From ed2af74de0338b4c6d5854af32a60361917a4182 Mon Sep 17 00:00:00 2001 From: Cora Schneck <22159116+cyschneck@users.noreply.github.com> Date: Fri, 14 Jun 2024 14:45:07 -0600 Subject: [PATCH 01/12] Update README.md --- README.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 25029ec..fd4cc82 100644 --- a/README.md +++ b/README.md @@ -1,12 +1,12 @@ thumbnail -# (Replace_with_your_title) Cookbook +# Wavelet Cookbook [![nightly-build](https://github.com/ProjectPythia/cookbook-template/actions/workflows/nightly-build.yaml/badge.svg)](https://github.com/ProjectPythia/cookbook-template/actions/workflows/nightly-build.yaml) [![Binder](https://binder.projectpythia.org/badge_logo.svg)](https://binder.projectpythia.org/v2/gh/ProjectPythia/cookbook-template/main?labpath=notebooks) [![DOI](https://zenodo.org/badge/475509405.svg)](https://zenodo.org/badge/latestdoi/475509405) -This Project Pythia Cookbook covers ... (replace `...` with the main subject of your cookbook ... e.g., _working with radar data in Python_) +This Project Pythia Cookbook covers working with wavelets in Python ## Motivation @@ -14,7 +14,7 @@ This Project Pythia Cookbook covers ... (replace `...` with the main subject of ## Authors -[First Author](@first-author), [Second Author](@second-author), etc. _Acknowledge primary content authors here_ +[Cora Schneck](https://github.com/cyschneck) ### Contributors @@ -26,11 +26,11 @@ This Project Pythia Cookbook covers ... (replace `...` with the main subject of (State one or more sections that will comprise the notebook. E.g., _This cookbook is broken up into two main sections - "Foundations" and "Example Workflows."_ Then, describe each section below.) -### Section 1 ( Replace with the title of this section, e.g. "Foundations" ) +### Foundations (Add content for this section, e.g., "The foundational content includes ... ") -### Section 2 ( Replace with the title of this section, e.g. "Example workflows" ) +### Example Workflows (Add content for this section, e.g., "Example workflows include ... ") @@ -74,7 +74,7 @@ If you are interested in running this material locally on your computer, you wil 1. Create and activate your conda environment from the `environment.yml` file ```bash conda env create -f environment.yml - conda activate cookbook-example + conda activate cookbook-dev ``` 1. Move into the `notebooks` directory and start up Jupyterlab ```bash From a561133097e286f0caf81604166fd7138a4ee29a Mon Sep 17 00:00:00 2001 From: Cora Schneck <22159116+cyschneck@users.noreply.github.com> Date: Fri, 14 Jun 2024 14:49:17 -0600 Subject: [PATCH 02/12] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index fd4cc82..198269c 100644 --- a/README.md +++ b/README.md @@ -18,8 +18,8 @@ This Project Pythia Cookbook covers working with wavelets in Python ### Contributors - - + + ## Structure From 42c60b46b67b4c9cf2327c72b95a3470fb0527ef Mon Sep 17 00:00:00 2001 From: cyschneck <22159116+cyschneck@users.noreply.github.com> Date: Tue, 18 Jun 2024 15:46:02 -0600 Subject: [PATCH 03/12] table of contents --- _toc.yml | 5 +- .../example-workflows/jingle-bells.ipynb | 358 ++++++++++++++++++ .../wavelet-introduction/wavelet-basics.ipynb | 358 ++++++++++++++++++ 3 files changed, 720 insertions(+), 1 deletion(-) create mode 100644 notebooks/example-workflows/jingle-bells.ipynb create mode 100644 notebooks/wavelet-introduction/wavelet-basics.ipynb diff --git a/_toc.yml b/_toc.yml index 995f86b..3abbd7a 100644 --- a/_toc.yml +++ b/_toc.yml @@ -6,4 +6,7 @@ parts: - file: notebooks/how-to-cite - caption: Introduction chapters: - - file: notebooks/notebook-template + - file: notebooks/wavelet-introduction/wavelet-basics + - caption: Example Workflows + chapters: + - file: notebooks/example-workflows/jingle-bells diff --git a/notebooks/example-workflows/jingle-bells.ipynb b/notebooks/example-workflows/jingle-bells.ipynb new file mode 100644 index 0000000..f13f68a --- /dev/null +++ b/notebooks/example-workflows/jingle-bells.ipynb @@ -0,0 +1,358 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's start here! If you can directly link to an image relevant to your notebook, such as [canonical logos](https://github.com/numpy/numpy/blob/main/doc/source/_static/numpylogo.svg), do so here at the top of your notebook. You can do this with Markdown syntax,\n", + "\n", + "> `![](http://link.com/to/image.png \"image alt text\")`\n", + "\n", + "or edit this cell to see raw HTML `img` demonstration. This is preferred if you need to shrink your embedded image. **Either way be sure to include `alt` text for any embedded images to make your content more accessible.**\n", + "\n", + "\"Project" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Audio Processing and Jingle Bells\n", + "\n", + "Next, title your notebook appropriately with a top-level Markdown header, `#`. Do not use this level header anywhere else in the notebook. Our book build process will use this title in the navbar, table of contents, etc. Keep it short, keep it descriptive. Follow this with a `---` cell to visually distinguish the transition to the prerequisites section." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Overview\n", + "If you have an introductory paragraph, lead with it here! Keep it short and tied to your material, then be sure to continue into the required list of topics below,\n", + "\n", + "1. This is a numbered list of the specific topics\n", + "1. These should map approximately to your main sections of content\n", + "1. Or each second-level, `##`, header in your notebook\n", + "1. Keep the size and scope of your notebook in check\n", + "1. And be sure to let the reader know up front the important concepts they'll be leaving with" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Prerequisites\n", + "This section was inspired by [this template](https://github.com/alan-turing-institute/the-turing-way/blob/master/book/templates/chapter-template/chapter-landing-page.md) of the wonderful [The Turing Way](https://the-turing-way.netlify.app) Jupyter Book.\n", + "\n", + "Following your overview, tell your reader what concepts, packages, or other background information they'll **need** before learning your material. Tie this explicitly with links to other pages here in Foundations or to relevant external resources. Remove this body text, then populate the Markdown table, denoted in this cell with `|` vertical brackets, below, and fill out the information following. In this table, lay out prerequisite concepts by explicitly linking to other Foundations material or external resources, or describe generally helpful concepts.\n", + "\n", + "Label the importance of each concept explicitly as **helpful/necessary**.\n", + "\n", + "| Concepts | Importance | Notes |\n", + "| --- | --- | --- |\n", + "| [Intro to Cartopy](https://foundations.projectpythia.org/core/cartopy/cartopy.html) | Necessary | |\n", + "| [Understanding of NetCDF](https://foundations.projectpythia.org/core/data-formats/netcdf-cf.html) | Helpful | Familiarity with metadata structure |\n", + "| Project management | Helpful | |\n", + "\n", + "- **Time to learn**: estimate in minutes. For a rough idea, use 5 mins per subsection, 10 if longer; add these up for a total. Safer to round up and overestimate.\n", + "- **System requirements**:\n", + " - Populate with any system, version, or non-Python software requirements if necessary\n", + " - Otherwise use the concepts table above and the Imports section below to describe required packages as necessary\n", + " - If no extra requirements, remove the **System requirements** point altogether" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Imports\n", + "Begin your body of content with another `---` divider before continuing into this section, then remove this body text and populate the following code cell with all necessary Python imports **up-front**:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import sys" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Your first content section" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This is where you begin your first section of material, loosely tied to your objectives stated up front. Tie together your notebook as a narrative, with interspersed Markdown text, images, and more as necessary," + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# as well as any and all of your code cells\n", + "print(\"Hello world!\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### A content subsection\n", + "Divide and conquer your objectives with Markdown subsections, which will populate the helpful navbar in Jupyter Lab and here on the Jupyter Book!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# some subsection code\n", + "new = \"helpful information\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Another content subsection\n", + "Keep up the good work! A note, *try to avoid using code comments as narrative*, and instead let them only exist as brief clarifications where necessary." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Your second content section\n", + "Here we can move on to our second objective, and we can demonstrate" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Subsection to the second section\n", + "\n", + "#### a quick demonstration\n", + "\n", + "##### of further and further\n", + "\n", + "###### header levels" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "as well $m = a * t / h$ text! Similarly, you have access to other $\\LaTeX$ equation [**functionality**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Typesetting%20Equations.html) via MathJax (demo below from link),\n", + "\n", + "\\begin{align}\n", + "\\dot{x} & = \\sigma(y-x) \\\\\n", + "\\dot{y} & = \\rho x - y - xz \\\\\n", + "\\dot{z} & = -\\beta z + xy\n", + "\\end{align}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Check out [**any number of helpful Markdown resources**](https://www.markdownguide.org/basic-syntax/) for further customizing your notebooks and the [**Jupyter docs**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Working%20With%20Markdown%20Cells.html) for Jupyter-specific formatting information. Don't hesitate to ask questions if you have problems getting it to look *just right*." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Last Section\n", + "\n", + "If you're comfortable, and as we briefly used for our embedded logo up top, you can embed raw html into Jupyter Markdown cells (edit to see):" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "

Info

\n", + " Your relevant information here!\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Feel free to copy this around and edit or play around with yourself. Some other `admonitions` you can put in:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "

Success

\n", + " We got this done after all!\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "

Warning

\n", + " Be careful!\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "

Danger

\n", + " Scary stuff be here.\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We also suggest checking out Jupyter Book's [brief demonstration](https://jupyterbook.org/content/metadata.html#jupyter-cell-tags) on adding cell tags to your cells in Jupyter Notebook, Lab, or manually. Using these cell tags can allow you to [customize](https://jupyterbook.org/interactive/hiding.html) how your code content is displayed and even [demonstrate errors](https://jupyterbook.org/content/execute.html#dealing-with-code-that-raises-errors) without altogether crashing our loyal army of machines!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Summary\n", + "Add one final `---` marking the end of your body of content, and then conclude with a brief single paragraph summarizing at a high level the key pieces that were learned and how they tied to your objectives. Look to reiterate what the most important takeaways were.\n", + "\n", + "### What's next?\n", + "Let Jupyter book tie this to the next (sequential) piece of content that people could move on to down below and in the sidebar. However, if this page uniquely enables your reader to tackle other nonsequential concepts throughout this book, or even external content, link to it here!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Resources and references\n", + "Finally, be rigorous in your citations and references as necessary. Give credit where credit is due. Also, feel free to link to relevant external material, further reading, documentation, etc. Then you're done! Give yourself a quick review, a high five, and send us a pull request. A few final notes:\n", + " - `Kernel > Restart Kernel and Run All Cells...` to confirm that your notebook will cleanly run from start to finish\n", + " - `Kernel > Restart Kernel and Clear All Outputs...` before committing your notebook, our machines will do the heavy lifting\n", + " - Take credit! Provide author contact information if you'd like; if so, consider adding information here at the bottom of your notebook\n", + " - Give credit! Attribute appropriate authorship for referenced code, information, images, etc.\n", + " - Only include what you're legally allowed: **no copyright infringement or plagiarism**\n", + " \n", + "Thank you for your contribution!" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.8" + }, + "nbdime-conflicts": { + "local_diff": [ + { + "diff": [ + { + "diff": [ + { + "key": 0, + "op": "addrange", + "valuelist": [ + "Python 3" + ] + }, + { + "key": 0, + "length": 1, + "op": "removerange" + } + ], + "key": "display_name", + "op": "patch" + } + ], + "key": "kernelspec", + "op": "patch" + } + ], + "remote_diff": [ + { + "diff": [ + { + "diff": [ + { + "key": 0, + "op": "addrange", + "valuelist": [ + "Python3" + ] + }, + { + "key": 0, + "length": 1, + "op": "removerange" + } + ], + "key": "display_name", + "op": "patch" + } + ], + "key": "kernelspec", + "op": "patch" + } + ] + }, + "toc-autonumbering": false + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/notebooks/wavelet-introduction/wavelet-basics.ipynb b/notebooks/wavelet-introduction/wavelet-basics.ipynb new file mode 100644 index 0000000..cfba9db --- /dev/null +++ b/notebooks/wavelet-introduction/wavelet-basics.ipynb @@ -0,0 +1,358 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's start here! If you can directly link to an image relevant to your notebook, such as [canonical logos](https://github.com/numpy/numpy/blob/main/doc/source/_static/numpylogo.svg), do so here at the top of your notebook. You can do this with Markdown syntax,\n", + "\n", + "> `![](http://link.com/to/image.png \"image alt text\")`\n", + "\n", + "or edit this cell to see raw HTML `img` demonstration. This is preferred if you need to shrink your embedded image. **Either way be sure to include `alt` text for any embedded images to make your content more accessible.**\n", + "\n", + "\"Project" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Wavelet Basics\n", + "\n", + "Next, title your notebook appropriately with a top-level Markdown header, `#`. Do not use this level header anywhere else in the notebook. Our book build process will use this title in the navbar, table of contents, etc. Keep it short, keep it descriptive. Follow this with a `---` cell to visually distinguish the transition to the prerequisites section." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Overview\n", + "If you have an introductory paragraph, lead with it here! Keep it short and tied to your material, then be sure to continue into the required list of topics below,\n", + "\n", + "1. This is a numbered list of the specific topics\n", + "1. These should map approximately to your main sections of content\n", + "1. Or each second-level, `##`, header in your notebook\n", + "1. Keep the size and scope of your notebook in check\n", + "1. And be sure to let the reader know up front the important concepts they'll be leaving with" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Prerequisites\n", + "This section was inspired by [this template](https://github.com/alan-turing-institute/the-turing-way/blob/master/book/templates/chapter-template/chapter-landing-page.md) of the wonderful [The Turing Way](https://the-turing-way.netlify.app) Jupyter Book.\n", + "\n", + "Following your overview, tell your reader what concepts, packages, or other background information they'll **need** before learning your material. Tie this explicitly with links to other pages here in Foundations or to relevant external resources. Remove this body text, then populate the Markdown table, denoted in this cell with `|` vertical brackets, below, and fill out the information following. In this table, lay out prerequisite concepts by explicitly linking to other Foundations material or external resources, or describe generally helpful concepts.\n", + "\n", + "Label the importance of each concept explicitly as **helpful/necessary**.\n", + "\n", + "| Concepts | Importance | Notes |\n", + "| --- | --- | --- |\n", + "| [Intro to Cartopy](https://foundations.projectpythia.org/core/cartopy/cartopy.html) | Necessary | |\n", + "| [Understanding of NetCDF](https://foundations.projectpythia.org/core/data-formats/netcdf-cf.html) | Helpful | Familiarity with metadata structure |\n", + "| Project management | Helpful | |\n", + "\n", + "- **Time to learn**: estimate in minutes. For a rough idea, use 5 mins per subsection, 10 if longer; add these up for a total. Safer to round up and overestimate.\n", + "- **System requirements**:\n", + " - Populate with any system, version, or non-Python software requirements if necessary\n", + " - Otherwise use the concepts table above and the Imports section below to describe required packages as necessary\n", + " - If no extra requirements, remove the **System requirements** point altogether" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Imports\n", + "Begin your body of content with another `---` divider before continuing into this section, then remove this body text and populate the following code cell with all necessary Python imports **up-front**:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import sys" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Your first content section" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This is where you begin your first section of material, loosely tied to your objectives stated up front. Tie together your notebook as a narrative, with interspersed Markdown text, images, and more as necessary," + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# as well as any and all of your code cells\n", + "print(\"Hello world!\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### A content subsection\n", + "Divide and conquer your objectives with Markdown subsections, which will populate the helpful navbar in Jupyter Lab and here on the Jupyter Book!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# some subsection code\n", + "new = \"helpful information\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Another content subsection\n", + "Keep up the good work! A note, *try to avoid using code comments as narrative*, and instead let them only exist as brief clarifications where necessary." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Your second content section\n", + "Here we can move on to our second objective, and we can demonstrate" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Subsection to the second section\n", + "\n", + "#### a quick demonstration\n", + "\n", + "##### of further and further\n", + "\n", + "###### header levels" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "as well $m = a * t / h$ text! Similarly, you have access to other $\\LaTeX$ equation [**functionality**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Typesetting%20Equations.html) via MathJax (demo below from link),\n", + "\n", + "\\begin{align}\n", + "\\dot{x} & = \\sigma(y-x) \\\\\n", + "\\dot{y} & = \\rho x - y - xz \\\\\n", + "\\dot{z} & = -\\beta z + xy\n", + "\\end{align}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Check out [**any number of helpful Markdown resources**](https://www.markdownguide.org/basic-syntax/) for further customizing your notebooks and the [**Jupyter docs**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Working%20With%20Markdown%20Cells.html) for Jupyter-specific formatting information. Don't hesitate to ask questions if you have problems getting it to look *just right*." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Last Section\n", + "\n", + "If you're comfortable, and as we briefly used for our embedded logo up top, you can embed raw html into Jupyter Markdown cells (edit to see):" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "

Info

\n", + " Your relevant information here!\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Feel free to copy this around and edit or play around with yourself. Some other `admonitions` you can put in:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "

Success

\n", + " We got this done after all!\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "

Warning

\n", + " Be careful!\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "

Danger

\n", + " Scary stuff be here.\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We also suggest checking out Jupyter Book's [brief demonstration](https://jupyterbook.org/content/metadata.html#jupyter-cell-tags) on adding cell tags to your cells in Jupyter Notebook, Lab, or manually. Using these cell tags can allow you to [customize](https://jupyterbook.org/interactive/hiding.html) how your code content is displayed and even [demonstrate errors](https://jupyterbook.org/content/execute.html#dealing-with-code-that-raises-errors) without altogether crashing our loyal army of machines!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Summary\n", + "Add one final `---` marking the end of your body of content, and then conclude with a brief single paragraph summarizing at a high level the key pieces that were learned and how they tied to your objectives. Look to reiterate what the most important takeaways were.\n", + "\n", + "### What's next?\n", + "Let Jupyter book tie this to the next (sequential) piece of content that people could move on to down below and in the sidebar. However, if this page uniquely enables your reader to tackle other nonsequential concepts throughout this book, or even external content, link to it here!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Resources and references\n", + "Finally, be rigorous in your citations and references as necessary. Give credit where credit is due. Also, feel free to link to relevant external material, further reading, documentation, etc. Then you're done! Give yourself a quick review, a high five, and send us a pull request. A few final notes:\n", + " - `Kernel > Restart Kernel and Run All Cells...` to confirm that your notebook will cleanly run from start to finish\n", + " - `Kernel > Restart Kernel and Clear All Outputs...` before committing your notebook, our machines will do the heavy lifting\n", + " - Take credit! Provide author contact information if you'd like; if so, consider adding information here at the bottom of your notebook\n", + " - Give credit! Attribute appropriate authorship for referenced code, information, images, etc.\n", + " - Only include what you're legally allowed: **no copyright infringement or plagiarism**\n", + " \n", + "Thank you for your contribution!" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.8" + }, + "nbdime-conflicts": { + "local_diff": [ + { + "diff": [ + { + "diff": [ + { + "key": 0, + "op": "addrange", + "valuelist": [ + "Python 3" + ] + }, + { + "key": 0, + "length": 1, + "op": "removerange" + } + ], + "key": "display_name", + "op": "patch" + } + ], + "key": "kernelspec", + "op": "patch" + } + ], + "remote_diff": [ + { + "diff": [ + { + "diff": [ + { + "key": 0, + "op": "addrange", + "valuelist": [ + "Python3" + ] + }, + { + "key": 0, + "length": 1, + "op": "removerange" + } + ], + "key": "display_name", + "op": "patch" + } + ], + "key": "kernelspec", + "op": "patch" + } + ] + }, + "toc-autonumbering": false + }, + "nbformat": 4, + "nbformat_minor": 4 +} From 0a0224fc9162bd8d9bfe0717b7308256202814f9 Mon Sep 17 00:00:00 2001 From: cyschneck <22159116+cyschneck@users.noreply.github.com> Date: Tue, 18 Jun 2024 16:45:57 -0600 Subject: [PATCH 04/12] example cookbooks --- _toc.yml | 2 + .../example-workflows/jingle-bells.ipynb | 159 ++++-- notebooks/example-workflows/nino3.ipynb | 358 +++++++++++++ notebooks/example-workflows/spy-keypad.ipynb | 358 +++++++++++++ .../wavelet-introduction/jingle_bells.wav | Bin 0 -> 314026 bytes .../wavelet-introduction/wavelet-basics.ipynb | 478 ++++++++++++++++-- 6 files changed, 1262 insertions(+), 93 deletions(-) create mode 100644 notebooks/example-workflows/nino3.ipynb create mode 100644 notebooks/example-workflows/spy-keypad.ipynb create mode 100644 notebooks/wavelet-introduction/jingle_bells.wav diff --git a/_toc.yml b/_toc.yml index 3abbd7a..4725260 100644 --- a/_toc.yml +++ b/_toc.yml @@ -10,3 +10,5 @@ parts: - caption: Example Workflows chapters: - file: notebooks/example-workflows/jingle-bells + - file: notebooks/example-workflows/spy-sounds + - file: notebooks/example-workflows/nino3 diff --git a/notebooks/example-workflows/jingle-bells.ipynb b/notebooks/example-workflows/jingle-bells.ipynb index f13f68a..3a296dc 100644 --- a/notebooks/example-workflows/jingle-bells.ipynb +++ b/notebooks/example-workflows/jingle-bells.ipynb @@ -17,9 +17,11 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Audio Processing and Jingle Bells\n", + "# PyWavelets and Jingle Bells\n", "\n", - "Next, title your notebook appropriately with a top-level Markdown header, `#`. Do not use this level header anywhere else in the notebook. Our book build process will use this title in the navbar, table of contents, etc. Keep it short, keep it descriptive. Follow this with a `---` cell to visually distinguish the transition to the prerequisites section." + "Wavelet analysis is accomplished in Python via external package. PyWavelets is an open source Python package for applying wavelet analysis. \n", + "\n", + "[PyWavelets: pywt.cwt](https://pywavelets.readthedocs.io/en/latest/ref/cwt.html#pywt.cwt)" ] }, { @@ -36,11 +38,11 @@ "## Overview\n", "If you have an introductory paragraph, lead with it here! Keep it short and tied to your material, then be sure to continue into the required list of topics below,\n", "\n", - "1. This is a numbered list of the specific topics\n", - "1. These should map approximately to your main sections of content\n", - "1. Or each second-level, `##`, header in your notebook\n", - "1. Keep the size and scope of your notebook in check\n", - "1. And be sure to let the reader know up front the important concepts they'll be leaving with" + "1. Prerequisites\n", + "2. Background\n", + "3. PyWavelets Overview\n", + "4. Wavelet Power Spectrum\n", + "5. Wavelet Phase Spectrum" ] }, { @@ -95,91 +97,154 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Your first content section" + "## PyWavelets Overview\n", + "\n", + "[PyWavelets: pywt.cwt](https://pywavelets.readthedocs.io/en/latest/ref/cwt.html#pywt.cwt)\n", + "\n", + "Wavelet analysis is accomplished in Python via external package. PyWavelets is an open source Python package for applying wavelet analysis. \n", + "\n", + "```\n", + "coeffs, freqs = pywt.cwt(data, scales, wavelet, sampling_period)\n", + "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "This is where you begin your first section of material, loosely tied to your objectives stated up front. Tie together your notebook as a narrative, with interspersed Markdown text, images, and more as necessary," - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# as well as any and all of your code cells\n", - "print(\"Hello world!\")" + "### Input Values\n", + "- data: inpt data as a array_like\n", + "- scales: array_like collection of the scales to use (np.arange(s0, jtot, dj))\n", + "- wavelet: name of Mother wavelet\n", + "- sampling_period: optional sampling period for frequencies output" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### A content subsection\n", - "Divide and conquer your objectives with Markdown subsections, which will populate the helpful navbar in Jupyter Lab and here on the Jupyter Book!" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# some subsection code\n", - "new = \"helpful information\"" + "### Return Values\n", + "- coefs: array_like collection of complex number output for wavelet coefficients\n", + "- freqs: array_like collection of frequencies" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Another content subsection\n", - "Keep up the good work! A note, *try to avoid using code comments as narrative*, and instead let them only exist as brief clarifications where necessary." + "### Choosing a Scale\n", + "### Scales vs. Frequency\n", + "\n", + "The range of scales are a combination of s0, dj, and jtot. The musical range of frequenceis range from 261 - 494 Hz\n", + "\n", + "| Note | Freq |\n", + "|--------|--------|\n", + "| A note | 440 hz |\n", + "| B note | 494 hz |\n", + "| C note | 261 hz |\n", + "| D note | 293 hz |\n", + "| E note | 330 hz |\n", + "| F note | 350 hz |\n", + "| G note | 392 hz |\n", + "\n", + "It is good to include a range greater than needed to make clear bands for each frequency\n", + "\n", + "For example, scales from 1 to 40 represent a frequency (Hz) range from 8125 - 208.33 Hz\n", + "\n", + "| Scale | Freq (Hz) |\n", + "|--------|--------|\n", + "| 1 | 8125.00 |\n", + "| 2 | 4062.50 |\n", + "| 3 | 2708.33 |\n", + "| 4 | 2031.25 |\n", + "| 5 | 1625.00 |\n", + "| 6 | 1354.17 |\n", + "| 7 | 1160.71 |\n", + "| 8 | 1015.62 |\n", + "| 9 | 902.78 |\n", + "| 10 | 812.50 |\n", + "| 11 | 738.64 |\n", + "| 12 | 677.08 |\n", + "| 13 | 625.00 |\n", + "| 14 | 580.36 |\n", + "| 15 | 541.67 |\n", + "| 16 | 507.81 |\n", + "| 17 | 477.94 |\n", + "| 18 | 451.39 |\n", + "| 19 | 427.63 |\n", + "| 20 | 406.25 |\n", + "| 21 | 386.90 |\n", + "| 22 | 369.32 |\n", + "| 23 | 353.26 |\n", + "| 24 | 338.54 |\n", + "| 25 | 325.00 |\n", + "| 26 | 312.50 |\n", + "| 27 | 300.93 |\n", + "| 28 | 290.18 |\n", + "| 29 | 280.17 |\n", + "| 30 | 270.83 |\n", + "| 31 | 262.10 |\n", + "| 32 | 253.91 |\n", + "| 33 | 246.21 |\n", + "| 34 | 238.97 |\n", + "| 35 | 232.14 |\n", + "| 36 | 225.69 |\n", + "| 37 | 219.59 |\n", + "| 38 | 213.82 |\n", + "| 39 | 208.33 |\n", + "\n", + "```\n", + "sample_rate, signal_data = wavfile.read('jingle_bells.wav')\n", + "scales = np.arange(1, 40)\n", + "wavelet_coeffs, freqs = pywt.cwt(signal_data, scales, wavelet = \"morl\")\n", + "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Your second content section\n", - "Here we can move on to our second objective, and we can demonstrate" + "## Power Spectrum" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Subsection to the second section\n", + "`wavelet_coeffs` is a complex number with a real and an imaginary number (1 + 2i). The power spectrum plots the real component of the complex number. The real component represents the magntiude of the wavelet coefficient displayed as the absolute value of the coefficients squared\n", "\n", - "#### a quick demonstration\n", + "Wavelet_coeff is a complex number with a real and an imaginary number (1 + 2i). The power spectrum plots the real component of the complex number\n", "\n", - "##### of further and further\n", + "```\n", + "import numpy as np\n", + "real_component = np.log2(np.square(abs(wavelet_coeffs)))\n", + "```\n", "\n", - "###### header levels" + "The real component represents the magntiude of the wavelet coefficient" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "as well $m = a * t / h$ text! Similarly, you have access to other $\\LaTeX$ equation [**functionality**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Typesetting%20Equations.html) via MathJax (demo below from link),\n", - "\n", - "\\begin{align}\n", - "\\dot{x} & = \\sigma(y-x) \\\\\n", - "\\dot{y} & = \\rho x - y - xz \\\\\n", - "\\dot{z} & = -\\beta z + xy\n", - "\\end{align}" + "## Phase Spectrum" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Check out [**any number of helpful Markdown resources**](https://www.markdownguide.org/basic-syntax/) for further customizing your notebooks and the [**Jupyter docs**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Working%20With%20Markdown%20Cells.html) for Jupyter-specific formatting information. Don't hesitate to ask questions if you have problems getting it to look *just right*." + "Wavelet_coeff is a complex numbre with a real and an imaginary number (1 + 2i). The less common phase plot uses the imaginary component of the complex number\n", + "\n", + "```\n", + "import numpy as np\n", + "\n", + "# note: np.angle() returns the angle of a complex argument\n", + "\n", + "imaginary_component = np.angle(wavelet_coeffs)\n", + "```\n", + "\n", + "The imaginary component represents the direction of the wavelet coefficient" ] }, { diff --git a/notebooks/example-workflows/nino3.ipynb b/notebooks/example-workflows/nino3.ipynb new file mode 100644 index 0000000..0d3e6d7 --- /dev/null +++ b/notebooks/example-workflows/nino3.ipynb @@ -0,0 +1,358 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's start here! If you can directly link to an image relevant to your notebook, such as [canonical logos](https://github.com/numpy/numpy/blob/main/doc/source/_static/numpylogo.svg), do so here at the top of your notebook. You can do this with Markdown syntax,\n", + "\n", + "> `![](http://link.com/to/image.png \"image alt text\")`\n", + "\n", + "or edit this cell to see raw HTML `img` demonstration. This is preferred if you need to shrink your embedded image. **Either way be sure to include `alt` text for any embedded images to make your content more accessible.**\n", + "\n", + "\"Project" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Atmospheric Data: nino3\n", + "\n", + "Next, title your notebook appropriately with a top-level Markdown header, `#`. Do not use this level header anywhere else in the notebook. Our book build process will use this title in the navbar, table of contents, etc. Keep it short, keep it descriptive. Follow this with a `---` cell to visually distinguish the transition to the prerequisites section." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Overview\n", + "If you have an introductory paragraph, lead with it here! Keep it short and tied to your material, then be sure to continue into the required list of topics below,\n", + "\n", + "1. This is a numbered list of the specific topics\n", + "1. These should map approximately to your main sections of content\n", + "1. Or each second-level, `##`, header in your notebook\n", + "1. Keep the size and scope of your notebook in check\n", + "1. And be sure to let the reader know up front the important concepts they'll be leaving with" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Prerequisites\n", + "This section was inspired by [this template](https://github.com/alan-turing-institute/the-turing-way/blob/master/book/templates/chapter-template/chapter-landing-page.md) of the wonderful [The Turing Way](https://the-turing-way.netlify.app) Jupyter Book.\n", + "\n", + "Following your overview, tell your reader what concepts, packages, or other background information they'll **need** before learning your material. Tie this explicitly with links to other pages here in Foundations or to relevant external resources. Remove this body text, then populate the Markdown table, denoted in this cell with `|` vertical brackets, below, and fill out the information following. In this table, lay out prerequisite concepts by explicitly linking to other Foundations material or external resources, or describe generally helpful concepts.\n", + "\n", + "Label the importance of each concept explicitly as **helpful/necessary**.\n", + "\n", + "| Concepts | Importance | Notes |\n", + "| --- | --- | --- |\n", + "| [Intro to Cartopy](https://foundations.projectpythia.org/core/cartopy/cartopy.html) | Necessary | |\n", + "| [Understanding of NetCDF](https://foundations.projectpythia.org/core/data-formats/netcdf-cf.html) | Helpful | Familiarity with metadata structure |\n", + "| Project management | Helpful | |\n", + "\n", + "- **Time to learn**: estimate in minutes. For a rough idea, use 5 mins per subsection, 10 if longer; add these up for a total. Safer to round up and overestimate.\n", + "- **System requirements**:\n", + " - Populate with any system, version, or non-Python software requirements if necessary\n", + " - Otherwise use the concepts table above and the Imports section below to describe required packages as necessary\n", + " - If no extra requirements, remove the **System requirements** point altogether" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Imports\n", + "Begin your body of content with another `---` divider before continuing into this section, then remove this body text and populate the following code cell with all necessary Python imports **up-front**:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import sys" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Your first content section" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This is where you begin your first section of material, loosely tied to your objectives stated up front. Tie together your notebook as a narrative, with interspersed Markdown text, images, and more as necessary," + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# as well as any and all of your code cells\n", + "print(\"Hello world!\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### A content subsection\n", + "Divide and conquer your objectives with Markdown subsections, which will populate the helpful navbar in Jupyter Lab and here on the Jupyter Book!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# some subsection code\n", + "new = \"helpful information\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Another content subsection\n", + "Keep up the good work! A note, *try to avoid using code comments as narrative*, and instead let them only exist as brief clarifications where necessary." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Your second content section\n", + "Here we can move on to our second objective, and we can demonstrate" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Subsection to the second section\n", + "\n", + "#### a quick demonstration\n", + "\n", + "##### of further and further\n", + "\n", + "###### header levels" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "as well $m = a * t / h$ text! Similarly, you have access to other $\\LaTeX$ equation [**functionality**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Typesetting%20Equations.html) via MathJax (demo below from link),\n", + "\n", + "\\begin{align}\n", + "\\dot{x} & = \\sigma(y-x) \\\\\n", + "\\dot{y} & = \\rho x - y - xz \\\\\n", + "\\dot{z} & = -\\beta z + xy\n", + "\\end{align}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Check out [**any number of helpful Markdown resources**](https://www.markdownguide.org/basic-syntax/) for further customizing your notebooks and the [**Jupyter docs**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Working%20With%20Markdown%20Cells.html) for Jupyter-specific formatting information. Don't hesitate to ask questions if you have problems getting it to look *just right*." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Last Section\n", + "\n", + "If you're comfortable, and as we briefly used for our embedded logo up top, you can embed raw html into Jupyter Markdown cells (edit to see):" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "

Info

\n", + " Your relevant information here!\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Feel free to copy this around and edit or play around with yourself. Some other `admonitions` you can put in:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "

Success

\n", + " We got this done after all!\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "

Warning

\n", + " Be careful!\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "

Danger

\n", + " Scary stuff be here.\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We also suggest checking out Jupyter Book's [brief demonstration](https://jupyterbook.org/content/metadata.html#jupyter-cell-tags) on adding cell tags to your cells in Jupyter Notebook, Lab, or manually. Using these cell tags can allow you to [customize](https://jupyterbook.org/interactive/hiding.html) how your code content is displayed and even [demonstrate errors](https://jupyterbook.org/content/execute.html#dealing-with-code-that-raises-errors) without altogether crashing our loyal army of machines!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Summary\n", + "Add one final `---` marking the end of your body of content, and then conclude with a brief single paragraph summarizing at a high level the key pieces that were learned and how they tied to your objectives. Look to reiterate what the most important takeaways were.\n", + "\n", + "### What's next?\n", + "Let Jupyter book tie this to the next (sequential) piece of content that people could move on to down below and in the sidebar. However, if this page uniquely enables your reader to tackle other nonsequential concepts throughout this book, or even external content, link to it here!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Resources and references\n", + "Finally, be rigorous in your citations and references as necessary. Give credit where credit is due. Also, feel free to link to relevant external material, further reading, documentation, etc. Then you're done! Give yourself a quick review, a high five, and send us a pull request. A few final notes:\n", + " - `Kernel > Restart Kernel and Run All Cells...` to confirm that your notebook will cleanly run from start to finish\n", + " - `Kernel > Restart Kernel and Clear All Outputs...` before committing your notebook, our machines will do the heavy lifting\n", + " - Take credit! Provide author contact information if you'd like; if so, consider adding information here at the bottom of your notebook\n", + " - Give credit! Attribute appropriate authorship for referenced code, information, images, etc.\n", + " - Only include what you're legally allowed: **no copyright infringement or plagiarism**\n", + " \n", + "Thank you for your contribution!" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.8" + }, + "nbdime-conflicts": { + "local_diff": [ + { + "diff": [ + { + "diff": [ + { + "key": 0, + "op": "addrange", + "valuelist": [ + "Python 3" + ] + }, + { + "key": 0, + "length": 1, + "op": "removerange" + } + ], + "key": "display_name", + "op": "patch" + } + ], + "key": "kernelspec", + "op": "patch" + } + ], + "remote_diff": [ + { + "diff": [ + { + "diff": [ + { + "key": 0, + "op": "addrange", + "valuelist": [ + "Python3" + ] + }, + { + "key": 0, + "length": 1, + "op": "removerange" + } + ], + "key": "display_name", + "op": "patch" + } + ], + "key": "kernelspec", + "op": "patch" + } + ] + }, + "toc-autonumbering": false + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/notebooks/example-workflows/spy-keypad.ipynb b/notebooks/example-workflows/spy-keypad.ipynb new file mode 100644 index 0000000..dad9f26 --- /dev/null +++ b/notebooks/example-workflows/spy-keypad.ipynb @@ -0,0 +1,358 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's start here! If you can directly link to an image relevant to your notebook, such as [canonical logos](https://github.com/numpy/numpy/blob/main/doc/source/_static/numpylogo.svg), do so here at the top of your notebook. You can do this with Markdown syntax,\n", + "\n", + "> `![](http://link.com/to/image.png \"image alt text\")`\n", + "\n", + "or edit this cell to see raw HTML `img` demonstration. This is preferred if you need to shrink your embedded image. **Either way be sure to include `alt` text for any embedded images to make your content more accessible.**\n", + "\n", + "\"Project" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Project Pythia Notebook Template\n", + "\n", + "Next, title your notebook appropriately with a top-level Markdown header, `#`. Do not use this level header anywhere else in the notebook. Our book build process will use this title in the navbar, table of contents, etc. Keep it short, keep it descriptive. Follow this with a `---` cell to visually distinguish the transition to the prerequisites section." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Overview\n", + "If you have an introductory paragraph, lead with it here! Keep it short and tied to your material, then be sure to continue into the required list of topics below,\n", + "\n", + "1. This is a numbered list of the specific topics\n", + "1. These should map approximately to your main sections of content\n", + "1. Or each second-level, `##`, header in your notebook\n", + "1. Keep the size and scope of your notebook in check\n", + "1. And be sure to let the reader know up front the important concepts they'll be leaving with" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Prerequisites\n", + "This section was inspired by [this template](https://github.com/alan-turing-institute/the-turing-way/blob/master/book/templates/chapter-template/chapter-landing-page.md) of the wonderful [The Turing Way](https://the-turing-way.netlify.app) Jupyter Book.\n", + "\n", + "Following your overview, tell your reader what concepts, packages, or other background information they'll **need** before learning your material. Tie this explicitly with links to other pages here in Foundations or to relevant external resources. Remove this body text, then populate the Markdown table, denoted in this cell with `|` vertical brackets, below, and fill out the information following. In this table, lay out prerequisite concepts by explicitly linking to other Foundations material or external resources, or describe generally helpful concepts.\n", + "\n", + "Label the importance of each concept explicitly as **helpful/necessary**.\n", + "\n", + "| Concepts | Importance | Notes |\n", + "| --- | --- | --- |\n", + "| [Intro to Cartopy](https://foundations.projectpythia.org/core/cartopy/cartopy.html) | Necessary | |\n", + "| [Understanding of NetCDF](https://foundations.projectpythia.org/core/data-formats/netcdf-cf.html) | Helpful | Familiarity with metadata structure |\n", + "| Project management | Helpful | |\n", + "\n", + "- **Time to learn**: estimate in minutes. For a rough idea, use 5 mins per subsection, 10 if longer; add these up for a total. Safer to round up and overestimate.\n", + "- **System requirements**:\n", + " - Populate with any system, version, or non-Python software requirements if necessary\n", + " - Otherwise use the concepts table above and the Imports section below to describe required packages as necessary\n", + " - If no extra requirements, remove the **System requirements** point altogether" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Imports\n", + "Begin your body of content with another `---` divider before continuing into this section, then remove this body text and populate the following code cell with all necessary Python imports **up-front**:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import sys" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Your first content section" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This is where you begin your first section of material, loosely tied to your objectives stated up front. Tie together your notebook as a narrative, with interspersed Markdown text, images, and more as necessary," + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# as well as any and all of your code cells\n", + "print(\"Hello world!\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### A content subsection\n", + "Divide and conquer your objectives with Markdown subsections, which will populate the helpful navbar in Jupyter Lab and here on the Jupyter Book!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# some subsection code\n", + "new = \"helpful information\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Another content subsection\n", + "Keep up the good work! A note, *try to avoid using code comments as narrative*, and instead let them only exist as brief clarifications where necessary." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Your second content section\n", + "Here we can move on to our second objective, and we can demonstrate" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Subsection to the second section\n", + "\n", + "#### a quick demonstration\n", + "\n", + "##### of further and further\n", + "\n", + "###### header levels" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "as well $m = a * t / h$ text! Similarly, you have access to other $\\LaTeX$ equation [**functionality**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Typesetting%20Equations.html) via MathJax (demo below from link),\n", + "\n", + "\\begin{align}\n", + "\\dot{x} & = \\sigma(y-x) \\\\\n", + "\\dot{y} & = \\rho x - y - xz \\\\\n", + "\\dot{z} & = -\\beta z + xy\n", + "\\end{align}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Check out [**any number of helpful Markdown resources**](https://www.markdownguide.org/basic-syntax/) for further customizing your notebooks and the [**Jupyter docs**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Working%20With%20Markdown%20Cells.html) for Jupyter-specific formatting information. Don't hesitate to ask questions if you have problems getting it to look *just right*." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Last Section\n", + "\n", + "If you're comfortable, and as we briefly used for our embedded logo up top, you can embed raw html into Jupyter Markdown cells (edit to see):" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "

Info

\n", + " Your relevant information here!\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Feel free to copy this around and edit or play around with yourself. Some other `admonitions` you can put in:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "

Success

\n", + " We got this done after all!\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "

Warning

\n", + " Be careful!\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + "

Danger

\n", + " Scary stuff be here.\n", + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We also suggest checking out Jupyter Book's [brief demonstration](https://jupyterbook.org/content/metadata.html#jupyter-cell-tags) on adding cell tags to your cells in Jupyter Notebook, Lab, or manually. Using these cell tags can allow you to [customize](https://jupyterbook.org/interactive/hiding.html) how your code content is displayed and even [demonstrate errors](https://jupyterbook.org/content/execute.html#dealing-with-code-that-raises-errors) without altogether crashing our loyal army of machines!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Summary\n", + "Add one final `---` marking the end of your body of content, and then conclude with a brief single paragraph summarizing at a high level the key pieces that were learned and how they tied to your objectives. Look to reiterate what the most important takeaways were.\n", + "\n", + "### What's next?\n", + "Let Jupyter book tie this to the next (sequential) piece of content that people could move on to down below and in the sidebar. However, if this page uniquely enables your reader to tackle other nonsequential concepts throughout this book, or even external content, link to it here!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Resources and references\n", + "Finally, be rigorous in your citations and references as necessary. Give credit where credit is due. Also, feel free to link to relevant external material, further reading, documentation, etc. Then you're done! Give yourself a quick review, a high five, and send us a pull request. A few final notes:\n", + " - `Kernel > Restart Kernel and Run All Cells...` to confirm that your notebook will cleanly run from start to finish\n", + " - `Kernel > Restart Kernel and Clear All Outputs...` before committing your notebook, our machines will do the heavy lifting\n", + " - Take credit! Provide author contact information if you'd like; if so, consider adding information here at the bottom of your notebook\n", + " - Give credit! Attribute appropriate authorship for referenced code, information, images, etc.\n", + " - Only include what you're legally allowed: **no copyright infringement or plagiarism**\n", + " \n", + "Thank you for your contribution!" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + }, + "nbdime-conflicts": { + "local_diff": [ + { + "diff": [ + { + "diff": [ + { + "key": 0, + "op": "addrange", + "valuelist": [ + "Python 3" + ] + }, + { + "key": 0, + "length": 1, + "op": "removerange" + } + ], + "key": "display_name", + "op": "patch" + } + ], + "key": "kernelspec", + "op": "patch" + } + ], + "remote_diff": [ + { + "diff": [ + { + "diff": [ + { + "key": 0, + "op": "addrange", + "valuelist": [ + "Python3" + ] + }, + { + "key": 0, + "length": 1, + "op": "removerange" + } + ], + "key": "display_name", + "op": "patch" + } + ], + "key": "kernelspec", + "op": "patch" + } + ] + }, + "toc-autonumbering": false + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/notebooks/wavelet-introduction/jingle_bells.wav b/notebooks/wavelet-introduction/jingle_bells.wav new file mode 100644 index 0000000000000000000000000000000000000000..d76ee96d2a2bbedc6bc72c628d537ae8e111bd8f GIT binary patch literal 314026 zcmeF))ms$r!^iO@mhP4>p`et2h=39jA_5{HAWC<4FSR?fOLup7NQzP-sfd6W2q>YT zBHhgr4}Zn);JNP0Q;$Yv{MRK?EK=Q14vfgrf}MaPdoT-HJ$ z2oZD$8%rNc%*F39Kg-=y*%!Q2`tvo>9N7ald-9Q^Kj+csio1Q30;>_rMaQ>Kn^t>? 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z&*9(C;or~U-_POS&*9(C;or~U-_POa;o#@t;OF7s=i%Vz;o#@t;OF7s=iA}u+u`Ti z;pf}o=iA}u+u`Ti;pf}o`)crgHTb?7d|wT|uLj>&gYT=s_toJ0=kWb=`2IP3{~W%5 z4&OhA@1Mi>&*428cuxl2lY#eS;5`|5PX^wTf%oCyeK>d@4&H}@_u=4uICvip-iL$t zUg5o0c<&Y7dxiI2;k{RQ?-kyAh49N2iJGf*A Wm+at@9bB@5OLlO{?*Dzs?*9O`eiOC; literal 0 HcmV?d00001 diff --git a/notebooks/wavelet-introduction/wavelet-basics.ipynb b/notebooks/wavelet-introduction/wavelet-basics.ipynb index cfba9db..95dc2a1 100644 --- a/notebooks/wavelet-introduction/wavelet-basics.ipynb +++ b/notebooks/wavelet-introduction/wavelet-basics.ipynb @@ -4,22 +4,16 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let's start here! If you can directly link to an image relevant to your notebook, such as [canonical logos](https://github.com/numpy/numpy/blob/main/doc/source/_static/numpylogo.svg), do so here at the top of your notebook. You can do this with Markdown syntax,\n", - "\n", - "> `![](http://link.com/to/image.png \"image alt text\")`\n", - "\n", - "or edit this cell to see raw HTML `img` demonstration. This is preferred if you need to shrink your embedded image. **Either way be sure to include `alt` text for any embedded images to make your content more accessible.**\n", - "\n", - "\"Project" + "

\n", + " \"Demo\n", + "

" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "# Wavelet Basics\n", - "\n", - "Next, title your notebook appropriately with a top-level Markdown header, `#`. Do not use this level header anywhere else in the notebook. Our book build process will use this title in the navbar, table of contents, etc. Keep it short, keep it descriptive. Follow this with a `---` cell to visually distinguish the transition to the prerequisites section." + "# Wavelet Basics" ] }, { @@ -34,13 +28,29 @@ "metadata": {}, "source": [ "## Overview\n", - "If you have an introductory paragraph, lead with it here! Keep it short and tied to your material, then be sure to continue into the required list of topics below,\n", "\n", - "1. This is a numbered list of the specific topics\n", - "1. These should map approximately to your main sections of content\n", - "1. Or each second-level, `##`, header in your notebook\n", - "1. Keep the size and scope of your notebook in check\n", - "1. And be sure to let the reader know up front the important concepts they'll be leaving with" + "Time-series data refers to when data is collected over time, making the order of the data collection and not just the value important. Time-series data can include anything from atmospheric data over a year where the maximum and minimum values corresponds to specific days in a year.\n", + "\n", + "For the purpose of an example, imagine a short piece of music. Each note in the piece can be any note from A to F. Each note varies based on frequency to produce different pitches and notes. Frequency measures the amount of cycles over a single second. A higher frequency is associated with a higher pitch, like an A note, while a lower frequency is associated with a lower pitch, like a C notes.\n", + "\n", + "| Note | Freq |\n", + "|--------|--------|\n", + "| A note | 440 hz |\n", + "| B note | 494 hz |\n", + "| C note | 261 hz |\n", + "| D note | 293 hz |\n", + "| E note | 330 hz |\n", + "| F note | 350 hz |\n", + "| G note | 392 hz |\n", + "\n", + "However, just graphing that a B and a D note appear in the piece does not encapulsate all the information. What is the order? BDDB is very different from DDDDBD. This is the importance of time and order in data that is lost in first passes of signal processing with tools like Fourier Transform.\n", + "\n", + "1. Prerequistites\n", + "2. Background\n", + "3. Load Wav File for Audio\n", + "4. Fourier Transform - Frequency, but not Time\n", + "5. Wavelet Terminology\n", + "6. Wavelet Transform - Frequency and Time" ] }, { @@ -48,17 +58,14 @@ "metadata": {}, "source": [ "## Prerequisites\n", - "This section was inspired by [this template](https://github.com/alan-turing-institute/the-turing-way/blob/master/book/templates/chapter-template/chapter-landing-page.md) of the wonderful [The Turing Way](https://the-turing-way.netlify.app) Jupyter Book.\n", - "\n", - "Following your overview, tell your reader what concepts, packages, or other background information they'll **need** before learning your material. Tie this explicitly with links to other pages here in Foundations or to relevant external resources. Remove this body text, then populate the Markdown table, denoted in this cell with `|` vertical brackets, below, and fill out the information following. In this table, lay out prerequisite concepts by explicitly linking to other Foundations material or external resources, or describe generally helpful concepts.\n", - "\n", "Label the importance of each concept explicitly as **helpful/necessary**.\n", "\n", "| Concepts | Importance | Notes |\n", "| --- | --- | --- |\n", - "| [Intro to Cartopy](https://foundations.projectpythia.org/core/cartopy/cartopy.html) | Necessary | |\n", - "| [Understanding of NetCDF](https://foundations.projectpythia.org/core/data-formats/netcdf-cf.html) | Helpful | Familiarity with metadata structure |\n", - "| Project management | Helpful | |\n", + "| [Intro to Matplotlib](https://foundations.projectpythia.org/core/matplotlib/matplotlib-basics.html) | Necessary | Plotting on a data |\n", + "| [Intro to Pandas](https://foundations.projectpythia.org/core/pandas/pandas.html) | Necessary | Familiarity with working with dataframes |\n", + "| [Intro to Numpy]| Necessary | Familiarity with working with arrays |\n", + "| [Intro to SciPy] | Helpful | Familiarity with working with wave files and FFT |\n", "\n", "- **Time to learn**: estimate in minutes. For a rough idea, use 5 mins per subsection, 10 if longer; add these up for a total. Safer to round up and overestimate.\n", "- **System requirements**:\n", @@ -78,41 +85,343 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Imports\n", - "Begin your body of content with another `---` divider before continuing into this section, then remove this body text and populate the following code cell with all necessary Python imports **up-front**:" + "## Imports" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ - "import sys" + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "from scipy.fftpack import fft, fftfreq\n", + "from scipy.io import wavfile\n", + "import math\n", + "import pywt # PyWavelets\n", + "plt.style.use('dark_background')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Your first content section" + "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "This is where you begin your first section of material, loosely tied to your objectives stated up front. Tie together your notebook as a narrative, with interspersed Markdown text, images, and more as necessary," + "## Background" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Sample Rate: 10000\n", + "duration = 15.6991 seconds (sample rate and audioBuffer = 156991 / 10000)\n", + "len of audio file = 156991\n", + "Total Length in time = 156991\n" + ] + } + ], + "source": [ + "# Load .wav file data\n", + "sample_rate, signal_data = wavfile.read('jingle_bells.wav')\n", + "\n", + "# Frequency determines the chord\n", + "\n", + "duration = len(signal_data) / sample_rate\n", + "time = np.arange(0, duration, 1/sample_rate) \n", + "\n", + "print(f\"Sample Rate: {sample_rate}\")\n", + "print(f\"duration = {duration} seconds (sample rate and audioBuffer = {len(signal_data)} / {sample_rate})\")\n", + "print(f\"len of audio file = {len(signal_data)}\")\n", + "print(f\"Total Length in time = {len(time)}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot .wav file\n", + "fig, ax = plt.subplots(figsize=(8, 8))\n", + "fig = plt.plot(signal_df[\"time (seconds)\"], signal_df[\"amplitude\"])\n", + "plt.title(\"Small Sample of Audio File\")\n", + "ax.set_xlim(signal_df[\"time (seconds)\"][100], signal_df[\"time (seconds)\"][400])\n", + "plt.xlabel(\"Time (seconds)\")\n", + "plt.ylabel(\"Amplitude\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "A note 440 hz\n", + "B note 494 hz\n", + "C note 261 hz\n", + "D note 293 hz\n", + "E note 330 hz\n", + "F note 350 hz\n", + "G note 392 hz\n" + ] + } + ], + "source": [ + "# note frequency in hz\n", + "a_freq = 440\n", + "print(f\"A note {a_freq} hz\")\n", + "b_freq = 494\n", + "print(f\"B note {b_freq} hz\")\n", + "c_freq = 261\n", + "print(f\"C note {c_freq} hz\")\n", + "d_freq = 293\n", + "print(f\"D note {d_freq} hz\")\n", + "e_freq = 330\n", + "print(f\"E note {e_freq} hz\")\n", + "f_freq = 350\n", + "print(f\"F note {f_freq} hz\")\n", + "g_freq = 392\n", + "print(f\"G note {g_freq} hz\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Fourier Transform - Frequency, but not Time" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Advantages (and Disadvantages) of Fourier Transform\n", + "\n", + "The first step of processing new data includes developing a basic understanding of the kinds of frequencies that are present. Are there prevailing patterns? Is one frequency more dominant? How much of the dominant frequencies overcome background noise?\n", + "\n", + "Fourier Transform is a tool that can be used to pull out frequencies from raw data. For a musical example, a Fourier Transform will return the frequencies of all the notes that are present. Jingle Bells is a simple muiscal piece that is taught to beginners and children since it can be entirely played with one hand: \n", + "\n", + "\"Jingle Bells, Jingle Bells, Jingle All the Way\" as EEE EEE EGCDE" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Collect Fast Fourier Transform Data\n", + "fourier_transform = abs(fft(signal_data))\n", + "freqs = fftfreq(len(fourier_transform), (1/sample_rate))\n", + "\n", + "# Plot Frequency Prevelance\n", + "fig, ax = plt.subplots(figsize=(8, 8))\n", + "plt.plot(freqs, fourier_transform)\n", + "# Only plot positive Frequencies (hz) in range of notes (200-600)\n", + "ax.set_xlim(left=200, right=500) \n", + "plt.title(\"Signal Frequency Prevelance (FFT)\")\n", + "plt.xlabel('Frequency (Hz)')\n", + "plt.ylabel('Amplitude')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot Frequency Prevelance with Note Overview\n", + "fig, ax = plt.subplots(figsize=(8, 8))\n", + "plt.plot(freqs, fourier_transform)\n", + "# Only plot positive Frequencies (hz) in range of notes (200-600)\n", + "ax.set_xlim(left=200, right=500) \n", + "# A note: 440 hz\n", + "plt.axvline(x=a_freq, color=\"red\", label=\"A\",alpha=0.5)\n", + "# B Note: 494 hz\n", + "plt.axvline(x=b_freq, color=\"red\", label=\"B\",alpha=0.5)\n", + "# C Note: 261 hz\n", + "plt.axvline(x=c_freq, color=\"red\", label=\"C\",alpha=0.5)\n", + "# D Note: 293 hz\n", + "plt.axvline(x=d_freq, color=\"red\", label=\"D\",alpha=0.5)\n", + "# E Note: 330 hz\n", + "plt.axvline(x=e_freq, color=\"red\", label=\"E\",alpha=0.5)\n", + "# F Note: 350 hz\n", + "plt.axvline(x=f_freq, color=\"red\", label=\"F\",alpha=0.5)\n", + "# G Note: 392 hz\n", + "plt.axvline(x=g_freq, color=\"red\", label=\"G\",alpha=0.5)\n", + "plt.title(\"Signal Frequency Prevelance (FFT)\")\n", + "plt.xlabel('Frequency (Hz)')\n", + "plt.ylabel('Amplitude')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "# as well as any and all of your code cells\n", - "print(\"Hello world!\")" + "# Plot Frequency Prevelance with Note Overview\n", + "fig, ax = plt.subplots(figsize=(8, 8))\n", + "plt.plot(freqs, fourier_transform)\n", + "# Only plot positive Frequencies (hz) in range of notes (200-600)\n", + "ax.set_xlim(left=200, right=500) \n", + "# C Note: 261 hz\n", + "plt.axvline(x=c_freq, color=\"red\", label=\"C\",alpha=0.5)\n", + "# D Note: 293 hz\n", + "plt.axvline(x=d_freq, color=\"red\", label=\"D\",alpha=0.5)\n", + "# E Note: 330 hz\n", + "plt.axvline(x=e_freq, color=\"red\", label=\"E\",alpha=0.5)\n", + "# G Note: 391 hz\n", + "plt.axvline(x=g_freq, color=\"red\", label=\"G\",alpha=0.5)\n", + "plt.title(\"Signal Frequency Prevelance (FFT)\")\n", + "plt.xlabel('Frequency (Hz)')\n", + "plt.ylabel('Amplitude')\n", + "plt.legend()\n", + "plt.show()" ] }, { @@ -145,41 +454,118 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Your second content section\n", - "Here we can move on to our second objective, and we can demonstrate" + "## Wavelet Terminology" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Subsection to the second section\n", + "## Wavelet Inputs\n", "\n", - "#### a quick demonstration\n", + "- x: Input time-series data (for example: musical note frequency over time)\n", + "- wavelet: name of the mother wavelet\n", + "- dt: sampling period/rate (time between each y-value)\n", + "- s0: smallest scale\n", + "- dj: spacing between each scale\n", + "- jtot: largest scale" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Time-Series Data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Mother Wavelet\n", + "Wavelets are a powerful tool for signal and time-series data. While Fourier Transforms are a common method of signal analysis, they only return the information about the frequency of the signal and not when the frequencies occur or their duration. Due to Heisenberg's Uncertainty Principle, it is impossible to know both the exact frequency and the exact time that the frequency occurs in a signal. Wavelet transform provide a solution for returning both the frequency and time by reducing the precision of the frequency.\n", "\n", - "##### of further and further\n", + "While a Fourier Transform uses various sine waves to match possible frequencies in a signal, a wavelet is a short wave of with various shapes to match possible frequencies and frequency ranges. A wavelet is a small wave over a finite length of time. There are many possible wavelet forms to use. Each type of wavelet is sensitive to a range of possible signals.\n", "\n", - "###### header levels" + "If a wavelet is made to match the the frequency of an A note for the duration of a second, then it would be possible to match any A notes present in the musical notes that last at least one second." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# https://pywavelets.readthedocs.io/en/latest/ref/cwt.html\n", + "wavlist = pywt.wavelist(kind=\"continuous\")\n", + "cols = 3\n", + "rows = (len(wavlist) + cols - 1) // cols\n", + "fig, axs = plt.subplots(rows, cols, figsize=(10, 10),\n", + " sharex=True, sharey=True)\n", + "for ax, wavelet in zip(axs.flatten(), wavlist):\n", + " # A few wavelet families require parameters in the string name\n", + " if wavelet in ['cmor', 'shan']:\n", + " wavelet += '1-1'\n", + " elif wavelet == 'fbsp':\n", + " wavelet += '1-1.5-1.0'\n", + "\n", + " [psi, x] = pywt.ContinuousWavelet(wavelet).wavefun(10)\n", + " ax.plot(x, np.real(psi), label=\"real\")\n", + " ax.plot(x, np.imag(psi), label=\"imag\")\n", + " ax.set_title(wavelet)\n", + " ax.set_xlim([-5, 5])\n", + " ax.set_ylim([-0.8, 1])\n", + "\n", + "ax.legend(loc=\"upper right\")\n", + "plt.suptitle(\"Available wavelets for CWT\")\n", + "plt.tight_layout()\n", + "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "as well $m = a * t / h$ text! Similarly, you have access to other $\\LaTeX$ equation [**functionality**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Typesetting%20Equations.html) via MathJax (demo below from link),\n", + "### Daughter Wavelet\n", "\n", - "\\begin{align}\n", - "\\dot{x} & = \\sigma(y-x) \\\\\n", - "\\dot{y} & = \\rho x - y - xz \\\\\n", - "\\dot{z} & = -\\beta z + xy\n", - "\\end{align}" + "A mother wavelet represents the basic wavelet shape that is transformed into varied scaled copies known as daughter wavelets. The daughter wavelets are shifted along the entire signal to match possible frequencies over a finite period of time." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Check out [**any number of helpful Markdown resources**](https://www.markdownguide.org/basic-syntax/) for further customizing your notebooks and the [**Jupyter docs**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Working%20With%20Markdown%20Cells.html) for Jupyter-specific formatting information. Don't hesitate to ask questions if you have problems getting it to look *just right*." + "### Scales\n", + "\n", + "Wavelet matches various frequencies by stretching and shrinking the mother wavelet based on a range of possible scales.\n", + "\n", + "- Streched Wavelet: A large wavelet will capture large features, low frequencies, slow changing frequencies\n", + "- Shrunk Wavelet: A small wavelet will capture small features and high frequencies, sudden changing frequencies" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Sampling Period\n", + "\n", + "The sampling period (matching the sample rate in audio) is hertz when measuring in seconds." ] }, { From 566ae884f40f646d455259f22ad7b93974f0b302 Mon Sep 17 00:00:00 2001 From: cyschneck <22159116+cyschneck@users.noreply.github.com> Date: Thu, 20 Jun 2024 16:02:44 -0600 Subject: [PATCH 05/12] update environment.yml --- environment.yml | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/environment.yml b/environment.yml index c631642..d946521 100644 --- a/environment.yml +++ b/environment.yml @@ -5,3 +5,8 @@ dependencies: - jupyter-book - jupyterlab - sphinx-pythia-theme + - numpy + - matplotlib + - pandas + - scipy + - pywavelets From e5e217f760700c0576b4d8d1ac7df83ae5fdde9e Mon Sep 17 00:00:00 2001 From: cyschneck <22159116+cyschneck@users.noreply.github.com> Date: Mon, 24 Jun 2024 15:51:43 -0600 Subject: [PATCH 06/12] setup nino3 notebook --- environment.yml | 1 + .../jingle_bells.wav | Bin notebooks/data/mystery_signal.wav | Bin 0 -> 120044 bytes .../example-workflows/jingle-bells.ipynb | 21 +- notebooks/example-workflows/nino3.ipynb | 299 ++++++++++++++---- notebooks/example-workflows/spy-keypad.ipynb | 18 +- .../wavelet-introduction/wavelet-basics.ipynb | 77 ++--- 7 files changed, 296 insertions(+), 120 deletions(-) rename notebooks/{wavelet-introduction => data}/jingle_bells.wav (100%) create mode 100644 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template](https://github.com/alan-turing-institute/the-turing-way/blob/master/book/templates/chapter-template/chapter-landing-page.md) of the wonderful [The Turing Way](https://the-turing-way.netlify.app) Jupyter Book.\n", - "\n", - "Following your overview, tell your reader what concepts, packages, or other background information they'll **need** before learning your material. Tie this explicitly with links to other pages here in Foundations or to relevant external resources. Remove this body text, then populate the Markdown table, denoted in this cell with `|` vertical brackets, below, and fill out the information following. In this table, lay out prerequisite concepts by explicitly linking to other Foundations material or external resources, or describe generally helpful concepts.\n", - "\n", - "Label the importance of each concept explicitly as **helpful/necessary**.\n", "\n", "| Concepts | Importance | Notes |\n", "| --- | --- | --- |\n", - "| [Intro to Cartopy](https://foundations.projectpythia.org/core/cartopy/cartopy.html) | Necessary | |\n", - "| [Understanding of NetCDF](https://foundations.projectpythia.org/core/data-formats/netcdf-cf.html) | Helpful | Familiarity with metadata structure |\n", - "| Project management | Helpful | |\n", + "| [Wavelet Basics](https://projectpythia.org/wavelet-cookbook/notebooks/wavelet-introduction/wavelet-basics.html) | Necessary | Wavelet Terminology |\n", + "| [Intro to Matplotlib](https://foundations.projectpythia.org/core/matplotlib/matplotlib-basics.html) | Necessary | Plotting on a data |\n", + "| [Intro to Numpy](https://foundations.projectpythia.org/core/numpy/numpy-basics.html)| Necessary | Familiarity with working with arrays |\n", + "\n", "\n", "- **Time to learn**: estimate in minutes. For a rough idea, use 5 mins per subsection, 10 if longer; add these up for a total. Safer to round up and overestimate.\n", "- **System requirements**:\n", @@ -76,6 +72,13 @@ "---" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Background" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -86,7 +89,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ diff --git a/notebooks/example-workflows/nino3.ipynb b/notebooks/example-workflows/nino3.ipynb index 0d3e6d7..187b4dd 100644 --- a/notebooks/example-workflows/nino3.ipynb +++ b/notebooks/example-workflows/nino3.ipynb @@ -4,22 +4,16 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let's start here! If you can directly link to an image relevant to your notebook, such as [canonical logos](https://github.com/numpy/numpy/blob/main/doc/source/_static/numpylogo.svg), do so here at the top of your notebook. You can do this with Markdown syntax,\n", - "\n", - "> `![](http://link.com/to/image.png \"image alt text\")`\n", - "\n", - "or edit this cell to see raw HTML `img` demonstration. This is preferred if you need to shrink your embedded image. **Either way be sure to include `alt` text for any embedded images to make your content more accessible.**\n", - "\n", - "\"Project" + "

\n", + " \"Weekly\n", + "

" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "# Atmospheric Data: nino3\n", - "\n", - "Next, title your notebook appropriately with a top-level Markdown header, `#`. Do not use this level header anywhere else in the notebook. Our book build process will use this title in the navbar, table of contents, etc. Keep it short, keep it descriptive. Follow this with a `---` cell to visually distinguish the transition to the prerequisites section." + "# Atmospheric Data: Nino 3 SST Index" ] }, { @@ -34,13 +28,15 @@ "metadata": {}, "source": [ "## Overview\n", - "If you have an introductory paragraph, lead with it here! Keep it short and tied to your material, then be sure to continue into the required list of topics below,\n", + "Generating a wavelet power and phase spectrum from the time-series data [Nino 3 SST Index](https://psl.noaa.gov/gcos_wgsp/Timeseries/Nino3/)\n", "\n", - "1. This is a numbered list of the specific topics\n", - "1. These should map approximately to your main sections of content\n", - "1. Or each second-level, `##`, header in your notebook\n", - "1. Keep the size and scope of your notebook in check\n", - "1. And be sure to let the reader know up front the important concepts they'll be leaving with" + "1. Prerequisties\n", + "2. Background\n", + "3. Download and Organize Nino 3 SST Data\n", + "4. Wavelet Input Values\n", + "5. PyWavelets\n", + "6. Power Spectrum\n", + "7. Phase Spectrum" ] }, { @@ -48,17 +44,12 @@ "metadata": {}, "source": [ "## Prerequisites\n", - "This section was inspired by [this template](https://github.com/alan-turing-institute/the-turing-way/blob/master/book/templates/chapter-template/chapter-landing-page.md) of the wonderful [The Turing Way](https://the-turing-way.netlify.app) Jupyter Book.\n", - "\n", - "Following your overview, tell your reader what concepts, packages, or other background information they'll **need** before learning your material. Tie this explicitly with links to other pages here in Foundations or to relevant external resources. Remove this body text, then populate the Markdown table, denoted in this cell with `|` vertical brackets, below, and fill out the information following. In this table, lay out prerequisite concepts by explicitly linking to other Foundations material or external resources, or describe generally helpful concepts.\n", - "\n", - "Label the importance of each concept explicitly as **helpful/necessary**.\n", "\n", "| Concepts | Importance | Notes |\n", "| --- | --- | --- |\n", - "| [Intro to Cartopy](https://foundations.projectpythia.org/core/cartopy/cartopy.html) | Necessary | |\n", - "| [Understanding of NetCDF](https://foundations.projectpythia.org/core/data-formats/netcdf-cf.html) | Helpful | Familiarity with metadata structure |\n", - "| Project management | Helpful | |\n", + "| [Wavelet Basics](https://projectpythia.org/wavelet-cookbook/notebooks/wavelet-introduction/wavelet-basics.html) | Necessary | Wavelet Terminology |\n", + "| [Intro to Matplotlib](https://foundations.projectpythia.org/core/matplotlib/matplotlib-basics.html) | Necessary | Plotting on a data |\n", + "| [Intro to Numpy](https://foundations.projectpythia.org/core/numpy/numpy-basics.html)| Necessary | Familiarity with working with arrays |\n", "\n", "- **Time to learn**: estimate in minutes. For a rough idea, use 5 mins per subsection, 10 if longer; add these up for a total. Safer to round up and overestimate.\n", "- **System requirements**:\n", @@ -78,108 +69,306 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Imports\n", - "Begin your body of content with another `---` divider before continuing into this section, then remove this body text and populate the following code cell with all necessary Python imports **up-front**:" + "## Background\n", + "\n", + "### What is an El Niño?\n", + "\n", + "[Learn more!](https://oceanservice.noaa.gov/facts/ninonina.html)\n", + "\n", + "### Wavelets and Atmospheric Data\n", + "\n", + "TODO" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Imports" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 51, "metadata": {}, "outputs": [], "source": [ - "import sys" + "import math\n", + "import numpy as np # complex numbers (real and imaginary)\n", + "import matplotlib.pyplot as plt # plot data\n", + "import pywt # PyWavelets" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Your first content section" + "### Download and Organize Nino 3 SST Data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "This is where you begin your first section of material, loosely tied to your objectives stated up front. Tie together your notebook as a narrative, with interspersed Markdown text, images, and more as necessary," + "#### Download Nino 3 data and skip the header information" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 52, "metadata": {}, "outputs": [], "source": [ - "# as well as any and all of your code cells\n", - "print(\"Hello world!\")" + "nino_url = 'https://paos.colorado.edu/research/wavelets/wave_idl/nino3sst.txt'\n", + "nino3_data = np.genfromtxt(nino_url, skip_header=19)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Plot and View Data" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(10, 10))\n", + "plt.title(\"El Niño Sea Surface Temperature\")\n", + "plt.xlabel(\"Years (from 1871)\")\n", + "plt.ylabel(\"Sea Surface Temparture Changes\")\n", + "plt.plot(nino3_data)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Wavelet Input Values" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### A content subsection\n", - "Divide and conquer your objectives with Markdown subsections, which will populate the helpful navbar in Jupyter Lab and here on the Jupyter Book!" + "Wavelet inputs include:\n", + "\n", + "- x: Input time-series data (for example, the time and temperature data from nino3)\n", + "- wavelet: mother wavelet name\n", + "- dt: sampling period (time between each y-value)\n", + "- s0: smallest scale\n", + "- dj: spacing between each discrete scales\n", + "- jtot: largest scale" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 54, "metadata": {}, "outputs": [], "source": [ - "# some subsection code\n", - "new = \"helpful information\"" + "dt = 0.25 # sampling period (time between each y-value)\n", + "s0 = 0.25 # smallest scale\n", + "dj = 0.25 # spacing between each discrete scales\n", + "jtot = 44 # largest scale" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Another content subsection\n", - "Keep up the good work! A note, *try to avoid using code comments as narrative*, and instead let them only exist as brief clarifications where necessary." + "### Define Complex Morlet" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Your second content section\n", - "Here we can move on to our second objective, and we can demonstrate" + "TODO: Choosing a Complex Morlet" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cmor1.5-1\n" + ] + } + ], + "source": [ + "bandwidth = 1.5\n", + "center_freq = 1\n", + "wavelet_mother = f\"cmor{bandwidth}-{center_freq}\"\n", + "print(wavelet_mother)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Subsection to the second section\n", + "## PyWavelets" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [], + "source": [ + "scales = np.arange(1, jtot + 1, dj)\n", + "wavelet_coeffs, freqs = pywt.cwt(\n", + " data=nino3_data, scales=scales, wavelet=wavelet_mother, sampling_period=dt\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Power Spectrum" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [], + "source": [ + "# power spectrum (absolute value squared)\n", + "power = np.power((abs(wavelet_coeffs)), 2)" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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0qf7zP/8zL9iYCNu2ddJJJ+krX/nKqLcfegA/VaO91rEyI5lMZtTtY33ODsfnDwCmA8EGcJT7m7/5G33hC1/Q5z73Ob3xjW+ctscdao27adOmEbdt3LhRNTU1BVuBDp1tf+KJJ+T1erVq1arcwZrL5dIZZ5yhJ598Utu3b1ddXV3uTPbLL7+s1157TT/60Y/yJoQ/8MADoz7PO97xDn3oQx/Spk2b9POf/1yBQEBveMMbcrcvXrxYUjYLMdkD+6H71tXVFbxvMd2nClmwYMGYP4Oh24ecd955uvXWW/XHP/5RNTU1Wr58uSzL0gknnKDHH39cjz/+uK688src/sccc4ykbKAyHQHPRBxzzDGqrKzU/v3787bv27dvRKbstddek6RcGdLixYv14osv6uKLLx73vV68eLFs29aGDRvGDC6l4n5elZWVed29hozWEQ0AjgTM2QCOckPZjXXr1o1oVzoVjY2NOvXUU/WjH/0o7+Bq/fr1+sMf/qDXv/71BR/D5XLprLPO0pNPPjnqegurV6/WY489pqeffjpXXjX0mqT8s7zGGH3ta18b9Xne+ta3yul06r/+6790zz336Morr8w7aF25cqUWL16sL33pS6OuXD3UYnY0a9asUSQS0b/927/ldeoa7b5DzznawWixXv/61+tPf/qT1q5dm9sWi8X0ne98RwsXLswrFTrvvPOUSCT01a9+Veeee27uYPq8887TT37yE+3bty83X0PKBlAXXnihvv3tb484+D/0tU3WM888o1gsNmL7n/70J3V0dIwoz0un0/r2t7+du55MJvXtb39btbW1WrlypaRs97G9e/fqu9/97ojHHRwczD3fVVddJYfDoZtvvnnEXJyDf6eCweCkf1aLFy9WT0+PXnrppdy2/fv3F90VDgDKHZkNYBb4/e9/nzsTfbDVq1fnzi5PxdDcjYPXrZgOX/ziF3X55Zdr1apVeu9736vBwUF94xvfUDQanfAq2eeee25u4u7BAYWUff1Dq2cfPF9j+fLlWrx4sf7pn/5Je/fuVSQS0X//93+PWc9eV1en173udfrKV76ivr6+EW1QHQ6Hvve97+nyyy/XCSecoPe85z2aO3eu9u7dq4cffliRSES/+c1vRn3sSCSiO+64Q3/7t3+r0047Te985ztVW1urXbt26X//9391zjnn6Jvf/KYk5Q6KP/KRj2jNmjVyOp165zvfOaH3aSw33HCD/uu//kuXX365PvKRj6iqqko/+tGPtH37dv33f/933gToVatWyeVyadOmTfqHf/iH3Pbzzz9fd9xxhyTlBRtStnnBueeeq5NOOknve9/7dMwxx6ilpUVr167Vnj179OKLLxY17p/85Cf6z//8T735zW/WypUr5fF49Oqrr+oHP/iBfD6fPvnJT+btP2fOHN16663asWOHli1bpp///Odat26dvvOd7+QWNvzbv/1b/eIXv9AHPvABPfzwwzrnnHOUyWS0ceNG/eIXv9D999+v008/XUuWLNG//Mu/6POf/7zOO+88veUtb5HX69Wzzz6rOXPm5H7nVq5cqTvuuENf+MIXtGTJEtXV1Y05N2fIO9/5Tn3iE5/Qm9/8Zn3kIx/RwMCA7rjjDi1btkx//vOfi3qvAKCszVgfLAAFjdf6VpL54Q9/mNtXk2x9O95zTaT17WiPMdoY/vjHP5pzzjnH+P1+E4lEzBve8AazYcOGCb1+Y4y5//77jSTjcrlMLBbLu62jo8NYlmUkmWeeeSbvtg0bNphLLrnEhEIhU1NTY973vveZF198ccT7NuS73/2ukWTC4bAZHBwcdSwvvPCCectb3mKqq6uN1+s1CxYsMG9/+9vNgw8+mNvn0Na3Qx5++GGzZs0aE41Gjc/nM4sXLzbXXHONee6553L7pNNp8//+3/8ztbW1udc1ngsuuMCccMIJ4+5jjDFbt241f/mXf2kqKiqMz+czZ555pvntb3876r5nnHHGiPdzz549RpJpamoa8/Gvvvpq09DQYNxut5k7d6658sorzS9/+cvcPkPvy7PPPltwvMYY89JLL5l//ud/NqeddpqpqqoyLpfLNDY2mre97W3mz3/+c96+Q+/Dc889Z1atWmV8Pp9ZsGCB+eY3vznicZPJpLn11lvNCSecYLxer6msrDQrV640n/vc50xPT0/evj/4wQ/MihUrcvtdcMEF5oEHHsjd3tzcbK644goTDoeNpFwb3EKv9Q9/+IM58cQTjcfjMccee6z56U9/Ombr22uvvTZv21ifv4cffthIMvfcc8/4bywAHGaWMcwmAwDMXhdeeKHa29u1fv36mR4KAOAQzNkAAAAAUBIEGwAAAABKgmADAAAAQEkwZwMAAABASZDZAAAAAFASBBsAAAAASuKIX9TPtm3t27dP4XA4txouAAAAyocxRn19fZozZ07eYqPlIh6PK5lMzvQwRvB4PPL5fDM9jHEd8cHGvn371NTUNNPDAAAAQAG7d+/WvHnzZnoYeeLxuBYtCKm5NTPTQxmhoaFB27dvL+uA44gPNsLhsCTpXL1eLrlnbiCWJQ3NxR/KsBxpc/MPzhwdaa+tWAf/3MvVdI+x2N/v2fBeAZh+E/3sH/rdYlmS5ZCMXdx3Rzn9LS7lWMrpdY4jrZSe0O9yx23lJJlMqrk1o53PL1QkXD5Zl94+WwtW7lAymSTYmElDpVMuueWyZjjY0CHBhsr7gz9peWVqR9hrK9bBP/dyNd1jLPb3eza8VwCm30Q/+4d+twwFG7Indv9CjzeTSjmWcnqd48n9WMu35D0SdigSds70MGadIz7YAAAAAKbKlpEte6aHkWOXewB5QPnkggAAAAAcUQg2AAAAAJQEZVQAAABAARljK1NGlUsZUz4lXeMhswEAAACgJAg2AAAAAJQEZVQAAABAAdluVOVTR1VOYxkPmQ0AAAAAJUGwAQAAAKAkKKMCAAAACrDLakk/ldloxkZmAwAAAEBJEGwAAAAAKAnKqAAAAIACMsYoY8qnA1Q5jWU8ZDYAAAAAlATBBgAAAICSoIwKAAAAKIBF/YpDZgMAAAA4wt1xxx06+eSTFYlEFIlEtGrVKv3+978f9z733HOPli9fLp/Pp5NOOkm/+93vJv28BBsAAADAEW7evHn693//dz3//PN67rnndNFFF+lNb3qTXnnllVH3f+qpp/Sud71L733ve/XCCy/oqquu0lVXXaX169dP6nktY2bJVPYi9fb2KhqN6kK9SS7LPXMDsSxp6K22rOy/R9pbP/S6pCPvtRXr4J97uZruMRb7+z0b3isA02+in/1Dv1ssS7IckrGL++4op7/FpRxLOb3OcaRNSo/o1+rp6VEkEpnp4eQZOpbcvrFR4XD5nKfv67O1aPn+Kb1nVVVV+uIXv6j3vve9I257xzveoVgspt/+9re5bWeffbZOPfVU3XnnnRN+jvJ5xwAAAABMSm9vb94lkUgUvE8mk9HPfvYzxWIxrVq1atR91q5dq0suuSRv25o1a7R27dpJjY9gAwAAAJilmpqaFI1Gc5dbbrllzH1ffvllhUIheb1efeADH9C9996r448/ftR9m5ubVV9fn7etvr5ezc3Nkxof3agAAACAAsq1G9Xu3bvzyqi8Xu+Y9zn22GO1bt069fT06Je//KXe/e5369FHHx0z4JgOBBsAAADALDXUXWoiPB6PlixZIklauXKlnn32WX3ta1/Tt7/97RH7NjQ0qKWlJW9bS0uLGhoaJjU+yqgAAACAo5Bt22PO8Vi1apUefPDBvG0PPPDAmHM8xkJmAwAAACggY4wyZdTVa7JjufHGG3X55Zdr/vz56uvr0913361HHnlE999/vyTp6quv1ty5c3NzPj760Y/qggsu0Je//GVdccUV+tnPfqbnnntO3/nOdyb1vAQbAAAAwBGutbVVV199tfbv369oNKqTTz5Z999/vy699FJJ0q5du+RwDBc9rV69Wnfffbc+9alP6ZOf/KSWLl2q++67TyeeeOKknpd1Ng4X1tk4Os2GtSNYZwPATGKdDdbZ0OxYZ+O1V+vLbp2NZce1lOV7djAyGwAAAEAB9oFLuSinsYynfMIzAAAAAEcUgg0AAAAAJUEZFQAAAFBARkaZMlrUr5zGMh4yGwAAAABKgmADAAAAQElQRgUAAAAUkDHZS7kop7GMh8wGAAAAgJIg2AAAAABQEpRRAQAAAAWwqF9xyGwAAAAAKAmCDQAAAAAlQRkVAAAAUIAtSxlZMz2MHLuMxjIeMhsAAAAASoJgAwAAAEBJUEYFAAAAFGCb7KVclNNYxkNmAwAAAEBJEGwAAAAAKAnKqAAAAIACMmXWjaqcxjIeMhsAAAAASoJgAwAAAEBJUEYFAAAAFEAZVXHIbAAAAAAoCYINAAAAACVBGRUAAABQgG0s2aZ8SpfKaSzjIbMBAAAAoCQINgAAAACUBGVUAAAAQAF0oyoOmQ0AAAAAJUGwAQAAAKAkKKMCAAAACsjIoUwZnafPzPQAJqh83jEAAAAARxSCDQAAAAAlcdSUUTkrK+R0eGZ6GAAAADiEsZNS10yPYnymzBb1M2U0lvEcsZmN22+/Xccff7zOOOOMmR4KAAAAcFQ6YoONa6+9Vhs2bNCzzz4700MBAAAAjkpHTRkVAAAAUCwW9SvOEZvZAAAAADCzCDYAAAAAlARlVAAAAEABGeNQxpTPefqMmekRTEz5vGMAAAAAjigEGwAAAABKgjIqAAAAoABbluwyOk9va3bUUZXPOwYAAADgiEKwAQAAAKAkKKMCAAAACmBRv+KQ2QAAAABQEgQbAAAAAEqCMioAAACggPJb1I9uVAAAAACOYgQbAAAAAEqCMioAAACggOyifuXTAaqcxjIeMhsAAAAASoJgAwAAAEBJUEYFAAAAFGDLoUwZnae3RTcqAAAAAEcxgg0AAAAAJUEZFQAAAFAAi/oVp3zeMQAAAABHFIINAAAAACVBGRUAAABQgC2H7DI6T083KgAAAABHNYINAAAAACVBGRUAAABQQMZYyhhrpoeRU05jGQ+ZDQAAAAAlQbABAAAAoCQoowIAAAAKyMihTBmdp8/QjQoAAADA0YxgAwAAAEBJUEYFAAAAFGAbh2xTPufpbUMZFQAAAICjGMEGAAAAgJKgjAoAAAAogG5UxSmfdwwAAADAEYVgAwAAAEBJUEYFAAAAFGBLyhhrpoeRY8/0ACaIzAYAAACAkiDYAAAAAFASlFEBAAAABdhyyC6j8/TlNJbxzI5RAgAAAJh1CDYAAAAAlARlVAAAAEABGeNQxpTPefpyGst4ZscoAQAAAMw6BBsAAAAASoIyKgAAAKAAW5ZsldOifuUzlvGQ2QAAAABQEgQbAAAAAEqCMioAAACgALpRFWd2jBIAAADArEOwAQAAAKAkKKMCAAAACsjIoUwZnacvp7GMZ3aMEgAAAMCsQ7ABAAAAoCQoowIAAAAKsI0l25TPQnrlNJbxkNkAAAAAUBIEGwAAAABKgjIqAAAAoAC7zLpR2WU0lvHMjlECAAAAmHUINgAAAACUBGVUAAAAQAG2ccg25XOevpzGMp7ZMUoAAAAAsw7BBgAAAICSoIwKAAAAKCAjSxmVz0J65TSW8ZDZAAAAAFASBBsAAAAASoIyKgAAAKAAulEVZ3aMEgAAAMCsQ7ABAAAAoCQoowIAAAAKyKi8OkBlZnoAE0RmAwAAAEBJEGwAAAAAKAnKqAAAAIAC6EZVnNkxSgAAAACzDsEGAAAAcIS75ZZbdMYZZygcDquurk5XXXWVNm3aNO597rrrLlmWlXfx+XyTel7KqAAAAIACMsahTBmVLk12LI8++qiuvfZanXHGGUqn0/rkJz+pyy67TBs2bFAwGBzzfpFIJC8osazJdeQi2AAAAACOcP/3f/+Xd/2uu+5SXV2dnn/+eZ1//vlj3s+yLDU0NBT9vOUTngEAAACYlN7e3rxLIpGY0P16enokSVVVVePu19/frwULFqipqUlvetOb9Morr0xqfAQbAAAAQAFGluwyupgDCww2NTUpGo3mLrfcckvB12Lbtq677jqdc845OvHEE8fc79hjj9UPfvAD/frXv9ZPf/pT2bat1atXa8+ePRN+3yijAgAAAGap3bt3KxKJ5K57vd6C97n22mu1fv16PfHEE+Put2rVKq1atSp3ffXq1TruuOP07W9/W5///OcnND6CDQAAAGCWikQiecFGIR/+8If129/+Vo899pjmzZs3qedyu91asWKFtmzZMuH7EGwAAAAABcz2blTGGP2///f/dO+99+qRRx7RokWLJv+cmYxefvllvf71r5/wfQg2AAAAgCPctddeq7vvvlu//vWvFQ6H1dzcLEmKRqPy+/2SpKuvvlpz587Nzfu4+eabdfbZZ2vJkiXq7u7WF7/4Re3cuVN///d/P+HnJdgAAAAAjnB33HGHJOnCCy/M2/7DH/5Q11xzjSRp165dcjiGMyZdXV163/vep+bmZlVWVmrlypV66qmndPzxx0/4eQk2AAAAgAJsY8k2k1vQrpQmOxZjTMF9Hnnkkbzrt912m2677bZJPc+hyqfwDAAAAMARhWADAAAAQElQRgUAAAAUkJFDmTI6T19OYxnP7BglAAAAgFmHYAMAAABASVBGBQAAABQw27tRzRQyGwAAAABKgmADAAAAQElQRgUAAAAUYMshu4zO05fTWMYzO0YJAAAAYNYh2AAAAABQEpRRAQAAAAVkjKVMGXWAKqexjIfMBgAAAICSINgAAAAAUBKUUQEAAAAFsKhfcchsAAAAACgJgg0AAAAAJUEZFQAAAFCAMQ7ZpnzO05syGst4ZscoAQAAAMw6BBsAAAAASoIyKgAAAKCAjCxlVD4doMppLOMhswEAAACgJAg2AAAAAJQEZVQAAABAAbYpr4X0bDPTI5gYMhsAAAAASoJgAwAAAEBJUEYFAAAAFGCX2aJ+5TSW8cyOUQIAAACYdQg2AAAAAJQEZVQAAABAAbYs2WW0kF45jWU8ZDYAAAAAlATBBgAAAICSoIwKAAAAKCBjLGXKaFG/chrLeMhsAAAAACgJgg0AAAAAJUEZFQAAAFAAi/oVZ3aMEgAAAMCsQ7ABAAAAoCSO2DKq22+/XbfffrsymcxMDwUAAACznC1Ldhl1gGJRvxl27bXXasOGDXr22WdneigAAADAUemIDTYAAAAAzKwjtowKAAAAmC5GVlmVLpkyGst4yGwAAAAAKAmCDQAAAAAlQRkVAAAAUIBtyqwbVRmNZTxkNgAAAACUBMEGAAAAgJKgjAoAAAAowDYO2aZ8ztOX01jGMztGCQAAAGDWIdgAAAAAUBKUUQEAAAAF0I2qOGQ2AAAAAJQEwQYAAACAkqCMCgAAACjAliVb5VO6VE5jGQ+ZDQAAAAAlQbABAAAAoCQoowIAAAAKoBtVcchsAAAAACgJgg0AAAAAJUEZFQAAAFAAZVTFIbMBAAAAoCQINgAAAACUBGVUAAAAQAGUURWHzAYAAACAkiDYAAAAAFASlFEBAAAABVBGVRwyGwAAAABKgmADAAAAQElQRgUAAAAUYCTZKp/SJTPTA5ggMhsAAAAASoJgAwAAAEBJUEYFAAAAFEA3quKQ2QAAAABQEgQbAAAAAEqCMioAAACgAMqoikNmAwAAAEBJEGwAAAAAKAnKqAAAAIACKKMqDpkNAAAAACVBsAEAAACgJCijAgAAAAqgjKo4ZDYAAAAAlATBBgAAAICSoIwKAAAAKMAYS6aMSpfKaSzjIbMBAAAAoCQINgAAAACUBGVUAAAAQAG2LNkqn9KlchrLeMhsAAAAACgJgg0AAAAAJUEZFQAAAFAAi/oVh8wGAAAAgJIg2AAAAABQEpRRAQAAAAWwqF9xyGwAAAAAKAmCDQAAAAAlQRkVAAAAUADdqIpDZgMAAABASRBsAAAAACgJyqgAAACAAuhGVRwyGwAAAABKgmADAAAAQElQRgUAAAAUYMqsGxVlVAAAAACOagQbAAAAAEqCMioAAACgACPJmJkexbAyGsq4yGwAAAAAKAmCDQAAAAAlQRkVAAAAUIAtS5bKpwOUXUZjGQ+ZDQAAAAAlQbABAAAAoCQoowIAAAAKMMYqq4X0ymks4yGzAQAAAKAkCDYAAAAAlARlVAAAAEABtrFklVHpkl1GYxkPmQ0AAADgCHfLLbfojDPOUDgcVl1dna666ipt2rSp4P3uueceLV++XD6fTyeddJJ+97vfTep5CTYAAACAI9yjjz6qa6+9Vk8//bQeeOABpVIpXXbZZYrFYmPe56mnntK73vUuvfe979ULL7ygq666SldddZXWr18/4ee1jDFmOl5Auert7VU0GtXFle+Wy+GZ6eEAAADgEGk7qQe7fqSenh5FIpGZHk6eoWPJE37+z3IGvDM9nJzMQEKvvOOLRb9nbW1tqqur06OPPqrzzz9/1H3e8Y53KBaL6be//W1u29lnn61TTz1Vd95554Seh8wGAAAAMEv19vbmXRKJxITu19PTI0mqqqoac5+1a9fqkksuydu2Zs0arV27dsLjI9gAAAAAZqmmpiZFo9Hc5ZZbbil4H9u2dd111+mcc87RiSeeOOZ+zc3Nqq+vz9tWX1+v5ubmCY+PblQAAABAAeW6qN/u3bvzyqi83sKlXtdee63Wr1+vJ554omTjG0KwAQAAAMxSkUhkUnM2PvzhD+u3v/2tHnvsMc2bN2/cfRsaGtTS0pK3raWlRQ0NDRN+PsqoAAAAgCOcMUYf/vCHde+99+qhhx7SokWLCt5n1apVevDBB/O2PfDAA1q1atWEn5fMBgAAAFBAuZZRTdS1116ru+++W7/+9a8VDodz8y6i0aj8fr8k6eqrr9bcuXNz8z4++tGP6oILLtCXv/xlXXHFFfrZz36m5557Tt/5zncm/LxkNgAAAIAj3B133KGenh5deOGFamxszF1+/vOf5/bZtWuX9u/fn7u+evVq3X333frOd76jU045Rb/85S913333jTup/FBkNgAAAIAj3ESW1nvkkUdGbHvb296mt73tbUU/L8EGAAAAUIBtLFllVEZll9FYxkMZFQAAAICSINgAAAAAUBKUUQEAAAAFGJO9lItyGst4yGwAAAAAKAmCDQAAAAAlQRkVAAAAUEC2jKp8OkBRRgUAAADgqEawAQAAAKAkKKMCAAAACjDGKrMyqvIZy3jIbAAAAAAoCYINAAAAACVBGRUAAABQgDlwKRflNJbxkNkAAAAAUBIEGwAAAABKgjIqAAAAoAC6URWHzAYAAACAkiDYAAAAAFASlFEBAAAAhdCOqihkNgAAAACUBMEGAAAAgJIg2AAAAABQEszZAAAAAAops9a3KqexjIPMBgAAAICSINgAAAAAUBKUUQEAAAAFGJO9lItyGst4yGwAAAAAKAmCDQAAAAAlQRkVAAAAUIAps25U5TSW8ZDZAAAAAFASBBsAAAAASoIyKgAAAKAQY5XXQnrlNJZxkNkAAAAAUBIEGwAAAABKgjIqAAAAoAAW9SsOmQ0AAAAAJUGwAQAAAKAkKKMCAAAACjEHLuWinMYyDjIbAAAAAEqCYAMAAABASVBGBQAAABRgjCVTRgvpldNYxkNmAwAAAEBJEGwAAAAAKAnKqAAAAICJmCUdoMoJmQ0AAAAAJUGwAQAAAKAkKKMCAAAACqAbVXHIbAAAAAAoCYINAAAAACVBGRUAAABQiFF5daMqp7GMg8wGAAAAgJIg2AAAAABQEpRRAQAAAAVZBy7lopzGMjYyGwAAAABKgmADAAAAQElQRgUAAAAUQjeqopDZAAAAAFASBBsAAAAASoIyKgAAAKAQyqiKQmYDAAAAQEkQbAAAAAAoCcqoAAAAgEKMlb2Ui3IayzjIbAAAAAAoCYINAAAAACVBGRUAAABQgDHZS7kop7GMh8wGAAAAgJIg2AAAAABQEpRRAQAAAIWwqF9RyGwAAAAAKAmCDQAAAAAlQRkVAAAAUAiL+hWFzAYAAACAkiDYAAAAAFASlFEBAAAABVgmeykX5TSW8ZDZAAAAAFASBBsAAAAASoIyKgAAAKAQFvUrCpkNAAAAACVBsAEAAACgJCijAgAAAAphUb+ikNkAAAAAUBIEGwAAAABKgjIqAAAAoBC6URWFzAYAAACAkiDYAAAAAFASlFEBAAAAhVBGVRQyGwAAAABKgmADAAAAQElQRgUAAAAUQhlVUchsAAAAACiJooONrVu36lOf+pTe9a53qbW1VZL0+9//Xq+88sq0DQ4AAADA7FVUsPHoo4/qpJNO0jPPPKNf/epX6u/vlyS9+OKLuummm6Z1gAAAAMCMM1b5XWaBooKNG264QV/4whf0wAMPyOPx5LZfdNFFevrpp6dtcAAAAABmr6KCjZdffllvfvObR2yvq6tTe3v7lAcFAAAAYPYrKtioqKjQ/v37R2x/4YUXNHfu3CkPCgAAACgnlim/y2xQVLDxzne+U5/4xCfU3Nwsy7Jk27aefPJJ/dM//ZOuvvrq6R4jAAAAgFmoqGDj3/7t37R8+XI1NTWpv79fxx9/vM4//3ytXr1an/rUp6Z7jAAAAABmoaIW9fN4PPrud7+rT3/601q/fr36+/u1YsUKLV26dLrHBwAAAMw8FvUrypRWEJ8/f77mz58/XWMBAAAAcASZcLBx/fXXT/hBv/KVrxQ1GAAAAABHjgkHGy+88MKE9rOs2bHACAAAAIDSmnCw8fDDD5dyHAAAAACOMEV1owIAAACAQoqeIP7cc8/pF7/4hXbt2qVkMpl3269+9aspDwwAAAAoF5bKayG92TJxoajMxs9+9jOtXr1ar776qu69916lUim98soreuihhxSNRqd7jAAAAABmoaIX9bvtttv0m9/8Rh6PR1/72te0ceNGvf3tb6cVLgAAAABJRQYbW7du1RVXXCEpu8BfLBaTZVn62Mc+pu985zvTOkAAAABgxhmr/C6zQFHBRmVlpfr6+iRJc+fO1fr16yVJ3d3dGhgYmL7RAQAAAJi1ipogfv755+uBBx7QSSedpLe97W366Ec/qoceekgPPPCALr744ukeIwAAAIBZqKhg45vf/Kbi8bgk6V/+5V/kdrv11FNP6a1vfas+9alPTesAAQAAgBlnDlzKRTmNZRxFBRtVVVW5/zscDt1www3TNiAAAAAAR4ai5mz87ne/0/333z9i+x/+8Af9/ve/n/KgAAAAAMx+RQUbN9xwgzKZzIjttm2T5QAAAMCRx5ThZRYoKtjYvHmzjj/++BHbly9fri1btkx5UAAAAACmz2OPPaY3vOENmjNnjizL0n333Tfu/o888ogsyxpxaW5untTzFhVsRKNRbdu2bcT2LVu2KBgMFvOQAAAAAEokFovplFNO0e233z6p+23atEn79+/PXerq6iZ1/6ImiL/pTW/Sddddp3vvvVeLFy+WlA00/vEf/1FvfOMbi3lIAAAAoGxZJnspF5Mdy+WXX67LL7980s9TV1enioqKSd9vSFGZjf/4j/9QMBjU8uXLtWjRIi1atEjLly9XdXW1vvSlLxU9GAAAAAAT19vbm3dJJBLT+vinnnqqGhsbdemll+rJJ5+c9P2LymxEo1E99dRTeuCBB/Tiiy/K7/frlFNO0XnnnVfMwwEAAAAoQlNTU971m266SZ/97Gen/LiNjY268847dfrppyuRSOh73/ueLrzwQj3zzDM67bTTJvw4kwo21q5dq46ODl155ZWyLEuXXXaZ9u/fr5tuukkDAwO66qqr9I1vfENer3fSLwgAAAAoW+XWAerAWHbv3q1IJJLbPF3H4ccee6yOPfbY3PXVq1dr69atuu222/STn/xkwo8zqTKqm2++Wa+88kru+ssvv6z3ve99uvTSS3XDDTfoN7/5jW655ZbJPCQAAACAIkUikbxLKU/6n3nmmZPuPDupYGPdunW6+OKLc9d/9rOf6cwzz9R3v/tdXX/99fr617+uX/ziF5MaAAAAAIDyt27dOjU2Nk7qPpMqo+rq6lJ9fX3u+qOPPpo3q/2MM87Q7t27JzUAAAAAoOyVaRnVRPX39+dlJbZv365169apqqpK8+fP14033qi9e/fqxz/+sSTpq1/9qhYtWqQTTjhB8Xhc3/ve9/TQQw/pD3/4w6Sed1KZjfr6em3fvl2SlEwm9ec//1lnn3127va+vj653e5JDQAAAABAaT333HNasWKFVqxYIUm6/vrrtWLFCn3mM5+RJO3fv1+7du3K7Z9MJvWP//iPOumkk3TBBRfoxRdf1B//+Me8KqeJmFRm4/Wvf71uuOEG3XrrrbrvvvsUCATyOlC99NJLuXU3AAAAAJSHCy+8UMaMnQ6566678q5//OMf18c//vEpP++kgo3Pf/7zestb3qILLrhAoVBIP/rRj+TxeHK3/+AHP9Bll1025UEBAAAA5WS2L+o3UyYVbNTU1Oixxx5TT0+PQqGQnE5n3u333HOPQqHQtA4QAAAAwOxU9KJ+o6mqqprSYAAAAAAcOYoKNgAAAICjirGyl3JRTmMZx6S6UQEAAADARBFsAAAAACgJyqgAAACAQmb5on4zhcwGAAAAgJIg2AAAAABQEpRRAQAAAAWwqF9xyGwAAAAAKAmCDQAAAAAlQRkVAAAAUAjdqIpCZgMAAABASRBsAAAAACgJyqgAAACAQsqsGxVlVAAAAACOagQbAAAAAEqCMioAAACgELpRFYXMBgAAAICSINgAAAAAUBKUUQEAAACFUEZVFDIbAAAAAEqCYAMAAABASVBGBQAAABRgldmifuU0lvGQ2QAAAABQEgQbAAAAAEqCYAMAAABASRBsAAAAACgJgg0AAAAAJUE3KgAAAKAQFvUrCpkNAAAAACVBsAEAAACgJCijAgAAAApgUb/ikNkAAAAAUBIEGwAAAABKgjIqAAAAYCJmSelSOSGzAQAAAKAkCDYAAAAAlARlVAAAAEAhLOpXFDIbAAAAAEqCYAMAAABASVBGBQAAABTAon7FIbMBAAAAoCQINgAAAACUBGVUAAAAQCF0oyoKmQ0AAAAAJUGwAQAAAKAkKKMCAAAACqAbVXHIbAAAAAAoCYINAAAAACVBGRUAAABQCN2oikJmAwAAAEBJEGwAAAAAKAnKqAAAAIBCKKMqCpkNAAAAACVBsAEAAACgJCijAgAAAApgUb/ikNkAAAAAUBIEGwAAAABKgjIqAAAAoBC6URWFzAYAAACAkiDYAAAAAFASlFEBAAAAhVBGVRQyGwAAAABKgmADAAAAQElQRgUAAAAUwKJ+xSGzAQAAAKAkCDYAAAAAlARlVAAAAEAhdKMqCpkNAAAAACVBsAEAAACgJCijAgAAAAqgG1VxyGwAAAAAKAmCDQAAAAAlMaPBxmOPPaY3vOENmjNnjizL0n333Zd3uzFGn/nMZ9TY2Ci/369LLrlEmzdvnpnBAgAA4OhlyvAyC8xosBGLxXTKKafo9ttvH/X2//iP/9DXv/513XnnnXrmmWcUDAa1Zs0axePxwzxSAAAAAJM1oxPEL7/8cl1++eWj3maM0Ve/+lV96lOf0pve9CZJ0o9//GPV19frvvvu0zvf+c7DOVQAAAAAk1S2cza2b9+u5uZmXXLJJblt0WhUZ511ltauXTvm/RKJhHp7e/MuAAAAwJTMdMkUZVTTq7m5WZJUX1+ft72+vj5322huueUWRaPR3KWpqamk4wQAAAAwurINNop14403qqenJ3fZvXv3TA8JAAAAOCqV7aJ+DQ0NkqSWlhY1Njbmtre0tOjUU08d835er1der7fUwwMAAMBRxDpwKRflNJbxlG1mY9GiRWpoaNCDDz6Y29bb26tnnnlGq1atmsGRAQAAAJiIGc1s9Pf3a8uWLbnr27dv17p161RVVaX58+fruuuu0xe+8AUtXbpUixYt0qc//WnNmTNHV1111cwNGgAAAMCEzGiw8dxzz+l1r3td7vr1118vSXr3u9+tu+66Sx//+McVi8X0D//wD+ru7ta5556r//u//5PP55upIQMAAOBoVG4doMppLOOY0WDjwgsvlDFjv1OWZenmm2/WzTfffBhHBQAAAGA6lO2cDQAAAACzW9l2owIAAADKhWWyl3JRTmMZD5kNAAAAACVBsAEAAACgJCijAgAAAAqhG1VRyGwAAAAAKAmCDQAAAAAlQRkVAAAAMBGzpHSpnJDZAAAAAFASBBsAAAAASoIyKgAAAKAAFvUrDpkNAAAAACVBsAEAAACgJCijAgAAAAphUb+ikNkAAAAAUBIEGwAAAABKgjIqAAAAoAC6URWHzAYAAACAkiDYAAAAAFASlFEBAAAAhdCNqihkNgAAAACUBMEGAAAAgJKgjAoAAAAogG5UxSGzAQAAAKAkCDYAAAAAlARlVAAAAEAhdKMqCpkNAAAAACVBsAEAAACgJAg2AAAAgEJMGV4m4bHHHtMb3vAGzZkzR5Zl6b777it4n0ceeUSnnXaavF6vlixZorvuumtyTyqCDQAAAOCIF4vFdMopp+j222+f0P7bt2/XFVdcode97nVat26drrvuOv393/+97r///kk9LxPEAQAAgCPc5Zdfrssvv3zC+995551atGiRvvzlL0uSjjvuOD3xxBO67bbbtGbNmgk/DsEGAAAAUEC5LurX29ubt93r9crr9U758deuXatLLrkkb9uaNWt03XXXTepxKKMCAAAAZqmmpiZFo9Hc5ZZbbpmWx21ublZ9fX3etvr6evX29mpwcHDCj0NmAwAAAJildu/erUgkkrs+HVmN6USwAQAAABRSpov6RSKRvGBjujQ0NKilpSVvW0tLiyKRiPx+/4QfhzIqAAAAAHlWrVqlBx98MG/bAw88oFWrVk3qcQg2AABAWTPGqKfOUnzu9J+9BY4W/f39WrdundatWycp29p23bp12rVrlyTpxhtv1NVXX53b/wMf+IC2bdumj3/849q4caO+9a1v6Re/+IU+9rGPTep5KaMCAABlq7M6pbae1+Trr1AqHdMSLZvpIeEoZRkjy5RPHdVkx/Lcc8/pda97Xe769ddfL0l697vfrbvuukv79+/PBR6StGjRIv3v//6vPvaxj+lrX/ua5s2bp+9973uTansrEWwAAIAyZIzRruAeORJuLZ5zoZwOt3a1PqO+SpfCLemZHh4w61x44YUy4wQoo60OfuGFF+qFF16Y0vNSRgUAAMpOe9Wg3K6g5tWcJqfDLUlqrDpFe9tfkG3saXuevnqXWitj0/Z4APIRbAAAgLJiG1sdvVtVX3l83na3y6e6yuO0O7hv2p6ruesVtXVvmrbHwxHMlOFlFiDYAAAAZaW9alCV4YVyWCMPUypD85WxkxpoDEz5edImJRkjl9M35ccCMDqCDQAAUDYyJq3O3m2qiS4dc5851adoX8eLU36uzqqkKsML5XS4lDHMAwFKgWADAACUjf3hDjVUnTRqVmOI1x2Wy+lVf8PUVkruH2xRJNAov7dSg5neKT0WjnyWKb/LbECwAQAAyoIxtvrjbYoEGgvu21B1kpo7X57S86XScbldfvm9lRqo8UzpsQCMjmADAACUhe46KRKYI8uyCu7rdQflcvoUayxuvkXGpOVwZFcA8HsqNZDsKupxAIyPYAMAAJSFrr4dqo4cM+H96yqWq637taKeK27H5PdEJUled0jJVH9Rj4OjyEx3nqIbFQAAQPFS6UF5XBPvMuX3Viie6h13obKxGBlZB+aFTCSTAqA4BBsAAGDGJewBedzBSd8v7K9Xb72zBCMCMB1cMz0AAACA7qqMos65k75fRWi+Onq3KKrJ3xeYjHLrAFVOYxkPmQ0AmCHFlH4AR6regf0KT6AL1aH8ngoNJnpKMCIA04FgAwBmyMt6Rr11fA0DxhjZdlou5/jtZzN2Sp1VybxtlmWxKB9QxvgrBwAzwDa2nE6v9neuJ8OBo15GKbmc4y/Ql8rEtbHvCe1+7UF11WTybgv6atVf757Uc1rKThKXyDJigma689Qs7UbFnA0AmAF99U5VxhdIMuryZFTVztcxjl4OOWWMPebt6UxSr/U/rYZFq+R0+bR38yOqiFyQ6yIV8FVpIN6hqKom8ayWdCDISKZj8riCUmoqrwLAaMhsAMAM6IntVTQ4V7XRZero3TrTwwFmlCWH7HHKoLalXlT9gjPlD9bI4w0pUrVQe717c7cHvFUaSHRO8jmH290OJrrk91ZOfuAACiLYAIAZMJjolt9TIZfTK0sOpezETA8JmDHjrXNhm4zSyUEFwnW5bVUNx6m79TXZJltO5XJ6lbGTYz3EmIbKqAYSnQq2M+cD4xvqRlVOl9mAYAMADjPbZORwOHMHWNWRY9ReOTDDowLKU1u4R8GK/La2lsOpSPUitQQ6in5c66AyqsFEl/zO8JTGCWB0BBsAcJjF7Zh8nmjueiTQqP7B1hkcETDzxpqk3duxU5GqhSO2V9QuVU/7ltx1p8OjtJnMpAsrl9nI2Gk5LeZNAaVAsAHgiGGMUdIeLPvOMimTkNvpz113OFyy7UzZjxsoJafDpXRmZDlhKtEnjy8yYrvL7ZOdScs+MLHc4w4paQ9O+PksWTLGViodL9gJC5A0852nZmk3qhkNNm655RadccYZCofDqqur01VXXaVNmzbl7ROPx3XttdequrpaoVBIb33rW9XS0jJDIwZQrtImpU2u9drt36stnk1K2vGZHtKYUnXhEQc3QV+1YpnumRkQUAbCgUb1DTSPvMGyxpzT4Q/XKRZvlyR5XIHJBRtWNrMRi7cp5K8taswACpvRYOPRRx/Vtddeq6effloPPPCAUqmULrvsMsVisdw+H/vYx/Sb3/xG99xzjx599FHt27dPb3nLW2Zw1DhUf4NHHdWTn5gHTKc9gX2aU32qjmk8X3NrTtM292Yl7PKcB5HOJEYEG5HgHPVUMkEVR6+KTqd6B/bnbbPttBwO55j3CUXnqMPfLUnyuEJK1PrH3PdQlhwyxlbfYLPCxU/9AFDAjBYo/t///V/e9bvuukt1dXV6/vnndf7556unp0ff//73dffdd+uiiy6SJP3whz/Ucccdp6efflpnn332TAwbh+jq26lUJq5qLZrpoeAo1VfvlnqlcKBekuT3Vmhhw2rtbH1Wy1LLZ3h0I6XtkcFG0Fer5s71kjjDiqOT1xFQItWXty2ZHpDbExrzPv5wndr3viSFl8njDqo/3ippZMnVaIbKqAYT3fI75kxl6DiKzJYOUOWkrOZs9PT0SJKqqrKL8jz//PNKpVK65JJLcvssX75c8+fP19q1a0d9jEQiod7e3rwLSmsg0aVUeuKpa2C6NXetV2P1KXnbvO6wvO6w+urLb9JnZpTMhsNyyJKVa+UJHC62yaizJq2Wij71pNvUWtmvrhpbGZOdD9Ec7dF2/07FGieeNShWdv7ScIYvlR6QyxMYd38jI9vY8riCSqb6J/xclmUpYyflcLjGbb0LYGrKJtiwbVvXXXedzjnnHJ144omSpObmZnk8HlVUVOTtW19fr+bmUeo6lZ0HEo1Gc5empqZSD/2oZ41TTwuUWsIekNPhlsc18oCksepE7et4qewmXifTg3kTxIcE/bXqr3fPwIhwtOpv8Og11wal0gPyuAIarPbI5fAqkerTVs9r2uh8SS6nV/UVx2lP23Pa7N6oTa4N2hMqzdxJrzukRDp20JbCf1v8oVoNxNvlcnqUzky8pNcptwbinXmd4QBMv7I55Xfttddq/fr1euKJJ6b0ODfeeKOuv/763PXe3l4CDsyIwUy/Eg1BRVvHX7AKU9NVmVKle8Got7ldfkWCc9TmGFBdV/Awj2xsxmTkcIz8+g37G9QzsFcR1Y1yL2D6NXe9omMaL5Db5RtxW33lcTLG5L6/lsy9WDK2HA6Xtu57VCm7Um6HZ1rH43GFlEz1y38gAHA6Pcqkx1/wMhido3arWSHVyelwK21SclmFg3bLsuR1heR1jV2mBeQxJrc2S1kop7GMoywyGx/+8If129/+Vg8//LDmzZuX297Q0KBkMqnu7u68/VtaWtTQ0DDqY3m9XkUikbwLDo9yO3s8k1or+rUv0KJYvENbvZtnejhHtP7BVoX89WPeXl9xnDp7t82K8qSAr1oDcWaq4vCwTUa2nR410Bhy8IkSh+XIBckVoSZ1VU9mTYuJ8brDefM2nA63MunxsxX+YI3isWxHqnCgXn21Ez+08Xur5G2nDBgopRkNNowx+vCHP6x7771XDz30kBYtyp9gvHLlSrndbj344IO5bZs2bdKuXbu0atWqwz1cjMPpcMtW+R/MHQ7GGHX279DChnM0p/pkSdYkF5rCRBljlLGTcjnHPrtqWZaqwovUWV0enZ7GC8qH5m1kTHmMFUe27lqjSKC4idHR4Dz1xPZM84gkX0tMiYPmXTgdHtkFSqOcLo/sTPYzE/Y3qG9w9DLrQ9nG1rxYvSLOmuIHDKCgGQ02rr32Wv30pz/V3XffrXA4rObmZjU3N2twMHuWIRqN6r3vfa+uv/56Pfzww3r++ef1nve8R6tWraITVZlxONwcIB3Q3+BR0Fcjh5X9eE32TBsmLmEPyOspnL2sDC9QV/+O0g9oAtImNe4CYtHQPHVW0Uoapdfdv0uV4dFLEAtxOT2SMdP+ve9x+A8JNtzKHBJsdEX6tXn3H9TmGZ434nBl52v4PFENJLom9FzPJR9U2iQpc8WEWab8LrPBjB4B3XHHHerp6dGFF16oxsbG3OXnP/95bp/bbrtNV155pd761rfq/PPPV0NDg371q1/N4KgxGmNsWROYyHc06OzboarwcJbO4w4pmTfhEdOlv9apkK9wq1iX0ytLVlks9Jc2yXGDjerwYnX0bs2tigyUSio9OGpjhYkK+evVVze9Uz+dlku2PZwJPjQQyKSTal33iKqWna7OTc8pmcgGJsFIg9rDvbIsS35PVLHGsUvDJKm/IfsZHMxMvHsVgOLMeBnVaJdrrrkmt4/P59Ptt9+uzs5OxWIx/epXvxpzvgZmjm2n5LTKpt/AjIone+T3VOSuu51+WgOXSCzerqBvYiUQjdUna4d3+4zPLcqYlJyOsYMNh8OpmugSNUe7D9+gcNRJ2IPyuKfWNCEcqFf/4PR3pXI5fUqlRz8x0OFtV7BxkbwVtao45mS1ZrZLkkIV89TfnS3rqo0eq9buTeM+R0vXBs2vO0PJ2uKDLQATQ20HpoVtMrL4dZJt7BGtgN1On9KZmT+jfiRKpHrldYcntG/AW6XK0ALtj3aWeFTjy5ZRjd/Bpyp8jGLxNg3OKZ8OWjiy9NVYCo/TWGEi/N4qDSSm//MU9NUoFm8f9bZkX4c84exaXIG6Jg20ZQMMjy+qxGCXjDHyeyuUSg+MOVcu1uiXZVkKBxqVSJPZwCSYMrzMAhwdYtpQ9yoN2r0KeKvytrlcfqUINqZdNhM6ud+76shi9Q20KGWP30qzlNL1ETkLtAu1LEtNtWdqT/ufD9OocLTpG2wet4vbRAzNS5vukr9Qp1Es3jbqbYneTnnClZIky+GUyxtQMp4tnwqEG9RekS1ZrY0uU0uke8T9jTHa2/6C5lSvOLAI4MyWuKZNSnvDbeqqoWwSRy6CDUyZbTKzoq3o4dBf7RxR1uOwHLJt3p/pZisjy5rcV5hlWZpbc6p2+nbKzNCcCNtOy+kovAaA1x2Uzx1RV+3sPAhJ2IPqqeMERLlKpgbkdU99fQmvO6KEPTANIxoWcETGzJhkEoNyeodLnwINi9Rq75IkVdQuVVdLtnwqGpyneLJHnTXpXOmkMbZ2BfcqHGiQ1x3MTj63Z7YZw95gq9xOvzp6t8zoOIBSItjAlFWHj5nQJN2jQSzeroCvesR2y7JmfK7AkcZpuWRZDqUzk8tSBH01qggt0Hb/zpn5mViWzARz343Vp6ila8OsDDjao/3a1fonutSVIdvYcjico97WGu7WTmuLXos/pw19j2tr+qVxPyfGZOSwRn+sYjksR24OpyRZlkPmwAmbQ8tUg/ULFGveIWOMvIEKZdJxpdJxWZalhfXnKBZv1yb3K3rNvUGvuTcq5K9TQ+XxuceaaYlUj2qiSzlpN0tYdvldZgNm9GLKarsCMsYvmlGN3d3F7fIrlUjIY43fIQWTEw3MUe9As6om2b6zOrJIGTuhve42zes7vKt1W7ImnFVxOlxaOudi7Wp9RvFohRp7Kko7uGnUP9iqudWnan+y87C/xxjfoN0n34EVug+23WxUpiOuSM0xqqhbKpc7oO62zdrS+2ct9a4c9bEydkrOaQ42JMnniSiR6pXPE5XT5VM6HZfbM3IOk+VwKFDXpFbHHtWbJlU3nqA9vTu0SMvlcDg1r+a0gs918Crph9NwMGUpEpijnqhUOfpUFWBWI7OBaVEOZ4jKwVjvg9cdnvZSA0iRDqlvYH9R962rWC4Zo+3+nYd10cVs6dfEMyoOh1ML6lcpnYlrf2Ri6wfMtIQ9KLcroIrQfPUPttLGt8wM1HryOuZJ0n5/q+xMSnMWn6tQdI7cnqAsy1Jl3TI5XX7t97eO+li2SctRgvOWQV+N+g9MEne5fcqkshnM0bIskQXHq2fH+uz9onM10Nss255YRm0mF6SN2zF53dmgryLUpO7+3TMyDqDUCDaAaZI2qTFr8b3ukOJ1/sM8oiOf1xFUItVX9P3n1qxQdfgYbXFtVKzRf1jKqqyWzknPF7EsS3OrVyiR6p0VE0k7KgZVGZovy7JUEWxSVw2lVOVkMNElv7cydz1jp9Sxf73qF5wx6v51809Tx/71ox7AG2PnJopPp2BbSoMHFudzurxKpwaz6zk5Rj6X0+OTJ1SpNm+bLMtSVeMJ2qHXJvQ8bldASXtmWpP31zoVPFB263WHlExzQqrszXTnKbpRAUe3jEmP2WXI5fQrPUbfeBTPsiw5HW6lM8VP8gwH6rWw4Vy1dW/SRtfLaq+KlzTocMqpzATPuh7MsizNqV6hzr7tJRjV9BmcE1T/YLOiwXmSpNroUrV1b2LOUhnJrgU0XEbV7G9VZd2xcjhGz1A4HC6FqxaoLVJ8YD9ZHodfqQMH3w6nS8bOZH+HxsgeR485WT3bXpQkRaoWKhXvU1u0cFtbrzukxAwFGz2xPYoE5+SuW5aDLCCOSAQbwDQxJiNrjNpll9Mz411PjlQBX40GEh1TegyvO6gF9Wdr2bzLlEoPaJP7Fe2PdpWkY5XTKr4DjttV/mu27Gn/sxbUrcqVFDocruxK0w2FO3Ch9LJBn8nr5NbXuVPhqvHnPYWicxTr2Vfi0Q1zyKnMgZXELYdLtp3OTgscI2h1B8KynG7FB7qygfni89S66zm1V4yfLfC4QkrUHv65dMYYZTJJuZ3Dz+33VmjQPnwBHXC4EGwA08TW2B1enA7PpLsmYWKCnZlpW1jMYTnUUHWils29VE6HRzsCu6blcQ/mtFy5g6hiZMs+yjPgGOo8dejK1FXhheoq84zM0SJu9+fmCUjZVsy2nZHLPf4Bty9YrXhsakH9ZBw8/y3bncoeM6sxpHLpCu3tfUmS5HR5NH/5ZWre8cy45Uke98ystRG3YyMm6Qe8VRqoISgvZ5Ypv8tsQLABTBNb9pgtIF1OL5mNEgk4Irna7uliWZZqo0slSf0N3ml9bKflVmYKZV8hf536asvzq7u31lLY3zBiu99bocFkD6VUZaC/1pWbJyBJraFuhSrmFbyfZTlkOZxTCpSL5WtPHmh9a42Z2ZAkT6hSMkYdgaG5Hh7NXXyeNsf+NObJHq87NCOriPfVWAr587u0BbxVU87SAuWoPP9iAbNQ2k6OOWfDMcWz2Rib2+Gd0MTKHdqkPe7dkzrgnVN9qva2/3la66inmtnITiSd2VWPx9IT25Obq3GokK9OffV0W59pA/HOvLWA+rv3KFzZNKH7+oLVGkx0l2hkY3M4XLLtlEabDdvc8pz2bH1YPf5sgFF9/Nlqf+VJ2Zlsls0bqFDDwrO0se9JddWM7DrldLgn3LlqOvUPtowINrzusBKpwx/4AKVGsAFMk2RtYMwVeWkNXFo+d1jx5MhaZ9vYeqX3UW1Nv6xMKqF0Kq4NvY9qW+aVCQUQHldANdEl2h0srr3uaBxyyp7CQne2nZHDKr+DdmOM4qk++TzhUW+viiwq+8ntR4NEqlc+dyR3PRnvlcc3cs2N0Xh8YfVWHs4JzNk1aZyWW3YmLWPbsg4qVW3pfFHGGIVPXKHupx+XMUYuX1CVS07Tjvancvv5Q7VqWnaR9m55tGw6o6XS8RFrMmX/TpD9K2vGlN9lFiDYAKZJIt0/olYdh0ckOFe9A3tHbG+P9CkQqlMgXK+GRWerrmmFFp14pfzhOm3sf3JCGYaq8CJl7KQGGkcu1liMySzqNxq7BCs2T4ekGZTPPXqgIUl+T1TxVG9JJt1jYoZW5R46+ZGxU3I4XSNOhrRYu5VMjDzD7vYElU4evqya0+FWxk5n/80kD7S+zf7u9/i7lGjer8gpp8sdrZCvaaHaY5skSYG6Jjl9Qe1LDre/dXtDmrvkArXteeGwjX8sGZOW0zn63AzLcrKSOI44BBvANEmmYvK4CDZmQrRN6h1lcb++rl2K1CxStOaYvO470epFqpt3mjb2PanWSG/BLEdD5Qlq7nplWsY61SyXMekxGxHMpN5qKeSvH3efSGCOeurI8s2UlEnI7Rpe76c90q9AOP9n1urcp96dG7R97yPKpPPnFrk8QaUOe7CRksPhlp1JZedtHFhno+e5p1Vxxurc5yl07Aka2LZZ3e42SVLVsacr1rJD7b7hORBef1SZdEqp9My0uh0yaPfLd9Ak/YP5PFHF7fIskwSKRbABTJOMnRhzzsYQJsiWhtNyyYxyNjAx0CVfoHqUe0iBSL3mLD5XA73N2tDzqDoqxz4A8XsrlM7Ec92WZlIyPSB3S/nVdfcM7FUkMGfcfarCC9TVv/MwjQiHGqj3KuCtGr7e26xApDF33dgZdW3+s+pPvyzb2Sm2Pu/+LrdPmYPWC8p+n5UueByaq+FwOGXsdLa9uMOZfV5jyxUeLgeznE5VX3Cpup99SnYmLctyqO7U16nj1bV52bSqhuXa5x6ZBT2cUvbgmFlwr2vm1v1AYTPdeYpuVMBRbCiIGO+stcvpU9rQkap0rLxgbiI/E6+/QnVNp2n+8kvVsvPZcQOOcKBBfXUzP1ciFm9XyFkx08PIkzYpGWPL7Rq/ferQBFiC7pkxEO/ICzYGY+3yB4eD8f2ZrQrNXSKH0yV/bZMGO/OzhZbDlZt4LUkZOymXc/wTLFPhOFBSZIydLS+y09kF/tIpWe6Rz+vw+hQ+/mS1tP5ZUnZl8VDjYu1PbcntE4zOVaz30Czo1EobJytdXyGnY/QyKqfTo3Td2OWIwGxEsAFMg7RJyuX0j7uPxxVQ0pTn+ghHAqcjf+HEZDomt3dif7Rdbp/mLbtI+7c/PWrHGkkK+moVi7dPy1iLZYw5MEG8vMqouqrTqgjNn9C+QW+1BuzeEo9o+tnGnvVB0kCyS35vpaQDwbgxuTkQxhj17dmscNOxkrJBuidUofjAcFvpbIZh+PORziTkdExva+iDOSynTC7YcGQzFi63MqmEHJ7Rgxxf00KlOjuUimV/xyILjlPfntdyHaccDqcsK7+Fr9vlV8ocvnWQbDs1ZrBBm3QciQg2gGkwaPePWKDpUG6XXymbhf1Kxe3yK3XQ6trJdEwe38TPELrcPjUte532bnl01J78wWnugV/MgWsi1SufJ1J4x8Osp3+3KsZoeXuoaKhJXRWz73Ow3bddm1zr1V070yMpXiaTymUi4skeeQOVudvava3yVdbL4RzO3gXnLFZreriDmGU5ZA7qllTqzIblcGUzGzKSZWUzGw6n7HRSDs/oQY5lWYqevkr7dz514DGciiw4TvsSm3L7hCrmqTU4HER5DvNCmRk7LYdj9CxpdgFYgo2yZcrwMgsQbADTIFbtyCtPGI3HHVK8pnRnAY92XndIidRB7W+L+BJ2e0NqWHi2Ng88OyIYcDhGnxdSjKEztpMVi3fkLchWLjJ2Wi7nxH63Q75a9Q+2zrosQcZO6JjG89XRu3Wmh1KUbPZ1ODDoDMfkDw1HTv37tio8b2neffxVjYp3No/5mMn0QN6E8+k2tHL4UGajP5qUw+OTyaRlucYuaXRHK+QKhdXlbJEkheYuUax5ey67EaqYq1jPvuH9nX6lDmOJazzZLe8YndtcTq/SGTLgOLIQbADToH+wVSH/+Kc8A55KDSa7xt0HxQu0p/JWEve4g0omRq69UfBxwnUKVszVPt++UW51TEttd7bka/IL+w0mu+VvK5+znrbJKG0nJxxoSNkzzwFv5awrpXI7AzIySmfisy5QkqTeWkfeInLxWIf8wZrc9WRfl9yhyrz7WA6HnL5Arg3uoa87nuyVr620WSojkws20oMxuXxBGdvOdaUaS+i4kxTblO0gZ1kOhRoXq9XaLUny+CJKxod//xwOtzL142emp4sxRqn04Ig1Noa4nX6lMkwQx5GFYAPTxjb2UVkmNFRHP1YN7hC3K6BkqvBK14ebbTJl0WVpqvzOcH6w4QoqNcpaARNRWb9cPe3bRmzPzruZ+u+40+kuqi47nuyV3zH6wpEzYZt3m7Z5t8rvrZjU/arDi9UeLr+OWmPpqE7K541qMNGtoK9G/Q3jf9bLUd9Ai8L+htz1RLxHHn+2JC8Z75U7GB21mUKw4Ri12gc6iB046M89RqpXPkcp231bBzKU2TKqdGJALl8wO44DwUZ31yZ1t64fEQi5whHZ8UHZqeznLDR3ifr2ZieKW5Ylh9OVK1cq9vNYjJjdo6CvZszbHQ4na9GUsZnuPEU3KhzVknZcGxwvaIt701HXR3/Q7pvQwZZlWbIsq+zOiu4O7tNm16szPYwpc1n5E8QtyxpzdVVjjHZ0PK0te/6odv/IeRhOp1suty+/LEvZUriEPfWAsdjMhm2ny2pyeMZOKeSvzztjPhF+bzbLV26fhdFkTFq7Wp9R/2CrBhOdigbnqSc2s61TixFP9uTmleUmhx8IHNpdrfJXN456v0Bdkwbb9hy4X36wkUoPym2VrjTUUnZF7aHnzcQH5PQFsgfjBwKj+KuvyR6Mq/X5+5UZyF+fwr9oidoHswGG0+OTJUvpVLZEKRBpVHsk+/l2OTzKHKZ5ErFqh4IFsuCzphAfmCCCDUyLzsq45lafqqVzL9H+jpeOqgxHZzSuimDThPYN+WrVW19eH7tUJi7bZI6QVWsPCXTHaHu7L7FRLn9INSefr45X1ioZH1luVVG7TPtd+aVUPk9kWubduJzevMnsExFP9snjnp5VzKeDfeAAsLHqRIULLOZ3KMuy5HWHlJoF3dkGM72qq1iuTCapgK9axthlFfBNxNCq4UOZi2S6X+6DmifEO/bLVzV6sHHwhPGDV/AeMtVFKseTMSk5HC5l7JScTo/sTEoOp1sxf0xOfzAbNFmWgmeuUPCMFerY+KT2P3qv7GT2749//jEa3DmcofRVN6rDm+0o5w9WK3Gg05bXHVY8NfmSy2IkUzF5XeNnJy3LdURkm4Eh5XXUg1mrO7ZHkeBcOR0uNVSdqLbo4fninmnGGPXHWyd8ZrcyvFBdfeW1qJltp1Rbcazax1lj4kiSTPQr1rxd0WNOlsvrV92K12n7/kdHrJYcjM5Rf8++vLPvfk/FtMy7cTl9o3a8Gk9X/w5VhRZO+bmny0QzemPxeyo1UD/+uhzlYLDWJ58nqmXzLlMk0Kj+eJuCk8zkzLSkGZTXPXyA2xkZzJuvkR7skzsw+oTlvLVrbLukwcWh0pmEXA6v+qssOd0+6cBcjXRPt1zRSplkUg5vdtK7u65G0csvVvCsFerc+bwkyeF2yxUMK9nXKUnyVtQp0Z1dYdzti+ROMrhd/sO2qnjGThYsuQ14KzWYmV1zmo4aB7KCZXWZBQg2MGWDmT75PFE5DqTXI4E56h3YPytKJKaqr8GtkK92wn+AfZ6I4qnesnlvbGNLcqgqvPCIWNnZshwHXtPojDHa0fyEak46L/czcwciql5+lrbtezjXrSb7WJaC0Ua1RYb/6A8tSjdV7pY+pSd5cNM30KJwa/nUcseqnQp6i++M5fdENZjsnr4BlchQ+dHQ70ss3q5QS/lM0p+IgTqvfJ6K3PXB/nb5Q9lgI50clNM7dkcpO52U5coeHBtlvy8Ol0wmKafTq0wqLpfbJ2NnZDkcSvV0yxWJKjM4IEcwP9vnXdCkdHunMvHs5yu47Di1d2XLRL3RGiV6spkNtyegVHL4s2xZ1rjfHdP2mg5kacYT8FYpVjPzC4gC04Vgo8RsY2tvuF0bnS9rZ2DPEbmCdG+1FAkMp+Aty1JFqEltVeU3GXq6tXVvUnVkcd4229jabjZqY+wp7fWOrO0OeqvLZoJpwo7J54nIYTnlcQWVsGd3dsNZoPa61bFH/upGeUIVedt9VQ2KLjpJO9rX5m2vrF+u7rbNuevTNefGZbknldlIpgfkcnpzAX05GEx2yV+g3fN4/N5KDSa6p29AJRJP9cp3oE1pthlEWk5rdh0IDiZ75D9oHaDEQKe8gezPrt3TOmYJlSTZqaQcruzBcTazcfh+B9OZuNxOr9KpwWxmQwfW+sik5XC5ZMcH5QiMDJS8i+arP5mdZ+KpqVOqO5vZcDhdMgdOKFiWI++ssM8TVcKOjXis6ZaxU3IU+P0J+Ko1kOicvuc0aW3xvKZNrg3a6t1yVJU5ozyUz1+uI1DaJLXZ/WouBV8RatJO366ZHta0i8XbR3TXqKs4Tt39uzTQWD415tOtr94tp8Odt8iabWxt7H9SXn+l5i29SInBHm2zN+Tdr65iuZq7Xjncwx1VX7WlkC87WdHrDik1y4MNl9Or9Dh/SOPdrfLXjr74XKCuSXYqkWvzKUkeb0jpZH7Q7HJ6p3zSwJKVtzhaIR2921QdOWZKzzndjLHlcBQ/d+Fwlq5MhTGZ3AJs/fFWBf1jdxIqV8lUvzwHlVEd/LNL9nXKExk7Q+Vwe2TS2WYGtp3OzeGwTUZWieeu2Afe+3RqQG53tuvVwQGPnU6Nut6Gd8kixV8bXg/FcjhzJwkcbq8y6URu+9BcNb+nQgN1h2cdpEKZcLfTr1R6ek7WGWNrq+c11Vcer2XzLlFD1Yna5tlCx6sizXTnKbpRIY8xtrZ5tmluzQpVhRfIsixFAo3yuILqqjkSJuIOG61nuGVZWlC/SrvbRi6OdiQwxmhvxwuaU31q3vbt6fWqrFumitrFcjhdalhwpoyd0X5/a24fjzsojyuk3rqZ//jFEh25QNHl8h3Wha1KweX0KZ0ennRsWQ4Ze/jzluztkCc89tn4iiUrtLf3xbxt2dKs4cfwesKKT0NHKuvQyezj6B3Yp2jrkfc5OlylK8XKHpAN/5y6+3erqrv855kcKpUekPvAd3TGzk6yHpLs7ZQnXDnWXeVweWQfmM9kZ5K5EqBMJlVw7sF0SafiucxGaqBXztCB+SWZzKjBhjMYkDK27ET2u8Byu2Uy2YDJE6pUfGhieGA4u+b3Viie7CnxK5mYoWBkOv52tlT0qiK0IDevMOCtUnXkGO2NtE/5sYGJmvmjnSNQyk5os+c11UQWjzjj31h9stp6XpuhkU2/jEmP+QfH4wooEpijjuojL2XbVhlTZWi+3K7hA4/O6pTS6biiNfllVQ0LzlRn8yt5ZTNzqk/Wvs6XZvzs0sEHIS6nT6m68lnDoRiHrr7rcLqVyQy3mDV2Jq+7zqF8FXVKx2NKJYbLKbyBqrxyH587onjt4TvgHEx0y++JHtbylYmZ+kRhrzukpCnf7EbKJPJOpAwkOuV3jD6RupwZ2bkSvHiyR97AcHBhp5Nyusc+o39w6eBQNyjpwNyDEgYb9sFtdg9005Kk9ECvXJFsSVgympKco38uvMuOUW9Ptu2tw+tTJpn9XvCEq9TjywYV/mCNusLZz7rPEy2rsj6PK6jkFLu1Je24emL7VBNZkre9KnyM0pmEWitLXzYGSDMcbNxxxx06+eSTFYlEFIlEtGrVKv3+97/P3R6Px3XttdequrpaoVBIb33rW9XS0jKDIy7MNra2ebZobs0KVYYXjLjd6XDL4XAdMTWT/fXucRcoqqs8Tu29W9TfcHjS04dD2iTV2b9DtdFj87a37npOdU0rR+xvOZyqmXuqdju257a5nF5VRxZrX2TkGg+HS/Zs/fAfcZ87onhydndAcVjOvCyEZeWv+D2RA/bIguPVkhn+WflDNeqKDB8Q+6ZlYrN1YLJtYR29W1UVLp8SqrRJqbWyX07H5OadjMZhuWY84B5Pf60rb16Kw3Ie1m5M0+HQs+O9lRl5vOGDbpv46zH28GJ6GTsxqZXjJytl4nI7h+dj2Jm05HCo39cvVzB7UiTTPzDqnA1JcoZDsuPZg3VnIKD0YPbA2h2KKhnLBhu+YFUuy+F0uIta+2YyknZcLufETlSE/A3qqS7+s2GM0U7vDs2rXTnid9ayLM2vPVOdfdtpsTtZpgwvs8CMBhvz5s3Tv//7v+v555/Xc889p4suukhvetOb9Mor2Xr2j33sY/rNb36je+65R48++qj27dunt7zlLTM55IL2hltVHVmigHfstHRVaKE6q46MYGO0+RoHc1gOLW68QHvan9fgnFKuNHv47Am2aE7VKXlf4G3Rfrncfnn90VHvE6qYp4He5tyKtZJUHT5GiVSfOqpnpnSpu8ZWNDg8f6HczuwV49A1EA5dhGwifFUNinc2D18PVineP1xykJ3Y3DWlcTosp2y7cDmlbacVS3Qo1Fw+5W19tU61db8mjzukZCqmZHqg6KAjlYnLaZVHs4TRdMf2qCI4+hyf2SKjlJyO4aAgnRqUy+0/8P8BuXzjz6uzM8PzNA7uRpVKD8rtGruL1VSl7ITcLr/SmewE9VSiX25/WPbggBz+7JjTHZ1yVY9eFpnpi8kRzP7NcYUi6vdlT6S4AxGlY9n/e3wRJePDJ1jcLr+SdunWfumvc+XmyBUSCTSob6C58I5jaK3sUyQ4Z8xjEcuyVBFsKotyXhz5ZvS37A1veINe//rXa+nSpVq2bJn+9V//VaFQSE8//bR6enr0/e9/X1/5yld00UUXaeXKlfrhD3+op556Sk8//fSYj5lIJNTb25t3OVx6651KpQdVHVk07n7R4Fz1xPYcplGV1sGr0o7F5fRqYf052tU6++dv9NY5ZdtphQP5i5i17XlBtU2njXk/y7JUO+9U7bQ35m1bUL9avQP7tDvUfNgX1evq36nK0HD2rVxXOJ+M7KTV4a+1YoINp9srO53MvQ8eX1TJxPC6MQ7LIctyKm2KPwvqlFP2BM4o7u9cr7qK5WV1Nr1/sEVpOylP24CS6X7t61infR0vFr7jKEq9AvVUGGOUSg/I457dJ0kSdv4aG+nkoFyebJCQivfL5R+/LCw92C+n/8B7YIbXyUylB+VuLV0ZTqI+JLcroGQ6Jo83rGSiT65AWJnBQTn9gWxnsN6+Ea1vh9i9ffKns3+bnOGIMn3ZYwGHyy37QGnloR2pQv469dWW7rCof7B1AquHZ2UDreICH9vY6urbqdrosnH3iwQa1RvbX9RzAJNRNiFtJpPRz372M8ViMa1atUrPP/+8UqmULrnkktw+y5cv1/z587V27doxH+eWW25RNBrNXZqaJray81QZY7SvfZ2aas8ouK/D4ZLL6VNiGiaZzrRUenBCqXSvO6jqyDHa5H5FnTWzM20ba/RrX+eLml93Zt72fb5m+QJVcnvGP0MYqpinTCah1vDwJESH5dCCulUK+mr0mmuDWip6Fct0H5bSknQmOeLMpNcdUdye+joSMyUbXDgP3lDUgborEFHqQIBhWZZkTF4QFgk0qncKTYkclqtgycZgoluDyS5VtpXHatUpOyFjjBKpfnndIbktt/oGmpVKDyqR6lOyyO455RRIHWzA7lXAN9ylKZ1JzrqVwyUpZcdz87IkKZ2Oy3lgrllPaEAu//jztDKJAbm8Q/cfLrtKZeJyW+OvFzEVg8ku+T1R9VSm5fGF1ePvkzsQyWU20j3dclZXjvn7k+7skit8INjw+pSJH3zgPnyfg9fmCfvr1TdYulLtwUSX/Aetd1KI2xUoquS6Odqt6uiSgidastnszll9gulwm+nOU3SjKtLLL7+sUCgkr9erD3zgA7r33nt1/PHHq7m5WR6PRxUVFXn719fXq7l57NTijTfeqJ6entxl9+7dJX4FWZ01KVWEmuQqsFjPkLqK47Q/OLu7QSTsQbldgQkfLFRHjtGyuZeovWezBufMronIsUa/drf+SYsbL8ibFNka7lFP+zbVzz99Qo8z55jz1Lr7+byyE8uyVBmar6XzLpXL6VNXNKHX3K/qNfcGveZ+tSTvlRnjIDwSaFBv9Sz59hrFoZmM7JyNyb8eb6RaXf7hoNDlCeYdTAd9NYolip9v47Acsu30mGPL2Gntan1GC+ILyuZgfIdvp/oznaqvPF5Oy6WQq0rJ9IDqKpZrXs1Kbdv/mFq6Xp3U++04pNNXOUnacXldB6263bdNleGFMzegIqXro3nfWSaTzk3yttNJOcaZHC4NzdPIBln2QXM2zCFZxOkWG2xT0FejeH+7fMEaxTub5atqyK2x0T+4S56muaOPOZORPTAoZyCbkUl1d8pdMVxOdPBnyuUJ5lowe91hJUo0b21ovsZkPs8+T3TSJ3+6a40GE12qnsA8L8uyFA40qLd+xg8FcYSb8d+wY489VuvWrdMzzzyjD37wg3r3u9+tDRs2FL7jGLxeb27C+dCl1Iwxau/ZrJro0gnfJ+irVjI9oJRdPrXYk9VVmVBlaP6k7mNZDs2vO0s7W9bOmtfeW+/U7rZndUzjBXlZnHQmodbdz6tp2UW5P8aSFB/oUqxnn/alt2jP4CvKpIdfZ7Yd7lnamlg34qDMYWVX8p5bs0LL5l2qpXMvyb1X071eSbaOe2RgHPLXT6lOeKYZHRJsOBwyRRzMugJhpQaHS6f8oRp1RYcniU/HvA2/t1Kx+OgnHHa3/kmN1SfL4yiPNqvGGPUPtipW7VK4JaUlyWxzhGMzJ6qizVJg/4CWp0+Sbae0r2Pk7/ZY3K6AUqY856+l6yO5Nq/mQFlKZfvsWsxPGtk1yrZTw3Mw0kk5XAXmzJjh2iljMvK3pw7835ajRIcQ2RNZflmWQ/FYh3zBatmphJye4c9Dcl+zPPNGX4wwuWefPE1zhq93tCliRi9fcnuDSqWz5WCWZWVLt0qw3lB3dUbR4OjB0Vh87rAGJ9H5Lm2Sau5cr4X1qycc1NREl6q9Z3PhHYEpmPFgw+PxaMmSJVq5cqVuueUWnXLKKfra176mhoYGJZNJdXd35+3f0tKihoaGmRnsGPoa3Ar4qifdBrCu4li1RKZ2wDKTegf2KxKYU3jHQ3jdITXVnamt7k1lv6L64JyQ9ne8pCVzXpfX5tYYoy2JF9Sw8Ky8Vqp74hu0u/M5dTqzB5FOb0Bbdt2vjsDwzzkQqZcvVKOd1uaCB2Ved0jHNF6gXa3PTGvXkLSdHLUrisvpUWacM+7lLjtB/JDMhm0fdPsED4IDYaUH8oONwdhwYOA4kDGZyhoR9X0Vau3eOGJ7d/9uOZ2eslpXY9DuUzhQn+vCNXQgc/BK2pZlaU5fjdwuvzbtuV8DEwjGsgsklrYDULEymWRuMb/2ni2qDC8sqxXcJ8oeEWwML8Znp1MFg42Ds4XGzuRKyYzsSa0VMxldlUlVBJtkjJExdrblrturTCohy30gAEwk5fCNfiCeeG2bIhXDJ/9SXR15Cxce/D3g8YXVWzH83RoNzlNX1fT/TvbE9k462PB6IpPKtOwNtmhOzamTWmzT4wrINnbZ/y0uG7Ypv8ssUHbfnLZtK5FIaOXKlXK73XrwwQdzt23atEm7du3SqlWrZnCEI/UPtihaxEF3JDBHiVTfrGwLm7Kzf4iLXUE44K3UvNqV2uHdUbYHtraxs6Us9atGBJI7tEnBcIMC4eGJ4s1mu1L93Wo4fY0ql65QpOlYhecuUcPpa9Tx6tNqcQw3BaiZc7IkS6/2Pa6uAnNY3C6faiuWq7Wib9z9JiNlknnB08HCgQZ115Xnz6Sw/AnuTpcvt1qwNPH5AU5fUJn4cNmU11+pxED+wXNFqEmdU1hDxusIyMhWd/9upTNJDSS61BPbq5buVzWvv77wAxxGXkdAscF2eV2FJ0vXd0e0OLVM+9pfKLivbTIlOzs+VWF/vZo712vLvoc1kOhQXdfsKv0ckraTch4yry73OTgwH2k8JpOSNRSQWFZuPln2btMfbBhj1B3brWhwnjoqB+ULVise65A3WqNkT7vcVTXDYx9Dpj+WW4tDkmSbvJNCB38P+ALVGowNl0RWBOequ396G7ik7IQsadKtgv2eqAaTEzsh2d/gUTqTUNg/+e+OkK9GA5np+/sCHGpGv+VvvPFGPfbYY9qxY4defvll3XjjjXrkkUf013/914pGo3rve9+r66+/Xg8//LCef/55vec979GqVat09tlnz+SwRxhMdMs/TqvbsViWpabaM7Wn/fmyXkV3NF3VKVUExy6hSqYHtNe7V+0VY3crCfpqFPLXqbWy/CYk28bWdt821VUsz+vkIkktoS6lk4OqnnNibltnqEe9O19VzQkj09dOr1+NZ1yu2L6t2jPwcm6+RF3TCs1deoH2bX0ib9L4aCpD89XTv2fafk9S9eEx+73XRJao48BiWLONZeWvX+Fy+5RODZdETDSwdbg8yqSGAwmny5PrYDOkJrJY7b1bpxQsHxM/Rv2DrdrZsladvdvUN9CspanlZTcR2Wm5FPLXKtI1sT8ZHodPXk9E3QW67qUzibJtfRtsjmt5+iQtjC/UwsHymTszWelMfMyDXIfTVbAFs51KKdid/bk7HE4N1pb25FhfQ3btJofDqZ72rYrWHKMud6e80Vr1Wu3yVNWM+5kzqbQs58Q/P95AhRKD3bnrDodLHndQg9N48N1ROaiqyOTXyrEOdL4rlNVO2QntaXte8+vOKmp8Pk9UgzWlm+wPzGiw0draqquvvlrHHnusLr74Yj377LO6//77demll0qSbrvtNl155ZV661vfqvPPP18NDQ361a9+NZNDHlU6U/ziRm6XT9WRxWqpmF2LqfXE9qgiNHr/+Y7KQb3W/7Qsy6mWXc+pq2bsP2Z1Fcepu39XSXubF2NXcK8qQk2qCOV3M0ul42rb84IaFw1n11LJmNpeelx1K/LnbhzMcjpVe+rrZKdT2t23Lrfd7QlqwXF/oY7967XfP3YXFMuyVBFqUvc47+VkpDJj98h3u3yyLIcSJahbLrVDF/FzHhJsSBMLOEY9sDykLbDD4VLQVzOlyZUOy6mmWKOWJJeqKdaoplhjXmlSOVkUP0Yh1+hrGoxmbn+dOnu3a3vzk2ruXD/idmOMkulY2ba+lQ7U8DvKd3wTcfDfp0N/9y2HSyYz/oHswauGZ8sSD/4Omv4MaFv3RtVGj5Ux5sB8jWxGwxutUaq7S66KSumgieqHSnd0ylWT/3s6Xne/ofa3B7839ZXHT2sDl2wJVXHrtYT89eqrGzt4MgcWEp5fd1bRxyEed0jJNKuJT8h4i+vN1GUWmNFg4/vf/7527NihRCKh1tZW/fGPf8wFGpLk8/l0++23q7OzU7FYTL/61a/Kb75GvUs+z9iT0G07o5ZQZ95iboeqDh+jnv7dsya7kbAH5LCcI0qLUpm4Ng48rY79GzR/+aWqqF2iuUsu0N4tjyqeHP0skWVZmltzmvYGy2NleGOM9obb5Xb6VBXOXy8lnUnqtdhazTnm3FxKviPYo217HlbtKRfI5Ru/xMSyLFUde4bS8Zj2Z7bltjucLs0/9hL1de3RTmvLmAfDleGF6urfNcVXOPRaEnKPs5JtY9XJ2uXbVbYlbmM5tBtVuMuhVHL4j6jLF1AmUVyLVo8vongq/6RAfcXxo867OBJNdr6C03JpcWKx5g7Uq2dgnzL28EGtbTLa2/GCosF5szZjMFscvNClkcnvIDWBMqqDWY7hTIjb6Z32Ov++epccDpe87qDiyR55A5WSjNKJATk9PmX6e+UMBJXq6pCzqmLUxxh44WX5li/JXc8MxORwj3/W3u0N5x1s+z1RZezktLy+pB2X2+Uver5PoXkxPXUOhQMN8nsrinp8KduK27ZnZ0t6zA7lWSw7i7R0bVBD1Ymj3tZeMaANvY8qHuvQ5sFntaHvce31jCyFsSxLleEF6pyhlaQna2+gRQ1VJ+VtS6Ri2tT3lGrnnqp5Sy/IrVDr8YY0d8kF2pZYp73evaM+XtBXrUwmMePrjhhjtCu4V5ayB9uH3rZ58FnVLzhTvmD2rFkmnVT7y4+r/vTL5AlV5O2b7OtU++AWtQ9uUXowv0ys9qTzNNixTzs6n8kdzFsOp+YuOV+WZem1wT+N+sXvcQWUziSmJSjNllaMHWz4vRUK+evUVjW7znbZdjqvLMfrDikVHw50PeEqJXs7J/RYhy5wGAjVqiuc/364XT45HR7FM7PrfTqcvI6AAt4qJVPZz0Fn3w5t3vNHed1hNfZUzOzgjjKWrPyz/BMINBxOl8yB7yOHwyVzYH0YjzuseN30rSBuG1t7O9ZpXs1KSVKrr13hyvlqde5ToLZJqViPXOGoLMtS/8BueeaPnGyd7umVLEvB1PAiOLEtGxVcety4z+0LVKq7Iv/vb1V4kToqp55xL6YL1cEGEp0KtIw9N6yjd6uqJtDmdnyz66QSZh+CjSlI2oOyLIc8rpFtSbtqMmrZ+YwWHPcXqp23QguOW6P5yy+Vbdva2PfEiIPJmsgStfdsVmd1eXZmGTI4JyRjMgocNEfFtjPaMvCs5i65QP7QyJXOvP6oFhy3RvFYp3Zo06iP21h9ivYH20o27kKMMdoZ2C2fJ6rG6pNHnG3doU0KV87PTQg3xmhH25OqWn6mXN7hP7ipWK92vfxbtXW8IpNJy6RTat7zjHat/53S8QPtFR0O1Z1ygTyhCm1ve3I44LAs1cw9RRV1y7Rp4JlRswqRYKN66qb+eidS+ldfcbw6e7fPmoyblG3zOdRBSJI8rqBSieFgrzJdo8GO0YPeQ1kHrTQsSb5QrQb7R5ZW1Fcer/2hmfvdnQ287rDiqV61dm9U30CzlqVPUF3X7F6ZezYaqzxw3Ps4XYpVZL+LHE63Mgc+Ez5PWPHU9M1r2BXYrbqK5bnvpVjvfgWjc9S/d7PC85aqM7FTvnnZeYLJfc3yNI6schh8Yb0Cpw6f/DPGKLFvjyod45cweQOVig/kn4SoCDVNSya5N7avqK6NQ1LpwTFbYKdNUrZJyzstq9yTYZwISzO/iF/eZabfkAki2JiCgUyvQqN0fjDGaP/2pzR3yQVyuobTtw6HS9WNx6tm7snaHH9+RP330nmXqG+wRXvDbWVZvmKbjHa2Pq25B848Ddnl2KrK+uPk9UfHuGe2LrZx0SqlEgOjToYOeCuVTA8WtVrqVKVNSlu8rynoq1FdxbEjbm8OtiuViKmqYfjs2N74BnnCVfJXZ/u8G9tWS8c67d/+hCpXXaDKs89TcMlyBZcep6rzLlb0jNXau+lB2QetuRFZcLzcgYj2DLyc93zhyiaFK5u027lNh4r4G9U/2Drl15yxU3IUmBtgWZZqokvVEh1/8no5cThceYvEHTqHIxCuV7yrNa8d7phsO+/gzOuLKJkYeXAV8FYqmRo4LKu+z1aVnW7t73xZA/FOLRhompUtZGej7O/k8O+wfeiily637PRETnANBxtDAbjXPbm2rOPpqbPkcLhy6zZ1VA7K5Q7ITidlp1Ny+UOK79kpb+O87N9G25blzv/+MsYo3dGpkDW89sbgjq3yNeVP7k/2dw131zrg0EniUnY+ld9ToVhD8WvdZBdkNUXPpUhnEnI6x26gkLAH5fOM/Xd3oizLWdR6RMBE8Y0/BZmGCjkdIw/Y9nr3KhSdK49v9LkcoYp5Clc26bX4s/kBh+XU/LozZYyttqqZLSkaze5gsxoqT8w7i5LKxBXr3a9ozcTSuA0Lz1Lr7j+PGkw1VJ2g/eHDv6r6Tt8u1Vccr5rokhG3tYS61Ll/g+YsPldS9o/3rr4XlOzrVMWSFZKkHn+Xdr38Wzk8XlVffLlc4ZE/d3e0QpEVZ2r3+t+r23NQm8UlpyrV36O9iY1570ll/XGK9ewf0RZ3sn3XxzORWvmq8CL1x1vVO84ExXLicQWVTOWXNB08qdWyLAVqmzTQtrvgY9kHrbQsZUvdxgooAr4qDdi0jhyLx+HTsZkTZ3VXp9kobVJ5B7oZO5l3Aizc5y04h8lkMgp0HVhXxemRfWD+ocvpGXcu4mRky5GzpbnG2Gre+SfVz1+p5vRWhZuWq8vRLHdltRxutzKxfjnDI8/kp/a1yN0wnPY1tq3YpldUWzGc6cikEmp78TEtqM7v2uRyB5ROjnwfaqJL1dL9alGvKWPS2tmyVk21ZxR1f0kaSHQp4K0e83aX5VbGnno1RHZ9pdlRxo3ZiWBjCjJ2esTZYWOMultfy2uLOpqKumXyh2q127VjxG1zqk9VV9+OGZ/DcLCEPaBUOqZoMD8dvNPepLp5p018/QKXR9GaRaPO3wj76xVP9h22Lki2yag52iOPK6BwYGSGao9nj7paN2n+cZfJceBAc+v+R+T0+FV78gWyLEvdng51r31MVeddrODS48Z9H7x1Dao872LFNq7XrvX/q470TlmWpdqTz5edSmhb8yN5JVWNx5yjlp3P5j2G0+GSPcXF/SaTNbMsS4sazlNz13o1R3sUy3SX9eJP3rZBJdP5c2Q8/qgSg8PZmQbPYvXvnd4Vc0P+OvVNvFHTUclluQk0DrO0SeYHG5n8NTfcnqAy8fHnGxk7kytNdDjdyhyUnbUsx5TLLHvqLPk80VzDip3WFlXULJHbG1KsZaeC9fPV/+rLCh2fnUeX7umSq3rkhy2+YZMitcPZ58Fd2+SbvyhvfY2O9U+q6riz5PbmByuWZY3oNidls5YOy6mu2sm/xj3BFjVUnSjPFEqc4slu+T0VY97utNzKZKZeDeCwXNMStBwVjCm/yyxAsDEFiVSfPIeswdAa6lKooim/48cYqhtPVF/nTqUP+bKwLEsL6s/WdvdWxeeGp3XMxTDGaKd3p+bWnJa3vbM6pXRyQMFo4xj3HF1V/XHqaduiZHpkMDW3ZoX2BvZPabwT0Vvn1CbXK9lVj2tWjLh9n2+/Bvva1LTs4twf2p1dzypYv0DRhSfIsixlknF1P/O4qi68TM7AxP6guIIhVa6+QFXnXaKBLRvV7WyR5XCoculp8lbWa29i+CyaxxeWZJTKHDpJcWoHbCM60hTgdLi0ZM5Fcjm96oomtcW16UB5QPlxOzxKpfPfL7c3lNeRyu0JKh0fGDfostPJvIOUQjzOgFKZ2dcqGEe2RENInoMWYrRNRtbB2fhRDrAPZTmdilVmM4MHl1FJks8TUdwufp2k1op+tXZvVOOBrEYyPaCBvhZV1C1TfKBL7mBUdjolY2fkCma/c/pju+VuzD85lOntlx2Pyx2tkJT9mxXbtEE1oWW5fWItO2W53KpN1I46Fo8vosQoc1Caak9XS9eGSf0t7qhOysie0sRwSRqIdyrYOvbJHadc05KR4CQASo1gYwoGE10jFvPrbNmoqvqRdf+jsSxLDQvP1sa+J9V9yJkTrzushQ3nakfzUzMyj+Fge0LNqgwvzGvxa4xR846n1bBw5CJC6eSg9iU3aW9io1KjpKYth1ONx5yjLYPPj/hDF/BWyrIcijVOX5eTgxljtC/SqbaeTVo692LVVSwfUT+eSg+qq2WT5iw+J/cl3OZtUyYZV3he9o+XsW3t3fyQKs48R07f8FjtZFKt6/6o5rW/VfNTv1HzE79Wy3P/p+anfqN+x/BcC4fXq4qzzlfPC3/KvQfRhSdqoGWXOsPDZVLRmsVq9ua3BbYsZ968hMka0ZFmIvexLFVHjtHcmlO1qPE87etYp9fcG9RX71bKThRcdOpwcco94o+vy52/irgkecKVSvV3jfk4id5OeSKH9uof+6AsY6fkdLAoFsrLYLJb/oNq+rOtoYcPLNPJATm9IxucHMzlD+c66g3dd+izEPBWaaC2uN/7lJ1Qd2y3FjdemMu+7LJfU11TNlO+p/sFRRedqM7EdvnnL8o9b7qlTa76/IBh4MVXFFh5yvDr3r5Z3jlNcnqy2ZJkX6e6t76oBZVnjjkef7BanZGRJwwcDpcW1q/Wjpa1E/re7W/wqLN3m+aPUz5ljK1tmVe0y7Ft3O+VZHpgzMnh0lDHvIJDAmYcwUaRsgdrJu9AtaMyLpfbK5dn/C/vg/lDNZq39HXas/mRER2qvO6gmurO1Fb3azNWM78v0ilZlmoii/O279AmRaoW5s1LyWRS2rr/Ye1oe1KWyy2nx6ft+x7R3virIw72fIFK+YM1ag13j3jO+orj1VaitQv2RbJzQhY1nDdinRBJaov2a1P/WjUsOjt39j+dHFTnq8+o5oTVuf3271mrwKKl8lQP/9Hrd7So5en/lf+k41R51eWqfPPrVfnWKxW5+HxF17xO/Y+tVW9seNK30+9X4Jhl2rfjseFVxU+5QG0vPZ6bYxCuXKC+zp15Y/S4/EqZ4gPQqZ7F8rgCOqbxfC1qOE8dvVu0O7BXm12vqr9h5g+2naPUMAc7bGVS+dmO7LyNsVe3HlpE7GC2nc7rdHWwbLBRnovx4egVT/bIl7f+gsnrPtUXScrpHf/EjssfUmpg+Ix/dk2KbPDh91ZqIDGxVtKHao50qb7y+Nz3UUfloNLpuALherVYu+X2h+WNVGtw13b5mxZKklKd7XLV1eR9h5lMRunWNoUc2RLf+P49Gti+RXUHsiV2Kqm2lx7X4rmvGzdb6QtWKx4bfc6g1x1SY9VJes396rhlvr11Tu1p/7MWNpw7bvZ4n2+/HE6X0qlBNY+xeGA6kxx3cvgQl9M7IpuL0pnx7lOjXGYDgo0iJcygvO78tGpf1y5V1C4ddf92b5t29a1Tq2tkiZDHF1bN3FO0Lb1+1DP9ixrPU3vvZnVUH74MhzFGLRW9SqR6Nbc6v8xov79V6WRMlfXLc9symZS27PqDIguOV8PpaxSeu1ShOYvVePYVspwubdn1wIjXXjP3ZLXteWFEza/fW6FkekBpM701pG2VA0qlB9RQecKoB9ydVQm17XlB85dfKn8we6BpjNH2lidUc+I5ubNkbX2vSpalwDHZn7WxbXXuel6xp59XxRWXyjMnvyWjw+eVI+BXxRv/Qomdu9W+6YlcN6TgkmPl8AfUkdgqKfuHPTR3ifZnstcdTpccLk9eKZXbFZjSiuuHdqQplsvp1YL6VVrUcK4Wz3md9ravU0/dzKbjnZZzRNDu80QVH+jI21aVGH+9jcGOvapO5vcYTiX65faOXj6WsZNyzvKVpnHkSaYG5HYOBxN9VdnJ0EMqBkJK9naMdtccdyCiVGx4zpM/VJPLAPg9FRqId0y6e+LgnLAGE10K+7PflelMQvu3ZxdMNcZW99YXVXns6ep2tsgZCMnhyX62epo3yHdsfiOPxI7d8ixsyn2n961fp3nHXpoLLDo3PavKZSsLngRMp+Jyusb+DEcCjVpYv0rb3VvUVjWYm1NpjFHcjmlPqEWt3RsPlJyOPPFijNGW1Iva0PuYetu359qcD/Q2j/p8sXi7gr6RreQPFfTVKJY4/I1VgMkg2ChSwh4YMV8jHuuQLzj85WCMUYu1S5t33a/+fVvlr25UbP82bd79QN4K0pIUqVogjz+qzfHnRnxxe1wBLahfrbaezYdt8vT+aJfSmYQW1K3KOzDvrEqou/U1zTnm3LztO9ueUuWylfJX508gtyyHIvOXq/HsK9S1+XklD1rzwOnyqrLuWO1x5Z+5l7JdQFoj09dydX+kUwOJTs2vO3vUQCNjp7Rv25Oat+TC3IKEkrSz+1kF6ppyZ7nb41uU2L9X0dNXScr+jNtefFCW16PolZfJERj7LKHldinyunPlqq1W67O/l53IBo+RE1eof+Mrw9mMecvUt+e13O9BqGKe2oLducdxuwJK1hc/6fDQSaPTweX0aMmcC9XStWFGO1dZcowodfC4gkrG82uxXe6xVxI3xs6223Tnly8kB7vHbO+cziTkbp2eLmHAdBjKlua1fY33HpgLluUL1ijR0z5usGA5HP+fvT8PkuvMrjzB39t9393DY49AIAKBlVgIAiAJgAtIZpJMqVLZ1Rq1qtSlUWvaalQ23UorsymNjVW16o/ONpsZyaZssqdlmpJU3WXVUqlbKikzyeS+gyRAgNjX2PfFw/fd3zJ/vIB7ODwCCIBkkpkZxywM8Odv8+37vnvvuefUzwfg8sYo5uwFsiAIuJ1RcvH7Z+Ab92UytfQJPbEj9Xsb16/S1vsYsuJgwRzH3W43dudvXMG7Zz8ABWXF7su4i0JVvjmCP2RTl2vpJLLHi7gqbVtamcOolIjp9+8rzKdniJbvrfKgKV62dz4DlsW0Y4YJ5xQ35SssepK4nVG2tZ/YsMI5JY2hqG76dr9I765vIYoyiupu6idbi2xxDl/y/ks094pBqfxw1aUtbOFnha1g4yFRiTrR5OZgwzCaZQXnjVGKyzNE9z9NZM8TOMMdRPedILb/KSqZZaYLl5qOj3TsxeWLM8mtluuJgkhv7CgT6thXbrJWMYvkS4u0h5rN7SzLYmHyDB0DTyKIjQXlbPk6kubCFdm4GU6UZKL7TjK1/EnT9kBskFxyoiUbHXB3kystfinKR7k2hVI1TU/ssXUDDd2ocjP/sT3ZqY1gYaZ4GQEBf99uAFaq45Qmxwk++Uyj9H/7Y9TuDlz7dm2anuTcOYT7sYMsfvoKZrWKIMu4B4ZYylwF7PfKGeliSbIVu7yBLvLphlSrKrvWba7fLOxg4+G14zeCKMpsaz/BXPLiF6q8fBHYn4HVsk1WXU2TuiAI1IpZ5s+8SiW7glEtU07ZvTHl1FILhQqgUkrjz6xPFasZJWRh8wuuLWzhq0bFLKDdlRCrVQtN1TlBEHAEYlTS9/bukR1u9Jo95miuEKV8o5phG9K2zlkbYTGQJejtq99bMlTBNHXcvjiGUSM7eR1f7y70csEO+r0+LMsi/+EneB5v7oOwajpWtVYX6MhdvVh3C6/mkqRunaO/7clN3VelmMKpBpmWJu4ZfEmiQsS/nYGOpwj7tjHY+Sw9sSME3F0bzgHJUJVSbpFI5yNN2+9uuF+LYiWJS1xfPn8tXJLvoalsd3C3H8sW7gHrG/j3c4CtYOMhUanlm2hU1VoBZU2Z1tCr5KZuENn9eJPDNICkOgjvOoZRLbcYugXbhqmUMyz7WrOkDtVHxD/EnPercys2LJ0JdZzu6KMtA+esNovTE61PVpZlMr78EXqlSGjnxo13d6B6AkgOFwmtcf+CIOKPDjLvvLsJWiAW3MniF6xu6FaN2cT5DbXOa0aZm/nTxHoexe1r0J+mC5cxKmVCO+0G+IwzRf7mVUJPPlPP9OWtecxCAefu4XXPrY98Svbv/iPGVKuviBKP4X50P8nJzwBwbR+mPD2Jvppt9/UMk5uxJ3BF81CrFOrnUGUP1drDK8CUYg4cyvqTmGVZjOqXuFH4mEnhNoUHpEhIokJneD/znntTM37WkGQN02gOaIcGXqY39jiJKx+ycPanpEcukLjyEStXT9PuaBV5KOaWcK1DazBMnUJpGZe4ftVjC1v4OpCNCC2ms4Igwl3JKkcoTiV97zlFdnqpVQqr5xDwhfuYc8zZx6s+QNhUz1ax3UW2OE/EZ1OhTFNnbuw08b4jWJbFxNJHhHY8iiBKzI9/iO+RRwFYufURWn8vcqD5N1ZbXELttMft8vwMgiQT0G36Y/LWOfriTzZ55ZimTjG7SLnQvDi3TGNVxldnbuzDdaXZ14PHGduwjwvs8XTJm2Z29APatz3RMqduFJxUajk0xbOpBJYkyBjmFxPoqNQKX5IL+Ra2sD62go2HRLWWb6JRLblTeAJd9cczhcsEtu9vqgCshSAIhHceRS8XmS5cbtrese1JFqc+o6a3UqZC3l6KleRXljke18boCD/S4ko6KYxQzieIddn9G3c8JxyhOOHhxzbdAxAcPEjy5tkmNSR/ZIDM8mjLvn5XJ/nS0kNXN0zLZEwdoSt6aF3aULVW4GbuNO39x3B5G/z8BWuSWj5FaKdd5jdqFVIfv0/oiacRJPvzzFvz5N7/GO/JYy3ntUyTyufvYpYqtP3Ot7AMg8JbP8IsN39mWn8PRjKNnssiCAL+g0dYmPkUsDOJlqHXG+sd7jClahoAVWk1rnsQrKeidgdzjjlESaVz+0mcnhgL8izXcu9zLfs+o7VLJAL3lowFewKu1LJfu4raWlim3tIcKitOVM3D9u7n2d7zPAOdz+Jq62Ww/8UWQ07LNLAsc12KxHLmFtHAji35yC18o5ArzuNzNdOHJFlrEesIloNU7tO3ITvcZL2N+Sgc30Vq8WZ9LOiKHGImcZ5s28YUymREZ2r5DL1tx1ZVlCxGKp8T6z6AorpZZALZ5cUZ6WQ5ew0lEkMNRcikb4Fl4dy7s+Wc1dkF3GoHlmWRu/w58Q47qVQrZBEQmn7Heq3E5LWfkktPk5i7xOS1nzI3+iGJucssTp9Dc4VY9mRo73+c9NKtlmr7gyIRKHIt+y6F7AK9w8+jqJtfzKfzMwTc3Zve/4saLFZqWbQNElBb2MKXga1g4yFhmNWmJrBCZg6P3w429FqZSnoJV6znnucQBIHwrmNYeo2xpQ/rmVdJVunY9iS3imfWHfA6wo98JZnjsllAFBU8zubG2IS/QLmYbKJPTSbP4G7rrUvB3kFKmGd24gOWsteoFbMt2WTZ4cbdMcBs6Wp9myQpyKqrReNcEATiwd0s+NIP/Fp0q8aIeouof2jdJjvdqHKr8Cmd20/icDccWmeKVyguTRLde2J1QrQlbv2HjjZK9dUpCmfOE/iVFxCddtXKyBfIvfo3lM+8Sf7Vv0XtCBM4dRBBEvEd3Ung6UcovPVj9LGzGIUGBcpz4iiJK7YalRqJYel6XfnF3b6NRWvK3s/fScJlvw+i0NqX8CAoVVJNcph3kAzXyCyPEus+iCSreAKdtPc/Tv/ul+jd9W0CsSGyK2Ncz31A5T6VFftz21ha9quEKMot6iyiqLRkM+9AklUkWbOraXr7ugow+fRsU+XrDgyzRiY/TSixpUS1hW8OLMtCN1p7s0RJxbhrUaqobvRSq7/EWsguL7V8uv5YECU8ga66mqAiO9je8TQLyauko83JCNMymXBOkSsuMtj5LKpsMwBmlEk0VwBPoAvT0MmMXyU0eIiMI0l5Zgrvnv0U1CSlqzfwPNkqsW7ValQnplEiMSoLs6ixeF3EIz16Af/Avvq+hewCUzfeoL3/GP3CMEOORxlyH6GLAXxZhUg5SK8wSD49gzfUQzA2xLxjseWam0VVL7Iw8Qk9wy/Q1vNoEz33bohiq6FevryEb3nzFWWnFqJYefg1gW5UvvQ+vl9UCJb1jfv7ecBWsPGQuPvzNWrl+oAyV76Bv3/vpjKdgiAQGj6Mp72fkZk36hl/hztEpGMfI9WLLce4HRFK1dQDK4DcDwlfvl7evgPTNFiY/JSObU/Uty2ri5iG3hpoMEfu6kU8w7sRRImlpQvM3HidmZG3m+7V17OTwuJUvSEawBfuZ1FrLeV7Xe3ki4sP1KdSM6uMKDdpD+0l4GnNDtkZtfO09T7W1PC7rC1TySaIPvJUvYKxMHcGZ08/WtSmIxilEvlPzuH71rOIjkbfgzH5Ob7je/Ae20XsnzyPe19/0zXVjjDRf3QKOeih+MFrdTUqOeBH7ekks2wHX65tgyRLtniAK9ZDcdnu1XD54hSzDTUvTfFSNh68umFYOghCS+lfNyrMjX5A1+BT61apBEHA6YkQ7ztK+7YnGK9e5nr+NMnQ+tULj7ONUiVF7UswnHpQxAI7mU820xP7pF0k5i5RKaUf6pwr81fo1FuTB3MrF2gPP/KlqHttYQtfFvJxBbezNcliWQaC0Fx9sJvIxfqYtB6c4XaKyzNN43iobZjUYsOEVBIVBtpPksxNMO6cIBsTycZERtSb+Nwd9MQOI65ee8mbJp+eI9K5H4DZ0jV8fbtBFMl89gnBo8exdJ3sW+/je+5kfTxei8xP38HzxGFEWaayMEdQs3+ftWIOvVwkUgpjmjozt94htXiTYe+ThJJa0/06VC8Bdxc+VzuSqFApZ1Adfixool9tFpZlsezLciv/CR0Dx5t6ODeCwx2iVGlOzJimjiRsPoHhSZoUyw8fbMiS1mIuvIUtfJnYmiEfAlWzjCKvMXKzjHrG3zR1SomZdasalmVtGCC4Yj244/3Mlq7Vt3mDthP5sq816+Rzxsm2fXkfn2VZ5EtLLVWNaWmcUHxXXRLQskySN88S3tmcaco402QunCX05DMogRDu7TsIHj1B5NkXUYIhEsVGA6EgCLjbelkUGj4HnkAnudRUy/sjCAJBb9+mZX9t6tRtuqOH8TjXd4qdVadxuEJNmWrTqK16aTR4tSuVMcxqBff2Rk9G8vbHeI8fRVQbE5FlGFQmF3Fsa0eJ+BDE9YNMUZVxDXfj2tWLMXGuvt21fw+lG7cxdR1HRzflOTvAkDUnZq2CZRpIsopp6A0DQHcn6dCDl/lXgmWCnt6W7eP6ldUG+ft7xGhOPz3Dz9Ex8ASLk2dZdLdWDO5UpeY89248/SrgW9Sp6nkqa6hmkiizzbGf5enPH/h8xdwSqtO/buavWEnhX/pqBRu2sIUHxUpunKB7nTnI1NddRCveINV7mFwKooQjGGNZaSQ8ZNWFKGks+xtVTlGU6I8/QSywk3x5mVxpia7oowQ9jXtZdCdJzF2me8gW2qhVi5RWZvF0DJBiFiUYQnQ4WT7/Bp4jB5G8rXLTZrkMkohXsZNJtZWGL07q9jlCOw7Z/1+8idvfzpDj0LpytE3ntExEQUIQBCrFFKX8MhPcZFIYWdfHwrIsFj0pZtQZxoxrXM99yLXc++RSU/QMP4/DtT5V9W7IqpvcvUWw7gun6K3TbB8GquKhqj88NXcLW7gftoKNh4DdeNdYlCd8eZwee2FbzC7givU0VTWMapnJSz9i+uqrTF3+MdO33mQpew1Tby6d+np3UVyebpKHbes9zOLU2ZbMfsDTQzq/sSnZA7+mmIDX1X6X+pRJLjWNP9Iw9Jur3MTTOVgvVxuVEvPzZ0if+ZDwiVOIauuA7hneS+H2DYxaI2Dwdu+oN0CDXUrWXEHK1daG8IhvgGR2/L6vwbIsJpyTxALDuDboSajWCmRXJoh2HVhznN1/Eho+3CjDy0sUbl8n8FhDySRnzGFZFkq88dlbpkn57Ft4Dm+es+95dJDSjSksw67sCKKIY3s/+eo0giQhaY66Y68r2sWStNqI6YmQCNgTgtfVTqawuSbGtUgXpgh6m4MNuw+DdWlC94KiuukePsXy7MV1J2OvK45ulOt69D9LtAV3tSjkOFU/ul5+YC52Yu4S3Wxr2Z4tzm9KB38LW/hZomqWqelFXI7WFaxdwWilYMoON0b53ovNwPYDpEebK+3t/cdYnDzToo7n0oK0h/bSEd7XRNlccCdILd2kZ/h5REnGMGqMz71LeNcxsExyl87j3bOfdOIaal83avf6CodWtYaoNYJ/yzIRRAnT0NFLBcLFEIZeJZMYpb3Sse457oYAIIhMXHuVxOxF9FoJt78ThzvEreKnTHCbVH6KWW2OCW5zLfc+pdwSkqTij/TTM/wc/btfIt53tEU2+15QVDe1ysMLfgDIgvqFjP1EQf7CPSq/NDC/gX8/B/jGBBv/w//wPyAIAv/tf/vf1reVy2V+7/d+j3A4jMfj4Xvf+x6Liw/Po/yykM5PNdFzMomR+oI8rWVQvY1B3jINZm68gf/QUSKnXiT6/HcIHH4CQZKZvv4aM7feJLPKxRcEgcieJ5hcOl3PYMuKg1B8J9Nisy+HQ/VTqX15PhQruTHCd7mEzznm8Yf764toQ6+Qnx/D12Nn+vVygenrr6O1tRM59VK9p+FuCJKE/8BhFqY/rm+TVAeCJNUVTgA8/g4S7lYVLlGUUWTnfWlD874VnFpwXerUHYzXrhDva/bamMqcwx3vr3uEGLUK6c8+JnT82Xr53qyUyX/4Kd4TR5vOV730PlpvG+49ffe8t7UQBAHncDfCGpd0ORJCX7ErBM5tg6wUbgPg6dhObtb+fyA6SHrZ/r8kyjhU3wO5dhuWjiBIdSrDHSxPn6et99FNn2ctRFGmY9vj3Cp+uq4iSjy0l3n3V6eethG8Czr58nKrSaY3Rim3+fsp5ZcRRaXFwNOyTOZXLtGeC29w5Ba28PVg0ZcmFmhtpgZQHT6q5dZ5w6iWke7RVwAgKRqqN8TyGrqrJKt0DpzgVv6T+8pxL3pSpBZv0j30DKIoUasWGJ1+g+DQITRfmIXFc7gHdyKoGuVbozh3tyrC3YHo9WBk7Yq/WSnXTf+KS9O4Yvb4vzxzgWjXAcRNUhwFQWSn53GGXI+xI3wSlzeG2xfHG+yhb9eLONxBCkGbcub2tdGz4zliPYfwR7bh9EQ3FIO5HzRngEqp8ZkYZg3xAShU9r0LCAIPTa22BW+21Ki28NXhGxFsnD17lj/5kz9h3759Tdt///d/nx/96Ef89V//Ne+99x5zc3P82q/92td0lzZMy8C0dJRVnwLLsqiWc3XufzWbbAo2Fpc/x719GDXcoPRITifugSGiz72M78BjpE6/R8ZhLzRVTxBHKM5crZGV9Ue2U8jMNWUu7MWy8KX0bZiWgW5UmqTvLMsktXiTYLwxaU1nPic4eNDOjlkms7feJnjsJI6O7vtm9bW2DhAEUszVt/l6djJfuVl/7PK1U8jOrXc4scAwi6vNiOuhEHdQqmZo22CSBVj2ZZFkDYe78fksSbbpk6+7MbHNT36E/+ARRG31MzZNli+8jffE0aY+DUWaQ0/n8exvDtI2A/f+AQqXGtUaORxCX7Y5t46Obsqzq1QqpwezVsE0DRyuINVSpt7X0xbcxULyyqavmY6YdcfeO1j251EdvgdSSrkbDneYWNcBbpfOtC7utSBVvWj3ivwMIQgCLi3Uoj/v9rWTS01t+jxL0+fpk1u/U0vpG4R9A1veGlv4RiEVMajW8njvkry9A39KaVrY3oFRKSGq98/GBwYeIXXrsyY1Qc0VoHPgBLcLZxgzrrLkyzYlHiq1Arern5NJjNI99CyCKJFwrDA28w6RvU/iDHeQtGbQsxlc2wZJL19F6+1et0/jDtbON7VsBtkfAKAwN0qb2IdeLVEuJIjlAvX9dKPKSnaMZG6ipSF7LWRJQ5Gd1KqN4EkQBHyhPkLxnQSi23H7OzbVj7EZKJqHWrVR2ajqRVTl/nTWu6Eq3vsKd2yEql5AlbeCjS18dfjag418Ps9v/uZv8qd/+qcEgw3qSyaT4d/+23/LH/3RH/HMM89w6NAh/vzP/5zTp0/zySef3OOMXy2KZg6X1shmGmat7jhtmQa1YhbZaXNMjVqFytICzv7t654LQPb6CJ98ntQnH6BXbGnBwMAjFBcmWHHZCyVBEPBHBlj2NHNqNcXzpVBUsjEJr6t5EbrgSuAL9SGuZmuW5HlMvYoraituLSYu4uwbQFkd5NfCKBaoLMxhVprLur4DR8heOFtvRHSGO5r03WXFgaFX1g2g3I4w5Q04qZZlMbvyOV2RgxsGPVW9yOLUZ7T1Nvw2Es4V0qMXiOw9Xt+WNKcRVQ0tFq+fe2X0E7SB3ib6lJHJkvz7jwk8d2jd690PklPD0ht0BtHlxCxXMKsVBFFEcrrQV2kNznAnCdWu6Dk9UUoV+33QFA+q4iEZuf9CvmZWWE7fJOJv/i6mFq4T7ty37jF6tcTo3DvcmnyVkZk3mTfHmhYZa+H2d+DytTMtjbU8F/ZtZ8l/b7WbrwJ+Vwe54kLTtkjGS61aIJtsda2/G9VKHkGU6uo5a5EpzBFJ3jsTvIUt/CyRj6ssZ27SF39yw3FQUzxUy62/RWe4nfxcq/z43ZAdbjydg4wtvt9Eu9FcAfp2v4Qv3Ecxu8it4hmuZW3J7An9KsHoEF2DTyFKMovCNMmbZ4kffgHVEyRRHqFw4yrBx58ikxuhNjuP6+DeTb/u0uQYjs4e9EoJ09BRNDfz46dp632srig4s3yO8YX3MS0Dw6gyMvs22eL8hufUFN9Di0msRa1aYMGaZLpwmfHEafRaK9WpxXvjIa8lCTLWQ6oUmpaBtPj1qAf+vOHrVp7aUqN6SPze7/0eL730EqdOnWrafu7cOWq1WtP24eFhenp6+Pjjj+8+TR2VSoVsNtv092WiGFGaPAoMs4q4muFYFGZwx/vqg0dKn8bZu+2+WX/J6STw2JPMjbyLZVkIgkh0/9Mkrn5c59e6/e0UMs1Zf4caoNT2xZ2gC+VlPI7mZupscgJ/1M7Yr7jTpG6fJ7LH7l9IiQvUEkt1p9a10PM5lj57nUJljsVPX8UoNDItksOBa2CIpbSdjRdEsWXx6nCFNmx0U2TXuv4iyUgVlxbesAxsmjq3C2fo3H6i3uhu6BVWrn5M26Hn6v4LeqVE9uI5fPvtgMSsVlk69xqiqjYZ9xnZPMUPXyf0q8dQQt7WCz4knLt3kF62BQK0jm5Sut2T4473UliYAMDlbSPhbmQmOyMHWErfuGfQaVom49oY3bHHkESlaXutVkTVWhswAaYz5/H176Hj6MtE9z+FUS4yMvMmy+oSc/pIC/c73L6HcjHJnKN5gR/09JApzKBbG2cTvwq4l6otcpCCIDDoOERq8QbZlYkNjy0XU8zcepu2nlZ6mWHWEEVpy1djC98YFNqdzCTO0x8/cU/akCjKWOvRHcV+Kpllikv3r/r5unfg6djO7cnX7jJoFXB524h1H6B35/P07X6Rvt0v0j30DC5fG5ZlMVO8Qm72Nu2Hv4WkOkga05TGRwmdfI6imqR05UZdfUo2JhHyt9EzWcpn30IfPYNVs+/drFYRVAXLsqgllgjoMQpzo3i7tlPIzCPJGuGUA8uyGF/4CKcWZKi2i1jKTSztYVDfyUp2jLmVi+smt2RJxdQfXknPMGqMzr/L1MoZjFoZzR/B3dbHZGLjtcsdSKJ6z8rLRjAt8wuq4m2NZ1v46vC1Bht/+Zd/yfnz5/nBD37Q8tzCwgKqqhIIBJq2t7W1sbCw0LL/HfzgBz/A7/fX/7q7N2+MsxmUKmmcWuOesmGzTkEpzI/h6RwE7Ix4YeQGzu6++r5mtYJRXr+JSw2FUcMRklWbWiNrTrydg8zVbI6+zbXNNg2MDtVHufrFgynb5K1BLTLMGkatjKK6sSyLxOUP7UW5rGDqVTLnPiH4xFP1xZZZKZNOXGNl4gzLn72B7/mncD92AN+pkyxfaJa9dW0fpjQ1Xt8maU70NeVql7eNpHf93gxZUqlZre/fcvoW7eH1s/MAE9ZNIh370JyB+rbZ0nUC2/fXG8Ity2Lu9tsEjx6vN7mnFy7hGBrA/diBpvNZiWt4H9+NEv5iJkiWbtQnTwBtez/VSTvAcHb3UZq2vwuKJ1jXuPcEOsmuTNQFA0RBoq/tGOPK6LqBmGHpjDvGiPi2tzTNz2tzeIOtijXlYorJ9Fks08AZsis8kqIRGHiEwLZ9FBcnsfQatyZeJeFoLOYFQaBz+0myyQkW3HdtjxxkTB35Qv4gDwpZUKkZ5ZbFhChI7HAfI5scZ2m62d3dMg0WJj5laeozhtxHCK7jn7GUuk7I29+yfQtb+DpgWDrTS2fY1n7ivopLYPcm3O1/JAgi2+InSI1c2NQ13W29tB16jtzMLW5PvcYCUxtWPcGuEt6eeg1EkbaDp7CwmBl5m+LECMHjz1JUk+TePY3/+adAFKlcfI/c2VtUp5epfP4+noPbQRAwJj6zX3Mqgxzwo2fSKKEIgiBQXJoiZnaTmLtEn2QnwhZT1/A4Y0SSzUk5SZDpL/WhGxXy5Q16uFarIg+CpCfL7Zk3GJ15E2/PMG0HT+Hv3YUr2oUr1o3s8DBbvdlynLDGO0kSH86gz+Lhgw3T1Ft6+bawhS8TX5sT1fT0NP/Nf/Pf8MYbb+BwfPHs/B38wR/8Ad///vfrj7PZ7JcacFRquaZm0czKOMGY7Tdh1MrImk2tWCmNoMU7kZw2BSOTG6F08SqCQ8Oq1sA0kYIBwjueQJTtj8Gz+xESb71KaF+vbZrUNcjC2Z9Cr51Vd3njJPx5oln7+qrsJq1PA5uT2NsIpmU0OSPPylME2+xrVoopNH+k/rqWUlfx7NpXb8izLIvlC2+hDfShdrbjPnwAQbQHPDnoR+3tIpO8TiC8C7AXnoo/gF7Kobh8OMOdLAlzdGDTeyRZo1ZpLfObpk6xkqJbbFUWEcWNefOmZVLKL9PW+1jT9kpqkeD2/fXHK+VRtHgnSrBBkavNL+Ha31rOV9uCVOfXN4h7EHgP76A2dhZlh+1CLogirAZwoqaBYWCZtqyyqDrQa2VkxUEwNsR0bYxey37PNMVLb9sxxpc+RVO8OFQ/giBQ1YsUSsu0+/e1OAmvBMtkJsfo3fWtpu2GXmVy4SNCO4/gCDbLIAM4I504I7ZCjKdzO0sX3sHs20PMsD8XQRDpGnyaqRuvo/QeJrw6yXucUSL+QebKCbry6/PJvwr4XO1kirME3F1N20VBZFB7lClhlKVVep2hV5i++RaB2A62SbvXPV+pkqZYSdKeDW8lArfwtcOwdMbUETqCj9T7CO8Hd6CTfHoGX7ivabsoykiac7VZ/P7nkjUn0X0nMKplctM3uL18FVFScHcMYFbLVLIrGJWiPYZJMpE9T6B6ApiGzszNN/AM78XR0UU6cY3y7TH8Lz6L4NDQb36MqCoEn2+mqAqqTP6zW8iAkc0h+X1YtSqiqqJXSgiSjMWqsIqkUdNLZIvzDNV2rvtbFQSBWM7PIuN4na1jne22Xt2UspRlmcwUrlCeXiCy50kU1/oV79DOIyQuf8BcQKBDafhUyYqLml5GU9yIovRQdCg7YHi4JV2llscvtBq9bmEdWKt/3xR8k+7lHvjaKhvnzp1jaWmJgwcPIssysizz3nvv8W/+zb9BlmXa2tqoVquk0+mm4xYXF4nHN5bo1DQNn8/X9PflwqyXqWt6mVo5h9MTtaX31mQVCrev49lpL1Qtw6D4+WUC332RwEvPEfzuiwS/9zLaQB/L59+oZ1ZFRcUzvIf5uTP2Y0lG1lxUy3b1IhAbIrXUaBxXZfeXro1tWibZ5GR9Ilq2Gp4hlmlQmZ3C2dPI6qZmPkft7sS5exi1q6MeaNyBa/8eSldvYtYamRo1EiMj2P4L7vZ+CvONRmlJVjHWKV+v5MYJe9enpGmKp8V9/A6WvRk8ga6m45LeHIIo1dVDLMuicPMq7uE99X0s08QyDASldfDW5V4qM19cYcm5q4fy+AJmdc3rXePFora1k8LmFTvDHSRku6IXiA1RyMw1+Ug4VB9DXc/RFtyJQ/WjKV5Cnj4Gu061BBo1vcz8+Gm6hp5p+s6ahs5k4mOCQ4dwhuL3zZJJqoO2Q8+Run2eFWcj+BJFia7tJ1mcaG4YD3p6KFXTlDrWp219FYimPaxkRtZ9ThAEeq3tmKbO1I3Xmbj2U2I9j9JR3jgYWkrfoLPUvkWh2sLPDJZlMeYYq1cuMzGBW8p1EqEyt+XrxEN7Wnru7oW2cpRscn0pcUcgRjn1YIqPkuogMLCfjqMvE9l3ArNWQXZ6CA4eJP7o87QfeYn2w99CcftJVMaYuvwTPDv3orV3khj5GH0lSeBXXkAR5si/+reIDhXfydYkj+h2YBTs98DI5nHUfJh6DUFRKC5M4I73U8jM4vbbiY/55CU6I/vv+Vt1Sl7K1cy6FQxZaa66bwS9WmRk+g0k1UH88Lc2DDRgVXFy73FyM7eaqkuy6qTWpOb14CtIyzLqPZYPiqqeRxO3etC28NXhaws2nn32WS5fvsyFCxfqf48++ii/+Zu/Wf+/oii89dZb9WNu3rzJ1NQUx44d+1ru2bCaMweLziUCMZs2Vcwtoa6aCumVEpLLXa9YpJev4hwebFmIa71dyNEQyxffoiAnAHD1DWCWS6RlezHujHaTWP2/5vRTq+QawclDZkDW4m6KSamSxO1rX1WcsiguT+OM2IN3ojTa1IOSSd9CX0ni3L+n5bx3IEgSjsFt5CrT9W2S24tRshfKkqLBmoHesqx6dn8tMoUZQsn1KQJBbx8r2fWbG/PpGTzBRlbbNHWWL71PePfj9W0rlTEcXT31zwsgWxzfUONd1FSsmoFZ/mLu2IIgIDqUpslQDgeppVZVqTp7Kc/YjczueF89KBMEgfZtjzNaOtfiv+JQ/fjdHfjdnbgcoXVL42O1S7T3H2vK2C1ry9yaeAVHpLMuArAZiJJM26FTZCavMbb0YUOyWXXhCXQxqzZ7wXRHDzO5+DGljp+N8okiahimvi4v+w4G5L1sdxxih+cokfTGKjCGqVOp5XFKX16fzha2cD+shKuAwKQ2wVKwwELyKt3Rw9T0EgMdT7cYsd4PmuLB0KtNsuN3EBN7yM+uH5xvBrLmxN+3G3e8D8XltRM6psly/iZTl36Enk0TefbbaG0drNz6CNGh4T1xDHPmAoWLY0R/8xm8R4bXDRBEh4pZWh1zV582SyVEh4tqLkmoGqJSyhDIObEsi3I1i2fh/mO0391JutDqWeXyxSlkN24iB7sSPDr7NqGdR/D17txUEkIQBPz9e5kpXKpvc7jDpLylta+2ZWy/Hwyz+tCVjS1s4avG1xZseL1e9uzZ0/TndrsJh8Ps2bMHv9/P7/zO7/D973+fd955h3PnzvHbv/3bHDt2jKNHj97/Al8BSkauqTk8n57BE7ApWivM4Yra/8/KCZSQTcexdJ3yrVEcG2iGe44+ivuxA+Te+bCu0uQ/8BjZS7bDtCPYRjnZ6FFxedsolBP1x4IgPfCgtBa6VUVeU35fcWVwrZq7JdRFHMEYgihRK+YojtyoN4XnhUVK12/ZzXz3GWDVvm6qE41gQ1TV5mz+GphGDekuh1vLsjBNA2mDgdS7UKNQavVUAJsG5nA1qFFL4mx9Irxz7sLNq7h3NAdMpcvXce7ZWOfdvW8bhcv3Nxq8H6yagaA0Xq/a20W+aDdpKsFQPfCQHW6MWqWeDdOcAYJtw4xUzt9zIX03ZpRpFNVdN6EE0Gtlktc/pePIS00SwJuF7HATe+Qkqi/EdK7h0B3u2EMmMdLEP9YUD/3tx5lc/IRy589m0a4pHqr6vSUhZUm7r858MjdGyLfVq7GFrx7LoRLFdheGpZPI3KI3dpSIfxBRkBjoOIlD9REP7d5Uj8Z6iHYdYHnm85btqsNnS23rDyfmYFkWtUKGUnKB6VtvMnn5x0xdfQXL0Ak/+yK+vQcpKkkWP/kJciiI68BerMVLlMfmCf2DxxG1jSmxa+cZUdOouEvohTyekhu9lEdRPeiVAqrsIl9exu2MbniutYim3SQyt1u2+5IiterGzIEVd5qR6TcI7XgMzfdgfjvueD/l1GJdncrti1NcE9i4tCAl88H6Me083cNVXGVR+5nLk//cwrK+eX8/B/hGh8F//Md/jCiKfO9736NSqfDCCy/wP/6P/+PXdj+ZoN6URTINva61XUkvExw8CEBpegL3oN3zkJq/iHPvzpaqxlrIwQDa0ADphUsEO/YjuT2ImpNqPo3i9lMrpFdVqgTc/g5W8st4LHsg1RQvlVLhobOthTYNZzXQeJxdJNhmBxTZqeu2syuwOPMpgaMnEGQZU9fJfXSawHeeu+frqr++gB8j0xg4BUXB2iDYMPQKoqzBmqfz5WXcjjBssF4UBAGH6qeqF9AUz91PNg3AldRivYkfIGXNorW1I65Z8Ou5LKLT0eSp0YLILkpv/ojS9WkcA+14j+5EkB4sdjfyJQSlufIgh0OUb45Cl/26ZH+QSnYFzRfG27mduepNupx2P4E/sg29VmKkcJ7t6oF70p5My2TcuAq6RbyvuTI4ufIJ4V1HEZXWhYteLrC4cB4jnwNsipeoKPgOHMFfCjTtG+jfy9KFd1kMzNBmdiEIIrGew4wtXmRIakgOq7KLvviTTCx8yIA5hCJqfJVwOUIUy8kWY74HRSo3xWBteKtXYwtfKSzLYjl9k6SoYskGHeH9iKJ0T7PSB0Uk7WK5kq/3ga2FM9pFKTGDO75xYK2X8iwtX8QyDPR8tj7GWpaF7PUjORz49h1ECTSER2qZNImxswiShO+5k2Ca5F/7TzgHOwn/2hMIgoBZqREY+Yz07QSiLBF7tJOl+CONC5urNNPVCrhZLiH6nZiGjijJVCs5VJeLdGEaX0rc1ApHFlRkSaNSKzR5TYmCtK7bOtiU4uWL79J26DkU14NTtQVBwNs9zJI+RQdDNmWrVsK0bJq2z9VBklncm7TNKBk5NOfD01MlSUG3aih8tWPxFn558Y0KNt59992mxw6Hgx/+8If88Ic//HpuaA0syyRXXKA9tEb1aM0i1rJMBFHCqJYx8jnUcBSjVKI6NUvguy/e9/zOvTtJ/81PMAKDSC43rr4Bkslx4p4DOCNdLMtzxIxONFeA9PIIrM4PquymapVx8nALqXR+iljQDi5My8Ay7QDKsiyMSqmRUa/V6p4a6YXLuB7ZhejcPMdT0FTMagVR1RBEqV7FuRu1So5A3gVr2CzJ7Bht+RDcg46qyC5qeqk12LgL1Xwa1dOoThVHb+I70Nw8nlm5iWPn4N2HNr8eScLzwj/AsiyshUss/bs3cO3uRetrQwn7EOT7c2dzZ27ieXRHEzvX0nVEtRH4uAeHWRm9QYfvCTxdg8x9/GOM7sF6kBtu3016eZRri+8T6dhHKONCkZsXD0veNMszFwi27SQQbTYgXGASSXXiCLb2KSStGXI3z+N/9Fhd8QVAz2ZIn/2IUixO2L29abKN7H2S+U9fQd7jIVwI4PbFySUnWHAtEy82Mo2a4qYndoTRpU8ZqO1AEb8cg6z14FqukgmWCNL70OfQjQqSqGzajXgLW3hYGOhoipdt7cfvv/MXQDC+k9TidaJdzWp7UTqZW7q6YbCRVlfIXFw1PnU4kdyeDZNOlmWRzY1QuT0OAriPHEQOBRGyN8l+cIXwd59ADtpjdp8wxq3//QLaU9sY/iePYukmM++Mwmc/QT/xNLLPhRRwY2Zz6MkU/rZdFKwlBFFsBDumgSjKGEYNSdj8mBLw9JApTBMLNCTO04Eqmh5Yd/9yMYkz0vlQgcYdqN4QuekbsBqPeYLdLDvTtBVCeJwx5pIXMazIhhX9tUj4C4TdD24ueweioGDys1MK3MIvH7Zmzk0iExPxuTsbcq+mXs8k29l4e4G4nLmOe9jOPKdnL+B+7EBLaVO2pimffQur1ihVC4KA5/hRVm7bhoVaWzuVhVkAfL07yU7bcnmy4kJfU9rVVC+l8MMt1CzLolzL4lRtFYqEL1dvrltxrqD57cVhsjyGs88eyCzDoDI+iTbUOrCZpRIkrq6vWx4MoGczd15sU5/GWlTLuaaAwbRMKrUcTuneQYQquzblnmorozQaw41SEdnTHKjV5hdRu1pVr9aDIAiI7Y/g+dY/QPI6KVwYZfmv3mPpf36T9NsXqMzaNCg9nccyG+9LLZmjMrWE6W422bNqOqzpHVHD0TqVShBEgoMHmcqcazomEB2ge+hZKqUUo9UL3Cx+yph5jTHjGtfzH5FLTdO941RLoLEkz5ObvklouDnYAttLJXflAuFnX0QNR5v7Snx+ws98G9nrZ2HyY5ZSl+vPiZJM/NBzJK58VBc2iPU8SmLuCtVaMyXBqQXojj3GhDb2QFSwB4VT8m3o3bJZZAoz+Nyb+05sYQsPC8uySIVqONQvW9ikFW35ELnUdIsgh+rwUyu0uozfQfbzTwkdfxY12obs9a0baFi6jl7Is3z+DYxUBs+TR/B/+1kESaL4/iuURuaI/uNnkYMeItOf4/78Q27/rxfZ8V8eJLK/A0mVkF0KfS8N0/PtHRh/9yoAWmcEqTaNkc4ieXyrwiyNQOPOnGxaOuID5FJ9yxb50lLTtmo5i+ZcX6Epqaysm6B5EChuH9VcQ1gjEN1OatkWgBEEgah/iEX//alUpmVSKC3jdkTWfd6yLKaliXueQxIVjJ+xD9LPKwTrm/f384BvVGXjm4xiOYFnjeLHsjeLW7ZVfpaEGZyr/RrVxXm8u+zqR215BfexhimYpevoI2fIzybw7B8g9+aPUKJ+lKEjSD4PSiyCValglEpITiey20Mlm0TzhTBrlbrilSBKGGYNSVTwOGIkMiPEeXDZuopZqAcaALnUdF3Gt7AwgbvdzmyVpicJPfk0AOnFyzh3DbVyQ1euUjhzE9nvxrHNgHiz74Xo9VDSsqjcoaE1yu5rUavkUTyNUna2OGerKd1nzPWviEw7Zwjfh1N/N9XoTuDRst8m6GEt5wnvRguDhh2U1RaXKVy4SurVM8hBD0amiORzYVV1zHIF1/FvtbrHimILB1PUHJi1KqKi4op2kZ8bYUmaq8vNgq1mEum06QaVUgbTqCIIIpLsQNFaexH0WpnU+Dnaj7xUNzUE+/NIFG9RGh8lfOK5pqb5pvsUBFx9Azh7t5H68G2WlRtE3DsQBAFJcxLdd5zpW+cYaH8aUZTp3H6CWyPvM+x9HFlqlOpdWhCHFiATEAh8cYGvdSEJMoZRbVGMexCsZMfYXtuxRaHawlcG3apxW76GV2+nPbR5B+1UbpKqXiDqH0IQJPKlJdyOMKJ47+ldEARi3YdYmPiUzu3Hm7aLioZRq9gCHmvvsZRHVFQk1/r9TTljluL5S1i6geRx49g1hNbXbdOtxs9SvjVL8NuHUaJ+zEoN6c3XKfg0grtiRA914gi2CjS4230oHjuhJro0jEIZKRRAz6QQ1v4gBbEufSsK0gNl6mVBaTHSkxTHuo7fALViFme4fd3n7uBOf50oyVSyK4iy2qRUJUoyitvPsrZMtBK1fa1Mk5peRpEdBD293J59k5rpvifVdNGfJiIPbtivMe9cIjF5GXXAT1t+fZl8TfVSjpTxpe/5krawhYfGVrCxSRQqK3W6EUAuNUW43W4qLiyME917Assy7QWNJNmLaNNsWrSWPn0T5/ZOfCf2IggCakeEyuQi+twlJJ+tjuTcu4v04hXCfYfx7NxL4sZlOn0ncUW7WRSmidOLx9/JspYmXozaTqemXud6PgiyEQGP2OhBKReTaC67pltOLRIafsweME0TUdUwq1UqoxMEvvdy/Rgjm6N65TSIArF/bLu9L/0vb+J+eqip50HyuO2+DS+rfFt7u6lXEeQGbci663Uks+N0lzrvW4NTRQeGWbG1xjeYZC3TaFW6Wi8r8CVk2QVJQu2IQ0f8DuMNy7BN/ARF3jDIQRDAaK76SG4PtVIeTbE/m8juJ5g/8yryXjehfGuQuVE27g4sy2Iy8Qnh4SMtgcbM7bdQfH7Cz3xrUwGXIAgEH3+K3JXPmVt6n47+E/Z32xMEQWTFmSRcCqE5/bRvO8aNsY/oGDhOaKXxmceDexidfxe/tfsrk5QN+waYS16iM7z/gY8tVlJoqg9J3xout/DVYdGXJu7Y2+IJcy/U9DJL6RtE/IOMzL2Daem4HRHmVi4QD+3B715fUe8OYjk/GWw1RZe3MRe4Yt3k50bx9+5q2n+lMIKzfzt3wzJNkpNnMbJ5vE8/ieS2gwarVqN6+QMqU0u4H9lG9B8/C6ZFcPQsS2dn6Pz2DgKDjYy8Xq5Ry1VwRNxNY4G12qshagp6MofS3kYhN4cgCDaVdbWn8Q4kSf3CmfpQzs28NIM/sq3lOb2UR3ZsXG1PGtNkL5+378XhQFA09EySwNETBKqN1xscepSlz98i0mMnnkJtw8wWpuhjaNUM9QDjKxfprfS1SNPqZpVyh4fcyiLbO55Z9z50o0py4SoD+36V6VtvEfM9te4Y61B8JEqLwM9OlnwLv1zYolFtAqZlYFkm0hrzuGo5i7q6qDP1GpLmpJZPo/jtzEGuNIHS0SizytY0giTi3tdf/7HLATeuPX12wLHaQK32dlGbmQNACYbRc7ZruKdjgMLCBADecB/ZlYn6uX2uOJkHUz8E7H4Nn8uejKp6EVlxIggC5cIKqieAIAikjGm0Dnvyy2Zv41hT1TAKRYofvI7v+B7Cv/o4giQiSCLex3Zgzl1qupagqZgVu1x/p78FbFf1tS7ea4MB09QxzCqquDmzKq+rnVxpY434SimD4m4sxPVSHsnVmkmTfF6Kl67dl9pjWRZmsbRh/8ndECQJ0aFtHGgA5dujqD3NdB01FidjztUfi7JC26FTLF/6YMPM20YwDZ3R+XdwhOI4Qs3a/ClrFtnrw7f/8ANVdgRJwvfIoyjBEHNTH9abKsO7jpK4erp+j053hO4dz7Iw8UnT8bKk4nPGSce+unpwJOmgWF65/47rYDl9k6h/6P47/gKjYhbJ6okvpHy3hY1RNcvkS8v4XfcODtYinZ9hbP49emJHiCQd7NB3s0PfS0+hk0F9J5nCLLdn3yKVn7rneXrEoRZlqrg00OR/dAd6No0aaqXrpKbPIygKvudO1gMNs1ql8PZP0LqjxH77eTyHBtFXshh/8yNM3WTP//lYPdAwdRP5nffJ/+VbKJ+eYeVPX2VH8Ur9/P6BEKHRzxBdDoxixe6Jsyxkn5+cmkKUZUyjEVw41SCF0Bdb3jjVAJVSev0nTRPuMUaW56YJHnmSyDPfwrvvEKEnniJ08nnSZz4i40zV95M1J85IF3OrruKeYDfF3CLJsP1a3I4InZEDzDhnua3cYCVcpWBkmHRNM+4YJ5EdpbftWEsAMSWNcz33ITcLH9PW+5gtRR7sYcHVTBW7A03xNvk2beEe+LqVp7bUqH5xkY2JeCuNhZlp2dxQQRDsfo3VUnNGTKCE7T6H4sWr+L/1dP2YzHuXCJxqbsQDECSR4MtHSf3kbdzP/apNQ/F50XNZZK8P2R+glk+hekMYZXswUDWPrVzhMBAFiZBvG1NLZwiy+QVR2SwgS466dOKitoRvlYI0X7qJr8/uOylNjePbbysJlW+OEvjO84C90C6dfoPQy0dQIs2ZdOeObpb+5zfw9B+uD4KComDpq9J6awZqo1qqBxvGXcoomcKsnZlLb+41BZIyS965pmyeIEh1pZKklkRzNJqUc1oKeY1ayh1Edp8kOfkZ2dffxTE0QGV0ArNcxtIN5FAAyeelOj2LpRuITgdmoYjk8yLHIujJFEYmhxz049y3Gzm4eXqbUShSm1sk1Hu4abujo4vk+29BoCHPK2suIrsfZ/TaWwx0Po2sbuwPAfbntSROk568RHDo0LpeGoVbVwk89uS6x9eyacxiEUFVkb3+JvWuO/Ds3Etx7BZTl39C8PGn8OEjsvtxxm++x/auUwiihKK60ZwBlnxZYtkGLz0a2MHo/HsErF0PTXX6KlAoJ6gZJdzzpfvv/AuCdNRCQMC7ZFLp9DK59Cma4kEWNVLWHL3FzWfet3B/3HEB74kd2XRlr1BOsJIdYUjfhTjfMIO7UxWWBJneYheGpTNdnKdYXsGh+gl6eloqv5riRhV8q1Lu9mcrihKiLLe6iQtCSzG4oCapzi8S+JUX7EqDaYJhUHznFfxPP4LaFcF/41MytxJomkzv/+ERtKAT7/mPGTubQlJt6ujwiSiHf80eu4vpGm/9yRjBf7ITSZXoOjXIlf/vJ/DUEGa+BHIR0e1CdYQpjt5EdXiorTHg8zpjLKVv0E7r+L5ZCIKw4UJOVFRMvdpUGW56XtNsURVVQw3Z6wPZ7SF84hTJD97C3H+YoGXTsAID+5j/9BWSezoJ5bx0bj/B9M238PtOIIkyLi3EtvYT6EaVlewoJX+ZgKunxaz1DibFUYxahZ6dzzeNpeH4Liav/5S4L9byPfsyPLu2sIV7YSvY2ARS+UniwcZCb8mdwi3ZP/RqOVtXpKitLOMe2kktk0Zyu+o0IrFwG9nvRgmv3/SnhLyoXVHE/G0s7xDqtl5y2TGC3v044p2ky/PECKF4g6y4koSLIbzBHhaUBB3lNlTZhSo7yQZEfEubyzwuuFeI+W3lDcsyyayM0bfrRSzLoppLofnCWKaBUSwge7zkrXnkUKDuCSHrk3a/SSzQcm5BElE7wsjGFIa8qgBkNhr5zHIZUbMHYHsys8vD1UoORWtwWtOFabqKHZuuvzlED5XadNM2WXGi62VUyYNl6IhaoxRtVquIamtzvSAIhPsOk6tOUVtcJth3CNHpQpAkCsIiRi5P9MCpJqlYPZelwBIBVw/ysI9aaoXU6TNYNR3R6UCOhFDaoijtbetWNmpLCfLvf4z3qScQjLsmAkXFMo0WqoAWiBLd+ySjl97G0zVIuBbB4W7Ve7csi4nkJ4iiTPtj315X4jbFLMIGXOxseYLilcuoXR1Y+Sq1q4tIwQBGLk/s0PNN76Fr2xBqrJ3kh2/D40/hI4qvdxcjU2/ZAYcgEu06wNSN17E699NWsBcDsqQR9g0wr6fpyD78AuF+MEwd6T5c9rVYSF6lr9z3S1MDtiyL2ZULBD29LKqLCAmJ/viTqLIdzM4mPue2ehOvM45rRUcSZFyit76osSyTilVCFRzrGkpuoRnz/jTp/BSd4QNN/XP3QrmaYWb5HNtrO+7rGC0JMr2FLpIRnXI1w3zyMp2R1qRXrzDEjemPcHnj9QW0K9ZLYX4cX2+DPmwZRtMYZJSKZN9/D//zNj3HqtXIvbLqAn58D1p3lND4Ocr5KkP/+ACyQ2Fn+Sqn/900gYMBfuUPdqwbYLkCCge/087n/8vrPPFfdHPDuQdff5BkpYpRKCOHZaxqDTnoR89ncbu7SDszqA4fK8ES4ZRzldZsbSqA27CKvcGxouqw1Rq19ZM8giRhGa2+FZLLTfiZb7Hy9k8J7PsOgiDYY+K+kyxdeBt/zwsoqpu23se4MfUBndufIrC8yoSQVNrWULnXw7Q8gV4qEO9vrXaIkoLb38WiK9GkDLgWD0PH3sIWNoOtb9V9oFs1anqpSR0ktXSTwGojtV615WEBapkUsj9INnGjLp1qWRaZD67gO3nvhj/PgQEKl8YAULs7qU7btBk12kZ12aYGBfr3kbxlKxEFYkOkV5UrADrCB5hbuYi5iexErs1uhnM77IXprDaHP7LdbmQrJtFWndCT+hSOzh4Aipeu4TzQeA2Fi6O4928stec5sJ38Zzfrj81iCdFlL/Rr6WRdf90oF5FWB+xaJY+i2u+lZVnU9NKmKVSwvqGRJCuYq2oroVqYSrpRRvaUvej53Ibn86o9hLoPIXt9iLJsK4YRx+/d3rJgl70+/N7tKL4AgiiihqO0Pfot2o68SHjH48iRENXZBVJ/8xPyn56jfGsUs1iitpwg89O3KV28SuTgKdzG+pOAqGpY6xhtqd4Q8cMvICkas7krjC28x0zpat0dWK+WmFj5GNUd2NBLI62ukL14bt2qRiY/SuniNQLfeR734f14nniMwK+9hGv/Hlz7dpGcOmf3ohiN753s8RI6/izJj95BL+Vxx/twhOIsYgeCsuKgb9eLpJZusOxrvP9h7zayxbmvjKoT9e9gNnHu/juugYWJLGxsNPaLhpKZw+tsoz20h8HOZ9ne8VQ90ADojBygr+0JNNVLISSQ9Je4qVzjlnKdW8p1bqs3WfAkGdVGuClfY9o9T9nYpFnALxmWQyVqepEdXS/gdW5O2ci0TCaXPmVbbRB5k3LRgiAQXlHoyIYpVpJUaq1jnixpRDv3szh5pr4tLvWTm7mFWWuoVZnVCqLWGJMTl9/F98xxJL89P1avf4z/qX3EfusUjv44erbI4qdTdL8whKTKiG+9x2d/N8eT/7iHXU9F7xkIdO7y8dT/sY8P/pcpTN3ErJlIq7Lgak8nlclpMA0EUcIV6yE/N0Y4vpuV+av2PoqLmlXZ1HukW7Um4Yr7QXZ60EsP970WFRWtrZ2U2UiMKS4voR2HGZt7B9PQcfvidG4/ycztd1gJ3Z8qmwxVuFE4Ta2SXzfQuINIxx4Sc5fXHWM9zhi5tq0Ewf0gmN+8v58HbFU27oNksEJYaiyqbcUKAVmxF85pNYXmjtZ5+4IgUFtcrqtQSZVxW67Pee+BTA54MIsVzGqt7rNglEtILjdGIY9lGihuH7LDTSmfwOmJoGgeEoEikbQLWVKJh/YylrlFX6UPeQON8XxcY3b5MwY6ngLsySu9dIv+3S8BsFAZwR3vA6A4eovAkSft3oRcHnl1QrFMk9pyBrVtfWULADnip7ac4U4dwcgXEFdVpvR8Dr/YAQrolQKRsh98drDhzznAbfeQqIobHtDUVBQVdKNap4eJooK5qjLicIWozja4yYonQHXm7KazX2th1mqY5RJmuYRRKqJnMxilIkowjBqJIXm8doAiikhOFz76oK8Pq/sg1cQixUqS3HunEd0u3I/u3zDIgNXekKqtRrYeJNWBp2MAT8cA1XyKWj7DxOSHdp+R4sDdMYCnfX2VLqNaJv35B4SffqGFGqXnspQuX7PpEWuqMYIoIoeDSKEAldEJFs+8ilWr4djeTyC+z37e7SH4xFPMfvw2PXtfwt+7m/kzrxDuDKNoHkRJpnP7U0xe/ykR/1N1WmLA3U1K1gmvfPm+G8GESMpRo1zNbkpa1LIsdKPCL4sElWVZzLuWiXnu7SIvS6rdxHyfRmbLsihWVpiqXiTs20YwIW9VO1ZhWDormRGGup5/oLFnIXmZqH8QdeXBzdcEQaA7+hjTy+fQFA9dkUNN124rhEjrI5SLKRyuIKIoExh4hPT4ZUJDh+yd1hQA7CSDiRy25wEjX6C2nCb4nG1u21m4wcSrN9j+648gyiLWa+/ijTs48p81f2+qRZ18qoakCPiiWtM9eUIqfQcC+GY+Z0p2Y1Z1u9ogSVjVGhZg6TUUt+18rmhujFoZXangdcZZFFN05eP3fY9T4RpOc52K6gYVD9Xtt2Vr29b37tFzORwdPRtezz28l5V3XkU84iZQtZN+znAHlmkwMvI62zqeQnX46Bl+jvmx0ywZNTRXEKcninvFoBCW7F44yySfmUMqK8T7H0fV7t3gLUoKofhOpitj9FrNjf4+Vwep3AR+7q2ytYUtPAy2go37IF9eoityqP64VEnjcNuDkmVZFJemCQzsJy0tokVXs1NrXKvLt2dwDm886KyFa2cPQvI6xPfhfGQ36dmLhAeO4uwbIFG4RdS7E2/XEEvz4/QSoa37UaZvvUXYdxJBEPC7O5BEmZGVCwTc3UTTbiRBtv00zALLvgzVZIFtHSfrWZwZaYJg2w4EUaJazlIrZHGGO6jm0wiyjORyU11ZRo426Dn6ShK1/d5Ul+K1SVy7GgOxmcvjFmN1Naq6QVypgOK3g5ByYYV2zaarlaopXFoIHpAq73W2kSstEPTY77kgivUSuSBKTZOHpGiokRjlmUmc3X33PXctk6Y8PUF5fgZBst8byeFAdLrwWhEkv4ucmKBw6xpGIY+p1xAkGUdXD67eAUTNbg7X2jrQ6IDYKjXvPsWo4sgNtLb2Zu70BlA9QVRPsB4w3g+Li+fx7T+M5Gg1aEzPXsRz7NGN5YEFwXYCxg5Ay9dusXj6R0QPPY/kdKL4Arh37GZ+9lM6uh8n+shTjF16j+DgQWJ6O5Ks4g9vY05eoLNiN8VH/YPcnn2LkLX7K+nd8DrjFCvJTQUbmeIsPlcHQu6XI9hIRqo4qj48zodQm1gHgiDgdkQY6HiaheQVRrUVTFMn5O0nknR+ZcpjPw/IxkQC1Z4Heg+qtQKFcoKObOSh41/nXI5BhlhwZphNnKcreqjp+WjnI6zMXalL4caMDkZS1+rPy14fej6L4g/aybA1MuW1G5/gP2FLnvdLE9z68Q12/e5hZIdC6NqnrFgWu56ykyqmaaGcucD5Tyq4vQKhiESpYjG1aOBwCrz0PQ+3gnbfoC+mUUxVCQ73Idy6Tm13L9biZdSudgrmAoKsoJcLaIEYpcIKwbYdzJVn6PENsJC6yrhzgr5Sz4aBbj6uklm5wUDH0y3PCaKEadQQpeZETKQaY2T5EoGB/eueU8+mkQMbJ+Mkh4PwU98i9dHbVLv7iPp22XLi0W5kh5vRS28T3n2MCGG6dzyLaehUSmlK+WXSniqSoaFoLkCgM3qixQX+XvBHtjN+5UeY/m1NlCmXFmImcQ7Lun9wtoUtPCi2aFT3QU0vociNhVjGX0Fz2oNIQlvCEW5HEEUqi3No7a1KIpXZFdSOVh79enDu6qF40y6tqj2d1OYXMXUd9/ZhimO3AdACMcqpRSzLQlad+EJ9zKqNcqzHGWOo8zlkycG4NsatVYrDoidJ0NPHtvaTKJI9MFVrBfLpGQJRmxI2nTpfN3hbWjiPd6/N7c1lx9EG+urXEEtTaN0bZ+IBChdGkXoO1h8buTyS2+7HWCtBa1SK9SqRXmu81+VqFkdicyXwtfCu0GTOJAhiXR1pPbRF95O7ehFT37iEUsukSbz5CvmrF1CCYbp3fYueXd+is+848fhhYv7duKJdaL4QEdcQHT1P0L3zBXr3vkzX4DOIskLyo7dZee8NStMTjUb5TaCWTVOaHKMt2sqz/jJQW1nGsc73tiAto6cyKPHNLTwFUcS5ZxjPycdZOvtTCg5bccXVN4Cl10gxi+oJ0H7kRVK3z6PX7CgyGB8mtXizHhCKokzYv515f/rLeYF3wbFcply9v1EWwHL6Fm3Z+wclvwiomVWW07eIP4C/w2YhCiId4X1s73iawc5TVPUCY44x9F9iE7FsYR6vK37/HddgduVzOiMHv5SFYDzjRxRlFtcEEgChpEa1nKlXUQVRaqqoKsEQtaSt6mZWKggOO2llGQb6Sg6ty6bgjv5vlxn6L/YjOxR6Fj5n6lKGo7/eXT/P/F99hmHA//n/GuB3/i8BvvtfePn13/bxz/5FkO/9Iy//659lyS7b478nqJJLVPH1BclNpHDt7qV0bRJtcBvlG7dxDQyRyN3CEWwjKS7hDfWSS01hWRbx4G5C3n5uydfIx5urQYals+DPMLdyib74E+u+r05PlGKuVcFJlBRkh5tqPt3ynF4uILnc9/2cJKeT8DPfxqrVmL7+GkbVpkvdocamb3/ObPm6LfkryTg9EULxnUQ6HyHYNowv1Icv1PtAgQasJonC/Sw4l1u2exxbVKr74utWnvo5VaPaCjbuAd2stvA4y4VkvbKRnxvF02GXIs1qFVFzNDWaGZkscsCNIK5tqKsgvfEa+n/8T5j/6ccY+TWpe6thMicIAtrQANnsbQRJQvb6qeZSdvYj1sOiYAcYofZdZBKjTYZEgiAQ9vUz0PEUg52nGOo6RW/bUTzOZo7seO0K8T5bAWXFmUQQJTRfCL1cwKxV630V+vIKSqwRXBj5EpJvfVOntRCURuHMLJbqDfNGPl83NxIkGfNOMLDm3nSjjCI8OFVAEhRMs7GYF0TpnsGGKKt49+wn+/mZpu1mtUpx7BYr775O9vMztG87Tue2pwhJ3fUGys1I3oqKSsQ1SM+ubxPvPoqezZB46xWyl85tKujInv8U/+EnvpIsv2UaCOs0yJuVMtl3PsT//FMPfE4lEsL/wjNk33iPvGj3GvkeeZTcddtlXJRkQkOHmMnZ0siiKOP2xVn2NRyLw95t5EuLVMxi6wW+IGpxH4p8/8m5UisgicqGdMRfNEw5p+mKPvqVN4cKgkBH+BFigR2MyDeomg8m3fyLgnI1g1MNbHr/UtX+fXyZqmgd2Qj50hKlSrppu+rwNyk7CYJYDzgCUhflWVtKV3I4MIv2/ViVKpJ3tScvmUPxajjCLoyKzrm/n+fkP+lDXJ0H8ysVSgWTk8+7kOXWBXkwLLFrr0oxbc9p4R4niakigmR/NwVZQo74cXjTWJUqSihCZXYKR7id4vI0giDicIdJrvY6+N0dbGs/yVL6BreVG0y6prml3GBMG0USFbZ3PL1hv0a8Gie9fHvd5yTVue7cUsunkf0bVzXWQhBFvHv249t3kOlrr5FWV1bP7aDt0ecxahVGZt5g3hynUkqj18r3lWTfDIKxHU09n3cQ8Q+QyI5+4fNvYQt3Y4tGdQ9kYyJevTn7VCml66Zp1VwK1WsPKlbNNqczS0XE1WyPkBvFsa2Z/+i9dgbP3jjhfe0U5rNM/P2bWP/gZVvJo6o3lccdOwbIvPIWHNuJe8cuEiNX6fA+ia9vFwtnX6Otr7uu7jO6fJFB7dCmsl6WZTEtjaM6fDjcYSzLYuXGp8T222XkROY6nh02xccyTaxqtTlwyJeQ3PdZsK0ZEOs0ptV7s1ab+uBOMKADzYs6w6giCQ+eVRYQmjJxgiDVm+Yty6q7uq5FWO5luniL/PXLiE4nRiFPaXoS98AQ7f3HkbVmilE5tcTK9U9WaVkmCCI2mVkAy0Rx+3HH+1H9ESTVUX/distLm+sRrNA+VqrjJN56pW4AKQgilqGjdXSh+INYuk5lcQ7J7cVfCjzw+7AZWHeZTt7Byq2Pce3fU2/of1BIPg+Bl54j/ePXcR15EcnlRpQV0soygVoUZ6ST9Nglkr05Qjkv4fY9TN9+m6j3xKo6i0Bn5CDz6Rv0ldbnRD8sdKOMLN37u2uaBrOJc7a3xibV3X6ekY5aKEVnXTDiZwGPM0Zv2zHGFj9moDZ0T4fkXzRUzTKSKD9QhWIxdZX2Qgy+xKSzIAh0l7uYWvmcgfaG2Zvm9FEuJOr8f0lzoRdzKG4/isuLUbTFJ0Snqx5smOUKgsMew4Mzl/ActKulvouf0vFsFNVp37hlWSz87QWe/9V7J6t8AYnKjRtY2+05TXFI6OUaWsBBaSWL97Ed5D6+jmPXELn0bbR4BylrFs0XZlldJBTfxeLkGUIuu1lakR30x59AN6oYZgVFct7XYR3AofqopjLrPymKmOuIdhTcJcg/WECgRmKETz5P8sO30LcPE3ZsQxBEQkOH0CtFigsTzBWvY1bLGJXS6pxjz5+Ky4vsdCM5PPjyTnLeCvn5UcxaBdnpZVusVfhDklVEUaZmlOtMB7D9NnSjhGHZSnNb2MKXha+1svHf/Xf/XX1xcedveHi4/ny5XOb3fu/3CIfDeDwevve977G4uLFp25eNcjWDY40cYaWWR1Ic9SyzsEZ2UM9mkNwe0kvXcOywqx2i24FZbgxG7ZlryA6Z+Y8mmXl7lOxoEv/2MIFbdlZdDrgx82XMqq3+IaoqoqZiFAsooQi1dBLLspAUDXdbL/M1O+PiCXTh9MS4VT672tC6MXSjwu3KOUyzRqzHbmKfq97EGemqq2pVFubQ4jaHPr18FW2w4aBqWRa1lSxSYOPJwixXEbQGx9VYSSEHA/XHa7P0RqWIpLQualXFQ8V88CyeIqjUjEa2tFrOojpWqyiCgOoNUkzMthzXtf0ZRIcTS9fxGiF6975M1LuzKdCo5tMkb35G8uYZtnefYqj3Wwz1vWj/2/vt+uN2104q2QQr1z5m/tOfsHj+TSrZhqGcIAhEtG30PvIr9Ox5id69L9Oz50V69n0HJRjGKJewLJNIeC8d3Y8/8HuwWQiSvG51xX14P8ULVzBLG2edLctCyN9CT6UxCsUmNSoA0enA88RjJK68h2VZBB57gvTZ02Rd9sQd3Xuc5UvvYRo6surEH97GpNDIILq0IJVa4UtXphIQqelFltI3N/ytjC18QMjbv2kZ6Z9nWJbFYuoaHeFHfubXdqg+emJHGFVuUWy/t0/MLxKmnbO0h/Y90DE1vYRT+vLdnTXRhUsLkcxN1Ld11LpYmbtcT9r4t+0leeuz+vPrJShkYR4lZI+zZs1EdtoL1anLWXr3B+r7Vd76nO07Vbr77q3wduwpB26vSPkN24U7EHdQXi7Q+ex21DOnkcM+9EzBZgIIAp5d+8hduYC3dxfJG2eRFRcOd4QJbjZVAmRJRVO8mwo0AJKhKqozsO5z7dogmdGLLdvD2jaqiSWqyQczEZWcTiLPfBs9l2HqyitMX3+NFX0SWXPh691FdM+TtB08Rcex79Bx9CU6jr5E26FT+Hp3ofoiWEaNFWEBo1oisvtxOo6+jKRodRbE3XD54iR9rdVjlxambG4Z/G0I6xv493OAr51GtXv3bubn5+t/H374Yf253//93+dHP/oRf/3Xf817773H3Nwcv/Zrv/Yzu7dKNYemNnwf5pU5grGGUovs9KAXs9QKGWSfH0EQqE5Oo/bZ3FTRqaKnbXm8zvwNZt8eZeXyAvrhoyw5+8hPp3GEXaSuLaGn7R+3a3cvLF2tX8OxYzuZ5E07OxMIUc3ZXHh//15ys7frEqfh9l2E2oa5mT/NlDhGuZqhUstTKCcolBOUqxlG9cvcKp4hEBsi1m1njFK+PIWFcQID9uSXVhP2axFFLMOgfHME555GAChXx1HjwXWzcpZlsfhnr5F67bMmparq3AJKV/ua/ZoXcetyZVU/pcjDUFiEJnMiuxIVqD/u9h8kM3ap9ShJIuLcTtQzjCvW09QUbVTLzH/6CunRCzhCcQZ7XkCSN87EOtwhut37GIifZKj323QHD5G+/TmJax/XZXjXvXNBICz3EvPtIuregeb76vwm7lxvvZK8qxzEc+xRCmc/X+coG6XTr1EZX0AfPUf14gfkf/qfMPLNE5TaEUeORUgvX0XUHISefIbk6Xcxa1Vkp4fAwH6m0vYiJtg2TLmQqDvnAvjcHZuSfXwQSKLCbOICoigzOv8ey5lmikS+tIymeAgmfjl4y9k2EbfD5tnniptL5FiWSbGS+lKu79QC9LcfZ3blcxJf8mf9TUReTyFLKi7H5n/blmV9KdSZjdCeDZPI3KrTT2VJwx8dZGXOpj6GCwFbgbCYa74f06xThPWVLPKquauoiJg1k2q2gtMjI8n2MmNn7irjt2uceK6RwNH19V+XIAg8+6KLG1eq6FUTf1yjN38LV8yD7JSpLaTAtDArFRBFRFUjePQ4SzNnCA4dYir9GdGuAyiqi6uZd5iWpx4qcZFaukEovr63herwISoqlfRdvQ+iSLz7CIUbV9Y97g7MSpn5d/+GTLpBZxIkCd++Q0Sfe5ngE09Tnp1iZvRd9PL6i39RklG9QVzRLnw9OwkNHcLft7ueOAwOHSI9epFFcQa92py8c3nbyKyMtny3nFqA3Fc79WzhG4Af/vCH9PX14XA4OHLkCGfOnNlw37/4i79oKQw4HA/WK/S1BxuyLBOPx+t/kYg98WUyGf7tv/23/NEf/RHPPPMMhw4d4s///M85ffo0n3zyyVd+X5ZlUdHzTRrzIDSZV9XyaWSXl4y4jBqxG2kFeZXPX9PJvH0B72E7OJkS+gBsGcDTH+EZu4ReqhHcGUMLOLgTnrr3234bd7LKak/Dc8PZv52VzA37OqJIdO+TTCydrg8Wbn8HfbtfQtE8zAqTTFm3WdISLGkJZhjHF+qlb9e38fjtqoWhV1m6+C7RfScQBBHT0MmcPY13n61Qkl68jHP3cD2TZdV00m9+ju/4+k2kgiAgyBJKxI/Y1ciUGsk0LtP+XGvZdJNx3Ea9CIrsRDcefPGRjppNmvWSpN5V6rYQ5c37JhiVEgufvU5o+DG2xY4T09vXfAcscqlppm6+ycS1Vxm/+hMWJ8+ST89QreTrn4vq8DHQ8TTOUJzFc2+y+PnbVDKJB35t68GyTPRyAb1ceKgFieRw1mkRa6FltPp3ufl6FpWL76HGAgROHST00hHC332C0HeOUvroDSzDwMgX6v0srgN7KF+7SbY8gezx4tt7kIX5swC423rRywUqpQyCIBDvf5zFiU/r14oFhkkXpsm2fXnl/NCKwgHpSaq1PKap43W2kcxNkC7MAPZ3+JdJnnUlO0rEP4QkKptWoZpRphnJn2HMuEYyN0kyN8GsOsuy306sVPXiA30XVdnFQPtTZAozpCK/2C7Giqg98O+0WEni1AJfzQ1hN/CHfQOs5Mbr2zorneRSjYy4r3cXuSl77pHdXoxC3qaA6vbnJcgSrFY37yQxFLdCpdionP79X+X5z/6xp55cKuRN/s0/TyLeXBMEXDf53/4fWQzDVix8/Gkn5kcX6N7jZ+qSXRUN7mojlh9BdGko8TYqt0bJi0sogRCmXsMZ6cTSa0znPscf2U7/npcRRJHr2fe4VT7LSnDzFXOXN04xO7/h8z3BwySunq43d9+B7PRiVlrnL8s0bclg0yRx7QM8Tx6hfHuUTPpmy76iqhI8chzP0E7mJz5k8vKPmb7+GpMX/57Jyz9m6uqrrFTH79OTqBA//ALVbJLRmTdZ1hqBkcsbQ3MGmbBuNB0T8PSSLc5SiD/YYnILPz/4q7/6K77//e/zr/7Vv+L8+fM88sgjvPDCCywttYoh3IHP52sqDExOTj7QNb92Ut7t27fp6OjA4XBw7NgxfvCDH9DT08O5c+eo1WqcOnWqvu/w8DA9PT18/PHHHD16dN3zVSoVKpUGPSKb3ZzyzN0omhlbenUNFM1NrWovzJbEWVxtvQiCSC2dxNllc8slvw8jm4OVm3gO70BepRtJbgdq2IVZ1dn7e8coLuRxd64aIWUrSF47qBEkEf/JfZRHzqLuPY4gywiigKnrqNE2shfOoseKyJoL1RtCC0SZr92iQ7WDGkEQ8Ue24Y9s416olrNMLHxIaPgIistnOwePvIN330Fkt8euaoyME/zPvlM/xpj4DO/R4Xv2a1i6gbTtcFOp3cjmkAdtCkBlbmZTMrOy5KCmP3iD8HLmJtvaT9YfK5qHWjWPvOpSXson6qaF90OtkGXpwjtE9j5JuBBobK8WWZz8lFqlgMsXZ5u6D1V2YVkWhfIyK4UVMolxquU0bl8Hkc5HECWZNquHtp4eKqU0M2N2+V3zR3BFu+u9P/fCnUVKLZ8mO3kN09CpFdIoLj+WZWJUirbBVVuvnXkItaN6Avc8p7N/O4XRm/j2HmzaXhRXkAKtPTPmzOeIqozvyT1N25WoH+/RYVJ/85coIR9muUroV45Ro4PAd18k9/aHMGTg6xygODFK0pgmJHUT2nGY6Vufsd35DKrmafKOEQWR/viTjMy+jcMcfCCDx3sh2yZhFnR2dH+LVG6SXGmBcjWNxxElX1qiUssDmzNZ+3nGHeNMTbHHqI16CFJhnfmJj/H4O1EdXrLzYww88l3y6VlKzgIgIEoyK/NXSJhGffEz4DyIpmyO+iMIAn3xJxmf/wCiAwSXv/Y82FcCTXSta6p3L6TzU7aUd+EBTYceAKGkyqh6m6jfNqMVBAHV4a9XhqPVNm4lbUNMJRKluryI7PEiul22h5LbgZGzF/GCKGCZFoIkojgkKgUdCzANiKxJHFz62zL/9L8M8Bd/leW3/mUAx7jFX79eoKNNZmpMp39Q4dHHHfz5/yfD8W03eL/qRC/WcMW9pK4t4to1hJ68ge/bz5J7+wOM4UEkp91fEt3/NMXFSUbG3mCo79uE2oYJtQ1TqxSYHXkPs/sg0cz9v5vxYoRr2WtEOtenGcqqk/CuoySunqbtwDNNz1nr8FsSV97FyOawTBPnrh2onXGUeJT86c9YuPr3IIpgmkgBP6FtjyE5najRNsJPvQDY/k6CJCGIImalQmHkOlNzr9o+RZKE1t5JxDtcFzEBu9k8OHgAX88wC+feINL3Yv23Hu3az9zYRyz508RyAYDVcfc4I3PvMGTt2urduAuCZSF8gxSgHuZe/uiP/ojf/d3f5bd/+7cB+J/+p/+Jn/zkJ/zZn/0Z/+Jf/Iv1ryMIxOMPpqC3Fl/rt+jIkSP8xV/8BTt27GB+fp4//MM/5Pjx41y5coWFhQVUVSUQCDQd09bWxsLCwobn/MEPfsAf/uEffuF7S/rLBN3NzanlfIJAmy0TW82lcITsBYmRyyL7/Kv/zyO5XRjLJpKrmWrjH4yQurmMpztQDzQAFI9KuVBG9q1WUSQJQWlkV5XOdvL6DD65j8DhJ5i/+AHdw/bgExw8wNLnbzOhpfF0bCdSvneTp14rM505j17KE9l7HNUTsJv25j5FjbbhaLcNl2qpFdTO9qYFSHUxhfvQ4IbnNis1BFVu4fRaplnPkhulIj5ioLbSqURRxjB1JFFGld2UazlMy9y0Qo7deKkhiY3KhWnWENc8drhCLCzfILCx+TkA2akb5OdG6O84gVpofFblYoq50Q/o2PYkoeQqzWv1VyQIAh5nDI8ZAw0s1WLBnWDi2itEOvbhDdlBgOYMMOA8SaWUJu3Okx69iFEp4gi1UytmbcftQAxTr1HNp9BLearZFdv7RBSRVAcd3r1IsooS9TZ9RoZeYUm0K2GJKx/iinbhivWgetevi4ekbqbmLmLtOdB0HrfcTnriPM5dzQZvaixAYSm97rmcQ11o/XFERUbPFFj53z/Efeo7iJqK79QJUn/7Cp6j3QSOPMnKW6/gHQygeoMobj8L1jhxoZ9o90Fmbr9DeLVZXBKVeiNxR3g/vqUvnvkuV7N4nG0ICKxkR+ip9DClFajpJQrlFfrKvb8UPn5lM4/jPopINb3E7OjHdO94lkxijGo5R/eO5xAEEW+wu2lfX3gblWIShztMtZzl9u13ifU8SjTj3TCQWQtREOmLP87o3LvUgn34XHEcsw+2MP+mw7D0TfcL3EG+vExnLtak1vdl486C0rSMemXP7Y9TzC2hOQN2xW91ARvS+pkfex9X/3bU7g6qM3OoXf1UbryP59Agrg4fhekMwR1RRMm+Z9UpUS43L4pOPu7k//2naZ563Ek6ZfDKf8jzr/55iD/8fyZ59Nft5JAoChw57mR+Rmf4RITk+U8pP/EEpeUCjic6Wf73b+GO78X79JPkT58luPsA8xdO0z38Au54H9VciiVpjjbTntcUzU33jmeZHf2AlCjj8sYIZB04tWDTvNGAsKrGZVEuJHC4wy3V+Eg5QlYUKacWcQTtNYEoyfVKTxNkCe/TTyKHAo0rSBLe40eadqstLLH04WuIqoplWWi9XQTi+5qMV0VNw7t7P97d++3PrlqlND3O9JVXkP1BtHgHIbkbUbbnKUlz4m7vZ656k06tQY0Ote0ktXSTmNy4J1nSCHp6yCgQ+nKK8Fv4inF3Yl3TNDStle5drVY5d+4cf/AHf1DfJooip06d4uOPP97w/Pl8nt7eXkzT5ODBg/z3//1/z+7duzd9f19r+ujb3/42//Af/kP27dvHCy+8wCuvvEI6neY//sf/+NDn/IM/+AMymUz9b3p6/eao+6FYTta5zGBnAcvFJA6XvZjXy3kkzQ4OjEoZQdXsrIMo2mZ4XmezrC2g+h1Mv34bvdysYOGKe+kojdQf1xZTKGt6HrTebipjttygEgwhOpykZbvcJQgisQPP4ukYID12kdnqzXWdpk1Dp5BdYHT6TTwdA7Q/9u161nsx8TmCLOPdZfdtWIZBauxck7cGgFmsIDo27qMoXpnAtXMdA8O1ylS6Xp+0jGoFUW38GGTFSU1fzY4JAn53F+kHoFWkQlUCnuYFULWcR1YbVDhFcyM7PZRT6/PTLdNg+cqH1PIpBnteQHU0Ao1SIcHc6Afs8BxrBBr3gCAItBej7PKdoJRfZurG61RKDWUTzRmgzexiW9tx+ttPEqgF6fTupZpNkrh6mvToBWqFDJLmosOzZ7UZ/dsMtD+N0xNBdfhaFnGSrNEu9tMu9jPY/TyK209q5ALLlz9Yt9wuCCJqJEZ1qZkqoPgCGIUiteXmJkdD24aRL6Gn8uu+ZnFVtUz2uwmcOkDl8/fs68gyroP7SM1dQJRlAsdOMDdqN4+HBg+RGb+KoVdRVBfeYA/TUoPS4VB9bGs/SSo/wag2SvUhhAPWQjfKSJLK3MoFNMXLhDpGd+wwS5mbxIO7f2kyefmIdF8FqgnjOu39x1BUN5GOvUQ6922o6y8IAg63fT7b/fh58qkprmXf43blPLqxcb/SHUiiQsDTg4DAxMLpr0T++OtENio00Tzvu39hDqca+JmYrLkdEYrlxu89nPOST8/UH1uWafs7aU4sw8DUdTxaN7XpOSSPG7NYwTJM5jw7yE4kAaiWDCRFRBQFgiGR1EpjDKoOCPz+fx1gx8sar/1Jnt//rwNcuFLl8AEHqtZ4vaJkV0V6H/Ezez2LZViE9sSJLV0m+PIRih+9bldYMlnkQBBHvJPFZbux3NszTHrkAobeYDtIskbPjlNEuw4gKU4SjhS3S2e5WWrlrOtGmUJ2nvErPyYxd5n5sdPrvnc9gUdZuf5pE0VuvV4btbuT6tTM3Ye3QInHCP7aS/i//SyBl06BKLL40d+z8PGPWfzsp2TLkxilIqnFy5g1ez0hqirugR1EX/gVPMN7MMslZm6/3XQP/r7d5OdGSXoaC1PNFaRSbO3BCvu2s5S6Xldz3MI3G93d3fj9/vrfD37wg3X3SyQSGIZBW1vzOHSvRP6OHTv4sz/7M/7u7/6Of//v/z2mafL4448zM3P/7/IdfKNq1YFAgKGhIUZGRojH41SrVdLpdNM+i4uL9yzlaJqGz+dr+nsY3GmCuYOqnkd1+uvbzFql7uh8Z99aOokcsydbQ+6mMtNICViGycSPrnPo//Y0skPBqNo/4PmPJtCCTpbPNxSS5IAHPdXI6EnhIEYyhVmzJ2vPzn3k1zSfCYKAI9hG28FTmNUKt6deY3T+HWaKV5hMf8bowruMzLxBwpolduBpnOGO+rFJYxo9m6n3aQAkrn+AY+cgSluzcZ/kc2Fk1p/89WyRwuVxhPZmlRV9JdXkMqvnMsgu+zORFA2z2pgEXL44CU9jMR71D7KUvkGp4/7l7qpZJpWfIuBpBDtVvYgg2DJ/a9HuGCI/O9K0zaiWWb70PrOn/x5nKE5v8LF6Bss0DaZvvkVy/ipDnqNNJo+6USGRHWU2cYH5lUskMiPkSotNzYiiKNMv7iTed5SFiU9YmPikafIDkBUH3mA3mtNPt2cfA+1P0R99gi7nbuL0oK357m0WgijRZvUwED+JM9LF/JlXyc+PtzQbRiP7yHx+Fj3XnBmJPvI0hTPnW87r3reN0q37DzJaTwwjk6/3b2jbeqnNLmCUyyi+AFpbO8nqOIIkERo+zMj0GyQcCcLteyjmFll0J+vnUmQHPbEjxEO7GVNGqJkPbviYidrfE6+rnbH591FlNx2FGKrssXuw9CLuhV/8JmWwM+wruTH87q51nx8zr3E9/xGGXsbpubeB50aQFQfxvqP073mZYGwHN3IfUdPv//7GAjuI+LfTF3+cKcc0o9oIiVAZ0zLIxzXKnd4Nj7UsixHt9jfXv2M+gbjJYLZSKzCfukJ3of3+O38JcGlhipXGb+4OBa6Ut+cx1RuikraTXGqsjdrKErLHi5GzEw9y1I+eyiEqMqZu/+b7DgS4/bEdwLR3yyzNNy9cy/0CoiggSQKd7TI7BxUuXa1QyDfGz3zWxO2159juPT56Fi8QP9bD/EeTKFG/ndjL5nBs7yc9fxH38B6qS4skSiNIikp41zFGpt8g5Wse9zSnH3+4n1jPIXqGn0cUlbqfyR3IkoNH2l5mt/8pdjjtOSGzMs7dkFUnmj9CdU0vnqg5sKrN45RVrSJssrFWEEUERbYTNft24fvWMwS+8zzek49TW1giceU9ME2Wzv6U9Mo1sqWJuiqgEgjiGd6D1tbBYuJC45yCSNvBZ1m+/H49+SQIAoIotyQDZEkl4h9kKfCLVV38wvi6Dfw2MPWbnp5uSrSvrVx8URw7dozf+q3fYv/+/Zw8eZK/+Zu/IRqN8id/8iebPsc3KtjI5/OMjo7S3t7OoUOHUBSFt956q/78zZs3mZqa4tixY1/pfdiZgOaFXdJXapp0zVoVUVGb9i0JK8hBuyIhhQLUlhsDV2zpMr5tIbSAk1KiwJl/9Qa1QpX5jyaZe3+c0lIjU6z1RKlMNxq5BEHAuWcn6UVbpUrxBxAkiZXaRNM9CoJAcPAAHUdfJjT8GKovjKd9G+HhI3QcfZnw8GMorkbwpZfyZC+fJ3DkeCOIqpQxCwUc2/tb3hc1HqIys9yy3azUSP7daYIvPtak4gRQ+OwCge79jffWMOqVDUFsmEWBLeGbT03VH0uiQn/7cSYXPyYT23ihXTGLjCm36Y0daaJczSuzBGI7WvbXXCEq2ZWGuoppsvT523g6t7Nj28vEhcZrt0yDmdvv4I9uZ1A71CQYkCnMMTr3LgICwYyKLyUiijK54gK3Z99kNvF5kwxvMCGx0/MEnkAX0zffYnHqs3V9P74KxOkhsvsJjEqRxXNvNl1X1lx0Dj1D8qN3muQaJZcbq1rDrDZX4kz3AOWJjamMa6H1tlG79hGWYSAIAu6jh0hcfBuzVsWzcx+5qxfRKyWc4Q7aDj5L8sYZ9GqBrsGnSS/fZkZtDmpcWsiWS1Vvc1O+xg3pMpOuaQpGmrLZ2iSfj6tcEc5hWgaTS5+SDFbwLtTYyX5iaQ+q6KBczTC5+DF95b4HfFd/PmFYOjfES7SH9iJLrRW6YiWFXi3Quf0kndtPrnOGB4fL10bHtscZrWyscHY3NMXL9o6n6Y4exrQMbis3SWRuM7FwekNloUxMoFYrsuBNrvv8146OaJMB672QzI3RHtr7MxMscC9VyZeax/dtyl6WZ+yEQ1wbJLvaJK5G26gs2tVQ0eXEKBRRYwGq86vvu2lh6ibJXY9x+xNbsj0clZibXn+86+6QuXy9SjAg8cxxF//6/5SoV0EKOQuX2x7Xtx0OMXY2haTJBIejxBNXcO3swZq7jHP/HiqTMxS1JKETpzBKBWZG3kELRIntf4ali++yrG7cABuIDrCgNFd4BUFAVRpu4P3yHlIL15sqPnfg6RggN9NQlpK9Pmqp5u+hkc4ir9MLZ2TzmPMX0TNZjInPEHK3MOcvUrn0PuUzb1L+7C1YuYFlmEgeN54jBwm8/Dyu/XvwHD+KIMnoyyssfPT3GIXGWsKzcy96aoWk1bhf2eHG17OTmWJD9dIT6GTB0VrtD3n7yRRmqZn3r0pu4evF3Un29ShUAJFIBEmSWmwk7pfIXwtFUThw4AAjIyP333kVX2uw8c//+T/nvffeY2JigtOnT/Pd734XSZL4jd/4Dfx+P7/zO7/D97//fd555x3OnTvHb//2b3Ps2LENm8O/LNSsSpPRDYBlNnNtLcu0FZz0at2FWVAVrNWSJrpRp5QALEZ2k59KM/P2KFgWu373MIpbxdvtp+1IN70vNjiUokO1Df7WwKxUkHyNDH/g8BPkr14k40qv+xoUlw9XtAstEEV2tlYGksYUMzffInjsJOIa1aH00jUcu4db9geozq2gdTWoZbWlNJn3LrH8H97Gd3wvutWcJS1euIKgqijBVSfyXBbZ3Xwva/mvsuJAFBUSgUb1RJVdbO98hlRuknHnBOnaEnkjjWHpLAULzHgWGVfH6G071uSJohtV8ukZvMFWWpcgCMQeeYrF828w98lPmPvkx3i7h4lW25ruR6+Vmbz+GoHIAPFCg26SLy0zMvcO2eIcg/pOIkkHbimARw4RXlHpzEXZUduN1xVnfP4D5lcuNbmax3IBdnqP43CHmbj2CsmFaxhG7SuVtwQI5X10asMEBvaxcvV00/UUl5eunc+TOfsRtVQj4HAd2Ev+w7voATUdUducLLHvxF6UqJ/8a//JXpB0xHEd3MvSp68CEDx2ktkbb2BUy8gON+GdR5nOXECUZLqGnqGYmWfOMd90facWYEfX8wx2PsuO7hcIeHpI+SssuFe4KV9hwZ9hVBvllnKd2cTnxIN7mPEssosDxNJ2/4AmNoLGbe3H6Y8f/6UxlhMQURU3Pldrxty0THSjjMMVRlYc95R4flA43GEU1c0ENx9IOleRnUT9gwx1naK37ShBbx9T7lnGHRNkYgIVs4huVamZFZSFNDWjhNfZ9o2kfyQytwn5WhM560GVXVQfQiTjYaGKtodUodzIziuyE9PQsSwThzuEUSmil/IErXYqC3ZvmNrVQW1mHkLDFK/ZyaLgrjaSVxYQZRFvRKWU1Unt2MvFz8pNVYs7GHxB4+0Pivzr/1eSjz8r8YP/e4RAaDXA2KFw65q92NVcEnrVPj52uIvl87M4BjupzCRQ1QV8zxwn+8b7lDx5vLseQfb5WSndRnF5aT/8LdKjF5ir3V53rHW4I1RK6Xu+R6IgssNzjGxykplb72CskTKPlCN2f13e/m5Hg7vJXj7fdC3R5VzXv6h69TRGpkDt6sdIXie1xRSCKODe24/vxF68x3YhagqFN/6e8rm3MSY+oza/aKt+RUI4dgzgPrwf36mTLH32BjnDZkoIgkDg2ElyF8/Vk2sAns5BisvTGIa9Xgm2DVPIzjOrNntQCYJALLCT5cD6tNkt/PxBVVUOHTrUlMg3TZO33npr04l8wzC4fPky7e2br7p+rcHGzMwMv/Ebv8GOHTv4z//z/5xwOMwnn3xCNGpXEP74j/+Yl19+me9973ucOHGCeDzO3/zN33zl91WzKk1UGaCpOU+vlesUKrvCYTdtOSq+uteAvpJEiTf6LkRFRvjOi7javYz97VX828Jc+jcf4e0PUZjLshi9S07WtJoM12rzi3jkBv1JkGVCx58l9dE7LYZq98Ny/ibF8REiz76I4g/Ut1umSWV0Aq1/nb4LoLaSrRvIVOeTpF77DK07iudb38V0Nndcl67dwsjmiOw8Xt9WXV5AbWv+ct496Mf7j7I42by4tZuEjxLxDVKJOkn5y4yqI4iCRMDTzWDnKRxqc7Zo3LhKtOvghtSjYNbN8MCvMtjzAjv6XyIuNIsBWJbFzO13aOt7jHixUdFaztxmOXOL3nIvPYWODfn9giDgX7IYqu3Cofq5Nftm0wKr3s/hfwoQmL39LuNXfkRmZZxyYWWVH21SKaUpZBdYnPqM9PJt5sc/ZuLaq0zffIvxKz9m4uorTFx71d52621SizfIrIzfs2LSZtkN4wtnX2uiVMmak87h50h9+mH9/fc5+5D8Xgqnz9b3MwtFJM8mqQCCgHvfNkIvHaHw9k9QpDnUrg7cjx0gcfU9lGAI/6PHmLn+OqZeQwtEsQydhCNhO4lvP0GlmOZK+q0mD4475wbwudrpjBygt+0og13PIUsaHeH9bO94hsHOU4R9/bbUrWWsKzbgnCvgnPtlogpY6/Z16UaVs1P/gUVpYV3jtrthmgbz5jgL1gR6bXN9NG29j+H0xBgvXyQZerhsacQ3gFsLEw/tIVdaZN6dYNIxzZRzhml1mt62x5lbucicN0FeT3LJ+vQbEXiUjByK5LxLTn1j+N1dZPIP13P4sOgpdjK7hnYDdzj9aQACA/vJTF5DECVERcWsVnGrHVTn5hFdTqyajlnTSfU8QuKiXSWI9rmZvJBGkkX+wW94+et/1/pbC0Ukjv+2m1/9fS8v/jMv4i6x/vvu6ZeZmbDHM4tGC6AWcFLLV7EqNUIvHSH107NIPg/+bz1D7u0PyEvL+PYepDB6i2o+jaioxB99gVo+xWyp1QNDFKV7+iDdgSQqbFceIdi2g8nrrzVRYnsiR0jetL2DZIcbra2d8myjWi+6XZh3+REp4ixmtYb/5D7C330C165efE/sxr1vG2o8iOx3o4S8uPf1E/svn8P72DCS342VuEX+p39L6ZPXUQS7ciEH/QR+5QWKn18mnbArF6KiEHj8JPPjDQ8zQRDw9+1mrnS9/tq7Bp8mtdRqdup3d5IpzHwjfkPfCFiA+Q36e4gc5fe//33+9E//lH/37/4d169f55/+039KoVCoq1P91m/9VhMN61//63/N66+/ztjYGOfPn+cf/aN/xOTkJP/Vf/VfbfqaX2sn5F/+5V/e83mHw8EPf/hDfvjDH/6M7shGOeZEM5uVKfRauW4OZ5kGwioVyKyVETV74SU5XZhLq5PuOotcUZWZEXpxBRZWjzWZfWeU7ucGuZuB7trdi7V0BaFjv33ugA89l2nyqJDcHlzbhlipjBJxDd33daWlRXJXLyDICsHHn2pZUFRXllG7OzZcaIR/5Rjpdy7YgZBh4jj8FKY7sK5wT2Viiuiek02LfbNaxV32wBrz8buDAVlx4gl0s+hcIV5slqj1OKN4nPfnjy96UghJAU+g8777bhSMFHOLOFxBwsnGotqyTJLZMXbouze1GLtz/tCKgtfcwejSGfrbjzctNkRBpKvWDe5uTFNnsjBCMbtAKW/TGRyuELLiJFIOktV0fOF+wmknulFBdTUvWmp6iWUxi14tMHHtFTRnEM0VIBzf1eR2D9Dp2MnKcDuL59/C2zWIt3sYQRCQNSdatI3KwmxdmSzUdZCFD//OpkJJEpLXQ/nmgznMKrEAkX94gpW//QjPc7+C2t1J+cYIeWseT7gd775DzI1+QNf2Z4jsfZKFMz/F3/U0iuqmrfcwoepupm++idf7eEvVcS1sz4BW2eewbzsrzgxO1UG5miWe8a9z9C8HplyzRD2t9MJKLUu06wCGXsEf2X7Pcxh6lduTP8XbOYggiozNv4c73tekcrMeREnGG+zG6Y4wdfMN/L7jG6gA3eMcokzEb99fZ3h/03O6UeHWzOtE/Tuo1HJUrTIuLcissvQz633YCFWr3JIUuRdkSfuZL/BkUUWWVHSjgizZVS3N6adazuJwhwjmPeRKdpZbCYWppZOo0TaMSylbNaknRnUmgaM/bgcClkX2kSMk//ynDDwWYrJ9D6J0hoVZnXjn5pYfgiAQjkrkVyp4whrVoo6jaiCpEvHHeynf/ozc3sfBsBvYJZ8H7zNPUvj0PJ4Dz+Hdc4Dk0ghxz6MIooi3ZyfZiatwV8xXzC/j9G7OawYgmvVB72Hmx07TNfQ0AKrDi1lrzOYBpZvU8kRdGt9IZ1t6IdNvnCf44mMbXseyLNqWLzNVakPriaFEfCgRH65hWwyltpIl9dpnOAeXkHoOIjo0/C+eIvfW+yRWUgR7DqH4Asg+P4nibSIuW1HS3b6NuY9/hOnchSjJdgKs/3FuTZ1hp+fJ+twoCALx0B6mC3P0Ftfv8drCzxd+/dd/neXlZf7lv/yXLCwssH//fn7605/Wm8anpqYQ16xxUqkUv/u7v8vCwgLBYJBDhw5x+vRpdu3atelrfqN6Nr4pKFezLZOCoVcalAKBejRp1qoIik0pERUFa9XjQ3RomIXWcqmRziMIArmpNI6IC8dvfpdE14GW/SS/m1qi0bArh0MUWWnZz7VtkOLY/XlzlmmQPvcJgSMnCD35zLqL5ezidbRtvescbaNmdeF64lt4j+1EDriRg4F19zOrVaxypR6E3YGezyFprRWju1WSgm3DJOYutWRYNoNkqEJi9gLxviP33/le55m/SqfZ17QtkRkh6O3b0IjwXlBEjd62Y0wsnF43qwyrjeTCMAPyXnb7n2a3/2m2q/vpE3bgdbbRWe0kmvEgCtK62VFFdtJRbqNb72OX/yQ94hCyrNlmg1OfkUtNY655r8OFAEN938aolFj6/K16hSwW3U/2wlmqyw1Op9rTRXXKLrGLTgdGrohZe7B+E9nvxndsF9XLHwDgfvww+Q8/xdR1HO2dSE4Xy/kbSIpGdN9xxuffZ94YtV+b6qJj25Pcyn/SREnbLHzuDnLFBZbSN0jlJr5yyto3FZkoCIJEYJ3G8JS3hMMdoXP7iXUVpyzLYt4cZzJ1lrG5dwgNP4a/fw++3l20H3mR4tIUS9IsE8lPuX7rf2dRmGo5xx3IqpO2nkcZrV78Ul+fLGns6v0OXlecql5ARMblCFOqptCtzfVKfFWwqbcP2n/xs/+eOlQ/5Wpj7vGmZaoVuxohyhrG6mJajcapzM/YSYpYBH1xGXzbKI3Y9CpPt5/M7QSCJLLzqSjX37MTKM+97OY//P+y3Li8+fE9EBbJLNn7d+/1071wAYDw3jjpm/Z55YAHhTsZ/gBmuYJZq6G1NShf9mtQMCqtlbhSbhG378F8BKIZD7LqIr3cmIMlzVU3bdV8YapLjf622nICOdZIoonlMaSAu+7HtRY9+gjRuQvIb75OYSaDf+Yqzk/ea9lPCfuI/sbT6CsZjAm7qiIIAt5nT6Bt62X5s9ewTBP/oaOUpidImg0DU0/ndhZpmLM5PRFUzUv5rkb5gLuLml58KGGOLXwz8c/+2T9jcnKSSqXCp59+ypEjjTXTu+++y1/8xV/UH//xH/9xfd+FhQV+8pOfcOBA67r1XtgKNtZBqZLEqTWbrNla2/YiUZIdDcdQoRF5GOUyonNVH9znbVKUugOtL44j4mLyJzfQn3oG0aEiiM3Z9fQ7FyleHq+7j4OtYiGu0/AjKipIYn0C2AiLS+fxDO1EcjrXfT5btgccJX7/zI4h96Htf2rD5wufnMN1oJkWZlYq1JIJtEDz+RWXr0kOFuzejfZtj3Mj99GmqRaWZTHnWGB+/GO6d5xClB4sW7oWerWIaRpNhmSVWoFUfopYanMmZevBOZcn7BtgJtGq8HQ37lZDe1CIgoSmuOmodLDb/zSRUpByYYXJa69SqzT4t4Ig0u15BE/HdhY/f9PODKoOuve8SPrcJ5hV+/33x3ZTvNhoKPQeGSb30dWW6wJ0lW6iZ9avfDh3dGHky8j/f/b+K0iufM/zwz7HpveZleV9FVDwrtEAutHeXzN3ZpazJHeX5HIkDqXQg0LBYIT4ruADgxL5IJHc1Rrtcjk73B1zTXff9mgPdMN7FMp7k5XeUqR3UwABAABJREFUH6eHU5VVicyCb3PvxTeiHur4POb//9nv15xB8rhxP3WAxGWbntF/8Cil2SnS8gqqL0zb0z8hO3MTvWrXrTs9YWKdB7mZ/4ob+S8fyBndWj4lSer3QiX6Y8Ry+ibtkX1N1+WS0w3aGRsw9Cpjs+9jlPN4OwaJ7D6BO7qZORQEgZYDL5JfnMTT1k/HM39Mevzyto41gCfQjurwMUWjevKjwqn6cSg+qi0e8qVlKtqDZeK+C4iChPWAmQpBkL/37EZVL6Iqm8avQ/GgbTgbooRlGliWRUjooLK0gGUYBNv3UTh/Gbm1hercKkapQmH/cWbft/sjlvuPMH0pQ7VkMBrazd7/81Oceq/E/My9HcBqxWL0WpW2HTYLWbjDRXrRnn8FUYD1+dN/ci/pDzd7JORw0FY6F0WUUISUZAdPZKcHU6+ia/XBQEOv4ll98HvdK46QXhmt9Xv0hI+SuPolpm4L8EluD0axsH69Ihv2gmWaZD65SOCFTcFAo1TB0g3c5z5n5re30PJVQiMtdL+xg/4/3gMCGH/9K4R330X99CPMin3/BEEg+PoRqksp9Ilva4Qcamc7jsE+MqmbCKJI6PjzZC+fqwX4vG39FBbr2bVUp7+poK7P3Uq+5Q+DFvxu2BD1+zH9/S7gibPRBKZlNKT2BUGE9YlzY8CtLV+n9rS0KsJ646wgCIhuZ4PRJYgC2d3Hkf7050iuRufBsiwqU0s4j79GtbLJg1ydmcctNC8hcnX2kKxuLx2vFbNUkwlcfdsL8pWv3cLz9KFt198vKtOzmOUKfnd9E2T28jl8dwjHASgeO0V/J1yeKF07XmFl9hyj5bOs+LOYpt7AXZ4IFhktfcuN3OdUyzl6d72JrDR3qO4XyeUbhFtH6pYtrF2kK3bkkY3UaNJ+5supG99bdF0QBHzuOD3WIO0DzzI/9lkDE1bc6sIZitvlBdi0xP79h8lcOGP/73QiBwNU5+wIoRXeRWVmpTbZbcWtf3Ue95UzGMUKyqkPsX75m7osSPC1w6TeO4tlGDh6ulBaW1i7/RUIAuETL5A++zVaMYcgCER3HWds9kMWqqNYloU32EHv7rdo6TrErfzX27ISNYNlmX/QdcclI48iO2vlMRuwLItSJQ2C0EATDbZGz8TiKYKDBwkOHMARiDZVppdUJy37n8cVbkWUFfw9uxidepeZ3PYMVLGuQxh6hUXX9ixBD4v2yAHS+Rk6yu04FA/SD1s13FRR+l4QAJP7f8cfBzS9hCJtjqGq7KFa3gxQOENxSqt2RsPZ1UN5fgbZ57dVrXMFgq8dIfmrrxGdKqGdLaxdXkIQBZ7643a++F/tbJfqlun5jw7xV/8yx+Lc3TOV7/xNnpffciOuOxWBuIP0FopqSZUwKxpy0IPaEUVI3lhfIWGtj3GeHbsp3r5Z28ffs4vF8ub/sEn68qAQBZEB12Hmxz7HNHRk1UWgby+ZSbsvRI23UVnPEkt+H/qa3bunLa3g6IzVxH/Nqk7yv/tXuM5+jiPoZOc/PkLbs73EDm069X0/38Xuv3iawf9gH5EDbVi/eZfK7CqWZdkluz+3yXNy7/wNesoO4rn2jlC6eguzWrW1OAZ3srx2af3eObFMoy5brDr9pP2NgRyPM0qh3Fhd8QRPcD944mzcJ0xTR9jCRlVndG7UNsryJhsV4D08RP7bTSq8+0FlegVHd0vd8bWlFQRZRgnUZ1ssy8KslHG0dlCe297ZyIgruLp672ooKx2taEuPNuFriSTFs5eI7q6nyzR1HS2dJCw2lm5opRyqszlvvqK66d75KtGO/RQzi9wqnuFG/guuZT5hWhjjeu5z0iujtHQfXjdADzb0JjwoTEOnkFmgJResLbMsC00v4l58PMwwXfk2TMtgbOGThyoJ2oBuVChWkhTKCYqVFOVqlnI1e9djhhJyHRNWubA5eXS49lBKLpKdtifrsNCJWS7X6HDD/UfJf30WS9cRBAH33j6K1xrfO/ef/xmVZ15E+vhDYoc6aDvZh/zRh5sRR78b75FhtOtf2tsf3Ivk97F6+WME1UHoxPMs3LaJDxzBGO1P/4RqLnlHuj9GIDbIvDzTVDyrGXrixxlsf7Fheb5VJd/6+89EteBepiU40rB8ilvMWmPEu480rEs417g9/Vv83SO4Ig/W8+DrHKLjxM/RClnWPOmm2wiCQLz7KGuLVx/IcbwfCIJAV+wplj1JhrVdP3g2qxJzoSr3nxk1TA3LMpGFh8/SPgyELdl6sMs7rS1jSrtrhPTEZQCi3h0U1o145/AA5dvjGHIPSjRA6dYc6aHDLJyaoJwsMhU7gNMrMXfdDi65gwoj/4cj/Nt/niWftZ99uWzy4dsF1tYzDItzOmurBqmRzei/J6xSTG3Os77eMO0Fe571P7ub3OkbWKaJnkiiBG0mRCUQRM9tZtDd8R6KiXrmJUl2YDSheNX0MhOLnzG9fJp0YY5kborF5NU6TQ6H4iHWeYClqdMAxOmmuDKDaej4tCB61t7WH91J+bp9rVZVQ9xCtCEoEm3P9lJazhM/1r3t+yqIArJbITgUpfdnIwTmryG8/S5m1R6X/cdHiPziGarXbAFCQZLwPHWA5Mw5+7cPDKNn0iQqEwC4oh2sCJv3whPsoJCebzivSw1Rqt4/i9wTPMFWPHE2mkAQpAaDzdDKdXXMG8aNIKuY630aktePvkVx2XANUF18sEhA4dI4Ymd9mUPp6g1CPY1Zh7WP3iF95gsy507jiG9vCNgRjbsbU35fP+Wbtx/oWjdQvjVG6m/foXD6LLHDr9ZR6VqWRfrrT2vq5HdCdnpIOe4+gDndIVq6D9Mz8jq9u96kd9dbONxBuoZfpn3g2TqV70dFLj2LP9JX7+zpxbqSqkeFIAi0Z8PEgzuZWWlUrW0G0zTIl1aZWPyM0bkPGJ37gOmV0yRzU/YEmJ1gJX2LlfQtxhc/Y3zhFJnCQtMylg0mrB3eEyxNnSG1fLMWGRtoe5FyaonCsm3Yt/WcIPPtl1imiehw4BzqpzK5Xosf2UXpdiPfvJErIb3/Hv6+MIHBCKGdMXx9IRxfflL7bjx7erEsKJ+1e0Xc+3cj+b1kM6Mo/iDe3fuZG/0QyzQQFZXwyNNkJq/WUU2GWobJrE1wLfMJt0pn7ulwyJKDfGm16XZ3K/f5fYDNk2/hvqM8FKCUX6Vj4GRN/XsrUrfP0frU63haex/63L7OIUqr27MqiZJMINrPgmNh220eFk7Vj25UfvCMlmVZZArzuNTG+7/9PuYP0LEBLjVIrlTPwe9wh0it2EaynTm2r0xSnciBIKW5abyObrSF9VKl4afJfXXdLht6/RVu/+UlLNPCeP5ZLvxmkZUJO+PvDij82X/m45/+D2k+fLvA//zfpRm9VmXytsbctMa//edZfvEf1Qejlm7n8cU257PQjhhrl9f1MXS7SRzLQnK7KAj29dxrbNCqRXKpGZxK/VxSrKSYWPyU1vBeWgsRytUMhlHF4wgzvfx1nWZKPB9CqxbRKgWbXjsYQy9mUf0RKkvzdomqy41Ztu0FQZawtmR84ytXsEyLkf/8/jPo3s4AfT/fRevxbpRPN6lMlajfptBfXc+u9Hahr9h9JIIgEDr+PIV1YWBf907y85tzvyQpSIqTtVB9X4soSkiiQi7+B15KtUGJ9qP5+6FvyP3hibPRBE7V36AkWi1nURxbBz37CStuH3rejtSIsowcDaMt2w1rDxpJ09MFjFwJObhFLyKTRU9lkP317DlaKonodNE5/ApdO1+jJbhn2+N6y5vXuB0kjxdBktBWEzXF53vBrFbJfvIF2uIK8WM/If7Um0iu+sbl3JXzKJEYYak5nW6gZzfZmRv3db4NiJKMP9zbtOTjUZFPzdFSqje6DFNDfEDGnPtBYBUcqo/Z1bOYpo5pmZSqmboJTNPLTC1/xfjiJ2QKc7RF9rND380OfTeDlSG68q105lroKrTRU+ygp9jBsLaT7nI3xcoao3MfsJi8QrGSbJhwFdnJiO9ZdK3E/O1TNYejN3qc9NjFmvaFq7uPwm37Gfn8A1TGpwAQHSpmWcMy6t8X4eOP6XxpkI4XN+mQ20/24Yp5EN5+B8u0ryP06iGcA+0UPvw1qmMJz1MHKV65gVEq4erswT0wzNzoR1iWhSjJRHYdY3zuw1rTuCCIdA69QM+uN/H4W5kW7k6UML18mlIlSU+8XqfHu1TFt/zDNg9/18i3SLgc4abrZMVFtdyc+tcyjRrN98NCkBRM/e4ZvFDLTkq5FW7kv3qkczVDwNNBKvr9iGduhxnPPEFPF051e/XzOyFLDlTFQ7718Y9zd0M8G2QlXV9i1C/tIbs2SbloB4Y2+jYA4rEDFEavI8oyVqWCpeuIqkrgpQMkf3MGJewjsreVhc8mkV0KwX/wKud+tcD0pTQAY5E97PqLp1gMD7Djz4+wMKuzOKfzy3+bZ+S/OMJVdz3jzeX3ltGf3dQD8HT4qaRKmOUqa3/7JaHXjyBIEt6TT5P7/DSmrlNdWUJt2Wz+1gppVJ/t+Jmmwdzox7QPnKyjvF9O3WApeZV+bQjPYgmn6KEtE6Il7SWwCvHgCEup+r61WOcBVucv1v63TANJceCIxSlNj5PX51E77cCgHA6hrdj3wLIs5j8eZ+Dv7UWQ6s2yyI1vWP0n75D85+9S/buPMKqNjnNopAVRlWjPbs6lodePUJleRhs9bdsiolj7DgVJQnS6MKplJMWBaWg1zQ2AePcRVucayx+7YkeZT1z4gyXYeIKHxxNnowmMLbR/GxC29Glo1SKiYq8XZQVL1zGrdrRCjoYxsuvK1OvsPnq2aNdVmtt/oFoyx9rffFFHgVe+PUHuky/xv7ypVaHnsiQ+epfMudO0dmxPl7cVznArpZkpshe/JXv5HFq6MZOgZzOYpTKSz0vqr39D+p0P0RLJbTU8zFKJ9C9/i2Ogl+jIyabsVpXlRfRMmpbQ3iZHWD+OodVohB83LMtiRVliOnOOmcz5Oiam7aBrRRS5nhmkVE3XCQY+TrRnI3icUSaWPmd84RNW06NMLX/F7fmPGJ37gPHFU8QCOxjWdtGZj+NeuL9GV1V00p6NsEPfg9sRIZEZZ3T+A7LFOxVyRXqsIVy+GIn1SVKUFKK7T7B83lYajwV2U5qZRMukkT1ezEKxNtn4nt5J4t9/hqVv3ltBFPB0NGab2k/2oZd0tnIlu3d2EXrrKGt/8yVmuYLv2adJ3v4aAFd3H2oszmr6KpZl4QzFaTv2U7LTN2rfour0I0kKDlfons23hqnRmgninL+74/37Bt2sspy6TixQ37Nlmjpj1YuIktJQymgYGrO5i6je+4/EbwdHIEppbf6u2SNRknF5Y9uWVD4KIv4BEpkxloPZH8xIqmi5Gl3vg6A9vI/Z1bNUzfvTMXkcUERHw7MSBIFAdJBS3i619cR7Sd6wS4Y2GAbNahX3kQOk3/4QyzAwXQPIIS/5i+Okh49SXisy8bfXEFUJ/z94jUu/Xa4J9Dm9Mt37ArgDCnv//AD5gWFG/sujuHz1QZ7561l8URVHoL7KILwnTkviGmpXlNLo3MYKBElCEMWG+cmoVpAcdmAskxgjEO0nvFZ/rkxhnoHKAKrY3NkOJWR0vUwisxnkiKbdtR5EX+cQqdu2YR5y9qKlkljVKsI60YvodmEWKptN3tLmwGiZFtVcBe/Zr5i+lObkP+pm98st9B0Kkv5X7yF++CmJf/IOpX//IXrZ3r/79R3MfzK++cxkifBPnqYytYSlabj372bt5qbWhuTxopft0uDQ4EGmVjcdfcXhxdziUG5AllRcjiAV6/sTm3yC3w88cTaaoKIVUO8wODe4xgFWrBk88U2KWGdHF+W59dISUaz1bejJNOWpZdLvnaVwaYLs51eans/Il0j+8ivcJ19D0+yoh7a4TPnWGPGjb+LRbKo8U9NInf6MwJFjdO95q6kyeDMszn5F8KkTBNQuAlIbqa9OYWr1kdxs+jZSwE/2/VO4D+zBc3g/5eu3SP/duxS+vYieyWJptsq1kcmSeecjfC+cwO9opMrVUkkKY7fInD9DW++z22Z4LMti5cLHBAcO3NfvuB/oWhmtUqCQXeL2zHuUEvN44j2IisJi9X77Z+oH2GJ5DU/iu4uMRtZUhqo7GNZG6Cl2MFgZYlgbYVjbxU59L96lh6cbFASB4Cr0FDsY0naylh1nMXmlYRLp1HqolDKk10slIqUwgb69JK58gSCKtA88T+ZbezKSYxGqs+s1vaER3Du7yXx6uXYsc6OU4Q5ohSrltSKec58T3RI1U6J+wj99mtJXHyDHYyAIpBYvYZkm3pG9GMUCU+f+utY07mnrY4l6WtVCZgG3L37nKeugyE406+GE5H5XYVkWU65pOqKH6gIolmVxI/8lvlA37f3P1PU6aZUCY9PvoXhDRHafaDimqVdZTlygmk9RzafqqKsty2Ls03+JqW+OL6Ik420fZFHbPvOkayVWZs/RJ94/b/t2qGg5bs6+y8TiZ4AtwjbU8QpVvUgi0khH/l0jF5fR9IdzFhTZRW/8GSaUe9ObP140fr++JLUMWKd7D4ZWpZyyy5ScnT0Up8bwu3pxDvVTvGDPdcrICUq3ZqnOrVI9+RK+niDX/+k36EWNPS+3cOqfTzFzOcPn/2qaX/63N3nn/3mb1iEv7Tt9SPIdOlAlg3O/XsR4/tnasrG/usS1//kMi19O22K5J/dSXVjDrFTJfX4G154Rm40qEkNb21RGt7aQY+SS07SW6ylvC+U1ZOnuGSVBEOgpdpEtLpArbel3XB/7IsUwittPKbHpaDtKHozsZrDDvbuH0i272T68p5XU9WUs0+LKf/W/U/nVKRwemWf+o27+6r+5ym//h9sUMxov/h/76NoX4Kf/9TC7XohR/dUpAFS/A0fETVvmet11unZ0IWRHcfR2gSiQ09cpzFWVgtd2GlzRDiTFwaq6he7c4aOiNWHUVPyUjR+e3e0Hww9eNtXk73cAT5yNJlBkJ7pRPylJsgPDsA2VqNlGcdWOnhhahdL0JM4u2+j2ufuojE3Zx4lFiPzjP8f93Fs4jrxEeWKxZoQZ+RLZr6+T+HefsfZ3XxF68yiSfzOqV7hwhciukwiSbQTouSxrH7+Lf+9BAqUHizZ29D1PUG/BFW7FFWlH8ngbXtBQ+wHUnk4iu04S8A/hpRVHfw9KZzuix03x7CUy758i/cvfkvviDL4XnsFr1ht3ZqVM8rMPyV2/jCBJdO56DUlpxrhlkp2+TmFxAtUXpkV/eLEtQ69SLqZYNCa4PfMeUytfMJs5z5qwSHTPM0R2HsUZihPo20t+YZxKKX1XtWPLNBDv4MKXZRf6D2CkPir97Z2QBJm+Uh+SqDC+eKrOABIEgSHHYXLpObJrUwDEzU4ESaK4Oovi9iEHglSW5gn3HaVw5jxmxb4nRq6Io3OTKS16oI2xv7qMqddHRxWPysH/6jnCu+NkbicIjW+qkistQZx9rVjzF/G99CyWYbB260sEUSRw+Bju3gG0oj1J+7t2kp26ilbdjK6F23axOnfhrnS4ZpNn+/uOWe8ifnd7gxhmqZrG4QriC9eXN665U0zMf0xs//N42/ubvn+J/ChmpcJq4iqJtWvMXHuX6Su/Yfbm+2BZdB/+RUO20ts+QDHR2N+zAVlx0d7/LDfyX6Dpj+YQqLIXyzIbmrFNU8chN+oZfFewLIsF/xqrmdsMdbzy0MdRZBei+P3WyUuio+E5eF0tFDKLNRa7Tv9+MpO2UxHz7qA4cRuzWiUQ3kllatamXxVFXMdeIf3xRSzLItF5kP4/3s3Nf3mW6dAurBNPkV4sMfxMhFivm72vtmBZFp/+iyne/X/d5qt/O8v1T1a4fmqV3/6Ptzn6J+3Irs0MhGlYWK++gvMf/Sne//I/xKzqmOUqgqrgPfEUpRujpFM360R2LcsiPXaBNsewTbJi6HWORbowx3ziAj3l5qW/WyEIAj3lbhbWLtYcClFWa3OM4glgalUc/ija2iqO1g60hWWMgj12WaaFoNrPNj+TxtcbQhAFfv5/30G5YNA65MUdVPjP/6dD/Pn/coidz8XwBFXad/hssb0hL4pTYiBlB3u6Xx9m5t1bdSyBlqZTLQQBcPT31ohgPIM7yV27WLNJ3PEeKulNp8kX7mHZ0UgaY1o6svAH3rfxBA+MJ85GEzgVf4NHLwibZVQOVwCjYg8WGXEZNdpi611gU4QCteyGoMjr+wt4Dg6y+q8/JPE3X5D89WnkkA/n0ZfwvvpH6ILNb29ZFsWLVxEdDmSPPVlWk2skv/yE9qEXCNGoim1oFbRiDr1SQitkMbW7G8ZqNEbqq0/QUpvN64IsE/ANIvs2y1/KN8eojE8SjIwQ2/MC8SNv0Hr8p8SPvIFHr1f3rq6tkvjkPby79tE58AJR1yCyo1F4rpxaZumb36KV8uQXJ+jwbN9rcjfoWpkla5KxmfdZKo9i6lVaDr1M65HXadn/AuHhI3X0nIIoERw8wGzqPNOJM9sfuIlx5VaDFMO/H0aqIAjE037aIweYWPyMQjlRt27IeYS1xas1bYvu0FO1UoB4/BC5q5ds+sSjBymetyc4LZFFCmwacemho5hVg9TNxolKdiv4ekIM/Nk+MrfX6hwO3/FdFK5MYuTyeA7vxzKMWhROCUVJFWz2FFFRie17jqnlzZIARfXQ0nWYGWGcZthgFPuh6U+/TyTCZQSEhvIpgHkmCLUM1y3TtTKJq18QP/J6U2pbgLS6RnFqHP+BpwgdO0nw6WeJvfpTYq/+FGdXL0uL36B6gw1OiqQ6sQydJWt71jx/pBd/qId5aftt7geCINDX+iytIXtssSyL2dVvUWQXvuXvr1E83WKh6SV64ydQ5Ifve9H0ArL0aH0zDwq3M9zAPGSXUvWTS63T1zp9WIaBXikiiBK+PQfIXTlvz3WH95N5+0ObnMTpxL27h8zHFwGYFgcQXn+V0X99AdOwKBx9hvHQPhLTRaYvZXj7v79NfNBL4B+9Rmn/YSakPpxeidB/+hqT0QN11yTKIlZVR5BEREUmd/oG/md2IwgCktdD4LUXKF2+btPSK7aTUk4t4whEUVR3vVgv9ruylLzCkLYTWbi/XhlZUAl6ukjlbRIEX6iLbNJ+hwVRxDJ1BEnaNOoP7qV8w84g6+k8ctCe57VCFUfQLkmbih1g1wsxpi+m7XvtklAczeegI79o58Lbdnms4lHp/fkurN+8WytttUwT1WcHauyeUntcltwelFCk5mAongDV/GavqjfQTjG7xJ0wLQMegiL4Cf6w8eSNaQLD0hsiSaZp3EGrak+mIbELPZdFSyVra6SgHz3TmH4U2/bjfvEnqLuP43npZxAaQXRuTiJGvkDm1+9jGWaNPraaXCPzzRd0jbyG4t50BIxKidTtC8x/9StWL31KeuwCa9e/Jj1xiZXLnzL/1a9I3T6P3kQpNR45QGv3cbIXz5K/eXXbOubY3hdpf/nP7nqvzEqZzHovSNeu1wnqjaKAlmmQnb3Fwte/Jj8/Rk/8GXoChxlsfwlZvX9NDMs0WLKmuT37AVMrX6KXCrQd+wnR3ScI9O5umkXZCk+8B1/nMI5A9K7b3Qmvq6U+Tf57AM9iiUF9Jwtrl+qYZ0RBJN7zFMvrNImSpNgquJkEkupEdDrRsxl8jh6qcwv2RLb7RM2QAJsvvpotE961fVmTIAgM/6ODFJfzuL/9zG5OFwXCP32a6iXbifAeP0L+q28wigWcHV0IokSiaE/Sqi+MpDhqQlpgq99q2zQ6Zwrz+NytPzj96feFQpuTZG6SjmijyutqII9l2fTBW7FQvE5o6BCyo/GbzDjWmLv9EflrF4k890ot47oVngE7Urw4f7rpNcUPv0o5uch85WbT9dVylmxyim4evLcB7PLXTGGeZG6KfDlBOj/DauY2E4ufoSpe2rOR7+35W5bFavom7ZH9j3xOpxrAMKvrjGLfD1xqiGKlsbfPmxYw9M3soa97J7kNqmypGy2TQksn8bv7cB/eR+Ydm21O6j6MIEsk3z6DZVrIIS/SL37C/CfjzLw3iqmZRP+Lt6gcPkLwH75Kas/TCJKIu9VuLl8eeArZWd9TUVotUEmVkCObFQGV2VUsv+1E65ks6bc/wPfis+i5bF0gTVgnF5EkpY55sqrncTnCdSKg94NQSiVbsAMjbaU4mdUxu1ejEqaSXieMkWUwTdSMUgtq6YnM5vVveU0sy+LmZ6sMnWhkiLsT7oBiM31V7N/h7w0R2d9GeMoWj/U9tcOmA7YsJI8bTBOjZAeT1EiMnGI/Z9nlRS9tjp+CKDXts/I6Y+Sac038YcD8Ef79DuCJs9EEulFuiCSJolhXm7wxgQiCQHvfs6TPflUz2uVoBD3RnPJWVNU6tqkNlG7eJvv+KTwnniLcaYvflednyXz7JR0jr9Wa8PRKkbUbp1m5+AmqL8Rw75sMdrxMX+wZBlqfpy96gsH2lxjufQvVF2b18qcsn/uQcmq5zqlQ3H46d76GUSqSOfv1AzVOmtUq+ZtXSX72IckvPkaNttC18/UG1hq9UiJx/WsWTr+NZegMdr1Gb+QYquPhaGQnV79CL2WJ7X+e1iOvERzYj/iAzeWmriHejV2nyX0QRRlZcpBt+f3IbmxAFhT6q4MsJC5S0TZFu6JpD4ZeorquNN7u2U3i+tdYpolnaITC7Ru2oNdQP+Vrt5D8XuSwj/KU7bRU5xMEd8Zsdd+7QBAE+n+xG0ESCI7aFMBKNIDoVJGNaUS3C//LJ1k9bzecBg4fIz96o0ZaEBjYz1x6s/dDvMNw2EC5mmU5fZ14NvhI9+tesCwLzXz4/prHhVxcZnb1LL2tzzSIlFmWxcrsOVp7n65bnvTlqGRWccW67tjeZHntItmLZ/HtP0z45MtI7u1LkYJHjmNWylSyjePfBqNYfn6swYjRtTJzt08x6H7qoUrdVtI3mV391taZsQxEQURayaCsZOkotdKWCT7wMR8GlmWRihqMKtcJ+/obiEYeFgF3B7mW72+69q5UKTQJsLgdYYq5zWh3i9FOMTFPNZ+258L+50id/hwtk8Ynd+LavYPMbz/G0jSUnSdQO6Ks/e0XWKaF6FKx3noTV9TDjX/+Ldf/yTfMfTTG1K9vsHp+vqEMcyvKqSK3//IiA//B3tpcbJQqdumpLKOvpci+f4rYoVfwmi0YhTyS1zbqBUFgQ6D3ziCippdQpfsPgG3AIbrQDDuwJ4oyTk+EUn4FhztINb/FabMsKt4ygrou/itLtQzEVqe0f+0SLf0enJ77m988YRWtsOmMxo92snJ2zr7PThVHTxypaPf9OHq7yWu2YyT7A+iZ9Jbz14/Zoqw2LafL/54F357gu8cTZ6MJ7lRQBZBVN1p10yBDEGoUsbLLixptoTw7BYBX7aB843Ydh/Z2sEyT/Fff2vSxx3+K17CjjbnrlylO3qZrz1vIDhemobNy4WMSV7/EGW5jqPt14lbXtoqngiAQt7oY6nyVrvBh8gvjLHz9a3Jzo3XbtLUdRfJ4Wfv4XQpjtxooKm3hwApmtUo1uUb20lnWPn4X0eGktecE3bvfIiL31OtSFHOkRs+xfO4DPPEehnvfosOx84Edg60oF9bAMgkOHGgaeb1fqJ4A1Uxi2/WCIGI0MVi7W46ysHYRw/phKTQfN2RBoSd+gpmVep2KWOdBEnMXAbtcwtcxRGb6GkGzlWpiBUvXCcb3UlovB1B2PE3ujB3h7JAWsIz7d167Xh8meXWZbsOeDP3P7qnVeMvhEK49IyRnzyOIIu7+IVbzdmTc4Y8gSDLlgp1VNI3GjCTAxNLn9FcHv3NxtAnnOGPKTVLRH07TIdsispi8ymD7iyh3BEzmlFmuZz/FF+ys1wwyDRJXPie692Tdd2yZBtMXf4kgK4RfeA3FH7yva/AMjbCWbU7GIIgSzlCcVaVexyG9Mkq4dTcO5f57KnSjwnLqBlPLX5ErLTNYGaI1EyCWdBFZcxBW2ggpbbikx89w1QxVs8wt5RqlSor+tueJ+Psf27HdzkgDk9x3CVlQMS0D3ajPpjgUr122u15mKQgi/e3Ps3rpU/RSHtnpoXPnK6S+/hSjVCLgH8K9dxfpX/4Ws1xGbNuPa6iD1f/1I4rXprF0g0TXQaQ/+TnCH/2U6onnKex6imquwvV/+g2pGysU5rOYW9ju9JLG6L+6wNB/fIBJvRewHY30B+dx77F7J7MffUbLkdeQ1x0MPZfBW/au71+oCfRq1QKKuvnO6Wb1oWnOt4qLdpg9JJduIggigijZpc2mrZtilSuIqn0OtS1MdcF2zC3DrGUnpi9m6Bi5f/0orVzvmImyRGAgQus6Na9nfz+FK1MASOEgesIeM2VfAD2/JZshCHWsjd5ABwlfPXufJNpBnSf0t0/wIHjibDSBKMgNIlAthXCtcRZsMTq9bDsfpqFTWV7EEW+31/n8uA/sIf3Oh9tTxxZL5D4/Tfpv3kbyeevoY8vzM2ipJB0DLyJKMvnFSRZPv423Y4jB9peIm41K3PZA1zwSpDr99IafZrj3TZs29I7t4uF9tA++CJZJ4sO3Kc/btafVtVVW3v4bUmc+J/XVKYrjt1Cjcbr3/6xpT0Y1n2b5/Ees3TiNI9TCcO+bxKrxx1K6sKJP4+t5dKYaNRBFK2ZJepvTnwZbhpmTphqWS6JCyNdDNvb7V4bjWsgR8vYwlzhXWxZJuaiWs5jr3OttyiCFxUlMvYpnaIT8zas2peR6HbRlmrUJNNFxgGq2zNzHm/0TlUyZ5LVl0qOJGlXjBgRBYPgfHmTy764TGv8WOeTFvauH6sVT68c2kLy2QeAZ3ElpcgxDszMI3vZBVi278Vir5FCaZM28zhjl1u+jMdjuFVhJ32QpkKbyPdKVAmRaBObXLtLfdhLpDoPJsiwyiTF6d/+EaMf+unUzuYv4ukdQ3HcY5YKIIMl4d+y+729Yz+dQoi11/WB168sFyukVotX6Ei5vsJPM6u37UhHXjDKzq98yufQFquKho9DKQHnwvq4xEa5wW73FpGuKMXWUlVDhkY2mkpEjo68yqY7T0/I0bZF992QyelC4HWEEROa8K9+bkRcP7WIp2cigGO95qqaUDTZNqq97J6U1W5RRdnoIHjlO5qzNXudzdOM9eYzMux9jaTpCfB+uZ1/DyJdY/dcfUp6wnShBFJA8TpSon+zIMfr/dA/FpRwrZ+e4+v85zfynE5i6ydSvrtP91g6mzD4Asl9eY+2vv8A90g0tNs26a88IycmztXtVXpjDGWmnnFwiO3OddteIfa2Kq44wJJWbJph8uKCYU/VTXtfnSgerOD1hLMvE1DUEWcE9sIP89Ut4Xd1Uptbn2MUkaqtdk9T5yiBj/85mChx5IcaFtxcx7pLd2Yr9b8TJ/ftTtE1tjuHFlTwLqq11JHmcWFV73FVaW6jO22Q1giTV2SiuaAer0qa4pur0oVUbmacU2fmDkKb8GCBY1o/u73cBfzjdkg8A23PXkLZESWXJUTO8ABzBFoorswR6d6PlUsheH6JjM2Xud/dhjWjkTn2F76VN+lfLsqhMTFM8dwnvM0eJDJ2omyQLYzcpTo7RtesNBEEgvzBOcXWOoZ7XEQ2ldoxccorU8i2sOykKLWuzydmyEESJ7p2vrTMbifh7dtUcF1/nUC2FLDtcxBwjRPYOsTR/htz1SwiCSNfu1+9JsWuZBqmxi1TSq0RGniac94POnRnZR0I5vUxo+PAjH0cQBKJ7niF58xvCbS82rPdH+pi69hsMX2/d8wcIeDqZWvoSZ/txXAv5hn1/lxFLuZl2p8gU5gl4bBKCYMsQyeWbRNv3Iggivq4dFBYniXTtYGb8bXx7DmBpuv1X2Zx4BEmk+tzL5P/N39DxQj+CKJD4Fx8QanOiaybOeRf6i8/VnV/1Odj9F09z7X8+Da1lvIcGSb7zDWJxDKu8WZokiCLugWGS1WliyjAOf4Tc7C3wsq2Oit/dRra4iJ/GfqLHiXhohMmlLxnqeJlsYYEF9zyaUcIwNdoj+/Evm6SiOrLkwL/y+AptdavKjGseKa8w1PFyg6MBMK/O4Qm0Nxjkq+oyWj5FeMdT9dtPfoqezTwQraJlmqRPf07k5Te33SYzcZnwzqOIlfpvy+kJI8kOSpUUHmdjnbphaiRzU2QKtmMZD+7CXzAgATwAU9Nq5hb9bc+BZSFJKsupG4w55mkrteARA7X7Y1oGuqUhC2pD/b5lWeRbFdayE5S1LE6XH6caoN25/zvT4xEEge6Wp5hPXCAZ1YmsfbdZOgD/ssmymqai5XAom45oOOlgTZTJpWbxheyyu6jRyuT8Kdwt3Uiqk6DeQkFRKc1O4erqxUsr1uH9pP7uHRx9PTgGepF7j+DtOED2499QXUnj7IkjB72ILttRm6YfdtvZIfmYhTj2LTf++bf4ekIsBuzAU+HqFEauiOeVn2MJQm3Ksel3L2MNVrEEWw9LlGRSYxfojh1Dkjbvn7Ulk63pRZzSwwUmJFFBM0q4CFIqJPAGOykX1nAGW2zVbrGDuaXr+PcdrmkVmaUqksfOMi4GdyMJc5RWC1xr2YXDO0d6sUykq5Fo5U5Eutz85P82xNv//Sixv7CXGWUdyWdXAQiyhFFcVy4XRQRZtpvmZQWrWqkJujrDbRSWJiFoP1fF4bWDrHf4zqripWKVUHg8ZYJP8PuPJ85GExhmtWlkcGvJUps8wOjkO/g6hnAEY5hzZYxSsU5BOxAYJlWukPnNBwTefAlBlsl/+jXIEvFnfo4o19/+3I3LGLkc3XveQhBE9EqRzORVhnrfRFx3CgqZBZZnzuELdTHkPnrPCNq0OM7q3EW8wQ5c3hhtUj/xrm4WjXEWz7wD2M22kd3HEQQRUZJp737mnvdIrxTJzdykkklg6lV8ncN0efcj5Bs9DMuyMLQymbVJDL2MJKvo1RKWZSKIEt5gJ27f3TMggihTySZwBh/dYFTcfkytiqFXG1TIBUEgFN/FvDZLt9FXt86heOlrO8nk4uf0mYM4xIcv5/oxoqMQY0K7WXM22kqtXMucIhTfaU/OpomoOOqek+epA+S/OY/vmaNULYvqwhpqewRLN1C8aq1vI/5fvkHx33+M4hApHnn6zrkLoLat6LTXBp7bS/JXp3G/9FOy735MLjKDz9ENgoArI4IHjGqp1s/k8sZYmjpD1duHKtvfoWVZLKeuM6jvfKzObzN4l6rEIyMsp67THtlPyGeXdBimxsLaJRaVJJ5KlEJpFeIHWFy7Qiw4TGhVeuDsX8UskQgUKJRXEAWZFv9OfO7WptsmIxrZqSl6Rt6oW75oTpIfGyV++JW686cku8Qp+trPHsjZEESR6Ctv1QyXZtBLBUJ5H9xhK+vVEoZeweNr7mjcnv+QaGCY/soAkiDDysOVqrWGdpPMTdIa2g1Ae2Qf5WqWRHaMhcoipqkT8Q+wlh3HofrR9RIWFrHgDnSjQqWaI19ewZOPEA/twqH4vlfSAbcjjG5WabiB3wEEQaArdpS51fMMtD9ft25A2cf1uc9w++JIsorq8BLd8wxL375Hy8GXUNw+2jqPsTDxqd0wvvcQPkc3nhPt5PV5cp98gefoQdTOdjwv/RQhO0rh6hT6agbRpeI5MICjJ14bEwRBIBHdhfSTwxQUey6szK9ROD+G55Wf3VH+Z5J572N8J48jOhwUJ8dwdNjGc2joEEvzt+h1HwMgk5jAH+mH8sZvFu/6/m4HzaxQrKzRHjkAgNsXp5hbxhfcrEJYXjqHf98hACSfFzNXgDv72gQB2SnTOX+eGb9yX47G9VOryKrI4LFwUzZFsANAajyEVJ2kWo4iOh2Iqu0oqPE2ktoUEbUPo1JEdm46W6ozQKWcaXA2pCbVH0/wBHfDE2ejCRTZTVUv1EWpDLOKtKXOWRBEHMEYermAqqj4DxwhdfozIs+9WsfUEorvJeN2kf/yGzzHj2DkcsSPvtVwzvzNq+jpFO29zyEIAnopz/L5j4jtO4mYt4+XmL9EqbDGiP9ZJEuB++ij7Db6mFNmyKyOkVy6RsfAc4iSTIe0A3p3ALCg3Wbt2tdE9zyD1cC61Yjc/Bi5mRsEBw7Q7hxpMNjBNvKya5OkV0axLBNJceILdRPMOjBMDUVuQRBETFNneW2S1bkLtPc/g+psXqca2XWM9PhF8nO3iew+8cgTvKetjxVhljYGGtbJiqO+P2cLVNlNb+sJJpe+ojN25JEE935skAUVRXZRrmZxqn4EQSDStovU0g2iHfswDQ3ZbWe5ZF+AysoS3nAXqym7h0LdfZzcN2eI/OIEgihibunbkJ0K0R437oBC2rcZDeteusC4bzeKx36HWk/0sPzrt7HeXDeMJVtrxPfySbLvfYLv6W7MagVxvbZflFVM3c6qCIKAP9xNOZ+pORsVLYfLEUQ2vnvjzLJMOzPkrS9zlESFrtiR2v/Z4hLp/Aw98adJZMZYc6QJ+/rwrFRxSt4tx7NqvwvAtEwS4SKp3DSK7CLiGqA1vOeuzDmJYIHliW/pHH6x7pvRqyVyizdpO/pWg7qyWSqihKP29g/xnZXnplHXS0rvhOhwomulup4RgFIhgSfYAU3sl1R+hqh/iFjS9cgOY7maadDfcKp+OqO2EWiYOivpG/S1nay9Q7pRYTUziip7CHo7aQ3vach6fl+wMB+YKelR4FrIYSq6HRjacl5RlAlEB8in5whE7exDpBjC2nWMzOQVortPIMoKHUMvs7x8luzlc/j2HkKUZfxyD96j7SSufELp8g2UzjYcA7049u3CAeipDOWpq2Q+vYxrRxeeA/0kf3UaQRYxciV8x0Zw7+wid/oGrhP1zGiWZZH97Sc4hwfswASgZVKE1sVnnaE4yZvfwLpPm0tNs9NzolZQ7lD8lMv5B+7zSUcMwsKmLk0hu4jH14ooOzAK9hyhZ9M4Wu1AjqlpNX2NrTA1A1GVcAcU8snqfTk+voiK6pIYP5OkZ1+ADfUh1e+gnMyhhO3fIjoVLMOEO753d98Qhds3oKsPo1LCW3DC+udpWUbTvlDNKKEI999T8nuFH5uQ3o/pWu6CJ85GE3hdMfLlRJ2zoeklZKU+kr3VMA/qLeh9Q6S/+YLQ8fooUMA3yJq8Svpv3sG5q57bHiB37SJGsVhzNEy9yvIFW1grnPPZDDIzZ7GwGHY+VTf4mJaBZZmIgtx0UBIEkS69FxRY9K8wc/MDOodfqnMQ2pUhpoQkC1//utb47u/eiaetH1OrUMkkKK3OIcoq1VwS2eVlqPt1BENqeIMqpTSVUpq1hat4g50Me57ezBKVgSaBGi8xUn0G82Of0tL9FB5/Y4Q2nPMRbjnJbP4y2alrBPoeTp9jA65IB6mxC9DS6GxUimlk2QnblKQ6FB8D7S8wufQF0egQ4cTvz2cU8Q2QzE3RHtkHQGuxhevZT4l27LOb56v2xBlvO8Li9c8IHnsezHUWtmCActaugbd0A71Y35uxNlNkfKlCl31o4uNn+eqXC/QeyqG/YJdVRQ+0o5c0qtfPkPAPIIftCU10qCBL6PnculiY/d1JTg9GeVPcz7IshC0WaUXLoyrfT4PwhHOCgLuTkPfuYmB+dyv+9SxER/QgFS1HrrjMvHsJyzIxTB1JlNcj2CAgrtv8AkG6Gex4+b4MzrVwmeXJb+ne+VpDQGA2e4HQ4MEGR2N+6nNc3b0YxYdXCK4sLWBpGkaw0kBHrbi8ZLwFnOamMKllGusN4rvgjlYq0zJZy44zpD16ZsqyLBLZcYY6Xtp2G0mUaQvvrVsmS46GZT8UTMuse7+/D7gdYXKlldo7u4GWUpjJzFX8kb7a3BMpRVjLnCG/MI6nzTa+4/EjrCQvk3jvV1iWibt/GO+O3bQceg29kKdgLJL97cc4R4Zw7hxCDgUg9AzKiIUx8S0r/+J9wn90HEPuxTIM8h//huK1KayKjuSrdxxLF6+itLUQCGzOs3oqidy32e8nu31UShkcrkB92TH2t5lWsrgyPBCyxQW6YnYpomVZFLPLxLufAiyM8vq3JIr22CVJWJVqjfbeMkwEyc6oaJkyoiwy6txL61CW0S/X2PHs3anau/YG0MoGZ/56nsg/fr3WiBs90E5x7gq58AkAKjOryMPHkCQJs7TJMGWZZm0csLAoBAw2LJ9KKY3D2VgaWK7mcIoPL8b7BH94+P2xkh4jHCslMsF6QykVqODYMkECWIZeF1WJOgeYrYyhF/I1Qb4NRAaP04w+vjB2Cz2bqc9oXPiY8I4jhHM+DL3K7OhH+ELddGrddTXFS8mr5ErLKJITw9y4XpsRw+eKEwvurCuzaiu1oHR5mL7xW0ItOwi2DNeO1xt+GiOg1XjHF8o3WD73IZKiogaitDqHMU0NpWVHHXvHBqrlLIuTp5FkB05PmGHPMRTLed8UBKGEhN/3LLcXzlLILBBbp/+9E52ePYxOvYO/9/6bVptha/lNw7W07mT6+ruEnR5cjmDTbWTJwUD7i8ysnCHnFmnNR1EEx/cadfwu4FwqsObezOoIglAz7FvlAcamP8DbPoDscGHpOpLTiehyoi2vosRjyCEfeiqPb/Qcwbd21B2791AIl19mDoiPf8vUhQx7X21BlEU22okty2L13DzCm6/j9DrJfXkNub+A5PXgeeogyQvfEIiPkFlZxEVjD4LqCpCRy/jWPweXI0gqNwUEv5P7tYGCkUGWnA/FQORQfDgCPqKBQTS9bPeHWTqiID10WcdaqMTixGm6d77a4Ghs6Fy4oo0CofG2I8xdeo/Ii280rLtfBI4cp7I4z/yNj2u9ZxsoLM8w5BipZWW1aoG526cIx0eIZRudwrnVc8QCw0hrjzZVldo9uBYK9BvDLKdu0N1y9JGO9yhIRjSSS9dxuAKYhk6n0dgfth18rhYWk1eJ0vMdX+Um4tkQE+Ur+Fz1pa4OxYfbEWdh/AvaB55d7wsUGOp+nbn8VbJn3iay6zgOf4R4ZD9E9mNZJtOXfo1nYAeCLCN7vAQYwn+8n9TiZVJ/8zZyJITnsE1iILTsIvCnR2sJL0GS8Lz8M8xiCcnrwcjmEX0ee+5MJKlMzRI//tPaNZZmp5DcnrrSIG/7ACupSbo4gC/UzZKyQnvZdqQCng6W5q7hiPruu7zRsPT1bL09n5iWjqy6EARhPQi+rizucGFWyjXqaMuy8OzrI/vVdQIn99BVHmW1O4go2x9H/vAxZv7Fe/QcDHLqn03xwp/3bkuFe/HdJfa/EWdhvcRs7eoS8x+P0/8ne8ixIbzq3rRXtgYsS0XE9fJvX+cwi6ffxuobsHs43BFKhQRm4M6MmtU04/EET7AdnrwtTSAgNDA2KQ4PlUKybpmkutDL9RFA3+4DZC+eva/zlOdnKc/P0N5rU05ahrFeOvUcsWocw9CYufUBLZ2H6NI36WUL5QS35z/CqQbZoe1moDLIsDay/reLYW0XLkeY8YVPSOam6thLomkPuwIvYBhVpq+/i65tRjg2muZEUabTvZehrlfpb32eTtdunJ4wbl+8wdEwDZ3k0g3mbn9Kn7qXYedhuo2+h1LMlUSFHe5jSLLKwvhnTVlXBEHE09ZPZuLyAx9/KxRPgFJiHkNvTF+IokzH4AvMWuOM641sLLXtBJHe+HGC3m4WPMuMKtdZ8K/9TlMCKoKjxhe/AUGQMA3drs32BtGLNlXixu8MdOylfNtW91biIfTVDJJDppqrLzFbGznKXMchTM3g6kerPP+Pexj7JsVS94HNjTYy1KJtuARePoh202a+UWIRzEIRyevDKDQvc7vz2xUQsb4H1SOhs62pxseDQpGdtvqxqNQm8wdxNNZCZW5XLpCYv0z3zlcaypUsyyK/ME50z7N1y/VSnkRpjET2Jr69B5GcD/79bkAQBJztnVi6BncQWAiiVEeBnUvOEGrZQVupsRcrmZtCFEQia4/O7LTBcqUKTnTj+yl9TIarzEiTzDvmuVn4mmuZU0yaN1gY/5xQy/B68+0kxgOI9TkUH1Ut/73WyyuiSsDTyVp2vGFdt9mPwxUgsbA5HouSTLfvAH2tz5G+fYHkzW9r6wRBxL/vMIlPfsvqe78ic/4MRqmEIEmEOw/S+uwf4dozQvaDT8md+ors+6co3bxtZ0tNk/LYJEYyjeT1oC2vkv7Ne2Te/oD8mfPkTn1J7OBm/5FlGOSuXaK181jdNRdXZpE9drQ+2DJMemW07voG21+iVEkx4Zy4633WzSprkQq35Rs1tXqAWXGi1ji/qN3GFbGdekvXGsUww7uoztmif3dOG6Is0bXHz6/+21u0DXs5/6tNlqh8sspXfzmDaViYhsXyWJ75rkO19UtfzSD/6c+ZVYcAqC4lcfQ0F1k1K6Xa9y5KMqLiqI2hgiCgOv0Yd3wzoij/3tHA3zc2yqh+TH+/A3jibDSBblUbRP1iGS+VUhrT2PzAXLFOSon5uu2CRhyrWrlrGYJlWRTGR8nfvErH4Is1oyJ56xsCfbsJ5+wI3+LEV8Q6DhDN2Aa+aRnMrHzDSvoWA9UhImvKNqVTAqGEyLC+i4qWY2zh47oJVhREuo0+4j1PMXf7EwxDazjG/UCrFpi6/i6CKLLL/xxOtXm5imHq5EurpHLTpAtzFMoJytXMNs6EQJfei8vbwvxYc4ejwzGCVsiQGrv4UNcNIKlOAr27WTYnm65XnT46h56nWspsyRo1h9/dRm/8BMMdryJLDqbc07+zDocdjau/docrSKVkC1MpHj9aMbu+rYhlmijBMEbSXi95Xei5Ivl9J1g9O0c1u/nedS9eoJqt4Dn7NXtejrFwM0fbsLfWrwF2k3j/L3bhOPO5fe6OCNpKevNiRBFT0+oic5Zp1K65Ws4SyGz2ZxQra7gd91bhfVS4F4uUtebv9PcBy7KYtG6ytniFcNsIXTtebij7TDgTTKe+sfVJ7hg35sdOUVleJHP2q1pd+aOgsrSA7PPXRT+bZWgEQWw6htkK3LfoyG+vQv8g8CzaDnTRzOJuwnb1OKAZZW6VvmFMu8SUdYvFya9QHfaY2DH4HL27f4LLG6Wt7zgubwx/uBfD0BgrneNK6iOmuHVf5wn5eklGHm7Mfli0pH2sZceb0qt3GX1UimkS85frhWMdHgbaXwRBYOXSpzUl7bDYSc/en9K972c42jpIfv4hxSnbkREEAa/ZQuuzf0T86beIH/8pRiZH6n//Fem/fQcjkyX36VdkP/iU/OenaX3253iePozX2U78+E+RXJvvfO76Zdz9Q3XObSm5hKlrtIk2+Yckq6iuAKv+Ta0JWVJpj+wn4u/ntnKrQajTskyWAmnG1dvoRpXBjpfwue33dMG5TLWUJRgbxjA0cvO3CQ7ux9AqmJUyomNr36eAbM0ir/dUzLmGKScK5GbStW3yh47xzD/oovj0M2RXqxQz9nP/5P87icun8M1fz3P+1wt07Q3Uf0eWBfKWb6+iUc1vmZ+30N2auo4zs3mPLNOoEdIAmIbWoF/kVPyUzN8vRsYn+G7xpIyqCSQkzCYGpsMdolrJ4XTb5VTRSozxJjzklmVRWZoHQcTZ2Y2obBpT1dVl0udO42zvpGvk9VqtZCkxj6FVaBXsQbCQWUAQRFpym/WSMytn8Lvb7UjffbiJoiDRno1QaOtgfOFUXdMj2FoKRvs+Zm99iCw7iXYeqP227WCaBpnVMbJrkyAItA88S3hNaXo9pUqapdRVdKOCxxlFkd1YhkGhnMAwqhQrSWKB4aalJ51aF/N+gbnRj+kYfA5xC1WhIAj0Rk8wufol+cUJvG0PKZ5lWQjS3RuHJcWFYWpN6UTvhCAIxALDCIjc0q6hyh6cqh9ZdNCSfjjV9B8Ciuy0hS3lDZanKKV8Apc3hiDKWOsUs0okSjWxghqLY633behSB/rSWQRJJLizhcJiFtVvayrMtB1EBZbHC+x5Jc7yeB5ZFRtaY5wxT03cyuaC3/JyGQZKMISezaCXC8hOD85IG6vyAi1Gh91ztCWaXq5mcSYq3zl5TzYu48wGHigL8biQCBZYnv4Wf6SXePeRhvWWZTG19nWtF8sRiN6x3q7ZDj79LO7e/gaWvAeFZVlkL5+ja+T1uuVGpYh0hzaPwxUkl54Fod6pKFaSeJxRxMLjjYcVIwouNfhIx7AsC80o2cJmWCwpi2BZFPPLxHuOIskOtGqBaMe+unELbGrtrRjY9wtEyaaRrRRTdyaCmsIheyhV09S6eL8HiIJILLiD2dVzdMWO1L3ngiAw5DjEjDXO/O1TtPYdr8uodfsPkmhJkJ68jCPYQrBvb22/MJ2E9rQxd/tjStMTWLqG2tKGd3gE0eFEkCQivU9h9Wye02rbj1EsIHl9686JE+5o8yvNTqFn03T0v1C33KgUGxgNW7oOM3PzfSL+5+qM6oCnA0V2M712qZbhEAUJ3agQFvsZ6qhncVvxpcktT9XIGNYcCdwxW3h3ceoL/Ae20Euv75f96hqhN4/W7ofx6qtM/t077P2/nLB1RxwyM60HAdj9Uozrp1YZPhHBH3NQfuZZ5FOfEYg7WR1+qqGTp44QIlNAWs+w6GsppOCmXSHKMuWAjpeNbPWdL6HV0CcU9HaRsqbxFoI8wRPcD544G00gCQq6mWtYLohSHSe3KMk1FfGtcPcNYJSKCLLC2se/JfrKT+ymMMsic+40XbvfaGicTI1dYGBL4+La4jUGHAdr/xfKCQSEhyop8CyW6Wk/zuTi5wy0v1jXx9GSC9DiO0m5mmVy6gyB2CDBWGNzSbmYopRfJbV8i2BscLPx+w7tLsuySOWnSWYnkCQH7YUWm2Gnznfzr2/bzmxlidTCNLHADgKeegabjmonSzEXi5Nf0zFYr8sgCAJ90eOMTv4W1RdG9QYf+L5Ypomo3N0K9QY7mM2PM8D9N4hGA4NEA4NU9SIVLc9adoxMzEtg9YEv8QeBqnip6oWasxFIKyzJtuq6qKiY64J6kseLUVpvzl6PaEoBP+W0HfFSPEpDkziAN6yyMlkgtVDGHVAo3rFelCWMsm77r7qJoGwZpkQ7Eu4Z3kWyMkWLczfOYAvVXArcHUiSSiEiE1ivDrR48H6Hh4FNp/popAUPAsuyKJRXyYUtktM3mjaBb2BFnENUHER2Nu9TSBqzqDG7Hv9+shqWYVCQVvHeaeGtozwziaOltS7IAhvORn22JZucwumJ1qhHwWZ/Wli7aNOIFh5vyVNFy92zgf9usCyLCf0KmlZEVlwICHh9nYiSii/cjdtnG7IO1/3pbWw8M4czQGL+Eob/3v0bTkeQlcwtWr/jPqQ7EVlTKftUEpnbxIL1RCeCINBjDbLammfm5vv0jLxR9z5Gy1Ei8eeZTp5h4fTbSKqTyO4TyA4XgijROfwyRrWMJDtIWnOsnXofQZKRgyF8I3uRtvRACpKE7NueCcnUquSuXaJn308bvn2HP0ri6hdYXUO1dbLiJNq+j/HUZQbV+l5BtyPEQPsLtf8NU0MQpIbePE0vszJ7nt5db9pEGnqF1OQ5Wg7Yc7pRLuFosb+XrdkfSzOQ/ZsOuORyILoVTM1ActS/B7PtB1l7+11Wxgs89SftjAH6C8+RoJ47wdSN+nPoBuWJRXzDdjmZkS8gBTazHIIkY1TsD/BO6lt7A7FBz8vtiLCwdgn4A2wS/7GVLv2YruUueFJG1QR23XfjA9SrJWS1PjJnGY11i1HXEPHwflr8u3AP7iR/6xoA5dkpnJ3dDY5GJbuG4vYjyfZyyzIx9Epd38Ni8grthYcvKXAt5OmMHWZ6+eum652qn53eE1SKKaZvvEellAZAq+SZuv4uycVrCMAO33E6ta6mkX7Lspha/pJKNUt/dZD+cl8dleedEASR7kI7/ZUBkrlJVjO3G7ZpLUQQRZlccqZxf1Gir/15Vi9/RjWXbFh/L8huH9Vcc6XjDQRjg3ba3J144OOrshufq4XO6BEWk1d+d2pcLYut05f9PdiRPV/OiVGx3QOzUkZyOBuinBuDn6mZiHLjEGO+8CzXPlrhi389zcpgYyR+Yx/LMBEUCUtrvG+yP4CRtwMCWjGH4llnrZJVTGMzV+JUfJSj30ME2LIQhPvgon4E6EaVGXGCm4WvuJb5hFXHGlqlcFdHwzIN0hOXCA0caLo+40ySPvMFrt5GVrbtUFlZZO3f/PW267OXztISO9iw3KiWEbdcZ6WUQavkaS/Xj2uTS1/SHtn/ndBKG0YVSXzwgM23c3+FblQY0y7icIfo3vEK7f3P0NZ/Al+oG4+/Fbfv4cdnhztIS9dhLq++w5Xk+1S07UtU7Oy08IMoOLdlI6Ty09uuj2W8xDoPsjj5dcMcKggCvZFjDPe8QXBgH6uXTjH/5S8pp1YQBBHZYTcwR+Qeevb/nK7db+Lq7CF97jQr7/wty2//NcXpiW3PbRQLpL7+lMy3X+Hbvb8phbvi8eOKdbJQrS9Z80d6cbhDTOhX7loKKYlKnaNhWRZj2iXGKxdo6ztey2RNLn1OZOQYittnsz3d0ZAtebbXz0hcXOTc/+MTMmP1c5MgCOx9Pc7e11oYC+zbdv/k1WWCw7Ha/+XJJdwj3bWgjRKPoq9sHnvr9RnlItIdzoZNUmHesez7z+A+we82njgbTaBZ1aYNzoJAQ4bRGWqhuDq37bEizn5KM5Po+RzFiVHC7sasQerWWQJ9m5HzfHoeb3AzwljR8kiigio+mtHkXaoiSQqlSrrpekEQ6RNHiPccZXXuIlPX3mHu9ina+o4zqB6gvdKOIjW/BsuyWEpdw+0I056L2sJb9wlJkOkr9ZIpzFGspBrW90q7WJ2/WCvf2QrV4aWv/fm6JsT7hSvaQWltEa16d5rP1p6nSSxcfugGYLsG+ADTrkaH6ceIql6sK7czTK2pMStI0uYz2Shx2EIluSh1UVquN5pKiQL9mauILx5HcUr0py7TtXiBnpWLddv5+0K0pa8DIPncGNn649hZRnsCNLUq3rT9vjmcfqrlTd5KRXaj6XfmTh4/7Mn3u2tEtyyL8coFZNVNx9CL9O35GfGep4h27NvW0QCYTn1LoG9vQ5ZhA+kzX2DkcxRuXb/va5Hcdy8JdMTbyToanf/c3Chxubf2v66VcLjDddvoRgVRkPAuff+G9HawLAvT0JgVJ5EkB+HWke/kPN5gB/37/ohI+14S3rtzr1qWjvQ9CPvdCVEQUWQXFW37MTOeD+H2x5m69jb59FxT4z1SDDPU9RoDXa+wdv1rKtnGoI8gCIRop2v4FXoP/THde39C4dY19C3kEEaxQOr056S/+ZK1zz7E2dWLoDoIy9uzdQV6d5OfH2u4rmj7XlRXkFulMyx7U/cc73Wjwrh2CdXpp3vnq7i8toG/LM4he/w4Q7bzmTRna7ozOW2WlbPvI244G00qI3z/yc9xRt242xp7IBd7DjPXcahhee1+VA0WPpskM7xZsmWWKjUlcbCDOMibjlhpdoqgZGsD3ZnBADD1RpHjJ3iCB8WTMqomKMUcOJp8XKorSLm4huLY9PwFWW1qBG9AlGS8O3aRvXQWR2sHirt+ANEKWURFJZxfLy0yDRLzlxjyHK09nYW1S7QER+AxRPraCy1MVs/QEz+OU22eig6vKYSdRzZLgu8R1C9V0swlzuFxRolnQg/Fhy8IAr3lXsZXvqG75ek6yllJlIm272Vh4kvaB0420p06vKj+MOnxiwS3ieA2g5ZPNc1M3QlRkgm37mauOk23ef8R4K3wueMsNunv+THCbhLfnARlyYFWtQ121RWgkrTZW+ySqvUyKcPAMgybS17TsSwLR3eM9K++pfOVTQd75cwsox/eomPXIq/+n/qZ+DZFYrqI0yfj/4eb1xAaaSFxeQki4N7dQ3XxCpL/OJLPS54l3J4wWjoJXaD6gqyll/DQjsMVpJhbqVE1OlU/hfIa8HgajbeD2xEhW1wiFmhOkvAg0PQSyUCJUiFBtZzF0CuYhoY31NW0xPFOWJbJTPocpqGhl/JE9zyz7XZYFsFjJ5H9wfu+PiUQpPvv/8X26yMx9FwGXJu18eWUrUq+VbRTK2ftsXTLsKYbFbt87zvyNbyuGKn8NLHA0F230/QSkqiQiugsTHxJtH0fTncYf6T3u7mwdSiqZ90I3n4QtfsHhB8suhwP7mJq+Uv64s+gKo006ACd1U5avTGmU6Oszl0k1nkAQZRxOAPI6qbhKytO+jpeYG7yAnopjzvWha9rB5LaGNSSVCee4V1kL3xTK9+UnC48w7vAsnD1DhAyW6Hz7rTAgijhbR9goXKTDme94xhp24XHHyeXnuNG7hKipKA6fDg8YZssRK+iVXIgCIiiRDA2XPdOLAuzZCavET/8CmCzNeavXSL83KsA6Mk0rj07ce603z85FiR/fgzvoc3vWnSqeNr9dcQZ94Je1kicX2D1/Dw9b+1kYV0w0DJMChcncB57qWbsla7cwNFjs2WZmoalVWt2ieoJkkyvwJYqQKsJza1lmU3JAv4gYPLImj+PFb8jj+GJs9EElWqWcJOm5VgpzGJ1Dl9os+a3vLZAaLCxZGAroq4hGGic3ExDZ+3G13ZWY31yTa3eJhDtR9XsyIdpmVT1wmMrKXCIbvq1IcaXv2S48/VH1oXIFhZYSd+kp9KLQ3s0hV9FdDCgDTO2cprhjlfqmvVaizFKSoLs2mRNsXYrunwHmVz5gmJiHncT/YA7kV8YJzN1jcHuVxtK45ohEO1n6trbVNytOLaZYO8FyzIwLP2Bsj4/BJxqYF1p2f6dDsVHNWtHWlWHF6NiM/sIioq1LvKndLahLS6jdrbX6G+VliAG9kQoO23nPTgSo3xa5tl/2I2/xcHFd5c49vc7kVWR0S3X4Ai7qazZBoVzqIPsV9dRdoDn6UPkTn2J96k3kVxutGIOd7yX7OwtKmoahyuIP9zDqitNvBBGEhWcaoBCJY1HCn4n98u0DDSjRKGcuKcRe/fjmEwaV9EqedzlNjz+NkLxnUiyo44d5l6YSnyNM9yK4gk2Um2uw6iWmfjyfwPDIHDkOGq0kXr2bhC2aSK3LIvK4hyxln2wpT1j7fppBrpeqdu2mFuhk37YYlPJkhPdKPNdIZbyclO6fM/ndCv3FQgiZC16Rl5voBB+EDyoTkqllMYbaK9zwrZC08sUKymuyxfZZR546Ot6WHiWyvS0H2Ni6XP6256ry4JuhSw5GGAvmrfMXGYSQRRJLl3H1Ku0D5ysBe1Uh5f+lpOYpsGKOMfqpU8xDQ3Z5cMRiCKpLjxttnBg1DkAg3cEfDaC8fdpdJm6hjPcytqNM6yNtBIp1pOiOD0RnJ4IsY79mIZOtZKjXEgSiA4gKU4UxdVQomVZFrP5S2iFNG1PvVH77ubHPsG352CNJcsjt5Jdu117HxwHXyD/zl/j3t2D6LDHSCUepPhZjvlPJ4g/3VUbO7eDZVmM/puLRPbE4Y3XWFjvATGrOom/OoXv2E6sgO3kG4Ui2vIq4V4786GtraLGNgMxoqLaPRx6dTNjalkN73CxksLlCMHvSGXwE/zweFJG1QQuR5BSk3IeUZAbvHlHIEYlvfJQ51m58DH+nl3EqluirpaJN7X5UYuCiPCYH5MqOgl6e8gUti//uh9slE71VfpxiM0F8h4Uiugg5O0h3eTauhkktdKcHlIQBLpCh8iMX2p4RlqhXpa4kl4lvzDOcM8b9+VobBy/tfcYM+bovTfeBh3Rg9yWb1Bqfzhn5fuCKEg1XQKwmYGcnk260I2J1lP01CKMotuNWV53PCJ+9FQebS2L7FbqJktBFNnzahxPSOUv/+srODwypZzOqLe+AV/xqGgF2wM3ciXkgH3PJK8Hq2pnU5wd3aSNOQRBIDJyjLnMJQBc3hilwmY6LujtJBv67proZtxzKLKbgbYXHvoYVb3IjdznuH2tdO98jWj7XjyBNhTV/UCOhmFoaIUMvs5hnKEWHP7mNK+irKBGYgSOHH+grMa9kLt8DiUUwRGI1S2X3V6447usVnI47lB3L1bWHpkt6m5Ix0yCns67brPBPNQ+8Cytvcfuy9GwS602GdTmyzdYkRaYyV3kxuhfsyzM3vc1Rtv3sjJ7fluNB4fiYX//36sj+vi+4VrI09NyjJmVM/eke1YkJ33iCL3sYIfrKK29x5gd/ZjEwhVW5y/VtI5EUaKVHgY7X2G4503avbvx5Z1o+RRL37xLJZN4LNTS+fkxZk/9FfGDL5G4+iV6tbTttqIk43SHCMYGcHmjqA5vnaOxqi5TKWUYX/wESXXScuClmqORKI4i+wM4O7pq2xeqCyixTTY4QRAQZBlBleuWSX/6cxSvys1/eY6Jv7uGXt4k2rBMi8zYGjf/5Tmu/S9nuPw/fkloR4xk35Fas7llWSR/+RX+Z/dgBXbW9i1evIprz86a4yCoDszqZhrRsixMrVpXmun0RChW6svcXI4QxfLvtqbUE3y/+HGHWH8g6EYVh9JYl2yYFSS1foCPyT2srszgDDdnZrkbLEOnRa9nYCrmVoiqO7bZ4/HBlahQiT1cQ6tlWSSyY+RLK4R8vcipxzvpxdIebss3cDsiddod96obVVQPnrZ+Fs+8S3T3CVSfHbHaqFe3LIvS6iyF5emHUj91eaMYRoVkuEI46bj3DnfA62qhr+0kk4ufM2zt/tGqjedLK3TGtjL2WA0UnrAuUrUe4TaLJeSwfb/Nqo7gUBAdClqugqlvNoq7W72sflrgxqlV+p8KIQgCl99bJvgPqnVlA8WlHLJLwdB0RJeKnspjVtdF4tYnSiUUpnD7JvhA9QYxq3ZE3OWLszxzFiswaItAOqOsZkaBu9M6PyyqepEe/8OV14FtAM/dPk3HwHM43MGHPs6qukzy5reEt2Gd2oBlGMyNfohncCfu/ofPxDQ/uIXUhCnIqJQQtxjHGwbm1mipZVksJq/QXx38zsJgoiDdlV3Wsixu5L4g3LbnnjTgWzGbu0hhaYJA717yC2M4AjG0QgbJ4abrub/H0rfvUXBMYWhlJNVFV+AAiqN574usuAi37mamPEYvd5sLfthaDvdikUCog6nlr+iJH0O8T4KE0JpMwH+SZTWJZRnM3HyfaMd+XN5onTaM0x3C6Q7hB6pKlvmZq+jFHJZl4e/egeRwo3iDyI77CxhtQHI4kRwuJIeL6N5nGb/yEc5IGw5/mDi9d81CadUClVIGLIuV6gSCIJIzTXydw3jim+VbGWeKwpVRoi+/BdhkGoKiYukGgvOOuUNsLIkTJJFyoojsUggOR7n+T76h9ZkeEhcXsXQTT7sf7dnnkf1uFMsifcf+xcuTKC1BzC09otrqGkYmS2RgU+SwsjiHGtkMDFTSKw3U2IrqQS/fIeoniLgcQapaCYfwYPf/dx2CZSH8iJysH9O13A0/TmvnB0auuIjP3eg8ZIIGirM+EufyRqms1yM/KJrVPGqVfIM43ndRmisLKoXyw0WKCuUEueIisXyAltTjj9JLgkxXtZvl1NWGdQ5XkPRqo5LtBtqVIXrjJ1i98hm5+TF7wl+v/9VLOZYvfExhaZLC8jSL2wj63Q3Rtr3bZlfuB6rspiW4k3nvw70z3wc0o4wibU76kujA0BpLW4q+MuLGvV1LIkds40xbTqG0BJG8LkI7W0jf2uT8lZ0Kqkti7nqWUkanpd9D66CH8M1zdcfOz2ZIXF7EffYLREXGe3QHxtRZzFwBs1AktXARyeNFz6Rr+2x8T6Io4Q12serPrl+/gmFUKbU/ej/FnTAfsXY5FdGZu32K9oGTj+RoWJbJ6uXPaX3qdVyR7ekoLcskrayiZVIY5e0jug8LJRShslgvdGqrPxt14mqVUgqXp96oqWh5nIr/kYkw7obACuRL2397hXIClydGMHZ/zmO1nGWhOoqWT9N+/OeYhkb88KtEdh0juucZQkMHEUSJtqffIjR0iPiBl/B37WB69fTdrzPaT6WUuSsLnmkZP3hkuSXlJeTtZmz+4wfqSRNFmbZSC+3lNtr6n6FSSjN76yOSyzeb/ibV6acveoKh7tfpa3sOU6tSXltk9eIp0uOX7HfsPu+FO95Lz6v/CQAOf4T4kdfwtvZRySYZm32f6dS3zJWusSItUC3nqFbyLFnTrEgLTMx9QkpKkJLX8HePENv3HC0HXqhzNCzTJH3mc8InXqjpaM3++39GTptFT6YaHAtLb/4cRUXCMkyWo3uR/vRnlFYK9LyxA/GPf0bp6edrWYw6h90w0TMF8hfGkIeeri3X0xlyn3xJZOczdduXF2aJODfLkosrM8TuaK43jCpik0Cfz93GkvfubI5P8AQbeOJs3IENetJmUfR8etaupd0CQRARRAmj+jB1xgKGXh8xkGS1QbHasqy6spbHAa8cwutqYXTu7jSLzSAIIrpRxSeH773xQ0IzKzjURq76Pmk32bUJCtmlbfdVnX7ih17B1CqsXvm8ply79O37qL4wwYEDqP4wrWLftsfYDomFS4Radt57w7sg5OuhrGUpG3dnwfqh4FC8VPXNdyIVLOP0bD7rjYnRU/LZjcCAVakirkfszGIF0bWuHxB2oeXru337j4SQVZGJ8ylUt8TU+TTpvfXR+JanOun96QjBYdsglYNeLN1EjoSI/MO/R2VqFkGUEF1u1vRNKs4NsgZvoJ1scnN5b/wE08tfUWx7fFG4opFl1rNI8AF1G1b9Wa4kP+BG/kuWZ76la/ilB4qib0XSm2V0+l1m85eQXV5E+e7Zv+XVC2TPn6Hn0C8oz8/UlVA8KvR8jvyNK7R1Ha9bXkmvIMoq+haHVXF40Sr1444qu9GMx+8AbYWJ0aCGvBXpQAXVeW+ndM2TZmz+Q2bT5wGI7juJpDoJ9u9r2twMNu2qqKg1B93Qq4xOv1srv9oKQRDoHHyexMLlba/B72ol3fLDRzVDCYlhbReZ/BzZ4uIDGf5gE5J0G33s8j+HoZWZufEea4tXt2UJVFQ37eoOunwHGOx6DVOrsnjmHRa++hWFpal7nlsQhDrHV3a4cARjRHYeJXbgRbydQyieANVckrnsJebS5zGqJUrJReKHXyE0dJDQ0MEa29QGjGqZsc/+f8zeeA93/1CdNkjX3/8LqjPzKC1R1O76nkLXjk6ynzU6ark9x+GnPwFAVGSKh08yozQniLAsi/y52yz+T79m9S8/IfzTY7VyLsswyL53itjhV5A9d2TTDKMuy29ZVkPZpqGXm9pDIW83ulFpUFh/gidohidlVHcgGa4SpNF4sCwLrZKvY1MBSDgTCLKCqDxYWU0lm0RU1Jq2xgZc3hiFwhr+LZmViL+fZT1DW/bxloG0pDw44wdZzYzSGd2eTm8rMoUFVtI36K32faeuqkcKkCjNNFa+WBbtQi+zM2fpGXmjbtLYimDKSdCxk1IkwtLMDdyVIoo3gLdtAK2QZqDr5QeqhQfQq0UEQSKcfLSyMdPUMYwq6mPqc3ncqGpFFHkzY+VYLlCKNk42ydxtPP3r4l6CgGUYCJKEEg9SmVnF2dOClq/ijGwa+NGb35Beq6IfPMCBjlukF8uMvBAj98nn8PoLdccvzGdI9x1EArtiZIsRIUdsFfHg0WdYO/Uekb09eOK9LFlTtDGAy9dCevU2C84l2sutqIqH/rbnmVj8lHa9DYfoeaQ+I82sMKNOE/fsJuC+NyHBViTmL9Oz6w0sy0RRHz4zaJkGq5c/Q/WFcPgjaIUshla5a1mJu38YUVGZufI2oqyQvfAN7oHhB24Qr78Ok9L0BFhmg6YAgOoNYepa3ViXSUzgDXXVifmJomSrcj9gQ/WDYDmQIbSFfncrdKNCeuU2vbvf3Hb/pC9L8sY3iLJCZNeJBnbB+4Hi8qEGotyeeof+zpe2HcMEUUKUlG3vRzQ4zNTSlwStnd/Z/bpfCILAoL6TldIKS0k7Iy1JKu3h/XXMgnc/hkiPNUjF2UpKLTM/9hlgM1Y5PVEibbsbyl8FQaA7cAgCNuHKbPI8qbHztBx4EdX74POl7HDZzoc/AvG7s1rdCVFxoARC+HbvR43XZxfNUhEjk8Vz9BCWptcJlcr9R8m/93cAaCtpMl9cJfTGU0jue9sUZlVHkETW/u5LlGiAwJ/8hwiShLal3acyNYva24XsrX9XywtzKOH67KKWT6HGN/vnDEOjXFjD5W8uaqvIbnRLQ+HBy4p/Z/FE1O+h8CSzsQWWZbGWmyDk632gfR7qXKbeVHTI6YmQ9tVH98K+fnKlRarm4436GZZOIjOKU9lejXUrdKPKUvIKA9Whx9YQfnc03lsLk2p7AKcnTLl4byE/pyeCpLoorswQ6NtLVG+hy7v/oYw809QR7qHuez/YUKHNG40kBD80NLOCLDnq+kkSymqtQVzXyrWImVmpILrt+yg61Jr4nhAeojpnZ5MqqRKO8Oa7sjSWZ2WygPDNeXxRlfnrWQJxJ9WiQdtUfSmVrzeE68JXWKaFEvZTmVmpfW9yOERRWkNUFESHE6NSwte1g+z0DbRqAUEQaOs/QWrlVk0TQJGd9MRPkA/BjGOapUDmob5f3dKYdEzQFXuKoKfzvg093agyrl/B6YkgK65HcjTAjozLbi+qP0I5uYxRKdaJ5jWDP+9DUFXUcBQ12kJ1bXVTBf5hYVlkL36LUSoiudwNn23i+teEhg7V3SdZcVHMNZYzeZwxcvHvRhzRsiyyxUXC24zvmmFn8LbLfKwoS6xe/pzI7hO0HHzpoRwNsPVpwsOHie6x+7dWpIVtS/Gc7jCJ4DYRfslJ0NvFuOM2uqU13eb7hCI66MjF2KHvZoe+m/bwflYytxid+5Db8x8xOvcB2eIiYJcfanrzagCH4qW1GGWX7yQj3mfpk/dQLqxRLtglO4ah1ai4t0KUZHpCR5GdXixDp7S2wPK5D0mNXaxto5cLZCav3lUb636hFbJUsptN0kljBiwLJRy9o7TJIHHxYwRFQV9ewSw1/m61K0bynW/Qs0WK12fQVtO2Hkaz8yYyZE5dJvvFVVb+5fss/7PforaGUXaeqGOfszSd7EefUxmbJBjfXXc9hbFbZC9+S2vbph5Hs+Zwy9AxTYN0tDlZgd/d/qSU6gnuC0+cjS0omlncjjBSk8nGMDUMo9qgqRGrxDC1Clrh7iJMd8IZbMEy9AYmDKc7QiGzWLdMEATaIweYckw91kllxjVHyNdLNHBv7n6ApeQV2iL7vhfq1kzUwutq1EaQRIVo2o1WLW7bYLkVgiDSHThEX/QEy+c+YEnfXoH2XjANHV17dIE4WXIS8fcxKY7+KIyErSiZ+Tr9lYqWxzLNWn19MbuEO2qz+cgeL1rSrim3TBPEdWG/1Bhy2DbELMvCqGz5Zl45SaVoMHgswujXSXoPhfj0X0xx7M86+fJ/m8Gobm7bfrIPZ8hF4NYZRJeKozOGNrtgnzsSQl+1JzlHSytpFhFlhdj+55he+Rqwn317/zOM5k/X+jecqo+2yD4G2l/EtAwmnONUzbJ9ndsovFfNMlWzRMUsUTXLjMk3aQ3vwe18sDLC0cJpvMFO4j1P3Xvj+4BpGWBZBHp3oxUylJPL20bJtyLqGsTR3oVRKuLffwSzWqGaeDhGPbCNZ3ffIH4rRtfI63UGj1bMYZQLtOj1kd5gbBC9WqRcrWeKiwYGWMs+/Dd6N+TiMj5XfFvnUBYdDaVdG6iWs6THLtB29M2HdjLuhDPUQvzgSxSWJpkv32i6Tbh1hOWpM6Sizd/NWGCYluBOZlyPbjw/brgXi/QWu9ih72JYG2FI28lK+iajcx8yvvAJE4ufksptr0YO9tynyC6CsUHSK7dJzF9m+vq7zI1+TD7d+Jsty6KaS5KdvkFq9Bxd4cPoxSzZmZtYhkFq7ALFlRlSo2fvef1aIUs1n266ztSqTH71lyTWrjF3631mb7xHZWGOyCs/QbyDRKYgraKvpbB0ner8EpK/cd5Sdz0DloWgyDh74+RO32DlX39I+pNLNadj7Vdfs/a3X5L81WnUjgiS343v5/8B7udeR+o93HDMwjfnUTvbaDnwih0EWEd5fobKwiydu9+oE/vUS/maUOoGZNVF985XmR/7tGlgJuBpxzR1ysaDlWI/wR8enpRRbYFh6dsqZI9XL9Le/0xDNmLRGMcRiKF6gw98PtnpIe0vEC1vRn4VhweHK8CCc5n28qax7XFGaY/sZyxxnt5KH07p0RuzTUuvawS+FwrlBJ351u+mY/0OBNckJh1LxEONar2mqWPqVZT7pK3dwK6RP6s17D0oSvlVFie/Zof3xEPtvxWCIGCaBi5HCKn64/oEvVKIhdKmmnRVKzTQ3lqmLeBXTazgP2Q3IcqhIPrSKo5QAbNUxT1ilyLmhw9Teu9Tdv/F05T/5kNCbU74h69SvHQGUYSx02v80X+zk+XxPDueiaCp9d+XrzdE6qadJRFdKrInDXQgx2PkvvwGq9/C2dlD6stPCOxsQ/WGUP1hZnIX6fYdwOEK0jX8Essz31IJtNNZtR0lQRBoC++hWE4ybV6s0Yy6nRFiGS9OyTYIVoJ5MoU5W2gOAdMyaPXtxdfEEb4bTFPHNHV8oa57b3yfWMhfRXb7MQ2dUnIRSb2/UgZBlIg6+jH7upm+8Etkj5eqe+W+S6mMQp786HUCBzf7bPR8DrmJ4rHs8m4btdeqBRx3GO4OxUdFy2Faxn2zG90PymaBxeQUnbEjTdfrRoVJ7QrR9sZyEdPUmVn7lsjOp+/ZE/OgkF1ePG3929Knq04/ncMvMj/2GU7ngaYlST53K8ncFLm4gm/5xxW82ApRkBisDMO6SJxpmcyW5lnN3MbtDN+1lLclF6So2L0/uwMvUKykWEiM4w3W0xgLgsDOoT9Gq+RZlG5x69bfMTT0M1bK0yydfY/C0iSuaCftx392z+tVPNtn/EVFxb//CLLXZ2cyZKWhTClXmcGyTPzOXtxv/QO0TIpcentyE0GWyHxyEe/BQYTWfbZxv3yFlX/9Ic7eVgRFRt5xCIfbhaWqCOuXJ4fs3kazXCH70Wc4+roRZJnqzDzBjgMN53HE28hdvYjsqJ/7ZZcXq0kZo6J6cHoilLUsriZ9lGAhiz8cDfMT/G7gSWZjC0TE7RuxLauOuhHsmuns9A3CO5pPYPdCcPAAa9dPUy3XR/fi3UdIr46y4qvPlnicUXpanmbRu8pN6Qrp2IOXgKyGS4w7xpl0TeFQfLgd9x+dDXi7uK3eJNPy3TsbhbgDZ9OBDQRBwjSNB2YBEiX5oShvl6e/ZXX+Ejt9z6DIj4cpJ+zvx+duZcI5/tib/x8FmZiFd4vycyZQweHafA5JcQVHMAZbnLaiM4W2sITSHkcXO9HXsliWhZ4twocf0fGizeyz82SUviMhZLeCoVt4wypv/l+HEEW48OtFyscaHTl3q4/8TBrLsvAcGiT3zS1kYQ5BFHH0dpNJ3kD2+vAfPMrcjffRywXCO56ikl6pNZiqTh+dQy9SzicY16/U3W+3M8xgx0sMd77KUMcrBNztLHmT3JKvMemaJpWfZqD9RXrix+mJH6Ov9RkCnvaG67wbDFPjZv4rWroao4+Pgq7AQSTFwfK5D+g48fP7MqC2QpRkeg/9MUoojLOj2xbkW11eL4m6i/aAy41ncCeWaZIfvU7m3GkwzabGmaVrTWmTAdy+OIuuRiO7LbKPUeXGY2s8zbc6mFIn6Ywdwe1orOMfq15krHweX7gHzx0EICvSArenfou3fdB+778DOMOtFFdmmzaKg+1weIOdd22eb4vsY37twmMvtX3cEAShNgaLgkjPeuZDQGB88VOml08zs3KGpdQ1tDvEHXsZprPaiSCIuB1hZNXD0tQ3DRF3UZJxuIMEevcQP/wKDleAbt8BhrpfZ8/B/wxJdZK82bjfgyIgtmIUCyjBcIOjAeCV2vHKtjNkmQbJm1/j2m2Ti1iGQenmbcwt35ky/DS+YyMIrfs271XrPtzPvIbSGsKx/znkYKAhc7IBI5NFXBcPtDSN6KGXamKCG9BzWdZOvY//QKPNkp2+jrulu2nmT9fL2wZiva44K4E/oMyGaf34/n4H8MTZWIdpGSy6V+oaszew0RzebNIUJInC8t1TwdtBdnpoOfgSkwufseZJbx5TlOgafpmV2XMN+zjVAL3xEwx1vEwqN824Y4xsi2Qbd5bGvC/BuGOM2+oo444x5n2JOuNK04tIokLI20tH9OADNRa2hnbR13qSxbXL37mBvJK+QTy4q+k6QRDs5u7vqDFq43lXy1ks06CQXWKn+xiy9Pia4CRRpjW0C7+ng+VA+rEd91GxmrlFa2izvldWXDavPLAszKDl0zjDrfYzcLqwqlXMqobgciLIMpau26l4y2alUnwOAkN2ZmQqdoDrin3s+Rs5XvjzPiRFRNcsLGxu+TshuxTCe+IY/+6X9KmzhF47TOGSXWbjPriH8vVRLMvC0dJK6NhJ5m9/gqlVCe88ysTcJ1TXy2IEQaB94Flc3hZu5r9EN6oNxoYgCPjcrfTEjzHc+Spt4T30tj7zQN/IndCNKrcKp4l1HcIbfLBG8ntBkh10uvfginZQySRQPM2d87tBEEUkn5/8jSsk3v815ZlJ5GCIzNmv7rpfeX6G1fd/DZZFyN1H+8ALTberZNdQ7+Dt30Brz1FSy43lQ353G62hPawEsk32ejAYls7c6lkG2p5v6mhoegldL9O981UC0f6G9Zmpq7QeeQ1ve+O6O2GZBmvVSRYXv2Fp9Tx6+f7Y5kRJxtc5zEJ1e0ptX6iLmeoNEsHmZZyq7KYzeog59xI3pEtUzEcv9/w+0ZFrobvURVshRjwfRpU9zK02zn8bEASBPmEnqtPLzI336pjONhDKemjR2+sCTNmwBoL9XlqGRmbq2ralUveCoVUR7pJNFGQZcV2HaO3GF/iefbqWhSjfGkObXSDz3inyX5/FLJUQ3S5oksmX/F4s/zB6MkV1boHqwhJmuf736skU+S/O4Nq9g2BkF8HobpRgfSBRy6RJfvkJ7UMvEhbtDKtRLVNOLVNcnaOwOEGX72DD+cuFJFjmtvNfLDBMrrj4owqaPcGPDz+uGo4fEDOeBaLuwbqo7gaKlSQuXwvqHT0CgigRHDjAysVPcEU7kB6QkQpAcftoPfIaS2ffJ9D5Uk3RWpJVFNXDnDJDOO9tyECIokxv6wmqWoGVzC2WVLvZuMW5k3hoBAER0zLIFhe4JV9BlT3oRgWKAm5n+IGjsxuQJRWPM0opm8UjBR/qGPfCariEWnZvm0WwLAtdK8F3JIqXS06TWLiMwx1CrxZxuILfyXkAwt5ebs9/SBvfHY3w/SLf6kDNeOpoDqO5AKOFG8Q6D5CdvUV013EEQcQyDIyibUy5q2Gy6SyWaVK99AWRP3kWQRRQW0M4Qi4yt9dqFLYbkJXNZxdsdbL/jTi3/s37PP33OrjlqS9laXumF8uwmH3vNvLLr1CZXkbuzSP5vTgG+1g+/Ta+k8fwBKP49x5k9sr7dO/5CS0HXmTy4if0d75Ya8YOxgZQnV5uzXyNZeh4Au10mn1N37U71a0fBJZlseJLszp3gXjPUTz+Bxf9vF+0KUNMLH5Kfn4MV6yTQN/eB3KQYp4dsHdTPE6vlFiW5kmd/hwlFEZ0OJC9fizTxCyXMKsVSrNT9Oz9aV1/RjNUMqs2s0+TuIAgSjjcIVZ8GVpy9Y6Sz93KYvIy4fZ+XAu5+/4tW5GNSywkrtAePbCtoVSspHD7mmcsrHXWmfvNoK6kr1FdXsS35wBmtcrCrc/o3mUzWxlaBaNSwjINFLevoZHf1zXM2vXTTBa/pjd8rOH5OT0RekbeYObmewi9x4mkGt9XjzNKX2uUcjXHzOq3DGmPRtH9fUIQBFRh8zc51yDtMClXszgU37bvc6fWTaIryuytD+ka3pw/t0NhcRK9VMAZirP4zbv4OoZJXP2S4OAB3NEHCwZUW1X0ucV7bwhU5xYxyxUknxdBVdGWlomf+BmCJJEtTJD96HMEUcK1fzdKe7yhwTz1736N0tmG6HTYDd5ffYvcErX71iQJyefF99KzeKqRuvOa1Qr5G1eoLC8iKiqdO15Gdm3aMUtn30eUFZzhViK7TyAUGu9zYuESfWpzNiqwn51D8aJVy39wAn9PcP944mxgM2NUqlmCLU9vs0Vz6kGtUiA1eZ7uF//+PVlg7gZbyfQko2d/w66RP6st7xh6nkxigvHiefzOXjqNnga+a1XxbFvrKiIR9vUS8vZgmBqSqDwWisSylsUlPjxV5t2QaRHIZZfojW/fGyEIAm5fnGJu+bEacaahU8wtk8/ME4j002X0wndUirqWHWc1cxvT1GkJ7oQfATHVUvIKXS31eheT+jUi63Xswb69pMcvEdv3HEur5/Hu2ofocLA2fhrP0YNYVQ2zVEUJbxrp2c7diLduNDgbd1qf/UfCRHs8fP1vZ+k7XGJtZPM6Vs/Ps3Z5EelPf44oiUT+5FnS732CpRt4X/sFjsE+Mr/9GM/JX+Bo7cCxskRSnybi6SW2/3kmLn1MbN9zhPO2Qev2xenb/RMsyyKXmmZ85QKy6WJA2f9Yvg/TMhgtnsFBmO6dryIrLvLpuYb68scFSVYZ6nwVyzSYL99g5cJHhIaPPFQfWYoFVk/9Cv/Bpwi7+tEKaYpShdLcdC2bVZqZpLq6jKGVke/RO1ZanaOl5QRsU30Y736K6Ru/pSX4Ut1yURDpaz3J7MoZFLeHeC6ES7o3IcQGcnGZhcQFBjteaqoRsIGMv4K5DevP5OoXuGKdyM5798eZuoaoKBSnxggefQY1Fid39QKL86epJhOIioLk9oIoUr42Rde+n9SVnQmiRHTPM6QnLjOTOUt34EjDuyjJKl07XmX21gd43UdxKM2vy6n68LnbGC3aWSNNL9EZO0xg5Xej3AJgTL1NpjCPadlsSJIo093y9HrvVD2iaTdi3wnmxj7F428l2nFg2++4y7sPrXsAXSvhDD+NIAgYHb2M3Xofhz+yrUZKM4SFDuaqt5n9F/9vWn/xH6KEIttu2/HTfwSAkctiGTpS/9Fa1iPgHSDw1AB6Lktm6hqFb2ztFkGWcQz0oM0v2RmLlj2141ndJtXECurQic0+xHXJHKNUwshnqabWKE7cxrfnAPGWQ01LiFuPvMb8F3/LYMfLCIXmgQPTNJDvcV8qWh5VeDC9od9ZPKG+fSg8cTawKfy3g2VZzOi3aO08Vltm6FUmFj7BqJZoOfDiIzkaG8gvjOHtqGeFEkWZUMswwegAudQsNxY+J9q+j9Zi87KE7SAIArL0+KxmTS/Z4lg8XopK0zJYTU/QHrm70bfsTVFdzOH2PloNtWFoLIx/jmWZmHrVrgX2t+ILddGSC979xXhIWJbF5NIXCILITn09Av0jcDTAvv9bCQOWPUlEXcYX6sI0DZKj54jtOwmAlljFv8/uQVC7O6hMTOMY7ANRwMiXkLz2cXzTVwkfro8YDmYuczPaGGn2xxw895/28M1fz9NqniG523b+I/vayNxO4Lx+mtzeEyhhH5E/eZbEX30KgOT12BFo00QQRbw7dpP45D0CIy2o3iDxQ6+wduMMiUoRd7yHDueu9dpxAX+4F3+4l+TSda6tfoIkOzANDZc3Rp84ct89PouuFbJrk5iGhq6XiXUexB/e5On3BB5vCVUzCKJEp3sPicga6bGLmFoFb8cQlqnjiffWMc9sh6DVhvnSG4RoR1RUVF8ID8AWO98cGSK1Yx75Pqh7I7uOMXn5FP2dLzcldJBkFVFSMC2zjm4ZwKF4GOx4yW4GNq6gKl4iGTeK4EAUJJvQQ7Dfo6pVIh+TKZRXKVXSOHMBBtpf2NbRMC2TCe0yoqQ0ZQdL+rJYSwbB/n13/X2WZVHNJliaOYOrp5/WP/6Pa2JukZfeQM/l8O05SO7qBbwje1l9/9eo0RbkbRitgv37SI9fZGL5U/panm2g4ZUVJy1dh5lZHWXQ2t6ojodGiIdGyJdWGFs4hW9Zh8fYcP9dY6AyANIgQtX+fcV2DxOLn9HVcrRpOVw4qRLyPsu0dZvZWx/Q0nW4jthiKxTVU0c7Lckq0T0nWD7/kV1W6HATGXn6no7HSvoqlcU5Ym/8EXLw7pnpjeck+7cvdZR9fiK+47BuBui5LNXEMq7WXTha6oNqgijWLTN1nfL8DIVb15CcLiR/ACUYpnv3m9vaJ5Zpkpu9haetrykNf+3YhnZPsgZFdlOtlp5kNp5gW/zBOxumZTLhGCfqG2q6fsG5gEuI1TXJbojBBfr3ofoeT/mLJ95DavQc09Y5Oj1767iuBVHCH+nFG+xkZe481/PX8Uf7aS+33lUN97tCW2Qfk5nbWJaJyxHC7QjjXwXlIRgpNLNCKqyRKy2hG1Ui3r5tG8Nr+1RyBKMDdx0g7weiKFEt5wi1DNNRXddLsIA834mjAfakE/R2kcxNMuYYJeTtIbLm+MFFuexm3PoMXmZtgpZuu5FQq+Rw+COo3hCWZWJZtmFvWRblW+Oone32voKAINvPRUvmsNIl/L2bxkE1W+brv5rjlb9oXgMvSALP/Wc9/PZ/HCO43joiyiKDf38/1//pNxg9RWS/G0GREWQJ2ZhGl3pw79vF8te/Ibr/RWSvj+DhY8yf+wDvrn1EXH3ED72MZZlkJq8yPv8RvS3PIKubjlW4dReh+E77dwkSmcQE11c+RxRlXN4YsurGkzTt7CAigiBgYVGIypTyq1TW0rT3P4skq00dlO/z+UZLEaLxkyR9OUqJeQRRZPnCR1imgezy4WntxR3rasrMJggCEaX3rscXZZUIffd1LaovjBqIYupV2KbEJRzfye21sww7jzS9d25HiP6250jn51hjBU1fw7JsJXBNtxtsVdmN24wS9Q/hVAN3vd9VvchY6RzB2DDB2EDDer1aZPXSZ7QcfKnJ3ptIGrNkL59DjbYQPHK8IbItKipq2F7m7OxBdDjxDI1Qmp0ixTxhmme6ggMHKCxPMz71EQMdLzfQGbv9bZTyCW7lvmbAceiupBUO1U9LcAejpRt4HBGiWS8u6fFQ936XuPM9cC8UGDR3MLbyDb2tzzbN6giCQC/DlJU4MwtXsCyTtt5j9yytAogUw0R63sDQq1y/9pdEdh275z5BqR1zh0bu0jny1y8jOpzIgRBqOIIaiyPeJzvcdpB9fmRfc0asamIFLbVGdS2Bnkkhqg7UWJyuXW/ckzFNK+bITl2jnF7GE++lO7A9ccUGNf+9gi7x0Aiz5mUGq8P3+FVP8IeKP3hnIxOz8FSj2wo9ZRIT9Ox8rW6ZIEoMdr3K7enf4uto7qQ8KJyhOK1H36S4MsPY2PsE+vbSKtQrmIqSTGvPUQy9ytriFeaUWbqN+5v0HyeCnk6Cnk5My6BcyVCsJJl0TOFxttCWDTdEKO+GGdcsAbGTrpaj27JdbEVVL5LJTBDrPPAIv2ADAk53GEOvfK/GYNjXS9jXi25UmVz6HJ/Vi0P4YdXEK2YR1x19QbpWak4vbFEzVM1SEataxbljALNURpAlRKftdDrPfUXnT3ZiWRbRm98ydT6FZcGz/6ALd7D5hOj02EOSN6xi/fYTrJefQ1Rs56XnrZ1M//YTrJ++hSAK+J/fR/H6NOreHpw7BkGWyaZGCXsPo8biRF/9KWufvo90wE+wGkEQRIL9+6iE2xi/9hF9HS/U9WEJglibVIOxAYKxAQy9Srmwhq6VKIQqmEZp3dmyHTOxIuMNtNPSefCRnd/HjXDOB471uv0u2wioFNOsZGfITl2j9cjr9+y5eBwQZZWMv0iLHmy63h/pwzQ0xnKXGFS2j9YHvZ0EvY9WimaYGqP507QPnMTpbtIwXikwMf8JsX0n76qnYRo62Svnib7yE0Tl3nS4jnVFad/u/XiGd5H8/COsYYOI3Fyl2hPvQcunyWfm8Id769YJgkC0Yx+lfBu3Jr+ic+gFgqvNx1xFctIe2Y9lWRQra0yVzzKs7/petJIeN2RRxedupVhObFtCBjaJypB1mKvpj6iUs/flbNQgCLhbelg+9yFgIalO3LEu3PGehkyH6gvT6gtD7KCt01Mto+WSZDMJCrdvYGoaksOJ6PYg+wM44u0ogeDD/fg7kPrqFL79R4hF96D0BO9r/jKq5f8/e/8ZJNe5n3mCv2MyT3qfleU9CgXvSIKeoCev073yUktqaTXT0oY6OmKmP0zszoft+bD7YTZmJ2J7NLMT093bmtluqdWSrq7lvbyXvDSgA+E9UCjvstJ7c9y7HxKoQqGqgAIIkiBRTwQiUHlOnjx58pz3fZ+/eR6KU+dp5JKERx6hN7S2VO9m2JbJ3NivWpm/O2TfPVoEax3Z3K8nHrAyqvUa4h5AfPVGnPuMXHmSzuhaBQaAQtzGym0sv/hZpfNuhSRJeBN9OLwBFj78EfEdHasyHDegqE6iHXuYufxzrmo5ApFeoiX/fZNl3SxkScHjiuBxRYgGhsiVJ7nquIhT9aDIGorswOX04043ccsBJCSqdpFCsEmtmQUkXGqQaODOSi83sOiYJ9K+857r34WwaVSzNOsFaqUlnO4Affba6OYXAVVxEvR2M2FfJR4cJZa7f2pXdwNbWBTDJuY6jr7CtpEUmVKwCfXWJFKQk8sL66pYQk20ytnMieN4d/e3jmmYWOUmnnY/jXyNY383R9+BECNPRol033nyf+aP+pg6VWDs797C+7svt56NrgCSJGEWa6ghL4rXhZEu4rg+wSk+L7XjZ8hJMoHgEKo/QPjxZ8m++wvsvYeIKC0FFi0UX24ej+97rrUo3wCK6sQb7Nhw+5praZs0qlk0d3jdZ/fLhuYJ0UOIpUCExU9/RqB3B5ZeR1gGrkgHrvDd+YdsBqGhfSSP/YxITwTVsf4YFWoboVHLk/LlSVTvv1iCEIJZdYpycYr2vsPrEg2AqdQHxPc9d9t+F9vQSS5+ind4dFNE41bIDgfRZ18i//F7LLgW6Oha2xAOLUncxUsfY3QHiFTDa/Zx++J0j7zA3NW38fgex6lu/FxJknTdq2k/V7On8bnbcDtDeNI6HmVjP4kHDYZZRwiBW4vgcm783Fq2DgLSc6coOD0EogP4w3fuKVAUB0MdR5b/1hsl5nJnyV09Qc+R30aSlXV/K0mSUDU3qtaFmy6I7LvuyN3EbFQpa0VyR98ifPgZnLE2bEOneOITALS2BGowjOrzI2suhGVhlkuYlRJWtYJZKmKWCtfXlK01h5boJKYNwianDKNWJnXqLULDB+jx7UdqSnfM3qfnTxNOjBLNbz4Q9vUnGlu4V0jifq+YHzCUSiWCwSAvhv/pGuOZpVCZplGmZwOjp/OFX9E98vyq6KewLSZTRzHqFerpWToe/xbexNrolBCCopqiNjGGnknh6urBJ2KoLg8OX+i2ylXTb/81nng3Dk8As17BHe+mzepa90Fu1otUCnPUy6k1i0UhbHzBTnrt4S90ENDNGrZtYtk6Db1EQy9Sa+YBgVsLE/R243PF7/qcFlyLlPOzNKo5Bvd8554Wc1MXforLG8XljeDLgd/d/qUPkLpZY3LxfUatjRU/Pi9U2p3Mpo/TFtpB2LeisZ6L6KTnT9Mz8gJGs8r43Ft0PPY6lUCdwrGjRJ9/FdnhJH3xPTx7dyJpTmrv/5y2f9oiBqGxY1hNi+4XWkTO0i3qqQr6mx/Svs3Hoe9sTg3tg/8wQ2Xn/uVSrNP/w/s4f/97yzK5pY8uIXQDx2hLUEBYFs2pWZrjU8hOJ7Edz2AbRkvKVUA0sgMtGEOSZMxGleTxN9k++K178l+5FY1anrGT/4nWLC7YduC30DwRDL2KLKsbLrRvRaUw31JbQ+B0tUqCrp3+e0Yf/QMc2uabpO8EvVEiLS2gON34iipL9atowRiB/t2bciLfDIQQmLUyll4nc+FDtvW9tuFza+hVZi7/gs7Bp4nkNEy7iYT0mSSnhRAseTPkU1fx+Ns2bB7WmxUWKucBiO1+at1jWXqD+atvISkq7r5BPIOfPaud//h93H2DRKT1e3qMWpnC+GkauSW2D3973bLZZr3I/Ng7xLr30V69cz+fEDa1Zo6GXqRcW0JzBugsfflqeJuBEDalhEKqcJmgt5t48Pa/gRAC3awyJ03gcHqJde3b1OcsyXMsfvxjAHzdI+ilbEsoQJJRHBrR3U+tMcW74zEzp9EzSzjjCZqL83hHd+NvBCmKRcxKGbNUxNabSIqC6gugBoIoHi++RhCnL3RbQ9obxEZSVGRFxaiWqGfmMZs1bL1Bo5AicfBFwsXNmwFPX/o5w66D6zblr7v/0kfEgiP4kvfuj2PaOm/l/4pisUgg8GCR4BtryZcG/wWq/OUEBteDaTf55cT/+4G8Zjfjoc1szPqSSKZMd2z9esWWDr+9Ru42yQyS6qDrye/cNmWYLl+icuEMkWdeJPjok+ipJLVSAbuepXnxE/y7DyxHWm9Fz3O/RSO72OqJiPdQTU5yNXOGbb2vrlkEaO5gq5+kY9ea4wghyC9d4mL2PbZ7769PxO1wc4TN67q7ZvbbobPRQVMNMKZ+sqFR2K0QtsW1M99HdbjwR/qwbZNBZRc0gPvcy6abNeYzp2gLbcflDCJL6ob3R7E6T6pwBbBRZCfd8UNYi7VWk/YXNJCZQmcufY7hzhdWCQg0jSoLE8euE40KE/Pv0Lb/eRSni+Kpdwg/8Ryyw4mt65jZHLLHheRyIUwLBDg/eJvJj2c4+H85snzM+LXjTJ0soHlVtj+9+XuiWbNwRVYmu84jAyT/8w/w9YZoPHEE/+OjpP6/b6IMGshOB5Ki4BrqRw0FqX56CmhFksNPPIeeSZGbvIYoXKGr/xlUl5fQ4B7Gpn8Gkny950QmvO0Ascbd37cuT5idj/8JjWoOzR3ENOpc+uTfE4j0t9RvvDHa+x+77THqlTTZhXMEYgNIkkx28TxOzc/gnu+sacgWQlArL5GePQk37jMhiHbu2ZRTudMVoIvrk1MIvMFOFpqXWTr+JkLYaKE2IiOHNl0eJoRNYfwM4eGVTHGzkGLu/X8gcfBFHB4/jVpuQwU5h9NLz/aXyMydZqlRQlE1DL1Kou8xYgXvpoIC+ZhJavYk3kA7iuqikL6GW4rSOfT0qqbgm7Ekz5G6/DYdh79x28zOzOkf4ghFCBx6HNX72UifEILyuZOY5SIhOwEK684nDo+f+J5nSB7/+YaZdM0dpH/XN5m9+hYldZIR19qG95shSTJeVwyvK0bEP8jU0gekwhrxnOdLD7zcCZIkE0wJ6sHWPXSnsp0bsqyDYg+XCu/j8kbxBtcP3N2MhN1N4rE/p1HNMp36GKcvjDveTZc2StaTI3nsp7Q/+tqmlMqWjxnbj+EpY9RKhPv7caoh8EGcEPiBjRKo63Bz2zLRyzmKk+ewmg1ulHzZpolt6jg8AdzxbqKNdhSXE23wMFJxc79trZyilJ1Cc4dWCYbcCV2xg4wvvEO/PYhL3vx1+cphS43qnvBQkg3D1mnoRYY7n193eyFuMzd2lPa+tQuDNruLidpVaqkZPG0radmiO09jbpqYfxTF6SLi7MMeblL49ENCjz6J1t6J1t6K5taj0xjFPETWXxDIioqnbWWbFogwMz/G+PxbSKoDd7STLu3OGuqSJBFp34miupgqXUZV3NQraVSHG9OoE4wN0tnYfInIlwUhBHW9wKIyh94o0jn0zKYnRUlWCLdto17JoDrctPc/DoV7P4+lwkV0o4rP3UbA07GKwEmSTK2ZI1+eRjermFYTn7uNjsjeVec7lz6BZRsM6cPLtdOpZp45xyQOxU3TKDNsjuKUP7+yOFvYLPgytHt2ryIac44ZSqUpOgefxKF5Kedn8XYMLJeVOCMx9MwSkqKQ+vTneB/Z13KtzVxADfmQZIna7sMM94WY+sElRv/4EIO5M1y4UOLFPxtEdbaic5Zp8+P//irP/nEf4c6NJ7RaQScaWLkObYe6iR/sYvIfL9JZvMRiaCeB5/ZSP/MerkdfXN5PCQeRPW6y1z4iMtQqUxG2jVWvoQaCrYh7vYKvcxhf54oKXDU5SbOQhnskyYqqLZddyYqDtp6DVIuLLUUXxUFq9gQOzUe4reVrsTj5EeG27TTrBUrZSQy9xqj/SdRm674SrnYW3UmKmQlSsydbGZib7iXNHWKbd6XfyRY2l+bfI7t4fnl7e/9h6uU0muf2pV2SJNHl2gG9LWOxpJhk8dgbreOaBqHBPauu1Q008ilA4AonlrO8wrZAknEGoiQOvUR59iqeth48rttLZjs1H51DTy//bep1MgtnSNeuF40LgeJwEevcSzjnZFFbpFyYxbYMAKxcg+6R56lXMliWTnv/Y+v65AghSMlzmPUKbXIv+tA+ilMX1pANIWwKSoqw3U73rtdoFFIUT3xM5NmXbvs97gQ9vYRVq9G7+xuUXAWKJz9BmAaK10fX0JHlTJtRLTL/wQ8AmBTvIskKnkQfHcrq0tNSbgqEINa5D3KQixoE09xW9heuN1UnniKZO8esr0hv9d78l75oRPMu5r1LXKu0DHVVxU0sOIzfvT5ZlCSJEe9hZgrXyMyfBcDh8tMx8OSy4Mt6cHmjDPe+QlpeIG61nmu9UqCRS1LPLmJUixiVAorThSvaiaet57ZZQYfHf9teILNZQy9mcUU7kBUVq1mnPHcVy2guv7+WnkNYJg5PgJ7QIZyu2zT832Wgu1HNkpo9QbR9F22V0F29V1U0etsOM5s9RSwwTCgt3ZeM8Ra+HngoyUYu0iCirN9YbdsW89fep3vbEZyu1U9qkhmq6fHrmuqrF4JGIU99eoJFX4bOoSMoTjfOSJTG/MyaJkxHMEz5zAmSlkXUM0TJmaN27QqKx0t752PrSlTG9x3B4Q3SLKQoTpyF/s0bNgWi/ViWjiw7iHbsxjKb2JZBau4knZ4Hg2y0GhhzOFUvqqJh2QZJV5JC+hqy4kBzBwlE+vEGNzcZ2rZFeu4UtfISwdgQzXqeoeoB1MZnq6MvVGboafZS03Smlz5CAD5XHJcziBAWQW8XPZWVyO0CGZbyF2iP7F71Pbebu0Bq/b0QyGA2G4x0vcRi7hyWbSBbn0/jrhCCVLhCvjxFUOkm4Fm5nrawKGYm6N/1zWVylDamCXa2nNytZp1mcgGts4f06bcJvPQsaqRV3lQ5M07st54FoFMfJ31uCVeslToymjbeiJMTP1xg9NkYwTYXkiTRPuLDod1+MvJGnMSvfkp6ZCVaK0kSHc/0M/XDi3i7clijj1L55HLLhdfdIi6SLON/9gmqJ86QufgesZ3PYutNjFwGu15jJvlDrGaDnt2v4/AGEEJQmb+GbeqU569yVZ0CJBTNTWhwL9Ha+jX+N2CZTVKzJ4l27F6e/GXFQaxrH5H2XcxcfhPb0onrMWaKlwjFR1oN5rJKau4kmjvEoLYPh2f1uCJJUisg4OzYlOeLLMnsCh5Z/nvSvsTc1V+1mtptC2j1R6znln0r2qUB2vta46QQNlcnf4qkOKilZjAb1etEbQgQy1F3pz+CsC0WPvoR3o5BQoN78Xdtozx7hS7X5qWEb0B1Xg8Q3IRmvUh28TzJWh5/pI+uoWdQVO36OQgkSb6tEaewLSbTH6C4vDi8QSbn3m0Fd+z1/DYkPAUnwi/I6VM00pN4t6/NIt8tJFnGqlWYv/YrhBCEDj+N6vOTfedNbNNYLrOVFBVf1zAOTwBvxwBmvUJh/DR0rf79HJoPJImFiaNIw8/iXdSRNpnJliSJ9sgeri28DXw1yIZD1uivrwT79GadKes8/q6NM1OqojHIruUFeNKbYe7q23SPvHBbwqEoDtrpW14tOTwBYnueQZgGUTtBuT2M2ahg1sssnfgFwrZaYhTD+3FHW9dTCEHy05+1tskqvo4B/D3bV31OafoSlcVx3NEuCuOnUT0BjEqB0NBeouXWuFZQyoS3HSRaDd3DVVuLRjVLo5anXk4hyTL1SoZhzyNoVd89KTK6tRABTwfp4lUcdge+z8n4dwtfPTx0ZCMTqVMsLzDU8ey62y1bR5KVNUQDoDxzidDwAVyRtXX+EbWXinwOZ6KDuSu/BCFwxtuIHnkFxbU6cqv6A0RfeB0jn2Fp8iSK203o8WfJvP1TyqM1gvW1qwp35Hra+LrU7tXpN5AdGsH+3cT120cLJUkmklghJ4rqRG+UMPUamY4qsaKXfMwiOfUxsqwiyTLRjj3rutTeLWxhrdHotoVNubYItJoWW5F1wfmlNwi1jWDVmyiKE7cjxsDuu6+nz8yfpZyfxhfqxuH0sTh+lLbeR1Dsu7vdhbDJlK5RriUB8LriBDyd1PwO2vI+2hjBsHXqtRLVaIlaI0N/o3/VIN1RijLnX2I69Qmq7KTSSBP1D0Ieqh0ulvIXMRsNXM4QY/NvE/H306nHsISBIZr3taRKtxtMu6bxiTZGul9ZdQ8bZoOx2jFinStZmLnaOWRFRQvFKTizFE4fJfTY06heH8IwlomGQ5pD6OZyTfH0jy+z6//8OFrQdd2FGeYulGhUTIYebd2/siJx+Ddv3+Rv24Knfr+XX/2bSQ7EzzIebnke2KZFcSxDaSJH9vwSwYEDBJ7dQ/Htn+N5/pvIzpVorvfQPiqfnKRUHCPYPYK7+0bk3aa5tEg2PUa79xDYNqWZS8gOJ52Pt5x9jWqJhY9+hCvUBq7bkw1hW1Tys/jDPThdfkyjQb2SQnV4UJ1uLMsgnNiOP6Pi99WYvvgGsa59BGNDLM0cZ0Aa5T7b1gDQbfcz55qiXxpFkiRs2+Rq5hiqw41tGfhCXZsqk5IkGV/nEKXpi7ijHfSGDjFfvUTy058RGT2MK7BS858+d5TQ0D5K05dwhRO4wgk88W6WmG0t2j4jNHeQzsG1fRWt+/bOKyS9WUZYFtHRVuba6QthNmoEB9b2TEmShBaIkK5ewa7ViL36nftSauSMteEd2o4jEkP1t8hu+cJpEGKVL4Lq8hLbtdKPZDXrWM0Ghl5dVRbmDbTjDbRj6FVmr7xFe99hYsXNj3e6WcWpesH4zF/tS0G93YOzfHelO+3VGHlxBaNRRgiL7OJ59EYZb7CDeNf+DZ+LWCMG7uuZTycU9atYeoO+4CHoaRFRy9SZnv2E/NhJHN7rZqJtvXRpo9iWyWzlDIuf/gxPvAdF81BdGEdxe9nW+1rr/vLtpVkvoIQ0VOFe9rlxE4fq7b+XadQxmhVkxYHTFUCSZKrFBQrpcYxmGVl1EknswBNIMH/tPSIdu+i0e6nGHDhdQTTjs5cIWraBQ3rwBDLuC+xWUOOBgf0Anctt8FCRDcNuki1Nsq3rxXUnDCEE88oMtmVcj0CsDDZ6o4TTH6ZZTOOOrs0GyIqKu7cfxe0h9sJrdzwXxe1Gcffg6myVSzVTSRS3l8bsFDVDx8imcfcPEfetzmA4PH46n/g2AGajSmH8DPnyCdzRTnp8m2t+g1a9du/oK8xcfpNyoIPaeJKubc+jKE4ss8n8+HvUowO01WO3VTmBVn/Ljcnq5pKcdKDE1MWfsb/9OzhUF0LYpAMl0nOn8YW6qVfSyMYiw9I+FrQFPP72TeuibwQhbEq5aXaHnueafgYQeIId9InhTUdqhBAUq/MsFS4S8vbQ1+gFJMp+mXxl5vperQHZITtxyDECRYDQms+QJImeSjvFNgllMU+XvAsp39ppcvF9LNvE524jXvJjCCd2vYJQNS7Jp6k3izymvfwZroWgadcoRm2qjTSm1aQrenCNKVYuorMw8SGdg0/j8kYQQjBXPYdZL7cieJZF4ZP3iT7/KorLjVWvI0wLYVko+hS5d84Q+81nkBQZYQsUl4rT3yJJzXydH/8/r/D47/TgdCvE+jb/2xYWGxz7uzlkVSY1WYXrp93I1pn4/gXaHukmNBIjHfKihrx4DwxhzZ1CHlxd/ujetZ3K0U/gwIoGfCuyvDJrS4pC15PfWfW+6uIkocG9dGqrI5DrQXV62Hbwt5f/njj3AyKJUTKFc3T0P0EksZ3c4kXCjr30WgMY3g7mSlM0KhkGtM0/t3cLh+pmgB3Lf8uyyqBzHxOLZ3F5IqTnTxPt2EUwNnTH+vcu1w7mohbNYgalQ6PXv5+mWmR27ASy6sTXOdQqQQMSopdoRxvTkx9TWRgnOLCH/NXjsI6YxheFtHOJZjFDPbuAFlwxBL1dn0ZWn6R84TSKx0fk6Rfua0+Du28lO9FcmMMsFfFu30mmcpmYb3TNZ2UufUSgdweBvh3M5c8wEHtyzTEdTi99O15lbuwd9NgwnY3NqYsZZg3HHcb5BxmVeoqIvx/drLGYPUPYP0DAs35v0M1we2MsTn6IQ/PTI21DC/hZdCWZufJLuoaf25SoQ6dzZE3WUVGdDCaeaY3BtTw5LUeH0hLLkBWVvuAhDFeVrJbBatYIbz9EpLw6wHm77BxAKTtFZuEcbm8UX6gbxeGiVlqkUpjH7YtjmU0atRyyrKJ5wvRIQ2h+P6bVYCZ/jaWZT4l376e9FgcN3EWAz9ZrIYSgUJlh1NxDvctLRZj4kvpnOuYWvh54qNSo8jEL02rQHl4/Db6gLaA3y8S7D64Z6C+P/5DQ4B48bX2rTHPmrr2NJMt0DR4hVbwAgO8e0uxCCOqTY8huD7LDieILkH3n5/Tv/7VNvT954hdERg4RqdzeEO9W1MopbEtf0zRnWQbl3DSF1FVCbdvpqLeyJ9PSVUrZSUaDz+JUPdSaecZrJ/AGOqiVU+wOPb9cKjTVPEs4sYNc8iKB6ACl7CS+UDfhthEcmo+pi28s17IHo4OE4sOf2atA2BbTl99kp7810M875yhmJ9gVeG5z16ORYzZznICnk7aiD/Vzjs7YwkJCJhksUGvm8GgRCtUZumOPoMgOjNlpXLLvumtyK3MghMAQDRyStpz1sYVN3S6jSg6ckpvFYI5yLYnm8BPwdOB1xXCuo02fj1ksjL9Hz8hLyyZ3M+XTSLJCaKjl5J5pXMNuNPBu34UwDVKf/hz/M4+jREKUf/L3tP3Ry8jOVtyibeks9aUK3S+t1PYnxo8zdTLPkf9iAFleucf0monTszre0aiYuHwrr116N83UyQKBP3gZWV25N2zTJnNqAdu0yA+1Sqz0VIHKiTFcB1f3YhnJFM3xKaLDT6x6femHf0vfwe9taIJlmwaz7/4trkgHQ+2bu39uIDn1CQmjHYfq5lr9RKvJW939pZhw3g62sLlS/QijWcE06kQSO6iWFujZ/vKm1bMAsu4ctfQcqsdHuzSwaiyZSB3FE++hlp5hsO2Zz+NrrAshBM16gXLIINaIcvHK3xPf/TROfxjVffvobVafpHr1ErLLRfCRJ1Fcn6+seGN+hsKxD/AMj6IvLZLoPYwWWN8BO3f5U2xTpy9yeEPyI4TN/LV38Qa76GreuTSqVEtSbaTpLK3/mQ866laZGW0GW5h0xx5hMXeWrtjawMpmkQ5WWJr6BG+wE9Ooozo9xLv3Lz+/tmViW8YqY9DPE0IIStlJkCQUxUE+dRWH00u/tJ26XiTrLWGZTZwuP52NzuX7opVl0L8wcRiAsfm3GDF2MK5do1hdYK/y+Kbn0a+EGlXfP3/w1Kim/6cH8prdjAdr5vscUe/wksueZrjrxXW3CyGoFOYJJ7avGcCz3gKyoq7bHCksC2EaTJ/5IbLLTeSZ9Y9/J0iShGdwJfJauXwed98A9VwSVzhxx4hadPQwmfNHCfe8clfRN49//RIsRXEQig8TjA6wNHOcS7Wry1K6PdtfYmz8KLKsojfLdAw+hdef4NKx/4OLyvsgBJo7RNfwczhdAXzBLqqlBfp2rJa97N/5+qbPc7OoFOfx+FsRLUmS6DZ66A7cWZnHsg2S+Qs09RJD+jYcpva5uYjfjBslZorsuO5KbdPb9jgzqU+QkAiEO8ibaZpGZVmC0DBrOB1eGnoJnyuOZRs0jNb/TatAvVkgSDcj3RtnRaqNLGlXjvLYDD3bX0R1uhFCkFYXqS6M0/HEtwFBpj5O5eJZwk+/QObSe9iVKu49O1BjEYx0Fq0nvkw0AAqX07Q/vTp6PXuuyCPf61pFNEzd5sf/8kP+4r8Js9jfKl+pZJv88v92jFf+74/jCbYIwI7n4rgDDq78zS9xfvMZtJC71eugymTOLGAdeWF5EHPEg5jZEqo9gymv1HOrsQjVY6fglsc3sP9RFuc/xhmJIbs9awzWqslJvIl++iK3V5C6FZXCHJXCHH3hERTZwU7//Vlg35p50M0aM6lPiAW2LZvdNfQy5XoSv7sNl7MVeLBtc0OSI0syI57HEG4bWVJI+8tonjBL058QatuOQ/OtUeRbD9F6hKivVUp14cJf4+/ZTpdnN4rqpCd0kKuXf4yqeRDx1ncQwubKxI8Y6f/mfZPZvRWL5hjV7BRKSaPqbPUJKS7PHYkGQOnsCeKvfZdmcp7F//xXdPzmH6G4P7+Fpaurl/bv9WJWyjRmp3D6N5aijYw+SmH8NDOlk/QG1gbGoFX21jX8HJPnf0x7IH7HRnGvK0aqcAn4apINt+Jv9cEBLBk0wn3ky1O4nZszvLsV8aKPcOBp6o0CToePnKfK9MWfXc/Ip7Atk3o1w+ijf4Bl6iiqtmG1hLCt297j9WqGZq2Ax9+G0xXAtk2mL/7sOrFw4nB6WypuwS5UhwujWSHasYtYoRU88rqieK1oa75qsmrekqTPJh19t7Cv94Ut+DNEtAES4V2on0EK94GEsFv/HhQ8SOdyGzw0ZGM2dYzBziMbulvPOaZxEljTgJwUU5SvjNF2cH0S4R3ZSf6Dt2n7xq+jeO6f3JtVrVA6dxJr136MuU/Rs2n6H/tNHN71mavDG8CT6GOmcPyOzqB3A0lWaO8/vOb1gd3fWlacufFZOx//43WPoTrdBGNfjHFebvEi2zyP3lX9+2LuHNVGhrCvj+5yG3zBAhqmMAjkJLwiyqKdQpZUhjtbJRs3LxIaehFJUtAcrcWSEIJqI4OqaLicd45oCCFaKXTGsCWDoH+YeNdeJFnBtgwmlt7H4fHT8fg3UTU389Pvo7g9RF98vVU+da5A+De+tXK85AVcAyulCon0OZbKTbwdrXOxmib+059w5t00z/1J/6pzUZ0yf/BnAeZ7di9fbl9U46X/7rFlogHQrJpcOZqhfdjHwg/eo+eJCOntrcV/x1P9JN97B/Hqq0iOltlW+BuPUXrvHO4nVsiGpKoIo1WMnr74HmooQLhzP/mP30f1+XH3DhAWa6O/xclzbOt/HUmSmcp9Qn9k7XNw6/WdvfoWTs3PztCROy7wNgvTaqIbVSaS7+F3t6M5A9f7iARdsQMkc+fJlScQwkaWVQKeLhZz5wGBLKlUGml644/i36Cs5ObzTFRakeCFoKBamKdSnKd39GVUx+YX2jt3/DZnTvxbpB0KPb59OJwehnpf4trEGzSqGdy+OCl5Hr2UI+1IkrA3b9B5I0vSLq1fjnX52j/SyCVJHHoZ22gibIu2Ay9Qy8zjjnXh9G0u0u0ZGCb33i+IPvsy0ede+VyJxg0Y+RxLP/xb2r/3e8we+ymy5qJ72/rzTmhoP7mrJ5hMH90wWyRJMrLiQN6EW7giqxhmHVvYVNud+JfMz/RdvmzEcm4Wg3Wmlz6iv31tudlmoCoafk+rDK2j7iXq9dGslnFpXczJUwgEE+d+hFPzYeg1wokRXJ4oS9PHkGQFty92vXLAIBgbIhDtR3V4KGaukUteamXxr6urBSJ9LEx8gMsToVHLEe3YTXsthmUbGGYdp38nMupKT03h/lyn+41Cda7Vf1Rfoq4XGGquDdBu4eHEQ0M2ehOPo61TRgIwI0/QqOTpGl7dNC6EoDRzifZDr6yrEJWXk5ROHify9Iv3lWgAqIEggf2PEtz/KNWxSyhuD6rn9hG5YP8uCpPnuDb7JoNdL6Bs0oviXvFZS57uJyxTZ/zsP4KwUf2bj+TYtkmxOsd2czey/uV8n2lXS75RN2sEXd3EgsPrLlRvRKpvQJIkfO74mv3Wg2HWuVo7hsPpxR/uXaVG1KwXmUoeJTxyCE+sZS6Wyp9DVh0E9rZ8aCrSEko4tPwe/eIHrXPa1to/kT7H0rFZtv/RTR4L//grlpINunYEyMzUiPWurgmv7d+/htf5oqt/u+kzRfxxjfNvp/BHnUR6PKSvbwvvaKOZr2NdPUZp1/USKdNCdq1cO7vRIP8PP8Wu1qiQJDby5LJ0bPuv/TZmqUhtegKpe+2CNzzyCNMLHzPY/hy9wYMbXttCeoxKYR6XJ4LLE6afO/d43A5No4pDdSNLMrnyFOniVdzOMNvsXRiBIKbVJKH7W1mxxQZDDGMKHSFES1CgATEGqLRrmFaT7loHV9LH8bii2Nd7hNpCtz/HzkYCpAS5wX5mLv+CnpEXEQhU1XXHTIQkK3Q99WuEbmrYdXkj7Nz5O8tjRlSPkw9EiOltdzUL9YYfQbIVUGDRGl+ug08pC1QWJxjsfoFU1yyFibMEekaXDfpu3NebgdmsU5+dJvLkESRVxd27vnLh/YYaDOHq7sU2dOxmc0NfjRtQHBqK8/blXarDhWHVmZOnGJR33nbfjsgeJkrjDCWH4CsuWSpJEvVmHt2sMjb/Ft2xQ7i10Gc6plP1LPcv9liDpNoitNdiyLKC7baYt2bJLJxlm+dRFNlJNlDFtkzyqSvo9SJL059iNCu4fTF2Bo8gIZEOFImXgkgNiQ5fO9VGGlXrxVVrKdopsgPF+fnO4/cLQgg8WohoYBC/p5259PEv+5S28ADhoSEbN6LBt2LRnUIvlekafnZNNiAlz6IFY+sSDaNWpjR2jNgLryM7739dv3fbSlOnM56geu0KZV+FQPX2EezQwB4cbh9zhbMtdYyHBLKiEmnfQSU/i21bt5UyvAHLNrm28DaJ0E7k7JdLnHraVrwS7heEEKR8eQqZa1hmk46BJ3F5ViK7pl5jrtJqBG/bd+S6BKzN4tzHAAQfaS3gS40pqh+fJPj6i60a4FyB5vQSiT9+ZflYi0enGP3jQ8t9FWbNQG9YHPnTfj75z3MEYvf2jHRu93HpnTQdI34c33qOK67VE2+zUMfbedMzoSoIw1r+U3I4cMSjOA/tozk1i69/Jbpv6zrFEx8TfPTJNSo8Zr1CaeoCvq5WZO52JpLVYhKXt1V+0nsXQgTroVRLspA9jURLFldVXIwYO5FNGWRwLZmAsuYzVMm55rVlJ1/JwTZrJ1RbZVNLziIzqU/ojB5YJeiwHiI5DQafYvLCT3A43UiSQu/oK3ckHHE9Abdw/pvfozpcjA5trh/tZtzoIxHCZunEL+h4rEU2ChNnr4/TEvX0HG17n0MLxe+4YL8VRU+BpV/8J7REJ7b5xUb3JVkm/OTz5D98B2c8gXd0F9TW39eolkiffRdPop/c7i4i5fW9FpyuEM16mXa5Y83vcStcziCK4vjaeCPEgtswrSb+tM1U5gQ+V5xEeOd96ZtSFa1FyK9fKllS6DH7wd2/vE+8FCBg96H1hehodiA7ZLhliG8rh5af21bw6PbKkveCOwk/3E+oiptoYJBsaQK/p6NV1vV1w5ap3z3hoSEb60EIQW7pEn2jr677MNZSs4SG9q99n22xcO0dQo8/e0eiYdXrFJbOEek5RNWRBdvGx51VMm6GIxTBM7gN6UoSuu9cLlNZmKBZTDMjSfQGNo7Ifr0g0ajmUByuTU2Wtm0xvfQh7eHdhNJ33P1zhebwoxvV+0I2bGGTDdUoZSdpVDP45B7a+x5r6fBfh2k0mMl9iqU3CA7sxhNvRfWFbTF/7VdoHV3LZDc3cwKrVCb0a68iORw0PvkFSBKhl1buKyNTRPM6UbSV4cT+xXvse72daI+Hb/zXK71IdwtfVOPFPxvg6H+YRRSbqDeRjek3rmA1LVId+5bX2WrIh1lcrTLleWQf2b/6W5RICLtzH7LTiVWrkvvgV3SNvIDDWLtQy176mMiOw7fVsxfCZnHiw1Zfgtl/3YH87r/jYu4culHBrYUp15cYMXciX68DvNdj3oqbDSK7ynEKccHU0gcYZp3u2KHlcpH1EMlp2NueI5p3k/IXmb/2Ll3Dz31uvRabg0T7Y62eL2FbIGycvjBXr/2I6I7DaKE4xcnz1HOLtB/anKJbUctR/PQTXJ09yJrrc28KXw+K2030hddIv/F92kuPbjhDy06NtgMvYlQLOGdLEFqfbKhONxW3REf9zuVj1UYWnztBwScIpR9sJ/HNIJgSgBNk2KaPkgsYjC28TX/iSTSHj1ozT7WeJuTrWe6Hu9/QHD669HvzrLgVDb2E0+FFQqZcWyRVvIoQJisHby06b6w9W71R4iYP0JbUPIBuVFEUJ/HgyKZKcDeDVn+IE8s2yZbGGTJGvpC+xy18NfDQkg0hBFfrxwjGhtZMmqbRQJYVrGYdRVs74aRLl/AMDOMIhu78OZZJ5YNPCf36bkq/egcl4MP32DdW7VMhibBs/MrGqiGu7j5yH75DMyoTc9+hDlIIFKebWnqOpWCchLhzg/TXAaZRI5IYRardeYTLV6Zxa+EvnWgACAS2bVJvFu4p1Z+LGpRzU+iNMnqzjEe0EYoP4+p/fA2Jtswmk4vvEh45tCz5aVsmVrNOOncerbMH7/B2hGWRuXwU2ePC/8LT2LU6tfd+hPfAMO6R7uWmcLNYhV++Td8/aZVPtU8cZ9w9QijkoJLV0esW536xxKHv3JtZWGqyyk//X2M88Tvd5M4ch1eOAFAYy2CUGkiqQnz+NJnu1ufr8xnU8C1ZzOv+H2oouPz/5tIC3qER6m2gllZkroUQ5K8ep5aew9s+CFJo3fOqlZdYmv6UcGJ7y3TvHiCEzWLuPLYwiQaGqTWzDDWGv5AoZCgtEWI7pjCYKlyi2szQFmwp23hda5uEYwUvSK2eDhEfZuriT2nrOUQxM45p1Il27MYX2nyp0meFJEm008eiNU5p+hLCtjCqBbzt/TTyS/i6tuFp68UVuYvAjizjiERpbzvEzMU37ntp7GYghCD3zps42zpuX8okBEYlj6Q6mE+fZMgTWVcZqZKfIdK+i6v1Txl07rttJsvrijG99CGRwCCfVQL1QYMkSUSzTnz2IJPJD3CobhTZgccVYzr1MR4tgiyrhH39zKWPE/R2EQkMbtjj+XnBtk1KtUUCng4aRmk5MzefOYXT4UE3aoDA64ox0Oy/K7VEW9hU6wUkwCm3Y4gmU40PCXq7cDvDgMC+bkx7r/1mTaPKZPK9VmN45qFdXm5hHTy0d4NlGwhhrzK7u4GZ7CdYegPF5UW6pXyioCxRn54g9vK31rzvZtjNBkK0IlCK30f61Fv4n32c6rFTCNteNkADMBaXsMpV/CMbL8hUrw8tnsAsF+EOQZjEoZeY//CHhIcOUE1OQeLrTTYsy6BRSePyRjH0KnD7PoZqI0umdI1hY/sDEXnRjSqK7KDWzN412ciG6yQnPibefZBAZADNs/b9jVoeWVaYznyCJMkEB3YvEw1hW8xdfhNZcyFrLrzD27EaddInf4l79yiuba3eDuPSRwSf348zEUaYrTIl2zARb7xJ37dGka4rTX30N7O0jxTI1C00r8rYR1ma1fXLUTIzNVSHjD/mRHGsntQvvpNGcUgIS3Do1zo48YMFdr3QxszpBSqzRWzLprrrUYzvv4FZN+B6y0VjYhG5Y7X0tBLw4xodJtR3EFlV0XMZKpfOobi9qIEgQriRaJGu3OVjlKYv4u8eQVjGmhGyUpijVlqinJ9mNPAsjsbmo9+1Zo6mUaHezFOpp1rjj3+AeN6LVDHwE/jC70dVcjDU3EbSVWBs/i1K9ST9bU8QDQ5vuNBqr0aJ+B5nrjBJpGMnwbTEteQJvIF2quUlfMEvzoU6f+0Unlg3zVIW1eXDk+ilnpmnMj+Gv/vuMmrBeohgx2Mszn+MFl/J9BjFPPXpCXzbdyGvE3z6rGgszqH6Aqj+VoTZ1psEt+9Crm48PTdLWWzTQFWdGNUSzUZxXbJh2xaZhbNo7hBLnjRdzY0JoeZouZD73QnIVz77F3sAocketpk7aLT58S7WoQ5SpBchbGqNLNNLH9ITf5RyfYlr82/hUN14XXFURSPs66PayGBaDbyuGLpZw62FVz0ntrDJFq8R9vfdlQqUEIJM6Rq50gQBTwdLhUvL8qoCmyF9GNW8iVhUuOuxQpZk/OqKypkTF9vN3ZQ1mYZRBlq9fZX6ErKkXv8OLsq1JLHg5hq9S9V52httLGTPosQPEnwAgnn3HVumfveEh5ZszErj60bi5puXEcKm4/A31mwTQlCbvIa7f2gVWVgPuYlPMfMFPPt24n10P579uwGwaw2WPvkpicPfWD5GuGMf3CY4Wp+dAiEwq1W6h45suJ9tGiQ//RmS6sDpD7cyGl9zogGQnj1BLnkZp8vP3uirt923VFtkMXeOYWMEVXowGu8UxYnAJhrYnGJXIW6Tmj2BqddRG256tr+0rlqQbZlMZT68nkqXiWw7hBZaIWK2oTM39jae4VE8fYNUxCKpU7/ArtbwPfM4jrbY8r5mtozWff1vCcLjn5L6dI7e17ajuh2YNQMt7OaFfzbI5ffSvPYvhpm/VOLax7k1SlQ30F8Y46o2iMuvriEb85dK5OcbOFwyT/9BL239XsYje2m+N0l1oYS/P4xdbxIcjtL+VD+zQtAYW6Axvoj3+QOrjlU/fR4lFMAZaUXsG7NTxNr3kxx7j0TPYWSfihA21eQUtdQsDm+AQO8OovXV8qO1coqF8aME48P4Qj045M0tPHWzRq40Qbm+RMjbg8cVpbMUa2UwCnzphFeSJDpKYToIk0oMksxdIOzvQ77NYsmpehhkF+RAyAJh2yzNniA9e5I9T//5F3buDk8A2enCHe0gf+0UskOjx7ePq1Nv4E30r9tvdyc0FuZwRuOUL57Ft2MPRi5LbfwqAN7h0fue8SifP4132yiKz4+eSaH4ApilIigbl7e4gnHyV0/Q6d1Fz579G+4X7dhFcuoYRqPcEoW4TQ29oCXTqs0XQXpwxD/uNxRJbRGN64jn3FTaNZyqp1U+tljDg58Eu9D1BtVykXqkyfjiuzT0Aj53gnxlGofiZi5zAq8rhmHWMMwGQW8ni7nz+NxtqIpGubZEungFrytOqbaA2xnCEia6UUZVXHTFDmJZOkuFSy0ZanMXclmmk9jqk/6cEiyyJBNMQ5BWGZ4tPMx6Fwl4u5jPnMbnjlNtZCjXl+iOHaJcT+JyBnE7g8xnT6PIrVKs5YyZBDY2ptWkXF/CL+Looo5L/nplyrZw93goyYZtW9QraRJ9j67ZVpkfo/PJtY2LQgjmr72NME2csTs3cQnLwiqWMLMFHO03udVuH0JYJpnL7xMZeBTFfXvXViEEufffQnF7COx/hKKnQLAWWndfs1EFSUJ1eekJHFh3n68jbNvC429DkpXbNsOZVpPF3Dm2GaMom5CD/KLgUFw0jcpyPe3t0DQqzI0do2v4WZyuwLr9KaZeR1GdTGU/xpPox9exWk3HqJVJznyE1agTPHgYra2dsjlH7cRZ/EeeQgm0ypDspo6RXMLpyqPGWgsfs1QjcPU486cX2f8vn1nVpwFw1b2DcmYegK4dAbp2bLxgquzdx0Yx8NFnYnz8n+Z49Ne7uBbc23pRCDqfGSC2r4Mr/8cptv9WB9N9rzAHlD+6hFmo4Nh+ENmzQryMxSX0hSRth17F1psgK5iVMsZID0Ptf7RM+MtzY9RSM7jCbQwmnoX62nNKTn2ML9SNyxulo7Zx9sy0miiyc/k+nEl9QsQ/wLZiGMm40Q264du/VLTlvZRcYfKVGXyuOIriXFbg2QiSJLHd9wSLriWcLj+F9BjB2BdTDrat5xWSYhohLPYd/NPl1yM7DrN47A2Cg3vwtg/c1bkoHi+ebaPUJ69RuXgWRyiM4vNTOnMcYRh4BrfhCN+bH4VZLiEsE9UfZOGv/x2dv/+n+HfvR3ZqNJMLFI4dxchl8O/aC42NjyMpCvX0LGPVnzKy7TsbeqG4vXEUxUGse9+yL8NGkCWZjuheruTO0Z94EvfC1zO7sR5aYgpr7xGn7MIpuwiXoW65yIejRAtuNLn1TAjRTiki41DcuBYqLNgZPFqYmfQxFNmBbVv06/1UfA6G9G3Uox7k+QwepYdazMPY/FtoDj9d9Xbcsv8La+TeCLKk0FfrhpqNT4wwLl2l1izQEdlDpnSNpfxFooFBIv4BLEunUl/CMKuEff343G3UmwVisp+mUcHlDGKIBtlgna7yFtl42PHgrLi+IAghmLQvrpL+vBmSoq5vzmNb2M0GsZe+ecfPKBavYlerODoSNMbGce/ZsWq7a8cIzfGplhPzkafw6hFs01y3IVGSJCLPvIhRyFG5chFHMERwYH03Y8XporY0DZJMYnT4C3M3/TLRrBeIdx9gfuwddvieuu2+htXAobhQzAfnts9FDZrVCh2RvZvaf8q4QNfwc2ju9Z3ihW1xbfYXyIqKFk6sIhoFZwZh6JTGjhN+8shy2QZA7cQZAq88j+xaiWZb0yfQry1QmkjS+6/+EIDg+ElSpxZopKtriIZZMyj9zVs8/jub903YCBOf5snO1jj7syXCf9J6rTJbRHEqXPvbswz/7j6maT3DtmFSvzKL79XvYl75GBi4fi1sKh9+StujLQGI3EfvYZaKOIIhwlZLSca2TCRZoTI/xnD3y+s2PQshWJo+huYOMuzcv6FC0A1kSxPEgsNki+Pky9OoikYk4/jSFxKbxVBjmBllnlx5ErczRG/bnU0NZUmhq9lJZ9u3maxdJn/hx4TaRgi3rZXYvVGHfr+uR7vUt2adGG/GEdsfIXXyLUrTF+l49HUahSW0wPrqgjejd9frYEGwK0qmfJlmcoGukReZbfwEo5CndOYE0SOv3PYYG6F44mOsaoXw089jGzpWtULx5CcomgtHNI4jHMURDNFYmCMYWd/YTwiBUSvj8IWQZLXVIL8BVKebvp2vM3H2H2mPr83W34qgtwuXM8B85hRDt7pgPuRwKz7cJd+qLIMkSdcb0WsgyXSX27BEBBkFCwMJGUVW0bKABL6kvpyx8izWGBV7UHXnXflCfVFQJJX+5iDluIw/bTOmjBHwdFBrZBHCJuDpoFJfQnP4KdbmWSpcQjcq9Cnd7OVJtKwTSZbpKt8+WPGVw5Ya1T3hwVl1fUFIelJIFZnwOr0ai/bkuqZPQggylSuo/vUXeAC2aVKuTSJ0A31ugeA3XgJFAdPCSGexCoXWjpaNpDlpTs7g3jGCmc5Sa5OwRQM/65c8qT4/5QtnCD3yBEF94+i3Wa/gSfQz3PPypqRfgTXGfNBqIpYV51dicZRZOEchNbZu782t0FQfTePBitblK9NEA0N3vNb1ZoFFxwJCWBsSjaSYpDB5Dnekg+jOx1dtS5cvUZ+dwhGO4h3ZuUw0hBAUc5eQnM5lomHrOqQu0BhbIPTyQSrHWyUkkakTpMYybP+DA6RPzq86fi1ZpvnGUfa9liDef/dRLL1usXStQq1osHiljAB+7f86Sq1okLq+j783xNjfnKH3tZFlogHQGJvHs6MXSZZx7GgZeDWn56h+egrPnp2r6uwDew+iBkPLUWOrUcM2dVSXbw3RsC2Dcn6WQuoqvnA3g8rqXpBbYQubUm2BgKeDyeRR3M4w283dSNb9UZT6oiBJEn21bpp2lDHzAoXqHCHv5gikJMkMSjsRgR2Ml89QTI8D4HQHcWo+NHcYly9Gs5bH5Y3clVng3UJYJlowhrd9gOTxn1NNThLfdwSHN4g72nFHnyBZUWkL7YZQ6++uHS9hG00Wr71P9doV3P1DCENHdrk3NVYahTzu/iGwLYRpIrvcGPksiNYz11ycp3PkeZIzHxF1rx8MA7CaNdJn30N2aIwOf/fOY0clTTC+7Y7ndwOaw4+qaFxRL9Ie2XV9Mb2FzeJG1lzlziV8d9Pg/WXAKbuIZgEZ+hKP41lsUE4olGtJIlkHIXEQudh6jirtfdSaOayciUvZymRsYTUeOrKRS16ib+fra17PaGkq18Zof2Rtzb/VqFI+d4q2b3xv4+NOHENyKOizC4S+8xqS2rq0VrNJ7m++j/fwQTxKHEmWyR3/kOA3XqJ5bZLqsZN4HztIKLpjw2MLy8IRCFK5cpHQBj0bZqNK/topjFoJvV7E5V0/KnYrDL2KorpQ1JVBb2H8KO0Dj+NwPvgDRlvPQSyzyZDjzpmBfGWGWGD4gXJf7ay1M2NdIujduHFTCMHV0od0Dj+Lp3dt6V/OVyR78WMc3iBdT35n1SLqhm+GJMtEj7y6XDYkbJvc5DGMxSUcne0EXn4OYVk0jr+NVarh2d1P/A9fRHaoaD1xOgoXmXxngn3/1dPIDgV/3wopj185xuTJAo/+ehczZ4v07N6YlG+EiU9zvPPvpjjyf+rHfvYJ3DEvUwBxMKo61/7TGaCVPVnw71i1dq9dnEHb33JRtps65lKa2smztD/xLSRVxdZ1CseO4hkYpjE3Q5e2spBTPX4WP/kJ/YnVWbFc8hKl7CT+cC/D7kM4zI0XxZbdMukoVucoVhfQzSo9sUfwJhtfKZJxKzTZzU5xgOnKDIZRIx7afMO1JEmtLJCzdf82jRJ6pUaelu9LrHMPV47/NT3bX8AX6kaSlDWL5pszIKZev+tMbcLuJt6VYGzmTWI7nwBZpjRzCW/7AMWp87Q/sr7k+UZw+kKkCueRFAWrXiPzy59gVcoE9h1CcmrUJ8cIHnycwomPcPcM4BkaWT5+M5Uk/9G7ePoGsU2T0pkTBA89Tm1qHCObwr/nIO0djyFJEr3rzE+rrott4fSH0cv5O56zbZmk507R3n8Y7rz7MnrbDmPZBuML7+C2h1ZJJ2/h4YQvqYMkE0wJgrQEFNLhGm15X8sjJNnEh5dj+i94THv5vmcwt/DVxteWbPzlX/4lf/mXf4lltVLMlm0waV7EE2hfE/W3bYvspU9of+y1dRu/hRBYtQqVqxcJ7l9Z7K1WlRLYlRpqLILkWLmsis9L9A9/i8rRT7Af78NjROGihDbQS+XoJyg+L8biEtyGbOTefwv/noPEvBtP9tmLHxPedpBIJXjHh9u2DPKpqzhdAfJLl5EVJ7GuvSAECxNH8QY6WJz4ENsyQJKwTJ1Y554NS8++LFSKC9SKi1hGnWlpjF57/TpxW1hU6xnSxcsMGts+t2a7u0UqXCVXmqSv7ckN91l0p8gunCOcGMUbWCvjmfUWyJw9SuLQS6iuteQwUxtD1rRlJ3CrVqWiz9GcnMHZ24X38EEkpfU8NCemUYNeot95YtUxjFyZ5MfTOALamoytbVosjVeJ9XqI93s3zGqcfXOJHc/FcGgrz55eM7FMgTvgwBfTiA94CXW4yMdWHyN3YQlfd5DSjsMoThXRNKhdmMM92kvxnTMoPheK34et66T+8t8B0PH67ywT/trkGHoqSWNhluDBw63ztkzSp9/BbNbw92zHqa7uLakUZtnmeRSH5b7jKJktjTOT+hSfO0a/PohbGYDkbQruv0KQJYX+Wh9j5hUC3i40h/euTcIkScLlDOJyBgnYMOFsMH/tPXbHX2E6dYnc4kVs28TjT+CP9OENtGOZOo1aDsto4PJGuHL8P7LtwG9vOoiyfP6Kg+0D34Q6FB0uvO0DdKrDLGhXSR57g/i+59Z9bjZCW2g3HNyNbZnMLS3S8+hvMD/2K5AltPYuln74t0Rf/Abpn/0jufd/iX/PQTx9gxRPfkLk6RfIf/Qukiy3+u9OfkLXjpdIWSZqILTpa5q78ilaIEojl8Q06jic65ep1Ctp6pU0iuokmndjmA1Uxblp0z5FdtAWGiVnlGkvbpGNLaxFouBfE1C54duhd4eQZpdwSl+ze0fwYJUuPUCncjt8bcnGX/zFX/AXf/EXlEolgsEg12oniXfvW1eBql5O4Yp2oDjWqq+YjSrzV9+m/Xu/v6rGHWDmr/8Xen/nz6hYCyjBAFahiD49h2g0kW5qUnXEo/iPPEnpzXexH92H7HFj5vJo/b2Y+QLO7o2lqIxCDsXnR1LWRv5K05eoLk0hbBtnINIyILvDfGXoNebGfkUoNkS9kmHAuZtqQiO7cA5Tr7Hd9yT5YJNOqxen6kEIGySJqUor0uvQWuUm8e6DX2rEwrYMJs/9EMXhwuNPkE+N0RXpW1dHvliZ49rCO7i1EHpHAG3pi3UGXg+2sJnPnGKw/WlczvUNuW70Cgzt+x6KuvbeTDJN8fx5Eo+8gqqt3G/CtlmYOYpZLoFtE3l2xdQsc+4dtKEBXDtG0PpWSmOU5gT65VMEnt696jP65UnG3jxN3+/twx1f24S6275MfmeAUz9ZpG3QS+eOVpOjXjNRnDKK2lrYjB/LEUpoeCNOoj0eCskGb/1/JkhPVXn2n/axcKVC4s9eZ/KmPhCzZlAczwLQLDaQtZZ6WPnkNapnJ6hdnMGRCOPc2cpK1I6fwb1rO82JaaxaFSIx9Gya4vGPkFQH/j0HiHlbPQTlmct42nroUNfWpS/NHKdZL1HqhugG0WAhBOXaIj5PO9VGhqHO5winFSTl6xfFa9o12sO7SBUuYlo6iqzS23b4no83qOyC6C4WXEuMNlrEVghBrZkjmZ0kNfMplcI8kiRfz3rIdAw+RXruFN3bjmCZOtXSAoHoALZtIcvr99mt+dzEM8v/73SOkNuZYOnELwkO7MHhC2IbTVyRDoRtUZq+iK9zaEMiIisqvbtbPRC9u7+BEAKzVqYemyTQCFLpGcDV24/sdFI8+Qk9O15BMdzYBx8HIfA3Q1S8fhy+EL2R1zZ13W6QPKvZoMu9G2lkD0kxTZvVtW6vUXLqE5q1PKrmRXhspqxLdFsDdyWvbQsLW1jUrTIu2bcVpd7CHbFXao0N2nwRtjJiW7gOSYgHiaLdf9wgGz3bX6Jvx9oSqYwrQ/bSJ/h7thPoWWlmtC2TnD5F5cqFZcWeW5FPnsUtohRnzuDaOYIwTdRYFNHUcbRFkRwr0qqVj44DYKazOPt7UKMR9LkFov1ry2Lg+mLm/GmMbIpE92GcvtCafebe/3u29X9jVQnUzdCbFWrFBYLxbdQraTLzpwFo6zlEJLd5DfAbyEV0bNukmBnHH+79Qk28NkJm/izV0iJDrgN3VM1pGmVmUp8wrI9+4WZN66FhV5l2TjHSvdbh2LRaGpWLWhJFdRGKr5bFFbbFxUt/S+/zv7ecmbiBrD6JUcgtZzMA9PQSNSlLc3Ka0LdWN7cKw6Ty5j8S/ycvLi/ob0B9+xd0HRnE094iRJZuYTVMnIHW/VNLlin//btE+zxceCvFwW93cvDbHSSvVfAGHfjjGqpTpprXeft/myQ7W+fFPxvg2N/NI4Qg0uVGkiW077247NUBoJebXPnfT+KOe1l4b5LYf/unSErrNyt9eJHq6XGcnVGEvwdHPIYSDFD40c9pf+a7zPzH/5n2F7+H1WxQvXyezm3P4/D4l69bZWGC4tR5tvW9turZsS2TammRhfH32N/2nQ2yZDb1Zg7DrDOx+D4eV5hoYJi2/INfcngvEEKQCldIFPycNN8j4u+nYZQY6Xr5c114Xqkfw+Nvp8fsXX5t0Z26nolVMfQ6wjZRHC4QNrGuffjDvbc54vqwbZPZ8hlso4msqDQKaSRJQpIVfF3Dd+3V8XlAWBaZix+il3IoLg9mvcL2wW/dMUOhN8pYZoNc8jK98gia4+7uUds2uTr/S7abu7nquPjAqfht4esH09Z5K/9XFItFAoH742x+v3BjLflSx5+hyg9Or41p6/xy8X99IK/ZzXhoRo7QBg1y5fkxItsfwR1dLcJZkJNk3/k5wUOPYxRy65KNcPteCqnzIElIsoRrdFtrcv7X/4bI73wXRyKO3Wiizy/ifewA+b//CZIiI2saVrmC7NzY56GZnMeqVeje/sq6k3o9u4Bl6Fhmc12yIYRgfuwdvIEOxs9+H80dYlDb31qQ5+50tdZHJOcEnPjFAGOzn1LOTRPt3E2lMIfRrNLWe2jTKfr7BVl1YplNihGTeOn2+0qSgmnpGKKJJn25Sl1CCObdSbojh9bdngvV0ZsViqkJOoeeXrXNNOrM5E/gDETXEA0hBI35WTxDqxdJmTPv4tm/m8BLz64+1rVPqI/N439y1zLR0JN5FK+LbmuSmaUKrugKiRupXSA1UaV88AkauRqpv3qLA99oJztX50//14P89X9zjsFHwiBg8mQBgN0vtfHzf32NUlrnuT/u48zPljj4nQ4++bt5ZFXG8e3nkWQJo9Lk7L/+kG2/s4/8lTSJwz2kojuJZGvLRMNu6NSvzBJ65RDFt0+jONrI/oe/Rxvswz26raUO89oL6EsZmovzBA8exmG1iEYtM0/+ynG8HQMM976y5rlJz51CCBtPoAOBQFonTdjQi1yc/gltoe1EAgMM1Pvuqhb+qwZJklqlEoBbCyHLKn53gvnsKbqiBz43wrHd/RjckoDsqLcRcXuYl2dwaH765dGWvKiwuJY5TXbxAk5XAEXVCMaGcHnWin3cCllW6Qve9Axef0uzXmBm4RjNYobIyCOkzx8lsv3RZdL6RUAIQSO/ROHaKQK9OxiIPUnOV0RSHEjFO4+zTpcfvQF6o4Bwb6xYtRFMq4lh1lgMZBkt7/5K9x9tYQv3DVtqVPeEh4ZseDdwte307GBu5swasiGpDkKPPU19doq219b6btxA5cNPsao1RLOJNtjfmpz/xX+5vL15bZLyux8SfP0FJIeK74lH0GcX0GfmaDu8cSOgVa3ijMTWNk3aFo1Cmuyljxnd9t11iUa9miE5+THB2BDdRg92eBj5Ppo0aQ4fu4JHyIbrzF59G48/gWU2adRyuL139oq4nwjFt6HXC1SKC8Sl27P6YnWOoLcLrfzlSwKnIzVcZgCPtn4NerwU4GLpNN3bjuB0rV7gTGc+JtC/G3dkhQALIcjWr1Edu4Sruw/nTQ7I+YXTODoTuHetliG1dYPGxCKJP16d6bDffAtvX4i5TI0d/8WjyI6Ve2c8tBcOtjIcA+VLOP/lt7n6b3/GC/9skPO/TLH31XZCHS5+9N9fof9AiOTVCvn5Oo/9RjdXnSNc+MF7yDIs9h8i+rvDOLtbPUa1VIXs2UVkVebiv/0Ud8xLbG9HK3L9G98BoPD2afSFLMEX9mO7hvB/Y5D6+Uu4tg/Rdmil2TcYGaU8dwKto5OQtXIdcpePrclmANQrmWWiMep9Asm9/kKuVFskXbhCyNdNRzW2rLX/sKCr2Ymiq3iVELPeRUq1RYLeL84tHFpjzyA7V70mSwojrkPYmoVuVCmHZBYnPsDtiyNJcqtnoWM35cIsDqcPt+/OY5TmDrGt5xVmq2eZ//AHhIYPkD7zDolDLyM7NGyjSbOYxh3pXEP4PyuMWpnSzCVcoTjpc0dpf+QVaqlZhL+bSGVz4gvZhfOU8zPYtokQNhlvkW7j7qKeToeX0Z7XGZt/C1c0SDijPhAZ4S1sYQtfPTw0ZGMjKIpz3YCNnkpSG7+CGrjD4K4q+B4/tOwQfitcO7ZhpDOosRj+55+ieuwUbftehN71I9pwXb0lOY9nYHU2xmzWSJ18Cy0UJ9i/G+WW/gRhW+RTVynnphnxHsZhtBbV95No3IAkScQKHiKhF5CQWPQtkZo+Tte251AdbmyrNcltVOJ1v1AtLmBZBsPy7WVJASL+ASaTR4GNDdm+CJi2TrY0zvbujd3Ol7w5fHL3KqIx37xMNTmJ4nCtIhoAmeoVjHyO6AuvrfIRsBp1mjPzhL6z+rPk2jUq75/D/+Ta66Z+9xvUf/Ymg9/bjcO79vdrFupc/u9+gPI//i5mqYk35GT6dAEAo24xc7ZAqMNF56if/LYDXP1//Aj3b7+EW5Jw/+kKwfb1hJb/P/vmGHqhjupxEhqJ03jiCDM3vkOtSf6NT3G0hfC9/GtYtk397EUal8dw7x6l7eBK9k9YFqWzJwBIhFsKZcK2yV78CG9b75r7UQib5NTHredF3ZiE2rbJYvYsw+b2llzlQ7jmsjuiVJo5vCXwudto6MWWY3L2LAFv56ZMKT9PyJKCyxnAVYRo4FkaehEhLHLOKlMX38AX6iY1c4LubUeolhZxOH0Eov23PWaPdy+MXFe667HJnD+Kpbea/93RTvJXT+LvGcHfM4qlN2hk51smguvI6lpGE1ldkRS3TQNZdWDUyhiVAg5vENsyyJw/Snj4IPlrp3B4AsQaMaaMa3d1Lcr5GXb4nyHlL7AwcZRuY31Z9TshX5km5OthfPFd9qlPf+kZ4S1sYQtfTTyUZMO2TCbTH2A16wjLxNu5nsqSaCmJDKxvbFQsXCEQHMHZ04WRylB88x3seh01GiHw4jPL0S5JUfA9+Riy5sQqVxDmxs3JwrJaDrLFAp7+ISLK6gmikU3iinbS69+/7vsL6Ws0ajm2+57cVARKCJtiteWXcEN6NVMaJ+zrRVU219Nx43M6G+1ovSFmr7yF0xUg1rkXSW5FFWvlFB7/nV3X7xamXiM9e5L2/seRinfO8UtIWJbOpHuKWiPHdnsPqrRxKdvngXSkTq40SdDTtWEJSjpQIjt7np7tL6163dIbOP0RojtXq0UJIahdu0LspW8uKzDdQCl3Bdf2FZUu1Zom/4uTODsiRL77FGpgbXTe9elR2r+9A1fMQz1dWdUYPlI5x9J0lcjv91IFnAEN1a8yf6mM5zdeoJmvk/zh+3jDDopLTexgq3yjnq7iaVvbYG7pFovvT6IX6ogXXyCaukhx5LHV0rbnp3D1J5C7DwBgpjIYC0kST34b+aa+qMbiHKUzJ9CXFhh6/k9WZEeLaQB6bnlubmQAw4kdOBobL6KypUkyxat0RPehpuwN9/u6I5SWCNFyzrZF63fVzRr5ygzF2gKd0f0EPC0SXGvkcDp86wo2rAfdqGJYDbyue3PmvhWyJOPRWjVRXjMGwT6ELZgI1MglL+ELd1MtLlLMjJPoexSn685R/w5lCDpu6Z3y7Ga+cZHFT36C7NAQpoEkK1SXZjDrZZy+MMHBvWQvfXy9L8RB24HnKU6epzh1ge5nfp3K/Bh6JY8kq1h6Hac/QtxIEO15GWG35ov+6OPrndK6EMJGCBtJkmgrh4hG796AUAhBsTZPvjzNkDFCsPdbaMnmXR9nC1v42sG2gQdoHrAfoHO5DR5KsmEadYRp4E30EejdsWHde/SF25Q5VarYWp22fS9SSF+gevIsaiQEloWZztKcmkFSFMxsnsbVcQKvHMERi64rrXvz5xqFHL7RPcTcw6tfrxbRy7k17rdCCDILZ6leV28Z8R7ekGgUqnPYtonXFaVSz5ApXiXg7USSZFLzVxDCwuuOM77wDt3xR1BkB/nKNEFv14blPjcjmncRvV5eNT/+PrHOPTg0P816/r6TDdsymRt7h1j3PtLzp8nKKiPux25bQy7LKkOdR2gaZWquPDl02vJfDNmwhIkpdLLFcbZ1v7zhb5QOVkjNnKR3x6soysq5JcU0zfwSyjrqOEa1iBoMryIawjQpVSZoTkwT+l5LNUcIQeFXZ4j95jMo3vVVQrQPf4Xs0/D3hTGqOlZzda13vWxSSjURL6+42EuvHyFx7EOqv3of96tH0LrcDD4aZrptP86qzsFvd9K83lBuVHVs00YLuqjMFZn8xwu0P9mH8pu/hiRLFCOHaYwt4OyJYRWqFH5xEmFZeJ5dUewxFpfQhvpXEY3K1Ys0kwv07n6dscX/DatZQ3G2vmMtNYs73r1mfliaOsaI93EcjY0VU8q1JKXaAiPmTuSHmGgALARyOFUvsZxGOKNyzbmAqmhoDh8DzUHGsmfwuVpZw8nkUZwOD0MdzyPLCrpZI5m7QMTfj88dxzAbzGdO0hlr9ZE1jBJL+YtEA8NE/H0ApAtXsWyDRHjnhs91rZnH7dycbKwkSSt+PFVAjZGN11maOY4kycS7D9CoZqlXMwSjA7h9d86ASrJCt2cP9O0BWp43uSvHCfTtpM3sYCJ1lIWPfshQ/6u4PGHGF99h/oMf4O8dpePwN0md/hVGtURoaB9d2ii2bTI2/XNERFzPwm0+MyyEoJC+imU0qRTmMH06quLcdODoBurNAnOZE3i0CEPGCA5Zw3GdaBg9MaSZxS88SLOFLWzhq42Hkmw4XX4qC9eoLFzD3zu6KopqNqosXHsXz8Awsrrx5XH29ZD86Q/QervRhvuRNQ3XjhFcQ/00roxjZnKosQhWqYI21A9CUPnwU1zbh9Y9nhCC/IfvoHh8yK6VxY+lN1g89gZaIIoWaqNdHljzXlOv4fa3MSCt76JdbxZYzJ3DobrRHH6S+Yu4ncHWAqrUIlodNzojK2CKKNfSxxHCJhHZRapwBRB0xw5tauKK5t2EA88wXRkju3h+ucE5PXcaRdWItG/sKbJZTF74CdGOXeQWL9Le/zgLE0dhExl+VdGuL5D8zKY/pe7R6Km2fy6lZjcghM2YegmXM0hn4MCGRGNMPwUp6B55fhXRsEydwvQZQBDb/fRqt3ejSXLqQwL7H1l+zTZNUp/+DK2/h+A3X14muMb5o2i98Q2JhhCCykyBvf+iJSWbOj5Hda7IyD85sLzPbMcB6ACzYSD98n3EC8+guFVkpSWS0L1wirlvPs/09f0dXifWC89SvpTCNizcbT5s0yb5wRSNXB1efolM2IcEWOU6uR99DBIoV2YxsiU8z76G4vUgLKtVXjgxTXNqlsThbyyfU/XaFYxclu5tL7Z6pr79WzQmUmQufIgWaqO2NNPKatz0oFdLSVSnB4e6MdGwhU0yf5H+Zv8ab56HEUJY3BB1lyUZtxamUJkl6OtB0VXcWoiGXqTazBIPjaA5/IwvvstgxzOtzIVZJZk/j1xQW+VN5WkC3k4q9RRC2OhmjUzxKhKtjEm9mcelhZha+pCwr5fF3Dn8nnYSoZ2U64sUKrOUa0uM9r6O5libNdsMonk3UfdjpPxFMvNnUR0u0rMnKeemcboCRNp34g+3MszVUhKnK7ChrwVApBIk0vXicnN7f/Qw6fZ+XPb1LEvHIL7OQRKiF6oQ6X2NtLqI6vFDuRUQ2T7wzU2de2r2JLGuvciyirAtssmLNKo52qwEZs9BhH33TeEAufIk7fU4ASO2TrngV6MZdQtb2MKDhYeSbOT8ZdyxLsLbDq3RJ5+78HO8IzvwDK+/cL8Bd8lN2elEiYSwqzUkVUHxerCKJWpnL+B78lGqx04R/OZL1E6dozk+hefQPvzqarnYxvwsiteLGgxjlov07f02srQSzZJkueUqG3ls1QJUCMHk+R/j0LwYzQqJvsegyKrt1UaaVOEysqTSHtmNd7F+fasfamyoLqJKDoaMEWwstIxKhD7KCZXxxXfRHH6igUH87sT6b74OWVYZYAe6t4+rY+/SOfwsTlcAWbk/EbFQfJhSdoJI+05kRcXlidyVMo6qaAy0P02hMsfV5gUSkV2E0/evEF+3G6SDZRp6CcOqEwtsIxpY3xQx5S9QLSWxjDqWqa9xbs9qGbyJPiRFXZXZWsqepjE3Q2D/ozhjrcyRbRikPvkp3scO4OxZudfsWh09lUd2Olj692/S9ocvLSs83YD3+PvIo61o7szPrpA5s0jHM2vJLUB5qsDMWym2PdLA4/FTeaRlTPiT/+pv2Pc/Hly1r1FpMvPzq7Q90k3q+BxCQHW+hO/Pfw8VEJaNsG3q4wu4hjqQ+w5hz57Cs2cA2+1Bn5mn8tFxJKcDRyJO26OvISkK5fOnsBoNzEIeyeFY/v1DZhs1j4HVrBGTupA7+1bdG7nkRSqFeYa0A2yEUm2RxexZosFhnMaWVjxAV3l1pN/nitNdTiDprWsbD25nIXsah+qlu5pAkSSUxG4mFt9FCEF7ZA+BJQtTGBiige6uUW1kiJcDyJKCRAzJksmZVVRFo7fejdJQqbS3Ua4tMWyOklcNZtOf4ve0E6+GKcspkrnz6NffE/R2E/b13bVKVls5SJt2AMs2kPpkOo1uZNnBWPI4eqOIorrJLp7DMhr0bH9xU1kPaJkKJuwVP5t2elet1yVJos3qhPJdnW7r2HJr7hK2xdzYO7i8UYad+5BllRDcc19RNDDIdP1j/GZ0zXV0zGZhK6uxhYcZW2pU94SHjmws6FdJvfU2PUd+Gy24dsIIPvokhY/fA0nCexvCoXh9dDz/GwAsHf8ZwddfRPa4aYxN4EjEMZIptIFeFK8HM52l/clvr3uc0plPMcslXB3dOMOx5VKY0vRFGoU0sd1P4WnrI2lco0tZyQhIkoTLG8HlidCpdyHfIoW4mDuLael01ztbqjnLRGNzcMirMxj+JZPtYhe63mDGuohtW5tSonGqHiIdu8klL9KsFwDILV6gd8cr9yyTK2wLU6/RO9qqRa5X0liWfk/HCvm6CXg6uDr3Jm5rCJdybxFSuO6NklBZzJ3FoXqIuAaIBbdRriU3JBq2bZKaPUlbT2uBrrlDK8ezLZL2JMXxi7Q/8soqgzFhW1j1Ov7dB9ASK6aQ5eokju7OVUQDAFnCTJcIf/Mx7Ia+hmgARHYnmP7pFeb/25+z7Xf3Ed3Tgbdr/Vr24HCEb/7LEWYTq6/X6L/6LrVkmakfX8I2bYZ/ey8L703S/+0dLPh3wAhYpRpDzXGWgNqlGcofXUJyOZBUBffhVnZC6T2Iff2amtkczr5uogOPrfosI5dFdrnxDG5D8QfgeiC3MHGW2tI03o5BPL7EaqKxdJlc8hJ7IutLSgshWMiewbBqbDN3oOQeuiFy0whnFJBgzHkFrytG5yIMMwI61Lu8OObz+JfAf0M9KmWTj9sYlkFbPsBOe3+rnOmWpNGyW/X1n8eX1PERBhkSBRcJ/NAEW3HRHT2IJ63jlnswhU7KUWRi8V3cWphaI4tAEA+OEPJtrkFakR30sx2ur6e3ex4jqaaxrSbeQAfpuVOkZk9h2wbCtoh17iUQ7UcIgV4v0mwU8Yd7PjcJcMsykCQZWVZQVCfTF99AklXCbdvpqLd9JuGClrFilmoj0xIfMVtBkznPIoON9YMOW9jCFrawGTx0M2lC7qPRt5PkiV/S98LvrdneXJjFGU/g7lk7uJabM5Te+YCuV1feZ5QKYNlILo3yex9hN5pER56g0pzDrrcW+KK58UJYUlR6DnwHWVFxeFcWdrZlImyT5Kc/w+kL06HtX95WLS6yNH0MSZbplbYhqyszjGUblGtLlGtJRq0991U1R5IkNMnNUHOYK7mz+D0JZElpuYwjbRhNbK/HmCCJXi/i8kRw++MgBLZtrut8e8fzkBWina0a6Xo1w8L4+61m6lYfMIZZR1G0Tcs0yrJCf/tTzGVOIcsqmsNHvZnHFiYgYQuLnvijeBfrCGFTTjjIV2aoN3P4Pe2ECg5K4VazvbsSYajzCIq8Ev3biGgAzDlmCSe24wt14wt1r9o2kTqKForT8djry/0HAFlzmvLZE8huD849K1mEsjlP9cRpIr/1nVXHsRsNsv/m3xL//edxD69PEIUQ6KUmVtOk68gg4R1tyKqMbdpM/MN5hn977+prpirMdR9cTo4JIRCmjVFqMPXjy9hHjsAv3gIB5ak8zSefX36vGvCQFLupfHKZ5lwG32vfXdM3VXr7KFapDEKghkOE+1tlYnouS/HER7i7+xCWRfnCafoe/01cnlamzWxUqSyM403006asjnDbltlaqCmODe/VpcJFZFlhoNK/5SuwCVyQT9Hu30UgLVaNNeOL7xEK9NBdXt2rVW/m0a068NlNEGVJIZZTQGk9Gw5Jo6scp2Zp2HWbdnkYgWCmMk1dL+Jy+PF7OlAVZ6sPzqrf0QhUllU6Gy0yb4g6nh0JHC4f0ZwL3awxlbuA29/G/Ng7OFx+nJqfzPwZEn2P4Q20muWFsMkunCecGN20Ot/E2R/Q1vsIvlAXwrYoF2bJJy+DJGGZTULxbRQz4+wMHGndy3cXSwKgaVSWy89s22Ri8T00ZwCvK07A00E1ouFdhJ5a50OpvraFLWzh/uGhIxszhRNIikrn499as81s1qnPThF/7burmk9vwKt04n3+15f/nv/5X2NmcgRfPULpF+/i7OkkFG1F8dyVIMXsAs2J6Q3TXMI0kRwOtMDa5utA304WPvoRo0PfWbOtmBlnyPsIbudaWd6L0z8mHtrOkLH9c5sgZEnBo0Wo1JaoNfPMpo/TFh6lr+3whvtr7hC6u0i0cw96o8jkhZ+gN8oYzTI7Hvsj1NvUQa8H1dFaYLjcYWTFiXuhDg4vmVCN5ORHyIqDEe/hTTdHupwBhjqfo2lUMK0GbaHR5fcaZoPxxXdQHC0DMX89QTQwiEd7hEJ1lnwoh9sRZqR7/Wj5ehDCZtK+hNlo0HWLad/yPraFO9y+imgA1CfGiB55FcWzesHmkzso2wKrVkcNrty/sstF7Heeo3LyGp4d67ssax/8ipIq03VkkOi+DjKnFkh+OI3qcTD46y1ZZ73URHWrq3w3hBCUp/Kc/dcfEhyMUBzLEviz3yKausjkVJ6r/79TbPvdfcs9HDdQ+OUpZJcT91OvrrlmwrYxM1k6nvv11a9bFsIyEZaF4vHSOfQcYuBpZKebyuIk5dnLNIsZEgdfJNZsWz6uZepUCnNkF87hj/SxzfvoutcAwKG4r5PnLWwGQ+YIWkZdI3wxau9t9YPd8jh0lK6rTX2ORM6jrM7GDdQHyHlNTKvJ+MKv0Jx+mkYFh+JCllX6E09u6rgO1U17zd0qQaWVtW2Wiyxce4/2gSeIZB0gwPT3MrF0hkYlQ7RzN5n5s5hGnamLb6AoDlzeGIm+RyllJ69L70qUshNUCvMEogP4wz10Dj9LvZJi5sovsU0db6iLYfchTs7/PZongm3pjPqf+kymik61NX7oZo2p5Ae0R3YTTAmoghAq0ESSJBzS3TWYb2ELX2tslVHdEx46smEbTYKDe9d1glU1N56hEVI//jvav7c26yGrKkIoCNPE1puYmRyORJzG1Qnsao3wYCv6WiyNUbtwDiO5hFUs4Xlk3/rnojexqlXycpKw3YqC2VYr2m/WSji8AUyj0SorUTVMo0EpO0m9kkb2r200L9eSNI0y4ZyKY5OSk/eK7mo7U9Y4lXoKVdEIeDpuu3+P2UfTHWE6dZl86gr+SB++UDdtvYewLAOrVkDzhO76PCRZIda1lyvTR9kRfJbFiQ/o3/VNauUlZksTDHB3zeiaw7em2dShuhjteW3d/cO+XsK+9Rfwt0IIQcpfoJiZQG8UibTvWONsL4TNfOMStdQMrkg7Wmh1qV9BWcIoFZDUtWS4VBnH2d+DGlxb+qT43QjdwCxWUYNro8r+3hAL701i6xblmQKNTA2HT6M0kePK/36SwV/fzen/4X26Xxyi/1uta1rPVPn0X/2S7X94AHfMi3jxBZS576N4XZRijxMZaZU9TV9fiDYmk1ROjmHXmigBL9reFTdzYduY2RzNiRmMuQXcu9f+bsnv/0dcXb2EDj2+bNYnbIvSzCVK0xeIjB4mffY95o/+I7FH/0tAQm+Umbn8JuG27ST6DxPOOVFvUXSzhY1hVlEVF7KkYIqN5am3sBouef0MxUZqRZ+X4/jtIEkS0awDcBAVOzANHU3uBxMmXBMsZs/icyeuZzX9m5brBdgTvi5PnV15TVWcbJMf4Ur5E8oXZhDCZmfgOaRw67tfKL5Deu4kqZkTrWymJOH2xuiRhpnLTZBdOAeAyxsjkhilrRxqKampsP2R38e72MRhu+8pmNQ0KsiyikNxIUkSQticGf/PbO9+uUU0brpmW9jCFrZwv/DQkI2slqE8cxktFMcVWivDahs6S5nT6Kkk0ec3Nlsr5i5RP3sJSVXQ+nswkikCLzyNV+pYHqBrJ88R/vVvgixR+P5P8XvWr3dVPF7ir3ybzFs/IXywFcXNnD+KWa+gOF2EhvZx/p1/jxaMs2P7b5BdOEezUWRH8Lk1E6ItbK4t/IqgtxO5+fn/rIqkMtQcAnkIW7KYKI3jVL231cnXHH567G00/XlcngiJvkeRJJkrx/8avVEkEOmnfeAJNPfGRoqWqVMtLuCPtOQxb0g9CttirH6cjsGnUFQn5fwMLk8EjNXv180a+WCDtkr4C5tQhRBU6imynhJ6pkBb76M4nN51P79RzVJJXqPrqe+uihbbho5lNClc/Zj4K99Gdq7+/a1alfqZCwRef3HNMe1aHWNmCWHZFH5xkthvPrNmn0z3AeRXh9DjQbQP3sY2LAIDYSK7EuSvpJl/e5zgX/wu5Z+9Sf5SipmfX0VxqXi7AuQvp9n+hweY1QKE/ut/uvK5ukH9yhyyy4lVrtOcXkI78CyK76beEyGofHAMM51FjYbRBnqJ9BxcU1bVTC6geH109j+LZK1ct/kPf4hezBAZfYzsxY/YPvJrqxrsc8lLJPoeI1EJc+zcf6Tef5hee4Wol2tLLGRPI0kyptWkL/EEi0vniIl9n6tC2Ra+HCiSiiKtjI8D9QEKfsFS4SJNo4LLGcCydFzOANHA0D0bFUqSxHb34eX/34wdgWdYcCwghI032EmX2YMqa+CEYfZjqyayrHKlfox6NQutdm8AQmkZbmM+eTsIIbg4/SOigWF64o+QKY5RrM3jdUWvN5tvkewtbGELnw8eGrJRnL6AWSkSuymaegO2oZOXFqlcOINv1z5kbWP1GWFaSE4HyDKefbsI3EQkzHKJwsJZkCXql66iT82CqsJtyjJsQ0dSVIQQSJJEoHcHlcUJ+sOPQQ2ij/358r5tPQeZvfo2KW92uY74BnSjTMTfT7WRpdHuxZm6N9nDe4EsKfQ0epjJnWWo48htF/FuLcRu58tcM07TqGZx++Jsf+T3yC6eJ790hWYtd1uyYehVklMf4wt3IyGxMH6Ugd3fJta10lMghE2jmmPYsTajlPEVmb34Fs3Bp+jUu+4qinkn2MJm0jxPjzSMU/UghE3TqFKpL5GSF/GQINH32Bq1qZXzFkiyCgiQJIQQLC0dxyjkEaaJ7PagJTqoXD5PYO+KA32xMk79zAV8zz2J4l1bjqaKOUpnJvA/sRPfoW1rtgOIpkE0dZFS/AmaT72A9qtfMPnDSwBIEgz/3n4KAQ++0Ti5iynU3/oOskPF0zpbZm/5HpVjV6hdnMa7dxCrXMOuNnA//jIOxyK1i6dx7mzJ69bPXUJSlA0FFKDVp1E6e4LePd9EkiRKs1coTpxDcWpYegMt3IbDG0SS5VXXdmnmOMI2aSuHEAjCiR24/YlVqm3p4lVMW6c9vJN8ZYZ08Qqa049VN7fIxkMASZIIpyXqgRgOxU1/vbfls9SssmhfxqG4aY/svmuvihvHXg+ypNBt9NDd9weth+eW2+yGytR292P31TvMtJvs7v8eAptk/gK2bTDYHGqRr6UtorGF+w9b2Bii0RKp+brAFjxQEtD2A3Qut8FDQzaEZSEpDlhHe1wgcISjLSWqY0dvq0IVTuyBxJ5Vr9nNBplLR1vmY/v34Dm4l9Iv3m1JdKoq+fffIvTEc2v6QMxSkfrcNMK2liemzIUPie95Zrku+GZIskL3tucZP/MPRIJeXM4AQgimUx9hWTpd9Q5cci/SF0g0bkCT3fjcCSYW36W37TCO20TfJEki2r6L5NTHrZWsELh9cYb3/8aq/WrlFONnvk//ztfxR1qlSi5PmJFDv7u8z64n/nT5/816gcXJjxDCJpLYTkorkZ47RTi+jWBRQ1WcJOw4GV8co1nhUvl92vseJV66s3swwJIvh+YOtaKL60KgN8tcNT9elvh1an4cIR+dsadu61I8lfuEZjGDMxAhvve56yUOArNcQs+mkV0uos+/ipHPYpYKK59o21Q//JTI734PybH+49yczyJ7XchuJ5K8wQLI7aS0a8WZ3BlyE9vXUqOqp6uYtZbIQWVviyTcroJD6Ca5H39C+z/7BpazRcYVwKrWKH50jub0Eo6sihqPYC6lqZ27hBLwEYrtQtg2pVPHMPJZoFXmoXh8dG17Hvl6c60kyzg8fmyrlbbqCu+nWC8TGm41y9uWSWbhDLZlMOTYSy5qEMk62KYdWEU0oFWHX6ot4HXFieVuume3GmIfKnSWonDdHV2SJNyKj8GGj0JcMLX0IRISseA2Ap7Or1yJkWE1mE0dQwiBLKtISLi0IJ3l+CoRjVKbQrp4haHm8G2OtoUt3A0EVnccFqpf9ols4UvGQ0M23NEOqotTSOuYcykOjcqlk0iSROfv/skal+7bodSYonrsFP5nHsfR3kZzcobSz47hf+FpZKO14HT1DS5L2hqFHOXzp7FqVRSvH2c0RqJ3pbE6OLCbzPkPqIQT+HtHiZRXeksa1RwLE0eJdOzGobciBZIk4Xe3kymOcVW+wF7Wb9L+ItBRDJGOaOTKUyTCa2vudbNGQy/iVH1Ecn4igVaW6Vz+LeqVNPnUFUqZSaKde/CFunBqPjoGHkfzhO/42UIIrp74G9r7H8doVsinx9DcIdq6D2DoVZYcSfRGiWJmnEB0EFOv4XC6cWg+dLNGrZFFlpRWPbPqRpbUNYpWhfQ12qx22LBHQ8Ljb8M0GnQMPLHBPuujWczQefibq8qHJEnCt3MvZrWCu28AZBlnrG3FU8M0saoV3Pt2UfjBGzj7evDs372KdJjFEo2JRRJ/8iqSLKEv5Vn8n34IQOiVQwSf2b3u+VQPPI3YaZBPF5F6VURb6LbnL4SgOZOifmkGI1Uk/OohDLtjec0uLAszk6V8fIbAC0/jc3VTMRaRA34Czz+F2hYHGwofv49t6PTs+saGizpf5zBaIEZ5fgxJVnD7E/iUlpLX+JnvUysv0TX8LH1iBIBgmg3JQ9DbhWUbZErX6KH9tt9xCw8fQmmJENsx7CZpLctS/iJuLUR7eM9tDSG/bIjrhpSV+hIAndF9+JI3qSI2WNOk70pWiVjeZdnfLWzhs0KWFDxbRGMLgCTEV6SV/R5RKpUIBoP0v/onmPUy0Z1PtKLGts3Vn/8vtH/v9wg2IhTUFIXjHyGrKo5IjODB9RfttqGjp5douGuYqTRWuULghaexKjWMxSWa41MkDn9jTc05gFkpkz/6Np3bnkf1+DbUYhe2TbOUIXvxI9r2PU+41CoNmbnyS/rVnbicqyPkptXk/NQ/0hU7SFv+s0tK3itMoTPtmiXi71+ja2+YDc4s/QiXN4awTfyRfvrEMJIk0TTKJLUUwrZo19uZsa/Sve3IHT9vvnGJTm10eVHaqOWpV1K4fW1o7hCW2eDSJ3+1vL+sOGjrOUSP1Y8kKehmlaS21OoBCfchbBPbNjH1GrZtUa+k6Bx6hnhxfe8NIQR1PU/WW6ZRzdKsFwgnthOKb9uUzr5pNDD1GpalM5v6+Hqfxur7Zm78V7h7B3D39C+/ZlUrLP7y73B0JJB9HsxMDsXvo3F1HGFatP3zP0V2OpbP0bz8IY3pFLJDRfG7kT0azo4IrqFOZO2zrSyEEBjJPKUPLyC7NZTuPTgScYRhgCwjKQr6bMuUz9nbjbO7A5/cueb5sJtNmksLCNumcvEs7v5BEpG1ZXCpM+9g1qs4vAF8HYPE9NU+Go1anlopSXruFA7Nh7At9kRe3vD8Ldtgeukjgt4eYrkt1Z0t3BmlNoVU4TKWrePWwsQCw7i10Jd9WpiWTr4yTb2Zo9bMEwsME8u5v3KZmC18fdC062RDdTpLaxU314Np67yV/yuKxSKBwOYqDr4o3FhLvhj+p6jy5yvAczd4kK/ZzXhoyEbH4W8S2f4IDu9KP8CNPgkAvZwj35ymsTiP1t5J4Lp/Qav8amVhtPDW32Ik08iaEzUSRnI6kFwaSjCAGgkRDG1fl2gA1GcmKZ05gXfbKEESa5SGbqBZSFNNzVCZH8PXNUyvv+V0XC0lWZo+hjfYierw0Kl3LPs5lGpJppc+Yq/05WU2rqgX6Ijsxe9Z31283iyQ8ZZoVLPkkhcIRAfoVoYpBQ0atXzL9E8IJFmhb8fGTfrrQdgWhl7D6VqrMmbbFqZepVKYp1ZOYhoNABxOL95gJ8HowJpFvt4oce3035PoexS9UUJvVBDilvI0IdA8YbyBDlzeKA7Nt6mJXQjBVOZDLKOJw+1DUp142npWCRcY1RJGrURZyVE49gHdf/jPlu8rIQSpT3+GEgmhhoLIHjey34fi9SC5tPXN6gwTZAmrWEauT6EvZtEXc4RfOYTWu1Yw4U7nbyTzNGdS1C5M4+yK4t03hCm1CGb56CdUj50CwD26Dataxf/0YXxyJ8K2sfUm2DaVy+eRXW6sagUjl8HdO4Bt6MhOjZhvO7ZlYtZK2KaB6vbh8ASYO/oPbB/6DvI6GUpo3QeZhbPYtsWAtHE55A2ML7xDW2iUQGpL7nYLdwchBDW7RNpXWPaskGUHqqK1fGeujxeaM0DUP/i5LfqFEBSrcyTz54kHR/GmdXTRoBlvZWgDGXDKD24WZgtfTVStArW4BkLgTFfxK5HP3Of2IC+ct8jGZ8NDU0bVLGeRbjGQu3nwnz37BqHDTxPbsXdlUWfbVEjiZ8WNueOF38JuNhCmCUKg+PybnkTcvQM4Y20s/fjvyVfLjLzy52uISXHyPPXMPB3+XXRv273K9M4baKdz6Blmr/wS06ijjbxIW7lFnpyqF1lWSYfrxLKuLyWaJcsO3NrGJU9uLUSPGQKtF/oO0DSqnF74PkrORf+u13H74vfsvNuo50nNnFiXpMiygtMVINIeINK+OSnccn5umdR5g104Nf89GRDeCmFbTGY+QgtECQ6sX8KUKl2kMT+D1taO4vLQ8Zt/sKa8Kr7veZY+foPGpTGsUhnXyCChb72y4edKDhVFn6Q5NYWkKkiKjBryUT0/hRDQnEpilVqNQmrE3yIFdR271sSq3OQYZguEbePsjKJ1x5YN+W60l5qFIrLbhefAHsxMFs+hvfhuKk8qnT2Bnl5Cdmr4tu/EuWSiBjpxdj+x6p416xWSx9/E09aDpDioJicxqiVUtw/TqOPUVrJNtm2SS16iWphHIPCHe+i171x3Xq4vocjOLaKxhXuCJEl4lSDeerBliqk3sIWJKXQkFKTr8r/FcI2J5Ht4XXFs28ChuIkGBpHlljBIrjyJblaRJRVJkpCQW71sgBAWlm1gmDV0s464bjR6I0Z445HxudoYMXeh5FRqPRGuTP4jJFvbEuGd9NW62MIW7hdsYXHJPom9uBKAG+16ncCW0MAWNsBDQzbC2w6hujYuMdLiCZyxxOpFnSyvIhrQmmAU171JDwIgK0iyRPT519bPgEgSlt6gGgWvufbnaVTS+EJdDCq7kcorC3OX08+OnteZy5wkH0u0DKa+QKTDNRwN112pO2kOL3vbv8VEoyU9eq9EA8Dtjd11NuR2iHbsJNqx874dD2Aq+zH1zDzhkYP4OjdeDJulItgC3859G5LGRkTHyhdQYxFC33wJte3OEp1WpU79ylxLUU2REZaNIxagJk0jJ0ZxdLSeD7NQQlJklIgL1aUhez0bnsfNr9pNndLP38H7+CH8gUHU0UBr4XQTVH+QxvwM3aMvo6DB+kkwhG0jKSq9gesO6V5gg68obJt88hK7oy+3Mn0ma+rR11wL22Qhe4YBfWirGXwLnxmSJKFJ688L3hLULQ29WkdBpd6mcHbyHzDMFonvjO7FFhbJ3Mk17x2R96JIKk45ikPSNo4cGyzf856FKo9prdJBIQRSbauMagv3F7KkcEB99jqxllEkFSmpI5C+/mV7QjxYClBfkeKkh4ZsJI+9gffbf75hdNooF1dJ1AohEKaBJCsblkXdCxSXi7Zv/RbZd35ObP9aY75g/y783dtYOvFLzM4qnerqRakv1M3i5EecVqc50LZaLlSWVTqj+7gy93Pq/j48WhRvSv/cUuhC2JQTDvKVaay6Tn/iqbt6/6mlH6E3Wq7ilqlTLSWxrdY1d7nDqM7PQOoeANiWSbOeJ+fMtXp9yjkso4G3fX3fFbNZZ/ztfwdA+Knnbztoe6oBPN/9E8rWAo2JaYx3P0JfSCI7HbT98z9d/02RnYR/784ESrnJFPDmUsObcevrZr5A4//f3n1HyXXeh93/3jq97872jt4JsIFdFMViila1bElHthUlcV7LSSynOnEcn/ic5PWJHdvHke1EeSMltmNJjCyJaqTYRBIkCBC9EGWB7X2n97ntef8YYInlYoEFCJAgcT/n8EiYvW3uMzP3/u7zPL/fqbOY07OEvT2wzEeudPwQaiSGfJGihBdKHX+NUNfai+7XMqtYRhnbqmPbJmatCJJMpZZZdgjfhar1HMMzu2iJbcTjztNwvQt8ShAfjd648fwRJEkmEmhHIJjPDzLQdh9CCPw5GycZRZ7L45F9hNWrq/Nx3gf+xs91XdjCIhM3MKzG5O5KPYMQNpZtUKrOX9G2VnV8iHjqprnVdC3jpvkEtO184qKBhnBs0vVhhGky//T3af3EZ7ErZaa+9Y1Fy3X+6q8v+eHOjO0j2r4NWb2y05jb8wpWLsP05OvoLW3E5c5FcwZso4ZjW3giTfC2RA5nDn8XWdHpD2zHEc6ibEkAquJhXddjVOtZKvUMWX8Kw6qQCA/QlPa8o96D8yzH4Ix+GllSCFSbaIqswqdfeZG8zU2PMKVNMD95eKFqriQrSJKCYxv0bXqCYPTG6f6fGz9AJNG/okrnJ89+n1p6GgA9nMDX3EmgtY/mlgeWzA8RjoNRzGBVS0Ru3Ultcpzsqy+iReN4kpfOkBRS2gkOtDF19ptobUn8mzdgjE2idbQuCZI1ZYrKsWEkTUXu3IpijSOCF6+7AZD74U+pnR6i6YufxUqlqR4+fq5uzAVPUs6lLlaCAbxrVxH75N9b/N6EoDo2TOXsaXAckBWqY8NkV08RlzoXLWvVyhTHTlIvZrAqBdrkpUHZ6Js/oZgdQ9G8eLwRJFmhTe6lJXIvurqyXO6SJFOupRmafpmQdvcHKwe864Y3YK6h2KxgOwYSEqG6g3fOIUwH6EAO0G/csdeuDx5HONScEhIyhYRgdPZ1mAGvHsYRFiFfCy3xzQzP7CLkbyFcbjxNsoSBLMkYER3DqiAhoSoeQsXGw6SAEiEwryz0uhVbNCynTnTuJugBcS1y00wQ3/yl/4iiL33cmlNmSb34NIn7PoLe0nbFXwBjfpby2VNEdtx5RSlzheNgZtNkXn6O6O33EFe6KM8MUxg7iSTJBNr7QQiarFY0z+KKy9XiHMXsGJXiLB5flG5pNbq2eIiYEILJ9EHqRgHDqhDwNlE1csRDvUjImHYVx7EalXJXGITMxcrkSmMI4dDRtP2S1cIv+d6FYNo3Qz41jCwrxNs24vFFAYFl1rCtOh5fFFVb2l5GrcD08O6FwlfBWCex5NIn4CtVSI+QnTuFEA6ObaEoGsnuHfiCF5+8f6Vsy6BezZHVM5RnhvE3dxEdWJxlKVU5TWVoEG9XL7KmIXv96E1JhG1RmxjFMep42rrQ40vPd0mepXbqLFYqgzkzh1NpDM1o+uIvocaii5Z1Jg6S+ckbiLpJ06fvRWrdsmR7b3f+52H+L76Bf9smEgN3XnYdxzCojp5tvP9aDSuXoa33HhTNgzhX50aSFWrZWfJDR3Eso1FPQ/MS6l5LopZAUS/e49Ao2JimVslQr+Qw6kU0PcCAuvmiyy9nOn2EqpGjvzbgXvRcLtdNxxEO2SbrXE+Fw2z2JIqs4dVDbBQ7cISNg4Pl1Bn3TuAIh97WuyhX57EdE4FAlmRsx0SR9XPzRhXqZonp9GEsx6Q1tpHW/FtJeQb1U2SLY2xd5iHPjTzZeWGCeOQLqNINNEFcGDyf/6sb8pxd6Kbp2VhO1G5BeuRjlE4cJX9wL8I0iN//MFokuqL17XqtUYDMubJJppIsI3u8KMEQMbnxhNcsF7DrFWRVp5adxRNpZizzBrZRZXXXw+ee+kv4wy34w43hIvnUEEPpowzI29CUC2/OBXWjiGXXUWSdpshqNMVLuZbCETZBvQVZUkjlB6mGdJryQVRJo5RUyRRHGvvxJIhnPQtfrHThDMnoBuKhnit6rxeqGXmGjWMElDY6Vt23JKBQtUsPnXIcG9uqYzlVwMGsX74GB0B6+hix5NqFYnvn2VYd26whKxqK6sGxDWyrvmT93PxZIonei9ZpuRRF1fGHkvhJkt7QSm7w4JJl9KYWSqdP4NRrWIU8elOSwuF9VMdHkDUNJRiifPoEvr5VRLbdBkBJmiX33R+hxGL4tqwncPv2hXS35wkhMEbGqZ06g10s4ZTKxH7xcyjhi6fyPc/KF7Bm5hCGiTmXws7l8Qz0InmW/4E1c1lKJ44iTAOzmCe4ZgOSpiNbFpEdd6IUGsHD+fNnFDMUJ05TnDjFpm2/8taQOYslv0qWUeXskb/D4483elUkCUX1oGo+dG+YLufiw9LerlCZJpUfxHEsFMVD1cghGqOMV7S+y+VyvV/VnQrTgdTC0ChH2EStLjxagGxplNv0hxoPXkRjGNV0OEO1nkUIQa40zq1rfhlJktCXuf6fmXqRSi2DRw+hqX78qp9CZYqyJ0Uk0I4kKdh5E0mSOWy+iiw35n0o0k1/G3pTuGl6NtZ8+rfwNy8etnHqJ18FGlmihG0jqRqSolAZOo2vq4+mh35uyfayU4cwxqdI3v4YwrIQRh3Z67vieR1WqUjmpWeJ3fMgkWp04XXhOEjy4l6GuYMvoAVjdPo3Lh2CIwT51BDFzAiWVcPji9LudOO/RFaoCznCIVcap1Sdw3bq+DwxEqF+QKJUnSVXnsB2DBACvzdBU2T1ioernFet55jRZ6gUZ9H0IE3tm/EGVpZ3+1qpV3Po3shVP8U26yU0z6Vv0t9OCEG9miMfKFIYPYEQDpG+zQRalv5Y22Ydo5BG1jzknWlkn5/sK88TXL8ZvbkFM5vG29mDnmj0uNi1GpkzryOpCohGFihJllFbmvFvXo/s95H+m+9g5/L4Nq/HmkvhGeht/P9sDnNiGscw8a7uR41HF46jvO8Q5vQsnoFePGUfSjB80R6VC9WmJygeOUBb/z0oHj+ytkz6XSGwa2WygwdwbAs9FEMPRkk6ncvXnBEOwnGYGXkdX6iZjvrVDauz7DrHR3/AOraiSz4sYaBJjeM0nBoSEprszt9wuVwfLI5wKLXqjMy8SiTQTlNk9cKw55nsm9SNAp2VNmRkMgmTTHEEgKbwAEF/C3WjiCyrC/cUtmPiCJsjQ/8X51xPdXtiK2F/G9nSKHWzhN8bJx7sRZY18uXxRjFfLcRU6hBNkQGiBW/jeqgmqTgFdMmLJnvcno2r8H7p2bhpgo2LDaMSwmHyzIsgSUiqhhqOENqwBceykBTlojdMmYmD1M8O07z9ISaf+isAZK+H2KefIOAkV3wz61gW6ed+RPfWn28UGRQCo5hFD0QWBS62WSd35hC5s4dou+Nxklbbsts0jTLTQ6+STw2xufVxFFnFtKqoigevHll2veupUs8wVD1ES/et+MOtzI3tR5JVdG+IfGoI4ViEE73EW5efuFwtzVMuzBCMtOMNLH/ja9QKFNLDBKOdl1yuWponNXkEJIlo82pCsa5ll83OnqJezRFO9OIPXX7y8XmZYIH5o6+gBcJogSjhrrWYlQL5kePY9Qq+RDvRgW1LAssLmZUi6dJp6tOTND30+GUDWsc0KJmTlPceJPbpjyJMk/rIBKJex7tmgMrBo5hTM6jNCbTWJMVde7HzBZK//kWEYVIfGaM+OIRvywYi4dVYpSJ2pbzsvBHHssi+9jMkVaG17TZU3/LBmFHKkjq6C9UXJNi+iqTdvuyyxew4ubnT2Fa9EYRIErZVp6l9C62Vq5swW6zMMjL7GoqssVGcq6EjBHOxEtPpI5h2jdbYBjpLre6wKpfL9YFgOQYHzJfY1PdxMoUhcuUJPFqIVe0PYNkGB8/8bSMNs6SQLY1i2QZbB35h2QeKplXj0NlvAbC++zEAVMWLR1taAsCyDY4O/x2RQAfpwhCr2h9A14JMpQ+hqwGEcEiWY5wSh4kE2hmor3p/BBuhz994wUbxb27Ic3ahm7r/qhgsYdeqONUKwrIonTiCVczj6+zB29F90XXinbdAZ6PIXvfnfh2rkCdz8jUqB45QqlRBCEIP3kPAuPTTYFlVcUwThINtWczO7McqFcC2MTJpgus20prcgVUtUZ4ZJr7uDnzzFtOhM1Tmx3Esi6aNdy1UFweoV3IUs+OE4j2M2adQJS+qz0+lOEs42Ed7rXVhrsO14jgWlmOgyp4lhdaEEEwyTLJrB4FI4+aypec2hBAMH30KJIlwvIfMzAliLeuXvck7c+g7ALT27bxMEJFieng3bf13X3S5qbO7GsOmzmUxcmyDkuZbEmwYtSKyrKBoXtLTx6hX88iKdkXBhlHMYteryJqOXZuilp6iPDOM6guhBaMUxk4S7tlw0XlE52WNUWqT48iavlBc0sznsCslvG2dS5aXNZ2g1EW9aZT8j587F0SrOLU6xsQUxtgkol5vDLkKBZF1DbW/h/zTLyB7PXgGemna9iBqsFEYsTo2RG7PLhSfn+jt9+DvX41jGFilIrKmUTx2CF9XD8F6BLNaWhJsWPUqxbGT1DLTyKpOX9t9jd4he8mhAzA9vJtKYZpApJ1+fSua/23nprLi079EpjhMc2Q1bRdUshU4pApnCPlbkSSZmlnAoRnl5v5ZdLlc7yPZJpuaWcCjBpEkhVjqrQdYsqTSHF3N+NxeZFmjLb6ZWLCH+fwgmeIwkUA7uuqnJbaBcKCdqfRhxAVZOWtGgYn5fXj0MF3Nt6KpXm5d88sL8zWg0XNyauIZEuEBmiNvJRxRFZ3VHQ+SL0+yoeejTKYOUq1n0bUAzdG1aIqX0+Xn6Wu9m+i8fNl05a73t5v6qhrI6uQkGf+qdQTXbsTMZ0k992N83UvHgKeH9xBr34bseWuohSRJaJEowraJfOQhhGmS+eb38Oa8sIKRRlYxz8z0G9TnZwmt30zk1p1UR84g7BNE1MZwEU84QfvOJxqTaeUCCh4SG3aSHTzA+EvfJrrtVzBqxUaBqUg7G3cuTXsqHJv09HFOVfYgHJtE2yZaym/ddNXNIulQCSEcWqvJhark0JgjMRfKEslqqLKOqrxVMNAwy5wu70H3RrDNKo6wCcd76LJ6ARjlNLo3siSjlGWUibWsI5zoo5yfonv9I5d8mrxq26fx+mOXnS8Raepn3e1foFKYxbHNJfMzvMEmps68TDS5BlUI2vrvJj19HMuoouo+HMemlBtnfvwQllnBqBXQvSE8vgixlrUYtQKaHljRvI1WqYfWdYuHS832jFGcOE2oax2lyTOXDDQAlECjIrmkaRQOvYFdrRDcsAXFv3y9GFlVad70wKLXhBAUSmdRm+JIsoLPiKIaYQIP/9Ky27GKhcbQuf41jc95LEFlaJDy4Am0RDPCNPC0tJHwrkLyXZACt1ZmZt9PG5nfJJlI3yY6fBuYqp9YMh+nXs2heULIsoIQAm8gTjk/RYfTi3aR5ABXwhEOCLEQALfGNzM0/RIlPYWqeOir9iBLChudW5jzlxHCIZH1uuOHXS7X+4pAMD63j4A3gWXXqUZW01ZIYIo6jrAo19Js6P4oAmehTotHCyIhYTsmHj2MpvqIh3qJh3oXbVuSZBxh4/fEL3hNWjTPTUIiGuzCoy3t2R6e2UXNKDKVPkJzdA1+T4yQv5WgL8nQ9MtEA1345+oIyYPzwR5kc9O7qYdRQWMoVap0iur4CE0PPrbsdparNwCQy5ygdvIMSjiEU9ZW3ekAAFeZSURBVKmSvO3RRctOPf8kensrTevvXbTe7FPfRo3EiN15L7KncWy1qQlqE6O0dy9fs8Io5Zh46UkC7QNYlSJCONRzc7Te9igtztIn3oveh2MzefZlLLOGouhYZhXNEyIQaQyVyaeGUDUfgXArtlWnkBklHO/BrDfqGphGiXCiD1Xzk5o6Sufq+89lkmqco9nRvdQrWQQCTQ/SsereJcdwev83qVdzrNnxWTy+azu86+Qbf41ZLxFrWU9r7x2LJqCff3Lepa8nHzbIzZ6ib/MTGLUihfQQleI8oVgXHVYXR9M/pbXnDgKRdgqZESYHf0Y43otl1Wnq2EI41n3Fk8UBpoxTzB16EVnVia7eTqhjdWMolSyjei4eodpGjXTlDADBdY2q45f6PL5TRnqe/L7deLt6wbHJvfEagTUbkBSVto47KEVrhMtLu2tr2Tmyg/sJtPUvqQ9z/ngrhVls28AfbuXN3f8fujfSSCV87mfItmq0D9xLInv1NVZK1TlG5/YgIRH0tSDLCu2JrdSMPMXKLIZVprUYQ5cb+7CEyTHxBpZd41btwave743EcKqokr58ETiXy/W+ZDhVMjEDWVIIpQU+JYTh1KjYedLBElUjh6760RQfpdo81XoOrx6iZhS5ZdVnFwrvOo6FJF18uPi14ggbw2xMSPdekM45WxojlR+kr95PvkkwMrsbIWxuUe+78YdRBT934w2jKv2fG/KcXeimDjZmM0fIv/EantZ2tFiC6O2XL0pnV8rMvvZD2j78GYRtL9TYKIlp0v/n7/Cu7sep1fCuW00suWlhvfTwXmSPTqRpA7K+/Ae1dPIYxtwMHasfZC53jMqZ0/j7BmhpumXRcsKxMcsFtGCEsef/D7G1t2FVS9TSUyDJqL4g3bEdy2Z3chwbxzZR1KWTeevVPLVyGlnRCIRbF/UQOLZFITPM+KnnWX/Hr140Pa1jNzJOXM3N+DtVyk0wfOyHSLJC15oPE2nqZ37yMKXsOJKsUMyMouoB4q3rKecmcYRNINxKpGmARLZRKXuwfoBgtJNyYRrLKBOItDM33nhN1bwoqodqcR7HsUi0bSKc6L2iYxwcewbVHyI/dARJUQm2D2AUc0RXbSXUcfG6F3OFN3EqZWSfn+rIWZBlhGkS3LAZf+9bN/ZWqcjsU99GmAaJDz160V66CwnbBkkiu+sFzEIONRTBzKTQk23YpQKhLdspHj2Ip62TlqatiyZyl2dHKU6cRgtE8MXbyJzeR2dixyVro4y++TSSLGOZdRTVQyE9xLb2T+DRlu+tuRTbsZBgYXhg3SwyPL0LSVawrCodZhelqEDXgpSqc8iyQlelg1S0siglI1zfAO7dlk9K+Gaqiwp6ToVSNOdD7kR4l+t94Pyt2dt/k9IJg7NTLwHQ2byD9kIcW1gMe4bweWK0xTcjSTL58iSZ4giGVcarhWmNb1rU+1CupQh431nRyKtVMwocHf4u8VAPmeIonU230FZIYAvTDTau0Psl2LipxwxE1Q7E9juoTY4RXL98nv7pn/0d3jX9RFu3IHu8JLbcT2ZkL/WhUUCi7f5P4BcJarfdgpXOEPv0E+R//ByG0rKQPcgYm0QO+Jg9PUTbA59cdl+lE0fRm1sYPfwDfD2NjFjzP/0BNN2CVa9iFNKoXj96KI4eamSHiK+/k3puDn9zJ7HV2zFLOeaPvIwdqjMrxrDKBaqZaQItPXQFGzUeZFlZMsfiPI8vsmyPg6yoRJtX4ws0XzTQaCxz6erQ14JpVNB0P45tLaQEtswaw8d+yKaWx6i0eJgfP0Aw1kW9kiPWsp72WguE7mVUPkspO4YQgpbu22gpxRqFtM79pquaD68/Tls1CRoIU1AKTmBbdVTNRy9rIbQW06pyZu4A/nArqclDVIpzlPNTAGy48++hqDrCsZcEXcGOVWQHDxBbcyut+irKLQrzh3+GFli+lyfhGyBln0JSVLo3PY4QNoPPfg0lEKRy5hRWsYCZyyApCt72biRVQVgm419vZFyL3f0hAgONeiSOYTD95P9CDUVQgiEkSUbYFnapSPuaD1HoSOEYdYLrNhI1m4lveau3rJ6bpzQzjL+5E2GbyKqOP9lNPTtLqGM1fu2teS2l3AQzo3tpat98LlDzoXmCxFrXEU83Us/m1vahVi7/w/3m2I9oiW4gEW4ET0IIpjNHF7KoRYPdtMY2UarOU6zOsaHncQyrgixrTI//lEigo1HYMuMBCZK50JIxwh+UQAMgMidAXvz9DGVlbNnCcewlOe6FEIvGYbtcrvfWWGASEPRUunCEjYSMwGFsbi+JcB9COJRr80xHJPLlSdqjWwj530rmMZ8/jab4WNv58EW3/14EGmNzbyCETWfzDgba7wegWJ0j4GumlividDZD9l0/LNe74KYONmRVpyW0DSuwipl9r5H40CMXXU6NRym8+CrBn+tCiyXwJFsxLAu7UALHIZ89RbR5I3pXO9bsHPWhUZxyFTXUuHksMYMSDBB+9EPkvvvjSx5T/P6HsfIZvB09yLpO/uBe9KYWpkZ3YeazGOl5ZFVj4N4vLKwT6lhFqOOtp9u5oSM4Vp3x9D6CHavQW3sJtPWRPrGHM4U04e71l8xqtRIrqaJ9vQghSE8dpbX3DmZGXifethGvPwYIAuE2hmuH2Zj7ENVoB9NDr2LWi0wMvkBrx2eQZYUeZwAr2IUia0glaWGbtmM0xvPL6yH91v4kSWJ96B5sx0SWVIQQZBMGlmkgJm2mhnYRbV5Fn7yRY87ztPbezvzEASRJoVKcpW/TRxcdf5syQNu6gYV/n33jSWRVQ9gWAOWZEaxqCQAtGMXf3ImieWiJvVWET0Jh1YN/D6OYQQ8nmJl6ozGJXNNAkqgMn6EyfAY90Yx/YA1aOELqhZ8gyQrCsRG2jZnL0Hf7Z3BskxzTSIqKR0nQzLnJ9WbjfxzTQFLVxtOykWOo/hDV1BTV9BRNG3eSqMTBv7QIom2beLyRRmrm7DiW0ZjhHU0pSLKE3xPDXwMuc39bN4uUqymq/izQhxCCVOEMNSPPGnM948Fp5nKncByL6cwxbtHuQ5sxsIQg31Rni7oTs2YQNHWQoO5UOcEBtkmX78l8P6raJbxyYEnwFFLjnFSOInDoSGwnPPfWTP18UqJUm6ezmHy3D9flumk5wmEmnCES7CIwXT33ms0ZfZBcdpyB9vugAoed1/DqEWRJRbM8SJKCaVVpS2zBETaxYC8ScHriOVZ3fBhJkhhoe2BhP5ZdR1Xe2x7NSi2DZVdpiqxGkTUigQ4GJ5+ns2k76cJZCEgkxdUVCn43CcdBSFdWV+16unBC/43spg42KnGT0psvY6TnCaxet+xyzVsehC2Lx3IroSDiXJYfyaNDM4R9vXjWepl//mn07o7GjR9Q3n+Y0D13gCSBEJccrqHHE4vqGoQ3b6d0+jielnbUSIz5H/8dkqoyPfMGZjpFYPU6EvrioTLJrfdfdNsdd/08Vr1KbvAAp/L7G9mKZBlF8+Jr6kDxeJk9+ALr138azRPEcSwc21w0FEsIByGchWErmVARz0QRXyh5zTNdLUeSJFp77wDAsmpMD+1CklXqlRydaz5Ec77RVRyItGOZNQb0rSiRxb0t58etXqjc5m08EV7G+YnzQghs2yRZjJAM33duZUCCjtX3U0gPEYp1k54+TqR5FZmZE+TmTlMuzNCx6t4laX43rPsFCukRpk++Qevtj5I5tY+22GZGhp+jadM9S+rDLByPx4fP0xiy1NF7L07Xzkb2slAFYZnnsldlye19lcitdxHauBUzl6U2PkL/fV9AiEaGK0VRSPDWZ+jCz2d5dpTs4AFkVUPWPDRvuY/pPT9m3cDPQ/iWRRmiLLPGmUP/l641DxKItBOKdpGaOMSG6IdQZBUuMw3DtGoMTj7L+u5GcJYtjZLKn0GWFZoiq7CsGqnCWTKFIbx6lJC/lTcKz9Ei1rORHWRVk56WO9CynvNvBMex8CpBLnzG75F9bBZ3LHscY4Ep2ktN16yrXAjBUfayTmxdNKzphHKYaKCLlnxk0dyK+ViFeEZfmKzuCIdD9i42y3csDIEqtXoYn9tLT+td+KcaY6LzSYmJ1AEiwQ46im8NSyu16mRLY3QWW1hnb8YWFiP504xLedY6m1Eljcicg1+ELxv4uVyua0mQKY2iawEC534gTVFHU334vTG8c1VO6KeI+/tIRtdRMwoUqzPky5PoagBJkon6Gw8ODatCwJtYKFR64T1GzcgT9L23DxKqRpa+1nsXjksIQbEyi6Z4aY1vXpjg7vpguqkvLZFanMDqdci6jqdt6Thz4TiY2czCvzOTB0mdeIXs1CG8OS9NWz8EkoQ1lyZ18hXsaoWqlkNNNqHEIswd+CmOZaGEQlQOHMUYHsMxjEaqXSFIn32duYPPUpLnFvZh16qLjkFSVUIbtqInmjFTs42eDa8fb3sX0dvuojo2jG3UcEyjkWp2+OVLvmfV46Np09203/XzVFOThLrWEV9/B7LmoZqZQVY0RmZf5fTo0wyOPsPQ1M8YyeyhVs5g1Esc3vc/OHLg60zbZ3Fsi5k3nmbw1FOcHv4xtXKGK50C5Dj2iiPzejVHavIw+dQQ0Ah86pUsgUgHq323YVu1hUADIJH10a9sXJRdazmSJF0y0Hj7shfu50LxtEYva2kuhFnl3YEkyciKSr2aQ9W8+EMXr1kRincTbB9g5o2nqedmMVp9BDvXUJo+S2H0BJX5Ccozw9QL6YuuD40hbnowSky007P15wlt2YGse4nf8yCtzbcQl7tQQ2Fkrw/VF0APXrzw49mn/pzs4AGsegVZ1fA1dbCm5zE84SZm9j6NN7r0ouXYFtPDr5Fo28Tc+AEyMycYPfE0LT23NwKNS7DsOvO50+RKYzRH11I1cpydepGqkWO1uY5V9TVki6MLF9EBYzU9lQ6aMz7WdH6EtlITmuwhmlHPTTRstKMq6zRnLz7p/lJZp1qKMRSu3VBASZLoabkTTVr8ZDEa6GJ8fj+peBVbWBSsNHWnwujcHnJNDqZTp2oXKbVoOMJmzDdOqbURABUq09iOwdmpn5FPNur0lGtp/J44+cok6US98ZqdY3DyBcq1FPlk4yKfTdgUKtMYVplMvLFcOmFw1N7NGf001fa3PtuGUyWTMK/ZuXC5bnaOsDGcGtDI5FSpZRia3sVMJI/h1EhFyhQrs0QCnYzpo6iKh2J1FhAEfc34PDGq9Rz9bfcR8jWGrZZrKXKlcTqabrnoUMj3OtAA8F1QaNi0aqQKgwB0NG0n4E0wlztFvjTxXh2e6zq7qSeIn2dWikyd+RnNDz+x6HW7WiVzds+iVKLpkb3UzwwT+tA9hJQO5g49h3fNAHYuj50vovd3k/v+08Q+9VHqp4fw+9qpWnOoTXHsQgmtLQmSTHnPfjx93ZhzKfSeTqKxRs/KxPe+TufHv7ii9yaEILd3F069jl0pE1y3ERxBTOlE8VxdNh/HMhtzIM4VmxNCUM/NURg9gV2vYFVLqP4Q/mQ3pakzxNfdgX/OZDJ3GLOUQ/H6CbT0kRCt6J4gqn7pHMC5WI3gHMvO/7jQ3Nh+MrMnUBSd9lX3oel+ps7uYkP4PhzHYkScol/ZeFXv+3pzhMN8MEd6+hhIEqrmo2PVfctWzp6oHCV17FUAkts+hFWrUBg7QfOW+y5agfxaMIpZUsdfxSwXCHWsppadQQhBqGvtkuxSFypmxpifPERzxzZaynFqRoFspEa8EFjRxO+xuTfQVB+OY1KszuLRgnRU2vDIV5+R6loQQjAbLZAunGW9s/WimZ0sYaCgLXqKWHeqnBAHSEbX0l5cOi7aEQ75ZkEspeAIBweL+WiF8bk30FQv/a33EpyzmI+WyBSHKVVThPwtyJKKaVfZJHZQafMzkz1GKn8WAE31EfSdmx9mlqgZBQK+ZmRJIVeeIOxrbZxj4eDVw0jI1M0iHj1EtZahs/k25nIncISNbdfx6hE6ikmyzTYT8/tpCg/QWogjSzLFFo35/Cn6a/0XvOcK5aROPHVTd5a7XBclhMOgfgpH2CRC/ehagPCszZB3iO5qN/X2EEPTr6BrfhKhfuZyJ9FUH9Fgd2O4qSfO2PwbtMU2oWuBa5bMIhUt05S7uuQc70SpOs9c7iT9bffiCIcjQ/8X06qyuuPD7D31/92Qk53P30s+6PvFG26C+AvVb92Q5+xCN/WVYfToDwmsWocSCGCXSwuF085TfL4lNQv0rk5Kr75B5pvfI/i5X8eaT1MuFFGjEaJd20i9+gLNf//zyL7GjVJhzwF8WzZQO3GaWP+tFEYGMWfmiD7xCAhBef9h9M62hX23Pbq09oFVKi4UWruQJEnE7miklnUMg9KJI8g+P5PDL6KGo7S0bCddG8IuFkg2b0PRvdhmnYI3h3fWwptoX/KDJavakn14Yy14Y0sL2gXb+pne+2MK/giK7qVSzmOW89TS0zhrb6M6PtkYbrOMY8f+DxvWfwZZu/zHcHroNVp778AXSjIzsodSdpxqOUUxO8ZM6zytlWb6ubpAw7IN5nMnyZbH0RUfIX8btmNQqWcoVecxrSq6FsDviZIIryIW7MF2DAqVaQLepovmF387WZJpKcdJhhrtNa4MMzOyB00PnKt4Hl+0fKd/M63bVpENlWiuNyNUm6PGQTIn91IYOU7T5nvQ/OGFdLNWtUjLjofRg1GsehVF87wVML5tkrpjmVTmRvE3dyOpKpXZUQqjJ7BqFTqbbyXU0yhyaPmqZPxZktbiat+2bVLKjhGMdiHJClPDr7ImvJMzI6/T0vxzePUwbdUwl+ocKNfSjM7uRlO9KLKHrnIbsiRjiRiqrd8Qfa7zsTJjs3vpat6BlG8c0Kh/EnDoLncyFysynzuF39tEf62PulMlHa0wMX+A5uhqwoF2nEKNfcbzAPS13YNl1ylWpslNTrBJvQNLGIxrY5Tn0iA1nvhlS2NMqVl8RqxRL4RGBfSB9gcoVWeZ1rIotTJePUJf2z2Mzu5GV/04jkVzZA2pwiC6GsC0a6zq/BCFyjSl6hweLUTdLBLytTCdOUI81Mds9k362+5naOZlNtjbGPYNE/K3UjdLzMWKtKTC1KNrKFZmSMW8JHNBlKk0UnBxAxWbZIYmX+R2z0fe1TZyud4fJLx6hJnMcWRJZpWxDgGkC8NUPBm0lJ9IoJ2OpltQZA1F1siVx/F7YgsTuXuSbw39vFbJLMIp6T25Cwz6mhcejkhI9CTvQFE8+PTou38wrnfFTd2zMXLo+0iShN6UxL9qHVoketntCSFwajVkj4fUiVewUhnkgA8lEsaamSNw123IHg/mzCx6TxdKMEDp9f1Y6QxOqULovjtBUSi98jqhB+9BCQbJPPkUStAPSKjJBPHuWxG2jZXPInt9pI69TMsdP7dw87gS1YlRyqeOIywLPdlKfWYKvSmJr6cfM5sm+9rPCKxeT2jTLURqFx9OsxLTe58m3LOeQEsPjmVg1SrU0lPkho7giTThmAZaIIIn1kKr1LPoSf5Idi890VuXfbp/ofOpeucnDtJsNBH2tzEfLpLI+5GQV/zj6zgWU5kj1I0CbYmt2I7JZOoArbGNROcb2T7yzaDN5PErEabDGTLFESKBDoQQlKqzaKoPRdYI+looVeewzj0Jjod6qNQzNEfWXPY9CSGYDaTxzteYlacQwiEY7URRNCJNAxddxzTKSMgUEhaZk3uw61W0QJSu2A4mS0exqkW8sRbyI2/Setsj6MEYkixTzcygBRoBoWMZzO5/Fl9TB7X0NEI4+BIdtKi9vHnkb/FEm1m/ppEtbVaeIHfmIGv7F/f4TZ3dheOY5yqtqwjhsDa487ITEE27xnzuFLZjki9PsF5sQ0a5ovZ7N2USJsXqDD2VLsaDM1TrGfrrq1AkDRuTw9arBH1JOpt2EJipMR3OMJ8fpKflTgqVaSq1DCAan9X8IC2xDdh2nVItRaWeJhbsZTb7Ji2xDRSrM8iSjE+PkQgP4AgLXQ3g1SOYdpUzky9QrqXZ2PsE87nTmHaVbHGMbQO/iGXXyJcnz13Ak9iOyfD0KwD0td2LImtMpA4wnT5Kd/J2WmLrKddSTKYOoioe+tvuY2T2NWSp0WNxy8AvUahMkytP0FftoZCUOTn+DFvUu/AqASZD80xnji7UJLGEiS1MKknvourFLtfNyHIMVPlcLQthk09KxOZlhBCc0o5TKE+TCPfRUWnlBIdojqwmHurD54m+twd+zlnrKD3SmvdkQrll13nh0P97Qz6ld3s23pmbOtiwamUmTj5HbOd9pF94GjOfpfNX/p9lb3yE4zD2t3+B1prE09+NnSvg37aJ0uv7EYaJpGsE77mD4rMvocSjCMMg+sQjZL/3E/SudsypWSKPP0T6r54k0reVSnWa0AN3k/nW95BkmeDdt+PUDapH38QplfH09WDl8vjWryESXdMIdCpllMDln6SfVx48QebVn9H8yBPIuofMrhfwtLRjl0sEVq+jdPIYsqbjmAbG3Axdt34MPRhlLnMULRpfMvn87axaGUlWUHQvhbGTzB18nsjAVoRto+hesqf30bTpHsozI+jhOOGudYy/9G0Att72D1cUaAjhcOy1rxGKdVMtpXBsg9s6f5GaUcSrL+3xuRTHsTk++gPWis1MBWbRFB/JQmTRxN3lZJtsPFoI/3Rl0etCCIp2mkFxjLbEZsrVeXpadqKpKx8GVDdLzHrmyKfO0rfpiUYF7st4e1e6aZQ5fuivCPduwiznAAi09VNNTTaK5gmBY5nE199Bc31p9qiVsMwaMyO7yc6eAmBH5y9c8qLkCIfBiWdJRFaRzp+hLbEFaWqeYXmQrfLOqzqG98J0OEvVyBL0JhmZ3U0yupZEMciYNkyftRoJidlQjnRhiESol2K18dnqbb2bo8N/x5b+T6MpPvLlCbKlMeKhXkrVOUq1eTxaiLb4FsChWJmlKbJ0yJoQgqqRw6dHkSQJw6pQrMwQDXYvOyembpYpVWfOBS8OZ6depFLPsKXv09iOQb48RSTQDkgI4ZArjzEys5umyCraE9uYSh8k6EtSqs5TqaXxeaJ0VBtB/nT6KBuUHQSUGEPes+hqgI5SEllSGPVP0l1e2mvqcn3QTYVSTGeOEgl00lXrYCowz3zuNLd7PkIhqTCVPgRApZ7B702gyh66k7ejKt4b5vsy6ZnCsQ2mzu4i2X0rfdLyyXOutfdFsOH5zI0XbNS/fUOeswvd1MGGEILJsy9SHjxBx+f/AU69hhq6dGMJx1m4ccul3qQ+PNYYgx+LUB8aRe/qILjzVioHjyIcQejeOxCmRXHX61QOHiP+Sx9H9nkp7zlA9c3TJD7/KYRpUt5zgProBMnf+BK57/wQY3oWNRYh/MiHyP/wWTo/9quUvVkkwH8FPRHCcbDyWdRoHCufJfX8T/C2dRK5/W5kVWXuJ98DIfC0tFE4sh+A4PothDZuBUkiXFr5zbwQDuXpIQJtAxTHT+KYdbyxViZe+Q4AHfd8gqZ6EqNWQJYVNM/Kg6a58QMoqpd2ow3bMdHVS88FuVDNKDA2t3fhxzwW7Fl24vC1UG7zMT63l3CgfSG7RmfTjkteTCb0CSqFaYLRTurVPC3dt17Vvi2zhmMbaJ4QIJhxRjCKGXqit2IZVWRFW1EgcyGjXkJVvQjhMHbyp8RbNxDL+1AV/bJPvwyrwujsbiKBDmIZfUVB3Y3qsLObeLiPpnyQce84udIEazo/QqY4jIREoTKNLKsko+sQwkbXgmhKYy7F0eHvsa77UTTFS6EyzdD0K2zt/wVsx0CR9et+o5EtjREJdCAhYTkGE/P76Gu9B4C53EkyxRHWdj6CYZU4PfE8fm+MvtZ7mEofplSdxatFaI1vZGT2NbqMHgY5ikcL0WV0o0k6494JDKvMRrHjur4Pl+tGZQmTE9IhDKvCZvkOhrRB2uKbSReHCfqS5MsT9LbczXTmCPnyJBt6nkCW5EY9IEl5z1PTXkgIgWXXUWRt2Xpc14MbbFy590uwcVPP2cjYY9jVCon7H2b6O39N7M57zxU5u/iF3zEMEALZ0/hRiLVuoRAONSZ5d7RSHxnHqdUQlo3W2YZTbKSklDQV2eOh6Vd+ESUWQZJlIo8+SOTRxjCE8huHQFFo+cqvUd6zH8c00TvbsVJpyrv30fLAx5k7+Cyevh6CegeZ1H4qh48TfeJhAnYzs7t/iBKNLJlfAiDJMlqskUpXUjW8bR1Ux4YonTqGr7sfxeejNjlOfbZRjC7xoUdBkki/9CyOUSe087NIksTIwe/SueFR1EtMPJckGW+8rVFgr1omc3IPHfd8gnDPRirz48iaB8mQli0YeDGWUWFu4iCWUWG179aF8ayXY1o1yvUUxcoMdbNEr9H7ViGz61w0KDBdZZWzlmqmhCqFmAvlmM4cIRrsxqdHLtqb02l0grcTanDGnGXi9IuNYEySCEY78YeSK+oFUjUvLEy2l2hT+iHamMir6ivvacnMvEkhM0osuZZKcZZaOYWs6MRa1jUmfuvLTyp0HAtJUsiXJ5hMHaRSz1I3i7TIt694/zeaN+WDrG77MPpUjrQ1Sa40wXb9fqYqU3j1MIZZwquH0dUATZHVnBz7MY6w6G+9j7pZombkqRkFNJ8Xnx4l4E0gSRKq4mFkdjeKrNLVfBsAp8afoa/t3isKqC+nVJ0jGuhEkmQUSSXsf2seTjK6jmS08fTSo4XY2PvzyJJMqnCWdOEs0UAnHU3bGZ7ZRbEyx2RApTO0g7ncSSb0cUy7hlEpM9B2P6Qa2xRCUHWKyJKCV373J6C6XNebI5xFmZ8kJGLBbqbSR6i0edEKfjTVT2tsI8dHn+KWVZ9FkTU6m3bQFt+ysO61/J5fyvk6UYt6w60qquLlWO4FPL4wa7yN3yBJktDU9++DIdeN56YONuJKN1ZHjsLhfSg+P7m9r+Jt70LyXPxLlk+9iZXN07zxrToWQaWd+dQpfJvWoYSCBHZspfD8y0SfeLjRC3JO4M4dmDNziLkUcjBA8aXXiDz6IObsPPWRMSRdxymWCezYiuz1Ivu8GBPT2Lk8qSM/Q41FqQ2eJXLbGjyrejFn5yi/cZD06SGa73oEb0fXZd+vGgwRu+sBonfci5nLkHvjNepjE4Q2biOwen1jsvDZU6CoCNPA09LOfPEEzcF19Gz92IrmjKjexo1FbPUthHvWM/LT/403mkQLRJg/8jK1jtV0eNdfdjtCCIrZUebHD+ENxFkXWNmQm3ItTa401ri5CnYT8bcTmeddn3CsyjohuTHpu7scJJcUZApDlGrzRAKdtMU3LbvuKn0bdbOMZdRwhM34xEFCsS4Sbcuvc60I4ZBPDeMLJcmnhqhXc3h8UfqVTUiSxGD+AGVgNduX3cZk+hCJUD/z+VOsdTaj6CqSkJdU7H4/WWdvQZ6ucFw+Rk0pEPV1MKnNkSuOEw/3UajMoGsBOptvRZZkelruRJY1KrU0I7OvsXXgF9CURrCnqT5Wtb9Vt+fCiZ8Aqzs/cs0reXckti0Eq7Kskgj3L7vs+X07jkXQm6Q7eSeSJNEW34xl1wn6kiTC/UxnjhEMtDCbfRPtXM8XNJ6CDnnPUq6lUWSNjWL5z4rL9X5kC4v9xovcqn8YWZLJNFnky5ME1AQhf5KZ7DH8nhiy3JiTBtJCNrvGQ4Z378m4EIL5cIFSbpJOp5dstM7I8R81hj+rXrrWPMgGcR+WbTQy1GmN0QypaIVCehhfsImZ0b1saXp0RQ/6PvCEAG6gQnrvk8FJN3WwIUkSLfGtjMdm8HZ041+1jtzrrxC9896L9m7E2rfBBYl5cukTCMPAzheoHj2BZ6CX8t4D+DasRZgmue89DbKEMTkDQOLzn0Jraab48m6cYhk7X0CNRfCu6gNFQQ4FsHN5fFs3ghAUX9qN7PcR/sj95L73E5RYhJnXfoA5PYtTawzP8W9Zj7ejG1lf+Y+XpCho8Sa8Hd2Et+zAk2xt1APxeqmMDpF87BNYhTzVsSGqY0PkrFdY/dA/vLJzKyuo3gC9D/8yxYlBSpOn0QIRVF8AVvDdSE8fI58aose7kWrc0yiadxmOYzE+/wZd9S46lE1I+Rvj7laSJGLzEjHaGPJWcYRFzSjg1Zfv8vRob6WNbWuKMz9+kKNn/xJZ0di480vX7VhP7/9bLLOOP9SMUStQLc2zOfkYktY4l6s9l75xHJt7g5qRZ8o8QizUh2pc/yFC7wZZUii3+Wipb0CSZBxhMzG/D48WIl+aoCk8gIOzcDE+n0HGp0cuemN/4Tl5e4/VtQ40gKsquJmMriUZXbvw7+nMUfrb7kVXg5hWhYH2+xmb24PPE8GrRyhUpnDiLTRlGr03jcKLLQzlz9Bb7UaWFGYieSr1DP21S88Fc7luFI5wqNh5/Ep4IWCYjRSQ0wqn1eO0JbYwPvMGtmNSqaWJBrtoT2zFtGqAQFN93LrmC1e0zytJbVs3S0zKY8xPHABge8enmVRHUVQPLbUkll1n+NiP2ND8ECPycczJMpGmfjRPCMc2sK06J0uHcCyDWjnNltaPUmn1YtfrOI6FqgeINa85FzRBOlalWk43euNdrhW66VOHCCHQk20Ujx9GGHViO+9b0Zd8+uXvUt6zn/L+IwTvvh2trYXayTME770Tp1Zr3FCrCqH770IJh0h8/lOoycYNiDAtfFs2kH/6BRDgv2Uz/i0bqB47SfGFXWS/80PqQ6PEP/dJQg/eQ+3kIHa5AgJknxe9sw2tNUlgxxaaNtyPrOtYxQLjT/535g4+u6L3LUkS4c234G3vRFJVnGqZqW//b6xCDmFbBNdtRBh12tc/SNeOjyFJEvPFE8xmjqxo+/XcPPVCGtUbQNE8RAe2sarjIVpE94rWVzUvlcI0g/ndJEsrm6Ni2nVA4FfCN+wNrkcLMZU6zOmJZ7Edk7pZXkhvuhzhOKzx3YY30IQv2MzwsR9i1ApAY46GbRnv+Ljq1Rwn9vwv2gfuQwibYLSLRPsWgtGOFaX2hcZ3qVJP0RLbwGpjDc0Z3w3bDlcjMF0l6Evi88RQZZ22+BYS4X4kScKjh2mPb2U2exzgiotbvh/0t92PrgaxHYOZ7HH8nhhrOh/GsuuosodkdD1jc3vIJyVy5QkcxySVP4NpVSkkG5eaeNZDe6VRYOxyn3uX60ZQbvXwpr2PfHOjR8MRDq35KLFgN23xzcznGskyvHqY9sQ22uKbAdBU7xUlCblQsVXFcSwsu85cKLfk77OBDCdKr2LZBm9mXsQbiLG59XE6Vz/AqdJrZGZOMHV2F8Nmo4elrf9uxu1B6tUC1VKKQnqEPnk9jmOTnT1JKNqFbdXp3fhzeLQgtm0wM/I6xcwoCIdeae1CoDUzsoeZ4d1XdzJdN62bumcDYHpiN8VjB0l86FHkC4ZPOfVGz8H5+Rnn2ZUyTr2Of/sWRKWKX2rG8IM5MY0c9FN47mW8q/oo7z2IlcpQenUvst+L2hRHkiSEbWPn8gjLwilVqI+MIQf86B1tSLIEsoxv3SrMqRkq+w5jpTME7tyBd+0AwjCx0lnkgB9JkfFt2YBkKNi1GrXJMTyr+tB7L38zL4TAKuTQIm/dxMseL77uPoz0HKnnfoTiCxDasgPVH2Z+/gjW6G4Cq9fjae2AS9zbCiGoZWcbXcWarzEcanIQf3Mnlqd22eJ91dI8sqKTmTlB78bHSRajK75htewajmOvaNn3SizYg6b48HoinBp/hppRIBldS2fz8hNrQ3MOqLAucg/58gSloM3oiWdwbBNF1WnvvxfdG2Z2bB+tvXfw5uv/k641DxJpXr3suatXc2Sm3yTc1M/YyWfxh5L4gs1MnX0Z4dgUs2OsCd6Jqax8wlmhMo0kKefGIFcuu/z7kTqRRggHFcGguReAkD+JVw9TrM4QDnQAcHjoSVrjG2mNXV3tl9lABlX3kcguf7MyLE5eNFPMYP0AA/q2JT0kJ8uvkWjbTHPhyjK4Lexv5hVaYhsJ+ZJ0Jxvzb2RJRlW82MLEETa66mc2e5xEeIBKLU0qf6ZR9Xi2SjbpIV0YQ1MDtJdUDpovc5v+0KLPqCWMG2rypevmI4SgbOfwyH402UNo1mRt1yPUzQIn5dPIsoKqeMkWxihW51jd/iB+b/zyG74C4VkbZBWcxnUUGj33qUiJ9PSbiKKNYxngg02Jj0BJkIlXKcyO0rfpo0ydfRWzXkSSGoVDc3OnGNj6KTIzJyikh6iWU8wG0uTGTxOMdpKdO00g0kFq6hgp4aCZIQLhNmRFp17NM6HlUFQvtm0Qaeon0b5pRaMNPoiEIxDSjfMw6f3yYOumDzYCq9ZRPHaQ4rGDeJKt1Oem8fUMUB0bQlgWwfWbFy1fMiYx5+dpWnM3BBsNnX7h75ADfpRYFCUUwi5XiLRvJj5wB8Iymd39o4X1nVodu1jCt3UjWmsSYTuUX9uH0dmOd+0AkYFeKoeO4ZQqeDesoXr4OMb4FAiBpKqoTXGS2x4CwJiaQ8QdKso8mf0v4V3TTzS2lssRpknx8H7i9zW2IywLSdPwJFsw5qZp7ry1UZ8hbDDy0t8SueV2EA7CtokaiUtv2zKZO/BcY8iUN0C9mKF5832Y5Rwjs68tGqt+MfMTBwlGO/H4Y7SUYisa5z+TPU6uNIauBlljb3xXs2dcKf90BT9BCkmxkOkjVThDR9P2ZQOD8xP1VMXDWPkoQb0L26wRTa4hPX2c1NQRIk0DdKy6l1JuAgDLrFJID1PMjNLat5NaOY0sq3iDCYaOfJ9qaR7dGyE1dYRo82pC8W6ys6eQFZ11TR8icu6m+VKTF8939U9njmHbdWzHoLvefa72xrWpcHujcYSF2REnMF2lJbaOqpEnEuigbpaIBd8K9Lf2f5p3MkmlpRy/7MV8uZSUA9pbk08dYTPjS9Fea2G17zbkvLpwWFfaRqriuWgVdds20BQfjmNRqefoTt5B0NdCUZ+hWJ2lUs+gqz5Ozu/Bp0doLcUpt3i4be6hJfuvtgYIzZorPiaX61pzsDnNURQ0NonbkJAIzwpKtoHi0VjT+TBC2GSD42SKwxh2BT/XNtg4z7AqjJ18CaP3DuYnDlKfziPJKtGmATz+GLmAxfTwbnRvCDXvo2vthxk/9Ty1ShZF9RD0xzhbPUxzZ+P6kmjbgKp5mZ84yNjJxigI3RtBllXa+ndiVAsgSQwd+R5dax9COBajJ55hR+cvsH/iSdr67yafGsKxTaLhu6849bzr5nXTBxu+tEz75o8wN7KHqW99A4CmD/8cwrbxtC+ddB2JroHomoV/z7z4HZR4lGCsHzNi4tQNIvG1yFrj6Zxl1JE0jdk//drCnA01EUMJh4iEGvn0rdt7KJZHqL15GnM+hVNtFA1USmVQGjcNgdu347fiSOcqfJeYIf3Md4h94ucI+/sIff7LANRnp9GTrZe5iRD4BxrvQTgOE3/135AUheaHn8BIzzNTfRl//xpqh0eJ3HoXis9P1NONJ5y87Pms5WZBkvDEWtCDUboTdzB8+iUcyyTcffl83d3rHqaUm2R+4iC1WD9e/dKZqwyrQsDTxHzuNOusLY3eofcBSZLx6CF0LUDQm1zRTZ8ia2xr/RilVhV1LM28lCKWXEOlOMvMyJ5Gl7ckE2kaIJ8eIRTrQtX9nNjzjcY+ZYVgtJOWntuZGXmdUKyb3NxpSrkJ6tUssuKhz78NqzOOSDuXzX51eOhJNvb+PDUjT7WepTW+mbSSpn0igyR9MH9azmqnKY7MEfA1Uc42Ui+Vq/OoiodooGuhHVeSOQxgLpQjkQ8sO/GyUfwxRWulmRPFXTR1bqM5v3hYm+1Y5+IHif1T32FH+6cW/iYhEyt4QWfRPmzHZN/4t7it65dWPJ+jt+Wui74+0H4/quJbGDIS8rdyZupFvFqY3pa7ODn+NMflA0iOREfTdk5N/YzaRIHt+gOo58rMm45Brc0NNFzvLVtYTARmkIoSjrAY1E+iSCq2sPAFInRFbkOSJBwhqNYzrGp/YMXf9YspVefwe5uYD+URjkVrZXH9I131kWjfxOiJZ5AVDcc2kSSTWiWDZdWoV7LIsoJRK+D1x8nNnSbeup709HFkWaVezWMaJSJNjXljRq1AINyG2udlfuIQ/nALhfQILd23cXrf3+INJHAcC3+4lXzqLADR5BrGOANArBTAiXVSK2eWPIhKx6qUCzN02+58LNdSH8w7gitQTdjI7R0E9A1UR4fxdnaT3f0SdqVMy0c/fdn1Pav7kYN+/LGLZ3eRZBnZ+9ZQLCEEwrIJipaF19RgiFhwM7TAxNm/ov0jv0CxOkp9ZBytrQVrNoVTKqFEO7CKBfB4COqtBD77/yzJEFXzFNCcJMjLV2W2SkXmf/oDur74ZTKvPE/zIx9DDUeY/cGT+HoHCKxeT3X4DHpTkmR040LgtBK+pk7MUg5POE6r1AcKrOp6mKMHv0687Z7LfuLK+WnGT7/AQOg2dO3ST03OFypTZA8hfwtSVXrfPFEPzphkgzozmeMLk4lXwhEWjiPh98QoZg/Q0nM79WqOamkeo5ZfWK5v0xMUM6MUMsMomhfbrBEItxEIt5KZPo5plDFqBUyjjMcXpVpq3Dh72m/DcGyEULncadzS/2lkSaYtvolCZYa53AlWW+tRPqCBBsBaazPZdou53An83jhdzbeiKl60qyzKlSxGLztzzjKrAKwL3gU5CSSwbIP9E43imP2bfx5voInAVI2m9s1cmIFBkiR8bwvY62aJcXGG27o/e9GeiisV9L31EGL76s8B0NOyk3xpgqGZV2iKrKJUnaNmFBif27sQ9NjCJN8kCM07mB0xsoWzhC7MwOFyXQeFpMx05ih9xgACgS55qTgFKs06sqRil01kWcNxTMrVFF49xLruxxcNS3QcG9OuIsTlH8osRwjB8bmfsr75w5RFFtus0uppplSdx++JY9o1JEmiw+hkRtGIJRujFkLxHlTNS3r6TVp6bicze4J86iwzI6/j9cfxBOL0rH+Eo7v+knCij571jy46bgBfKIlRL+IxowjHpl7N0dZ/N3PjB2jtuZ258f3UK1lAon3gbkaO/xjdG2Ew/xpaNYBAMNuUpq361nffMmuY9eIH/65SONxY2ahuoGO5hJt6gvj4qWcxMilChQCtyR3oTc3UZyaRvT68Hd2Uz55G2DbVseFltxHv2k40tvSJvRAC4TiNonrZPIkv/AJqcwJsG1FfftJD20OfRvZ4iUTXktz2EM0b7qftQ58iEl2LXa0y+dRfkc8NAlw0FW0kuhZjZhJh1Jf8zanXqc9Mkd//OsF1m0g91xjeVTp5lOyrL+LUqnjbu0ioPXSsepCOVQ8ia/q5lJYrYxRStOz4CNnTBxZekySJDZs/h+69dC+FY5vkUmdo67uTU+mfkYqULrl8uTaPZdfJlycXfkRLre+P8d4ONnWjwED7/cxkjmPZ9YUCgJeiq37iaQ1ZVtmSeASPP8Yq/220dDfyoyNJbG37GMXsGJZZxagVaWrfCjSeUJVyE9hWHQmpUR120xOsjdzD9o5PsaX1o406ETn/ioainb/4erQQo7OvY1pVis0f7J+UWnujV2HAXIssyZwa/ynVeu6qJ4JejiRJdJqN4VnpWA3TrjbGbocLbGn9KFvanqApHyI0bSBLMn3yesbVUVLR5cdg6WqAPnXjNQk03u58IKEpXlTFg1cLUarOUjMaCQ001YcsK3QlbyMTMzg79RLTwXkC01W6y26g4br+TLuG7ZhIyBy1d1N3ykhI1Iw887mTFKuz+PQIYX8bTZHVxII9S+Y/aaqXvtZ7rirL28JxWBUkSSbty2NU81hmjSnPFOP2aU5X93KqsItThVc5Yxykped20tPH8PiiVAozDB//Ee39d3F89/8gllxD/+aP0dp7J7o3THPHVsZO/pS2vrvQPEHGTjyzsE+vP4buDSPLKmu2/yLl4gwDWz9BvZpnfuIgya5bmBh8kUjzKs6Pt1RUL8FYF0Ytj1kvEYx10dyxjdmxfYveT0spxoC6BYAh+zjZJgvHsSi0fLCvCa6Vuak/BRF/NyGjMUnaMQ3saoXuLU+AbaOGI5iZFEgSqed/3AgebBthr2wCcmZkL/NHXsAuFVFCQfI/eZ7Sy69TeO5l/Du2LLue4l3+pkXx+ej5/JeJJS9db8Hb0b0w2V0IQfqlxtjM9M+eIX/gderTE/jMINXxEZRAEFnVcOo11jz662Rf+xnCsZmd28/0xG4c2+L003+xqGbIchzTYGb/c8zuf5bYmltxHItMsPG0XdUu/+RXkmQkJALhdgKRDpKFS09ODvla2NT7CW5Z9Us4wkII8b4ZhiHRSJ/q0UL4vXEUWb+qm7/gtIGu+mizOgjFexpFJ2UFWdEIJ/rwh5IUMsN0rv4Q8+MHUPUA/f7tWGaVeFojWYzg80SRJIVUIHdVT+clSea2tb9Ce2IrNbNwxeu/n/inKwTnLY45e2gKr6YreSuJ8LszbKAp50dX/QgERrWAzxM9VyRycZvZZp3g3PK/U5IkvSv58qPBLlZ3fJjm6NqF/aULw/j0GNV6lrZ8lNs9H6GncvkaQS7XtTAemGZk5jUcx+SkfIg1HQ+hyz50yYtpVelp2UlHYhur2h+kp+UuOpq20ZZY/np9Jd4svkImXmfKM8XB2e8z6pymf8vHmRvbh6J68PgiZOdO09J9G/nUENHkGtr670aWNRJtm2jpuZ1Qopd46wa61nwYWdHo3/wxZKWRXtyoFSlkRpAVnXxqCGgMk66U5pY9JqOaByRkRcWxTXzBJJZZJRBuRfcG8fga8zlK2XFW3/IZFNWDWS/iOCbheA97Rv+amlGgWs+RjtcWthuMdRGatZEkGf9Ubdn9u24ekni/TGW/SudLzG/+0n9E0ZfPhGTVq8yM7yawah3VsWGqY8NYpSLeto7G5Gxdx987gOzxUpuaIHrbXRQO7yO4cRuyuvTpRi5/GlGtEQ4PMPnjvyH84fspvbYX2eul7cFPX5ehPsK2kRQFu1JG9voaPRnT45jZDFYhj10tY+ZzOLUqWrwJSVVBCNRQBMUfwC4VCazZQG1yjHhoFbLmIWeOkwiuQdE8i4Yo1QtpPOEEs/ufAwlkVccs55FkhcrcGLLuJdDSQ6CtnxZnZfm469UcU2d3IckK3kCCPmn9is/TbPYE+fIEXc23oU3mUCXthh9OZQuLU8oxmiKraY6svibbNKwKplXFq4exHZPj6WcJxXvxh1qoldMEIu3Ecz5SocKiLvCrdXbqZwCIc0N3uppvxTtZfMfbvdGUWj34p6tMh9Pky5OUqvM0RVbRnti64tTA14plG8x4Z+k0Gzfpw84JAPrkRrHMMfkskqRQr+YIxXtIFqMI4byniROEEIzP76NSS+H1RMgUR2iOrKar1E5j2Jd0w39fXe9vdaeK3dlEKj+IYZbIFEeJhbqRkJBlDV31057Yds0/h0II5kK5hcyKQjg4wmY+mCc7e5J6LY+qejHqRbz+OLZtEkuuIRTvRlF0ZGVlDwaEY1MpzRMIt2LUCmieIJZZpVqaJxzvveS6jRTqNYqZMRTNi1kvonlCmPUy1eIs3mATtXIa4dgY9SKaJ0ilMIOieril5WPX7JxZdp0XDv2/5PN5wuGVZ0J8N5y/l3xA+gSqdOMUN7SEyc/Ed2/Ic3ahm6ZnI3vmEHa9uuzfVY+PzlUPEjGb8HZ2YxXz6Ilm9JY2gpu2UZscA0VF1j049UakbmbTS6o3lk418uwrExWk0QJOvY5iqph7T+HRY+jCf00qPgohMLNp7FqN/KE3mP/pD0g99yPmn/0h2ddfJvXcj8jsep767DS16QmMzDz12Wk8Le34+9eghsIE12xA9njRojE8LW3U52eJ0oZdrSCrGrLmwTENFK0x58Q2qjiWiVWvMn/kJSZ2fRezWkSSZKxqCT2cwKwUCHasQvX4MSvFFQcaAKrmRzh2Y2yqEEyooytetyW2nr7WexiaeZmD5kvUnRs3L58lDGajBQSCUnWeoLcZ017Z059MwmRCb2Scmg1klvxdVbwcn3uGCWWUMec0jm0xoG5m/NRz+EMtjXoa+Z9dNtBIx2tkEiZCCGb8qYsuI4RDuZbGsusIYbPaWIt3sogQglyzoNoeWNF7ulE5wsF06gghOD3xLCO+Ecq1NP1t99Ge2Epf693XPNBIRd+qu+IIh7pZ5GjmOc5aRxZeVxWdTrOLulnGdkw0bwjHsUjHGr9v3c4ARq2AUSswMfgzZoNp3hj/23NFxs69N8fiZOX1Ra9dT5Ik0Z28jXXdjxEL9mLbJjOZNxnxjTLqn3CHWriuOSEEQggc4ZBpsjglHWE206gPYzsmIX+S/rb7GWh/gL7Wu+louuWa3TQLIZgLF5gLNYpYjr75E+aCWd4svsLJ8m7O1g+RmjpKS+8dOLaFxx/HF2wm3rYRo5pDVnTGTj53LsW5xfDxHyGEIDV1lEJm5KL7lGSFQLgVAN0bRpJkND2wKNAYP/U88xOHMOolho4+BcDkmVeoluZwbJPp4deIJdcwO/oGsqwiSRLF3DiJ1o04jgWShKYHiCXXoGo+JEnhSPppDs3/mGyTRa5ZcMY83FjW5brAB30qz4Lc4H4kScLf0oMv3rrscrKmEypHsHbej+z1oXi95N7YjaelnfLJYyjBEGokilUqojclG3MjtLei3ODaRl790MZtADiGgVOr4mnroHj8MADzzzxF8rGPY1crKL6LpxY93+EkbJvSiaON/chyY5iMz0fu9VcIrFpH+cxJwrfcjr9/NfkDe2nf8GFmh15FPrfdyvAZVj/4JWZTB3FMk5bmWyh4sxipOaJyB00b14LUeKqYuK8xHKRr7UcWjqM1+Vb9B9XjP39weMJN5IeP4ok0E+rZQLTgY2T21caPu2kQX3cbsua5ZE2Ot5MkiXJhGgHo3hCBSDtcetrGIprqY6Dtfs5MvUi12Y9n7saZLF61i5SbNWpGnpnscZS0xpziYXXHg2iqb6Fn4HKCsyZWLNQ4r5LEntG/BsDji+I4FluTj4MkIcsqkeZVyKpOJl6HMZAVjbZ6G8E1nZBemvpUCMGR9DNsSTyCoujnJj4KQhkJLtopKDWq5869gaZ6mQqn8HniTKb2Y87UcByLLcrdaPL7Yx7N2+WaHUZmXmebci+WXadUnadmFLDsKuu6fo7Z7Amao2uvacXv0Lzgjan/Q//mnyczc4JaJYusaKQmj2A2lfAGmok2DxCdlzk09d231ot1M3X2FULhe9BVPx5/FNs28Dg2pewEgUg7Q+YRark0ibaNdBidaHrgor0dp6p7kZDo17dg2bXLZoS7UpniMNFgJ/nyFHWzSNXI4/cmgPd3cOp6b1nCoGqXCCgRpkIp0oUhBAKfHiVUT7K+++cYn9/H0PQukGBz7yev6Xc31+wwPfw6a/y3cTT9U7RCAM0TJGObtPXfzcibP8bjjzeyR50b7jp44Fu0998DkoxwIgQj7ejeCP5QM/l5z7n5koJ6JQeA5glSK2eQZY1gtOOKj9EfbsUyKtRK8+iecwlYJBYCk7a+nQD4gk3Iskow2oFZL6FoXkrZcfyhFqqleUq5CVTNh6J58fgiBKteAjNGY9j21FH6ujZco7Pq+qC4aYZRBVr7kGSZSP8Wmjffe9n1bKNGJQmhnBfhOJx56Rt07/gYiu4l50xSm55Cjyeoz0yBBLF7PnzR4VT12SnKZ05jFXK0r7oP26gxtrdxk9D6yc+hhqONBYXALpdIPfcjfL0DGHMzIMuY2QzBtY0vbnnwBFaxgCTLhDbdQuHIfgBidz2A3pQks+sFurd+lLm5Q6ihMHFvHwU9Q1y5dKE/q9q4o1d9wYV/S7KC4lk6f8QoZpjZ91O8sVZso4ZRyhJs60cPxciPHKeWnqLrgc+QOr6b1T2PXPEEumo5Rb2SY2bkdbYmH7+qseW2YzKdOUq1niMa7EIIh+as/5pPiHWEc8mLlRACU9QQCAaVEwS8CQyzjM8TI1cap7/tPiRJRlcbqU+vJjBKRcqEUgJN8TKujDA3to+18fuYYoR6NY9lVPAGmzDrZRRVp6X7VhL5AHOBDGMnn2V7x6c4Wz+I5gkxoG6+/A4vdh4cm7H5PcznBheyHwV8Sar1LJIks87azGHxGhu5FU32XH6DN4CqfT7KFcwE0sznB2lPbGEqfYRV7Q8QCXQwMvsaPS07r+gzatl1HMdC1xbfWGfiBoMHv82tXb8INCZanyi92khL2XMbsqxQzk9TyDTSVPawhiH7KKXcFAgHWfWAsIm1bkCWNYrZUWRFo6l9C4MHvtV4J8LB44uiaI1J2pXiHJuTj+LRQks+e5Zdp9DcGNqoqF6aC+Er/nyev7ScXy9XnsCnx5jPn2I6fZRosIOAN0kqP4gsK2wSt76jNKKuDz5bWJhOHUmS0CUfkiRxQjlMsTKHLMlIkkw02I3fEyNXnqBYmV1YV5Ik4qFeyrU0pl1jTceHF2VSe6cy8Tozo3tZ5dvBqeJuKoVpANbd/svk58+QS53BsQw0TxDHNgCZ1cHbOTzd6GHwhZKs2vrJhe2dT8xy4XfCsS0GD34b0yizetsv4PFHV3RsQgiOv/Y1kt07sIwqllmle91HLrve3PgB8vNn6Fr7Yc4e+R6ObRIIt6H7oji2sVAAVtX9bG/9ONAo7hr2t63ouN7ufTGMio/deMOo+P4Nec4udNMEGy23PoIkSbTe+vDC30pTZ/C39CIrS2+I336hrOdT6KEYtlGj6CsQrseYOPks0TvvxcrnKBzetzApW5JkhGM3AohKmZ4dnwBA1jxkmSTzygtokSjIMsI0EY6D4vWCLNPafSdGIcvkkWeI3rqT3BuvLhyT3tSCGomiNyeRVY2wSKJoHhSv/x1dpBvvVSxsY/zl/wsCuu7/NKWpM5Smh1H0RtAV6d0Akszkq9/HMaqEOtfSnbgNSVYZHP4RygW9H93JnXj9seV3vOQ4HI6/9j8aN0X+OLoniBA28dYNtFZWVoviQnWzSKEyw8jMawR9TeeKkmm0JTYTmH7nw0cyCZN4Wls4dkuYi26mDafGIfMVEuF+miKr8GhBNDWALMk4js3hoSfZ0PM4quJdmGexkn2a9RItpRiOcNg3/k18oRaa2jczdvKn+ILN6N7QwgTBRNsmCulhWvvuZGZkD7o3jO4Nk509SeeaD2HUiiiKhiRrCGFfdY70ulliMnWQZHQtJ8Z+gqb66Gzazvj8PrYp91BzSvjkpTe17wVbWOSbIZ5a+r13hE0xqTCbO4lhlbFtg0S4n1x5gpCvhUxxBE3xsrH35y+7n7d/rwDOGIeolubZHG9c6A2rgqZ4AYlxZYjs7Ckcx6S5czvzE4ewrRreQBO2VcMyq+jeMKrmwzKqxFrWEI73cvbI93Eck1CsC5DJzp4g0tRPtTRPU8dWps7uWth/vHU9ltnYlmWUUTUfHn+Cfm0T+SZnoWL5qHSGZK2JQtxh5M0fc2vXLzKhjhGKdhHPrKynyrAaVeTP5+O37DqKrJMuDjE8vYut/Z/m9ORzC4G2V4/SXelYSJ1cSCpUjRwtObdwmKvhjH6aTLExvHaVvIm41kbNLjHhm0KWNZKlCBOeSbx6hLbEFiyrhqb6KNfTGGaJpvAqMqVRhqd3sW3VL5777l0b5+dmpKaOEI73kJsbRJIVND1AU8cWJgZfolZO0bvxcTTdz8ibP8HjixJNrsYXTKJqPlTt8sdj2yaWUUb3Lk0OcSlGrYCq+S96v7OcWiVLOT9JvHUDs6N7mZ84hO4NoXsjmPUSzZ3byKXOssZ/+0JGvjeLr7AhdPkHuhfjBhtXzg02bhD5fJ5oNMq2B75CRpkl0vtWJqd6MYMejF7VjbqwbSZOPkvbwL2o3sVPKYVjgySTl2YwCzmaw+vf9ncHq1pC9YeYmdiDv28VEatp0baLE6fwxtvQQyu/Wb/WHMugMHaCFm0Vjm0wZwwTaB9A8wXJDO5HD8bAcUgqvUiyTCk3QSh26V6UlZifPIw/2ITujZKeOoLmDRJtXntVmaaEEGSLo8RCPRhWmXThLC3FKKp0bYf2zEfLlKqzdCVvRx1vzHFwcEjHajSFB67Zfqa0SQDazbe60AtJmXolS6IQYEIZI9q8mnJ+mlp5HkXz0eX0MS4P4Q8mG1WeS/PgOHRJA8z7s8RLQSotOrm5QXqV9cvtesUmUgdojqxGVbzM505hC4vOUsvlV3yX1NpDpPKDdJYXD6fMN8tkisM0R9agKvq5IVONYURVI4vfk1h42hjwJgCo1LP49OhFL/q5hE21lKat/tbTU9OqkY8ZmEaN1lozw+ZRQolemothcnGLzMybBCIdGEYR9VzleMe2MOtFVN1Pbn6Q5o5bCMYaBQTnxg8QiLRhGVUWhltIEh5vGH+4BSEcUpOHiTQNUEgP06dtQZJk5gIZhOMQivdQSA+jqDrVcppuMbDovUx75rCsCl12L2PSEKFYF7HM1V1oM4VhQv42HGGRK42RCK+iXEvj90TRVB/Z4ijRjIp8biqhKeqYbVH8M8vPtXPdfBwcJvzTgER7YgvqeIpCcyO7X7WeoVrPEg8PEAm8O6mUcwmbcAqKzRK51FmMSp4efQOa4gME48oIkcQAmr50yPTc+AGa2rdcUQDwXhBCMH32FSyrTijWRZvRztn6QZJd28nNn6WbVdfkQZJl13n56B+Ty+WIRK7t8M136nywcQ8/t1CM9EZgYbKLH7vBxnttYmKCri43taLL5XK5XC7XjW58fJzOzpUnl3k31Go1+vr6mJmZea8PZYnW1laGh4fxeq9dT9219oEPNhzHYWpqilDoxhjCsRKFQoGuri7Gx8dv6Ej1g85thxuH2xY3BrcdbgxuO9w43La4doQQFItF2tvbkS9StPi9VqvVMIwryHrzLtF1/YYONOAmyEYly/INFyGvVDgcdn+8bgBuO9w43La4MbjtcGNw2+HG4bbFtXGjDZ+6kNfrveFv6m9UN17o6HK5XC6Xy+VyuT4Q3GDD5XK5XC6Xy+VyXRdusHED8ng8/Pt//+/xeN4fNQk+qNx2uHG4bXFjcNvhxuC2w43DbQuX6/I+8BPEXS6Xy+VyuVwu13vD7dlwuVwul8vlcrlc14UbbLhcLpfL5XK5XK7rwg02XC6Xy+VyuVwu13XhBhsul8vlcrlcLpfrunCDjXfg5Zdf5oknnqC9vR1Jkvje97636O+lUonf+I3foLOzE5/Px4YNG/jLv/zLRcvMzMzwhS98gdbWVgKBANu3b+c73/nOomUymQyf//znCYfDRKNRvvSlL1EqlS55bLVajS9/+cskEgmCwSCf+tSnmJ2dvSbv+0Z0ubaYnZ3lV3/1V2lvb8fv9/Poo48yODi4aJmVnLOxsTEef/xx/H4/yWSSf/Ev/gWWZV3y2K6m/d6v3mk7ZDIZ/vE//sesXbsWn89Hd3c3/+Sf/BPy+fyi7bjtcGnX4vtwnhCCxx577KLbcdvh8q5VW+zevZsHH3yQQCBAOBzmvvvuo1qtLvzdvU5c2rVoB/d67XJdHTfYeAfK5TJbt27lq1/96kX//lu/9Vs8/fTT/PVf/zUnTpzgN3/zN/mN3/gNnnrqqYVlfvmXf5lTp07x1FNPcfToUT75yU/ymc98hoMHDy4s8/nPf57jx4/z7LPP8sMf/pCXX36Zf/gP/+Elj+0rX/kKP/jBD3jyySd56aWXmJqa4pOf/OS1eeM3oEu1hRCCj3/84wwNDfH973+fgwcP0tPTw0MPPUS5XF5Y7nLnzLZtHn/8cQzD4LXXXuN//a//xTe+8Q1+93d/95LHdjXt9371TtthamqKqakp/vAP/5Bjx47xjW98g6effpovfelLC9tx2+HyrsX34bw/+ZM/QZKkJa+77bAy16Itdu/ezaOPPsrDDz/M3r17eeONN/iN3/gNZPmtS7h7nbi0a9EO7vXa5bpKwnVNAOK73/3uotc2btwo/sN/+A+LXtu+fbv4t//23y78OxAIiP/9v//3omXi8bj42te+JoQQ4s033xSAeOONNxb+/pOf/ERIkiQmJycveiy5XE5omiaefPLJhddOnDghALF79+6ren/vJ29vi1OnTglAHDt2bOE127ZFc3PzwnleyTn78Y9/LGRZFjMzMwvL/MVf/IUIh8OiXq9f9Fiupv0+KK6mHS7m29/+ttB1XZimKYRw2+FKvZN2OHjwoOjo6BDT09NLtuO2w5W72ra44447xO/8zu8su133OnFlrrYd3Ou1y3V13J6N6+iuu+7iqaeeYnJyEiEEL774IqdPn+bhhx9etMy3vvUtMpkMjuPwzW9+k1qtxgMPPAA0nmhFo1FuvfXWhXUeeughZFlmz549F93v/v37MU2Thx56aOG1devW0d3dze7du6/Pm72B1et1ALxe78Jrsizj8XjYtWsXsLJztnv3bjZv3kxLS8vCMo888giFQoHjx49fdN9X034fVCtph4vJ5/OEw2FUVQXcdninVtoOlUqFz33uc3z1q1+ltbV1yXbcdnjnVtIWc3Nz7Nmzh2QyyV133UVLSwv333//orZyrxPvzEq/E+712uW6Om6wcR392Z/9GRs2bKCzsxNd13n00Uf56le/yn333bewzLe//W1M0ySRSODxePi1X/s1vvvd77Jq1SqgMUY0mUwu2q6qqsTjcWZmZi6635mZGXRdJxqNLnq9paVl2XU+yM7/cP/2b/822WwWwzD4gz/4AyYmJpiengZWds5mZmYW3Vid//v5v13M1bTfB9VK2uHtUqkUv//7v79oGILbDu/MStvhK1/5CnfddRcf+9jHLrodtx3euZW0xdDQEAC/93u/xz/4B/+Ap59+mu3bt/PhD394YU6Be514Z1b6nXCv1y7X1XGDjevoz/7sz3j99dd56qmn2L9/P3/0R3/El7/8ZZ577rmFZf7dv/t35HI5nnvuOfbt28dv/dZv8ZnPfIajR4++h0f+waJpGn/3d3/H6dOnicfj+P1+XnzxRR577LFFY55d19eVtkOhUODxxx9nw4YN/N7v/d67f8AfUCtph6eeeooXXniBP/mTP3lvD/YDbiVt4TgOAL/2a7/GF7/4RW655Rb++I//mLVr1/I//+f/fC8P/wNjpb9N7vXa5bo66nt9AB9U1WqVf/Nv/g3f/e53efzxxwHYsmULhw4d4g//8A956KGHOHv2LP/1v/5Xjh07xsaNGwHYunUrr7zyCl/96lf5y7/8S1pbW5mbm1u0bcuyyGQyFx3aANDa2ophGORyuUVPS2ZnZ5dd54Nux44dHDp0iHw+j2EYNDc3c8cddyx0d6/knLW2trJ3795F2z2fMeRSbXGl7fdBdrl2OK9YLPLoo48SCoX47ne/i6ZpC39z2+Gdu1w7vPDCC5w9e3bJ09ZPfepT3HvvvfzsZz9z2+EauVxbtLW1AbBhw4ZF661fv56xsTHg6s6re51Y7HLt4F6vXa6r5z7WvU5M08Q0zSVPbBVFWXhSValUAC65zM6dO8nlcuzfv3/h7y+88AKO43DHHXdcdN87duxA0zSef/75hddOnTrF2NgYO3fufOdv7n0sEonQ3NzM4OAg+/btWxgispJztnPnTo4ePbroYvLss88SDoeX3AicdzXtdzNYrh2g0aPx8MMPo+s6Tz311KJx1OC2w7W0XDv863/9rzly5AiHDh1a+A/gj//4j/n6178OuO1wrS3XFr29vbS3t3Pq1KlFy58+fZqenh7AvU5cS8u1g3u9drnegfd6hvr7WbFYFAcPHhQHDx4UgPgv/+W/iIMHD4rR0VEhhBD333+/2Lhxo3jxxRfF0NCQ+PrXvy68Xq/48z//cyGEEIZhiFWrVol7771X7NmzR5w5c0b84R/+oZAkSfzoRz9a2M+jjz4qbrnlFrFnzx6xa9cusXr1avHZz3524e8TExNi7dq1Ys+ePQuv/aN/9I9Ed3e3eOGFF8S+ffvEzp07xc6dO9+lM/Puu1xbfPvb3xYvvviiOHv2rPje974nenp6xCc/+clF27jcObMsS2zatEk8/PDD4tChQ+Lpp58Wzc3N4rd/+7cXltmzZ49Yu3atmJiYWHjtcu33QfJO2yGfz4s77rhDbN68WZw5c0ZMT08v/GdZlhDCbYeVuBbfh7fjbRl83HZYmWvRFn/8x38swuGwePLJJ8Xg4KD4nd/5HeH1esWZM2cWlnGvE5f2TtvBvV67XFfPDTbegRdffFEAS/77lV/5FSGEENPT0+JXf/VXRXt7u/B6vWLt2rXij/7oj4TjOAvbOH36tPjkJz8pksmk8Pv9YsuWLUtS66XTafHZz35WBINBEQ6HxRe/+EVRLBYX/j48PCwA8eKLLy68Vq1Wxa//+q+LWCwm/H6/+MQnPiGmp6ev6/l4L12uLf70T/9UdHZ2Ck3TRHd3t/id3/mdJek5V3LORkZGxGOPPSZ8Pp9oamoS/+yf/bOFlKwXHsfw8PDCa5drvw+Sd9oOy63/9nPqtsOlXYvvw9u9PdgQwm2HlbhWbfGf/tN/Ep2dncLv94udO3eKV155ZdHf3evEpV2LdnCv1y7X1ZGEEOJa95a4XC6Xy+VyuVwulztnw+VyuVwul8vlcl0XbrDhcrlcLpfL5XK5rgs32HC5XC6Xy+VyuVzXhRtsuFwul8vlcrlcruvCDTZcLpfL5XK5XC7XdeEGGy6Xy+VyuVwul+u6cIMNl8vlcrlcLpfLdV24wYbL5XK5XC6Xy+W6Ltxgw+VyuVwul8vlcl0XbrDhcrlc7xEhBA899BCPPPLIkr/9+Z//OdFolImJiffgyFwul8vlujbcYMPlcrneI5Ik8fWvf509e/bw3/7bf1t4fXh4mH/5L/8lf/Znf0ZnZ+c13adpmtd0ey6Xy+VyXYobbLhcLtd7qKuriz/90z/ln//zf87w8DBCCL70pS/x8MMPc8stt/DYY48RDAZpaWnhC1/4AqlUamHdp59+mnvuuYdoNEoikeCjH/0oZ8+eXfj7yMgIkiTxrW99i/vvvx+v18vf/M3fvBdv0+VyuVw3KUkIId7rg3C5XK6b3cc//nHy+Tyf/OQn+f3f/32OHz/Oxo0b+ft//+/zy7/8y1SrVf7Vv/pXWJbFCy+8AMB3vvMdJEliy5YtlEolfvd3f5eRkREOHTqELMuMjIzQ19dHb28vf/RHf8Qtt9yC1+ulra3tPX63LpfL5bpZuMGGy+Vy3QDm5ubYuHEjmUyG73znOxw7doxXXnmFZ555ZmGZiYkJurq6OHXqFGvWrFmyjVQqRXNzM0ePHmXTpk0Lwcaf/Mmf8E//6T99N9+Oy+VyuVyAO4zK5XK5bgjJZJJf+7VfY/369Xz84x/n8OHDvPjiiwSDwYX/1q1bB7AwVGpwcJDPfvaz9Pf3Ew6H6e3tBWBsbGzRtm+99dZ39b24XC6Xy3We+l4fgMvlcrkaVFVFVRs/y6VSiSeeeII/+IM/WLLc+WFQTzzxBD09PXzta1+jvb0dx3HYtGkThmEsWj4QCFz/g3e5XC6X6yLcYMPlcrluQNu3b+c73/kOvb29CwHIhdLpNKdOneJrX/sa9957LwC7du16tw/T5XK5XK5LcodRuVwu1w3oy1/+MplMhs9+9rO88cYbnD17lmeeeYYvfvGL2LZNLBYjkUjw3//7f+fMmTO88MIL/NZv/dZ7fdgul8vlci3iBhsul8t1A2pvb+fVV1/Ftm0efvhhNm/ezG/+5m8SjUaRZRlZlvnmN7/J/v372bRpE1/5ylf4z//5P7/Xh+1yuVwu1yJuNiqXy+VyuVwul8t1Xbg9Gy6Xy+VyuVwul+u6cIMNl8vlcrlcLpfLdV24wYbL5XK5XC6Xy+W6Ltxgw+VyuVwul8vlcl0XbrDhcrlcLpfL5XK5rgs32HC5XC6Xy+VyuVzXhRtsuFwul8vlcrlcruvCDTZcLpfL5XK5XC7XdeEGGy6Xy+VyuVwul+u6cIMNl8vlcrlcLpfLdV24wYbL5XK5XC6Xy+W6Lv5/NYHMFDU8QcwAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(10, 10))\n", + "\n", + "# Convert Y-Axis from default to symmetrical log (symlog) with labels\n", + "ax.set_yscale(\"symlog\")\n", + "ax.invert_yaxis()\n", + "ax.set_yticks([10, 20, 30, 40, 50])\n", + "ax.set_yticklabels([10, 20, 30, 40, 50])\n", + "\n", + "# Plot contour around data\n", + "plt.contourf(\n", + " power, vmax=(power).max(), vmin=(power).min(), levels=10\n", + ")\n", + "plt.contour(power, levels=10, colors=\"k\", linewidths=0.5, alpha=0.75)\n", "\n", - "#### a quick demonstration\n", + "# Plot Scalogram\n", + "plt.imshow(\n", + " power, vmax=(power).max(), vmin=(power).min(), aspect=\"auto\"\n", + ")\n", "\n", - "##### of further and further\n", + "# Convert default X-axis from time steps of 0-504 (0-len(nino3_data)) to Years\n", + "start_year = 1871\n", + "end_year = 1871 + (len(nino3_data) * dt)\n", + "x_tickrange = np.arange(start_year, end_year, dt)\n", + "start = int(9 / dt) # 36, starts the x-axis label at 1880 (9 years after start of data)\n", + "display_nth = int(20 / dt) # 80, display x-axis label every 20 years\n", + "plt.xticks(range(len(x_tickrange))[start::display_nth], x_tickrange[start::display_nth])\n", "\n", - "###### header levels" + "plt.title(\"El Niño Wavelet Power Spectrum\")\n", + "plt.xlabel(\"Year\")\n", + "plt.ylabel(\"Scale\")\n", + "plt.colorbar()\n", + "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "as well $m = a * t / h$ text! Similarly, you have access to other $\\LaTeX$ equation [**functionality**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Typesetting%20Equations.html) via MathJax (demo below from link),\n", - "\n", - "\\begin{align}\n", - "\\dot{x} & = \\sigma(y-x) \\\\\n", - "\\dot{y} & = \\rho x - y - xz \\\\\n", - "\\dot{z} & = -\\beta z + xy\n", - "\\end{align}" + "## Phase Spectrum" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 59, "metadata": {}, + "outputs": [], "source": [ - "Check out [**any number of helpful Markdown resources**](https://www.markdownguide.org/basic-syntax/) for further customizing your notebooks and the [**Jupyter docs**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Working%20With%20Markdown%20Cells.html) for Jupyter-specific formatting information. Don't hesitate to ask questions if you have problems getting it to look *just right*." + "# compare the phase spectrum\n", + "phase = np.angle(wavelet_coeffs)" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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bbsrPZjOcd955+Na3voVf/uVfxv3udz/s3r0b119/PS6++GLH+nDXu94Vj3rUo/DWt74Vv/Irv4KPfvSjuPbaa/Gyl73MljHlX/7yl+PBD34wS6vJjOXDPPsnf/InOOWUU4LfJ5P5tuHdu3fje7/3e5PlcsbrT//0T3HxxRfjqU99Kn7xF38RBw4cQF3XeOlLX+pYfA4cOIDLL78c7373u3HppZfi0ksvxetf/3pcdNFFeOMb3wigfe/zzjsPv/RLv8S2e9/73jf7HU888UR83/d9H77v+74P5557Lj74wQ/iy1/+spP5LIWNHgcf1KJmIFlEZrMZ+700Zpux9goKCgoWgSJoFBRsc/zwD/8wfvM3fxO/8Ru/ge/7vu9bWL2GCbzqqquC36688kqcdNJJUWsGAHznd36nFSZWV1fxiEc8wjJrk8kED3vYw3DZZZfh6quvxoEDByzz+ulPfxqf//zn8cY3vtEJ/pZcfZ7xjGfgp37qp3DVVVfhLW95C3bt2oUnP/nJ9vd73eteAFqtdw5TT2GePXDgQPLZMVmmFom3v/3tuOc974m/+qu/cmjhLkdcWVnBk5/8ZDz5yU9G0zT4qZ/6KfzBH/wBnv/85+Pe97437nWve+H2228f3F8pPPShD8UHP/hBfPWrX3UEjS984Qv4nu/5Hvv59ttvx1e/+lX85//8nwHkj8M973lPAMBnPvOZKB1jxspYvPxL/risZwUFBQXHAkqMRkHBNoexalx++eV417vetbB673KXu+DBD34w3vjGNzqM1Wc+8xn8wz/8g2UAY5hMJnj4wx+Oyy67DJdddpmNzzA4++yz8aEPfQgf/ehHnVSoRuNLNbxa6yD9qsEP/MAPoK5r/Pmf/zne9ra34UlPepIjBJ111lm4173uhVe84hW4/fbbg+dj9zqcf/752LdvH17ykpc4rkjcs6bNo3XbNNdvH/vYx/DP//zPTjk/41lVVXjQgx4EADh8+DCANqPXP//zP+Pd73530M7NN9+M9fV1kY6vfe1ruOKKK4Lvjxw5gve+972oqiq4rPIP//APnf597Wtfi/X1dVxwwQUA8sfh5JNPxqMf/Wj88R//Ma699lqnDO2XMWN1xhlnoK7rID7l937v97LrKCgoKNhKKBaNgoItgEsvvRRXXnll8P3ZZ59tNbDzwMRq0BSmi8DLX/5yXHDBBXjEIx6BH/uxH8Mdd9yBV73qVdi/f3/27dfnnHOODdT171U4++yz7a3YND7jfve7H+51r3vhF37hF3D99ddj3759+Mu//EvRh/3AgQP4nu/5HvzP//k/cdttt+EZz3iG83tVVfijP/ojXHDBBXjgAx+IH/mRH8Gpp56K66+/Hu9///uxb98+m/rUx759+/Da174W//W//ld853d+J575zGfi5JNPxrXXXou//du/xSMf+Ui8+tWvBtAKNEB7K/b555+Puq7xzGc+M6ufFoEnPelJ+Ku/+it8//d/P574xCfi6quvxu///u/jAQ94gCNg/fiP/zi+9a1v4bGPfSxOO+00fPnLX8arXvUqPPjBD8b9739/AMAv/uIv4l3vehee9KQn4eKLL8ZZZ52FgwcP4tOf/jTe/va345prrsFJJ53E0vEf//Ef+K7v+i489rGPxeMe9ziccsopuOGGG/Dnf/7n+OQnP4mf/dmfDZ49cuQIHve4x+HCCy/EVVddhd/7vd/DOeecY610Q8bhd3/3d3HOOefgO7/zO/ETP/ETuMc97oFrrrkGf/u3f2vXiBmrX/3VX8Uzn/lMTKdTPPnJT45a6fbv34+nP/3peNWrXgWlFO51r3vhb/7mb5LxKgUFBQVbFkct31VBQUESsfS28NJhYmB621hbOeltuTo4Gv7xH/9RP/KRj9Q7d+7U+/bt009+8pP1FVdckfX+Wmv97ne/WwPQk8lEHzx40Pntm9/8plZKaQD6Yx/7mPPbFVdcob/3e79X79mzR5900kn62c9+tv7kJz8Z9JvB6173Og1A7927V99xxx0sLf/+7/+un/a0p+kTTzxRr66u6jPOOENfeOGF+r3vfa8t46e3NXj/+9+vzz//fL1//369Y8cOfa973UtffPHF+hOf+IQts76+rv+//+//0yeffLJ9rxge85jH6Ac+8IHRMrFy/tg2TaNf8pKX6DPOOEOvrq7qhzzkIfpv/uZvgnJvf/vb9eMf/3h94MABvbKyou92t7vp5zznOfqrX/2qU/9tt92mn/e85+l73/veemVlRZ900kn67LPP1q94xSucVLQ+br31Vv3KV75Sn3/++fq0007T0+lU7927Vz/iEY/Qr3vd65w0s6a/P/jBD+qf+Imf0Mcff7zes2eP/qEf+iEnrbJBzjhorfVnPvMZ/f3f//36uOOO0zt27NBnnnmmfv7zn++UefGLX6xPPfVUXVWVM+YA9CWXXMK+24033qh/4Ad+QO/atUsff/zx+jnPeY7+zGc+w6a33b17d/C8NJZnnHGGfuITnyj2aUFBQcHRgNK6RI8VFBQUFGxNvOENb8CP/MiP4OMf//iGZGYrKCgoKBiPEqNRUFBQUFBQUFBQULBwFEGjoKCgoKCgoKCgoGDhKIJGQUFBQUFBQUFBQcHCUWI0CgoKCgoKCgoKCgoWjmLRKCgoKCgoKCgoKChYOIqgUVBQUFBQUFBQUFCwcBzzF/Y1TYOvfOUr2Lt3L5RSR5ucgoKCgoKCgoICD1pr3HbbbbjrXe+Kqlo+Pfidd96JI0eOHG0yAqysrGDHjh1HmwwRx7yg8ZWvfAWnn3760SajoKCgoKCgoKAggeuuuw6nnXba0SbDwZ133ol7nLEHX7thdrRJCXDKKafg6quvXlph45gXNPbu3QsA+IF3XYg7Vvbi9F0340hT447ZFEeaCRoonDg9hDWtcP2h4/D5K07Dt30EWLmtwZm/9lnctLYLn/jsPXHCv9fY/bV1HNlfo75DY3r7Or75wFWc98yP4Za1HfjKHcfhy+89A/uuaTA53KA6orG+s4KugGoGVEfamPuzn/8v+MaR3Tg0W8W6biX2lWodt6+t4tNfPhXTHWvYt/swqredgMkdGqrRUDNg5eYjWPnS13H6W26xtN85a4fv50/9B7zpG2fjg5c9CPu+COy4qUG1pjG5s8G5v/kRHNET/MWnHoYD75miXtOYHpzh2gsbPOLeX8Jnb7wLdrx9P47/+Ffx+V87AWff80u4dW0HDq2t4LqbjsPOD+7Bjm81qNYB1WhAAU2toLo7pJXWqA5rPOj5n8J6U+O22QrunE1x25FVfO3v7obdX2uwcus6dKVw8JQJVm9tMLmjwe0/disuPOPf8bnbTwEArKNCoyus6wpX33wi1t57IvZcP0N9uMH09nXoicLBU1YwuUNjemiGa5/RABo48N4VVIc1qnWNldvWcf25qzjuQd/A+l+fhNWbm/Zdn6LwxO/4FL55ZDfunE2wa3IER5oJbji0B9d9/QTc5a+nmK2q1pFwBlTrbX31YY2TfukanLrjZty0tgsNFBpdoVINGl3h6ltOwA1fOhGnfLibbApQM2B6+zpWv3EHznjVNXasbl9fxXU3H4ddf7kP9RENNWvHVel2nlRrGhf8+gdx9+k38MFbz8RaU+OIrnGkmeDQ+go+9+W74OT3TTG5U6M6ojE9tI6vnL0DT3jiv+CmI7ts/33jjt344ufvivu+7mbc/fevwzfXduETn74n9l81wa6vzVCtt+N/x4lToG7nZbXejuHun/sK7r/va/j64b040kyw3lRotMIVH7snjrsKmB5sUB/WWLl9DV972E6oGbDv2hnqOzX2XHUjvvZbq/jOA9e1z+oaR5oaALCrPoJDsxVc9Y0D2PNXezG5s0F1WOO67wP++9l/i1e//qnY85UG9eG2/pvvPcXjfvhj+PrhvVhvaty+vopTdtyC7973RXzg5vvhztkUJ68cxJpW+NJtJ+G6z9wFp1zW4GkvfA+maobLbzsdO+t1fPXOffh/f3Uf7PxGW69qNKo1jd2f/Sr+34tOwtl3/xIONSs4MqtxeDbBV//6jLbskbacmmns+Pod+MJ/W8V59/8cblvfgZsO78TOyRruWJ/iC586Hd/20bY/7/9rV+Cag8fj6svOQLND49L/3yvxk1/8Adz0ltOw46YZvnKuwlsu+D386jVPwU1/fjqmB9t1cNtpEzz+R/8ZX7lzP+5sprj5zp34f1/+Npzyvgmmt81w3ov/Cbeu78QNh/eiQWuRbaDwtUP7cO3lp+Kkf9eY3NFg59cP4dDzD+HUPbfgE9fcDSe+dwdWb5lh1/UH8fmf3IFz7vv/AAB3NlN86gP3wf4vATu+tY7b7zrB2T/yb7hpbScaXWFHtdauwVtPxNpfHGj7bYa2PxqNI/tqTA82uPsvXIV77PoGPn3rqbju1uOx84/347ifvg47Jmv4xJX3wEn/PMH5z/0wrr/zONzZTPGNO3bj6q+fhJMuXcX0UIPVbx3Gdd+7C80978CJl+7Aym0znPFLn8feyWH8+zdPxQ1fOBl3+acGez70eXz+BWeiPlThhM9oPOySf8f1d+zH5//+3th7bYPbzqjwoov+BP/3m9+JD3/2vtj/6SlOuPJOTA6t4fRXfAk3r+3C5V8+Dfs/sgP7rl3Dt7/g0/jmkd347I2nYO3y43D8lTNM7mygK4X1HQqqAapZux52ffGb2Pna27GjXseh9Sm++K2TsPNv9mHl9gb1HQ2uv3AdP/uQ9+Kzt5+GNa1w+/oOfOPO3fjSF07BKR+uMD04wyN+/eO4YzbF9Xceh09ffxec+Ne7sHLrDN/1wk/gHVd9B/ZdthOrN3dr8IjG6s1H8LWH78Kjn/ZvuG19Fbevr+L2I6u45vLTsPMrCk/6rx/GFw4ewKc+eB+c+OkGh4+vcPf/8v/wE6d8EH964yPw8fc8ECd/ch0AcO9f/By+esc+nLjjID5/0wHcdNUJuMs/Nbj9R24F/uF47PhWg3pNY31Xhf/+K3+Kf7jl23HT2i7cvraKa24+Hit/vx/T2zXqbi1Mb59h9fpbcJc//DrubKZ2fQPAofUV3GfPDWhQ4Y7ZBNcfOg5f+PTpOPkTaNf7mgYaoGo0Vj58Bb78S9+B7zv/o3js3ivwt7c8GLetreJQs4Kb79yJL155Vxz4mEJ9WGP15jVc/z2rmN6qsOe6lt5qTWPnVw7hC8/ahcc+5LM4NFvFkabGofUVfPl9Z2Df1Q2mhxrUd85wr1+/0p7zFTRWqnXcvLbL2RfqIw2mt67hpBddh5VqHf9x8Dhcc93JuOvf13jM8/4ZX71zP75024m49uoDuMv7FaqZhlYK1brGzq8dQv2t23DSH99s+6KCtmvtutuOw23v+zbsuqHtg3pNAxqYrShUM2ByqEEzVfiO530St6ztwKHZCm47sgqtFc7cfwNuWduBm4/swlUfvTsmtys8/qn/gk/edCpue9tdsXpLAzXrzuSJsvt41bT0HdlX4z//0gfw9SP7cXB9BYdmK/jWnbvwlfedjn1fbjA51EBpjWaiMFutUB9usHrLGv7j3B04/iE34s53H8CuG2aY3NFgtlphNlVQjcb0YIP7/cpnUQG44uZvw3VfPgl3fW+FHTcexteeu457n3gjdk3W8Kt3+Xu8+sZz8d4v3hc7Lt+FwydqvPXpv4tXfv2xuHV9B/7ti3fD7itXsXqLxiU//Vf4y6+fhavfcQq+8IcvsnzbMuHIkSP42g0zfPlf7459e5fH2nLrbQ3OOOsaHDlypAgaRwvGXWq6e4r1lRWs7J4CzQSz2RR61m5AKytrULrCRK2i2rkDkykwmTZY2bOC6ZEVVDt3oF6pMZmuYzatMVnXmEzWUa+uYnXPFCtrK5hWK6hXd2AybTBpGlRaA9NO0KjQfgba8kdWsLa+AtUJGtOqwnSta2dnjXoXUK3swGS9EzQqYDKpMKlWsLJnxdI+6wSN3XsrrNy5gmrHDtQrLe0VNCbrDXbsmULpSfdeU9TQmExmqHY2mO5eQX1wFZPpDkyqVVS7dth3nqytoj68A/VK+06ViggajcbKnimqpsZ0vaVvMl3t+2OyDl0r1CuT9vN6g3rXYezYM8EKVtpx0i2jrHSF+sgqmtUdmExnqJvu+YlCvbLS9X1LPzRQT1dQNxqVasek2rGKevcq9Ippe4Zqp8LKnimmh1cwm00wnQC6mZDxnkJNFXQFqAqoVFtf3WhMd69gdWc7xjPtChr1ej9f2pdAN1brmNSNM1bT9RXUR9q+rrWGqtpxVd08qaCxY88Eu1ZqrDQrUE0N3dTQTftsOwenmMw0Kt3Nvx077Hwy/TepOprq1fad7fydYDKddf00w2Q6ha6BWrfvWpl33TPFdLIC3UygOkHDzqsjDepGYzKpUa/ugJqhHaOZxqRaRb1rFSt7VoBmYukHgJUJsLa+gvpQN9dmDapGo9oJ7NwzsfOkbtr669WppUN1c2pl5wp27plgutb26crqkXbNNquodrTP79wzwVQprOgVrNQK03qF1N0JGtDOXF+brUDPasxm076sbsupSmNSN6h2dutibQWTySqmE4W19ZWu3bY/V/ZMMcEq6h07gB0ae/dWmOxe7dZPOwf30O+OdOtgZdKO4aRbN7WZU+147dgzxeH1KVamK1bQmGnVzl3T/nqDSd1gsnuG6e4VVLt22HYn9bqlH0D7nnafWEe9MrHzpNEVVmqFSleYzFbRrOzApNt/KrT910xruzfu2DXFdLaCer0d1+nuFUwnys435726Pp9MV7t1qdq+2qXbOTGdYWXPClYmDSZ39mM6Ue38rZoK9Uq7z9C9tl6tsGtvjZXDZI1MgEld9/u36Y9JbfeB+mC/x0xmraCBaSdoVO16mNSrmO4+gmldYbo+RX3nqt0P6/UG1a517NwzwQqmULrdw/vxqzCZzrC6Z4pmNsW0Xunef4f9vh+nbg1qjcmkQr26Ayt7plhZ7+bctO2PelW16wIrtn/WVypMd6+0Z8AdK6h37MBk2goaK3tWMKlWMd2xhvpw36f1rsOAeQ9o6GnXh7N2HkzX2r3K0FabtTCZYVLf2e9rRNCYrrd7xwxVO952fqJd7+gEjZnGRE1RdXvX7q7dlbV2Lfb9p+xeU+1YRX1YWXoraEzqmZ3Xa+sr0N0+Yc+caYN6fWb3o5lWqJXGSlVhesTdF2rdYDKpMd29gpW6wgSGhtrO4UnT01VVnaChWjrq6ohdX0AvaMxmU0ya9hysV1raa7SChpoqVFV7VjfT9nxaWWvfZTJtBQ3z3fRwd7avteM/OdLPQ1URQaPbx6uZhq4UmmmNHXumWDkyxdp6V3e96vSRETTUtOrO2rpti+xdk/UGalpBdYKGWf8VNCZrZL5PFOpda3Yf2Lu3wsod3Txf3YFqh8aevRVWDq70/M7qKuoV3e7dt6+gXtnh8G3LiH17K+zbW6cLFlgc84JGQUFBQUFBQUFBwbxooNGgOdpkWDRY/hsqlsf+U1BQUFBQUFBQUFBwzKAIGgUFBQUFBQUFBQUFC0dxnSooKCgoKCgoKChIYKYbzJbIW2mml8eNS0KxaBQUFBQUFBQUFBQULBxF0CgoKCgoKCgoKCgoWDiK61RBQUFBQUFBQUFBAm3WqeXxnVomWiQUi0ZBQUFBQUFBQUFBwcJRBI2CgoKCgoKCgoKCgoWjuE4VFBQUFBQUFBQUJNAs1XV9WDJqeBSLRkFBQUFBQUFBQcExjte+9rV40IMehH379mHfvn14xCMegUsvvXRD2yyCRkFBQUFBQUFBQcExjtNOOw2/9Vu/hX/913/FJz7xCTz2sY/FU57yFHz2s5/dsDaL61RBQUFBQUFBQUFBAjOtMdPLk+lpKC1PfvKTnc//43/8D7z2ta/FRz/6UTzwgQ9cJGkWRdAoKCgoKCgoKCgo2KK49dZbnc+rq6tYXV2NPjObzfC2t70NBw8exCMe8YgNo624ThUUFBQUFBQUFBRsUZx++unYv3+//e+lL32pWPbTn/409uzZg9XVVfy3//bf8I53vAMPeMADNoy2YtEoKCgoKCgoKCgoSGBZL+y77rrrsG/fPvt9zJpx5pln4vLLL8ctt9yCt7/97XjWs56FD37wgxsmbBRBo6CgoKCgoKCgoGCLwmSRysHKygrufe97AwDOOussfPzjH8crX/lK/MEf/MGG0FZcpwoKCgoKCgoKCgq2IZqmweHDhzes/mLRKCgoKCgoKCgoKEiggcZsCV2ncvG85z0PF1xwAe52t7vhtttuw5vf/GZ84AMfwLvf/e4NorAIGgUFBQUFBQUFBQXHPG644QZcdNFF+OpXv4r9+/fjQQ96EN797nfjvPPO27A2i6BRUFBQUFBQUFBQcIzj//yf/7PpbRZBo6CgoKCgoKCgoCCBZc06tcwoweAFBQUFBQUFBQUFBQtHETQKCgoKCgoKCgoKChaO4jpVUFBQUFBQUFBQkMBMa8z08rgrLRMtEopFo6CgoKCgoKCgoKBg4SiCRkFBQUFBQUFBQUHBwlFcpwoKCgoKCgoKCgoSaLr/lgXLRIuEYtEoKCgoKCgoKCgoKFg4iqBRUFBQUFBQUFBQULBwFNepgoKCgoKCgoKCggRm0Jgt0SV5y0SLhGLRKCgoKCgoKCgoKChYOIqgUVBQUFBQUFBQUFCwcBTXqYKCgoKCgoKCgoIEZrr9b1mwTLRIKBaNgoKCgoKCgoKCgoKFowgaBQUFBQUFBQUFBQULR3GdKigoKCgoKCgoKEigXNg3HMWiUVBQUFBQUFBQUFCwcBRBo6CgoKCgoKCgoKBg4SiuUwUFBQUFBQUFBQUJNFCYQR1tMiyaJaJFQrFoFBQUFBQUFBQUFBQsHEXQKCgoKCgoKCgoKChYOIrrVEFBQUFBQUFBQUECjW7/WxYsEy0SikWjoKCgoKCgoKCgoGDhKIJGQUFBQUFBQUFBQcHCUVynCgoKCgoKCgoKChKYLVnWqWWiRUKxaBQUFBQUFBQUFBQULBxF0CgoKCgoKCgoKCgoWDiK61RBQUFBQUFBQUFBAsV1ajiKRaOgoKCgoKCgoKCgYOEogkZBQUFBQUFBQUFBwcJRXKcKCgoKCgoKCgoKEmi0QqOXx11pmWiRUCwaBQUFBQUFBQUFBQULRxE0CgoKCgoKCgoKCgoWjuI6VVBQUFBQUFBQUJBAyTo1HMWiUVBQUFBQUFBQUFCwcBRBo6CgoKCgoKCgoKBg4SiuUwUFBQUFBQUFBQUJzFBhtkQ6+tnRJiADy9NbBQUFBQUFBQUFBQXHDIqgUVBQUFBQUFBQUFCwcBTXqYKCgoKCgoKCgoIE9JJd2KeXiBYJx6xF4zWveQ0e8IAH4GEPe9jRJqWgoKCgoKCgoKBg2+GYFTQuueQSXHHFFfj4xz8eLTeXZLr8gmTBFoA0BRu99ZfnMml+UtgsUrdQlxQsO/TRJmA8limg9qhBb+EBLCjIRHGdWhJsBFO5jAzNKJrKeXRUIAkJWqmjImQ33URICS/HgoC2lFjC/WShUApLwbkvuJ8Xuh4KY7ylMMsZ+4z5plVeue2AcmHfcJQTORdjxnLk+FeqbOaDsPzrbGOwwPc+FqZcETC2EJQ6KoqQGs3mNzoAy6gcikES+seeYU23qW21fgCA2ZxEVwsScrdi3xUc29h2JzO3MTZLxKkODexpdLV9GazlGbbRtGgVPkgPnGaOwLNK8UxVTnVBmyNIWKTbVO4cT7a5gLNcamMruYltBKT5FsOyyLdbfQsdcgYoRgigWtFlOg9HYbPJZ/ZwA9vTW7xLCwrmQXGdGgCHKaw2YOfYAEalVs2mnOY1GqyjlgsMeLWGoTdgyPWwOjcdG+xiwAko/Y+IHn5LB5/UTeY+j2VBPTpPBCxKs7oQbMQ+uwWwUVZttUH7UqNVVsyFVoDaJNfLTbHSLsM+u4D33AgdyXLbDsdjpqs8l7RNwmyJtmsJy9NbWwR0QY5ZnDXR+m24BnQRm2CsitzqN3AzDrpw5KLbiKHwLRNLBTXgnZXwL4Oa05aShsZ0g+m7ZdrcF4l6hCVgDIa6dmjPvWmM0LIdMMaSsxkYQtexuraWAguPuQkr9L8yn2PWqY0SOnOwdOdhwYai7C4QDuBlCnrTce3MZgUDzX2ebjSZmUPmMMO633A3au+LuiLM0SZHb5bbwwK1xNvpvBh1OCYeWYjWNVZH5g6ftOp078HOuUj787jvte1W0JsZQLTJ8znoh5GxK9IZMI/rpYS5BauqT+ow9uzymeTFumkOrIsI4IaX2EpxloMUCJllh47tssdOFcyHbec6NZebhLBuOC0uMNIXfgBS7zLP3jvGTzd2ADmb2Zg9+GgwtFoHB0aj1Vx8+tgx2Si5dww9Qw6mjdBc5dS5qIOL0/ptRVereQNVj3kElptw3HPj51QyTmjzmdAo7brP6OZg4JRp98bEuy3SKraoqjKGg+0/77lGV+OEMKb9RcXJLNJSpTfK423ryGQA2rFh18tRQrMFOnB5emuLgU33NigOIV54CDN3NPKRp8/SNP25m7LtiwXscmK/Z7gFxTCKj1MDg1CV8PeQKhakONrsdIecD7gk4NNntj2UsrxdSkBK9ldud8aGxa4zFbWSWBCpfilctzaAT17ENI0xlPMyrUPoy1pzI8ZRqpbuAUPWe5DrYg5eTW9CHJFPn6Ff3M8XQdKcdcy0Wlq3woLNxbYTNLhNNziAhY0wmymkm8IGH46D3HKO0jl9rOXgrpVe7AY6do6MPB31kPgMtl2fjAVqVBZQF2U4FsHE+cPTYPHuKAvHEpK3TN6oPsYKMQt3+agQjF0DtXitr9eGL6jkKIr8NRCeo7TC7h8F13XqKFoHF7aEu7mTuyeoBsGmQufR0MyTMWQJmUu4VxQcW9hWrlNDXR6i2Vc6jZx40NAwgMyF7B/EuaZK/720MptZXrsAnI1vGV1DnD6MOYUbjLQwzINRpuXNtKDYNvmHK6Wd+TzaFYCAzqXgAE0Moz8PzUEem5+cdS/VV+JhzLk0LJmAQclh3VacdT2fgDR0W4gGuft1SXMhwpCFZbPIGgTJFWiZXPAbTVw5rJnE/T0F0Z8+s0+z55Xqsk5lYpFKjAo6aQUdjMS7zLPeuLmeck1Lvd5o69ZQNzqorZ8mWUC5sG84lo+j3GD4vsqDDt+h47lJpv6NmGiLZqg0o6nbDMQ2Xr1gzfdmYN6sZxvZLpeff2jdEhrkpc8cCmeeL5qpkrAR4yYwZDb7jK7mOviPmu5BbVLD81r5Osw7N/xMX359kvJrBhWNw0npZjjhfWiM4dD5NUPl+Lrbs3iJhLisVM/GoiG8f2tB3uQDpmtuiMVI1AuYLqBKjYx+2QoMcMHmYNsJGqNgzb6uX/G8B9OiMoLYzURpJqiRbXhYA/NukvO6TinImZIy6zXaoeBAXRS3ntFHfq/rSh6jKpUGueuPMdlNrCtb7qv75Rbgk3y0NMILb1eNq1Oads2iON6NwLzrmIDupQYs88LMtXn2zNE3VkcYtlidklVn5lsgMJ/2XmIodeyModmSPIafLU7ocwQMr3zUasDs5dnuZ4y1Joqu3Eyr4Vb6IUPh7eHzZJzqrbYD5zilQcljw8H1FhjWbEFBDraV6xTQHhi1mrnfZZye7HqNaJ7MM/6ek9IEDD1rohvJvPKB0nwGFuarSuml0kRxiB2OR035ooir24hngb7vF2mZi9U1KDh0gR1rmIVYnfO6/W10prgh4PaOwf1Z9YzLIrTt7Pdj6s2dqtLlbkOazMkqNKZrSL0sc919RRnPZDtHaR9aRFaymVaYJKppBcz509v6COb2Rp1FfjNEcKI0RF1OB7o3pdY815RvGRNJWYSlpWuILoEx+82yuaVKWL4L+5ac8cI2tGhwpt7sTVYJf0fgeGZEJkQuA8EJKlKqNV2FGx6bpY/5bsii98/Y1meYvnh844tqgHT/7Eabn+epPxkHIBTwv65Vk7ZmpNpjGJxBz5u2mTlp5/AmMuRt0GiEKfHnH/g0m3QpUDcvls5F792xuyYGNjbEz7xl7Nry0nhYax/XvzTj24KXX9b02KA1P3Z4N4UXUvBipSKNdi8SS7fZaJUUBudNb6tzrQYdYz6kHzelz5lU5tmIxDfG+n3R78WdX1nuppG1bWh0PDgy3fCK61SBwbYTNDjkakEDpYlKBAsOXWcD/cWtoDRnIB9FUugae0IPpCUgI4PhoILc0E3cbNKL3PyTgdTzMG+SpjfrWea7IVqRAemGsyxHme9hLRobqEGXYISBqCuKh6HWhw3R6I2ocjMuG5NdBn0zznxHlOlTpRNrm5OxhrqYpsBofsMiIy/so0kXvC5LnW9KLyrrVPhMcGZW6GMaYpph81zjfc6gIwYr1C9yqaWyTjH7/FjFVD5NC6ongVj9RdAoMNhWrlNcJoRBC9Fq1bW8UQ1cW41Wc2XCiKUITGnoa6XZ92+Q1oBlwWpD8g/PnPGYhw/yx9/y1xyjMbQd4aIvt0zmdxkYa4ky/vHSxWQsSLVsfNIQQYXzMqEyNpvtafE6kYCpzRwHrRUb+J67ZjbVQ4AEqmZdqBZBKi7Nr5taagKhK6cPNIZbNEjxYZafTJo2Akr4ewDEm8G77/256a/9sYkW2sx0s3RBus/WdaS+8YPQ6HFC2mBo9CraStlzNhC8gjk/YL9FhsCvu/8ca4OeL0YD/f4bKvvy964mYeFqzGay/F4/AZYto9Yy0SJh21k0OI197uZGi9FgRsn1YSO1FnRyiWbzgVqUJOa1ZiiMc4WIbHCcEJOb/Wih2p4BVbnzaMhzRiOqLWM0Ko+/w9jECaiUZg+cFGhQY66QoJq4cGeYKWncTNrBqFWOvembL5+bsWwzkGQ6vGlAXR5sEar1Hki+E7w9B3OgO17LYeyjlgbl/D6vtWXM87xrXV9P4OY0ROb21p8v8Ngx6+qkweXmVZJMXcaClawR2YxlJvOllbLpbTf6huWxwfV0bUdTNBtEXoHrV58u5bltzR9L1Vu1ogKkFf6Gt5eT9rxYNAoMtp2gwW3I8eDS7jeGSc7zMXY/RjeulAJD2Dhli0a8vixk1uEf4AsPtmY0jmPSqUr++AG50SsAhrUrx1morE2efT7xGGVglK/NjGS7SrZr2hZ+kvomYPA0SR7A1OXHDaSYqQ27gJYTTED2hAVhUXMqQMeoB3FTWc+6HyULGit0pZpiskmxQoApJ3XPIjSiYywnmYiNq7h/eaTkjPURHbcSuIHKYZmcrFMpZGV3IuforLPGL8JVb5QQHROcM9zC+nrMHtXT4FvTBgv2wppiFUsc/d3jOe5tXsP890plnRm0nY1IR16wNbGtXKcAfqFxKeXYJCK+Fk65goNTte7cqzIDp/xKcl1TGq2wZg4ZXwOlgHrkSTzmsJEOjJaxHUVG+3yEsQ0Ld/8Obc8oIoc+R8zMqUe5wyNba8gJbgMsC8Gz9N/c5ywp/G8cA7MIq5FhkmdejAabGKErk8u8DBWIJRcko+EL5CnFCEEj+30UyPaSqjvqY28YxHnI84ckp66xMRoDtdnUAqQQjmPrTophiqMOgxjpjEBp3t014aaSwJonqOR0X3ihZrf2ImeOVmjHtCMpV+sd7JMjrRVWEx+cr6Oqay3q5qZzhPFbOudgGNrmgD0ix7Vto4yza7oO5v5YfmSZ0KBaKiGq2QJ9ujy9tQngtHqNrsSNODAPkmLzXkAXixUZ6voTTPqRgc2Gf0wdTIP9mTsmpfcjHUZXSAD6lxsxBs5BOLCTYlrhWL/4fWpvbmfK55jRtVJyNxo3C8GtirvDIAXH3atGL9RGtFyNrhbqYiT5m3PtDqpXEu4T5ckXg9rzwTGrrYtRRr0pBSXxH89hOGMuEYtkSPK1zvM3ygr4xsWJCFKb5g1H54vXptlDhmr5Jau2GfegNvq+WlgzXH9o93Ztw1xH5xdt3Aga4NsMxmqZUndKpHSvka0kiCSKof04aA4E86hb96kNoptvY7wzAjj3rIxMAbtZa7BgU7GtBA0gbtEwEPdLz1qQtEIGWhi/Xd+awdcT8zXVOuKTPsch3eg+4HXoAewcOjq/Dt6fFU7AXbwCtlKxDfp3YK0iyNrwffIyXXnmElhHMCTmuUCRzwZgK+dHLfTPELCea5lzYxEH16Dusql8PTeIhXLci6uKrb7q13GMEUrdAeAL0VFXLyaeIEBMUCZ16AVcDpmDeYa0UtrJSpZTX7D3GDBKADrf/H43U9Mom9j15WgJeHp8i0bfAP81hyDRBvmo6Hg6d7v0Fsj+zPAXbT4NLgEdXXMkkki6NBJlSy8gMPN+xBnK/e3XF8Z7GJraz2tNLdPUITn3GdfiHGxk/E3B1kJxncKAjYgwaEYrHN2InI22LeeXH+o3zW0YsXs0srCAszwWlGw16PO0kxDs2H10SHsK4SHc6Gzfec5CzgkBzpnfvRPH/FKtoegDz3wd9yV2afCL5r+rigrQDj3DT1jxJ8MMxeqcMe4Li4R1s1zEosno7pygS0BQRhDNaewuhSpDEAHMfJUVNdx8lzI/ZQvYc6a3DehBIzNuR1F5rrv2feVUXiB3hTVdi+dYThZBKsSbuTIoKx3yYsms61RH1wx8jMZg5VbiHUdZCTKhuQv7YNZU3rtUqf0+Am7tG8XA0Pg+p3u4sevQCoZ8HX7a/aOSnGUDUS7sG47l6a1Ngq8pyMqWwRwAAOxC5JiB2IKV2yGbZeYzDRSOaF5elOjNImXEMyJUXOgJLhVkLExD13XAREvMFImxYMeYIDt70pB1HzD7eYzlXHEvmUKf01fmz4jZP1UH3Q8VdX/zIVhXuFgqCSJD6RBg6ErXl3OJYnQfoYwO0YI6z1sJUK5m6OWipnijq/HCkUL2nMmly3FDjeyjTj8pw+CMPLYiVlHfYtN+KTPA0TVOfkvGcHB7NHfZZLwWWcgwrlOJeSNaNCiYuBU3u1zGBCFzf8ZY4wMX08ReOjSJgkFo0fWDqzIrUsoJTku61nZ1m/nW7oNhWdmdWxDchbM+a80H815Igz1wD1gT+BJgPitTwdbDthptKXNNfgYX9++UG4jkC2+0fFzw2BiwDCHA3gxuN7cITyMdGkrr7Ow+9GDrmfg58pzTV5zjYr6c+lMYuwkHh/3QPvHmHz2Fh2zcVKCSBTK5PquN9l9HOASTc1zoOxs70c3HVABeG2817IZjf+30jKTMaWyGxWRR0HW/Bw2p28m2Z+oaSFpMOMuOE6orltvMpWXU3j6wnors5w64WCnFvo7zu1Z5cVoUsaDqlFZbaYEhja0b5sccOnUF6LrqtO3VMPeajVt2APr5OnQNGouGGAsk8AopjEpdDjj9ZFynAIbfIEo2sW8jl7PGrK2sq2sg0IiPFxxj2H6uUyM3SKDbUCiDpnTCD3kAXSN2IiMQGM3BPBaMMdCZvAKAOd2mVJwxyTTx++Z1bf+HxWlsuXZjGkVOEHXy8kcuY1SCxlQroIplAVPD3tfnnzKfXZQgDRghQnV/x+uMavEYe38DBU6f22obwxgfv4Z5vTHm1cpG7wvwLuzrv8+v3/6dMe6LYuxtu4twnSLdI2uEFRJRIyx8C+Sg+W5oyVBOGTjrnZDrWyTMnLAxI9SayPQBZUg12a+s5j3B8+pOiddAYcJlOeoukqOuU4AcxD4UkmLMB91bc4aqpsKHGa4GMN3dnoH9GjMQmXCd3i/Y4P3U1DRNN60Wsbdkxl/SKo0ypj6tqkaDxt81SR1ONsxkxXnFlgUNBgrIG4ySdWoJ4S880eTrMyS+VoLTUtDPDXPRmQ4ZQ07DAAzTgEjarHkCKaNBjb4LQnfhkL37gNFk5GowQ9cmLTO2Qf9q+bcIVMO/5xAGckiO8f4ZZPmqN1DuZtxZpBZhHeobYbTGEmMaedeUG5x7IHZlPO2qBHNwmTq5w9wwLhvhi03v9DAYMwbZvPjAV2BvK6/64Zo1KYtQW1COqxD2mQRd1DJF6eL6IdDibtAJxVsXw3KB77wwdrmxNAEd3BlCvksKh9oIkYtJbztEGO2zTbVtr2cIDX4wOMBceMhhpFIk6xGNaGxYCtoJbncJGKJgausY6iMMfgHmZp2Cd3YJSgvpDKYCmI8ZqqRVxiyvseunYGtgW1k0pE1M0qo4mTAA5zCKaXUdpVNUudoxTGSlitud7x9LtLtBDnRC45i81aZuu/8w76BVu0lIDLbPjNEuHsMDOv0YiX9h6/bSMfr0mXpyNPUiM8YwKuwm68tRQw9GM7aCgJITb6BV3BqVOuyGxIeMtWgEF0AiP0ZjaJuWEaZrOwLjyiVCCX9vACwZWnDf6T5m+9BLEFz8xsdLIFisrIBD7lwA+DXF7nEj7tFQQLZ1lDKmY1xcpLHg1laMmTOIaY9Fi6ok0BhaBkwXf36Jgr5CEAwulgNg76OiP2ntjK/d001Brv+k+ueAMlaauq3MCPLsZX2J9nxha561St1x1xs5fb+F8HNvMc1p0/08yKJRcMxjWwkaAK/Vy3edAnG1UW0MBHQokABOHAQHts2MBc357rq3ovYHpfnaCFLSa/IMhP8+w6UDW8WYrFM+syZoHDnQPoptko3uK9UqqqifG7wPtMq+pduHObzGuN0YISUqBKNPkhAYmTomca6YmyiBhA6tSK7+NFMrMdr245yGDq1V0jKQRKTPOIZwjHXGCk1E25q2PDD3GvjrMFKJvw9yAoBPV6pew8SNQfbaSO3VAzYuXyhgaUjEaEDJwouk+e0vbeVd/bgEG/0HPerCPh85wkobo9HS5DPUVsElzQW/+oSgxHVh9lrK1bRX4LNOxTK5ZXYuV0et+CQXUt/kWFjIMShDEQVVjuuXjqcjn8eF/WiDS2JwNLFMtEjYfq5T3QTv08+1m52jhUgx5GZhpjSfzO/+xsVpaW1mmgzomOZgjvnHZr+KbDAxl7DURia5algwz5u9Whae+B8aHcmokQnxnoEE2POFnSNtWl3KZAdtRJj83hzNuyeNiUehz0vnR2CFmFeL7tW1Rm4GlwI3Z10sBx+7wtXrafyU82P4Hfmafs8pG3LfvR4YhDpEuGyFSh0di0rpJDOtlTzuY9Jx5uyfLXGLiNHo148UU8fS41xANofAo3RUw99bpRC4mOYJiMrOew6zpkrytuvaDRo2tAWCOkn5TecUH/wbKny0ArmwL0xvOzg2QYCvGKPzm4/naP8dxbQRpl60VHl96Qp6XllkrCnhedrPWrnjGlTh72Pa+z7SZo7AViwaBQbbStDwXR4432HxWaXa3iLCBriDK8LQ+WszjEcQOPJcszmjPUrB9cPX4XcDaWGhiEvA2POaHMCSdSW296XT2yrYWBLvtzz64I11+mHLvJHnkukwybM56nnufa0lwqNZEoL7Oa/a56u0JcNaQ+Ae8qZ//fTPWnWFhVeiFg22iI5n3vHByqGRw5/On8B1KmOeiHxm7FAf4jcu+VYTywFnifHbr5Vwd0ymcqVtNCwkuioScO3SrFm2rgQRyhEQunf2mTm/qdyp45WrY0KEB39flebgGF7XYeo8QSVnrtJgcGC48GjaAuJMqLFomPK5zKi1hM2ptzC0xeayJCwo1hrQuk7NBIEw5sm7EB0Mo/Sg+3qO21RM6LFfZ9CqPHe2WHrbWFsFxx62netUw5i91hOuEGaD0eTMY/3UvQWbp+WOFDLMVwS9Notxe2DS2+ZubjEeJ2U+ZW+IZTb2nPgRpYEm4aLD/ja074UDPslEdBxy7NlogONIxkKySuRoXtkMsCkhONZ2yj1NJET+ya+jVn2waazOZKYrzpMlVp4zjAwdMJ/JTY15Rr8McfdUgJNJqKfBrYN1O/MZmAEILH/kvWgGvxh8GjciyL9tZ1h5pd15YBlYrxynOIil5+YYYOqOVcO1nJnu4M6wmiiOxKQMXR1cIHfwCHevSGd1Na5QSYtABRt3w6Wj7q23/eEXG3Fq2eQSiWShK1cr3dPv1aXFD2Bdp8w9PjaBQKpbvJT3nFV2yBw1Z/R6LG7EQKrX36ekcqylWGEG3ntgqwd+z1AlU61vJmZbQGJbnt7aJPhaPWqa9jdj30+WChfmQIguGkW0x7ZO2aTrtJXJKAdaIbqpOZsEPeXz6laKZ6A5mFgVtgmVZ10RITyvMjZwH8GBa7ToVOmXIeCxdUXgHqCkDua9OBckjllFFbGAxOI+MgUcyaUolinLjyFymFuhwdy5bpiAPuuUPEijUsZ6zLdU/aJ9iXMuAxwMbw9ooDBrxruyGesbfdz0sWbmp1/GpyubjKrjmATFjWsZS4+5OC8yYqXa27KTTViNFEeOeV5iVEwf59zWbhh/44LE1odWaUR5bker38G5b8H8wAijtEzgthhT2DV9m8aisa4rzCC4OXawws2Ivd42nad1Yr+WlGGarC9rNOv6JLn3NHr0u3B1O0lZPAtHTvrgmHVHKpcS+EsweAHFthI0JG0nZ1oO1hGj3dNVpwmRso4MYORymVauLckiE+wxEc2FQxdC7Wf4TP5OaTYoW4+wqVt3G1+b5AcvS+eSjpuRYoe2ZHXhwMaUZDDu2ptnVqsceY5l9rVhSFo6JM2xNC9jWaPYQ9+XzYTnufSq1p2Cc0QWoJgMSg0U1hsmBacHat2zrla0Cxnf7SHMd47PvAN27QypYET9BLpqFQZi5qEh7VAhg9NUDo4d6f5WRnBkYp/mSNFt68hRGiQEoNgcSbk7Ju9acs6VUELJGbf1JpJ1qkmnifMtGkODwcX4BG7vcNLB9u0OymAmdSnZh7lt2u6JC1qDWin7PlTQqqg1KXGu+HQaCxSNhcl9FjD7c9/HFA0nLPv7o1+nyfw1sM/WmtBhxvSQpYvqP3MF+YIth23nOuWbdodkkdFVfwho5kCgcDQxQKc5lxkxU0ba4AMGyWh3EYvRUONvF+Ug0pa4H4RofVKIBtMN+N7x+xfqp1mnOEGBcxVI0ZdrDTFtSqI+ZbrE1JRqIHNnaCQ3e8c2dknYZJ+RYgSCTmUKMYJAzWj5JUEU3pgOyRJE688u31QODVSzHBuOIIYkmJvuZBjkJcTJh1o7605ya+nvvwkZfmfcM+58ceuNSZNW8e/ACjDmn0lEEI/Rwm179F24eUm/0pHNmNAXNDuWUyL7R2yvlLNOeUK17unhhEzno3aVVUFslgBN1prWCuaavtiZoyvlCBq+xj1mHUvRwiGWaIS6Z0ljXamm73OhKnP8pkKqWAGo0UDVWnWoFStWV9Yc6+ZzlLfRGlpVWWs6K8Ng09MfTVKzxcG5/B1NNGNSxG0ylqe3NgH+hisFg9OPYkaa7kCIHabcwqxUYzMKsW48XFsC2LSf5KCZZy1ED5sEbf5GqBM3e0eZZWNmHqFRyaHNIKXRTPoes2PtuhFxZYfcSUHB9aeonWesc4FLREQgcx7V6JMiZIxJo8O6LK80YL43WllmSDqE6TowgorUt+zldn5ZTluI4dreRWFUmluSdWqIRSNQanJzBsb6mVEfa6VMP+hbNHKTJUiIZp3KgVeuRrufD0pHa3RQXnZBmxJdkfnbCQpiV2mzNmrZDVd+G4sjvvaZaOJTfSMmVfHfDWj3ji7A3wgqrdutkFRFyPzGtR+N3bJCdMacszRn9Jzq56j2z2J0ewXTh+3+Pf5AcwXFfh6p7m9DRir+1NTFusj5X5HPNVrBSANskHyW61QxX2wbbCtBA+A3o1mTpyFwzf0IFiJVkEPYYDh65g1wXBMkisFZpwhNEkXO5ht5t+BW6Yy7G8S6iHm6qzxJg98OZQQqcog79cyz70Wety48ngrXzhdnA5eZFoooo9Z9Lc0ratGIoY8rccvmarZjzG3uPKJMTE6WuBkSF1QJwkNAi3Wh1FDKHRN33rR/J8eMugh4hzpVVozSiHPvZPYp6j8e2ec41xfnY7eGh5AXuvQp++6coMzNV+4ejUGubomJqlW7jGKZ1HLbM+X810hZHel8aF2LsppzIJ4BWrUWOP8H75VYhpR7bd0LBf4lmrMmrenVFdDU5MI+IRjcad+euZH5yxFLLY3w5hcnBEXgBuD3D1ALVB871jiuUyFd8XaM65QjFBt32CFZCeEqyLLc2yQtDuV7MmAEjRzeZoPyOxQsEbaf65R32PrxCBT+IqF7YnsgaLupSBfh+JAsIA1UqxkwyglHY8E+0v7UabPYOxMq/y6F8HCP1ctpfSX4weAAXHeAofyTx+QEgh13IKWVX7Yr/YOj92vVQWH/vdg0nH6jmdqwlKhvD4dOw2jb6fpjTDA4JyQDaW0fZV41wndmGcUY88o2gmC+GyHD5IQ3dXLMvRgTIkC0WEJ2nWvmCKoO2uLIHFG30nyaVa0UlGKEvkgTHEOmu8slOTjB+ZlbhiOsxuRC4q46GuS9xXkh0FBB2zNCurunTrk5MnCEeJ/USIyGdH7EYjQ0WaxKE2teV63SrosNm6UKkOMizM+swKvg8MtEkDLM6FTNwgfR0xZWGqcjBnG/bNqx9t0bczIj9hfjCmPP7bfOWRbfN6PKGq27YHC+/qRbOBGUxCJ23nfnY07qdrTC66Ti+3vRCTU2EyXr1HAsT29tMOwFaMzCYzcIzfzNMHoSFDFn9t+5n2NCjgTfHafdrMOgVyBfM2bvNiD1WpD3HHLeczEaY/cWnzHuLxqKEJSrnSRjO8SqwWXTCTXVaQZkvOsUgGrcBmO0t84QMTFAvfuc9rSuih8PhMx/PJCRZ7Y4uK5T8QdyMvXklufKaZ/uocMgzU3yg+7OdMPoSL75KdIpUxezaETroNpMledSEqXLuAjltO3tYVVKm0C+j2UEzIod4p6zSyJv0DlGNfasrlSrIDKBwFEpDDbNLpeeFoA989IX9vHpbVPzy7E4duuTVVgYZrW7R0MrdBYQlSWo5dLBtSnWl6ORin2nAVTKWt1ozIrZB7kAZ2786Xky5PocjkYaTxHz1nAECEfwMd9D9ODgxth81fMl+TEaNdKXhhZsXWwbQcOAzcKQwWhQE6n5DClGw1/Aub6YOqIRi+w+VJtFH5cEDfag89OuRvokdQCxLhhEgzlEYFH0gOLaTAhz7uVd/th7NDIQL7EbCWd8jJbYqzJlWWhdPcLngI6HI4+z9GZqkyXkuk5p3efXD38kf3fzKcqAodfOcaVoQPbQMaKCQ5Jx13JMgr9m2AwvDJzg63TxPBgGoWo12Jqhr2+/77uoxn9wMHgjC0hMXZyFaiEWDYMYz865E2ZwfOb92HS07D5L/uSUGwwD3BArn2nP75KYL742z0csWmsz78I+poxLk+s21ei8ODY/6xTVDFtGk9PQe/SY9e5Y7HUfVyJnMeZ/iJ0TMVC+gPVq8Jh21UB+PwJpLWZb5Lq9LEuRKSiNkm0YCM/EbiXPaq/gmMG2cp0KbwbvNKSZmj7ncOxcpwCBMWzALkz/giEpkC13r4tps9pgdXJ4D6hTchOQEFwu5Fs0FEQtknuPAO8rnLVf5mhaExYNbQXDYTtgUkMGhu+IPONmIGEKdc/S+eRDDHytMukV6JSed3m0Xstnn8sYRMtAeHELNJuUVM9M9yZt++4McwJkyv6SQNEk4kBSmFNxx2uMeWKpRUMPtWgoWHcJX9HiNp2u108uQdMz64gs4VwuPIB8Zy+gFreRliHLBLNyu0e89zFoM5Keu+3ncA3Qtrm5t65rTHTjjFlbZWvJ0lrJ3adDX/5cSOs7el8JuRncZ6gD2W5kalVgvPBAwcbzOY30LoXGpbJSOnQ/5HQtzHc2RiNCk6OjaTU5rqWNtGeUM/bOG/YdIo2RMjlnhqVRq+C2+bBQXl3LhgYZQvUmYitcf7jtLBqc1tGYfLnDxDK+RhtjDkqP0bPPedoppzlGQ+ZqwPLfoxdUiDYrElMiIaadZZcSVz6h+Rsb4GgOCrvBGYL8YDxGLvD3AU7j6BySjMVEElzomPduXPJ7SNmgLPOWu2d5zL4a6zoVE3Aog8JaInSn2SZjE2sr6FSmUNDv7b/+WJl5nmJsze8sc+jzfMJ72nH1NKdcooSUgJvrZjME2S6XVStUiePJ1MkGtlNlAQGt07deBDFunhWLVzq4N1+394BEyUYVOWptXakhoOt/DiHU/tzVIVmruDtegH4/qIkCITXW7R0zsTSmit0fabUz/wzUKsng++sziF0iz9u9vEKbDra7hXtRKVBzMk4BvAIC/o2GQHx8/aIk61RQlN1btPeZj/MJBFQl/M2RSBQM0XJkXSf3KVJVKii96RSgUpKMrRyjUTAc20rQkPyUpfUVCwZvN9HIwjQ57L3m6MJj4wVijGvDB3w6qQnp4TBiLTsZkgxZfj0sg9B47+aVz2CoxTSFkUDULPhjQPrQBOCP1ZoZcBlRslIpegd+haZnMowG3/6PoJt/wU3z3ftEbznmMoDF3K0EZiiFWOpT9mKoWF26v+/G1Mn1b59hJl/PkwyS9t9/TKwDVbAHewKveU0f/OkOdJSKsTWdA7IG3XtevHIZ45rrMkj0PABaBmescqZto2HnZU5/tK45YcExweBi29K50n0VMG7d90HQrxXWzZ5ABUKf0dVYmxEXJmON5F7FSzqQHaNhHldwYxq8RkKLc1cXI+T6GOwy6e35HN1Of3PDovo15vMWrZAIYmUiGKCgobELHINv0yITmszjUW8Nc1s7nTpdcLlDY2cxkSww9FlKv2/RSC3VInwcu9hWrlNAuPCktI/iIW8UPhW6GI1IwKHAyMH7uvIOzyHpbqmmN/itYlyaMhgpu0H6v2kdFmbAuYHpChjA+5GH+wPBVtsJZMqnj0o3Cqx/TCzYkB48g4OGCX0mGwjbNi2jkBSgYkHkKYsG577gX+LmCDmUgYCcpSjmehVqsTM06c4Yur8Zi4PWypqrY8xco6tEAG1PX0oY4eaAuVDM/8XXxKfQahARF/ByYNcE72bj3AweeV3qmsbWY+bqnLyANTBkKg6a2nTUPI2atgXiBaWQpUG07tFgfe18T1FBu2uxGyv/Hg0g7OOYRYNOX8l9FmgF45TM6idJce5/ELINWcuhXZfxNgD01m1l+rVyrDcWHuMcpV3qI8bSbi22fnGPSU5C9f/2MRr9O9hzV/dxWrZa6gTB7CXmfbKUJf47mkesoBFJH+y/CwPHykfPCiY7o/2oO0+LJbrUbpFoUKFZIh39MtEiYfkpXDBY82YqBZwmB635qrsZvFL8vQeKbtQeqN+nqxFwNY494yoouSwDJgsazucBTEJys1Xuv75mXYzRALKCLP22sveshHbVCQA31oyujWDDZfZ5MU/8CG2bVhAtPVHLF8z8G6a5N4JXboyG8Tfun4d93iWGYbbsT8r5jTts4TNczPRoNGyefskv3DDKjVZZaSlNWav19ea0hKi1z0eGYJ8aw9GX1GnYHV5rOUbDr58VmoS9zNTN1oveMhcqHzoBgvY7bU63jLQYFzKnwBM2yNQb4ZyVILD6W1vWPKR9qwBUWoxxkKx4fjC3gd3jLLfbWwgoqLLKtJDTx05AeEx7biqtOuERbUYk//4Prb3LCSPxLCxURKAcAO4SOqk9u8a6PpRcDy20DvrWZhnT8fgMCU59CjYzYDL+VME9+2LSote3USWroAB1rsXxFC2WnoJjDttK0PADIs0BmL2wK7LQOouGA3+R+Ge1jlsrFD0QMkHTfvrMgK4F/2Wf2Tbte3EMlQo3xJgLSNAMPbyZg9zP2MI9a/6mKfj8C5N8VIym0Ja3B6M5HRhaExDp9Zh3VlNHoQjTT+sXZmRv0dGt771k0UhZEKzrFBn75AFjytHn+eLOoRlbXJHfas+3XevQdYqDr5UP+GXDZ3nZatjyTd9YH6MBwD+8FxiNZ2lRiPaP+xBCDtf81GWdajSSLl+sJdJbw7GpVacsD87iR57rVO2Wi96PwtDmv5Nh/IP7XaSsdhltiEU55VD3PBc/JGWTa3zm22mj/WFmlFYMfbpR8bmkGYY0qbBxhUeNltFuoNy03n61JF5PdxaNSjXJuePsr6SoFWYZq5OfbhWIuB4JcGL7BIVPU7fniQY5O+k8EwcPhsCwXt9AKY4/+LE182yWZvFyhHnh9b0H3D3V3u+Vul9pToNlwfJj+7lOsRYNnjnxMzb5N4OrSjtau/b7XnMUO5wbXTkm31zfXl/TrRH651rmIOJak7qMj83MqHvlGEctvQ3VDbRW2a5TPqNos2hUAKR7nQgTLMH4djsacNtR4C0ayGCePBpi0Jo/eGPP0pSPbTtmnvWP1QLT3L5zeIroivSV0HbgjkDL0b5KCZuO9UEo42i5BIZZKzSaHN4CLMM1ArnabOsi4TtHA1mH5sK18R24Szs1CQYH1zcevaJ1RclzVeqqmtyQ7LeZnSK5GtlZNJYgp8MFgdRJAiC9J9pzQHLh8ZnbaGifgnM/TioDkaGNu5itgrbjTitRph1C6kxiSFPrm/7NWMHsn14wuFZmTbvP+PEhG5FIgaNvkLLAI8kGg3Pxn0xb3LbhPNPNo5oobAyMm3UwzZR9uP3HsiHKngH+/KTLw937vKq9s8IPXuct0ApHhLT7Wx0zXYleJEcDy0SLhG0laGggmPHGyiFpypxLtPxg8Fh6W1PGQ/RCM00O7cTCpAykmGotZXExzXK8B9WsJmhpLTWRnVoN0BgK9LUHI1NB5jtRcP6l1J1Ie5v2IBql3xnatAqFQU7jxrr7VYCqGtk1I+UNmDGufVm3DXYsO8aOyzTkCDtc39rvZBpmWgHGotEwKSSt9rJi/ZulMfWF4hS0VqFFA6ZtuZ6oEIyE5StGT8JNxMnx77irhWWpJTOAAqv5lBhFEUQA8jOXsTe9171SxFoDxm4kSt6nsteDKdNVk9KQx/ZFpcIgW12pVoElPNcKNOFASDdAWyt+bG42rkXDMqTCI/58NWsoK0aj1h1jbrJOZTBJEQs1pTlsLCQoNh7tb7VNqAHE3YOMgsomztL9Xu3HaKSmbE3cqYfuSb4wpslaNXFZ2fOeScplvshdIw14BagBp7wLkjwUHFNYflFowWADIrkNklPEVdo5KJXiDwSTUSdYmIz5OUlHAloT/1yvvTYY3FdP5Nc7D4LAvjmzRjnnUWdqbg/qOJ3cjdcGzi8DGO/2IrJ0v0bdPMwz1B3P1B/RKpPKxbSfwT4eaOAgMxGCv7n25lXu4R+Nf3LqDzVt1P87Fgxuys86K6GfvSw1R+ycCNarmWfkfThBgznoDZ3sMorMNcrkDIJwb0TvOiULSBUigezenIv1pZ3vxhoQ8+HOtmi4n0fHq/j1+n3M0ZKpaGCZuNi7JdwU6bN2zrGMdP/nesxFpkE4p7zq/KBhQFCeCPspjQGKZp2qYLM0GW071dy3Si6+vdSRpIUP0t1MzseMsWaNc9QVTHp/5f3rxWhI3ZUVf8dYG+jnnAx5oqxH56I3Lx3XMANq5NDy/V59oSJYbBdsK4uGH6MBoPMtzdjBfGZZASrFPDPVShfb+VmnggNdyILU+q7z9I+1qJkNX3Sv6g4g2mos6NFq7rs4C79aX0sX8Mn2hnX6JdeQDjbeoAhHHOBYNGIIMvPQ9hzNEHcqeZ1mBChOSCEuG1IgeVXp6M3l0Uuz/AslGy/rFNWq+c1nMImWAeF+1N4ciBy6NN2yjtXpgZ2PYxh4dhxDYWdIprjY+zrFvDVvNK5ZDIhhNGr0bu2JfS7m+uKs4eDBDGbG/o/UzQh1wXNejMYokKqDeUESJEgCoOPimjoqmALceM2EtWWyyUljHAha3Vx0rNpkj7XW6cT01DOigDHlA2Y8aJo8A6BRoXXdfDRkV/2YNk0GM2rqjwg8TpwlHUOnjAnUHrYvUEsDCwVi0egzt/WMOKEroz3zDF0OVBEi0e+Q152XWgkJIPx5Tj6nYvV4gu0OQ96hdeeTFAOBS/AWQgMhQ99RwjLRImEbWjT6QbELuAmZffZZ4jJiNIVUa6e9BZtyF9Jo+RhjdRCDwZ0MJ/6CbrVRDXNwBTeDczRIBHIHYaOjjJEtBteveOyFfe3DcC0avqDCad1i1VGLhiZBloyG3vyW6kMgTkNMWOCEm5QlxASNVlXEDS9GKwnmzs7QYmhtNJpae4dT928s+pX/KH7n/N65ZVj3jsgDQYajgEEJadVCWfo6jrvI0Hs0EmuGu0wyBalsENDd7VNOhrUEgmDe7r+ha5hzkaD7p7+ZxO7RCJDZVdE+NXNBZ76bY9braa3Bu/G1v1E1L78H9My4ZtNW51iXzRnAFm36th0ybTwho2zzlSICNGGuRYWd02bf1yZGw72TxTt3dLgvW8yR9jiw1gy4sM/vQ9+iEdRD2yKCB+XP/T6gMRqDQGJhAAR7le+qDcXMmUDT1/eXKZuyLGoNrKWyeQbPLD/DXDAO28qiwZmgWcah++gHV9JDQStAdYxelqsLWuHDCCasFCpoeWNwtFnmGdVpJvwDS9Ja2OfI+3IHUgRt5hDh4irDqCSqSd1TkewT7sZwQx80b0IHYTTm2eeYwyTp5qEQiPrc4cK6TqhWccUKQd0BIiEnXsbxE/bLVogmGnDriGhcRCE3FLbofTdmmLl3n3Xazdy0v/59If0ayXo81B5noJ8nwliTMsn3iNRl6UOXuYjuc0zXx9afZRAto0H3iuELxwSpS7TYcrWy1zgAA9I5M7cv64o8z6ynrNcIlAIRYZ+zhpF3UZzs5/H3JgjdZALm3NEarcRgbm7v4LLyaenCPqFfTDITpx1CWqUaN7bLMMC1bi/sU+0z0RvNKYT9PyqkM1MlZ/4Mms8KToyGAU0+YoVrZYQ9fq32l0nG411s/Ixu61KeMOYMeY5SxBeC/O/N35nd0ntabDs9doGAbSVoAOCzS3AutprZwOi6qVrXFTErUdNnnfK18G4mE+W2k8mtUKuBeMj4weuZMNpPE6wY/K6UZ7MgdHGBvx6TEgNrmVHeu3CBxATOQep7GviHo6dh8rVcnHUhlY6Xg/YOnT4IPR5nIl5ixVg0TDsG0mWN1I2NPDiobSpwU0g3F/u0BWOYYJgdQUMKxoYShUnbVAZzz9JovmobGh64qEc8M0c4gtGW0svEpPqy4h4ERsN3+XTKx+hjLBotc1Ynyw1OjZlRhp02jXyXTW7Ad3vPUpwA7a2taJIHh4bewizdl2AFgMh4KK2BmVsgxuhKN4MbpjY2n9qsU+3kbBomRsNfI+zZLNPGoUGb7KVSpF+Ztc6d5Y5g51lm7N/EehDcPUTOl54gT9AT3oebV9mCtql/lt5znHMvlm3PF7K9/lLkQt+UoLGVA79L1qnhWH4KFwjOeiEG2jFomcLub9UJGtSlIoMB9Tcz99CMaxxZmrRyAvmc6urQ1zd3fWdd2EdM70HaXcrQOxmdQjVe/G4RbQWVgKQRpnOte82R831w8KTrChjxobynIID5aUHZMIGqM4gYoVVonP1+TuuNpOn0x5HOAzsPaZdxhzADo9W1geWJsWm0ynJ3Y8EJG8GBGgrD2fV139G+iwlnOWhdLgUBre5ivnS47nwYJsmWJ3NaK5I9J+FlYvqnRuPujz0fktRQW0Gcyh2Kt/gFjK3JCMXMAXFedMqJpMJA8R+sL39QiGuKsa6qfk5VNL0tfOWBMM4RzbVixl77/d91SxCbFXkVJ25Ko2O03fcKuoIGT2vh9mjNuPMkxoY7r5IB3ipSzvtKumPWUYJ5Fh2nncS8ovNaazgvm8OjOAoseq74407qUSYoPZavQ7n/AgAal69gPWZ1m6AgmRDFf37ryh8FEWwrQQOAI2hkWxG6Q9dukMpolNsH6WKyezQ9VO2P3seIlsx+19jCAPysQK7vup+GNCe9LXe3g5P5xmcMR+Q1N5vZWCVGcCgSot0NUGBeqfDlbODo35MGg0bozMrOY6uMmPXNM5F+keI6DGrGotEW6trntF+6F9r8fq2gId1Q68zrIbtGht+29B19/6YhDFBkIrFWQu+QBOBlkkJYzqOH3hGDhmds5tXStT7r/G8597lwhzr1h1cRZjRlCbJufgtgBIwbk5+2loMJZs+FX5ekMPG/l9wJ2fgBglo1SaFW0kIrzoWp4pM8xM6ohiqbgvdHty+mpHn/QcUL3cwEzZn3Vn6sdX+PRlMFz4YX1fFWdY4OYzHmytsgbckiICy85LqjjLrm7qkJ+9G4wUkWwj5GgxOUGSnfWKyYM8+s+UrJmeUcWoiVrN/ztXg2cuPnZwmkCFgS8jpb2cpREMe2cp0yWj16qAa+ywSBpsw7aJWSs4MA/Gbi5yB3svN0jK/kstSTQbUfKrj907ji6Lo120sLOKptGGhdqZT26CKPKXQ+/SM3EoYp9n/PBSvcaQ1PidQV5uvg0hcGWn4mDaT2aG0DCdPB+oFrTxc0WjNxEva89N2xnHYRzmW64RPzt/Oj4fPrTsufwfzay+0YOmwZ/4NHi9HomdTUpmvZezTguS9kzI2579HQepAFxdWKR1xN5rmszIxVpbtgcFiNq8SMsbKfKRdbw5pn4qJ7IyO0VNDBnZzzBoNT+qLa+Vh2WM0k24hkAaQw80Ky2tJ9zRfAuDpreNZYwxQ2nrDopC1S/VptdBijoQFFXGzMHpKUTYhgTGM0oucKTW8LY0Vr+HSplMQMWoI+FlxfASSUSaZBhqnv6qV0+TEarSVPO0V9Zt4hRTOeBzJ5URjBrD8rMh7KVBw5Si42+1W/P5gkNRK2slAxQ4XZEunol4kWCctP4aLBrWBfeaQU8x2CezSiKS21TvauYT7lzbBtLNVMEHjN/e00zNRDbuA1wWiVwJDkuLq4dfOMhQQ/N3fAxFP6qdaF1uFt6n2aQqFRYq3KQcBEjdk3GYa/Uk2eH27HkHAMbpKUDOtScBBQ3sYfy47boJfo2UxbQkPmrpkKDesWwaWB1omsUzMdakjDdsPvWFcRybQg1MH95mZ42YCDlfSbEujV3YV3rUUjfB4I9x/20kiFaBKB3Buc7fM0GDxWnlzYB8jCS7CHCkuI3bONz7w/p7Pv0XAZWquxZtCeLbEJ5LpOAWkyNCC6TtlxT72K78uvASQUXj6NgcKOYa511Z2LSkM3yvEvZ8+xRDwekLbG0XUoKgQEocSU512zACjVZuFD+/5BOUbBBO6zSwrACU4d2uxihjdo52kQ52f2BW9cG39u+nsvc7a2r6FkmgUNhXjbPPNc7M6dgq2PbSVoNMxmyGoonWcoF0h+UK3rSo3+0r6euYX9rEn6uFggqn0uoX3zrRkA0EgBX0LWKQnOXpWr8uzgb+DBoUFck0w/cNo+llFUvMYx2FsTJ3IQl9FZuABP4zQEzli7P4lZuAw84dV5NpWWWPWuU5KgKgWUtm1qlsF3yglz0RE0Un02UDXHjWGjPWaqob/5B6nsdsDREhNMzCHu1t22H+MVkxjR56NBUm/GXKcARkHgF2eUBbEMObW/V5EK7RxEXycr4DDrXsxiNqDPfJIHyYH+Oge/zvv02Lz1w9blyaNsADnLzJE/CVPnHClmj/Oro8Oh4Qih5hmpTyqlSXYkolDISZJQaWvRMAkS/P4L+OuIvE5dGhu/75mJact77x9DzH3KWoe9evrsZgjnZVJyDPc083VSCdUJzVYpECtuyGAsXAG6eWpISynaTPIOZ01vgK6lYGtgW7lOAQiYlIZssv4m6TBwHVNoihjXleBwpJoYhnmVfH4breLrsAHoteZ9fAkRlHzGsY7QR2nwvmu8g8mRGTT3XVyA0l7fSYjFMlDmlrbH8u+M7zOly3W5MTunDrQ2rUnbfbcxgcZObIGCKyExWmLKZIgX51XtAShdABmlh8Zo9A8ydMO268+rQNvZcCcq3HkkMS+BwMgRTeZ55B2pOweL7qWcezSYOe2TR/vZYcoUemGTqYBLfuDvC37Ka+NPb0gMLQ6MO2Rg0aPMiVGo8O8XBREoaUpjVvs7IM+vSWZAeR2p3Dz3JfhCSXs5KDPQVddnkouTodVjTlPZoTjhycpXXPKQyo29Msy8adZn8FTHrMdSuSohpsipx/dZA/p5mskgqljWKfOqNBi8yUiBaub1EGadoTcpANEzhQg7qaBnKEDX/RhE4yAsMf3+ayy7fuatIV6TbDyoOTIy1nzUIET3t5Ra2litOiuO79KdwlZxp5LuxTpaWCZaJGwri4YUEOksxtigeZpcMRgX6AO0Mmhyv0iTYZswm5JwD4hv0RgEzR+EPm3m75rcoxEwxkbrM4Bh6LVNJE0wB9UzVYZu+ltQr8P49gxdjkUjegMneX6QG4lg0QgLex+rUAiiZV0hwvu9ArvynXtj/B8JgyVZYYK7LwCYlI8BjJkCeXNdN+jdOwyTFzlFs1K2mrp9odh8FAJOF+UGNQf/nA1ddzEaMEypN/AdDfQ+ETao3K7h/ruaam0ZmOxpbIyO4veXQHAO/N9Hdpr29gn/5zmG1N37IPYHuy3465TpFybxWYhZd3EeI3+qxrUS+PUrDcfFxs7xgLl3X6L1LlP9M1nxALq/7V2H6WBF5Ub3nfS5j00j78YoEK2gOcd4+3qq/qzq1g+1SBkhYOi2ofMuirVFvDPZHsGcBwfcso4LpqTEi52PgmIoJtz2yjexSMExhG0laAAIYy+0oHGkH+1mQRZhp3mq0IiuKw5D1t5c1rpadZtd4AZstSgDGHJAzJWtKvfm8tzN1WGmIs/ENk7tb8YZFg0RCq67jtbC5iZbOiqPqzWHj+3qrv7sm7L9pjnG28kQ5j+ATgCLjzWnPTGCkZl/EirVsEyeHQuGZtbdi8tmlvF8W4lIHqGLrBMb79FYptgGxFuLhve8YZZ1m16TZp1KWW4c7SF5T1GG06rXEI+cz76FcK7L72KyryZaSO3FaHACAxjmxvTfvGsYcMbNsVR0dbICTq37LNpM27GtkttHe+FIuXXS+DvzL2flG6hMqMDEXPnBxJRJ7Czl5hl/7deSdC5p0o0AkCBXzEeQeF+azIQ1ZPhnaZd1CkAXo9EXYBU5XPxM5K6dQcioM6dubWM03PFqOtOxu97DC/aC+pj2ejc8rpO9fcsoBRC3aJgx7feICE1kH1CdBcamwebK64hLty0U/7ng2MG2cp1iAyIRSv1d4fC7mrpOuRf8+FoSMS1fhDZRG0+41IARpJokb0NW9fCVLKb81d07CTtkNJiLbHxcn+TEI3D24ZiLlC3jWwKo9lrQTPkabZ9hYQVB3wWKav46In3XIaMlpt/VHGPivFDf3iRxYZ8IK1SR+rxXCjLoUIaIZJzSivGpJnWEnIY5bCP0UaUknY/m+8g7Gs18TnBhcKeNv348DS5HX1suYl2idQ2F17boK97FkjiaajJPKi/rlATT1+ZWY9e3CaJaSppzdAzcwHhtXbpSMFmYgu0oue7p4s5rR4LJZMahVTQlYrEcwvo6ne2CjFdgKZeUPt2a0FoFQb9Ok2TtKKOj8ee6Pzd0uo8da4ZuvQX6y/E0/POwfT/dK+A0H6MxhgFtBX/fUhMRNBnanH3XMvaJeaRgBSf6eOVb+yJCDc06RZV8tSBsOkoOIyxwcqeCXfOxoPZsgSu1iTmeIQAaxV94mxN/tMRolizrVLNEtEhYfgoXDW7RCgdw7WuEGdcp6fZlU8Zf176g0MYMdL60lJnKhO4WNEeD4mJI7EP9n8EmRTZ7VvPNfUfAXdjnaK0j7xgLBtfe5hpgTDpQa9HwNGdDxyHzUHag2jFi3ZAYNyZf81lBuJmeOyTpz36bke4MUmECgNEy+zJEJEsKR6f9SnmfAzp6RsbQ6wunffbOhP8st9YHaASMG0v2PRpc1UJzG+H7a7StbcDv8Lod4ZuZC1QLnXM5FxWA/Pni7FWGiXUvCg+tdAn4Fj1OAO0t1ggsms68jVixKo4hzdlDvHWkVRd75TOGZk1L7+8bosywd2dKXLDXTowGe/8MAY1zcaoVzlHL8CugIhYNRGI0/L1eQ16mUZdWUyYxZ2jWtixlDYmBohYBDe9uFQ1w2buSlvMh5w/VwXUZqEw8Fauz4niUCDn20lzKCkViV0SXbgA1KcO9xoK3v4IlwbYSNBrPokF99FPZHLRhCs3nTqNMs065DxDGNcIgi5uaz8Qx9zK0FcgMROVrxuhmwfFE3qEqpoJkUKvwHg3a7pDLvvzMLe3GKZT1N0lOg9TBpBN2DnEN3jwP/nCOXr7nC5UpzY1CMkZDB3/0z/qaT1cojlRaEa1mJizvYdI256ropWUluI/ElPa2LqMcZU7jXiufsDB0v4vB9oRG5c3t3PCPGHNDGQ3uZnDze3ZMgiRkG4uAYM11q4hxG5DTIgtNx+JkdKVtGlexWY3OoiGTBWT0ESeL+0tzaDxbo20d7FxT/W/h+PJtKd1q+31LZYrxbQORGcbf1Nu5TvUBzozQz6a3RXxv8qzDUrB0R2T7UWmXMdfKU77J7XmNA3D38uD+D92vcQMjaIbnBr9Xs3OYnoEKbXIMRAR5/8yVAtzpz4JVNtut2mxpJnYHTHyWTx+lzXwkAhWnOBWhYV26pfWbvESy4JjBtnKdAnjpOztulDKFKh1wyq0j38xu1nVjmN5B2jrzB/mS8pojg8FFBkmqLtVMx1CP3ld8gW1M9hwDgQgpbqH3le436ZrT5th5kXhJT3upTLukD2kGEoBnNLQygm4obCTPIpPLHq4A4WdEkxhwY4WJGg66WAnnMNGuv/IgrV3TM1PSAWXM2U61CYHdL98zKTwZrIvjwFy3gw7rsXUZPUTdubFohNmyOvhWAnt5miKacSMUJ9D4/WPa8773L6YzdNiypNwiIQqgnBDFaLlz5nwOZsLa8i09JGdC9zNvyVMzYd/uzrcgKJh8bIPByW9dgUC3ISjKzJib+RU7F1XVtOltFTqLRkuInYOheb3flzO6NtX9yZu+BfS00UncWQ9qE3Xej0FFFk5wrjCJYpx9XLv8fozi1ouVnK3G+iDEaNBUudboYjIukjr5xgR67XOuohJNmkeysScDknccbbQXeC6Pjn6ZaJGw/BQuCJXx8+Xms1lwZBE6i63T7ijCLBtGjw221mgXfOSCK9ZNwlun7Ht4247on6tbQWOeLC0A2M096ywlTGV7SRNvNRBB93Tlar1F+rqhqJS38YK/sM+JyVPI19KD9++XzOHcjcGmTeUxb9HxIvPLuE7RNnywVjqNXuhLjEVglTJ/1g3rJuVfXGbbS8HTqJlgQwOfkUm53kn3aCSHlxuihtJRdd8Jpv+YWSbSNg38zVboZpZzJIVkjAb3PPlXsr5Z5qpxvjIBo0xRSBf2Bftb7caeDE0tnY0hexOB4yZDqrK/owm10N4+5cni7bkSBJfJNATWKuX/Jgh/dE13gobvakbvgeoq7F/DsWgoh9H2YRnKWvfufADvOmWsKQPApnvOjTdo2vL0slGDZKwXmTcxkmNWOxtH0WVoM66igVDU1WHWaZQ3VxllDF3cOnQSdGCYNQNgXboptkJK1oLFYdsIGgZcUhzR9cjbnR2mUAGTrjLJ7SrUCPE3HtN/2/ry2Ije9YcEHJONo669tiQmQZB3zAHPK8rcL+lhy138RWMRfM1Yv8Fzh07HFAsX9sX2K/ub4xLmFzJlvGe6trPBHlxpF4iqalgrCg0EZIWUSmNSzZIuf9KdAZzfsPiccgUT5V/YJ3STERBY+rW7ltjnQYRxykxFXllz/RUZ09jt5byrI79fiKlefaVFUGHkNwFsLIRkVTH3VegMpkPLtxHDW8NZt9fH2qqIABFbwzRGwzJa4Z4VPtgzjcYC1go//DhZ16mYrKjl3zlFxihUXOa2/mVZayoQDQZ3sk6xCho3OUPupZEa7trOiQGqqqZTwGmg6fQesWD6hJuRW5QvZKwurBubgFydk1awrlNoujUE7cVo+HWHAnvumW/rpYq0xq3PbGnUapF8BwNpH1HkP9AzG8FaMnvq0JiwInwcu9hWrlO+5qe/ICv+DNAuRirl68plCC08LYCoLUBv+LCPehpkR0EqBkCTd2KyI4nBjykIFo3Ys+JN2B2TMvoMNn0hCCrs/iTyju0PlMFsg0HzXLvEw0wYawPHZE2eqTJdynx3IaP5DOiw/4vUxWmmnbSynNTVN2CzfeWcCwzj3f+m+O+5KqiGrHvOX3uN7v2RK9VE3Vg42SM2hk5aVG9t5DIlM1/1KR3qhreag2u1r25dp/IP8dqzTJh/raLFZ9JFGSfC5fiuU41gfa1ci8aQ1N/ZZTtmcJD12Wknzc1VquWqtfLG1QuwN+uaxh5Ep4GJI4pMJdNErBruwr7YeujdOkOLo9MfPkNd9RYNJSlRAuLaAYqdh86n1PoCYcTtF5xkyQt2/jltXArZaUAEDduezRQlHVJd20Osd5TvIJ/7Mel5jr6d7lNu/GSmcG8bSpE/r1B+lDCD6vfyJcAy0SJhG1o0PIYtw6XAPkuZQqVtMLith5b1tBZmc+QOU+rPmYKf8k5rWZs1qZnTI5OZ5vzgla9dIkUC7T39u+q04B44RkCKRxD9w50+jqdNDfxnKaH0bohEH7Ea5YFr3WS6yYmj6Rlh2uFd1ilht9YqdB/q3VZ0fy9JjME3gpgvbFZ8nhc2yFTSagnxAhDvSOkPzdQY5zBmft1RGr0GO55xPpB3pmMop4pNzH/2vbQjHIj3aDB7GHdPiGJcQR03k8jAtJpPZS08utLW0hKDuUcjS2ZgsmLRn1oahc2eNWEwZb3+9tcfjUUxcU8cw9joKnQ/NHsCt466r7j13mj0MRo+k23ON/KYVZgRxt2J0TDvIHS6ZVp9rYmOaKW7/ppUTStoKLSW+KZ3EaKug1aoaLTz2YEyr2rOQq8QM7myLXHM0LDFFPo08qRQrZo2hTFnHfJT3/vuaFSZgV6QkxAMEx3b1OtyAhejeHFI6ISgqCDU8SU5/T0ybKZgC2FbCRpcjm4xGwu3SflZp7oH7UHt73PdQuU9R3pfTKA7LDpNBleX/D4q1LB0qAm90TsnzKbkbDj5dAR0MfWb9gfXR7WNMaaKaZMSE+Q1hxGoTHmmfwa5TiF43g/qDvpUEDSCvPKUJFNV5zoFDHdjyQnmjmkaa+M3zxyW4T0vXr2cFs8K2oLQ5M9z/xAmz/YxGhEGhdYN8q6qp88K1b7mNKKYyI0Jl3kxKjXn10OzCQWpSSs+GHwwVGQPCTa+9p9ogGdFGNbucXYep06onD5nZTCP5gFZ8Xy0sSjjOjfoukpjQrh+bg3lpLelUJ6gwZbxdVLdvuu7WPnoXX/z5pdxnTJtDL5kz6/PF3oS1VlBzd+7aOA/Vz4C1bkoq8a4aGW4LAd00X2zfYibU9KFqP1e0PVHbnpboIvZiyQRMUpTaY34Z5T5Li6HeH/MPxcKlhfbynUK4Bde8F03332/ayddrELcR15ru4ApfHeCRSwue0gQ7QPA3/MRkhm2bw43q1lLkKg4S43HNKmqETfcMG7Fa9Jscn67lPHRyBMMJCI6ba3PvOVmKclhaNuK3WeqqnEudjfzyU0V7FZurGVTxnWPvfDKf77SQZxeGz/kMdX0R0pj1WCWe4O6JvFDhI6U9Sm8TRn24JorTesQbwQxDanXRta8k38S1+jAbFYcKqttbRUq0p0D1D2Ic33R3RpeGJRmEwoEfVHNFwyeLbwJlkWbgatbV9zU4tKzRu9J8OKTNDHZ2LTpwpxwzo9uDdmAb7+salPwqu4/+ob+e7hp32XS0chKEJt1yiQBcAM/2t9MYpBZd8Ff41letXuRoT0MlG41Ybn7DmmzgeIFhkAxlNpYmO8UrLXeubBPukdDI4ipyG7L/MRZbrxzxQiJwTbKTWBGYcS2m6SZjjdCT4tjRI4oWaeGY/kpXCCcXPwgbhaZ57lv0Zgyh4FvTXZ/9OlhNIG6O9wyFqU1qQr743QexsBq+mmD6A9bhj4xKF55sQgDydIKffpZoB3ICAPhZJ3y63L3QtvnrEVDoLMP/HRpGCwzqpa5j/LF1BpCyxGNsATpd8oESG1bVxefZN3ef2DOe1ok5vIRvcyN9l0jmNKpxlSoUwyc79qgYN3nIuNgGU5aHvExF7rQaSfwnmEeyEr9KAlFhqEXNM55LkmdACLFEwl11AiDb+3zTHpblq46LMO5dTGFRJrchsi/Q9ZwjBsnP4n3LElQvaUcIHNaEHLsY4yXrENPbJx1+LzSKqsvtFa9Bptpw69jWs/aMVVtu4HFdqRsbdPsRn4HImspuEejm/PcjdpkLIyyqIFi38fpE3p+kc/BMjC0Cm7ZpIj4Hja9Lb2I0Vs0beiWCu6Q6a38XntU4OfOQIeODAuXILgVbCxe+tKX4mEPexj27t2LAwcO4KlPfSquuuqqDW1zWwkaQKZFg33QS/nWua6IWhCriXG/DjTQtji/UdtC3QbCaXqpNouu+5rEkDi/JXZzY7rNQlesDg5HOId4VWlmR03Xq2g/MiSlhLn0A107kfS7zrv5BQQmVTXhvRSBiVlJWafcl2APmkpjWvHchaJ9z/0+ItWwNprXjj6l+uB+TvPfZoxCOB4Jxjuop2O0lCYujpHD3Mw9iaFgL770hVYrRfGcEzeNK+h86+Qc2kyGnOj3yqRKjSgk7P0VQR2q18wrJOOJYhrhMBOY7u+UNHsI8+KqzstO5TXmfXY/cj7vfpppth6Ghkq1Kc4t7ak5oNp6G62CpArthX1MEo/EfHDcf5n9kLpOKa2tIstREszIOUHckCSlUlsubCeVOahW2sY0qAbQTe8ixFqfCFPu3PWQCPQOCfSwKIZW9XOHbjnWOmz2Yn/LoucbCONu/ieQHt6jwiiM6JzK5G3EMVbpMrxiSLlpyi2f0P5RMkwdPXzwgx/EJZdcgo9+9KN4z3veg7W1NTz+8Y/HwYMHN6zNbeU6pbUKLOT0O2fym+/I6qqrBmtk4U1V4/rn+msnsZY4hp4NHotWogLXKQM2KxFjetaUubJ08HWOgbFo5NTHuXZoBVckFrP1kO+9jbx9rGUwnOB78p5DlGlBvn/SZkgWFQQVaEt14mZwEQqYqFnUFa9Gw27oFbmwjzzYPaP9rwJM6hmOKH7rCFJCN8J9MTTom/IXQp5+I1CnLiSkVg0n5XPshQhZwQetw2D4xtdwDlfDOkwe+gQPuVUFfdo04PRGdt1pNxZNcu2pFJ9gwFolOToSNEsplmMWjb6cW4bLiDUEfBYhbV0nObRuZcwP3gOcEmLwRWRKViAAso8+ZfLdqdld2BfjubUOGdKIsqImmensfE1psI1bVdX0Y0osABVlzEfAXzc0+L/RfdpmJ5WuImVJBTEtfdCGImnkdXs0OXugVgjun8l08RUzWgZlmfVatcTN5TpF+wdG2dT+zWaU6xaJmRtRK5uHGnrLCB8zLFempwHdDAD4+7//e+fzG97wBhw4cAD/+q//ikc/+tGLI4xgWwkaAPiNLKHpA9oFVjuuU30wrg+lATThZUw0lqH3W+81gUMU/r3JmtnguzanGfcssOdnxzxY/ixjTQUbD6240qzmvn/W7ZMACtCSi1GMNvKbFNRnmQ1yGPjaJgPrwx7x99WdxjIXtScMGncTappmq1PhZWi5qKpG7s8OTvYcz62srphgcDDCVwYTmgPr3ui5TrFlLS2ZLhL8VywaKMf9UqdMR0IDLN8tuJ3R9Rt1PxNQ1/3lb6NiW4hiRZE5E517lnnkzMfdP1U4f7nyVa2TPSztcaLbFoMcoUdTdyJHe+1aLv1mYml+A5oq13VKs4VCxMa2tWi4Co7AAutnnTKPOOeX+4yTKpzQEMT4kOdWqhmqWmOGVnHA37HjNBJYX3ypzwo93ntlWT082Es5u0eTMY5E0HAsGsyYOwqPmOAxZJnb2/v6usy4aQU7T2P348SytbnlBtBF92sPzvxYwPlQ0OLWW291Pq+urmJ1dTX53C233AIAOOGEEzaELmCbuU4F92gYtwyfR/Y3YbPpUGZZAVPVM/JBtheg19z4DBmTHtBnyvpNyXkB5qXkQ4azaMTgHLZEi0HbV9zG34H6lLpafC8WYYgG2ATO0ZlqcserUJjrX0aoT5tqXQZemY10rKKCocPPHhW8tt8vHgILm3L/nqoZfxBGGBOljRtbT4NBKo7CoK74m8FZMO/cfk+E9iCDFSMYNv06lZiAWTdJspKS0TVI126G5nGQfMdsCzn1xHjLrAxHRiBw0tvKDSa1iWp8TBDTWBDkLTY7Z+5L3+LSB+m672svoRy5/umYJEkWFEMArEskTcxApyFdF6ZIw5xhToY2naBJM9pnDfch4Xm7zzM0cJbKumr6pCraKNrouxohJ6F575CMFehglFhy4gXmNnaCWOxXpUL67c/dXs3KU87eS/gIY3l3vkNHP+Oi2SDsG7PvxBJK+OnqTXmOzSBrQ2mNmiq6WG0l0hf2FSFjoTj99NOxf/9++99LX/rS5DNN0+Bnf/Zn8chHPhLf/u3fvmG0bTuLBudHmmvd9gUNs9BYbbkfo0EuRHPL+c8laGA2ZeIs75SdBBF+8bppvTnnO9XuRTU/io9FyEW2RZWmKBQFDRV8ViY1CwMu4HguGilToTphcEy/MBphR3hSsundz6PfEhNaI9iUkU3nZ50pmHnygwvtFvJdGJx6qEDNFKFMF+t2YNvkhfUUaAa61nWK/Gh+yrXg+AKpH8szBJzgZjTM2vj7a8twcvCDTlt3E4ZO6jpKIdAcpGmmgj2ZvzS1pr/eqprEmKBlvhqdEag8NGOXL/Brtw428xvMfQLaecyhX0hV3UC1MSoMgxjLOAe4e5DdAqTt1wgAjlKFYzD7uq0FkR1rlzbqOoUmnQFnUjWd9bgdU02YUT5tb0irT4cIpgyb3jZ4jDD2XNyQV6+5r8pm3VKNk07dV6SoVNapEXuIRSd0mABv3+nCz6PSFuIbZI7KBN1UCG5dusUEMb4SbQthWbNOXXfdddi3b5/9Pseacckll+Azn/kMPvzhD28YfcA2EzS4XN/ZWacUCfBSAJRuNcoRc3SKEfM1/5KrCoDoQeJsJuS5lToSrO7TGdQ7QEPJ0uXWbw7VHD4qDByFuxkOtIhw94PYqg0Do9qUr74FhwPLxEbcaNgDtBNEa0bQcAPrvf4wf1Zw5l9KI01/tu5aqbGgXU7KTgSLRnBpY3dgz+t7aw9+wtRIczNYU0PArbmRgkk2SF3Bjez5ARsA+D4x1icnmB7IF24JSdF4IoFUaZxUFbpEcXtVzoWWWbAaYX4/HLLXZU0vut68ut2bwV2FDRTCJCNE8cMxbhotQ+m4dtH2PEGDewcaDB4rJ4LoakTFG1rll3U16ta0MyYcGRINniVBukuDxmiw9WqdtdYkGXtCgsEdYTJX8QAmjbrfLxJNup1PwTjRORWB42bFNgCiNA3PuFh6/KHhSeUejfmwb98+R9BI4bnPfS7+5m/+Bh/60Idw2mmnbSBl28x1CgCvDWX5Rh0EKNX0LgjVMnpyO7rz4SZIuC6YjbcnoqclCsl1SvKRztn87KatCR0uXRSxi410pYNYBOfZDD/YLLcGk5kr4StgD3Gnr+PPJMFYCFyTOtjdnB0jAc7jSk6bmXoNpbTo1seXN3+0/wSuU+RPKVjVfiQHoG3alyu5wExycKWCwYGI5pLz72YEKkqD8hgajmEfmsLUYUQ3QqXX1T8hgarB0Hi7f3SbUWDXsGjFUfx70cxlOcx9XfdzjWWiB+1l8mRXghAV0MiVicWndagj7+B83ymwTNvZzFfMgEe3Nu7805pxnVLi3tDfLdKWsxa0DC/OlXrmBE/zPkUILXU5+38G7Fhl1pV0U1Rdyl7A3Qd9BSSl3xcM/DHRsElhfAufK4Ay5HhZGqPkc+e5sAn41oycO0eGChoFmwOtNZ773OfiHe94B973vvfhHve4x4a3uc0sGnwWBtVkaLSUF/NQ9RYNcTNiNAU18bsccocHh0BzQBWiGjZ7ifVd9zIe9YX9esfx3E68CtWuKU9Ii8DPnGLpYCwaKqaJYWjjL7PrfjeX2I08zEYpY5h+MQeU6z7BPNrNv1jWKSkI1WimHZpJIKe9vI2zpKCdVwp575x92PiMBchc6ITwmOuUU16q24PtY2/O2cckzlu7/SyVYzN+JRbWWK2e1nzQdE3S2+aMhe8KZGEEjQh5Nug8Z++ggoZyn3fq9JMlDNyY/DGoKZNMyYnUS++ysPCytHHpbVtf9kZkymiKaAvufhyHgSXWAOJPHw8G19zkDsuY5qhlQGBCw/siVNb9SBPVWNdNm97Ws96MgQ67n91L5Oc9wZf82aauFp5Tys7JmKE7x1Le/hQeask9wQ8utw23NM1YCZ38aYRs24lhGfOZJYV7nQRvY86XpBJ1CTHTFWZL5Do1lJZLLrkEb37zm/HOd74Te/fuxde+9jUAwP79+7Fz586NIHH7WTQcK63VxKS1VkCntaTMcySrCrv4OQi+itLeYpl5UrkS9umJEpgGyMo9Wy+3cVMah5wHqmMQCCNSqQG3/HYHXtS865MplSU/ONpy7jDITENIaRSLMeW0EV797DucXzdVkHVzyzDKQ4MYa6bNKJwDWGNSMYGTTIYuai3wyw8+YBhBg3Uj6Q4w48vPFGjbH8iwUp9rMZ6UE9rtfsB855cNvsigMbEOaT5/iW72HoOuburNJSYuEMiMxaNVqWDw7ifJTY/DkEuj/bYqKnzbMcvbnwansNVeKk9Kd2fRSMbyOdUxgdj2xzBGI2i3CX35lYa1yIvzVbtuiqrRXewJYzXo5vK0mtmYhhQzSp/LQY6QnjNWYpOa/Osp0YC2z1o3rcaJ6WLrMPPMxHUwVjHp7HaThIRl6Bzmkt84UAj2dxHkUVa5qt1NrpoNt9YW76mNx2tf+1rccsstOPfcc3GXu9zF/veWt7xlw9rcZhYNBAuffidqPcih1/vImwNB+8VcKFh3AeVtHjSHuP12wLq0ZnFh74zlY3fq8ZVThK5chJp18oFqQ0dsJFqBv1AL+ZoiufL2HxMX45uIfZiDJADzDHd4+M9M1Cy9uTIFVKUxrdaF8vENu+aCwRGOtz+GBhPVMX+ez66UopWNMenotIU8hIxWmHWKw9AYYEdTrXTIrfoVduWzbqfOBGt5Glq38OJWKJRcnDokmTRigRhj7fSz8lVMMgMONbPuc2N+htCbK8zkKJcH8VZ+fZWfHIDUF2lb0RgL5Y21dvugYgRG16KRbo/Cprf12uAwUY21qLZWmb6R4B4ZK+S265Lb66vOvZlPk9sJSrptzLESoz+XY+MVVYZ1fbZizlmuaGCaB/xzSpF3cQhkYJUC/plNFZwAETTaz9H3SJ4/po28iW3dwM1+TZ6LabaH7t0F46CPghVpWwkaAGO9gMCoe+W0cv3plUIYDO63k7Ewc8dc0gCb7A4cJr5mLMVLcKZjR8MnaLiYjEXOZ6WzsivFgqadWBEhBR9AurwTGqJD4GlYeR9tKXjUE6wUf6YAEcZIDUxBTPl11d25wQVgd6gFRouORVS21goVQpecSTUT/eY5AYH9WwIXuGqWkrVo9PUECkOfWSFoY6CYH0UNZmRtD0AwB6MWKP771qWtIuXigo7pIuM65bieAbwV0CoY3D2D1mVjUgJ3F91dEJk2kivtCRqkTn8+T+oZ1me1/WzbTe2tgqbXT29r3q2q4vfKhJdO9vUb91lunccCo9nvSYyGQ3ikPmPRaCz3Tn+EbNEgUL7OwugQgtd2BRKqIGO3Su/5aTWzMQ2qaQUi1r3MWlvCSpPHqoLItYoadq98tpzvWzS6r2N3p5g7tkR0wmWgvJOe4eYTc1u5D8NTqMTcbwtB7BT2a2k+CIj215JBQ8l3fh0FpG8aOvrY1q5TABxNKeBrZbxDryLaZ6Ux7Xbn4AZmolWIMWKBn7A2ZQYwMrplfGaG8SAbwiqj8Y6cl853Q6duGARMaqjidzQkLyKLWDQGE2q0M54WjtVoDtn7Mn3v/f6fUHe8DjUJ9JayKCmOIcmEdZ2igktC4nVc8qqmzSKWgEakW6TMO5HK7FiJrkuVLVsLmr8oaFmmDaNxDd4pWMgDmmT6fZ6cBD6scqTbJ8ZmAPMVLTmIuU0oT8PMluny9Q9xcxvrepHVhi/c6Yx05QgFt/57Hcx9VTHZDOErxBX5XmYoazSWaY1Ca1d4TnQif3cP4vtl99tEzRx3vlBTIKRWT7pxcW1GXjxznjjjwJ2VRFkkx2j0l+hJCO7jIojqLP0XTwSD82eJ+7yvrAPgJmTRGQJ0QtDITaFfcGxgewkakvtAZMJTkz8VAEwe+OA2ZKr9dxg52IXoCCaGATW0eS4GPn2c65XoOiUwoln+8TmbgM8gRx5KBZIaiH7ujGUl0Kp7zCtLmybjSOaDihwGWTcyCzS6L+J9VK3wGjAfHLx+UarVovIbfpzUSum8QHpPCDPle9ep7ndj+udoZ945gNVe8oQHSQ+6YubdFXl2VDA1tZB4hy6AwJsquEcDXcBoopkZemGzMwIAiF0ixn/N97MU+N/YezTmygKj+DWcElzouynCqFeZAsTQS0d9aPu/kB4KNsg803KVdYFiULWsHnaVUe6ZJV0MGA8GJ0K6oAQLFXDdP1HNu1uJqUNy09FKYao6i4bS9rxL+vEr71+JHC2XMf0tWvi11+dB3fJ4rVTrNh5N++9jaPL3laRFg78LiO2rBqGyxgaDM+WpTlQBHMef5dZIrHiBK1633yTXRhE2tgW2oetU/3fuzeAGE2fHBlZ8e7P/XCoHfMJvOgsRBmJaya5dAALXBZ8u7j4P6Wbw4D4H7TyESdXAXlyU0p6ntC7OD+YhWpavv4GyaQOdKjrNaa6KRcrKE5RLpkbUmA5Mb2vl0Cph0VAqOPCtCwydx1Jb/twkbljTapZvddMRlziuG/2g8q5jW2HCIYWFWdPivLdCkSlPfuLmmJddaPCaZeanBMnXPCboUvdAZ0wUgEb32lZpeuueMTRdX6PN0ObwkSpkPkQmwhMEyVcWNZNQgFsv03oGrE0JDRzzNUIY8Qiye52kMbcFu3+jLildvzWCS0jkYtHkuuZoiwmROkybzsZSrUvqeK+hDtR1pNVOKxsMzcGs60nVWMuY79JFhcJAeZRUigh7DFqaAkGS6Pno5YsuMTyc9NuqfSc/TbYYDM6RzLlzz8EXaNWflznHi7L/SxQiRMXONukeDVFW22KZp7Z61qmjgeWncIGQcr4nF3W3QiYkuFqp9hCplRDUKGgtou4EhBlIKWYdhl7wvQ4OrAHKXokpyUGwb6pMqwCHrh+txcF8tyiYc4xhNLgNMKbZijXhB1gaZoQLzKQHXqNV2HNNSy/HYOV0jY3RoIKkjlhI/OdVXiagbPO4V0hpzh2RaOeS69X7OMLIkVu/Vmr4fFw0PRHYOK0YM5oB4zoV68shLp/O3STEuuOjVu7N4JCLZjQqfK1l64pNi51AL6yFZak1NUWXH3sVXFbpw+xfORYNR3FA/vTmhl23GfPUTn1ufindrY/+q6ma9fexxN4ru+FhEIVSob4ca1UvOAk0cRaNgK7+O04ZRqFNnYA9+wOhRYjRcJruyipqNWSEYNcKxgl0HJFqmOsxImdrwZbHthI0AGbhMd8BhtlxNYRTctAqpbGS0jz5zGvEnSYrV3bwVatytPR7h+VYH36HLsZ6MeR5AGiDnmdZBxd9hv4tMQIBbZJGjKHL8bRirDdDoBmBgSkUfDWN9EsssLaq2hgh7iCkXRUErWmdLSjQ6HZKuslm5ruaVUqHggojdA5lLmx2NcLUiGUtLXxwLssMUCGQPiKUbV2nJM2tTJsEMaGEdoXJKNMjMErW9Ui7ApFPfoPWmhITFto1HOk/D7G66kjWKTpuSdcpkQF3JRPTlNTXtRcQm6tlrcEL/DnoM7eZNgEa+ye1x9Zl4m+4/TCDoY8yyQLCuzTaf2LjPlWzNkuTMoo1/x4Nvw15zkr0pBRSOQkLOPCxI/1+qHRPg7ns15EvvDONAxUs+ztf+sKcJSGYq+S8TCauINaPngi+XOp89NuKtV0yTG0vbCvXqW4f53/IgBOjofigvb5Ozbr7SOltc+lgGctAk9T+49Cn3N96IsI2tLdBxmBcN6JMkIpnncq7GTwtCGRlA/L3ZHs4ph81yE1vm8ykoVqNc7IN1pVMJy8vi2bMSgiQMcG3Ql5q0rYi4fvGDTqMCuNwta5S04ZZHiIZc1bOVsMuv58YRuO1O8b61T44vxXGPD9RDRrlXXiYQOCC1f07KEkFAbW+mj+5m8G59eILxZb5yuyfoalwY9CE/thljtREwwdOM0H5kX5JvWz0Hg2Av7CPtAmtHdcpbf7HnRlBuuf+3+j+a+7RULPeM0BDSAnL0Ml1gWr7V0qYwcGZPxnvxTH7Pg004QLg790IFDVOJq3YPBoCn7xuG8zRNTpKtszEFqmzLWu/2aLChr0jakmwTLRI2PYWjfa7vBnvaJ9VmFq0/d79OEjLTTVPmXMnMHtTzfNAi4abfUIuJ72TyByrOVynAEDpNv2srVsHFpPwmQhtPo1NH+ja8qmKPBenW6XosCTzB/1UhRYN0UpBu1SZW5yHa1PbS9AyChoZ1Ss7qWbJ6Wnjn7xhY5FLixcMLl7YN7TuBIK0zwPXaBRO/8ipecfCcfdMBJcHbXsaWNF1aowVxwSpB7S4RE4y7wLKhbV0+fwUs87dVK7yYKfcDaOKFJ/h7VwiK+uKZQiIt+U3YQUhDd4I5S8TNmiYb8uMm/nVPKqaNNMzrdaduKHgdawk51U+B8R7NgQMdeEx2R1pkogoI65965n/e1dHhmZAae1Z71p3NRujQRJ1iPEz0uv67o1DFA0dX8KdT2MVFgVbF9tO0KAbW2Ncj6KKmN4cS7XP7T0a66hAc7uTBxP3aGjje88UyV2IvUuJtjS59fDBwOEdIZ4mFsZKwVgRrJuW+zXdUDhmb0LdbZjX491c+vYUo9XKdnfyGMXa1zh1ddELidpDMD4OTjcGliL+Wf81ncsaETISEgVV1bCCpNXQR1Z2ZVw2HMEyMedM/2tyUaWdT5Hn9AiNC8d8xJeTW1ynfbGVM9aEufH7xB7UJNuPX3Xs/e2BT6r12hmTtciv30xGv6+nJMZhnqBLDX5fou35DDVnvaVkszdI0wYB/hb6TAy5sdtYB5NTVVSyZO7ZifrNuZJXGbHy5cRoxNq188ekiFb0nzxauDa856dq1qf01m0DZpyi+wRdM5zgxLXH3MHBrrWmZ8az4OnTHAsNR1jEImPgz9XBUz6waHQVBDEaKihi3aykNq0kybQDEKuW7ovr+Jz0afBpKzi2sK1cp9p4hnA1BQkiYoeJYRw4f/SgYq+uRt7MtPaSVKkMM70pKixo/+byQfAsEoaO7Nqcd8nL6iRpnrTyGHJJy+Wnt2U3xfZLP3ZBzMDl0ZcFP3MScR3xScmxOnHDr+AeTq05N09vMFH920uvZIRYoBPCyG/SvIreleIzldQqlWH2yHGdijzeYkGOwUrroJ0hTG02Ii+TOxcpEzQqZItaSIlFN7qvkJ/YOaF5AYJzBRx6dwcH65ka6TJWqZKJmJtj6r6BQPFQpV0iw+rcc82pk/j8A+jPIKcM3JvFfauCgT8UdL8m7luskE9cp2hMg6TNH4NBjKpvIpbSQzsmR/Kn6qswe7g4bB5ZOpLe1jDpfJyEzr7YzlSf8tbQyijZLHGywMgIRrFXTt2jsVUxQ4XZEunol4kWCctP4YIRuL9Kixqh9oMyhSYY19bDtZU6MBgTfu5GS5lXaUEH6XdjkOynC9gPlJqTYVCRvkzRR1MyCsGLtpqMd+3zsXv0MIwKZRhYnlHxDE5SgNXmDpd4lijpt6m52XvI2Doa+PxL1LKtEIylB6DznKyVVJ3x4BPvY19v1tnHrdkU/MM+1s6iDuCuGpMVTwGe8C+3zTKKShYkU1lyOLpy58/Uc9OjufvHQLJ0pRQyYeCz7uoL9xdbFZlrvJtY+53D5HWuU0HWKfIMdyuxVZYxXZOh42G1/74w4hTnGvLflyliLRqmTp3Y7wQBIKU0kCzSOVn17POZsIIGSRJhxs+PQ8uq11uHbOyXo7DxMjKS89IRIA0Y4TYL1vKRUV7gS2ph89sQRU3B0mDbCBpGaMiO0SCLqdVcaCcVqbFo1NKZR2/oDGiRNPIi+W19jWZdlJx3IpaQ0VmnEu5k3DtFsw0pbQOQnWc6wgMXL79t1W6GOfxF0kVAFCqZg1EQUnLv0ZAwJI5GzG4kxAjlnAGV4OdQc8w9A0szO7fp/EQWU977E/O/m1iPRL4BzIyGNcW8BA2QPx3mSmKsZTqHgM3fv2BYd0+dySBIUMMzxwXMNfmY6xJFFRQLVYL6lodIdivL2FMGbwA4LbS1Pnr1mSQjPpJdpSN3WDSaXYeO0ZowpJpuD0lFTk9fDhNdo+ksY1rW3OtwrHWqcsYCH4Xy2mjc9w+ql9a86rNOsXE0He/gIAg8ZywVEaVYDlSlswWbrIyOKtRFJuMuM+ZswfbAtnKdkhifXO3F1IvRMEyV5F/JBVeHDDm/K+Yeqi0DRnZ7h971IEVv0I7oO+Nl2YrEUhuIueRV6ys+5pDu40/o5k0OBSrMkcC33D3MVBtoF0cg61lv8+aCwQHBZE9N11XvuhcwqomXn1Sz8GbwropKhWOoFNB4wlHQX5xGFJG1lZHVyZlHhFGOu05xKl25fIoGChtErNG/uJqTgffrzwDvmsL3/1TNeoYgIs9wbovamyODXHoSr2IzlxGmknuv6ZBgcGaPkO5OctDw99lIc9oHTXHr35fDJ6GIzH3FaHdjTL/uBINoxieuIfKn1oJFI95x2lun0WDwjr6pWrfCLxVOsjIvJubUohI4USSFYWLpo0VTsXbRcJRMgp19hxFYgXBeSG64Ihvgf2/XKuENBGFRNQOyE24hlKxTw7FtLBoGrE9o5lqoCbOslMaK5x3nHMxELSTFWrjJIjIvN/MRoZ/T6rJzMjJPnRoanacyNw2Rvpon4NVW5XXQkOVlmRhahfk7cmFXNnKIYRS82SZjj9loNZ/8PRqpZ2vq+jRij7KXqHkQ44/o35w7Bn1OjL8hwq4W7uwA/b1xXQzsb5y6kqHD0sNkAJvXAJGpJc5Za1r15WPuOYIRC4DL4NeMoGm0vxM1i2adit5gzlgQcjLRTaQ4s5GMmjRnBmfF8zPfjYVn9a6qxnGJDGKBJPe1iDymMs64wMVGhxrs9ntB8y614dWxoma9wq57Zsz9MAaV0E/tdz2ja5gxrv8kRjnrO8B5H+5ukfCeCvl9rdCmeVrZ84LumdZ1qv2YTDmsvH2b2++MMiBpVeqF+5QF2lcita+x/AxzwThsL0FDw9WGd//m8Jh+4G4O8xzTFFDQg34Mv+u7Tpl6srOXeMhxefFdTOL3aBjNvc7WAPtmW1+DnvQLl37mBE2QTExjwVhEaj89CYOpx7xVENIme4gy2gC0UqI/ewX+jpcs6F5LnhqCLG1yXpMus5Q4O3OQpWkj1jR6u/MilHSarFO3yd5SMheU2QNIoGruJXTCDaZDtZOcBcS8Xm5dfqBtbjAsi4iSxcYs+VZas67N8KesjwyG+J8rpry019F9NHavh2rcAF9WqHLudvAI8iC9j2FqY+9bqcZLb9s3EL0DJ7IeuJiVodA6b9/tCvd/qzZlL5A41xgSxf1zyDKT3DvNgOdkfgo2IalgPlnAYvbJgmMD28p1CgilbD9jR1uo/5MyajTATcGYzCNtcVpfuBoWlxieBgm626iVlDFD5WkNbZPUVYoqSebcx5WvNRlVh6e1sT8Mrzeq+aVo+Ft/xQv7JPMz14GN0SbFc0+ay6gCC3ZE0E11ic1ElKlZ9wPHB1mntPA3Reb8ysk61baTP2Ebn7nJskzlz7newkm+88oMiieRIGgup9WsT2/LBYYSsL9KgnPsmQywF/apMLnBPOlto/CqHNtGcD9BTLjuLGzmvOGmWqU0ppih8XWAUeFaJVNMc9ZUBzPGXSupwXb/ztkWjEVDdZY4sQnTOSZNfOaaTo3iUBfZ1Np0FJBUmPODwRNtiu5yyNT0e1PQd52KCVFZiVaUa/VPCvyZ82Erxmm0Nsfl0dEvEy0Slp/CBUMyk3KHqP8dXayV0m3cgQSjIYrtEYLlIHbocb8FZvOuzSncHyQt6lD4924kYZiKjMfYTbXbOJP7LccAekPkvLsgREpB6yJ9HDJTqQ5hMh3Lh+qy0wQcRJq+Gk1wuIRufWE9NMmAKPh5yI7RyBB6bF3CIdzoqs/64vtIU8ZFJDZBgymmhf7xql4GVwAqVCvd0zSYNKMsiLhODaWLpjyWtMGjE1pQEOZfEpI3ypdcCvQ3WvggnE15mnWvgK8ksXFL0Ru7E0Q2Opp1yuz33Bhpuhb8nz2rN9Ba2X3XqVxw8Xj9j8wDqT14gGIoluiBWt20ZuaYv278RDPCu2QrdGh9TKC5+zmcdxXVtSwo3sxY0mIoFo/tg20laEiuHOx6ZhihqZr17lbEnUKU7gesJEsbu2FC3DQdlxJvL1wZnXVKrlMCl+bRoLX+yJtmPL1hG9hdjWCMsooJWvtsDOknP2ZAde5tI0zSxqI2BjY9baZFw0eNRnQ1MzRJd4e4Qahcm5pvlzuQJQzsFlGhx2ajY/aQBR3Og3PLZxRvA/ebwUydVBeA5Pua/oxlosu98ZvPrEbVt4uJu8hShGj0L0fmRuULBwNBrV7mXHHOlIzXsHPYU0bYeq3gQSqja3HgHTPBHq8TrkMdamjPnS88G9j1mGXh54W3LIHfF7Ryu0MJ8X9grKUJuPex8GVq6NbK7VUbCqzdcTNS2PJhhLygXbofMgLTRmbUK9g62H6uU5z2ILWpMBoGpXTnTy+v1DAIjLmMSWo7sQE4WYGEzWRQoDDz/dAASUkrqJR2Lvsag6wUfEB0LBtB0ATyLuyLImFxkZhI/uK7JnnoVBkxQpIAbF0XMuELJZKWOUxT3D6UOui5sTUHlDmsaXBhUJx8XpRCbqiVxr57TvuxeUI/LOCMpvn8k4xgN0523njuGClmnGO2JQa8Zc7TneVbz4Yy9LlWJTYV75jJRPn4odp6tAqVVjCMOeWGUDPNvqsyrrUpWgijbVw1U1ZkLvBZa+XsO36RytwRYtz5EmRFMfBhxzVvRMPSeHIX9jkMtt9WE3/xQZp+ScdJBOLURa7ZdyLlCiUZweBbGTOtMFsCa7XBMtEiYVtZNADwFo3cIEnycKWYYEd6EOu01jhHgxmljbGC+MHI4mFOvx+o/c+CV3ZwVhenYY/J8bRPo9dZ13dKC8Hgc3KtKUFAqwEaH78/VcbN9Azsu1oa+s7LHSMn61Si7wdZCxLwXadGZTLT2jkxNamPdwvirBrDm40h5z3SF8q5v/eMK1GOCH0eY96d/UQql9EfNO2rshdOug9y8zl3Tvr9I76rZP1IrVUnjielBUq0GYkxMxf2xeoLaUuUybEQ+DEauSCWyyExGoBnjRfr57IgZS5A8mxU4IzUl5p/WpFLJFneoi+XA5t1CgMs1oz3hY3RID+FF9a2P4p7C3Wn8h5NCvxaRceJG48Fb6sFS4TtZ9Eg68N370hpv+ilc73r1OKkybE+i9KhymqehwoVvkl2DI3GtSAnzoJ9nte6xJivQJPm7fj+WA/x0eaEA+7OlKy6VCP2SQMlnoEqJmgk2q9VG6MR5U00xGw3FeIBus5vc2r4nXo8QYMvpxx3GjGJTa6FrIPDsC/MbMJj0BpL9N1UzVplgxAwrDL3PqgRFs7ob/G6DDUmo4/zZc6DDHRkjbL3aHSgfeOXWUggv0cHrZOmO9WQ7zKJ3amQstqzcQJcPSlElWKGqW3EGI2YxTlFz2C3Q4G+HPhD4MZoMFalQIEVWgznnkf2fNNu1UzsDRcXZONxfNdVWnbo4V8kh4IO20vQ6Da2Bqo/6FKbm4GnfW41cvHDNMfUGDBzQzdMRhFvMHbz4i7cCz4POHCVz6QIglGM2UlqXZh6hwStO8HgTF3zQHwvFd4CnHspmsna49edkx61TW+bb71RZIkorcfH/iBjekddlhY0JoTpGUWLnvMMXYBuIpexci9+1NH2U91bq8bWNm/wNJd1im0T81/6JT5uBdeNu1gsti9aK61jLEm7RHLxT6KFkDkf2PpnZE3nWBq89o17Iwf6/Qpmjpuh0kIfKe/vDHpytgd6Di3K46SP0WAI6DdO15LqnDXMM4yuZgi9dj4zWTblsnnCf1bKXI3o3S5bGeXCvuHYdq5THLOSe8b4h1FNxjc62BmaCyE5RB5y3QSG1DnHuauF50ff3WArmPP5DIxes5mTiK0/yXyHwsM8jNE8gasOci0RIxHkxzd8MldnRju9lY6vd0OgxlsqDeYZLy7N5iiMsGjE4DC7MaFYevcF7wWDY7Q24hpqgsEXeUbL6Iz4nAxFTqzcACxFgDAzzn6Gtlz4a4zNBrgg5NwjswX4ThlbmfYCEdtO0GDXv+jf7AkWcF2nTOexF1N1MRquub4vx5qJM/Ym1m1Ht6k9fS31RmnphqINBs+/PNDNKqODZE1cZiL6qvS9/QNWCiSe5+byHEgjwaZVzqRl7EVhFXTbn8ym7l4yyNdbDbyfpaWFOcSNW4jqrE+CIKE7zWdWbgMu04uwBgOIblb0eYYOciOuTFheWz7mXcM1+rHKrUqyqi1MQO3ayFlzgcVvSf0xfAYwxexJiik29irnlSN3pLDDGbjrMwq4DDdCaPIuGVbgysR3qW5vTj2SqDMaNzRSKKKP+Rc2WhArSzxr4igSsusx5xvrDgVAcWmLabX+2SpBuf+6ltLu38b9zt4XY58dMa8LjglsL9cpgNe0RyY8PRD8ezSG5QXpUas0M5cDe5EbrYMIN+2FgsMaGGWGSzSh1PwMwmCGS2lIW2hNTPfuM/nVBwICy7SnOma8gFNBd3cRDO/XeRnGFTVj6fYZVCMgsJgno4/wqHO5JuNWtjDQ83TeJrR/aCv7zyJcxWiKUym1aRTGS8fMVe65TmmSFD7p+DBl2axVC9Z+R1PhJi2L/Nep9w600DH3QMT3DXpDfV+f7LbUl2G+Mhyg1nO7inK5NDisoMGKWu9pGqFsY2GtlcxPepxZMVQoMJWrLkV5RwM7tP5jqb724sySYIXELgYvYw/JPUNys1P1dJE1LXsPA1heBQIHratkJq/NhF4iWiQsP4WLhBztx3wXfmUODMvIK4U6cjrlLkyz0EcHgwubyWhXB6NZTgVvJ1x5gmeFF0wy2zF/7qGMnqil505i5p0GNpdCncPgMGgv9hpHjdUqRuCkT1YujTHzfTCWC9To5TDeY5pzuiJjLMYKAOZwsl2r/d/jz0fHzNdcWmXDMKVGbM/gmAFfmKPubjXXl9SNlE3w0HifNy5+wm/HgNvzcmKfht7g7H+22bgoLcEfAqT4G408IaLxHOo10gcSk94WIONK9w2S4YjuH0pnKlsiMWVDFArinpnQ/NtmOYVSjntigsQcl6gs+MqE3GoNfU18HVBEFVaC4Fl1wu3WESsKFoHtJWggul9F0aax6wsnt7ZGtyZDK0R0G20GfRW3SmM+wcJP4qZK69Lh5T8iBmXmcBnVeV2Tsm4GH1Nv90rSBXQbpu2BmVMD0mrCuBjp7PS2DcMg1SCpl2N9Ks4rV1BJ8iNGSx8Jis8C4V8Whbi7U6ShyHPL5CNtx4oT1DimNPJ7/k3F6SK562pei0Zu0Dz7bpnMpw/XjXN4HaHrVMY7RLozy9rQMZgNdyubbYNTxtB2dBhX5aFGryCRrZ18HdnrKqe7FrRGteKtTMnYKFHnqeLPIeMYVrAX3EaVIt3UzFmLmvAyKfTJCjLPziJ1HPPYhq5TjJkxc6LX6FORmqxTLHLN0HOk83OKCQt6qDlSDWAe+fb4Q9WmYs14H1Y7lfInplozju4hh0pG2SzrSuYmK2my3BSXQOVVJ9Gw6D3bacf3z83S/g9sUOg3px6jOR3DhDYNUPErVwuxVvZRs16P8sEY3BkRyaLlzC/pYs/cNDLAKOsbEDL8uXE+nCA+2CWOa8arY6x1MFVvFjzLcDXC5VXpiKtgTlXcfRUY8DreupD2p/bdiOtqQqjgYkeykX0Ox8vlXowqncPKOxdS75Q1FSOWsbZNI/y4lbHHY1pTlEGQV2eOcBs0s0QamghmUJgtUdT6MtEiYdtbNABkMw7+hlNDWVNgWznxe8UwLfdozSogmkc3bHApqZmppKqEr2b6+YG7ltSOw7D2mpdK6fmyYiX9u3mhMnaPRgpDx9fMzaq7R8P9Mb9/5zLzO64icjE2jimLYUoI7+wz3meVaGuJNHDRFM4ajvZ4yBLimFaJ+R2llMh8SLqFfhRS62zIOrQW6sVOhjGWUQABU22ZXmPJ8qyBwfAuIJ13jkuhlASgdx9OK5pYcEkg5kFXV47AlxPzNoY07swL2tI6fvnpiHkq6tEcgTjjDFhgiviCrY1tJ2hwkz+d+q/9x70ZXLtCxiIwVANg/idZNBJaj1G05PjJe7tqGwy+MVmdFnW2LJphEKHcv7mDLOdwq5RGLTyfqic/yJD8HbjRjKhDQNYQDmSUlzq4cBN9BeZed0OZi0xw9xlwAizNmiWVGdRuRNM+5HuKLBdV5nt7j0ZufWAObN3ut/NOKV/LnusOORQ12nt4lNKjtN5jYZpx9gXyCqMtJ77rlBC3Eq0i4ZI2pq9z78Zo3azGb9Ix2opLVIHBtnKdCu6qsFqQ+VZE7DCPXswzB6jG0S5oT6mTulBQBK1EaWiVriWVkrG1GIzo5wZdxhv+UM5FjYbfFLk9ftHyY6TCIYzTELpimu42GDysT2Ik/XFztGpRQ9zY+IcE47aAA2yohaz2AlidP5rhri4S9HzTPEA71pELxZy2jRaXu0J8uNCS2jVyBJeNTjs9GMLgLMr1iou9Eq0QFNH1lGD6tGbjUey6T4RsWIVXZKiM1r09k/gEBdH9Ypm8Q7y+5hIYsI/5e7IK62oLzkPcgkFZASFO0r6uE/sJ8T2W4h6VOdDo5bokbysYjradRWMe16laNbaCNu4gxkgx7ilsuby2HRqCOiTN9XLA74cxZzKnWRwjuEgjJgWDZ9c7TxzIiHbb9LY9Fp1uT+RbOqaaO0xZ7e/cmlbj3tZ2UyrYlM13v+QYdW+Cj1ScVsTyOaiZEf3Jzc3BAsTguIxh77qRma385AmD6Mh97yGujxwt5PlBXefdeTQIjKfAMkMaQsM40yntWk68BxshTfRcxHX/6p4/oZ9jqKgAwcTqjCZpAftNwbGBbSdocJCDqV3Nra99rkZ0X525L+eeLyqmOWC430H1Rgvk1WNpWZBf/4ZjREC3Le7RGfPdVbptyy/DHrrMoMUYtdTYzatR2hAt84AxznV1zAbNzJUYf6WVOC8WHsw4x0E9nC9PP5Bilrn5LrokqYy0tXrzmNDUnM4eisxyMY1o7qnirIOYNSGH+JEZtoai9ve8FGnz0NUxzXyCkQUcvoDo/trXlVfNIi/DnOcMKyjYCGwr1ykACzNLmkMyeo/G0EojQsMgeA0vk5mPYojbkGO9yLAVDn3lhTHPgwWwPHcW/tlxGO3G5mOzp1Vi3FPWDgCbevDqIamjNwgOAzPPFF9AnJXSw9flPAzY0GcHxxNnFPazx6UgxoSMnbZatePOPb+IGAVanW6bic2TCsKlg5aQcW0vYlnH74WIu6K2ZSKVD90H5nyfaohFQ/IW8D29hsZ4ppo+2pvjSDRLdmHfMtEiYfkp3AxknkeB9nnRweAjIV/YNx8W5U7QXi63AeZiIK292SzGcpMj37ixyWK0M2A3LnIQ0DPBD9BtC/Dvn6NNzRF6Nqp7x1ghlB4+rbK8KDfg4LXC/EZOzxF15wotC7vIjIA7mOeJsZjH9U0zfu/sRYcJDHZTCdx5mHfYoEWXO6bhha+LaHtjyx+zWPCc3CqpbAsWg223jhblNzgvE74ZbGk0hmSjsUUsts4wjumuuTVP4wWw2qarHUaEZfJGzuEcd5axBwmXqtHU1Qcdxhpu/9m0LGJjcJSW5di9zwzlQt07BiDb+pbRr3O5Ym0ic1QNcS8CjrqLjBJoCIQouDdpL01mojkias2cUlovhoEeGrsSGfto6ts5cDQVBQVbD9vPdYpD6sbcDv6lc22MhpznPStT0iI2po3YTFiz9vh2YhtOckPNTcGXAzGeZWNPPNbYshAN3Ti6bX8WxdJwbIU0Hx1q1fBz+yiPe3tbeZqZpsINzdozzMVpIHEeWNfTDWLslYpcBItx1o4sWnWDrElB5/4xrJVeZCptBW8KxjT9+c1G68oZGaN4WIgbbVA3Fpplc5nQQC3Me2ARWCZaJGwviwZ3mdfW4Rl4ROgfe8+Hs3ctYA4vbBks/3oajLF+76LgleM3PlAz7dc4NJ7FYdTmGcMNWqupc3YjDuKjMpfnCaI39C6iLxbIxOUiZs1ROl9gX0beWgPzjS0APVZ41sLfAmqlAoVdFhwX2YHPbiBS82HT7gmR6Ahy+o+fwBuyDy7RWBZsHLaXoDEnqFY+eTDRdIEbFaPqu5QcRaT6Y6MtBpuFRitWOMjavjO7INfcnL14c9rdKC29VC25rXiuehiwtwtvU/RuHeOed+/lGSZgDk1WcLRcsyQsIkCaxSZbxJJjP7DbY8Lf4MQjUlUjlvDR8vvvA6/775JJPsa6y24BztxSWDJeFXQorlPgN+Icf+ZqwWrJjcg7nTK1a43Bm/rR2M83Ms99wXAczfE4qlNhG03DjVznldILyYZ3rG0L7YV9y4GNyHVSITNLUwpS2tsl0jHMI/gsxHC4JMlqjjXMtMJsiZRZy0SLhGLRSGBDz7FFTRDxHpDlmoDLvO9tVvBwGBy5ce1KGuh5A/RiNFNrz6Ll5g2/ACpzfm5Z5nYLahi3VTDpCEuHnYvzdtMCLmqLrs/Ib9JN6PIXWxCbePZpGtOYeWFfQcFGYtsJGlvmtsolZsq3OpY6I1EmyuFQkINjjVEf6l6V4t2N4L8hl1AOgbDfD75s27/7YA6X3KXAZpzXcw79UrkzzeuWt8D+LkdUgUFxndpAbEjw1EiooZdRjcCm+lhvRHzuvOO1ROdzCss0N5caWyjD1Fjkxk8tOs6qZD4rKDgKWNK9f6vcrVEu7BuO5adwibAIRnq7dvi8twoXbD427TwSGlrWG+2XEpLPekHBEqEGn0zjmMBy8u/DwaVi33wqCo4hbFe+d2Golq0LC29WULClUNzgCgo6lKWwqSi6nILNwDHrOvWa17wGr3nNazCbyRfqLQLNsaqdKQhQNOwFBQUFBQXbFw3UUvEC5cK+o4hLLrkEV1xxBT7+8Y8fbVIcHMtiyWwzfQWXf20VLAnmOhOqMtEKCsYgyDJYllJBwbbEMStoFBQUFBQUFCwPZtCYFbZj41AUIwVLiGPWdeqoY0kujZiN9Xkd+FzMfJfyQZ91z25m1ol5TJ/b4qDs+mfDTMRLsj5ysFWyoWx1zGMRXSZXhiTmYAZH7+dHG1tovW8pzNmvJTxsODTUUrkr6SWiRcI24JgKDDZrU1lqxmwLbKwNqqOf1z+CGbexkQNvGZi+ZToIFo1F9+88N8su7VoXGDB27mYgeE+JwTP7i/fzUV0TW+XuqHkwb/8u2BIQnWeLFrqG1reAuZhUtm2DKVeQjyJoLABm0Y1Zv4OY/61mFh1BLu0OUcG5gf2wrHyThGVgqOfpsyaxBUkM2jIIM0Mxlsk9VuGM4VbsGrJ5zyOscdgKufE3CsmuVACqsH+Cu4FUpA9pGwO6WmksVlDo6pKsecuwvxcUzItt7Tq1CGZlJonu3CZX8abv2P0cetlMzgvUFDaosjbS1DBtBs+5kA1fqoJ8v6HM6CZOpTH9pTZD8zpkPZGyUQ1eDt3CJA0UDZldMNc9gpFn6bgtwgLa5LhFalN2azLXqTUbMJFz7OnLa+ds0WiV1HZvthCldZ8laBn7b64z3n922fiFYxCNXrKsU0tEi4StubMvGRatzRIxYhMJNtbNmpMDmJSjqr2T5ETme0Pn0IWdyxRy/RDwsMqUVc7YbpTmi6u3vRk1/H6z74OIMTQB8xdbO0tu5vcZ1Y2OEdqKMUh0nmoF6EqxWuLk2lVIu0UhUmYBkBKym+W1KYzFBqwJXS2Y0U/tNwMs32qB49kKW5H6GGsMFbJzKTECivbfcwGvYhQD0lRzzqqB83Er7i8F82HbWjQWwZg1sd2Y2+SUGrbRbiYDNHKj1YTxXTiEKhd5KBjMyyQHZnup3ILHdDPccZIkC+MRHaaEy4BBoxVLQHS+xQhmDvkU5