2J8cFLxhbDYjS2TIVBShqqsMS4SOjcgbOQwYp8LBkFBQ0YDdX1UJstVJzI99WUn8m38LVBd6WEW0fUz2xe3PDh89d/Etd/KDDh9wL4ny/8/RkAD6WUjpVSvx7A/6qUenVKafHpX6iU+iMA/ggAlNU+hr1ijFsBeEhlV9fyjCaDoVDYXqtR1FbcWRXaA43tZX5NeUaENhTUik9uRLhVgBksVtcV7BaYPc7N1248/ISFkhGjlChaXeDChCxBXOt3dNtkdlOzUAPRJqi9gc/8QGf1gw8P3NRkEmU7oXi3EcV5T3q+ZtwW9cRJpreBh2U+6DT/Ta+ZnABnhLGgYdeUO9R3OPmmJo6gSn7t/T7RVtNGFOeDGMvtqK1xjEUi+jt5ZkB5blCcD7BPnwIxIMzlBqvdFI7gBsQLQQ7hbJpojaClUWioAmJkz4O2h0l5IiuXFn1bU0gsVtwd/BFjo6rEjBESMZRdnpXcEygFPy95APWSsiGmetnsJxeb2hOIcqsEP3OjPvb5rrvWbrmPcO0A0Wka8mkgTiu01xqa/s0d1lct1tfpZu8WdlxfTd1jdUmjPaxhOwUkheA1zEaPUpugE1ICfvq9r8TBL2rUdyK2RyyE3VKjWLGRphSISHtGn4c5ZQl6AIoFHyw2WZBsb5kIA4gF9ZPN7YjJE2t0RxVCpbE95KSsuSN02AOmILhV4GGbkfjCjvc/lAZ+QsPAodGj14bpEjAkcoeVRrFMiDaN2dF87hWDP3IDkoRdINMKJRryUBOgcGu6MBfHG8S64HMwcaTeFhb9fjnGtIbSMG9dnqHx+w+C7qdEecw5m6hxApvX2moLs1xB95f//+z9ebRlV3oXCP6+vfcZ7vDeixcRUkhKpTLtHHDaYAM2oykmV2YqqnstumkMBoo2qwu8sFkMNuAZGxsbjDE2poqhXFDdhmY0Q0MtCGUmttPGA7YzwUM5E+ckZaak0BARb7zDOWcP/cfv2/u8kEJSRKQUg+J+a8WS4sV7755z7z57f8NvYLGUYd3Owe9SY8J0HvbKgomoTr7SpKZKc0rUD3EGseW0wAwRRht5ElPRPQktm3DV8YBkLak8MfB5MgZxu8XygRa2j6g0McNHbmzttm4baPRnV2uIMQinZ+h3WyKmGov9z3Zo9hMmkwZIRAes7iNiI0NnKQLKtZSTUImC0CaIi6g+NsH0IpNOKsazwTrMDGzH9VgtdNiX63qLQtmJlTYrlPIQVXchbAW4pStCWtNn6MoQnWB5fwU/QbEJDhWdXMLEjXQXoPBN4Qm7j1M2HWNbFXQJRQpTmXaQztPrND9pss/9M1Y6kXcqONcFAHSVgTbDkiglLXBdS0zYesrDt2wcVIcdQuvgZ8r17Qllj2qBltctwAkZhsimlacNnpXRBo6c3QQcHkGshdmZcO8bRjRKqixQO54v/TDSvuqakPNM1cnPpNony2LJ5os6KMRZzecyatN/0RH6nnm9ao8adqfApAK2aAVt1j3w1PWv22ZyisX9bkU70qVBddihPzdHt+PgOkWlWGGBsOVQ7/VwK66Jbof7f33IZpafUiwUCWj2EuafMFg+RBednU8M1FSqiHI0Xh06VqSxZN0l23MaOcwpEtccRkye66mXMatUzJnNrfooYvGQwzClXWZ0gq1PdRi2HLrTGUEpaPaJXoSwkdDs8e+mTyz2Mz3FGMRJBT8dGwkSE9xxoIitUm3QC2JjRq0Ga9HvOFI7F5GNu4QR5p8SUhaLNKJWfHWh8Zh1ABBQH1UIjYUTAXR/gw5DWMkoQkZtWku+EEH9pXWv03op6w59X/YlxATTOIStlg3QE7bh3ZkWYULqSHNpXWyPETikAsa8I4nwGVj3pGqqJleYEz0Ypg71s8c8C6yO49umXNfBrz6DxYMGzb6Bn86u0mW43rXb1jvMh6JaYyfmUP1ODbfk+eEniro41WDxoMPsolcBRlIFlvejaA4t73eoFgntXqCrQ00kbnUI7DzhFVnD9ZsUEUsoP2CX/D3GK/U3AXaRMH9aRUOVCuPnFfV9DiJiJehndDoxPTC5FFEfBKzPkKYZ2PNBXJM2nCwwuchmwyiebpRmqzmjfpyxsci2ockI8wS1pcwItVDzLEhX1CLdG7j+xPUq6kMiEPVzi00FE9l0zZbsmcYgETD7CfURaRdENKFYfMfGFhHJUp9kRK7+rqxdI2G8RwkJGEJpHHWnW+6Z2aUsRuYhMDB9D9v7IvgJZxDnbWnqJiPMabpQXHii2qwnI0R67q8hx6tSIyAlNuSCAMnxuT8JRrhBZtkm7p245c0EEXEAfi+AL8xfSyl1ADr9/w+KyMcBvB3XMNBJKf0AgB8AgK2dh5PxkcJnlVCsqiU0sd1TrqY+CEcPW5gHLGYXvcJMBauHAsQL6kNCXOsjJgft8x3s2gNoESpXOORGHR9yxIoQ/mGmUNQWJXFMmtRWnU6KdBPNomJJgNREwBsMS4etj1pMn0uoFl43nwRxBtGaAuM9ftME02d6mOM1/23WjJuQbjQJHHono3Amg6uKIOkCEQJAcWxwKyDUhv7P2lU9WSDnhKB0JZNC4LXwpnDeAHc0cIqxOysQLgmJXu8RpSEhFkRTONV16BOiQstSOTAjUr4IOXkxvNe41RZkA1LCsF0j6tSv2idqIU4rihDVFPDLEEwJCWbVl6mMn1fotxzWu1xHzWFEvR+QKnWz6GOBhUtIEOimL1TrletMDk6u3e35G5J4ch27+2eqSqyvEYHgKKg4bCfyFSvB8oEKfpJgg0HsLYZt0krdVo/QWUwvEYrrJ4LjT25haYCH3p/glgP6HS2il0xY64OAauERWgu3ilTLTgmDwpirYx6a9UHA6iyLmlijOCBknYX6kInN9OK6fOYA0BxSF6G50mPxhgbdtsGpj7NbZfpI4ToVnaTNl9NnmNaR3fZ4iLUhUUPTUcAt6YSPlmHjISxKI7CDwgdP8POTE8IEO6679vk1zLKHHC6AszsUdGyoZJ6fKVKJVGF8YNNEAl8jtW587lJi0bPugb6HOQaS08M5RsJfQ4BcPkA6vc3rbFr0982xOkeYh1tVcNsN3PFAa1a1oHTLAKOQ69AYdKeost8cRtIF8jMpgm6b026ALi60a9su1CGkhPX9rfLf1ef+JtbuzuTBlOYthVMPloARrM9NSGHQBky/Q/G5nY8zQem3BcMWk8/hVEC9ZxEb7on1HtDuEa4tEZhcNHCPt6iO9euKIrKrqJQsSxRZT3qZ1Cj3LVq7hwkhuQBgdWIVJgl+zi5YdGwcb30yYfbsOOFuDmg7FiuDfk5Bu+bAU3DrcMWJqQ+FQiOG0/RsjejnldJ8SKOCKDUmRESF2BsfIYsI25sTYrnQJuu4xqpjonyias+Ijwh1BQl8vWQE1cEApIp82zUnusO2wm59fi6ge6g+KykhZQpCrfSpbMV7ouCCEaRhgPgAe7TihE4RBn53iqjOSBKoeWIuXgbaBnF7wokeIqQhXSE7leTwpya0XLSCfouTbNslVEuHet/BnUDMSO8hRwvEc1uqBUTkXLoOVM1Ve+7WG1Jzucfi4RYhJjTq+BJaCztwut7PeY3dKQo3N4HCxX6iE34BFg8BsYmQKGj3UUQ5jbeoVkbtOxPaywMgpFtGSxV2u/KkOAl1nJJRgcbIv9cHA+wRi9thi82EZj9g2hNlFSuH9kpCfThm9cPccJp8lF2e2LS48o4KzZ42xjotgnT6mZzTnIU5U2jVXtSKohI8xGQ1eRZAyUmhQBif0FzxcMuhiDaPHxjP+3Jui2B11qFaEl3hjujYUx8QFeZPtWxmHfVEMzS2nK9lwm9Nsc8sw4WgxVV+HSOj/hEAOAc5WsKK0KoyJpjVgOPP3i77aLUyqBZjGlz0PMAcitN0Prdu6UrukGqH9X1tcbyYtxbVQQ97pMMbgyJAGhpBc5Awe2bg/l5dH1T8qrU7e0OSjg3i7IQTpg7N5bWi+YggDRPqYbg1c8mjMy2pC2eA7mxEdcTPudkTtPuxCLsCPM9P/0qnjS6enflzjxX/Xh9wPZlB8x/VEauPqPkhECSTyjrJKVw/V6rQJe6xTsU/oyNywC2JTCPdF5g8DzQq7E2hWW6QWaAZBkiW5/UwG2k5yUBtHQEbiGh0S6A5SMVFLSmCNzcwi9ubQXE3SkYg6kQTVMjSDhHVlRUmF7nWhi0KhNtFD7NdQ1Isz0ucimqtqRDlkM8JDjmMCoZLpBMOrwFEXg3Ui7EHCbWzBR1pFj3ilG4YMBS7zQ0JDs2YyxaHJgFWZx1s76hnZQDfGKX4UQOlOl3DdnNMnjhQYVGDLFKe34etT65hFn1Bj76u404BXtwp13EDcTuQCf89gP+WUnoyf0FE7gNwJaUUROSzAbwNwCeu55dl/p1dx9JZrI4j3NEAP3XIToJ50zMB8A44eBsL7VQn+CmL/Z1PJLRX/KgoHxOml4J2JBW6FIGoPrH9lil6Cslw07pKBV7GomuYYdRlsPw+s+RhNX3KYPcjFP2SIQJOYBYe/QMthhm7xv22wfS5VA5KOVrCZNVWUe4moIlintYaFjQmaULnYIYeZtGjyjY+9Xiw2bUvVAja8piyqUSXBWR4iNilLxCsKELERMeOapw1iBPLJPTKAmbWkmoAFLslu4plWpYT6jipSudfFwY3TVFhL+VrJSvo7pvSc/c4oNpf8SCpBGbN5gasIExJgRmmhg+n5tMSE+ojVzrG0eWJHFSILLLQ1o73SQE+gJ/97BlfhPzMTSjisyAxGLYdi1wAoVgUadfaArFOGGZ8z5b3CcKOhw8WcuQQa+WrLivUFytsf4pUGD81mH3KwvRAddzTP9knJMMCtd4nXYaWSILqaEC2wLRrIgeqo8DksTGwQ4IP1PNA0iKuA5r9kRqRJ0RmSKj3PSQ6+FZw+VdP0J0C5k8lpR8o7PokXE74OrHmFC5UKNZqdJTQg1bFz+qDUDrmZohFHT+LkyEkiE4kMhQTnnxG06nqdNbR2J6VdRlaijHxuSWtwfUeZqiLcnIpxnykOr1yKVNlYawUZI1EAVYjbFFU5V96D39mju4sXRnEc+Ljp7Q6CxOH5YM1+i1RpW2lfzS8n9X9AExCdWjQXta3SN9K33JvqRb0pE4CRDtOyHIToTr0qJ47Jiqguwl1ZqEDCwDACMIWGwmu06J/HRBrTnNX51oKy+0C3QMe5tiiuWQLVNYEYPpsJEQ/AaG2mD3De+UUTR1kQAeFPOmFcBpsPBB7Ct0lfcyNiuAVjYDE57pvE1IdIT3F8torwPS5AHfskZ13kiO9AKBgqO1QuLguJLpjGKrBo3IscrQoT45WqOIEKSqKKTssGIr6SeZiQxS5ojDi2hQ6TqxGWzzxhLcanS41+4GicENGGFB3w3SBXPhFj+pwKNQcIgxI44GzcGrbWeg6wDgly7BYH8eCDSAcdtUjNRUO33EaydFmrrm0QjwhipvOnkKY1RiUQ3yyeZtERt0cA6UjSSlMgyKQxp9h86tQeLZmxTYxTFWs90bFwBLgDjr4t7QwXuBnVtcUaYoQYH06P08GzWFEf1ph1WuwebuVgHNrpMFg96cbbD2x5JmjSIzJ85oLHA+FEudzEWMFYUZYeb3vUR12iBWpWwBIu4gRYdbQdnAgmq46GmAWPY7fsoVmP2Ly3IBh2xE9V7GYnT7LZ8GtEpb3Wxx+tkFzhTmJnwqmlwL3PhFStDK9QafPoaG4KCHYQFxREDQXZ/VeT20jpQlOnloWm8/S1DEY9Qqi6vYovWZyyRN9ISyqENVmFDkHMWMRLmrrbS0w00lr0mZXGTgAkt0TgJKXlAFKDmshlw9gzC7gDMK8KZz6ahk5YV95mN5j2J3ATyzPHEX7dDtS7GbdqoLxCe1+g2jp5pUFfKOFQu3ZjAitLRS7dp/0vubZBbUOrrOBe9XSdUIUmxW4BXMPe9ihOzflflsZfX/ZAHOrhOOHG+oZ6RmYtj36ymL6aYutJwdtRFRwCahVaLYI+yXAuAR4IM4UWbMWtFe4V5POSkqAqAtNzg9jY7T5zfet3yLywC2Ancd7RCcIE35I9XFCu89C98qvsnT1UQpFrPj52l6bnT5dtd/E2lLzS5sHUfXR5DiUwr29wjWWdZwAniX52vPAQnIjNymFbKBDhfQe1f4K6ewUyQiGU6SYDNtEXbgltbbqvbUiaz3QZsotuOcDyNpK5QJODshiJO0gMqeAF+7Jg6f1sO6ptjbFscwuemR6bNhuypDTK1WKaAzB6gyfifrQoFrGQs02Q0JzGAqKJKluWLa6pzuFo+jnwRJ+d4rV/U1xr9jEJl4Yr6U15D8F8DsBnBWRJwF8a0rpHwD4MlxNcQCA3w7g20XEAwgA/kRK6corvUZygqM31pg962GWgTY4CnsOrS0QbGOYoLkVk7X1Aw5+FjH/GKe71TEwO0rY/vgSRZyv5qHvjj31A5qsAsxkM6plTm4QZMXvLAjGaRpKERsHPXQqYJiwWKr3DdwSOP1hr57JqYiuxNbScmdq0E10g9X7SrWDBNpGJasw/6aC6dW5IAvUgEksecX698pCugF2ERVeDZwUbEtuvE9u0lLuQYrOAEphXpJWp1383SmLgpljkm2ZrKVs+eQjABXWU6XvbMNYbMc0kWXywiQjwbBAVE4lIbxZ/VY5bQU9Qj67nzJZGqa5uYLCkcuNELfKAmUJ1UKLsaMAe9gh3EcxpZAtiOK40dIqlEVGv3UTHVsRHL5lhn4u2P4kla3jvML6lEWrB2msmAAMlcUwN1ifBeyRRR8nmF7k5zpsJzRPVpg+w8mW8byn+dNMDqpjD7Po4fZXqI6aUQUZIBz+oIdZDVRbF51EOVNoNvRL5tSwPqZTQT6sjOcEy+YCPaq2gP76vc8x8C0RP922IFpH9fqVhVnoczp1hMNqYZEtVQsXXsh5pxaJIcoFPCglMsnxDbR7TyhxcV3L6/UE/LZAcY2UxCQpJDDWfOHqaBhFnk5MoqDPWlbrz2s3ttRWgAGVxdcDp2YpAR0RMBkCHuctJEbU+z260zX6bYtBFatzc6DfEqx3yS/NAmCx4XMXJnxO3dKSQx1YLESHotdi+oR+LkjbDtXqhPWgNkRjxQIzVRXSTdhGx8pg/x1zTK4E+DfRdm59yqA5inRF6CP8lKKJ/RbFtzJKYPZpQbvH/++3ObHLjYTMeZWg+6kmdxIVmVHrsxdRrPhEGwVmYAIsgQlldEQtZIpZrPT3eQN3aDF/OtE9pyCxREW3EtYPcd1mpES/7Wi3t2xhl1RnT3VFxJdOtbJ9qMkwbRAmDIxJdrYUjc4oN5+FVFRRSlGnm+xZTs5v1GIfiBWbXbTt8zqdN5zQtU6ndS092Z1azYo2MpI2RRoHcQaSzwqAog1DgPQDEk7oGVgLca6sY3MgmD/BRq1ZdGNDSZ+t4VRLJNjEqruKNqE1YaUAppQ9tz6kiLBv2bSujtkkZEF7UlmcjfA87eZZfH3T3avCCBaftYV+RzB9luftMON7E2o+R6uH6EJhBgPb8wzKSKzqGQAXBYvlBBKAnU/QaSmpSFm9T5oJUYwBZj3AHWmjvCXSIVkDYxKqK4QW2xMFOERo96d7XHXYwavtYzhdw60i0iAYth2qQ071abOY0O4HrHctlvcZHL4tIU4DwpL0h2aPzUW75B4Va9qNcj2Ycp6xMNaGueTnkVNPuxxgxRd3jjLEUK2iPCHlvshnNNMNJSU0zy/hllwvRDNa2MMVwrwtXxMfgOUK6f5T/PwNIOswNo5yflQ7pFodojLdBSCKwQcOHaqKe27dIjU1xZuDIJxqsLqPjdb6SBvMa3VsEnBaXgu6HUOnrhkRp0mIWrUD6Xg8ZxPcmlQPidpcUPeHkIc0aZzgA8DygQbNwY03cCUkXHnHBPOnPdpnVkBlELYbLB+oMH2WNojdNqf/ydoi9hod4BtwCNAEhLVFewWo93vVs+BZ2172YwEv3MeCTvpFBwjVccT02Y6fnxEYb5C6kT6Vm/S5CROtwA5ELk6eT2gOAt/jmYXt6RQWGtUbU1tx2l6zee5bOvuIntukWSn1REVqR3ozcxIK/eYGD1EaAMbBleN1nWze8h9ODIUSiuCxZI2aTvdaR+qAb03RRojzluLZswZxVpfPCwDdNUTK+WM6FSlVdC+bCLqQdViR6WC56WsqCzO4EQ3rDGRSw+hz56dOLV+18WWpBZftlesjala5dULquZarVUR10Jd9NDYOcVYhtERJFbcqESTn0J2mpkTWPdnEJl4Yr6Wbwx98ia//0Wt87V8B+Fc3+hqhAvY/J6HdEyzf0lAxVri5d7uO8EkZE3LbJfRbFoefTfXZnScievUUnz7bF7hnPtztmpZyflYxATQUWwwNp6d8YJms5saB8Rleyv9mNfBoBaICjJ3j91WHwPT5LLAVYJcDhQcBVFdWMNMasTHkBVta9lXH5OulnSmF37wmgjbzprSBUIRXRJM4x24mUCCOhZuYuYHOaKExHobsaidEa5BqQbHi0bPSKKTc9GNRnkSoXq9TDCjPLQvaFHoCMMLEM8Q/sKmAivzwJIJK1aNTsamh4J5dechSOWr1HPWyh8SEYatGMlI4fuT/URciC+GYIaLeH2A7dvVtZ8jXDwn1pYU2bKgnEBqOPF0X1T6K12kCG1j7n33jj1GsLVZnNanV5sb6jMPRIwI7cNq0vj/hvvsPsH88xfrUjMVQANpnLOZPJiweEti1YPIsOYgwhBgCQL0ftLBJRaXXqE0QFahR3AOSGaFtoXFsZDjR34fi9NDsEe69PkPBp+YKD6OMbgnTCu5gDek9hpnD6Q8Jnvv1fO9CQ+/nYSp0J8EUIyJhnFJKImexoHeCWgQadYwIahWlzYY8/bAdobxurfQmLTq5qHivklDej9IY0ueNxRknsuaoI4qnI4IiTmtOdgEg1YUvTq0SP8JqM9qhtkjOQUKg8KFXhII1CBOuleUDLWItdAwYdA/xCd3pCt02k9hhWxMgq4lJb9A+a1EdA7sf8XArCrctHBFYdKYAaVeiNnVqq3lVMduQIuW3GyaP/+eNrV0/FXS7guX9TqfUwPJBoNs1sGuLuOMgD67QNgOWT+3Qz3zHwx1abD3Je+p2DKpjcnaTFbURk2INlgw/t/K+ZjinoLhBGJ/Kmslq4VwXVCdPhkVSppnJIJBBsPVJVRzXf8trIVYG1WGP+tDSutFIaZhBgO7cBG0iVDw3cXMylpsJZe3pPfiJ0aSa+2RuTOJE8svmQFYTP0mdUlSWGRstiOO5JIMWstlxxyq3djXA+IA4bbi+DYBoqLMQIkU7rR33ABGeecMA1BVS4/RcSWNR5ixt01KCrDwRLdMaRs+gMGuweENTmq6hYWJresAOCVDKUXMY0T67Jh1uUiPZCk5YJGfb4atoRCGVghSRgmOhMghbBuvTBnj/DazbieCZ32Rx7ueI3upOWV1HUG0CIJ4aAEmIriGaUfeQyZUE23EC69aiFBuvNrGq0QOUhnlGfmQoslH/+lhZokx0b+HnoIUE0jgpVU647QJWOw3skMrna2JCdbAuooHNQaDbxik2Pk59WHDl10r5XZnvPmw7JDdlk7g2xfLzKkitPhN+ZuEuU0uDXz9RAIWEOGkKeoRDDQsRDkIyGobFv4qChnRVfsOmNp2VmCsAqXGAm7Mwa2s+X1l7xgCogGitPju63jWHEU/aDoyhXkIt1FlQGqT0AeH0DMtzNfeCoPckwOHn7BboNxKbB6v7AD+jg4ztQNvPnucRcmOuUhTsKrIonhrUR1GbmqnYBWbRWAQ2+y+/owH+4/WvWwCFGuFWAd3ZFvVBj6M3tbj8q0nJkUAqg11R28MMbFCGVmAH5pnLfgI7ADsf74voX96rjDoZZXtJCQnGGy3WmfNUi2z5mgdN4PAgQifp/B1hQkSXFTayjQfaK2xWrM9wzbaXPPzUKs2WQsrtFcHyAT6PeS+PTqf7+rqhObnnssEQan52GV20us/Bdtoo0iZzaJ0+C7x2t9ZcTtdWtv0lUhWQJAjG6ZCA9NxMA4qOTRKj1AU/q2AdUQNRdR0gGTV9oumZMIpBZyebECgk6lR8oseJfIKNvDBx8HOLJDpgHJI6ahn4iaVGXK35kTYE66NUGgpWrdwLnSWBZ4Du1dEZ9DtVcQwymZ68Vn2OEErDfnX/TUwf7pZIwHULoL3Wcadcxw3E7RJgfFVCAnD/BxKO3mgpnjjQfnF5zrIbd5zQneIGZddMsteniVDY+QQw/8QhMvQ4NRUPOp1QusOudBuNT4CJZePttqUUdsC48RktdmknB+2g8mv1godyqAW240Y8f9qXBzYLpIiPcJcWSBU9lOeffh5oah6QKnoWzm4zidQCMHMJcxec6AawEKpcgfDzosbNLIu05ARBNFGF6hyExo4e41kkUX+/O/KlwwoRSOdLE8Nosp2LuerSmolF11OoywiwNeWEoYi+pHFinsUidYrnt1Ud3RN6FiaOooUAuoe3KVB4RBgnADRXevipgx2ojD57xsNP6AduQoI7HmCPO37uxiDtTBAb+lmbIWH1hi30Oxbr0wZumTB9zsMtPNZna4gnLcAddvDbDdwCaPZv/DEKNR06YiXotx3SKYe9/9sCwRvgYy0WDwFIwPOf3oVZGxz+9hVO7xzjaNVidmELkysBk0vUDYi1KdNLwkoTqQvZilC75fSltkWVPtMckhME9WbOE9MM0+PvA6o+ot+mg4ldc4qYLROjMNk3XYA5WiNutWifXeCTf2AKe7mCW7JgDjUAAfptWw7cYWquos9Eh2KN6luMFAbHSXZW6M/TosllFqTNpe6q9ZiEzRAWazxAQ2MhyjcVLcYQTkxBnSAZC392pj7tMyaE4EFq1xF+q0Z0BuvTTITqI+qM+IlBfWjgSgEbkWBpO5qFxFJCrCyO3lTTSaZl8b/9+IDQGlz+vIbc8R6onwLkScXtJ6A5inDLgOoocLroDJb3V4XjbYaEZs2iYX0amF0kRas4asAwGewjut0KB5+zDbeKWJ69cVRNnh712/z73q+OeOdv+UUsQo0P/eDn4viNQFUFrFc1to+BozdTUPHUhx2mz65hVh5zEJVCvu9oP2o8ih99tMDqtEV9HAs02fjEexacSNi4ZkKjKIVeStIPQO1StSF2SdRaN1GEb+0RWof2k3u0eZ002P2vS4SdCezzh0jzCfxOi36HvNbVQ9MC+QbGRgQEpYELoFAVQiWcfkdbzovQCKplhFtG2JVOznpq/4hPqFe9QrnTiYmpgwkJdhVgOj82NFRzRHyA6bm+/Jkp34e1Oij4CLuk4n3YbhFmLOJMbyF9OGGnrBt2BItdkQIzzyKpw6kG0Qr8dJuopJVHmqtuwjHXaBYBJbWKe0j77KIU3ADgd9rSvK0Oqd0yzLIDBQtf3wrdk4483OGazceJQ7XwiE1d3GWue932wO6vJFz6fE5kq0PopBRwx8D6LCBHDru/zMJhfVqwejChfY6f7fYTPPO2PrEq0/LsEJSpePZghdS6kV+c2Aw52TxPziBst5DuhNtHoAZE5lzDCrpdWkSaQEvVasEGerLj72v2eI7FtsL2J5b4xJ8ywNMtTv2yRahQEFT9nHt8uJ/NpWafZ11U4cHoBJPLoSCBknC/NLlg18ZZhvHbIzaNi3ZBKwhVpfQGXxoAuYGZRIiIVBSBKD2MqE9HRMtsXvKL/ExkhKTpY9kj6LYQtDkjkOAAUDgXPsKIlIaYdB7JWSw+5wyGGaf3Tq2QYyVY3WexeJDo1MnzFPStFgnGCyRw0JSMisMGCgJSR8HCrSPWu3TGOnqjoN3jIGf+6Z579MoUhIf4hO6hbTR7A+buxtYtwM9k5/Eeq7NsHBy9cYYrX+hhj0gNWL69A1YOsycsFg8nDFsGdsn73P1YQPt8h1MfARCZL1Ack+eGUWpD1r5IIgitQXXs4VuiHEJrMMy0EdanQjkqw6BMeW0q2FXEbBlgl/4qzapkBM0eHT8kJNRDRPv0AqmyaK5YHD8ywewimzOrs6PgdGwMdTm1UZGpqpCxkZBU2Bfg54otgRlGOhiE+3+7F+D2BtVE03tV6pFEpWhUgjTk4jwjivhrcu4jKfH9CECqDPqJIxJ6SEjqxFPe34BRK8ELgtqTO2dh1kPZW5MI0QZD4B8rWD84x/KBisjQA9pPL89Z9NuZesNGFbUhItx6bObSHUMb5Q5o9tm0g7ApFRuLYcZ99/gNbJrNn2YzrN+2MFODej8gTmtMP74Pf2YK4CZt0Dfxuo+7u5mg0Dw/BZaPBMyesPBTimq1+4GFShRUh8DsGcJ8sj1Ze2kgvylD7KGFlNHpYmWBKPDTSnmdPMyq4wCJFn6ilpJWIZIzisvYgLK5ISVUfZ64MxEOSr1wHSG1qTKIUNvGlGA1acqwvnS8AFbqHVs5pO0ZkkKwUm35dc8pAADAQp0SxkIxb2RFQd8JkpwQHTJq7WYNzKovEy/fZhhcFmAERFIRWWN3nklGVsPNVo30Yla12vVAleWuByYTFUlCaeIAYNKjPOcMccQJpANE3yvtFMvximrgWlD4qYFbCtBHoNLNMhA6bHsW7bACs2ISEuYNIG3pzicjCBOLVCV0OxbrXVFL0IjmCgUdW6MCcymVqRCAm+JAwgDHDxKG6DraivbLCo/8S4tQ0anDLQXVs04FlATPXTwFcQk7azZfbE48NXHnNER1A0SApI4U2pE2a1vEtMRHNsArg2ANwoQUId+yEKuPYnnGRLndufNf94Rj21Vgsa70CLPqEU5Tg0CGgMnHa9QHI1w8w/AlUCQyNORJR5ebWjhRvPP7Cfc+0VRQEcjQUhuADgBAbKzyjDOfMkNnKJKaudl5GpGdTfLUwU+uLg5zo2T0jtair2NhbAaLYFjwmkT6hzuhI1JoRiJItYFU/L2hMagWCdVxwuo+g2FGe67ouJf4GTB7KsEOFLXK07Jmj7oWw5zPS79j0c8NQqPF/Zp+4XR+obhW1Pez3dMpzBCxvq+S3VSmAAEAAElEQVTB6iwTnX7Lwrc3vnSzxVe/zeRo/qZD/NKVB/Hsh+7HuX0Ka3Uf2sLkWLUe6gRzUKHd5zXQbssWKlrhqqpeQGikTEwlpkLnGOZM8LOFV79NHY9swTvMuG6qBYhi0kZMvwP4aUK9T391wjjB/dUZcrdjRJowG021o7PGukO8b5tCgeriAnCtlaInjE4vsNApmBlht5Vo0osxqUzkzJ8UNnPHEVYLr6x2Dytl0pUFZNk4sUiKcMmq4bYzZb3Fitol9rgDKilTZQwe0lWQxrGxFhJMIpIBypHNNLlkDMSOTQQAxbIPllP+7lQN21W636CgaxCTwqh5Ptg1heOgRWWYqOhfJRALhGjQKURfAuBWugcdRkw/dQRZ9fBn5jh861QFYFNBsNxo2D4/Zwl+AphBsP04MH3OY7ho0V4i4ufp/25CNOCC6IqMUCj2blkoWK0Izbq/yuY2C7nKMJ7PBQkmBn5WwzQsxMQn2GUaqVNG4CeuIG/yBDEX0CN1ZXTVkIH20NOfnWDnk9R9OXrEkq3S87OJTvRcyUgcrpWYXSSeWSNVBsPMUbep575nVn1BnzBXGHnTSYTnueokUGjZcN0BQHZNymtQ0TChcYqSsmpzGoCO+25oLIvVPGCI4/AjTmv+rm5EI2T76GLxfEJbSWCocm8FzV6AGYCDNxv4KcXoAA6a7JqfbbsfiTyteQZGJ6gPI/dfHfoM27UON0ir23+rxfLNHrFy2P1IKnz83HAyPXOQ0FgMc3eVrtaNRFQE1+JhwfHbSNuYPqUUuU80cEtqZLgVLR4lANNnEwXFjzvmLErfixVzQ25eiQKOjTbadYKOBNhB7ZWHBD83SGdr1EeKhNG9DXFsKkiiY0i2qhQf1ZkGhQ7Ev0An3hHSRbz3Z78FX/z7vgfNHp2fktXzTIcHXq1uizAnxuGtJMDXUpoJ+f2NDnBpPC84EAiav6kziH5vRscFRchlrZ5Y6XR/rTlPFzUXUjpwSuh2HK2rnXDPNHp/es5ITNS/iamcCxycCO1uT9AwY2UhViDajEyWCK/6MCKoBf36DFFUbpnrD4E7iAUt4mek6FQrNs1x4vOkS5dSk8UU0fFMLQw1G91B0dXrMw71oUVqHektW5tmwiauHXd1MyFZQm6zpaGf8oGYPjdQMX4BDHoA+padxmqZsP3JQb23ARhD6OS8KlAmAJDgCsczGSkwKfEJ9THbe7ljGRsmzfvviNj5FQM75ORWIJeImIiWXOjoKGLjuoh+R+1kDlVhVlQIUCelj/3yd+Jd1ZchhQDTtMCbHipT5uJxnzus1dhgKJvKxBKypOqx2fO236lKpzgjDqAwYU5rKYLo1qMN3Ti1FtiUlKsrBTr+Qg0F8VFpF4JUqWhOtgOrHWLjrhK/gRa4MCf4ajGNVIw0CtgkAMVPWrjZrs462DUV0vn5JbgDTgjW5yZ8X4dYNvRut0ayQiFIn8aDKqQinGmXhOjmJDHUBsO8RXeKVoE8MOnPfKMRnR52a8ITAWDr5xsgEUWRxemyjZ5calCt6WleHzHhjSoglBsJhH0SRULhLDM2kiK5pkSwyFUK3FlsKh9coQGGGe/RBB4wWSG4WmqnPTevdBJfECo6eTPHHR78yQ4SIvY+Z6L6Bdo112mCW+dr1jXgx8bM+rQUWyergnpBp8/G8zm3K15HtISBWr0m6T2cXgeLKyZ2ZhjdWMQz8cmUjuytjsB1bvo0QoANYI/UJnJWYdhyZVJhVNiRUFttyKnifcpiUbnBoO91feBVPd2g2808T3Kb272E6TMDJxpDwDCn6JddqyBoJUV1Purksd8BAMH24yv0uzXWuw6L+626PQBGEyCJCUcPs2CDYfEdbqKZEB1/zgxcE0dPbiF+6hQe+miA7RMml6hn4VZUwZ8+SdhrfTBAYqQVYGPVuUMnn5kzXul6D6LJbMIwpXhUVmLMXNlhDhw/nNBc4XWEaUJ/dkB/uUJzhYVTdGwkuKVg8ryu9zq/HtePXfTUQNBIH32CH/vWvFAlTIaZZy7skCGguobUWi/DYPO0l+gJrt/M340VC6oohJvnNS8+ANFwLQ3k8qTWwU8s3CogK36fRA/5iaUAWobA+wCJRnVsxr0wOQNUDVKrivRarGX1/hRQ9gMA2lA44aiw7JGmdRGLXJ4z6LcBuxKc+nhQ20Mm6kaRb0kc7MrDLvvSfB22K4oeOiI2qHTPos2ueZ7SpSKgPvJIIujetIv1WYf9t/ICm72sx3AT67aiEFx0pIdtPRXR7FH3xa0i/eInGYoPNJcJETeedqt2RZohhdC06S0CeKvoO88+eON4diaFGIuMFsiW+423/FzFsDlJnZ+q8LqTukVRgyEjrnSNOgG8FtSe57/7yJN4+OIc/qFdcpwHNlvNoEVHpY3FPOBQ6LJbRrTPLSlsCcCtOXW2i55Is+0JYlNRbC+cKMCyRoLSu8yy18KUGzfRYRi54ABQ2XKWZMpXMoLUWJi1WtglVbvXXIQXZUaqDxQ5ky0cVcchGVX1V6QkaXoc0rBxzfOkOz02t6sFML8YC/qp26HGklvxbK+P6HjgjvtCA4010RxuMcAtKTI8O7fAsZ1i96OWuh8JMDGhn1ukOc+W1Vk6FWV9rRuJZARuHVAfMtepLzlUh8CZD/WIjUF3xZJWpNTaYSrY/mTE7KkO7vIxURuAvhdq+WjHc71ov1hbECESjTbuDa2jPZ101qctZs8aWogO+pkJm5GxsQXpyLMxCzlbzbdIlUxOgEBBTHvc4fwDX4Wt+09DhoBu9wzcSpvIuu3nhpqf8vyqlgkpJtV14jmTxc1zIW8991mK8fIZDpWBqLaNURoVLaSZ0xvNCzLqLTchMh2Oze6sM5LQbVuluyQ4pcCGmueYUXoLG8A8E2WtNNns/OCkDONIm8yUY+ZofmrRz4H6UEoDPYG5T32UCo2Ba4Q1xzAVVMsTVOtuHLAMraG+mVQYZgb9fBzUhBZIxyB6xQm60zxDq2UDt6wQNW97vcYJtvVtjzvlOm4k7upmQobR2zVQX7aYPkMrMbvyyEIl9VEqVmrZN7w66CBd4AZrDOLEsdPoxod52KpKFzEZUc9obmz1cUKlE9O+ljJVbB9cYHG8heaKJtseWJ3Vrl9kEkNxF8HgjFIexg3NLHsegn0P/6kn8U7zpeO9pog4qUY+rjChzYd5npAEVcDtTtfsiq5CsXXszzQItYrWTW2BSSGlEc6Y4YlDgNtb6yGuIorWXtUZlpDKwWp6WtdISsUPWhARDYuq1PK9HrabwtcExs4t/af1Y9WpWVFjj3zfMkLCHawRT20hTiv0W4R8tXsJ2XrSLYge8Dt1gR7btSa7+e00hMj1c06FOQlWpVzlmdfHtLGC0M/ZzyyW91ssHgKqQ8HsWeWWdTe+dJMBUgXIEpg9BYQJsPVppWkcBAxzh25HCx8A06cE9SEwuRRQH+pUM0O/h8jixKgAXBqL5RHZATqFhET+MrhukhF0p6g4Lknh4q3yBic8TIzX6U3HQzZUgiQGsamL8rE90g/PGCwfnmH+1GU0TwJxq4WEyahXoaJn2WEFgB58iVDKZiwUsi5CFi/KLhKx4n/dOqmCswDL0ZaSuhwRorpcEmOB6PptNqDKAav+6XZNiHasDYIWa0bfO/EJYUZOYZjYIirn1on0GkXyIALGZ+gvTyYqY2dRS0etgAXVsG0HTJ4jxNZ1CZPnBk5OgDKVzBEmjjom+rw0B7HAvLsd0em7K4JSyQHoua6zxWlsLLrTtGKsVkB3ChjmN35qZU/vyXM6jX7aYucTA9zCI0yccjS5d06eTyXZqo4o+jXM3VV7ap6cQpiIZZoYEQeCagkAhklhmRZxjZz6vMs4WraIH58jTCJcO8CfEqxaA7gEszJonjfUbZjwZ+sDtahNkUru+4sikBmeuogU9DO47wwbY4PajKo2TBKBidxTaZEr5ZlL1dXvExI1fHIzIRkgqYgbf47TsrxGM2oIQElYy+/TyT4vjsmu+IT6oC+IjwItFxZouREaZ7U21zAiyaAFqjamT2rZwCh1DgmSeM6s75uUfSc0wPbjFFVrn+8KTQ9gMy9VFmj4mZL7PsKqk2FxvDzHRNlPDaqjhOnzROLYPhZ+9nB2gn7b4vgBQ0X4JbRRzr3qhtatTvHMADT7bCRMnu3gFgOb2wIs72ODwC0oiFofUU8p73Pk+sdSSJs8eV/pZpO0obDySLOKhXJGGkYdAJTzbLy2MOHwYn22KloNuTlMrrNB35hSHNQnaJgyBMiqQ9jfh6xWsNtTyG5NgcDVqHGUxaGTIWXCDAn15SUbI7WDWQfmEUpJSM4hnJpRbHNnou8hKTUpOzuERGhW1itQW2f0EXDq0KC6EMwXFHmohVPhl6t4nzvqWdhl7STVJsmaNcZHVJcWI43EK9JJi+VUae6Q31gDxFmD7pSBWycs7yMy1S1IBauPFO0Rk+ZOKJN5iWzEuqWHWXQI8xb9fTWufI5Dsw/YvkYyXEurwUKqhGHCJlyz52FCwjCXouszzICs33LDoe+RRGByia4h0+cG1FfWiI2DXTscvqkuqK7qGJhe7GGPqf+TjFEqDa2OuS6B2IwNBdGkTNS9orI8J2kjGHUqT1TH8QMOzZFBfWTLexQauqP0O5bNh+NQXis0pMeYIcJ0nk2qOemr8cMfhxgB9g+A6RTyjjOFhga1psw6XomPAvq5KRP+LLDNBcCzL4oiFxW5lkUQ/ZTnf33gr8qRxCeIY0OBXweS0ubys0hdlZz78v3qTnHvD7XArailEJ0UzYbopDSTk9FcX7XEiNIwPKszPbMyo6OCM7j8eaY00EMjPEdl3DtEUallH6k0ZxuIlswWnsPcwrfMrbpTdIpKjtQv6VF0qHi+cvi6fIj32V42ZTART+Qkm9jEybi7mwnCznuzHzF/mlBgUyBV2pX0CdPnfeFOGXPiYTBGp7EKt7UqkDQkqstmcZeK/G0KtSj8KkOYPBPU2EY8eOoAT7yhwto1sGtyops9Fe7Jbg8J6GdjAlotMod/zeSt78lBfOGtNg2iNSUxKFCvahTSytoIsbals+oSMMwdp6mC0j31eugUfvxJ+KJV2KL3QA9IZSF+nFKN6vgYDzkfEbbqwqUrdAURRJ14IAHDliVcLE/p9H24KuL4XwomamEWdXo3BMRTE6rqTgSTyxHtJU9huRO/JlSZp0rY7bBVYZjbcjgAhOv6CQ8e20lRvq+OqDQOI/DzWq0IBd023/9qieIc0J165aV6rWif53pwq4T5xYDq2BMGGVgsmoECfRKpDeBW5FjHPHFUMUnbnRC7lNycCcXiLTmD2KpeRkonJkPULvATwTBl04Cq5ldPT6rLXPPZOqrf5kFeHyW4LHbXVHy93mPyzIqw8doizOpRkFRRH8nyuSGkbkRVhEqRGJpM58bBiHrh9WTueUYbIUMr83NjjCohU9lbjIHYiBQMTGCynm3lsouKO1YxU+EaiY0BVjI6INR0JMmw+/wMZPpTRiokbU4CgOl8KSSOH5lhfdpg97+t4BZ0i5jr74i1cC1po86uvSJFqCcxbFl025XCLPn6zb7H5FLEsOVUlI6fp0QqjDuFOIZa4BsDh4ihdvwMwfdfxvrvhsJ4YOfxVJ45uwqcsIaE1Ec0e+NnlXnFTm0vAa4D3xj9rCkaml1n/FQbBdX43zABAE4LMyWCRSjw2x74BA59i5+Ib4ENBqe3l7icBD5VqC472JVow1SnVw7AgSJK1vpsnJrBPHOFn18Y35R4dmec2CnKoECUc8KX14Git4xPSD5dlQCadYJbhKIrAkUkBDGku2X4OjDSJ0Q4QapG5MIomItCy6mOPdyVBQAgbE3Y/FjlB4V7cEbd5ddJTiC97qk+8hw0vKfYWoU6s6mcaodQW6zuqwtc2E8Mtj8Z0VzxsD2LAwBFeJDQd6MT+ApICvkPRHOElnaz1ULpClEb9McBfqZFo7pWBFUqj4oosB34PisN6kZCIjC5wjdRErD1iWOY5/eB6USRcoLtTw0qEsfEvT4KsAtfYPqkLoSxYRjCeF4ZAUTpUznpNpzOJyEdLIlA+gC3NvCWr2l9GguxuZSGNoXo2JTzE8Ewo86OA4rugll72nZefBZU6kwIsxqhEhWD1oasw5gDacPZLVVAUhtOphsgx2uk7SnijJayYeLYlDejho6pDerLvlA3EgSIXEdlvCfUopI+ILVstCbJyJ6AlEzhrcfaAk6LmK0abtHz3GrdiAzqI0ifDMXONrYWousWipbMzXNRpxUYg6M3T4GI8p5sP65n/HEsjdHU0IXB9lxfmeIwzC38jMMRe7RGvW+RjMPqLDC5JMiWssPFKewgGLYEwwywa57RoaEGw3pXygT4ZpAJEjnYcAtBfaBn12GnDZsAB2D6vMUwFdTHEUnYrCQFhk2i5BR9q4UxG/YZmcACnMUy7yvZhFr3OQrzkfaXf2aYCPVprAHg4KeGgwLhgR2tIDUGw5zce1ozeyJY9g9ghhnRI35gCigGrqm5PgFkHShAaQ7aXM3CtdktJtYEdNUHpAl6A8CiCKZKhKISgDQzBclphqDDggij+XPUZj2fE12vCePe1/B5tmuiXUKje5EAHiocHeisxfcZRRPKDKk492Q6NakzEdLrZ1RRSL0/VdPqUxubfjK6iUU7vm6uB5JVYfGQEJKoiCQKVSg6Dt2iAzL9T4JSArXR5VZ5eGPgVgn1nij1J8Augw4ub3ztbuLeiLu6meBWETsfX5MPlv3elX+dOUI5icsCc9UhRffQKPfUGfgZu3YUgAIyNDXzswH9f8u/d6f4sPmWD3W/G1Ddt8bjT94Pe6mCeD1kPNBeTqiWCdWSvOXQUkU6DVB4vsHsSe3siyCd2uILPvX0VfcqW/OCkoi1JZTdqfiTqrry38hF9RNC00JDe8Q8mfA63agWoaAKSjc+RsTtlpO3biDU2GgSNQQ2FfTQBvh+2OMB9sTEzKwGTiHWA6HDziDMGsTWjgnwwVAK4CJCZTkVy7aOMiQIVBTysAOsoD89QbIVKrWhrK+sUB318HNOgNwxi7B+t9ZmCT/Let9jda6Fnxos7xMMWxTcmj2XyrTGrRNmn14Bqp1glx7ruoFvLY4eqSiW2UfYwWD7lyN2PnTAhknt0D5vcKPhVlqgB1qksYttyrTGrQg/nV1MyrMfxXPGApYTlaz+a9dMDos6eKaH+Ej+NFCKllhb9Nt8/IMm5dEROh4roD8VIUHQPs/Ouu1SmbAOU6NUBT5vfmLhJxMMc36+808ukJYrYLXG8MjbiPhQmGK/RT6fjSgw9MyTDzUP6lhp0SeE82XkxzClRWqritm2U8vXNZOUWLuCjEGlFhQZapvoZtE8C3RnW4SJUe/sUJAd2dqKHXyBCYLoLDC1uh+Q/sCkisntMHNFUdrNHYaJQWiZhDSHFb8vActzBqf/W4dqbwUZAmJTobnCBmJs6U8eVZl/2K4Ra4P6Sgc/sRimBkdvEj3IBW4BTJ81qJaJeiCK5Oi3TLEsy8rOEODwzQZuxanb9hMJzT4LtXphMTwtePwG1261SJh/ao1hp6IPta5Zu2RDJw6meJ/7qUGzH1DvU7QwNAbDlsUwo31YTgiz3WxGq9CNgV/zLbB8AJh/Sgv0Cljfn/DGL+Ae+eErD6BtBmxPiI6ZTnocXWmAKGgvo8C8bc+13u8AyVqc+nhAVF0Y//YHUX/kYrlHcRXy1N70oSjgi07OTc8iMk4E0ZiynpIiAwAAmU6hCbDps8hsAmoWL5Ly5FibqkZKgxgA0USqp1OshmOCXUvhzIdTU5hFp8+1QZhMSuLZ71CRnMktXXDckVq5OoNhSgtf4yP6nQrREknhrMBdWmD5yBavXfVs6Cg0sNkGFv1ZsVzCgNhU6B6YIbTk4/bbOpnzbD7Onh74vLeCdi/AeEuRxWOvZxiwPmUhqQYS1/QwM3AdsPvRgNknjxDmGd0m+MgNrNsMOZ5cJqXBXDoAQiSE3wDVwqPbrWDXEVsHCXYZUO2vdEGaqxo9GcXBBmRCsifcJ1KCOVzDLE35PiisPMwa2CWV7bOiepgQrROyXojubcbrc62UplgBR280mD8J4IxaKg4JwAzNxWd5nTEVmmCGikcLpZjpt1hBu/AQH+B3Wph1YAN0VkPUutasiS7JIpmShfsqwWAFblHBLXv4U1Py3rMuhAhRGkZUl0ZdplrD99nxeTLLUacDYJPbriLscgB8RJxWFO9TlKI7Hoh8DAGpcWxyzSsOOVTjan0fGyASEppLHSDAlc+dFZvu9WkzwtBrivkCeg5Z6iRkK93VaYt+R0X9BDh+cIb50y1tbIUNzr23We4pDTB/nEiVxRsS3DEbgRItzvxyB9MFNPt1GaD46Y3nC1mAWhQRBWMQpxXFWFNCcNkulMr+7V6g/Wi28jQGfl7Dzx3Ff08IF2YqQS4Uea4Dy4kgVBbNQbyKYpIRL9maN1YGh2/SRrFPKmBJSkKsiBxYn6owuUQKrEsJePh+FOHjT+g9WgtszWE6CmVHR6tNNjakiFlG1WyhiCYKqm2YcZ+vFij8/0wRqpbgZL1SROGVFfdZ1aWRyDWWVOATAOKQ0PZRxZj5u7KmRq4LRmoWynAwa1dlEUQW9YLoFCWg72NUMejQGsS6KfftFh7P/qYKoQa2nuD3UqNNkNSJJFlgaPi7/URgh9yMZm5pAvdRtzZa2wi6HUWYDnx/sm1yf4o5lp8A2f3MrRN2P0r6WvvpfSBEhDPzMlx53caNAzVfm7hTruMG4q5uJlzluboeysGUKoOoB3/mcxkdKbkjVdrVRkJorHb6sjerFjIAO5IhFzz8r81oRuFkrDsNmMFguNzCdAbVIRP46oib2uRyoOr12pdDfvosE47FgxUf6Owq0Bi8579+21W3+E7zpTB1zQlIuW9urmUzUhGu3GUHRhiUGVIRWfMKX+O0QoqdI6BJawSSOgPQsiqMxRgwIhf0vRQovWIAUNly0JGvOE5nogrgSUhwKkRjVkO5J9riZM7e1QdtMkKe75o883zgmXXAsDN6cofWoNrrymu6hUJ9M1RUk4XmIKFaZFEebqD1EaeskhLP6Y6K6ZNnIo4fmWFyKZTm1Nlf6lDtrUk50SlfVna/kSCNIqrOQ0Zp5DeaE0fxXCfVMa6ahJKKAyQxZcrJz5rQ0iR2FPvSS5MwcqSTs0RpTE0psk6KHJoBqPcN3DHQHKhOgkexGayWhPlGJ+i3bJl4/dQ//3Pl/t5V/yHYR94AuyYPmVoOCh/MjTptcGXxNuPZVef18jpsz/WKBFSRQmH1IS22mBxQHKlQayKvTVRZ+uS9S++R1J1lyGtT0SuoDEJrrxLPG6aGwoqrCFFqQ1E7t1xbqVIu45YgKCfXLfU50aJyea7C9Fm6PiCqK4yK3KWJhVn0gBVI4zi9HWKZmtQHpA9E18JPBb6hb3RGoPjWINakUdmOibBbsWmTFcvr/BkGRYj0EX5Kd4FqdROnlgpY2TUpZZmWVLROfAIQYUBYenXYIVmDsGOLKGR0UppGWT+EiCVNltzY0KWN2zjhWT4oCPOAw67Fjz39VhweTBC9wbqr0B/WkLXF1icMqmNFIGQBUMcEc5gD0+cC1bi9wY//yDdcdXuFXuajUleUbwsUbYJc7BPRlTQpleLiEN0oLEnNHfqSF/cHfZ+yqGLhyqaxGZFigiRNSDPVIgEZvSIn8jpS0AJMbzBsWyaLQ0B7iTz2zEXPtn3JGz0Ha64lz70oqo4B4GC22zKRoxYC9GzgPfspOf92f6UOPE6nybyHyaWAZp+fdXXMZ9bPLLodUya/omilUBvUBwOW5xqiktbZJaVGtYjktV/p2HgTXWM3XpOhPvCoD3o2X5xD2pmzqNACon2uY5NmOIGw0383q0EdcHi20eteqSXZ8thCz0z9DO2J4qTRc041AZwQYVLg2wJMn49s/LjRica5BLPg8KKgsia8+Z/893++3Nu7qi8DksAuBrjWos+OI4l7d6izuKmusQjlbZuxOS1AmLCRJmuP6nCA6TyGHULSDbSw7dkQjY2lRofRPSsloLal+KXILa8v1gbDNps1zXMLxMqxgVhTIFGsFPTSVWeqrk8OTpyeeRxOxMqhtgbrM5VOxbkPNlcEpvOEymsTvhTOej3J8Xt9zdzJdbmo5jOX96JY8Wy0Q6II3pQNhCyAZ5RO5ifg6yqNYuvJAfWzx/C7U1SHA7KN8s0IMEpIMN2AZAzCVg0/dXBLX5wwYsUGrjkIsLofF4FxXYcZ5VJoHClxpA6Uszm7DCWDgtIA+L6FikhCosmIYjQD17wpaMpEbRy1SYQR9DsVG90hsZGmz8N7f/Zbyv2VPbfvx/VpFZUqUqb6QZvPJz/HrEOR9aVsz2I4a91kNB8AyJE6k9ks3ClAw0Gc8QGSRKlMCTYExKRWj7oHQvdjFu2kYiTDc5kI5Lyna/P/hF5SrGRscAwUQLY9xcOjFcjMkOIqjoV9AqDvc0FhJYq8F/tMAWI7rlG34JlezpnEMyS0PEvdSoc1FoBnA4ZNEK736TMDqmPPeqqtYFY9sH8IGANTOZibyHU3cW/E3d1MiAluqX7NldXJIhONVAsQQOGcysL06jCgncjciMiq0Dm5BfQZ9igbaSnIkhZA+m+ZA+cWgrSyqA7Z4ZME1AdEJBBKq1z+/RVMXxddgiz0lPl+WUwxx1WaCVVVJiJFVM8IihIsUPhdkjhFJg/cFxEdJvGqaK3wS2SYVUrFk5n3morlVd78s11YNK5QKyiCFMcOOEB1Z6BMc/zUISpnrn1+rfBHD3jSOkQEaBuEU1PAsHNvgik81Rymj1jdV6E6NBhO1+h2OMmyQyqickyKaeGVubtZPLM+Smgv94jOYPFgpdBPYPqsR3txgf4+enA3l9aQ1QB/bk4/4Z6Ts9BYVFd0UhUS7LpjEZsdKW4kIlEzWR04F7X5s7DHFKsLU1VLj6MaONekTr3MiZFCtmKzXPvsHJ18zRFiPcxpp0rBOP6KUKvw5JoFa30cUR+Q32+yWrNCj2vkidm1cW8pBGBNu8bkALMe1yd1F/T7DJMUiUzmbE+O/TAbVdTr41iaQQVKLrn45LWJj4XWkRN50YI9wy6ZlLDgMt4ii+WJClKGhlMUrxOF5pD2fVmI0fpUJjS5YBq2TJkm+iYnq0RLJCcYWoNuR7D70YENv5rPTlZlD42F6QyvPWjx2g1s0lmr1Apg/tSAMDHotm3RUzADoaTV0VjwQgC7DDCtAEkwfc6rABybD5muQyQMRTZvJvIUJ4tcpkp0Yu6JNlKkkVNXED+rC0yak1Jm+BmJQDE4lClTEZoTKKyUfw+1IEwSpDPYuzJDOqrgjizQJIQrNWbPC9ySorb1Ed8TE9Q5x1BYNJlcMHNPOBkn91x6gUfdIwPMMK73YskbRyHW3HCEwtRTA8hAHi3CiCACUBqFuYkKsKksGSquRWdKmQY0UptKgZonwkavJ462ehJ07wypTI5TTqABanukBFf6wwmrc21RL08mQWKN6nDA6r4aGUIfp0aLOyJ1/NIyiYiqrH+8Rusjss0yAJg1i4vhVAt/xqE5iKPPeyQqsDrme2yHhLTWtVqZwtWmJR2vPdYsnop48HWGxBHan6wFpo02uQNk4H2Z1cD3cAhIk4q5w/FaqSD6R11gkFLRpeALSDnzeOP8Wsp/sgBd74Famwi6n5CeRJtM01GHJdYWsbFoL3NKuzpX6f1zz8+T7pORYoJZ90BqynSLe+VIJaOANIpjlEn8PcOpBqgNm5mrAbJYs+HUVuThH41uNakydJPSwQZgaGd3Ap1R9l7NFbLjU5gYhFldJsL5/YrOKJhOSmODYsKCVFvVCCFdys8qtRgGkqkwzE3hi+cm2+qhqVIbuH+XAjhoo9LR5lhCgutBx4XaEDKeRhE7P1EhxlWEn1mekZ3SFaI2Gjo2FSTRdnP29BrdmRrD2RmSCIYtW/Zsd3zj/LJkBcPpaVn39oRQn3jV0Fh0QIhIk/rE/gHmaGYUYxYPiNO9Fjnf08I06zlI1kmC5spsGMgaRc8oC5DbPqG97IkeWQ2kx0bA6jOQ7BYACmSn2kJesG7znitGTuQ5/Dxiw+GW8UTaZZ0oCfoIqjBz0iPeDOWWUB+nMX+MRPGJT6PmiZ49Jwd94iOQBwyqXyMuI3vzmuTz2uzxc+xOWUiSq85gCWwA5iZ4MuoeIoqMOA5Y3l9xX0+5KcULH7YcYhsRaxV41GaC8SjuFiZQD6KgVRUxSb0iFJRcdNRH8Ko3k9F/2U45a3fVh9S/casAe9ydEHq3SOfOKKrqZsQ+NnGvxN3dTABKFxEApyeBSZk75oFWXAVOcFKL/aNOIPkPJ6b5AepSgLJ5pIEbV24WDHOqT7sVH9LcKRRqv6E5TIUfahbcdGQ9wC7WSE2N1DrYVRghrgDe+wJUQgkxwGyCbFmDqAd6nmTnSLmoljJpkJAoIOQtso87ldH1elO6ZlKWea8nPYT52hHizSgSppDcLMiU9DrIKQ1AWzPpbKWgOiQkQP2mERMQPFDXWmjICV6yfr/aX/XbtEk8eEsDM9DJAwDiQHhZMgbiPRPpZa8JPGCcRbNPBw97sII/PUO7ZzSZiKgPhyL0JQlMXAwpDnZFLQM/daj2O5jnDwBrkKaTIuCZE/gbiWSA5QOV8tay7ZugUvE0aa2+z6MtVqEwGB0vJJ4kdNXIzwCKsBBf50RiawWxrXD8cKMOCFJ46YAm2yuFhQvQbRnUBwH1c0fIgmxExMy1SOHPnUQkjDcYi6idBKi1HYqrQz7UQku4abWMZX1ERSWQG53Q7DGJ7bctp9g54fUs9HLyCl17RT8EmkTnxCEaZLV5t4rUSXGCFNigs11CsvyTdRuMQpEzZ94342QpmVG3QSIwbCmv32mTxvK/fgrYNUU1wwMzuIWHO+ggZZptKeiXG3RWAFXyB4jCCROnTjJ0H0FIpYfEr/H/KewYOdEcotp9GsyeZBOsO9sUG1By2q/dDHrZtWsF3dmmTNNNH0fqjTFIk1z4sgHlt5qy1tKJpWu89rx0upc53llwFdono9gm0G/TQlUC4JYG9rkWGZZpDkUnrbp2d4Sw+k8visBgbCulxYxJ6Y//u7/w0vdpWDSKj7ApwadKbQkVvZKfSQC2l9IQtOvAZ9mTPmC6UJp/ubFphjiePycatqUIA3TyLSi+6jny5CujZXRfSG2NzM1NlUHIfPMuwK5WENjy+7MzhFl0SJMK/ZlJgQy7NZPupFNjPzEY5lJcCUxg4VuexRiRYJiEq3if8ZGFdhc4URWBO+jQZDeVCDY0G32upgYSSDdwqwg/sbBdxPTxfcjeEdLZUwUlQPHMsQi97nUrgJ9Rv8FENhSkGwBrC6IJBmzKKNqAopba7KvkxejTfA35M0xZDV4QbaZd5VE4gJAQp3UZaGSkWZ4Wx9oU3Sf3/BHgFEG51cItSRPKDbif/Jd//qpLSSFAnOHvb3Khzt8bFKodGkEYWGSYKDCDH6lh0CJIRUalolWoWQ6k+tS2TPf5fPD7Q2uBCtyTez2/gLJ/FdeQPqA6JJ2lfA4+FL0R37LRZ/uIoLoTuein/Z5OgduRP14fRaKwDJApm7ZL8DOH4weZL8SoEHkBYgMkbVLnM/Dk9D2pjkAS7u1mUKTDftBmrqEOVkekCAC0+xwahUYwed6jOuqx944ZJAD1Xo/VA9ynCuKkfkHedl1rVxsHmuva5TCuvZBUF6mGOV5Blh1QuXIGntxbSnGr6wKa60oY81er/086Q7xK48r4QJcDpcjKkMp56OcV6hWFOyVG0l1EmHctfWkGvucDf+naNym63w6kECI3PyKKa0NBYwkAD1h97eiIokSimHG1iEQjqIBjrCmkK0hFuLzs7yGO4qPIzVRFYsacQ4yNbyIAc/4BGE8kmFun8j5J1lfRZpifOrWHzp8FRi0cwWh/PDE4ftggSQSmHsuHhXRjAO5YgFp1DiJKsyvUo6YVdT+YH/gp94puRwrKszjg6LmZhGdvoXc7g/UDM7gVm7dhVsHv1NS/MKM98usy8iaxiZuKu7qZICHCXVogbjWIDX1QzeEaaVoTomqA2DptJvBnsjLsWE2Pompm4MGSp2SlY5jGNeZW2t3ugdOfDDBdhB14+AZNoqMdD6hkBT/yvq/HO82XIr3j7RCjXNfVUHzpr0oUrxXWULU5cGPiYcTpWvGC1iQ86W0ZnfCFRiHmA7vZZgV1OwBCq9aRqpycU6UsIBWdJgMxIk+mMjcSUXd1L3yfJxRLMl2gZzZwVcMjWxgm5VKKJr4szBuErbYkWDnyxDlMK6zuqylCE3jgdbuaZGvhmTd9WQ3Udug8Gx8pIc5quAP6gMcJeYbN5YTQusIFBYDpM13pjIfWoVp4Hmx6LXZ/AeT3pOshiyUweGBn64bXrl1HbD++hp+OsGBJ2YYpIqv+xtoCQVE1PqpID5AhBxRUNEgQSJ2K4E7KE8eYilBWbCv025UeZCzgi8K2JlAn0QoSgPrCz0He+tmIsxaQLBIILb4jjH/pzTdpM6FaxjIdOik+JTohggXsQMXo0mxQFEJuRFBslY0mGTT59iN3ndUpkGBHATstyqBioFmxvqytKMWmzi0CnWIHoTBX5mjq+5IT1aynYruc5OTPQf9ETczK8w9sP6HvmxGlJRhaZinsNVUGyY8FTWocxDN5N2pFlx1KiqaIJujVItAfXCciMIJh28F1sXCwZxd7mJ6fxeSiFkghQNYDwu78hteuGSLa59fw8wqA2lZOHZsLSv+Ijntuddjz/sxIE8nvJ5sChAdTOZ1w4fJ+6tfqY0A8hU6rI2D6jE74ulSUvIeZFDpabk7M/uV/hrzj7cCk4gR20cNNqZp/PdzPOB3dc2jBlzBsW3X/UCjxwHs2XWBjtLEsqnRPd4cdYutI14gqeip8nksTHFxnkpFnqqgPD0i2u9M1bfqArJuTjMDPairgp1SKercc4KcquqiJuaQEdAObvjHCb08gQ4RddPBzTpxsl0bXm4RiUZjPMoq7qRCrB4ffJSkHz4S818wa7qEZbZcb10qJoiVoQn0Yi+ZGXsdskHBfTrVDOrdb3ifpAtpPXAL6AfH+Uze+bp88QGprbSwZuEQEm720OlGcRaRZcwIxqIKA8USDMoGflVd6gwqnZYFMya4GKUEGQZhSRT/WDaq9Tj8XneRnyHYedPznX+Ac4/PeXgQS7f4Kbsau78vtuUgRXgUYea1j4RiV2x0qNqpgEmlx2pixC7oEQa0a0Q1jE8WTtlQmuEMEYIp1dqwFSBVMb2Dd2CiRoJ1WzR2MigX6iYXrA8Rz3yXCUPcNPVuSFaQ2i2TTWi8ZqNaKYPaMPpNTU7jwtA2M6E459HosmzAi4XJ+J6qjkour2AgkmfK+5aZJtVJbTh102CHB7Os0X/f6ahHRzxXZ0gd0Z1u6gFxcw6wHbD3ukXWn4CP1fG4wJCRUe+uxmZbFTvPviszDUssmDfoBmDbMwUqTS/OB0uxC0T3I91OoG57IWolsgkAAdzTALroi6JxpwixClTr6Cx+C/TWfw73AB8B72CtQFIuMOgkvsXYxaYsmGER/p+5BdiD6z4SkriwJoijbjAoznhN2GfJnlAqKKDenc9O3OB9ZA0FEgi1oooya4XsLbcJK+SyyuCHR0QESdFChjbHoDPOaFV167BARoinNkCzEGGoZaXyR9qESAbs0CFKhffgYfe8Qn2tR3Db0kcoIiZh0MGABe6R2ma2hmPZESGHoKS4aalrUMx+nDpUZgK1PruGOexz8qi1Mn2PzMOl5I2ulfXUD4qS54bW7iXsj7upmAgYPubwHu2xh2wY4XgLrjhNxI5CtOYu/Kgv2NCOkNERUXjfVGW2DMv+pQLgMAO3aOYXZ5s0gi8y0z68IRQ8JtpNxg7l8PBbc14rjJaq9A4Q3ndNf/OIE4X3xh/BO86WIyyXQOApo9QFm6BGmDslZdLsVbZ76WHhqWeWfU+c8cYio9wc2FtacFtmm4iaf1Ws7ZvIR9JTmBM6MHW7U5HoedZCOdlIp8/NCwjBzMJWq3mdRO0vxQFrTGNTOICbHQ1CnZGHiii1nvd9h2K4RGoP1GYVGO7pPEIrPomTr0wHL+yz5fSKolnqIi/DAqy1gaxWT9JBlz0N8iAACTCQ3XWKEWXTwp2fod2qdoCfY1UBe+DJzjm1pfrzQbSM9dwnibuxRkn5A9dwRqsEjTRvgiaeAumJzwhhIUwPWwgJIp7fHbv96oLhlWyFJi2GnLlztWFO40g6xfCYUlsoNHaH6fs/mWft8h8VDraoe81lwa2Dro/tsxHQe/hrXXj/+PJASurecQ3/qpe87XNmDhDcppJvJfH3gMROHK++gJZJ4TWCM8PlJTF4qAGUMKBT6dEd9mUZmqHGyBsYTOlxQSMprztxngE3F4VRLezdNJrLS8zCz8FOL6cU1JCTymBsDG1LhGGcHjGbfq9Uqn6nmioGfWnS7rjhvGJ8KjL46jph8+hhxUkGGiFZFQmNlCqxcgkOVEgBbJtb2iM+i36lRXVohW7+ajs0FCO0FJRlUR0OZ3vDrRE+0FynKZ3o21op9mk4O49PPwB7feCMMQ4C9fAz7VAc0NbB/CDdpudc2FeKUMFs/r1nUWvXvHiJiTzTQ4kHHxqyiEHIzJlnoNBDFFz4J4OdMJrMzw87HVzh684SULaH15PRSQL3XE8kxezH1yBws0Hz6IoZf81lcn82LJ4R5zxVrYT/1PIbPewhh6uAWA5pnFpA4xeKBCqFu0e4NhPOuSKuq9tcn9koUNXszBGCrIbUpRPh5hdC6YtlrVz3hpJVVWpktVAbTB2Ad4LdqSODatStPwdG2Qrdt4ecTTD/pYQ61IDaCJDPuDUpDiQ9swR2smRhb4f/rc5Qn46OGgWoyrJMK4DmYnlBYSUC9TxpLaInkGu6bwR0TVpT39X6nJjVsVkMm/CwyKiNZgVt61FcCwtQBRlBdWgHOEGmo+/JJIcoX6iPE5y8TzXMj4QNk/xg4NYdIg/rZA+DgCKnr+ExMJ0QhAIRc614jfeB+GBOkqeheACBbg+aGM5sHwql7QmkURD1LAaC+vILfbpCFc60KwPpZhfZjzwExXHPPlUtX0F66Av+2h7E69zIJvRjU/+VjWL/zHYRGL7OKPNEJoSGiL1YNTn20K40qu6L9IUUSKZyY3SJi7UgFWfbUIlLEohxFxLYGjKDbrdHPDZq9cV1I5DNv157ryhlIIF2gurxA9+CW7t8Rbm8JiGA4M6WDSUctJrcEXGO1+cRGzuQ52g8mA3S7FnZI2uRKaK8MtF21tGzMhTGFAGl7PMyB5kpGPJDOALBJkYs7MwCTK2EcgChixq5JM6kPuI8fvKWBnwjcOqHZH0iJPBxQ7yW6nFwjr5NL+ze2bgHIwDNu2G35fDzxtK65BJm0QOWAhusi1RZpZ8ocYNUzD5jWsEu6CIVgUR1HCo5bKHSeVIJsAVitompqjQOK2FqYwWlzgsW0XXtUT+8z57b2mmsXXYe0fYr/fw0UbMlz+x5oa81bzQl0lFxFj8uoCaI9IiZXlMYmoBaC53rOSJ8INlSzkGIRrw3aADajTgIHOxE2JvS7NZEXkQiN1I/DjOw4YXzS81f3uMYopZiNNrvjKNoJXT/DiPgqjQRtchifMHs2INSCZl9w+CYDf7SN5lgb7h7FxcZ4usJZrU+iYzNtFABWEW+lMbolkZj9lqUuy0Kfw8NO7dp5/mx/fKELTpDtiks89RzsdHLDa/duiZyD3Alxp1zHjcTd3UzIG3Wt/J7DI4j+v1QVk1sRFmgiahWnXcoI6ipox9H4hKjjR3IcUZJc5MkBoF737JzbJTcJuxzwnp/71qsu7fzbv+6qv78v/tCLLv/8g38S7/3P3/KSt1f4u6JFhJUyHbVLT2RBTyiYWWX7qhNvTwRs8OVnMn/MrDoeBGoJhZQKtzZPrhJMUbcHgGyPNmw5uEPtkNcOflZTeMkIoVEDoeeEUTGJ6rdod9heGcZE0eRikFBgDKlwfJksC/z9PBzFA6I8ej/hZ+BbGaFdPsO1qLxrl1KEmorGQJ5OeoVwaldIeo+wxQ2yWvgCmc8TGGgRJ0PAhY9+9zU/p/MPfNVLfoYvG/uHwGw6/l2bOnLyaylB9o8hW7Pxa6pJQYgxGzbFtkvXc57shVrfZ23EGIUx5/ipf3E1ReF3/F94j9l+65rr9s1fDQD4kR/++le8RQnKJzdQUTjCQW0HrHcSqgNqlVRLfqYUdxzXnMnJaOZ6h1EYrdizAZwQ9j3EWvidnaKhUJxIRIAJp5FMniOkMvBGyuQlQ9cJleV7FBsiRXyrTgnHwzitjpxomYGJrF1zCkaXF0Gzz8QyzmruPQCGbYd6fyAqJiTUywi38EQpVAZm6OEO+HyFSTVqdCg0PTtWANybzELTNyG8PrSuIDnswRKppdbKY7/4Hdf8fM4/+Cdf8TO8Vlz4yF/D+bd9Lf/SjsVNtiIDgGovoD8745Qxf6YC+Jkp15yneyY3FTLFQf/9JAWHUM1xg/uZf/g1V13Tb/89f71Aae1iwHuvsXYfPfsVqH7pcTx26QeueV8nNRPiA6c5/UpsyppEG0fjHepDRS2pBkm2+yTKS/cMtSZNk4rT6hCQDKlTmXph1mxIoNa1XI2aPhJiQdwYz+anXfZsDDWVTn2B5nLPNdm4sn8RicLmb9FPEAEsCu0n20JmjQq7prK4Vy6/GSIO39SQKjOFOjBE9Dvcf/IEMFlT+LShtSxGjjjdCtMKUWlCok3O6nCADAFhyusrWggqdJhqC3PYQ3qPOGvw3p/+i9f8rM4//Kev+fVXjEwjubzH5jAA2d5i818EGAag66lfAZShABvvnMgDOvWMQHF3EFobjuhHFIeWJCgFiDvsXgT1Pv+531j+/1p7LgCcP/eVeN9PfNPL31uKGH7dW3h9ikZwfSrSSpl/PflEUDHANCK7YoTpPVKyOpXkRN2sOsiiI23NOYg1hX4hic3XbPE8zDmpRgJmT6/LmZZOUCYz5ScLCZuVR6odp91aDPJ7xiauXQdteHEfrtXWsZ8btHuki4aKYn8ZXTB/eqBocwLckgiS/bdUxZI0NCiC1NESeVMteL3tHj9zu+I1Zq59RnmGicP6bEVnkGUctY4O2BQDgMd+4S9f+3N84595+c/wJUKuHALniCSTpkHqOkjlgBNNMDppRVJ3uoFnf+0KQtT0EXYVEOe2UPIAFGcLOyTSbzNaIaTRbt3aF+W57/xt36k/yD3hmvnCG/8MzDNXcOHT3/+y92fnc0XfcYLvfBgphLNRtBdQdGCvbk4rbXoAukfyZpLjUMv6MQ/MEWtb0Gah0YGbHemRpGUQtUkxdyBTSAGU8yxWpric2HVUhwxqL0kCjKXAYhFhzUASRSZI5BpmmFHfQ0jbWGeR8AMU7QW3AhvTan1pO+7F1TH1VnLuyv3XlbVrn+kxyQgoZ2AP1+jPcZggKcEse4StFuLDq7/nbuJ1H69ZM0FE3gjgHwJ4ADyufiCl9P0ichrAPwfwZgBPAPj9KaU9/ZlvAPA/gVTaP51Ses/LvcbbvuARXPjA37nmv53/rKsTTRk8JFbkdhqwqaBJAKGxOvEUdvmy6GLmlCFmeBG7/Nmu7oWba44LH/lrL3fp/J6Lf/sVvwcA7PYW5GhNt4rc6E6EndHuiwW6DORMFt6tYQMlTwSKUJRl5z5p9zEnmdlGMNlUOs/ZEUNiQpgQqjmcovWYn1j0pyzs2qG91DHRBRD18DoJd7Z9Kir1ABsahHTbQkOJlYGYVKyq6kN2/1NFiOMwZ6KakwgAZUMG9HMyWhBmISxtHony5OJ0hLiyiRQLDNT0oTRVXnj4vOzn+AzXoMjfve6f4dq99uf/og2776mgk5M4O8IFr6J5paRNLykK2dlKDicmpjmulZj+2L//2le89gtPfN8rfg8AuDe/CWGI5QDOsOvmMCDUFv0p0WkISrPDtwYuqVASUMRLDRzXb1KBrKCnew4jYMeCHG6AhW2ChdQOsuzLJFgUWWL1v9neMuqazQrSpQBIqQhe5XvIvHnw7WZzTgW4qkUEjpncdmdqNFcGuPUAMyT02wbxTI1mf0B9NIrrFVeSiaOIVTfAGqOuJ1GFSg2wO0O2/RQZX5+ULNVziPEqPZXHfv7bX/qzvPi3IXLtPfSl4m2f/0b+7DWaa49+/jdf9Xfb0VYxVzO5ISoBSCf0nLKzxws1bF6qQ/8ff/zFa/fH/+1L6x/keKkmwlUhBrAG0g1wSwM/r2BSQnAV7NpjcsnCdAFuwaK4uAjpOuN0PxVoL/IUDBgbnHn56rQV2uQc3xBd4/o1u+gLhz/OmqKhYddc06l2SNaWAhAgYiJb8JbGmzMqmmkAtUCl/khCNEkbePxvt1vBT1h0hRoqWEtbZKqmC+oleeApEQFlBjZss3uEXfRF1T+2FbL2TqzdePaoToiobkjKAr7ASya1AHDhyb8Fkf/5lT9Pjbd9/htx4QPXLmheVOD1PVE3GepshM9dZAO6cLf1OYu1LRQkFgMZQSWkoGkj/6X44hc+9Fde8fovPPvK54u4ioiHQeHP2rBH4uQyrIS9rgBFtDl+Zn2EW/ZA8OS6l7zAEK5eEXUEH7gfGaOokaAUAG3qOxTRwyJYrAUMQiqij7LqEat5UdZPUN2DiJLjZIeqZIRifipcna18/YTWjDKoDs4iwrcWvrVorniKbcYKfpLh5QnzpwNCI+hdtqUFum0iD+oj2hraPqJ9XsWDdd8KraP2hU/wivZsrxA9lml36Rpn7DU/x09/P0T+1nV9bw6u3Wv/TGnq5lBx1VF75QTlL1KQ1nUJ0Sa6FehkPEPti/PDiQEUAPzwC1xvgGvnEC+MV2oiFAHGpqHgrK4BUhRQtBzE6lQMmp8LnYFCQ8qOO/bl7I5OqBtT5cZozhkYkjWfjKhuhhQURG50uaVH16jweX5ffIKJdFOxa4rO5vcvOoGfKQ2uV8HTRkpeUV43sUlGFEhSvYSkSJHRsYXOUBjvl8AnvheKPnZdgltHtM+syjli1kNBxdlJfZV+FLyiNdc94u6MzdwhFjF4AC874LzRPXcT9068lsgED+DPpZT+i4hsAfigiLwPwB8F8MMppe8Ska8H8PUAvk5EPhfAlwH4PAAPAfiPIvL2lNKNS98CuPD491719/NvvTrRzOiDYt9lR8uX4g8bARupfmui+rcn8pBeTrjr1YirnBxEmNzohs+vgdMwZ8p0NiMMAGhzQJW8+zgiD/LGJkJVaWNGyoHVpNfw95t1QPYyT5YbKkKCn+tk3IlyXTGqkwMs6DWJyYmM7SLcghzM1FgmIyZPxwjnBngwu87DHaxhlxZhWhFqOwjcysD0UvjhQa12ChQvi/EZlAS1TKZPTAytj7AA4qQqXWmACYPpA6Qf7+WxX/rO1+Ljfdm48OTVScP5c185Jgf2xKShiIlq0SXCwzfzAwG+B8pBtR3wo+/5uhe93qsd77R/QF+bkyvbRYQmKyKrw4lxmDx7otMOINt3RSeoF4GNHisFKiwiKmKkKJN1P05khgBp6zGJV6oNAPitGlXvCyoBalmVObxDU41+1lkQTeHg2SrMBPI1+cuhjgoAhoQ4cXDLCNuLIhQCQmtx+IhTm7AAu7ZwywGVaiZEZ+COB0AoXAVtZpk+QhZrpGmjzZM0UmtSgNlbcNpdVzBR13DrVDclFajmtRK/WxEvREC86zd/OwwsfD3urwCKDWmx93JAtuIligpABJp9Ft7rM4Kf/1+++lbdBqSuC18dkRZ4RRjvaNB9lYgZkykkgckcBk8OrSKGoAlqgfCDU7NYC8TbooKf+c9GJ0m5oRArW/QUKN43Wu8BQGxsWT/RVqV4l6SFb0ik+FhTEDJZN6hwmJX+Zo8HLB+ewk8NufV6DjqlnPRbhMk3e6kUoX7KNKI6HEqzODcNzNGajTAARgRpezai3/Kzq01rimS66ypQXu14YcFz/r4/Mf4lRaCP5KADYwMIuteC+9No3TlOLkUdYN7/2Gu777578keQBezs2qM6Nuh2HKzXqXqiUCtFhVG0b5IRRAGGnRr2YAXpByLfkpQiCpUrNrs58vAiGYtu2yC0AnvIxny7H5QrLmy2+AiJYZyaK28/tAZGIeD8/BMLRsFIzauY34ie+RSG1ol5T8eqFxZEzZ4vgr+E4kcVnTVwy4B+241UVj077Sph+ix/rjrkpEi6gc91SqqtZLWYUzTOCVvhauFv2577wqbu+Tf8qTH/AREFJR8AuH61KE46jc/WvKlnAz1rDtzSe2qbUsiHiVXNDRbNRKRlm2+1sGzoApOFtLMeBNEB2uRrTBFCzmghGRLcEEujKhmKyqaaTSdaVzN/qI6YDwe1Dw2tQfIZYUNqqenpTJMqo45TWdMIVzUwiqB4AKye1ZJU8FYRcMNsbO7UB6nk1+uz/DnTAxnBl8/O6mCAWfeQ9YC41fLcWlOgU5YdxDLHT5Z6Un53CrNmkyRbQP7I+14ZZXpPxPXPEF/buFOu4wbiNWsmpJQuArio/38kIh8G8AYAvwfA79Rv+0EA7wfwdfr1f5ZS6gA8LiIfA/AbAfz0q3JBIRA2OW9frL6fgCxUUxAJ+kDbHrRdOaFi+tP/5Brq9a9ViIHU1Thd1wJ5hOGrerROUE9aliWFM0kXRlV7czV1AUnFvpxBai1SsmUalioD6BRAdAMltFPK9CO/L1n0DioMV1TDHW3onFJC/G7LKUnHz6NseoGUiyySl0Qg6z4DJiDJYP6Uajroxt5tW+WPjUiKYqum/HlO8mqYVV/UzPMf6T3cMCoMf8nv+qvlbX/PB7/tVny61x95WpffZw0TEpSqy0NIreoyiqYkYkCxIXutQ6wmo/l9DieEGjUxa/cCjDdKeTjhXV3R3SFMLcwBK8th7lSQSzvy6jkep/XYKKosH2MVQuN7oFSWkEpSmKk7VPPne9rtEvKZoboZZukn2ghb0+oqWQM/c3DwhSMeawfbdUwuGwo4xcpgmBm0e+RaGuWhSySlwSfH+3WCYaeG6SKqo75QM1Jb8R5C4H617CFtMzbrquzy0OM9//Xb8Lu/5Luuev+vNbW/XUE4e1WSWeMTaaqegrcSATRAyMtbi1fagqZyqP7C37xFjQQxFMm1ql+gyWC0ArEGZt2hWCzqPoWg054KbGRWjiJ+ioxiA5c0Fjsogsxwz42thShcPKnmBaHeRBbwTdPXUQqJSUNxzykJcuS+nwCgMqS7KFc9Tir4mVP0DGHfdqU2busMdSd1Ill1a1hGSDM6lSTL52F9mm9Js4dCr3MqPJYtf7P9KS3iYhGtzaKfeR2/5wPfgXf9lquh4C83FbvlkV1zhkA9mxMCi9ntKJ+xpdDMBUOG9xvBj/0fr+3gAQCSH7imAJi1h6ktJDrSHAKfI7cIqGamFDhBxRMzXDpNKuoK5UZJblhXLOxOJrixob6LnzoMSluqlqojdXHBocNuy/epsUAwKvyagBQxPLhTrqO4lgAlt8kFXhTA6qDA9AFpWhUnj0xFoxsI13d1PJRnKBkUTvhqVyk0hlakSKOYtng2y9wqcK8Hm3BFcBpsGsU6ozFI8fsd/8NYxP/HHxtpKrc9TqKgAEX9qBBjFmNNCSjIFRQngOwu9oqi4K9miGHDrqJeB6llLOJpdwvqfjgwj/D6uQWlwYnABKMuPVbtnsdi2/ZjMyrWpHhBuL6JbolF+FOMwKy5d6ernOK02QL+N8qYh4q+0DAxRduDL4DSCLFrfib9jqJrHRDAhi8pONQ1yFHve8TaoNu16Axfxwy07LYDnafodMQhnRyvmSOKEFmUG7VAadpKCHjsF78D7/ziqxv+t6N5u4nXX9wSzQQReTOAXwfgZwCc00YDUkoXReR+/bY3APjPJ37sSf3aqxPWFn4oNwY9oLxaaRnCjvKELFuHuVUsPN1QCf7Tv/nzL/0ar1VYCxg7qkiDmxQ8p1wSWYRI1yO1WXRwGDmfziCehPwrlzy1DrJW3+togGiumkCIj0WUEXk6nBSxoEKTBca79gr51GlacwKGrzzg2Dj4GSd4du2ANSDrY8AamCMgTZsRJdFYcs19IFS3Ix/cTzIfLJVudX2sUEmhInoyBqlW5EPml2dkAnDVRnsyfvhHb89k4bpCUQel0aIJVm6E5UaPBMIYcwMhT1Pf91Pf/NK/+1WMd7d/mJebJ54nGlfZLikZQX2ktqia6PgJu/q2zzBAlJ8jF1B1EwZNMpyKeBpD8Ujwfcg2mbEymhyRp+236jEZzrDEStRXnJuCU3eL9RkW+0EV+BsReE0Uhpktwn3GJ4gP5Z6yN3poDKrjgNlTqzLdji0FUyk4RvTAMK9UVVmtTNX2MzmHsN3AHnZqTQcmCsM15a2uS7vitsWYHxXnGNMLjLNsAnpAgiBbVWXHj3Z//MGf/KFb07x9V/2HmNRKxQK+dUofUOGtkBFanPYR2YWyB2a6AXwEnEGYtyjWY52HXXDynqAaOIFCd+Suo9DCJKjEX076gbEAANQKMk+HK07GBtqHZsHd2BhIsoiTCsNWXShirov0uc9cfwMKCjqH7uwE/ZZFdRzg+gTbMWH2raCfcMKXHThmzwxwC09UzsEaGAJS6xC2Jjx7vFfhQn3ojODC49+L87/q6rX6cjSG2xr2BWdE/oxVNZ+UB9rDpeRgvOU0/QX92vdfeGXa2KsSuSADSvMqFz9FZ6mL5MkL6CpTMc8xQdAcDKPbgAFgDKJCpEfXHO5PsSHdMTTUVaoWEdUyjZzthi5JoTYwWezWCZtmmRbSWGR3F7MexoYFMrSedLLQ0po0OkGsayLbVhHVfsdma1OhP9OomF1CrCq4ZUClArb9bot+28JPSKnr54aaV726ksSE+iiUprFZ9hzA9F7XbkCa1LhW/Nh/uEWf7Y1GboIqEi+JXOX2kqkOKY2DGDukYsMIAD/63tcewQgA76q+TPdco4jWE8+dIoAKmm0AYjXqGoyTfm1KiYxDQNXvKrQ5UcqtrjGvIqHJChEmJ5C3Ru0cc50AD1hExGRgkJQKAdXbSMW+tN8S+CmbCW7Fgr+9Qs0ydzwgTBwaRRQkJ2rXygaDeJRaRBLg5/YqO0a3EjT7fE+q46h1CfUhpPcUrqwsZKWWodlC/Brxvp+8NbngJu6teM2bCSIyB/CvAPzZlNJh4fle41uv8bUXtUdF5CsAfAUAPPLII9d/IQdHwHxS+NIAhRPNEGE7HmTJ5USRoikmoFiIxdrgJ/71rWkknD/3ldxcAZhJS6GdSauHPZMZGQLCVo1sT2YwILm2oBOYxEfEifI+BcUK0a7ZdY+Ng6ldKWRkSLAKkU0VPcLhDMzxumzy0QkFh7qgSYY/UeDVCFs1lXQ9kwq78oTlaiJcHfScaB2uIYMH5io2GIkU4HvtShESWofYWCYVLTdf2yt8sYuojgljjBWT9iSgkrtO6ZMKoVE3goX1SwkjvdZxM2v33ZM/QrXmYgeIch92OSiSg4r5RIAMmgihTObD7NbZ+ZjdU4hHx2wmdMrzjo7+1E4QWqeCgwJ3NCA2luiVtSnTJEB90RuL6tIKZtnxcNSJPPpYBKbkkHadcUfXkfA1TBd4/5podKeqIrQYLXmWKVt9KTUg+3hnca/iRV5T5Km9PMCuhtKMy5orfJasJuZqaybAsFWr3ohjoeeyWOM4UTP7RA2FeVOS/jyFgxWkAIqeheElBUBvRdzM2n309B9Heusbyx6aVcHrLsAtDNySRQlSQrpM7qoZFPHURfQ77pY1Es6/8c/AbM+RFisiweqahVNlimZMsgZ+pwXUuQGVLc0F8XQTidMacWJgFn353bn5B6VEyHqgyB9AK7SmYvO0tjAq8CZDVAE1g2GrQpUSiy7LbLkILSqMfnV2iurYl0msqKVarK1aEHNduYN+hOhnnY5ZXVwd6kNtQoaEYUYIu5+w0V4tge1PE8Juu8BnJGs9TIimMUqrAEDtA2chqw4XPvbXAQAXfuVqFM1rHTebL6R+ANoKsuyuQoLlQrvwkBWNUV0JsLWjTgYAP3O3hFIG6NqdtEj9ADOdIq0GmLZCvdez+ewE0fI5mz69okDcTg0c6zClD3BHXaFMZXcJt/RFMFmGoOs4wB2u4K7QtnM4PYE7YmPbLgcWY8sOSAm22UF3pkG2vTQ+wR2Nwwm7DqieP0aYtxxqWIEMXEN+uyn0HeikvDr0ijgjCmf58LRA9JNl8zdaQThn4NY8K2JpBLIo3XrKwx0NvO/Ol0KbH7rmCyFp/sN85OU0Z17LuKl8of3DMFtbyO4nGcGU9PNPziC0lqjTSLHFSnVOkKiLVVAityDEcXglTUP0TxE31qZBIAKKwrQcAFB0MCEL+ObGv+0CZBFUXJGfqV0NBZ1lOo/mySVgDfzpWXmGs0hq/n6z7NHfNy/DBturwKZPOkjIekooTh8ZDWN6oDnieWd67uWmY95hBnX2EToxGRWQDDXXaL9lCs3Tt2BTZM1Gz/YTEe1lz4aXCpUXG8tJBUwq5vEGRFSs4y3fa+/6uEqA7DbHnXIdNxCvaTNBRCqwkfCPU0r/Wr/8rIg8qKiEBwE8p19/EsAbT/z4wwCefuHvTCn9AIAfAIAv+qIvun4s1qRlkZW9o1U/wKxYfCVrkWqFSEVB+xz5n1nI7JZOUJwj1NZV5O42DeA9iyfo5KFmkY0IxC1BfQVM5DwtIsOc9lN+6hAbA9PFE00GRvWJZxHvP4XYVDDdMHaFs/LstNKJRIIMPdzxgH6XatXoANhxIytwQGsQphXsokecmREB0gXYZU8IFsAO8cnpjxHVfwiQqNOMZJAsGwmAToIjE2mnCa3pAmSI8Ds1D0iNnNDeqon89cTNrF1z7ixgLFKG1gKFqiKREyO7NjBFnyIjMUIppG/pexAjnVSsAZoa0nuYNTUeWGRHFu2KejHqlW1VPXzYaWE8YYd27TUJGK5aK/Gpi5CqguyeAir1XlfngiLylq3dDJPG9hIwbFWEHQ68hijkXiYrqI8iqoO+2GdyH0BpVLmFJ5yw91eJGwKAdANMX8EljOKMKuoYWk4rTZ8Io1XoevFgB0bBOcFIZcBLi7XdjriZtSs7W0xkAe4h2rQxfYRTfYhYM7mNNQWtmr0OWSvgR9/7ra/hHb3wYgUIEdI2tBS2nE4akXFfEeX11xbD7gTuqBunQAAtMTVWj8wLnxsAhTQByLOX+Q3bW0DXA0cLmKVBmk0hk6q4dWREDbznJHlWwYG6CCkjzcAm9+q+Wu3/DG2+KsEwM7QhW7MRUnQeTlL8IopOQ5KMrKHQbXR5ak0b5PoowK4jHXv6ALu/pAuOlReJuyZn8J7bVIC9MG42X5D5DNFaovu0eVsE7TJ9RQTJOZjFmsXzwYgcet8LNJte00gJMIZUKCOQfoA9XMGotkaqLPy8Lro6WW8AUBSAEfjtlkWPEfSn2YwKEwub3WI++TTEGsjuKaSJ0suOV6gXa55HtVWHkUCaVmXhjjrqaVQUaIwWtJzWAr+6tEKcVKT6ZI0bAwynWgBU1LdLXyyqc4iPcPtLuO0KsTFwa057fWvgJ4CfCbpTfM36CEAA3MD8oTocYI875ZArrQhS8pf3/Ndvu3Wf2yvETeUL95296gwBxrwh25PadQB6NgFDQ6ohdF+263BrKRvWQEwNaRvdg0YqkfWjngaEaAI/UcTwMmkxD9h1QrWK1Naq2SRJqmUAAHLxediqQnj4LMLOFDIEuOcOkRrH57cdGyixtoA0zA9OWGrbgTlJv0Xx8vpYz24BQkUk4kTz0pQHAoPasCuVNkxc+RkKExsYD5jBaDPHod8mcgaJDbTmkIKgpovUWALU6SS9iK79Uo5Nm9jErYjX0s1BAPwDAB9OKZ08Wf8dgC8H8F3633974uv/RES+FxRgfBuAn33VLqhW26EQSrGcrEFsVT09JEQD2MAkoQhJ3Y4QcnalciNcPESgG8p0VjwhTmHqCIvaqVHtpyIaRAV1g9X9Ffq5+rxH4Of+968pL3P+zV+tECkVYcz6C8p/pa5AYDIlAnu0gmstYmUQMgd3SVhVVFEt0wf0p+hv7pbkxw47DfnCx2ug6wBjqQwN4MKHqVNw/h3fwPvulHMLEHFhAxVtFfLmJ5xk+yl5ZA6AOAraAYSMA7dPgO5VD+eQmhfALGMkf3oxEDmSebutOmNYwrDNorvll5sG8qSlbYDVGuh6GG1+0ZJOoayZtqD6FgiEXleAFmwOceIQnUGYbAMY4fzvnn85f38MSM0oioYI2P0VZNYQvdPzWlJLj22AFJ2sm5Asoba2i6j32EiQBJguImqBHxp6iruDjo2ESVX2j+zk8uiv/RbY4w5SOyJILBPUUeAJV9ldAoBZeZhVB787LZQguwqvLwiitSeUpPmlpFBWGQaYVYTpBbaznIhZokqsFt63NJxjI3M64YQMULRWKIVj0f8YBH7q0J+eoHnmiDoxE52w+YjjN06x3jVFKBYAPvD3uR+df+CrSFtLiW4BGtIP/DOpORGNkfDqkNDsdRi2axX8Ii82274mK2ivDAgt6TeuJOBAt2PRXOpg1AUCqvb92C9TVPbRz/smwNHP3UhEVIX+JJz02j6V353pChlJYpoKQYUX0Vi44x7v/dk7SO/gM42MmLOGVbA2EIpWhoqZUWtIm+mV4553q8MYpL6HOMfPqeuVJlMVqDMFBA3cUU8KxMnPE1SnB6h/4CcCtyZP/adUmO3R3T9GN5lhgFTcy0VzqvKcZxHRiEJ9NCFl8xnIQOrDMLeYPNcjthUpblNq4rg+INQOw3bFxuv+GrF1ECswuq4zv/v8534j2mcWCPOmODPZVYTteQYOU0GaAP0OlM4gRLI7A1N0dcbJyku5ct114Sz3l4iiwZIpZMUysaJuCp2S2Dz3lUXdx1f45a9RaL6LwcMeLCG+KZ9PsgYSBJWem/3WOFjKLlAZWThsEWFs1fr6x95PGsr5c18JTFqY1YA4qZBaBz/d4lDOSKFDxIbUAhOI6spntcSkaEZtZKxJh4g1/14f+mLHXB0NpAOrHWxygqjaTFnL6J1f/B28Z8PfUy28DlcC3KpSCgT/ZJFQ7v2ZvpRRFP7OpYlt4p6L1xKZ8MUA/giAXxKRn9evfSPYRPgXIvI/AfgUgC8FgJTSL4vIvwDwIdAJ4k/erJPDC+P8ua9EevC+IsIIawn/Cso9zRA+Z9TWUADVSbjVD+ujn//NhLUDSCEAKY4WcN7rxFUF2DoPP6s4RZhaYLuBXbPY91NHj1yHYuV1rZA+AJI7nqOzAcWS4tjlTglyvIJzDv19Uxb1Bmh78oFFXRPipKJa/wkrHHfECbTsHakrhQBLALs75fUufPiv4tFf+y1IzpYpAcX1LOxqdKDoTlUYlPcotQFWQaeaVNB/3anSFoG1E3Z/ImyA+QD4wCI2KUe1jyVJykXDrYpiUZUS0jBA5jNgOuG6Sonol2CQvHL7DBBnFBaUjo0+WbFBIinBHnewAIZTk6te5z3HP4jzD/5JYLEanVJn0/Lv9soR15hXMa2MmqnojW7WA6e8Q0SdEhEuh2uEU5NClak9oY1m1cMcqD9TTJCuR9ydv+jepRtgF2s23XRS6Han1EhYDzj+rC2kqYHpzYhOaCra9608hlPN60oI6fwjf5ZTJ58TQpRnGAD33RCQXDVOzFbc7m+HCF+at8C+Q/KeDedJS0FCw3sQAClqIySoenxjMJyZwa6GIjYb5xWSHTUf+q2XgCv6E/oXiq5B10PW3Ql0UQSsgd2P8PMKflZxqpiTSYXfkooRWRAaNsdMSKiOBO7SsTYRdLo+GSlPj/3yd+Ldv+Hb2OQFig5EddBQBM/yXu0qYH22BipB6okyi5OqNLOBOwtF85nGo2e/AnjDOSKihE35jFSRgSKSaVIjTGvEiYNxZpxsX4fF46t6rZ/3TRC1sEz9gBQCjDZCRQSpcbzuhtQv2jAL7CrAT10pVCAsXowH6sOxUMrx2N7fp8PFmsMAAYD2ZDPMj43hLAKdEqq9DsNuA7MKkBAxzCs0+6Td2MMV8wNFHsRGXUGOPKq9FfO1QWCzCGozpqsXPvRXcP5zvxH2MJZ/Fx8QdqeojmsgAkdvqrE6k6mrUAG/WJrscda8/ooxa4G6IoXUCplzVi1AOw53ImrVStF1oj2EWy0i+e5f961EJKw7pHUH2SZyVroAQeD5YC0RsLVDdTTArR2FQ60gulQcO7JjGDA27nNcePbv4vzbvhZytCrDpnAip4g16WzZuYmoxITYGKx3LWyXUC0jac8rUgzcKgBLIiBjRXSdRDBfWKHQHwG8yAmFF0m6MZ0XaCdsOgu7IvWmP9NCojpRGNVpMeOQMznz+lu7tzsSrkGs38T1xmvp5vATwDV1EADgS17iZ74TwGtSAUnvKWDmqNItfYLpPeK0LkrZuZEgPhXv8NsSIY70hrwxOsvpWeVGaKqhSBEEcMeEAw5bldrhSOFoRyf4wN//mhe9zIUnvu8qQayTEL/z7/iGIjwk64GTY2thDhZwsxrDVgPfCkyoYTqH+vKSglSrAc2VBcLpGeyVBb+WmxRtw2ZCfv0Pj+4JALmJj37eN0GOVrxv7yHTCRMTFVY0IaFaxFFwSQvsVMmtE7u6lTEMkKYCjhaQbS1iuwFJqTBQqHxoHUJr4FZyVdJ1S6MIfjpI25YDlW4joAfyEJBcoGo4ULzHU2OBAUjTbFUH6iKEcE2BwQsX//ZV9m0nGyfn3/oXeC11zfU2MNE1x2sMZ+dFidyu/Qg/7we4Jw6RVmuYh8+pC0YYtREA5JPmhVOsx37+24msAZAuXaETQNJ5hCYUk+dqOjcM1BqBldJkkZBef02wlIBAYcnY0IpNhlh85aEWtWFaaSKWRuvO2xEi1EqYTkcrThUojFn8VhNHiaPuhZ9Y+ImFCRQRJS1AC3vgRfvuhWf+DgCiwsrXVAvj/CN/dmws9D0bDlGAYUC132L10BTDrOJUrmMTzB4s4RQ95s/tMKle9qOQ7aQm71/jhQ3G9/zct+LRzycaxlw+AADYGGFUyR8ipMwBxYKNSDQDVMAPv/8OUrF/lUKahjpAIRZUXhZnQ4hEhg0BsbEYtpzSl24PklFWHfU3lAZQRJdP0ghTgln1ow6SAbr7xuYrrsGR/8//32vkC8//PSJr8t9PNE4e/TXfpHQHw/WmuhIyBFR7HeLEASJwS18a3mFrAjMEVBcPEM7MOcAACo2vuIBovFSzVS7vsYgOAdYIRRStxXaIiG6C6ID6OKE6DtRJaGvIur+znENerVh3YxMdgLjIBml2t1KaXqroZEBdgtuz50qMkKYhoiYposYY5gYxFoFlRFJ3zSqgWrTATAWaE1EXxktB3pg+XlMY88JHvxvnP3vUPDuJAHzXb/nLMB2fAT+rECYGybCQzwgB27NhYXyCUxSCXTF/yK4n2YY8773ltV5AM33fT35zcVQo6NHBs1iKbFzHaqK/Q1SPZGwiiI+vH+TtJl43cRsr5lscewdMAiYtJDb8/5Qg3lFISzfY25bMnohwbgeyO6P20NEasAaxrYslkt9pOY0aokKDLS2gVhHVIbmxB2+fI1qq4//sD744McjxUiItFz78V/HoF1yj89nWsAdLzA+WJRmgj3QWlRPEpy7CXGqAUztMVAZf6BkXnv27L3vvj/3yd1616Z+M1FhUhx5+rjSIkApH/VapD9/qSMcLYLXigbt3AMymPDjPNkhJCw+lf+QJw22LGCFnT4/FtzU8aLUgD6cmoF1SLHal9nhN4UXHCZo57hBOzwDDKcXLWXReeP7vXf+1rTuICOqn9tlQtGqhFE4gcCqHcHEfZrmEefghvYcxMbjwie956WvRxtijp//4i/4ttRXcwVoTAbWntMIphJXXD8T2haGQbzd4xO0Ji5khIIEN3dQ4bQgKACkQ/dsR/dkZZHfC6U8XxoJZIyvXyxCLTSnAaZiEiGp/DbM7QbfLZ/Kn/vnLC0deeOL7Xvy1T/3NsvddePJvsbkAAHUNs+gw+VSkw4QIrCah0p94z376F+De8llcz1l01Vpc+Mhfe9lryVzb8novCDquoLga+YlFdexHpfTXW/QD8PwVnl11PULHa0vHIRUoHrbcqCx/O6OpYR5R46vlikV4XSE2VREGpWDzhNz4ZY/J4x3zikkFRGp8uHWCbw1+6l+89NrNzbAXxmO/9J149NdeXZzTzYMIJLPqkGo3igP3ioacNoiffgp2fwvhLQ+NP6u0tZfd/7WZcbLBkSO1dI6SSDh85rDHxsEuBzz2S7cWtXerIq3XpKNYQzRS5YCtKXOEU23REwqNfeVfdgsivOE+AIBZdUSQ1A5xRqSN6QbmlhlRHIGtj+yjPzvDsE3bU0mkImaEwvsfe+k88OXO7xdGdpNqr4Rif24CRuvzAPhZjer//DjMI28gUmLSEN2lGisvt3ZzM+P85750M9aEE2gLK6RoOnNHWT9vYhM57olmwoVn/y4ePfsV3GSNLcrwcVqPhU9KsIv+tsM1H/vF0Xu7PzOFnTcFNuiOeuW+qmpx64riPD2UKcoHEdSH3ND+0//v5j2ur+V6cP5zv5HQdBUApAUNRmHHEBRy2UMik4lrJc4vFy+16b/7N3wbbdSGCNQUtwutwU/8q9tg13kLQ8QAk5aJbYzwD+wofHzk9d0JNlUXPvrdOP92HuZx2oxJQe8Jr1W3AgiRCLLoiMIJULoRkUOioow3y8HOyvEvjPNv/zoWBsj0Hp1+BaJlLjzxfXin+VJ+7eiYX3uF5tcL47Er/9uLvvboF/xFrB/aAoBSqCZrXr9NBAAXPv393HONMKE19JmP0+pFHuY/9u9v/9rN0e1WSEIuuO1iER2UyOUbWlruSVQrNU3OkyX3tloEDLObT9RP7n0XPvU3AXDdptoRvZOyddnVnO8LH/vreHf7h5H29iGTCR77petPnF/4eifj3V/0l3jOqGtEFsN9/2Ov34T2wvN/T9dudbVIcARgxunjj/+7mz9bX6248InvIRJLI82mSJOKDQ9nIcEV5XcZQnFMQkrAuieFsrKoDljc//i/vXmkybVcDx79/G8uGkhlAn7iLX3sF/4y3lX/IcTlkkhG4BWbXy+MazU43vWbv111HKDNSirnD3N3y+H8tzRiQjIRYquCZg3zFhDSpjIF4E5AcT72C38Z7/qN364UTofUEqGQrNA6VG3Mk1ENqNyQUuqVS7ofBw4rbvZ5vBZd4It/H/fPZNRtIVKXAZUUodUf+eGvx7vnXw4cLyFtA9v5G1+716BFnX/71/HM8RkNx/Nl00S4BXH7Z8mMO+U6biDuiWZCiSyslSeT3YCkvL/b3UQ4GXlz+13vGjem9Zkak5BgjylyaGqDfmbhW4rG5eZBrC1MHzB5ZoXVA5Nr/v7PJC586K/gXb/5xUnDCxsP755/OcJTF2Hf8OCr9tpUza+LB/AdMRW6FZFtnWqL5BpSBbQJdrtsq14q8mH67l83FsphVis3dxTJNCq0KV0W+lSureX06uW6+p/JtV1rEnCyiHpf/CG803wp4nIJd9/ZV+21bRcUlcGk5KRF7es6Bg8cHEFqRzG1TB/AS8OWb0dkKs1v+398T9lX1qctmv3cpKWglhkSE9ghwYJ2YVl4TvoAzNyrbiF84SN/7UVTX+Dazd54cAgcHL5qry2erjkSDFIYFc5f7yFiClWH4osW0vW0X8at11J6ucjN0/Nv+9qS44RJpdQhB3dIu4NkLcREjnOtiin2A9D1qFc9+ge3X/Vre+wXvwPv/qK/9OJrPmFz+97+n+Dds/8n4tPPwDz0wKvyuuIjmis9+q2W4oNdUuHSeyBnCJHomoaDKHf5GP4sKZJ3Gi3pvT/7LXjnb/2OQjfMITEhNBZpWsEtlCpXXHUEVbYYBdf7q23D+pP/knv4b/39f+NF/3aSdvme4x8kMqbv6dDzakSMqC6til1wsq4g4TaxiTs17q1mggihi90AOMJA7+Tp4Eno/m/5g3+DHDdpRh/dRIiwfQnx888ElfBycT1cw/cc/yDeVX3ZDaMSXi5S7RAaQ6vLkBDugWbCY3t/H+cf+Cpax4UECQOia+545fST+hu/+53fRQvTioVZaA1TgMaRxnML41qTgJf83htEJbxUpJoq65JeLA71eo7HLv0Azr/xz1ArJap+wrS+owqxF8ZJlNMXfsX3cX+VLNIlgKPtIgDMnulf9POvdlKb43qahu9Z/2O8q/qyV/V1c9MyIxIQ0zU59q/LsBboe6QQIDXFgq/VwLlT4mSB/iW/i7QriQlxUheROLewqC4trvnzr1WheT2Dmvcs/iHePf/yG57svlTEtirPbHS0RWz3Xv8N3Meu/G94dPePEcmYIrWKrL2jXYJeqCnwu9/5XTB9RGjpzuBNjfVpNg1mT65u6bW9HOXnhfFqrd3iNmcoTGqGiGA33YRN3NlxzzQTHrv0Azj/8J8e/34Xcub81CJVBqEWNFcGtJcH9FvNNcWS7oR47/DPXtXf57cbDHO10RsSfvKHrn+jv5vjwjN/hzZuGndyA+ylohRjQPF/Bl7FA/hVjPfFH3pVf1+yQutDrcHqg/6ehSzejaJn/baFBBTubI47UTTz1d5zw1aNfqdCqAVupZZr/8fth/e/1nHh+b+H82/4U+PfX4I6dSdH3m9Snd0meHbeSEP1VsZ7jn/wVftdobEYtiz6Od+Eapnwn/7N65sOmeOxvb9/lf7JS+li3ckRa9UEk6sbl3diU+SldERuOpwdHa3WHqF1dwQt5XUfd5Kbw51yHTcQ90wzAaCo1d0aP/1P/xx+2+8lj6vfMmiu8Os/9/++MxsJr0kkikz6icGP/9vXf0J7Mm61zeOrGT/yvq/H7zz/3UTTaLyueasviFirTkNign8nJkSvVVz49Pff7ku46fjgD9Bx4bf8wb+hFo+Cdi/iZ/7RPbTngs0/0+Nlxc1ej3Hhqf/5dl/CTccP/+g34Et+J5sG/bZDc6W/pwqSZAWhNqgWCcNM8HP/+731zF5L/+RuiR9539fjd7/zuxCUUmWG9IqCtq+niOo2IgDivMUP/+jGuWETd37cGwTI10n8xL/+82Uq9MM/+g331Cbz7i/8VrjjHu1zq8Jn28TdEycT2XutKKkuLWBXHhLSHSGUuYkbi5/+p0xkP/APvuZV10O4k+P8274W7rBD+8wCzaVbCy/exGceP/z+byzUhXsNCVUd0u2kWiT8/P/y1a/w3Zu40+Ik6uta1tCv1zj/WV9D2+i2Boy5oymBr7tI4LTnTvlzl8WmmXAXxs/+f+6tLjtAmx0ZwuhFvYm7Ln7sP3ztvVlMr3uYPr5u7UvvhfjAP7j39tyTHPw7SaB4EzcWr5V20p0c0gVUC/7ZxN0Z73/s6+65wcOFx78XRm1/72R9lk1s4oWxaSZs4q6Id1VfBll2kGV3uy9lE5u4sYgB7unLt/sqNrGJG4p3mi+FHC4hh8vbfSmb2MSNhRVMnjzC5Mmj230lm9jEdce76j+EVFmY41srTL2JTXymcU9pJmxiE5vYxCY2sYlNbGITm9jEJjaRQ+4Q4cM75TpuJDbNhE3cFfFqq5RvYhO3Kl5Ne9RNbOJWxavtarKJTdyq2NByNnE3xnv7f3K7L2ETm7ipuKubCR/84AcvicgCwKXbfS23Kc7i3r134M67/zdd7zd+8IMfPBaRX3ktL+YOjzvts7vVcSfd/3WvW2CzdnFnfXa3Ou60e7+RPXeTL9y79w7cWfe/2XNvLO6kz+52xJ10/ze0djdxb8Rd3UxIKd0nIh9IKX3R7b6W2xH38r0Dd/39/8pdfO2fcdzln91nHHf5/W/W7j16/3fzvW/yhXv33oG7/v43e+7m/u/Z+78lkfTPJm4qNgKMm9jEJjaxiU1sYhOb2MQmNrGJTWzihmLTTNjEJjaxiU1sYhOb2MQmNrGJTWxiEzcUr4dmwg/c7gu4jXEv3ztwd9//3Xztr0Zs7v/ujbv52l+NuJfv/26/97v9+j+TuJfvHbi77/9uvvZXIzb3v4lNvIYhIl8sIjP9//9RRL5XRK5bH0NS2pBENrGJTWxiE5vYxCY2sYlNbGIT906IyF84++V/+LvnX/jrbvelAAC6T34KF//G3/q7KaWvulWvKSK/COALAHw+gH8E4B8A+L0ppd9xPT//ekAmbGITm9jEJjaxiU1sYhOb2MQmNrGJGwufiC74PQC+P6X0/QC2rveH72o3h01sYhOb2MQmNrGJTWxiE5vYxCZuJgSA3CFA/dt0HUci8g0A/giA/05ELIDqen94g0zYxCY2sYlNbGITm9jEJjaxiU1s4t6LPwCgA/D/Sik9A+ANAP769f7wppmwiU1sYhOb2MQmNrGJTWxiE5vYxD0W2kD4xwB2ROT/CmCdUvqH1/vzm2bCJjaxiU1sYhOb2MQmNrGJTWzi3oskd9afWxwi8vsB/CyALwXw+wH8jIj8vuv9+Y1mwiY2sYlNbGITm9jEJjaxiU1sYhP3XnwTgN+QUnoOAETkPgD/EcC/vJ4f3jQTNrGJTWxiE5vYxCY2sYlNbGIT914k/XMnxO25DpMbCRqXcQPshU0zYROb2MQmNrGJTWxiE5vYxCY2sYl7Ly6IyHsA/FP9+x8A8B+u94c3mgmb2MQmNrGJTWxiE5vYxCY2sYlN3HuRAPyvAD4fwBcA+IEb+eE7rpkgIo+KyK+IyMdE5Otv9/VsYhOb2MQmNrGJTWxiE5vYxCZep5HuoD+3Pt6ZUvrXKaWvSSl9dUrp3wA4f70/fEfRHETEAvjbAN4J4EkAPyci/y6l9KHbe2Wb2MQmNrGJTWxiE5vYxCY2sYlN3P0hIl8J4KsAfLaI/OKJf9oC8JPX+3vuqGYCgN8I4GMppU8AgIj8MwC/B8CmmbCJTWxiE5vYxCY2sYlNbGITm9jEZx7/BMAFAH8VwEk2wFFK6cr1/pI7rZnwBgCfPvH3JwH8ppf65rNnz6Y3v/nNr/U1bWIT1xUf/OAHL6WU7rue792s3U3cKXEj6xbYrN1N3Dmx2XM3cTfGZs/dxN0aN7p275aQxD/3WqSUDgAcAPiDn8nvudOaCXKNr1318YrIVwD4CgB45JFH8IEPfOBVe/F3VV8GqWuY+84gHRxB2gZwDvAeaBugqhC3WpijNdKzzyMcHcFubQGVg1gLzGaAEVz42F9/0e8+f+4rEQ8OEQePwz/E/sjP/KOvedWu/bWIP/Izfwy/fvtT+EeP/0b8l//hO2769/yuH/lzuLyY4eDZLez+vENzyI/0Z/7hi+//n3/sN+APvPXnbvq1bmeIyCdf4d9fk7X767/y+5AE8FNgfRaQCIQ6ITYJqU58giKAeQAiIEcOECDNAqQOSMEg9ZRP+eQf+wsv+v3nz30l0DSIZ3Zglh0A4MKvfNercu2vVfzm93wDWjcAAN7/Jd9z07/n7d/xfagPgd2PBrhFgBkifvhHv+FF3/er/vL3AQB+5S9+9U2/1u2KV1q3+j2vydp9dPePIa07wBqIteOeO58h7E7RnWkRWoMkwNb7P4Kwd8DrMQJ75jT8W9+A7nQNAPjxf3f12v1tv/d7sDpr4SfA9PmIej/gx/7D174q1/1axrt/7M/iYxfvBwB8/Mu+8aZ/z6O/5puQPvYpmJ0tYNICAC48/r0v+r53fMv34cPffvetW+D27bkA8Oiv/RbIwTGwWiN81oNI1kB8QDIGdtkDQ4AsV0j7h4iLJewD9yOe28XikRnWpwxiLfAT4Be/98Xv/fn7/gRS3wNvfgOO37oDAPiJf/XnX7Vrfy3iv//t3wk/q1Dvd3jvT//Fm/49/93/nfu1WwYsz1Xot5gW/te/ffX79Oiv+SYAwGO/9J03/Vq3K27nnvuFf/z7sD4DhAn/vj4bge0BVethbES3qIG1hXQGaWfAb3jLJ/HQZB9vbi/j0jDH090OfvSXPwcA8MQf/boX/f7Vxc9CIxW+8bnPxz//xS8EADz+P774zLyT4jd++feiWjIv/ckf+nM3/Xt+5/nvBgDEShArARLwE//6xc/tO38r8+n3/dQ33/Rr3a64nrW7iXsv7rRmwpP4/7N33uFyFef9/8yctn339n511StCSICpBowpAtfYDnbcOzjuMW5xbP+cxAVjZMdJTOIel7jEFZtiTLFNrwIV1OuVbm/b95SZ3x9zdYWQAAkkJDDf59nn3j179pyZs3PmvPO+3/f7Qtej3ncCux+9g9b6v5lUmTzxxBMPix9p6btX8MB/fQgZj4MQIASiqQHt2eY9oB0L7ViIUBE1pBCZOFIItFJUOlIIDYlVuwm37z7wSTJpRKWKFTczeKlNsOijK1h9xbFlxK145HwA3pBdw9e7JJ6wueT41Sz/c4ENu1uAQzdwb1pwDbdXFd9qOYt7ti+iVifIbN//p3toRxfz3P2/v3tXO+0dj3Ndn0U43GP3BW80C4N4VSOUptxkEcUgjAMStG1crVbJAgVRIgJLI2uC+IBAuZLqohBQEFoHPMeF2beZf6o1VFcjcmgMXa483aYfEcz86b/yy1OvJitDfr4IysrcuzN/Uo+9wdx36z99iPebhFodoDUyVAd0d156/xuZdVbdftufzQbDY3G4x+6F9e8EQJXKCMdGJhPoIERN5MGykJ6HNVoitmoTMpGAmEc4Oobd0IDqaUP4IQyMIB9cT2LWtAOeQ2gQSlPshkqzZMZPx7hw8ae4/uGn7hg9Urj0/jdyYnobjoh4Q7ui3Orxy/4TuOBPHyR/dRd3/u+hG7j5+fVkKz6qfxDpumDtr7c87TtXIJv2v/dPfd1XntI5jzUcCXvhrIuv4E+//yhiNI+eyAMgqiE4FrJSm7IhkBjHmFIIy0KNjCIrVazmGUSeBQKkv//xL8y+zQQqFs0FIUjsKlNuT3DG31x5wIXJ0cT5p3yOYneSWk4SLk0QJEFEDhcu/hT5eWZOvONnhzaOZGieZa5l/o+Naap1B9AK7xs64PcviL+RGyo/OOS+HGs43GP3lDcYe8GyQdsCLSHIKnAVaIFtRzh2ROha6FEX5Soo2+QDj+FqO7/ZtBS0QKQCdHhg7fZVOzux0FR1xKmpTfwkOom6e1x4w9Nt/eHH0nevIEhBFAPdLdDSPNzPvvBLVJqcpxTsC5ISu6KwKxGieOCf7IJln0FlYvttX95jbJPrtq045PM+j+dxtHGsORPuBWYLIaYDu4DXAn93pE/a+N17ueD7rwchEY4NlSrEPETFRyc8tGsTJRyUZ2FVIoKUjbYEftbCT0kiF5ySJtaUw7Ztls+6fH92QhgiOtvAD0hvrxCkEke6W08Jb8quxUIAkow0C7CIKt+e+XNa56Qm9zr0aNnpMQnNf2L72XUM3NqxHyuh57+/TPfM1/L12T/Zu+3qK0m2Fbls7jze+1Q79ByGU1b4aYmWoIVAhppEPyhLECQFUdwiNgqxUUUtK5lQLiKCaddXcDbsIpjdzkAlQWGJbwzbjM+M//08W1639/cVqST+nHbsfBV79yjRwCD65EVHsdePj2tP+w/qLYHEok4mGBEl+iPB1S/4AdWTncm9DtGZoCBoiIhcSaXRJT68v/V//6DxfzYni1Pbeq6+kpZZx+Y9fixA1wzDRcZjqHKZaCzEymYglUQXS4Tbd2K3tSCndaL7h9CjY9jdnYTtDShX4harIASyLgcjE+z62+n7nSM2UMWqOBS6XZQLYS7+DPfy4HFubi2FKE6kJTPcQdb7bVzUshoLRf0/3wkc+sK+/zRBamcG0bsbNTjEDdUf7fP5zKuuwrL2NwGO+/AK4t6BSILPAyD+l0dY3vUBsC1EOgXxGMqxEEoh/AgsSZSKIatmroiKJQDs5kYII5xiiJYOdlXj5jWn/e1X9llw6yhCui5iZALV1oB4aCMxb/5R6euTYWRxGrRhxQUJiDywqrD95Q1Tke9DhV0IEA0WQoNTUgRJuR8r4fxT/xmrLoceG5/atrznQ6imHGJG99Po0XMXxXaBCAEBlRaF0BAlI4StcZM+cS9gfsMAa4Zbyes4siZRnmJTfxPOugTzr95E6eQeho6PUZldI5GusuDXn2XtKz47dY6hKMnXes8j73vE7BBKFqF31Lr8hKg2ABIiF8PUFOAUYWye+5TbHHkCp6hxh8oABPX73wQiiHBGSgQNyalty3s+BNXaUzvp8zg8OHpVFPbHsdKOQ8Ax5UzQWodCiPcCNwAW8B2t9Zojdb4L695hogaOjXBd6GxBuzbKtZH5KqJSRQgBkabWmcTPWNhlRZAyC7hqvcDPQmaLJrU7QE6U0UMj5tjZt3H9xHfoufpKtl36EXAcqp1ZtIRip4MMtKFBHWPYHkrmOxaecKa2dVhp+qMieVXBEZLq7k4a2nsP+dgBFp+eeQ0vOnf9fp/Fe22Gets5/ty9khnekEWlmuGqrS/hvfOeWn+eq1j2rhV4liA+EkGksWoKtyCxahEiVNQaPIKkJD4U4OR94nGbzHaJk/cRKzcQRRGyq4XkgKI85KBcTVTeOx0seZ/xjrdZJmopB8fRuRTqtMVHpb9Phr9sm0VS2syWez3+DTJJg4SkGCctJf2RYNXOTo7rOvixqy0QkaDQJUnvVNx08/50zeKdTaROHeL3L/y3qW3ekMXIQmhY8yx8KhxhXFj/TlAa5ftYGReZTiOSCVRLHaIWICcSiHSSoDFJkLSJxR1EqKi2pPAzFom+KioVQ9gSUayAHxAf0rzgjVdx9w8+zPknfw4AIaHU5hAmzG8wvDhB48Plo9n1A+I7G84gbUGXM8JpsTJx4bHU28E3xudR1i4J5bPikfP50Pw/HNJxN732ai742ZvQS+cjH3hkv8/dcfP8qTXsO0a1DeXmY+/ZdLSxfP4nQGn07G6UZSE37UQVS8hUkqgjB1LghMowGJUy7ATbwp7ZQ9SQotwYwy6GWLevos47nlrOxq4qwpicciicvfwK4rksSAmpBEFdDHdWN/ZoibA++aRtfKZhVzSVRkHkQXlahEz76C1xEBCkFQDTv/4Vtr7v4J1h7o5R6kppZLEKwHWPfGG/fQrTEzA9wZ0/vmJqW21mC/npLo13jjzNXj33MPOqq1BdGu1ovEELb0SadMiiJEgrnFyFhkSJGYlhVIPgnnV1eCMCv06S2Jig6YEKuj5HfFeJWEeWxKkFwkgSRsY+eMd9bwHgvFyGvO8xUY2TSOWZ/9VJ9sj+2VVHFce/fwWqAbSEMK7RFiAgTIMzIRAaFnzS2EBrP3/wAQi3qIhvGUUPj0J32wHtBe3aCD/cJ11SZ1MIaUH52Hs+PY/ncTA4ppwJAFrra4Frj/R5lne+Hx0EqEoVe3o3CIGWEln20UEEloAoItyyHSubIVpUT7lJTK4uzJ8waSYjocGqhBAEICXa91FL5rB89kfJvLSNk956FfXJGNUGG6HALWj8tOCBbxxbKQ6qfw4LHRtH7D8sWq0Ug1GRgg6JCUmpz1CLk20Hnz51dkxza3VfI3XpZSvQEjxhruPSy1YgQpCRJmUJanUC5TzOAf9KccJ7VuDUNKkdJUQtQkQRolwDy0KlY2hbYlUVVlVhl0KINPZEFTk0gS6WiGpVrFQKSjXcQhyraiN9gfIFsSHBwo+voG5XZGiQPU2MzYnReNsAwYJ2rGp0tLt/QOSsKrPsAw+UrLQItKKqHTLCZ/3OdgDmdj156oycW4DdSYrTFau+stcgPvktVxHGDVU0piH8XRNLf70CocDyNSlX4Keh3Pj8omwPzrMuMboIjo3MphE136SUZdOUF7RiVyLsPFCXptKRptRuo6VAeWmkr4g8iRVopG/GoI65RgskmyL70/uw6rKc+corUd0JwrgEAcVOQVhntDPY5vDHP//jUev/gbCltw3FLGIi4Nx4BJiQWFx4dDmjDIVpNlebaXbzfGfDGTgi5I2z7zr4E3x+BD7ZsA8r4eS3XEWQFGbOVRAfEix99wqsQCMikA0CGRzmjj7Lcd5p/4LlWKiYi4pZhhXT2YIEwroESIGyJdXWJAiBN1QmzMUJUjaFTmfqGSYDm6biXGJbhrGbsyAgFimsbf1csOwzxHcNQaSIJvLUXryEaqNNqa2BugdH+OOfnrp+xpHAGa+6kqDZInINIyHZWuTk9u3ckl+IO2xhVQVRXCNCwcyrzGpy84cPgjquImT/pIj4YxicZ110BWFCIiyBsuG0S76CVTOOm7DFIfIEw6c2HO6uPqvR819XQhzsvIVVAzcPygIZQKIPwoRkIhtjQCp+nV/My3pWoU7bQO9Vs6k0SBJDEXYpQGViWL3DOKUMtUiScAPCKOKk6z7JCU2aafER1lfbALCEohw67E/mPzagrb1/lafRtsaZsAjSiiAD0hdYApQLcz5vnAobPvnk9nr8j6sIJxkGN6785tT2F533RSJHoh2BaE6AJTjngi8hlAYFqi1FvFyDdOrxDv08nscxjWPOmfBMYPn8T6BGxlC+j93UYCIIWqM370BHChbMID83Q767gWTfLBr+3MvoJSU+uugP3Di6gDtXzsEbMrORiGD4/CoDZZfmOzoREZTaBdUlZe4680c0SBNNmPHLd5FdJ6fUQld+/dhzJAAHdCTsQbOVYldUYGPgsS1oYjxKsGPo1ShtFkxXHP/zx/3uJwcXc256DedN3z9CFnkmz1/ZYJfBroAOBW5BERsHy1dPr3PPISx57wrabhk03u1Rk6+L4xiR0LhFUBcjSNlEjkl70NJB265xLHgO9qCD7diQSUMYERusMPN/yvSf22LycwcirECz+/U1XjpnNdfceDIzflkkOuN4RKixV27i+onvHN2L8CjsGbcLncdPKbAQ9EYWLhGbw3rGoySbqi2MjbyWUd/cn98/+dsH/O53l32Py9Ov2W97kDDRiyBhDA4Ap4RxhIUmBSU5+Py43YMLM29FLl2AnCgTNqXxUw7VBpswJih0Cfycxqo5iDCGciDMRlhFs9j10xbJAUl6SxlZCZDjBSiWwXMpLesivquEXDALKj6pOzab+wHY8OEeUNrwV4HqiwpH8QrsD9U/h6qWXJTcTKu1vxE5wx2ioGKk7Cp/HJpPOXSohg4/7vsAEk2oTd7yDWd99YDHP3ftS2mOl/jpYzQ7goSJJCvL0NPtMlgBIARWTZPeqZ6fcx+F80/+HGGdR7XFLI3CmCDyBMUz4/hZjRYQHzQOGLegcQua+Lo8ctxCd9dTbXBQLiR3mcXL6KI09T/fAlu2Yc+dBdUa2g+Qg+OojiZGj8+Sny5w8kZQF+Du/zm2RAZf8KarCOstalkodUdY9T43nvhfBBrubJ5ONeGRfsil3D4ZcAnN9VnwyRVGd0bA2n85sA2UP7GDzEOD6GSM61d+bp/PlGuE7Sxfoxw56aQxUXanqLDLCvH80AVg4W8+a/5RKZxxi8wWCNJQekGZXKaMRDMyloJhDznuULRjxFfF+fXtZxKmQB8PPb8rIAs1hFIETSk2f3Aa7bcp0l9JUJjm4RUUbj7kzuOb2PnbfnZd3EqtHvzpVYZUhszFHg+vOHZs3RlfuwonL4jaIGz2EY7ikuPuZ1ZsgCt//DfEBiX5BSEib6FtgfTBqpln+6LLV0yl7jyeYK1ePBt7x+B+2yNXGp0KAdoz83YYs9HCBM4ASvOfcwUSnn04Voikx0o7DgF/dc6E8077F+xIgRTYjfVQl4UgnMpXUr5PlIszskDiN4fERmzQ5pc9LtZLT+sQ9+R68EOPxC6J9CGZK5NtrRD9tpVCp025XXH5kj9OORIATl+2nvtGFuBOgHNs2bRTC7In3Q9FoCHSklZ7nKSsMRHFKUce+TDGO+57C5smGtk9nkVPit9tfM2nkK0buH/dhyiFHr8dez1fX/ojjn+/8faGGYgSUGtQ6EyAsDSy38OqCLJbBFZNYRcjXnTuFym3mVy2+759bFfBOFI4/TVfoW4iRLtmTOqGLNqWiFAh8mUoV3CGPaTvUW10p8QChQItBdZEBZVOIKs1iBRBW5bx2XEafrqZxqs3I2wHqy5LODxKYsYpXGcv4PKX/YafXXsh0o+oNXqEZx+bubtPhIEooqRjxERITAS02uNUXQdHhjgioqZsXnn737N1vJ5y1UUrwcbXmAXYadO2kNn+AXLuXtHJ49+/AmzjAKs1QJRQyKYq5XEPqyiJDwjiwyBHNXJyUXbS20xk7t7v/HWOXdHRig4VKIU1XkFWA7RMohtswpRGxRXaFggl0FJjFyR20bCSSl0aPytIbxOGMRaPEW7fiYzHyXdNp9yUwc0bEdLYcAa3dwyUxi4JtAVRTWI3VQgfRzTsaGDPnDvPeXzqeqAlVeUwESbIuRWUFlMv14pQSpCvxZj7y88RVG2isnGi7KnIMlpOECiLM/74UW57saGD7xm7ftaM37C1hrA0uujgDlm4eePElb6emnNlYJ5/d/z02S/IeKg4e/kVWCkHLYzzBaDcJAlSUF1Y4eXzH55ypufDGDc/tID0BhstO8iuHUcLgYjAyUOpA6pNioaVkuAF83EHC1AoQ6TQ09sh0sj+URrHSvipDqwAqk0HFmk8mlh66QpIGFZWuUPxoRddzwJvFx1WGmDyemiUCzIwivZRzFDJxaRdoAXM+38rkIHJUxehOfbKf/8Qt//fRzjprVdRadorUn3WS788df298QihNKUWU6klPgJWTRMbDtG2AAUvOveL1OpsMvft+qsVtGvN5Nk5Ukd8t4VdMo6p0vSQV897mCtaHpzaL68qLPnDe3G3xokNGwejW4DRZQFbPiyJBuqJD0imfW8rPUtttkddzPjH+2jon47asQt93CxKSxVbk6103lJGW5KBk2JUWjWlrmNrVSQijLM6E+GmfP5u3n10uqMcH9tJkNZ4owLhC7StUQ5ILcy93ri3H0LBrC+tME7YqmF4rJqsyBLFbCondTMxY+/S6sxXXolKWJN6ChGRKwgSAmUL7JpGVMAuRViBmrIXlrf9PQDX9f3HM3h1nsfzeOr4q3MmyEpAuGkLdkc7paWdVHMWDfcMoXp3g5DYrc0UWxyimMYZtdEWFJe00/OZcd535eu44/hf0NY4zs5yI5VmgXI1na5PzA6p+AoZQmqb5AfbX8Cli385dd5/67qOZdNmIba6WMeQzsrBOhIAJJIeO02PDcZ1VualiU377PPNdBvfDk5nvBQnqNjM/Mnn0RqSyQw7Ro268+IfrEBIqDRB0FMlky1zQuMAp+c20efnuLV5Nv2jGcqlBCKSxEY0aE18KGDn2wMWX/NpAB5+6b5Ri+cyzj3nCziexBs0Yl4IQZCLEcVtpK+wYzbWwDjas/CzDtU6ieUzyU4QuKUQLIGIImpz21GuZPAEhyAD9cfNQrsWyhJUMjbSn07Hr3YwPN7FV8WLSM7waLphG6XOA6vmHy0c7NhNSI0UVWbaKaZcvrFBYG8EIa8qvG/nBawfa2Z4NMX0H34BYZl9U6ksWwJDnT3+gytAwsSCEJEMaW2a4CUdq8laZe6emMGWfAO7NjahLYvYqMCqas495wtYHR61jODkt1zFPd/763IoLJ91OZXZTcTv24Iql5HtrbBzN57qRoZx3HGPMGmopbFhE/X1c5owaaJC7pig1qTY9cIE9esjUhvGzIGFwC1oIk8QJgAEfiZG2mnAGa2Q3aypZQz9PEw9+3KlcrJGuzNGvV3iTXV3Ui81zVYKhaKmA2wsRlSVf9x9AauH2xis5BC+NLRmoXHqPIolE01f/KEVCA2VFvCbQjJtBTJOyEs6V1NWLrsqOe7YNp3iiEdiQCJDjVVRxIcCyi0O9Xf2s3z2R7lu4xVP0urnFgwNWWNVI4odDk5ZU2kFv8Pn1QsemlqU3Vixubs0i3mzd9HblKOvP8XognqcApS6jdgdj6pjnu9xadoZgm2j0y5+Q4IoJrGbEjh3rKX9dxC211HLJrCOIWfCostXYMXMoixyoWXOMO/L7dhnn/pUmf5CjiAJflOA9CKydWVcK6JYddFakEtWGBxLE414JLdbeDVw82qqQpHfIPDGzfHOXn6FqU7kSJQjCJJmAads8HOgLeO8dcYqaEsQpj0zN+Qj1MAwFy4x9sJjWQ7PZbz+7nfSN9GB2pqkeU2EVVXU6iy0sPlD21xek7uHkzwzJ2ZknI+ccgN/Gp3LAzu6iHyJNeRij9skWwosPWUzxSBG/so8c7OCrZ2NqFOPQ+ZrlM87jnKzjcpHyIDJ4MRDtPmz2fbSY0vjo+f7X0JaDlFCQTzi/YtuYa7XR4NVYokbI0pHaMtGBhKViFC5iHSuQipWI2YHVEMHOXkDjxYT+FvTaEuQGIAT33EVIoLKSTG0NEwGMKlA2oJ8l0QAdsqU5Y48CJLglATJ3UbzStsCESjOP/WfieZ3Im99gAvr38n1o998/E49j+dxjOCvyplw5iuvJFULwHXBcxleaOOUIWhK4dCN2roDPJOzGhsRpHo19bf1QqWKrlTJvVZy/Pdfx30n/YC3pc9lW76exniJUEnKocPIApfWu0sML0nSv6GJ7/U085bMIEVV5Yf5ecRSNcKYS25TwNnLr+DW645uzfNDcSQcLN6Z7WPG3F/xnYEzuXPDTMKSQJYtSkMeKIFdFtTqQS8o8sUlv+QVydJjjtDLvdkH+e3ECfyofApaOCT7JVYlxB2t0v1fHsMfPIasq2cKAuxyiChW0Kk4UcpDOxIZKgrTXKyaQ9q2qDW4VOotRo7XaEvjjtvEB6DpwRqVaVlkTWFVQ8bmekQnFoiqNsXuBJnrViNamqCrjiBlo4ZHabgvQXZzglKHRo1PELmCyIUT337VUWWHHOq43RMxeyJkZJzvT/szNzVbvH/la6kUYuiihQgExYEYQpncyXC6xu4sseX0/UuPvSfXy5qgzEe9V/FIvIPMNgu7InEmaiT6BIk+KHYdoPbpcxgXnPhZwu563JEq2BYsmIkCZKEIW3bibAhpthYyUjHXJbc1QoaasVk2yjG0cBlAsk8ytkgx7FrE++JYuRxEJsqT6gsJEhJtQS0rsUohUdLFLmusmgYhmaiT4Bx9/vOhjN15TpLp9vikGO5ew1wiiQvznGq1Uny763a2tRV4tX47o4NpKFsIJYl2J0CZSFqtHoKM5l8u/imvSg4dMJ3tC6l+bhuZyY6dPVi+xBvVuKNVRKipddfj7Rh92v1/NuHMV3wZEhaJ0SrFaUmENvXjk73gjbr8On4c52VW0WOPs662gFsGZ7P9oQ6smsCWJhqvbEF6q6SwuIYcd0hvlMTGIoYXW9SvSWINjBOt3USsOo1aTz3lZoe6lmb08Aiyb4D0tCXkeyQL/nEFa//16NHFF3zKaBtJCaEHds2kd31p7i/223dmbphSzaUg4JIl93Fmej1nxcZJyf0z6H9dSvKhP72OaLuDXRbIyLAMMtuVOV9ohKpLrTYTszXu7DxBYCOkRiuB44QUxxL4uxwy2+K4/QVsIdC2xC5qgtMW4o789YnaFQMPf32WxlWa9KpBqFSxZ7Xijdvkx+t4U/BW5jUP8p6Om8mrOP+2+hz8kTj2uIX0zII50SeoFespnjfMxrFGWkSRB4Y6cdfHGZ+jKXYkUJ5xLIlQEBuDxHCETKcQa7dhvXgh1Vk1en7wRba98eNH7VrM+PHnDVNWWSD0nqw3bhqZT1OLoQkPRhN0zxxkYnU7ylW0do9yastW/iZ3H81WmdlOijFVxkESoJhQEW/P/h3b+xvwS3FsS2DVIDaqQRsm6Mlvvoqw2aLSCPMu3ETMCtg01kgttCkWYqhQIiYcQGIFNsnN41Mp15FnoV54AtbDW4/adfurw6OcvUcbx0o7DgV/Vc4EuxxB1QchUdkEyjH5okHWJcjWE7clatMO3IlmMtsgs7EAYYTqaqHWaJKlct+VvCL3Ut7Z8Wf+NzqFLRP1hJGkcXJRHMVsGlZXcEoxPpd5CX+at5FVw22IXzegpgGuxs/sX9f7SGL5fKMa+2hV5CPhSNiDc+MR5/bcyjfr1rOj1oAnQ05MbuHCuHECBDp8Qm2GkzyHpvo7KS7x+I2/jGi1RNYEwg/x+mp0fAx03yAXBG9GTOvk+jXHVj7pEYHSOL1j4PtELVn8jEOYtLB8ZRS1GyRWzaNaZ1GrA7ejSH2qzEghSYUUEzPjeHmFsi3sckh8WDFW9JB2RLlJklgyC3usjLtpADW/DWb3wPbd2KqZ7EQVkc3glBWW/8wKCp53hvltb7ztmRHOOzcesfKU7/Pt/DQeKbWTsSv8c/Pqg/7+QifBF3t+yfcyp3PTwy/AKUncSOOMVpC1AK9vsopMewvAc37silqAcuI4VR9dnwNADoyhCkVkOoUaGSV2xzqagrkoRxBf1w+lCt5QOyKIQEpqDTG0I3ELkmod+A0e7oIe7IEJEJDvtg2V2oP4sEZWAkaWZQnjAqekSe2KqLTYhD2VJ27sYcbZF36JW6//2NT7pzLnPrqqzhOhx05z39KfcU05wY8HTiHUkhNz2/hYvWGO9UfFR+kyHHju/UTDBlalH+LlPR/Aqlokd5s51xlVyFrAdRuv4ILUm5HdHQBct/bzh9yfZxNqOQs0VBelUbYwEUUH4sMKu6bwxhJcHn81sxuGKQYuW3ubaFwD8ZEI6atJTRDjEMs86FFpMRTyMC6xatB3eprOH/Ujli2EvhFqOQflCAontJJ+xEVMFMhsKVNqe2ZF2ZZPN47i67buK8EvQkCaxWM4GVld4JZ4tKMLoCM2Tr4uRjWT54stD01uPbAU3yuSJV504df5zMAZ/O7mk7CqwohbziuwrGMnG8eaGBzI8tFTfsubM1umnGh7sMqv8Lnel7Iy0cHwUILmaoTdP46Oe2BLvD5DA9V9g2bsZjNct+vrT/saHeuYqMXIbIH0tgp6ZAyRNCKhlq+of6RKGEvz8IwkP/FeQKgsxCMp6nuhbkOVaqNLLSuoNAIKHtrdTlC1qTtzEf2bbGbcVsP+y8OUPnYSfn2EO2KR3C5p+e0Wwr5+lOuigpCmhyP6Es9sXcizlxvm1J5A3fxf/T+0dtEVG9SkZoGlwZc8tKMDPzoVhWBWapiZmWHubGgHCX/TtZJ35VZPlkc391+d3KvLVCfhpgXXsGpWhTdl3sJEXwYrbxHVh7R1jHJCYy8PjXSQkBFfmvH7SXFdGOkuUVCKbWGGT67/G6oNNmPxDNV6mxnrIhg3OliO1qbMbFMDF9a9A5Ey99h1O7/2TF3K5/E8DglC62ehC2QSJ554or7vvvsOat/TLvmKUa4erOFsGaB4YpeJGqwdRcdMqZb8gnr8tKD++/dgzZ4BI2P4C7optbuUmyUiAi+vcfPGax7FJFrA+ByBP6NK909svOvvx8rlCEfHKP7tyWTXjoPWiLECulhCze6mNC1JGBdkfngnN6rHFy18uph51VW8d/n1fKBu2xE7xzOBpfdfwvi2HLl1ktSuCLcQ4q3cRjSRR4d7Zcf3XMs9Rrts3fCMtlMIcb/W+sSD2fdQxu7yrg+A56L6BtC+jzWjh7ApTf/JCawAcht9grTNrnM16U0WQRKqM3wsLyKacJFVo+2R6BN4Y9pED2oK5Un8lKTUOplLLqDpwSryTw8w9PenUeqAoM2n/VqbzE3r8Y+fgbdjlEc+XQ9wRKMN03/0BTaf+91D/t7vyzE+svLVPHLaD49Aqw4N64ISb1j1Vsr3NJDZqvHyinh/BWvTrgOO3Zk/+TxRxSz0tr31mWMtHcq4hUMbu+ee8wWCjE18Vwke2YIOQqyeLqKcMY5kqYYII3T/IFHBRIns5iZTXadURlVrpvpDIoFubTClez0HBMiaYSDU6l3GZxonWnzQMBl6Xr+JUEm2/WoGMoKJOQodi3jdSfcA8MXF/3eol+mgcPwHVnDB2+541CLq2Yl1QYmLfvthcuskbl6T2u1jFwO43wjo7hm7e+bc/1p/FpurzU8ownskcKTm3BkrrsIuCfzGiFi/hVOAwqwIlCC9ReJNaBrvHkHbNjuX56i0K+yCpPWeCKcYImsRYcJGO5Ja1iJyIHIFVmDsB7tsaOdCT6rq765QaYkxuMwi8jSzfmruhYm5aUqtAqdoNBfW/9ORYyecf8rnKHckGFlggh3uhNmuLfOqNEHUUZ1K/4rFfe46+TtTjIM9QYJfl5IE2uZlyeGDdoY9Gr8vxygrj5ckB/dzHjwRvjbWw/WDC+i9dhreBCAg2W9+jyeyF/aUQX4mRbGP5Jz7tXUv5qrbz2fabwXueICyJfnpLt6EJoyb9I/U2mFQivXvbyVKRrTdbJFdX0D2jaCb6ggzHhOz4lRzAr/OaFzYVej80t2EZy/B2zqCHh2nfOYc+k+2mfmjIVTSY/17Y1C0abpPUGkyoptf/8A3ADir58jYY8tnfITazEZ2vNgjTEeQDpG2QkcC5VsIX0IiQlgKIQyjRVVtrKJFbr2g5YZdHP/rbVQih988vAQrFvKJE67nbZmBQ27LTRVrynFwKNgWFnj5A+/C+20Wu6LxxswxvNEq1ubdRBN5hBQwWar7htL/cPqrr2RiusXqLz+zjKVDHbvPBgghLm9+3RuvSC854Wg3BYDqzu3s+vevfUNr/Z6j3ZaDxbGjSHWEsUeBGYBEHHfMJ7UlD719yEqAKFZwiuYGnnjdyUQbtxAODRNkbGME+OCUNE5Joy1zHBkY0S/pgxj2CGPSOBJGRhBSUMtIRKlKtHo9YXcTdLUiqz5OIUREGnvWjCPe76fqSFj075cd3oY8DVyz5Fs0zxxhfEHERI/F6FwP3dG8j2EApvTcWS/98tT7I8m+eEbh+0TbdyJzWazp04i2bMPeMYTQkNlulKuUDcmtFoU5IdoGOWETFRyQGuUpUwLJgjAh8FOSIGWhJdhVTWzUvJQFxU4PecICMttD3HHw0jWyd/ciMhlkqAibM7g7PdydRzbi8G+n/u9T+t5/nv0ibOvo09nB0NTvW/oz/DkV8j2C8ekW+ZlJdHvTvmNXSM6zLmHOZ/Ik1zvU3ffsy+9/PIQJCy0gzHjIRAKZTBC0ZogmF1qm/pYiPH4m1sI5yETCpKFpjQ5CdBSZUruVCqLiIwtVrEIFWQ5Qro1VrGGXIrxxjTsOTlHjZ6EtPsGW0QYyOyIiD0iHeNkam4tNbC4eWdXsZ7sjAczYnbtoJ+MLIvI9gtG5nhm7YbDP2D3PuoQLYq/nV68+g4Fahjff8/aj2OrDB21rophZNAdpo98hsz6kQ8MuiAmEHyEHR+m+dozUVok7bhZdUcwiittEcYvQM7RlGTGpfK+IjQTEhiqkdlYnKdGAEKQ2T6AtsCuC4rSkEX7WmjBhUlWsI0ysqTXEGJ9poS3ws9rcN9KkyOTnB3Sd1MvlJ/2BK0/+OW867m5eMn3NlCPhB4VG1KQezWx3iHZ77Cm34+JElR5nmN7HPN+fDB+o28Z1c6/lrEvuZ3yuZmyBYnz6pL3w2DkXuHDhP/LCl32Ztt9sp+1XW1ne+f6n3OZjCY6IEL6k1GIzMSNGrc7GzwiCpMBPC8KEBEtCpUrTfYLkVodkn48cHDdOXCEQoTY2bwViI5DqBW8M/HNPwFu5zbAd4jESt28kuQvKPTkq7Qm87S5nnvgIQVIQpA0T53tDp/O9odOPaJ/HZ3oEDSGkJ+2hMRfGXGTJQoSCXEORpdN3sqxnJ/UNRUQk8EYF8aEIPTLK63J3Mzs+QKa+RGt9nrdk+p5SO56KIwEMs+zWE7/N8Ama0YWS8TkO47Mc8rNSU2NX+T6qWkN2d3DeGf9K6vcPoRymyq4+j78+CCEuFEKsF0JsEkIcMLonhDhbCLFSCLFGCPGnI9WWvxpnAsKUxApSNtGWbTijZVi3lai4N2dfW8ZpUMsIghedAKctwU8Z0R+7bAwCGShkoNCWmKpV65TAHReUWiSquwW7swPhuggFYy9oxZ45nTDpGNX9io9TCKjWSXpf1spxHzkySsOqfw4b/+7qJ91v1k8v5UVvfQcL73w9RVU1235yKdN+vOuItOupoMNKc9eS/6OpZ5TCrIiJuYpKVxqrvg6ENC8AfWwsIg83VLGETKVQ7Y3ohIfMZtCFInYF4juLWDWFiEx5NztXw59eJUqaKBpKGIeCo6eqO2jLKAlHjjBphMrkaMVGNdV6QbU9Rez6B2m9u0qtP8Hwi7oAcPoNBa/5vgirAvP/6ciM3RWPnM/FiepB7bs5LLIuMPfwmCqz4f3dlMbiR6RdTxXfPe17+PMqFOZEjM8SVLozCMvad9xqRX5xE+mdCqf07GWLPRbVBpsgKfEzNtTn0LO6CLKuEVNzLbRlQaWKVQlNvmgYQhShK1WU7yNd18yljgN+ANUaolRD1gJkECGCCLsY4OY1sTEzxp0C7CrnqEuWSW+cmNLcDGo2990/izXXHjkn44Of+MYRO/YzjevmXsvs+bvw51WYmKcYnyWw6uv2G7tq6XyQklXDbawabju6jT5M0I5G25ixoyGKQTzpY7kRyjWK8Pg+ulhCjEzQ/ECV5pU+lil3hAiNI0C5gsg1lQ+kr7ECjfQjZKmGM1zC8jVCQZCyEaUq7hjUun2GF1vI4Qm8sQg3D25BMe1Xg1Mpi4cb553xr1SabModmrvedRUb33A14akFyqeXeOXLb2frxd/ipgXXcGl2F69Ilhj00/s4za5Yez59kZmzZ9gWXXbpKbES9uAkz2G2sze9Y49tcjD49/Z7WHjiVmKdRQpzIibmKSrdmb32wh7sHiD5yBDFZZ3oUhldem5oKzRYRUiG+CkI44Jys0WYgEqjoJY1+fxUa4R9/WQ3FGm9s4a7did6fMI4sKx9UxmtigmkJfsjanU2wYJuRDKBrtXQlSrpXSGj8x2SawaJD0LOqeBnjBMiPgT3/HIxf9o0+4j1d+ubOih2Q7y+wpbzvsP6F/83bkuFxlkjvONFt7D51f/FA8t+yv9M/z0P9bUz0pvj1OM34Oah2G6BY+MIxXtyvXxw7s18c94PkY9aGq30D37sPR3UyQRbXvVfnHDOeibmRBR7NPkeQaUzvXfO1QrGJtCWoHb2ccTGpiofP4+/MgghLOA/gOXAAuB1QogFj9knB/wn8DKt9UJg/zrnhwl/Nc4EZQF6Ut1eaUTfMKr6qLIKjkMYlwRxIzJXaXIot3qEcTGpiG8iCFZNI33zHiZryhdM6SflQLUliWrKoioVUv0howskw2e2IgNFcW494eataEtgVzWlpRUKc0Nm/PjI5p5eU05wYff+rKQL1l3M7E+uxPvLGhp+mOTzwycDsOm1VzN4bscRbdNTwd0n/B+nLt1AumeCWtaCtiasVBIZ2xsld39/z1Fs4ZGBDkJEIk4UtxG7BonGJhCN9TTdO47cPYiWAqGNU0D1JdAlB1m2cIctU+5t2MYbkaaMkW/GsBVoZKgNzTbUhDExpRpeqbewGuqwbl9FerPFxAwBtoXasQsrXyG1fozu6yZw84bWfbgxw9u/TvNjMfOPb+Wct7+D9y24gH84/TUoFHUyQfcfAmZ/KzzsbXo6ODMGf3rh13n1qfdSa1DUshYyncZK7ZtrnPjFXXhjEfHBY6v9TxdBQhLGJX5bhmpznDAmCeMWWgpk1YeaD0ohqgHYNvgBqlJFSGEcCrnsVM6oidY+ymmoNfZYCacU4eY1QdLcCyvXTWNZw05UwiXVp0mudWHUxZmQoGD2F45uubgz3/suLj7rb7iw+0RetOZlR7UtT4Qb5v2eP73w6zTNGqHWoKCtCZlO7zPncpdZVI7szh6lVh4BTDK67IKFXRb4WUXC9Ukmq1OioFSqqHIZqjXsfBUn72NVI6yaQoamgoOyjNaCFpNOW8VU9JcgxB0PsWrKONKkpPWeKsJSZE8eQg2NEN9dRPqGCcHoOFEuwfmn/vNh726YsCk3CZSrJvPEYe1pP2T9mf/D55sfBuBDfcu4+NSXcEHHCTzyieO44FVvmvr+ye3babMMSyEuPLrtfUVvt4VPrx72gcQbnwi/mX0D/7r41yxbvAWvvUQtI6fshT2I8gXCLdup5iQjr1jwBEd7dqHeKuImAgRg+ZpqA/hpKE5ThEmwywo9MoaVTmMN5vHW7SIcGkEHIWRShBmPMOVMpuYAwhzHzYeICPycg27MESzqQdbXkfjLBmr1oPoH0RJOzWyidnyZhlU17IqmbkNE3S1xzrr4Cs66+PBXg4liUGsJWDuZ2ugIm3Wn/4C7T/g/PtFgUivOefs7eNXcFzHjs1Vm/TDgzlWzefDj3yA/WyHq6/jX3RcB8JbM4FS53nVBibl/eRNf6z9vavwG+sg/m/93+s28+OTV5OaPEKTAz1j7zLnR6DjO7nHim4YZW6DQ9nMn+HDUoY+h15PjZGCT1nqL1toHfgK8/DH7/B3wS631DgCt9ZMb108RfzUCjMreW99YWBbYlslBAvADgvYctawkirGXxRC3TK1k35SIkqFR1A/jFsoWBClTQ1qGGqtmnBDFDgdEkkRbK3J3kTCdYXyOpPGa7fS+fy7W/NNov71CdkuN4aUuVr2P5Tw1atTjoefqK9nyir3vr/yHN+C/VjL990sQVYvkTkmQgZlXb0cBwnFI39vLyjMzbF5TxEHTfOMOTuIyRs6s0d0xQhBZ3D5Z6nJMlTnn/rcxs36ELWP1nN6+ldt3T6eysp517ziykbnL26/nH/1XsnFxHaXWRhofzphyiQ8/MrXPBe3Hc8Puh55xzYQjBSEFODZWwUcVCsjF89BhiFq5DtnUQJiyCOMCJSE2KAALu2zYBqFn8l2dIqR2R9g1jfSVoeNOLuiEAhFpIhcs3+yvWhuxchnabx6n7+wc4aYtyKULoRagNm7F6unCLh/+xcMvN5/A8sQEsH9U6zVbXkzKrrHq24uYd3MflVmN7HrXYiIXzn7PpSR3lhg+yyWKuSxf/jquu+6ppUocCXRYaa5oeZB7FnSzy29DqHnEhkOcWx/ah37rXn8v/oUnHcWWHmZoJqnbk+XxpMBPCWxbklw/gurdjcxlkfkK5I3Bpool0AphOxAG6PoMWBaiWIFKFaohRAqpNYQRRApvtIblO1SaPNCQe9iGZbDlFSl6fl9GRDFqdRLlacL5JRrTj60i8/TwudUv41ON6550v+OvuIzOX+0k1hNQWNRI8bwWnB9prrp8Oh+uOzaUuwejIpf3XsRVXdfRIJN0WGle3vUwNzjz2XVBO6nd9WTXTuwz50ar1jHnXRxRDaBnEjNn97F5YxvK0cQHBWFKMK9+kO3FOkYKdaR7QzNO90ABkcYuBoYmrhTgmCCEACsEbzxAhApZ8RFhBGGIO1hANKYIMjYqGcNdu4OGW2YzcXFAQ3sratN2WvuHCeZ2opvrkWsP/xg5+c1XIVocgjQ09eyt2PHe3Sdz7d1LmD1/F+qzTci/PASnNlA7rg0/LdEtDhfNOZ2N35yF7UR4Xbezyq/wm/wJXN6wCk84FFWV7+bnMNvr5/6ax88GTiZmBby/7Y8sc49cZRuFIiYDzqjbxHgtxo7j0pTajL0wNedOOiVz37+T8TefyvVj3zpi7XkmMc8dZ37rANuiFCKC6twqC7r7WL2pEzkiiQ/W0FFknFqDQ6hyGWE7iGScaleOMGkROQI/K/DTkOgHbyzEHSiCShF5kqAuThSzqM1pw1u/G7sM1XMW0fqXcVa+vZsTu3eS312H+9AIweLp2KUIGR3+Re+8/7cCvyMk21yc2rYtLLAxqOPS29+Imwho+28Pb6JG+ZwFFNuNKGrj3Zo5o5cx76oNqHyRh3++lBeMzmf0ggoN2RKDg1nkiAMSbs3P5b5fLSJyoTanyrlz1/PfnXdMnW9MlfcRZ3w6WBOUKSuHr3Xcwldix/PtXWeSn2bjnDGHxNZxxPqtJtVsbByRTjHvql2s+/CxF/h7HocFC4QQjxZK+W+t9X8/6n0HsPNR73uBFzzmGHMARwhxK5AGvqa1/p8j0di/GmcCQJAyjAPnxAXoUo1wQRfe9hF0Ks747Dh+el+xIZjMVaxCYlCTXZdHFmvIbILx2S61HARpEJFAhma/qgdhwqHYMYPchgo91wQMH+fR+8a5NN8fsnO5QJ83zLYHOmm9A4ZeAql4jaXXfooHLvqXw97nC1/xBlL5UV7z6z/zb//2Ktr+byMkEqAVYe8urFQK4TpGJLKhnvdd8FaEUqg6l4aHCjSsFii3juSWAS5OvQqUhnKF1oFNjJ63BLfF5sFqjoSG6jPg3F/ixnht2718ur4Tp2AzOt+lXoC9hwI2iQvaj+exjJ5ns6GrJwrIag1l22jPQo4YdazKkmmGtgimFvfk+A2FUd+2aiaK1riqgj1eQVQDomwCv96j2GahbLArJvKgJVhVbeoiz8uQ3lpCln3av78W0mm2vjyLiCDV20Djz1ZRvyY9lTpxuHBWfAhP7H0w31ix+fRn3kH9rTsId/VRkILkxSGjp7RSywqUbSITg0st9MkZwqQRR13/zjQzfvku6labPhZmKayyxJ0w+hJr/v7o0NFvXfgbLomfy/1yNultLu0bWgh37t5n7LrX38t58rkxdiPXqL8jTA3t+M4C7oiL3T+OGhxC7FlQ1HzwPKTrQrWG1gpdqmB1tBGlYhS7E0CW7MPDMJ4n6h/EymYg5kEQINdP4OWytAzEyM+vQ4aae758IuE5IZtfE8PJS+wyHHfBRl7S9BDjUYK33vtWvnvSoYt8HipO+PxlhEloWBvS8ec1kE0j/QihHBJDCj8l+NG/X8gPHOO41paJJE77yS7C9jqEH6FiFpsuifGRc3/Pe3K9h7V9/zneuc8xm60U35/2Z/5zfO7U9k80bKCqHH60rI5SR4zYSJJYdyfhjn3bsmfc3qh+znnyNc/acQvQ3D3G4A5TKjexW3D73fNRjmb6/T7uSBlZlzNpObaNHMuDNJRppEC7NiKI4WfMHJXuVYhI42wdRFcqaKVBCkS5glso43oeUTaB6mym6eZeGh5Io3b3o5bMQe4Ywh6v0H9WI2G8EfsIaCdU6wVBWvOK7oentj30hROYf28vVGvUjpMMXXYKMjL3s9GLgtG/OY7G3xnW5pn/+24q9RIk3HnrQqJ0HBW3EaHC3jFE1NZAuTOBtgSf2taFHCnQ+9UkD5381J2+PynWMRBk99OGkkh+NHgq47U4g9d0Ieqh1KWRgUu9OB77jw/sM+fmvn8n533/uTHnAvxgxm+57O8uYOWvFpBYE2O130ndAw6ZnSHCjxCzexClKlSqyMZ6qPlUlkzDT1sEScHYfIFyNdrWeGMS9/Y1YNvYj5TxZk1HJT1k4BDFLSrHddJ2R5VSu0uif5hVr5zGxks7aPzqIP2b5tLzuwjlCgJXItThdSiEcRC+4INzb57adtE9l5G+JsXcX65GRxFi1jSC+jhamuo+kScoNwucEmx/+xwj5uube6DpmjhaxGmWhg1kBZrGu8ZhaBTd2kDQkGRnYRrntC6g9xybjW+4mjqZYF1QmmI0PB0sdBL853gnn9u+iOXNq5HxkFK3wPJtglQ92b4horEJotExGDW6JLM+sJPzPvCaqTlXui43VH/0tNvyPI461j6JAOOBrO/H3mA2sAw4F4gDdwoh7tJaH/ZI619NmsMD/2UUT6sNgok5CcTwOGHKQic8ijMyCGUWXUIZYw7BVCqDFiZnUY4WCFrSDL4gjbaMIE1qpxGnSe2E2DB44ya6qxwo9MSoNDrEhzR2FeIDVdpvEmza3EayV1B3Vx96IMbM3AhntW/iQytfe1j6uu3SjwAw7zuXcf2vf8jvb/4/3pIZpOW7D5pc5N19qL4Bk4+ciMPkS6fjqEwMlXCRhTKyVCNMOdjjFUgnoVRBDw4T7tqNDgNit66m8ead5O7cRW7lMO1/8Q9L+58Mb0wPI2oS5UJ+tmLgJBe7vu4ZOffRwA3VHyFsG13zTZ6ibaHr0ujTF2NXTBkyGRoBxSgGaJN2Y5fBLWhiYwqr5IMQ+B1ZgjoP7UgsX+NNaGLjpryk9WhNQAVBxjNGseeaEn2tIcqG+oeLYNtYhQpoOP/Ufz5s1Ntg0sCb+93LuPi0l/HVcy+i7terQArk0gXokxYRJCVBUqBcCJOm3nkU0yhXYxclTl5iVSQ4mvHTqhROreB2luh+wU7qzu2jOq/KRYvO5sz3vZsL1l08pbnwTOAnxTpaY3l0c438bEX+xL+OqEKlXhrNmIki9niZcNt2o4OglFmQuQ4k4xCPQSqBiMXAkuhMEuVInLIiPuQTZQ0FW8Y8s38qYZyjUkCtBlISH6hNMm0EyU022lPI+QWSpwyzMLObN6aHcUTEuJ/g3Fs+fFj69+lFv536/67avlTYtj+P0XFLgeRdWxCtTaiGDLUGD2ULlCOM1klFY02m5tbqAAFDL2pn4KQEW1+ZZttLEvT8LuI/fvRSTnrwNXxzoo0x9fRzvN+640weLnYd8LPHOi3OT6+ipcGM3YGTXChV9s1BfxT2OBUe6xR7tuCmc66iGthYmQARmTRJb0iS6LUQWhutj5hn1NWVgsjonlCrmeuiNeUWG6tqHAnuRIizYRdqdAxdqqArVfADEyGuVKFUxuofRRZrxpm2ZiP5X7VT6owzcVo3Y4vrGD8uojgrws/CGa+6kjNedeVh6es93/8wQQoa5g1z1+h0bqoYMajk9hJhRwPFU6YzPsNDuRAkjKheFDPMzFpGICONXdH4KYFyTH59YX4DE3NTjM6LMzY/QdTRgDWcJ3ntg6SuexhWbUDt7iP+yyxXTzz1OfCRSvvjikz/YNqf+OXs31GYqchu0Wipyc9S+GnrOW0vdHX0kZAuWyYaKHUpwgTEtzskB5RJswHjSAhDCAJQGt2YQ0+yd0cXgXI0MoDkDknzf9+L8MxYl4kEVGsQaWTFR9YinEJA5EmSu31URxMUisz6wTA3Lf4x17xsBdUGm1rWwk8LtBSc+rqvcOrrvnLY+vvRc3/P5/74CqZf+w6W3n8Js5uGSAyG5t6c24N2LPysQxgXVOvE1BhWjrEd9sy7Vg1qWUEtJ8j3CMaOU0zMEuy6sIn8WbPwm9O4WwYR2/uI3boauvZ69QK9dx6cedNbn5bOwntyvVwz53rek+ulvr6IdjXVeqhlJf7xjy/avmeuVf4zY4c/1yD0sfU6CPQCj354dwK7D7DP9VrrktZ6GPgzcPzhuF6PxTPuTBBCdAkhbhFCPDKpLvmBye2fFULsmlSdXCmEuOhwn3vVVz6En4FqnUDXaihboD1DRbQC8xC0qiACQJnJxSmCN6GRgQbLYmxeAqGg8aEqTQ+WaFhdJbfRJ73DJz6qcAvmwRp5UMuZig5aglvUjC5M4uZD6h+w6fhdH3pkDOnDuB/jM82385nm2w9rf6ddu9fY/EvV5N5jWchsBmwbNfmeSIEUKM9BuZYpvWZZiEoNb8c4ev0W1JbtRP2DEEXIeByERFUq6LEJdKGIHhrBufUh+qPiE7To8KFnXh/+jCrpaRMcd/F6tr9rrqFFP45xC89ewxYAz0V4RowuSE2WxwNEqLB8ZXJ4MVEjq2KcCMl+RWxUERuNEKHCb0gQeRZCaaxqRN3aMuntVWLDPm4+xC4rZGicakFCUKuzCdOecWJUKlxz4dfw6xSy6qOKJbTnYBWrEBnRscOBZsuIbl37xi8zeno7+WVtCM8jaq6j2hSn1BU32hD2pA7KHkyJSxonoAwEzrCNtTuGsylOuDlF30SGrtQ4S3p6WfflWQwvllgvG+d1X/nIMzZuX5sa402Nt9PaNEHjzBFmXL4Oqy5rxu4T4Nk6du/79ocJ0mbxIaIINTiM7h9CJhII2zbMBKUhDNFSoj0blUuD66L9ABVzsUfKuGM+kWcRZD2IxxHpFDqbQtsSHNsYu1KC1ljlEDcfkhgISe3WNN1p0Zgp8oaee/lYg4m8XprdxVvabmd565rD3ufNfjPfybdMvRejeazhAtH0NqJ0nCjlYVUVTiHEKUbY5Ukjf9KIaHooJLtVmdQlG6K45tSz1rDtb2HaNx6h+S2jfP62i3nH1semRx48FIpLe0/lzj8uYqCaPuA+Z6/Z9/inxyQv6VhNa9ME8y/ayPZ3zcWqyz7hnPuEnx3jSLgBPS3DRDGjjRQbATdvdBBUzAQiiMfA88BxJh0LhnGgHQu7pkkOhqbayGCJcHAYYdtgSZTvExWLxrFQraHzBdToGGpXn9nvuNkMrm4mc9N6fviVK8m9Ywfz5+/kpSc9SHlujdH5FqPzrSfvxEFi7kWbeGnXajb9YQbXThzP5rBIlHTIz0wwssAmSE7Oue7kvDu5KFUORI4Ro/byisZVFeKDAcmdJbIbi6T6Q7QUaGuSOWjbCMdBRxEynSa7scwPPvuSJ2zbPw0uYpW/Lx3jR4V6Xrj6FfzgztOe8LuOsPn5S79OertPbFAS7yqQe/8Odr71ie0FK53mwuzbDvr6HWuQSI5v2AXJEG/UjF3x6Gd0tYYezxuNmloNv9nMAXsCaU5RkOwVZLarvfooUWTm2EghS1VkJcAq+FjFGlFMUurwGFmSIX/2bPSWnXw/P4OFToL+8wPCmFnI26WI5K4qyV2HR9RQTytzdmIDpEJmfy8gPxGn4Ht4N65Eze0mzMYIMh7lRotKg0TZpn8Iw5rbo3/iFsAb18RGFd64JrtFY5Ulcl6B/ExFvtsi3+NSndeG7mlHdrZT94c4879pqp4d5xon96yb34K3McavJpbx8+L+aaAf2H0SZ695Oe/dffJB9e/eE35O57Rh/PqI0nkFet8TYCUTxqnzOBC2w/nu3x3ytXwezzrcC8wWQkwXQrjAa4HfPmaf3wBnCiFsIUQCkwbxCEcAR+NJHwL/oLWeD5wC/P2jFChXaK2XTL6uPRIn1wLq1wUIx8GqmCeiXVHEhgPSvQHxUYVdNU4EqzpZDrKydxKuNELrLzfhbh4AIYg8SbXRptRmPJ8y0Fg1baIZkxTsMGZWOpYPY3Nc3IKm1lOPntlJok+wc7SOCE1GxlH9cw5LScMrR2cCcPyXL2Phf17GP7/5LWbRksvCpDq63dQAyQQ6nSRoTuM3xIg8y0y2lkTt7iPcuBmZzSCbm7Dqc8YZkZ5UWRYS0d6CSCTMAyYe44IVl+/34D8SuHnhb/n1mf+JZ4fErIAfvnuFEQ1MJRG2Y+jSzzHocsUYq3tycsVkidJahF01CxKnYNgxbsE4GeyKwqpFoBTucIn4tjHc3QXcgSIiNE4kGSisaoQMNTIyVUuswCzKlSsRrU1g2yx0Etz/yhWIsQLBOcczujhD0JBERBFy3VbOsy7hPOuSw9LXN378I2Q3lUj++l5DL8x5yFCbCF9JGbrt5G2pxaQTwTbRJ+1olK2JDUFuvcYugl0U+Ouz3Ll+Jg8+PB2qhvauo4jM9ojTf/kPh6XdB4NlrstX5v6MM9q28NH26ymcMxeroQ7pxUzu6pM4Fp5t2BPZlZXAOCArVcNK8FzwXHQ4WclBgkp6RBnPLMjCgDDtEuXi+HUuQcpCuRJVn0I3ZI0jYQ9TeZJdpTwHbUukr3AKAfGhwGjgfL+VD9Rt20dhvsce4f6Jabz8tvey9NpPHbb+vj49OlWj/AeFRqKOBoKOOkRtUhtHa4Tecx8DwlRV0bZJTbLLEYk+n8SAIrVb0XKP5s7tPXi9DiMvnWeuqaXJuU+dmVBUNR4eaSe9FR7a0smI2p+dMzCxv5PhEw0b+OrcnzI7NcgP373CjN1UEunFDNPtsWP3WVxhZ26d0apSDlNOVhlMVsPxLFTcQaXi6FQMnUkYdo0ljSPMtbFqespBpDduw57WhWhuRLa3IuMxpBcz+c9RZBgKYYiu1bDr64hSHrEBAe3NlLTFdXOv5dezr2F53UM0NeXREmJDcN7p/8J5pz/99Mi87/GjX52DOqHAr+5Zxiv/7XKGTogxMVMQxSajZZEJsAhlGGGRt6espdGksqqGARffPILc0Y9YtQl3zKf+W3cgH9qIGhpBVaoQRVj1dahprYh715K7eRPHfW3/UtSfG57Pa7a8mHtGp3FDcRE1bTzmO8ICP+k7md7eBmTpyR0qy1yX7ctdYqNQHkhRCDzSLx54QnshKhSICk9PNPJoI2X7B7Two5QDiTjCtgn7ByGbQTnGllCOQAQCd9z83m4+Mk4v30f7kxGLKIKxCZgoIKs+olxDKCi2CSpNgmKbJDhlAd/94ksB2HL+txk7u0K5Q+NnLey121GOxTkXfIlzLvjS0+pjVLO5ozKDttZxiv9Y5NSZW7E/V48+cQGljjhh3DIM5EkBdjBjNvL0lDCqXYXEUIRV01Mi67nVE9Sv0WQSVUiGFBb72FWNsgVhysXvyJLbVKVu/d61wfUVl9jaOO4EBNriOO+xQWK4Ycs8dqxr5dp7lhx0H/9y3K+YOX83fsWhOVsgKpWRXe2Pay88tnzv83huQmsdAu8FbsA4CH6mtV4jhLhUCHHp5D6PANcDDwP3AN/SWq8+Eu15xp0JWus+rfUDk/8XMBfhGeP6ahucQoCuz5n8La2xyxHuhI/XVyDZW0WGhklg+XvYCpMThusQJkDXfIh5yFqIU9zjeTe7WDVl8gkjY3h4Exq3aLbZZUVsTPO2T/2G7Re4yNEiyX5FbVeS1254DYOT0dGKrlHqm/a0+vmttaeB0jSu8un54S6ctTsgm0EnPXR9BtHaRDS9jbA5Q9iQoFbvEsYlItKIQEHVR/k+dlOjoWRGEWp8Al2tobpakEuN/0d7jsn9TCWhp4POH27kjSueGnV4pV+dMhgOBse5cT4x5zpavDxL3BjB7HZEazNWNoPMZbGbm/abaJ+tEd7rev8NXAfhOpO/UTQVaRChYRrsMfa8gppapEjf5OqKfAkxVjCl9fJFxGieKGETedZkmVMJYm8+rJwsWaZcSdCUQkzvBEz5Ip1LMdHjUmoTFLs8Kh0pRCKOdA6fBEtu9Tj67oexujqpdmZRjjAK6coY83ZFT+UOa0ejLWMIKE8TeZooqVAexEci6jZF5DYpOm8NaL1x73iQNZDpFIneEvO+vPNxWnJkcIpn85XWB1joJLjqyn8nmN2OrM9hZTNYTQ3YzU37fefZOnYjzyzGGJtAeo9SZZfSCOEm4hCEJjUhZqMtAUojbAc/axOmHGoZSeQJwpgkqIsR1CdQnoMIQghCcGx0zDElI2sBshYiSz7uaA2rpomN7K/CfZwbJ+tUyLkVhNAsu+4fD0t/d0VmETLjt+/kh2+5CLQ27an6CKWwKqERQZVQy1pUGiVhXCAmmxg5kiBtk1kzSnprBT8lCfIe1Tazw3UD3yCerbI49dTL995caSR3uUWqP6T5Zpezv/aR/fZ5+7w7D/jdkzyHDzbcwRI3xle/8nVEazOyPofMZbGaGg445z4bx+73T/42tlRYVXDzk47WUJuqTynbpIHFbFTMJczGUEkPnYqj4y7KkUZ4saaI3bEO2d4KMddUI/En09WiSedSGBonMRjGX7GEs3UQvw4mFtXx0ms+CJgoe06WOa11K5WZPtUGqLTEEEo/7TSzZfU7mfHjQWZ8osz8T2+l45Y81YZJNX9MIMQpQnpHRN2GwKRuliZTOm2juaNcSZR00a5jnj2d7ew+I8HEm05l7NWGWSvjMVTFOMX9hjj6pAVQn6NzxX37tOeSLefyvQdOZdXuNnaO1vHb3cdx6c4X8fXxbt60/g1k3CpywsEuCeb84NIn7Z+cVkb6gNBUA4dZ2WHDAHmMvfBYPBvHLYBs3UAxdKFimRTeyaGmbEG5xaU8s55oejvWcXOpzKgHzMI6csxvKkPz8obKyIQpA6lqVbTvo8YnUOUyulA0KQ/VGok7NhIbM8zeMAnjczwafvMIc/9iKn58YOnNRHUhhU4JHS0EaQstILZy29Pqpx0LKERx0p9KUL6hmdFLUkg/otoSI4ybKkJBQmJXNV7e2AwiAqHEpIfMjN9qnaTSKNGWIL21iF6zkVSvT/7OvWPCLSrjmM46FLo8nN3j1N2x12HwqUdeQcu9PlrCuek1B9RQiMd8ZCBwR62p58TB4O+7b6GrdZSGWJmBX881bGKYshcOFIB4to7do4ajXb3hsa+DabLW12qt52itZ2qt/3Vy29Va66sftc+XtdYLtNaLtNZfPfQLc3A4qhxEIUQPcAJw9+Sm9wohHhZCfEcIcUSS2iIP7ME8YUPCRIZqAc5gEWu0hKga2lZ8SGHVtGElFE2pJ22bNAC/KULP6MBvzyKqPvb2QdJbyqR27Y2Y2mVFdmtA46oqif4AbzwiNmJo5N5ExDuzfXSdsBtUZPJmkxGb+5r4+sgpFFWVuPDofRqeRdU/BzaksHuHiW3oh0LRRE0AbdtE6RhhfZJaY8xEnhV4oz6JvgrORBXph+ikh4zHTRSxudGIozWYhw6rNwFwY/RTooRrooKASrhUF0+j43d9nHXpO5+wjRVd40ujs/jS6Kypbe9c80a+NLKYr431HHRfA23TExvmrlrIwEd8yrPqIZeBTJpwVgf6xOdGyac9JZVEKon0IwgV9lABa7yCVazijNfIbY1MNYZJI9YuR6YKiW8sCZ1NgtaooWF0qYy7ewK7FBCkbMKUhbKEEQkrRDgVhVOMcPIBkWehUo9aBApBpQVqDZqxOYLhRTbhjHZYOAu7vZXlXR942v0tzshgd7TjT2sgSEoiT+JnbPysTaVeEjkCNIZ1UBJI37xHAK5Cuwo5GUXTk3bD2BxzD2y77CNsu8wsnlSxhBwvEfbuYsaNR4fWepLnMPTRKuG0FshlUG0NhLM6sHK5o9KeIwGhQY2NG2eY6xBNmPQok3cv0NWqcTb4Crvgo/N5ZCZFqdWwEcKYoNwkqDRKys0Opc4YQdY11Rx8H/wAtDYaH5FxEmMJpB+S2lk15fcOgJfVP4ivLJY19dKdGeeVt//9U+rfo9lkF9z7bqb//h3M/EmItXoLsuwjahHalkQJhzDlEmQcgqRFkDKpDHsivFpCtdHkGOstO7DHSthVTeufjbf63u8aR21lKMH/9Z7wlNoKcNXW86h0ZSg3WThFRdd1I/vt85H6zfu8/+jA3vMlhHEcLnNdyrPqzdjNpFFtDc+ZOfeKtctRWhAfwuRgA5ErCBOSIGkYiWHCQcXMb6MtgUrFzPM16SA0uMNlRCKOysQhX0Tt6kcNjYCQU4yEPTnOwnWRmRQyl4Fajc5bfLzRkK4b97bpFM/mkvq7ydSXCDIwssii2J3Az3n7tf9gsfBjKyhG5vs67jL40tkMnZjBKZq0Dqs6mdogwC1EeENVkv0+bkljl5kyfJUFYdxC+AE6DCnPrMfN7z3PDcXvI2IewnVRxRLe7jzKtSAIkZ3tU/utC0qs/NMc0g97WA+n4OE0vetb+PPGWXx/yylYQjHux6mbM0KU0NhFwdL792fE7XhUOcoTu3Ywdpyi40aJFBopNOVXnoSOu/vYC8+VOVf1z2FnqQ5v0MKaLAcdJozTMowJKs021bY4UcJFRhrtSJP2K43uhbYmhXO1NkKjYNgk1RrCsoyGUxQR9e6GKEJ4Hg0/vJ/276+l8aGA+LCCKCJ+h1lQvy+3gxPmbMfPgvIcwwbeXUDli1wQf+NT7mcUWHzjF8uxxkt0/Gon/vRmKq1xwz5woZaTVOske8rC79FFMxWsjM3waPawDDSyVMNqasBbZ5y1297yMba95WOIwAz0yBH4GcHui9qM4Ook8qsb8PqL+DlwRYRi32fO5rCIJTVRJiSMa8686QP853jnQfXz4Uo3E5UYw5Ukn11wDYNntyIzKUinpubc58rYfR7PThy1ag5CiBTwC+CDWuu8EOIbwD9jHk3/DHwF2M+6F0K8C3gXQHd390Gf79wXfYGxOTH0LM2ui1tpWlk1nst6szjTUiAiRRSziQ/51OocQONnLGpZSX46uPkcm17+H/ByOPkzf0/XG3ezelcbM/7uYWLJBNg20UQeK5MmXDyD/PQYdkWTfXAQvz2LO+ojQsXZa17Ojl2NzBcDOCXFa5bdz3sa/kyPnQbMom2N38KazSfwNzMffErXN7UDqBhPMoCwLVQyRq0lQaXZQQsI44LYqCS1rYQ9VgStCZuzsCcaYU8Oj0IRNZE39d6TcXSxBKuMGGiQNTtbu/qR60rEGuooLWym0mhx5vveTd/pgk2vNU6yGb95F+6IRXajRjmCyDOCTt9Lnke1IwAtGGtN8OnGg0/peU1qApggrwKjCn0ynPjZy0gORMiaotDl0DI0nXDz1qnvHC2V8ac6dmd/cQXJ6Q7xnc3oSCMDBZaASojOxI3hqjSxwSrxPvMAk2XfiCY2J5G+oDqnFXekjGqrJ+ox3nZ3/S5EY5ooJk0Od1UR2ziEHtlbHkwk4shpLchKwMcHjueLLQ8hQkWtTiPaqgShQCQCNjelsKqC+FCOZJ/i1Nd9hTv/99BTB/5zvJM+P4ddUehcCrvo43iSKG5R6LKJXJO3K0JDT4yNQsWGWqMCa5KpUZOQCQhTUGm08FOCIAOVFsXECXsj1FLB7kuXULchRB3XzNx3Psh77ziZf2+/Z5823VSxeMfNb6XjD4YuGTmCkcVG9HHLq/7rkPt4IDx44k+Z/5E3kPxDG3XrKoQJm9Ir51P33X2jw8+2sTvt21dgddj4RUFzKolobkTt2GUM0j3pUraNiCJwHOydQ+hSGZFNo+rTVBshP9Ms1hof0qR6a9TqHHafBamtDi35HCJSDJ6UpjBNQ2eVsBQnt8qh+Z4SVujjDBXRnsO2sDA5x+7FhXGf83tuZkxVuL7UxV8m5j7la3S/77PMdZl26SDRyOiktowwL0ugLQc/51JutrArptSwUzLR7lKrhEndrEqjID6sYdEsGCuS+/mDyFyG+huBd5h9Zl92H/bcmbzrf07jax23EBcHXkzO+t9Lab5PEx8OQRtHxUSPRDlgLzSVXCLXYmxOA/PveANL2nbTW8xS8l0eWPbTqeMsX38R183dm3mYknudi7d8+1vMv+MNNP+gCXfMZ2xufL8592jhqY5b1T+HTreO0xu38LOs+V5iKCKMSaNRM+mckoGxHaxqiLYtwoSNVYuI9U7gt6Zh3VYUMP7imYz8bY7Z3/TQcZcN76pHO5q53ywgNu0kWjjDMGp6B6kt6sKe8IntGIfhMconzeD35RgXJ0yeeY9dJYwkQatPWLDpb4TcGoel714xJTR9SNdIw0OfX8L4y62pqlSWb/7qPfnlMaOcX2m095a/jDTa2iMgqnCKpmw2toXuaiN+10aEnm3S7PacK5MxmgnlCtHaTSaaNb2bobPbpvZ55b3vxhuF7NYIbywADVY1pFbnMXx8A32eCQoFGUUsL6i2RziR5JODi9lVyWHLiG933U73o+71H/XcCj23sqDzDeSAttgEf/fl77DZb+FbK142ZS+UXjmfpj/37zN2L1z8Ka5/+PBX2noyPJ2xC/D3XTfzzy94Cc5/NOBMBPh1rgkWFCGMSSJX4jd4aAFBSqKlwK5pYoPCBEctkANjlJZ2AZ3E/7ASu7uD8qI2BpbaZLZpGm7ejhoeBa1QJy5AlnwSD25HFYoQ80gM7Q2x/mLmjSwYaIHfgZ+2qDTVk8rFcYafugDynLevRnZ1MH5SC1ZNoyxBLSdNRbZGU21NBhBkNHZJ4o0YdnIU08aG8AVOETM31oNTFhTm1SOjOspNFlZt77nChLlGxiFj7pGoPsmSe1/Lbcu+R2oniCAiPggf/8S7ya4eRW/cho4iKi85ET8lKb6ihBCg6gOWzdpBuzN2UP38dOMjvD53Lx/d/kr+lJ/H33/kF3yl4VU0P+AT2zLCxMktqNnzyf5gX3vhguSbuKF0RCoBPo/nsQ+OCjNBCOFgHAk/0lr/EkBrPaC1jrTWCvgmcECFEq31f2utT9Ran9jUtJeCtHzOx3jxWZ8/4Ple+PIvU21wiTywJicP6UcoRxAmbIK0SxSz8etihEkbLY1CsVVT5Lsl+RmQWDBGuWPvQ3HPQ/slc1YjXRdVraFre2eevlPjDF9Qpf8VZtv4nDiFGWlUzGb45nbq73QZO73TsBVEwP21dm6tCraFBdYEZZYnxnlRfJjx3QdW2n487HmQhHGIJvImP3dSdTrMxQiTFrWs8ax6E6YKQJRyqM5owO+qN4q+cvJlWUTFEuHQsBEqchxEPI4KQiPeCOSnOYwsTiIa6hExD7Wrn3hvEaesSfzyHlRsr3c2s96i86YasXGFsiGcFLZyx8Eq2MjKUx+OGRmf+r/j9VvYfaZkdJ5DtRETpTwG8Hhjd+ZVVzHzqqsO+J35v/p/hElF4YwKxVk5/PY0ypGohIuOeyjHQlsS5VlIP0JWQ2TZR7s2UcojikkmZiWoNhjH0B/u/Kd9jm9vHyA/zaJWZ1NpcoiaM6j5PUR7aqhbFsq10K7NrzYYqqra3otVE9huSEfrGEvbe2mcP0xy8Sj5xT5DSyTDiw/9t1T9cxgNU5SVS3zTMEFTytyTCYtKvaSWM0r3UcxoOuyJ6CobsEwZK/SePHTwc5ogKbB8sEuQ3iKxhvfSAdtuGqbUpdl5nmTgJAsxZzpr/mnxlJr5Hrzztjcz95tV0r9dSe7GjdQ/MIKTF6S2S740Oouiqu4TBXuqeOS0H9Lx+i0ML44zOs9B2Ye57ubTwIHG7qwrVrDkveb1WCz41Arm/vMKhK2xysKk0DQ3Uu7JoY6fjVwwG9VSR9RaD95kVYdaDV2pGNp3PGaYYxF4o+Y63P0/JiofxiWx7gITxwX4WRe5qZfW/30Ed2aB06Zv4YWLjKNTPvAIetN2k0JR8fn68FkH7JtE0iCTzPP6Gaimeflt731K1+ibg+b4OgynokSioZ4o6aFcG+XZJLaOExtTBAlpKjnU9KSBanLzhQY/A+VGQWFGCpVNIHs6jbiftXdcyhPmE67fzK7XNrHwl+/nNVteTEXX9mnP23eeTtcfQ9JbK8TW9xPbOoI7EeGUja4K2izKIs+ctzYRY6CcIuH4zK4b3udYj3YkHAiPnPZDdr1QMrw4bubcYwSPN+f+eNMLHnfOVf1z+Hkxy88HTmR3NYcIwKoqYv1lYsM+3lANb7hCrK+IrEZYZSMeGiZtvL48zo5hxFgBu7iXXXj3D8zY1QkPMTRGbEhCPGLzxyaFdO9bi/BDdHM9Xu8E1tA42rEgl8HPWsx09jJH7q81kvR8vEwNnQ2xO8oUpkMU55Cx6KMrsKqQun4VWk7aDZ5Ru6/VgZ/DRJMdQ5UvtUnG5yQodDmUm+WUcKiWRuBPOQK/JU3QGEcVS7g3rTSMsox5/gyc38HAy2ehymWsuizSsdGj42S37B27tb4k6V3KsEDihpkkKwGxgRKxEaZSSmNDEm8UUFALbFqcPG2xCf698+b9+rkH1cEEL+1cxeebH+aWwgLemtm2j72gbLGfvRCtXn/oF/Yw4KnYC49mSO30G+gfymIXzRh1iiFOIcSqKdxChF2OiFxBLWsRuQKhNM4klX+PoPF1vf+27wmKZSr1Fn69Znip2SQb6xFzpgMgNu9A13xkOoWIxbCq+0bn3z3/NkpdSVLbSyT6fLQtUXGHC5Z95pCvT89/Xknp4hNQu/sJEsKkg6WEKQHfCJXukLCtRphWiNCUugxT4Gf1VNW2PWmdfsYEKSr1wlRNSBn75dHOhMztW/Ezpqykn4VyGwwtTaFvreNVG15FkATyRbLbQnK3bKY4u47Cy5ZSu3AZ8d8/QP2dfYi1KVO325dknAoxefAM5Jl2il/MvJF7hqbx++HFnPnqB9i+3KEys4EgIQ9YAUBVjrx+2XMFgmemSsNhrOZwTOFoVHMQwLeBR7TWVz1qe9ujdnslcNAiEe+6780UFzZh3b+eC1Jv3uez5S2XERuoEL1jmIkTa0QzyzRftxXpR4QxYerqpiyzyM5ZhAmLKGEo337WIkpAFFd0ZcdZuGgHs355KXarofn/5ox/Z0Xb/chsGqupAdndgT1nBtePfWufNly34UuTE5ykVh8js03RsKpMEBeMz3IoRh6/Hl7KT4ZP4ZriQv5Sno0nHDIyvs8i+WDxk2IddhmE6xhmQiJuylgJ0NIwAtCGlhl5gmKHR77bpdhpFqdWoWoeqlJMiWqJSeN+j+jfAaEUIhlHPbiW3MoR7NZm0CZi90+Di0gMmHSRMG40JqrNmmqTUdKN9wuyGyS/u/mkQ+7vHuwpyfab2TfwwjNXUWnTBGn25qMeg1g+9+PMuXqAOd/oZ/nsj+7zmeqfw9/MfIh0zwQbz/4eqU3jWJUIv85FeTY67qAdU9dbWQKZryBqASKIKPakKLXH8NMm19xPS264//8BcNOtn+SmWz/JwMtngecRxmDwAJf9+onvoFrrse5Zi6j6uA8kWROUEbaNXQbPCXlL951c2norL+lczSumPUx31zBRZ5WgLqLn6oMvXXbzNhMRDrRFT2wYwpBKk0u10cbPmFKQURzCpCZMaFPeKQmV5klWQkwhHGV4TUqgfUmUVJPOpCefoJWnGTy9gTBhcdnP38U15b1qye52D7l+B7LBZF6JaoBThPiQ5vvrTuHl617Da9e8hY8PHE9ePbWH97ZJZ8RvZt9AYZai0qYnnSLHrhr+9I/fQdu1u2i7oW+/z2QNaq0hXrqGXTZicQDlFpvRBUny83JU2hOEaRc9NEI4PEo0OoZwHERrs4l8+iHtt5nrufkfzGLspps/gfQ1sxuHOXvRehIP7TSVHB6Dh776IeT0bsMOiIwA6W/XH/e4fRlTZSwUGafKRC32uPsdCHsM+CXpHYBxIOiOZkRzIzrpTVbKsYwWjYLE7gpORSMibYzgpJlTI2+yXJkN1SaoZSZ/+8ITRO4qVeb/xwjjn+pi0S/ez+eG5099dOuGOQQpC1kLCHfuJtq2A6uqCD2jXO6UTPnYxJAiPqihJgm1JOX4TEuOPv45HwdnnbGKwixl5txIHbNjd/ncj/OD05cecM7dvaudlX6VG8cX8vDODnaVswgNzkQVvfIR7DtXY63bjuwfBa0J6jzCrEsUt/F68yYSWSiis2lkvsoNpf+Zigxu+tiHmFhUh5oo4E6At8PFWp/k+onv7NMGPTQCYYRKeqhsAm88Yp3fPPX5deOLKVRixFyzEPFLLkEuQgtY/KH9HXtPBMs37JTtH1lCYkBPldsNUsZpq1zw65QpvztZycHPCirNwiyeJunj2hLISohV0/h1LpE7Wb3hCQQ4heMgm4znyb77kam50y4LSi2ScrNkfKbD6HyXvrPrGHxBjlRvQGarGbupXk1mZ4RVkdhWRELW6PZGHpelA0ak91srT+fXpSS/2Xwc/zR48j72glA8a+yFx+Kxwt0z3EF0KPG2j2Bt78MqhSYQYQvscohdjqjWmRSy2GiENxoSH6jSepeZbx642gTM/vzby/nzby83aa7ZtEnfGdvfDrzxtn80KbFao5vr0fUZ3Hy0zz5vyq5l6ASJHJ7A/svDWMWAKOURpj3OPfvAwcAD4biPrMDJT+pBtDQTxoxNqWxBNFnyMdZQIZ6qoXKmvCt7qkA5ZhzIQBhBUW22h0moNQLCBLnu+9aBtb/KnZpaW0DYWWV8vqLzZ9vYfUM32S2KcHcf8S3jFE+dwcR0k8YmfYXV0wWWRePDivhOm8R2m40TTayuHFqwEKB/KMuDd8+iFHpc/ML7yU9zTcWZQB+zc+7zeO7jaKQ5nA68EVglhFg5ue2TwOuEEEswy4FtwLsP5aCx39yNAoRlTYkR/eHOf0J1NrPhLQluWHA1H0+9klW3z2Jw+XTqv3MX9oyTcSqKxPphooYUfjpB5AkjniQFkWui54/GtvfsL1T1+5V/5OJlF+yzbc0X96UbRp45VqXZxi0oZDWg8cEJdp+V5YzMBm7Lz0FpSVpWaXXG9/mu6p+DbN1wUNfhF6U0X1h7IW0PFZDxOOHoGNKywLGnRL+0nCzp5Bqxrz2GgskjU4hqACJh6IhWDcIAEY+hGrKG3bConT9da4ywPQ8cMI4blMZKp42o3+g4IuzhtxMncP2u+WSGjVjlHlVsZYOXh9TuACuwiQ+FxMZsFs54PZ9cdB2vTx+aQXu8G/GhvhdwUe4hPt56A7c0z4OKtU9e2x4cLbr4gRBu2gKAjMe5cOE/cv2af50yDN5UdxcRkn8ZnsfGN9Uz+7sjqLYYQcpGBAp7ooq2pYlqDQ4jmhqIckl2nQugab3t8Z0/zXeMoB+lhXDXD/d/ePr1cTzPQwyP07A2x5V9F6Brhm67sKl/SrV+rnMf20MPR0T8Ucxll5ejNnHwebw5WWEwCml0CsxwB/F7mqjWGbpikDB0xaC7SizpU5mIAQ4iFAQNISIRIi2NCiR4CmrSpDqkIqrNkOw1oaxqA9iVvdfj+lX/OvX/tG9fwehSgahK5v7jw3zh+OW89PhfAJDaCdHEBLJaQ/k+amE3bXcU4b41ZLcsZtNr2xCR4A+hzdvrbyfzFJ7nLZbLZ4YWckZqPd0L+9i2q4naoGtYT7XDU0brSCDcth1hO1y40IgXXr/mXznv1g9RmNtOW9co0zJjbLxxLpUmiDZtIzE9B4A7EWCt226EW5sa9tZ9FyYyKIIQbZmo7dp/3Z+6vX2iju3U0ca4Oe/wf++3T9CUwnYsIzxqWcQeSMCByQkkhENBOXTEx9laqOeMP36U2158xSFdi3mT6t0qYYT5rIpvRCU9oygulDblMR2JNxZSrbep5cTU3BvGAQ1hWoMyjl9RNQ5S1VI35QwEuOG+zwKwvON9RKkY7rYR5v2/Ij/bfTaffr9JE5P9HjJQpnxsNmOEdIGGR0Ji192PPmkRQcYhvmkYnYwxuqiOsVKCuB3Q5e2vofB4+FDfMjJ2lY+33sDWhQ1s29hqnjePGbvH1Jw7NAxDw1NzLpix22qlaLXg8pY/cNNdx7G61IlYVGNiV5rMQ5jKRV2t+A0JanWmIpRbCrG3DUAYsu3jJ9Lz70+cpld98eL9tv3B//HU/xdm3wYNcapNMaN9Uwr4xs6zecW83wNww4YFWFviFHoqSDtCWJqoKqk2QHwIjv/ACh762sGlO4jIMBA6ztrJxI86Tbm8qTK72lQYmRQE25P6ECbMy50Ap6yMwn1cmLx71+Tke5M/uzWti9TqQa7b9GXgUfbC1XDBss8QZmK4AwWwBMv+fBkbz/4eKBP5dYqQ2a7QAgZOEWgJLT/bRCKTITG/mdhgBbF1F7G58/G7bAaCLMcndjxhf7MtBYpbcpwWG+CS2Q/wP6tewOxYPx9s+SO3NM+jNug+K+wFYTtckHwToqdrH3vh0Tg3HvFfL/w+nznlHSR319hxfoygvUZyjUt82MYKzO9vB5r4TasAUEvMcVZ9Zf/xs+tvZwAQHzHOli0f+DA8Rh6pPL+Z+J+GEeUaSIk7uq9z/eZKC2FcE3Y0YEcKXQuIUg5+xqbScGilTr1REEqj495U+qHQk2K/gGNHlCsu1Cysmhk/YUKzp4qD9Jli1oRJCOpDiCnkOodKg+T4D67g0dbTdX3/AcCMr13F9J5BTmzcycZCE5tfN5Pu/+sjbMkCIEpl/HQDhRmKcECS2gVjJ7dQ6BB0/KlAos8i8iy2dDTzy2gJbc7YIdm6i6ft4qHyNO6+cSHB9Cpyjia1w7D/jnV74Xk8d/GMOxO01rcBB1rhPOVSkFtP3lsiS0cR8sF1yHSa853XUn7pibzljL8w20nRm88y+9sD7Hx5C9bC2cSHfJz7N5I/bwGZB/oJFyZNZQZp6LWVJjPZbH3f4+d+y9YNqP45XLfr60/Yxj0icH5akOiPINKwbgvVVy/llckJknIVN+cXsrbSgSNC4NAjQwA3jS9A/yWHtXk9pBKI8XETmRMCWfLRMmboXVWmIrZgIlXJwQi7FJhImmtWRCLmIfZQbK1JgR73wAvU6wa+wfLW96A62tGOZcouRYK1hTaG+7LUVUNqdUavoVoPqi6g4TaLxPoh7HI9QmnivQX6X5jht0Mn8Pr0TYfU97jwuG7zAq7xj+MFM7aRyFaoFNJQPnapXuHGvSJnqlJBbNzKhfXv5Nq1ZttsJ8Xnmx/m4g3L+fUlV/HaoX+g/bYSUczGHsqjR8ZQ86chhSBaPINqg0uYkJAwUau7fvSxJ23D2s8/seEpXJdoeITkIylu2zKTmWo1TgEubDDkob9UYa4DMxyfExLbGKwzuapbCy30fPcKtr31o090eADqZQAItlUb+cmOE1FdHkEKgiRUWyJIhZw/bx0TQZzVspWiElgF2xgGoURrjbQVSgm01Agl0MKUiZShxi4JVMsTt6FnxgBxJ4CWJoYn9ioxx8YVVjoNloXd2kS+ySP1u5XUXryU+PpB7KIRDxvry5Be8qRd3QffybfwtswAceHxoz+eyY9aTuL0mVsYzKRwC+4TRvaOFegwIHpkA8J2WPDJFbz3zSs5acavWOa63FsLeFPbXLSE0suXkfrdSjNHp5KUz5yDVVF4u/KIas1Es6UwoorA9RsOXDbsjp/9A0t+b9J1nmjejeI2EMfashPZWE9yQPOLUppXJfdPSfGEw/FuhdusKvNyg2zON3DOzf/ALS/6ykFfh7NjZjIN62LIamTo0lUjhBC5Ej/rYMUMbbtaZ1FuFESJvc8GMflTK1tjVY1xqBMuomybyhcHwHW7vs7Sd68A0jTdM079ur2RQHdCYJcjtGvDjA6EH+LnbFKbJhh77cnU/2EjzOpA9Q1AFKHtpdQlyzTHiwedywtw3eYFhL1JNp3SRFdqnO1hm5lzj9Gx+9g5l0c2YOVyLPjkCk54+Vm8tuluLk7AvMU7eGRtF909Q/TPbyc3byZRJs6OC5PUP6LIPjSK3rYToojqCxez8x0Br5h7F1d+9qePe+47f/wPnPXSLz/5Yl8KQ0mvBCjXYkt/E5iqoIaFr6CtaYKS7xJFkjJQszUIh0PwAyF9UGlYXLeba+Z0TaWIaWnGo5Zg5yVOHsNkqZq0HDDijMoxAqJikumINgtULY1znHD/KiqPhpYClXAJ0x6xB2Nwtgk0IJgsdRyaSlhFjzCp0dUaok6SWNNn5gnHMVWMLIVC0GOPAI/P5mxKFXFW19F8SYrF8R3InWfzhdpFLJuznUS2YubcZ4G9sKf832PthcfivHjIu84JcYdi/O1Ff6G3Wseq2xcRGzNlowG0Laa0tW68/clL5O5JN3s8iGQCPTCEyGUR3r5LjK9ueTEt92isiTI6nUQMj8OkGLpdg1PecNUBgxoHguVD8uE+dCZpyg+7GKbMZOaAH1pE4x6yLJGBcYQFkUmDNClmJo1BW4Z949TVsO0IEdk0rK6Qn37gcbTlAx/m7Js+wtvqb+P/rGU81NODHh5FpuIoIdETBYodglzPGOPJFNVNNmEMSjNDBktp2m7ow3Id3JFGRhqTWIfIaV+U2c2Wlgaafxwj3+MxdJLCqlnEB4Jjds59VuAQqig8j/1x1AQYDwc23L/lwOVPbBtVqWC1tVLLSe588xLOaT8DOy0pLNR0/MeDDP2dUaYeefUCpv86YsN72rF8AQrq1muq9YIwudfAeyIcFGtAgjeEKS8VaOR4AT2jG28UrisnGI1SNDgFPla/ab+vbgsL9Ex6np/sXOvGW0j2a0in0OMTyFQKwgh/ehMT0z2K3ZPiMZOTqAz2CoFpCVHCQXk2tZwNx3XjjlVR969G+gHB7FYAYsP+E7ZBhAqxvQ/V044M4IH7Z5LdIpGVKnE/YvDEFCKC2HaX+K/uQGezuJPlNkdPacUeE5xWt5n+qEh/ZLPQsXHEwQ3V5h/HSfSW2TZrLl2/eQhVqfBE5syFmbcSFU1JzieKPBzuMjuPN3Z1GBCNj7Psc5dRv65K/8kxkn1mPL6q4R94xd/dwU1nz6HhMx4USyAFhZ44yhYUpk0aeRPg9LkEbU/8Ox2MqNTuM13EaXOZ/l+b0P2DuGtasTrbERG8MT2MQnHFjov4h+4bsNCkRZWLcg/hSEVncoJGr8gFf/ogN5z11Sc8z5DyWOa6/Hb9ccz5yCC7XynwMxBbOsrc3BgdiXGWprbT69fjKwu/zmLjYBOtdXmybpXt43X4gU215KBtTXK7RUnaxIYtEBqhNKmdguLjsAq3v/2jnH3TR5BoVL6AEBkA7q0FTPRInBfOJ99t4+Y1uV+uZNf7lhKkofsPO0nu7GBifoQIBK1W6kmv6aPxxvQuTrjv9UwMpZm/YgdRaz07WubSdfMqVKXCgaafPVGygxm7R6I81BON3c4v382vb3kR/3Z+imqzqW6jWiJ+cMHVnP4Oyas+eB4jX+qh71SbWf+2CR0E6GqN2mkLiG0cMFUZ4InTqYCVFz95KTwRapz+PDTWo4sliu2CixLDwF7GTFFVmdABW4I00+yQ5emHGUqkOKOjRG8Y8J/rH+A9c2856Gtz0QWXILIKe6xkarGnEvSe4+E3h8R22zhFY9T6WRPdtcugvMmImTb6EKntknKnIjmgUJ6NdBzkWPFJz60da7/oXqndodjpUG4WpHs1db97hNGXzmd0ocApzSS9bpTyWYvwcxaNs0aYnR3inc1/4pTHLAKm/+6dpDbaNJ2/i5sX/pYTP3MZH/rIT3l9epTmH8dJ37eDbWfMxS0oZv3+rsedc8+Tr8FuaCAcMSveY2HOBYjGx+n88t3sXL2My09YwOUYzZXE9DzL29bQf3EvN4Qnk92sqVunSP3kLgqvOoWRVzfijcOC1z3Cf3f+7qDa8adrLn/Cz6+f+A4XLvk09ngVOVFC1KfQ2p36/KxZG/Fn2ITKYtVAK1oLuptGCRoseoNm/K6Iad8xrJrtb3tiR26QhJdccsf/Z++8w+S4qrT/u5U793T35DzSKOfkIBsbR8kmGLAxyaQlmSUscVmWDMsSjAXLgk00GRzAJCPnnGVbkpXz5Jw6d1dX1f3+KGlkWbIsExabj/d5+pmZ7go9XadvnXvue96XJ980l8A5/t9Swy8o4P/UCn4hQbXldNHLNcEO+xtIzdfg8HQVc7yMrDZ9J6FU0j+J5x7z3Lc8/lnOOvtLSE3B6JskEa/h+lwMcwLMjG/NnWkzCIy5tF8/5gv/njKXbLNB4rrNiI5mCm0xcgvLNEbyLAr0sNA4egJ4SBgVoHhVI4bmUZRlPrHlddQ/5BLoLzMwc8YJ5QtnXPgVgo/6TML1o1c/43b/1/nCmldcRqnaomeNwBpWKdW7GKkiO0/7KQcu/D6TXoFvTSzj8RsW0PTQOLiSUrN/jzMmbISmI5/FQezJdc/OdhmfoxG4t4hIxCFf9Ntjn4L+/dV09hShZxBRV0Nlhp9TZlpUPA0a7p7inBf9F7ffe3yb3kNj6MA3Q9T+lzEdt5WIz6ipJByimgvVBRxboxjVUAoqMupf3fA2A+GANek7Uml5gTMUwOpSMCcraJkyyfsmGT+94Zjnv/vsK9je+0ti2sGFzJZ6lKExlI5WEIJwn2R4IEqwOs/gGWEIVIgn85j3V+Hs78a+YAWzz9jPp1r/MB2bJ4rP1jzJL+5dTf0Dj5MaaCE0lMC8a6PPmjzG9ofyhafGz/9lvvBP/P+BF3QxYdbyDm577OgvxSHdhPU9X+fkN1xJsSkMEvScR6ZVw1oxh/BAhfL7JmE4Rvrfcryt7QkAvnf72YA4YZrgiUJUfJ9aTzu86k/vAMltMd734Gtpaxjj4+1HkzMmvQIlqUxPrJc9y3m6h5I0Z1y8RBgRthCZPLmljRSqVbJtYFe5oElKroaRPtjaIKESFLiGSqAnh1NlodoS68luMAyUpkafeuxJck3Hp66vH/o254feiFcsUlk5E8+UmGMKWhHUXImel1XjBsAag7pHSyjBICIYQBaLCE0lMOZgzC7gIqYppxV5/NWNQxhycwycoTDrU11EnyxPW24dD26+8KzbnMgAe5t3PeJZJkBPxbFi99B5bvOu5/wVn8GJmoQHfAX7SC/kGk2uS56END3s03TcQITWG4aZ6lSIHpBYY1BK8VeP3eAwvkCepmFkAVOfZrQsf+y1eJ7CeyZeS6Wice6MndQYWe4f6sDSKpyT2E5PIcGrHnw3vz712894jkM31KpbA2RXNvvJ7LwcL2rYT9LI0W6O8pJQDxPePmr0DDvyDYR1G0Nx0BSXHcVa3OEAqi1QiwJzCioRX43ZjgjMKUklBHv+45k/m7vPvoI5n11Hu7cLofj/4IZiO+UEjCzVKFV7zLi+hKw4FGt8uqRaFcPIStSCgtqaZ4tdPGZC+0zQhcaSmgG2q7V4yRjKri6Mx7LHTAqejkOFhL8EzzVu4fixe2vlV5x3yufRs6A4CtY4OBdO8v7tr+Hkui6SZp5tJ2l+octxEUJBxKJY2/qeld31XKE/vB0ZsBBVcYSqYlfJI/qpy7LCpXtfwczwGC+ObSeo2Ey4QfKeSUlmMA8G+bd3vfjECwq9Q6hag79qGrCoNCexW2yC0SJFO4KW99vKfK9zv7VBauBGXJSS7w9ppH2RyWwTuIZFpHz88e+QGPDaxvcydenhYlY5KQn3wuRcCPaDNe4gAhaVsMCJO0zN1AjfPogV0EENM9iTYIciWdV8NAti1bz9bEnUU3J0rpxsp+b+MV7/WZ89N3CGQueBGNHfPHFCY64z8eysh//rMRf82H3Ry76KngW9AMFhwUQgzC/VFSSCBSoRydQsQcdPh/EC/ne8nPIwpxR+efLRbTZ/Ls4PXEb5zIVYA1nQNaSmYAUOf64/aH6AZY9fylR3DC2r4gU8jMQkfeNVBLtV5Mo8UgrsnmcvbBbr4L2p+3mH3ek7fBT8Fki1BHbc70OX6kEGowDHFNP2ep6Br7Og+9eglNIJjEiMjIN70C7Tqwod0Z7zdNx5x8dYE3srUlVxArVkPQsUf3VZLUsm5gpCw0D3ANSkKNToFFMCb3HnQdtjD2VKp79YzR/iS3hZ6D6Up0mBvf7Rf8HtCSGaCsSjghWXbyQgTP5j/s18btWlzPjSiecLxvoNxy02wN9mQvZs+cKh1t5gv4o1DqV6cHtCnL39pfx89i8xhcKGyVYa7s4iMnlwXALpLMUFjSfERngukI6DcFykbSMqhz+tOQ9cRscNji9+Pq+dUrWFY/miicUX5fD2h5CqinAl567+wnHfVynpx19hIEppreYXuCxwwp7PTNQkIdMmGaowWQyQExaEK6iaR6Xk5zGhIb/Iped8lyYtr6DnwI6paAUL4haP/viZWRLzmvuZMzSLb+YVn/1VqSAUBWmoRPcXyLSHEDWgRG0M06Fsa+gqqKEgwZ2j7Bqp4Z7UbJYbx3a9GXJzmEKhSgke8byCwmfO/zW/mnEGXk8/+p59J5Qv/DXw5+QLLxg8n5gJz5f38RzwD6nWcUvux9yS+zFwdB+4Wgb10R0E7tvBUFeS4C6T5ugUywJdLAt0AYeVl/8SzLj2v2j79hUs+Og6Tn/FFbhBfCpXUR60W1KguYFAf47wExanpg5wduDICv6GcoVvTSxjXyWJKRQ2lVr44e7Tjnve5F0moUcOUIlZuGELGQmSbVLJtoI+P020KQOGRyXqkW0VlGOCclT4AncmCNtBKbl4KnhTaZz+QdzGJAQshOsr/ZoZlxe9/KvP+B6USBitvg47ovqUXRvMtIcUgnJS4hqQ2FlGe2grSlUcL52heNJMZDiANZClsjPGjX1Lpo93iJXwbIr5dWqYvZdejYhFke6xV0OeinOVS46ghT09CVjb/P7jJga3eddPP/4aeOqxbnnsM9xx538c8bpa9jUQau7XCI1IWn/Ry+TKGjwDHv3xB7GjsONzf1khoe3bV9D24y/z/o2vJTPQwo63X0UpCcSiCNPwKYSO6z8HlJ5I4D4cR703hvFYiJs2LeL2IV9MsXesimt6TuXVNRuYEx7iP5985bOev+qah6iEFBAwo2aMBmuSlJYlohSpUoI0qDrnhnaxInKA5bFuAmqFgmNSyRkYUwpKRaDnIb6njOL4QmKlFJRjglyrZNYXjy9QppaguKID5eBEsiR13JBHsbNMrGPKF9LTNeRBL25ZKjMxH18t+kCIt2177p7Z17TcxyNLb2DvZTFELHpC+zw9Lo/194nE7l8LTz3e0x1D0sMRJrrj3Pez5Tx87WKMKZj17TLStn16bSjoP/5CrK29nPOt17Mm8XbavnMF7oo5fotWqYyXL0yrwB/CGw6sZUdXA4+NNXN7ej535eayvdTErnI9HpIWLcK7Yv0k1edQtGmpR9iOL0JWKOCZKqrhomv+eKSWfWcRXywMnKiHG/S1bJACxfHZa34xxi/ylpMWxYbgccdcgOKiZmT94X5Zz/Qo1AnMGRkifR7B3WPIcpnogQpKSaESAVGTQpnIEuiaQikLhvYlqcijx8796QTz64aYzAf4yd6TEBNT06/tvfRq9r4hdkJjLnDUmPvUOD3RuP1rj7mHjnfv749kDah5heK2Knq2NqBnBMIBr3cAads8cL3f/vjXKN6e/IYrOXPNl1nb9gGG3rEM4UnfBSRs4gb1o7YvPpEg2K/6LLS0wt4NLTT+QKd5/RT2/gg1sSzUlOj4xfFF7TzLo1GNML4qhZ7zxRiF9J0b9KzfBhEY83vTAeyIvyLsmr57RHDMpRKCfAMERm2QEqXkYkyVQXoUG8Osbfk31rb82zO/CUXBTWcoVSkoSOyYz4LINSgYGQjfv5fMmgWMn1aPHVZwQlBoCKDkSpSSGlZLFq2qxF07Z/PFsXlHHV7XXWgsUpfI8OgXrubbjY8A8PrIBLvechUiHDrxfOEpWNv2gaNe/3vlC7c+9MkjYrfrXR8mulfQ92gTr9v5Or4wchql/6hDPTAAFccXCc3muPvmZ2+DPB7afvIl2n78ZWZ/fh3nh99E41Wb/LZa46D2RMVnO3xoaBnsDFOo0anETQZPDTO8UmPgAofF736S/1y0nkvPv5+x5RGEJyknTV70smce74T09UGCXRqu6Y+nbtB3bdDyCniCiqcQM0tUBYqomkc8WkB6ApnR0YoSc8KmmFSohP2413M+WyzXqOAZKlOzApx66bO3uTUv7yfbEUZoGl7QBA9ExaPY6LK68QD1qTSlvIG9P0IlfLClpGwjtoe5ZfjoeD2EOjXM18ePLUh+WWSM7lfVHFN8+Fh4vuUL/8Q/Hl7QzIQTxb2/OzzIrp37H8iZLdA9QLBbpfUnB9g8u5l37n8T3zndL0DM/dS6v3hSpigSF99aaWKWihOU2CFBoOxTBb2qEG7YRHloK41uO5//6JHmFTmvxIgbZ0++hlE7QkvqXm4a84Wb3nq01s40rEmP4pJWfyVBEVSqw5SSYDfbLK0ZosrI86jaStoKUHECqCVftEYKUByBGJug1NlBvk4lWhVH1CSwgzpSRFBKLrE9+We3WoxFkQGDUkJBmhXKcdXvz1PASTlQUJFCgFBw+gcQqsrwKh2rPUVya5GG+yr0Bmu4uqWRd8X6pw876pmckNtyKHDiie3T8NRqv9M/8Gcd46+Jp/Ynnv6KK1Ar4JqCqru7kIUi2UaBnvZf3/JvV+ENXXXCYp3PBKF6nBTZT5/rsq0YwY5JZMBAZCR6TiLHJpCKb74S2y+JdJdxAirpDh01p9I/XEUq4Rd+koECJ1l9zDGOVp8+5rk1HT3vkW1RCWs2AyVfmK9gmZSDO5nwbIacEK5UcBEUXZ1MxUSb0AiMQK5FgicoV2mUEwcFRwMuwtUJ9guMZ5kX5ufaxPdq2GV/aFxs9aDYgpraKQq2Tq7BIDGjhXCXwExLlEgYt9ZG2grmsM74rhQ/n5l4zuKhAHtedzUXfu9Vz3m/Q3g+URS3XHl4/Gz94VewRjQqMdBy0PyrLpz+AaRpIQwdhMBuiP1VzqvU1eClYkR2q9gxHa2+GrnrAKgKwYHDKyp/KAR5bHs7ycc0csFablqQwIjYVIoaqumSm2vx+Rp/TL4knD7h87thE20ij3OgB6GqqEUXd9yiqLlYwwqprSU8XcGOGX5BIeChFBWEKqdXIwo1/uqva/jfdSOnEfz1w8967kyLTih82PlBjdtUJgLMTo5Tua0P6qpxJ9NY92wlsHCpP+6PjoOqIuwKejqFp8Gbu87n/Q23HtHqkM4GeHwkijqmUw55ZD9+5PXa8/qrOf8ji0/4c3o6nq+xO+OKK1HL/sS5ZqND6KF9OE9ZwY7vVFj6r+vY+K2/LF+wwwKtoILrEd9bQS25vnaRpeNpCvnxI4ttbb/PHNQE8XUH1Ae3MvbWlVTmGVgjkLQKBBqf3XauZrZvAeoEBGoJhJQojsAJgnmQuegaAAIpwK466OpgSbSsQMs7lBMaio1vNWqpGCM5Xz9BVdEzFWT8+AwJWfF7vdWyJO0GKbeVcfca2HFo/UMae0ErwycJlIog3OsXOawxGzGVI9Qfoqi5vKxjKzfsXMKv9i7jE6mdRxz/t8u/yy+nVvDvya0cK+V1hkb+vF5zT7J29sfw+gaeNxZ8TxWrFRIi3cBKuKu/k+oHN+GZFkoi7rNBq6tYs+gTJ9TueDwEoiVKcQ0621AGRnyh12IRoWmgKlSkw42bl5LaLymmFDKtJoU5NkLxWN25n3Pj21hm9RNUyvw2ejpKpkSgcvz8rRKCckISHDiYv6q+todWPMhQKCrkiiaTRoCpQoBKSWPSDuEWNdSSgjXpH7+YEjghSVn6Ao165qAYY0TFTHtEdzw7i+qOeX9g3qVvIPybCZRkFcKu0PuqFMsX7iFh5ImaJcb3mjTfnkcbTuMt6MQTguh+SV+lhZtbDdYEjs2KeUfiYSByzNfmX7CbiQc7MLZ0T7eNPRc8n8bcf+KFj39IZsLxIPuHEGNT3Jy5xn/CMhFpDZHWOL99O0pJQf1r3RcOKsaWqiVufdmvoAqmBQyzLRbOGYsoNxy9GhlUDJJqjohe4k93L+fD+y/mse3tPPH4DNq/6VdLzzv5c5x38uem95n55XWEbtnC5CwDLVtBm8gzNcOi3Fni5Qs3MT8yQJ2Z4azGPSxqGkCqEhSfcmuNQ7TLt5GUqsDTodLZQGZ2HDum4YR1vICGa2k4IYNy8pnt08ZOrWFqQZxyDLRwhUrSIdeg4VQFaWwaJ9KcYXiVQeaiJXgvWgrL51FqcMifkWdwdYDgk/1Edytc8fi5vGrfudPHPeHessk06vzjVFxOACcy0P5fD8bmhI05YbPhh36BwctmifZ4RHv+eiS3Q24lzZp/c/p+3+kIR2CnQki7QmDUQaQS0yJHVduyGL0TuJZCZpaH3pRH5jVyJRNV85gXGSSh6FjCJS8Pr7CtetPRPtm/zYdQAhaeLqhEYM9kiv25JBnHYluugfWFOLflZ/C79HJum5jHY1Nt9ObidI0nCPcK9LykknRAgUyrip5VMCcU9HENqfgq1MKTrHjbsT265/32MwQiJaIPdcOoX/E/O+Ci2IK4VaT8WILgiINnGTTcNUnqD7txxyeRFQU14GBOQHSf4Ed9p3J36c+jAk4uS/1Z+z2fIVyBMQXGFGz96gcOF+lUxbcf7e7F6J/6i8+zfvgqnIYkpdogqa021vrHEVNZlHgUpSqONS75Vc4vTv37pleSelSj9rd7qHu0QHS7jvVIiNrbDeJ3BPnFPauPOPYhtfRTL/3aEatVT1dRV7MlnJ17UKMR1Ca/3za2W8HtCpHY4aJv3Ie1ZxT1oJK4mlHRMgoir6KUBa4FKD7NXrV92rlUQGttRlm+gPNXHpsyPu+3n2HiFJu2qsNFrJaaccp1FSbLAUZePZ+uS2pQ53firJyDkYP6Bwt+ISEYwJuYIrpfYk7AI3va+NHo6dPH6XKyiH0hwlsNv5/eclm09GhqrtCOXkH/a+P/esz126YOKtcDXi6PomsoBxX/izX+468BJ+A7mQQ39aI+sg3PUPBMFaXioU0engR/e6oJUXHRu0ZRCxWEhF1XLWHdx67iivd+j9SWCmcmdzGcizCQjrHw958G4Pyln+b8pZ+ePk7nf68jYpb49lQTWkFi5D2CI+7Bx+HiVrHaZx7km6CcdHFDHkpZ+HoomuJbv46DZyioZQ85OIKYyIAnMbb1IHIlCm3PXCxUquKo82cRHHXZlm/ggvlbqYR8FojY30+uyUQr+AW21KY8Tdd1A5Bb0YxdZVDekODae0/B6w9SGDi6cDFDC/OJ1M5n1F1S58z0GUzP9Xr19ePs2XfChYT/69itBPzH3Wc/xaJZVfDSGYhH8SwDz3pu/fpPR9cbP+YftrZIdlaUifM7qayYhSwUIWCBYXBzMUpso0FiS470cptCZ4VYIkdbwxivrt7A2uAwM7Qw3XaKqr0uaApKtgRb90yf51AbxyEID9ywS3yf69s7ur4gKEC51UZN2EhPMDQZJTMZQhk0UfosjBGdwIjAGiyi2C6BUUlw0GflqiXQSn5bp55zscYqeEHjiBz7qXjq2P/4KT+g8NIViEIRMlkKLQ4lR2N9z1x27Gqi7hEbpVQhs6SWsaUxsh1hEtdvpvm2HD8dPpUvjM0h5x3twtCoHruQAFBlFDj1G49y4DsNKOZzszP+J46NQxbif+/HP9scXgAorZ6LTMWBgyr2+cIRHvTaCdwXVl/iJ5Orb/t3PrnlFXxyyyuO2mbPJUf2e3m2inpQpdgxFaSq4umQazAYn3/0gK6g0KmX0YVL010u6R81E96jUfcQ1DwqOHPtV0AICo2HVyxUG5T6WgITEm3cX4KdnC+5aP5mLk08wtxAPzV6hqSeZbIUQC36Pc2BUUnVriKBvWM4Pf1oeRchYXhFkHyDL0hjTBTxDAXXUnGD/o139cVXsOxd61j2riOp46Wkb3dWTkJNVZaGlnHKcRhfGOTbs3/B5bPvJXHmIINneSAEUlMJ79awswZI8OoS1N86hNYVYOO2tme/IE+H67HzgzH2rTsFdeGc577/8xTlhEE54cfK+r7/QbouRsY9ysv5mTDzq1cy86v+RHrWF9fR9t1j0wgPvOHI9gohYegkE1koYI0U8MIBfyUKELu6oGxjRxTC7WkUIVHyKqbh4NgqKT1LWLHo1MOsMhW8oVl4Q7P40Cd/ybV7j6Tw6cJFzmwmX6dgV1dwXYVsxaQnF2fHRC1f2buGr+86ixueXMqTww3sm0wyMBWjOBJCeFCqEgTiJcoJSTnpr2AFhyAwKDAnfVp5JShQbVjxL1cy/z/WMf8/Dseuen8M464o+eXNaJnDQ6NrSnomq4h0S7R8BSdi4D65A0IBJi5bgVAl0hMkdjnU39TPvh0N/NuWS0/omjwdb/jkTX9WYvt8RyXsP46A6xfBhGEgh0aOu/+huAGY8+l1zPn08dtVANR4HCoO9pwmZDSMNeVx95Q/HtjdYVIbprDnNaMNTRHb71L7aIGq322l5vd7mHFD+Zjv4Y6v/y/3f+M7x7Rie1P3ixATGdRwGBGP4tTHkaogscOm7hFJ5O7diFgEOZX2tRIOhpieA31K8a34VL8Nwpr0MKc8zLSHUpHkF9VTTlqUagKc9qorOOmNRxbEtp78Cy5YtAVDPTwWnJTq5qKlGxm/px696BcK8h0x9r/KxMhI1J3d4Lq4wyMo9bUkf7OV8KBEHTO45cn5/v+Mx2+yi7BGwcjBx9feyAdOvo0bZ9569Odz8vx/uNjVcvg6MfgtEE8XqbOjz571nXGBL4a45L3rOOOCr0z//VQ81WIZ/Pu4HdMpJQ2UsouePVycvOKeCzjwqiq639jKvkti7LvY5Iozr6VazbO91AQC3hvvYXZiFCEkc1IjnHnHh9n3Hzp73nh4Uq84sCrRzXf3nIae99AKHo6lUI4rvqWp5TMr7YRLOeFhpxzQJF7Axamu4ATADSiYk/i6MUUHfTyPmz7I5KlUkNIDxyG0Y5S1s/6dNUs+xZolnzrif/Vq4iAEgTu2cuf9i6gzMtgR//shbZvEfb20/ilH050ltP2D7L28la4LTUYXqZTiCm2/GaPzg48TGBKY4889/lp+3Id3ysLnvN/zHZl5Dpl5vmbBtGCt602Pu2r2+MnuvN9+hnm//QwACz+07qBrzNHY8YpPH/H3yDLLbx0JBkAIHs11UPtwFvHkLlbP3svFyx6nIZqhMzpGUJTZbBs8XHa4sW8JkScGfNeZhhhy6RxOv+irnPaqKyjWWpx+0eF8Rc9Ca/sIof3+l9MJSQoNknxHhaUzemirPci46Q9h7TMwJwRqyS8MakWoVJkMnBYm1+wzbtSS3zYR7neJdlUwxgqoB215xeY9rIm9lbWzP8ba2R+bfg/v7j9p+veAMBl4kQJ2BS+dwRrU2HagEfuRBA23KwQOTCIqLsMrfYtg1xTIBTNQCjYPbp/Jb7oX886eNce9Hk/Htsk6fr1vMdtP/Rkjb13mu6f8E//E3wn/8G0OZ5/5RYxtvvfw+tGrGVqlUznHb/hu/9+vMXN4hC9c8NjBrf0eyK1fPfLGfvpFX8X6w2P+ikRHK1p7nNNfcQUdHxvHUiqcE952zHN3Xf7h6d9bf/gVv0fWEhhZD6kpRHptPFUw9dKjKU4jbo4aNcwrqx7nzrfPInRtlKbb07BtL96yuWj7ByAcItI3xnn6a8hespJAQoFsDnPSYXJlDePzBaGOKe7s62SgGKcvF2MyH0C7N0a43yOS9G/Y0e4yRs+Ef/M/bTGZVgPFBtUFBEzMtdALpt/Pa0vMtINiewhXEhgpo9guZ539JV9TAagB9r3WoPPyR5h86ylMLIT4JFz0r3ex0Aiw0OjnltH5cLNAe3g7Sn0tUgsS6NZp/p9NZF62iOge6LhyB6Iqzsvnns/7mm6nTsty8YZ3UM6ZUFbQYmVfUKcnjFoS7HrzVQBc8sBWLo2s5+IzX8vo6TWEG1ai37Lhzw2h4+Jv6T+9ZtEnkIY27Sk/vFzFrvVvcIv/bR01wCn//egR+zy9xeH88JtQquLYnXXUJvyVw5nXfYH2T24h+5pVnHzP13j450dbn57e5ruK3NIMs+9Zh56H0rlLsO7cQuHchdRtKHFZ9xmIVAwZMjHTLuN74hjtWWrmjTK2uYb4PvgGZ3F99RRjD9SjZ6GwssCeM37MJeE01+diXLt35TSN/Ev71pJ5cZxcq8fJ8/ajKS4D+SiKkIxNhgluDJB60iZQozNyviQQKlOetNDyCoUzclTHcoxMRdAzvm5COe7TIT3dX8koJ/zEwbUOWpg5oFZg6bvXgQDdgfCQw1SHRvPtRZYuuZRXtD2JF/D46qIb+KTxcg6kQ3ijOrG5p2JHIXHWIMuDOfZe24lruKCpzP3sPghYzHnH5Zyz5nH+t+HRoz7fZ8K74328u7cPgBe/9W0YN//t4haOr6b/l+CcF/0XgK/KbbrIpUcnrkoq8Yz7P3Wyvsku8cq7/hWArjdB091F9JEsa9a95TDD7CBue/DIIu7axvei2C5OMoiecbhl0wJ21t5O3cMS78mdDH/wZIxZDUS7K1TCOpUXzWVsgUZwSPouOtqRK0OmeObV931XziXYXqJY04xUBeakg1QFgW0DWKrCwOvn0vCnQcZeOZf8bBuR1dDTCtFuDzus4BkCtSRRXEi3KXimT7sNjkqMjItnKBjpClpRENme4byTP4dUFaQqEPcv5se9d3Lave+h86F3MWdlF2Hd5kA6QfDUMYq5FHUPZMm1h9AzCpUgyKIvJnrgcyfRcWo3u3bOI9QlCPVC9e8dZo1ejpEBOwpOp8vjL//6UWJgT8Wt1/ltgrN+fDntH3/4b2ZT9rccc1983pexY35a9MD1H0KpwNQc//+Y89l1NLvuUQWTnZ8+Ml94x2NvYvM3FlNKCqp2VbBGC6xt+wDKmhY8UyH84D6OhaeOw2vbP4ha8pABBakrWAcJJz1OlrlfHWbyWxpT+QDaQPEQaAABAABJREFUkxE6T+lhd6meUSfKd65dS+kih0mvwM5fzabxD/3M+u0w13Zs5csTM/nh/nPp/NI6hANOWPL5mq088NGTyLaolKr8glFsf4V0h062VeLEXRru8GMs26SRn+H4Dg+jOlU7JZWgQnJrATuqU6o2EQkDb9ZJOEEFc8rFGi0hSg6iewAaaxD9I7hTU5yrXjodH0LTEXM6yP+2llnvH+dnzSspdzpYiSJ9P2/HtjUid4aI9FQwLJMZ104y8HmwH68i+dg4uVlVhIWg+bvbcOe3w9sPf6b7nBx35ju5fXweP2u/5ZjshKubHoLrHvKv/1vfhnHL4y/o2D2k5XHjeYcEbT/C2pl+q6+SSrC+9xuA3/J766NHFnZOeuOVJDaMUqkOE2vyx762gSuYc3saz9Q5b9XnjtoHYO+rPwGv9n9f+OF1FJa1ENzq2zbeuH8RhXdaJB5ewSdqv8VqS+GOqEpIKfPZrpdxYCzJH1ZdxVg2xPibI3SetZ/PtPyKd335fVQ/lqX7pRHafjOFFzI497T/YvCUIE4M3tz8ENdPrSLSFfNFHGtAz+oMNUeYzAWxRwIkt/ks22ybX/SL7hNUwjA236DQJPGsg21mLhTqBaBiZAWBfonWO4aMhxEtjXgRCzE4jiyXOU9/DeAXwS8MnsVNW+4E4O3n3c4PKucw8/M52n4zBTv3Uzx3EUKCWxVE7RvDicWZmqPQeK9LvjlE6LcbaLhtJZVQFY+cHeDheucoJ51nwn0Lb+Q9A6s47f3vZPICm+SW2Yj7N53Qvs8Vf+t84Z944eMfnpngWirF5e3TfweHIdLlV/kPvMcfdK/pO5Vr+k4Fjk4MAIK3b0UJWEjXxakKUkxp3HfjhxkqRtiZq+OK/mevKHa/9aPUPpzBmnIx0g6K7SseqyUXKY+mRP9gahkPlDy+O3wGTR8qohckSq7M5GuW039miMxpHchwAKelmvK5y9DzHtWbCrjjftZRqBFUEi7ZiSCljQk23zKbzC11mLfFqN5UIrIvi3AhMOahlF0mT20gt7wJ11Kxpny6IwIQUKg/eLygwLUETlDFPeiXXqy1yDeH0LI2+lQJLWejb96PNqWiGAapDZNE9wq0guTS2GPT/19ULzExW8V+0QJKM6spLixSqnWZeuViYjdtQ5nMUVw1E6+3n7bQBCvNHPP1IJp6MAEJOKRief578Y289qz7WXPe4WO/OTpCQJj85K6fUkwJrA1H223+NfG3oi9K48ibSnAYQnv95zZ/3Y/Tm7+3mpu/51Oyj6WVoMSiuE0p9I37CIyUCYyU2fvqT6AunI017mCNP7tTxq5PfYDsDI9yVEFpavB9v7M2O8ZryS2qRe7vxY6quAGPWdWjnF2/i9pHXaofTxO/N8DkbfW0/Xqcxh9uZ+aXDhfOLgmnpwsJ35hsI31rHeU4yHiFoFZm62gdB3prqHgqQpFoRcg16qTbBbF4AV1z6egY4twzNiKlIFsyWdAwSKGtMm1/6unghjwqMRc77mEnXLKzHHKLyuSXlMi1SAr1UEz5CtGhLcM03DkBQlDamODnO1ZS3TrBi608v1hwDU5BI9ytUEpBocllJB1hU28jDTfsJ7w3TaU+hpfLg+sRXDzBW1L3/1nXHmD2545dpHwhQH3icCwaPSZiUwSx6ciJuTPg62jcnLnmqKLAU/HKe95Nw580Gv7kx76WLiGHRuEEVsHX93+TctLEDWioJQc1p/LH7CJUW6KGgtRsKqPnJdaGvRg3byC4bRhzAuK7C4x7xxe3emrBoywrhHsKVCI6of4iod4i5hP7COwdA02DQpH6uyfofnU9o6c4CM1DJMtoJXxXEFsS6XMIDTo4pp8A2zFJucpn0yAEwpGUUgaViEZ6UQonYuCZKpWIjnPOCt6y99UgIdwr2LaviZ3j1by+7VE+NfsmTn3DE+x9fZjwbzbQcf0kThCUmhRKOITXXmTvUDXWkEphfolKBPQn9uCZEuGB1CV3vvRrxy0kPBW733QVY+88+YS2/XPxtxpzlYp3hPVxcESi5fw06VBu4FUcvIMq9fs/cLRY8709M9BKknC/h1pyybeGWd+1DicAniZAf/Z2kPUHrmR4hU6hRqUS1qYtqs++/72gqoxMRCjlDdpunKDv92384Paz+MrdF9J8a57Vi3bz1bGTqfv+RkZf3MCvbvdFm99XtY2qJaOos7LYtQ5e3OF76XrKVRqVsM/AiO+1Me/bRu39E9RukFQ/pBIcLOOYPrNIm9RQ8ipO2MVMe+gFj3yDRb5eoxJS8HSf2VAJCkpVKuWUhTRVvFnNFFtilBe1UV6z3G8DikRQYzHU2moqyRCtkUlEoYg9HMAY1WhLTvCmzkd46/wHyTXC6GKdvlc1U6oPk+mLUr3ZRUxmCd+1C/qGEZqGUrT5Q+FwnA44YYJKmZ1jNXx48JRn/dxnf27bP0zs/npqBb+eWgHA+r3+qr4zMMTa5vf7z+3476OOkVi/m0pNBOFKorsyRHdl6Hr3h/G276FSZVKpenbBvy1XfICeSx1fZBwImTYN61WqdhV5pDgDAA/B/fnZvK3pPv51/j3UqioXz9zE7LP3sbZmKytNnZqfbKLv4x7nXfgYhdYwpWqTscX+tV157nYezMyEgIWel6hlCA5C9SaXwf4Elf1hqjco6AWJWpIIV4AnSHdK1BdPYMf91gil5BcSkOCpvrtOsVohOzPqC4+7ErshRqYzQvbkVkorZqA2NaDW1SIMA5TDuXuTPkHr+jIYOntfH2PwXcswb3oMayCHsqsHp62WxEaVwLAguG+S6EPdTLxple9cpQgunrfxhAsJh/C/DY9y/ze+Q9UjBn0v/stFjP+Jf+LPxQuamXDIe/d41TJzuIC0NNx0hvOM1+G98zC1enpQP6sP7mx6xmMcWtnVx/J4rodakZzyuq9RfkOI0XyY1tizi7QcQimuEs65KBM5cktjWKYgGDha4MuVCj8dW80jd8+j0+nFHC+DIkjeO0DSMmAyzcS5M9AKHqGeAmL7PpSqOCQTCFeSnufQ3j5M1946ah9zMMfK097twnZBSsysR2zTKHJ8gqnz5mKNakR7HYQrfQEl4YstqWXfhsexDtmZCZyAimMJXFOg2JKwlIhCGS8ZhlIZrQBKPIanKRgZSTEl6NQP85xfltrIg4vbyY4ECI66eI5k7qf3kjmzk8oy3/YpuG+CiUuW05U/wM8ynbw73seVi67j5vQiHhjqYE3jdi4K5bkotPWozw8gqYS4/M1/4JqJl5L4/oMnfI3+HDzXBOFEYldUXMp1YVa92ac0200CUXlu5/Pqk4iKi6hJofeO46VinL/yszhVATzzudUSXUPgJkKYE2XcgMZEfxC1SiXcWI9wJUpZYWtfA9vVOhrKklJ9CCfg9yFOLk5gzIgzsProc+6p5PjGI2fTeeXD7Pn+cha29XP37lmEN1pUFWEsFiIULDO5REexXDTDRRGSoq1zWvV+UnqWO8UsIlaZjzX9iZH6CD+Zu5o9v5zluzPU+SJLMub4yvqGQzRYQhGSUS1MecrEGFdBgdLMarTbH8NIJtFXzMbeE+Itr7oDU+h06jpqwMEa17AmQLgqdjHEzF+kkdkcIhqm5/wA4XlLKSXhg52/ec4e0k/F1U0PcWHLhTg9fX/2MZ4Nf05iu/vx/c++0Zx2ykmTJe9ZR2LSQytKxhc8Nwryv/Su5tGBVupu1ondvddXCAe8bbtPWMUawNMFeu5gEdKDkqfjaQJRk0K7exOJZAJ3ZhPp2XOoumETtXepdL2mjkX6iX8/Lt7zUpQ9vWgL2pCPbkWrr/WTaV1j+CzfDtc1oFjnoRRUAvt1inUe1tghW16BVlKwChX0okTPC9yAH7eFWoFaVtAL/njrqX7xwbVUpAL5Ws2nqUvBhXO2ceu+FUgJ2T1VvGP5Pkyh89LgI+x55R28ZtdHCA27hPs93Oo45Xl1OHmw+nVqH3MYrVi0fmcX1KSI7hUYOUkpxVEMjWfDojdvZeRPTc+r2D2RMfcQtTlfa7HkPeuITbgEDt46Dq1IIr3pidKxYPeFUBxfn0WpeJiTFc4+679xV1p4ut/Gd6JQbYlwD+sXzGkYolKVQumzQAeRGaHxNphYUkWk20YpV3hg1wwSD5pUe09g5CRuwN85IEzuWvxzNtsqt2cXMFCO8d2vXURkqkKuQaH2njFkdx/uslkoJZfIHzf7bTCr5qG4vsODkgfh+RZ6Wt6mWK1TSgoqITCnfOtII+dRjgoKtQLX0HCNIJ4qsKN+/GpFiZFOo3XOgHLZ11bom2TTb+fREhjFHFdxOou8tfEB2vQxfjy+2rdTzfouElq+QuOdFuEN3ch8gdGL5+Na/uRwanWJx/LtTLnDvDzUy+lWAKwJXrvq59xUeHarzKubHuItb9YYuPqEL9H/CU40dot1AZa8Zx2b/vcDbM00sCDq69M89btyqIh7TGgqWrqEZ2kIV+LELM4544uohkEp+RynC9kcRAI0RDI8eXqS2Z8+wA09y1gZOMCZVolzAz5DZ58zyJQn2ZuvoTcT5yf5k/l6NkjNb7NsXfALAGZcvID4gxZ6TlKsEbyr9i7e+MfLmcM4qu0RGvbQCi7mvjGSiUbC/RXUsocTVhGugnAFagVKHX6xxQ1I3GQF6QoU00UWNMwp3xnCCYJjqdjREEY2OB3LUoPUkxKZzvqOTqUy3lPsmb+w5QLanzxA+rzZyMYSeWEhT1uMsrOXwmmzSbdqJLeVMLrH8UZGUeprmZwHXq3Nqo5uvlS7+bl9vk/B45+6im9PNXHTjxc/r8bcf+L/H7ygiwmHcLxBVskWYMqFxrrjHuO2M5+5BzdzUjNqRaKPgWtplOIKhXooDcQQusfNS37AUP9vqGs8tvr/PV2zePtjl2GeEfXFDqdUTMvwLXBiCi2xqaP2+V3vQvKPpph53ZiviryrD1lfjRcLoI5lQdOI7clTqA+gjkzizptBOWagpW0m5hksm7uXGeEx+p5ooBwDY0qhEtIoJ/xLrpY8HFMgh0YQkTA1TzgIR2KOl7DjJlMzDcoJMCdBLfrFBKn5iXk56ivfOhaUqsGcEHiGipiYRFZHkLZNqcmBSJjszCjpmQKn80iac6M2yfsW38XXR9eiP6hQfZcKmoo1WmZiXgBPA3VOANWW7L2tgy2djZxx5v9ybiDIuYEn+HVkD68KHWkV+YWxORwoJqk1s5wd2cbZAZeucjXjp9okvn/cy/+8hLAdzIEM+frk9HPbvnwkc2bTN4+vIi7KFUqNUWR9iOCj+2HHOF6hgNHUyNgrWnENWPCRdUe19hzCodXXfz+/nh8+9nIApBCohQq4JkZO4kUspCII9wjsqQCViGRsnvAF5iq+8KFa8ghvGyURr+Vfelfz7aa7ubUY4zdjy9k+Xkv1PTpaXQ3VdVPMjQ7Rs6GD+rsn8SyNrrNUZiTHuXjO7TTr43xyz0VEzRJ2QCWh5bl5ZD6VwSDjikQXLhcGS1zYcQedrZ2YEwLFFiiGgjDLBAM2YatM2ChjqQ7jmRCuIjGm/FUJxXZRE1XI+hTlhK8S/dLwTg4pKr998f18b/gcUpsgvs9XIBd7enBzOcZeXIPbUWQyYiJVyTXdp/IzxaU2mOOd9XdxpvXcVXXyixsw/4bJwZ+LZy2ElSuE9k5Sqkry8M8/xGmvvOIoh5zb3GuPe467Hp9PbIdKpLuAO5lGLJrF2pZ/w3nREipRjYk5z1ycOM94HfZZi8nX64iIgpERaJMF1EKIUTuCnnOR45PIVQuoaArDKwJ4BiRmtLDz7VW875z1vLf/dGYGRzg/vJWFxvH7Ubc/2cocdS/aY7vwTlpI3ykhhDzYIjAvj1PQUSd0X4wyLUhucygNqASHKwhPUkpqFGoUKkGD0JBDoUZHuKCWBaV6FzuuEOpTUBz/mIERgV6QaHkX1/BbIdrDE3yq7m7+0LYQK2RTdgJ8aHA1n6+7myolSKceZnKpQ35Eo+MrW5CdLYwt0jGiebTd/mp5pEciG6oRIxPU3zECjktoMAmvP+6/fxSuabmPMxe//QUXu0qmdFAAM3TUa091CDpe7HoqCNd3bbKrDNSCix3TSOx2Mab8avD5Kz4z3b72dJx19peYnG2ihv0Jsp6tEBzxY91DICouWl4QGIXCvDoCD+0hUhXA2NaD11bPjGsk+hNbkPNnEN0xSSmRhIOyTgFhcrIJq8zt/CRTR9e1OsXVcwiOSmR3H0pVHLFpr29RW1uDzGQoJwwK1YJKRGJOCKQNNY/ZGBNlVNsjPdOilPIopQTWqEAvCvSipJwQ5JqhWKOiFXyV/EKrgzmokTAt8A7SLTwPOTJGzRNJdr0zhVqAeCzPjwZO5a2NPrNLLYNnQvSARN8zgPLQOC4+1XxyvkSqEi/gUZvMUvY0mvVxBlyPJ2zBmZZEQeGlwcLxwmIa17Tcx/n8+c4kfy8omRKhXIlS1eF84b8W/eaIbZ5tzHVba1HyZdS+KV+cPGSgDU5BfS1SQLrjmYtoh3KFs7a9DONAIxg6SMlgLopwBCIUZGigit/ULOf0+sen93uw2Madk3N5ZPNMREWgpxVi+yR3fPEaDk1RTuvcR6lDJ6jZ3LNhHv+x95VE9xzUKNAEes5FLTjIgEnN3YMgJaWOFErZQ9X8oqw5LtCGDYpdJlYOsgmBGnBY2taH4yls1psxe3z762KtX0Q1JxVcC+TcHMlonmJ/DcFiCbAQuua7ER1E2+dd3IlJgoM2yVstSlWCTJtFINpB35kqsbnjlAfjKPd0o8Zi5BbU4EZcNN3Fk4KiLBMQJ14kfzreHe/jusVrn5dj7j/xj49/iGIC+AmCGotx8+TTZo1lG29sAqWlETj25Cv9xmenv4FPOy/Wmj6tqiiI7tCI73O4rPVS9vTWAl+i67KPPeP+wjtoW2Mq2DVhqv+0j6kzO9h1Xwd0Hrmt94cUbfePI8YnkcUSIhJGFG2EEJDL4zXVoBQrBPskcmIK1TRxYgYjJ0XItUpaghO4UhDqF+TrINcQINdZQQsXkcMW1ohKcFAi7QqUSoR2jOHURBEVF6s/Q5UXZXiV4dMrBdPFA2vcp74WUz4V17UkwhMI10OoKtpEHmbPoK1jmPTSepyAoNxWpr3Gdwe4o6jys9FTeaCrndbqCdSaIlIESN0zAKqKMZDGbLIopgSlJFiTAsX2qdKvfuztbDvl5wBHFRIWPvI6kj8M0XuOQnBA4ex3HKaIv/+kO/iTqPqb9UH+JThXuQQl6NPTbsn9ePr5tbM/5idbmkJowE9AH/3R0Z7QJ9qDma9RURe0Ym7rQamvpdCZQiv6ugLtvxiE41vYszHXQiElUEtBgkMllKEc+mSM8QUQ+u0uwtHFKI6BHVEIdqbJ1VqEN1loecg2C5SySmAkSnx3gQOfnMNJ8xbhWFBoc5CapHN/CUyTRLDARCVEwy93IysOipTY2U7iTUVODxxAF9AWnaA5MMmOTB33T85kOBdBqSnRmpzgltwCliT8tpZ5Jx1gW189XllF6B6hgI0QEttVqbgqYd3GdRREybeUEh6+rVnFASFIbvWIdJe4aM9H2fB5X4/je7edQ+2jksiBAkiJum+A9NoFRNf77Bg5aGFNCow09KvVGMkiXftqeeTJmXz7vB89owXUM8ExFUyhvOBiVygCqSmE+/zYvf83Hz7m/s8Wu7EuB+F6SKeCUqyApjG2yKRYA7dd9hW6+r5CW9PgcY8hBZTjOtrd+6nbUMXDy1uhTiMQj/oMLOmv/JarwI1YnLZqB/dPzuTxzR3clVa5fvFSZiVGmRce5I3xx0kp1tHaCVU2XlMNbN9P10tDNJ3UR6ZsoQOW5jDoxNAzBuWUhzkhMCds9LyKlj0cD3bYoBIWZFp03+LM9Mdd4ajYLTa5Gg9zt4UT9IVFAZyQSnDUI9ib4zP1t5FUwogpHc9yaL/BY8ufFrPmnS08svQGAOZ8dBfu3DbchTPIN/rH0nXfAUXPVHB1Qbk2jKgJYW7tBVXlqV14416epHL0RPtYcEyFPz81/tviXOUSlECAW/I/OeJ5YVdAU6fj9q5bjx5zT1ToTDiSUkIlnLYJDDuomSJiaBxnfJzyS1c96/6q7bPB7LhBYNTmysl25kSHeWBBK8WWCqktClMzdQIPgb55P15bI56uYuwZhFgUMTyJzGSJV4c5/+I3MbIiyKxX7+Z9Dbex2lIoSR0RixLoTTO6JEUiEoZKhbFXL8RMS0K9eZz2FKNLNeyoxEtWMPcaGFmJNZDFrg1TqDXQM/h2p01lytIgXxJoB/VLy9UuhBwo+KlmsDpPZSzm66UoCgQs7Loo+QaDofMdgtEM3uYY1g8T7FuSwnjtPTieipb3hUrjO7N4DSnGXj4Ta8Ij9sSQ34qjAopEV12Cqs1jhQ4APpw4tj7Fs1+8F+CY63lIS5+O3d+d9r/H3P/ZxlwxMoGXzqDUVMPDW3AV4dvcLq3j6n+5inu6ruKMtuPbT7sHv/jC8ZjYkkKo+PlM+ehixH9vWYPdFyKxQ0HPScyMQ6Avx+wb342eUWn/bRbheHS/JMb2d13Fx600v3xsFR07beymKrLNKqmtDpkZQSBIfHsGUa5QqNUxch6OJfAsDz2noucFes7XUrL6dRA6/ckYi5IDxKtzZK0A2p4AwUHhtzLO9gP5pMZ+6qw0Dzk1iICFl8sjVHVakLUiHaSuoiybj6sIUjfvozyvmaGTTMpxjeT8Ud7Y9jA/qHsp+jkr0HYOUkwoqFnQ+kJs2T6Ll7woyB3z/nDcz/XZ4FjP33zheY/nk4vC8+V9PAcIKV+A7/ogoiIhTxJnH/X8bd71R9BxvBctRX1wK2osekw/1j0/Wj79+yGrG4DW7/szrO63+eI1p176NTItCkYGrCmPUH8JbWASuyWB0TfJ+r1fZW3T+xhZ204pceQq8tr2D+INjdL/3mVEu/0BLtsi0PLQdPMoUlf50y2Hq8bnvP6tqHdvRDEMlNoUFEvIUhk3myX3mpMpRxVi+20Ux0ObLKFkC4y9qJ6J80qEw0XObd7NcCnC1p/MZ3KlzeKZvRQcnYlikOwTKcxJCA16qDaotkcxqaLn/NUUI+1gdU3gxkOk54TJtB1sj3B8+53qJ/IgoPfcEK4F4V6ou2UAb3AYpbEeOTrOgQ/OpzKziBwzfWs0HbKLbOpv1YhvGIZsDq+5Fs/U0Cby7PhIHFSP2d8oohRshs+sYWJVhbn/PQ6eh5uKkO4ME39bD//eup4tpWbeG+856loe6pd8eccmAL6yfS2//tK5JDaM4uz622on3C5veFxKueJEtj2R2FVjMby8v5rydBXxaQgF5+xlRyW9owONVDf0T/+96s1XEuku4wRVAj1pSo1RAvsP6mvMTnHPHz7C7M8fZufs+uTh2D3t9o/S25NCH9dIbYaq+3tx+wdRa2twWmroWRuifd12ZLlM4dyFlN81yUhvFeaghp3wEBVBYEjQcMXDaM2+XZ5MZxH1NbixAMW6AOGd40hdZed7YyBhzsf3YC/tYLLTRLxknHJFozqc4/LWeyhJnWZ9nHE3zE8GTiVrmwT0Cp4UlB2N1sgkP2i5h1uLFn+cXMJ4OYymuNRbGXKOwXApiiY8MhWTXQfqUdI6kQN+jEe7Xazfb0CdNxMxmaX/1e3kWiWRA4JCLcz46nYqSzqIf6GXV9ds4PF8G6dHdvGJ7S+n7tJulMZ6xk+tJdxrk280SHcI9Axk5leIVuf5w7Lv0vIslPFD2hdt37mCqs0q1d/f8MzX/6+A5xK38Myx+1QIVQWhoNbV4PT1H3ObQ04rN28+bPt1yut8p5yHfuHr2ay++Aq0okdw9xjOvgNojQ3su7wNJyhZfcp2Pt94Exd8+6PUPm6jVPwE6o47D7uRzPriOmJ7JPEfP4Rz7gqs7QMQ8SfDk0uTxHbnkJt2MPj+k1Acf4zLN/mOCooNlaiv/p3Y7hJ5chg5lWbgsrl86N3Xc1nEVwyvSIfVn3wP2Va/cKoNGZz14s20B0fZmavnno1zCe/13XwKtZB60jtoGywxJ/1iiTGYQY6OI4IBKh21qFkbpW8YEnFKbVVMzjLItUicqIewBdWPCdSKRDhQCQsivTYrrnicL9Vupv1Pb6P+DpU3fPIm3h3v41e5Kl4TnqT9prcR26ajnzvGuY27aDdH+dZ3LuLit97FaeFdvP9/3kXjLWPselcCL+Ri9enUbXAIPtbF7nWNzGoYxpOC9bP/9IzXXanbjTc0i47fvYO5Xx9/wY254LuAeLn8cWNXa6hnfd//HPFcxzf8drRDNpKLPriOchVYo1B/7yQc6CN3zjyyjSpOELZ96QOcv/KzTM2JUKwWPHnl4TF31hfWERqEwKiHmXaw9o+TXVhDtkmlUA8zv9vL9k/WMfcbWbouSlC128OcdAg8fgA0FUwDryoKu30LT6GqoKoUT51FKaExcpJELSh0fruHvotbKCWh44YplFyZHR9IYQ2qpLa4DK5WcKsrKFMa5phC881Z1KEJ0DRkyMQLmaiZEoxPUlrchmcqvi11towyMIasSTB4ZoKpRRWsqhKVkoa1NUDL1dsRsQjYFdzmaqSi8I1rr2JTuYnvX/4K1KLLLTccniwv+N/LSW1x0DMOwpPsv8ji4rMe4uTwXj7xgzfSvH6KXe8PIjSP/zn1l7RokzxZbuSxXDtTlSDXtNx33Ng4NOZ+Z9cZXP2Ni16QY+6huIVnzheEpqM2NbB+/xVHPL+2+l2sH/V7O158/pexoxqTsxUCw1C9YRIxNMbEeTMB+MrnruaLF7+OYkOI0IYuANYPfmv6WOet+hzqVN6Pw/FJv8gKKP2jyLLN4GXz2fjxq6a37/j1O0k8qaC4Ek/3Wa/FlG+LW05ApBtqb+5h7KoAv1j4I/5n5MVs+vxSQnduZ/8P2omHiyTflqPv0nYKjZLIfkFw1MMO+626Y8s9zDGfHSMcvx0nvqeI0T+Fs+8AytJ5DJ0eJz3bRakIhCNQyoLYPkmuSVBqrXD6vN3sTafI31yLNSFJ3rQbZ3wcLZnkpi138p6BVTy+bhnxGzYy4wHJg9csZ2q+i3AEsxb28uOZ11Gjhrlysp3bVtahNNRBvgCmid2SQH1wK9J10Wa203NRLRe+7kE+Uf0IYcXic2Nz+VRqxzNe9+kx9/dvZ+66Cdx93c+r2H0hQAjxkbqLL/tKdOHSv/dbAaDY103v975xlZTy3X/v93Ki+IdhJjwVT+/rUe7diIRjFhIAXr5wMzftmU/71+Hcq7/A+KIQpRSoKRXhwYwrr2TfBz/Ig9f6Ce7atg/gpWIoE36/lD6a9wsJsz+GMzBI9Q0FRCrB2t98FBkw8IIGsiFBeVE9UvEt6uyoXyGVAkZOq2b8tCOtyCZnm9Ttqfdv2mELkS8ikgnI5ZEHRV9KSQ2lIrEk5OfHyLYI3EmDrITBUpSpcgAjKwnsM9isNGH0mKg26GWfNmiHFbSSZLJTI9wvKaYUgiMuetYGTaVSZeKYPp1SqUi0ol9sEJ6HXWUR2yexo764opuKoExM+TcQz6P1piyFhiDpN2cQO+IEpyROrISnRih0pgg8OgWOx9iqIOaUhdGvYDfZKOMZdn64iWXL9lBdMXCTSaZmhygmBMU6eGvdRhYaOarVncDRgjOHigiH8NF567lj+2f+5kntXwuHYlcxjMMWW8eBOm8mxbDKya//Gu4bxjmtfj9rYk9ybiA0TTtU6nbz6I8+yKmv/hr5OoVAFxhTZbyov8J2zx8+Qtv3vkpsXGNqYYVkfYYX3fERdMUlU7JI5yOYsTJuqMJQ2CRX34JWaqFql42WrxAY9v3Xha5hR1Qs3b+ROSGJ1ZijmDMpV0y0VAK33u8XVoMBvJ5+1HCI8H6JMzZB7tWrMBIFAqZNZUEbvWeZWPOnSFlFDhxooFhl0F2fAqBNH2OGPooiJCPZMPNrhunLxSg7Gi01E9yYj/GzwVPY2l+PV1FQDRdN8ygXdaQrCEZLqIoEVaLYvpd6bJ/Ejihk330ykT6X4G195FYWmf2fE8y8YZCdmRrcua14msLnm3/HHD3E2uAjqEKQngxRP7OV7IwYoYEKxniB/ZdooEiMjIbQPYSQdDsRWp5h1H26gGZ4r0rNNU/g/Q0Tg78FFNPCK5cA9xknYwA4Hm5VkDPXfJnA3jGGzmsg4PoU8TMu+Ar3/OmjPHCDz2hY2/lRtOoUBAN+q9io4PHfz+fi4XnYsyUDpxnoWZ+e2vatryHiNjKrQ0wQGnSw16wkuGE/slxGOA7eVIa4KvBCJqyY7wvtFTzKMQUpBNYEFOp85pVW8Gm0eBJcj4a7Jvn0spexbdHjvCt5P9+dWI0Ugve/+vf8emApPVaC3elq7umZQXk0SLDXp6irRb+QoJUkpbiCYUvMvinIZJGVCtK2caemEAODKDXVyMYaRKaAtbkbs2YmWgHsqIpWAsXxcA2BXpGU4gJXN7lx/am89DUbuf/8dbz0iY8SVGxm3vVm9r74RwD826m38+s/ncdgJkiw2ebkwH7+e6bLz3au5PG6FpyDhIPqxwTWpCAwmEHYDrImgWnZ7BtNsXP1T499zZ8Su0rdbmb+/L/wul4YdNun5wvu1BTAM8auYhgQCbEm9Q4GXzcXgEynh5FRUGyY+8l17Pj8B6aLAy8+78uIqSyytQHhSqp229x987+zZv5/InfvI7YJqiIR1v7+I0jTQBSKdERDTC2I4xmC0cUG8VANTlABATVPePS9qpnW3zl4AZ2aTQ6TMzVit+zFSWdQLBOlJoUTt9ANY7qdQNo2erYCEjpucNCfPMDAG+eRmVtBKaiIkm/Jp9jiIFNLotgCt6hijilUb3ZQJ3PguuC6yGSEStRE2d2Ll82i3zWJME2kXfHHrGAQJRQkscNGLRu4po5IHPRSDwWR4QBiooI6NImMR7hs65vZsPR6vlFn8P0vXslT7++OBcZUBW3jHmhtILY3wB1zZvHr9FLio6AUygT2xTFPnuDCYImr0zO5aXghadvCcVVoOfa1f/qY+83vX0Td1sLfdDL2t4BiWtNxezyMv3klNfePsibxdkQoyPjZrQRGHIKKmNYEuavyKwDmfWId4SEHUa6AlARG/M/kjLbd/Pe+txHKVyPLNrJQYE3i7chiCaW9GTVXwOkfRKtO4sxsROsd82MmGoGhEeoePDKvqZkxTmV7NZWAbymuFcEah2ItuEGJkZWkVzXx4oaH+drw2dz85ELmbh2h720L2XnaVSzZ8BqyJ7WQa/MwGvMUcxGMrCDbJnACEkIOclKlWO9hDSsYeQ99qgRCoM2eidzTQypmARbqQUFcPScJjDmYaZXcpM4D2blIAYEgBLdXIB5FUwReOsMr9p7Hr2bcxOrQcgYuX4by+hE6f7CboGaz8ZcLGDjQykdefQE/br2XiyNPckfdIvA8ut/UgVaEum9toHLmYrTbH2NqWTWBMclv9y6it1hFxrbYureJT11wdDHh6WNueM86vK6+F1zs/hP/GPi7FBOEEF1AFnABR0q5QgiRAK4F2oAu4NVSyhNXNvxz3oemc6v9C36652TKMzQen7MUrSgx0wcFlqSgXCWJ7xYsf8c6Hv/uwZWDYABv4w6UmhQyX/D7CwE5PoHQdKRtIwpF3JYa8k1BpICpmQqhIYk5CaPLBG3LehkvhMhkAnibAphdJv1ulkbVX7XMN4GXjKGUfBqsl8ujpKrQalLoORc77FeOlQqoZX+lwwmAllXRBwPsS6TIlky0hMC1QJk0CA77ftAAlZDf11hM+TZ6CJ+apjgSKQRyZAyr4qDlY5QThu/5fLCIUYmZaAWH0ICHkdNwdYFSchDhEF53H16pjLq7Fy0+k3xXFK0BJqs92qJZtB4dbSKPiMcQQ2MUa+KkZwqisyaw+6OMnNtC69x+ru+4netzMT51weuoWjVCWzBHwizQbIwz4CjP2sP8VCgTOV5opC/PPjYdXjGM6ddu865n0QfXYWT81pPxXSl+01/F74KL+PTKP06vnB7Cg9d9iPZvfo2673ahNtSTW1Q7/Vp4t0Zo0CMzQ2VqKsikDKFoHm014+TLBqlIHl1x2TfWSGqLjVKR2HFfpCna66C2t+CFTSbnCHbO/x0zR96MMq5h2xpmyMYO6shSGVFxcUMGpc4qlJYYasnFM1RGls8iP6/MSQ39nBzfzzffcSZXnPQTXhbK8tLdF6LYAikF9437qyOnBPew065nMBdFUz12jtWQGQkjbMEvMiu5VluGMxBETyvYcQ8n6uAA5DT0rEJ5xMCz/GKCWhKEBnxKsadC3Z1j9FyUwpiag7XVovdVjZwXeJI/7ZlHY9IgtKmfDaVW5uhjhBWLq9ONKBMG0igzdIpC53eGQVEwUkUqZQ21rEFOIyNDLDaKwNGxeywnjuPFwfMZfiHh+LjNu541ibejdNvohQJ0tJHanEedKoKmIPIl1s78yLQK+fo9X+G8Uz6PFAItx7QP0dhJLtgKTsqhDOjDOlpeUBY65pjqawzENF+t++CqnTs8gtbYAK5E2dGFCAZwFsxEeH5x1ZwSmFMe+QYFLS9IbfWZWqWZ1ejZGHbcZNa/bGJLsobLG96Bt3E7b9n+B5r1cRqCGfZm6jiQrsUc0oiN+athTgAC4y5m2iHbbCAFWBMVvL4BxMxWRk5OEOmroFQk6XYDvSAJ95cxyhXwTMyMCxLsqIZr+IVgIUHPeWilg+1Kn3yEf/H+lZ1vvYonPnEVa1pWsLvnh9MfVqsxSmTHBP0jSXJzTMa9IB89+yZ+0buS3aPVtF03DLZN8uY9FFZ14EQMlHu2U37JCgpZl+pU5pjX8lixqw9M4bwAY/fZcJt3PWuWfApsB6+jicROGyekEh4APV9hcraOYvt2sxu/7ecL5oY9eKUysj6BNWajjR8UbRsYRm2sh3yR0tJ29EwZdTyHNzIGQ6OEY3MYXxDEnIRgXwEhJXpTaHpBQi15jKyMUP3thyn+ciHyWwW0RBVuOgOahpYpgev6E/y6JMWOOMGuDOqGnSA9RHsLmRk+S6Zx7jCVmir6zrIItKYpF2IYaQe1pCHTKvUPlDH3DIFpgKHjpWJ4poYTUlEXtKE8tAXv1EUIx0Pduh/paCg11VQaq6iEVaJdNkL6CyCuLvBqq2DnAdxiCa0mBVIy3l0FS2F4tcd8/eiFAieooakqolQhMOYxkg3gjZrU/HYXXmsd5hSUyjr7nBzrnjybyrgFQRcrXD7qWMeDPjDFs3scPb9womNu+ze/hjWZJDIyBrZNfGcOtXsYZ8xnKT7V9nT7Fz7gW0oWS6AomGOHda/cdBrNNBCJOLK9ATE8iUjEKcyowhgPokkJuo46VaSwwGcjBu7f4eeGEzkeKHmstvxxaWxHimAIsrMc1LyKMSkI9YM1xnSBM/KHTdwvTkbPuczdNsief23m96+5Agjx08XX8Jo3vI1fL/8BiwyDmSPvIl9QKdf4GifqiIGddMF00br8sVcMjWHPaUItOKixKNqjO6kfbsKtCjIxNwgCKmEV4UpiXQ4If9ytRCDTZuCZ1ejZKrQHt1L+1yre9t1zqIR8ZmP8mnEuSD7JT/pPoXpzCX28wGZvPh1LOolsNgisllhTLq4FZ178OI/kVpL44cM4564g3a6gF8CxVTYONFHKmOxcexXgt9XtqeTo1MP/UPnC8wVC+o/nA54v7+O54O/JTHixlPKps52PAXdIKb8khPjYwb+Pblj8K8I5fRFnnf0l3nI1RLUSY8skoR6/f1qp+H145qRAcY68sl7QQD1YQMDQ6Xt1G0ves47aXB539UKcgMrULN33tq0p4eV0MBzsmIGeB6Mjy8fa1gPw7sdeTyXmU2oPFRIALn/Fem544jyij/YhXBd0jXJDDKUmQnjrCGq5mkK97vd0eQIjYiMrKtbGAGYaCraOqTtMLLWJVBWwp4IYWZ3Y7oJvJxb1V5HVsp/slmOCcgKmFI1wQCFarkcUbLT+cYRbhRvQKNT6RQVr3EXctxHdtDAClk9XdD0olhCGgeJJkBJjokzVFgM7BnaLS8QoUwSkqeMkQmhjBu0/GySzuIbhSgKlqcjU2RW8Xzfy+tCZ/LztboKvv4YLg/6N8ptTLfxy5GQ6QyMsTO086nou/PrlWBM+Vf/x737gb+rp/PeAUFX/ZiEU5GmLOeeML8LyAGPLPIwplVAvFBpVvKLCt/adyXXBHF9t/zXznnIMqUlfnXtXH+kODeu8Uc6/59+I9DUT2ZvBNWPk6wIEhyWKI9l3fg0UNfr3+/E+5ydTeNv34py+yJ+gGQquLsC2EXtHaL1J58pXtvPSOVu4ZecqvP4A4bnjpGsURl+9kOTmLPq+IZwFjbiWwsgyg2KDR8PsIUKuyqJoH+eEtzPvlD7ODTiAQtY20YoCZ8Rku1pPIpZjwKliW6GRoq3juArFrImaUwn3CMrxAFKByKhvZ4YASipqViF6QBDp9cVG7bhKvtafcFrjHlOzFJBQbI3Reu0AXiRI3cOC5v/ew7JAFx218+l+Y4JYqoUrvtPKpxeVaWscQ1U81KJAbt6FdsFKJk6tx1OhMdGP7WoMt9RhTKl4WZWocnQhYe2uC+j7+jqsCT9u1yzxfby3bvoc537tH0M9WZ6+FHHfRoSqosz1C0KVRe0IT6Ju2OlPqrt7kaaJVyigzew46hhKwUZqCk4YzCWTtFdNsPOuGQSGoVCv4JqSuocdzAmbbFvAH4OyLlIVqCUPpc137BH9QxCwQErcbBZV10j+6BGG//Uk4nscSgkFrSiRij8uqyUPpzpCvl7Ha9HJtgq0RSvR8zC10qalqY2bRhrYN5IiGLBRCioy6mBO+VRdtSxRHEH0iSGyS+pAgl6SaJkyXqmMNpmlUJ/AtXSEB5kOiZ4TVP1xHxIor+zEHLdRJwsg4riGglLxkKqgkFIp1EE55TJ8+Um0Xz8Fb/U/r+/uvwuFw/eUi0J5vj6zijlX9nOduYriCoMFoT5+MuenPFBs5WfB88ksq2b4FPCqKlQ9ZJEqLcTTBNZ+ky+eduNR1+TMbS9Hu+xLANx528emV/m1jrZ/uL7d8ktW8aKXfZUgIEfGqDTNQLvjCcxoBFks4tk2tVOLUPsPMiC/7f8Qho5IVuECbkBl8tRqTn3114jFIshYGDk8hrXxAJgGsuSvmErXQd/dTzTShqcL1Kw/kbNGVIp1FloBkJDYWUZZMocLO7exu70NJtPTn7tn6mjxGN74BOOrZuEEBIXqKkItUZSyR7ZFxxwTKEMKF568le+86QwuWPQ4o6UIm3bEMLZ2k0zOpFCr+oUE13eB8lIxyqkAniEYWK2Q3BIgOdaBK8BOmoQCFiIcojgzRTmhYU44BLqnIF/EnEr7NqdVMSrLZ6MUHaTtgJQE+1R6nCxtnUe6DXQ5WeyWMj1hA3HuPJSyoP33OaY2hyl02hCP0n9WjMrJWVY19rCpXI+uO8hECWVviFLTsTPzhV+/nOCI35qy4Ycf5FzlErZ617P2xo/8dQPn74RDDDGhqqhNDaxt/yB8sJGxRQrR+w4KcQ9PISsVlIAFrnd0UcJxkPEowvMoNoTItGqsvvgKog314LpkltYRHCiiCEH/yxpQKhADlHIc4UoqVQFQBdkGDW3FLJR7NiEzGa6bOInVDRsAmLu8i627m9GjZRzbwsio6AXfoaFY7U/iC2sWo5Y9SkmN8Uta2H3ZVYBfaVhoBA5qaVn+ew45FBsEOAKlItAKAjcqUdL+hNyOKJCI+9uqvlWrUhXH29+D2tGC8AJUAv7CQuqeQZzuXpJnLsW1FLJNOkKCaygUW02Sw22IUoVtP51H7ZYie96kcV/b3QBcpzp0LbMQrkViZ4XwgIZecOg/XcOJCDpuKHNTw2Ku+vgP+PQrX8ZUrkKlCMqkjlAkxUkL4SjT+jwzr30Xey+9mgt3r6Xn6+sIjEke+/4Hp8fcrd71/zD5wj/xwsPzqc3h5cCZB3//MXA3f4NiwlP7I0tJnVJC4XM3XOq/GPFvwlNzXWb+qgzbYeD0oyvkwnZ88ZVSmfSauTghiPR6KE0NpGeYZDr8vq9p6BI9VKFSDwwaOEMhrh0/afplp61IYEuA+Q+9flpg8P1VXXzjPEnk1jRoGt6cdvINBp4OUTVBYO8Y7Tsq7Hl3C5VUhXLaRMmrJHc6SAF1yVFmhEd57YJHcBF8bfB8dt43D+3AIEQjaFmL7KoYSgVKVX4FuJzw8OYUKe8KYUfixPaVMfePoI7ncJviFFMKagn03gk80/KVbKXEGxpFGDpesYSaiCM7GhETWTxLxZryyDUrvHzhJurMND9f1YETCqBUQHgB9CwERz061+1F1iZxYhblKoeHds+Atrs5L5DjUJhes+8UCkWDbcE6PnGMYkI54T9ie3019+nPt6v7L4iY5w+m1cSlR77RJNOsUImBMXV4NUEKCPYp5Puqqb4wd9QxhCso1FuUZ88CCaVbqunXoPn+LmS+QFxRiO+AyXn+JCTxgImR8zAzLort4cQsOHk+d97xMc648Cu+CGHFTzAZGqXQGOC6L53Pw1++mjnmKtSSoFjWSUQLZNZ6jL/IILKpnYY7p/A2b8ddfipWYw5V8RgcjaG3+MrGfiHBx2Q+iGKDWRSUhUVNwxDf6j6TgfEY3mAQT/dQHIGWExhpiVIRfhEB3+ZJSfkrU2IqQO29Y7iRAMLzUBwTKbSDK7wudkRBtSHfoGGNhFDG0pjlCqfHd3O6Bd+b+SsKMxQuNd5G07/lcf9nALW9heyCFO0DOdRkFU13FRg8NYjiwPjwQVVtQxLqEuSaj53UGoo7HbsAcuefKRr2PMVTx1zpuojRSdYs+gQkDo+tYlY7csdeRt+whOR3j23jKrJFhCIotwY5ubafe3Z2EkmDXpBY437SmK/TMCds4tszKN1DeNkszsnzUSoe7j5/HFAs03exSSXRGurxJqcQpkn9j7cxftE8PA3KMd9/XGowttCgnDCYcXU3hQUNVEI65QQExiTasEFPvpbEZhUzDFOzXNTqMolYDjdbjRRgZD2sKQm2DQKiXWWM3QMQCqK0t+BFgiS3eRQTCoojCQ4KwgOS9Jq5jC1WcC3JrB9mEeOTaA0Rv7gRUBCu/92TiiC+QyXfCJVUgFftO5e3N9zDmsDR2hz9Z6g0inrmfGw3j7x0ObfMWsH/LEgzKzXK6Mlxav/YxdDqFmRZxcxItJ4RjFADwUGVswPuUceLGSV2nGvSclv5yDF3f9dfEjLPGzw1ds2xMtqePibP64T5MQKj/hglalIU5vjfdWvkGCvE8Rh2Q4xsi8nEfIFS8VsV5GQamYqhtDTi9fSjmL71qWhv8vvHAzpS9WM6MOAXIcspEz3nEhwVTM4yqN5UwAsY3PnTVRQ+U2DW+9M+OzJkYSdNlHIMRRFU7SjgGQojywI4AQ0zLbEmPKrXd1OZWc8579zO+87fRkCYfGBwOTtHwctmiT4xhLqgFjQNQgHcWIBSTYBcoz/Ju/zCm/m2fj6Kk6Tqzv0Y4RAk4khDY2KuQazLxbxvG/bKOUg9htll+H3q5TLejFqErjC8oorktiLxPR43Zheyft6vObQSC74t6dy2QYwOlzfUP8SmfCv3rZpB/Rc0lC9tgoY6rAlJyVHYn0nys8oplMs6mu6iT4FaNOG8oy+LP+YKqnbKf7jYffqYK6cyCMtk9tUTR2wnI0G82jgAYvOeo44jc3lEMIAcHUdpq6LmOxv8vC8SBk0jV6+Qqw/R0DOKFP4inGMKnKiFPlHA2DeM2pgk2xCmXKUTqU4iHYebds7nGweLCdd1/o75296LU9TR0yqeCo4lqHpsnGh1DclHx3GrgozPD+IZkG85gSKlFBhTwh/DVQjt19BzEBzxfLFOuwKKQMmU8AYG8SqOX4SrCpJrOqSfBGRzqNEI6lgeN2RixlQU22+Jk4qKsCtkF9ZQf+0unFlNvGHFw9Nv4dTkPra2tqFUlyknAhhpKFcpzPj0E4iOFmRXL/H5Sym9WOfyGfeypdDEjRuW42kSmdcRJZWlSw7bMDfd6dJZ+2bmNQ5Ox+4/8U88X/D3KiZI4FYhhAS+I6X8LlArpRwEkFIOCiFqjrWjEOIdwDsArGP0zD8bntofGbrhYUrvOBUn7CFNf4Da+pUP0fbtKzjw8gDtvyuy/b+OdH94xQP/ityfQzoOhbVLmZinYKQhMFLGbkmQaRfYMf9YXf/qayy0XfMVAJL3G6i2pJhQebLdp37tueQTdPzii1TCILZG4SnGEvtf9j0u/M+zwDKRuk9rVW2/p9iLBRH7++n8wTB9L6lFcUAtQeiJHtB1BgsRmoKTLDQCXJ+L0Z2tQi9KZL4AqThS8wUcM20GKFCJSgg7nNzSxSNKK1nCRHoV3No4CIFie/45KhIvEYbhEbzZbag9T1lFkB6oKkqujIwE/QTeAHdOnnUHrYC+t+w0pCvQuyyEB57uryqOLZpJcMjvjczNcpjbNsDNRYPNxZm8KbaJDeUaxE0JlFpwlx9N5bqs+wzcgP+519w/jrRM3FzleeWL+5fG7rFgxzxQJF2X+73lHeuupFgnCQwJbnrR/wCHRcLe+8Tr0XIrGD5J4oYdZvyi4quA53LIuTORYxPIzbsQi2fz6I99EbFl7/SZHlreoVBrUKgxMDKHJ8XmWBHP1Cg2BNGi8wkOFKeVaMNLxpncV4U9GaSgBFBNF1xBzUt62bW4lsDeUwFwXYWenXWEuxXua57Jxkwzl1Rv4KJQnn43S34iiHXwvik1SdwssnVvE8EunVC/RHgKUoVCzUGXEdOnARcaPKTlwZQBQQerBHjgRHRcU8EcKxMuOVQiOnZMxQ16uEEoFBViURO9K48oltiSbyIX7qZFi7B21wUUdseoNBmoiTClZIDw3jRSV8me0g5AqdqfEEYeCZBtlbhRB7Wso+eOvvk/XHbY1luPPBi7a+d9fJqq+I8Su8/0f7gB//Zze/GnrFn0CdTaGmr/eID1T2MTXbt3JZ/90etoGZ/Am9cOSJ4YasLab6LnwEx7WBN+0OXrNG6/9z85f8Vnpvf3TBXXUrEC/srVzekf+qt00gPH8dXR41G8eAitJCmYgny98GnZDRU6zuhnfmyIG82TmPWDMQL9Kun5cRRbMvOnk7jbdqPN6WR8ZYpCo0JNewbbVTGzHuWoLywWGChAwCJ81y7KK2cycVY71rhDoC+DU2URvXcv5oJW1KKDmi0i9/YweelSvyhdU8KNBtCyFp6m4JoC11TQcy56XlL/kIPiSFzDINdg0LVhBv/WVMfO047UN3hLz+lUbYdAj19kjP/yMRJzZ1B8OMpwMIIlPSiV6fiNDZ7E2HkAWSxhDGUJfPTojsN39J06Hbt33vYx1kTfgpt7fvXr/jXzBR7eDMkk5bhCOQ4P/9xf61g7+2OEHu8lv7yZWx/65BH7f2fXGSBPxgmqjJzs0TZriJ5t9YT3ZZCuy+T8KHohAouqeeB6P19Ys/A/Adj7+hhuxMXqx2cnHkQlrPqipKOgHRgCIah7cJDr+x7mwp++jshHUkhdpRxVcPUI7uwo8Tv3gZQ09UfILqwh1J1F7O3Fm9mM3j/JznIdyw1/ovmnvfNp3O5fR294hGDABMvAM3VKtQGKCdXXSdIFb4pt5brZy0mPVRP7bRZF15FBE2E76Dmwhkt4xSL6RAFpaMiAgTp3FgwMo1Rc0p1BnwWkCgKjNj/ccwrvX9V11HUYL4QoVTR+5K3mxdW7WJXq4TcX1WOedjLhfkk5LnDGLPpyBoPZWhrmDyGlwB4Lk2k/ctyd9Ar8+8A50/lC6uF/vHzhmf4PL2ohVYXbtv0XAAs/5N/f6x/IckvxyPHi5DdcSaxUhv4hUFXUsot3ygKUsgMjGfILa7EmJaUqwfreb0wfC8DY0YsslqC2GmX7AZ546Iec9qorsOc1Y/RM0PojlY6pd7D/ld8lIEyqtqp4uopSASS4lsCLWGhlEI6Luu0A1Rtt0q9YwlTY5eGyw8nm0dOXO4oqRq/pM2jHfPc01/AX+6J78ii7uhCWCcEAeBKRzvott8USsrOFYtJAtX0BXmvSxRkfR1k8j1J9CHOiRHRPjnLKZz6akw6l9iTCk7jpDNq+AT5fs3X6vTw80UF0r0JpKkCoD6I9FTJtOmNvWIbiSLKXpLDjks9sfymZyRDasE68W1CsBS2vYMfhNbWPTh/Pfc8YyZ/Xsu28I/OFZ7vm/8RzwAuwveD5gr9XMWG1lHLgYMHgNiHE0cvMz4CDhYfvgq9w+5e8CaGqpH7wCE9UfkXbVVfQ1DnCabd/FKVSh9Tg9nv/86h9+rMxEoaNt2AG4V0TjCyrxgmCsXeIA29vR5ufxu4/ckWo6y0fBWDtey7HyxfQLlhE+TfV/otr/B+K43tKd979Zq4/9WqWGH7iO3BNNeofEyS/9zBhdRHFGhO1UEEZmoDqJE4qTNN1XfS9ug1VwRdAtAzk1Qn+uLye9fZJNNxfptxkoEpJ+ZQ5eIaCNZgnsLUf/bZhtJntTC2rphLU2bxpPhZQ+2iefFOAYnWY2M4cblDFnPIw0q4vyjW3g1xbCDPeitWXxtnpV7VlLo/wPEQoSG5OFWOLFT6+5GYAyrLCyrYeHr93NlW7JFIF1ZZIAZl2hWINGGmoflDF/mUd39x2OigKW3/bSEdwjEoIzAl84byn4cFHfWX41nmD7Px4kjmfqUDu6JX5vyf+mrEb/tXDhIE93zyZtllDXPbI2/jpSd+ndv4Iw9tqjnASOYSb7l0OlkTPCtyDK/eiJoWY2UyhIQjti7DWb+SWDZ+e3ueJ7/jHWfqv63ANn8HiaX5yds9NH+XsM7+IWvCtnDxTR9m4C/v0Bbz4X95G1YeH+NMrf8g16SXc2LOEkQP+0nvZ1ZjdOkjf9lbafrCf/ld3MOPX3eSWN+G8xWKstpZ11Z183YNcg4bWAXaVh0za6JbD7qvnUl+BQjVU/3EPsljCWTKTSjjI+9/9a3ThcKBcw6/2LsPZGsNOugSjJRzVxI0HGJ9vkNpcRhvLIicm0VyPYDhEqaqNXDMkd7gYe4YoL+0g02ow0D/JKT2zafqchG17mRUr48xsxIn6/lf59ihS8Sefnibo/OE4olBERoJk3lHF98+6ho8/8HbMiaOLCSebGm5BRwHWrt7I+qr5dL5FPcLT/vmAv2bsOsMj3Db4LdZ2fJj8wlpOf8UVBFUVWV3FLRs/e9T2V3WfQXy3R+b8+YR7D3vFhwbAmnCJ7PAnQblZVTxxtR+vtzz2mentFr9vHTVPFKC1Yfq59QeuZG37B3FGRhGajiI9RMAg+vvNxJMJ8ksbKUdVKn068flFxu0gn3nZdSRfmePdt76ZyG6FSK/HxPIkzupTCYy5jKySzJjXz/7+aupuMhAuhAcdgnunEFJCsUTh9Fn0nqMQaM4wPBJi7ifH0bv6kW2N6I/s8G0HVQURDRMcqjC2WKe9foxKpA66e1Fm1mCM2/7xHA8jZKDtGwBNo3EoipjIUHxVnFc9TYi24/dvZ+7XJ6lKFCk1haGhEz3nULFUrME8lhBMLIiw7wOzsRZOkhkPMfdTBsIwIF9meFMD537xLdz2y2umj/nemju4bdN8OuYP8O4n3oCoqUcUi8+r2P1rxi0cFnF2AtD6Q3+RoHGJfy8/JND8VMwxB/FCFoHeDBAHwFMBKRl+8xKmVto0/lGbLiQA3LzFn+i9f+Nr2Z9LMfBoB5W4z0y493cf4bRX+Ur8atmjuKgZ4UqUmXVc0qxwX/+N4N9uOfOdb2dsvuazaxZ14gYkiS1QCQoiT2SYfOkChk71EFGL1YFuuhw494H3MOtDw/6iQyDgCy1amq8RsXk7QXc2gT6VzKwotRvynPaDD5Pc4tH2UBeVFXOwTRVrWx+yuop8I1iTFtGGerzdB1CqU+SXNiFcSbBQRBsvEBWCqU6LgdUW5skTbF5+2NEK4PQtr6B0XR16wSPsQC4X5vpEG5l2gRKGQqtDsdOFrK+RYo2phF86xHvb7mJDvoNbEnU4oSMve5US5P21t3MHC2mbP8DOj6f+4fMFN52GNIi2OgZPDTLns+vY+ekPULXXF++89eFPHbVP1T3dUBUHVUFm/M+mWGNiTijYs6pRyh6gsvl//DF3y9cO5xxrlnwKuacLIQTpC+YDcP+vP8xZ534JGTSx9gwz+3sR3rLidK5puY/1H/8qL/vPD5O8p4/SrFqcgIKSKVK1ocTwWbVU7Yxh7BumHBO85+Q7jllImPPDy0lsl6Rsj2K1bzOp2pL4w/3sfk8TpddVCBnVeFIw0Jug5gGNVI+B25RCqgqlapPAcAnmhUnPd6lENBr/qFBsCWOOlhFlF6mrSAX0bAV9Vx9uRwPmE71IXWP3R2by2gMev2y/k3Nf+xaEJ4mHKhgbbNRcCTGZxbxvCqRESSYIzW9ALbsI16KuWEZ4RdJzojhBQc3GMgOnmnzs4Vdy8+zd/KD5Ae5beCNzXnIZoYfC5Nq853W+8E/8/4ejTV//DyClHDj4cwS4EVgFDAsh6gEO/hz5m78RocDyecz88jrUvMJYJkxtMEdkxiTVj8NJb7zyqF0eXfNFhO4Pvuu3f5E3vvIOjDRQtsGD/5h/M58/7/ppVsJTsX74qqOeA9j/uo+z89P+QCx6LS556J3Tr21ccS1nvOsR9lyzFH1HL5E9aZR82T9fvoBSdnAbkygVf4XOS0SQ/UO4lkJsnyS12UU4knKVP9lBgjFRBilxBocRqxbAVJpMm0IlJEjsrND4x0HUXT1Ed6WJdJdwIgalpE4xqSB1AUJQqg+hONLv3R0aRagqWjKJVywhyzZudy/hrjyRbvjcba9gyYbX8JKdr+CRzT4DQXiSwKgz7RAhFTAmoXZDkeCwg5Yu4YxN4I6N8+CGOfz0wdXoBai7d4rS/UkWP/raIz7DfZd8h32XfIc75/+efedcw/6vRFBM68+PjRcAlOULaL5d0tVfzVg5xPhAE+l7a6ndIKct9o7YvuI/dn3yA3S94yOUE4Y/cbEdCtUqI8s0ev5z5THPtfFbRxcnAO64++Pc+uinQFFQihWY04HxwDYCXWlK327kRT/+CA36FCtqeiDs+9kPjMTZ1V1HaFDijowS3+fQ87pW+l5VwesfQhtOY07YBG7dRLS7ghN1wRMwaSC2hUn8aiOFS6conZbDnt8Chk7/GUHaLt5HSer8ZmQ5tw7NoZgz/XaaaIWAWUFIyHQEKVf5avgUS77Wh+f5fux7bao3en4f+sJGtLs3kbp+K9HvR2n5cAGlWPEpo/XVqLnytCDeIWFSgOBAETGV8QsJc6oQjmBrqRk9J0nuKPPS3WvIeMUjPsMDL/ke+y75Dv/b8Cj7zrmG8prl//Cxe65yCW5vH4H+PJWgQMmXkNv2sLb5/Udte/fZVzAxX2FivsKtD32S9qZR8l1RQsMOrin8FU9VcN9vn1uv8/oD/vguXRcqDnJ/L0o4BJUKWsH16bHDDhvum8ODve38fnQpzdoUL125kWKdZGyxwvgC3+7RmqiAIlma6MfYbxF/bBgnINAKLmIq48eaZaIVfPsxTfUwkiVkKoFIxBFlv2/cKxZxxydA131xu7LAUF0qIQUlEEBL26hTeUTBLygoeRuZioOuI3UVd2gYcXecax5dzYeGlnFTweKjw0uZ+8UBvJBJekaATLNGuUrDtVRcS6GcCqCk/SKNYkO2K4YxYFCeXYdXE4dikeQWcM0j04WFRoADL/ked8z7A//b8Cj7vxKhvGY5/8hQTAskmJMgBIQSBUoJhdide1hb/a6jtj+jbTdDL4pz85NfoOvyD9M/EScwrOCGfGeld668h5d89o5jnusbS395zOfv//WHD8e6lCiOh7F3CCVgsfSLl09vV7p8EjMNwUFoutPG0z0KtQKtBONnNKO9eYgfXvA9rnvRd2jTIoy6Fsa2IDiOL9xo+K0GouQgShW0pkbGlyeYWBSjHFNwwjpVuySxTSPIZIxijYnVPYk3lUYKgWeAaykQsHy2laqgZyoE90/i9g8hCkW0sTyJrTkCY1B+JMHc711O5y/exeu7zuTMbS9H/WaK+N4SpYSCVPwY9DRfLHrh6r2+aFpGB8NfqS0noVjRuW5kJQfySYQHWl4w7+rLj/gM5+tB9l3yHe6Y94f/b/IFAPnIk4QHJHZM0nn9F9CzDk3XHmBt0/uO2tYbHcMbHWN91zpunvgeyt1PkGtUyDUZaEUX68GdVP1uyzHPc/Omzx3z+Ttv+xg3P/kFn8GaL/HQ7Qt4fdeZbLFj8Jox9ry7CeuJA4R3jON29eJ191JKQO/ZFnve28Kcy3bwwaoDxzx2w30VrLEKUgMjI9Hz/uKXNzhMsDPN69of49z6naQLFsEuncSTGeTkFOrABMLzWxdExfUdHRzhx05DHY6loPWOovQNU2gKUkxpVMI6GAZi025ETQqlvpaOjz7C6KfaWPmpy1HKLuPzA+h5BzegMbI6SXlWPUp9Lcxqx0vGsAZzqIUK+v5hlJ0H8AyNscVQaPIwRgvUPlZB67PY/MNF0//jztN+yuaPXHVUvvBP/BUgn2ePFxj+z5kJQogQoEgpswd/Pw/4HPB74E3Alw7+/N3f+r2oDbUUEhaqDeUaD1nW2DZUh2lUcI1n3q/vezUs/P2n2fKyz3LL0FyybRKvtQ7Vhj+N+1/8yzqPve8tuR8f+wVgx+c+wOL3raNUCtKefxvtrSPcOf/3fK3uCb5W9wQzvv4W5nywB+m6uJNphCKQg8OosSipQAeuqaD0DFNYPYepmYJwn2ToFIXENtP3u54QSFUgKh6VeAAjGoE9vXjtjRRrJZEuQWD/BGQPVuhdF22ywMipSYycxJqSCEcidZVCSiU05KBNlRDRMOTyYBqobc2gKqjJKkgXqN4AyS0q5WSU8aYq6sc9wt15KlEDazBHvj2KHfZbRao3FXEtlUKdhjmmooZDlE6ZTc2jgnCfjTE0gdfTT2NoFrtnho57bRfVDZKd2QLbjq16+0KHYlpI7aD4oSsYyES5eOelhHsl8ft6nnG/2iXDrP5/7J13uB1V2fZ/a2b27N5O770kOemEhAABAgQIRRFE9JUiClIUFAFRX1ARQakReW3YUcSCFCkBQi8hENJ7TnJ6r7vXKd8fk0pOQhJa4PO+rnOdvWfPrFkze+01z3rKfS+6ntfn3Ua0QiZakU/x/evJzs0hVb1vJuDVC8Z2KACk85zYwhmEZiDG10BbD56WDnyv+Xjg8fl0H+fBcXiUtDAxNAnSMrFyQU5TA+41vYRrymFURQr4iDcV0PEZg8ZkA7pdIMcl7CMCNSLwdWiIhipmFnewMVSAlPFjVpWgzhrh0wUr2ZwqYoq/i1WU4SzLMpLrgqSdaNyB7rZSMtVRkCMWj4JRX4GUyiCSGdSRJLaojKRb5GLaMVMxFYG7OWTJaBog5+VCOIbe1YM8o4lkrgN/awYlrjHa6MSzdAD8XkxVoWe+ji8vxi/WHIO7WMK7NUnnI9Wcf9aZPFb/zF7vZbhKwfkJHrvbYeo6cjyNLeEh1pSP26agu+173d83axCAtvUlqCGLXVxoKobThlixd56J7ZGzsbDI+BenTLkROvswkyn09Kil9z00jF/X0eceRvUjadpP97JR0UmU2vhp8WtwAqQNheden4KcBttQnOJXgpQeNwoCjJ4+7JEC5LiGGY1ZrOceJ+pAHFvYTnjAg7PLRu8JHgJbsriWtpA8cRIZr4z3wTcxc/2kAtbiPaUpaC4JM6shj0QhFkevLQEhkGNpTEVB2A3QTeSqCorufZMSp5ONeWWszx2P2NRGck4xqVyFSI1ATkDOhjRKKIXhsmHYJIyePhyjecgZCWkDOEbS2Nd3Ez2iEqddIfjYWkTQv8/vc3JRL81VDeTvc6+PN4x0iqIn2olPLSVaK5FIeHEARjK512PCDQZVv7iLtq9dQyai4u0HOZzE22HjN28eB8B3J4x97ONz7oU5Y3/26qPXMb/uOky3A6M4FymbpXBJlJn/exlZryBSZyDVmuStBCmj42lVMeygxgz6ZsOjDQ9uU0WyjJ3D7TbSuSbIMsLtwhgNWb9RTbc8J6oNW8LE2Z/GtrwZkZfLyLhSho4uJFoucA2AL5HEnFyP5rJhi2zLwkilkVwujKAP0yZh9g9h6tYiD0D2eimI52K47RbJaCbD6P1FqH4HWbdJxq+gOa0sxmiZTLzcxFYXYWVrGZ7NCt4ug1SOgtAhWgWjI26SaRvppI3cURN7yMrGiBjJMQlw4ZNvL2zHDrUGAXqPi5FxgqINe49qx0+dxtFn3clrD1+L0lhHMg90myD35UH0fYx5gGfi9+/1M9NjZb2UvpxhQ894rigbz7yTljHrzJd46IjD2PBGITU3WHaM5oZMWYbiolF+UvY44B2zTSljIHQD3WZDjRoIwyTrlXHl5hAZcjNQ6eOht2ZQ+IpM4JGVGMkUQhKIqlJ0u+VYDTd6kTOghiWL+HFyKUI3rewM07DIGwVkvTIjx1ViD5fhGEwhNDtG2RTkpE5wU5JEqRPHqEEyXyVcIxOr0TGFnYIRJ5FxPuSMiee59eiH1SMFvRBPsOUKmZzcYYYHvZiKhKMvjqvHKqfbF8JVyid6zv0vPh74KDITCoHXhBCrgLeAJ03TfBrLiTBPCNEMzNv2/n3HrtI3vadXMDLORrpIw5aTIjcQozgQZtXpN++zjS/Xv0FFYJSaBXcTTlq1/5pHBQM6YwEeqHoJo6/hoPuYs8HAs8lGzxulNLxyAee3H0vW1Nh6wh/ZeGMdRjgCpoFcVEjmlMMY+dR41O4QAP2fbaTzFJlUiUbopAT2hgiGDFmPiWYXJPMUNL+K5pYRwQChU8YxPNlL3rghwtMzaM1bQZbJTqqm44w8QpOCCAMrk8EO8WKFwcP9uAY0bJEMSBaJj1yQh94/YDkidAPTYcN02CxPbzyDLaKRuy6Ff5WVkqyG0ojeQTzrBi2ix7BJqM5BuEZl4EidoWleKCvG0RkhuMxKLdV9FgN71mtDyCZL0nsXcFq+uJ5ETQCltvqgv4dDGuNqiJc6iVZIiJhMdEuQjsGcfR6y5bpvMadwK92bC6j6xV0YEtZfNIqSAIcnzeIT7qGnu2Sf7ewLFtu+iggGkEqLMBNJdIdC2c+WYwIubxqbU8ORm0QcHqb7+CBaRzc5GzLkrJZITqmg5yiF1Sf9gmSJC4TAPipwDFvkSa7WMLrXwYtbGuhsy4c3VtN1gp/ZxW2EdRcRzcEJnnV8ufhVytwhyrxhshmFzIgDdVQg6eAaNBGGgRnwYKoy6WIvetCDYVcQmoFjKIN9JIOc0pBTOkige+zoPju4XaTrCjBnTULe0k3BEquWXI6lCTUKes+sJlkZQPPZsXdakT1JMomVm0QafQgdNg2MSQezA7aYSaImcNDfwccGQoKRkJUJkifvc9eNP7iakVX51N1xN3nLBAXLNZT+MI6eOCKlYeo68xuuZ37DwXH26uMrEZMbkIuLEIoNodiQJ42zonBdQ+Qv14n2eTjcbsMp7JyXu5iZvhaklEC3g+5zElg+yHRnG1IGpPxcXF1xq5TGMNB7+hGhKObmNkoWp6n8j6DqnvWEZ2QYnGrDLMhFSehkXYLkmYeju+0kCgXZHI2BqBdPVxq5pBBzcBh9JIQcSSJHU4hYEqHrmJIEEmgFPsyZE6G8BOJxpP5RRGkRoVobow2C8SduQZsVJVTnIF3oQsroqF2jGJPrcTeHCL7Vb/GNFFhj1zGUQekZsZQvevr5eyy413u4fHE9tpj5yZ1ztyObRVcF+W9LuHoklv9q784qAG95BNNu0PijBQjJkvEUkRiOzgj+VTZMA+puW7DPNvYFU1Ws0sNia0mRuzpKyTMDFC4ReNoEiXyB2h/F127g7jaRUya24sSY8sqmZGIMj2Bmt3FfCAmyGqTSGF09+Jf1kcq3s+HuCbTd5SVWDmrEQI1AtAK6zq0iHbSjuWWyPogXC7SKfCSvBySQ0jqUFqAU5CGVlSDl5VrKKrJspZE7VUyfm2zQSTpoQ3NJZD0yBSvSKAkDNWaiO0z8rhRGRsZQIVYsodkh6wLbtjjIhMJ+qouHGJ4KIxOtbUcsuWSv93C7vfBJhuz1IhcXodlBFCURRe/iDEg9gGfTKK4nlnOS+j8YHd1kCjVS21auckE+3dfOoum7Bz921YEE/tYsBW/rLPnNYdz693O4oeIJzj3lVSSfB+FyoXkM7J40PnuKTm3vQSQlkUWJZbCHdeyjViZi1i3Qqgopeknhoddm0nhfgpwlfSRPmIikqpZTy62ieW2k/TJpv0TWBZk8jUyugZLUcXckQFUx6sqQs1bphDAs55Zul4iXOolVuskEbGS9FmlqIl8iWi4xOF2m8cxmvj33SYo+30bP8QHUsCXzK/JzUbvDiEgckRNg3I2Ws1zIJoOH+RmYFUBOWxnHJ288ba/X/f/FnPtfHPL40J0Jpmm2mKY5Zdtfk2mat2zbPmya5gmmadZv+z/ybm0dKBYZ/0Ko6g5j8Z24ofEpMrpC0/ULSOYK3v7dt8Zspy2VS2/Mh5QV6K/k0PD7IQy7jDCgZzDAA9F9L+r2he1RNCUFrj5Q1rlZ3FzDvSEr1eGHJ/8bubIcOScIDvs2MiYTrcBHqF6l9vzNbDjnFyw+bQEbj/kTp1WtQ41adfKSbiLpJtEylaxbYujYEoY/nUA7a5SvVL/O7IatSNOb0AcG0ZwycgqLGGlYR3MKknmCUIMgXGtiH04hxzNIsTSG046ZSiEXF4FhoLd1WvVy/cOwuRUkCSWRZWiyg4E5eQxNcaM7FDITKohOyqf3SDsDx2cZmbJ3D+zzL3wXeSRO9sgJ2IeS+HNj3Nt74o7Pd3UsfLt/GnJGkPbJxJo+/j7b/ZG3tEUF6loXoXqLDGlh5z1j7ndrwWoqxvWBYhJo1Sl9YRS5upKC1wZR3vDyaKyRR2ONB9zHlxZ+m0WLbwDAUGUMjxPTriKcDtI5NqTqctL9FomUw54l1eciHnKSKDXhiEk4OkIEtqToO0Ll+ONX4pEcDE9Q0BwCWwzcfRrelhgiEseUIP8JBwWvyzB7Mokyg+WD5fx82VwWLp7GoO7lbwNH8PKWelZtKce+1ok6aCVhKQkTNWagu+2ki32kcy3d6dGJHnqPdNNzrI9wrYP2+S50l4KhWKz5o41OUrkqqdo8hifYSeeomKZBNuBgZJxK77FjL7JWn/EjnK950AI6ow0SzhETXdv7tPvt/mlk3dbYlXP2vnD7uOCdY3essewa1Mh7cCVme5dVMrMX1P++j6onUuS93o/zyWVoLW1IiTRIIBcVQiJp/R0gnl6103kcnVGGVF+NVJRvLdAkQJZQkgbuFoUBPcbGbJwSxWLtz+ZnSVZkyXptRCfmMcdhKYgYg8NIfSOYfQPQWIU0vha9px9jWiP2rjDuxVuJnDiOOY3NpCYmEZEY9tXtBLak8GwJo3QN4e0yUUIK0st+lHAK4kmMRAKh2og1BBmZFqT1vBI2fzmHTZflsOnrblqulGg524WW6wKvh62XVrL5B160E8Lkz+pjir8Lh5pFSZnYIlmyATvp6twx78vC7ntJFtgxcrfJIJsGdzWfOOa+AHJGkHWLT8Scuz/QVYG712TaFQsYuGDqXrMOZ5W089XZL2NOiGHqAn+rgTEags4eCpdEKXlexn+QAi4Lt9wBgBiN7nAsYRggBGmfsGSZ/ZAu8SNnDEtZZChNZsjJ44kxlKry0hiZjEWeJ6x5ygi6MYZHEB43XZ8qoefMDK2n/5Z1sx9AC2r41gzhGjQJbDZx9xroTgk5bWCLWinbwxPdllKT144wQMSSGKEI5kgIfWAIvW/AUrBpboOWTnSPnY6THNiiOs7BDK7+DPbmfpwtI9jDBgjo6/cj9LHZ7FvP+y6ru0to68+jfmoHelAjUm+ib/Jy92g1k362e8nDrvbCJ3HOHQv6iB3bBheJIljY+wsW9v5izP3az85D2BTE5Aa6rpyG5M5iOAw6zq1g4LQa4jUa8Zq9B3X2hqdX/mgHN4icMXD1pshbEaVguc7PeucxnHWDbiD8XtRRiXS/i03txfxl6Ki9thlqdCOyOkrCQImk0G0COWPZI4F/r6T235a0cP8JxchJAykvB6WxDjmWxtkZRbcDAjy9JlJcxnAalmJOzJJr1Z021LBOxm1lLWgOQdovSObJjEyQdzi+NLfCuAs2UHpaO/L4CPWeARKGSnNfPmoE7CMpXD2JMa9h2fxbYFRl5DCN1LwIo8ekGJwm0z6cw0Udczjmiq/SrUd37L/dXog15X8ixu5HCWEeWn8fNxxK0pAfKIQsc7Lji0iV5WRK/KjNvaz8v90jCkbf/XyzP4BZo+Pq2HukbOHWCWTTCiVLDVwPv0XqxOmk/QpKEtSNTn4oncEXj/0zRl8DUtGBp8298bdrmPINy9urucHW4WBVfTkEWznfO8QPbsyj8Pligo+vx/f0EEJVScyswR4yubzkBWxCoUi2GPZ+WriKc7+ZR8/aGtJ5Alw6UsiGOiphTolyavUGkrrKGZ5mHu2fSqzKgzdbj7M7SmmPQGQ0euZZJJPBzTryGgPHy2uRcoKgyOiFAaQtXZjVpYieIVAURFM9Uu8g6AZSTpBouRtnf4rw1AxOf4pMi5eMz6o9TU5N4l7qxLtaJV5h7IzyXDz2vbE392MEfWSX5LBczWFiejwZH8w+bh1HVL4CwPX5r+H5VIo/e4/BMaBQ/uTHm6BmLJbedxLV1fz8Lrxb9u0bNPoauKZvOqXuMP0DJbhbR7cRbNkwVYXyx/p47Llj6D4xwC9ZwNo79h1xGwuLFt/A3JNuw1y7CanAWlRkvBKt5+Yz/idWenDHyRK2iETx0yad80yaz3egjrhxd1ssyos2jmPGQLlFtpk2KXm0AwwTMhnMojx6jnZReX8rWk8v0vQmXN0ucu/V8RWbdB0nYRM6qqQzu6aVywpf5CveC5FXeih5NYnaPsTQcWUYihP7SJaBC5Nk0go2exq92Utw8iCDLbkoCYiVqKgxg45T8nB3QTJPRpjgb9VAQOKoetybRyh5NkrPSQVs+fbe75fIWhHsxXf+mmEjznaN7Hfi9sIVnPM/uSxfVgtiHL6/vnHA38GhhLHG7juN3RkX3038/KkUPrplr+2c7L4AdB1bJMrISXXYx+Vhi2TRUxosWw/FRWCzoef5Dqqfi163HGFHn3Un4ck5xEolyv7dibcrw9Y7g3ies1G2KMSpo9cxMjuDFLZh2AxmTG2hxBFm5RPT6DpesCStkSnIEv7MVILPbUHY7YhYGlORkYN+YoUORJ4dV/8Q/rd7GbislMboKMbgENrsiahdIUyXHaMwSNov8LZDzvoUrG/BrKtARKMYk+uJVMiUf6aVz+ZZxLfX5mzl3lAF/+mdTMtgKak8O53f9NKY38KmgQKymowQJktHKim5PAJEaL6yiopFVrnPdkfgWDBtMhgGkstFwVVZLntwNr8u23NcPn7+HXyv80zWL6zH55v9sR+778Q7x+0JL36Ltv48AOxrx06fB1j86BSeq82CYlD4moz/1a0YmoYoKkDuHCQwEIFEgvn/uYKFfb884H49s/QHzK/4JonGfHS7hGdrGN3nIG9VnK4T3KghGJxip+TVCJE6D/0zXLg64ecXn8vDP93CHyteBWBAj3HJlNf48w/mkb9SxxQQrZBRwyZ54ULM4VHKHthMcn0VtSOX4u6QCCSh/7hCfO0ZUrkWd4nQDZRolrKnEyQqPTj+s4T0vBkAqFt7MHP9DJ9QhiEL3AM60TKZoldHEUOWc2F4kpuqG5Yg2RQr+JOXi+l1ofucdM43CayRATvhidoealvvRH/My/jabtY3l2IL23j+5PFU2Hu584Jars2xPDi3F67gkvNf5ZRHryFSNZ7yn775ibMX3jl2f7PpWEpso9vejX0PT5l8A0VFXjBMRpt8ZA6L47ZneWjO//F6soatqQJr0Q/MfeEaXjx+T56md8MzK27iuFNuQxYCOZzAYZNYsrSR+UetIP1vPwPPlFH5eBjDbo2tLfbxTJ46ldXX7Mk/Jn1hkC1N+dQ9EAJdZ2CGTNXjcXhjFVJNFWrLAHpPP/krBEOPVKE4JbqfLaDy0UHIZMl/PkZyXBG2aBZXv4yc1JHXbAWXk8y4MjSXTMX3N6OZEl4lzfpQIQDdfUHMrIwasqFGTZ77+S95ImEFFLfkW/s89OOTyMOSYR+Y4aXg7egOR+BYUAJpklEHTVXdrItVUOyNM/D5INHTZUrlnWUeu9oLBb6P1l4QQpwErNmmxlcPTAKeNk1zbM/Jf/GJwifemSCpKqK+ClOxLjVR7EZJ6izs+vke+06++3JEsYnpMvb5kMokbdi67MhpDaW4EGnEqpnSXCqxSnC70jv2PViHwqp7dp6/6v7dKz4Or29jabIWV189jrYR9LZOwjU2YmXQnC6iO5umVh3YwXj7j5rnoeZ5Tts8H4+SYU1fMaLS5Jy6lVyXuwyP5OC2kakkszZGG2WUtA90k1iZDVOGnA0ZHG0joMikyv0Ip1VuYPQNInmcROc24lvctqN/oqUTfF7wqKDreN9oZeCMOqSIQTrioeWanRkfNQ/eypq792/RunDzbcyvsvZ1WuWW5D24ks6rppLQVeZtOJ3esA/VpqPKOraoRCZoIufmoA0MHvB3cKhirMhDww83YtaU0nfk3uuapaLNPP7Kj9FSNnwjEK/yghA4BtMYNglbOou5dhPFrol0z903J8W+8OKz2yTTaq4FTUONGGTHpQnPLsf75GrK5UmEamB4goJ9GDJ+EzlpqZmUvhhmZMjH4EwbNVvSmIrAyPOTDTowJUG03Eb5ogjd51STCVQjNLCHoGd+EboK5pQoDbYhPpu3lOfCTTwwPBu9zY2v18Swy/SfVI49amCL6SQLbHidEXBCJOmgcHofgxEPSkIgpwTJfAg1yGhunWShjLcNXn3EkuA85tOWIbBww0/e9X6s+pk1Zut/YjkIc6U97+2TCQeH24fIYuJR0hhOg1C9wsEtjT9eiBdbEca9RcfAqr+d85k7kZM6kSqBr1XGlAXuliQiN8ci0RwNIXK9nHz4TbspkhwIXnvY+n4nXbsAI8eLnNQpCkTomO7A1+qi4J/r0FxNaC6wxWVWh+tZVpIhWCKTswa+VXcuQoJEvkA/tY685zrAMNDyfNgiMUwBakxDFOUTHZeD64nlmB43wuPGtqoFs6wQkUhD3wCFazWrVndSHVJ1OUQT6FnLkWXODTE3fxMAhmk5EZ8eaKJzOIh9RCJcA8X+CIpk0FTUx7q+Il470VIfmI9Fcrnl21fDt/d9P7arDJzsuRAR9DP7kY3UOfoZ9/r5bDzKkpJLm1kSZpY2LYBHSZMJmuT8dgsHHq88dDFmtPdH+ThmOkhNS7L+x3t/hpkS+FfYiNQbCB3L4e50onV0ASD7/VBehGm3HfTYXdjxsx2v54//LthtyNEk4CZebuLsF6AZpIIS9oiJ2mWi9kZ46/GJXHFmBqec5VT/KmKag2xjks5CFd8mmUwAAlt1CEcRXg96UQ7O9b2MW5XFTCQZPmsikgYZv0K0wpLoLXjbQAklMLv7cG81ESXFhEpseHqyIARtnwkipyxlplcfuZbDL7obdB00DVPLUvh8L1SWo3f1YKbSPNty545rq/zdHbvZRntD8zmWc2zqk5ZUp6PbRs29m3hyzQucNul46ux91Dz7ZZzeNM/O/DVtWhDDaWCo0v8X9kJATpAw7Lik9BhHWHh69Y85aeaPMA4bR7RSkB128MWjl1Jv8xA3O3BLaZ4encjG0UJGXy+E4w+ufy89vVNiVfPYUEMSmiFzZF4rD07NZXjYR/7LfZj9g4iiAjwFY5cJCmGVwNDahalp5K7NRcroMG0C/YcHSPvB11m2jYNglJa+fPK6TFLlftSRFFLPEI4lmxFeD9q4YoRugE0Bw+Jf0O0SJ+VY0o+vhhvJd8YJpR3YHBraiEo6B758xVPEzAxT7b2sTBfz3QlPAfAYlqPlnQHMsdD69W2S8vffxkP1j/Ml28lEzveCprHie5YTpU+PYROCuGHgUdJIWUGoXnzU9sIdwEwhRABLU+Y54MvA6R9lp/6LDwcfiZrDhwmpIJ9khZ9MvotMvpXW9/yL391jv5lfupvy+5tpvG0LbZdeu882hTDxdkAqR7aIjzr6sLcP4+1IY9ggPOjh6t6dDKvvhT8BoLps9wdbk68Hb0mU3tmqpdtcVkIqD7TCDL9rOYqbV53GZavP4+s9M3c77smGhVxd+gxn163kexMXEsq6aNWsfJrn+sfRH/GiuSDrkuibbWN4qs7IrAz9M1VChxVANI46kgLDRB8YQiovQSQz2KIaZjrNwu57Wdh9r6XjKwRaUQAcdrTaEgwb2Af3HG4tX/jeHtv2hYVtC3hmxU2Ynxmm4OU+pNJisl6Y4O2l69VyWOonuTyHoY15yCkwCtLEZ35y6snGMgzmHfljjMYKYN9kcwBa2I48aENzQqJAIV4gMzLeRdarkCnykjx9BvKmDtIBk6o/30bVn2876L4ubLkTM8eHnDIwBhyMjJeQykvwvNGCt9NAykD+So26f8bxtZuYEsSqPOQ91079A2kyfgXdIRGr9iKlddJ+hWilQGzpxBSQ9ZrYRyFZAPLJw+hHRqjJGyZk2AlICSa4etBM2WLPT4HmlHAO66hRg6FJNkYmSAScSQLOJJvO+j6hhNPiVggLlDjEKg0yuToIyAR1lt23896+8th1vPLYgakHNH935/FfaD2el1I703RvaT6NI577Bjf1nszmUD7CrpMqze52/P6krx6qWGT8a4/+Hzf/duaceQeV/9m/irZQrUyi0IZ91FqgySkDLeAErweyWcxMBs2rkg3YOfqsO9+9wX1gzZ1Xo7tVME1skg52g9EGlcScRopfCuEYAnevgbcd7O0qkTlJ/C0Zwq8XUPK0TMnvV+PfmgKng2xJgHCNA71/EE/zKJpTRtvYjPetDhJnTEebVG2llWsapt3G4JxCsjMaEDUVML6GZJET3e/E9LkRMyfSP9PN/Mr1HO5s5XBnK9+esBAARRhk0wqmBPFyk69UvMYxOVbmwuazb9xxbfsqg9obnon9mfaf+fnDa8dw/8zJZOIWaV+bFuXHg9NYnvayKDKJzaF87DWRT/ycO7/im9hWbqX8vnVs/fy+n2G2GDhCJrawRNYjSI8rxqwqRamrQamrsRYro1FEazeaR+WEue/uoNwXtE1bkIcimC4V5wAUT+wnWWIgJdI4hwwcIwaetjgkU1T9o4+2E+28+PtZXLvgq7z59cOovVsj720JOQPBjQauzcMkZ9RYC/4V6zFDYYZPrkVvqkEYkMwXRCokpAwYNohUqWQKPIign8zhjWQaivG3pHCs7SJTV4gtClJ6p+ywkjYxPA6MWBzJ6SQ6uQDiceQxCD/bLz6wOXflaTez8Jh7qPlDB0+ueQGAlqsaaVL7Cb5pR3rTx6nLvspToSk75txP+tg94ot3cfvt/wPAGTWr37WNSI3TUjAZlPnT8tmcvXUecUNlWPeQ0m2UeCJIWahZsKf62YFg4aafEqlULSdTZw0FaoTivDChekGyNhcR8GO4HXjbktS98CXO2HwKs1Z8lnNbTuDrPTPp25yPY1BCeD2YWY3A6hFEVmd0kp90EFIFJvYRDUMVJF/Po+o+QfCJDYSrVSJ1HpBlEAIzFEZ3SqTzHFCYjxGJEa1wMDhNJqy7COsu7pvxZ1K6QtaQySRtyAmJTMDkOJfl4A1IgnNql+24tiUPXMOSB/ZUeNsX2i64nrfTMmv/08imrxWz8bpyALKmxs+Hj6RTk3k1Wbljzj0E7AXDNM00cCrwT9M0LwVKP+xOvCd81AoO/1VzOIRhV9GcEjhBjei8/NTYoZiclSHMojxE39C7Nnl0/VZWLm9CjZjoTgWRyWK0d6LaFHxbCkjl2XjCPRGfkuKm/HXv+RIkYeKUd04UG6LFREddqHYYnRJETgfIuk0kVWdwyIfSayeumDzVN4Wrhc6J/nWc5rJqfI+wKxxRYHlXnxttok3LZZKaoK0/D4czQ1YBSTNJV6UpKggDMBDKR3NIBJaqSL3DEPAjEgmMji5MXcfudSGCgZ0dzg1iygIME9NuI1loR7dbdUAtVx3YhDoWvvr2hbw9/Q3mTP4qStpE8xrM9jTzoP0Ysj4TQzVQR2TSeQY5uTHcW8xPRJTs3R4Oz7z9w3dtwxZIo6WdaG5BQrayAQwVTElBzsoYiiD56XH4twrSQ/uQNNlPiO4BlICDwAYbiWIwJQljJISrL4WSVnG9sgmRGySne5jQ0eX0HiPonVNJ4ZsmD95+J2WKmxnLvkD/2hx8bVByVBfNrgnU/itKpNZNxieQJkb4n+qlPNEzic09hYyv0/FINo5y9LIqXk42oJMKyKhR8G4axXSoyDU+1Cj41N0jMyJlGcWmBKZi4iuNEA3vPYX5YPGtkmc43G7xtjRnYziULKonw9v95RiGICc3xsjA7qzVY6Wvfhywt3Hr3GLNtabLzoab3z1ikyg2kVMCd5+BLaqhhtLI4SToBkYsbrUlCwan2K0I8HuE0E2kjM5A3I3NmcURsuHeNIw5OEyeTUboOkqpB82lMLd+A2uuK0F5uoi0X6LtT9VkOhzkL3eQyBdkAuA/oonmSyWK8kdwdjRgdg8QrpbRnA6CfSWQ1eg/3If90wN0LC+g9q5WJIcDKd9JJmDHEd85VmsdAzjE7sZjoTNKf26UoWEVTMERzg7WpAt55Khn3/O9+NuWWdw2OcnVzV9i6KzxfGbyWwCkTIkmVzcnOHX+NOAjrSkcWdZG95aST/ScG5lVjve5DfvVhqFA2mc5DrNuCNXZMRrt2CMm7u4MqlPFbOvG1HXUnvB77rNSUYbptmMqEvaIwadLV/PL3mMZmVmAc0hDHU3BivVohsnA148gOstP+YMa6kialqsEzcf+lVkrPov3V0FsUQ3SaewvrsJoqmP05GqcQzqRSoE97MDTlUHSbCTzJVK5kC7UCDRbizKtswd9UgkZj4R/fQgjHEEJ5yBpu0sw2uIGulNBnlSH3NKDGtIwKooAeHYvctoHgsnfWkBwUgknrD8Dh6JRdUw79TYPkVoTsziFEXbyn+hkKkqG6ejMw70l9LEfu/uyFfwPr2To/OmcW7f0XduJV7pREgZySkbSwOyys2q0lm9FPkeFP0Qo7aDEFYGZYYL27Lu2926wxQ00h0Ri1Eln2uJy0bw60XIVOV1IKk9FThtU/05DH/TiD7poacxniwp1K+MYqgymaRGt9wxgVpfi/8ub2M+YQTJXxv7SatTJjQTeikImi1FTSrQSEhkJx0gx9iWbMLMahmL9XkUkhvC4yXgFtij0ZgK79TeWtqO6slCXRbS5xyQ1fS/IIpOYmKLyrzI3/+o+QMImFE7yrWGq6qBc6WTBtjn3udD43Y79COyFjBDi08DlwPaI7b6Zlf+LTww++c4ETduhA789/Xos6C5r4bRoP2oWby17kjnjG8ldb6AMJxB5OVBfgdnShbsvF80pk+lz8g95+g5nwsGWOwBkDZk3+ypgW51qSygHW6+KnIJ4kcBQBKZiYnNo6Fs9KAlACJy9Cq+smInzsiynufb0QG+vlQT41LjVtMTyWFOhMhx3Iqtp+getpCnTZmLYBKQzFjt/bz9KThDcTtK1hdg392KGIzsb1nSwWSzoOOyYkiBRdFCXPibCWScDegxJM4mUKyhReHT4MLSiDCRllJwUWlDi2LpmRtJuUq3v3UD7KPFuTgRlMMLC5tv3q6251c0s6ptMJmcbo7AuKBk3wNAbRagRgX3URHMJctanUaIZTNt7S14yolGUeBZvtw1DVRBDI5haFimj4948Al4PiYZ8XKu78LYmGPqM4IiKNnKOiVOhWIvpi2rfYMHwiYScNs4u3MSfU2VEq90k8yUiM1Lc2LSIU90tDGR8dAzkMGJk8UiWwaoZMraQjJxm2+9EQfOopLdxFa3s3Ok4T8TsCE2gOyAdNHEWxZlS0EOf18uWrn0rMBwoXk00sDET5XzvEPePHkEiq5IO28nEVSZVd9EeCuJd/d6dOR819jV2h+ZYk8LSP4xNdPtOuHoFyULIW5NGGYpDVy8E/ejdvUheL5gm9o4Q8rhCHKcPcMQz32XJyQcf5VU6hzBzfBgv5qBVGbj6sxbB47YILaqK06gmHfCzfLCc40s2c+t1j+w4PnZEivNnfIoNL9VSvDiLlNJxrXExOjOLK9+GvKkV3QHRckHgySEy0+vQnJBKODAVKzRhxhPYh1JIm9rANOn7ymSiNQYAz8WaAJiFRcQ13dtOk7uH/6iTaO3Kp0fzkCvHD/r6d0VAjpMybMhJi/vjuY5Gtua9wsp0Occ7OwEPd5Q9ycqCHAY1H39r/fjWnG/HvsaufSTL06O/2692YhMy2HpVsjk6ulNCz81SUBSmvzdA/qsqPt3A1gZmOo05PGJlqbwXxJOYeX6kRAahuai2D9BU1cOmSdUULxbW9pygVYoI5OXEOObWDRSrIS7zdwPw5rSHOCl0IbaOIbDbyRw7Gce6brztTrI+hcK3swgDbK+vwTF3CgBKXEJzyTgHskhZa4y6Ng7iSmfQ+waQGquJ1vhwDhq7EYxlXRIiKxOqc+D3VJL1KGT8Cu7O92fsCgNca3tpHsoh9wkX0bMiLE1nyZ0whMOWxTAF3f1B5hev429PzsNo7XxfzvtR4d3sBeGw75Zlty/0zxSUvqSjRmUMGziGQUnCSDKfQX8Oc6ZvpCvupzZ3mK3P1DDh9QX7LPl5NwSXDpA5oQjbkI3X+mosG9SrkfXIhGvtpAMCTInCpRnE4Cg9Z+Rhypbzv2RBKyndRtfd9bjb40Sr3QgDvJvdOPuSZHwesnMmYUqCbNCOIQuUpI6kASbodgkjmUJy2DEFuLuTGCOjmE11JIogna/Tksjb0ddLSl/hL31HktIVyl0hnsscOHH1uyEgJZle3cmG6fUc5dhpix3nsH5AuZKbH49/lEHNx5urp7zv5z9AXAbcCDxjmuZrQggvsG9pvP/iE4NPvjNBSGR8gljpzpTiOZ+5E91mvV/8z2uYe9JtOPpC+92kbkJuWQhHn4wIRzGKcohVu/Gapbi7k8SLPBgOA8MYm234QPCvrYdxZRVc/9bZO7ZFkg5sUSulMDYhg6kLpISMwIqCpPK3PcizEs4Og7ne9e96nruKlrMkrXF+91fQnGCz6RjNLkwF3F2gObEYqDUNeVwdxHfhVPG4wGcRPp7svgDG11g3KZGAWBxh5O8wjvcXdXfcTc2/Yzy7ZE929+bRPKLlYNgkInUmukdn2WAZpiawhWU03Qm+LLIwGU65cKb7D+jchxKUuhrmN1zPws23ceFbX2FzKJ/evgBtF3wHsFLF7b7994aXOUaxl8ZJDTmRPFlKCkLcWPsEPzQ/xdDyQpxDluJBpEol75GDpBjfhqPOuQsPwIYW5OAEixnf6UD2eBADEYjHrfdZAzPoRYqnMTpzaAnkct/E5wErcv+z5+Yz7ntr6btgMn/Qjqd4mU73XIHpy3DqhHV8yTcAePhp4SpqHQOsz+biECNsynp49u1JVL2cxRbOAKAFHGhOmcK3svTPtCE6dt47MyMjZwSpAgPTl2VmaQfjPL2MpOtoPW/P0qi9Yd5RPwZ2kvqNhX93TkPTJe5TdDKazOCgH9ugDUmHdaPVuDsF+Wv2Xs/6cYBSWMD84q+xsPcXnPDit3ig4e8AFJX2ABBqOLD5seT5EIbThqkIsgUetKpxDE614e0oJ/DQCqSqMsz+IXLX+uk70X7Q/Z53tMUyriRTiLCEGgkiJyQcrSOYsTh6NIqYOQkpnERbtZ6g1kC/N59/1ufxnc+9uUPL3iM5GO/rI/MHB/FJhfQd7aXk9sVkTjkc21CEwS8dTqI+A8JEm1RNrExFToPynI+i5gzxo+tJBWXynt6KKcuYtWUEN2eJ1sjcve4EfE5r0dma/BIbRqsoKI1gEzpH5rUiCZOI4djrNY6Fnu4STl35FcBKD98VnZlc6u19uPrB26kReinAt4Jn85nCFRRsI/stkj2c4sxw96gXI/0eF8QfISS7A6SdY3PXMkWpaDNHn3Unkmf/A252X5q0ZKL02nE3jfC56hUc7d5MR20OP+o7FyVlx/t6ArmoEGNwCKns4KV5x/1gAVzRSPnzCZSRGO5uOyOah/H+ftYFy3FvDSEGRtAGh1AME+dQISPL8mkJDnKMZ+NubQ1NdpFjKyReohJqEOQGKvE+uRq1ppxsrhs5mYWJ9UgZA0mTUeMG9mEJx4pW9HAEuSAPc2gEfXwVSjoNAyMwLgf/+giG05rbTzzmFkSxg3SOQjIfpKyKMKzF4WsP7z93xIyL7yb3gRU8k/zLHp+lcoFMFkkyyXmpg4HDy/m/4hMAGIx4KAuG8HhTDGR85K9Jf6zHLlgR6UXGvzj55W8ywd/HdHcb59cvAWB+w/UI954qHnuDEhO4Ng0SqbRKVX0dGraoRs7rw3R/upTaOYNsHClAlfX3nJr9mde/Bnjw9GikchR6u4OIrIS3OEo6x06k0UBoAiktGJriwu+vpvSlOM3nO8Ct89m8pYR0Fz8LNuLdmGZokpfyF1KYmoa0pQtbaQOxUpVkjkCYkL8yhW6X8LVYUo/upW2kjpuC0E28zWFEPEV2xjh0h0zJ6xlaz5Rpi+xUanNIWarcw5TaR8mR40Rrdj5zDiRweMoUqwRtV1Wh7ViTLmNWoJUNop5lmQyHqXsGGLbPuR+1vWCa5grgrF3eR4GPT23mIaSicKj040DwiXcmmKMhfK15fO+7/yDSs4DJj1/FGTeu4InF03EMSNT87VbqX9+IgUXytT+ImjKyMGk7M4ihBJEz4N9qIDa1MfLZSaRywdErk8LBVzotKZvfl79+UP0/223JwJw99087tm048q8c4zuTrk2FCMXAl5tENySymoyRk0VEFLae85sd+3+9ZybznG+967kuX/NFau/S6T8SwiV2Gv4TZXSih5GJ4BgQmBNrSRU4cS1uxgSeHroPgPmFl0PGSnFLHzOR4Qk2IhOy5L8xjrx/ryfrltCD+04cnHz1AlL5kPEbjLsvRH1k71GJ5af+mHMWD9N9koFISVTUDjAh0Mdbj03HHjboOwrEkEprNIdK7yjDTQ3o6w4uK+SjhralBcnu4IxXr2RNSwMIk6fm3sv6znv5n9uvJTJfhgOg3bkhbyOX5yyjR5OYpDrJmhq3DU9kcGUh9lGIlQqEAXmrsgycO+Gg+91wywLkcRL20CQwIOuVURKw4QfFNF4xhN7WTvakGegOCcdQxqpXzOoUvmlivlnA/PBlnHz3y1yfs4WihkE6rpzM2iu3pbxa5Z4kzTTf6T2aJxMOHCJLrS3EJX4rSvvdzgaKvFFsozL2viiJKi+xYkuXfDshIkDDQzsf4M5AktzyIWp9w/xP/hvMc2qc03Iim/v3nZVw0uybaTvNygjytxr4lm8ifdykfR7z83F/Z3GijrfC1bzZXonSbyObq+HsUihebuB9aTP6yChCsWFq7z199KOANjBE6lOHc9my83EpAV5IlvN5zyhGXwM/HhrHHz6/njlVe1dweCfMtZvQj5lKvEQlUSCITklTuMgksDGKaKyGwVGiJ4zD3R7H+biPUL2ATx94v+X1bZjJFCOfnYahQMHLfeS/aaP7tCJKnlWQ6soJ1XtQki7cARdmSqNoYTdFi2Q+/8cvseniwI7599aC1Rw9Yzb+t3sZnFzK1gemIXoVdK8fU8oy/u4Y5qYWzKmNeHoyqG9vof8LTThWtRE7spbgxji9n63b0beV91pj9+SXv8lRuS0AXBx8m0X+Kh4dmMYEby83F6yFgrV8u38aAGfs41p3XSifcpdVj54oNuEdsuaXNr7M9MsXIOkwNFGh/OR2vl72PMc4kmx3+m3H//jW8FzTRRibWj+WY9dIp+DIqZx0xI8Y/6sN/Oe1S8mrG+aM8rX8+a93U3T5IAeSd1EWDNFNgMDUMMWeCPO9q7m58wxWNFeQ24plxCo2EMIiiz7Ifk+8bgGeUZNEoaD5PDsVTxXiXtPLQxfNQ/rJELIvg+53IUsSit0OkrWo8rWabL13PNcFJpA6Psr6I/8KgG4H+/pOhFFGxucgXCXBaZNx9qfpOMmBf6ud/Bd6sMfTqIMysfoAlb/dhF5XikgVoq1aj1JRhrRq82721Umzb8awW84Y3aGghjVMWZCaoZBqShF4xYlrcN93+JTgxWSm1zE8yU4qF/JCBrHTxo7Mbrrxag5vvZvS+7L0/9rDjXWPkDVllnZXoOsSpxetoTsYJM8W45ELYFzfO+wFIVnKEi4Xeih0kN/OhwOltIThEyqZX/9tYlPLeeS4cs467W1ebavjhq99ldD8A08RTTTkU/TiAEZnD5FPTSbrVsl6C8l64F8PHIeUgdYjY4jDojhf9L57g2Ng/CM30ZAvGPfPdp58oghbDJRRBe+4UcItAZwpyFkhE9hicSkNT5RJRmWcr7XReF0WqaiAJQ/XcXPBWjZ+/VXeXjqJ3HUGSiSNUFUwTDyL1oEsI1QbkWPqsK3citRUTe6/NxL61CS02hKyHhndLlD7DLKlQaS0xnMv7+REmffSTttBNyXOCKxggi1KgezhcGcb3xs4gq/mvE7NPq615md3YwSyqD0qUhYKK3w4W0Jj7vv3k45A6+gm+/f4mI6E7fisdzX/d8FcGl7+6OwFIUQLsGuEwNz23gSEaZqfHDKS/2IPfPKdCckkSjTDHOcAHsnN3075JUfYFZ5gOgAt//O9HYuTA8FRRS0sFPmoYbCHQUmZiII80gFL2zbjB0ePzNAEK2pzoCUO425agG1aiG+Pz+GL3j0Jyr5csZifhk5GSCZHlrQSzjpZ0VOGpOqY7/haNUPmGz2Hc0/JvmvkCjwxkIIU3LuE8O+n03Ocl2SBSc74IYZsuSCseSJxVP2OY+bJ5yI5HUj5Vn3b4GQb6VzILY4QPVVFczahJCyXn2edajkegIXvqIV0DRgoCQk1vn/RyoRm45IjX+alwXryHHHWjhYTrjNx9Um420HzQPcr5RSdsh66B8ZsQ/b70cOHfgmEkcmQPT1OySnbvte51r/tC4sDRa7kJnfbc8kmFAYzXnSXQdxnYhuVcQ5CokhByh6cWTvupgV4u/bcbsrgXWMjPn8K9pEMQ5NVTAmCmwWecAKRzpD2SZgK+DbG+N1TJ3L9eVu4peER7vjKKXDl7u05hZ1K5xD39x3F8s4y8gMxFk/5N04pw8nlG3m1vxY1BIbbuthUnkXauB2Vv78dxM5oQjLqICwblBWMUiRHiRgwK9DK2+ur94hObseJx95KeLybTIFGBvC3WqmILy0cm5tl1Ejglxwcpqr0aQP8OzYNWTGQ6yMYCRXNpZD2S2w3yeSqcrQtLft/8w8lmAburSE2fW8ig1NUbqWGz3/L+t1/f+J/Drg5ubCAeFAhuY2DQFKsDCxTkTBlQXpKOQPTJZxlXhJFsOX6A/99nDT7ZoxJ1chv7ayHNx02kCQCLRqm00ZovJdYicA+KuMclDHtMrbOXkROEJHRsA9LHLfu07zU9BgAZ930LP/30jwafxcifmySYFmS5sF8ZNlAxFP0f3kGnh4N98ub6PhaE/ZRMGJxHINp5C3d6LMbSR6xu3M1qdkwttltazIBAnKCmcFWvNLOqGpaV7inZOmOsfvOZ9DeiIG3XDd22UnB39bQes0k0vk6ijBYlaxkgrqSUtm2587dAwib8rF0JgCk8u2kghLP/WMmxS0G2W3+nK3X7l9Jzjuh2jRCcScOJctdvSezprsYEVXIusHTa2BqWYyBQcyinHdvbAzU/+vHqEdrJAHe2klcqJXmorT2oV+fj/41mXCtir/ZhDUbUUpLrBp1u4ycNnEOm4SGd2ZqvX3tvYyr/hrBtRKFf1lN9KQmkvkykqbi6YLg+gSJcQW41vYggKw7B21kFKXPinwbgF6cg5zO7Gjz2NNuR3ZZ2UVgcZykcq1njbNXkDQdGDYwhSU32NZjpZW/MzMsO6UGKauTvzxB57x3j7RHqgWDsyWurVnM4c42VqbKuKrpRV4eaWRJqIYCe5TudMDauWtnJqOSm4tRVojhspHOtePsiWMsf+88WB8YHHaSeYLWLxZT9fAw4zaxwzH48pPvIt2yN8gConH0wxpJ+yQyPjBlCTUM7n6DrEuQbHGjFWTZdBA2yfTLF6AdL7O+t4ia+p2cZXJaEOr2UbHIwL26C62zB6WiFHtWw7BV4uxPI+wqZioNmsbf18/g5oK13FywlnN/UUjzW368bTKS30vk8DI8rVGkUByttYOhyRLDTU1U/2ozPV+aTDoH7CM27KNZNJfl6BoZ50SN77QXjnjmu8jSzgV9eyaPSY4uBg2JAhmabC7metdTpXj3ai8cffad+AtlEsW7OwaeXnfLmPfGyPUhh6NM3pbN9274iOfcGdv+/wg4CjgTiH5UnfkvPlx84p0JRiaDlNWJGwa5EjvkErfLrxwMJpV3wfDnAUjlg2EHSZNw9w0gtBJQQQ1B2TMhNis1VP9rmFO4gadX//hd2z4l5xKE00HwmCoGHQF+bjue8+ffuvN6tk1Skxxd1BYM0RPx8amcFXhFituz89nQW4jm1/jR0Hi+n2cZxD5biqdax8O7OBNUSafnMC+jV0yn8dK1bPnxNHSXwZT8Hp7fYjkLTFkQqpYJbrUyDZS6arTmrUg2y+Mdb0pz7LhmNFNClTTWnVZMaFk+yqCNZKFJenLlHuedX/9tAkMjUFZIaErumOleAN9Y8QUA7pn2IHPzN3GWdzVbEvmsGCgjk5WpmN5N6wYrRdQxZC3qHpj1W07hkj3akr1eYsePQ+gmjv+8e9bGRwmlqIDBU6qJ1FgG2ITy7oNuSyravMci4qTAGpbUVqLIBrohkXo2n+ETU4geB5vO+yWwfwZ03e0LrBRVx7bUUmDZb7+z4/N5R/2YSK2L0QYZT4+DwBad3qMlsj0SIrktOwGIVEPBP/pQt6UUfvmVL5Nz6the+Qv9a3mwbQa1560BYMINl5OqschDBzbk401Dxmcj45VQYlba5nYIXSBcu2TMxGVisoMmVzePRKZjl7K8HarCt16B09mhvrCrAlbvkU7sIchZoTAyTeONB8eeV06e9gOeWXET94cnMMHRhYTJX/uPpGtdESUT+plfvJ5XhurY2mX9PnZk/TTsnefl4wDTJpMosCRm4cCdqmMh44V0kUZTWR+bm6oRhovAmlGciQxTjx3m6Jxmrgx0YPT9ar/PN3/C9zD7BpEL8zAKvLulS8+vuhozHMUd9kEqTc5ACH1eBRmfwFCsecaMxREOB6PHVVG4TCPRUczTN6qc4szwrWArLzZ1YPSZ9AwUU1gVo8gfoT9iSbOap41QkdfH66c24ioI4/iHF8nrgZWbyR7WSNYLRo8LqWRnadmxBVuY77V4cLq1ADoSF/pXUrSt5ADg+0UvAWNLvL5zDpCKNrN6DDL24Z4yAHJLujAaq1DikPVJrNtYzjq1lN95j+SBw38PsCNyVlLaA2PMuR8npH0S0QpBuj5FvFahbZdn8IHi+bl3M/lxq1xvQrCP1lguTkeWaEDBOaQiNJPMidOxRbMorX0YJXnv0uJOzLj4btI+gVbtZMK0VgAeu+WH1oeXWaVmTqkI+a311PxpEvbN7Va54rQJ0NGPyJo4QgZDk2TkFFZ54jbYhMKzZ97FRePOY1CfTMF/NjNyaQO6KpOzIYPS3k/ntfmkE4WUFo1iv1cH08AcCSEK8hCyjOayoU0ox77e4iFIFCoYitjhqNYdEnLaJFYqoaRADQkMBeLFMjZTMLFyz0XUhBsWwFFOMn6oeiLBphvHXsBuL1da9Nr/kvWYSJ4skjBpyebxOc8ANqFQpVpKWc+ErEyytvO/wylXXbyjDb22hKzPju6wHJaJcg+O5fv99XzoyBb7MWxQObedjTWWTXYg2V/vxMabrubYMywZZGUojpR1oNsF6TwTx6AgGxNgQt2fhhHxBPN/cDUL2xbsV9sney5ECgaQ51UiNlnz1IJz/s6Cqdbn0y9bQFxTyLoNjDw/Ut8ApteF7nHgWz+CCFsO1uinpuLdGsXs3VnW9Y+a55kVDiI1D5GYXU/3GRokPeQt9ZGT50VX4Y/n/oIHzphNg/QWy4bLSW8pwvVyN8b4EoRpYtggFdhpL8iSgUPZuVBfnyjBLyeYs0s12TynRsRI7ih1eyciFTL5K1PkbICu4x1s/MHYY3d++TdY2HkP0kCITTeOZ0vNr/d5L6vKemk7H06+7IJ97vdBwjTNESHEz7BSZW8Hfgd8yjTN5EfWqQPBx1RF4VDBJ96ZACB0nSz7F/HeXyyYak16dbfve+KsfDyKvq75Xdur/MPtCE3QEItDLI6SrMDdKzFiy4P5e+5/mKryw8r/8Ej4MKaqVubCnNwtdIQDaHaNf22dRkJX+UrO6zz7pyMo2JChfstlFE/t45WJj47ZB82UsMVMvIEEQ+dNRw2D0iPzcngKlS9nwTSRkzqlz4WgvYf5pVda0pjTmyBizRdOb5rTc1cyonlImTY6YkHSAxBosdIW+76WougXu9fymkMjiGAA3W1nyV/3vnBdMVK24/XhzlaWpUtYPVRCqMdHQfkos/LaacVyJpS+aPXnmOV3kJk/Du+DVs2gkGVMXUdvqrGIeNwSB1ZZ/BFAknAP6ERq3p+f6/YF1t4ik6vvvpovvnkJmSoFaT/UY6c8cSPJtAqmh2xRhuqKAVq37JlOKcczeDpl0n4HqYDAlCRMyVJZMT1ORO8gnp4colU20HV0FR6Nuxl3Z5SW71sZBMNGnPPnfYmq+zv4ZembACRfzWPL/W7m1G5l6PdQ9bMttH2jidwOk3QAsh4ZSTPxdpuMnBvn26vO4bnuRhB+zKSCcG5zjOWmyEZVbl5zKsmoAxFWyKsbJj4jyZ8iVqnDduNzO9QIZLat39q+unfZMim283kakJJ87vnLcXTZ8IxCcFqSJSNWBuCWb1/NCcf/hBPm/oTRcQ4KbHv5zsW278U09v3lfMTQvHY8nSliZe+d5Xph18+BbXXh+8CVgY79bvOoc+7C9e8lSIdNxIxGkcoKMdTdx/zQ8eUE18eQ4mm08lyEZuLtzBItt6HbJTS3jG18HQyMkHUKgi93IY0v4Sff+hJfP05iy7m/ZsOyKjyfE8i2OKqk0dpWgBxVaL7Yx3NTbueR6CReV+tI9HkoGspipjOEPjOFaLnAlEH3aehRlaMWXU80ZUeRmzi9aSUAp7nCvJWWaM566NSy/HX4SJKGjZ+ULGLYiJMrje1QAIgZVibD3gqlfj06FYD/3VbG7281KHktSaLYQbhaJValcM7jV/KvM+7l1JPPxXCpZAK3M3reBEoebsXMZBCKbUcdulBsmLrOIv0fh7Q6iSlBOvf9+22tPuNHAFyx/Lx97mcU5RCt8exzH4DDLlmAc0Rn9CgJMPG2SKzN35Nroft4k9Ln7fjy87CvbQdVRQr4MTa1oafTyGkDJaWTzpGQkwJH3+5cELWKh1cmPsrkZy4HwyRZaCCnJNTX1zF8zlQWzbqDUtnKo5paczkFc6bBimbQDeScIKFylUi1IHtarZWxhqUWtR3JXAl3r4ZjxCqvUxKCaCVI26ocOiMByn2h3fqkTY2RGXWg+NM898reeWk01865U8oIgoEYA1kfVeogNrH7vLryf6ehpHQOr7qbzAVNFNy7GMnlIlLjRlcFmkPg6Tn0NR7iZVZmx6VlL/Ot9nPflzZfftx6rp3S9L9jfr70j99ifvHXMIr2zwl2yuQbyOa5kTNZzGSSjEfga91zFSdlTdSIIO2XGJnkI2gbhyEEkVoXwce2Yqo20tNr8W6OMDrZj1yW2O34N6c9xAmHfQXHopVw2jRqG3toi5WRCnrRCjMc5ZA4apsNQfEyxjdejvfBPoypZTAaRtLyGZmsM+7hHyGECVgZMCUBK5vVJWdxSFn69NhuTty9ORIAdAdIGWtw780JBmAM7cxGbprRutf9pKLNHHnuXaiR29HtAk8wYBEEAwjJCqY67Ja6BaDHYntt671CCPEHIGWa5gXb3kvAw4y5gvkvPmn4xDsTlOIiEpV+PrX0UtbNfgB4f6Jj27Hl27tMCH94x4c/hfn5l5E5ZioD0/a9ZBWyCbJJ+NwZZLyWAZnKZTeJs5qf3Q1cxpbPW17Kw+02OtytOyayY90b6S3zM8+/liueuoh/hmbAVCh9tBOtNJfSVyTcd0SZffJl9B2r0Xra7mzU7S9UkhfVGejywtEZip5VyLok3P0mzuWt4PdB0EG8xo8nlsKMREgVunD0J1i4+Tarj7nDJAw7p3o2IyPozQR4Qi1neJxCJghGRuGFRd/Z7bzC4wabgjy6+8PgnejYXGi9OAGK5BgPjx7GcEsO9hEJswxsQqfta9dwzKfvIFlox9WbQh3NILI2JFVFuFwMnTUeX2uGZIENOW1iDx/aizEAZIl4oczm/z14luSxsP13cAZwxjuK/D6f/+aO1++mRJJ5KwcZEDYoflSi/fgSnIO7L8hO9lyIqC5D6AaaAxCgpwRGIEO8SMWzZMjSGc+amDL0XTAJaUKUzmwuIq1RfYvM3OKLSecojHxRMHJvLgO3PM+DkYlU/GodVy9fTKNtlMeubucXFadR/VCInuMDpHMgb00W22gKU5Lo63LzuJhIYtgFwiK62Z5Cmx+IMYgHY40Phw6pYh0hLLbz7U6E46s27XZdWRcEt+iM1u2dkG3++O9CyiJHunr8s9yy7nR862wEmzUcfUkSn7LSxMUP8zjOeRvZHBuuvjSOYYNMiRe1y4sejSI5nRjJJJKq7sjiMJKHttM/nWNFq9f95P0buxtv2qWtY/b8fG9OsrHgW9aLBrSf6qN6tBxSWfR3OBM83Vnk9n7weuid7cLfauDuSZH2q/jaDNJBmVSxG1c4juYCvX8QfXoZvUfI5L9tUmdeRsEyiJ4T5vza5ZzoXcuSpY24OwT+U3splB3c8+YJCJuBzZtBysiYqTRZl0BOg6RBNiaDLujuDVo54MCsytYd1+uWUtw3eCytsVy29BbgcGZ4yl/J5zy9+7x+j+TY4VAYC4uHd04Mz771fU6Z+n3QdXwDEWzxPLJea+xedf2VxE6UcIyYuIZ05CxoVYUo6QymrsM2Z4LkcYNpLRwOZT4QNWaijkpsunL/iVf3B7+c/tfdN5y/+9uTHV/EVjiFY0+9fa8y1mCVVWZdErrDQC1MEgnaIbv7uK38w+1gB0mX6DqnCkmHwjejCM2A4VGE3Y4wTNS+CEh5lL6iYXtmKd2XRHc4CLaj+K7FJE6bCYqJpMHwF6YyPNXkr+FpXJ9jRb4j9Tq2mJP81bKloqXreLozSJpFemdLmNjiJlm3YOkfraCBu0dDc0m4+rJImsFovQOzMY6OlcUxmPLyryN3L4lsLBxgXU8VRnLvi7a5J9+GEt85tnI2mAwU+wkXO3kjVs8pTqtU4dTqtYy/cQHaHCh5DcseMLfdx/E1xIoldDvIGVDih7ZCiezx0HOCDujU2oZ2kDS/X9hbKj5A72frKPzt2wyfdxgzLr6bt3+396CQiMRRI3GMKY0M/yiN+exO59F2zDv6FtIzXQjdWoBnvAKlykVg+SB+08Q0DKgspuMrGhNKRog/FcDt2pOAsOxHzfReNwFkk+GEGzktKHk5yklffp2Ykdqh+gQWebk0dRxSxgDDwNeeJZVjI6m7MZzbSM1zEzw/10rhmuPdxBmuBGlz72S/77Sb4uU6zRc4qL9/73PuKVNuJHW8lSmzsONnXLT0oh2fDeixHYS3dX+/DCm9gFxV4OiOYKoKZq4fSdMs/gefin0oidQzBNK2Mf0BOhOAAdM0dww60zQfEEIc8rG6/+L9wSfSmaCUFBM7vIKzbn2WbwRXfaR9MSoK0R0yOc379mq3XXg9VX++Dc0hiFaB5jYoa+znxtonuGXdC3w3dzNbPr/7MaNGgjmOGFic+Rxut3F40XLmbzqV1Z+5B4/k4NG4m4euPgJ3VYRVM//M9wYm8+rNdZw8Zc+6v/WX/4qjrr6U8Qv6QTcgGkNrLKdnjouhbzXg6gd7yDImwocX41trR316Gc/o/9itnc95erELyxi5tWA1t16zmsl3Xc5Zp+9OQmn0NXBuywmMHlNH8O1BtlxUuM97VP2IjmPLIKd872K6/3wJWU2m9qEMatsgW2zl3N8T4D+/W4BXEXha4xhOhe5jnBSs1Oj76gxcgwb5C1tB02j7Tj25qwV5L3VBZTla+6EpB9X858N4+NjtcqUHV697sOjX/MD+M1tX/HAJ8oQ6Gt8MYZTmIw2EOOXnX0aUFiEVFUA0QWhmLslCE91jYLbKLDvpXn4xYzrPDh6D97Wt6NcPYQ77ScfdJEcd/GLdsRSNc+BqDfPiHyzn15pMkq9/4xsc/8vrKHorjd3bx+VvnEdjWT+zc1q55rOPcl/bmUQbNeZM2cTKkSaKlmgovSHKFzkZafTRcLoVvV503M4o93DETdCbIDrRIDXgorTWciBkdZmvvnU+c6q3cnyVtW/tnXeTsx6yVYL+GTJZ396dUuFJeYRrJKZ+fQFZN8RrjqPxpRCipRtkia0rxmGLCMpfW4IzPxenaVr8JCW12Lsj4PWw9UcTkVICJQnlzyWQVm6GcdVwiNbvxs49AvNLQ8Aw6f+8v7Ka+4O0mcUuxqjlHwOLjH8x8boFdJxTQs4GiwxufvHXLFnbaAw1lcZ02Gn7YhGpQp3AVmg9w8XCL97BGb+9jtJXUqh9ETo+V0qy0MR32nRe/pVVptKmRbn8019FZDQ0Ry73Nx7HH7zH4OqXKHuonY3V5dyYPxN3MMk5tSuY5mrnluoLCL4tGDlMw1sUI7UxgKPfqlV2+FJ4HJnd+i8Vbeacf9yC53UXSOCWIFJr5wddZ/P6rNW81F7Hbw/7C8cytqNlV4P6nfh97UOctvoi5r/yDUbvqyQ4OErXF2oQx46iPGGj+s7VjJw1ieHPJgg87iZ3cT/p8iDhepmRiQ5ya3Ip8UT4bc1rAMx59Fpq/51h7sm34Qj6wTBBEpbDQTcQqg0zq33oRHfS9CbCjV5MWTBwuMnRMzfsk0Ttg8LweYeR++DK/d7f2Sfje8ON5rQcTKlcqPrNnajDMg7NhqSB65vtVDjiLHt6AtFqN0NTJE7/XZYX/jiL4heGMDwOXF0Sj/7+Z/gkJ3PWXEDy4SLyfr+U4Ms+umJ+fDUGcluIhq9vRa6vYeAugS3u4M//msfDM6dyVuVK8Ojodhm9qRoplUUKq9g7Qtg3JAjkBUgVezBUweJ/7J7BlcyXSeXIDE/TUfNjVOSO0jGUw4vt9bvt98tNcxnV3FxVtpWbM6fT0bX3SHjfLBVQKX05yTGfugNvJEvu9/pYNX4qWz8vMfHYLhaFmli+/AYSVT5c7TZcy9owYnE8NeUYsozUM4S734uSNEj7JeztwxheF0yZgLHq3RWyPkwoVZV0nl1K62mW42XY+AiCJIpC/gv7V9sPMNrkJfmCj3iNQf1hW9n8UD2zzr+bRKHANtGFLWE56+NHJHC95SIVlGj9iYtUzEb9r+sxVInqX8Jj/3gGvmG1uS6b4JsXfI2uK7NsOPKvdP6gHjWVpvgFCc0RpOqBpYycP4OhrJepL18GQGNpP1tfq6L2jnXE5o7Du2EYI57A/spacu2TiCQUwk3W/dzwmZ0KIw5hzcPvfM6MVUpa9ds7sPcp5M4Ypcwbhtv2fl82XOmj+t8mc0+6DVs0Q9Y7jqlXluNzpjg8r4Nv5b/MM/E66qd1kNFl7LdYWQxCCKgsAb+PrE9lZJyN8ETIK/Hhv9OL5paxd+//93Og2NWRsMu2339gJ/wgcKiUORwq/TgAfOjOBCFEI7Dr6rMG+D4QwCq03J5H/D3TNJ86mHMkppTRfU6GKwJbeOclvp9ZCfuDZ5bdtN/7tl14Pafc/r/427y0nabSs7aIooYoFwSWATsjBadtns+m5ZUUjB/ksxXL+VZwZxrUv2J+eh+txHO9ZSCe6Y5z5ud2KjvcWrCaP9zSz5d9e8olPp+UMRSBqdoQkRimriOvbyM7fwJacQbRq5LMEziGTVz9GobbjjFnCnNPsmbGF5+9nqmBrjGN+LV3XM0X39z5AN4+2baFg3iGNMhquLutGlDXoM4rj+09ZXwsVB3RgXKRIFOZh/LmBiSfh813VGFzxon3uCj5dwtmOk1mcjXqph6M3Ax8LoK53I256dAluBt/XQf/y+nc8tYTH+p5z6hZvd/7bviRFSmes+ZOBqbLaE6LMKHh13GEy4nucSDFBSKeIGd9HP9WmUSxnUgVBCUXN+RthJvg73+bS7nSjrLBTeU9q2n5zmTcy2zIyQzx2gCLkgoRw8kNf7uciv8swVZ+BOpgAlQbCNjQWsL65lKEzaQkYmDvV3h9aw3eLGCC0duPI9dLQUyluaYUNSRTveYuWq+8hpoFd2M4nEQkE9MUmIpJMmvDacvy1im3Mvnx7/PHw//I2YuvYEVbGXpQARQ8XSAMk1SORN1tlmPiQIn/qh9LIV5dQfakGRDNMvi9NPGEHSEl8K8xMfKD1Pw7SbjOSe4j66G8iNScJpxbh9HnTENavNpajB1C8DVHaV1qORE2/+L9zah5N0hFm9nfooqFLXcCoKQgWQDhaoXAVg0c9h2lJOakOjSHQtXdazAbKpGGwkz53gC1iof1l/+K1y8yuPX4MwHQ/RrDTTvnvyrFixRNseWiIur+MoicyWO4SQYDEhNLMCXoT3lJdHh53V/DG6KanGXDoCjY+xUikgfh18lbLREtFaQzChFDItPlpmbzXbRcdQ3VD/wEM2PDETKRNJPBaQIlIdBcJq921iBLBsdW7TRwFyUV5jl3OrdrHv4qVf+x5vCXnt5/jo78t0JET2pCyppo3S48nRmMnj70+lz+dva9HG7f9TlgPb9azv4NR712Kf61I5bDTFVAkhCGYf2OnQ5EMgUfojNBUlUMVSHjlYhWATlp1gwVMylv31kdHwTe/t23rErjd8Gbf7Ecy5W/u4NAs0TuSivi2HKOB1e7jNAtEuJkkc6WtysY3Cwo6shiCghOHeauouXw3eXUV15G3gpIlJo70rNfnfQITAJ+AMdedgl9x8iIyYalulA8jdFSG7IYojQnhLbSyWgsn7c/U8W3Zz3NPZ65KE+GMHJ9IARa81aELCNFY9hcNcjRJCfNtjiREiVOTLeMkjRJ5QjUgiT1+Zb513zODZz88jd3XO/vNs8BFDpTQexSBUNRN3PGNXP4l+9GTpsseeDAOLDO8YT57lOT8G+UqF+bQFm/hcTMOkL1NmKzk6jrZqHbwddmInSxTca2GDVq4n5s2QGd60NBPI68S5JPfsnB8yodDFbeezXcu3/7budUaPrOAsqfHGLjVQEADBX8W+L4WiWkZIZ0gRvn1mFiLXkoiQxZj8y82jX4lSSPNRxP7ut9rP/O7g6lJpuLRQ/+kYs65nBZ12zsgwlGJ/oxJch9axgaq0nlCA5zt/LPgSNxdwo2GkUIpwmyhLszDqm0VQo0PIqrM4au+kgWKKij0PDjBWy+4WrOePVKxvuamKK+viNT4J3Y7lR4POHixGlTeenFyWhP51FxYRuPr5vE/POu3u1+7C9KZS+FSpjWwVw8rjT5mQxSvnUftv7Ajt6egxIXCB1Kykd4ffLD1HzpyzT8MgUfYDaYECLCTvWGHZtN0/QKIV4zTfPoD+TE/8UhgQ/dmWCa5iZgKoAQQga6gUeAi4AFpmne+V7aV8pKSTokEPBo3FrUnOOxapw+bEfC+4FJqpO7R6uxCZ2/ts6kxBthQ3sx7l6BuSyfOT/ezK7SXH+YMp7U/THqX76Q5mP/zOxvX8Y3vv8PPu8Z3bHPmngZP0jncVP+7lHNhGnH254kW+DBpkiYI6MIVcXXYqL1qjhGDcK1loFtC6cRpmW8Zn0SGa9E5e9vp7qqBgrWjnktI2kXvVHfbl7bk0o38lZ0OtGpRWTdoOwja/vFZ8cwdLep2t654WSerD+e9vk2GntL2XqLm8/UreCJ5okMHa2R+8AIwm5HXb9nBoKRyeyx7VDD9Ir9rwM/FNBw5xb0qiLMQj/y2haE0wE5AUwhsK1qwZOpIpm7s5b7hryNPN57HJs7Cxn321aSR47j9S/dySmrvsSoIZFeksPlb5zHpyesxtdiMnzJEaRzYWRKgNylGkZWQkQUCpYJ4sUCNZyh7AUD6RkTeeMG9JFRTFlGHo5i2xqmwtuArurESmQmf2sBql+QVgTp/m3M4Dbrefj6PGuRdVXji/xu8xwy+lRMQ9D42xTyaILh2e8edV/8zzEM3Ut3vjxp5o+In30EkmbieLOZX058AYAvvX0RqfIAhl1CTukE18Yw6iuQUjvHq603jGG3Yyb2XSL0X+w/TFlAMkViehXx4hLylo4gdw2hNdWgdAxgJpKsGi5lGz0LRzkk2u7ykoqnyFnsIG9VnOmhy1l+gxUl1La0UDzTwHjIRc7iXrLOEkJNBoNTbXhbIefIOEpMon04h3TYTuPG5RizJ1Hz5x5Gjyim71gdx7CGc8AkHHGTygWnBlIGGm9egFlp1euMjBfkrdlpx7V97RqmPnkjv5n4Vx5reYQzXPB4wsV1K85m41F/GevS90BRaQ/LSre9eUdJyYzH7ib/gnYG769ESgnszX3g9eBa3r7DkfBkwsFprr1kNykK2BTrvyJbzmmHDTmm7OC2+bCghBL4W234W6FtG4fZX2btx6r+EELLZ70Yikn+Gg17f5J4pZuM1+IksL+0BnNqA9LGdvpmN22zwMCwmVRd0cyD5Y8B3j3I47o+qyENyAxOlXF3y7gHdOwRg9RDebQdl8bZJFP+dJi1s4v4avFLeJxpshV5yLE0Zt+AJavYUItIJBFL14LHg5wbxAh6UCMaGa+CY9TAMQp9R+1+PZXuUb5X9CzXruqlxqHw/PB4UppCwJZEkfcded/u4N4bQj33UvacgXPRSozDxtF10XhSeeDugV/P+gtf3/xV1DCkcgSpnN35tg6J0hwh7caXow0OAftf3nWoYdnmSjw6yIMRTI8Tc1MrjnYnRjyJy+9C6ujDNhrm4VlH8pUzFjE4L028uJjW037FhN9czvpLdy+F+WPFq4y/73IqV7+JUns4SspAxBMkxxejuS3J9esLUngX28l6HBgKZCdXIzQD4XKCTcbo6UXpH8Vjk0nme8G0CNerfnMnwlNCrFil2b+C5qzBUQ7LLt51jbHdzj3DleCqF5rw9QlSufDsEzOges+SjO1ov/g6uHivH2P0NXCiM4okmVQHRogJCWNoBCkvhxxPgqGsB0yL86VvUz5M3nnsBzl2TdPcq0b5x8GRICzRuUMCh0o/DgQfdZnDCcBW0zTbhXjvBIlClolNL0WNaDjWOeFwa/vHyYnwzro0o+/XbIwXc1/ZYq6c1sGs711Gw/oYcnsnW66q44dHnk7TUwPcXrgCgIVblwBLaPrl5UxafjnBmM7Pf/A5/nd+hq0n/hGAx5ZOx79W4abv7e5MmG7vx9YfRQ+6MDZsRT9qEuFaO4HNSTIBlUSBjJS16kmlZJZsrgv51VW4mhoQJR6cHTb6OkqhyWpvrPv+1brXGNBjBCUHvwzVoW8j+PO0RHjt4R+9L/fQVGRqL+9mIwGaB2+g6o+3E/7sYQQe3+nk2FFPOJ9DlghskfGvj7oLB4RXH7l2x+tTbr2ERKkLW1RH0jRE0E/LF/LJ1iXxLmniyq89zP/de9aO/Zt+cTkzLlvHq6sbMUJh7K+FyZXcLJ32L047fD5a90a2/nUaA2kveS/3kK7NI7jJJFGkEq8PIo3KGDYDe8jAFpewv7QaI6thzJmCVF5scTr4fJijIcxMBsMmSBTKxMvAlExssd3nn/aLd8+MWTTcxJur65CjEthNWLYKHRj6Wj4ALVe9PyUoydkN3HxiDjc+9xCbz76RmY9b9Zme7p0Lq11VYeY3XI9xCDoSnnn7hx91Fw4Iu8qsnjD3JyDLqJEsmltG9znpPyGXjA+yEwppPvbPzP3yxbtx5Gzn45n7t4uR17ZQYFQzfvF5rJ79J7R5M+gdyZLX6MS7RSb/7RCx8gDpXJP6P48QOddBtjiDGbaT94aN5Okz8Kzswcj1EVg9Qt+JXnSHjBrKokYMsi6JeLmJ0EBOCdQOO5kyy8H0xt/2dFxtzBTzwuh4AgWvsilVzInVm/h6z0z+r+QtpKLNtF0BXPHe76F2vwBUlC/sdHbt6kjY/jx440Hr/fyyq0BVQZYw7DYSZW4yPhl7SMU9XIgxOPShOHqNTAZzSxuUTwGg9YvvL0/CB4ldFx51d9yNGhbIKR25vRfP6gjC6SR5dCNd35jOG1ct4MqueYgLB3aIbTT+PsyxJ22iSvFySsUMZL8Po6qYcx54ji/7+vEudxBp1NECBuk8CftrgsDbA7jaOrHFD6PnBA1pOIJYXc7lqfPIf9pBvMS0ZFOHAyh+H2g6JJJIHg9mbRnxcg9yUkcdSZPx7jRBN5994x7X91B0Mt1JP+OcPRQ6Iixc38SnClfxtYaXubTxZZj13u/h0GQXBcutxd0Lz3+HRa334TxsBO2lnTKdzd/ZOT8cCvaCUl2BGQqjj+wMEq362dXAh5sF9l6w7qdXw0+t17V33W2RdAtBrMaHt9dDx5cb0FVIlWq0fOp5bhupI/wTk+sv3MLvbUcy+2yrhHn9pb+i5t+Xkv+2IHx6fIejtOa3bVBfg7fVIs8FwDRxbFOfdLvTOIYkit8QFpGuQ6Z/loPSFwXCMFG8XnBZjrWMD+KVOtUNvUwM9AGwNrSTZHosW3ddNsGI7mKOA+SYTLzc5Ky5FhfVnVP+sQdfysHgtLzV3PngiZR/YSsLO+/hqdaJ0ABX/+Uru/Wt7Xzg/A927Aoh9pRq2wWmabZ/YCf/Lz5yfNTOhM8DD+7y/utCiAuAt4FrTNMcfecBQoivAl8FcLC7vrCcE6RvlpV+bIvDuXX7lkI8lLHdqzlsxLmvbPGO7W/e+mtOm3kqWv8A9tE61t9UgTk3Rc2Cr9By8s7ypHVX/IpTG48GWeaeVU9y0qJvUvPIV7n02BfwblYo/tNqkt9N4xQ7yWN+PzqT3pMKscVN7CXTiZbJ2CMmmkshHZARBjgHTFx9aUQ4hhqOMVbsaG/Om4XH3MMvN80F4LzWk9k8YqVmrVp8g0Xs9R5w7fhnuPZZ6/Upv9uddbjtom9zxPN383T4nQyZFrYv2udJ5yB7PB8Y4+2+xu7e+vRxxPRLF1BgmmhOia7jBc5Z0yhYnqXqlrfZ8qcmMn74sq+fL//vr6h5+KuUvgCerwzy58pXqFnfgFRajNm7swznyaULSZtZpvzhSNwNGbYcVYL/728hVBW/3Y7IDSIdVYytPIFhc+NpiYCiEPvMdLIugadHwTnqxgyFEaoNPRLF+ehS4pcdsVu/W6/cv1TZcXd3QyDwvtV1P/vWzrF/7Km3A3Bk5e6lN+8kLd2OhZtv+1CM233Ou35L114PWxlgH+uxe9kCfA4ZVBvPPPRnAH4y3MAfFh5P8RsGr1xubcv4dxJunttyAv+oeR4AZ1cEqkrpnOdBazX59E1fpOezKt4XVDJuiNa68a8bxddmkswViJEIbdEc3MEk5TdkCU/Kwb01hBGwyiMyJX6UfhVD1knlqVZpwBho+9LY5QkrT7uZPzc/v+P9Qx3TAJhR8N4znXaQrG3LWJj30ra03d5fADufYXt9HnT9nBOO/wlCN8n6bEQqFOJlIGkKNW1eGA3Be3Qm7GvcCllGyPIOh8WLz3x8ZVinPnkjmiuAlBZkPQq/WfYY857/BhUPSwyPU0gHLW6MP1a8yoklX95xXKTBz29++Sku++6vaLllBrrDZOr0Fn5xz1k89NIQhcEEsQonumJg2g1iRTaUpnw8qTSJQgnJmcHI81P9u1bi08txtQ4DoHudYLOBU8Zo60LsRZXmtYevHXM7wH0z/sydG04G4N7NxxF0JqksHubSxpf5zaZj39P9CpR08sp/rNfTrtg9zXxe9QZYfyNr7xh7Yb6rvfBBYm9jV/b7yZTnQHkO0suju/Xp44gZF98NE8D7egttl9SjT43hfiaOYYPMuCS5AUsC8vqcLTxQPA8Avd/JspenwI2Wbdxy9m84+pVLKf2NSn37ZWBCVX2aeLGK/+GV6LqOfvQkQnUqyW3UXNEeL2Ub2xmcX03+k1vp+kIdchLU9iErO0LXEYo1z5e+GGXzl3afP148/i7grne9vqY3voijKkKqba+B+wPC9jK+jWfBHzZbRu+uUsYAm76/97H7AY7bx/fxmcAqnvovPqEQpvnR5FMIIVSgB2gyTbNfCFEIDGHV29wMFJum+eV9teETOeYscQIAWxfM5ksnvMTRnk1c9vZ5bP7snl7uQx3zS69EqyrkmX/fv5vcTM2jX6XkRYH3iVXbMg/g5JIpNP9iFi2fuY8nEw46s7k8+qXjqfvFJlpjuTzZsJDT5pzJxh8GGffDUR5/9WG+0DKPzf9swNeu435+HZt/PJFZMzfRFsmhb9BP/iI7/i1J+PEQW3vzyQ3EkB/II7B6hGhDADlj4l7WgZkXACEQw2HMZJKnh+474Gs9Z/HlO50Jp9/8vt3Dg8VJts8jFxex4YZSpJRE4RJIBSXyfrX43Q/ehufMh5aZpjljf/bddexKdgdSaRFaS9vH1iiYP96K5ul+J+bSdQxffAQF/1zHUxte2bHPpJ9dzppv7kxHvLr3MDYebWPgwmks+/7uaYoTl/wPxir/jvTFr/fMpDfp59+1i7g3VMGv/nEa1X/ttdKkB0eIz67FuGoQzzkj6JEow189gtB4A1tIQk6BLW6V0Phb03QdZ6d4cRbnaxv36mDa57VWfwtiCRYO7lv7+cPCye4L3pOqw4GMW9g2dqV5KDWVtH2+GASUPx3dzSnyccL2Re/Xe2ay5DeH4RrSeeUX+57TTts8n/aRIGuP+Bsnn3UBzzx8PwDX9E3nkcUzOGxqC/+qeQ6Aca+dj97upuHwdjatqKTu2reQXC6oKkX0DzP8pwB3jHuIn86eR8eFdVT8rR2cDtB10tW5yEmddK5KpFzB262TCkg72PAPFDOf/h4Ab51y60Ed/35j3E0LUGIQrzRwlkVpzB/kO2VP8cMTz0HbundJtO046Dl3ygSGDg9gKLDilx+faO6uMPoayJoaq7MGF973DSrvb8eMxnabc4+/6GIcbzbz1PqXd2xr+uXlVNy9EnNSHZsusdN6qlXOcW+ogt/+/jTmfuFt7imxAjGHrziHkS05CF2ACWrIUhixhyDjhawPbFEo+dlS0idPQ07opHNs+NYNw2gYM5tFHw2jNNRAOovW1n5Qz7gpT9xI0GnNcS+d8J4qYd8XvNcF2UHNudvH7rQJtJ4dwN9sHvQ88FHj+BN+iu31NWhHNGEbTZLNddE+387m83c+U+es+YzF37ELvjcwmQffnolvnY1V1/3qnc3uhiu6ZxHX7Cx/tImKB9oxvW5EIonR2485uRFTlUn+MEw0ZUd+IodoFRQv1nD2JpBGY5ZtEbIIkFFkhmfm8dafDvx+j3/kJoQwWX/mDw/42A8CH/bY/ThACHFd6Rnn3+6fMO2j7goAyZ52Wv9yz69M03wfcgY/HHyUmQnzgeWmafYDbP8PIIT4LbDfjHNi5iSEDglD5dnIpI+lI+GUyTcQPqaKW35yH1u1GLWK5UiYevvltHz7V3AmXHTNHI697BJc7TFa/26jvqCbST+7HOXoEVbM+AeL7uxjzY+m4FnezanBc9n6lRzqSjvoWeDhhoGpRE/XyJmRwb60GWQZ/0aJN/OqkBSr9m60UQBOvKbgxPpNPP/KFAqzJuGmIGDpQyemljM4xUbln1swozGy0+v3ckX7xjvlng4FbLq2nGOnrufNhRMZrQfzQ/h1SKpK9Iyp+DaOIk9s/OBP+AHguPm3M/ipAuITMuS9YiMoTaLwi208edMru+23qyMBYEHxMqZcdvkeslAAa4/4G+ySOPB/JW/teD3PvYG/dJyKnuvBlCXIcZP/nVZ6Yj7MTAZp8jh0GyhRCSUJQrPk9XLWxhGGgXPQjqMnjllTflDXu7D17oM67oOCUFVEVkPyeRBCIjqnjktve4j7Gw/u+vYHSmkx7ecUI2mgq3zsHQkAK4bKcIwa7+pIAJgS6IYv2Zh07uXoJ+3cflfRcp4ra9zhSADwPuPhxZsW8Frax7VPfwWEhCjIw9jcxuD507m85mF+cubn6Ts7iL/FANPE7Bsgcex4dFUgvAoD/5PE/oYHUwLNKZh2xYKDWgQfKk4E2CZ17IdUhcascS34bUn6U15u7TxtvxwJBwulIJ/RCT4y3nff91DF9nG7MZvlmubP4+k0mfJEF6tO2p3DJXhDO9eVPc+upt66K37FRO1yyhcsp/XUnRLAD948n7JnNnDPNTszOqPL8/AOQ6zSxAhkycgK6oiEnDYRboESB3+rgZjcgLMzyuikAN6OFAyOYESjCFWFIyaRlQW2vghC2T+FlXfiUAg4jIUPm9tDKDZazgmgxPnYOhKOPvtOPH1RRj93GMHH1pKZ0UD31zJsPvKPu+33TkcCwAnedSy9fzoDh737OHp6zUSCS1WCfTpmLI7R24c0oR6jdAJC02m+UEUe9tNw3SBDJwQpezGLozOM2dWLoesYySSpT8/C1Rkjk+vE3XtwfAO7KkB8kiGE2Ge6kGmaL+/r8//i4w3p3Xf5wPAFdilxEEIU7/LZZ4CxWfz2At2j84+XZ79PXfvwoQVdhKslvrXuc3xq6aUcs/ZMnkw4KP1bM2Dpy95d9gyP//LnLFz4IJuPuZ9nxj2JYQPpKau279+1i1DDGqTTjEwNopWnyP60iEvqXscrpxBOB5JmIPzeHemypiGg3YX3bQfOQUjmCKJpB02ebtSQIBWQiJZJ6KpAypqYisAWB2MkhGkYyIl9S15+XPBs9u+ARdyj28GUwdMBI1858gM7p+z3M3TBDFx9KbTA/vLPH1r45aa5ZLwytmNGMDVBoDlJtNpJ7O6yHfs8EM3hiu6xi1tLnx1i8fU/O6BzjrO5GZpuMjzZy9ZznTRfrDCcdDG4qgAjmURKZ7FHTNw94Okyydms4WvLIqWzSNE0atgkWu8jWv/+pB0eKjAiMVBkwjUyP3jqcx/YeYSikBpfTGCrQfHrCcpePPQ4G/YHj7VM3e39I033435oyX4de2vBas5cuJTcdRpHn75TfvjVFChPB7hntAqA+pcvZLTJxCM5OMWZwdNtImwKsYkFdF4zHfPMYaY72jE3bsUetght9f5BhKoSK1EYHSczWi9TFIwgaRAvlIlVQKzi/boLHx1avmkthi6Z+QqTfV3kqHH641764949F51CQsnNRcyavOPvYGHE4iAEwXeRaz7U8adIAb8ZOpZw0sGS237Nm0OVGGU7nQmNr15A4uQYFy370m7HPZ1UWXvVr1jY+ibHX3Qx57ScCIC7N0P0uAb+ErUyBo+89jKqHo+SzAdRlMQVSCKygmR5lsCFnWSOimIPg29pF5lcJ+kCt1VrPhQHvxfhcSPcLktJxy5jOtVDg7zwfcD27Apht7/Lnu8fZL8fuaQQTwc4hj+0076vmHTNAiIVMqZLRY3o9D5QynMP/IF0eO/ytLviBKeOsnQjeWsy1Dz61b3uZ2Aw/sdD5C+P4epM7Cxp2rAVpbkLuXMQNIEx4MCMxXH3adgiGYjGyU6vR9RWIGZOQtJMpEgSddj6+y/2iWv28bf3eqb/4hOBjyQzQQjhAuaxG6c5twshpmKVObS947O9QrI72PJZD7YRgasHfnrlQ+93dz8UbP2sncbfj7IlGOTKM57iP5efwBEPDHP77BpOWH8G36paNCYrtpKAnHN2KhRs+aJCxRM1OAc1Kv8qMzzRxr97ptG9pIzg8SbOwSxGrg+zKEiyEOzNDlx94GvPYNokwpUK8bRKTHegOS3das0FziHQ7RKSbmKLm0geN3hcmKkPniDrw0LLVddg9FkymoYNTAkK/rV+TF6I9wOiIA972MDWaVkGh1rEe39wmb+b20/XqPiNj8LeBJsv9NDwpyhSZz81j19CbV0v03K6+WXpm3sc+1JKMHhE3m68HXPWfAaAvmE/zcf9acf2e0MVXBnYWecdXCehRg2clVECriS9YR/qqEDIMnpzC748N9EqJ64BK9oAoDe3ICbUk8wXmDtL3j/2eHrUSlM+Sf0fAOwhk9LnQph2B0Z6L0z67wWKTDJPIbh0AKOn7/1v/0PCH3qO5oy6Z1mWyXD+H79BcKNB4koJgxXUPXsJn560kumeds73Do15/CX+Xrbe/BYRbachfOXPLyfYnuX/njqFezwGtX/PEr3eOn5NJoluF0g+L8PjZeSZIY4vbWZxog5j+njkjImSNNCPnEjaayNaaWXUYIdq7whvFJSgJEFzfwQa8h8QWr75LW5ZZ6mXTHZ18s+R6ZQ8pCJX6pijITBMRE4AZJnwlHxSuRI565MoQ3FEWSnsKc7zrhA15bj6M9jbRnjlP7e/r9fzYeL37UfR3ZuDd5UKM+D5CY/DEzDx/y4nZ71O9eNvI1VVkO5186+Yf4eq1W1XXcgpv/0tvwyVYR9MkPi0wVHzLmXcbWtZfd9kfrbgHH4GFL3eydDcMrJBnVxfgtFRN0pKoGckflz9KLcqpzE47MYI+lDilmPGMQz6hs2kz5iJY8BHxq8iZwwwwFQklPy8vV/QxwyLjH9xsufCD+18oiifyMQ8PD0fXyeYu8/A3ZNBauvFncol9GIezAB/fpSap7+CZNdxujKsmfW3vbYR/sxUgksHqPubF87c8/Paf11KzcMZ+j/joPSlCObKDVBWguR0YIYjGLE4maOa8LTKyCkwa0pRn1+JOWMCZiRK1ldG1udnuEmhaEkKs28AKRv84G7Kh4wPivPDNM1Pva8NfhT4GKooHCr4SJwJpmkmgNx3bDs4blNZQo0IDAWK7nubk39rNfNOQpJDHacftZwlKw6j9h8Rrjy/g8QvXuWIv1+DMl1QbAoOsw8Be+rZRmsM8sydpFy+9Qqu9hDGqvUoJcUk51YzsKiMylcTJIodOLcM0f75Euyj4BwAT7eGMMFQLTlNJWUSCjt5O1SJ7jCxxQWSBqlcgZISvPbgtcy4+G70ulI0j41k/sGlLR6qkIo20/ydXdKfb7L4KXaF7PFgjKvGtEnwxqoxWtlPhCO4H2rFsCmkj5vMhO8tYP2tH7/63RuOeIKfrzyLl+6zGO35LExYfB6NP0kQGl/G6+ep3KOOUqkOMk4dYJzNkoQ8zmHy2o9+znZp0+/0T8F7jY3RKTkcc9WaHe3fNlJHTyrIvN7JXFX5AhIGqVwQhoQsGXRvzcfRL5O/MmtpmufnIfdHEeUOhGFi7KJ3r3vsyBkwpfeuHnOo4dmMZYBN+9oCNl7uo/Gbe+4jFBtyicVApXV0HdyJDJOsSwIh0A9rpPtYJ+O/v+Bd5dgORRy/7lNwZwHr/2iV4Hyl8yhOn3g84wojPHXeTN46rJLl+e1sjhZQ7RnerdwG4PGWidif9zFubgOn1a6jZNEQoSm52IcFOa+D2j5Mf3cBp7nmA5D1wMi8WtK5JrlqloeWHwYZidJSgS2mY9gEqVwHGY9A8xjYwjuTBzPlaTIJBUfBxzMTZG/43yarotHoa+Dzc/8Ec+G0OWcCIHwesqVB+mY5iTZmkZ1pQnOg4RYwowdHlJsptJ6j2ZIAR557F4v/sX/Eq4cSjll7JoMRD76VKiu//SsaX72ATXMs3o7FV9zNjweP5Mmm/8feWYfbVd3p/7O2Hrfrbsm9N25AsOIhBErdO/UOQ2WmMp3aSKdOBTK0v6m7TN2HYoXiBAghxOXmWq7bcdu2fn/sQKEESSFIp+/z5Dk3++y99lr7rLPOd33lfU8mNAV979vGf8y/hh0vupWP1++iXKPS+723oZXBOAP0Qhwz63H7tSvp+tF2KmcsQy86pE9rxXj1NOrOBhKBMrUtRQZHO9BqKlybX8HOw800CnCjBmreQhyehHQWrbMDmbFRBydgTScATkQFJYiuND7GqJ57uLbgE7I+LQoP+SJOoI7EQIH0yjgnveEK7v7uc6/UQS3akEowfUYtsRGX7l9fQuiwypLvDOLVp1Cm5jhv+ZsZfD2c2DPyILktwEWrz0M93SO7qo7oYJ4zdr2I/O+acA2wkn42aUNBcujlOiJWYT4dpW6+lXJvHeZcGUVKKJYw0hWCczpmxmPyjDj62hOp++VeRDCAOf+AbKOGG1DRbAfij7S9n+s4zmSMf8P/MTzTag5PCTq+6EscimQCAC+TewZ7c+xY8quPUhlfS++OHN/+zdeACB9IDfCB1wzw0kMbMBSXn+SWM23H2DLbychUDaFIFU11EQmLoX1NsBT+fWY5rb+bRKYzKOuWk28PExmFpp8dAEVBTXVC1UIqIFxIHKriGgpWXKUa8yO9WgWMMYMdZjNSkzhBQWgKSo2glXzDdus33sv5pzw7axiPB/580ZWL26k0+WUJtzyZBVkItL4eJs+to+7eIi03PfdSQK9MdzJpxdn+/ofzIfTUzuHIFIG0y/wfGviWt4nQtESqUK4VWHHQCnD+q+/i8sZtvHzwPKau6GbyLQpt1zn8cdcSXliJ0BTMcf2+fgCUaZN37XkdF5+yjca7LTxVMDwdJTymEj/kEdo1gVzciRMNIrbuQV9Sg1p0YO8A4JeybDjtE48Yw18rHnCoPnR+qjVJX47Psp6UMRE9bFFtT6AWHeywT3D5XELvLz4OsoGm7wYotvhpKoecAvuuWE4iNok8PEH9vUnysw3cvyeJnrPZ1tVO/5J1bLrobjyp8PsDy+h5/S7kCUuxD5nsG+xkakMtTf87SqinAT1XRc4vsOSLIex4AzNrg9TfW0KfzpPtaqBwWx1LfjKJDBocvqiG1D6JHRJkFvmp5GpOe1Bv+rsnfZPOfZc9g0/s6cXVB/2MgU2dvoOq2OahBv8Ukb1m9ye5IPkYYuyPAWO6QL4viWJ7qNXnXpZHz+evYOn6MtMHmrjkkt+x4TVvovPm7fx4f5IXh2e4pxqhzZxHOSHL/FgUrbKG7h9MseWPJ9L9stNodMDI+JxArgnlelCrCh2/L2KdupRis4ZiaxQbBWFXJTAjyFSCZPNBwlOgrSrzg30nEtwRJDJawA1qeCEdubQD4Uq8qoN6916oSXLTNb5Cxhkv/Nwz+9CeRjzWuvpk1lxZLBEbKnPw9XH6Pj/E/HldT6abzwjiBwooh6fZf0UrA+d8mbN2v5Al/6hT6kww8bJu7AhIJUFkTLLkfQeZOrWH3lMXo3QXsWaD9CyxkYpAtSXZvijJN2cI12QQh0ZxVi8i3R/Cfe0cSjpCQ22OXF0DSI/gvin/d69SRRg6Yj6PkQsjpJ95KxWf/8LpbkZqvp27+9Pv4axNz93MpWPF42Us/M358Dc8Fp4xNYenAieccILcunXrg0aF7Gxh5pQEcHSG5rM3fobAtiG8QhHR14UbNgC4/vZ/e9r6fDQ8lARsw97nM55O4LoKHAoTOQxGzv+MXBM8TYAAT/PZlKUGVkziBSSxAYXGr2xFRMLkz+4jNFnBjmjk2wwqNdD+q2lYyDB3cS/JPQXUiQUmXtyBp0P9vRUKrSYLS/0UcD0PngFGFvK9Du1X+f275Tf/ctQxdHzjc2jZI0b5Pz/3vOXHgo3rPkK51fdUP/R5CCGeMMvtCSecIOvG10MyjpycwV7dQ7o3wLavHj262/+RzX4KqQlqlQdJC7d9+ZmLBp/y6su5ffNXH/z/DWWVz7zxdQhXomzdA4D0/BpxJRRCNtbgRQJIVUHNlhALOWShiIiEGby0G6+/SOq3IVJbpsitqie2008Pr7YmGH6rh5c2MOdVnLCk9wuHcUbHcM9eh75QRgyPIzQNr1DEPWkJStlB3rsbtX8RIlfAm53j2soPjzqOpf+2mbptNjf//v3H/6E9w9jU9A6IRrj6wGcePHYs8xb8uRupfblf8rRQ5uqrfOqbo0kArn/9FUgFtJJEL7qoloc5vPDgZvGZgjfVy4VLzmDfZ/uI7tVovHILWksTQ2/uoNLsIDVJeEBHtXxHiZnxCI9XUMsOcvtehKqCqqLEojg9zRTaAwTmHJywip5zMHcMI+trkEEddh0k/4K1BGeq6PNFmJzFXUij1dUy8O5erAab4KhOy01lhi6BZW2TVFyNypUtANz6q0cvN91w+icBuP62f33Uc/4a0PXFy33HSm2Vwdd8+MHjx7rmbt26lQtW/hv5viRWRJDeVGLgFUf//X/o7/JD8WhSl08Hur9wOT944X/zup+/k8CMoPcFA1RcjeE/dFLqtDmpf4iSozNbijAzE0fkNEKHFYQHyYMOniYo16osrHFRCwpaUWBkoOnOAmLnAKUNKzCyNvp9hyic08/kaQqLP7oLOprJLUkSv2OU3MntzK5WqNntkbhjDGwHt6UOpVzFaoxi7p3Am/clCx8tQ/TFt7+DHWPNHHrlX/e8hYdvzh7kWvgL1tzaQ6txl3UxvzxEw3Xj7PtYDUN/96Gjnv+snLs/+hQtP9GRqqD0lgy5QoD4H8LU3Z2m2BUj2+XLj6tliEw5hG4/iKxUURrroWrhjE9QeeF6qnF/PkvFt4ONvCTTo+BE/CCZE5b0/LRAqTnEwhIVKwZOvY0adFj0mSri0Ch0tyGKFcgXGPqHxahVaLrTL59icgZnRRd/uPnDRx3H+tdfQer6Qw9K4P4144G5+1AFlmOdu88FCCH+pfX5r/tsfMmzQ82hNDnC0A/+pubwtOOBmuFNfR/0Saqaj36eYnscfmMfVhwSA5LYUIVSg8n5p3yc6+58ZhQgvKleyrLKZXNrqdXzDO5qITCjoLsQSPtM9FpFgpRoFYEU0i9L0MHV/QXUzAhqdrlEbj+INAxELEZg3kJNlyi2pAhkPBIDFiMvbyA8Xo9alVQagoQOFLHDoFX81DPXMHGDksCsT7JYSfkLdqo1S+EfIPLV+KOOQy2qdP6uQqEtQN/Hfd1m4UHXd/yi1uciH8Cj4dp7P/qUtPPAj9EG5eUoN28j8/dr6P6fTz3MWH4AUoXMUhc0SWqbRnJ/hekTAyx//2Z2ffaZcShc9umv8uqhc2gMZLnmdyfR/fVhxMT9fqlBTRICJmj+EiODBl7IwDVV9PkicmgMKSVKQz3lvnqqKQ8xFSS1ZYr5UxuJ/+AuHEAJmEy/pIFEfB55a5DIhEOmW8ObW4BTVmFsPYCsVvFW9qFmSyjRCJmOAMFZh2BXO3JsEgmP6khY8u+bsaPghFUuWPGvePsO+W+csIyFZWG2fuOvyzH2VBlAD0QczzdeQ1XamOLo5U52WFCpgeR+ifDA3DsBmsoFsTcBcE3u20e97njCm+pl/YcvJVncSv/79uL1dTL57pNxA1DpqYIrwFFwgyCkb6xGDlfQprNQKEJNCmdmFq2zg8LKBqQqiO/JImbTjP5dN23/mwZDR4YMlEwR69TlhH9xN8rapXiRAGoygdLRRDUVRPQWqA1V4M5aZtcGWdY2iCMVhu9sp8l1kOqjl+Osf/0VhEIaUoEzL/ws5lyF6+7+DzY1+vbH1VNferoe6XHH0D8+daUI1+zws5MuSP09//Hvd/G7wZ9ycfeOJ3y9N9X7jG3KBl7xVV548CKSewEpGcqkKOxJ4tZ51DdlmCjGaI1kcYIl0sEQtgeVBh2pgpnRqNRApU5C0EGbMUkMSKIjFeRdO1CW9RK5b5z82hbK5y8heiBH50IAd1k3wvGoxhS82gSRoTwLS+IYeQ+nuYZqnYliSYx5UKouzqQvzKUYxqOOY038MGPf6OHUX1xOscmPBNfsqWJM5AE/8+SvBU+V3PMDdu6iz25m4X2NDJ73Nbypbx/TXHym5u7K927G6zMIjRWQikLgsiApQD84AMk4gekKwjPxNIFW8jDmfa4foSh4k9Pgug+qXekFD73gYsU0tIqHawjcINgdFZrrM8ze1cj8iih2FCq1fiAuVlugLlKg0txIcERDagruoSEUM+A7KSXoQzNg6JBKPKoj4eS/u4LUH/xMx43h1/tqJcD4m5dhR2Hffz73Sv0eC3/J3BVC9EopDzzwehy69Tc8C/FX4Uw4+/zPIFVBwNQIpD0yvY80wLp++GkiawMUllvEawrkl2nUvCeDEWwEKf2IXST8jETM1n793TgRiVdfRbgCOwqRw6DYEq0sMbIOwpW4ps9rUGrQcHU/Q0Ergl6CyP4Fn8k+lcRLRTCGZpk+vw3VltTcM48MGDjBAHpJ+iRgVQ9Rk0RIiIx5qLMZIuMmqq3jGpJ8h8BIgxuA0j0+vcW23zxyobwg9iZEKkHN2W2oVZf4QBGp+jXxuS7hp5b9DUfFeWd8EjVvoQT9kgkx9UhG45P/7goCb5oA0UL4sEq5XrKw2iU2rGBkYWG1y9rf+5G1bRc+vSn87/zC2wjPSEaArh3z4DggPZRIDHQdggG8oI5SskAIlHwV5YDvXFKaGvyNmW2jWB7BaZ34oKTamSI2VGb+70+m/tY5mJyh0ONQPpCi77oJKFcIjaQQAZNyY4DoZAohPayQhjprIefTlGpbiI44ZE5sZOrUR6/R7f6vK6AWAjMCqYDVGEUf8DfFEogPVh/12v/r2NT3QbzRcYQieOvoeXy/45GqT7MTLbj6+4iMScK/vge1u5ORN3RRt90mdG8VDINNXe992h2NZVlFL0jKF67B0wTZbj96ZdW5hKIVStkgwvOdoUoVzLSDmi7hjoyhJuPIxlqYmfXnO/hs9bsPUHrBCYRmJaJUpnhCO+HdM+BJ9K0H8E5ajshVqLbFUEIpyg06VkTBntBJu2E6h6sMvUHSFk5z7YGlLP7BHKJY4urhzUcdw6bF7ydeE0Edm6O0qhUnqKAkjhCZqn9F7KLHARvXfQQxcBgRi3J1xleFuPjPznloZPfWCjwvcPT3n+6N2aIfX0pyt0AgkYqgdH8KxQM6SgQNm7Bu0RGax1DiDIkaUECp+rxHUvWDEGpVoIybhMchdcMQslxBLOomvaoGx6zBNQWN/zuCjIdRb7sfta2VqQtacIKgzGXw6hMEZ8G46m6UYJDcm9dQd28R4booFVCbfE6Wq8e+8Ij+n3nhZ9EqLqNvO4naisSOCNSHLrPTs0/Pg3wO4swLP0vgxvtxLl9LwxaF6zf55vvGh5zzaBkJD0VxsgOAcNPI8ejmUdH01ftoXLYIz9QQnkSfKyJVgTMzh9JShxPRQYJwpc9tMJtBWjZusYQaj4Hj4EYDOAF/Lgcm8qjVMOn+AAvLPYLNOd7RfwfnhPfy0um3wboCX1n6I744eR5RrUprIM1ENc62ulZC8SjYLggFpSaJuQCBtMf0pg5KjxKIBDhffxXJtlakZUNrA2TzyJ4/qVbV3/fcJcZ8ivETYM1DXv+G/wP4q3AmBHaO4uULiKYGP/UpcJTSDQl2FChoZK0Y6B6jr2qn/ecT/tv1KRid5ILkWx/0AB9vfH7vRt6bhPA4OGGBlQ34BqwN0THX3/B7ErXq4gZUhCdxAwqVlMDI+sy4ZsbFSFs4BwZRggGc8UnUUonKuh7sCEQPuAjHw9VV2q4vM31SkFKzpO5encBUAE8Hvegi8wWCezzcQAvFRg3X8DMWjAIkDhyRxDmaXK6mge0QGbeRd+9CXboIMxskOFUmsR+80fGn5Vk+F6Flyri79qO1t+LVxAiNHz0K2RLJMpdvobSmjGcrhOMVDm+IsegHGVQ7Tm62hmqHRdf/u5yhdz49ZGIb13yEhqiBYvnzS5QtvHwBrbkJWZtAui5Oyncq4QEKiKEx5OJ2hO1CoYKXziB6OlFsl+ZbyhiHpsGyIJXAfEkecaNk4flLiAwImj97B97aZSjFEnLXfsqb1pFvU1HL9SDwI7hdddBZh5mTaLuHqf+kwe2LrjvS44c/l/6PbCZgC0qtLnZEJTBn4xkKXrWCEgpx3Z3/zgUr/vpTcP9iuC6Zl62h1CCg8uhGqWpDzd1zkEriDAyhlRoIHs6RO72byKE8qIIL4m8G4Jrst56u3lNJKUhFwdPBCfqOhERrlmSwxFA+4JdmFHxHrZG2kCNjPt9EMIgoW6jRKFgWoT/sQlarVDatwzUEyT0F9r6vBT2nsGivAkIy+IGVOBFJ4x0hqjEFISXFJkE15f9OBacEC30ma7sPUnZ1IncEYWKQ3Ln9R+37psa3g5QoIROZy2Netw0TULs62NT7Adz2+qNe9zf4kKpK+cwllGtVOuTCY577u1KIOwuLyHkHHqamZEsHXWhPa6R3eKyJmvv/BcWVlGsFEj/N2zMkp3UMowhJyiiyLDROXCuzM9iEVdIx077qk1R8hwIexIck8UMVZMEnO/HGJynXNiIVaPradmhupLA4Sen09dRtzeHpEB928dIZZFMNdd+7D3nCCqQCoWkPsXUPzmkr0AoWxXVtjzoGc66CnTQx7g0QGSniBjXMkXk/IgwQCh335/hcxewanda5Phb9pEKlzuSarO8I2/g41z2A90yu47LGLdxVDTDlJGBgPa9Z9EiVpeMB++SlmAcmkckoUlehVEZULdT+ReR6ov481gWqJREVCxwXr1JFjYTxCkWUvi6qNb6zVCrgJIK4pkKhDdr7p3ht692cFTrITaXFLGqd4euLfky7FuWLQEIv0WHOcbBYTyUlsDpqccIaZnAZlZhJcN4jsWWc/f/UitSPXva9Mfx61NZm3MNjTP7TerQKpGrD2FENreCy8/L3cO5Zn3panuVzAPLPXp87eLb0+NnSj2OA8vinPPth9bdS2rCCwy9qYvIFFqmeBbqvfHi0S5kxcYJgLigEJjTC+wwqdRKn3k/dFxUb2hoR8ejT2veuq95KNelnGJhp/9XIQ+hwgdDeKYIjGZTqEY+nENhhBU8DxZWEZmxC20bgrp1oi7pQmhpQ1i7FWdqBFdMwM5LAjTvxDk9gx3QWX76X01+5jdROSN09gxQCNwBOSEUEAshomEpSxY6AmYHomEPiYAV91zBSVVj9zkdGyWSphNPRgJDSl94ZPIyRsXEiOk5ER2lpZPJta5/WZ/pcglZfx8yGdqZPTZBfYXHlP36FG4f7Hnx/yw/ei4LEisM5iw8gbQXHVQgsyuGFfDbiwDzU3GaQ3PX0fp21bAV1eApxYARvYgqvXEEWS0ghsBqjOCENxXJR8iXYP0z59CXke2JYdRHwXDzLQlg2WrqEnqn42QzRCPPr60gEymDbOKagcUuZwR+tZuhDKmOvXoSyZBHFRg1PgXK9RqFZJ9up+ZwfSwIkDlYQQmH7/nY+v9ADPDJiY+QgOAtKVUG1QLFdgiMZ1CW9KAl/TRg/v5YV/3z0yPDfAHNrYO0rdnF13+8B/xk/9DnXNY9TaIFqU4zCKd1o3R0IF8R8luhAjkpzmEpTGDefx83nn7Z+a6ggwYr7xLJ2XPrZBZ6gNZxFCIlwBIG0JDZio+4dRknEkakEqIpvCAcDyFIZb9ViKpvWUUmqhCarjF4QJdBURCuD1ZJg/9sbef/Lf4nRVsAOC4qtUK4TeDqYnXn0phLVFFjnZVkanWTLWCfxYQc3m2XiTEHXFy+n64uXP6z/dm8LRCMUFsWRtoPa2OBnN0m/HE6qCpX6wP8p0rtjgRM3yPRouC9b4P+13Mn/a7nzUSO6g9V6Xp+8k7wXfNhxXWi8a+LEp6O7D4NRkKgVSTUB1RqQqsQLuby49l5eWXcXr0vdQUipMlWNk1kIo8wbGNkjPDuOv+6FpiA6ZmPMFPwslq5WnwNEQmhGojTW4ybC/Pd/Xclb3/1brGSA+ntLRO8+jNJYj1qoIFcswqoJoJRtwj/fgn32KtJ9AZRCBakIpCJYd8kj185yS4hsp0Hj3RXEPbswdwxDvvCnuVso4jX89cjwPdVIL4vghDTi7xrlUw0+efFD5+5jObZ+s2Udlx4+h23lTr4+ejpfHz396egy4KuFeY0pvICBsBwoV0BRkEGdfItCsVGhkhRYYQVRPJKqIj2k46AEA7jRIHZEQS/5JQ6VWpNCq061webM+gHWBkf4UfZEfjqxjk90/Zp2Lcqwk+fu4U62zHXyvbGTufXAImIjrq9CFPBtJTuqEhsogOvRdqNLdFAh1JZn2W/+82H9L52/ErcuAUKhUuvzlSlVl8B0GT3n9zffGeCkN/71lPM+Cfz1SWX9DY+L5zwBo7r0NUyd5dDbPYnjKRQtk/X1I9QZec6L7iKhVLno5ncSCFu4roI9GcJcUOj8VZqZ9UmKLdD1hb3kz+olMlJEGZ3Ca65HmZjh6ukvP34nniQ6v/MZkvcYJA5aOCGFUr1G3V0LiIlZiITwUr5zQ9guIl8C28HLZPHKFdRYFBEJU17WjBtUCY6XsBMmblChGlMJzdgIRzJyoUHb6gnsrzQRPZCBw1PIUgnrzJXMrjSQCrT/zzAEA7ipMHbMxNx2CG9RKwvLIwTSfl1acM7GmC3ByATC0PFyBVjajTI2A5qGt5ABVUEYBu6SDpRt+wHIvNzPdLrre4+sP1/2wc0Ij2es7v+pwqbu93HN0OVPmJgmHmySJ617J4fPDbHuwj14UtAXmWZdaOhhEbDv52vZWWojolb4UM1ONu55CdVvNDF5tkdsr0bLr0aZP9MvZ0lsncEdPoza0fq0lOtsany7nyJbk0Lmcv7fnW1IQ0NJ5/DmFpDVKsIwUOproVLFy+RQGmpxm1Lku0IUGxS0MtTsKlGuN0kvVrGj0PPlQbBs9n+4l3+84Bpumu9lz209CBc6ri5RqTWQ75xlYjZB+N4gqf0O5mwZJV9FDo4y/OG1aCXfeM4ulhjtBeSuKML1nXaBjKRUKyg3+HXxif3+OhiZsKnUaMTvX6DQnyTbqVKuh4EPPHx+rrtkM4ojKTaK56Sc5wO4YNm/cu2eTx0ToVI81CxP+v0rubb/qsc877QdL2F+awN21MNoKVL3gxDRO4dwOxqwEiajG3Uat0ji906B43D45e0A7Prc8X2end+/jLo/GqT7BU7SQVQVvICHcAV6WkXPQWLAIzxeRt15CFQVkYiB7YCi+A4FKSEUpNIWP5K2W6bYHaVUq5La68vwnvrhu9mbbWDoui6S+z2sqKCa8Dkkep43zAfbr+aKsfO5f0cn9d0LzEzH6fwRuEEVxfIw5yvIe3ajrO4n1xujXKMQnvYwsg7mPQcRjXWwkEFWqoi6GlAUvHiISl0Q1fbQ0xWu3fqfjxj/xsBrEb0+E/wD/AHPRWxc8xGu2/6xYyJgXPjnlzBw9ncAuNeyqFGqdGpPLIAw6uQ5aCe49Jd/T2hxlvZEmiXxaT7bcB/w9JQ8rH/dFRgFj9mVKtU6D6lILj75Ps6O76FTn+dX2XXcONXL1HwccTiAVhJoBVAtSO63MKdLSFNFHZpEWjYiFMTqa8YJaxjzVdRdh4heE6DgGIxc00loWhKecrDDKsE5i0qNgblgM/wWD0XziN4UppqA+JBHbF8OqauoE3OgqXhTM4ieTp+EVAjckM7kqUGsOHT/LIMYmQTXA9eFzhbcqF9Lolg+u/C19zwyFbLjm59FKalPKYfG042+j23mwEfee0xrbriuTS676D2kLyphVzT0gMM3TvzeI8pvHgvrP3QptdcNMfTFOl60aAcNeo4vXnsBAIPvPr7cQBfE3oR1Yh9q1UWpOiiHp5GlMsPvWYlagdCsRC9IogdzKBnfsexNzeJZFlpPJ6gKbjxIsTWE4kiMnMPUSQHaLxymMZjjpruWc+7JO/lE03V4gC4EZ33hfbhBcEISt6mKV9GIDGg03FPFuH8QL1dACYeorF/M1HqDxrsszNkSSslCGhpiag63q4lCRxjFkUTvm6K0pB4jYyE1BbVwxOmxewDPdlAMAxEOcs3c1x4x/vNP/hhSUajWmY9KYv5cwLpLNrPt6489d4UQ90kp1wghtkkpnxORxAcJGPufHVUZpckRhn74NwLGpw07p6f53o9/hCI8Xhr+U2TrynQnDXqWQ1Y9Xxo6C9VwaYznGF9IoJYUrKSHEw/gBvySAhrqiN07wcTFbSQaQwRHczhzC2xQX8n17k+OW//PvOizxBcZaGW/lKGa1EjuLyOm533yuoCJ1FU/LdyVeFOzfk16Iu5HosJBMAykrmCHBF57CCfoe1zLtQLF1ZhdraB2FBg+0EjzkcC1LFcQpokdVtHKvqGRW++nJsbuHEGpiSOSCQ69W0OMChruBiuqkFls0vHbEuXT+wiMFXCWtCE8ibeoBW2hCAsZlPo6ZC6HumsQqfo3jI5Ujjr+9a+/gqABNffn2XjiRxl6YYzI2vmnvfb/yaLn81fA25vhGH4jPFMl+29F3tpxC+9NDj3qea5UWBUa4bXRBUCjJlhitugRGNewEjD+4nZafjWKzBUglaCyaQ1q2ePs8z/DH6/7wJMe26PhgtpLwPVw83m0VMJnp6+pwTs0jBKP4czOobU0+/O4VMabmsU5eamv21xyKDWYZLsUKrUSvSDQS0Hs0JF6yAXIr+9Ae8cUb2y4iS/veR5iT4TavR7RgSJeQOWsj9+BLly+s/ssWr+7H2d+HrWpESJhRv5lLW5AAuJINpKAhSjNd1aRQmAslLHjAdSqTnQMgnMW1YSOXnB97oSwAqogOF3FigQJzj1y/EbBIzRpoTh+6uWiz/pRuIH3P3ccC5ta/4nymjbYc2zXLV688LiOBIA1tWNcHa3jrJN3MVWO4fx6JzTUo+wfRV/SidQ0pk8U6KV6jPkqbf8748tyHeeAetPVOuWUIDgNRUNFsSEwrSE1n/A2PCmJDuZRJuchHELaNjJf8C/2JCIRx22MI2wX8859AIjWJgJzFoFZydjZIbwVBX5zYAVWzqDloEd4rESk4rD/76PUdS3w5pbbuC63nIXLO+mwPCaeV0fvbwpw716UJT0gJSJTQCbjMDLJwosSACiuQmDOlzP0Dk8gq1XUtla8ZARv2x607g5MIVDHZ5HlR667p7/080SbGpDDfvnZBcm3ImpTz7i6xrHivDM/xcSmBGx/4tdMVQ4yesSRALDOMIAnzumz307yq4V1SBVKB+MMzSd4x9/f+OD7x7vkof+jm+naOkt+ic+FoBUUjCVZMnaQa9IrmbfC3LurC6lKhCcwKwLhAAL0oqSa0nDCUaSA2EIMpmfJnNmJcCE6WICdByhctIbhqRLGbVGisxIj76JWPDxdkG83iR8ooc3lafx1PaGpCoqVR9kzROW0JUydmaD5xwex+1qxwxpyZTPhnZMI2wFVQUkXCMwFcUKQXhGnZjqNNzeP0t2Bs2s/Wo/v4PKOEDj+OVa+ZzNxdJwjSSInX+srGWzZ+Onj9syPB974suv58NFKRh8DWslly2VfedixqrSBoxPfHg2z51jYkW5iv5VMvj3OW1J30HrxPJcduIB1V/8r9246fqSX1ZP78TSBWnXB8ZCWjeztwMj7Gd3hSYfg1kFQBKQSYDsoiRjCtsG28eJxnKiBFVUQEvKtGqUWj73DzYzs60SLwb81XgsIfpBdhS1VQtOSfLvAqXVIpYrMT8Vo+/08Xtj07ZX2Vtz6JMMvUAk05hFbTJTZLACiCHZfK8WWAIUmBamCFWkmkHERtufbu+UKTksNWmszjE+hNNRS6Ts6R5OaLlHpSKLnHJb/y2bsU/z9yv6X/Mdxe+ZPNU572eepHXr6MgifdkgelGJ+pvFs6cex4DntTED3+M7EqVzVe/XDDr8rOcy859cCfjQTwZkPMJRtBEegqpLIsIIbUImMuxQ9leFX1JLa7VG/tcj0+jDB2ybRmv1FYVPbu7j68JXHpfuZxTp2GBIHHYTj4QQFWroEqQRuJIAb1lErDkquDPkCIhYB00Rmc4iAiTc1g9LWgrA9ig0aigelBj+l0QlBqUmhce0kEzsbCWQEhWYw0xHM8SBCKHi6QKv4LOuuKZi+0EKqnUSGihx+UQ2t37cxFwq4AY3AvE2pMcA12z/GmRcf3dpXImE/IpEr+Iz+R0pGcs3mI869oPYSwmu6ySwy8QwVz1AJPke4l05/yefJdqnEh12siILceHRnyWNBuJKZwRQvWb4DePTI2BtjMw/+fX1ZoyGQY1oXhCcg1w2lU4rkxlqJ3XWYkVc00/GDEWQyisiX/5KhPSFs6n6fn45qOwhVReb9z5vaJIqq4Mwc+SBtG4TA6Wwgd24XmcWC8DhERyHfplCpl4iGCtWsQdZVqdR5vuSTKnnLJdfwj4lRRp08v//VWSTumwNNQRoaC0tDhNQq83YUtSygNsncK/qIDdnYERU7DIot/IhEjQ1AcPCxNw1qxUPPVCm3hDCznp9dsf0ASsfKR5y7QX0l9hvXk1kcIDpqseYdm4kC+Y6n+kk/9fj3nS8GYOt5jchKFT1rHZf7fHB6FUmtxMo1QzwvfpD71A72nbIKRmeBKtroDC1/bCfXqTB6vkLb9SbaVAa7IcW5Z32KG246Opv2k0Xn1z/H4lGLbGfoCB+CIDgH1SQoR77G0VELqSiU1raTb9bIdUNwGlr/5yCoKsUVDWQ7NIy8JEUHSrEKlk2lxmBhiUrfhkO+PN/P24m6EN8+7XPH9HezYsUIL2zYTq8+w7XWCsKHMnhhk87fWaizOUjG8QwNJ2qgHRpFBB879ChU1f9tSGfQujtAU1Esx3d+iEdmm5pp3zEiYlEwDCZe0HI8HvNTjvNP+TiTp0TYecV72Bh+PZzQz2tfewP/dgz7yMaHMf09caS9ErusELcV+khbYbwai/g9Jk03zPHRw2/mgs/5m7wr0l2Q3sj7llz7F93n8dDyxzJUbXKdKlrRl8GzLI17xttpjOcY2dOEVlZQF+UxNJdSzMAp6KS26eglSSXhb4rsMFTjDShOA0JCdLyCHTMZ+eQ62lZP4GxtoW1LEbVk4e0+gLq4G3N3hlBrPcpCgcKqRuK75smuqEGreISKzcyt0Gn96k6IhJlZ6+/2E4ceh5BO15CexEmF0VqacQ75TnVtcc8jTu345mcR/QqxfSrVWknndz5DZ5tNxXnim+lnCivf4zua/+tdX+G9u1/BtnUDHOvq1rNoHog87NijKeg8FN/KNXBeaIB2LcqNZ1/Jt1efzO++egY7v7mcDauWMPiSr9G77Hu86t63HmOPnjg2NbwNVnciJKj7RqCpDoBCpz8eowB6zoJoBLchjhU3MOcrKIWin4k7NYvbXks1oeNpPlly2ef4RJvWkSfmuKDjAHdVWvn13Bp2zzZSqeq0jNtYMQMrp5HJJ4mMK4iZBbzeFkovO5lqXCHXAwRt1Luj6DfehXyADDvx6MplSsWCYhlZKKIkY8j5NKgKMp0lMPjIz2TN2zfTuJAhkMmCotA2oMGPYfDKmqf2QT/F6PjmZ1n6mXn/P45LTNf4+U0/IvIYJJVH8BzcCv8NTxbPaWdCYMzBe2+SFee+DWd9nr2n/gDwSZMuH3ohh6dSiHkDtaGCGA2CJwhN+xttJ6igF1zCU4JyvUK6TyE66NB4ex43m0UplxGR8HHtf7nWJ0QKTBeRukog7VLsSWBkbZSqi3A9P7pf9Q1+L1fAq86htbaA6/qbubkFgraNXNFOsRGcOhumdLQyeCpMp2OYnXnKuQDVnIanGbTtCUAoiBMQlBoETgi6Pn0/hebVTJztIk4PU3evJHg4h8gVUQGrq569H/Ojrjf/7ugh+E11lwKg9hzZVeWL4DgUGxUiEx6nvvJy4jf5sjq5c/vwdIETgGJLkHS/4hOSHUjBhcf1sT8pbDzxo8jOCLFRj8i+NGJmnpobfWfJo+cXPBLVhMKSy8Z42Y73s/U/H7+c5oayyv/MnkLBMfFUQXJ/CTsaoqSFmF0jKLR0EBmXfr3pzgO4a5f8hSN8fMj5BZRoFCE9ZKWKLBRRO9qQE9OIWNTPUGhvIL0kjqf5Rm++3TcCtIoEVaDYYM4LqjKAVhVYvWVevHQHSa3E3kIjWSfEr4thJuxW1KqEiWlob0IMHCb9rh6WBibY6nYRHQY5PkX6xAS5bh2tKFBcn4VfKgL3SJ8fmLuPhjMv/CzVugCK5aFYIKo29LRTrlGo1hwhvTuyOdNqU8SGLQqtBoVWnVyPfE78fC7/l80UOk+n5Y+SSHuR/e8MoM7qcOtTf6+kXmRVcJSxSpJfTa9hrhzG6QuRvGcWtbEeXJfITfuJhkPMnddBJamid9SgzxSe+s48BL3fqqCOzyPVDhQL9LwvgWvFJZFRQakZcp0GeslXW6gm8FVzKuDMzqMEAwQnSpizKmrJgqExCJjMb1pMqd7noNl5uBmvqpIAzIwHnofS1MCBv4vzs45vs9oIUJYKUa2CmM9S7WgnOJjxncPRCMp0GmPa5y09WsrsQ7Ex8Fr/D9dFzswhmhuQ+w6hdLSRX1bL6S/5PHrBpdisIxWoHV2AZALyBWS+QP3WJMJyH/MezwZYcYOaPRYr37uZ4EtXk/rjCF+/53nA42fIPBl8KdPKwXIDY+Uko9kEFVtHSeu+03NkjOTYJMtf+hp2nfw/bAgfY4rPMULbshu62nFNUCz/n35/GE+DsVAUYUicRovTWkfIWEH2TjVAViM86aKVXISrYWYcSvU6wpMgBJWEgI4A5RqBG3QpWgaKDdVak/C2GRAK5Y4E5uAIXk8z+z/YQLQxT+SdJaZOqyEypKFnw7T9egqvtwM7alB3f4XZVQFu+e1jp+pt6vJT6+2ojr28hUA2B4aO1RRDn/WDQave5W/EExvyFIoB8t0BvJBLYNRgpNDkN/REGQifAZz2ss8T1gXFRoW3ff9SOq7Kw6+PvR3lGMvQr0h38ePLN1KuE3z5jDm+v/w79OtR3pTcwg9PPZH272uYOZX0i0r06wYXd+869k49QbjdzRSbdPSixCxXUDIFiEfRqpLEgIM5V0U7PIvV00CuO4BqgWp5KDOzaO2t/sgLVaLpEoFUCDumo7gq3phCqQkqRYOr9i3jGn0JiUiJ7EyE4JiOMZshFlIIzSo4AYFe9Ciu7yI0nGPiVSYoLmpRoeOXguDhNFOXrqfxu75E7NWj//Wo47lgpa+eJSJhv0SnrRFlIUdpZSvFZo0T3noFahVcE5ygQLUhc95i4jsWkIOjyNW9VJMmjd8AXnLcHvuTRuSgzuhLGmm+tYiaK9P0rQmC4pGBwaPgrD97fW7giEToswLPln4cA57TzgQrZSAOjOC8cCWq4lGWVbZWTT667/ksTMdA81AaKtQn80zOBVCrEJqBqVMkRlaj6Q8zqE0xosMmdlgwdXqcpuvnkMEgSnMjXiT4+J34C3HuWZ/CeYkJnkAZncZa0YGnCRb6VRIDAjPjIAXYUY1IMY7wPGhrwAvrlIMawpUETNNnv3f9tFe1AsxpGDmQws8YM24JEx+00YoOblAgXAdiEbAdoiMV5tYEUFtKlM5bTtuPh5E1ccT0PF46g7eyD7XkR3Nu+OOHHndMV8/6EZrzT/4Y6vi8H5kOh1EccA1Bauss0nUpn7SIUp1fAtHy00G85loUJ8z0ic9OSbOuH36a4O4AegmqF8UwjxCAK06Sm2/4Gas+9zb/wLFw72gSjAChGZe+b78Nq8HmJWu3cXnjtqOevqfawv50PT2JOeyIQJ8r0nSrQ7EtTCWlkOsWNH13DyKZoHTuKuZWHL+IjQgFkVULN5NBaDrSsVFcFxEwcaemkZ7EOrkHKyJAQiDjYS4IogVJbLCMHdFQXH8jV270kLU2i5pnOTlyiL2VZmbKEe4ZPQlj+9lEJiQ1txwETcOJmMiV3QQOBLhz5SI8KXxnRShIYMTANaBa64ImUfMqbkAy/MYnVupx8+/fz9p/2IynQ3jKBQ/cPQcwV69HqgK3sxGpKGgj05RXdxDYcoDUNph76VKcuF93/2zEW7e+kZ7QDLanccarYzieyvD3e5h4XozBjV+m+7o3P+X3/FkhTrOeIe8GyVhBdu7qQKupEI4K1FQCqlXwJLJcwc3mSP5gmtlL1uMGVIyFzFPenwfQ+4nNdB88jGyoQ7hH2O01KLc71LRmsKZqcQMS1QK96OGagsgkJAc8IgfSOKethLv34N27C8UwkKqKME2/HtwQBOckakVQe79BbPu07wS2bdz5BdRFXbi1NqsNP9Pg8vlV3DLZQ10KgjfvAUP3NcsTMbyhUQCurfzwccf0wDmb2t+NtagBY3AGb90SlIFxhKwlfPN+RF0NeiaEcF28eIjJMxM0f3MnXrmCNj6Pl3h6SYefCLp+8GmaGzIUrmrENaBwsW+qRA/B/HJB7FAd8fuOTXZ4z1Tdg3/fVBH8dP4kvtTy6Gz2t1bgC7vOpiWVoVA1md9Xi5EVJKYgOu5AX6dfNvWHOJwMw44faVz1F4z38XDCW66grr4Ouy6CFYPoCKiWRHH8kka1DG5AUFU1ds03ki8FMLdESAw4hA/62S+q5WHsHMFsqSfXF6dU58tQK44/dz1NxdldR8eX7wBAruhHFYLAaJbpt5xApQZE1aMwEsOrF0SGFYy8RN92EKdYQlndjzHup4nvuPEJ2AtHJGHPP+ljqDNpyqctId+mU3fnHG4y5Ku8vGkFhZPLuPN+FPvNZ9/Mt7aehhOSCPvZyfO2QX0l6oo+kJLw3kMoAZM7c9/m1FdcTukTBVZ/5m3AsXMUDDt5dlp+SP7iUOnB4wWvQkR5eAbTl67bSN+tM+RW1DIbqeXV7pt586I7STthalMF9HwYqQm2VmNsCDrszT26hPKThRPS8VSIDOZ8h7xp4I1N4Kxrxsi7aGNzOBNTiO4GgvMuwT/sRGlpwjl5FV7VRu48iOp6EAwgJJhzVcJ3jeN2NVGdCDJfChCZkCR2pkEq1M4MY/W3cvjCBEYOGu7IICyH4qIkpTqV0O3TpHamCM66BOarKDdvQ7S2EJqOc03u2487ngd4ZjYoL0eZMXxy3sZaZk7QH8yujYzbICVWXCM4azH1riq5V+k0fGEZeraCVnp2ykhuWvx+ZDiAmJylXfdtyIVzOkn8dC+94fQTakNKmXvo69/wfwPPaWeCaoG7oofYoKS62uOdY+egC49C2UQUVGRU0lKbwZMCPe8b+54qEQkLKx5ATs2ihQxCsxpyHrJdGuWOOEHFl48qdkeJDGSPS98zvUE81QNVIh0HK6bhGv7mSCqQ6TFwA77WuVqNoBccjMEZ9KEiWlsTStUGXcObmcVbuRghwY5JlKqgXC99iRsJbkCh7j4b7dAEBIM4wyNMXXoq6dUO6JIl/zFC9pR21IqD01GPNj6PrFoIw8DbuhOZSBzz2NTxedypab+G3baJjrnoBYdqaxxTCELDGbLddQ+7xjUFDVuffRGys2/8Z8R8M5V6iWX79fdO2FfduPnLftQwOuYde8OuILeyDiPnEJhV0fM697S3c1VsDy1ahjbNpUbxM2OuL2uknTBlW2MknyQ47yLHpxBSEtpeJqzphM9ZgTB0ZCbL/NIW2r+5n03fvPRBB89TCVksIW0HhIJak8SZmcNLRRGhIKqmIQtFsh0aelESSLtIReAZoNgSqQr0gkNwVmNhqYKI2egBh+ZQjgk7Sck1ODRWjzptEBuVJHZlAPBaG8j1hCg2CBIDHve/pAuKJern7kIuWYSZhkKrhIjL+Uv3cN3eJeAc2wbfivvRhKbrZvFGx9CaGkj+fDveql7KjUEqKRX6uwhPPtwQCEzoPvfKswxvuudNlJwAunD5QO3Ag8cvLLdz//u/zEUHNkH+2J1OWe/Rn+tHZpdxoNDAx1p/y6bb3knoviCth1wmTwkRmvXZuYVp+lJwnU1oo1PIcgUjL/3NfX2Kvf8UpeObn2XkLe//i8b9aKjd6X9Pc8tTeIaf7q1aEKgpE9AcvLL//VYtDz1nE5gqIw0VqYC7ZwB1ZT9KWwtefQyxfxRZrlA6vZdCi0Z6qU/gGJjxs44eLDEIHInkCEHDDTrdvAUk1N2iY5QlpW6PcMXGGRxBCQbA0FDqao95bE57HVq6Ap7ECeuorr+WFs/sw1zwifPCIw+vd1Vbm5HzCzgdx36/443LT/kpLwoXeWX4XAazKc5oGOH3d65BcSC1chblY+MEuo9x2+75jq6l5iRv+d17MNIK33nVEOsCI8x7Ic56iKT0jwtJPv69VxGZgcPnCMRgmL7/HkYWSz7x5Xwat6sJqSgPfvd/ObeOqbe38cKtT+GDOILEQAWZilFoD+IGJIG0RKt4OKZCNSGIHPYzbAIzCsX5WvQKJA/4UV+mZ1Es23cmAYrl+LaGAW4Ais2gF3x+Ba0sUcwASjzK5BkprHiK+KBHYMFDKgodv836WTCaRtOXtuKetBQRj6HForCQ91n6jxGl1hBeZ5iJ8zzMKbDOr6XlGzsBiA86xAd1Rl/6p9/YmoYc83YCNf/sCz6svXQzsfPXcfD5KuaCQrX2T+nyF33kjzToWb5U+svC0a/b+3rSNzVSTUpWvOpzNKgGvyk2knFDXBr3OVCuTHdy5U3nE54SyJk5grMxEgcDVKdTbJ7cSE1rhkw2TDisgisJCQtQmP1KJyd/5XK2/PCpJ7b0dIEVF3j37fFLWFQF6booLghH4i2kUXQNtu7DrFRh7VKqMRO14iBciVJXg7eQxqtU0cuNflbtohYqdSZWTMU1wQoLkBJv3yCVC9Yws0bD6iuTrMsytdFAXFtL401zBH47AMk4yb1lX3Z92wHEkl6qjVGy3cdmL6jxOKKpnvkTa8l3COKDknyLv+57hkB4Ar30SNvQqgkinGdf6PmCVf9OYUU9ni6gz5+38dtHsKIC+7QVnBP+KsfC0fE3/N/CcXMmCCG+BTwfmJFSLj9yLAX8BOgEhoFXSCnTR977EPAWwAX+SUr5+IWHEtiyk9S9GsNdJ7B3vc3UdBwKGlpJITxgkN7RTGzUpWO2zNyKINWkQMyaGBmQ5TJiaILwuI6sSRK6dhTp2LB0MXLfIaLjUZy+Njac/kmuv+3Jac6vu2QzuQ1F7KJO/xV5lHUptIKCXWfz/DsH+dZ/LePN7/4dn797I6WMQbHFdyQ03eEQ3jEBlSro+hGuA5VSc5hCi06psYHanS6JQy6uoRKekqR25lGyJT+V1bZxlnWSPqebhWUKSrWFwALE92jkejxG/66TxEFfLqfUaDJ3fht2woPaKou+eMT42D/6hMd5wap/9zMfmmoYPTuKVoHanRWMyRylriRuPIg6ucD2/3ck7fz/+S+nvPpyIgczCMdj09IPc/WeZ16zd1Pj2xl712JqDkpC0w6hwTSV9gQA0ycaLPna2+javBvlnGP/YTDTkmyXQuu1BRqLAdQdA/Dfgk9vfAOzaxWab7EJjueRuorccYADX1sFChRmk/QenIO6Gkq9dWR6fd6N0JQk97Je6r9zH1Yc7KXtaLuHuaD2ksdNlX48rPqnzWRW27Re7RtvoUIBxTDQ2pqpLm7APBTECehoubJP6OWAmZOoVUmuU0MqUGyV2GflmZgPITwBugMK6IcDuIbktuFl7N++jNhPt5J6i0m+HabXe0ydG0HJx9EKCtVGm+R9OoF5B6c+ztyaZqqJRQBED0tiwy6BGZshFnPPz794pPdPfEPavPkulFCI6gm9FE5tIDjr4OltRHbNEBmtEpiYBOB672cPu27Jf2wmOONvTp8tOPecT3PodUuI7tLZVtfHe9/4p1KaAx/0M6727m6j5+cWI8fY9kQlzvN2vphbV/yK7uvejJLR6Vg+wXwxTMv7bajavHndP9O5YGMeGIZIiFx7PaGJCl42B2uW4sQNBv9OYIz10nybTbFRIBWNcm0Sc1JQbXzykZvzjdcgT1qGWqgiFnLEAXSd6FU7CM70+w7UiM7gWoPx6RDNsx6pPRbGeAaEwAuZiJ0HAVC62qFqg6L4vDaJOLKjiclTNPQi9H4nB7sHEP09zK9JMP78JhTbl+Nr+HUVZ99BEqZOeDyIObpAtTNFqcFgbpnG/JIm6u+rwTUVZldpSCVF17eGn/A4NzW8jdzGxZgZg6mXJej69HZG/2k1iUMe5VqFSjJA6qf3c23hu3+66EgW1cbAa1Esjw2nfoLr7/i3J/3Mnyy8qV6q0uZFYd9o/Un3DfyiGOWGzFKG3/HPrHjfZmreVkHqOpneY4tMq7bkA7e+nI5fCvrvOQRC8NOfncnlF9bS/p0DXNbRxNCLo3i6ZNF/3k/74gzZpTE6/1tB2EUyz2vHNQSFVkE1WUtin6BSC+3fGeCqDwS4Y6SLRXPzbOp8D1cPPzlJ2RPfdAW1N4xCJMToC+poFICUhKYtmm7XiN11mLFXdNL0xXuIHlwM+wZRapI4nQ1kFgcxCpLwnYeQLfXQ6kedlYUchIM4iRDzKwSyvYx2MEhgDppuWkAaGp6pQX83VCxc3c921Eq+gohrmIhMHkJBSt0RCutPQLUkyS1+OHbhdT7Be91VA482rEdgU92liNN6mDlRQV/QaNxiExzLga5RPmkRrulv8Ibf8KeSif9Y7nOfeA1VAiGLJb/6KHtffIyMhscBG256DwunNlBqMNFzsPLcA/yk+wYAuq9UGHjlAXq/fynNk8e+tu2ar+OMC0co/X0jWlnw8o++n9S3tiDWLUPNlvhdqYzTXse1v/geL774cs6++Z8Y+PBSFn9timCsDtVSiP8vhLfmqL6mFivmEbt3khsKy7i/kifbo6A/Rdx6m1r+EQydgX/wSb07Cw7hKY2B762l/1N5Kq1xZp+/ntR+B2PbAKI2RXFVM+H7J2B2HiesY0zl8Q4cwvUkWnsLYlEH2sQsXjqDoioU2utwDUFib4HkvVXSa2uwa8Noqq+EU7vTJfTpXSjBAFFdA3vcJ7U9aTl2UCPfZlJz4wjTf7caAPf5C2gUj22gnoc3dBizN4kzqxEZLSOVIIlf3k/2RasoNvjr087LH1Lu80I4e+NncE2FwM3Hr7TkWHHlvvNY+MxJuL9UKbSBWgYrKbnjJ19g+fs3Y05k+cjFr2XgdSnguauk8rh49vl4njM4npkJ38HfKn7vIcc+CNwgpbxMCPHBI///gBBiKfAqYBnQDPxBCNErpXzMULVUgVNWwr376P7RDAfCdagClKrvqY+O+Yu2Oe+n6hsFPy3QMQWBjPRrnloboVDGqQmhHdYQARORK+JaFsKyKNeb2BGF9a+/4qjShk8UrgGG4eA6Cl7I4J5vv5feT2xGy2hcGNnL717tE72JrIZW9usho6MQunU/0vP8FFi36nt0KxahAwWcYD2ZXoVKUiF1X5bIrjILJzeysCKKkQtj5FNoeZuF/iCFDnDCkmBO+PWeCj7Lcx6MnEtgLIs5MoZUV1GNKVRqglx357Ez019z/8e5YNm/YidMqilQZiDXaaLX1RK/ZRB3Po0rPc7XX8V19o8fvO7OHz07F6jun2YodkV9RuvhMQJVPwxV3diM3llABEys6LGnuAvPIzrmUeiJE71jEKdQQDEDxG8eIH4z5J7nk1CJg6Owqg8lo+PGHPScwDN1lEIJvejgqTpqxd+8z3YLEAI77rGwJEjNbVnkaY8kEDwWbGp8OzUr2smdJIkMHvmxNf2UyuKqZsafp1K/UiP2gr3kL1pDqV7BzEjS/QIj46sz4IGeE6i3xKnPSLI9AqvWJVhfRF0wSO13ySzSmF8G8x87ETfkIVMWquGi7Q7TuXkH0vMZoIUikCv7mDkpSh7daAkAAQAASURBVGaFy8tOvof1kQF+ObuOLff0Yc75O/q65vG/eMzmWIbM4gaCt+3DXdGD1ZrEjumEFeVPrP4PwePxMTxTaLhRw4r6nBUPxSndPrvHiasOkftG/TG363oK6T828ryv/QNL7p3EGR4h/aZTiM+7kB5CNtQwfqGLEbWJXN9Jal+Z+ntLvpzW4m5kxcI8PI054meU5Np1KjUQG5EotiRxUGGm1aPzO595wmUqR4OaSuDdtx8Mg8KZfQCErtkOQDWpE/zNdpTTVxHaG8QNQmiqhH543o+uqiqK7eAt6yHbF2VhqYKn++nlDTfNwcwcSj5Ay80hCi06YxsSKGefgH1qnhf03MnhcpL7f7uE2l0OXr6AGokgJmfRDxZxq1X0SJDEbInYTwcQugZLe1Am5rjlt0ecYB994uO8evrLrH/9FRQbNZ/vo6OVpi0V1Nt24r18HVZMQXS0csGyf+Wa3Q9nbH8ipRTPJKrSZqDawK1jPSwe/ATeCQqFgSYi+01CU8fWllJxabxBw1Nd9n6unfBuk7Yv7aDllgCV1Z3MrDVI7ZUkf7fH50tpjVCuVUje4PNiFE5uR7X80qx4VwZrPEWxz2LypYu4uziBXdHwZufJvHT1k7IXNq77CImg4cuPFkpUk3DDTR9m05IPoeUtio1+eUfrr8ahtRnmMnjLF1GqD6KVXGp+sxdhGjh9bbhBlVKDgWJLwocNtJFp3OY4TXe6BH/pIO++w5e0q60hc1Ynjgm1W0pIRSG1z0a1PcyRNN7oGMnMImQ4hCiVEY6k/s4FRNki++J1AGz95rGP9+rZr/C8F33uiPqOxI6qGLsPoqzux0qoxPbm8O7fwwbl5Q9z4g7//bNTXu+CZbu5v7GF+XyYVzdsefC4VP1dSt/6YbxvhI65XT0nEcv7qNQAa3MUqzqZJesRtkB4UeIDklKDIO2VmHYDnNV7gD+WlpJfWY+ed1ECCuE9s7iz88SHOnzH7swsPz6wjjf330l5cRV7yqD3E5s58G9/+e/ZWRd8hkCpDKkY4SM/wVKBUq2CeSjAwTcEUFw/s9M1FPA8ykuaCB9YQGbzCFVFX/BLOObeup5qHNp/M0O1IYIeMpB378IbHSMe9Z+hqDrYTXEqNYJyXYA6bwnB0Sw4Lq70EC2NSFUgh8ZQ2luwEibVhEp8oIS1uJHoYd+eu/n5H/+LxxzZM4eRS6BtHyCiLEYJBglNW2QWmUfdnP7x2uOnsvVksGX1z+kvvA7HUlF3BY98J32OOdJZvPZG2q63OfTMdvNveJbiuDkTpJS3CCE6/+zwC/kTKcd3gZuADxw5/mMpZRUYEkIMACcBdz7WPdSqR7ElQHyqES9sEpjxCbAQYEXBiql+WrQC4eE88QGBZyiAiVb28Ba3YcUNgvvyqHkLt1hCa2pAzqdRIxGkZYMAOyQoH7vNzQb1lcy/9WSSByvU33o/wVfVko4EGXxxM4s+sxlVglYUXDl7FiPzKb44fxZaUcGO+Cm58dtHIBJG5vLIahVRk0QIBWf3QZSASUxTWVhSjx2CSnMYI62DgEKLwO1RUSsq9fcKXBNCk1Cp9VMbPdXPekjuVoiO2njmEd10T/r3BEb/ruvYB3wE1+z+JKe/9PO0X1dFz1ZQShY4LrKhBjk9g9bSjDe3wMbg67i2/P2/+D7HG1dPfYmNaz6CWvWQmkAYOt7EJJUNq9lw5n3c/bW1FE4OERs8duUEKQSJO8Yo9zdi97XirWhHuXMvXnsjSqZIYM5CLOSQHc2UWsNH9MJ1zCwocxmciSm8xY3YEUCBXJuCHfNQImHMBYViM6ROW8nkKSGWfWAzuz9zbAbCyt/9B7nRONp7FrPokzswT1tJfpFBdLCAV60gNJ3geJHeb1lMntNA4IwkmW4VqUG+C7yQQ/MtEiesUk4pGAUIpD20ioeRV8i1qXAwRt39VYzpApmeGtQKtNxSQZ/3nRbS1FHSE0ghUOrrcBoTeLrC6IYgr3nRTawMjvKisH9uyduFd4Lv1Ln/mr5j/jyAB51bG9d8hMCCh3VCL/pde6mctxwhwZ2aQY3H2NTpP8snG308nrjhxg+x/nVXoJckgXnBVaUAC26EvBvg+x03A37Ud2PwDcfeeEWh48fjZNY3MXFxC1Jp8XlR8orPpbHrAPrUydS3zTHZG0a1A9T8ei9ufweUyuTWtxJTFIIzvopCbonPOVFJKMRGLBRXoi7oqB1Fen/xcQ689N+fcNdOe9nnid02iNdUx8ili+n82RzewSEi2ydwm1K+HriuET5cRKoq6kKR8GSA5L4i6uFZ0FRkQw2VpghWXMMJ+pFoJ+wbVlZMYDVGURM9lBsD6O+YpCdYZPev+qjZZTG8wqTeyHHPfDtGHoKHC3jlMlpNDfMXLKJUd4Qg1PaVd9zACTTf7hGYqfBkWDfu+t57WfrhzahVmDm9luTBii8jbENw1kVk8+TXt3P+KR/nujuf+PN8uqE0HiCIn6EAMOlWaNYzBK6KUzy9yuL2aQ5uaiGwpp7aHcdWFucGNZJ/HOLNt9zBhuAMsQ1BVpzyGiI/D5PcNg+ra8m3CUInLqbYrDO3BtTmIvPZRQgPSq2SwIwg0FLg5Z338dNz1rA4UmBopp2rDi+DooZctoj4wSLDF0cev0N/hvNP+hgTZ0ZRn5dAK0Ht1jmU5ibiA7Du7zdTLwSllhCFZkFsYgo1HoO2RopdDUT2LxBwPJRskYWLlqC4/nxVLIkUfuBF6gqEgpi7R1Fn51HbmrHOWou6fRB3eobQZDNOWIWJadxsllCmES+ThUQcb90SvwQyHALDAAkLa5J4RyoNjMJfHtK79df/wtJ/20w1JUn3CYzz11FNquRbFcLjJnpNDQTM46qs9VTg+rM2c+m9r+NV7Vu5ca6fF4WL7LZLfGv+dE5ad5BhJ8/veq/hjGWXwDEqiCqOx/TpCbw1eb685n8eVpID8J7JddhSJamEONGE+dp7uC3RQyURInr/NN6SemQ6g9LfTWzLKLJYgu42uv5xlm9ceSrReJm8JzBHDfo+vpn9/35s9kLvJzaT2usx9WpYciiFGzZp+NZ9CE3D6+tEK0NFAdlRRt0dJD7ooZVcFl68nOTOLF7AoHDeEoycg1Z08DRBqcEPgGXW1BL58RaEYfjkvbEIVl0ET1MIDC+gT+Vo2OKg5ipQseCIJLlY1Y8T8BUg9EkT9+AgZrAPcwaUmQx4Hs7qtmP7IB6Ca7LfAmDjCf+JcCUiFkXPVJDSw45oOGFJzU5fxhbgDzcfH4WipwLv6v8D3lQvb1hyF1dPLmU6GiQ0obDqXZsRcSit62TsHI3F38884lohxCA8OkOolPIv30z8Dc8ZPN2cCQ1SykkAKeWkEOKBLXoLsOUh540dOfYICCEuAS4BCIgwTkD49bf7hmjZYaMs6cEzdfKLwoSmLIKzCoG9k7hTMyiqihoMkBxN4I1NgKYRjISRdUmUfAmxdBHMppG2g2dZaF3tCFcSmXDI9Kt0/9cVDL77iXvftfpaGn4/DJoKjQ0kjALrEqN8O9yIOXfEdJRw9VUnIVUwF8CJ+MesqKC8opXgjsOgqojGOqSmIKbnEYpAaBr5JTU4IdALkG/TUes13IDPlK+V/RTbzGKfRVe1QLF85QYUEBaEpl20ooMT1mAujQj4ZGJIye7Lnny0Vbt1B0rDEW4Ez4OQiVZTQ3lZM4E7csiedjae8J8AXLv1P5/0/Y4Hrr3vo2wMvo7KeSuRjgPLFlFo1Ph/LXdy8a1tzJ5aS+i6/U+orYfOXT2axDk8Af2NDL44AAKaoyuI7E8jwwEqdSZSbcI8OIVeiFB7v8DIuQQHFyic0IYV6aCSFFh9ZcRkAOEIjLQChoGeh0KHx+SpIYptHoRcOr/9WYbf9MRT/p0tSQIGWL1l5l6+go7fZDj0IZ3IZgU1lQTbQUqJNDSabpgB10NZ1ohWAK0kiIwLQnv875i6rB4noBAaLyM8DxNwzQh60cPcP4UsFGm800A4HnLHAaSq+qSOkQjUJEHXQBE4EZ1sj0F03RxvSd5Ni+oTx1WlzTdHTwOgKZRn30ef3NxVMnlif5gAx0EC88s0YsMe6tmrUPdP+ZFrIdigvhKA692fPKn7HS/c9f33su6SzRTaJLfm+2gx01wzs4y3J8a4qhTgolCF6ZNCcPvjt/Xncxdhke1WKHU4aFkVrafA2d17+O1LV2DsCpFYPcumpj18NxMl/AcTYeiouw4hu1qJXrUDEQlTTSWxoxI1ZuOUNIqtCrU7LITtEhqLIxbbmNqxpQQHZy1kTRKlVCU6IsmuSpGYT0OlSro/TE1uEd7BIdTpNC4gDY3k3gLK/lGs1T0UW0x/7a0FzwCt5PNooEiQguCsREjJwtIw1QSY1QBSCgILErXqkdga4JsDF5A84NG0bRI5n0br7KDUX8/CMnDiPleNFrZY3DjL3l1tpBepsCjMrtu/+Dije3zU7rQJDfpEWc6Jy5k+SdB+vUP+pHYiN+7DXtXNpu73gWVx9dgXnvT9jjc6tSid0Tk+2QHxVJFVyQm8XsHh2iSR/3r8Ap2HzlstkcRe1IQtNWKKX+qzc/3/sHttiZd9+5+Rywo4lsqME6TcLPnohT9lX7mZH86fillf4tSWUW4/1M1rF23nHcn7KbkGA8V6DtbZ5IsBlLjF6KYoHZ+/D/nCNSy+bDMHP/jE1yJhu0QmPPSSZH6pSmXDakLbxwguuBSaVLygjjlvkfIM1P5FiIUMCyuT2CGBE6xFKpDuTyAcCE0LouMOlaSKa0B8VxF1ZBovX0BJJX3payFQKi7ukg6Uko2+UMaYcsDzUFNJ3PZ6aK/HMlWcqI4da6KaVLFDgsxigZHznWKBeckdP3nymYV190piR7Lfhl9pEE2VSKcTiMW91PzgXqwzVj6oGHU8uICeCnxl3fepTnbTqPlcW8v0EE1GludF96Mf2W5Nn6jCrx6/rYfZuoSIjTqk04FHOBIANjfd+7D/XxC0OLd7Pze1raUmGsK46m5IJI5wgikI24ZcEYQgdFOEhpeP0Ns6wHUjJzzGtvDRYS5Avl1BDTjsf2cjfV+do3D+SoJXbUNdyKOXI8SGILvERXiglzzcgEKxUVBJJVBsn7NIqRrU7FPwVD+jQSsIFFuippLIYhmOSOVaMQ2pCJTmOGrFQWoqVmMUO6JRSal4GoSnXYLDGVQPRDKBTGdRsyXwJMW1rQDc8psnn+GiTM4j8gWIxxCZPF6lilSgZgcYeRe1ZKNMzLGp9Z+e1Wuu0niA7PTLOb1+kPtPq7J3qBlz1KBuu8vkKTqNK6fwdh91zT3hyOs7gCp+KbvAzzZPPC2dfwog+Ium/nHBs6Ufx4JnCwHj0Z7dUV3dUsqvAV8DiCZaZblG4Ow/5HvpHQe7JoQxNEtEUxCehwpQrqA21uM1JBGFClJTsJ+3wk+zUgSh+w7jzacRvZ14hSKoClpHG25tFNdUcA2BOS8w03/SDN6x+bGNhJPecAU1UlJa0YIdVYkO5LhpRyu3ZZaBKak0uIRHVaSA6Khkbq0kclih8e4y+kyeSnsCteL6GQkNtXghw9cz1zSU3h7s+gizq1W0km/wOiE/g8KOAgqYE+Dp/r/oqI1UQElqSE3B03wmaCFBy1cxxtJYKzootPpkYU+mnOMB3PaL93FB7SW+IwXA8nB37kcJmKgVF6+/C3V0ivKazid9r+OJ80/5OKzuJbR3BmkYjFyYoFLvoaAwfUYddhjK567wT/7dY7f10LkbaG2TWqiGclhFNJV5z6obuOGEJZTOzyMWdxLbPo03NsnY29aC8FNavYlJvOWLOfxCFyNaJhKssiKW4X67Da9oPJj22/KHNGMbkjhhMDIKanOBly3azqKffoKBVzx+XfT5p3ycVHOQ6B1DONMzaD1doCi0fCcMbsXXiR6bRhoaVtTA3LIPUVtDfMjByDoolos2OIm0bUQ0gp53QGqoxSpSUyi1+2Ujke0TuJNTKJEIyp4hPzOorgZ03VcpCQbwEmEUXcOui7CwxKDUCBc2DhIXOmmvREjopL0q5zQc4MbpXn5yylNjZHq9bagj01wz+d8s+8BmkvfMIAM6Uxe1g4TkwSr6XN3jN/QM4uyNnyFiKFQTGrpwCStVViX83NMRqxZCY5QanlhbD527waY2WVrVSnlJhVSqiLezhky9SdnViYQrVLUQcwtRrtaXYhUNrJhKMJWAuiReUMc9qR8tV0WpglcD3oKBErepdkgGXxKm+TaXptvyHFgZJl5boPtKv8B/8F2Pvy7pExncZIRCZ5jUz+73HUKGgTBNaq85hJfOoNbX4tXEUaXE3XnQ58mJRKjUGkyfLP1+GRIjo/hRXQU8TRKYUYiOWkhVUGgHrQDKT2uwipJo1sYzFBpvTft15Z70ndztTcycmKRS67cBIHQXRZVkKkHMxhJ2I+h3PnlFhT2feg9nXvRZ3IEjIrUnLseNuUgBpXoVzuknumUEd2YWJXj8lIqeCuy2SyzTQ9jSwcHF7qzwi1XfZpke4mfhQT488yK8Yulx23novDW7WyTAmJXClrPowjd/lukhFp01xNl1+/nJ8DoqbpA1Jw7w2ugCBwOj7FrezEfaf8tqI8CX4oOsDQ4DMGtFuWtXD3iCji8KCm0m8yvAOn0ZRhY4OUvn9y8DYPh1H3zMfm5QX0nl4hNI/O9u5OJ2Ivdl8WbnkZ1tRLdNEAXsthq0oo1accisqSE8FiY0Y2NHVKZOVtB6CtgVDXNvECsGBVejmoDQrESdSuNMz6CsW06pLkho2zCyXEazHWRNHKkpKOOzICWyswU7GaTQHkAqEEi7FBo1PAOKLWAnXIy6MqUpP9V812efvCNhzyfew4bTPoEb9D+TC1bs4lC+lnklQSUlmHnzCTT+74gvUfUsxiVb3wA8j9lqhJdHrgfgXcn9R+aa/x13O59YJuND52481CzN/91KZMnJvGviRK5svudxry86Jp4OE+cmMNeeQs32LJ4K1fow5ugkImGCU6LhO9spvqiBk6KHuEY/gZ7LdnLBFW/FW9zOdXf/x+PeZ1PfB6npShLcOYb7+Vnk+hXImTm8ZTVUNq3BCSgYORfXVLBmglS7HELTKqoFSMh3eQgJwhIEpwWe5n/GZgaMnCS6Pw2Wjehux42aKBUHI+eglh1cU0VqKuV6k1KD6qtGTPqkz1rRgclZ3IU0QtNRI2FwHCq9jUydpNF491OnqCBdFzm3gNJQi9JYTyWhED9UwZjI+gE6x8GZW3jK7nc84E31crCwgYRR4qreq/lda4jb84v5af16FveN0h+b4cDyPtj+8OuklAsAQoiLpJQnP+Sty4QQjy6X8zf8VeHpdiZMCyGajmQlNAEzR46PAQ/NN2oFJh6vMcX2aL1mFi9gkr2gn9uv+Cpfykzyv684FS1dZP/batFaSlgLPbReI4jeN4XTlMCJ6GR6DKopUEtQjXdiLrQS2jOJqK8Dz0XOL6DaNpnzolTqJMaC74UPzntIBVb/42a2f/HRHQqzJ0iMfDdWTEEqYNWGWPRDh3K9Qr5VITgv0Ys+02twukLNvWWKPQn0A+N4mRxaMow2l4dYDC9sUmkIgRLGU1NUEyqOKQhN+bXyrg6FNt/ZERmXaJUj6Y0ahMcq6Af8DYSZzZNIxJD1KUS2gCwUoamOodc2s/6iXXy7/QHB+SfvTPhzXD3+RT+S67oYgzNgGlRWdiBcn+H/2YrJUyNoFWj8+QReoeDr0XfkuGTsVJKvPIz+khyTb1h2zO0KF9yFDNG9CwSvDPEr4zyMwRmck5YwsimAE3fpXOTxqsYb+NauU+AXLqKvm/Ez4rz5hD8SUqucGjrIct1h5dDb0YpHeDDKFaSWoNDlcsXGH3L5B15L7KtpbllxCpFunVe3XwLAj05+dFJGcd8+onMtuPNplGAQZ3AEdXkvwbEcomxR6a5BD5pU6gMIR5LfuBzhSapxBSFBqSqoqQQiV8Adn0KbnUc3DNxsDkXXCO5wUeIx3O5W1EIJr1xGqa9D7WwhvSKJVARWTCBcv1yp2O4h4w5GqEBtrIiuePx3Zjl95iR5L0jGDaELl1vO/dxf+jE/DFcPXcH5J3/sYcfcmgjKvhEar7fxwgHEyATOii7UXPUpuefxgPv+OYLPnyJQv4abphdzt97BeMZnaf7l707ju4ck5l9QvqVakFmkow/rpNMG/b8ZofHGMFf/8wpS9+q035tn8rQolWwjS26fRY5P4ZbLvoqDZeOct5pSYxQzB823l1lYEqJSoyI8iA+6uIbC8AuiLPnXQTJndNK8bYZlPx3Cm+pFaXzs/OCh1zYRPyRJXT8ATQ14k9PQ2YIUwmfeD4dwRw6jKgpWTwNGKEipJ0Vgukj0j/sxly7BDYKRERhZsCM+CV1kSCU4LynX6zgBCMxDcE4SHSqhVB2QEjdiIjUFmYwhHIfC4iTFJhXniGpbYE7gZTRAQ6owG4jQdZJPbnv95x7faH8iuPmq93O+/iq/zTv+jc7vfoZCi079T/f4HEGKgtrYAM6zU5rsAVx8wz9ySv8hfth5Ezoae875Gg8wiX/o7hfjZQwqm9bAb3/0hNtsD6cZvijI1/73fL5hn0/35XuYfN1StnzwCxiqy75iE6Wb6ojMSM5IHaDgVbhy9hze3nIj3UccQS+J7qNRjQAa1923HHNKo/3qIqWWIGbG5dRz9jByYpL2t7jIr+QpntnH1HqNxZ/ezMEPPbq9oEbCRG4/BNEIIlNEZvOUz12BHfY3YqF7h5GqghMxMIZnSZQsKs1RqkkN1xQEJwX5SAhCrq8C5fJgaaYUUFjdjNbbSLlexw4KQnsDCNcDVUGULWQ0gGysxQ0ZFDqDeKrACQj0kl8mEZ7xsyMCs2BkVOz5CEpYEl30xOTijhVfWfd9Ntz0HmIjFupBD322gCyV8Ba3oQ4+rmn4jGHk0i7sZICxf7DBpz160GkFsN2qcOX6H/OCY2zXbgEtk6TtyzsZ+E07F2USzG/soefSfXyh/SounzuFBj2HLVU2RXeyTA9RcXXUpTk2du/h7rl2RluaER6k9riYUuKNHEaEQtDXyfmN9/Ha6AIvfMNmzl39d8wdqqH3gzu4IPX3AFyz8PVH7ZsXCxLcPoKXzSOW9yHKFvMv6KeaEBhZQd0dsxT6UpgZm9Y/aGS7NPIdPslf/X02mZJOepVDbFQjNCMp1alUkqCXwAkIcv1JlMUJFEcSHC0gLAe1ZOOGdKoJHeFJnKAgPmihVF3UkoNiOYipORAK4kimo1cGscjfZiT3yackKwF823Zj+PX+38Ob2bToX6i7bsQPpNkOhIJ4uQLKyv6n5H7HC8vufC2WpdHfNA348qMXh+7nshfeD8Cn53u59ROeT6t/dAghxN8BD5ChvZq/URr+n8HT7Uz4LfAG4LIjr795yPH/EUJcgU/AuBi4+3Fbs2y8ocMoTQ0EZ30ildfHBvhJz4Xk35rlrjVX8JNcH5+/53wih0rguRQ6glRjCtXkEcbSBKQOuoTuG6G8qp3gfcMQDiOCAZyJKUotbaBJbFslHxTE/+iQ7TZoefkQp73s85hp3yi78YaHRx6a+2fQf5ei1KCiViTVuEZ0MI8W1VBsBTssCE3Zvgc157ONR6bncWbn/KElDdS8hlcToVLnp8F7qsDTBWbWQ9OFX9JgSTxNEJr2jV7h+Y6E4KyFVrBQRqdw5hYQikBd3I1n6r5CQHMNlYYWZlepiFU5DuVq+GE+BcDrniLJ4T9XEbje/Qmb2t/9iPNuuvqplYB7KtHyrd2IcAivtZ7MpsV0/a6Ctv0wgyf040RUhv+1ld7P+GUOO46hXX2qiJIIUWmNU3lfGl11GdzTxtJVI5xilrii7WpqlDAzboGra5YicwVkbRzPhJBaJSBs+nSLMVcS3mPS/utpcitqKZ/QTb5Np2fJYVq0DNkuldjuIKGdE4y8sonGQI59L2hkk/Y+vInJoxKwzb3uBOruXkCtr0WmYmiZAp6i4EYNVFMnsGMUAiZBKanUByk0KwjPd7SpFQ/XVBClMs6Enyqh9PTgBXW8kI6jKei5KtKVCNeFZByl1lf5sOMm5RrFl3pKgBuQOHGX3kUT9ETnWBKeJKxU0YVLSvWJEG2psr/UyCnRJ84g/kRw3ZY/be4e4Ju4IPnWh53zbK6B7N58BXtf9QvUIYWzL13J7B2NmLdU6ZjIct9wEH5QICsjdH70LvYcY9tqycGOQM8PZ/AOTzD0vtV0ffkAS/5LYKdC5HrCmBm/PMw7PIESjaCGgj4HjZQUWnW0iqRuaw65fS8pVvhM266HOjLN5DdSnFY/xvbJlTReNwmlMtcf7uVjagXmXsi1nzwDODppq5WQeBp+hHV61jckTd0vEdtxEKn6mVLO2DiG5+FlsugNfsRQxGKYGRALgPTVOTwTjAwI6Ru2rg6KK0kcsNELNm5AQ7FclHlfQ73cHEateCiWS7ZTxQ0BHiBArYITBM/05zWmx0Q2/ogxPFk8lNh2+A0fgDfABb/6+4edc/Xkfz/l932q0PuLj/OhU/7A5T97Ebz1JgA27nkZGxv3MlKuoe9f57A6av8kv3kMOOec7dx6uJvyZJj8uf3YEbj08Dls29+BsBS6t1URjuTGuX5SaoFGI8eGoAP4mRy+IwFyXpn4bg3hgh3Tie2ex0mGOC+5m3w8yPdPfT7x3RkCv72b6CV9CCE59ZWXU6r3yxv/PBCRvXAZ0Z/fg1jV7ysxAWrFoxpXcU0Fp6cZO6oRnCj6MrwDhwkorVixOHpR4pgCQi6UVBTLL9EB0HNgxQWuoRFc8DDTDoF5kNEQwnZ9lSjAM3VKLUGEJ9FKfqRYLwnUiuc7+4X/fS7VadgR386QqqC0K/VYm4tjwvW3Pzxr7vqzNnPWZZ952DHl4GGufpLqRMcTh14RJzQJ4RtN3tT+PP6h4Y80q2VSis7qn72b4ITgsn/49jG3a6gO2XMWE797nMFX12Nk62ncfAf3Lj6VS8/WuP/2RThhj3WrB9kY8VUCto22ISXct9DC6OFawvaRgNiv78I5fTXCkUhNUGgLcF50F6ARUQLEAhUSy8dQmhrIrmkgNF2l91ObEQ7s/49HOsT2vzVM/wctWNaDEzNxAipWTFBN+NxQxd4jAbCggl70CE95OGEFqfrS5WoF9AUNveDzeVXjIHVwdUCAExQ+J4cE4Th4QR3hSvT5EhDCCaqYGRc9Z4ErEZ6H1FVorIXRSV/COhJENNRRbIlgxVTU6lO7x722+Cee+asH/KDGpq6HB+Wuve8YWHWfZvR9bDNLz51h30w9u4daoPfh75+8/WWEdIuOeJr7H72ZVwOb8bWCBH7p+muOW6efakiePa6PZ0s/jgHHUxryR/hki7VCiDHgI/hOhJ8KId4CjAIvB5BS7hZC/BTYAzjAOx5PyQHASQRQaluRisLwm/wo/1YriJG1OalhlEHb4FDF16z39uzAPXU5WsmjnFIIT0oWloLwBKH9c6CqGFmL0gldGBkLbVZl4eLFNPVMU6iY5M0Qji0QnsTMeuzf0kW4FWI7ZpELR/fOL/QbqLb/w6sXXOx4gNBIDteI4xmC4IFZKJeRxRKe5/klDaqKdF30guNHgbsSOEEFxZZYMQUkaBUPrSoxch4IgV4WmBlA+P3TCi76TAGRzeNlc6iRMMIw/BTjsEGpKUChRaHQJvFqq7RGi5xZP0BYOf5R1qtH/+u43+OpwqmvvJyY6yJzeUSlgtoXY3RDkH0/uQ24jQ17n89qs8LIC4+svN984m2bSwQiH2b0Ap2DK39JVdosnbyEtcnDTFdj3Fhqpk7LsfnwS0lf30SwP0apJYgTAk8qNBtpfp7v4Z58FzW7HbyxCYobGmj6yQCl+l7OqT/A58cvIHnQgUIJbyGNyLUxWkrhzc4DoESjbKq79Kj1p+6uAyir+3HiAbSDIzA7j9bbiciX8XJ5RLGEyBcwtTbMjIaZ83CCAvOeAYSqgqqgGAZKewt2IogT0rCiKp4h/LT7sv99dcworimoJhSE6xPyuUGwah2UoIMZcKi6GrPVKN3BOVQ8ipjYUkUXLmNWiulKjN1a65P9uB8X16S/cdzv8VRBcaDvt29n8IVfw37bAp2vniN3Xj9/+OEvjpxxF5wGb9+0/k8Vj08UwlebOfeX2/jmvlPxdoObzqIqCulTagikPWRIoFZdlOZGKJbw6lMoY9N+dBwIT1rMnBRDX3YSiT0FFlZG0MoSM9VBU3SciqtTagSrLYkxqSKloNVY4Cdv2kg8t0C5Pc6ZF32Wm696uCNSaysyp4ZI7m5CHZoATaWaCvjrdjIBwQAiEUbNlnCHRkAoKFt2w4rFzJ/RjBWH4KxvyHoGD5Y5CMeP9koNPAQI/EhxWEWqAXRV4EQNqgkV11DRyhqqDfLIxs7TwQ2AG5K4AQ9MDzXg0BjLPenP+ongsSKLzyb0/uLjaPdF+PTsxdQNSr6Tq+fiyBDBD0b47ovPpXH9BDfd+Rv6v/E2er7xxCWLAWbtCJtbbuIH0WEuG38B0f1pim8UzFQi1N+mMb8Khi/W8QzJlc23cXZggQFzAgg8rJ0byiofPfRqAKoJyHUYBLdn0NJZRq1aFOGBhEJPnFBoJR3xKe7b3UlHwSWRdXwixKOg/PwTkAqER0BMz2LcsoPyS9fihBSciE6pTsUORzEKHqFsDZ6uEh0qUOiMUGwBJa2jFQRS820O8IkXPQWE4W/K9LxEeGCnQiiWh2L7Y/OMIyU9mkCv+BdLXeAGfJvDDQik4tsXQgrUih+8ON646ZpnJ/P90XDOhstQn2dSTQICds418eqdlxI5oFOtgdbbHISEr42fCew8prbLZZO5FQqx63IsOmsI66xJ1OV9aGU4MFeHG5AYDWVeVLeNFYbv+HLzOkrYxlBdhOaTsab2O3hnrqVSoxO7fwarJcH8coWTzT9tBRJmhV1TjXTGXEoNCvn2IOYC1N9b4dw/fpob/vihR3awo5lKfcj/bbAlqT0Wk6cZqBaU6lR/7VQe+CeIHJYUWgWzq1TcABjZI2uk4WckCtt34ArXn8NOUEEVHuW2uG/jll2ErqJUXXTHQyrCzz4Lqj4Zouv5xM0t9ahlCzmfxhkcIRTQcZakkE9DGPXqoSuO/02eImglCKg2ly65lX9M+Otq/+2vo/nrBqrl4S4KoByqcv/LH/3BSSkH8cn0/4b/gzieag6vfpS3zn2U8z8JfPJo7z0aWptmGXxZPdV2i8Fz/J1c0TMZPyPA6+MHcRH8asdq4qMCJWCi7BpG6WvHiqpIFQKzgsikPEIOGERdKBKaSiOzedKb+nHC4P2mgXIHNN3nEfv1dpREDG9VO/EBg5rv3OOTeLnuI4iBbt/wGZbcuhkjB2bW9wDr02VwPKIHMojpebxCEWGaiGjkSAqq8NNkDQ3P9qh21DxY0qDaR9iZHT/tUK14CA+0ooWwPdRCBSkEolRG5gu4C2kUM4DS0YYMGrhBnWrSBFUcuc43OKLxMlVb4/qJfm7V/by8l/Qcy6fw14vgjIVobQLASYQw0y6Jg3+KhqV/2sbyS+7mHf/2VQDOPQZnQode5ODldRw8w58vptBRdI/paowtkx3cN9uCEOD+so72W2ewGmOUaxWqHRa1Wp4efY68F2S6HCW87TCeEDR8ZzsTb15Ntt9ly0IXu0aaSdVpRAIm9HehVAX37u+kPzyAs7QD7t6DEo+xacmHuHrvpx/s271ffw9njX0WI10h325C+xriB31pP71YgSXdSHxGZPXwLKmShZjLgOtCw5GIYa6AkkoggwblehMnIHCC/rPzYoKSquAa+N8xjQfZ8qUGXsglmCrTlMiiKR6G4lKwDX48vI5yVacmWqQruoCpOtw328LceIJ7rW4ue3IqmH81WHfJZhpfMUXZ9tPCu+LzbH/nUlrPeeTm60std/HVY2y/mtJwTsnz3uQQ7z1liP69b0PtaMWLh5AqxP6wj8ymfozxLN74JEokjJIvIR0Hr78DM+Mxvdak8YLDTP6hjdSvhqnLN+BFAgy9KMaL4hM8L7qfuxd3Ynx7AUydsGnx5tg0PzJVrM4EiuWh33jfIyRmGxM5cgGLhRVJxLJeaq85RCWloVqS6ikdVJIKWlkSnAtihgN4YT+Eu9AXJN8pfMky/7EhFXBCEj1/xHmgHSFjNKHQomMUVDxVIFMqSr2OXnBxTEGlFvAEbogja7X/zwmCG3XRE1VcR0HTXWLGs7dM5plAR80CM7kIxoJKaNbhc7s38PVwmUSuTMfvNUbdZlgG+976ZRYveqMfC3uCkKMaz/vYu8n2SBKDvozutnU+eWrP2n9Amh7rlg0xno9za76Pi0L3stp45MY/IGze2H4nt792EePv6EKdWkBaNgsXL+EHB+opZwP0/fZ+Zt6wBiGDmJ7CVzd8m80fOBXwyeA2db33YZuNO3/0z6x//RU4AUFwSoMVPdhRHftIBLdU589T+QBnQF8ddtiPAJfrBHZMEhsQCOlHd1H8CK9q+xmYqnVkfVV9h4BnqHimilR8CUq94KBVPVxdgPSVslDEg7aGE9SwIr5almJDbMimmlSP/QP+K8WG0z7Bwpowyf2+I6bYoJDdlyI2ISh0eIiaKpVkgJlzbfrfmTjm9s3RIs232wy9dxnXdn+W1770faQXK1SWllmWXGBXPkBdrIAqJPNekYgwWLx4gnw1wEQuhjoRQK3465Fyy3aiy3tJr28k3yoIr/xTLf+5ey5m4betVFbYeAELvSAx8lBz8xje1CxKJPyIAMTwP7yP9bddQXx/gQckaQZf4md7eRqUGsQRZ4F4MMNLtSThSd+hEJrCd3JJn/dLqn6Jg1byHV+Kg18OqwishIpiSdygilQgOF317Q1F4IY17IiGp4JqS4JjfvaiDBqI2hRKpYpVH6VU73+n/gYfJ73hCuzFgr3zDdx37RJ+e8ZhuqILeAMRcl1Q/+Pd1JQ7mDwtwuJ3bOHRaG+FEDXAlcBG/Hy8PwDvklLOPV1j+RueOTxbCBj/IkQFBE6d5EUtf0q8+eDOl+AuK3JheIRPzTyPuj8axEYq0N2Gu3M/2nQWuSjEwlJB+7VVzN2jyMZa5P4h6O/210IpKTT7XAdtN8zRODWPdF1EVxtuPEi5TsfTQVm6iPTKBMl753H2DaCsXfqIPtohyLUr6AWF8IANuQLOxCRKKITSUI8Mmrhhv9ZWSIkT0XENBTeg+JGAI5wC1aDAzPl/e5pAUQR63kKbzvp18oUiXrmCUFWUSBituxNcl2pr4sFrqkkVJyCo1PxJQtOTgqqjEQtWyJYDj+j/8cIDNekPTSd/tuC0l30ezxD/n73/DrPsqO698U9V7Xjy6Tw9Oc8oR4TAIJKQhuQExjaOOIPDBRuMAV94AWMTxNzrHLFf7utwHZ7rBJKQCSYIhBASyhpNTj3T8eSdq35/1OkehVEYaSTw/bGeZ57pPt199t5n165atdY30Lj/KCe+dwuv+oUvcOvzGzgjDWR+SrFu8qbjfHLDc9j947c9zrs9dux54Sce9v1Fa4+xpTTLwmiZTurTjkMmPn8CfeQ47jEHtl0AA8UGb44FXeID//Q6wpMwcl5KuMfDLCwy8j1H2eTHHPuzzWw4nuEttDj8/atY85kOMhM4R1w6L93OwnmS0nmX4fUMKrEQ3IcqckdjDkL79NbY5NXth4jCoL1RtCMpfEE514i5JcTsItSqGEeRj5UxApisWqi5krabpSFuCmR+qlOrXUgbGh1qnGqK0QKdKZRX4DoFhZEEMqfhW8GqtFBkuWJmoU6hJa4qmJ+pIxKJv/h0jPXOLK56tYUx/ue/fft5nT/vB66jmJDMdU5Z0/32mn/j1Zet4sYdnzwrxxAapNTMFj1e+FdvY81nE6tNUNlAPAomimncuYiZW0DWqkQXrkMYCNIM7UqOv8igRiIOfmMNmz9yK+aCbeg792AuP4crr76bc0vH+HJvG86DIb0Lpwg/+Q36yRYADrzaZ+I2aHxqD8b3kdVHW/DVgpjjO6yryK0zf8ClP7PbFhPqgqxi4duyUKS1GoUv0I61fHR6QzpDGTDWJUdmdq7My1gqWWLpD3ET0ppc6ZwZCTJzyEPIahbJsAw1L3z7mQkDqqvQ3RLGNWRjcKjdPCv35MnGYyGRvh1i52/uxn1OFSeF+9/4R1zzvFey5t1jHH3xJI3oEM6iZO1NsOuFr+D5o/spkjPbEWzdusj8hQVb/1fMYFXAzIstrW+26FlYaVBwpNMgSl1uPLSDCbfDa2t3sMGxG6O/6kzwzf5afmX887R0mz0fOhevUSCyOg/8xhp2nnuI+TvW4XUkcz92Me3thuoxw3xU5mA6TtFuI8MQkabkMye5Wr3+UU4wwZImmrLrsMwNaXWILvCg8GynFiTRqES7w81hBpXD1vZZ5Fj3pgwwdmPm9TQqhcIXxKMOXqfAX8ooAkVWUUO0AbjdHOVI3G6KyDXgU5QU2hV4PU3h2fnbbxvCox1k8fRFQ59svORqK2T52ZseX8jyWxHXXvBuFq8YpbcWVt14kk9+8Z/56OJm/uRTV9NfY9j8jwnOYp9sFK447x7+5423olad2TFE4BN8+T7SN2zj5Z94O+nLcybWLvDG9bfxvNKD/G35ShxZ8IX2Nr7R30AnC3jw8BTSKZDHAlbdnFP+3H2IqQnYuI4Tzx9h6eKcr75iNxND6s7PHn0e+w9O8j0//jWiwuNQuonuBsH6D98OE2MceNclrLo5o3T7IXatevPDqFL9KUHQCim8YcPANaAM0YSdI52BHad5YH9e+Pb/YMGO4cIXuH1DsKQpBgInNogcvE6O0JA07FbFiWwzTStbnIjHPNx+YVEImUamGl2yDbh0tERwpAWdHsXsHMLzyMsKmYO3pJ/mXX/ysWunRXI8tGHz7RJX/OjHaO0Q+ItQfHaEe9/2R6d++OM3A/DgO3tc+y+/yo4/mMXs2MLj8CL/APg68EYsxeEPgD8GXvvMXcHZC2Hsv2+H+HY5jzOJJywmCCF+EfhrY8wzo7TzNOJwVqZ83yT/Ki7glxoPsv2mn2XVDS4L3zfguV98E9N/6zH6hfsw66eJ1lYJHvTpnzvB/LUxOlP4e2YwUczsc5tM9iIYJBhPYbKMsbsz0qpCtPuYqVGrXi8E6ug8ZnsZr2sQJxcY+XqOcSTOSBNz4NjDzu++972Fnb+52yYCw326Gamhuj1Es04+1UBGVutBexKEIA8VCEuLWH7d61reoiis/ZjMNCLXqF4C3R6600OnKdLzrL1jOcRUQkSSIYwhbroYBVlZkpWtBU9eMogC+q0QFeSsrbeoezFHO2efw3u6kP0EkeTs2vbrXL/n4bzIay5+D/Ct45h98ff/lHecvJCvz11KEcD/M34P7IETRY8XfPEXT/1iUbD6Cxm/cvXlwxcePKPjfGB+B+8eux+ALX//c6w59wT/Hp3HwqenMcNEcWTxPuTqKfTR40ST8Gsv+hRdHfKHR16EiqCzM2fqqyl6tEr7edPwF4aZbZKNN+2HMKB33gTBAuRll9o+WLxAc/JyQTGekm7UuIcD/MXTc48LX1I6YRhM2Z8ndUkRuMRNSVqBrNLAX6xY6kLdon2MGE7KGjAgh/DGrCzIhkMrLxlkajtgMhOAxBvNKQUpWa4o+ylR5jLbrlIrxQQqRxtBlHm4TkG9GqGkRhuBU8opj/dg3Rl99E8rjIRg5vSK3Bf9knV7eTxx1mcqLvm53Sy+THP5eXs5v2bnor/qTPATNfjmc6xQ3W/Onsf7J+5+WscxwPq39vhJ84P43w9J08ELfLJGwNQtqUVveQ6DF26jcs8cwfEu2WiZfN04i+eUCKa6jNV6zO5bhVozzWBVmWzTpZSPRXz5c+fxwJ3nUHiCqjIsnKtYf+sYcWLhAjf/wEd5Uedt+FduJfjsXdb54yHxhZd+hBd+5m1gBPnQsCCtgdu3iIGsaoiVASQity44ZtmlV0Hh2IKBGOocOJEtBhQOROPgL9kNXV6DXFgxSiMgqw3HtLAf0HLnS2a2O1cEBuMYRC4I5gSD1YZNU/P86oZP8+77vudp3Y8ziWLjNC9/zvtOq9L+cu+H+XT6N8/auTw0dm18K+tOzHH8Fy5h8sYj8F5s8esfh7/wZnjOu3+e+v4E8aYyX0m203y595hdstPFgw80uehfNfoDi5C7/Nw6K8ukARNo/HJKWiii2EUfL+Fvy1YKCfvyHnviC4YWfFVis0DtS/tJzl/H/GUNwqkO9x1axc7dxzClkH0/OoaRhqSuePGU1XMZfP9zqezvwPF561rziLjlE2/lih/7mN18xTabLIJlhAzkVY1KJHlou7Vgx5/QtmmhMjvfatdOwiqFLITetKR2SFM+lrC4M0A7Crdf4HQz8lBS+MPGRa5xUo3sxYgkx801KvFI6y7RiM1LGnsiZFwgFtoEC23i8555ehlA4UqyqnpU0RtYEb97KG/92QyjlBVqTUEfsfPur43s49d+ZJ/9BauHyvO++f3c9a4LeeX+tcCHTv9mjxHJtOTwD17Ajl/fz4nv2cT7f+DvcUXODm+WrvZouAMORyP85wNb8cspWewg2g5rzpkn+L0a6vAse/50M+VSwvS7De0XREyNdFcKCTv+4hdwu7Dt2sPsXnUb75k7l8NJRu2KOWZ+9mKmP7dkx1NVoVef3sVouZCwHLqWo5UDwiCMtWtUyRDlNZxzRTEcw4UtnqkUvF5B7ku0Z4tfwWKB38rJKsoew2ALCJkg9yVpTREs5AhjEQoys/TftKZgXQP/hIMqlyhGykPdBnMK4fNsxGJrxdLykfHSF9sCw2mpI89wXPDW3aiqRSqv+fuD9sXT9Ee2uhX+9JV/zs+on8IZjeH1j/mWO40xPwhWidEYc7MQYvczce7fiW+/eDLIhCngViHEN4CPAzcaY74t6ibtOKDRlSx8eprn/Nsvsf1LbeTiPDJbReVgD9npMv/dO1GpofnFI5z80YtZvLjAORKy7bfvITt/I2rQZPLf9kPZ2hxxeAYhJcHN9+MXBWb9Gop796LO3crMS0aZ/usFwoWCwhWYiRHLLQ8D8ku24XQSK7I0LikCuOujpzYU97/3LfBeeNlVH0Tc3cXxPKJVAdoJUYmmu9YhrUI4b5PPrGKruY19Gf5SjBykcPCYVUQfa0KhrX1eo47UBikrmKKANMMstqxGQr1EVnUw0k702oWsajdzKha2WzEBOpcsxvb6v/mq9z87N08pzNzJ0/5Izi1h4phrx372USKOz1S8+JoP4X/tQW5Y+nPOuflH4K4qpc3QW2f4fCy40OszpSpcsPYYV9/3Ko4sNEl+08cp5Rzdc+ZuDvfMjtP5lxfzN/mL2fjHe9mWPcDCq3egMlh38zGIIqIL16G3rAEhmLtmGvfyJc4JjvGRa74XOYiovcSgUgd18AQLL99M5XiK20oIFkMrTjoxQlZRJE3Y94Me2/+sRRE0SOuQ5R7ZdEIeGjb+0R0gBNf+xU8jGjUAbjnwMV74GtuBv/cDdhxf8vO7kTm0t2t0I6f20iUuGj/Ear8FwDe7a+hlPqlW7P/PDXhtuwGT2ZArXtIYVyMjhZYGI6G0tku/ExAfqxDVcuojPaLMpeylaC2YX6owv1TB83M8N0cIQ6dVYrB3lKxieN4L7uU1Y7cPP9X38WyE285Qh0+c9mfjtw9ske9ZjOf8hIVLty6C6lSPjeV5/tvIHQBc9L//G7+/fZGvX/L3ALyheQv/c+lcfqV5kC2f+wmCu0PO1L3FX8hgVUG6YZzRu1PCu4+h4wTvRAdzcp6i22XvOyxXqrxlFWkdGg8aFl41oPFpQ3qkwtGGz9brBxQTNUr7ljDHTjD3+vMZ/6ZGK0FWsUnj2uu+wZ73X0zgdvinfpUP73kt8UTBzPNcNt85AoHPC7/7I8hEU4R2B//F//MRttx2KodJmuD2LS83bRq2nH+Usef0WV9a5DX1b6AwXN+9gKNxkzvnp2n1Q+SdFYrQbtQK3y53KhIMJu1rednYAq2w/N68YYu/MpLDAhmo2F5DPpIjKxmm5yIiiRMJjK9ZV1lig7PEN17xgad0359KqO5j29KpNdPs2vRrXL//o8/Kuexa9WZMkgLQe/F20soapr7ap3Xlal7x0tdRNEvIr99L9PKLOPzagonXznOoU2Lq75pUvrCHqX/PzuyASjB7mUsyM8aq8TbzWZW3zFzKF2c2c+m5Bxj1+nz63nMIH/TwuvAHd1/FTz//zwmFz2angisKXr//pdx9wzbW//MCZo1Nn9IauF+sUZszdC5bTTQmySYzNn+ioHj3Ap8+uoPFI89lvCKsBs29HThnEwjBS1/0QZCC/rTPV/+/U8/hl/7p1wDY8uHd+Eu2g5tt7xOPOhSRA9puAtACkQucnsQZLFMaIKsIVAJSg4whLwl6a3y8rgEBSd0hKAzB3FCA0ZVoV6E9iXYrGEeQVRzyUBAs5NT3ReQlB/eBo6ANnRdtBeDL//D0bSGfTMjcUL/l6Ol/tmoS2t1nFXWza80vg5Rcf/h/MPecBiP3peQlxd4PXMqmm86HvkNtdYf3nvNvXFNa5FODMU4cHqG+3cGfP3NbVv9QytjdObOv2IR45QL703Gm3Ra/eeS7OdxuMHeiQf2brs2BOxEnXzzF0gtjjt82Te1CKJ5TYevP30N62Rbu/1VYN7FA3Yv5X90xDiTjFJsjCmwBb8vnfoKpf/apJ3OMvH4WESxRLLVZf7RCfPkW8oqH0IbnvuE6OuttVeDej7yFS35hN6XZYmXsbvh/P2QLCYUgbWiymkA3M5wgY/PkPEtRidmDIzgdZenAD4LQhqxk7dgtHQLSqkKlesX1qwgEhe9YcUZfYCQkm2zDTCUWvaAVaEfgJAbjKsT8AOUoqp/cZxtuz2KYKEbo02+Z3Nv2YLJn11nnmsveC8Dqk0uY/oCi3eHYL1tHx1dc/TqSVTV+8Pc+xc/UZwD4Ygy3Rxto3q2Y/JuD7Hvst34YVEwIsfaxfvE78X9fPGExwRjzbiHEbwIvB34S+P2hWOJfGGMeZ1w9C5FLysdg/LYuacOH+w9gAp9gYRR9291QKjH2xQIzt8Ded5yPd04bFXmokyGH33wu6//JctHdtG7FC6MUUa2gW22E52EGAzh4BBkGiJl5Vn3iJAuv2Un5eEZ4pA9C4GzeYGHoDx6n2DCFUdausR8KNv7+dZRyidOGi35xN3f8/lsepgD/kpf+Dk4/BQ3tjVWic2NSt6D6+TK9DQWUCta+/ijpW8cQWWHFRpMEve8QMvAxaWqtfYrCUhxcB9lsgJSYko/2FIMxtVKFFdomG64rkBnIBEwqQUtapWfXd/yGO97Htc2fxmRnmBA+QxGNuwQTY+za/g7SN48TZNZaSzcz3vSNN/DGHV/BFQWO0NS8hCxxEAKUU5AfL53x8VQKm/5mHrGwhBlvkk5Vaf5/X0Pu3IKphogsw4kK1NIAjGHpCpeN5T4fefn3QJqQbZwgHhW2raYUjT19qyzfHhDOLIAUCGNobbGL7fp/1Zg7H2DiLkl+1QUUrmThXN/SDi7chnN0HtOssnBxk+qhhF1Tb6LsOBTPXcfzX/tRvvyPv8Y3/tgWFTb8yUfxKzYJ/a7aHr6/3LUXNbKP7937cj657foVNeDzfv8X6G/MELlNOsRyEmxsCzfLFGElIW67MFD0/AAhDHHiUg4THK+w3tS5Tx5JtG/hk8G87XLsbY/xJc8e7HVP4/6fSXzm8+/k2vobubb+Rm5of/xRPy/ueuBZOhMbbk9T+9J+5i7bTJYrHuhO8qPd19B9zxoa2wRtM8KxC7usVlVe9aU3ozPF7/s5zv6Q2qGnUBc2BvoRztcfwAF0oa0+xok5xPgoxYWbcNb0SRcDmnsgvOlOTvzDBrb+1Dw06ixeMI7oOoivfZP+ay6hdmefwVU76WyE0bsBAZXjBeFMDOdtYcMnE9qba3zgsz9CsGSYxHZiizVjFL5iMK5wBxbBVbp/jqvl69goJKpWhbfDnnefKupu/L3rGAv6XDt6Ny8ID6x0ni/37+Oji5v504sstJPnw7ZP/AJGWYtdIy2qQBgraGdcY6G8AoQUOJUMz8+Iej5aGIwRFLmEWEIuMPM+/pIcFicgGInIteL+dIJHk+Oewej0iC5Yy4t2ffhRLjr59LNLuSjmrRBs/3suJxqVIKC7qWQ5/Xv2IZVCTowjDDRv8SmycWoSwpN9RKMOvf6ZHdBAMA+EGUIY7ulOc7RXp9UuEVc6HMkbhHs9Ru7X6J+Z460bv0AofD4wv4OP3/pdlEcGFN+os/ETh9FjdeKJEtGEw2CVoXRCEDcFKrMCcjvffYS9v7gJPTeCPBCy+hua0kxkaYm1ChybIzl3HVlVIQur03H+r+6mGhuysuDyn/wYt/7lW9n79lNj9/x/fQ+7Nt1L0xlwIq1xX2sSR2r23r2GYn3EOWuPsyps87U/u2QFJaZie915IJC5tY1efuL1UAiy8CQqLsgriqRmn6XCE2RlK7rodSVO1+AvxJjJUYzvEjeePVoZwOc+/etcW3/jY/7cJM+y9ojnYSoB117wbgbfO0p345DTtCZipDZg14X38tzKXhpywNtmXsB/7N9O/S6HyoyG/ClA7LVm/lyH/qacaSfnwGCcTxy5gvRAFZEJSl0YuzNGzreJdq5i4YoMNe+z5nMZ4V1HIUlp7drJ0laJV+ox264Sl1xOZnXu6UyzY/oEFTfldftfxva3ncAMIvId60m3jdKftNow47e18VoJFIZ0NMAowei9OYs7HK5+/geYnO2Qrm7w0hd9kM98/p3WSQbY9D8+RlHLEdLgVxIE8NJxu0b+q3M+xgiuWXUf24MZfv9tr1/R91im1TixRhSGwrOvGWlz2bQqSKs2l0qaFv0lE0HphKVMlOYL/LkI2U8w3R4kiW3CPctxQ+cvuSZ4A9cEbzite5a5cOuzej7i4HF6V20jO6dG89/vA6OZ/J83E33vFcw9d4ylc8xKIeFDi1u4ceYcFgclSm2DiR67GA18QQhxoTHmm8AocCPwU8/8FZ3F+LZok/Ptcx5nEE9KM8EYY4QQJ4ATWLeFJvCPQoibjDHfMl8/lcDYHX3UiSXCBRejFKLZIA8UvuNaZ4RyQLRtBzKHweEqOy48zOB/rca74Tb0xTvJQ4WX5Ay2jBCcHMDho4hSCd3tIkslGFqJmVVjzD5vlKQOI7d2MPsOkl95HoOddSpjVeRcB7XQw5kK6a6W9M7JkEGOmQnRDvTXGXa8ZzfuMP+566NvwfnCHRhtcKanWP1/luD/wIMfHuX2P3wLG/7wVHdIdiJ0xYc0Rfg+av0aTMlHtnsUx09i8gzhuFaIJs+hUh7SIjThQmE1FgpIqxJRiBVYWVoDkQqEFgyWnt1iAoDuD1DrVj/q9euP/i7XlH/Miv1stcPr+gc//Iydx3lv38303h7ti8ap3zGHruUwa5ODcK/HtmuO8Jm57RxZahD1fVw/R8z5eF2Bil2CwZkfU3USsvPLiNESJ59TQuYwff8kBhDH59DdLq7WHH/tJto7C8Jqn+gvppGrU1vN3jCO3zKUTuaY/gBx54O4G9bCIKI4OYvcsZnB+iqNvYbKkRiRawavuYzqF/ai7jpMsdhi7d61pNN1uptKNI8Y5i9vMpgS+G0XdxBR9AdUH6zDgaNce+67KBohN3353XhjEYGXMXOiwTvb38uvdexndeCVj3Y7yJfrLJ6GSCJSabu3hbU6TSMXN8gxnsZZciiyAKMMRSGI3ZJNlE5IZApezyYTSdMWwwofSm7KJZUzATufnRATY6d9/aYvvYtd29/B1fJ1CMd9xmHj3/X9H6V28wEQAqMM8ckSTED6/QVe9ADxlRdQVAvefuTVHOk1qH41tAJtwmPqK32cfcee8BiPDOO7VkMm8BEjTfSxGZZevJGl7VbAMB435G3F6Ncdws/ewdLrL0Z/TqA7B0kv3IARUH9Aopp1anecRJ+YpfeSKfwlmxjKXBPMJahezGBjHadXMH79AVov3EDlcISzb+gzX68hPUUldOhPORghCReWrItIs4FeM8G1F/13RMc+oNfv/yjGMdx891bunZrkj72MJHdWUBuPus4hLUGmBiME2rOFLCPAVApQGtFx7XiNHOJcIKTBaFu8NYVApVYN3+0KyjNDu0kF0402q4I2U077Kd33pxqm28MZnL4TJvKCvOyxa+pNAFx/4g+f0XOZf+MV9Ib0JK81/L8LtT1dut9rqWPl4zH+yYipB/rkY1WiVQFp3SOemLT86787/XufLowQRJNQDRJCJ2OQu8x9bYryItw3uwHtGKo9WNom2Rz2+Xp3Iz9aneffrnsRW/bHHHlZnbF7CtAGkeZoT9CfFDgDu56Gi4bmzceh28PkOVv+1xzxmjqLO6w+jDPbwSy1IMsRnmfdTrKC7oaQ9lY7p3XX2oJTVoGL37QbOay13/ZnbyHLFV+a2cREucclzSN81/h+vrqwgQO/+Kts+tsPrlynXmb+CE5BygXkjkUnqsRAxCkFfCXISw4iN3jdAoRAJWYIWzeI3FgxRiUwJSvmPDhDzv9ZCdehOI1z1vV7P8K1tZ/EbFvPC1/zEb7wr8+sls25v7Eb59WrUQlM3LyAf/mitcgEPD/jV7Z+lpeUDlAXLn/a3smnbrmIYFbhdQ3hbGJtC880Qp/BjgQROZyYrXP88Cgj33BY880+6YiPigu8PTP0L13L0hYHv9Zj9D8UXitBT41gpGRpu52L8mNlwg0djIFbWxt4cGmM5JYRCg+qh8G80s5TKoXyySFSrAwLF9UY//wM9AfI6lpUbOisc8hqIJMcHIU306F16TjPe/115KHga3/1VnSpsGt7WUPN6u381Z4r+IlttzzqMo20YoteW+P27cZfZgZRGIKljGjMtYVa1zoKqWENyRmAyG1u68RWo8lr5agTS5Ck4DgwPYE4eMy6TX2bxA2dv+Ta89/FrtW/BEJw/dHffUaP97zXX0fddanefIADP7uF9i+dw9r338ziTz0PoQ0Lz8vYudnmBJfc9nr6d42QjuWovmL1Fw6jz90C3zj9extj3vSQb3caY86w2vud+K8cT0Yz4ZeBHwfmgT8H3maMyYQQEksS/5YVE0QBReDgOA44iu7V57BwvmL6CwnynC1kjYDu+gCVGaa+klH65hHuf8cGti4OEJ5HMl6iCCSd88fIQ0npnjaFNpb2WhQIz7NcpzSlt7lBPGqFkER/AGGI04pxqw7JmI/QFdpbK0TjgsEqg2w5qNglntSITKBHUmj7+C2DEw0rr8+/AHehDycWVjhVe3/Aei0ffNOvrVznLqzokM5yhnkBxlWYZg3luhDFkGXgeeB7GN8bbi4k2rGq1RiNzA1+y1A9UlD4gt60A0IhcvBbEpUZLv/Sx7j142cGe36qoeo1dP0JuvpxAr7Hri1vW/HvfUbOpROz8Hq44O3HeOCLE9z7gbdwyc/vZu2P7GNV2Ob62y/AXVJIBbnwMY6h+YDVtohHznxxMr5Ld31AHggqxzWNr85gRmrE01XaLxjFSCt0FSwa5F2K5j/4+PcfpFg3gdm6js7GALdnBTnFxBg4ChElmEGEWr2KeFWN8GiP0oOH6b78XGZeIBn/Opg0BddBuA7GdxBmCBLIc+r7EmTmU7l7FqYmUCdmKe7egzM+igGck212bXkbyW+Mk/kOQSUlzyXerM1e5dQe/mXqkVdq4eZGD3PbociNisHRkPcdhkYlFGWN6ttCg7cE2rfPuNMHd2AIFjVFIJC5RBibQBxbarB3bJJPHT2HH38WC/ym/MRipcnLLuKai9/zjGt/LL5sM/JHZwlutuMw+c0U0+vT/e5LiCY1RsBX7t+MXHKpFTC6JyO8/wS6USXfugZmz+x4otAUgw6qXIL+gJmfu5jOxQly3kNogXEN5f0uI/dH9K85H62gsb9AbFrHYNKltlcwcWuXfG4esbgEF59DsKSpH8jprLOFqTwIqB4oWNriIHOHiWiS+n1tRJLZuS1OEJ0ujDUQ2lD41otclEuI0Sbd8ycIT8Q4rT5mYRGzZS3XXPoewlc0iFYX9PoBoZvT6QXIqT0AvP1RY9fSR0Qu8Du2+6UBXIPR2MzX11AIjAGTKESswNVWkDGy4mPhCYHXBa+jyQMJDrTjkAe6kzRGEu49sppz1p55UecpxYbVNvF/nNBrJognS1x7/ru44a4zMlg6o+hsgnw6QZ30qNhGGMF8xsKFNbobBLUDBtWNEYvWPrOzedJafC4WDOpWGPBMwihBMA+zMw3a9RDvqxU2//ssvR2j9DZY1IlRVsRw7o83cLS+iStevZ7Rry0g5hdZy1rcvTPo6TFkPyGtKpwYnBhKs5rang7F0eMIKZBrpilqAf7JHpNdb4jmGUCawfppjJQkox7tDQ6DKavN4S/aMRZPaFvI0orSSUNWGoraaYHnFMz2KxwNGwDc9CI7v+7/oVOIx4v+ajjnDi1NpTErSvraAVwxFMCTuMY6Tcl0KO7sWpcdmQ+FGyNNuHceCo2pldChi9CGaLpA1lM2/e0HH3bsZzJMFNsGz+NE+cFFLv1Ze/23/ekzp1vTPi/n3O1HeMc7PsVb7/sBuiWN9g3vPu9GLvKPcFN/M6NOj386cjHVfQqVwMidbcT+YySXn/lCZaSgdrtPEYDTV0x9/A7MeZvhG/cTXLANOd9Gt9qUH6xQvn0An4jR3S7t77+EPBQkDUG+s4/cW8bpCfrtkH5cpviXccK2ppIWqEjjLyXs/74ycmMfHqgQLkL1eI52rLOHKQfge8xf6JNWIatbuuLxq+pox1Ia5VAEdDApOOeduylf0afvhZBJkp4/nETh7edcz9sfAcv6PWwTTRYGby6iCB3ykoP2LXrGbxUkTTUsOttnGjFE3SY2JyifLHB6Od7xNqbdxWQZstkgrwQ4qybRFZ+s8ew2z4T/xNQK3Wpz7UX/nRvueGbpmoOL1zP7MxFmKJ2UvOo5aA+66wVOOWW+X+YnD78A/ZkRqgPI5hwmvx6Rbpp4TLoGgBDiPY/4HgBjzLdG/OxMw/Dtgwj4djmPM4gng0wYA77PGPOw9p8xRgshXvXMnNaTC5kb3EULuzGuorda0dijQYJxJN6+k4w+kNN+wSZUojG9PsGcREYZYu002hNkZUkeCEbu7YO0Tgh6y1qK6mZ0oe1mX1Q4eZkimczxTzrE26ZwO01aOypEIwLtg7emytIFBbXVHUIj6B6vossG1VXITGBarhXuCgRjX1ng2vPfxcOkw7QGeXro4PUPWCXjq9XrbUGh04V6CV1yEWlOMVnHOdHC+B7Gc8Cx/EeE5YxZo2iDnxSoKMddikjHyvgdmwzZBcAQj0j81rMHAzPT4+jAPe3PlsWUdq39Fbt5mF/k+a+7jtlLJQ++4+wmCXd/+C285PbfwVExN9x2AcGSXQT7z8m4LOjy2QPbaNzp4PYN8ahVf/dbAq+bEzcUpbnijI9plCAaFUgNlXti8F3mL2sy9/wckRRs+keb8C+c59PYn1ux0F4f2YlJp6s4sUF7gtSVBPUSQmvE/CmLJ+c/vo5cv5bjP3EB8TgYqckqEjHSgLxABAEGcI8sUk/r6G4P964DjB6skE+P2CR+bBRn9RR0enD8JHmnizM+yo5fPMGeP7NZwJY3WbvBfb+687TXueed9l6t/4sPg2soPIOMJV7LJu7+nBo6l9jfl7lV0Q+WjBUZM7aQILRBZfZ/UZVkFVvYSwYu/zGznYUTdTb85Yc5+JPPTm1TROlj/mz5eX3Rrg+TNwOurf0k7VeeB1gLuLMZX/qnX+Ocd+0memCcjV9OcNopYqTJ4qt20N5sbeD8k85KsjVyX4J//zHMeBOUIC+fuaGPiWKcNVPosQazz20w8spjRF9bTe0Awy68ZNX/vAVZrbL0s+dQP6DBGKIN1iN84rYItdDDVCqIUkhnfZn2BklW9UhXZ5ALgqMO0WgV7UC4YEibHsGdD0LgUyy1cUaaEPjoSoBWVv3b6+QgBLpRxuvmOEfnKU7MImsVjKuYvayKvwTREAwVfqzBWoAfOP117nurLapu+t3r0AOJzOyYlZHAXZWQzg4TUmXAgMgkMheQ2jnf7dkk11+yGzMjrT2k9qHVKqGN4OOL38XJuArHf5r/dcWjkT1nO+LpKk50+vlq2VnnmsveS+neE5hWx+oaDOwaezpKz9OJ7Vce4J571rHhkwkqzkkbPkde7qInEka+EDByext974OoVVMsvWAt4XyOPx9hhKB+X4Rodc/oeDLNGb0nJhoPEIddVn+uzfxzx1k8H3RYMPp1h4kvz9PdMUL5n2+Fy87leHkcTt5HvtTGuT1Gb12H7EQUzRIIO18lDWAO5EIH7bkIKUnXjpCMuDj9Avemb+BMjEG1QrZtmtbWwOoilaG/TiMMeB1J0rTd1tJxSTJiKTRZWaAVbH/fbgQVuNLa3X35pgt4/tV3nvY6l8VfL3jLbouIiGw/QRgDQhCPQtDCCj6XFSo1K+r6QhvcwbL1tMHp57agHycIKVCLHWSzSm1PSHeTj6k+u3xv8tMf74bOXwJWOd/ta9Ka5Dk/8TFUavjK35zdOfee334LnzpwHr986w/yowd/htodHnqzZmL9InN5lffNvZp9S6NkuaJ/skxzAOG8hnv3g+cS7H8KTnm9iHDBQv3H/30vR950EaP3ZIQ7NyPaA5LNk7jjDczeI4hVExD4JJduZHGnxO1C2gAOlHE7VoC7+VWPcF5T3ddCZAXRmhpJU7G4s0JeLqDrE2S2GOXPRSSjAWldMX95k6ws6FyUElQSHCBeCuheOOwSDBz8kwrjWHcRoyA7VIWavW/hg7ZYHG0+/fq5rLfw4musQKXTSRC5Ia+6FiGjDF7XFmVVWiD0Mn0S3L7GiQr8wy3o9SnmrAsbgKxkOEt9dMlHdiKi7TWu/OHrzvrYeKwQqx9VqV6J5YLtNZUfJx0vceUPX0fjC3a7dbaRCjf/71/lRdd+iOLeGuUZ6x7Tm3ZYvDTDraRkPY+5gcsXHxhjdJiDTX7mBHR7MNIgv/9xRcYfOiGXgdfwmDiG78T/bfFkNBMe07vPGHPf2T2dMwvZjRD7DqOLApOmTC+0LS0hSaAUYhoVjOOQVQT1Lx6BZp3m/Zr+hipeO6S8Z5Hw4FH0pTsoAgcxVkM0y+jQobvOs5XP9QFeT1M+Dv6CQ1aFmed7gGc5XKGBiZjML6i6OVmuSGIXggJTDD2bI/BaEuNY6BjHT1rukVLoOMFZOw1RzPUn/+hxr/em4n9ztTolpapdiXKkLSSEHjr0Ma7EOBKMsT7SwqryaxdUbFsvrhD4hxfx749sASNOMHlObcNq2ufUeO4bruOrf/0sCSvFGddc+h5uvO30xcvrj/xPdp3zTpiepHbnHCcvm2TLh3az99fPbkEhGnPpLUicekrkGCqjA0Q75PM3XsTm391jCxoTIyAE2WgJFeWo/ccJltq27X6GkY5AtMp6g5+8vIRKS5ROFqz7N0l4IkK1BtDtM/nFeeTOzejFJYTjYEoe2pE0vrmALvsUoUN/fZnCF/RfWKexP8fr5HhCUBw7weTXGqTNwHoyf/Fu9BBxI5oNK4IZ+ohckz9nh+1MKYFKNYgQaiGql2AmRpDtPjM/c65Vpg9BqIhLVx/h57/+OX7qb97Mg7/x+Pfj0E+9nQ1/ZpElRhl662DdpzNmrvQozQiKIeXUiYaCjb6F2BopbBEhF+Ba//PyyZz+Kjt1VW4PaJUDxLimsr5zxvfhqYY+dARRKT+hSKg730eMNgkWcoKDi6d1L3m6MVhd4C0p0qqD003pXDBOVhI0H7C2n14nI7j7KNH5ayh8yclXbaL94sha60kDnz6z4wkh0FMj5BWP5gMxc59cTTispI99o4W58wHUmmlwXUbuzyndcAfpVRfgthNK93UwlYBoyxiD59kEy+1rRh7I6a51QLioGMa/meN2MtzFASIrIC/QWzcgkmxFCb+ohlAYwiNtSvdFmHqFfM0YapDi3fIABpC1CqyZwkjJqhtnMCfnmNy8jrwR4DyOGOFjhYoF1UOwMOliXIOMpHUwyQUyk0Plcqumn5UtdD2t2Tk4XNCEcxCPgTwa0pkL+Mf5SyCVuI0Erjjj03lK0dkQ0LznsZ+VG7/+XnZtfCtiahx95Djs3ITYd3rxu6cT/7btBi7uvJ7e2iYYn7lLQIeadX/vUP7GAfTCErJapZgeYTAhyUNBf6pK9XCKd+sB8l7vjI6XVV1mLw7Y9PHD0I8waUrj9j5jm9ZjyoHVOjl3K8FcwuF3XkFjn2Ht3x6ge9U2yof75CWX/rRP0rCuSGioHS4I52zXP904gScV9Pu4sz2cloMwhuK55zOoe3TXuhSBvf9FYEAL/AVLa0hrp+zA/BaUTgCYUwiBWON//i7k2Aj4HmO9B/nLd/7l417vnbvfwsVvGqIUHCgcQXmmIK0quqvlKceRYQF3+XvLSVcEixqRG9RIDbHUhTynmB5B+w6lk3bDno4UbPqbD7L/h58ddIJOU66Wr+Mm/Q+n/fn19/02V/zoxyh8S6Pzelag9mt/dXbRlteGKWGQUdxRJpw39NYJOreM8xdfvpZwHsK2ZvREivrS7aiN6yxNZOt6dMlj/sIqj6di91gRLBXMn+tw6Ke2ktbhyMscvNYIKoHR+3KcgaR79U5a2yTl44bF8wAMzsBScVRi73HtAIz+1a3kL7iAaHUFfyGhdO8MYadHrdtl+sIdJGMhRmWkdUV3U5m0LOlsgqymUaMxpJK47yEdjVtN0blE9138kwq3ZymI9f2GyuEYd65Pcd8eSz/buG7lPj1efO7GX+eay4c5oQBvMQZjkJkLxuD4drB6rWGOEOd2nQBQEorCFr9W28pxcfQ4oteH7RtACKr7+2j/zAvpTzW6O0ao3j33hL/nH1rCv7MDjkO+cYqrv+u3uOlL7zqr5/JXf/4/+PDsS7nxs5fQEQKZwsQXHUqz4N1wG870FPn6CbKqi/YEuA54HvkD+yxF5DHqh8aYjz30eyHEh4B/O6sn/534to1n72l6JkJYO0WT5fbrNANVoHt9pBCIOCHbucZ2cafGyBuBhfq5EndxgDk5j1yzCpMWeEsDK/rUaMBgQNA8n+4ah2gCVkRKhfV6DuZtV9QIKyhXHA/IXcjHY3SqIJWIROL2JaUZ8LoGv23hxn47p2i3UY0G+XkbbCdtkGG++eRE2x7qS/3SF30QEWd24lzsoHzfPvhFAZ6LLnkUbgnhGIQQKxAl7TkIp4R0LHoB10UMBohWFyeq4gwKXnTth/j8Db9+Vm/XI+OGb76fXVueBL9xYQnT6yMqZfzFSYyCc965m3s/eHYKCs+54Z3MvriJiBSFo1Fdh35WYeqLktreLow0YKmN2XcY4Xk4+zJktYKZHEWFAaYzTGrPxDy1ELgdixwpz2pUVOAtJog7H0A26tbyrlZBLCwh5luIagVKJYzWhAeX0CWPrOYTj7m0NwwTQ2kRD6qXoecWEOduJSt7eK2EvOJS9Ac401O2u6MLdOBQjISIXCPjwkIKq4q8pE5ZNxmfrCRx+1Wy6lDkaFOfH9p6O5uDWX7uz978pCeRgz9z6l5f8aMfwz/WAcasV3p+yjNdFMPkd6jUnGcCL7O2qFbVWeG3NRhJXrI0CM+VdN0qmz/2sZWO8jMZRhsrdvo4EdzyIGYwQDTq+Ce6FKMV8srpkThPNZ5zwztx2+OEc+Avpqjji1Sygsr1B+jtuoC4qajd3SK6YC3RuEMWCrobQc/5yEJYEcEzDFMOEHuPoPoDZOAzkW8hmgxssnd8HlOpwCDCFD0qt8WwaT1ON7O2uoMIM1JBRTnVwwWqnyEfPIxwHLzz15M0g6FIocTPDUUtxEhblJEn5jFJiggDSDPUUttSu4oC0+0hBhFOtWLnVK2RlTIE/kp3Cteh6PWQEo69MGDy60+OnrT/l08VVrd8eDeVmZz5TCIcjfGELcgYgRk6lBAWKzBFkUic2D5MVrPG4HYtZDgvCXJctKtJux7rP/5hDr3xmUXWfP6GX+fKH77OugM9TqQbrf2bt9SG+TZGirPurvO8X/05JvcP0F6MdiRzl3mMfV1SvvMIJo4xeUbvJRfS3qSGa6flTrudxHb6mmX4yj8+8YGWQ0A4b0AbdK+P8Fycdasx84sQTJJecynddS6FB6VZqB4YkG2axBlo0pGApG4V5Mszud3cz1txt6JRoreuRHuzj1o7jd8ucHoFxhHkoUQlhqyqhk5KQ+pBJih8Sy0wcqhrMKRZOJFBFpY77kTWcUGkBZy3hcFUCZEb/M+f3k3mkXH7H55aIy/6pd0E8ymddSFIyCtWhNnaSQ4pEJIVGHoRCNK6gyhCGClhHMFgws5f2hV4HYi7Hpw5MO8pxY39TzysmfJYEY0JisDmatGkLVSfzQbEO+58LZ89/loaH68g04zBpEN1v6B8UpPUJfEIiEISOJL8motJ6opwLsP/6gOwc8MpTYsziVJIa5NDXrb2tmJVBFqQOD5OT9KbdohGy6QVe71xQ1A9wIrgq9BWONaJYOz2DnJ6ErEY4e/vkh8+hjlvG3piKMA6NGvLynZ+TMuSvDwsNnmaIlV2rKYSHSsKaVA9h/JxgTukJC4jXYpA4c0uIEsl5NQE5sQTb6iX48ZbT6Hmd+38DSg0OnARmcaUnFONDwNGSYySoC0KV1bKiCgmP3QEoZT953mIpb6leSYFEnj5c9+3gsh6JkMYLBX5ccIkCcXBIwjPhR0bwZjHpRU8legcX8dnB5u55eR63K4gO2eAOViieX8fNdchB0yvz/wFJdy+oXwigyxHLyyizt+O9hy49ckdyxiTCiHmhBDKGPMszRJPI8ypgu63Op5F49KzFv+1iwlSYPLcuhiUSuAoazUlBCZJKdpt4u/aZOkFzYC07lKaiXH2HcfECellW8hLCm8pRS1lIKR9oC/bQVJXCAPBIivw1Kxqu6pp01bzhAEK8NrWhkmfDB/uUd4HJ7Hdweq9C5iT85jBAHPZ+Rit6a8OEAVUD2So0/hOP1F85vPv5LKf/hh+21D99D2QJOhOz06kjTrSGPwlRV5y0a7AiQpkWpyq4OYFJnChVkIEHmQ54cmYdORZtM55nMny2uZPo3s9ZLW6UvRo7j37c9LmxjzRp8dBQDzuUz4GI/fnuF+6B53E5IAaaSLXTEOvj9C+5c1GmRXjWvYQPoNigkqgctRQOZbiH1iwG6LFFmzeQFH2YWiDJKRAt9rIWhVTCewmoB8hhpQYlWjcgUQ7trtUPtxHHpxBG4OcXcRLa4g0Qx1N0GFgn5FmFaQkL3vkZUVWkdanOTfDsW7fz0kMuS/obBSAIm1o1MCKONWdiH84cSmj9zw1mGtpNkOXffwWlvM4vK3aw07q2ia3QttCg8wtlFwrgddKcTsCr+UwmHIoXIETgdtVFD7s/M3d3Pf+Z44vuxKPkRzsWvsrAPZZ1waT5xT3PIiqlPHWnF3lstnZOi42UfQOzYOSiEMziNERarcdJ1g/Bt0+4T5NuF/Qvmic/KQkL0ncHkPBjDOPYucGnCNzECe4B+dQgwZykJLPzqMqZUycWHTUxtXIfoJzdB6SFDE5hnYVMtWoXoxYaJO326id25BxwejdBVlF4nVyRF4gco1Ic4yw7iTIoQaMFBSLrYeLaYkhHLtSRjYbmFoFU/LIKx5pwyUAZBgisgK/DcGJM9eH2vv2t/DST32Q4HhIMpWDMNbpoVzY4kLHg9Q+m8bXoAx5aDc2CPA6ViTMb9nnNe8Kq6I/ZSlxz1qkpx+711z6HtLREtG0T/O2OfItq3FOthEjZ9/pofmZfeRzCzg7tiCyHKc3RfPePnqsjoxi1EiT/pTtdIoCq0TfBa/r4y90Ub34jI4nc6geii3Ky3UQ1QrFVJNi/RidjQHaGarDZxDOFRQlhyJQZCVJWhHkoRUydgYalWhkJyJbVUc7EifSiEKgPYF2LH2gP+WgHVtAMBK7IZN27vfmGAocQlGyeQXF8ibY0nb8VoHby60ujgQR5dZG1ZErFr5nEnf83lvYtfqXKK3bSDQqcDu2iFD49rzkUJjZWDkFtII8FOhJH5mZUxbTjuWpyxT8WUXa1Gz8/es48IvPPJrReZw86drz38VgYwO1xiGt2WtL1yco9+xSN//uliuo3efgOgVeJ6e13WXVzTnl24+iJ5v0NlbprZbMn+fBi1rw+QYydfABkRSU5s78fLKqJB5eug401TCl3/cxgabIBfGIGIpu299x+3bN1K4gD4brq7QFgbzq4e7rwdwCJgxw1q0mnqrgthPUfJfBzomVe1/4grhpx6hKQJ1wrHbCcOdg7Unts+VEthDmtzRqOF6MK9GDATqKkEmKWLZgP8PIH9iLs2Y1edlBKYEa5JiyS9JwcQYFQluEAsag2jYnEeOjOLWqpRAXBYQBplayRe9+jHZKiKx4VnQKAKIdp6c67NryNhACceEOZD9BBx5ykNrCSX52892S9Pitf/8+SscFXgFxx2PsQYO4Yw8m8K1LXJxYYft79ts1PMuRlTInr2ySVnnMYoIQ4h3A/zbGHBBC/BBwJfDB/xKFhO/E047/2sWEvMCQIzwXYzQkBSaKwWibUF5yLsF8arl/SwO8wwnFoSPoC7YTT5XprnVBgF+SOKM+3uoGuSsZTLjI4aIqCuwmxrMdBZVb6Krbh2DRrGx2vE6BSjROzyZpqhXByTm7uS+XrMPCptVEq8toZROTeEQSLGq4aw9PdbmLRwTtzYLyv8SosGFFDXt9i1aoVSkmq8hc43Yy5PF5axvZtHZoOAod+uhA4SwVFqo7yHB8hVGCK3/oOvJAUJq3c0HpjqOY/sBOzJwlDu1pLJ1efuX7bXVZSdTUJKbXt1XppRbVOwNM6JGOVx7zLV/u/TDAk1bSP/qhbYwNUpa2eXhtmPiTWxEXbqf76osoH49RSwNEf2ALLzM92+F3XXvuwy7XmYbMoHo0xb/7CPnsPNLz4NzNFGXPFnziHCQIxz6i+clZOGmV8qQfIKMYpxagXUG4oMlCQdDSyF5sUSkLESbLkd0exnEo2h2c9WsxZZ9obY08lCR1K9BZBFC47koXI6kLsgq4fWHhop5Ndk09IwsV12zYy4sr9/HHd7yAyZLEGTy10au6EeWZMllZUAS2Q+cMjEUPKYHwwO0ZKkdPjRGhDU4rQgwSPNchOOlhlCJr+mQVRXuDLSjs+H92w1Ckcc0n58FVZM2QtO7wxX9++mrfn07/5rSoml3b30G2cYKs4uK1x63Gw8wiotMDKUnW1HjxNR/iczc+GvXzhlt+hvs+brUovvEnT1wM2bX9HewEjr1y0lrACYk+PkP/lRfj9gqCI23kF26H6VUwiCDLCGfrGOWRVCVOckoM9ozCWP656VvbUpEkyGNzmCS1hYQ8R/g+olJGLPXI9x9E1euIsRHrBKGGsBdjwHVw1q8lr4cIYygdH1hNm6UuBD75eBUhJXIovEiageNgisIWTUebFmkT+OiSN7QQcxBa09tQIRq1G3S7kQuoHmlCq8f47SWKio/qPTVLudIMJFOwbHGKEejEGdLahLUwzQQytTB2o4bFscJ+3kLaAlhpTluBPeOgPYt8KEKN8QxyIKkeEiSNUxD0B37z6RfJvvI3v8q15z4aOrtrzS9jTs7iVyp4G1ZjPIfCVzjGkE03cE902LX9HSuaIA+Na89/F9l4hc989jee1Dlc+UPXUev2kIFPcd8enDWr2fy7ezBRjCkK0st3EE365CVbdHEHVq8mrUFnvUfFmcDtPD664pEhE20LbmMj6LE6WdWnu87H71jdAjeyYoQitwXVvOQNi6t2HkQDuUXN5BUHt+QTj3pkFYnfLnD7Gp0JClcwGFckdUsJy0s2j/BatlChYrvpKjzLK8+0RSo4A4auNbYBgQE1yOzmpxOhayEcOIrZug4zfXo3mScMpSjPpKRVn2zYbZapPSfrsLPsqDJEUypB3LToCgQr8/Sy0J4zgLxs6Zwb/uSjGEcjB3awVg5I0uapsbusn/O0Inh0o+NlL/wtRGEQoW81UTuGaNI2eEwmLXDicaa5XaveDMD1M3/wpE5h5/uO0r9kDeVvHidfM0bWKCjfNQNpipxtUd1/DPOyHcRNSXtvna3/sYB58BDFpTvIKg6VA2eeL2gPkvECmVjR1zRXKEejtRgKkQ8L78NCpTCQVcTK/cTY+6WSoRXolrUIYzDGINoDgoNLK4VaIyCrKNLacNwzHB8JyGHxIK0P0TTSvh4MGynCsIJKsEheQWn1KigHmP1HEPWa3dw/hTDtDoOJdZRm7fmopEDFOcaRFL5FU6q4QGQ5JvQoaiEyzhBZYRG8Wg8FGyXGDe3XWiAKw8te+FtkFSsuGu6dJ940RhFKelPOk1qLnyi++H9+jRd870cf9fpVr/gw3lQD50QL2YmIN4zgLQxgbhHHGIp6+JjoiZ3/fTervmLXr8/e9I4nPIft79sNvJnVt9liy2BMsfEfNP7X97D02otxYkPtzjlotZFH5uzYKIUwNUbhOcSjVhz2ceJHjDG/I4TYCLwL+C3gL3nWCHzfiW9l/NcuJgiBrFUoltooKSl6PYTjokYaUCohZ1u4e9qYNLW2kZUyXHwO3Q1l0pqgt8ZOfnkgcWJIatb5QeZ2Q7UsAIcAf2EIA8TaVzmJoXFPG3n4JLrbtYl8EuNMTtgkOfBhpInZto6o4ZGMOHQ22Mm9dMJO/nlghfzEjs2Y+58CiQ4rHnjNpe9BToxZ/QMlkdWKXRg8l3jMQ2go9xJMkiBGmhS1kMJXdjFRAjToso/UVqTJ6aZoVxEMBZqSusKJNOnmSbyT3TOCqj1RmCjGJAkvd3/QTvJ5hiyV0FGMuXin5T079lz1yXn0kWOgFH5r5LTvt2vtr1i7SSmfFD/9grfsxhuVVPsFooB1/3QCmnXoxVT++QEwmqIokJeeZ7Uo4sRqJBTWQsuYwsLSAM6gUaaiHO9reyAMUOdsQZd9O54TKyJXVD3LBdy5ATQ4rb7thBdWSFQPBqiTbbyihvYkIpe2ew92wyUkpigwWY5QCmf9WoqxGlnDp7faJa1BND6kFRgr9OX2bdIrCysaZ5Tt7mS1wm5upEGWMhbSMl3tU61FDH444puvev+Tv/BhfO7GX2fXzt/Ab+eoTCG0IW4qm2ALCBcKgoXMCqAeOo6OYlSzbl1PSqHdWCYZMopBG9RxTQCEJydpbw7JS4KsZJXWuzub1vIMyEtn0R89zdCTTa69wDqwFNWAeOcoS1stHLV0wsXrGRr37EdNTaBnH/+5+cotO5ha0qfu4+PEtSM/w9z3n8NgFdT32c1QfvAQwnGp/Me9tmhYFIjnnE9vVYnKrYeHKmz2753YUN8XoZbO3NdU5BrZ6pO3WiCsxaOQEuG56G6CyXJ0FKGG+hzSD4bHtp0j7ViOORpMtYSuBCAFWklEpimqAcVYedgdFVY815HI1ePkFQ/v/qMWEVSrkKwbIa07RKOKvGQt9bIKZKM5TiOmyBRizscoQ/mEoHfZWoyE8idvp7ji3MfUanm8+Mzn38n29++GXKAiiRGSolrYLp1jVjZPqi/xOqd80Y1jN2NiuK7I3OD1NO4AtOMwWDVcY4RAFwJ/0W4UZA5x4+ziL0WSWjuyPLcF0cFgZa4AkF3rPOA6lj7Y2hrgrD29g8k5795N/bwRRAHP+4HruPnvH79D/ZKX/g61xcjqBW1az4lXriKtwqqbE9Tnb0c16yxtD2lvN4jMblgH49YRQxTQ2BPhHm9Zd4QziUGEaXfJLtyE9uw84PU0hSuQme3ipkNhVyMFwaJtIBSeRSaCvT9+GygMyWQZfzGlNFMQTwQkTUUW2s594QPC1prcnt1wVY9pgoWcwpekNYU2w4KCa6+rGDYsAJxYUzqwBMONEUttqAaIagVxYhE9dfr178lEb7VHHtiNpfZswcNIuyFUhS0oO7FV1E9LFqWWVu0zu4ywUckQYdG21Lo8AJErjJIUZY1MJFnN0uLy8tlDBphGFTHf4urnfwDVihCtDm6lbDWjAseKSvoWFapSSLoO2tfI9PQIrF1b3mZReidmuVq9/mE00kfG1c/7gLVYfs5aSkcG6LE6s5eUcJegd+EqKvfMYU7aOb78j1+levE51A6VELOLsGkdotAExzrop5LrCftPuwbhFeSpQ5EoZCRRqVihMojc3kuDXb+NHBaJHPu/kRCPOtbZZHZI02lWKCouqpdRlF2iMUUeWjtII09Bv0tzBifSttAW2rWkCFlxhMpDW3hT6aniqdez4rt5I8AbaQBw/eH/ccaXf5P+B66tv9F+Bp60VExhhUJVooc5eoxIMsyJWYTvY5prScdKaE8iE43MNdqVyMxSI7Qr7WuObarI3OB2U+j28BbLZM0Ar3f28oU8EFxz2XspSi4yLZBxTqkf20bZ8RnkxLi1i20PoFKiaJSIJx7bNWrt79yKyTOcHU/sDnLJL+zGK0E0CeHhHvGqMuXZAv+WB2D9tEWxOFCMlFFSoA8cRtZrUKuSTJYZTLikdWPtkR87luFurwL+X2PM3wohnlmf1rMd3yY0h2+b8ziDeMaKCUKIj2MH1awx5rzhax8BXg2kWAmanzTGtIQQG4D7gGXhgK8aY37+iY5htKZYalsoeBStJEK628MstjB5hqrXkWOjmLEGecUnmvSJxiVJ3S6kMh9CqhVE42Kowm2TPCcytjAgBIVnK5he1zoiOO0Ys+8wrF5Fcc46RK6Jx32iUUU8IuhuzxFegXQ0QmXkPRCuxqSKdEShPc34rZJwPkekOTfEf/20Pm8TxwjXxVQbmNBFdiIoNOWjA4qh64OoVjAln7zkUAR2kpSpRmIoSi7GUcjEwiplVhDsb4PrkKypU3iSvOTAVA2v00MvLHJN8AZufJrnDViKSqWM7g9WLDmdVZOkVX/IGatRlD3cIXdLjo5QzDyaM/rC13yEcHFpJSmWk4/u3ux4rxWkWvWVlNmLPIQDzfsGOIt9JpYCm6C6LvrIcYTnIsPQanD0YitUWauANpgoRvgeQiny03hfP1GYJEWsHsWUbEfVSEna9Ch8CcJ2xoQ2yNSzNogjPm4vR/USRFGAMZiFRZSSlFI7hshyaxPquTib1tskVAiMq0hGQzrrPPuemcEIC9mVGXbT5kE+7Dg87DwVUCmYnGhz5eQBFtMy39V4kIWiQv/eYUL7FD1drr/vt3nxNR9a4QuHCwVZaIVKWbYV8l3MYIAaaVqv6CSlODYDQlp6U7UCVcvRJ81wDs8xslS2fzuEuGdVxyYLmaG6v8+uTVYx+vr9j+4UnGmYYQHIBC5p3SMrS4pgCLGtDbs0rz6PYLHgscyorj33XfS3Nth6bICca1Ecm+Hl7g/y6ezvHvZ75/7Le22d8sY6k5Uy/TUQzkL1YIRzaJbkxZfiLQwwew+hu12EUqTNYAhVbq5woUszKUWgUPcfQi/rfZzJNScJ+YHDtkgghUWDAUJIqyNhDMXsHEW3i3BcZBjYuTnLEEIgcwspLxohReCQjLgMNQtx+oXdtASnkrh41KE8kzKYDnAijbNqnLwRsLQtoHWuRnsGd7SPUvYCFZD1PcqlhP7AhwzCw5Jg3qKPaodz5JppbvzPsyAapwEHnI4CDSqxHWYjLYJtha5jbNfQSCux4ETD7rO26LZw0RZMtALjCAzDjZ5vNwil44JgwZw9MTkpoV6FOesAY7Ic1ayTzy/iNDzMwpItTC85mHqZwYSwfPpHxPlv3Y10bDFy5O4e6ug8u9b88qNUyK+94N0Y167P/XPqeDWH8sEqvXPHiV/YpcglneMlxs7bRl4PiMeh8A1B13bvEVA6qfFbOe5MGzM7j47OTEBTuC5ibASnE6N9l2z4vBoJacUeJ23Y4xrPoD2JSmwhQDsMYf6Q9K3lZ9y0WjUqtfOptaizHfy8ZO+917GFAu2Bv5jj9DLy0Kc/Iew8N6RSluYKRDHUSsgN/tyAfM9+VKUM66dJz1+Pd++Rlc78UymCgd3IPecnPmbteZPhNQV2o5mXwOvYnWHhCXqrHEuDGBYcZGIRmctjelnrxu0M0SM9YxGXYxYdltYtykwNbFFt53/fzX3ve/pd3mTnNDIpMCUPnAbGc2x3OnDQyl5LOG9h9t6SIG3K0ybnV/7wdYTrR8krimBmHHGajvm151sEj5hvITZM0TqnQvVQYrvdac7EbX06m0rI1ICUiEYd06ziRCnmwcOERwOyHWuRUW5pkYeOo6Ym4Uz1TDWIXGAcgykkRhQIpSmqOTqQyFQgE0ER2nUzL1vaARoK1+a3SPATixborXbJKopwzrOfpRAUFZd4xF0pcDnxcA1zITwJCIaFBsjq9r0rR4aIHglByyAK8JdynEGOc2gW0+7AaNPOabXyGV70w+OG9se54sc+hky0LTwb0L7E62SQYDfheYFRCqTN1y1lUyCVXHF+SGuOpUOkBl3Y31OJdS/RrkSNNpHzbfxOhExqXPWKDwPwn586C3o2xuB0EmuxuuxG048wRUF+9BhuOUQ3yuQVj2TUYzDxaOrbrjW/jIlj0pdeRB5K3F7Bi1/+IT736YejHXft/A2i9Q3Ce44zum6chQvKTHzKitaLqZ2E98+h8xzZ6VM96NscF6DQiDCERp1ssspg0iX3bdNRxo9bXJkRQuzGujhcI4RYVmH5Tvz/QTyTyIS/An4f+MRDXrsJ+A1jTD5U+vwNYPkJ2GeMuehMDiAcBxVaUTqMsbwszwqtoA2yXEJUyphGhawZ2o5ARSKGBQRniDZLGliNgwEWsSqtiI3MQGYGfzHF3XcCPb9A/JILmXlJiXiVjze6Bd/Ledm6O9kanuSlpQfY7JYY6JRFnbGoXfZl4xxIJphJ6/RzHyk0dy+tYmahTjRaor43W0nonmo8NLG45uL3oD0HM1ohL7mIQqOi3MJr8wLRGRAMq6Em9C0PeSi4Y6REJKntagYuphygfRenm+LFOUXFJjKDS9ZRul1g4vhpi3LdsPhnD/t+15a3kR84jDPatDw4ATpwkUlOvn4SMTuH6fVRq6bYte6/rVS5L/xvu1l1sE0RJxQvuZis4pyWDr7xrw6D76MPHWHdfeMsvXAds5eXmfqTBxCBTzEUldNRjKrXwHMtEmF+CQLfCiFGsRV2q5ZACJzhxpeTT/66haPIpxpkVZekYTsBcVPYbsKwo4Cw3QGZg7ek8Nsu459bIp85gapU7LkMj52NlUkb3oreAdhK+GCVpSyobV1euO5ezq0c4/JwPw2Z0NUe53maUJy5RsY/9Or2eXmasQz3f+6PfAy/XawgCJKmIm1YGpJ7zlYYJOT7D6HKJdTkBCQpxmhMmsH8IiLwoRxa4Uqw8MulHt6JFLc/oGi1cEZHYawJSq50kJ5OPLLDcsnP7SYrQ7SqQMWS1Fh7wM4GSWurpLRhPQDd9bD1d3bz4Dvewq6NbyXeMUV7o0PlgRiz2EJcdHqbTdcp6OxrMHqiAK1Ja4a0BlN/fxSTJNYmV2vbUchzUAq3kyJTx2oP9GPcIzMIITF5ju4PrFbL8TO7bhH4yB07wJHIXkyx94Cde8PQ8tGlQDUaAOhe3yKiAh9TCdGhTzJqUTdpRQ7nXc1gUg155Tb3cAYWylqEECwYonEPo6A77jJ/QWOlYON0LY1AHitbG7KK3cCUFwTBMY/mfE5wdAERZ7Qum0RoiEcUpdA7s4t+RDyUbnD+v76HwYN1VCqsBWdsE3E1tG+FIcy9py3f3NhNp/YEse/gRBq3mzN+NLVc2dClCF3yUFkdlxHHUiEElGeyx6TJnEk8FLF1zaXvAW81+s4H7dzX7lpF9FgjSiXM/lmmbqmSlxWddadShq2/s5vqAPyOpnI4xtx6D2zZeNrjzbxklPqBnPKdMwQLZXprXMpaIzODc0uVUg/AMPecEbyexl8CFcsVOH31aE5wMkIdOmlpYa5jC4yzZ3DRUpCPV4mmAgpfkAfDfyVr02iRI4aiojGOXtmYAsjEWgIbx5CMYQsHmcGJbANC5Hasei2BiiGcMwRLGr+V4R1rr6yxGEN461EqIw1bHJUStEbPL1j6TpKgNm1A10JaP34FSUPg9KF+MEW32gyuvegMLvj08dBi1EW/tBuTQjRlhUGXEWoYW1yAIdVT2+vTrs2LvI7dRJaPpSsicUIbikBRHLYbuLghycq2aCJTKM3qJ4Vcebx4JLf94jfvtvdF2fN1BnYTvVyclBkEJwWDjTkb/uwjHPyZt/Hiaz7E4naP1ksLqg/4yBxGYx9v9tELmljqkmyfxnUc1MwiamOJw9cErP+Uxr3vJGJPi9pXCqTnoQE5OoJxFUW5illVxwhw2glyqYNpd9Fxgpp67G7zY4YAU8kxuYRcoLWyF2kEKDtmtT+sVBYCf06RDw/jRKygStIKiFBQnrU0mqThIrTD0jYHo6B00jYbvK6heiBCDVLICkSUkB88ZNfQSgndqCLyHNFPIE0x/QEmTRGOgxgfBW3Ij5+wOZTj4C7FiMFTo5Q9NG75hB27F79pN+GCJm5IWptKjNyf4SxIaHcsnSHLUZ2IwID2FfGoaxFfjs2LQOD1rKCrijVgkJlGFNrq83ge5AXuwTnccmjzv6cZj7SFvrb2k5au16gjd2y2Obqxjb3e2gAEpFWr1XbuO3Zzz++8hauf/wEWX7ERd2Abm2lV0l13eq2dmZdNkNZgTWsU8bW76b7qCrrrQrbMriK8/wS6UUWuW405OY9KUiiXbMNspEZ24SbiMY/uOkXhDYvgOejHH7o/DPwY8FPGmL1CCB/4/qf9wX0n/kvEM1ZMMMZ8YYg4eOhrDzUh+yrw2qd1DN+FTWuRra4V9/I8TGwTVwDhe5haBR36xGMe0ahc4QnyUBGZITQM7IOrHWu1Exxuox88gFozTXzuamA10YRjq/GLCkahWR5wPGqwmJaZz6pMe0tIDPdHq2hlJeaSCnHhMBH02Fiax5cZo26fk40ad9an2X9JBVj3dD6Gh8WNt9vCwsuvfD8qzslqHkXo4HgKRwlEu49Z6lnempTooYjcstotgW9tNYcoD5EVdtHINSJwMI7CW0ys04A4zW796YbrIAPfCrsdb9kOfMm35xMI1OgIeB569FQL/QXf+1HKrkD0Ypztm+k37YbS7Rdc9WprR/if/3YKbZWPVlBzJUyjgla2mCRcB9ZOIVyFaA9wisLCzxYW0WlqnS/84QbEdTG1Mrrso12JqEzb18+gmEBRoJYG5KUahWd5inp50k6HkEQHSl0Ilgz1PT3UQs8u6NOroBSSj1XRviJpulZ/Y8nyrwcTguBF85wzcpILa0cYUX3OD45yqbe8gXJ4uo/+6yptXvfzf8Q5f/wLT+t9luOr/9+pBPdFuz6Mig1JTWKEi1FlRBbixTZx0QtL6CS2BZVSaO1gw8BuoLs9S2dyHYqxqu32zSscpUBJir0HrBOD9/Q2k4+M57/2owRSIIwkmFUIbV1fhLZWcCqGeMgfLvxTbTLT7tLavBbtWKqRiSJUJ0Ifm2HX1Ju4/sQfPuw4tT0St5NAURDODrtQW9cgowz9zXsRjmvF5UoldK+Pc2xhqO+RYgYDiqU20rX33uQZutU+84tNM/Sd9+OsmrTCUY6LrFTsudeqVmQrz23BckhbwvcxgYfxFG4nR7uS/pRCJYbWVkU8brtb/oLdPGFYUWQfTAiMFGS1U5sE7djOqtMHdwB+S9vC3kDjRBoVFzhfvRc52sQ0qxTNCrV/voNqUSC3n37D+1TjrtecKuZu/tjHkMOiwnK3WqanBESNGPLUl22DUzsW4jGXtObgdX3L+9UGr201AVRqLfpEoXGeAi3liaJ1bt2KBGebkP0EM7eA7vRQq6fQs/PIUgn/yBKe65AHFo10/q/aQkJlJqf8jaMUJ+dQ61aTj1VQ9x7k2uZPc8PSn68cQw8pK8VUE38+Jmla2mFwos/qhSFiYU0JWYDXyggWJdqTRCNqOCcaRK4xIw2ccIjxyc9M/NUkKc6hWVRjDekQrbTsYmDdY4a5QQEi1OBpdNcBx6BDrNCmBCIJ5QKdC9z1McmxMqXjktJB8Lp2/C2PQdVJYLGFKazLlMkzhFLobs8i3ApLkxOlEhQFcnKCZF2D/iqPaNTq2eQhaM+j7l2Ev5SRNM+eI8wdv2eLYls+8jGiVQVOTyJyO36XefYYwBsW71JbKPO72iJrJBgETjdFdSMcKcFVGFfh9ANLwTOQlaRV3j+LcfGbd6OVLSAUAcSjBlkTuF37mtC2EGKfxVN/l5eUtWcd2LFVPaIJDixSHDzCrslfeJRFd15WuC2sWLSx76kiS+VazjlNUaBGmuh2BykETDbJPZuHylbXzpPlEqoUUhw4dMbXqmIo3+9ZMfHKUDgzMOT1HBEp8IylXcWnUBgqYUiNAMzQdnn4eaRVQTwqEBn4HZvvykTjLVgrXtHqoecWMEYjx8fAUTibh/OmoxDDYrUJfSj7iDCwtNlKSNoIENrgOgo6XStaPTtvGcMTT1Hr4xHxUJeS7e/fzdyFLqsGNTxA9IZz5FIXp59YhFVas2tK6NimYl2Rla0VdtAChmhcUdivSQ0Ym/+ZEzlPxf778WLXdqtxoKMIOTqCDn3yqoczyNC+pX26A0PcUKQNyGrwXd//UZyaNywSCbSj0A7UD+TMn+9wzrt3c+8HHo78KR83qE5MAbhDIAS9AQQ+stXFLCxhtEaMj2IcBcNc2+kmuIGivt9Y9JYS5L5Au4+d8xtjWsDvPuT7hKdkgvqtCWFOUXq+5fHtch5nEN9KzYQ3Ag8lqG0UQtwOdIB3G2O+eLo/EkL8LPCzAIFXt5vivoU7CsfByBTd7SHXTqPLPnnNJ627RGMWQvpQq5xlPYRofYYcKJoPQOlEhr/vJPrELKJaRU1NgO/iLURo36E8A0K7RKOCbqXE4a7PiVoNRxXc609S8RPSwkFJjSsLApUT5w6zcYX5uIwjNc8f2UeB5IKx43yht5k8O/sq3p/+ym9y9fM/sMJv8zyB6jmIKKbodBHSbgIYiqEVvT6qJmF0gqLkUZQdK2pUGJylApIMdWxg3QAWlmBqwkKnz2LsWvVmdKeL8Ied8s5wEe71EUphRuuYNEMAst3HLCxybf2NRK87D79tyKcaGMcqEBtlrcTMI2aH6w/utoJL46MUgUc4l1M5qi0CQQiM56CbFUSSITr9FbcJ3epAt2dh9b5HNlYmqzhWdLP7+JY/y/GwsSsr6Ko/5NfajYUzYMUWMVg0qNigUo3XylDHF8mPzeCMj5Gvn0D7it4an2CpoLtW0Z8Gf0ePl6x9kIsrh9jszVKVMWudAheJLxwSk+GLs2tNeO/P/xFwFoS1HhKfv/7tK+KfWUVR+AJ3oHFrFUSWI30fM3MCk6Y2ofN9zOycHc9SYBYWLVd/w1p01QfPw0yX0aGLatYxUlLcv/esnvOyHkEeWgGsPISgZRMQoyQytVz+eBRUfEp1GykozWqysiCveLjbNqMPHYU8x4w//Pm645Xv57l/cx0qKSDwV5w0BtMBRoXUuxsgTmyX0xiE55IftnhaGVqdCVUp225oUSCFtE4kT2J/+rCx69Zw1qxFH58BpZCrJsFoRL0KeQHVMnR66G7P0huGGjJ51RZwRK7JGy7ddXasG2lw+lYwDWxBV6UP3+RpZwiZjgTBwjC5ni0sF7YwyKTAaSeIg8fs/KYUYvtGtOOQ132SEY/qzIjtoh2eQUyOP63b/XgRT1jKgtsdip6lFlLr9jWwnJixssnSni2aGCVQiSRccHD7Gn8xRUY57mK04uKinwKl6olCFAa/lSMHKcZVdkNUr6FHqjBzEj0YIKVASMnxFzfZ8EcfZeqkxF/MKd19HD2/iFq3Gl0tkdY9SmOP5vP7bUN4Ika7Euf+A9Sz1ZgksaLAvgdhQCUpEFojsgLjSIznoOIAIwUiN9aWLHChWbL0kFzDkSe4tkfMufnxGcLROt6ST1b3GEw4iGKoJWLAdhkkWjkYRyMU4Gsr1KbsrnTneUeIc4cD+6ZwbqkSDiw9wIkMXifHiSwNTeTGUjvGmojeAFkUmNxaN+soQvoBari5Mt0eYnyUZP0oIrdjpXbInldvtV2j+5OK8buO4575XvQJY+/b3srmv/sgeUWiYh+ZPWQ9Gjo7gN2YGsWK60NWGeYJxkVkhRVKPbmAkJJwwYfAs5sXx8FUH4vo9RTDWGFOJ7bPjhOJFTTTsivQcuNIBjmXbTrM627+BeLGVvKSQSZ2HtYORJtH8asBZtnpahjXH/1drrn0PZg7H8Ccuw2w4qvGkbbJ4vsIlWPyzBYVkgTT7SGlxFsGvylpr79ibZhVmsH8E1/eQ8euHzSoHtHkgaAYCOsQ4wtk6qKiUyKLMKQuiqG+xVCvRQ7n07wMKrKUoepRjdtOkXGBmmthuj1MP7ICzkVh0WRpil5qWZvdMKAYb2BciSg0cpBaZGtSYDzXbsKNsfNwntu1IPAxDSv4LaIzE0w9k0gbMFjlUQRNgmMK0YsxnY5F2voeMimhfQe3k+Aag3HLaEdhvGWBUZCJA+RQ8lCDxOqVZENniLPcfDC+gxhpoDzXNpYWuxTlEbSn0ErgdywyqgggHcsh0GT3WZHsaMI+m8GS1eNJagp5mo/2jt97C1e9+iPoA0dQkxOM3zUsvqapRUX1BhS9nkWbZDkiSSCKbf5dKRHunbd5SL1ircirntVYe4wQQnR4yEy6/LIxpiqE+JIx5rvO5mf4nfj2im9JMUEI8S4gB5YJ9zPAOmPMghDiUuCfhRDnGmM6j/xbY8yfAn8KUGmuNfHqGmGcQbdnJ716DUabxGvrZBVFf1Kt8P7MsJiQNiCfTHHCjHwxYNVnHesDfLSD6A8sRWLNtE26AXoDxLETOBNjyKQMBvyWpHbIVgfj0QpZCRZXGRaGezVdKhBhjhvk5JlCKo2U9hl7TvMgr6l/A1doPjb9WSoyAM4Cf/cRcdOX381LX/LbZGWfwpPWIWBYPBCe5fsvV9dVs46oVoimylYzITfDbtiQBuEo+xlHEeb8Lagjc8hB9LSEoB4ZutVBjo9a8cg4sfzd8VELu5UCWm2biPUMLLZQzTrxhRuQmb2/MslsN2DI5cwqdmJ+ZJg4odi0CpkWeJ2M9paQkrcFt52ifVuVRQj03AIi8HGGOglIsYJOcOf7iDwkbXpklScHW3zo2K0740bGOU5cEM5LZGEQmbEbo0wj4wKZFciFLqbToej0UOdtI6tbMbv+tM/JF+eUmgNetfEe1vkLbPVPMO10UBgWipCFokxXFzRkxA5XkFMQmeQp0Rq+JSGwIoqRsFzeZfZdUWCKAoRETYzb59S1dBTT6mBSu7KKLEfGyi6egUsyEsBIQBFK2HH5WTvN5/z4x3CxHGqM3ej6S4bq3j5FybEWlpOO3RQZcNu2S/SSq38Ht3+K952XHIq1NcJ2Hd1qW0eDR4Tb1zjHlyDNELkhHrP2c1lJ4G8aw5/tIzpdinYb6Qc4a1aD52LmFiy1IYqtQK3jILLM0kSeRDxs7AZTxiwsWoHPNEUuW2QqCTWrX6EXW2C07bpMjUBhyENFd53LYGr4vOYgB2JlXtZqKAanDKnLCmTXGQjcRFA6bgs0bq+w8PhehnOiBYOB1cnJcuTEGGp6EpFmZM0SWdVFDi1P061TFL6yn9HRM8HHP/nY99a3svW3d1P4Nml3omHheoji8tqFLZDVJbkP2j8FHV9OCLUC7QiSEc9ayi0mMNc+JeDpnL1l+8XXfIhaO0F2E0uDy3JLUalXEe0B1Gvk84v2Poeh1YYAGnctMthQQy8uISfH0PWShcIHks6FE486TtDSOEfn0aN1xPgoxZ33o8oWsYLvY3wXObDJLFFs3YgAb/UERS0kqw43TZ0ICoMJXSieuH3zyHGrwjo6dElHfZK6WuGHL6MSsrEM4Wqko9G5RIY51VqEkobRUh9PFtx32wb8RcHIvEXEyGx4HkKQ1hyyqoPTL3AGOXgSHVYRoxVEYQsHshfbjilgOh1MP7JFPSHw5npgDDK1xT8jIa2GxE1B0hRk3332UIynDW1RciuwZskKjWDZOlI7EI1ZuqjMDeVZa+EqexH0+paGEgaIwEcf7VmRuDWrEUvdU05SZyHcviGcy0nrCiOH6L7hs7Ss56B6QyHGScUgdzn8LxtxSlA5aqkt2oPeKkt/bW9s4HcePabkiUXyK86n0AavU5CHgv7qkNrhEUu5rNfIF5coul1kqYRJM8zcguXtK4WoDa9Z+uiyi8xrT6qY8LCx646b8vGUwZRnxQ+1nV9UzEpTbJkeuVyEzUtQhAYVCbzUCmyWTxSEJyLUiSUrJp0XNqcplxAjzVM0zii2NsOOgx4MKJIE1WigXNf+TZ6vFEkoNPmq+lDPyWB8BY7EBB7aU9Zi1ZP0Vp/dRsZyPPCbb2HLh3fTWSepSoE/51i9SmFtKUWaIgMfEXpW42ao3SILM5yfjc0hQ4l2XWTmoNoRRDFqtIkZnJk2yxPFS1/y27iFQc8vDukUuS3uJ8WKjktekisoGHIBsdV2WbFtdaG32hak4xHxmB314HgPsWUdJDmlvYt2HfI8W+RzG6iioGh3oGXRU0IpTFFYIfm8sHpghzUIafGsj2MRbIx5TL/a7xQS/u+PZ72YIIT4caxk20uNsUTCIRwmGX59mxBiH7AN+PrjvZfqp4R758n3H8IZH8VcvIPBiE97o0tWsROqXTAMRbUAT1sv8IGD6DiEd3oW+pVqsrKi2NxAmAZogxMVVpwwyRG+g1BypRviLcWWm3x0lnx+kfraaQgDkuk6eUWRVq3HdBE4yAS8oSCT9uxE/9XJjdTVgD+47yrWjSzRzzy4++186WUfPuuftxXaGwrMDCJr31arWni458JRayEoQsBxUKnljBllocXaEThxZrlUqaWSdNeWKHlTuHM92zE7C3G1fB3y4nMoPAfZT1Z4mMXC4lBYU1mbRN9H1iqQpOhWhyKQBEsFC+c6lI/5DFb5ZCWreZFVFU4E1cOW7rBMdYiet408lJSP2sKRdiArS5yBVfqVJxZPbViLAt1LLYxPOCRbJ9GOVQH2bnkAlabIiTPvcprAIxsJyUOFv5Th9FJEZrnwIkot+qMoKKIYNTGGWL+KE1c2aG/XNDcvsb5+jFfUjzDtLTHptGkVJe6K13IvhqqKcEVBrF3GnQ4LRZkvDpq0ixJLeZnV3hK+zNjsnWTa6XCu+9S8n5/J+Mrf/iqXv/FjK77tojCInhUV1a22RSEYS9VBCOt0MdzUGm1sASG3wlLUK1bvQ0BWVkNu6NnrkoSLBXkgVxThg5bGa+fI2N5TdymiCOtoVxEu2PEWNwVx08WfGqfwbTIgtO2+m0GEbDbQ84srAmA33PVbACQNRSVNoShImoqkZl1n8hAGUy5Jo07YCHBv32utYadGMK7EiRPM/IId09UKuhKiS8Pk7uYzvGBtEFMTMFK2nNp2z37WS21Yag9RTlXEaJNsdZP+tL+iCbJC5clPidotU8yMY1Y6ijKznPlg/pR/ebCYo1KNGuTW8uvAcVugGSIsZEla3qer0KEV2MsDCcaQViXRWIDf1nTXNHB31HjuG67jq3/91PnbjxXL0HCZWQqdLCxM34kKC/X3hw4PD/kbtzcUZUytTo8Ta5x+bhPKrLDCs9WztxEDS4VzhLCOHmlqNxBgNS7awEgDEydIz0MEPqJeZfrmYaduoY1/9x7k9BR6rG4RZHlOWpNEo4Lpz7Z42VUfBOA//vOdVL96CDOIEM0qpuQjpLAw6UGEqFXIGgGOI5FZDr6Hnp23fOIkwRkdQTUqFomw2CKfnUOGIbJRf6xLe+xYO0VvXZmkLonHIFql0eEQQSQgaMQ0yxGXjx+mkwekWnHv/CStdonW3iYykpQWhsgZZQuIy3oYwkDhiiHixCEvubajL+ymYNmGNVwI8OcTnPkhCi/NKFotZBSj09QW4Uol2xjxffwJH5lLnIEhnE1weinXXPZebvz6e5/uEHhY7PvBd7Lhzz6Cdu31LW/OjWsh8zI9VfzSGaCGVpcDK0qNsPdUVcqgLMJFNRrQrBNtGrGq+2cpLvmF3VTncty+RYII7ZHWJE40LEqW7GZ7WWQ4OO5yT7GWUmCfz2VNrOW8rAghHjeEM8Ju9r6+hxs6fwmAGanRXR/gtwrykqVmydygp0YQe/tQr+Ioaal2jgOtjhXA9S3VTNWqduO+sGSdn57CuC2qAUs7ApvPLqO13OW5hRUURl629AekwVuUuD1BMA/BUkH56AAZ54hBgimFUAoRuUXRLDeZyAsIA0S9hgk9i8BY1vtY7EKnixlEtqmkjRW6Lpdws8wW9H0XCVa3y7OoNP9wCxZblALfNqWegdj79rew8zd3EzcEVc9BlH2E0Yg0tVbFSYoY6pOQCoKTDu5Ql6YILFrMGRSoQY4oNBTa0ieVQoz4FOONs3aueaDw+gMrsjssQAlAZrbQnNQEWdWuDkUApaND7ZxRSIcohCKEoqRx29IKnWr7+9eUfwyAG/tWqk5kBboSoJvSNsraqUXGpBnR1nGcySruya61OY+TldxKd3srjQZ17jaKeom87NCvO/APp78uIcSPAZ83xhwWQrwAuBz4G2PMo9XSvx3D8O1DL/h2OY8ziGe1mCCEuBYruHiVMWbwkNfHgUVjTCGE2ARsBfY/0fsZ32Xxyik6P7SKZMSw/oJjjPgxpcLBG1IMWmnA/KBMoSVZrogjj8I1kFgeUhFCNGETgiKErKox9QyTW28bUfiItIKKxlbEoPwlC2t0t9RwIk0RFaiowL/zIE6rRei4NEdtBc/Uq5jQRQcugykfIwVHjmzi90c2MXqvZqFepb1FYJSBl53dz/uqV3+E0tEWTreE6sUWxhYnrPgJL7ZQqy3/Xvsu2lVWxA1IR0tkVYXQCmEaiEzjzFqV79KJGJEb6PRWOm5PNa4J3oAIQ5z1azFxjlzsosfqpFunEFsmEYXBPTyPGXJMxUgD3SiT1QNEocnKEpnD9Bf6FIGFByc1a/Xp9QzBYkFng0N9f86Lrv0Qbi9Hj/vU7pqHJKFYZZEVlU9+c8VWM5+dx1m9CrF9E3kjpD/tk1Yk+XAhd3sw+ZkZiiiCy86lNzWEbz4B5PahYRyBTDXhXM/6L4cBYmKMvFli7qpROlumKCo502sXaQQRFWeOMXUcR2hqTkzZSVjIyhyORzg2qDPfLzO/UIUlD6GtIJjIh97l2SkLyLwEyajlfjIRY4aLkBvm6EJQr0Z4qsBXOXU/ZlXYRgrDar/FD9S/wUanxHwx4E+XLuPK8oO0dIl77v5u3nvevzytcfDIuOqVH0ZPu7hdm6gbKdAjVQulBZsUBD66UbadvK4t8AnfQ0hhYf39PtJRmNAjbXpoR1A6mVAECqeTPK2E/LlvuM4mlYXtcJSPDhDTIZFU9KckWdnFn3dssa3dpZoVVLMcen0IQ9L1ozjdhGTTxFBFWtBf5eK3Nf7aKUyuMWvGkAdm0N0eV73iw6hE0/jCHdBokC8uUXtwiu5Lq0zdYjeBrS2B5RDXXPLn78BfSpBRRuF4DC5eS+GtQyuBHjrTyMygsjNftUzgMtg8gso0wlfoycoQzaRtd3rZkaRkeamFZ2G5y5aJosAKa/Yeog8CCHPKjtfr2QJo+XiC6iXI9oDi8DEAKxrpuVCrYBpVisCxgoUVx6KptLEJohTITFP4clisAa9TWLuyYVf7qld8+OyodA/jgrfuxscWQIJF27WWuRlSYBTxiP1M8qEvfDhn8FuacPaUONmybZhYsMJ9ptOliCLk+Cim16dYXOJq+Tpu0o+R1T1BvNz9QdTYKKpcIptuYEIP0X8IuqNcsl2qThdcB5JTOkTlu04y+7LVRC/fQH3fFBxvnaJH+C7lmYzmN+3S7u47Qbpliquf/wHSC9cSHu3QOr+JETDSnsa0LPCwt2PUWsrFHn7NRw0y+leuJxqRFL7VjKkeilD9FBHFyEvPI2vYtfRMxEOTUZc9P93EjKbUGwO+b93dXFw6yKF0nMwoMqOItcu93VV8+cRGosQlTR2K2IFE4iS2UBCP2TFcBLZJoUoZjl/gOgVp6pDFDiaTuAvOijij07eOF17HOvU4oQPjVcxUDZlaFAaFWUEssNhCt9roOKE2GJxaZ10XvbBoC+tnOTb+3nV4bceuFYV19hHDzarM7AY9rdp1JBkxqFgQLoLMNWKQYuYXMVGMrJQxU6MUoxuJay4yM0Tjdm32Wmemc/HIuOrVH7FoklWKaNxBewKvk+O3ckbul1aNP7V2n3koGUwKksZQY6WncJ67RG9Pg9G7wG9b2oBRArdXYKTAiYYFjw2ruebi91DUfLJ1daoHIuSdDyLXTtM9Z5TKvfNW+8BxydaOkJfGcXs58ahHVplCxZbyEu5ftA5Rvkf/ig1Eo4rOJgHvPrPrzsqwdK7GuAZ/fMB4rcdir0QceZhCwJKHigX+vEBllvLht7Wlq/QLVKKt24XvICpW68lIQVa1qI5ly2StrL2jHtaZVcyKVbET23zXa2VWVLIoEAttTJKg5+YRYYgYbdqxHLqkTc8WRJUER5EfOw5CPqEF55nGpt+9DpkIHGmLtIPpAAgI58q4YYCIU/BdjGetQ0WSodrWFtNVCj38XFQ/tfTWxY6lHTXqYAx6tIYOFC974W/xH19411M6x4t+cTdObCjNFZSOtG0uG/gIpSh6fWSaIVt9vE5AHrjErn3+0pECmUiMa6CZYrouI99Uw4KSFahNmnZeAdBxggx8XnL17+Dvm4eyj2oNUK0OxcLSimNP9N0WmRmNhegtIUbY9yk8uy7XjhSUDnZRrS6zV46R1qC/ZpgrPPay8zbgr4UQU8BfAH+JpbJf9ZQ+tO/Ef6l4Jq0h/xZ4ETAmhDgKvAfr3uADNw3F+5YtIF8IvE8IkQMF8PPGmCe0OEjGDfJHZvmh6Xu5svwg53pWTOymwQb2xpP0Cp9BPk7Nj1mKbPfV8exiVihDOlrgeAVCGjw3p+GnKKnJC8XsQhWdKlB2YjXVHFKJ01bIzHZL06rA7QvcgURmLiXWojpjiO6A4tgJq0vQ7SEnx5HdGDXqUXgCv2WVuIy0HYDScRh5IOPF//H0VbqX45rL3otT9dEV69hgHAmT48g0wyy1oNDIsRFMvYIZCiZpV1JUXDDQW+MNba/A7WQ4vdjyp6KIInDwFga2Em+eegnt5e4PWph6pUxRHxY8FpYwU027OYmtd7uplRGOQ77vAI7vIaVEVH1kqqnfuUg+WkL1U/KytTWqH0yRqaa7zicP7YQbjSncnsSJCkqHuxDFDM6fJvj83YymG5FrVnH/L09SPiwpgi0r3ELtQx4aS1tJBaWjdtE1J+fovvZykoak9YIhDO6fn/y1Cw3OsQX0zEmiay6is86hdU5BebpHo3SCQEsKLTBG0EkCtBHEuUNcOLTiKfqRT9QKELGkfEjh9WCiM9y4YFaE3URhcAYaIyGrWlX40gkLCS0OhMjMJojat5Z6C5MhVDO8Uka37NPLPCbCHtoIbvY2MOedYK6Y4Nal9dyyuIEt1TluPLCTv9vzPu7/vv/+lMfCQ+OqV36YeNSxXWpgMCYpPIEz8FFxjnDrGKXIqx5Fye5Qna6P0y8hOxFKKfRiC5P1kK6LqYU4/ZzCkzjzfcx4mcHaytM6x8IX5KGgfDwnONlHLvXxAwetBG4kULEmHQlxfAcns2KESGkFYo3BnfdBCPz/H3vvHWVZdpZ3//beJ958b+XUXZ3D5DxoRhlJMwJEMskgjI2ECR9gYQEiGUxGSBobhw9jGzDGJglkwKCc02g0mpw6d1dXV666+d4T9/7+2LdrJANSdwt/Rl7stbQ00z3dde45556z3/d9nt+z2kF7NdKSQsWW6i9WNtGDUdJC4GN2WoQX2vZZBCAFyatvR0U5XgdyTxJ88gT17AB5aAvqPJBkBRdKLrkr6c475J5VMBhpuQ2VpRxnkH+hj/pXP7snGEw7DCZsgRM0obyU2PiyXOP2NVmoRtDBUREk7HRT5BZMCdjnkhQIbfDbI3vPqLnhDHNUL0Wt7WBabbL+wEosw8BKpfWocVH0SCseaUmRBSN7Vm4LN8sqEKhY26Sa3Hqri0+uks00bIFf/NuV3joDiOujz6rtfWIBVpadYEniI4tHxu4xXS4WRWqLGe05yHZnNyVD1WrkK+vISslKUK9x3Tf+XRaImeWYUojqJojeEBNFtsGcpZg0tc/6OLZNzjDEpCmiVoH+kMkPrNC+1SrT6HTJDs2TlhyrzFEC89QJZKkExQLuzgDjKnxtEGlOVBd4XUM200CVQrbuHEN7o0x7AdXzAlVybMOlaO1C7kCT1Dz8jz+Bc2CRpOITV53dpIwrXcVKxA++8p28rPjcrhrrsSQiMh6f7u2jn/m005AkV2hjn71KaWQhRQcCZzzH91LKQcxMoUvBSexzOXdZ6VeIMoc4Hm2pPtsuMGpkuQPr8TcSkpqDVi5OpJGJRiUaGeeIgUBsN61iQylrBSkVrRQ6zSBNMWmGjuK/1aLsph94AGdGktQ1Tt++49QoKe6yhMaqKy7/u22SaMcyUExgpeUmS6EYkjWKtA6FuAON37Ldws5eBXuvfTL9gm96K0rZZoxK7LRdRXo3+rewYt/DRghkYvd5frtId8Ghs89gHEM5iIn29mlFJSrnbNoEAtLQphmoWAIOhVBZdaYSuJ0M1R7aweXKOv5UGbo9Lv3zu/C6EDVsZKbbdckKkAUgU4HX9QhWPdhpMrxpgY3bHOKJnBfe8hynrrKZIP2cu28/wbjXZ8Lr0st9PpgeYnixjBrK3cbs5ehOmRpy16YX5J7CSMcCM7HNgty3+1qR2/82Ldv9aFawbB+Z2Gud+9jYyRzywP653JO4Bcc+tz0HMUwtx6jXx2w3bdqP76IGLrknySsBqttHlUoW9ue6fwXQ+sUsObTNa+PYY44ayio1pE/gyd330uVnrBo6yMhGoGvfHXFaLKsFKS2UOM8xG5vgOMg0RUyNfdHH6XUNhQtdRKbRE1VEUkRkGmcY7VrX/PU+TtfDHQQkZUnzqCKt5aDBD1OiWKGVTero7xkpqlxD7bRExYbB191J6c8fwT9n95ZyYoz+LXNAg+KjLtnyJXZe9wKSkm0ORuM2xcUZWFbRZRtF7glkP7K2UTWCeE5FFIufN5EjHQ2EvwL4XWPMLwkhvuGLPnF/v74k1v/ONIdv+Wt++T//Df/tHwN/fLU/44byNh+/8U8+61dKnMl6SDRVZ4ASmpmww6YsUXBSHKkJVMYgcwlUhhSGTuqT5ApHajpxgK8yksyhXBniOzm5EaSZIk4dslSRKhdwoCzwuvZLl3tiBNry8CQ4QiA2XWQYkrc7qChGb2wSFnx06DKcCQBbIGkHwh1DWvrblX9lJY+47pIHyoJUhLBS1jSztPsRUCYv+fal6chd+b6RdiOe+3ZDlFZdhA4RlRBVLhBcbEEUMzg+bZkK17Duq/xjK0eXEgZDVKuNbnfQaYZzfg1VKWN8G50lBjGkKapaxcQJIrQFUF50QISoQYoYxIjc0sDToiKbcHejv6pnEuK6w3BCUlwxyM02BD6FU9s2zmmzTXxkGh1qeotAKcOkEjWQ5AWN8EcFV+JS2DQ0nuzS/OobWH9lwm0Hlvij/e8DbDF+pUtEKemecTovmmfrNgPjQyrliDRT7PQKaCNwlCbPJVkmWe6M4247CANeG7wYKtsGv6MJNgcYiZWraW3lymlqX1BK2X8vlwhdB13y0aFHVnDICnZiG1cUSXkUmxRKUlziRJGliqjgEmUuSlYpOQkX4nE6ecjWsMjaRhW517BvfPua7oG/9r648SdJrq/T2TsC7Y1k38FObosdJdGesnyB0BaQ2hGoUOJELoEjUUmCKIboTg/S1FqTlnYs90LnmNnyNRXRl9cLvumt5A1bnKpY20Zco4TbHIIxpKNpnIpzRKqtrDvJrFUotcWaVMpGlFaLBCtdfM9Bru2gN7fIbj9u7UV9KzOUvT5iYxs8FzU/S7x/EjXIcboJ1TOCYK2PCHzcE8u4jRrpRImk5pAHEqefo32563sezGtLbNfgtzP8E1evQNQudPZZeJnbsb5xFdtYLbBRXJebBG5f40QCJxKo2Da5nP7o+xvIXVI/YOXgGlSc4zQjG6fWamO0xpkYg3oV47ukDasESioOUd3Gqu4C16QFOeY+FDbt36Ud+4xWqbGFe2Z/vs2m/9uLwb7t9Q8QTdompN82uxR1mRk0loZtFLvwRaGfjx40SlhWjzFWlZBkaK0x2lgIWJqNfOgBxF+ERUcb6+FOU6t86A9G0nr7c4RSdmImQswokQMlrf/44grCdRGeS/WDpzDGRkeq9gCR+AxnQ9KSQr7sFoKLbd75zC9y/8EfxtSKiCSje2wMZ2CvtXEE0XwVlVgp72DWQji1Y7/zKrGxi35H428nuJt9uOEIw5kS28dd2+C/yku3z+vy/bUl4Hlb12ZeYqA9fJmhlaCdhmRGWj5COWdvcYdZv00gU1Kj8GVKWUa08wIf3zmANoJ2EuDKnEKYMIg8pDIkmbRJB8IW5cLwOalRl6e9bjdDxjlZyUYwiziBRg1RrYwKmtG7O7MWOBMnlkEw9sUXN5+9hIF0LoFYonasX/ty9K+KbYKDiW2hrF1buIlRQ0z7CpFqpOdaD7hUaEfaYrOj8bcjkCHdvc5fC4q7kvXCr30LwrGFrDPQlJZitK/ICorcHRW5gYMapjibHcxOCzMYED4FxVqVwr37GY4rVs0UuprCWE7HqBHg1TYaaCQc/TEbydS5a4GoLimuZWhXYAoeHNsPJy/gnd+03CUfejX751Vki3G3byXnKrbRmSJK6b7oMJs3K258+Um+bfqTfFVhwO9e5edfCJv8w8kHiYzL08N5PrJ2kGa3gMjFrvJQZuw24NOifdbYGFqBShkNwex7IPfsf7vb8KyMvpfKqhbViBc2CvXCjICbRooRjFON+E4B1ANULcS5sAGOQq9vYbabeMcOkJcDjJSk+yZxl13Y3rFchr+ltf/X3oopWkZZ6VEXJzZkvt2/ysyQFey7yBlYi5kzyDBS2md/0UM7EqebIOPUWjpSyw3AccAYxPgYdHuYM0vXfIw3f/8DuAOD28vJix4idEnL3kgdmGNkGaENziilydnuUerH6NClsB4QNRRJWZKcK0MZBtMji8tETKk0pBpGrI1XOPATNus+1wZ9aQ1ZLZOvrhFO1RnOFiwcc2oSZ2hIygJ1ZwvOVwC7z2f0TlID8NoZ2Znz5C+5hdZhg7/Y5Y3HP8QBb537/uaP2hVC/CDwncBrhZ0Y/5+E/F/VEvB3Js3h78pxXM36krnQV7pmlctLChfYzF1SozjpT9HV4a6MMTWKQe7TSgssD2tkWpJrOSqYNFIYCm5C2dc4UpPkCnxoDgsMAR1IspKNT0qNRISjuJ0BZL7Ezw1GSut3zHPbqZc2t1ZstzEjYKEz1GSh3UxnPqhYEGzGvPwlv8j7P/TFwxj78wEyMahhhilaBYFQEtzcJjJIichsBJlINXnBdm3jmjuC+YzizRQMxhW5F9iN3qRP+eFlTLdH4UmNqZe576af4l2P/9zVHeCoS6zHa8h230aLzc/CWJnMVchhijh70UZqJc/HV8pScRT1k5O5LvGYD8KHuSIitcBIt58jc9vB/eylFTjn18nXNyxk5uB+knuvw+mlDMddS98Oc9SOi9ca+bsbCcrL4UKBcFUw/hcniW/cy85rBpx+4W8jucZiRGtrn6jYJAejBYOhR7YTIFKBvyUhhrBrLTV+J0eOighnmOO0I8Rm004D4lG3uFpB9/pWAislpte3mzsh0MsrNr6qVMSpV1HlAm4psC+1kkQYu+Gw8UGStHZ5U6Fp9kPumL3I481ZjlY2KDoxjWDATqHAiY1J7phf4sFz+67tPPwvK5kq0ZuRdgOu7ebb6xpkMsqAdi7L1w0qTvFHv5aW7KMsrXhgashSiBIS3e4gRpAh4bjoJMEfRjS//CC1p9vcd/O/+CvZ5Z9v3fkdb0M6I7/0JAQ7lhCtPQeV2aJHDXzygkNadFCOBRepfgRRjHBdzHA48iY6yCSBwEc0U/SWjSHVjp1UZyUPp2evuYljO50cr+Ft9UnGi6ilNTymyZ88gbzlGHK9iT6/TLZ4A+F6jGoPSCbLdPco2oc1ppwxPdNi45kJnEjgnxnZh652GXufGGlfeio1GMeONIQeXatUj+wGl1NhLOtAaL27iTPKNoKi+qghmxvCbfvnZGQ9/HmvZ6NQA99GsQYuadkhd8Vok2WL0cvpGNGkQQ0ESHB7AiNsw8mJzC6YTU83MI7A2eoj8gKvuPcXeO/Hrk2++tkrD54vsJKS2FUfOMPRxjawKilX2wbK5aJZO7Yx4nXsNNUogTAGIaV95k1PoDe27M7e88B1rum63Vd/nW02pqk9n2sbyLEGGEPeHnFIhLTNZsex0b+Oshvvkk1VkFEKuUFstRBCYHp99HSDaCa0E8te/jl+z2ShQR5c5gjZZ2Vh035nL6vauntBu4bCqi0CjLAAShUbikt9C6Et+nQPVYmrgjzEbny/OMU8ANOqS0EkuCInN5Ibisu4ImfR3WJC9ckRnE8b7OQlVtIag9zn9GCS1WGV1V6FOFNoLSkFMYPUs83fVEEidyf5ztAeq0osE8XK/ROMkla5ISV+dwjL65ZpopT11o9ZIJ5Z37SARs8jX99A+gEUQ0yxwH3X/QTvevoXvujzEDWASCIje41kennCbRsJztBeF5GJXQbE5aVdiaM1ZgTOROc4/YTiqsTtZ4jc4G3HVM4rKqd7vPLun+U9D16dik3GmqTkEG5lyESjXWV5ODzfmFNRhtrqQtuCa3Wa2fSeYUTpXU9SmRijtDpD85BH7sNgViNqCeIy6NXLOf3WcQ7+cyudUrG1WqkoR8QpxnfJu12cUhGzOEdh3Vpegi1BaUWDgahhG7d+y1BcidGVkOHrm9w3fZYHZj5zzddHCU1RxkS5SzMt0OqHZLEDniYTcvQMtHsJpH2m2Os3SrgYpURpBUjIShqRCcupCTTGMYjUNpFkJDHSqsa0a5+ZQo8aD8b+nCwEEMQVD5XahAvVqCDSnORF1+NtDdBPnsLZt4fhvrqFkYK9v7tfvD328tJqpJzo271eWhQ4A4MTGfJAYFJrdZOJRgqeh2t7DjLOUAODGCSWHQEwGFogbJIgfJ9sto7qFRB5jvEcXnXbT/Puz/zLKz6+217/AFLBYEIQ7FilS15w0K4grTlo16V8fohqDWF908YpA6JcQg08gmGKv6nISh7RuE1TiGqW9yLChGoY4auMNP7cUs5kKbrdRc1Mw3qTj3z6p7n/8POq56wIw/US5fMSt2/VKGC/64UNQ/jcGivfdzft63K+8e5Pcl/1CcbkgMh83pLx24EfBN5sjHlcCFEE/nayw/9+/Z1f/9c1E0LhM6d85kZ15DF3hS2dciat0dIFTsdTPNaaZ6VXodkqYnIx8o3b6CchDH6Y4nsZSmrKXoxGUPQSPJXTV5p+LtCZJMM+WNWKsBvG3NipnCORI1i4KpXAccj7A5xCiMhzZGYYjtnIu3QkK0vbAiP9XXn6F7vSUBDExj44QxeRZBjHQyQZYpggLr+IowxdcMnK7ogEbCd4KrIKhaRsYTBC2wztqCEpJwnsnSV/5jTpsZlrOj5RKaNcB/3UCbTj2peM0aC1ld4OE6hXbdyn7yGSkfS2UrTxjZ7NiBaZQfuStCB2I5EsUFMS1+xxJxWPx/7NG7juxx4Az0MtzJOdv8A7T/4KL33Vr2CUoLCWMP9eF62UBWUqQ1IR9JwAowzhhsDv2Old66DPrfPnr72RgH2pFlZjnKGL0A6YgMrFjGC1Z317m037H3qe3Ql4rt18u66FIEUx2QjeI6sVKIQwjKyEOfAhswoUUyvZ+L48R/RjTLOF2WnZRlJgu+N+Mycpj5IIEtAx6IEkDxy6JuTw/DpR7jJfbBFrhzwTXFddpeQmLPeqaCMoFiNu/PN/wRNfdeWF+V+3tGPPqTuwnlaZ2emdM8gs8d8T5L4FOwkt0KHCuDYvWuZ2A5QHDiLTiFoFWa+Ckqh6DbO1g9OoWTiYK+jv+xvhw5/nwlmGg9fT+G37kInHQ4wj0JO+/Z60U7uxjXNbeOW5BXBpje4P7ORDG/QwQiSpLRSMAaMRjot3Ycte9yThnefeBlh5uvB92Gphxmt84P1v4v7jP47sx5ibjyLOr1gg1sE9BEttRNv63eMjdbIATKBpTHaZKnbZEBNoBaYUkJ9vX9M5uGxZ8HoGt5ehhrmdrMepJWY7EiNspJ8wxl4vY+P9tCPJfTlSDNhnTh6AzsXIqiDRgYcsFhHNti1+jYFqAe3YBkRclUR1uynSI5iadiAv5RhpZa5J1Wape11IlbAbzaGh/cIKhS2DM7peMjO86DW/ykf+7Iev/lx81spdRskNIztHU9sNuGeLZCe2m3zNiA0BaNdO+nLP+r3BQWFPoaxVUcPIwtKEsDDYahG5sWMVA1e7hLBqgzjBzE0gPc9yRvIcVa2Sd7pgtG0ylMuY2Qn77siNVdYo9bwSrVy0MWLFAubhJynOzrDzskW0Kymeau0WemnFIa6oXaDu5SXjHHe9h1FVaicchBEU1lPSokKMvM9OZJC9CL2+QX7bEdsoHliLjr58rr/IdYNnVS73jLw3sUnR1kzEhQwuZjUe7B1kOapzpjNGZxiQZgpjBEnskA8chDJ0ZQhaWE+DEbtFuaWs2YGDSq3tLFwd2AlokkG7awuVgY3kEzOT5JUA7SnczZ5tCFfK9vluDM7YmI0fbHcx61u7LIsvdmnfMgXUUOzC/IwCLkNEUzP6rliZvJGMJtM2VUWkuU0xyEfPgWGK15ZEkwGy6OB1UpyBJp64tnjIuOGMrEuKwmpq9zVIRGZQmUFFtqmhhED3+ugkseBQ3wchMUOrGnN6OZXzVskQbkqSSkA0Dmk9JwNoebxz6V8B8MKv+VVknO86td796Z/mFfIbIEmR3QFTH4zRJR/jObv3uxMFGAmFiwPU6jbrX7nIK+c+zkvLz3xR18cg2M5L7GQlYu0wVu6TF4dEDYckVSSJg84kOlGYXNjGQiZGQyNhI06NbbwYDU5vNMjyDAQWHorMIVYgzcgCYBCRbcwKc9kSYafieT5SWYVWhdXe7yP3enT3CMoXDEVRIAh8zPYOoRRkjaJNEADMcIicnuT+xTfwzvMPfFHnRdQS2PRRQzlqQtqmnUwNMrL7WBnnqDhHDkeAZkcg49R+/zQ2GSZTiL719eTtDhiN8jzLlqgGds9xDUulhmyU4tSdt3YcmRmrPIw1znaOs7Rph0LDoYXSJglSWfClcBRojZtkuM0hxpEUipYB1YyqrFerxHsT5v5c0blhnI+//Y2AZZGZLCVfXbMNBcC4DsIYKmcGOFFIsqwItzK779+xz6tgM8Zb70KW0zmkKc90qbt9FpwuqRF09N98HowxF4Af+qx/7wshvhL4+DWdvP+/198lAOOX4Pq/rplweW3kPT4dj3Mi3sdHtw/RjEM2OyWS2IXlgGBTUI5tB1nFZlfu1Z0XJPWA2AMmIqiDKzWBk1LxIwpuwtGJDTaHRba6RQabRdoHFW5PMPaU7Tx657fJN7eRYQB7ZxnOV/EmKsQFdzendTApyAqQ1DXGMwz3atq3GEwqeeHX/CqlRy7tvtSuZU1+ZJ1obx2MIal6pOXCCAClcfs5Tj9DdSOMb1kJapCTFRVuP7fE9GFuuQW5h0olWWAngUYClTJpI8Rr1FBPLBEfX7iqY7t/4rttdnm9hqpUSOfrdtKQaQvB2WxaYrcfIGsVa9Hs9dHdHmxsIRwHz/Ns0VwqMDjYYDiuSMsQjRlk5lpJnmvQlYywNuT+wz9K+c4p1l8xhxMZHjr7FgD8z5zB7JtDbrWBid1pWVZ0cPsSoxTdvZDUwesJ+i86zORHtni6fISf+rYNfm7yqWu6PslskfNfGYz8p/b+6+51cAZV66/tj1Ncs/7zwvmO3axdWrPHpxQiDHAqZUy7Q7a5ZenmoykjvgflIsl0GSMEWUkRbETkEyWi22YoLg9Qa03EmWXcYYRfLeM3Z0iqHnHDYTAuaTxrWL1XYUpw4rl5/IkBpTBmT6XFTNjmQLDBbcXzrNTqnI/GKM4kXBpU2fuf30zplMvTv/yGazovw3GHwqbZLVq0A705F+15uD0rHQ92coQR5K5tfDmDnNyVqFTvFrVpPSCfLNjNk4TCuRYA61+5n8JmbhsViVUHXc2S+aiI0Ybq6T4iyYgnCrYYdAT9KduE8bqgIkNhPcPfidBTdeRmG7Vnztod+gMrNT+4Fx04DGYL5IGgsBJDZD26/RtmeNXtP0N/b4lyEKC3ttFpxnsv/Rt7MN0++aUV5K3XEd1+wFoXVjvkz57EmZ3B7LQo/ukKxVuOo9IyzaiOOGiYuW6d7T1FTt8VIE+/AH7i7Vd1DpzY4HXNiAcg2L7Ot429kZJEZLYQcQYj1YKwhbUzsM8WmebIzFojcl+ShRYYFtUhbki8lsSZqVHYKBFM12CzY8niSuE9vYQ7O4HcWyFoCvozit68/VnagawkkbMDxqt92osB6amKbQ6O0Agit5LeuCHw2gq/BZMfWsWEHi995a/wwfdcO7NGahulJ3JwB5p0ZCMCW4DFFWEjCCU4scDtju7xUTwhwqGwGpH7Cl3xYLxgm1fNCDnesBa1lQ3MMNqNP73Sdf/EdyN8zxZaUYx87hxaCITrWihZsYAT+NafH8WYdgcurtkc9HrV+vWltE2xfCS5HwwxWWYbEesb1P9HF1G0ctp82yKPuvMOcRXCLcHjv2afCa+882dR7QG65NPeb5/VtdMpQltonYo1MnWQiSGZqeAB8swaajCGGKZUH4d0skRW+t+zfbmQZWzmRU4le3ios59nWlOsblfJuh7hRQso9Lvgi+ep+gBZCbKiQXsaJiKy2CEPFNFiDgOFigSli5K0UMbvGCoPLpFvbtuo1sU5BvuqtPdZK0BpNcc4EtdVZKWAeNzyf7JwmsrZIWqQIle3IUm5/TvfRloSPP6vr+2ZC6N7tm3l+QgYTtl3ktsVpGWQscTrWoVCaTVDpM9zHlRniIhSRKloIxJX11BxjFOrIsZ9tm50CbZd/I7G62a7hfeVrvuPvIniTIXBLSHtmqQ/UyDcMvjtUbPW2AGCUZJ8rISoHkAlGWJjB9Pr22Z6o04+XSf3rSIqHQEHwy1D5bzGGWrSokd3QXLDDz1A7WxG6bEV23ifn+Gdz9hkks3vfQHTH9lGFzyiyZDwYg/ZiRBZTvOOSVRsiGqS3CtSjVMm/+AZ3sM9vP81h/nkwtP8i/Fnr+n67GRFnhjsYcZrcUtpiTvL59AIIu2ylZVZiytsxmVaccDFnTpZrMgjBzG0n9Nr2Qa9TM2I9wXDGfN8ASWwzbBMPJ+244KeG6K7HqpnuQRqKPCb4PYM/rZG5ga3k1lL20aX+jO28dndV8A7ug+10YRWB7W2CcUCslHHlIv2+eEqXnL/mxG5uebn7sL0Dkv5GGLTIxofPdtrknALnIHBb0NxvW8TLPzR80IJq9x0HMtLyDQYgy6FiMBFTDfsfuvsRbyVNroSMpj2kamhsDz4/Af0vyxnYNkVwbbZZY84Q/18DH2c2P1ctYyYnoDegHx9k3yniWqAcF10uWKVXEAeOmjPDn7KFzXynME86ZCWBI1Pb3P//A9AIUROjFu179TEbh2RTpbwLu5YVlAgKC2npCVFuBYxnA4sfFSOFMOtNof+W59zX1PjP579cv7T9L3smdzmWG0dOPPXflYhxC8B3wWMTIcAFIQQ/w/wi8aYX7qqk/f360tqfUk3E57cmWD/O1/HzNwOe8otFgpNSipCYthOiwxzj0+uLBInDknXh6HEaymcPvgd+0VXqcFr5yN/laS4phBGMJw25JHDznYJIQ1j9R7b/SJSahZKLZQI6W8XkJHE7Qqy4sgD2YzIJyvIliVxZ/UCuS+Qg4S84WMcQVKSux1e4xpkJBE9ST6WUpros3pPhdLC3ms+L3d/61sRt01QOdklK3lo33Zt04JtCLhdhd92CJoK1c9w+ilZ2cPtpHjPXrR+wF4fd88cclhjsFBAaGmlu6nBBBbSSL0KwAfe/6arO8BiSH58D3GoSCrObjSe180prrQwSYozNYmZqNuNx2h6JoaRnX4kqZXvO4r+4QZRTZGFMJzS9kFZy5F+xuRYl5vHl/mRqffBB+B7vuq7iKcKROMud3/b23jwd3+I1quOAFBf3Ub1U1R3SF4rEI3bLno0sqZO37XC6qEqYa0L/9xl9iNd/pQX8ke1F5IVLj83ryJmTkBe1BBoVJiRJRL6oxeFBIRg2LAvjWi2jNtNUd68tcoMh+h2FzOy0cjL6gUpQFpisXEVTttC1dyWQfZizHjJsgJyA0KSt1o2V3gwHHEyNIMJazHYvGVUHQ4UVFKMFjSbRbY3y2zPFXh0a56CmzBfbCNHI8Kvn36EVhTC1fWWPme5A43Tt2Rt7UucQU5c9TAC2vtHXtSeJPcteVtoC9zyWglOa2ATRiolhA6QnkIm+e75aH7VcdqHDdpTVJYyjCN2O/lXutLQkpNVahhOh8RVO+HJfWHl2o4h2LQv5HA7x+1nyG5sNw5SYAo+lELodO1UMc1JposjFkZuN8SBQzzRYP12B6OqnPyJN3D/wR9GTk+il5Y/6x4SvFf/ES9/6S+RVBycSCOi1MqgR0uNNaDZY+rdHRrPNDj/fSFbPc+muO04V+07B3tbFDZzuvMOmW/l/UjrteQycG4kk3YiCx2Mq5KoYVkNFjpoZcQytZN77Y3+bGKfi6JviOoKt+/gtBzEMEF1+hij0QWPtGS901HDUvWHxVHTYlMyrDkETspau4Yj7OZZuxBu2OIv1VA5b5VHlQvWTrH14mlUDHe99m186r/+0Bc4A391HXzzAzjVEf1cwnBM2kSKxEpc0xK7wDO3bxsKScUqp5yhBfOpWO8CIYUeHbcnCZ5roidrNrL2MkNBXN2Fy7a3cQ7sQ7Q6yDCwaQ3S5sib6THy0EeHlmjORZuaYYZDG1smBGa8Zht8StrnTK7Je32c2WlMf4BwXBsn1+lazs1NR3nV7T9DrRGSFSQq0rzkvl/hQ+/6UdSqZawMjo+Te9A4mSFzQ3vRPnPrJyOygsRLbPZ6PFvFPbeE9H3L/XEd3A1Q/aubyj/ZHeOmh76FPbUmDX/AXNjicLBGWQ2ZVm0qMuZ8Zh/4n+wdZD0uszKosrpdJY8VwYqDSsDfsc0xmRkGkza2LS2C6ABakAeSvCRxtpwRvCwHrXA7VoViOTAaXBcZ+JixOp1jdfrTkt4eQ1bN6LQcph7yyH1FsNxGlVx6cw7OwJDUPIpn1qztyfcYe6JLdI0Tf4DF3/llPOHjDp+PbPV3bFGZVM1uvGC4rSms2umt0xwg4gx9cYU8SZCuY9kbQqKmp6BcJKsVWP0yB+0YystYe9TO8Kpk4gC9Y2MYJfDbBrdvRkBVQbA2sKR+pRDtHvlUjazoIXKN0xdWfbPThcQqm9R2j3RPkagmd5UXKgZnoFGj1JfSiibYtrKhbH4cVSkynKvwkvvfzIfe+SP4bUPzpga1ZzvW897sEB2epnXIw29bLzpA71s6bJyqUz7fYOpjLbbyCX5v4SX89tgLUY0EuDpbVXsY8idnb6ISRixWdnCEZtzvkWmFFJrMKEpOzE4UEvoJ3dgqZfKiRmhpAYvKNlODHYOpCpyeIK0ZzEChBhJnIHbjbAEQEBHgxPa967UgHrOA2YnHE/wzW2TnL9jv/k1HYKuJynKGB8eRicG4Ej1Rwzx+wloshbBFszFk9SLquQsE8otj1rQGId6ST1Y0JHUbmz18cIykZOOXi2vWUmWj3SGvF3aVM3Kr9fxf5CiroHMcC2zcbsLctFXIrW5T9OxE/j0PXZ09x+3nRHWJO7RNBLeb420OLGR1asxaoltWCWDWNtH9ATLwQRWs+izwQAmSmrcbYXn5HnOGhnwECRWjz+a0Orzz5K/wquK3W4u1ev789hZ8PvXBX+X273wb1bMx3vlN3KkaAH4rJfcV7lafc984ydxHKhgpaDxj6M4L0mHI2cEU5+Tnhf9+NTBpjNk1QQkhHjHG3HpVJ+3v15fk+pJuJnhtQ/1hl+3VKdbKEzw+16cYxvSHPnkuMQayvgfRqEBzrcw0LVlIlopsh27ErKH07DbF0MM5VmU4Y5Wlpu1hgM22h9NRyBw+Om7l0d6OPX3FS4C0EUWyaw1qWauFc2CfBd2Fku6hqiUDd3P8jp046wu2INq8WVG6ZEjKHs1bBH4qdj1M17KMEtQ/uYYJXNwzyzgH5unvKZGWrCzYCJC5QGYOxWaEHCR4my2Qimxzy24I6lWypUs4wwi/tICKFCJXFNYS0rEiSdVB6GvPPXd2+shSYKXrriArKDLfThbUcJQcMWIeyGbXxlomKTqObPFcr5KNl+lNO7sgISPBBDlOmOF6GbdOXKTuDFh0nj9OrxVbGOO45Obvf4CpP32C/LYj5AsTyOcukHW6JK++naiu8HqaEz9lpz0ver+VQH/0hnfwwrd+LeU3Cub+zSMI1yG++ygA567mGgmgkNumQjLSIAYaUgHGyr6TGoBkMCkRuYvfCQmaZfzNIaoTWShXkmA6PbuxFMIWrIGL6A4R/T663QHHQecaTkUUFvei60VMaGOJhOPCwiwYy8sYzFgpo3esTdoOIZZMjHeohUNOnZ+GgWL5qRmYjJBKc25tHHkxJKtlnDkwTmcYfN7P/YVWsBnjPHbaTkvHGuTjFQZ3e88DaQwkZYETjya6l3O2sUA9EVjZqRymiDjfldaLZhet6jA/JN0qsHGrw+QjV2+61i5kgbSex4IckbFt0ykPDTIWuAPLeXB7n/X3SwX+qFDcbGI810ZPDYb4WzY6Ng/t/W5cSRZI0pomWJcc/4kH2NvrQ6mIqla5/9CPoJdXkZUS9+/7IcSecfxWZlknoYecngDgXe3fBOD+Qzb6MBrzUCcUec36Zf0dQdy4Bl2fMXjNhKIj6E/ZYsoZMvouM/KK29hMIy2vIHcFvQWrxsoLGhlJisuW7J8HNgYrLdopoxoKhLa/J3IDvQF6cxvZqCHGGsjnLlBJ5xkslOz0LNB89d2f4YPLhxi7rs8dY0s83Z7h9Xd8lIdbe3l8aQ65HDD10JCk7rF5g4PXsR7nwbSLt1mnciEhalx7skOwZTfhlaWc7esV4SYUVzPiugLELiBN5FZFEW5rC7kqKgsGi+3xXC68RQ4q0mhXQBhYO8t4jfwJO9n87IbRlS5dCZFT45Bm6M1ta6/2XHTokxfd3cnZblFYKY9egsYWjsUA2e3bgl4bVLGA3tpBzk1j1jYgSWyDzPfpHCizc8xuZBf/eIt4tkIWSl728l8mv2GOpKaIK9brXTi9Q14O0Yc80iK8/4M/tnvMr7jn5+3nrVbIzl+wCqxyCdpdm3RwFcvpSrKHa5yRNU65EE+njM9am0/Fj1gs7xCqFF9muCJnzBtwsjVJHivI7bEioLgyiv270CLcKBGPebQOOBZS6FhWR5r4eC17T0RxYBVS6jKDwMqw9coq5paj9OdCBpOS1g0ZCMOrbnqaX5h9H3eM/QCFkx4Toorbz9AODKYESdmheKoEcUo2U0M89BSFkZT5WpYTZOx/+wAxiBkesOkanT0OvQU77HD6gsJGbpu3mUENEsy5ZTvQ9lwLR01TpLYNEj1Zsx01aSOvs3rGcNzFb0Lz+uq1HWM/x+1ZxlMW2mg8kY74Elst9HYTvTBGNO7idXLrkU/MrpIPJdG1ok3g2bDDozSUqNQQrPcxrkImGndpy7Jatncwd92ALnioYUbc8HhV6R9RTVLSl95EXnApnNi09/qiZ9+fFcGj/97uF274s58GIH5ZB/HfVpjcbjM+UUVkms07G1f9+eVQEJ2pMHDLrDWqNBo9jJlGG4GSGk/lyNFLcrLUQwjoOZqs75EB2hfkvkTFEOxAZckOXnqzkrgGXsdGAobbenemHG4lNA8FxDV739bOZiSbiv6MwD+/g9naxjlyECMlz31fwNT7DzMcF8z+12cJlYJalbxRRDVqNua010eN1ckrAc1jBcbSedsg/SJWe6PE4XcNWLu7wORXLPOyyZP8x/MvwdtR+Ds2ntjpOdbe24tQK+voXg9RLmOyzFoMCyEkqbUaaY2olDHDyMY2Ts7AyRYqisiP7Lnq48tCidfTBDs5ziBDO5LB3hKlfoRo96BSxJQLiEFMfmnFDnfyfLepYC4so2anyWdCa0FONE4k0UrgNzOEsSDjcGWA3O5CnnP/9PfaJvCIs/LKO38W8fRpaof38arbfwZxQwX3sTNQLFgbjLFstfd/wD53j/60tZ54D59kOHUd1fMjte5Jh2js86qKPvPZjYTRevqqT9r/qfV3yebwd+U4rmJ9STcTZJoz9XvPkNxygO5ej/hsmdgpU+jZSUHuAxW7ebWFpsZIg0wEWQnMyC4sc4PbTUZwqpzCWkLxfEBSt5shkUP1jMHr2i+vdgS9GUVSsw/giYdbyF7McF+dZLaKTHJUeNj6g31JXJPWFxuAzCSFDY3b06zfofA6ioW3Pkz80puIqy6yr+z06hq4aABHfvYBxAFB5WwV+dhJZL2G2O6QHq9YIFhiGwr9QDCYVOR+mcJqjDAlZJLjxNMW9pakNorN8ywFXwoqp7roR54m+uq7bFc+vjYC1jvPP8D9e/4ZKtOozY71j1eL9PeXycoecjCE+Sl06I78xyX7YNzYQnkuolGje/0EgwlFbwG7CR5BmMRAYcKMYhiTacVAe5zPurS0yzvf+Xu87Du+k6QkqZ5J8d/3GOLoftKSg9MH5ThgNE4vo7gBXjPhrtdaz/qn/uuvAvCtn7pAriXt4zW8+Rts1Nzp5lWfA3cAlcc9kvLzk8o8GAHiRrTspGzp2cax09dgQxBXHOqJb71+rvVZe2e0lR8nKcjc0tN7Q/KdJtx+Hb2FAtoTlJaGsNpGrmyB69pYzmoZNrZxkgrFOMU7UqN/JOEFsxf4yPAQ9x49yc3li3xt+Un2HC3zS9uHuTAcYz5o8lsffDHhmiQrgtN0uLRZJ+9ee0F2//wP4DoKigV0p4u+uIwsHsAZlNEuuEN77w6mL0sxhY3D6imCloPQoYXYGXB6qS2uHYnINNmlVQaTeykWYjqLPgQ5H/npq5dWCgNZQewWyc7QKiPcjoWTuT2onk1HE3i7mc2rIfls2frEz6xhBkPy62yj0emnpBUPM0ocyD07aTASiku2qVQ9o9n8yoNM/OlJKyNP7cRBd3qIJEVO1SxMMLZTdtPrY5KU+49bkOs7T70ZgJe94peZeAzW7rZTqNopjXbh7NWeg0GEs94moIrXtuqZPLAMmOG4spDBgY16zL0RFdwY693NQZdz8oJmmDlkxZG3vmzIi9oWHyWBTJVVgAxS20jMUsxE3T4Tzi2hljdQ4yFuT+H0FRu3lDk2vsFXTzzKN5ea/H5xiW8uNXmy/DgfHz/I/1t8ESv31MhD+7PCTybE1YDBBNROnkNWjhLspFd9P1xeux5zYOYTCcHZLXS5gIoD0tAnKwi6++zUWXUcVCJwolHWe8k2T3LfXnsMFozmCERuyE6dgS+7Ce0roq+7C+CqFTXv1X/EK+75eZLD02QFSekRBXlOvrGJDhRpxSG81Ed2hohaDVEIQUryuTHbTEhtPJnpdEcf2IDnYqIYuj30MEIPLA9E7V9k57gkqRmK+9pcutWh9PsORkBnj4PXM+SeIBqzjZVkqkxSc5G5fS7e/W1vIykJHvn1N/Dej9sMvfuP/RiO66K3tq29bbIBze5VnQOnFbPwy59G1asWZjgzRn9vg6QsuHRAcHZmiqnZFhOFHjV/iMQQZQ4mk8iBsg0jbRtlbjeFZhun00MOG/Qna1aF4Fg46dyHe/a5U/K49KKAaDpHZAKvZSGVwUoXIySqPcRp+CRlBcIgXMM91VOMySK3HFoi2a844+5DaJfhoRi16TH5sCEvh6huH/mZZy0wrt25qnNxeS3+1pspj6WI1U2yg3MEnzpF3u7gf+tdtO5ICUoxUVIiW7Gqot5iiDPwKRpbWIntNvnqmuXAALJcRm60QEkGt8xZ330u6M8ZhpPXBt376P/4YV5xz88joxTZjfACl7wSMlwoW3VCmiIrJRiku7HHzloLhkMIQ0wlIB0rEjfsPRasRwit8TWW8QKkjRA1sOkl6ZF53LUKg4qLzBz8jT7eRg99ZJF4qmhji12X8bUOeaOIyA3GE4TbmsO/YAuxkz9h1Re3v+5tiGrZqlC6ESb0mPzzU1d9DrzNIQd/r0s8HhLXPQaTVtUDMCxDPJ7bxk8pRbk5vpuNhhRYIKMLYpQ6ITMIN1LcTkxpyaG7GJKUBO7AUD7bg6dOW7ACMNE9TPtImdyFwqUBpa02ldnG7vefnRbxTYsElZid6zzSsmYuCMgXJhBPnka1i9aWpQ1qdgoTeiQ1n7Q0ShBrtq7pngBY/C+/QrDiIbKI6Qce5Oz0Xfz23gZqLCZLQwrro316qYAwBbQDxZUJglPrNvIwzTB6YJuTInseCqkkuA56BEuX5RIYs/ssutqlEnD6Ke5yE3ROfMc8vesmKLzzUaQ7B6Nn6mW+migWkCMGlun1yeslm/YQ2QFFsJkj4wy500NXiySTBWR7YJOP9s2ifZfu/gL1h9YxO03UYAiT42QFl6ThU3+ujyiEZKvrtgAsFsgmyrzgG98KwHN/aBW29+/5Z9Qe3iCZrdpkqWftTuFvMvYaY14rhDgGvBxbDr/fGPPaazppf7++5NaXdDPBpiS4qA89yvjcDMmBKfqznvX69SzcK6naB4TblchtSXHVRpkZab3X3naEePIUwnUwjoPudnHVQRonFMYR9Kccch+Cncx6swNFWpCEO1Y+pWLQoQUbuu99BDHyHPW+6nZ6s2ok87UFYm9fDqWM3qaH23XYd9cSp07MsfZdt9topqL9WEKzG6F1NesV9/4C5aO2g7lyT4H5aB9aCHjyJDKdIwvsZj4PANf6OzGSjdssQ6KwaQgn96CGGv9Sx04eshx3Z4CKPOR2B41tpuhQkJaKlM/2r+3aGUPWKJJUvZFH1k4e3GZEeuM+0qqLvxlbhkKnv+vrNfUyyUSJ3qzanQZjh/mYQIOfU68N2FNp0UwKnOqM84be19NJfM6en2J60sGJDXkgUWN1tFIUnlyxBVhuY4G802t4YUA2XkZmhrgiufWfPkBhMyfcWORjb/8t7qx8H8NxSVqAcPXqIVhqkDH3ZyvPx7wFPtsvmCapWFJyXAftG3RoUH2J1xKUlw2F9RS3HaN6EWZtE6daRu80MUliJe1Jitxqo7d2MNrgrDUpuBKjJM5T59FxbBMxhhHUqyRTZZovmmDsqQG5r3Yljv9s6n300oDvnfoAHx0cJh2NLQsyoZv5uDLj1tvO8I2Tn2bC6fCGp76R/sDH2bm2R8r9e/4Z+foGau8Cyf5J3M+cQngeyXSZ4ZQhL2n8zdGGNYFo0kYcptUcmUqCDYkzhNIlK/c3ysNf6yO0hqVVOH6QwbzmBw4+yJHrV0Y/9Rp8miMFTFISRDXB3Aea9A5U8DoZ3XmPcDvHayYW8pTaDZkcJDjNPmZlHaYm0AsTJFUbH4kZqVRyY/kBvqWlq9gw+ZmY3JcWytnukW1bebizZx4Tx4gRdVqeWCJvt1G1GsJzMUmKnBiz8LzMHsP9E9+ND3hZRmXyOtyeofrU9i7D5aqW49rm1ScewwlDZKVMvneKtOIDiqxgC2S/Lag/smXj7XJNePtBerMe/Y5LHo4yzYvsRuiRCfzxIdXCkO5UwNZ8gahRpjZ3lHAtQpy+hBxG5HmOybJd+5YTQ90bcH3xEt9cso29y/8/oXK+pnSC/xrcxea4QfuGYE+XM98RIlSEWvURB/eOGqNXf+/ed91PgBLUD9XYul6RFSTOUGNKIZw6j5NlTFxasPJaynS+LMP4OUklQKaK7h6rQqucV3hda9XIfYHOBYX1GKc1RMxMM2j45J4gLUrc/rWRB7WvGEy7aAWlMIBhhJqcQAxSgiRHLm/YxkGtCq5jJ8vCJouo7aa95mFgJ73VMsZzUFstspVVOwkLfES5xKVXTzGcyyz1/eEaMx+P8TabtG6oW5J8YCPqZAII2L4+tABOxzZO47o9Jwff/ADGMTSegupECRfQK6uIWtlKe0tXp0zIqj6DF9/KYMICOsvLKeUPniA/vIekVERol+1iEWNgtVeh3SmQ73jUn1G4A0PQzHH6Od7O0E5UjSFb28ABwu0yaVGOOEOGPHRwN3uIgovbBRUrnMgm8ziDDHP6AnJ6AnNpjd69E8QNW3R7tZj/eOFevvr477HUqRG6KVkR8lDz6uuf4i8/fTM7xxTtfWXKyyUaH3Wsr3/688qP/9r15S/6Bcy3e3SbBfJmG6PmMQfmwVPUnu2ycWcJWRkiMhutl1QkgwlbBHbnG7gDQ+1kgDNSxelOFz0cIhs1dMm3UF8M+JqJm+yza/vhqas+zuevX4AzIvGrXkwwTBCnL0Kjhh6rIPuxBVumOfT7VpFXL5KXfESu8ToZxQuRvc9HihuUbar53SF6fYPBS65HexJ3RRN+8iTDe4/YpsUHnyL9smMjZUqC24ltIyHNqZ6JRhNihdAe8XjO4v/7FkpnFeWBbSj3rptg+zpFWoTayTr89tV9dhP6RJOhtWIsRVT+7CRi37yFUYceG7cXiOsQTQnyXJAPBcV1gd+2AwmhbYMXYwg3U/ylHWh10Nvb1J6rE996gOGki/YdVODvwljFY89SO12C+SlEu0++toEzjMB1EY5DvjiN9iXux8uYGpgwJz0wzXDSp9xfgM0mIvBRhZB8ZR2lJwkurlEqH0N7Cmff/DXdC4d/8QFkyaGwBqoTYUpFSkuCvingHewyrKX4bZfMF0QNQVKFpGbYutml9uwCU+9fsRDyThddLUC9hNxska+sI7IMcWAPecm34MUj13aMYJUJcVXQXixQG/cpP7pC+ZkdktmytamOUnpErYoohBa2m2aYtQ2bHDIxjtpsUchtM1d2B5id1m4zRw4GBL0S+fkl+/4fpshhSv1DNqbzcgy8CVxEqq2q9dI2FEKcPXNkS5eQroMsHUSYgPY+2/x/VekfcfEHb2b6wRjv0yfIez3UjcfQgQOf+us/qxDiG4GfA94O/CPgVUKIPzDG/LdrPoF/v75k1pd2M8GAyTKk65BdWsULfDBVBjO2uNPOCBZzUTLxSB9ntUV24SLqukMgBPlTJ1HTk5j9e8jrBXJf4W0PEL0h/nsfQ4YBYZIiDi8ST5fIQkXh5Cah62CkpAoMDtbsZP3EOeKvuB2vlSAyM5L+GgZTtjgY7M3ANXzjjZ/hgyuHGCQeP7b4l/xM/hrWxiqUCjFRu4BcDXDbEO5c3Ybx/iNvwlGSnetD7rjrBA+d2Yt4tyZthJgX3sDmrQLt2FSCPDBkJY3xNWM3bVJ2Y05tTLC5FTLxKUXQBKdeQEYpxljJuNruYbablpCcG7r7bGH3yf9+dR6yy0vvNDH7Jgk+/BT9V92Idl2cSDOcK5KULLjMa0nykk86XSQPJFnBgiDTgiAaH8GvfIPxNaqcMlbtk+USJTSXulU6g4B44CI2fQqrgsktQ1S3G9lSOpLvnr8EY3VYmCZ/6iTO9OTIOtBFLi1TejChtn+R7XtmSCqStBjyjn4V7dlYqNwDsmvY3KeW5E2pYDOxt3YIdybozTkkNciK2k6PnxIErRyvldmEgG5kky6iGN3tIrNsN/4x396x3sTYdtKdw/stM2GtY5sH4w1bXMcJ2d5JZJzhbvTo3B8Q1wrMfmzAzMf7pE95/OSBryHRirW8yg3BRc6mNQ44GfPeNh/JD/GxrYM4UhNIO9np9QOyvkvhKhU1h37pAbwO7NEaNdZAr23gbmyx9Q03kBUEvQXIJxLoK4orzxPz42MxWV3QaPQp+TFrD87iDGE4LlGRINzRZLUA7Ur8bMrClFrj/GD9/NVfq89al+n8XtdQOzVEdAaUTlmIk38JzMaWndK5ro2GTVMLAQtDRBhYonKaE17q2d8PPGRuSIsKr53ja0ub9nZinK0exlGILMd0ejhHD9nirj9ATU7Y2EulEGN1nJlJovkqbjdBduowjBFJxmB/jZe/9JfwGjV0OUCu7TDxkFVS6Uur9t652qUkerKGGrOSZf3cGZKb99KbdejPWlVF+YKhfG5gYztv3Ie73sM/t03uTYBwSEpid7KWjexXVFKma3bCetvkRS6MNzg7McbaRBm3V6Rw/DClSylZURFsJwwmFP1jCWrL5YlfuJkPHr+Ntxwb8nXXPc6/nHyQUPi0tOCoW+SPr/sd7n36jai+ZLBWgtBajCpnBJwfbahmr64gu+V7H2A6SSFNiSsNormMsWckhSdXLMPkwB6076LzHHVxk8pkSOt2xcxMk9WbJT0nR2cK0XaIq5K0KGxzRdg4N6/rIPIAeWKH3vR+onHoL+Sc/96rUyVcXpdVIl5Xo0u+jSXNc+SFNQttBatE++xL3bMeeVzXFmflAsZV6EChugk0Khbc6DrWqhA6OEOY+KRtpOe+YTjp0jo8hooN7ogjETUEgzmDrmaIntpVl6lIkNZzEIbZhR3WTkyQlCTaV+Snz1kyvyPR/tVvXXIfNm5TZItDdKIQn/AI+kP7m2LkFV8OaWYFgm0YWze4fU1xqYtMMshzRKbJq5ZPYPIcZ7xBtrpG8eI4ST0g2BE28lkJxNo2brPLbK+OUYpoJmTzJgfthEw095A9fQoZ+Iz91qeYnJpEz4yx8qIKK/NFvlZ+IwC92MdvQhZL3nP6KKKYIq4fMNgKcYYOeJ61dl3l+Xil9w8Rtx/HKaUsTOzArUdxHjuNPrrPNu7PLNN44jj6mSqehLgqGU4K4pr989GYwesIKuekLcjDAKmUVa50ushhRO1ZSVSvMLg35b8d/y8A7H/l6lVfN8CyPB48gb7rBnqLIYU1hbe0A40ayd5x2yx3lW2eZhoxZnlLshdb6+lgiBkM0b0+WZ4jpEA16vY6DiP7fgSCDz9t43sBEfiEnzxlJe9hgNNO8HuRVZqFzq7qDWGfeSrKKS6D21X0FzQqhdL5IabZJq4ukN7Ux3Uz2vrqrR7ak6zd7RJP5ogkYE/9egqPXyJfvoSq1ahVDpGHkrQoCTdSwqdXbMEpJdn8OHno2EZeQeG1E/LzS8hSCWf/IvQHBM+u4LxvBefgfgh8HN+DcgldLTCcLBCs98kXxlG9PrrVRk5P0r9lH4VPnKJw3qHwXIn1l82QVhVJTeC3Us79gzH2/MtTqHoVUa0gmi30WBWZJOS+TWUyE1fn533Jfb9CNOZQaEiiccnhbzvBZxYPkzZqOE2DcSF/toJnwG9nJPMOWQDD/QleKQEBO0FIHszSeDbBaxbtuQH07BhOlqObLUSU4i5tsfmahV3A6rWs3LOKtfKyZjCp6HzNAnO/ewKn7KMW94AxmO0m+cVlG10d2/tQlUo4U5MWFLnTgrVNZKNmrRh5blUVUWz5Ne2utWS0Wijfw4zXGN40T7AxtPsFCTLKUO0B2ViJfGYMYQyy2UMVCzZ+Njc4kSYtS/Y/8DYO3HSIcAOyooI7jmAcwbBo1Yd/UzMB+DHgXmPMphDifuBrgU8AXzLNhF077f/h9XflOK5mfWk3E/Ic3emRvfBGZKbRnzmB5yi81Q6kGdn5C7tRSizOkS40SK6fwu1lDMc9hvfcDWJEpm3npEXJYKaGVjWyl8+SVMFrW49jZ5+wMKIvmyXYtJ7o+rM9vGZiNxj33GDz1TNDfz4kakgmHm4z0bJT9ZX7ZzAK/uLEC7j+q09wsLjBpbROP/F4zaGnuKFwkW4e8JbOqxlOKyoXr3xieF/j9Zz+9b3cNL+CeWSM5/7gCHvOZKSNEHdnyNJX1HG7EK4DAuIGeDuKxrMSupOszDm87v95D1tpibcndyOHDlMPS8qnYkRnAN0eJknQwyFGG4rvfoLiOw2iGHLfb34X79r6jSs+1pe9/JfxHj6JnJlCrrRgZoryE+sMjkwgcsNgyj65c0/Qvy1EjTKuEfbX+KzTkhcM7oxNGQjdFCVHk2AM2/0iUTuAoUSNpu1ZIPBbhqCVU3x6w2atL06jmgPEVstK+7KM5JglCMpEs/KiItMPRdT/+HE2vv1muvsM//pHvoXpDz9L9yWHSSoSnj19xZ9/dylpZcI7Lcz+BbJagBrklC8qkrZg4pEBIsrs1NZVyChDDGJotkegRYk8dtD+3tI6Jk1tMd7r2zisuUmMMZgzS+gbDzGYm6R8ook5s4RYXMA5fckS15Xi4Js3EY06K6+eRkvwO4bg+6rI7Ta/7r2MZN8EzUMBv/tPnmaxsM0gc1l6/17ym3qcGpvi68pP2EjVaoxRV/7m3fuf30xly2X+nZt203NglpUXFikvGyY+vEp0YJyJf/8IzvSkjUibmgAlyU6eZfpjRxjOlYh/IOc793ycPwtv5snVGZK1AuOPCJKyxN8xqDgnnqugxo+y7y1Pcte572bzNkNtscVjX3F1l+wF3/RWgtxYHzuWTZIuNHBPLIPnkS1fQvoBolaxk7quZVkIf6RcMQbR7SMGElMugBDIzpBgbYfgssQyTe3m3PPIZmp2etNLkL0Afe4islGzm9fBEOF5mDhm4+WzDKYh2pdQfqIElJj9YIvOsQqFNbuBysZKGEdgZsfJyh5+N0J4HqJSgqt16aQZcphihMCcXUIuzBGsdHE7PhMf7ZKfu4C87rDdKLkKNczIqyHOuRbhR58lXJwjni4TjTtoJdieEuy5foXj9TXm/BapUUy6HXyZ0YkDLk17ZEZw9FVL3Fk/x38/fQcrSxUajwv2/qHAf+9DnPyNW/EqQ8xqgQ/+u7v5SHIXwzFrE4mmNB/++reQVzPGH3NASNoHFLP3LHP29mlkdj3htrb8hytce//zm5nqOxaS5XmULqWIT7iU/vwzaCGRC7Oc/7oG6dEB4WfKTDxWoHhqh2M/OcB0ugR317n0opDJu1ZZcWsMhE/jcUn9ZGajbUuKaMxhMOkgF2+jdjpC/uZjbL/ubm79pw/wyH+4cnL/fTf+JCLTqMkSwZYFmyIlhAGmUkSsbAJYIJir0IFLWnLIQ2UVXxKSiiR3BX5H2+i1zJBNW26DSjQqtt81owTjj3RRTXvvp3vGiesucdUCfK3yAJL9ET9755/yisISk8oWFL/ZmeIXHno11eqQqXKX8aDPGhOkFchdiev7SCkRW20byntZ1XWFSyaWbzRMQvwmTH5oDRMGOMtbzHSHiHbffv8C3z6X49gm5IwSKsz6JsxN058v4IzNkweSwqUBcs80nYMlnMjgtVOCjSEizcmOLBCPeeSeVdAkZUHjWU0WCi6+eozC7Q3G/+IUw1uuIxp3qX/sInO/tYyYGIN+yrmfnEHVEpwClC5C5WMuScVh5avBG4vo3aEYPlsnfKyDWN++onOw73d/ifrHAoY/egcv/drPcOqhmwl/sE9yrAHDIWpli8sRopPvvQiuSzJbtVT7lTVkGEK1zMnvniGa0LQOBtT1DO5qG4oFBrcu4PRznEEKn3mWyUdynHfMcP/rfwSu68JDP8uJr7vyAcSrbvtpaxdbXkPVq6SepLASIwwke6wM3bvUhji2jbBhRHZpBWdsDFEukY9XyIsuxqnbaNEtS/Zn1AQ0cbzL+RBSQCG0aq3VTbKNLZx9e9D758kKNo56sFCgP2WBz9X7V/nR/e/i+99nldz7/yinei5hMOWS1CTlpRz17HmQknA7p/N0EVIobV3VbQtY1Y4zgLwjKZ8X5K4hOTCFOTLNoOaSlMQoBUpjXEk+P446v0a+voGYbiAzTVp0yALJ5i0lypO34bZTu1cOQ7tXnp2hdfsk28enycqGwrJVslaWcqKpIk6Uk9x9CJVq+tMe2zcIFtuLyE88Qf/e/ZTWMuK6w/rtkvIFRbwY0/r2uxh7aJv+wRrRl01RWE9R9QUqZ/rEdX+3kL+Sdf+RN+E1ipx/jeK9r/lVWtrjB9/4/RTmBcPMJZ2LUZ7GfyjE64GMNWNPDiws9A+H6LEK576mitgX0b41p3PQwWtVaDyrLYOgk4OYRPUH0Gyj90wx+2cX0avryNkZeMuVX6/jP/kATh8LuowgqsvnmxKei/n005iSlSKbLLPsqqP7MWUPoyRpYJXRYD+HtzPEJBnUKjYychhhtq0iFcdBuD7ScayiDNs0ah0rk5Qs78RvZxhZxG3HbN5RJgvBGVaY+I2LqEKIOXGOQmuc5JVWheHs9Jn4VITY2GHr/oPE9cvQx8/7saUxZnP0z8IYkwshvohWzN+vL6X1Jd1MMGmGGquQeNJmuoN9SbS7ZNvbyDC0BXAcI1c2EE818V54C0nVZTAp6c9ZKFZhVaAdRXfRTstkDuGaZSX057AwsLYFgyV1aB+xU/1orExhw1A5OySpOgRbCdpXFsI0MPT3lpCzRYontpn9n5fIxyuorQ4PzR/i02N7KJUiOlsl3tG+CY7BtNeisdBix9S49PIrOwevCl9L/OLrOfSmTbau20d9VlLYyglW++RFDyMEsx8dkAeOlV0L0G7AcAI2bgMV2UnSycEUL6ye5D0HWjRXK8QVRVAPkQUPJ01tVE2paJUg9Rq62bKe/KtYL3/JL6I++jhiYgxdthLVdz/6L3d/T/sKoS2FNyvCKO6bLLQ+YiceXXeJbSoIKxMP3ZTDtQ20kWgjuNCr4zo20UGnLnlgENp63N2B9SIPD46jYs1w0sOv+ARP9213d6eJ054kq/q89xM/ycFffRvdPT5i/iYA5j+QWdm5kOwcUxRXDUZffRtRBy7x8TlUP7Oe5ZKDijRZIHCGhuFUQO5LS9buaMKljlVM5Dm63beAzHoBkWlMq2ULyyQlu+MoadlBphaq4x7Yg3N2hfJg3DYeJscxK+vkvZ7dGAK600OmGbPvlgz31ojGXZbvGyPYaTD+x8/gncqZOmlYOXWAT7z6OHo6prYFjX/r8Bc/dT1rSY1/fN2DrMVVHq3OsfWxmSs6B8IxzP/uSXR/QPfVNxJuxMx+pI8OFGiDtz1ETozZjZ5S6GJAVgvI9t3G1o0u/cWcRSflQjwOQLUwZKvqEDUCvA5E4549D5EmCxXu5DiNJ7tEjQqtcvGqrte9X/cWdEEiRikEAO/78I9zX+P1UCmRLS3jzM1CuYgRAqG1jYYVAuMpRHdgIYxpCllurTtSgdGY4RDTH4LRtngJfIhi1FNncRo19NomjDeQNQt+vRzNl/f66BffzM6NGhPmeGse0SQEG7D8yhqFDWN5J1i+hvvMEsPb9uFvDaHbgz0zDOZKcOGqTgUmyzCrG5gotiwTRyG6Q9TFNVAKtW8vtLoQJ4gwxFQKpLWAfHEa1R6iT54j6E7h9G0xkPsFzten6C74/NzRx1hLa2gEFSei5g/p1AKU0syEbVaiOntqTbyxLc7ta3DhYhX5ijs59gur6HqJE//YMPvas0yFXT70/psIN2DfOxLuLb6B4tiAqFFl7l0bGDHBhdIcjoGd66GwYhsJ3hVaz4vnXBqPbnPqn86R1TMan3FQiYFjB5HL65Dl1E5qdtwCpUuaYLmNWd9CTI1jxmt0511kBmUvZmqsw87pKZzI5rsHlzp4oW/vm1wTTQakFYfizJQFCV/Fuv/Yj4EjYXMHVQowSvLhv7RAzlu/+wEmPt2ynu48x0j5fCMhkGAMaVnZNI7aKHqzYL3zfss2eLUDbl+SeyCKEic2iNRBRh4Yl968T1KxzzEk9BY1pX1t7ps/xbeWd4DnJ5P/pLLO677tx3jj49/EHz95M2uViNLeDkmzRuH0NjrLEDNT1mrRbJNvXVkBfXm5/ZzGsxHdvo/fyjEjKwfDCHp98m7XJhEoZaXHhQLJkVlyX+EMMtzBEHZawBgq0hbA57kYV9GblSQ1qJ6WFDYUeSDx2imFc23IDboSEDd8tCvoHnEItkbKxTv3Eyz3iMar6Ika3TvtZr765BaH/8uQ9qEi7f0Q1WH80Qh/PWfuTyqsvNhHV1O2bvBYePTK3z+NsR5jj6XM/NoFnvy5mzn2iTMwVsdb77LzzXdSWo5t3GOlRH7qHGpyHG9VEC02YLGBdgStg65ViwlDUrVScHcYQeATbNpoU4xBuI6NwpWS8gXD1tTVJU685P434wYuQhtUYBtX7/+Q5cB8+Yt/EZEb+/4LPYQUmM1t+y4bJT2ZUkA0ExJXrPJFpobAlTj9EJFZO4TsDO1keGsHZ3wERiwWML0+zsQYpuAjk4zhXIH+pLLNyTGo3rnJzx78UwD+5L5/w9e96/v5wHvfxItf/Wacoabx9PNTD+E4FJ5eZzYax+kmyOjqWVMqMdRP5gwmlbXHAUnNJS1YELDMbDKZExu8nRjtKZTj2D1NoOjN+2zfYJtapWVIysrug6YmSAsC9/YZqg+vUrowpD9VpB/A8PYBjUqf9W6BbCugsOJaaHnBwsu9FvTmfepzM1Q+egYKIf2pBSZ+4xkG9x5m4kMe4x9ewTRbrH/zOHlgUKltINefGOAEDrmWtrl5JcsYll9e4o6bT/LaN73RRrobQzZyOzmrPtozxOMQTUDzmEvtSBdHGjYuzhAuOeSBoVSOEMLQiSpo16punKEhLUhU0cVxHEwckxc9ugfnCNfHcXeuLhIy960qQY2sXABPvvUNvOzlvwyuY1Nw2h3yvv17nUYdLa0Cxyj73Ne+Qjs2kjOtB7uRqkaCMFXcds2CpqN0ZKMD7SmiCd/Cb421NCdlhddTBE3NcMJl8PIujtJkH62y+oN38eRb3mAjJYcRR/6zBcnp88uYmw9jNjZx+wfQjsDradzB51XhJkKIujGmCQRCiH/H59Mx/P36v2p9aTcTyiF67zThI+fItnZs7bm8gqzXUNWq9XS1WnYyODuJU6vCyUsM792PkSNPumup8EIL0rKByYh6vcfWdhnTc5GJQHuGpGoTIXQjQbkaP0jo3hgyXHcpLQnClSEyTlFCUOlE6EefQdVq9F56hGixjoxzvPUu+fIKh36nQvtoicFkSNGBcMvh8elZSuMRL5s7xduX7rjykyAF4WfOsf71R5j6H6cojEBIptvDHUV1uYUQNTuObPbR6xvMrM7RumWc7eOStKrJSnCxXyOtKL5i4Wl+d/1uK1ENRpO6kb/KtDrI2WmyiQoOICfH0avrV3yoKsqQoynP58TyYKPQsoIi3ExRicNwzG5AhYG0gFVUBLb5g8E2GoxASIM29iE74feQaNaGZVJHUa4MyYoJUeQS9Qp4HYHMbKRXZ68lh0sN5dMD9MwY2dE5nI88Bjy/acmKmvZ+hd+EJx54A6+49xfIix7sNO2LqCJIXn6z/RDv+r0rv2xJzmDSRTseRoHX0RilMBKGNUH7gP1q+k2ryAg/uU62Y20mALrdwV1pkU1UEI6LrFUxY1W8M+s4m9vEL76e4ZTPYMYnmCrhvO9hnEMHMIUQM14lq/jkBUXh9A7x/jpxTVH+vQcJs334H16lPt4gnx9HH9lD50CR6nMd0rLD4d9Y59R3TlvI3naf4VunePs3TvL62z/K9cVlHt5a4Lmf+cJT02M/9QCq6tK99wDhWkTl2R3SiRKqH9M8XqdYnCJY6WEm6mSNIu6lJrI7wFGCSy+pEk3nOPWI7X6RTzf3IoXhtsmLvHv7OPGYvV+CprCNhILE7efoSghPnmTaP07uFTj+4w/wzC9+4WN9+Ut/iXTexxlqCiuRlTyPligV0eNVnChGb24hjbHT/mwUSRm4aN9FxRmkKXpzC50kqHLZNoDyHD3idTgzU+Sz43QOFdGOBWL5OynZjTOI1E6D/Y0+4tIGJs/hrhtYuzMAN0Nkz29en3zbG7juRx/AicwuVCotKrLb9yO0sfn0WttpRHz1flAxsnCIw4ukYwW0Y9MtwvM+2bMnUXGMmJ4kn6yTVe1ktnXItfFi3SLlWgG51sI5vw6uQyPX1J9T9PY0+Lnv+EpuH7/ILaUL3FI4z7y3w5+YW5DCcG/lFArNu8++hmTg8srjzxJPODyzPUU2WcW4kmO/vEz/yBzv+1bBkbsvsFBs8en8JqY+Ysi+KaP/wi7Zr51lbH2L3DvOYAa0N2I2AI/8+he+H+5814/T319j8bcusPwHYxSeUVRP90nLLp1jFWqtLnpjk/LvX6Q+M4XebpLnORiNmp4gr/hoz4LiVjoV4sTF7bDLZ/HGiqg4RyS24DFSsHmjolJfpH4iIhrzuOcb3srH/+gLR9FGe2rIVONttRDPnMEvP1+85x4M50oUcmMp5lmG6hlyX9mEnMtQW20wwjZ4k5qN08sCYSMOM7thNh4IY9M6zJiCvQEyM/RnJFloiw8nAq3glXtO8HOTDwF/89DKtD26ndHvT+Zs3TNFo1qgs7doo4T1GMHOHnjPH3zBc/DZyzu1xth5F3RuJ9mNOnppGeH7qL0LZNM1sqJDICVmpznakEuiho+cWqSwFlF5fIO8XiI7e95aj1zF/B+ep/nivXQWBf1p2yiafCRFtHrojU3Uwhyq4OIMDIN5AVoR7ECw3LP7im/b4nS7yKHXPwX75snGSiRVl8qZAb3ZIkETkkZAcGqT0kfWmCgdpX3AY7Cg0fNXbs/ZPldncnuDja8vUfLXrX1lp4WZGqP6Bw9b0OkLb2Hpq8cpro1RWMsIlzsIY9g56tM5aJAxKD/HGBhMG+IlB79RsbbRjSIcW0Tt9MmThMGxSeKKZOLdF0jKi6OEoi+8XvqqXyEPJaLo4vRS9MzY7u/df+zHMDOVXQi09hzrfx9GCM+1z6diAR14xBVFXBWkZVCxwEiHQIAzFDijol40ajjFgi3utnZQ1Qo4DsnxBfozHiqB/pSku2iZK/fe+Sz/Ze9HAPhQZB8c57/Lpj119rkUNjReT/ORP/1h7p/5PshysgsX8S9zSPyrH9ZqR1A606Gw4mKkoD8fohKD38oJNzNrz01zK4sXgmi+hDkwhVcIkec3KesJ4lrB8r+ahsqZPqo9xChBPFth6waP3J+l9o7HCQ/cRFYQ5Ptzpktd7p66wN4btvjg5hHOfHAfAP0FO5gazoAznKP8yXMMj0zRPG6IX3ec+Xdu4QzLmE4H4XvWkjoXEb5LMpjx6O9/3urx0Xd8YdvW/YtvwOy0mHh8nN5/MLj35AzHFIMpWzTL1Co3tCcorEFchWgSci040thib6XJI+UF8lQyVuxzYW2M6tOK4rpVWgltcHo5SEiP70Gkmu3rC6QliGoh5RWXF3/Vr/LhP//hL3isd37H2zCHxe7QS3+W4E2muVWD9SJEtYK8bFkwGtmLrQLKd5BD0KHPYL5AHghEZuOojcDGexvIyh4icBA6YDhpm7adfYJoNmV2YYvNVgmpDPGZElkJtJL0Fg0Hx2yCxgqfa7fRs5OkDdvw86fGyaTAGbPfu6CZMxxXpIXPq5j+Pmx3uAn8d2zA2ZeMxeHv0xy+uPUl3UxIS4LVF1aZ+rVnUZUyohCiW3ZiIctl6wMVEuF56KJPtFil8LGTFFYjtBPQ3S8wrs0G9jQEm4JB0eWmwyusFits9Etst0q2i9fykQMFQ4XZ9kijkMYFq17o7A8It3LCD5whuec4KsoRd9/EsOZR+LOHEb6PrNcwtRLDV99Ce7/D2FMJtT95Bo4sIpc3ePbO/XTjgK9beAzUld1J9x95k22UlEtMfmIbMxgS3XMMt5siHzuJXt9ETU+id5rox7bI772J5IYp0qLEb+aApLKvxcvmT+HLjJWkzie29iGElWVVT/Zs5953yMdKxDfM4O8kYAx6Zsy+vNY2v+BxXl7ymXPoKLZyyrHn45Hu3/dDqLEKZsJH+7bLXtjId31D3XllN6kOJEXAjAoAZUiGLptZCV9lnBcNCk5KnDsoqVmsNekkPktRg3Q8ox87lovRNezcZJUs8+8HuT5SWFRneU/6+5/3M4iHnkYWC5ibj1K+YOjPClZfMNocvOuKTwUIQfVPHkPOTJFPVRFRRjJRoLysGY47DGYhL+cks4Z+y8HrHqby8CXoDy3kqlbdlfmKI/tgdZNotszOy8cori9Q/Z9P4d5wgP58SFJ1yL/yTtRHTyBqFfSpc3iBj5gct6kdb4w5VtnkY3MvYOFPVuC6Awxminh/+TCqXqU2mCQdL9KbcVi5Z5rKGShuZLCyQXa4hmxKnujMs7ewvWs1+ULL60C4KehPK4p/ecL6NE8vIWoVxh5TpNUAnj5NniS4+xdp3zrNzjFpNwwKitM9stxONNZ6ZXqRz/ZI7XK5I+9EGmeQkxUU5rI1ZM885lNPIl541xVfKu1JSpdivLMb5Cvr6Pz59CM9VUc2bdNDb24jBkOEMZZgHcfIStlaE7Q9L8L3kUJa+FK3i8lzC68rhOA6yCQj3MrICorNGxXBto8zNBQ3ctym5SDo4RCTpOShQ2VJU1mSrL5Ec+pNzxfCT//KG/iyb3nr53wOmWj8c1vkG5sW1nRwD+Yacr514CKKBQZzZbKionVAMpwyFJfHmXMkotnF7DSR65s4xxbRNR+ZQH8GunsEUa1I9ZxH4YlLZBdXUM02YnaK2k6f7f82yV/cPMmDR/dytLHBG2fezdcdOk1JePgjxeSnDz3Fe5aO8Ovzn7QHtAeOv/J7cLvQ+wcL7HmPZs+fwLm79/Lc5BwffOObeTqZYD2rEmmX/3n8yxBJzmB61JwU9nlyJeu1n3oduZni6IEV3jT1Pl42cwtpWaDdAsX1nOKlGFMKkc4U5sKyjay7HGeLgt4AWQkIN3NkIsnXGgTKFvZCQ/X0AGenP7IbeGRVH5kZgm3oTwsa7zhF+uJjV36tlCAruOgb9hBcaFrgFzb+q7GuyUJJMlbA6ScWzAWIWoAwChXlUJFoJXeZBto3aN/CzFRks+rDbYPX1bidFJEbmkdD4qqFv3kd+z+hjf0OOoZvqn8KX3zuCZfTJ3f/+S03/QFv/9jn3rvim7Y4ff044ZqwDeYyqKEH77niU2FBvcMhZryG3NhB1yuYwIHaEbQjcVZ3kI+dJJicIFkcw+sPcB87gzy+iCq7NI96JOWQ8U6MurBKJiTpeJGd4wWcYYX62x+j/z23AJCH0DwSUC7N4fSm2Lw5YOI1F1ltVxB9GH/5OsvT01Q/vIEZb+A5GS89cIqP/fObmH4wJbzQwrnQZ3DDHLd+7dN89PEjBE2HII4RYw2C7QyhHTZuFwznrsx3fvAPf57G40Xy80u0/uGddPcIFn75U8hSieFcmZADGM8hKjpULmhkBm4/Q2zs4McZxdoEgxmJdg35to9MBM5wFPdaDqw3PggQ8aiRmucUHr1IoVJCb24x+54Smy8Yv7JLpQ0qNgwnHLxA4gyff+Ym0xWrhuimkBtwsCwg30dMjaMLHlnRIytYtZBKBFnOyGoiEcYhH4xgmQUP1Y8RWYZJEpw9c/bnuy5xzSX3BUlJ2KbjTIwXptTcIT+4cgf/evbTvGzxxOf9HPneKdSZFWTgQ7sDrosp1K7oHHzO3xPAxl02wlYlmnSUgjOYcAl2coKT1tqrW21EGBDIGVrHq3g1l3BtiLPSZHq7hy5ZhYc4s2zVN4GPd26ZwtRNyMyghxHF1YTiJVijzIlbBeN7evzB+dsY+1HJXGNIdzFgY1/KDfsu4UjNo3I/xx71LeeqKQg3DSuvGGfuj86zc/9RGp9ctbHBLQ/3U09SPbJI+2hl1BS8ss9vdlrk/QH+ut3/lB6+SLE/YOerj9M+YBXFbtc2FYbjVj2RB4bOuRqfOlVHzVsFgPJyVlpVTGL3gYXVCKc5sJyQZpd8boz+QtGmankwmLMpROu3X3mpFFetPQQNXhP0Z/G53bPrVlnlKAsJHfE7yLWN3HXdkZrRQWiNSo3lFGAbuDKz+5HL0HEVS9xOQlqUDMcFWWgTPWZLHdqDACEgNrZOSUugXcPJJxY4fONFnnzL8/uFdy7/Gq+65ac/53M4F7cg8Kl+conkwBRbN4W7x/LXXiNjHvqsf/65Kz5hf7/+r1j/25oJQojfBL4S2DDGXD/6tZ8BXg9crkB/3Bjzl6Pf+zHgO4Ec+AFjzLu/0M8wCjrHMur33UbwgSefJ9A6ru3wVcuoNCXb2sHZ7OArSXzHQfyHTlFwD5CXHISXo1s+SLuZIxVcGlRZKLQYD/p8eLOK2fLtC6maU5roU/6jCjLVlP/0EVCK/qtuxO2kyGKB3Jc4/cz6k11B/2vuoLNHUjtrSdDBZszOMYfVL/OYj4+gBql9gHiaQeIihQZ9FYR1KTj1T+fY/8ddNl97I1EDct+ldvAmiisp6tFzyNlpqBZoLgb05gSDxQx/3aVy3tByGzzoLdIIBmRGcu7CFNVHXWbevYrZblpfbaGBs93DWd1Bb26jbzxEWvFxugmqWr7iQ817Pbj7JtQgsTLoyyuKkf2YuFrBSKidijBSMJj2MNJ2nIW2VOJownbEjTRQzBFAFjlc3KqTxw7Kz9CZRAhDr+pT8mPygUuw4iAT6O4byb59TfGcS/nRSxZqA3zg/W/6K8f8N8HO0lrI+J8+R/97jhE3rh7AmBUU3ZfdTGmpj1prYro9glUHPTOBcUp4bQc6DtGeFN1IaR3yiBp7LEH7z5+yvIfVdVStRF4JcVyX4FKH5O5xhlOScPMI3kMnEbPX4XYz/O2I5dddR9A0FDZn6E85TH5gBeKYMxcWOdOfY+FkhimFGEey9ErJ+PhdjH983Rac2jDxcBuhq+y8OKJ/NmDxPUM6exXa1awPSmgj6EZfONli/+/9ItXMTlZ684LNb78Vr2+z18tne2Rlj9yX+BPjmPlxorJHFgrSiiGa1lRPKLrnKmAgrqf0XI0Xpuz0CqhLAeUlK2nNfYmRDn4zxdmx7JJktopbOExwFb7V4bhD9U+fILn9CG6xQP7c84wMeX7VgjDrNWQY7OZWC2GTZtAac2EZUatiqmXM5rZNDQFwHAs0nRy3GehlD6METjfFX+0ybDRIKpbs7zUTZCey3IT5GczGFsNJl/aibQac/66/OqX+5O997q+97OW/jNneQR49AK0e3aMNuyl94srPBUBSFwyP7yUPJSrWFDYE0SR0D+VsDBoUNqpoRxDspHifOkEYBri9eZbHCkRzKXp/SncxZCZYoLAyjkkyBvMl2nsdZj64ReNxxXPf3aAzDPgX6VdzY/USn9jax77yDr8x/wnePPUoNxQu7h7Pv2ntIa1YK1NhT5elV5Y5/Jsd9r3/HHo45Bte9yPMf/sZXjf7Eb487PLr930V5UuatGIorFrYYXqFHLBOGpBryTuP/CXXP/hP+fIXPs7FQY1OHLDaKVF+V4nJd29Y0nbgI6Ym0FNVMk9af3Knh1reohTXKUnISz5xw6M/pag+sk5+fgkO7cf4Lqo9QMYu3oUtMn+W5lErHy+euvJsdmeY0xtzECO7Sz6KITMOOEONvx1btUo/xnS6iFIRd2eA0CFpdXQ/xga5BSoR9AvYeMswQ/o52sBGtYjXciiuKMJtTXkpJb7RIy0I6qdSnEHGcMJDGHAbEY8M93KbZ0F8n91E+Ox1/vs+9969810/Tj6WMpzPyNse5ekeRT+BX7niU2HtR67L8pfXcAc1pv770+jr9sHlyWHgIydOirM4AAEAAElEQVTGyM5fwC0FlisxahxGYw7tWxJMKnHiGpXQxXFdy941sHG3Rrs3E24ahhPWFjnxmQ48cwahFDO9Rb7hez5NMuvwwBMvx5U5ztwAPT+JbA8YvH2W9906wS1ffppHp/bR2CPJ3rfI3J+t8PBfXId3Y4+tG0pUPpRiVtfxJsoEa312jtdIi1+4IXjoj34evVqgdjZm6cfv4qb7TvCT8/+T71j/5xQ2MoZjCmdYQPVtpK7f0VYZ9uQptr/ldspLMSrWVE8JWocFhUtiZB2wf39acqzys9dHbrXI9kwgqjfAhVXYbsL1hxDrTfx24/Mf6GjlgZXhD6YkvVnJxBPPv2ObhwPKyymqF2McSR44lj+T52Qnz+LMTKH3TCIM+E3bdNGuVTrmPsQVSVKSpCWF387Rkz7OoIS3uW0TS0pFon0NkopEptZioj3D7fuWuKN2njc2zgB//b376L/7a5RNjrLKwUYF0e6jr0GZgIHmCyN2bnWpP+FZVWRN4AwgLUr0RA3Z7FlrXbuL2Onid0rkrqA/X0DMFii9/xlkGJAcX8DNMvA9soUJHEdRWEtJqg7ylmM4Z7YYHp7g67/5I3xP41P8o1PfBH84TvMmrCViaHDWfE4UJrln71n2HVvhzOsW2PPuAdE+cPsehXXD4MY56n/2FM2vvI7KWWgdlmS3H0FF2SjpgytqJrzq9p/BDK0NMCt7+AuzdI+PkQWC6skB5QuKnWMBadEqoLIiZGVDMN8jf7ZCuAZRtwgepHMxeaxAGqIxgdcLKHz8CVSxAIUQtdGhstHBFH28ToXhvQn9SYUfXHlscO5DPJaDayisO8j8s36zXLR2t4kxdH+ATkYDoTxH5jlichzjOZAbZLuPbIS4EtLC8w2EtChtNHZqf5bMHMY+ukJtqsryy0oMKh6fifegNjxkJigvQW8B0mMDCqPP8e4X/6u/ctyXLceX1/17/hnpvkncZy/iPnqa8IYbGH4eEZQQosNu2xlv9L++MebKi4S/X1e1hBD3Af8a+xb7T8aYX/4b/rs7gAeBbzLGvP1/x7H871Qm/Dbwb4Hf+V9+/QFjzOegTIQQx4FvBq4DZoH3CSEOG2NyPs8K1lPKJxzWvrPL/rPzu3bSdKKEFgLn0VPoJMGZnkSvruO0u6iZccTEGN5zyxz5jSm2bisj8hHjYFLg9BTnPrhI6zlNXJGEUxCPa9yOQEUOk/u7NL53g973T1iAme9Tev8zdrLo+3jtFBlnRBMhIjOUljt47QLBcpusUUTkmtmP9FFPniG99RByvUl0fI7ykx6do5J3BDdTuPCFQWD3Vf8Jw3uO0n3pFCqBrVvKTP3eM7RfdZSVV+SU71nj9Llp9hQOEGzEOJsd+rMVoimDu+2MoFqCicc0/bUp1m6L0Ili4uMO459pYpotzN5ZxOqmTTyo18guXMSZmkQ8dQa1d9aSjMPgCx7rl7/4F3FPXsKZsNIpsdmEJCXfN8v98z9gZZrPnGFcCPJSAEoQN3yKKzFpxaU3K1GpnSJ6TUm8J6FYH7K/sc0zK9MI1yAEZIkkFwq542GkoasMg8hDdhzUEEqXDOVlK9lyuhne6g6kKaJUtMT9K1jvSf47ANf/8AP0vvEwx37+PLgu2fkLV2U9V4lh5dUZwnWZ+bM5ck+gYkO4mVB8fIUxb57NmyVIgxOmJBWPpGr5HZ09NzDxeEohy6A7gKdPYepVRBP2/YcW2YFZ1JNn0Mf3UX7fs1ZmuG+Ghd8/z7nXLaIdh+Z1mmhsFpmAW+xz9MAy5xcabD9YJ6lB/RkorKdk42VUe8jOdSFpMWTs2YzBiYDSskEcXmT+HZc49d1zXNqpsbQ6Q+mctC3Ez7fWAzr7DD/2mnfw3u3r+NTJfTQe9PBbhuZ1ZVRsKJ8foCdryOcu0PzW62jdnuCVE/K+hxGKqU9Ziefa3R7agaTqoQON8g39GcH0pzKC9QFGSlSzZ+Fh9RreZhMTxUzudBge/8Jsh/tu+Amcw3U4sojTjhnurRKctw2Tl7/0l3AGA7jhMCZKbORmmpKdOWczo/cvkBc8nHO2cBocrKGP1sFAsJ3gnttAb++QnzmHc+QguhGQVByCVGPqBYYTNiLPa4Nz4iK617eQ0E4XMdbA6+RMPJ6zedOVbU4/8P438Qr5DVA9gDy3TOl8g6x89WkOMoEP/NZ/4qWvfz3hh58hOLqP6hmH5ZeF9BZg51YDGXhNH/3KGxC5YPrBjD1/2UI/+gzm3psxTkxadmgfKpIWBOWllNnfO2FVN9UKtafrDLbKPN7z6C14nL00wbmdOf7HVzzO1xT7vLb8fDfo+2tLfP8//PXdf/+VQwf53ZVX4LzwFryeYfzRDsmfG9747/4Bv3Xbb2MkZL4gONihG5bwtxUq+sKf+5eeeTU1b4Z33PYevuLk/Uz9+5CltQXSsSKrX+vxrS/9GMt7anxq6kZqJzXlv1gnn6zQ3RugEhB5GWfF2sKiWxbo7HFIC6BSqJ9I0ZXQEuY3dxBqjLxasJaaJKW4PKC4bBMEzLmlK0rhuO27HkAfD6zMVijiOycpzVpp69TDGcWHzkEYoMcqiDgjvv2wBecZ23jwmgnkLirWuO0IOUjQoUtvX5mtm0LSqsaZG+Dt69IoDVjdrMJmgL+lSOoGrylQUY566FmKNx9m/a4SQhje+uSXs3T4UQB+YfrK7rmH7vtFDvz+L5JvBSweXUW8eYKNW2pX9odHS2jD+msOMvuvP83a991BdNchgpUu+tnT9nzOz0JvgHNgH6xvY6IYc2TRWvBCQflJ29yuf2YDvXSJbDhEbm0z+aTP+KOLqK0Oul6kGrhs3lLk4isruPfcwszvPIM8v8ojvb3829mH+O4XftaW6C/gbc19/Kdny+ypdjnbbHDs+EV+au+fc9stcNO930H97Zraf1hBL0yRbW/jTE3irLXIx8s0njGEGyky/bxbJYQwqIFg7fsixn/H4fTqEf74B1aZfe1ZnnxqL8GaQGifwWSAzGD6UwPkMCV+8Y3WJnAsYPJ3HiNIUoovu4nNm610fTijGd4a4423uPjuWYprhsZ7TyMfO0n3K24ivukwQhvCHU0hNwTNL1yU3fSDD+BMOxaO3bXXTWT2nryv+k+YOLgAz53DAHJuBm+nB/0+Zn4G6Vn1oWoPkY+eQE5P4BdCCpdCjCtpHQpIizYqUGQCFTtoD4JtqKXHbNPBFWzcam1Z0YShdHyHf7z4KDeGSyihOZ91WXSurD56z4P/gvvGvwtRLiH6sQUJP7xxRX/2s9dl8N2X3XSSTw2OUlgR9PdodDEnXHJxhiXCsof78ElMnpPcso+4omgdEtROGWrPdRFTEwwOjpGWFdx6CIDu3gBzpEBhI6N8ool+7ixaCoJmiw/+9D387tffyXijizC2+WiUbcqMPWUovN/jgj6CzA3VvYbBTIC7KuFFLdK/qFF7qk9280Fq7z5BdnwvxW9q8ZVf8Tj/9V/dT+V8Qn/GRTtXMDj7/9j7y0DbrvLeH/+Mqct9bXc/bjnJiRIhTkjw4FA0FGiBQktpe4uUQilJgd4GKA4pToBAhAghTk7OyXGXfbbrcp02fi/mIQLR9vbe9v/v82qvuddca8qzxhzjeb6y/xhqbzfFjW0snKKgNlvo+nWDyGKFrq9P8+B0Hz1vn4BYFC8RZvyKGF7AwzkQwyj5C26tBrYGg10LzBZjKPfHSR5y0MsOWjbt0wF1Hbmcw6s3UFuzBFSVwT8tcPSd/WRPf276YH3f/hSiWyewoKJXfEqYUfGoZRUu7XwPMpv0dVpOFnWFpiMUgQj5qEq5sIQ8MYmaSYOuY+QbNJUAMqoiPEmlS6GZBLUOesVHaAnPJJ5sJ/yjh1DOPgOA0AETK+4XHEqDEjdrYR4K4QDa2uJzOpdbJv6JU990LdbaUfSqRKtLMrskT13+BSll7ImvhRCXAWc8py/7LxBC+hoc/xXiubSThRAq8L+BC4EpYKsQ4udSyn1P8b5PA8/aoP+PxH9aMUFKeY8Qou85vv1K4HtSyiZwXAhxBDgVePAZ9+qT1DolIx8o0Bxoodph+FX1gkv4cA6pqigtWbBtlFa/pCaPTvidwM4s6uQ8rQt5ZCJKsyWME9BRPF9syor4QlPxY5JGXkGvSkLzDqUTXYijTcyZSb+qeFKsCc/D6cly5I9UhCaQrkQUNRIHEoTnXIrnZGnGwSxC6y/HwTRpZE307UW0SgY7ZqAvayylw3BKGfWRp39Ynf6az5JIp0AV5Fd7jH3qBMQi0JqhmVAwYzXObzlEwmxw4PAw7Xkb98QUWq0dvSSIH/HdKwJLFkrDRrUilMZ01LqvOlxcGSemn9ReaFq+dUzYRI1GcZfzID2aPXH0ioP+HJ6LatVCZhKISh1191HcFX1I7eTnp+PgeShdHQAox6bwhrtPCoBp4ElUGxwT6p0eXtwBIUmGa7QHS8T6GrSYZRaaUXbNd6AoHkVHASFxKjqypBGaEaQOOii2RHE89FwdcWIWohHQVG45fu2zn8RThBK12P93HYz2zqLQCec+931dU5C+36DSA0uvqOAdixA7JojfM+kLn4UEWhW8eQPFNtCq/oPB08GKw+wZOul4F2bOIWjZeIUiWDYiFkWbWMStN1D2HsOt1lBjUcp9IYxUJ3oRYidsqp06jbREapAIN/jZsD/OfHtFhrIb4PpvXkF0AqpdQRavCPt2bv0WWt2g1mej1nXqXVHMnEHioCS7ZZHZUAwGn/6cvbkR7m4IvODbUKIW353ezO0rfsFDHQ6vEe8gvN/AKPmFFnV8Dq9QQkTCqE3Q5wyUWBMjbFFvMWjZ1qCRNXENsOMuiq2glXzNieRBD63u4pm+Arda0fwOo2EgC0VkvY69fhC1+cxtkUv73w+hINH7jyHbMr443l07H+smGDNFZF83rqmhlepUV2RppFTS9/tQRU8VeAGVypZ+7JAPz3YCPmy2ng4SyHYRyLWiP3IIb2IaIxIAAqAIGkkdqUJ6r4dUhe9IA8i1oyysi1LphoN/89wV/X8Xt3s/ZMvrriWijjJ+eZDEIQm/fn6foTZh4OdvI9OqUnrdWrJf2Yq6ZphGi4HZWiMVsMgtRbEUIOgQjDaZDkTxUiFEcQuxowrx4w7B23YQGunHSQTRD02DqqBk07hTM6QOdBKd0sitafA3/b/ghujp3HHfOn62vJGrwvc+4/GtDkzRyEh6LpxmphAHoohVUawZyZYzNKqDDk5Eo5kLYeR90Ve17kPTny5+eHQTR2treEHiIP2/fCtqWUNcDAM3BjGOzpPZ1sMdY6O8pe9+7g+tpdKlENM0nIiOHVIQ0kOxXOxNwwhXEjq0TDPeghPwxWUXNuhk9kQI1yykpuCkwlQ7TBAQ/+UUSjWG1DSfJiZPQmKfIc541WexOhW0pg/5LUcERgmUk36cwWnf4k0u51CW83iWhaFreGETtdJAtR0olBAnxV2VRBwcBypVYstpFLeT3IhKsxHB7fUhxHrAoRm3qUUF+pKOVgPF9lBaMyyPhLGioD/iQ0D+7uU/ec759rtwKjrBRYWpWgfDe8fp2eWy79l3eyyshIodBrF2hM5fzFIfymBlI7i9m7CiCo4pUO0WtJpHeDKMUmkgpUQ9Mk3mgIMc6saOmVitUXSjF81y8MImUgjU4zPIZpPmSBat5hA/4TD1OotUukhpZozgQpOt8xXoePgPjuv9yeNk15RZdKL84MQmfjlyC7+bml274Qe8q/I6XGOY4LKL+5LTMEoOeq6OemIeM+UL9T5T7J7swrHfhdtqM/S2OUjECLTH+cH3zqXe5hGe9pXmpQp2DKzuJoF8kMQBXzfJKEvSDy8jMilksUzg4SMkIqMgBHOnC65e+Qg7Cl0U3ZOWZqkEomkRPV5B7QpjRRUK/SqNZNx3ZHqWcA3/Oac2Ib23gRNUHyuWiGQcbBdvzRDq1JJvd1tp+ovBqVmEotA8bRgRM9HioyhHp3FPTPriuEBMa6cwZKKpPvzcjj6+2Gwm/aKsmbMILuk4AaC3xgs6jvCWxHYyagit7fk7N9269GX/WVKrIdqyTL5sJXziuesrAbgpl6HrXR548zAdqxaYTScBCJwwTqInFFRbx4hGEK6L+dABtNWDGGWT4M2P4p26iqVz23DNk+Kpim/NqDUk9bTC8iqdYGuKxN7DKJEY0rKIbp2kNdjD8uosLVWP0GyD5bVhGik44yU7OVpKIz6RwTgyT2YuRHFNGn1FkfO7D/GzM9fDlS65CYO+nw3h6YKXdT7KmDlD4QV1wj/QEdLXAXi6GP3Jx2hWTFa0t9IYyBDfOk34x9PIM9f6tpwLOS5L7uSOPSvwuloQx2dQpESrx2joHvqKCpWlMFpRJbAg8HRJw9HRNZda2teisjpNjAMCHBe3uxWRjaMcmfQFPIW/6O//cYFx6ecPzyCM3n/D34OrIFxBYNnP3/Ccg1QgdsJDpuPYiQDKrjxai9+MVKIRZLUGJwsKTlfGX9AWalCpwZ4jBLvaMYpRmkmTZkyh1gp2RFLr8kABc1Eltj+HGOij3iIxUg3qVgipS7ymwEv4BbyDf/385wsPf+P9bLzmOhopgXNWiSrAc+xrSylvFkJ8Evir5/3F/xPPJU4FjkgpjwEIIb6Hv5b+/cfie4AfA89DjO/5x/8LzYR3CyHeADwCfOCk8mcnPgTjdzF1ctsfhBDi7cDbAaJtIdrXzlE8tZPYLXtg8yhq00V5ZB/uhjHqo6MoLmhVB/1RH5omDAN3agam5/AMHUoSEY8gVd9CxSkrGEWBawgUV9KM+3ys8Kwv3BfIuZjHFnyIcm837vEJANRknNkzQnx4y0/RhcvHfnMletFXiTVzNtU21RcfUvCtp+p1nyebiKPYLp4OZg6GW/3O1Y2ffGr7pHNe/Bkiy03wXGpZlewjMH95P633LEC5SjMGLYkyH04fgvQh3v2KEndENtEeXk9owUNtKKQezcHMAm4ujwdEl7rIxrt9SkHdX2A5UcO/Zp5Hc7QN4UqMxQDKE7pWhbEQ7sogG6+5ju3XP/1AZaWCIILoeRO1UvM9oZcrNDviqCWJUrNwU2HU+SJC01Cnl4kea9Jc3YvieD7kPyoQtkDJ63i6ZLkc5reNHoK6Qy4YIl8PUa2aeA0NbUHH7WwQTTWohU0qYZ3WbQ7GvkkImLgz8yy//hQAsndNPUu6PnXs+cz7ePVDb8fyNLqCftX62ei7T8xdoyUGAnpuraL+yMKJ19APz0AsipsI44QEnumjMaQKtX4HpaLiBTy0dINmxaDQ1AkuGqiNdvRC0rfxrNWQ2SRKLYIIBtFSCdyZeYyiixNSiE16FPt9hwujKPAM6I4VHjvGE80MP5tcg5mHZkJlfgvE+nOUjieg4i+8wkd1gkuSYr9O62/2EmxbQ93WuaJnz7Net3dsfT1Gps41K+/lssge/rU4zNFGC10dy0yRpiokypKBXukjdN8hZGcLxWFwYi7uZASpSqKLoG4/RERVMUojVDoMai2PT1IDyzZqxabS54u1BU2FoN0JtToiFkE2m6j374aNY1y05WP86qGn/q3JcgU5O4/o7qTZGkYr2z6XNxLBazRxDh8l99YzkCq0PNgkdKKE2ojQGEij2B5q3cEJqFhRBU/1ocNmzsGIqJhFByeo+i4Tho6iBij2R7CigszWHJ4WJXFEYJRcyt069qYRjD0nqLYFkYpvcfcfiaU1Qd58+Z3ctG4NfPXZ3/+k3I0kiR3QiB9roC9VKV21ifyYgpGDphemGQpAU0EaHiM98ySMBtvqOooAKTSaSVgKabQXV6FvP4w62ud7lycTFE/tRFvbTuhYAf3IBBOXr+XXlRVsW+xCZpp0BZ69Q/Sjpc3o/RXuXHkTN5RTXHvnq4hMOwz+wOL8FS8mMKvRst2hMqXTyPjWkVZCcOxP3v+Un/cvB89jye4koddp0wuYiSZuUSM4Lyj3BUnmQqR/PcGC0cvHT78CkXCRQsWr1fx8sSVWWMGJ6JjTJWqDSfRDZZL3NAgNt1HqMyiu8KgtqAiZAldS6dJppH2ua7yvE1GuQ0TAljWoe449KzLBNX3noVrYd7wxigIrAW3/doDzLvo0athAT8RprurBeOQQIhRCLOWQ+5dgaAAaTbxaDWXFEKJUxZtfQkklEH3dWNkwkX1LQIZSj0qpU6HhaDSrBvqsgXDBCUsqfZJZJUTr1ixGxSOQU31HiOcn6v9YnHjrBxn72+uInBAsX9BHfkzAXz7zPk/M21BrhOTlM0yeE0b7TTuxEy4ioNBIKFQ7hS9OtwjROjTTAZpDER+REA8gXA+14VDtMHACgkDeIDxVQyk3sVsiNM8eQm16BCdLiFIVLVdAOWMtC5oHaxUUJ8hodIZtlsWmp7h3L49MU/ZsptuST9rep+U5ctFX+Kv169l5UQuLlw+RGzORqknflxcpDvoL4B1feOrn7+Zb/pKlI+/DKCiYq0vMv3yUZgIyexxi4xLhKqhNCC5IzJJP+7F7JcVBQWr3yQW8BBnQEJZO5bwxtLpH9M4DiHiUqUvaeUPyIUrOeRyL9FPRBE4gg2plSO7ME3noOF5nFjEapdSn4Jow+rHrnrEQasd8OHdwAWqtBnrNw44bhHZOg2Uh6g0Klw6TbPqCg1RrEI0gTj7bg7unkKkYdjbiNwwWl5CxCDJk4IZUAgUP1RLUMwIZ8ikMIHBCCoot8QyV6JTD7OkaHeki58f3P2Zf+u+NW45fyyXr/4bKYIy1lx3kwCeefZ8n5q6aiVM+LciKD+5n+SUr6Z/2F4iBw9N4s/M+vQ4fuSQCJs3Tx5g+x0BxIKNsJHogh14Lolp+p1yt2L7Qqi5QbN+u1SgLlI0rcbft8ZF1uk78YBmjEvZpdjsOkTRXMHNWgNdkHmQ5GeETq19HJN1NaLbBzGUOH131K64/9gJwBd9Z83XGNoa59Kuvxdu2h7s+NMZ7hiZ4/8Y7+N6PLyM60XzG89dUj/5Pl3DaEiytNRCruzGKXWR/PYM3O4+3coA5J8GfbbmNf6xfxoovZHEPHyM0304jozE6usgFY/cQVRt86luvwFwSTB/NnvxsSaVLRauBNdaFcD0W14dwgpDqiRK+cy8koohUAk7MYOYTVHokA/90Lcf+9KmfE9JVUJd0FFtgh8CKgmr5DY74kfpJq2QF++LNKL/e6Ys3l8oovV24sQDq8VnUmoXUVZxkGFVT8KZnUFwPO2ogNX8t4rQ36erI8cK2gxSdID+9dzN2OoxW0XGSDuf0HuNQvIXFUgQkdKfzHJ187iKtTxVOGKymzjM17oUQL3vCSxXYBDw/G4z/iecTncDkE15PAU8SAxNCdAIvAc7n/8eKCdcDH8fn1Hwc+CzwRzw1quMp01ZK+WXgywChlm65fE87HQsNRCaNuW/SV1Fva8EyVR+aVXHQCg1QFUQ2jZsIoR6fxe1pQ6oC9cg08vgUweUozRUdGEUbO6JRbdOITtkEJgq48SBi9xGUVJJAJIRczuOsH6LSEyQR0JFH/YJCvUUSUprcmluDltP8LnJMYEf9vyNToNV8hXUhFJL3+nmgLJfRyzGEC8uN0DNewNyoRue/7EYGA36h49winieYFy0Ech6xSY/8ne38uD/KucE5/qzlTpbPj/BwbJjRL+fIr08jSlWstf0YE3FkOIAb1E/6XffRSGsIB7SyhbRtRMDEjmgE5hs4i8s+JCyVQFuuoDaDlHufvdOwvMqHh3bduAiJmM91nF9CO3Ic5/Q1aKUm9dYA4UoDty1Bo8UkON9Au3cXSiSMkR0lUADVVql0gROBejlAU3cpSygGA+iai6a7OBKcpABXwXEVWlIlZgsZjPFlkBJ3eha1JUup3z/uR/6dqASAFZE5JhopfvPVU09ueWbxxifmbrCjWyqORLFcRN1CL1WRqQT5jb56rl49udhXwahAbaROsxEmPK5S9YIoHthhv4NjlExCqoJpOdBs4oVNRLXuIxXSSZRwiFqbRvqn+xHBAHPv6ycylqe2O4VUYVNi4rFj/PrO05FlHWWFRGkqpIaWWJpO0PKowDUUSgPQebdN6MACB97XTlt/F4H5BseXE7R2PjN87hNLY7hTIW55+T9y8V1/wue4ACoaoVmfAxit+qgLJyIpd2mEMymcXfuJbTmDaqdKdFwSXvAIjucQyQSEgugP7CPd04l3RpZqp696rJdt1MUCWruv/6DVHBACd3EZtcUXAFO7Oqgnn5miIxtNlPZW0FTMmRJuPISaSiCzSez2GG5AIb9CIjrqGOUEyW2LGIs1pK4iNYVmyqSe1QguOpS7dYr9KlrNn8x6qiA4WcGJm9DZCuU68d1L1HsT5NelfEvQoocdUVne6FLtDJBODxGeqGHF/mMT24e+835GPnkdX9lxJoEDz05Tgt/L3fZuiYSFjQH0SgDX9Be9gWVQHAWpKIRnAKkyOdnDwqYcm/sneHS6E0uRpPd4NOOC4lCA7HwbYmYJT9PAcQlP1lHqNgtnZdA3pIkcFShbJEOJZXLBGhfFnr1g1R9awulU2GvX+NeJKwkueoSmayxsjtH6/gadqQZaoUFwWlAaiSI8hVrH06NU/m1yM5d37OFEKcUf734tXlMlNi2ITnkID8orUoRvnqTlJgvhDVEaFOhlf2LvaQp2WKBYYMU01LuOomfW4vS3ox6aQLgeVkywee1RjuweQbE8lKaL8DS0qu/o4QV15J5DaCMDOBGd6iWriO96ZtEPVz/J2404KMsG8WO+oJ3IpDAfOuBPkoVg6jyT/lw34oRfyNR0HW9mDmnZCFVF5MsQDOBuHkPkazA1j661U1qTITTbILAAwaUgtdYMapevdi9VCPcX+ZtVv+Dm3Foe8dYSmfUeQ1bt/dTz75D9Lg787fu44NxPotgezfiz27s+MW/N7m65cF8HVtJDy0DykAeKQK9KlKbACZy0cjvpYuHz6iFzfMlX4S8USe53qJ85hpVQ8UwN4Uq0iuU723TFyK9PkdinIXIF9Cp4QuKMVFE0jxuHfoVPI/7DCApft2ljePyxbW88cQ6m6vDlrgf4ZMsuNlx9DfHjDuVejfYzpykeHESvPDMst1wPYOZ8S8DmeJT6Gj8nHhN2nfWLTXZE0ATMokQ/EUCrg2hYNONRgssuwnJwjh6nfl47SJWgaSDjEdLtJYb1CJriYpROdvjj/gK1PBwn1rARR6eImn2oVpCFjc+u72AlPEhZ2HGDYE6gND1Uy8PtTKMcnkREIwRyLvWeCMKWhKoR3xLcNGH9GAvrorTcv4i+4xi104cRw1m0gwu4B46gnr+BSrtG/GiTQEHDDiuU+vy5gKfC0jpfeS827qOV1iVnmLaT/J9YE7kRk3KXyiMPjDyn9z8xd+NGq0w+OItbqZB5aAmKZWStjlMsonW0P4bwFK6E5Ty1Fp1XvfgephoJ7l89wOLeLLFxiVGWmMtN7IRJI62hNv1xoWAIGmkBjofW04VMRGF2ETk1g/moi9bT6VOH8w0UO4ArFVrUMk4Yiv0Ky6tDnLdyF7pwKTzQQvthj2vXXMiXux4g9YVpCm8cZOexBAd6q2S1MsV+leizUBz0O+Iwv5/jb1yBUfLvT2lQIpVOQkttBGdrfPmfX0zz/BLS9Fg6LUMyHiRxqI5wg+wwBug5K0dEbeIGITwjCeRUGhmodXoUN9hoCzrheQ1zqYnWABQwirYvTnl0AhJxhK7R+fMZZi/teOb75QjckIe27K89rBhYpZPiiWEdtayhP7if3CvXEezthkoVEY1ArY5q2TTW9RE4toTbGsdKmVRXhIinN8CROdSmS6nP18qQloqpOrhSYVVomrnNMXYsrsDTgmQ6lvjT1jvYlejkrsIK5uoxukMF7nzDv3+eu/369zHyyesY/vs6Il/m+NO/9fIn/O0A4/id8v8+8V+D5fC741gphHjkCVu/fHJM+F08l3XzPwF/LqV0hXgeWnz/jvi/WkyQUj7mIyiE+FfgFydfTgHdT3hrFzDzbJ+nlxx6f7yEaFq+b3rApLna/xhjrowbiGEldDxDQd9bQeaLvu2PoaMcm8JZ1Ycc7kJbLOGOT6C3p1GmFlCWllHPWY85W8KbmPadB7o6cA4fRU0lcas1mimDwqDAMZPEMmE8Q8HMC/767pehllWCy34HxlPAjigkD9oEDy9CuULpnCGMUorAwTkao22Y247SSHf4iAjv6R+2Iz/+OM3RAN66ERTLofXKCSqWSbVpPOaX2zgplvzB216N0VrntK4TdAQLdK6YpzzWSurX48haHSvWgTeYwcg1qHaFiE1qBCeK5FZmQUJ8Zx3PcZAVh8jOOdzJKdTOdlD943OOHMccStHofWbP5PMu/jSNsw02XHCQR5OjDPxgGSbnfA/qdApl3wlEKkngpoOwcggvoFIY1Ki1RAi3bECxJNHb90F/l885rqu+Iryq4cUllHTMeJ3zOg/zm5khkukanhQslKPUx2PMEyW9R4Cps3zOMPFDNeTeYwSen0X5U0ZKq/DNo6cxcruf1jufx77GQoPUrhLsPYqnKghdxxpqIXHjThjtw8qEiI47aKUm7q79WJEzyBx1ie6aoTGYwYppNBK+4rBrCpywijuYJDihInYcRIRCyGaTucu7MUvS97C3LNxiCan2kwzWqQ5WURTJaWEfunl7XcM8FECv+g9CJywp7E2z8p/GwbY58qcjXHXxQ/xmzSDyi620POzrX7htUZy6IK4+9YTLm/MnTz+deCVeyOOhRh80FdSSitr0xcrCc/5izg75HSM7DPlTWwl3Jch+Zwctgz3Ue2K+h/bB46jppA9xjUag3sAJCurtLoF5FbXidzzMZQu9rKBPLEG1jtA1XwwrGkHGQs+oTAwgLRtsh4Pv66T1IQjNWbj97UghcAMKrqnQca9H821VatkQyUYTIgHUch33yHFCmTRifS/Lq3yrOL0C5V5fyC565GRXRhEU1iRpJHxhsuQhi+QtB5CNJsWr1mG/dpnbVn+dYT3C2P2vJ3StQnj6mTs6zyWstMuKjxaQSzkOPM99jWWL7KN19EKDan+MWlbFjkKt1afiCAlqUxI71iDztT0UXn0Kx9QkZkoQdMAoWTTjOkZJQqOJM7fge7rXG76y+swimW0qMy+I0vHpB/jeaRtpNnWG2hbp1srA01PA7m3A8VqG8VKKF+19LwPfk4Qnl5i9oIWr3nk33zj1DLR5g+GvFaHZRI5G/YW//tSziLXvuw7lhSYdeoFvzZ+GrGnoBZ9nXe5S6Lx9GTsdhpUDsFwie98C4YW0b+HVkkXdegQ7PEIzoZAfVon2dsPxBWrruwh2tlLtClBrg2s67uKdHSPEJhQUy8PTfOXu4JKLWmrgqire+BRG2KTaFqMy+vRCdhuvuQ43Ikj0FmlaGm1di0w1uwgsCSLHAihOGmo13P523KCk3hMhXE6AbSMbDZRI2KdArBnGVUDN+baX5b40KVfiHTxGRBtCuBJ3137iO4IkNA3R1oLdGmX88hA7T/Vh3C8L38+OP7mTt3/0T1EtSSD/H5+t1VtNrKggPv7Mz57fD6Mk6b695jvyjPbT6IqjVm2ErVLr0PEiLuKEryfkhBTcgP+bRRHg+Po2XqXqOxx4EuF4LG6K0YxDdNq3bZMKOBEDI5UgvcehVI6ihKE28jgtZc6t0PZ7ne68V2PGhdhJ8Y6SV+feA8MEYw3oegCAwmqHtnsraGMJJpeSdBcdnODT66UMffo64mubVJQo8c2LFB7JopRU5LKKWfAwyi71rIar+3MVKXw0ZuyYRKoCUbeIHq9RbwvghU20oQGCS67vrjTQgTa5yNntPs9xMLDA3ZYvfKs1BN7vHZZ2YoGwncE77ZkLoUOfuRbZ6mCYDqedepSdx1ehWBrxHQs+9NyTyHiE0AOHWXzpCpDQyGQILDuYiw28oEZ+pSS/MkPiYJaWB5ZZ3pQiP9KJVuuk5b4FInqSRlonvnMRGdAJz4SoZ/2Gh2cIrnzBb3E8lYVmlM91bOWn1WcvWj2XUIs12u63sQ4EOfY8921mDWZe1IkT7iS4IBFeBickyOyowvg8YiEHqoqXTSJsh8SNO7l/5jQmLzRhsIqd9MgHFIJzgtjeKmQjWGEDLyGQmo/I0eqgLBWQ1RoyGUNWqqitWYiGKa1MEd0f9O0IHfj4sRcR1i3w/CaaMVhGFZLvz22m78ZlvLDJxqivInVD391cbr+YyB6Tf117NgdKrYBvhftUcXHkjYihXsLDcWR/J+ZoEXdHHOH4RT6tIbEiCrIzRPbRGstODCXhi+jW24IEfr6V9Ew3hdFOclaYpqbhBiR6XRKct9AaBtUVDi9ft50f714PUkOtWkSmDTxdYByZxykWEaqKrFQQqopi2QSXnl3gxWyrEeixKebDRHab2NGTIqVSgioQgz0Eci5uMoTTkwDANRQ8Q2F5pUqkox2tLn1LXgnLq4MoY/203nwCo7MbowyhRZUTy92M92aQCyZIgTfc5IpVu/lcx1YgyBojx2uj9/OFQg99xvNQm36aEA4snJGi2pGCpwZyIqX8o//wF/1PPDH2SSnf9Qz/fy7r5lOA750sJGSAy4QQjpTyp/8nDxT+LxcThBDtUsrZky9fAvyuzfRz4N+EENfiCzAOA39ILvz9sG1EtYYzMeULmfQMkx82qfRA9lGd6C93UXrxWpyghqFrCEXgFgqoiQRuoYDyQAn1ZIUQ4fvzeh0ZRKmMOZHDm5nDWz+CKNQR1RoIhcbmIYL7ZwksNpGaRrlXEF5QEbaHWgetoKKXfGsYtQFuCGpZhcSdR3AGO3EGMsydJgCdoVwCc6qEiPmQd6lCw/nDWzL06esQEi67eB9pvcrd3z2DhVPDnB49ysFiCxGjyYnWJOFZaKYkng7CFTSLJvdbA3hNFWoqxjqFZryP7E2HCf96P4uvXEOi6aLaEqe3FWX7fiRZmhmwW6NoswbSsnzXgEwaGQ8jNQ1lIYdQVQLzNRTz6eG2Lzzn73ATBt94/Rc40OxghzfqizbGIr7goe34g2ypjFAEMmDQTOg0kz7UsdamgYRYdjXJHTlfNDIiMHPQyIIo6GQeFbAtyR999D4ujO/BlhoPVwY4FGhlW82Aeb9zWlqVJnqiyfGXhBiqdvrWPf/B0IWLWzSQc89fUAlV9W1NzVHEw3tQgkGaCZ3Ky9cRmbYIHFv2J0+GRvnVW+i+cQYvGgLLxtx6BL1cJiwU1FQCt6cNtdLAjQWo98QIWT2+c0F7jORhi3K3729evGodesVFbQqmlhNkExVK9QAHmh1cGJzggqBFvdvBWdZQLdArgtQ+D4TAHu1CbcDtkyNYD6fI7JxAru/AXc5hbLORVw9zamDiD07ztuMrufAkrDl/NAmG5LpDF4Dh4UYEalP1eZw5G73UxI6ZgEG1XVBtFdihAC3T7TC3RKhh+7/VzjafT3jgOCQTuO0pnCCIqI2XU33L0koNtRxGhAyo1v08bjRhcRklm6awKk65++kLdxcHXosaj3HsHf2s2XiU2e0DvpVYtYmdCWPFfM2P6PE6jiJpJsFpT6HlfSFPJRLBHu4guOMEWv8Q+Q0OuILoEZVmQqA0bcRCDu1wBa5cixMUVIZcrLhBOjRMI6WS3Fdh+p4M9w8OMKwvcODMb3PJZ16HMf8f75KpiSbS1BCJuO8K/TzCC+nMnhkkuBj0Fw3SF0oDqI02oaLhTaro+TruKStJ33bEz6HhDrRCHabmCRyOIwtFiIQRm1YhLQepKSi5Cl6thty2l2TnZrxzNuDsCeJ2W7QFy894XABnByDadjt/3biKwHdcpBBMXNmCHYUb9m+m5ycKd3/5ei7/6kvAk0TH69jhp14svPAFn0RsCJIM1vjk7ktoVkzUsop2UqtVqiBml9CF8H3Te6KEjxYIHckhNQVp2XjlMrH7jkEyzqG3Zcmf0UHy4XmC9+xHBEyWr07Rdco0Z5o2zTYbPF/J3glBtUOiNlVCpo4y2o8o12B6kZTl+EK1TxN20H/uxG9IUDwDlEQRr69OtRdmXyAp5bKoizrCFYSGCyyUE2ijHcSPuUQP5iFfRsmkqacDTL7Jxi1mGPlKneADE9hrB9DUPoojMYyiS6jQ5aMBQ0G86Vm0xWUGtzVZXbqGNS86yHf77yIgXOoZQXhOElh6Zq2H5xK/490rz8C3fqqwYid54tJDHpkgoPaD52EUKgyWMyytC+MGfM0WTxeEZ/1nozsxjRIwsTaPYh4P4t23Ex1QDIOkuZJqu4FR9ouh0+eoLGwxWPFpgR32rWyjky7RKZ33rdvEZYmdHGiu5D2JJ4+VSSVESNis0v3f9meXT+Has75Hn74M+Pe65QEVZbGI4iRw8yZ6qUFl0x8+f194zt/RTBmYKzQsW8MJSxaXooiYh1RA2P71cwMK1VZxsgACbotvjx0/7qJaErszib5YITpb4MjbOzHyUXp+Ok/k7mVks4m7dpgXxO4BIK7W0Gt+l7vWJqi3SYSrEhkPIALtyPFp5COzZMZOf9r7M/jZa5GmxAhbRG+LsO8lrTTSIFFwQq2oliRyIoS2UKJ6xjCVbt/+zw1IUrt1Agu+SqFw4Qsv+xq21Pir//1GUvtt3ICOa0JlLE1wukbg14eRo/2+QG6piWH64/nQDQ0eufsUOj50hJLtC+1eFX5u4szPFqLp22xOvGb4+Vma4s8lm2mod9k4QR1P97WC8qsCGIUBBr8yjTcziyIEhEPIeoNyr4GddhDzQcKTCnrVX4xLXUXbO05K9pIfDaGVJK4BjZSgtraT0PECte4I4WKLL0g4v0gwG6HeG0ev2Kg22K5KwQ1iJcGNeAykl2m6GiXLZPJ1aZy2Jp708+zTuSHwXMw87Cm0c3iyFbXD1+P4/Tjrpf9IGBClGkbJdzhyXZtGh4NaUtGLio8gsiWlHpVGIohiSfSyQG36mkTqmlFYzDP4xRNsW9nFn628g9taV1LsCxBYEghPks0WuTK+jdtiY4QPWziHjhGq9OAlI752jxlA6Bqiqx03EsCO6DTjz9Do++R1KD0uyR+HyY8pyHYHtQHp/U2coEoj4zc1wzumCWkKXtCg3GWgV30aXLVNpbm2RrXfILZPQ6r+b9LMQ+4Ui9E31fDO3Y5zxmr0HceI3VAi/+bTqKcF0WlJ7IjFA2tO4WVvSnBd70/oOSkQemVk72N//0fCiUiCix565emvgRCiBb8TfgF+1/wufGe+f8cE+f9+CMljdvT/z+O5HcdWYFgI0Q9M45sYvOZJHyNl/+/+FkJ8A/jFf0YhAf5zrSG/iy9JlxFCTAH/CzhXCLEe/1KNA+8AkFLuFUL8AF84wgH++NmcHABkOICMRzjy7Y2QMxDpJpePPeJX594E2z5jcfUP1zHylUVIxP1K63AfXiSAExvCnKuA5SBbUigtKbwdB1CSceRwH9QtvHUjeLqC2xZFv38cgFqLRrG/B7Upadnm+Ar8uybBddEGh1H6q/Rkl5kqJKjORDCXVBotHoc+1412KEjH/RbD384/7u8+v8jSFWO4QQ+1oVJ5JIMzXH/sHD+y66X86ZUFvnTobOYacR66djPKny+guSo7lrrojeVRhEfl1HnmDmbRKgpe2CXQVmNF6zwhzWLrVA9N18RqlSy1gh0ZITrhEpm2Of4O8PKC+MEwHcvdpA47FG0NO6qjt7f6i/yZeZyFJdRGEyWZ8PnNwQAiV8E41IkT8AseR/7ch6+e+YrPojY9Gv1B6mnBX7/pbRhTebSXQmU0ReDnW6m99FQCSxbaw/sRgNrWijw4TtAcInUgSHFAUB9qEk9VyVxYZLocJ/BdlfYbjzH5mgFG1k5yauoE964cZPxgG2/+6PvxXprjJ2u/ysb0PC/Y+x5YCHDk6i9Sl03O//M/QfvFHpxXbeDm277Pyi9eQ8ujDudc+Rnu+dkH/105nnPDGKkG1iknYYt3Pfd9m1md0KJEOzYLmTRH/3iIyBQ88rfXA7C1afOGb70XvQypi2ewp5Kov92Lt2IIWpMIx8ONmbgCpK6gNCzUyUVC+TAyaCDqFmrdQTs6TWC7hIDJ7FV9lPo0gvPgFsPUqmHMJnzp4cv51llLrE7P8Z4z7+BEPcPPH11H+KgOEg58qAe1IRj+p2Pkj/Rh6pL8mV3Mnu8ydmIUsZAjvkfnFXs+yBvefiujJ8/x24e38Nro491DGfCItZ1cEKoSEbWxACfsUwLUhumLTho+h1N40ExB4yWtBBdbyP7qBHie76ddr+PVGzCWxI76PG3zcMBf1JYqeJUqypxAyaR8uHm9gdbRhtuZxvUguXWByFQcJ/T4EHjpig/7CyPXgxVD5NbE0SpgvUKSTi5hZyOIpoO+XCP+4D68ZgPFMFjcu4nDb7+ed11+GrduXceKf5zHWTuA+OgiVTdEy4cK1FsSGJvyfOrin/AXe16KtTOMWa5T29JPdLxOtTVMYE6l++YCS6ckaLlnnu4bZlHOV/j6/iu5/S8O8862u5nfEqX9W5N45WdfWD9TvHh0N7+8+jQ8DfhDR9RnDKXNZs2LDrL14RFEa4N3rL2X75/YSHE8Sc+PVBoJheKVZSpdKXpuq/o6JW1J1LpDdSBObUsaOwyNdKffMaoKGlkXxRHED8ZRmx1k75gkNFVF2C6D38hTH86ybfVqLk6txu5qgoRwvMG/bfgqa4zHSfh5r8ZvqitpuBqTf+wghMQ9YtL2kEv0n2eRjSanffidJMcfwT1jNfqjR2gZD9PyS+Cd/meMfvw6QnMgxoI4QZjc1onSFMQXT8Lf4/6CRbhQPnvopH2th5Aw/tI08aMSveohx1IITxLdPoN75DjD31CxUyGkruGuGqDWEeC8C3fwDx138aG5swgf0/EMl0qHSmnQo3NkgelgC4oTR6tLggth1Af2IBeWUJNxLsm8nVuXfNTj5j+69qQ3uqC81uW1Zz7A3R8/k9C0wnGnC1obaMeDWM0ghgHJA5LkzmVu/tUPfBknYN3Dr6b0mwyR2RTFfoXumwtcvWI3H2/Zw+5L6rzn8NVYXzNJLlaI7y8i5pdxFpZQ1o6hLBexT1/B7BYTxYHeGyY4NjPCioFRjHUFLn/NA9x0bDXxz2pceNbfcft9H/l3527qNxPIRISFM9PPaz+9Cto9Ozj2idMQA1V+seVfePXuP8K4oZvE7jyZXYLjLw5R7fDRCZldHtEjJeTaEcT0oq+V5LjYF23CyDeQHuBJEnuLyMPjePU6w8dHOPqaDIfe0+VTJ6IeRl5FL8OtN53Kz7KbUBIWnxcw1L7AN4d+8Bgf3xT6Y6iFj2b3AvCxpQ287nvnggQ1Cblze5AqBGdUrIRBz5f2s/DyFY+d45bXXUt9Q8inFd5RonIkxikf2s2jC124sQaVUgBUSX4siJnzxTmlBs02h5Zuv6o4cySNVlbJ7FIIKQKt3GToswdBEdQ29dM4tQU7InAuy3NVuMo2y+InC5toJgRq0xew9uI29axBMxNEKgJ6VqA0PRL7Sig1i0tX/iW37PskAH1f/weoqRD1UGM2bYkSxUCE8NdTFE6VVPol1T5Q6gqVtjAtO1TM5Sap05Z5WfejrAlM8qlVl1Iqd5C4Z5zhr8e45HUWYHHFB6/nplqIr0yfzb6ZNuztIcRQlNCKDaRu3I2WiJM/p4eFU6D/Z02koRLZMcPDjwwjNcnaX1zD1vd9HlP8O+wcfy/cRBiOn6D1t/J5IxO0usuKFx4hbVa5w1rNis8vUx1J8eJP3cFkI8X73nA37zvxUia+0YdelyS3hQjPOpi3KESO5BGLeZYvHiT0+hle+N7dDBgLnBH4BR+bP5+7xkcw744iPMi9o8rib7PoFah0dhKZbiW8bwFRaqLla3j7j9Ax18uk0Uaty8MYKRMLNik0/TH4orb9vPTV3+WA3cKHvvNGvjbt55h+IVhXFFisRqChktwL4Nuo/i4uWf83RDwPkUxw5NMJsj/SKPUqyD0BlISHXvE1A2ptEBuH8LxHPaWQ32AjdA9tzkQvK9RakggviV6RdFzX4PuPDDB4ikS4fqEuPOMxuS3LW+tvwDkWwZvYgbJ2DApllLkcbnsa1XEhGKDZGUO4knrG8PU09MePt++L/wiKBCkIrqhyce8hKqMG+z+3hvqShpWAwqBJdNIm8eiyr0nTloGD49hnr6KREmgNSeiXuwj3daNYaYqX1FAvKFHen8Rtsbj2Dd/hkqDFJ5bG+N4HzqP75gJzr11J+w8Ps3Sqy9hfHKLv9gYPfmsjxdUO3g1DXHT+u3j4jC8TU4KUpcpDTQdODHBG7/PNusfDa2kS25lHhp+RFvllfDnnN558fQ3wReCl/+4v/p942pBSOkKId+O7NKjA106upd958v9ffMYP+D8c/5luDq9+is1PK/Ulpfw74O+e55dw6C+CBAIW2qMBmh0uM404DzUdtpgamwyDz1z1bd6fejVD34j6cOdcCRkLUmvVqbUk0WseetlFSIlZasWdnkVpTWO3xbBjOsETRZxEEDE2iNa0URy/8m4UBcGcb6nqdmYRtovakFhlE6PV5fTOce73+mk4EWTEJRZuUBvzWCyH6fj1UaRjo/V24+SLZH51nNyafprtNkg4cfXjqlJHqi1cEtvFVf27+Gh2L5fua+XInhaUpuC1V9zNS2LbedfB15AI1Ok55TAf6/o5t1fHuP7gOeQbQU5tP87w6AJHq1kOF7JYrkp5OY1UVGLjEH0o6At9eZDf3ELyzqOEDkaQ84s0TxnB0wWBeX/ySlcbViqIoQic4xNQqdL9qwRL68PoVcnpr/ksalOC4DGF6dZHatTaAliJFrpvWSa3McX8R7dgpV0SewO0H0nSHGvHHM8hnBBqvobWaqJYKmbEYm12li/23E5QmJwiXknB66P9gSqJlza4d2GQwPsCrFg8zuE/HUKpmfzJ+Mt4eesjpBMV1F8G+MALNvLZtu2E5m2ql21g9F/LrD90DTpQaX/q9L9k1UdgcoYTf7IWgP0ff2qO77IdxarrKM5zMEv+vTDDFsmHZimcO0ClXaHzXosTb/TrZ1cevpgrW3fwlpf9ii/uOJus8BX9lbYWKr0R1IbPIW0mdZoxhcShGmLZd3NwjviMNjUWRavVqW/sR224aBULxfF5oIG8RLHl41VYoVB+NMO9/WHaVxVxESh19aSzgocXligtNk5/G4mb9iBH+8ivjDL6labPK2zNPgZr/bMVj7vPrA9MAU/QANEkpaUINP3cGBqb5uiObsycQK9AcZWNntPQyz7n3AkBEuodHvVWQSDfTXChidJ0EI0G1GoopTpq2CC7s0kzqeEZAtloYJ+1CvPwPO7+Q2idHSjtLVCu4gZ1XxSvrKDlqliJBOdd/GnMmRLCk8hwgOWNCTxNUBrwO18yk+DYqzPgwQsv28fNe1czeu0A6tEJRFc77WvnADglOs4txhrcE5N4vWm6QyVekDjIR9/1YlZ+fIJja5NcErT4ZLDB7JYkvCtK2/UuWq5K20PQaDGRukow5zJ3QSsLiyot6TqFAY3IVRr/a8NbkWMg2rKoT2PJemnne5DlCiIR55aJf3rK93hzI7wtXWXqvCQl2+To88zdYbPIu9rv4iOrYvRG83zp1gvxDD+falnF518vhghZ4AY0NEVFXSpTH85iRf1ulGuCsrKMrnrwUBy9pCIHqpRaBarqkX40Bo6HKFawezKUu3X0qq8fYi+bOEGoDihcv3guFyX2PNY9nHclOSdMuRkgaFrEgw0qqy2mYgmi/UOE5yWJgzXkKSuZOSdI37EYXjr+pPPLPuqCgPCtu1DaW/n83Tdw6Q1+wdE1oNblEj6uIgQU+1WfjzutEJmxiUxKalmByPrWYFIFdXU7wXgEMb+MZuo46RBaqUloTrDty+t5wYt7GEsv+jZiRZuwAqV+hblcDCOvoNp+oaLeahIf7EUaGsJy8CIBTn/1Z3FNH6psRQWVfo97X/xZap7gvtoWOu6pk1sVptAusaMendskRsGhOGiydOqTqRJX9e/iJnU1iT+uUO7q4fAHTQKlDmjZQ8kz0RWXwA+3UXrxRiInqsy+cgjFGSKzo4oMpBGOJLAMwSWP/JldOKGTCII7E/xg0yaSD5lUup9+rLxQfRX2RZsAuPuWDz3ley695084+s4+7KjHK855gEefx3RJrVqUXnUqTsTjisH9XPb9P2PkuuPkzk8h8mW8TJjkAd9atrmmTm0uSPLeEpQruJUKamc7XiaBYnmox2fxulo4cXkEN2CS2r2ByLSNkbeQKkRG8tTqJp3JEmOJBaqOwfFimoajYaguDVujaht8tbCRV8a3M6j5BYU5VyMk6kQUEwWFfnMRTimiay7Kzf79qnX6No9Cgqw32P7Fx59P0WM1Ku1h9JovIjl9mcv0/lGkpdLbv0B5OYysKtQHLJpjLpv7J3j4WC/m0QD1Vh1F8VCyDey4Sr5hIhWD0JzA29SPkWsSOppDyBSKq2J8P4F9isNPCxvZeaKT3n0WniZwTZ26a5De62EULayESW5I8+lzq30kRbVH0vfFf0RpKpD0EAmX3rZlPjxwM39/7DKsOLQ9WKEwEsPbWCF8S5SWO3ynIy8dozQS44Xt2zg7dIgfFk5FEZLlNQrxPTHEUuExocuSV2dPfYSD9w4QWoaum+Y4+vcRpOYilTWYJY/EzmWCCzHU+3Yy9cMxArd00/KwJD+qUG+VnPrZ97Lzz65/2rwa+KdrSRwQJA/4TaA7735qVdBqT4iwuor4b/8dos+exymJE+wodjN8QxPqDeZO1fj5zFoWf9PBTanNiPY63lqP2BGFhKag37aVQOqkoKdp4gQFk4928IXxFiKZGm2xEoqQhAIWpS7QqvCyvt3coq2kUjdJhOss1ALIvR2YOUgcdTASa2hG/CaDFNCZLBAzmizWw5Rtk0PVVhZCITq0As5ojVyfijFlEpnxKB5IMLxlnLwSJZjzx4FHvvpnj52iqDWhWIJggINnf4szb3wHiSO+0Li7sUB9R4r4UUkjJchfVaUzWSB/bxfmnI4TkdgpBycusMoKellghwXNZBBtbAOtv5rEnZpBGAaqqjKw1MHCWRmkgPoL15Af1EgdjhC8Zz+qaYCu4ybCNBM6iu35cwPFt2Xs/+fPIlXpi6mbHmeOHeH0+FHWBKb4089cQ3mdZPgfD2Gt6kGt2YjdR2icsxprVcp/rkRMCoP6Y+5BSiKOnJoleSBIdEqn2hYiFhYYOw2usd9Ad+8S03NJhu8so8wuUj7TJL++j9h+jcl3rGTiRui5O4e4CNr+cpGp4CjrK+/m2CVfpeAGODPw9GiCje+8jtgJm+COE9wy+7+f8j1/vfslSGcLjYE0geO5Z8rSASnlVU94/XkhxP9QH/4TQ0p5M3Dz7217yqeilPJN/5nH8v/CzeH/WFgt4Fkq3W/YhZpOsX9ogO0zg3T31vkdr/aG+dPBEdRaTeKz+mMe2rFjdWptJqHJGkrT9jueioqyYggnGUJpOgRmLex0GH3bIZZesQZPE9TaodniIjWVkqvi6iqqpRNa9IiNWzTSJrtFF7XeeRRFQtIiFq/Tm8iTaq3xm+IYYtUw4sAxGiOtGIkozVSQ9E4ojOpYHU+GgSaNKhtNmzHjYb5WGmDN1w5wirB5Q/IhhvUIEORrY98++TdAhOHEFLP9u/jxkfU8YAyyPjHFcHiBvtAyFdfkxqUIim1Sq6mE5zxCi2AUXX/h2JGh1h0hUm/QyOjkViikI6MEF5q4QY16VseKtxJeWELaDspsgQxQGAn51A5LolUd3x3jx9twLjyF+PY5EILDb2/D62yAgBXvn0ZWa0y/dS2lUZez1+c4XMgCHpq6wNpIgS/13EpECQA+3LB5b5pQ00U7NMXhb46S3VpAGgLheYTmoNylMRqdZ2etl/yuLFnP48Zd63lp4hEC43n0Y+OIlcN03nCIyhmDNOMKye8/6tdOT8al2Xfi9XegRiOEZyTKM+BjfvToRuLbDU68+yQM8p7nnrvNikFjdYb4L/eQCAYonzmI2/An3y9p9T3YH8wP4DkqS5UIaVOltrKdZlwllrPQSk2cgIpmCpTtB/EUASP92Jv6UWzJ0qjpc37LUBzW0eoBrLgvtoUUKI7v5IDn+9wH56BOkF+GV1GrG0TGFUKLPncbDxKxGhMXZ8i2rMIoOjSTgmbKJBQKIpfzKHb7H5xj4uTFu7fhw8+PXfoVmtLmA7Nn8s8nLdLGll5PdEeY1M/2wZtX8eq33s7Xf3Ihg1+ZoDnYSnHQJL9C4IVdFjZpmMshUgdtAnSipZJIXUPYHm5YI3qogLv3MKIlQ61Fp9zVTaDQSfhQHjcRRKvWUGwPT1d8KzEPAvN1pOq/tjri1FsMyr2+ferQNxcpr0wzd26Gz179dU5YGT5z36X03SjxwgZy/RBasYH5d1HWnnIN7fdXWbm4xPGPnEb3uRN8vce3MPzUnI4sljHv7WGg8kek7jdZ/cZDfLLnZ7zkwQ/ScfcJ2LwSo+SgHJ4gf8EqlCaUZuK0OBUf3rqhDwDlhTnm61la7hdcsuYj3Lr78frrJam3QU87wrJxZ+e4SL+aX9lPLQo6pof5/sCdjH3tmueetE+IN976dgi4lHe0E3V86HnttBrRSY3cCgOtqBKcB6kK7K4kxcEgVlRQGvbIbIfgIiyVTLAUWGGxaegEr2zZyp2FlXgI7nvxOvq+sJ/p16+gmTwpNFoAhC+eJU0PbMH90wPsXO7EHbydF4fy/KK8ll9OrqJwOIXaUSMaaHJm23EqWYNfB8cI367TaA3gqZDe61Jd30ng1kef/NuM+4UBoWl4s/O86GsfxOmxaA43Obf3MJ9qv5ubax188cQ5XNy2H1cqfG37GViPmLTfuURxXQo7JJBC+JPVtIrSDGO6Ls1MEL1s453kugfyHs0bk+zoSxEpQqXTJPmLfXTXRlhcG0JrQPR4Dc9QsRI6jZ4EWsXGM0Ig/CKwE/C7wbXVDTYOTHLBQ+/COxamQ3VRqxaV7jDxX4dovfkE7uwcamc7cqQHKQQfW1qB7an8+Cdn03ftLloHFaz+FuotErlscuP5Ph77J4VTOLq/g4GzW5g9RzD6xSbFURfhCWLjBqGDi0y/rAM7CpmddeZPDRM74WKHVYQLba1F6nqLT43Y9eTF1KX978dtTaCODVHK+qKGW177WR664QN/kHf9kWXWvWiaFcEZXh9d4jPPI2e9oE70WI3k3QvsH1zFYL3C4iX9KA4QDGBMFWhsaMPTwC0YWAmQ8TDH39pL6zaHWkYl/W+PYsajeJUqwpVkt0tUSxK+eTsiHES0ZGjdGuTVL76fohsirtbIamXmnDhD4UUCio0uXBThUXRCHKll+WfrBawJT6EgOd7MElUb9JsLvCiUIyBsWmNlGo4OeY/EQ9PEbphm4m+3UOrTaT2QedI5WgkDrQFa3S8Yr/hMkXpPnOCjx1i8YpisB3ZY8Lp33c77kyel1PrhrJ+9g5xM0Gh1UWIWiubR6LPJ6TpO0CB+pOFTd0wN/batcPFm7LDCyC+vIZiqEwhZBE40cI4cp2N7msrpA0R2zkHAQDVVpKLTSILUfSE9rSqwDPCCLusGpsg3g5ySmeTd33sbqgX93xgHx6HWGSZ5Z5TIjE19tNVH4TU9Encc5hepc7gxdA4dn9uKHi7Ru6KKPD6Fu3b4MceMq/a/iqntHfTe3nhMiPvc3iPUXZ2DciUAotr0hQuBb278Bq+qv53Rj+QIz2U4cbHxGOT4ploIjq3nyoEdj13vgX/7JFL10Tha1UYpPj0FbfrFDtIK0POLDjjxPBIXsGM6N/39+YRmLYTmUd7YiRORfGP0O7zsJx8isCyoF0K+Q4cnEYUKS+88A9cEKwGKBb3fnUY/s4PFTRpVK8LxE1HCEz4Vp39XDW2hxMRlKf585Db21LuYaiRYCkfYnQ7hBBUaWQ29pKHYvro/AkKa7yqxUIxilQ2mjCRdgQKnho9y8fB+duU6yB1sJ7hg0faQzkSuDz0J9dQf4ri9yRmk6yIHOzl790u4/9ovPfkNp8DgHW8mEmtw4KQmCythzXXXEJwXVHpUnKSD2+LipARaXkNtCGQLuFd2E1roJL4nj8iVoG7ReuNhUFXczizVC8JU+hUy2dUk91RQKw2E5+Fp/rzSKPn0YSfkU4ilLkl1F+hP5GgPlPjxzAa+/IsriCx5tDxQAkXBNVUUy2P6vRuodXjIgIeRalB+MEJ00gOhkB9RyI8MEFyC8JzL3Gkq5miR4M9jpO6dpNbSw0wogWa65FdESNLGhzbcxpSV4sFvbUZ5YBfq8ABydoFKtQ8SMfQKDPbOc28DfpLfzCltD3FtbhUsv4iPrPrFY5fzvIs/jTtqoDZdvHyBiwOv5bbGDX9wX2abcRTTpfGBEoWftcHhp01TRwihSCk9AOET9f+rEAeePST/dY72v8pxPI/4b11MWB1ZZtERVF6ymcab8rQoOZYLEd47/lJ+PHg7APO1CKKhoFdc3PFJlJVDNNMmlQ7Nn4C1RHEDEMhJkntKCMuhmTKwogEURyIcMOIxam2CRotE764wms6Rq4VYnEqCBHNeQ7UUosdtwnMGUjE4VvahsTJjU62ZHHEydCULqFGbWl+UyEKCZsIfnLV7d+G8ZTNGHtT6kzmQO5a6uC2RoiENPrPnQtrjJa7s2MUT6VsX3fY+jr/oX5+038db9vDxlj2M3f96Dtw/gJ12+Oi5NzJmzFJYEeRuZQQjH8DTFPSaBFT0ikA1dcycxYE/7yG942THuF/FigZZONMlmKpgNTV66mMEjy7jjk+g2TZxtQWpKujbDyOdkzD0czbgmgpWdwrXVBj8XhFxzPe0O/7eVVhpD6WtymjrEl/vvRul1z+pt0yeyWWpXScLCY+HG4B6SiWaSZL9zg4Y7uPgW6PED8ZJHHMwCya/2HcGAMM3TFDZ0MnYew7xhk9cw0i0jBIM+urkQlBtUUkerOOc5kNEL+1/P+UNHRhr+5g73aTWEWLFtbNQLHNJ8q0A3Jr/ypOO5/Sxoyy9pchtf+kvRv6QAfj0IQ1Jsc+gdVeIgx8ewEvYJB824TJ4U2yB/7W4iqxZIZst0hfPs3/NCFbC504unGai1oK4YQ88MMprMfIWdlSnmfQn71bcFwOLTHs4CY/N5xwmY1TRFJc7JkYpTsaIHlPQ675zhK9gLigbcfSqIDrpEVy0UGs24fEohUgYt7dJvmKS2e1hR8AoWL613GIF+XvF73XvvY47/sLf+P79r8CyNXTNJZ8LI8s6Y7lNHHjL9Rw469usN69momsVjZV1XhV7lOUromx9cBMzb7LQdpkMfbfCiSuiuKNVmmOSghsh6YFIBdDu2I7W2e7rI9Qtyq8+DTvkK7MLCbUWlVomQ7kPnFCIkf+1G60lgwwHELUmwtbwTI2FM9K+iGkSnJDEqHhQrVPpUGm7e4lPLr+R2KEywRdpTFziISOgLehINUhqH0RmPE5cFkYvh2n0Wbyobfdj1yIyAXKwi45v7qPtwW7Env284c8fZVCLUG+RKGMDiMklMHQKl6zgvW/6KWUvwB1ndEMygR33cIIKCNi+6fuM7LmG8FyC8NEC4PtbG0cDDLRlaWZDLJ03Stv9ZZR6k0uHP8Qth//hKXNw4Ma3w+8VL59LHJjMsuW7FvpMAW9qlun3bKTzC9vRrkrCR8D6Qi/NhL8gt2Iq3p/luXX19Vx96BVc3XKQn42sw/YUrmw7xkBwkVkrwXnRffRpBfaYXaS0KncOjkJnK3oVGmdVCOgOluP/wkRDw6vpqDWF0kKEshbiWi7kR9EC2ya7kFMhzIKgHjKZaqTojeZpuP7iXat5VFtUUgfqKE0HqSqoPU92IY5OWej37kakU4h4lL6fFVAWCji9Lfzm/I1szKzn1efez92rfvbYPlv7e9kfaMXaHyX+iz1g6DQ3DpIfMbCiArfPIDsNc6fqKK5O+3111IaDXnHRGoLEYYvcyhBaQyISMQITRTrzJkrdxjN1xH07CY8MMHNhC8FlzadRqIJyp0J50APD4+q12yjYQazlfkRAsrBRw+xPojYhs6MM4SBsWsnyWIT8Sg+lpcE37z6H0S/lyA75hT8nGaA4YNJ1l0M9q8Er/PN7cL6f8ISKHZWoVQWKZRK9KoXpGMHfHmH5RWO89U23kNFKfPvnl5HZ1cR45BB2eDVOQPDW/vu49rwLaORjNM7vA2DFX19H/JhHYjmPWqmxfNkIqV8eoHr2CMG5Ohed/nF+9eBfP+ne/K4ICTDhPD+qj9JwqbcHCD2yhNqaRFks0n3dPPUrbfZ/YoQV1y76bjIhibAFoVlYOCvD+1/1U37ygg1MTbeA2EB43sWKKkSPVEncN4G3uIR0XRQ9htUaJfqrvfzonRt5Q/dDlL0AK81ZXhbJs99usOiGOdxsoyF16p7BQj3KcTvNrnwHDUen2jSIBRsMxpZpeHvJuRFiRhNXKjQMgYyGEKpKzy1VKr1B3CdYSV4ceC3GxhUE8povSDhVgEIRpTMGniTzW18sVM/VuP/qoceLCUBwyaL/X2eRmQSHX5fADXkYrXW8sMVSJkBql4NyZBJnTT9iyzqMO7YTzKTpr/ZS7oqSONqA4gLyrHUwsUT4Nwex1/SjNB2Ue3eirdpCpdt/fnkGOBGPRG+RWsOf72zJjPOzn52B3oDG6rpvnx2MMvh9C+OkELbSmkHmi8ihbqxVPbR+exe181aiDvZCqUJudZjaBeupDz0+pk3s6aB1u0RfrsLMAmTTfKz9dg7bIT55TwKrN83MFZ1UOyHbspmrf3gqXsrBS0XQfrOLdOcpeJo/s78iVPMLCvjororX4OyhC7m7Pkr3m09w+GdDSBFj+O+vA+Dwh5+MaDx20dcAuPwzzx/1HUw3SNx6ALraOPCBECv+PkdvNU7fq6Js++vruXzL5cxe0eND52vg9GQJv3SWuNGg5uhM5xO4d8VJ3TtJ4kdLsGoQZT4PoSBUqshsEjcVZuf32th6dg+hgEW5GiAUbELYhYZvbyw1cBVfVFCtKUyWEgDYMyHMgv+8/3XLMKGOJitDM3hScHuyjWqniV5xSe9zCI0XmTvnyRSlizd/1Le11DUkYP5DkrF3vB6AV41u55rUb3nl/tcxdL3LicsSj1GzAP7mbf/Gn9/5Kvp/7JJbYVBYa6OGHAg5WDkDvaRSHHMpbnQp9qUJLaQI5D2kInACPoLBCzq8/NRH+ElmHZmb55CtaRCC6PEqlc4olS6BmQe1CY2wS7y1TD4fplQJsH1+kNCMggrMbRHEd/gCycFjOZpdCcIzEjwFxVWwoxHKIw7hC3OUDmSJHxKk99RRtx3k0N+vJTW0xEhykfwjLk5nmvhxl+omvwda7hUoboR/2nc+Lx3cSW5FkKS6jhPnBdCqWfqvfoCp951B1w2H2X9mD0q/x3Xt2wCdD6cP8ffLPh335uOrec/Dr8a9Wucdp93OLbOrMF4bh1SCS0f+nFsOffpJ9+bLXQ88JgL7xvg57PiXp03Ta4Aw8LuBOXJy2//E/x/Ef+tiwpxr0vdLhZlz4dVd+9hXbieg23y+7yccsP2BzVQd32M5X0PNpqn0x1hepaLW/OqqZ/iWZlpN4oYNhKFhLjcJH2/6kLqQgazWSO9zqS6r2BNRTkSiOBEJLSely9FwglAcCiMFhOYlZkFBeFAtG3iGQTPqMaNI3KJBcLaGLFdoxhXMmIF76Qak4i+Wfz/ObT/MenOOr+ZOp7kQYnZvlM8n2vnmwGlc0bOHXcVOgqk6406ZvqcQWjlw5rd5RfsLeWRfP6+PLgE6m7vv5y/NMt8rb0GrKJjLgsxeF8XyqHUEMEoumW2CM967lYlaipkvDVIYEoTSNb644QaOWi183LucjhtbMAbSuJaHMePbAhYvXkU9o2BUJEbJxYqpaFWXco9BcM80sqcdqfne1uaSQiOtYiguDzc9+rQa067BV7vvf8r77Wn+NVo+NUtgOEV+WGPThsNsM/pp+/IOwt2dpBJhlPFZnOEunKBAZNPEDiuIuo2zfghx3w60jnYe+ej1vOrYBWx7ZIjNf3QtS+/vRGlpkL7Z55I21zQ5+PEkI+9YQnS2Ue97sv/3ir++jr6vBzj+3R7+MVc6ufXpS7a/H8IWtHxvN/OvWYMbsVF1j9Lw4+XIuFZDFR7b6KJgBdBekCOiOcxOJWntLLC4HEVZMAksC4zlOureY6i6RjAUQpYrxFQFEY1Q3tCBUlM5mGuhECkTUB0igSaVhIViB4hOOZjzdbyASthUCRQMkB5m3neSUKpNohMRmskAigqJYx7lHh080GYLqEGT3Oa0D7l9gjmCFYd9Vpjf1gYp1wJwIELwkCQZFDghSB52GB56I4df8E12bP7eExxwo/xD66OckTyNwIM6pVU2x14eZfgrc9Svd1mZnOPWyY1IRUd40JpfhbvjAMyBMHQSNxeY+WY731v/Va765p+R3eFz0F1T8oKzdnPg8tWEpxtIVUEkgtgRDU/3uYvGgkdml4VrqkjVP5l6CyycmaHlB/sQmRR2JIaM26hLhu9aUBe+7oCE+DFJpVPQ1l7gocIANc/gkUIfLT/ej9A0iIRRahb1c1axybwdiCA7GkhDo76mg7ktOmJVmSsih/mb2YsQpuG71AD1jEpmawGAQ2+8nsuveyGFb8X4yK6Xcu5InB0PrGX64iwdX9tN6eUr6bijiSj4+17a/SfcMvm5P8zBmI06/dysIZ8YarmJFddRa2HEcoD0HhtWD3HwwRhaAzpyTeJHDQJ37mTxzafwnRXfJqmECagOQ+Y8Hxq6ld+UxhgNzdFnLPLz2bXMNuI0XJ2H9g0gbAVjWSW/ziT99d+S2ruaemuU5dUqzbSElgZK0EEUTMyyb7s7V84yq2Qx8gqBZTDKErWu4QY0tgZ70HUXY9Igun8BMx9D3zeBvaIbbedRJCCyj09upSKQnoRgABoWYmoW2lvRjs7Qd9jDzeV58NxTWf/e1Xxw7Ff87U2vpP0+j0iHSm4U2qfaoFBCuJK2G/Yy+Y0uCvkgLbfXcQPQSLosbAoSyEuMkodqSxTbo/WmY8xfMYB9fYD0e2zARB6dYPo962kPrEUWGzhhyGcUAjnlse6F8Hxbsu8+7FtMCymQEZf02AK5e9pQG3Dk6gjR8SitD5WJnmiiOCbNWIhA3sONhwiNl/1xLmPgBAVOSKEZF3yvkmSTOcnSjhbaDzi4hoJR8OH1TUsDW2Hh5SsoX1DlhZF9fGLqRTSzAaQm0OoNAjkHK6Zy3ddfSnAJ8i+uIBTJ2E8+hl6LElxyKF+82keeVDxEKERuVCWhBvEMwemv+SwP/puPUPidKwzAlr94J+k7xoEvPPfElRIzb6MO9nLsqgT933PYMR5hTJ0gtUNl/vw2nLDEzdiIkoZRkdRTgn21Dg6Ot6MYLtUOgV5VaCQUlN4wEdfF6/U93L2mgx3VMDrbKH8vyyeHXobiwHXZiwm3VrmqfxcRrcHD+X48KXA8hUIzSKkeoFwIgqsgKiolI8akluFEXxIPwfRSAremMzBjUR1MEAyMoR2fJba98KTTU+IxFteEiU3YqE0XubiMtCzMfdPUN/k6XOZyg3p3jCP3pbnYNghpNodvHiQdc1h8RT9tD1UY+dwJiIaZfFGWC1/zW9qNIr+45XzCsyHUqoVnaL5wtWUTPDBHYCIImoLXmfV59ekYcnqOeotJPR0kEd1A67d3wevW0kz4WiN6UcGdSKFEYPyeCEfNQQKW/4wPR5qceFU7LY9YmEt1rM44uqZCroB0HL+APlNEAqF7D+HVG7ibx1jaYqMGHVqSFY46FfZZLUTGBarlYWUjvinncpF5V2WjaYOuUek2qbdAZBISO5dZ2JQh+YiOMpfDcV1SN+7BXTXw2DX+k/tezUcP/BWPbIT9tsqO76zGbIHQaov6phrawRCJQ5LMvbPw4cfvze9yd9ot+8LTzzNqhQD22n6OvlrjbRt/w6+zZ1DP6tzf8HjD/W9huM3GCYBn+o0xz1QZSyzQE8jxtXvPITijIpwS1Bv+ol1KvKUcc2/fiKf7yAWpQfs9RbgX3HCIpCqodCbxWgROGLQKRKe8kzRWgVUQ5JMxMDyMkoKZ94ekqeNZ7lDHWBmf53Api1ESOKYkNOtSGDYJ/uo47bbL7AUtj+fuYgFPVVFaMnj4DgeDf5aDRpNHZBtvGHs3Vl+A6aslf3vJD590ba4KL3Pf5kfZfsdGWrZWKY4GuHyDrzly0941uJYCqkTRXWp9DlZcwzMU1KZAPzl1C0xp7P1YG8YfBXGGOsmtCOEZkHm0SsedBer/WGNqbxt6QSEwq1HLJVGlbyVrngSjCA+0niqzF7XSfquHFw2gnhQ4D+SF33jMSzxVIz/XgmlDtQMSR1T0eAyjoFB9KMPBhQzZoztoXrCa6MMTJLL9eIaPNgouOhR3xLgrPIJZ8tDKFrFjJumf7EGuW+kjaSO+k8TBLe2cGfCdxu5uCD6cPoQ3N8IlQWAqSPd9Hssbo7SHyuT7OykOh0n8YNvTIhQuHdzC5J+uetoclVL+VgixQghxAX4q3CmlfOh5J/v/xH/LEFL+N8RTnIxAZ7c8N/tm1M8XeHHrTnZWuzkvvp+Xhf3C2PC/vZPocUH7bXNMX95GcFkSmrfxNEFhWCe4JIlM1H1e0+EJmqeNUs9qJH9zAtloICtVqpdvoDCoUllpgRSYUzrCPWn3gq+22nbnPM7hoyiGgdLRTvGUdkonu+yBvMQ1BOF5F08VSBVih0rIXQcRa313g6NXp3AiHlrV3+fwXzxe0V7/y7+mWjNxHYX4fUGCix71jIKQkDu9iRGyuXjgABsiJ1hyonxx59kE9gZxDeg4a4o7V95EU9r8opZ67Lr8LvbaNT42eQUhzWLfciuLSzH0gEMo2OSV/Y9ySugYy26UsNJkoznPFTveivn9JIUhgTtW5aKhAyS1GrfPjGHflKX1niXcvYfQshkIh3HaE9gxgxOvc8ncYRIbb9JM6ZR6VcKzHlZEodLj84rtngYdrQW6IkUcqdAfXuavsg8QUx4XV3vt+LkcyWdYXIwTe9Sg3gpyoIqzHGDkW3XUyUWQElmpIrJpls9qJ3a8gRNUqbXpVLoEkSlJ+o5x3IUl8q87hcwvD1PdMkD4A1P8cuQWAP5yYS3T9QQXpfbQqed5sDrMPW88hWpPhObbcnTFiixe249WdTn104+w++ohAG498KltUspTnkvuxs1WeXr0Sg7+7SiZwWU8BJtbJohpDT7VupNpt8y4HeZdn/9jSisd9JyGUYLEIY/o4RJy7+HHFN5lNIQbD6FULZTFPF6+AK6LGOnn2CvTWL1N/uq0X5JSK4SVJj/Lb+ShuT7UH6bI3Dfnu0aYOt6+I36X1nUhYPqTnmIZKT1E8PH7cPg9fagN6Lm1ytKGMKl9DWbODrD/Y4/n7eZb/pJ12RnuOTGIuiNCdNJ/EHq6YOoChcCCghuEV11xD01P44e7N0LBIDTt/wbUJtTaJbGj/qK+NACD3y2wcHoCOwx6zedm1zMKwoHcehc908DOBcCDnpF5bl/5Y3ShcenByzi2kMGdCaF21BCHwtgxj++9+J95zUNvpe9LCrU2v0MW/8Ue0DRkr+8pLU0VpeH4tmmVOjJfQAQCLF3YhxPyLdCsKDSzHp4hMZZVmm02A/3z3LziJ5hC52VHL+Twz4ZopMELephLCluu2MXVmd/yZ194G513+Haps69fRXGNAwEXbcZk+BsL0Gjyrjvv4OHqIFtfsxKxVPAvcDiE0xrnth9/i5ccuYj9860E7o+gl/1rldnt0UgotN05jzcxjXPaCio9Acyii7nU5JPf/QqvuOsaVvztHLee+KfnnLcAPatj8qJvvJTpN3RAucriRb3Ej/sFhsh9R0BVKJw/yOwlDu/efBdzVoJtH9qIVrGpdQSZutRF6B4reme5pGUvZ4SOcMzK8pHtV+JaKsqcSct2SexQGTE+A66H0DSaa/twAwqq5WGHVRTLh/SWewwqJw2SQnMQXPR/I0q5hhcNIVwXaWgoCwWmX9ZL523+OOEcPILW4dNzbpn6/GPnd5F+NUJVEaYJuoZQVbyOFoTr4u45iNbXC+UK1ppelKYLD+6E09eh5aq4R0+gphKUzxxgfrOK2oDsTpfZMxSS+yD9yLJPsZlZQASD2AOtaEtVmJpFDnVz9Oo4sruBmzMY+3IJUalTXtdK9OFJEj+ss2O2k55PQnE0Sm6FoOM+m4lLVdZtOsb2A70gBR886xbelfCpBLZ0GPvxHxOa8q0Ooyck8WMN9NkiXjSAaPgLG+/QUdREAq9cRuntptGbRLFcltYGcULQfUsOL6gjdhxE6elCBnQOvzFFfEWOzJVHmHv3abgGtG1t4Br+PZo6N0CzxSW5WyWzs4aVNKi0aWz9uM8/f/fMqdx10yaC835Rv7jewpw0+MfXfp0fLJ7KQ3etIn7Un5+Ue33KyOA54zQ/3o4xX2Hy4xr7rvroc87dQGe3PO+7L2X2B320fXs3yy9bTXjWIbjjBI21PdhhlamXONBQyT6oYpQ8rKhCZNpGq9poR2cgGMBpT+FEdcpdOmZJEvrJw2gDvTjHTqDGY7jFEsrGlTSyQSpd+mOOJ57hQ/zrbRLPwOddJy3/fw0N4YGxqKHVITYuCSw7SAFuUCF6/zEQgvq6Hsz5GmJ8Gmn5Hfjbqt96fNx987UYZY/QTAMe2okSCqH0dFIZTVFtVQnkPKodCk7Qt4NsedQl8vAJrNEOjL0TLFw5Qva3OUSxQnmjj9i5+Z8/z1eLY3zrny8lMu1gR1SWVwsyG+d5fe9vuXN5BfO1CJajMT+TIDSuk9ntMv0Chbte/hneMfxC6r9oY/rRdoa+W0S7Ls/eo12MfKnBoXcEwBZkHlZJf3cHSjTCgY8MEuiqUC8FiO400JoQG7cxijba8TnfAnFhEc920DIpvEoVr9FE0TXQNJSWLMXN7TTemCfwjSTR4xUWN8WIzDi4psL0eZKfvehzXP2V99NxXwOtbDF5UYzaiEUsVaXzbUvkLhoiMuUr8S+t0XFCsP/t1/Pp3BB3vfUM8itDXP2B20ipVdYEpthgaJzz3mtQXMnUJZLETo1gzqcJ2mFB690L7P9wAuoq5oLKob95//Mac0Mt3bL/ze+n4zMPsHjTGC/t3cnWfC97TnRA3mDwR02E46FsP8jyazaQ/fkhcpeMkPrVYaqnDWAuN1H3n0DEo8hIEDsdZuKSIHrFp48F8h5WTKHaAXZU4oVdn4KmSpSYRSBk0RiPkd4JmVuOgK7THGln8kITO+qhOALhQOKAP8dtpH1tGcVSGPnyMsJ2QFNxDhxm6ZozyJ9iM/7mx3VRLm17F+g6mAZewi+6eyemEIZB6aIVhOaa1LMG0y9yGe6boz+S456JQRI/DvvzyAsr2A0NaavQUECBT17wQ3ZUe/jBw6dizvq/r0an76okIjbS8dF+L1n3KEmtxncObqbtWwH0ksPS2gDWuSV6Xn2I1+w+zvmh41z0xQ/R941x0FSo1XHzRdTWLNZwG05QRau5LGwM0Ez64q3xByeQpTIim6a6sgXXVJAKVDoVGimwUi7msopa9+c7Rtm3vUzefAB3rJdqR4D4/eN4yzmUdAp3YZHlN51G+hu/xTtjLWqlibfjAGosirQsGuevAU/6Lmuzy+A4FL4dpyVU4cCvB4lvXuSh9T96fKx49BUMJZbZ+vAIo584xP5PDvLRc2/k22+5HHH/LpAeaiqJCAaZemUfXf92hLmXDLHj+qfOXSHEK4BPAD/CF2HcDnxfSvmHlYn/YiGE+ODAOa/7h3T/hv/XhwJAZXGC/Td/7vpnsYb8LxX/rZEJZt5FOItM/nSEv1/fQV/nEmm9yoj+CHdVV+DEXNp/OkV9VQdCQrVNkNhbo9EapmVrlcNvMkEaiGaA0PQaer5xmEAwgNuVoTgSodwt6P3+DOGJCIc7o3hxG3uo7tOtHQF5AzuiUBtJE6pUkeUK3sIisUMhFCeGExRYMYVAwUOreehl2+966ipKJIL76D7sizfT86sGatXmxO+pqq/5wHW85i3b+NJvzwV82Lpe91DmJYojcXaYlEY1wiNNfji3ifHlFPrhIPVWjy+/6CtcEPShq+se+CPc42HCL/salwQfhwB+O3c6u+4coZnyUNNNqGn0dc+jKR6mYtOQBmU3wO35lTSSe7hp/Vf4q+xlLLw0jLec5/CGMQ6/XQdFkrgsx4F1CbpvPpXIngVKG9pY3KCQ2id59LwvELsgSMmr85bxK1iaa6OYD6AVBF5rk3iyRqkYZD4fpW7rrMnMsmyF+EpxJRuD45wbOAkzzOxkPh7nocQAW5dHEC7IuSCoUBgNky7UwHGRHRmckI5ZcH3ti93HCYaC2C/uZ/4ch8SBDEqpTHp7gUMfHMZJOoSWU9xUC3FeIEe/ucjRSpYRY54djR42hMZ5/017WXX322hVPeaqUWYvhL86/xdElQY7Ayufd+5KU8cd7cELuggBhWKI7h5fTbspbR5qdLC1MoATATVsYx7WaH+oTiNjIAMaalcHXsDASYZQH96H1pLF6cqgAN76EYrDIcKzNj2/qjH5whCh0y3Wm3PstbIsNyPYjkqzTVBZlSV0+268RhMtm6YxkMFcqCIPHAVNQ+g6sl73F1TVGkowiLnsn8P0uWGyux0WNwSIn/lk9x/bU9m+0IWVCxCr+pNo1fJQGxCa0XBNsKMed8yOMjuXJPtrHSck/IV5EoZPH+fLgz/g3PvezeA/eUg1gpMI0Ej7iCLFhWKfQr1d4pkem9cd5eLMHn6dH8NQHIZCi9zd8G0vi40giUiNkS0nuG/vMAEPWrYKXtt4D/FVOby/qrP02y4ik1B701qaaUge9Ki0K7Rd9wCHvrMBoUoCjybouCeGZyjUWgXVHhci/mJMXTJoH1ukY22JRw70sVwNM+E0GdZ1rsju5GOreljRP4PjKRyby7JzsZO5+oV+QUxVUcIhPA1EQ8FTJYoN3sQ05Ret4+HqIP3mIt95R4rh9x9HjceoD2Wotemc9uF3olcl2rCCc04Ra0ectoddmnGF8LxLaU2G6Q8nGfmXJsEF+7H7tr3eS+iQQXOw9XnzdxcaUe65dR2D5XG8pRyu2Ud+NEB4ziV/0TDR8TqR8TpCUXl5dBcfnrqCSqfO6msOsH2+CzEdh4bC/n3dBFSHbn2Zg412XjW2HVuqHOxrZbfRTz0dp83x8PYdQQmHMA/P+do2ARM9GcEzNdRKE6No4WkRrJgv7CgkKDMLeNUaTHtIQImEsdb0olrgxgKoxTrKxlVYUfNJ53bpyr9E7e+FRhNnehYlYOJZFkpbBmloNF90KtrhHN5MGeOgv7icf8cZRCdsxNZ9iLUjyGPThCeqZMwInirQKw6e5mtxZO6zkUs5/9gGuljYGESrBUkdCDNzZhAnaxE0beoRlaVNCbRmguTth3EHOshdcJj6P4U4/ucNQr/xrdCWV+iMfnGRYns3K/ccR7ou//tdV/Dg5fv4du9vqEiLC7fs4t6fryewDIG8i1J3kIvLMFEH06R52ihaYjXezsMgFL97qQqW1gZp2VbFieiIfBlluoZIJpBBA2lotP5W0jiSRqjHicx41NMKnq4QmKtiJ4M0umyMqIWnhbGjOorl0XLTYYZWvxOlIej/y4fo7xjn4Ad6kZokvsMgtODx+YkLOLatm77bG7imysTFGqKtjpwPULm2i/BCiepgAtupP3WCPkMceaCPVElCbwfpH+2G/i6QkkqHTuKbD8KVpyCCDsXLGzhNlfTtAea2GDSTOl2/7seKKsQOVzF+s4tsNoMzM0fptadhhwXJA0m0/ZNoqSSe41Hu1am1+Y0Hrep3jJ2goOEIhCIRrsAt6hBxUeoKwvULp8F50CsuRqGJsBz4nfOTaeCZCnLPQcSqEZRq40nndtGpH8PdFEWUAEWgRqPIZhNyBRQnSTMBdtgv4gYWISAhsNBA1upoDx/g4CfXEugpUp+NEXxwnkZSIfn1B/njP7+IHT9cRcdDBZTlEl46Rrkrgap4rDEn+Y0YZVN6ku5Ajl+HRtlntDPVYtB1p8eb1ryW3A9CdL6pSNcaByVXxnuTwdb7PsfXT1vLiR9fxMA/H0I2mkxfswFPh+EPbEXt6aTZa1IY8Yu1lQ4dM6ISraZQGhaeZaGNDuEkwyBAm1hEVqrIet0X5rUlhUMpWlWJaFhkdlZQ6jZ2KohWDvDSB99JsIFvB25qRCcktU4V8+4EuAtUOgRSmKTvOoE+0EfLoxb9HW9DX9boV2pEpmy+P76JawbvISAc3j19No2kTxkdHZnglituZvBH72DwBydz1PUI7zMI5His8Pl8Qqt69Ny0iKuqiJtTfKv3PNaddZiNA5PM1yKo2+ZpnrWSYGcb9YzA62tHa0gKFwwRmWigTS6xdNUKFAeSP91Nbc1q7JiL3eGiP2KQfGAapyNFIxUmsCFPJlz1aTeWQdiwiJkNphSJdTxBbVMfoeMFtJpNcMFErfs59TsnJrUpURsCta74rje1OnOXdRM/ZhNQR2i7awFkC7z5CSdoGMhUDFwXqSl4YRMlEsYrlnBNQbXDpJ5RQHU4vpDm2PZuYkcF4ZkGy+9yuWxwH/uKbdQdHcvRKNYC7Kj2cPfsMFKVCM9HDmD6c2IpBfqsgRuS3DExSkC36UgUGX+JgZI3Gf5WgZkL4JbxrZy9+yW8fs0Se//4et7y4jMZL6cYjNW54+GNZLf6AtiK7o992R1NzONLeKkI1lAb+s4auC7lbo16BpoZj9AURCeg1vQpqXoFUPy8cMLgmCuITNt4hqC2rhu92o4LiLkFUnurqF0dKLuO4awdQB/s8y3s63WqLb7tdCgdIzW7DKZJ4u1Ndn6oj/bT5lnY3cLA0XfwkjO3siPXydrMDEdLGbSqny+iofD66BKv/8E3ufjlb0RYLhybInduL9FJD3dpmewjrc+Upn8JnCWlXBRCXAq8BHgA+C9fTPif+I/Hf+tigmuqLF0+TDMJZsRiJh/nAaWfVr3Idz91Ccc//UXO/9FbCO6eYuqCfk47Zz/jx8ewogInrDL8jToTl4TpOmuS1KY6W0f7CR3R6f7cDmpnrqfe5pE7o53Ur46Q2R6l3GvAhhJdyQLThThuyMbUHU4kY0RHBmjdWkM4EhRBaLbud8kVBeF41LpCCE8jcGwZGTIRmoY2NAC3bUUbHqQ6liYbW3zs3Fb+1XVUV9p86d7z0QoqTsTDDgOexFy20QsNQuOS0vow39t2Kis+OkvP3CHm3nEKA+dOPFZIAOh79X6EofPZTRdxyYrHBVhunVhB8oDf3S0NmyiuwHZVeiN5DlTb+fK+s2jmA6gVlfs6B/nohptYH53kZ2teSOCBCsrOQ0R3+ROAwJTO2F6f6kCxTOxREG4riivZ8uX3Y6+oMdY+T0izOa3rBP9y+h0ExZMn8vc24KjVgio8EmqNRSfqw+S9GaqeyYOlIRJ6jbOTh+g9f5k7pkcp7U2BAaU+QWQy7tshzuZQhIJWDIHtIi0LEQ5hFj1WDk1z7PI+eh6uoBXKRKaSFKMK9WKA9/76NWwc+//Y++94W6+zvhf9jjHeOntZc/W+e9He0tZWsyQXjI0LOHYCpoYDOBTDJTdcSCEkIZdcSDlJ4AQIxDmEjmm2MdVFbpItb3VpS7vX1fvs7a3j/DGWtuFDDrFubm5CwvhnLy3NtdYs4x3v8/yeX1liNlMnRWCLhH9/7fXMlxq87eAneOzRn+bNHzHuw/klyeWHJhm12/QW9uUlL375e1f0hlz7Vo9/+Mgf8ExngefTaSKtsEXCTzeOkiD4hvJT/PbBs/zAPZ/m+9+0zMPn/zob62UY+tSeylI53yIqOqiTh0jOXyVdHEVXi4RFo9NWoUXhI69QHb+bf/jE32Bhbot6P0OrkcX2YpJxTbtn4d91kKjk0hmxCfMCd8SicBnE4gzBeB7nyYum+YljklYbp2OArdaRlPiqkS38h2O/BvxzAA785k8wWonYulzDGkqiLDgtTGM1iCldS9h6wKD0Oy+OceSDTbh2m+TMYa5/i8N9J2/yW4ufAvJYVzNE+ZD8asyg5jAYT8lMdWiNZhCWRloJjpNwX+k2X5u7TSfx+U/XHuJGdoTrhRr1IMvWbgFlJzw3mGFubodVv0y372P1oX6rTG+vyoHf2iW9dgs1O8XeIxNY/ZSJL/SQxw4z/lGX9dcDD7W4cdrBz4S8/8hjPJq5xl2Oz7kg5ld2H2YnyPP6ylVO37/Kc81ZXgymOGS3eGPmBj8/1mIht2c030fh+JPfwlpSZPrsGlezE/ibJZwWlF+RdOYN8yh63XG0hN+4cB//4r4PcfL0baJcFh0ECA1uM0FoyF7ew98tcmMqR6ENmdsd7BEfNUi4+R6fP37zT/LNz/wQuXVzJlQuJVzsT+LvgvPMlS9/0+4v58aAA7+ySTxTwxJfMvLcO6b4me/6ef7WF/83ss/6jNW2mbXy/Pr8Z+EnPmt+eAZ+dO4Ev3HxLIXPZTjfP8A/PVTlrbNX6MYOg8ShYA+hFhCt+6A1anIMXcqbJJ52B+G5yF6A3GlCkqKEoKY1qWsxrDr42wHxbh0hBQiJUIp4b4/EWSB2Yf3RPJUrPtlLO9z61j8rDQsmCrivLEG1jJCCdB9IE70hyXgJq5fcoSnrTpflb18k9mDsw7fY/eaz7DyYcuTvDJE7TUorW+haGaSkcMNlWIN4tIC4vYzM5RArW6gwT2rD3kmfOAeiY8GNApVdIxWqz6c0Dx1m9LkY+fqTHP6PA3bvzVN/KMTPD7E/XmDv/hFiXzC6XYHVLcafCnkxOM7i7NE7bLe0rAkLkNmSqGYPyiX0gWm4vY53y7Al9Nw0emkVtMY7d5XgwROoS0tYtkXn4QPs3qWYenyIc3uH3t2TqDCldq6NODSPvxPitI3hGDdX0PcdQXUs5hc3uPGgZPwDl+DoIjqOmf/D0MikFmbRroO/JSAVTP7RBjTb7HqHmdpLsBpDrEvXyZw8Sx+P8S9qsjdboDXZW20qH/6zKRz/peU2Ew7+5FXI59DNFsxMIrbrIARv/oEnmfj7TT7wiw6JDxe/x7An3j71Du7N7fHe6tP88VfczYcvnib/MxI1OUH/6Cjq6ASJY1I+wqKFk8tCq4OIYxIXhjVjUunuSOyukUSpwEhREk8jUoHuKkQiEKkxJs3sxDjNyCShRAlys07a6pAuTuLuBEjfJ3UsOse+VNi/+Y0/QfdozuTWD1LCgk1mdITk5hJ0ungbPXpf50HPIntbUXu2SVTy6c76FC8Jel91Fz/3Nb/ABzbeSP95ReNtRwmLAnXiMI+/XKLahXAkQ3CgQFCSJK4x3ftw8yxX6jU2vDwX1Ti3tqukgUIUIza+MWbs5ycITkmSrev4lYJhvAURD//iD1G+oll8cp3b330YbxemfuECSbuDWpwD28K9sUU1GCHKWfhLTfTaJsxPEU4UcCIT8R1WXYZlRc4ew3r2CnJyAgYDsn/8AjPBaZqHbNxmEf/5W6S9PtaReRY+mhDnbXrjmtSRRHmF0JC/qXA6CSjTHHenBFVLUXuhT/Owz/EfvYWulRHtPhbQ/r0pfvKdb+a7Dz/BPbllnn/PDNFHa1w9PwNH4Kfe8av8iyeN7r8wiLEGkF+JGHlhwNXXeOZqS7D8rhoirZHZ0jgtwbOX5vHKQy697td45B3fTewLvC/u8SPf+Tjf8AMNzj7/XlwrZqmTpfx7s9SPQ1JMqDxRpnRugygzybCsGH2+T7qzh2p1GPcOcHusRKuQY2qqThQrhKtZyO0xk2nyyUOn0MoGSma/7mqsniBxwWtqtDBDu2Q/iSnxNDtfMY0MYeMhm/mPWLC2zvhHu7CvvX/72PvBcQzrzvdIyxlUP0IPhshqhcL1PkvvNGxCa92lfNlh5FPLpNs7yLkZ3ry4xoxX56NP3wuxQBRDbC9mqV+l6A0IxxTdnYphE2uBUCnFcp9+JqLkBzSbGdr9HIXRLlNTdf7B6/+EH+p+Ows/vMvPf3iK8WyHsz/6ftS7d5AfHKHyxCprSYmFowlCm3uB1Y0M82NsBJ11EdeWkZ0OFIvoYo4oY4CCmeObpMcEqxsV1LaD3RYEFcNw1gJGT26zNV7A/aiLjDQ799ikjk3lYkr2IcNG0J0uwrFRz10hHgzNfQ5w25r2oiAqCNRwnuLnrjO4Z565P0pZecsoaSVGti0+9qEHGI6m/I23vMDBzA7nHh3S/8QEpcuSTw0UBTlk674M/q7mqac/wOm/85NkNzTpQ3eR+H9hyyi11q82MUJrnQjx/4NM1b9afynWX2owISpqGm/rkyaS9x48z0dv3MWN5TH+9fJXMd1JOfA7303pgMT9XJOZxyIu3TwOVejMQVTQzH7cZfGX17l2pMLC4nW++4HP0jiT5bcO3MexH7zA3nuOkypIZsepfmaZ4swIO/UCW3YBbwDdWWiPxKAhKkDjaGafEhkjlMLe7qC3dgHIb2QglwFLkV68hk41lpJYhw6gPRvvT15AXZ0jvbUMw/3otIGicN34C/RHjQeDNUiwGwNEvY3u9pj93SNkn1/h0j+epfrcLNmNlCurY7AvL33gha+lWtglabTwVMxe2iPSmp+rP4D3uyXKX1ihVMhSvFWktWixEk2yPFlBbHqMPqvJ3+yh2kO6h8v8yOZ70Upz7Po2yfEFZHfI1Md3icZyaCHMFKXVAccmnC5jDUykTvlqSreb4erIAlpp4ozmwc1pDo/s8K7aixx1NrjPtXnUg0e9Pz3h7gNbd772xEU+snsvG6qILyOqmR710TwMFHFG0Z1x8OoKZBURJyS+jQwTrGYB3euTvzXg5ufmDa32DWdIhjHZjZT2QYHIJ6SR4sLGONZkiqcihtqitVbk5Y4PB7njSWH1JGER/uT2MU6ObrLy1ftxZx/58vduWPO56/gSn64f49LuKFk3vBPfmaSCwr/K87uH3oJ844A/3LyLn/vgOyldTxkXgt3TUL8LKq9I/McvgdbIhVn6FaPj17bAbZrpdvCGkxSfXMLfnaB+bBqnr6l4gsGIizcAv66Jsw5R3rioO21NYgvkSBW268hqFn3yAGq3Q7qxhfQdxn//Fr0zM0x8YpdLP1Lh6L9t8dcm/5/Av+b29/4Qcd9ia3MUf8uYFg1qkFoCa5AYU8hbHdT7+7yudovHf/whRBgjJseJpUBkYt4+YswLf6k9yuyPPsntn3gdlYsaq5/i7Sr6eR8hNToWUPeQTcGve2dZmyrxey/cQ/Vpm2amxFPeJHYfxrdTYk8wGBEsL2aw2orMliZxBSBxWmZ6osZq6KxH4eYAe7cHwxBsi8IrdaBClC3gSxCpxweKX8PP5mB4dEih2MdRCd+y8DRvy17kkJ1js/wsXxhO0E2HzFt53jF9gb0wd+fz/+G7PsalwSS7YY72oke9kCdZchApyNg0J51pBxVqvJd8fjz/Djodn/E3u2RXeqRKEBaMIaFbyyPilPwNhdPWxGUP+8mLJGePcvA3Whz95iythweM/7MO3aNVvN2Aj906RnJIE37nKfi3r+nYJZzMcuPbxln89V3S7R3UcA6A1kLMd3zyb3Hza/4jb/nAt3NzYQRO//mf/3/XLvB9jzzFw2s/hJbQXi3w0eFdJLHEchLCvo2bDelPp3QOlyicaxt2gu+BEKRrm6BTZG0EhgFptwcbm1iZDDll3hPtuchCHtKUtNVGlUpYyy1qUYGt+112T1mIeITskiS/kvK6z/8bnvztH8RdaZBOj6KVQlXKJPUGOtXojLvvayNJixna959h400pCwdWuXVlgujINDtfEcJAGaO4gmkq9c0VdBQz0ejQvn8a6/oazM+avO7NXcY/s4O2JJ0jZVQg0EIy+sc3SetN9N2H2UpyRFkTtbt3TDLyMtTONSlf9tg7UWDso9e58vcPkPoJ1qBKdrJAZ3o/dkwaY1VrADI2oN/uaUHjyDj+LrjNFLF4BBmbOF+RaKzpAu5mF6Ek418M0QemERt7ZNb7ZKt5tu/xyE1MoaVgWBL0xkpkt2JS23gsaGFTEodRQUL+luBaYQKtIX7wOM71TSgVSS1JWFBoawQ1TEwMrA/xWBErCKn81ouIxRnW3zJC8NfPsviB26z/jXnyN9qkl28iTh1G3Fyj9BolmqktufIjB8kuSaZ+sYmIYtJmG1kq8PiPP8Tn/4//wIdfidh635cm/jk75EZnBFXV/KuxF/hXYy+wGH0H0783TvYTL6ODgFq1Qv/MvAEAp8pYrpFMOW2Nv2mkLk4H/LoB8wrLmmFZMagJwoLAGuwbE9qQ2OZ5AjhrTbRtmfO9kCN2Fc5Kna1vPMXoB8/DwZN3fGq0kjidlCgj8HYGDCYzpMWMuWa0Jqz40FUcOr7G3ouzDCdzZJ5fRsYTJK02g6piJary4hcPMn8kwO4m1NZj9PVl3K0REs+wA4ZV8weFBvlKjk88+wCVSzGRX6KfEYx2NcOyJMxD6rjkbrUQSQ41Pkri2gjHgqy5lrqTgsowoHQ9xd+JQEmsyXFa94wRZQUq1KjQMNr6C2XEXAm7HWHXBySVPNpRxnjY9wgqDk6ljM77JBMl1KUQb7MHB0oMqxa+4yBdlzQF1RpgNfs4dZckY+PuGLamv+0TlC3wXKqvpCSuIBkvI556mZG1SZLtHWSnC6UiulJARZr6ep6L05NMuU0OlXd4xamRXZF8cmDxB/W76Y9I8msJg4kMKoQ4I0mmMvDsa9q6hCXBd33bH/HBpfvgV0YY1kB1LMJ+llP/5v2c/3c/x9sPPkRy92H+aE8xbj3OoxM3qNo9vrH0LD+z+AYuf8dhrrw/x61vnWHy8wG5tZjapzah2yeNYzRgPXGeg72jBBWP7XvHAdgoFlgdqaK8BBkKgjLsnrRxOiaBwG1q7HaEtiWJp7D7kqAg6MwL0lCwd3dK+aIgKpo4ReE6xBubvEV+HZ9Mf8cAv0ohPRfdaGI5pv8UVeNTpS4vMfpjZb5//jP8y3/9TUZm4blw12Fo9nhi9QB/snOKkecUg1FIJyKOjW1xIr/ONTlKc+DjNs1Aw99xSFzojLmouR71vRzlcy659YT6kRJrizF/VDlNMBOCEvz0xTcSDGwOn6tzY77GwY+bJDBvJ8B96gpJt4fKZRGeC75Hct2ww6zRGpbnEu/WUbdWmf7jhDTvsndtkuYRjZgIqBzfZWezRPFFe98AG9oDj9mxOuunpvC3YThizuagKMlsCoLRLLI0jxrGqEYfmabQ7pA0WhSevI1I5wjzkqAk6Tx8gMwfPo88ukj5YpW9eyVpJkFoC6cp+eTucY4VNrFkyu13eUx9NuYf/eh3msFcUxNlBWe+5ycJJiC3Br1pj41HNXzi/36bCiHKWusG4AkhfhZ46rXt9P+O63+kNIe/hOsvNZiABt+LGFwp8tucIW052E1F9RVNb1ww8fmUxNX03n6anbsVMob5/3idsVKB3QdrtOYtsudj1JUsjw2O8cTyaRJPY8/1ufqjx6m+BJmtGG1LdKWAtdtl4pNdwskiUcEiKFqgLbw9Q1UqXRtidQJIzKGppSRpNgGQQYAMQ+P67PvoKCbe3sHyPbbfOIZ3tETx/C5yYRaAwk1NakkqF3oMxzyym+A0QuxXbiPyOXSrjZgYI3OjCUHI0R+5SnRynpt/w0Unkr+3dQ+/e/4ejnzPRXAc1MnDhGmXd1/4FupPjCNiyAlNvLKONTlORgisXpbWGSCRFG8LSo/fhjgGyyL7+V0mrcPGmK4/YPfUBHY/S+Vzy9gr60Zf7BmN8fDwOPWjDqXrEU7LONuGWYcob8zNZCTohUWe3c1yo1HFs2KOlLdJtWCY2Hz7xBN/Ro7x6voKf5f/MDQNmSMTOoEHqYBEkNr7+eAFCz8vsYbGbAsgmR1FDGNUL2D0OReZQJxRJK4kcYWRS6QCYaWEuz7PNBbBTslbQ0QoEBtfMqn7utef43c/9yBJIrCAp67PI2Lx557rf3HrStgdZNlYL1N90qE+A5duj1I/CWk5Yu+7Eg7/8z2Ovm+LJ58+yuLnBiS+MQtc+PtPG1+KUhE9PUFa8Fh9Uw71YJP1m0XyNwWTH7mNHgxIDs+STI/gbHYYfeoSJAnp2eP0pjysYYq/3kfudXB2PEOnjRK0b5OOlZGr29h7PbRjkeYzSMbMz29skX3evI58uY+2DEVXK3MSW02LzJogv5ritGIyOwqnGSPi1OiDX7yM/0NHeeze15FrxwRTBTozttFFt1J+7Itfw71v+hl+7JPvYeErY0QM5ZcatI6XsHpAV0EuRgwUheuCzHbK+niRj26cYf73gSSiP27hJZBfGmKfv4UOQ+T4KHuPTOC0E7JLHVLXJr/s4O4MIUlJtnZgqooaxMRXbtB/z30gBLk/fokCgK0Q7T662ULYFpSK9A9W6I+aoucXc+/kZ8feyYHX3yZjRVzYHOc/jezxwYMfJqeGXItG+c1umSnLyFnG7Db1MMtMoUnBHbKZKzDsuthrDlbfRLglnomwbN0qgcZQya0sWsKwbCZCqeXj7ybUzgckniLOWljHFpFffAVZLnL66W/kW089xa+8//WMfx7szTb2F8dJRiD6856tX9aKCimi2UbfdRhrqOmNmSiuxE/5x9snufUehwO/E/DP33SYH65evZP7/uoaVTlGT27zFeNXeWfxRTwRczmc4J98+BuYeDFl76SLsjX9mkC/bhZrOE3mVgtWNhG+h1AK3e6QHpk3ngiuTWwJrEYf0ewifA9cF5Q00p9uD720ihuOYZ2YZPKDV7j8U3PUPmER+wJrYPZucnsFff8JRJwQHZnGeikgHQwRw4jUzaGGJkHFGmgqz1oEj01y7LPXufIPDnFoZoWd352lf3wCpxkiBwPEoXnCiQJyu4e/HZhmem0D4bnoKIbNHUQxjwqKeHWB3U2gmCc5MI59dY1yaZ7BiEV7TtI7GjEcs8isl5j+3WUmriUk8+NG35wIyi+1SLMOu2cV04e2KbsDLq5NMOgas1JViPD8kChW1LsOdE10GlqQuhqrq8iuQaZUIvbLJq51csywQ26sU3Zn6U25iBiwNDI2jUVv2gJtQDAzjfSw+prYB9myQMCgptDWBFoI+qMWQUnQWthvujuQ3dSkliCtFpGWBa0eTqvKi3/v5zl773uZ+GGj42d8lDTRJM0mamL0z2/M/8KSgSDxQQcBSS2PFdVASNxmzP0/8j1M/fBNdv74AHc9/X4yW5qgLOhNa/6t9VYePWiq6O8++zi/M3KG7vvMvbrd8pn8kCT/+HX0ZA3RH6AzPqWrAzJbtkk0yksSR+A2E7yNLu6eg9dw6cxYqEAjYwhzgsEY9MYlUcaj3A0RcUo8P4YMYpzLq9z+WwdxG8DcJIVr3Tuvy91oE5Yq2H1N+twruM+BnBgn7veRjoP38jLHXkiIj8wwevEiTI2CENhLO6Seixbw//ncuzjywTZyYw9HCHR/ALZF+YomtSDKiX1gRBvgIifJbEV4F9bAc4nHSySuIsw5ZHag+vQu2rHIXWmQTFVR9R6dE4ZFM/ZsQna5R1or47QS3ItrxPUG6tQ4zUOSKA8yFNgdUKFERvsGdwMbFfkktgGHoxyEFY0aSKLsrDFpdgRjNx1Eo4fXKCISTXhwHJFq9P4U12oOkRt7SK2NdCpOcK+FeL5H2urg7Y6aGsGzcOZmoNVBHj2AtizivEPqKuyeJn9N8ZmxQxwc2WWYWPSmNf6W4Meufw3vm/sCjx25i9yGIMoJ+mMgYkVu87UbMIoIDrmbAJS/sMreXbMUr2naC5KoYB7zHS9e5Je+ZpKdR3v8vW/9bvpjgsF4yvRX1fmq0stcbYxTuFzCGkBnzmHnjSEEE1Sesxj76HXS6VHExRuIK8v4QjB/uUiwMELrgEu05qCFYR+AJlX7psWtGBUkiDhBdFOUYyFzNiqQpLZFUAaQJDbkb5h7Wbw4gaUU8foGAOroQVhZNwzSXBZ9ewVZLoFtgVL03nCE3Ddc5Ren385osguVkkm4iRJaZ8bgnKTaBH8vYTCimKvWuae4wk6Yp+L0cKyEngKnazzTBjWbwRgkiUTWHXJrMdmbLWK/TFC2+MLaIrJlo5WiX/cRqSB55SVKVx8A36M9p4iyPuW1EjKMEBmftNFEHD2AKuQgiNBZF21ZyMlRI7PbayHXtxhdcsltzhMUHERaZa6b4m20SF2LsOKyXM6zOSUJKwkiUTgtc815jRS9D/iGJRuhbeyMjUg0spxDZbMQBLh7ITKyCUr7yUcnDtGfzRH7xqNFuAlhwULGcOGLi1xaGGOy3CIZCakfcZl4skdmy8a7usXqe2ZwOkaiGvuCyhOrNI78hRqd7wPyQAP4IHCTv5I4/C+z/lKDCSIR+E5EEAisyz4Ik8zg1mNUoPC3A7QUJK5k/ve7DCey6GGAaLSofnQXtCY5MktypIfY9pn/iefRcUT8xrsZljUy0bTnbRLPRpNFhZDbSPA3hlh9gdu2sIYmWs/paJzrm6Q7uwjHMeZIvm8MTJSCbJa0mEUOQ+j0EEmCjLPoZhu3nVJ8cploYZTG0cyd1zf6uU301g65Gy5ks+hmy2ggUw1CsPfgKNWPX4daBVY3cDbalC+OMay4fPGj93HsqRW2/uY9dObh6MM32WyXcH67zPSvnSN8270MahbivhO0Z7LUj0oKtzVzv5Pg7g5Bh+y8bZ7EFfg7KZmtgNwt04Dd+L5FElfj7QjEozP4OxO4a23TXAwGJL6hQfYmLKzhl1hOsQdxMUHbxhFYOgmdrkcrluw0c6SRRMeSrUGOL9Ru8Mb8JVIE46rDXY7PH/SmDE2/7xN2HAgl9p4xrEo8Y2ylBgKRmjQJGVkoW5I6ktQSiGTfzbsbmJtayeTNy6Eg7tkQC5ym0fkh4E/iU6hUYLcE77n+Vj5y8BO83JpERCZnOOOEDHcKiOi1gwkqhPFsh718ltyqoDdlpj7eHsR9h3AkYTBjUf9rdcrvkay8xSeYiPBKA6z3naDgD5nNN7nZrFD561cpLN7N5lweOTqkWbCoXpjAef46PPWyQc1zWWStCnGCXN3FzZriSgQR8e0lrNlpdDYDlkR2hiQ3b6MzGZJXriBdDx1H6KKpWkQmg253YHGGyX8mSV3Fwu/tO5Lu28VUrsa4u0O0EDj1ABElxvHbtbBGKiQXrjGiD7L25jKpDbk1TeGWpvDpAGejzbut76X2rPnM5v7Jk+z8rdeRODD6XIBIXHqzxngxv5aQfeIqueVpVL1H/1AVb2dA5pkN0k6H8A2nWPq+44RFjVsXTD3eR3UDoopP7Cm8zR6pa1N/4yylS2Xkdpv1d02Rm7uPwudvApCcOEj9ZA4twK8XcJpVY+CXtYgzXwoElaEBFVMtsERKFFrc2B7hbYNvoRc4hLHicn2UgjtEa8FeL4vvRNgqwVExtpUQOQmprVGBIHFgmDf0SC1ARsbwUSuxXzQb9/NUCWJPYrcjrCgFKYwvy9FFown+Yom/f995vnh6ga2rc/S/ahwtYeKc8VZ4zXs3ME1Z+3Xz5C/XUaGRdmlldOC/e/1uDpxaZWshz698+M38n4sPIzdd8rcEYRH6UwlWR5FMDXnz4Qs86FqAxd1Og2fe+hQfmbgb97aL2zEFq4wMWyYYz+MCyYVrCCmQxQJyEIAQhGNZtC2QwwTVHZBuN77ETOj2INUIzyXd3Gb8ySzhyTkOf/dlM/Ud+1JTqs8eN3F23SFqMDQRdR1jXCtiTX/CweqFZFZ7ZK+GiN06Ooxw64KlL8yy8H8+y/LfPUvlsiLzVIx0bVoLDkUgKFsU15vI8VEIQshJdDaDtiSZz1+FmXGGEzlW31Yzuvbjh7AGGruX8h3v+wRfX3iF/33n9Xx69RA7jRlGnm1QP57lyOFlVhol9CtXsEolcjePsCpG2d1UzD4ZYjcHxEWH3rjHsOzjRiBDfQdEcbqaKCOwhim55QHW0jbpRBVRzJNcu4VwbGSljHr2MoX2AtpVqNaAxpkR+uOS6MAAISEJJTqSRLs2KhTEWX1nT4R5AdiI1DToqfVqZjvIPbAGKYmn0LaPozXpxeuUr9QAePbMb/Om2e8k8ktsPiSY/8MQ5+QRkgtffnoOgOyFFK4LGnelDN9wEqcdke7sIWcmsVsBtfPLfOTHPwl/G54JIp7sH2I5qPCRc2e5sj0KxmeXRzJX6c+4zLm7HHK2OGJ3Sd8A/2TjrTzzKxUT2/qhp01kbT5LMF0g8QSJsz/V32thBRlEkpK4WZx2jNUxk91WzyMoC/qjgtgr4nRTrKEmVR55YPpTPVbekjVP5OKNOyaMgAFsU23qDSDe2ERYNiiFHgYkrRZWvQKlIsnlG8hMhrTfR1UrpDZUnrcQV5dIw5Dme+8lvzTE2u1RuNFn7U0mqWr0+QhvvYdc30aHEfrANM3XzyFiKH7hNqo/oPaKTTozxuX3m4SU2rOCyu9fhHKJja8P0Kng0HdcQuaytN9wkMyGYYLI08fRQH8+NvfiusIaGpAqMuUdaBPnl/iGySE0kJrz0RqYFKLOnMPu2w4g0v3z0RZ0Z1xEok0CT6DRlsDd2EH3ByTdLiqXQ0yNox0LZsZMoosSxL6C6TKqkicqG1mmGsSIRJPaAgT09zJcisbQqUSF5ox+78xzfFthm+xX/SY/ceWbiDNGwlJYDvHOL7+mfQvgbPT4rZ23Mldo0A4U/jYgwO4YT47Fj72PE4trHP6N23z02TNYTYizCSiYsuu83hvwj942y+Rje+gby9z8x/fg5wPeduoSV4+Msts/QPmFPdIoRkfxPqMlRX32Baq9E+a9CyJEp2/2U85H9AOS2yvmLB4fJa2VkGEMwjS52a0Ety1oLUpkAmqoEXGMdXMXXSujKqae0I6FHB2BehORyUAUGznb9ATECXY3Jj4+h3r+qqlhADIOccah+Nwm+esZSGE4nSOoat5cu8JulOMPnr2brzxzgdFMl24XvN0Y79oO3oWQ1uICupNh5HxC9tMXEa5LcXWL3NIc6jdS0kvP0nrvWR48fpXzmxOoE4cYObdDPFkllRgW1l6D+IFjbJ/x8Zqa6odegXzODOCaLYQUiFwWHMeYWgPJXoPM9QJezjNDmHB/yOJYOHsBsx9zQPrme6RY/RgRpah+iNjag0Ke5HCVKCPRwkINU5QSaKuE6puzQMQG7NMSugcL9MYkQRnshkKG1p09E2cFwWqW27s+zp7C7oHqDA3o1uqQ20ixBimDmkVuecjum6aZ+bFz/N8JI7XWT/+pr3/sNW/yv1p/qddfajDB3Q7I/mSRwV2QX0mxuyaK0F9p0TtQonXAIywI8isJ/nKIu6sQ5RLx7SWEZTN4xz3YnYTx37JMhu7dhwnKLo0jNolnpseJC8FMhHRj0q5NlLcIihli3xT7MjYxOUMlKPoeMp83kWLNlpmG7jdwpAlyc5e00URWK+j+AFGrEk2XKV5qQRxj7/bIbTjc9YM/CRVBPFpATxRR7QDZGxrtbj5H2myhk4TdMyDjA+R/c99NupYncSCzqVl7q2b6BwMuXQu48pYPYAuLgx/8HmZ2YsJ3nGXr2wfUfjVDZzFL7Bkzr86cYO8uC3kAPCem0w5Aw/g/3CKZqrL6lhJR3ujgpj8Vo4YpW2ddEsdGywKNrxxh8g/WyD6/SpibpbUoSW3P0LRKYPfA21WowKD6KrQYlgUygcy2mWInnmTvxCS/k5vk99qPImMIKhBOh9RGW+zcrmB1JfkNgdMx+lKEoD2jaN4d4+7ZyAgSW6AlyDA1lPDyPlKbGJ2ke7uOE0RkPUVYtBGrisrlgNSSRDlFakG4bNGbMs3Txn9c5HT1/Ux+psnh7iZpwWfrdTUOPtlEbtYBuPEa9m7iQP+tHcbeukDqaGovxPQmLLIbMe1Zi7FnzPOMD0wy8lyHzFYGmQgyt0JElKClorWRUDqWQRZylD+3hL8zRZRzkInGfWWJNIqof8eDppDZ05Q+dtmAaQfnSFyJWze/S2YyJONlM3GxJHY7RO3kSVrtO4UpQqLnJ0kytpn+7jZJr9xCeC4qTUnvPYQMU94+9f3cWPtp3v5vvp+02UK9OmFwHNKMS1y2sIRAjY7AbpPEKxPloJkVjD6f4FzboH96hsP/todcW0HHMR9ZexZXvGR0i595julXRuifXSDz4gqrX7/I3vFj9BZiRqYCPn/3z3HiM99J4YtH6I+BVzemUMwM6Bcd0nMSa69F44Eyg1GY/oyDeOplCk9pkodPIfbqaDlF46hiWD6EPdAGBPOEmbQmErstcJfq2L6Dvr6MODyP2Nxl952HSHzBlVsTECi8dYUKYXs0S5rZZ2U08nRSQz0XCWzPJ8wf3CTRksHlkimOBUQ50+zFlRjhxzh+TDS0CHc8vLqmeG1A4ZYkLO1TQmNNb9ojdg1QJWMHrbJktkLKVxN+YP0Rbjw1x8K/fxJrbob6o9M4zYidU689GlJLmP1EhPO58+D7RPdX0cqAu0klQgD9yCFJJfHhPvlMQDsVtMY0tZEOxwpNXliaRgC/vP0InZHnuMvZYt7Kc9Tf4NDMBDf2ZtBK0MoLrJ7aZ38lpBkHVcibtJJyCZpdsBRu3SHOO6hmz8hxaiMApPUGcnoS7dmI3hDR6aKvLuH4HnpxBtEdkm5soZOEtzrfxOCrz5B/dtWc4VIZVleljK43UJUs/VEPq++Tu7ADzTa3vvcIwUiKW4f5f/oUV376LMXLZr/0vvZ+mgcl1gB273IoX48ZLo6Q+CbWsTNtMagZsGjuvh6OatNow9mxVWyR8u7qc8xYTZ4aLPCGzA1+rXWaj7x8N6VKj/6EQOw2qf7mEpdfdxLpJcjDB0hvLlO5ElO+BtnbDUQQkVy/hZPP40jB4P6D2D3TDAVVh2FZUXxmwwCKBxchTdG9PlxsEg+MSaUIY2h0kPkccdYhzlgEVY/ehGQ4GSOBZKgQXctQ/asxkdiXTggz+G0etfB2JMWbCdn1lNQRZLbMOfgqjTfMG3d1MeVQHcyiO0O++fYbOZjdIShIOjOSuY+FqM++wOb3Pkj0zir8i9/+svdtXHSxAs3Bv32O5E33opVAHJhF31pF1T30+AhHfvH9aEsTlRPsQoB/LsvCKyGD0Rz3OF/Pu+Ze4Vcff4TcbUlmx1yjIoH+mLmm81sp3l5E/OYzhJbAaUd455fRp2cJixYqSExoPOZelF3pmTN4EKEdi8KSIGjbJK7Arce4e0Nzf8lnqd87QuLC+NMRpJAOBqh8nrc63wSAu7PvSVAqmf27P3XX3d6dZkZvbCNGR1j7oQcYnh5Q/ZjHzr2adz3yNL//+bPk3nQcf7WLSDRRwUYGLlv3ZxlWNQsfHbLylT7BRJbsjcNEebj7DVe5K3uJjy8dZfu+BRJf88h9l/jlud8AYPEj30V+JUSHIb1TY/zmQz/LMLX4e+9+P91JSe/eAf7LWWZXFGJpHWYnGP+cSWrJbPaxN0xt1D85QVBUZDZCA5gkKdYrt03jJgRJt4c1UgEpcc8n4HuGQVbIg22RVvJopUhyxghUNfbz/Bwba3GeeLTIYMKjP6oIc2ZPog1rRkYW+ZUIuxWQeBYi1sQZSeOIIJiOcPMB8Xpm30TT7IOfPPcWvv9tv8DX5Vp8+Buv0PruEfoLRQYjFp13HID/9NrOXCElt//ZUWJXkGufZ+oPN7n2vnHcJkRFkC2by+vjXAimEIEk8TXelrn/fNdnvo2vOnWB+7/zeT5x9B4mHy8x8WRM+kyWZziL044pP/WyiYw8ccgARcOAZHUd6XuIS7dJuj0jLXMc5GgNEVho10LNz0AYEi+voro9RCaDbUm0lAZYAFJVoDMj8BJB/UwVp1Mmf2EX0pS3H/kHDI5UQeRQgxHsZoDKZUgzDkQJYv862Xwww1RnnmDEJ/YVYV5SfnyZaNEwp2SYsPJNEdOj2zzTnGfl3x9C3Q1Lf+cQq2/KMP+h26A10eIYqhMy84kO/ckMMtakJxZpHMuy82BCZbrFF+75dd599a+xt91n67lDFK5K0kwH1R4S521GXgmJcoqNbzvF2LkOlWsxapiQDoawD84hBXpgGI8i4xtjycEAHUfQG5DUcjQP+0QZQX4tQQ1S/PUumeVtkJJ0rGwOTiFIMjZaCHSzjYgiUlWleVBSugZWPzVsYSlIfRttS1JX0htTxsy6aoYc1gCKN8FtxnQnLMKiGcB5uwK7o8hsGyBObNeRtTJX//Exxs9pYl8y98EV+sfGKf/as8hcFtp/wUb9S7yE3gcn/wdY/6M8j9ey/lKDCWgYVg0QIFLwn7qOfXwOEackrinYUmn02tqxkN0hencPa2KcZKZG7tkVyGdRwyzDUY+w6OA2AvIrEi0Fbis2Rfqkw9aDChxjgphaAruriauGZizN/YxwqoS9tQNxjKiUoNtDF3MkeY/Ulljtofn+bh2UgiRBRinNE0UytQzWZ18kM5gkykzh7UaIOCG1bUSagpLgOhCEBr0NAlI7JSwogyIPhqiXdxl7egj3HiPxcly6dITppYTHH3V5s59w8Le6tA7naBwV1PI9Mh+7xs63nQFt4hm9HRMT1Cz4RHkL/aqEoN5AZX16s2Y84O4oMs/dJl6cJLfuUPnYVa797DS1UoPG7gSlF+s43ZTyFXA6CVFWIiNpaIG3egbljhKGEzlS28JtpmTW+/SmM4QFid0FGRjHfq3MYSjaFnU3hwwkIhaoyEy2gqLCGhpKrbdmk1vReI0EkUJmuYNodbGLOWSSJXUkMtZoIUjKOVAGcCjcjo1WPUhIbGlylyPI7CbGaT/S+PWE0tUhcnOXZHcPcfIIo892ST3b6NZe4xIAqcbuxjjrHUSnhzw5SWfWUJKHZUVYEKTKQyYgE43TCNE3V0hOHUJGCfT7WNfX0ElCsrOLWylgFXxUZ4geqyKbLk43pT8u6U8I3PpB3N0hUd5BS0BrUs9BlkukL17BrY2QTFURQYIOAlQhj8hmSHf3ELaFXNpEOrahj7sOOklIWy2s0Rrq8y/Tfc+9FDol3vLIj2PlsqSb29BsIUcqEIYIRyHj1Dg3l3KIrT3iLJSuaUq//BRWrYqulck8f9vEM46P0FsosJr8IQcsm6AC6uQRGEZkXl5ncGqGwbiZzqiOotXxeXzo8/CBmzw+OIyIJP622tfCCcRQ4qw2IU1pHdKo+R7Wr9YZvukeulM21Q+Zgsrf0QQlgYo0MtRYGHpyagtKn1+GKCKdHiX1bAiGWMOISz92ADmANBMjnYRUAChEDE5TECqBHEoyG6Z5TDxQsZnw1/sZ2ht53OF+fJylkZHAaYG2FUkkCGMJkTEGCwvSHDjamK2ltikmgoIg8SCzleJ0UzMJTcHfHHL5R05y8MnzkM/Tun8Kby/G6gQI/drBBDXUOPUhvXfeQ+5aExWazyDOgKpbBL0su5MQBRZ616UtPbA0Tq2PFJqVdgkAzw+50a6SqQX8xOZX8d2jn+XJ1kE6gYdWGqch8Hc1w4qZAMZZQ/tMe32kt2/eOgxIWm1UFCPGyuacBHQpB1Kax9WbxqSqWjYU2RtLqIyPGBqdtsxliff2UPk8+SeuQ6WEdhRYCpHuG9kmKVpK+mOQWxWQpODYzP/0RaK7F0HD3rc9wMzHYjKffAFhWey89y6sgYlJs7vGKPPGT2QJWi6Fiwb01JY539pDj/ligzNjq8z5dWyR8CeN0/zA6Kd51L/BucEsn9o5guXG9IcOM08OSWZqdB+ZZ/pj0FqwwR4gDs1h9RLUMEZfuYXIZQ3AHcfow3N4OwPErTWEkKipUbKXQwaHa1gzFXolc/b4Sy6y0UEOM+goMXttv2lrHPFJXIHT0fQnNLgp7LpIQIQC7WjcbQsRm9cWlhKEpYmLCUNtoUKF1QN7YCjHiScJiorYF8jEeDyIBJJKFrXb4cbPH+W6PErpVp/8bdCWBJ0y+lSH7kL2tZ25KRSv9bEW51m/z2XiyT6sbRm5iZMgGh0qF8uoQBMWFEEhi7+n8VaaOHsOracq/Orqw2Q2JCqCfs0A4d6eJrNlNP7ZtSEiTlC7HbRv0nbirW38VxReMY9otkm2d1DWBFLs76PBkHR7x2it7z5GlLMMk+7VglJr2KlTumizd0+RxhGb8Z19ELFWRWxsmc+oVrkDIKCkSebodE1DHcfQ65O0O1jVMuWrCfnf65DceIXKRzNcrU5zuNxFLm+SttqU+7Pm3tDsMP5FUH/QoXnfOF/1jmd5YmMR64tl+ghe2RqnNtdhvNBmcM+AqWybzUGeX2qP8hWZG6iBOXO1UuzcbTGuAn5851Hyt3polaO34zEY1XTvncZphAzGXIZlQWZbE5YctFVmWLHpTinKV0KsJ86b9+nwIqvffhy7Z0wNrV5MoCQyTlFPX0JaytRYlkJnfJMisb2LimJkNkPSaqHyefN+7Ztkg2GZvpqqkVqm/tCJMAMG20Mrgb/WRQUKpwVx1oJCgIgEKjT1k9vUzH1I8sDY1/LRU79E62tSwnty2J0Ydy+lN/naz1yUJHYFhZe2YXKc1XeN4+2Z56cGkI5oirkB7TiDdlKslvHqyK9pxp9KOD95msZhQWVJk7vWoHOkjJaCzOYQ++YWenEG2RuSXrttTMNdF6mUiZJstg1LIZ839/ztHWRtxDTJQphIRzDgrqUgBSxB6tmIJMXfjYl9e384JwikJJv3SJ+/YCJ1ewlBxaY1Z+G2bfw9H6sT4ay3oD+gf3eVOANJwcXqhKhPX0C9+QzxbA2tBPZu3xjI7mVp5T06H5rES1NznXYD8svmee581Ry51Qj70grp7Bgy1qhhSvtAln5NYJcDolixkQyRQpMmktozguKNPu0DWcJ8nuorfdCaQc2iPwmNEzmqv3fRMBCKBSjmYRigmy1kbYTh8UnijML7/WewpiaQWrP8jXP05hK8bYEMoTOjQCvCUpHMho/VHJI6CtlPEUmMcCwGszky4Szas+hNmLatcKWJiBJS1za1rCWJfUXimMFHWISwFmE1LMO0kWD1EnIb0I8VibcvW2ob9psKU3QYwfIGM48VydxqQhTTPzZOWFJYrzuJurbxPy2Y8Ffrv2795QYTLEXhShu3nsFfbpEOA9TzV0njmHzGoTefR0ujhxTtPkQRWgj2vnIBu68p3N6EZpv+iSqDEUXtuR79qQxRVlL99BKEIWmvT6VYoDO3SGpL3Pr+zasf4+9YiFRjDRJkmKD2uqRxDEliXImLBRqnywwr5kJ2Gy5Cg79njIRULyQsOWy+DqyeS3HhAUZ+/QWKjweGLtVqkx6d2adDge4PSLs9pOciJ8chkzDy4gAxN004ljMGWo0+jUNZM0WNIcpJ/s3dD/FP33Kc8Jhk7xQUbsLuuXHEO2rs3RvjblrIBJxuipYCb0MRDiV2X2D1Tawa9SaZ1VGGNc3o8zE6CBFpSuXzq2y+9whxP2Tv6hiLf2L0mP5jLyNHR9D5DMliEbuvsQYpqj1Eb+/C1Bgi0VRe7iDXd+mdnaU3ocitJ2ghkY4BbGRsvCPSliSuQmprrK4gyhiwIXFNo6EtGH0+2aeD77s0l32UY5FkbVOcxRoZJMgwNfRowAXijE3qmCbEGiQkvkQNU6xeDNo2zvm7Q9RO20hXqhXi85dRdx1BK4EeKZn9uPnlb12nlRA/dJzdky6jYYolwdvo4e4qOgeyJI7A7mm8vchEX3VCxJXbRPcfpT3v4rZScv15UscCCTRasLSOAqMXzxjDT383ojPjkrigghQRJbhLe7hJQrq5g3Bs8FzjeRHHaCnBBZXPoQdDwsMT2OU8YqdhCt84Jm22zON1inXkIEnRR45WyP/+iyT3HjWykqUV9COnSQB6IWIQoa8v49RLZmq2vk3caFF9OSV/u486uACYKYQercDtNZKNLXIbFd76ez/I+OEdZn7+AsmJBayNXcjnaM/apLbG2xMkviCse7w0mMNXESoTo3ddejOag7/WYPdsGRmDrjcQ5RLF43XixHzmg1GbsCAQYzWSWoHSh19EnzhIb840K3Y3QUYaZyMk2dxCnjhMnHNwtjowNsql/9cIeAnZa4r+hDKAQt0mt2aAKxUYUzVrCN1ZjbZBDQSpgrQU014pkFlTRs6gNNoCvd/DilgYP4pAGUM9jEkbWqM6RloSZ13UMCWzbUA0p2NAUJ23CCo2KlC4ewH68Bxyq0H+ZpfUVoirS8zqWS6/xmNXdAeI6yvkN7OmcDpTMUX4hmAwKoiF8SBJI4kK9gtzD8L1LBuej71n4XVgWPVYH3P4/vY34jyR57G7j3H6wAoPjN5ms9DgKecgTkeROjD0IPYUg0qObO0eRKIZVi2s/ihuI2aYVUQ5iQo02ayLWN02Z2ini9YpIpMjGsmilcTKHIJBhLYk+uaKue4PHTDgb6eLaHcMIyfjg2WRtkz1tPTVWfSBHuqcSzRdxt5okU7VsFpDenN5vEaC3UuMvCJOGH18C3p9evfOIEPNle8d5frDP8+/bSzwi9feht6nKQPsrJYZz3WoeREvtaaJU8kry5N8avkQ906s8uStRdIdl5njmxSdIeEXm3S+5m5kbKRbw5JHbz5PmFd4TQMmpGGIdEoIbAgjRLOHrjfNH3QV+voSnbefInezjVzdRhyaJs5aiHYPosjo4Iseqa2wfJu9u/L0J/abF0cQlyKsXZu4mJgGzNaIQkQkHJym3DcVE+gUtKVJbaO1BsNI6E7ZRDmB19CoUOO2UnP9K0FYcvHaQ8ovtdCeBc9eACGxFmZhapL42ZfJX/Bf076VjR4iSolHi0x8cUDiWdi2TZp00a02yjZnvRWk6J7x08lumEmivn4L//4HQChK11LsfsrqmxTFawK3ndKeUQxGBHbXRUWaTMfIb6zmgNSySRtNGCszPDVD6sziL3dNtGOcoCsF4kXjYSA/9zz2G84gYoXViYw8zHEM7XtpA28uT5RTdA7kKcTHoB8gFmcQOw20rWBlk7Rj9q9wXUQhT3hoHKs1RI6PIDd2iG8t499aJvVcVLFAdGyGOGvjbXTNNdPuki6v0X/rKfwNhVrdZe3rFhg+0uW9lac4tzVH+UKPxM3R2M3QmvTJ2SE5O2R3mGG7k+efrb2Tf+4kjJ3T6J09+m86jry7xU5i8+nbh1kchORWhnSmfHpHIxoHbTI7RnZo9zR2JwEBnRmXsCAoXYvwX1kjdWyknWEwX8buYyIfe4EBA1od0mbL1CtA2uujPNfcG/M5I2caDNC9/h0gQYzVGC5UCIoWvXHDIgJzH3L75l8ZaVSkzRAk0YRVI0XNr6TIUDLs5ahe1/j1mNjdB5jWuww/OMJDG3+H2UcE1mDfa2WvS+6pl1/jiQvYhvWTFjPI7SZaGtZEfimiP2bRO5AyGDrQcFCBQA0E2U1N+ZPXwLaxnmpiv/XUHVZM/lID0euz9E2zlP+xT/OxMuXrCXlLEV+5juXug7WOgyjmjd9XvO/1oNSXwKmtbYRSWNUq/UMjxBlJ7EsSB1RkomitXozdUySuoDsl0JbA6eQo7M2QBjGdhQxhztwnrb7GqQdYu130zh5pt8veiQW0guYhj9rHl0htC++y8VsIjowTTORx9gYc/rsvIhdmSDMtBpNZJn/2ecTiHJUXG2y8a46wCNkNgY5jZKOHXfDoTblsPpyibU3BjZAy5St/5+9SuCGYvhWRefYaSb3Bznvux21A87DPsCTonA55w7GrvHhykmD9EN5FExPMwESt6lSjy+Y8LlzYg7kZM4QYK9O/a4jtJox8ykMLCEqS7EZM5vwaupQj9V1SVyHDhPbhAqktiF2QYRFtmbpw7CPXSSdqoFKC8SyJZ9KxUmXkVFoZBrHqWlgDw56KsoLBmAF+ZGIGZv6uxt9LjIGmEohCjnRrF2+9Z15Lp4vTKhDlfMN6mKjC+mvfvn+1/udf/83ABCHEfwK+GtjWWp/c/95vAUf2H1ICmlrru4UQ88AluCPHOae1/p7/4h/RIPfaeIk2dKK5aYP87+whlzZQY1myoca7uoXudM1jykX2TkPutiQfRugwREtzgfanszQXlJl6z40iByHi+go4ttFCS4PieWttRL2NLYTJNY5imJ1gsFhBTZWQUQqpJo1TKp8w8Sxh3hymsS/ojls4eePOmtoCqzbgKx64xuMHD1C5cBh5Yx16fSgV6U67ZDcEIutgD4bIiVH2HqjSfHuf4ucd1PVbhCdmiT1FnFW4lsTfielO2qS20XbV332SzFZE46jC6sPEHywTL69y/VfPMFlrsdUZxe4IulOmAAwrmtNnb/DykwfIrYAOI6K7F5n7tSWjMZ2fJm61kIkmWV2neHOc8Y+uEc+PsfnNx8mvxOTi1CRTbCsy9gKpZ6M6RhspyiVSS+JudY1J5UyNxJGMnB9g7fbQx8ogBG4zIs4onJZhK9jXPMMaiI0xmwr2pSiOmeI6zYiwaHTsiQMisUxj60icPVNwaFsi0pQkb3RpiWdhtwOjB4xTkpyHLFioMMXZaOOspWjHRsTJft63maxb46Ow04Bq0eTxvsal+0NiXxHljAYepZDNDrrZppBO0zqSBwT2nqHBUm+SHpln9y6PKAteA0Snh5CCZG0Da2GW4eKI0WU/Y260yfXbdO8/ixaQWwVnr49odUk3d5DFPMM33cVwxCIoCLxGup8iIEyDUp7HW20hhwliGBlZztQ42rXhWg/h2IhTR0hevoZamCUt+CT3HzO01DBk+PpT2O0AVe9Br0+8sXmHEaTW64hMBgVkNgLijI3aiqHfJ52qgRCI+SmsRgfCkLFzAvuTVcSEZO+uDGVnDnu3Z6b4jsYaQljUWJUhp/0lrvbHkMs+cx8f0pt0Ees71D7ZIa039hlBKfEnq8YwrreNFlC6HpGUcwwmPPK38rCyhVOeveO3oRVEeRvrobtIpDDO9EFI2u/jbisSx0yCUkcjdl2ya4JBlTtAlzU0RkZJJkX15b5ZpWmsMqvKTKnz7BtZpne8EdQQZCRJHQ2pwDHejQQjLjKwUcMENUyxOxFWD1QvNEkEm3Uc32M4XzbnZBAj9zWVpClCSwOevHDxNe9d4TpEpxexWgHas+hOCewueHVNlBNm+tT0sFqKwk1hQBxppiUikRSWY6x+ytZ9DupAgPx0ifxKQlh0+KoHL/At+Rv8yOajyMDsy6AkibPQn04QhYjdgYXqK6zJHlJqhl0HOhKUmWxn1orMfThErxmzRpKUdKRIlLNRUYps9U3SwuwY8dkjODf3E2SSBJHN0LtvHpFoMpe20Xt1hOMglKJ23ybxr4yRfXmd/okxVMdHW5KoZArvYcVEzDmjZkKcXrqOzGTIvrCG7vcp/D9MlN8Z/zY/XzGeMyqAKAuyZ+REz+/MUH9mFBXCyIrG6ToshUdY3AsZjqQsqzG0m3L0RBW7m+A/fZ3o5DyF5ZBBzSZxwW6FWBtN9KsTacsySUKpNtIlKVBuFVmrYg1T5PIWSatNas9idSPi6RH64+Y1CW0aqsFYltZBI6HRCkILRCxNET7aJd2PFajmemw4RQLLM5+Hn+BmQ8K+DV1lmDXi1XPGsAUSG+KMMebNbMZY/QgxjM2Zu7qBHgwRjoMcGyXNe5D3sDK+mcBff237Ni46dKccKh9+mc3vOYU/dYCRz67CMIBsxsiEhoZlULk4xH7+Gv1HjpIJQxIHrD549YjEliS5BGugyF3eoz07SmbLaPKdhrnOwjFjFmxljxG7isYxn2HFmJ6KB0qGfRcZJgbSACzVkQfJP3YJp1xC79VBSrSSpIMButsls97H7hnDxMFUDv92grYsRLnIcDKPHM0iw5Rh1aEzo7C7mtqTOzTurVG80kGPVpCdrgEb9ifLcpigiw5x0cPuDhBZH6KYzCdfNs1nLov91l3+6eE/5rgz5HRtneVnhziH7gc3xVcRRXvAJ64fJdny8TckuRBKNxJyL29CMc/2GYuME/Mv196BvppDRDumUU8Mm8kaQJQRBCVzXqItrKHGGmisocbb6Jlmba8Bi+OkjsCrp6gtc78hCEkOTiHGK7BjIqplLkva7iAsy0zQwchA+gNjhD0xRlwr0Bu3GVQFYclE9IkEvKZ5eJQxYJe30aM/k2NYMvp/t5lQuNwkd8umP53B3w6wttukWY+46CIHEeUX9rB7ZdxGaO7xQFLKoOZnX9O+BUg8RXdSMSwXsPt5wqLxjChdTcluRGxLgZAaGQictiC3oql+/DrhsRm6Mx6liy3cPSPTCCYLeC8toQdDPv19/zsPffb7cTMQ5iVxJYvK50k7HbjrMFHOQX3hZVSxcIf1lU7U0GmKWN8xMaWDATqOCcrqTmyoGV6A3RM4e8kdZl97wSLKa8K8JC3lIdGIVJPbSHD3QqzlHVOrey4inyM+c5CokDL2lMDbjdC9PnJuhuFcGXerS+wr7HZkGKInD8JOk/TKDfxLLjvffpbS1QD7qUt0vrWMVtA4YpN5KQO2RXvBpXEM3nT2ArfaVZY2q9BwOPLLTZOWVs5Dxkflc9gLXfojLkHFJskmHJrbZHOQp7mdZ2K9RbqzC3cdRq7voqPIGARfvUWhMQJxTLy1jcrnEaUc1krRMGoev4KerFHoB+jtXdLDc+ycKSA0hilQdRiWJH49JShKgrLC6qcUP/g0qWWbtAsJUVYSZwyYYPU1KjD34dQ1LBuRmL3SPqDp9yT+lvls0EaON6goIt8wchNnHHekiGz2wLYR5RLDmkucETTLLk7Pgede2979S7X+R5EX/I/yPF7D+m/JTPgl4GeAX3n1G1rrr3/1ayHEvwFaf+rxN7TWd7+mvyAwcSw5l7Tik7gKJ+uiinnC8Twy1tiNAPoDhO+jBwPScoGkHJNs2iav3bLQCgo3+tRPZO9ojOQwQrYHJIMholowCN5OhIg1YhCayY2UpAen2XxdntaJCOXH2Dd8Q+PsmkJsfH0Xb71DeLTEYETQndekhRhnzUZLl/6o4KG5K/gq5N6pFZbGjpBfNm76YdWncKNH6ijUIKZ3epLtuy3CIwPum16l8e+bNN57H/kPnkO+5SxRVhD7DoltfAaSTIrTkMSeIMw79GcSVClg/a/NEuVn+Tv3/hH/7qU3YXcNpbJ7ICE/0eGhsXXuKSzz8twE3WaW/OlFnCvrZrqV9SHVdL7pITozgtnNMbxzV7n9/ScQZ1o4n4LcuVtQLhrdsueSOIbBIdq9O7Q42TZO0dggN9tYVaPxTIo+mc0ALWHr/gwyhpHzQ+TQNOztAxmCoqB4K0FoGJYlKjTNWm/SIcwbOUVqwaCqEKnC342xmoaelmZdM80X7AMLGtEPEVGMzrikvkXiSERkrma910A4tkHl982ttE5Ndv3OLpZjo3OvbUK2v//JXK+THR8lzlpokUGUfURSpT/u7U+YU1jfJmm1kb5P40Se5ukIKxuxJzLkLnoQhnS+7j56Y5LWyQjZh/zNPHHWxoljwpzAbcPYHy+h+33I54geOUFQtFh/g0DWhpyZXeGF1Snivg1KI4RGd2z8jRFm/9WzxGGIdD2CWROzVbAPoG+tMRzL4qqj6Cu3kd0scl+Xm86M4Z1fMrrVvcadBJPBqRna8zaj/ZBwP07UaQxJXQt6PdM0DGOiWhYZ2ygpEXstCr/9LGphlq03jhH7MPzhJu3fGDN663zMzgOKwmSb+yeWeYsf85RXJ54IaRzx6I9De+4I/g4ExTmGxtMNt77fyDSblP/o0p3COt8ZEJycISxYRFkTx6qFMe1SSiAjU/zEc6Oo9gDZcPC3YDgCufUErylx2gn1o6ZAVoFh/NSPSQMq9CT+lmBQM0AYiTApJwpz849BZxNwEuKBh7Vv2C46hkbrNk1cWphXiIzEGpjnGFQc1DA1BoTbDRgMwXUM2NCPkBt7ZsKepFBvmAQE30c6DgSvbe9qSxEVbIYjDqkjTFHiw2Af4JMRWE1FZl1QWDLsCa0EUU7iNBOcpnGp789J2MhTSgz7I7uuOOqu09cxm8OCkYAcF8THelQKfb51/hzfWrhOTnqkpJicBrMaaZ9Ap7wYVvjFjUe5uX2YyoWMAVHWdhjUfKKcQrS1oZV3e8hWn3g8iz4yjvPcDQM82BbtWYvqhSG60TTfq5a5/r+NkGwNOfSbT8PMNN5GDzkM6S3mSVxBf1TitM3kvXOoiNNOsC9LY1K3Y2RC7RslNu/u8rHWw8h9xkbsm+bSmumx1CzTrmepLpvib+9u8LYlhSXBoOrTHxOoah91LYMIIvzPX2Lj208x/h+eRc5Ok6oq4ZzxNEnXN+DYQUSrZxhHxRwijFHHD5JmXVivk+7s4TSqBKfmsZ+8gPzc80YTPTdD/uJtRDFPPFUldSSNQx7a1sSv+o1KUKWAXHbIqdoGFafHdpBnxOnhWxErdsm8vliRJhLdtXHahumWuObnY99cg2HBAAu9CYnbkMhYGVmKJZEtD93tIZQyr2nbQk6Oo10L1JfSQb6spSSqF+O0LZKTBxg/1zd59k3DPBG5LGo/NcDbDQz927YY1CwyxQIyMhGOVjeifTyL6kD1sdv07p1h8sO3SSaqBDUPa8/o8fdOuKQSVOSSWtCb0SS1kHsWV3h95RrXBqNsDIoME4tUC3J2yLMzCxx/sUJ8cwmVy6IHpnaRxQJJvYGIU7zbDegPQEl0q2OkZ75Ha8Fm5KUechgRz3ioIWQ3YogTBhVBeXmT6OgM+v5jWF98Bean0K7RWUe+REsbLSs4na6RDo0ZtkQ8W+Nr556kpPo81p9gL8giTs5RPt9k8w05fBmxOSyQbPsUr5r7b+ybwcnOGyYIyoLgwJBD+RZPvXKA6k0IR3P0J1yyGymjz4eklqRxZD/dowmF24EZyrzqL6E19AfISgmaXdwdD1mwSUYKqEaXZHoEOYiMv0cUGeq9FGbf9PvoTgfpeshCDpHLInyPeKxIWHaIM4KoCMFYQpyVyFCgAgOqW4GRtaaeTWdK0Z8wYIPTskAUjAyunyCSFNIU2enjDEOIE0Q/wt/KkFrCnMH9EG0r0mLmP7c7/8KV2MaXI3UEdldQuGXuA/0Jx8h87Yhh06OwIXDakN2MIZclzts0DwsSp8jIc01SV+GeX2btmw7RndP8SmsDnUjijDa+YZZExzHCdWkcMzV0qVYlmR01cbCjHv2aMtPssRyJJxGxJnN1h/ztAemhDEFZEOYBqbH6Cn/DmGCmtoQTHVyh6W8UyI/4uOeXcMcyOM0A/cwFqJQRpQLp5g4b33OGiXcvMfJLs5Sf3zWx4+M1htNFopwi8QqEBYXTDEkdiQiFMTsEZLXC2GMbDA6OEL7u+P69VTCswtbXLJBfighKgvLJHT5z8SiyYeNvC8KyZvORMrUXHLQS7LyhQueA5nuPfZyrvXFe3J1i+2aF9VaR7EcKHP/CpqkRD8yTuBYiCNBhZOR1loXu9REZ36RvFfLo5Q3yt0dIfEgWJlGdAenGFhxbZFjzqb7SQwYx/eksMtLkwpTM7TapVTJRqYE2EpRKmeFUARkboCHKG/aC2xYkNkT5/etmP2paDSAqaKICJsZ9X07WmzLssezqPtjl2gQVC6eVMYMUtT/s0hCUISi9drPxv1r/a6z/ZmCC1vrxfcbBn1tCCAG8F/iK/6o/IgX0Bqj1LTi5yLDqIBIXtbyJvHwNZ36OZLRAOjtOnHOwuiHXvimPneujpY2cHGfvdeMMq4IwlyW3FhHlzHRH3FhFA3vfdh/1NwyxlwTTn9E4L91ERzHpYIhamCUquvSmNUKC94rP9Ge6qK2WMf8pFemfnqY7ZdOZN/pRb7xP+Xez5H/3GdT0JOU45snp48hAMP2ZkEyzjy7l0C9dJnrXWVoLeVOITMHE/euMAqvbZS5+6AhTxUuUv7BK6vsMqxaDiiAYgSif4k51iTsucWgTHxoyXm3hpZIkFTSmffK3BD/13JspPemZWDQNdksRrZd4ISpxdfMYU5sxYTFl+4wH9yzitk1817BqNN+JC81HZik9sURyqsuJ2g6DX1+j8cERdl8aZeGHz2HVquy+eQKAsd0OdLqm0Un2XedbbbRSDCsz9MYtah+7ZUAe22Z6p4C2ldE2Y2LbOHgWAG83JKg6OB1NUJS0F83zSd0E1Zd4O4KRizGRLxnULJxGBhnGiCBCRYkBhDDa3LTgIdtDRLOD3Q9QPd/Q/Xt9kmYTa2oSPVVDK2U0almH+rEM1vAQhZv9O4yL17Qch3RphVoUk5azICWdhRyxL3C6KbmPXTD+GraNuPsYjaN5mgfN9EFveWaaFcUktRKdKUnxVoJWtpn2RQnadundPYXT1VS/sMna184ZI8Zts5dSCwoLdY6PbOHIhLjuIQcSp2mmzNYACrcj4odOMhh1sLsJUU5RemKZ5W+ZZzCWx60LvD2b/PgxWosWWsLos33s3R5JvYlwbNLBEOvIAfoHyqSWYPQLeyR5j964Y6QFqUP1A+dITx0lLroMRwwglF8OibNZVMFl8OAsw5LE7mvctqb+xDg5YRgJcs82UoHdHI81jnLk1kGsl7OU6lA/E1OcaCME1BsZ0lAhLKONTXwbpympf+v9RDnBxKd3WX3bCN/5vj/iF/7DO6m9NESkNr1RM00VscDfS41nhwbr3EXjNm1blK6H1B2H2DfSBS1h7JnhnSSZ/riFtvYlOj1j3Jq6miSXcHB+E+aNYeF2vUDSthE9hQ7lnVQHa8ida9TpGFOmQVUSZwR2R2L3jT9CmLdQgUPpuoPVCZFBhL1SRzeaUC7BoXmGk1kGNYvKM3uIVgcxOgJXX9vWFXGCuxuwfX8WGULlSoKWJg3Ae+w8IuujF6YQ/RB9ewWhFEm3S3Z2Gl3IIoYR7dOjWC1BPBaROAqrF1NYgu/7he/hnV97jrLTZ+G+Ff7l4oe42/nTGmPz9Z8GEtaSDj+++ZWkWvLYE6c5/EsN4jfAyluzJtJu3kXsWhz5qVXSnT204yDHRiAIydxqEleyiLER9M4eK9+6SGrD6ps8MsdO0Js2n6fThOILDurgAnprl3SyDIlGC4hdgRYmqjO3FqGG5v2QhxZgw9CAk1abI/9qiXde+bsMapDbArdpvC1ErOFxFzVQTF1ZhmyG/uEaUcZ4GARFYaJ8VzVqmKF6IaRzpEx+bZv3ften+MT117P8dsXUp/c9B3abhI/eRXvWIbuRRUUpiSONSZclsNsxcl+6kVrCRLstzmKlqfGGcBR6YRKdQn/Co3FEEpQ0emKI54eMFTq8YfQ6roywRcKMXWfe3uWgHbEUS346eTMZK6Ix9OmELp3+/ue3X4eKxBSmWhpvEKGN3MPf1aZJ8CVhTqIiTWmvg5DG4DYNQ6xqxTCXwgR4bYwwLQUiTcmu9JB7HcOE6vZIg4D49XdjdUIqX9wkKeeQl29BPoeemTDNmD3G6K+8yPD1J+jOZihf6lN7vM2lH57j4bOX+cLFQxz8xQgZa0SrY6j0wxHiIlSuxYQ5SeJK9K7LWq3I4xzixecXcev7Hh/CgHDHfr9OWspy/afuN1IRYPzpGPdjz5G8+V5WHnZx60Umfuk80ZlDDMamsQYp3p88R2FlEvHMRThxCLSm9svPgVKkScLkhwbGC2Q/oUClGmxF40Se2BM4nRR7O0Jo6Dx8YL+BMEwLGWke+95H+KT9enZOuXTnU9Q3SFQA3hp8cvksE18MObzTJi66REUbEWmsfkziW9gDxcTjEQE1joYdxNYeV354EX9DMvWvn2L4jnvJXtxh4hZG++47DKbyWML4GMlhRFTy0NUp3Btb6FYHGLkjTdSOjWr0Sdc2QCnE5Bjp7VXjh1IqIqIYoRSyVIBXE15KWZqHfAN6ZEzSlIjMNFcr6E0JRGrAUVJBWPBxOprE2Y/vnNEEFQu3DqWbCZF2iAojBrztGbCU1DGAs218BLRjoaUk9dR/foP+BUsmULypGYwI+tMpQVkgQ0F2A9yG5tg/3UHv7sHiDEnGQT5/ib1vuJfulGD8ixHOx58jePMZvMsbXPt3k7CkSd2UMbvFe069wGfWDjHYq4DwqO1ME9Vy+Dsx7k6f6MA43Vkfq5+ihin5lRRvvYMIY9Lbq+i7DrH51knjJ/Zwi79/4hNUVJcfv/ZOWp1RRJriNiKuv0/haIH1ZJ7xJ3u0D2SwPtdCRpqg6uHee4LYlmw9kKU7N01aCumfm2O8lRBfvmaAzoyP1YsM9d83wyDgzrApLfiI+08SZGy0EjiPPY88fojpTxWJPdh6AHqTgtizQUP1hy1GtpZJ2x067zzNsCLRCvZOZffvt5rac/CBztsMi2YAuQSKn86hpaZ/aIRMYEAi6/oaOowMa3N8FOKEZGUVuj1kNgONpjEKDYyUS1uSNOMQ33+UxJFoyzjWRmWPxJF4OwOCqgtak9kMaRz16MwqrO9aBCBYsQzYfFtjD1IGVcMKQUPhpjnrrT5YgRmuuU1jcIvYT0fR+8xeD3rT++lQNthdidWXpA6ICIq3UwOsDYWJ5v6fdP2VAeN/3frv5ZnwKLCltf7T2U4LQogXMPYe/0hr/cR/7geFEN8FfBeA5xQhCBC5LFajTwYQSUq8s4cqFk3x5FoMRl2T361tCjcFvSBL+VoCQYhWJmlAC/Be6FNWWbrjFkyOkRR9giLonsWBf3+L1uvmcKsVtKVQA0NNcjIu3k6JILHIbmjUbodkdR199jjaflU3appwNZTI5/OUnt1k52+epfpSG7nXxq0LZn9/z+jSfZ90e4fkkdP0R4x5XHYrpXoh5GZunKljW1Q/4ZHdCEnqDdTkKIPTk3SmJKlrdFKpnxL0TW5SamuUTGn2fYLAwnFi4nxKZ0Hy1cde4eLkGLdensJfN8818SAsaYIK9Gu2QVA98/4MRwUixeSMa2PYmF0bEq9vkPvUAi+cmSf3PouM3qH2Ymr0rZgJVPVCCN0eaceMWnVk9HevajsHNVMwU8ihb9VJU42KE8S+oQ2AkILYNZPcoOKY6CdbUFgKKdwGqx+TOpLEkViDhLBoI2ON09aEZQcZ2bjbqfHP6PVIW21Ur2IMBYOAeHMbVSygb3UMfS8MUbmcmXS8uixJlDP5yXIH+pM+uZt/6v//BevP7F2ZQ46W0HnfMFxste+/AfmnlkkPzJqCLtH0ZrLUTxjfDWfdMYaUCcbkx3dRUZ78lQb5q4LmXWVIEqxOiBYuld+/SuPtR7G+co/w6SqJu1+4xtDayfN01yfuWYw8b4wmZWJihbI3W4h6m82vmSe/FiMjTfFzN1h63yHu+uorNEOPW5+fo/ZcB9Xo0zg0ZqQom22wFKpaZvOvH6R4I2TrmEPimDSPoFhhMCIICzD1uQDr8RdRk+MknoVW0mj/FPTHbdxmQjDukbgmbkv0NU4rIcoLBlWzD9JMipMPCAc20krRGsKCNlTioaS1VEJWAnQqIRWIlk3qp/sxY6bBaJ6KyG5U6B6P+PnfeCcz57q0DmYpXu+hhY+3F5oEi/7+CH8YwMQYyUgecf4a9XfPIBIo3DB32sSz9qdqhnaobYH9vGT9na96cAisnkCkiqVnp/E3TEPl7xt/ymgfrPMwDBoJ1lBjd1O87QFhyUVGEhlpvK3+Hbf3wVxp39kZ4ryD9BTStVGeg97YRgJ6JofTTkmzLmq3Du3O/1d711rfI79iNJ/eToDVDhCDEH1oDrG1R5S1sffN+3SagpAMjo5jdyJ6R8sGSIoFzrLD6HP7QmUN05/u8entB+l8ZY+Tkxs81j3Bb0QF+onND4x+mgNW7s88r+W4w4+sfTUv/+ZxSjdiDu706M8VCIsQZ0yzWnjKY+T8gLV3z6CCGcaebJBcvI48fpDb7ymjBpDd8Nm9dwR3x5x/amiaBm8Xas8PcC4sG5p1FKH7fazbW0SLY4bWux/5p0KjWZVKmEjOvIvq580TbbXRnS7daVBHOgyfz2N3BYktwBYERYnXEHBkiv6Ei0ggv5aa/y8MrdruJGjlEGcVhefWQSkeyl7js3/ic2TtGPXTJYIS4Do0DrkUlqI7QIK2BFoKnEaIXe8j8jlE1kxIhyMOrhLYO13zeTmmLBBJQnalhwp8lt8mIFLEtqIbuHxy4yirK1XEwBgT+yN9Hp65hSUSwtSiHbpEqSJOJGHfxtkzxotWn33WlQHoVGjMba1OhOrHyCAidW083zINWe9L1auwbJNKEARGWvhlGN/+6X3reiWCmm8kb3t1wrOHcW/tQhgS2gKUMEbGYMw6u324fJPKhbvJrQZEDxxj7Q026lCHrds5Dv7IFbydCV7YmEJ2FK0DFiNf2DLO7QemkbFm9MUId6ODXiiSWzNyqe2tIjt7eeyWpHjdVI2lV1rITh/tOtT/RcCD5TWeW5shbLvEL0kyczOs3u/iNqB0K2bn60+x+2DEwV8LsRsD1v72A0z94kV67zxD7oU1vHoWcWSRwVSezLVdtGMznC3ifuYlVKoJ33w3YUEZ346+pnCtZ0zchGlCVJhi9Y3Bc/Z6A60ESTHDYFxjT/SZG6mzXC8T38zhb5v93z2QJ8pKvEaCv95FtAxd3VuWCK1JfZvUt5GVEqmj6R2O4OwJMk9cJT0wTeJbiC+cp/3ND1C62DZJJMUMSdZBhinWXptkbQNh2QQ11+jDMxZCazMVLmaQjS60u8iC8fzBUgh7X+agFGnORTZ6yF5AdsMjylv0xqRhriX7sdD7U1uE+fdVQM+razI7Gq9pZDoiMSbN/kafwYRJ+DLyDAerlxizYQ1WNySselj9GLQmznx5ZfefOXPJUP39y+i5CTZeXzJmjx1N4de+iDU1Sby2jiq9ev4LdJLsey4JEk+iThwi0ZpkcxvfKxIOBXEOmkmGojXg0YmbPPOmmM0bVUY+tI26tYKV9dHdHna1QnndI1leQ/qeYS7kc2ZgcNch2oeypDZ0T4TcVd3j+nAMW4yw08gzclsTZx1ufLPk8OwG125NsPC5Nle/NUfhhmDvx88S51OO/sMriPEaW6+vGRPYDYFccQy75uPn0ZaNLBVJS1mivE3iSlLbnGkIc88DjNyhF+J0hwQTBcTdxxhWPWJf0BuXpH5CUE6QoUN+RROVPJygQHx0mszmkPyNkNR37oCsccbGbg6QUQGRQnZ1QOtghjgjKb3cgqu3uPrP7iZ1NAd+x0M88YJJ/3EtxH5sqyoW0EGAHgxQhfwdXxDVDyFKSKuSxFf7/mDmWrIHKRuvy1K5GpMUfNCa4o0Qr26RXMwjEyMBUoPQ7M+ShdvSDMumRrf6Gruvya4OzLBLiDtDuTTnkuRc5CAmKrn0x22G5X3vMSFM6lrDSC3tXkr2hTVwbIqr66R/Kor2r9ZfrT+9/nuBCd8IfPBP/fcGMKu13hNC3Av8nhDihNb6z/mGaq0/AHwAoOiN63i3jjU7BUBQNVnCjk4RxTxpOUdUsOnMSIo3U+yOZvSZDulLCtULSatFwn0H9DgybITMZga/WmSwWKI9YzH5U0+hKmVINbnfe47uO8/gNCPsXWAvNZPzGDMJ/+QtSBLUgTkSrVEv38LOZXGaI6gwQ2YrwruyyfDwOMWbAfqlywzefA+qD2jN7tsPUH6li+r12Dvh0VnQFG4KctfbyL0WIplF/EyNkSs75s2YGGf33oqZiNr7DaYAhMbJRCiZkuZCRosdmn2feGCjrBS7OiRyHd5aepn31z7LzxXfyMduHCOqe/tabuOOHxVMY+M0zZ9LbdPYaMsACk7bZC7jOIx9+CqFW/OsvQH6l0c4eN2ABkmtQO2FAda5C1AsGLOoICZdXr1zMEnXIbOtyd8emNSNaoW03jRRRb2+SbGwbWS1wugfXGPlbx5iWJG4TWPYFeaVcTlud9ATNUTRM7S3ROP0EuzWELnVIN3ZJU0SE91TyCMrJZLrt1CjNXS3hzxznObhHEJDbmmAtb6fupFqRBijs4rEMT4MWhnzR9Ha12B/GevP7d2tbcTuHqpSRgwDCkvGOEqXCjROFam82GAwlac/phAJVC5oite6LL0zz2Bc03/0MGFeMawCS+voA7MUP/S8Mezq9bGVov3uexmWJdETVdyB+fxSZ3+fWCmeHyKf9hl5pmmKspyLtdkkvnkb6+ghxj+1ZYxAuz2u/ehpMkcbvLw1zqDnMnZJI6+vQj5Hf0KTWxbQ65NOjiBECS1g77hDVITsGrQOGk8AGcPif1pBtzqIgwskRZ+oYG7giW0a/GFFMKiZfGSrux/viGEFpA4Mxo1RocyHZPwQITVJLIkHNvZcH6lS5MW88VPo+abW0JB6et+XQJPa5neVztvsnoIj738ekclw+cePIGJN5bkBue6Q5OJ1xOQ4utUmHQboJEEdP0jiWzilIioAfy+9o8u1esboVTuKVEm0MEXI1B94rH1lCkjzPFLIrEvGz/VIHUlv2jOvX4HQ5qZu9TVeMyF7tQ69AYQhfi5rqLKXbyF8j/DUAjJI8F9eJdneQR49YJpCpYx5XZwYHWcYmsi3oiIquahG/g6N+DXtXXtU63aXzFrfsGDOX4GjB9B7dbb/xjFGzwl2T/nk1xxyyTTaslBJQq9o4b+yRnE3w8ZbxtAKZj85RIYpzSMZ4owgu6EoXx1Sf9Dh/Ook51cnmRppUnSG/OT2VzDv7fHtpfMMdUo9sXj3E3+b0pMeE7/8okkNkYpsa4DQZYYlBWhKH36R9l87TX/CMHOCsSy2f4zuhI8WMP7UkLU3elAbkk7HJDsZ7LZi6nND7O0u/QMlhm88hL81NBnzlRKdI2XT5LdMdGg6MMBmWFLorvHCCYsWvpSozgBVLhrvmcmQdyxc4g/DuwhKHrnV/SllakCo3piFPdDYQUr2WgekKZBTW5L4FoljYnBhkigj+MWtGGsqC1t75FYziNRheGQcfy/FW++x80CJxDXyGKebYvUiRD8wuuThEHtjC+vwHFHRI5gqIMOUqGAT+RKnk9CdMiWCdhIsJ0FKTSXTZ6NdoPiKjbeniX2LzlyBS7kxbJmw0SoggChS6A0fr2k8bWRsptz5lQihtWFvBAnOagO6PdPs1ZtmeHbPEZKshRqtoFzXJArVqncSjV6VKL6WfZsvTmsSjeoMQEo2H3CplMZx6xG9CZsopyhsKHSjSedNR4h9gdVPKT+5hm51uPmDx/med32M6/1RHpcH4OgiY8/FNBtFSpspTiuCdof+fQtkruwy8jvLiFqV/pEag6pxWR9WwMmFpNdzzDw2QD35yp1kEi0E699xF//g0G9SU23gUc4NFwiKFo0Hxsmua0pX+8jnr7D+o2cQQ8VwRLHxsEdmQ6ODAG9rSHBgjEHNQlsFMs/c4tZ3H8LuQOVKhJyZIh4rGmC6nVC40jWgjJSInmm+80GErHcYHhozOvorN7BGR+icrqIOdJmv1nm4epPHkiOseFnijGDvpGMSkLZT7E6MGITGm2d2irTk0ZvycRsxSUYhig4TnxNsvF4yrHlkN/O0Fw1IWDy8iEg0JJpwPE9QNJ+xvx18KaFCp1jdBKQZ1IRlz8ggXEXqFbGvdk0EcrEAgyFiYsx4UAmB7AyJby8hfR9vexdvrIZIygxGFImH2af7PhZO1xhtpkowLMs7oHZuwzAenXaMf30XvbOHKh0hytpEGUGU1aicSY6yBilR3iJxJU5jiAhjosKXJ8/5M2euP6GFkOiLN5mq10i3d5G1KvFDp0mfv4I6cRiUoj+TozduUbZPY/UT0nFJ47DC7uUNyyOX5eGpm3zmxTOQi/nJp96CchPSWGC5CVOfNsaVOkkQSWL2ZsY38ZoPnYQnz6PmZkg3tlDjo7DVoCgl1iDLu/7WOb4yf4E/aN3D860x7MvGI2TrdRZjk3WCxMK7bcPLLzHywr1Yw5T2ATjyCz3QGr29y9hHGqSTo9z8hzaLf/MSHDtI+MgJvPPLxIsTDMY9Y45Z3/clKdlEOeNxJWyDKKg4NibBOk/iW8hE05mWhCXAT5BWcke+OKy5JjkhTrH2+ohOD725je25iIkxOvM1VJCQv903ZsrdIfllRZxRoASdrz7N/a+7zO4wy86VWSZuTaFbbZK8j9UdoKYnSUt5E+2uNcntZYo3A8P6CSJIUpzGEITHYMRCC5vUNnJKFbJ/D3OQoTEc1gK8erzvN2LMyYOSIsoaEMHfTVGBJn+tZd7Ta0uIUsHUsVKaqOR8DmkbYFacr+NNjBHNVIkzFmHBQsbmd4tE4G0M2H7bHFpA7fkcVnfIa3Zs/qv1v8T6/zuYIISwgL8O3Pvq97TWAfvKXa31c0KIG8Bh4Nm/6HfpIETYirRaIC64uH/4NNZoDapV0q1dRCFL5sIWmZf2dXRam+lSrcTmoyUAWodScFKsnoUoFUyDY1tYvQyDmsXgq8+aKe1eC3nsALEnEHkLZz2BjI9IEkZfDHCvbILjEI+XUP0Q2R0iRirQamPdWKNwbhdVKkEhh/fCLXQYEr/uFPVjDm5bs/tA1cRjBRE6iunM71OcB5rNR0tkdgoc/icvs/adp4CKeU7F/J0YmNThS4g6hs0UJ4pw12cb8NwI6SQomSKFJuorPtG8i/9j8hm+feQJ6lGGFx0DyiSJJClKwoGFjiVW00L1913ZHUBo1MBMlUQ/ROTzJIuTuJ97hfz8GYKSQA5Dwuky1lOXUHGEHK2hSwWCyQLuahs5N4ME4uu3SDtdyk9tmolvPmsOPiDt9kwDVJsxxn85H67eYvqTDXbPloh9iTU0TstJNUfn7Bj5332G4decJShJZAyZzQi53WR4fBItp4gzkqAgGVYEqQXl61Xyz62RHpln/Y15ugdj0AK7kWXyCy6ZF1eJ1zcRSqFqVVTGx94UNA+OG4f/Vkx88/b/xd5/hsu23eWd6G+MmWflqrVq5bBzOjnrKCMJhEAIIYtgmtA0BhvabRsbaLB9fY3vtftCO8Bttww2GIwx2QYEKOso6+gcnbzPzmHlWLUqh5nG6A+jzhZcTFvHT/eDdWE8z/6y06pZc8wxx/j/3/f3vvoHQWkj25uqsf/OY8hYM/3xLfr3ztE+YVO6ncHtLcI9n/BmifzZGv7+CG1JxIUeadtn59vNQTpeL6HjmPZdJaqtuvHR3ncW2RmS2xkTlUIq12O6yy5xyeTAawHF0ogotll5aogcRkZeOuOhFmYpgaH5FkIGjx1jWLdJqgm9tRInfisyqRxegl6Zo3uiSFaPkbc9cB2iqQB/K2bqxSF2e8Tm19VoPpgxu9pkd7NK6WWbbHsPq1YxdhIFTjcmKRr/ajrpyPtNTVwUjKeN7SINYegYj+bsPfvsNkr4QYxrZbS7eYglcmiRtR1UCt6ISaHPHNDTHGShRiQCu2+gnplnfs5gEbJHziMThd2XKBuy67dM4aBQIJurIeplePEq9soSo4WigYMqxcynG2jbRjbaZp0JQ3QhIC65JHkbGRvwZ257BARkoQJbYzdtFv/gAMYR6cY28j2PkLmCJDSdlurlGPujz2LXpwxEb9Jd0+0O4qhN8vBZBgsejfvMsynj4wSHx5l5sod+6iVkECCALEmN5aTdwTucIvNCZKLQoYdofXnKhP/fIYp5rKMBoxM1Wj/4KPYQ8tslI7Pc3mf0RpfeVo7CwhR+W1O8OaT0yZtc+bsnEFMRZ37iAJX3kfsteg8vMpo2z6OBklroLKX6oYDW24esr00TVkfknYi62+PZqERBjvm7N9/N/O+4FJ64jM4UJCl62EO4Dv76Fl6SIot5tn7gfqIqFNbNYce/uIVqd8gPVyhcjI196o0PUykPaGyXmXrGIr+dMK45uNd77D88hdsGe+BgX1onPb9C/noLMYoZn5jCa2uSvE3mCJyRInxhG6KIzptOMprzCQAKC9h7bdxNl61TFd588hq3Z6rcKM/h79h4LUgmMlPVF2gpCT0LqztGBS5J0SFzBYMFI0eNqhbKhs/dPs6p6gg2dhGZwutk+DcbeJ5LVgronNZkvqJ4w8JvaeRu0zAU0hTpe2hbI0YJlmujHROJnPqSJC8YV0wcq0gh2LIJH+kwl+9S9Ybc+twKJz9wgNrYBiGYOn+CqzM17DCFHZ/8uiDf16aAkBmZbeYKvI7Cv75vJlGcQKlAWi/BbJm46BCXVnG7Gf7HXsCeniLbP0Q4tmHVDIdkW9vYK0uIcsnY5V7NnFVGti9GMc13necN73mWJ/7wAWafMpC/4stNdH+AOr5I55hEpFDcwDCX8jmyk0O+pfgi9XLAP3BGPGfdhXsUUXCEUS8dDUhPzBN88hLZ+WOIzR2ElIxrNpknSHKQFCFwE+b+wRcRp1YRJ1fRW7vm2V6co3s248c/8004uQRu5ijugpVoorKkuJaYDuPpVU7+vPk3h2+YIbdt4pBlfQrRGWE3UuxBDnl1gxs/csF0VPeViXqTEhFneEcKMU7h1qbhgihtWECeh9gfo4ZD0nvn8LoKuz6FarURmeau2T1O5Q/wZcJeq0jxusTtadNkEGIiP7ewSiHWdI14oYSyJUlOMqx75PYyvIHC7WR4DYdhXZOzbZyh4vBem3A3T27XyMbT0CINpPGK92KYPM96HOG9vGEsC7aFLQQq55FUPBLPQZ9dRLmWAQDvt02M9lzNrJGb+9gL8ybCMFOkV24gTj1EXITxtKa4BqXLHeTGPrgO5HNo20KeLDOcsnD7Gv+Ji3hxgrUwS7wyhayXCC7tkj2wwKBuIxB4LQOXNEVdKFxroy7fBNfBLp/50yfpnzaiGPKYgqnWiONLBhb9zGXEiVVEf4Qu5th9rYU83mdUz1O9lNFb0XzvOz7Kb77hAeInaoy/9jx/uPA+7r3vOOmNEsWbxnanhdnbud0Ya2YaNVtF9o0dVYcm1cXqR8j6tGEXnD1mEnEcC9kZsvfeIk/sn+L31u+is1NEDi1kAOn5AX/vvg/xvptvoDPyKa5pRD5H6eaY3dcEqDAhLbi4rgO2TbZcJ/vHLfzfX+LmP3yIcN8ow/RUGeVa2ANTCFCeZRKLpECmCm+7i7q1jiwUyE7MY6WT9IzO2LAsUg97CEnHRtkWxTWF25tYzMSEC+BY4DoIKRC5kGS2CMJYvYqfX4csQy3Wsbtj0jAH2hSLnlpbxXIy3ADSrW3sMyeJKy5ClbG6Y+J6iEgDrCjD7lWx1pvoYmisvr0+bGzhLy0QF2dIfcNWcrsppdvQPmkb+2JsrI7OQBFePYQoZnRhnsGsTeMBjUzA3xfMPm1UgvrGOjKf4+C7HjCRzWPwOgqvPY89zND2K7bIJfz9Ic5OG1EvoTyzv7IHKXY/hsu30A/cj3+kDHep0Xz1c/crZWj9ZTdX/m8f/618jlcx/iyUCW8Frmitt175DSHENHCktc6EEMeBU8Ct/9J/9MoB79a7SmRnBtSnHqP0UgM9ATcNl4r4Bw5y74jk1LyJBevH9I/lSN/cod8I8StjkvU81csKAh8hJKgMq59QuuWRv3oEzRaq20fUSgDI2OQ4pwcNrCjGOyqYjU2pgL1xYKArtYqphgc+CIF98jj6qIXabyCrZUTgM6p72GOo/MLnWf+Jxynd1MRTORx7nvnPZBzeZzP1kXXG5+a59S2C9DvnSD8Hwf4Yfe02yWMXcAfapE/kDCTFawus2GFs6UlFQTA+CKmf2mcUOSglKedGRBWH9z91P//oGz4FCCQa301obJeRo4lmTIIQhhAstDl4aVsbBYQFcUlMOp/GGykfPEsSmj/LCj7Okbl+ffoUo4qP9+mXYfE82BLl28h+ZA5KlkV6ax0Auz6FnqkhPRe1tWtenO3+hMqekY4jrFubTCWZkRFvHoJlsf6dK7gdKM/OmE58/o+kPcxXaZ1yUQ4MFjTZVEJ9tsMgctmdLiLUAso23bPqMzaZb5gC1jBDNY6wqxV0mpLu7iFDIw2uvVzF3+ygbq0jSmZe0H4VT0GWIvIh3desUPxL22wcVEnDJUZ1SEqK6hWFGkdI2yar5U2igJSIRCGEpvqMQ+ekTW/aov6UQN9/Fq+TmWKY78E4RR+1SU5OMa6CM7QprseM6g69k6aK3T3IU7xikxQStFUkqroMZiyCpolP07ZAZBpnkKEtm+Ilh+rlBOfSBnpuitbZEvntmJ23Ko4tHrJ3fRG1u488WUflfW6+12fq5ICX7n8fAMc//D24hzaVa8ZXCCCUMvLiCdVZpBNivDSdzOKapn3KePWSnPm9cFewPV2hXu8yih0arTzhNRehJ5RiJjBcaTZJYvKOsPvmObFGgsoV82J2BhlCaQ5eYxNXXHLXjsiv5ylNrCt2fRo9U8Nq9dGhhxYSVSvgHQ7xU0VyegHn5h7Z7v5EcimxbBsRO4hE4fRTMkdidSPkOGbl9zy0bQ5shVsdkwawMoXrOASNGLcrcQs2XjvB+vhzHP7AYwzmTREEjM/c7kvqz2T0lizSAOyBKbSkoTZFMs/Gcl2zkY2MkkJYlgGSvXyDnD5hEh2Ouibh4tUOS5LVK6y/s0B6eojet5j/hMY7HBMWLUQYkm6HFK+bNIbcbow1iGl+zUm0rSh+IeDwcZ/arz1P/6vvobts4h9FCoNFE/167mc6jFZKHDZ8lj4G40qBi99g2CvPtZfY7RcZfGKa5c/cIOv2seZn0IXQkNpjU5DlwXOoTKM8s5ma+fXLCNsmPTGP1S2SXbyGeuN9sFgm3IXoiSlm9jW1pw4YnK6y/7DFa//+LpeeXsJr2XiNMXp1HhlnsLELlRLeXh/RHeBZFjpn1nrdHxgauoaoJHG7NuOqA0sB9ecyXnBOsfLIJlJoSpdsKtdT/J2+kddOfOAyNqqrrBQwnvZMZ9Q1bAYx8e7aCrJLAeJgG8IAd6vF4NFZwqM2IgyQ61uIb7wPAkVcmCggXBc1XUGGIbrbRQ+H6IJHWnAm8WKCOC+IC6YLm068tUlBc7RRppXPIaSmvA4q5yErZbKDBmnBNTGmUqFsjT0U+G1FEhpljhZMLH+Y7vJgYFKIcjbWMEMmGcMZm7hgimnh3AzqoIFVKYHjkO7sYp88jhyNiU7WcdoR0rFfVUyZtgRpKKHT4/t+/En+ye+/m1M/fRnm66Sny8ZnD8grtykeu4vMNQVznaSo4/Po3YDvvvZt/OLpX+Xp5jJ2Zp7JYH+MHCfoW5vYxQJb33sPC//mRXBs9P4hMGMKpEx4Ec9V4K5TjOZyyEjha03vfI3+nEW4CSI13Ui0SYBpnX7F6mKeYYoOwZZGtHpUXx5AprE29yfQvxHxhWUO/uaYr1oacOWlCHvPI785Rm/vmSLSno1YmIX+EJWZ9U9HEaJaNnO3PwBtLCROP0O1u2ilKT+9x8t7swynHC7fnmfugzblz6yBbaELISrnkXmWmbtKkS5Pm1hnT1K6MWQ455Nb76Ffuo6TC/HOXiC/nZKtbRAELu5KjaNzIbWXBqjAJvzsdXL1KbO3ihN0f0B213HsW7uodhcRxQjPRRTySAm2LVGeZeJNlQHFMhxBGJAFtoEPDspGTXrURXd72CdW6S/YjKcgy6ekvo0cxqTNJla5bMC80mJctkgKBoIrXBd9/gRs7OFe2TIRyg+cYjBrE5dfsaqZIoIzUDgd08gSUqBGY+KS86qXXJ0PaL/1FP05SVKC5T/oIa+sk7zmLmSiUNM54orLyX/XZP8NU1SuRRzc71G9cMiPVm/QSnJEf9nme6c+DYTYHyyzsJXidBNkrIjLLsNZ26xtnmsKQ76L7A1N0lXmIW6ZdYZqmcOHyhQ3EoLrh/TvniELFAdPziE0+KlJBDv26Abvnnuee/1N7pnaYa1Xxb7uQZJiDWL8ZoAVO4g0QU9V2X/jFJ0zmvrP5xjdA8sfMi9z9/ouulbC3W6TlXNkr9hEhMAZZHj7AzhqI6dqkGWMZgPyRwPcw74pljsOwaFJOLDGEnsIlU/cMioo10EUC0b1Is0aKZcWiJarJAWLOCfxusqkgMQJcm0XNRrhWSfQL14lvJWnOnUet6twezHSddF7h9hzRQNO7w/JvAreIMbqDKFSMmrYuVl0pYAQBcTYQOLdTkoaSjIkdj/B22iTe36MHg7vFE/T3T2yh+5Gxin+ZhfllQGJNRbYEbi7XfRhE04s0zlbof/WPllqoQ49Zj8HaWgxrBsAudPX9BYd/GqR8n+6jZXzcVxpGirrB6bofGKZqed7yMtrqFPLpKfn4IlXPX3/Yvw5GP93RkP+KvAmYEoIsQX8A631zwPfyh+3OAC8AfgJIUSKoSr9Va310ZfxQ2i9aZV3fcPn+I0vPELxgxfJzh9DXt2AMKB53kGecahe8uktu8hEU3t2yN7jgt+6/xf47//p38KKHMKDjHBnaPx8gLq1jhUGlK6aDUjWOMI+c4K4GlJ68QjR7pqXr2UhPNdQW2driHbfqBXCALW5g6xVyGYryHGKunTDVDyDAN3ro8+sTnzVkvXfvIfabyucgWL/YY/KNZvCZ28SbtbZeV+Rbz72ab659Cx7acg/zn0da6yylJ2ZZIynKEcwqtkkBXMQkzEwtgw0btdI8gcrLu888TKf3T9GnFlMVfsc2SE/uPl2xpnDi9vzJC2P3LoNGuKygcShJxFeKeCCjAVu2xQMkhCa95Wwzpeofn6XbH0T565HSYomdaHy/jWE72HttaAyh3Bd/I02+rCJ9H30YGgW8XGEfXwFVc5BZwhbe+B5k5z0iSQwM9GMdrWCzjLGyyXSQNJ79DjhoTKdEQm6mGf6iR2yqSKDlRzBRoeNd06TPmo6sNO5EYET04180kxijwxoKrc5JPztlxC2g7j7FOOZHG5zCK5jOja2DUIifA/h+3j7A7QlTKX+v8JHppVm8IbTPPTjX+QDf/AI889l5G61iWZz9JYc0EaSyNIsccVEBLldm+Z5D9tqM/PpJjOflfRPFAk3+4zmA3KfuY4IA7LDJqLVRngeypM4Q+gvSNyesX4sf0AzLltoC9Ca7oqDTGy0Jag/3UVcWzeRZOMIuTCLnabMbPmmmNHuEt23ikgUfiuj/bf6vLW+xe6wyGguo/ntDxI0M259o8Ot9/zsH7vml9/2Pr5n7WvZ+8xxZD6HHgxRzRby7HGyvI81THH7jjmAWJAGgqCZkeQlSRGskUBNYo78mx6N1pRhdzRM4chraxOjVDQJJplvNuNMrDlOnwmrwHR3nSF30g6svkuw1UE7FjO/+DykKSIIwHHonilT/NDLqNEYmc8hDttGRaM1tqqSzU9hTZUR7Z5REPT6pNdu4dgnyYoBFqACs4EMn12DSsmAl4o+yXyOJCeRaRH35Q30TI3x3RWsYQqP3c34zT3etnoNT6bsjMoMU4crezN0mzmcnkkxCRqK0ZRhQvhtZYo9+Zw5OA+HpgCWKdRoZA5yroXyXNyNCDV+lVEOAJakfS7P/Gu32Hx6kVO/0pxA8VKK77/J4KvuIrcujTKlNTTd0O4ARJnKRYvSrQS3HbH5t+5HPdDD/nyB4m2FPdJMv6Dw9gZkF6+ijz1C6apFZwXChsb5QJnLdnli/VAUWmMo5LG0Jt3cwcqFpnDiugjXQTb7MI5Y/Jj5bHp1nuF8juBjL3Hw391P9PVTaAHBIcw8sUdWzSGvbXLvJ1rMuW1e7i/wWP4G6mHJ/t0FnvEvsPTTz0GSIuZnQFroG+tko5EBvIWhuVbXQYYhhVs99l5XYjRlVAVx0UQQl27AbncJGcPcFwbG07q5hxgMcXKheae4LrqUA8/B7SRkjosqC8J9c1gpbCbYw3RySNdky3Ws/Q6VT6xBLoRCDtHt4TUhzZno0SQnGZ+cZjxlo+wS1S/YiGqFxDVsHmtsPN6OY5QuccEcYjMH8usCry0Z13y0hLgA45mQYJRgRTEMYrQMWKy1WRs7yMxBCxOtZ8UaZ6CRqaJw5YhsawdZzBOXHJQFbivD6o1xhj7KEThDjdrdR3ieobOHk7ScJEHO1NFCkIWOIfe/mjVXGEL/pX9ygoObNeY+o9j71nP0V4xFq7g4R3rzNiK1yG2NGM36ON2Eg/eep7cK9acVwy8s8MZHf5jyFcFMe5O4PjNhDNg4Z49x8GDZsE6OLyH2GmTNI4LDFLRJNCquGQVEPFdEpBqZKAanqxzeZxk7Ssu8W2Vi3sFxNaO02CHNLMTFAsFnr5nKqCXRSiNfvgVCED1ymqjssP3OlO9/6JP8aNVkD/69mU/xM81H+OCV11OJV5GDyNhJrq+Zd6qQ6Cgy69ZgBEpjrSxCphhXLDxL4J05ZtJfhGDqV0JaQZ6zLzRRV2+jHBs1GmHPzSKcKhYgR4mBy9kCb9/YHUWSUeiNjez67lMo12bhV65BGLD3Vx6lsJ0y91vXUQvTxLWQ3pJDJV1GPnMZWSmjq2UDspscdrGkkeN3Osj+ACEl9sKsKb7VHJRrImrDUZ206OPe3KfzmiXiYtUoEVttAwfOG4hsmlOcPL7H7s0l4tkibnacZLbIcNbEUY9qgvBQU7oxQEzXsNpGhTKa8RlNWThDTZI3908mky7yUON0Epz2GBEZO6hdn2bo/lcQ8ZVGf3eDHzvxcX7il7+VaNqn/dgFohrMPJUwrNu0zgpObLnM/oHhuyRvqPMTpz/AJ8aC//ihx9FSc+vRKa5/9DjVpiLJSazIwmmN0FMezsAU9OOlKtYgMe8sK0da8BCZQszVieaK9JdckDCYtdl9fJ6oqrDGAqdnCo/9uyO++Z5n+NbKF7gez/DeJ/4a1c+7zHxsF+iiAbnbpD6IyAoBVt8Ui2b/43VmahVufscU9hDiko2VaCgV0NfXyaIxwnZwF+fReZP+pQIP0R+RNY+wVpfRoUdvyWZcmaG4FmH5Lsq3KN0YkOYd0sDC3xuhjtpmDo3GSMc2a41lug46yCO0NsDJ2AA5k4UKItPYN3dQ95wiKbk4SsP8DFOf2EFVcsbyZ1mmyNEYGFvBYZPcxUlaVZKCYyMLBaNgsFfAn8zldgdvtwjzRXO7HYko+MhuD700hway+TLJfUtsv8HBa8PSz17CrYWsXjhi/eI87g2B3js056J7q/RWBPVyj1Hi0Ow6JDlrEhNpOGPeVhe/VTCqjlOrjOZyKFeQu9UxhY4oRVsW0XSAVTiNsiVu+79iv/AX48/FEPorUE7xyij5s3r5B38Uv6UZ1k3VeObJAYPFgNLFJtf+QY7ckyH1Z4Zsvi1EOZBUU06d3uHWM0uc/rkD6HQZ3b9qHqKX9lHVvFE2XN0w3dNcjni1hhbCENKvb5i4JtdFzEyj8gEqNF1IGSUGOjSOjDwsjo1vL4qMjLFURPsOYucQPTdF45HqZGMYYY1ShvMB/XmL+tM99NMvYy+YTtzNf17DeTrPeEqjXU0WKmpftJn54AbpxhbWudOMl0t/hHBrvh+hjAysdUoyntFUTjdJUgPFEgIKfkR7EDDue7gbLuE+1J/uIccpSSXAGqdmE+5Y9JdzNO4zgCK/YTqh2oLChunwZq7Aa2cE622y67ewFueJTtaRUUb7VMDRvRqvIfGbYI31JOJIU7w9MlFWeRflWbhHY9QzFw1HwHGgWEBt7SCLBWN/SBJ0lnH0dWcZ1Qzp3or0HfppVBZ0LiSUXnYo3zSb7Z1vi5mrdciUZO/qNF5DUrqlCQ8SvK0uIs2I50u0zpiNcv3pLuLqGtf+0d0UbgvKN1PCa01z7+IU2l2aX32CNBDMPLF/BwT2wRs/9YzW+qEvZ+4Wi4t68X/826z89j69C1PYwwzvcIh+8SqbP/YoK/+pgfZd0oJLf8EjLgq8tmL3zYr5j0lKf3CRztffReoJqr/6DOLsCdp3lektCbw2TP/y80ahMF9H+S5x1YB2wv0U5QqiokVUMjaa/HaC24mxOiPTvYrMhlOWS+jhCDFVJZsqmCKdFNz6oXNkribcFQyWDQJX+Qq3YZPfNBXvwvqI1/zLL/IPp1++c82fGAtuxXX+2S9+E34TahcH2OsHqHYHNRxilUqoU8tkoZFcy1hhdSNa95bIHJMiApPo1sxYH6Ky8bnWf/syopA3G22l0aUc2ndJih7DOZfRlEAmGMioB/6RpnRzhL3TAilIZ0pYl9ZgcYbNd0xhJTD3qQ6tC0UOH9bk1iVLv39AVg5JCi5uc4g87BgPYhCYDU+zZYpOuQDSDJLExIeePG6KZoMR2e4ewnXpfsO9JKEBSBU2Y4IbDdTuPukj55CffBZ7YZ7uY8vsvjtCpRL/pocVmc8uM7NpdXua8ksdxNo2olJmeGGGqCjxmyn+F64jKmXwXboXaqS+oHS1j3jpOnJpnpvfNcvSR0ZoR/LER3/sy563YJgJJ/6HH6N6eYRyJb0ll8b9mhfe89NcTSUPui4nfuv7OfuPbkAuZ+LbGl2zcWq22P+m0wzmTZe6fE1R+ewWw/NmrQsv7cJoTNbqIM8eR/THHL1untQTlNbMRkZGGTJRWJ2RUY0NhmatyDKyft/Ad4VAxzFytm46LLnQKK36I0ZnZ9l7zCH1zfdoxTD7+T7W0cB0M4HHfv0in//u+9n86hL1t2yzUmjxwuE8vSsVgn1TvLKiSboGRjEjMiNHtyLwmylCafzPXUHMzZBOFxjM+6ThROp/MDZwtp0m+1+zzHjaqCeEgvy2wulnhNcaqM1tuHASOUmM0YGLaLTRk2hA4RsoJIFvQLJSoNa2kLPT3P6uJeY/bd4t9kHHANTOn6R3qsSoKnH7CmULRlOmwOYfaTLP+HXBFGejkgGdhnvGrnDse65zcX8W6/NFpp83DI79RzziImSrI9yrAdPPp2SekaeHH34RsbqEiBNUOYeIU9KST+bbKE/i7/SR+y0o5NCeg2h2WP/OVZL7BsjLOVb/ybPIqaopPPYHiHtOI1KFtgTj2Ryf+sMf/bLnbsmf1Y9PfTM3fvAY1ctG8eQ34Ad+4HcoW0P+/e5jXP/ocZyBuRdpCEu/f8j6u6cRKSx+uI0cRqiNbWQxz+DR42x8jURWI6SlSBs+/oEp0rodyO8oyp/fNoUh2wJbQqrQgUOWc0lDm/6CbUBywtx7r6voLUrSHDj3t1FaMF/qsPnJZVZ+8jkDd1TaFKwW5sw7qdkhW5zCOuhy7Z9UAHj/4/87h1kOieK1vuQjI5sfvviXGF4p43QF4R44I23maWbo8knOqGKSnCQNBFak8TqK/NUWIs1Ipwv0VgOzvnz2MjqO6X3DA4T7Ec5hH3V700Q3FvPo/YYBfGqNHgzRoxFaaXjgLHHFQHXdbsrROZ+j+1NEJvD2LewRLP/WLjvvmKOwmVH49A3IBcTH69i9GHFtHVEpkW7uGJtOHJsGgGuivuVUje5jy5N5zCQpJOXwXgNsnvunnyP6+kfwD0ZYB12yepH1ryuQhprctmDhd7ah10eNRshcyNFXnzJr51qEczRCeQ72QYdkocKtb/RRUzGi41B5SVLYSgg+fx0R+KjZKtqxGCzl8Jsx7q0DkpVpnPVDcF0+eP0nX9Wam68u6dpP/k+c+/92QSmOHqzRuA8uPHibmx88zvL/9pJpDLz9LqKypP7hDdqvWSQJBUd3Q7Bv9gVeRxEVJO03jTi3sMdGu0J/w9hVlAXlWylJzsANS9eGRNMew2lTbPTbplCf+SbaWDlGFWePwe2agmF3RfLwe1/kB2ae4EHX5Re7dX79295iIMFKGcB4JYc8aJMt1NCWRD571ajdHjyDc3XLpI4IQTqVI8nZBqZddox6tJvidGOs9tBAWKOYdHmaaMrDbcVYoxT1zEXThLJtZLlkFK0HDezpGuRzqL0D9PkTxFUPmWm89ZbZV4YBotuHNCU5bSy/zl7XRAk3j5DTNcMfmjKgS9kZogOXw8emcAeK8vNNhqtlGvc4zH1uiLPfQxUD0pyDNU6RvQhx1EbNT5mbeuW2+Xz5HLQ7qMEQubxgCmJ1H2uk8K/toRpH7HzffViJ2XP3jiuUozn970ZEVY/g89fpv/kMUUkyrAsGqxl+fYjSgsCLST9TJTjUOCNtVF+HGbkXdiDNiE/PMZpy6Rw39oqVf32Ng3edpnmvonxZMveRfda+ZYZwD+qf3Kdz7zSf/82/86rm7lfCEEL88MnHv/0np1bu/7P+KAD0mxtc/PDPvE9r/QN/1p/lyx1/VgDG/2uG0pRvpgR7I6JSAf9IYzf7FEYJpBmn/+EAtX4V4bpE33YWWYqZm+rSGQcc/+0hdHuouWn8p28Yae7yNMoWDBY8yoMZ9LrxPKLBW2ugdnZN5dGyjAR9/xCZ1RAqgFQh0swscJlCa4UaDolfc4b+osP0B9eM93LSxU6q4SSNAJQtGS8EpIFk9uMNtG9jnTbxL1tfVyf3MSjfiDm43yUpClQxZTAPupgzHIbNHXzLULi1bTzoIsnIih79JVNZFwkkqYXWglI4ZrnQ5igK6I09hFTMfzbBbY2xmn3o9XFU1Sgtoggch5xt0VsOScOJ1HxfEzQyws9dR+Rzxv/le6jNbay5WdRUydC5xwm5PYf2accAHAUkOWEgjpkw3rLUQabKpF64lrmmOIFCHrLszqFWj0bGM56kDGYNoC6/k+IdxTi3DxhdmGdcdim9bLpi3WWbuASlQoedgzJy26f+Eri9jPCDL6DiGO17JA+fZVxz8Fsms1cLgRACkRjfuvf0DfRcHbHfJGseIVwXt69M+kApxNr7L4to/sTUtQ1N+ZX4rSRvwQ8PGPzKI8w+GXPw+BTBkYFZBY0Uty9Ba4JNm/InbsDMNLlts4mjUGA0m6O3KBjOK0Qmkfkcqt1BHraQ9Sr20EIoh8wT+I0YrwmDBQMzcnoJ1pGRCma9nrEPlYpE5xcYVx1Kn7wJUwXiB0/gfuGqSUGYMAiskaHye+uS/I7C7WY4PWMReKWQsJ31uBKXeW60ihSKNA+qB6MZn1xcQwY+otUmO2phH/WQAxeRpKQ31xD5HN5KnnHVQjkmQzsuTjb7gTkMzvzeDQiCL7E2dveRSYKwLLyGjbZmULbDqCrIHWjC3Rhvt8vwWBn7wEI3juDWGuLEMUaLJbQF3qGBgNWeOiT169R/7SVjg7q9gT83Q7q+iVxcgHPHYRCht3bRmQEdStcxwKrpCnKxjr6+gVYKISWyUEDHMbntMdZgAiDdOjAqkJVF3Jv79N/1KOOypLcs0E0PtyfJ7YJMzSHPGZgIwPzaALG+g5iuoT2b9gmbqAxl4eB0e4h+H2tp0cjMLRDaHEI699exIgOK7B3L/4m5+V+evOYAbQ1iZGyReR433/uvAJ8HJ0KiM/+PK2x833kW/ukXGDzwELnnLiHzedSZZZy+xm8I8juKwvUOwwtzNO52QMB8dwr7sIesV2F9h7Q/oKoVg7vn8G42TIdnNDbSVMc2kmylEdOmo2MX8qijNumj53AurpFNFRjXA9onbOY/3DBrlGssTbltAwS0I4211TAH8q1dRq87y+e+90Hktdv4D9+DEJqcHfG3T3+Ef8rbaJULyJGFjAX2QGKNv2TL0RKK6yY2Lr9h1iu6PWQxQLmC/HaMu2NUUnp9i93//j7iIqBMXGJSUjh9SZwXJLkZiqGH6I6MZzqOEWOX0T0mRtcZaIKDyAAMHZvBqSpJXlKyJdmVm/iNJZzPvYw4blJ1hGObWDzHWIaEMtFqMgG3rymujUlDm85xB6evye2leB1JVDbvwPZZWOtUiDYKhEDnuIsVaazIXPvxn4yQh3uoVhuUBikYveVuc62WQEaK4KkbOK0QR5rkBJ2kMDMF3T5CCA6+9hiVN+2htGB3yid53QW8yzuIYh6ZpmitGa4UCD91Fe+lLw98e2faejaNt61Se+CA3ekq5//+Gtd/eo67/U0e82y+4eTv8/pf/OtMf3qf/TfPGtUH4B/B9FNtZH808dUq1GBI+4SNO9NnttIlsBOuDuaJSxIVKtJAkt+BZHkKuzEgni/gtCYQttBhOOuR+sZOknmmcIGA/K6ifEOz95jFVDjCQUr7vgABAABJREFUFopj+SPW3GWE66L6fcNxqRhrnWj10GNDa89mSlx/4y8B8Cu9JSLtcK+/Cbi8LUg5Uzvk+VWX0cghKTrYA4FbN+qQV4qzzkCThuIOeykqS7J7q7jtDO0ISpc7iFSRPHCK8bRH5gnGUy6ZV8LPFCr0iGZCrNki1mdeMIVWQN9/ljTvcHCfB8IUWwYztmFD9SyEMkU9NBDFTL0wMvM68NFHbVxpmWSPmWlUzseOYtKDBtKx0WliimhxjPQ9vE5KkrcnakWBdiRZCKu/1UCcOoH1mWuoM8usf+uCWetbcPxf3ab9hlVuffcCtYuK/MaA7ccLpL45LFsfewZRKGAX8ujxmKO3zmONQe54pCXj4w9f2oFahcH5aXYfs5GpsSOtPN8i29lHLNRACIananCdVzVEpslNDbj13irHf+olKr5L/xs1F59fpdKArD9APHiB4CDC6duki1OUPnQFfWKRuFQ04L6mifgbnIOVmSaPVtdYyrX4vFxl1K4iM2gfNxJ4BFhxgBVplCWIqjCuWcjUFLSjikY7Gm3Jyb5OUH2xi9cOuPLWGT6ZP0NPrfFzt19PSWGSNbIMkQsRSUZyrE4a2vifvwonl9G3t+ge88nby3g3942VRJh90XjKZjArJkU6F3vkYMWhKRhPbIzFmwPTDHEspOcb+0J9Chwbun3s6Rq6XkUkGfFrzxOVDWgQDVa9iH00MIkQhRzq1jpRZdW8Gw6bCM+l+657iYqSyrUxcdE2qoWcaYAhTDywynlEFYvCpsK5tk162MSuT+FMVxDtvlEkZxnatcl8A29O9w6Qjm1ib6en0AcNxPqY4Owxow49aiMrZarXU4KNLqSKypLhNVmbh4RrGes/cJ5xTaNcjayMma70Oerk0RoGN6sc+8zQ7DdzNsq2yV07Qrc6iJlphrMuyjLFcbsNWauDM1AUb0hm/u1zZEmKjGcYV0AfNnEG1Vc3cf9i/LkZX9HFBO075F/cZ/M9Cyz+3Euo0RhOriLHMfqohahPIasV4hMzuC2L1X+b0jsxTe4oxT5ooBMj5bIti2x3j+i+BdJJxvXgRJkg78MXX8Z5ITYebDE5pA2GWAuz6GYLoohktWY2T0JgjUITHdkZIhPjSdPC5db3H2Pl/T3kICKbrxLVTKU884yPU2aQ3xyT1PPEJUP/Lb3YoHQ7I3+jg+iN4EHz8tPKdBZE12Rky0IeRjEiySBKwHdJpvNsvSkgOj1G7noIDYOBj2VnxKnFIHJJUothKyBcc3CbPaxGF91ookYjLK1RgyFojSzksTpDZp+ELLAYVx2Kl47QtzbZ/Sv3Yw9h+j9eRh82kPNzpPMVxtMe/u9+AVEuk5w4S7A/ofDPmA034pVIThttmap38XIX7ViwUDc54paENPsSPKnZNUULjETdGWhyaz1IMtO5mkj6h3PmZ9hDc/Ac3q5w+pcHyOER4qhrNoT5HNItgxC4a4e4NxXEMTvfdprttxSYmjnH9HMa/8UNmK5x9ECN8kUbjtoAJKEkKhm6b3xyxkzIzVcxeQWg4NKPTHH+pxoMT1RZ25qmZhky9tzPPY/M50jOLJqCQbNFcnaJY7/WNODRchHn5h6610fkc8hkAsEqpPROSzpvPEFuc4T+4iUspXB6OfJSGIjR+gHZ4hTBQYzIjLQZrQ0cqlYja7fNgS3TNO+SFK/UsPZa6IUaOssorMNgbpIgosz3XL6VkX9+5w4U7ZXK/t8/uIu1UY04s8k7Y2ruEHsIud0MvxEhbm+bAyGGgaJ295GL83Tuq2NdmCb/9AZOLzNZ6i2LUdVQteOKiUFd/r0GWaOJdfIY2rUR48QUn/oDsv4A6dh4R238+RmS6Tz2pXXEdI31b6qDhrlBCSf0sBbqdM9W6c9LrBiKaxFyGJHeuE3t2i30A+dJ8i7uJSPBtsplCHyUZ5vv7sQycscUBfRojAjKZAWz2bDuOXlHAaG29xCBj/38DROZeGYVtTTDaCGHNVa0Tk0TVU28pVwZEDyfo7imyO3EpOGkoNJJUY40Sqh8zqx1QuL0agzmBP15QWWqSto4AkvijBSZZyHGMaI+ReoLnD7IVh996r+imCCMomXjHSUWPzrAHmq+Y/2NjDOHrfedpPrh67R/tczwcMz633/UqK8un4B9I8HMb44JDi2CGw3S2xvE5x8hyUNaVOw/ElJc83A7KdQLWOMU1vaNNPXg0EiTV5YMwCrJkNM11N4Bau/QdCdPLiFqJdz1BnpmGqvZZ3w2j9fRiMYRul5FS0FuT+G2M8LrDcN8WaiZKMLiMvYow2oNyc4e4+jujBP+kOPBIY20iCUVTiFG9UKskcDuc6cojIKlj3QQt7bRozGyXDT3uFxE9scU1mzs7SaMI/RgyOgtdxkmwStFZQes+ojecg6ZCpy+IA0rVF7oGPtdvczea0v0lw2cN9wV2JGDUGWSgsPGX8og0+S2czgzdeZ+8xoszKJCFx26SMdmtFBkWDe+a4DMN7BPeyQQicIepmSeYxJPbIHMzDo7rki+82uf4Jc++CaCpmA0o8ntgdfJyO1pgpd3jPzcdYlfdwGnExFVfUY1C6GhsBHhXtokPWrBUQt7pm469v0Boms22iIX0jsGPtD76AxTRxqRatKdXUbvfpRgt8ZozjfxaZZEZ9mrmrZpIBjWBUk/JKwNab/5ON4zku8S38PXn7rIH/zho9TbGRvvnsVrw//z+/49v/AfXsfMJ7R572TqjkyZqQoigySyyZTk/soWHIerLy+a77Ue0zrlYQ8dRBrQvOCR33Zweine/hCr5plCgs8E8AJxWdFZsZl5qsfc50N2lss8tLLBh1+6wNJTGTqODZMlH5guZuCjh0NUt4+8uoE6Y4pGf2v3QZ46XOGHTnyEByc2wYPM2A1UJtGJIAs0ytNoKbFHoID6f3gJHUWMvuY+xhULp6/wOinWICWa9hCJSftxtlsM7ioT542SIfUNKHFcm0YmmjSUJIGgbN+HNcpQjqR9ymdUh8FqitWzsCJzQFULY+RWgPIVflOgLOg+ski4MyatlxBaY1mSdG0dK59Hz9fNHsH3sJfmTZEtzQw4z/NgMMTuFcgcw2qwB8YKs/jxEfr2FhoYfdVd7D1qk5QU1kiw+hsHdB9fZfftKToVZDdshgshyjJF69nP97Fm6uiZGmneM/DkVFO7qBlXJe26ovbSEN3p0vhLd9FfEsQzCShB8bKN2twmff09ZKGFdbFN88IS/OGrW3K1JQi8BPngIY2/dBfVf/cUy99TQB9fQKztcPPX7ubdp1/gpbfXcYsFLv+tKXJr51n6uUuIx8+jXDP/o5Ik86AfeVzuz3Imv8+7V1/k15MHiDYKxBWNKqcQmQjs0i1NXDIKBGeg6S+a977ylFHJRiZKNPOgv5rH6WfsN4u8UFriF66+BvVCiXLWNGqNThddCEnLPjLO8Jpjo548OOKD/V/ia6f/qmHNTNXAE4bhNCsNNLqocTsGYpr5JloZaRgktV98muTN9xprwGdfxKqUEJUyOvRQl64j83nEdA3R6jF4YJH2cRv/yKh2AdyeiVAWNzfIRiNkEJB/Ydc0tHIho7sWaJ80BdWp5xPCXowYxyalaAB+2USQR1MBpd95wczDfA57buZOrHi2UEPEpS9xcTRQzGMrRbp/gPR8cF1EPkT0h+gbm8ayVyqiKwXCi7voozY4Nt7NNYJalc7rVmneJYnLapKSJdBacLBTxgpSELDwiQR74xBdLZIUCwaEWw4RmxlZvYg90ritiMoH1kzU/EwdoQ2wVS4vQJrh9GGwACzOmBSLvxh/Mf4z4yu6mIDWMBqR+TB67VmEhvYJh9lfu2y65RP4TlxxOfbbbbhym2J2jMFqAadawHId7K0GOA7Jm++nddLGb2m8rkI5kuZdeerNFdKba1i50Ej4Ah912ECmZRM5FEXYrTFpySOqOmjpkvqCcN/GEwLryjpVVmje73P7mwrkNwvk9jL0K9nhfSMrDbZ7iMMWrTetAqbT84HL/4S33/P3ELsNdJqi5QLK1cx/xKL8zB7Zzr6JHJudIi352I0Bql5kNBuw9RYJ1TFekJCtZGTbIarrIMoK187otkMY2IQ7FsGB6VoyGhl5XxiSNo6wSkXzEmgeoQ6bWKUidq1C5k/D7iFidQl7aPyBYDgAYOi33lHC4Q8+zngKxrMZIj8mzEeMmyEillgDSdgUlG9FRGUHe6yQjTa6mCeeL5D5Fm7LHHajionOsgseMlHIcUISgteG4UoBZQnih2scPqSxBibD3O0YObw9MJsBubZL1uliTdfuVMmJY/TxJVNQur7Ftf/5NKd+ucXG11eIihMIZaWE3j1A6DoiTZGL85Akxk5xd4LfmqJ4a/Sqp24aQG4H4uUMsgzvI89y7soiyWKFuOIaeXZ/gPXUZViaR3W6yM+9iLIs8xkyE0WohkOSR88YYngAom+b5+CURMuA0uWQ9LCBFSe4wyFqbhp8z8gLIwM+k3tHqMnBkzOrWPmQbGsHd7OF254jmsnj2hI5ikkeP0/QzLAiyagmUK5hEeS/uGkOE/kc9Aesf23I6196NztX6jhzQ/JhxLHyEU88dRelvqFbi8MWenHWFAFevoFVKJCeWaJ9LCAqCUrrJoXF+cJlZD5H8+0nGSwI4yuWkNsS0GyhlSYrBGZzISVSa4RlYVcmcvdCCN0B8vO3UQ9doHUuhz36UvKJChyiqQJ7jwmyYsq5n2pAkqCqBexjywakutPALRXIjlrIUhHheYbyPYjRnoX2LfMdmgcB27KwKnm0JUlzNrKSQ7s2lmOjXRu29xGZ4tZ7ykQzCdZA4nRs4rLCGkqygmK23EPfCMhtj4lqLnFeEh4k2O0xadlHX70FZ45DIcfgRJnqL3+R8GvvJ85LdJxgnT9JNFsgzku8Tga7h+gkRVuzjKbh1nfNk/n6TxJs/kvDsRnMCUazGQcP5SitpVz8D+dRNix+Yo2DbzhNcy1j/uOCznHj7czabeyFebPh0+Dv9g0o6tG7iUqSNK8RqSAuQOeYRf2ZGKE0WWiTnV3A+exLxiPuGym/tgQ68LHaXSNnna2bgm6S0T9ZxhkU8F/eRnd7lH55HatYID2/isgUbitGSxcrUUSrVdy9HrIXoSdcC+f5W6TtNjs/8jjIjDfXrvDO/BXe8cz3obQgbfkETTMPhcHK4O8owoMELl5HTE8hHNswYYSAVof04BBhOzA/Y7y0548xnDIATaMamfjkRw4sx6Ag3XeJS4LBTJnS7SJxUdA9qVCBgo6JGjRKOp+DhwTf/9BH+Td/+Fa0zIxtYHvPKOsKIeO5HLLi0z7p0F8yhUeRCpK8+blagoxTMtt0qpMQBjMWyjIb+N59EX+79gK/aL8JZRvZdPm3n0MW8gwfWKX/oFHAhDtDrFGKtqTp2IXGQuE0h+jhCHt6yqxbC9PI9T3zuPT66Dgmu+ck859OOOzMsvSvjaop6/awV1dMl7A1QNQ9dr5eMayfo3Ithg//xpc9bZULUQ3SRoDbsCh/cY/C7Tw7Os8nnniU1X/zNNd+/h7QGcOOzY/9x2/nZPciVArg2saemKbok0v0V3KMp0FaGksq1odVUiXRrsZpWaixSzSlaB+3mTmKURJGVcmw7lKeFG+TnLhT9HYGgJD0TmjscQGZaPJPBlx6+gzL11NyT92CuRnTaW20jKVntoK1lWH5vlHufeFF3vT9f4XWSZve3TH3nNsF8vzOIMeLo3OkWqIygRxaeE2TduR2zPt7+pN7UJ+CnG/SPHKC3E6G0zKqh7hgme5ve0h6ewP1WmNLshJtEqV8yDxJnIekZAq9Sc4jaBp2QPu0JitmIDVY5iCnJQhLk87EyI5NcJgxrlgMZyxyWwqrNZzs8cZYpRJidpq4GuBtHBkGTK2E7AwgTc27p9dHjcaI2SmsRGFPeDi94zncGxH6/AnkKCJc73Li2Q7kQpqP1bn17TN35ojVtwkOU9JAojwoX1dGteR7xNMh7ZMegzkTi139d1+ksjCLTJcQ0QB9cgm/pUzBfuiYdBqT9kzjHg8rBue+kwyW1KtccCfwYTSHmxUWOorhB5bZulHnzM/2EEHAyZlD/ubUZ/m6d/8wU88PCLYtln/3gMHrT+P0NV4Ko2lBVAG9PMJzTJFlZ1wmsGIeW1zjSVYZb+VNdKKXMk4F9sBiuKBxukYJKlMYz2dYpRiVCawDG3sAw3lF55iFM7QofRqufOQ8C9dGWJ0G0XwRP1XILCOqBqR5C6+RkRZcuLCM+/IGb698L1mnA4D0PbJqjtYpi+KGonsKwm2Jco11yIqMHUtLgdfN2P3rDxNVYOUDCfZsnezgEH3Uwjp3muhtD+B2YtK8g3s0pj9vm3SDfaO4QJgEIVH2cY4voUOXUc0jvHEEcYKql4kqFsE+2GONHMZkF68a9tBr7iEuOuRv9+DyLWSxYDr51YoBNlqS4fEKneMOQhkriMyMMtJuj02a0Tgy6p0sM/NYiC+xHPI5w76YyuEIAcUcWcGnt+LTvMs0PTIP/ANp1nALxsLFUoL7z62x2S0TrmEKr0KQ+/xNclJAuQSFPHJtH0/OMFj0ab71HP4RVC8nhgETaQMqxexV7bNdbnxH1RTNf+tVT9+vjKG5U9j9Mx//rXyOVzG+oosJYhyjdJ/gELJA0p+z8DraHLww0ipZrZB/+dBQlS0LsXeEOlkkLbnIcQzDIf03nqZ10sIZwNSTh6i1LcTJZfT5Kt176+SqOfQL143vc9bIfNKdPdQb78PqJ1j9MdbQgqo78T6aJIXBiTLh9XXs27uc+ymP8Snz0hpNm5g3u5VijRVuJ0ZECeqoTeWpfZL5MnHJ4WvnfhDd7pJNQISvZOMWr3UhSbBWFlHlnPGFzzqw6NFbNpVna2ZAFltEQwc9cJh7SrP3GonaDYkjgT8wGxgZgzPUJp7HmVCGpTQpC4W8AauNxsgoImu3sdIUv5xDhCEoRfnGGLszRtg21okV9M4+hSueka39D2ewvQwXKOdGtAcBleccZAz5vZTcs1swjhAXlrEHCen2DnY8RXKqzLhqkXoezkChHYGMNZknDY32VEDQNBviwYzNcNYA9cItw1CICyaNIb+dYSUaudNArcyin20aQKYQZPNTtM/lye0muIdD4gvLfOvbPsOvytex/KEYrzmmc9rwM0StQuWT68Zm4fsgJb0VzcrKIdt3zVH7g1cjSTBDO5rcfka34bL2bfPYo3mmX4jwbhwg4zL0B3csFXr/0MjgVlcgTY2/vx+h1jaxVpaIpcnELt4SFLYSRKqJKo6JQSsVoNMxntU4RhbypNPFyQtDoYUBUMrFOXSzhXJtcF1TULq1zuKvj43nvF5ltFREuRKvGWMPbcIDsIcpznbLFNgKhoq8+/M1TvxYE/GzMcWgwZW/W6QPHPkBhduS/LaCLZN+IPojAyg8f4I472L3IpJcSH43I3zqFjo2Wcx6NCYqm05wXDIbcL9lCipWLkRJjJfasxjN1hCZxj0aGUluJUDP5HHLBRrnc3c28dYYssBGW5K4IMlyChFJVM6nfdcMCJBpkWA/wXnyEqJcxKpVoZBnfKyGTBTuzX10IYf2bcNHmaw7qtdDbgjcUtG8zB0L2ewSnZihv+RScW26p/JkriZ328EemKQRUYtILReClKlgQP8wxt5u0rx7CWdgNuHRbI7Nt9pUTjzI1G+8hD61zMEDNrmZh5n+7UvEX3sWfWKRzpkCgxmzCate1ahuH2tlkdZZwWvfdJGjKOSlW4uvfu5akvG0xj0yXYreks3sv3kOWauiZiqUb44pbki8p67jPnaa7Pwq9o1to5I47KP3G6A1gzefM6qsWFO6JnB7GrefMS5LxlMuwWGMezBgcLyEt7SAbhwh5gyAT4xTknKAlQuheQSOTVYIEC9eJfTPcPhQgXqzioxiLCFQp5aJpjxy11vIoUn10VJi3d4xXvxTK4g4NRvFyVATy8Ypd48Fq4CUit52CTk2XATlQH9V4zVNioczsPCWFujeN4PbSbGHKdaVdVSvb2IOV+aIQwPiSwoTSJxvCgmkkAUahhbaNfNQaLOujc8kpDnHfJ5KRJiLGemQpGczLku6xwQPPX6VqjXAiswmOyuHyH0bXa8SzYS0TzskIUT3Dinkx7Q3SijHIgsVOjYqhKTySuQAZAGMXEEams9166t/AfCovWAKz7XP7cPiPMls0RRUpEmusJIApxMznA/w2gnjKiR5qH/KPKtZq4N+6DwyTtHz02QlH7s9gpsbpDmbYK3F0rZF+x3nyO3GuFd3THpKI4Jun6Ozdf7GYx/gZ0uvo6UL8OEvf97aXmo83iOL4i1NWjfr4NLvHxoOwsIs7qaHf2gOLSJThuY/io3iynUQ5SLd43lapycpFfs+Oxvz7EfzAMiyMlDPPdN57x9TVK+7uJMEVq2hu+KS302xIqOcU/aElbEJrQtwdI/CaUuCQ2N7CD78PGkcI+emiadDnHKIdWMb/dRLcNLYIbOdXQC89z9F8ZsepXdG3rnuT3bPUnGGbHTLcOTitiReG9BGIdZftOjdXefwfguna+5l0NR4z95EVCt07qsTlQSDhYDClXWk62IlJu5TpjCumkmT+caukblmJzyagbgiEEqQzUQE+Ygsk8TCI/PM96cSiR0kqJZDbnuIFftoSyCev2qu+d7zSNsiqefpHvfx2gq32UIU8yTVANuxkFcN6FnHMSIIEP0Rsugho5So5pN6AnHpJmo4RNRqtN96iswzbIm4IEjDCXNJatz25FnIS4YnY+pfxCRcDIZ4ozEzt3Nc+Ruz5Lckze96mMJmzPS//SJrP/4QwSHM/tKL5I8tkuU8rN6I7a+eQt9/lsGipnBbkORtqiePWPvyp625r2HMOHEoXbKxo5T1G3XyNy2GqwVCCVstwSdGS3RPaKaeh+rlDISgs2oaZDLRxCVBWjBpUFs7VbZEFdF20L5idvmIan7Ith8iDnzSfIYIMjLfunOwGU6sBiIW1MpG6XLQcUBbWGNB/0SGjCTlS4L8doJ93fAPlCUYLZfQq2WUZ+alvbZPuruHvbxIetj44xfrOozrPoMLMUnBxR5MCq6pOdAr2yjj7KFR/uZDSe1Sht0aku7uGQXLiWWGS3mGdYveksNw3lgkZGKeNbeniPMmIWc0ZRGVLHKTIrWyIJ4r4rg2ItN4Rylg47UyWN8x+7Ben9iR2KOM/cdKZG+4n9rlhMZdJ4kr4HQhaJj3tT3SVF/sI7KMuBbiNAeIKGW8WsGLEtjTBsw+HCEAPY7upC/pfMBoymVcdTi837qjBhUZyMgc4ERm1muRgdORpDnN9819gl+Ur6Pd9U1h2beJ7lvFu92EwZDk1DzXv9PFKUbcu3iT5u4c/c0cwaHNuCKIKoL8f7xh4qVf7/Izd/8GvzD3eg5GeW6/yrn7F+PPx/iKLiZgWegoIg0hLkhmPt9GdoZkD55Hp4poOiQNJV4rIT4/hUw04Us7lJ7eNTnDlmT46EmOzlqMZhWr709RG9skj1/A/tTzFK6vIcLQyGfPHCOaDknyNvmdOnowRHYjRKpQoYuMU4L9MdbldfRwaLrHcYI+vYoGxF4DGWckRYe4ILHHBnrk9FNkd2wylFcXufxDplhx6vuf4o+yqsdfdbeBfo0FcS3E3zui8/ACcUHQWxVEiwk6E8x8WuD2FLvFEFXMcIoR9k2fzNGs/GGK2xyjHYl92INOl+FDxxhN27jXdu9kyArbNpXV0dhAvqplhBBIrY306+oaeB56OMQdT0jQExq0qFWhN2Twtrs59nMx7VN54gKkgzwnfuea+XtKGS+x66KOWjgv3EKPRkb6GgS0TtsMlpTxyLUcE7UUG++qM9AEzYzUl/QWJX5bU9gwG7KjezRZzrSbrZ6NTC0KW0YCKTtDBu9+FL8R49zaJ656HLwuA1tw+uds7C9c5lc//jrymwL34y8gq2Uqm/uGav3AMbzPX0EnKdvffQ5lGwjl1sU5Fj6rSM4tmZv06S9/6noNzd4jFspRuF1DeXcPhyZ+6NJtmKphTYo56Y1b2NNTpGvr2GdOYm82yPYOkKeOoVyTwiASRfU3XjIsD9/DsW0Tkec62DN14rOLxGWH/OduYmuNquSN7D3OSHd2kUGArJRNF8aSiFLRdNFrJQMVXd/Bv7mBjmOslSXU9h6Dr70XLW0cx0YEAZf/2SoAK/9Skl18GgB7egpnrU5cyxjkR4gMik9umAxv30hG07ky9rUtnCxD9QeEKw+YTO97VvBe2oAsY/yaM8z/6jUoFY1qoFakd7xAfH4J57mbyEGEGCeooslzRsNgOY+YxKvFBUl20kNLSAoQlzUiE2S+6RokIbhHkBQVSTWg+uQe/QvTuN0U99Im0ePnkbHC6fTQ+4d4gQvrOxAG6JtrplNxcplkOm88/Bpiz9gS/J0BstWl8+giwWFMYT2iv5LD7Snqz0p6i+JOeopOLRZPH5BzYp6/tszZzoDR2Vn6b+0TNwLO/s/XTRf3Xfeg39NC/5pCv3iV5Nsfwb4FYqpKbjcGrbnvh57nYmuOrRt1Fv/Fcwze+QCFT91g/jPTfM83f5q/9nN/jROfG7H+KpfdNCdZfWCLvQ8t4XU1Tl8Rvf4CwZU9OmcK5HZj7I8+i5IC74kXEEGAimPEaIza3kWePkG0WKS/YCMTyG8leEfGViMHEaHnkJZ94rJDd9Un9QXRa2ep/No27B2iTi9htYZ4txvgGXlzeu0W9mwdZdtYBy1y+yFxLUAWV9BC4F1cJ7g0hELe+HajFH3QgOkaslJicKxE7sk/nkasHJBjSdkaAS6d7RJWKcZfC8hvT6Czz5vDcuu+hM4ZizNrvimGlF3qH9pFZ+a7scYZ42mPYV1iDzXV5zskuSLtc2ANJcoH5RoPrxxaaE+RlDNEIpiZb1M4NmarVcYF4tgGP2O0rBkfMwDUvzzzJO8Mh9x+52f52M3HsSIHdeYcTl8xmrbonDVdYXsjYJCGUEuJlhKKU336t8ooCzJXYsWK2uX0jt+8P2/xzN//V7zub3w/Tj+j3B5idUfooxbECXbgsv0GI/kfnokRtsK9FZr4YOmx+sZ1BonLwe053F6Vw/sFemEMuMz/pkv+aoujh2t031Nj+YNGrXL4TefoL4LXskgfWCYqSsofuALVMvbrjvhid4XgYwVmP7LHC69i3spDi6WPDLj9rhxRSdBbDUgCgVf3KI1j1O4+J/6lkTarnI9Y34HZacNDUYr+2++mt2zRPZkRzHWJGyGkArSJZrNis5lXDgyOp1iFBEsquks5ZGqK3H5L01sRZJ59RzmXFCG3b05sIjGJSc7AMASSUJC8/m4yV06UetpE3x0W4PQi195jooqP/50vzd3ekoU31WOsTbHvmyrP8DM7b6X37BS1Wxp7bOJaB3MuO28UrJzfZuPiPMEORFXwD6F8zSQ79C9Ms/dagSrFtIYWp7dXDIgXQ4WXqWY0DWkxm9DwBdo2nXc7l5IvDQichBPFJnujAoPEhXKP3rSHDRwr9Pilk7/BWGvecfAjlG8oSs8fwGyd8YU54qKFM1T4uyOmPrphOBtLs2gh6C27+C2L/LqHTlIjL1cK2l2cTKGqeYK1DuEzLZibQQqBDlzKT26D77H35vokxUQQzSeUykOGgUfrlE38uh4/de/v8nvn7ufFX7nA3BMN1PU1Dt5zitM//EXk8RVu/uVpxjWX2R+dIT9uMP3tB1z9x3eRX+4SP5/DHuWoXM2wmn3mP+2z/4hN+2HN0s+WX+WKC0nXpdcOcKdBpDbTX9A4QwNEZCnP7E+n/PTCt3Dq9y8hSgWK10ccfOMZ7KFh7fQWJfp8H5kJ5msd4tRm/7BoIgWbNq29OpkH5BTWwpC8HyOlptMr34m5zO1oji6A05UcNgrki2OQEE+ZPVd95YjGtRr2GDqrLof3njZF//YE9KkhcwS57ZFpWK0s/YnrtKoVhicqtI/bvOvup3i/czf+xYDCpmkeud0UFBze69E/LpCRw+mfvA7lEslMgfE3PkrwO19AlX02vzllYfaQubDHA+V1fvHKYwRewqCZY+6zGSKxyQLL7A1caJ80dmCZagZzNpnr4/TNPj1oZGhbED12xkBrp+dJQmPvmP+lS/TfdIaDBx3QUP9iRuGzN0EIBo8eI/UlQink1gHulQHJI+dIioZxlD5cwz+sETQzE209UnitiMZ9eWY+tkdUC/FbiSlCXTLg2dGUoL+icXrm58t7O4RuynDskl0vkJZS3hakvG31E/zCx2f455ffgveBPNqCspxi9zGX2uv2+LmT7+el8RK/vvYgK7Ujvu++32H8dQ5HWZ6PHp7j0tl7yJoe3338U5StEU9/6hxu+1VP3b8Yf07GV3YxQQjSN91HVDEQnbRgXlByECHijNH5IpXnjxCtHk61iJYS3e6glUJWyozPzxNVjOzJbUvc1hi5OI93bRdqVbLmkYl3nCowmvEZTtsUthITUzQcGQ8/oKcmMKREoaMIlaTI/gDV6yM918iXbBvlWrjtGL1koywYVy06x21mnkzh2s3JRZliwkfUb/I2+V7AHMgSZSqzQsNgzsFfz6GtCW07r2EscdsWud0Y5xMvcPrpaQb3L9Kfy5HkIdw3cWxYAnu3jTo4RMcJ7gefwXntPahmC5WkWPkc6VEL25+8mB3HfP5xhI5idGI6xaJcQrgOyXyZNOegbVPRdTspo2mXNBD4v/sc+fBhtCPIXToE2yZdNeoMq28Of3JuhqPH55CJpvzsIQdvnOHUu27wrTNPEWuL/7D7KJdfWsZrSgZf3WPpp22SokMaCsKGqbi/4tPUAk6f2KU9CuiOfJL9golDOz1D426XUR1WPijI9vZxVuqU5sYoJUFbyOka+Q1BuK/QWWbufRjSe9t5BnMWueJdFF84IDwwP6+/IDnzv+0ZYM78DK92RGXJyiOb3Lg1i3Ik44pgcKxIeGOd7MEzdI77hPspwVM3kPeeh84ADhuo0EVdu4X0PUS7S3J63hzCEo2slKFpJLB4HnKuSrJUJSk6tI+ZDoVamkHc3EJKA3Sk3TXgn1fIyEctE79ZN150q5A39GOlsZYXzFzo9dFpQuH5PXTOQ0tp5NuT8ck//JE7cxcpzbOZk/RGHrbAqBiWFtA5H7HfxD6QEPhEZ+dIQ0nhyXV4dAWRatTcNIePlalcMXJbVQyQbYW4uUXxuiJ+6DSq38fq5GE0RvYHuJ0Qsgx330c7FlnBxx45dFccxjVzSExLZgOUlAUykojEdGCFhs4Jj/oG5F/cRzeabH/vPcx/zKwjvUeXyVyB21eE7T6D+xYINvvIKKFzrsq4aij2mfslP3S95ZBW6jhDxWjKRaYaK9HY/RSRSPpzLjICbWksN0MKzU6nRHjbYTyT4+BBh+899wS/t3M36tQyVqOLOz1C/+4UnLERV25jjQThXkzv7mnyH73E4scUbyhd40OXzxNuWkRvuoe4IKFUYPNbUr7nye/GysPaO3345Kubu0F1zD2VHVqdpUl3UuN85FnUPWepfPwWWaOJmHi1ZT5nIimVNhJkz0MHDtY4m3SJzCEqCxycoyFpOSTL2QzmXJKcsT2E+6YLKvI5ozobp5Ck6OYRYraOyOewJ/57mc9BktJbsrCHFlZkUjsoFhCzU0RTOdwXbiF8H1Eukq1tYq2aTe0H9t/3pXkLuG0j8TzKQiC906FzOyZBxhmYQ5NybNxiTHl+yO6bpo3XOsbYiQ6baCnYeX1AmpvExg0EpaKHFSu0kOZQOYKxZWxDIhMQS7T8ktYxtBNmSj0yJVFaEKU2tlTk3IiyN2YzrkI45Dsrn+e3T792opYAN7DI7WWMpi2UbQ6vAJX7W3zNwmX6mcf7Lz9K0FQEWz20lLham9QA32XzHeaw6jcSZGIiHEXHxJxpZRKMhscSRCa498QmRWfMp9NThKURU4UBr6nd5vqgzsv2HOOqpHDuiJVSi5eePUbh09fRaUpUnkJkYG036XzVGZqPx1gNh/GUiSmWqSZrt2l90zmmcls884HzTG+njFerrwpkJzLN3mM585xFwvj6b4wN6E8KY00ZjY0a4cotxFQVvb1HNhgi7zvL0XmLuKhxZ0aMeh64ZnMvBhL/yBQkk7JChRleMSIMYtrN/B2In5YYafXE0uL1FDBRoDgwrgpA4x0ZpokVmQOUsiVxycIam+2aNVbowMXqjgBzf/7ofsHtaRKhiTHFhLvcITv9Ik7XJDhkriCqOIymJNrOOBqGzJ3fZz+eIfM17m0TIZx1uoZ5UMrIXXGxhyayTne6xkoljarRHgqyUKA80/UmEwhb4fkx909vU3ZGZFrQjgPK7piCMyab0C1XgiOGWvN8NEt075A2IW6vRvuEATYv/KcNw01qNMmyDHn+FDtvqTKcNXNZ2TZhp4ucm6F/n1GH5F/Ygyiiee88tV97HrEwZ951cQyhB75HVgpIA6M+0jYIqem2QpwMBvOa/+n8p3hPrsdRep3PL1yArX2u/tMHCBc6DLfvm6xZmnhasZxvkf6vs/TeUuXnv/7neGm8xD/feTv2bYvCSwdEy1UQgpmnM7p7Lt7RqwOHAihfc2F1h5d7K/hNibejyK33EOPU2ATTlMrRCDE7TVrJIZ+9jB1plAWNuyVJOSNnZ9yzsMPtjmFQ2V6Ge2Tm43BBoUsJpeqAk9Umrky5eDCH9hU6tUhDTXiQMq4Z9ap1PiZTAvwMIgu8jIODEuGBWbfUROSa5GGwIJh68ZVYQkiKLsldCwRX9v7kM+r7ZI4gzcHduS1uLExzZXuV/DbGXjlMGdd9+scUzuyQhWqbze86jTOA4lpC8LtPY911Bvv6LtVaga+bv8gDwRqf6Z8h6nrEjoM8crE7LeTYIS24pIFjYmMzU8wV2qhtogpk7gRGqg1oMclj/s4EWGpFmuzcCvlPXGVYP8/0Fztw+RYszNG9t864YoqLxauKtHHE8N0PU/zkDezVOTrHiigbhvPQX7bQEgprFjLV1H/9Empl3nA2hhkyVkjHIrW5I8ePKpAtjvk7557guf4y++MiL93MY4WmDXkz7fOR5ldhSUXr9WOsbR+35zCez5jN9bjXbfPjV95Nc6vMp77+V/HE5KZxxE9/4B2sfCChdUbyi+Fr+dXNN1HYg9Zj//8bDSk0d5Lw/szHfyuf41WMr+hiQpq3aZ02fvpxVVC6qZGtAdnWDuO332/kba2eoWB3+iY+rFREKGVyuJWRMLkdBysClCJaLOM+1zQe31qNrJJHuYY27LeVoe8PhqgsM1IkIVCejbAEVmeEyjKk65IeHGKVyyYv2zUFBfdwiFCK8MAnf7tH60KRcF8hb2wh5mYBWPsrP3zn+l7ZIKhuH3uQ4AxsokiQ5AXaM7Tiwarx0GoBWU6hJhnh2VyN3JUGMq6iXInMNJlvYz/5Mgq+lJAQx4huRBbHCCkQrot0ojsFEJLkTiazNUltkLUKarqE8h16KwGDWUEWgN2HoGlhjwx3QgYB4Y0mWTmHDlySpQoH9/smUnIrMN6x7pj+gvH+KqdO+g1H/PaJjwDwHetv5PLFJWa+IFC2pnnKJsnZjMuTXPTIbIyEMr7PcEdyo1LHz8VUciP2VkKiskWat8FJkUOzudJKc+27Xf79Xf+WH7vxTchrLTpvPUt/VREcCuxjy4xOTRNc3GbnGxPee/cX+J0/eBynX6OwPmY44zH9XMTg3DR+JU/zvoK5YVe+/LkrXEVjkMMaWGiBgZjtDkkfOUvjHh9rBG43MV3umxuk/T7ygQvI7sgQrqMIpETGk5i8foQej++QvrPj82gpSEOb1Jd4HY091ohRgigViOdLuNttw0kIQ2h30Gl6x96i17ewFueNRP++M4jnr8JgSHp8DvvGNjKfR7c7ZOtd82+Ate/4f/+J68yaLdwujMeCUdcnDEBWyoxOTuG2I6xyEZKU8bk5eosOcVHQnz9O/ZeeQ1bKpMt1at+ywc2daU7/1RFp0cPONNKxSa/ewLuyjT57AhptdBQh7NBEswJYiXk+bSNf9DqK0bREW0AioZBSqvYZjjySvovs2rhtQdDMUMUAcWMTsTjHzFND0pLP0WNVMt8cFN2+Qg+H9Odtws/soJdmGcwaS0HlmQhtC7yNtjmUtTtk9x4nCQwZ3xko8lvx5N5JZOKiHPAPLcaBTXsY0G3kCAU0LziM5jL+w+2HaG+WmF8V9F9X4MT0GsNNj8FKAbF0N/FyRJK3KXzqBut//W6+rfSbjJVD8Ys+Xlvjb3fxDm0O3zTH7B+YTlX/7gjHT//EPftyxhPbp6hei3APerC1j3rwArI/hnIR0esbr/4kXcNAEg+RxbyJq+yOyHKu8ekngAC7F6FtydGFHJnHBE5r/lymE1iW0iaSdwKZFfkcdHtg2+gsM/GivgeBT/l6gj3KDLxUSuLFCsqVjGs27tw02dXbWHXDNvjAtf/Pnev6o4eyoKkZTwleGi/xtuA2KMhiC7evCQ6N+kM5FtRtkoFDRwbED0TY+y5eQ0CvT/TGuwhvHqEfniEpKII9E8E1nPUY1SROB4prGntkyOhJXpB5ZlOLAO0pWr2QE+UGM0GPVhyitOBU/oBR5tJNfRyZsRZN895bZ7l8UEdbmuG8+ffey4LMFaZgMTS/tAWunfKa/HUcMj7cfJTyyx1jB7IkyjXRcE4v5dY7/zXPx2O8nY7x0B4ckR4cYten7xSMnIZDWshYDlvYMuPeE5ucKhwSyJhP7J9i7cYs8weKYV1yYWqPi4ezlK6Ywtbgrjq9Y5pwS6ALOXbeorn35CY3Xz6B05+ozBKNvbJEGggO3r9EMIbmeZvRhTF85Mufs9qW9O6Jmf2oQ/liC7HXQM1Nk04X4ckXsAoF87w2jlDRGBpHyHwO+cAKhw8WTedWgm1l6EDgewn99SJ+U5C5EJdB2xoRSeKWT7IbIgA5kSUHDY3fykhzNl5XEe5EeL5FVLFJcgIrAb8hqF7NkKnGbcX0l32CK3sEcYKerpCUfZRjMTxeBuDmD/3Qn7hOK4YksWhnAZBRkj7NXg4//lIxoz9vkU0KV92NEt18ilwco8c2fgtknE3eHxbSi/GbZt7EFZfcwhxR2djEnF6K13bRtiSyNNga4Su8fMRMsUeU2eBApGzGmc1qrsnduS1K1pCtuEaG4J3PfD/DjQIyMbaaxt0OxTVF6aktVMXs1/TSNJlnoVNN75ji8Ueu8NkvnqV2CRrf+ZBhMkwnMLBYVjPkvnCb1tvGTH+4gvYd86xOFUiKLjLKUJ7Z02lprKNaCYSAZCFCOorf272H/7R9HwcfX2Dx2YSjd53n2Lltyt6Y7XKR/oLAWunjOxmfunWS/EmHzgMx09aA9116A6UrFrldhdraxQ1cvNtj1M4uuSBg8Kazr2KlnQypudGYovKyZPYPN0gXaqRFH2fcN4WvhVl0PiC7cRsrDBm9xUQPm4SYDGxNJTdkyh0wNT3g6cNlst0ANIzrGm9hgGUpquGQ0IppRDkc+0uAU6cnDJh27BiIdibR2kAQta0QAorPuybWtpeZQiAmJSDNQX9B4rU0bk/fKSB/4PY/u/P/v7LmqnYHK1KGDYXm0eoaL+eXEUpCpommPJKcYQTERz7F2YiNB0Yk1wNmfv0G3fc8QpITlK8HtK4G7M2W+Ex2hufbizCyUKkkvy8QR12sfIh2LZyBhfDlHbtRkhN3DnNJcWIrwBT8Mh/yWxq/rcjf7CIOW6hOF44tEh5mxs54fIn9x6forYJyNG7X7D/s6RqNey2Cw2XEZ15g+J7HyFZG6KaH05bkdsAdGHtm1m4jziybYqIrTRpOphFaYA8h2DUFlzS2+PjROfaHeaLMJpuLsCzFsT/8XoJNBxmBeqiHVuZeDOuCdzz8PN9SfYp/0Xycxm4J4ak7hYT/V+Ms1wd1jr0/Yvc1PlFVc+4n9tBhQPORGpb36qC3fzH+/Iyv6GICr1C0MZnfzn4PfBd57gSZK6hcHaIOG6ar6rpga3NILhZQnoNzNMIKXIJDkyiQlAOTZWxZWOdOQ7uLdi20JQzboB2ThraplA+HSAApzUHOljCOkMuLqO1dk31czKMrRbNp3m8htvbBdchduo6cmyVf8emuuKbIkSRGBfBHxp0FNhrj3D7AWVzG6RuablY0kUvK0eAqnD3XZM+3R4aK71qMTtSM2uLaJqKYp/vwIuGD5xBPX4JiwQAqLQsRpwjLMrE1cWyKCK/YHLQ2XkPLAinN4dP3DERucqCXmWBYMUApgSA4NJnkMp9Dbe4gGz6qP8B68BzFDUX7hKR5XtJb8Fn69X28ozLVKyM2/0bK++76DZ6Px7z3c3+VY++DM194Drm0QDJXonmfj9seoTzjdYNJMgSmw2mPQPccoqbHnpPDGkvS2RivEMHLBYIDiMoO2Tc/wn1nb3M1nmPr9jTe35wjOhYRXPNweymb757HHoM9nEFFFiV7RFzNiCoWnWOOAUrVPEQK/t6XAJSvZsi+ZPRClXwDiusZXishCx16y57Je95MkM9cMc1QrYwFZHOftHGEPVWFqSpEMfZBF+06sHsAaYos5lHzddNBsiQyVdhDyFwL/zBCHDTR89PY/YkP2LZBZbA8Z/gQjY7hWBxbRAMq75PmHcbvegCvlWKNU0P9rVVJD5tmXvyfDJ0mhIcp/WUb0TUFMLVYZzRlo1yBnXfwru4xmrJJCuaejuow+Jp7KHz6BvKFa/h2kXJ5SO+rL1D48MtwfAmV84w3sj9Az1YR0tDdhe8ZOKXW6JxvujZKY0UKy5M4A0gwVWiVCDw7w8qNSf2Y7riINbawhwrlOWSPnCZzJcFnriBcl5mtPAdvWTAdAUcghDSe92oZPVmDpl4c0V/2sUea3cdm8I/AGs9Re76DNUpx+i72MEVG6QSCaQ7zac5sahlLursFZCzvwPmssaRzu4wVCborgv6xDNEt4szaTH9kgxs/sEKQH3J01qNz/Axzb9nk461zPLW9zOhCSv66jX+sTOMuYyuY/ugmpVKe1l6F8QRu+mrG6MjH+7UK3tYBunkEWYZ1e8dsgDwPOVUF2yZb38RaXYZ2F+F7iEIeesZrqxfKOANtuq+2QDsWUdVD26ZTqLX5Tl4BX1mRRvV6WNUKenvPpCQAajjEXl40xd+VJbLpMiqwjbWkM0C32oxed4bUEyZ7PoW0mkMC2UHDxCX+kfHHlAldhdAWz3WXeT53GbTAv+kiMoU1iFGeTVo2xVPZcohjSX25RXtzmtyeJj6zwO7jLvVgimO/ssPt75g33VQHxhVDKS9sQGEzxu7FRKUC9hCGMwI1iTzTqSBLJNuDEkv5NmrS0a04A+7LbfB0/xif3DnJ0X4Ru2GTBZrgVJdiEHF4cZrBAjTvg9wGVK6l5K4fMV4q0xz5vD2IuZn2ye1r4lrI2vcq5qeP2DksUyiMUE8Yldx7f+tvcsprI/ojE3dWq6EWps19dCxTqOhafODGOVQmWZlpsjsucqtTo/nFGfJt6C3CaBa6sY/8wyqFrZTDN83RvFejiwlsuey/cYpz59YYZzbahu6qRX5LUXh2m3S+xvT//iRCCuTZE/TOVPBb/qvynssoZfk/ScJPXCTrDwxvQ4KMEnBd8y4MA3SpgBgMkSVTJD66q3AnulFbYFuKqUIHiSbqlLEi6C9P3gGZQMamS28M0JO9yVDjtzPsQcrUCylOa4QYRjCOsI7X6S/7WEea4CAxhylHMpz1iAqS8akZnF6MmMQni2wCPLbFf/Y6rUiTDlwsoVAoJJJ4PyDQ4LdN4kfnhIOWEG5KtAPDUyAthTiy6c8L0DlyL0jyn7iKePwcQpmCnrIF8fE6MjHydXuY4naNUlBbFklBISb2jkHssSOKjDOHfuqy1ytwotCglwVM2z32kyIvd+ZIXywR9mE0p4mXYtSBQ+2yMmqmF69gLy+QVQJkoohqHv/dmz7DonvEs3vnKXz4Jbb/l/PMfE6iLQe3pwg/cZn07hPI24HZ70lJNJMzvJmyhdsRRqE5mtzPMdC0EZkgqWSoIaxtL+J2BH4L+gs2zfs0h7tTuDd9wpx5huOWT5pLCHIxnQspX33hEu956vuxn8kz+5kOWkpkMY8Gbn/XAv7hApVrMbmb7Vcxa82wO5Lpfx9SeHnfgLcLIZaU5r3/R1KCrPo0erpC55hD5hlLHxJkLuGuyi7d1KfsDDnqhTgdyWhG4670KedGCKFxrYyDsUn46XRDozLJTKOofcK/83mSvRC3JWE2xepbTL0A1eeOQClEo417fI7m3TmE1uS2jU3iTxt/dM0V0hyctQ1j7TDjdBCJwBkonH5C91hAXBR4DeDI5sreCQqHMPNkl+SuVWSmiUuSpOAw+znNx4+fRkrFYrEDtoGjhvva7LcbLWTOQyjXqFt9OeG/mBQbGZvvTgtjo9WWYYSYXxq29oza9qEzjKdcis/u3UkGqlwfEzQdtt+ZwYkxe+0yc7+8TVxWxGWH3HSNx7/qIp5MufmzZ0AIZJwRVz2y0EEIiRzG2EPHRL1n5vkSmUY5kwbaAPSOw9O9U2S5zIDNRxI5ElR2TREkqkByO487FojU7K0OxwX+xfbbuHJQR3oZpfKQl+IRP772bupBjy9srRDc7TM4nlB+0TGg1xvbFNfy8KGAW3/qnfwKH/8tARi/AsdXdjFBTmj91xPcTmJkbL6HSDKKX9hEHbVM9ySOyfb2saoV8MzmWfaGRiqYZNhj34BYZhzyoxSdpqicB0VzKFO2RGhtCgZCoBpNrFIJOj1Uf4CKDG248Y3nKV8fYYtJhnYxB7a8k8uuhkPoa6xyGd3p4hyVqAxTmGQxf+DW//qnXqoejbBH2tCRBwbgZbp1gDALh0xe+csKe/0Aq2I2Q8JzUfsN9h5bIit6nL0UGsXBODKy4E4PmQuNSqGQRzeakKSGmDwcIl3XdP/GkTmsMYHdORbBQYS2PPqroDxT1bXGgqhkIR89jn84Rm4cQK+HtdWgeDuh+EyILoaIwxa9R1eIKuDsdfn205dYsnt8/S/8MCf+0RfY+pFHGX7zA+TXJUu/fIPTP19FX71FvlSk88aTBkYzefhlonF6Gqdj4TXBP5KkoWA4chHplyA+/XmLUR2a+zO88OK7KF63SPLg3faY+1yEPUzoruQpraU4Gw3cYpXfXLufwjULp5+S+oLcboL39A3EVJWsljcdq1c7dWOoXDVeQqdvcrFlangQhbUE63MXEb5H1u8jLIv0oAFame5ZrWK6hHsNA8hMUhOLKgWyNkOWc4nLrsmKHilkovGPMtyNI/N89EaI0Qgdme5qdm6VuOIS3m6jOz1znwu5O5/V+tgzFC+cRgwiwxqZqqHaXexqBTyXD2z9zP/5tWbmhSxSgT2AuOKjHBhVLQINbilHfnOMPfYYV8wzNpi1yPUHiNOrvHCpyLGTewzyVbJ+H0sptOMgwwAKebLARVSLSMcU+siHECVkOQ/lWaayP9kQOL1JAfKVOLbMInASil5KNx+SuRbdVQdlO3gdjdfOQErSZhPZ6zH1fIFxPTCS8HqNzpmM2c/mkc0e1ctDxlMeZ//HlxlnDu8obvGvn30d/+ix3+FXHjoP/QHh/Cy6ZmxRWegaeWVqPo+2QUaSLJ8hX8ldhztdEpEJxtNAmNG7USGsCppftUwWKtKtPHolwypHrB3U2JBVhNAEm/bEJiAIGjD1TNvYlEYx+Y0xTt991XPXHihKV/vQ6aK6k+JAv4+wHdR9p0kCC+/5NaNe8R2YNbJaDlsGTjkcYg1msWJ3wrQQpHnnDpQNzZ1nyuuY+RuudxHlsim4ZhnSsgxQ8q4zjOcKeJ0eutNDFkID1p0MUSoQ3jhChS4iycjyPlnORjxyAYAPf+bv/qnX2Z+3yHxNP/H4UP8uEBptmThfkSrwBW47BlxkYsPAItOCuJbdSa0orGvivCS9vYHXnCcNDaRO6FcOMib+0OqMCA9CE93mCNKcQDkC5WjSsc1+p0Cc2igtkEKzGVQ56e0z53awpcIKE+TxiFPTDUI74YWteZOOUdaQT1Gey7hqYS+WODrn8sEHfhrIs5kWYGLtufHm9/2x639T8C6+5dZbcFuC5gNlyldcxIYF+ZDxbO5OZxcxOZBdzqEsuN2a43ZYR6cS29MTtQVkgeLmB49TbiiULRjOCKyhgJHLcEHjNwTNYQ5LKvonE4JNhzQQHL5liaknmyYpRpvDdLg7Jtx5lRM3VeS+uIE+tojd7KAOG/DyDVQcI8MQPRzSfdtZtAXFWxuQN4o6hFF0iMwwDarhkOlgwK1OFeRkrkqNsjXaU5BZWENpcus1+EcKZ6jwGmOUI4mqLnZbwP4h6twqScmQ/60YRtMO+S2jrMqvDyhcjRF7TXSamgjgQo40NOvHJ//gR/6zl+kMzYIxa/VJtIsnJG7LMtaKxhir2cc9O0sWQOm2IvME/qGLHTl4HUXudheUQgGqP8BvTCTgaKyxYjxtkglkqkEIwv2UzDWHV3sgiXM2Yw1JYjNObLpjn0RZ9Ac+o8xhrG1CEWGhSLWJtktDk6QjJu8JkWp0pYCdZajdfVzHQe8fsv937uZv1p7mt3onqFxTRI+d4fS/GxnFQaKIyg4733M3XkeT3wSkRN9YJ1u5iyQ0sd+vfD/2WJP5Ar9hEom0pYlKRvU4WJ18pgFEFYHdFxRfmLy3piGqKdx9G+XaDOYkdjmiGedIdkIqmxq5uQ/KWEXGjx6n/myK050UkY66r3LiGhBrXJCMjlfxPRs298g6nTt7M7k4S3prHXtmyiiM7IkkXxm1DMAoc3FkxoLXRkhNUtDYSwNqhQG+nRBlNnu9AnFijgXZyEaOJDIR2BNYqDOE4m1N8YmY7opHF1OgtkeK7tkyxUtH9B87RviRl5jZr6M9l3i+wGjKQSZmvjzxoR/90y/UtuktmVQjpQUvDpaxB5LMNfcsDYz1TXnmefSbGHXvYRu3ZSPjEvbAcJCcfsbgdokslxE4JpJUxoJw31h1Va+H3BTo+eNmDz0ByWoLs3eK/g/23jvesuus7/6utXY7/fbpM2qjLjdJxl22hMrASxJCHAKBkJCEBPImwQRTTGjGBlcJ8gZISCABEhLihASSMJK7jbstS7IsySojTW+331N3WWu9fzz7njujGZURmpk70vl9Pvcz9545Ze2911n7Wc/ze36/tZhaOWmJKRLoblQMJgPC9sWE9+0hevQQ4ewY9uBhdBILO26sRqVwTP1FhawZUZ0VAdp4ThP/7y8x/4Ov559O/x7/7//6YXZ+9X4A9NbNmKW+rBvXXo5/Yh9xewY3UcclIXnD4AJFUZGERjCAZBG80lLoK1sfVt2BUOJ4Nv6oo6iIlbntwv2fvZxoCWwddNWzODDcOX0b3TziqXyS6zYd4d6rLqH5SEjQh+M31MnfcgXpRLnOjzDCaXBBJxOCrmXm00eE1jxIpWquNL4Wo+pVdFFu1CuxiAcuLOHmF1CVBBXHqNKKJeq0hGZvwCUGf93FuNBIRbOfEx0blD26i4TWSgIrz/GXbMHWY9LxkGi5YOzRHrqf46ox1GPSmRpmYPnEp36WW/Xb0dUqKgokWdEf4O97WG4G42PPeaxKaeoPz1FfWpaAOgzQl80w/nDM0huc0KUWKyxeWWV67wS+20MFht5VG4mrEabZYOd/nJd+V6XwzRpu+7U47wn3zqIadVSe43t9jvzoDWz5T49KIqHZwA9SXKeDtxYNYpG43CPfNk7WClAWNnwRTOZQ1qMcVI700PNt0kun6L92B9W9Iszouz1UmKOygv51W6ke7lH780fxUcT/+eBb+cj3vFp60972asaecCirqR73dF53MUWiaO2vgPO0PvOE9Plv34StindvxSjsfiPuFEnpIbwkbPcigeUrLfGsYeobjuRTAVnL05uG1l5L/YGjuOOzzH/vKxl/NKOyZ55iyyQ/eNWX+djPvwWvLOmYIRh4ioqGGy+TTUC/YOqri6h+9qzX7+nQuaMyW9CbCehslv7QYOBp7k2Jjqzgr7wEV4txlYCsFcr5fOyAMEeOzgqTYGoCNb8owcRYE7ttA0WoMcs9avMdscrzHtod7Nw8hfMiUjfZwKsmZp8ogAcHZgkOIFWFTTNgFChFPlFFf/Y+gp2XQrsH3b4EtUGAnp7Ebp7AJs+9hER//jU2BDcS9CzhYop68HEqt76C468J6M0EoMaofWEP4bEx9BWTTP/FPDiH37kDlVuu/I0lXK3FuFtBX3EZ3YtbFLFGb74E5STI0nlCZa5B/M0DUFh612wA68laRjZ/FhGBchD2FKAJ37TEpePzPHBwM0UvZGKmzULfoIsAFHS2KlpPBETXXYz5ysMQBKjH9lF5tKwMXnEREw8YjvyCZcuP9Olu2USRKP7i89ew6fOOla/Xqf+NmD/6iVehItAVi1tYxB0+KtaVF28Ha9nw+ZwDuybIWiIGhtbovlBuVisijSc1E4/k5DVNe1tE1oJsHPKmorZXsfnf3icU7VddQW9zVcRgOxnu4S9jdmyDMKAyWccbg9swjurnRPvmMIPnXnueDhdplq+ooy+7FGeE4q2tCF2KuruCa6+QNoUCZr4+IFzo4zZNoxdX0N5jA02yIMJSg3HNYCIiWXQ09+UEPYsqrU9VIf96rSWR6ZwwHJQW3Y+VLsnCigh6hiEcmxdx2LE6xd596EoFe/0V4jgzyNFxSHeiQnfDc2cAp3/rC+TvfAN7/vRSHpq5BB17snFHN9WEl7eozGVkLaFQb/qCfJfz/VPE46LInzUrNA44XAh73/s6/CVdTOCwhSYdhJi5UJTOJxO8Stj0xQ5QIWsZtBU7uKLu0V2DnW1wPK6DB1dxfLJb4eqrD3NVcogfv2yBf7XnZnpZSD8PCZRj8+QyS5UM6zRj1T5qi2ehU+X4coW40eYfPfk9/OnOe3hr4jn+tpxLf99x5e/+KG+87RtcXjvGnt4M+/fMcOzoZqYfsuJ+0stw11+Ff+hJXLiJvCYJk7HHPL0NQrvNNhSyyepKT73bmJItRIRtzcznwGSWgzcr4nmhmTefgskHu6xcUqVIIPs/02RjsPlJRxHLOu4NzL1ukrw2hQshXvJMPNShu632XJfwZHiPnZ1HtzuiobHzIvLJGnkrRBWe/nSAST3JXIG6bDv2W3swO7ZRPVrQ3RRQParobFO0s5haWK73V3ToLiSoVDbsyhnCttgTm9QTdkTwMDncgYefRGUZ9Y0zos0wM4UeFCRH+lQOWtqXNWk+vIB96DE0oC+5CH98TtxLWk1IYnoXj4lP/bMg+r9fYfLHLudfz76NLx/bweb6CvF1S6iDY7jIYICtf7Kfo9+5HeU8ldmCqCIblXghE7ZJt8C+4VrSiQiTQXeDIm/B8s6QsAN4KCqalR0V6oc89aMFujD0pxWqCMm2elxhyI9XiOfL8VY9n1q4hkcu2cgXqpfyA5u+xC3Nh3hwZhsfOfgaji02UcqTbVSk44ZoPkRPj6Omx8nGK3RvnKFyHG74k3dw2bUHOfZtClszVA/Umbk3p0gMvWmDTWBxM1z2nxZw8wt456n+xWOwfRPH3jhOdyagdqwY2vVVjxV0toQsXe6ZeNjT3q5wYwW2ptBFyMy9YhU5mND0pyAb99T3aeqHHY2nerjIsHRZlb16J/56y8TX5uTeGxjMxBiVT34TQBiozgnr8wwRDKTdZ+nSEC6dBCbJ61CZ9dSOFtLC9eaNuFJ3xaQiWN2fEdYQ9ZzjgzpvmtzDgcEEr9l8kIXJKpG2DGxAL484Ot/CZhqckraPXFM7pGgccDQfXYbcQmiwtQibBCSLlupXRCss7BR0tyTYhx6j+6Y3UK/XsPsOoCsVgsdTWkmMGmvRv2bzKcd2YmuZataJ2p7GU5o77/5/QHtqc7B4pSZaDpn8Zo+Db6tSVL0IFhtNkWjS1nbCniNqO4K+ZTARcvwGhdceFTkW2qItohxkLQOvuxTTs5hP3Uu8sJWDN1eFYTUoEwhOEohoKfwoL0UIFUFRh96YY/kaQ+tV17Dxc23UNx5FGYOKY9z+g5jeJEZrJr++iE/F/lE1G4w94Vj6odfT2ap4oL+dTV/w6EZdxOSTEBeHPPEDNXb+YUdE3NMUtecgwfQkZlzaSb2BomwFbByw9CcNqRhJYRNJPOkUGgfFRtMFinjZMvbNDkvXtZj6Rk7QyfGB4vEfCvk7r/0iF8ezvG//7di9NQ4oMEgyKpO8JTqH5pOlg9YII5wGF3QyAevAOopDh8Wr9cqLUblFDaRXmmYD8gLV60ulvZLA0rI4EigtPdb1GjaUNobAekwnR6c5RSshPLgIWSa96P0TUnJKo1tNOLaIPlQQAlmp6K+8xyuFrcdCZ+4Ljflj7iMnDf226PsJZqZxS8u4xSXuGfznUw7vxEXW9fvorIq9eNPQ3763IaIy51jMNb4vAluVBYfdMo05uoCbbIoVT6lijC2rti3xvHdRKbS0ZRKz0AWjOfB3LyOvIc/bvgEWu6jCYiYncJ2u9OpHET4OUF42VUHqsJEm7FiyhiGvaVxYozHfJlxKsZGmGEuISk9oe/QYHNPE+0P0zLSIXc7OM/mp/ey5YgeX/t4BqZ5esRGvQ7xRLF1sqCx4XKeDrlZl8e31IBClXG8Ciooi7Hl604q8Cc0nPa29ls7GABdA81FDa68lWsoJ5zrga0TLBfozX4edlzL/va+kdtxS2b/Mwus2Mvsa6P7KTegThNBcoPiL//XOk67Trkt+8oynrrKO5OAy4UqF4zfUaBy0BD2Hzhw+EE6gWeqBrVCb76GOzlEsS0XDRBFqpYc7dhwP6GYDt7iEnplALab4xSXcIBWv4ihCJTFmalJ62JMYlRW4B7+Fe+XV6MPHZUBle0t/u9w94vkBQTfnnqfNW4Bdl69VFj7x6Xc957G6t7wK07ckT87jF5ew119JkWjMQDah/QlDNcsgMAzGDfFUHfPNJ2XzGIZCje8P0JfuIJ9pUMRaGAwaUVsWQXVU7qBWZeVVG8irCheAixSDcdnU1g9ZbEX6wQfTnkG7wvYtCxybqHNwboaFA2PovoipFRWpOLoQwv1z+HpNaLfttiTVogg9t0zaatLb28It7qF6JCX8xlNM/NcButWguHQzM/elFAuLAOhKggoClM7Qterw/PR2NAm7oqSuHOBFgM1WoHZQ7OFM3+KNUPXjZVljmvstUdsSfuoBVK3Kyq1XkdcUk/eKWCRKCVvg0FH0RVv52NOq8Luufhe6+wIElcqvw9KlskloHPCi3h8p0roEsvGKp4gRi7DlAaor1no4D8ZguinZmIhRhl2PyTxBzxLN9VBWFLRRCpXm+ChA91Kxjt20UdqzQKjpqqR66xM2WP0Bqj84Zc3dtfOn4MHHaDwICz99A9/65Xeccmgnrrnz//ANhD0JqOI5GU/Yld7Z2qG+CKeO6bIyvyrIWLantKWNYaGmSzaDx/VCTDMlDC02N9JP2xbKarzisZWAtCW9u85A3vT4yKOy0imgIxt2HyiMcfzF4uVMT7f59NKVHF9oUKulhMYSaEcrGtBJY5KwYGt9mblBlYl6jzwPiMOCbbVFvpV3uTKs0fxGRH/GUTsM9/3BK/jcFpmHF38mQ2cDvFaEK6n0Gec5LsuEFacUXiGJWw+DTQUUqrQuUySz0I1K9kkA89eKanpzjyQE4mVHbc8SK1eO094mm6DaIelJXn1Pk3mKiuJrv3uyNsBtr3v3kO5/JjCTpQd8GNLf3sKFiqxpsKEIFza/tYhKC+j1xR2gKEBJEC1VUc1UtcvABoTakXUjcFJxTOaknUE5CHqeaKXApI6gk6GPL2Gt9BsXR48TbBaNJJcE4EAvdml9I4O8OGXeAuza/uPQ7QGT/MX/fPb7jbrhOqzLueexq7GpYWm5hvewYcmJFkISQhzQfConme1jq8JyzOoB3c0xJovQeZW0ZciriiKRTcoqC7KoSJI+6ENmoH4gJWuVbWs9aU/SyyF+MsV05PuhMzCZwtbh6P4JjlWaPDk5zeZgkSd6G3jFxGE+1a4x6EW07g/RucOHGu80KpP2uvpBT9QJUS7g8XALV/3aY+z90SvYdpfo6/ipMUxepd8Oaf2fBdh3GHXpReh+ip1ponJLXoPxwxaTOvKqhL+dLSHdTRAtq2Ff/KqrSn2/CGVnTUU6JveZ1mOKsScygm6Oiwzt7QkTD3cp6iHTX+5At1+udZIIvafz+ydfy03/5IznrVfC4Fq+wuETx5Z7FEVFUySK9vYQVVCyR+Rce8NQcDWvg8s0t0x/iw3BMqGypC6gk8cMbEA7TTh6ZAxyjVkxmL6w5cIVCFKoHM9YvqpF2HVUDouCq61KjFLZt4xabOObdZqLPe5enbsnkJzumPiHw98/vfv0bJohtCFessTL4lrhIkXrScv8tYb29pDWk57Wk47Z1yiiRU20LOcma4CNNf1JTdYKyBuQT+aYSoHWnux4BeNLO+hQkdU11W6Bue5KvvX9MWhLsGywA6geAUzJTLAenQsjwqRyTl0sSf9wWRJr5tCsfLeVCMWaDTNkl29CpxazvAJxLO1TvT7jXzyCX1wiuuVK/u3XbmK6rli6+VIaT/Uw8x1m3zjBzFc8Ks3pXzJBfLwLUy3USp+srtGFZzAFygmjxoVq6BKTVxVhr4yFVjUf6prK8ZzkSIela8eETQQc+7YaKzstn7vjw/zu4mv5lY9+N6av8GWntbLwrV86+f542+vezfLO+hnP3QsFijWm8/nGehnHmeDCTiY8C/yRY0MBMFWrQlHguz3ZhForSYJUAulouaCoGcLFVJwg+qm0KsShiDcmiXjdl8Juul4DrWUDV5fqyCc+9bMnff633/Srzzq+j2Z/xK6NP3baJMIqTuwlc70eHPeYIGDhdRuJOjHtLYpkQREciyjGC1ECdx4fGdzxWbT3mKmKVGSqETq3kElyQw0y4j1t/OISPsuY+95XYUPFYNKjCwVBQDZZJbYeZbQwIYyhOHIUCsvg0knScYPOPFihPKrCMxg3FDVRoK5N1HGhIR2Tn+ixFNWoi+VhGKxpRGiNriSgJYDsXreJ6t5lzCfuZWz7VrKLpgm7pQr+1s2443P4qy8WJeNAUzQibGLIK9LrpqzcNNJxRX86YPqBDJ07bGwwA0u05xjFwUNEmzZCljO49QbMwRWm/vRb2Ct3cOiOaQkul6D14BzpFkn7fu5//MzznH0vHKY9QKWZJLwAkxfQ6UrrgVaSSAHwDl2tUiws4lb/b34ZogilNGqsJRnvJMZXK9Dr4+cXYaWNqlUJNszgEAX7E/HWO97P88VHv/QLz+t5ynlxIDkU4vsDzLf2EUzsROeiOZA1FOzYjFpYobN1ChvXmDk2iZ9fRCklm88dW+lfNI4PFNVjKY3HU3FQuHaS/pTGpJBORkSHhc7XnxQ1+6IqmzJlIR0P6U0bsibYeoEBFrIajSiVfujQwUCX1GShZ7sQSUIut4VeX6nIemIMbnaebburol9y1WXyHahVUZPiYR7MdQiyDF8mDly/j964ATM9id1/CKMVPklENLUMdETNH/obHVf95ry4cwBMjsMgo9rv46fH6W9rUn34qCRJt27G1xOqRweEc13cvoN45xl8+ytQ+Sbiz3yT3Y/82inXZffDv8od1z0zzf/Z8OU//Amu+vm7hn/bsluicUA2TC5QxANPPNtDtwf4KERlOb7TRQUB/sBR2N4kXM7QaYBJLbpfoNui06K0hv4ANzsvIqDGiG6IUrJu5Dm7D/zGSWPatfWfPeuYdz/+AW5P/jbAaRMJcPKau+HPnuDg376MrCF00WhFgrRk0eNCTbjQw+2skI5D9ZgEmjr3BH3ZGAOykcplo6JnI8xANteNBXGoqB3JwSjyqrTTuVCRN+S9bNWJzZ5SKKdlLm/IUaFl0I948NhGtlUvQSuHSw09FXOUJlN1aT1RyjNe6XGo26QS5DSilGBiiVY8YGO0wqGiyYReprcR8JrqrPTs1w8Zwq5FpyLuaqsBthqincOW9sEukGTdKqIOmI4h6IqLyc7/cJxiosbiVVWitseF4jjTn9JM3d8lWOhSTNTAitZO2AWzUIptKqnqy7xS3Pdbp16rj37pF3jTX3/mtsDnC1v63ptM1qn+1iaVgysoKqjV5G3m5PuZK7IlzWy3zmS1K2r2DlQmApfaQmXOoqwn6BaES2USbZBKy2UoQqHAqXP3ORLSu/f/Oru2/NNnbG04ET4yLM3HNMe79HSEfqxGNu7QBajc4pIIs9yj+vgcrl5BZ5bAKKKOJq9pigRULK0p3kD9kKd6LMcMLEFXWIV4jxrkzL9+A3hpf1BWbuHREphU0dcRxUSB6xpc5KBuJSHRDVD9iPuXt3N1cpgvH99BZxCR9kNcXyaVV5A3QkIPpnCYo4uYLCdUitrjdRoHx/EbJ4kXwV93Gb6dwlMHiZ70RDs2i22vUthvPYGp1/Abx3D1QOjqRjbmNpG1Nux6wq4SNf0DOVP3DTh8U0M0WxYstf1d8rGY+atjqrOOsc/ug1qVbEuLwWSEST15M8IZhZpdHCY2dx/5zTOZimeEvK7FZQBhXZpUNparlWMbS5uU1xD0FPm0p2djNibLXBTOcVl8lC+El/PF4xfRy0LINCrVBF1F9ahsSMOuJ+x58mYwbA2552u/dNI47njFv3zeY969/9dP+/iJay79PvFChrKO6hMD0i1NBpMBjX1eWC9eWjbxAZVjUD9ckLYMNpJ1U7nyXERgu4bgSEi8AM39jqBXYDJHdLgNRpFuatC5tMV3vO5+5tM6X9u/jUJ5OmGN6fuctOxmUtnP62XFv5CYwgwUO/53G/34flyeY8bGII6gWcdVQhauTNAFTLqLUVlBURHB4XC2g9u5nblXGKL9hsE49F474MhChSt/c8DGjx3BHTyCv/oSbKLpXtRAOageVBSJxLe2aaUlZz4k6ijqRx2Ll2vCFRh/PKezOSBZcgRdS9gR1kp/a4Oo7QhXcjrbRAQdr/iJfX+NuUGVbVcdRX9omrlrQ3pbPHv+xanCrh/90i/wbT945ymPjzACnMVkglJqG/AHwEbkFvI73vvfUEpNAH8MXATsBf6m936xfM3PAn8fsMA/897f82yfsfO6rez+2ukDijuaf+/kB6pV/HIbFYWoSoLPckk2OE8018X0hXrmqxGq3ZW+NlNWu8JA6OW+1D5ot9ElVW330d867ed//DPPXbF9ptc+E3SjLvZ9idB+K/OiAt7Yp+llQZk5VbhQE0xO4BYWSY62pA0gNpjlPqrdxY/Vsa0qvSsn6E9skWznhJKAMJUMbLp9gsFkgAvqxIshemUgPZuVCu7wEZJGhXguwMUyhbJWiM4t6bhUc71S5OMJtuwdLmKFH2vCsVmpTvZBVRK5BmGImp5k4fWbSlq3ondxi3DyNRR5Wdn57H3Yt10vIllRBLnFNiLSyZi8qgj6HhsrCiMV3aKK9At7VVIyjVT0UqCSoOME3+6gqhXiLz2Kmp7E7txGb2NM2IHw2S/Fydex1LpQ6sPP+zU7r9nC3V871f0AYNdlJzMfaDZQ1qGsXavA9vowMYbu93G9Ht6CX2nLJrfbw8xMSY9xGOCrEe6xPcLeOQH33PfLp3z2p+9+ln7GEieq3z8fmF5O1qpw5G1TbNp3GLu4TNgpqB43xCsWFyjZkD/0ODq7mOWdnua+KaKDh1FxhN+xme6OugS6FcXyGwPMoEIyJxVhsU8rBTkrEQvXgBvP0EtyFW3doqyiu0HaVLxSBEsBhVcMbEjhNKqRQ17aVwUIXbIjfcYuidBjTfzSimiKtGpSTawk0O5hgPblY+KfXUnEo74o5Jg8BJm0D5mtm/HVCr4Soo+XlprOCZMngqLqsTWHTjX1vRq37yB6ZorsommCdop7dA/Blk1w+DiVA0fxSkmS1Fp0Po566HH8eEvWt25/7Tr3//AZr83dD74XpZ498fl0XHmp2IA+8iunbvKevsGz9Rhbi6Rau++4VG4mxvG9HtF8iq0E6MxiupkkEpZXRBS0WpHkzUVbZb0AcW4o8fQkGPCc2h3AsyZvnw47N0+8dCmdV6fklxWEn6rjYki1Il4I6M+MM5iAwbQwKVQB8XJpA2iE2aJsWeEqJDjXOYRdR+P+o5LQnmgy2NzAZJL4HIxLP7YPvSS3ACJH1vT4wBM1UuKoQClPGFgCZXl8ZRoyTW2yS5YHdLOYQR4QBwUHl8ZI04BaNaWRpLSiAYkpSF3A1/oX8z8XJwj6Uk1OHsmJj7ZJilLANDTYeoILNHk9wKuNhO2OJLaVHJuNZa1d1brwCqbvFz2dbCIuvdgVrSdlM5osiNCYj0N8oLHjVaK2kzaWss/3RBGsr/6HU4PaVXzuT34Spd75jP//dOx85XZ2f+30G7ynB8muWUEdN1BJxHpXe7DCoJlbrGGdolVZYyuKfRzozGFSR3SkjB+0lrlcspM+Zv/4tJ//bHpJw+cc+v+e13G6SEOquWJylkBbHv7cVWir6WyBoFfFRZqoFqJTi60FFGWVOVrO0Zkhaxlho3Q9lXlH9UBHvpvWUjy1n2DTBtziEh5o7GuBVmKxnTDsPTd9iBY16UUFziqoWIIkxwSOPLbgYTzqsjeb4vjeCbAKtCfoaaIVuZdnrUASad5jFhxkuTDDjs9RPXKc43/rGvI6pNMV1FhMZbmNPT6HPnhM9J8qFYJLdogw9n2PoifHSS65SKxGEz1MgEYrZcJvxeMixfKVddIJKBqi16L3HyV8uMvGxUvQyz0IzFCYO+gK262oGnT6/Cjgu4/8JkqdWex31cUb+PIfnvBdWCv284p33HXyk0uylnLltUghc4qjWZOjcYs3V/bR8xEboyWs02R5gMo0OlNli44kOlfFrVfx2T879bt29zfe85xjv3vh3z2/gyx7/3U/I5us0r2ixuTdT6Cv2oZNDOlYSHtbRLzsqB8QpkhlXpMsWbyC5UYwdGSIF6B2WFOZFfZefHgF9ktbp223Ca7cideK+WsMW+IljvRb2NQQVXP0lW3Cz8YEXYWLFHlN45UUFlwI1aMw+c0+Zm4FZqaE+Qy4mTFcLDGHsmIveeQNdcIuQzFlqJJOgL2kT/hohXQC6vU+rpry5C8n1D41xcQj44QLfYKeZWV7RDDwRA1JQheJojrTxTpNf3NAUVcoq4iXpBjR3iraJeaoIzmwIs5z401UEZWiwSHJQkFvQ4ivWB46LvfyqUZ3eBme/PFnXnO//Ic/gfpP/+L5Xc8RXlY4m8yEAvgX3vuvK6UawL1KqY8Bfxf4hPf+fUqpnwF+BvhppdTVwN8CrgE2Ax9XSl3uvX9BXiR3r/yHk/7edfW70GNN6SGvVlEmRTXrIti2sELQi8m2jeMCTZw3USs9oYt3e5hWE711s1D70wK378AplYUXGydla0vY+QV0q4nJxcfXa8VgXNE4WDB934CsJdoBRT0gUgqsxT30GMG2rfhKLBvKVhN78BDBpo2E9a0cuyHCh0Knln5RReOAxSaaqFOqR+cW1RfxPV2tYpdXUE8dFNcLpeTfzdO4Skg6IYtaUYPupggz8EIrayi6O8eoH5+HeiJqusZgt0xKXzRCKasdVuRVxWDcMJgOGMxYgpUq8S1vYPMHv4AfG0NtnKa7tYbOPaZvUa4ULavIDbC/0eEDT/NxQ1GR1pP4Yw9gWk385mmhzI81oVLBjQuzRC336G+slFRm2eCBVG/PNXY/8cGT/r7jFf8St7SEbjQkyO8PsEsDzMYp9JZNqCPHsJ2yGpnEqCwbamagNTy8R2weOdmO6Wzh6XPXK6G/drcgjIm8IDi0TM2MET98iOLocfRrrkZddwXb/uwYj/2jGQYTAcnmTZDntC9vkjbF3rS3QUl1tpGykhmShytUjkPtqAhZtne2cJFHtQPCtlRmXNla3dsEtYMiJsUC6NzwxNIk7W5CtZHSPVxHZ2JPljW0CEcaaO9sEq1UiY81cA89jrGTkOV471BJgiocjUcXRaAyy9BG42qxuKZ4h6/XUZtmsPUEs9zDqwh/+Q70vqNQq9CfnBK2xKSwhmY+pxj//AHclRezdEWT1kNL2G8+ho4i7JHSm1vJ/NRJjLpoGxyfJ9gm19h3us+aQDib+NyfnFxhfePf+BBBvxQ8K1sSfFco5MGeQ+itM2RTVVwRgvWoIwPcIBU6ehDQu2wCZ6D+yPxZrfSdDt5aWntS5m4IuXjrMY47UWZPFhzKQ9rSdK/OiGoZ3UqVcEUo3dFKSaeN1pIKXgsDx1Yg6BqC3jRhOyc4vEA8J/YVszeMgQZXsajAo7TH52VEv3GAMY56NUUpTyNKacUDjqUNDi6OEU/1iQOZPys9UV3fMbbIXL9GWLf0s5DCGg6uSBvTw7MbSLOArBeSeAm+42M9VC/FxxHdKyZkrdFC7ZeEXUy4YzNmqUPjsRUWX9Eir0kFO2+C6SvqB0Bnnv6OFt0ZQ+OQReeeaHEgCbisoGjGUJHQw0VaWjtKS2OT+WdNIJwtnLRRA9522/uJLtoirL5IEh0ukvuM7wV0goSpWhe8kg1bLsmi+FgP3Usl8bXaymQM93T/4KyO/yRFfOupPx4QXGepBRnKQ+sJSYTYRLN4mSEbF20HaR0QEUYbRSRzGTbR5FWxSnQG8laCasYUiSHYPgGPi+aLd45woYdtJMOKsI1lU46XFrM8tJjJHGelZcE7TxgX1JKMrxzbwT2LVxPNy1jwwnAJBo7etAataG/TNA4Y6t6juylal2vIxikaBwvGHy0IVlLS6SpLb95Bfd8M6sAsql7DTY2JlfBcFw24uQWmvlSjf9E4s68M6G92BB2Ni0RTZ+xJy9IlogG1/aMDbGKoPHgQ1+mC8+il7hozqjzPRGAGDhdpPvPnz80aORv4xl0nJ3Vf//0fJqsLO8oZKarE9Yz5tM5DwVY2BsvM2wYGTxLkGBNjelrWrZLSv2rf+IU/PscbR61RuQUFg3EF1hEdWMCN15nMHPPXxbS3GRH7bjq80VTmNNGKI16S9ii1WkMqE1t53ZBeNUFw8ZhoT3mP1ZrBhKG/veDry9t5/E8vo2ZkjevvTEX/q9TrCbsa5ULyqsy96U8cAKUoNk+IZWNWRQ8KBhtr6MITtHOa+3P6vUC0ZCrSOlNUIRuXe6E6mhB05fFON6FeG5D1ItwOyOoJ2//XMtGcwmwUPS0baYK+5/iNnu2NLoM8pH+xpb1cofFATFERfYxoSURVq/fuxS23sekAfSwhnByHwOA2T4oz3TI0HwqBFvbNy3z2lg/CLef2Uq87eGR/uB6wXsZxBjhryQTv/RHgSPl7Wyn1CLAF+KvAW8un/T7waeCny8f/q/c+BZ5SSj0BvBb44osxHlcJ0f1YkgdhaYcXxxCJUA5W+tVxZZUpFdFBXa+LfoC1qJ6VwOAMqlsvGEoPmRCr8NaKFZ6WTHragvZljpWdhit+q0vy+AHU5ASuGuOmxyUrubwMeY7SCnPJRfjAEIy1cAcPkxxqculHQtKpCisXRdhQSe9VTRO1pdQSdAt8aGQsQQSVBD8/j+s7vPOioB9FUmFtxkMvc1Gc9Zi8/FKsquVay/KbtmFDoaGnLSUOFR1LVtPoApYv1fDqFeyjTSa+YagesygvvaB5PaSoSCXFBwplPWG7YOlVCXkDspZ8XuWIIWuJEE10uI2PQvyWGRGfnGyhZxeldaMjrSu7n/ggb/7uterQvb9zehr0+YCPQ7EaNQaMHupGqIUVYXU0GxilRCV/44wETkuiyO2LQnr9j86iN06fmwE/be4ONlWI2o5sRUvV2Tt8EtKfColbDQLncA/vQU2MwyBl538M2Pvdk7hgM8p52lu1BDlVxWDGQc+QpRV0MyMdk3Jm6ymLjQ2dLYZ4gSEFFIBCgVPYxDOYknm3WkmdP96EvmHzzqOwr0UwkB5ToV57sYGyYoGmj8xiAd/rY1famGZD2kgOSsWDOMZt3UB7Z5Paf/8SKC1MAsDtPyStKzu2omfFNYPJcXpXzdDZ4dGpgp7BDBTjn91HeuUmZl8Zs+Xji7iHHxcmlFIoE6OSWLytkaTpHdec3Kpw99zvnL1re4bImpqiIr2e1TgSRpC1uPYA431JmUY2rkmAnprEtDsSsCcx4UpOOh6y+9H3nZfxB50MlUccWWmiIoiWPclCQfLYMfrTW2lOdJmudzgA2EENXQglNuxIQiEbh6Li0bnCxR6cUPfb2yMqc4bGXITupqSbWyX1FFSmISwI4gK7VMHXLWFcYLTDOkVkHKER4bTDvRbOarRxzC00qDcGOKcIQ0uvCFnoVNnUWiEtAjpPjpEcU9QPe7obFG7KE+VCa64dLUQ/JQh47P/dRLSkmL6/wAwcldSRHOuhl7pi9zkxTufSBoMJoRb3N0nwX3vK0NyX0dsY0p+SwFtZcV9IJxLiuQG2GhGsyJp79/3v5pabT26/+ervnftEwumQjgVifZcVokIP2JokGonFnma+VwPjUFlQird5cRLp9vB5DkvLqLHWuZm7J6y5XkHtiOdrB7bz3Zc/IBvlR1aECWUULqhyZCvkW3LSyYiwbZh4yNHZpOlPJkOWX15T5abOiJiqBWVD6skWqo/HMLeA6gxQtZiwY/EGfKdkdXUtg8lY5rPy2NRA32CVuCYMdIKyimDJkMxJm0nQFwvYVTZPUZPkRG9GUzkWYI5JcQdA7T1ExTlcJWbp6ibLlyhaezzBXBt7bBZ9xcXodg/d6WOnGqhKiJpokrcSjr4upPHaWUwRsDxbRx8I8RHMvlIq2+OPOaKnjkt8qBR6Yhy/0sbuPzRsa7174d+dNHefS8fiXMIZVbJDwQdga44AcF6xkNV4YLCd3BsW8xqhkRul18LYM2mZJFHnftyq1GFZZV8qj8Q7R4+j6hXCLz/CRHA1x26I6G/PCRsZ/Timvx3iIwHNvcLUDVJPd6O8x9KlBpNB/ZDDxprly+voXFqXjr4BNu2YZ89/2Um1Le0T8XzK8ZUaQXsFvdIXLSnriPcn+MBITD09xmCmgk1EcyxaKRhsqDAoBbpdoKg+uYhyY+R1aW9QXpIJeirFLkd44+lcVxDXMmLtsJ+ZYNvjBdoWmIHFVyKKZiLvFyq6m0JmX+fYeulxjHKkhaFV7ZNmAdXjEcdvT3H9gA1fVdS/uh+7sIQvpFVWXbIdV42w1ZCPf+Zd3HzLyevRw3/tl87lZR7hJYpzopmglLoIeDXwZWBDmWjAe39EKTVTPm0L8KUTXnawfOzp7/UjwI8AbN++/XmPwUcBbqyBnlsSIULnhVIbhrgN4/hAo6x4Mrs4RE22MJVkjWLb6UK9dk4Cg9tf/YsE2zZTHDg8DBCUMehGAzUxRtT2xEs5YTcgXtbMXe959Mdm0IMNbP94iukVrFxSJd5ep/bQcdyRY+jtWzh20wxRxzP24CJ68yZY6qCyjMoBqOwfx0eBWNUttfFLK0IVjGN8llH0BwSXX4KfaBL0B9L7aa20HNQqZJM18oZh20fb6HZK+6pxSSYMHNWDA/jmE9jXXkVx3cU0PvJV7BtfQXer9JW1tymS+YB4yWFyj9eG+H82cMZjcoiXcqGa9lNMu0/U7Yv44qZpMIbe9gadixwzXxZ2RbRiieZ78OheAGx/gA4DVKePAlyjetrzfrYDghc6d1VW4IpcnBQIhuKhbnYOby1m00ZUs4EqCtz+g9IKUklQYYBCAqIzbal5obi98oMEM1PY+UVpKQpDCSgdtJ6y5NsmMBN1VC8j7Drmb5xCF5NU5griwyt0L9uGcp4d7/8ai3/rekwGtWOe1hN9oarWa1Cr4WsxPgo4+uYKNoSDb42pzAJeRNzwsLzTYyueYMUM7SmFqVIKKYUeegZqBQu9KnlDEmGNfautE7Lxs7FC54752y9j4v5F/BP7hOWSpqgohIu3UoxVWLi6QvW4pfbfvyTf16suo6gnmHYfXatAX/QAfKuO3TyJ8p4Dt2rGHlEkC06sK7sWt2GceO8CWx/u45ZXRCG611vTy3ga7n7o9O0yLyZe8Nx1EC+L4BlKoaek/cpsnMH3eqij8yRzS9JvWklYuX4TJnVU9yxhWxVU7k4RPD0buP3VvyiJjRM2ZabVore5SvMJTXTfGIMx6G1UDCYjtn4jpfV4F/1HLQ5fNo5tecK2CLi5CNIxyC8a4J1mw8dDgr4jbSnSpnio9zZCe7th7hUbREgrEqFHF0J1U4c3bX2Kj37tOhr7NP1pTZorCL0kxiLHcq2C0p7BYoIqNCpTBB1NL46xDYtrpRxaHEMrz94nNnL57/Ywc4eh38fOzTNx9U5cJcQmAeFsF58EPP6TO9Gp4or3Poprt1E7LxK2TbtDsbCINwZ9zeUU9RhdSMtGvAgTD4sN29JOw8rF4tlembOl/aVCpaKD8NGv/AK3vuE9uCRAD4RF8YlP/uwzX5QXAS903morgphBmhN0MxEqTjTJgmbFakyYM17pcell8zwxMUm3mMDGmnihBbSIHzuC7/dPYZmdDTw9Xli+NGH+1Z4dE0t89uhlZE04eEuLxiGxIk4Wci763wozsBy7UZGNQWeLJh2HdEaE6EwG9f1iM5ksWOKjXfKpCoOJkLxuWLphAy7YSPOpPkU1IFrMqOztY8cqKCcsgqgdMzhQETJomVxTjiGFXhdiN4gSVodJZRPb3qbJG4CH5j6Jv8KFHijN3p9+FemMZfJew9S9S2STCce+PSfeG+ECOHL7RnSxkXjJCc3flQJ9TWFHKg/u2g7zS3XqX63QCGTNFyvJAaZXoNMcX6uiCistKiWNXUUnNz+u17nrtbBD+jNl8stBerTKA24zxjg+4y/FaEdgHHlhKAqDD9f0IwC+/AfnJql3xzU/R7B9K8X+g6gows2MMdhUwwWKTZ9epDg+i44TFl41xlglJHnsGDu+mTO4ditHXleDmggtTrzuGLf/9Uf4w4dey+U/M88YkG+fQvcL8rGY3saQxt4+NglwgaK7KWDDl6DyJ2O05hfFwWRR2J2b//gwNOoUe54imJmGVhPbquISg93SxFY03Q0BQV+YEO1tAUHPEww8aVOTNRRBv4lXMJiEdEx0dIqa502X7GF/Z4yVNOGysXm+/K1LmPhKyGASjt0YUJkthSevjdEFVOYdNoTZN1guvvQoV7SO8/FPvprKEUXbQliBwThs/yNDtJgSzLWhWsG0mhTz83zMfYRdF70DX12zgP7kJ86+9tcILz+c9WSCUqoO/A/gx733K0o9Y8rzdP9xCtfDe/87wO8A3HDDDc+bC+KNFmawk9473+nKzcE51N7DaKVF5TmJ8VEIoZF+/kz6Is/VZgygaMVE3Qgz3sKtdIYZRt8fwNIy9adqpFMVqfYdywlWIvGqVzB3bYxXMXkTxh7XrNyxmXhlE+P/+2HG9rQI2pmocDer+EefQo81cYtLKGvFLhPk/PT7oDRqagIVGPRyGzo9/IEl1MS4ODnEEb6W4OKQohpgMo9+4iB+xyaCviNsi6vG8uV1em9+DRv/9VfRV1+G2raVQTOUBEGmiBeF3uoDMG2HzgxeSSUkmcvF4UAjWeuVDmQ5qlHHJREUjnguZcunEurfPC5JnziSJND4GG5xaXhez0Vg92x4IXP3TX/9Q9S0FuG/KBxm7cVmNBLVaKMhDNHTk/hWHR8a1LFFuYac20q1SmIRTJyZkqSd1iSzAwYzSSnwGaEmImykaPzp17Hf9RrJ3BeebKYh7Jh50QEYTCiUU2z+k33yfa3XhAWTZahUNjkbAVuL6GxLyKsa5UrtjATCtvQTiod46Qe/Ok4PyqpSwhe63QRiT2+zwqSK2nGp2MgcFQGwiZUBHDkujgz1GmrjNNlMHRcbli6LRICs8ARXXAZAOl3HBwqd5iiby5xUCheHZJMxRaxoPqZp7cnQmWy+8F56ySfrmFXXAk51gznXeEFz93s+hBsT665oOYf+AL+8gq5WRZAuiiBUuJW20IinJmg8vCBri/d87AvPX9zrL4uiFRMsc9Ka6/t94rmUeMwQtR1py4iP944e2de34kJNd6MIoU0+KBsvr2Dub/ZI4hz72BjNPYrG3h6q8NSfzDn81jFsAtGyJA5sIu03ecvhEkdQz7lqao5PPrmT8QcNUduTNRU21VC6Eaq+plgOwCuMAxc7fLPAzRTYpRhvPK7QFPuqFDUnG7TLajS9x927DzM2hsotZpDjH98D9Tp6rMXYoy3qBzN8UaDHx2CQQ69HsbCIaTWxyyulo4g49iSLjqyu6U8Z+lNm6Kpi45Nv5ScquJ/LawovPF6wcVklhZJ2rRhMiGVsdCgk055+PWJPv0qahaULC6QTsuH85FlugzwRyjmIInQY4LKsFHT1HJwfwx2q0hgIBXolUOTVkObeTK5jEjD+eEFe17hAkY0pdCuj0CF6Liip2Zp40ZJuqNLeLv3qzceWKZoxLjSSSFjoi1X05jHSiYjk2AAfGuJlR9gVd5JVxmLQ90I9ryoGU7DqDtGfVFTmxI4XoLVH1OmTBYsLRVNn8cYJYUikiqXLPd0tY+QND+TYimfhWrCNguRwwGBSg4PqMUlQ2FgcCqK2R3+iXiY5RTTSlTmCwXRMbV8xPK/niw21ihe65qqqXE9lQRUQLhmpjKc1rC1dYQLJS6KEFTLxpKd6TBaYT93z3LpJLxZ8FMCxLjqKcP0+wUKHoBmLHeoxEXtVSczilYq8Vqd2RJJVLhBG1dQDbQ69tUG6KeCW+kP8UXCDxPBaBG3zqYRszDAYV7igwtTH90MSkxxJwChUVgi7xmhhniSxaBCFIabRgHoNV40pWhF5TdymOttEWyLoS9Kx31DUDzuCnqO7URP0FelYiBlIUjpaFgaX1/DZL1/Nrjfex7ZkgW+2txA1UhauNejxlO0bFtj38CZ8IAWQsCP2q3kDiC17H9rMU2YTU9+SOesC0edRFpYvDpleXLMn3z37b9Z+3/s0TY0RTg/PunFRWC/jOBOc1WSCUipEEgn/2Xv/J+XDx5RSm0pWwiag9KbjILDthJdvBQ6/WGMZTMfUnkolQHAlBTuJRQ3dOmxHglz6fVHOD0OK5eUX6+PPCHkzJDqmYdM0plqViub0BCws4fsDdC8jWtCs7KzhQk1zrydecsPeZG8U6Zgh6Hs2PrSIrceoyXGCT98P1189/Bxf5Nj5RXyRE9RnYJCK/3VFqMgr33s9eE/tSIaarhMsdHGHDqM3zghlu9zY+kB6Sit7FvFOqMurwUo038NGCc7A/N+9kemvLEK/T9guCNuQXSb9vZXjBfHcAGUt9bBeVo8lsMjGI/KKxkzGJM0KKrMSQAF6bgm10qZ+oCFuHdaKrVdLHBiebst0oUE5T7qhSmW+JToT3mPGW9BqQp6LU4MGlVkIAtRKF5Xlwhp5muDiuYDrCNvF9fsEmzeJ6vd936K68yLyqTrByoB8okL30pjkjdfRfGgeHxr8Y3tRSUxcq+LbHahW2fDlLp3tFdKdYqMWf3MfAMXhI6hAIkC97wih0ozvr+BrVVwtZuEVdZIlT/XrKcrDwbdWGGy0qEJhutJK4wygPT5ymKBUwJ7JsAPDcmSoLCjqf/4AesOMiByO1VGLbWy7Lf3Cx2fR9R1y0F6C1OrRnKBX4JIIHxuyVkDW0Lighskcpi8UWRdJsOeNYvzxjKCTy3x24BIzPJfPV3BtvaI/YURh24MuXR58XqCmJlGbpiTp1cvQIG0NA7E1RWtUs3FOx5o3Q8LZ7nDN9e0OanwMfWCO8Z7oDJi8Dirgupv28vkfukwEPqf7uMxgk4hoWVwJssWE1MToDSnLQczyFRUu/WOhZ2/9c7ndHfyOGXQGzb0WbWH2lYa8obBW8fBTl5bWaKKzMNiSE86HeO0xmTgIuBBcJMlYVwUdCvUmmuxTHKgRHgq56E+W0IOM3iXjBN0CnEO/+mp4qrytdnu4t7ya4MnjFNunGX+4RzDfwa8KD6cZGEMwMY73jmDzRmxoGEyG9Ga0bKBLt4qn4/P/ff3Qvl8IsrpGbYxpLvbQvQwfGsKuYzCuCTug9kUcySckKTnQ6NiDFsX1cw7vwWjUpRehHn+KqO0Yf1jTXaoR9aEy54mWobtZsXSlJx2LiJcgr5WV+xOE9tThBL15QFHPWdwYMPaArLPJ0S7hSk5RDxlsqlP51lHRk9g0IZoK9YhsPBIRQq3Ixyp4BUEHuT+VApVhz2NSR9YIJJkWi5UhwPg3lxl/WKOXuuSbxwhnO/jjc/hun+LbrqK1Z8DSFRXwitbjivkbC5SDaL+I06UbC1S1IL8qIwgtRW5ID1aIlhWVWUlkxMuOZMEzmDDSUlHqXaz2w3/0K8/PoWi9or3VDDeZpjyv0QqSUInEYjZe8mWywYvWUDvHfOVh9FjrnI9XZQVsmkapGcyBo/ilZaJH+riVNt4Yae204l6wcgnkVTMU2A66oAcFkw8XzJlJfvDAPwYHi68RBl/1qCxMrW8u0lKKfLKKX1oW9ysjrbs2L8SyOYpQYQBRiF/ur+0RnIdA44xYyHa2if6TSaGxr09vU0K0smbTGXbE4jkdN0TLhmgZ8MLgWpEaA5/6n9fT35lh5kJMT2GqHucUjSjl7W/5Erk3/N8nrqE/W0FnZcvHckj9KV22C4v+iUkha62tN+c6UTvCCCfibLo5KOB3gUe89yeqvv0Z8EPA+8p///SEx/9IKXUnIsC4E/jKizWeaDmXTW9gYJCiqhXcVAt9ZF768JTGdkTR1DQbqCgkmJ6imJ17sYbwvOGNkireZJP0qk2owtPZFtHdNE28ANVZK5X/nufY9YZkQXrCKnsX8cfmwFoqO7ej+jkcmyUwBp8XmLExdp9g53d77e+gJyfEgm2qhYsD8saq0exFOAPJksMbRdYMCBZAVyoUG8cIZtv4I8fwzhFUKgRaUcwtYOo1MGIFaSNDNanTenJAMBDalq1FqB0bUFYW63v/nWgT3PQdHxiOK1zJpeLRLTC9nHS6ggshbRmUi4YZXzOw2ItnCJ8Cv7yCd05uEjyzDdGFhrBriY53wTncSlvYI1EoYqDdHirLyS/diCrKYLYaEPSkuhLsO/4c73524AapWE/OL+LSAcW33yCVhEeO4mbniSfG8Tt3kI0FxA8tYWfnCSZEIIg0k8rApg0E+2cZ25OTXS05xlUF/1v12zETY1CtgrP4Zk0C6lL5e+pPHhEWR7kh3fopz9wrqrTf1Ee1K6KZYDw+8ujYSgHyUMLko4r+lPhI20jezy8t03vT5cTzKUG7h9m4QcbJmjjnrit+huTBtlRE6hVJsuVi1dXZpjC5wYYBJveEHSdVwKbGRoraoaIcj0Y5x8c/+8KsGtcjTO7JUYx9q4fuSp+8CgN8PRFWEYhQZTRFMVbB9MpdadmedC7hQoVqd3EzY6RXbULnjrwR0N0Q0NqTEi70qexf4cDN4zw0t5HXX7GHuUGNY+0G7eUK2bijqCqiFQWBJ5wNKcYUqiwxrAZ6d1zzc6i8kIpwTQ81ZabvL9AWuhsMeE+QipChTRSma/DGE88LkyZrQT5RoFItVcbYEj1eoahAOpkTWBFU1J0+rLSpLq3Qfe1FtHdI4vYr9665uLzmR++imWzCRZrKgQ5ohe90cdZiNsyILWqtKiYLSYithOR1qbSZ/lrLUNCHB/7V+tGZeTFQ399DpZKEUUDl6ABUgi7ku2vSgKwFKI+LoLvNUz127sfpQ4Na6sBEE7Nxhtb/egCfF2yYHBf76kt20L1snGCg6XU0S6/IyQ+FeCPJBJ2JxocLhc2lH6pgI5G3eeA35Jre8apfwEUanVlJuvUHojP1+AHC/gCfF9Q3zkiPufcEE2PERxT9W6fBQWXOoUtxv/bWgKIq7WQ2ljU3ryNJm0NHoVZl4cpNuOsqTH6zjs4c2bisF0/8lIznNf/oLqa/aEjH1FBbQQ00TgX4yOGtwjsFkSdvQLSi8ErRmzZU5uwwkbCKL/3nl4ZCvS4kORR2PDZSog8w8BRVReOAo0hEMDVZdOjckRztoudXYKMUk8411EoHt2Gcoh7B1KV4pTj+mhiTw/R9fYLFHn7PfqJlhTMwmCq1t4xHeUXnkiZ5XeMNTH9ZSzuL1JH40n8WOv8dr/iXqJUuUXeAywsRLd44I44tgYZv7sGnKXrHVrGrdR7/0JOoRl3u9YUjWkhxsaax37B8iSKdgKxVRafQ2mvxWti1WV1Lks6D68u6uIpVl4Q3fc+HGBwWXRkXy72HxYg99UneMLmH6aBN/YqUu2tXsdyrUKQGXxhQEWHv5PP3wK+/tNbcES5cnE1mwhuBHwQeVErdXz72LiSJ8N+UUn8f2A+8HcB7/5BS6r8BDyNOEP/khTo5PB1vu+39hB0JVN1kE73co9g4Jsrq/YEEuHkB3mEaDdT0JK4mgdfHTmNBdjZx03d9EAxC++2kMFVl9lWxWBXVPXldEXUU/ckQk3viRejs8CQLAckhA1s3oNICdfC4HNvkBCQRHJ097ef5The1YQq90sdNr1UDfaBIlizhSoGyjqRbkE/XiRbH0LNtBheNk+QFzIkPPJUEHUWoyQmKBx9l4tA4rt9Hb9pAtm2c+j5ZVXVWYKunGi9+5s9/iltu/jWiowOi2WXCiSbkFlVYTC1CVzWDKQj7hrjw9KcDTBpQPzCgOHQYlEZXEu5e/r2zcl3OF8K5Pur4grAOgqB0clgiaDWln7M/kI1PMyIdC+jNaIKenN+vfe7cUW0BbjXfKzTx5RWoVNCNOqoak1bEvzyZbKLaHdzCIhOPbGD50pj46m2EcxOQW1hcxqepMAGOzULpTvB0fMx9hF0bfwy/tCxtOIMcH68tZekNlwmrxSi8gureZTb92SyDqR0MthTovmb6q4qo7ageylC9DOgKvR7Ip2rS29sfEGycIVrK0L1ckgWhQbVPvqPvfvR97Nr4Y8KIKSz5xTN4LU4S9YMenXkG45rCKQZjEmyYHKkwR2XbSmov+KrYiXjbbe8nGAtoLVlMZyBU8cCgxlowyDErXWGSNBMGm2p0NgXoIsEZxb1f/Q/P/QEvMopE4SZbkvSYrDCYjOhNa1Hb3hoxvpKiOhmNpxQrepy9Yc7rZvaSWhFxi7p6WH3d+IkAL+phzN54er5idd/KkEbf2yHrbnKkS7gSlaKFjrwRgYKJb4SsXKzob3K4qkU5ReVAQO2ItO80nwoZf6TD0hU1BhPhUFHfHTiEvng7rp6gU0f1mKO34dS114canYsApjMK/+or0b0MG4eoh/fgr70UlVtcJWL5kpjuZkW0JBtRK7dJ7vvNl05Qe8tbf5VGYjBHFuSBrtjvmmAbjfkOgx3juFijrSHsCFfcl4SiL//huT0Pt9/4y5K8TFPUSg+iEPeqy8kbIcpDfGQcBjm1B49gp8eAGoNDIemmAjUQC9qgL5XeZBY2fXoJHxr2/T8nM4Puvv/d3PLW0tnIKJgYg9mF4f+rKBRGGYBS2MeeJJgYZ+zJcTqbAo5/m7QnhCtSvd12zzJqz0HsShu+7ToWrqkx/23TBL0pmp98lOa+DF86N9hKQLhSkDfX1viv/9t38Ibv/TAoSBaljSHsKnrTwngwGbQvFtcVr6E/LUmTyqxQ03VPnErWk3DiiwFVQJR6KnMFWcuglkW4OF72JHNyTvOmnE8zKFBPHZZrCew+em7p8Ls2/hg0G+huSuA9S9e06E3LRt1kCKsxt/grL6Z22NPeprA1h+lqKkcVtaOudJ6A2mHPxH3CJJ593dhJn3P3N97DrotlI69qp7I1B2+5BheXbEEl86P+ELi5edSVl6LTHJa7xKFmZVuN9OKU5MkYkwpDoT9lUNZLkS/1NPYrwp4n6EmLWW/GnPKZUUfuC6vOEyZXLM+3+LeHbwYFH/uuO3l1dS//5djrcCgeOT5D9Xg4bAZ3wbPb5o7wArFe2gvWyzjOAGfTzeFzPLMm7GlNSLz37wVedDWxaL4ngXslBK1wlUg2G40KwfSk+MQ6x8LNF6O89Om7WD/3G58FBJ2ClYti/I1bxWu5JrRKXQCzirxWuh14SOZL2tq8YuUiGIxPMvlwRlHRVI5WMfMdEQ9KotN6/d7T/QPumFgzLP7Y59doUjd91wepHBKmRj6eoLQjWElxmyZZuE6UvONtm6kd20ARK4Kew1w2gws0SbMKc0voOCLdPoGypc2OlpaIVTy9CvuJT/4su65+F36sDrnFVyOKSoCtGsKOpfWkiDNljZCoLYJJepCj6nXgVDvQlwLUgSPiErCwKK0LcUwwMYY7eFhaCSYnWbimRtpS2ESqlvHieaDaIjaF/uIt6HSGopGg0wLdy6g9MocPA9T8Im6QgvdEjx+hxSZ0WuYLlRKNkh2bUYeOi23r/CJ+cvy0Qle7j/7WSXP37gfXlo3bb/glbE0qWb0NMf0dLfxFLS76k3n8nv3omSnswcOYyQnyK7ZinMMl5Sbriw8QjI2halW44tLh2GwzFqV2nt1e0080CWc79C4eB0TQKq9rmk/lHL8+pHdRTnI4JD4gz7eRxmTupO/eSwHJE7MkYSCJxtVNh9G4peWhoGTvu27g2I2GYvsAKDCH45NdOM4hikSxdG0LbYUCXJktGF/KxR7u849hl5bQmzcx/UAfqNDbs4FP+Q30Z0BtKETEbbHcuEwqkgWJBp78ZydXPFfFMu945c8PH/vsn4rA5O03/BKmk+KNAaMwqcVFmuqsRVlDe7smb4iOyKYvZdK6ALhQY2ZXaH3lmyTfeQPxQsZgKhKR3P5ArHhLfOX3Tw5Av/7b75AENmCOLgJgp8fwgaZoRcSVCu7+R5n9uzew8PqM6KAovgubBh780EsnibCK6KH9MNaUcwciRlmt4h59Ct2s4y6bIDnao/qVo1CtsHLDFnRxfqI/lRXYWgybZ9DtHnS6mONz6CyDIMBbBzt3oLxHeU/ziQ6VuZi562I84phQPe4JBlKtzqarhEspj/7Cqdf1E59+11pCgZP7sm+v/xC2bAsNZqYJpibwg5Tkkw9SMYYp5/DXXsrKpTWaj3fRvQx3yRa0A/+1h5l5vClWu80mNOqleOLJ5/SZNv61IwUulLaxwbjBRVAkoApFuKNDkRvUY1VpHbJQJJpg4F5yiQSADffsx01KaT45itzXPHQuqpCNhSSzKfG9R0VrSWuyV1xMZ3vyHO96lhBF5BubBCspgw01bAhhD4IDct90oZFE6FKXqf99jIlOl6P/6DUsX2npVBUu1Gz77QdxV1+MN7p0bMv5+m+fOnd3P3Unuy5bE/Ld/dj7h7/f8apfwCWyFWpfUsOhWLn9GvrTWtrJDMzc2yfav4C+rkbj/ph4Webm+O99EXfTa0QrRUGyaEmboh+ziqeP53P/4yclEQZU5uxQDyzoGaqHDIMZzz2dK3lz9XHGox6femon5qEay5dCY784TK0X15sRRljFOXFzWA/IJyoUNUPYLjD9HO01thaQTU6SHO6gjy8x8el9LN60g0/ffe4EaJ4OG0svam/KiK1PDOm4ZCKTecmu5w2GlRBYU0e2EfSnQ0zqKWoReXOST3302Y/ldEkGgM/871MV1G+/4ZdQvYyJb6yw8IomykryI+iAzt2wdcF+4xHpK7/xWky/wEX6eVddV6njp8ObvudDxIseFyl0JkG/q0d84iWYRFiFXVwmmJ5Ej7VwC0siPLm0DNYSbN5EceQY0//nCQ7+7Z3AGg30fEEfEdEkozUuCrDNBHN0UXQUOl2p8NXrkMSYbo5+fL/QCQG3tIxu1qFZB22eU/T0mebuPV/7pVMee8tf+SC9i1uEU1eJBezmCTrTsWzExkJU7omWJVmgKknZw59BEvHxz7zrOY/72cb6uh+4k87WkKAP4VyIsqLAnCxyXteas45eH7dhXLzhwxBKYT+3tIKKIupPrlB/Eh59p1SLnnjn+QuQqnMWGyrCbqnFkpXJTwU+y9CVirS9aEXU8dQP5eQ1Q9YwVPcFNA54qdSXotlf/sNnP5a7H/iVUx473bwFeOuuD1A9VtA46OjNhJjMEx/t4OJQWAWZZfcTH2TXRe8gz9YsWfvfef3zcsI43Vq/ijuu+TlUlpFXQS8HeCNVbIBH3v3SSyQMkecwOY6rRrDSwXW62Dddx8IlouKa1+u09stTP/+R80uRN8t91NwC3lrswuLw8WDHNuxEjSI2hLPiTqGsx/QKKnMRRSLFiFU3BWX9c8YLn/j06dfC02kT3dH6YWk7VAq9aQMcXWR8ro1rVBlsbaG8J5zr44ucYn5eNHayDMLgOccB8IU/fubzvvPX7sJN5thCYwcBRkuCwfSf/XUXOuzhY5goEmatUeBB93NUUSFraJSNyBubqeyR+/QzXc9zheCBPfgsJ4520ttQp6isOn0oWX+NEm2oLEOFARv/3X20brmO+asM8TJw0ZZhC93d33jPs37WMwlw333/u0957A1/88MEPU9vRloRFq+qYC7ZjE0YJhKGx9BOhwxDm+jnXPvh2efgJb9+J8u2yuf7l3Go10Ipz2CDJTlmRkmEEdYtzk/5/Rzjnnt/GZuIeInXiqIRUdRCVrZHtLcGzL52bPjcL/2n8/tlPXFzMZiE7lbPYHOOvahPURGHA5NJht0bqUTbRNTAfSh9tvFCTrznGMljR1/Usa0GuyormPjGCuPfXCY6LD9Ph7eWYKlHsNR70W5Y8WKOLqQHMOxadC59fy9lKGPEvnRmAj05DkmMnp5Eb92Mn2gOn/fgh9/Bw+89v8H9Pd0/GP7ujcLWQnxgoFrBzc6j6zUJGMsA0xxdwC4v45dXJGDIC9z+Q/hSu+TFxGf/TDZMWTMgnYgYzCRiW3dC9WvIDrBWKupGP2ty6/ki7FiSRUf9kKOxH6pHAAX3/s5LdzO2+8kPSVtD4fAbJqFRE/ZJEqN27kBdumZ19tTf/lme+ttn12bt+cIryOuGvBkQdHK5Z2Q56pJt+GYdF2lRqV9MiRcylBWBM517BuOK3szZYQX5QGEjUdaPlguKsVPpuu7YHJU98wQLXf7if73zxbHUDDQqihh7yrLhi2VyRb20Ewm7Z/8NdPvSQtYeyHp75SV0N8f0Ztau8e5jv/2sLKVzgROTUipJ0NUqOoowjQY+MqQTMXkzZLCtyeIVVXRaEByaJ5kriNqOZMmjc09eU/SnTqVj/6XGVrYc+qIQhmTpZqM7a43k99y3pt9BrQq16otyTsMOBEcj8nYEnQCvJQnWPcVs/KWF1eTNYHONohFjawH9bXXymhqKTIJU5k+szp8PrOpaqSsuJh+LKSoKF0BvkyevgVcKr7XcN8JA5s7kBNXPPcbkIwWTD3ax9Zh8snbWxpgsyv067HjCjqd2eC3e/Nq/l72CPnic+OAK8cGVIcvsL4Ogp/hmezNfXbmI4906RW7woedbv/TSXXPXA5RfRz/n+2S8ALxsmAlBtxAqVKgI+sKlHXvCsnC1BGW7z6GV03NhlYp61S+s9bBp4+hvdKgjGp1Klr2z3VM0HUSO6EhI2BZrOhcqfLOGWnnxN2V3P/Re7njFqZTsj33u5JaFW/XbKb71OMGVO1+0z1aFI+iLKFleN0D0nK95SSDPhcIaRbLRDQIRHAQ+Zv/4PA/uZOw++K8AuP36X1x7sD9AxTHFZVs4/poqmz8+C9ZJgiGKsO02dLroSoIuXTh2P/mhF31sn/3Td/Lmv3ZqdeLEAOBj7iPcqt8Ox2cJLr34RfncoOfQWU42FtLc78B5gvRlsvTa0sUhDsXa8wScriJ0vrA6B04UguVrD1GtVlETY2TTIgQXH+syd804tX0O5Tytpxxhx2JyRzAIWLjixa8efXr3T/GWv3LqvD0d26vY89SL+tl+z36IIpLZlO7mhNqL5q+0zqEVFFZuMdaiVrqMf67LyvdLEmw9VbdXW2d2bf1nw8dUJaF4+AmS6Ep0X2xZTTottPfxJsp5qkczghVp5cDBwqtffDX/u1f+A7fX/s4pj5/IPFhdc4vH9xDsvPRF+dywK1aUKzWDjx35uAd7IYboLwD9AdUnFsi2tNCZI3DApCSKVpPq6wV3L/8ed7zqaeuYF0eE5YsjtA2pjUUkn3wAPTkhLjtxRO3xBbEqX17B8OK3uH7hv8n3+/ofOVVHYjWJACfHC+aqy1+Uzw568IWHLmNy0wrLK1XcIBDnnBFGWMd4mUS0z4zT9VetF5xY/bnkv/wqZjJlkCeYgaKoORoXLdNeruDz01cUzpa/7HPRyWBtkX0xKrursBXxj86rYFJFq3OeGqzPIT6a/ZEIFRmDnxdnETU18YyUvfWCe05QjN+15Z+i6jX0IKdx0JJP11m+NIE3zjDxR/ee03GdSbV29+MfeO4nPQ/o3OFDTdi14roBvByW3t1P3ckdr/x5cdEpHL4ao3rp81o/zhc+8+c/Nfz99soPYjtddFGgB5bg8YMs3raTzmsGPPaamEt/59QI76H3nZ37yfPZBNzT/0MJbF9E+DTFpymD6RjloX7Y0dn8siA0SkW015eEWCjf14d/df3GC6uJXBBxu2DbZor7HsYbQ/62V4uwZ/bM98yzRaE+kbH2TBjGC4++70X5TFe24wTTfZr1Af00pH+4/qK893rGPf0/ZNf2H6eYqqMH5bUO9LoW63t6UvmyD96JjaSdVxeK9o6QxBjR24nObQHpTNiDq0m9vyyyJujE0owHuIaCBiwdaj73C0f4y8H7YZHuvGO9jOMM8NKPaEt84tPv4uZb1m5Uz6cPer3BhBa7cUBSTVmZq7E8W0dHlr1/76ee+8XnAR9zH3lR36+7KWTpCvmSNZ9QfOb/rs/jfrGx++hvseuKn0G1Gvjl9ou2yT2XsEePY5yjse8o/RsuIV52pC3NPYP/fL6Hdgpe7HlrBgWLV9VwRipjY08M+Mp/XL/B3YsOdQK99gKcuyqOMd/cgzeGsT9/hGO7pHq6Hm08X+y5q1tNiqt3iGBxiVW7wJcydh/7bXZt++drf5+lxPzZhO90CS67hGKqQdDNsaXI3EmtBesIL+bcjZc97csd3335NwG4+6mr2PtP1g+b5Gxi9/5f59Y3riVsP/mJnzmPo3mBUNDd7pi8T4nzUYm7F//9+RvTM+DFXnOLTSn//DWf4obKkwD804e+j70/sr4YJSOM8HS8bJIJcIEuqiWe/L53cfn/kP7I9sEGJI59P/zy2EwD7Jr+xySvv5Qtn1Ecuklz/79+6Qe0J+LFqticD+w+9P9xW/T9IqxY4nP/46WnpP1MsEnAxINtAOZe1eQTn1of+gDnAqcTGrxQcE//DwG4Y+IforZuAsAfOc5TP/DyuH5v/u4PUds8QzDfozHfe9EqbxcK1lPr45li99Hf4o6pHwFAf/0R3PVXXdDxz5mietwSzQf82cdfy1/59q/wyHf/4nO/6CWEC9kd6Il3/gSXfeAu9ECzeBVMfcM/L3bLSwG7pv8xk38wyf3tbdzf3sY/mPkM93/nhXsPHeHlg5dVMuFCx2Pf8/PP/aSXMIKu0Pae/PGXT1D0UsFHsz8630M4b4geO4wfa+KrEff+u5dXEuylgGdyDXk5YFV3x9eq53kkI5wp7p77nfM9hPOG5Gif6pEGoLjrVf/1fA9nhDPE+XalOp9YemSSiZv3sJDVePNFT5zv4bysoNZJd8F6GceZ4GXS/DjChY7ds/+GcKlPuNR/7iePMMI6gltYgmOz3PPVl1d1bIQLG3/xP38StAFtXnashBEubLjEkCw4koWRct0IFw52z/4bagcUnzhwOb//2t8938MZYYTnjVEyYYQLArfqt6MX2uiF9vkeyggjnBH0xdtwyyvnexgjjHBGuFW/HfJcfkYY4QKCTQLiRUu8+NIXaR7hpYNb9duZ+FaOuXv8fA9lhBHOCKM2hxFGGGGEEUYYYYQRRhhhhBFefvDlz3rAehnHGWCUTBjhgsCLrZg7wgjnCi+mPeoII5wrjNbcES5UfOqjP32+hzDCCGeM0Zo7woWKCzqZcO+9984ppbrA3Pkey3nCFC/fY4f1d/w7nu8T77333o5S6tGzOZh1jvV27c411tPxP+95C6O5y/q6duca6+3Yz2TNHcULL99jh/V1/KM198ywnq7d+cB6Ov4zmrsjvDxwQScTvPfTSqmvee9vON9jOR94OR87XPDH/+gFPPa/NC7wa/eXxgV+/KO5+zI9/gv52Efxwsv32OGCP/7Rmjs6/pft8Z8LKL+OXBTWyzjOACMBxhFGGGGEEUYYYYQRRhhhhBFGGOGMMEomjDDCCCOMMMIII4wwwggjjDDCCGeEC7rNocTvnO8BnEe8nI8dLuzjv5DH/mJgdPwXLi7ksb8YeDkf/4V+7Bf6+P8yeDkfO1zYx38hj/3FwOj4Rzi78B7cOukvWCfDOBMo7y/AUY8wwggjjDDCCCOMMMIII4wwwguEUuqdV77q+z4ws/lV53soAKwsHeD+L/zr3/be/9j5HsvzxajNYYQRRhhhhBFGGGGEEUYYYYQRRjgjvBTaHEYYYYQRRhhhhBFGGGGEEUYY4czgWT/tBetlHGeAETNhhBFGGGGEEUYYYYQRRhhhhBFGOCOMmAkjjDDCCCOMMMIII4wwwggjvOygALVOGAHrZRxnghEzYYQRRhhhhBFGGGGEEUYYYYQRRjgjjJIJI4wwwggjjDDCCCOMMMIII4wwwhlh1OYwwggjjDDCCCOMMMIII4wwwssPHvDrpL9gvYzjDDBiJowwwggjjDDCCCOMMMIII4wwwghnhFEyYYQRRhhhhBFGGGGEEUYYYYQRRjgjrLtkglLqDqXUo0qpJ5RSP3O+xzPCCCOMMMIII4wwwggjjDDCSxBeXBTWxc/5PhcvAOsqmaCUMsBvAruAq4HvU0pdfX5HNcIII4wwwggjjDDCCCOMMMIII5yIdZVMAF4LPOG9f9J7nwH/Ffir53lMI4wwwggjjDDCCCOMMMIII4wwwglYb24OW4ADJ/x9EPi2E5+glPoR4EcAarXa9VdeeeW5G90IIzwL7r333jnv/fQz/f9o7o6wHvFc8xZGc3eE9YnRmjvChYjRmjvChYrnM3cvWKwXE4X1Mo4zwHpLJpyuVeSk0+q9/x3gdwBuuOEG/7Wvfe1F+/Bb3vZrw1G4QOONwgcKr8CXHA6vFV6DcqALj/LgFbhQUSQKFyi+8vs/ccp7v/HtH8YFoCxEbQvAp3f/1Is29rOBt+76AC5UmNTxqXt++oW/zx3vx2SOoJ2h55ahkOPffeA3Tnrea/7xXQB8/d+844UP+jxCKbXv2f7/bM3dt97xflAyT0F6roCT/vYKfKDKua1wRlFU1r5uysm/X/7DU+fua3/oTrwBG689/+u/vb6v0Y0/fOfw96/+3qnH9Hzx2h+6k7DnqR3oYpb7kObsfvJDpzzv6nfJ3H34V9f3eTkdnmvewtmbu7e97t14rUGBDzRel3M01MO11kUaF8j6igI8Mh8jhQvX3uu+3zz53N/4w3eirKzdLlAo5/na777wuXCu8O03/SqqkC/kxz7/L1/w+9x8y/swqUUVFt3LALj7G+855Xlv+p4P8bn/8ZMv+HPOJ87Xmgvw7W95LyhZE21scIHCh/K312vrsdflmuzld28ULlS4AIpY8fV/e+qace1P3TV87WoE9ND71/facsd1PwcO0HD3g+99we9z863vAwfKe4LlwfDxe+795ZOed+sbZS7/Zb4j5wvnc829/YZfAu9RViaWVwrlPd4o0FrWYaXwocTALijXZwU+lLU4r8rk/tJ//henvP+NP3wnzsh6G6Ty2Jf+0/ped2977buHv3/0K7/wgt9n1yU/Cc5CEIDWoBS7H33fKc9781/7IAB/8b/e+YI/63zh+czdEV5+WG/JhIPAthP+3gocPtsfevMt7+OTnxCtR+U8Kneo0MviafRJzSA2MTgjm6+wU6BTC0rhQg0T4XCRfTq8ApPJAr4aINz0HR/gM3++vhIKN98qC1/WDHBNg9eQ1zSv/74PDxMqp7uBPBuKmkFbj4sM2hgwBtLslOfl1dO//o1v/zCf/8iZfebLAavBFM1oOKeU88PEgFLgTBnUKiR48GvTORjIYzZWEkicBt/2g3dirIdMNm9es27VYV7//R8mbWq8AV9Vw6TKDX//ToKB/HHGc7e6ujmQIIsgPuU51/7UXfhTH+b6fygbgnv/3freBJwPrM5dpVZ3XDIXVwPcYaCrFdZ6VKRRTp5rMllDbahIWxoXnn5C6gKCvsdGsl6bzPP67/swX/wv628tedvt70e5csIGGgJN0M647bXvRll7ykbq+cBFGuU9SgMqRnfTU57zbT94Jzo+9fytx3vTesFtr/8VPvrFny/nqGzClPVoJfbgXoE+wSfcBwpnJKGFkucqLXNfnaYCdd1P3oV2kkNQgItAZ3DdT9zFg3eur7Xktte+Gz3I5MAdKOfAwe2v/sXhjeaFzF1dOHlPXb6Jc6c855nuWbe+8T0XZILhbGPX1e8CwNeTtWumFEpL0gClcJGR+xyy9oIkdbDgYo0zoDOHSsxpP+O1P3QntqqwEeAV3kC8fOq1Ww+445U/j63FUmSprG2Fbn3De3Cx4ROf+tkzf9Mkes6nvPHtH0adZu5eyAmGEUZYb5oJXwV2KqUuVkpFwN8C/uxsf6guHN9+06+iM4vOrARg9oS7vCsX0NyhCo+2Euy6UJM3I1yoUdZhMk9RUVz/I3ed+iFKmAw6l/d1scbF6+30CyMjr5nhjUQeUyf9nCnyqqaoGFxkcON14FRWwg3/4M5T9qiv//4Pc9N3fRBdXICcn3MAFxuyliQSlPWY1KFX5+1qJSFQuEjhojJgMAobKmwkP8Bwo+0M3Pj37jzpM4KBR9kTPjPgpGrwekJW01L5O6EiCOAixWBcMxg/8++bLZMEthKQzTRO+xwzgGj55Mdu/Ht3yjriR3P3dFBWAkyvFKpw6KxAD/JyNybrr8odOrVo69GZk/Wz8GQNTV7T6MIT9jwmO/05NgN5L0DWbLfGwFlvUCeuceU0tdUAVwkomskLek8fKFl3Q0NRDU9hJbzx7R9GOT/8vqziLX/lgxJgj/CMWE2GuUjOL6vJXOsxucMMLEGvIOgVYP1ws4b3wlooNxNFBV75z58WLzhQxZqyty6EieNPv387r9BpvvZ9dU6OUSlUVqAKN2TYnAlspIUZqmVzC6cmJHZd/S5M9+SCxK7Lf5pdF70D3ctf+AG9hOHiEFeNUM7hqhG2VSXd2CDdUCObrJJNVMgboRTMolU2QplMD4Sla2NNUTXDOPb13/fhkz7DG4YFBx/I7/Y0ycr1gKKVDNe5YfLaKFxi1hK7Z4h8qka2oYGPAnx0+lrt6d77pu/8ADpf2x+McO6xGq+tl58LDetqN+u9L4D/F7gHeAT4b977h87W591y869xy1t/dXgz9EZhK4HcwPza4jKsPBRlkuGExcBFirwZ4GID1hP0JcB93Q/Ipmx1c6aLsmKs5b1M354ynvUAr9daOfKaUIuHdiVOgvLVY3u+6E8ruhsDbGJIpyrsfuKDpzyn9WTK9P2DkyovyXxBPNuncqT3lz6ulxredvv7JYnl5AakV+dvYrAVjY31kJJoI42NFEVFk1f0cE57I/MXKN9jbbP1mh+9i9f86F3l90K+B1HbEQwgWIeX48a/d+cJrUgSpLuAExgbMndf86OnSfQ9C9IxyOuK7hapOJyOvjv2VAHAI7+yNncrC5bGgVFQezrc+sb3SGuDX7uBS1UsoKiFsokONbYSnLSp9Vrmcl4Vmq0LFMFA1lzlGCZxr/+Ru7j+R+46OWjznry2PoPaW27+teGd2Gv5DksS0Mi9x3m+/aZfPeP3HYwbiqohnTh99q96ZEBj3+CUx+OFjHjhVObYyx23vfbdQocuE10u1GRjIelESF6TdVfaF7Rcv0A2xYAwwspkWDBw6ExaJJWVJO51PyFz95U/LqwEbSWJoCxEKxAvP8vAzidWYyelsGNVionakDavsgIKxx3X/NwZvWVeNxR1g60E5M2Ie776i6d+7NFZ1FOH+fhnT3jvXh/sOs0Wnmfcfv0vgllj2bk4wFYMNpHiUVHV2OSEmCHUktQJ5ffV4pI3JfPGnpyYff33f5jXf/+HZZ7nlAU4SBacJHXXGYasTgClsLHE/Hogcbk3ilve9mtrrc/PE+lkzGAqIt1QA2D3w6eu29XDfYCTWsuipYzkcPdMD2OEEdYN1lubA977Pwf+/Gx/zs23vE8o4b7s1UUy4j4UKpc3Cl14XKAwfVk1pY8Xgr6VRTO1hMuOdDKRbG3mSZbskNL4pr/+Iepdy1vveD+R9TijsBWDj8y661F90/d8CF14iprBhZJNDjuesGMZTAXYsKyQIDeSb/vBO6UK7nlO2rANQceweEXIA79+Mk3zttf/Ciq3BFY2Fat9l8o5EuuE3vgCs8QvRdz0XR8UlszqtQoUWVMLY8Cs0WbDXpnl9mAThRl48rq0PGjZ+0rPeQAmlReZVOjjb/wbH6Javs8qE0XnshnThf9LaRCcDbzyn9+Frq72LkNRlX/DFTCZ/K4cqFwC+tX2A3juFoSiCv0p6E8pvvwHPzN8/PYbf5miFmIGBYn1bDzsuOOVPy/BdW6pWanSJXvPyiFfkLjtde+WnupQ4yJNUQuwiaaoaHTm11g1ZfLSGRhMxIRdRzDwFInCxtJv7jUMJgzJgsWknggHCt7wNz+MqSi0RXRESr2EvC7zY73N3ZtveR+UfckuEtaQCxXxosOXbCLl5Ht88y3vQ+d2GMR/7HPPvklLW4oiVqfM8V1X/Aw+MASFBaMZn22za+dPyUbMOwKlQa/PxMv5wG2vfTfosl88kgSNjTVpq2ypUoqwrwg7FgVlK6MSqj5gUvm3qBmUlQSaD2RNTZbARpL0vP4f3kXoPCZnTRekbOFZb61St9/4y6jcgvfYeoKrBKxclGAyTyOTDZnupqhCnrPrqp8d0uefS09BkhPSXvn5/35ynHR77e+A8/gixzvPreZ75TVa4Z1HGYNeaZ+FI74wcfuNvyzsgigYsjxcpMnrgbAGItGhidonJl5lzrpI1iTlwDthPrpQkVc1JnPoXOLkN/6ND+FL9oEuIK/L+m1SSFt63c3dt97xfkxYJvm0oigLMEFPY/oFemBxsUFZhzeat932/mGh4tN3P7t2WG/aEPQ9RRLyqXvWdBjueNUv4AMtLDyg/njKrit+RuLbohhuxKpLo7k7woWJdZdMOBe4+da1RIKyHp3ZIZ3LKoVGbkzeiFCdioSeqDNLUS2rRYWXqpkzBH0rVeFQy0ZPgVFKfnceZR06s9hqKH2s65GU4CVwsbFsMG2oiAs37LV/eo/XqqifgmFG+lmTCs+QD1ilQfrYSKJigAjYgLBDrB2yREYoxT6Nwida/jVys8dL+8Gq0FeRgA7UcOORNZVsrEMJIJTzuACgbF1Rq5V8+d2GqgwI/PA6r27o1hNe8Y6yv1hL8O3Kn6LmiZZLCqPjBN0I0GVySnnp8QROK5q6ivA093cXGXTu1tqhlMJrXW4UvGgBZCNmwipufdN7hT0TSGuYDxRForGRbKZcoFBWlewvhuuzLjzdTZqwA9XjtqSHl4nZWJKeq+0LXkM6psnr8nu8JMGtLiBe9qSt9TV333b7+6VaqIQhVMQaXyYFvZY+e6WUVLEpWXJOIxmZUgAQTq7OnoCgJ2yjp8MH5aaiGoNRsiksnGz8nBM9m9GaewqKeijJr1jjQoaJhCD1ZTIMzMDJGqAUeSMg6FpMatGFwyZ6uD6rQmjgynl0ocjqct9FK/SSP0E8d51eh0IS/a4SU7QibKTJGoqoI/+tvIdSxFoVDqxDpQU4x67L3inCdI9/4BnfXmdyTp8On0smXEWRtEU6j7cWfBlHWIvrrUPq3HnAba99NxiFD8yQXSvJVS1i4aUIqHIMdcB0LnFt3jCEXQsIO0F5acUKuhZn1LCwJoldKVKEPT/UvdKFzG2/zpKSN33nB9AOuV8HMva8YchrCjNwpUaaX9OTsA6tpNCofLlmwzMKkoc9f9q1c7WdzweivaRsqQdiLaowIkqej+KF8wrP6q31/GOdLvvPhpddMuFtt79fNgGu7POz0tenvBf1WrWm/K1Th3KSOHCh9OgGPUtRMWjt0XlZDV7t79XyXAXoQvQX8mYEaAl4y43zaq/6esHrfuBOzFBlWh4T+rAbLrhQJhBO6EkfiklZwJc9uPaECiPw2T99Jw+9/x28+sfuIuh4bvgHd/K1f/8T3PrG90jfdCDVHhdpYSQkAWZQoHKL7pc91FnOru0/jptu4ZLwZSuudNN3foAgc+Q12QysVry8NiKOGEhMpa3MYa/WHEdMtnbdXChJA20lubDaiyu9vGBNqZy/Ss3NweQeGynC7vpa5VY3kRLYCJMgnXT4RgEHo2FFQTlKxsuaGN/QkcV5bvrOD5yUGFh1Wnnip94hrUonfGVvfeN7hou9iwNZL8rEJM6jc4svnIhcld+dt91WBiEffeGuKBcyVFEmXJOg/NsPmV+6QOZauZb4ALAKHIQdSWDldch7ZWuEhTATebq8pok6Tua/oRT+kjYXnMLkUD3u6E/qdXWDvuk7PoAuFfackURCUZXvnS4T1bLu+jVnAA+gUYEaaiwo57n1Te8VRkyZJPvoF38egKjjCdv2JDHFVcq5a8T4wAzvdcp69CAv+9wLKCy7tv1ziu3Tw4ryxz/zrnN4htYHbr/xlyHQ2ERYNKsq9bqQ9XFVm0YXniJW4HSZ3BWdDxcqdC73/ngxx8bCyglSR27kuT46Qd/FCKPEZAyZZcGpupnnFbe9/lfQzoHW5GMxg6mAvCLf0aiDsDhQKKVk7pSbMoyWn5JxuOvinxj+vordB/8Vn//vPymOA0px+42/zD1f/UVur/wg3lqUMahKgqpV5b0Ki+/1oShw/b4UgazlVv12dKWCbjbYfeQ3z9u5Oq8wSlwZVtt0+5lQ+pOgbGVgqN2R1408J/eYXApp/emQsLuq5gy2atCZI2pb+tMBJvUlC3e1iOGJlx1FEoBGGDbradGlvP+Xm30bamxFM5jQ5DWozEuCgXTteMQlSw1j2tUWnptvfd9Q0BoYijWGHRFkP1Hn6/brpU3Hh0ba+BIjMcigkPtgmqNyi8rzIQv31jeUTiVfeHnGuiNceHjZJRMATK8QkRVbVhZLJWKdWQIFhQpAK2yiidoFynqKRiiODAMnwolFGeQFShIJuccM7NAiysYaE+jhBs6WtCmd+2dUHz8feN0P3FnS29fow2HPEy8UIqb0dEE/JerSq485u1b9XaW2rToKKA9v+asfRDmIm1qytlAGv2CTgKIa4EOh964KVAVpiMod0VKK7htUWeHVC216r9rMt/2gVJNPZ2P4UsVbd31AHDFKNoLJPGawFoR5Y6RKayWwXU0Ardo/mkxeK8+VDZkN1xILUGoNxLIpKyqSgNCrm+7MkVfXlwLYtT91F2WhGhtBUYfBpoJ4bEAcFdgkGgqYrc5HFCckGMoAQSsoKzPKepR3J1EbK7Eebt5WEwmrtlmrrVGU2hXKe5wtA7NeClnGrst/mqiRsHxlk9f8o7tOawX3UsbtN/ySCNZWQgk4j3ZBQz5WQTlDXtXDSlbYtsMNtnKSmDR5IKKLVSWCi7kkIaKOI20K3Zzy+uoyGeE12Cr4tNQDKc73WTgZqmS+eUXZtyyssKICyqkTEs5K1ttV8b5VwbAySaicbFqVdcPA9tY3vRevIaoGhCuydt7xyp8H5/CJCIPZRHQpvCkZdMGaK0GQW+gPwDqCI0v4Wky6ucnbbn//X8oi+ELD7TeK6J8LtfyUlrq6EJFFFxqpxJaUfG091pXCdaW1g7aSJNOpRTmJEVYToJGDvKLL+amG7KoikZ9kUUmleB0pW936hvegCyfuNqEhawV0NmpcDFkLonZ5H0c2XmipYFOJZON6wmZONBXKuVYmFHZt/WdAKSFSPu/22t+Rx5IY1ahDtYJPQlwlRlmL7lQhL9DzC/g0xWWi9+EGKXr7FmmvAj76pRdu+Xeh4dY3vGeY/9ZpIS0n3RS0ItQaPRmUTKfVe+CartAqQ2EwrkmbAdVZC6vtjhkEvQIXBHgla7BykDY1Qdkuqa3HBmvWqOsFb/mrHxRnKietHoPJgLymyBrSCmlDhXIa318TZHSRAi2Jh1Vb4lW2p3agykX3lpt/TVhKq8nZMl5YTYrZZiSMkLI1VRceF0ciLBxpTGoxvRSKgl0X/wRBGJJvbI5cdc4h1pPw4XoZx5ngZZVMeNtt70dnFnQZjFkPrlQcVgoGhSw2JYIygNO5I1jdiBhF0LUU1XITAQSFAu0xKyluooJWUFTN0K1BOY8PQacSuLmG4Q1/88N84b+dX4uyN3zvhzFOxufK9oaw66kcz+nPiM1l42Aum9hgbSNqIwlwfVnsW1XwVV6CiWhF6PFB3w0py5U5N1xkXaAoaiJa5SJVWnCW/aFqVQzQ4ENNuGwIe6lQb7Oc+lf3s/C2i87reTufWN2AqEIq4ACmX2AGAS6I1m50JQVf+dKNI1QUsZebowebCH2/oKzmsqYvUFQlYSRMFIXJ3fB9Xah47d+9k6/8x/OXyLn6XXcNEwSAVE0SyMYcG7YusqHWpp3FHGqOlSwEhuwZWybMVls9VgMEk0HUtuhMWBhiTSZvbwYW5UtaeanKXlSl59SXApd4T2gt+NKX23tMI0G3gf4AnWWMf36FY7dvPz8n7Tzhtte9WzYfgbSAmEExVIAPlULnIV7HUln3ktBVzmNUmaTt54SLiiQJ6W1KhlX0oiKblKgr7Qu5mMQQ9GGouRCU171cU9aDqvhN3/kBGZ8q171wzW41HRfBz2gZiooWLZO1nAKwlvBdPUadu7KdyRD0iiE7RjkIV3KUk3XABxpvQopWVArsqqFGg6pomfOpMPTwVTn/3R6kKSpNSRZWGFy79XydtvMKEV924M1QRFFZT7xsyxuftKR4r+R8O1hdPJQXO2mAYDnDVYR552KDWUlJL6lKQimSNdekpYZC6d6gUpnHN/7wnedV7+PWN71XiiGFkxaHQOMSw2BM073I4RoWjCftRNgkEHerfI2Z4EtqvE3KTayGoFtgegVGKcgLSGUzhXV4X2olrbIR6gnUavh6Ikr5WuMjg/dlItGFqKIJna68lxf9j+KxJ1E3XnPeztv5gg8UauBQeHS2ui5YKDzm+CKVVkTWDIShmDuCvhu25a5W5FGiAdDdIDoAlQU7dH/RhRQj0pYmGJTizbnDZA4w2AhMAGHf8/rv/zBf/KPzF+ve9F0flDXRn8BKSDT96ZLxVlv9nmr0CQKeq0LVq3o2UCarFaK1EMl9xaRW3h8/LObgvbALknAo1OrMWuEGSrZnrEtGqEZXIlRb5j82Jdw7S37t5nN6rkYY4YXiZZNMeOsd70dbT9DJpLcZJ5Sl0soI50rxJEk24OT31YSDOcFH2UcBMWDr8Zonr1HkUxWCtlDJzMCQ10SNXHkYjBkqc5KYWKVAvemvf4jP/cnZF2Jc9Rfe/fCv8sa3f3iY8deOsm9OKi54qB5Jae9IOP7tGY37YuKVAJ1D4D15ScPNWpCNeWziMRv61Gsp07UOGyttHl+aZqFTpThUJTkeokoKM1o2fHjpZS5icDFrNkJKNodhB4J+GWhrQ5EkqMJjuilqYQUGKeO7vwXOs2v6H8P0xGkVc19KuOXmX0MrYcq4UJXVV3EewUPQyQlXUuKaIa8LG6Z6ND3JlksszMrqWiQVr6JqYNGTjmmSRSevm1PkFUV7hwTIIninhar79DaXc4DbXltWlb7yC1zz03dJcsAxnDNFXAYCFfDNgu/Y+hCvru7j3x96M/lEgQsMOlPoUJ4rDhaSNHFhSanXUv3TqSGZU4TtE9gM1mMyCeh1gbT+lE4YvqxAKucxmdhvCjW5DFhqES4OMJ0QtdyBvGDD/3mSXVv+KbTEZvKlPndVLno0XuuSymmHVFHdy8B6IiN2Y/ICCWJN5wRutxeKbuPxVKrzWlO04iFdNJlXrGwPcZFcUxeATuX6BQNJHJnMkzUVr/znd/HAb5wbZsgd1/wcdz/03mEwO2T8GoUrNTxEr0TRm1Ykb5ljOko58vktZE1FvCQvMOlaYq+orK6NMpdNaoYCqlnTDNtFpNVDDV+jc3FlyZryvV5tZzOZuAUEfU/1WMnU0wrXiDFZLpXjQmgdyf172bXpn0C9Bt6f1pXnpYLbr//FNTaIERaHGchmKyidmFykCQNFXi03CVbWh6GLiFtl6ZXrQTUQa9NWKMmgSFM/MCCvBygf0Nkkm+xV3QGTlsng0mHp+h+5i3t/5+zP3VvfJFocH/vcz3HLW3+13GRKwcXFAb4qm6yiYihqkGxvc92Go3zpkUuwMaxcFBOvOKIl+U7bWJPXpXCQ1RR5Q1gMEFI9ArVjVczAyfm1rkyEO/JWjDOKYGBxoQi1pi0zZGqEPREFTGZB93JUHKG0wmiFW+ngixy8w3/lQTku/XZ0tco9nd8/6+fwfOLWN74H08uF+RGaYSJRlesu/QHxnjnC8Zqww6wjXOixauvpAw3WU13sUd2nKZqxuJwFwizxRtN6rIPXmrwVUVQ0NoF0PCBathQVaZfNWhJbxu1z14h+x6uEfXL3/e+W1kW3ppEkLcy6ZGCKtk425rFVR3LM0J8sdc/SEIwia2jSpjASgtKCuEhUKUQNlXmHN5KkXtVC8UaR1TVZU+LpYOBLUd1VxkfJVMoVqm2HazcabKsqxb28ELaO91QfOMCuTf8Ev2FyeFwjjLAe8bJJJqxSQimpLN4pSRw4hGKnFKqfgRHFVRcF+EBLP9Oqb5dBMuGrKs0rYvHi4xAfGvJGRNGICJdSTJkNtnFp8xWYIXUq6Fls5exTxldVqN20lO3e9D0fOrH1u+znXAt2Vp0AbKy4eMssc/dtHS6cYrcnjASbQDFmUdWCOC6oxymvm9zLK6r7ac70+b2jb+GbwUY6tSoq05iunD9bc4TLhsHkCbZ9IEF1suaYYQYS3IpYELjEoPMAlcRr168/wHuHaneFGqkUuw/8BgCvKG22vnHnudk0nAu4UA29yr0uKXmlmvIqYyaZHaBsLIFq7oZZeK+lZ9U4j87A51LNCfpWqHdVTdixsjmvlhuSQoTtXAgmE7E7yoQPSqwYv/ofzl6l7C1/9YO0twS41zWwMVz7zrukxxzASzAqyQCPsgpbkSqu9ZpPLl/FsW4DitL+MpavuQj2lQmFWEq7qxszagU2MHQTRbyg0Vkp3pcrkgU/7C1frQznVZm8JpeWklX9Cih7nTWSVPBIcNaoyvrSH4io6HIbKsmwh/3uh97Lq/7pXcPvxLna8J4TaEnCDkWt8gJfiWTd1assmlVxOtGfkdfptfNYJnXxokkTtFN0EQ2ZOsmStPkMxhTGIwJ3prQpU/L9MRkMJuDqn7uLh997ds7vLTf/GjpzwlzZ3uKm7zhZZM6XYqdrrUUlvT2AyFiOrTREhLG8M0trTimepkS/BIRWbBPpsdfFGsMGBa58fjDwDMYkqM1Lgb+8Jok3Z0r2xgDZIGg1FMF0oUZp0NVY+ni1Lueyl8RCuwOVhF2X/zS7HxMtkDf99Q/hjeLzHzm/bLsXFcMKrZxDk0sBYiiw5lZZC6pM7KxuWkprRLvGxoPyrcpkRF4Xdf2gVxD0bclEMTJnM4ataHjKvne5ZmcTt9/4y1A4fDMGStHU8v9cZHCxkXGbskJbatWEgSXSBbonTlAuFBtikxkRdU4UaUO+30VV5mBRlQ1VfwbAEC8rqkedOGYAumTuZGOGgZEvQ9ZU5LXVyrAwPcOuJuxaWTNKYVHVqMuy0e3j0pOtT12vx6367QB8zH0E4KXXNukR3RNdzp1VwT+jRMsiCCRB20kJwjIuPTGRoIRpSyHMkGCxR7BisLVoqLHgA4PKLPFcH92MKQoztBCHsjgk+o3g4fXf9+HndP16obj9hl9Cd1OK8RpuooKNDW+94/1SHCxvJUVVD9dakPYFZWWM4aLMG10ASp6b10VQNGtRFsQkIbCazLUJpE2FLhTJojAXKeMDXbq52FDiByjZn6WuE07uRShDvGxFzL1si3K1GJUHaO+FoVCKMqrZRWjW2XWVaDPsfuTXeM0/umt4vs9FkvEljzIhtC6wXsZxBnj5JBPKCoGyHo+TLO0JASpK4WqJ0BQLByX1ezUB4I30/7nQiEhVbmXBdojvNBadi2BhPhYTtDN0N8OFCU4piuqqWKGTBUadm2xt3oyHGg3K+qH6v9cQrVgGE1KxDruesF2QTkTkNZipdDke8f+z99/htl1nfS/+GWWWVXc5XaeoWpKxZVvuuMoYWxIphAQuxfQQAiQ3YNNC6MUQN53kl0uSm9yQQEJuCIHcQIIbxTTj4G65qffTd111ljHG7493zLn2kc5RPZJlo/d59nP22Wvtveaaa8wx3/ItVF3xcvdGCRQzA5cHSOT4s6RmVz7lULrO5clpXpDmXHLod/jEnoP89ukXUQfNzccPUJ7sEFKP6wgUwScBnwaSA1Pq0mAzRzWzFF2LnVh0rUhHProJKHxi0ImVXVkrgUSCfH5OJkU3XvoWqsO7SK7q0jtZ85q/+Q7+5Hd++Ck5z09qNPzqWDg1zgRBS0c8GKmIVQgko0qWllayrONEVLkgqBoVeZKR12rqmmQSnQlqH5MFjZ0uLCRbuDiivfBUxPYRSzmISXUAM6W9GVcDKA+VdAZzdg0mjIuMzTN9TOrwQfGpjYvYmubYiUa5hr8r58x1xG0hKMAGzCSKrg4C9MT7tNAWXSnMVGNmkG5Hcb9MEgqXKmZ75DiVl6QkmRiG9zqBloaAKsWzWoWAmtdSTBsjXyD/+oCqatyuPq9/3S+RXpxR9dTT0+3liUQD+46IDmUaRWtFq5gdGzC68i19BxaFGUAwRhoTLhCMaQXFgtak25ZyYLBz1Wq21B0pAhuKFh7M/KGHd6Gj6tu26dfstWgFPlAODWVf1o/yMLhPmqZVH6ZlwmwrxybRSSi6sahIM2sS4aonSa6uiYlrFFw1QlMLRpqyduYxFbhEft/baJuayzUAUVfCCOe9sxaLsQDKaXSVYmZN00cvUArGCJTcGG688kep9g8xSylFV/Pyb76JD/2nL5GirOH+Ry0JQIQHdz4lNCKusnabfUa0ZsJi39W6bdqbWS1UqOZv1AIzT8ea+bLsMU0TrIFme62edN2Pup/KHplKQZmMhI7kOpZy2TLdbRgfkT05GcvXfBUuH25zIN8CwNuFYGidSVOh5aXnUOwK+MwTUo+aG1wXylXQc82qTTFVIN1yrUNW2ZPzVvUVxYpo+Wi3aKyUBWTbCZlRpEahZxVqWqAGfZTSop8Qzp1rvTH5BszuXfCGyzHz8LSgnl6IaFAkbTPWyz6KMdFlI7oHhICeFItGQuM40GhbNHpiSoGrMUHoUmiNz2LpEALJ5gwVcuqOoEZ0CSpngR7sPPlQxmrvQBq4UZy2uZ+43FB1BClQ51GTJgjFU5dg5qp1FNJV01BQgsLtRFtpIxQ0lyrqLiQTWuSXcjDda0nHYOaBZLpDMFfHAUYuv+/TQN3zKKcwMxHcrbpRk6IM1L0EO4nd4sRC3KMpS/ks5xGZN+hy/Yt+mt6RAcVQtw2FZ+KZ+ELGX5lmQhvOoZqsrHFxUPGubTUBgePqUu7coU0oIlzMKkJiUYlGVWYxcQsishS8qDUHG5sOzke4fkQC1KqdtjVWM0+GqNV1N7wNtZyha4/PLKODltXPTlEeqkGCTxVrz0mY7ROLQN8NhESxdLNh+0rH3Fnmu6XT2jkT/dobeHgKamRRXjHpVJxJenx+doBlM+UF6RZLGq7JjnHJRWfYY+b89srz+J/L13DvqVVpImQGujXPOnKSflIydxZNYFonbMy6bLol6q5h6Q4lUE8fWnoJKvJSlSbUNaGZ9AbxmDaTkmSat1DUL6Vopgv+wXZLStaU16qdMoRIW2kSYhpUjoucExVai9OmQSDfi1ZAum1atf06F0ifFBnIpLOnnjR0wgv+4VGqAcwOeJIDU8ppgj2ZUvc9KEh2zfmp57+HqU+Zh4RVM+Hmg4e4fbSHqzvH+O2t51NXBlOoluPY6Hr4jofcoYxH2wCjXE6R09heSQgK06uoC0O9LjyccrDo/bkswnSX5XyE1As6YmbQlaF7CrKNICimRKNKaSgQLc3ENiXIxKGqhEJVVeilPupwRrbpn3b2m080VGz2BWOlEZDa+P/YTKg9ydZcmrJxLw1Rd6I9Ezo2E4wiNLo2HlRZob3H5kYmokUUyCvls2o+99Ya1EtB/WRFMIqQaFyi2LzckI6gf6ym6gtkduvKgOvXkHpCrZnt16QbmnJvRXlygPKKuieOLXYahboaKpqVYqruyXvSFeTrxCkX1FY4zCK2uoD0CupA9m2fSpIdkgDdWnjuA0M1MuhSk4xFKLe59vPaC1xaKagcajaT/dZamEzBGIJdBvf0Egq8YNHspZGyoCNqJpiIPqgDurmfNxNeJG/QDc3BBcC3zXyUwhRuYf/opSGRb3iKZdM2iYBY6CwaSdf+g6N8/Jcv/BTyK1/zVnzHUvUNx1+hCRfN2f3eDgDTvYrZ/oC5eMxz9p9gmMzJdM3J+YBPffxSrlk6RteU+I5Dl1YK/lqaVFVPUWcwPezxw5rlPcLh0CqwNergCqHq+SVYJ8VOFYN7FKY0lH1N3ZOG7XwVqkEAE6g7Pk6+FXWt2LpM0zue4DONmackG1YEB61FjycE586yj2wi+ABat9pCXzKhFCExIn5ppNkKRESuh8QIvbd2qDLuzXkiuaz3qMah0PkFCkepaMUpjQpde0JmUEV0L5g7ktrjciv6Ky66ReiGyvXkvd1qJScoRTkUi8fZLsXyHaJrJmKmitk+qDtB9te+k0HBXFH3BCETbNxna0EclEsLdFjdD5Qp+NSDDfiOoG3tFHxszs73KOxMkW3IG61zQZtVA/m+2l2hc0e3V9DPS+aVZfuBoVjNa9GkMKUmSxR2UqNn0bHHRkhSUUJEPyofYNBD14Fk4s9p//tMPBNPdfyVaSaECJtrElBM3GjVIgNqIFxgWmHGBiLW3GuUj5uMjeqDPn5By1HXIU6W8gQzraK3ekKxajEnvAjVONUKP77+ul/kDz7w5NhuKRcYXWTZvgzGh7tka4vkM92ClVsFZmUKz3xXwsY3brMnL7h9bTdu6ChSjZ1K97PlI88VKii8DRTbGQ+MM/77A6v8r/5zuOjFv4pROfOQMNAFu3XCNw1vZo8d8V+Sl1B7zaxOuHy4xnP6x6iCYavukCjH6XLAVqfD7dqzMeixkXRItwyD+zTZliUZ1dhxCWWNagrqese4pq7R958iPdin7pgvnYZChNk24bJoVRShzY2gWtAKpX2cikqyGyJ0XJdhoaHgF39TRPGE7qC1RxdyzvJ1+Xey3zDfA3amybZ8tEULqKBxmXpSJpENzFvVinKc8i0v+hDHiyU6umK7zjmQb/GOz7yB4u4BnVPyPv7j9x3l8F7HD9z3VTin6ffmbB22UGpUoQmpNBGWd03opSXPXjnJWtHj0+YA1TQBr0gSh9YBoz0qKxmbQGUzgjHYmST21YqDbk3arQhBkSQ1nayirCybYQgYbCFFhks12lkSQMdJEEovOhNNolZWqPGM1Q/O2HrRftLxl1Bm20zIQlx/TaNgZzRosJ3N3eY5zZQNWqszpWPDTEszN9Rgt4tYvGiUAztx6CVF1VcQUTamCiRTmBrFc3/kKJ9++4UvynzkzI4OayaHPdWGZnLQCk0oQLauyG+x5Bs+OjrA5AC4PMEUUOyvGRwaMR7mlEsZdhptAktBLxS7HWoo2X4YJwRjIsID8tPSEy8HgmhwgdYy1XUi1LahQzgFXoEJpIOCKrWMTIqulQgF10L3Wf0cJOMaPatlKm9MFMlz8r1SpPeuU1+5h6r39LOOfdwhOnLSNGhpN6qlO0F8zIe2+BIXHfle+dA2cPEeFVRsjulIZXDtoEJ5j66kOFFOxOuCUqKOH6krQneQrePa7zvKx//lhV27wejoQiUNuK941q18cvkiKm8o5ym7ejPypOLjdxyBkaV7XAq15772Tu6brZBqR7ZcUOWOsclItmRqWw0CbuDZc2SdTlqxK5+iVWB93mGYzdmcd9hc65F2K4pVTb0MQduYX0jzOmiohx6fSDPBDCo5rZV0CYuVBJ8oyqFFl9A9bemcsphxgR72CbM5bjKVvXdnQyF46uMnCPpS6lz47V8q0aC4mnUMO9AJLohWkFKo2kkurDUYhSoW9MidqF2a5kNNSwUOzrU5spmWLaUC5DMrl+KMbioN3CvfehSAW3/8Aq9dLZpfs92ajWscyYbh9MC0ukfeQLYO/bEimXqSSeD+18ve2+gYBK2Y7iM2cGkFfeueIGno1ygdCKXZgT6S9VnsEweieqCoo9iqEr1W6pUaMkeS16RpzaWr6+zOJ/iguD0rOTFYYjvPMDOFKRTplqazZhjOa0HZVA7qB/GbvEfVju6ta2y8ZC9fIlnu0yOeLi4KT5fjeAzxV6aZIN1RI4I0yA1clR4/7KCKipAlO6a4btEgiFAv5T3URC6kFi2EVLjVSi2s+JQP6GktSXMUv7HbBcUVcPwiS/eunM4ZWPn8FAC7Mb3gC+cNr/gFTKrb6VK2HTnJDvZ+bCbFYO3aZkaIk+3+pKT/NoXL+/Q6luWeohwqRkdgfnGFPZXI5ugVIfHsOrDNUj5jY9ZlPMlwd/f4tge+D9evOXzxGTq24iv23sLF6Rpzn3C4u8nEpfigqGPW1dUlW3Q4WQ45Pe+zXWa8ZO+9+D0af6XiL48f4eTVPSl8t1Py0zm7b3bYfX2yB7ZRp9YIRSHTh4mc084ffhoAvbLMjYe/v9VS+GINn4rtWAgQ6kDmAnUuKBk7qvHRtkhX8nnWUY9Du7AQS9whbNc2yeJnb7fESquh+LheSl4H6o5M24OCtVdUDD6T0DvucbkozesngfLw/B84StUlQn0VYWz52MZhPn37Ifq3JeBh1+dq9lUBQhVv2oof+rvfJ8ggrTiUaKpeTi/TnHxp5DtvWcojjqK0rHSmuKA41NlkePGc9aLLHWu7SBNHoh1FLdvinuUxo7zC71MoFTAKusaRGkc/E5rNrEqZ15bEOi5+9nF6zyu5d3OF6SzFFQZmlsGtGXY2ZOWWAjutMGvjFvZOWUphNp4AsPSB29m67gquv/anee/Hf/aCn9+nOnyeoOdRDKxJTHfk88o5mXg38HEfUEbDvF40FEB+r6xln0Yatz4xuF4mujYukKxP6flAsZqinUx6p/sMs72KbA2yzUBnzaG8ueD88698zVulIBtalIdyGBPpGQzv9iQTTzKKjc9YHDbXbb4e2PNxj081qvKEpIN/ccbk6hJzX8psn8f3HKZTM+zPuXx1jVQ7Nsuc4fMKjk2GnFhbYrqdMPi8bQX8yqEgGZrmXHm4hAD2VIKqxYXE9iqsdRjjUb2CEBSr/SlKBdbHXe65pkPv8x3yM9B/oCLrpgubOe+gqgmbW3Q/PKL7YXj36X/N9S/5Wd774Z++sCf4KY6mESuaCKJ95DKNKTwqFqSqFpSHjRQxINIaggiNah2nvaCcoDtCGqfE9Y7fCQE9r/G5pbOWUHUU890wzRTdE0Jd8VaGAE+G+O0rv/admIEI7M1WNckIJnXKtEyZ3zbElIrJdh+OB/YFsFOPjmij9U9ewrFlzXwV0gA2hekhR3Gxg7GFYcXy6gRrPM5r7ljfxfbxAUcuP8WezoTnrz5Adqjmt295Pv09EybrXcoV36KIVKni+g3Qc6ACrtSEWoY5emaolx17n7eG85pBNmdapdx+Ypn0vmXytWUu+sMN7IkzhOmMUJb4xu0hxvDX/wIAnaZcn7+J985//cKf5Kcwgo4oghDQs4LgLK6fCYKgiHtQpED43LYUnp2CzVT1gtKkdbxf7XgsNhIbsUZVVbKtqQ52Fki3paFZrAjCUBphaoF6uEDxxpf+HCxnuI5Gedhz8Tqnwyrd+w35mjQ18g2PKUN0WRBNo0t+t0bXXqzcU8V82VDnCvc31tl6YAlVKpRXBB3ABkJhUDNNuh0FHPvSAPQJmJHB7y/Q1uOXJM9SOpDnFfu6M5azGR5Fqh178jGVN6ymE66/6DTjfTk3HzpAPynRBEpv+ORdh1h7YMDejzg6p0vMpESvI2t2NheUQmzmrnzwGBuvuOhLJl94Jr54469MM+GPf+9HuO7Gt+N6KWYSIUNGo+ZlC7ttQylU8C08rFF1biIYHSHfQbjpqBbVoEonhVohyuV6VhESQ7dfMCkNswOefENUcLPTM0JqUZXjhuf/JO/55M9fkPf6/g/+BK+/7hdl0tCxuJiU9I574WRFQbOQNBzZQAsoVmJfaaZz8vsL8NB/YIj7uCYZzQlGklCXaeYrq9z9uoKkU+NKQ+gI71yPLKe3+xxZ3eDWyT580GzUPdbKHvPaMq0TnrdyDK08x8sljs+XuG+8zKjM2Njo8dq9t5Mox4fWL6WXlehdgUQ7tgc5nBow26UZbtf4YY7ZzmRjbYqRECdCWuHXNwC4vv9t6EGfdx//5Qtyfp/q+KP3/ijX3fA2CEJJqFIjziRTSehUCOBk8uDTRll4MdVq/q/j2mwF1bxHad1OyABCYkS80Si0E8u44qIanTiUT1rRTpl4qgtelDXQwnLFY2aSMN6/vYSeGHrHouXduI6iZAv4pEu0oCtqSd7TbWmyHHkvrWaI/4il6iZs94Z84HkXwXJJ0qnJ04rZOKPu1AQvWhPayPVujQPJm0iNQytBLoSgmNcJ0zKhrCzOaQ4OtjjQ2aZrK1IjSdsD4yUe2DjI0m2BamCwo3IHpDTSHbSW9Vs7QvAs/cmdoLW4PiRyQt5999ELe6KfonAdI3a6lcBhfWplvcbrNSBJG3VYcPMBksXCanUTIsWp5QDDwta3qluKRDIW8dvZqnDARcVbbMrM3KPLgOtoXvV33smf/daFcdP5/T/5cV73xrfhEsXWJZLY+txTDTTZphM/8cpH/QbVCjE2789lwmcORqPqwP6/mKE+CMpN8VZRLSVUvYztizt88sASfrkiVJobX3Az60WHwWDG5mZKNQBTxWmbii4nGqoDJSZ11BOLzwI+kwnvoDdnXlqUCuweTJiVCfPa0kkqEuuwJ0U8SLtA3TPYeSIFc1FDM7Gv6vZeecPKd6GMFgXyvasAF+y+9lTGez7xc+IRH69TFWKTIIQd9IQF7QFoLTt3om+C1ui6lvttvnAsCUoG5W2BFhsKndMVxeUpupBpbrEM+jSt5ZyLe9lLv+0m/vJXLwwi7M//2w/xmq9+B6dfIJz38uKC2zd2M1nv0tlSZJswuD/aArZUOvldUwb6xxy9UwozkzU+PpSJjsnIY+aakAyZ7LOUQ3k/uYP7pwcwz3uAXemE+2cr+Fozc2mk30kBR6nxnSD6TLmXG1mtoRC9FeURilniKZ3h2j0PoAlUQbM1zZmuWNJNw/iyIYPtqVBOq/q858GX0lR/g/46UJr3u9+4IOf3qY73//lP8IZX/gK6EDcyH9EIeNljm+ER7b3fLfQRoNVTwFqB2bd6Cjs6AUEGUkFHBERQ4Dx2WlF30qjVpNClPBZST1CB0LuwAwjfsbhcEGnrLytZDRp6Nco11AERom0bJjs00LySPEgXge4psc2u/vMyHS2OVj4VOidoQckEUDXMd4MuI51JQ73kyDsVnayiqg3WODpJzSCbs5zO0Sowd5bc1MxcglWeKhi6uiTTFYd7Hfal2+xNt7l9uo/p4YT7bz1COdBASpoZsqJCjYRWtpN6Ql2z8gd3yGcFZwk0PhPPxFMZf2WaCU243EoS4JxsplrHG7oXCFeMBeWBBSy8fXCh0Nyq2+5IDBWIH32kO7heBtQk/RI1CGwVPVxi6Qx72Hmgd+cI30l4wyt+gfd/8CcuyPvUpWfryi5lX5FtBcwckrE0OPC+nfCdFUr8bqWaiu/bKPJ7N0UvIqI3TCLKztkGdM9YpnsyxgflBjXvg51oirUO08GE7arDPbNdzJwkqWuzHp2kZLPqspJM2ay6bJYdTm4PKOYJvpJNdl+yxeHeMnNn6SYlz10+jg+a39l4Piok9I5rTKGh2xH+31bkRSoFwYGjFbtTaUqoLnBL/CmOhtOpa48uNSFZ3BjbhDTyowFU7CJoF1q+rxTfpkUgtFohkRPcThpi46HuWuwsYNct9bJiekA4h6ZQ2FkstqdB7Ebhgii5ByWTVL13Tl0atPEYHeic0HRPVQvbNc0CEh/PT2P9pEspAFqhyihmVw4ErZNMA7s+riiHOcUqjIcBtWdOdawrBcGgQpkgwqCJY6k3I0tqMlOznM3ZLHK25zmlMxSVpS4tvlZslTm78zG5qVhNJ1zVPcHd+W7+6/49jOcp3lrSTSmmVVEL/LROdhTREbDYwEutlQTwizyCVosmlomNg1YlP1IWrEEF3Sa6i881LFALDaqhEWHUok+AA1ILZY0ZlejSiCVnGVCVNNd8pBkk2xXKe+b7OgQlriF/8j8ujEirCoGtSw3VElQDsQ0zMzDzaCVo4/664zptqEYhNqVbSLLR6NLhO6KgL4kl9I4FOqcU030ZrgPvSZ7LpYdO4ZwGHaj7gWquRHix06jmQ3CK4GU6KNdFIElrumnJaJIDoAl00opZmRCCkmlyx6NOi7I5gJ3LmkzmsSnkBO68k26mOjkkibiXfDFHXKMq6iHIHqPET74ZJjRNW63O0lQOWlAn0ugqUN5LUdeIiVpZBwIXp+Wj20lNMkniniVw63SkULU0RZUL2EKEkS+kVWSdaXovXmNeWjIdmJYp6bGEbEMmu7pxq7GLvRbiv1EotLF0XLpNoDEhCq26zLB8+xzlAvNdKXVHUQ419/qD3H94hcv2nsFXBgoNXhxFxGUnEHKPsl7QkLWo8SodsFsGU0Rnqa5jc7vL1lKHri25ZnA//SMl/zu/mI3tPYxKQ//OLqosUUUhtW+jowCcT6DxizmCUVHjS7fXKW7HvcQj5xJibiuWu01DVvZq3dJ8W1HHBl3WNISbaUIt51LPKtJRoBgqkrFQq+xEURlFSGQ/vuyf3QTAnT/wxJthQcFkn2XthY7hrgkrnSnrDNCVWIfqSprHRPHqB6vkN84LQYGqZK/0SRAdglIJm7mlLsn3ySSKL9agDaDlPBrtCQYy68hthY8XSdcWWO1EF8yl5KZio+yyNx3R1SVH8nUOpes8Kz3BRckGWnluvfQArpOwdJu8eLqeoOaJfI7Wxn2lIpQyHFTWceO+74Vu5wmf07+yERZ59hc8ni7H8RjiKZdMUkodVkr9kVLqc0qpzyilvj/+/GeUUg8opT4Rv77qQr/2B979I7hMo2fVonDaeQaaDXInT8zTbrDtv5VHF/WCO2m1JLURSn4WbUEpqmHCdJShVMBah9tTMbo0sH2J5vTzDfVyjk9FuPFCxsbVYr1Ud0TIK1uf43MrVpZNsyQm7o1DxU4osvLyM5+nhCzB5wnlak7dT7DjEjsq6BybsvrpMUt3BTonQa8nlHukcD+xPmRt1uWeyQr3jFf43AP72Zx0GBcZc5dwohiyUXbZKnNmmx3CmYx8UNA3c5bNlK9e+RjDtKBrK/ZnW9y48kn2XrTJ9LBjvstSLiX4fkZYGaCGA1SLJNHy5RyhqglFgTJGNtsv0vCpTCwJ0iAw83MkQI3g145kr3UQKV0UBHVnJxWuSZTPXrPByHo2hUAWzdjgs0DVE2uv+ar4LaNkYqbrC7P7+RTmezzhWIe9e7Y5sGeL9QeWWL7NY+YuTnfj1K9p8DXXpV/820zRdjYFXSZ89qorx23nwqXMTyk4k6FLhZkJJz84hS8M5SxhUqSM5hmjIme7zOjaChc0RZlQzhJ8rej0C3xQ+KCZO2nUGTweDTNDuRSYHIJil9jHhk5KyBNIE5n+GAPWiLBoWYn16Vy8punk3HjVP74g5/epjj98/z/GJ1oEbHc2aOO0K2hJWElMi5Rq954oCNbuyRALcdG78anG5RbXEWvekNoo1CgFDEAylc/YZTBfXYjj6kIENP3OY3qC4a0gEvr3QbamGdySMLw7WgQ6sb1roxkuhbBoBippFqKFU48S3/NiSTNfUZR9UfpHiZJ+ugnmVMIDG8sUpUV1a+puEIHQQeSr9x2uE4TWME0wW4ZkW6PnmmKacHq7j/dC4zk97rMx6TKeZ2xOO4SgCMMal0tRMF9VVB2N68R7SJpAloplr4q0HecI44nQd2qHH34JJLfN/lIvbJQXP4/fN/oIEBtGKrpACAfdd1PJNZom7k4R3abwMwblPOnYY+axeImim9UApvtgfFiU5i/knguw+SzN9jhnfveQ0XqXyake3RPQPS3H09j+tRNeH7923msiUqNBZSofqIYJ5dBQLCdUwwQ78+RrNdmmZ+k2hbu/S1Fb0n6Jnhh00WilSFNBOUWotQg+F2JZSuoxpTiz6Eqe62aW2zZ2c+vmHu6br3I4X+eFe+6juqhgtgeqlY4UWmmCSiwqTdCJRadphIicHTrPuL73rRfs/D7V4TqWYM1ZejVtU9acfd8MWuNTezatzJpWxBGQ9W127l+CdHjwPq2KClN40nHAp0RnmYDvOug4QhLwHS9CyBcitGJyEahhxeGlTfpJSXIsJV8X5GYj4E3MixqkWksX8tLY9YnkBN7uaJTpxvEhCooqWuHbZBJdHQCdunYbKCvLrEyog8YHhVYBHzQ9U1IHzelZj2OTIZtlh626w/FyCY8iUTVGeaY+wwdNZ3lOdWQuwrupwmeW0Mshz9ohWaiFihLKEj+biRj5vADnufHID1yY8/tMPBOPMr4QyIQa+MEQwseUUgPgo0qp98fHjoYQ3vlkvnjTeVK1XySvmrZ50PIc4ewGgoPAguMYtPjWNoiFJtGQjYu42TYvqmAjpUwT6qFMa9xSzXQZqBTrz85ZuaWgXLa89Nula/uX/+GJdW2rpZS65xkeE4hWPpbjER/h0BaUZ8HbWEywdVlLF1TtEPKLUSxbTCEFU8PBy8/U6MpQntCMh2CXCupZwrGNJfrdgvE0I5zJKFYUATiV9Si9YVonTMoUsybw22F3TqpqNJ5L7CbffeAD/NqpV2IIJDhS61D9iununKAtdpajC4cJA5jNxMPeLW5USivZbLe/CFt95wjVNAx2NgSae7xvVMAjHNXHJMIJh7eF+DWwxSaZCA1k72yOetOYsBOZdFQ92mImNPqjVoSr6kxg48ATgo63PtB9x5nP7cangQN/Dp3TZYsyeOhJiZOFFmIsGOIFikGJwnQVKJfihAIRWtK1JAvphgiK+TTgC4NKAswNZJ7ZOGOuA2MTWNvso42Xy7vWhKkl6EC64jjQHZFoR24qMl2z5bpMXeSnL9X4XDPdG9EyTpqStnKSqCkPToNe7D1hXkgS9EWOqtGlOyuB3UmrwYiQoohhNYkpMTllgZqxYg/biOAFY6Ux7ALUtLDydoKGCC6mIyhR6ApGlwSSSU73hGht6MJTDy0v+5abCJoLAhs3pUBhB/eKPkOyXct9IsLDQ4Ou2CGKpnRoEQo0tq3x+tPR5kzXzTXa/FwKTTtTFJMUJoaQeZQKwuMt5FpVTkEAu2nRlYihgeg11DNLUWtst0LrQJbUdJKK01t9ZuOEqQ6okZWCtieFQTlQmFKSW1N7YVJlmSCBigK8JtQVbn0TtTVCz2ZP+Jx+oeK9H/5prn+J8JCb8w47plc76Y/Nkt7ZL6uD0BwjKmdnQafqs6HlwRhUTBjMzJNMFclY41KY7SU+R+gFbk1h58L9ftm3Sr7wv3/tia3dugfqjh5pCW6eYmaQrzf3jua+gWz6O8R/ifbEutxBMzSLvEiXHqMW9nXNPq1r0YLo36e4a7APVKB3RsQfyyU5j7pUqG25rutugCTI5TEzqFoaaj4DZhpsYDTqME1SPmkO4lc0G2WP/fu2OKGW2LgyZ9UNSeYFgakc/hyU1ijnCPXZxa2fF0/ofD4dor1XNuu0QYFpjVI7Bmcg+3BYLN9gdUv/VZVbNBKUaqk/gOSIIMikZt9ygWTkKJbkc6/3VCRxjymnHclTSs0VbzsKwO0/+gTQNQ3qbCPlM+Uh1MQwPAbpONpDgrwpt8jHG8Ris+e6TASrTYBkKvoOutLonNahJZ3A6GAcFoqkB6aQ3KF0mvlGTr9T4JymLOW8ddKKsa2og2ZMxrROmJWSN4eg+OzWfqzyHO5tkCjH5ekpbp/v497pCr1OQZrUTPfn2HsU1SCRfT8EQeLOCxk8GCM0X+cl751MW8rDM/FMPJXxlCMTQgjHQwgfi9+PgM8BB5+y11dAnMCrOJXFEzcbf9aEVrmw4OM3EHqt8alpp0yq9phZjS6cTH8rJ9PfBtEAJFsl6aamd6dB359L110HrrrsGLsObzI5BMnmjM7JIiaO8PJvvukJvc/JfosuhOLQO+Ho3zuPN/k40TWKkBr5fueNJtIcVLTGbLn1lYv2ZIq6o9i+RKCxTQGaTGrSsSfblAS2LmRDK8cp89JSTlOSbSm+ymnCmXGfB0ZLjMuMeZnQPS4q4rMy4WS1xDwk3F0vM9Bzrh3eC8CymbG7M2FlZcLk4sD4kKLqW1xu8b0M1e+huh2Z+mgVRYIiSiF4VK/DDUvf+YTO6xcq/vh3BYrtE72D/3g2bFFF1IyqfIScNj7nUUm/QZ5AS8NpolFzlv8IH1LWtCfdliloviYcSJ8smgrFsvAVtQtnwXyfSAQN6SnL8i2K3R9T9B4oUD7grZZJshIvdJ81k2bVZkHNMSgnNpemEIiuqgN192yNh2AQLrKTCYSdSQKrpwYmBj3TMDWEcYLfTHEbGf50RnU6p17L8aMUMzKoSqNVYH++zcDOyUxNFQx3z3dx2/YefMdjOjVqWLH5bM/WpYZyOaEeJPgsgTyFNG0T8BYVBTJ5qGtIEm48/P0X5gR/AaNBwTRfNFamqZHpWLR/VE7WINCiEep+QjVIKJcTyiXxFG+LcEV7N9NFHelAkTM7DdgJVKs168+Bqi/ccFN4konDzgPZtufVX/PE+thBgZ0Feidr8g1PfnIm7igPtnI964TE/TgmqdJ08JhZhZ7VmMJJQp6JxRjAR/6ft6ArFtPrsrkXKUIaqFfqxVqea8xUL5TNo10bKqDmGiYWrQPOacbTjNNbferSoLTAyc1MrGHnl5QUFxeMDynmqwYCggbpJJBlqG4HZXboXDhHqCtZt0d+4It7UrbzeoQ2dxA4eLzXBCIyKj4nTm2pXDsdDpFW2YovNnofce9tGmK6DqRjT7oVC+YkUC/JtZCtqWj3GQ8t7rtPNF+oe4F0G5ItQdYs3SX2qgAhEY2P9iv+XxqBClVF1EYUAA6NJk8I0fpugYYXimmDHIN0O9C/3dK/NWnvM+mmItlSLfomGUeV/VKJBW+hSUeQjuS6liZzFMxUgY1Zh7FLGVcpz1o+zbMvPs7WVYHTL+gKirHbReU5utNBdXJ0nqFsctb6JXgInjeYr39C5/ULFX/03h9dNG4bt5ymmLYa3yDBduSpDTo1dFLcII+IW4PvpvhOQkgtIbELQUa9g+4A0lioRa/GzhymDCRjoNJo3aB4gwgamkCwkus+oQgBnwT6d2u6tyUsfV7TPS1it+09JvbqdRys7MxVQnS+8naRG+gytJbCO2HvyiMDOSN7fZ1DMoLkeIoZWabzlBAUvtLM5gnb05z7t5e4b3uZY+Mha9MeRW2pvGFz3mF92mV93mWr6nDrZB93lHu5fbKHY6Mhq50pB4bbzC6rWHuuoPCaXD3kCXRyOf9Kybpt0FCNcKZW3LD7u5/gyf0rFk0d9HT4+iKML2gLSyl1CXAt8L+BVwL/UCn1rcBHEPTCxjl+57uB7wY4cuTIo36tV/3td6J8IKk8oZOgRvN4o0c6fSpin5xreeNBqdbvWbQPUuqulZtjKpNPXQaS7XjX3TFVQsVpvjKYScHF/8sz29+hvlezdk1CdfGc7zv8AW4r9vHL69dR7O2RHxuRjlJ8onDp44ff3vCcH0e9K7D03/ew8qnN9ue+k7Qcxqb40olGl7q1qtJFvRBHy+yO9yPQSjtz5NFL9/f/+J/whlf+Aj41Aj33krwPbrGUy5ZqSeycplUPMzKSFEwsKEuZ58xygd8mE0hHkEwV650hf7Z8OX8SrmBjJobwb7rkL/nbw09RBSi9oZuWbO2fMdulOa1ylu/Q5GuKcmk/dlqT3HWKMJuJ6rDWEGFgbNSY5zyLG573E7znU7/wuM/v443Hu3Zf/F030VnzqJ5BVwEb3UKEwxcISkSQfETLtMJgDdxfKapdXSkArMJbjZnVJOtT6WyHELU0zvaktqMCu1WQrRnKlZxiWaDqJ17l0XMNQcUbq6Z7ykvPRsMrvv5dfPA3Hp9+gk+BYYU9ljF4oEYXPlq4xkaYlmuj7jSJtyTUdurbhEH4xvIexfoSgtHkG6LY/OFfkSne8958FFMETEH7XrINKIcal8sUtxpIoaArmUQEI18ulSQ/WCnaNtZ73DtcoWtLclNxpuhzy8ZeNicdbL9i/64tcluRHnZsXNVl0+0lXw/4tI+ZOnTlSI7FJieI8GJZEaoqWtkawr5dX3Rr9zV/8x2YVES8zKSSAgpaAbCGZhU0LUdXTyXDDDYmsqmh7iWMDiUt5D5fF+0LVQex3YPI0Zb1bLcL+qMyOj5YkqnArF0Ks90Gl2t6xwqy9QI7MdRdiwpw3Y1v5wPv/pHHfH5e+9feTt3VTPcqlm6vFhB0rVqx0NZvfWeuoCRJNcUOg69G5A7Qs5p0lJAMZb03HHmXSzMh2QLlrFCDek4mjrWmGsi14bqBeujb1wqpR9kAI3GdwAbK0x1UreQrgO957MqcNK3pPXfM1aun+EcHfp/9puCtz/lK3vOhF5Bt5WQblTio7B2iCodWClWWuI0tlPYEH/Cn18Bo9MryYz6nFyIe77p9w6veiirluqyGWaub0Oy7IEVZ68jg/Vl0MZ9auS/u6kqxkkaHnVIatEGfLaQW9KIRascVptB0E9F5qYaKEk0yVtQdaQiJDaeie9pHVOTjP0ev+D/eRe+bt9F3LWOnRMeTBYpAii0WdIZAu74b9JqgO1lA36MNbPe+cdsked+HforrbngbQYlYozVi3bp0l8dlInpnytA2Z/J1Ec/zCbhU4RJxlwJYvl32CFPqeP8zlEsJxcCz+qzTlN7ST0peOLyXM1WfM8/usba/T7Cr7PlEN4oTynHqU5vo6RTKSH8tilaM0fR73LD0nbxn61ce/wl+nPF41+7L3/Qusg1HVjpCZoTWG4KI2kbKQ0jiXgnSUJjXqLoGH3DDTqRVKsysptzVwRvJ/5LNAuUTVHTQaQZTaHFFExHGWvbxGrqnPPP7LTOdka/MyVdnBK8oJyl1pXFdxSX/6p3c/b1PAM1oIN2G7mnX0teCVrgHNXF1I5Gxsy9oY3POgg8aO3VoF0imnob+0lhfX/OWo5hKzpe3UC3FhkMtTZL5/X18z0metZ3gvGKeBMgcaV+QlXVhcDOLSgImdSRpzd7umF4+5mOTS8hNxesuuo0blj5FguOSKyaccBnfGL6fI+9zBNtBV57Qz7GzeXs7abVY5gWhLKWBdMXF3PCCn+I9n/i5x31un4ln4tHGU45MaEIp1Qd+C/iBEMI28K+Ay4EXAMeBd53r90II/yaE8OIQwov37NnzmF5Tu3hjTK1cbDEB2PHH2wl9M4loEsFgLeVywvYlCaMjAlXavMwyOWBxXbtQb46iNz6z1IOMekmUjc36hM6xGd2TJdka+LkhUTX77BbdfkGxYuR5hYcA6djz2r/xjsf0/ppQteNAf1sg8S7arrU88x1TjZ2aDw1frvYLlV8Tu9cRFk+E19uZw87izqxUW8SZeWPBE6dgHQ+5R48NdiyThsF9geXbPcu3Boa3KzqnINmWAsGlkGxr7jyzi9tP7OH0mQHr213OVAPuqzu8Z3I1XVuxrzsmTWuSvGa+1zO+SDD3dddQLaUw6KHyHCI3sp0qBY/79C2P65xeiHi8azdoSaSKJdP+/6wpNkjHfOdNcuf6teLQMd0vyuzjiyxbl+eELIkK8qa1MXW9BNe14gLSi0rus4p0bU6+XpOfqQhWOJANXBWICZ8U9roKvOpvP74pb90LrO4aS5FVn62WLu+X2DCJ/42TruYxEO56sKqdCKvao0pHtiEcyp3hcoV2kIxDvF6ksZWfkWZC89U7Dt2Tgd6xQPcEdE5BfkaRjBRmKoibuzZWuXe0wnrRY+4SXBAuet4puWy4xrOGpznY3eJAf5vtL6tbpETdM7jcEjqpaCg0EVFCwXsRWrrvxOM6pxciHve+q6QRWw1s5FELvcznyYLXq6J4W/ys2+aRUVRLGaev7bJxpZyX0cWB+R6YXCSaHVU/ChQupZSrGcWulGoo6xbvMdMSO67I12ryNfls646s1bpjIvR8xxp6ApFuO/oPBHy2Q7XfLJwbGgpZSFTL323RcfHlGwpSSwXRQsews9CKnso5Eh2IbCtEyoYiVIpdu0ekw0L64pmIkKpaYSYaM9aYLQtzTchiEVzFJoJTsTEHZqKp5wkHl7f4W0c+xdfs/igvSlMOmgE/su/3ed1LPy1F7sBS9xOCNYTMQJIInD86kCitpCira/zpM0/4/D6eePx7LqDB9dKzaGWNBo2qXbteW+RXU0RHGkC1lDI+0mFySCAlW5en1ANZ964j17xPDT6RSXHVl5+HRK57O/Mkk4AdQzKSRoLrhNbxJhgRYqxzhUuliHw84XKF1h47gWTiWzRbPIHtnq7r0DYSGgFq3wjbAa1AahzEqLJeTMQbNHzX4DOBv2sXxUGNnNfZXpjuFWG7fF3ef90RjYiqp3C5oBQ6Z+T8eqtIJp5sC/I1yNZoVfZ7puTVK7eS6YrdyZivu/jjfPnldzHbC+VQ1m3dS3HdBHodVJIIKiqxqM5C58ONRo/rnF6IeLxrVwVBXYXoxNCiX0AaB861+kItTTcs1nij3TU+LOu2WLJUfSP3qa7kBW7QwfVz3EpX/u2lgrzppO0gQ0c7xmwLuqszrPECINMBkzl0XkOQ/ebxhssNqooN/8JjKh8b0wv0zFnUo6b5Fd8zsfHQCOIGsxBjNHNZn+3vxvOna9qmQtCSs7TN2Eqjao0dGZItjd0y6I2Ecj2n2MgJ6xmq0FBoXKkp55atIifVNZfnp3hO/xjXdO/jsB3xwqzioBnwojRl5Xmnme1L8ImhWMnwuSEMeoJobPLBiE6QE+MJt9z1uM/rM/FMPNb4gjQTlFIJ0kj49RDCbwOEEE6GEFwIwQP/FnjpY/mbr/5b7xDP2fM8ZiIUT5KrCC9sNtRWlfnshFKFIEW4UiKSaBXdU1JE/+l/l06qywRqX6wkVMMMl8udvu7LJKwaRo5UYtGTArtdyI1y0/KRyWUUIeGipS1mq5p6KcNOarHhyjV1pnjl1z62ouzGK38UjObW03uwTeHUFJZRTVxXQTrz1Q7OXFhMVdpCdIcgT6Oqrov6rGTXdQyuY9Clw8xr0pEn3Q6RZx/AepKxIt2OsNwgXM9sy9FZc61tW5Mcp9tQPtCD+zuo9ZR6bvFBcVu5n3uLXaykU3alE/YMxxxc3SQsVxQrUA4NphDrNbfUkYZCFoXBdn6uSuM+c9tjOqdPdlx349u57sa3n/OxF/79o8KbdgGXQd3VuNyIP3IiQnTSEIiQt4bX67xMj7QSznqMP3z/QsjPJwbXTXG9hHJXTrmSM9+dMt+TsXXFIqESu0iHHVUko0pQCZX4LStHaxOJUrhc43KFyx47subqnz1KsAHnFckIQRbsoHK0ThV+Yfmk41RO9BJiMqAjyCiLNJ4I38xOTKg7i+Nq4YrxWE0hTbB0OwhMvEIS+bHwe8VqCsw8kG4LH9+O5XVVoRltdZiUKdtlxnaV4XykAFmHR3G6GHDH9i7W5l2WL9pmdLHQNVwai848JfQ7UpSpB50/71HWoo5/YYqyc8VLvvOm867dV3z9u3jV33mnKGk36zNq07iupe4l+Gwhyqgqhy6qiJChRS4EBSu3yJTwo/9WpvLVwFMNRBBwtlszPmDYviRhfMCy8SzL2nNiQ6YRHytr2Zu2AqqSxlc5UBQrFp8Y8fEunPiO5/rx0R20wnU0dhbiniZ7bTALpJCuogtA1NfRVVOk+TbhbZoPIdGtboSd1gtqUYxySCuKl25Btq4wY8t4lrFrMBHhszRgJ5pkpLEzhZ0qsnWF3bSoWqErJc0EJwm3TxHbyCQQSs3F/Q2uzI/znPRk+7qX2AE3rHya+crCIliuOS10nbh2W8h4EIQCOyHkT4N45de9i9d/xbnt0175de8SyqILssda1TrF+EQv+Nc7J58utCgFjBJh0B3owj9634/K01LFfFfCfCVhfChldCQDoBoYxgcTto+kbQFv5p5k5kXsbQSu63F7Klwe79NI/tGsi3PqyTxCvPxN78JbGG134n4aBy6xCGtEF3XpMYWsVxXvK34HFHxB+6BFHMkbdvjc4KMtZt1RFEO5ru3Uk6/XqFq0RnQNIRENHlOK7k8xFPRC1UW+BlAOpbne0C7TkSeZBvKNQDJW7O+NuKJ7ilU7ofAJDkVXF9ywejOD561RdzV1R+O6gngKWQK9LipLZd0qxU5Rxi9kQ+Fccf2Lf0ZsS88RX/5N74qOBKq9/wlKxgpNIbcLrTAWuR7OiSNDRIU0zc33fvin2+d6q6h7kuuOL+4wurwn+cLejI2rBUUatJamcYBkJgOmZCS6TIl1GCO6Lo0rR8g8Pgtc+i8eeyPsDa/4BcqhlbUT3Va8OVt0WdyhVPs97BiiNbpRzRAiImBCstBbCjsqJOWiJk7TUIjfN1+mUFArVKna/MEUomujJwYz1dixIIFVoQmVxpeG7SJnregDMNBzdtkxh0xGR2Xta3/v5X8iTbWBwXU0dU+ovQx6qORBFB2gcSh5pqHw6EOFsz/PL/TXF1s85c0EpZQC/h3wuRDCTTt+fmDH074G+PSj/Zuvv+4X6X/qJObYGW489I/Oeuy6G98uyvdxc9Au4DsW38sJEX6rdjo4gEznIxcsxGaCyzR2IkXZx/6VJLWfOvpmXAJ1LhOyYtky25Pyvr/4ybOO4b0f/9kFHx3Itj2dE4rfvPNafvfU81lO52xfERhdkqNqR7JVycaWRZXZxxJxGja/v9/e4EPcYNtizDUTwLM//qCUNE/iVObBk4adE4ZzvrSXBCjb9vQfkCdmvRI7kUYCCPe3HGjKoWmh6uWyJMcEeV7nuCY/rbDbGkYJK8mE+8tV1sseoypno+zig2I5m3PtZfdR7nLtDcROnCRD/XzRjT/rTXqeTlZQX/6N76LzqfvofP4EN156tojWtd93VJwbSrH19IlivqIXU4LcUPesTAi7sbiPUyMdnR98EjU+NPzF/yvUg4/8u7fwkX/3FpmSxd8/V/H/+3/y4yJOFfmVZlqinCdb05iZJB12Frv00AqQulSoCC/9tkfP433uDx+VG7dTTKYZ+UZzw6ctRFtBulKS22ZCJk0xIpf4Qe9DcTZH/zxRd+X9JNOANzIFU0EcH+xM/nY51Mx2S3KbTINwdotGxFERppaitMzrhPs3lwkB+p0C7xV3bO7m7q0VJmXGvErwXuGOzKj60oQRPrImWCvThiRBKS1JQgiEusbPZkLXeZrEro+s0/n0A3TuXH/og3GCaQonBXPpqYe5uMkYsSAz0xpd1FLMTwr0tJTGT0OzUkqQWsAn/7nsuXf8kFwjrhNwOcx3ydeD470f+Zl279bTEj13ZNseW8RpUhdmq4rZgZx6mGPHpRxPXFePJZqi1FuBAjeNPR8pRY3GSatp8uDtJyySemnaxtf3POyaBVrF8WQqfPrq3j6lM20haApJal0u50uX0nzAg5mqBRfdAUp47KHvsP0Kqxw+aBxnX1N77DbTiwJ1R+5PTYM+JEbcHZIk2pdFNFxdCfT2aRLXX/vTDN73GdJbjz8kX3jl172rRUP51MT9TBq4zR6kQgDTCIGqRREdz0GwUqiaMvCh//SWFib9sX/1ZoqhuHNM92rmq4r5quIP/ujHzjqGBhmga4+ZOqHzeIFSD1cm1Ku1rCEl91OfxM9B0wo4P9oIRhoHfpy0yXTz87NU75tjiw3bppAPkTevzoXsebDWxENeXCbDdi4aP3Yqr5dMQqvv4VKI5jgoL9et8lD1NFVflO7tPGCKQDIJpJswd5a+mTNyOSerIafKIXfM93Lz9DA/e/XvMDoU3WBiM8R1U1HKb9atViitHlqgPQ3idW98G+rWe9D3n3rIYy/7lsVn7zNpgvnc4PoJrpfE5qam0cZqRWvDohEWEiN0NOBDvy75wgf/6w/ywf/6g8xXNOWSoVg2rVXtznjPZ94qea4LLZ1HV4HOuqeqDL20xGjfNtlDWDQylVtYRj6auP5aaXK4POZ9sYkrrmrynLPy3rgf+rjeG7XJFpEQ17pPm30Y/uy3z029UA6xhaxkP9WlwswVdkKLEmsQm6pG7IELFYUdwcwEzainBgrD1naX2zd38dnpRSybKXvMmEydbd3+7cNTTPcpqp44BnkDrhsbCnkmjlA7wle17Lv1F7d48zPxxRNfCM2EVwLfAtyslPpE/Nk/Ab5RKfUCpCd6N/D3H8sf9cdPCjdz/15ef90vAvAHH/gnTA5Y7DyQbrq4YYgNYsiMFEpR+EuF0PJ5VVSmDcZQD3OS9Wn7OudSqh9fpOmdPPtm+kfv/dGz/i+2TzWqqLATx/KdcGplmU8e6JEOCoIJzFY1nV052ek53ua4VM7Gi//uTXzk351daJ43jMYNOvTv0dj5goqw0zNbFNGl+NTI9M6nRjhwzdtQqk3G8YuEoF5K8ZluBQF3Trrf+OU/30J2TRHQE4Pra/KZdHHrDigvSY8piTeagHaK+W5JHron4qZv5TmmUKyaCVOVMnEHODPv4rzmzHYfqzx/+Jzf4RXjv0P54T0kU4WuHWZciICk0VDx0IRGad5gvp73u994dOf0SQ53eg2lFXrvHm684od59+3v4Np/cFRuTBWtDWS26XGpiirtQi1xKk7LABM5vo0fMjxMIgdM98oNK9uSdXIurriqopWkBiqHRooRnwjaJJkGqo4kZsoK19slisaa8dFGKypmAsHrBaR7hwp+W2Q1jTnfCEzS+sCDrLGGetOiMpyj3DtgeNeiqLn5nW9uv3/eW45G0SVFMgnUPSmwGlpEnSmKIdT9SHs4IdD8JBWrSZ8oVKmZT1Oy4Yg8rVg7PWR194huWrE9yyhLy9JghlGB2mnybsn4YIddn/ELdBRAFhMJ70VMyUXHh+CeVkrN4bZ7IE0Ie5fP2nOf82NHGVqojMabhHytRE0DdccIhDYWJCaA2Z7DdAZarDFJLVTyuYb4Vj/wnh99yGv7lZLpCnRuk+nNx//lmx/ynIbSZsoaPS8xZQczk0RMRfTD5uWGdI9h5fNy7k3pqfqWV3/NO1v02SOeh8h5d6mKUwWFT7QgDuAsodSgBXqryh3NreYyaZZ8uaB8ANRdS/e040/+xw+3P/vcz8n7ffF33YTrSMGlK0i2FZtbPZISzFRj5oL4qgcedCDdsoKkcfKiupLX9ShcFsAETKem359xuhjw0cklODQX2xNoNJlKMATqgafqGexMRTG2+BbSRERwp8QmmCSzKk25vvetvHfya4/qnD7Z4UYjGI2we3Zz47Nk33v3bW8nGQsioVzOCEaRbpTYqSNYJe4r2wWun0X9i2j9WDnUvAajqHsJZv7wqnLhHDXqn/5/i8/2Da96KxDpBXiSsacciOhlN62oV6f4ZAldQ9UXRElQ4liCghd999FWW+MRz0MqjXw91wvoO7BTG8JFWkIr0qwWCDCQNf0QuqhHGmpdgb03A5amQAV4zVe/g6CFgqdLaQZUfWkOuKZBYqOOTmyMBSV5BEHhsqaZFuLxisvFvRsrjHcLRH+7zpm5hDNzmfz+4r6P839e4khHhv4xgdmrODRSWQplhep0UOOJIGqQ+8cb9Nfxfv+bj+qcPtnhxmO0c2J1PRzw7tveziu+/l34rhTPLoFiydBZUyivF8MFRLOj+YyVC4IGc2HhyhDjwQ0ugLIPZV/TWZffb4YTO8OnFj2r0LMKG5vk811W6H62wnQ9Wyow9RlYT20DqhAUq/KPPl+QNwCTfYpsHezM07hMSXMWXLR7FKSFWiCJfFzbISz0QGK+FOLjLtd8+Te9q3XdgUVD+0V/72iLflxYpu4QcK4XIqmmkMcAEciN+g4uB4LGu4DrGEYTQSfkuuIyWwPpQ97u9MqSZJSSbddni0PmWVz//iynpOAD6jHkYM/EQ9HpX7B4uhzHY4inPDMNIfwZ565yfu+x/q1bP3onb9BfhwZ8nIL4O+/GnjiFuvwIr/0b78D2dSt8ZeYizjbfIwmonWUUS5Zk5unevg6TmYiADbqgNfWK3JDe88mfP+8xfPL/92au+cGj7fThfOE7CSZCbpPtCjN3KCdQcvXZPimgPZRLhmRssVNPGVXHdQ0v/N6jLSLi4SIoxWx/zvAeT36mxHcylPfU3YS6b2RPLUPLHfOpluRVyUYnEFyhgbTd6ga22KATzsMvft9f/CSvf90vCeRsHrCThGqakG0FgWj1IVhJYFDCAx3e66VrqyXJmu+Wf72Jk+GJ4q0f+ypeesndHOxs8cB4iY1Zh/nxHvfMEngOfPD5v8UVn/se1CcNy+sF6uSacMwbpWHnUTZZdGl3IBPemHwDwYdHbCy8QX+dfFbG8L7qvzzk5481mrXbJ9YQNsGfXkMllhsveTP705TJ1bvb5kxQkG450q2SapjK+vGB9PRUipnEtOraLrdtYniupODB8Se/88MP+7ielwubqLIm2wzoSokopIPZxZLE2Kl8pj4B7aTB8MLvOQrAx/71I69d5UHvn6Fv72HntYiWNckATcMgClAiU4gGqqhCIHhpOBgnd2+7MV2gU7Qm2S6EI3uemO+SKUIyhUYB2lRSqKlAW9zqqpmaSSMh3YbpQQ/DijSrWZv0mM0T1JZl9MAu1LPGdPKS+SxlMss4uLJJ7TVVbRg9q+RkL2XfXyKT6LNst6Illw8LdfyqbhthN+75HoJzvGf93z7sed25RpuE+PGuW5C1+8b0mwAIMwefuoVkMEDt2cUNz/9J9u+KkFelsNMKVXvmezuCrBlKMZuv19gzI/EzX+q3yuHKBUJqUUUliK5zxN3/4Ae55Nf+KXd/6z8+5+NN+NRQL6WkicZszzBzh6kMdk0SvPkuhU9hvgobV3XEynHsMDNHsWp5+Tff9Ij7Oiymu9M9mt4JfxbMVoVA3bX4dAcyzAfZTptru0n4lOy/jZVm0Kb9G3bqHvyygDg7PPdH5BpTtdi4lqczsS2LXy4Du20IRtAJdUfWV7nLkWyas6CVAUU9scySlNxUfG57Px86cwnvH57hyt5Jvqp/M7myXHrlcU7uH+D+aAnlE5JEk01LWs/5uG7bz2I2Q6eLBFkKZnj/n/34w57bZp3uLOTeYL7+cSXJzZ67M+rTZ+D0GZRNuGH4HeSXHaZa6eATLaKYcfJuRxVmY0ropNhjG+Cju5Pz0lDr5fiuvL/3feinznsMH/73b+GF33OUT/xfj6LYD4Loydcrqr404U6tDwDwl5eokUWXitqptvFsp4IIerQNBW+kKFe1Yrpb9nRTymu7TCbY3sa9uV6gxRpamSkDIVHRZchLQaR/I4AAAQAASURBVLhDWFKQkecHwBZLms6pxTUTjHDfdS1oz3RL0Ajy92QPrvpy/foE5itynQgtQnKL4tYh//L+r+Sq597HrJb9/uTWgGpu0c/S/OZf/7/4xvH30zuhsJVDjwpU7QhZKnof2+PFAUYnqCZu3P99+PGE945/9WHP67n23Af//LHErR+9kzeYr8ciOUgoS9x6Cesb3LD69+hfcRjXS1q3p2S7aKlkZu7QRY3rJNgzY5jNpQCFVvQ25Amqco9K3PeRbMubPcBuTglWs/2KLt5pNucdcluztz9m3QhCYbMwhD7okTTLHpNdZIDZi2bouzos3a3a+zMISkz23HhMQQMe7eJ9vRChRJeJUGTT4DOlNBrsqCYZwWz3Q4v6j/7bN/PCv38UO4cqCjA2118yElSjywAFTslgzGUBU6i2sWCmUSuso5iHhGrL8nEOMq5ew0su/29nvd6Gn/KxYsCd1/87XrH/7xB+eZV0oyQ5OYKyFOFQIMzmopUQmwgh5g1NI+wrXv9PAfjDP3j4++Yb9Ne1qLImL2723OC/+IrcZ+KpiafPmOsChp9O4ebPw5GXkm3UsSiVbl5wCqug7mgmBxKCgqVPb7QbbEgsIUvO9kJ/hLj5XY+iyLcKVYjntPKeYCzVIBCcIt2MUOkChreOBL3QtyRTKVaawuZRJQhWYF52LlPZYDXlUo7Lddu11bVvoZzB7uTZh4UXdlT4b2Cb0lgI2FHJubqmTfzBH/0Yr7v+bRFKBszNojMbFiAHXUYIbhnaYhFgvtejC4UpFF4LP9ocy/mwPsLznvtB6qBJjRMe8IkcXi+/9+wX3s2Zj11C3UuwaQqzOX42p+XsnofaEJxDGcMbk284q0lwvmg25wsd7yv/sxRoWkn93EnJT8yoB6l4IadCb0Cl2KlrRcGCUdSDrFWN3xl/8IF/8rCv+b//4yMXSpvX7mbps1uSGGopNny05NMVbF6hKZcDLg8kI03dobVZpGHJPAa0aD237Pt8pC9ERITf6Zddgy3qOPU0LSoj2B2UHK2jq4ORRkNZC3d9XvL7OzigO+NTN8l19WX/5Gg7uW6TZy02UMpJAmDmCBojUVTDKIR3YMJqf0oIiq1pTvC6hVYWWxl1afCThNkk4Y5xxuWHT3L5YI0/qS9Hb6fMVzTZuhVxrJgghKnQGs66ge9Yx34qiKmHm/g+eK1ekLV7jr0xlCWcXiNcfgi7NRe9AyOfSQOnLQfSHE3GnvzkVGhkRri8D57oPlJS+0iNBIByyUry6Lw0lSJiR3nRW/BxehQM1D1gXcV9clH0f/k3vYu/+M+PwplE0UKzk/FC2Fc4y9F9REV4rCNeQ3phldm6AkTKgIq6CQFU5Vsr4nPFp98ua/faf3AUl4Gu4pRatmzsLP5dp6gGZ1+PPhUbtLZh54G5oRynbBYd6qBxXnNqNuDMvM/UZdw4/CT/4+rf5DUf/zbGF0FnTY4tNQY1LQiTKaEsW0X89rViI0xf+2zspHh4CDxnr9Wz1q3SF3TqJlSieP43R1il8F3xdXe5bWHfvpst0CRRbDKkZ29uZ7lynCceqbE63Z+RnylFtb0VPgZdK9wkQZmA7ZVUtfAR7SQ2BJzsRdrJZ/yoBhB60bTPN0JUwo/FWKJasUdTSNOrpT34EK8toTaiENSCViilUN4Jf75wvO/j526uNEibV3/NOxfOANCOmoTaId8HHQs0YiPBxukuUCAIxmad24kc9y33HMDmFZ28IniFSeQz/kef/wYIIl6pS8nHqGrUbE4YjUURv8mJtCLs+EjDdAZ1zfX5m3jv/Ncf/tzGeDLyheAcyi4a42Zrihlr3DCX/UNrQqJlDRnF9KIunVOFFJ8g9oKteLOcl3d/7twaIk3cfNMj57mTQx2Gt5axkSR/t1iFNKsZzzJ0J6BUQqI9IShwmuCEY2BmO5AEjxRahgn9/ozOZ/KFNkKIejUt2oCIxIoIxkgzU06spiEiNOpISah2COIqoXicKz72f8u5eM6PHhXag29eRx5vrhsd6UjKLXLe1p43MhbtTHK38nSH7kUVHy12c2N3ikaz7WecdIGr003WvOZle+/mj4/sZQiYSYbe9jCeSi7g3MPmusn6DOXcwzpCtWs1/o2z992EBqnzTDwTD44v6mbClS+6jPd/5KHQs+YC+OPf/WGuu+Ft6MK1CrXeauyoQnkrya0Fasfs2SLZkGyX6NLxvr88/3Th8URTvKvodStFPOTHLckU8nVPOhJIeb3SJVhFui1T+6oXIamPwpM3aE2dK7K1ElzALSWRT69aNEIjlhisoU4sIVGipo7A2lWc7DY390YYzecpIVruPewxNBs7iMCXF96/cqoVYbRTyDcCthCLN5SiGngY1LgAbizWZem+KXuXR9z/wC7Gdc5Ldt/L7aM9nN6/hL0j5cNFxUuyhH9w+A/5vpd/O717UvaXe0nv0XD/MYJ75M3vkZ7zaJKB9/vfFIvRRxnnW7sA7777KDc8X2ChuvaCHnGhFdpSTtaQPbWN2z1gvjslX6/wiUJX4RE7z481FsrysXBvtNU0zPYF/HKFyR31bijXM5LtiGQJUaTIwfO//2gLEzxX+DQmj6Uh3XYtbzho1cL5QpNrNG4ODSxXq6iyLNeYLiKU02ooGoTKo/tsqiH49YfyhZWPyUAVKTtdFR0BoLpkzp7unG5S4rxm3XVxlZbryYEqNL5KCTZgRga/y3HV0il+dv8f8a/yDX7lxGuoe4Z0lNEB0u0Z1E7QCA+THPh5cd7HHm081nULcOULL+V9H/nPZ/3shtW/B4hg1/Uv+un2nAviQGPmnnQsAqnZRo1eHxN6Uh24rvC1H26i+3jCpRpKvxDGi2vSJREibSTpkz0xCjP2TStcq5w8/xX/x7vOm1TCoviSX1qs17pnIyxb47I4PQ4Bj0IbRXBRQDRyjIVqtjjWliqkVKue//DvdyFmC8Rij9YzXSzQwkIpyQR8FgiJJM+qXjSuw8xQesPezpj9nRFaedaLHkZ5npvU9HXON1/2l/wnXsr4zCrZpiHd7JDGvdRX579H6JMbMC/Odi55UJxrz1XGnLVXv6/6Lyj16Klq59pzd77Oe7b/PTde8mZ8L20/z7pvSdanqMm8Lb7CsEu12iF9YEuEJZ17WPTi44pWbyCuRR9ItjRmovFZwCzNsasz5msdwky3dAdVy++aRylR0cC1TUHraOITgco34o4NJBxkTRGIdqyiX+NNYyvqI1pjARfeKfZ33re6Q+xO6EeKOl4vjRWmt7GxEIu8uhfpHbrJNyISZw7ZuuQapUsIhxw+KLqdkkuX1wG4qL/N8aXdbFxtyM9ostMdTFUTxhP8ZCp7qjp38y5U9cOubXhymgeyds9e6w067D3r/5Ybr5J7vtpx7s3MoecVo8sGmCpg18bi0NXtiCU0giJ4z81vvaDHKqKz8T9KifuTV9SVYWpSpmXKIC+onYaZlrUUkVFyTHDVzx/llp98mOaFUtQdQ1EmdGj2N0HXNvohjW6PIBG8/N9FIXajWvqOdqCKhWuJ3Lgf3Xs1JYSEqG8TkTUVVANpANI4TVQx9/WydpsmdtAi4mwKAMMdm7v49PIhrk4/wTxodmnPPFg+MTtErkoS7Rm9ekr5yS6ryYBsLSOdzSEOFpr98VyNVn3/yYf87BGjuQ5invF+9xso9V8f+9/5YoiItnpaxNPlOB5DfFE3E84XO2FlH3jPj7Z8XpBCWoWAHVdk24Z0syLkSSt0WA0SPvCen3jCx3DdjW9HucB0f4JLYKVJ2OONyBvpxDZq8MnEYSeVJJFxw1MK0rFMWuuOQKRe9i03PexEudzTpVjWDO72MtHOTSuSpCuBAjbCUsBCQApiQlnTWglpRHsg0h70vCRkCT41vOGVv8D7//z856nRRfClVIC6li+XymabbkO67UXVeR4WlZuH3sqMeZ7gCkOeVVy7+gBWeT69fRHTOuG2u/ejU8fsyoLv+uS38p3P+gu+eekzfPtr/pRbxvv4WP/ZrH72IMt/NMetb55XhOZcU9uda+f6zrc8ZLq2My40h/J95aJAa5LTr3ztYu3WuSJ30S4xBMLaBsYa7ErGH/zhj/Hqv/UOPvCeh6csPFI87y1HydfkhlosK+ojmsHtplXpbiZzpoRiqDEHJww6BalxlM6wvZbhep5CC3yQbbBePt7nvfkonzp67gShubFmJywq1EJbsAIfbybFPpVRv3KNcBQ0tqW6cq3KuBkX8jcfpBUSEsP1L/pp3vvRc8PnQYT9qr5qk9Y2wVVRaDImDM2X64gqtQuKSZnhg3hoM2lg5QG6juGuCc5r3Kpm79KI1w5vYZfu8RO7P8+vdF5FfnibU+kyS7d22FU49CxHzWZwHsHFJpEE0FnO9Z1v4b2z/9j+7JES2gu9dndSLd770Z89S23cZQaXa7HumkN21xnC9jYq29U+fiHi1V/zTuG3axGqolH2bpx6Im2lGApUGgV1N2CnkaedRsHbeWh1R3QVHlElv1mfySQWY6kCNHVEg3m7SG5b5xFi8qmU8HKV8M7VvBY0mBYkQ+t24Txf+Zq38vt/cn5aQLG6mIzJcclr+kTeq08FiUBAGgi5J+Q+rvVAmFlUKYKMIcCxrSUO9TY5lG8yMHNOpUOOpGtkStKGt6zcRXFJwq++/GWMT3dweUZnLWF5VsKd9zzk+JQxKGPwG5tyP6LLjZeJLsW77xQHjRuG33F+kVGleb9/ZPTYY4kHXwfvvvtoS8EAWsej0M1Q4zlMJviVPi7VvPuWf8r11/40770AxdiL/+5N2Hlcax1xyWhoAyo2Zc0MkgrmuxUXLW+xO59ya7qbyVJGvZXh5locOoLYMOsSXvAPH55S4RPZx8xcmmyNXlHTcPMmFltx+OGJE95o+6frEPnbjXaNb+8RKgRwjje+/OeA8zcLvRV7y6bZB7TXX91ZTJibFCEYQYqhG5vMiJqzcg3qGtAilGvSGmscua3Zk435lnteS6pr9ly8zvCqOVoF1mZH6B/v0P20g9FIUC/moaiEB++pD0Yz3rDyXbjt8zs/7Fxrj7WBe67YmS+8+xaBsF//Erm3ve8vf4obv+yfMD+8RDLz2EmNv/cB9HAA3azVHXrPx59YE+yVX/cu0q1aULCJJgdBBJaRiqhlD3RO46aW0nq08XKfrKzkmDVtjth81mYOX/bjR/nsW8+9dl03YXwwYX5a7h0+VTRaPN7G/LraUZFp1dJzBXFkFk4lcQ1D3G+riEwIgddf94uPiPA08zjo8DuQCUlAx+lHo6kAnI20yQPKic5HMpafrZ0Y8oHelYzrnGPFEkM750zZZ1qnvGb1Nvanm/zMC3+X91xyDX9+6+Uk93c4og6Q3DwnTOK+GbwgI3dEQ1NQxqB3rXLjwf+Tdz/wL9rHr8/f9JChmjIGFalpTxetm2fi6Rtfks2EB8fOzeD1X/FLoibuvGw4H/k8XHaY7l2bTC9dRrvA61/3S4+Ka/5w0UybuiflZtlyoX0A76PzgTw3GPFfRsskz1uBCDfezqYQdXxTPnK7qu5q6oWjTCzqPaoKYlllI5TXJAIF13F6Gr2yVenw/Sz6QysRpdRIMm7EIvCRboQ+EySEnTRdYrF6UrUi5JFbNhH4XZU1CT+gAxQG7xVpWjMrLJNpxp50xKXDlD+7+3LCXT06Y5gddNhNg7sl45+vfSVf8frP8VO7Pwe7P8dt3/4/+Yn7vpqTk8vofeoY9b33P+rP7Q3661pdBF+WT3jy+0Tj9/94sXZf9i03MduTkG6J+n0oCtRsTvezxwGx2nrdG9/W2pA93rCzgKkCpoxw6UYvw0iRoWppAJUDxb6VbQBCUHhkChE8kAdCBSZT+CpOtB4mGr/m3v1N8RSoc0NIFs0EsVAM+CQRizK3ELFTdViIqEahMOUcqqhpfZi9l8Tl4Y7DBIoVFa2folhoIbaceHF3IDZHCPK9m1lmnYRpUNS1QW1bdKFwPY/LA93lGYeXNunaihcs3UdXl3xdf6t9zZ9/1W/zz25/PVe97G5OX9PndLqHzmnP0DnY2DrnGtzZIPPFHJTmhuF3yHkajx/y/Kc63vuRn2m/f8l33ES25cEq7MwT1talWTmeQr+LnVSLifwTDJeL4JgtAt4sROSakMRRUS3HD7F5PEDZlwLKzuQ4faJFKPERUAEhFkPNGvdGEbI4Md3RJ2mpMzGJBUleAwoy00LkG3qDT3QrGrbT3vW87z1q0ag6Ctg6aSBUvYXQohwIoAMmqwleEZyShljiAY2aK6gV81lK7Q0mnsRMVYx8zgfmOW/oyIX0Y7tu5YN7LmO+ahldknP8jl14s5/l+4/Lutx5nuqK4Bw6EacHP52igkd1u62TTYvGOdd5foqUyXfqODQ8YwCmU8K8wIxmdEaSuBf7ulx3w9vOKRL6WKJpjC50CLQ0SnXTvPUop9s19ryVYwztnNxUnJgNuG1ygNB3+LGhHEqTqvMoXGRdukCFuSwK6GYy4d05ndURCq7rmCt4abSZeS1206VYTQercb20Rc8Jlen8FB2IyJ0Eqk68Xrx0cucrC7Hhho4RNFTdKM6qZL92JqC8jlQPGbq4RI61mlus8azPU/53dYTRHSvoA1O+4rLb+Itjl/BDz34/v/aNijs+e5D9w4OsvG9Kvb4hBZlD1uKDdBOaCD7wxvSbUImVJtls9gXPF86ycuxlpOtz5vu7mKk4qvjRGEZj1OVHcP3sEYdCjyZ0HR1wKqETYpTo3tQlKgTR9ZgmmLHFdWqUCmgVcE4TUh9zBU1dmZbq8EjWeD4xzHcp0tMRzRXRBKJPoHZYlsogQZAuO1COWsl+62Vw0lihNnukT3VE7Dz8gbg05gQRyagrcAZC7gg+XkShaR4Qm8uyboNFxB4ToV4rD3bdcos9wP2by8ymKb4yMDHQr/nbez/Kc7Jj5Mpxyb4zvGnvXzBQc7776m/h8NsOYe4+gT+9Ft/gg467Wc/OwdY2ut9buIdNZ+cemindorGeiWfikeLhd/kvwXCZwWWmVRf28wI1K1Gzkj/5nR8Wrqq9MBdQ3bXowpGMKs6yVIw34rZQA2a7NdPdhvmulHLJRiVjoQjYmfgoJyMRCHvtXxNf9wf7Dd/w/J+k6huSGe0moDzYsQj3ycYpU7u6K02LZlKmao+OkHDlAmpWoudla9PWJAY4h/KiYH2+OP08y/igWRRbqRS6jYCSQG+jh3RXUXUUriuew+hAMU9wTqO0x5WG3cmIK3sn8U5HT3Xo327oPSDfp8cT/t/Nl7HtJcF7VtLnNy77A8bfs8XJ64+cxS18tPHG5BseMTF4MuCMDxcNVLlZu6EsoYhfCF/30XB2Hy4a7QBvpOGTjKRoUJVrp/x2HkimnnIJllKZ7lROFIkbpXhVSVEGLHaZHZfVzulfE67ryTYbhWWNT6NtmZGGnEulaGsmyN6q6M4ioqGqrFGF29E48JLMNvx9gBC44XnnTp6e9Zu/QLCB8lDJ/KKaqs8CDh+nuyj5mUvjRK9UqJlhOsrxQVHNEsxMy3s3kqjMpymjKmMpnbFkpiSq5v2zRR/3TYN1/u5lH2Sz6PCyvfdw5TffwrGvqjn1yt2Yfu/Rrd/g8fPiaWUd2YRpBF994APv/hEpGKsKvOfdn/ulFuL/RONP//sPUQ4M81XbJpOm8Iu9MAgsmwiNFh6rJHtVTzHfBdMDgWJZGlgNdFbXgdd89TsA+MrXvJWvfM1i7b76b70jWkE2DTD5ubg5BBHnipOpBnLbFGNCY5DnKx/ABUJucbnFdSwhWTSWXSfBdZPWhvLBccm/fzuu6wlWmrbNJKxYgbofob4xXww2SDIbHR3yXkma15hODbnDZwGfBJT2opkQDzLRjpvHh/i9zeeftX5ftno3oyLnqw9/ihte/glOvsqjnnUxpt9/6IEGL7Zl0aEkzAvC1jbMC+GrP0ID96nec+1UGhgNxzg4J+jCR4C6P54o+wrtAnbuBYqtVatToOqm6JHP73C+zpKdsppOSLXDdGrSYYHvOlzfU3dptV9e+L1HAXjjy3+uRQkAXPOWo9LwinoEdUes9sQdomkaQzIOpNuBZOwxhaxpU3jsxKErj5lUmInkCqIHpVrEGEoJrTKixc4Vm1coRhcrfNxXG6vLYjVOqvUCleAyySGCDbiew+e+Xa9ByT6t64CdQTKCsJYx2ehQrudsb3XxSxX+gS7v++yXcfXuU/zp1pV8zYFP8Kt/7f+m910PcPpvXom9+LDsUc7xsFbSwUuDyzncZHpB6JIXMhprxMZ5KzS0wCAit49o3fko4s9/U+hfPuaqeh6dTXb87WQEZs2KlkVtsNaR24okqUn6JemgxAxLQfE14WMDNMarv+adZ72uyzXlsqzPZg+tM8kn20Z/aPbYxiIynpeGAhCkcds2EqC9xws1Qay1X/fGt53zvV/6L97FfG+g6tEOKUy0HlZJiA4V8e2kgbonSEWfxa+lCjesqQZQia4q6ZbCHk+Z3zEkvaVD/+aU4a2GUGqGZs4VFq5Oerwy17w2H/HKXPOZL/91bv/6Ptuvuqxt1D5c+OkUt7ZO2BrhT69Rn1k/5/NCXS1QfX8FQpw5wtPj64uQ5/BXApmwM4oVQ53J2842Kwie+q57sUcOAlD3DMn47EThBf/wKMN7xYP8A+/5UV7yHTe1j6kgfuUPFqf5o/f9KK/9qre3/w+pwQ87qKJC1TWmcGQbMhVwGYwvDtiJItkWvmOT/KWj6DNvFL37SsxoRrWrx+u/4pfwuzqYueOGF/wU7/lETBJCoHM6Ct/s7sgmnwoSIRgV7aZUC+1KxiJmZyalFIyNX601kgwkBprGgQutj7Cqa2645sdpFJubSZtb6mBe1WfzmprOfZZkDMWSItvSjA8H9MVTivu7lCsKU4igXd0Ft6ck75XMN3Lc1OK1jVNwxZbr8NcHn6J6ruVX1cuo7+jSPQbd0z4K6Rh++9bnA/C6wWfbqdlHXvhf+fw1E76t/EF2f+B+/Kkzj4pn/mh0Fr4QUXdVe9OqV7ooH6hPncHuXgWgXE5IN8+e3l39M0cpdkmR0bvXtCJWg3sD8xW5gz5YQPSD//UHeeXXLm7erpOgC4cuJUnIthy6CrjUsD7vMi0TxpMcN7OkG3H9xMHv7FBN/3aLncoN85ofigKHr+i2nuh/+R/eIrDWRDRCvFXUXU05PLvAFBVxhSk9Zu7Fh31cSRIbLa58L4vbsAEqsGkU3/OLG6NSsna93DyCUbilLuGru3Sftc03XPExPIr/uP3aWJgpdIkk85G/Wy5DtewIqSdZS1B7a5a6c4q0YtZLcU6hTnbwHY8OiksH61y/cjOvzI/jCPzrtS/nXz5wES9avpd9yRafnhykcob92Rb//KIPw6XwSy+5kt8dvY6lz2/Dzbc94mT26eopbUrxhW/DedAKvynojLr30GbJ894iBZCLWq/Zpkx2PvnP3sxLv/0mqp7i4798fvh2E6oO1MMMXUhjV9fiJtE5Lsczuaym0oFqYIUC0K8ZkeBSjSmkwOsfD+jC89q/9nbCSoouA1/52l9sUUMtP7eCJATqrsZOZY3asEh27cxJs9pE2zulsDMXG7WBaiU7S+ROxeavt5rGGUF55L4SE17lA+XQMjyUMH/lGKM95R0DfCrommQM9SDg07h3RPqO8go3TTDdin5eMMznWO05OR6wvbWMqhXaBJ47OMaV+XGek55gEhL+2FzFR7cu5j+degW/l04ovCVRngP9bX7rnhfQSSq+4cs/xO/sey7lbddw+c984qENruAJtV/ss8HD6Pzw8C9kVIMUFR1gyqsPYT/0Gfzxk+i9u+VnS5Z06+x84ZJ/9U6Gtxl0BZ/4F2/mqp+XtdzQXHwCt/742Wv3w7/yltb5JugoqBht/cSZR6iBpgiMnl1TBYMPmonLyG3NYDCjnxWUPTnX69tdxkmXZCQCzy/4P4+iXjQg2/S8/E3vEotGHZErS578lG5pMmYumkbpKEjjeOzawrTsC4zcxt5AMBqFx3VTQTZWDtO4QCWm7QIErUVLpdGdsCI+Oj3YJXzrjGFnzunTS9gTKXVHk26LgGMz1VUOgcJHu2gRv61IOjXWOtwuzSTrkm6Iw4+pBJmQn9aE9RQ8lLt0ROWAPZ7y4enlHLz8NC/o38urc3j/s/8nf/AThn/8tX+bvf/oUuo773lUSIOHo0J+IcNni/S+2JWTIsMznabMLhKLjGzt7GO/5gePUkg6Qb62E7YPsz3y/YOdFv7gD3+M11/3i9JAjcMmvHz+PrWyd2eC3FrdPeJZK2fo2gKjPavZjDPzLpMy49TcUmIxU029J5CfUTz3h+WaUJcaXvatki/87197C+WSoRp6eg/oBb0gE6vqxR4nTQ7tpPmlgjQhINptB8kdXS6aVKoSaqUzUaMmEWqPmTte/zpp4iofm1aZYffBhK3LFMkr1tm8d4nB7YZ0FDURKoXScm3h4mAByWe9DTCo6A7npImj3GWYlZZqnJKeSuielPtdOZT7nwow/GzC95tvZGn3mCMR5eiD4iXLd/OV/c9w+zf+a2664VL+/bNuYPcnK7L3f+xh89jgHG5z85HX0NNwOPFMPD3jS76ZcOO+722F4959/JeZL+uHqMu7665tNUrP5y2ejGt8onntV72dXoDJfku2LYJi+ca5X/uPf+9Hzvr/9S/5WeGT1TXKedJJwM+hHMqm5TrRPqbhZWuZ8jbWlptXdUnHHQa3bODzFL8ilWEwiuuv/WmwmnKg6U0dddfiMkXdUbjEYCqBU0GETEbIraoEMeBTizJKOLvRPzv0syhsFy3qoE0YqKPInRF6BrWcQXN6mz2fTJkdSJgdrln6rI1JbEAdmbHcn3Jmr6HSGWwr/KrA29lOqBOPSj3D5SlaBzZODKBWFD4hV56vXfooHz14hE9MjmBmCdmWJBXKQznKuGuyG/gy3tD5FACn3JjfG1+DSxV0cuF/zc8/IXk88WT6T98w/A5CVbdceG/A7uQBBo968TXt2t3pQ99E9yTYqbgsDO6T3928QtE7XmPK81/+f/7fzr4O3vCKX2jdPVQtRXkyhtIZamfaKWdjk1T3At2rN1lOak6pFYozNooMQaNuPNstv3PVzx/F1GAmRppfIQACfW0mw7oGEye9upRGgviTx0Tey3VA7aOtnhZajnOLJoLWsnaj5WKIjTLlRJzqiv84476v2sWrXnAL85Dwn+fXtcidRjSpsdqrlh1qWLG0NGV7uox2ml5a0EuhzEp8UBzfyDFTTbpacWXvJJcnp9mlcxJl2Z2MKb3hVz/zMpQKGOs5tLLJVt1pz/mKnTDdq+nfl7aiqBcqzmW5dyHjxiM/AMC77/1nArkvzl63eA1XXwac33WkUb9WHqFJRGaISxT9B2pe/bfewZ/+f2ev+XNZOX7F6/8pPtHYUYGuUkwpxdJsL6jMkXYrSitJqF5PRPQ2Ctr5BOrc0D2tybadJJKpoo63TkF1CTQ82/bURpFMPLrwrYWpaQRB47TW9WyLXGjWZgOrbRxMmuluo/VAbDI094W6o7FzaeImE8fKLY7jr4TXXXwbv3fsWtiQfXG+W5AKLpfmccg9JB6M8HWbsNqzmk3xQbGZDzFjQzlJcEFz0G6wrAPdUHA4WeeBfIXbR3uYu4Rd2ZjtOsdqj9WeB+7ajd97J9PtHG1B71rFP3D83EXZ44SEP6l77sp3CWoGeO/4V3Gds6d8wTncy5/T/v+Dv3FuYc58Xfj8L/67N9HXivERSDfBZ7KuzxUPdnl43fVvw6dabICD0M9cLkiocZ3j0BTOMq0FyWeVJ0kLSmfJspri0JT5PKE+nqJref2ms3XND8YiLYDvOIKSe0QwgTSoxV5NpCpG7RpppjYNAYV3SgYQSqG1Qs2F6tA4O2CbTpo+ayKsghRl3QemmI8MsddNObB/g5Mbe0m3HdN90vQLEeDYfAraIXt9Siuq288LUus4rWBuO6jaYGfS3GvQfCqAnmnqocOnTmxXu455bRmYOXfUYy63fV7fcbxq/5185sBzMfenD6HqPNF40vMF51p+e915KNrLXnFpq69wrmiKYZ8IogBk2DO415OvnR/F8OA9vBGQVt6jK+ichnIJhtmcXdmYTNf4nqZjSsZ1SuUNq3tGFMsWoz2JdWx8fhd2JlRLM6UVIn/pt91EPdCo1Rmq7rRN/tYtJyLAxOpc8l1dhuj2sNDAqXtWrCGje4MKQC3Pa9HJukGZReH0+GMzdwzv9uQbCc+58W7+1F2OvnVJdJRSydsxAdcNUYdGCyLXQsg8aacmT2syWzPM51TOsGG7zCuNLo047/RgvieQbkbb9rFlqxxy83qftFdy1d5TjFzOh2eX4riHWyf7mR70jDYTcptc0KHYk50vPBOPL5RSNwD/HJme/T8hhH/6oMffBDQcvDHwvSGETz4Zx/IlT3MIVU0ozr57N9CjP/hD0UVIz0xIz0zO+zf6x6Tg0IXDTgWh8OF//xbs1GPn/lFpGQCUq7kUMFpH0bjQCh4l28Lf9XYxHXBpnNpn8lWsKDav0IyftUw9SCXJqDw+Swi5pR7mJJOAmTlcR1N3orUkkqSaqMEgN/o4+dIC85UnKUJu8Z0E38/kWBsBM+chMQKPaxoJIJaa46k87oQGkd+/ReeEgsxjikZEUrE6nHLRYJulZVGedXlgfsBR76swuwo4lkOtecVFd3Ht3vsx3Rq9UvKi7l1cbvtcnfS4fs9nuPTiU0wvrTj9QrnB1F3QW5YP332EO8Z72vN9n0v5tdtfJtw05+N0+sJzGp8s+GJ4EJS2d8KRbcrxN0Js5sw25sz2ef/G+PVjTAHLt3sGd00Z3DXl8z/z5liEeJLJozsf872ZFOrQineaEsrKCvcxCPfazkQorB54rPEUtYHUU/c98wOO2eFKoKpKkotySf6+t4jzR5zw1nmc3sbiichHNFUj9BVQpVsIhII0tmz0zbbSLAiJWUA5IwQ3pKYVuQupWBP6XkZILYd+fwtDYO4T7DTyIaEVXKy7UA0DZrVgMJyRWSdq1bW8htWe5WzG/t6IwYER7C5Y7s24tns3z0ksSRSv+8Daldxy/z7cNEGbwGp/SuEs23XO2MuLPlCsMN8Tp39aPSJ88WkVD4JGZls12YMmuHpt67y/vv2Cks2XliLWOlrwtWGhOv9oQ1eu5aSLBk1DuwCTePK0AhVQ2xY7k8K78Qr3FiaXeNaeq5jtMsLvTmVvfeXXvhOXKOpct+K26Tg2ueJEuRFL9akI4frM4FJREZepayzMEklqdeUxhZd7gw9totue1qhfYspA3VGUQ0OxYilWLPW9Pfan2zIFC/F8RS5vvbvGrdaYYUk2LOgO5ujUtfBeHxRLyYxDvU30oMJ1PXoj5bbJXjZ9F0fAA3eWezgxH5IaR2pqZi4l0Y7Le6d53u5jLF20zf+86znotVQoJGlywSwcd8aTBhn3XqwiY7gdmi1NwZSeHJGePD+SQtWqdUgwpRTOt/zkm+VUe84q1B8uimUbRWeBsLCvUx5OlwPOlH3Wiy5r0x69rGReJ1TesD7uMtnoEIJiaXVMfaCkPFxQLolIZ7Ea13YiQqTKKdDgOr6lSJRLsgeXA0U5MJFaRgsf9yYiaJRqNRGCUfg8IRhpHPg0ohuDwMV90uzLmmA0rmtx3YT9Hy44/sAqF/W38akgelwa9XoUuJ6n7shF4BNpyIgDicI7oeEMszkHVzbpHRxTLgeKZVr0TrnsmV9cUR8oBHGTO7KDE/bu3WI5n3GyWuJj84OLJRA0rmNRecaTEU8m3WHn2m3QJAB//L9ksBXW1lvnh3PF2gscuhRUQu9UTe9UzSf/+ZvJ1yqh2k4f3d7rolMPTvSyQgSp1EHjg2J3Muby7mkyXdO1FVZ5VjpTLltd40X77+M1B+7gOS++i/JgSbEq9/cq5sJVPzbn8lrWbbxG7VwowSY6M5hCUDXpVo2d1lFXSegLzflpmsHqQW+rFWcsmyZCpF5mBpcbGdal4lJ0Vfckh5Y325zddWRtknpMr0Ivl0Ibi6iEbHlOr1uw0pmSGHEbGWZztPaQO8pVz3w3TA86XN9R7PIUq56QeZKVgsHylKv2nuKbD3yIV/Vv4RXdO3j7/TfygXuuIN3QMrx7BJ2SZ+JcsWjuPy2+HiGUUgb4ZeBG4MuAb1RKfdmDnnYX8NoQwvOAnwf+zQU+aW18USMTbvvYXY/o9xuK6Gdd19ww/A7s117TPtZs6u7mz2Ouufq8f8NUcYJvxULR5YrXv+6X0FYyNfsIat9n/zHV+q57K191RyCMPiomN+rNPnrlNtyxZCzezmbmmVyUol2ge6zAZ6bl+DaJdtXTMpEPkG7XotuAODn4dAGf9KnGjsoIvbX4qKze+JprakKeiJVQnJYprYUzqhVk6WLhaw01UDvsDLJBgTcpBKg7Cq0C/UQgtZtdh+9CujInSRy7+hPumezBrllePLibTFWML86Z1glXp2cA4d9+0+B20sM1b994I+VcU6wYqj4EG7hk3xqvXb2Fu+sRVVD85sYrqWojCDPnWoTKhQ6dplyfv+kx/c6tH73zEacUoa5QxnB971sBsNc9V/zqefQJya7f6qK8p3ffDF3WBK1540t/DpYzgfo9lmgaS0q16sWTcYbNHGGH9WIwgAmsHR+iZ4beAwJXLZdE2Mingc5JeX6xIgmiqSHdlOurFSlqRLeMItSh5fcGLQgZjIqwcYMKgqhpbCzFvUHLMUe9B1XX0nCANskKyO/7jhVu79aMNdfjQ+MryNcENllnQnMoVqKVngn08orl7gzntSQJc8ukzBhkc5azGQfzTXxQbPczdudT9pttEpVThIqTbs7ta7vx44SDl57h2Ssn+erVj/HXutJE+N3pKlcnp5j6lGrome5PWRoM8KPRWeriFyIeT2J760fvfMTnhPEEvOeGpe9E3fAc5qsJ+foOGsYjNPWye1K6J4AgqIbmc4fYXKge+WbbhHIhcmFjkVdC2YuTfg8qZpJmKtMjU8jnrUuhVpipRlfibuIyJQKlBa1TRNkXlABIYlr1NFYHEbktfRQIE0FQ3+yrpYjXNRaoeGRKpsVpyMxr6n4iSTEep2QtN00GgKANdR4nYR7MXLFRd1HVwhrQThTFLseu/VtsbndZHk5JtMdoz/FpitIBowOzWqD8y8mMvFMycwo9yrj5zAHOFK/nxSv3cmV+nI9sXsKJyYC93TE+KF67cgvXde/gEjtgw0/5vaVD/OzH/zp+pYKNBMrqvIKKTzQe69p9NHsuACGgtAiaVl+zyBfemHwDAO72uzBXXHreX++c1KJ74GnpLC/6e0cJS9HV6DFcw41+TNMI01HnY+JStsucubOM5ym9rGQ8zwhBURzrYeYK1zVsbWYEE+iszpgfgXotFZTDRJykqhUHuZdcpOtQJlAtI4iMoDCFIl8LrUiydjEfCotcIxglk9vai/ZJCG0zzWcGHZsnagdVB4hWqAEzrVHjjiArtgzKV3JPKKBaCkIVQ1N0ovBjIXu3zkWQJLM1+zvbZLrGas9tuzrYe9NWr0QXCnOgkMbaAxl+T+A7r/4Lvmf5M0xDzf+cXM7EZ/zutMst8wN88OQlrI6rp1VB9mjXbnCO63vfynsnv9ZaRUO8VmIz+uGQCcPbjCBGTsZpvobX/rW3Y53Hzh5jvhBdlHSkV+kapmXKKArLDMyc0+WAcZXiUUyLnFGRc3IyoJcW7M6nXHr4FPedWWGS5KhKia5WpQkdhxqndKEdyDX0YJSsU114so0CVXuqYRbzBQTlFaDRuWmoNI3zQiA6m3hBNaAXTV9VB1zPyJqPjYZE1ezNx5yJFCbRjFKETmA4FJrAZq2plUV5hdaBXlqSGsekzFjpTNnf2WZj1mU2zvAdR+WkiWjGBlWDGzqOXHaKfZ0xbz74Xl6+g8LytvXn8ZefuxSloTeBzrqTptJ5hEOfSDzVuh/PxMPGS4HbQwh3Aiil/gvw1cBnmyeEED644/kfAg49WQfzRd1MCCGA0g+xRTvrOc109xGmIw/nEz1fNiRbUuio2ouCsVJQKVSimVyU8JLvvIkP/8pDIbYAV/63nyf7YJ9VG7v4iWknQg1sKhlF28Q6TmCLgPJqwRdEmg2SpMjNfONZmvlKh2QcyLYboURaSGKdKWwRSMY1dkPQA6GT4nppi05wHds2N6ShIIWfUpIMBCtohOY5ygXcUhezMRaERRROU1sTyLMIH7cUK5CnlRSGiTQTZpMO5cCSaMdg3xitPf2sxHnNxf0Nlq6cc/Ndhxi5DhfnZ/iavR/jM9OD/PrmSziSrvHtw1MMdYeXde6iHKcMbzfM9kC9UqP7FW+9/L+Tq5oPTC/n6uwYma65eu8p7tJDgbhn6ZOywT5ZGguNCJSO9jzwUPpBY6l2vki3XRSCi4KEicJ1E8y8xmeGumt4zVe/45wUCYDL/vlNLN2i6DWw67hughUOtq8MpA6TeIL1VL1EoHwKzMiSjASt0CQTLlUtIiHbgP59UCxDNQQ7IoqBRfpKoLWNkteMH52SqZeuPKEjRVDARtRPkyAIkkY1aArnxGO7WeuN9Wl8nCDTh5AY7qt28Vufu5a90bpUeagGCnVkSjercU4z7MzZ1xlzfDpAeYWZGOaVZV+v4vmD+zmQbPDAfDk20OZs+g4n3Ig1r7mz2sdkowNB8Q8u/QDf0N8465z/je6UDa+5unMc33FM9yUs97owngBPzlp7rPGIjbCGTmQ0H/yNH+QVX/8u/vD9cSLWJLX3/rPz/n4raFWJIJ1LhLL18je9i7TwrU/4+eKqnz/K8K5AOgp0olbMzkmdjv93M8s0iXQxG3CIY4gUcVLQJCNJTrPNQDlUzHeJfSJAtqnavVzHRoLLpWEmxYxp3XSMjUWXExrZWQ4NMZn1NjabKx8bDEaQDlWAWiZlunDC7c3Fo1183aXRdWy2TH5KY2cLAT5dag4NtuilJYf7mxzubPCh05fIy+rAvLZoZzg+WyLVDms8Sotl5uapAd4r5vVlfMQeYWPWpXSGcZXy9y76Y16RbTHUoh62ort8de8Y//Pw/Xz61H6K0wlUTz8dj4dbu6EUx4mdE95zxbs/d24hTIjirDqKLAegEwuDQhpUs73w7J88yud+/s3n/P0r3nETdqzoLms66xFNZUUDQznQleLEdEDlDZUzeK+ZlillaXGlQVcKXSvURGPmMuGf1V3IPD6X9Vf7iEhIPUpLA1dnjhAUdBzeBAqtUaUMTBpqUDrxcgzFQiRS7dCi8YkIhnoX0HFv9anGFKIXghbapq58q1cjiIXAXVurdE5CsZpEIUZE12au8Vkg2zOlLi3+dCboD6/wlWE1n5LpmkzXrGYz0FLABgN2LLlHOUnRW5Z8BH/92R/nh1bvAHL6wPPz+/h8sZ+7y9389/ufz/rtq+zZXm91Sp428QjINBG2rVHJIq1vEAkoQbe958zDDyblcxatDDupYhNeGqKuYxlfdP6S4dJ/8S46JzTLt3m6SaN2GKL9osLMYDzLODPvUfUMOnaVSmeYVwnb05yqFK2sDdvlTNbHB4W1nuzAmLK0JEmNUrROBy6hvb6CBl3HZq8P2Fl0x7FaLH99ENpNCDK4i8gDU3qxbc4FMaaqAFHg2RsRRfVW1q6pXdTpisMIo+jqkhOzgQwGe4K41aXcW1Y6U0JQjNIOLgkEK7aY89rifJdJkXKgv03HVOzrjTh1Ykmuw8yhNlKytYgIOlTx/JVjXNu/56xGAsCLO3cx3PMSRscH2KnkWM/EX4k4CNy34//3Ay97mOf/XeDdT9bBfFE3E0Bs0ZRN2snwTpTCzi5aiBvx8n/4C/nBryz+hnnuVdzwvJ9oFZvPF9MDHRFt9LLR+kQSjnxDNsUXfs/Rh/Aed4ZygWqQkG56VOXpnqhwXQPKYOegTwlsX9fyN4NWAptKozVkJZuYTzXdkyXlIKPqyE0eJHkUFICmWJJNtXe8Yr47RQ8ToWhEnm7QCNQw01itqPtJ5KCLhkI1sKgqYBVUfeFxayc2aXZU4PsdKdC0lqm/tVBVhG4H38vwLxiRGsd4SSZ9VQ+6vz/gw8/tQsezvHfEdJ7ypss+wke3Lub2rd0kxqGt4998/pW88ZLP81P7/pST1RL/4hPXoY7n/NMIQVa14sAnPWUPJi+b8upL7uKHDryXD80u4103fyUA/+El/x6AO/7bFcwvgq0X7GXpL+aYXpfgPX46fdjP+rHEE2kmvDH5hjZJaHyjH9z99WUJSpO++8NnPW76/Zab+HDNMADXSwRKPa+wW3PwHp+nKJdQLj2yW0DQimJ/n/RUpKgkiuG9Ff3jmhMv7+MOVNheSd0XIdHenRY7F7pOI4rko12XOy0w7WTiKZbE+SBfD5gK5qu65R1mG5K86nIx0UomDjsRCypVu7Y5gJUGgZkUou1glFAgGpvI2kNdoYzGDTr4jkVVHhVH/WZWt4Xmbz1wLcnnOxRRZbkaQPcEbB82XH3oGKmu+Vu7P84eu83HZpfwx9mMT3/iEkZ3L/HZPTn7OiNuZR8fP34Qazywiz+/55vROnB4dYPNWQe9kZBcPD6rkfCZaspzkm77/4+Pj/DyL7uTz37mqvghXHiKzhOJN5ivB8CsLLVJ6g2rfw8AlVixqIxru/ebH4LfQKzUtEJlGTde9Y8fdkoGwhMvB5psvcbOmgTQ4TqWYklxzVuOPkT89sFRrkgzLt0oMXOh9uhSEsXppch0PvG4PRWMrEykCkW2ITQXVQtCoeHsppuyFhuqmPLyWNW36EqsGINSpBEJb+cCwWUCysrv1L2EcjmJTQtF3VUtCk25gDHSLKj6hqpn0TV0TlXowskEOE9EQ2XqW+2DYOEj9xzhok87JvsNoytF8R4VyE3Nxf0NvnvfB3hlrrl79c95c/Z3+PypvSznM05sDWEIl/bOsCsb8+FTR1jbndH/bMJ8aYW7l5YiHF6aFhc/d4O1us+wU3JzKdO3S2OC/dnfvArzug2SkZKm0tNs3YLsobrTafnlb0y+geBDS8nwhTRBlv5jzBd+dfG75opLufHZP/awDQUQVIKdB/JNLxPLTWk45ZuPLtlXXgRATREbuEquh9XPwL2XrzLsz5jOU3qdgrKyMgDYTOg9IPtpUBH9mEK2YZhcZKhWRPdD1wqXA4UmzDXVqkPrgDYet5a1gwzSgM/EHSTb9qTbrnVm8Ymm7kkOpNOFsF2yWRCsphrKPUdVkfpTVARj0Cwmu95qXC7DlbVP72b//Z7xRaYVqjSlwueBfM+UVx25kz+79zLmJiUZacr/P3vvHSbpVZ55/845b6rUebKyUEIoEARCEiihZK+NAzbGAYdvbbP+nEYCvICJQoBQGHu9Zr32rhPYLMZhsf0hCZGDBEhCoIyyNHmmc1d60znfH895q7pHM6MsjTDPdenSdHd1VXXVqfM+537uUCpcpjl5bAt1k7G5P85o6CM7Jx3dQwsmbwpp3OlQtwX0xzX98xZ5y+TXAQHAPt0eXfGaL3xlDYlBQIxagmqHB4yxrY4iif+NQlS9PgBjL0h+wSc12GEKBZD867eBZfv05AQXHf0HXHPv3tMJqooXLEG3xHSyQQqZco5ops9Yx3Dixk3ctmn/e64zimI0IZjukMyWmFSMabM7mzz0YhgJU86YuI9GkNIMMzZPj2O31TF98euwIfR8agdApsGGjsKBG8kxkcXlsoazMQHpdK4820DWazSmidoRTkFtdya9QFeA16JmPBDGwAg3WsiwkcgYzGKBDTTpeCBMh8x5iaXvRbxcors2pGsj7ntkLVOZw/QVyW5FtAD9ScNDtVWccPhWDlszzdZojGxzk3iyw0GtBR6eH6e0wtgtrOHgxhzfb67G3NYkG3EDkDpcgrRvaJcRvzKya/Aa//a2VzKX1fm1NV+Tb9QKwo6mNp3jsvyA3HcP6LKsTN17Pkuex4uVUjcv++6fO+eWo4F7u5DsFQFVSp2NgAlnPFNPcc96wYMJIHTw6hXcJw3H2RXI7vLbZauaFA3Da3/8Cr76r8MJ7VkXSRrDt64RdPeMnxpOgas4MKcVQaekaBi+82cbeeUvXy3NauEG5mD3vuHdnPlXHxWqlEIOO1p7mqulWVECjWLx8JCg63Vm2gGarOVBhZqS6UBbqJOm77yOHLKmHMLCjmzaOKEDhwspZSwmNWgF1pKPhN691hK2C7LRiKJhhjE6WvSSyXwJXeddyBnoyqrIPXzknqr4x8agrCWdSnAu5bS1D/Hv41MEHUW0CHMnlrznnP/Ll+aO5VtbDiWbTbhp/jAemJ+kl4a0aim20GQPtbhnYg3NtRFrwgXcTMzIQ0I7q+2W6BQbQG8NbDzpC7x55H5CFfDxubWD9+e0Qx/kNOAzbCJo+4tJ4cedB1DUjStLz62z+6eQ+QvD8tuo1VOkqxukY48FAyq3+Woyce7ZHxY6nzGo0sc9WkuwKBPkl71lE9GSHSDu3/4bYdk8+HsXc/b5l6OcI1jIwEiagh5MpaD1EMyMa4ogQMNAcymPIdGA1sgFXvLMAZQcslIAR5BCXldiAuYp7ZH3dFDeFClcKuTQ7+PGKpkDfs2iFDYO0UpRNuNBXJUqHDor0NMLEIboXiqT4OrCYdRAPuBCQy3IycYdIw8Jtb13cE7z0YDogYTuwSEEkOicMd3jwd4qHp6bwI0WqIUA9WiNO8bXoZSju1AD5Qi3xdLYa8dD97UI2+BWW15/5O0AzNjKr0Wh194LwCRw191v49H71zCWg+v1njW6+FMuvybL2bkBjdY0G4+5TbVmzzNvHEx8Vb1G+7jJx5goXnDK+wG4x+eln/bGqwh68ndXxpsqtyib0+rkfOvj7+KVv3K1p//Lfdz4yUv4/rs3cuaPXYHK7eBAU01Ro4WcbDQkXrKYxQDbzMRLNi4ou4Zw3ggI1oaw58jraqBXd4GAtlFb5C842X9tCHkCyvuBBH0Iu3bgAVLllTsFRVO8F6pt0way36Lk900WEHgJktMCVAQ9SZyo5GpYobwr68QED4hmNP0xg+mVqNJga7K3mKWA2bRGPch5MF/N6ck09+Xj7OqKdMxoy2SrwyvHH+bE2qNcM38ikSlRoxm6TGg96sF4De0NiuyQjCOb0/xCa5av9QFqjOkeI+sf9e/iJpYWazT6DMwMD8Syvd6ApVAdwFzJXlkJ5+mfGXw/X90inYgec5szflr6g+//k7DHqkScoFsO5GlVXGnFqnnpb20aUKy/+ydyQLv/bRdz5o9dQdAuSMfDYaydZ0nFiyU80GDuEI0JLbUwJy8MxWxCPK+J5x1hxw326P6YxgWQ7AaUkXi6wOFCcKFFWUUwmjIx0mWxm1AkFtUxQsnOxPwuai973SJZu8sj9cpYY3LnWTIWlVl0GchnQmmKVoipPodGeUmErCldOpLthv4RGRAM2GC6gP64RRWKMChZFy94xqRPJukFqHrB8fWtlE6xNR0j1hk6tLjJFFWK0/+Anq/gxLXbOSxoMWM7fGjXazi1+QAAv3TUNwHYtOFKkl1e0smzxzp8SuXBAnolZDkXTv0GdmFx8BwH63b5nrts3VKvYxsJr3vtZQPPpaqqfuHWP904SCFThR2kboiBMeis5LZNG3nVm6/2gyn5/Rs/eQkP/Y6YkZ59weXYQBNkBQSacCHD6QhdwuiDmtmkyeKqmDvbG1ifzNMtQop+QH23IpmGKn45HRNAjsE+qYQ91gsoKTAdQ94a9gs2lHVT+YrYnsJp6aV15iOj/ROuDNUrQEwVmqgCqmPjjcctQV9Thsrvtf65JXqZEaNjVbCEjkqcinzkL3Q2yHOKmxmJKdDKkcQ5RarIC8NY1GO0JkO6usnQynJMfQfXPfIyGtPQ2CbXhMqradWaBd657jqgSeqGe+onT5WzZeebH0IthNRmLdHONvZAWrc/rKdadznnfms/P98CHLzs64OAbXveSCl1IvC/gIucczPP7FMc1vMCJiilHgaWEM5u4Zx7hVJqAvgUcBjwMPCzzrm5fd3HU6p9IHXddRHJTEHQyXnday+TDSUJ0EaTjwS85iev5Gv/8la+/s/SJJz5o7LZ6rySHDi+9i9/wKm/eDW1Bd+UKHjt66+QKUCJN1t0YuKShOi0gNxiSotJS/JWRNAvcSqkSHw0jT8MiUxANhXTk8mVKt3AcMYZNTgEFokirynCjiOZyTCzHcqDG0K1Law4MEcackeQWdJRebwyUiinhhcIJdPnINToXjmgj4u+V0zFKEsUopGkKCAKcaEhnu6TfL3FGSffy40vPpxpM0Vtu+JVJ93Po9kk27ojaOUwi4ab7j0MvSgNRL5GXHrKZslst06oAl4eb8YZR9B11HeLYZhTsHhwgHv5Iuc17qGpm/zfToPTmvdy5Rs+teK9vW3TRk76/U3ye52uGHIeaBvtk0WQl4Fi6WhA2C553ZkfIhsNRSdZOJKsHBzMrrvpvXzhS+/gvNM+KBGlCJDgvIfEF774Ds457yPozA4Ar3PP+bDQ/oPKx0Au6g6N6UpEpA0ULtQkc4p4tyFtFtLkaQEQykjWbxktc6K3crhq7CxE0hAZdCnxoU57rxAtPWq0UAqQZRSq6wjamRikgUxmQz30C/EX90BB2QzJRiRHW1lH0C1BK3Qcy9q1AuihlAAKpf9saoOtGx647WBcvaSoBegSXnHsw9x711E4A9uXRgh1yV+70zmoNs/3F1bT+/4ojFjcaEERGnY8OoFp5R59UzS2eGfxQA2ar2MvfJD3rv42EDOiYhZdygkHb1nxNm/ePkE4Z4gWHeXcwoE/aXCWcj8Rf0qrFQe1oiYMqyqJxgVappdRwHmnf5Drv/GHA7f8sy68XJpK59B5ifMn8ded+SFalYlhIODS2RdcLgBS4L09/KGqMpt1WhEt5OjMUN8a0q4lRFM9anHGwpxIHlTppRDKy8wE18X0HSr0wJiDMhEaajomDbDOoLHD+VhfO9DkiuGiIxsNyBtKNLl+LdjAG8sZuV3WVIAeGDGavjx+GUmMps5lH1elGxziylAx+pAj6EVko1aer1UES4ZkWrF5dpx1Ywv8/bZXcsSh/85n5l7G9p1j4BQnHrGN2azBIdE0uTPcMbcOrRwTk216tYSgJ9TnMlIULce6tXP88sQ3eOeuUwG4aOQ2TjpkyLa8/eqNHPqXHyWeQ/x1DvDaE8Td2/VBRxEEAS5N6a6NcZpBXBzIYTrwErAzf/SjfOX/e/tAknbmj350cLB3SmjXN3zqEl76W5uEku1TB079haswqSNIncQwO0nq6E8IM0VZhKJtFKP3Oxao4Y7o0AgzsiKg09bUdkI8L6bQpm/F4ymOKWIwRmH6wlRQVgkTI5fNNooKJusd+nlAv68xXS3Msh6EXSQ5xA6j9ao4VLynDQB9L10ItJfVDQG+yvuhYn6oytumdJSRZv0NKQ8eJoOTqO18TwIukQn00nydm+cOIY4KuvWSYKvGzhlyYG0wz6Tucm9/Hd+dPwi7GKG7GlPI89Z5ZaRn2NoZYcZ2+PvF4zgsmeaNL7ppxftc32JI5kClBa7bO6D2XJsXqEqCEwS4Xn8FkLBPsHlZv5BP1Ih2LXHRUW/HjtSwNQHFFHDuWR8C4CveaPTCk96NrUXoToYqS1ww3LtH72mLB0wSYmMj+zMeLOsVuEBT1gy4GJVb4pm+99OIGL0vYOfxLUbClBObm5npCgAdLkEyb8maCmUVeWuY3mFj2YetFamwy0JMV5OPWnRfC+sxh2hhCPoGfYdJxdBzINMtKv8a6b1RAVkcQCwvwkAaYbzfQyZgm1rm0TNgDCeaZC7nzx59Lcds2MlMfihBT9H3AxGTwnijx2Ie0ytCmWE56C/F9MsQjUMpx2KeDN/jSJiUJpU+t4yhPwnHjc2S+AvGo0XKIUHMx172icHvPfimd3LcezbReGAGtbhvM/kf1g9U3QQcpZQ6HNgK/Bzw88tvoJQ6BPhn4Jecc/c+m0/m+bzSn+2cO9k59wr/9X8FvuCcOwr4gv/6WS1lDNfbTxMtSTqBKhy6L5umC/UgSqaoKV7981cNfi9viJtrpWUsvWlhMp1LE2Ad4VJBuJATLRSYfjnQDy7X7irntexZgekX6LQk7MiGIbngFUNBGgC5A9mwlXPEcwXJrpR4JqO2OyOeK1BO6Iii8w5wtYjehEysAJFmVNOExMg02COgDJpbaXpsKA2A87m7Oi1Q/UKec1qg+jmq3UN1U2nUvexB91JWf6fHQlnnVw6/kRNe/iDlK5dITM4nrjmT6f97MNnmJqaviDdHJLs0E7drat9uUL8vgqRkfWsRgAmj0GPZ0LTJayzTCTjzkPuZt9L839I5nFs6h+/1fW49WhJOd7D9VCiLB1CD8KTLax+VVlxz/xXowhEuZOheQbSQE8/lkh3tPQAqKQ7A9Tf8IeA1hEkoqQbe8yKc7WEWU4J2hmnnmHZO0MlQhaOoi2lnmQT019VIp2LSyWhwGDeZI5oHszPCRc5rF+X7KChiD3Z5oyO97DOQjil6k7LeoiVHMutI5h31XU7kDKpi4SxLAvCeCTYyMh3DH9aMoqwF9FZFdFcHZC0t7IRK2lOLsM0aLhGggbKST1hJqvBu+wd/3pJsDehskGzti6Zup6gNo7Kacco9u1bz+UeO5qEdU9R2KkbvMpi4IJzso3uaMjOsXr1IY7SHchB1HGFb3LCdgd/Z8HlqStbubbll1fqte327Ww9Dc1v2wl6zvpx1YmpmNNds/1Np9DOLnltEdTN0u48zkrJR1gPOOW8ogfjytX8g7yMMUkUAdFpgejk6t4O0HdMvUaUdpo6k4htSscmUlQO+6VtqM476ZvkMTDU6oKu0kKFZXthzvjH1CRCpMKOcEofxoiaZ4KJn93Kctk9KcAyuIxVQUNSEnmtDvCO+AAlVFGXlGSJgmDAcwq6w0Iq6Jm8FFHVDZSAWLhaDx5r4fkE6Ipf1YNHQ2KKo73QUhWbnYotHZiZ4x/0/xTd3HMb4jTHR5ojDkmmObW4n0Tm7ixHaaUw9zDhxapukWlT6dcSk78cPuo37slVcv/UYrt96DGce9tgepXlvSHPrgctKeDIVHPMiL4HQfC7/P5jUytqtIj+BcCknmuv7A7zj7POHVHJn/GTTL98BkS8TIEHnjmixJJ4v5RruhxQu1OjMErX90KKUg4bTUJsuaWyFYi6hncVM1jsEXXkcMb6THqEy/CxqChd4OnimKGsWFzhJ0PH+H708pNuLiGcM8azIzOIFkVwGPSdgVjLUkivrqd/l0HBRVaaMWkCKChDThY/zTUt0Vg58nXDIZDi31B8I5XkqSZzIVpUQl9AsUQsBD+yaoiw1rXtCarsdIw+AWdJ8vX0Mq0xJonO2tUcIFgzNRxUjDyiS6UKkF0s5RQ0uWncX92Q1dmUj7MpG9vp+tx7NodvDdp45KeQzUstkDK4oVng6uLLc6zVCx8mwX3jwStlXAMIA1S8Idi9hFrrofi4Rtsvq2u9dKnvmcm+h6n47KbqbEcx2CGd7RAsZ0UJGuJj5XrEcrAVV+Sb0S0zfksyVLDw0xgPzk6wJFwi1GH+G3WqNAw6CTiVfAJ16z445qO1QBB1N0bTYkYKiYbGxRFVHS1CbdSQzjrAryQ4msxQ1kS/Y0DPCnKNohuStYLC/FXVD0QiG4Jj1sp2FnKBbDKJ+g24pEqQRQ3dNxPw/HsTdD6+ns9YP9OqAdhR1x1I/ppNH7FxokWYhNnbQNdyy+SA6WUS/CJnuNZjPatzZ3kC4pAl6Kw1Oy5rjN9d9CYPiy33Fpl3nUlv30F6XiJpvP+Px5/9xSoZKB8p/j/tsnSuA3wauA+4G/sE5d6dS6i1Kqbf4m70HIbp+TCn13T1kE89oHUgyh9cDZ/l//w3wZYb5mM9KlWecJNOFkYCgV8qhwldRE12fUwwOLFWF7VJYBIGmDDXKOs6+4HLMgMLnL+J+UxTzIUAptLWUsYARAPG0aPx0VmIjQzJXUsaazpqAxg65EIqJFoNouqypcSognk4xnVQOL60IZRS1XTnOKKZPCOmuCbDBKNkIDOLxkDQI/N+VzA4lDBXQkTcNvQktExMFpp16zXlF1VVQi3ChQeU+ns9vYDYKcEGEDTQfuvkirnzVp/nFdTdyU+sIzhq5m+/seAmTd6TkjZj+akc8IwfSxo6CeF5TxorOEZqZvmjHJ3WDlx66hXvHjyJelEamjBXpupy5rMEnZk7jmqjNPe213PbVo/jnT28C4O5LN/Lid27irg8JdVRtnz7wGAlPsoLJSYqZGXStSXnCkZx3+gdhVYzu5SI/6PrEjtBg4wBVusE6G5TzOcp+QqRzy/mnfkDMCkuZKlE68cNwYlxkvR7WhiFFrL2ruBtmoJcisQl6irRlyUc8g6Vac6K6kca5gCxWpCNyP/KcfMNQiGGkKhz42CbRkVtUv8DWQnRqKRvR0BV/MPl1lFoahaImk4OB/ryXD/8253BRQN6KMGmJWUwHFE4baoqaIVwqaGwLmHl1jqkVrAkWKOow+oBjdqHGSNKnO1MX1kBbEc/JJHphJqZ5yAJLZR21GNA4KGWy3mG7HpWGOpeDYm81nJXI335n3uW/bb+Qr332SkxX88DFF3PeGZcB8NDX38V5f3YZwUyblaGKL7wqz3455ku3oJIY5aUQ9S0ddCcdNMUuCrBx6FlRj8W5K0BJOQf9AhcbAX6NyF5sYPw0TPZclZZCZtBifNifkBNxPDe8n7DjMF1FrxdQD3IIh5pYkzkvWZD/F3Uthl9KJDk2grIGhRIfhWROgIp4wRIulWSjwQCtV66ihyv/t4iXiLKOMlaSCOLdyAVk8Q24Y+CVI9452ksn7ODzUYEm6agiaiuitqW7RkvUX6yF7bOtTnc8J6znlFYz+8gY6+bk5/+w+eX87uFfpGtjZssGcVAw022wbWGUcEmeqyoB7SBw/OuWE3HuJGZnmkQPJbzsM7LnfufPNg6mm5xaI9ndw2UrY5lfiOV2TuOKnOyUEznn3I9Ay/jDs8WZwBsQgguM7EN7rN0y9iyTTPqDoqZ41ZuvxjjRYoc9i+lXZnFi+CZyQ4VSIqdJR+U+k3mRoikv6wnmDVt3jHPE0ffzgB6yXFwGZSSmcnldkTdlyim0aR9T1yyhVOhU011M2GE1xXxM3IV43q/DUvqdoqbRPrrXZNbTyR2mX+JaXleeyyDFBcZ7MglYoDNhX6qs9EajAuQqLSCvslA0AsbutRR1RV5X9Ccd4USfvBeABTcqn9mlhRpjXfGOCPoWd5/hztPXs3vE8KJ4Jwe1FlhgitbmUsBso7BANhHTP6PNOybv5ct9w/2d1Xz388fw738pa/d7f7SRV/3S1dz18YuFeXqAen2ABw68j9L+KlizmnJmDhWF6NWruOiIt8LRqyhHauhuLiBBT/YZ5wdbewp8dFrI66+1/Bu48OT3oLyxeTHVGiR/KT9IG3xdCEPKhgady/oOeiVOK+KZkNlmi+5RMWO1HgtJDVwsU/9YDWQuTgnI6gLfQ/QEvM3HS1Qzlxa7UWC7BpMaYeROFyJT8SagzvvP6MwRFBIpXbEXZZCmsArP+oGw76V0rmIo+L1bqQFwFnYsvSmJTB3ZXKBcRH8SspbEYpue7PNpGjBjG/TnElTgILbUtxjK3Q12T9ZgJOfIg3ZhnSLWBaoUjzSTWvELCSCeUZyVOL7QG+XPt5/FrV87mhM/sQmTwa1/upHXvv4KAO7+zNu46M9/awVj5Yf1g13Ouc8Cn93je3+27N//GfjPz8Vzeb7ABAd8Tkkm1//0phJrnHPbAZxz25VSq5+NB77efnoYCRmLpi6efiySV2kaK3R1eUUL0iCV/qAWdIcRX0UzJBsNKGNNPC8bbt4IsLEeuMfaSK+INnNay6HcyIZX1CBrgp4yjDyYE3Zkylw1BN01GtOTg1Pjvh6uIVQzG2ii+ZTe2hrd9eImHnSNj6sB3Rdqd2mEGh4t5nKBcA4XmsGkQJUh6UhI2LEE/RLdTn1Kg5c0lI5iNCFvhYRLOaaToa2DLMPWAvqTEc4omjdrPjp5Ie8/+jOcO3In64NFwi6o0jJ+n2Wpp0nmHL1JaZTjBckCTrbGbAkn4CXy+qyKl7jXT+FsTRp6Uy+4e3o1txXrSDc3CdZ3ZcpRFwT7ta+/gin/Erdu3oJtdw7Y5uCJVjErqp+y3RYZTmGJZzPKVjQEEuJgwJQxe7mg2NgMGCiVkZZMuwRRckaDAeXpfsZLH5yfaMjt4aufeRtnXfRRiRbtlQS9UBB5B7ZWUtSMUPurJhM5nKlSDndFTah8yazcv0mFAVQkmmixGNJnLTIBBAHntKaMzZDh4w+KNtDeE8R5ijoEqRODunz4OpSNiHw0Iq9rwq4evG4gj2MiQT6aW3LyqTbHr9pB34XkI5Yy0uitCZvdBLWtAfVtctAL2zL9qG8LWByt4yJHuKRZTBNym1PfJXR3GynKEPIX9Xj9fRfw/V2rCUzJRLNLsDBs44Jdi8N/P7LrBT9puN5+mguavyyKktk5gmaDiw6/GB0EUDmPe7ZM0QjFRXwvpbvZABBSuYC/tq7AKvJWRDYq9xUtFJSJkcNOKgyBPNm7O388X1DUQpaWQmb7dUw9RxWh6G4LcJFaYbSoLBR1RVEXgNeG0uDWZiQuUvtm0y6TMehMwID+mKEQGw3CVG4XLfpkhlCaaBDmQ9C1AzBalw5rBBQoIyUqNE+Zleck99Ob0qSjmtruQoxMx3KKDRnT4y2SXdANA/K+YUdmiGYMqrQ0dlpmv7qW/6HP5I+P+hTHRtv5XHAci72E4rZRGgvDCXpeV+iFgN2711DbBcGkUHmr53nhSe8m6sm18ZC/2YrL8xe8dnd5v6CcHJai+ZXXEVVYipYAVTqXnw1c9GGQvqQLB7kjdsLWctrLGAOFqxuRYyHMR6d9ok0pBqQVCCXSMbypnKW3WqO2xsTHFZRJlUIi+2gZK6xB4kMTOZSVkfccsA6skuSDDJgP6fcCgnlD0PFAgpcpVNPsCkTWqSXolehUooZVzeBCYVrayOBCkWLYSJgVMrlwwoJbNnFTVnybqr+7vjMlHQ9JRwMwjrwXQtcQLGmKNTl5PyC5P6a+21IkinRUUd9dklnDvK0xX9apBxnKAyAu1OQ1GfZsO0vx80fdyqfbo/zJw2dTlGLymI4LA+Oc8z5CzVPh6/fNHPCHMWHK7Lufud5+WowZi1wipmsxyjlqj8wDYBOhulbXWNUvcPXH+oCovBRphXOonXMSBV5aiENsMyFdJey6aF72bJ3mkGvKeihsUu0TdPx+rXsFUemI5kPyVsjnZ1/MSJRSTzLKpIla9KC7T0RRMJB4Vf4BRd1BvcCEJcV0Ak7SdbQHY5UDlXmvJaOwsR6YOGcjIcoGlIkWBpdisK9X/4H/rFrpoct6ICah1qHMUFJpMmGUlaGiubXA9A27T7Ec9eKtPHjzwdR2KtqrA/LFmGh3QDwrn8FoQX43mdGkEzFLqxJGWgscUds9YAgHPWEw9iYVnSMKPt0e5R92ncJdO9cQdoam6wC1LUNDE9ft4ax9wfe6z0s5VuxPP6wnV88XmHC6c26bBwyuV0rd80R/USn1G8BvACTUH+fWj63l+sjwczdTvO4VYs7iF9F1N7+P8864TEyT6mbgk1DVqb94NdGUbKCBZyjorAQr6HdnfUjpL743fEqIFZWhTWdtgM6dsA+89vC6m97L+a++FJU5TCej1smIFiJUWaM/rlk8PMFkMLK5pAwV6Zg3Wuw68qZh9pRJQJqMoOforQpor1eUIznx9hCdw+jDltruHN1JZUNPNbqboeaWqhcV15JpocoLgm0Zyq0hWMpQaYmLDKqXiR5Sa1ReDPSQ/akYpmLqWwxmXpqDhSMMqhTq7+LOMVYd1+bkKGHOwjlv+SbX/9WpTNyVMbkgFMegp8gbGpREX665uaC4I+TFD/wXioZj8nYYbQs1sgzFFM88XGOpGYtuuVGiHmnQ3AmNbZbGlh7BfBeWOly09rew7Q427T/ptfJM19Ndu3teIGwgJp66n3PdLeKPUJmGfvmatz/m11/32suwNfnIOyUmRJQyvSkavhnOhBJe3d+553xYDjPgL7zDQ5Lcj0h9Ju/okY+EzPQD8lF57+N5OUBX4EXakkSSkYdzXCiHq7DrCLoFC4dF9NaAKhSNHSG1aWFGmMxiOikuNOhujkuEcZFOhGRNOYDZQIxHk3lLtCCOxqLz9pp1C6ooQGthPZQixciaGj2REM6l6KwgW1UjbxkBPxQkYcFxzR2sNku857x/4QPmJxi701BuTxh9RCibNtLiqt+zrL0xJb8jIGsp0jHo9KZgOzT6BTYQwCRraiavT7j3P60iW4oo5kOKm1qsSUsaW7pc9NfvwO3cjSsKzo9+fp/01ee6ns7afYyxqGesuETW3LXelfzsC4Qafv03/nDFzV935ocwiynlaCIUWnLwxmBlEpCP+MuYcwOd+tkXXD6gq6YTEVlT0x+Xr7/xj2/l3HM+7Cf/lpEHe5gsYf7Rtdjj+/QOLqjfIiaItlTeHFFjA9lnw44DpygSCBelwa0OfmUkJrlKyUQ47AI4Cn+oGX2kHLITeuUAiMYJ0Kc9+GFDTTYWDnTvoRUgurdK5EV5XRO1ffa7pxE3tpdi7pdoFo52/NpLb8Aoy18svJbWoyFhWxMvOqKlEKdKod6njqk7HPa2Nfzq+otJR+TgGS1Ca7ejDKE2U1JGirwu/gt5U1g/Y/fK52jk4YxwtgePbsdZS3kAAbfPZL+gv/wd7GtfinJQ1AO+4LXl4rMke8EXvviOFb9/6i9eTVS4QRqD9tP83mREGcneVRmM3uTjeV/741fgNHRXiXGi6TEQpN74yUt41Zuvlklx7hi935E3FF/+wkmERy3Ry1rECyKnyUbU4HBkUvlP1XwkdIJQagKJsotntIAKSn6WoogXBdjSuSNaEClNNioTXReKr4JyDhuLnKxYFQlgbH2SROhZNP0SG2lv8Ozj9wqJS608eSpw2AailTddTXxwn2xXi3hGUdsekcw7mlsyD8xqbCRyiy3/60h+r/EiemtkXU7dJ+9FURNmXbRkGb/T8HfqdP7tkAXSW8cBaG6BZK6k+XBbGFJFyUWHbRwwpVQQPq+gwn7XrrMD0+C91T7NnK2DvOA6n0Ry4cnvAQPXfvcDj72PMy5bKS+04jeA0WRrJA3DBuLR9PmvyGfhgpe/F5wbxN46rcibIZ//yju54BXvQ2cFpDlrbyxJv5/wDf1i7ERGrZXSO7mg+H7A1O0ZecPQn9CkI4qiCWVd3pOi5XCxhUJTLNZoPaQHRsoCtoqXgU4txnpD0NyKNCwR1ksF7JWxIlq0YjwdKmHsgveOGgK21ggoN2BcWPEjCdvglMjNnFHMvRjitV20cti1KWmRMHZTTNh2tB5NBwwyG8nnxRmFus/R2TzFfeOr+N5BR7LuVivXnUAAuCKBeEfAn29+Dd08ojtXY/UWR+uRjPjRWS7a8DswvwDWSb9wgCSP/LD+49XzAiY457b5/+9SSv0L8Epgp1JqnWclrAN27eN3/xz4c4ARNfG0YCQVhIRf/h7XZX/PBS9/L0Ur5tyzPkTZlAPLNz59yd5/z7vLf/ELYutw3mkfRNnhhnXrxzauuP1XPisHu5f/xibKRPLR3bJB2edufDcXnvyegWzALPZwh9SIlyydNXIwcloTz5eoWUdvyhB2LY2Hl+ge0mLpIEO05OisUyQz0pjG20PRPS5aGlv7oiEuSsgrcyQLSTzMAQ+0yBicA20w3QK95CeiGomArGjrgZEpMMOpRT4W47w7bt4UKlrtuHmOGp/lpt7h7C53M1Nu4NO3vJx6S0CEsF0QLhYERmEa4kIOYGsGk1pWfU+MxXQhhzuJEXToXNHYCotHKQ55yTY6WcQuNQabQ7IRRdwKMUtKBmZZjksPjMnuM7l2g6/dBkic5PmvvpTzT/0An/vmezC9YtDk7lllbfhx//K1AnRd8Ir3YaNw4Omx5+9WzfGZP/LRFRRcGAIWZ59/Oc5or4cEF8rEJ+iI3KAyoFMWyY3ul+hFiyrEqbyoG3prIBtzhIuKvKGIFpVPPPEGU3lJ2UqwocSZZk2J0ytjmQ7oXBrR3qrIA2uWsOP9PZbJl5S1Io1YplxyocYiVN35IzX5iDzXo+pttqWj3BOu46vzR+MiS3ObNCLRfI7uFcJO8owIlCLwOs14QdHYoT1jSX7HKTmY9cc0P3vUrczndf79Gy/zNExFf3WNWGuC+Rp0e1CWuOLAOJQ9k2u3eGQz19tPS6yptVx4wrvIJxtoHrv+Br8zJiZVn//q8LB24cnvoUwMhQdmK7NGgC9dN1TInfJrV5OOyiG4qmpdV7T8eLagEYZ010eo0NFZB9Gi9rRuYYRVpowVWFxNtSozusIf1PKGJl5cLpnTA/mCDQQI0IVkkVvPshGjL98wN0PKWItxbznUGwPebFEe3GkwhTB7ioYhHdOAprNe4Sb7zOQNvrz1ReglQ23akszm4oET+KhBrQayJbSisb2gvssbqxrIawob+cmiUuhc2EP5hpSFDbD2ughVOhaOiIknQ0Ye2QZ7SUJ4PusZ3XNXr4J7tnDNjo9x5o9dwWlvFB8le4i4sn/zExfv9fd0JqBqteeec95HKGpyQCkjuPVjK3+vSpQ6+bc3iZdGiwEgC/Ctv72YV7/pKpyRfc4GmrCtyAtNcXBKuxuj0+GU1WSeRRPAyMMCeM0fAxjJvacwA1q5jRgYv5WhImxbjI+LLmqG/rgWdsS0+C2YzNEf195jRKbK4pXgWIE6a+WNUP00HD0Y4GQjwYAB0R83lBHkEwUUBrRILkYfyjD9UuJUvWTUGsib8tlK5h3JPAPD1LypBz491ihqu0taDxmSIwsW1xUE80YkZ1OG2u5IwIQ8h8IPlpZFLD5f9Uyu3fJu8TWp9t0qCr2/tjFYl3uWWeoP+sJr7pJ98sKT3yM/9D3A1/9p5bCtGkKc/+pL/b4UDgdnN79P7uOkd6P7BfFsn9bDLRYmobQaVStYepEi7ETUd5Yyoe+D7ULerMwJneREFhLDaA3U5oQ5ZVIx7pRoHoUrlGfGSCJOESuKhjDOTC6gcG268GtGDSSTK6bTeijzrAx5QQCLytdAGECKsuYYSTKsUxI33IP6LutTfdzgfrKWwYbCzlQlxAuO2oxl9CGR0mUtQzJboqwS9kMMY3Gf06Ye4ru1g9j9hcPk41OLUH2RCboiP/DSnn5Y/6HqOTdgVEo1lFKt6t/A+cAdwL8Cv+xv9svAZ5715xKFqCjkokN+f6CFckYTdAt07kQfuUd98xMXk40YvuqnCGeff/kgQseGYhz04j/ctNfHu+XPN+71+zBEhl0gh/bWQx2hOinoroWlQxT9CdEHl5E0qLqXE8+kjDxS0N6g6K1x9FZJjFk8K9Fm9R3pwDiRXl/Q5eoi6RzUa7iRhvg/jNWwzRrp4VPS2AbLlofx9GLnsLVQDCgHCQ9Q1jRFI8R0C6ZuLwm6sLStxe23HcaHv/qf+J1b3sS7b3499YdDokUIOuWggdZZSdAtvclf9Th+klO6wSYuOduWZN4RteXg2cki1jaXOPTQ3SyclDN9imX22Ih8VRPiCBUGP5ibrLOY1VNcdJQc6HUv57zTP4iyjnPP/vAKp/Gq+hMB/YlgcNC66ODfg9J5ACiguybi1W+66jG/B0NAbG/1pc/9gaDspaOxs2D8+5KrXoFKktPMgK5YJEKxlngmRXfKkI04bCQShTKEzjojUiOtKBux/FeT79lYk40KkFCZPQ7c8luKsGtJZnLRPZZ2kOAwMG70TWbQc4SLmXw+rCXe3Wf8Pks2JUkT933tcD7/xZfyR3edwzduPpbx74SES+UASFDWEiyl6H5J0M4GBmThUi5AWbtcFqfqo/xK0dQnOuc/jd/KBad9l90vhYXDFdtOD5h7cR2aDVQteVxN7Au5Lhz9NVxoKFs1XOABGa2Gmvtl9fmvvFPAH9/InXvWhySZxEfmlZFi8dCn91rp3NHYkRPNa1rrl3DHt5l/kaY3KfdrUnkjnVYEaUVbZwCU5U3IRmWvzlpaKLG2Wp9DmrsNvAY39Ekp3qjMBooyMWTjEXnDr9FyaGhXRftWNN6w67PgPQCrU0s2ImamjW2OyS/FXPPZV9K5e5zRe7RMlj09HhgkA+hSTPS018Hr3Eep5UMj3iIRWnzYdYSLEMQFpxz5CJ2fXWDnq2H2RMu28yzu0PWoem2v0Yov+Ko+i7WE8199qbw3tjIklPVx+s88du/85icuJugWg37htT9+hXgqBcJoycbhmEv33i9897/vu1+48ZND4CzsOpJZyNsRI2Ndesf1aR9Z0p+S/dcGHhyoQX9c0VsFNvEGjKVaEaen/F5qQ7/GUmF2VV5K2YhIfIJUGBb9yWjguWSySgrBACDDR15LuoiAVq5iJvn1HC6V3qTR0dxRMHafo7Y5wNzRoPmworm9QOeWvBlQxMI4KBJF1tIDA+ky8iamIWQtRdaQ21QmwCZ31KYdux6a4Jijt3LCaQ+weHqPmVNypk+s0T9kDLSXYfgBxA/alFfXalw48eviDdCIOefcj2D6Jeef+gHxTdqjbD3C1iOuvVM8fM474zJhInpT52w05DU/eeVjfg9kQLavuvZ7l8re0y8Y/35OtDkma0cy4Q8tC0c65o6SlCeTSZpZ0FPoYtl/fY32xqFh11HblRN2hWWgS9nnxG+pYrTKunVaAArTd8TzsncWDRmOVdHBYsArwEIZmwHDTeWOaNH7mDn5OuxYykiAiMnvKrrfmuS+uzaQ3Flj/F4BEigdeTMQ49JIwNsqrrRIFL0Juc7YUNZykaiBUWTYhmQa2nnEq5v38ZmjrmP+pztsOyNm7uQJsqPWopL4Ka6IH9aKcu7A+u8FVs8HM2EN8C8+GigA/t45d61S6ibgH5RS/w/wKLAPntYzVEqjazXxAhhteM8ABhPaCk3dW1UxTt/8u0vk9kYNKFD1HftfBN/5H/tuEK676b2ce86HMV2RITTuT4lnG8wfldBbJc73ykpzkDUV2ZoW6XhImSi6B5dQL8iyWFzIM29gU0UxWQu1RCZHzuGUQxFiGzE2Mj6CUjP/0lGypqK5LaB1d3/g5Ou0RmW5sBNsOKBp2Uh5d3MFNU3QNcRzOau+5+g/aqTpSBVlXJdYNVugMzdoDmyoJLqnSriwMvmzPk5QF+Koa5Bsd6fVYAMP2orpmRZKwclTW3nLa77Kbd2D+cf50xl5NCSsx6j0B8MJf89SkU9TCHw0YqDR3RxbDxnw/vZSO1+lOOKPrubB378YjEbPLeImauRNPZy47qOqhnhvVdQ9ep87jLOsvsWb1AViOhh1ZKKaNxVFXRO2BTTqj2s666FsyHMW0yPIatDYwaABtYEki9hQzBuLxIMIpdB3deEok+E0SmelmD5Vm7IWc9CiLmsualt0atHdTBg5gUYVOc2HLBuub6GsFUd+50hvbbJmrkQX+SBRQPkNX2WFnw5rumtir19XMsnzE2i1TEOvrMgvvj13GEtlwqb1Xyd+07do2z5vuv8nuNcdzvhdIwSA6vXhAJDnPNOlowiMwYWGohUSIFRo9TgX0ekTk2V3oiSRJBDwqDa97/36pr/c+8QYhAlx7tkflscuYP3XM3a1x1ANmQh11ss6rCQMRQ1wsufhFCqArA7pmMMmDlsvCTsh9d1CQ1fWe/OUzgOl8hmxYXWIcwKS1cXMC2SN6NSKBMKB8lGQZRJI+kUq6y+cF8aVKiTtZOp7JWVi0D6Wr7HdYGNhDLlQU2ph1IE/7FmgxH/u9/jsO0e8ZL3po9fpGwg7kN/foL024n+e9HFuOvoIdmUj3Dx3CN1DN1AH1MzcD8xBTBmDCkK5hvhIvjI2ErEcMHhdTLbvPffRC2oc/aFN3PvOjYPoOZDfjRb2//i3X7XvfuGGT10i7Agn3jOrvxaQN8ep1yEfhbxlUVYTL0BvnZ/QjggANxgj5WKsKNdZ0AEUPibPGZnmBm1HGRkxdzQedMgtZSIsAu3/JBuIzMB0rTe+M4MYa52Vg/QqtFDPlZYpskllr9ZzIhdNdjiaWyI59Hr/n/5EKAwfJ8/BaQENipo8pku9P0S9AsrkOelCEbaFnRDPl5ieIS0C1tcXeO8r/p1t+Rh/ufs8osWQeEuMyjJclmF/AIxDH1NW9lfne8Cgk4FSKzyF9qz7f9dwxCc/xINveqewW52DrMD0NNHjnHf2lKutKKXAWuLpHhu+7OisD+mulgN/OmnJRxR2BnBDtonuK8q6ALNBRw3SdgJvYKq6BTRDL51xA78nG8g6saHsX8mcFZNH73NWxaobL4mUr71HiZfwBF0rQFm/FKDY/+3OQTIr0rSgp4jngbsUypYDeYRN5HNg/F6uSzWQf1b9jrPKm1jLHYvPmfc2QbG702SprAEZd532Cf6/kxM2fvpXUWXE+OYJ6HSBUkDPH8B+94d14NdzPvpyzj3onDvJ/3e8c+4y//0Z59y5zrmj/P9nn/UnYzTUEmwzETpWTRqFz3/1Xfv9tWSmIF60Ay+EKj9a54ATFsHRl+192vBEysYBth7h4hCzmDL53UXWfqsPTg5oILpGVVrmjzTMvFijRzLqI31PXxW6YjYK6Xjode0aW48FNAmNoM5xSFkPcYEmb0WUtYDOOkV3HbQ3GFw9ohypeflFAWkmNMBApsOi+VQUteG/08lIjOpyR22mJJovCdvy/2hJUF1dOvJWQN4ww6z1UA3owlU0W4XU9qYE85LG3Jvu5Y54AdxCxM5tY9w1v4ad+SiLRULY8QY6Wt7fH8QJrx4fw02MYBuxIO+NiLL1WAOl5XXjJy9h9D7Fmm87iTqNY4hjbCjIfd4QU6uTfvepr12R8IgONl601GbKId02l89I3tBkYxFFIyQdVfRXW6JVPfRoRuGNwpSF2Js6VTTriiJb1KsDkZ+iBfK5yBrKG+RpimY4mKK4IJCDgHcS16Uc1nRhcVEg/2ktCRKFpfVgm+ZDS8Q7OsQ7uzS2ppKd7acXRT0QAMKzHZzWEGhvEKUGKTCmv+yirhhMpXXp+N73Duf6rcdgPfDT1Amra0uES94kMwxQtUSmvD9g61dPTqAmx2XPSWQtZGP7X7tf+OI7aGyzvOYnrxyYYw2yw0tJ0zjlV6/mlF+9+ik9pwqoUoVj9a0Za28qGL3fkeyG/pgWsExJ45e35ADutDR9eQM4qI+aSIlamRjotuS5laHCZOJtMNDhIoCCHOqEoZA1ZZJa6epBtLm6V2DafXRWin7Z+b+3WwyAF1V6J/Z+QbiYEbRzTC8nbOdECzmmJ7pnFyi/pwoDzPlmt0qFKGry80E0Jb6Rt/L5KrxBZLgAE3GXU+OAo+Id5M6QlQaTOlxs5Lr6A1hubAQ7WicfCckbWiQfDcW3/3rfYBWIt8SqWy2v+YkrJK43qrTXnt0CnLjxafQLPrYz6DvquyyjD1tGHhAaeHWolr3TDb42be95YAWMCroy4TV9Dw54RkoZy/MtY6Fcm0wmu3nLm0r7w30V6bd8qqsLK2uxXwymuxIPWKCzYhjf6texjQNsIpG/pl/IYCHR5A1Db5UhaymR3vj4VBeAC6QXyloMDKpBPqcyTKkAbNl7azsUFkVhDTcvHc535g8lXIJoye/Vag9Q7QekVBDK9WRshLIVDaKV91efu/HdxHfVaNxc44RLZH1KQodD9Qt0JsljZ114+X7vZ7/PKy+J5vqM3tdl6raMNbcUJLvFn6b6fBmP67hA1nSwpAiXxDgzXJLralkL0LkYg5pUPDh0WmJjI/1AXXycsqasnaBrKeqGvGGE/WC8yfSyPbqsBcMhSeEBMSvJJEE79zGnVpJa/H+Bj6K0RtZnOirrVuJU5axgYy8Z9nKiysMka1XSYdl3y2g4gJhfqPP1xaMHr9uP1vuUdfFWcEkooKePAP1B6xd+WC+MOpCiIZ+7UhodPvZPV4XQ+M+66KMo9m5iB9BZFxJ2HM1HO6jCYpMQtCKez9G5Iexq2us1J1yyab+Thb3VF774Dl535odwRuOMHuhoo60L6GOTAa27qMHcsXXW3NSjuz6mu7uGzmuEwRDt1JmfGBuFSq0cgDLk67w6oEkzG7Rz+qtjuocVOOOIFsRZXTkomwmqHmGmZTrTObghh6NIYfqOsF0StnPv+q8FkQ3lvo1vjAdae6Wwfq8LUtkMy1A0ZM4oon2g5F/9zNs49ReuokgEkY7akvsezWvKnuLYE3fxx998HSoqCRNYPDjABiOE7YJoepZyfv5JvQ8HUqkgHEz6dJzs9TbZWETYLsjGg30yCE5741XUS6HYRXMZxVRT6P7dgtqsJuhpFg7XlHU49v2buOe9T3ztfu3/ymOe8VNXiuO8UaJNzJxQDwtpDoRdAksHB8y92FLfsMCRo4tMdxr0dUiROJRTNLZAONdHpcNYRxc0PV1WkiJkyj98DlFbJqk4MbwrajWcUdS3dlG9HGc04WJG6g1UTa/wsYJ2xUS8MqMMFlKJFovE5Mn0xCwvqBpPDWVD9NLsQ0rz1c+8jdPeeBVlLOahQd8R9BQbvgy926e463jFyyPYWi7RNBndozJ25glBN2H0kXGSL3VwvRc4O0FpaXaikOvafyOmUcsq6BbY2JCPRCu8DpbX6T9zFfGiHDCcET+UMhGtt8IfqANFOvLkDwNf+NI7OPt8aYjL6qCtIF6wZE1DmUDYgyrCdPFIJwczINrQ4ZDxecbiPnfvWk32/VGaW3xyiRMzr3Ahl/xyLdpd5em7RazJD07ImnpwCGrstAOqa291QDJXUn8wFVd1PWwSbWzorUnEAK2S6GlpWKOlUhrpyAiFF1YAD0EVNRlL0w7DxJXldePfX+J9fhiwxJyGsAvf2XYQHAqnxHP8c96gl0d0jwsJeiG1g06gdd8C5R33vmCnZMGqKQhDyl3T6KkJAPZ8hSozzpf+v5vgoIBb/3Qf+2V1gO9b8pYha2nCjki6UJLsUNQFULht05PrF2741CWc+gteXqHw8glFkApIkI9ZOkoTLWjCJVm/QU9kGXlDD8CMsO2o7ypIx+T5Gb+vCiNMDl82cCRzAnilo4p4QRN0LdEStNcGNHaJPCwbDYiWCnRmKZrCYgzbOSorsElImQT0VofYUA3WnSoh6Iv0TRUlRT1k9rhYJrSejQlAHZ9CwUCys2fd8dGNHPOBTTgD6bhMi6MF+XujBehkEedP3MG/7n4p90yvxkbQXWWI55vosRrBo8DS0pN6Hw6oqqbTSgsLDB7j/5D79BG04iv/tvd+4aTf28TIrCOZLYhn+nIdjoIVTAblhslnT6YqWe+FJ78HleZoIN6dY+OQ1iOG9gZFXpf1qgofvTvjk3UKAbSCnvQy6Zgmb2i6qwNM7jB9YX4Vdfl+Z62maAjw1D46p3uQob5NWDWgmbxTTKeLWPvYypSgWwwGGMM/VtE5qE5R0wNguJL4gJh5UjraB4UDBo9JPTstEZ+Q3pQs2sbOvfe53/r4xbz0tzaRN6TPLUPPvniwxj3rVsP64W1fcvLD3N0/nHR0ivCVk4zf00XddBfKcMB4Lb2gyrE/Uu9zWwfK83gS9R8PTFgGJFyz42MrfnTOuR9BFZYws8PNdi9lA4UN3eCQowrJM7ehTOSNdiSzT13zUjnjghjZqMKC0SRzlnREYywe9YSdp9Q46Npp7EsnZbI8IZvYxF2ld6wV1kHoHGbHnP8DHMQRrpEQznSEBREY+uMG4hy9EBB2kLir0gnympcYT00zqSVvGkkE6Mt0QRUOAlBpST7p6d7zueSiFw7TL2Ra7NkHVWUtTdiWT86+DKyq+ubfXcIpv3q16CKbMkk0KWQTlrQMCHaFQheOHb3VSqL/+hpVr8ELFExQxqxsyL3Z3zVb/tuK2732x69AZ5Z4Zv/0TBsqXKbIxiKi+QydFTgr7seBhnhekxf7vYv9VpV+8uqfv2owYTWZZ8sE/lBSCtBlUkXaj5gJG+SFEapfADhB6hePagk1NRUzJmvEvLG+W1N0tF93XpNuJU5v8bDIN59qYHKk8xphO8SGmqJuJH2hLdNc3ZaDutMaVwuF9mlFhqOco4zDYX62VgMNu62t3B+uv2HflM4bPlU5sAvzwwYyxSsjWGtSIKLvFGeM3Ev7+IgvL71EpE5lQC0MUWm6X+fuA76cRRkfKQZcs/VPVvz43LM/PJgi7fduvIeKgAhiaOW0rIvKP0E9xYvwlz43BDFOf8OVFDVN0BNtbDomlNOo7cRuRoGaEonBaL3PSJSymMX02jHN3QJqVevS9MUBXfTmAkqJEaOfqMWKbES0sWFH9ME6E9154RlDLgiwtcgzW2Stl7EeNLrWM2GU9VNlByhFOhYQpMMXpDp8VYaVyq3U3u+tbvnzjbzsv2waTNFAGtzRunxuSg9S1MKMXYc4wiWFDQwjt3RQxrxgm1rX60M/Fc+dThfVqA+041W97C2bUNYRzztvfrn3qg7DNlomcwkk2cYpMKo6bDy1+ubfyXv46jddJewZz9I2fUAJYyroemnAiDBr4jlFuOQoE/ncBD1hCERtS2OHeA044xmCkSYbUQM2jSodYYfBgapINEHfsx6UXNNtEBL0BelTuRskXinrQAuYNnit/YAkXBJvBBtpZl8crzCprqqMfRwpcMcV+wZevv8e+dnRH9xENoJEa7dEmrI66TFmxHVfKUc2LjI1k8c0t+YEL2QNutIorXCl9A6uLFHG8Lns71fcrOoX2Ev0+WNKC2MPQGUFLgqoEht0Jn3gWRdevk8jx/1VBSpccMr7RRZTWIKeGBgXsbAZnfXeH8h6LJvAguyf/XEzWBNBX9g0uiZGsShNXoei6ffGHJRVEl0aegakv66WsfKsXwUuIpoX5kAllai8vZyJBvtuZS4dtSswF5YOCUVO0V75ujolw5Sq9gXgANz6sY2c/DubyBvyGGFXAMCjRnavuN0fH/6PfLT+Oq795smM3qvprq/R9P2iex7kDkqp84HbvYn+UcAJwLXOue7j/OoP6weg/kPxYVQQDpDa6/p/95ifhwv9QU70vlgJ4DWSqQAJZRL46DnJCxdKtqfkR4qX/eZTpy+CUM1coLFxKFFgqVy0g55cgHUBsy+flOlv5igTrxt0kv1b35FKI5gElOsm6B+9lnLtBK4eU4zE2HqE7mZkoyHpmDjghouSmrC0PmDxsJDempBsPKL3oim6R02J3KIhzIOgVxLNpyslt06yqJUHIky/IJuIB9q0r3z27Xz1X982mKB/4x/f+rhN7Z6VNxXpKIyevoufO/2bPLQ0gU0kQztsy3vgtFB7aTyFGMYDpFzlKq30gL52Xe/jj7ldsqP3uKYtN3zqEk9jHlL6gcEBuTqs4UQi83Tqxr8fvp+D6Dt/uLdGLuThgsLujpnbPoK1mjwdYpu6EGp1d3VAfzKiuzYiHQ8oI008n9PYllLbmRMtFujSEXbEyK6oiBsDky/oTRnaG2L6kwFZUw+8OVRWDEymAJH/hEaAhKygbETkLZFLVAfd67/xh3zu2+8ZPM/rv/4urv/6/mVRIA7sIM1wNqLYdXrJ1E9uZoNpcV/epu80Y6bDcY0dBGt7FK2SvAGqUReK6gvY1O7xnruNNDY2+2QlAHzj05dIRGngfTEsPuJz5fSojBlQcp9qVfGSld9MWRMadenlN8lORRCVmMCy0E2YTxPaWYwrNKbvZW9GKK69VSG9VZGYwjXl8xV2xeBQGAhyvyYTM0QQc10bKHQOYcdiGwIkuFAP3cmbRuRlXnpgI9/w+n238kYoPSABwh6qGETVa/pEarnPTzoOiy/JufyYfwJgWxnwxslv8TMbvsOhJ24lf1GPbATKNWPoF+ChTBkjXkoAWqNi+Ruu2fzHj7lt2PHu8bBvVgJyiNCFMAZ0KYy6ymegojE7LebNx77/qa/dGz95yQBYqA76OvfggpOIyUqW0J+QqX0F8urS4UKNysU0zmQCzoZtMfmUpAeRGeQN7WP7NGWkve+B85RvYaKJ/ExkZ0GvRKXlIFWnAr+q5xz0nRgy58IQWzoskcOeZx987483cvtVGwcsz9uv3MjtVz45Bkc2Cv1JAanX1xe5P11LK+xz3NQu9Noe6aqSdFSJ0/7oC7dfqEpHkVDe2Xu/gELo9vup7/3xRgF/SicgeybxyjYKRELqvLTF7d9j7InUdTe9d/DvsFMSLQ17maDL0DzWCQBQyXmzMbzsxXsPBHJ9TcerBAgvRWs5ippDdw3BUpU+IoCbyWX9xouO+m4xWHahxgYC/urMovy5oDJuBtnnTS79jcgSNEXNyxb8vnzz/76Ym/5qOCS7+X9dzM3/a/9DM4Dv/omsbxsJeFu8tM2la7+84jaHBS1+dvLbtA5eJG9BOqLEjPH56xWuAGaVUmPAtcAFwD88X0/mh/Xc1n8IMEEZg67XUZFME/cGJJx71oeEbtXuP6HDQdCz2FB7IzCDjT2o4JuD6nCdjcJL3v70mluJa4R4uk/QFfdtoQUKqOAUNB5aZPyeLrVdEHRg4XBDd32M6WT0JwO662PS8Ziirumvq5FP1EknY4pGRNlM6E8EOAXNe0OSGdFPZiPS4CwerFk8OKA/GVA0DKWfRERt2WRFkqH4/Fffxee/+i5xc/YmTaZf0F8Ve/r5Y/+0x9Ob7lk3/ZVsxv1JWPMjm/k/x/8154/cTi3IsRMZdqQQaqSfrpehwj2ONvAFUR5lvq7zt4/50TnnfmTwNz7e2hWE3sqhpPr0W/EPkEbQEXYhG7cc9mdXctif7d2t+YlUxVIY5CsHFQ1Xmtx4Dmo7NI2HAvozNdxCSNBRKz5DNvATAFV5gUj8KIhTc2VoVobas1IY6H0zHw8mshsGmdhB36LTcuiXEAVce+dlXobjn7yWKaL1HhC4lbGF19/wh/tlI+ytbvmLjTK9ONxx24/+Cdcf9+8AHBYkTGrL5nyShaJGvZbivLuVG22B0ago4nr76af2RjwPpQLZaysg4brexx/T1F7w8vdyznkfGRzaH6/KUA8ASYnFK+Xw7IY06MqJ/tj3Pr0991sfv5gVKSRJxYCQqLpia51sMSLdUefh7VPs2DWKs0MAywbiMVCtd6fkd3GVfl2aWF3K5ClalM+f6Q+TH0Tvbcib3jOmiiZzjqJeeXTADf9wCYP4VYdP/PGfEX9oXS59uuEfLpHfeRJ1659uRFlYd+YW/uD0a3iNB+1OjhJeFXdYFSxyzOguGo3UpxQkqFZzBQj6QigVReh6HYJgAEheO/sXj7nda37iCoK+HECqA/y+yvkJpxgROh9bazF9OcQEfSeeBUuAffprVyJFh1NXk8mhSTkxfDQZskfWIVoUYMsti7eNFkWiUF3HTb+kjEV6k04Iu0GYFgKUVOtVl46gW5BMp5LOFIgHiTDIxOOjjA0uFDr58gGCyCABJY+zwiRyWd112ZMDEe79w43c8z75naLmKGM4aWQzU8EiR9d3curYg6waa6NHMqHCG4WNA5Fl+f9eMOVZtxUABjyGkQBw5o9+FO0ZS4/HJtAFngUmrAHsMGrZLZNdFXXNiRc/zcGZB+m1lyo4b7Spc0e86JkFTlgIhZ/aBx0xys1HBPAtEr/eUwZSSGecGDwr0KmSHqMA04VoUfyTwk5JtFAQz2YEnXxwTdJ5KX413UISFvye++2/uZjKHFJYcVWykPdwarACNPj231wsv/Mk6vYrN4KD/hT8xcs/zrheCXJd24t4MFvNaL03SM2SPVeBs89Hv2CdcynwI8A/OOd+E9jwXD+Jp1rKp9UdCP/t9bB0gNd/GJmDS1NUHO8dpUU0qOn6EeJti497XzYQJNb0JTZG+c0EkAg4ZAMMgCJ/Zgx9nDHodp9kLsSG4dDh1jvaFqOJoKceuW0faukcrEhbo3Q2yKZbTxRhW5pVOxGyeIihsUOh8wAU1GYcQU+oj0WixGjJmxzZSOi3QbcELRRNSonSJLcr6MVOMYjBMamPx/PTsipD++nUiRs3kR3kGIv7HBK0gEWObE2zuTFOfzGWi0jJ4OCh+ntxFn+BuN7qKBo4S19ffmrvt/EMg/26J/uqpmIS24U0CHmJjqXzDNvSGHZnjVygnoFyRg0AMJNX3/OGjPMS06TKgKIhDbWygsa3HikGzsx505DXZSqWNzXRfIlJlVzsU+9W7yewyk//nNHkkfIyCPlMRgul6O4DhXNDYGL5cwVhKShX0dSfmdcBZMptV6c09dD7IlQBa02TL80di3WKLJdtOeyAynJsJi/a+dHPP3NP5Fku3WwAYJeW+Fz+f/Z6G1VYol0d+utb+2UlVFU0zMBcSyQNjqAvTto0Rf+tCiB+6nKHFeWEMWD6FYAh4IIz0HhYk7c0NgbmzeDg5gLIa7LmiprQ10Mtk7OiDr3VYirW3G69/MdJ41sO9bc2AJwYhVamo8qBs46yFnhphwC+y8sahUsUQcfHRXrwoWJaPJ066fc2QQDrG4scH29d8bNHSss/7Hwl/TKgKDU6Ex8MynKg3X6hlIoiiRQGXLe3VyABhvvEE7tTeW9MXybvJnMSixtoiqbxVGmLyYaxiU+nBLwQbxZVyHpVtjpYyQGqqA3BhvpuS29SM7pYUMaa7ppokESic0c2EtNZo2RK6g3jgi6edeCZkl1JErFGEXQLgo7E/gbdAuNTA5w/mO/pdVDJ0qgFmH6JSR2Z9z6540kyEPZWh/3VR4l0iFvfpzCOg8NZjop2Mhm0uau/gXY/xllhzIXtEp0WOOTzJmDCga8xU8ag4hhdq2F7vb0OzKqK5jLykXC/6UyDchUQZpdFJJYSNR4F6MwM2GL78rB4UuVlNCYfDiAqEDboD9efAP0C7FZ7a1GX70eLEPrfTcegqDtUpgiX1EDuEPTw6TQ+CrIyAQ01ui+xp5WUQxXWszH28FCoXiKDjy132Fh65Weq8lGHW9vnFXEKrGR6fXznaVinyYoAVSJsjlxiTQHO089uIN5eKlNKvR74L8A7/PdeQGjcD+vp1A8+mKD0YEp2Xftv9nmzCgy49vbL9nmbwW2NONKr0gzdi7WSKZl1OHx8YaxhQpGNPnlDu+VV1kJML0elfmKQg678c0o5IKbjIWUkhlplDdxYTtzImJsMsakh2RbipuW5F5EcytIJiBcUxogWPPS6x0L72J3q4Oc376CSLvTKgWmdDb0OtD/U6lfxeS7UK3zp9rYRP6VS4ELHZNQB4JCgxXGN7XyhPAZ6hnChYojIYdDtmn7sXRiD0sGBHQGl/ER6P40BiBP9F7/yX5/YXVb534AqS7AWQoNp91FFJNQ+LPVthv4qmUI9nSpqWszorEzgBp4Zfl0EPZmMNbc60lFF7o2SkhmhUPbHDSZ3Pida0ZsS+nc6oomWLLXdQv92Sia9YZcBwyDoOQrvQi6O/0P/D2XBRmavDZCq/BJqfiJcDGnjT7e6B5cctHbuMd/fVbb5+p1HoUIBBE3HEM9b7JbtInN5AQBfy0vVBYn63D4OYzD0ndifpGx5ZU1FhCboyPtXvXe6cIM8eV1KU1smcPRlm7j3XU/9MFKZYAkVVu4z7DrwqSRhVxgvRW3ItnFapmY6V5SJ6NPT3Mse1hWksSXaElGbVYTtEuXdaHVqJQ5XC6NBGDSyH1fAiDMia6i8ESp5Enjqr1E4BOiuzMGeKSCsqEtz3jAZicqRdh1Sl/PWB9/AA988lGJ1jisVY10IN89iF7yJ3Qtp7SoFXp5x7R6+NCtuZuHr//TE2B2BN4TTpcKhMIvF8JASKoj1YJJaxuoZAXHloM9gemoyD1ThmQkeWEjHFG5RdN/pWEC4VKJKYXY5I+uwvUHRPbSQPWlanPRr05LKpErnvRQkQtSgKeoBJrOYvh1K6OJwRYJA5acDDOSIRaiGfg/p0KPjab8WUQk6xOaGHzn2dg4Lp1lrCr7WXcv/3XoS7UdGcLEw9YJuid4xS+Ebl4HE8AWwhpXWYPR++1yQwdkT9TdwgR84WCRGPA7kWlo6VFkOejrTd3Q3wJFXX80DFz+5CfyK5xaZQbKXLmTSP9jzPDBmAwasxaIm+3NZg7zpKJuWfERjUkUyDcWIxdVKgumQaFH2ySomskotMalnN8YG5aSvVbkwMFRhsXEgjJVQszztI5m35A3PfAyk36heD/UM4U/lqox6PaOmVn4YUpdzwx1HoUoFSUlrHpLZHDu/uNJss/LQsO65WMNvAd4NXOec+7pSqgVc+mw/6A/rwKgffDAB0Ksm6Z60gTN/7Aq+8m9v4yVv30Q25ql/JdR2AQeFNHc8Mec5Vcom1x836BLiBTGIK2uaoFtiuiXlWAAO4nknH/inWKf/zFUsnZyw6laHrkWE2+YJRldhMshGJC+4qCl0IJO5xk5HMa+wQUweRri6xeSaaA7Gv98jbwZsOTekXN+H2Yho0RF2LNmIoTtlRCvvhhfzMpEosGTWEc9kYhzVr6LGDF/48ju54JT3Cy0ceN1rLyPyh6+iHuASQxmqgePtE6nKndoGaq/UMGvAjucEumRX2WZbGTBXNCi31hl7QDHyqESohe2CYGGlE76OEzExxMtfjMH2ek/hnXluyh57OOec+xEAdr80xhroHGIJOprGNm/0c/gTh8KDnkgcVCnGcC40lM1Y9H+9nKBbkI2GNHaVBKkmHX1qa/dVb75aHPaVTLdU6ajvKLxbvqIsKwmDwmlhLYRdJxMDrYgXLNMvCemtk8SOaAEWX2ShVaCDErU9IZrXBD3j9ZMCICRzVpgxIWQNPfA30YUbmlN6yvnnv/JOXvv6K4h8BKXKLbpb+rSTEhUHAw+VL173+GDNqb94NTCMb73lzx97kH3rmZ/lmHj7iu99cPpY/vKW05n6ZkjhHawbO0rimQwVhQL6OCWGWr4pUHGM7R6gvkZKw0iT2ZdP8dLf2sStH9vI0R/cNGgAdS57bnRck5GH0yd8t3lDedq+kcNIXZo7ZQVMyOsaG8q+3lv/1BunU3/xamaPU4wi+3y05EGCBHqTivpuR9R1uEA082GblRFmnomQt7xZnINsxJFM9giDksVM098eYFJN8+EeNtJ014kUTFkBI2q7/RR5oSToFpTes8MGim/841s546evXPF8XaKkmVXiTSJT6Cf+2X3NT15JbXsXF+xdLmVD6B2ZEeuCR4sJbuqNkuicm5cOY8c/H8rknMPdLe1EtCTgl4pCSPsvmMMYgBptYUfrLB4zwqt//ipu/PtLeNlbNhG1Hd1Vsm+YPrDhiQ/cVFnF12pMKsaheSsZpH3o1OK0oQi9MeHTGPGe+gtXYWOF6jiSGTuI1wt6jqIuzz+vy5TX+n2yP6lIZh1h2+JChUkdvVWarAVBV5E3IRxJKaIApmMB2DLxaFLeC0f8cDSqLNGlyMLi3V05fJWCHiuj+NLn/mBwPQM47Wevkpv4+0Apgr6jjBTf++MnBgS+6s2y75ahaNT3rPHxDmZiiSgomQw7fHr+lTRNn7/53qmYLQnNnWByzcijAvLAUJ6lvFm3y4sDGtR1HvyYvuhFvPhdm7jrso0c+95NpFMWs6ZHvhRR2xISdGB0ct/m4ntWXlf01iQSdxgIYCQH8BjTk/WSjhh06Wg+/NTX7Wk/exW9KU1tbTIAmoKu/+yE0vPpfLifVrHQOpPPVjwL6UtzWmNdlHL0s5Bu0MRGDpVr4jkvWcObfXYFVChDRfsgYbPWpjNhlLVigk4u0ZDjibCsgC9d9wec+WNXDAxsi5rss1mrYixIYkp/Eu7/g8dfuy/+w00EneHXe0tyOeXIR7DLEOGeS7l09yn8870nUdscEC+IaXZtpiBYyCSW16d4qDDA5YWs4SDAdbvP6vDMOXcr8FPLvl4CXjjaTODxfMeeszpQnseTqP8QYAKRRLX0xw2H/8lVuOMLqtFN/d7hQWx/Dqt71vLpkNOCqDsNrhkIO8EfblSJd3t+ahutuMBC0Qgo6i2ihZja1jbpqjrllKEaPTklHNmgawk70J8wKKco6ob+6pLuei330TCMPKBopwn1HWCyYqDhrSIlq2lY0fCUxr6nntfMCn1zpSG3kRkitv55qFIi3MpQicdCb/8X4Zf+1ibvAyEykeXOt3vWHVds5LA/v4LP3vkSvrHtcACWlmpEc4qg6wZxVhCgiohw1SS0OysaAWUMBAEqCOAABhN0J0XVAx7+8QRw2NCBdhStkqfKIJN8b3CBh9GdA0QraiM9pDOWPOVUEmsEXCtjmNwph/Uy0cIy8FrybESopbpURIsyhQ27XmProL/aYRPJg7YBUC9RxuJmY8Kun16UDpVDZ7Wke8SL4r6c1YWWW5mFxgtuMK1dnpbitCKd8HuAUWAVZT1EFYFPhBia3u2rTvr9TeCg2bdey7/v9dsyfe7oH8y8nWG1WeLrnaP51AMvI9gZEbXFia2oy2Qw1go1OYGemcUVhWhhswylNWpyHHZYbHoAxkY6C70+yXxJGRte8vZNBH6CbyPnaaDy+nzhS+/Y710tr9KbUVUSJp2LKZwNNIXPnS9Duet4RpNOPrXGvwxh9H45fCnLMDHEKQEJ6spPpPx0y1ZU7UpHLv+O5kWqYjJHcwssLbToTDiStkJ7toxykhxiMrcsfcS/jB4YsIEeMAwqycJyZgZOjGeVFYlalfSw3DF/X3XWhZeDUhgne7YqC/H/2aPu/sBGjvuX93PXwhpund1AURqioGDr7nEmlrw8LpLnm45o6mvGMFEE7Q66lgiLrdcTRlgQSlN7AB7M3FIbrTRhp0k6anjZf9lEOgq9VbKfRAtP4U6rS6OfhNpIy2vt6f3OVBn0cjuzl5jOJ1Knv+FKjFIsHazQuUYXYvYpWm4xLK6ejw08oODNcPO6or5b1lTWUtR3WmHNOBh5CGabQpeo5A39CUPYlljoIpFknSIG05cYSQDdTilH6+DlZ5+78d3y8NaRt/wh3TAAd/Nqz3wCkuFjLt1EY6t8LgPfg5l9nJO+8yMf5E3f/A0eXRrn2i3HMbvYIAxL1O6YoA/oSueuUXkEh64mSDNstyuyFz/p1bUEVxQH5vDBWVS9Rrwg18vj37GJ/OQuI40+E/UuTMH2LQcBsHDEE+8bZE9isAeVkfS61gh4lNdk37FWPS02ifWxyWWsyJvD+FxlxUwRBPyqWDtBT9hilSTGadBhSVYYsm6Iyw06saAdlMrH8sp+XcYip6zvFGZQ6c1rnRJprs4s1psx21Ct6Bf648PXznmD0O5a+bpoK3qrH/+ze9hfX46ZDYmdsNeUN1LfWx3amCUtAy6ffRELRZ3b59fz4Mwk2XSNumfIFbEia2l0FpOsXQ07dgFIv6CUrGHvF6eD4FkbQiilHmQlF875rx2gnHOHPysP/MM6IOoHHkxQRg66edNIDNJozkHrZ9iybQJ48oY+K+7bu9wu1x9aNaSlVoZzwBNG2as674zLUKWllZfMv2h08H0bGUw7JZ7u0T4oHAAZJpVNrKJym1wkGEEXiobIH3a8KiKZhtbWAlVKJq8NFGVTU0aKeF7MFItkSNmt3GtN6gESt5KieN4ZK2UhZWwICisJFKEYgQllTSaHL/1/xaRnT/froO9WGFc+XjkN4baYpekInSvCFOIFfGMm9EzrmxiyHJ3E2H4qZnaVS/doS5xvFxYPyMYWAKNIJyWOqByRK45Kpev83h89xbXrm7eyFnlTN5kKOR+xZwM51OwtmuuJ1Oteexn60JqPJh2+oUGnwIWabF1Akch7mLe874f3FlFO2BbCJFBkVuOMMF3MXIAqAxpbvdlRKE1NvJDBakN/EnThjcLGxeCxuuCDp4Evoyme/jNX4aLh12Vs0NozarTy6QGKcCHngpe/FxvLBXm58eIJl2zChQK8peOGibtlHe2NlQBwd289X9x2NLunWzRH+rSXEsy2mPoO+Xkyb+kvdx7LcwgDFMiktywhDLBjLdTMHKowj8kQPyCq3SWay8iaCXldGv2wA0tipcD3/tuTX7suEMpr5S9AItGKpeBsQoH1zawN4KHffnImgwBnX3A54VgwYJcMHlsrylDWUzru9blA0PbJIy15DiYTF3FlQS9B+yChcIeLskZMKk238UZ8upNSjNUE9KpX7BrnD2fKSykeuymWkZ8SIokPzggAZUNF5iPwmlvl8/ey39xEOgZ3Xr7yNT/2fZvYkEoU3/Jh+L5MXHuLCQ8/0CLoKYqaI2wrmvNQmykwfTnEgKM/pn0mvUFHEXrMX7+sQyWxrON258A8lGU55DnRfE6RaPrjinLZ9f3JpghUZUOJ9Sz9/jqI9QzFEwaQffkpDncvPOnd2BePPfZxA4gXrBw2ckXRqNIbvNN9BEXDEc/L8+qPadJxRZHKtd4aCEoxyi1j8dQJUrlWl4nC5BpdukECiTMKk5YyXAnEbHE5Nfzccz68wuhWEh/kWp2Oy3UnmRejxBPeummQKvT9d6983Ws7V/Yhj1ff27Ge3paWANaLGmch9t5K1XvbWSNePACMttBGQ2kF17AWtWYVqp/itu84MPdcIwwBa6A/6Th6nRwq+4U0oU9VZlskCmL/PkXDNeo0A7+XCkh9Kvv6+a/8APEq8RDqTwyPJDKwk/7EhQz2eJ1WSQyObFRhtey7th+Q5gY9E2JHCspGSbQrJFzyEqIaFKFnOOQir9SFI2sJaFzWDaYvnhk2MiJtXPZ5POOnr6RcFgFbDQzSSQv1knwxQBVQNi3H/cv7qcWCCn/nRz44+J2j//FS6NewoaO31lHfJve3N1YCQKBKHupP8m93nkAQF+SLMcG8oTGjiGc9iL2MaOJqkSQ6+Ph3FRhoNgRwLssBMPYs1Sv8/z8AnA78BLD0bD7gD+vAqf8YYAKVLAHAceLENr7+uo8+5fv87n/fyCm/NqQ0m6za3OzANEtZiTErajLROPHiTdx29eNvtOe/8gMonw0MULRi7vrQ8PfOPv9ybC1E5SWjD6b0piJBcp03svPuyQ5pcBvbHeGiIm8JMpvMCN2yNlPSn9B0VxnKRBrk0QcgnreolgcAcqiif6qDlVDWBXQAUIXXmyWylGygBEgI9OBiYEtvDqbF8GbPOvHiTQSRNMBRe9/u2MuBiAp4MKlHsfvyHusMelOaxk55Xp//6ru46JDfl0bWGHQVE6k1rhZJZvIBWkorbBKR17WkH4xL8333T773Kd/nl695O68780OAuOOrQNZrNjo0xwp6biBLyZpPvLs995wPEyxlBHkJSkYIy5uLC09+D7YW0txuBkyhdEymvVkLmXzE8n4mcyWtzYZFo4iWpGlpPSqmXr0pI7Ry5PbOaOIFy+KRht6UWqFXrBzu5W/b44CoGES7AWRjoUyaSydSh9QSpCVmsU8x0aCoP3atVBNp05Nm5YZP7X3tHnnl1Tzw1ou5aeYQ5js1bGpYmq+h5yXBwhr5jFQHi+ozcNHBvydrN4ogiaW3UaKNd0cegrr7/gOysbXtDsGuRaKREGcUvUl5nR/c+NT1tFXlDTVgT9kQH2mK96+RZtNpOO49m7j7A0+suT3zRz4qhxMFYddyw6eGLLVX/srVAtgqBd4hvD8ltw06anAoq5prccCHpUMdLnSE8yK/KOuWYFEP9jlVOmwS0Vsdkzc0ZcJAdtYf10Mn9VijM7eC+ihggvw77MjtJJrMTw4Dic8N235ytwcweOSVVzP5MCwdKujLvlJ1Kof2267eSPJgRNCV1zqeE3aFMIlk2l7VTX91sUjfAFVLxIMgCtF5DrUEPGPhQCxnhVTsFPTHtOxT60oe/s2nbmL5rb+9mFf+ivQL6ai/blr8GnaDfUkXDl2oJ8ViPP/UD8j9hYZ4TsDmOz851MOf8qtXe1mCo74beqWirPvPTSDmdOVkTjYTkTVl/RR16K5zNDcLo0sX8n6XMeIr0HPkdfGwyZpmcK2tDB5xjnC+L3to6Z3/vXxGFVakdX69yLBFDZlcShgKybwc8sohcXRQL37XJsIAumsU9Z377heOe4+s3WoPcNphepqgB+HiME6wjD19HomtPu/0D0JRCAgSmOGem4SQhLit7sCU7hQFpmdlan94h19ZfwMAb3zRTU/5Lr/zPzby8t+Q17E/MWQsgpyzbQRmVvq+bFSo+3d98Intueec9xGcUuh6MIiW/NbHh/vQqb9wFc4pwq43YtQiu618wpSTZKSyWVDbEqI6ZmBMrkKLMg5USNCT91gVEhCiimGfYTKRWCoLeU37dDLpYXVuBzJHEEA5bw0/m+mI9yerCWPSJhbT1uhUMVrvk9vHmoTFUQFT0sfl2+vc+eG9v1ZHXnU1D1xyMQ91pugWcpHLlyKCeUO0qMTHJ3MDk/EqivvCE94l/UKjjhtponophAGUFkZHcAvP3tneOTerlPojYAT4KPC/gB93zh2AqPFeyq28xj6vdaA8jydRB+5J6hkqFYUQBpShIhuDYEcML3n693vTX8qmV220+6oyGdIX91dnXXg5YbuQZAgTyEU30GLiuKz6U8FAwxUs9Gn2CrrrakRLxYA54LQCLc1C1lL01pfQkCvAoglJx4V90NwyvDDozMfptWQSA3763/ZZ5bFCWY2yQiNXRcn5p34A5c1r8GCCCxRlYgTUKBxaVei1I2pLw5s39jJpiwVd3l9UpF5GY9R9TdGUEaVJFcoKYBK25efN+xdwoeGCU96PGmvC7BzKaNzaKUl3KEthJWjRl6HVATcpU0FIWQuk8TPQ29mgtubpN+EVbe/MH9k7oPb1f34rp/zq1YNopser099wJfXtfYx15COx0Eb3xmooS1SmiHf25GJdxiwcFQybEys0xnRMES0F1KYLbBjQXeVpwMtYE8upsMo64oWCoGtIJx3xrEx/XQB44yZrhP5dJprTfvYqMWBSwoipAIX+uCHsONF8e2aLMoZsTQvTywkXS/n7lpeCyK+5Wy/fdxMVLg3XfL69jh7LhIrZk8zr0oc7fOPTl3De6R/k/FdfiuoX6NCPHRo13FgLNetAq2E81wHqlO/KEro9n8BQsR2fXt3xUXl9K1Bxn6WG5rGPV6/5ySuJZzNCJywzVTpsvkfCh18nJh/uiZ0Ny1y7HdhQosySWUWWeRPGTKZmylUGhm4ZxVxicxePbjJ7rEyZdCFNeTqqReayIHttUVMYIw7np7/hSk9d9X8ofkKmFFHbDXPP9TK2Wt9R31MNoxEPgMfpAKr9tCqTy2e7AtCdgs5qQ2NXSfPO3QBcdNTb0UqeE406rpFQNmKCwhu+KsV1nb99PtzGn1gZkQSmEwJMPRNVXdde9pb9r10bDJmN+6vzzrgM3c/BS9XKRoQuH9uAViBS4GMordFknl5dxlCMFyjlKBpy/c8bkLfcgJxsMuhNqeE6cOKBo0s1iO3tTZiBya4qvXxOKYkOVGIqagPF2edfjtZDgAE8AOiqw6FCZ24QZwoClOWNPV6jCHInr9Xy+L09yyy7nHe3NyFwqEKBl3DqdPj6rPvaAk5rLnj5ewl6uUx2jRHgqyhQeY71A54DtV9weYHpFygbEphnDmCuWHYvedve1+63//piTty46Qmzak5/w5XCpkoMQaegaAQDltXyUg503xF4uWJRk960TIQV02uCm+zzyiMe5Y6JtZj7W54aDPQCVE8L+JlXe6tnjZWQjkpfmjcktQwnrItsJEBZCJcyytiQTkS8+uevoowUOoLabktvlXzm8hEoY4fKtPD4rQy3SNWADWL0yg9zM0kJA3lvvvM7797na7S8X7h32xoaoz06c7WBdLqoS5LFLX+xkXPP+TDnnf5BdOo9P2oJ1GvYVoxxAlZWaRWYZ69fUEr9JdB3zr3Zf62BfwYuetYe9Id1wNQPNJhgxsZwh6+nu6EpkWw+u/1jL/vEM/YY+6IzV3XS724aNKH7K6cV2YgcHExuCdq5z65VnPkjHxW9t4YIH7vYiLFGES1kJNOpAA+hJp0Qim5x+iJnHPwQkS44qbEZoyz/84HX8Luv/iJn1R/ha71DeOcX30DjwUA22khidPpT4AKHCyBcVNSmRQ+rC0lGCBczaSj6BS7QuCRA9YuBf4Lx+cVV5FUVr1aZgsGwsTr2fZuI55EN0g4lIfuqvMlQf5orTK4oG5ay7jB9g+nBrR/byFkXfZSyGRNMt4VqWY9wJ7yIshbQnwhRDoKuHWiWOeN44tseQdfrFLNzz/vEQccJeqSJWzPJwhEJWVMRT8NdH3r6EW/L6yuf3beLft4QtkveYmDotK8qE83S4XWSmYKiLm77rS0ZTinOPetDmG4hhoYgjJBAS55u4WhskftQpdBni5rQyfOGTMmqVJHeWlg6QqMzAQrqO7zbc6xYPDwWAGLBa3Z7Mn0oGgziy3RuKWva50IPJ7th1w1MPm0oTbbrVR4onka+5GS9h4YvfU6mfif9/iaRAiXSUO9Lrwvwoo9uIlCy3vtr1oukY3cMgSOZhvpu2ZeaW1Je99rLMP1c5FOjMYwn6GycdCKijDUma6FTS7SQodv9geHS871ml5cyBrNqErt2AuWNwZ6szGt/tadEas960eWbiBZYwVDZVxWJIgay8QidWpGI9QpOf8OVpGPCrhKmmRyqcFCbtZi+xvQ8xVQxWFdF4tdlAq973XfY3Bnnzoc3QF8TTfYpJzXFUsTs0QHOyIHVKUinoL5NDng2kHWfNzRl5M0lmxqbuoEBGgzN5k751avJm4p4XgxWw3Y5oJZ31wSDOFaAI//PhyjnIsLUCLOrPwSy9lZOQ7xoefXPX4U5RIvuOB9OdavHMd0S20rAQtmKSCfjwe/bQKRHtckY0y1RpRUZ3zJD0ee7dK2GiiLcERvorm2weGhIGbPPyeFTre/82f7v7+Tf3oQzQvHfn6TCaSjrIZ0NCUFfIpt1WlI0Ak79xavJa55J4COeu6u0N6JFpv9elhPOBBR1R1F3zB0POlW4g/sobWm7Ot21wrxMJ6BMHPG0+DEoK3Kcit3ljETTBX2LDTX5RI1gKROWl1IE7QybhD79yfGNT8sktZL7OCNeG2HHDfZnk4p5dbV3HPu+TZgUwhT04yyZoz68idCzLwBIfIKRk89suCR79u1Xb+SMn76S9uEtmg8u4oyhHDHQTIaeQkoSEPJmQLKrBycdhXlkJ5Tl858G5d36zdgYjI+y85V1eqvg+Knpp8VI2FvdccW+12M2Iqax2Sgc/45N+/3cOKO8eThQGkxmidqKItGc/jNXES6JUbP2a8UpieB1GtIxh40d3UPFaLlWz3nd5F1cNHU7l3Z+FJsaVKGhROSRRhgTwt5CgGbfU2Qt76VUOtJR7eNThQmWqwidlkQLBban6awVwMNkbiAvzUeGi1BHJSOrl+Bg6N02Mfj+LReJDPiXvvWf2dFrsdgbJcsCWo19ex0d/webCHM44eJNpFPHEKYw/pp5+v2QsmmwSwJqRUuW0954FWFiiPqlnAEmGjBep7+6Rt7UxLOxRLXOdWWw0mw8m8bNu5xzA6dq59zfKaX2c3U5wOqAYiY830/gydeBOdZ6uqU0wYb1sGE1+ViNbMSQjUA8+/SnY89WfeWzb+crn307zvsM9NYkpJOxUFx9XjgOwqWcohHQnwwo6pqyHmB6BelYSJkI4yBrwqkHPczPT91I06R8+Fs/wkdvP5/dD01wc/twDIqb2odDqUgn3SDLt78KXOjkgN7yiQ0GGtv6JNMpOvNZw1pSAGwU4IzmulvfP/g7vnTdHwwQ6iIZ6ii//k9v9a7rww3YpELrjRcc8bwbUA33VTaAzgbH4X9yFcVYgVvXR49k1NZ0sAHUpsXZOW8aoY96ICEfiemtrdGfCLGRNLb9yYCypjHdAtMtZAIRhZiR1jP91j7xUhozNoYebeHWTpFPNlBWKNGNHc/t7vLd//7Em+hvfuJivvmJiykTTdgusZH2EZNeYqBBOYeLAoqGUAJsZChqmv4ULL7I0dkA6aiiNm2JF4Ti2l2t6U1KM+y0I1rThTV98smCeN4RdB1ZU7F4uKKzwQkQ5ie/LhAmi8k9pdeIxrwyl5QEiJWyhLwJ/TFFd5Whu8oMPCS++IX/igtXUi2chiL2ztDtfTAxfNnI0d9Q0Dskh1qJncxgTR8XW4o6hG1LbXdBUTPkoxE2CSlGYrLxiO6aiM6GRJ7Tak1v0tCfCtG9HLXQ4br23wwkUQdC6VoN3WxiV0/QObS514nTs11PxEm7qhs/eQmf/8o7sUbRnwpZOjSms6HmWQpy4EjmBXgU1opMXysJWHpcj94RGSZT6L5o0rvroWg6Yl2wrr7I6tULHHTEbg6fmsHmGt3XdA61dNfJvh4tCe067Dp0VlHF5fkNTPoqr1TjTfOWveU3/dXFREtVPKbCxnrgsJ/MlZI25KuciYl3G0YfcMTzEC846jv3vbdkLaH7L23QnoEhB9Fs1IO/FlqP5hQNgwsNLjZkYxHpqKY3oemPaXpT8jnurDYUTUM438e0U1QQorQSMOx5ZNgoY1CRaI2zqTrdNQFOQ/LYROHnpB4PVAeR733+q+9C586bN3qpo7++am/wGLUd/XGR4gT++lrUIDsoJTsoI58soFlgRwuCjgD+q8aXaDZSkeh0EIAoEqaNC/Amn8qzZ0qSeUttuiToW9nvq+XkxDfDBQobiaEtamjcDPL5U37gEC9adCGsmm//zcXoQhgVVVUDhzLxe/t+iAFl3dFf4+gelnPYX19OMtpnbPUS+UhJOmXJ/WT61W+6aiiXCo1cpwJDNhFTtEJsYkgnY2aOTzyoEIhBaa0mvkvPVyktss1agh4dgVYTV49pH2Yp1j33AMc979+4X1Byed3wqUu44VOXYP21wfprss7tMvNyJRIDpQhS5+NDwRzWQU2lrD1klpOPfQSlHLkzTBctXDskmA9QzRwaJa5VCPumJtfqMh4y1qq1lDe8AaMTCW7UtqhCElds5PtIhQC4ihWSGlUodKbAOMKkoB7l1KOce9+5kbJcuZ9tbo+xq92kPV3HPlpn4e4J9lXOyCAkGxPGWzplCZRl1Vgb1czFLL0UJmV/XFM0DNlkTH9Njc5BddqHNshamnREhovOaFRaoBbbXLPjY89av7AcSFj2vf/9rDzYD+uAq+ecmaCUOgb41LJvHQG8BxgDfh3Y7b//TufcZ5/KYwRTE9BqUI7WKRriBF/bBb3V8ODvP33N7pOpJ2tIU8Qaox29CdmMkjkr0oVQkhGUDeiuCYT6mjqiRUV/bZ0try8JajlFP8AVmlgXLNka//DtVxLOBJRhyMjR8zzaneCPpk/ni1uOItllyEbdwGjRRg47WoCxKKSBLWpCUSwTI/rzvkN3czlcaUXRCDj3nA8D8IUvvoNzzv0IGjn8ETPIPgcGkTog6Q1xKVPjdFQTz5c4o3n5r29CF46b/urJvU9Fq0RnQqk2mXg6uMrHwWuJ87qnDPcZZLjrrETlJdS9tqP3/LjjK2PQzSaq2RDn3UL0ek/VBPGZqMebAO+tiprGhmLWFc/mqMJStCJ0HGADkRkE3ZIy1qRjmmzMYQ7tsG5sgR0LI3TuaxEtiBYxXVtAbDG7Q3SuOGbNLra1R8hbhqw1TmtzwcLhYnpURfeVsW8ylY98ZehADQyTKnwayyt/+Wq+/TcXc8Ilm7CRJJzmDZkMZ00tCQtAWQv4/FffxRk/daUg/gayUYlNC7qQzLtBRNm3/vbJrd32ekN9tyJaLCliBRPxQAuZNyTpoqgr8ZVwirwOthZirOWiNf8FXUsol54gr/9ZLBWEMqlWChcbgk5J0OEJZ5o/k7XcZ+aJVH9ck7fk/Rx9UIAEXQKuSh9R3uAQWPBslOMX+eAJnyVRGf/11p8Cq6i3unS2jEOpuOaBF1OWmmPX7cSiuH/nKpLvJ+Lrss4NKN6qHFJubTicoFWO+6VXugySdrxfxKt+6Wq+9fGLOfUXr0apIUBWzQhMagfsmm/97cUc/idXES1oYTD0AaRRDjt2IHnaH1tpz0on8LR2hU4t+WgsjXioKGI5wJq+/B1FA7RVuFklcqf5ttBxe0CRe3aNeu79P/yhDKOh1aSom0G05+OB289GPRkQFyrPGJmYZqMhpm9FhuJZXtWgAIYMKhvA6tWLREFB6DUFj+yYpKgHBId0OHJsmntmV2M6mmwEimZJNGcIOt54VIlEIGrLWgyXyoHhsfP7FtbJwMFHSYtXQoSzbtAvFImwYyRFx3nGix6wvJbLPY593yZ0KSBCZYgZpI7T3ngVZaye9J6bt+TzZzJH6eMw8XGqRX2YauS08V4S0pvpmiFcynGNGObNgBnwXK5bFYQS96cUenwM4ghXi0hXN9B9Bf2Qz7z5vz9nz6eqJ+IJtrycgqKusZEiWhIgqogVqhS5GQh7oNoXcRCGJUeunqawmsQUaO04IdlC3wWQlBSBo17PyHNDFBVkuyKUhqIpgC14MMozdCrgThcQpFYYVqHyzAaFRQ/26CJRnPzbm/juf5eoYxMoYTtnmrIwzLXrjDdl6m+d4vYfvZT/fPOvsLU7ykMPHYQKLKZWEG4OcUZYy/Dkzwh50xF0hykXJlMUNe8NFw69S4oahF0f5V6UkGVcOPUbqDjG9frPOCNMKbXIQCA1/LZzrqWU+rpz7oxn9AF/WAdUPedggnPu+8DJAEopA2wF/gX4VWCTc+7Kff/2/ss0m6hWU9zOa6EkC3RKmJAP2hM14zqgSknEXjpiyJuKvCGNos78QT/WJDu6/PorbuIdk/fyFwvr+PddJ9IrI77dPoLa5gCdQue4nJ86/Huc3bybeVvnnzonU18Cp2TyK8ZhCntwSpEabGYGaRRlYigahnCp9LF9TjwHCgh9FB9Kcc55H5E+1kojmzdXnoTLWGjCr3rz1QQB/uDvSOYs5TIjvH3V/mh2R//jpWSjTcIuBN0SVZQyaSglCcAaeezOBrn9xJ0rf98loTg2R088g/kZK6XR9Toq9iLsshwYW1ZVeXS8UCrolrJOHHTWRujCUduV4wKJK3XGH9gO7vK7x3+Jl9Ue5tJHfoy72zGlNzo85uit1IOcW5eOIOgqdnZazEy3OO7Q7dx30LhMVxf8Ya9usQnoTA+a56wlMXuq9HKFjqP0UiddCDXXBvCK/3w1qjWc/pbxMKrp6/8k0hIXaHEinwilCfWGpPGcp7rv5+DxeADm0R/ahA00Y32ZyvS9Y3TUtvIaFW5gmNafkkztqlxeoJoN9PMZWeanysoYlNZiXvYCrjJUqEC8B3QhQIOYDEJl/Jiuz3nFmp38XHNOfuml/8zXlo5hKmzzT+5kZnaMYB9o0tgJ9522iiIzmEdrNLbLe1ztd0VdJv3WR146LXu7zobRjuJ4DyDAbyV5cwZO/UUBsFBDOUZVX/3Xt3H6z8hh67h3byJoiPmczsQ42AZCTd9f7W/PPfR/fxRcSLFVE3l5WxlryZ83hjKUWOTeKrXCcXx5qVoCPkrQWQ08t2CCDgM5EIYhLg5o3D9Hb3ISePIH+wOhhutDDTyGTOrXlhLAtWg65js1sl011h05zWIvoTXSY2lXwmRLPHlWN9rMTI2RTPaIjYVHRomWhJGSBxA6uS/Ts94YTw+YX9qvW6ck2UH3C3AOnUlUrNzGT6HN8OC4Z1kja//Eizeh6wIO24iB/C7Y3577e/vfcw/724/QWx3jjCHsWOL5kmI0IljKBq+hyizt9Y9duKqUiblqNtBZJokPz6FcRxmDHmmJZHCkCYF+DHPuhVZBuyAblRSloi6M1mSmGFyHlw63mL7ipFW7OKg2x/1Lq7j5hqMxfcXal7U5KmzyqmMe4pHFcYy2LPVjAmMxu2QddQ+SAVPQhSqwUOdDhll1/C1jAQ9QXqUbKDBq4OPhDBz37k1oA7bqdXvD3vXG8z8CwNqRRc790sUc1DAUVhPMG8qmwnYC+qss8ey+mViPB4Qf/Y+XkrUjdBYRdqSvLmPpb5wWJsfiOkU+Ar01itH7hr+rlEZ5E/JnWu7gnBvZz88OfCDBAc+/4k7qBShzeL49E84FHnDOPaLU4x8mH69ULcFNjKDSQkaMvvZn6neg1Q3/sNKZ+IyfvtLrt4dpBXlLDmJlCDt+tcepBz3KZomq4NdHt/MrI5u5Lbfcl63hnwxM3FsSLUX8Nadxy5GH8MDMJOa+OsmM5PiavlykwyXoW0UQlWTtcNCYljUj0ZGF9TE9BpyTib71Z4llr3cZm73+LSCaNJ1DYB3xXIFJSzobEkzqBo60T7dU6dA9mdRe+71LOfPHrniMZ8Vy1+ALT36PPO/ROjoK0O3Os6kre+zz1VUWcAUmyAu/r4i2A7W+9i9DT4czfvrKQZPYHxeDzKAn68LGWlzNFXz/NX/rfyNgbW2R+7cdRj5SYiZTfvvgL3JKPM3fjp/Epx55GbvvmyTsaJbWxZR1y+JhoZjAaTBtTZk4VEVjLGQyioYccB1FbVeBziumjZjjVY1F0B9mWIO4WC8vmVIpTO4weQlONIt9D1Q+2cnYvsrkYibZXR3ytX95KydevIl0fGWjuPyQc+HEr8NIE601TDtckT/n010dBti8wJUlrizRScznvvme5/Q5PN2q/AcATvm1q7EKAitmcaqUw77OxVcmG1UEswGF1Vw++yJe17yLn2jA7mI7t7YPITIlKhUAoqiDu69J5OPMxAhMJks2Bps4rJP1asrKh2AIDOjcQV3WnVM+SrBwA1Bjz33txk/uZc8tHY3tnqFjhPoO0oQu3wefboULcrpLJ4Tv3DnE0TkEEs8Q2jPK9sKJX0eNNHFed66ckwSbvHhODmYqCIUJVlqZ3Pnan6nfgVbLadev+YkrKGtGprtWAMhoSaIhTWbJmnJIs7GjWIr4kVd9l63dMTppRByULEzk7Pj+KtIjAwJt+e0zPs+h0TRv/cobGesziJp2lbN+LIMOwEtgPEBc+PdOK/D/dqEZsGTYI/2jqq/+69se8z2n5THDNoQ9R7SzZP5IaVufqb5OZA7CY//iN9/DWRdeTn/ckMwMQdHK/BWGCRo06+g4wu3cjSpLXMlz5//hD4TL06gqP58XSi3fe8477YMoF6Cso71OJFW6MCJ7UYrWYQscPj7L+w7+Vya15ZbRKa7IL2Dh39bz5e5RtJr3cXB9jn4ZMJfWOGH1dm7eejCR80k7oaNoOPEr8kkqyZwjb8gQQZVeThYqMYcMxMNBF+JTUySViS57ZYs+8HPvXPH1UppQWI1WjqU0EZ+uJT0AVfeMOn2qZfrC7i1qws454eJNZK2VZ6nP3Tg0erxo1Vug0UBrjUvTZ7RXUEodur+fO+ceecYe7Id1wNXzDSb8HPDJZV//tlLqzcDNwCXOubk9f0Ep9RvAbwAk1AffN8cdTbq+RRlpwqUc0yv44hceI+E54OvIT13GA298F6f+4tVEiyUu1ux6ueGCC2/mN1Z9hdvTDVx+z/ksPDQGCkbjnL865GsAnHLrzzCzcwQdlSgNSS3j6jf/b77900fyiWvOJNwRcXv3UFxiiZGLaH2XG2w+eRPKrXVs6Gg+rIkXJCqyir8sGgFRJrR1ZxTBUjZMc1hW+3rdv/W3F/OqX7oacN4ISWHDgBs+dQln/PRTJqQAcO8b3g1vkH9XNMqqvvJvb+OVv3z1igPD8rr2u9IcvOTtmxh5JKHWOoZoV1so8RbKu+99Ws+tqr2t3WDVFG7tFL11TUxqie7eDFHENd//yDPymM9lHfWRTdz3XzdywiWbSEalcS1jhcnh1F+/hf80/l3edtsb6OxqEE4rjjht5bXFKMev//jn+Ng3zsHuSvjdz/4y9/z0n/LWiQd468QD/NPRLd72jZ9h2x1rcfVSDMMKxei9isZ2MaxLx/1UKZfJVemjA00uDBWdO2woZmR76vn3NxH44vX/lbMvuFy+qMIJniH0+N53Dh/3NT8pn4M9D3n7opBeO/sXnHf6B1GtGnqsKW7OeUHx8COY445+1taujiLRDB+6nrKZoLMCd5s81rWLf/WMPOZzVS+/5l3cctFlvOqXrha5TEORTkDn8Jx4R0htF1zwazfwbw++hNp1I8y+KufHTvoef7z+Jnou5YQv/yZ2MaK+po27ZZTeUSlrj5hh9pbV5E3IJwvKjkGnivZ60Y2rEvqrHDa06FxT1sRsLuhKg6hzn0ASCaCQ1z3917MS9jSX3BeY9Y1PX8Kr33TV4OvmNvnFrPX0PQoe+X9WSiKqQ1YllTjij4Q1sa/P1bWzfyFRyJMj6LkO5DkYjRptUt5+z9N+frDvfiE45CDs1ChlEmLufEiez+2XPSOP+VzWse/bxD3v28grf/lqIs++a+ws2P2rXZxTdJzidYd/n698+uXoHJaOKvml077B+1fdyRd6hl+/45dpjQmj6fCDdvFQZx3z35/AJpZbxw+hNdan/nCIzqE2XYIyYsJZQNCRJAftKeC6cDS25d7Y2AMGkSZdVUPldhArvby+8v/tW1Zz019dzMt+U6jg8YLFhmLcd9umjZy48XESXR6nHn7zsEdZ/vkAkWW96s1X7/O5VUDpaT97Fa2H2rjxJjrzHlNKYb9319N6blXtbe0qY1C1hGLNqLBE+/K41938vmfkMZ/LOun3N/G9P9rIWRdejhuPSEcMh/3WvXzy8C8C8HdLE7zvX38Wt77Hmw69g/Gww7ZihONrBT9a7/Ojx3+Go7/zFj7yuR/ny6d8n1PHHuSzDx2H0Y6L1t3Jd9RBpJMw8qAjWjIUlTymJ3tsvFBSJIEAF6WP6o00WUskvb1JkWsG3SFLbHktv27vr7ZvnkCtyQl2PjOs13vfMAQHTv5t+RzsOfzY1557ze4/48IT3oVKIkytJntullHsnhZD3KcHLvzbfn6mgBOezp3/sA7sUu55cq9USkXANuB459xOpdQaYBpp0S8F1jnnfm1/9zGiJtypwfmYdWvpHb+e+RfJh3X0wXy/F6kDtc790sU8cPd6xu80tDYXpKOGpYMVa163hS+8ePg5feeuE9ncG+fNq7/Bn207m59f+01+urHE7VmP11/ze6w9bIYdD07SeNjQf2mPn3vxzXx79lAe2jVJMZegckXQ1rQeEv1YURMdYjbisJMZ4daY0ftFfuCMAucIupagJzIHG2hspAkXM1RpX3BTyL3VEf/tKhoPa+rTjuajfcLZrui/C/uED2Sfd/94i3PuFU/ktiNqwp0+9bMwNsLuM9cOvv9Cmootr2MulYuaziFoi4dAf1zROcjx6xd8nt8Yu40P7jqDUJW0y5iTGpt5ffM+VpsmAKd+9w2MJj02Hno91y+8hH+5/WRGbo1ZPLbginP/D/ena/ifXztHoiVnNXlT9q2gq8S8rjOMYXUKwu7QZMmkYm6XTItRnDVDmvkzxSh4PuuVv3w1UduSTGfoTLxHAMxcd69rV3sGTNU4XF986gmvW4BRM+VOW/Wz5EdvoLMhoUgUE7cvviAb2qP/8VLS+YRVN8q4qX2I0P/DNv8/e+8dbtlRnXn/qmqnk27ooG61IgIkQEggJBGFJCSUwAHjMI5j44xnxvOBjcFkhARICLXHY4+zP+P4OY7H2EOyCDbBJicRhHJqdbrpxB2q6vtj1d7ntjpIt9Xd6pa1nuc+t/uGc0+oU3vVu97AC7/vC/SrjM/fdxIfePZvcU/V4T+/75WkuzVf+/nfRKP52Xufz1d2bWHHjll0bOl+pkX7yh1s6vT58ldPRc8WsCuV/PNK0dou0hubQb5enOt1LtF7dQxhuiSfTSEyi9orocqEoVCDWGv1lTna6orz30Yxn1HMRpjC0b5zBZ9EqKLaG0zYR2KJimI+XP7Fmvbc56hLibYcz/isExlskVnK/kDmo73OenXwESihu82K4aFRDH5ymfee9Ud8903/DSLH2577D/zmbReze6nLty/+I26rBjwxkn33uoUncc9kHZUz3DFYx+3bN2BXEog8v/Ccj/JbX7yQ2U9nzN5e4hLF4ISIKpWprosVcTDBreWKyVLZJLi4SIeJf0h5CtjtTR/51Ufl+TqUde7PbiXpO1q7SkkrCiCJyu3DAhPW0itAWLv6Mky3w/JLziSf02z40mCPqfOxVOf/pACN7Z0WZ2DptIgN33Evf/OUv2ReC3DyU/e8gI9+4yn8yYW/xwuyfYOfT/jHnwHlefZT7+C7Nn6RP7znBazkGetaI27/3EnM3qqIxr5hZUUTH+QANPto2RFpABBSeWSh2hiq9tRjCQ7OR+poq0sveWcYBJaocUGdyGPvuOthgQlrXbvHQimlXvOMLd99/fGzT3u07woAS+P7+bc73/tb3vtfeLTvy8OtR5OZcBXwBe/9doD6M4BS6veAf3yoG1BKYdavw8/3xME/vA+ORSDhmf/0Jvr9DbTvE6+CpSdFDE72RCcNuP+TJ/KkB36CWy/5IwBe1Ps67ZmCE6Ihf/vED3Of7QM9zkpazN5sWNh9HMyKY/HcR1r8dXwOaVwR3dwhUlDOeGzbUfYEeRVzGXCZQ63EZLuEUqicF21Z5YkmVgwBNehSTGpcajCDo0Vk9MjLtqFsKcrZGJtJqkPrtt2Y2Vns8vJ+f68+nB1IN//gUsbAhnmq+Q5VSxEPjkGRVKgzX7eV2E5137YFajf82E99iIWqw0/PfZl5LWHhN91/Ot93yhf51PKT+NrwRK6a/zJDl7JrsYudU1zZKuipz3HT3Ol4nbLhM4bXpD8A2tO91eCjQEkMTaqyYq5UN6o1kBCNfDPFNbknmnh8rBtjQ10du8/3gyufVdjEkKwIyOeMwkws+va79/pZmWy1UEksjYPzsBf/6yFKa5jpUfbixgn7WAQSAKp7O2R9RdkLfgW5GFzZFH5l0z/zlyvn8OvPfT+3lhkvyDTXv+TPufrm7+Ap//ITXHLat4mUZXmUkXZzjp9dYdu6E1i+Zx3D4xKi9RNsaYj7Gl2ASyFdFlrqcLMiGghLIRrIfYlywAuLxgWdrq48qqjjdXXjfP5YqbJrGG8QFtz4hB42HBq6d3Sxw1EDICitUFEm/1catJI9dI2+o7rdxs/3KHqm2TOOxTrztVsxfurtUvQ0RVexeLblU8/8AzabLuefcQcrZco3xlv4gzP/mA8OzuTP+us4NXY8IXJoNHeMNlJ6zdVbPsA7t19KP8/YSRdjHH9y67Npfy3DxTDZIK2isgLcuijE5wZJjkh4RLOtS3nNTFkBUfDOkcmveuy0C4HdE9O9u5KUh0gTf+mrDznhVcbAQdjK6CRBzfQoehJxfKwCCWe9eiuJER+Vybxh+QmKfKNji7H86cpT+G9zd/PNcsj6ZMTc+gEdXQAinfpsXnJ+Op3wz27qs3L3LDvHHXIfs7nd576FOZaWO3TvFmPHpO8oO3X0I03iUzJwYhBaCqNHWdkSnAo9w1jWdZWpx1TuXdUyuCgjXlGYIF22cy3Mzu4B+9yHKqXURQf6vvf+4wd944/XUV+P5lvkh1glcVBKHb/qe98DfO1h3UqWMjp1JsQUHbtXqqW7ZvFeqK/DE6D/rAndJy7xprP/Ca+g+7mpoPsfF8/hTbe9jM/nWwA4wcjB1+EwJbQegNlva+K+UGQ7N3WJ/+8cvXskftGmktVbzICqdbyZ0GzTXZps0Yu7sRLjLzNx6MKB86hq+nWgMcs71uv2XxTt6dJFY2ysKGYi0l1j3Gwbu9IXp/oHl9KoKBbzpYOoYlOPXc/skC75pik81uppb9wqOlotmsLhyY7iGUN2XTFh1ow4s3Uvz/2X/wLAezZ/gQuPv43XrLuF1x//fiJtubJV8L2dPjyQsftO8f1IlKV/5yzxIJh47YwxOxKJEAveBspCEg7BNgkMhAIBvwpx4o9GnnRJzLXMxFFlOjjyy7QiGj92AAWA+y5McZGWXOnBvuPBVBSjshRamZjVHkxFhvyk+SZCzx+jh7JTf/M96EJRtT2DkzzLZ5ac+R23YI8rsC3PD37tFbR1wbxu09Ylpa/43k6fN5/5j2jtuWOwjie1d5APUor7OsTGoiow7ZIsLnEPtDD3ZkRjOYClCxAPRLLgjdBno4G44usq7MUljct83fwCUxDMeuKxfBzr9cHPvgWAwQmw+2maqq3JduVku3K8c+gsRUVxI6lRnRZ6/Tr0+nlxsT+I0t0O/TPmyWc1ZfsYXbggTvSx7HUo2P58x+JZlpkTVnjv8jP5bF6ycywA7qZ4hfurGX589mt8eXQKX56czB+vbObn730en7j3CXz0G2fw9WKeryxsYddyB7zCWs3w9ll0CcUMrJyq6J+kiIcCzJZdgv+Ga/ZRrwixwPU01zUTe5ca+YgfG6eyz/+uTKh3PlOjrCNaGpPeu4Q+5aSQarP341RRjE6zffcSD6P0CcLAjUeedOXYfP8/7Q3Cpqk6Eju7/XmOuefvYOOTdnNSZ4kP7DiT314+gVh5NidLvPjEW3hmMs2cfP3t38Pni4JLv/6d/M+lk2knJfQqFkZt3rfjGXzmrlOo7uuQ3NxqkhqUh2TFki5VTcyjKQJzMRiAKhv8vCpPNA4ApvXEIzEJ16V8PJZq99k9MUCtLNHOvnxxX+vWGHS7jW639/reg+qXDvDxywf4vcfrMVCPyklQKdUGLgN+btWXr1dKPRMhH935oO/tu4zGz3SoUk08dEQjy7/92bFlQlNX5x7DyKW0tyuGJzpuf7Hojr9ZDomH0L3P8aT/7+fJTl3BfWkWXcAb2j/K9/70bzW3cdU3v5NstxPjpYGjbGt06cmW5EK/fJrBZpDtnCZCxEM5jKlKaLjxCiQrjmhoqdqiHWsq6MS9kYmai/TUbOkxUF+/5lWc9ufvAKDsKrzWmAcWIEtBKczsjMQwjcYSrRPo5LoVgJ61RIlpzcppGS6BpC9TjH/9+70NqI72UoGGrZwciN770t/hhRm8b9TmVf/+A0S3tUhyeNIDP89Z593Ol245mX/onMW3L3ov79n8heZ2fOyhbblm11O4dzKPziX6qGpJ9JFXMNrsSZYl69yEBE+XIBp0L67NdR600BUBOz2Q+cCy2Zdx3bFcdbRULTVBKfTuFZibwe8q8c6vcq2PoCuHDMYTMaBbIzPBG03/5AT8njnwx1pFQ02yIqkfVddxzYV/x8nxAq/8x1cyd6uj+MIGtj73Ck679E/47Xuv5JZPPgH15AEXn3orr3jap3lO+zb+ffREknsTvIZ16ZjbzhijNCwN2kQr4h4eTUSni5MUhaot0pt6qkuYMGsb9uGQ6mBjKIPBXWu3JR4Fl/7HUFP7ib/7ZU6/RtZt2dF0CotZHEGvKwyYViZRudbhWwkuNugl8VdQ6+eh//D/looMrJsLU0pPZ7vnU395aEx/j3S5RNZPsgLDLfB3L/l1bs63sK2c58/vOI/fXXwhfhzxfc/+HBbFVycncVmr4hntuzgzvZ9fvOUHuf/mzcx8W+HWw/867RLuuXsDyY4Y7cBmstdWbTFcdEZYOzaQ8JSdGoDqsF6n+64WQ0uHmDB6OagpKwyFx0p9/ndfxZOuW+XdYC0MhqhWhvYOV0wBXRXF6G5HGBpRBGtMoFZaMTpjI8PjI9o7j3B86iEskwtgWnaFCfrfL/4Q39H7Gv86Oo2rb3oZ3TsMv+VO5fonW17wzG8xG4/5veXj+ZnZbQCcs+4+Pjt+Ajs+fCJbn7oRvEL1I1Zch6/eOkfnPkXcF1lj0VOSiFR5yq4hXSrRwRQ6WarI18XYTAwXXaRwiSSRuOClpL0MKdRUWfaYqJq5fe7PbsV1UrTLUSsDVJaix+M91i2ASpKGbaNbLdiPN7n3/rsO930/vHUU7U9Hy/1YQz0qYIL3fgSsf9DXfmztt6RAa+KhJR5URIujxgTqWNPxx32Y+bZQsV516fv5H4unMmtGvH/XWbgY8hnNCR+rKLszZLvF5AgF33Px5Vy24eu8+xNXsf7zEcwLzdwUEI8cVaqpEkFgcfJ3st2iG7OZIp9RRDnEKzIti8dy4NLWY3In/y5ccLo1fOTDr+PSS94p0U7W7TfW6Vit23/49fDDcOr/uoHBCT2gx8k3Lshmetx6Rk+aQ5WebPtQYidvvUsaprWWFudrM6bJmz/nv2w9ZjV52aInd4oXhiHCWcl2sq+1mLvVkc9qZu6C2+99IusH0LsHnv6VV/L7P/s/eW4a8fodZ8s+Xin+8d6nszzKQMNkvbBlTAHlnMO1HD4ypLtFd56vn1Jsa+qixJQRfs8Lq6YBvAxJX4zAjtVp+oGqdoh+5n/dCmefxPF/cysgjaien4O5GbCO4sQ5AJJbtkEdR7qWCuBNNPakSxUuUlz00uuPSXlZFBojlyr+efFMntjeSbYA2WJJthu692tee+cr8Aa2fLGi+nyLTz75mXzoZMsfbXoufK1H9z4YbYEvbduCqzQMInylaA1oUhd0Kc2tTWV9RkOC830AuwIYFpVBnlODYqucw+OB7Lc2fQwhYcAtb5R1++R3bmV4fNhz3ysogW+nlBs6DI8XZpJ09V3mPn3vPqdoBy4lUchjTzRxZA+MueDlN/CJvzv2hmZ17ONwC6in9tlpu7z5M9+NuS8jWYK2lUP+306ejd6Y0/tEi985AeypY156xs3c+61NbPiKRCz6CL527xZad8XEfQEqdCmgrY1CisNQfESGJyiioYBjykLVEraXVxKpagA18ei8AucAmcKrYHCnHkPDB4BbX/sqeC2c/4obG3bh/D99A5UkaMSXxszN4U84DttOMN+48+D6BS99WdL3RCOLzQwXfee7+fj7jsEBhKtTbeCfdz6F3/yHq6jmLMlukSp3tzk62xQ3n7iZ9e0hH7v7SfzMc/8cgOd0b+XXbn+xxJ0ux6AgWdSwmAiIMBSZGEpib1XpGW2KGvZMnYQTjUqGJySyzwYzcK/BTPbuDXQlsofHWn3+d1/Fc37sRpJ+C23naH/uzuk3lZaetyoF/KrrIFm4j9djv45pjvqTn3EyVJAsl5S9mGjBo4f5MefKfP4rbsR/7yKfOveP+dHbv4Nf/6eXcOJNFdHY4hLNJl2GvGZLsmwo5uJGs7j9t57A3+46ieO2GCbrQua9h3xGkS4rkr6VrFyge69k+erCEw9Kqk5M0Y0xuWfmTjmIJQOPLjw21piJw+RWYvFW5UHf9JFf5cUXvePRe8KOcH1w+MdcOTv1Ah1tilg5dQ6AL37paq7a9MqDut329lLcg2cM7W0F8988tiYOZ/3yVrSH0RZP8cQBc50xz3j3K2nv9HTvydliRyjraT8gGs9sMSafNYw3Rsx92/Ha/+cXKHqasqXINgFeM7x1I9kYkmXPZJ2Y4XUe8JRdjQ+HB69hcKqY12U7FTqX6a+uYyFdvZaFrVS1DaZwTVTpxVdd/yg9Y0e23r/tNwG4PP7B5mujMzaQzxo69+e8/95f56onHxwAoBysnKzpRhHdeyaUvUPjVH2k6uxXb6U6w7Ky2dKZHfPiE+5guWzxd7/zIjZ8XRAGVXmioeOkD43xkcZmEWakWH+zp3uvwcVd+idB/9TQIH+1R8bUBNRmAga4pGY6BaCrkqY36Qut1kVhf61komYTha6g6MhUFy0T/Au/692P5lN2RKrqyMG1XrtXnv1GAIquJl8nPzNzp+P9d27lqtMODgRIlyqqtkYPc7rfWgud7Oiop755K92LdjLXGnPO/L18bNuT+cU//Rnm74f2DkvR01QtAU16d4PNMlzkaW9X+J0t/uXT53HcisTi2QTSRWh9soWuoGxPASxdijQnkrCHxltJ+XBQc57hZi17bc2SDl40xbygynVc4YMTlh5rVb9vQVJKrpx5RfM9d+Imhk8QKeonPvX7B90vpA8MiFcSBie36d4xJN/UeuhfOorqhS97N8P/VOKdwjsFTnHz109mZjsc9085Xkukac0kVH86x0jNsXlnybNuemXjyZQteNxm6N6piYcCasejsJcaAdHMxDFZHzHcEjWysaptRILjYXhCC6+htbMCrfATSQspOwKOxWPPJ//ml/ZK+nis1b//yat54cvkulLvuZfp7wfArJuTH+p28Dt388HBe7midRAz38frP0Q9amkOh6LOO+88/7nPfa75/5XPeBPlOtH13PTRvR2Dn/VzW1k+Pej7omm81m2vfnTdnH/o336WPzv1Y4C4K//O5y9ky/ti2g9McLGRbPFSnJptppuscVV6fKxQpWeyPsLF09iw1oIlGllU6cjXJWL0NXK4RECIaOwajaMuHMVsRNlWtHZboqEACNGwRFnHZFOLaCBP1v5iH1/wfdNox0/+zbE36TkUpZR62C63q9fuFee9lXI+Y7wx5tN/vm/a7ZPftRVdhIauPTXeuuUNjx6T4alv3kq+3oPyxCcO6WQFxUfXM3uno3PPEJtFzRTGG/GhKLqStayDV0dN2ZaMctEumhCFl89qlIfufTL9LjuaoqcYb4TJ8ZZoxdDeNn0fm5JmEqysZ+7bY8pZoaD/y//Z/wTngpffgIvVMUt5fqS1lnULe67dy55/DeWMAAkf+8DeErMn3ngjnDDG7sqEN2o83vi9YgWPdD35XVvJdsHgVIdPHcefsptt989zyl8rkqVCDvcO8YnxYiznYk3Vjpo92MWK0XG182cwBk0CmEUAE8J1RlXyf7T8e/b2umOWBnq8XjdNsY3F1HIyJ7ddy1j2VXWk7if+9vE996Fqr37hzDeA3n8k5BXnv41dz5zBR1OmCDy6ju6n/dqNqOPHHDffx2jH9sUZymHM3OcSOg9YXKIYr5MDvilr9otMW20qbC3ZY6HoBnZc4RuZQtVSFF0xCzXB68MlwoRYzZhJl+Xg1j9FQLBsAbrbKpKlkmIubkCF/bGVLrnsXXilGrDhP1o9kj338udeTb5RgIT9MRPO/dmtTT+In8r6DrSXHO46/dqtpGct8V/P+BjfHB/PB+54KuZTMxz/ySEALjONJMZrhU2FqetixWBLjItFVqesgLO6gHTFEY8cZmTFAc5NzZklJUbWtjPCtFGVvA9cJP1H5/4CXVrKXkw+Z7CpgL4HStV67o8IwPBvf/Z4v/BYKaXUa56x+TuvP37mKEpzuOdPHk9zeLTKxwZdOoZbsn1+f/dzSszAEA005OFCW4opzNevfXQ22f/2hR/h059/Fmd89Kn83Ms+gPMaPLS355hhQXFClyqTA1jSdygP6e4CM6nwRlN1YjGuWhLgQFsxSWwiHFNxrXZGMTw+wqaKbLcj7luIFOlCAc4z3BJTdBXJQHwWksUJOFDes3xqBESs/9r+pzjZroJiPsFFimf+t5ANveRJV+Skd6DD3H/4Uop4KWfnWSlnvXorX71x77WoS8h2y5rNXWCgKNHJ1/T2I11nX/Ut7vid0wFFcUuPvAsbbi5JFyaoSkw7faSwWYSLlUxc69SH2lgugAjR2GHGEh/mEjlYmcKFNAaHyYMRqDVUbU21YkiWRYPZ+HoEwzrlPKaAqi3gxYHqkkvfRWwUVcdw0Uuux4dGpH9iRHuH45N//R+zYVhLmYll6fR9T8nMKUOK3RnJkkaXQm3Nt5Sc+v8KO+TOVxx5UOGUP7yeTd+MaO2smLtV4SJF1T6OU3ZVZDvHossvHaq0YD2uFYNSuETWnovFM8YmkKz4hgarnMSM4ZGDWaaaA6iLA9BQBn+PSGRlNlbicVFAthDScgovBoFdoZbvry659F3ojiHuV1x6yTvxRvGRD7+OF3y/NLuPr92HLp/GXHHeW/eZRrL77B4ukdfOxjJ9N7nnOT92I//+J4/OAOIZ59/Glz/zRPKPtMnngDnoLkA89IzXG2EVqKl0pqZs60pAg9rXQBee1m4ve3FFA5h4DbFSWIsczBK5nfZOh00EbFBW1r5N5N/pErR2O+J+haoc+YxQG7KF/bsKx4sTJpvavPBl72ayTn6+vb2i7Mi/axbZ47XvUqVM3p/7I+/Z56G2DLY4daKRGGnDs35+K1/47SPfL5z+N2/nnEvu487/dTq/ueFlFC/sM9nZ5tSvlcFMVGOT6bW6ZsN6jci61FQeoStPtDOYJY4s8UqJcg7bjvHBHNylWowTC0F2fVujJ7Lv1mCF8ghrt1K4RMuwLjmwBOXiq64nSWSPv/C7392YjW4/X/qRm995bMpUD2UppU733t9Sf36078/jdWTqMQEmXPDyG2jfP4JIoycl8WBvyu0Tb7wRtcER9WOisVwMdXDPxsHTf2UrXsHN1x3ZzeAfP/ksnvTXE7xWvO8TlzI6LuKJd+XYzDDe2KNqyTRWuUDbHlSYSSXmRpE0q7r0xIMKVbqgs1V4o+UgF9BdpTyTOY1tQ+9eh/IepzU6l1ijsqOwmTQLyYqXRlprvJIIH9g3K+HKZ7wJvCepHCZvkc+nKDu9KNSMhsdr77r4quuF/h/+39q9N0voGf/PVvJZyJbFCV5biZcbHq+aw8lZrxbwZl8gxOGsu37jyfTum4BWVC2ZKqS7JuiiarKahR6usaluLuS6FNOj+tClHOLB4aHsmPAzHkKUWNWSC724KgeQakkOci5RVJmkPmgrXiDK+qCblN/ZX13+3KtRrZhyJgr3VVg+dcX9YzRi4wjUC7/nBpLFAjKDGZX7NAU7/ZqtFCclpNsjkuVgpunA9OX51hP1qIBhrbtiuvflAr5WMrlSlUfnJWgtnx1gFD6LsJ0ItUqOAOFAVsoBzRQeMxY2l4sjMU9SKnjOEBJExDyxNls0hZcJWSy08mxRALWqJe+TYkaB3v8k8fJnX03sHMqnwaxJYcbyGkSTx5Yu/VDXxVdeR7xSotsJarLv1JNLLnsX5dPS5v/ahvUbTAjrye+RZinc+wdP5MRdFpMLszCfj9AVjDdoiq6AzVFeg6rIeiunJr/1gS3pW0xuqTqSyFIpDUa8lrya/r5NZW2mCyXeKCYbIpxRTYJONBZpRWtHji4sVSdpXPT3xUq47AXXgFJU61oo69FaCaAWyj8mOtLDUy+64jphlSaGuF9SdcxeP/PcH3kP+azGt0T653UwEbTT9XDWL4d+4YYjt3bNV7ps+5MnMrNzxMzt0N/ZxeQytCrms7AXalkT1gcPJAFavQlAmBcwT4YL4To/qVDO4dIogA/C3q1Sjc0U3bsLAWvDkK2YjRpWGRMnvUmmsYGxWx4gsOBFl1+HUpDPRMRDhynFkyk8QtKlI/FMHhP1l8A5qz4/Xv8B6jHh5JQuSfOnrMfHpvEIWF225WAcYSaCxJtJmDgk03zvZADPeuXWvf/AYarn/uiNbPm4xwwLon5Odv+QdV9axgxKhsfHDDcb8kB11WHj0rkFpZpXzkwsyVKBHsumilJCMfSy+aYLBfGgkun3GFrbIeqLuFw5j480xUxM2RYzpmTFEi/muFRQXoyitdPT2rnvQ5mPtDznsVzYlId02ZEuu3AotOjycUBhX+VieX6rbkLVifFmT8O1pgI1Wltxg7eJ6IbNSNZuMpCG77yfvvGI3fczX7uVmdtHRMMSMyqJ+yXJciEHMcB2U8rZhGImouxqyo5MAnQp1MRoaIWNEGJHvVH4SGEKhyk80dgSr1RCX1RBAlEJW0FX0NplyRbL0FQI/TFddiQrVhqKWJHPG0Yb5OPBdeUz3oSeVHitmuld1dKY3JHtGPHF33wVJn/8ULa/ymeE8u+VpJ7oaj+gzdCQLAoAVNOkW/cr9EThY5mMPvldW3nyu47cvtveAWZspREtLGZcocdlA56iAmAQG1wS1o6fxoaZXJgv0cQTD2zTULpEEw8s2YIlXbZULcV4g6ZqCxisqqlhqIuEamsTeU/EQ2lsVaD5tnd6enfv+zm97AXXYDtx00AXczHFrJzCLrvgWlTpBFh+vPZZLhWgXa+M8VGEj/Y+wU7mYzExHgQZVlgGxYzClDTr/Ujuuaf8wfXM3JmHSawArfFI0puKXkjVqWVeVVifI0fStyQrFdHIEeWOeGiJhiW6cJiJxYwd7W0Tst0V8cDR2m3p3VfR2W7pPODIdlWYcUXcLzCTcNjTCpND725LulyhrKecTam6hmji95vyUswmTDYkuFRTzEao0pH25aOYNZiJxxzDCTGHs8xY+jivwyFb7SeWN3xNWQG/kpUQm8xUduUVPP01R27Pnf+WI91dNPetc19Oa/sE246ZrDMUgc2i7SrPBAe6lOjRbMHS2lWRLlWkiyXJUk68kqMnlnJWIpFrsLZsC5DQRD8r0LnFppqyI4OJeBiioX3NVoB8Vu23B7vopdeLvC0kmZVdTZUJ+KEcfPt1r3p83U7LP+jzsVPeHx0fx2Ad854JrRP/E/mcTEXbOypsFjYMNdWJ7Xi+TEGjZSMawFjABG+mUgdVyYbbWnAyNeXwU/Of+6M30r1nQrQ0ZnJ8V2JrnGi9JvOaaCIUWmU97W0TaRK9n5ohBmdknZeyACs5eLlOhp1JcYkGJzQxbYXyVbUMmDANUBLHZSa+oUf2bh2i85J8c5eiZ8h2l+hS6LcuNnuwEy674Fr0pERVDh8bqm6CcvJmcKnBJpq4X+IC0LA/v4XHSq1Vv5ue+oNoC8lSiU01y6dNnfW9lvU53ijrsnuPvE8n66SJy5Y8ZSskcIxC3KES5P5IUETPfO1WTrxpWWjgnQSdV+Fgk1J1gvYwaHBtIhfrznaLDgkhtf9H81hrhoL1IneA5meS5ZKqZbCZvK+j3JPuFFew5Sd3KduKZOhJ+habiPlY2VJs/MwSxcY2NsTr1e/nK857q7xftMZHmrKXNBPnaFQRLclt206KS80+/VceS3Uw+t3Wif+JlVPE3CpdlrVYzIjWGg+jEyxmoomXFe0dNJFbo02Q7ZqubZt5opFqfC+++bbDPy17/g+8h879k8ZxfnUijRoX+MSAEYDUpRGqsChr8cagnEMVlawdo3BZLGuoG6GsJ1kusK2I5dPShgKbz0us3tztFdpCPmuosgAmenn/Zrsqooll2/MkLjbbBfPfKmTfTTT/8g+ydl90xXWyH4f1OlkXYwpPtjNHFZZ8o/CcqrYwfB7rXgpr3XPj03+Isi2Hic79Ocp6qk6Ei8SHKOqXLD2ljU0U8SgYulXQP0lSZfAC6sYDYZYoS3No+cx7D6/04ZQ/uJ6Nn45Y95WBXMNbkYC1Hd0cwCAMHkqPzmW4oCsXJGBybY6GAvi6MHjRhcUsj/FpjMsixptbAj70C3wke6cKE2DbyxhvShmvF9Cgvb3Ea8XKyTGDk4Sp0LlfGGLxwPLx/yvshIuvvK6R98idVBQ96T1aD0zwkaKYS8RVP/zIY9l76WD23M7x/ylc4yVda7wxao5rNXu0mFF4QqpB4cN+o4hGvjHNLLuasj09OH/51w7/nvuC738Pre2Sh2mzqElYmqyLsZlEu5uJ7MV1fxsNSznsJ1oAXu8bD6Z6qFbMxrKG8+meGAWGVj4XYyaOqq1pP5BTdSIm66MwmAlGoV3NeL0Sj5CJPG91/1/LRy6+6vomPW2yPmIyp2nvlJ+J+xVlNwzSQv/yWJf0PtTaVUp90Xt/jlLqC977Zx3J+3aw1Xgm9J76aN8VAJYm2x73TDiS9c3bt/O0pxsWnqqIxpD0dZh+eqpMNfnHOldgg0P2nFCokmUVzFpkIl+DC1WmSJY8K084/O7k//anr+by570drzXD42NaCxZVeUbHGToPVDLxUop050ga2AD8KKWgboBX0cmVddh1HaEaJnLwqjdNnVvixTGx9xSbuuhcdOJVKpTzqO9kQpeX8je39YEeunTocYEqLT42XPmMN8khK9FCjrAerEWFv6HzEtdKZDKWaEnZGO6fLn7eT91I1ZbH8KX/eWzqzZ7/A2t3/P3Gnds59cUCgh33JSsNYOGbi3wdGRcPQgyXE+Mg5Wmo/FVLNWaDyofvO/arozyUdfN1r+KKc9/C+KQuLla073d4rRgfFxONZXJVhYNl0g+TKu9xqRZjugD06UqYBT408yJ3EL8PH6ngypwEWq38TDx0eK1xiabsStxe6RXRWJoQrxWd7RXKe+KlnGgof+yyF1yDLuy0MXEusJRk4uMiLdFlfspwconmRVdcx0c/uKdR2Au/5wb5Oa2OyWi5up7942ufrH7ztu2cfm7E4CSJ7sznFWYi+6gu5eCsq/qgJfuxi8U400xoplO6AucUVceT7pa1feavbj3sutMod+hhgZ1JMYNc1mU7wSyN8InBp+KRgHOYldrKXoHek8inrDC7bCrv42gkmvHFJ2fYNIB8Flo75d+69CLZ0cEzIUSRmYk0qktPzNAlzH/LYsJzVif61I7bRqswhQvytr5FOTkQx5XFFE6ADef3Oxd69k/c2Bw+//2PH13z4UdS9XPycOubd2znic/XTDZCsqiwaUY0kkm7TVTwbVFiVDjx2FiMCgcnKsoZUMtyOw7AK6IRxGPf7GWHu+76qV/hsj+8BlVaqnYaDjjyvklWrMQNB9kOge6NUlRKmEPxSkm8NAHvqWazZsINFsoKnyVUnQSvFXpiUZMC30nRkwqVl/hE2sWqpYNeXXqGwcktyi60dghDzkUyAdeV5+IrrwNE4uOpqfZiHh2F/RwFemLlc+Vl+rufet4PvQcXq2N63T7vh9feL3zztu089SyDTRRpP7x5PY2ZcSTndKosgF0j33gJeSP7TdUC5WRiX/u5RCPPeT91I5/7g8P7fCYr0gOW3Ti8zvJ1FyvigSVdlLhzF2vUxAm7VqtwDTaNRBJojHF9rGXNh0M8pScaCgWjnEmJxmI4Hg8dqrKYMehSfMMoYbhZU/agmPXoXN7PLhY5sTOKC7/r3SJVc7ImTeHIdovBiC5dw0hTjmbt7q9O/c33kCyK99mtrz02+1zY02j9MVdHEyvgaLkfa6hjGkxwEew8zxMfP6QoDAtli3RRNtKyo8gWHLufrvFKEFoXTIY69yqSvlBMfSTTsWLOEy8HS2MiXATP+O9b+fL/OHxv/EsveSfxMMcbI0YzscK1Ne0dVppE6xopAkToYQ52OoLwaRSmCQplxeOgmM/CIcwG6Yej2JCgK4MqKpm2hYOaixTJ0BGNXHOY80lEvj7DFI7h5pjWTkUUa8ywRHlPaKXQZdC8a/BZAt5jRgVYC62koVsC2Na+l9mLL3oH2YYEtSD/P22rHGxuf9Wx1SiMjlt7N+liGJ89xuURi8OEpC9AQjEXLmhL8jkaCTPBRYFRk09TEHwEKrhs6xLIhOKXDB3P++H37DcZ4lDUpS96J3FA66tMUbVjJhtiORzlQpOwiUZXgvRrGw43yqNAsshDI1mXrqnZzmMqj81M40JuY3FwVk5hck80VLjUEA88rV1ixKSsgBX1ZMsbJd4foXxixKDJ+8Zc1Cvf/F2vRRPv2gkqt5SzyX4NmeKVSjwWnOd5P/Se5ucO93TyUNZT3roVfeKBDaf2VWUXFs520CsxqaXwCr8tA+OJBgIWYRU6V8L6smCcFwAXGq8MM5a1XMwoillZx9HokD7EfVayWMheaDLZzrzHbF8G7/AbZkW6EekQNWobDwSVl7JXpzGqtLhEZAYu1eLvUXnKuTQ0tgJeezWVNQDi8ZGKVAkFkQsmaUZ0vcmyIlsom+cIJ4dA2xIvhho8lO41gHFewEU9LuU96URL7/dxKHveD78Hs2pCfOZrt+IS+Mbbj60G96xXb0Wfurb2pcpg8HwBhyqgXxh6X0kasFY5GJ6QgZ8aDZYdWe/KyqHMa/FOmKz39O4UtoKLhZ3zgu9/z2E1vbz4qutJSmHGKC9+DtHQ0tqWy+FpJL4GZWBagLARlA+eIJWXtZ1FjQGdKix6UoEx2JkUNGS7C0x/DFqLlCYyGO9xaUzVFgZOe6drJGjR2JEtaOa+NZI90XqUdehhTnFcL9x7+Zo3Gl0J8ByvBAlJrFF1egrg0n3vSc/7ofcQTTxluNw+6+eEpv+F3zm21u7uM9feL3gDxayi7MBos26GDC6iieqsB2jRqEYRfPAjCqaEYT7mYhWATk8xo1EVnPszW/n87x2+5zHqi9GiKV24rgtQ0NpVEvWLht1qrAtAP7hWJL1q2MdMMFNUzmNT03jdAHilMIGZ6/WqtV+KH5NLI1TlxG+hEO8Qm8qeYMaKuA+tXeLb1Hgl+dCTOI+OZdAQreTEKwabGhngZKYZ2CnPdMj3oEoXNCYHxvC0N25tDDK//avHzto9/xU3Qu8xoYx/vA5DHdNggm1B+6Q+Lz/ty7RNzu9xAaNBDImDUR2WbFGFCsY+nnRRNQZYugLlFZP1Cm+cNAvRNDLJxXD2q7byla2H5w2vJ6uos6GZ6d02xHZjXCypCtHiSA7rIBtlO20QtHxzj7IXnJDvGeFaiei+S0FSfRyypr+1iKocrpNSrGs1UZPKCfXNR4p8RmOTlHRBNgsXaWa/PRIzvVikEVSeD3z57Vz2/Gv2+Xh8pBsZhhmVzdfHx6V7/eylF78DjCJZqXCRZrwhYuMXYOcxQIp68YXX4mLDPS9OSZZheNbaPSGy2ZwfePoXWCg6fGh0NtFQU81aaFdyESvS6WS38pRd1Uz8XRSmD32ZjIFcaNMlxWiTwRl1QJT8kdZlF1yLdsJIkdgpRdU1ZLtKqq6kh2grDY4cxAjAgt+TUu49Tk8v/i4yjVwDI4cu5QHviYeQLUqzYMYW24ooOwaTe9Klksm6OFCQPfPfGOC1pprJUAF805MDv0Y2NQEg8+IB4CWOcl9pEJc/+2pMYrAYRptjkr4jHsJkfl+GF0dXXfSdMs296ztBrdc881m38413rO02dGpJNo+Y64zJ4pJOXDDeGDMqE/rjlPKWGaKxyHF0GTSoAfCyga0CkC0Gac4Y8vUC6jJSPPXNW/nG1Ydnz73ksndhKo8qpWFUzqHyCpyFdgvbjoWdArg0gthQzsRo64kGZTAFlcbXJyLlsrHCgEi7YtHuOiONvpiG0TT2XqvGN0FZSAbTaUh7p8VMrMjRwoHwQKwuIFDYp1NIVVREIw0axhv2ZtdFY2HmVZliMq+YqyMqj/K64HtvoGpp/u1PX83p12zFHwf+tCH8j4d/G3G35NRNuzh//d1siPvcOjqOz248mYXdXeK7MgYnanp3CVjgZXArePnqWEQP5ZaCuF0ymnQC84Ymbemi73z3fuP6HmmZiTD/iHSzj2Z3LeIjg+ol1EactWeULoQ2rksBnGxqgER6i8DQErNRh28l4fvIHpglqNISLY5wWYJPIlnvmRiE5rOGVu7wThH3LenuAh9rJhsS2vc9PERQWdfs7/X9BaC99577oiuuo104dOmIW4ZLL3knvZahf+LhZ5A+0nrOf5YhSf/lKxRFxEnPW+Tba7wNF0P/OWN6vTGDYUZ5XwtVqibhoMrEyyMeiMSl6OomAlQHrxYB+GmYj/FAWI4uSFwPV734onegnZN1akV+Y3KLGgkwpkeFrK8gO0QrMHJQd5H0qvFI9kGXaFwwdQaRNNhYoxTNvg3TwYQJ0h7lwCUmRP7K4MYUwhozhcjwdCnmtWU3Ep+x/ZQel43UzSWauF81xqZVe+8e4Fk/v5WkLT2RDq9HC1h5wqF6hg9PPfdH3kNrlzwPO85JiDsC+j+MOvbG6o/XI65jGkwgcmzsDrig+y1iZfnKE05kqWixOG6ze6VDsZJg+hHeeFQFaDGjicbB3daCjqC9HeySoexC1Zbvlx32bYZ3CKuZ5BvTmHkp58SZvnCYYYHrpOhR0VCvXStGTeSAX7U1VRYibhJD2Y2k6R3K5qacRxcWO9OSJmg2aTZhoYRZcb5ta5K+mOLFi2OSosK1E5lKaJm6YRQf/OxbAPjwp964z8dzxXlvbf5t2zEu0phJJbr5WCQNM3cLDU0FkzMbS+xPNBFwY8sngKMYrL38eW/HZ1ETP2gzMHP7j8zcX81EY57aup9b2IxZn5OeWKBLQ7GrRbRimkg4Ab08DAkAl29o0qaQRkApxXidIVu04n+h2edU8lCVHspkF2QyoDxkO4Q+a9MMFAxOjohGnngkZnd1UoKuvHgYKHnta5dluTEouyaYe7nGUEkYA2HCZr1IbOrYyNKjSkc0DrGpO8fofo6bybCpJhpJU/Ghz7z5gI/p0ovfgaps06R7pci2Txivb1O1FFee/UZcAPV8LDRzZR3JQP5uNKiO+vSHi6+S6MsHnhOBtzz/2d/kwrlb+Ps13k5sLK20YGnYop1NN8nlUYb6co9Ii5xB5zTMFW2n012Qr9eZ9fFIGq3xxqle+nCVGYshrI8jdG5RkxKKgmrLepmOGYXNYmF2IYCXSB68TIRDXCSxQQNRmKjK78meHI/kUCcsAhp6rsScemIdmv9CWDy1RliiUBWjzWHqPHbc9LHXH/DxXHrJO+V+rm6kxyVxaVk6LeVZP7eVmbsKYT6UHh/AvngoMoqqpY6Z1i8aO075/XfTPWvIXHvMXDrmtjX8vg6Iy33jOQB+8biP8IfRBdzc2cw3hieRbpceQJzkg2mdln7AG0IiB+jliBLQPY/NFK4CiV8+xA/4QRUNisYnCSfpI66bii9SrKnWp40/jZk4oolFVS4wtuTOuTj0BXnVTIN9qrHtmGhQBraWaoxIlVLilp/FlN2I8Xrxw2ntdujKyWFqRa7p+Xwq/gdGJJcf+Oq1B3w8l178IBTTIyCHjyh6shFcfJVEyCYrhSRUGYUZVqAVOtLM3rHvNI6jpV50+XUkHUPR03TSgnOPv5eF/ACRAfspl3i63Qmnr9vFzlaHO1cSvPHokUFPFPGKgJTOKMp2YCwoNQXwzfR9bhORpLlYkS76afLHYSozEt8s2zIihfU08jKvddPXusTImisdyjmiQdnsjco6XABvp+wsuU4nS0Ujz8V67GwaAAQvch1rqWazRh5WZWIIrUsa00Tpl6Yb4U0f2b9P0pXPDL2EX9W7IGBf/6SEc39mK63dVuQUQJQKo7IK6clJ34nfyM5D+CQfhnKRYrg5ZuU0SR0anlFC+bAu0Bc/6POxUauAzUe9jpb7sYY6tsGEUnPnPRvZcfIMfdfiUzc/CT0WanQ01ETaN1FDuhJdb7LixbVVK5KBx+TBmXgiB0ObyiTCt0GVB/7zj6QuvvI6MitShHJji2yhIr1vhWJLL2Tlerwx2FaMHgu9VnlpaMsNrWYCprxMm1yi8bHGTBxmUKKDlAHkAu3SSCi3uejIfCSeEWVHdJXxSonJbbOx5/OpaNgDwvtwTOjqrO7Ln301GCUGZ0j2ui48M3cWTWNtxsH1PzXghKbu4sN8kjjIuuSydxEtFyjn6J/eowweD1XbU66vULuyh7iFvSvTJaU37C472IWEcZWS7tT0xsEIaOQbk8yqpXBGkRRilGkToTt6RdBVe4qeIh5potxTpYrDOW+sgQTfTtCVGB96o7GtEOsYqNam8EQTMVy0gQ5uWwIOGC+HcB+mqtEwNAMQAASgFXw/KvGT8CocRpWi7EVULSVO47nF7LQy5RjkYDRmeUw6qfjgF9/2sB7TTR97PVec+xZwoEc5jMb4EzfIJCFGGp9Io0uLyiuqGTnwCavC7zNB5mioC15+w5SlkiiqVHSbm0/dzc9u+vhB3WZRRSwvdNCxY2BTYm3ZtdDDL8e0qyDFKaRhFQAIqMQ4s+wpqo4ADVV7OjUzE/lQayf5POx60eXXkeSVMKiMGM9RVlTHr8OlBuMcLuyr9YfSijik3/jYoEoBfJ2RC4uqHMZ7irkEmwZw14kBXbpkiYZVI2PAi/yg7KhgpAbjDcLG6WyzOFPTkWUtffxv9o7We3DVTe9lL7gGl8bocS7vI2WIx57enWNsJvF/NhN2kE1Cskol7yl9FJITnv6arcQjaG+34bAzpRI/a/O9PDDusXvcWdNtFpXhzh3r2ZbOMDkuZjJnWCkzdgy7YBGAS9MwR7whyGAC+yAK+5JVmN2xHOITMACTei84PPWiK64j8QJi+djIPlQ5yvmWHN6dUCd0FXw0vKfKDGAwpQu+OnIoq9OefKSbRBATJBIE+jlKi9TBOlzaYbQ5FYlO8OmRQ5khXQhifaXItg8bWdkHvrJv9uLqqoGyF1/0DvQ4XFO0CmkRmsufezW6l2CCF4mqHMV8RlQ5SWE5jID5I6nn/OcbSfohpSjTTOY1n/3DV/PTn/sJOibnCw+cuPYb9YrBrXN8dqlNnFWYlWD6ZxXJkngmKCd7qlcKBSTLvtl7lJP3vQ4JD8U84CBZnq73w1bOYTupgLeB2eWSiKqXYCYVpi9rWTtENqtFUqDHJa6dhN4ibmLOm9JK5DRFSLmIDQpL1BdjVUqLzyKKDW2KnsgSJnM6RE4Ki0N5sDENjlAb3R6oPvClqwEBFcy4xCWm8a6p9yltPWWIusQT4i2lZ7OJ2m/ayaNdz/0R8SSxsUKvAkeLLQU6sbDy0L2u935l9efH6z9GHdNggq6g+/WEf336Gdw1nGfLPxtxXj5RU8zJhckmkPQVre0yZdJhijDaDOo+FeKTZMLb2i6HNJN7WrsU6bI7bPFwYiIDPolEM5aXYITCna9PiFdyzPII0xcNdznXEn1upKjaOlwUHCaHdOcEH2vSQYntxFR1JF9b09pZonw81ezGKuSlgxl7OtsKiRyynqqXhPsmB0JduUa3+3Dr8mdfjWtFoVmWKd7sbQW6kMdlJjKJq8GEunTpyR4YglJccd5bG2Di0a5n/dxWqqenDE5OWHczjI6T5/Hr73gVp/6vG1DG03pg7TqyhapLWxeMbULvNoMphF7rIohLmTC4BPqbBBWOQ7xTNPaMN8hr2NrtIPeSK20EtCF4VbQW7GGj3KrQiPpIY3JLsjDGZTGTdbGYRvYrWrst8cBSdg1GBef7kBetC4lvVM5jJnIRtlnEZEPMZE6eS5tCZ7u8/4qeoehqqo40QvHAky5bOveI/rkxTTSG4vgZifzL134qtZ0EPbHY2TZuU49iLmHmzgnxPQv4Tkq+QQCE1v3DPX8xaCePpnriDTfiI/iFaz/Mv+5+Mvf90WlNw1huKLlg8+284daX8bS57bBG0q23Cl9p4rtSbAqLvkNcBt+OcCCzGbIWVx3S4oHDRZqlM6CacUTLhmRZ6LbJQEDebBGyRXdY9OcqyMOKuZTWwlCSG2bawgbTkfhkdKUxBJEQ1GwFXTrMykQOV+202Y915UKCiEaSGRxx30rUqYJ8XRIicn3IQRf5T3t7IYeNAJaVvZiVk0VO4SJF0n/4153Lnn+N3M/EQK4p17UpZiNmbxG5z2hTjNdBJrSq6oPz6DjF01+zla+9++ighJ1+7VaKMwvac2Oif5ghXZI4w7JjwCm+8MCJDHd08GZtDbkfG+JvtKkS+OzODm+ovodIOcrKNBTwenroIwHEdGCfCSWcsIephsGgGuqyHCTqtXOoKxrKNVr2qGBW14qxmSEeVKT39rGzbYp1KS4WX5l4UO6hH69lXCjVmCmaQQ7OUW7oyNR4UgZWUYlPY8q5jJXTMsbrFfEQZu6U63ayXCBO+6aZEisEcFsLkn3JZe8S2UakheWmBDju3SNMhMGWBEiY/3q/+R0Xy897I4yhSy9+x0MyeI5UPfXNW5mcL8/xzK3xHqyfli75wB1PhZt7+7+B/ZTJYf4birKbUnZT4oGwZ2fvkD9gk/qQShP9GAfvhHK9ME1MiYD8uXyu0xxMLqaDL/yeG/jX/33ozYR9LGvEtiIx9laKfFOXYjaifV+F7WZEi0NcN8O7IHFox9isJQbgRTAPtxbXSgUESzTRsMSlES6JMMO86QHKeTEIt7EKYIHCJQq8GEFXGcQrEvMLBHPrtfdw5VyGSwzRsMRHmio1zNxZUHUMy6eJ7xqovWLVtZVoZXcUnb7O/8kbURbGx2vyOch2Q9VRdO6X+GaMp/OFFvroJgI9Xo9iHbblrJT6Q+A7gB3e+6eHr60D/hI4FbgT+AHv/WL43q8CP4XMCH7Re//Bh/wjoVn913tOoygijlNCf5q7rWLpSfXkSH40ygPFOkQPuVgaBpMHdDKBqi0639UHO1OoQ7LJPu+H34OqZMpctRSziF6XqsK2WkRLQ6pNs5S9OExmtRgsxoblp8wIe2BgA6oq01AzceJEr0HnFS6Lw7RNwUwUMtEdVVuc6aORBYSJ4IyYgTFB4v0yI7eF0LfNWDZ0YM0X6mh5wmRzpzlgKS/AQvuekRhFAh/8/N4T48uffbU8J0dJPeVtonVzMcx/Xdzoizn53il/eD3pcTnutu5BUQTHlTy3zk/p0NEIilmYrA+mbbGsX1NJIxtNxB0+2+0bGYMuxXDJhcOLClN9XUh81EUvvZ6P/9NDTzgPVFec+xbx42jLeyoD8F7kNySynmJNNHGku3J0YUmWNcMTWoE5IaCUsRAPJJPcK9E1moFMUouN7cBkEDdwlyiqTBH3g8wDRbIi2dDpkiVZFDotyHvetmNcbOifIoDYui8ur/2BKoXtxphBGbLavdw/wM62SZalkX4w0HXRS65vUlWOltKlosocv/WVC0mSipaZumEnvYKlssW996+nsgcBgnhQkazFeABRkOS4YI3iEtk7dQlo8URAiZGmKSDdpdCFaQztdCUUdlOaRgYhe9Ujq8uf9/ZGErb01C5sSZhfGBONKlw3bUwUJ8e1SJZL7ExKNLQhKcVIOgPBvG5cBsf7uGGG1a+5tsF0NNCKq7YcdKKRvAeLGY1XAbgOsWM2lq95Db70AmKMvHhKwJrTWJRzOG0kgWJSoVsmpE0oendPcJHeZzTveT+99jSPw1mn/vF1pC5Br0SMTEbH134FinteAl57xrfPoBW4ZI0bb9gbzRj0yPCNO7eIt5JVmFxNwbaeyMnSBekHXCyT33TZkc9qciMgQ9WWfSke+eZ344UxV5zzlofNiNpfXfDyG8KkUybLGfIa20z2YF1YbBY1zvbVhi7FOpE5xANLNCgCeKUb84eqHaMDc0AF404AlyXk8zFeJ5giJds+huEENRqTDMZkc8eRrITbDbF7LjVUnYioXzI4SaaVs98M++MaH7ttGznMKRkq6MI1IHMykNe4lliurlric7TU0/7+rVStWeIVTfdeuS7Xw4dTf/fdvOQ8hfpqb01gS13KyXOTLsnejgdjYOVkRbpEczBt7xTJX81a9Vp6B5sEVo14eYt+vxIAwhQCYEaTQ+P5ccll70JVnvFxci3uIp5Jwy0xyS6DHhXk86E/D/1eubErkZGFnXp9hCGBCqajIPffR6phzFbtiLJriMZJc6jP58Qk1JSedFeOSwzj45JGEqwDwK2cGJjCwYEJunTCmiktPhV5pi4sZlLR6klEPextyvzcHz269lyQ/jMeeaK7Pe0div5JAq5+9g9fzZOu30qdXnNYGSyPdnm/psHpYa3HZQ571B8BvwH88aqvvQ64yXv/LqXU68L/X6uUehrwg8CZwBbgn5VSp3vvD9hR1qBAfmcvLHKZDijr2fDVHK8k/hCE3u9jBW2NCge4ogcmV6RLDl0qVAVxABfyWVBO3N3TZcuF3/3uR5Qf295WUMzFodk0fPRDr+Wq01+LUuJKb9d3hSZuPXFuKWdi0Ko5wOlSFlc8dBIVWVqJx2tJjJmqJO4MwKcmmC4FXfeixIsVczFVW3TkSV+SInBe8IXabR+aBuRAurH91Yc+82aufOabiQdVc9+TRaFC6qG8Jj6J9tlwPZSu/dGosicX4Wgkrt5VZxrLVE4i0gkHhTCXk4hbJpupvCZfB+li0JkXNFFDq13vlQ9T/VKMtIoZyUhOl8P9UYQGQgCzqm0EkX+E/lRXnPsWMe8MLt0w9WPwsREJTqSZrJe8e1U61KSANCbbNZW1eKMx4xKVy4VXcs9Fs+uSSAwac0dnm0SEFT0jWelWJgjKhQPnxIWmwTRRkS4x2FZE1TZi+sjaG9rVpUqLLipS64L5qBY/hUIcph9cdZb60Va6UHBPC71b7RG55pziM9tOJnog4YH+hrXfsFcwMNgU0gVo7Q7TsVQmtjYBFabePjRtktyhVv0fCJKIKJiI1u7komdVvPBl7+Zf//7g91xvNKRGaKijeh0aoUtvaBMv54y2tBmvN6QLRQAAqnD/nKzlVXFRbq5DMZ9RzEbNJLrsyV7rIqEQj9cb8TEJut4od0Q7QZUBcNBi0mUzTWUUk/lpE+ti+OJvrp0d8OFPvZErznur0NeNwSwMaQWfHTMpxCisFXP5c6/mQ/+25x77ud8/OtNHWts0+u6U1u5KWB0aqBTKQDxQlF3PWg02RBIo+7gZKVQZEw9VSO0IwG0ue703AnxpC61dYehgEWlDKhNd5cTYuUqhNQzrK3gT7Ou5frh16cXvIDFaGAaFo5iN+fAn3sAV57yFaFRis0g+Ui0ShsrhMiPGdiNPvDAOQJf4HaAkXs9mukmgIRa2gg+eCNmuorleoxRupgW0wHvadw3ksGTCICJSTNZJL9GqPL07hCG2rwHBQ9VHPvw6LvrOd8ugJ9P4+r1XT7IXS1ykedHl1/HRD+0Zz3sw/cnhrrgv66y93VLMhGQbAKf43I6TiQYclBeXxHzL3lpLbkwOST/0H0E2FY9ExlLMaqKx9MImF1CqaqmQGia31wwfgkdIlelpotJB1kUvvR6tFArf9Kw+ksSDbMFSzWTQS2VQMPLyvUmJMroBEnRpA+tEhx42ML2SiHImxUWKeFBSrMsou4bhZkOVGWbv0KRLJdmCrBmTW1yssakwN2twBUI0r5meDx4RCy6SG9WFJLChFK2dFSbf9wv9b396dO65NoH2AyUu0SyeHjfr1BvfXO8fqpRSMfAUpHv9lvf+MIrFH6+jqQ5bzof3/l+AhQd9+buB94Z/vxd42aqv/3/e+9x7fwdwK/Dsh/wjIclx/uuKzj0CBqAUk/UR+VxM2TWyOQWpgg/It2Sie8abPJM50ehpK/S6miLmYkFt8xkxt6sOArk8579s5Vmv3Mr5PylIpBlbkn5F9/6KC787ZGRbcShW1hMtixzAJkLjmmxIcKkmHjrigSXbkZPuHElTrjV6UqDHJXokMglVVEIZLC2tbSOS3blMICrR78VDK0DCSkXUL9G5pWqLdm28KWN4Uqv5eCT1gS9djR4XpNsHpNsHct/yUlDm+sNarjx730aOR0t98y2hsVfCSKjavom/M60Kv5xIvFBHPtZSysLf33U2dyyvl7V4HIyOF/CinJHP9W3WmuapE7w0B1Ee5CiBaqtqx3gj1D5vIJ/VnPMLW9f82C9/7tVc9gLRvdqe0PnipbGwV4I5V61TFCMlRZVpbDfGzraxHdFDRktjzLgiWplglsfo4aTRTWI9LonEHCxouOvIUckwd+jcBsquJV4pm4lc1Y7ECDHofGvw5JEY+P3zx1/PTR/5VYlOCw2CzSJ8EsukpKjQecWVz3zz1ITpKK06cqpOVShmFWUPFp4hcRnDkaSF1OktayllId1lGiNbm6gp+OWFFl72vDAU4lXrMuhFXdCompE0wLVvjS49Npam16Yam2ie/wNry2S/4OU38ILvu4Hn/8B7mGxMyddluNSQ7SpIloXF5Y1C5xbbisWEbEUcvG0aKNtO9swaSPBah3UaoStHtjOntW1Etn1MslKhKk80EgPbzraSzraKzgMVcd8SL5fEyyXJSilmtG1D2dGM1xuGmzTDLTBZJwfcR1If/Nxb8bHGZeK6r/pjAU7yqjGO1ONSfEGO4rrzP7+Wb73pVehcwFU5uBoGJ8boSk4/3sh0Nlle49oN0kIXI1PwSkzR8jk//VpJE/8o5pnh8KegbIvfh48C86YIP+OnSQQ2i/BGU848jM77QXXOL2zl6b+yVSQJlQvmtLKuXnT5dQL6B2ZBNCyIhxXRcoHLDC4VJk28PBH2n/XBuC6ArWHAoAuHGVuiMHhwiQYH0dKY7P4+ye4Jephh/HHpAAEAAElEQVSjxqV8DoaPPjINKwJoBhIgxs6PpD7+vtfIHlGzesJ1DiSFRxcipVtt8Hw01tdf9lb5h4Oqrcln5WI03mKhU7Hz2+sp5jkoqrjXiBdSLGlOxZwk4ChXm1fXPhaasmsoOuLfUrW0eKSEdLJ6naug469lkd4obCoH7Au+94Y137/zX3EjF7z8BpLFQhI/Yk22u2gYZip4eZQzEbYV0b23INuZ4yKFy+LGGNQMJrJfhZ5V52Hyn0S4lvQUyXIhbLFcItQ7D1h690h/i5OBhplYGbrMJ5S9qFlTNcBtE5EaPJL68CffKAOwANjpURmGcr7pS6KR45LL3iVynqO4VrMnvJJkpWyXRAdXs5aoL2BCdYCjgVLqXOAbwP8Cfgv4plLq/MN81x+vo6SOdGjoJu/9NoDw+bjw9ROAe1b93L3ha3uVUupnlVKfU0p9rhoNGW2RSMd46BsDlGxX1eTTu1g1iHxjMBSaA9t25Ovk4AWB+mWnh7XaDKxqyffX2tgmfU+67EhWHGUvopiJsLHGjJ04vwfDOT2Rw7bQbgOTonCY3BMNKtr3DskeGEr6A2EyHDTrqpBm0Ucan0nD65MIVVrMqJge3r0nXspp3T8Wg8bSBu2ZopiJGG005LNyAQLZKB9p+UjLRuv99P9lJY81UNiuOPctR3WD+42rX4VNaeKTfOyo5iyu0uhKDq9Vx00ZCweo1WvXDocs3zHHtnvncS1H1XVUHU855yhmhO7sEgG3dIguMrlrGAp4uU/KhoPM2MtkYhjMCiOZUrhYGt9n/OIaAQUXjDuzmGJeUkDGJ3ZlqqVreF/ym31siIe2YbroPIAIy2PUYIJeGqIX+lBZMFocyX1gxDjRRCZLRTBhJFAcxW2+nIkbgKDqxZSzMcVsRNUx4WAWka9LpgdaHuGUAdEB207SNM8+E5MybxQ+Ms26vuK8tx7VDe5tr351Ey9atWQipazCO7BLazvs7LF2B0OSFWElJH1pSifrFMWMTG1tKs1I1RLJik1FslJ2hbng4roJlvUqMWVWpD2pNHz1IW6ybm2XKDNxmELAp6KrmayXPddmgfZvgolX2HvjvhVasJH1442SQ3kih6eqk8hhLcSUEWj3YlQXos6CzEGXDjOuiAcl8UpB1C+IlyZEyzmqCFOyWMxUG7PfMhj+cnCshL3KgZ1pUR0/Jw7nlTTYKIVLhcV25ZlvOOrBMJfIob3saIabNGVXgVNQqSZyUz0Myu0e63Y8JFpl9OmNx2UO23aMTywZH++YbITJRlmHZUdy6MUlX/qAsjtNetB2te9EhIt1k5ow2hTznB9bG525tcux/uaSshdTzMVEy9NTZ324xgfAVQUDUR3o1mNLtDAU9p8xgQ4uUhozlL3V5HaP6akugySmqALF16HHOa6dYGdb2F5LIvtSE8A23bDB4mFFslg05qT7S3haS2nrMWMnkj2jwwFTrqsujbDtmCvOfxtXnP/IJCSHs77+jleJTDaTD5cAThFnFT72FPP2YTMT9uh1x0OqtuzjxRwUMzDZaBmcBJN51Uh+64QWbT1VS1H0NGUXihl537jgk1An6ygr69kGBmOVqSaFYC01f/NAkjzi6X5tU0M0Fmmucp5oVBL3xTA52T2StRekhMmOAdHilHGrKocZ5uggU3NZLEyrcYWeyPTcJQaTW9KFktYu8aARkET2+2LGULanj0cevwqAtqJqK/7lH17zsEwXH/K1KiqJs+4m2FY8ZXt0DMVMhKo8L77wwOkmj3b925/9EmVPTLRtz8kwS4Eea2ENxkyZNvuu3wD+k/f+hd77FwLfD/za4b/nh6i8B++Oko/HZQ4HW/vavfb5bHrvfxf4XYDW8Sd5tSFn+UlZyCsWQ690kQaJTVcU8WDKTFDOky04RkONyw26hLKrMbWnQiJ3Ze42F5BdxWQe5r9dYjPDc3/kPRQ9zRd++8CN34Xf/W7aY6Fkq0Ad05NCosiUmMEQBeBgZQyRTJGyu8QQyc11mikECKWcoggX10gmD5MS4ohqviNfd6AqSYhwWcjtjTUqaMtrMyaXGFwsCLZNFfmMZrQlZMCj+PbrHjkN64OffxtXnvWG6WQjNiLyiz1Yh080alyghjm+tfYpzpGq83/yRjYtOXadbfAbclQ/hsjDMMJrT2uHYmX9w6MGrl676Sknea9AVWLc5loWP+NQwVSstBqlHWUhu3e6JNnepvCNwVYU6IvRyGJyR9kxtHbk6DJmMm+oUsPsnRU2VpQdzdN/ZSvFLNzyhgOv3UsveSd0Y8yoRE9K0p1Bw7gyhhDPhZEYJz0uqGYySXVYsUTDEr08mh62jIbI4LotfBaFplWm1S6V7cclwaAxJJCoUg53VTukQyiZUFaZgIFTuYWWaWEmF+7efY5P/dWhMe2rTSI//Mk3cvmzrxaKr6sPmyZceI7uDf/Si99B7wkZuoKVJ0hiDcrjKoM3nuqkCX7w8HQwq9dudsJJ3sWQz0PVc00kni4UrmOhZdG7E6LRVE4GezYiPpgySnKBp+zooEk35LOgS4lY7Gy3XPTS61l6stzPL//agdduPKxwkUy5uvdI49rsQUqBBtuKUVb059FkGgeqKhcOYHJAa+Q8WsBbXM1UUBRhGqtLOdyJ/4FEgEnqiEYrRZUJ+OQijW0JbddF02l3MQPMwK2vfeRAwj9//PXiO2On+5HvtVBFNXXt78sBlFXXlqOx2jvEV2W0UWFb4Cwky4piTgegSWIZH6r2WLcnnuTrnPSq7XHrS7AKNTSYxQhdBfmEAkoxwE36slartmiIhRVRM8HC91qKbNEzXq/xSg4O2e6K8caI837qRqqW4ku/ceDX95JL30V3VNZ3WlJDKidDgf6qUbYGPS4kuaO0zSCB2Mj0Nov20OT7WOO9XGPqyD0g7GeyF/vYQKXAKIp1LTGwdfK3vJP9NlkumshHef4SXCxJJx97/yOXeX3kw6/jopdev4f/kKo85WwqcowgX/VK7XFgPdrqvJ++kQQYblHkGxw6V8KAyQ20LYwNk+Me3nXjwf3CypPCa6cB7dG5xmayH6VLNOaCZUcRB9lN2SFo3T26FINxgPYDsvco78nnFYOTPdkOxczdYCNheNVDtIfyb7n0kneiI41tyR4TDyrpHcbS69p20iSRGcJ+ai165FBjkWGJlDCAXEOJmfZJDCZESgPo0HtEkbAWqsAA8MK48UYkw8VMhE0ERKi9JsQsV8CYMvhgpQdhq7S/cmmMco6bPvqrvOjy69CVJ12sqDoGMwmSYvXQ+9WjWRe99Hp8qhkeH0NWMn5Shd4tEaSTzRaskt53/9Xy3n++/o/3/gtKqTVydh+vY7WONJiwXSl1vPd+m1LqeGBH+Pq9wEmrfu5E4P6HujGvwA5jwsAIQoPhEho9GJ7GIdsliqKjA11HDJbiQZjwRmJEk/SFXk0wLxoeL9TGfDYiWbFkux0PXA6nvvc67vzx1+73vungWq/zSozqitAoaJlq+iRGlWG0UtOijEEVgRaWSxwkNfsgsBKIlAAJ3uM7mdBvM4OeAIYwOQ4bV5jyukiBDpNVFahyiabo6UBtE63foc7J3lfO9JVnv1EuEMN8+nM3H72IbTT2rJxqZALltEzHUouaRGz4gsKUnnJm7W8jk1johUn8cowuDG5GZBTeKRgZvI1IF2SCG42DpKGUaa8pFfHQiS5RhQN5JAcik8tUQpdQtgUoy5YsO8/TzD9xkWf93zfyhZfsP7rLJhqTy2HLIGtITQooQ15aFAvjxKpg/iluyxASEZTCZ3L48zqWNa+BkHftw3TW6zCBSqQ5bKJBY8mDljgzARJcYBWtrlr36SKwbfjUXx4aIOGfP76n4eiHPvNmkXxoMMNCmvyiwrXig9IJH6lyiSGaiN7cZQJC2bZMb5SD+XVDqtm1N+Y+9gyfUKHaFXFWCQV8HOGcJmkXKO2xDySY4IRfT1VrLxAzAbysa10ET4wQXxmNgh9ID/CKeCAmgk7D4AkPDdrVgHF96HGJ6HWVc/gAXinr5LBfiYzGR5ra6Ev2YXHaluepNpLxzeFRQIMwlTZKLIMBNAJk+MAcisV7xsUy0a1STdUWzblknAtr5FDWvnxnrnrqrwo4FvTxwix6ZNrow10rT1D07vTk64IG/QHINSRLsgeUPbDdtbmBeQ2TjQ4fe0jD41ceH3l0AHVXr1VVBaPFFo2kUpeEBA7QOSQD+Z1o7FBW2DdRbsi2j/Fxi6Jn2HW+5dTfvoE7f37/Js7KugZo1fW1MdIhaUQ33gfehT13HGSNsZlG9cbTC7jyHk8NvsqAoZZJ+NhQmzg3gEE4DJrcBiBNi3eSXjXV8b4xvXWppmxpSdg4RLUvo+AXXXFd8NeRu+sjfUhYk4er+qeE9KU+2K5Fj2O8dvhRhMrluibGnWss7fFzJb7URIsRPsgVJA5UJI8oYRbItRNsphoZDsiarQ3GRQKjwp4g4JxELco12qZyfR5sUZz52q3cfN3+wTCbGol9DPuu8qAnVbPWRLJQhb3SCys2jRt2KmUFhEFDfY1X4v/kraxlKvE88yaYejuPd2EKGfZhFxvZf60Pj3HV/l16jKrBBXmevvBbh4AJxt5eIR/90GtFlhRM03XhGqD6aK7FM2Lmvy3XcwYRej4nOmmItZped8LyUhtvD/gYRkqprvd+AKCU6iIW74/Xf4A60mDCPwA/DrwrfP4/q77+50qpGxEDxicDn3moGzMFzN4cielXGhIaDLjgWuuUfL3s6IYSWXZh+eklca/AL3eayYIphB4er4iudrAxYbJe0T+jRBnPylLC7F1CMTdZQe8TbS77vWsb988H0/x0JU6vemUsB6+8gHSqLVTFKoZCMFBEhUN/FFP7C7hIo/Jw0U9jOZBpcHFE7aKP87hUprgqD42FWiXriMNkLJX/u0g1mdnKepSW5ra1g8frQTX+0SVO6K1wy+dOodWbMO53UcsRrW2abEkuoDN3rL2h0spx6gm7WJq0GN21jmgMw7YG42FiSBZM45avK99o/cqObmjg6e4CZR1VVw7uqiLkLrvmsDPeoNEl9O4uifuabppzz9c3c/lzrwbYp0mYcsgBzoghk8qDFrCOGaubAACn0NqCtQKGWSdrODYCegVfBTHeFFCmNuITOqJMG1QwmxSAQAXdsA9fU6FRWfX8lQFYiTWMFVG+18M4pPXhT76xec7qOpqBhAu/+90sPCPBxdC93xMvK5liTTQ+19CtGOcx63vDh76xB5WKPLorQJj3ik4rZ6I8ZRHhnMLmEVElCG/VqU/g4eAcDmxmAsmKaxpdQsybi2mMnpQHdglTpbXg0VbzjP++lflvCbD6sQ/sA8wNzahyNPTaGsjSeSXshMQIgwtZ53U8ox7n+KSNU0q25nCMqhtSl9R67mkyBircxqoIPqeF3eDS8DlE8dYU5HrvJVCOD3e9/xvv3Isavi+g92ipc35hK+lVi+zaOEO601D2PP1UkSyLGe3kOI8+aUS3tbY3vYod8ZYRG2cG7FjqUfQTlJW1aTOPmUiqgze+6Req9p6vkRmBbSGH8xrbVDDaKJ4ExYzC5Jpse5DcJBpVKnp3aC695J0NC+bBgKU3Gj0RuYHryBtAB/NMkEN03SPUumyCjEGZ4PVhrTAMAlakCHt1DUQEVauytVA+rGGjcCpEMwaKbc1wlIOabtiV9W2L59LRFYd7NFTV9rzooq/wr+9/BiAxvHpkMAODOy5nbn7EYLh2JqaJHK2urPe83yNZCKaCIemp9qQB6YsBzMSjquA/EdJ80hXxqFl+giYeQjJ0oDQ6r1lYNQtHkS05dKWYvcNy6YveiXJ+r3ULYXs3oRcFkSta26yv2kARB0qvYvRZG3re8O/QQzSAgnUoraZ9sn0QCBP+bv24a3PReOhW+YVMe1/lPV5pzASyhcMLpn70Q6/l4quu3+Nr+3rujpZ69o/fyPAsGG2OiAdgNow5eeMCibE8bfYBjk+W+eTCE7lreZ679n8zLwZWb8oj4NLDfNcPYR1FbNOj5X6soQ5nNORfABcDG5RS9wJvQUCEv1JK/RRwN6KpwXt/s1Lqr4CvAxXwXx4qyUH+CGQLnu59nsEJwjgQd3DZFHUJ6bJMcn0EkzlxzlexpxompBMwpUSi1HoytNDr0mXLeH3Ehi3ChRp1N4gEwoNdkSZ96cktZu6YYEb7npAo50TKUPoGSPBZLNQu7/GtZEr7LspG9gA0Dtyqcg29y8cGn6imeW2oU4GFUB/QapDBaxUOhSowLQRgkJig0OAGYKGmfx7u+sBX9j8RP9rqopdeT/n0ddzNOuxplrI0nPyUBzDKMTkjZmWwiWxxKo1ZS5WVYXHcIi9iXOrJW5DOT3BWUQ0jkkVpCiR2LOTUa6Hb1OCXsm5K4dYQTZwYZaWa7raK8XrD4tNlotq9XxH3YedKl9YDmnsv7XHiTf39uo67RmYgm4Rrx0Q7+8EDQ/w6UErouLX7MqBHhVDFY4PyFd6pRrsr+uLwXNVMGVMDFOHQF0nj4BV7i5/CMG215t2m6oCmQIeyDtad/dEom2hauzwLT4d4qCSeEcXMmQucd9w93DOa477lWbbtmlvzbWvl8V7hS41SMJokGO2Ikop8JYVhhC6noEDtPu61rGkzhngsTa22crixaUjZsSJTK7tC0V043TB3m/xse0cAkFKNKj0XveT6vZM0AvhUtSMBEzyk47A/OyeT3MoGQEs1Taf8bpjqBe+dOsceZN26SIA8fGAkGAXlVEInh7LpOl+tPfYmxPEa+VkzQZIdjtB5bF/RekdjXfjd72Zu4ij/3xlWrpLrcrpbMd5imT9rgcEkxVjNE4/bRTsq+coabns2HXPOlvvoxRN2LPUwK5HESwbauA+gurKKaAzJiqxZp8LrpiWm1znRwusSsgXZ+6qW9AbKQjGjqToJOre4KKK1XdN5wDHcktK5P8eM98OocA6fxs0E03VSMVeuD1I1yyDsu14pFLKmCYa2avXg0Ievg/wONYDGHn4TXoVD3mqJgRdJAQ60tVAFiUQlz1c1mwjj8TDXRz+4f/bn0VYXvfR61m+M+MpXzyZ/rkUnltn5EWes28l8MuS01i5mzYhvjo9fs5C8F094wUl3cOvyBu6MugH0gmgoa65KaWIPdVEneQVWrpHrZGu3I1mqGJ6QUMzBzN1ekkw8ZLtETmQTRf8U+d3ka2G/Lj1VNyJZyLnsBdfskxniUtPsty4xuA1dkgdWwAljp2HP2MACK6wMF1qJ9MPNDfkpuKBE/uCzuGEqqNLtEcPsFTLkCCzkev8n7KvKeowN5iZKQUbwBTv8a/dQyH+OVJnCM3ubZuE5BdWcJostP3/yv5CFqBuNg3VwameOL+//Zs4HUA9ikNb/995//DDd/cfrKKjDBiZ4739oP9/aJ1Llvb8WWNO4RFkoeioYLQolsdaHea2mFN+4NgCTBlctR8R9abZtKg2srjxJX5IUjJMoPFPAwkKXOKtwneA6bhRqImhoPPSMj0uZuWXCVU+VmKL3f0Oyjz/y4deJsWBlRTPeTtD9ibALvBeAIAlPf+VEk6uUpB4AtptOEVmC7jaRLNuazdCYhgXpgvKyqXu9J1oredM0XxddoqC0Na1TJmdrefYf+1XMGMyqYJsqj2hFJZXTnNxb4mvtTdghjav1msorlrb3UBNDOlHYFIpRjFqKSZdkahAPhQIO0ijYWA4lyoLJAxXVaEabEqoUOtsqmYJGimhk8RsNfrbEj6IG8PBe0d4hmen1gfzy572dD336Tc1d++iHXsull7xTUP1UU6QprbuWBeyySiZnSkmD6UNXaqY0xSbhIYmCTl01jARgynCwU60jPiSphDUtP6D2BBVqxnkwPRO/CI8ueFj66f8odcH33kAxqwMNHyYh/dE/bcAT5ha4eXEz2xd7OKtx1UHIHDz4YYTuluLrMYkonMIXGj026FxNXcOtEvdyL42vLgkAQkgjyR0uVhQzWg7bIQGimPO0TlvBf3Z2mgtuPWbiBExQnnTnhMufffUe1P6akdWwXeoKU1YcAqwaTS0vk3QRj2snwaDRN9O2GlSo/Txq+ZwYmSmUqTX8e+6xNROh2W9XTQ29Du/nx/fcvcqMXXMtU7mmvQ3QMEod69ojzt90N/98xxlkpkLv21Zp/7etHImu+MTdp2G3tch2KcabhIngA1AZjeSgnfRFg46HQis514zlda0jTOMRzf5sigAARJpk4Nl9ZkrnAUfZDvnshQ/69JhOv+CK897KBz/31ua+feSm13HlmW+QNRkO6TqYG6qiasCv2jLbBwBB5RWMczG2jSOoavBLo2wl/UfoN5p9t6ABg70xAkB4AXzDE0UzygkyCO2E4aCcwxNYDEeL49ZRUC/8nhtgVZpQa9MQ5xVPXb+di+e/xcZohTkz4rRohW3l3JpvP9GWW5Y3cvd96yXyF1mr8SCYPCpZt2YSUsmcrF8XKYquapiMVS9m6Umy5qORw5SeKFeky4qqgLI7jUq1adi/Ko/JBTSLdw646qm/2vS5INHIL7riOggsLBdHtO9cluu9A1WVDSir7JQpo/JKegotezHGBB8Pzx6oWN0HBy8RSln/CtlHvSf0D35qKV+3ZE6AFTMJKSiJaqQ6j5fUc37sRsab5Tq2ftMKo0nC9z3pS3x/d3mPn1tvvsWn1JMPdFMH0pkq4HEw4TFcx/blwEO64hkcL+7Y6XJ9UJZGNRoLjdamYjzjYpl66e1yWMNDuuSwiejPxxsiTCGHyPEGTdWCDev6dNOc5du7lN2Q3VvJ31POU7XClNaZPQwTmzIBNFAK18uoOjGmNgLLIqFzTwJyCrhWLBf1uinWJsTl+WbDFAovckgLt+W1AAo1OmtjNT28rdKi1bpfAnXc66nHhDnE+t0D1VUn/XcA3n/P/zhyf/Rh1rk/s5V0xdHeUaDLmH/9jd/d4/sDN+ElX/9BJsd5orGSg/layymi5QhdyMXbG1BLMZ17NPFA1rHyAnLVEyAXK2yIsovGTmI927Ju0hVhMJiRmM7l61JxQJ8Ykt0GsOgc0qxgGg0VJBOV57LnX7OHVEdPLCYSk04A105QuZXJWIjLUzo0tbUxktJMQS7V3P6UmutQ0ERBKh+SJ0xgz0Bw3F/FtFkli9hjmBDOEfFw+h4/UnX5s4NEZB/69Ee7nvXKrcTtKUh46w/+9l4/881yyB8uXMD//ubZ0F/7JcBVAhqomRJfd8/9CG0VOleYieh46+QDXQpjTFeI3nsSWAmFw+SWspeEya+YaUrCgSK/ZYb5+2TfiybygkejiiKJqVqaqB3tlxWGF4+Rj3z4dWJKGPS6Snuc0qsouFPmAUoM5nxNrQ0MmJpV42owwU3XrMvksaowOa6BBAjvYWjACY1M12wcpmwumGIewbrqjNfx/m8dnTFlz/uh99AuHbrwfPgP/mi/P/cLXvGlXSeyMl4bXbz0ETfv3oz6Yo9eH4bHI3thoTAjcSyP+4GtOJgeymwir3Gd6mNyiCeE1ByRDY6OEwnXzJ0lNtVoGw5mNkgtu5pswRKNZcoPcMU5b+GDX3zbHvdR5SW+V1N6kIO7C3unCVq3mo5b+ywEk1thOYZ1jWsMQ6kqOah5mfQ2a9vQGDf7WDXmjNPoCPAEZpkVNlDdR5hxOZX6HIG67PnCaDwUqRGHul584bVEWSSGlEPPJ379d/b6mTurPt8u58mU4t7J/Jr/xtjG3H3fBhgYst2K7r0CgA62yF7fGYivkotXyxwcBqhaEdmSJV+X0D/ZiLHosiQ+2ESFxB0ZxqXL0kDWKVDi4K8F9E+NeB2Mcq46/bW8/5brmvunKpHLNvtqXokHAwHYqk/91aoeWU1/HqVkjep6YrDq61YkPSA9A4TLv5foVAIg7FebHAajXGGZ1UO12lxX+qojVZddIDPSD3/iDUfsbz7cevaP3ygvQ7huffacv8bh0PsI+vvE8Ay+Mdy839vy3n/X4byvh71W7Z+Peh0t92MN9ZCdpFLqvwJ/5r1fPAL3Z02lnKe1oyQaGZSHaGiDdkuhCy+GLVphJl7cbkeKeCQ51V5J02ATRWebQLHLp0WoCjoPOFae7HBzFf7jGykHYHtymHMG4oGACZN14q5v2zFxfwJGc9XTXs/7v/4OICQaPPPNuMBA+NBn3swLX/ZukkDxLmYivBLgQ3KExaBLWUgGQfcVdOOmmDqS19M0kOiZaGgxpRO9csuEx+abSKta0lBPcyVL20Mq7Iva5Rbg69e+6si8eN02PjZcefYb95I+XHmmbLpH2pixnhb1T4FiUdPaLs/xH60cx0/MiKHES2+5im987SQ2flZz/LJkgeviIN74xlPNVeihwSsNCrp3arIFjyklx9tMXJO40T9ZLvozd0pqwnhDRNHT6NIzc2dBMRuRLE4Yntxh5WTDaLOY7s18MyIawWTe0H+SJRpkmBMhn9Uol5IuluiyaiJJV1fcL3BRis3kwmJnUvRYIpBsJtqhuqG0LclylljHqfxCvBt8Y/6pnORDr/b7UM6jnQ4u86FZCPIcl6jGVbphVwRgQTnIFsUfwhzMa3CwZfY/3TiQF8XhqvN/8kYAFi6f4C+EuX9pYcLh+4aFJ/LL624D4LqFJ/FHf3sZ0UD2AHuGRc2W+73d/ZUqFd27FOq2lgCRWg5YZYc9fC2inIb6bRPEwHIC3fsrYRgYRTUfC1im2CMHPR6AyVU4iBnyGUVnu0VlhnShwLYi8fMIEZ31lPcjN72OF11+nYBltaTGBOMu7fGxppxJZFKlgjniajZMAEAan4TgOeMDM0Ip0cenSzLVU15kY8S6AXprOY4ufRNDVss5lJXvVS0BTmwb4pU1vwQHXa6d7vMQC+yXwnw469k/Lmt3vF5hn6Dp3iP7xnlvfSVFD/pPKTGtik3vS0mXLP2TYhaf5nEthxmsbcKY35Oy4eqE4UkSmVt2NGpJkyzLwSmayGsGkC1U+EhhE02Ue8qORJ9GY9lzqkyRzyqUM6RLlvlvTaZyGS9xHV5B2QvMhCr4vBSyZtWk3Ou1+MDN13LFuW8hXhhRrmvzwc+/jcuf93Z8ncCgg7lnTQFPJAYa51CTKhy0wvdL3zARAPmaC8BDZeVng4s+wWnf15G/sWkAYVV5OQhqLRLLRO7HeLM0DP/69488Vu9hl9r3Gr3iHJHw7GtNH846579s5Yu/+Sp2ntNm8yeWsN0UZT0X/PefAw9J39I/McbFkAw8JhemS2vH2g1+RrtbnP6PUQAqxXjZporOdmEYCBtrundN/ZVkUDaZFzPxbDcc93mHTaDohTSxEuZuq6gyTT4rQIJN5D2JkutuZBRxXySMqgakHlTKeRkW1DKEEEFKYrCdTPa/IM9xrTiwzUKvEFgFyvq9kmaUFx8atSpmvB7cKTN9b9SUr8boUEk/XPv0eK2kn0pgz8nE4a0DyYFefJGcFY6kn8KZr9sKiJSwNa9IlyRKHGTfrZndXtFE4aJqw+T9365S6sf39XXv/XuVUt/pvX/foX4sj9fRUw9nLLUZ+KxS6gvAHwIf9P4ocYdQYFtGmjon+jBKTzxwVC0DJRjroKXRVqheVUuRtzXZosMlIoWoUx/SRd8Y0Mx/VeHiRLJ929Isd++3LJ4ucZKqEhqZrtF672E0Bm246ozXgdG8/+vv4ANfunq/d7/KhM45mtFM1glAYUZyQRhuNkQT+Zu68pSxGDzhkeY4TMiikcW2NNHIij6udswP39deEEfv1ZRS6wV9ruUOIA3Pka7V7tN7VJgiXnnmG44YoHDxldfhTpAUm+M/XcoFKBbq1w3v/V7evtkR9zWzt3qOs5AtSX6yjQ/youQh3h1hJrXMBrr3O5l2aUmJcKkkNNhUJmbZkqdzX0H/5ISqLSBZPJLDuNC/g07cynSitVP+nc9C1YX2lgFZUjFyHZmmOjlMmTGoyvHii97BZL14e3xiHxOg+sJXJzC4RFN0xaneJsEl2klqQLrsSHfnDfMBFcwY6/7f+2YKrDzSeDiRaLDKTKo2ZmyetjCc0zbcf6MwjwKKq/P9+KTUyRdHsOqpfevzLZSFbLdrAJi/+I3L+ctSwEmbKLJ5WHmiw7UtOrP4g5A5qEoO+3hw1dT41kwCjT/E50UT2ZerTPae1g5pfG2imawztHdaorHDpkKxdlGQOdRJCoGZMzwu+LsYhckFZDXjCp1XTVN52QXXYlPZTz560+v2e99daig78vdrcFjbAEaFtZb0HaqYTrZ8ABHQCg+0dlnKrsEXXq49IasdaK4l9b9r9lfzPQLAtkri8OVfP0IALuyhN35wKef3kjwdznrOj91I1ZX7s/HLuYCQQUs99+0cl2g2fc6Ch3LGMdwcYRNJdHADg1nrmcxLLCjIGm7tkIOKrmSqW6fH1FNLXYhp5+CEBK9g/c1yjZ3Mi5TQJnKbcV/uI95jW8IWi4eelVMVZc8z961gDLcihrk+iVDjAr1rCb9uRgCDEEN7IFNX14pDukNC1YuFARHMdsXwuRQX/SCVbKbASoN3wlCAKYvBhu9rNdWqr2aIRavYjYTH10nCY38UqOL72eaVtaA1Vz7zzQfstw5lXfC9N5AFcHvjl8Zh8ONQzpDtKpsJeme7RDorL55GKkTJrrnqdRmue/GgouhFslcGANNrGmDBJcJ4jIeWYlZYM537PdmiJR7aZk13tpW4RGPjsP/GivFG8JEn7ivx1vBhfS2Psd1MJLujgqvOeF2T2vSRL799r7t81elTvwsfGWxbh6hcFQBo35iAm4klGhRioljHLjcR0ApVVVM5RCPbYc/1GRi3IpuUntwrGUxUbYOLEAD3CLIYp/ftAPtudXjNIB9cx31B+pOVU5PGL64eAmSLDjxM5hU+AKw129vGew4L9lHn7uNrCngv8FTg6AYTwh5+dNTRcj8efj0kmOC9f6NS6k3A5cArgN8IZol/4L2/7XDfwYeqmsaEE3MWXTrKGTkQSePpSHLb5M/ioXd/1Wioil7UmLiYQoCBKp1O6l0kRkwzd5WMN0TEQ7CFsBp0JWizMA89aLPqQu246mmv34M68/5vvWsPJP85P3bjFDVVkvvr5z2dexXDkx2u5RhdPGHzH2fBmVx+z2uhzOLBI5NxV8ebWWEyOBOmCs1hTHKG5ffld6Pc44zCJh5dHdkN9v3feOde7vh71KMQo6Mqz0UvvV78BrQCLWZas3c4Zu4SGmi6aOUgU3ny9cl0+rnWqhSt7VN9olDvaJzla7O2oqspegI0tHaUDLckKAe9eyuigQ0mnPI7VTuiagnV0pQCKLkkxPM9dUASWxa2zzCzAsmKx4wtZhLyzL2HQpEkmrIbccll78JrxWSdbBGf/otfatDzyy64VszKcofONPmMTO0AZu9wDDdpdp2jgRan/e1YQJmQALFHXBOs8vGQx4FlKvOpjUatHL7qqa5Cmn8I4MURNhX/0KffxBXnvoUrzn3Lvpv/AzQOh6O8Vow2Sta9cjT52tFEDA7xIvmqMkMeGLZqYvCFxozW/j7TVjw36mjEsiUmmFHwRqASt2xvoOhJzGK67DETkeKUXUkYMSOLLi3V5piyJ3uuTcGl4qxvUxicIO9DM5JmHATI8VrjkggTwAQzyNFjxeC0GS54+Q1o6ym6mn/7s1/a43D8osuvExAhVpRtRb6u/o5i/luO7c9WVJvkNk/5ay3RZDV9tp68xUqa9noA5gOQjTx+7aYAtbICEtfGoV7Lz4ruXuHWlm54aMr6fbMTHuyWfpgrHjlMoUIzuyotAIhGJa7UjS9M2dWUHdWAVjqwYdZUCspeJH4zWuJ1dRVAg0qAITORFIM6rnayPsLrEJ0cKSbzGpcoTO5Z/w1LtmNMOZM2mvJiRg54K6cq8g2OZEkTTaRPcIkRh/1JHf1oUKMcMynJT57j4quuFwf6VP72x9/3mj3Wbk31V14MS8frDd4YeneXLJ6RMd6Q4Q084a92ygS5iZu0U0lEWcr/V0XwCZVRWA+1/lwo5Ex9FOptIjB1kpUju3A//Kk3cvnz3r7fNeqP8J4bDS3ZzooXX3gtLqQV6VFJMinFK8iI9K/oiUwlHnmiQW2AeRAArq99khRm4hrgK8rF30uiHKGIDUVX0d1mBXCYiTC5l74lF3ZKMRcLIDH2e8Qyu1iRz9WPT0x7TS77rs5lDelxHmQx4aLrPdV8m0svlkGDqwHdD05lEFeeLYMJVTlcElG15L0MMHt7zgPnZ4w3e3yUcvp7+7g0FmNnVq1TN/VaAAGQPCZ444QBWnhefTAbrwdCLgC3Ng6DmyOL9XPTx17PZRdcy2UXXLtPqYMZHOYoqgdVMRsxXqcD2O+xiRaPmLFvmFlAEzEqMcc0PcX+ynv/iwf43vX7+97j9diohyWY9d57pdQDwANI2sI88DdKqQ977x89y1Ivhk2radU1XduMRbOlCwdaka+X6MTOfTl1vr1y0mRL5NdUDoASOqMpPN1tnmgiP9NasChnKHpyCEz6jqhfEu8eCupflJD1wEqmucol6qneAK8643VN1nlN7ZdMXEV7p6e9E3afBV/Z+iqe8D/f0zxMZ6ZU2RrJxU1dyL2BOgddlWGSpoWi5o1apQ/zjfYXDw6FDiZka27MDkXtpwH4wFeu4coz34BvJ9JAwGGdll1y2bsg0uRzQlmtp+Mgbt3KeuJ+iYsNUT9ciYJkxCsxkVtrmQKhlynRLpqCxtyN0CzaVDVgVjx02EyTLVSkC/k0M14pbCuaAkgW4sIT7bZM5g3LWxRVzxNrz9K9s6Q7DNluT9J30pwoacR8bBr9bA2mOKPQpSfKfaCOiwa97Io+VHtPslKR7ZbHv/3cbK/HWcczCcvDT2PNIEzUwhrWTBkz9fQBNf3MKuCQqeyn9pY44rWftfvBz76FK5/5Zq58xpvA+8OeXvKcH7sRbyTVZjWDI5r4Pdgdw00RVSecGybSeCbLmuQgKPaNAaiukzQU6bInGouErAbFhAouXjYm92SLJap0xEOLjcXQMO8lksiRCegFsp8V6yXmLt2tae0Uo814UDUSGYySxlWlqNIJfTbIyeo882jsG2AB4F/+z2uwWTjcFbLvJn1F/5R9v5YukojIehqonMjOdCVpGVOwK8gX6ufbIf4MTsxBldPBh0EowzVzyExAH2nXIqVQbt/jJWUttpOIcTCHP/rUjANrsBK2kwd0LmCRS+VAZlMxga19C+rXwuSyJ66tpB/Q1mMzkShKeoMnHkoevC4sVSdmuDmSA1zhaW93pCuO8TpD0vd07xzIHuUc1Uy22mKAKhNgz0ciW4tHATSZBDC1qMS9Po5wnZ7ovSsn14FC+gxViRfTC7/nBulfgI//069M/Q0STbZjTLYDFp7e5aMfei3PeuXWBz1UhY+jIIsIz5OrwQQdPBTCxhlFU2aCCxehwLZU0Jg1AvK10u1hTHykymuFLvYGMep+wc639yvhOZR10UuuJ5pYbCvCjCsmG2LiBTGcclncHKhtahp2gClksCWJMWsHPnQl7MN6qu+VmCyXHYNNZP+UiFMlpsS5I1ouiAalMLbq1zP0vLqQf1dtI/1H7shnBTjLdocktCUBQbIdY/SkwrVT6RNKK2BCvXZD6o2uPGgBOi674FpUZUXupzV6XICDFMjCclx8yj5imAJYBUwTRYzQLppI6uaxCDrbSCjtlOng64Sz0NfDdMIe5Ue+YfD7wY/++eOv5/JnX82VZ70BlDrs/cIzfnEr0ZwO17OpJKW120q/F6R6Ue6plPR/LpK9Nxp5sqX9UxOUUn/IHl2IlPf+FYftAT1eR009HM+EXwR+HNgF/D7wGu99qZTSwLeBRz3/pKEJhQ3ETMLE1nlsJ8JFmnS3HAKjxRHl+o4cGCuhb9nUTKPtSo+NNdmSa5oMAK+FCtZk9U4cyUKOnpSoYS5AgnPThIbSCgWsdqBF0Fyfxg3gUVOPnZkifrf9khii3vHfpsaoF/zZDc2/baCviQbXNf4J4o8QNgNPYCX4BqGVxwBKqUbjL7p0CE5PmNLzvB9+D5/+8wOZsh66ai5KBygfLi4vvugdh1VXFo0q0lXato/c9Doue8E14kbsPWZYYJC15pMIF0XowhFPLDZb+2hcVcEoyddMEvDBzK2YEe0iCrLdkpvsjSIaW8yoEiYBYNuyvoTWJ7ebrliUE4+EfF5RzTjcTMVkMaN1vxEteinmdOIarijn0sZhXudCGc1nxTTUFKJn9Bri5ZLLn/d2osTgc4eLtZgz5bK+v/buvenal/3V9OLoYoPSTmQJjQGeCxFn4bm3Nb086Je9bya6q7WHOlzTnIGyrRuGx5Eqlz20Db+Pzf7ZC4fyvkTClKoBsHTZNqkeckfqyZY0ihDW1oI/KDadsoHp0NLBWNE1h21HiJ4NaQrpshz6kr5DFw6bSYQYWlG0NVVbU2U0poVV1+G7Fp1VeKtgISPpe9Iliw4sGh9pXKypuhFmpNCRw/WS8Fh9iL+dpjI45L688HsEWHDBj0NZiArH16/55X0+zhf+b9l3XbgtXSCu9tajtRJ/u/Bna2+b+rmu163yHl/4aVSZkzWrkdfMecW5P7uVz//uEZI6PAwapw6TssMtM9PWEy2WlL1VbYgDKodvy6HLtmS9RCOZmikHyYqd+lOspZT8TRuLNEukigKoOqMg0ZQzEUXPoCsBwKKJuGhGg4rZRYl0NktDfBzhZjLMpEIXiqobU3YNZUfWWjSSw1jSnxo56lKGHr6dYruZULorj4o9urCgFTbTjSdM/UrVQwPdz/FZBFahJ3Ko/tzvvxqAL/zWdP1c9VfT66SPDaoyUIQN0xiRN9T+CDacKnQADFYdemoPBa91kE7KviyMB1nbR1IWo0fl1CRyP6WsPSK+NeWMyEzsxhjlPKNTutKT1VGxRlF2DPHYEY1t8LoK7I8DSI32V8qCLgVg9UZRdSJhLvYEaCu7soe2t0u/EI1tk7xhRuKn4SMtIGflJcox0QJyGblWmMLT2ikHyHjoyXYHk00Xpv1JhEsMKtbTnjIOngRG452VXsDTsB2vOP9t6LzEZ0njiaDDWqzX7uq64o/fFm5X471pzEq9EUCk6fXrfcx7cAqlPL6W7lYO7UXCqSovGJlVaDxWB2nbEWaEPZy9ysfmiIBh8VjYnDVDtLPdhnjYqdF1NA69QWCNukiR9B3xgRlJ/7jq3ynwncDSYXoYh768f1jXxyNSR8v9WEM9nLnIBuDl3vu7Vn/Re++UUt9xeO7Wwywv9CyvI3QZDkfha2UnwcXQ3lESLxfYTkTVMijXpuqI3EF7cKmY2Hkvh3uAdKlsmsJ6MqBzi/JQtYxMyCYluj+hcVPutMXYaHkAcSzMhBpFD4YzPja4NMJmhhddcR3pRCbAcVdehqK7b/jyE38nze4Lv+eG4OmgUd6hc0U0LLHtSAxqVq0/ocHJFGEP1+UHOeh6o4j705hJdyS1kNajsHvFZMHUfPGy51/T0MCuOOctTTPxgX1o9A62PvLh1/GC738Pk3m5SLZ3WS787nfjN6bo0pMu5KiiwrVSOUR6aah0EYCog2FYaiiDrl2Hg4hXighJGOnea9FFoCZ6ociqyqODgRFGyWvlBHl3IQK0yjRlW2EzcYqfu1kDciGPRjI9iEbSDNa6V5vJ5NRrsEksk4qJ8LRdpFCB4ZOvS8WhufLNRUeXvjEM21fVZlmXXvwObKoBTTQs5dBXx6F6j6/xQC/eCo3WPPyNOnqvBsqqjgkTCWn6i57m2T9xI5/5o70blMNRdZzliy+8ln/+lz2pi7Vu96ozXgfey+c6IQAag9ZDUf/+J6/m3J/ZisldE1OXz4rJVNlRZEvSFMRDR7ZgJREkaH0l5eYgKLfIvpgNyqYx9pFuzGEBTG5l7wlNZb6hRTEnAEzRM1SpTNGqVPw8ijmPjzw+E6qJ35USL2s694ukIhoJw8xlpjH79BqKuSg4kgfjsFRYRfVBXleEyMk61tEQDz3psqXoGbLl/TdH//q/p/tu7Y1i8hAzphWqUs2E1tc56DXTJgAWXumgPSewgOTnXRTYCbnDpopnvXLrHgfCw1Vea9C+0XSvrhr0qhl0PjaNnh9/6J30l09L6N1dikwvFuCyWJeKZ0wuU3oztiSFI941FJp0O8FlMcq6xiPj4ZZNFIMtifiJhNdh4sQ/SVsPhceMHa2JyCWjxQl6lMu1fFLKVD+Oseu74vGRGibrY2yqmhi9aOxJlz2tXSXx4kQGCeG5dllCNZthW9HU9LMmXtW+Bd6jUA3bTZdiaHvJZe9CbeqC88RLB44AqfeXK898A15rfCdDVzYwDyy0MgERKmFv4t3UP0EZ6uaoZr6pekgSwIbaME/V1PMjVKqqwO0b5Kr/f+XZb2wkBi++6B3N4fNQGot+/P/+ivh9ZIp45MRgNtX40mPQDcOwtasIXjByf2wmB//az2ZNpcTkuGoJEFa1tIC2WgZI3fvl2p6sVBLlOC6bQZbrJGEvmh4gJUpSDto2RFpmi1a8t3LpPcQ3Q1iFDVvA+iaNyQfwSwVmg5gSO6KVXHqWtiCt1XynWUs+0uidfdzsvvuFD35WWFGXveAaMdktLHpUgDEyjMtWXa9Wp5XVHwHwQgUPlPDjuvI4r4isD0xeSY/59F8cmcGZTY30cvuoOhXqivPfhrKWq572eultMnn+6ufkUNSXf/1VPOvnt9LeYcWXy0A+Y9CVgLXayjXKJgKKxiH2XPoLuw/ewbS893/3oC/9hVLqI4fszj9eR3U9HM+E/cK73vtvHNq7s8bS0rTpSpoRl+om11t5xJwuOH7bRE83wnAgUlboYMp7mNBoyggRN6p0jRkghAn1So4ejIMGMdCu4jCljAyoSMAFaNyXfXATr5H+evpQH9zLlqa1I+fj7zvw5L1ubuu6+Mrrpu74jj2mCio0JrqabrL1FHw15ap22DeTKmj8Ul7wfTfwyb/Z97TuUNYHv/i2JmZvf/XhT71RKONwWJHD3Wdq0gXRdssEVRONHMnuCbqoqNZ1mqx50emrhhHgD8KE0TNFq+OAApvckSxXAhjoIE+x4kBfGzy5JByio+BCb2guqmVXgAQXqJAEgExXwfsjgGX1gadef/XkH2gAqWZ6EqiuaEXZ0rJ+jLAETO6J+5bxiTN8/P8emKB008ema/uK899GHetUJ500zuO1Xrf0MgVWkhyhvPiCKO+nhzZFk0mvKyh6R+5Qtlq+tL96/7fexVVPeHXYHw4GcXp4lS050oUSiZs1IdZL0XnAkS2WzWSpjiMsO0JnLXoHCRw6aVa91sIWWNUoNpRS6+QgkxhspJpYU5RMhoQ9QOMirQuZ9EeTSKbCY4iGEtEXDQVUc4nGRcKGcSGSr8pq40bVaGMbhoAL789gYlqzH8q2PAdJ3zPZ8NAMk9X77osvvFYAkprZU4NghHUZpDzegork/pKoBvyoMnkOalChfp8dKd+PD33mzVxx/ts4kIdyHR1Zm1p6o5pp4qGs4RZIVgzZgkhXbCpGcaZw6NISjUoB5LXGddIgQ1TN/mUmax8vukgO6KaQvS7pWzl8TVbJJT2Y5TFqOJLDSQACfbcl/y8qYYZ1RO7lIhWAITFE1qX40TQ+MaUVj4/M4GIzBeyDv1Gz92nVsLGAwDL0uDi8ryJId46wHTlkPNQBefWB+6on/8rUXV8p6VVqV/5VA4bmvYyashdgelCzIRYYeX9XvRaXXvyOPfb3w1Uf+Oq1TXLDfn/mK9dMjYKVMDEPRy2cqVj/NYmsXW2wWl9H9UTALhfe+/X725uDfK/7IHcNppjC+nJT2d8kJEvlsp691s3BW1h9D77Ay56FC78bniZVugZIqIEwn0bN4AkEUKiBvKmPl0KXAYAIbNOqK3urAG/CEoj7JdVxMw8Zk7h6bV959htlXZbg2vFULlL7J8C0X9fTvruJk3SBEVHfYDCVdAdrnn2Q9VDg5wc/Kz5MRFrOC4dp7c7fMhFmX0uiv5WHZNk2Ehq8pNnYTAaUZizGs/VZYX+llDpl1X81cBZw8mF5EI/XUVdH3uXuUJYX8ySbCnIqRjTif1BrzABcGhGNBXX1SmFGlmhUoawjGlXEC2PipTF6WGBGBaY/wayM0eMcvSKHST0pUJNCgITBEIpiz4tzfUH2XhgKIerGpbEY8iRGpmqpwSaiBS3bmrKlhXZeHBzCr8clZiw0NvFSQD4U0wuAmm4SqhLUWZfBxKc2ZvKgJ+KubgrPhd/17kP1Kj3iUqWVCYgPlLskanS9h6LOf8WNmImAT/HQTRvEcYVtR1Qzkvvt4jBdyIy4A4f/q2o6kXy4pZ1MAtJlR7JsyRYqsl25NNBWQCAV3LhViE+sdeJVO6LKjByqAoBGuCDEQ6EopkuObNERTYSqG439ngeY4FRfOx43tGzrG727TeXxlR1NPiOmSfmMABZlW/5NYCispT742bdIlNk4jHWVUBJdHPSP9dQuaM91LtOSaFhixrbRZ6pAe8ZLQxSNa0bF4S/lApXzAE7MV5z7FvxsF5+FPWBVQ3ao6oKX3yAu4T6YqcYC8szeWdDensvhu20CUBgxOEEmqS6WJJtksPbnSzlpNHVeykEpmupWAWnUEoOPNVU7wrYi0b4Hx3BvaLxphL4rtPC4r0h3Q7ZLnPazRXk/6qDLrVoG26qdxxVFV4UkCQEmbCqRZjaWf5c9KGYhn5ePYkairsqe/MzBgpMuNsG5vfY2efDjr/dimSpLKoCbHmJXmcjV6zcees5/xY1rvi8HXQ9htviiy6+jmE9kj4mFVn3RSw+th1b3bjnbuESunWLMZpisi8XUTitcGjcGd+KRVGGGuewf+5n07a+Ul4i+pC/rKlmxmEBDj5cnREtjzCDH9MeocW2SGA5SiWmAIwjX9RC7ly1Zkr4lGlqS5ZK4X6AKC+UqWU4nlfdJLT2yU5NOnA/abvm/CWxCYZxpYfK0pfkv1rWEvm3X1i+8/9vhtasHH6sBBa3ks9HTeEjHFDBdzWaEqdRAa3TpVnkyHf6qweSH9bP19U0LCHio6szXbaVzr/SeynpsSKCpQYIanJe/D42flZf9Lh4fxPPlPdHYkqxYkpWKdKESOcPIkvQr4kFJ1A+9YCXeCjaLsO0Im0Wy7jTC9CsC+2BiA3jgMOEDaNa5bwZQqrkuu0QHHy7Zl00e/CC8l5SnWFN1Ymw7xiaaqm2oOoaiK5I2gvx4LfWBr1yDKiqRS4RY5tUH7VpCsvq+K+cxuRyC8TJxl/1X2Ecq9BAXfO8N+/iLh76UdQc8iIOsUdtJcO0EZa1cYw9xMtTFV15HMRsLMB/MKeUaG5gJRR1fSyOfrqXUurQPBSq/D5E6vA/4APAnwE8e0gdwWGsVw+VR/3i0n4u115G2fzqk5Y2SDSps1M4ErbWVRl+HSW79BlDWEdVvhoCy1VMmQGhUzqHHYeIRgAHKanpBHY1DLI2WRsNoQW6D5rCmu0rjIE7UKNmEa51blQk1Tddaytw9pBZwX/WxD7yWy55/DdHuAaody6EwlmlZQ7utAQM33XybjF6tUVUAG4zc37hfUrWjI2Zqd6DHfeWZbxBmyOq4qiTac2JyCMpFitk7HPHISWNnFPHA4o3GjCVv3Dd0+8AiCFMlmymKmYPwTAjaX5Q0yNM1Gkyv1JQ+Xo8NVk9ma8diZT3GIYacTsy+vJ42AbVufLXRYS0Hql3qvVFNljBMD2c1lVG+LiZPYn4WXJGtb9Ie1lq+FVN1E8yoCgZL0ox4bQKV1st71XsZMYX3Kt6jYoMuxbMBInys8A6JhG1rnvOfb+Tf//jwyx3219Bf9vxrUM7huil4jxkJaKJWTVMOVblY8f+z9+fRtmXnXRj6+2az1trNOee21ahUsiVkybawJFsNksuSSipX1b2AGx4O4zEYL/AgEBICiY0byZJcVt+UmjCcjOTBSwJk8Ah54UGAUGosbMudgm2MwdgYbKuXqup2p917r7XmnN/74/vmXGvfus055141RWqOUaPuPfecs/dee+05v+/3/ZrmYquNl5h2SuwnD1r/VZIGzUnTCqC8/+YYA2c2op/N5lupskMBHRgwajJmCHFihtxxQpnQI4mrNquRqVXmtumF/t9ckeI2072ZlN1QmUJTT54K4yBZZSBUkOkUCUuBDRCnCVwn2H0Le0AwnUReHYdu/NOffDNe/9D7YFdB2FxuMFRjS0gwsAo0UGIxFdQiPekebHooe0iz4ZPQSv3iq1hBXGcLzUaryQtoY3uovvb2P4XphVBMgwFhyrAB6l0Fj+Ye7iDIcEAlM8XR3Zkjf5bEjTyVJtB0arrYK5UaGM76FKXx9m4dACRS/Ta06Obiq0ORxUNJn2c+27jywtBR5gWA9fNV99lkhWiW0tDAs7ISKErahCka8qOfgY/9/gfw4H0iGxxLMMvrU3ajctHA1g4meEBp4svkl7kkqzz0yrcXuvZXctHy+s3Vg/e9EzntJ1Uj08jbvJpLwvLzy1TkhbYb9lUAIgvok/oQMdhBjewYdMz+kGKSqHMikE7dc4OXz0b2VoxLm6vuWxafpNzIl/dV2T6Z0WC0Nsy/C5YGZowaPxYmJgswkU0lCcKISMpAy3GMYpSaWWLHfE90mFJq9fx7iK4CZxPAWoeHCNMqQyy/L1obuaWaTwbG677nUfzcP/6Rqx/xti9zHfDz4Ve8TWryrQapMsUb6CsRGdnPLardWNirzZUIv9tLGo0RAApGvo8SwyjYKl5adMMml5lfPP47EX0rgL8K4JO3/YU8s77u1tMaTMiUUhOh6QZUjJnyoZubNNPGAh7kaT2FNEy9iQZ9Y9fr5qUHNjOwauX7jBFE3znwpJLCQoGDvOnKtMUUR3yQbH7RS/4vgCGvVRu9XqffR10H905Qzz3qJw+QJh4pa81NBktiMezL1PKic0womjJ2Tl5HIPjICHOP+89JtE+1LVMae2lfdJY6MX/s83/tWM95bV1jQpZ1uqZyopMEtLhSbade7+ut83f/JXl+X/5vD/UUphdjkbzEiREn5EWQRBAAiWwp3jJiSzHrfPlYkxnJVhZ9I6W0dniwE3p4iTjSwzrW6iBvhwYmmzcaOcplWo9srsiDpIUGA0ORaGD0u2VSOzRF+p/BWiQjIF+TabCYGmEiMZNHXR/91Z/Ea77/Ucy2V2BnYBX8SJUVSiYp6NVHKXzHU1+lPlsi2FYMTcPUadoJI0wIr/zTH4LtGH6RMP3snhShWgznyKpbWR//hTeXpJHxeu33Pgqz6cV0y5BIAVwsU1Ru3HVNy173PY9i8vk9ADhUXvr9598P9f9DbCyiFzaJ30/lHg0Ti37TSSO11IJS3y7bpuNlnkNBAW+VXcAF0C3Z9DpVpZ7lrSMIcOkkRcEYRooZJNCpXZCpnUyQdKLfS3RVqo3qhAlhKo1XrIA41YlgZo7XQPKMVIkHAxiARfkzExCmw2u42bToemv7BROc+lf7AhQoEJbTc+QsEbABRpoykeQJxb0wVEjPCf1sFpPIINMhu4qwu63EoCl1+HaYeX70Vx65ZizvH/qPPwS6w6O+HIZiPTFM3vOSgA0/87Efe8rPvv7h96H+8t6h3cgffvlPwp6ZyHVQ6UK1l1Bvy3Q1NsJmgUpzsscKkwK3GTA9wqLI8LtB/Y94OP/7KGdaUh8BQM73yqNk2atPzZh9Q4kBBe5kKJHWzzNS07rGK/ApP4c4sMSgXjBF+gMIoMoMYipyN9sqY86PwLljrNiIiV71hOwz4sSPa4JLpD4KUjsYIAqzk8bXJCSYvgc7UySLY8Np04VyVl/ti3SsdY0khNc/9D4xCFZ/B5F3UgE78rlyvZUjNw/rCeIXCfUVuU9MJDhHcAex7PnZR4AYoDbJBewZNuSa7Hh7Tja/ZGtAJECFXfRyzxkAxhR2wFjKmhkSTJJOw84MPSFjeD5FRjSSrWXQUwcQa4Aw9F6loa5l3QPZCHsRkGS0WMsAIsy8eCYdY4VTs8LWzE+A/QCGGWZhMoZegRLABpHjWP3sFvDXEPw+F+nq6/7w+3XAl2CXAghmwO12JCx84md//Jps2td8/6Mwd03h9iX5LXudodd9KAScf+4P4bFPP5W19uo/+UFsfGYB4HBpZw/c/240EO+N2BjYNsHv9gLU9rFIssUTQyVbmnCT7zE+wiCPmX+LiF596B94Zj2t19MaTMj05rwockEqaQ2FHf1IPogjo2TXZp12G+TvUXOZAwRQyEWLd8JG8GJOFbYanabKJhWmQ9xSKR4gzVc2PQMLnX4cbRcbs/Y6jrJ+6e/9VdHxHqwEpc6UUJ3cmFVXDgaz7AeghJMUUHnqoCwLOCsZ1X1CykZn1sihbIxMa8K1EdbjLLNoAWskGkc3KnIG3HikWQWzIlArZkLIVDFjrkvTffhlj8DMZwBEJ1ronddZr/ljH0C3YVBvC1prOs0aB9CfqOG328GXggCKeohZA9ulozL2hpVYEGilswFSfLEXb41ynxKVJiUbueVVTBDzrZNNvIABrVcggkdFQGiUHp6/boWmuebkTfr7dcBjApQqCICBaAZA7P/8n4/PAmDS9zc6wBJsF7LxPWh3MZiEXT1lUhTMLiysNXBeMterWYVu08uU3mtRc2oCu+8kVizevnuXVgFwpoBuxAAaIw70lSnRm/JE6aa9T/3EErS7AM+fGrF59XrolW9HBSA1FqszNZIj1DsBkyfbMnVlIlAtEXiIaTD61CbaLsOxwYRcjQrzRU3ajFGGgkQlGiQkZ8t9ln9OGtPhC05ZCcQjyqUyEuLUop8YJI0/C406lxuJkow1wJ6RvE6srI4mp1EcdpmAlYFZWNSX5TFjA6xOAs2VazuK32z9zMd+DK/7nkeFhpobq1UszaZpe5hlr07nBFq1pVCz1hbWGhLUhBQF1MvNgIAvSfZxYI1ifzsWG4M3PPBekWlMhN2XTgiw4fTvtufSFGVg9Vrr/Lf+OKqJZMOf/5Y34bHffs8NH/vB+96JcHqCMLNIltBc6pE8YfrlpTAElCknUjxtbIzRKFAMMqcjbr4UE9yemMOJSacyCDK1NLGcb7lR1gYt7z3jSS8xj8l+QmOOXD7nxCLR4NqWIYNMbKFMBKgsc2CoALK/Bt2nrdKOq12ZPi/uriXWL/ItAQr+4r40K87KPmpYX6NcF2gNQV0YJtiswAIRsh4jsx+REmiVgArCMsta9SgAzVHlKDda2bT33EveOtQ1mzVCYxFmDqaNkrCxUjaYSulsd+0m6OFXvA120YGYcf5bf/yG5riv/b5HwQR4QE3+UEAlt4qwBz24GtgcWWaB0Z/Xpv9HfvHyewtTJ7P1IE198nZgMmrjLPUAaaOKUuuyU0ZvHJi5AhYQknok5Ps2DzFEupuHD3nQobcDoUy7kx2ujWshJr8sdfDqlMWnHjt6ANxjv/NePPhd79IzRocvKQEtFwYNdWEYDCrQhbRWMg33c96DjUGYV4NhbhnSCFhO16kzj7OoCzj34rcgnJyWiOzKG0kGacSgsYAYzDo4u36LNv/sEnZneajH/u7XvktZK4N0dfpkL8ynxOrNJSbfNgRhXal/DEa15I0kRldFQxoALwLwqUM9wa+Hlfiraih7w/X18jyOsL5iYILeWH8UwJPM/Af1a49C4kI6AL8H4P/JzNtE9I0AfhvA7+iPf4qZ/+KhHmc8CEiZ0q9GWIrkluJhpJGlVumIIUrDkiUNRNJUV14cZFXCIOZiBmni0M8cUqWbrFVjHC/GXrGWzTXrIYkVUQ4S/0hR6LWxtqj2oiYa4JrTnsOun/7km3H+BT8G6gPQdqBOkd/8GiYyv2RvAdVuQ6nGRWZQCiqdmu8tYXfyCFMbaNWNEtfAcoXz9/xlAMBjX/ypYz/3x37nvTj/vB8GNZW8D4mBSQV70AExgrpYDIAy9ZP6CFSEcy/9icE5/1veNBwizqIYaV61Hn75T5bXmyYV7NxhskqixW1lCp4aL9PyhRxO1HNxsy73W0yF/XGc3GiKCeagHRr4Qp8doefIzZrcu3aVpOEgUyaF+YAHpG9KtTQisaJSsLKVwz82ctD3GwpwTWSCmyYJ5JPcrNGAE0CtgekN7EJSIUhp6aT9mYk4lt5+vH7+Hwq18Py3vAkU+yFTOgMHzgrdGChFGayVe7rS7Oyi8ZVD2O0t4D6jDYNVTfCkKZNdWvVy36Z0aObK9VY2EPW7faEjZzp2ccJWdgKUGkp9RHdqUia851/4RqBtAWNh5g2gDs7nXvyWp0xEHnrV22EOBCywXY+0NYXpZXLpDyKspsOwMyXrPGtbx6gXJZFelKLlGIt0CgQAZLgYzI0brqRTZxMGTThzltQwbItRQS7/HiaEZA36qZP7uBavg1hDYk4nEXajh68Czm7uY+J6VCYisEEXLQ66GiEZLFYVVvsV0BqYAyvxfVN5LLeQx72VOMZMiz3/LW+SIq1yAFMBBJMxMPuCkhS/DC3284SsALlRJ6iafJELidIoVE735lTMaG81zSZVRpoag0JbrncS7CoVUN62EXa/L+cme7s24f3u171bDI43G7nfa4mqPfeStz7l+d1//v3wez3ixGL5nImATUGAilhrjKcdpIJm1Q9NPAHwVICFbKp85MVS0EOnf3m/YW8Ab8v5IjIHrRtCKns0cW5A5O+mS+X+Lc0bdJBAwsxJlUF70goINtXEkQyC2dKXS9xzAOyS4Fby5+QBTAjtlgHbClb9oQDgk//oeLTsf/aJNwIAzj//R4A+SM2Q90lAZUtOXufUDyy4a51xnGsubZSvAnfYWFDl5LwmKmfvrTAUPvKv34VzL3oziFP5XMRaTOTyEAAQnyywmljGKD5Lr3gbPvorj4gprrVA5WFyfWgNUlM95fFe+32PltcKCHDv9qS+ClPxInAHsTSd1EWYfB00ZUmSn+JwnY5DX6fhvjL90OSliVegKt+kNAAZ/QBkyBAGSGPpCkFA3dHTyXGl7AjdhvhCyfBBDXOVrTiWk2XvG0DrhH6of8MEMIEwuZSOfdbklU0bH3r1OwQAGxmjMxGQ90md8LNzRUKZ3580kuwI+ABUu9qQ57N6BDRg1Yl5KdEtMxo/8q/fJYyshXo/OJFZNBdWBYRmBZspKlsqJqAZWMvnn/8jAjJYCzut5b1etjj/vB/GY7+/7v9w/7n3we8HYScbA5tkYGYtoVGJllXvuFwf2UU3gE0mn1Wm3Ms3WeNoyADgg8z8r27poj2znjbrK8lM+JsA/hsAf3v0tY8DeBMzByJ6H4A3Achd9O8x80uP8gDSpHNxKjfdCGVNOoUjSbAnTiWztpgVxlEjDQjzQA+ZVPui1WdnEGZiRhWmVgzMrBS+bIFQK/XbFfbVYAyn+jiCFtdeGUOBYXoDn9LaIXjclTe688/XImPSDMyLPoJ6yMSAeWjYHCGRXfs9EtOXBoQ0psJmIB5dr9uoRxxvgg/e9045AGOCWbCc3rlxMST/j+mpE+arn08uBK9ekWEWLaJGE2Vaot8TUMBEht1blY00T1nGm+lTIjiPS1tkBidaZwTYQSoj9GcpXmNji768yBEM5D30tD4dIBRdeWiEddBvAv2GTnA3Asgm+CagMgmVVzlHMmg7hxgsonGFeps0bs/0JEWvEkXoNg2cHvvt9+D8t46y0Ssn792kArwTcCyM0PoYQabW6Yo0sqhzoooBeafMoihgxO6+wOVNLZ/xyg80wltcY53wa/7YB9SoiDUhRWVThoAulQN6HBHFlQUl0WYDAvjRdSZXdncFLFfyupyVKe6ig91UsJAw+GvoxFv2RHX91kmWyUwf4NYm3pn2baj4ebAdALbMbhEgQe9ppa2LXEan8fm+1SKVrZopNkB3KiGd6GHriJObC0x8j9PNApWJcCZiFT1CMuiCxSp47K8q9L1Dt1fB7jlQD7AHUs1gL6/XrQi4jffuuRcP9Ghp0gGQut6HCFq0up/UZe/NDVrymkA0dQJmxkGaBsqeIVzAsdvluTF237/vBz4w+DdEgu8SsgO8tYSkLKBU2zXglHoBP/rNGqaLcAe49p4LqLeR0Gtzo2z3E2BJNLl9EuC4XB9TpmBC+00DmyXfu8e5FkSAkUx6WFvMxcoaSwDLtVfKdwaDnHofZL02AdFbZI+DZAlxYtFuiiyn2wRShQLmpnqQn1GkIfNejztKGRimIuFhA6SWMH3i9kxKH/tdaZJzvZDZRRQF8KSk+xUNPg9joPBqH4VyvQCtFfQby9SbUTSVt7jGKRWv+yPvlwa4z6A7BPAi0mQvC/RYn/SRNkrqCcDOicF2eOqZYJcCxkY1HgQLTdzv9bB9AgcaZrG5cVUAisloc53KPssmT5qOvqRB5wIMF0NPoqfs+8U3iZXFkhvBEXsx11Pl9yrrod9yMvDSgURs1kGEDIJlaRrpVmVUDkkRUrNUuoXp95vbc+TiY7/81nWZVkjFQ6LIlUMCWRIZhjF6ztDABAMGVkb2D8n3SGY95OGGsyJzvg1rDKQ98Pr3KOs1KWvAFmkRqgoycwXAPLBsY1yrv7lyoPbaJhx+ty8sFUrCtLYdCsCUJUB5ZSZRXiWdKX/W043rfmb+/xHRiwHsMvNnjnptnllP7/UVAxOY+ZPKOBh/7WOjv34KwA/c0oMkhtvrhIpdZAtYm/YWJkIBGVTXOGIpiJGisBCyB4JQxgj9hpfkhZlBcjLxjRMgGZQYstzIyeMoOhsGlLZM3tww1QWUsju1ANYb+ltZpUh44RuR5hOYRTuKe9JrQsNBQ/r3zFZIVuMtISg7qWZdonmUOYAE1NVtpYwDmYplpAHSOC3kyUY+RPNmNtrUzj/vh4GmKvrP1FRSGC0VVQbW5Q5R5QWrBKtTDTGPkw0UUSdWWXah2kvTDkVUucduoRkrYEU+GPzgu8H6GBlEYAUzirGcHTVifl2ukLy42McaCPMEVAlm1qOZdnA2oXYKHuhNa8DookWIBn3rwMEAnQGCFE+ZQg59Htk0buf5hK3fvU3F7Yhe+vAr3gZunGiZc1PhHbDqBlBhuQIZKyCCMWDIFIIrkSAhcqHpPkWWYwc50u1a9/1HHwQcwWZndiKY3Khk6YlSqteaF2vBFUQLWjndnxK4smvMm7LyvkUGaGVCZvqkkyZaY+RI/K36JyiVsXyWxtPZI6481UmNTC5z3F2eUmUpA7T4BgPRkZiQWdJ4RPU3UAA2g7H9HIgNI20FmDpgMutwYrpE43psVi0qE2EoISSL/b7Gfl9hFTy2Dyboe4t+vwJ1BnZlYDotsI1OkKM8bnvi9r73YwbJ6/7w++EPggyrK6dnk+4jIQxyEFYJWQZ1HYGtTNZMb8VsbRWGKWYuIG/zfZtXMYrT1AxiAIkRJ25oPghl+v7A698DQ0CYeISpgSOA2wiuLNrTNV77vY+uTc/tMpV9znbSLWdNuRghDsbIhU5b7nVaZ8LEgVVwtBcJ9fkYmdMRCcCVp8alXpDPSUlhMKaY+mUzumz4zAYlTSoDCGEqQC57mc5KfCkPdUKQia1byJ/9AsLU0UFDskPyCSD7bXLAzvM8tn7/eJrza61cL5x70ZsHEDcvZXaSMcNnGgpaZj+pfA4aFGCcANlfFBgrZ6S5vffu6x96H8iS+BG0w/OW2GBpktka8cnyoxpL0ysyYyh/JpHEP+Fq7wQmkt9/1WfQLvWeTQOAkI0QoSbgbAYmS7m/buD3dN3FGPl9oTT+8vzk33MtWjwOQAVYGDwOBp8YiUskJIKmjGHNkybXt8WTRuvYPCgrIEJAMWodngPKYyYD7D1b/rL1mdtTM37sUwOI//C3PwLqgty/wHCdV8JCykwDuY95MBjNwA6rR0mAgv952BiH+FR7e7N7H3j9e8pzzcNQWALnXsDQUyTF5+/6z+VrzpafNe0gW76mt4ImLwEY9t+lpDDRKkidZUzpnYpkREEW0qHamMl1vUVE/xOAlwKYE9EHAfwvAN7NzP/5rV6vr84a9YRf8/X18jwOv76Wngl/FsDfG/39uUT06wB2AbyFmX/+Wj9ERH8BwF8AgMZvCu03KY23DzKJVF+DNa2jbiRlMqF0ply8sDOIs0on1Rb9XDKCQy2FXqqgk9oBpS30Rz3HMjorU0AMpmcBQ5HNYnYnZnHye7Jm+Haux37nvZLJbEf6+2wgefUHJmlbmUYFlpW4TXYGxhllK0izU+QhOWbqNi6jmkLS/9iSTJmvbgprhzSt8NCr3g5rSCibUYwL82tAUlbFaH30198mNMcEAMMEObsRizFnD2pF2jDOVgZQjCxLUZEBrEOsq+9dAWi4sGAKHZGA0MjUJGiMX3LZ50AZMTSAU/nQDxOgP5GQagYmEcZHTJoexjCcjTrAkNeRQOiDAAgxCYiQggF3BhSp3L+mlYLE9LTGRGAjxe/eN9yeSel4ffRXHsED979bjlXDSDoFNMxykPa9Tpeo+GiUPcCaoXD0VmiNk+E+pT5KgXsbmTVAvh5JNbHiui7FdCogAiJUjhERcwa3M+U+ADCSbQyNW16P/da7cf7Zf0WKnBQBI6+zJLco5Ti5kaY2DhOnHKvG1oo04Qhg4Nq9W20VOmY2sBIjXC57YlKwq58YxIYQvbAPwnSYbqVa9tQ4YcRJAlcMO+1hfcK8EeBrWnWorYBfXbRITEhM6JLF5cUUOwcT9CsH3vUyVV8Y2YOzOiYX01YB3iDX1B8c9R0+/GIt9tPEw/S6d2YAO98LHSRNJ7M48hQIkE3GEOLUD5KZzCb7ChQ7OW/dadRq8iRyh4TBcC9/ryO87o+8H1ZZFRLFTIVqndmCV68M2ObXIO/R0LxnIJgw3M8DPXk9UeApcqgbrKvvWwHREpBUVgZekz+yMgzStJJc+BF7JE7k85YjAOV9QzE+lWZsdG/7Ua2AIQXHtoBdSg1gV3KvupZLfQCG7NktCgMyD7PtirH/rNtftn3k37wLD73q7SA1p+QIEEcgAjaYgTGiTE+poTCAK3klDIaUef9JSfaL25zCJJIgyDlgALCA8NSjTF3jxIFHxoQPvP49qMYDlfFnykB8dUbrZz72Y3jgDe8ppp35noxTD7PMYHUapSNAa4hMTdV9n2gAcA8Jgl1975pFX35eWBVDbZc1/2L8nYcNOnyohmGDgFX6eSS9bz0VVm1hHmRgmFD8bvK+KqkoKHUPsQBdJmCtB7Kjejk5+bedb7i9TfnoYqEkvUD3kNwEpwSKBE7ChMp7jARM6P18dQ1XarskPmLT4xmk33DxSKqKoZakMfM3p8FtNDD7B/I91WQA8wCph9xTr+vHf+ktwuDI9132Mgk81EE9AYjFJFg+4wIuUGQwUgFShLlww3v3lQD+IIANAD/DzP89Eb38lq/TM+tpsb4mYAIRvRmiqfk7+qUvA3gOM18iopcB+IdE9CJm3r36Z5n5rwP46wCwVd/FdLAYJieFZtcX8xKuPDJtEoAWu6ZQithbidHxknGdvESPxdH0d4zOFo1YZqEa3WB1k7YtJMtWo4Jy/GNyQqEHAJpIQ588IRFheea2X2IA2ji/8I2yGazRmfKEgaSwGtNGc0Pgh58Rx22hiyEk8EhaaPZuHxJiVkKvzEACYgIxDZT0LLNQ12xqI8yVXQE1+h5wDtRmvZyRe+BaWk/nilOv2++QaldcjKmPYsTJOtW9XgQXszwPokNT5tfu3emzOGs+ZQpmVJMsDVqYyaRANOTChsmaxdjkSRfAjiX6zjFME+DqCGcYlEEDliI9kUFiMQcLwSJGg9hJ1cCBYBYWJhLMitY0j7lAMGEojMNEHnc1O+w7e7zF1pRpVjlgiYQCODZlzEBTTADbwjplSyBrZRJBUoClSQUcwuDwKOt1f+T9sJ4KzdOMkjkopvXp8mg99Op3AN4Wk7BcDHHthgnX1Suo9Agd+M7TiPMa7AhmlUC9dGPENDRiOrECoNNVJ4UFIBTJQ5qBje/dzfk9nEE7E4Q+mQvzfP92GyIHCw2h3xAWQj+HenXI/YomAYZh6whvE0hBL2uGezcmg16lWAddjWXvsGwrhNYi7VWgjmB6gjugMiUDMBTPFrDdMJmLE/ndYf6VQf5/7p/+KB54g0ydUqXFWyKwVyArjt6bOCSVsJP3JjuqZ8mKRPYKuJgqaRCai7eHcgvovduYQhHPK99TMLJ35MYtNy/JEyxr1J3mtoeZvyHYwVYmniZP32tTYjPZGBhlA5TmngZjwgyyMYDk7bX39Ws95lV7rtB9E6gHyIQiHeFazrtYW7A3CBM7AnGFJVAmr9qIZOZAMZ27aiKbAVnfQpkIKGxF00vdYDsBVkzHWkPo2TwC5YiVEdkA7cnbD96uLUtAn4a9Vi6i7C0jM0pAgR9ngJHZdJY2iVFjKk0JKIG6JPf4bVoUJLkoeWEVJGfEI0bZV2xMYUglL8yS5vM75SzIDDYYYSmYVQfRRFx1SZZB6xGpjcJGrV5Yg+N/YdRk8GsMGCSUc4wL0HDz9ZR7N4O/43pOJQ6xsWLo6UkZiupxYIe9T37pAC5gfK9CcYAReJCHZOVci6N6INe3ek9nCab8nHqhKMgWJlKz5BSd270++utvw7mX/oQylvI10cHCuEbI7w+nYZCY6woLMAYGmcgkB08huo2m4w/e907QWF6VH2N0j63to/mz6Jw8J31dY5Ptmy0ega/lzDcEWvUKSulgIrNxSaafMhDpR/92w3Pz9wHcwcxPEJEjIgNgctMn98z6D2J91cEEIvrTEGPGB5jlE8PMLYBW//xrRPR7AF4A4Fdv/NuuurGtkWld7ctkKNVeDv5ac57dVW60GKYmWSMGLawoDMW4yd4HPAAJJqhr+cgMzy3j2gd9rCM0QbLf7VI+uG4ZESYWy7MOr/zTH8I//1s/dGsX91rLmqINzYaL440FGguDrhdKeTZiGtPzrpKOpKYWpN8RsHHriO355/0wYA1M44eDNjNNsvkTkSD8zgIeqgHTTT9qcR0H7RgBAjIoEJLlDnACilDbgetKoq1CJ9fFX0V/V31+WcaAvRuoXsaInj8d/aAphmxq6hkbi+VZj34q4NLqroQ4Tai2WjgXMW06VODCLoiJsOgqhGhAQd8zJkT9c+osOBBoZWEi0K8MbCv3rV8CFQM58tF2WjAkcRAfG4eOP2L9TAoUvy/FSr9x5Jd96GXbKNpXlkkTglL5nb021U7lEOPpUPFYsOpHYA1ibdFtucOYCR1qPXjfO+EtIcx8mTLH2gKVUcaLmCmVQnAkR2AiMTxyBuyq4d8zkNDHwUtifyFeD2r8iboCHaxgY0TyczWpk0Y+eSpa3WKKxvL6kzIi7CpI4sOY/nvYRYQwdWWiDSMMmvaEwfKM3BfdmQhMAiYbK9RVwNQNgFufDEI06HqVUxEjJgNmQtc5cDKIrdy/2ytbWDF+X4CuqgXqCI0sxJoudwBOlElmoBnvMi02Hen0HXjuT30Qn/7Lf/Xor/8QK6lcSyaGcgaZ1hSfgcImWcmeRcwwrCaHzpVmmXNcW2LEyqKfEdqtW6/PXv/Q++TxnYHtuMilABQ2R6pM0VSzOsIL3Rtr5xszRlTq4ey77z/6IAABQcM9DhSBai8hTGSi6g+UIeCk6RPTPE0iWQP/83k0Mprjo6c5ZB+dtNkIq2LikCqRJfRTg346+BsUTwOG0p8HgJViuc3k146ep22lwRKwQOoC20PYSn1mnmV3fzwF8MvpGfnf5DoJbT2nP3Qzg5f9+Q/j1/7GDx7t9d9sJZRYwNzQrMlDEQtVvLz23gC9vJ9RzQAlvpAEILdGjDNzo3kc88GrVo7YM1rbAVhjR6TKgnoaZFZQKZgjhJNTmEU//IwR8MSw1BsUCA+/7BFJ6gEQTk+Bysq/G5Tprl30RYYpoJdo9Tmp90QXS70FYGBXEq1PlQ+5mAhpWskZ1sh9288tuo2hYS/SBMh+WO4jZcpmUKDcb/mcz/e0gl8UoFR3vZc1BYhC/l4ugEH5XIw/i/nIUTAuP14/XY+svJ0rNQ5m0aGkOOT3KoOQY4r+CPQpsh4zqtUzoJ/fp5ik7rsN6+FXvE0YE+pNUu4RZmnsgeE+AYQV4a0MAU5vgS7vKivYFc8omjRi4gzg3Et/AmBGnNVItYXTa5EaX+oOwwxaRnDtS2qL2VtIbT+flLoUXq5lZnIcolZoAfwGET0G4C4AnwDwv92WC/fVWIwbguFf1fX18jyOsL6qYAIRnYMYLr6OmRejr58FcJmZIxE9D8A3QVCum/xCA9RDM8uVBTuHNPUCHlRK1TfQ2BotePIGqJ/XpHTxzCYgperlaU1BasdFVEKZ5JDGqxV5g+EhCqgUDDLptpo2AQDuoIfbB4gnCJPbv8uee8lb1w2SotK7Rw74ohtLikTqSgyCUBPLpCgO6CZ1AVx7EBPs7q1Nyc7f+1/Kc2qmUnD0GkGZN3Klrq8dwk6b/gTwiflgptm2w/czA103bMreozAbjAEqP5hMafNGbT8UT8YMYEJmZVhtWEHDvys4ceRlCP3JBskZLM84dJuExV1A+w0dmnmLP3DqCjarFnMn17dLFqvocWE5w6KrCssAAGJvxedgZWFWRor25TCpzdRa08k9moEDSkPRYLX4HU92c8GQ00psK0VyqqgUJcTAt/3wh/GvP3B7C1smKv4iFGPRFMq1GxUIBoUxM6Yql7xsoEx8M5hoe4bfjyVR4Tjr3Et/Qg75mVdjOp3WWCA2o64WAAU7+hymkYYRiNMKdn9VQAYxhANEU65NZ9vJvdy2wHw6xNOSTBaqL1xB/6wT5bOazeuSHwAW06fSmDIBPHUiDzqG3IMt0G+IQ31yhOVpQncS6OcMvmOFetLjno0DNK5HZSMSE0Iy2GsbRCawbqiskoXQWaTOAp0BtSKz8UsBDty+3ptpmOYKE2wAScpEXff0zB7LBo95qpwUTAOAMJci/Jve+2H8+zfevnv3DQ+8t2jrixFaeW5yvzJooNVmU8V8H+ukMTkBa3MTaSLD9oyeCG7JePWf/CB++e8eDwh54A3vAVmNQnOD90q+lnmyyTKwk+gwQL5JZVjiNSCvkVQylqeA+TXnFA+3lK+ZyPAHCcszDrECmouxfD8TBHzxBok0zaHsxQA81NCOy1OJk6OVL2wMwpkZuhMeoTHoNgj9XFgH3ZY0YqmS/ZACFe+jbIpYmiSli0NrAMOA0QQGq0xE0ys7kWXYMESi5mslvyub35VaIkdeEuQcTjpC7kVN7RYEt0jo57efLm66APRx0FFfzagayUGKZHI0ZJDXw0PN5EwBJ4gFYLjVmMiHX/6TyEwe5DMqJoCMmHGTAE6GRhP5CGmiuiQsVEsCWI2nw3k44T0++mtvE1PVyPAXD9bMuGPlhDHHorzPDZYwiKyACGykluAkvjZ9P6QKOYM0OcYAxhLaUw2S+ndl4KufY23PG7MKbIdyn5bFI7kCD/th3lNNL6ljEr06/jkeat44ul+vASLkvTklElCHpHasdyPAeIqfyq2uh1719kFGxrzuQ5VBWwU9y1PNlP+SWQwghnIOyz+OGmjmayYsHXY9/LJHUEy9DeQ9yUO6/Nydlfp3xMxCVAmyIcRZBeNPSpT2+NzuA4rk0ar3jiGJMwfQn5gI06xLsAcKpDWusBFgSSUPAeZgBTiLpFG/UDYje4NUrRvwXmP9I/0PAB4D8FvM/JvHumDPrKfd+kpGQ/5dAPcDOENEXwDwCCS9oQbwcW1ecwTkawG8nYgCZOv/i8x8+aYPYghxa4o4y/E4WpA70qkUXeVAjCJLAOTABwBqR7sMZe061tBWKSZ4rXDNh5VRQ6jhYBp+lxRpau6i+kLT54NVjFBqAJUzeOjV78DHfvmtN7+4h1gPf/sjyOaKchAkpVAx1hyr1RQsP18ogjv2mWBi2Qizf0CQKEFmksLjmOv8CyWmKkf3ZdfzvImKNp4A6KRuBDLkw4CbSgy02h4EPaST/iyzeGfEJM1YVRVQgp0BtQG0UAPPHJ+XEjijuNHKJssCUAhaawdEGHYwzDniSo6w+w0Vug3C/nMYcbPH6bt38R2nnsSWX+KEXyIxYbufok0OXXLYbhuEaLFYVeh7i3DgQb2B3TMlacEqpTY3YLn5kugxHor/UlQM7Jq1xgwoB5pRL4mxuRIxw+qUt7mc8Ko/9UF86u/cninvd7/2XYA3BZDLn2nq9e9jp+VsEGRQDMCybAUV64TVFpp2plUv77hFvw/VIKbaStOl8aIgwLbKDtFIJXYGHGV/YG+FAdJGjcJDidRDlOcIK5T21MhzdJ/ZFTCMqPiU5Ego9D3SHScAYG3Syr2kjBidMoGlQIyNPicA/ZZH9DcsDq65oifsfINFewYIU0Y62aHZaLFR9diarOBNhDMJhlhkNgBikujGPli5d3uL1AoIRh3BLsUw0S3lXrXanLkFF8NamZ7xUASPAOExgyY3aLGRz2mONks6+MmghJlIo3s7l2iazbrPAbToXjtPZD++pkN+FJlSmpqi17d673dzQrdx9Pcsrwde/x65d70ZgCV1fs8yPAMCEyvTBliTFCRaa1zMmMmk1z0nHuWmJFmCWyb1CIiYPsEIM4v64hIUErqzU2UoKFCQWQFZs0yEVAtol5xBbNTk8IgAfKoNdv5Ag+UZ8e7o5wyuUqkLAAVaQcWlPgMGY/A0T3BNp+DBGIztR34QmXWA4drkZXKfrikn8ru5+OaUZJbsO2AE1LVthFswmifba5oFHnc9/O2PyLAh34+5Zhh3YGPQPDczo4aIooDzxcATgGkzqKSsksnx992HX/ZIedyUpWDIAIye39moeEzfV+YLRQZZ+XymCuVcAQCOFlTXYnz7bW9WnXgC2giz6hC3JpKE08lNQcseabNBHNc/2iciJtCCZYKsLLK0MUWaVUiVwfJMBfzK0V579ITtF3iEBggzAb7GfXBmGmSJYrl343otsAYmJAEPMkggXheAa9N6/Zs//+PkB2Bg72Id3C0GlZFU2jQYlZrAMG3EA/e/ey1R5lbWNQEqBbvGRq4FOCAqzNvx/0siBKC1QiiDie7ErTFwKQ4JLkhQyVssRp3DN+qZkT97Wg+bNiDMK4ks11phuOYJPBW2Gq0CeNPBtCLNYS9eCBl0oxgRNkXmabqo5xKQTUmh/k0mJvCkQmoc+q1a/Y6spIRdZzHz337K6yb6y8z8U7d08b5ai9fP6K/punUC11d9fSXTHP7kNb78P1zne/8+gL9/1MdI3uDgOdNCz7TtqFkC1pDavDL7YM15vGy+vFZUFR2pThXyGlzQCRjXWZVqQI1oXO0q060sbAyItSvO1TlqCgBo1YGPg1bfbKUEhChPMZvO2dHEAVgDPgCIYz4ATGq5KFrIZLf4sYmS6eKxJw3nv+lHBYmtK6GU5RjKDBrk55qBAGaUPGwyoFxotQHs3TBNyXSxvCGvRgCFd+DGi6nkjhJjnB2xEXQKlK+FwVMpiSkJRWxaIcwcKAHdphZIv3H41x8r4PKLgLgRMD97gI2mxb0b29jyS3hKWEaPni32Qo39vsYTBxu4tDMTn4M9BxMI1UJi6OxyKBpsizWqYtY4FraNobWpQ56W5SYtNxdWgbaUdwiWxoGNgOBSdHOhCN+u9eB97xTaP0Gf5/C5Y2MK8JXdt0HqzZx1kiUGSj53yVPRrpsuSboKgOkT145TOsw6/60/Dq49UmXVmEsBNtZJpNJoC8yUTUt1ugMicZr2FqmxQu8eTXwBQKJR9cl6VxJnxAfESD58isKWCQmmDei2JF3BBIZdpcEEMhf6JP/WzwzS1GB52iAcwz4iNsDeNweYuZglzuoeje+VRUnok0VMBoGNgF+dR9c79L1F6g1Sa0HBCIsmAHZF8HvSnPlF9pwZitvxvWlG201hjyWU5p2Csmk8wZW9yQAr8aiJnuCX8sv8Uvw/btd64P53I2z4ddCAeXgPrjZrzWwEQGmkQ4NPSV5PcoBED0rTWe2NAO3jLhpJ/MbJIvk81HuxNNGjczR7GOR0mVjp55QB0yYQxLyxvhLxiZ95E+77AYn9Ndq8xEb2W78bxG/HyHtmuiimeYB8TnqJx2QnevbUWHSbDskbtJuEbovQnjzay44NsP0CQpiLZwc7Vg8LiDGn/p8yMNuhTBCLXjxpczZmIURe8zwo9cfV4Kxe+8KgypP17K7fp4GpIHbA6hsjQEJmLjER7G2QC6w9rZF5XZE6AOsAwrWABQNkA2fTE6LGw2YDVp94ME4evfajrodf/pOFLZGmvlDty3Mv15xg4/BcB324Pl8WXyx2BiUdyhmkSYVUe7htqQvYcGny2BmJ4QWAysGq6Td1AUblnqbTOO2RLJK9A1cOcbNGP3dYnnXo5oT21NFff6yBg7tR6k02+hnN928GuPLwoBuABTMeLOheaXW4UKQLaVQHJAysoHH9bElYSkxr5zKNmrBSQ9jBZwVuGNCZLq397K2uh175dnmKzoiprUobpV7Nzfb645V0AjUTHCRUroB4ZhWRjBPQKjLqi8dHnXNSSpbCFBaFPrdiOJulMDEN0tnEAFu511phVsapl/SbnGA3veoQi1wGlXFWgfqkKWnSA7j9TgYsieW+zobq+Tn1PTCdoD/RIDYWB3d7xIawOikSsOstIvovAPx5AJv5UgO4h4h+CMB/zcx/7dgX8Zn1db++lmkOt7zYEqKaR5nIw0abgQIoa2AUjZPsKBpHN0/TsVK804CsZjR2lJlcgAmSo56LTgKAzfRvQqpNmTQkksPVqNOuXfaD027jYUgZCknQ7nMvevNajvKtXSB94nmTyq9rdPiSRtGVZTP9i8WIqQ/iLZCLmew+n4DUWLhlj3MveSs+8hvvOPpz64VWlg0PwQkIVxUfa68jH9Qj+mXXSQ+2cOCNKYrejWj4PbkBrSyQEsyeRgw6B9rdLwaOWTJRtGshoqSDVH6YwDAjeqsO0YQwOzo7gT0QtwJMHTVpgbEIHoE3EZLBTtfgoKuwv6wROoe4dKB9K3FiB5JN7g4UQFhlMGE0JRzLcUYUXdA6fbFQF0nu6JylDWBg1USAtOgHtKhmBtiUhs4vb1OBwCjsnRwXVzLn1SRpzYMgDVMGAIMUh9UXxY4M7chIkaiPUT9+gIe//RF89Nffduind+7Fb9HkjQSzDODKrsefAeV+E7aL/rm4+ev7AohPSOcQpxXYi5+DaFO1yakt3I7KiBIDlUprMsU4MxW0YfX7QanRrE21TOHYAP1GjdgYJAu0W5KwsDolU64jLwOgTgABKRrEJAACAKx6h5gMUhoYCaGzSCrDQU/w+1botAsFEA6EWksR8Iu8F4+K09zPXNWcmS4pOCagSXIGtpWiKDZqNGkIbiWskFgZUKMskkqaALcAvuMvfhj/4r//wWNciPXF3qxL3vQ5y/952HMzhZVokAaMqLlZWhQrKrGvuejPaUGzLx5dXvaGB98rDxsSTBApBev9BkCahQzO6JT3ajO2sWmYJQFtYmW0CSYFywBo7W2i7CPuIMIt1PT2yV2w+iOgj6ge3y1nFDc55UQase70RKZiE4PVSYtUAatTQJwIK+Yoi43IGAAoK0+AA4oEu6L16e1IUmO1MTOd1BPyd71Hx40Y67XM7y+GgYQY1On1Vf8JYmVKjeSQyZtyX2QaPvUJNsjPZHBB5IYRD73y7fjYP/+JI98LT1kKJpQGeiS9KclXwFBH6DUEMNzLOV3ADP4OA6tIzpbqycXx6oU8HLDqyVAo4/L3vNiQgDJ9LI1lccgHQCuCceJ7lGpXEmngABMS+rNz+Av78rucKXUPrXpw4+Eu7glI4MS0zrQBdi8bNKZBartRi6xmw2N12qGfElYnJRWsP+aeyy7fbzQC/lAkYEhyr5Z7Nv9Z6wKjwKzcv6ncs2uSm6vBxdEegHzvAuUcy/WCCUni1PW5JjcM1sQHRTwrYiM1TN4nb3WV6XwB83moB8b3armOpnw/vDIWC2hpSm1OIYEhhthIgFl2MLtLnP+mH12PGb/JOv/CN8rAihloYxnMZWZaARGeMrRSoCC0+lmv4JYi200bIpeJEydAbDZNXIwGJGpCnoeXH/2VR3DuJW9VD6cA28e1Icfacg5x3qA7WaGbiw9SnAigxTcudf8SgPOQRD5ATr+fBfB6AIvr/Mwz6z+Q9bQGE0zPqK+E4li7ZgiTlxameToHKN07H/icN+irqEa6snMzIP/LZkI0piEBSN7CLeSAT4184sLUoZ9bNBc7Kfa1MWCVDLAVmjTFSgo8fexjHbZXLcobRXmN2siEACIjrABnS/MNQPR+gDbpml+rGyHr70iVR6oqEAP9zCFMHVzOWz7kOv/svyKPnf0N8sQ1xziO6ZWkTAXvRA5hzCA9yDTCxECKoO19FLPGMR1+NsVj/+59MlG2AuJQ1+Gx331UPBvaFvBuABEAYLlCYUPk5zWtAW/AMcLur2CWFlzbMnE7yjI9sPmbHsl7dFWDVQVcKvRelILWBaBeDQWCVeDL9kqvVUpiaQgIkuMOpdkzlwKPdcI1/nyUZA8zAtd6pdbmCSkR1hAISNHm2uFnkyO88k9/CPVuws//gx8+0rVY+72OtKFWICFTxUd0SurjUKxbiYDiRFL4JUiT7w1sRwg6CYURcKE9a5Gs6LdNmKxPZg+79LFNF4BVJ7Fn6gbPRp+HuoQPU8hchI2SHvoIWnZwbQ/2Fk71ibDi72D6JIks3/ImpHkDc2FbgC1A7uc7/zPgRIXs91EdtGLU2PeA9+CtGbipEDYqsCP0M6NUU4B7YHIBiHtHf/mmBZpPV2J6aIHeTNA6HhpKbXhNAGwAqpUWuWk83WVNv+FyT2eDuqSNPlgo8kD+TLBSd7mwVkyfSsNu+lSat+rKSjSezogbuzZqqRLaamGo6Wfu1X/yg6h2I37u//jRo1+Q0bKtgCxc5HL6OAoWUExIlKVao70KKKwhttKkV7sR3aZFrAir0wbtFsAOqK8Aa5E6R1nagNhlBHkeaN5GPmNJP3+cneE1/hBAkUqZTifoieF6hlukYQoJrLGBqu2+/Hm8SKP7eD4RVtqqRfb8SFtTwBiEjQrJCpCQvF4bR6h2AD5AuTcOu0wLzL6gMZbK+CjGdHmqmxScTRLN6BZJ9oo26ZQ3DYDdVf1QAb3yPqD3QfZByZIRabioMECg4EKqRNbSz+z6JNfKXpB/hoLey1MBzB54/XvwiZ9505GuxdWLnUNOt8p1TdmznNHmedjPMktCXvcAjgAAIiNNRMLVbhpUJLVaPzOIzSaqK0djhT388p+U36/JJ2AxYZYHz9dan0PSBs0A0HSoPLSQmoNg2l7YHcu+SOVS48TzIESk2uOjv/628rhsLeyqx0f+1Ttx/gU/BvFacjBdAO0vS12Fyotk1hjQSiRt7oBQVQZsLGaPM5IHmktHu28BOf/rK8PwygSR4pg0gAZuxSolSlIfKMNgDTBIwrylOHicDMzTzIDBWmpLXmtAo9N7tJdaJMx8+Z78OHlvIYZEyCrYSkGAyge/611A4luS6qTagWyEWfYD27fUf1fV9QoukRqS0wj0F4AXiFMHNoTuRFU8XBAZODVBdZUs7VDLKhAXoww2RykSa2yEfI8WJpArAy/EKLVuWALewWxL/WOLLFleN/VB6oIX/JhESS46qU8aOSto1QujN0SpEfJje2E98rQuj08xor7coZ81qHcE02ArgMIN1peY+TPjLxDRxUNJ1r8OFjODOd38G78K6+vleRxlPa3BBEoJ9aWVao/1cMsIdC4+WdHLcbqCAgnjzbSg1+PDkghkRk0tUOiXpCghOws4AzuKCMoyCJ8AtwgwK222S2GcQJ0UhmVzIkHK49TBLiweetXb8bFP3eLEIepk1DuZ1q96QWQzCjqaoMAYcE0FYQczUDvRjFWumLCI3nDIMqbuGM1Yfm7lz3GQYeQJxAjQgXf6ddESC2BghmzdmIA0KnTGj1FX4EmF8/f8ZWBro2yWj33mw/I9RAIYOJFAUEhS2HonG3wcPS9mpMbpNItlQq5TCbeLIy0TgNkTw+sc50AP5kZDs296LnIcmWZhNBEb9LmmVXpwZWE5FNBKilULC/n+TJsFpHGgjkfTDpUz9FKUZYZAlkmwNSAwaJUnaUDYkq0kWeC+H/gAfvF/Ox6gwE6L2ITy3LMWl7qwPnlIAKubdvYcKAUxycQ007WTJSzusOi2hNHRPMFYnfJoLj81CuzmT3LYT+DG2ku9Z68+CMb3spEJCAApAEb7hmSHU9FRU0x46FVvhwVgdpfi+QEBEgCA7z4LWnYyxfVWos02ZOxFewc6jReDv9UJiRo1Ud7XLGPh44AJAdj4HBcAKseGZiPb8rJHe/Fg+DU0HZkanhskAIU+/5QG2wy03fz1TMGnlBQwTgLCqLlaNoyyqwDqE9xKQJs48bBLPQMcIXoDqoF+ZvGdf+KD+KX/9XjeH2Fi4ZZRjK8MDbGHOTlEmRLSbGIdSNDJb6pEW86GivdANyd0W0B7kuH35WdXp44mLXrDA+9d+yznxwAG4ANJsdnKDLIGh2KQOOjQjVzvftABM0jMhVnusaSvJ0xskQ1+/BfePDwXANXje3LP9xE0m8j12F/A7LdSDHcJ8cTgh2QCYPdG5/cR1VUmArPH01OSXPI9SdnrQMEuRIZb6XmfhxEJGCezFNmfJd3E5WpwZYonU65L4sQJ4KL3wdjEroCaXgApduqxYrSeyI1ZlvNEFqYHyx783a99F376k28+2gUZLW4csJLXIX5CcTDSG8liSprGyEcjSz4z+JRqo+kqmRFECI0RE9/+mPUCoF4yygpwNNR4gAI8A6uCEgq4DGulTrMkpnPFMyoNdV5ksIOazgkDjXLT18dhz53Waz9bEna8GwYZ+feriarf6WAX0sAmT+iPwWQ0PTB5QsEA9fOw3cCOsa3coyV+POrwyIzqXOR7Lcd1DvtQqozuwUYafzO819m0PP85fz5MJ2zepK8rA6m5XsrSuiLdUjZEv+EQawO/F1DtdLfFK2wtaSDfE/n9JhLmwtUeILn+UdmL+B9RMe7t5yKT9IuESAbLe+aYfHH/aM8rR6HmeiZLmwPASaPHMzOhnAdXAQpEQF1JHT+SHa35QazEI+z8N/2oXPsuSDpJD3zkXwvTmWtXTBXhnGx4uQ63VjwWHAuzppF9t96JoGjgFxo1egMshZkfIKK7APwhyB3zK8z8wJEu2DPrabue1mACEsPuLAuQwM4NtCdgaJbzlHr0QcyGK8VUMH/PqFgonxuiIZO9j0BGP5crUOWLsJw1rzhOPdzOSnxNVLPHtTYOivizMzp9VA8FK9KIMBWTKbscotSOus695K0FsYSziJuNTANDGhrwbAg2ki8gI9lZIpDpi0YbRo2DCxNTpoO2S/jpnzuikU42UsyTf6AYyyEJACBasas2/xHFm7NjOiCbZ6beY/R/78F1hfauOXDXXDKmmcG1x8OveBs++iuPyGOV52SHJtFa+W+5kl/ZeGnasrla0gQMC5jl0RtSCozJhTAUqUQFvQekKSeWKQOgtMSYmxEUGmouGnJDZtpewIQ+Sl4y6YGam5cRWBOnXqUaks8dJhasunKR/ihHOR+6+jtM1v9H0Tonb0DJKv3y6FOX8YoaqSgXaXh/y2eZxPSTipkoAJPBFAEasvac8llrgNBIfFY/G3wlAOCfffyNR3uC+Z4lvQ8zDTYkpGbsvwFhU4wZNkCJrVprJK0Uusnb0kQUA7eQ8Nhvvwfnny/u1zwbmRz0EY/9znvx0KvfIQ1fchojZeH3Dsq3hblFrOUauCXDH8j9ZFte/3wdcpmeMX08IPvTCKtgoLE+5ZLlxlQlZuvGYaO/6HMxXYJVCUOKAHTKlRkzyVNhzgBSDPYTuYeRUFzVRVIm9zdZgrvUljguVjp5YoIFJGL1Fvqc+8+/X0xADY20x/J8oEyEwlIQCpr8WcGz0sAThCauMW+hFrPA9iQjnAyodv1TJuKHWRQTwDTIPzI4HgQwZCvSPQoMMlwMAiVmlJWVp8yEIJP6vB9kYBm5KVM2wXf93z4Ar9r2MLHFxb1MtCdezsq2B1uLOG+AE1O4S0PBvjxtZRB9wLCtsDbcitU87GjXwHQJ888u1/azAl7m0mANnFXmS/a7yOBYNzqblSkEHnkgsTJnOpmMy9RQtNKpsgJ66fuwuKuShnNfGjG/L6+LOi5sy6zjFllOBBTwya/J9OmWaOMP3vdOZXIBWUpBNg1blxoz5s8vUHpLeV55uOCoNJZ5ibRkACOAAVQ67KI+Im405f0CIHuCfo6KKWDS9CliMUY2kPduJIukoGlRJPUiDNRkT70P1JeBrQyJ8nud2aJl+GOtyBwABShdkUcAQNyYSCPvDex+D7voS51aXTkiCgb53M2eDMjeXhn0ytLcDEhlRt/6BRwAhTxYI2Us5neFevHeoYn6BhAVk8ccpUtB/69sEKoAilobNoSKhnMVkYvxokQkUxkAAEC7RYjV0VmtV68wdfB7aUhniAr057o2ny9eWCkZgWRrSyIIuwFYzed3rAT8ChOC6QmTbanxPvIv336k5ydx1kaMu3OvoVK8kuxDum9kEMpqfexyPZsUEMtAnjJOC2Vah4DMgDV47Lffg3MvfovIk0e3Gmktce7b3gx2NcyqG65bN7wPcbOW67rbwe8y7ErPqFpkktdbRPQnAbwbwCchW8RPEdEbmfnvHumiPbOeluvpDSYAw4aRIJO5Ah7kon6kqVZ0kp2RIWzCmsPrU9gJgG5+DEIouizW3wtgoMATgbxQGMUcJYLYIjtSp4kHkeYvK/0q1vK8TJ+QvOh9pUij0lQe65L0EWlaQfK0GHHiQTHB7lwDaIkJFCJob4G1aX+RRkjzk7xBrElpmLLBEuPWIqpyc+tko6QMdsQkp1LECNG5aqmWk1KSphJQE5kkE1xD4kY7rbA65RBrQvN5lBieVDk8+J3vhDkxg9lfSRM28SBvQRnlJsJHfvdRABCHZ2hDoNpNMK0Xlkd56Ynh98RYMk+BnBXX8lw4jptou+zXD0dgaFbU2AdAmThQF8TtnxOoqYVtUVXrrBSlcPKGUPqsJdCCy7QWkPfdLqWIiXW+LhAz0ZDgdjoYkumx6IlvjZ6Vqe5m1emk3pbPa7kfMwAVEkwKQ550Lpgy2s7iQdDP5N6NNRA2GGFJuPICg5P/7hjP1QzFiDRhIgMqOnhkgAPFRTxPtwCMfD9y4ZOAioFkYJjBwQodNCaJgIJOyVQSxN4KWKj34PkXvhHxWVswbUTYqNFviNFTe+rZRW7y2u97VK8t4FqRwbhFLNFRx1nSVKayz9qFpML4a8hGKCUxoNLCJdYWMMIcyZrbQr/Vpkjo/iSFqBV9f27y2FqYkBArvWZJXdk7aWpjbWGZ0Z2oUF9aSUycJaSZThW1MTJdhIEFQoSrBmD5OEsmeWI+WMwuV2HNWLE4+xe9MWQPGU/SFFDIDI1Uia9F3IqYnV5gudjA6ixw4t8e43xgiLePGYpn26qjt1EqssocshzChNxQsJoQDn4cMomXpobjQJ8OXly/kyN0GwYbnxv8HV77vY+CagO3HxCnHrG2oM0JYm0R5hbUMz7+S+8t3/+yP/9hAAIgJIciqSr+DEdY4o8UR2cbyiS+6P2BwvKilAavkxGgUArvlEBO9ftwoFHzWbwfstSJGXa/hakckBLC1IF6uc6hIVASM1TbCdiWnEx62QjAAABobGF6SFIJBKyJJH5Ax10se1WcVQUMynKHNbO4bITqFPTO01ZNz4qVESZLbkYtUA5wkl4/1Md7nlnLnp8vaADVGbrnl/tW7mewAU88ePze9eKDxM6CLEmDaQS1EeCGpPE0w1nKei4//Iq3FdZblqrFeV2GLP3GySKTevA7JUKwPeHhdrrhTNYz96irSBmV7VFYXpmJkA05U/5+/UNUAKX8In29KYFGEeEUktSCfQ2Kle6jA0AImGLO3E8kqUXuW3n81SnC/EvynlMC/EKZEh2DWGIKS2RsR0h28LS5lUXMxZtITA61ptcB2RAPbcFsRJoYBTDNXgnyi0YDGkZh1sRK3v/l2QqTC0c3baYYVd6kn5fKlvqg1CtBzguEsN6DxCRfy1GkWZqSf5/6gXBlAZsA69CfnuGB+98t57ABYCWdJNca55/7Q+DTmwL2zMTXQxgJrnhHfffr3i3XzBs516PGTrZ0TcnaaL0JwMuyrIGITkE8E54eYMK4b/xar2MMeb7W6+kNJmREWnVv6HnQA40o/OQcuMqTbxa9pjUYrKmHwgLGrOvJ8tKmmkESYdh1AiiUyQQLRbPz4K5ShLgbnkOmI7VRNVSAW0XRRPYRPPVADOKY71AOhaOuB+97J2jeiE7aEqrLSzWgtIWGVwqFleYfKxVwPC0FoOkKRjV6cjCwZSRrwDRMBo+6Hvvcfy1eBUQA1HzRVQPo4/1wwCUe0hwy8JP/PR8kucmsfWGHwABpIokL2cTsS999Fnf/7CXR2fX6813Qx1W015IUIMbAtH2Jr/zI70iB+/DLHpFDyxB4SrAHBLN/dDM0ub6sBWvUwwJwC2mibdasjmUwmY2R5Ts67Sr3qjp9U0ri9g8IiLC/GJIxgOJTQZ0BWUGeAZ1yqZaZ1AvCdKkY/dg2AqpplykPY3X3BKZNkh6QdZrHXA/e905QZZFqZYh46IQB8rkNOiWMQdgJbMAauTpoZhPQAvBaDDp1Zs8YimV0m9KI/OL/9/hRllKcEmBEB5nlT7kwB6AT4KGwE9mUGT57zOJhkpyAaMGAbEQy4qFCqx48rWUqcGYT9vKeGCvp/UpdEOqiTsFT5REaAU4mF3qJAQTwSdVTv+HB9yJ6M1D7w+Ajc6TFKJMtE7KRl7w/WYpSpFIA0HbquO3EdHJSgSsH0/hCt6eYhmYP0PeTRk7UqezpBYBgqAmjGD3CSHMcG5kCmV6ah9iIFKY/UYvfyCrIPUYE/+Ud8LSGndw0Q/uGS8wtCRWrGVum7xvAdEZYJ9mgsTRpWrlCXkdi0uaWyqTRdDL5N7Me86bDYkM+17/+3/7YkZ7fJ372x+V+SABBpobsZFJnevl7qnUfaFMxLh4fRPl65/vG5MKLqDSQwCDJYm0s9r6hxuRJed4ZJAIAtkYm/wByYkG1iHj9w+8DG8LPPvaj+LW/8YMAJCljdbZWkEIi7cxRKfPMoEUHnvihoerjAAgbU6Lg1ujEek+PzScBFM8hQIGH7IzuDEwbBp+MLiirzIBWHagNMCcmahyq097IML2AL0wyEZ1cklvErsToNjZCDaeQkJyHzQkCXTz28OGhV79DgVqo8dyoacmsEzecQQAGeYzKLUyXVJ7FQia0BLYsxDFPCLWmAx3z4/WR33iH6OuB9fusS8qK42KaV6REGGQwlBJopTWC7ku0DECtcbspAc5Jf5ejSI1Fv+lRXVgogIDCYjH5fiAq0dAmCIvl/nMih/hZ9QF46NXvKMB4Zrea1dGbUiSGOwjlfc6T/gJW6z5OScCtVA/SUNNKwyoS1lgkH2MmpzD5SJ6bgkm2dTKMUPYZAKTKiYEkE/oZYDQFpTsBdDuE2IixLrFB9EC9m5AqEouL/FGPjMmlCLe4tcHDA/e/G0SEMBffoMLe1M8dG2UFqF8OMYB2eM2mj+BkwGxRYuT13rJewFBiIR6TpaMzcPVxBNCQxJPoDNLEwWjJSCGVzxGQB0SjmhdAZrblf+cAee+7iOyFlaWOYepADLQvPImNf3NxsNbJv6uqpN8wIu2IjYPpDEwfJUkLwE//oty73/26d6tBqVyXLBe8ydoZ/Xn76BfsmfV0XU9vMAGQ6MO2B1IsGjGZdqtxCRk1HaTh4MgT+TVjHgZbcZhOEz80qQX5hCKFEbw5BW9OEOaV0IUPunK4IE/LUwJgQfsrwFnYsECa1SBOYvRhlH4bWaJe+jjQs3PjdsT13a+TzbVMABuD9uy0aN5SU4n5kDoR2z4O6G0Xi28AEkBth5zTK3m4sskmR+jnQHtK/r7x2WMiaNlcRsEYiqPrXlD1NCQyGImF5MoPDXaZMHEBSdhbxFmF5C36DSsTnhWj6hI2PyuotN1egqeVFIkF0U8yScwHioMUnMpsOfeiN4NChAGw85JNbPz+HuKsOtaUQZ77qHBpKp2WGqUjK1tBmQfZgZeuou6JxEGnZ3YobFgNK8kaOZSgr6XyWjA7MdXySp1jAIbETBPCrPFXlki1R3vGCxWR5PAadPDq19BzaZLy1PI4K09y5NBncVpeSc7z6g6JPqovd7C7LSgEzU82wFWHZXbxpi4oSOIQJ3Ig9hvA5jduY2uyOtZzlAeg4f4kkSbkRtogDAZmKQMOXHTSNN5PngJWcqEkmmUvkxYvXiXEDLt9ALQdTNuBN+fyjVbkV6aVZsXt9WCSzz0gVGi3L+yGh1/2CDyAdHaKpJRe2w5RmUe6BAx5v3udwjulcLJc7/K5hL5uZ8V/RD+ntOq1sGWQt8NUNQ3XrSR4QKaOxWCrcjDdqKnRaalbRKTKoD3p0W1azL+Q4BYBYaNGd8LDdKJ/ZyKEuZfp79TBnJqB+gh7oADDEdcf+n98CGyEXAJgAFRIpXEhIHkByIo5XL59kIB+NImCBScgZUqwfBNiwzhxYoFv2LyCbzn1BH7ut15w9DdNf5cJ0oCmzQqIjDCzsJ0YL+Zzgl0hhpckAs6kG0uioItYa64J8nNZJ2+1aG8uBmnIGof2ZC33TJsZJgOTyO3JlC3WRiQ/FnjN9z+K2WfE1MPMKnmPnTzfHDV55EvAXM5fcgZYhQG0NtL4s7dItVf6M4rzOVuo3tgUuSKcKWeI7AOxgF5J9dJcyyAjG71xjSL3casEu9LkDgfVa6tHhTIUoO9LrAysl8f3e71GTKtT/DGuxYPf+c7CqDK9sCVMlwYWQG7IjBh2glMxqJMXJv+zqwij4BSbfHsTwpTQz0jjV+VnmivHOx9ygkOWPwk7IMIwF2+UInuII18AZZWgj5q6o3tvU+nZNzRxtByGUEQEdyCbI7URZJOaecv9khMudMeTz4/6SQHCwJl8cV9AOZW5pCZLJ46OqhAz3F4r9U3jChmTQixyOADFCJgSy2cJBAq2DEuyOWVm1hVGg7WFRZO/5vd6eT9rC0De3+XpwevDrQC3EFNJu5SvmwBUBwKq1wuGbZN4vzQqX1tJBCwp+HLc9cDr3yP1soLLbCB+Nflo13omp/uMgWrO+7xKIihKTDP1ChjVFv3MoNsgLM8Cy7PHZwnLh0H7BydNe9R7pXhRjeu4cfJa7mc4ySac089IDae1NmVrwRNNntDBy/z3drSOHDyZCksbKAxrMdPVIdro8/Dgd70L/aaHPwjyczqoMjdm4v4fAD5CRJmJ8KcA/NPjX7xn1tNpPb3BBILSfbTp3JxLg2RkQyjTBZIGqeTLZiRQpwhrFGQFBMJWVfSS2Z09Nwdpou6oSVHQlEBtAFceOWqRJ9UAVBCBa4/u9ARhajH79C4oBdSP90PRobSn6rJkapXndIj1wP3vRqos+tMVFndaVLvSJLRbpkT2UWRUuxXSrNKiIQJGTK9ibWHCvEx/Kcaib6MQJQ+cCJPdFepZjVjN0W8Q3IFo3466zj/vh4Vd4BzQSrPLlYAYJeIHGBIn8vQ0RgGAxg1QbsqcXaO6m5DQXAhScCq9MTfdYIY5EPdwrj3irCrXAQDcXlfApDSrxRU3JnDtEDcncOpj4C4faBb68QCFVDukyiLWRhkpioqvItxKDo44FcmGHMC5iMmmXAaIahKq14y9HVEcE9DUcih5Vyj2xAwOCeHUtMhrcvG6OlOBCZhcsKA+YXGXQ72jn6OTHs2FFnYZYC4twbVDoxO4VFmJfTrCfQtI0WW6hHRGKOimS7DLhP7kRDTvTg/2GaHbaDB93KK6skKc+HJw2naYLlIfS5NiFj1MG2BChWrbAFzhUnUS2ycCzMICx7EGGjXK1AW4LiDNaoRNpdAXhgSASOqPMlCyzaoHzAgw0xxr+UesFXMAYPfVs8M7oBYQgbRATbUAa2HqpQnx4jdRf36/NOuA5FyTsq7sKsLv9eKTccxijmKCXQUFuRgg0YDHSfaOgTRmfSrUd7voB18Lb4e9eAyqkN6b6nsBBriSaxfnBv2GAFtWmUD2oEN3aoJUG/jdHpQY7ZZo7PfvqdFuEfwBK90eOPsbwn5gSKRwt2nBboL6wlKus5lc49Vee73iz35IgJtNQjcH2hOyB0wfB/rTM6TKwLQRpvdoz9QItRGarJ4j+WwyqnU1+Z5hBrfip1P3jHo7wi8cLtIp/PpzGoTWAfboDdkbHnivfE5nwvKQhl98LvqppCVkPaxMWVHM3Mo0mBmGABNJejIeNSMEaRA4gSlhtiv7a6odwlYNGCqgpHizDCaPFOW+ccuIalsYf8J+AuK0Kg2vOwgyjY8se9ARvWrYGoSTUzWCU+abMWAvwM9Ag0+w+6sCXglbwV1V9Cv4Por0REpIp2bIbvCxUW+hODA6bGthDjq5N9oeYcOjuZIUtGDUF1os72pkbyMgVlTiJqdfXpUpoekiqI3lGtDq8J/lNzz4XkmEmHuszjhETzj1Ly7BXpHPX3fHHHHi0G3a4pnRXCTZZ/uENBHZYHIEt0xAhyEliEWqIX8xCBO5Nv0GUG8D3ebR64WHXvV2YQqW2FVputJE3jO7CsUHgLqwBvai0L1JhkWmesreU0DeLhSAKPtmcS0+OJTZBJk+H+UMJRJWlYEBuiBeV4QBzACQGg/bBRnkVA7h5PTI1yAzRaiNcOr7Ql0YAJJcZ2oNy97CKB0vzr0wFLQ2sFcWBcxLk1rPb1Oku6ERKU32YfIXl6h03558UeqO5d1T8VbS4cH0gnxvrA38QYRdyb0CAtyB/O4wcwgTA7ewcPv9INM8wnrg/ncrUGAxmFAzuk2H/Xs8/IJRX5b3IEwtql1oyo/W/EnewyI5UeaC6YJK3+Rnm8sEShYHzzboNxP87vEAhZz8kSYecerEZ2ypzJa2l/exDwPIlWUo04nUMaMoSwrCLMEqCjRnhOlolgA6Mdf2o/okG4rnezpsNSLnUnAgTI1I2XqGXQ0eQw/e906YNqBZ9aWuEc8EW+6Ray1mfhMR/VEA9+uX/hoz/6NjXbivxRoPQb7W6+vkaRxlPb3BBEMSa1g7wEyLnihNKsTaFtCAmMWpdUQnAqMgg2WbyN/fRxjKlFP9V0dAAuzlA3Gbntbg2iLVDqt7NlFfXMLsr5DmTTFX9FeWSBsNYAzM7hKp2pAJ6YkGlLTA7uMAHGT6p7drDcXNFjGwd69Ht0WYXGTMvtyh2/KodxImT7boN70UD4qaUz4oIgMpwgLoTtQyYduWQ5MoAjppoKwz1c12+mSPvW+osDp79Lfs/HP+K+GcN9p8qZ6voKPTSg5p1mlCljDkVahf65sa24GmRkGKmZL5HuPAeFBKdt5gU+MQZh6pNoiVUPb6TflYTD+3V/J6UeVMakK1o0WslVzlPHk60iIUtDwDHggD40DYFaZoI8s1sIowZ86o08lLGl4rAJk+jBpVJgLPa0GxK4nAcvsd4lSeu+kS6rZFXEqBFmsLYwn1tk48DBAmBnbDY/d5E2x8xqP64rYUcZYQm1kpPg67XvP9j4IAtCedaCz1UMv36eJZU5jIqPYiql1xrHYLOXizY35+bdl5O02rUlhmD5XUiF9JcyWiedJhUVnw1tEakfPf8qahcbj6o6lMgyGPW8e4MAOwAAyNdNFp6g/o8y2eLkmdpwsrx4CsUbMm1ShPPNhZxIlFtymmWSYCae7Qzzcw/cweiMPgL5ESUuPgLy8Q5434tKgZ3FGXxAXasi+kSuiVANZ1/5WBWQqIK3TKofFkZ4ZoPwbsspfmSAvuZMT5viQieCvJOH1Cqj1SbWHaCLcIiGzRbXmYLmH2eC+SA0eYXBSKrUwNbQEp3UFAt1HDHyT0UwM6UcOPNPOHWZQAtsDeNwAUgcnvMerthH7upTk1BGMJ1W6P+mILs1lJczjzKunAYCjHkPtZJ2iIykwjq8BewOyLHvt+iru++cKR36/vfu27xADMYJ2mmlS6pr1NbgZNyIyE4XoUHXyOVIwEikZq3/yZzyBbplQDIJdgiBAnauLlBMgRPTZAQTw8iIGDuytsfHqJOFFdMQFGC26eVXJNcgN9deLPEZZc83VfgPFUTh5bm8ksvdPPN5XPNkSL3gGp9ogzN+wLRoxzsxFhjuSFI8SphTcCbLAj1BeWQAL6E7UYAPYR0y8vwdagn7uyp8SJk3MxsniFtAaoAbQYwONDrNd+76NwANqTHmEiZ6ZbssqmenDt1P+EESYqgclxoQSdPif0MzfsReMkJYaev8K6qPZkz4oToNs6+nv18Lc/AijIn0EAACOJIwaWk7IG1paaG3Mlw4a89zKogK25US8bdZG0RPFtSlg3wCMxmiym2XM5Q91+j5xmwNZI42ct7O5SmJfZ7POYKzVeAa+kAwTxe+HGy/PTmhWQ+zYzCamjgYUQWTX2Vn0yPGJji0mmnCOM6KUWMj0DWwr0a6oOiDD9/D7M3grceIQTk+Jrw1buF3IGrg0iKc2MpsDoTji9zB6mi7CLw3tOvf7h94GsQZxKXK4JDGbC/t0O7IBkAb8Alnc4sAHqHbk/slcMO2EDlFvVjdgazDCLXkCrLhZjyMmTBhQNupNHOyfPv+DHkJPUEBJMaBGnDh//hTeXyFFgALKKKXlmnmaGbAYvR7WAuBLnm0JlTuOk4IQyAM090Vi2JRG08n7HmlD1EWEqzLnB2FVYy6aNCDOPbLJ8MwYUM/8TAP/kSBfrmfUfxHpagwlMhLg5UWlAgt1bARHg2WAmJc7g4iZdMrW18HYHkGl8zAWrL4WQHFAYDpE8nVHKrjlYIbmpUEYrQntmArNZI2efu70WaVrB7K6EUl47uL0eycrm3W06EDeYfmkpOnWdvmTNX5wdLkf8oVe9HTzxmH05YOMLjDC1aE/4Ushkd/VUEdqJHHrVthjqpVo23ThxSJU4+JelmtJBo8/Fdd7t9aBQIVU33liuXufv/S/lD9bKpBXARzRy6dyL3lwSJcgAiFhnKABDFi+RSB7Ghlnq+bB2WKumsBS3zNqomOKyHWYVwsyimxuEJo/KgOmFiI/+2tvw4H3vhD0Qw0ZKCe5AAKAspwBwLBQxg1YEgHulpTd2MN/MT6VVWmAXJK2kCyVNhDUik42clnkyI8WxE7pwTumAFF2UYtF8ploM0JLT6XluCkimhBQZ0y8tECce7SkvEydtMPpND7c/BbU9aNXDLnv0W/X677nJsquEbsshVgSv4QMmMBIxTBsx225l2k0jEDDJe5gn9nFzgjhza1MOE4JOIob7l62FO4horjj0mwbdNVIHbrS4pH0MUo/HfuvdePjbHxmkDWtT9qHpGB/AWc+7tgxB2afi+2Igm1SeNo2K2NzcxMYhNgIm5EaveDMYQpp62AMe2CghwRy0oteuHFLtYPVePs6iLoq5lB00w2wJrLID0v/LP8rriTNXzO145AKfa3iqLNLUy79nbbA2qzmCNJrsJ5CkKKqsTkjF4IsSo9pWuYd6fUwudWIqRoQ4s5h8fg9u6QtjJMzskV3FmYB+TmAnU9vpkxHJE7otK2kDbUK10wlw0Ed46DUJqcgeAAwARodyz+TkBUrDHje9wOiOwQJ78DvfKdniEDAOzPjEz4r29/UPvU9YUEtSoCAnMwAlpjb3V8KYBjPJv6uO10QCTCoANRPBXB2NymraSMo6sVTiGYnkvc1///gvvQWv/b5HUV3p5IyaVDJJbRxoFQYgeGToeehFQKps+fglZ4pUx3Qy7UWJnZW9I0cFlim3AtA5HlgAr+zBgUIHTrXcWykzPyzglnKN4tkabpFgAilDEPC7wraJU5Hg2FWA31cnfDU/ZmMKO0Om3yyT82UaJpiHWQmIDcEvGNV2JxNJbwsomiYO/czBH0T1arDFrLWAhkCJB02a/pPNMS2jSGPcUlg4B8+SdICjrPPf9KPA1lTkfwqCfeyf/wQA9XrIDJNsqpf15jz6T41rkezQoAFrzVz5DI728eIZUcAHlK/HmSsRgoCA7NVuxMd/6S14w4PvhWmjxM/uCssUJLHfWYJwLKNXgurhuRgvmpZgRjGXFLkwaYgHNsVY4pv9MLjOvgr64zqMSQ5ISaNHW03OScICSNVQk7GpYbL3VJ8QawEHktbdqzMetdbf2TSUHYlEqZcGPmxILVxdPpznlMSOEhZnLfy+psp0CfMvB7ABug1b5Fimz98v758MIRQ0UFPf7Fewxi4iKsAIRUa9zejnRzd7zSZN+f0AxLfm4Zc9Ig8T1ch1DARm3wsi/QDxcD+P2E8FTGDCEHs6pEWUes8waH+pe5rRPVrYaKmy5f792cd+FK/7w+9fH7YCRUJSBl7A4J9yjUVEv4+nFDfyYwCImZ97yKv3zHoarqc1mAACupOVTnIS7B6AyHDby+I+nzxppJFoUfP0OSUGBZl2ZckDaRRL2fQVec9FqQkJxhJAqttPCey8brRCkxeTKoZPavCimmeEBNtGTL8g1FwQsHuvQbs5xdanW7idFXLs4VFjnigmuIVsrm6vR3eiQj8TY7bVaacHAgqlKTYGYSbP1arWONQGjjXpQk3C8mKvjenEq9M8Y/okIzaUUzEP+URJTdisJA2M/ynIxInVBEvewNHhDwx+FJmeqG682RhpjL4Wx2dt6Dg7N6txI3uL1HjEWqiYoRHndKNsxuyEH+a++Fh87Jd+Ag9+17vUxT4hVRlMOA6aIGCOTHK0KIpGpx3SjGR3ajYGZtmBqsHsr8QSAkX/GBsHywzWom2gi+vz0+hC00rxZdoefhdoTzdYnrGSZX0xlMkUW4Mwq8BOot7YiE5yciEgVQb7z93A/DP70qgue1hlQnxczadutF77vY+CtGGsdyLqS61+jiTnOswFfJMc7TQAR7l2mlYosZiB9VoKhVBYKgNgZVQ3GKcOzRUx7Ure4fnv/zB+90d/8KbP9fwL3whMlB4LrCdqdEGYL+yRI1+hWv78PpdplU4kwTkfnAcgShsRuchGdN0a8yggG69P9tW4MNk8GR7uwZ//Bz+MB+97J+KsgrusKE0SgKkYPzIKtfOoixIXBkGmdeWoRpI+uPgZyDRL9lxhKBhpQpiRIwUlJWZoeHO6jTAgSOmyQxxksjK5sQt1yraECANYkojIyGgudrDLgLDhkSqD2e/vYPnsTfQTg7pxMD0jVAZ+PwiwqxPNj//ize/d7/rjH0A8axEaYOvfibN58vo6LKGfAtYagCpp/JKmJvQBZtGBLIFCLRKVuS/UW2CYvuY9h4gQG0mJqLctnry8gdRafOPffB8+82dubsLILt+TMjEeT279Xgcmgj+Q541G9pSgVPrilQAU1oIwFsQsNnsrUJBYyQw0pio75aOAB4WNQaLPd6z3ghKErj5HSCV2AIaIPgMk64RZFdPxknRoKJKTH852d6AGY8swyBv0NZTJv9EpeKBhoqgTQLffiaRj5oRhEGS6ywaIekykSjaDbk5wKwO3YEy1Se9ODEkK3YaBX1QComkcJCXZG3ml72U+o8msn3s3e/nKULQrhjuIsOoLwM6AN5uSdlTt9tIMKwAv+6lR+hODjSufdTGqM6XGyEsYQXIN6svCTDisR8u5F725mNWaVj43eT388p8siQsFABql5KzRlQ0h+1wMzdYAPHOmlbPEjrJ3CthKchWAAkpLfCuVeGyQRnUC+JmPyWex23RwCzGF/Mi/fhfOvfQnpLlX3wa2Flwffc/NrB7o49uVpi/lQUlmc47/y8lDKuEBOXBKci0z+zbvOyZ77eSaQmsiJ2lIRqO3SeVN7kAkS3GzQrdp4dVMMTQylOlnhIM7K8y/JCCvP4iIXn6fyKwSeCIATwaIbrTu+4EPwBGw/2wPSgy/VJaFJXkuygbqN9wAUOdmHHqPJoCDASwLW7FXSW8U3ydk/7Ak7JtYi2R48oQF9QYv+rEP49+87+b1wrlvezNQyRAky1TzKlLVlGQ4BpS0hvKe5T+PwKwh8Uf/PSjrsPKAt0iVA3sjoCbLPUtBXbRiLKyMVFnEylxz4JOy0bG+/znqOteC7ASAvcF6+U0vztfzupoF/bVcVwPyT4P19AYTWJD7btOhn1uYfgK32wIxwu4sYCqH9o4ZoidUOx3cAaGf+5KX2s8MkveogEKZkybPDvQgEnQ1I3IUGeHktEw4KDKaC6tivpOcUIh2vmmKaj+hviJaYbvfwuyvlGbfYP7ZA7jVBKEWOqO/KA2iZPMe7kZ68LveJbYRSllOlYHbbVHtEmyfxIm/sbjyAtXBX+Zh2mRQnJpNm+A1yz1VBhQMuJfGfU2D3vZIEECh3k44uNuiO3GERrqpkWYNYABzeSgOzr/wjcOGq80BGwNqgexbkCdDpHE4g3QBgIVOjOzQdOgEiysLnvpBUnIg/g9cOSkWLKGbDxtkdg+/3qIQETcq+X16UB1FkpKXFCUKHgCF0RIbmY7khqo0XpMKtLcQfZ16Q9CkEcpiTTrJlKaaIqs2f4QkazEUJhZsG6Eb16SNrbiHxxMAsUN9GYLoM6PaDTCrhGrXYHnaIjRG4suMNAAXvmMTp37bwV88KE37YZbpUqHb+T29L1X/6g76or+Xi4VCnYUhRI1yM2ogCoyQ/pDEL8WaUuibhRikptrCrRLcgkDpCAWdIaRGn8+YDg0MPgddEKAhGvFUyb+eckFNpUgQp3tpLKhP0tQbgzh1wlLQhjKDZckb0V8HLppxmZxJbZ/ZF5/833+kPK2P/+JbijtzXhQj0omZglGEsFkffeICFHBEJpkiyTLM4Cj0XvYE9vo+GdmLklVqpSOEimAiitt6Nu7MOfVgUzw82EDkEprakKdNTMDiORWSFykOO/m3WAFgQmhq1NvS+KxOV1ierWDbhGpPnay1+Mx57YelzH/XH/8AANGFN1dkuitO/QqYWClcc6RYSFYc+JMBdZo0A6XvAzDZPE4nQMWjByj7gMi3AL/HSJ3F9MTySG9Xjk7OxnSATnZDEtlFYLHxqOS9NQFgyyPwbHivpLmW58OGwZUa35JFtRsUGBUZTDFvS7khg+z9Pcu118k9APzzv/VD5fl+8n//keLenxf1EXGjQTbek8/V0dhFlBhut5XpPxv0c4+obLTkCSZ6VJdNMRU1bVAJjwCJdhVgVsJMyhIdYXuJwzq5VGQcvRUGR6ykKWML9FP5vIrHBsHvEyYXBxM5QBlhgREnBnYRgdpg53kVNj7Xl/SK2Fi4PZS8euLDncGv+f5HYQChNu8FJEtlz7GLXlgzen6wFdZnNvgT2WGCVTaAO+gLiN+drJCNO4WtIF4CSe9bEwbpTL95+HqBJwoYcwKWI9NcHfSYTNsnEvAqAywlGjitxQgTy/1aVpYdqI8SG4N+S/YU2yZhRfUMSpoUURl5TDKo9qTuzFGQ130NCmxLJ8vl2h156Vmem0ABwwzCRi0eNssgMpgQ5HU5U6KFc/SpACZO2D77bTmPTJdAtYUJrMABl0SR4iuRGO0JAf/8gjFNjNQTVqcdYgWYnuD2E5pLHZZnKriV1AjtCQO3AmiX4Q8i2Fjx27FyjQ+7BEyT/X365CC36Datsl9IvKyYi7G5XyhoXrw2BECnLhSWrWxSWufW6ruVmc4KmjXbhOUdhwfsuHIqSREA0IwbdyJ5nEAgL589rHSwxgyMUtfG8ZFrILMaaZd7PUYAbr3WgNQLceYkmlRZuoBImbsTFX7p7w1pVj/3T38Ur3/4fWuvI1amDB/zgORGzARmvkxE3w7gtZBu6heY+V8c+sI9s57W6ysGJhDR/wjgjwJ4kpn/oH7tJwH8eQBZ+PnjzPxP9d/eBODPQcQFf4WZP3rTBzGEdsvBLRM2Pr2NxR84WRB+u0owQTTWpouSPd5GVLs9khOn1zA16OcGsa7lEIxS6IeaRENGsnHapdCk2BAWzz0h+rfawO1HEAS1i7VFnFqlKCZsfmYlsWZOHN9tguS6WoPqyQOs7p7D7/SwtYAA+88/gY3fvqSM4MMVtkanjO0dM4AZB3d7TC86aaCi0hO7hNO/udLGNCE5gzCVjbHaDZL/awkULWKj085atdQ9EGe1mIQpmm8PWoStRvXrFnZ1+KYsnpohTj3cXod45wnYS/s4/40/KGaM0GkQUdns06SWQs1mGYBDbBr0c1sMxNxCjGPs5QPQwqG7awM7L6zhVowT/2YHqfaFWkxEsPsM9D2or6RoJGByKaLdMvi1v/5DT3nOP/PRa0//qI8wy4D+ZA1K0qQfZaXa4PK3TuR+mwB+H2iuyOs5uMsj+Qpn/uUe9p8zg4mM+b/tgFp9JhIDkwZoW9B+kMPFWiBMwbVFe6pBOlPBLRKqKyuAJTGE+gRqLKhLMC1gOyrU8I3PJ2w/Xya2biUmP9ncME9FmisRdiUHd3tKPnd+wQWcoTaODEiuv173PY/CrSJWZ5RCYVXa0adiSJeby5yel8GyPCllbxCMlRi7XiYQqbHgWfaAiIjzRv+sZpbZYHPFmD4uqSSHWqQToGUvoNVENITnXjxMsWmlBWJlYYwBQkLcqAowmXXZpk8iBUiM2DiEkx5sG1TbAdWFfYQTE2x/s4jYZ4+HQr+PnmAB0HIokPyuGLjGxuETGv84XldP2c+9+C3CdNBpbJx5LM964BcPeR3yYuDgGzeEqq2SLvYW7ZkGbCD72iqiO1mhPWkBWNgOADNWp6yCAvI+VHvCXoiVmLl1J2QPrbdlGsuQRq894cW3Q6dlZsT0XJ0ySB6odmViniUXRQfqAIrA6pTQY90Bob6wwOrOGZAYfj8c2jsiJx9UuyKfAxRgngiQnE3JSEFbNjKttD2j6SKYLWjRFXYUqQlwbCzCxIKSUNxzxr0Y4ibgAEiuxvw3K/B3LbHRHI4abBc9LHeypzaDdM5e2AVPa7TPmcln+2IviQLKEEnaDOdJZAahxd9FrnE2FgwTAbwOnlXDrhL8QVL2lpgtipGgh1tE0eB7gmE5J3/hn167Gfv4L7x57e/nXvwWae4bie21O0uZTh9lMaM7PUE/t/B7EfV2j9BYtCetTFcPEvrNqnh+uAMxHbTLiH7DY3VGXp9bhBETodLGSGoMef8SqDLii7cU34AwEfDWBGFypEqm9N2mg4nQNAcqIOTylMXevQLEbH0moL7cwl7YBazF8nmn0G/VqBedmCO7EcX5Ous7/8QH4TsBZLtNi+3nOdS7jM3PMuxC45FJTfncWILjxCwvJGmysj9BDAA7EBGaxw+Qao9+SyL6bDd8llJFoCi08YNnEcLW4eRE3AgbwrQ9aPcAqCpgucK5b3uzTFjPbqA72aC6siqyw0zlL8kFGgFeaOx5IJGSgAt7HVB59GdmABHsQYf6QsD2t24ieotqjzG5IGbMZpXNso3uKeaa0cK/8Pd/+KmvxRkwZDhjd5YIpw978Ix+h1FGxKZFfTmUIUNmTYSZxlwSFNCTppa6oGC0gETCxrGwG+K/kOVkdiUgq21lv3Qrhj+Q39NtWoQa8AcClvZzwm7jUO8wJhcD+pnWlORLtPnOcwzmX2JsfK5HdWVVAI2ksbfJix7/MKll3/knPgjLMvzb/FxAcgS/0wNGWDzd3KDeiYWRYFsBG/qpkfMgsqaU6Hvh6yIpNdZICtOI5UE9qc+Evtee4JaHBxNS4xEbB6cDJzZyXp//ljcJYwEQmezWVAceExiNjIUh8UfI7JlJ/iwOkbWFgTK6l2GAfi6AQt57MxsNBjCrIFLdXr73WiDY1bXuQ69+B5Z3NmBLaDcNTATs6vpgIBH9VwD+DIB/qF/6n4jobzHzhw598Z5ZT9v1lWQm/E0A/w2Av33V1z/MzB8Yf4GIvhXA/x3AiwA8C8BPE9ELmPmGO03yhE5v8sIgIJTYJOoCwlZTvj82TinOA01NIpdQpkOAyBSqnVgouqYXs0REht9eoT85Kd/PnI1MZNoVVKMlBlrQJsbANQ79ZiUeDkSYfHYb4fQcpuvB3sBZSXxAGqHpN1gPvfodYsa0WaN+/ADcOBzc7bE4Y+Fahl0JoGB6ARByfJTpInwU193ksuO4NAUmSEGbnAHVDuRs0SpTT4AHGFaMdLYsTJBM4ZutB+97p3QFThqrMPNSjG1NYS7tCmVr0kh80rQqB9wQnSObo+si2NWwLWFxhwVg4BcW/sChgUxq7CoAqGVCaUwBc4QOJwUBnJrirCKax5dY3DvFr/yPTwUSrrU+9imh5D38skcQpw7tlpj/HGdRAmZPROx8o9VYMCngqn1GtyEGhLEm9J5Q3zlHdsXPmmu318LsLoG+l9faOLA1cKsId6ED9VHceIk099zCLmIxmGw35b3NJluUUOiKSWmhqbbq0ixGXbExmDyxUhDEwK0EtPJP9nJQ8s3BJbcfQAwszhLqbcbqpDyGW4ihGYUEG1r0JyeAIdHmG/3Mjq8fK4MCCWwVRAhJaHxqcJoPWqgDfHfCwwRhVdhDJESee/FbisEmT3xJrgAApwaPXLkCJlAgYNUJeNC4MlmIjWj7KRBIJ+ymTyA2aDeMNls17F4HihPERqbbppNJJ7FQSClky33Sex3XBBKutT7yr96JB+97pxSaXiYXx4nXy8agMhUiuH1aY2vExkpDoVMiJmnCRW4m9C+Z1Oo9t8+lWHZLKZRiM/xcNxdzVKMyBwCINYrhltzDGNgOJFRyvy9xpd1c2DT1ToLfjyIHysyiPLU/BLvotd/7qETTkUF30qLbFFZNtScNlFtJIS6TfZQ/Jw9EBX1Mq54nyw7UB1iIZEfkHhbJAyYogjZeJHTexbMN0m6Dg93mms9xvB5+2SMqm4tIE3XlzjGc1gKRMf3SEmHqZdru5Z4jPROTJ5EzkE71olL3OE+b5f7JAGM2bKQok3sDLgBFrAmARbUT4BapMBIOu/K9C2ZtyKZHZtUwaUTszMAuh1jULEvItH23FOkfe4O+kkmq6RJ4bhEnBiAt2rUwz3psy4z2VCWf7cBwStTixLCdUL8BOZf7iorHAFugmw/3vwmM+Zd6XHmBB43kKeHOLZhFD78zsPoQIrBYXlOoPF5GwdnFWYuoTInlWQKbGtWex8anD9T/IQq7Mps1J0acOPidFahLiHNJBzLt8JlhjbwrS+VNFBkpCNvy4G4rcZ7dzZuyh1/+k8UwlboAVBXS5gTYnIDaHlxZmFUPrzKYLHXMAFz+jyfVyDRXaghuHDgyDHogSFKUXQbEqUecenQnq5JqIvsDipfTeI/72cduzEjI66O/9jY8cP+7ddpvEDcmwqA74koe5f5sT1p4lbUmZcq5pTSgyUv8JAOgTliL/YYfzk6VLwkzb6h3TZcQvUyiRdIg92byhH5CYAdEr/uuF2Ah1gLQZikLG2FXhVokk0wo6WQH90zgNTKSrYHba2V4196cpeHahG5u4JaMxR1WzwyrdSuKP4/fDWAnwDMge5SwFeS+zj0BjIHRc5wzs1DZC1yi3YUZkBSwPEytAEhdHqe+nM2FcecNrN6XZiGx6+JTwsKmtBZpqxJQgaiwa4pxsM2pbwRmlR7UymxEj36zlgSOkBS8lTM6Tgzsshdmpe6XuYa92frYL78Vr/n+R5HU42Z1EjDhhjvNnwPwCmZeAQARvRfArwB4eoAJY3nU13p9vTyPI6yvGJjAzJ8kom885Ld/H4D/hZlbAJ8mot8F8EoAv3zDxyDZ8Lq5QfrWU7Jx6AQwWgLVGoFIVPKy3UGP1R2N/B1CYTNBD47M0mZ1mFYwgZLSmHcPAGNhphXsKHuVnf5+ljjGHKkldElpaMPUS+MeGP3JCfxlRrflMfn8LuK8ARvRPZllCwpitne99bI//2GcIgK8xPGtTm/ALaJO2KVpCVui5fV7KDE8nE0LSab6yVPJaC5xNaxFJBs1OMpNABX3Y9P30vjMDPzeId9hI3RIuxgKAPkDK30q6yP7QkErVPAcseQlrtAlIFYOoQG6DZLJTzNDc7lH9GrqFsWAzawiVmeFzm1CGuI7nSmgxbWmCYd9TSCgnxytMC6Loe+bQfSAW8g955YCKyenFFkHLO6sUO2LmREboWaaPsHsLsHzCbipBFkPCXZ/yNPuN8SMs7k40qh7gu25TFlzwW9badCyM37yBJBBfakFJb8GuMVatNwUZbrW5PfyBpvgd/3xDyDWhHmfcOGlU9gOsL38nBgnjfSeRHD73QCG9BG2zS7E69cw1aY0BNwJaGT3OpEkAEX2YlcB9RVxMrftzYvac9/25kJ7zJnxoqUdwD6uxVODJ5VMyIyRCUOQ7HVjswHqVBo7zhpOU+jSUafByzsbuGXC9EJErE2ZChdfAUvAzJb95WO//Nabvoar18d/8S146FVvR/JePg83iHq67iLA7UdgbqWRtITuRC2TEogModt0xXAt98X1doBfGIRaYqn6qdzfttV7qjJwK3H2p1aMbfu5sA7CDPJ9wjKWW0SnULaTz06vJqr+IKHekSYXlrRBl2l7tymxdvUT+5Kjbgmx8QJw3oB+/LK/8GFMrTTSi7PiN1PtCMjWzwEc5BhAPS+SNuAhF+daVNYOBkFMESODlh1sHwFMMOSKD5gc6yRP7t+I2ecqLPqbm/Oee8lbBbTQhi/T2bMOPC9z0MKr90Djxa8keZLGO9/mWW7CKBGA/RToZxbVrlDmTWTYVvYu20YBpa28f7blHI4gzTiwJsk5ykrewEy8yBWrI967JPutmwjYGOYO3YYm5rDsfZYhzdme3AupEq2xWcUiA4yNNNt2GeH3s3kyYFYR9eVOkhdIJ/tmMLa0rbA5KHFhfnSbeZ8XP5ocxQgQ3Eobsm2RaS3ublDvOJX8EExrhSrtHXBwfVT/5f/JhzBVJ36/YEwuRXSbFouzhH4GUCRpgFTqIL4zIgdFPzQy5HlICFiFQsOmVmosu1JmwiIgx59StDAG2PiCQaycpFDcZHHec60F0IgfjoKeVu/VsFnD7XWDV4BSvIkJ6GPZ+6Vm0Q3IoNQ7qbFwOriJE5V2GDXxy4ycNPxoBoY/8c8OB9yO1yd+9sdFtsPyHDLT8iiLDbA8bbQehdL6uaQvAPr/JGwhkyObvVMgEFJf6essr8uol8cBo77SysBNGYCpFiDGtYwUUc6pApZ6Ah2o1wQJa6zalZo8zIC4JyDz6q4Z2i2DVBGmX+50I5EB4JgtdfXK8bsTEqbE4g7xA4DV5+1NqU+LT0CUKEp2Q62SAeYSD0ly/47fhZyYJWbKVBiWpo+wK0KzfXPk8uFXvA3hRC2SqAN5nXFWF7NdQF5zODODuyIeaSVmNgE5el5kO0PyRzGJxOD9QH0CVzrsG0nQTJ+wvKMuKWBsCd1JAZ4PC4CN18//wx/Ba/7YB2B7lmSkGx89+u6UpTa+z6z/K6yvhWfCf0FE/zGAXwXwV5n5CoB7AHxq9D1f0K89ZRHRXwDwFwCgbk5g+mQo+ku/16mJyKCrB4RSVDTzl3YwvzJDd8cci7trUBTTr7GLqQniJm8X4nIcG4c4b4RmvLeA6YLotVVvF+Y5elGMaGwnxR8bA3dlATYzsCO43R7U9mifuwWKDdqTDuy2UF3pULSPuoF89Nffds2L94YH34sTveRg96em6GdCI21PijMv60d5dZJgO4LtPCZPJJAagYEGU0rQUFymyhSGAmCK34A4YJtCBzZdBB0EzD69C9NtYO9ej+/4Tz+Mf/H/+sHrvuGiO1XXdUWRY+OkeA9xaECTxAMiSTPB3o4MvGRCkg8I28pGKUAQsP8sg/17aiQHhClQb1PZxLsNARhMZ0Gnp/K7VAOfEeSjro/+2ttw//n3w3aM2ZcPN2kY37tNvYV+Dlz+5gpbnwkldosz1ZXlvWy2U6GB91Pxqqgur5BqJ/GNs0bAJ9XUIaVySFNKpfAQc0J5nvWOHDqmE2lLP5PG1h8oQ0Eb2LxMn9Bc7tFtiJFTe6rG9vMdJhcY3EiRsUkEWtyYem16RrUtxffm5+VzK5KjTOXTCRCRJKEsOridFfoTE/FTWAZQsoUFVMz+aAAWTaeFZT7ArS1eNtRHkDGor/RoTwgb5OX/yYfwq//v67BSkoBeceqVIioAVHJGpoNXmWCmpoJZtmAv9F9aCo2WnfodLGLxYjGa/yzTHyDM9MNLOtVciUs2BWmKe3VRD1NCaI5ejD5lKXgz/9zh9PdX77uANGYwQNiQCsNEhj2Qe9k0cm/FyqCfkebNS9HeXOqBS8DBsyrEWsBgk1MerJh9+f2oTvgaw2ZEDmS6AZwoAPEile+3K4ZrU0l4WJ2ppMBcih64n1GhAOf4K5GtWXxUUw6uXq/8Mx+CIZTPz+xJyVEHUMCJDPZIoT1EKFJk2J6HSV9OcVBgqfi62AGQTn68F+cCUvbNk78bYFuHfuNQbxoALhRwAU4Mzr34LSBrBGyI4tVDbY/m8ztIEy+ft2iRvEWYUJGJJB6aieSleYg+yxjkPTa9gVtSmc5Xuwn1do/2pEc3N9i/22Hrs8fbcz/+i2/BA/e/G2GzlgboEHLAtT232oK/spQ9NgGhAvy+glc6Sc+U/jh1SLXewxNp4CX6T71n1J8nqiQw087d9hKmrxEbJwyw3McqqCQeIijvffS6H0QALDp1sCkNGkVpMvqtRhrJXpIn+s1KnstcGCcf/Z33XvP1f9sPfRhbV+Q1bj/X4ey/XIk/TwRsawo77eDuCrMvA3YZxEzXEZLzhU2U6f22E8YbhagSAiqyArct41uKsUgPOEkTXifgVMfYfr7HS//yh/Evf+r69cLYxDZ7C2WDWnvQAkTwlxaIGw14SnBXFqBVBDsxTySTSsxuppWDCAxp8uJMGAvh1Axh6hAbA78rpsOitcfQAuk+meMfj7s+/gtvxgOvfw9Mq/LUQ6zxvVvNTiJHNZo47H3i6aBnHgG219SClGB2RStv2oD+ZIPkjDBmszGuHRpu2R/yQEc8ddgSLGT6n7wYVUcFFpOF+o5pekkGbJ0MP5KX72vvmK0NXeyyR5x49SO5cfthO2hKiOwnzeUkADWJVMO0Sf2bBq8ASsLSiI1FcHJWWlKgIaUCCmXJIqmEl0ICVh0wqcXXJgF5lG96YSqzI7z2+x69LhCa447ZkqQ+hYR4xwxhajH5wj4AFIlkmlUwS03b0OhHNq6YnZqVgi5G+pccQwpI7ZxTv5hEYuX3Oq2fdEDUEKrdiG5uwJsG0yePt+eWezEBthUp4Q3W3wDwKSL6B5Bn+8f1a0+LxczgrxcDxmMwRr/W66sNJvx3AN4BudHeAeCDAP4scE2W3jWvJjP/dQB/HQC2Zs/iaruXuD51Fycr+jChusmElbqh8acQgMUSbsfDnq4UhNCovEqKB1olNVR0gkwu+/ETKH+kPhbaPyAfuOZSEH8Fa8qh6vYVLOgCqA1wCyliuw1Cu+lwaqdHqi2CoTIlut6iwPCXF0AUSqWYzwD9VNIb/IGadtE4AotgAJg2a0Ql4SFvxLZL8LstzCogNlPERmmgXSyFe84gLpPMlNBcWGJ1+ua3UInkNBCPBkdCDQ0J8A48nyDNapjdlei5M2UyMuC08I4RfrfF8llTgIF6Vwx28mtYnSDEqVDvwlQOyv17KrgFI9SE5Z1Ash6bn1X6pdI4/9knbu7efr2VJ2PNk4fQemD93t3cuIenT2rsUM+w6twtPgFyOMdKUWiWJml1yiA5p0BAAteEuFnD7ipwphprMCNNPKCO6WEi0pKqEx16mBgYbbYoibYQpTiRptAdyHuQPI2Al2Gj9XvAxudaaRI2DfozM/gv79zw9RMDfmeF5T0zTD+zK79/WsF2vpjDcSMSFApJD3V5zH7u4Hd7cRvWxgwAKLODclILALtEmUSAAMIQmyUaQ2ki4iGacgG0choKiwwhU+J1zzC9MF260w38roHdWyE1tRTdyw7UMar9FWAN4sm5SAwSi/Riw4JYwJF+TnArAX7YElwP9BvKbPBAppcfyzRxtD72qZ/AA69/j+5Rh/tl43t3Y+vZnD/T7iCAQkR3ohaQRydltk06BRNauVvpdJoMKIk3R7WfkFYq58hu4TpIlCg8LVQr+VpOxkgqIWALUCOFk1sIpTWn9bgDASmLlOIgop8Z1DsJ1Y5kZ9tWaK9uYdYi765eJgD15QD2RqRRX9pHUunLZCEmfd0JL01/ZDU21SbcixdENpgNjYVxA5BgQtJC3aC+3JXmICeVZBkSIE2l3yVMnzRoDzHhzb4ddhkKaOovLkF7sl+Fs2dgd1vxI5lXcNuiP/e7LdwewS1qhJmVpmGuzUQl158CiUyAZP+IlcQNmmBQ7QmQYPqE+kqS5oS9vLd0fFYCIFPe137vo2BL8Ps3B3HX9tz5PRynFazKGMp1jVf9X1lMsRH/jszgi1NbpEFCKZaEJ1Kvl+wnkJMHBPQkWJ0Q2nz/ZimMkfOK89csABCqIHtUlpaYvRbVsodd1iWdJ0wtTFfDP7l/w9df7cv9szxlcfJ3xRuErUF1pUN1Bah2vWjeJ6ZIbdxIssBWEjv8dij1jPgniLQgzWqJ7NSIRmIeTHHbbHQHUIhwC0K9ffN6gZgFpGKGW/YwnexTqXZItRcPnCjvYb/hQKGBWfTqvWORyBcDW1pIQ52lo9QFSTyqnAwnnCTihLm8t7blAuaLNIEAe3RPpGutXHPcVJOia71eeDZPL8ayx2STwcy+yuyY5C3ISn3j+yjyuwRJWqrU3DlwMUvOOnzTilE4VU78BKCvX/3BwIx6O4GSkXtWfW9YZROpkvtV7ktGtT1IpKpLLZhqYTIEBUmZYZY3BlWaiz1SbYoMw67E/yHMnAwQOX9urYIfBjBc2MLJUzk3UiWeWYDso6TSV1pFkZ1EAcdKOhEzEFgYBvMa7dSvMyKv/YbJ5zPL52KC327ht1E8k/pND9tKUoRTuUI8OUGsDeoLC5hFJwM09bgQJkVSwNupIa947AxJHASz6METSS4iRknHcStGt0HHYiXk9fP/4Ifxqj/1QZz67f6GppnM/FNE9EkAr5Grjj/FzL9x7Ad+Zj2t1lcVTGDmJ/KfiehvAPgn+tcvALh39K3PBvClm/4+Q+JhcKKBA9CemUgjvBLjuTj1iBML1BbVhX2Z0MxnwO4eTFXBhLlMk7oo04Vend47LQwsiaar9ljcO4c7qNH0UUyg9OfGbvxQzR47ofmy8Zi1AWZnAfQ94l0ngVmNMLHoVQMWPWF5R416R0xg4qy+7ut94A3vQb/hUH2xB08q1Z/2SJUABFnHalcJ8y9Js5ScIJhx6mH3pBmyJyrExqCbZ32sweSLCbTsEGYbguYu06Aphk5JNN8dzoCWHdKklsP3BuuhV78D8UxTnJHbM7UwQQILZXHSiI6QWZIKvB3oX45BK0bYrMGBJMpwp0e/6YuBm98PSM5g6zOMMJVmZvsFhH6TcXAXwS0J3SaweE5AP3eo9h2q3XhDV9rDLpmEJsTZzWnHT1lEOPFv96RA8mJg1p60A3ijE4N+LiAOzbUZmQhV2y2HQ5lrK7GaWR+aqfSVNAKhEddl4lqp3qI7zPR/rxpmoxKLUlSrHrrf8mKsti+gl7+8hFs1cLsrdCe8MBqyE/I11gNveA9CY+EPBLTze2GQuWQ3bsUOMxhCbS9yAWdRhQTTN2oMKgesVTOpzFoxBkiQxjROJCbJtBE5TUCmMGYAA0fX6bpLtbhhw8MuYnF5z88zNZUCl1EYv/nzXznEqVCxbZ9QfWkP1PVACLBfvCDXaTpBmteYfn4foA2Rl2waBUSkUFyd8di7l2BXMqUJE6C5xIV9dCsreyWMKZhH+vmQ4xAtyIkzNyWgn+fJO0RK0yZMLkthaXoGG52KdglY4SmpFblYJhbZqAkE7gQQiLUyr0bM5VQBqxMGpndlkh8r8UvIDbw/kKlyo5+p1RmH6ePatNsbf3Zf/uc+hDQn1JeFPlw9Ic0bKWsKED2u36fi8O8PJGYtNGbUlAzTQ5lcCTslR3GlDY0AjTlHXn0IVP5FGiVq+gS3Sjf0aTn3bWJeGLcaTQbQBIlV1GlthXB6juXZClM1eEyVl6lZsuVMqy4tYNtaUoJai+hJAc3MghJAut6V5nNx1qKbE3B3Bdsyql0FdDYclqctYiOssVtdmZnTz45277IltGdrVNvqcq9U7myabAgIG17ArjZKbHSSqEeh+JIkDfbyWTchp4GkAnqyJj9QH0VGo4kmbAjJOYBElhPr4VyFktFgoJNV+V3NZVIJBiNVDnEmBmpsjUQH6+Tyeuu+H/gAKk0mMMGgvrDUdCZbAE2JxhafJZHPSa3AVv7dtIx+ZpEmTpq2RvXalCUfFrWCKJJ+NXpCRoc3LP4cNjIoXb++AdQvofHoNx1Mx+pXEUXqACDOPYKt4C8vkZxBt2GRbINqzwlIpFKdbLqXgRF5HwxS7ZEaWwy5TZvgAxUJy+qUTJfDDAgNcNf/Kffw1X49x1mS9kXA9Oh7rjArGdSrMTEBqSGEiXhX2W6QVwEC8qZZLSk7GlOYh2JhoyoSgQKMa5IYgBIhODy47OVGWTKhUZA+yZ4ea0KYSv3QTwm2A+pthmshyT5OfMfCxCDMK7j9rphDXmu94cH3yuuCPIbf7Up97boI9gZ+ZyX7r5GzmK0ZQBoDmdCrZCiyNPEZ/EMCnDJeKFagdgGuK8QTE+kDDloUA8NVEl+bZ9U3NTnN+6bpucRxUttr2g2BSK5DqowwdWsB9eyyR5g0aO+Yob5oir9HqpyyGiXxKW7W6E44NBda2JXUXP3cCVASE9oz8hzdImJx1iN5g2onINa3xqoBpNYuYNiNl4f0lYyne1rgM+tI66v6ZhPR3cz8Zf3rHwPwm/rnfwTg/0NEH4IYMH4TgH9+098XGXFWacycxcHdTmis0cI+y6HbJMy/JJNMv20FIOh7YDoBmDH99I5SiCxgIChkH0F7B0BTg6c10rwBhYRqu4c96OVAcoT2dIV+lnVMUhyYTjZz2zuNKAPMPTPUjZe8d2bEicfsN58ADCGe2QAbgydfMYOJoj827fqG9dCr31EiEX0fUT0uWvj9P7Cl8g4HuwpoLgX0cyn4wAbVboBdaaxTJ3RkbiRPvXlyieZJIE58cdsGEeKpmZpuMdyBNI6xMujnguKa7DDei27SXtjG5nUMdM695K1ItcRIhkZou9WOGOT0MwsmL8DCKiFLKWqg0ENNm+T5MxCmDrzhYfpaaIi7PYj1cGgj3E4HX1ks7m5AibH1ewbNlYiDOxy2v5mx8WnC7MsW+/cAj//RDic/2WDrMx1ibfDa730Un/xHx9TvWnHYt7uHc1YfLwoJe8+bY3XCIEwlgztJrQm7UpOjXaDflKQHt5Qi1h/wIF3I2uycXUyENJFEjH5ryH92T0a0mwbLsx7RE7pNQez7iWSZ+wPpzJiE5pplDlmr7XeE3ttviCN72GzUnFEcoW2rBk5b653Cd7/u3YVKWQwRtQGL81rkSCyJEf3cgaJEm1LbSwaztaUwd1cWiBsTxJkTKqEaCGYQxC6zuZ404hQYJa61tlo45cxkQrUbrlsgnnvJW3XKYBHmHqHJsgqL1QmJonLLVBrF/XsbzD+/QvKEg3sauGWF5vElqiT37qVXnhbJyuWEjV/9gjiI37khE8IvXMHkixZcWWz8e0neCCcmAID9exs0l9QcLgIHzyJMLgDVrpj93cpKzqC6dDhGzVN+tiIs7q7gDxLCDLj4By26kwzTA9UVQnNFCt/VKcL0SYZbai54Yo0FHNIKoI7kHETGYg5aLQ6Fxk68JTKIoA1c9k9xhNXJnH8OLO4wYDKod8V8NjQWtk2Yf6lDrAzaMzWol6nc9PEeF15aobnscfLfLkX/fpXc6TV/7APCaqgIG58Ts0bTJ6RpNdDr88RLJ1CANC1ZT55qD3YCbuWfCVOJCnMLhllFmGUPsyJsXFoIm4gI/YZEi7JRoKxPAJKY4CYB40BPPbrPvUQ9NIiQZjVWZ2uZ3jOwf48wA2zHBdBotwjt1hQnf2cJCgL05sWW0E8naC4F2FaTQ2YOZ35FpBCpslidqdGeMNj5RgeKwOyJJMkYiVFdWqI7PcHevR71DmP//B7Mr29gchH4jv/sw/gX/931ae43W7GWJvvgWUdr8NgKS2bv2ROYDujnsu+2ZxK4Ith9h9O/AdQ7EaYy4q+w3wuLYSeVZiJMJYo6J19Q8qgurZAandZrRHT24Ihqyly07Z0mmHh5PtlclJK8P2EiA5HmSg/TRnR3zKVeaCyqRcDjr57hjl9dIkwdTDdZe40PvP49QvGeGoSZwcZnluhOVph9udNrYGUyu1Imm5EzzHRR/R0MOJLc0/sCMtddwv69DSgy6ivC0FmessW0MlWzEmmZvCkRmqYLIvWKHchacO1Q7V17snnuJW8tkXpXvnkiSQFf2MXe8zexOmk02UbBwsYgTOeoL7ZwS2l6ozfoNpxK9mSqjcqgOztFssLCG3sDsyOsNAEhNOI/YLuErd9doTtZ4dKLLGINXP6WGt0mMP8iH5pRcN37j6S5jodrytYXAcszTlkBhFgDe9/ImDwhZ3m1r5IAvUcpWmx9GgDXMIsONrY6rKqEKQRhMQQ1K8wme/4gSupKG1FdWspeoh5BceZgVwaV0b24z6lEFtWuXPcs1/QL9aiZG1DvYQJj7x6DnedOcPLfV2gutDBXtR8Pv+Jt0kifmKDa6WX/W0aJscwrJFQKEJnlCmlawyQAEKA0gyNxWklTbwnLMw6rEw6uZUkJCoxYy1CLrQFNHJK36DeF3ds8SbDbC0DrE0oJsy+112WvnXvJW8HOYP8Fm1jcaXDXz29jce8csTZoLvYygDOaFsGM1ZZc8zAhsKng9iVlzu4u0d69ITVMklS5+kqAO+gQ58L88/sR7elaUqwCo9rpJUWocWgeX6I902B1xmH2eMTqpEG1K/vZ677nUfzcPz4+I8wtNJmufuq9S0R/ByLH+asAvhcyJGYAf4OI/gEzv+PYD/zVXM8YMN7S+kpGQ/5dAPcDOENEXwDwCID7ieilkBvtMwD+UwBg5n9DRP8rgN+C2CD+pZslOQCyqa7uaOD3A8LUYvcbhR7+B/7eFYStBqszFQ7utJhcTEWLZHvRjHFl5Ws+G6QJbYicAXUV0ImrqlHtU7WzAJzV6Q2LRlfNvdJIw+0Xg9jO9IxQG/DZGnbuinFeev5ZlUIQ/JN7SF4MajYvdbCLHnG6jiSalVCrP/c9Z3HvP7mI5QtOSzyZ6iepj6iurOB3DboTFWJt0M9F52k7yYA3bRBQghlGJ8Rm2cPp66c+AiyAhltG2L0VzMLCaPRV9lQAgNT4YXq9vwRixPnn/hAe+/SHAADnXvoTckhvVIhToYHXlzuwIWw/r0GYAWd+o4Xf71RfbBDnMuVc3FWhPSHeAH5hiryCGEJhM0ByolMWqrorNPzZFxbYfuEMG59tkSqD2ZOisb/4iog7f9Hg7L+KuPwdLS7fZ3Dy36dS5B13sZOiJE2Pg/zK4ZpqjJIcoIg00M8Z/RygKBTuWEH8PboRvTYNectcm+KjAACLOx36KZWpQvKqz6XBmdithgKJ4jDVYJIpLEWh44WpK4ad3ZZDfaUHtQmrOxvs3mux8cXhwB9nv8dGDJNMF/HkKyd4zj/eQ3fnXJr6PpWm0SwDPKv8ZOLlc3eVZoy6KHpZQ8BEmBixseI3oqZ1UeNa80reqMO0HOLj5IJUrbM4AODB73yn0JX1a8tnS3zr6mSl6RZAPwPqbYvpkzLN3LvXo9skVLu+GCX2MwsKDerLK5iOkHyFxZ3A4k6Lau8u+ItL9Btyz9DdW/Cfv4T+3tNYPntDio4+oZ9bNJcj+qlBtZuwPGNBUVg3J/4dBnO8Y65UqYxr1d38m69aTMDevQLadptAfyKhvmjQbTFWdzBSTZg8QXofCw222uNicpbXmGobZ6JTtap7zQCq2w//f/b+PGi3LT8Lw5417eEdvumM99yxuzW3RloCJAFCY7eMwTGEJLKTKmMol1yk4uA4CQkOkoWYLeGyTeGQAK5UyuAkhFQlGCSMYgmiAGpaaOzp9nDvPfee+ZveYU9ryB/Pb639ne4WuqeJrL5y76ruc8853/m+993v2mv9fs/vGRAtJQRXo/OiUSXznLRzXTTEyQD+ytTat6RxE6iLWN7dY1pX8AuFaz/nkfTTx+Bv+73/IcHlIRUqfy5MQ2Ml5YfsDAJiQKwti0Z53QhgROiEOebUULOc9b1+5VANBKj9SQ3TTaToyjpSCVAToJKCvsoASwl2H/Ad3/1n8BN/748CwBxTmhJSU2H3wgJ2F3D6lYw69EtAeaC6JMujPwHGI6A+VVi9aZnOIWaEWkxR+2ONaB1N+x70iJXC9ksO0d7rBTRPWNz30AKeX7yioYLG0acC3IVGddojvVyhO1H4tpc+gR9//NWoLv/FS45kqL8Oz0oIS0yw2d/mXjp9RQf1eovFXY3+Jtfp5mWFcM+i2nIzrLsJgC6+PznuU8V5Wk1TZTI4EESPLpTzp43geJbBcU3YCESXChuNrEL+JhtVFvNhSwbFdFDB9NxbbR8Qa1Oaw3xFp2C6iLvfBaxf43+bLVkSSjo+Tl8T1Cg6bcvzQ5lZsql8gBmB2Bi0D6fy7OohAuCAgQ0ZWTlKPGC01QgLYa+gon68G6EGoHnYIRmN7/7WHy7RtbleiDWnuce/vMfFly5w+eUHxVMmVJopIDWjAMcDsjNUzEykBG8UppWShtvB7SLa+z201djfrsm68wn1aU8A8nqNaBWOPtHDLy2GQzGj7iMW90TW0wDTN+wQHyw+P7PaK5fyibK88Hk0CkqhP1YYD4HxKCFcm3Dyjyr011k/+BUlB3YnXx4VzFijOTVohgDlPfzRUupcYZlOEe5CGDWiv/cLDb+yULVG0lVheKhAdlfSin4iViNZQPdR4qNRZG0pmzpXMkQYIuxuxOKxw9lXKHQnBos3Q3lf+fKrCnqiAehbv32J539yQ8NMq8vAT++GYlgIo6F3PeKygQqhRIvrfoQdPVRqkQxBvc0rBN2SBuCERSZePEZAKi0U/iTs4jxMAVjD2JSeWgPf+1X/W8pqaof+dovtcxp3fuoC23etsXnJMP2iqrB4QAlJcgbjEYec2tPHJ+k5blQtyRz1NVkWKiRcvquC7SscfGyL+ixiOK4p8xNQmvVcEOA5kP1pFBASti8YQDm0T/7FfQC0j0hx9rf6jOurUko7pdT3Afh6MdKHUupPA/g5UNL+xes3+PVrmebwfZ/jj//KP+fr/ySAP/ksP2NaaTz5SgO3NRgPGVOoAjDeWGDzIv0QmvOI8UCiWbzntPF4gWQUfENaud3TNCzUBmgsdOOKljjUEg3VTVCjh970CMsKKia0j9kM7286YE86rdsFhGqm2mWTOJVmWrweAw1oahoG1WeMF6NRjcJ//VNzxrYaqTtMxmB43w4f/4YlvvTPbFC3jq/nbIe0rKE6QHUDzLZFXFTMfDfZHEdDRQPtJxabQqflG0wyqaBBpRnJxFD9hLQ0onXUSKM0f1ohLGmgo7qJWsSYAKPxvV/5v6Heq7JIjcV4aDEcahx9nCZv09pi9wIwnERc+yWFGElFd9sBdmOwfdcSw5GmHlrjCvODngFICU++yiLWgNkDzZnGuAbqC97nxX2Fw4/tsb/ToL7wWLx6jv7oGnSn0T72MJ3Htb+yxPRbLNzpGaJdfs519T2/+YdoLCfyhZ/4+3/0c37dKFOlsy+V7/PTb3/t+oXF5ksCTK9heoX6CXW0vgFiDVQXs/EZ1yYLvHGlsdiF4tORjIZfV/ANY8tIqQX6Exbb9QUAcPoSGgCR7AZSIxMbIUdzHWqahZKraRhod9NseBdNkUYko7F4fYPLl444cREzpasJA0wR4bTq5fd/GsM/eg7Voz2b2NHPxkJWwV5ycqIvO8SDlukIoy9GX9CKetdND0ShXm+mkrkcFk5ARSsGm6boYe0uCE3eFEBBjxHK8179zu/9c3AbJp4AKAVC86Aj4n8a8Ob7E/RyQvXRFsv7HtW5RLr2afahkMn3/rpGcA7DCYtjt4vobwFp7fHaSQV3WeP5n+wwHTK73j1uEB0nfXpkvOlwzFjQ1ZvUja7f9Dj8VJRJb8C4/txoQi5wUmXxYz/zA5/za77nm/8ETEv/iCffeAL8wttftwCAw4Dj77yHt375FpAUDl7V2LySkG4MiJ1F7zQQ9eztoIDhyDB5YUol8zxZzahTcVhPViFZ9xTok4t7bZl1HSsNL9M5O8iUPRsUhtkcMNTiP3HVWHeUBJPa4sY/4+QmOgPdP92MNY8JjIXGwgwBf+2/+E/we/7U/wrXfmEPFWYztsz8QkoYj9m0148Hsm+uUN+VV0XOUJzqHafY3fMrSXBhgRyFwp+MYsFsgRSkgE2J5r8d1yi0NGITmWdqDAiHC+wFSAitxuZdCbGKQBOhtvQE0iNlM2bgnrK/5aAi0F1nwoDbco+Y1sDuBQU9KSzuL9A+4jTs7KsWOPpYh3HN/S/rc5vThNBw2l4t6Fe0vO+x+PQFfuy3vBfHz18ifvjkV1xWH/iaP1ZiWH/sgz/4Ob/mm/7AjyI0Cv0JitTl7V7RARdfmhBvD2iXA8LDJW7+UsJwpGB3lMZNK2B/G4inZL3UT2hAG4SNkAyb15yIA4g+OZmy3gnIJILhWdYiWnUoNlq2y6Cw+CUEYfBcevilKYAFIpk8BoAKFar7GxylgxJfGSqNn7wSDRsaw31ojDh4YYvf/5d/Ev+X7/8AwoIyoEnMUuvRc30KFRvBQovb/dXYzgys5uFHrmWW94HhkEkBdhfYbEiaQpJGDSBTB7KW1TjBXHDanYyiHEepWR6XEsLCIlSMch0ONc8/DSweDAg1mZcqAv0xgFiJZxKgJ4PhUGFcA93NhIv3Bui9wY1/usDi/gTfKvQnFqs3PRmZKwu3T1wT76ppgAlpNlMqzV57mqD/4RLbl4Dm0edeVx/4+j8+m/gB+Du//Kc+9/oT01DGWj/blTRw8VUB7lqPm4dbdP/PW3D7hK3EfJqRz/J0IKzGDWuAaC3M2MJejGUPgiY7Iiwd1+nWwz7uAKuhfcU6WICFJOaJekqozye4xzuoqcJwo6FR7EAw1fah+CH4hQPiTPmngadB89ijfuxQX8QiEft7Pz17VsVKl3t/9F330X/kOupHA1JlMa0rJA00vaSnZKO8GKHPN4DSYipry5BAb3umomlgdVdjd4fgkd1HdLcs6guRjMm6NkMeOkSyImt+XvAR5skWRimk2uJ7v/yPUu5o8x6+QKgUjj5FOY6KjNH0Sw5sTM+6JPcD41qVwVC0CqllQsz+esPoTfGfqM9Yn00LDubGI4tpwXQctwsYji266wb1hYXbBuiBdXn1JCI5jebUlbjfX+n6nt/6Q/SuSAl/9+d/+HN+zbe//8/Sq2KhizzrM65aKdUCeA2UOWQqSQXg9be7xr94vbOvd7SmJbYZ0icNvLokdTE0nOIBLCDriQ9nMgpx1aC7Qapqd52+Be0jFJ1utKpojMyUsL/OAmLxMMAMRE39wiLWpEGqKWJxfxL9a4C+7BHXNfyyYuKDIbBgOg/fVsyS3uXCEojLGjd+4i76L72FaTWnFeQrR9YoH/HCX13gjT/g8drvOUZ1wb9320PS+k4D9Jjw+Osc3AZ47u8/hD9eYjpwsFNuADn1hFI0RepGbsAA0d7Jo3qwLQVdWBMpzi7Nej8gWYPp1ooeDFkvWruSiwurMV1vi4v50cf2MNsBcUHa/c0PBWobLePHoFCmK3oide74IwPseY/uxRV2t2ZjyVBpuD0QPNBfA8ZjINoEMzCeLSkrFEgNv6gQqkMkA8TjCaajZGL50Se43t7AcHMpVL2nG4nv+h1/Eranps90vsRHfq6L0gSF3Vc9+3TXXhthNwbtA2DxiPn0u+d4cGdNvN1jbsiSrO1KAYpFQJ4iUsMqRazQZ2l2l5uqKEUwhOqpJJYxiXSCtH0VU3FbntZci/ZiLGg8J/wyYZHpwNGrE1/b+rPHhLqfxCyqxkc/9DLcH94ifeQYq9eBiy/js3v4URZD2xcXmK57HP7iEW794w2Up6FqnmpBa8Ay6s7sR6gkbBBhNNjLAdNxUyZ6wSnxS0glpx2tQbRXnPIT2QsZkEAETUFFh5lTCsyYcO2fWFRbjeaU8phYswG2XRLKOCMMrTCTphVNQlVks3D8SxrTskJ3k87tfmExrjQTOm6vESuNzQsOtk9Yv0736P6aRXPq4VtFKUrKE/mEow9f4v3f+INPNV3f+6U0WVKBSSif+ff5SoY07Pvfeojbv/c14K8929p9vjnHxb5F/VjDdCyc4rUR73ruMbZDjUefvEZfhJ7rFom+HdEp+JBKU1BvIpSvkaywAHyCkWlNnvrmZAO6l/P5iJZrZrIKviZFvNowASNno0crDJuEQu+n4z7v/fK1LdoH7nNSl+3lgLCqaUq7H/Ft/9f/Jd7z+1/Hx7/2eSAC1RODg08lrN5SePzVDuMRcPxRyjqqawYHn9Iwe8+YW62h8kMcEhQiEjTsjk2V8gSS9rcrLB6ArDnF5xj5WRNtsxKWHA1KfZnqMVJMIa4bDLdaSQ5I8ApoHihMawMzGEa/SpEbWiA0MhlzvJ/R8X/blyOqcw09cQ/KRoHjWqF9Qs30/naDcUkwVyUCEMcf7zAeOuxukSGVFKMhh9trnHzQobt5gvV5Qn359KSsRLCCDLnYOnzPb/2hz5mHHmqF7ibQ34j47/32n8GH//TbX7dhmbD8snPs9jWGweH45yyGQwFwHWA6Jfsp187iHg0pKWWht8zUagw3CFK6joyobAoKcO+OBlBQBezQE//XPgncj/rZTd/2FGerwLQdPQWowCbabT1B+ylIwgFB2+pCzpvPmJQCnCDm2Fn/j45x8Z4FXv0fG1SPHJCAxX1g+3KCCseoTxVu/ZMB/TWH6MA6RgyjM+iVvYVyopMeuf/qwcL0AeMRGVlRyXQ1Ju6xWaoU5fXJ8ZDj7xAVte0iJ0MSmU0C3OWE5sGeXkSZsSYaft8qbJ/XGI/YOFdnCtc+4qGHiEomzsorbNYKcRHQXbOk4AsoESoFf7NCd53ru76IQKMwrulNEyoFu2e8bKi5Hpb3IoZj1orf+Ad/FB/8K/9uud/v/6b/AHqYEJtqBhF/hWta0dDz9FsG4D97++sW4NmtD0b40eD8H95CJSa0emIqiW/5DNLPQ5aHhvgZGKjAaHIVE7bP1wUEz+ab6loFM6XZmyESBOdeSrDWNwZ61UBPoQD3mdGgJVIUMUJLzZRNElVM8AsLt52wum/gtmH2arhyRaugB9bp9i9cw/0/1CF+dI3DT6Ty3K9ed1LLA/V5xOJeD7MbyZD1nv9ranledDHlNPsJB5/wJQlh9eaEzYsOtlNYvz6w3vEKZutnhqQM8pQN4nkUWPfk71s71sFdgB4VqosJfumwuNeh2jj2IVNEL/IxM9FTYjhBMSOuLsVDpWINGy3Q3U6ozxTcBhgPOARav6ExHGrsb0gUekufCt+S/be8B6jgUD+YUyNWbwZ01w3cJsB2Ad/57X8af/8K8Pjd3/rDgNZIzkD5iA98/R/H3/1nP/RZn4tv2cP0Rxr9tc+5PP9zAD8F4CMAPqiU+tvy578bTO17Z1wJ+IJJUfiizOG/3ctuFG59cMS0NqRoBlKU9jcM6vOIca2LaQwAIALdnQYX75qTDpBUMXKyfRRNbywmN3ZIsPuI9k06eIelRWhZDEfDqZmZ4px0oFkQmd6Tei0uySoCtotsBgZfHJ8BIB6tYXrSbfPEGeXlKb7Urkf70R7v+Y+Ocf7lCdEIdTgmnH25wf6WxdGrfJ+XXxYBdRNHr07c4AFoQXSLZlKM7jBMQIpzRGOoAR8RD1qYznPi+2SLVFtOiAGY7YSwsPCHNapeCg+ZhsbKFuM7u/VSbHESt7g/FlrXU9GDo0SuvbbB8jVhY1S2ZMxTixuwecFh/UbAuNYYDxTGGwHJRmyDQ1hE7J8HDl4l+OMXwOpuwPEv9ti+sIY7P0NsmLW+v6lRnz0dC/lN/+aPojkNMEvHZmZpUZ2P0IPHd38LEdurKDoA/Ny/95cAAL/1j34/AMKyb/eqjcfxR2hqNK7ZJIV2nn7QGXn+7+jYoKoEmEGhvhCKt1DHZ/0u/01zmjBOjNYLzkB5aQwMxACPk9xQkRLJz4HeI741M4V3tDIdlsST2sy6xHWF5v4OsXEYD58GE77nm/+E5F5HuEdbvPRjDkk3sF3Pg/3TNZ68t8Lp10Ys72q4HTDeTLh434jxYI07/6CjQdY+MV4xAwshIYqPQnJmBttGj/rTe8T3XMPmpQrVJpYCcjpwqJ/0Ze0BNKgCUEwsaa6oEVYO+9sV9MRmgpR0g/qSSQF6ipwI1lp0/5xg5edb+wTfWiQNAgyWE+CkWPD5Y4+w0Ng+z0Z29zzg2waLR/QOmVYK09Kiv2axv6FQX3KSkhT19tOKn/X+hSUWd8lpZYZ5gnVWogbF3CokvP+b/oPPYih8+l9eYDoM+Pl/5S/gj93/7fjxZ1i3AHB/PMALHzwCQBZNqADXeFQm4GSxx/CJG8Wl3reAFVmNlr3NDGz+9RQRKg3fKAxrDbdPsI702KmdqeEqKmhhHSif4IRNA7AA9Y1EMipOTjipS8WPJRuFKYnNMhPlCPZ0Rz36VbMxcM9Foou+2u3x5T+6RbxxiBtfpxGcQnMW8fjrNJozjf3zCen6AP/pBqYD+msKtq9RbR2iaaEi0L6xfdrlXhoo5SPc4x2SM7D7CmdfuSQosgtQGSzMcqOFBWBh9h5KB8pTPAvbcLLEeFhh95yDXyis73Jth0Zj9WaSuFyF4RgYjpMAlgl6lAlZB6QrLKhkKBVRHRsU+jdwsjoeGOyfA7pbGss3aTa5fRkIDRA/rUtRPK4NmidMztBjYDP9EEVOAQDf/H0/AjMmLNoaYeXQXa+wen3HVKFFhe/+lh/+rD336/7gz+PfuPH/wW9ndDr+o2dYt9cXW2idECcN9bjm87jgWsryBS0TXjNwbcV1LQ7q4JoZIton8/qM1Qwk5Gl2dLwHvuVxyj0C0EEzXm0TCvvG9JIAERL/W9gBdu9h3zpjc7RaILYtotUisxTGS0SRHgLAt/2uPweT2REh4dbPjPibb3w3jo4UmrO8nhKmtcZ3/t4P4nxq8fP796I5o+O7bytJi2lhu4Tq0kt6DgHAzEhLNptWU25TUnOmCEgySVIaSuKfw8IhHNEjxz3ZFdPK2NbwqwrjccUIWKdQn4t3Q8VzZzpwTDua2JjW5wGhondMfRFhhojtHUeKvQIHSwOAOkBXAclYjAcGly8rDNcS+hOD9iHQXec03+3ljBRAyQ4EUOyQyoQ7WQXT8RnKYPE3/qEfxfr1CfUUkGp+JklrKNBEEvhsdk341x/jy04e4fes7uFZM6T02gMPm5ICMhwDABtOt+F7Ho7yZw9UF1zDdkgYVxq+ruB2ZLN01zXsHqi2s/cO5aNce90Nnl/NmfhgtNybzRQxXqtht74kSilJkUASFgqYeJOj2JPV8AcNp/IhFaAiNk/vud/+/j8L5PjRzkNNEbf/jw3GQ+7hbp/QX9PobiiYgWfOuDY4/5Il/HIJuzvGyUcDqvOJwy8BEaYDyn5NH2H3HmZHBqK7VHBbJrZMa/oNbN+VmaqSLiUmnUkbpMpBDSObTUeJZGgJmu6e4xCgftQDS6aEENQSg1ORYObUotUbKFGxWhJEkqasbVoDsSLYpqU8VR64fMXBNwSC/Yo123iQEJsIe0lvs7WxsNsa9nyP/uUD7tsKEl9vWY+DAzPlE/pbjdwXDbNjHX9VfpSvB/+THqt2gFERKwXgMwDclNKfU0r9OID3AfjZK3/1jJDZF6938vWOBhPYZCm0DwaYscLFKxbL+xHVJR+aTFe1l0PJdzd9RH3OjWz50BdNtV8YbF6wUngR4a3PEw4/NcDsJ+jtAH3ZwT4Cqsohrmsg0hmXzsOR7s2NNFWJ9Fs9BJgeos0SuuIVh2Fz/wzxaA33YIPLb7752e9x9Ew5ELq3uehQXbaoNh7Vwx2S1Vh9AuhfWMFdTjj42TPSCBeMpkM/Ih5zk+xeWGNaGtghQk08NLRPaJ54uC3ziXVH6vh00CDUhtNRoXh213SZTNk+oXky4tG33sD6jYnUyAS4rThlZw3eyqK96Dhd7DyBAq0Rl1XRHUOoylFXzGAWM8HVpzvUh8yiVz6hOY+SKsENWb2WG1+gdwrh+oT+WoXFfaC/Dpx9WYNqW2NxDzj72iO4XcRqP2JaAQ//cIf/5Ov+Ov6d//T78Y1/8Efxzf/Tf4r/7198H5b3PJ58dUsDm5MFQg0cvDbCPe7w/m/4AfzYz/4HAIDv+M4/g0df929j+SCS+fGM1/7eAuOaE9TlA2o/7Z6gkw7AXg5NUgyBSQHNY+DgtVConc3jEUkD+9sN9rc0hmMeHnYPLO+LdAYyLbP8vipkQIK+H0mMl4p/RCLTIQNr1OJxyhRaRopWMSJWNC3yNxbMMP8SR5ZCvkKC2vVkrMSA9sP3gLqGv74ClEJzf4dbXcDhpypUG6GVf4gUPugBdjNguLmEaSy6mxV2tzRWbwXUFx7utCtgwnTE59B0HrqyaD91hvZTQFzVePybjrB9Cbj+c8Duzhr1RYRvNcalhV9UqC7pOO12EaYLMGOEveix3k+ItcV4XMFuaWyqR0YZ9teq4o9SYhDHCO1JfQ6VQvs4YloqdNcziJgwHjB/u3nLYv1aQnPqEWqN/S2N7hagEidfOXkj1Cx2+2OD5VsTuhsWtku4fO+E6Bx+4X/+l/B9n/oOfNMf+FG45xuMa4XjjyjYt84w3VyRUfT6I6jTc3zvl9B46e+8+ufx/m/8Qdx49xpv/W6P3/WH/2eig/4vnmnt+kuH8Sgh2QQ1cZKXPrXEq28s0DxUQM11ZEau3f0tTv0yi2bzAhlGh58ISEY03J5N77TKDbc0t5rN2bAGfA3ooFCfc5rjtozFpWEVmyXbkXmlpzjHh2aneWGqVBcjVAgIqwZnX0kt7fFH+vkNGgWz6aF2+9Kwq9Hj5GcvoPsRyWos36Tz95f8DTGNPeRZEk8VhgOafumRDcp4cEhTv5Hsn7J+jUFqZTI0BVz7mSeAMTj/6iNEC6zeGLF7vsL6tR6684iNwXhS4+I9FZb3mSGeTVuDU1g8Cli9JR4O0hiYSDM0t0+oLxSmB5l+rp6KG0XPfcL0QH1qUG257128UiFZYHk/0Gz0joUZgO5Fj2QsDj6ZUJ0pmAnYvEipR3PKyftw4sScmJPys/cmqKMRd26e45W/+COw36DRPAIuX1qjuiSzY3d7jeV90o/rxwM+8HX/O/zdn6Pk9pv+zR/Fw2/9Svzk7quxfE3MNzFPiX+16+zRGjf+zgmaY4IgbsNfATKKqm3E9jlDtuKTgM0rDbbPE3BpHwnjaKkwHnEt53hS0wPNE36ffA6aQb7GoewXw4GCjkC0BtVWy4Q2wU6M7lSejCLnI8x2QFq3UJuOtQu4x8XawG48/EGN/uQzvHo0fQrc5QjdTzA7heqsR3+Da9ztPHxr8Pz/e8JH/puvAlLCzbRjFKN441y82yE0PIu6k4qylz0b9fpSzt9k5WyYwWt3OfEZ1jMIMVyrsHmlwfEvXmJaLdDdbLB7X4v6PGF5z8MvNIYjzWd5F1HfozdUf71GtJyUa58K25BxowmLh9w7faswrWisx3tP0HB/U8Hdr5BMErYBcPRqRHidMojo5JmpyUpZPiBYtLjHYUd302H51oD6MYci3a0GX/WvfAwf/NRL0PdrvPs//hHE35RgRofx8BDtgx7jUYXtHXqHLO9HrD9++VS98LX/7l/AV/7+U/zM3Zfwyz/xVQD+Np7l0g8MFm9Slre6x2FSjtE1Y8K4JiBvBhr0to89pqVBf6wxrjVrpGsaYRGRXIAeNOwmG9sS6HP7VNiNdh+Lh4AKCaHiHm53nsCRD7CezNvoZhaZ2Y0cWAmDKokJLaLUu1OipHCKTwEKmSmYJTDKR9RnA+zeQI8RepiwftUgrNzsQaIUo2utQn+kcf5uAxUNQt3AjKyVKCmKCK1GaKorMbsZROE+OdxqOQwYA6q3LjC+cIRH39CiukxYPgwwywrdLYdqw/syrUxZu8v7YnYuaTvjoUN1MdFwWikAnnHV4D1weybEZA8S3xJQRwSaUwAg6Jg00D4msEsQSWE6ijB7jeoCOH6TNNblA4/9TYP+SEO90GKpyZJQIeHBNy1w9js86naC//gaX/tH/gLSNy1w9MmA4VDD3zRI1kFPZLQdfax7itH4bb/7zyN8+xKnixYv/+30K07uU0r/DMA/+8w/V0q9+5kW+hevd+z1zgYTQipNUHNvh2mxJqVbUeNnOo/poAZCIHItk6FkgakFmnOadu1vEPXL6PRwkuA2CvU5KVd+WWE6rBln2PNARwLc4y2qYUJ0zI5PWkH1I4vZlJCiplZwCtDDBH+y5EYorAB92QP7Dv1XP4doVjTM+8z3mPVhKQFdD2iD5skIe7aHOt8Ch0uobkR16mAfXhaqnTq9BOoKiCxaY6NJM14o7G/aYl7VnAP9NQu/pOazecRoTCKuFsEpVJcK9emEcVVh8wLv4eqthLMva3Dw2oTLl6ldrC8iUs+JbXAaseYkL33JEdq39nwPVwx3GKOJOVLP0ITH7iY2uY3hf2vm59o9m8ESOwZqsSkdUUB0MCPQnJE6Oi2J4C4feNSPBuxeaLF/1yHu/NQOn7h1gO//xe/HtbcihrXGB//8b8LqbML+tsP+OaA9VVjeH4vzchKjx+/8jj9NoMhpHH/CU3qx+dwRR//ctRsT9XE1qYhul2D7JGZWbFQVIFRj0uPYYCZsn+djmyPOfKsQNU0bk5U1e6bg9kKnjYD2SqazAFIqel/lE7QC3binKB4HZK9kk8erxnl6SiUa1fQedkM5wHgI/OR/NWcZ62EqQAJCZIpKiDBbB3/UCm07oX04QI1BDMxILzVb0swZKRVRnzPeKNSMxUxqIZGnCtOCLJf6wqA6k+Zxokv+9Q+dozlbY3vHoDkTDW4k3bBbKUxrheqcDXv7hGks+sCK54nC9nmFZC0OP0mAUsu69gsa1eWVHCX6Smsgypo2Y8Li4Vy4to8SprWCHsWzYqQ/wvItheGYdNr2cUAlOdHVJmI4NFg8mGh8udIYD4Br/9ig2kZ8y8/9Pox/6yaW55zGRFtBjQFpxUQT++YTpPUS4501qoc7qF2P97/vB6j5bxVu/13HmKzPywxMQKmgoAdVGisVJFtcKPPo+XV+AeyfZ0a5CgrTARAWgG8cYsV910piidsn2F7cow3BNiqoWHwlxYYuWq5plVMevMRNQoDbgSalSSlEALCzdlRNAcPtNVRI2N3hW/rQX5rpn2qSaOArhZPyETAS+RUjzHnHyL4FpWDVOQtkv3JI2hb2T1IEVbKTPKP9TNGpQvbm4VqD6nwEEt23fc2mptpEPPimFscf93AXE+oHe9y4GPHmt604sdsC7WNOGKMliBGt4j1y9JPJfPu89lXkZxMqVRgeKgG6Z2OcUwemFX08IsQ4MAHNk4ikNJKyPB+VQvs4wUycemtxebddwHhgMa4NWjGpXL6uYV5t8OjGbeg2SeMja0UR9DBDkibRYPvcEus3Knzbv/TnsLtjMR4qrD/q0D7ivjYtf2Ut8K90+QVQbQC7A9pTAjK+IcjkW132uWllGMP7dTvgtQXZMisUWQMXGifAeoTQuQEEYTRYzKwYD0qo5D5TFhLK1D97JdEg2fPbK4ml9h7KWyaENExu8geMl97d/gxGjQYlBn0oHgUA4HZMbWJqCdkPSYNgljR6odbYvOzg2/n9tU8oDdxfNwVQ0ML2yukNeoqM35YYSDMG7F5aQPuE5ScvMC2O8fC3HOL4YwMOP3wB4BDb5xRiRe18fR7RnLLxmVYW0VmMa41pqVBtE5oz1m5jqxErsrR0oL49WoMoa1tPgAFru/YxD089KtQXSabinMSrSLZjaOZmrn00cg8ZPIYbLRl7jYG9IMC4uBvx4b/1ZTA3E/xRQH3fwu5YQ05LhfZBvicJF1/KhvHgYwn+sME3/2s/QpnLbY1P/h++DM89Crh86ZmXLc/CACgBXujTkyUIwHDIWgLg+X/xSgW/5H3pbgLjUURsI5SNSF4jTQnTUYLdaihPVqT2ovEfrjTaCaVWCE7DILJOENPPtDSFHVMkOSbHJ5NBpRvKDMaTtiR+6M/wBrOXA8LCiYRylh2alOCXFdlcSnFPllhSJEqDXEgwg4Hb8wPd39QEilqN+tRLbDEHI6FhvaBHMT5N8noCzxG/tIjvoq/L8aseT76SLMGb/zSgPvXY3WF8bk5wsx3lMP21GipWaJ5QchOdpv/aFGe/pkBGsOkD0JgSceu2AWbQGD2TturzvKdAPDx4j6YlYHYa0bFOXDyiZDhp/rvgIFHoDu2bG8Ta4ehjCae2Rt9WaHqguwUs7tGHob6IwKEGejlTncLuToNkG3zn7/xTGI8rKA0cflzB7TTG1dMGyvlSSv3fU0q/98rvawC/D8AfBHAEMha+8K8U+b8vhOsL5XU8w/WOBhOgpDgKnEa1D0foMRTk8vJLVhgONVYrg8VrG0zHLZ6812E8ZvGKxAZuf4PILbQUyZFFWn0RJRrKwDsDGIXpgL4HZoiIy1qSHkZGzIQo2q0AHK/phjtMUP0EbHcwzjD2TQ5yhATUPAEWr21Rnz2dwfyBr//jgNVQnhtnCgGqYySU8g1sP0E9PAXaBvbBBZCzwkdPShYA//w1mfazETRDglpwQqInHh5sBlhsm87C7kmpDhUbfB7uGnZIWP3yhPP3VPANG+BxbXDw2ojq4R5hXcFsRnQvrdiES9M6LTRwZyEO0aSx2Q2NyvyqQqxF3y7u1ENLPSYS6IAuTULWD+foHAShPTq6kZtOwe1YNLh9xMXLtmSIm/2IxX1qfcOdFi/+uEd1OUkkoWXklaZpUX3KA1uPUQochf2tCtUmFOdftxmRdFViCp956YaE41eJDtP5ey6M3T5h+7zC2ADtIx4o4yGweAB01wz2t1iAH3zKwHaBEX0Lg/qJQmg5nVg8CqJV1MVgKE+GkfXnkgasx7lp0mOgV4TVpLQaHuA6JHFtVsWkymwHmQIbHHz6M5rSrPmyFvD8OvRkIKiJkgLEBLPpkKzF/qZDqIDqwlM2ceTgNh5mO6C/UWNakPYXKhq8mV5iHjWnS+PKom003IZrQQ/U/tYXnnInn1BtU4m9as4qbF4w2LwrwXQEzJIisJAbg8XDhO66wuWLGm1LKmOopRAXv4TlWyPCwpB+v/WITjOXXQAGJemLvlWwj2Tt7GOh5TbnUTLPU4mczACp26cyOVEJCBY4/MQEt/MY/tIJ6uBRPWHCxfq1nk7XRpUiGJbZ4affcIxrP/2A+kgNtI8Zi2m3vkiMnumKQPOQewMU1xuSMLoCsH0hyT7KNT0eRaSVx+WXWMRlQPXQASMpmznaEUAxArVyf+ATVFDlXtpOFXPW6FgQ2Z7r1/ZSpAlbzQycMoXGQmlAjQkqR/BNs2Fc8/jpt/aBr/33CRyEOIOfMQLDhLhuuTamQJC2shhPWhanPkIJiN1fowlX+2CSZ9DM6TeRfiPJ0aU8LCuMRxWGo2ycJ0W6SOO0T2hOEzbPW7hjA7uv0TyZcPB6RH+si5u9DmwmkiFYZbuEi3dpDEcK2itUF5m+TxQsVkr2VwE6FGDyIxzyXgG4LiE4iLcCUF162F5DTzQUs32C8iggAqeWLPJrn9CdGEwLjdVbHs0ZAe3lg6xN5+fcnbD5MFco19kYdjwysPtIQ8glvV6iU4D63IXtP+9Kcr4vHkbKoDwBhGrHFIVpxfXE/TJhXAHWRsQhpzYl2S9VYd6YgWvYDGJoC5EztbPsLAM0BHJ5PtG8M0rjRFBGGZrMAsJeDBGwFqm2wuSjXJC+L+mz4mGDow+R3YJSxhjZfKWEWGuoPpKRLulMOfZZBerjKQmDnH9c+6YLcHs9T3IVfVumlaXEIZs1JojPAmuycW2we/ch2scT6jOFcW3h2xXP4wkY18DUcppebQJgIcMOShgByv+qS67Z+jJSWuo0QkVJamaE8fkT0Nso2L2H2+kSE6lH7q0qUPoUnYLt9RwtK+8rWaYD6dGW96u6EWbX4/ov1FzvFyP62y2GQ4PxgM/otHZzA27Z9G3ffYDqwmMUE2ka7kGeh2dbt/n1HXw6SLrC00kitotYvUUww7dkje5uU9qo4sweUaOC6mhImOoINUodpcj6MoOC3or/klLQgWwBu438N0rRVHliOgQiYLwHtEZcVJR5aF0af2U0lI+wT/Y8l7Y0LU5GPVXvfPe3/DDiitMtpVLx2lApIWktiWBhThOrNMYDyln1yMGS6SOsfM/mLPtGcT8iM0rWbqWF1aGh9wGwrD2DRqkphiPKPLQHTj7isbtl0V9zaB8OcDuL3XPZ04Sfud3zdY0HBu5ypCdQa+GXfEbyawa0mL0rMV8VgE4GCypoqJjlEKmwSPNwye5RgDAkSL0OmCmiukgYjkV6VWc5co+jjxk0Z7XslQHdNe61lG+m4r0VBz5/sVLwNeCXc2toeu6PydL76HNc71ZK/S8A/EMA/zqA9wP4rwD8kZTSzz/7av/i9U683tFggooAYiraLPd4W0xRlGQgb79ri/PJ4D1/sUZ/vcK0BsZrkkf/EcBtPKotEfrmVJqThcQRNdIQ70boQahctZXGjPrytHCIlpFfuvNsnpSG2g/Qmm6vaBxUbKH6CWYrWmtc0dD6BD1M0I9mmvj7v/EHoSBFRYxlop+GEW4zYTys4FcnaF7n9/DHSww3ariLCe40IN46Rn9rAbtnbF+Oc6zPA8yQMC2zYVws5pTFpNLN5nJ5Spo0pzXj2pSJd31JQ6ruuoXd8vs/ed8h6nNxydWAHiJMr4pJYGg0knXF1Aog4g2jBGSY4NeuxOUAEIdpxlqZzkMPCsO1CkkpVJcBB6+P5ZDQgZRLNUWsZHNMirnDpvOccjcaySnS0c7HEmlk+oDjj5IVUT8eeICtLJCA7kTB7dg05MttJoRGpj3PvHiB6mIC4Kj5lui56sJDTwn9jQrpxgCgQXWpMB1G7IyGnmYt3dlXVFg8iKjPg+jRLYYgcoYEacASkqaLvckHm+MkLE9uk+j7VKQmFjFyElYbIGrKUPK4Ss8+A2VNGo3mfL4HH/iaPwZ1tUlVCnAOaZpYnAFc05rPgj+psXtOyRSlghnYULev9xivLUR2kUrTCbCpyTInPRl015VEYTKhBUtTjAbNJAV/P1Mpq7MR108BFVpESwqvHtlk5Fgr0ydUl1yzekpzIyvToOiA7qZDfUYzvGltoSYCFrHWZQ8CAO25PvOUJ2ne//psKsVIpsErMWejtpgHfvuEMZGx1gjBUOIidFBzvmPDsGqRJBpUTy3CquYEq6H2Vw3cX+yeZqgqxEJRfZZLe2D5IKE/EulYx/ty8uGAs68wwI0ey3WPy9Uai09bmF6huldhPOaeFysCOG4rDesGxXQ0R4mZkUZyBAYoa9CBDAgvU0VOgDkqTgOLXTN5YSxE6P1EQGEhJnEjwRR/2PDcSHNBWJZqNmRVioafANf6OCI5DbVnfKMSJ2+/NJzyXCporQAQzK42EfVbFwTlbq85KU6JWmLxalHy7CSJKKOJb5SJrxhS9gHtY2B7x9LE0kK07bPWtj0VAEJx/84Z5Kt7jo7uGsUhPNSqmIL6BZsc2+d/iwI0akPmh+0krlBBGErcSaRCHgAAyppJREFUK1ZvTki5IUj8u7yfa0kE0FOk2WISpmAvfjli+qjHWPbe7GcBiJ9LTAAMzt+jcfNDAe2O7Bvf8mvZwD8bqyYbRVbngbGKVhcg1UwJXa3Q/64LrJsBD3/5Bp/FV9eoOvE+SARZqnPMCTfCVAgV12d9FmA7TvIyG8VKhGE2yTV7aYyiGABnP41sqJnPmJSAGDiMWNEkItZk4tWnA2w3l2+/7ff9hwgNc+mVj8L606w5diP8cw2BjY5ynFBp9CeMD652CfWZR6jJbjv6OO8t6xxJQJEfpYWlluVFeohinExtez5LaL7HCX9SBIlzMkR0Br5RWDyKqE+n+UyVxoogF8/E7pqZG0/5ezsAo5vTYqKY7TanoQAK7WOPaqPhG6HWb/1Tpn/JKLQPZFose26sDexlj6qfEJYVYmNh9gOQkngDWfl8CK5Xl/xepo/QU0B9odA8sHA7DmPcVmHxiM/6tDLFAFJ/PuVCAurzCcpHRGcYU2gslnf3CLXB2R8asKxHPP75Gzj4BNkG9JHJgzMtUkoAERiPc+0JAgVWQLBGoTknld+dEfzXowwXnJGEpcjzXSugmwDHJBAOIOSsSYlDNUuWY2Zj6fs7hJsHZAznz8LR0Nh0ns+9om+FmgIZS5c8txgDbtCfGGFVKdY1Aq5k49nqUlhtDvJ96Hvha1XYR9oHaBk6mikJK4jsNrcJGE4skrAy29OAi1cMhsMWJx/eA2hgxiQGqRy+mMGRvdhN0N0Ed5YZFFbuYZjvz5V+PFoFVTwdQgE9uP7pKaTEz6Y5I6A+LckY4blumVz2OIBxrZhrs5SgdyMqMU9VMaE+05jW9HTQPqESANgMwvLU/NlmjDB9xE/8/T+K3/F7/jzMEDEc2s8CMOX6DgD/DoD/G1cT/m0A/6+U3oHj9S9en/f1jgYTkgZ2z1mYvqHmcPCAMfRIsBrrVy9xfPMM/+rtn8V/9hX/KtrHAdd/ATjvKFPY3Tbl0LI7Bbel0V/7UGH3nC0bm96PwEgtv5nmhj8drhBWNZHIxkB5J6gtmy01ekCKhNRWsgl7sgeC0LYOl7B7j1i7pzPfs8P8ROQXVQXlPZLntHZ8qcHhL50zhlFrbF9uAQW0b7FhC+uG72s74q3vPIHtgOU9j+bRgObeiLCq0d+oSyGb85yrSzI97D5ARW7QdhfKga19grqMZUKbabPJajnQI5avb6mprw0RV3EjT1Yjdmam/MYE3QfYDUqUlPIR1RPGZna3SNmuT0doSNa0bPrZlC4XsCYGFvNp/jMWSJpTyoFUSnc+wGlI3rIqMXWILNT4XgC/drBbHi4qJBy9innqK4yK6sEGldPw68/Qrr6ti6+1edhjuFbzgJkSgRAfceNDFR7+5grDKwPwWg0VFfwqUge616guGI/ma41Fy6K/2vAkymZidMb2TzWmSAkmADkCUscITLMZZdKK5kXasAFCLPczVjz0u9stkEhjTcagevMc4d0n+J0f+LP4b/7u/5qUXn2lGTMa0PLfmy3S+jpydBQsYxyX95MwZ0jvX95nFKsKEc29EXZfCQUyFvOvsHAADNpHI9yO4JQW4ClHBkanKGFyCq14pIRaI7QG7tLD7VLRNespIVhVplmcjgN2mKM46XwvUYQRon3k2vWNRlyrQrvXmhNa2wWCCeJyzvsjDZiPsFekBiok6BSQokzNchFwmlCdC5gle4PZTWQ3GQ10PVSskaJh8beokKxG9WiPQwVMd47g7l8iWdJSqy0TLULz7EeACsDy3oikKk5HRkoTmicTbv1MwIPYYne9gXLUey7f4MS32igMxwbjUQJED2rGJNR2jSBGeNBMnTFTRNIWqHUBcPh8o+iFuWjnVAIzKGpVE38GYoTZTwW4DZXGdFihfWOD2Fis3uJ+9G3/0p+jTEcpxJrsLtQL7uO7AUAo8rYkr8VsB6bEBA2784xnPXDY31RYvw70Lx0BQDFR1GOQ80Gafw2Y3QQrgE6OqGRRLcV1SLCbEdNqScNfabaMgI/aR9idL55AwWkpnGUC58vWKs8EQYPMvgOEhSBMANJ3hQ0FzXSBJF4Aht2wimJumU3vlDT42QxQXP9VSmhOJ7K3FPd7u+F0Mla6rP/qks9Q0ry3di/mftuAzcs1Hn+tw80PjXD7iGQ0p+agLOZZ1y2p7ryHKiXUFx7DoUX1ZMDBEHG2r/DC0Tnun0yw9xkvrcesRZd8+B0Bj2mpELPvrOI9MkOA6RIqWZs5gSQZVRprSvYIKhVzaNkDUmURG12SO9REnY+56KB8jbCwSC09NlZv9LBne1nXCu0jei8kpxFhoYcZjDdDxO6WgTlqmWwy8fW7vZjihUiZ0VYhOHoNNGcT7GaU6NA0NzpyzkYLKHHAN5se03HLAYvsoYzI43OpfPY0CTj4tMf2+ZqAoSQPmSFIo8z1Gyp+j+acINO0mJlQvgGiYXOs8rNvgaSMaP5R1puZuEaj1UyfGhmjqocIE0buEXKP9KhLjZYZIgXg2fUwoxXAX0MHx3heaXzhCXouHuZYSXq2ZDq9ikEMfFVhbD3T2pVEIj0xnltDE4jZ9tBbYLdb4hufex0f/PIKu/4I9RmKhMnt6Q1C+RflPf0FgVokAJrT7xwVm0EvGCXPuAAEV2rb1Di5bxEYR/bH1gDOICwdlI4ww8S6GeDgQCekZQ3z4ByIR/ie3/xD+PF/8sefjnm+eokxcqwNDT3FDNPtaSo5LYHmDAJgUNagApkaRnwN6AmT4DM7IUtIo6y5kJB6VdZAkgSTwiQLCaaL4ikC6N0IM1SzgbhSEvFOBmdY1eW181dZozkedkxFqsG/J/MOAsxxoCN1dqQEAiCTzIxkndhezTVdgpi6RzRnqkg4snG77kfYjZ4HkilBjxX8QkCOnLoCQHsOEQmGGZg+4tvf/2eRWo3qtIdvF2XvffpjSqcAfkAp9YMAvgfAHwDwo0qp/xLAX0spvfrMC/7X40pA+gJJc3gnwjDvaDBBRSksQ4QeJDd5CjQsXNRAjLj/f34XfuTWu9D9thHmsYPdM0al2qSiy1WJG2x9NjE+JyXUj3se3ErxwVSKum+A7AMAiBG6G1EFFjkASF815qnmOH8t85elqQp0uU6Ng3v9MXZf8xyWH30yv7dRor+8sB2kYVFKA/sBbhsxXl+ierSFCgFHH3pUvgZaQ00R9cMd9i+tiWqeRjSPR5jdKFKIAHfpsX2xQnBKXH8V6kvN+Kcx0wLFOCxoafY4eRuOnRRaEQYolHe/MIiVRRCaVLAW4wFpv+7SFx0+C1CUpgo5shJCl5RDgGAHp1jRafjWlNcRr7ijo8QhKYTasMjeT0TiZWPP+ddJDNq4sSpOBzWQgjAoOnkdApAon9C+ccH3d7yQyQ8/6zxpeuZLIpPMboRtWKQko2C2pKgffWQD269w9qU19i8FmKMRcdRAVEgjNYGHn2BBOBwyWaQ5jwRKJAtdewW9i4DHjIgnFgoJieslyRoNnCaUmERNA81YmcIAghT805LNen3Ulrfjth7TSp4LqxHqGmbTyb8zQIpQzgFaY7i5RP1wh5wsUj/YwfRNabaiXVE2c9gyn3mMcOcD9MUeqbZIlUVYMg+bMYEG7ZtbmXpbREmWoB9EhO1lWj/SMApS0GsfsbxP81CT86ZFVgCtSmEVKgUl8VgAi9Tstm88GydoYEqcPpmeRWxwCnHFgtP0AXaYSjGYrL5ScOTviyIpSQJe6EmkJS6Vf6M8jVKLL8Ukk+7LHfSqZba2NCnJGbizAf1zLfSwgN6TxaNHslKuJpq83Sv7aDRnAdOKU7Dlmx2f2SHguX8UMRw5jAcawyFQbefnrz4F9KSASCq123jxm0nF3KpMOvM9gUxEI6DS/LlAPBSgsvxBQwWCSuZiXwpCGhySraAWDmOlsXvXARZvbAuwma/p+lJ0rvP9U4MHJgWznTCe1EwGkXPBbaYycTJDxFTL9DKhJH7ogZ9dChKDl/c5paB3A+p+hF03c2MJRgnrntMsc9mjeVyX4p/NCfcPu5cCXyvk7HaAe2o2VGMDCJmgcx/IgGP+cwhQU/T9imyGcU15W/YK8JbRe9GoQh0v090cUZsn7jHCbhKSNSIxkIhLH7nvKlKZlZ/knqUiF4yVgQ4RqzdozBga3stoyIzSAb+iGdivvG4p68sGnSkyWal5gwwSsx9x7e8d4VH1Mux7qI9HAJon5qnIyP1zwOK+wsEbHv2xkQkh71+oNCUNo9QkuX6IEYDI4jTNbE1IYkrMCS6MfFBCe4i1g3KGjCJNgEFPGtX5yNSkKSIKY0FFwG65J2TNOhQZaJgCdKD0bVroQm1un0Qs3urgl4yxWzygdjvLXwCeDTkm0AwJ08ogNNwjo9OoQyI4lhj/l2V1SoCmTGlPTkH33PvsdkJzaqTxC4XxEp0uEZDFVFEeFxUlvtSoIhlhY6gKayIPOKIDKkfQSQc+ANPawC8NzEDwTQ0zVV/5wKSgXGsh/1ksCVYY6IWlgoLeT7BXJsglmaPzqM9ZM2RPDN8SQDJDBFSenj87G+wqcKqnCIwRepQBGoDbf6vGP3jf18LfGuEcMB7I/TFAr8WU+a1U/FvMCEARqLF7iWtNaX6uEnhW6qdTaCBJSpnlVqIwtzuoygHWQhuF2DiEw5Zfm8+YKSAeNPjMd59jdAGU/fFqXLNvDZklIaHueoTWYlpy48rSRdVobG5Y6IlrIDMZc9JV3oet1PumF3DXx7Lm9BgQayuDM/GPGCMp/xnEWjjUpyOio/QiyeCCJuIaKQnYD4WczMLfiu8MZq8GM5BNkM1yVS69BHjjTednrwMK2F5fRkSDwuQKDQdmdk8ZjPKppFkoH5Gj5UuaW6B8OzMkmGRFqWas+H766w7rJxxu7m+2qBcOObr9V1yiKSUAPwbgx5RSxwD+NQB/A8A3/uoL/IvXO/16R4MJiAnHv7RlHrw03iomoHaIjYUaAq5/iIUC/msFgA9HNthKVrO4XtbQuwHhsC1Tw9hm7fVUJkmoqsIUSI27IlOQKY3TZBHIbpksJ9iAFIByMCelgNpx6jOSTdG+tePBdZWdoBQbsWFksREiUopQmy3aNxo8+U2HOExLVHfPCXQ4h/2XXMP2BYfNy/wWd/4Bv9+93wbc/ukG60+woUqVgt1POPhUxHBSQQ8Rq7sB9nLga44KzYMNAGC8sYJfEbVkw6TgdpzWJnGvzpSu4cigvTvI6yfIYLcVD6bcPClF6E2aVYAFIpsmAiFlmlMxHoq034iwMEg6FUAiU9BN5zntSpCs7oScUa36kQ2WIdCQXM719jTBdARAYmMK+yK/VnfmCwU1VZa5wTdrGrwta7z1rS1e+InNs69draA7mmklo+A2I/RugNoPSC3ztZd391i+luY1GyPCusF4yFMgVhrrux7n76kpOzmf4DbzpFwlsMHXEnPazTQ6xgYpwAC6Fx24TCKyPjIDPaTC88CrLibS+J1MeF+7QFxUnNJuhyvvj9Ib3U1QwQplUQO1g+kDwpJTP3QDwrrF/nYN33LyWm0i9q+sUV1MOP0Kh+GaQ/sQsPsDmCnh4JMd7HkHtWrY9IcZxjWbbjZrUkAyDvVFYAE5BbKMljXai57JItdXUF4kH0mR9h6BbNiUrDRpioh/nqDpMRuZqSIPsa2BiqpM/rJcgZ4YGiqnC+T1JQVGprpbia3SvQfy55EEXHAGcVEhtJZfc3bJYlemDQCQTg442awt9EAGk5oCwkGL7sTA10tUlzW2Lzi0TyK2zzusX7uy3zzD2vWNoUTsnBRuLdRgSrYCqg11+osHujAHkiPlNFacxlQb7qt6z70kU/ChAb9yyCyjasOin67uBqqdATP6usikOSpEw+heu7Cw+ysJNd5DBQI65tJguLXA/sUVVh95glTPzKL+eo3FW/vyewKdE2ANzLaHcxrjSVMm7H5JCUV3nQVnfRGwvEdARIXE9XvsoCfg4NMJ6zcGuMc7hBXBAxUC1LaHzfKKyUMvaqjBEzgzBv5ogdBSNlOfDeWssTua5aaKRWNKKHtyNApWAdlwLoMu1SaKjjrfs1Ro174WLbMStoLIFVRMpbnLDJ1kVYlP1goE13yElvMt1rZMFpUPiK1DsoDdT0zEcIaNA2S/zsWunKk6AipGtKc1IxX7iP1NJx4/iZrpZ+zJGDtHKUloDVM1MiOrdkCMWDxiE3j0Ce4DNAGNiLVGd42NYvtJNspTO7+A/oTsm2idMOcS3M6SLrwXhsnFlUm4j1DDRCAhs2hk30q1QdK6xNgauSexMtB9gB4TfZyWDmY3g4G52dP9yHvfE2xUANo3NuheXDMOcMdEHADoXlzj9MtpyFxtACRgf5ug3Z1/qLB9ZYXF/Ql2P2E6qFBdergNm+O8zpjOVFP2ohQW93rYywGxshivNaguEtxmRGgsjQS7CfUpMB4SELZ7AUMTJ6Xu/kBfEcOzmmChmj18AAJjDT+PaaHK/qwSMK7YMMZKwW5iASqQGNsbGg2zsKgf7qCCB8ZxNgkG5qkxwCGF0fyfUoDRUhN6NpNGlQYbAFa7CdEZmP2I6ajB5mWH4AjS5TQqt3v2saMCCotSj4H+OPuOnltGo77wuPPTGtEYRBeLnwAAbF9g4lWWBUSniqFzsgKWR81zaxuKr5DZdIAx8AeUy00LJ+yGCLOzCAs7gz+7qbBk9KYX4L/iGZYBsZhgzvk15mxb3ps93QExIS7qEmE+v3Eyh/3CMqVkP0JNAQujoI8duusau1sVFo8iDj9BFk2opT5y9FgxfYTdjAgLC7fzyIbSvJ8ERGNl+F5SQnXuoZcG9eOB9yCtkAzlrtNBhfpxh2Q0prWkNmw4AKIPFPgsZyP0zMitHWXLuTbRCn5hEcUfIdewZsi+KPyavMZDTWNuytsEPOxEtmlkEw6JnhbCeEqVRVhZmP0oQDuN4DFMZd3yA9NIJkD3BCBCQw+xzSut+OXIRyFMoLdzpZTOAPxF+d8Xr/8OXO9oMCEZNjx2N3Kzks0+rFvqpQ/Y/AEQ3RZRdziDWFtMBxXcpoK57Dg9vOiQtMZ0k07ZnPhopLaaC5/LDsmaecOLgJpI0UqTLcVCoRT5+eFLYojGfyeTRwBJL6Av9sX9/gPvFZdbDR5wRgNKUM+YuEnFmZ4EaxDXDfxBAzNELB94+IVFcED9pMfioQWgsXpth7ByPCh2E/R+xPTiIXVhdy+hfERYNSWZIjcmEBkE89wV3D6yER8DnXaDgClC+R5vLlG/fo64qmWSOiOjOfqHdMhZy4WQoJDKdCpTvYjgRqFJJsYVqdn0cI6GMyzcuuyolHgwBZl81EoKWE1JyhQZ1yPT7MxCyJ+Nyq97mMpnD6Vgz3ZYdBP0rsdr//3b8EtgOGmeee2GWkGFgOgqTGsDPVmYJ1ukZUPg4LJDkbo4S/1hSjBKwdRmpslPEdWWJmmh0iLTYEMQBZBJOqPiKHRT6hpRDjYV5TM0Wd4gtt2IMHE+ANUYoPPrAmhCeqUA+J5v/hP48Z/7E/iub/tTjH9qHcw+ITlACYV8WtuSHhFur9EfO6GAJlQXLNB8ozAc1IgOcJcSv3YWMK41IxvPOxamvbAZpNCKqwbZIV0FUh2zO31yptCJ1RXAKRld2BtZIpGnTVDUuDK6LZUIN4BTHzUxM135CLsz0JNMo6/kv5fvlcGtlADRqkKD9yYl6L1IOzI4UFgjXPOZBowE/lmepCkF1NyjYl6ref32E7QxqC/qork9/vCE7laD0/cC0dTATzzj2q2oAXbbCclomF2P2DgpTrgmc9OZG4VoNVLgOqwuAye4gwAyVoolSxf/QqmWdasz+yNfeYIOyiiyuVkGyYJT0LWGVywAdU1phx484COU96jOB4TeIqxbmIs94rphPvxLKwJO8tkjCAjmLGJNgCMplAlwdNynFg+nMr3PCSPZxCtWkgXfJ5ityNBureQ+RWBZU0rhZCraU6bR31kXBkE0TBwg60qadGGkjOumgAPZHDRPtvQUS8yYioDdhafWI7Qqn4MVUz6u2QwkzsCkzq9Xzd4HSTEuTvkrz1NlS/Om01yAJsU9Lze4xfW9G8taVgALXx8IrHj6/OgxYvVGz3jKF5vi2P4sV1IKuzsWRx/vZWInf241E5YA1I/JOuF75t4QWgMoyhyim/eFZHhfzZjQnHEd8udAZCMcBmQ/GtV7ed5n7TmRGF0Yi8rPjUCsjUw8zdz0NCLn6rneklX49vf/WdQAm4jMcgqp1EP5HEla9quQ0D2/gl8YpiZcMgFpWighRvC9DYeWAO9kYPf8eXoMBLI2BLXiwgFaIWrKU+w+wJ53iMsaobHFaDKDu2bvCaIoBdNY5JjBZDSCvF+jwcMrszvHAKWZhXiVAZOZAUbYZrlesL0uz16+F64XsMrJ/p4SAdt+5IAoJcC5WY4HAEYjVULnH0b+PrNMlKwZiUEsTFIARib3dquxeFiVuqJ5MlIKdQWEertXFGZhshpRKdaLAiQkpdB86pQDrsryHKhMYW5OK6Fw5T3By/OccSxJ46EJt4VZGbhtQNNNhS0VrRLTQwISam0lUprvzS40nDTnZRgj+2F0Gqa3BQjgkIyv7f3f+IPQwvpVI9k5mbGY1632Ed7xZyNGJFdhPLCoNgHjgcLiYUR7r4dKCdsXHKJTWDyQePiHHeAj/GENv3Zo3tqS5TNMTOYRFmas+TnqnkMb7SuYLfeJpGl0qOR5y55iZHamp/yfmDjBngAAPw+r+X4i6w7UBkmbIhnKbBoV5HmX753lGDnFKBnws/co8rY89MhSM5UHlDm5zmUTbTlXYiTIo+Q+ZwlGBj+mAJMScly73QdUj/ZIRuHiPQ2qy3cg//7tXinhC0df8IXyOt7+9c4GE6zC7oUFJ1wHNeqMxkM2XauRRKeY6XRKHhgVEkxt5CCjNEH3I5IccH5pqUU1CvBZFwXonebBItPKXLTTI2F4anOhC3Nd6Kc8BHVB25NNCJZ6K5cSi6ohQF1shOGgyEhIiUZMTcPiFiiIrek84oJ+DNWDDfzxAu6ih7vgFBMAmicey7cCNu9ewNfA0as99L0t0HVQzx3AjZ4/WxB2PUaExmA6bhCNgtt6WKOITJtUTMJCQ18Jd94jrGoMJxVsx2QBt6qh92PJUMcUAKvhj1o285F6cr0bSS8UBDxZXZo10wcoy6aj5BBDvBO2oZjaxIpTO7sd6UmxEKbKFBiPpfX8GU0GcLo00hkoUGlmO5Q1kiPiwjw5QkzQ5xukwxWufTiw6T1+OqLrbV9aw513GA/XCDXXCx2xI1Q3sWBJLFiQEpALmzw1lyLFdrE0AbGiuVY2e8qmgTRl1NBaKMJQSNkLwSqYvJYzSOYTyEU3AvRgPuB7QNcOUy4AawN33nNtpoTv+eY/wedI6Hux4jQ9uYRYO6YrTAlKJCTLu105pLOvg+2YiuBbC7dLqDaBGtzsZLxu2NyEgPHGQv5baNd58ir3yu5pksS14Wj2tFOIiwrjcWYOpbmJEKkBpwwJEWTL2C3ZIwgR8aAtOtbMqDFDkClrbjiAopnM8W8q/yEIWgnjg+aLlEsgN87KlH+jUmJtFmfHf250CWibWcMaKWtRU2CxGyP0foDbLcSgkKCq9gmLe1cmcM9yyUSb99FLgTRP9zNFNevos1M96fNzc8rPKCHUthiQTiuZxg5sZKNlqk4GHTI1/6li2As1NKZSdAMzuBDdFaCwBnQH6J4TKr+qAL0gkGw1Vh89kzNAFelPautCG4UWmvXokVYW9ZO+gA/FCPiMX3/2lUtoD9z+xwHNIzISsO+Q1gsEp9Gc9Xzea1foypQFAbBGQAHuSUYMGcmGSbCnHTB5hOMVqeXSzJESmw0M9dx8aVL7zX5CNoOE55qLrROwCjBRfk7kGlWBZ1V+tjLTBkIzz8BkMpoT8RBgfISKvIdqJKsENQXvagqcqDoLNGI4kJMz5FdVJmYK1SnZTua8K0B9dejQn+gSb/x2L+0jzAiMRw6mi6h3AholJmxAa6SUZmNMWUjBaYSaDI8srUwmiR8L11t9EWEk7YWJMwp2rxFjAgL3byuNVKwtPwM3n+VJGI1qUuXc0VOUibziZ+kDAEoBotNFV83IxjTvYcbwzMv3NgQkTTPCagwSqwf6Jz3iVJksSodxbbF8k5NsgABY/WhAf6MRX4YA+MShSuOg90BY84PQY14j4hifWVtaIS4NQqVR79nExYUr70/vBrJDhZFI02kADrLuAsx+luIlpRCXFTDKQEUrRJPmuD9FiVmmfNP3yRepXpZBqmEEUkQ6ng1SrxoLl/0sCugDEOAYuVbg+NkhhnlQonPjyHu0/GTifiL7g9lrfv7PeKmUJSY0DTUX8nwNHkqkGBmEzOCGFvM/2zn4WpXzCECpC9xOoiBVljAq9NcU7E7D7mqomCiDqZmilPRs4oo0m6YSAJD9AihnRI5jtJ2FWTjYy4GNfF1D74fZjyyKPNkrKCNgvVJQirVNTg1RIUHvBqw+zlq7Om+geg+97YB9h+rFV2D7UMDQpJQwTw2Cy4wFMkdUNwFWI4lBoe5lcq8UzG7k2V47mrOfpZJ4xqQGAsmZjaAC0314/rJuSlclIdIDsF6lObSKc6JDYTHaObL06mUGMsiyKWp1SX8UNcm+ZTXr1JDKz07OlPVQJHBac4BWO9ZkCaWPKWdzoFGwe0D2iNp3SNcPuVb+OTKHL17/3b7e0WBCNMBwmIudBLesZ2LAFFnAeswOVPGKMckwwW6IUIZ1M9OWDY2v3OMdN+dxlEn1QTFRKUBC1iL5K8W9NYTWJw91sYPZ7Il4WwP0A9KiRThqZbIkPzNTPpOD2u6kGFCUVRiNuGpkA2JBqKaA7s4S1TYV+UA2DDKXHdTgUT25LC+pFv3q4X7CcL3F/laNpT+CiocYjyzd5EMEUoQKjvdOzOJMmOOWFg95QGSKpF8v2Ih2pBbrwMNoXGuouEJzd1saUJUSUtYhC7ijBzGg0hphMSP4GZkNlQAFIpzkn9MU0W7HufmTKbTaj1fcxuaiPH/u0ARykmP2fHIa6BJUCkgwNL7TGnozQHUDP3utoaxFamuobmLTZg0wBSw/eQEAePgtJ8+8du2eE3hztsfq1XwgMAJMeQOTm4s0y0Myyh1qXQ6eXOSYEci6XTNG+EYjm/kkTXq5GeiwXVgxIZXigt4h6kpDLYyebEQVEoGZaZImGHDpiMkpIcEf1ET1BQgKRzXchgBQcpl+SXOuaak5pe0iqp0v7yHLU9QUme6x8zR6A4Gli/c0mFpgODRwW1J+r5Z9KspzL0VhrDg9UT6xaPERaVnRe+OoxbSimzkTD5zEFCa4LX0KdKKuOk9w2WBGToAEJCOjheuKhluxMBWSHPI0FZMm+Uo8Fo0/hR7eTzzgQyD1OQQ2OAImXE1+UVPknpKLAB+ghvz6khiIZT8FMpuqU1Ix1USJSX064rmf6q7o9J9h7XaRHgkA32eZqsangAQlxU2SPG0l7KXoyNDS0uCG1hTmQS4CkZtUrdgYiE4/0/BZrM6viVvEHNuJCtBKknMEVPDWIlYapibFXe8GWNl/IK831g7jtUUBLLIsLTqCqtOBg7sYAWOgt31psFXPZ0MBMN0IOIuklnT/v+TUcvelx6jOV4z2jYnF7KJiASjnCa6ATrYLCA0bnxRV8atJRsMfLWB2A2JjEEUHbLs5VjKpbAQaBWAg+JqbJjVMpfAsz09uviRhQPkIVdkit0l29nsg6DhPO5Ewn4eDp7GrMHFyzCw3hplOrjIw7iwwgcBpwFOFrd6z4FcxArse0AbNWztUFxVipfFLz7Bu1RRw+LEtpsOa73X05VwAUKaKyaorTRLjE5kigcI0jE5hXNPcNRlgfTcW4MOvHIYjShz0+DQ7MToj5pMG4YoXUpGcREB3E4AINVpo6SySUQjrCvZihIkJfuEQNYv++tE41xFZEqEUsKrJGkwJj37TGtUmleSE6pzNkgpcE7ofUXUT3LmB2zbwSxrU+pVhupIVUzgfmWqQ+Gyr4KF7/lw9CfMnBKRgqAmPHOAEWKAxTFaxvAfDkYMOCe5c9o9ACQ6BrQnoQX8nJeA6wEZoVYu2+yqTjBF5AJBGYAbS+M+yp1YyhnOaMSDVFRt9rVmLDWLUmuu7MJ9nqKpyNmYpa2EsZpmHpmFpigBEeqSHCWkkI4Xf08A9mSn+b3vtetLvC5jS1uWcefoL54YwXllbZkyFRQOZPGvPNBtzJalIRWAKBC+Hk0rALK5333LvDQniU8EEJh2SDC4MPcyipO+ID1Z/omF7jfpC9qT8vNW2DLHS4QrTyYJyQNm39BjgF45Gikp8Rlr6LimRA+vdUEAUKIX1JzccYlmN6foS0IBf8n1AoTB+jOVnntIVw0MB4NOign6yAVJEPDjisutYXE0LjVBR7lFtxHchg1BlkCgfhQC2GYjO9UA2gWZdlAc98+cMOzNJARTAIaUsVxXfmb0AHkZBXelJuF7tU95gKiX2JWH+fd6Xs0E6gMJ2Vj5y3x090NRQ/Yj1JzafFxD2TrlSSl84BoxvU07yhXT9mq0MpdRfBfAvA3iYUvpq+bP/EsCXy5ccAThPKX29UuoVAB8G8FH5u3+UUvr+X+1n2H3EyS/vMFxvnnL2zxR4AEJdVsyDztM6MczKD+G0pjEjQK8E93DztPkOIFNteVCNlgmyEbsAVTTmmZ2iMrMAYPGUN/nJF42V3Chko5lUWeDkAOpiR7qdNYAP0E820EYjLRvEyqK/ucDFuy3aR7GYp+RGR0H0fRNENhGhtjIJkune7rZGMrN5XnUZ2Szvu7lxNYpa5qxnjRHu9Z1kXxuk9YIMhtqyoZwi6WqQyKaYGFM3SEMaGCdk9nTC9QsLYxSsIMG6mxDrBtPKlsluNsKZlgZWAIhsQMQJTD44Z1p1/qzyFDRZoZ+JxIGfwWxMhivaMTUE0vvlM0YIpN+Owp6oHJKuWIALAq1SwvWf/Tw8E3xk0ag11NmGr/XaoTSZVwARNb++qw7CpJzyEDAdU0h8q+EXnDrZnq7SGQDLOv6k6XqsA2BGP8seMjNBXH+vHi7Z5MtcJEpqVg2fo5R9BYShsHRwl4wsrJ70BUhi0aWBWlgQo0w0Wo0pObjNhBxLyucsQA3UGlbnsTBgbJ+KI3OohG0yifnd+SST0fmgRMU1319zABaw5z2yE/lwTDfuaFlUjQcK1WVCtU1XDvYoYIUpAAysTP1GP+83FacNbPwm6A2binjQspDLE1AAsXbIMawAinlobgISMhMp/zyN5GwBkgpIptW8P8UARMbAwRr+G+2EjZNZU3O8l+657vRlV8wbn+XKE5/sRZBqNzf4QoMvkodI81ZqP1HWFLO/LVTyGFcaKjHNgU0L4PZc+9HQYHRaKonsZNGrJ8hEDQI8KORM9WhREhf4etlQjwc0TLXbhHBQI4aqRJimtirsquHQwHaRIGuly0SK709YJjKJgjAciuzNWoLBioaojLFUmFYW+xsGw6ERGjBQndbQ3cDXYDTioqZeXgBQXDnTolUIRw7jSsN2CfUZoDt6NmiJ4tMDvUwKlTvKGs5MhQjokX4cyvNnpimQCaAxSw+EsYCUmAyiso6fe5KCQlTi2B/IUInS8OueLLfcJDDJhU1WKXZzo9YJw2/yXMOTmCjnfU9r6G1HqrmcbwgRetdDeQ9zxXDy7S1cJjPV3Wz2pqaAFDmBLH4xdpbRhUpjWvEccvtUGDRMQGKs5rgimNXfbFBdTGWPMT2NjPP03B8w+Skp0tZjxZvOOFlfJFCxdvI65uajsG3s7GofDPdAI2d0f3tZfIPyFB4xobthkQz9PLiYQBNWEGBR+bwEz/sKgB5dmeYOBw5uz+dhuFYjVArVowpq2wNNNbOhBMyPTUXZ1tnsPWLO9qgeajZzrYNvHfY3DMyUUD+uyrOV9w8ae05zTWWE1TJGmO0AbRT8uhbKuQCLkTWe2fny+UWr57oPgFKRiQoDzQAzQKBTAoSFQ5mNL3VDqdGSGNhpAr7KhvL6FDSKybYyTNxICWo/yv3h56GmMKccPcvSHT2q+6wzUmULOBFrV8wLy3mQKDXKr9tMCSEoeEt/mSxrMCPQSsTwuGbzafe8P75VuHxZ0jEmlKY3Kaa9xApQHnCJwFWoGKnOPZcJHdWGz0l3jVLB/sii2vAzrzYRdudQ3Z3gbx5gPCSzjZGx8hwKqyGzJmKl4Q8aSimUIlCjNZQSiYk10E8ukRYtYlNh81INPVXQntI6twkF1EyVhT9sEFqL6vEeejPwjG2FYWcNUtOw2fY0IOUQh0yOaAkuq+KbwZ5AlXWiZF1gllYmAZB1hQAUwDLXWhn4VmMqg7WQa9zE76MTxBQ9xwHz5xQQIwMWmXHrY/HfyRJpFFYaZrlnBiFqV54J3lvFwagPUKeXUuN/8fri9dnXryXM9J8D+E8B/J/yH6SU/of5v5VSPwLg4srXfyKl9PXP8gNU5MSxeiKL32o2xdL0+6MK1TmLGnv/HKmucP71J0haYXV3gN2OGK8t4JdGNEEtmrMAe+Ggth3GF45QvdoRmetGpLbC+NwBJ7EtaajV+cjDSn5+NuKJ6xoqLMpkMtPCchQbnVx5Bfle1Lw2sMcLuAcbYPKchIseefueA3QnBtOa7ryHH9sWTT8nY54gwlUtl1JIi5rsi8Gjfe0CelgjWoXm3g56mEhzzfe0G2EHD/vxC6CpgbpicWy0MCxS0QnqMcDu6HLe3WnhW432kUfzqScI11Y87JYVtNUsYLsR+mIPK5rQMt2IAamp4M46JL0QumeEfTBAb4dSXMZFXSQRvHGBCL1EHfKe03Ct6PJSQpLuUI8Bup/grkx6w7IqRntRmjUzEKQx3ZJFiJYNXzTosKQxJktTvKKxfpZLK6j9wNe4WhA02uwptanEjd8YmquFhLiq0d9ZwV2MAgYkykp7jeHYYFpqrN6cpMmaKcl64tSAjuMGyQLjSsu0jE26HiKSqqC9m6OzrhRP2cMiHS+K4ZweI8ZDi+FIYzxQaB+RQpxsDXc5IVUGCZxATStLmrDoMttHfjZRy9nyGWDzNGzjGjbyPoieH3xyj/GoRnfDlgPVrypUZz0nFBm4mJjNbrTG8i4NJLWwHdx5T5NLZ7FYVECM8AcNLt5T0+H8fseGzGg+qwoivVBl4svnypRJrA4syPVE40PuBRZm0/Mgb6uitdVxonli2yAua8R6NoEKC1eAO6QIWMsiQOjixXvk6tXUiIvqKZ2pGmkS649b6KkR86sIFWRybwwLscoUiuwzXYrMLjY1AlIaiX8bJkwnCymcASTe/8tXSIU2Q0JzHhAaNtimN+iP2czqiROg6BSmJcQPhb/6RmG4BsQ6wewZX2X2ZJkhgaakSRg6oAGe8oAV6VJ0KGatySqogU1JrCyS05hWLfyScgu3i5zW1bpIhRglFmnAOYbizUGgFARr835T87/tjpGgeoxA4iR1XAFQCtUmYbjVon4EYImSu56jutQkIIBhYWl6ApduQ3dzkym6mk1rdcmpamhp6oUEuA3Xoh5DAT4ppRsIekyerK7JXwGmrhScmkCWspqRo33g/lQ7pHXFBjKQ7ZRqBb+uYKwBFhVpxPtB0o3E2yQzbYRxh5R4Zu2l6TRm9gDJQLylP0xSmkD7FICR3h+pesa1K2yLIoOLZA/FxRUzZbnv04qspu3zTCupL+nnYvcBp1/VYDwAVm8muG1Em2OT5d8l8bfwSwO/YPoBZSapgF3lUQqAcgnTupbnIwpTSl5PoqGg25ExFY4qMuvs/P0AYDppMZzwNU9L3jsvRqXNWYLd8zzIaUjuwjMNIDcRBahMiLWFX1pJvEkoMY+txvaOhQqAe/4A9SOL2Dg+x0NEkLi5Ysone1sxVg5ZysTv3ZxHuE2gmeTCoH7UF5r5VT17cop1DUBa/35AOmjhzjqyda6A3zTOjtA7Jl4oBZi9pFxYjQQDI0OTJKBzWDikRB+LInkB5nM4MwBiKiwWZFkPBAj2kP3alMl01AZqWc9MIOQ64vNIf1JKfBsMf/XSQBtDP5dlQynEcYtkFTYvcr91Ao4TYOX5G1cKuztAfQZ6ODQaviXLYFppdNcV/AKi4wfslkACE01ooGs7/h0TTFDilaPLQC9o8tjw3yIB04pr0QyppHMNLx8DYPJNaFSJvx2cLbI1t4toHvP+RadJ3koEx7n/yv0UIHe8swYAHHyyw+l7F/TUGWJ5BrI8VkXAXQxlkEcpobCw2qrsBwae6WGVRvX6KeLREruXV7Abfv7h4ArTOKqZaWYVEsjsKsayvYcK4iUiLDyVjZQVikeDlzQ008fPku+FWiPpChYcgMGo2d9LgwC+GMvmpBU1+HnPVSKf89zrrzI71CD+IRnwGiegF2PtvD9/8fri9TmuX7OVkVL6KWEcfNalKIr8HwD4jn+hHxIi1H6A4Q8sdPkok8LsfBudAYzBxdeeYPOixurNhOr+JcLRYjYwEdZmdUGHfRsZCVOJiy8NDmv4hiYx2clZRYfqnOyAUBuoYEqkYXaNzdrBKPTmKNnLps+6SGrC3MXI1zx4xFUNvR1YuGmNVBmMKw3fAvUZ9VNqmOaHPwQ2IIqU3WLQJtRnPXhucimhfrhDbAXR7nraARg5mIwhvX/Zkh0h3g/JGKi8CQHAOME+3sLUFmrwiC8v0R9rHP7iJfZfcYNu7ecTotNwQRrxyRM97ibq9aPoFoWiqYYJ7rRDOJidtZI1pGzLz+VUdJ6em9MNp4oHLaY1gYHmUceNPb9WmXbPzJEEPeaop8TpRmTsZKg0hhMWTM3pJBF6EHlJJDACQJ1eQjk308k/jyunNhRzynFCWjbl75K1RWZw+rWHSBo46BlvRQ2vwnjkMC0Ywae9JctE0Oxo5wlaEM1kNIw4MsNckOpAY8FkdPGsyO6/cVnBL8kWUQrlQDOdR7jlMK75B7YjCFNdTOVn9zf4OUbHJpKHIGRq57HYTaREnu9ZYIkJEAtIM/+a5s/Q7g1Wr3vYiwEqRvhlxTWS2QhK8QAUkyUzeu4PwtKBl4KxH8jEaWq4KWBxYNE86KB7j6QrJD2bz7lt4DSsm8r3Rqvmzw1s9nVhVfgy8eY+FRAP2jntwlpgmKB3HdThsjSheW1BfCNgjUy9rxSglZPUjcA/mzx9QEBgDAC0GCuVe5Isn33RayIBEQ5m0yE963QXnIbExpGCjrl50KPnVDLS3wFaIaxqXL6rKYVpEE+Pcanhl4AeGe+lcxy5TxjXwkKQAtUv2Bj5w4Bk2Y2pqKAHriVEwEgBSzoqUG0jmoc9J54x0vMmpw8M9LWYTtq5aNsHamodgZGxZlMWjcJ4CCmeHZongPVBzgw1NxmZ5qr1PB3KTCK5XJeADiIB4TMyHtVlClWfzoy1PC1SjSvNOMD3YvZzClEG44ZrFaVTVz/OxOjZTOmHDywMhS1QaHRdT9A4ylrL+5nRUEYjKTPvnSlB9SNcP85eLjHC7BybMpmomz2QsqFkSEBmfFkDTGpmHxjF5yGzwKwlMJOZObIvpMYgLCsaaV6qovt95kvMghl1oRBbMYtUlN/UFz1iY2n0ulLorwHtQ3kP4lMzroHhCHBbBTPQkDhHtUWryr6hp8S/swqpQgFTbZdEg66EQUandgAYDqz49+DKBJkRdWVtTJw2qyQgbErYvlCjP2LzFmqIgSkbxhzBaXcCepZYwamwjFJjCwMgZmZnYp2RGQ2+lmSaChiODJBahEajuqB+O9QGsTbCOgICsxzZ5K5t8XdQCWjv7Us6xe7lJV9bln3m6WdmquWtNE9MhWVJP5gZfM+eWLHKqQceybp5n06JTKqK603teiibkwauLpKUF0v5uakiJb+8RqNYH2UgVdKW4FWhsxOIlteYa6fPs1bIQyGCacLiUQpp0RII0ny5fmEwHhg8+Rqgva/QKgJhAM/+pMggsB3fZneDz2h/QoB2OOK6UQGwI8FZxq/zHJ+WAtp6AkyxAqKWXwV01SH/mpA86w5fk8VTbSKTQIQ5Na6tANwKw1ojGb7XUAN2J2eA0ahPyYACWHuo/Tjfz1w3VK4wUfPXre96+EYXuWS0GkqGbWQ5Wtj9iCSeXYCAr8JSig3TDezeEwA5XOD8Kw9ge9aN04ET429hKVpNkDe/DmGQJPHtUqNIKMccpzszFGioKrHNkpKmpyhx6hK7Ln/OtBJJJRsCzOVQTBeZRiWDxLaC2vUFFJsHbBz0qRChtbAarzBbSr2kFLBeFgPwMsj7jXglKSa+EK4vyhze9vXbATxIKX38yp+9Syn1swAuAfz7KaV/8Ln+oVLq3wLwbwFAYw8AZznhdRb+WOjYvReTPzBKzSf0rxxjf0ujugRO/slDYBgwvXSEaEj7b06BxQMP09GhfLi9Rn9sUN05QawMpjVvlbucZJprRT4h2mihR+a8egAFBeVvEvxhg/HAMMoIwOpNmh8NRwbrT++RtEJ/s4HpI5o3L0UbKNEuU0AyLZrzhMUD5tWrQdIK+sgmB7iyoXCyCWugLrdQO2m0FGUQZpgQVw30xMM1Vsy9Rj/Opk3XlmQO7AcyAvK/t6agwWriFEn7hNAAMAamD7A+FW1/udyV5ZaLb2M4yTOK1H9/ZYrgWIhgEH2c9/B3Tkr6BvWNFVQ/wZ5tYBctN8RM+3MWqTJF4whg1ukW2UmAEe27rTSU14iedD3TUfNJI8FYNHWFIrysZzT3bVxPrV13MG/sFvSFaDTCUiZU2150bgrjtRVCpXDw2giz8wiuAtRshJQ00D5JcDsW6MEBVqZAUejetmdRZqcEO1AiZDseVGbnaepVG75nuU/JkFmgJ67pBNKnc2LG1DJ6KVqg2njGLzWc9PrWYFyzcK7OA8wUEcRA0u49ox19fJpmnw8v0Y3notLshvJ5685DdwNSUyF5PnNBG6jDliyBbc/PvZieRq6HDLQpkT+MI1BV8MdLxMbA9FGkClYMzkjFNz1N61Tv+Yx5T4aOHMiUTEnzngEsa0qELFKC2uxhL3aINw75niuHuKy53p8IOcvomULoLOhupwqFUmWqbZbltE1xIVd9ntTy+coTM3hKHqhtlgmFUhhPahZAm9nU7pnWbnVI9peVIk7o7mqYENctn4nI5IH9cxWGY5r7KQ3EFrADi8T+GhlW1ZbNfzZNSwbojyHgLlBdyqRL/HHcVsHuIWwvQEegukwlNjCJaWy+kqaBph5nL4fxqMJwwvvVPpzglwSBfaPRXWdSQLQs2kLD2LzmycTkoCkQWMpJG3m6qxQZOWL4lR252axyymQH/oxoIRIIKZDHVOIUMxXXCNimAtlRobGiWw9ItaO0CASrfUNfFAgwrgQgLAay8vpQOe7dwnwqTX0vLCmjCSz4OaFFDRPSsoKCGJI5QzZWMRq+UsTLhC02ls9Zrk8tGQqxdjA1X0ORmBxzkqh2A7IsJ1P0IakVqbH0mkhA1dNMVedx9dtdt/aAAEkgNTlWlrIP7ZAM4M4HhEWF/maN/kRhOASyD00yBP/NEDjhfbHDfmpx+IkAvzRMOFlIMwSgfRLRSE570hbTlYSiZNiUZZf2UKE0CdqnWQ6kIV4YqTBjoGkIORzzfk7LQ/iFxtQq+CUwrQHTA3rgmnW7hKyZ12MoTvvFuM3kxphnZHSUa5UUD/l6vzBi9Mnn0jcKek1fiGQVWVwplXsVDJgMIFIPX8tk1ud0pgjbeyRnYPvIZJjGIhoOQ7L7fTm3M5VbpHgp/z1i0c/z60iBVykBY0BaVVybg6z/lNhcAUU2owKZl6myhcFTAI2rewjApsrwJuRpM++dPCs+QqUAjPLv5UwIJ0vofppTPN7G9Zn1QgbYmeIiQO6SptVm0yGsW2xedNjdAWIdYCYDM7FOoFwUANioa7lloeK96m9w7WSwRwXAbcnwsgMQHLiPZ4aCgFUZd1EesANBXbedzQJpLsivqS4ox5rWHIzVFwF+kRtirvFpyaPPr2QdT/IadhOi+BGZi66Ajam25dzNvgTFKNYo2K0HojB/QUAiKUgzD/FUaijVEnmYdgZqkesnrvlpRdYaUKHaEEwOS8aM2r0v528GhvXgC4iVLKC84l4jvjhJo0hzyf6kJ06O4q7OJ0xLi+joZaXHCBsJRGdpX/Z5Y42qkYwTZjRRu8KilDokM8GU0UgVSjQmIiWvxQg3gwl5kLqsS4xtqn4DgwlfvP6Frl8vMOH7APz1K7+/B+CllNITpdT7APw/lFLvTSldfuY/TCn9ZQB/GQAOF3dSrB2NFo1Bf5NgQp6O6jEIeqpRP9jhms+FmUK4eYxpSb1dd5N08YNP7MTQRLTnQMlGrk9HanXHQE0rIPQlhRQUUdME+KUrm5nds0lLmqji9o5DaFikNqcJ7nLixExMtbYvNag2EdX5gOmErAmznxBWdSk2Vm8MsJtBDLSk2U1XpvA5SnK54EZw0EKf7/LNk8kqmzq9G5AWddFX0UNCFYSyaLArx+LSC+RsNNLhamZfGIX6yYD6qMVwa8mYorZCur6EyUW9uUJdLZotfhYlbSE3J5OHmgDlJRIxEtxA0LCnO6ZXBAIRShgGWC/nwzYKU0MrZKdddXWzBAqwUbwXgqDFUwS6PBGRQz+gRO6ofQcojXS0RhRzMvU20dqn1m77XIrZNT4lqCog1g7D9RrtvT3CQQu9G+GvLwEAi0cBpifVLlklbIS5OF3c9fCtJr22oXO3mRLqy1TMfKLj52WkscpSm6yzzZS7QkcGYLYTghTx1Pjyc5wOK4yHnHCYHnCPOyRn4BdWmA4RzSnkAObEpLoMsDtSBpUYYhU9qprXXZ46KYCO3dnwKjsnjwGpZmOdm8OkpbGvCC6q5GmwpTWUs/OzotnwoV7w9a4d/IIgil86AoVjLMkSZuJ/Gw1hJDRsFmUNsjjMTvwoa0pZM4Na2gDTAH3ZIR600twGgqBNTSq5D/N0QJMCUszAsnGpJnABMX0sOICwFpLJrCSaZaqrBXG+x5XFcGJhhgR7Vs2v/VnW7vJOggbNKSuL8biC20xIlkBSnpiEBZuspFlo9jc4NW1OyTQYTtgthApwWw/t6K0QKmA8TmjvKTTnqUTWuQsWVmbPonX2TuD01AxzI2b2nhTrK941djczKfrrFr5WWN+lXMMMBEX2Nw1CwwL48G5kZv1j4OBTPZklSjGCz1/Zc4HiSQM1x96afWA9JtNfMyXYrce4rsozWbSxDlAL0l+hMFPDRaYRajZ53nFyFY1CcgSvCR5oobuy2NQi9yo558aWODwl4CzBKCkar5hzFSlCuDKFTZgBXJF3xIZxpCoQXMm+HsmI70NmxsgeE41CWlpUWkF3Y5lyhUVFQLqWKXIIM/U2AxwAxgNxp99VjC/7PNZtXNZynqQii8rpBmFBen+Jx0xsylXk50OfkBHTcoHrJ1s8Oq0xrVlDhEqatAmoL2evhKR472xPVCIpUsmjkCqyqWOW50wtAbXcsOU0mpzWEKxBckqMpwE9qfJaAaA+BTLL0u4TqsuAaBXqC5G8XNl3s3ks8utU/IxVSAQwSrMjso0oGGfMQJ5MvK2GUqlMUbWfI7C1GMbm12emVKbESejf+ef4Bb0i9BiBQAAfwjYoTfgVhuJTfjP5zPCRD6/8tzvrKAPLoGpKSI2kpzg7S3qAuSaJiQ1XzAwJ8Pxxtkx8oTVi49iQpQT3ZI/CMgRmDy1LZs9wUkF5B7ed5vjqZ1m7izupAIOVI5vIGgw3Gq6fTYfpsMK05HlcPzFwW8BtI4ZD1gqhJWuA9Sd/hpU9MzQJoQbcpcLiPv1BmMZDmY1vRe4lkcYpkekQJVHFDJQw5PNeJTJZdOBnVF8y4jVHjHOPIkvS9jQzLXv3CKhLYPGIn019RlDUDNOc1lZneZ14WtQO2U9Ij6Hsq/kZS8IYinZOwcoMhvGkBiRZQSXKCIqRt5gBMwpXat2ziSBgkwF/Mv780knPkeb1Kh5jyoQC4NHDRxXQKhvsAgIgRmGUTRF+7eTPZT0lytzIYBb9CDCDALI2EwREEIBbhSQsLwK6YVlhOKb5ejZKLVc2yY2sd/y6hrEaWpHB8Rv06icMv96voVzyWvpf7eu+kK7/1sEEpZQF8HsBvC//WUppAHj3Ukr/VCn1CQBfBuCD/9xvJkWNmjzCiTg0yyShfkQd5nBjUQ4+d95Rgz8MMEqhPnPY365EExnFbIVa2gaAniq4S2r2o+T3Dtec6L8VbC96QE2Nq05Af60S5++A8dBhODJXMtS5WZgB8K3Cvd+2JJ3+LNE3QQHugpS44aSC2wbYix7dSyuEWuHgtRlIUINMPq/EEiFGHpBl2k/EMxyvOHl/eCGnQOIkapwQXrnFHODs4WAEPBBJQj6o1aLlASYaPX/YYDpwsFuyOcx+wuIBXazdyRKIgF8Z6ClA7zhJwjBxatxQulHckmUjTBJbo7JGSwsL4mrD2Q80txQAxF9blel5pqviqHmqOdYy2S4eDbl4COI+H3k62vOZ3q8moQQ7x2J2s+MGW9dAxegdc7ohte4z6Mxv98qHEMB6xa8cddZnW8TbR0iNnTPg90ESA6j79g1Nj8aVRn8NaM4MbJ/gLiaY3mBa0iFfT2LqJRPtnNGdD315KJ8q1JIzBWXnNFF0lUJf9QsN3ygs70Ux5iLFU+089FENu/cyFWCjNh5WwMQMdwAyLZUDzNm5mIuJQFVm9hTXZ/FO0JrT0bZiskbrGBua9dhXCtzCRjGGtNeRDWCqDMK6RVhaoSzzvdEXgRMZuwloNoN4GAh1dllDWUuarDEzGy6lWdKQJ9ROsqUnRRAuN2/DCP3Wjl4kAiL4awsWIEMgGHbVhFL087AWySRkB/FkDVDJ3pcbg2LUJAVz5djwhjBrSp3DeFKTaroPwgb6vJauuLo7+IXFcGToDj96TMsl7J7MsGg5ybJ7Fqe7ika4Zkycch2NwJMGtpvjZjO9s36ssHxIIGE8EOp25Oejvfw6ci/NEXnay5SlFyBBni/KGiLCusJ0YLG7Tdfx+iLCbSbSs0WjbgZg8ZAA1XDA+3r0sa5MgdQwMekFeMpIrTRllYVf0v3eTPN7UiE/mx5uazEeiDRkCkVvHyuF6Gwx2wLm3Pa8T/hGI7XUFwPAchtEcytTtpCkGQ3lWc7AIAC+9hjIWvO+sIDIWLvyAWsFZDNQ0Gwz1Qa6JxsuaQ1/3EiGPGVAqh8BaxFXjgkTEWXvCQ2f61Apcd2vSmRnvgdxVcHuppm+HAPScsGoM2PK1D46DdXmKdwzXtldvaYnSnQa46GllEl0zDqbXjph0zggVgrT2iC0K7gtcL5t0TzUwvhRMBMQR+6rKgDuYpJ7K/e9xOQpkTtwHVPCkMqf5foFCgL4RhrPWRpe+lZhkmSJahNRn9FssD82aB8By7c8QqOxecnQuR+gB0jHdZJTPLi/y5rVBMCYkCAAx5Uo5rynVBp07I9k86hIgDrJEsoNj/KJ25impEiPEW7jMR4Kc8oLSCCSA9PR7DCKgV9Jurmy15TfW8Nzuxtn9oqcbYVZMIXCeCMgTJ8NKFUidFNbzUaLFzsgOSjZt8veLoyNkvhhNZMatEZsHYZrNaYl9431doLuhiI/KCzMlBCWNZvE/Bh+vhTmKwAYrh3KwENiL+X72o7NeO8oD9vfMHAdmQL9zYBQG9g9JNUBxZTZbTSlZonrhYkDCsoBw1FOdACc7LlTy99rPwMJpue/iw6zAWwiC7I+87D7Cd2tBnoC2kcTprVhHSMgXLWTvcYnuC7BbbxICKR+zGw/M9/MfD8KMAbQzycnKVUEqJES08Fclm6kwhDgN1KAlzQbgPuXZ6pEcFrqgHTlnOV6Nx29m0Jji9FqMQNPiebdydE7Qfxo1BQYGy9eamVti7wJiV+jQ4K/RW8eLdHAoTFFYu022dg9lfuRZW+AmQE2mWkkR+DLH9YYjxzGA4kU7i2M0RJlOadrZfmxHsMcf/x5pD+9Q66/8RY+/R8/n94Nrd4mXfPX8HodrwLAX/31fh3Pcv16MBO+C8BHUkp38x8opW4AOE0pBaXUuwF8KYBP/mrfKBmNeNBAX/YIC4fmfsfipZqLfWbcxuLcWo8eqJfwxwvYzYBliJgWLWzPZtTs5EEePNq7Qyk+4nrWtpopkSI+xlLsJUMAYDzIG0Sm9bHYDRXpZtFd0fVe0mxm/caI/U3Hof9uRHIGzZMR9nQHaI39LYP2kRwEISE1FUou8pSnnwqFExhk8msTlNXwq4pggdZsjiMb5TSMZdKvRXvpbxzw202h6PyyeRBa0fM7Az142J3Q/wcac9l9hfHQCFoPKZ4s3P1LbqxdB+gFEA1zpTtAbXuoYIvWDEl8GzIVlwuErxsQ8y5xxm4tzQjHhPaNC6hVA79yABSi6FuREkxry5Qo56Tbjn4VZjtAbTuojUwd889JEen8EuraMRHdPK0fBmCaoGOCv3NMIGP8PDZYxUlYUgrVWU/abutgN0Ohn06rCrYLiFbDbT1Ca/h+fUJ9Ic2SA+pzwO0j6scDPULkUKRxGe+DKRngqnh3IIEgWGbsRFWaluyq7RecZHvJT4cmjREAmlPPQuR8gNp0iIdsJPXgy/fZvriQgiKUSavejHODmwsrMxcDuTD0BzXvbSRNX0vEKXWFBKesMEZycUx2CtdpNtfj52qooTU0QszgivYJaUwYV7oYVtrOwFx0TBoBqaShsUArkweRvGRad/ZsyM8eJyQGqa6Q8+vLM3p8iFg7TCct9cs9p7pqYgxWrE0ppvUYi55ST3zffmFFThVgH3lJiqGLtH14iRwlC4BT6NEDwbB4lkST+lE3FzCfQed9u1eyGuMhM7htl2DP9ggHjJTTwhQhxR9Fb5sMYDqgughwGw3/qEZ9xuI1v0dORbNpXMS0MLAdi1MoAJHaWxXytJdUbnc5wQwiPxCDVzIEFPTGF3ZLcArTAli/EbG4zz1PCciofUL7KMIvDfY3Dew+QQ+kxuamRI2B+2dVFZYO8hRSkTofaw1fK8TAZ1UPbPa1GP65rSeNPGVQj5r4PB3OyQsqXkkWSYlNa/Zw8Wwuk1VPTYvMEKT4lIbLmhKHrLz4EsR4hdIqe6tWgKnmZ1IxwSGzLZBTcawuOeaAvEYBcfLXZSZepkIz0jO/D06yUUMkPEAwtnz+OSUGzgJhXpt69KjPJ+RI3Gldwe6fEQmLCbof4U+WvMcAppURGvOcCqBCor5cfu9b/joc6DLJ9W8ucXhXgAAH6I73stry8zG9h88eJlOap6KK96M+TzAT64NQ5c+djU6ogKhQZGu+VQIeK/iW/2b5IMBtOQWNiGgfJU68tcKbv5O1hNsoqKhhel8YS2SASRMGIKfxJKvKkISMBy1mkGQW2P0Es9cwveP7GyOTKWR/ClZBWZlKR8weO+BzW12MBaShyWUokdeMvZbnQs5T5cPM9DKKvwdmFk3Zh8RbR1hpqSLjMpu/IgRK2pQGGkfmWu8Bo4pnFJZ0/w/rStKNaJSdZZpaGkmzm71hILp3K3/PN6ZKs1vM/IR1WZ1P9PkJV2RHz3ipfYd4/RDjScNh1j4IoyoBhvtu9pdQEZgWBKjWbwX42gIrjykpmF6jPqfMMac71U9AIEh8bbKPAT2/BOgKgNvkJCwF9GQcUKKQBHxKMGNu0pkoZSb+fWgI4NshiumjJNNcRPoshATAzIwzqVnKoCPT9ScPJXqiVEs0s+YaTlpBj1LrKQU9BDgB8syQCjuTi1aad624/0+51pCzyBMMVlc82FSaaz23I/tA76fihZY9dJJIyFSIgO+hUl2YAmoKNLXN+7bIg7j3yPePZMm09/Zci43Ih3ce1Sm/b7KGflbCXiv+bLKtc61GmNGT+WAIVkPuxeK+R3U+wopnVZFSxsQzQSRt5pxyyNjWc3LIb7ArpfToFfXleIA38Bxe/nV9LefpMRwcUkq/+Ov6Qp7x+rWMhvzrAH4ngOtKqbsAfiCl9FcA/I/wtMQBAH4HgB9SSnnQ9eb7U0qnv9rPiE5j98ICB7/UQfcBl1+2EqM3BdtFVOceu9sWB69N2LzcwgwJ9X2hTB45LE53cOc73Lh7xuJlt2ee8Loleq81ovgwjIekVblLZgabjjFc0Aqh1RKNRXfnqxQr39JcSXugvmDB2jzxjKN56zFwfIjh+QO0j+XPugkRgHvrFGhqvPWB2wCA9auXCIsK/riBbwzczsFe9IBbzpTQPNFJpFaFVYPpuIaKCd5oqInvK7vLhoWDX1oWOHYNHRIWr57TVFCpWfutFE2PRIagRg/lDOxm5NRfvt492uHwyY5RhynBCXgRT1YIywpm25IZAimOc03Q9UwPsIamWsumGA8mZ4BqSXBk5DRCbXvgqEX1cI9G0izCuoW56FDtR0wnCwzXLLYvGCgPrO/6MhULFQGcZFkMTCuL5ESzO8Wii1Wjh1q1GG+sYPYTzFseWC1m9HYcxe27hu2eHUwIrcXlyxXWb0wICwc7egwnDpuXayzutxiOLaptRL8w6K4buF2E2ydcvmxw45/1aN/ocRAC6fYy6YHogKm1TYAHUiVrUUzilE/QUkhn/azZjbgqPWFG8wrT2sI3NMtLhsVtc+qx+OgjslNOljLdM9AiM1Aj7532kZPMkFCfTuLWLJPWys7FYVmzCcrZknAwHlaSLw20j0Z+XlOkGZwCokyYVIjAokI2USVgIG+5MYWGqiqN6Ck5Si7LOiL0CFgTEWtdTJHMfir+A3nqpSdGVPqlIy1+54uJWaosQisNmdzPpBSwEBnMfpgdkX0AakfGk2Sy5wmr7qeSlmGyl4SwSTJ7xO4kSnXw8NfXCK0VqrWADiGhOp9gdiMN67JOfT8W/fx0SF+OpBWGYwP8wrOt3WlhcPc71zj8FKeXi3sD9q8cYfuCAxIQaifUWBQN7ugUmsfA+i6TB67/IoBfkCZj8AVIsnuNg9cSoBgJW20jlAcWVzLj82UmTuX0GEnfTglhWZGNMEVMaydpIitGJ/oItwu4+bMj3KnIclY0HqzOR64drQHUaB+zWNcTY8C0polWXNVQkrWdJScAteaxYprCtKA5akiJTAytBVjJQKU45Cc+g7mI1bkn8XE2BgaARNkGGxhdDPKUTCbpZ8LXy3UUCCS2VfEyUJ14HNQ0fS1smdycidFuNi7lN5ojxqJj45hjILNJmOkDzGWHVDtMhwuElqyLbNSmM3kgEfxpH/QFMEcEwb7EiZeaAmLrEKuaDdxIxlE2WjTbCWFJZqAOCd3N2aj3bV1K4eJrrgMK6E/oi6E8vTt04NrzLYrzvV8m6EFheRdY3534/g2wfEvh8FOMm7NdADrKuGwHBElAmA7qkh6iQoKyAqgohWoXi+FonuKakesi1HTVN7LuxpUSZiO/5vDTnn4gcU65MSGxFgCwf3GF537a4/Il6q0Z2cfP0G09Ql47kRTrsLCIRsEvDcY100uUNFlmYvID2W1VeZYBwC8p6zRDLNNt7q2KxIopwXbhqUZHi/QjLC38ek3n/ilyLwSbSd2nwsiiKTPXQK4/Yu3mAYeA7vnXWPTcNU3lupE1A4Dx5WvludMVp8Jmo6CMwnh7jf7YlfcWalWMhfXIhrg5C6XeUVumQbTnMlypGN0bmwpYSArAwLX8FDPFmRJH+sxXjHj43S/i6NW+AC6bl/ic2D5hWiwwLRS6m2RsTQcJyiuECcVvCarGtASu/fJI2ZFTGA8MI3k5g4Eb6OehJ/4eit4JOlCKw/2KceIq0gcmg0S5gc2fN6M1hV1oOcVf3N3DryuEWqN5PNE/6WyPsGYKxfa5BdZvTMjxpspTZpjW7TwVz/ueTM5TRb+DPCQJrRWQMxUpgW8JcibNWry68GSspSv+GMLETJpnre55NutRFUNG5Wn6XpruFJn2FgLshWItPgyUAVsLHK0k5UHqc5Ez6hiBKPuX5v8xnSLNgwofoKyFAWC3I7IRu328JcPygPHuSYuZtgw1k6LfDgDAKH5dAuyTLdRmj+rRBWsVLb4+bUUjT5EUIfs/ZM+ynHL2+PIpIO832vUaPnZzjaOHt9KLv67shE/iwzjFg6/5dXsBn+f1a5nm8H2/wp//G5/jz/4mgL/5rD8jWqEg1g5hSQffaIHtHYX2kQaSRXMmUU8LFuX+qIVfWFKzd4Og1ooTvkVL+lHr4JeUK9hulhH4VsHuVaFARUckv+gBO8bPQBDGZDTMlNFH5pzTDVmXGCL0I/W9U4S+2CMeLmYqV0q483fu4a3vfQ7q0RnMtUOE5Qqh1dDeQLfuaTOfjN6COtTYGKGRMjFiuN4WaqJvSf8al6QWNmcB1eMR6uETRhU2dTF4y/FceUpVjIdiJLIvG6vKbtxaIx2vSSMUUCBaDdVWZYocnYYy/L0aZipuoW6H+Fm6ODVNRR+uMk3SXsn31YDqJ4yHFtNSY/kWp+7VhUeoNewOc3OW5skTppkq7tcOyWnoga93PHRot+JPMU5QWerRNnBPdjA3a3TXn11HFiqCS/2JxeJ+RFjV2D5n4HYJw7HF5Usabq+hAjAcA0jMOJ5WXFslBnAIch+yZlvek1BDqfVTCI0hLQ6Zwir/NkmjkZvX2tGLIkoxGGgglBRQn8kkxNliMqd9lGkwKXxaaKZqGhDqFf7h3/z38N3f8sPQQ0Bs5D5lGuhTkgSFVDv4VYVYG/ilwbTKU3knRYwU5uEq3ZDPm7vI6xDFTZkxeRp6iFBivpSnXXqata00q8t5yzTCK5GJZF5KU0ZX5fJzlSppK1zjpIvr0fBAFo+CrAPP5qXKeyRti2ljbMi2mQ4bxFrDbkiHV0OAEbDBHy/nlJqUgETDzOLwLPdVTUxuufjyNZJWOPjknoXzHuIlsYLdTvArh+0di+7m58FMUMDqbkJ/zAnXeFzh7ncq1I+oxe2vsXHKzb/p+ay5HX9FTKguJuh+KpOa1HJqY3oPPbIxMFU2fFNlyp0lDSqIlnwMfJalsMzMjpiEeRMTG5vdxCjbCDIUVtTJmm6C3o9F35raCs19j2l9CLeZZpmCl6m8kf1IfG7yOgxN9sbRBUBOWiNUnEAXACGw+NOegLTdUZKhfCxeCzkqdKau6uL/oIfASTNQjDVjW5VmLuuG1RRmpo6KjBeW70W5RjXTua2e/+6KWVfWtF/V0+fIRNsrPldTBIyBX5M6Gy0p0bZP0CMZfCrKhKz3NKELCdBXnmFpEmLjKBFxMg1u+bz6pYHdib+LxDDGK9Ket3slqxFqheGIkkPTA9tXEsKNCRg13GOJgr0iRdYT34sZArwy0FBonwToMaG6nMp0vmixE1kNsebk1ZjE5j/wfqSrR0Viw6cFVIryUZlhpjWbQZITIGf0+UgPB4kgtBcie+wlZQYr+dqc0pNmiYXcT+TGX5GRQdCB/0sGhbUWakAFBdelIo/LoAcd++V15ihukWrKFoHsTp8i33vet/MerodU2EixMoCazUdzM6oszxXI85S9WlRen8XvST/lQ5KMAhpH4L8mqKh8ovHvFKBFqhBcJVGVilR8GRLZjqa8euJnb8+7GZBTmmdCBpzzHtZYeGE3aEn30lKfhdoIYyNgOmmfad1y7Rqs35jQXa+o6z+gD0J0CrYHpWANxFwQ8MsI02nECsiO/6u7U/Hh4D2jZCbLFTLwkVlE2VzZDTOTIil+NhlYyN9LRf4MPQbE2nJ9KsDIWab72dBV52Y/RJjNCHWxg73YYXrlBj70v/8j+O5v/eECDEVHcC42hmzfzyR1aCXAiJZaBzT7VCj7PxTBOAIjEW7rYXYTGSZAia+N1jy1hsLCwm7CDK5GcD0NMnypK2RtmPKR5uXTJOzfyEn/1XoZoGG8DyhpI6IHyqwKSjPV7LtkNZmPPor3QaR0wjRQIaJ6QlBcjZSCxGtLkaVSHmE7SqXVQJADQ/aq0aCZRcP9+6Bmms29DeKyxnRcM22u8zwflAJWjLMmA/833vWFwE54p7ISgF8/A8b/v1w6Au2DSZyeDULFuKUcT5OMgtsEdDddMQ66fKWRQ3kikJBdq2NCunaIKG7uYcGNJUjzDQCmp/4z03i1l8gxQOjiQsuaIulAWsNuSKfzhw2iJRJZnY08mFIChgH2jOY9NAQC9L4vtP50eobbf/UBYohQ148wri321w2qhiCBHgNQ0+kaAIuhjFAK9SopM6PujcJwRK3auEaJU1t9YgP96KxIGTD5omGn43FkwQ9wY8kO8eJsj64n2jlNwGoBf9TS0VYmTtpfoS5GFB+LuGqg6gB9ugXGCCVgRNHFZSM+pYqDfVo11KkdLkq0GxMHFkUD15xxqsgYrCCTcZGejIDbTrPx08rxANWM/BxXGtXWFAlAWDmY5YLMFa0Rbp9gOqpRPdpj9foOsVo9+9odmQO/fZ6TtvHQwrfA8j5/ZnNGCuDFe5Q0s8DZK6qYX9G4CgRwctOQi2vROecrKUBBlYNZTV5M+ug3woPRleYFU5DUBMA4De3FmFD8CeKqodRAtOhq5GcCgOs6Az4+4v3v+wEYn2nn/7/2/jRoszQ9CwOv+3mec867fFtmbV109SJZDRKaQYA1jhnb4fCgaXWl/+A/PSbssBizKAY0gMDGahCbzSZpJrBsD4hohBwiAllYYSZgfmRVFy21MYNkaIwElpruFkLdqq6qrNy+7V3OOc8yP677ec77ZWVl5Ved2/vluSIyMvNbz/Kc59zLdV8XtS0QQnHryF2lMKM6fT9nwN/tmBLYM4HAQDntI7ttArgF3TgKddSgUGej5TrNKslZ/b7MPxpV/RbALPPsuc4P55GM3DVWS6dU2xIUMZnJBY/AgMAJixHKN02OQavcmfioZkjYn5ZOuvERWFMoMDnOpJuWwa3frcp4jvRM0JA7Qx2TGD/P6v6mzKt3+3Qt2O0ibEro5wbVCVk51SrBvo5zw3h2KCPjfyxesEg2YOdrGliGQR8mB6bNIfcZ43P3A4OaftZ9MGRcpEkFu1Lb0NqgPVAWinbzC/06xHfOV2tBSBI4m98D7qgrNpkh0+8tKbD2eK3CsrrXtD3WHzpAc4vsDhgKsSVrdISK64eifcqW0AIxRygMmWgBSLpOQg0ALCAYMLGa3Oo54qKBaqqVrtoP8+FM7rXL16uXuCb6uUiLlGAikJpB9LCIcFkp4wfFPs9HFl12JsiCcXl2HmBRxgDYFEcVAFCaskSK+uUuX6q4vv2U7xQml3xOs2K6BM4emzXHeVKtY2d5rrkyxUHFz4bny/jEjqJVSvmKI0O+MYAfhGXPg/lbHdaXOMOeBPAHAbKw2PlVi52vkTHQzwU3vw2ITYQcW6q3iwzryavldE29lezaQd0fKfe8WECvGDNUp4GjahMm68V5QxP1zFRJFkghU5SZ0MJQmZ72vYBb0hnAnKyVsUctAbeKWF92tHMUniNthIHoTRkXyrPtvsnz8HpMcXhmTeDX+gaQmF2ByLyUGEvnNxfKhi48yv6aY6Iyn66MMAmp2Fom54DsgAKNpbqBJZdmdREk5ZpOKpqcBl0dK6ULDk9NCEgAdqeIU+6d1aKjTaMzkGWLtNOocDbX9OTtFZlmlYU7qSAxwpy0ZGoqRR3CIkWqLPz+BMkIqltLvfd1EV4MU4tu16E+yQwzLaRuOEudB8mp3pEFogG6PYPV81wz7k3q0pherR0dYJ9pUf3SDLZjcUr6iMn1FQCgfYZjEqEWOpNUvC90GeFlCw2Kvg2ge7nFwLABi+cuMwDC8DcLGgPDExE6tgokZW4YHUkzhyfIjgN20eE7/09/Vt+lhgWYlJDU4SW/k4udoqHbQpiYoaAOXpOgLKBc0E7C61Afsahs1t2gQWEFEDucQ0rws6qs02L/m0cWHUcF0PXUF4uJo2+Ajh0KpHN0ccixQtGuCYMgoo5Dku0bil1t3q+TgRanIvxOzSZXJzB7FOW2t5csNKx6hIMp/DMztAcUwK5OGPPY4xZyvOTxtd2wjq0BJg3CwQx+VqE7cHw2n9tBaGiPPnszUZbN8VlIpsb6ucn5F+8W4XGzE7aVlQBseTGB1XOD6jjCTwzaS3whPvvPO1S3W24K8wr9joXtALeK6OeWlclbC6DtkFKEiCGFXa1lAHDOFSgzmjn4sNrl97u0jTNtLBtGFgoiTc/yZbTuIF1AtWyR3CUgAfZoqcm3LtZ1B0x0XtWAibz3HLlYrBC7DmItTr75ACcvGVRLsIu36km93q3Q7TCBqJYRJjHI9lMzWO90qcxdJosyx7nzRkRzGGBOV8NmCajrAzfsvPmw+8FubFZYSo12XuuaxZDlCmF/qhu0FEEju+xZHc3aCHptM228OVpywCWlIsKXclc3Jxu1Uh1ndZlHzd2gfoeU/OTYQQcAu/JFmLG95BAaweRWUGqmigVpBV1Cgl0FdDs1jj9iUJ0aTA7VymhaI8klNF+JiLszdJcbDfB4z+1G5f5+YTw7R3u/2uHkwzVCIzj4lwGzNzjqMvsadSSOP7oDt6DqcawT6iMpowT8QWZQUd/oUOeA3J30iBOKMYYpKY0s8oRiJ5R/DoAiVGhUZC7FCkbHArLXvZ9XiLVFddLxpZwpqX0YNDzEMNBdrZF250jNUAiAtVpcY3K3aanWT0UDBaqRm6AdEKXeJgPECSmapiejwK69MhQiEFUFPJlCIbengw5FppDnjqJdeiCB7Apds9BiRC4g2BXXbmqqQXexMoDwZ9olx4wyiyNWBjb72Uewk60dIlmsEXemdItwTFDtismZ9BHWR4TpIH7JMRItivgEd6rJp9UunaAIDwJAt2uAUJNmDiBaBz9l0YS0Wy2MrnrM3hi8u88Lt4xIz1h0c7ov7H/BYuf1DqvnK1SLCNMb+BlgToDZ23zeTE9tgIyifD4ZxlR40Lqf9pFFmDxTmrSQpnooScWuxCagzoKG3I9lowCUqazdQcPkTtXk7bIvhYRUW0D4OmyunQ6JtzMIl+dlP83MJtORwhv1HoTaaFcXwziGHm8W1cs2f3ZNUbGU91ZgUK3Pui6GzJosaJd8gkDXeP7x1moxgus/TsBzyeejx4CUKKCVCw1gwa1c/w3Hi2SFzeuN0dhUOmyC6oT04O6ghp9q8jexZNSsOPtc7EK1qGN8LAKWqckFmQhUAngqlicj6PaZaFcLYH2gHUllOjS3+HyIANE5hPn7C/T8zGJ2I+J4arB+Hpi86TB9G3jhZ48AAO2zU/hpBdMK6kPLItgyIo82yqbjhaCwEgAUanamHQft+MZGu+ILT1ZBxXdRstzjih4IoPPaFF7MrEjHHBCmDQhzbTjonlSYlWp927x+jOo27QK7ZxrVQsjxixSL4Fgre8bijM+9CcrEiWyemMAkLNRSNEq4ZgRwQOoFJo8gJRT7VdsNmlJZaI7fmAuOam2dmPgXkeCYtAChjYesY+g2RWZRChXwvDekg/BroxOYJIxNKoswdahvtbCna7LAHO1M84hntq/MwtapdnA3T4HliizNLKjbegrbFotKoN+vIGnGDq7o89MYiiKKKu97ugKRRZkGRtA5kISaFpObHqcvVUXgcPYWcOnLLcLEYn3JAkkFEN+cYnaN68lmBmIftFnGwmcen8ld++hAJoMWqvN6zPaoMEA0AhGuB5NHrNRZoCTmeo/MQscBDGNAVOp40EfO6Xc9u3XG4OpXfxhXPvqHef+e3S9ML1DflJa7+o4oIzX67PH9ps9IDj/S4MDCuDih1gQ7H1NxtYmgjkgfSxxhjbD4uVgzFreW7yVJA6vSUeQ8u4bBWWA2Qx53zM4gAIZ9TxtxSBt7uTHMFXTsNIkAKjqdR4MgZJeGyiBMdmDXAUmmyM4PWX+mWpEt5hYshsvhSWnuwFp1Z6s5NlRZ9Hs1neZetGiOE4znemVxMxUtCniDsOvOFG0uIh4nO2GbWQnAlhcTaFfHxT1/fYXpNQN3Qgu2VFeQVQvr9tHPBbbjnFR95FHdXPBF4SwkGWBvF3E+gd+puYkJ4Nakz64O6pJsZppnptpm+lQOcKOVQiWHYbAnq57Fgb5H/aU3B4G27OOqXfhcyEiVRXh2F/at27j6pR/Ex80n+ePmu1g9QxrX7O2A5paKtj03LeJxQII7IZVt9Tzn6ZKAs/QW6OeGia8AfkZ63PxrayaJOUgyAogBDDt88F5pWwmpcWXWNVslZnp7UTafNKWKbFdAFopMmyqwKRVl/dK5AHg9VOshU71M6DkPrTPLokF+mFnOf+9YrC8Z1KcR86+1QzVc6bqxdlg/WyPUguo0wi1CGUGJTrC+XMH2VA52t9doGgv5EOdpF88L5m/zmiXL2bLcSYy1wfqFOdw6DAJM50SoDerbHQ6+zDVhT9acx1ssIQd76J/bwfzNhOmNwFGKNwT1cYJZtaXDmIwp89qlk5h0bVY60hF17rsN9BGfOhhNrMOs0tEXA3dKRf401cJWCDCLFk7nBWEM5x3rLLJWoVLKde5ApNmUQlFvX6dlZkrAAd1EzKKDxAh/MKVY6S67uDnYzVR2iUy63EqTkV4FJa0gOLVO86lc95QLBSl3lwOFSpeemgQ+UkQvJzUA0qzSEYcsphiQYAGntEnHboXp4mCD19iSeOXZymREr+WmCJV2eNPZUYq8LlNDIURoMich0m4wCwdWFiZF9LVF0lpPddoPx64jUGFidV0HFT41nJu9zNlvE3TetU8lqW4Oe3R7VRm/ej/dXQgLPPUJf25zlLD71VbZBPySbpdryC2ZWLhlYFC96iEtnSTCrAJgh05THnXysYh1cg9ASULIsskBpgEs97MslpYMZ9mbG8zAUuPYiWsM+plBt2tQLdVuLAd1wJDUA5A3rnMf3N+j2C1QnAcKW6YW+Mbw/bPBUMhOK1kgUoImaEIbNrsehOWK3aLem0HlXU9SE8DYCO+9FSDyOpH2GzYS/Y3nX392EjolSOcHF4PasUih55xHxJIevwRwfauVHoAiapxMpqjHMiaX6e7JAPUhZ+T9lMUFAGhudeW6Fpq6zvpnO2A/s4VynanVfsZueKYr257PcL/n0O5tJKfnQBK6YdQnEZPbBn4HeOHzHs1NziOHmSvstclNdmZ3Xyd1u4jsqjZNaKyyMUxhw+V1MTCXAF8JqgVHGZK6JrnWwE/57NLVQYq6vu1YZOYzYcoaMD6Wgg9/tjAJmSllfrVGfONNAICZToEPfQB4hu/iLKBHMWheh26uxRCrBcmghQVQUBWJCZhbRdh1ZFMiDiyxaAExQpK3CJIhpZrXYWAtcBTIlFEW/p+d6zhrBjV+1YSRXFTrNU7SwppJASkoOwYsSksfhuc2aj1cyBKh0C5UK8nA5OKaM1h8iMXB6pS/ozqlaLCse45WhsSYzZqNjjIQZ2SWyprMUmsMKitoL1WQ/UoZOPosge+xdp9MqOaI7Lk8MnXutWtZ9HCnPaKrsfOGx/yaoD70HPHbn6C2wPrAIdbA9C3h/VvmrjpjoTCtlAGkgsoKP9O1oOyRZIF0G0BAEfSTAMQJkFIWEgeafqOQtCKjzq590YWI00bdQHpEFeaWniOAYi0wtcBqjU/Mv4vXzDnEDz6j73voaAw1ycjsEIQq2zyiFLmMRxl7DnUW/2XDIb+vOFKzsXFok8q0PdKGIHRyjqy0vAbFINtKF+R1lxLipCnNHXF2YLoBRWPAtH1hrZTv1/gomWHvLj9e303SBYR92lC3+9QwqU4C0tSW5w0iPF4A0VZ8395aDM4iXv92js5Q6mQC6HtUgO4AAAST29xrq2VEv+sALSBk++1u99F36x81Hhc7YZtZCcC2FxNUbMwsWphDj7g/g7l1QvtAa6mBIIL6NGFyvUX9lRuIB7sU8AOA6RRp3mD9wT2kymD1DIWj/ARAqqi2rH7mWZUcAkxvRnamDFAtAo4+2sDPgMktBs42RO0erNlJf2aXtlnaXTeL9sx8qvQUZZHlCug6pN7DHx6WQgIAxG/+iM6iAvWhZ+JiDOqbLUI9QbcrEBH4udMNxyM2BrbjZu+nfLl0u6KUv4TJrYB+t0KtNETU9TDm0ALwpIKVwkdtS9IonRZN8piIbp7hhQPEhn7pYeqAKS1xbKv2MiFC1kz6zHzCl7WPSLOGAa+jyEyeg3NKqUTU2cpJjaNv3kNzFCj25IDpzYDp2y0/XxmkyQQSE/o5ldUHGy12kGNjsXreaQclFZs2P9+BaSNm1xL6HUF7AJy8JNj/FR5/mtS4/S27WF8WvPgzt9C+sIPFizXmbwwB83nA7o3niAfAmTZL6j9Wa7ibBradoj7ymH/5EJve9lksDc4gVaYInxV7VGiBy6GI8tQngZTHlNh93Ojk5M5Y2J+y2KBdJdqIWZhFh+6ZCdpLTl/aLFBN9h3mXzlhYuBZlAqvv1FezqauqTTd9jDLFqlhcafdN1g9u9GNBlQEbeiGdHs6i2xZ0OnnArdkUhZqrmHTUd8BnSZGANkSQAkAkjEw4oF2oBzaNtBybV4z+NWACUJLy8rHMitZOvranc0UTADaOTBlJtT1AVFnaTkHrEFCx2tLmq1Fd1Bxln/p+TFjsH5x50xQEaYWbhlQHXewh0ukpsLqQ7vFGgoAFi8aNIdM6kzPkwgN4HeA2RsoAVd3qVYLTO5n9VGHbr8ua+U8kJDQ3OpQLSzswrOLlxJS5TC5eYpUV5hPD4oolFsG1G8vGKyr/kpsGvQ7VbG+G5TzrSbSogJ01CCQkDC9qclKpIhogCmssfUlU8ZW/NSh39kpx5rvLZkRCavLgpMPVnjh8xG1Bow5+PX/4st8Nnd3IbuRc9UNdSm6PWqYTA4Dls+q+n8ATMhJLwOuaskiQpgIqpYCZRRyUxcRizPd2k0RThaaHWfFc50j8n0SJ7ZoecTKILm6dMElDkysoksQQnnnQMXfyqiPFu7oA59Y+MrXIVGNfChwG5x8ZAK7TrqvV3DLiMkttdXcELUNtdWuPFXbs7PL4qWZFlTIWuBa5XsjWbpUNMdkI7R7psx/Jx2laQ8qzF9for1cMfHO2jfnRHPoUd9coblh8fxrtwExSPOG3ehFQndQoVomHPxLvm/qI4/q9oq/r/NIlUX37JyFux1LfQwH1UyA6mJwM/VTJt1uZVAtIkLNDm111KPds5rkS0mATD/ogbAQrGwRI/DOwjijLA8twFeW9ai2h//q15CzWDudIs4oLBonls4iNYsjAOAnOoYkQHIAIuBa3XcBBGExjKNECfXtNeqbLHS2lxpILWUfIesHyCK1Q3EOdDPIwnPg1/S7XB9+h5oE+Xtz4mc61eFoKgrvVeoiogwddzK8a+OEOkFm2QE9YGNuiKi7gxZ96SAiKnDnMf/qKT9vs2Afx9qsjgWlyiDOL5EB2GcGH8fX2ss1Y84usAC24zB5m6yH42+5RGbNkkUFPxGcvsT7u/erFm4Z4dr0/vbcxPE3e7LCcz+3hqw6Fv0zA3FhEKsGsxsR8bagPglobnUcpdJ12z5Dt51+ZrB8XtfdRJ+xDU1I6tQAyxeA6XVBtUiq9aKJ5z4/H2rB5FDglsP4VC6cJ2sRdhoWvBsDt6CApbuxGOKYrgNign/9a+V3291dJsf6fo4VtUcK+0cLRL0WQ0xIZSSy6JFElFGbfK2jBfzEFmHFUigA6A6R3T9EIEY/lzW68sitrYcRheu3gN0dWo06A3hwVEHPiwKMyshwg7YOAL4DAWSBydI4W/aF5ez3Gpg+Yv38BHYdESYWbsVmWH2rVaYGzzNbWEOE47uRlulm0SFN6BjW71UqaC2Yvq2Cp57vpn5uYFre035GjSnbsWC3er5CfULGWV8LbP8+Fu+W4XGwE7adlQBseTEBKcGuPdWepxXMzWNSp3KXZ93Cvd5ipzuAOVwAVQWzWHOTsAZpb6bq0UZFCTUQn2kBoWNyk0XY/IyzZG4lcEaANSustss2T/qy87HYDqX9He1qNyosmKhYr7Z12UbKXjssm5tUZ2+L++hHsDpouJFq1R39xksa3FRy4F5mMCMoFplYFIkVLWHcip255toSfr+h0ExmSNROO22JbIMYi1uDtKzWQ0VtkF8Kudqr3QXrmRz1B6xK2zW/Lu5MYI5XrJg2FV/u644/V2eWYz2FhAh34ksBgR0tdiFv/tZ9zN/yVMye2yJWFSsLMRQxyy+e2DBJyVZHzSF4LADChPLFYQJ0O9SVmL/V0aXDVbTynACX/kVErID2UoXwgQahAtyCCebyhQrzt7r3FdRyFj9364Rq//nfySDNZxAfsPvVtc6cgp9rPdK0YXKhHcbBho/zzgkoRYRQcw3w/jCgQUowWs22K44C2RWvdzKk8/mZU2FCjj1I0pGBLs/CAu2+4PIvrRhINBVQ37GdiIHUqijf9qXTExomG+K1I2ZQunvJ8lmTdqMY4tilbA6H7jR/vq65iEGJWNdhofZFQGSDGaNWXdIFWB+0K4ASXOZOrqw9C2b6LKaGTIYiupeyIj+fFWl7QDUgTOLzEpvheqxfVGqiYVczC5LZNpQxlTDJCTEKfdNkodfnd2kxdrtDEjJtls9b7km1oFpyrwoN4OdAdcREsW/YDTn+SIVkgPm1iJ1fOQaMQXNrzfGOc4IMAw933A5UTVH7Nr1es391xC74vOaIUx9KIYHK/42yytjdz4rwQZ/ZbKXX75AubjsmBiZsJNmJVo95LUgaFMe5/6l2wioM7AcAy+fZLYyVlMLP+iN7mP/ybS6RulYGCVlpsRJNlHmcoSYLLVk2rSDZaYLFsZyI5WTGLMOZvZhfc0cXKj/jItRBSXYYrVa9B4koDgdmzfVFxg2LKLTUi0PRS98xEtPArADOMqkStW+oNRFLUVBsQASf3dVzNZlCy4B+15X5erf0sOug88UJURXT8+fZ8WoQG4P1JWWaLKkFkxIQKhaKAOhMPgsJfsp9C8IEmFZxHEurTgOamxudv/Os24TyrJpFWwoJsJZdVSuoDyv43Ur3k0Sr3pQKi2gzXsjvlWgZN+SkLDcd8p7G51hgWxTh1vx+AXidqtPhe/I4UBb/RAL6PQs/M5hd43HaU1Cl/mACYArzpY0TfekFajnZQXgu/55Ca09aUErD5wRDIgmQMWY7/Y8xuu+nImqXtGPJNa0Jv46ZsQs77JNkIybtFFMoNhcSBmYHWS+m8xt6IfozdHw0TmgjGStzhjFSrBiBM4mbn5HWX91ui1ijWdJtJ84bFs2MINUC07OJ4acWZMPYot+QKoP1M7VqtKiGlOOcuT1a4fSbL5XCUhKg2+XITnS8t9ECszfWpRh9XpiWFoRy+wSYz8o9QeRILUC3DqPillD6u6w9kjou+TmPKVkWupLTgpAfnrOkow453u1UqDRrNYWGjbX6REUY9T3WHzTlvVjYubon+ZkW/PNpW9VKOeDsP7SYYOoasjOHdNRMyHsINTr0+KyUEaFkgajjRnlNZwFqt+B7wq3SMHqW44W0EStsMtPyMWbrXD1WGFvea9SE8mTgNlW5BwBYaPAR8dIen8v8s40UVkKO1SSxESGVGYqq0epoJEcdwxR0jwOZsNXpxnoPEfmCZh2V/O9Qq+3mskJ12peYxaoNMRlAfE/0c1ueedpxDoW7ftchi+dWJz2a62EohFxwPGp2wrazEoCtLyaQWhV2J6TC5265iAq+RKCpGTis1ipwqImwo499pq5Gy6AV4GZqOgAR6Hf1RyoN0GTdK8NEiPPaFexahamUbh1nNUS7QayUxmHO3Seqa6s+AEV9Gv65dQgAeC3+1MBMyBuZboic++V5ZmG2asGOT2gM3NKjOiL7wXQ13StgsJrz5dzc7jH52jHk8BRV2OUcYdeRAmUM6bMbm4bUFQodC4Agbgje2aH7EOlIAQBpPgHQKP2biv/5+zGpVWDGwKxUFCYExIM5umemWD/jUB8GCgb1PefMVKRncshZUj+1mmgxqHMLvXeNUfro0PUOjaDdF3Q7Exz8cgu79qymJ53N1Y6laQMTmF0GAfPXyWjod6g9kQwpdbZLQAT2v0hGwfsJDsq1zS+cScOCQk6CKxZyquunG/aPkdoaOelQjQtqPxhdv6JVeCldPdG5Q98I7FpnzZMmHdpxl6wQnwAonZlskp4FOAAVaDnUX+Jz00+r8vLjWuB1+Ez/k8PatVqQChsWTEmfscCAJHcgWRDh541+fENHEtWS66zbNfqSUxcG1ZDIIntJRKneG0lTFrWzfKlLH/i3todTbyBuoOPCCuLelM9uIMsmWXPWe1yTanvtSJk9WojTgpUBSme3nxtMv3KI/tk5E7+s8j1x1D7R7nfUWVbf8MTrE96L7oDjKM2NFZpbQL/jIM9a7lNgICCJwaCfAdO39TpXqso+YVA7vbYuImRm1SHuzs6/ZvU5T40bujGZTXF5ziLvrcUg7ueHawpj1L6ROhzQcZEy1235PPtpFojT89M1XGZQRUrBwbYR9QmdfHjNYvk620XO84aEMHPAEpjcNFg9r53gNKzLq7/0F/Bx80mkmMVlmVQkOxQPghX43hRKcKjJTBCvAXdK8JAiWLfZqaVCfxy0CpwB9PqVZCglHYMIwxpOCcnVGpxTtZtFbA/TVaULazotyuaEdbbxes8jJDlI3mCTJWuRatGiIMr1BYB+ryqU8dBwHQNAcxwYELce0dWQ7CQBTUJ1NKzbd6VYKIHPbD9nwajb4TWdvxnKdc6Jjum1GF6xCFwfe7pxnLCjlp/fcyEmVLfXG2s2F6uTPrce1fUF3CInjQnmZM0kIUbESc0kXZXXkwWyLkYWO0wVqCWQX5/6DGZ/++xoELUQYTpucdleLxcSsnAw9xx2FKMFVs86NMdx2EsVr4W/Vfbc1FSlWJWTQOjeQBeMvFZRnpm8lrMuiQ38v29oIZ0FnTeZPlnAswgxbqyb/DNNx7gkd2DdKiDlkZHICyQ6FkldlYg4IR0/TJRpZwQ2BmU0cbwkVhz5kyU1DpJw/ScRxi5Rn3cRVKc6QqZMGyrfK8vJJ71HgvZyzfGdmusXC8CFhH6fmkZ+Zoo+UphWXAeVkCGiBXbTJ8SaQs7JcM/d+0rA5EbLGKixZQziPJCYKFYIlFiJ/x4cLcQH1NdZ/IpNxXjTGcRJVSxA873bXLs5Uc/3rDhCQd/LyviShFI0M52KM6bh+iEBAu47ea0DLITE2kCChaks0LK4jDu1/LJrV36fbOxR2So1mTxWIaW4URhBOupg+qGgW52GsvfSQcTr2FdAsXYUo0WEQGevLGSbm0SVNtpEIFmjRAXSs8YUfEB8ZhehoVNZtpI3PhWGZB4ryUVdCXmMKAwFPxWDzFpfm18frQCVgVEhUjIfUrHEBOjOQganapecdAi7NSSQ9WXXFHQWZVdmVmp9DExvBLhl0HdJhPHUQ3ILNg5o1fr+WLjbhkfJTrgIrATgAhQTumfnqG8uKZTSNMNGcHyC1PWQ+YwvkKYBVituAtMJ4t6U3RR9oHqdIQS4UWbRI18PG1XuOkVLFdv6kAKIudNk1wH2NpPpOGs4vrBYI6tr54QY1sDeXpZAVrq++NBfvfYj5fRKQaFth5lNAcLEoNL3isQEm2fKMbwEZEUFcweQtq60u34O7LxpEHcmsDcO6bQQWiaqs6okU5JSoXhtqn3z5DAkvYB2zFXxWM8DdYXm2mmhhuafmaYM1OJEg9RLOwhTB3vSIU4qrJ9xg2p9pqvnEYqdZujoJRQRydIB9GAQobRpzogmVAt+bX0a0bxxBABo9OXqJkIV8qxEbATN7QQIcOkXjhBnFUxHOrbpAo6/cYZ+xhk4OWYFIzx3cL51C74g3LIv14rdL9WgaGoWw7TTm9WE00Tp9j5mRyL+LMdzAFSoUcV4svaACRQ2zL7RWWk9Ng4SIm2S2p50fuhaXvUUD13pPciaGqoPkCpgfo2aBNDOyCs//1++80TjRuCvFEi3JjsmOikK/5kZlB0CglJzgcFxhAUSQZgImqNI2uhpB1l2fKGrlgC/SRk0SgunGnEOGlDOMwf9kmcmDdQznNdafAD6XP0fFMNNF8jUOFqRkjtv4HdqHo8mdHFSwc8c7NqjPtakUVkUWXMBSjM2PovVUTF9oqJm1TE1Q+qjLCyZYNY90n4FP2UwVS15LqES+Ib7V7VM8I0gTKEjLsD+Vzzc4aoo+8dLO2fYE/eNoN3r/Kw3NZ/r/Jy3A2XfdJ7uHSLUkEmJs+AxlcJOLuYCvO95LTM41YA3QOfzUbQRaIvGZMatfFn3gIqqrT3MslfXEF4jY/g8PPNLvgj0fvZzf7yc2mvxp/Cd1e9A6r26yGAI9LRz7Jsh8cof53Em7ZxBbf008VC1cbeKsIcU/EyZKZDXpY0lwWFHV4DghxGzqEXc3DVzWUCxB6KFGO7TFGJVQVZLtfPM0rBdLHtlFrALDS2QkyZ6ALQIxCJjv8OELkzYKSwaQXqIec49GYFANICPxQHJraIeh4piBsCbIYGRwEShn5lCo6ZrgHZzb3GMrbq1gt9rYJc9WYZ3zBjfDyREfm+2dptOShCenIH06m6z1uRemxMS8l7C60nhQi0WmVwQlpKYlyQ9FwsCiuAurxuTVfHsFubP247z0Ln4RTvJDv3ODLaNsDWTWdqJ8l599mf+2DvPsw+QypbCQC5oACzeAtxnJABV1kpwuViHInprfE7iWETl/QxIEJg8xtZtxAEREKPMgxghHTSpDHxnJVNEfMuxamHNqINObCxCXQ1sB32mYxCIdQgTi37HlN+Xao56mDUZG0n1g4wWZMLEIoZsFUyhT3sqd7yXtGCoYp90U+phV1mjRrB+pi6jdfldENR2OMxruHWE7VDGVwCuoUtf8mSLhoSkuj32aHWudQsA8AHp5BRSVWXmPRdIJCVABcOlJSvOlOujbimODDykzJThv/PHWMjNf7PiYFe5SM016hstmJxqwakDsguPXVPYOOsSZPHaJAIn1IfKo0I5Sf/MP/pT5fQ+bj7JmCc3AYtH48Yzrs+ZbVUDKqTSNEpZ2iI3JizQHEe1t+ZoQ9bikD5oPJObIPq7cvFgU2RVm335nQlruX9IZLzmHGPknQnCTFlL+d0u2Dg+rq88IioRqE6TsrfIGqycQXXSIU4M+l3a18dqYEEZJV1ngelYCVCxkZRZd8YnTK8HuBWdt2AF/U6FVAlZDoljq75ig4wNnYTmMKA+8oOmh+H+Wy1pqyynK7JL+vMzGbcVj4qdcBFYCcCWFxMkRtTXTyG3jvlg7+/pRqSJdV0hzSdDR11tDuPe4DYQHSlB7KagVO1zZ4T02I3Oij58tmVw5GcU/6uOPeo3joDTBVBXMG3Lrn2/MXZhbVFfFueAph4ar03NTWoDpdNwfArTPztUjzcqx6YNSHMLUWVzt6Rvebg8Z/d4VynsRtAcDZ7YAEoSKG1XBBTznFeZge97ul2oOGJB3oiLcKNhMccawHvqP1iLNGvKeEScueFrE6mr7TMT2DZ3KigYNLnRkbGQExDvIasOx7/lGVQLumkUpW+ljIlSIe06onIC0yVUx10pRIgPMCctcHwK7O/SFk4TuOgE9WEHu+hgnMH+lzXAOVkCdo5Ku/Vm2WNyGDD9yhHaD+xi0nmk6zdhsgjWeaCsmhIwRV0TypyRkyWvrQhn8izp+YUSB1G7RYtO51CzQBaMKnEr2YAJeipWT6anTSeFB8ksiE3FcSEA9rSl9shGZ6A8U32AXTHQEJ2tluDf/TRDoNVTZUsyaTqq/ecA2nYJVh1ZMjU0uxEAQH2SeN9tpr/z/GwbCyPhjDiSAZ/5zATUjnHuZBaP8jjYCrLrxpkLv8OumOkijBUYUQG8FhSPsoYFmDU1QLoX9xCmDm7JzrDfY3s3v8Sbt1sKJGkCRCo01ctjbeDAAMEtSN+uTnreHz/MoooK8IVZBT9n0c0tWWgRZXhkK7XmkN15iQb+VGA64NIXW7hFB1n3iPPJoEPSnQ3u7wsifP6t4R5hhoBLOu0CTqqi1r55zYN6vhcRy/wsaGAYS8cswUCANfdkModi6ewCKD7wALTjz1nb3C0zLWdQZdWSveInCPMa9TEVq/3UUnV9Ax83n2SnKpAZUIo+itCQiZAcEDUpNq2KLSZA1lEDXZR1hSzYm2e4Izv6ZY0CyurJwbQM11lHdvLalHWvQa4MFHWrgp6SnVCkFBJCI+UZjo2BXWmibwReLYMpzppbkez+hsogVXSwqJZ89oAcIAN+alAfAoixuCTlTqBbeCSjbhkhsSDrG4SK+/XkdtCiryODIb+OOn3PnqTyjtp5vUd91AEhwB23kKPTQVhs0pxv3eZ38KThep1U5eOFLTLjCCJdmKBF3bOBZKEqK9vK9Bx9k0zuyhRsLWhnMVkyFNm5dmvSid2Ka5ouGKkUKbNWTYoG1UlP941gSyE47E1hj++elMq6B1QzIbNesphl3HiFS2RyHB3OUMdNz32lPqVwqvGxFPAADCM1eQxRmXmSou6p/h2WoxIjm8BZByI3fbTIxwJZFlnWIgQGplqyTNJCzRE526VyTKYLJXnNdHU/d+qYAoSpQZhMyWBsqbtkW31veIoa2hVH2LIwqGl9+XnRVeingtmNgOZmC7vsEWsH8XT8QQLcqYffcTpaJahv8d2a96dYW9hFpMPROYtgvIAC2ZkDVVVsXRN4fROUOdD5Qs8XHwBHDYM8TltYCHqPocVrRDIFYw0Eg5LIVwsWw0wPZHtq0YJucxQpYptQEtAicJgSC/wGHCHqDEzjID3jDLNsz5xajnNj7yFqrZg1UfL4bl6vsRIV/1W9DehYlLDAmyxZNVk3zJ12OmJnBtFwH/T9pazaLK6YXRmAofG3iSyUCCBbpiPyOsOYYURG9N0UhlEeaq5pIcrwfVYt+JLoKxWV7iOFXXcrdLt2GFV2Uv4Yl1Af8lk2nrGweDo9ldHLSMak+Ih+f8KvbdVZpbH8HtULM11EEssiZhdgTvheWn9gWnTIzOmaDa+nDI+CnXBRWAnAlhcTOM6QkPZ32VHQIBbGADtM8GSxZgdtd86PV07FriyS42xbpmHmaq3kaq0wSMiD6Fk1Filh9rUVzKrHzleu81hyB8nawdpxOikJhH/zLbgXnidbIlO/c2JtDSAGV3/tv77raYbDQ/T7NerjVCiTHF0A7EkHO3NoLzlIoGPD9O0W7mhNH+plzY5K4zB/q8P8DaA6bjmOoEFVHv/IFMU4VYZCNR0KIZqQJQ1kYaaQVcsOeR7X8B5wHNcovua3jhmQ7e0WJexi12YE9REdBPx+g/rtU5hLZC70B1MVFAtIxiHVTivjgm6n0kAolmA5z6LbNqA6WlObwVneF5PFl3oWPHxAde0EcdagVkZFGYWZTWGSCpHpWjFCC8u016C5tkJqKlQnHfylOczOpAhHnmvpeg+5fpvrYG93GCtpKsRJDZnWkJMVsFyRWgewCp61LGoeW6e+v8PcW4JZ54JYKl1ErJiwTa6tKZgHnFmDIp6Kwzq/Hy/vstixWsN/5dfgvvGjkBuHEMtZ7nSwU9bFK7/45+9+kilCDBPONKspyjR1ZaZy9Sznr22XrcciqlN2QV0r6OYG/S7Q7nGsx60i3K1QOipmHYqoVlG0z3TbrN8QwbEdQyEv9IEzpvkhL3aoUr5HQqTydWMxeZvK1GbVo7gtzGo+H8bAP7eL1fMNmkMPs/J0KEhMCuojMp/WL+7A+IjmK2u4a0cIl3eRGnbQ7DoizBxsG1AftkjOFiqmrHvEWYP2mckQxEATuZOI6fWILMKULaTqEwYrza0O1anF/GsJ1a0lWTSeXR+zWHJtn2vFbsAHdm2bhm4KyxXEGo5PVJbJzIoBiKwozJhE+Ew1PNe+ckV/II9uGQ/UpwlJyBhhh5+3KYsvutNe2Q4b1Ooc9GfBS6Vyx5/7Jdhv+fWQxZLduhstkrmEyU0gs0Re+wfff9d1iySQtke/u1MYB9WCwqzrZxhUd/tAdAk7rzOpmdwMtJ0UshGy/RqSQbUI5XnMhVLTdQNjTQRx1jDQzh263A2xarMKAH2PtKs2xpkJkpXTJxZ5PpdWlbwWxrPLna8zZ9FRAlbbJdhVKuKM/Y7FyUsGzRHZQO2+xfRWpD5FAowmJd1BhepwjemvHQMf2QdiwuRXbpYgPNUWsBb2tMX0ZI04b6jGHxO6/Qqz6wH1zZYuB2veO9OzEJycYPLWCvatW3fcG03EYkS6fXi+dZudh0RYUEt0EqB+glAjIwSYtVo7ZzFchVm0sBM6oRif4GFKomP7hLTiE+UbwK5FVfxZ8KqPeriTDrLuUIWE5prlezbQKSNWhl30mu8w/Py/gPvoh1BGyEJAtTdHmDcwbY+w0+CVf/bn7nqa6a23EX7dx3jM6roS3aBD0R6wAF+dMrmfve3JotF3cqqoaWACGY/SR7g8qgToM6ZFAE1i46SiUO+6V+ZihEmBbDdjWKi2UlxBACahd45riBY/YNgosetUKN1+YguDqRQTnEHyiWKMALx2h0MjOProDLPrAf3cqIYQILcjumcmmLQ93wUbOj+mCywW1xZ+tyFrb+Xhlp4Mg1sLyOmK+98LlwCj55O1I/qI2VsByQnWzzgc/NOb/Fqn4xUpDbHheWEEaT7jSEUe4zP5npmiKVEKvHmEqbJsOBmBW9L1x6gWWC4sCZQJlAXHl8p280BzlFAtI2ZvrKgjFEKJ4wAWMuOsYpJaG5jP/Tx/5kc+NGhtpQQzHd5hV7/8Q3c/x0QGZmzI9jUd3acKK1fHbJIAbknHnsmsQrJ0hOl3BoeU5jDAnuo4RWYjaJNB+rWybu1g8wiQtXyn20OIgF/TfWzasDlWOX5/LSVuk7ZHddgiuin3/Eo4LhcB0wfYNdDvsXhq1yy6mj7q6FZPpsvEwc8tTl6yLKI954rmCd2BeD/C1JGh1QUktemOjnoyfmoKY86ddNRja1lgy7pXsbYs9GoTafLWgi5iziLs8T7NvnpCkUrw/SqBTOU0P2cBd8vxsNkJF4WVAGx7MSEHk9MKSSnaqbKwqi5eNomGfOlNHYBkmZADWkjQ6isMK7Ap5YQMOscInSNPmL3JQgJiRNqbM3gGuPl4T0ZCXSPNG8i6x9Uv/xCrr5v2iJlSlccJqncu1Dzm4J57Fr1nJ8O2rCjGxiCtAVh2Mv3Mlo5YmDpU13h84j2kTZBVD7N02qnryrHGA844GxXZiza/YWTogmtHGR1poKmi2E6qHczpahhtECHzwlhWxnNnzWlhISWgjxBo9zAkBvqzKVye0Z3TJsz0CZVqUKSqwvr5BjtveXS7plgGQqDe1+xE2nbY/MLBvFj+ZcE9bM4L+wBz2NHKsKWqcPtNz8O0AdV1dr/W3/gsu3nrMKhIawOx2LmBHVCcLba/NzJlrq6AroMsA6/dbAoTIpOxzAzIayWLNE5qIEb0+zOITwgbdj3G6xopAlcMHN0yoLm2ZLKitleoHLDugNAj2xRJplCfcITDv/41uG/86HB/AbJVTtcMkqp7bCG6+aaZdgLVnitZvpym1+k4QmsyBmO2I10yiYXMEqpTweQ2Rxrqw26YO83jC2stJGhhUXReFMZo4UsPJSUkaCEh6ypkL3NEJFsVajdEUB315aVMhkAowlF5X4m1Q7/jUC0CqsNWO3YMtsJOBT+xsH2kY0MXEHcnLPCtO8hORSpiVi/Xey0hFiu/OGvQPT9TFpKKkGlX0Op5RyclkIuqst7coO+0O+1hb5wMtO6ySHjt4o1btJE7LwQMFLseSRlK0nWQ2VQpt/r71CEmz8AmGJjWw8+pPu3ntjCLsjVeMsM6y+KqbhlVXHaj4+kAtPp8t9xrrFJ8RTU+Yl2fPe7VGvbXrsE8fxkAEHbvHNrdGC0Tg+7FPX4woYzeuBXQ2+GdQSV+UmrJuIklcE87Dmh1Lla1G3KyVdxw0tBVZYJAlhKcG/bglDa6YKrLoYlQUVG3WaAxot9xpWsrOSFUUd7M6oi6xyKhdMgkspB3+K9R0MstmTTmkSTbDRZsSNTfyMl5ddzDHbJTHvZnLPgkFu+yrSw7vnzPTK5z9CXWplhVUkeEe0P95gLmxuGwbs3GCFNKiDdvcXTxPIgRODkFphOYkwh0PWQ+5ft33fL6VxVg1CkiRRbcoxYdHZPlUDXKhtO6poptZtiejjPVgp376sTzvHVsLyfQZu2L7aNxtOY1b92Cf+NNiKuoSbLiuymdnHJscd0j7jSwp+/+wknf9KEiWpdHLrKGhZ+izMv7CTB7OwvqKkstATHkDr12mxP1PMTHkpCZXvWh+rz+NNGrSOVPtRuS5pRU0Z7dW7I5qPuQHUWSZOYE779RLYaMoBorTvVRsqizRBZsJUgZP+h3LFbPGh2XZJG126XuSbSC+vaamjF9gFm18NN56QKnipTx0BhUxwHmdM0u+3JV4of47EFxdsiaLW5BMVLTRYS5w8HPvYnM3ky5q6vfn04X51u3+r25YeZWHWOFqmKcsLlPVI4fdxZRRYNzlz/pyFO+/yYCxfkgQcdtKLhoe8a6bp3Q3Oq5ngwgC9231P1AhIKxTschPSgYPnT++ZyVotxd2ESbe65UOjYc1SXJs7AvMVFYOmszRK5Dd9wiThxMF2A7NzxPa97bwryzhms4xmFvzRpqmSUDDOzbGApDgyKMHEdOrinNsyJWrmMTufARGtXa0aJtbNyZMYTMsLP6/MeJRajpDrN8wXKULPAexRnKqBLZmAn2tNdiDo+53bPY+bU1kjWoTgJsG8hayntmVLFQbSq6W+qsVFew6voT96ZaaFHXNR0RTTKwNdK165DdnfOv3S3Gw2QnXCRWArDtxQRw01k/N0MywOyfv8HCQdYoCBsiK6sAUdEUqpXSD7c6ZUUwq5iGTGGEbq4hFeEo11JNXXQOGLnblilPm2h0vl1njF6LP3Xm01ee+78jLVcQVea9+iv/r3ucJAVRcnKT6UnsxnHufXKzY2CmVjxpWnPO6ZQBngCQlaGLQm1J4fR+UBFXSpzpPFKQcn6lwp1fSs4yQJxpgaauSE3rPTuVXQfkYkGt10BnqgFsiFBuJPe9h6xEaf1UJban9CyONe3MJAL1rRbRMQHIQlDSU9zH6AiAhIgwZXe4utkW+ipOF3y55fWR4vCCBtC/dAmIpOauP3SA9pKDW0XUR/3wMxSv/uM/ffZefss751bfGwK0LdLzl9mBfvsGpNaxF9kIEDImdHAoiUUuZthB6diE7G2fivCPRBZZqhsLyOGpFhEqFgGcgazvOKyug6xiKXzduW4B4OVLv4fB93PPvDsroZwmqavD+eh6MkrtW4SBrqrdFZMA6+jPzherdv+WHaTtkbxBmtSDQnLUICFTPIURU+k6OYMUIyQZpYvrdcs0W3VfiahUaK0iNRSJ1NsszBgjJAuqpgRBRH2ktk6LloJ9QFmzqaKlW6XdRzHCrq5ncpGDpgKdL87PSJhVSldUobNEJfpk2dXk7KV2Gxxn5t3Swx6vhrlQ70u36k7m0yd2fufZ8ZD7RS4qTRqOAhyfIMUEnJxyVCev25airuhiEZGFdkc4HpPK6EkedUDgf7KKuwngOEv+mVZKB91lbYbNQ1u2JYl5df03z3zuygu/j/fwrRtIH3j27qyE/HMMi3i202ubCx5Q62BLKnisaLPHeWu1x8unJKJiuZHdqWUeUUA57+QYOUpPq1uemC3BXCk2ex2XU3tBSRHmeI2422gSpUU5LchlIWDpYxGGzGwcJmlmQ4yNhYXYGHQ7tL/MxfWdNwKiBdaXLN2BT8MgjKpz/dL3cLlInRITMjjS4PWey7Il26apCmMi7DbwU4v2MpOF5lZCc2M1OPzktZYSrn71h8/cn09M/iPSvo/f9RbeFantIHu7pSBhup2zyu15LLGqhgRICzxZrV5NO866YggQ9QUtQVlUSxaXTBu4d626Qhfe+E7+imu3+XtE7r7nPvvdSKcLSNPg1X/yX9z7JPNoX0gUymu1CFQJoGyfWDGp7HbYQamPeFCmj6XwlHULoCOE1EHge5ad9mwDiKGYkgz3VKFoqPSB3XsRCspFlAKvO+2RLWAp4IkiOpcLp1z/hnoeS19GQEzbI85qxNoWO9T2uZkygRImt6I+m1bFIpkgu5ZJKiKQnDYa+kimmAMk8R4015ZlHxYtjqbdOZkBjboTCIpVXqoM3EkHs+xgF4K0M+GoIt7J3Hv50u+59/27KxKwWCId7HHvuH4y7LPWcBQ1o/fKxEV5bwAAZpZaGYmxAlQ3Y1NAVCJQrbSIu9a9I6reya2TIjy4udakC0Vf5G5r98oHfj+fq6p6d1YCwJhM45qstRHTsBayfWWygJ9bSKhR3+jZ2BOhCDtQmFplLBRgrAczNGasPcPgKMxiPSfU9bAXbLBniuZDjIyljdH3NveQMMk/AwN7Q1k8eewlj4NkV5LsmhBrCvlWPc+RTm/8cW7FIuXmOzM2DqaPqE/o4MYXg8AeLSFHCx5/U9MZLEYkGMYGJ0ukfdpQy/ESmNSQBXXTUqUi7DHg6i/9hTO35+X933U2Jn1K8LDYCReJlQBcgGLCuyFNKkinCeraD5RurUqK50Zpe60SapepiKYAOq/FimB9Ekh5O1yVB2ozybz6pR888/vfK8G8ev2v4uXLv/ddRxuADc0ET7p/tIABvdeb29rRFGhFMcJqUhEbQX9piioEbhK5Q9Bwo0hNhThtIHHCKiRA67vcdc2nZZQqm4OqDiVhx5rz1+h7MjGwQd3TauhQwa1KF60UJ2odpVgz4RFjsPgNz/AldsKkMexOKNi39HALfaF1sSjp82WZBs2Fcl81GTEG6DtW75uG9pwbAQqcQZo18Huk31p1NOh3bZl1tMctwl6D5Az+3v80CLU9TKTVGpIr+Pnl13bIascIgRoZWYxSAz+JZCBkWzEkVr/NSUsGyHxaNC5ylf3OItaVb/gj932cd675OyFZkyOpNWNWO0yDIrjtI9Cxu4QIFeji/B5Mw9i0ZYKUxeokJDIj8ks+B7caHEhKiHmURlkLIqJqxKpTUVccTxEBIvcHo58TZ9Tyb7CdLM+QryCI7CyHCLvUrob38C9eLvOjbukRvVFNFnYqjE9IezX9wleedqa5K2cFEpWOGROSUj3toisdv2RFXT4AGIFdcu431kw+pye0AiOlXVlC0wmwbu+6z7x6+uNMsN8Hrl7/q7jyoT/0zk/oPU8t6fpF2HJj5tL0EclxZCknaCbwOhfrR721mYVBDRcGxmbVoz+Y4NV/ejapevk3/Yl7H/O1Hynn+8ov/Nm7fk1xIREWm5O3kIqK2W5F8T3jBUHfnHbNgDzUApkauIUU1ohbZtGSrHq/wYzKBTYVSpRW7xswCIXm5NUYFEcbp8waH1UjwxZ9BACIOWnbKIakzHjR7i/AZ89EMgOyraaf8Jiseo67le6VQqZCO2WRbnIYYFc6M591dTI7bcK90h6uik4Gr6eUDn/Ym5UigUR28N0yoDqi1WiqHYvgjgH/1df/m3fcp1fXfxNXPvgH7nm/z4VJU5KJdLoojQcAQ7EhoujyJNXlyYnOMFai+/Cpzmu3vd7bMOzleOf6u/Lh773n4b1y49N4+dnvxtUv/sB7n0tIOrufAM/8PtaGTYgoMC1gNTlJFggV33luxXdD3ld4MZQ+rwlaYZkoW2EQUeW5J03IU9CvRRZd5ShiFuZMRootrTT2LGvUsQiWi6tQzR8KUqpldG4eZCtULaRKUGZjFxEag/Yy3USqZSq/e/M8kmWRJDQVrRXXPWTVc2zRGUTnIJ0BpEF/eYZkWTRIlbCxpPadRQD7ZFkS7qv/6i+99716ADjD0Ok3WAD5HZiLQoAyvDgum+NbAMOemwC3jGRbqM14TtKBu8S5v+FT932c7xbrlj1Xj7k0rhLvt10L35XCwjK/hgUFt6ggmaG2IguqxEUx8R2Y3cZE+B6KicwDw7EwUn43Cg15PdcqhA1wBApg88kawLpSFOUezgZEsVxljY57BDYKMmrfK4GxTKw5Dgcha8aEhGqh7wErcGsy4uhclUrxCoEi2HYVUJ0ErJ9rKBz65ooxv1WK9WoNMZbFrRAYsztlPDl+PK8XuXXM9VJXd91nXjn6sQe7524JHgY74aKxEoCHWEwQkQ8B+BsAPgCGv59OKf3XInIZwN8C8FEAvwrg/5pSuq3f88cA/G6wP/UHU0qv3ut3fOxbP4irn/+Ld/3cy9/2J89+QINqGL6UkHJHVIpoifFSZpCzyrTp+QDXh+3QVd/oGl/9wt1//7t9fBOv3Ppr7/k1ADRp6QGZ0oqsB9pL7kygWFR0I4M/igHN4SIgkbNgqVHtgd2mdADMbsONLs8/BlU5jkBqGFzmgFCcAVZa/T1dbSiN69y5UerY5qiE0M85TizsSTdoCyTdcZWS5y+RXWLXscyLu3VfEjWIQXh2jwWgdYBZaSKlasZh6soLI6s5y/FiEOvqOojhXGyaVpCmKgGSO6bGRH95hu7ylMcQEu4X+V6L3Eegp/jYt30YVz//I3f93Mv7v+vsB+pqUA7e6CRLT1sh0wgG61Klp7YBpvMsFilrhLNvQwHsbgnV/QRAr9z+0fs6R8nH2gdIFFqlguvEZMX4/Oz1scz1SR+QkiUTpcrK3HofK0Nv6TtgsvMHUGjE0ge+6NUSjB+s6bm9U8H4yPEVtdeKk6pcH/EUSoMBi145aQJ4H0pxAYXlApMV3rmvOJ3ZDDN1hijJoh6Kj2XcJVkViPIRaVorddPDnLZa4LADKyWp2FYeqe8tjCg7Q9kW2Gja3+ueXr32IxD5q/d1PzM+9ps+zO+9S3D4jmAjRHUniUMhREc1XGSSUxIMJxQrzF3JmIZCwh3YdGDIeLcZ8k1suuW8G8RVkMpBFi2LrLYuLLZux8H01HPIAmZGk28ACBMLd9KeEYoswX0ZWUhDwJq0qGCyjoxBttBMzpQubFIr4aTdMCMeqUdxQADYeZakSdtGsgtRSm3eo/XaerVwM10EIuAWAW4BuFW2wY1amEpojmKZu2/3LWbrOKzfEIG25Whf5QYKvg/sZGd2oA+QNIE74ghXshZuQetB0QJYFvEs9+sexfarX/tvIfL/fs/7mfGx3/wRvPL5u+9d7yiMpTSMOADqnsGYwa7j4G6gBSMJqSjm5/1Xlp1qq0h5Hu/s9pVzuYN5cTe8cuPT7/k1YmljabpQmgO2EyQdU3FLviuiA8X11NI0x0JZsyElDHGACGRjRh45icrXCRg62yl/PdTBBYUdAwP0u06da3T8JeJs5zcmQC1bc4e6CP9kdlgfyn4aa008DWBWqluzU/H95w383JZipekTjI5TFevMkCBtoHbT2he2Xy7o5d8VZ7WyQzVh1eQwbez5eOc2dff7ePtHIfLX7++LFR/7TR/G1c//t3f93Dv2XH0mRYUzYe0w9hJUeC9I6ZTnGDiPRVWLsHFuQxx0t/fI/RS3rr71V+7vJMUAxpy1uAW4lg33NrdCKXzQEtvBiAA9NW4AlP2NTC4ddcuii34jhs+jDJbFLNHOfnIUuk0Vx4JLATfv49k1ZFqTlWH0vZ7rpp4sr8w85LjQMEbEopstTg/NkToRwaE+TUUjItskh0aKe4Vdh7OxaUrwO7y/zc0W9tYJz2s2JVtkNkVqHOKk5pjp7oTx1mJjTOoOscl7sU3Pu+deFDxodsJFYyUAD5eZ4AH8pyml/1VEdgH8ExF5DcD/DcBnU0o/ICKfAvApAN8nIr8RwO8A8K0Afh2Avycivz6l9E4u633gHZX/3/Cpkvhmys+mjYufCYIyE+jkkKjSvIqDTdGG4NUr//w96N1fJzartWndwhyvIHEPfsoZclb56c0MEZ0bNKqkLaUbkWY1u1jaJaLAHrsIbuFLx4BdIikFgE0P7zKX6wyTmtV66Nb4MFR9LQW3csKbFfz9fo2gxQt3pHO2GsBIEA06BM0tOirIYq0zqm6YvxZ2ju26gmk9zIqboUmVWhzy5Y4Y4Y462NONY9RRCyyWWsHOLwVTLC7TpEJ1c4E44xhEt8+X0J3dz0eBV45+7Mz/r3zwDwz0wnx/Ijsqpg2wnUUywwuG3YR+I5ioSsD2XmyCB4GX9/4TFL0E72F8QDJDIpkzL9NnyuxGou0MGQNgEEFRLIooQYNjCYH0cA1GBwo3SjJdxEJDKi97GI4gFDs4DViS5UhEd7kBQkJ12rPTpOsy1W6Yp1atgIIc9IjALDqI9xyXyZ0vZ3geS4rthXnNYL5i0J8MA5lYG5g1OOeqxQ+z0g7Daj1YMuVihyaGyRnEiYO0YcOasX/XpOVh4+rXzga8V178Hp5D1k3ZSBxsS6cPP+fIRhZ1Y3EzlkBfEud9H9WzKJWjeKQ6J6SdWj26Y3EcCBMUMpbpdRY2QAXs6HCSk5M8W1sSFNGEKISiNI7es2hohcyxiqrgpgvAmuyE0rFT+7QsYpsqU7paAJl1VNmXYgvJODmpoj5ZbFmsMY+IZSeMuLJ6Xtw/greQyDEKP82Wk2RIFW0MgNRqy9E/WapQXdcxoM/7VkpFYyjNrIqbDvozyZn3pvE/BNxZtLjy4vcMibLawzH5UKX0aEsBKRkAuSAqyqZZtMO+lBKu/vL/86Ee/yajBupG4OumJJCmjagAOiG0gJ+oq0geF4wojZQSV2RxUN1jqHWg4Zju0dSoYeKUi6jZuSEjTqxaPtK3PlbqBuQjwrxBv1exKN4r317FlI0RmKgz8ykBIesygNfVs8kinefYlFolImkBo4+Yvo2iqM/3DAvTmQqPrFFjALNYcxwzJ7Ebs+P2mAKiGclJ0e3J+/9nfu5PPazbe0+8Y8994fehsEM1UYa+C8loBJJRhxkR1azR+xmhTh28Bo+EjSkGSJFMRmWXxomjwLII4LRIFTcSbcdCB/UJVCw0uwrlTvu6LyKwLLAk7kspDdbmzirTIBeQMmOMTarUuBJb5AJXMhrXzhyMkzKKkI8r2YGBY7yBjUF1a+Kw7owB4GBbFrGSCohmdoNtWbCUSlAtuee4leqE9KE0TFJl4ScG9ZGHu3bEn900/Pz8rHAzdDTHzypYI9TvgeYzd7P1HlHwINkJF5GVADzEYkJK6U0Ab+q/T0TkCwA+COC3A/h39ct+HMDnAHyffvwnU0otgH8lIr8M4N8A8LMP6IA4O9T1gA+Iz0yL6E99HOgDbqWo/uYqe7/D+Tj/kTkmN3pUh6v76oA9SMR2DXN8gvr4OSQxmFxvy4yiXXr43Rp+rvaAWviQBJiTQPGXOYsNWSHXnXTFltDmhCqL9QCFTZA7pQDntw0cUh84Fy2Rld6OQo9Q7QekBLQemNSIs5o2equgVWTOeptVD1ms2M0KAbIzh104BgRrDxiDeGkHYUpnAbvsYdYesmzhDg3itIK/NCsdFdMFWr91noHTkYrOTRomYVmkyKkKr01DoUIDgle++ANnaNKfe+X7Htn9vS9szJxDgwNpA0wE6sNu6HxvzrSJIE1yZT4OlPOHiJcv/17qExihLWSmYEYUNWYIO05+atUHOpUXXZnxzMnWqiuFpWQqJkU9mSvZCeUMldoNWgl5jUc30bEbBsemS7Rq1OOSGNHtsfNU3W6x/sCUvu7KwklWEF58hkFotpYCGGhYpdWetjDXbwOVQzzYhT+YlHth21ACc3tMN5BYM0jpDhpN5HTkwlG3RE79UKhzbiiMOcP7r3TLV77wF/Gd/8ezgcDDLnS+L3gPSKaKRmQLNiTei2Tt0AnEWdYGALz6+T/z0A/x4/Y/AACk3sPsDbaBRbF/5TG7JrQDXuhYgSbxtqXmTrdvATtFddTB3V4i1pUWF7IAmgATkE4dEnVt1oGFKqVtx4kUhfgscIg+sDu8MUKWdA3lziKgBTK1hvQTQZIK0zdWsLdP6QRxsMsibuf5MaCozaeaOirts43egwS3DHCLHvVtBrBhhywCd6jWv9neeD4n86D3w75qzdAZrLUQ1/dlLb/6xR/Ay795SMDu1KJ5rEiJ59Fki0XeB+mof2A6Jh10EKH+hHTD+zJOK7KFOn9fLMUHd9w6/qLnQNthjrtIAia3mcy7FWOf3Cn1U4Fx1B9wqg/o5xVHs3Tdic92jIYsxaAMKUFhdJk+Mgn3UR18hKy0kGA6U0gG9VFHoeQp6eJhMrAZZYO15ncpdhkFTN48xRmTCG3BTznGKJMG8dIOpPOof/U6nycR2Ou6z9d1Kb6GXTo2sVgQgapmc2NSsZHhPcd3MtT62Szasvdf/dIP4uP/9rDP3kt/5ZFDyGxi8SCVQpcTACvA1qYUHLNeAsDnfZO5+Cjwiel/zFghGjIZlYFn1p5rx0egB0XW1f0j65AkQ1HnMHEIUwfTbYwmaSzhjtsyFpNEkPbmjIVUFDI1G3FVbgxsai1EPiSSi/m6x4WDA/S7bODVR1rYmFg6rU2E4tJaUIhWYI0gVg5iDdztJdB7+A8eALWD0XWZhZohLKZVpwH1YVK9JmU5rHo2UZzjz4nA/j85RhGS1NEwaQOSybpmDhLIVH3l5/9L/LbvOMsmedT5zLbiQbETLiIrAXhEmgki8lEAvwXA/wLgBS00IKX0pog8r1/2QQA/t/Ftr+vH7vxZ3w3guwHgwx/+8HkOgoF4m5AaFe7xGzPYngGc6dnZidVA78+d05/+7P3Ph309uHOOWVyF5D2aWx3qI8NATgT9M0zgw8SgPbAbIxpqYXlQoz7sWO3cuA6xcYi1hTtc8fw7T0pmZRFrtXHLM75CkceoXU8jwsTW6IarYoBFsBFAeH4PZu3P6DGY2sCe9qRh5eS+64t6bthpOMfbecRphTCr2FGI2p1UCpvoi8H07DxbTfBS7SDXbvIFsVxRlCiL283n/FtfCFd/9b+663V/2Jvq+167IQBWq8wbjhS5OGC1C1/0IDKNWunwqXaPtKubug5iLUX5AE0K3eC2oJ0v2w1ip4AGpEpljZMagIM0lQqeJi0e6Av/lOJWqCvqIdQVROfHs1UklnxOMKmH65E7avFs0GTagOpwjVg7uEUoehzJ8XmRPgKLAJwsmGDkzrUJwLSGf3YHzgiDTQPYVQ+zaEt3G9aUpFKWHeKkQj+nwGJ1e3XGIzx/PTbmiBG6dxVpfRQdsfe9dgtbyZRE2GQau65fCQmxgbp02LNFr/DwWWAAcOWb/ijcB56nS8B0OlA/sxaH0rRNH+GW0CReT2sjKYtO0M8MTOeQ3M6gZaCFXrvyMJ6OI6bn2ilz3/l9U1Nw1rT+HeNWyRkApNwmR/V6zumSfWCiii8aQAJ/Z5w6mLWu2WXL56Sy7MKGRCckpff6WQW7UgeSzLQBA1KqpHflOWaiqPt/9MCyKwU9AMO/fXjXzvzD7oi973ULDKrvAIrOhSKzTJKVgd5spBTDUmMfWbfvygu/j/vtxnOTXB5pQTkHMsEASQZGq09Jz8E7JkGmMmgv10XcGF3UkR2K15YCl+E6DVnzI3C2vowkVVbZM5n1yA+bluM2svbwBxMtbAyd1sxI4siF6pY4Fhrrw47xQe3QXarRvbADuwpw1/Rn3zgaOs4Z1rKQ2WuDY9qo7gIKW0YOT9ggWbfD/d4cZX0XNt/DLiC877WbyKZIE8exgey8ofGhacPw0k1QpurQwU7yiBgJYLwQdQRVplMVh7ZD/KnaMKYNFAYHykhUbIy66mSnEo7gZPcap8wGKddEz9EKx8bs4EICZb/Jmo5lOaYVYwa3B10PcW9aRhqTsnEAMoH9RNQ9yyMZlGJGZptFFQ8uOgWB8VDMop7lwuSXCv9t2ry3sikh6qyGGIG6KmLUiABqA2m7d31vPqo85qLhQbATLiorAXgExQQR2QHwPwL43pTS8SbN9c4vvcvH0js+kNKnAXwaAL7927/9HZ9/V6SEOK1gF2sGRn1EFLXHMgBCQozcoAqtKQwvwX/4t/7T+/5VXzemE5i6Ruy0qq4MgPraCV/EiyUDnWdmiFNXgoassm09UJ2GQjusDlvIskOaUARRTlZq4WggdcXNSF/+ZfZcO1XJcX42OUGwDqavYZZdCV7R1HxZa2HBf+AA/X6N6qSHPeFIg59XCI1lp7euhtGF3R1AVfnd7SX8pZnaAEUY7QpDBZ5SUyE7DBQRpqQK4t5Drq8YTBnhOW0Efhn3mr99FHg/a/cT8++C2ZmXxAvWDloVIUGCpyqztWXGGgBfNmqL9G5icw8DSV/AyVomGADvzwowKY8OkPqfrNp5ZXX7mMUFDeLUwR63THpmtYqfhfLix85M7fJ0PlQ7DZJ05rEPJbA0y5Y6BLWFyWs1H68mBW5B9xB6MQeEiUNsLPwOt8j6VssXuc8aHIPqe9qbDh2dtoP4Rp+zpfpR1wxeDIMGKE3crjzc7eVZ5Xqzkbxs7JX3dHt5BHg/a/fj5pNwH35JWSdpsHUMQcXhlHlROeoC+GH+PIm8t1PIg4Q6z0g7L3TbXPzIgW3WHEkTi+rUF20CCsaRWbM5YhadFNqw025apnDblir3YpthxCcnfdlquFjmSdGayZoK2ca00F1FYD2dFuzKswus+hPJCuKk5uhXjJxJX3ek7Ysok4f3p+p0PMMHZMHHpLaOvDkMcpN26RHCsDflIsKda/cx7rvvN15IbQe5tD+s0dzF1G68AdkHABjsq2ZRHg981JT3FBP1EhwF5grbq3wBAENxUNOpLbbQ6YHz2gbRAW4d0dzQEcI+MJnzHtJ6JlFKKWe8EJAq7uV0RzB8f2sCuNntzf+XBZmHyTCusK0mii4ngSxOGRUQNou22GPS5STCxAT3ukd8/uDMuEL5fUYAMUX8WdQCsBQsVj33n3XHr1VWUFHwV9xN+PNR4n3FC5P/CDKbnRHQhMaxJrNQjSmiilTuxxlW46NggWWkELhu857bdgBmZCCohXma1rCLFrGpEGZuGO1y1FOqDldItUOYOGpl6Lo1bV9ihLg35TnmvUqkFLtiw+eYzmyCVDVcc8DgqJO/p3GIE9o+8/oBYWbhFryexoMFOx+o93O8BJoKcVJDYoQ7DYhTNkiq2yskZ7B+YY4wIbvJ1KY4aJgOsKuOx5XfRcpwkxQHW+67NMkf9ljV04qvl51wUVkJwEMuJohIBRYS/mZK6W/rh6+JyIvKSngRwNv68dcBfGjj218C8MaDOpa4N4Wf17Bva0e3F9g+QGqnc0oJYo16HgMAvZbfWc54BGgawDk2U0NAnj/HjdvULAAAz3GF5AyaGwGmqxEaAz81MH1CddJrwmbIOlgsIQvQEkYR3nob9te9MMwJauCaVLROfCzK8MkIul3OidaZBpbI6Mjii3HeoN+v4WcGEhzM2gKw8HOHWBv0ezWDgxJ0Dt1hWfewxy0Dl1NSaOP+jPNpteNtUDEyhMAErOuQjk8hNZkbMmmGIoIWHu6cJ9w2mEsHZILk+5Nfhj4A2Z2ii1TRBjY6PGlITB8hxFqkGsA6MogzOg8OQBYsghjV0rCLDn63KS/rZFB0EUoxKVfbN5Cu32Twsbd7JvjLQp2yGgoJECENtvfAs3va2cVgG5XfBynbnZF2H6auiJQGtWCEj0OHfQPm+iFgtANmhFRZozoBqqScald+PsDiRRkjyonXHffrcekePCjYnZ2BuZREEwJwP8nNsZwMb4i6pUe/bAdhyzuU0QXYuEduYAN4MlesUr+z/gcSWADdYBSww6pir6/fgAPgX3pW57pVJHRzLrcP6rqj40z5+dC9mQJepnTETDeMhkhCKXwkV6kIaIRZtbzG07poFuREzxwprz074GS2Qf6zKbgXNhTT+1zwze+kDeHER6Rk/7Ags+lZPSCArBlDv/ust5LHtlgYtSyYPo7jzfdANVaMNXB67LGijlF0uma7vuhsiE9wbYDtTRHjtIuW66+ypcMTv/Ym5JqDfPADTGaWHLtJqSp7Z16rpmPBNo+bFRvYzL4xFN3MdqlhXrOwsFiXbjSAwdo3hMHmdtMV5tYpPxbj8F4ENhglZrAMVqZi0VLKYtEZ+v2Pu+Hw9cI8c7n8m0VKLaJEFKo/rO5pIVDDJq/jx4Cik5AZJKs1zPFKPymDhgEGNqHoNksBSRayZO3h9J2ejCEzRtms6e0bkNsO8vyzxQ4yTQZtouSMFow9YC38XgPXh1LYKi5KQiFOv1MVFhqFKnks1alHdaJMjwiOalrGP/bWCcKzuzz+kAbNJ2NofayFP0koDkZJlOmUz3vTDW2TiaB4IscbLxi+HnbCRWYlAA/XzUEA/HUAX0gpbUYWfxfA7wTwA/r339n4+E+IyF8CBRg/BuAfPajj8buNbjyh2HCJD8BOg5SoIB2bCikIJkuPMOOl6XYfg3um0c110sA4x0T5YB9pWrNiqjZc5mhZxKHsW7eBqkL3wQN0B7R5jGDQaWZ1SdI2u9SfmH+XvmhtCeYLfTN3w1JSKm1CmAi6aFEdGyTXlGB20+bGTw3sOiI2BuaEqt1ur4FPSq/Tbm7WKsgJ05Vf/31kRagbxRkaWG1KEgjwpSIhAR1YSFAKWGo7yHTCn/vmX37ot+mRQITB0WrNzkkaAifpPavTtc5ka5U/WeHM7rJ7jx/+4JFCgIgpSuhSaWDnA5A8hY3CBDDqu6wdKAl5pMYCIcGulJVgDVLNdfb3/j67fS8/+91cQ8WWdAPabS1dJu1A5EQnOcMX8OZjnRke1SAAVd8ahELjvGa3tusZzGbrL6W/XvnoH+bvzTCGfs06gx5mlRYvUOwNpe1L0ihl4D092vnqh4187aUqSap4dslFIuBlYJZ4il0l53gvHgfWrY5lGE1ewsACEgMBYNYBxmlXTGe7kzCAZLGIY7ap0QK13trPXaVV8JVv+CNAVQ1dbAOuCT0E0ZldsYmzwrVDmLEzR5bWMA6RRROj0z1bCwkwKnpXkwljQyxMM+Bs0HnlG/+zUgSDT4NYprMcNcrbbr5/2Yokj6htdEDfbXxsKzGd8LrkjukGpNV568oCFoUi/diwycJLCWm5hHQdzGpCG7gp9YtsGEQDq8MWsWGRWvo4OCNlarkhlTqzgz4x/y7+nuWK71jhepF2NWh4TGvt/sbhmgjn2qOthrn1ijpI2aZXGscRp9oBop3l1ZpCyTomk+9B7rhe+fD3kl0JDGwx54b/N3VhSwIoLB7peqByJRnL2ggXppNbVyo4uFEcyJbfus8UQWMAxYkg0/0fMVJQDS7LvSSlSJvZTXFLZ8soFoywkNCToWJXvogeJ32pG10XObZ8ef93sUi87gp7SlYdmxtAGROQrgfQQ3YaxgK6hpO1iLOK4wi15ThunzgOCVD8MbABUkb4erLv4s60FIMzW+nl3/QngGzFDjKAJBrEyihzKFAzQovMog2MVLvyrOV9+ZGy90YAeP/shIvMSgAeLjPh3wLwHwP45yLy8/qxPw4WEf4HEfndAL4K4JMAkFL6RRH5HwD8EqiT/T3v18nhTlz50B9CnUXLPAWiZI9VQvP24UBp/cBl9NMG4hJFA63gH/zt/+xBHMJ94+X//feTrr23y6RlUgOVRdDN1FjLF+Vmt0gEcecApu1R//JbqEXQfePzFKXpY6ls3g3p6BjiSDOLB/PycdP2MKueoyE+wqwDmptrrJ+fUhzmcE0xo1mFxUtzuFXE5Poau//0DYrLfPh59C/swh2tUd1cotLjlFZp5j6cmQm/+qUfxJVv+qMDTXGxhDk5BXZ3mJCqqn773AxhYjD92pJBsvqnp74HYtp6JsI7sG65Zqec00OrCunqLCAxApf2KWK1O+V8pL6krj5iVfQrH/wDQO8H8a9MbY2JQU7TsJiw6iDLhDifKJURCHtNoZNLr5X4np2TZM8WDF658WlceekPDgJpwNmigg8gV1CG2Xf9eamxLBQagTta82P6881pCyyWwN6Ojs/QTsqc6M9eqE7Dpgc9qMFx5aU/yKDn+JS2gs4xgHEW5pSJnN+fwJ7qzHnHQoeoWjhwf3ay24IrH/wDkLrmtfd+CA5Xa8ZBMRWKfNrfYdCk+9RjCZCy5kuejc1Ch3mPnVTAuoN7u4c9bRB2J+h3lR6bgOg2LC6tFNHG9C6xhjkdJMCTJkFZhwDWDdoeaxa5wk7DpC9ExIpUX9MH2JWHhT4rLUd10qRW0VrSP4qopeqnvAPdUIwFADnY5zEueIxkrvE5oQtF5Bw7oAH4BUrGALx86fdA5rOhGKlifqb3hWovxiC5KSACP6c4HAB89qf/2CM9VrpUbTD9QkBatxC1RMwjZtbHjbFFHedqfXnupO3hTjnbneeyN/Hq4m/g5Uu/B+noZBjp2h3iBbTdoHWyWpNZuVoDu3NqHOxTjNEtPBOmoyXXXe/hrt/myCPAvWK5Gn7uhnYBNlhDV7/6wywopMRmixju103N67FuWRBaaVF4Zw7UFqnOzyw79vdjbbhVSKm4F8iypb2hsp9kpc+5Wh32l2ds8IAJ7SuPWAD1ykf/MN+R3iO1bJBJ0wxFoDx6FiOw6hEOpsX5C1B9mp0Kbl0PYskisKdn04ZXjn6MscnJKTCnmGYRhgWA0yWLuVpEzq4I8WDOJtq8ZvG4D3BLjo+aVQvpAtLNW8ALz/EYc36x8XxIp02KO6Gxjrl9DJtZjZPmLCtsWnMEI9AKnWKqbKYlZ0YmwmPC+2EnXHRWAvBw3Rz+AXBXHQQA+I53+Z4/D+DBPyFdh7TwEH3RpNUaslqf/ZoswKIUuNL9edSwFqkxkDQf2AEiMGtfKJf+2XkRPMobTD6HrKBt+ogw5e19N6utVxd/456H8ol//ezLRZYdpq979Jdn6A8miLVFmBpUy4jJW0uYwwUgBvHGTbjZFGnWFMpinvm9lzVh6Tq89Afv+vlYO/RzA9unopvAzoWHVNXFYSNsIvvC9/0w25nHHSqdw1c7yycCmSZtLTsOGTFSHyMrNOeRFQDoehXfM0X9O1VMXD7zj+4+e3yvedZ3eMYDpHO3PUJFxXImZpkVEYpugX/jTTj30kanaxhruNf6ysfz8uXf+85fbQzCvGFhLwzzwznw2/Zxhrsid7s3WCG05k2knxqOPaSd6bDXvnvN8+FDnUHOPEfZ5latDdPudNjPRGDXqnsQEqnDAvS7DBz/5//P3YvQ70X/z3vuK7/wZ8u/TeeRkqWAV831SL/xOFhLAqUbGaZuGIHo4z2tFje1OO62dksyFxIEYZhNz9//5R+65/lsK9KadHiOO+i71wgACorG3UlxInis0PVpppOBPVJvvA82xU8DZ8I3LerSrEasHExKSDWZgO+msfPK7R+956Fc+YY/cvYD6txhT9e8VpHr0SxaFgx0X/BvX2cgWsa9hmLG1bf+yrv+vqtf/WEAylS7G7IAL8B9viNlPNXVxdxzASa0vTJqmprMC7VnTRUtNtOErLlMpQdQBLYfKWKivpW1HLkoLEY/rNtchK4sJAwOSxQyHEYWs6jza//wT9z1V92ryXTlw9/Lf9zhZCHLDnGXTQ7bU4NB+rBh7ygIt4/gDvaVsej4R8Wh322NbQp9X/noHz77SRE2JXTUmHpu2GA+XTD24pbivOyEi85KAB6Rm8OTgDK/DZ3Tsmbojmt3xX71bYSPvfjIuwvvgJCmnhXEY1Oxk7BoSXtt6ESRb18ygDtcDcrxmnDaNnxd53JnEPryt34/4COqW0smRz6hOuTmak6WhX6fYkK6dRuYvqCidfFcIoDvlih+x2/7i7A9LaoA8H7W9dbP594TUSltXbcREGrmskM3D7Psigf247ZXE7XRKp0t585qDIgWCnxgEWFaA7NGrQABJKNUWIvX3ue53G3u9cqH/hCwXMGqUOOZYwqRYwq58xWGIhWcO1fX9ZVbf+0dH3v5W79fR6w2ROwqB/T+4nXGNpA6ag4UFgIwzDxbUsSlCwP9/hEKhd6JVDnOD/eelrVZ8wIY6LW1Q5qqdZ3dsGO0nBWnVe3Xdxybe27+98vf9ich6w5uQaprdm4pc/t9wCu/8Gdx5cPfizTbhz3p4Pe5ll/7/909uL4b7rZ2r/zGP67PizI3bGb5+HsWhrceOSErozpSErI0cWfGGj539T9/jAcKpHkDcc+xC78pFreRSBe9F1E9D40RzKKl+PS8QZxY/L2///4dCu58D1/5wO8HFkvIUtC0Wlw8WQyMjzxCBCDcvAWzqzPlTY2r137kvn/vKzc+/Y6PlYLynULMxlxsaninhVprhzFAMcURI4Fz+HnPfbfk+5GhVpcZ73msRhslWdvAGNpCqmgnALXNjbBaPM0OCe937eai1CaufNMfhXQ97C0/sGU3ncsA1bLSETIrAPhuOI/uxt1Gw678hk8V219gQ3Mkxou9drcI52EnPA2sBOCuOqAXD1ev/Yj6DJuBTqSaBKhrUuAUn/3co7HEeTds2kn5SxP4Xb7kKfrCF4HpI0wXKWq4W8HPdSa776k3EOhnX91YPNhjyxtZSjCrHiYrzd4F8fgUcryAHC8e2AZoukh3DWWOJGcL3faioth9RWUn+ED65mx6JiF+9R//6cceGJyp/u/MSV2dTviMqW1jnjVO8wlnbLuBXi49vZALY+FBHlt+wcc0zMLnP/lrNLGPt24zMF+tH0jnNdMSEQFUlsUSYy4UNfxOlGRgY4yjzPPeUcx59Z/8F/fsnj9KpGkzFGQjNXaoCp8Lt+bMrHkeY8iuC9Xi4dArUu343Ois91074qs1zO1jmHWHz37ujz+Yd1nQtZtnmnX2/CIXEl65/aNFVLgwwHbmdHMwHBcBaLH2M5/5vsd6rJtdynRpl6MHk4b7rphBryZEiA9FaC6Lz2WbT9P2cEfre/ym93FsmVWQEgt0qvW0OSaWvyaFgNR1SF33YBiGWbyvqfnnSWHuPWSkFBkzxI13WzO4jmR85mf/JD7zs3/yMRzhgJzEp/kEaX8HcX+ONGuQZlNg0iDV1NGIkwphXlEUuTbU9ohQS/f4cLUerCksujL6lo8/P3vHJxzdXHUPhjUQY9nrk7O8DpV96NblI86Hr+BLz38VX0ZM937n/wq+gGt4/UKzEoCniJlQqLaZOpX/r93IJ2nWPneXv+O3bQQKRhB2OWNOL+YIP6kQa4Fdx6GTEhOQIuR0jbQzeeDH9sov/nkKyNyBOxOj76z/Q/iv/BrcRz70jq99v3C3FvBzR7G22r1jlv5Cw2kSVjlVVD8rYPmkID9HVz42dOvSvIGs+yLAJVmuPwJxRx04VJgQSmN87SEkl1d/9b+i4NydH9+ger8WfwofN59EXK3gnn/uwfziECmGGaN2HJ6ebbeMCaTEvSn6opXyJLEycsHz5W/d6G6tWwa1WvyJtaUAlyEzIDYqQKuFEfEJsbb42Z94sDbCmyMPm3j1n77zGUm3j4DbRw/ul3cdpHMl6XzstP5HhayhYW1pREjrWVDAo7d+vBfy7PTmezk1bpgxtRQ03nRtys4UiAYpJ0l3sVP+enH19f/mrmOLm+MLw5675rjGg0AeI8v/fgzORo8NMSEtV5CdOYuh68jmA548xf+rX/1hvPxtZ4saaVpRI8vSRhkxYfliDdPTulT6CNuCI8khwfbxXcch3/dx5ZHbb3kns3cz1s1rF29fh/vGjz6YXx4izNoj1iyeAEB01Xt804hHjfthJzwtrATgaSombKL3xRboSQpo78TmiML/+RM/SE/znabMiIWJKZYyd8PDqmTez8/9TPcT+Lj55AMdQUiOdlawguRqVLfbB/azn1S8cuuv4coLv4/dnKgK85V74juDmx39T/zrfxrJOZh1V2a8wx6DG7N+8CyEex7XRuHgPb/2HvO654Kzxa4q6WyqrB+TY8EjxCu3f5RU56wR0bZA0zzRa3eTRXXlxe8BjC0aFxSeG+jCd8Pf/zt/9KEc1/0wN65e/6t4ef93PdhfvCEOCbAb+LQUFCQ7AnQd4J7MZGwTm+/ll3/zn0Ka2UGlPwTEiQMi6Jp0t+9/SGNG99K3yXgt/hQ+bv8DvHr64w/mlzY1BXrNRmfZyIWfN3/lxqfx8uXfy7HebJs8aZ5oevyd6+47/t2/AEl1sUJMBhCPx2IZfJ718sCYhk2FWDuEeQU/Ybzglhc/XthGvJd2wtOglZDx1BQTrr75lxkc5v9voY1VFvuyfUSsLOojj37X4nOvPF6q5bvhtfhTD/Tn+UszmJDQ7js0R/6BV6OfVFy99iMUCVJhqq3UiHCm6DqIjzCtR2zcE0Nv38SDXrfJmTLDDiOwK3/XrvKFxaZg3zmKOU8KkjMIc6p/u5MW/SV2T3/6tU89zsO6K145+rEH+vPSlOedvdiBJzuhflB45fi/w8vPfjfV5XFv4eAnFWWsLEbE3englvKE0qVfC3/rgf2s1FCLJ1kW/8xpe+ELCRmlAaHYxnghTCzsSgVlJ0Oa8j/9fx9OsfbrwYOOF8LuFN0zytCx1Dh53OPXI+6Oe7ETniZWAvAUFROAe6uxP+n4mVeHgsHH/80/h5/+7JMXyD5MXPnA74d98Tm4Gx4/8+rFD2bvxN1EgrYFuWDwiW//MwDO6oI8DUjWwioT4UmiRz8KPDB2x2PA5vvi4/8WE7BXP/9nHtPRPHpc+dh/jvjMTpm1ftwz1o8adxP22xZs7rGf+C2PX0/nkUMFMqXzT3RX/mHhPAKWTxpy4vx/+Xd43x63LsmjxJUXvwf46AeKa8VYRHjy8W7shKeJlQA8ZcWEi4KnLjBQUPH3cR/FiPeLpykR24R0Hql5ivQ9LiDO44pwoRABILFDNmIr8VSxoBRy+wRpd/7eXzjiicXX4yyyzbC3FkjP7SK6cc/dBtyNnfC0sRKAMTUbsSW4+tZfgXSB6v8jRmwRZNVC+vDUsRJGbDeufvmH6K7S+aeOlTBiyxECJMYy2jFixDbg6pt/GYgcAx1ZCduDO50dnhYHh02MxYQRW4GPm09SwK29+KKLIy4ezPHqcR/CiBHnwnfW/yHk1jHk1vHjPpQRI86HEIDTJf+MGLEl+Lj5JADAnD5Ym9YRDxcppeuX8Tyu4deeSlYCMI45jBgxYsSIESNGjBgxYsSIEedG1k6oUOMW3n6qWAnAWEwYsSV40Iq5I0Y8Kmyjg8GIEZ/pfuJxH8KIEe8L2yz8OuLpxRjnbi+onfDNWGPx1LESAEDShm3XtkFErgNYALjxuI/lMeFZPL3nDjx55/+RlNJz9/OFInIC4IsP+XieZDxp9+5R40k6//tet8C4dvFk3btHjSft3M+z547xwtN77sCTdf7jnns+PEn37nHgSTr/c63dEU8HtpqZkFJ6TkQ+n1L69sd9LI8DT/O5A1t//l/c4mP/urHl9+7rxpaf/7h2n9Lz3+ZzH+OFp/fcga0//3HPHc//qT3/EU8+RgHGESNGjBgxYsSIESNGjBgxYsS5MBYTRowYMWLEiBEjRowYMWLEiBHnwkUoJnz6cR/AY8TTfO7Adp//Nh/7g8B4/tuLbT72B4Gn+fy3/dy3/fi/HjzN5w5s9/lv87E/CIznP2LEE4ytFmAcMWLEiBEjRowYMWLEiBEjRjx6XARmwogRI0aMGDFixIgRI0aMGDHiEWIsJowYMWLEiBEjRowYMWLEiBEjzoWtLSaIyMsi8kUR+WUR+dTjPp6HARH5MRF5W0T+t42PXRaR10Tky/r3pY3P/TG9Hl8UkU88nqN+MBCRD4nIz4jIF0TkF0XkD+nHt/78x7W7vffufnBR1+64brfzvp0H49rdXjzNa/eirltgXLvbfO/uBxd57Y54ipBS2ro/ACyAfwngGwHUAH4BwG983Mf1EM7z3wHwWwH8bxsf+yEAn9J/fwrAD+q/f6NehwbAN+j1sY/7HL6Oc38RwG/Vf+8C+JKe41af/7h2t/fenePcL9zaHdftdt6393H+49rd0j9P89q9iOtWj3Ncu1t6785x7hdy7Y5/nq4/28pM+DcA/HJK6VdSSh2AnwTw2x/zMT1wpJT+PoBbd3z4twP4cf33jwP49zc+/pMppTal9K8A/DJ4nbYSKaU3U0r/q/77BMAXAHwQ23/+49oltvHe3Rcu6Nod1y2xbfftXBjX7vbiaV67F3TdAuPa3eZ7d1+4wGt3xFOEbS0mfBDAr238/3X92NOAF1JKbwLchAA8rx+/sNdERD4K4LcA+F+w/ee/Lcf5MLDt9+7cuEBrdxuO8WFhm+/b+8a4di8Etvm+vS9coHULbM9xPgxs+707Ny7Y2h3xFGFbiwlyl4897R6XF/KaiMgOgP8RwPemlI7v9aV3+diTeP7bcpyPEhfymlywtbsNx/iocWGvybh2Lzwu5DW5YOsW2J7jfJS4kNfkAq7dEU8RtrWY8DqAD238/yUAbzymY3nUuCYiLwKA/v22fvzCXRMRqcDN9W+mlP62fnjbz39bjvNhYNvv3X3jAq7dbTjGh4Vtvm/nxrh2LxS2+b6dCxdw3QLbc5wPA9t+7+4bF3TtjniKsK3FhH8M4GMi8g0iUgP4HQD+7mM+pkeFvwvgd+q/fyeAv7Px8d8hIo2IfAOAjwH4R4/h+B4IREQA/HUAX0gp/aWNT237+Y9rl9jGe3dfuKBrd1y3xLbdt3NhXLsXDtt83+4bF3TdAuPa3eZ7d1+4wGt3xNOEx60A+X7/APj3QNXTfwng+x/38Tykc/zvAbwJoAerkb8bwDMAPgvgy/r35Y2v/369Hl8EcOVxH//Xee7/Nkjd+mcAfl7//HsX4fzHtbu99+4+z/1Crt1x3W7nfTvn+Y9rd0v/PM1r96KuWz3Oce1u6b27z3O/sGt3/PP0/JGUxlGbESNGjBgxYsSIESNGjBgxYsT9Y1vHHEaMGDFixIgRI0aMGDFixIgRjwljMWHEiBEjRowYMWLEiBEjRowYcS6MxYQRI0aMGDFixIgRI0aMGDFixLkwFhNGjBgxYsSIESNGjBgxYsSIEefCWEwYMWLEiBEjRowYMWLEiBEjRpwLYzFhxIgRI0aMGDFixIgRI0aMGHEujMWEESNGjBgxYsSIESNGjBgxYsS5MBYTnlKIyP9BRP6ZiExEZC4ivygi/7vHfVwjRrwXxrU7Ylsxrt0R24hx3Y7YVoxrd8SIhw9JKT3uYxjxmCAifw7ABMAUwOsppb/4mA9pxIj7wrh2R2wrxrU7YhsxrtsR24px7Y4Y8XAxFhOeYohIDeAfA1gD+DdTSuExH9KIEfeFce2O2FaMa3fENmJctyO2FePaHTHi4WIcc3i6cRnADoBdsGo7YsS2YFy7I7YV49odsY0Y1+2IbcW4dkeMeIgYmQlPMUTk7wL4SQDfAODFlNL/4zEf0ogR94Vx7Y7YVoxrd8Q2Yly3I7YV49odMeLhwj3uAxjxeCAi3wXAp5R+QkQsgH8oIr8tpfTTj/vYRoy4F8a1O2JbMa7dEduIcd2O2FaMa3fEiIePkZkwYsSIESNGjBgxYsSIESNGjDgXRs2EESNGjBgxYsSIESNGjBgxYsS5MBYTRowYMWLEiBEjRowYMWLEiBHnwlhMGDFixIgRI0aMGDFixIgRI0acC2MxYcSIESNGjBgxYsSIESNGjBhxLozFhBEjRowYMWLEiBEjRowYMWLEuTAWE0aMGDFixIgRI0aMGDFixIgR58JYTBgxYsSIESNGjBgxYsSIESNGnAv/fyKY5dIhDdzwAAAAAElFTkSuQmCC\n", + "image/png": 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\n", "text/plain": [ "
    " ] @@ -771,8 +1643,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 12;\n", - " var nbb_unformatted_code = \"skill = pm.verify(\\n metric=\\\"mae\\\",\\n comparison=\\\"m2e\\\",\\n dim=[\\\"init\\\", \\\"member\\\"],\\n reference=[\\\"uninitialized\\\", \\\"persistence\\\", \\\"climatology\\\"],\\n)\\nskill.tos.T.plot(col=\\\"lead\\\", row=\\\"skill\\\", yincrease=False, robust=True)\";\n", - " var nbb_formatted_code = \"skill = pm.verify(\\n metric=\\\"mae\\\",\\n comparison=\\\"m2e\\\",\\n dim=[\\\"init\\\", \\\"member\\\"],\\n reference=[\\\"uninitialized\\\", \\\"persistence\\\", \\\"climatology\\\"],\\n)\\nskill.tos.T.plot(col=\\\"lead\\\", row=\\\"skill\\\", yincrease=False, robust=True)\";\n", + " var nbb_unformatted_code = \"skill = pm.verify(\\n metric=\\\"mae\\\",\\n comparison=\\\"m2e\\\",\\n dim=[\\\"init\\\", \\\"member\\\"],\\n reference=[\\\"uninitialized\\\", \\\"persistence\\\", \\\"climatology\\\"],\\n)\\nskill.tos.plot(col=\\\"lead\\\", row=\\\"skill\\\", yincrease=False, robust=True)\";\n", + " var nbb_formatted_code = \"skill = pm.verify(\\n metric=\\\"mae\\\",\\n comparison=\\\"m2e\\\",\\n dim=[\\\"init\\\", \\\"member\\\"],\\n reference=[\\\"uninitialized\\\", \\\"persistence\\\", \\\"climatology\\\"],\\n)\\nskill.tos.plot(col=\\\"lead\\\", row=\\\"skill\\\", yincrease=False, robust=True)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -800,7 +1672,7 @@ " dim=[\"init\", \"member\"],\n", " reference=[\"uninitialized\", \"persistence\", \"climatology\"],\n", ")\n", - "skill.tos.T.plot(col=\"lead\", row=\"skill\", yincrease=False, robust=True)" + "skill.tos.plot(col=\"lead\", row=\"skill\", yincrease=False, robust=True)" ] }, { @@ -810,7 +1682,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
    " ] @@ -826,8 +1698,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 13;\n", - " var nbb_unformatted_code = \"# initialized data has only five leads\\nph = horizon(skill.sel(skill=\\\"initialized\\\") < skill.drop_sel(skill=\\\"initialized\\\"))\\n\\nph.tos.T.plot(yincrease=False, levels=np.arange(0.5, 5.51), col=\\\"skill\\\")\\nplt.suptitle(\\\"Predictable due to initialization over reference skill for\\\", y=1.02)\\nplt.show()\";\n", - " var nbb_formatted_code = \"# initialized data has only five leads\\nph = horizon(skill.sel(skill=\\\"initialized\\\") < skill.drop_sel(skill=\\\"initialized\\\"))\\n\\nph.tos.T.plot(yincrease=False, levels=np.arange(0.5, 5.51), col=\\\"skill\\\")\\nplt.suptitle(\\\"Predictable due to initialization over reference skill for\\\", y=1.02)\\nplt.show()\";\n", + " var nbb_unformatted_code = \"# initialized data has only five leads\\nph = horizon(skill.sel(skill=\\\"initialized\\\") < skill.drop_sel(skill=\\\"initialized\\\"))\\n\\nph.tos.plot(yincrease=False, levels=np.arange(0.5, 5.51), col=\\\"skill\\\")\\nplt.suptitle(\\\"Predictable due to initialization over reference skill for\\\", y=1.02)\\nplt.show()\";\n", + " var nbb_formatted_code = \"# initialized data has only five leads\\nph = horizon(skill.sel(skill=\\\"initialized\\\") < skill.drop_sel(skill=\\\"initialized\\\"))\\n\\nph.tos.plot(yincrease=False, levels=np.arange(0.5, 5.51), col=\\\"skill\\\")\\nplt.suptitle(\\\"Predictable due to initialization over reference skill for\\\", y=1.02)\\nplt.show()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -852,7 +1724,7 @@ "# initialized data has only five leads\n", "ph = horizon(skill.sel(skill=\"initialized\") < skill.drop_sel(skill=\"initialized\"))\n", "\n", - "ph.tos.T.plot(yincrease=False, levels=np.arange(0.5, 5.51), col=\"skill\")\n", + "ph.tos.plot(yincrease=False, levels=np.arange(0.5, 5.51), col=\"skill\")\n", "plt.suptitle(\"Predictable due to initialization over reference skill for\", y=1.02)\n", "plt.show()" ] @@ -863,6 +1735,7 @@ "source": [ "## References\n", "\n", + "1. Spring, A., & Ilyina, T. (2020). Predictability Horizons in the Global Carbon Cycle Inferred From a Perfect-Model Framework. Geophysical Research Letters, 47(9), e2019GL085311. https://doi.org/10/ggtbv2\n", "1. Bushuk, Mitchell, Rym Msadek, Michael Winton, Gabriel Vecchi, Xiaosong Yang, Anthony Rosati, and Rich Gudgel. “Regional Arctic Sea–Ice Prediction: Potential versus Operational Seasonal Forecast Skill.” Climate Dynamics, June 9, 2018. https://doi.org/10/gd7hfq.\n", "1. Collins, Matthew, and Sinha Bablu. “Predictability of Decadal Variations in the Thermohaline Circulation and Climate.” Geophysical Research Letters 30, no. 6 (March 22, 2003). https://doi.org/10/cts3cr.\n", "1. Goddard, Lisa, et al. \"A verification framework for interannual-to-decadal predictions experiments.\" Climate Dynamics 40.1-2 (2013): 245-272.\n", @@ -871,6 +1744,13 @@ "1. Li, Hongmei, Tatiana Ilyina, Wolfgang A. Müller, and Frank Sienz. “Decadal Predictions of the North Atlantic CO2 Uptake.” Nature Communications 7 (March 30, 2016): 11076. https://doi.org/10/f8wkrs.\n", "1. Pohlmann, Holger, Michael Botzet, Mojib Latif, Andreas Roesch, Martin Wild, and Peter Tschuck. “Estimating the Decadal Predictability of a Coupled AOGCM.” Journal of Climate 17, no. 22 (November 1, 2004): 4463–72. https://doi.org/10/d2qf62." ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/docs/source/examples/decadal/tropical-pacific-ssts.ipynb b/docs/source/examples/decadal/tropical-pacific-ssts.ipynb index b0bbe2262..cf86fd200 100644 --- a/docs/source/examples/decadal/tropical-pacific-ssts.ipynb +++ b/docs/source/examples/decadal/tropical-pacific-ssts.ipynb @@ -6,9 +6,9 @@ "source": [ "# Hindcast Predictions of Equatorial Pacific SSTs\n", "\n", - "In this example, we evaluate hindcasts (retrospective forecasts) of sea surface temperatures in the eastern equatorial Pacific from CESM-DPLE. These hindcasts are evaluated against a forced ocean--sea ice simulation that initializes the model.\n", + "In this example, we evaluate hindcasts (retrospective forecasts) with {py:class}`.HindcastEnsemble` of sea surface temperatures in the eastern equatorial Pacific from CESM-DPLE. These hindcasts are evaluated against a forced ocean-sea ice simulation that initializes the model.\n", "\n", - "See the [quick start](../quick-start.html) for an analysis of time series (rather than maps) from a hindcast prediction ensemble." + "See the [quick start](../quick-start.html) for an analysis of time series (rather than maps) from {py:class}`.HindcastEnsemble`." ] }, { @@ -63,7 +63,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -76,7 +76,7 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 2;\n", - " var nbb_unformatted_code = \"%matplotlib inline\\nimport matplotlib.pyplot as plt\\nimport numpy as np\\n\\nimport climpred\\nfrom climpred import HindcastEnsemble\\nimport xarray as xr\\nxr.set_options(display_style=\\\"text\\\")\\n\\n# silence warnings if annoying\\n# import warnings\\n# warnings.filterwarnings(\\\"ignore\\\")\";\n", + " var nbb_unformatted_code = \"%matplotlib inline\\nimport matplotlib.pyplot as plt\\nimport numpy as np\\n\\nimport climpred\\nfrom climpred import HindcastEnsemble\\nimport xarray as xr\\n\\nxr.set_options(display_style=\\\"text\\\")\\n\\n# silence warnings if annoying\\n# import warnings\\n# warnings.filterwarnings(\\\"ignore\\\")\";\n", " var nbb_formatted_code = \"%matplotlib inline\\nimport matplotlib.pyplot as plt\\nimport numpy as np\\n\\nimport climpred\\nfrom climpred import HindcastEnsemble\\nimport xarray as xr\\n\\nxr.set_options(display_style=\\\"text\\\")\\n\\n# silence warnings if annoying\\n# import warnings\\n# warnings.filterwarnings(\\\"ignore\\\")\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", @@ -132,19 +132,33 @@ }, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "[615680 values with dtype=float32]\n", - "Coordinates:\n", - " TLAT (nlat, nlon) float64 ...\n", - " TLONG (nlat, nlon) float64 ...\n", - " * init (init) float32 1.954e+03 1.955e+03 ... 2.016e+03 2.017e+03\n", - " * lead (lead) int32 1 2 3 4 5 6 7 8 9 10\n", - " TAREA (nlat, nlon) float64 ...\n", - "Dimensions without coordinates: nlat, nlon\n" - ] + "data": { + "text/html": [ + "
    <xarray.DataArray 'SST' (init: 64, lead: 10, nlat: 37, nlon: 26)>\n",
    +       "[615680 values with dtype=float32]\n",
    +       "Coordinates:\n",
    +       "    TLAT     (nlat, nlon) float64 ...\n",
    +       "    TLONG    (nlat, nlon) float64 ...\n",
    +       "  * init     (init) float32 1.954e+03 1.955e+03 ... 2.016e+03 2.017e+03\n",
    +       "  * lead     (lead) int32 1 2 3 4 5 6 7 8 9 10\n",
    +       "    TAREA    (nlat, nlon) float64 ...\n",
    +       "Dimensions without coordinates: nlat, nlon
    " + ], + "text/plain": [ + "\n", + "[615680 values with dtype=float32]\n", + "Coordinates:\n", + " TLAT (nlat, nlon) float64 ...\n", + " TLONG (nlat, nlon) float64 ...\n", + " * init (init) float32 1.954e+03 1.955e+03 ... 2.016e+03 2.017e+03\n", + " * lead (lead) int32 1 2 3 4 5 6 7 8 9 10\n", + " TAREA (nlat, nlon) float64 ...\n", + "Dimensions without coordinates: nlat, nlon" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" }, { "data": { @@ -152,8 +166,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 3;\n", - " var nbb_unformatted_code = \"hind = climpred.tutorial.load_dataset(\\\"CESM-DP-SST-3D\\\")[\\\"SST\\\"]\\nrecon = climpred.tutorial.load_dataset(\\\"FOSI-SST-3D\\\")[\\\"SST\\\"]\\nprint(hind)\";\n", - " var nbb_formatted_code = \"hind = climpred.tutorial.load_dataset(\\\"CESM-DP-SST-3D\\\")[\\\"SST\\\"]\\nrecon = climpred.tutorial.load_dataset(\\\"FOSI-SST-3D\\\")[\\\"SST\\\"]\\nprint(hind)\";\n", + " var nbb_unformatted_code = \"initialized = climpred.tutorial.load_dataset(\\\"CESM-DP-SST-3D\\\")[\\\"SST\\\"]\\nrecon = climpred.tutorial.load_dataset(\\\"FOSI-SST-3D\\\")[\\\"SST\\\"]\\ninitialized\";\n", + " var nbb_formatted_code = \"initialized = climpred.tutorial.load_dataset(\\\"CESM-DP-SST-3D\\\")[\\\"SST\\\"]\\nrecon = climpred.tutorial.load_dataset(\\\"FOSI-SST-3D\\\")[\\\"SST\\\"]\\ninitialized\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -175,9 +189,9 @@ } ], "source": [ - "hind = climpred.tutorial.load_dataset(\"CESM-DP-SST-3D\")[\"SST\"]\n", + "initialized = climpred.tutorial.load_dataset(\"CESM-DP-SST-3D\")[\"SST\"]\n", "recon = climpred.tutorial.load_dataset(\"FOSI-SST-3D\")[\"SST\"]\n", - "print(hind)" + "initialized" ] }, { @@ -191,14 +205,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "It is generally advisable to do all bias correction before instantiating a `HindcastEnsemble`. However, `HindcastEnsemble` can also be modified." + "It is generally advisable to do all bias correction before instantiating a {py:class}`.HindcastEnsemble`. However, {py:class}`.HindcastEnsemble` can also be modified with {py:meth}`.HindcastEnsemble.remove_bias`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "`climpred` requires that `lead` dimension has an attribute called `units` indicating what time units the `lead` is assocated with. Options are: `years, seasons, months, weeks, pentads, days`. For the this data, the `lead` `units` are `years`. " + "`climpred` requires that `lead` dimension has an attribute called `units` indicating what time units the `lead` is assocated with. Options are: `years, seasons, months, weeks, pentads, days`, `hours`, `minutes`, `seconds`. For the this data, the `lead` `units` are `years`. " ] }, { @@ -217,8 +231,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 4;\n", - " var nbb_unformatted_code = \"hind[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\";\n", - " var nbb_formatted_code = \"hind[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\";\n", + " var nbb_unformatted_code = \"initialized[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\";\n", + " var nbb_formatted_code = \"initialized[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -240,7 +254,7 @@ } ], "source": [ - "hind[\"lead\"].attrs[\"units\"] = \"years\"" + "initialized[\"lead\"].attrs[\"units\"] = \"years\"" ] }, { @@ -253,35 +267,40 @@ } }, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Initialized Ensemble:\n", - " SST (init, lead, nlat, nlon) float32 ...\n", - "Observations:\n", - " SST (time, nlat, nlon) float32 ...\n", - "Uninitialized:\n", - " None\n" - ] - }, { "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/utils.py:122: UserWarning: Assuming annual resolution due to numeric inits. Change init to a datetime if it is another resolution.\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", + " warnings.warn(\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", " warnings.warn(\n" ] }, + { + "data": { + "text/plain": [ + "\n", + "Initialized Ensemble:\n", + " SST (init, lead, nlat, nlon) float32 -0.3323 -0.3238 ... 1.179 1.123\n", + "Observations:\n", + " SST (time, nlat, nlon) float32 25.53 25.43 25.35 ... 27.03 27.1 27.05\n", + "Uninitialized:\n", + " None" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, { "data": { "application/javascript": [ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 5;\n", - " var nbb_unformatted_code = \"hindcast = HindcastEnsemble(hind)\\nhindcast = hindcast.add_observations(recon)\\nprint(hindcast)\";\n", - " var nbb_formatted_code = \"hindcast = HindcastEnsemble(hind)\\nhindcast = hindcast.add_observations(recon)\\nprint(hindcast)\";\n", + " var nbb_unformatted_code = \"hindcast = HindcastEnsemble(initialized).add_observations(recon)\\nhindcast\";\n", + " var nbb_formatted_code = \"hindcast = HindcastEnsemble(initialized).add_observations(recon)\\nhindcast\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -303,9 +322,8 @@ } ], "source": [ - "hindcast = HindcastEnsemble(hind)\n", - "hindcast = hindcast.add_observations(recon)\n", - "print(hindcast)" + "hindcast = HindcastEnsemble(initialized).add_observations(recon)\n", + "hindcast" ] }, { @@ -316,7 +334,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 6, @@ -325,7 +343,7 @@ }, { "data": { - "image/png": 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\n", 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    " ] @@ -384,14 +402,14 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/utils.py:122: UserWarning: Assuming annual resolution due to numeric inits. Change init to a datetime if it is another resolution.\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", " warnings.warn(\n" ] }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 7, @@ -400,7 +418,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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    " ] @@ -456,26 +474,14 @@ "execution_count": 8, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:375: UserWarning: Error due to initialized: rm_trend({'dim': 'lead_time'}) failed\n", - "KeyError: 'lead_time'\n", - " warnings.warn(f\"Error due to initialized: {msg}\")\n", - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:380: UserWarning: Error due to verification/control/uninitialized: rm_trend({'dim': 'lead_time'}) failed\n", - "KeyError: 'lead_time'\n", - " warnings.warn(\n" - ] - }, { "data": { "application/javascript": [ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 8;\n", - " var nbb_unformatted_code = \"from climpred.stats import rm_trend\\n\\nhindcast_detrend = hindcast.map(rm_trend, dim=\\\"lead_time\\\")\";\n", - " var nbb_formatted_code = \"from climpred.stats import rm_trend\\n\\nhindcast_detrend = hindcast.map(rm_trend, dim=\\\"lead_time\\\")\";\n", + " var nbb_unformatted_code = \"from climpred.stats import rm_trend\\n\\nhindcast_detrend = hindcast.map(rm_trend, dim=\\\"lead_or_time\\\")\";\n", + " var nbb_formatted_code = \"from climpred.stats import rm_trend\\n\\nhindcast_detrend = hindcast.map(rm_trend, dim=\\\"lead_or_time\\\")\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -499,7 +505,7 @@ "source": [ "from climpred.stats import rm_trend\n", "\n", - "hindcast_detrend = hindcast.map(rm_trend, dim=\"lead_time\")" + "hindcast_detrend = hindcast.map(rm_trend, dim=\"lead_or_time\")" ] }, { @@ -510,7 +516,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 9, @@ -519,7 +525,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
    " ] @@ -561,13 +567,6 @@ "hindcast_detrend.mean([\"nlat\", \"nlon\"]).plot()" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Although functions can be called directly in `climpred`, we suggest that you use our classes (`HindcastEnsemble` and `PerfectModelEnsemble`) to make analysis code cleaner." - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -588,21 +587,57 @@ }, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Dimensions: (lead: 10, nlat: 37, nlon: 26)\n", - "Coordinates:\n", - " * lead (lead) int32 1 2 3 4 5 6 7 8 9 10\n", - " TLONG (nlat, nlon) float64 250.8 251.9 253.1 254.2 ... 276.7 277.8 278.9\n", - " TAREA (nlat, nlon) float64 3.661e+13 3.661e+13 ... 3.714e+13 3.714e+13\n", - " TLAT (nlat, nlon) float64 -9.75 -9.75 -9.75 ... -0.1336 -0.1336 -0.1336\n", - " skill <xarray.Dataset>\n", + "Dimensions: (lead: 10, nlat: 37, nlon: 26)\n", + "Coordinates:\n", + " * nlat (nlat) int64 0 1 2 3 4 5 6 7 8 9 ... 27 28 29 30 31 32 33 34 35 36\n", + " * nlon (nlon) int64 0 1 2 3 4 5 6 7 8 9 ... 16 17 18 19 20 21 22 23 24 25\n", + " TLONG (nlat, nlon) float64 250.8 251.9 253.1 254.2 ... 276.7 277.8 278.9\n", + " * lead (lead) int32 1 2 3 4 5 6 7 8 9 10\n", + " TAREA (nlat, nlon) float64 3.661e+13 3.661e+13 ... 3.714e+13 3.714e+13\n", + " TLAT (nlat, nlon) float64 -9.75 -9.75 -9.75 ... -0.1336 -0.1336 -0.1336\n", + " skill <U11 'initialized'\n", + "Data variables:\n", + " SST (lead, nlat, nlon) float64 0.6272 0.6248 ... -0.05417 -0.05513\n", + "Attributes:\n", + " prediction_skill_software: climpred https://climpred.readthedocs.io/\n", + " skill_calculated_by_function: HindcastEnsemble.verify()\n", + " number_of_initializations: 64\n", + " alignment: same_verif\n", + " metric: pearson_r\n", + " comparison: e2o\n", + " dim: init\n", + " reference: []" + ], + "text/plain": [ + "\n", + "Dimensions: (lead: 10, nlat: 37, nlon: 26)\n", + "Coordinates:\n", + " * nlat (nlat) int64 0 1 2 3 4 5 6 7 8 9 ... 27 28 29 30 31 32 33 34 35 36\n", + " * nlon (nlon) int64 0 1 2 3 4 5 6 7 8 9 ... 16 17 18 19 20 21 22 23 24 25\n", + " TLONG (nlat, nlon) float64 250.8 251.9 253.1 254.2 ... 276.7 277.8 278.9\n", + " * lead (lead) int32 1 2 3 4 5 6 7 8 9 10\n", + " TAREA (nlat, nlon) float64 3.661e+13 3.661e+13 ... 3.714e+13 3.714e+13\n", + " TLAT (nlat, nlon) float64 -9.75 -9.75 -9.75 ... -0.1336 -0.1336 -0.1336\n", + " skill " ] @@ -722,7 +757,7 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 12;\n", - " var nbb_unformatted_code = \"p = predictability.SST.plot.pcolormesh(\\n x=\\\"TLONG\\\",\\n y=\\\"TLAT\\\",\\n col=\\\"lead\\\",\\n col_wrap=5,\\n cbar_kwargs={\\\"label\\\": \\\"Anomaly Correlation Coefficient\\\"},\\n vmin=-0.7,\\n vmax=0.7,\\n cmap=\\\"RdYlBu_r\\\",\\n)\\nfor i, ax in enumerate(p.axes.flat):\\n # Add significance stippling\\n ax.scatter(\\n siglon.isel(lead=i), siglat.isel(lead=i), color=\\\"k\\\", marker=\\\".\\\", s=1.5,\\n )\";\n", + " var nbb_unformatted_code = \"p = predictability.SST.plot.pcolormesh(\\n x=\\\"TLONG\\\",\\n y=\\\"TLAT\\\",\\n col=\\\"lead\\\",\\n col_wrap=5,\\n cbar_kwargs={\\\"label\\\": \\\"Anomaly Correlation Coefficient\\\"},\\n vmin=-0.7,\\n vmax=0.7,\\n cmap=\\\"RdYlBu_r\\\",\\n)\\nfor i, ax in enumerate(p.axes.flat):\\n # Add significance stippling\\n ax.scatter(\\n siglon.isel(lead=i),\\n siglat.isel(lead=i),\\n color=\\\"k\\\",\\n marker=\\\".\\\",\\n s=1.5,\\n )\";\n", " var nbb_formatted_code = \"p = predictability.SST.plot.pcolormesh(\\n x=\\\"TLONG\\\",\\n y=\\\"TLAT\\\",\\n col=\\\"lead\\\",\\n col_wrap=5,\\n cbar_kwargs={\\\"label\\\": \\\"Anomaly Correlation Coefficient\\\"},\\n vmin=-0.7,\\n vmax=0.7,\\n cmap=\\\"RdYlBu_r\\\",\\n)\\nfor i, ax in enumerate(p.axes.flat):\\n # Add significance stippling\\n ax.scatter(\\n siglon.isel(lead=i), siglat.isel(lead=i), color=\\\"k\\\", marker=\\\".\\\", s=1.5,\\n )\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", @@ -827,7 +862,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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    " ] @@ -875,6 +910,13 @@ " cmap=\"Purples\",\n", ")" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { From 5e4584f9d1097e31613f6b4726e2c4052cae48ab Mon Sep 17 00:00:00 2001 From: AS Date: Wed, 15 Dec 2021 18:40:12 +0100 Subject: [PATCH 44/61] ignore np FutureWarning --- climpred/reference.py | 13 ++++++++----- climpred/tests/test_reference.py | 21 +++++++++++++-------- 2 files changed, 21 insertions(+), 13 deletions(-) diff --git a/climpred/reference.py b/climpred/reference.py index a4df7890e..560d67fbf 100644 --- a/climpred/reference.py +++ b/climpred/reference.py @@ -1,5 +1,6 @@ """Reference forecasts: climatology, persistence, uninitialized.""" +import warnings from typing import Any, Dict, List, Optional, Tuple, Union import pandas as pd @@ -115,11 +116,13 @@ def climatology( }, method="nearest", # nearest may be a bit incorrect but doesnt error ) - .drop(seasonality_str) - ) - lforecast = climatology_forecast.where( - climatology_forecast.time.isin(init_lead), drop=True + .drop_vars(seasonality_str) ) + with warnings.catch_warnings(): # ignore numpy warning https://stackoverflow.com/questions/40659212/futurewarning-elementwise-comparison-failed-returning-scalar-but-in-the-futur#46721064 # noqa: E501 + warnings.simplefilter(action="ignore", category=FutureWarning) + lforecast = climatology_forecast.where( + climatology_forecast.time.isin(init_lead), drop=True + ) lverif = verif.sel(time=verif_dates[lead]) # convert back to CFTimeIndex if needed if isinstance(lforecast["time"].to_index(), pd.DatetimeIndex): @@ -249,7 +252,7 @@ def compute_climatology( climatology_day_forecast = climatology_day.sel( {seasonality_str: getattr(forecast.init.dt, seasonality_str)}, method="nearest" - ).drop(seasonality_str) + ).drop_vars(seasonality_str) if kind == "hindcast": climatology_day_forecast = climatology_day_forecast.rename({"init": "time"}) diff --git a/climpred/tests/test_reference.py b/climpred/tests/test_reference.py index 49b36bed0..12bbbbbcd 100644 --- a/climpred/tests/test_reference.py +++ b/climpred/tests/test_reference.py @@ -9,14 +9,19 @@ def test_HindcastEnsemble_verify_reference( hindcast_hist_obs_1d, seasonality, reference ): - with set_options(seasonality=seasonality): - hindcast_hist_obs_1d.verify( - metric="mse", - comparison="e2o", - dim="init", - alignment="same_verifs", - reference=reference, - ) + with set_options( + seasonality=seasonality + ): # testing against np FutureWarning https://stackoverflow.com/questions/40659212/futurewarning-elementwise-comparison-failed-returning-scalar-but-in-the-futur#46721064 # noqa: E501 + with pytest.warns(None) as record: + hindcast_hist_obs_1d.verify( + metric="mse", + comparison="e2o", + dim="init", + alignment="same_verifs", + reference=reference, + ) + if reference != "climatology" and seasonality != "weekofyear": + assert len(record) == 0, print([i.message.args[0] for i in record]) @pytest.mark.parametrize("comparison", ["m2m", "m2e", "m2c", "e2c"]) From a8d20581f9b9e2eb1022dc0717e76b91958cd827 Mon Sep 17 00:00:00 2001 From: AS Date: Wed, 15 Dec 2021 18:49:37 +0100 Subject: [PATCH 45/61] fixes --- ci/requirements/docs.yml | 3 +- climpred/bias_removal.py | 6 ++-- climpred/bootstrap.py | 2 +- climpred/horizon.py | 2 +- climpred/metrics.py | 2 +- climpred/prediction.py | 2 +- climpred/relative_entropy.py | 4 +-- climpred/tests/test_hindcast_prediction.py | 2 +- docs/source/comparisons.rst | 32 +++++++++----------- docs/source/conf.py | 4 ++- docs/source/metrics.rst | 4 +-- docs/source/prediction-ensemble-object.ipynb | 4 +-- docs/source/setting-up-data.rst | 6 ++-- docs/source/smoothing.ipynb | 8 +++-- docs/source/terminology.rst | 18 +++++++---- setup.cfg | 4 +++ 16 files changed, 59 insertions(+), 44 deletions(-) diff --git a/ci/requirements/docs.yml b/ci/requirements/docs.yml index 75e6a0b14..18d50e32f 100644 --- a/ci/requirements/docs.yml +++ b/ci/requirements/docs.yml @@ -6,7 +6,8 @@ dependencies: - python=3.8 - matplotlib-base - myst-nb - #- ipykernel + - esmpy=*=mpi* # Ensures MPI works with version of esmpy. + - xesmf - nc-time-axis>=1.4.0 - netcdf4 - sphinx diff --git a/climpred/bias_removal.py b/climpred/bias_removal.py index 96badb327..27d9ce6f5 100644 --- a/climpred/bias_removal.py +++ b/climpred/bias_removal.py @@ -56,7 +56,9 @@ def leave_one_out_drop(bias, dim): """ bias_nan = [] for i in range(bias[dim].size): - bias_nan.append(bias.drop_isel({dim: i}).rename({dim: "sample"}).drop("sample")) + bias_nan.append( + bias.drop_isel({dim: i}).rename({dim: "sample"}).drop_vars("sample") + ) bias_nan = xr.concat(bias_nan, dim).assign_coords( {dim: bias[dim], "sample": np.arange(bias[dim].size - 1)} ) @@ -361,7 +363,7 @@ def gaussian_bias_removal( dim="member", alignment=alignment, ) - bias = bias.drop("skill") + bias = bias.drop_vars("skill") # how to remove bias if "mean" in how: diff --git a/climpred/bootstrap.py b/climpred/bootstrap.py index 2f1217857..09f52e6b7 100644 --- a/climpred/bootstrap.py +++ b/climpred/bootstrap.py @@ -297,7 +297,7 @@ def resample_uninitialized_from_initialized(init, resample_dim=["init", "member" # take time dim and overwrite with sorted resampled_uninit = ( resampled_uninit.swap_dims({"init": "valid_time"}) - .drop("init") + .drop_vars("init") .rename({"valid_time": "time"}) ) resampled_uninit = resampled_uninit.assign_coords( diff --git a/climpred/horizon.py b/climpred/horizon.py index f6c7ce488..89e95a085 100644 --- a/climpred/horizon.py +++ b/climpred/horizon.py @@ -50,7 +50,7 @@ def _last_item_cond_true(cond, dim): drop=True ) if "lead" in reached_dim_space.coords: - reached_dim_space = reached_dim_space.drop("lead") + reached_dim_space = reached_dim_space.drop_vars("lead") return reached_dim_space diff --git a/climpred/metrics.py b/climpred/metrics.py index 185248702..6779f8641 100644 --- a/climpred/metrics.py +++ b/climpred/metrics.py @@ -2302,7 +2302,7 @@ def _conditional_bias( verif: Verification data. dim: Dimension(s) to perform metric over. metric_kwargs: see :py:func:`~xskillscore.pearson_r` - and :py:meth:`~xarray.Datasetstd` + and :py:meth:`~xarray.Dataset.std` Notes: +-----------------+-----------+ diff --git a/climpred/prediction.py b/climpred/prediction.py index 9b232df80..f88810335 100644 --- a/climpred/prediction.py +++ b/climpred/prediction.py @@ -352,5 +352,5 @@ def compute_hindcast( if "init" in result.dims and "init" in result.coords: if "valid_time" in result.coords: if "lead" not in result.valid_time.dims: - result = add_time_from_init_lead(result.drop("valid_time")) + result = add_time_from_init_lead(result.drop_vars("valid_time")) return result diff --git a/climpred/relative_entropy.py b/climpred/relative_entropy.py index 5d0af6a79..4a6f4a9f4 100644 --- a/climpred/relative_entropy.py +++ b/climpred/relative_entropy.py @@ -218,7 +218,7 @@ def compute_relative_entropy( # P_b base distribution # eofs require time pc_b = solver.projectField( anom_b.sel(init=init, lead=lead) - .drop("lead") + .drop_vars("lead") .rename({"member": "time"}), neofs=neofs, eofscaling=0, @@ -231,7 +231,7 @@ def compute_relative_entropy( # P_x init distribution pc_x = solver.projectField( anom_x.sel(init=init, lead=lead) - .drop("lead") + .drop_vars("lead") .rename({"member": "time"}), neofs=neofs, eofscaling=0, diff --git a/climpred/tests/test_hindcast_prediction.py b/climpred/tests/test_hindcast_prediction.py index 7862f9325..210b7b1e9 100644 --- a/climpred/tests/test_hindcast_prediction.py +++ b/climpred/tests/test_hindcast_prediction.py @@ -106,7 +106,7 @@ def test_compute_hindcast_CESM_3D_keep_coords( ): """Test that no coords are lost in compute_hindcast with the CESM sample data.""" s = compute_hindcast(hind_da_initialized_3d, reconstruction_da_3d) - for c in hind_da_initialized_3d.drop("init").coords: + for c in hind_da_initialized_3d.drop_vars("init").coords: assert c in s.coords diff --git a/docs/source/comparisons.rst b/docs/source/comparisons.rst index 01b718741..cae24a334 100644 --- a/docs/source/comparisons.rst +++ b/docs/source/comparisons.rst @@ -108,10 +108,8 @@ just specifies how ``forecast`` and ``observations`` are defined. However, this above logic applies to deterministic metrics. Probabilistic metrics need to be applied to the ``member`` dimension and ``comparison`` from -``["m2c", "m2m"]`` in :py:class:`.PerfectModelEnsemble` -:py:meth:`.PerfectModelEnsemble.verify` and ``"m2o"`` comparison in -:py:class:`.HindcastEnsemble` -:py:meth:`.HindcastEnsemble.verify`. +``["m2c", "m2m"]`` in :py:meth:`.PerfectModelEnsemble.verify` and ``"m2o"`` comparison +in :py:meth:`.HindcastEnsemble.verify`. ``dim`` should not contain ``member`` when the comparison already computes ensemble means as in ``["e2o", "e2c"]``. @@ -121,36 +119,36 @@ User-defined comparisons ######################## You can also construct your own comparisons via the -:py:class:`~climpred.comparisons.Comparison` class. +:py:class:`climpred.comparisons.Comparison` class. .. autosummary:: Comparison First, write your own comparison function, similar to the existing ones. If a -comparison should also be used for probabilistic metrics, make sure that -``metric.probabilistic`` returns ``forecast`` with ``member`` dimension and +comparison should also be used for probabilistic metrics, make sure that probabilistic +metrics returns ``forecast`` with ``member`` dimension and ``observations`` without. For deterministic metrics, return ``forecast`` and ``observations`` with identical dimensions but without an identical comparison:: - from climpred.comparisons import Comparison, _drop_members + from climpred.comparisons import Comparison, M2M_MEMBER_DIM - def _my_m2median_comparison(ds, metric=None): + def _my_m2median_comparison(initialized, metric=None): """Identical to m2e but median.""" observations_list = [] forecast_list = [] supervector_dim = "member" - for m in ds.member.values: - forecast = _drop_members(ds, rmd_member=[m]).median("member") - observations = ds.sel(member=m).squeeze() + for m in initialized.member.values: + forecast = initialized.drop_sel(member=m).median("member") + observations = initialized.sel(member=m).squeeze() forecast_list.append(forecast) observations_list.append(observations) - observations = xr.concat(observations_list, supervector_dim) - forecast = xr.concat(forecast_list, supervector_dim) - forecast[supervector_dim] = np.arange(forecast[supervector_dim].size) - observations[supervector_dim] = np.arange(observations[supervector_dim].size) + observations = xr.concat(observations_list, M2M_MEMBER_DIM) + forecast = xr.concat(forecast_list, M2M_MEMBER_DIM) + forecast[M2M_MEMBER_DIM] = np.arange(forecast[M2M_MEMBER_DIM].size) + observations[M2M_MEMBER_DIM] = np.arange(observations[M2M_MEMBER_DIM].size) return forecast, observations Then initialize this comparison function with -:py:class:`~climpred.comparisons.Comparison`:: +:py:class:`climpred.comparisons.Comparison`:: __my_m2median_comparison = Comparison( name="m2me", diff --git a/docs/source/conf.py b/docs/source/conf.py index 113df1341..38fcd322f 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -38,7 +38,6 @@ # ones. extensions = [ "myst_nb", - # "nbsphinx", "sphinx.ext.autodoc", "sphinx.ext.autosummary", "sphinx.ext.extlinks", @@ -50,8 +49,11 @@ "sphinx_copybutton", "IPython.sphinxext.ipython_directive", "IPython.sphinxext.ipython_console_highlighting", + "sphinxcontrib.bibtex", ] +bibtex_bibfiles = ["refs.bib"] + # autosummary_generate = True # autodoc_typehints = "none" diff --git a/docs/source/metrics.rst b/docs/source/metrics.rst index 18b38532d..050316a96 100644 --- a/docs/source/metrics.rst +++ b/docs/source/metrics.rst @@ -42,7 +42,7 @@ Deterministic Deterministic metrics assess the forecast as a definite prediction of the future, rather than in terms of probabilities. Another way to look at deterministic metrics is that they are a special case of probabilistic metrics where a value of one is assigned to -one category and zero to all others [Jolliffe2011]_. +one category and zero to all others [Jolliffe2011_]. Correlation Metrics =================== @@ -355,7 +355,7 @@ Probabilistic Probabilistic metrics include the spread of the ensemble simulations in their calculations and assign a probability value between 0 and 1 to their forecasts -[Jolliffe2011]_. +[Jolliffe2011_]. Continuous Ranked Probability Score (CRPS) ========================================== diff --git a/docs/source/prediction-ensemble-object.ipynb b/docs/source/prediction-ensemble-object.ipynb index 0d70b9e07..66854f743 100644 --- a/docs/source/prediction-ensemble-object.ipynb +++ b/docs/source/prediction-ensemble-object.ipynb @@ -106,7 +106,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can now pull in some sample data that is packaged with `climpred`. We'll start out with a `{py:class}`.HindcastEnsemble` demo, followed by a {py:class}`.PerfectModelEnsemble` case." + "We can now pull in some sample data that is packaged with `climpred`. We'll start out with a {py:class}`.HindcastEnsemble` demo, followed by a {py:class}`.PerfectModelEnsemble` case." ] }, { @@ -214,7 +214,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now we instantiate the `{py:class}`.HindcastEnsemble` object and append all of our products to it." + "Now we instantiate the {py:class}`.HindcastEnsemble` object and append all of our products to it." ] }, { diff --git a/docs/source/setting-up-data.rst b/docs/source/setting-up-data.rst index 53836ed67..380565bf0 100644 --- a/docs/source/setting-up-data.rst +++ b/docs/source/setting-up-data.rst @@ -12,7 +12,7 @@ This allows things to run more easily under-the-hood. ``init`` is the initialization dimension, that relays the time steps at which the ensemble was initialized. ``init`` is known as ``forecast_reference_time`` in the `CF convention `_. -``init`` must be of type :py:class:`~pandas.DatetimeIndex`, or +``init`` must be of type :py:class:`pandas.DatetimeIndex`, or :py:class:`xarray.CFTimeIndex`. If ``init`` is of type ``int``, it is assumed to be annual data starting Jan 1st. A UserWarning is issues when this assumption is made. @@ -49,7 +49,7 @@ Check out the demo to setup a ``climpred``-ready prediction ensemble **Verification products** are expected to contain the ``time`` dimension at the minimum. For best use of ``climpred``, their ``time`` dimension should cover the full length of ``init`` and be the same calendar type as the accompanying prediction ensemble. -The ``time`` dimension must be :py:class:`~pandas.DatetimeIndex`, or +The ``time`` dimension must be :py:class:`pandas.DatetimeIndex`, or :py:class:`xarray.CFTimeIndex`. ``time`` dimension of type ``int`` is assumed to be annual data starting Jan 1st. A UserWarning is issued when this assumption is made. @@ -74,7 +74,7 @@ that ``climpred`` supports for them. - ``forecast_period`` - units (str) [``years``, ``seasons``, ``months``, ``weeks``, ``pentads``, ``days``, ``hours``, ``minutes``, ``seconds``] if not :py:class:`pandas.Timedelta` * - ``init`` - - :py:class:`~pandas.DatetimeIndex` or :py:class:`xarray.CFTimeIndex`. + - :py:class:`pandas.DatetimeIndex` or :py:class:`xarray.CFTimeIndex`. - initialization as start date of experiment - ``forecast_reference_time`` - None diff --git a/docs/source/smoothing.ipynb b/docs/source/smoothing.ipynb index 7bcb68172..063799cb4 100644 --- a/docs/source/smoothing.ipynb +++ b/docs/source/smoothing.ipynb @@ -195,7 +195,7 @@ "source": [ "## Temporal smoothing\n", "\n", - "In order to reduce temporal noise, decadal predictions are recommended to take multi-year averages [Goddard2013]." + "In order to reduce temporal noise, decadal predictions are recommended to take multi-year averages [Goddard2013_]. [^Goddard2013]" ] }, { @@ -867,7 +867,7 @@ ], "source": [ "pm_ssmoothed.verify(metric=\"rmse\", comparison=\"m2e\", dim=[\"init\", \"member\"])[v].plot(\n", - " col=\"lead\", robust=True, yincrease=True\n", + " col=\"lead\", robust=True, yincrease=True, xincrease=True\n", ")" ] }, @@ -1078,7 +1078,9 @@ "source": [ "## References\n", "\n", - ".. [Goddard2013] Goddard, L., A. Kumar, A. Solomon, D. Smith, G. Boer, P. Gonzalez, V. Kharin, et al. “A Verification Framework for Interannual-to-Decadal Predictions Experiments.” Climate Dynamics 40, no. 1–2 (January 1, 2013): 245–72. https://doi.org/10/f4jjvf.\n" + ".. [Goddard2013] Goddard, L., A. Kumar, A. Solomon, D. Smith, G. Boer, P. Gonzalez, V. Kharin, et al.\n", + " “A Verification Framework for Interannual-to-Decadal Predictions Experiments.” Climate Dynamics 40, no. 1–2 \n", + " (January 1, 2013): 245–72. https://doi.org/10/f4jjvf." ] }, { diff --git a/docs/source/terminology.rst b/docs/source/terminology.rst index ed90c7baf..5506cc110 100644 --- a/docs/source/terminology.rst +++ b/docs/source/terminology.rst @@ -16,10 +16,12 @@ ocean by assimilation of observations) at initialization dates and integrated fo lead years [Boer2016_]. *Perfect Model Experiment* (:py:class:`.PerfectModelEnsemble`): -Ensemble members are initialized from a control simulation at randomly chosen +Ensemble members are initialized from a control simulation +(:py:meth:`.PerfectModelEnsemble.add_control`) at randomly chosen initialization dates and integrated for some lead years [Griffies1997_]. -*Reconstruction/Assimilation*: A "reconstruction" is a model solution that uses +*Reconstruction/Assimilation*: (:py:meth:`.HindcastEnsemble.add_observations`) +A "reconstruction" is a model solution that uses observations in some capacity to approximate historical or current conditions of the atmosphere, ocean, sea ice, and/or land. This could be done via a forced simulation, such as an OMIP run that uses a dynamical ocean/sea ice core with reanalysis forcing @@ -28,7 +30,8 @@ assimilates observations into the model solution. For weather, subseasonal, and seasonal predictions, the terms re-analysis and analysis are the terms typically used, while reconstruction is more commonly used for decadal predictions. -*Uninitialized Ensemble*: In this framework, an *uninitialized ensemble* is one that +*Uninitialized Ensemble*: (:py:meth:`.HindcastEnsemble.add_uninitialized`) +In this framework, an *uninitialized ensemble* is one that is generated by perturbing initial conditions only at one point in the historical run. These are generated via micro (round-off error perturbations) or macro (starting from completely different restart files) methods. Uninitialized ensembles are used to @@ -46,12 +49,14 @@ Forecast Assessment *Accuracy*: The average degree of correspondence between individual pairs of forecasts and observations [Murphy1988, Jolliffe2011_]. Examples include Mean Absolute Error -(MAE) and Mean Square Error (MSE). See `metrics `_. +(MAE) :py:func:`~.climpred.metrics._mae` and Mean Square Error (MSE) +:py:func:`~.climpred.metrics._mse`. See `metrics `_. *Association*: The overall strength of the relationship between individual pairs of forecasts and observations [Jolliffe2011_]. The primary measure of association is the Anomaly Correlation Coefficient (ACC), which can be measured using the Pearson -product-moment correlation or Spearman's Rank correlation. See +product-moment correlation :py:func:`~.climpred.metrics._pearson_r` or +Spearman's Rank correlation :py:func:`~.climpred.metrics._spearman_r`. See `metrics `_. *(Potential) Predictability*: This characterizes the "ability to be predicted" @@ -61,7 +66,8 @@ ensemble and a member (or collection of members) selected as the verification me (in a perfect-model setup) or the reconstruction that initialized it (in a hindcast setup) [Meehl2013, Pegion2019_]. -*(Prediction) Skill*: This characterizes the current ability of the ensemble +*(Prediction) Skill*: (:py:meth:`.HindcastEnsemble.verify`) +This characterizes the current ability of the ensemble forecasting system to predict the real world. This is derived by computing a metric between the prediction ensemble and observations, reanalysis, or analysis of the real world [Meehl2013, Pegion2019_]. diff --git a/setup.cfg b/setup.cfg index ff63bd3f3..1bb03f2d9 100644 --- a/setup.cfg +++ b/setup.cfg @@ -45,6 +45,10 @@ filterwarnings = ignore: 'base' in .resample():FutureWarning # matplotlib ignore: More than 20 figures:RuntimeWarning + # numpy https://stackoverflow.com/questions/40659212/futurewarning-elementwise-comparison-failed-returning-scalar-but-in-the-futur#46721064 + ignore: elementwise comparison failed + # pydap + ignore: DeprecationWarning: Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated markers = mistral: tests requiring being on MPI supercomputer markers = From 9f1118e36b2fb16e3a86451dd5af430ea159b4ac Mon Sep 17 00:00:00 2001 From: AS Date: Wed, 15 Dec 2021 18:52:12 +0100 Subject: [PATCH 46/61] misc notebooks execute never, else auto --- docs/source/conf.py | 5 +---- docs/source/examples/misc/climpred_gpu.ipynb | 8 ++++++-- docs/source/examples/misc/efficient_dask.ipynb | 5 ++++- docs/source/examples/misc/setup_your_own_data.ipynb | 5 ++++- 4 files changed, 15 insertions(+), 8 deletions(-) diff --git a/docs/source/conf.py b/docs/source/conf.py index 38fcd322f..04d18bda1 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -49,11 +49,8 @@ "sphinx_copybutton", "IPython.sphinxext.ipython_directive", "IPython.sphinxext.ipython_console_highlighting", - "sphinxcontrib.bibtex", ] -bibtex_bibfiles = ["refs.bib"] - # autosummary_generate = True # autodoc_typehints = "none" @@ -157,7 +154,7 @@ # nbsphinx_kernel_name = "climpred-docs" # doesnt work nbsphinx_allow_errors = True nbsphinx_timeout = 600 -nbsphinx_execute = "never" +nbsphinx_execute = "auto" # "never" "always" # Napoleon configurations napoleon_google_docstring = True diff --git a/docs/source/examples/misc/climpred_gpu.ipynb b/docs/source/examples/misc/climpred_gpu.ipynb index 119c0ffa8..933b4f148 100644 --- a/docs/source/examples/misc/climpred_gpu.ipynb +++ b/docs/source/examples/misc/climpred_gpu.ipynb @@ -296,8 +296,12 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.10" - } + }, + "toc-showtags": false }, "nbformat": 4, - "nbformat_minor": 4 + "nbformat_minor": 4, + "nbsphinx": { + "execute": "never" + }, } diff --git a/docs/source/examples/misc/efficient_dask.ipynb b/docs/source/examples/misc/efficient_dask.ipynb index 64dcdd0ca..718b58b56 100644 --- a/docs/source/examples/misc/efficient_dask.ipynb +++ b/docs/source/examples/misc/efficient_dask.ipynb @@ -505,5 +505,8 @@ } }, "nbformat": 4, - "nbformat_minor": 4 + "nbformat_minor": 4, + "nbsphinx": { + "execute": "never" + }, } diff --git a/docs/source/examples/misc/setup_your_own_data.ipynb b/docs/source/examples/misc/setup_your_own_data.ipynb index 45ef07eab..2f36b9f0c 100644 --- a/docs/source/examples/misc/setup_your_own_data.ipynb +++ b/docs/source/examples/misc/setup_your_own_data.ipynb @@ -792,5 +792,8 @@ } }, "nbformat": 4, - "nbformat_minor": 4 + "nbformat_minor": 4, + "nbsphinx": { + "execute": "never" + }, } From 0b29cdef515312e2868531c709271589e87368c3 Mon Sep 17 00:00:00 2001 From: AS Date: Wed, 15 Dec 2021 19:14:05 +0100 Subject: [PATCH 47/61] fix setup.cfg --- docs/source/smoothing.ipynb | 23 +++++++++++------------ setup.cfg | 2 +- 2 files changed, 12 insertions(+), 13 deletions(-) diff --git a/docs/source/smoothing.ipynb b/docs/source/smoothing.ipynb index 063799cb4..ccd6fb212 100644 --- a/docs/source/smoothing.ipynb +++ b/docs/source/smoothing.ipynb @@ -144,7 +144,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "`climpred` requires that `lead` dimension has an attribute called `units` indicating what time units the `lead` is assocated with. Options are: `years, seasons, months, weeks, pentads, days`, `hours`, `minutes`, `seconds`. For the this data, the `lead` `units` are `years`. " + "`climpred` requires that `lead` dimension has an attribute called `units` indicating what time units the `lead` is assocated with. Options are: `years`, `seasons`, `months`, `weeks`, `pentads`, `days`, `hours`, `minutes`, `seconds`. For the this data, the `lead` `units` are `years`. " ] }, { @@ -195,7 +195,7 @@ "source": [ "## Temporal smoothing\n", "\n", - "In order to reduce temporal noise, decadal predictions are recommended to take multi-year averages [Goddard2013_]. [^Goddard2013]" + "In order to reduce temporal noise, decadal predictions are recommended to take multi-year averages [Goddard et al. 2013]." ] }, { @@ -501,9 +501,9 @@ } ], "source": [ - "pm_NA = PerfectModelEnsemble(load_dataset(\"MPI-PM-DP-1D\").tos)\n", - "pm_NA = pm_NA.add_control(load_dataset(\"MPI-control-1D\").tos)\n", - "pm_NA = pm_NA.sel(area=\"North_Atlantic_SPG\", period=\"DJF\")" + "pm = PerfectModelEnsemble(load_dataset(\"MPI-PM-DP-1D\"))\n", + "pm = pm.add_control(load_dataset(\"MPI-control-1D\"))\n", + "pm_NA = pm_NA.sel(area=\"North_Atlantic_SPG\", period=\"DJF\")[['tos']]" ] }, { @@ -738,7 +738,7 @@ "metadata": {}, "source": [ "## Spatial smoothing\n", - "In order to reduce spatial noise, global decadal predictions are recommended to get regridded to a 5 degree longitude x 5 degree latitude grid as recommended [Goddard2013_]." + "In order to reduce spatial noise, global decadal predictions are recommended to get regridded to a 5 degree longitude x 5 degree latitude grid as recommended [Goddard et al. 2013]." ] }, { @@ -866,8 +866,8 @@ } ], "source": [ - "pm_ssmoothed.verify(metric=\"rmse\", comparison=\"m2e\", dim=[\"init\", \"member\"])[v].plot(\n", - " col=\"lead\", robust=True, yincrease=True, xincrease=True\n", + "pm_ssmoothed.verify(metric=\"rmse\", comparison=\"m2e\", dim=[\"init\", \"member\"])[v].T.plot(\n", + " col=\"lead\", robust=True, yincrease=True,\n", ")" ] }, @@ -997,7 +997,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "{py:meth}`.HindcastEnsemble.smooth` `(\"goddard2013\")` creates 4-year means and 5x5 degree regridding as suggested in Goddard2013_." + "{py:meth}`.HindcastEnsemble.smooth` `(\"goddard2013\")` creates 4-year means and 5x5 degree regridding as suggested in Goddard et al. 2013." ] }, { @@ -1078,9 +1078,8 @@ "source": [ "## References\n", "\n", - ".. [Goddard2013] Goddard, L., A. Kumar, A. Solomon, D. Smith, G. Boer, P. Gonzalez, V. Kharin, et al.\n", - " “A Verification Framework for Interannual-to-Decadal Predictions Experiments.” Climate Dynamics 40, no. 1–2 \n", - " (January 1, 2013): 245–72. https://doi.org/10/f4jjvf." + "1. Goddard, L., A. Kumar, A. Solomon, D. Smith, G. Boer, P. Gonzalez, V. Kharin, et al.\n", + "“A Verification Framework for Interannual-to-Decadal Predictions Experiments.” Climate Dynamics 40, no. 1–2 (January 1, 2013): 245–72. https://doi.org/10/f4jjvf." ] }, { diff --git a/setup.cfg b/setup.cfg index 1bb03f2d9..02c3f7a9a 100644 --- a/setup.cfg +++ b/setup.cfg @@ -48,7 +48,7 @@ filterwarnings = # numpy https://stackoverflow.com/questions/40659212/futurewarning-elementwise-comparison-failed-returning-scalar-but-in-the-futur#46721064 ignore: elementwise comparison failed # pydap - ignore: DeprecationWarning: Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated + ignore: Using or importing the ABCs from markers = mistral: tests requiring being on MPI supercomputer markers = From ec2842b781e65fbe3994062ba78e3ef009844dc2 Mon Sep 17 00:00:00 2001 From: AS Date: Wed, 15 Dec 2021 22:29:01 +0100 Subject: [PATCH 48/61] monseas example --- .../monseas/monthly-enso-subx-example.ipynb | 557 +++++++++-- .../monseas/seasonal-enso-subx-example.ipynb | 945 ++++++++++++------ 2 files changed, 1060 insertions(+), 442 deletions(-) diff --git a/docs/source/examples/monseas/monthly-enso-subx-example.ipynb b/docs/source/examples/monseas/monthly-enso-subx-example.ipynb index a6ae686f3..e9757fee5 100644 --- a/docs/source/examples/monseas/monthly-enso-subx-example.ipynb +++ b/docs/source/examples/monseas/monthly-enso-subx-example.ipynb @@ -23,9 +23,9 @@ "source": [ "### The North American Multi-model Ensemble (NMME)\n", "\n", - "Further information on NMME is available from [Kirtman et al. 2014](https://journals.ametsoc.org/doi/full/10.1175/BAMS-D-12-00050.1) and the [NMME project website](https://www.cpc.ncep.noaa.gov/products/NMME/)\n", + "Further information on NMME is available from [Kirtman et al. 2014](https://journals.ametsoc.org/doi/full/10.1175/BAMS-D-12-00050.1) and the [NMME project website](https://www.cpc.ncep.noaa.gov/products/NMME/).\n", "\n", - "The NMME public database is hosted on the International Research Institute for Climate and Society (IRI) data server http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/\n", + "The NMME public database is hosted on the International Research Institute for Climate and Society (IRI) data server http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/.\n", "\n", "Since the NMME data server is accessed via this notebook, the time for the notebook to run may take a few minutes and vary depending on the speed that data is downloaded." ] @@ -46,13 +46,80 @@ { "cell_type": "code", "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 1;\n", + " var nbb_unformatted_code = \"# linting\\n%load_ext nb_black\\n%load_ext lab_black\";\n", + " var nbb_formatted_code = \"# linting\\n%load_ext nb_black\\n%load_ext lab_black\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# linting\n", + "%load_ext nb_black\n", + "%load_ext lab_black" + ] + }, + { + "cell_type": "code", + "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T20:26:56.235431Z", "start_time": "2020-01-06T20:26:54.064651Z" } }, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 2;\n", + " var nbb_unformatted_code = \"import matplotlib.pyplot as plt\\nimport xarray as xr\\nimport pandas as pd\\nimport numpy as np\\n\\n\\nfrom climpred import HindcastEnsemble\\nimport climpred\";\n", + " var nbb_formatted_code = \"import matplotlib.pyplot as plt\\nimport xarray as xr\\nimport pandas as pd\\nimport numpy as np\\n\\n\\nfrom climpred import HindcastEnsemble\\nimport climpred\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "import matplotlib.pyplot as plt\n", "import xarray as xr\n", @@ -68,24 +135,52 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Function to set 360 calendar to 360_day calendar and decond cf times" + "Function to set `360` calendar to `360_day` calendar to decode `cf` times" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T20:26:56.595041Z", "start_time": "2020-01-06T20:26:56.592324Z" } }, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 3;\n", + " var nbb_unformatted_code = \"def decode_cf(ds, time_var):\\n \\\"\\\"\\\"Decodes time dimension to CFTime standards.\\\"\\\"\\\"\\n if ds[time_var].attrs[\\\"calendar\\\"] == \\\"360\\\":\\n ds[time_var].attrs[\\\"calendar\\\"] = \\\"360_day\\\"\\n ds = xr.decode_cf(ds, decode_times=True)\\n return ds\";\n", + " var nbb_formatted_code = \"def decode_cf(ds, time_var):\\n \\\"\\\"\\\"Decodes time dimension to CFTime standards.\\\"\\\"\\\"\\n if ds[time_var].attrs[\\\"calendar\\\"] == \\\"360\\\":\\n ds[time_var].attrs[\\\"calendar\\\"] = \\\"360_day\\\"\\n ds = xr.decode_cf(ds, decode_times=True)\\n return ds\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "def decode_cf(ds, time_var):\n", " \"\"\"Decodes time dimension to CFTime standards.\"\"\"\n", - " if ds[time_var].attrs['calendar'] == '360':\n", - " ds[time_var].attrs['calendar'] = '360_day'\n", + " if ds[time_var].attrs[\"calendar\"] == \"360\":\n", + " ds[time_var].attrs[\"calendar\"] = \"360_day\"\n", " ds = xr.decode_cf(ds, decode_times=True)\n", " return ds" ] @@ -99,20 +194,20 @@ "- http://iridl.ldeo.columbia.edu/dochelp/topics/DODS/fnlist.html\n", "- https://iridl.ldeo.columbia.edu/dochelp/Documentation/funcindex.html?Set-Language=en\n", "\n", - "We take the ensemble mean here, since we are just using deterministic metrics in this example. `climpred` will automatically take the mean over the ensemble while evaluating metrics with `comparison='e2o'`, but this should make things more efficient so it doesn't have to be done multiple times." + "We take the ensemble mean here, since we are just using deterministic metrics in this example. `climpred` will automatically take the mean over the ensemble while evaluating metrics with `comparison=\"e2o\"`, but this should make things more efficient so it doesn't have to be done multiple times." ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 10.5 ms, sys: 7.31 ms, total: 17.8 ms\n", - "Wall time: 971 ms\n" + "CPU times: user 59 ms, sys: 15.7 ms, total: 74.7 ms\n", + "Wall time: 750 ms\n" ] }, { @@ -161,7 +256,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -470,49 +565,83 @@ " fill: currentColor;\n", "}\n", "
    <xarray.Dataset>\n",
    -       "Dimensions:  (L: 10, S: 348)\n",
    +       "Dimensions:  (S: 348, L: 10)\n",
            "Coordinates:\n",
    -       "  * L        (L) float32 0.5 1.5 2.5 3.5 4.5 5.5 6.5 7.5 8.5 9.5\n",
            "  * S        (S) object 1982-01-01 00:00:00 ... 2010-12-01 00:00:00\n",
    +       "  * L        (L) float32 0.5 1.5 2.5 3.5 4.5 5.5 6.5 7.5 8.5 9.5\n",
            "Data variables:\n",
    -       "    sst      (S, L) float64 ...\n",
    +       "    sst      (S, L) float64 26.36 26.63 27.15 27.96 ... 27.93 27.18 26.31 25.96\n",
            "Attributes:\n",
    -       "    Conventions:  IRIDL
  • Conventions :
    IRIDL
  • " ], "text/plain": [ "\n", - "Dimensions: (L: 10, S: 348)\n", + "Dimensions: (S: 348, L: 10)\n", "Coordinates:\n", - " * L (L) float32 0.5 1.5 2.5 3.5 4.5 5.5 6.5 7.5 8.5 9.5\n", " * S (S) object 1982-01-01 00:00:00 ... 2010-12-01 00:00:00\n", + " * L (L) float32 0.5 1.5 2.5 3.5 4.5 5.5 6.5 7.5 8.5 9.5\n", "Data variables:\n", - " sst (S, L) float64 ...\n", + " sst (S, L) float64 26.36 26.63 27.15 27.96 ... 27.93 27.18 26.31 25.96\n", "Attributes:\n", " Conventions: IRIDL" ] }, - "execution_count": 23, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 4;\n", + " var nbb_unformatted_code = \"%%time\\n# server-side average over enso region and ensemble mean\\nurl = 'http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/NCEP-CFSv2/.HINDCAST/.MONTHLY/.sst/X/190/240/RANGEEDGES/Y/-5/5/RANGEEDGES/[X%20Y%20M]average/dods'\\nfcstds = xr.open_dataset(url, decode_times=False)\\nfcstds = decode_cf(fcstds, 'S').compute()\\nfcstds\";\n", + " var nbb_formatted_code = \"%%time\\n# server-side average over enso region and ensemble mean\\nurl = 'http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/NCEP-CFSv2/.HINDCAST/.MONTHLY/.sst/X/190/240/RANGEEDGES/Y/-5/5/RANGEEDGES/[X%20Y%20M]average/dods'\\nfcstds = xr.open_dataset(url, decode_times=False)\\nfcstds = decode_cf(fcstds, 'S').compute()\\nfcstds\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ "%%time\n", "# server-side average over enso region and ensemble mean\n", - "url = 'http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/NCEP-CFSv2/.HINDCAST/.MONTHLY/.sst/X/190/240/RANGEEDGES/Y/-5/5/RANGEEDGES/[X Y M]average/dods'\n", + "url = 'http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/NCEP-CFSv2/.HINDCAST/.MONTHLY/.sst/X/190/240/RANGEEDGES/Y/-5/5/RANGEEDGES/[X%20Y%20M]average/dods'\n", "fcstds = xr.open_dataset(url, decode_times=False)\n", - "fcstds = decode_cf(fcstds, 'S')#.compute()\n", + "fcstds = decode_cf(fcstds, 'S').compute()\n", "fcstds" ] }, @@ -520,44 +649,99 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The NMME data dimensions correspond to the following `climpred` dimension definitions: `L=lead`,`M=member`, `S=init`. We will rename the dimensions to their `climpred` names." + "The NMME data dimensions correspond to the following `climpred` dimension definitions: `L=lead`,`M=member`, `S=init`. `climpred` renames the dimensions based on their `attrs` `standard_name` when creating {py:class}`.HindcastEnsemble`, but we need to first adapt the coordinates manually." ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T20:26:58.652387Z", "start_time": "2020-01-06T20:26:58.649738Z" } }, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 5;\n", + " var nbb_unformatted_code = \"fcstds = fcstds.rename({\\\"S\\\": \\\"init\\\", \\\"L\\\": \\\"lead\\\"})\";\n", + " var nbb_formatted_code = \"fcstds = fcstds.rename({\\\"S\\\": \\\"init\\\", \\\"L\\\": \\\"lead\\\"})\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "fcstds = fcstds.rename({'S': 'init',\n", - " 'L': 'lead'})" + "fcstds = fcstds.rename({\"S\": \"init\", \"L\": \"lead\"})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Let's make sure that the `lead` dimension is set properly for `climpred`. NMME data stores `leads` as 0.5, 1.5, 2.5, etc, which correspond to 0, 1, 2, ... months since initialization. We will change the `lead` to be integers starting with zero. `climpred` also requires that `lead` dimension has an attribute called `units` indicating what time units the `lead` is assocated with. Options are: `years,seasons,months,weeks,pentads,days`. For the monthly NMME data, the `lead` `units` are `months`. " + "Let's make sure that the `lead` dimension is set properly for `climpred`. NMME data stores `leads` as 0.5, 1.5, 2.5, etc, which correspond to 0, 1, 2, ... months since initialization. We will change the `lead` to be integers starting with zero. `climpred` also requires that `lead` dimension has an attribute called `units` indicating what time units the `lead` is assocated with. Options are: `years`,`seasons`,`months`,`weeks`,`pentads`,`days`,`hours`,`minutes`,`seconds`. For the monthly NMME data, the `lead` `units` are `months`. " ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T20:26:58.932066Z", "start_time": "2020-01-06T20:26:58.928398Z" } }, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 6;\n", + " var nbb_unformatted_code = \"fcstds[\\\"lead\\\"] = (fcstds[\\\"lead\\\"] - 0.5).astype(\\\"int\\\")\\nfcstds[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"months\\\"}\";\n", + " var nbb_formatted_code = \"fcstds[\\\"lead\\\"] = (fcstds[\\\"lead\\\"] - 0.5).astype(\\\"int\\\")\\nfcstds[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"months\\\"}\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "fcstds['lead'] = (fcstds['lead'] - 0.5).astype('int')\n", - "fcstds['lead'].attrs = {'units': 'months'}" + "fcstds[\"lead\"] = (fcstds[\"lead\"] - 0.5).astype(\"int\")\n", + "fcstds[\"lead\"].attrs = {\"units\": \"months\"}" ] }, { @@ -569,7 +753,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T20:27:01.118878Z", @@ -577,6 +761,14 @@ } }, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 10.7 ms, sys: 7.87 ms, total: 18.6 ms\n", + "Wall time: 479 ms\n" + ] + }, { "data": { "text/html": [ @@ -623,7 +815,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -938,12 +1130,13 @@ "Data variables:\n", " sst (T) float64 26.81 26.78 27.26 28.06 ... 28.96 28.83 28.89 28.99\n", "Attributes:\n", - " Conventions: IRIDL
  • Conventions :
    IRIDL
  • " ], "text/plain": [ "\n", @@ -996,14 +1189,41 @@ " Conventions: IRIDL" ] }, - "execution_count": 8, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 7;\n", + " var nbb_unformatted_code = \"%%time\\nobsurl='http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/.OIv2_SST/.sst/X/190/240/RANGEEDGES/Y/-5/5/RANGEEDGES/[X%20Y]average/dods'\\nverifds = xr.open_dataset(obsurl, decode_times=False)\\nverifds = decode_cf(verifds, 'T').compute()\\nverifds\";\n", + " var nbb_formatted_code = \"%%time\\nobsurl='http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/.OIv2_SST/.sst/X/190/240/RANGEEDGES/Y/-5/5/RANGEEDGES/[X%20Y]average/dods'\\nverifds = xr.open_dataset(obsurl, decode_times=False)\\nverifds = decode_cf(verifds, 'T').compute()\\nverifds\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ "%%time\n", - "obsurl='http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/.OIv2_SST/.sst/X/190/240/RANGEEDGES/Y/-5/5/RANGEEDGES/[X Y]average/dods'\n", + "obsurl='http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/.OIv2_SST/.sst/X/190/240/RANGEEDGES/Y/-5/5/RANGEEDGES/[X%20Y]average/dods'\n", "verifds = xr.open_dataset(obsurl, decode_times=False)\n", "verifds = decode_cf(verifds, 'T').compute()\n", "verifds" @@ -1018,16 +1238,44 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T20:27:01.531745Z", "start_time": "2020-01-06T20:27:01.528852Z" } }, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 8;\n", + " var nbb_unformatted_code = \"verifds = verifds.rename({\\\"T\\\": \\\"time\\\"})\";\n", + " var nbb_formatted_code = \"verifds = verifds.rename({\\\"T\\\": \\\"time\\\"})\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "verifds = verifds.rename({'T': 'time'})" + "verifds = verifds.rename({\"T\": \"time\"})" ] }, { @@ -1039,16 +1287,46 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T20:27:02.082512Z", "start_time": "2020-01-06T20:27:02.072568Z" } }, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 9;\n", + " var nbb_unformatted_code = \"verifds[\\\"time\\\"] = xr.cftime_range(\\n start=\\\"1982-01\\\", periods=verifds[\\\"time\\\"].size, freq=\\\"MS\\\", calendar=\\\"360_day\\\"\\n)\";\n", + " var nbb_formatted_code = \"verifds[\\\"time\\\"] = xr.cftime_range(\\n start=\\\"1982-01\\\", periods=verifds[\\\"time\\\"].size, freq=\\\"MS\\\", calendar=\\\"360_day\\\"\\n)\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "verifds['time'] = xr.cftime_range(start='1982-01', periods=verifds['time'].size, freq='MS', calendar='360_day')" + "verifds[\"time\"] = xr.cftime_range(\n", + " start=\"1982-01\", periods=verifds[\"time\"].size, freq=\"MS\", calendar=\"360_day\"\n", + ")" ] }, { @@ -1060,54 +1338,57 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T20:27:03.439898Z", "start_time": "2020-01-06T20:27:03.432591Z" } }, - "outputs": [], - "source": [ - "fcstds = fcstds.sel(init=slice('1982-01-01', '2010-12-01'))\n", - "verifds = verifds.sel(time=slice('1982-01-01', '2010-12-01'))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Calculate the Nino3.4 index for forecast and verification." - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": { - "ExecuteTime": { - "end_time": "2020-01-06T20:27:04.626000Z", - "start_time": "2020-01-06T20:27:03.912618Z" + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 10;\n", + " var nbb_unformatted_code = \"fcstds = fcstds.sel(init=slice(\\\"1982-01-01\\\", \\\"2010-12-01\\\"))\\nverifds = verifds.sel(time=slice(\\\"1982-01-01\\\", \\\"2010-12-01\\\"))\";\n", + " var nbb_formatted_code = \"fcstds = fcstds.sel(init=slice(\\\"1982-01-01\\\", \\\"2010-12-01\\\"))\\nverifds = verifds.sel(time=slice(\\\"1982-01-01\\\", \\\"2010-12-01\\\"))\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" } - }, - "outputs": [], + ], "source": [ - "fcstclimo = fcstds.groupby('init.month').mean('init')\n", - "fcst = (fcstds.groupby('init.month') - fcstclimo)\n", - "\n", - "verifclimo = verifds.groupby('time.month').mean('time')\n", - "verif = (verifds.groupby('time.month') - verifclimo)" + "fcstds = fcstds.sel(init=slice(\"1982-01-01\", \"2010-12-01\"))\n", + "verifds = verifds.sel(time=slice(\"1982-01-01\", \"2010-12-01\"))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Use the `climpred.HindcastEnsemble` to calculate the anomaly correlation coefficient (ACC) as a function of initialization month and lead. We use `xarray`'s `.groupby()` to create sub-groups based on the month they were initialized in.\n" + "Use {py:class}`.HindcastEnsemble` to calculate the anomaly correlation coefficient (ACC) as a function of initialization `groupby=\"month\"` and `lead`. Before {py:meth}`.HindcastEnsemble.remove_seasonality` remove the monthly seasonal cycle.\n" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T20:31:40.476350Z", @@ -1119,34 +1400,56 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 1.23 s, sys: 10.9 ms, total: 1.24 s\n", - "Wall time: 1.26 s\n" + "CPU times: user 1.55 s, sys: 15 ms, total: 1.57 s\n", + "Wall time: 1.62 s\n" ] + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 14;\n", + " var nbb_unformatted_code = \"%%time\\nhindcast = HindcastEnsemble(fcstds)\\nhindcast = hindcast.add_observations(verifds)\\nhindcast = hindcast.remove_seasonality(\\\"month\\\")\\nresult = hindcast.verify(metric='acc', comparison='e2o', dim='init', alignment='maximize', groupby='month')\";\n", + " var nbb_formatted_code = \"%%time\\nhindcast = HindcastEnsemble(fcstds)\\nhindcast = hindcast.add_observations(verifds)\\nhindcast = hindcast.remove_seasonality(\\\"month\\\")\\nresult = hindcast.verify(metric='acc', comparison='e2o', dim='init', alignment='maximize', groupby='month')\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ "%%time\n", - "result = []\n", - "for label, group in fcst.groupby('init.month'):\n", - " hindcast = HindcastEnsemble(group)\n", - " hindcast = hindcast.add_observations(verif)\n", - " skill = hindcast.verify(metric='acc', comparison='e2o', dim='init', alignment='maximize')\n", - " result.append(skill)\n", - "\n", - "result = xr.concat(result, dim='month')\n", - "result['month'] = np.arange(12) + 1" + "hindcast = HindcastEnsemble(fcstds)\n", + "hindcast = hindcast.add_observations(verifds)\n", + "hindcast = hindcast.remove_seasonality(\"month\")\n", + "result = hindcast.verify(metric='acc', comparison='e2o', dim='init', alignment='maximize', groupby='month')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Plot the ACC as function of Initial Month and lead-time" + "Plot the ACC {py:func}`.climpred.metrics._pearson_r` as function of Initial Month and lead-time" ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -1155,13 +1458,13 @@ "Text(0, 0.5, 'Lead Time (Months)')" ] }, - "execution_count": 27, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
    " ] @@ -1170,16 +1473,41 @@ "needs_background": "light" }, "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 15;\n", + " var nbb_unformatted_code = \"result.sst.plot(y=\\\"lead\\\", cmap=\\\"YlOrRd\\\", vmin=0.0, vmax=1.0)\\n\\nplt.title(\\\"NCEP-CFSv2 Nino3.4 ACC\\\")\\nplt.xlabel(\\\"Initial Month\\\")\\nplt.ylabel(\\\"Lead Time (Months)\\\")\";\n", + " var nbb_formatted_code = \"result.sst.plot(y=\\\"lead\\\", cmap=\\\"YlOrRd\\\", vmin=0.0, vmax=1.0)\\n\\nplt.title(\\\"NCEP-CFSv2 Nino3.4 ACC\\\")\\nplt.xlabel(\\\"Initial Month\\\")\\nplt.ylabel(\\\"Lead Time (Months)\\\")\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "result.sst.plot(y='lead', cmap='YlOrRd',\n", - " vmin=0.0,\n", - " vmax=1.0)\n", + "result.sst.plot(y=\"lead\", cmap=\"YlOrRd\", vmin=0.0, vmax=1.0)\n", "\n", - "plt.title('NCEP-CFSv2 Nino3.4 ACC')\n", - "plt.xlabel('Initial Month')\n", - "plt.ylabel('Lead Time (Months)')" + "plt.title(\"NCEP-CFSv2 Nino3.4 ACC\")\n", + "plt.xlabel(\"Initial Month\")\n", + "plt.ylabel(\"Lead Time (Months)\")" ] }, { @@ -1190,6 +1518,13 @@ "\n", "1. Kirtman, B.P., D. Min, J.M. Infanti, J.L. Kinter, D.A. Paolino, Q. Zhang, H. van den Dool, S. Saha, M.P. Mendez, E. Becker, P. Peng, P. Tripp, J. Huang, D.G. DeWitt, M.K. Tippett, A.G. Barnston, S. Li, A. Rosati, S.D. Schubert, M. Rienecker, M. Suarez, Z.E. Li, J. Marshak, Y. Lim, J. Tribbia, K. Pegion, W.J. Merryfield, B. Denis, and E.F. Wood, 2014: The North American Multimodel Ensemble: Phase-1 Seasonal-to-Interannual Prediction; Phase-2 toward Developing Intraseasonal Prediction. Bull. Amer. Meteor. Soc., 95, 585–601, https://doi.org/10.1175/BAMS-D-12-00050.1" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/docs/source/examples/monseas/seasonal-enso-subx-example.ipynb b/docs/source/examples/monseas/seasonal-enso-subx-example.ipynb index 60b3bbbdb..95ddfb341 100644 --- a/docs/source/examples/monseas/seasonal-enso-subx-example.ipynb +++ b/docs/source/examples/monseas/seasonal-enso-subx-example.ipynb @@ -22,9 +22,9 @@ "source": [ "### The North American Multi-model Ensemble (NMME)\n", "\n", - "Further information on NMME is available from [Kirtman et al. 2014](https://journals.ametsoc.org/doi/full/10.1175/BAMS-D-12-00050.1) and the [NMME project website](https://www.cpc.ncep.noaa.gov/products/NMME/)\n", + "Further information on NMME is available from [Kirtman et al. 2014](https://journals.ametsoc.org/doi/full/10.1175/BAMS-D-12-00050.1) and the [NMME project website](https://www.cpc.ncep.noaa.gov/products/NMME/).\n", "\n", - "The NMME public database is hosted on the International Research Institute for Climate and Society (IRI) data server http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/" + "The NMME public database is hosted on the International Research Institute for Climate and Society (IRI) data server http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/." ] }, { @@ -44,7 +44,74 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 1;\n", + " var nbb_unformatted_code = \"# linting\\n%load_ext nb_black\\n%load_ext lab_black\";\n", + " var nbb_formatted_code = \"# linting\\n%load_ext nb_black\\n%load_ext lab_black\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# linting\n", + "%load_ext nb_black\n", + "%load_ext lab_black" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 2;\n", + " var nbb_unformatted_code = \"import matplotlib.pyplot as plt\\nimport xarray as xr\\nimport pandas as pd\\nimport numpy as np\\n\\nfrom climpred import HindcastEnsemble\\nimport climpred\";\n", + " var nbb_formatted_code = \"import matplotlib.pyplot as plt\\nimport xarray as xr\\nimport pandas as pd\\nimport numpy as np\\n\\nfrom climpred import HindcastEnsemble\\nimport climpred\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "import matplotlib.pyplot as plt\n", "import xarray as xr\n", @@ -57,14 +124,42 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 3;\n", + " var nbb_unformatted_code = \"def decode_cf(ds, time_var):\\n \\\"\\\"\\\"Decodes time dimension to CFTime standards.\\\"\\\"\\\"\\n if ds[time_var].attrs[\\\"calendar\\\"] == \\\"360\\\":\\n ds[time_var].attrs[\\\"calendar\\\"] = \\\"360_day\\\"\\n ds = xr.decode_cf(ds, decode_times=True)\\n return ds\";\n", + " var nbb_formatted_code = \"def decode_cf(ds, time_var):\\n \\\"\\\"\\\"Decodes time dimension to CFTime standards.\\\"\\\"\\\"\\n if ds[time_var].attrs[\\\"calendar\\\"] == \\\"360\\\":\\n ds[time_var].attrs[\\\"calendar\\\"] = \\\"360_day\\\"\\n ds = xr.decode_cf(ds, decode_times=True)\\n return ds\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "def decode_cf(ds, time_var):\n", " \"\"\"Decodes time dimension to CFTime standards.\"\"\"\n", - " if ds[time_var].attrs['calendar'] == '360':\n", - " ds[time_var].attrs['calendar'] = '360_day'\n", + " if ds[time_var].attrs[\"calendar\"] == \"360\":\n", + " ds[time_var].attrs[\"calendar\"] = \"360_day\"\n", " ds = xr.decode_cf(ds, decode_times=True)\n", " return ds" ] @@ -73,14 +168,27 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Load the monthly sea surface temperature (SST) hindcast data for the NCEP-CFSv2 model from the data server" + "The original monthly sea surface temperature (SST) hindcast data for the NCEP-CFSv2 model from IRIDL is a large dataset (~20GB). However, we can leverage `ingrid` on the IRIDL server and open server-side preprocessed data via `OpenDAP` into `xarray`. Averaging over longitude `X` and latitude `Y` and ensemble member `M` reduces the download size to just a few kB.\n", + "\n", + "- http://iridl.ldeo.columbia.edu/dochelp/topics/DODS/fnlist.html\n", + "- https://iridl.ldeo.columbia.edu/dochelp/Documentation/funcindex.html?Set-Language=en\n", + "\n", + "We take the ensemble mean here, since we are just using deterministic metrics in this example. `climpred` will automatically take the mean over the ensemble while evaluating metrics with `comparison=\"e2o\"`, but this should make things more efficient so it doesn't have to be done multiple times." ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 62.9 ms, sys: 17.9 ms, total: 80.8 ms\n", + "Wall time: 800 ms\n" + ] + }, { "data": { "text/html": [ @@ -127,7 +235,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -436,169 +544,83 @@ " fill: currentColor;\n", "}\n", "
    <xarray.Dataset>\n",
    -       "Dimensions:  (L: 10, M: 24, S: 348, X: 360, Y: 181)\n",
    +       "Dimensions:  (S: 348, L: 10)\n",
            "Coordinates:\n",
            "  * S        (S) object 1982-01-01 00:00:00 ... 2010-12-01 00:00:00\n",
    -       "  * M        (M) float32 1.0 2.0 3.0 4.0 5.0 6.0 ... 20.0 21.0 22.0 23.0 24.0\n",
    -       "  * X        (X) float32 0.0 1.0 2.0 3.0 4.0 ... 355.0 356.0 357.0 358.0 359.0\n",
            "  * L        (L) float32 0.5 1.5 2.5 3.5 4.5 5.5 6.5 7.5 8.5 9.5\n",
    -       "  * Y        (Y) float32 -90.0 -89.0 -88.0 -87.0 -86.0 ... 87.0 88.0 89.0 90.0\n",
            "Data variables:\n",
    -       "    sst      (S, L, M, Y, X) float32 dask.array<chunksize=(1, 10, 24, 181, 360), meta=np.ndarray>\n",
    +       "    sst      (S, L) float64 26.36 26.63 27.15 27.96 ... 27.93 27.18 26.31 25.96\n",
            "Attributes:\n",
    -       "    Conventions:  IRIDL
    " + " Conventions: IRIDL" ], "text/plain": [ "\n", - "Dimensions: (L: 10, M: 24, S: 348, X: 360, Y: 181)\n", + "Dimensions: (S: 348, L: 10)\n", "Coordinates:\n", " * S (S) object 1982-01-01 00:00:00 ... 2010-12-01 00:00:00\n", - " * M (M) float32 1.0 2.0 3.0 4.0 5.0 6.0 ... 20.0 21.0 22.0 23.0 24.0\n", - " * X (X) float32 0.0 1.0 2.0 3.0 4.0 ... 355.0 356.0 357.0 358.0 359.0\n", " * L (L) float32 0.5 1.5 2.5 3.5 4.5 5.5 6.5 7.5 8.5 9.5\n", - " * Y (Y) float32 -90.0 -89.0 -88.0 -87.0 -86.0 ... 87.0 88.0 89.0 90.0\n", "Data variables:\n", - " sst (S, L, M, Y, X) float32 dask.array\n", + " sst (S, L) float64 26.36 26.63 27.15 27.96 ... 27.93 27.18 26.31 25.96\n", "Attributes:\n", " Conventions: IRIDL" ] }, - "execution_count": 3, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 4;\n", + " var nbb_unformatted_code = \"%%time\\n# Get NMME data for NCEP-CFSv2, SST\\nurl = 'http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/NCEP-CFSv2/.HINDCAST/.MONTHLY/.sst/X/190/240/RANGEEDGES/Y/-5/5/RANGEEDGES/[X%20Y%20M]average/dods'\\nfcstds = xr.open_dataset(url, decode_times=False)\\nfcstds = decode_cf(fcstds, 'S').compute()\\nfcstds\";\n", + " var nbb_formatted_code = \"%%time\\n# Get NMME data for NCEP-CFSv2, SST\\nurl = 'http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/NCEP-CFSv2/.HINDCAST/.MONTHLY/.sst/X/190/240/RANGEEDGES/Y/-5/5/RANGEEDGES/[X%20Y%20M]average/dods'\\nfcstds = xr.open_dataset(url, decode_times=False)\\nfcstds = decode_cf(fcstds, 'S').compute()\\nfcstds\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ + "%%time\n", "# Get NMME data for NCEP-CFSv2, SST\n", - "url = 'http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/NCEP-CFSv2/.HINDCAST/.MONTHLY/.sst/dods'\n", - "fcstds = xr.open_dataset(url, decode_times=False, chunks={'S': 1, 'L': 12})\n", - "fcstds = decode_cf(fcstds, 'S')\n", + "url = 'http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/NCEP-CFSv2/.HINDCAST/.MONTHLY/.sst/X/190/240/RANGEEDGES/Y/-5/5/RANGEEDGES/[X%20Y%20M]average/dods'\n", + "fcstds = xr.open_dataset(url, decode_times=False)\n", + "fcstds = decode_cf(fcstds, 'S').compute()\n", "fcstds" ] }, @@ -606,20 +628,44 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The NMME data dimensions correspond to the following `climpred` dimension definitions: `X=lon`,`L=lead`,`Y=lat`,`M=member`, `S=init`. We will rename the dimensions to their `climpred` names." + "The NMME data dimensions correspond to the following `climpred` dimension definitions: `X=lon`,`L=lead`,`Y=lat`,`M=member`, `S=init`. `climpred` renames the dimensions based on their `attrs` `standard_name` when creating {py:class}`.HindcastEnsemble`, but we need to first adapt the coordinates manually." ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 5;\n", + " var nbb_unformatted_code = \"fcstds = fcstds.rename({\\\"S\\\": \\\"init\\\", \\\"L\\\": \\\"lead\\\"})\";\n", + " var nbb_formatted_code = \"fcstds = fcstds.rename({\\\"S\\\": \\\"init\\\", \\\"L\\\": \\\"lead\\\"})\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "fcstds=fcstds.rename({'S': 'init',\n", - " 'L': 'lead',\n", - " 'M': 'member',\n", - " 'X': 'lon',\n", - " 'Y': 'lat'})" + "fcstds = fcstds.rename({\"S\": \"init\", \"L\": \"lead\"})" ] }, { @@ -631,11 +677,39 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 6;\n", + " var nbb_unformatted_code = \"fcstds[\\\"lead\\\"] = (fcstds[\\\"lead\\\"] - 0.5).astype(\\\"int\\\")\";\n", + " var nbb_formatted_code = \"fcstds[\\\"lead\\\"] = (fcstds[\\\"lead\\\"] - 0.5).astype(\\\"int\\\")\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "fcstds['lead'] = (fcstds['lead'] - 0.5).astype('int')" + "fcstds[\"lead\"] = (fcstds[\"lead\"] - 0.5).astype(\"int\")" ] }, { @@ -647,9 +721,17 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 11.3 ms, sys: 9.96 ms, total: 21.2 ms\n", + "Wall time: 530 ms\n" + ] + }, { "data": { "text/html": [ @@ -696,7 +778,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -968,7 +1050,8 @@ " grid-template-columns: 125px auto;\n", "}\n", "\n", - ".xr-attrs dt, dd {\n", + ".xr-attrs dt,\n", + ".xr-attrs dd {\n", " padding: 0;\n", " margin: 0;\n", " float: left;\n", @@ -1004,57 +1087,107 @@ " fill: currentColor;\n", "}\n", "
    <xarray.Dataset>\n",
    -       "Dimensions:  (T: 405, X: 360, Y: 181)\n",
    +       "Dimensions:  (T: 405)\n",
            "Coordinates:\n",
            "  * T        (T) object 1982-01-16 00:00:00 ... 2015-09-16 00:00:00\n",
    -       "  * Y        (Y) float32 -90.0 -89.0 -88.0 -87.0 -86.0 ... 87.0 88.0 89.0 90.0\n",
    -       "  * X        (X) float32 0.0 1.0 2.0 3.0 4.0 ... 355.0 356.0 357.0 358.0 359.0\n",
            "Data variables:\n",
    -       "    sst      (T, Y, X) float32 ...\n",
    +       "    sst      (T) float64 26.81 26.78 27.26 28.06 ... 28.96 28.83 28.89 28.99\n",
            "Attributes:\n",
    -       "    Conventions:  IRIDL
    " + " Conventions: IRIDL" ], "text/plain": [ "\n", - "Dimensions: (T: 405, X: 360, Y: 181)\n", + "Dimensions: (T: 405)\n", "Coordinates:\n", " * T (T) object 1982-01-16 00:00:00 ... 2015-09-16 00:00:00\n", - " * Y (Y) float32 -90.0 -89.0 -88.0 -87.0 -86.0 ... 87.0 88.0 89.0 90.0\n", - " * X (X) float32 0.0 1.0 2.0 3.0 4.0 ... 355.0 356.0 357.0 358.0 359.0\n", "Data variables:\n", - " sst (T, Y, X) float32 ...\n", + " sst (T) float64 26.81 26.78 27.26 28.06 ... 28.96 28.83 28.89 28.99\n", "Attributes:\n", " Conventions: IRIDL" ] }, - "execution_count": 6, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 7;\n", + " var nbb_unformatted_code = \"%%time\\nobsurl='http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/.OIv2_SST/.sst/X/190/240/RANGEEDGES/Y/-5/5/RANGEEDGES/[X%20Y]average/dods'\\nverifds = decode_cf(xr.open_dataset(obsurl, decode_times=False),'T').compute()\\nverifds\";\n", + " var nbb_formatted_code = \"%%time\\nobsurl='http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/.OIv2_SST/.sst/X/190/240/RANGEEDGES/Y/-5/5/RANGEEDGES/[X%20Y]average/dods'\\nverifds = decode_cf(xr.open_dataset(obsurl, decode_times=False),'T').compute()\\nverifds\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "obsurl='http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/.OIv2_SST/.sst/dods'\n", - "verifds = decode_cf(xr.open_dataset(obsurl, decode_times=False),'T')\n", + "%%time\n", + "obsurl='http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/.OIv2_SST/.sst/X/190/240/RANGEEDGES/Y/-5/5/RANGEEDGES/[X%20Y]average/dods'\n", + "verifds = decode_cf(xr.open_dataset(obsurl, decode_times=False),'T').compute()\n", "verifds" ] }, @@ -1067,13 +1200,39 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 8;\n", + " var nbb_unformatted_code = \"verifds = verifds.rename({\\\"T\\\": \\\"time\\\"})\";\n", + " var nbb_formatted_code = \"verifds = verifds.rename({\\\"T\\\": \\\"time\\\"})\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "verifds = verifds.rename({'T': 'time',\n", - " 'X': 'lon',\n", - " 'Y': 'lat'})" + "verifds = verifds.rename({\"T\": \"time\"})" ] }, { @@ -1085,11 +1244,41 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 9;\n", + " var nbb_unformatted_code = \"verifds[\\\"time\\\"] = xr.cftime_range(\\n start=\\\"1982-01\\\", periods=verifds[\\\"time\\\"].size, freq=\\\"MS\\\", calendar=\\\"360_day\\\"\\n)\";\n", + " var nbb_formatted_code = \"verifds[\\\"time\\\"] = xr.cftime_range(\\n start=\\\"1982-01\\\", periods=verifds[\\\"time\\\"].size, freq=\\\"MS\\\", calendar=\\\"360_day\\\"\\n)\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "verifds['time'] = xr.cftime_range(start='1982-01', periods=verifds['time'].size, freq='MS', calendar='360_day')" + "verifds[\"time\"] = xr.cftime_range(\n", + " start=\"1982-01\", periods=verifds[\"time\"].size, freq=\"MS\", calendar=\"360_day\"\n", + ")" ] }, { @@ -1101,19 +1290,47 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 10;\n", + " var nbb_unformatted_code = \"verifds = verifds.sel(time=slice(\\\"1982-01-01\\\", \\\"2010-12-01\\\"))\\nfcstds = fcstds.sel(init=slice(\\\"1982-01-01\\\", \\\"2010-12-01\\\"))\";\n", + " var nbb_formatted_code = \"verifds = verifds.sel(time=slice(\\\"1982-01-01\\\", \\\"2010-12-01\\\"))\\nfcstds = fcstds.sel(init=slice(\\\"1982-01-01\\\", \\\"2010-12-01\\\"))\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "verifds = verifds.sel(time=slice('1982-01-01', '2010-12-01'))\n", - "fcstds = fcstds.sel(init=slice('1982-01-01', '2010-12-01'))" + "verifds = verifds.sel(time=slice(\"1982-01-01\", \"2010-12-01\"))\n", + "fcstds = fcstds.sel(init=slice(\"1982-01-01\", \"2010-12-01\"))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Calculate the Nino3.4 index for forecast and verification" + "Make Seasonal Averages with `center=True` and drop `NaN`s." ] }, { @@ -1122,47 +1339,42 @@ "metadata": {}, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Dimensions: (init: 348, lead: 10, member: 24)\n", - "Coordinates:\n", - " * member (member) float32 1.0 2.0 3.0 4.0 5.0 ... 20.0 21.0 22.0 23.0 24.0\n", - " * lead (lead) int64 0 1 2 3 4 5 6 7 8 9\n", - " * init (init) object 1982-01-01 00:00:00 ... 2010-12-01 00:00:00\n", - " month (init) int64 1 2 3 4 5 6 7 8 9 10 11 ... 2 3 4 5 6 7 8 9 10 11 12\n", - "Data variables:\n", - " sst (init, lead, member) float32 dask.array\n", - "\n", - "Dimensions: (time: 348)\n", - "Coordinates:\n", - " * time (time) object 1982-01-01 00:00:00 ... 2010-12-01 00:00:00\n", - " month (time) int64 1 2 3 4 5 6 7 8 9 10 11 ... 2 3 4 5 6 7 8 9 10 11 12\n", - "Data variables:\n", - " sst (time) float32 0.14492226 -0.044160843 ... -1.5685654 -1.6083965\n" - ] + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 11;\n", + " var nbb_unformatted_code = \"f = (\\n fcstds.rolling(lead=3, center=True)\\n .mean()\\n .dropna(\\\"lead\\\")\\n .isel(lead=slice(None, None, 3))\\n .assign_coords(lead=np.arange(3))\\n)\\no = verifds.rolling(time=3, center=True).mean().dropna(dim=\\\"time\\\")\";\n", + " var nbb_formatted_code = \"f = (\\n fcstds.rolling(lead=3, center=True)\\n .mean()\\n .dropna(\\\"lead\\\")\\n .isel(lead=slice(None, None, 3))\\n .assign_coords(lead=np.arange(3))\\n)\\no = verifds.rolling(time=3, center=True).mean().dropna(dim=\\\"time\\\")\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "fcstnino34=fcstds.sel(lat=slice(-5, 5), lon=slice(190, 240)).mean(['lat','lon'])\n", - "verifnino34=verifds.sel(lat=slice(-5, 5), lon=slice(190, 240)).mean(['lat','lon'])\n", - "\n", - "fcstclimo = fcstnino34.groupby('init.month').mean('init')\n", - "fcstanoms = (fcstnino34.groupby('init.month') - fcstclimo)\n", - "\n", - "verifclimo = verifnino34.groupby('time.month').mean('time')\n", - "verifanoms = (verifnino34.groupby('time.month') - verifclimo)\n", - "\n", - "print(fcstanoms)\n", - "print(verifanoms)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Make Seasonal Averages with `center=True` and drop NaNs." + "f = (\n", + " fcstds.rolling(lead=3, center=True)\n", + " .mean()\n", + " .dropna(\"lead\")\n", + " .isel(lead=slice(None, None, 3))\n", + " .assign_coords(lead=np.arange(3))\n", + ")\n", + "o = verifds.rolling(time=3, center=True).mean().dropna(dim=\"time\")" ] }, { @@ -1171,87 +1383,92 @@ "metadata": {}, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "CPU times: user 4.31 s, sys: 2.29 s, total: 6.6 s\n", - "Wall time: 2min 23s\n" - ] + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 12;\n", + " var nbb_unformatted_code = \"f[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"seasons\\\"}\";\n", + " var nbb_formatted_code = \"f[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"seasons\\\"}\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "%%time\n", - "fcstnino34seas = fcstanoms.rolling(lead=3, center=True).mean().dropna(dim='lead')\n", - "verifnino34seas = verifanoms.rolling(time=3, center=True).mean().dropna(dim='time')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Create new `xr.DataArray` with seasonal data" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], - "source": [ - "# Grab only every three months, which center the seasonal averages.\n", - "nleads = fcstnino34seas['lead'].isel(lead=slice(0, None, 3)).size\n", - "fcst = xr.DataArray(fcstnino34seas['sst'].isel(lead=slice(0, None, 3)), \n", - " coords={'init' : fcstnino34seas['init'],\n", - " 'lead': np.arange(0, nleads),\n", - " 'member': fcstanoms['member'],\n", - " },\n", - " dims=['init','lead','member'])\n", - "fcst = fcst.rename('sst')" + "f[\"lead\"].attrs = {\"units\": \"seasons\"}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Assign the `units` attribute of `seasons` to the `lead` dimension, which will align leads based on 3-month increments." + "Create a {py:class}`.HindcastEnsemble` object and {py:meth}`.HindcastEnsemble.verify` forecast skill." ] }, { "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [], - "source": [ - "fcst['lead'].attrs = {'units': 'seasons'}" - ] - }, - { - "cell_type": "markdown", + "execution_count": 13, "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 13;\n", + " var nbb_unformatted_code = \"hindcast = HindcastEnsemble(f).add_observations(o)\\nhindcast = hindcast.remove_seasonality(\\\"month\\\") # remove seasonal cycle\";\n", + " var nbb_formatted_code = \"hindcast = HindcastEnsemble(f).add_observations(o)\\nhindcast = hindcast.remove_seasonality(\\\"month\\\") # remove seasonal cycle\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "Create a `climpred HindcastEnsemble` object" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [], - "source": [ - "hindcast = HindcastEnsemble(fcst)\n", - "hindcast = hindcast.add_observations(verifnino34seas)" + "hindcast = HindcastEnsemble(f).add_observations(o)\n", + "hindcast = hindcast.remove_seasonality(\"month\") # remove seasonal cycle" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Compute the Anomaly Correlation Coefficient (ACC) 0, 1, 2, and 3 season lead-times" + "Compute the Anomaly Correlation Coefficient (ACC) {py:func}`.climpred.metrics._pearson_r` for 0, 1, and 2 season lead-times." ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -1300,7 +1517,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -1572,7 +1789,8 @@ " grid-template-columns: 125px auto;\n", "}\n", "\n", - ".xr-attrs dt, dd {\n", + ".xr-attrs dt,\n", + ".xr-attrs dd {\n", " padding: 0;\n", " margin: 0;\n", " float: left;\n", @@ -1608,43 +1826,83 @@ " fill: currentColor;\n", "}\n", "
    <xarray.Dataset>\n",
    -       "Dimensions:  (lead: 3, skill: 1)\n",
    +       "Dimensions:  (lead: 3)\n",
            "Coordinates:\n",
            "  * lead     (lead) int64 0 1 2\n",
    -       "  * skill    (skill) <U4 'init'\n",
    +       "    skill    <U11 'initialized'\n",
            "Data variables:\n",
    -       "    sst      (lead) float64 0.8466 0.7672 0.6786
    " + " sst (lead) float64 0.8466 0.7671 0.6785\n", + "Attributes:\n", + " prediction_skill_software: climpred https://climpred.readthedocs.io/\n", + " skill_calculated_by_function: HindcastEnsemble.verify()\n", + " number_of_initializations: 348\n", + " alignment: maximize\n", + " metric: pearson_r\n", + " comparison: e2o\n", + " dim: init\n", + " reference: []" ], "text/plain": [ "\n", - "Dimensions: (lead: 3, skill: 1)\n", + "Dimensions: (lead: 3)\n", "Coordinates:\n", " * lead (lead) int64 0 1 2\n", - " * skill (skill) " + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "skillds = hindcast.verify(metric='acc', comparison='e2o', dim='init', alignment='maximize')\n", + "skillds = hindcast.verify(\n", + " metric=\"acc\", comparison=\"e2o\", dim=\"init\", alignment=\"maximize\"\n", + ")\n", "skillds" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Make bar plot of Nino3.4 skill for 0,1, and 2 season lead times" - ] - }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -1653,13 +1911,13 @@ "Text(0, 0.5, 'ACC')" ] }, - "execution_count": 21, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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g2iRJO8BMJ4u/TnMH0mdX1VFV9S7gl9uz8CTHJ1mfZEOSZTP0OyVJJVm0PcuXJN13MwXB84BbgM8leU+SY9mOu44mmQWsAE4AFgJLkywc0W9f4NXAl7encEnS/WOmk8WfqqolwBHA52huNPewJH+V5D9uw7IXAxuq6oaqugtYBZw8ot+fAW8DvGWFJI3BVr8YVlU/raoLq+o5wBzgSuCPtmHZs4GbBqY3tm2/1p6EnltVl8y0oCRnJplMMjk15VcYJOn+tF3fEK6q26tqZVUde19XnGQP4Hzgtduw3pVVtaiqFk1MTNzXVUuSBnR5q4ibgbkD03Pats32BY4ELk9yI/DbwGpPGEvSjtVlEKwFFiSZn2Qvmm8jr948s6ruqKqDqmpeVc0DvgScVFWTHdYkSRrSWRBU1SbgLOBS4Hrgoqpal+ScJCd1tV5J0vaZ8ZvF91VVrQHWDLUtn6bvMV3WIkkazdtJS1LPGQSS1HMGgST1nEEgST1nEEhSzxkEktRzBoEk9ZxBIEk9ZxBIUs8ZBJLUcwaBJPWcQSBJPWcQSFLPGQSS1HMGgST1XKdBkOT4JOuTbEiybMT830tyTZKrkvxzkoVd1iNJ2lJnQZBkFrACOAFYCCwd8UZ/YVX9ZlU9DjiP5sfsJUk7UJd7BIuBDVV1Q1XdBawCTh7sUFU/Hph8MFAd1iNJGqHLn6qcDdw0ML0ReNJwpyS/D7wG2At4xqgFJTkTOBPg0EMPvd8LlaQ+G/vJ4qpaUVWPAP4IeNM0fVZW1aKqWjQxMbFjC5Sk3VyXQXAzMHdgek7bNp1VwHM7rEeSNEKXQbAWWJBkfpK9gCXA6sEOSRYMTJ4IfLPDeiRJI3R2jqCqNiU5C7gUmAW8v6rWJTkHmKyq1cBZSZ4J/AK4HTitq3okSaN1ebKYqloDrBlqWz4w/uou1y9J2rqxnyyWJI2XQSBJPWcQSFLPGQSS1HMGgST1nEEgST1nEEhSzxkEktRzBoEk9ZxBIEk9ZxBIUs8ZBJLUcwaBJPWcQSBJPWcQSFLPGQSS1HOdBkGS45OsT7IhybIR81+T5LokX0tyWZLDuqxHkrSlzoIgySxgBXACsBBYmmThULcrgUVV9VjgYuC8ruqRJI3W5R7BYmBDVd1QVXcBq4CTBztU1eeq6l/byS8BczqsR5I0QpdBMBu4aWB6Y9s2nZcBnxk1I8mZSSaTTE5NTd2PJUqSdoqTxUleAiwC3j5qflWtrKpFVbVoYmJixxYnSbu5PTtc9s3A3IHpOW3bPSR5JvBG4Heq6ucd1iNJGqHLPYK1wIIk85PsBSwBVg92SPJ44K+Bk6rq1g5rkSRNo7MgqKpNwFnApcD1wEVVtS7JOUlOaru9HdgH+FiSq5KsnmZxkqSOdHloiKpaA6wZals+MP7MLtcvSdq6neJksSRpfAwCSeo5g0CSes4gkKSeMwgkqecMAknqOYNAknrOIJCknjMIJKnnDAJJ6jmDQJJ6ziCQpJ4zCCSp5wwCSeo5g0CSeq7TIEhyfJL1STYkWTZi/tFJvppkU5JTu6xFkjRaZ0GQZBawAjgBWAgsTbJwqNt3gNOBC7uqQ5I0sy5/oWwxsKGqbgBIsgo4Gbhuc4equrGd96sO65AkzaDLQ0OzgZsGpje2bdstyZlJJpNMTk1N3S/FSZIau8TJ4qpaWVWLqmrRxMTEuMuRpN1Kl0FwMzB3YHpO2yZJ2ol0GQRrgQVJ5ifZC1gCrO5wfZKke6GzIKiqTcBZwKXA9cBFVbUuyTlJTgJI8h+SbASeD/x1knVd1SNJGq3Lq4aoqjXAmqG25QPja2kOGUmSxmSXOFksSeqOQSBJPWcQSFLPGQSS1HMGgST1nEEgST1nEEhSzxkEktRzBoEk9ZxBIEk9ZxBIUs8ZBJLUcwaBJPWcQSBJPWcQSFLPGQSS1HOdBkGS45OsT7IhybIR8x+Y5KPt/C8nmddlPZKkLXUWBElmASuAE4CFwNIkC4e6vQy4vaoeCbwDeFtX9UiSRutyj2AxsKGqbqiqu4BVwMlDfU4GPtCOXwwcmyQd1iRJGtLlbxbPBm4amN4IPGm6PlW1KckdwIHAbYOdkpwJnNlO3plkfScV73wOYmhb7KzivhzsQq8X+Jq1+vSaHTbdjE5/vP7+UlUrgZXjrmNHSzJZVYvGXYe2ja/XrsfXrNHloaGbgbkD03PatpF9kuwJ7Af8oMOaJElDugyCtcCCJPOT7AUsAVYP9VkNnNaOnwp8tqqqw5okSUM6OzTUHvM/C7gUmAW8v6rWJTkHmKyq1cD7gA8l2QD8kCYsdLfeHQ7bxfl67Xp8zYD4AVyS+s1vFktSzxkEktRzBsFOaGu35tDOJcn7k9ya5Npx16Jtk2Ruks8luS7JuiSvHndN4+Q5gp1Me2uObwDH0XwJby2wtKquG2thmlaSo4E7gQ9W1ZHjrkdbl+Rg4OCq+mqSfYErgOf29f+ZewQ7n225NYd2IlX1eZqr3rSLqKpbquqr7fhPgOtp7nTQSwbBzmfUrTl6+wcqda296/HjgS+Pt5LxMQgk9VaSfYCPA39QVT8edz3jYhDsfLbl1hyS7qMkD6AJgQ9X1SfGXc84GQQ7n225NYek+6C93f37gOur6vxx1zNuBsFOpqo2AZtvzXE9cFFVrRtvVZpJko8AXwQelWRjkpeNuyZt1VOB3wWekeSqdnjWuIsaFy8flaSec49AknrOIJCknjMIJKnnDAJJ6jmDQJJ6ziDQLi/JnR0s88YkB41oT5LPJnlIO/3G9u6VX2svQXzS/V3L9kjyj0kOGGcN2vUYBNL2eRZwdVX9OMmTgWcDT6iqxwLP5J73iRqHDwGvHHMN2sUYBNotJXlEkr9LckWSLyQ5om1/TpIvJ7my/fT8G237gUn+vv10/14g0yz6xcD/bccPBm6rqp8DVNVtVfXddnlPTPJP7fovbW97TJKXJ1mb5OokH0/yoLb9+Umubds/37btneRvklzT1vv0tv30JJ9on983k5w3UN9qYOn9uCnVB1Xl4LBLD8CdI9ouAxa0408CPtuOH8DdX6Q8A/jzdvydwPJ2/ESggINGLPfbwL7t+D7AVTS/H/Fu4Hfa9gcA/w+YaKdfCLy/HT9wYFnnAme349cAs9vx/dt/XzvwuCOA7wB7A6cDNwD7tdPfBuYOLPebg+txcNjasOd9jxJp59LeUfIpwMeaW8oA8MD23znAR9tP6HsB32rbjwaeB1BVlyS5fZrFP7Sa+9dTVXcmeSLwNODp7XKXAZPAkcA/tOufBdzSPv7IJOcC+9MEyaVt+78AFyS5CNh8A7SjgHe16/p6km8Dh7fzLquqO9rnex1wGHcflroVOAT4wda3loRBoN3SHsCPqupxI+a9Czi/qlYnOQZ483Yue1OSParqVwBV9UvgcuDyJNcAp9H82tW6qnryiMdfQPNLWFcnOR04pl3O77Unmk8ErmgDZiY/Hxj/Jff8v7w38LPtfF7qMc8RaLdTzX3lv5Xk+fDrK31+q529H3ff1vu0gYd9HnhR2/8EmkNIo6wHHt72e1SSBQPzHkdzmGY9MNGeTCbJA5I8pu2zL3BLewvkF29+YJJHVNWXq2o5MEVzK/IvbO6T5HDg0HbZ02rvqvnvgRtn6icNco9Au4MHJdk4MH0+zRvoXyV5E80x+1XA1TR7AB9rD/18FpjfPuYtwEeSrKM5vv+dadZ1Cc2n+A00h3belWR/YFPbdmZV3ZXkVOCdSfaj+X/2F8A64E9ofglrqv1333a5b29DJTTnN64Gvt4+h2va5Z9eVT8fONw1yhOBL1VzF1tpm3j3UWk7tOcWPlhVx427llGS/CWwuqouG3ct2nV4aEjaDlV1C/CezV8o2wldawhoe7lHIEk95x6BJPWcQSBJPWcQSFLPGQSS1HMGgST13P8HRos2CYuZLmYAAAAASUVORK5CYII=\n", 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\n", "text/plain": [ "
    " ] @@ -1668,15 +1926,40 @@ "needs_background": "light" }, "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 15;\n", + " var nbb_unformatted_code = \"skillds.sst.to_series().plot(kind=\\\"bar\\\")\\nplt.title(\\\"NCEP-CFSv2 Nino34 ACC\\\")\\nplt.xlabel(\\\"Lead (Season)\\\")\\nplt.ylabel(\\\"ACC\\\")\";\n", + " var nbb_formatted_code = \"skillds.sst.to_series().plot(kind=\\\"bar\\\")\\nplt.title(\\\"NCEP-CFSv2 Nino34 ACC\\\")\\nplt.xlabel(\\\"Lead (Season)\\\")\\nplt.ylabel(\\\"ACC\\\")\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "x=np.arange(0,nleads,1.0).astype(int)\n", - "plt.bar(x,skillds['sst'])\n", - "plt.xticks(x)\n", - "plt.title('NCEP-CFSv2 Nino34 ACC')\n", - "plt.xlabel('Lead (Season)')\n", - "plt.ylabel('ACC')" + "skillds.sst.to_series().plot(kind=\"bar\")\n", + "plt.title(\"NCEP-CFSv2 Nino34 ACC\")\n", + "plt.xlabel(\"Lead (Season)\")\n", + "plt.ylabel(\"ACC\")" ] }, { @@ -1705,7 +1988,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.10" + "version": "3.9.7" }, "toc": { "base_numbering": 1, From da6221a0dff5f632069e2cf382adb48b7fd1ef49 Mon Sep 17 00:00:00 2001 From: AS Date: Thu, 16 Dec 2021 00:33:11 +0100 Subject: [PATCH 49/61] missing nb --- .../examples/NWP/NWP_GEFS_6h_forecasts.ipynb | 16 +- .../monseas/seasonal-enso-subx-example.ipynb | 2 +- .../subseasonal/daily-S2S-ECMWF.ipynb | 34 +- .../subseasonal/daily-S2S-IRIDL.ipynb | 11 - .../subseasonal/daily-subx-example.ipynb | 1773 ++++++++++++++++- .../subseasonal/weekly-subx-example.ipynb | 1592 +++++++++++++-- 6 files changed, 3110 insertions(+), 318 deletions(-) diff --git a/docs/source/examples/NWP/NWP_GEFS_6h_forecasts.ipynb b/docs/source/examples/NWP/NWP_GEFS_6h_forecasts.ipynb index 04731d72b..ffec7ce82 100644 --- a/docs/source/examples/NWP/NWP_GEFS_6h_forecasts.ipynb +++ b/docs/source/examples/NWP/NWP_GEFS_6h_forecasts.ipynb @@ -558,8 +558,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 9;\n", - " var nbb_unformatted_code = \"obs = (\\n climetlab.load_source(\\n \\\"cds\\\",\\n \\\"reanalysis-era5-single-levels\\\",\\n product_type=\\\"reanalysis\\\",\\n time=[\\\"00:00\\\", \\\"06:00\\\", \\\"12:00\\\", \\\"18:00\\\"],\\n grid=[1.0, 1.0],\\n param=\\\"2t\\\",\\n date=[\\n \\\"2020-08-29\\\",\\n \\\"2020-08-30\\\",\\n \\\"2020-08-31\\\",\\n \\\"2020-09-01\\\",\\n \\\"2020-09-02\\\",\\n \\\"2020-09-03\\\",\\n ],\\n )\\n .to_xarray()\\n .squeeze(drop=True)\\n).drop(\\\"valid_time\\\")\";\n", - " var nbb_formatted_code = \"obs = (\\n climetlab.load_source(\\n \\\"cds\\\",\\n \\\"reanalysis-era5-single-levels\\\",\\n product_type=\\\"reanalysis\\\",\\n time=[\\\"00:00\\\", \\\"06:00\\\", \\\"12:00\\\", \\\"18:00\\\"],\\n grid=[1.0, 1.0],\\n param=\\\"2t\\\",\\n date=[\\n \\\"2020-08-29\\\",\\n \\\"2020-08-30\\\",\\n \\\"2020-08-31\\\",\\n \\\"2020-09-01\\\",\\n \\\"2020-09-02\\\",\\n \\\"2020-09-03\\\",\\n ],\\n )\\n .to_xarray()\\n .squeeze(drop=True)\\n).drop(\\\"valid_time\\\")\";\n", + " var nbb_unformatted_code = \"obs = (\\n climetlab.load_source(\\n \\\"cds\\\",\\n \\\"reanalysis-era5-single-levels\\\",\\n product_type=\\\"reanalysis\\\",\\n time=[\\\"00:00\\\", \\\"06:00\\\", \\\"12:00\\\", \\\"18:00\\\"],\\n grid=[1.0, 1.0],\\n param=\\\"2t\\\",\\n date=[\\n \\\"2020-08-29\\\",\\n \\\"2020-08-30\\\",\\n \\\"2020-08-31\\\",\\n \\\"2020-09-01\\\",\\n \\\"2020-09-02\\\",\\n \\\"2020-09-03\\\",\\n ],\\n )\\n .to_xarray()\\n .squeeze(drop=True)\\n).drop_vars(\\\"valid_time\\\")\";\n", + " var nbb_formatted_code = \"obs = (\\n climetlab.load_source(\\n \\\"cds\\\",\\n \\\"reanalysis-era5-single-levels\\\",\\n product_type=\\\"reanalysis\\\",\\n time=[\\\"00:00\\\", \\\"06:00\\\", \\\"12:00\\\", \\\"18:00\\\"],\\n grid=[1.0, 1.0],\\n param=\\\"2t\\\",\\n date=[\\n \\\"2020-08-29\\\",\\n \\\"2020-08-30\\\",\\n \\\"2020-08-31\\\",\\n \\\"2020-09-01\\\",\\n \\\"2020-09-02\\\",\\n \\\"2020-09-03\\\",\\n ],\\n )\\n .to_xarray()\\n .squeeze(drop=True)\\n).drop_vars(\\\"valid_time\\\")\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -600,7 +600,7 @@ " )\n", " .to_xarray()\n", " .squeeze(drop=True)\n", - ").drop(\"valid_time\")" + ").drop_vars(\"valid_time\")" ] }, { @@ -650,7 +650,9 @@ "id": "molecular-chuck", "metadata": {}, "source": [ - "## Forecast skill verification with `climpred.HindcastEnsemble`" + "## Forecast skill verification\n", + "\n", + "with {py:class}`.HindcastEnsemble`" ] }, { @@ -675,8 +677,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 12;\n", - " var nbb_unformatted_code = \"alignment = \\\"same_inits\\\"\\nhindcast = climpred.HindcastEnsemble(init.drop(\\\"valid_time\\\")).add_observations(obs)\";\n", - " var nbb_formatted_code = \"alignment = \\\"same_inits\\\"\\nhindcast = climpred.HindcastEnsemble(init.drop(\\\"valid_time\\\")).add_observations(obs)\";\n", + " var nbb_unformatted_code = \"alignment = \\\"same_inits\\\"\\nhindcast = climpred.HindcastEnsemble(init.drop_vars(\\\"valid_time\\\")).add_observations(obs)\";\n", + " var nbb_formatted_code = \"alignment = \\\"same_inits\\\"\\nhindcast = climpred.HindcastEnsemble(init.drop_vars(\\\"valid_time\\\")).add_observations(obs)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -699,7 +701,7 @@ ], "source": [ "alignment = \"same_inits\"\n", - "hindcast = climpred.HindcastEnsemble(init.drop(\"valid_time\")).add_observations(obs)" + "hindcast = climpred.HindcastEnsemble(init.drop_vars(\"valid_time\")).add_observations(obs)" ] }, { diff --git a/docs/source/examples/monseas/seasonal-enso-subx-example.ipynb b/docs/source/examples/monseas/seasonal-enso-subx-example.ipynb index 95ddfb341..74c70801d 100644 --- a/docs/source/examples/monseas/seasonal-enso-subx-example.ipynb +++ b/docs/source/examples/monseas/seasonal-enso-subx-example.ipynb @@ -1988,7 +1988,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.7.10" }, "toc": { "base_numbering": 1, diff --git a/docs/source/examples/subseasonal/daily-S2S-ECMWF.ipynb b/docs/source/examples/subseasonal/daily-S2S-ECMWF.ipynb index a2a7347aa..9dcf89e72 100644 --- a/docs/source/examples/subseasonal/daily-S2S-ECMWF.ipynb +++ b/docs/source/examples/subseasonal/daily-S2S-ECMWF.ipynb @@ -697,7 +697,9 @@ "id": "practical-authority", "metadata": {}, "source": [ - "### Forecast verification with `climpred.HindcastEnsemble`" + "### Forecast verification\n", + "\n", + "with {py:class}`.HindcastEnsemble`" ] }, { @@ -780,8 +782,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 16;\n", - " var nbb_unformatted_code = \"fct = (\\n climpred.HindcastEnsemble(\\n forecast_climetlab.drop(\\\"valid_time\\\").isel(lead_time=range(4))\\n )\\n .add_observations(obs)\\n .compute()\\n)\\n\\nmetric_kwargs = dict(\\n metric=\\\"rmse\\\", comparison=\\\"e2o\\\", alignment=\\\"same_inits\\\", dim=\\\"init\\\"\\n)\";\n", - " var nbb_formatted_code = \"fct = (\\n climpred.HindcastEnsemble(\\n forecast_climetlab.drop(\\\"valid_time\\\").isel(lead_time=range(4))\\n )\\n .add_observations(obs)\\n .compute()\\n)\\n\\nmetric_kwargs = dict(\\n metric=\\\"rmse\\\", comparison=\\\"e2o\\\", alignment=\\\"same_inits\\\", dim=\\\"init\\\"\\n)\";\n", + " var nbb_unformatted_code = \"fct = (\\n climpred.HindcastEnsemble(\\n forecast_climetlab.drop_vars(\\\"valid_time\\\").isel(lead_time=range(4))\\n )\\n .add_observations(obs)\\n .compute()\\n)\\n\\nmetric_kwargs = dict(\\n metric=\\\"rmse\\\", comparison=\\\"e2o\\\", alignment=\\\"same_inits\\\", dim=\\\"init\\\"\\n)\";\n", + " var nbb_formatted_code = \"fct = (\\n climpred.HindcastEnsemble(\\n forecast_climetlab.drop_vars(\\\"valid_time\\\").isel(lead_time=range(4))\\n )\\n .add_observations(obs)\\n .compute()\\n)\\n\\nmetric_kwargs = dict(\\n metric=\\\"rmse\\\", comparison=\\\"e2o\\\", alignment=\\\"same_inits\\\", dim=\\\"init\\\"\\n)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -805,7 +807,7 @@ "source": [ "fct = (\n", " climpred.HindcastEnsemble(\n", - " forecast_climetlab.drop(\"valid_time\").isel(lead_time=range(4))\n", + " forecast_climetlab.drop_vars(\"valid_time\").isel(lead_time=range(4))\n", " )\n", " .add_observations(obs)\n", " .compute()\n", @@ -941,7 +943,7 @@ "There are two approaches possible for biweekly aggregates with `climpred`:\n", "\n", "- create biweekly aggregate timeseries for observations and forecasts and then use `climpred`\n", - "- use daily leads and daily observations and `HindcastEnsemble.smooth()` to aggregate biweekly" + "- use daily leads and daily observations and {py:meth}`.HindcastEnsemble.smooth()` to aggregate biweekly" ] }, { @@ -1079,7 +1081,7 @@ "id": "7221a139-8b33-4bac-b7dd-0252467fdf41", "metadata": {}, "source": [ - "> here I use rolling 14D mean, and set the time index to the starting date, i.e. I get 14D averages for every previous time date" + "Here I use rolling `14D` mean, and set the time index to the starting date, i.e. I get `14D` averages for every previous time date" ] }, { @@ -1267,6 +1269,14 @@ "##### `rps`" ] }, + { + "cell_type": "markdown", + "id": "fec14f9c-98db-4357-9888-ab15d8621716", + "metadata": {}, + "source": [ + "verify with {py:func}`.climpred.metrics._rps`" + ] + }, { "cell_type": "code", "execution_count": 25, @@ -1410,7 +1420,7 @@ "id": "99404476-792a-46aa-bfd8-34b7e46861a5", "metadata": {}, "source": [ - "> Using the `model_edges` to categorize the forecasts and `obs_edges` to categorize the observations separately is an inherent bias correction and improves `rps`." + "Using the `model_edges` to categorize the forecasts and `obs_edges` to categorize the observations separately is an inherent bias correction and improves `rps`." ] }, { @@ -1426,7 +1436,7 @@ "id": "d029b286-7d3e-4c06-bad9-24ada8e2ea78", "metadata": {}, "source": [ - "https://climpred.readthedocs.io/en/stable/api/climpred.classes.HindcastEnsemble.smooth.html#climpred.classes.HindcastEnsemble.smooth" + "{py:meth}`climpred.classes.HindcastEnsemble.smooth`" ] }, { @@ -1453,8 +1463,8 @@ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 27;\n", - " var nbb_unformatted_code = \"fct = (\\n climpred.HindcastEnsemble(forecast_climetlab.drop(\\\"valid_time\\\")) # daily lead\\n .add_observations(obs)\\n .compute()\\n)\";\n", - " var nbb_formatted_code = \"fct = (\\n climpred.HindcastEnsemble(forecast_climetlab.drop(\\\"valid_time\\\")) # daily lead\\n .add_observations(obs)\\n .compute()\\n)\";\n", + " var nbb_unformatted_code = \"fct = (\\n climpred.HindcastEnsemble(forecast_climetlab.drop_vars(\\\"valid_time\\\")) # daily lead\\n .add_observations(obs)\\n .compute()\\n)\";\n", + " var nbb_formatted_code = \"fct = (\\n climpred.HindcastEnsemble(forecast_climetlab.drop_vars(\\\"valid_time\\\")) # daily lead\\n .add_observations(obs)\\n .compute()\\n)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -1477,7 +1487,7 @@ ], "source": [ "fct = (\n", - " climpred.HindcastEnsemble(forecast_climetlab.drop(\"valid_time\")) # daily lead\n", + " climpred.HindcastEnsemble(forecast_climetlab.drop_vars(\"valid_time\")) # daily lead\n", " .add_observations(obs)\n", " .compute()\n", ")" @@ -1556,7 +1566,7 @@ "id": "7800f7c0-4470-4bd5-9f8e-349c97377fd3", "metadata": {}, "source": [ - "> category_edges have to be smoothed before manually by `climpred.smoothing.temporal_smoothing`" + "`category_edges` have to be smoothed before manually by {py:meth}`climpred.smoothing.temporal_smoothing`." ] }, { diff --git a/docs/source/examples/subseasonal/daily-S2S-IRIDL.ipynb b/docs/source/examples/subseasonal/daily-S2S-IRIDL.ipynb index a104d81c5..8a420d7ec 100644 --- a/docs/source/examples/subseasonal/daily-S2S-IRIDL.ipynb +++ b/docs/source/examples/subseasonal/daily-S2S-IRIDL.ipynb @@ -871,17 +871,6 @@ "fcstds_dates = fcstds_dates.sortby(fcstds_dates.init)" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# drop duplicates, unnecessary?\n", - "# _, index = np.unique(fcstds_dates.init, return_index=True)\n", - "# fcstds_dates = fcstds_dates.isel(init=index)" - ] - }, { "cell_type": "code", "execution_count": 29, diff --git a/docs/source/examples/subseasonal/daily-subx-example.ipynb b/docs/source/examples/subseasonal/daily-subx-example.ipynb index 0361fac00..8b87e5519 100644 --- a/docs/source/examples/subseasonal/daily-subx-example.ipynb +++ b/docs/source/examples/subseasonal/daily-subx-example.ipynb @@ -48,28 +48,86 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 1;\n", + " var nbb_unformatted_code = \"# linting\\n%load_ext nb_black\\n%load_ext lab_black\";\n", + " var nbb_formatted_code = \"# linting\\n%load_ext nb_black\\n%load_ext lab_black\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# linting\n", + "%load_ext nb_black\n", + "%load_ext lab_black" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 2;\n", + " var nbb_unformatted_code = \"import warnings\\n\\nimport matplotlib.pyplot as plt\\n\\nimport xarray as xr\\nimport pandas as pd\\nimport numpy as np\\n\\nfrom climpred import HindcastEnsemble\\nimport climpred\\n\\nwarnings.filterwarnings(\\\"ignore\\\")\";\n", + " var nbb_formatted_code = \"import warnings\\n\\nimport matplotlib.pyplot as plt\\n\\nimport xarray as xr\\nimport pandas as pd\\nimport numpy as np\\n\\nfrom climpred import HindcastEnsemble\\nimport climpred\\n\\nwarnings.filterwarnings(\\\"ignore\\\")\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "import warnings\n", "\n", "import matplotlib.pyplot as plt\n", - "plt.style.use('ggplot')\n", - "plt.style.use('seaborn-talk')\n", "\n", "import xarray as xr\n", "import pandas as pd\n", "import numpy as np\n", "\n", "from climpred import HindcastEnsemble\n", - "import climpred" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ + "import climpred\n", + "\n", "warnings.filterwarnings(\"ignore\")" ] }, @@ -84,10 +142,39 @@ "cell_type": "code", "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 3;\n", + " var nbb_unformatted_code = \"obsds = climpred.tutorial.load_dataset(\\\"RMM-INTERANN-OBS\\\")[[\\\"rmm1\\\"]].dropna(\\n \\\"time\\\"\\n) # Get rid of missing times.\";\n", + " var nbb_formatted_code = \"obsds = climpred.tutorial.load_dataset(\\\"RMM-INTERANN-OBS\\\")[[\\\"rmm1\\\"]].dropna(\\n \\\"time\\\"\\n) # Get rid of missing times.\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "obsds = climpred.tutorial.load_dataset('RMM-INTERANN-OBS')['rmm1'].to_dataset()\n", - "obsds = obsds.dropna('time') # Get rid of missing times." + "obsds = climpred.tutorial.load_dataset(\"RMM-INTERANN-OBS\")[[\"rmm1\"]].dropna(\n", + " \"time\"\n", + ") # Get rid of missing times." ] }, { @@ -98,7 +185,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 4, @@ -107,9 +194,38 @@ }, { "data": { - "image/png": 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\n", 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\n", + "text/plain": [ + "
    " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 4;\n", + " var nbb_unformatted_code = \"obsds[\\\"rmm1\\\"].plot()\";\n", + " var nbb_formatted_code = \"obsds[\\\"rmm1\\\"].plot()\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], "text/plain": [ - "
    " + "" ] }, "metadata": {}, @@ -117,7 +233,7 @@ } ], "source": [ - "plt.plot(obsds['rmm1'])" + "obsds[\"rmm1\"].plot()" ] }, { @@ -185,7 +301,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -457,7 +573,8 @@ " grid-template-columns: 125px auto;\n", "}\n", "\n", - ".xr-attrs dt, dd {\n", + ".xr-attrs dt,\n", + ".xr-attrs dd {\n", " padding: 0;\n", " margin: 0;\n", " float: left;\n", @@ -493,18 +610,18 @@ " fill: currentColor;\n", "}\n", "
    <xarray.Dataset>\n",
    -       "Dimensions:  (L: 45, M: 4, S: 510)\n",
    +       "Dimensions:  (S: 510, M: 4, L: 45)\n",
            "Coordinates:\n",
    -       "  * S        (S) float32 14245.0 14250.0 14255.0 ... 20439.0 20444.0 20449.0\n",
    +       "  * S        (S) float32 1.424e+04 1.425e+04 1.426e+04 ... 2.044e+04 2.045e+04\n",
            "  * M        (M) float32 1.0 2.0 3.0 4.0\n",
            "  * L        (L) float32 0.5 1.5 2.5 3.5 4.5 5.5 ... 40.5 41.5 42.5 43.5 44.5\n",
            "Data variables:\n",
    -       "    RMM1     (S, M, L) float32 -0.032366 0.10512561 ... 0.08325761 0.13890672\n",
    +       "    RMM1     (S, M, L) float32 -0.03237 0.1051 0.1946 ... -0.1499 0.08326 0.1389\n",
            "Attributes:\n",
    -       "    Conventions:  IRIDL
  • Conventions :
    IRIDL
  • " ], "text/plain": [ "\n", - "Dimensions: (L: 45, M: 4, S: 510)\n", + "Dimensions: (S: 510, M: 4, L: 45)\n", "Coordinates:\n", - " * S (S) float32 14245.0 14250.0 14255.0 ... 20439.0 20444.0 20449.0\n", + " * S (S) float32 1.424e+04 1.425e+04 1.426e+04 ... 2.044e+04 2.045e+04\n", " * M (M) float32 1.0 2.0 3.0 4.0\n", " * L (L) float32 0.5 1.5 2.5 3.5 4.5 5.5 ... 40.5 41.5 42.5 43.5 44.5\n", "Data variables:\n", @@ -542,10 +659,37 @@ "execution_count": 5, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 5;\n", + " var nbb_unformatted_code = \"fcstds = climpred.tutorial.load_dataset(\\\"GMAO-GEOS-RMM1\\\", decode_times=False)\\nfcstds\";\n", + " var nbb_formatted_code = \"fcstds = climpred.tutorial.load_dataset(\\\"GMAO-GEOS-RMM1\\\", decode_times=False)\\nfcstds\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "fcstds = climpred.tutorial.load_dataset('GMAO-GEOS-RMM1', decode_times=False)\n", + "fcstds = climpred.tutorial.load_dataset(\"GMAO-GEOS-RMM1\", decode_times=False)\n", "fcstds" ] }, @@ -560,9 +704,37 @@ "cell_type": "code", "execution_count": 6, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 6;\n", + " var nbb_unformatted_code = \"fcstds = fcstds.rename({\\\"S\\\": \\\"init\\\", \\\"L\\\": \\\"lead\\\", \\\"M\\\": \\\"member\\\", \\\"RMM1\\\": \\\"rmm1\\\"})\";\n", + " var nbb_formatted_code = \"fcstds = fcstds.rename({\\\"S\\\": \\\"init\\\", \\\"L\\\": \\\"lead\\\", \\\"M\\\": \\\"member\\\", \\\"RMM1\\\": \\\"rmm1\\\"})\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "fcstds=fcstds.rename({'S': 'init','L': 'lead','M': 'member', 'RMM1' : 'rmm1'})" + "fcstds = fcstds.rename({\"S\": \"init\", \"L\": \"lead\", \"M\": \"member\", \"RMM1\": \"rmm1\"})" ] }, { @@ -576,9 +748,37 @@ "cell_type": "code", "execution_count": 7, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 7;\n", + " var nbb_unformatted_code = \"fcstds[\\\"lead\\\"] = (fcstds[\\\"lead\\\"] - 0.5).astype(\\\"int\\\")\";\n", + " var nbb_formatted_code = \"fcstds[\\\"lead\\\"] = (fcstds[\\\"lead\\\"] - 0.5).astype(\\\"int\\\")\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "fcstds['lead'] = (fcstds['lead'] - 0.5).astype('int')" + "fcstds[\"lead\"] = (fcstds[\"lead\"] - 0.5).astype(\"int\")" ] }, { @@ -592,7 +792,35 @@ "cell_type": "code", "execution_count": 8, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 8;\n", + " var nbb_unformatted_code = \"fcstds = xr.decode_cf(fcstds, decode_times=True)\";\n", + " var nbb_formatted_code = \"fcstds = xr.decode_cf(fcstds, decode_times=True)\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "fcstds = xr.decode_cf(fcstds, decode_times=True)" ] @@ -601,30 +829,86 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "`climpred` also requires that `lead` dimension has an attribute called `units` indicating what time units the `lead` is assocated with. Options are: `years,seasons,months,weeks,pentads,days`. For the SubX data, the `lead` `units` are `days`. " + "`climpred` also requires that `lead` dimension has an attribute called `units` indicating what time units the `lead` is assocated with. Options are: `years`,`seasons`,`months`,`weeks`,`pentads`,`days`,`hours`,`minutes`,`days`. For the SubX data, the `lead` `units` are `days`. " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 9;\n", + " var nbb_unformatted_code = \"fcstds[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"days\\\"}\";\n", + " var nbb_formatted_code = \"fcstds[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"days\\\"}\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "fcstds['lead'].attrs={'units': 'days'}" + "fcstds[\"lead\"].attrs = {\"units\": \"days\"}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Create the `climpred HindcastEnsemble` object and add the observations." + "Create the {py:class}`.HindcastEnsemble` object and {py:meth}`.HindcastEnsemble.add_observations`." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 10;\n", + " var nbb_unformatted_code = \"hindcast = HindcastEnsemble(fcstds)\";\n", + " var nbb_formatted_code = \"hindcast = HindcastEnsemble(fcstds)\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "hindcast = HindcastEnsemble(fcstds)" ] @@ -633,54 +917,1379 @@ "cell_type": "code", "execution_count": 11, "metadata": {}, - "outputs": [], - "source": [ - "hindcast = hindcast.add_observations(obsds)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Calculate the Anomaly Correlation Coefficient (ACC)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "skill = hindcast.verify(metric='acc', comparison='e2o', dim='init', alignment='maximize')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Plot the skill as a function of lead time" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, "outputs": [ { "data": { - "text/plain": [ - "Text(0, 0.5, 'ACC')" + "text/html": [ + "

    climpred.HindcastEnsemble

    " ] }, - "execution_count": 13, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" }, { "data": { - "image/png": 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    +       "  * init        (init) object 1999-01-01 00:00:00 ... 2015-12-27 00:00:00\n",
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    +       "Data variables:\n",
    +       "    rmm1     (time) float64 1.867 1.868 1.924 1.574 ... 0.8918 0.9023 1.028
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 11;\n", + " var nbb_unformatted_code = \"hindcast = hindcast.add_observations(obsds)\\nhindcast\";\n", + " var nbb_formatted_code = \"hindcast = hindcast.add_observations(obsds)\\nhindcast\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "hindcast = hindcast.add_observations(obsds)\n", + "hindcast" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Calculate the Anomaly Correlation Coefficient (ACC) {py:func}`.climpred.metrics._pearson_r`" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
    <xarray.Dataset>\n",
    +       "Dimensions:  (lead: 45)\n",
    +       "Coordinates:\n",
    +       "  * lead     (lead) int64 0 1 2 3 4 5 6 7 8 9 ... 35 36 37 38 39 40 41 42 43 44\n",
    +       "    skill    <U11 'initialized'\n",
    +       "Data variables:\n",
    +       "    rmm1     (lead) float64 0.9782 0.9719 0.9632 0.9508 ... 0.304 0.2801 0.2616\n",
    +       "Attributes:\n",
    +       "    Conventions:                   IRIDL\n",
    +       "    prediction_skill_software:     climpred https://climpred.readthedocs.io/\n",
    +       "    skill_calculated_by_function:  HindcastEnsemble.verify()\n",
    +       "    number_of_initializations:     510\n",
    +       "    number_of_members:             4\n",
    +       "    alignment:                     maximize\n",
    +       "    metric:                        pearson_r\n",
    +       "    comparison:                    e2o\n",
    +       "    dim:                           init\n",
    +       "    reference:                     []
    " + ], + "text/plain": [ + "\n", + "Dimensions: (lead: 45)\n", + "Coordinates:\n", + " * lead (lead) int64 0 1 2 3 4 5 6 7 8 9 ... 35 36 37 38 39 40 41 42 43 44\n", + " skill " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "skill = hindcast.verify(\n", + " metric=\"acc\", comparison=\"e2o\", dim=\"init\", alignment=\"maximize\"\n", + ")\n", + "skill" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the skill as a function of lead time" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'ACC')" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
    " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 13;\n", + " var nbb_unformatted_code = \"skill[\\\"rmm1\\\"].plot()\\nplt.title(\\\"GMAO-GEOS_V2p1 RMM1 Skill\\\")\\nplt.xlabel(\\\"Lead Time (Days)\\\")\\nplt.ylabel(\\\"ACC\\\")\";\n", + " var nbb_formatted_code = \"skill[\\\"rmm1\\\"].plot()\\nplt.title(\\\"GMAO-GEOS_V2p1 RMM1 Skill\\\")\\nplt.xlabel(\\\"Lead Time (Days)\\\")\\nplt.ylabel(\\\"ACC\\\")\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], "text/plain": [ - "
    " + "" ] }, "metadata": {}, @@ -688,10 +2297,10 @@ } ], "source": [ - "plt.plot(skill['rmm1'])\n", - "plt.title('GMAO-GEOS_V2p1 RMM1 Skill')\n", - "plt.xlabel('Lead Time (Days)')\n", - "plt.ylabel('ACC')" + "skill[\"rmm1\"].plot()\n", + "plt.title(\"GMAO-GEOS_V2p1 RMM1 Skill\")\n", + "plt.xlabel(\"Lead Time (Days)\")\n", + "plt.ylabel(\"ACC\")" ] }, { diff --git a/docs/source/examples/subseasonal/weekly-subx-example.ipynb b/docs/source/examples/subseasonal/weekly-subx-example.ipynb index 8cb490974..36c941a19 100644 --- a/docs/source/examples/subseasonal/weekly-subx-example.ipynb +++ b/docs/source/examples/subseasonal/weekly-subx-example.ipynb @@ -48,28 +48,86 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 1;\n", + " var nbb_unformatted_code = \"# linting\\n%load_ext nb_black\\n%load_ext lab_black\";\n", + " var nbb_formatted_code = \"# linting\\n%load_ext nb_black\\n%load_ext lab_black\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# linting\n", + "%load_ext nb_black\n", + "%load_ext lab_black" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 2;\n", + " var nbb_unformatted_code = \"import warnings\\n\\nimport matplotlib.pyplot as plt\\n\\nimport xarray as xr\\nimport pandas as pd\\nimport numpy as np\\n\\nfrom climpred import HindcastEnsemble\\nimport climpred\\n\\nwarnings.filterwarnings(\\\"ignore\\\")\";\n", + " var nbb_formatted_code = \"import warnings\\n\\nimport matplotlib.pyplot as plt\\n\\nimport xarray as xr\\nimport pandas as pd\\nimport numpy as np\\n\\nfrom climpred import HindcastEnsemble\\nimport climpred\\n\\nwarnings.filterwarnings(\\\"ignore\\\")\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "import warnings\n", "\n", "import matplotlib.pyplot as plt\n", - "plt.style.use('ggplot')\n", - "plt.style.use('seaborn-talk')\n", "\n", "import xarray as xr\n", "import pandas as pd\n", "import numpy as np\n", "\n", "from climpred import HindcastEnsemble\n", - "import climpred" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ + "import climpred\n", + "\n", "warnings.filterwarnings(\"ignore\")" ] }, @@ -131,7 +189,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -403,7 +461,8 @@ " grid-template-columns: 125px auto;\n", "}\n", "\n", - ".xr-attrs dt, dd {\n", + ".xr-attrs dt,\n", + ".xr-attrs dd {\n", " padding: 0;\n", " margin: 0;\n", " float: left;\n", @@ -443,10 +502,10 @@ "Coordinates:\n", " * time (time) datetime64[ns] 1974-06-03 1974-06-04 ... 2017-07-24\n", "Data variables:\n", - " rmm1 (time) float64 1.867 1.868 1.924 1.574 ... 0.8918 0.9023 1.028
    • rmm1
      (time)
      float64
      ...
      array([1.86732 , 1.86838 , 1.92386 , ..., 0.891819, 0.902347, 1.027518])
  • " ], "text/plain": [ "\n", @@ -460,10 +519,37 @@ "execution_count": 3, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 3;\n", + " var nbb_unformatted_code = \"obsds = climpred.tutorial.load_dataset(\\\"RMM-INTERANN-OBS\\\")[[\\\"rmm1\\\"]]\\nobsds\";\n", + " var nbb_formatted_code = \"obsds = climpred.tutorial.load_dataset(\\\"RMM-INTERANN-OBS\\\")[[\\\"rmm1\\\"]]\\nobsds\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "obsds = climpred.tutorial.load_dataset('RMM-INTERANN-OBS')['rmm1'].to_dataset()\n", + "obsds = climpred.tutorial.load_dataset(\"RMM-INTERANN-OBS\")[[\"rmm1\"]]\n", "obsds" ] }, @@ -532,7 +618,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -804,7 +890,8 @@ " grid-template-columns: 125px auto;\n", "}\n", "\n", - ".xr-attrs dt, dd {\n", + ".xr-attrs dt,\n", + ".xr-attrs dd {\n", " padding: 0;\n", " margin: 0;\n", " float: left;\n", @@ -840,18 +927,18 @@ " fill: currentColor;\n", "}\n", "
    <xarray.Dataset>\n",
    -       "Dimensions:  (L: 45, M: 4, S: 510)\n",
    +       "Dimensions:  (S: 510, M: 4, L: 45)\n",
            "Coordinates:\n",
    -       "  * S        (S) float32 14245.0 14250.0 14255.0 ... 20439.0 20444.0 20449.0\n",
    +       "  * S        (S) float32 1.424e+04 1.425e+04 1.426e+04 ... 2.044e+04 2.045e+04\n",
            "  * M        (M) float32 1.0 2.0 3.0 4.0\n",
            "  * L        (L) float32 0.5 1.5 2.5 3.5 4.5 5.5 ... 40.5 41.5 42.5 43.5 44.5\n",
            "Data variables:\n",
    -       "    RMM1     (S, M, L) float32 -0.032366 0.10512561 ... 0.08325761 0.13890672\n",
    +       "    RMM1     (S, M, L) float32 -0.03237 0.1051 0.1946 ... -0.1499 0.08326 0.1389\n",
            "Attributes:\n",
    -       "    Conventions:  IRIDL
  • Conventions :
    IRIDL
  • " ], "text/plain": [ "\n", - "Dimensions: (L: 45, M: 4, S: 510)\n", + "Dimensions: (S: 510, M: 4, L: 45)\n", "Coordinates:\n", - " * S (S) float32 14245.0 14250.0 14255.0 ... 20439.0 20444.0 20449.0\n", + " * S (S) float32 1.424e+04 1.425e+04 1.426e+04 ... 2.044e+04 2.045e+04\n", " * M (M) float32 1.0 2.0 3.0 4.0\n", " * L (L) float32 0.5 1.5 2.5 3.5 4.5 5.5 ... 40.5 41.5 42.5 43.5 44.5\n", "Data variables:\n", @@ -889,10 +976,37 @@ "execution_count": 4, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 4;\n", + " var nbb_unformatted_code = \"fcstds = climpred.tutorial.load_dataset(\\\"GMAO-GEOS-RMM1\\\", decode_times=False)\\nfcstds\";\n", + " var nbb_formatted_code = \"fcstds = climpred.tutorial.load_dataset(\\\"GMAO-GEOS-RMM1\\\", decode_times=False)\\nfcstds\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "fcstds = climpred.tutorial.load_dataset('GMAO-GEOS-RMM1', decode_times=False)\n", + "fcstds = climpred.tutorial.load_dataset(\"GMAO-GEOS-RMM1\", decode_times=False)\n", "fcstds" ] }, @@ -907,9 +1021,37 @@ "cell_type": "code", "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 5;\n", + " var nbb_unformatted_code = \"fcstds = fcstds.rename({\\\"S\\\": \\\"init\\\", \\\"L\\\": \\\"lead\\\", \\\"M\\\": \\\"member\\\", \\\"RMM1\\\": \\\"rmm1\\\"})\";\n", + " var nbb_formatted_code = \"fcstds = fcstds.rename({\\\"S\\\": \\\"init\\\", \\\"L\\\": \\\"lead\\\", \\\"M\\\": \\\"member\\\", \\\"RMM1\\\": \\\"rmm1\\\"})\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "fcstds=fcstds.rename({'S': 'init','L': 'lead','M': 'member', 'RMM1' : 'rmm1'})" + "fcstds = fcstds.rename({\"S\": \"init\", \"L\": \"lead\", \"M\": \"member\", \"RMM1\": \"rmm1\"})" ] }, { @@ -923,9 +1065,37 @@ "cell_type": "code", "execution_count": 6, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 6;\n", + " var nbb_unformatted_code = \"fcstds[\\\"lead\\\"] = (fcstds[\\\"lead\\\"] - 0.5).astype(\\\"int\\\")\";\n", + " var nbb_formatted_code = \"fcstds[\\\"lead\\\"] = (fcstds[\\\"lead\\\"] - 0.5).astype(\\\"int\\\")\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "fcstds['lead'] = (fcstds['lead'] - 0.5).astype('int')" + "fcstds[\"lead\"] = (fcstds[\"lead\"] - 0.5).astype(\"int\")" ] }, { @@ -939,16 +1109,214 @@ "cell_type": "code", "execution_count": 7, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 7;\n", + " var nbb_unformatted_code = \"fcstds = xr.decode_cf(fcstds, decode_times=True)\";\n", + " var nbb_formatted_code = \"fcstds = xr.decode_cf(fcstds, decode_times=True)\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "fcstds = xr.decode_cf(fcstds, decode_times=True)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Make Weekly/7-day Averages" + ] + }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Dimensions: (init: 510, member: 4, lead: 39)\n", + "Coordinates:\n", + " * init (init) datetime64[ns] 1999-01-01 1999-01-06 ... 2015-12-27\n", + " * member (member) float32 1.0 2.0 3.0 4.0\n", + " * lead (lead) int64 6 7 8 9 10 11 12 13 14 ... 36 37 38 39 40 41 42 43 44\n", + "Data variables:\n", + " rmm1 (init, member, lead) float32 0.1347 0.1095 ... 0.1404 0.07606\n", + "Attributes:\n", + " Conventions: IRIDL\n", + "\n", + "\n", + "Dimensions: (time: 15456)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 1974-06-09 1974-06-10 ... 2017-07-24\n", + "Data variables:\n", + " rmm1 (time) float64 1.336 1.107 0.9046 0.695 ... 0.6265 0.673 0.7352\n" + ] + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 8;\n", + " var nbb_unformatted_code = \"fcstweekly = fcstds.rolling(lead=7, center=False).mean().dropna(dim=\\\"lead\\\")\\nobsweekly = obsds.rolling(time=7, center=False).mean().dropna(dim=\\\"time\\\")\\nprint(fcstweekly)\\nprint()\\nprint(obsweekly)\";\n", + " var nbb_formatted_code = \"fcstweekly = fcstds.rolling(lead=7, center=False).mean().dropna(dim=\\\"lead\\\")\\nobsweekly = obsds.rolling(time=7, center=False).mean().dropna(dim=\\\"time\\\")\\nprint(fcstweekly)\\nprint()\\nprint(obsweekly)\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fcstweekly = fcstds.rolling(lead=7, center=False).mean().dropna(dim=\"lead\")\n", + "obsweekly = obsds.rolling(time=7, center=False).mean().dropna(dim=\"time\")\n", + "print(fcstweekly)\n", + "print()\n", + "print(obsweekly)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 9;\n", + " var nbb_unformatted_code = \"fcstweekly = fcstweekly.isel(lead=slice(None, None, 7)).assign_coords(\\n lead=np.arange(1, 1 + fcstweekly.lead.size // 7 + 1)\\n)\";\n", + " var nbb_formatted_code = \"fcstweekly = fcstweekly.isel(lead=slice(None, None, 7)).assign_coords(\\n lead=np.arange(1, 1 + fcstweekly.lead.size // 7 + 1)\\n)\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fcstweekly = fcstweekly.isel(lead=slice(None, None, 7)).assign_coords(\n", + " lead=np.arange(1, 1 + fcstweekly.lead.size // 7 + 1)\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "`climpred` requires that `lead` dimension has an attribute called `units` indicating what time units the `lead` is assocated with. Options are: `years`,`seasons`,`months`,`weeks`,`pentads`,`days`,`hours`,`minutes`,`days`. The `lead` `units` are `weeks`. " + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 10;\n", + " var nbb_unformatted_code = \"fcstweekly[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"weeks\\\"}\";\n", + " var nbb_formatted_code = \"fcstweekly[\\\"lead\\\"].attrs = {\\\"units\\\": \\\"weeks\\\"}\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fcstweekly[\"lead\"].attrs = {\"units\": \"weeks\"}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Create the {py:class}`.HindcastEnsemble` object and {py:meth}`.HindcastEnsemble.add_observations`." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

    climpred.HindcastEnsemble

    " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, { "data": { "text/html": [ @@ -995,7 +1363,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -1267,7 +1635,8 @@ " grid-template-columns: 125px auto;\n", "}\n", "\n", - ".xr-attrs dt, dd {\n", + ".xr-attrs dt,\n", + ".xr-attrs dd {\n", " padding: 0;\n", " margin: 0;\n", " float: left;\n", @@ -1302,174 +1671,968 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
    <xarray.Dataset>\n",
    -       "Dimensions:  (init: 510, lead: 45, member: 4)\n",
    +       "
    <Initialized Ensemble>\n",
    +       "Dimensions:     (init: 510, member: 4, lead: 6)\n",
            "Coordinates:\n",
    -       "  * init     (init) datetime64[ns] 1999-01-01 1999-01-06 ... 2015-12-27\n",
    -       "  * member   (member) float32 1.0 2.0 3.0 4.0\n",
    -       "  * lead     (lead) int64 0 1 2 3 4 5 6 7 8 9 ... 35 36 37 38 39 40 41 42 43 44\n",
    +       "  * init        (init) object 1999-01-01 00:00:00 ... 2015-12-27 00:00:00\n",
    +       "  * member      (member) float32 1.0 2.0 3.0 4.0\n",
    +       "  * lead        (lead) int64 1 2 3 4 5 6\n",
    +       "    valid_time  (lead, init) object 1999-01-08 00:00:00 ... 2016-02-07 00:00:00\n",
            "Data variables:\n",
    -       "    rmm1     (init, member, lead) float32 ...\n",
    +       "    rmm1        (init, member, lead) float32 0.1347 -0.7031 ... 0.2992 0.4478\n",
            "Attributes:\n",
    -       "    Conventions:  IRIDL
  • member
    (member)
    float32
    1.0 2.0 3.0 4.0
    long_name :
    Member
    standard_name :
    realization
    pointwidth :
    1.0
    gridtype :
    0
    units :
    ids
    description :
    Realization is used to label a dimension that can be thought of as a statistical sample, e.g., labelling members of a model ensemble.
    array([1., 2., 3., 4.], dtype=float32)
  • lead
    (lead)
    int64
    1 2 3 4 5 6
    units :
    weeks
    standard_name :
    forecast_period
    long_name :
    Lead
    description :
    Forecast period is the time interval between the forecast reference time and the validity time. A period is an interval of time, or the time-period of an oscillation.
    array([1, 2, 3, 4, 5, 6])
  • valid_time
    (lead, init)
    object
    1999-01-08 00:00:00 ... 2016-02-...
    long_name :
    validity time
    standard_name :
    time
    description :
    time for which the forecast is valid
    calculate :
    init + lead
    amip :
    time
    array([[cftime.DatetimeProlepticGregorian(1999, 1, 8, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(1999, 1, 13, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(1999, 1, 18, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        ...,\n",
    +       "        cftime.DatetimeProlepticGregorian(2015, 12, 24, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(2015, 12, 29, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(2016, 1, 3, 0, 0, 0, 0, has_year_zero=True)],\n",
    +       "       [cftime.DatetimeProlepticGregorian(1999, 1, 15, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(1999, 1, 20, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(1999, 1, 25, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        ...,\n",
    +       "        cftime.DatetimeProlepticGregorian(2015, 12, 31, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(2016, 1, 5, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(2016, 1, 10, 0, 0, 0, 0, has_year_zero=True)],\n",
    +       "       [cftime.DatetimeProlepticGregorian(1999, 1, 22, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(1999, 1, 27, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(1999, 2, 1, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        ...,\n",
    +       "        cftime.DatetimeProlepticGregorian(2016, 1, 7, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(2016, 1, 12, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "...\n",
    +       "        cftime.DatetimeProlepticGregorian(1999, 2, 8, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        ...,\n",
    +       "        cftime.DatetimeProlepticGregorian(2016, 1, 14, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(2016, 1, 19, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(2016, 1, 24, 0, 0, 0, 0, has_year_zero=True)],\n",
    +       "       [cftime.DatetimeProlepticGregorian(1999, 2, 5, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(1999, 2, 10, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(1999, 2, 15, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        ...,\n",
    +       "        cftime.DatetimeProlepticGregorian(2016, 1, 21, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(2016, 1, 26, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(2016, 1, 31, 0, 0, 0, 0, has_year_zero=True)],\n",
    +       "       [cftime.DatetimeProlepticGregorian(1999, 2, 12, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(1999, 2, 17, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(1999, 2, 22, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        ...,\n",
    +       "        cftime.DatetimeProlepticGregorian(2016, 1, 28, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(2016, 2, 2, 0, 0, 0, 0, has_year_zero=True),\n",
    +       "        cftime.DatetimeProlepticGregorian(2016, 2, 7, 0, 0, 0, 0, has_year_zero=True)]],\n",
    +       "      dtype=object)
    • rmm1
      (init, member, lead)
      float32
      0.1347 -0.7031 ... 0.2992 0.4478
      pointwidth :
      0.0
      long_name :
      RMM1
      units :
      unitless
      array([[[ 0.13466184, -0.70308524, -0.6665866 ,  0.53768194,\n",
      +       "          1.5258206 ,  1.3847538 ],\n",
      +       "        [ 0.2424833 ,  0.04300196, -0.04560124,  1.5524023 ,\n",
      +       "          1.9928336 ,  1.306517  ],\n",
      +       "        [ 0.29170546, -0.40440923,  0.289992  ,  0.902887  ,\n",
      +       "          1.1658235 ,  1.5833153 ],\n",
      +       "        [ 0.19159952, -1.0362829 , -0.41041547,  0.9215896 ,\n",
      +       "          1.9797173 ,  1.7849027 ]],\n",
      +       "\n",
      +       "       [[ 0.13745967, -0.66343164,  0.7237875 ,  0.8539322 ,\n",
      +       "          1.4124439 ,  2.0646007 ],\n",
      +       "        [ 0.05160916, -1.2358718 ,  0.07569085,  1.174731  ,\n",
      +       "          0.74607867,  1.4797692 ],\n",
      +       "        [ 0.15610577, -1.2223252 ,  0.42348805,  0.9170564 ,\n",
      +       "          1.0033319 ,  1.0180309 ],\n",
      +       "        [ 0.06007081, -0.943257  , -0.02319996,  1.3574636 ,\n",
      +       "          2.5858319 ,  0.9067065 ]],\n",
      +       "\n",
      +       "       [[-0.98613304,  0.5226586 ,  1.2636639 ,  0.92440665,\n",
      +       "          1.3922706 ,  0.17960559],\n",
      +       "...\n",
      +       "        [ 0.5657733 , -1.343183  , -3.0290492 , -2.6482596 ,\n",
      +       "         -1.8979372 , -0.8949425 ]],\n",
      +       "\n",
      +       "       [[-0.07046235, -2.089687  , -3.5156634 , -2.9199138 ,\n",
      +       "         -2.470964  , -0.8262414 ],\n",
      +       "        [ 0.0170458 , -1.6903168 , -2.8156073 , -2.3722534 ,\n",
      +       "         -0.88731194, -0.6438968 ],\n",
      +       "        [-0.01062303, -2.2151313 , -3.0623872 , -3.8109653 ,\n",
      +       "         -2.7191453 , -2.234973  ],\n",
      +       "        [ 0.00703398, -1.7830768 , -2.8474169 , -2.4715648 ,\n",
      +       "         -2.3030205 , -1.6926976 ]],\n",
      +       "\n",
      +       "       [[-1.9386648 , -2.7401743 , -2.6152925 , -2.758163  ,\n",
      +       "         -1.4414849 ,  0.1724483 ],\n",
      +       "        [-1.7458452 , -3.2379034 , -2.7567887 , -1.8445466 ,\n",
      +       "         -1.5084535 ,  0.1758536 ],\n",
      +       "        [-1.8588039 , -3.2608886 , -3.4155226 , -1.1434904 ,\n",
      +       "         -0.96848327,  0.2189652 ],\n",
      +       "        [-1.8091087 , -2.9087188 , -3.6594112 , -3.0632272 ,\n",
      +       "          0.29924652,  0.44781074]]], dtype=float32)
  • Conventions :
    IRIDL
  • " ] }, - "execution_count": 8, "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fcstds" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Make Weekly Averages" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ + "output_type": "display_data" + }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Dimensions: (init: 510, lead: 39, member: 4)\n", - "Coordinates:\n", - " * init (init) datetime64[ns] 1999-01-01 1999-01-06 ... 2015-12-27\n", - " * member (member) float32 1.0 2.0 3.0 4.0\n", - " * lead (lead) int64 6 7 8 9 10 11 12 13 14 ... 36 37 38 39 40 41 42 43 44\n", - "Data variables:\n", - " rmm1 (init, member, lead) float32 0.13466184 0.10946906 ... 0.076061934\n", - "\n", - "Dimensions: (time: 15456)\n", - "Coordinates:\n", - " * time (time) datetime64[ns] 1974-06-09 1974-06-10 ... 2017-07-24\n", - "Data variables:\n", - " rmm1 (time) float64 1.336 1.107 0.9046 0.695 ... 0.6265 0.673 0.7352\n" - ] + "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
    <Observations>\n",
    +       "Dimensions:  (time: 15456)\n",
    +       "Coordinates:\n",
    +       "  * time     (time) object 1974-06-09 00:00:00 ... 2017-07-24 00:00:00\n",
    +       "Data variables:\n",
    +       "    rmm1     (time) float64 1.336 1.107 0.9046 0.695 ... 0.6265 0.673 0.7352
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 11;\n", + " var nbb_unformatted_code = \"hindcast = HindcastEnsemble(fcstweekly)\\nhindcast = hindcast.add_observations(obsweekly)\\nhindcast\";\n", + " var nbb_formatted_code = \"hindcast = HindcastEnsemble(fcstweekly)\\nhindcast = hindcast.add_observations(obsweekly)\\nhindcast\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "hindcast = HindcastEnsemble(fcstweekly)\n", + "hindcast = hindcast.add_observations(obsweekly)\n", + "hindcast" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Calculate the Anomaly Correlation Coefficient (ACC) {py:func}`.climpred.metrics._pearson_r`" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
    <xarray.Dataset>\n",
    +       "Dimensions:  (lead: 6)\n",
    +       "Coordinates:\n",
    +       "  * lead     (lead) int64 1 2 3 4 5 6\n",
    +       "    skill    <U11 'initialized'\n",
    +       "Data variables:\n",
    +       "    rmm1     (lead) float64 0.948 0.8719 0.7265 0.5658 0.4504 0.3607\n",
    +       "Attributes:\n",
    +       "    Conventions:                   IRIDL\n",
    +       "    prediction_skill_software:     climpred https://climpred.readthedocs.io/\n",
    +       "    skill_calculated_by_function:  HindcastEnsemble.verify()\n",
    +       "    number_of_initializations:     510\n",
    +       "    number_of_members:             4\n",
    +       "    alignment:                     maximize\n",
    +       "    metric:                        pearson_r\n",
    +       "    comparison:                    e2o\n",
    +       "    dim:                           init\n",
    +       "    reference:                     []
    " + ], + "text/plain": [ + "\n", + "Dimensions: (lead: 6)\n", + "Coordinates:\n", + " * lead (lead) int64 1 2 3 4 5 6\n", + " skill " + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "fcstweekly = fcstds.rolling(lead=7, center=False).mean().dropna(dim='lead')\n", - "obsweekly = obsds.rolling(time=7, center=False).mean().dropna(dim='time')\n", - "print(fcstweekly)\n", - "print(obsweekly)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Create a new `xr.DataArray` for the weekly fcst data" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "nleads = fcstweekly['lead'][::7].size\n", - "fcstweeklyda = xr.DataArray(fcstweekly['rmm1'][:,:,::7], \n", - " coords={'init' : fcstweekly['init'],\n", - " 'member': fcstweekly['member'],\n", - " 'lead': np.arange(1,nleads+1), \n", - " },\n", - " dims=['init', 'member','lead'])\n", - "fcstweeklyda = fcstweeklyda.rename('rmm1')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "`climpred` requires that `lead` dimension has an attribute called `units` indicating what time units the `lead` is assocated with. Options are: `years,seasons,months,weeks,pentads,days`. The `lead` `units` are `weeks`. " - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "fcstweeklyda['lead'].attrs = {'units': 'weeks'}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Create the `climpred HindcastEnsemble` object and add the observations." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "hindcast = HindcastEnsemble(fcstweeklyda)\n", - "hindcast = hindcast.add_observations(obsweekly)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Calculate the Anomaly Correlation Coefficient (ACC)" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "skill = hindcast.verify(metric='acc', comparison='e2o', alignment='maximize', dim='init')" + "skill = hindcast.verify(\n", + " metric=\"acc\", comparison=\"e2o\", alignment=\"maximize\", dim=\"init\"\n", + ")\n", + "skill" ] }, { @@ -1481,24 +2644,43 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { + "image/png": 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\n", "text/plain": [ - "(0.0, 1.0)" + "
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+ "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 13;\n", + " var nbb_unformatted_code = \"skill.rmm1.to_series().plot(kind=\\\"bar\\\")\\nplt.title(\\\"GMAO_GOES_V2p1 RMM1 Skill\\\")\\nplt.xlabel(\\\"Lead Time (Weeks)\\\")\\nplt.ylabel(\\\"ACC\\\")\\nplt.ylim(0.0, 1.0)\\nplt.show()\";\n", + " var nbb_formatted_code = \"skill.rmm1.to_series().plot(kind=\\\"bar\\\")\\nplt.title(\\\"GMAO_GOES_V2p1 RMM1 Skill\\\")\\nplt.xlabel(\\\"Lead Time (Weeks)\\\")\\nplt.ylabel(\\\"ACC\\\")\\nplt.ylim(0.0, 1.0)\\nplt.show()\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], "text/plain": [ - "
    " + "" ] }, "metadata": {}, @@ -1506,12 +2688,12 @@ } ], "source": [ - "x = np.arange(fcstweeklyda['lead'].size)\n", - "plt.bar(x, skill['rmm1'])\n", - "plt.title('GMAO_GOES_V2p1 RMM1 Skill')\n", - "plt.xlabel('Lead Time (Weeks)')\n", - "plt.ylabel('ACC')\n", - "plt.ylim(0.0, 1.0)" + "skill.rmm1.to_series().plot(kind=\"bar\")\n", + "plt.title(\"GMAO_GOES_V2p1 RMM1 Skill\")\n", + "plt.xlabel(\"Lead Time (Weeks)\")\n", + "plt.ylabel(\"ACC\")\n", + "plt.ylim(0.0, 1.0)\n", + "plt.show()" ] }, { From 267c2be4fcf1538b6ba7a34c6c9839173d6ca4ef Mon Sep 17 00:00:00 2001 From: AS Date: Thu, 16 Dec 2021 00:52:27 +0100 Subject: [PATCH 50/61] fix --- CHANGELOG.rst | 7 +- ci/requirements/climpred-dev.yml | 1 + ci/requirements/docs.yml | 1 + climpred/classes.py | 15 ++-- climpred/options.py | 2 +- climpred/reference.py | 36 ++++----- docs/source/conf.py | 1 + docs/source/examples.rst | 2 + .../examples/decadal/Significance.ipynb | 10 +-- .../diagnose-potential-predictability.ipynb | 19 +++-- .../perfect-model-predictability-demo.ipynb | 10 +-- docs/source/quick-start.ipynb | 74 ++++++------------- docs/source/setting-up-data.rst | 2 +- 13 files changed, 81 insertions(+), 99 deletions(-) diff --git a/CHANGELOG.rst b/CHANGELOG.rst index eca4013b8..7422e9a1d 100644 --- a/CHANGELOG.rst +++ b/CHANGELOG.rst @@ -51,9 +51,8 @@ Data variables: - Allow ``lead`` as ``float`` also if ``calendar="360_day"`` or ``lead.attrs["units"]`` not in ``["years","seasons","months"]``. (:issue:`564`, :pr:`675`) `Aaron Spring`_. -- Implement :py:meth:`.HindcastEnsemble.generate_uninitialized` in - :py:class:`.PredictionEnsemble` resampling years without replacement - from ``initialized``. (:issue:`589`, :pr:`591`) `Aaron Spring`_. +- Implement :py:meth:`.HindcastEnsemble.generate_uninitialized` resampling years + without replacement from ``initialized``. (:issue:`589`, :pr:`591`) `Aaron Spring`_. - Implement Logarithmic Ensemble Skill Score :py:func:`~climpred.metrics._less`. (:issue:`239`, :pr:`687`) `Aaron Spring`_. - :py:meth:`.HindcastEnsemble.remove_seasonality` and @@ -135,7 +134,7 @@ Internals/Minor Fixes Documentation ------------- -- Refresh all docs with ``sphinx_book_theme. +- Refresh all docs with ``sphinx_book_theme``. (:issue:`707`, :pr:`708`, :pr:`709`) `Aaron Spring`_. diff --git a/ci/requirements/climpred-dev.yml b/ci/requirements/climpred-dev.yml index 46d213b6b..8ef94d55c 100644 --- a/ci/requirements/climpred-dev.yml +++ b/ci/requirements/climpred-dev.yml @@ -48,6 +48,7 @@ dependencies: - eofs - esmtools>=1.1.3 - xskillscore>=0.0.19 + - xrft # Visualization - matplotlib-base - nc-time-axis>=1.4.0 diff --git a/ci/requirements/docs.yml b/ci/requirements/docs.yml index 18d50e32f..9219b48a0 100644 --- a/ci/requirements/docs.yml +++ b/ci/requirements/docs.yml @@ -18,6 +18,7 @@ dependencies: - xskillscore>=0.0.18 - numba>=0.52 - xclim + - xrft - bias_correction - pip - pip: diff --git a/climpred/classes.py b/climpred/classes.py index 77a8c5aa0..1ae66ad7a 100644 --- a/climpred/classes.py +++ b/climpred/classes.py @@ -59,7 +59,7 @@ ) from .exceptions import CoordinateError, DimensionError, VariableError from .metrics import Metric -from .options import OPTIONS +from .options import OPTIONS, set_options from .prediction import ( _apply_metric_at_given_lead, _get_metric_comparison_dim, @@ -244,13 +244,14 @@ def _groupby(self, call: str, groupby: Union[str, xr.DataArray], **kwargs: Any): """Help for verify/bootstrap(groupby="month").""" skill_group, group_label = [], [] groupby_str = f"init.{groupby}" if isinstance(groupby, str) else groupby - for group, hind_group in self.get_initialized().init.groupby(groupby_str): - skill_group.append( - getattr(self.sel(init=hind_group), call)( - **kwargs, + with set_options(warn_for_failed_PredictionEnsemble_xr_call=False): + for group, hind_group in self.get_initialized().init.groupby(groupby_str): + skill_group.append( + getattr(self.sel(init=hind_group), call)( + **kwargs, + ) ) - ) - group_label.append(group) + group_label.append(group) new_dim_name = groupby if isinstance(groupby, str) else groupby_str.name skill_group = xr.concat(skill_group, new_dim_name).assign_coords( {new_dim_name: group_label} diff --git a/climpred/options.py b/climpred/options.py index 58545926e..e84eff0c5 100644 --- a/climpred/options.py +++ b/climpred/options.py @@ -15,7 +15,7 @@ "seasonality": _SEASONALITY_OPTIONS.__contains__, "PerfectModel_persistence_from_initialized_lead_0": lambda choice: choice in [True, False, "default"], - "warn_for_PredictionEnsemble_xr_call": lambda choice: choice + "warn_for_failed_PredictionEnsemble_xr_call": lambda choice: choice in [True, False, "default"], "warn_for_rename_to_climpred_dims": lambda choice: choice in [True, False, "default"], diff --git a/climpred/reference.py b/climpred/reference.py index 560d67fbf..7c36a9d06 100644 --- a/climpred/reference.py +++ b/climpred/reference.py @@ -100,26 +100,26 @@ def climatology( init_lead["time"] = init_lead["time"].to_index().to_datetimeindex() init_lead = init_lead["time"] climatology_day = verif.groupby(f"time.{seasonality_str}").mean() - # enlarge times to get climatology_forecast times - # this prevents errors if verification.time and hindcast.init are too much apart - verif_hind_union = xr.DataArray( - verif.time.to_index().union(init_lead.time.to_index()), dims="time" - ) - - climatology_forecast = ( - _maybe_seasons_to_int(climatology_day) - .sel( - { - seasonality_str: _maybe_seasons_to_int( - getattr(verif_hind_union.time.dt, seasonality_str) # type: ignore - ) - }, - method="nearest", # nearest may be a bit incorrect but doesnt error - ) - .drop_vars(seasonality_str) - ) with warnings.catch_warnings(): # ignore numpy warning https://stackoverflow.com/questions/40659212/futurewarning-elementwise-comparison-failed-returning-scalar-but-in-the-futur#46721064 # noqa: E501 warnings.simplefilter(action="ignore", category=FutureWarning) + # enlarge times to get climatology_forecast times + # this prevents errors if verification.time and hindcast.init are too much apart + verif_hind_union = xr.DataArray( + verif.time.to_index().union(init_lead.time.to_index()), dims="time" + ) + + climatology_forecast = ( + _maybe_seasons_to_int(climatology_day) + .sel( + { + seasonality_str: _maybe_seasons_to_int( + getattr(verif_hind_union.time.dt, seasonality_str) # type: ignore + ) + }, + method="nearest", # nearest may be a bit incorrect but doesnt error + ) + .drop_vars(seasonality_str) + ) lforecast = climatology_forecast.where( climatology_forecast.time.isin(init_lead), drop=True ) diff --git a/docs/source/conf.py b/docs/source/conf.py index 04d18bda1..83a249ed7 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -145,6 +145,7 @@ "numpy": ("https://docs.scipy.org/doc/numpy/", None), "xskillscore": ("https://xskillscore.readthedocs.io/en/stable", None), "xclim": ("https://xclim.readthedocs.io/en/latest/", None), + "esmtools": ("https://esmtools.readthedocs.io/en/latest/", None), } # Should only be uncommented when testing page development while notebooks diff --git a/docs/source/examples.rst b/docs/source/examples.rst index b088215d3..b624b2124 100644 --- a/docs/source/examples.rst +++ b/docs/source/examples.rst @@ -2,6 +2,7 @@ Examples ######## .. note:: + Please use the ``climpred-dev`` environment $ conda env create -f ci/requirements/climpred-dev.yml @@ -48,6 +49,7 @@ Decadal examples/decadal/diagnose-potential-predictability.ipynb examples/decadal/Significance.ipynb + Misc ==== .. toctree:: diff --git a/docs/source/examples/decadal/Significance.ipynb b/docs/source/examples/decadal/Significance.ipynb index d62288ce4..1e1a73df0 100644 --- a/docs/source/examples/decadal/Significance.ipynb +++ b/docs/source/examples/decadal/Significance.ipynb @@ -284,7 +284,7 @@ "\n", "For correlation metrics the associated p-value checks whether the correlation \n", "is significantly different from zero incorporating reduced degrees of freedom \n", - "due to temporal autocorrelation, see {py:func}`~climpred.metrics._pearson_r` and {py:func}`~climpred.metrics._pearson_r_eff_p_value`" + "due to temporal autocorrelation, see {py:func}`.climpred.metrics._pearson_r` and {py:func}`.climpred.metrics._pearson_r_eff_p_value`." ] }, { @@ -434,7 +434,7 @@ "source": [ "## Bootstrapping with replacement\n", "\n", - "Bootstrapping significance relies on resampling the underlying data with replacement along ``resample_dim`` for a large number of ``iterations`` as proposed by the decadal prediction framework of Goddard2013_." + "Bootstrapping significance {py:meth}`.HindcastEnsemble.bootstrap` relies on resampling the underlying data with replacement along ``resample_dim`` for a large number of ``iterations`` as proposed by the decadal prediction framework of Goddard2013_." ] }, { @@ -1111,7 +1111,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "{py:func}`~climpred.graphics.plot_bootstrapped_skill_over_leadyear` wraps the above plotting code: " + "{py:func}`.climpred.graphics.plot_bootstrapped_skill_over_leadyear` wraps the above plotting code: " ] }, { @@ -1885,7 +1885,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "{py:func}`xskillscore.sign_test` shows which forecast is better. Here we compare the ``initialized`` with the ``uninitialized`` forecast [DelSole2016_]." + "{py:func}`xskillscore.sign_test` shows which forecast is better. Here we compare the ``initialized`` with the ``uninitialized`` forecast [DelSole2016]." ] }, { @@ -2072,7 +2072,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## References\n", + "### References\n", "\n", ".. [Benjamini1994] Benjamini, Y., & Hochberg, Y. (1994). \"Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing.\" 13. J. R. Statist. Soc. B https://doi.org/10.1111/j.2517-6161.1995.tb02031.x\n", "\n", diff --git a/docs/source/examples/decadal/diagnose-potential-predictability.ipynb b/docs/source/examples/decadal/diagnose-potential-predictability.ipynb index 1cfe44760..e58e80995 100644 --- a/docs/source/examples/decadal/diagnose-potential-predictability.ipynb +++ b/docs/source/examples/decadal/diagnose-potential-predictability.ipynb @@ -139,9 +139,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Diagnostic Potential Predictability (DPP)\n", + "## Diagnostic Potential Predictability (DPP)\n", "\n", - "We can first use the Resplandy2015_ and Seferian2018_ method for computing the unbiased ``DPP`` by not chunking the time dimension." + "We can first use the Resplandy2015_ and Seferian2018_ method for computing the unbiased {py:func}`.climpred.stats.dpp` by not chunking the time dimension." ] }, { @@ -307,8 +307,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Variance-Weighted Mean Period\n", - "A periodogram is computed based on a control simulation to extract the mean period of variations, which are weighted by the respective variance. Regions with a high mean period value indicate low-frequency variations with are potentially predictable [Branstator2010_]." + "## Variance-Weighted Mean Period\n", + "\n", + "{py:func}`.climpred.stats.varweighted_mean_period` uses a periodogram based on a control simulation to extract the mean period of variations, which are weighted by the respective variance. Regions with a high mean period value indicate low-frequency variations with are potentially predictable [Branstator2010_]." ] }, { @@ -383,7 +384,8 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Lag-1 Autocorrelation\n", + "## Lag-1 Autocorrelation\n", + "\n", "The lag-1 autocorrelation also indicates where slower modes of variability occur by identifying regions with high temporal correlation [vonStorch1999_]." ] }, @@ -463,8 +465,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Decorrelation time\n", - "Taking the lagged correlation further over all lags, the decorrelation time shows the time after which the autocorrelation fell beyond its e-folding [vonStorch1999_]." + "## Decorrelation time\n", + "\n", + "Taking the lagged correlation further over all lags, {py:func}`.climpred.stats.decorrelation_time` shows the time after which the autocorrelation fell beyond its e-folding [vonStorch1999_]." ] }, { @@ -539,7 +542,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Verify diagnostic potential predictability in predictability simulations\n", + "## Verify diagnostic potential predictability in initialized simulations\n", "\n", "Do we find predictability in the areas highlighted above also in perfect-model experiments?" ] diff --git a/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb b/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb index eaacba48b..81e8a4e56 100644 --- a/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb +++ b/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb @@ -1135,7 +1135,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "{py:meth}`PredictionEnsemble.plot` displays timeseries for 1-dimensional data." + "{py:meth}`.PredictionEnsemble.plot` displays timeseries for 1-dimensional data." ] }, { @@ -1203,9 +1203,9 @@ "source": [ "### Forecast Verification\n", "\n", - "Optionally, {py:meth}`PerfectModelEnsemble.verify` `(reference=...)` verifies against reference forecasts (like `\"persistence\"` or `\"uninitialized\"`).\n", + "Optionally, {py:meth}`.PerfectModelEnsemble.verify` `(reference=...)` verifies against reference forecasts (like `\"persistence\"` or `\"uninitialized\"`).\n", "\n", - "If `uninitialized` not present, you can {py:meth}`PerfectModelEnsemble.generate_uninitialized` from `control`." + "If `uninitialized` not present, you can {py:meth}`.PerfectModelEnsemble.generate_uninitialized` from `control`." ] }, { @@ -1311,7 +1311,7 @@ "source": [ "### Bootstrapping with Replacement\n", "\n", - "Here, we bootstrap the ensemble with replacement [Goddard et al. 2013] to compare the initialized ensemble to an `uninitialized` counterpart and a `persistence` reference forecast with {py:meth}`PerfectModelEnsemble.bootstrap`. The visualization is based on those used in [Li et al. 2016]. The p-value demonstrates the probability that the reference forecastsbeat the initialized forecast based on N bootstrapping with replacement." + "Here, we bootstrap the ensemble with replacement [Goddard et al. 2013] to compare the initialized ensemble to an `uninitialized` counterpart and a `persistence` reference forecast with {py:meth}`.PerfectModelEnsemble.bootstrap`. The visualization is based on those used in [Li et al. 2016]. The p-value demonstrates the probability that the reference forecasts beat the initialized forecast based on N bootstrapping with replacement." ] }, { @@ -1405,7 +1405,7 @@ "source": [ "### Computing Skill with Different Comparison Methods\n", "\n", - "Here, we use {py:meth}`PerfectModelEnsemble.verify` to compute the Anomaly Correlation Coefficient (ACC) {py:func}`~climpred.metrics._pearson_r` with different comparison methods. This generates different ACC values by design. See :ref:`comparisons` for a description of the various ways to compute skill scores for a perfect-model framework." + "Here, we use {py:meth}`.PerfectModelEnsemble.verify` to compute the Anomaly Correlation Coefficient (ACC) {py:func}`.climpred.metrics._pearson_r` with different comparison methods. This generates different ACC values by design. See :ref:`comparisons` for a description of the various ways to compute skill scores for a perfect-model framework." ] }, { diff --git a/docs/source/quick-start.ipynb b/docs/source/quick-start.ipynb index 4aa626cbf..72a5d5a80 100644 --- a/docs/source/quick-start.ipynb +++ b/docs/source/quick-start.ipynb @@ -440,7 +440,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -756,7 +756,7 @@ " * init (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n", " valid_time (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n", "Data variables:\n", - " SST (init, lead, member) float64 -0.2404 -0.2085 ... 0.7442 0.7384
  • " ] }, "metadata": {}, @@ -936,7 +936,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -1249,7 +1249,7 @@ "Coordinates:\n", " * time (time) object 1955-01-01 00:00:00 ... 2015-01-01 00:00:00\n", "Data variables:\n", - " SST (time) float32 -0.4015 -0.3524 -0.1851 ... 0.2481 0.346 0.4502
  • " ] }, "metadata": {}, @@ -1564,10 +1564,10 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:709: UserWarning: Error due to verification/control/uninitialized: rm_poly({'dim': 'init', 'deg': 2}) failed\n", + "/Users/aaron.spring/Coding/climpred/climpred/classes.py:711: UserWarning: Error due to verification/control/uninitialized: rm_poly({'dim': 'init', 'deg': 2}) failed\n", "KeyError: 'init'\n", " warnings.warn(\n", - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:703: UserWarning: Error due to initialized: rm_poly({'dim': 'time', 'deg': 2}) failed\n", + "/Users/aaron.spring/Coding/climpred/climpred/classes.py:705: UserWarning: Error due to initialized: rm_poly({'dim': 'time', 'deg': 2}) failed\n", "KeyError: 'time'\n", " warnings.warn(f\"Error due to initialized: {msg}\")\n" ] @@ -1627,7 +1627,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -1943,7 +1943,7 @@ " * init (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n", " valid_time (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n", "Data variables:\n", - " SST (init, lead, member) float64 -0.09386 -0.07692 ... 0.06577
  • " ] }, "metadata": {}, @@ -2139,7 +2139,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -2452,7 +2452,7 @@ "Coordinates:\n", " * time (time) object 1955-01-01 00:00:00 ... 2015-01-01 00:00:00\n", "Data variables:\n", - " SST (time) float64 -0.1006 -0.05807 0.1026 ... -0.04652 0.03726 0.1272
  • " ] }, "metadata": {}, @@ -2704,7 +2704,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -3028,8 +3028,8 @@ " metric: rmse\n", " comparison: e2o\n", " dim: init\n", - " reference: []" + " reference: []" ], "text/plain": [ "\n", @@ -3192,7 +3192,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can also check the association of forecasts and observations with the anomaly correlation coefficient ``metric='acc'`` against multiple `reference` forecasts. Choose `reference` from [`\"climatology\"`,`\"persistence\"`,`\"uninitialized\"`]." + "We can also check the association of forecasts and observations with the anomaly correlation coefficient ``metric=\"acc\"`` {py:func}`.climpred.metrics._pearson_r` against multiple :ref:`reference` forecasts. Choose `reference` from [`\"climatology\"`,`\"persistence\"`,`\"uninitialized\"`]." ] }, { @@ -3205,32 +3205,6 @@ } }, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", - " return key in self.data\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", - " return key in self.data\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", - " return key in self.data\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", - " return key in self.data\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", - " return key in self.data\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", - " return key in self.data\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", - " return key in self.data\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", - " return key in self.data\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", - " return key in self.data\n", - "/Users/aaron.spring/anaconda3/envs/climpred-dev/lib/python3.9/site-packages/xarray/core/dataarray.py:784: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", - " return key in self.data\n" - ] - }, { "data": { "application/javascript": [ diff --git a/docs/source/setting-up-data.rst b/docs/source/setting-up-data.rst index 380565bf0..4f49c4c1b 100644 --- a/docs/source/setting-up-data.rst +++ b/docs/source/setting-up-data.rst @@ -85,7 +85,7 @@ that ``climpred`` supports for them. - None Probably the most challenging part is concatenating -(:py:meth:`xarray.Dataset.concatenate`) raw model output with dimension ``time`` of +(:py:meth:`xarray.concat`) raw model output with dimension ``time`` of multiple simulations to a multi-dimensional :py:class:`xarray.Dataset` containing dimensions ``init``, (``member``) and ``lead``, where ``time`` becomes "valid_time=init+lead". One way of doing it is From 8cf63369cfe1fa6de44941b4ff4a211096adcf61 Mon Sep 17 00:00:00 2001 From: AS Date: Thu, 16 Dec 2021 00:56:25 +0100 Subject: [PATCH 51/61] fix examples.rst --- docs/source/examples.rst | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/docs/source/examples.rst b/docs/source/examples.rst index b624b2124..532742148 100644 --- a/docs/source/examples.rst +++ b/docs/source/examples.rst @@ -5,7 +5,9 @@ Examples Please use the ``climpred-dev`` environment - $ conda env create -f ci/requirements/climpred-dev.yml + .. :: bash + + conda env create -f ci/requirements/climpred-dev.yml to ensure that all dependencies are installed to complete all example notebooks listed here. @@ -53,8 +55,8 @@ Decadal Misc ==== .. toctree:: - :maxdepth: 1 + :maxdepth: 1 - examples/misc/efficient_dask.ipynb - examples/misc/climpred_gpu.ipynb - examples/misc/setup_your_own_data.ipynb + examples/misc/efficient_dask.ipynb + examples/misc/climpred_gpu.ipynb + examples/misc/setup_your_own_data.ipynb From 8288371ec92e3c0282e92b9ba0119aac31136bba Mon Sep 17 00:00:00 2001 From: AS Date: Thu, 16 Dec 2021 01:02:54 +0100 Subject: [PATCH 52/61] fix --- docs/source/reference_forecast.rst | 16 ++++++---------- 1 file changed, 6 insertions(+), 10 deletions(-) diff --git a/docs/source/reference_forecast.rst b/docs/source/reference_forecast.rst index 529e76212..14b47b220 100644 --- a/docs/source/reference_forecast.rst +++ b/docs/source/reference_forecast.rst @@ -40,24 +40,20 @@ You can compute this by passing ``reference="uninitialized"`` into Some modeling centers (such as NCAR) provide a dynamical uninitialized ensemble (the CESM Large Ensemble) along with their initialized prediction system (the CESM Decadal Prediction Large Ensemble). -Use :py:class:`.HindcastEnsemble` -:py:meth:`.HindcastEnsemble.add_uninitialized` or -:py:class:`.PerfectModelEnsemble` +Use :py:meth:`.HindcastEnsemble.add_uninitialized` or :py:meth:`.PerfectModelEnsemble.add_uninitialized`. -If this -isn't available, one can approximate the uninitialized response by resampling a -control simulation. -This could be, for example, output from an uninitialized Large Ensemble. -You may also run :py:meth:`.HindcastEnsemble.generate_uninitialized` or +This could be, for example, output from an ``uninitialized`` Large Ensemble. +If ``uninitialzed`` isn't available, one can run +:py:meth:`.HindcastEnsemble.generate_uninitialized` or :py:meth:`.PerfectModelEnsemble.generate_uninitialized`, which resamples the ``initialized`` from :py:class:`.HindcastEnsemble` or ``control`` from :py:class:`.PerfectModelEnsemble` to an -uninitialized forecast. +``uninitialized`` forecast. **Random Mechanism**: (*Not Implemented*) A probability distribution is assigned to the possible range of the variable being forecasted, and a sequence of forecasts is produced by taking a sequence of independent values from that distribution -[Jolliffe2012_]. This would be similar to computing an uninitialized forecast. +[Jolliffe2012_]. This would be similar to computing an ``uninitialized`` forecast. References ########## From 05ed75595f563b0a7f3d5e8175978528b0b39b83 Mon Sep 17 00:00:00 2001 From: AS Date: Fri, 17 Dec 2021 01:04:41 +0100 Subject: [PATCH 53/61] misc notebooks --- docs/source/examples.rst | 38 +++++++++---------- docs/source/examples/misc/climpred_gpu.ipynb | 12 +++--- .../source/examples/misc/efficient_dask.ipynb | 15 ++++---- .../examples/misc/setup_your_own_data.ipynb | 21 ++-------- 4 files changed, 35 insertions(+), 51 deletions(-) diff --git a/docs/source/examples.rst b/docs/source/examples.rst index 532742148..dd8d68979 100644 --- a/docs/source/examples.rst +++ b/docs/source/examples.rst @@ -5,9 +5,9 @@ Examples Please use the ``climpred-dev`` environment - .. :: bash + .. code-block:: bash - conda env create -f ci/requirements/climpred-dev.yml + conda env create -f ci/requirements/climpred-dev.yml to ensure that all dependencies are installed to complete all example notebooks listed here. @@ -24,39 +24,39 @@ Numerical Weather Prediction Subseasonal =========== .. toctree:: - :maxdepth: 1 + :maxdepth: 1 - examples/subseasonal/daily-subx-example.ipynb - examples/subseasonal/daily-S2S-IRIDL.ipynb - examples/subseasonal/weekly-subx-example.ipynb - examples/subseasonal/daily-S2S-ECMWF.ipynb + examples/subseasonal/daily-subx-example.ipynb + examples/subseasonal/daily-S2S-IRIDL.ipynb + examples/subseasonal/weekly-subx-example.ipynb + examples/subseasonal/daily-S2S-ECMWF.ipynb Monthly and Seasonal ==================== .. toctree:: - :maxdepth: 1 + :maxdepth: 1 - examples/monseas/monthly-enso-subx-example.ipynb - examples/monseas/seasonal-enso-subx-example.ipynb + examples/monseas/monthly-enso-subx-example.ipynb + examples/monseas/seasonal-enso-subx-example.ipynb Decadal ======= .. toctree:: - :maxdepth: 1 + :maxdepth: 1 - examples/decadal/perfect-model-predictability-demo.ipynb - examples/decadal/tropical-pacific-ssts.ipynb - examples/decadal/diagnose-potential-predictability.ipynb - examples/decadal/Significance.ipynb + examples/decadal/perfect-model-predictability-demo.ipynb + examples/decadal/tropical-pacific-ssts.ipynb + examples/decadal/diagnose-potential-predictability.ipynb + examples/decadal/Significance.ipynb Misc ==== .. toctree:: - :maxdepth: 1 + :maxdepth: 1 - examples/misc/efficient_dask.ipynb - examples/misc/climpred_gpu.ipynb - examples/misc/setup_your_own_data.ipynb + examples/misc/efficient_dask.ipynb + examples/misc/climpred_gpu.ipynb + examples/misc/setup_your_own_data.ipynb diff --git a/docs/source/examples/misc/climpred_gpu.ipynb b/docs/source/examples/misc/climpred_gpu.ipynb index 933b4f148..c4a8ba72b 100644 --- a/docs/source/examples/misc/climpred_gpu.ipynb +++ b/docs/source/examples/misc/climpred_gpu.ipynb @@ -243,7 +243,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# GPU Limitations" + "### GPU Limitations\n", + "\n", + "with {py:meth}`.PerfectModelEnsemble.bootstrap`" ] }, { @@ -296,12 +298,8 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.10" - }, - "toc-showtags": false + } }, "nbformat": 4, - "nbformat_minor": 4, - "nbsphinx": { - "execute": "never" - }, + "nbformat_minor": 4 } diff --git a/docs/source/examples/misc/efficient_dask.ipynb b/docs/source/examples/misc/efficient_dask.ipynb index 718b58b56..0862b6ea9 100644 --- a/docs/source/examples/misc/efficient_dask.ipynb +++ b/docs/source/examples/misc/efficient_dask.ipynb @@ -101,7 +101,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Load data" + "### Synthetic data" ] }, { @@ -128,7 +128,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### `verify()`" + "### `verify()`\n", + "\n", + "{py:meth}`.PerfectModelEnsemble.verify`" ] }, { @@ -361,7 +363,7 @@ "source": [ "### `bootstrap()`\n", "\n", - "This speedup translates into `bootstrap()`, where bootstrapped resamplings of intializialized, uninitialized and persistence skill are computed and then translated into p values and confidence intervals." + "This speedup translates into {py:meth}`.PerfectModelEnsemble.bootstrap`, where bootstrapped resamplings of intializialized, uninitialized and persistence skill are computed and then translated into p values and confidence intervals." ] }, { @@ -404,7 +406,7 @@ "source": [ "#### with `dask`\n", "\n", - "When `ds` is chunked, `bootstrap()` performs all skill calculations on resampled inputs in parallel." + "When `ds` is chunked, {py:meth}`.PerfectModelEnsemble.bootstrap` performs all skill calculations on resampled inputs in parallel." ] }, { @@ -505,8 +507,5 @@ } }, "nbformat": 4, - "nbformat_minor": 4, - "nbsphinx": { - "execute": "never" - }, + "nbformat_minor": 4 } diff --git a/docs/source/examples/misc/setup_your_own_data.ipynb b/docs/source/examples/misc/setup_your_own_data.ipynb index 2f36b9f0c..35e3aa442 100644 --- a/docs/source/examples/misc/setup_your_own_data.ipynb +++ b/docs/source/examples/misc/setup_your_own_data.ipynb @@ -42,21 +42,11 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Assuming your raw model output is stored in multiple files per member and initialization, `load_hindcast` is a nice wrapper function based on `get_path` designed for the output format of `MPI-ESM` to aggregated all hindcast output into one file as expected by `climpred`.\n", + "Assuming your raw model output is stored in multiple files per member and initialization, {py:func}`.climpred.preprocessing.shared.load_hindcast` is a nice wrapper function based on {py:func}`.climpred.preprocessing.mpi.get_path` designed for the output format of `MPI-ESM` to aggregated all hindcast output into one file as expected by `climpred`.\n", "\n", "The basic idea is to look over the output of all members and concatinate, then loop over all initializations and concatinate. Before concatination, it is important to make the `time` dimension identical in all input datasets for concatination.\n", "\n", - "To reduce the data size, use the `preprocess` function provided to `xr.open_mfdataset` wisely in combination with `set_integer_axis`, e.g. additionally extracting only a certain region, time-step, time-aggregation or only few variables for a multi-variable input file as in MPI-ESM standard output." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "# check the code of load_hindcast\n", - "# load_hindcast??" + "To reduce the data size, use the `preprocess` function provided to `xr.open_mfdataset` wisely in combination with {py:func}`.climpred.preprocessing.shared.set_integer_axis`, e.g. additionally extracting only a certain region, time-step, time-aggregation or only few variables for a multi-variable input file as in `MPI-ESM` standard output." ] }, { @@ -271,7 +261,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "In case you have access to cmorized output of CMIP experiments, consider using `intake-esm`. With the `preprocess` function you can align the `time` dimension of all input files. Finally, `rename_to_climpred_dims` only renames." + "In case you have access to cmorized output of CMIP experiments, consider using `intake-esm `_. With {py:func}`.climpred.preprocessing.shared.set_integer_time_axis` you can align the `time` dimension of all input files. Finally, {py:func}`.climpred.preprocessing.shared.rename_to_climpred_dims` only renames." ] }, { @@ -792,8 +782,5 @@ } }, "nbformat": 4, - "nbformat_minor": 4, - "nbsphinx": { - "execute": "never" - }, + "nbformat_minor": 4 } From 435e83d2083fe4603578b3655ed6cfd46cdb70c7 Mon Sep 17 00:00:00 2001 From: AS Date: Fri, 17 Dec 2021 01:41:36 +0100 Subject: [PATCH 54/61] fixes --- docs/source/contributing.rst | 11 +++-------- .../decadal/perfect-model-predictability-demo.ipynb | 4 ++-- docs/source/prediction-ensemble-object.ipynb | 7 +++++++ docs/source/quick-start.ipynb | 13 ++++++++++--- docs/source/setting-up-data.rst | 2 +- 5 files changed, 23 insertions(+), 14 deletions(-) diff --git a/docs/source/contributing.rst b/docs/source/contributing.rst index e49cd6b8a..d4f7e9527 100644 --- a/docs/source/contributing.rst +++ b/docs/source/contributing.rst @@ -15,12 +15,6 @@ Nothing here is set in stone and can't be changed. Feel free to suggest improvements or changes in the workflow. - -.. contents:: Contribution links - :depth: 2 - - - .. _submitfeedback: Feature requests and feedback @@ -157,12 +151,13 @@ Preparing Pull Requests needed, or will generally be quite clear about what you need to do to pass the commit test. - ``pre-commit`` also runs: + ``pre-commit`` also runs:: + * `mypy `_ for static type checking on `type hints `_. * `isort `_ sorting imports * `black `_ code formatting - * `flake8 `_ + * `flake8 `_ code linting * `blackdoc `_ docstring code formatter diff --git a/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb b/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb index 81e8a4e56..7d7608c38 100644 --- a/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb +++ b/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb @@ -14,7 +14,7 @@ "\n", "\n", "**How to compare predictability skill score:**\n", - "As no observational data interferes with the random climate evolution of the model, we cannot use an observation-based reference for computing skill scores. Therefore, we can compare the members with one another (`\"m2m\"`), against the ensemble mean (`\"m2e\"`), or against the control (`\"m2c\"`). We can also compare the ensemble mean to the control member (`\"e2c\"`). See :ref:`comparisons` for more information.\n", + "As no observational data interferes with the random climate evolution of the model, we cannot use an observation-based reference for computing skill scores. Therefore, we can compare the members with one another (`\"m2m\"`), against the ensemble mean (`\"m2e\"`), or against the control (`\"m2c\"`). We can also compare the ensemble mean to the control member (`\"e2c\"`). See [comparisons](comparisons.html) for more information.\n", "\n", "**When to use perfect-model frameworks:**\n", "\n", @@ -1405,7 +1405,7 @@ "source": [ "### Computing Skill with Different Comparison Methods\n", "\n", - "Here, we use {py:meth}`.PerfectModelEnsemble.verify` to compute the Anomaly Correlation Coefficient (ACC) {py:func}`.climpred.metrics._pearson_r` with different comparison methods. This generates different ACC values by design. See :ref:`comparisons` for a description of the various ways to compute skill scores for a perfect-model framework." + "Here, we use {py:meth}`.PerfectModelEnsemble.verify` to compute the Anomaly Correlation Coefficient (ACC) {py:func}`.climpred.metrics._pearson_r` with different comparison methods. This generates different ACC values by design. See [comparison](comparisons.html) for a description of the various ways to compute skill scores for a perfect-model framework." ] }, { diff --git a/docs/source/prediction-ensemble-object.ipynb b/docs/source/prediction-ensemble-object.ipynb index 66854f743..5e58067b5 100644 --- a/docs/source/prediction-ensemble-object.ipynb +++ b/docs/source/prediction-ensemble-object.ipynb @@ -1,5 +1,12 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can run this notebook in a [live session](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/prediction-ensemble-object.ipynb) [binder badge](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/prediction-ensemble-object.ipynb) or view it [on Github](https://github.com/pangeo-data/climpred/blob/main/docs/source/prediction-ensemble-object.ipynb)." + ] + }, { "cell_type": "markdown", "metadata": {}, diff --git a/docs/source/quick-start.ipynb b/docs/source/quick-start.ipynb index 72a5d5a80..2b9747a9e 100644 --- a/docs/source/quick-start.ipynb +++ b/docs/source/quick-start.ipynb @@ -1,5 +1,12 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can run this notebook in a [live session](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/quick-start.ipynb) [binder badge](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/quick-start.ipynb) or view it [on Github](https://github.com/pangeo-data/climpred/blob/main/docs/source/quick-start.ipynb)." + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -8,7 +15,7 @@ "\n", "The easiest way to get up and running is to load in one of our example datasets (or load in some data of your own) and to convert them to either a {py:class}`.HindcastEnsemble` or {py:class}`.PerfectModelEnsemble` object.\n", "\n", - "`climpred` provides various example datasets. See our [examples](examples.html) to see some analysis cases." + "`climpred` provides various example datasets. See our [examples](.examples.html) to see some analysis cases." ] }, { @@ -2645,7 +2652,7 @@ "metadata": {}, "source": [ "Now we'll quickly calculate forecast with {py:meth}`.HindcastEnsemble.verify`. We require users to define `metric`, `comparison`, `dim`, and `alignment`.\n", - "This ensures that `climpred` isn't treated like a black box -- there are no \"defaults\" to the prediction analysis framework. You can choose from a variety of possible :ref:`metrics` by entering their associated strings. ref:`comparisons` strategies vary for hindcast and perfect model systems. Here we chose to compare the ensemble mean to observations (`\"e2o\"`). We reduce this operation over the initialization dimension. Lastly, we choose the `\"same_verif\"` alignment, which uses the same set of verification dates across all leads, see :ref:`alignment` strategies." + "This ensures that `climpred` isn't treated like a black box -- there are no \"defaults\" to the prediction analysis framework. You can choose from a variety of possible [metrics](metrics.html) by entering their associated strings. [comparisons](comparisons.html) strategies vary for hindcast and perfect model systems. Here we chose to compare the ensemble mean to observations (`\"e2o\"`). We reduce this operation over the initialization dimension. Lastly, we choose the `\"same_verif\"` alignment, which uses the same set of verification dates across all leads, see [alignment](alignment.html) strategies." ] }, { @@ -3192,7 +3199,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can also check the association of forecasts and observations with the anomaly correlation coefficient ``metric=\"acc\"`` {py:func}`.climpred.metrics._pearson_r` against multiple :ref:`reference` forecasts. Choose `reference` from [`\"climatology\"`,`\"persistence\"`,`\"uninitialized\"`]." + "We can also check the association of forecasts and observations with the anomaly correlation coefficient ``metric=\"acc\"`` {py:func}`.climpred.metrics._pearson_r` against multiple [reference](reference_forecast.html) forecasts. Choose `reference` from [`\"climatology\"`,`\"persistence\"`,`\"uninitialized\"`]." ] }, { diff --git a/docs/source/setting-up-data.rst b/docs/source/setting-up-data.rst index 4f49c4c1b..d42c7d1e5 100644 --- a/docs/source/setting-up-data.rst +++ b/docs/source/setting-up-data.rst @@ -6,7 +6,7 @@ Setting Up Your Dataset `xarray `_ dimensions. This allows things to run more easily under-the-hood. -**Prediction ensembles** are expected at the minimum to contain dimensions +:py:class:`.Prediction ensemble`s are expected at the minimum to contain dimensions ``init`` and ``lead``. ``init`` is the initialization dimension, that relays the time From 126e6f76881b7a02beafbdd60952ef8b2fa6e461 Mon Sep 17 00:00:00 2001 From: AS Date: Fri, 17 Dec 2021 12:28:06 +0100 Subject: [PATCH 55/61] plot api --- ...mpred.graphics.plot_bootstrapped_skill_over_leadyear.rst | 6 ++++++ .../api/climpred.graphics.plot_ensemble_perfect_model.rst | 6 ++++++ .../api/climpred.graphics.plot_lead_timeseries_hindcast.rst | 6 ++++++ 3 files changed, 18 insertions(+) create mode 100644 docs/source/api/climpred.graphics.plot_bootstrapped_skill_over_leadyear.rst create mode 100644 docs/source/api/climpred.graphics.plot_ensemble_perfect_model.rst create mode 100644 docs/source/api/climpred.graphics.plot_lead_timeseries_hindcast.rst diff --git a/docs/source/api/climpred.graphics.plot_bootstrapped_skill_over_leadyear.rst b/docs/source/api/climpred.graphics.plot_bootstrapped_skill_over_leadyear.rst new file mode 100644 index 000000000..2a51b3f20 --- /dev/null +++ b/docs/source/api/climpred.graphics.plot_bootstrapped_skill_over_leadyear.rst @@ -0,0 +1,6 @@ +climpred.graphics.plot\_bootstrapped\_skill\_over\_leadyear +=========================================================== + +.. currentmodule:: climpred.graphics + +.. autofunction:: plot_bootstrapped_skill_over_leadyear diff --git a/docs/source/api/climpred.graphics.plot_ensemble_perfect_model.rst b/docs/source/api/climpred.graphics.plot_ensemble_perfect_model.rst new file mode 100644 index 000000000..c0fcac3e2 --- /dev/null +++ b/docs/source/api/climpred.graphics.plot_ensemble_perfect_model.rst @@ -0,0 +1,6 @@ +climpred.graphics.plot\_ensemble\_perfect\_model +================================================ + +.. currentmodule:: climpred.graphics + +.. autofunction:: plot_ensemble_perfect_model diff --git a/docs/source/api/climpred.graphics.plot_lead_timeseries_hindcast.rst b/docs/source/api/climpred.graphics.plot_lead_timeseries_hindcast.rst new file mode 100644 index 000000000..7701cc7e0 --- /dev/null +++ b/docs/source/api/climpred.graphics.plot_lead_timeseries_hindcast.rst @@ -0,0 +1,6 @@ +climpred.graphics.plot\_lead\_timeseries\_hindcast +================================================== + +.. currentmodule:: climpred.graphics + +.. autofunction:: plot_lead_timeseries_hindcast From dd6f8858571dea7823c778978566fddb511d2855 Mon Sep 17 00:00:00 2001 From: AS Date: Fri, 17 Dec 2021 15:06:38 +0100 Subject: [PATCH 56/61] binder link --- climpred/classes.py | 3 +++ climpred/stats.py | 5 ++++- docs/source/alignment.ipynb | 7 +++++++ docs/source/api.rst | 12 +++++++++++ docs/source/bias_removal.ipynb | 7 +++++++ docs/source/conf.py | 12 +++-------- .../examples/decadal/Significance.ipynb | 9 ++++++++- .../diagnose-potential-predictability.ipynb | 11 ++++++++-- .../perfect-model-predictability-demo.ipynb | 11 ++++++++-- .../decadal/tropical-pacific-ssts.ipynb | 13 +++++++++--- .../monseas/monthly-enso-subx-example.ipynb | 7 +++++++ .../monseas/seasonal-enso-subx-example.ipynb | 7 +++++++ .../subseasonal/daily-subx-example.ipynb | 7 +++++++ .../subseasonal/weekly-subx-example.ipynb | 7 +++++++ docs/source/prediction-ensemble-object.ipynb | 20 +++++++++---------- docs/source/quick-start.ipynb | 12 +++++------ docs/source/smoothing.ipynb | 7 +++++++ 17 files changed, 123 insertions(+), 34 deletions(-) diff --git a/climpred/classes.py b/climpred/classes.py index 1ae66ad7a..70318fd36 100644 --- a/climpred/classes.py +++ b/climpred/classes.py @@ -472,6 +472,9 @@ def plot( ) -> "plt.Axes": """Plot datasets from :py:class:`.PredictionEnsemble`. + Wraps :py:func:`.climpred.graphics.plot_ensemble_perfect_model` or + :py:func:`.climpred.graphics.plot_lead_timeseries_hindcast`. + Args: variable: `variable` to show. Defaults to first in data_vars. ax: Axis to use in plotting. By default, creates a new axis. diff --git a/climpred/stats.py b/climpred/stats.py index a14b5a4f2..55de2a629 100644 --- a/climpred/stats.py +++ b/climpred/stats.py @@ -36,7 +36,10 @@ def rm_poly( def rm_trend( ds: Union[xr.Dataset, xr.DataArray], dim: str = "time", **kwargs: Any ) -> Union[xr.Dataset, xr.DataArray]: - """Remove degree polynomial along dimension ``dim``.""" + """ + Remove degree polynomial along dimension ``dim`` + + Using :py:class:`~climpred.stats.rm_poly` with ``deg = 1``.""" return rm_poly(ds, dim=dim, deg=1, **kwargs) diff --git a/docs/source/alignment.ipynb b/docs/source/alignment.ipynb index 13a1392a2..43c923e31 100644 --- a/docs/source/alignment.ipynb +++ b/docs/source/alignment.ipynb @@ -1,5 +1,12 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can run this notebook in a [live session](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/alignment.ipynb) [binder badge](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/alignment.ipynb) or view it [on Github](https://github.com/pangeo-data/climpred/blob/main/docs/source/alignment.ipynb)." + ] + }, { "cell_type": "markdown", "metadata": {}, diff --git a/docs/source/api.rst b/docs/source/api.rst index e42315f52..d1b3adb56 100644 --- a/docs/source/api.rst +++ b/docs/source/api.rst @@ -312,6 +312,18 @@ Smoothing temporal_smoothing spatial_smoothing_xesmf +Visualization +~~~~~~~~~~~~~ +.. currentmodule:: climpred.graphics + +.. autosummary:: + :toctree: api/ + + plot_bootstrapped_skill_over_leadyear + plot_ensemble_perfect_model + plot_lead_timeseries_hindcast + + Metrics ------- diff --git a/docs/source/bias_removal.ipynb b/docs/source/bias_removal.ipynb index b4effc6b2..8fe088c96 100644 --- a/docs/source/bias_removal.ipynb +++ b/docs/source/bias_removal.ipynb @@ -1,5 +1,12 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can run this notebook in a [live session](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/bias_removal.ipynb) [binder badge](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/bias_removal.ipynb) or view it [on Github](https://github.com/pangeo-data/climpred/blob/main/docs/source/bias_removal.ipynb)." + ] + }, { "cell_type": "markdown", "metadata": {}, diff --git a/docs/source/conf.py b/docs/source/conf.py index 83a249ed7..a75fd7e40 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -125,14 +125,6 @@ } -nbsphinx_prolog = """ -{% set docname = env.doc2path(env.docname, base=None) %} -You can run this notebook in a `live session `_ |Binder| or view it `on Github `_. -.. |Binder| image:: https://mybinder.org/badge_logo.svg - :target: https://binder.pangeo.io/v2/gh/pangeo-data/main?urlpath=lab/tree/docs/{{ docname }} -""" # noqa: E501 - - # Add any paths that contain custom static files (such as style sheets) here, # relative to this directory. They are copied after the builtin static files, # so a file named "default.css" will overwrite the builtin "default.css". @@ -155,7 +147,9 @@ # nbsphinx_kernel_name = "climpred-docs" # doesnt work nbsphinx_allow_errors = True nbsphinx_timeout = 600 -nbsphinx_execute = "auto" # "never" "always" +# nbsphinx_execute = "auto" # "never" "always" +jupyter_execute_notebooks = "auto" + # Napoleon configurations napoleon_google_docstring = True diff --git a/docs/source/examples/decadal/Significance.ipynb b/docs/source/examples/decadal/Significance.ipynb index 1e1a73df0..a8c7f18aa 100644 --- a/docs/source/examples/decadal/Significance.ipynb +++ b/docs/source/examples/decadal/Significance.ipynb @@ -1,5 +1,12 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can run this notebook in a [live session](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/examples/decadal/Significance.ipynb) [binder badge](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/examples/decadal/Significance.ipynb) or view it [on Github](https://github.com/pangeo-data/climpred/blob/main/docs/source/examples/decadal/Significance.ipynb)." + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -1568,7 +1575,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The same applies to bootstrapping with replacement.\n", + "The same applies to bootstrapping with replacement in {py:meth}`.PerfectModelEnsemble.bootstrap`.\n", "First calculate the pvalue that uninitialized are better than initialized forecasts.\n", "Then correct the FDR [Hochberg1994_]." ] diff --git a/docs/source/examples/decadal/diagnose-potential-predictability.ipynb b/docs/source/examples/decadal/diagnose-potential-predictability.ipynb index e58e80995..019fc0d22 100644 --- a/docs/source/examples/decadal/diagnose-potential-predictability.ipynb +++ b/docs/source/examples/decadal/diagnose-potential-predictability.ipynb @@ -1,5 +1,12 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can run this notebook in a [live session](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/examples/decadal/diagnose-potential-predictability.ipynb) [binder badge](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/examples/decadal/diagnose-potential-predictability.ipynb) or view it [on Github](https://github.com/pangeo-data/climpred/blob/main/docs/source/examples/decadal/diagnose-potential-predictability.ipynb)." + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -763,9 +770,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The metric `rmse` is negatively oriented, e.g. higher values show large disprepancy between members and hence less skill. \n", + "The metric {py:class}`.climpred.metrics.__rmse` is negatively oriented, e.g. higher values show large disprepancy between members and hence less skill. \n", "\n", - "As suggested by ``DPP``, the variance-weighted mean period and autocorrelation, also in slight perturbed initial values ensembles there is predictability in the North Atlantic, North Pacific and Southern Ocean in sea-surface temperatures." + "As suggested by {py:func}`.climpred.stats.dpp`, {py:func}`.climpred.stats.varweighted_mean_period` and {py:func}`.climpred.stats.decorrelation_time`, there is predictability in the North Atlantic, North Pacific and Southern Ocean in sea-surface temperatures in slight perturbed `initialized` ensembles ." ] }, { diff --git a/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb b/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb index 7d7608c38..88cc82175 100644 --- a/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb +++ b/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb @@ -1,5 +1,12 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can run this notebook in a [live session](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb) [binder badge](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb) or view it [on Github](https://github.com/pangeo-data/climpred/blob/main/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb)." + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -116,7 +123,7 @@ "source": [ "**Load sample data**\n", "\n", - "Here we use a subset of ensembles and members from the MPI-ESM-LR (CMIP6 version) esmControl simulation of an early state produce for Spring2020_." + "Here we use a subset of ensembles and members from the `MPI-ESM-LR` (CMIP6 version) `esmControl` simulation of an early state produce for Spring2020_." ] }, { @@ -1405,7 +1412,7 @@ "source": [ "### Computing Skill with Different Comparison Methods\n", "\n", - "Here, we use {py:meth}`.PerfectModelEnsemble.verify` to compute the Anomaly Correlation Coefficient (ACC) {py:func}`.climpred.metrics._pearson_r` with different comparison methods. This generates different ACC values by design. See [comparison](comparisons.html) for a description of the various ways to compute skill scores for a perfect-model framework." + "Here, we use {py:meth}`.PerfectModelEnsemble.verify` to compute the Anomaly Correlation Coefficient (ACC) {py:func}`.climpred.metrics._pearson_r` with different comparison methods. This generates different ACC values by design. See [comparison](comparisons.html#comparisons) for a description of the various ways to compute skill scores for a perfect-model framework." ] }, { diff --git a/docs/source/examples/decadal/tropical-pacific-ssts.ipynb b/docs/source/examples/decadal/tropical-pacific-ssts.ipynb index cf86fd200..0d1c0ff9d 100644 --- a/docs/source/examples/decadal/tropical-pacific-ssts.ipynb +++ b/docs/source/examples/decadal/tropical-pacific-ssts.ipynb @@ -1,5 +1,12 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can run this notebook in a [live session](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/examples/decadal/tropical-pacific-ssts.ipynb) [binder badge](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/examples/decadal/tropical-pacific-ssts.ipynb) or view it [on Github](https://github.com/pangeo-data/climpred/blob/main/docs/source/examples/decadal/tropical-pacific-ssts.ipynb)." + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -466,7 +473,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We'll also detrend the reconstruction over its `time` dimension and initialized forecast ensemble over `lead`." + "We'll also detrend {py:func}`.climpred.stats.rm_trend` the reconstruction over its `time` dimension and initialized forecast ensemble over `lead`." ] }, { @@ -573,7 +580,7 @@ "source": [ "## Anomaly Correlation Coefficient of SSTs\n", "\n", - "We can now compute the ACC over all leads and all grid cells." + "We can now compute the ACC {py:func}`.climpred.metrics._pearson_r` over all leads and all grid cells with {py:class}`.HindcastEnsemble.verify`." ] }, { @@ -803,7 +810,7 @@ "source": [ "## Root Mean Square Error of SSTs\n", "\n", - "We can also check error in our forecasts, just by changing the metric keyword." + "We can also check error in our forecasts, just by changing the metric keyword to {py:func}`~climpred.metrics._rmse` or {py:func}`~climpred.metrics._mae`." ] }, { diff --git a/docs/source/examples/monseas/monthly-enso-subx-example.ipynb b/docs/source/examples/monseas/monthly-enso-subx-example.ipynb index e9757fee5..803cab7ad 100644 --- a/docs/source/examples/monseas/monthly-enso-subx-example.ipynb +++ b/docs/source/examples/monseas/monthly-enso-subx-example.ipynb @@ -1,5 +1,12 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can run this notebook in a [live session](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/examples/subseasonal/monthly-enso-subx-example.ipynb) [binder badge](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/examples/subseasonal/monthly-enso-subx-example.ipynb) or view it [on Github](https://github.com/pangeo-data/climpred/blob/main/docs/source/examples/subseasonal/monthly-enso-subx-example.ipynb)." + ] + }, { "cell_type": "markdown", "metadata": {}, diff --git a/docs/source/examples/monseas/seasonal-enso-subx-example.ipynb b/docs/source/examples/monseas/seasonal-enso-subx-example.ipynb index 74c70801d..d134a65d9 100644 --- a/docs/source/examples/monseas/seasonal-enso-subx-example.ipynb +++ b/docs/source/examples/monseas/seasonal-enso-subx-example.ipynb @@ -1,5 +1,12 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can run this notebook in a [live session](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/examples/subseasonal/seasonal-enso-subx-example.ipynb) [binder badge](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/examples/subseasonal/seasonal-enso-subx-example.ipynb) or view it [on Github](https://github.com/pangeo-data/climpred/blob/main/docs/source/examples/subseasonal/seasonal-enso-subx-example.ipynb)." + ] + }, { "cell_type": "markdown", "metadata": {}, diff --git a/docs/source/examples/subseasonal/daily-subx-example.ipynb b/docs/source/examples/subseasonal/daily-subx-example.ipynb index 8b87e5519..cefac1259 100644 --- a/docs/source/examples/subseasonal/daily-subx-example.ipynb +++ b/docs/source/examples/subseasonal/daily-subx-example.ipynb @@ -1,5 +1,12 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can run this notebook in a [live session](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/examples/subseasonal/daily-subx-example.ipynb) [binder badge](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/examples/subseasonal/daily-subx-example.ipynb) or view it [on Github](https://github.com/pangeo-data/climpred/blob/main/docs/source/examples/subseasonal/daily-subx-example.ipynb)." + ] + }, { "cell_type": "markdown", "metadata": {}, diff --git a/docs/source/examples/subseasonal/weekly-subx-example.ipynb b/docs/source/examples/subseasonal/weekly-subx-example.ipynb index 36c941a19..a6bad94c1 100644 --- a/docs/source/examples/subseasonal/weekly-subx-example.ipynb +++ b/docs/source/examples/subseasonal/weekly-subx-example.ipynb @@ -1,5 +1,12 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can run this notebook in a [live session](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/examples/subseasonal/weekly-subx-example.ipynb) [binder badge](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/examples/subseasonal/weekly-subx-example.ipynb) or view it [on Github](https://github.com/pangeo-data/climpred/blob/main/docs/source/examples/subseasonal/weekly-subx-example.ipynb)." + ] + }, { "cell_type": "markdown", "metadata": {}, diff --git a/docs/source/prediction-ensemble-object.ipynb b/docs/source/prediction-ensemble-object.ipynb index 5e58067b5..102a3efb9 100644 --- a/docs/source/prediction-ensemble-object.ipynb +++ b/docs/source/prediction-ensemble-object.ipynb @@ -16,7 +16,7 @@ "One of the major features of `climpred` is our objects that are based upon the {py:class}`.PredictionEnsemble` class. We supply users with a {py:class}`.HindcastEnsemble` or {py:class}`.PerfectModelEnsemble` object. We encourage users to take advantage of these high-level objects, which wrap all of our core functions.\n", "\n", "Briefly, we consider a {py:class}`.HindcastEnsemble` to be one that is initialized from some observational-like product (e.g., assimilated data, reanalysis products, or a model reconstruction). Thus, this object is built around comparing the initialized ensemble to various observational products.\n", - "In contrast, a {py:class}`.PerfectModelEnsemble` is one that is initialized off of a model control simulation. These forecasting systems are not meant to be compared directly to real-world observations. Instead, they provide a contained model environment with which to theoretically study the limits of predictability. You can read more about the terminology used in `climpred` [here](terminology.html).\n", + "In contrast, a {py:class}`.PerfectModelEnsemble` is one that is initialized off of a model control simulation. These forecasting systems are not meant to be compared directly to real-world observations. Instead, they provide a contained model environment with which to theoretically study the limits of predictability. You can read more about the terminology used in `climpred` [here](terminology.html#Terminology).\n", "\n", "Let's create a demo object to explore some of the functionality and why they are much smoother to use than direct function calls." ] @@ -794,7 +794,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now we just use {py:meth}`.HindcastEnsemble.add_observations` to attach other objects. See the API [here](api.html#add-and-retrieve-datasets). **Note that we strive to make our conventions follow those of `xarray`**. For example, we don't allow inplace operations. One has to run `hindcast = hindcast.add_observations(...)` to modify the object upon later calls rather than just `hindcast.add_observations(...)`." + "Now we just use {py:meth}`.HindcastEnsemble.add_observations` to attach other objects. See the API [here](api.html#add-and-retrieve-datasets). Note that we strive to make our conventions follow those of [`xarray`](https://xarray.pydata.org/en/stable/). For example, we don't allow inplace operations. One has to run `hindcast = hindcast.add_observations(...)` to modify the object upon later calls rather than just `hindcast.add_observations(...)`." ] }, { @@ -1801,9 +1801,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "You can apply most standard `xarray` functions directly to our objects! `climpred` will loop through the objects and apply the function to all applicable {py:class}`xarray.Dataset` within the object. If you reference a dimension that doesn't exist for the given {py:class}`xarray.Dataset`, it will ignore it. This is useful, since the initialized ensemble is expected to have dimension `init`, while other products have dimension `time` (see more [here](setting-up-data.html)).\n", + "You can apply most standard `xarray` functions directly to our objects! `climpred` will loop through the objects and apply the function to all applicable {py:class}`xarray.Dataset` within the object. If you reference a dimension that doesn't exist for the given {py:class}`xarray.Dataset`, it will ignore it. This is useful, since the initialized ensemble is expected to have dimension `init`, while other products have dimension `time` (see more [here](setting-up-data.html#setting-up-your-dataset)).\n", "\n", - "Let's start by taking the ensemble mean of the initialized ensemble. Just using deterministic [metrics](https://climpred.readthedocs.io/en/latest/metrics.html) here, so we don't need the individual ensemble members. Note that above our initialized ensemble had a `member` dimension, and now it is reduced. Those `xarray` functions do not raise errors such as `ValueError`, `KeyError`, `DimensionError`, but show respective warnings, which can be filtered away with `warnings.filterwarnings(\"ignore\")`." + "Let's start by taking the ensemble mean of the initialized ensemble. Just using deterministic [metrics](metrics.html#Metrics) here, so we don't need the individual ensemble members. Note that above our initialized ensemble had a `member` dimension, and now it is reduced. Those `xarray` functions do not raise errors such as `ValueError`, `KeyError`, `DimensionError`, but show respective warnings, which can be filtered away with `warnings.filterwarnings(\"ignore\")`." ] }, { @@ -6295,7 +6295,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "To fix this always handle all {py:class}`.PredictionEnsemble` datasets `initialized` with dimensions `lead` or `init` and `observations/control` with dimension `time` at the same time to avoid these zeros." + "To fix this always handle all {py:class}`.PredictionEnsemble` datasets `initialized` with dimensions `lead` or `init` and `observations`/`control` with dimension `time` at the same time to avoid these zeros." ] }, { @@ -7405,7 +7405,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We have a huge bias because the initialized data is already converted to an anomaly, but uninitialized historical and observations is not." + "We have a huge bias because the initialized data is already converted to an anomaly, but `uninitialized` and observations is not." ] }, { @@ -7563,7 +7563,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now that we've done our pre-processing, let's quickly compute some metrics. Check the metrics page [here](metrics.html) for all the keywords you can use. The [API](api.html#analysis-functions) is currently pretty simple for the {py:class}`.HindcastEnsemble`. You can essentially compute standard skill metrics and [reference forecasts](reference_forecast.html), here ``persistence``." + "Now that we've done our pre-processing, let's quickly compute some metrics. Check the metrics page [here](metrics.html#Metrics) for all the keywords you can use. The [API](api.html#analysis-functions) is currently pretty simple for the {py:class}`.HindcastEnsemble`. You can essentially compute standard skill metrics and [reference forecasts](reference_forecast.html#reference-forecasts), here ``persistence``." ] }, { @@ -8116,7 +8116,7 @@ "source": [ "## `PerfectModelEnsemble`\n", "\n", - "We'll now play around a bit with the {py:class}`.PerfectModelEnsemble` object, using sample data from the MPI-ESM perfect model configuration." + "We'll now play around a bit with the {py:class}`.PerfectModelEnsemble` object, using sample data from the `MPI-ESM` perfect model configuration." ] }, { @@ -9856,7 +9856,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now we can easily compute for a host of metrics. Here I just show a number of deterministic skill metrics comparing all individual members to the initialized ensemble mean. See [comparisons](comparisons.html) for more information on the `comparison` keyword." + "Now we can easily compute for a host of metrics. Here I just show a number of deterministic skill metrics comparing all individual members to the initialized ensemble mean. See [comparisons](comparisons.html#comparisons) for more information on the `comparison` keyword." ] }, { @@ -9937,7 +9937,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "It is useful to compare the initialized ensemble to an uninitialized run. See [terminology](terminology.html) for a description on *uninitialized* simulations. This gives us information about how *initializations* lead to enhanced predictability over knowledge of external forcing, whereas a comparison to persistence just tells us how well a dynamical forecast simulation does in comparison to a naive method. We can use the {py:meth}`.PerfectModelEnsemble.generate_uninitialized` to resample the control run and create a pseudo-ensemble that approximates what an uninitialized ensemble would look like." + "It is useful to compare the initialized ensemble to an uninitialized run. See [terminology](terminology.html#terminology) for a description on `uninitialized` simulations. This gives us information about how initialization leads to enhanced predictability over knowledge of external forcing, whereas a comparison to persistence just tells us how well a dynamical forecast simulation does in comparison to a naive method. We can use the {py:meth}`.PerfectModelEnsemble.generate_uninitialized` to resample the control run and create a pseudo-ensemble that approximates what an uninitialized ensemble would look like." ] }, { diff --git a/docs/source/quick-start.ipynb b/docs/source/quick-start.ipynb index 2b9747a9e..601f095e3 100644 --- a/docs/source/quick-start.ipynb +++ b/docs/source/quick-start.ipynb @@ -13,9 +13,9 @@ "source": [ "# Quick Start\n", "\n", - "The easiest way to get up and running is to load in one of our example datasets (or load in some data of your own) and to convert them to either a {py:class}`.HindcastEnsemble` or {py:class}`.PerfectModelEnsemble` object.\n", + "The easiest way to get up and running is to load in one of our example datasets and to convert them to either a {py:class}`.HindcastEnsemble` or {py:class}`.PerfectModelEnsemble` object.\n", "\n", - "`climpred` provides various example datasets. See our [examples](.examples.html) to see some analysis cases." + "`climpred` provides various example datasets. See our :ref:`examples ` to see some analysis cases." ] }, { @@ -133,7 +133,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "You can view the datasets available to be loaded with {py:meth}`~climpred.tutorial.load_dataset` without passing any arguments:" + "You can view the datasets available to be loaded with {py:func}`.climpred.tutorial.load_dataset` without passing any arguments:" ] }, { @@ -1487,7 +1487,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "{py:meth}`.PredictionEnsemble.plot()` shows all associated datasets (`initialized`,`uninitialized` if present,`observations` if present) if only climpred dimension (`lead`,`init`,`member`,`time`) are present, e.g. `plot()` does not work for `lat`, `lon`, `model`, ..." + "{py:meth}`.PredictionEnsemble.plot` shows all associated datasets (`initialized`, `uninitialized` if present, `observations` if present) if only climpred dimension (`lead`, `init`, `member`, `time`) are present, e.g. `plot()` does not work for `lat`, `lon`, `model`, ..." ] }, { @@ -2652,7 +2652,7 @@ "metadata": {}, "source": [ "Now we'll quickly calculate forecast with {py:meth}`.HindcastEnsemble.verify`. We require users to define `metric`, `comparison`, `dim`, and `alignment`.\n", - "This ensures that `climpred` isn't treated like a black box -- there are no \"defaults\" to the prediction analysis framework. You can choose from a variety of possible [metrics](metrics.html) by entering their associated strings. [comparisons](comparisons.html) strategies vary for hindcast and perfect model systems. Here we chose to compare the ensemble mean to observations (`\"e2o\"`). We reduce this operation over the initialization dimension. Lastly, we choose the `\"same_verif\"` alignment, which uses the same set of verification dates across all leads, see [alignment](alignment.html) strategies." + "This ensures that `climpred` isn't treated like a black box -- there are no \"defaults\" to the prediction analysis framework. You can choose from a variety of possible [metrics](metrics.html#metrics) by entering their associated strings. [comparisons](comparisons.html#comparisons) strategies vary for hindcast and perfect model systems. Here we chose to compare the ensemble mean to observations (`\"e2o\"`). We reduce this operation over the initialization dimension. Lastly, we choose the `\"same_verif\"` alignment, which uses the same set of verification dates across all leads, see [alignment](alignment.html#alignment) strategies." ] }, { @@ -3199,7 +3199,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can also check the association of forecasts and observations with the anomaly correlation coefficient ``metric=\"acc\"`` {py:func}`.climpred.metrics._pearson_r` against multiple [reference](reference_forecast.html) forecasts. Choose `reference` from [`\"climatology\"`,`\"persistence\"`,`\"uninitialized\"`]." + "We can also check the association of forecasts and observations with the anomaly correlation coefficient ``metric=\"acc\"`` {py:func}`.climpred.metrics._pearson_r` against multiple [reference](reference_forecast.html#reference-forecast) forecasts. Choose `reference` from [`\"climatology\"`,`\"persistence\"`,`\"uninitialized\"`]." ] }, { diff --git a/docs/source/smoothing.ipynb b/docs/source/smoothing.ipynb index ccd6fb212..9a5b5fa0f 100644 --- a/docs/source/smoothing.ipynb +++ b/docs/source/smoothing.ipynb @@ -1,5 +1,12 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can run this notebook in a [live session](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/smoothing.ipynb) [binder badge](https://binder.pangeo.io/v2/gh/pangeo-data/climpred/main?urlpath=lab/tree/docs/source/smoothing.ipynb) or view it [on Github](https://github.com/pangeo-data/climpred/blob/main/docs/source/smoothing.ipynb)." + ] + }, { "cell_type": "markdown", "metadata": {}, From 342438308507da6e420f606c527e2a9967499834 Mon Sep 17 00:00:00 2001 From: Aaron Spring Date: Fri, 17 Dec 2021 16:31:23 +0100 Subject: [PATCH 57/61] Update docs/source/conf.py --- docs/source/conf.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/conf.py b/docs/source/conf.py index a75fd7e40..ca0670263 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -147,7 +147,7 @@ # nbsphinx_kernel_name = "climpred-docs" # doesnt work nbsphinx_allow_errors = True nbsphinx_timeout = 600 -# nbsphinx_execute = "auto" # "never" "always" +nbsphinx_execute = "auto" # "never" "always" jupyter_execute_notebooks = "auto" From d484dbed44c62dfa296357038aca543844574ffa Mon Sep 17 00:00:00 2001 From: Aaron Spring Date: Fri, 17 Dec 2021 20:15:54 +0100 Subject: [PATCH 58/61] Update ci/requirements/docs.yml --- ci/requirements/docs.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/ci/requirements/docs.yml b/ci/requirements/docs.yml index 9219b48a0..3b1eb6543 100644 --- a/ci/requirements/docs.yml +++ b/ci/requirements/docs.yml @@ -8,6 +8,7 @@ dependencies: - myst-nb - esmpy=*=mpi* # Ensures MPI works with version of esmpy. - xesmf + - esmtools - nc-time-axis>=1.4.0 - netcdf4 - sphinx From 29607810c4b0a2e84be861e165b4e21fbd1a0b11 Mon Sep 17 00:00:00 2001 From: AS Date: Sat, 18 Dec 2021 23:12:50 +0100 Subject: [PATCH 59/61] final --- climpred/classes.py | 10 +- docs/source/bias_removal.ipynb | 7 - .../perfect-model-predictability-demo.ipynb | 2 +- .../decadal/tropical-pacific-ssts.ipynb | 2 +- .../monseas/monthly-enso-subx-example.ipynb | 6 +- .../monseas/seasonal-enso-subx-example.ipynb | 8 +- .../subseasonal/daily-subx-example.ipynb | 911 +---------- .../subseasonal/weekly-subx-example.ipynb | 12 +- docs/source/prediction-ensemble-object.ipynb | 1377 +++++------------ docs/source/quick-start.ipynb | 4 +- docs/source/scope.rst | 13 +- docs/source/setting-up-data.rst | 8 +- docs/source/smoothing.ipynb | 2 +- docs/source/why-climpred.rst | 6 +- 14 files changed, 426 insertions(+), 1942 deletions(-) diff --git a/climpred/classes.py b/climpred/classes.py index 70318fd36..5bdf668f8 100644 --- a/climpred/classes.py +++ b/climpred/classes.py @@ -919,7 +919,15 @@ def remove_seasonality( Defaults to ``OPTIONS["seasonality"]``. Examples: - >>> # example already without seasonal cycle + >>> HindcastEnsemble + + Initialized Ensemble: + SST (init, lead, member) float64 -0.2392 -0.2203 ... 0.618 0.6136 + Observations: + SST (time) float32 -0.4015 -0.3524 -0.1851 ... 0.2481 0.346 0.4502 + Uninitialized: + SST (time, member) float64 -0.1969 -0.01221 -0.275 ... 0.4179 0.3974 + >>> # example already effectively without seasonal cycle >>> HindcastEnsemble.remove_seasonality(seasonality="month") Initialized Ensemble: diff --git a/docs/source/bias_removal.ipynb b/docs/source/bias_removal.ipynb index 8fe088c96..c0c131a07 100644 --- a/docs/source/bias_removal.ipynb +++ b/docs/source/bias_removal.ipynb @@ -237,13 +237,6 @@ "hindcast.plot()" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The warming of the `observations` is similar to `initialized`." - ] - }, { "cell_type": "markdown", "metadata": {}, diff --git a/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb b/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb index 88cc82175..048237813 100644 --- a/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb +++ b/docs/source/examples/decadal/perfect-model-predictability-demo.ipynb @@ -21,7 +21,7 @@ "\n", "\n", "**How to compare predictability skill score:**\n", - "As no observational data interferes with the random climate evolution of the model, we cannot use an observation-based reference for computing skill scores. Therefore, we can compare the members with one another (`\"m2m\"`), against the ensemble mean (`\"m2e\"`), or against the control (`\"m2c\"`). We can also compare the ensemble mean to the control member (`\"e2c\"`). See [comparisons](comparisons.html) for more information.\n", + "As no observational data interferes with the random climate evolution of the model, we cannot use an observation-based reference for computing skill scores. Therefore, we can compare the members with one another (`\"m2m\"`), against the ensemble mean (`\"m2e\"`), or against the control (`\"m2c\"`). We can also compare the ensemble mean to the control member (`\"e2c\"`). See [comparisons](../../comparisons.html#comparisons) for more information.\n", "\n", "**When to use perfect-model frameworks:**\n", "\n", diff --git a/docs/source/examples/decadal/tropical-pacific-ssts.ipynb b/docs/source/examples/decadal/tropical-pacific-ssts.ipynb index 0d1c0ff9d..daa0b13a0 100644 --- a/docs/source/examples/decadal/tropical-pacific-ssts.ipynb +++ b/docs/source/examples/decadal/tropical-pacific-ssts.ipynb @@ -15,7 +15,7 @@ "\n", "In this example, we evaluate hindcasts (retrospective forecasts) with {py:class}`.HindcastEnsemble` of sea surface temperatures in the eastern equatorial Pacific from CESM-DPLE. These hindcasts are evaluated against a forced ocean-sea ice simulation that initializes the model.\n", "\n", - "See the [quick start](../quick-start.html) for an analysis of time series (rather than maps) from {py:class}`.HindcastEnsemble`." + "See the [quick start](../quick-start.html#quick-start) for an analysis of time series (rather than maps) from {py:class}`.HindcastEnsemble`." ] }, { diff --git a/docs/source/examples/monseas/monthly-enso-subx-example.ipynb b/docs/source/examples/monseas/monthly-enso-subx-example.ipynb index 803cab7ad..479f5d2a3 100644 --- a/docs/source/examples/monseas/monthly-enso-subx-example.ipynb +++ b/docs/source/examples/monseas/monthly-enso-subx-example.ipynb @@ -32,7 +32,7 @@ "\n", "Further information on NMME is available from [Kirtman et al. 2014](https://journals.ametsoc.org/doi/full/10.1175/BAMS-D-12-00050.1) and the [NMME project website](https://www.cpc.ncep.noaa.gov/products/NMME/).\n", "\n", - "The NMME public database is hosted on the International Research Institute for Climate and Society (IRI) data server http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/.\n", + "The NMME public database is hosted on the International Research Institute for Climate and Society (IRI) data server [http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/](http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/).\n", "\n", "Since the NMME data server is accessed via this notebook, the time for the notebook to run may take a few minutes and vary depending on the speed that data is downloaded." ] @@ -198,8 +198,8 @@ "source": [ "The original monthly sea surface temperature (SST) hindcast data for the NCEP-CFSv2 model from IRIDL is a large dataset (~20GB). However, we can leverage `ingrid` on the IRIDL server and open server-side preprocessed data via `OpenDAP` into `xarray`. Averaging over longitude `X` and latitude `Y` and ensemble member `M` reduces the download size to just a few kB.\n", "\n", - "- http://iridl.ldeo.columbia.edu/dochelp/topics/DODS/fnlist.html\n", - "- https://iridl.ldeo.columbia.edu/dochelp/Documentation/funcindex.html?Set-Language=en\n", + "- [http://iridl.ldeo.columbia.edu/dochelp/topics/DODS/fnlist.html](http://iridl.ldeo.columbia.edu/dochelp/topics/DODS/fnlist.html)\n", + "- [https://iridl.ldeo.columbia.edu/dochelp/Documentation/funcindex.html?Set-Language=en](https://iridl.ldeo.columbia.edu/dochelp/Documentation/funcindex.html?Set-Language=en)\n", "\n", "We take the ensemble mean here, since we are just using deterministic metrics in this example. `climpred` will automatically take the mean over the ensemble while evaluating metrics with `comparison=\"e2o\"`, but this should make things more efficient so it doesn't have to be done multiple times." ] diff --git a/docs/source/examples/monseas/seasonal-enso-subx-example.ipynb b/docs/source/examples/monseas/seasonal-enso-subx-example.ipynb index d134a65d9..f7b0fd32f 100644 --- a/docs/source/examples/monseas/seasonal-enso-subx-example.ipynb +++ b/docs/source/examples/monseas/seasonal-enso-subx-example.ipynb @@ -31,7 +31,7 @@ "\n", "Further information on NMME is available from [Kirtman et al. 2014](https://journals.ametsoc.org/doi/full/10.1175/BAMS-D-12-00050.1) and the [NMME project website](https://www.cpc.ncep.noaa.gov/products/NMME/).\n", "\n", - "The NMME public database is hosted on the International Research Institute for Climate and Society (IRI) data server http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/." + "The NMME public database is hosted on the International Research Institute for Climate and Society (IRI) data server [http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/](http://iridl.ldeo.columbia.edu/SOURCES/.Models/.NMME/)." ] }, { @@ -177,8 +177,8 @@ "source": [ "The original monthly sea surface temperature (SST) hindcast data for the NCEP-CFSv2 model from IRIDL is a large dataset (~20GB). However, we can leverage `ingrid` on the IRIDL server and open server-side preprocessed data via `OpenDAP` into `xarray`. Averaging over longitude `X` and latitude `Y` and ensemble member `M` reduces the download size to just a few kB.\n", "\n", - "- http://iridl.ldeo.columbia.edu/dochelp/topics/DODS/fnlist.html\n", - "- https://iridl.ldeo.columbia.edu/dochelp/Documentation/funcindex.html?Set-Language=en\n", + "- [http://iridl.ldeo.columbia.edu/dochelp/topics/DODS/fnlist.html](http://iridl.ldeo.columbia.edu/dochelp/topics/DODS/fnlist.html)\n", + "- [https://iridl.ldeo.columbia.edu/dochelp/Documentation/funcindex.html?Set-Language=en](https://iridl.ldeo.columbia.edu/dochelp/Documentation/funcindex.html?Set-Language=en)\n", "\n", "We take the ensemble mean here, since we are just using deterministic metrics in this example. `climpred` will automatically take the mean over the ensemble while evaluating metrics with `comparison=\"e2o\"`, but this should make things more efficient so it doesn't have to be done multiple times." ] @@ -1202,7 +1202,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Rename the dimensions to correspond to `climpred` dimensions" + "Rename the dimensions to correspond to `climpred` dimensions." ] }, { diff --git a/docs/source/examples/subseasonal/daily-subx-example.ipynb b/docs/source/examples/subseasonal/daily-subx-example.ipynb index cefac1259..d7120ce20 100644 --- a/docs/source/examples/subseasonal/daily-subx-example.ipynb +++ b/docs/source/examples/subseasonal/daily-subx-example.ipynb @@ -31,11 +31,11 @@ "source": [ "### The Subseasonal Experiment (SubX)\n", "\n", - "Further information on SubX is available from [Pegion et al. 2019](https://journals.ametsoc.org/doi/full/10.1175/BAMS-D-18-0270.1) and the [SubX project website](http://cola.gmu.edu/subx/)\n", + "Further information on SubX is available from [Pegion et al. 2019](https://journals.ametsoc.org/doi/full/10.1175/BAMS-D-18-0270.1) and the [SubX project website](http://cola.gmu.edu/subx/).\n", "\n", - "The SubX public database is hosted on the International Research Institute for Climate and Society (IRI) data server http://iridl.ldeo.columbia.edu/SOURCES/.Models/.SubX/\n", + "The SubX public database is hosted on the International Research Institute for Climate and Society (IRI) data server [http://iridl.ldeo.columbia.edu/SOURCES/.Models/.SubX/](http://iridl.ldeo.columbia.edu/SOURCES/.Models/.SubX/).\n", "\n", - "Since the SubX data server is accessed via this notebook, the time for the notebook to run may is several minutes and will vary depending on the speed that data can be downloaded. This is a large dataset, so please be patient. If you prefer to download SubX data locally, scripts are available from https://github.com/kpegion/SubX." + "Since the SubX data server is accessed via this notebook, the time for the notebook to run may is several minutes and will vary depending on the speed that data can be downloaded. This is a large dataset, so please be patient. If you prefer to download SubX data locally, scripts are available from [https://github.com/kpegion/SubX](https://github.com/kpegion/SubX.)." ] }, { @@ -48,7 +48,7 @@ ": Two indices (RMM1 and RMM2) are used to represent the MJO. Together they define the MJO based on 8 phases and can represent both the phase and amplitude of the MJO (Wheeler and Hendon 2004). This example uses the observed RMM1 provided by Matthew Wheeler at the Center for Australian Weather and Climate Research. It is the version of the indices in which interannual variability has not been removed.\n", "\n", "Skill of RMM\n", - ": Traditionally, the skill of the RMM is calculated as a bivariate correlation encompassing the skill of the two indices together (Rashid et al. 2010; Gottschalck et al. 2010). Currently, `climpred` does not have the functionality to calculate the bivariate correlation, thus the anomaly correlation coefficient for RMM1 index is calculated here as a demonstration. The bivariate correlation metric will be added in a future version of `climpred`" + ": Traditionally, the skill of the RMM is calculated as a bivariate correlation encompassing the skill of the two indices together (Rashid et al. 2010; Gottschalck et al. 2010). Currently, `climpred` does not have the functionality to calculate the bivariate correlation, thus the anomaly correlation coefficient for RMM1 index is calculated here as a demonstration. The bivariate correlation metric will be added in a future version of `climpred`." ] }, { @@ -142,7 +142,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Read the observed RMM Indices" + "Read the observed RMM Indices." ] }, { @@ -247,7 +247,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Read the SubX RMM1 data for the GMAO-GEOS_V2p1 model from the SubX data server. It is important to note that the SubX data contains weekly initialized forecasts where the `init` day varies by model. SubX data may have all NaNs for initial dates in which a model does not make a forecast, thus we apply `dropna` over the `S=init` dimension when `how=all` data for a given `S=init` is missing. This can be slow, but allows the rest of the calculations to go more quickly. \n", + "Read the SubX RMM1 data for the `GMAO-GEOS_V2p1` model from the SubX data server. It is important to note that the SubX data contains weekly initialized forecasts where the `init` day varies by model. SubX data may have all NaNs for initial dates in which a model does not make a forecast, thus we apply `dropna` over the `S=init` dimension when `how=all` data for a given `S=init` is missing. This can be slow, but allows the rest of the calculations to go more quickly. \n", "\n", "Note that we ran the `dropna` operation offline and then uploaded the post-processed SubX dataset to the `climpred-data` repo for the purposes of this demo. This is how you can do this manually:\n", "\n", @@ -836,7 +836,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "`climpred` also requires that `lead` dimension has an attribute called `units` indicating what time units the `lead` is assocated with. Options are: `years`,`seasons`,`months`,`weeks`,`pentads`,`days`,`hours`,`minutes`,`days`. For the SubX data, the `lead` `units` are `days`. " + "`climpred` also requires that `lead` dimension has an attribute called `units` indicating what time units the `lead` is assocated with. Options are: `years`,`seasons`,`months`,`weeks`,`pentads`,`days`,`hours`,`minutes`,`days`, `hours`, `minutes`, `seconds`. For the SubX data, the `lead` `units` are `days`. " ] }, { @@ -883,906 +883,13 @@ "Create the {py:class}`.HindcastEnsemble` object and {py:meth}`.HindcastEnsemble.add_observations`." ] }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "application/javascript": [ - "\n", - " setTimeout(function() {\n", - " var nbb_cell_id = 10;\n", - " var nbb_unformatted_code = \"hindcast = HindcastEnsemble(fcstds)\";\n", - " var nbb_formatted_code = \"hindcast = HindcastEnsemble(fcstds)\";\n", - " var nbb_cells = Jupyter.notebook.get_cells();\n", - " for (var i = 0; i < nbb_cells.length; ++i) {\n", - " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", - " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", - " nbb_cells[i].set_text(nbb_formatted_code);\n", - " }\n", - " break;\n", - " }\n", - " }\n", - " }, 500);\n", - " " - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "hindcast = HindcastEnsemble(fcstds)" - ] - }, { "cell_type": "code", "execution_count": 11, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

    climpred.HindcastEnsemble

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This is a large dataset, so please be patient. If you prefer to download SubX data locally, scripts are available from https://github.com/kpegion/SubX." + "Since the SubX data server is accessed via this notebook, the time for the notebook to run may is several minutes and will vary depending on the speed that data can be downloaded. This is a large dataset, so please be patient. If you prefer to download SubX data locally, scripts are available from [https://github.com/kpegion/SubX](https://github.com/kpegion/SubX)." ] }, { @@ -48,7 +48,7 @@ ": Two indices (RMM1 and RMM2) are used to represent the MJO. Together they define the MJO based on 8 phases and can represent both the phase and amplitude of the MJO (Wheeler and Hendon 2004). This example uses the observed RMM1 provided by Matthew Wheeler at the Center for Australian Weather and Climate Research. It is the version of the indices in which interannual variability has not been removed.\n", "\n", "Skill of RMM\n", - ": Traditionally, the skill of the RMM is calculated as a bivariate correlation encompassing the skill of the two indices together (Rashid et al. 2010; Gottschalck et al 2010). Currently, `climpred` does not have the functionality to calculate the bivariate correlation, thus the anomaly correlation coefficient for RMM1 index is calculated here as a demonstration. The bivariate correlation metric will be added in a future version of `climpred`" + ": Traditionally, the skill of the RMM is calculated as a bivariate correlation encompassing the skill of the two indices together (Rashid et al. 2010; Gottschalck et al 2010). Currently, `climpred` does not have the functionality to calculate the bivariate correlation, thus the anomaly correlation coefficient for RMM1 index is calculated here as a demonstration. The bivariate correlation metric will be added in a future version of `climpred`." ] }, { @@ -1263,7 +1263,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "`climpred` requires that `lead` dimension has an attribute called `units` indicating what time units the `lead` is assocated with. Options are: `years`,`seasons`,`months`,`weeks`,`pentads`,`days`,`hours`,`minutes`,`days`. The `lead` `units` are `weeks`. " + "`climpred` requires that `lead` dimension has an attribute called `units` indicating what time units the `lead` is assocated with. Options are: `years`,`seasons`,`months`,`weeks`,`pentads`,`days`,`hours`,`minutes`,`days`, `hours`, `minutes`, `seconds`. The `lead` `units` are `weeks`. " ] }, { @@ -2200,7 +2200,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Calculate the Anomaly Correlation Coefficient (ACC) {py:func}`.climpred.metrics._pearson_r`" + "Calculate the Anomaly Correlation Coefficient (ACC) {py:func}`.climpred.metrics._pearson_r`." ] }, { diff --git a/docs/source/prediction-ensemble-object.ipynb b/docs/source/prediction-ensemble-object.ipynb index 102a3efb9..77513fa70 100644 --- a/docs/source/prediction-ensemble-object.ipynb +++ b/docs/source/prediction-ensemble-object.ipynb @@ -297,7 +297,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -613,7 +613,7 @@ " * init (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n", " valid_time (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n", "Data variables:\n", - " SST (init, lead, member) float64 -0.2404 -0.2085 ... 0.7442 0.7384
  • " ] }, "metadata": {}, @@ -870,7 +870,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -1186,7 +1186,7 @@ " * init (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n", " valid_time (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n", "Data variables:\n", - " SST (init, lead, member) float64 -0.2404 -0.2085 ... 0.7442 0.7384
  • " ] }, "metadata": {}, @@ -1366,7 +1366,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -1679,7 +1679,7 @@ "Coordinates:\n", " * time (time) object 1955-01-01 00:00:00 ... 2015-01-01 00:00:00\n", "Data variables:\n", - " SST (time) float32 17.79 17.84 18.0 18.03 ... 18.41 18.44 18.54 18.64
  • " ] }, "metadata": {}, @@ -1820,7 +1820,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:709: UserWarning: Error due to verification/control/uninitialized: xr.mean(('member',), {}) failed\n", + "/Users/aaron.spring/Coding/climpred/climpred/classes.py:713: UserWarning: Error due to verification/control/uninitialized: xr.mean(('member',), {}) failed\n", "ValueError: Dataset does not contain the dimensions: ['member']\n", " warnings.warn(\n" ] @@ -1880,7 +1880,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -2195,7 +2195,7 @@ " * init (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n", " valid_time (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n", "Data variables:\n", - " SST (init, lead) float64 -0.2121 -0.1637 -0.1206 ... 0.7286 0.7532
  • " ] }, "metadata": {}, @@ -2391,7 +2391,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -2704,7 +2704,7 @@ "Coordinates:\n", " * time (time) object 1955-01-01 00:00:00 ... 2015-01-01 00:00:00\n", "Data variables:\n", - " SST (time) float32 17.79 17.84 18.0 18.03 ... 18.41 18.44 18.54 18.64
  • " ] }, "metadata": {}, @@ -2949,7 +2949,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -3268,13 +3268,13 @@ " valid_time (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n", "Dimensions without coordinates: nlat, nlon\n", "Data variables:\n", - " SST (init, lead, nlat, nlon) float32 -0.3323 -0.3238 ... 1.179 1.123
  • " ] }, "metadata": {}, @@ -3476,7 +3476,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -3793,13 +3793,13 @@ " TAREA (nlat, nlon) float64 3.661e+13 3.661e+13 ... 3.714e+13 3.714e+13\n", "Dimensions without coordinates: nlat, nlon\n", "Data variables:\n", - " SST (time, nlat, nlon) float32 25.53 25.43 25.35 ... 27.03 27.1 27.05
  • " ] }, "metadata": {}, @@ -4030,7 +4030,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -4345,7 +4345,7 @@ " * lead (lead) int32 1 2 3 4 5 6 7 8 9 10\n", " valid_time (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n", "Data variables:\n", - " SST (init, lead) float64 -0.3539 0.1947 0.3623 ... 0.662 1.016 1.249
  • " ] }, "metadata": {}, @@ -4541,7 +4541,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -4854,7 +4854,7 @@ "Coordinates:\n", " * time (time) object 1948-01-01 00:00:00 ... 2015-01-01 00:00:00\n", "Data variables:\n", - " SST (time) float64 24.76 24.48 23.73 24.68 ... 24.78 24.21 24.92 25.95
  • " ] }, "metadata": {}, @@ -4988,7 +4988,7 @@ "source": [ "**NOTE**: Be careful with the arithmetic operations. Some of the behavior can be unexpected in combination with the fact that generic `xarray` methods can be applied to `climpred` objects. For instance, one might be interested in removing a climatology from the verification data to move it to anomaly space. It's safest to do anything like climatology removal before constructing `climpred` objects.\n", "\n", - "Naturally, they would remove some climatology time slice as we do here below. However, note that in the below example, the intialized ensemble returns all zeroes for `SST`. The reasoning here is that when `hindcast.sel(time=...)` is called, `climpred` only applies that slicing to datasets that include the `time` dimension. Thus, it skips the initialized ensemble and returns the original dataset untouched. This feature is advantageous for cases like `hindcast.mean('member')`, where it takes the ensemble mean in all cases that ensemble members exist. So when it performs `hindcast - hindcast.sel(time=...)`, it subtracts the identical initialized ensemble from itself returning all zeroes. We are hoping to implement a fix to this issue in the future.\n", + "Naturally, they would remove some climatology time slice as we do here below. However, note that in the below example, the intialized ensemble returns all zeroes for `SST`. The reasoning here is that when `hindcast.sel(time=...)` is called, `climpred` only applies that slicing to datasets that include the `time` dimension. Thus, it skips the initialized ensemble and returns the original dataset untouched. This feature is advantageous for cases like `hindcast.mean('member')`, where it takes the ensemble mean in all cases that ensemble members exist. So when it performs `hindcast - hindcast.sel(time=...)`, it subtracts the identical initialized ensemble from itself returning all zeroes. \n", "\n", "In short, any sort of bias correcting or drift correction can also be done _prior_ to instantiating a {py:class}`.PredictionEnsemble` object. Alternatively, detrending or removing a mean state can also be done _after_ instantiating a {py:class}`.PredictionEnsemble` object. Also consider {py:meth}`.HindcastEnsemble.remove_bias` and {py:meth}`.HindcastEnsemble.remove_seasonality`. But beware of unintuitive behaviour. Removing a `time` anomaly in {py:class}`.PredictionEnsemble`, does not modify `initialized` and therefore returns all `0`s." ] @@ -5002,10 +5002,10 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:703: UserWarning: Error due to initialized: xr.sel((), {'time': slice('1960', '2014', None)}) failed\n", + "/Users/aaron.spring/Coding/climpred/climpred/classes.py:707: UserWarning: Error due to initialized: xr.sel((), {'time': slice('1960', '2014', None)}) failed\n", "KeyError: 'time is not a valid dimension or coordinate'\n", " warnings.warn(f\"Error due to initialized: {msg}\")\n", - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:703: UserWarning: Error due to initialized: xr.mean(('time',), {}) failed\n", + "/Users/aaron.spring/Coding/climpred/climpred/classes.py:707: UserWarning: Error due to initialized: xr.mean(('time',), {}) failed\n", "ValueError: Dataset does not contain the dimensions: ['time']\n", " warnings.warn(f\"Error due to initialized: {msg}\")\n" ] @@ -5065,7 +5065,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -5384,7 +5384,7 @@ " valid_time (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n", "Dimensions without coordinates: nlat, nlon\n", "Data variables:\n", - " SST (init, lead, nlat, nlon) float32 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0
  • " ] }, "metadata": {}, @@ -5700,7 +5700,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -6017,7 +6017,7 @@ " TAREA (nlat, nlon) float64 3.661e+13 3.661e+13 ... 3.714e+13 3.714e+13\n", "Dimensions without coordinates: nlat, nlon\n", "Data variables:\n", - " SST (time, nlat, nlon) float32 0.01611 0.01459 0.0161 ... 1.543 1.49
  • " ] }, "metadata": {}, @@ -6307,16 +6307,16 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:703: UserWarning: Error due to initialized: xr.sel((), {'time': slice('1960', '2014', None)}) failed\n", + "/Users/aaron.spring/Coding/climpred/climpred/classes.py:707: UserWarning: Error due to initialized: xr.sel((), {'time': slice('1960', '2014', None)}) failed\n", "KeyError: 'time is not a valid dimension or coordinate'\n", " warnings.warn(f\"Error due to initialized: {msg}\")\n", - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:703: UserWarning: Error due to initialized: xr.mean(('time',), {}) failed\n", + "/Users/aaron.spring/Coding/climpred/climpred/classes.py:707: UserWarning: Error due to initialized: xr.mean(('time',), {}) failed\n", "ValueError: Dataset does not contain the dimensions: ['time']\n", " warnings.warn(f\"Error due to initialized: {msg}\")\n", - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:714: UserWarning: xr.sel((), {'init': slice('1960', '2014', None)}) failed\n", + "/Users/aaron.spring/Coding/climpred/climpred/classes.py:718: UserWarning: xr.sel((), {'init': slice('1960', '2014', None)}) failed\n", "KeyError: 'init is not a valid dimension or coordinate'\n", " warnings.warn(msg)\n", - "/Users/aaron.spring/Coding/climpred/climpred/classes.py:714: UserWarning: xr.mean(('init',), {}) failed\n", + "/Users/aaron.spring/Coding/climpred/climpred/classes.py:718: UserWarning: xr.mean(('init',), {}) failed\n", "ValueError: Dataset does not contain the dimensions: ['init']\n", " warnings.warn(msg)\n" ] @@ -6376,7 +6376,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -6691,7 +6691,7 @@ " * init (init) object 1954-01-01 00:00:00 ... 2017-01-01 00:00:00\n", " valid_time (lead, init) object 1955-01-01 00:00:00 ... 2027-01-01 00:00:00\n", "Data variables:\n", - " SST (init, lead) float64 -0.2046 -0.1688 -0.1335 ... 0.6326 0.6463
  • " ] }, "metadata": {}, @@ -6887,7 +6887,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -7200,7 +7200,7 @@ "Coordinates:\n", " * time (time) object 1955-01-01 00:00:00 ... 2015-01-01 00:00:00\n", "Data variables:\n", - " SST (time) float32 -0.3864 -0.3373 -0.17 ... 0.2632 0.3611 0.4653
  • " ] }, "metadata": {}, @@ -7332,7 +7332,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### ``PredictionEnsemble.plot()``" + "### Visualizing PredictionEnsemble" ] }, { @@ -7405,73 +7405,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We have a huge bias because the initialized data is already converted to an anomaly, but `uninitialized` and observations is not." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "application/javascript": [ - "\n", - " setTimeout(function() {\n", - " var nbb_cell_id = 14;\n", - " var nbb_unformatted_code = \"hindcast.remove_bias(alignment=\\\"same_verif\\\").plot()\";\n", - " var nbb_formatted_code = \"hindcast.remove_bias(alignment=\\\"same_verif\\\").plot()\";\n", - " var nbb_cells = Jupyter.notebook.get_cells();\n", - " for (var i = 0; i < nbb_cells.length; ++i) {\n", - " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", - " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", - " nbb_cells[i].set_text(nbb_formatted_code);\n", - " }\n", - " break;\n", - " }\n", - " }\n", - " }, 500);\n", - " " - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "hindcast.remove_bias(alignment=\"same_verif\").plot()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We still have a trend in all of our products, so we could also detrend them as well." + "We have a huge bias because the initialized data is already converted to an anomaly, but `uninitialized` and observations is not. We also have a trend in all of our products, so we could also detrend them as well." ] }, { @@ -7480,12 +7414,12 @@ "source": [ "### Detrend\n", "\n", - "We can leverage `xarray`'s `.map()` function to apply/map a function to all variables in our datasets." + "We can leverage `xarray`'s `.map()` function to apply/map a function to all variables in our datasets. We use {py:func}`.climpred.stats.rm_poly` to remove the trend." ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -7494,7 +7428,7 @@ "" ] }, - "execution_count": 15, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, @@ -7515,7 +7449,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 15;\n", + " var nbb_cell_id = 14;\n", " var nbb_unformatted_code = \"from climpred.stats import rm_poly\\n\\nhindcast_detrended = hindcast.map(rm_poly, deg=2, dim=\\\"init_or_time\\\")\\nhindcast_detrended.plot()\";\n", " var nbb_formatted_code = \"from climpred.stats import rm_poly\\n\\nhindcast_detrended = hindcast.map(rm_poly, deg=2, dim=\\\"init_or_time\\\")\\nhindcast_detrended.plot()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", @@ -7563,12 +7497,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now that we've done our pre-processing, let's quickly compute some metrics. Check the metrics page [here](metrics.html#Metrics) for all the keywords you can use. The [API](api.html#analysis-functions) is currently pretty simple for the {py:class}`.HindcastEnsemble`. You can essentially compute standard skill metrics and [reference forecasts](reference_forecast.html#reference-forecasts), here ``persistence``." + "Now that we've done our pre-processing, let's quickly compute some metrics. Check the [metrics](metrics.html#Metrics) for all the keywords you can use. The [API](api.html#analysis-functions) is currently pretty simple for the {py:class}`.HindcastEnsemble`. You can essentially compute standard skill metrics and [reference forecasts](reference_forecast.html#reference-forecasts), here ``persistence``." ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:15:55.096705Z", @@ -7622,7 +7556,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -7945,10 +7879,10 @@ " metric: mse\n", " comparison: e2o\n", " dim: init\n", - " reference: ['persistence']
  • prediction_skill_software :
    climpred https://climpred.readthedocs.io/
    skill_calculated_by_function :
    HindcastEnsemble.verify()
    number_of_initializations :
    64
    alignment :
    same_verif
    metric :
    mse
    comparison :
    e2o
    dim :
    init
    reference :
    ['persistence']
  • " ], "text/plain": [ "\n", @@ -7969,7 +7903,7 @@ " reference: ['persistence']" ] }, - "execution_count": 16, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, @@ -7978,7 +7912,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 16;\n", + " var nbb_cell_id = 15;\n", " var nbb_unformatted_code = \"hindcast_detrended.verify(\\n metric=\\\"mse\\\",\\n comparison=\\\"e2o\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n reference=\\\"persistence\\\",\\n)\";\n", " var nbb_formatted_code = \"hindcast_detrended.verify(\\n metric=\\\"mse\\\",\\n comparison=\\\"e2o\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n reference=\\\"persistence\\\",\\n)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", @@ -8020,7 +7954,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 33, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:15:57.438157Z", @@ -8030,12 +7964,26 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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    " + ] + }, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" }, { @@ -8043,9 +7991,9 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 17;\n", - " var nbb_unformatted_code = \"plt.style.use(\\\"ggplot\\\")\\nplt.style.use(\\\"seaborn-talk\\\")\\n\\ncolor = \\\"#7570b3\\\"\\n\\nf, axs = plt.subplots(nrows=2, figsize=(8, 8), sharex=True)\\n\\nfor ax, metric in zip(axs.ravel(), [\\\"mae\\\", \\\"acc\\\"]):\\n handles = []\\n result = hindcast_detrended.verify(\\n metric=metric,\\n comparison=\\\"e2o\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n reference=\\\"persistence\\\",\\n )\\n (p1,) = result.sel(skill=\\\"initialized\\\").SST.plot(\\n ax=ax, marker=\\\"o\\\", color=color, label=\\\"initialized forecast model\\\", linewidth=2\\n )\\n (p2,) = result.sel(skill=\\\"persistence\\\").SST.plot(\\n ax=ax, color=color, linestyle=\\\"--\\\", label=\\\"persistence\\\"\\n )\\n handles.append(p1)\\n handles.append(p2)\\n ax.set_title(metric.upper())\\n\\n\\naxs[0].set_ylabel(\\\"Mean Error [degC]\\\")\\naxs[1].set_ylabel(\\\"Correlation Coefficient\\\")\\naxs[0].set_xlabel(\\\"\\\")\\naxs[1].set_xlabel(\\\"Lead Year\\\")\\naxs[1].set_xticks(np.arange(10) + 1)\\n\\n# matplotlib/xarray returning weirdness for the legend handles.\\nhandles = [i.get_label() for i in handles]\\n\\n# a little trick to put the legend on the outside.\\nplt.legend(handles, bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.0)\\n\\nplt.suptitle(\\\"CESM Decadal Prediction Large Ensemble Global SSTs\\\", fontsize=16)\\nplt.show()\";\n", - " var nbb_formatted_code = \"plt.style.use(\\\"ggplot\\\")\\nplt.style.use(\\\"seaborn-talk\\\")\\n\\ncolor = \\\"#7570b3\\\"\\n\\nf, axs = plt.subplots(nrows=2, figsize=(8, 8), sharex=True)\\n\\nfor ax, metric in zip(axs.ravel(), [\\\"mae\\\", \\\"acc\\\"]):\\n handles = []\\n result = hindcast_detrended.verify(\\n metric=metric,\\n comparison=\\\"e2o\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n reference=\\\"persistence\\\",\\n )\\n (p1,) = result.sel(skill=\\\"initialized\\\").SST.plot(\\n ax=ax, marker=\\\"o\\\", color=color, label=\\\"initialized forecast model\\\", linewidth=2\\n )\\n (p2,) = result.sel(skill=\\\"persistence\\\").SST.plot(\\n ax=ax, color=color, linestyle=\\\"--\\\", label=\\\"persistence\\\"\\n )\\n handles.append(p1)\\n handles.append(p2)\\n ax.set_title(metric.upper())\\n\\n\\naxs[0].set_ylabel(\\\"Mean Error [degC]\\\")\\naxs[1].set_ylabel(\\\"Correlation Coefficient\\\")\\naxs[0].set_xlabel(\\\"\\\")\\naxs[1].set_xlabel(\\\"Lead Year\\\")\\naxs[1].set_xticks(np.arange(10) + 1)\\n\\n# matplotlib/xarray returning weirdness for the legend handles.\\nhandles = [i.get_label() for i in handles]\\n\\n# a little trick to put the legend on the outside.\\nplt.legend(handles, bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.0)\\n\\nplt.suptitle(\\\"CESM Decadal Prediction Large Ensemble Global SSTs\\\", fontsize=16)\\nplt.show()\";\n", + " var nbb_cell_id = 33;\n", + " var nbb_unformatted_code = \"metrics = [\\\"mae\\\", \\\"acc\\\"]\\nfor metric in metrics:\\n hindcast_detrended.verify(\\n metric=metric,\\n comparison=\\\"e2o\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n reference=\\\"persistence\\\",\\n ).assign_coords(metric=metric.upper()).SST.plot(hue=\\\"skill\\\")\\n plt.suptitle(\\\"CESM Decadal Prediction Large Ensemble Global SSTs\\\", fontsize=16)\\n plt.show()\";\n", + " var nbb_formatted_code = \"metrics = [\\\"mae\\\", \\\"acc\\\"]\\nfor metric in metrics:\\n hindcast_detrended.verify(\\n metric=metric,\\n comparison=\\\"e2o\\\",\\n dim=\\\"init\\\",\\n alignment=\\\"same_verif\\\",\\n reference=\\\"persistence\\\",\\n ).assign_coords(metric=metric.upper()).SST.plot(hue=\\\"skill\\\")\\n plt.suptitle(\\\"CESM Decadal Prediction Large Ensemble Global SSTs\\\", fontsize=16)\\n plt.show()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", @@ -8067,61 +8015,31 @@ } ], "source": [ - "plt.style.use(\"ggplot\")\n", - "plt.style.use(\"seaborn-talk\")\n", - "\n", - "color = \"#7570b3\"\n", - "\n", - "f, axs = plt.subplots(nrows=2, figsize=(8, 8), sharex=True)\n", - "\n", - "for ax, metric in zip(axs.ravel(), [\"mae\", \"acc\"]):\n", - " handles = []\n", - " result = hindcast_detrended.verify(\n", + "metrics = [\"mae\", \"acc\"]\n", + "for metric in metrics:\n", + " hindcast_detrended.verify(\n", " metric=metric,\n", " comparison=\"e2o\",\n", " dim=\"init\",\n", " alignment=\"same_verif\",\n", " reference=\"persistence\",\n", - " )\n", - " (p1,) = result.sel(skill=\"initialized\").SST.plot(\n", - " ax=ax, marker=\"o\", color=color, label=\"initialized forecast model\", linewidth=2\n", - " )\n", - " (p2,) = result.sel(skill=\"persistence\").SST.plot(\n", - " ax=ax, color=color, linestyle=\"--\", label=\"persistence\"\n", - " )\n", - " handles.append(p1)\n", - " handles.append(p2)\n", - " ax.set_title(metric.upper())\n", - "\n", - "\n", - "axs[0].set_ylabel(\"Mean Error [degC]\")\n", - "axs[1].set_ylabel(\"Correlation Coefficient\")\n", - "axs[0].set_xlabel(\"\")\n", - "axs[1].set_xlabel(\"Lead Year\")\n", - "axs[1].set_xticks(np.arange(10) + 1)\n", - "\n", - "# matplotlib/xarray returning weirdness for the legend handles.\n", - "handles = [i.get_label() for i in handles]\n", - "\n", - "# a little trick to put the legend on the outside.\n", - "plt.legend(handles, bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.0)\n", - "\n", - "plt.suptitle(\"CESM Decadal Prediction Large Ensemble Global SSTs\", fontsize=16)\n", - "plt.show()" + " ).assign_coords(metric=metric.upper()).SST.plot(hue=\"skill\")\n", + " plt.suptitle(\"CESM Decadal Prediction Large Ensemble Global SSTs\", fontsize=16)\n", + " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## `PerfectModelEnsemble`\n", + "## PerfectModelEnsemble\n", "\n", "We'll now play around a bit with the {py:class}`.PerfectModelEnsemble` object, using sample data from the `MPI-ESM` perfect model configuration." ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:15:58.493102Z", @@ -8129,6 +8047,70 @@ } }, "outputs": [ + { + "data": { + "application/javascript": [ + "\n", + " setTimeout(function() {\n", + " var nbb_cell_id = 17;\n", + " var nbb_unformatted_code = \"initialized = load_dataset(\\\"MPI-PM-DP-1D\\\") # initialized ensemble from MPI\\ncontrol = load_dataset(\\\"MPI-control-1D\\\") # base control run that initialized it\\n\\ninitialized[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\";\n", + " var nbb_formatted_code = \"initialized = load_dataset(\\\"MPI-PM-DP-1D\\\") # initialized ensemble from MPI\\ncontrol = load_dataset(\\\"MPI-control-1D\\\") # base control run that initialized it\\n\\ninitialized[\\\"lead\\\"].attrs[\\\"units\\\"] = \\\"years\\\"\";\n", + " var nbb_cells = Jupyter.notebook.get_cells();\n", + " for (var i = 0; i < nbb_cells.length; ++i) {\n", + " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", + " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", + " nbb_cells[i].set_text(nbb_formatted_code);\n", + " }\n", + " break;\n", + " }\n", + " }\n", + " }, 500);\n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "initialized = load_dataset(\"MPI-PM-DP-1D\") # initialized ensemble from MPI\n", + "control = load_dataset(\"MPI-control-1D\") # base control run that initialized it\n", + "\n", + "initialized[\"lead\"].attrs[\"units\"] = \"years\"" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "ExecuteTime": { + "end_time": "2020-01-06T18:15:59.750652Z", + "start_time": "2020-01-06T18:15:59.695144Z" + } + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", + " warnings.warn(\n", + "/Users/aaron.spring/Coding/climpred/climpred/utils.py:191: UserWarning: Assuming annual resolution starting Jan 1st due to numeric inits. Please change ``init`` to a datetime if it is another resolution. We recommend using xr.CFTimeIndex as ``init``, see https://climpred.readthedocs.io/en/stable/setting-up-data.html.\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "text/html": [ + "

    climpred.PerfectModelEnsemble

    " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, { "data": { "text/html": [ @@ -8175,7 +8157,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -8483,19 +8465,72 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
    <xarray.Dataset>\n",
    -       "Dimensions:  (period: 5, lead: 20, area: 3, init: 12, member: 10)\n",
    +       "
    <Initialized Ensemble>\n",
    +       "Dimensions:     (period: 5, lead: 20, area: 3, init: 12, member: 10)\n",
            "Coordinates:\n",
    -       "  * lead     (lead) int64 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20\n",
    -       "  * period   (period) object 'DJF' 'JJA' 'MAM' 'SON' 'ym'\n",
    -       "  * area     (area) object 'global' 'North_Atlantic' 'North_Atlantic_SPG'\n",
    -       "  * init     (init) int64 3014 3023 3045 3061 3124 ... 3175 3178 3228 3237 3257\n",
    -       "  * member   (member) int64 0 1 2 3 4 5 6 7 8 9\n",
    +       "  * lead        (lead) int64 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20\n",
    +       "  * period      (period) object 'DJF' 'JJA' 'MAM' 'SON' 'ym'\n",
    +       "  * area        (area) object 'global' 'North_Atlantic' 'North_Atlantic_SPG'\n",
    +       "  * init        (init) object 3014-01-01 00:00:00 ... 3257-01-01 00:00:00\n",
    +       "  * member      (member) int64 0 1 2 3 4 5 6 7 8 9\n",
    +       "    valid_time  (lead, init) object 3015-01-01 00:00:00 ... 3277-01-01 00:00:00\n",
            "Data variables:\n",
    -       "    tos      (period, lead, area, init, member) float32 17.38 17.58 ... 8.955\n",
    -       "    sos      (period, lead, area, init, member) float32 34.38 34.37 ... 34.59\n",
    -       "    AMO      (period, lead, area, init, member) float32 0.1675 ... 0.06075
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    <Initialized Ensemble>\n",
    -       "Dimensions:     (period: 5, lead: 20, area: 3, init: 12, member: 10)\n",
    -       "Coordinates:\n",
    -       "  * lead        (lead) int64 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20\n",
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    -       "  * init        (init) object 3014-01-01 00:00:00 ... 3257-01-01 00:00:00\n",
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    -       "Data variables:\n",
    -       "    tos         (period, lead, area, init, member) float32 17.38 17.58 ... 8.955\n",
    -       "    sos         (period, lead, area, init, member) float32 34.38 34.37 ... 34.59\n",
    -       "    AMO         (period, lead, area, init, member) float32 0.1675 ... 0.06075
    " - ] - }, - "metadata": {}, - "output_type": "display_data" + "output_type": "display_data" }, { "data": { @@ -9365,7 +8738,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -9682,14 +9055,14 @@ "Data variables:\n", " tos (period, time, area) float32 17.38 8.76 7.321 ... 17.23 10.84 8.346\n", " sos (period, time, area) float32 34.37 33.5 34.72 ... 34.35 33.38 34.45\n", - " AMO (period, time, area) float32 0.17 0.17 0.17 ... 0.07905 0.07905
  • " ] }, "metadata": {}, @@ -9771,7 +9144,7 @@ "data": { "text/plain": [] }, - "execution_count": 19, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, @@ -9780,7 +9153,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 19;\n", + " var nbb_cell_id = 18;\n", " var nbb_unformatted_code = \"pm = climpred.PerfectModelEnsemble(initialized).add_control(control)\\npm\";\n", " var nbb_formatted_code = \"pm = climpred.PerfectModelEnsemble(initialized).add_control(control)\\npm\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", @@ -9817,7 +9190,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -9825,7 +9198,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 20;\n", + " var nbb_cell_id = 19;\n", " var nbb_unformatted_code = \"pm = pm[[\\\"tos\\\", \\\"sos\\\"]].sel(area=\\\"North_Atlantic\\\", period=\\\"JJA\\\", drop=True)\";\n", " var nbb_formatted_code = \"pm = pm[[\\\"tos\\\", \\\"sos\\\"]].sel(area=\\\"North_Atlantic\\\", period=\\\"JJA\\\", drop=True)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", @@ -9861,7 +9234,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:16:03.306736Z", @@ -9872,21 +9245,23 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 21, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ - "
    " + "
    " ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" }, { @@ -9894,7 +9269,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 21;\n", + " var nbb_cell_id = 20;\n", " var nbb_unformatted_code = \"METRICS = [\\\"mse\\\", \\\"rmse\\\", \\\"mae\\\", \\\"acc\\\", \\\"nmse\\\", \\\"nrmse\\\", \\\"nmae\\\", \\\"msss\\\"]\\n\\nresult = []\\nfor metric in METRICS:\\n result.append(pm.verify(metric=metric, comparison=\\\"m2e\\\", dim=[\\\"init\\\", \\\"member\\\"]))\\n\\nresult = xr.concat(result, \\\"metric\\\")\\nresult[\\\"metric\\\"] = METRICS\\n\\n# Leverage the `xarray` plotting wrapper to plot all results at once.\\nresult.to_array().plot(\\n col=\\\"metric\\\", hue=\\\"variable\\\", col_wrap=4, sharey=False, sharex=True\\n)\";\n", " var nbb_formatted_code = \"METRICS = [\\\"mse\\\", \\\"rmse\\\", \\\"mae\\\", \\\"acc\\\", \\\"nmse\\\", \\\"nrmse\\\", \\\"nmae\\\", \\\"msss\\\"]\\n\\nresult = []\\nfor metric in METRICS:\\n result.append(pm.verify(metric=metric, comparison=\\\"m2e\\\", dim=[\\\"init\\\", \\\"member\\\"]))\\n\\nresult = xr.concat(result, \\\"metric\\\")\\nresult[\\\"metric\\\"] = METRICS\\n\\n# Leverage the `xarray` plotting wrapper to plot all results at once.\\nresult.to_array().plot(\\n col=\\\"metric\\\", hue=\\\"variable\\\", col_wrap=4, sharey=False, sharex=True\\n)\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", @@ -9942,7 +9317,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:16:03.557852Z", @@ -10005,7 +9380,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -10322,8 +9697,8 @@ " valid_time (lead, init) object 3015-01-01 00:00:00 ... 3277-01-01 00:00:00\n", "Data variables:\n", " tos (lead, init, member) float32 13.46 13.64 13.72 ... 13.55 13.57\n", - " sos (lead, init, member) float32 33.18 33.15 33.05 ... 33.18 33.26
  • " ] }, "metadata": {}, @@ -10475,7 +9850,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -10789,16 +10164,16 @@ " * time (time) object 3000-01-01 00:00:00 ... 3299-01-01 00:00:00\n", "Data variables:\n", " tos (time) float32 13.5 13.74 13.78 13.86 ... 13.12 12.92 13.08 13.47\n", - " sos (time) float32 33.23 33.19 33.2 33.21 ... 33.15 33.22 33.16 33.18
    • tos
      (time)
      float32
      13.5 13.74 13.78 ... 13.08 13.47
      array([13.499312, 13.742612, 13.783769, ..., 12.917691, 13.076672, 13.465583],\n",
      +       "      dtype=float32)
    • sos
      (time)
      float32
      33.23 33.19 33.2 ... 33.16 33.18
      array([33.232624, 33.188156, 33.201694, ..., 33.221058, 33.16359 , 33.18352 ],\n",
      +       "      dtype=float32)
  • " ] }, "metadata": {}, @@ -10850,7 +10225,7 @@ "}\n", "\n", ".xr-wrap {\n", - " display: block;\n", + " display: block !important;\n", " min-width: 300px;\n", " max-width: 700px;\n", "}\n", @@ -11166,8 +10541,8 @@ " * init (init) object 3014-01-01 00:00:00 ... 3257-01-01 00:00:00\n", " * member (member) int64 0 1 2 3 4 5 6 7 8 9\n", "Data variables:\n", - " tos (lead, init, member) float32 12.74 12.95 13.65 ... 13.76 14.05\n", - " sos (lead, init, member) float32 32.95 32.94 33.16 ... 33.21 33.3
  • " ] }, "metadata": {}, @@ -11310,7 +10685,7 @@ "data": { "text/plain": [] }, - "execution_count": 22, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, @@ -11319,7 +10694,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 22;\n", + " var nbb_cell_id = 21;\n", " var nbb_unformatted_code = \"pm = pm.generate_uninitialized()\\npm\";\n", " var nbb_formatted_code = \"pm = pm.generate_uninitialized()\\npm\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", @@ -11349,7 +10724,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2020-01-06T18:16:03.562894Z", @@ -11362,7 +10737,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 23;\n", + " var nbb_cell_id = 22;\n", " var nbb_unformatted_code = \"pm = pm[[\\\"sos\\\"]] # Just assess for salinity.\";\n", " var nbb_formatted_code = \"pm = pm[[\\\"sos\\\"]] # Just assess for salinity.\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", @@ -11398,17 +10773,19 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 23, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ - "
    " + "
    " ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" }, { @@ -11416,7 +10793,7 @@ "application/javascript": [ "\n", " setTimeout(function() {\n", - " var nbb_cell_id = 24;\n", + " var nbb_cell_id = 23;\n", " var nbb_unformatted_code = \"acc = pm.verify(\\n metric=\\\"acc\\\",\\n comparison=\\\"m2e\\\",\\n dim=[\\\"init\\\", \\\"member\\\"],\\n reference=[\\\"persistence\\\", \\\"uninitialized\\\", \\\"climatology\\\"],\\n)\\nacc.sos.plot(hue=\\\"skill\\\")\\nplt.title(\\\"North Atlantic Surface Salinity JJA ACC\\\")\\nplt.show()\";\n", " var nbb_formatted_code = \"acc = pm.verify(\\n metric=\\\"acc\\\",\\n comparison=\\\"m2e\\\",\\n dim=[\\\"init\\\", \\\"member\\\"],\\n reference=[\\\"persistence\\\", \\\"uninitialized\\\", \\\"climatology\\\"],\\n)\\nacc.sos.plot(hue=\\\"skill\\\")\\nplt.title(\\\"North Atlantic Surface Salinity JJA ACC\\\")\\nplt.show()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", diff --git a/docs/source/quick-start.ipynb b/docs/source/quick-start.ipynb index 601f095e3..1ff08e5f1 100644 --- a/docs/source/quick-start.ipynb +++ b/docs/source/quick-start.ipynb @@ -15,7 +15,7 @@ "\n", "The easiest way to get up and running is to load in one of our example datasets and to convert them to either a {py:class}`.HindcastEnsemble` or {py:class}`.PerfectModelEnsemble` object.\n", "\n", - "`climpred` provides various example datasets. See our :ref:`examples ` to see some analysis cases." + "`climpred` provides various example datasets. See our [examples](examples.html#examples) to see some analysis cases." ] }, { @@ -2652,7 +2652,7 @@ "metadata": {}, "source": [ "Now we'll quickly calculate forecast with {py:meth}`.HindcastEnsemble.verify`. We require users to define `metric`, `comparison`, `dim`, and `alignment`.\n", - "This ensures that `climpred` isn't treated like a black box -- there are no \"defaults\" to the prediction analysis framework. You can choose from a variety of possible [metrics](metrics.html#metrics) by entering their associated strings. [comparisons](comparisons.html#comparisons) strategies vary for hindcast and perfect model systems. Here we chose to compare the ensemble mean to observations (`\"e2o\"`). We reduce this operation over the initialization dimension. Lastly, we choose the `\"same_verif\"` alignment, which uses the same set of verification dates across all leads, see [alignment](alignment.html#alignment) strategies." + "This ensures that `climpred` isn't treated like a black box -- there are no \"defaults\" to the prediction analysis framework. You can choose from a variety of possible [metrics](metrics.html#metrics) by entering their associated strings. [comparisons](comparisons.html#comparisons) strategies vary for hindcast and perfect model systems. Here we chose to compare the ensemble mean to observations (`\"e2o\"`). We reduce this operation over the initialization dimension. Lastly, we choose the `\"same_verif\"` alignment, which uses the same set of verification dates across all leads, see [alignment](alignment.html#Verification-Alignment) strategies." ] }, { diff --git a/docs/source/scope.rst b/docs/source/scope.rst index 5eeb1fb4c..6ccddf622 100644 --- a/docs/source/scope.rst +++ b/docs/source/scope.rst @@ -12,12 +12,11 @@ out-of-memory computations on large datasets. The primary goal of ``climpred`` is to offer a comprehensive set of analysis tools for assessing the forecasts relative to a validation product (e.g., observations, reanalysis products, control simulations, baseline forecasts). This ranges from simple -deterministic and probabilistic verification metrics — such as, e.g. mean absolute -error or rank histogram — to more advanced analysis methods, -such as contingency table-derived metrics. ``climpred`` expects users to handle their -domain-specific post-processing of model output, so that the package can focus on the -actual analysis of forecasts. +deterministic and probabilistic verification `metrics `_ — such as, e.g. +mean absolute error or rank histogram — to more advanced contingency table-derived +metrics. ``climpred`` expects users to handle their domain-specific post-processing of +model output, so that the package can focus on the actual analysis of forecasts. Finally, the ``climpred`` documentation will serve as a repository of unified analysis -methods through `jupyter `_ notebook examples, and will also -collect relevant references and literature. +methods through `jupyter `_ notebook `examples `_, +and collects relevant references and literature. diff --git a/docs/source/setting-up-data.rst b/docs/source/setting-up-data.rst index d42c7d1e5..6ebf090d5 100644 --- a/docs/source/setting-up-data.rst +++ b/docs/source/setting-up-data.rst @@ -6,7 +6,7 @@ Setting Up Your Dataset `xarray `_ dimensions. This allows things to run more easily under-the-hood. -:py:class:`.Prediction ensemble`s are expected at the minimum to contain dimensions +:py:class:`.PredictionEnsemble` expects at the minimum to contain dimensions ``init`` and ``lead``. ``init`` is the initialization dimension, that relays the time @@ -72,7 +72,7 @@ that ``climpred`` supports for them. - ``int``, ``float`` or :py:class:`pandas.Timedelta` up to ``weeks`` - lead timestep after initialization ``init`` - ``forecast_period`` - - units (str) [``years``, ``seasons``, ``months``, ``weeks``, ``pentads``, ``days``, ``hours``, ``minutes``, ``seconds``] if not :py:class:`pandas.Timedelta` + - units (str) [``years``, ``seasons``, ``months``, ``weeks``, ``pentads``, ``days``, ``hours``, ``minutes``, ``seconds``] or :py:class:`pandas.Timedelta` * - ``init`` - :py:class:`pandas.DatetimeIndex` or :py:class:`xarray.CFTimeIndex`. - initialization as start date of experiment @@ -85,8 +85,8 @@ that ``climpred`` supports for them. - None Probably the most challenging part is concatenating -(:py:meth:`xarray.concat`) raw model output with dimension ``time`` of +(:py:func:`xarray.concat`) raw model output with dimension ``time`` of multiple simulations to a multi-dimensional :py:class:`xarray.Dataset` containing dimensions ``init``, (``member``) and ``lead``, where ``time`` becomes -"valid_time=init+lead". One way of doing it is +``valid_time=init+lead``. One way of doing it is :py:func:`climpred.preprocessing.shared.load_hindcast`. diff --git a/docs/source/smoothing.ipynb b/docs/source/smoothing.ipynb index 9a5b5fa0f..c01fe857f 100644 --- a/docs/source/smoothing.ipynb +++ b/docs/source/smoothing.ipynb @@ -510,7 +510,7 @@ "source": [ "pm = PerfectModelEnsemble(load_dataset(\"MPI-PM-DP-1D\"))\n", "pm = pm.add_control(load_dataset(\"MPI-control-1D\"))\n", - "pm_NA = pm_NA.sel(area=\"North_Atlantic_SPG\", period=\"DJF\")[['tos']]" + "pm_NA = pm.sel(area=\"North_Atlantic_SPG\", period=\"DJF\")[['tos']]" ] }, { diff --git a/docs/source/why-climpred.rst b/docs/source/why-climpred.rst index 507e29988..3da87a09c 100644 --- a/docs/source/why-climpred.rst +++ b/docs/source/why-climpred.rst @@ -15,9 +15,9 @@ control runs, reconstructions, uninitialized ensembles) along with your initiali prediction output. When computing lead-dependent skill scores, ``climpred`` handles all of the -"init"-"lead"-"time"-matching for you, properly aligning the multiple time dimensions -between the hindcast and verification datasets. We offer a suite of vectorized -`deterministic `_ +``init+lead-valid_time``-matching for you, properly aligning the multiple +``time`` dimensions between the hindcast and verification datasets. +We offer a suite of vectorized `deterministic `_ and `probabilistic `_ metrics that can be applied to time series and grids. It's as easy as concatenating your initialized prediction output into one :py:class:`xarray.Dataset` and running the :py:meth:`.HindcastEnsemble.verify` From 591b7da968afe301c1a0af2951ca4e62ec3a9958 Mon Sep 17 00:00:00 2001 From: AS Date: Sat, 18 Dec 2021 23:47:27 +0100 Subject: [PATCH 60/61] api --- docs/source/api.rst | 2 ++ docs/source/api/climpred.stats.rm_poly.rst | 6 ++++++ docs/source/api/climpred.stats.rm_trend.rst | 6 ++++++ 3 files changed, 14 insertions(+) create mode 100644 docs/source/api/climpred.stats.rm_poly.rst create mode 100644 docs/source/api/climpred.stats.rm_trend.rst diff --git a/docs/source/api.rst b/docs/source/api.rst index d1b3adb56..d5f80b609 100644 --- a/docs/source/api.rst +++ b/docs/source/api.rst @@ -272,6 +272,8 @@ Statistics decorrelation_time dpp varweighted_mean_period + rm_poly + rm_trend Tutorial ~~~~~~~~ diff --git a/docs/source/api/climpred.stats.rm_poly.rst b/docs/source/api/climpred.stats.rm_poly.rst new file mode 100644 index 000000000..3c23f5cbc --- /dev/null +++ b/docs/source/api/climpred.stats.rm_poly.rst @@ -0,0 +1,6 @@ +climpred.stats.rm\_poly +======================= + +.. currentmodule:: climpred.stats + +.. autofunction:: rm_poly diff --git a/docs/source/api/climpred.stats.rm_trend.rst b/docs/source/api/climpred.stats.rm_trend.rst new file mode 100644 index 000000000..08d7b6fa1 --- /dev/null +++ b/docs/source/api/climpred.stats.rm_trend.rst @@ -0,0 +1,6 @@ +climpred.stats.rm\_trend +======================== + +.. currentmodule:: climpred.stats + +.. autofunction:: rm_trend From ef61422851727f787f1797e7e13a15db6aabffa7 Mon Sep 17 00:00:00 2001 From: AS Date: Sun, 19 Dec 2021 00:01:20 +0100 Subject: [PATCH 61/61] fix links api --- climpred/classes.py | 28 ++++++++++++++-------------- 1 file changed, 14 insertions(+), 14 deletions(-) diff --git a/climpred/classes.py b/climpred/classes.py index 5bdf668f8..570d5f4e5 100644 --- a/climpred/classes.py +++ b/climpred/classes.py @@ -1154,9 +1154,9 @@ def verify( ``comparison`` keyword argument. Args: - metric: Metric to apply for verification, see `metrics `_ + metric: Metric to apply for verification, see `metrics <../metrics.html>`_ comparison: How to compare the initialized prediction ensemble with itself, - see `comparisons `_. + see `comparisons <../comparisons.html>`_. dim: Dimension(s) over which to apply ``metric``. ``dim`` is passed on to xskillscore.{metric} and includes xskillscore's ``member_dim``. ``dim`` should contain ``member`` when ``comparison`` @@ -1303,9 +1303,9 @@ def _compute_uninitialized( ``comparison`` keyword argument. Args: - metric: Metric to apply for verification, see `metrics `_ + metric: Metric to apply for verification, see `metrics <../metrics.html>`_ comparison: How to compare the uninitialized against itself, see - `comparisons `_. + `comparisons <../comparisons.html>`_. dim: Dimension(s) over which to apply metric. ``dim`` is passed on to xskillscore.{metric} and includes xskillscore's ``member_dim``. ``dim`` should contain ``member`` when ``comparison`` @@ -1358,9 +1358,9 @@ def _compute_persistence( :py:func:`~climpred.reference.compute_persistence`. Args: - metric: Metric to apply for verification, see `metrics `_ + metric: Metric to apply for verification, see `metrics <../metrics.html>`_ comparison: How to compare the persistence against itself, see - `comparisons `_. Only valid if + `comparisons <../comparisons.html>`_. Only valid if ``PerfectModel_persistence_from_initialized_lead_0=True``. dim: Dimension(s) over which to apply metric. ``dim`` is passed on to xskillscore.{metric} and includes xskillscore's @@ -1431,9 +1431,9 @@ def _compute_climatology( """Verify a climatology forecast. Args: - metric: Metric to apply for verification, see `metrics `_ + metric: Metric to apply for verification, see `metrics <../metrics.html>`_ comparison: How to compare the climatology against itself, see - `comparisons `_ + `comparisons <../comparisons.html>`_ dim: Dimension(s) over which to apply metric. ``dim`` is passed on to xskillscore.{metric} and includes xskillscore's ``member_dim``. ``dim`` should contain ``member`` when ``comparison`` @@ -1488,9 +1488,9 @@ def bootstrap( """Bootstrap with replacement according to Goddard et al. 2013. Args: - metric: Metric to apply for verification, see `metrics `_ + metric: Metric to apply for verification, see `metrics <../metrics.html>`_ comparison: How to compare the forecast against itself, see - `comparisons `_ + `comparisons <../comparisons.html>`_ dim: Dimension(s) over which to apply metric. ``dim`` is passed on to xskillscore.{metric} and includes xskillscore's ``member_dim``. ``dim`` should contain ``member`` when ``comparison`` @@ -1957,9 +1957,9 @@ def verify( between the initialized ensemble and observations/verification data. Args: - metric: Metric to apply for verification, see `metrics `_ + metric: Metric to apply for verification, see `metrics <../metrics.html>`_ comparison: How to compare to the observations/verification data. - See `comparisons `_. + See `comparisons <../comparisons.html>`_. dim: Dimension(s) to apply metric over. ``dim`` is passed on to xskillscore.{metric} and includes xskillscore's ``member_dim``. ``dim`` should contain ``member`` when ``comparison`` is probabilistic @@ -2223,9 +2223,9 @@ def bootstrap( """Bootstrap with replacement according to Goddard et al. 2013. Args: - metric: Metric to apply for verification, see `metrics `_ + metric: Metric to apply for verification, see `metrics <../metrics.html>`_ comparison: How to compare to the observations/verification data. - See `comparisons `_. + See `comparisons <../comparisons.html>`_. dim: Dimension(s) to apply metric over. ``dim`` is passed on to xskillscore.{metric} and includes xskillscore's ``member_dim``. ``dim`` should contain ``member`` when ``comparison`` is probabilistic