ja0dM+nDticeIeNEsrF/txkZdlWcxlq0M5PyRqTimeSIK3rY8H9LucdNuI4aXS1kP7Tahh9uWfDOFrUUZsRm5rOvmBLY9sKGinkmjMbrbNM/oPNo772TKm4z6mA2YIvl9mIA8Bs/tnCX6IvBwsNS6bRHnoYbqSG09bdOicDyKPvaJtz5/X/V1p7Ae6LO1SX2dK94cxD5N3naTuwKndj5+t7Fsaoe3uQTzslJ9dFNN7efI+PajK1jzI/S8JyoHXPJyJZxN9r7Fk75MwdoYDIAtNHSqkgRkQULHM2C1pf5J3nTdxA58OxIPCORWvRXx4ha5lokbD8FG5FVIrXuquESTWj3hyYjVaMH9kAzCD45s5hfYgKZ6lqc5odmcJ3btPvAofF+h5nHCKLYnDp+2uFuXaRsX05g7vZ+/Ed4jobOB+VUgvJrKR0eyAswr1sEUJcrIpNcwX1291A5qXfE0dabjUWt24Tc7CBJ7iQ4jljs9nD5zc304rPmqeAmdZHVRMu9l/OvrAod2Byjs81VnPuvQUFm4UyTefEDMLGKQVN051lE+SAUNOX/yzLFC0oGJzGLcQ3Ze47JpZhgw9Xn7nbKD/TIUzejPPpWbCZPk+AGWMyyBSah9fM1+NoEMO2U3N9EUxwdh1UG04EybpzvByqwbJzyuvzjU40IcUabAScPjEW4BFIusWY38gcaiQlSwcz7oak0dp9bFAs1pDplKA9Z7/YkKB/LpZNmZi6jOeHWDSYuUXf28wF0SLkeyYoPp4ofE6ghdKj1KYImsVtqmAItrXr1BhNJfcIe8iwzHB70YuzSFOboLOH+ELDBkkqOQGTHljmhynnMzeUsQ6yOUhkHKXMGj3Tl7fJVjQiZ8BQDdnEBzHAftGR3dhoxhWEzPdmgLterFzqt9i7pywa5ldfVuOa3Ky7IoL37YiTmMuN8WNXDiM4bxupuayd9T/Oh35IHMQYNwN2/Dt3Fev2qYnlS8GzQlSuAiGyf/XZkTo6vfm5LC4rdq5y8VMRy/YMme+wiNdkhKKFCGoZUygeDN7+ZqeEUqLwFZuv9qeNOg+j2encM0BiRepj8EbAknVqOLatWDpEcyyVbNCggTDQihw6BvP0djVOS5fStkkQ9we/KomkQZp5nj6xCqWgN2IDE9pbJu0N7ROqMV70ZqO7IGy/XqW5jE6Upry+ytXqyvdoxNLNkt9132etm1d+P1Ea5/aD1YubR0OYpVztcXT+bNI5No+VMKBfGGc7d4duHwlTh0T7mHmzdLd/D3IZkvvIuq/pamOs+d6ZoFTPEBohUBIAlFKoFkjU0Lkc7A2pzFUGSrmuWFUrADdaxTOocVVxry+diUsi8BZsDWxriwaAuQ/Rmdb5sQlzx2jMz6jogZtP+HziAB+BHMbJcW3JZRa5IRDOktRN3FSLMfRdHU1nAn5fpLTpQ2iJVhXpU5+GMPA1fNY8k5IH58nE5DNxVHkQE4bCRoTPnVvCoq73WITLSKPVhsZQzFAdNcF6Ye8VId+Zb57lwfm+g7g3qd6SkUIw7nNknVqEQiE3TmjMMZGq2dllufpTFegBLn9eOWNpZff6IQqIVIxNav14wdtajRxv1WWd8lynCgqWDdtG0EiZ8IYGaSaZYyG3NRe862tSzEZoSRppIm0kIchD1tmlISdBVyY4d4TFRfeMTfD8UdozlRD4KbpOaaQ56gHIYUjNPRri3R5C3w0dIu7QDBknnr4olNG8ZbgRMnWJ7kRWGBT6UKn8fLVSjMaYoeYsQUcJJIFYgOSFa0PnDyvtS2XHZ3MJ2hnrOqW8fwVob24E9VIrn5+lZmAwuDYCkQaODBVWB8zVubL1kb9D7bx2mOs1ncF2DF0qXftuLFbVNZ9jGRjYr4kq/fngkFDXbuGKmT+5qBDEaGz4NlMtl5V/s9FALdWN7ctEi4RtI2j4aFOUzVdHa80A1nQd/phj0SAMrXhHFBUyxrhOLdqf0KtK28Mj7INUs3Sz4haLaH2pKjkwLgK2H5bNTYEgZ9wGBRh3RVNCNx0Lblz8lMmjpldmFiCpD2YJ1wKXsQvb9RFjstqbhec/WJPxCpnPLSydYUp2SqyNRadVnId5CQVtnhkYe4dDwKxWcGI0ctdhrvveGJ/9owW6dmKCqlatW1j+njXnucU8L7Y9JEA/da4hvjc5FoiqFVpF17tIPdpYXDdDuPDQDLB8Kmd+LPGBW7BhWL5d6yhgHj6capUdcO4kERNpFurM4aLatCEuJBnQJquFZ8J2NHAj08Zq7aUS9bPkCN9vBmiwpxxoPH87sy5ZQO2Zj/rAQVKW9HNMazePsYVj9IMDxosfmqWEW00Pnkiwoz8fHLriMRr+GNHAy2woBVTVQlynVHep2yL8wDf63pRR9Wc+Eqs6O76Hs3A5gq/i3Vsy4mSibjHCzeAzqEDRYsgxTKfTp1WY5ti3kEiQGWWZ7DHg/fUzhLTuPQNlhnE1Q56wNGoKUsGZKKnsvh1TTlSMokwgM8d1y01PHPaF835qpNugeUdKJ5N1KuUWHINE1kKVAoJlrODYwba1aCwCDRpWQ2M2uSC9XRUeSNnIsWgwi9Qx6w9ZxFJZgYQGlcMo5DK3rc/5sGDwedJDSmC1/IyPL2CsYYungeuHFJM7JOjQ4XUSA2R+5d7TcX1QggY4RQzp29i0lqyOTcLK4LqeKEuRrhT8c1dsnsyzRbgKxOoQLTfe+Bqz/ZBMWFw/iQyEt47nj2GTXePc+1hUdC+ItsG5bQrVZMXJeFU1WhElh/m3Vzo4F3ixQlA6psn+Zpli3u1no9Jqu0S0/yil2fGPWxKJUBUw2Ob5BbyD34fchHaSOfR7N4vcMyXidti7R1fxeVa5814hZsGK06UVsZBkWssWgTVdW9qOwcRSUZSsU8OxbS0aTjpCD+zXgjZM0tD4zHCbtEQFh2JykSpyMA3U5M+g476iCVRKp8sTzR3gmXr9Z4WXFS+dEzd0NZ4BivS31L2NZSZcJiC7ychcC9rKzTYCd+5tiJ+m5tdJoKHtOm6Q5qwSrEOdZBVYyLpixiIQpIn2IMaRDHFBtBcfzOeTq7R2rSySAN31qT9VzPwzwmGg/cw56DVEKyvgrr0he4YTa6aabIsNaymbK+tU96zq/hMSZxxJKXpiw0wtiJ4FIpiLpJ6ZfzN4InNfoHkn+7AzNrnLTS8BM1j1Qc95t10z3w19B2YOxLJOcajNFjCvq2iMrsg9Gik+RdfV5sZoSMLivG7oWyDOoGA8tq2gsQjMoPlDBuAPOj/oy5qZhRPDz/Ffj2MqB6XD1Cq6aWyEKZVuWoHvvxDrshDEhI6IKcH0Z+Xt76Mxx7Nz3aORAS5jFsuIkg4YYvFJuVFIh+wsxvxLwhqTItrUL17Yp9qDfuz8ttXq9LvmYlH1BF3LaOo2U1nG3s8yEpLVICf2gVc0eV9WAFSryAkECVK8zeLlK1DS78iOsc4QlDYTRqNN1o6OxGgA7br1LaIAelfREUKIls4sJjNYNElELqrQNY+OVzRGw6SjNX2m2ldOejpw1SnzPLW4eYq+OQ4mmzSCi3UxSpGEgOG7ABdsTxTXqTnRbpx5weDzxGgEaexicLRpoZUgay+XNhDGUgO07jRBBiGpLeqjT7TjjX9wSXRysSqbwBBtiLuURzibwYaAaqCpkJtF2wjyOcYvYHY4nsijJ9B005z65ivv1PK1edoTZmIQ3btia4jxm1dYnNvwPKl8Keaeh5Hnx16aJ9eXqItmKxolCXftwJsnQlfb+ab7so6nT3R68JqFRletK4nwcONZsXUVX7Oxu49iLjmDs0YlIN5sTeG9QyMJ1J3QnnWvk9Kjbq336dXeOWHGiUVdywo/W2H3T4Q0Q0FUMeErIWu+T1IuOlbBU7tzf6OVA+3Fw9VcFki23qNtdctEcZ0ajm0raAz1cw6eN8wxBM2qzwx32tQgtV9icTkZJUYw2Gt6kjZVK2T7dmrFtDnyfhCzUUmbf88c8kzqImCqTrl80Pmy0an9nA084mbXavVlpiV5cMZAhD//AAgYJ2Y8stLbIm1tay1sfP2xcTC/BbwSd/GlKFR3dFLryYDDkDI+SocuTzGrGYWTnU2r5JrPI67/s0Fl53bjC7oLaCvXSkFTXVPk7NNc1imurqwYOaY5TTIEmvqBXnvNpqPtMPMtfJHto7H18fNtwywaQ9O7MtCq3yM5xYJRtM3DGKVdjTtpsVvnjW4pkfZuW9/QJBER0BiNVFC9Od994cw8JypUjNDj72eJYVwUMx/be3PW6zy8V8HWw7YUNBZ1MZS5pyL0zzWL3w8Gn8MXsQLQDHu2AReoPs8mr8NNllg0hkATRtbe3gpvA5JIVWq80/HIxyidATOW8WxAhvBuQ+aHYUqAzM3daMAyoTRP+xEy1pap8gIvU/SYeZhi/Ljh0ioi4Hd0O/VSxq/TJvraX1bQFLKqjYJu10gsjiVgApowxgoA1hueFk6jHWXsmK+d+ABGsB2Cdv+RYxd8jE2U0ejK7RMVxsgZJK1KymiF3flsfyfllOovOAxdzsz+xmh+My5edSwXZP4OvvTREY68fWfebHQ0aNxUKbktdu03xHVqobwm9y6BRaNVzATrRKn8jI5I0z3TlSMQBnqNugqyTjlzP3dcOsudU9cCLvWlkPgFGgzu0JOBZUzRXLCx2JaCBkAYx6EMK9VUQXcbJ5Mar24FDboWNbFoUL9SSZvum/L1iE0kuCxqJIz2VY7R8JhenX+QSPRJaSp1vcgTioBmWbEapdA9idOKqVTgvEbWXGu1ukp2g/DaCGiJVZ49HoSx8l9K6yDjE8cfJu+o6R5PZWKSBJb1Jp7H3c1o1B+Yxh2qrT+mWtbWn1oLAtdQjHU1aDqLipkTY2mh7+7PBZqVJ7BoMM2NzRAVw4yJ0ZAYa395hPdchEQHAugQ+BYNKlhDcMkhMQLJe2fId1LfqpwYjZT/VwSOP71WrTEP+ZY3AMHe0FdHgsEz6ZOmuSg3+9976W2BWHrgAXNZQVwXBuEFjqQPaZYoBehIn8Tv0ej6ta4sLdQDYp4tK7XH+HvZGL3fUU9QMBLFdWo4imiZg8iCEDWGHINctQeI5BojNm8sJJnKQVqlc1DnnkHdocpred06es30eJm1Txvra0iEB/zMGrF3YsaBcylKZUyiKS7z4iHkMtIGa/uBMsnWgdynp/Wlj7lO9ZWYQylNdt+uaSdk9v2xZoXBXNcpd7Jm18Nt9vRwFy+QrBhttzAeVqDVgpCQ25+kL6PFhLGmMIxc9N6UxAke+zklQCzyTHMzl80hBMCP0ZA1sbHsUPYz86gfcKy7gF67DoW9q71jw41f82MHAhpBlFfSHD8KTFqONVxDYOYrAIq/c8SgodmxUk0p5W6xnNWYCA9G8SGdU2ZPyMqc5yt7AuE4EYfij78C1poJq1yK7hnKzEPyXWfhsJa3edLdRvgFx6IRmYvz3OFRcOxg2wga/ou6udHlxRhb6MY1iWVqqspRqhkXk7nu0SAbJ7cpBWlItRYFobHbj7RxtRtPRIvDwDCLfQYL5WjCdQU+0DimfWJlvhTjlXdqm36MjSE3XYbwBCltn8OXa2U1nGOCwXMe4e/R8AJfFQCl7F0kWfFP1se9io5P4Btv6YoEI2r/wiz07y6sdfZAJFmn5tUaKU2YHK+qmrwg12/cXRq20jngWFupW6DHtLf/RtpKCEa5SKUslhBeiKe6DH/83E3BynuxuxpIjMaanoT1kqJDLk21SR481ynT9JgYDX9/SwaN504rY5Gne1LTWsQq5g4OrbqA7CatlPJdi3LguHAp2CBpOrfF+VVVWUyx0mmBa6YrMcbGtEWtDrqOCV9yW1q1Z6T20x8uUBnAQg1zf6LjMis38m1LbDvXqdQmke/uYzSyFdabbpMgmwcY9x5dK/eg0AleQXuuV0Nchpj7CCyNvrAwZGNiNICtSXy8KXW9Yfw9ERmLut1Ms+I5PDgWbE9LGYPR7CulrSuLUy/Tfq0a169dIas9J7A0Vo7EigzdvrO6S/P1BnE/zJmTvmhKJctptIwLh8ZnLj1INzXrquoYyM4VMDaH7D0aOa4EiR7VbZkYk5cb9CzFaAxB1AVyABMxOKjTL06eX2vq0ZmTctPyGmFPCQX8r2dGIeW7anmXOa4LjKJxXW2g7OaTo2WWGDnRcjwmIUPk2fZrPXhfEXU2RDCbKxEL04BvGfPbpBDX6YAYjSDWBaGLUyyWxjnHu/tFOBcpTknoCEPmLK974WKMBWOMEmVN16Mvi3V/GNz0UUdxnRqObWPR8JETsJrCTGscAZ/WMFjwymwoYZcnswOpjjEbGKMxQ5d2ltFQJiG5k/jBZx3ajYc57BPtUaY9GBPpWUlYTGYDkX+vlO6b03AC3/30u6N87aOaKarxyU8baDSffnnJTSrH9cGva9a0bjq0PkcjqRBmPkFndeesbqZY10wqNbRk0VhvInd1UOuBHyvEeUBJc111tOjQFWJoToWx8QEcszH0YMnJ+mQsiTQFqHH3nyeBxBBa2Ru+c58lwpek6GnbSNSvyH/+T9SVxLgCda5TM8p8eOsvGMOEwihIMWzo4eZQwhq72X7w3J0zbb+p1nVYimfxEeui3AyJtRFqDF1M1kfbXrpO05cpObyBchJmBPsgsWiYttcaf1y7f5IWDS+OkbpSDV1K3FwRFRJeJwyYZxtyuWzBUmPbCho+HE2adMh4mMGYgrlgcCYgrmo3IOfQSS1QWjTXouEdcmOzbAWmZM2bw4E8Joqjgvafv6lqk14UbryIrtWmn6BaK8waV+DIyjOPYVpfc9mdeNFRV5XZrM3Y5rpOaZV5iVIkrsDPOBJo93KEeM6iwTBN4m3ZDPNPwTJqEWGddUXs1rBuVG+1BONql+N6p9PuBrFqZmROjA7Crrr3NAyzoAVvNLG8zMkTiPdBMPNjvWmF5jFWjcCiwTGjHqMuyqnc957101rkULlWbQNPMHfv0QgtW75gYuj058Q8sXA5MPusSXARBbMPam0SFzReUWVdbtaIB0DQ1zRGY8jc8+kla90JBpcsWQOUeCmrAZeFzHneufeiPedE16lYJ6jQdYq7R6Oe96xk3LHYrFMFBQK2neuUQSqgMhczKKyzFxQxhVW/oUj3AzjFjVZDgQ9izUAYN5HxUMSqIKa7aybWMmMDJx1FS8jcGiaktxh4Bfymus9BANwQCH2eYr6puT/o0+6QS06nxO8sAxmptNU+kyxmKWT2WR/kxwsMgaDBkU1+95kqo+Fs2+IPeKPdlpjv2GHOWQ/IK4FNPW0f9v7uUu/MrYVLMLlBzAv9jRQecus6kC+UOH7smfqnefvEjL3qrE5rusZk4E3CqovHcUazy1bHvYcfHxB0pcDgas/NVVcKSjWYoXWHXfP62dTbcLeGV7JywAjQsuuUrNDJVXxIyBLwTCYn4Wftx0fR31Q8GJyWSyLjLPQVc2a/ZN9ziFtyQgiiShA2uL0i6W07Jn6MtVN3ViLHy8A/G+e5c8q3BpN2nZhMpjvNe9eZpo7ZgvixzYDGcllltoL32ba3aMyzDhu0GqbAoqFCocCYOUPTdzwzA92QhgoaDdrgQf9AZ9voUl9abb0/e6nZmPJpXX1DN0rK2FBBrY2D6Gg1X/vCzjyZNDy4SjDyIZIBaY0G+y0YQSCoJc771ysbzzqleO1hBPaCq8Zj9rUOmXhieTK0pJT8vSUsoeVveF+9II2mr/n13Ltssc5K4TAbWrBoVN2a0/PdvWMsIGu6jUFwqqJk+G0InTiLuY1x5ZmyjgbduxAwmYo1u13fYhWvb6gQRYfMd52SplV0nxLoM0oh6jpl6p91l7NZiwbDWPpCccoybS4uNOeC7gKrs93vFrQ15VZD107TCPfbEFezIQH52b/p8Cw354QmChPxctiqymOKE3MYQNI9zB9/XanQItaBuuMF9VSArkMLyWbwwP77DUmB7GOrprktyMe2FTSM76YIqWfMQaMVZjpi0ajDDULX6YOOp0U5daaYHvqzf4tz+/scO5G/mXdCypquXU2WVtkbnqEvcJ2y2mcPdX7dUWRucEa7ThMADGomg/G2bZF7DAKGncpBVvPp9l1UqzmizzgtE42PoHnbHfc2a0IQKq76vpSmo9ZKfHzWMHcukDYD6wEV1PwYEJDfKGww+LALGjkYzXsM3Bzxs2ulguD7BtOHv+u11mvZnbSVTPagjcLaQEGDwg8Ilpj5Pm2sXJdIAn2m0xw3qHBET8IzoKvDaPDpOkq63kBObzsqa2HyUhtABSkSCczj3PQNFFJtjEatdODKpLv+kphqlyDTZt+o0jJTqux+1L9CL2i03znulvQVlRpk0chJfhHbL4xF3jg16MrTkHf0Jm9R7/Y1Zz7VyumDuSHUwSVESWKLWCwKFo9t6zrlIMVDRH2nKzYLTFN7aTu7TcH3140uPY1eyIhZNEh2HFeT5t7inG7QbZvV8grPjzXpt1l0aqzU60EaUel9ue+p8MTd/2HcuiRSUj7prqChwsRdORlaci7sgxcI6oEKX9R1iuMlamiXwRm4z6tOkx/eo+FbNNy5mROjYcaLMmhKI+S2tWLXH02LzMFnKPtDnVMNunPduizWqnedmveQzNVGC7ApQyFYKHIkWbpP2O9M/f3FhFE6PUEtxcOmrBSU7PWmxmxI9h/TBkK3i1gabgeBcAne+qfhfOnPd/8MMEWNNcNJyBF5RRNM7bvS9RZAmrUwTwM/CsL+n4KYkadTSHBuZgBpi3M1ymizbcKjt+73iFRqcjdFLHPu0Q9MHIRPD93DJUtL+2P7ea2psVKtBw3OhAxzxjtBVwqoeglMd+4AGx0/0SoWvTaIBcmh1SsW27e3gnWjZJ0ajm1j0fDdkxaRdcq4TnEaGtZvnXOdAu/H6MRngGeScnxyA81DzitHHHB15W2y3d/rRMNs/JkNcyfT1mnu4R4GtG7ueXNZVhRjhtZxp3Hrd83vw25bD/iBDOYsmYkM7i27Q2M0cnPpc5fIrQca2vDxpknQ083l2KHTaAUtdMMsZmXwmeWOeQTQai4zXO+cDEON6pmjkQeh0u0aifa70BdujEZ4yI12W2CaW/fuw1n4GRapL+VGF4NJ1GCtV1W4n5gxiIFzPTExZ26MRstAmQtY12nckvd8GNPEMeL9nw1IwLRn0eQSj7TPu23HrNbsRaxzwDmHNO/6ac6CbIsGInPPvqvr/tj/3n3lMb5NJD5ETzLmnncmS2i06l03ua6mFvluvrFeEQgtdQ4UwmDw4Hz2J3Ocdtqu5GoNhewx9M+xcn3f9sS2ETR8zCNomP3NMHrOJmE0YnW4QdDsEjZgOkcppdDm2+bu5hA2AqAXhCSf61GSsCdk+Jq2wak3O21go1XQHSIfWSvR3SYJgelnGUAvM1Jvgg8JUwyDkoMZKjJeyhEeWHpN2U7z6cynFDJpdBhbP0YDHrPTHXaulrvKjtFIHVhSuuNUnMK6n+40woCJ6W1J2l5qURiMBoMsGvS16F0p9rsIs8zfLpxOVmGe4hQTuUuaU5jE3Cuc3zo/dTZAOmPSupY7xvrr7VMipPf1XHN816hAgLFrugoFjQgJRhvuX9iXTX8EqXEMkjaMuNjPWMUCYaZzF2r3LMZ9aSCtyQNAAY29sK//WlrHbSawPDY4JQ+zMRpkDJua7k1tMPfhmXBjeYwO1QkW1MhlYiiBUedRLqiyTWXyMQXbF8V1iiCubXQ/9qbYCasl4w46yaIh0eFoVdFvnEPg+Hma+hjNiA+Z+WLKV60mlL0ckH5k/L2pwGcuxHOe59ykKgWQQ8Eyj5lB4sGBkuHD3GhlL48bpVHWKmvjnwnWEu7gNak1OZpc+oQ6YpovANC8AHO4qdOuIFohevrY9KBkbrJBCoqtpnXx4ZmGIGiWHLz+nR9aq04BHjqAtwJK2/4iXKfspW7+wia0xGC0g7Omi12RitM9g9ElifMBRhvr3qPBwQi6KQwJol/3577OuPcCTApvJcxJQLxYz4GjjCGWLNIfxqpq7h2xwh/Tt75SKyc9qmR5mUfQAMCv8xFaG7oe6BrUjWdxIwK+UbStN3W/pv0zQvt/eBCt7eH54gRJI+EWmHm22vuVIsV9Yd0X2HTlK9T4OM9kcoQKaGqgopmmIhkZDU0OOamjSxC814WU9NsBxXVqOLalRcMsYIk/zA2WnmkmCNqAdZ3qc8W3X7T/VapJBPF2l/LkjpanbRsMTsufYFbXPObTjxfhYJiI3uXKP5AF8kbO2qCHyRc1GmKR18E5R+fLejd/Uhpuo+EddI8GKvdmcO9ZX9ttLRqJejmXkPQDjAtUE97kbiwaRoDLCljukkmtN5U4950geq+6WRMP0PYZSitrG2Wq5+7Btm+YDy27Nrj0yr+ppt0vYm4r2v7PrZD2JxV4B4MKWN4rs8HgcyKmH+bca0YFmJpnqQWrcyfh3sN3SeL2M2NBpnTRZ4DeKmFS0YrB4Jq4VZE5WKGP6fJpaKhGnNKpgSPNQN3g2LHUIYPMuuEwFmJLuyneaKvgat3MEvNXYG5tE9xvnHWl6vYI8kBWjAYBq0NJBIM7d4VwdHmuU2YfZOmKdIRWZq7Tz2H8SK6rHKswozIj+Tvp5hhpUrJ4b0ehZbtgWwoaAJnUA90hHE0VFKt90kqhmbiMqLlIZxDjT30klbwZxuBrRZJ+r6RtliTBJeFwps9mT1cvXIibbAUnq5FDgyDwJPkUc3AzzAMHe58DeYZjYHJz2KeKBYGgAoxG2QglwSbNWoLMT/mesq2Ln1uXzyjIFo1IvR19ybSOTPtAy1gGmV6IdSTQypufTIC3B8mdApWC8rW0I9wE2vgA/l0r6FYjn3nQjnFPjGFGgqn9+TdYQA3a5oOkuS+Sft8CgzljGBffm9WUTe1T4vsag5cJuq1aS5hVNgmuU4CJJ4orUMzPZl2L92hE6JcUH4M9/nz5IvG8In/oTgEQ7DHd+TfTCkcENyG+0jRYXYTqFQVGgUWtdT6GeAsYZp4XeFT0LhpN6OpjLELFiOnzVNYpk4jDUaTQR+a6R0NQwKhO2UStNtyRojWqEpVRgG3uOkWZM+nCNq2VuNEajbI9ZCgvUinmu3ZDWVFtdgkVqdvCbGid8BKFtzGYQ7BhT13xsaB9q+lowLteocsYQ5leDdm9g3AFDZTtP909oOxh3j9SqYYwi/mMfS6CQ9rjXNrA5DhzLPUjd4EhhzawtGU07AZNmBvArWNNT6z/d5bgPIBp1J220rwzfY6mt+XckYz1RzzjGg3tu04BAYPTaPBq8Y5hEQUyzwJBmYKosM4Jr53rVG7wI0eL+Tc72Jn4LLV3Krh922g13/z3hC+KgBlLbTk6nB9+fVkkKeBIw2SyMWQkXtex8lBmzkN0HLt+YS3aZg2bj1W7BxkL5HpTYVI1fdGuihna2BPHUJVgattzhaipycubeb0Z2XmqhOyrtIIO9s3uZnAEXwOqczU254Qg0LWVI195JFTGZTIWLRq1St+jEXE5pJhFlGeApyjrhI2URYNr0wgpzrYytN8SkN51XVeYZCrrcjIyNtTLY8lRXKeGY9taNOg9GmPulTCTbQb+8raAp+gYssOzSfesKZh/e6au8m76peSs6dr1zTTMkwDqk8xrecO2tFLWnchBoltNW6b/HK18hBnSi7pHw0OKeaPZS3wm1z5rvh5iffKKSgx0mwWk/81xncqYQrR7Y25fdBy4pAmB+wanoU1lnep+TmUBglBP08h+7IAXXKnIf1W43pXmrTxWgJIuIcuF1lZYifc7/33TWRmMC0QboD+cnqg7CtGgBjFdFOTzvLfj+vtmG+A/7kiiLn4mHoDTKq9Tiw2zv3AWDXtHDeNtZxIyzGwZV/BquuDnlEXDeRfBoqF0JGh4Hs01AKhKVLal4Mxp4yLIuF3pqj0vk2se8lyVzjBlziszdb2EANaioevAlci4HAFAnSHB5Yyf2ZeVcUGjRxsZQkMnFe5psplY+KCZ505YU+Va3+MvMp6rX59nrW4Bxrhgsdg2goa/8YmTfaCqaE3XWJsxN4NzGaIqT6uZ0gRobQ8+anLNXeDGtSvLdcohVC5ktHV90F77j28Oz91KGk0tGm7czKJjNIBweI21pla9NtKHcS0xm3dwUOb6o9Ig/0j54OJD5qH24OzHNuq3z/oWuNVzPyihwHrj3lugKwBVz1w0nvaXrd5cPhnT/EXqaXx3JgIFzqJhNIPK2fXEs1Zr0Nht/m6AVCWkqNY9TWKfJ6tpx13oM06IEV3xPG11fxO860OvkblnCHDcKxLvxyorstrwXKeUvEfYfSpGi2LeubPw9XEW7SZoMgytz8KYIFPHepNOB02bCeIYCC2+22KsT2eo2N9zsqdZBjn4wXXVVH5HSbFTnUvPmq6j7l/zIAi6rs1e1J+bgUXLKBtzXacEBViYgjpu0bDFVZ5Fw8ARBlX3jkTxpuueNq0wTOHlQUwGUakwqQI9t8nffnrbmbdXboV7Mwrmx7Z2nRp0gjILonedUvDvmQo0/8YXk9nokj7znQYntJKkV2nygirRVYHfEDiLBtAegIEGMaN7jaDBBeebIGMfugrT244SPmLdpxEEhFKtr4/kq2ZuqCYmRNSsKbdszKLhzCuOeWIQ+NQ3ALwptEaCwbXA1PkWDX+O03mjrADGvIQgbOjEYW4Pbk/IYj0ndK/JdJjvqkvCoDPuwEihq2OlmqXL0jH2mO8GKn1HSQYtktZ+jFtArLgfn8DSYsoyt71n0+ClM5amxrpOj2PAOxshg1GCmPTcM39MjMUDVZAcIRUPMNPkAjc6f3Wo0MmCIAgPvn+Fi+NTYdKQ/gI98rW5GVxXgXLBfd61CAXtSeD2CHIzuHlVyX1xUOhkyqKB+L07TQ3LxRtFYqBwMVYNSRGje57Ct2gsxGXK/CsIK0dmdejKrVSYOdL+FmtkDkKPAorr1HBsG4uGD+sSMscYzdBezMNpGBsmjkBXrR9yE9mE3AdAXHG6DUqAz1Qa+hx/elOt/85CH/gmZqV1OGO6jZJadbR3KJMKnI8265QRYnw3HYGufqP26xceoF8LfV5BR+PmtO5jNGad33yun3yum0sbCNoHEsYyo7XWKjUszWDmuLcVdv94DJTSOjj8fIGQahFlWnrG1q1M9/EUCYuGmL1GM+5dnVXDuEP5zGab3tanEUAFqCZ/DCWojqaYUiFog2SdmmnVW92YuJmhoJZS+iWdUzlxRT7o+8VS0wbB9apj2BP9zLmZtsHg7r7BZZ3iLuxj90KGBD+ero3RaAWJGSr3XhfVz2Hjr5+0aHQ/t5m3QosGFczp+3D1zM13dPWOEqx1y2QHblid8NdaNEJrTe2fX7H3UO6/xoKqSL9DkfPSKIig5Pi6euA9GgnhmrYTyGe1P1fh9gktGyNEEUHD7JkVoKvwqeAC2KFzxCvvWEoXJCjM4clVsOTYtoJGlHGILUKj+UTvOx0cXlWvTaF16jrMPx3s5b5Wv0ttqxV/YZ9TllmowWVR5iwM7gxgtFVcG8JBHLg9aDjuAz6DYJUZxBWk1Ty5BzLXnq68rzI3TVby14LMQgPWteq1mojEFSQO5qgbtTk0kXAfIT+1aTBpIH0c1IUoBnqA6KYdRErSmie8tuZ65VfSkivNo64LY65TAKDMPRr+HPBcp5TWTmzBesMzagGTFxFmrAClCYM3gotTuhVWgnnj8zUZY2i0aSnBh/5s+6Uiew4v07RZ4Hy3nYQAHqdXtnIGFxGO4ZAt3eQr1Y+zv8+l3HZ8GdmJVyHrwOzvxh3Hv0fDcXdqasfXXtetQCat8yP0klVvTgRuuguA1O2276R5qb1yANCE42pjy1R350nTbeyxeZX6gYnRCIqaIdEk65Rk0UhxQlTQTExTE5fjPt4TaAQDY+XRFb8P0mxwEs269i/sI/2qEPTTYIUJd2QqBApMyQMCCNdgzGpZXKmOTWxr1yk7p1NrT5j8xnWKc2XgMl7oyvOx7Q6vrCA8lbEZmmqpdoxq+xawiEPXqbbutRlzq2/GrmG0+F1lDpFyjMYcWXc0rxV1ND6Cq47RJPubtWp47Z/JHKW7cc4ZAN9VxgbEMHO0ZUhcBpiVI7wDsobO7z9mbs+aCnVlJAlmTmRZNLq6XK6ub8MIXMR1y2cAY0KKcxcJYZYldzzXfaNTJhjGvOnamofH04QmQk+fxrJi+8xYM5yqmLtNDCoVt8z5KbfbtnvBxb9xPTCymHHz7nuRMMSsvz5rrb10bgbrQYBj5VFKtP72AoHEXSNg0IxlLbRoaJshKjgDiOJgvduDuWx6HIw7Vl9Xu/6VDmM0KFgLBP0qsea5e5OS8MqpjqEPg8Hb/9aaCdZm8jv4zLziXGeFCU51e4YJb+AqEqSEDLnpbVXTjZ+vECTzqZ2v7TtyXd7UKhA8Atc7pt6QGPTuU+QI9R8Zks7cbRwib5RSEBnkJrrZSgg8L44ylokWCdvWopF078jQ/M7QXswzYzZOjiHXlWoZ8kwVvPLSybKHZ6KqNT8YlCvPfGeVWT6j4V8I1GlmfGZIDCQjMMHMvUXDpEU1tnuw42CEOO4GWqdcUoD0aHY0c54FRivLdI/OuJHB3BtXDDHdsiNE9trn2MV+bdsYZi7X/X++tWRtFmbR0aoXmBsoPi2toQM9E588sDTCgFO0jGUsO5ej+TVLXfXt+uXdPwyNsBaNmPYuC52VJSerjf9aJgtRhdZqk8zoRWDcl4Jm/XVtBZ5+TNpbkOdjFJJ7Hal+Fgnwj2EG5QjEhs8L1qjWoYuKFQhUcOdKQGcgaPQ3XfuChhXIdBW6TjH7uGUUdZeZSTPSNSIWjaRGPvE7V2Vk7GnCBz/rVJ/Viwq1bZ+1MUYZe+fQacAy9ORnb7/krOScuxfbVCLAukHErRPe+Hexl34yAevuFXGT1Kqty43RaMuO8tsfMEd8q/a88kTMzbJg62PbCBr04pje/YD8PvBANYuMtWgo/jBBYNFQfVo+Ab2mwjWRxm8Sb/8xOdwDDWUsvS2EA8RE1Lnk27bWZjW58TzCwHNtGkuB973va+q4v0TqjGlwwqxT3TORndKPqeFcPKLvGNmQKTNktPjiBu4Jb0bQBfK0GqMC5hsV0hy5nKxvTKZH6Z6WWVORG9m9KtC5TnHVN5Fc9Tp0nXJ8mBk3QT69bVtW6ZFuPbai9qZ5SaiygejCFAqYhoHB4H3gvumE7gemmsYPyE7oYyhyNKdSXVrNGwzuMfrC1EgJtpz+yVjorOIHVNnRpa/1hG/6Gtpb00lGVVf8/NWyL38UzkEnlMnITpQ1D6R1WfUX1mant2UVYOEiseOjXMHYzgFCuEjbHMHgwcWhnkWKi9W086hTfkh7viOgMsKRsdz0F0m6dc8Ltg6lHMvnENZphjn30oItiW3rOmXP2oTqPbaYTL5sKRjcYdQ7jY7RSCXdmYzGSPWbRw6j6K9hP4d79jku0CW6UnTaSOpbnLOfaJhUpa39l8au6Ar2YHRcPuq0wWnoXlarJjioggBn4jrFaYyibdJpFtGIt8KG517HwLjF9RaNSNsGkraWqbs3nVApQAFaOxpao1WjDExWeltr0ZAJaq1I4OtK3CWx3lRYqWeWRutm0NFaKd3dpSNxvrqff5ph9hOna80IMzOtogKtdZMzTTQ6cE8yLnzzBk4GDHX3wWeS5uUJYppVjkEbpImlbmdUxlGtewontMTcdsyzooWXc53qrE3+vmeG36SqdfQFEaa2vZtJdgvMdVnpGwu/SgqE3fpNjoRupZ/KmbNgXaeMlWlG3MxYpwLBuuhAhcKaU9ysd2MU6nRkrUWjBrAWVDnkZvDUPtquIc93msoRJAUtTL8w89JJjS7QEVo0FHRFA+vnUZB0/zB1zJreLTvWwrF4Mzh3j9bRxDLRImHbWDRYjDmsyZi2F+oQ3326mTAaIl21zEZ/uVP7fU6MRsvQ9cwAwOwh3q5tb6WlQg0zJ80hkINeS+R+b/yrHXgbspPuUPd3fNiDx3PTkWM0ZAvCopQlve98u6lowDK35rC3h6mOWzSG+FCaBAMhQV1d5CejHWyFtPARM6+sfDOwbwxz5dM/Y1yn+ixSvfUny+qWDAbnv/eDwdu2+3k+8zTCvTWMWwD8RV0mQ5Vq0nSmXOlUQ9xepHEQLA0mPaqNI+L6JHKzF38HiMcIEkHDCWyOMFUpwSBIbUv2H66//HklgX1VxnWKfda6hYF/NxVhgAn9Zg8ybjJ65j5g5fSuP3Pv0QC6da35+bueEpTmgJ+ZyOxvUZk6MEMLa0H1Fg2OqXaq8MfFVwAJCISbutOeG6VIJ0RL1sskzH5oytL054Rg46IleSpYly4z1zpBg+MDYqmse4sGnHk5lO/kzqc+gxr/zLrvAq5hzwA/WyBXBdfmVog1KBiH7SdokAOg18r62sp0NYZRXtc1c8gQUyxhEHXN+NjGeDFyYd8g8y4hx88GlSVUdPs6q/nyN7KOPsqIxdKSBk1p1efA95/pXFe0t2H//9n7dx9Llq4vEP6tyMxd3ee58s6ITwLxekgICSFcDMSMhzHGeIwD/wNCAgOEg8DDw8LhL0B4GBiIkUYCCemdETPejDAwGI345nuf55zTXbX3zlifEbEiVqxYkZl7V3Wf6lO1pO6qyktEZFzW/RInp44GKTWivd5cUENXWso9LZ9Gglta+Lsgf59oMy9xquPpNOn1VxEk9fi2mft6z6vc20C+7bkudf7oxuoUmYYuT/adlhF1mN+8lzoaFMcmeOLKkFmGchQMDudyYSji89c8uU7ttOFZTWFqMCjL2s2KLIeptl2PrHX3wq6VQn/bHTEaxKloXuNORj3jKMaiPbcdy+SW+Te8brHISQxGdybqw6MYDS+Vt9SHaYW9qtDo6sOUQX996NxOs1B+5Z5pFob6GpOb2RBYPe9lllKMfoPrRLFR6K2qDK6UJaOsY2w9EBR0tYXC9pRftXuYo3DhqS/Y16cRl4cHHbESNJwYDWn7ueB1z3SH9VGBl5WsNn5Xk+/wyuHtuk7dYaK3ELOPvBec2QkFornQzyripXFq53IlafBuzHojvr53uU55IO4k+pIIbl5wrteXc61YNGKrShwu0YZFYwv21ryhax7Tm2mn50teaJon7OT/jow58r5Wl6kyJGUce4z9gPnafgmu61JcFeNEAE/cTN4RQVPvm+DkfRdi5Ml/TASsg+w2GVazj4SB9AQNYj9GR54lx6rTvL9hTUgNpX9xr+hfdkWxEJkaBcktMRojS4v+nBpbldZj3cIXL5h/0saCFBfKZ4LgSk8Qtdr07hHibn/I5WZpQnpMajPwanZQbiJl52qLLG4xtUAVXtoB+OOv98mtBUPAODHDBrixg4EKohudB1LCYnmCUZRbJZvc7gCOj3XkqlnopVinMY7rkmctHnDre27JSdlFa+WAQH5xTlZ1oAQve+7X65ZrpxpLVWpSZ9E4ks58BFtHPRo+ZgRd/Y6fATxHyPoS8JrGMoK3Z9HIMPQjv2HN1mw2x9pjd576piS7hGUm5TB2B1v/7VUGHwAXIpd8Uj0CuN9I+6fOQtXsa0UANWEnTwttQLSFRVAzL4zMwF0xxOeeM+YmDZ9dh5VzNqxB0Lo7DkquLrcigdX6f9rONIOoGJKjMRoctpG/uAOWfh3teYyhcV9x9+WuRYMA4p7AqoZL0iPv23gjvS1Tz5DJFrPCVv45DgZHTW/7DKDIda289JqNYOTchyootiP49G07GkQlfOVO0w81r+UMP+N8ee6UI+anC0S/qSPTx9B1SjaCf5/tvMij3OI0HaPR0ABjQRPrhC4Ou4fHi6um9JvbI07npbrC8qbL3GE4EAjuAsv41BiGMRo5u1JMHgAs8yRD6AjORr+EXlkAR0FXBA2qAsDgHN8Uo+HQJWt1HAmKzbjk7wDwyEV045yLkNHQyQBw4Ga/aUuzzZ52L1g3xxfUP7zDzxDejKDh5xin40TUHHjRWlzi5DJVJrlU9cXUCOjAoS+aWIug3If7S032i+yKtecqJulEJ8831u6YPLbOHJ59FVymQpesyBraFJiLnG9e+vIn51bLjgXNVLax35p7Hmvpo1NtfTfr1MG9FjkJbBPYda2oz6UaLsO6AE1AjP/ILnC2KBj3prhSY9EQFzc9tl1FljBisW27A9u/uj7UqrLREGqXiiw8NIwNq+cUpGDwtO73ZFjRz1O2Fmy66LGZAuaujgQDm25pwfr4NIPZYFrK3jZa1PIB7fPJzW8ztD09d4Pg4MbdHCBRK7euejxSyrCDp8z9oZBiFFPyTMmiFPvHy/hM8P6WoBEZ7bk2sFql1gb0CQy2n7erqV2RNt/TweCMLoFB6ZuyELVVRyP/vFtJqxUiE7r4tZWpi8diIiBsx0pyOce9Vd+Cdsv2pjDqmIrcdzMnii8o+yY/n2ogqWtbrlMHoKF/Hv71FA10u5tjsWDDusumH0dq8rzDtwtv2nWKDRK4FbdJMSZX0PBypTu+mOCNzAxa60MYFqHqIL/jpkvdSzVbtGWDIXWm2fyTq9vDLbxYZDQWjYbPMgysTuHX8UwHF2/kD7rFAJaih3mcNkbhrroKbj9Usth4Y2wCEYE2X/sRC/UtuFwIZXTW04vRCIOCX641on7HVk0ItgKL0rwmK4PmKloCtioNcxH0JXbK0eB6igjZf2SFmoPeAHY+dusHDLZR2g/KDeNGb4RhcgF9WRibPK+kBIxdfmKgULDxJS4IU0UAr/7zhxgaa9EQJtM+tpea2emKmbp4ZM5WVTmzHQ0gAJRirhorxEhhpAUTHaMB5PnFsT00+AYNXuKDrjAet8kuXBic7SZxgVzODHFxNdYSuDf+kQtbHMyfoeWcmfAyzkwHR3VIDtNWVFwyvO9ZNDSYOAoO6OI8a2Mb4whAnBikqoF3lpnn8O/agketMq3Z04CvJEISjG4qHfANWEbeC/bdDm9WjGwsznSDL6EhCNcYQE7GkULjCkKhksZOa0d3z6AQekfTdkTjtLIJRBw971VL7pzzefh+NExCCcK145VxZAKtYx9cptrRqLB1nXoBkGrZ5ROshlK0+6iChh5W2FiLog0TXoPRMrsND2sz9fhaSWFwdisdq/f0jB1B/sQAnFSqvLaI1tY7OWLR0MHgZS3lHcMAu0PdygTVWTRqm13WqeGGzs9S+t3N/nJwD5LU0djTRg/GUrJOgUuMhkfkresIoOIvmn76rkpiDHayTpVx3E4urJBQNZt+xfN73DEiQnVrpPrPg5GLSjM+790iECllB6qbDJmxl+/MFsrGorHB1EowvgjRZCyhQ4Z02ODLKUJaq2W97qW3BdC7txJ8V2MPNh5xE39wj9NswT5m6hIyyNzcZCXfGX6ztz0jrVg0ZK8GuMrKlfskA3YcPJmxB9Q9+gX5z62CqemBI42YP78BIeMd7oM3K2jwBjXqeLvBAShZf7yA1YFFQ0z3uslRteBymZQ2FvvuCJrINcHgDvOvn68XnG+OlcB2ZqBASRvZSRabw1Rtq/HpwSgGtqmjEQaCxpFsQsLT7lhuLGjXqWdl5jH92Yqoxef7AFxMdhOg/dbJdnbQrK6Z2OI6pd9TQiVnYte4mcmNrT4kFeKuRUOks/YeRRovHZt21VHvrGQZJsTSR9laof69lWbyCFAEWCqDm6a6ddLMvWXGmSAxpl4sR/tw+3snXHi4oLOAmgc2mPhnw3qHplC+0bVo9G0VF5XR1Mn3eThRu3yq4OY1hmpwkrNSBL1cCdsRzEc4pLTZjCsJq1tuR3fBwCoB7CsjyOJrYJgKWtzZVqYiaNhz2CSRuGEbiMWpeS8z8LomUEql7s8fT8eVjZ57ko3R0HPQxasYV6dksBxJxhv4MVuSeaq4QK4VuDMYvHGN1SACkmd91OltN+BbqPvwDi8Lb9J1qhTq2sKjOwdUXIWu3Fs0hNA1zDEBPBm/e9GSbfWjEedA6zI611L4qfP1f845V8xXw3ToOZC5VX15SLysg3adatTuA2Yo3PcJW8LBtusUNRYNjznejtGQh7YXe0XoayZIE46WKlk1RKrcYA5FQOqIxkGrhoXYu7iBqPFxprg9J57rlNa8powrIuh4Y0hWi9GKiua3SUog2kNHkTBynQKlvfxs8zSz30aj6vZflX0re/TWRC5dPJE5m9qPnc238oalTvuiH+rbCqxA+817WtIBrBwaF7/GoqwgMer627wzgWaMa/5GkrEqgTUU1ylyaUD5LGvt8JRQ0m62kGhFSGMJHgm8RIesvA1zbx7v6mgMNqSulQNYi0bOBtck18hxDcRDxVwHMszOAqnuUXvdq6OhXwPGRTPtmnjbWhJT7OmB1hi2C5EqwaDgpI16QSNNPwfOgkqrhANx0gs+l59nDFXRR62Pu8Uhv0F4zzp1O7wZi4YfDL4v8OugLgsrQhsI2Gjdey1lsmj0xHQYhJaDSIRw8nSDBlPGyNRmCDq6JzeYr6YNJWg0BbqOuj1ogc+aUjeCwd3Ks3o8A+hiNIx1vz4nWsfqmiTa9Q7RvKDJ1wb/dqCmVzRnh5mzW31lmdClt40AWc2z2ZdRaxgz9HU75OHtsY/oFK09AS4pca3mVzOPIih78SQGatapDQbvCMSkjY5rZXIOncNcI0LvtyM1SoZAG5XJxUIVaypWz/1xC4plhqAEl7EwomMomJLCYStl8RaQtWCNXGH2sqHl970bzZbJVtVrDty2+1RblaNN272X3hahs6C5Ch1vmLbdF8RNh2BU3ybTsCtnN7fRAZB9Exw33a1vMQIZoPZAvhy5ZqOz83RTLPKOZVhbTly2owkGT+259YoQht9cFH0T7xbsO1IQuGu7uWD3IhXrI/NtZGV1LWhfe5O+w9eGNyNoWNAm1XshVfl2LBoYaK1s0NeB/pMZn4Ztbo8v+BYNIGk9hkEFA+Rho+dze0xpoF1hoyMaNiSmUafe04GoXuCujdGw03gzo8LcIuNiAcjMXbG85OsOUQjUE0ZhvMR6Nlxtrf2087jxKSk7zTHBTmt5h8kHvKF5j+r08NQzBYfqaCiLxmheypw7bVEcBMaK8GhdafK/aN28lFa2Y1SyRYP4+VojithkcqMOojGPdX3H47S5q84NVK1ws2b5uhI0ZCz3fnqXqnkP7lR+poJ9FSdw3pNu38rSlX5R94R5o3r2ATU3es7FdSoL+yJ8V7c7zvdDzuRVt9121ilqXXz0WjF2BQ0XzGaxwuYosFnm052r9GJXg0YSJ0wUW8Vb/oZrbGM03L1l9mZfnNW5WO6pPSAKkKw0YQxwRsaNghd3lY9hW1nQWJrhCUCtdosDN3PiJSxhMydpHPWfvtZka3xGHY3Srwc269RGmmX7/VuW0BcOvXyHVwJv0nUKaGnGTYS0aKqSxiEFg5u2lUatKPiF0csFsXQmk5F5sTl0hONaF/U9WtCo7k6exkmpIQdtAQkpEveEgjaCwUVWaKz2DCcY3CAgT6slY9jDSCN1LDs+8UiMZpslyBAHVPz9LO32Doj7VBEGMoPCaD9JBJKiORtpQDWotd9KTNpUQnYYfbLByB7tHhnpLLOln0t+O107bjhO/6hqBy0zAzQWDTs3o61U/J2fa9HIgyhtDJoi3og7AUrK45cgxqUJGYtYNPh58ShdQK61UGw0bQOq+wc2bllcOchMtCvMEPz9zHlPq/2bsk4lN5kmfkMJZxEEjqEKDIBvqVXfduWpWYMGXevEGS/JlIX00ZoWeQobcvzwm3ThJvtbVWxRjplI9NJajo7GR5AtwIFEi7X7Y8ExU5p/Ta9Ge/sWJV5n1Uc7H41AU4Q0JXRlC4QIDxzQ8RDl8a2zKF4OKuuUFJIEBjRg63yZJWjcTrtnt3GEjP+oNSWO/KRfIbxnnbod3qxFY1Pr6mhuPBCLgVu9OHiVVdFrpLZMo3ksomHrs0757wpEJCJo8/BvvqNcn7x6E52wI00rRGlzf+8BjbTyQpALscqPTaW8QT+OG0AEvfbi4GG9X3IFY53+cbP7zBSQet4D0Wa6qREd4uFlN/EEsOHaHQAvGJvWusbJ9J+IXVMYaoO+kLaMbQaDb2i4Rpmgyn01L0obOJqDQhDlc5lLfZAmToTRSzg75oXEpCatZaNU6NpBh2tE+1ddp3qmpOtvdCO0D7loTbu1FOm2b/xIBfv03Ah3mg1NcIPB9/Lri7WpC9QOvguPZ33W4Bm6C63QeoiJEUgF/tr9Tu37DSM61etd/8hxIRYnUt5HN1o0Gt3JzqtF+bB17gZtl/Y51Q3prSbpnxvT6LW5ERvku7ZZ7YGil1kpEZkQ1+C7BO+5Jed2jsRoJIvUBl7TFogsFHtzsmor52A4mNqxS4zGi8FAYdWkEz+4X97h7cK7oGFBHSw3NaSBlf1Unh3ioqzJagqU7RzQqPLT0wFkyGTGn4PBzTg66ASrUfsS1Nd2CUrBkF5F600FCpOxaKi+Gcn335GmmqxTmpAeqXA7+LYJsS/Yl6FWBu9utaAYWoF4o+9J449vtHEamAmXOPWasy04QA1qnANVDbAZgxejYa1ke11Vi0bDkTkPpn/NEAh9IUHTd+ezT/onNUJiiUeyDGbe66StEXdCcp3aech+vsQJmYF1dT0ASN5Wj4lyXacUNAyNtSo4e7od4m3z0npb9N/lZoo64mZxsDJ4+b6CnyyDyj6TK7jaCKySvKET/vJzKUUpmn3u0YZmiFqIY2o+1DKkZRuTn974OXDUBdWmt3UFqHyWPA8AF/bGH/p5sGdYCxpAL/A145tS9kf7zVMxD+i+t8e3xmAsUkbomhThzzhpaNDZOl85ELwJeg8A6eDwO12n9pQItG5bX5/T9jv8/ODNuE65JjyFxPdr3JpXmUoawj7jCPkxGhOyJqClgtaVpyMYVDUfgOOOYPvxiLmOezhwzofNDwg4rTbDzH4fABoG3jLVNEhv2xWH+xqgxqmz48iI+2BnZ5IPjHlF2GbezNoWgubGjVhbOIZrbyt7FwuJcZ0i5p4oGleQJi3tAMon8og5TqZ065JSxrH2dRgKQ85oLWzqu1PBPjuY8RhTkPLzBQ2Jf9jct4NbOuuUzC0Dh87xsPaFzIkW7PNPmxr4OXCLINLhkBugrQyOYSKJXSaXLP5UQb3GakLEWdgnBB1npvpPrlMmccFOHY2rUz9BrAWHmPS+0TteOoDTjJUHSPO0xoCJYvt4Fv7cVLS2zdE9fV8NR5SGmoYneslN7F9kGtZRucl1yhlbyrSV+mGNlz3diRYMCMndabSu5n2N08Wa3Gedul0BMOrbs/AB6FylU9/pb73dpD4V4JO/b9ES8qz09l8A3l2nXjHcjHud58Vs7iEJq7XijGhFKLHm+E2XF2EKHIvG1mfUQMSK9Lo9udGAV99jiHi0JrQQC//95m8mEwyuNEGjGI0jZm4HXP/2/HfnIxxRTodUBqcNpn673ypEuYi1uBzlDENQ6W3N8zIf8lyTIWgPdCKmLdeE0pmvaUuuUyLAAjS1bUXNlI2Y+EyUqIzf2SsiaHguMJb5t7EdqjK4aKjlDHrg+YjLs94YbkXtFHkofJUhOd9ZgoPzYBoLoLTt7qn6aynGR3WvdOeY695u3HbIr/p9BGx2ttEeJc64cac2yghWKPdVUczYyuCUheSNNLRAK5SWa3mymj2q0tvGDdeplUPKgKbmgUOvOddroV2nyjGV43bAdWorhe1h0O8NzqZA8y3R6VLoDnF2nVL3PPwO5H03GNrB7VizTlUaOKpDcotbqRejAaB8S2SkuBznXvFMkH2WhdKOh7AKAA8CJ55gQpkvVjEa5bHncPMeDZe4tTsUi7sRG9+g4PEO+/CGBQ11SI643Mh76uCt6AMB0zPIQVmtiRSTQ+h4JxBOaL4gqCOgidYaWjoxFB7IXLAP5R/GHD0y/Y5isdM9LhahhvnnzJSLBmSUw9upDH6XUN/wDXFT89Jo75xvPVRp+4gGOhdZ7MbovCva1OY5D4rAmn4Z7bc2GF795Hbf6xgNIFueqK39sTsdQqz1UDyhZpTedlRfw3tPM9Wh3et6/3UK2xy0ecjtaQuYUdzQBtC6K21P3j2p6XfXQ6/3QYvGEddSEYhr3FYdiOcSdlhTaDXpjeWr+ucH4ubZEZO7yj4YCKNkzkHjOhXHrlP5oXa8A2tLeZxDswbaTXR37RuB31+fUappOb+iFNm18nPfnrhOedZUDqgeAEbrvfUdtr/RWBrliVLMlenLAlw/NjpEWws5N+tni65qFy1i7tmLJr0tNQrIfDG1y2FsGc7COSZux67dijMf8iJg9oy2aAzpJfxEN6Mz/i1o5t/hPniTgkaJDTjAt4+ytknBvsaioXGFZ30I3ARR7R6roglC4oJ2CJT9nghj0cid3nSeSbXLnMagMEtRbHtuD0Y7OMwUNdB+j7TunUbwlu+xfQwYwE7Drt14eJDvv9MkxfK8C8Ql2FUzLrsIV9Lucspoo+OENrNx3XjaacDY2BiN4LhOpXSj47bL61tBk0Bqx/ukDXcmGzSrXWk4+HuqYaq4XCwuK3tWrGHQstD8PKatLCzed4owHpHelXiAZ6eet2fLCPv1ObTPddr+/lpzf3DdZYIH/v17kBhzdSEzmR5DU5UaozOJTtjgjCMaOTxnvouZee3OSWbyUmKE/E8a2GBqO9cpq2i4U+DddFcC3MN6qNiaI/B5gdBMVOZj0/1rb5ycx+rEhPUF+6qAllynMJw/no5nSPJqVTT3mRA3LE82RiPV0Rg9nH+6fkei5KlneSsj44jB30pBPTwm5qx6FumjQLyf9OE1AQMlQeKr+Hfj+P/n//l/xv/wP/wP+FN/6k+BiPAv/+W//AKz1MK3s7ovDCU3unfP8suD51YJBPSQhGW+MqJtNRcZQW6m6FFjMgRqyFTmd1IgYpvedo+OS7E1YvYrqA6yTiVBQ7l3HNz9OkbD+nNQiD5Cnzbo0IAp2qsdkQIB/XtSGbw04THfeypjxrbFBChZpCJT1fLpZxVTVxgS665WBuT/vWXy1920MRp6z3ImMvVdCtE8MjgTug/lllTnhbsxjiwXW8HgneZXCeviThGIm4xdnZWHs+9zoJQxyhM0buCJUxvyxwjxmL+zlsOt7H0DFEZCmhkJB+Ie2BTsO9jZCygjj8RodMyv3qdqLG6MBsO3PGgLlxWs5DHZU4WhS3tIqngXxovb/lOND4MPJ1lXM44MkanNTqjwxpBJ37LKP8cC1iva6zPStfq4UkcDLcMr7karEjQ2l/qGTe7Rm+RVoGI0BAYCgLdfRi6DjUdefk3v25XrGeosLYCpc5EED1qNZUh+3cxexcltVbmu6qxTw/kdTa0nLAzoRbI+Dof2Dq8YfvzxR/zFv/gX8U//6T/9an2+mWBwD4g3ioUdIJxS9TV42ixTlAcAkH0xG1eCjcOqGS9yBI0jINU7u7HY8XYvjgZV56ZaW1CzTnlYGD6jL5alGgze4rpOUy79Tr2Pc2pgpH5pEfimpq4wY4ljqAHGepw3BoPtLVvDZGynDeXmWRXceGQ8W/5sbme+ps0yOyG7TnVdbbQLJWi099SLGwKLV627LSCVi/DJJytCPIw5sBrRzBy5boG3QMqtCVp7K1jzpyg/zPBqMDin24M5EYZPM3hbmkImAhOXwHsgC0OjGg47YM+VKGLaPu0gpCP09VkOwoo29kpcVz3YjXEgBjuuMI3rJFL7hBy/teE6FZ13adOiIVYQuZDWQP4MTWG3th0XJz6DGdxyBx3hqJFFA5nxH6WDL3tXBMdCW0KHt9yu2Rmvcp0q7kz2ZXnlaDC45Nze2EbiojUEnY4271VPgIwI27gmJNwbJwauqT/O12oMnd3L5o8jtMlBAiJQ7ikVJ/QKvJJgYafrd/gy8Nf+2l/DX/trf+2r9vlmBI1azCcfyFsJGrcZXCJTIqQxYFr79jpikhFtg2QzztqK0RBmnmmbQHXvIBFgtu4IhKH2yyJqjyFPmp8e6bufcGCKmYFQgqzVqwxMU/SZQnIEjXsCVhWS7NLbqjabqs1mnKmdgeDTPHNsSFc2dqSRuZtF0Mja50F2pkajp5ivMt4dSbsJspVflTWBKa1Tal5p4PemQ9obEORVhHHL4DVj8Nu2ml/NX3Qa63wGh9a7XBl8L7h9D0ZuaPYZC5FzRWOZb2FCmQ5Tas8iMtLcQzO5ZeBOm44Q4cEWnu3GtfZaUuv/PoLOgjWoDC77ovjt20eU8qQBsw/FLUeySoUNdyCK1FrpdmM0HIY4y4F3ZZ3SbWxAdfWUv1vmP/2hGjHPARi6v8l+6wSNkeJrgE+rpWVHsUGoDL38yHt7cvZ0Ul4dNP0IHh1ZPOwZskObOGUiy0eYLV+gYWtIBFCIoBBqDJ0TDH4PeIlTSPFQZHmeg3hRzvPI0+pmJc5PABGEsYr664Pgud///vfN9YeHBzw8PPwUQ+rg3XUKmVk6imQaJi64gYBJKIhNXu+iudjqxh4yzdMTEIrJ/dgmF22bURL7oHcC9wc+pTXlPoe4CBrG7aEEVg76KynisildXLaaAO0RQZ62K4PbVLgCccC0pnd615n2b7V2gwrGwxFpLd0OrJwymYkFyCWgGa489b7cCrogy52YEhccht4SmRC4mectrXt5xrNoONSHBvZ5Mpr3tvFW86uzTrkYTwn7zbKqgHXaSk17wD+ZIrfuKAOt7BHYmtstZolJBcJ6jLS0rd3xdvbInsLGjdsagGhJ7SN7moW+egABAABJREFU+M7GaLBmMp0+NsGsjbhNWtcpnXUqxWDk18saK1xt+gzBd0sFkF0ip6Y9jeusoPTF4Ej7Hp2InJRHKr2tFOjkwDhScDK9dOBepxhr/yYVpyNHdGjR2ot/BCq/4GRDtIYC7X7Yj6sG/IgANrTcbgyLA2OauFFANjWmXkLgGLThBqnfq8R9hxeBP/Nn/gx+85vflH//+B//4596SAXejEWjA0fremsauFXM5p57iUPoaIolWwMrxtrNulFeylYYYoQQtzO9aEZGLu1V+jXP70Hny6oQZSwqGv9dTzjoC/ZRaaIIamQI88h16kuCdp1yAq9fYjwpPqO6Tm26UImgJgQNMiZ/+rWb2x5ooW+Y3hYoWrQ5OJanvekoTEiaR/fx3L+r9IzY1vZ5MRpImssh8bTdyxj3+joCmcEa7ZNGi22VGfn6hFRHY0t7fnQstp9W0KiXidr54hv3+VGmw9eSjplxC65Fw1pM4g6TK8qRUXyHVtjkhBRiVQzKGsNAEWhrjIbCFZNjKTZ1bDpGTu/FG0Di7TSIsLm3lEetxlq4TS6NPY0S/BNjqPvXFbYT9rf7bgvEgmrraBTLkcanbqA6dt2S2yyV2+Nhrx8tLE4MXOUPFJfq5lHObo96WHbolKzJpBJccOBWQUc7tXs2P8TpU5rVikVnj0mXHm8zCj7/yhT9Zwf/+T//Z/z6178uf78WawbwhgUN8S3s3WW8h/1Lw6qw8FMI0la+bAfK4c1I2iNQWyBE7q6sU44mBkCxaBAbHOgV7BPT+w6ia4LBFUwh+qkmnTz0/UOD6/m1GvSe+4Jqk9H4cAghs4KGBiFydm4LAyl7bWfYJSOaGW+TpUS3fSS9bRlkemhLsLWuKoXxlMts9jABIQcpFatAFsp0LzajS60Mri86wnnDQCpG3AkGbwifjFGYx/weBwBBVwbPTMqojgYJ4X+Gli7mszw4vtNwr+Y9xdRoZm9hNlcMYn42zoetqv4cEBc/abte768RY1O49oA4x2gYQWPkZuomCVDASfL1XTYdpm/NNTRotfheMZbG+iauhq6LUVEgZBcfVtte72szJtZn41YgAkKPaPfS2xbcqQIr5Nx3OCafpZIh76Ai4mbQyp+M7+T8MsZnhybONGD7cJHQtY3x7bkUhRARKQeFOIJG01/eN51hMI8jhJgVkLm7F7Zo+IMC3HopbwS2Ksz/FCBj+fWvf90IGq8J3qzrFIANu+Cx18WiEToi4wsFZF2ntk5qq4wBExUCVdobITyjqWTn3qYbz0iLIj4E+tJA00a80wdy6k4oHprbvqdRdd+JO+3Vc879odR8emzcEpPGJaZc3EhlarvTwgNomM2j+NYj9b+qQmFuek0zvpt8d/NSF9cl3Z5h8pepmh1EULnLdco+o5kSM/awYnh+ungIxVAezqJYUjmntu6pXdHAygh3pLcFnFgG6wd/NLVkY5loz0wpKGncgLb2zKhOg4AbX2EFZX1rvZ950bFEjTbbPqcFUPcBB5cYpQSA4r4ZkYT90fmLag9Ls6MkFwJrbCvCae3+s/fhBjSZ7nYWgrtf1N+eAEUAiHctclu4KtGHXJjOTW+r3AIzDY5iFeCKTzwBim5R4u3gkKjOUPqWtr9JpbcVd87d9LaDccwh5vbqtd0MiLdAHl93eRCL4zZxYDwFV7xV6eVnDm/GomFjMG7dz26gJgY51JG0Vlrrzlnz68Uy7KW3FY+kYczCAEqaPSaFwfvnWp6Fyrjah/JPWxWVuHd7KFRxW/Mjz1aLBtAKGr7fTBjlCr8rIDz3RbE113PlskosSWHq+342kWkmvnsIV9xkmMeVwZvn8+aI1sQ+ArV/tixCjRAVExOqnZtsHYfJpF3T1sJdw9NegPRI+2ldfKys3/jsa0Lcu2QQo0vHCaBmqLrRiuABMSrzsWFNqA8n0G4GE8XMLO0v9iYPYF5fi8kHPpP5DCH+Fs3fLcyLhsh9gHFwXKcOraNj5ajvqolRrlOINc7MuqWV4nvqwNjzop9Phq+2Zk+6n7QMW65fboKHZ2hgGguvB/l6l942OhbCzLCmmMY9pHAHs8w9TiuKOY0nBjEao+KwzeVCA3scopM1JKvj2GWpjIuyBWLDomHnfjJIb55isSgDSIHlejw3LH+HQ62SUt+zZ3Vwrrw56Dwf3oWLrwo//PAD/s//8/8sf/+n//Sf8L/+r/8r/uAP/gB/+Id/+EX6fDOChobCOBaiMD6NHeHTGuXM4NmCfUzKPK61hqEyXm7KxG6g2qKRtBebkCWSZsg5GJwo9SWuAR0411zt68iisRrfyz2NGNdAy5KpRL/DDkGWvvbmYQNG9GuvzgagmJQ49jO9FaJRF1nXqQ7ZW42wZhC3gFrNaAeW0Oa96TH6Ya2DYgIWE6Ox595DzMqi0XyQ+jVsng+K7Ack5rE3QbNUNfipWFb/3qbrVDSLsFelzo41V1baZXIH36pdp4DbhR43BaVVAsh6s1mTHTeMPcHA3u+FvDw2wqE6GqbxOrBGsBzjCC9xR/+Q7UYlqpD5yEK7dass7+fnitCg5n+etoNsbG0mLxj8JlBCzjC1swOHszAp0AxoU0cjz0lUBW63LNFDaz3Qr8/gntBgyg9tZYMKIR5PCLNbOLf2Y63dTNQq0ChZUzqvCO7TNvfjSDRyUsHlcm2N4Xnenmbc1hqqM8Qdkgnz++tzBvVKILldv57vuNXd9D/8h/+A/+6/++/K33/rb/0tAMDf/Jt/E//8n//zlxxagTcpaABosk7dC8OqsFB+qwJZy2aDvoh7a0tn2s37aL4xRiPCYdYO7EnrwmQG17ahBY2BULbbn7J4a+w4ZWuJHcyUg8G7tL07IM8XAeqW9VfMhBu6oi/asQhCPjDGyOQjY4PwI0uxyEzUdypXu+M6Ap6saZgdIZxWs3loLDFlWy5NxpZjpOjP91562z4YvBJiDR4eKP2FJBAl16nnEZYkGG1bkoQhsqAV6aNiiKwfktgobrX6WjneNyCdpX8ST0QYM4Me2O/bIoK+S5h95pivW2NtoIQjvL7DrusU18QJUAoFbudN4sRSutbe0qBdt2yMz7QRY9YleVAMnxujsQHPUYa4w/OUEWjXXOJROiUVpfdHSojOgjuYnxGaTa5TrUBVFHNFubehaDpKWyM3wdcesMLLQH8m5mlt4ig6l+qmsY2xEGMJUcXIYLMyeGrvZRjkXffNe/irV8S8/5zhr/7Vvwp+RiX3e+CNx2igYJ7NwLfBLQm29pC/JxR4rlMCLnKQtID5354mrGmPUwxJVwTrgAZvCMy973Mmyp07B/ffVBjtJt+uQrKGcBWLhhlfCPF5mTT0mPJYJjJtqjHaolsy3vK8E8fQ9rmjmdKuMrnat1sZ3EATo1GEmfpCbSMzLd7a7QypY+gjd0Rmtm6JngbdwL3pbUtu/8zQBDLrJO8NCqgJI9kIRZznyi5SqPc7DeWtEHuLxtA9sfydqpfLXAfEagG8qWtfcNUMtR5Tw8w5ChNQzpBWtAw3DEbG5Lyk99Ut37e6rlNmTxL8gHw7DC2UyrvyH9fnKaeolcBtL04vjS3d1+NbdvC4rTWhFRRNP0a48qD5lPxMpwSTts0GHT0HqPPfCYvcH+OIkjnRSwfvjttRZpW+s9DSXuzbCCHWGkiCA123rj7+cXtw/SWNDxmo+8wZ16L6YkpnrJmTXmfgDyMwphBbXiOglskiAGE7LmwT1H7v+nZqh9X0tvVSk2TlHd4svFmLxnOtGVrz1DHZWSiwAcvTFA1jlZDgXnpbgSUTz45xsAX49MF2NL9HFAdWQ1T7Utocqm0FJUAVzVG+33Sn/hCm2goaAnOIUvC0ARv/8iVBWxdI5a+81VwJDIRJBTEzb1vuKIW+4/asU0dH3NVDse2YQOxlWnGxW1CdCT+eRp4bD7RoP73XB5aO9KJpV2upb1CtsA4GP/5aN5Y8BFDMmts9v+UdRmbLWrTFHDZghQxpPwtw9bn7z1m0xSelXweSOwZv7n3/xdyscZ0axbN1AoE3Pk8uM3tKslqthQaIgJ0Z2myNLfEj+rxkPD5SAJX00gqY0O/rLwVbU6SyUxUjoUlvC3biE3IsAuv0tht93x2joWiTMPSNu/LQdYp33WeL8uWA69TWOs3WdSpEVwlh68P0AwJOYcUUas0S0I5F40YYuRYWA9QdXW3Szm9AJsmesK8GXtNYRvBmLRpe5csC3jlwnq3arP7e4sQXTEpzUTbHlowh9zLx0zELgfhQVqcSDC7tHUFCWrGv3DCAMZIVDcfN5nqu2mdLkCeKVZBR455D3E29OILR509grfQ2Fo0AysTD+k8L3CL4bGW5KnErAkkV634AA0Mhre80E28iBBwQ1EYWDUiMhrFoKGF382zJM+KCt8f3CUHrBBmMibDaU0UrJ+9bt4cs7LuF7ChrYh1NeONDrtLQCrRBpOy2Ucbn/d683s7t3XU0ZI1MP2l/p981Q523y6aU1WovnTgXVvElGp+VB+qvnutUGt82TmmCp3P7c4iu29UhRt0mvMjj1Hs6ZIaupMk2KZ/1N1rZ0g0Gl26414g/O0ZjB5JW3ZoNqtVv7yxr4bax/jWuTIAYF1LMk9VAtVD2nVWijQp4qvEKNK5TLGfH73Q3/lH3lXHIaFtKMHh5vvyXYJnWQrtFKB6mt/XODJD2hVg09NhzjMat1HHb26r/0Oas8v4e6do0k3fURfIdvk14M6vbMaYZ+QADhGER3AgGjKfn9hOy5kIOlacRcpovP08HOQw2RK6BgYaib2SA0DOx0EyD+LHbbBIaP3VZv9SHUVPpqsII+Scf59414uasU7IHRoXBiPpnkYjIEYtGY6nKDMMeQu7qaAgYplzS29ZMWLvD2dfE2ecZboajnqlL+7LW0TgwHuUCVRiSzs+3rxavx7DpVmDdSkaCxghifXavr+EY9EsrDwUEQcJeH03BvjJnPEBaPgzraDgMP0Vq5lt/w3oHM7BlobDMxb1Zp1JH6lfqXadKH6LUKBfsA4yuKGHZh3XvSIyGaMntORHUUeKolMCw7OBxNxhc+rXZrRQMlS93qjwD2WKNVhjpFQpi0eiAkC0a1AtldriEba28wfVuPRIa0I8BXtqNf1SC+J6ShnV6W+fRZNGoaxoCjy1tG+eBMk9Q2gNKNrT0QLtmd52twbcetT7aPflSSVTe4duCt+s69QKQLAbo0vUxUS8UUGKQ2Ty7WcNBxWgkU/Bt6iwhWA0NVOe8CTqWVK6o1o8OobJjllUEsD4nF7cRcukrZq2kYSrngc/KZGM0dnBXc3swpGI2l6F7MScbxMMSZftud8l5VgpAMhMCxbELRebPtlynNIHx4jd2Qfk0J8qv3CNMettTWF0N8GbzO3U0hKlN60B6SPX6IECbuLcyileLK2xx0sZ3cmpOY7lpPTkIEh8QJMLag4H2MimJ8xxsCHEeA7QOdEk9M11/tjEa/XhK2wcYjQ69bWmxV+d53dZwHKGbE7cGj5m7kVvIyKLdWDRU1imKzppk31EbIwAAJwePl9tGgaD3RNpDdyhTvjC0SSC4nKdmGJSVVN5cKdjEVVvfIvRKvbdMaxNfxwyE2LpYyVi2rEzdGDfS28pYtlBtI2iKRWPQ/eZcEWMOa8sXBH45Vr6i3vYyiVJAXzy+0bxind8SvNaCfa8Z3oxFo4PMedxTegFASc8qLjUWPMQ1WV/MgbbWBQJO4epe37ymXKfSvQMa3S0tiqltUehgbLO8HOVpG8bJ9Ds7wlq6/vKOyl0wuILKLORhOP60dozl3QNIoDGcWNep7uH2We3yktoar+/Rvc6KEHR7m7l3nTLrNMqMVCCiI/TSdtvQ2JrgXdfjbrNOVcqfmATqLGJ+PBIKg9dknbqHQJr0truVpwEgRj9xhLRz8JAVGcLI/67iWTOCSgtfHxj08VxKIgLdnUTTWtmWafUDzvd0NY6gUTKTNYJGLBYNUkVbq5VaM9/tnM87g7BZi/RwhprvewmZAps8YtPSPnCPHGaDy1YKt8Ct9ziNt4LryuMItMLQ6xiN0SfNKr3tnkJmV2Gj+vEePYW2lGVwYjTAWUmw0RURpxgNpZCjsB98Pbyt0yDvnEN9Vt32GmXFQTz1jQoe77APb1bQGKW66zR9GB9MCdYK1/6BU1hhfVQn4qK91wd5q4J08W0dmYI3YEVorQQbGgqvbw+6IMs8vuBU9aXyX/7bn/DGLE0Kec0huplx5p2sU1upI+0gDyv5NZHKLh66n92sZQfku2ac+t3BMzEz1CNXCgubdTQyWLc+j6G3WuEl+T+ZAW4TmCOVwaUdD4YMTYbgxWgQUmEuPVTG2Koowsl6wz7xQNXROJyrv3k9DXjKhXU8puQouEXdoL7PMNTPDSwdMSzFGqL7cs7VURALpFiuRkHxRSEyErbM/ESFj5KRIt2vFg1kq7ZKhkH1Ock6pb/zNK1DJr6ca7NMTOlal0b3Du7sSHwb8fHEAuVbAor1JhVAlXFzETSa/dsJdAeUMqO9yb1gVGM0lNQy+CR5dvObRYg07per+RCbMttaWk7TtYy98AVr+y0C5F9O90KyaGgLmcRtSNv7SsWd2yOllZd1yoEje4gG3/sOPx94u65TB5mzTR9jUM44YuIxKCGTx7Wd3jmnt62NHzxYGWEcjdGoRDK4WaeOQiMAlQA/uMjLY372mBRhNho3AfWeTZsqsExrz4zcoNArKVLVtS4NnyHgKV6h/r4HfDTGx4BUmx/W+hhYNHbHQ607SYDji267YuR5aL+FVME+oFo0hNC3VqpR4/X+kLFkuPEIYrofvabXqvQlGr/BS8l1yqy5uEhkZvJZ4PjxW6DMpNnD1Bfsc1KI6nb2GAx51whcxYJkvnWLn9jCjyt6FwM9bGtxOFLxvB+AEwyOsSvMFgolFk26o5HhdnyBaowGMTr3WVI42ArFgtdG1k6reW+tI/tzxHZd75nXpkHp3LneKSHYPfMifPFeZXARsPYQ24HYg1O44nFdlEVjoNgIN7gl8zijWX1mJ+tUE4AzsGgI7LhOPYQVM1WlJoUen+4J7qN9WI5BJ4wPlB06wn0DvgVXny14d526Hd6kRWOvsNymhl80EZwKq438ty0ySTEaPkLZTG+rxiSm4GGGBqeZwryYsWzBEC9F7oMshYFbeeh7uYnoNpjSJay9phzZzWlvzl7w7JXqv9Kl03U4EDHs+9DXga5cYzQ6MO8yYzcYvPR3lHg3Hah2LTNh09uq7GDp3QNZp6QtfUwi9wLeKBuLW627Nt4Gg1cNJIXYu/mMBJbAmageCOLf2XAU1dl3Hk2V0Psbtt0jNUr6tqllBNQYui4VviAeZ7ZLQeovSz7IsYqOYky6d/WLJFmnPGHBf798i+d6KGdf9THlzHeyHp07pRYOTJNuMLhRIHTBxGJJeW7WqVsUMgc3WiMIZdzQpYqlzKCzf6atNWI3GNwCZ+252tdlD2hUMFj/JayH6DCQBINua9kYjY204w/TNQldmRYH8r0iALWvnW8OgbFIMLg8pgRg32Vj/F17QKj4guKzmqptvkQj7/Dq4c0IGp2p2hKOO1waEnPg+80Wv3WFIJawIiiG3BIvOz7SweDoYzR2LQai6WuI8LGTPdQWU8ucNIjHuvxsuc4opr2xFKhXRoRu03VqV4gy7+U/m/0h6UhD+5wwr8R98N92n4bx3ng+MrXLZe533YpAcGBZZb/s7fWGR3eY40YjScBDuHQD3dW8HnGdYkrMrmjWmva339XMjGipmajRRmpG2ZsTEt6fsZlFZhciIK5TW8zb0LCj9ihjZ85s1xvCgOylVQk51hr0fNep/WeyR83dMRpewb6Rv32nTe+0tc41oOKpfG/qgsGtUI/mfuM6ZWPtzJl2s05B1qYVYDRsxVQAA6Gyvmxw4GZTw2fSee0nkCnPiVg0NhhoEHdut3vjIq5na0QvxdLguSrflN5266bQsIFFyo6LiwLS7FPOFn/zvVoYImLMtCZPB6VIaXDMc2N3Bq83luYbUIR1M6vX3wwr+ibhDbtOvYzSm2JPvJiABxsgmzUsm4HE3jBlkJR94Q9AZzpXzGiHd7JA4NH3pgCSXOssGpmBczQyey4cosW1ftMCs8pmpImgGxSfHhp3dgD2g/zyc1vWg7s6ru/qol+j/vWzuy5Kupvy30FgQ1BSp901S6QPVQaX1/e29OC+56JRtP9WeFX7WPyrtbWnWzoWbb5i8J6reYt8u/uVqs9hXadGcEgL7TKI6l7DpzwPUXZuBhvM7p5L2BboOWFKcRCbgfRDRQpnoVQNUfazVkyF2Ah+dOVWQZAn1CaSABIe/7zxLez9IYzkdedobbghjt9p50maGAkuK4dx/RQlVDX4lDLtKMISbXoONFYSauf2kCyq6WWe/81g8IHpdFIbVoY0hYgBBSoDdJchN7WQLrCX3fziTmyhboYS7guB8RCujYWM6PnKgdqx+tUoF23WqVGskAhG34B3z2GQJECvBe4pHvy14c2LkfpQ3sosSo50j/AvoY8jCFQzz+iAsaEmStolgImS5vim8fVpH/c4pr3Uc7tBlse6Me+qPwxB9mDORP4uYOd35kosqV4Dah2DRtN7sOugCR2OEQAp2FczwJgHZHkyA2dN9GSea8dzw6JsCFU2RmOhtevPvtdXChYmXlOz+rswaCOrn3Xf6u7bM6kFDQeCk95WmOyR3/lNwOMUlvUZ6bde6lLIMu1nTuq6Jnm1ghUgtDLCeH0+BxpmxNyzBHIU4H9o6hsuPzGOvqBxVCI3l5iLhRmoMSCiGLCueo3rlHhV5mubeJwJMbZ4u9aZGY+/3ybZtffGfbuLI5ykD81tBhAdOqEsGlYp5QnHe7iyrQ+RxmEVYw/TtU8RPjiDXsrhERxSSJl4Pj1tD+FS26A0V6NMXJseZMRYaG3ctIPKOqX3xL0Fbkc87J4Lnx633VNDN9MXko/e4fXB2xU0bvF19ogf1xzpHvL3zOMzrSnr1MDtZksLIn7Hh4aqFYhdetuEpDeRpXdLMudk9W5hED3N9ICxHuVGH2kZZzEJm/dmii0hGxgBjgj6hwkxK6LBaQ075L3VH5uf3UBUcbadfVCaVEz45nckBaIRqjuncvc9Lz4hGNepJXO+RXu1NR6Ri0RDG7cJ95Ax5HEfZJl6TXBD7NNjsv9sCQY/EKOxC0eyTo0+NU+WzG8RfL6EIksz+7zPeG5ZIG51h7Dul7e4G9r19nAlce8L3+GILSusenVSvvCeVXvLdcobmzEaOgqi/OMe/YpZpKNKGrv29txUy4cWqthFvKzwzxFhz8MJm0y3c69YKTKeZIznb6boxpX0/bBboyWavTp0PzR7s7hOOYJGhKMoNMNbwool1ErjwbgV36vsLudwQ7GY5vWFkdC7sPGzhLfnOlU01s9vSjRGZN2GFPOlYXZ8MYE+GLxkRcrMhASNfdizaJimVzHb66E5iMOPPfYnSCNZ7eWT3B5aAWrPPVQXU0p9toOxcyi35rDepaGJTJjq8Brosk5ZYCoE+2bXKSV47Y2agW4eh8/e6DrlFjEbQBmBZ9EwGv6F1m3m3YKusLwZo4FEwZ22KJraFuY9S+hFAB9Z5LzrYv2wjCLZTFxHtORa+DF9Tf5l/Wq1SnhMKADwDT7mMv8HLBrAmJc4ZLK3zxQG3AghpLL3HYSGfzOuU6OMdV19FcNNklFsNDhKCxrFooFBjAb372dYaN1M+6ldD4lbj1C63mnJvRW6/X4MaB0I5SJo8LagUYUX3/igrUoWtADFmgY3+8TH1Q8jd1zdYIZJakkNBdLtc7FQFQxAnNK429gbJeyPYAoxWzTW0m04UEdjCCP805l6jVJA8LQDP0dNtoRwvhZ4TWMZwc9xHxwHWaBbNN8Nf5HTx3quUx2TTJipT2/ruUuMwBNe9mDkjnAE3ABZ63KREW64cnJDP8R8GO2fR6R5XG37aKxKbqz98+hcqDWtrlPtOGubL3zSpRtPM4h6zzIke3C4+JrVKlt+zBTsW9ygy50BeQK/xCQ0Fjl/vHv7umiuZewivHcuQ6rooWeBI8dCciNQjmu5K32rBzfstxV06EyWJw4oJkYvPytOCdh1h3Pf4VwvyKzPHLZdp9yhcrqRhA0CQiWP2ZBbQKe39Rgt13Uqg+BxdwhsFAilEV8IfEmwQdLD+k4CRSjg9hq371JGF6mOFCX8sQNHav7A9mtACw/kubjJq0R9cdgNOLLPtxRARWGYFXUBG7hhoytxnVpUoR8irkq4ZxobHDm83nuGO6m4B7/D24E3I2h0GnAeEBvg0AEtnkMM0NojZAnQ0shyDqsKfKby/mY/mZFvNDR7oLWGVjtyBPkYDZyGUX56L2vGtntW9aFptM8OQbYw5/iXl8wf7boTjIQUB8fuWjQOjlXvjT04VK9CwUhw8xtHK1wpsNfcGI29fa2tBbm//iGVdcobw6APO26dlGAK/hx4TFXQdTSeSxgl65RN45nbLUHD+iLSGS6uUzmn5GYdgi0wCgKZB+0zrZni3TN8ADbrEJm9PnK70TBifm2MRKOMUHhvL+sU5fc7YEBXeZ0pGtep2Aro+b/qOuVbat0MTeZct0LLjetxz/J5AoR9ROiXua7PpSu467PZG9zLdfXS4TFPWhokrzL4WFA7pLzK7ewWofN4C3VhobaY7xTiUPja6ipQivfQAlVy6Wv34j0ZNfdgixW5mS6/Cx0/e3h7rlMGRnisMxc6EJncQlxMwANdW0RNOduETrspiGvsnG3eb0/3Ea2P64rvvbORsclq8tqgUulHMf7qASeWtYAwOE2GIAUTRXesD+GKp2i27g0MdFMMz3zb1ntlnHfibXEHGPlf6xoawpD2BEsNKWtT44Bi2311F9PoZZ1S7htaANYF+8A7S1L2zXb3mimx47JWxthurq4/8YdOY92fC8mwNhJ2jkAVTg8Gg2slbck6ZdqM28T8aPa0vm9q9jmQ0cIz5Hnb1Ra+spls7u2ICb6G+qhlyo5RLJqqD+061bkDUa/l13+6LrDOuW6HkKSlLSHzeZnv7tA5egqAfFb6GDAlaGy5fx0RcgiNinR0FhZa+4xhg2bnsB5jyPmAwoaxmd7WBoPPIeI6WlcRkpz+ikVD7XUbo/El0tsy9UoBYuxnfeRvI0PSHmhX1tcA34J16M1YNDoYBd3eABHZ7SIjCV1puXMnQbVotOPY6YSq0CPZSvaKg9n2G62Zqx72X9VWIMoaPavNKUpJiyiNJm6rGBIxD32ZPRhadp6BVCfnWwUssRr60jvd34pYh2ZlK7Bxo2DdD5RUzM/RwlSALwjYPTyhL4K3y/MIA8s61azz0sBFiiLG2b86xq9OVPGvNs/3dXZULv91wKDewthxdY+4Z5u2Gd2MAHkPpRmMncwZ3H3vhQhuYV4MdFm3HGiCwfO+mgYWz93q7MPDjcY9alYF+zQNsO2kzH98CK9JP1bz3qRidqznucONNjdw76i5G7bUhFi/b5Q5jDIfKlkad9rfXAfveebOa6GbZx5/7y1uyZ5Vv0tBu4GXm74ou04567py2FwHidFYqFanCFrIfe7R3Foj3mFw872JbtABviLm/R1eFt6uoGGgMBpmrw+zAGVI6W0d1ykHcSUfVXXhFj7FsWgMn80/C6K6hw/RhFvBSNPUBYPjIEPF1Qxrmx59b6Be4PnSQFAMnaOZscWiGrgBgXZ1NBp+mdv10HvzgCZQvzp6bhWJIe8bV5vvpbdtPmKfoRtZNNhSrwE1G1brFpcOxfg5BrhmrOWeaXDKGaruPUO1Dy4WmG2Bu79m3Yv4SPxL171Mtu1QP6R+bsyJHpen8Oj21S3MwwHXqSEY6++oLsKu2xnx0FKcXMnS7+W8yznJNEBea+atU6DsBx5rN81mDLcqqo7AgAvo1vLA0gzd37JFwxPKgEFClFu2gm1yQC9fQtDYGxt5MTamL9lHYn0bruvG+gZinOjaCFjTVjHbnfZcGHznyN35CHjKN1EovIsaP094265Tz0TSRQhx/H47xEWS3rZlyIk3mEPNWBJwoivOPF4yt4jM7bRi85k+GDxraZ9DANn/PVAsMSoaFrot61Tj42znQ/eHnaxQoig6+K3WSnLYdenoY4qgHWk6EOMIOW32Z3FdUt8SlQaTMuPkWAm2xiXWv5E2XgSeEVNNPNaKNq7a3O7ZOURcBmPt2tGWlkL472eED7vcDS2MuYGV3Ycaq0y+7VUGJ/06qWv5p44PuJnhUxBNYbemIweek7jCChAjxrFL6GC+zXMtLWmkVRcSJ1ZizMyaiBdJBA2DwUdgXaf0/m2+03Ot20Te25Pr0qFNhrp9Lwnl0ReoRdOuhLIt6Lrd1BaoW+qeeACIokDm1ftOcT86Qld2n9lRTJyMoJnmZYQo/cuULa7JdepaUwdTb9n5EuAVcn0r0BUh/YnhNY1lBG/SoiFB0oWPuMOXoVTrHSBOj5gstB5Lhan7EcJ3g0VDQIicZvqIuHNzad4pcRb+/VEtD1q501R0wYDmnbXMnyH+GfT3agvGspEhRLJ43ATRIYxe8TjpVuZTjWnTkrAxnNUsRsxEalSwrywPU7rlab4I7hrfxTR6y22YutMNmsM6mPxTN+UJcB7Rpn4Mff+OhE1jYc+zNEy5irjGFXcDm8wyhJ44j3gNY+HaGsvQ4uhcdulTfIFvtU06HcWMPxt38oO40RJW207SEkffxfRQDQfnGrdCcWGuFQ1oBHSr3ODa7pZFQ861m4SBARxJAexZquRP2sZVGppYthHYextM9pQrg1dX40PDOARJYdfOzSGLBtdnj7qUjhKi6Da3hPUmGJyQs1Fy834Z785ZnxA7Otmsr6ID98RHsEczCF3R1rvg7cgmbx7epKBxF4w0YBGuNG+1FoLga2XwbYbeg12TexmU7tj0cYPWyguOGxap0wTwqIbNPm+YqAk+Y7zQ2uVMv0dYvImhUowGMfa1CHeMJ0JS1h58d8PFwh/S8Q8uVgHHckAxNtYzS+C9YNZhP3vB4CPXKctwm99HMRqjQm4eSNCnm972Zn+B+CzC2ga65zU5uE30VAz9t4syol3v52adGlkrPbiLeZFxGyHOy05FjHGMgzxjNlajeGHUfUQxWVzl0trio+Z9802iNGlwyIZFUDOqd2ccuwU2hIXyiPouTSdorfu8IUOUZf14zKIxFpil8e3Nz3kPlEQZIuw9x3WK1dg6q1erDNiaP6HjokQMxK4AuSJs0tJAKr2tulaSctwryPERl/Fj+/CdwXwH4C27TjGGJ/HoAa2uUxEWCyxN4AGVa0cK9tUOIGYIMLWa4yNa+71gspshRhBR0fICqJritXU7IqkiPoCSHpFrjEs1xctPm7kkPZAEjds/jMt/PQTaHm9tYNzGHuM3JJ6dX/vOMDKR1UGjewHBI03mrrzkERTDrJ1ywb4JDAlL3A1QLq5TG88wSgGw7rG9gNIBQxayatnOxbBmDF5Ke8egNe/pG/ZuBLVdM90X/I2Dwrhhkg6fs+dopwVFMgPcr82x2jztnyOrp5chsLl/8DvaatjoGMXuvup2MX71HWz5+N9Y1DC1d99+uQfHDo2mxXWKdsfT4SrL1HtMPvfjFYa+acrr+wZvAeIDBfGMhc3CKVs05KgtYR0KkFvtpKxT16aOxhRiToSwPUQAnbV6NDcuHBBGR3C0IO1rhWd8+heB1zSWEbwZgXOUuu45GrsojLxB/qJNsQgpECcXI3V6b+n+sEVDgc3hfiidL48ZxSGSvYcAypi8JvmOrFP3wAgjx9hMFins4lcG30nZuCeklOEY9zM2vxRt6A3tak1c0/j2WMq7mlBHbq0c5OzLHUysYwQGGYxVW2PNZtH2ZtDaZ1tHg7KhaMvtQZZb9v4kXJO16txcy4DBzLsCQlli+cVm95I99tzCf4zm0K1cNaedpQhjYXTd8lXObXT3Nxb73oKGK0I7t1uM44ZFoDH2GHW8dZ0qgkzJSCcfnNvIjRX3WtWt52pY+0KTTa69x+NMa18L9iSxfFYaeptjDQNJMHgfS1T+VN/dCcYWfXlDUQ3c4tJ5UzD4EdZuMxjcxGiAO/o5slRrfJeCwdfGehfoK8VoWFevDdz23EKe7/Dtw5u1aNCO1mEPWCECj0B6weALrc2BPNJ/8aShG9KSGtepRqNz70fncQ+ZVZvbf6TZUlAKCuoYDdX8hOhqYQPF/aq1L+T/K77kzTx+Qby5Z7LWcGtl8JvHMBI4DVF0Xdz2xiPP6/a9vpxq4XmQh4QrAI07TJcDf0Mo0ml3n139PY6ZxGmXeTPC50tVGHf7Qit0fLmeNvu+GYznZkAfMwao/cy+AEUjyya3fYS850vWqXXDomG+qxPMvbNTcA21cdAbCh2PoXsOXrDKuZFM2TC2gyQNTCh1NI4opW6lU8S9u1yhwYxKSAfN3qLEm8O6XQ9G4U0PbyzZ7stAtfTcURk8CRWxGbtUrC+vE7nFig8DmZ/I+4AHB2gH1q+LUd7hlcCbFTReAkodDTcYvEdcE8WUdUpf3Dj0GkmxoznujqxpqyvkJr8/46zPkgnKQCKAvoFsj2hQ7AM6gbEV6h6LRgkmHwzlkBCnYjS26hqMgHbGUPshFQy+oREeaT4HEFCZ7KNapqK50u7kyg8baPelZDnabf6A6xQxbdTRGAsajS++eWYe7CnJ6KSnuwglz8iGVCBn4xnBnoBZ+M4d7WHbqLyzf+C1wSxVMB89iNvwx9Y32exKZl/dAkn4qgPz6hgB2GVybYxGA8xFjT6HFec4Z0XTuN2mxkeGPVyzGeM0ijF5rm9CoH3ljQd2nBuegSXr1E6cTHn2Xsh71KPBnkAC9HF/FvSR204fW5U05XkzSY2lhbJ1bE/4cs5cQLJonFS63IZmfkGefkvZwXD2wB3W89cK71mnboc34zrVwQ0bes+P3EP+ntk2gN0D6pk6vT7vYbCtNs1Tnrr7lP1xdYG/MtA1dhv+ELFQ2h87mNH3em5pAPbN+jvQVvPttUBbFo3Nuh437LVb8azObgK0Qp1dv7usWVK4ToNn0Wje2ffDrhaNnceGaR+3q3WT3fNFwNrz1dLvVa3kNg44KLRFvqlYIjAo4HgDPzjSIHppXAH0TNIzGL5btZfPssoZ1yl3njesSttt9y5lk3JRScomtkNo3tewqT0vsWvmenGnO/4BXmrjo3DvWojFJfQBAOkHUNfqHnQt4ZA7blVAYrq1AG8LIdpnj8J+jEY/f22GQmP9gl+wD9hWYkmMhm5PB4MfgaM4tANPKHDo73R4JO/wc4a3K2gAz5aeixbeIgPqES1T1rJlQYOP9k/132lQBWEzyPOFNQTDgOJGWLiRUA0Y+AnR1aA+N0ajEJXRGEfXpbLzPXN64J040pS4DGHrCnBkTLJ2hwhRo0LvBmra7a1c+xaNg8+NuLc9K4P1eVauU91Q2GE0mFOGKi9G4x7IRfu2wCoFhs/FeJfbwuac6/gWm8b1OfL7LeO887s8a9C4joZlgM2fdExfUQv2Ue8ORHWfcQ7e13Pujc268+n6ONKWS2u+IBz19e/iMfJrrQtPtWgMrTKA++5R6ILBFb2sSiK/3XFxWMd1tyDdeq1z09sY/gk1mUmal+iOa8/KmdLbcpskhr5OMVsRjAq9ukGA79Lgv6EaHG8V3q7rlN7bzyKkANYeSXkWjSlbNA673Zh7wiDuZWGR215l8ENa7SEDbjJuaCEgRt/FfmOoNfZBVE7t/RFDPJFj0bhzDaWZLaIqAuVujMZLWTBFeWndybidT9Zre4OgcdM4vCVQqVpZCcCJYE5pXEfjCJrvq3/UtJR+O5tWBjNunbN+s96Juaf3xLNpt65kfus+ye9NsgH2gsqPtD/4oC/Nowxjx8VF7U6wweBDYfoAUzOM0WgEMKWssIIGrHW0bWrXRWmDwUwM3svoB0dr3aHWwXDd9zcUAAFc53GHht0c0Ow8LjS44u1xXOYRtzHKeGW/MnhvadZghZpRetvS5wDEeqGVml8iGNzVfSna8xI4I35LOu+DCqGvBq9pLAP4hlb3C8AzF6gGzfYNeYRupLnYBBWMdXoJH9pnvhcGPsziEtYIUZZxG2EkzRSqR0ZuJs+xaDzPPaNt41bG/cjzI3/LEfN4WBt054e7Fbg7pqp3R9Ka2K3x7AY2j7b8HrM90Fz3weBjjoHk2edaNCIDHPe/9aggciMaGO0pfdkKtPLzFne7W3z8vWJ63l4eMiDdnqwXJOufq5A5UkcD/baw50Cn2E73fGVJut9e34/R2Diud2h/7b6z63RfwdpBXyMFAKW5JYarmPMbu2MsYpgbCZuDcd+Udcq067qoDfAfh6xwFGGFUtE9t1jpxnjTOBgnxBT7KRbbRqt44GP2oHH5qgqb52SZBHCfRfYdvll424KGguMZnZQqN//JXsE+rNW8njX/E9hlqvdMnZsBvDf6iz63ANehgn2530PAVAihHdo0CDyfcCDr1B2gNVXdmur6Bdwzb1tapKNuRLWvg89mQXfd0IDq9u7ytzcucQDAxsXFPTs7XZVUsnF7XENBaq+2hc7uptqXYPA2U47fRBnXSwSD535u8Z/WcE/ygbtgi8k1cCQG4Kah3sG8FN6H0ZyNIeOoEjoM29zSVlsXvHz22AgwJb0tqJvTW4rDlb5kTLmfw0f5GVvlaNxCl3Vq8K7O4rYHm3RqoGHvauM4lc23YjSO0pRd16QdmrvYGA1iF8/uQUDyMNAuYiEXkqydH2vrZoh4Fxbe4TC8XUHjBoI6gmLR8AK8i5NtvbbQtde0HhwDE7AcQYTGb9RjSrY0WJqB3iQW/Yt9DYiNCW7ujGp2DL73XmZtCw75tRam5tii3Rr4C4g286gqzzBaO7BpUld7gnV7ncDFfX0H2+5g37X9DTTA0RDcDdeprlsdSNsFyaefQ3c8Z24ajfVzIR5IkWtvc+zjdjbm5DAYplyD1b53FqAMYpFgoCaEeC7sCXSDMac02Zqz43HdpIMWjQbynHSxK7U7gMftdgoUHd9hu0oT6ruTHln7L8n72VRk3lBGblFyiX3FnPvsM6ER6Jw1bJ89nt521zXpFrcwceccWHn2jtaEdq/b9LajsWke4FBBzG5cB2ngMxO0vMPPA95ujEaG52r4E1MjVcDr9SHjciOToHHARH5ueH9Q0gAaBtkvcnRkIFv90fOKiLH6qZoZMQunOyuDj2CENK1ryXMYzlvRbRgx4hkKkzIa0kvhd28JDFNlNXSH4Oj4Rq4Yu1mnFCNoztDRvosmeS/r1FF4Kfm4ZO3JP+89eyYAWX6+aJwG0xBn2fTbzxLoTL2VkZLC4t9RLY09SJnvoiqc2b7TxWiwYw3ZgtEjXytw9mA3R43sbTB4m94VqAqAzi2V7teFCg22boHe/N+iFBrFaNiityM4KVen1PeGS/VwH6Q5WyjWsasYtOemPC3KplEzZrxbZ/dnV7DvlaW3/RYsS2/GotFt9s2KO+qxjTZ5ZNEgH3ElX8x9DUINNGzbuEdDfviMOz72HgzTg95CAAcxGRZG3ztkInbAzU9/hObvZRQ5OJxd13tBYEen0mo7d+CW1K6AEq4swdGMdw4+7Lb0iG56vu8CsbcCjgtZ7XxwF6ORxnhLoKTnXnUvzWTtx3/zyzKe/E13ChauK7nRPFiLxovD1v57TiyMWW7PQkkHLAJ2eE1dGDXv2nVK7nnMh1cfaBml5xaw5KRxndJa+hsna+fsW8XOXUHFG3uzVAZ/AYGyv27+zjS4y3DkhW0Q3URT9izqpIR1b5n1MRQBzLPyrDvsmWSdChSVxZa/iFtxB++Zot7hBngzgoYLm1r6G9pwzOadlpdywT6uBKpxfdnzSaUDi+VqftFwd0e0dZvM/xHXqUxch0W/Moj7Ra2i2o4xoDLGmuh1lo6vIdAzCjPjEo/BvJTq5y8FJkbjJ1EWGTO/z9TtMHQ7FptDsKHt0wxPm8PeZ0CHjIayaGwxh+tevEIcFOxT1w6tZWbUXpLOe4HZAvdoI4d6lL2mXuqjKCl1XK3jM+ID9OU+HfJW1qlWgHJx6EFFz67b0U8Ao/S2DXjKgw28vbfvRrF7GgoNPqCQuaWOxiFwBJ/al9P3HZXBgcQT6O9+6YxTQ7hzulaMLZwAvqyS4x1+MnjzrlMvAgeL8AFwCd2mpWIDQTVtOIh5RRinMLyTOe+DwfPfRzOJeDBAsiPkb/1SgTuth5r42+/yxqT8pp/jKbYLt7R9g6Y97DDcbbslKr6/txujsd03gMZnezwG1X+vat54Ed24j2yPPkva8ywIe2N60XbyNS8jjkfYO2aa1c+tPXXrObvlk58xz1awHWqdt/q4ofuAXK9A5ku3W/Qt/mTtWqbVGnQwGD8TvQ4XFQkGd6yBKb0tuYq5m7o46vpox8BjBcgt3gIerWXzx9ZSBCglnFhZ75iTVDOjHbuO0XiR3TBwEXOzEb4ReI5x+kvAaxrLCN62ReOZEEHDrFMeMgpbvpg7wEcsGu6Ld3XnN7Ux9rs1bRopbxFYQFk3voxp+LmEWrKLPauNGwo/7c6XgSPf12m3vWQCAyLTaBQ38sg3GaGOaLkHbWy+O0owMMhk5j/bM0t3Q/6OCXHXqrirBPjClEUP76tpSIvl6IYDlIeWYj3qOHnguppubn9PIO6rpmt3RtdttMd/Mm9dDR7s4HGd0CC3LbAXdP61YbiNRVB1BHfrgvbSY2liH27A54eDwflgnYqNR2y17Gkj7f2mwEKchRYdDP6M1MW3rMtelqxvgPl9h68Hb1LQEAHBhYPnsgnGddIyujEaxM9CshZBHQX9rc9Ob5vf75qJz3DnYMeXlsfMwqaZ+0u5USlm4VUoDgcXnru+HUSHobd1NFLHZjzPZKb3YE+jNkhvewvzUTIudYGPh5toxnJz1qly/YWDDzeY5pdMnbvrTmbhBX33hzhi0MehJBus91FtnwY0oL7X/rllmU7Pb7mW2L1445zt+bMquMudaDQeHfd4YMxHKtLv4bpCP/Rjz9nemre+4Th2aXcN8guOifwojpnQ08m+vy8gnH4JZcc3ENT8DvfB23adOnpW7HPd3571ogc3u8TWGAQ/5PN3OFWcl03Ga36LEWAeFx08MgxugxjvsUJspSL9appWDV7KyTtgizkoWWxG9w/6cr8IDBlfS8ie08ce8327Ztp1gS9xP/dN2JcWLoeZmTy3pwPKiqPB+aXNl2LGXjvEiMhTmqBnLGqwTOwgzsx/9wBoC4g2iXxRn82+71uBPMVEhpJ16t5ib0NUQLV93d8NbdyWdWqvsvs2jm/GVVxIR4LxxjjAmIhqAUDcpkh5FkSj6PkW/HdeCPiVZZ16TWMZwZu0aIzgVm2wl1FkBKVS6Z7JsRtU/dUu1i2uPjT845mwhyiPwAYD/9Jn6CexRmTXC2+9hpWPLXgDV0LJ6Lv0Hn12wb4BeF+w29XIMnYLbLx7hBnX7ewWGHOFl2NtA0jM1UswiUwvQ9TvDdi+FW5pbzDPhwipXj7qFRuliQNJCjw6YLMltQHQ2GSeaUd50AFvnIsDeLYXMg90vrWZd14/UteoaWJrPC+0/1yXIU2vR/FYB+C5LraTOXybweB7YzHjeXEF3EbylyPwzmC+A/C+DwDATft4E8SeqD1LyzsAi6D2wBOE3BZuaHYr69RdwBhmsJgGaZ5GROEmf1QDW1sgaje5fjibY7JwyNXhC2goXrTJPY3kC9K6kcCwK0ho1yl1+UsUezwKr8Hl7ggcdbW8p9DXFq65STjcgS/iLmJAM3Wb7kDm1r0usF8Vdo/XYCE3XBqLReMA3MwwO49rGrx39sSioVPFPgu2LBFE3bm6p4ihCBjWGvNS6W2/FXz1Dq8f3q7r1EsdIvaRhO86xc/SRoZ7MeDBLu/172fCcY2M+gTXLeRAE18lT7iBr4103WJTDtwyrqPEm7WAuhMMngJvnwGRW8tB09EzKD4zAFVhWVynlDvfbj0bDMZ113D22zgsw987ngPT+a0yF0djFV4qPWytdeRbtbcKpx1ygR2N82u4Tn1puNd16kYQGty6BfrzN4FxOdjuHv0h3acnAKmDWDwdRm3tCkgm3uNLHGAvrucNuUp1wPS64kle01gG8G7R+EIwwUcg5BR2+qKL8ML4YItZvddX8J6Ugy+lsXxtjNVNc/hKEMxEdLO7xuGRj7JLMd8eCHvLdJlc/y8SJP3MNr6Glh7ATxej8YLMi1esDYCbhtaCq3DZsLx27dr29jKkeX2Nbn1FBu9ILEIzVpU4oYvJuzEYfAS3zOM3YTkSiPFuBdpPEq8IjDPEvRK69A6vB960oPFcJjOOKoMPwGMUbkOcr/AAb8Ro3KpdOcrM3VMh/WZwvqcWW3zZ/r+0qf557ToNv6BW9YsIeowXWaNXUZfAgxfafw0/sKGB/VLgxrjd27+eEydG4ygctep6dSKOwnZ6WzOeV7QFD/OPG65TL/I9z8CXm4HqXwmC7ABJ8nLnpg8UOy+HdK1VknwR8HDQixCyd/g5wtt1nboXDp6loXk8u3R8qX671xqz8cGXXglx+yn96feA+csVyNps1t68Ywg3a846ZtBJb/u14c40n/doDV8sdmBU2+NlWh93+4Xb3+78FgvdfSNdb+rjC+GUG9o9ojDqcABhN+j8m4ED50nj/nv514m+THagQ3h/4xGXNxhm19vv6qtlmnoh+LZG28N7wb7b4U1bNF4MvmARJb2Hwgss11Hm+GbcdYB4DLWFN56ULyWAiAn6G8Pbh+Grauh3utrTHJcaDF6MSLGibTSg9qP33TfPxXOn7hvyrddTc7iC/I1wKJD8pefsbmvJ7fdestjjq7WsefATcj27roU8fu5mq8LWmtxq4RqMezP9fIafysvhJRM3vMPPH94FjWfCLb7b95rzn62UeUGccJjJP9jnT0VDb86Yoz0zvtCY78riswGepuvWzFwdQXlBRuK1u/J+CYH2RZjGnyuR/wkL9h0FOT6Nxp0Bfsk1uaFg31eHGwr+ucD4Ioq5w8fqtZ2dUh/l/jnRQtKLWze85X7lePsdXh+8u04dhFvP71CCu9d1CjcU7PvS8DWH8Uo+GcBPTqRei2LzZZmql2tqCyqDOO7wi2+1V+T18lpQyWuE0dQ8KyFAYyXqe7i1wOJz4JuykDwDXqsWNSC8yBp8ay5TPxtgvC7/r9c0lgG81rP4TcEhxuuW4l4vCV9pE36JbCh75uyfWrm3CV+Jkytxfz+ly8JPIQ2+8Pdu7rXXtNFK0PaXmfN33uU4vOYYsq8JR92OXjQ70i2WlQPd3jK2I0LC1zpHnjv1V8tO94KwPruY2Tu8Znhf3VcMPyXz+FXhxu/8KlmnXjv8xH5H7wzpV4Cf+vz/1P2/w1eFe117D8G7Be3nBe+44R1ugHfXqZ8Qvglm7UsN8rU76P9E8I6/XwjeJ/IdXhAOJRp6x2kAvhG69g7vcCcwf5lsZvfCaxrLCN6uReMdGb7DO7zDa4b3QIp3eId3eId3+Mbh7QoarwA6QZTs/fsYjRcVcF+osfi+1Vr4CkzkTfUFjsJrYX6/9DiO+oBvPOb5cnuZxYrDyi3KD1uU62vspxc6w19TAfc1A5+PFvt7rfCOo79d+Nb33jv8vOHNuE6NUodq+vxFTFAHcv7f4hm7IpRveZF0qDe0QUSHcnt/bWDCRqqYdMNjuodlPQgAPeM7pc88qK7GHhEIDDB90SC4eNAx+h6B1ts2z2ZED45jtG7Nebjhm54dC+X01Z3pkeCyNUzZg813Oc/dmHL0S/EkW+u/h1u/ivAx6mM07J099BpxoQsb31E+YQvf7azNiv7c3Sq0HJ3LL7lPVvT0LW7gBjZ4/hAQEF8wFiYidv2vHO7jZW7BIwfx67cXln4Q3uW6m+AbwZRfGb4C0RP8xbSBqJzVEURomciVqdv8RwWRw2eG6DDz2rTPdBsyznDknaP1xLYIHxMhwsxpoLtyxjOJoHLsm3efeQZCu2fOd4EIZOZlzYOMHIZ9HtqLIdxgSaDmnN5r/RPoxq3b22vbjJkYWDWDot5vmPEiBA+rvpVft+aPiQAKiJz+3aXdVPjoXnDH2AnZzotDAeB5a3pozw0eYULajwfg0JyZZ2Rs/BU00Rzas1L7bse2qfQ48I3c7HNrnvee32+zHwe9jLDBogTKuAvkCsrrAQR8q4LFPe8H99rN4Kx77bP9M+GR/cn1z7BzkTZw2zu8KXgzgsaFp2MPbpyLERNFgY4Td3sgCbiMEHwIDaJYmcsYIlMa6kvxklTb7UA+bZp6y8CB745ac+89fiOT2DOFG0QrpMCtzf4DcDZrQM9hXCkJKXbPBeXuwpSm7mat6A3DGu4rA+5judxLw6QQwNOgTeo1gt2Z8ErI6L+JQERDoYEN8/8c4WKPcedM+A/VTnOYhIv+IxBomoDQ4yEm8yxQzhQdZT5y+y9d8LGOx79cBHNKc3bheXMM2xbE48OJnPfkjTJ6Yxg6kpHc7HV3v93BR3Va8qOlle5d3i3mXJZwCriwv4c4HOubA4AQkvLMEXhHSqqIHlcOx2qOxEumGPZw8YU5jVvNSxRtUv5xCw5nIlywDu936HGLH2HCCh7jeW+6eeMebdzbaZcnT9CgDrclZQgNP+zNZNp8Y/CGXKf2kUGn6dmBW82TnladHUEjcgDYP7yHEbL3O1rmL4oV5OhnEOEaVf8770lfzIkJ+WIg43CWuJq33Zvp+0PAxd6f0ndG0G0MHOV1o6QhK8RV4U+eALqma+ejArDp4wgcFq7JZ6Kazy5CEjVuFppeXHh6nivYQKPmMaI8heP79h7wCCcGuMGOmYGLppchlGcuPJVxy3ddXOEbeQ86TInR9HMg0BTavZoX5sh63LNmonBgs/76rESEbZfRMtZ8Ic/RXRYZswZrZmi0cI9wTGNbYNo+P1rQsla+PThsGT4iEG00RRm/jRjLcu7J1+gDaX/xganjiZJiArgZ3+/uQbG4GevMTbDznoeLOyWAHlIYv7cl2F10ZXSu838PROZu3SJTl3Rvd78xOtze8Abq9REOtDSEA2H1LFmDyflWZIz3rFO3w9uyaBC/mI/ni5yJrDE+j5bB05TGpDWMt2x2yweROtSaAZb2RozPPBWhaK9roe9MhDUe1FgZOOy3u6Vxy7JEp0lWH5C0saFlfO41ZZMQQ8JjXPzxitsPDwjy1ua6Yf+ecWzO5bMn7VE7EkAdi4a8dYnzWGuptIAeEOe287xPFLe1ziFgy0hl+x4SscFe53nL1a79ned+nrWFjClbNIhwiWq9s6bZWtMKTAc+UATbacI1htzs7djpHt7eCgpDjfhORxzGrm+WAb3FTUXOeMVFzjP6mh3aPPvX0eKmzTYGsOo9uWfp24AqKGy8PwWn8ji1Avw05fWz/jQ4ZD0izngvn9+h2yYDNh5kHVg0WIRDfS2IMpA63vxmgVmt1QpC1Iqh3P8jUxGqidvtK0LP5QY8mxSL7Lgx3VYtXKzh1qKRrBwpRmPTGkvoLF08cBfuLIGk1kG/ayEAj86aRM5r9/r543d4IXgzgsZT3NawrI02EHdrGAQ8g+7KVbNZNTTAI/sMaZxbTVRExFNmTNfoIBOrIdwd4wbzF7kQnUKo5wlnO48H+lpjaLQ+h8yjN+St13ERzdCE+HFLyFbzXZgIj5bhn6eW+TmiWWRhPAk8kb+uXAUj4rz2AwJTLE5NJ6a5jfn/FB+qpXxj/InApN8DuAphzpzyNGXNcN/OE891nvXUNUJd32a5N0+99nV0DufJd/k6AHsuV0zoXcRoo3rwPCFCuU8y4ZPeT1kQAFDOLwAgpLl/GgjhvDg4i9hZEwKdTrjGyRX0hgoJVzO5o0TwLKIZHuPiMKrmDHnMvigKdNyNNwZufqhxiIClrqmkGdJeYgwNQ7ehoKDFOb/q3VULz1YTbNrS41tRcWtj3ToC9yRumINP6UkJefOEp7j4+ydgfNYaS21qB8BQyVL7bifpqKU+zs9zmRzF/UT28fXj1rhyU4/xdLj7RO9t36F31WWVTGQDeV+Y8cizvy2MVbMV+J2xzdSPw553DAR2B1/GKVTcRijf9C1o4N/hZeHNuE5dBwhDH+Iine+dg057tB9ERzyILQgDpJxdp+xYHuMCzhaNGG8TLEZQGPUtyMTovE43m3MSEj+OjAW2gpl1zEVj0ZCfSogAekImSJOYwSERGc2YuLEIYYxoy3uhavZsm/oZGeOTWvvkMvdySHgkwA7Ho4DKvJo9OPXEaOVkKXyMCxby/Y+Tlg2uoFTOYAiuxWToE3xkqu4xPdKGRcMSfefZJEDO5XcOATTPnZVLNKKdkCswTdWNkgmT8zGcmS/MyZq0Zm1h0gYf/uIsBNw+WZppeDIWLX1+mfvlKoqCLUb2KDhKgTUSTvrYN0qZ+nfn8iG/LDOA67BLERaOHFn7jMYLoiV2meCXMJ2L9a87e+psh+DgyPx9gbJAwu48l+cmlNgmbandVCxxmos9RWB5fHTuN7qw27qxfHAd35n7GMRPnvAMjR8dIWlLSA7kavkRCBPFm6wakQkreqv4rgVX8INZS7HElykYtRHMu3n8gm9KopuQcJulgZETzvesbN9ENifG6xrnaxrLAN6MReMcp3I2IpNLU10N8gtC5NCZGDkAn/jBfZ4Xa2JmfF4To7KK65RW2ikXASbfzcCP0WivNXOjDhUvA4vGALEK0oyRGoa66X8HtnyDC5OjNaK2jymAY2Lo3eBkJEbxx1jXgAmZyWgeS11JoO6IIIjWbQ74JG3abkPyZaZI+LSjDSOD1Jj4sEbv9+sHd47tvuAJ7ty5mqtlat3KMrEDEqOpGYZ+vut+dbVay1yCSffGwtOEQt+96bglQYO0qfriJTSM1uZ7i2E0Ipr9hDmA5glMKOdX2m0smna6PIsGAGi3EcqayNOC8+q4vrgDxlCoOCrnlqBOaYuAT/FU3Leavpp+5f3s/kmZQR2cX69fbcls2tfWBqM5ZRIFQK/saYZb2qY6/wrPyOOdBXxjj+jzSow+wx1vz7sEvx9aGwe/8zIhmpijxgWGAJ4nfFpPNdBePXdIEGQReNODn+JDOyWs8H2Xte6YoJH2ClWLMLErfB8FfQRWED7Fh5q1Ld/8kU9DOiWxKz/Gh8O6vkTvtRAmv3guRvtn+ZKt4oLr6rmkZs0kZql23AvYcaaC24vboXMuqwJK7bUl9M/NoVN2rQiIMTT4S66/w88X3oxF42k9gMhudD26C4hAFKvbUzBMiYI4kaIIKfDr83pKmssYkkXDG+tBBmsrGDyl6FRWA0oES89jYg52+iJgXUOntd3znkoWIB/5WAQshLBjwIVIcqtJFh9WEaJ8i8Z0aB+w+YMDgef088f4oCwn6rEpI2s+4GJgO7thb34a7CsLwoQ02jSGq7niOZv51eWINK7P64Lirmx8xwvTY8evmA6es0VDP9NkmlLjWJKW9jmFqhrtu95TRMltUcE4E1YvaBBa5UFyKUn7//N6qt6TlPbBj561jwB+mMqDkev17jsWApYZa/b9JqrmA/nGrWkqygVD/PegWODy85/X9gyt2RpTPmmguRfG8Wigr1WwJIHFMK8csMaKv5AFmtpI/mGY6voHwKftsylzm/ahYdqsS6r6fWWuAtnO93br5sWO0TZiiMp1qvFk0wLEPCWLlLL0lvcngNb9sfJExbo3stKRs4+3BA3ShwWZGd7bI6O9rrXo1soBP6bu+/ixa7e4EIXU5lE8Kx4M9ryvIGAKY9fMfrhpHCBc0Lt8lVpbnnCqx57HVG5N1LiuEnO/ARmu0OklrvG+VQQhIu6/yenuHX4e8GYEjce4uAi50wQA265EhsAB2NFmZaLPTnYKSkj8+/VD6VfaJQbiKRiEzPjxmjQsayRwNP0eYN4Dtd9AIvA0ZlT9u0wbJUHjenzLSCtxDfi0PoCIs4beDHTAxO1pdDgLCnGuBMQSkrgEgNdCyKgQC2UBmgO+Xz8qQZN65vEgAuRQLRo/5HW17cRs/icGflirNix6/qu23xsEje/jh6a9TjMn328sGjKvKV2lYermgKCYnSSQpt8/rwsWlW4yNGcluJp0vV68TEXz3z1jhCBejEVD1t9ZJ33pUK2HAKwP/d4LFHtGmYC4TDmdp3QC/PH6Xe1zDsl3PRB+vFbCyxMhToTvV8XMQJ2b0yAYWa8VAetC4NOCy7q2sSLyzAiZaVxgGMA9AS4y4cqtO9yP14cch1aXiyLVRABAqwWVayJ4kyPwOnAkxEtiNKQt0YYTUesia/Bh088HhetMp5FDrV2k58xYINON9s8VvetUnFphdst9JUg/I7Dn5xQQreewKGGmKix/jqcqnOnnlBXBi4MTgXJd0lkAsGnB7oWy0FvKne9IZ43KXvH26E3+/2qtIods0Wjf//36oc0KWfyCZM3gW6XtGpS9Tvg+9nQB05QSYCglQWnK+yQWl+QpWVQKH5MzQ1ph3NIWQuPPQpwVFo7Fr7cmUzeoJABSOQOc1+r79aPjOkXud34LLkAJNpDGTwKvaSw+vB1Bw7NoGOK6RgKpA2oPSOvb2d6zxNErVBOhzItiJZgJv1NMSfP8qfWPjwA+ZUEjxlBcD0BUGTn1PQUG+zAypUZNHGOHv7N2Oz5MeBRBo/LkLug2Ygz4YT2o9VGwYqy9arKDTGgCmpuhTwlTfl4rMSgZuxigmJDk9/FDajMjVn6Yysc1TMFmVHVmUhcCTwHfi+sSt++W8cbEnHntDMFD0AP43dXfV113mS7pPSyB7R1BOU0gk8UmIhPc6wkPoY/RKPNnzPndc8uUszPJwDB0W4qLwzw5sCsgeoIJpbNXG+n3IREKMY+nPkajCA+cBFk+LWAifNKCRnad+n3WmtqxxmLR0I3nORGliTBfpwVPaybi+bkReHNSDKc3BNoWASKkBj9dF1zWuihdelumDtcAyBZAtHtNcLI51I1LlH5e62Qy87uumpNq+/A06xqYgPgwt3UaFHObXFHEtQ67Weoss9bEDGb8ugveWMvRam+WKeIk6HYhirLeEnd2mpNFyrHyxQkI0/beEEZVLBrfrx8aXNm9qc74CmpcCtvnLEOLhvkNmTnfiwPZvMbiOnXqguF/t/6ipa36taww+t5RKJXha/0Ipbn84/UXTd+Rg1szZwX5Y88QOWVLtP0noaLO0SjA38ZoiOuUFnJtDGuJTQll46UfTpB+nKngNiAt+YoUW2oMVYpGjL/3Hb5deDOOcZ+vSytACPOnntnKtrMFVkMzYm6arFMZtEWjAU4MqzW5f76mYPBrDMmiYZjDMn6gCiLNWLVGMQCxunDZ/iOy4CX9LwFPF52ec+NjOTOuBMQr4cdbBQ1Wgp0V4sRlIVt+EuKDq22LS7L8aEJmXafikqwP2uc6ziZWoGH20o3CmAdlfQmpz7gE/P6qLApa8Jozj7oC318fNoWXjiG6QXnxx5fvGiZ/BK7XAqNaOrRQsVBbX4CrQPjpesJT5v6ZzF4ToqmYBDlnRes8h2SpcIaqGQsgMffCPLmf1lhoaPP7u74CsJ561BicAEYmY/0gABH43fqxWibm7O9PSBaNInASeIJr+WrazYJxYXoNQ76eCPxhxnVNKW69cVrQt1cRCPJ51UxqZ11QzIt2vWQCfrw8NDEaa8YvQD2r8m0So5Hmh12/7xHYbHtJQdBquFcQ1jUU7T9Tsh4VgUCNm7XyR+GA9YMn6NU/rhKob+pzeKFJGiKgXKcYFEWo3/joEhvWPyRXRq436ymA5759Don+ICR8Jdby9qGEB3SMx2SK5AkjG5cqdDeCQ1TjYtQ1yE1eeMan62lsEZJXKStxikWjvb8b86foOuX9KGu1IjHsK7f76P+9/qJjguW8xCm1+cP6oOq19C5Bmt/gEb2fJgRwT583IFk0ZnyKrVX8EqfEGwQuAkGJ0RAFZ5B9q9qbqalPVBxADPr06MJ6Ch0PEWfC74y1duUUoxFC7Pf7Ldaod/im4M1YNPZiNFauzKd7vu+VtJV2YEXoNQET8Ptrr5EAMlNnzt7n64JAjCiuUy6TtT0kpkRQkyAB8KSRG7XfyqLdJsRTwOV6PMNG+XMNLeFh7p4pzKa65hU4LIQhu20Q0LpeqPlGvgdOhI9MB4XxmahaH6Tv04RwXvNw81p5wqfm+YpFI2l4RtYKGS9FwuNVZ52qbh1exi1iFO3xEfhRrDijV9T3I1Cpo8FZK+7FvZSgP83U5fn5fF18Fwh5Rp0toWGN5nUJmGy2J7Wm+lwmooj68jOh2WuU3UDEuqkzsRTGVJ2ZE1V3AKR1/d21ElgRoECEzxcVDD5tMB5oLSWsJ8q42CQGb8L5qoLB8zjlnHgwFKQPQonByHvy83VpsvascBJLaA2pwoF7AfdNnx447jiNaykpBgkV//DgPHUCpAERtEisdHt1d0Tw5uRq2LgoMXpFj7W83Auc96dC2ytCPd8iSy0Bj+vSuU6RwldWAZfcYCs9izMn/IAUi2SF1DYYuRUKz6s1ueSmjWAYlxYPjILBGwvHDv5LYws5xqj9/h/Wh2FtILEEj6wxneCX96B4MMh0rByAKbQCnKZTZh7FBTlyCra2rluj2EtbO0q7SSXLF7p97GW7XZ3kIcnSlM6WxFCJEsXS9Bipwf36m7+JGI0NYfgngdc0lgG8GYvG03VuD2ze5cFhmI5qjWuMhmf2HDxvtJE8A99ffUZjPVFDCC8APl9SwOW6Zm2h1jZo4jmwyIRGY0JJvaa1erkdYq6MREZa64eAy7kNBnfT1MFoQ6+tb3rTPwYMvNKUbwITOGtEPcQVZwIiNa5z2r+amJMvqbI+JNeZan3SBHLXf3zKjN9M+P6aiJQdVvFnja2GW6AIQOU/fdN85wYx+d35wyGf5bjUNRBiJwwGJmoJxYmSRUPtuYhkNv98WSrDoC0VLK592+u5PoQmcLXsZ+q/M57Supc5GKYmG3wz2kJczSuBsD707blrT8DVMKQUkzVJ+o8zgR8mcCB8VhZBidEoigbT/PUDdddLFhih1JTwxPphxnUNuPJIWzj4HdndquABHMJ/xSIRCRSSxP/50jOqiGn9y14ObRtAtvBNKIkARhaZEl8lVpLCqFHzALHOblP3SHR8y6G+t1nejO+Qx520u1WLvnJIVoksPFO+R4oJaSx37ZQka0i+lxQUA5xtSdaNFciBbNW1SRryWgizvD5M+HxdGit4UXhloX4k460c0pyfKCnHgILvy5w2c6sY3Py+Vrh0oNdQBI1gGHDVT+O22wg3hlYyAE5uV2ee8OP1QdGk9Nj/e/5F24YMRfBjAL6/+BZJ70KckhJCW7ojKBfsi83ytgkq+u+JSIHg368fCm5aOblTcWx5h3Re1TxlJZKej2StVj6IohiwNMa60cm7NiHD0ipchKZHsTSqtouL5DfANL/D7fCmBA0Bz8QakeIeIEjfmZkUYyHMk7rh5Bav9/IPzvmu87PiQxmnxBDqZ+X59dReWxn4fE5aw7gG8EotAjKCkpv/W5v+Y0hme4WQPMY0mfYpMTSX7JdssgoJhIZLzkNak296IGd+FHiZYzyoSCnPpbheOEQ4zgAiGt94ANWVI2tyfn9pXafWB7r9dHBaz5gJ7u/Pqs0seInmiANAK/DDuY0dsRSq0RoCxy0aDPzu/LHxWpBvs3+L37MWDJLlhVuLQmZqrT+xCISfzwseB9q9YdYp1W8SHozLmucqwslUvxmjYV2nRo85852CwU1bA6ZR5mRFKEI3ReB3ivlI+2FKlXLPS3VzyBaN319NMHgmwEXY4TR/pXK7ztRFaazrQ8D1OuUA6NqWm2Cg9FE3x8hNYgvWKC5X6e/P5wXXNTMqWePahDgUxiUJnmzPr7PWXSDpsB6LxR2EuFLpl0kYw3pNCxkWmKqgZ/dIHVumFxNad0Izbiu8raAay5L3y4FMpgU8DbduvxFIsgDQJYESXJWFr7gQPl2URUox7kUQJLiWpyKQnFJfAPCD4xJa3UtDM94LVOxf/7HNdyXlW1pvIm5jaG4BK2wjVMWQOuu/u3woAqVYSQSXxTkJ0N63+t8C8Az8sRM7x1PAJK5TDR8waDfjhMd4wvfXGg8TOaRgcKWEXDkUmil7uVioUPFjXJDShiuehVDPVqULSPWpqPJB69LX34hzEsK08CqeI1oZol0X3+HnCW9G0Dhfk4+0ZUYbn8ioDuGN4JEinfEEyIGMOgoqI57vL23gnCCy9YGahiOA83kqweApvsIwCw5oBBCU6wVzquUAhXRKO6JpEQRLwPWBwGdFUEnRgRh9AgiAroQfL4rRj7yraSfm6s7iPCoB3cQAL1zdL8q3UrLKLAnbisaMmEtAKUUUbcwPl1abtZ4ou57UfmQomxaFkATEOBN+OD/0rmhACX6lNTOeW1Nh3iXld7sH3z9VbpkYnQuAEJ1q9lb3oqO5Qo4byoyC+DlfOAkH58tcXRSVxjHmvilW/2orFMs6JNcs8yGk/sk4TolB7bTfg33VZVwx0BSXC+ns2fkqfWmCSkYoAYAI/D4rD4gZcU5uh0yE85OpozGnOB0RQjVcHxxGN59fralfH5L2fV1TSlc3daQMjanrR9fD2BUyqL6TGLBk0WACzk9zG6OB0Gadylr02m+eBzm/TtC9/uzUZr93IgeUPBsi5CApYoKap2afS9/aEspolA2Xj+ZZUnsaVKwSXXCsnUSlOZbz0lhhGJ1F1hhplCWrJU5HgvfXE+XMfL1gybPgu4DHy9xbpCAWWr8vbbGISxU0PisLhaYnHY3ixHx+PntV2NvnQEmYGQmIo3TohVl3mHgZz5kn/GBijABR1vjtJlcjtLTNjluGr5jvPz6rAGkW16mpE5pKauoBYb/GgB/jCT9IfIt+z3Gr1vFHXZwFZ9yu09QyQCIQKGuhV3cpLsi1i/KrlK797mLdwgPimpQh+qgUi/e3IGzwK/z3yuHNCBqXc2jORkXgrHyZheAeQ+BlfR3XqU7PwrmCaEBL/BZutNpNGyc01oYVhOt5Tq4oKwFi0bAaAUUMt9wgEkJCZjAy06kO+6oOv2hOcbFE1N/lxFyCwenS+qYfgoyAPcanZHuRC9NAI8qJkCICj9e5as7Fb11pY76/PNT2sqCxNXea12+Ex5AJ80L4dF5q4SNDkFOMRhI06ndRM672I5ER/xirWO3vp6fTIdcpYTasjzAHFM2VwHpCq5HkatG4XKaiqWXlOgUAl5gryuvxm3MmrhedRcPh3dKztZ0OlI/7SCk4YiB4ApqwidAnVSjPBsL6QWI00lgoAt+fq/SxLjkgNxBWJajHOWmVRShp2iVgVa5Tem9a98t4Str3eMmuU1bDPRK+dDNRMerUuon5Z5Cq+2Fe0+t5ajI9rUwtIjT7t7NoiMLb+L/Yfe3V0bDB4GeegWu1fJZ4BIWrGRifcT3/5eE69Y3rVGa8NrXaSkhpLBpIc1+SWTiM+E3goOf1Ab1FAygxQoLvnozrm7hE8YxakduhiyW97QNKXOGnyzJ0MyVzpi88N7F/rQtbz9AWiwZQrHwVv+7gO4W3wBAtCCJCcR3T6/j900N1c+OsOBBLVsabP3r02xM2smD3+475JmCeMIFrQVhxXd5qjwmPfMIPl1ocsSgAIhpcqzMtAqjB4NI8Z35jTri9ZGX0zr4jdGr323qN8P25TYiyclIATJ57J4bsxDt84/BmBI3rZS67eER415UKUXLvD254mUDqzaoJuMS5CW7jzJT+8JiYEqu4XB/QrNCFA/gxWTT4mpGJ1foA2f9yMBx5lKvrlJdxSrRA4mHBU2KowmO1Mgiyd4m1QhjhkpjuMh05GFxnavLgkh2LPQK+ykcyQEssGkGrCVxPSZOuNWbaokGZ8f/+6aEQWabko1+FLxQBVIMN9hO3qPVDEl4+PZ7c4PrEYBJoTVrgzaxTRmIlo4HdgsfHZVvQKHOUKIp8DzOyRYMbbSyQma95qtrRLEAzAevj7LpApBiNxHR2R4jyPHLS4MclFAJIjMrka6FEmKclljaYeobUY3Q6raejEeJQBQ3tIlgYYMPo2xCrsALfPz6UjEcphiIT8MepBAWnAmfA759MjEYed/Gw4DSH4lqhNf9prIzrBwJflEUjWyl10c3mm9XcJMsD0Fk0zLx06b5jsliIlZQfW0EjItR4IxaGOvXRuHSdYicEpLnv16sohGBwnM5CJPuts2hQu7cEXyg3o4Se0p67fmdqVqhq80nQCtVKNzmMcnDGmd+9rhWPuq5T6ow3cQOeNXNgiRKL9PpAiAu3Y8kWy7ikvtYHwvlpxurUZoqzMJLo7sn4Er3iYt379HRq0CXJd+QzDYM/LucWDxZhWVmKZK+LcDSMlxsIaw2ZNpa9M0/48XxqkikAiTZ7rtaC6xEYn87LtpCZ+xOr2h8/mrgFDuA5YKFrb5lodQbNe1cO+BRPjUdEBKWEHExJ0CAq8VQ2+xUMLYkngFXqcmIgBK4JPETpOHO1fAgN0d4X8q0n4Pfn1tx74QnQgoYI7vlbvwXt/DvcDm9G0OCzw2Cg4rEIAhdGE65mCFDISh8Ii/wZpYiZBgmaLe9nxPP0VJkzgnadUheRDiM9ZUK7EmjNCDugDToWzZnCGIKItKtJcR8KFZsVN6FYx5GYEML6AZjO7bdScHxkMz8mfYUrcD4PGOoBYiHOTIaDZWt62/R+yIKGID9dDTku6VuKxozFoiGIjRGX5F/exGgoJZVm1jttsewfYQYmRjylNi/nWmkXXJke0cqFFYhPlUHRGidps5kyzkLXAWsbkBj/UX7yxod8QYMJikuaaDL1e5kYabiIuvSsspJRu3SN61RArXulXWlOVSNaYOBOs54ImAzzpIA188jUbbOtGjnC0NT9kH7atdeWvqYIVUxCXukru5TwlM5vuT6lf58GbiPl/EddOwLtWlFm8D4AuCYt+yTaAXlG5nojELoI0g7ua98RRjskpjTWa/QUUuyY4Ksco6H3deciCiAsa81wtsWwMUqMhn4q4dX20RUBtCbhmfI67blOtZp0ZdVS16tVog8G121YVz3N0K2gtjK4xMk51LiMSfZWthQmQck/G9YCuD6gxGEBFa9w4FIocD0B18uUlC2KJgoOjSqznxsXwUA8cXGdatKgdwVaW++CM08l9m8TSPAPFze2QCzJjg4B63WSY8KMC88pxohDs0cfH7OVp9DFKiBJgPyTcocsdHQQIxbndN5t7ByH0LtaH0hv+2l9wKdLaxW/xrT39X5aRY0kArZYNNTeXxc06W0rvdEDRU7r29MFHX8KJBr66ammTC40fR1nnfomQDSar+nfK4c3I2jgEsp50b7XTUEaQSZC9HbgUDYiIdxcXadSZ5RNqYzrk2fXTgyENX+Gp1QVvAoa7TtpMIOhcJ91SmsZ07XaTsmvLwzVCQhPLQHdmqaQ1TF0pSZb1aHSvqwEJQeKEMTANK/Kx7sSAnFTopVwvUxdPE61aBCenuZGU2rjYw6ZdDPxiSdOWsDHySqPMwPPJUYDxqWvDEC1qaGr+ry1TR9HmfVbSP7bhIliZSJYCHrL/FnXKeLqOkVPYeg6VYtD2g9K30QsvuRomd/8jGWA4wnAItzrfRTKi58BknC1ngbzbOebgPjQPksR5UzL/hKN8PRU55Pn9K+4zwmzn2H9wKUNAHVtQrtn4oeI9QOBrsmdSQtEvjaW2/eZQLEGoh6hW8UiESlpPQkITynTk4x5RWhcp4iRQgwIVcMKYFrWomEtLkaDMZRMeED7jaF1ebnwBFwVsxfSXIvVRCwajZupAg7A9WOR0LKwohhGphIM37lOWSbSfMuFpzJPoJT1yMZDFeHnQKwzEYZxWyIoFOufHpe4TiELwk9TwxTKt/DMuQ6Hg/C50gl+YEim1ct5bmkiK8WJcdm58NzG/skrhKa/RINq4o8+2JwqaTE4t/0FSsjI38+Es1YMZVgf58Z1Cqh7RRRGVzt2bykyDeWZ8fnpVJ+TczAHTIguH+FlYSNO/MqneMLnc3VTK/syosRO1bmphzv92tKZJMS1dC+d7XqNmNN+mAxdWNAmCqCM256WxtVxzThjDon41vGFEvP3Dj8/eDOCBp1bTYUlBisHsPBYoWqtmmdG1I8OTCNnP/XGosEpEPKxz1hCnBkYw9CFc3b7WZPrDUKNr2hcLyhr7r0hq0NPkp6yG29lcoQorx8Y01O+LePaMF8XK8oFiOdqUWgaSI10YwMyATIMpkBBnADmLGi4z82Z8btM5XtKDY4IICbrw/U8Vy0TZaQr0yoMqWGevW/mkAWNhUAe4QZKECGtiTnTZu/O1YnTUpTA+uC7SXgQHkOrTXPaBoRgKoKe54Ynzm4O+UaeF5sCUdZpeiJcr/1ZkAKTlIWX5p5m3rJFI8X2ihBBeqgF1lPShBemujsD9e/9xANo6mhwSMx7fSDNQaDYMeKSoUqyTgFpXfWZLhaNQAhP9d04JSHvfG4VDZSZgGLR4Cqby71qYgVwilgfALokJsMyJmwJuGHUy7WDQobAmtc0ZPwxPaFkegKyYmRNaTWLq6JR7ADAUgQNJ9bN0eraGA0gzUnJ+sWZcVlR3NTEeqzdpAC0sV1qrzBRJ+hBPSqCEomgMSn8VuWT/BKqUibj8XVNZ5MI21mnNMkiHKM15v31AcX6pxvjCaWQXzwBuFBJiKLfl1gij9kFlIXkFIsluFgoNN7Tgr1mUhH62L/SibbUJ2GG1Vi6GA3ze4fzFN4qKCbjsOsl4evyCAF4DK6wDqSzC2LEp8mV84KJeZM9eNYeDFlQi3Oqo0Hqea9fzYNcY6r98XRpvQWuHAAp2IfKxzRFM7M1RvMOceEm6x8J3Sl0MP9UMRolY9UJNQFIvraeuBXCMp4lcZ1yXLa/GavGO9wEb0bQmM6tBC5QqldzLoDHQny222uYFzflX4aGcZ5al46QNBwkTIkh/PFDbDTAF54wf84akGvSYDbmcHFZd7TG5deCaTKhXAEShhIVGRFXwkCRc9BrFTSkXZ1AqOlSMTPhAkC7rkmawM4/rX3fzSLCxu+cgYflmrTvOmhXvmFBcj1R/cfMUYlFYz0lxjAq17kUH5ORqPnA5k+jfeWZwQ8RcQHCZxWAxzUWIWatXLgypkef+dfN69+n6Xg6x/mzEly25KNTYqAb+wcjB9lTdlNIl9cHBptUnmLRCE/AVblOaYY3FuKXiVTm/zThX09o0yQiPSvCpl7b+MCY5hqj8WIg5//jqnzj0/dN1Gbukb7Xj7Hxow8rED4rV71T3k+U1qTQ9jnFaKyPYv1o247fxexypvANsbKKprFOH1dcPwLhnKyd4v/MlNLuegZEW4FYgsEF94mVaSRYa81pyK6X0+ccO5ahsWjkMyCulkX7TOr85nXeqmy+ggBTR0MKK2p9xYUnhKuq5RLQZssRfmgUz0Zp/svYUedFvq0Gg3PbuQGmto8VIcUDAgClyuCYWjziWvWAjtawGlOzVk08EwOn1idehJu4cIlJ0hYpoAaDJwY0v2uzNkqXDIQP12LR4KdJpTpnNPjHZDu68ITQ0AfzzfkaU8JVYukI1Fcpd0G1V0IwZD/mw3HhCfFpqrRFBJlPoViuhC6uIlhll1N66q0x3fpJ/zMQP7eKhcjJrTIYi8aaY5xGLscM4HM84fzUWzQoAkHtKZ0AhSkLGsotlji5/DYWDXbOIgO8cKuAQqZpxvoUl/St2k3szDOwEmbyYzS+BYsG8+v799rhzQga4ZJ+chYq5Eg0GrYsaGzOiqOR29R0i5aTuZj46z0AS0zuFAqKFk+IQ4Zk0ciawitKka0RUfI0IhpxeCZW3U6TlpIyc/dk2vNiNHIbMifhCtC5naPdw5EJkHyLnV9d4Oc0i483YIlTXDIhv1aN88qhatc4IX86V82VWCUaHj13vxm4jYTA6WFNgsaZ3DXgmUsweHhqA0yBusVszAZQmbojMH2mbp69dcacvrUQbRFaJ+7OQrJoUHMOUn2YZNGI1yqs6e8ShtlSEqa6tlF8yYO+2b4zyRqegHnJZTFdRrHOZSKwVWgsDCrq/DYxGhMwP+y3XdwfH2L7aATCo4rJmZVF41ybkToasPFjuTH+kMfAqMHguX9Sz50eLogPjHAFYuyzTnVNy/5S81DWxjDFo09PKbbTe4IDpjOAte4NEWBY4ZFg4sEAETSQ/cPtOVeDYcUwaSYnS8LadWnNFg35W7TJ4gufrLTcZPUTdxSZV/p4re8zmj6q65QEg2fX3Px5jRLF4KXWdQqQGI3N9LHyLHzhr1V+tPfiAyMo16la/6MGVscl4aLopUVdOLtXdt3m9tKN+bQWl0O6hA5XVstwey8JGoPGzZzQw1osGtZDwdYhki8uQsXIdSrHaODcWy+mR/JdeDmf38Cgc+vG5c6T4J+FmzgtGTfPASdqcU4zFmfN12zRWLVbeM6GVqx5qPjXZp2yMT4iaDQ6DWU5LbF7k9oLwiss3ChRgbRvyOA2UW5OIValjW7rG2Ca3+F2eDOCRkIG/fVSURNJ40osSN88yL4ZPzXeX2/y8mcNbsrOkxmQzKTQEjE9Ok0yMH1YG+vEhWfMn/OBv2ZrhCGUaTgDRoNhmP3MKCS1Sb2Wka+0meYE4A8R06NCPOQr8sTXsgSDn4HpsQoGZCPhBtpAmW97W9xcOGs2Py6XrLHUGhoUiwZFVOTO2qKR/KPXEyN8VkSGRANNwzW3xaKEaeWZMZ+SoDEbi4aMK2mEkgA2PbbMm914VmHXVX22QqaC+bM79P5bTisQUpDnVKgEQDO3tUmQLRrKxYU4BXMyJUaTVVCn3mviOtUlfVIaxvWB3ew2RYDURPGBscxrvt8LRHvQEHErjAXgw0clEQSReeq5EiLOAaCPa5OtJqyM+XMVdOKShCie0pqUd+fkfhE+t24mcn8qjG4VGFNGKYVbAvDx4Yz1AyNccowGWt9sKAZj5AYiCsatWhYaqqBB2dKT95to6jknr1jrOyTWD2kjn9/vlkvv+jgYg+Bp+4xlPC88ga51DzKls2mrzjc1hDQfGoDTx0tX30QzdKvQCxscK88LThWhN7clKT7LNSfzHxNK+mB5Lv10hJHBvInmPT5ETPPavpPHLfFZ6wOn8xvr+omVnLNFY5RCXDTvHx4uxaJBRnlGgneBVtnGImj4YSYN80rA8nDNFqS0tqFPJL8NpM4Ao1g0VhDCUyiuhwLTZ6opfzNdjJL2N+NxqygEWhxWaEPeg+Fz69IKJNqVKoOr88F1j5hPKB4Hn9elsR5FZDfVSLUGBtDWgyLOHgBqPhjgU6r5A6AmWrH0hgHMsUt7rt28yzyfzLfmvRKuEqMBJVTlMX8L6vl3uBnejKARLq2E70rOgmSPzApvtCN9Gs3ilafOojHNsbjP2OCs5XStrlOZcE9PXHzoSWkPcwOpWTm82aVF4zTNLK0SEG0CzoUxliA/iukdelgd16mRUMPKosHFoqTHOmJ69PeOgvK19v9huroFiICsVYlo+m9iNDgxfNMZjTazsWiIJof6Ne3M+xPj9HBFnLPPumZSiAuilmDwSfGzup3R7xNtbDgD02P9Jve1fC8ssffpjwyaYsd48skQGRHAKblOlQBczQxD7assBHeZvJC0YqOsU61yj8EnxsOSGXFviygr4yhGY7T/eAJ+8XBus07ptdf4gYD5dG2+g1a0louFS5D79KQE/SkzHk/OGhHw8JA2bSNsJgm+Mh8E/OrhjPghgi7JojHlQMuhwCB6BWoZ2q0gbA9izjolzMj0xNB8X2HIsqBEXINLdYzVL5Zzo2HdjIPK40/yE5V+LKMfkeJDqvUCTdYpuTb6Xibguw/n0p5c0wzdqrJONe1aMP2kYoJVMLWZ/5pXLXo/mHGu0TifImbrZshICjWJ0diwwGKOVRAkapQRmg5+93BGPGUhQFuwbUIAg1MucUZwYjQ8hcPpdC3CIRH7+JDNOhTBT9FYYbrzfbGq2O+fHzfwRI7RCE/1W/dqqfDCLc5nidGo6asBVNfhjebWmArR0qUKR51LYwZbO8q6hxMDWKLJRMWlsF7zGXNvfeOlt3LIt+qYquRC2/Ihei6+CYsGv8J/rxzejKAxnX0cTUBxp4IwnjdUXwbQPEvZH7WmlpXrKRhcH0am5P4xPbVnTjQgHx/ORks3Y3pMzARdE0MjyFOnQt1071HMV7FobLpOyZwQlocr5swoVR6MVdteh4np0i5C1p+nM4PLfElKlJE7RR7fL5cnwLVCccofH4FwoTZ9e3aTo/xMeKpaY6akBWxcPDYOc4N0A+Pj6YK4cGH0xbpSvu0Uc3pbzhYNvSZm+pgbTB9CHApfzXsRmD+3FdhdgkkpmL5hIJCZwqz1al47WWJULRrzIxeNtmbK5NsoIsUDqb61xjKelOYUwgzmvqwbxiniw3ztCZZdJ3/Lqfvp5dYCCfzmwTEzdu+mb/j44ZLcjzKjnua+PhOXZCHjQJgfa8anmAUNV9gE8KuPT6WNWkej3W9MwK8fHoGHNbtO9VmnjhRtbF2nLGeRfqR002qvZivVlBma+TM3mfBW1Lix6jpVuU5Zk+/mc4mx6tx+jEVRstY0zyCnDlZjvcRk0UgdocRosKpjBGRcr3EyV8boNx8fy9hLXSGxgHOtS5BckJQm3Oy1xlAp56VYNFDcFJtlasbU0pKmDxE6nYxVAuFhrUK5fj/vP6Z09hqLBpSiaYnF8jECYuCXpzM4u06FixEY1XwlF7T0PYLnQ8N8aw5YBLi0Jh9Pl5INTzP3Rxjz9HAdb9KApL8vcUY4ZysQSbwQYfqcGHrN0JV1zxay4pEgwx4IPwCAiTF9rjhS2uNJsv71DHggdNdkXzyuM8i434qlTQSN4hKsNqKkt9X7MjyspQihXEtKi/o+MUBzVHg7/zzFdAaVBRGn2MQglrVegTmsANU932STe4efHbwZQSOcDTObf7XIMF3skTUghLa/Tto/eARcfYlL/wQsy3XoOvXLh3PjlbUiMSrMQFh71yn5Jk0MbZtNsBnnOAFlHuX8XCGsSISQKZnG58+xEmlSGnbDySVvlnRtulSLwq5pVA1ZNOUeRIWYEqOCdt3ECrFwKiqmfICb+iAxMYLTE1q/6ZMWNGq/VtvaatoBTIxfnM7gBZgeuWPyiJMVi6ckKBZXNK9BoEG+mqkbge4vCRrjZ+VTTqdrEnwyV8hADiaMbRpDEmKkfOlZx2ggJSjIUAsAUq1Cv5GogHP9kdYlphLDZq4fVnycL+1zul2TRWsL7NHlCfjNw+c6vjyGQJKSsWXqfvnhqTlrtGamW1tqTuJexE0/mFRCgHJ+U7u/engqQ9CuU1pi5sD47ekTlg/XlN1NBA0TW0tmH2nrRRMMnpmaplCdA9rnO/lbJ0FT1j+5doTOdWoSYUYxPb+an2p6WyjLkcPYRmEmHctiYTwhdTTqHgShc52Sb621Fbhp77/58GPbeZPeNiTXMaB3nQKaWKAyKP0Nxf2Ls/WQB75D5v0QukKhW0CcYicelmuzCUgEpDnNY3yICE9J0LBKp7DE8pwVNmSdAeA3p8/J4gnlTqSGWhQdoY3FufDkC9t5D2jr3S9O54Tnsw5q2nGdYjUGMt+VhI3kPnvhKcWYWYvGZ24C5Ks2CsmFiAaKAup5C6YktGmvAEK2NkyEha6u69QI1hjwtM6N9agEg6/VeijXxarIhGYOgbxPlhVRWasFT8g5ke+eJnF7qmMNp1XxNulnyEpU/R3iTjk7lcFvNKi+wzcEb0bQmC6KwDsHuFo0CB3n4YHWFG5pmBuEGjq3i2VaqzuF0nAAwHfLuXl/5YDpnJhXWlGYA+suZJkhe3oL46YsGuWeaJ0iF2ZeXKe+ezgjnFvEbgUsrdULlBiQcLXm4m0mRt4fFSyy1Y4/TpdhMCXm7DqlFHq6qjiYwUvMJt7cLCFZHVR7njzqjRkT47vljDihIlljEZly8HpYOVvaWs2TCKVdwT5UJuyIK+usBZ2N55dpdTVmiaAYwrusfdwGApgI07kymjDCt8RokKyTmuvi3rLEWhhMj1nv8Xx9XlY8zEZL68DWUdbzqzXnHIDfLI+tNp0qk9x2APxyOedPzulVIyozkYVd7TpVtH4TgNlxK8zwm9Pn0gZYuYIZBva3y2csp2u1aMDJjrUDqbbGcUpfGJdYz/z0yI2bl2gptWXUK9j3i/lJWTT6cVf3P85t9kw90Lcd1iwcMrqsU8lahq4/XUvnT+T5b4Q0YiAn9ii4MnBK+QxUBlY/n/evTkYhlr8yBCOAe8JPcmPsF6gwg81FeSkpEk5TlfhKEoTA1RIs+1BZNOR8TFMslg8PpL1fLU+gHHQermgEoiIr2OXNeG50Bqyl5hfLuaTIboajEeLG1tfaevsNdM00UQ1yfqyFOwuukJ5zsoxOibkBNCdBQ+PlCCquU82YuM86JZZX0QOc16mzHklsjbYeSlximQdTHwOc00xrkssOzuOsKDN7YV7WDi9Nc+wsVRKLYbNOlT15G9r6aaDQ9Ff075XDmxE0SoyG8aXVB5QiKQJkufPb+rNZR0TzUwlI0nB8WK7J5cQCA78+PbYIBAHTY0wE/gqEtX6IZpqqybS3CIyDwdVwNULNh58pmcanJ+XrS0LkHOKnPilcuEU48j32gJg/xXXKO0YloJuToIHiQ6z6z1onidGQGAnNJBEjEVmN/ClnNBJaoARKTTw9X3KaGL8+PYIXxvzEzbYRLfGsYjTmJzYE0zSomW1k7bFWsG3gmPlz3BZI8r0PyzUJCsgB7qKpniSVZH3ldLqWCuzShqQXnZ4Y4VoZtfIIi5veoGZLhnAypnug+GOzOZPL6YoPUzGTbXykGgz1rjj9s6nPPzhVbfbIlUia/tWpFUrCys2ZZrFoBML8ec1DTgGZNNVMbs1naEbXlPQorify3PIJ3z1cEC4MjiG7JaSxrZ55NjMv0p0wJtqiMQT97TnGS5iR6XFNrlPSLkwwOFeLnGZ8fjk9wRZJlSGPaxfVZ5L1oM06JcHgzfNzxf/V9Uh9k5n/sgcEl4TW6BAlHXpObztiNvX0i/tIE7fgZf4rL/uf77U9go+nSxHKrZsn8pzQKSYlVmzpozCgZZ4MIwr13K/mx6TZRhujJMKSxqN62BeeEC5cXKDqi6YvAn69PEJU34HahBzlOQOlTU3r87Ny6RKTVWWNLX4ogkbZbLWpIBaNJ9Op4f00nZum2D8P5NpBsdIXNjyEA8yEyzql1P3qmk7SgIwDJBi8ND+ZcTLwsFya9LbJeKpjFfOczGt5Tq4til5KH8ktvKWBkg0uFOKrP4h29/s7fJvwZgSN6ax8ox3s3OR814y6fmaE1Z1CUwIar185pBSXyOoIYpy0RUO/x0mrKoeROPn2zo9rYrCz2w+h19JsGViKRhwozPaU/f61P3ejgeLU6K+WR0yPV9Oe00l+R/oK1zT/xR3Dcr9OIySI1vJ4zLW4Wm7ml9NT0tBkU7Be37DEHKNR2xDCIaZzzFyC7IFEjJeT49PsgTBEGUmGiZMryMyYH6PK4lVfOc3XWkfjSWmdnP3V4GLRMB2E+XP7DSIQWPgwX/t5jtm8bYIGPyzXLkajuk5xiRsCei0bInrhjFDOw7SsSfPf3Pc388OiBQ3032UZSsPAtFmn2jFxYPzB3LrNsAiZDvPzm6X1faQIzI+KAZqS1YyFGVcWjaThbPuX+5rRLeeSuHP/+RPzj/jF6YxwzfzwPT4ILIqYY4+n9UznaJL0to9rTbmNzFSIp2U+A1pQlmn/1fRYMgmR7IcB2GrjBcy4JY2mzTolmem0RcOTPZmA/8/y+/yH6kYUO8gMXRZAmv1mh28YzxVJq1vaY1QB3OCAgodlj+9mnbLMW8rq9TD1ZxwTJ397SkL+dO7HTpwtno4Wu3xPxnF/YvmUGE6gsdTKONoYjVpcsYvR0GCSp/xqeSxCaaMkZB9/dqBoJUkRgsgpG9IZiNzGRCRlTYtLNK6nkKzSuwkMct/T3LpOJct9jdHwrFNuXRlOgu7lmrOrQe9LCQaP9pWCs1KMhhoaC25v+Qn7XcTi9tQO6GG5tPuLgGWuyWOkzQtPoBVYTPFTqdnyLmj8POHNCBpkvSwKAtfIkIrmaoSzWvN8uejUeTANsMPoUcqYNJ3bdwUh/3r+3JznyAHhaS2uU2Htkbke414ebkFInd+/Rqj5VSbgN6dHBC1oEIZaPKAiqXDxsk4NXyv3R65TZWwZMX0XzhlptfMrZn+Kdf21pk6yTtEcM5EV7jnn9g99MK3LjKm/Q4jJFWRmhCcvRoNxmpP2h2IScIJZw+YNg3wnx7d1BOHztX6TasMK0A+TidHgTFCmPvD8Yb6iqUwNyQ4GTOdYNdiGjxeLW8NQGQZsWdbiC26nwF57WK7JkmXvOQd3Mxha9rqpDP4n5h9VOk7Vh3W1IeC3y6fk/pEZV4o19iZZzGLWHAPhqZ4fDsn6WJgsg4qKsJPlc8lK02jvCfiD6Qf88vSUXD8idQIemz1UNbz5Gaiq3WZNtph+sWiEPKbpaW0sGBE6sw9VYaY0kH6k8yu+4NuIIe2jek7LN5JiEDnjSilLwPk/7V4p3RhmS1s1/9v598mtr3xCnZiVUzC8uCDZjIEa19vvWrPQLZ1S5CbFuP42V0PvzRHV82sF7++WcxXK1bdS4FTUDUlLHS7cuU6BE8NYCgp6cTPZRe6X0yOWHHQeLhvraBRLkQl6eO4WyDTo1/MjdIYu627kQj0q7nUguXaGS4+v589X1ypMnFxgQejo92gMTL5FI3JIhTfNtwwVm9Ikp1S21v221LcxvANYWZLEgqae+TBfS4yGKMhq8c86tmVeOzQrVnHK3wokHD0pGliUhyLAHKRjrw2IX9+/1w5vRtCYLuwiaF0ZnBTy1+At5OF0z+rlawyNtoAJ+DBdMT0qAqHg1/NjEz+xIiA8XZNSIls0GnOwIFR7iEuf3DAOyaLBDfNamBId9MapvV/Nj6CztWj4E1F8iwl+etsNEMQkDMSe/+uHcEGXHjJ/xzTHxGN0MRooCDHMEZMmMlnQ6OZEges2lYn3L6enFOT7FJt35Z3TlBA1rcD0VDkz9ysP9DuC8HipFpWNti0TIvdmid1Q8yo1S/RzIrgkRrM+3Ljp5f+GexO58GIuxjWJKrxknVJyICei+HG65PZcbmw3aHaYtjIAv51+7K4XQcwwhL+erUWDm3UNWdDgANCjETSm2MSPafjN9Cm1Z2+b+fvt9Am/XJ7SHudt4aC8Zj5d+NxWNzFuR9eHmfO80NOlMtCcFQVNatOajlQL8N+Fp+zvvq0YqZ078mRoXZeS2xY3Fo2m+ra0MWJ4CPhv5h+6yzXoNlQNcWAg7OMpYcJitmikeICKN9x31GUmDEzIPiQff8Z38xkfpt5CS4FLIpBlWdM+NDQFSBYNUlmxOnelDL+ZPifrB9DGDXBd87I1NV3kCeHafz87gk1ys+NNuiCZHz3Q9Fc06MSZtl5apQQTEJ7WEgyeUE1teJpimkN9fqn9aYc4hegKJqLoaZUE25mYmAnrGpp6Mel6+i6xHkq8X3OctRUuz4conDS0rlNZ8HTowsnE+TGlax5pCSuw5KxT8qwIIN8C0/wOt8ObETQ2NSwCgnhulbSPvKAYstIXAafpiunsIG5OLgVNIBgT6Cm7Tulg8EANUtp2napa6pKubnC6SzB4Jsq/nJ6Ac8Ichek7YNGga2wJSVSEB4ZxyyDI34NU2TtraDgzKgMf52lKDGu4WstBSllJzJimmLRZ6r2Hae3HdeC0hMD41fQITIxwrsymtqQsU/J5psgI59hb1eRXR0iYB0TeA3o8Jt0JkdAZXIiTm5YlPB/nS2bq6rU1u7jRxbFoKK0zGI3gDNS1J04F+Gx+9xE8TFc8hOcFg49fAn4bPuXxoQo7cMZG6ZwC9SxQTAyKuAqGiRFysCSdL9XLJiDvPX8Yv82Chg74k/S2WjH/6/CIX0xnhCtXi8Ymo94yRsk6WBUDjsdifVwJClLgtHz346W4BJXnIzdCSaPJzF3+IkiMRvq7KYRpcKaXwpSZurO/asVRxrVJGWHGR/X5pk21B4r1005KGXBtyJ12I8BZAUzOhX7miBeQfMCegPPdfK5nRTHAlAVdpoSTwsWR4Djhh1IE1kmQIdbKX4fP+CAWjYEHgYxZX1+Z+ufdb2V8Nz01BWnF3ai0vzFxTSp2M2ViVYnczmd47C0aQhenKYIoKzHVfXcIeQ/O09oIGsRZ6DZ4Vo/PW1/i5Oq7rqFzC+YYqoXSGwfQFSUmztkbm5gl7pQWxMCireq5kUZIkWtz4m208CZ7P4DbRDYytveCfT9LeDOCBl25JZKZFmsNVSFMg+JJ8eB0NedbHaaY7NvNvVNYu0xOwoD/MgsaXN4PoPOlBjIPkIn2I970GsntBMNQkj3wOevUL6enpLWU92nDBMrqmZWL1rYy3NT+dOCQzy3EogGAYHmQpI1TrlOl3cz4ICZBYzpXIssEfNCpUxXD78UY1AcJ0xTTus0RU3Zzs7AEsWi0wkhtx/9OYeqO1NEAAHo6H3J5/ThdOtcPcE1BKGbzZIG7NJWpiVMOeiYgnFvXGV0wr9TRcK2Kaf+fprX46peh5PNTebr0/nfzObncQO6P54QBdx2Gz1Ni3vtx+rP5m+lTcbNiSh1qF6lpXpOLShY0aoN574kSJDMjYvX57fSpTfLg+YAQ8KvwiF8tj8lViCkHWqJTQACGcTeMxtHMOQWM8EDnS8OQ26xpGt/qMXwXhHnckHBsv+hRR1FsMEpq3dIfodHKk/gHNkK+QnsE/DZoZ/p8WVtkojDsrQAzEjYEUoxGbW/IFKpvVeZq/7kRcDrfH6dLN7dEXAT/h+XaKeNSxW9ONGpAE3U/v5o+F2utKHbM9LqfETm4Fo3yYBYkOO91sf7YvTRK9NDS4xbPUbG2pDHYUdDTZYg75lwYMxxxncqwTBHhHDvaxoEwwa8MngbSt5Vq2VCnRJPfdDxfk9WJzL8MH6Y2RqPgBNP35NRy+uDEAD1M13ZuWGXEchRmN+7snw74Ff575fBmBI0QD6xG0RoeW7mCgBxztsck29zqTMBDuIIuPbNJzPhA597F4XItGjYafNMRK0MdhOGVtXkbLS3+bnoCrkdUT7mv3BBdU5DwrYjkkKDBwEIrOuqeiUgI2aIhU6xcwuSVaYqgKzdMhjUFHwUixge6gAKDLms3n0BtmyI3a+9+r3n3FtcpKKbW9S7K104hEYk2uJIHBOUy9KWny4o9g0vHJ6m/H+ZrcZ3yX66/nqY1rbv32C1asbwPVkPUfxXO/noYwZIpa+T1I2ZdQ2CESSqDGdcp4qG19TvVblNHw4znO7riu3DO1oPxp26CYt4Py2Ra0ACAy7VNb2utD1aYyR19oAtAvkVyCJpRTdJZc7txhc1due5JAyE1MbVrGbeFWkeE8tg3Bu9tI2X5SXhqwMizwgtW+7vTh8DH6ZIykWXQleCl3yVE0Mq1XdX+FCIoOG6DyEId6jqecj+Do5lfctZq9dfGwnfhySgejlt4GzDdSYY0WxwxCRrOO5xiGwnwxz6AOcT2vOf5a2I0DvMfNelBvZYmpwj1ZO4JaAVm3g8PoRcWPHpTUtMqOE3Xbm+cwtoJkEl4RWd1lXjMd9epnye8GUGDrnyIbxzyOLzzwF67bBjJ/PscVtDFR5YfjE/FygG4KuLHvoLr0BCFSPKYedXjZUqEhK8tBRnOV5O+kVuEc4Qb0vO9g30Wug7TQ04hadX0eIrmKzcbiBEMsTht2PIFoXoZOQIxPoQkaOCqOZ36zCxSFwO4xk3B0N66RdDgy+UQ17ioydEBiZ61arFERjEadI1lvCVLUwZb68DbAjO1mW0oDcL9hFO4YjHuIBqOWH2GqW4J+NDkZR0XXwPVc1o06hG9oJEDhlkJfyJojBiVX1C22FgZmlqG/RchJoVFrgPk1vuwyoNGc9rn62/AmcpoGRoAfL12Y60WzPRDFxaTPXDytBCD5Yta5boBRYOr2mssDyPBDXVvfmf2kM10tDfW8TeQ6n88jnuBjfD0EK6+UE5cMhNNIbu3eucyxM61q+800YcSo2H29PDzMv7oXFs9oLRX5NOO4MKthCh1b3Jy3/LO4drPm7Q5hYS7h/ElTV9UlDlh7em9N7d76W0BJIvG2s6FF1PYAaHbn5IWuyJxGRvVZ1lljlN9noKZJ8q8zdVRfsT9Qovv8PMCm0zyZwsj7X/zzC3ChMEMw6DoTgPZvjcRg1aVE1TBB7r071+v2Q2FO+Q9tL5vEHFhFKJ9pvg3V6L4IVxusmjUtvjQ/NuxDmM0QA2xdhmVDFO2aHT9C+ObEScZIjuH+xBhyBaNUNZ1cZ9JilAGxf088B2MmF4LB9dqtkQij2PSWWwyeGkyV6nXEuPm+Kvrl+rGELCR22La3PXGQnFo0bDfcSswAQ+e0Aon9zuyRt72eZV6GUAIOSkAAYg1va0weiNB48OB70sKAErCbfQZxZvgVkUKK5cuR9CwAo5kqNKw0LW4aNzLcFvhC0gCX1M0bqcN2/UHmvwHS6f5PeKqsmN0CFfc/5o+dF9bQp4DnYJjR1Gx0NozrVnmojy+U1ixRgZZYpEVI0c8tj7QtSYG8FJZ2zHrNgfotrOohosgkra9g9PX0UJFFygmrX8z7rNR1iiuucQmDc6v9/2F1ligPhjca6dRkollys4dK7qe37FFB2Xu9act1Kcw7gQY+LRxCT0NnkPs6G7jTmkE4m/BBQjAjWbfrwCvaSwDeDsWjYEWvQl20lqmL7B2fYG6HGyVz21zmzMDrf5eEcCx1ZK7VWEPQpObvx1WD5RdlDg2144AMQ8JyUtAMZ871FBXKu/HJa8x2gq8rXb9kIZIwSTFiFa/YF4ZUwTgaLe24CaLxsG2J4xz5HeEpxwS5+E1Hib4HsxHU/dyEo4OpbYcwF7hvtMNvvALXftUlJohgQqCdzSk4/MmiEFd9hgRyNmUv9tnRj7mFt88B5gArGvzLSXZww6Cmqz/5g7ctcdEELHLvtHvkgWNsTaerPx7CEYKFG9cXd83ZypJe8PNkkfVipBiRcYM85EaK6XgJ4xixyJB8w0rb2TGs2M5pOe/HVKMZj8ItoogPZbs/nOLq2ZIrg19P4OP2psXzzVXrnW4YkcJNDvCwi4McI5cu0UIe4efL7wZQWOP0f0S6OvIYQoUN4Sg8aC3mr7pEN/CQCO6SPKnhokGwo+ijdvzhW4eRikc94CIEzEkDF3EGv/UL5llY4NIboEwhr52baPNrbSSItRu9NsVxNuAWwoX3gzENyFGK/AkS1W9FlruWz2Y916+Zj9pKEiZmLAJKQC8WZo75ufZGNDDDQeGsbWntmrpbA34FuZ11E7Y2AVe/M5e5tkmBkp3/xN6kQgzmhhguOt1lJ4E2nZ/ig5TXEDjwdEzZHD9UfDaO7o3Ig8F5XJ1j7dQ7wdHMNmrl7EJ3CpRjyZQAe5XhHt4emiJ8ejb62Mh3uELw5txnfop4JZDf0Ojhx7bUdjeDWwQx7tm4h1ePfwUpuX3NI378BOa/I+grfAV8+B8yZ4mirjwjhvYS8O3uP0HfPEReKeDbwhu9HD44vCaxjKAt2PR+JLwhfwMJZ1ug8NuKNh0D9RMWv59KtGLz+ikKXj2fOvLyqF3/7pjWEfAEpRvwD2ywJ67EJDiX/b8xY+m1+1ftO0cfNwZT5sl6oA2NMMhy+VLLOq9c1TGsPP3wfea733mkKLE4jhAjPtwE2e3lS/krtpAF9S2/Xi8BZk/d72Bu77fTYxmhr1pFfpS0JhsXmhhjyyHemblAwHmo4yRQ6vKT4/wX0SoeY2C0Ssc0ju8DLwdQSPUINyjsGZsKe+sQhBHoJGcBCyjJQYlex63N9qgK3J/b7q61+x5I4IRH2RbDbmDaUdjJu94DMnet7AEf6cHu8KHe30a0MzXoXks67i/FsxU661sbZayEZxnuO69W6HsuQlAGAfTb73rwq6zMGp0qb11cLPqTEESYL4l1KygcdsHMFtEda+xNXKaempy/lHPvy1YeESIS+M6vq4r2sDUkZC0mkPgBf7eBLabW3QBL8CHSbYzr61V9shBPDxq/8g4o/WJ8bf382XKW6hwg4e9w3bbGW7OjxRry5diwbf5AqdnolHsiJvaFv64a1/k/izoWiZubSvBIeWF9nYXIzNQnonwLAUB9fRtosM798NhHOKAFyPRtp0P1E/JzNs9Yty+3uHnC++uUxqcPe/hjBokTAjCYKmXmRJBvMZpX2vGYchMJUaqNp2qliqNM/nBoc+G8k35T1LEMPjUlqZQxtjxOZYBdYSWPQFIM4WWUESEhjFJVYvtGPy54qm3hth+gZ6w1Nz2rTa9SeNKtM+EBCq8Z1NB9YBloRsrU9oqDHBIe8W3BqT5s8T/wvNdxK4wtnvCKFQK2COGhY0q4TFXh48gXxu+00EURUCsZ1e/IdpQnSEl7e0+a9LKAVczbxyqkNCm2PT3m8f8aqsNM+HCxplHGDykeA4O6dpqzyBTIei7sUc769J8uv0Mkn013rcdQyRC9cDaEPM56ALX83l/AbmmHY4+g1IZefA59/JIUkSRuc7nrgJIFAiOkkaulOKMWhBjo1gRHYjpbpg1MV+u9SXGSpqiwOjWql6ggpvc7ty+dWdJAVHPlVb+NSmNCWjK0zhCRKJrfQ0PKS4KKAt+GYb6fvnlCMrUZMJJk0wMnDHl++M27qILGddxbOdndHga2fOl+AuVNaEIpVz3iy3u+apB8WSvAl7TWAbwZiwaN7l7FEQWmoOWNJo+s5peUxpSzXzkM3XLoSVOSDXG0B7Al3BdMuClsGvyzQeqgsY0JUbCEpN5rrXwdNBjuaYY9pCIRalInu+13jDcmLBXroWJVoWgiIEzT31hQ0tk7HxlQlO4fPlcZ17LOLw5L8JNkGa3LV96XAG91YEFEQd3v4w0V5Yh4IDybZZJ87SAxMCFp97aQe0zo+8R7R+rudZMbdQaQc0seeeiPMfVSqLpUr5/4QnXGNqBqf27l3XlGmuF5lXmO++pJmFtHq/rOpTn87wai55Z15IdZjqIcjODWNY7Es5wBERODHHzHreCtygrnmVtMAJBtxXk227pQykOCAlHlP2r1k7Xc5GaH2WfSX9ev4bJBo7RAc54/II2QxhP9d2uPsMdFbtdcPZsY1FQeFQYZfu8beISJ18BxMfmRmqeUO5/hSMoZPyRBmcYclOHoS/Y15+JinPVs/msSQa3NYY+9kR906MVzO1zef7suYjCSLKzrp4BJQsOHG7fBuW84phF48JZN7zVj8MIX3lCk52bzLrIqxs0bgSuVaLBw/29FaHP5vgNMMzvcB+8HUEjbGsCVqbuPBXtQSFybRsdMlRZO5JFIzGc7uEVhhIEBEfbnpHqulYmd0XITHp+hO5AbAMQwiAMkSaqTABPmXHMyInNd9E8J7chT81Y3s9MyqwsPQfGn9oNkGIfnZuLaLnUOiEqAmD6kMq4AIrm2SJdYWi0ybkhntKoYuiTljIR4hAiMLCWaO0NTz5DvKW5Gq17YgjSWONMwDS503s2xFksRI9xaZjpIgDsrNEqmtSB6xRQ52vTeqTWJYJKlXDv/Fw5MRlrrEz1aK36wShtqGJ2pXhZYprqs9LWRVxGDHO3gnCOxjhsNaHSnrcmuj2uc3XhUIQ1ZuCRF1cou0DOZv02+bA1W22O6DiCZe5NPyL8Dud2mjo3oFG/ZT/kdsnm5s/tlPgr3WWkct5HwpPHtLnFTUfbhIEL1/0AoFcW5b1GkDPJ3f7v3MDkbKt1TuNQ86oUXaUrxbiVMWTrcpvVLO9/ZbkoFuA9XEutgNd8ezlXeR+YVNQjjTwxgCnTDDnfwcGLjmKAolyv11YOpXjgJYasZOo3GRPwxGMLAckcTdSdZ7FopLFP+WGUsYf8dxwhpxEoJt+798iLez+qfabpguc2ajNcAQkHXGOinyRWjS2BdgMS+ou7+HUEjTdCxktFgfRew+9nC2/HdUoIwbFHAVRfVDkIK0JbXRZKQw802qQVAZc4VQbYkeprIwRSFZdFCycWjeo6FQriZSJQUSeT3+4OyKNFAEBW4jBXTRlnrY/wptPUfQ8xA4sqTEeV0AkDyiELcgxgrowuZ6KxZe1hJMZSLBpnnpubZ54agSLlRDfEg1LF5MI7i+Z0PhD8HPM3qnFK8i8O9V1hHmImhnvWJybKhOuqL2YmZ0YgxoGSdG2bsldmAKEnwpQF2KIlVrefeMZitbje2PNZarawrDOlP/T6FyaJUc8TyWGpDGfTFgCe+zkU94iVKQkaTOlM2kmejHuCWeKYia/sqcjZhS3PyZlDdZspgkwQ76BmrCsHXKxFYwrFGpHOVXJforDDrOt2ob4hEh7jUlzyynMAVpZaKGlurtqdhAOwZleQAzyRtkjVi+nHCpnrer2ep/RtGje0/thO55y+68xTPi9mApCtOg0Ort8iOg2Z594dhXVT+eL422WvFouGfV/Ne1vd+waki9Z1Ssa0VaeC83+J8a20hqniZSblCmiOwzWGXqWY+5c18pQterxlrEG5K+k9xklRkb5HfYvGC0BK+3wgTqnMkaG1SYmTGegY8Mincn/NCiZhXn80gjnpfZnbjlNItFdPDROonBlDR7QCTlvWt+iX2isyEKuwFMt8eYectLeZLkxh0FfBs+17kTMvEvP8ZMsLB0d4LkPc39NkPssFs+9k7mWvFosyepr9akGEztcCr2ksA3g7Fo1JMRLdzda/VQ7ZyiEdaqrPiDYlv9YwzqSQ/IUnXNasvWwIqDLnZ4bJU6uJKwuvOjaBsnsCQ0yftMFMbc7H6FlBwkExgAGIGcFSdntqGBIG+GGphMuMibPrlWiCeJkq0z7B/X6gWhWQmUIpYK3N5cTAI5+yAJjfQ3WzSg+h0bQm60i6HhflMkO1zfps8m2lqDQvzLWCLLV4PUYqLnbd+ui2hYGd67P6mTNPRVN6FJipuNrFmVLcjCZomUmvDEH7/qf11Lh9eQTIaoqL1SdmIuxv50Js0xlUxFrPnSLIKwfwzKVNbxyPcUlnjNBYlUjtX/uuEO/IlN69pr8TAY+FeX3SVp883qtRPEh/F57xtM5lPgCAPa0tA5jnel1+kB+7cMkCdBo44RM/FCZDt/Go3eyiMJZKIBEt92AvHdNkKgHag/xtXlyNxjU6kFdiTC5IgkaKMckP5nZWcX9RWn7BScMYHva/Sc5ZV9Bw0MYjC85KDxQcpr+Z89gc5rlYie0eFGGp0T7LIM2YZZmLpVkVEST0lvqIjKvqeRB8KThS49W2s/ZnseqCwFnhxYGS8Bdidw7E4iaKfhHUeaKikBHFXKkE3wk7qa2Cw7XFlykpYLL167oGPInwXcZbz/2P8WGswOLMaM+kXEyTRbi46WbBLoW6yR6odDGqa9q9z1Us5j4DxokIPsWHdh0UUN5rZ40TpFmiavkEqptbhqJUuap9ZwT75KrcW76GQeY7KKMuWV0/YlECclGAFEs4kL0Qttt9h28T7hY0/q//6//C3/t7fw//0//0P+H/+X/+HwDAv/pX/wr/x//xf7zY4F4SPKZPg01px5QQ6qRMxBeeqnsFNPKnWuGb5dkZ5zVplIUgNtoVrgevCEHNgBNS4bX6kUcOxXQrbe5WBhe8u/GMRiaizYNobjLTynMuIDbPNTuJhtMCiOtOg8BQmYL8dxI0Up8c2N+FZqmuUTOFU/PcJWtEq0UjEwqD+OXPxkVnosrQu4y1EjSmyqRU1ykjVGVCNYeYiWT/abp/niuTWH2xCY+8pDYMDIN5M3GOmamMCzJT2z5GzK3rFNfxfF5Pvc+zYy2zXikrQtIeh1Dvqf0uLnVJGa+E1NGelDFN2bJmn+fE9D/FGdfVMPSZIPPkx7ikOUhjEosGU2L+ylln4JFnSDFNYS6e1jm5+Oj4pbz/Hq/GODxrt5e0LsQA5tbKFDWhVc9TZtzmcvgJP8aH9rxL/wipmCYlZceVp2J5ECFQtLNblkNh/hrhr1GKtC4zpLX6mSnTFr4V1RrrAgOI2XpnLRq5nQtPmEMs+2rNSgK2YzV7SYTqe2oZie/4I0vsXb6umPoo6mAgC0n+3HpWFnmXOcU+CG0auegX1xnmaqnL+4aV221Eco1RhkKAgac49wqgejuNE0Z5pB6QJBOyh6rwV8dHkVvXH9kjsZ7h9Byyu6jpxq4ftxYFoZcFtwK4rBMeeW6HLN5uRPg+fvT3tIwjK9C6vjNeSNYX7a2gLP2oNKB5v1MuyOZpLzcu2aIA4mVTEEnKx3mfj8kQ1L64rFOxbBInodNdb6dvOx7frZJavLTRngivYBQFXqHZ7/CzhLsEjX/7b/8t/sJf+Av49//+3+Nf/It/gR9++AEA8L/9b/8b/sE/+AcvOsCXghIjMDjEOquR/HLhCZMiABeeME2V0IovJy9i0UARCs484ekyQ9xIOuSRiVnMFg3NQAgivPAMvoSCPC88pcBz+Q7yP6czw8uHDRiNgoy5Zi2KU87okwmDKMExT4kBVGZ2YiA+LEjpBo22hLMWTFyUGIinxAgFYiD4WkZZEzDAETjHCeGSCMiTNtEz8BSXhgES64eYhe38C0FmAuIpE66gPkaPQTQvxoxeEPrEDeO5rlTM20OttgydCHG2mYRQ1n5yBI30sn+5ZBYBsD5QZWrN8498agiaaLJ+XE94inOZg82UiR7hnnLSAKtxy3xRsmhwEZDbh6qWG5yFl9Oa1i4wbIKBaww4xxmXdUKYqna1JGTwGD+uP68ccFkDQo76lrOemHXgRz5Vhi4L1ldj0ZSxnHnC5/PSdjVXX27mGjvD81StpFvAJiYjAt+vHxrFB5DG+sgTFrqmcWWLRhE0QEWT2Yzbzg21SgurFEFMbU1T2pMdA88AL/MuRWmE6jwNj3HJ1qS0/oEYNNXnNBNeNN0ByoI2Fiibv13GSj3EKAIAReBTFjaLgD21zJtYz1K7G4os0+/KSXnE6n5ZV4dOsJxrTvuqXA+EqJRUkfu1JgbORdBw2i3WBI0D0XzjNYakbGGA5+SyOE9rIxgRV428xrfESejnkBnziC5Go2T2U8MTxrMRSjKjfZrXdB6vEz6tD82eIhXT+P9df+nH6CHP/5S+B1P7QIyEsCL1Lzg002s9/1HmcFJxfg5o6x2ALCzW+RH8+aNn0dCCSkw4YdroKz1L0Kj7Eiec10Q/KStDKVRlZfke1PXfi/3cld+L8KEtUjnOLaYxFQuLEkK/CSh06hX9e+Vwl6Dxd//u38U//If/EP/6X/9rnE7VR/K//+//e/y7f/fvXmxwLwnxgC9+YQLzul1i1aYlbUpIfwtfyRWRAkh+nRnJXXgubh3NgS4HOzG7EdRqw7gS4QuLFiLdW8WiEZR5ekN42gVngxbt/VyZZw5JQz5RTOlgsxVCazDihxng7CdsCJD2JaaYBA1QZmRnpSUqBNPQfyZc4oSQQxke49JkCPoUT0WrKM9r7QjnNdDBcSK8yb6wdFgggiC+pKmNaqIGAJq4amQY4JwJZZ7WSsBMwzqLFc9pT2mE3zGZCmqAdntPCJa4Tq2nRCS1q4v02whq5X3Gj9dk0WjoHLXPRSvdKkLJUyhMuSWEJcBS7VerURNNvnxLWGJ1naJ2v13jhM/rgut1auNhRKM5e6tZQVynijterK5T4Op2kdY9jeG8zkXRoJmPC8+4XIuzfO6/WlSS33/ueJkd14fWUsUMUEyWpyUPkFbC9/FD57pDivkQi8YaQ2GwVq7+5nIGdumSd5+p4j8Vf9Nsx3lqBM1yJmyHCgciJkGtE6DyPItFQ3DKhSeElYoCp3lHfgoOVfPEqIJUmWuLk4FiZRBhE0BhgFjF/WirZOdGpAY0conrXad0MDia+ZO5EloTwNVSPLWCFq1I6VrVWXla5xJfqF2qGO3apH3e4xURdOQsRKZGWBaFVGGUA4DszlNoSV6/sKK4i25BZEJYubEiJQXMVCwa6zXgUzw1Fp2SWYmA360fxwktOM1dXIT+pv3GTFjXALqmM5iUNShr3cQuFmmqKsoI23yfdZOt88z4Yf1Qx+q0QZxoX2PpLoKi4Bq1L1H36uU6IVyrS1hS8tWxusvhnRU7IPdyeyj1q+KiHjVekjE4MTHv8POAuwSN//gf/yP+x//xf+yu/8k/+SfxX//rf332oL4E8ESbmoC1IRzpl0smgKzN+J5FIyNO4kqUHnnB+Vx9j4tQAEVAOPVbajno85mZTbpUSf/CUwoyFUbfy1Z1eELqr8WvVmnOYmbUKP9ekuosM2hqCSsxsH6cS4xGum8ElUykiYH1oRIamrgybgbKmnAyk4dzuv4U22BwQb7CuEZQEkp0uypGJGatCghYs0XD+jo3xaoUkS1rGDPBV/tBiM+FZyy5zWDarIxD2pNaAE6MdurrMS6YKLoIfkTI0vqltteHvFaGsUyM6dwIaqLJ+uHygHOspvlg+xdiazPBILuzTAFx4uILXoXn6tJVzqAiprIvSh78vI+WZU2ChmUoOVkXPq8L1mvApPejvK+DsblOWvLjZqwxJCEl76kLTziFFcjCxScRNLgyF+fYWjRlLOmst65T2nUrrUso1s/OUuUy9mkM4jpFV8Lvrt8VgSL1nZQVj3FJFo2QGIlznFp//GtWVuzQ8MJD2fPIiskz+x1Qlsdl6ph/jWc0DmRpd00WttO8ZhyUvy1bNK5xSgqO3ObKiQkU/CdtWrzeBJ3KNBM3wbzAYEryu5/iQ5rvwmSiMPna+hYC98kHdJ/W+psZYo55bxDqujptlLpAjN6iMVeXv8aioWIJHtc5W4Zqe0kpYgUdZIGe81yn77tKxr/c54UnLNmiIUoWxKTwKdMnTcfqnhTzPpLEIKzGo/EFAUVZpBl7UcA8zMl6t14Dfrw+qJjKbNHIbf//Lr9ocKiOD6I8rjULGs3yx0Q/NG0vgt5MxaVyjaHsCysodxbfPH65p+NOZK9+nwUNi985TyjF5FIr+MOj/NXNrl675mQVdEH5rs6ikeePqXcls4fEKjcNqmh+adriOvcXVsIc5ax/KifKO/y84C5B47e//S3+y3/5L931P/qjP8Kf/tN/+tmD+hLQBfIpIGE+hcjlg3ThKRH6fFgKglWCRiKwYtFIB4cpMYrrVbmu2MNbGKrQMmWq3QtPSdCQzDgg8DQ1fu5aQNmSOdwUgMKDO0yFEOSEkIF4YgTE1L8NxGRg/ZDM68xtZpriejVnhjIy4pKy9wSKoDk2DIgehzCFYMIlBkxW0KDU/ud1wTxVTWsKfKtIrnOdYnGdIsSFKjGy1iFBjKJ50aENmiHSTMSqCPHsxwnoWgBxCUZDJcLAKEZDtWf2VGRKMT0MxBPA09QF7xIDn9bWRC8MxafLKWUn0VPg7V3TXtI+oggFZIiQuGgQa9cp1b4avxCoFQGn5Zrz3Pd74xoDHq8L1rXGDTBXH3VhCFzgnPLx2rpOydmmHA8hz3JmlIqFs/iN13MazypIF2ldm9gnmYvFTxBhz78IMNWiAfywPhQXozLHESlIHNkqtyZLjXZxKm4gHQPhIIzRWovwN61ljOXD1LexOg9eitke1yRXyNkwalNWVkRQY0UpvtyiwHHju6gR6iteT/9txu4ARYEke0D787fB7OkbRNDZkeMKXGKyaOisRdPIKpLPT0kFuoRqKQiEqN258rgbNzkW1ymjzGJpO/0pGm44+CLhlSSsxuw6NTkKDHFj0utCWTgS1ylaucWLqrtGKQMvGDydtYcpcaTxMuHH9VQSJBQFEqf+f3/96Fr8y3PZUi+0TgTdGCsTLPRWBAVJilIsQoBKke7TWfudtmCfrNvn1U/SoSYlnRWL1xT9EaEEXMdyjSHjumrREOWM3ic6GLwqm3rcK3M1BC3oWGVbtn5VBUgVVl0c9QqB+PX9e+1wl6Dx1//6X8ff+Tt/B//3//1/g4gQY8T/8r/8L/jbf/tv42/8jb/x0mN8EdCaH4GeybEHtGpuksvJjNOU/EMFSSfkWwUNcYl55AWxsWhQ9ouviKog8UCNplIQz1NcEM7KohEnYA61zYBhqruR5cbzuy/ZkxjFRB6XOs44E7KyCrzkgHilTSQGrh+VSdQIIRxSMLn8vT4QQClGY5pig+jdb4nZzeWcxm5jND7HU3JVEsY5BoQLV6aC4ARN5meXnvnVEJmAazXja4sGUBki+TbELGiEtVhJWq2OIrBEiCdqNLZCvT7FE07hOnDJaC9qczRnH+X1A6e1MvtK9rGuuyDw6bLgKdZAfU9zVapOK+IvhJvnkIQxalMWa+ZtEqbRCuCyd9S5+O7hnPaNfj7/eokTPl8XxItxPYtpjqOjYZZ2ZS7W61T2SbJoXFNfEclNCa3r1GU1Gv3c5lNcwE8tKk1uNlnzyGIpZMRTdf0oblaeK0VmdOesZaAr4XeXj52bnTy30BUieF9jKMHVEQS6oHyHK/jmBptAfWc8F55wmtZ2v7Pc5yxo9Gs1yvdfrHc8ZzybcLDgBSC5/cwUm+DwIILGhCqkGWGtZBHU32DPokwjtX9w/l7ZA4W50rWAslALyJ7ucVhRbpEaCtcYAakLxITqopvnv8ggzKgF5LKlLuM9nhJeLVs/a4kTrqrz/7TOaR8oxYVWAAASyyZnW7UXEz7VVl2hi5Ze/SAKDGXRLAqavH5JIdEmFfDiR64xabjjVLPgJd/+GR8m0Q4QfryeOkErPQz8v+fvGkuNgAgxcQbWharwIPdXwnRh0JWBORTXKVFgyPwJDejiPxX+FOG1eEsQF1rEep45CUayHxLzrZSf+ax/iqfeegItbLZ9AalY3/WaYzSyRUPT3fI9dh1kOby+dCpkrjjEe7e4Jmf6QTHHu4kCJOSMdu8WjZ8t3CVo/KN/9I/w5/7cn8Of+TN/Bj/88AP+/J//8/grf+Wv4C//5b+Mv/f3/t5Lj/FFgANa/2IDmvksMRocErOn/INPoRLaWJhyFaOR23iKC3DO6TAzQSx9cdJ+UcwH1GOKIqdYhAuatK7FTzhUQmYZFa1V0Ui2IYLqj0b4yJqz4jqVCUVcOGn+54BptqkNGdcPiZlamZrMXEVzNFNh3NaH9A2BOLXlMEAF8WXEeV0Dpqd0T2t+KDI+r0t2VarzG6xFI1TXreKKQEnz77lOCaycM5CsinHIQmYgxpwDE0vgfLZonLJFwy3Yh8pgxIU6IiHawZFFw6MHRQjIe3B94Kz97IWF6uIg85EYis/nBY/rUvb/yL/ZEp4Lh6SpzMHgZN/h6jpVhDqnHVbrHTngl6dzZQJEiMzPrDHg83UBLiFZs3R2mgiwOVNNitX8frxUK9k1hsxEIzNNHzCHFaIdBYCnNSsexC+eAWQ3NzqHeg0oaZMp75XCqCyhcZ2SLG1aw8u53ae4YKE1WYJW4PvLQxJKdYxE7v9ESSFCK3BZax/pLFDDfI6g7BVCy7xxWqyiTSalmCkfAkSxaKjAbcvsN1nbsvb9KS54mLJQnZ+Xc3XhgNN0LdbEC0+JWZo4F3Qc4A5QI1gCKBp9va/d9OCctPffZx9/eUQLr9ec/YoYOfHD2GJuz1/JdiZrTWJVpSrAq/mrrjNcFECSzSnpnmJ5XrTWEk9GkfF0nVOMW47t0y6KRdCAolOG6S94JQs3Fw5ZkZLHmZnH31+z64/2/Y8J97cWjTbLoqxRE7/FhHCtTLmcnyee8d18SWt3Cfh0bWM0tLLvj88fe+0/KrPLU8L/hQuiLHytlOluTNZ3OdeMbAGvNABZUVhoqAiiBrc1mmdF74hz2uyILDRVobqBQhdOycVzAGL90ufuqnBduHKxLG8Hg1dhye3HlytKW9VNrKWr1ziBIqt0u1zp57WlVe/w84G7CvadTif8s3/2z/D3//7fx//+v//v+OGHH/CX/tJfwp/9s3/2pcf3YqBTk47SsxVcIcQkJoYR2aJxjRMe5qs6nFQQaSDOrlMorlN0oeZANz7vsfZrNd9C3J/inAhHTFyxZJ2awhVrDlDfKvS0mTUof3dCOrHEaCTNFSPq4O0ZiA+MCcntaZquDZIiBq4fEjGMTE0WoGIRmVFM0NcHKlmnhKHwXMdKJrBs0Xg4p299ijM+TpnYcBI8FpUFZWUqLjGFeVKMQJPW9ESYhUlTvJMg3cqotUJqzNpI7bIFBpAFjQ/TBT+GPm1x4XGyALYu1AX3JeZrdonk5nIqIhM/xGx9eiqCScy+AZ/XpbOgAcD5POO8zg2RaQVK+Qi15ZSgkhgK7t6rljLGTBFnEepEMwYtWFJhFH+1POLTRIC4RpVnGZcYkqb1So12NQnKDJ59IlkK/kUCLgGTspKJRUMIuhR4TO5bwPk64dcfnnDVNU/yWoWndqEFJ8i6iKVwXQIWagV1VoxOaTcLhLI3woXw/flD1fzLenCKJZCsU0nQEDewfB4vKOmeddCqhRIr5NxMlpKED39Q515rXOMScl2cdFFqlmghr3Fn4zSuT+sJH6YrfqfOl7hoXWNyX+VclFGUCCU9p4QsGEZf9nqZJ/lm/8PrkEQojNVnXobMxk1J5n8KsRFsqfneXqNegsGtRcObdxEGslDDc1WYcEApOBpDVbCEaz1XYOC8TumeScUNpsZ1ikPCy/JUokM5FkFcsua6D0SwjRwQVsaPV5V1SmJEsrsVT1zc+LQLWhkOZQZe9R2u3CprOFkyP2aLBl0IP15O5b3i5sqJ5v7+6QP+5HffQyxENUYl4f94SoJDtIkjVkqWzpVL/KTs9UIXWVk0AjCHtfZhmmsSB8g8d/cZP1yTBdPuA73XnuKcFCCo68eKforgKMIEkJQqfAkI5xSjAQbmacXVBIOLtVpWoYyD2gsNX6EFKIO/ZG4KDRSannGJKFGZMs3+ViwaWpB6DfCaxjKAZ1UG/8M//EP84R/+4UuN5YtCnJyALX1fNHdASad44dAQOWvh4KxlEregkns7CwV0oRJM3lkdWIh36DT6DMXACJOAdDh5TkUEhchq5NxsOMvg5r83MxnlNoRpTBODnAYwI7KskY067oGB9UMihiwETbQUWfMmRJpiyogkxGNWbgdDbQYD61qZwrMmNhF4vC6Nhm2NIRPb/LpYfyAEKVchJd61aGi/57gozRWLoFG1S8I8XGK2fM2KoS6DqXstpbdNgo5o02RfJCZz7eYkYCBYMitCC+CUtHHWtU4EsyJocGW+r5cpBRKTIR4NAxBcQihWBJ5QYnS6+iwRyj2n3gtZ7W+TJPzm9Ij/otwutPZtjQFPlxl0JSx5PxbXCc7a57JWaH4WJmElTGfOAa4BD2Etbg4/rA/VdSpreq9rWterGgdxduc5G0Fj0YIGapKFxbFykT2DNSHAIq5TK/Dj5YT/dv6xe+5TPKXnCKA1Zc35sCSFyDVONXbsqEUDxlKa1ySCqtuKug6gaNt5YhOj058pJlkrKszTKVtKwGnfnOZ0nq8cUp8Sf8X5e4JYNByFijpjtghZZz1Vv8vek736w/qQBKMsaMSptcho1yk3va1d1zy2qxY0tEVLmFTzjp6rIsAycjB4eneV58paV4bzvOZU5Wp9ibnE1AFV2WQtKhTFAiAKKMp0UblO5ece1zlp23MWuOo6RcnVDXlsc2hq1sgaaavemoUSsZAKXkxKpnNa9wvhvOZ4EfX9ssc+nRfMvxwIcDGtZ1yqUFRk00iYLgCtjPghpx9nAKySCbCSY4uLnN74fZ+adOhvLTEa1wW/WrJicyB0fs7Kh5FFQQsl5RoIuCZ3YlGGLlPEddCPHv6WlY6oCqVNFXPdv2n/mpNiiPWpWDSy8Pdu0fh5wmFB42/9rb91uNF/8k/+yV2D+ZLAM0ogp7eXr3Eqh0OY92tmaIVWneOMD1P1mxeBYF0qUqXskvMpnjCdqXOdEhNyYuiTb2KcCSdt7ciNP8U5mTuL61TIFo2qRS8WEwVOkVpnQgCGEJmEJKtFAygpvTODjYcVARFxDpinFU/aohGB60cAObWm+FcDKJq3ElYRGetD8iEPYDxkhsgyC0XDkhH/9Rowf45YPwQ8rgt+szxCHGAf1zlr2FLg8BoJy0UxBtQWWtJucnFBCfgvhLgwpEmbR9dEdPihTW8ZKGaGSBWkW6lYXOJEjZtMk8kqyx5xgRsM/nld8OCYyIvWtEjF9d4aCYnjAKaPK6Im6KgM1OO64FfzU5m/Ui37cUqBqmLRQJshquHPivaWk8uGuE5NnOexZVJlz0uMgfVFl0fl+Wuc8AfLj9m/Gw3hFObpfE0M/jKtEINCkusY6yAQX751ZUqKgCfG9SOVsw5CdmN4aHzhk6AR8DBf8aP40jOyi9OM6VF9L5IVUCxSLD7uzIgPVOegMB7UCWXIAuGfWD6l77pmxukXYn3LWtY1x/NgLVmn1jUUC19yp0la7obBUaDdi6z2vc5p0iZ/yHOkNaclw9MSMpMpZyTUtc/QaF5jwm1PccEHwbP52YdpRaTEmDwsawkyv8QUVxNCTIKGYw2yFupWm9x9fu9Smuf1hzVlndIWDXGnK+6XQKm1NDlzWxQDan9esvCnGc9qVTXMm+pLx84V15+8zy5AY70q8lUEzsp1StoVgVyY5Ym4ppJuJkfwSg0G1xYNoDLKP1we8AcPn8ATN/3HGekaE+jaWvsAlJTZ+gxEJswXbl0gOe2VX8+f09xekrvnbz4+4srVogMGEIBPjyclwNW2r8rVcz2hJvkQnLUSpnNEuEZclyXT9mzdUbGGMWaLgg0GN3uxuL4xituzl/zh02XBr5ZH14pMSOv6ec2WVwOlCrt6R/pIGacI01N2nYo1wYIISeugMjjQng/i3mLdGDjyt4piwhZKlr0iMTh0zfxBXruBWPMO3zgcFjT+6I/+6NBz9ErzIGttlAVhliibp+VgnOOE354+J3cKVmZb4SnEHeKUkX9xnUpVh8M5B2urwOkCmaGSOhrWdSpExjnOCOcs9UMsGm1Q+xQi1r0pp/an1YZ4Fo1ipYnJxDydIiZKWvJling0yGd9yN/DrctNCiBEa9F4QBI0iBPBmoxLBQBkxCdDizFgekqCxlOuwkyZKXxaZ/xyeaoathwMLlYZQailYCDXDBfJolFdpwS0UEBrNuOrcUpqyIdprfMf078LT3jIbjgWKZepVgKYPFNiFGISavVea6ZmoO1iZdE4PVwQl4+Ni5T0WwW1dg1xyWkQRdCw78q8aJOHYpziTMCE4oLWMJWc1j5ZCJV2VTFgwliJxutPLJ9SjEa2CGkL2nWdcLlM2aKx4lHX0WD0e8pINGmPEMJ5BX+Xqoz/dvmU9kFMxQt/s3xuLAHrGroAfeKqEGjmSbJeaeLPiVEcZY1pLsWkvfyT9H1aiyvwdMkaY2qf+7QmiwZTwkFxDcnKg5b53IvIo/yfZyWQAM6HsDbrUBihFYgnAlSwvE3nDGjXo7ysSqjWVt+H6YrPSNr/RX1zcQ9S6TllnZvYNLFoqMkqMRpilaDW+lK+JzNDP14f8DBdi/JIu04Js06MbOHtF1G+p2XKuOAfcZ0C7btOJUY3YpW0zZnB5bl+F+e5oWvrzrmuIStGuF87sWigMso6va1Y/5ISLSlsxMokln4g3Xu8LsADCr1L15MirpzzNQnblLumvKZaACRGVvCkZ2W8FJOy7ZdTwvXhTDhfZ7WnQlkTJuDylNxPvWQLKSg9o4ug3LYE358jEGNTaBZAjTXkrEBAwuM6O6UFm962xBUVlJWEuMdLJrqBwRQaBYB8/9M6F2u+YyysKdK57vNrDEnQOHMRxCTWTOPfyFQUDTKnfvKY2ODuTVBtEYs1j7PXQdoPSY5ONHaXl3mHbxIOCxr/5t/8my85ji8OPJPritKlK0RF3Mk/eIXU0UiE9toga511KhTXqZwxSlyn9KFUB5uiMG6+hkO0d01624wUJROWmM277zX9CVgfaaASmZRFK/1SXKc4a82WpEXhSQXVq3lYPyTszkyNO5E18SdmCzkYPOJhvlYm0QNh0K4B4WkFMOOsHWU5+SCfTHBiuDD4u8rQah9uMd+CgPXExWfeTQGM7Nca0bgjgJMWcJnWMv9i0bjyhI/hnIiU02BxNQriOtVagMSi8av5sRvPMGUrRNBIfXx8OIPn7zrNITHjvMr8ZSE7TxydAy6xZnmp7hSmH0f4KK4zgV2tnvwLZa6ddpmK8nFlwm+mz4nxD5zqg6g5ikyI64Tpiob5Lm5upW5O+155PxLoSpieUsNytoVLebwu+IPTpyZGI64h91UldspCoSQqkL3BExrmBTFbG76j4s+t57NzncyxNNp16vy0tO+WvXJK6W2zkBRjKFYe8XUX5jMxCZXB1eAJlmVAMeGjX50eAaIqKJS5TXiQxKLVrKvpQ7WbLBoz/uD0Y8FpQGKEPmWFzUwrkOtqXLKLxTRFXCcu36KZySJgmOOcXGKdb+/2YRU2P06XyiB2BftSH6ew4vNkvq18byzCm0CqjpyFhczczZp5M2dHkgMILi4uSVmBooPBJatQYfQZuF6T61RNEBBK7FtbsA9NxsCSdSrjFVqTwk6sTFD4NrmwzqVTwbcpRSwl5pmT5fM61ZTezR4yNDBcItaPNWZMztp3+bCFC3C5pBies3x/nicQEB/nhinW9TYQgTgzKFQhp0xFRD0zkxI0GCVGQysQyrlCxWudsK5/1RnEufIeT5fFPYM6ScbjOuNXRkmk+YdSfd10Ha45k9aaFT4ODddJSuRjRjhhZNEA0MRu2YKSxaLBIVcqZyBIjIbPy7zDtw87Oq6fD8StrCBo3QeEFhXmowSDBzwEZdEQhlH4toyMQTW+IhAXs3+bho8KkuFQ3SkEElKd6mFEIvQlTW/R5o2LEGromOjme9W9zKjVOhpJk386XXMweA2+1VqreEIhnJOu1JwRMWeLUmJI03gm4hJboRFa0UayjCFlApmeEpN1aRjl5BrwMF2NoKFchtRcSfvgzCfM2R1iwHyJ9lGy9gjzWC0areApDNlDuPb+4Ho9hBjOvfBHMQlPD6PoOOHG1RirAJPm7henS9krlig8rUKAWyE7nKmxaHTzwfVama5MoCgHeSILGol5Fp+TGgxdXadYbpW2tX9x5IA/mH8oWrdGMMmCQrymQP2TXQOu+81CcudhxFyUK5wl6FgEDRR/6ZreNvW9rqFd79zfJdbCf6WfmTpGg7IA3yU+cEC0lyJohGsqUJYsVPVsid/6Iu5/K1J6ThKmUhUf20ETjSXS7A05j82eFAEy/x5n/P/Z+7dYy5YsPQj+Rsw511r7lpnnfqqq2+52Y3fR/9+/LWG7ERLwYGMLLAHCAh6RH8yTJaB5aQTiASQsIQsMAskCyRJvxkjwYIQQLVsCJFtGGBnbTbtxtftSXafOLU9m7p1777XWnBHjfxgxIkbEjLn22plZVXkqc0iZe++15ox7jPsFmtoUaDD7VrhSHBjxnK69Kk80FsQHJ2tgaiW4iYsU30n7WjM0UcLRj50ygOa5oqo2IyIFyhr6uBcAGjEapg1lLFvCm10Czgy8XZs+WnRKq6rLFg2u8HLEq6Ev6YqbGM6HRNkpMEIMBq/xcmKWYdzKZnSC816x9D9Fi62eFVU07KcuuQZZwT/EOCtmgGwmKbNXCT/HMxBYcG6wjGq8a6fxssmd6IqzamM0aO/SvbCQ0nHHbIrWmqJWYbcPgNf7mlEuWx2XBvO7uVKjXMKM1/SMzM6qF6FJGm+3o4LWcFDZhNxXfE7df7t9gIuCxhAVFlYgtelt5/FG+e+ZlRzIbldpIPGHFVY4nxWZM2eLBku622UO7S28avgv/8v/Ej/1Uz+FzWaDX/iFX8D/8X/8Hz+wvl44GPz//D//T/zlv/yX8du//dvY70sq+9//9//9Sw/sVQN30W2D2ve4DgYHhPkYjEVjH/qCIGaLRtYyZYuGCAlqfdALnWJEIuHwwc2YIiXue9/HoDT5fGIJHB+UeXQVcavGfyzYfP+JqehMGkAHCS6FMJMnaj2IDCOzWDQoprc9rQKkJTsKp7/DihPDvulGXNKcIAOGUWGIj/BuTPuSNEhB0nmudF+g2jDDfFBmSHJMQexj4LRHzfS26jYQBY06GFz7TUHjnrLly82RMkXCrYJOGBCJoVaIjUQ79MkdxkLLD1yB43ogAOerHZ71ytiLVJMImhHUrCbLjeKPreuQiGdlFZntUyQaGk9RFwlkBgjZR1mtR+qiUaQ8TYIG4VF3nYLLVSseojbYe8mkQmPWBmcXEy4KmaXFKcYkFo0saHTYuDFZBZIwZpgL9pT22xbx2ocO3Y6Lfmz/qTI5cxG7kaASylRTvg+d1McAxJd57zIOi/2r9Uutcs7HcXYe1zHuSmoryBrp+VkO8jTMqP04yLk+jYG4OtaEM0MUrrrcrjffK9R7LUJ1X1qKka1UE0ftt7EqO58Z4yQ4VMKfFb7THI7QztqsU7fTAC2OB6CZdYr4QDIJMj8NszxFqwwFqdkBEhzQDNZXfKHB2KqYYABEiXakDGMTJFuSFcp9vPv1fTCcplOXRh0vZ5oYokCoboRTcKKcsUlRvCh8pLEseKVkKU7vp4m7UG1LhJlVf+KorEE6axM7nLmdMLAjEMYci6XZBLVZ2hmhvmKoNdAcDrMU2uQBNwaQr1JZM4pgfFWsWSHT4rX6KKQjYFIyZ0GS4SdBNGyE9TR8VlrXibIzLZQ53zqeimiom5LbZ4Y/WzQqvgPlZ0WmzHpO1eOFssdO3IDSoDQmn+fqRpasda85VCTxRw536I+a8N/+t/8tfvEXfxF/4S/8BfzCL/wC/vyf//P443/8j+PXfu3X8OGHH77yMb6QReMv/aW/hH/in/gn8Ku/+qv4H/6H/wHjOOJXfuVX8Nf+2l/Dw4cPX/UYXwlYzdf8y/Kn1XzX/sGl65Qg4GzRiAiITPo2o+E5FKNhL7QiZDEvchJeAlNK06vI6CihYukkxolYZlizixSamw7Y9JMQo25e+JCYwauQEK/V7ojmTbNOBajmk0iCwVc2XWcxtvy+WAoItBOma/TR1Sci/NF3BaEOIaajNT7SlojbYGweOKUUbC2TElGt+J4/l59ae0HHrK4GiWld0l5r/xVDrPMdfbd4Xluas0RkguzH+bArUjrn5ySHeSt2w42EyXeLx2VGUOJ7KYuWQ7JoKFOrWmJl4ApfZkLFACCZ3QMIj9xNjp2p6GcIJJlUfGlV0vUr4mmSlG/GGi0atJczNbFLmZvE6pMrfSfe37sZQ5zWs7JoFDEinP+ltLuqrKjXU9tN2sto0fAMTK7AR7IQUdBRhUMA4HMmM/F9hjCfC1ki1Dd7Kb2trmlgSuOZWWJUuIuCbXlGKmayui8TO2zUUhyfTdWfY5+ULBoi1Fqr7p0Q79osiJWaMlXaKxE2Oe+TK88UmTO9pM2e9Yl8BmdaX8BwluU7agFRlzy9b9xxTncKzDKMEYvgKRaNUN4TA4oP5pbvcq4auDuQL/nJwJgmzVBi8L9mjor7R1OYKQFCY/EE74YCh1IQYWJDMePgBPBUWgitvO72lN0/DWhMhNR3qiwaiDRw9EDMsqVfEHPBMekdaPIWFV7LvEXICivDV4CBoOnsFul19HKozpQI25X7bQzalvYRlSohCWIp02ElHLDByUtjKAoPL4ClFWQ+8zFBRGDK1dcp3+sX4prfwr3hP/lP/hP86T/9p/Gn/tSfws/93M/hL/yFv4DT01P8xb/4F38g/b2QoPEf/Uf/Ef7T//Q/xV/5K38Fq9UK/9l/9p/h7//9v49/5V/5V17bdLeJ8C8cZItMRStBBfNBHJFc4ToVEUlyM0IO3OaYrSgihRbxTripFkKQkapkiZDPpmj9SIx+i3imBhpzpMMacXkIiaDp39xB6ocAqUBU7d+JIQsaM4HKMPpSQViYUUecgmvTPFoESAWNfbRoVDEG3rscf0PR1D9WDC2yNjWlQQXAPSfmx65l1oiafbUEJQgTLxruuP8c64QE0To1XaciE50Y2E7M2DrNpOUNXWLqLByqjWJjNC76XXI7qM+HCmqAEkJ5wI2VC2HS0lUdVQyJmsPZkQgazcHJmhcxGo3x2zYv3F7apNLvXwQFJ0KVV+FFNw6JIVpeKCNAjlFzrtZLindPBT02DHpAFkZiO8Iod8mClgh2EtSzBUtwRd7vPKGyhoDiFUndGS13HqCRUqXw3D/HsSNZYxBybRbR3kZlBR0+P0DGU820rPFcF9pWK7z1wlDq8rSqcyN9F+NxAictbWnREHyjrlNW0HBei+RlxiRZNtIaUo6BS8vMEL/zBdcTRpIqKQBjDPZNKXqN66RlHnvr/nkHKB0pXKcIpQBJ5fPWHSbXN+KEP6xizO51mpOPlZcpr2HWyOvUDP7V55AtGooD2QmzmFyKozCLgKSRJ4PvhX4QNEZD8UR9DgthKzGilZUnnsEzF4PBJxZlg5m/LdinHgUtdyBxnWKxtNe4KEDoRwg5iYmifaOAS3VQnMVrB86A2e+iu3jeeGojLVvIVZRq6h/W6KLBDIRo6RFegoFGjAbFJAUKdyowD/BRSbESn5u5iQVO6YtT4VxkmvwWXgwuLy+Lf7vdrvncfr/H3/pbfwt/9I/+0fSZcw5/9I/+UfyNv/E3fiBjeyFB49d//dfxJ/7EnwAgxfuur69BRPi3/q1/C//Vf/VfvdIBvipYSj+oYP2JLUIeki1WLlHB/DEJI5LiDzKfrEKCWDRMv1QSv5TpwY4lXlQf3QSyRcPli0tz4nqv9TCv2WBwRWgFoXCMdTehQ4gZNmRNCs1uFDSAsl6J1bylYPAeKQ5m3QjQ1/e0f7UcYcxazjwRIYTWzYg5r1kWYKr2I4JDxzKvA5oUCijdEXRcQOkvywCCnCUNzj0IhetDOffkm4752JeRfF63s343q46tDMbku5T21/ZJPlqDLMN2h4ZJBBWXXMuUIZytFQsxKzSnBBS1GsyzgQlnJO5nsyFw5CW8MBaWcU+8iqPj3MzimZK7LcHgxLESPULp3aFpIasB6V0v2u9sJhuAVPvZsDK1B8hy/5FdBGmimWKBWCwfetRU0CjiwSLzddde5lSg9ViQrEwt4Td2JAyX4+OsrLFdcGVNgjBt6goWWKtmazfRt3sJB5rzc8wyL42L2LgYpjNVxWjEvlwUYGbN2LGZr3OMRinUW+2vzjX1pW0aq5R1ydXnJU4wa5yJGQgkjFw1joIhjO3NpsEwllIki0ZXWQpUIJHJWLxSuqWqsJIUINr+vNssHFN2U5SzEt0JI6OaFEiGhougYSt2V+sa5wKTItlae8j70qKia2XpIuf3ClzTumd2na1AYs+oNwPQ+VRt+FqRV3ej4+SSj6EQ3cEmcR8+lCXLwqHYE7TmUI+nQTOToidE1zo9q9PXRNJQzfHr9A/AT/7kT+Lhw4fp35/9s3+2Ofwvv/wS3nt89NFHxecfffQRPv300x/Ikr1QjMY777yDqytJu/itb30Lf+/v/T38/M//PJ4+fYqbm5tXOsBXCYrM73KhSkidS5cmJYjp8nBGvun9ZAqMWoQDxFsJomrD5gJHNCeGjHjqnN3HChrHEn9F6IXp3WUNowauM5XCgOtFI8I8J/xMKJnuTi0aISGyduCuEkuI9miKgkbICyXabSoYFVZtmJVHaB6LomPRPWpmnTJEFqYNbbzOIKQWAmFa5/7jSctqmZdaWIkEpTtADMSdqFpnzjEKWv+laVHRdTXMGyD+/VNwoEjIW+/6+pAiE3gVNJpnMn50yOxuazMAwGm8N6kuR0G0CJrJqRDUVH66S8iLxJcmn+ZgNYVTcOn3dHarc6bfq7+xJZNFPI/On7m5J2ns1Rym4LDSrFNR0OhgzoQKjsGJazNlAdu681BgkD+OsViEdK5jEGns204lVXyurU/mvM8SH5h27fh6Y+UrLRoZrxZW1SOghWOXM6RxKWyiZETTs8j7uRz3Urav90VwLWXcdIhBNeda09uCUFpZEQVNruYUYvwGcTqj9VC1/xoHikUuyg6puJpVwGlsGYs7IoUcHB8ZdFX0sGmjmaHL3BdmisqdLGSp1j25TnlRNhRuQ4GjBSome1hwa1N8zt3czU/uWpA5VXW3ZsojpQvgxbNY4zWgsr7JQ0AwtX8a/ILWdWoJ+4uFe+OfzgPkAyiIlTF7AOSHNKBb12NJwGjGU7bogtKV2qIR73zn47z186+JnPG6wne/+108ePAg/b1er3+EoynhhQSNf+qf+qfwy7/8y/j5n/95/Mv/8r+Mf+Pf+Dfw1/7aX8Mv//Iv44/8kT/yqsf4SuAu0/bSRakJ4MzsbszUhUUjaq1swaZWUbrc7hzBp9SUnMfDBqlxA8HZWdyVkSqZzSskRZZQqaDRZe16K5OKi3n7mRsaW8rvESNbN3C3K4eOAQzwlLXPQMkol1mrAHjTbqVxTBotOsAYa9eKALmt2bEWDRXSLEO2XLulIYCZ+QZuu3jcKVjGMZy6fRaqq3HPYkV0TD6fidlg7fuEmeaTuLIc2blHhuooDbM56xtyM3c6HY6mIKWAwkfdjrEpvKrbGkMkA59djJJgx3PLjn7etRhl0NyiUQtFnIX2Qy6cRRumEZ1r6+4lX/E4RoQqliDMlrAJB89W/GrJoqGM2yyb0IHm9L744GZWRe0nCcXaJkSQXgrstn33VdYpbehO99H4jjfCpr5bZK6LUFskjwFiLu7DcVrqKvaiQQMocIn79N1GH7Q06EoBIe3kOKwWjk/KoPh+Yak0lpJCMdfos/gozIUfGyek1jv7nRUKXeO+pHkxoutd4xwxBC9YxUDEN1nY5HzhLP1dWlK7B61kCyxC09Ja6LiYqcRB9SMNoSYpy7wKYQcsFUee40PnncyZq+eqge/Fc2ZNj8mg+Rba8ODBg0LQWIL3338fXdfhs88+Kz7/7LPP8PHHH/9AxvZCgsZ/8V/8F9huJcf/v/vv/rsYhgF//a//dfzJP/kn8e/9e//eKx3gK4NDFyPeW4sMGAbRGhNkoVGMsOQik5XfDSKiCLHFtcXvZ/6OcR6Haim8NFimBZmBSFWOLWEz83Jd1vyV/vTSgGbuEg4xz7dV26Q9LiSmcMYoN5AvWY650tykeQGAU9epRtYYmGcNQrTtKNNo40lqd4+DUFml0jDvy7nAnBdgrnnP3bWFCURCOlP5Htt5fvaQ9WxmPTLtFzE5AAZq+U3l/goG2u5vrdE1bdbvI5hYBmOTsATbLsmSRUYtCfmDhXEvMFkzoagWNnlBWIiCTkd5vMSl2xgpk3rUeURTmQAY/LcATdebu7pjoygwUMQd1PiOs3ViZg16CShwRikHgGnu4qp70hLmD8GSW9cx+1Py/lS4KVlGu4WrZlmnUN73Zv8Rv9bHYYbfAqd0rxbS/UkSgPwstNyNxRNcNk/NzSxuqUC+/0vZ5Q6RSaVrzYQCikNaeKSxri14IYb5bvkXNZppQSHU2M9CyNb5+OGy1eLufgAcd2gb48sKkMxbHaWIeh2g5sl+1HDPsaxWK/xj/9g/hr/6V/8q/sV/8V8EAIQQ8Ff/6l/Fn/kzf+bVjw8vKGi8++676XfnHH7pl37plQ3odYOu2sW59h/F3wqhgZxnsPC9Iv/ABLfUhmWe9aNXdfhrprrut/WxZcYaGvDy4cN+3EVQmj4WCQ+wzCgXHd75UGz/lS0alpnBQ68sCAPBENQXAfWhbmn1E3NRD/ZFuuNqv+7SdN0DHFwUSg60y2gyv0fTvzB/NwVwt/pqML1NIlkrBF5gbct7IBxbSouJvJ6HLAcv2ve9wTCzL8JjNQWYQlPcZiaBI62isbn7LEVLO3xfuK+1Y+66VP48qg2u26C7z0jq//D3mkbXggb2H9/GUUM5Dg7Rx0NrxncsLHObq28o+vieyr96/oFJ+rpjj5VBP+Sm1exPeRF1q8OytfdHAsai8RZ+OPCLv/iL+Nf+tX8Nf/AP/kH84T/8h/Hn//yfx/X1Nf7Un/pTP5D+XkjQ+J/+p/8JXdfhj//xP158/r/8L/8LvPf4Z//Zf/aVDO5Vww/UEvAWfmSwiJ9+xFbYO7Vab63EixDYIRzSnlfMzQ8bXqmA+irhjmG9aPKIAn4YjOKPEl4pJ3wE0IKg9TrBMVrcY/byPszkwpIcUsAsKf5+GPDK3H6OtJq8hbfwovCv/qv/Kr744gv8+//+v49PP/0Uf+AP/AH8z//z/zwLEH9V8EJZp37pl34J3s99dUMIP9bWjaPcWazijY5jSA42aywXrQxVrxSObPy+rgKtfnQtjyawxEC3XM1nSXP4ShgrAx3drXmaVUldghcc2jECjD92DFjWiN9bMD80rCPnardr5ANpSI/p8xgwZ+oY3/1FOFLzzPQC/dSGp7vwhYFjNdmHgIylro5RuS+0glaLZrQfgxcsY1nEbBxydayefxF4YTfCI6DwY7/POwrm90M47uAVPrKNFtyJG15grVIR1gP3+yitu67tMQJci6YSAOcA9wOmt/eAlyZjBCCm4U8eqkd4LRxrLTwW7H0U18fXZIHvA/wa/nsB+DN/5s/gt37rt7Db7fA3/+bfxC/8wi+8WENHwAsJGv/gH/wD/NzP/dzs829/+9v4zne+89KD+oFA8uVtH+xm0aDGc8cyxoHJ9Hk3D7+UdYm7ObLTGBL5/QUChmfP34WMza8L89DYuKWiXwebX/INrn6nYXghApaCJk2sjXVzKoN+y7XLz7Z985fWOqUlXTTNa3/5TL1IXEajY7ADdtzP1ioFDTf93vM4X0RbT0e+v5wFplp3EK6XBI0ITJglebBd13PMbniyBuwA9LEa7zFrv+CK1sQdreaOcbA2Yy2uQJ11K30x75+J2+4VL3m8mkz7XULffTTYR47vmOPJ6b/q88LHZ+nF5T70TFnXWD3Tx9XRyPUKNF7qzqNnH7D9tOgKz1/JY48ZERf9Xxe6XxhgMaylqWvg7xH93AXah19oYFGoJByMk5yNi5DwwgvBAt618OJp6Q8sXswQ1vzKIadGbpzVgyxAq8sj97BQtmqXgcVTzKEMBnnNjXpv4cXhhQSNhw8f4h/+w384+/w73/kOzs7OXnpQPwg4SpO49HXl71kwnFFzAhhkqxoDJ4Vx7KUs3OO5EkgaYwkDgXvZJkmFSwWhWZxK0Wce/F0aipmmTcfBFknVQXrZp51qJFatif2qM4HQh1LmEUNO6mYdu8uNNTWtOqYFxrB8zM7r4KPVi0ufl0xB671jfOqbwsAB0DSU7BjcEW78KvsTW4bkEOPXEhSPIDLiY5wGEt+vDn08V3oHWxppNr8EJjwLWgBsgUkgFAXLCj7+mL10AK+G5tzqZZKA1kbbca9mweD2EUZxLubFyurn5YOZAIGFeBQmeDb7diTTO1NgYF5c9BiLgDDdcV+PZKDqau01FEqB+ctNq+pdd/2+zN0sVffCUizWUGjg/fyB+af7lc7XEUxxa7wHvmhlK7PaUE1yMosRCVloO8aHvrPmrwNwl1WcF/pLtUX0PjbojaXDS3SF9E7q+seF4MgA82CKwiKvV8ajKGhbip06pFji5Xk3lV6tNtCgdQt95Tosgid1Tkxl2v6j7qwZ86ICpxrnXdkcQ08IwwuxoG/hawYvtMv/wr/wL+Df/Df/Tfz6r/96+uw73/kO/u1/+9/GP//P//OvbHA/TLCEzxI5e6lSNqH00jKmVI2pFQpSJpX4jAb9siU0nL/zTPAD5Srdtp1YrKmVG34RDj1nEGiNH4iRi9BRTulaCDMsD7ZqexxCoiWBbYzLIHNerxaHbzW4ms7PMtoF0QcKgapZfIqpILJL47NpOZXGShag42q2zJgMbSN+P7dmzYmMaiiZ5ayEDrj1q2b/qkW187GuXmQErs6c3RqaNUciUS4ENsuDcd4nO66SUaCk9X0cTtKYbIaUlFqSZK51alSyzFsFRXawDuDNUH5uxqxpLS20iHwz8cPC2qczeted5QOa0MZZLRxZK0EhMWxGSXBvq1UcjztQ3FL3X9tO5/JAmxTbvZN5MjiZvBE0Du2zWUMrOFuBhGgBfzbW3yqr2DSaznRjpi3GUs8LBXEhLfB/PRcdB6NIpZ4n0ApOpgKfFGNZgIKOJLygCoJcnBBkElXU99yiC4MT0yNGqVPDoTOVxs1zwXNJgKMoMNj1p2q8KaFbxQWxA8KmB1qZxhbG2MpG2cIf85fN/hrGoKStWfpvpj2/Y4zKiySm3rVx+33dDA+yEzxvX/vQOx8GIPRmjb8mweBK51+nf687vJCg8R//x/8xzs7O8O1vfxs//dM/jZ/+6Z/Gt7/9bbz33nv4c3/uz73qMb4S0AJaS0QFaOD46uGUArMg9BaTmmchTF+rinZ6tmA2q9Sa0Urg1wS/culzqcwd7qW5BDD3GDMDSsQzITxOnxMDCLVFY87scMhVy5XwNtMtxuwa2p7Um5gjT2E2XdYkOUY4V4vG3DrVSm+bBDHXWKuArGWKG7FUsK9g1CrfhJn1hudpkLk6L7bNmTCg8+Uy61Sxfy1GMf4ZOiAMwNPxZLF2TDiUhtKsw7E1ToJq9OO4ioJdaU4UhfhQMjQVQdX99sHhk/GdNJ5ixAxwkJTJYWhb0A7RTBVUuAPCZmg+0/TPJy4KdibBMjK/xftkrA9mXtxgDNtaWZ4TfteIkYj9p0/jK/M+7mCa9Ey18IqeLVRpc+N3CW/E96g47/UUuPyOM16149N5toQtYqBzQax3LcHN4HPrJmSZ6aZvuDmnxJzvSY3DqvG3lD2LCqC4XpJaGWndamEZKAU1PWv27CkN0D2p60jU6zEvIJkf1HTYbRyImBY1f1fTq5QVDVVGwdrSFzItzo/McanSwFpgmqXjpazYUvxh1yDdwYKhdlHQQ6QtFgkB3DF8FDRmtN6st65dXUS3BpuVTp+z58MqAw5llFK5RRV+TYhCSS3ghR7w6+gZEfmSZsHLeKZmOLzRTTHHpOyaP1cXJ6TA8CporLO3xteBYX4LLwYvlHXq4cOH+Ot//a/jl3/5l/F//9//N05OTvD7f//vxz/5T/6Tr3p8rw6Im4W9FFopKi1zrTALZqyYB0UYU3AIvVTRXhLnFHGwmxfQochshQ3Qbyn51rIDBucBx5FB54YU8eIQcXcxR+JcKTn1b5nEEGNGSBiApbSeDlxo8hz4YL2JVEE3CMKfLmKly7hQyujUDCwDgvGS61q5torYdZhFzYlqLLY2RQu519aIxDhRWGb0i42eu8Po3qd1NG0ccv/jQOCBEQbC5bgpCKD260JkCIhLzXNkCOr6Flb4yMJRuRCJKYhjdcRoyDJi0aAskJSN5LUmloKXv7V/P/dtmCl9Hg7gfqFmCFVaxth20nQHIXTTuVh+6hoR7cKFxkJmxu2joFVUnG9UEFZG5c70z9puKM8JkypL8ucU+/fpjBLgGIMV6Ayj3Do/BaO3MBYVqGrNbS6+Ve1rsUaEujicamml2rERYCqmOMS7TSRzU6GOSO53S6Of2y/bvIt5Ss8yYvHKcv2toqGoWRPxYTtebo7fBK+x4MFABU5tFcJM/mxs5qtTc9xWCJAqirJ0YoscJmG7YoDVepiaiYohVThFlJwsGgk/xOdc5PStQDRb4tY9qh5IyjbD6+sZtHOEs2eFUmFLK/i2mGIKDPLiFlBbNMIATKcd1shtJKHCzovjB60zNdtHeX7R+mX2oWlBVl6DFwq5mnOZxqZNM8Arht84DM8B7ho4s15b+1X18d0u6AYPVjyN4t8QHPyaMG1MraTAWD4Ub+HrDPeyaPyNv/E38D/+j/8jAICI8Mf+2B/Dhx9+iD/35/4c/uSf/JP41//1fx273e4HMtCXBrfshwqUgkbyU6+ZDwADTQVjSd4i79yeahFWzkd1VEaugUvNLTuaa3iCEODphOBX+fPQkVg0lMguaZ1TKVYcROiyNJXwZLRQFAmiuteIRcXPkA9HYaBzjN6FOaGpmHGFIWpWZpVKE9/KkbIxxguRi1tazqJisSFSvZRnF4JMnIvSKfFkcdtoCgWM6Cssa6JVnS0in7nthOxaUGtzVHDS53RdUvExq/lG2xyv0yvWNLYn5mhGWAGXu00mwi1kb/7OfyC5vlk/3tZ90c+S1jjSYucaNVKUSWFO+61Mj127XAFZ7sVvbd+LfZXz1YrA7Bh+Pbcy5L0qGU27VmAgDIzprJs9ks4FQmHNEgbenH3OQiE1KoOXFh0k5qftZlG6ZFIQYlxkMIsWFbuuFKJCIjUk47RBy3ZMS5C0rHGuM80qN9w24vREUEXS6BZCoUUtZk30Xuk8LQR2yZ0xx34ZRsqrgoKz8FQV3FQca4uu6rm2QDV+ZIhQxMgF6CxT36i4LtphmjO1RDMXFQqitKEgwgwCJcYvC/XleNJa1UUXVfgxazNj8JQZRsNqFvJ3Q5zDrLK7rgMjxSElRYodizL3Zk2tQJSGzFzGGZq5FBYnpUPVWnimFAzeslSLoCEIlNUC2KCBsvZIzwHI561njGdSfbIQQlQYSAcCaRyJt5BJFn2xNg5jYU/roXhfEKgz5zqtl9KroDxJm+ar4rKgsZx5kWkTaXiXY0dtSzb+JVteFoSaBq1uQbrzaV/l/oZA8BvAryn27UrvkNcZ+DX895rDvQSN/+A/+A/wK7/yK+nvv/t3/y7+9J/+0/hn/pl/Br/0S7+Ev/JX/gr+7J/9s698kK8ClPGYMcjxkjMUmWfElfhtQzgLs6XVmgFp05mEmHAPrN0EjaeorSHKlNYMqY7FB4fpFPAr6dAHB+6kTXblnCxCSK4v1Wd1PzoFJRqKpChqrtJggmiYZR0pa0MMc8eewMToXEhVxNP7ADgSemKOrljSrxJYK+zob9lHGIBj7B64NE410et0rM+wEinVFLIrEWOh+UIm8lbjlwSrinjXzOtgKptbrVMXBZwlhi2vSy0kCaEMwbVjWmJ7yowUjDogmqs143K7jskIctvq4pQYKDKfx3NrBYVF94/qM9EyhzQuJSwilEnDFNdcv+scFwRZiajewTE4/OZzKQzqolWqmGgA4ET7ODgR/hf3Sj9SdyQGEC0a+/Nsup+5Lxpgkv6Si4kZiw9x/uazWtDRKriaIIIt89NYY3UvSO0R4nnOig4y/Sfmy44zzoOiENAUIAzo3pTCX94TZXKKom1cus45vUdpzUsUWS5qnmdi1Azjq/13yO5Yqo1WS/GSSyxHZU3tttK0Spmx2nG14gGsoJRwQEPxkta0HhvnPXGeosBMM9clGT5l7bzR0hdjdRnPp/E6s4eKz5Hvs1V0aZu2/9r1jYOOIytEhugSrP1SspQGOOPS1mQeq7tZu07pWQPPFQbeCqWEQvhLGQIjuqgFOGmDi+cQnyvufh8wnokCUPsns1Y6luw6FemMnVc1/8xbBNSuwkH3F9EK1TpLibbcYQ2Kz5ZKTyCsGdNJZOp7sy7VOOWzTAM6pYn1/aruee6rdF8rlKGJ9omgMW2A8SS7dNbup2/hxwfuJWj87b/9t/FH/sgfSX//pb/0l/CH//Afxn/9X//X+MVf/EX85//5f46//Jf/8isf5KsAdgsuFhGarlOR2UtMHVNp0UC8UA2k6qMWYd1NIMPoKqK2TCm7EtEBmdD5E4Zf5zGKNkJcp+C4YHTvtyD514zIFUlERhPq6pRdp+BU0FGCK+vGgcRq5IKMT9ek9tGNCFpMwIy1G5vWBBXCFGlRx9g/aHDXyPvCBREQzVm2aFTm5aj5Ys7nYimeIRGuQhNFCCgtUSq8BMTxtPaVsyApH2StmzIvxNKvWEvKuTaDwZNARsAQENaM69s1uDOEwqw/x7YT82bOPhGnd5Lm3axrYDdjnJIA4wjOhbl1CnleatFwDQKWg16Fofj06kKXCM7cIWVq4BhhXWr5E1Ps5i5pMleXrGRhxRjPKfdt18j8ngZBjA3tC0WDauRpCm2XON0XpqT1t+OiqGW3Sgg9B7WmX6yypcJAhVIVStgBFK2KUIFAr3fjPKYhk6k4TIyZ5UItdZbJ0bOqTCHJ/Z+dqwLXlBYBnacyYPVzKfOcZWp9VGZ0KjhUuIOjMpzNvlJO+pCtDC3rm+wTBbknymSqAGdTUev4VfHTVuLMz/kUHNzEolX3xqLhaOa6ZAUTtZ53UXqTY8XpvtXxZLoWtaCV9s5YITYRD9trG9jJYWQCeSRhsuVCp9LkQKF00Zrhf0ZL6dcU1ELI+xvHawUNZZRtgD4FLiwaluYXZygw3ARxX9NkKxQbWQWMZwSxaCjNyX2mu6FTMwolO/c85XwHFbfOtPwh09y2q6/SBVcqpmpgSgqIZKEIDmEdMJ3ER6zrlDkPs2D9Bb6i6Q64IGm33GwFZ0Xe5oTkTIFkv9/CjyXcS9B48uRJUTnwf/1f/9eiCvgf+kN/CN/97ndf3eheJRhC0HaRUcKRzbq137YSWiYgqdaDIfyGSffBRdepSYQCK9nHPilq9muGUBFTCITplMW8SOo6ZawkBwLc2SKLOxBHAaEiDorgjeuUCjeF1ipqyYfIaCpYTZBquJP7EiLCcw3kxSg1VF1IggYHfZ4NgfPl+gURMIbCdU33NQsF4CwUULVG1myt65eZR6R+RcPrEuM1BScMYZX1JC2xzosx87FWwS6EnInH4uqloENilnVZe4QNY7wdcuKAvKTFXtnxJB975HXq3bz/1J/5zIfIkJAIBMlqYa0/8Vy1XKfUxYJ1XxgYvcOzy1MAFfOq9v4AETQ2Ie1B6guZySuFT/N7IPAqYH+R75a6JFAUDtTVTj4UBn5VKSuIRSOvFo005YrxlDZlzjPlwAw3UDoDXlE0yVkplCVxvabgMJrn4Lhdm8UKKA2hOlk2q/1WJsdXAr1lYutkADONtmW0dFzmrK+UeTL3CkRgGMYu7hNNAatuAnUha7QrgUPbnwxjWrut6DrUZwcqOPuKSTJ7ajMFidW0tAhZ6wlX5yUxxBNmDHHrXqezy1yuPZCZXBQer+bcZ6tvXwnkIlRlPMxRUZQsFYhJDiKuJJ8FGuuSlC0aSBaNdEYbvCMbxjytJUrNt1hR5m5GgaMARIh1GNjMXwWy2EyX8Y0V3vJzsodFVkcmdKuA8RyAcxlXaRONsx+6vH4tsGfFYW6lUeuNWDx4JgDoT6Gbc9dLq3jIgfvmewBYBUyn0g/3KliWSos6cYLuyVzZpZee7Y+yQ66Er/icDypoOPgNJ+EnpUg/hkf5UQO/hv9ec7iXoPHRRx/hN37jNwAA+/0e/9f/9X/hH//H//H0/dXVFYahncXlRw0J6Sww3YWJ3SAueVaQqA+EARWhN5kxrJbaB0JYAaduD9eVyCW77siF07iHNFYWBO+9gz8P8Bv53DOBexIk0akbxgHthoHFWgTIiCvHI5j3DDOjAc7ryJgXWitPYmHpPFZumhNvQ3hyHEPAhsYUo1GMN2VnkjZcx9g/MkQeJbOrwoL2SV7GujKua5mhLYMGWxaNlEVD3QaAGYEAUGh4da2ShaWjxKznNecs1MY2B2etMVnILIPUzfq0znCc17CawGsPvulEc1UztZ6TplbPtc0aJMH8nDTvzew8BeOkWuYsAHUuzBh8CqIVVc1tnW+/9kWefAd+sopa8pp5lfbQMbD22NBYEmY2zFsFSVBhAOuA8SIuS+VO1vT46Lg4K3o2Q3Cgseyr6F+JvyolDJOlzwKROUzEQ+5/eoYQXaJKyx3FszIaRYDrOLlyBMVRpspxCwdm5piLu5ATMpTCmO1f3ZT0Hls8l85XBcl6FwWNOpuf9hOCQ4fIvELjYcSiQS73WXSR7nh2iWXKfunZclOOicyYyHMZo2EFiLjmenzXNBUMv13TJFiZPfPBgTzgvDC7omGeCqa2WL+Q6UVi0uOYQDnJSSsZgQgKkZEn4/bGGf8BMfbQKACKNYl3Vy0MgfUec14eL2NyxHA2Rs8kmeB4rq3SL3dEc0ExCP6xBd8mn6UCdkJz7PxdtLwQox30HJ+jKYigF8o09MxAP0wYz+OdcXnPkzIlKRVjML2JBZnFnnGmqypI1EoITSYheyTnuhiv/pfowoTGlcpnRXGIfhwIbuMzU99nTwKYtQ1M6V4QDM0s9qn6ab8ytKSpcOG89uwJ4TSOKZ2VtxaNH1e4l6Dxz/1z/xx+6Zd+Cf/7//6/49/5d/4dnJ6eFpmm/s7f+Tv4mZ/5mVc+yFcBB12n9AIY7Y+mN7SMJDMVGk3iKq2lYdJDcAgDY+2mEnkbBjzFaFSmZNHsSv90OqVgcB+cWDRoiliL564xyFqRVnaImdkXJdKjYJEeJ4ZcTdbcZTN7obUKUdBwXupsJOSR++komrWDaio5Ic2WhssyOa4LmB6IOwhCJkqKVAtNc9QQpT13DJs73Lo9iKAxJW1eUUE2nQuk9mYxGlVwMEJl0QDbpTauJvrB3J9e4iicSc2YW9Dg8xZDgkBYrya4jUd33SF0JfOTfLOzgjitswaaztLTRmamZkot8WcgMSGJ0aTctwbXgnOMQXJJtO0qQY7nbXgqZ04sGlw+6AnUMfq1T2co7VWcXJ0KNglFLOfcrbwwFHHtO3M3WO++TpMAcoyN25da1gB4L8xvzejZ9ij+tPETdj1nLnaG0c1Eu7RopLXyLldLjntjz5Q9ay13MoVUXLQSunXvfHAz11FlUNSi0UdB1a6P1brNXQ0ZwbuMZ2N7eU/LMQYmYAriktoZxtuOFdlKZ1061PpbxK6l/8q5qvKkWK/iriJZ31RR0AxwrtWNcR2TRSNgHkswG8+ceVThqenOZVIZW3neKj3S5/FBxemdYXLTvqqg4/NdmZ2DEEBReVTQpNkGosxciIbbjeKUSijR+2vPusXrebyxDSuYmy4kzicKenH9ASSlymo1YTpnoTUqsLFZczMXIPMWcgaQFryVOCHFcpjNVMWi0KLQwIuKs4QurBoKlKIfs+fqAjisJkyncZ00U59VFrLZB4v7dZ0bNMj2WSQYsV9V9yIwZWXX6QR/muOG8DZG48cW7pXe9j/8D/9D/Ev/0r+Ef/qf/qdxfn6O/+a/+W+wWuUian/xL/5F/LE/9sde+SBfBbDjSBAaGS+gJj353WY4Mflc2rEAoZFhCWp9AE67HcgZEz8s8yoXzHU0176yWDtOznYYN2t0+1jcKZo90QkS7mtGt563wclN7TQq5pmR3MF0HAgSnCvrqAIbw0gGyezZa4wGdE0U40UTdxTmuCBwjZR9hoGh4ETQeLgHsE60i1TThNp1CoAPiYALQ5IXRzVILiK2VarlMV9Aa30oGTya9StjFSEqx2jMOKWCIWZXBrKrYJUDLsvXl1JzypoCp+s9xqlDuDmJ+1G1ERkHR9k/XdLeIhKYHKyctHQyrIKJtyAaWk7C2ixlsTJlgbExQl0hwCjTo0ytd1g/jYx2JZQog00dY70Z5T7Y9WPDgFZj1XgCBGBYTdhdeABuFqMxu0tRgBowzzoVAgHjBKAvhIKi5kqAWNmosmBB171kljX2w9sL3LJoRIXEGLklsWiEdHaK9Myt82jHEIXjlrZUz6TGiLBZJxujYQVVdSe0DSb3rPiZ8w1LCUoXJdWSa5fkPXoKMUkAZq5TCS144/qod8EqdVrrboR9GEGPCTmLkdlTMNKZbvmu54KheWw+EGiKMQJe3GE3bowWhfyuVQyIUMN5vjrsFI9TMewFjYqPFnhGJyV0YSAfg6KruBXt31g0UuajuIapjkzIFo2JjGLJADFLPw3rT04RHz+I98WR1NHRs57eifFIEkuYLcXOq0XDxG/p2bR0xcv8atepzTDh6jy67lmLRuAk2FnBb+b61hAU9K44GOGJ7PdGOKkF9bgPOoxWEVpnzmWKfUqaS+BkPeLyVBrgnqMnQT7jOg4mQBO3SLtmn+xnVJ7VGRhaYfkLWfsA9g4n57e4PVlDY8nc18SiYYX31wFep7Eswb0Ejffffx//2//2v+HZs2c4Pz9H13XF9//df/ff4fz8/JUO8JVBzdAZUMZXkUcy/SuhMQxZnSEoIXHFApEYqEVjQxO6TuoKFCb+kIl37cufzP7e4dHZLT5bX4CJ4GPg2joKGmz84RcZiEMQCbC6yOSgw1Lz5Xxp0VhHosjmGfKSbnTlpqTdqTX3ds2UgVhRJv712Cyh7XuPzYMRwBrgMpg5xVmYv9UCsW7EyJQWDTJxInkPstsH0r4y2SJsIrBYH+xCG5+CnkPRphA6oNcldmLVSeNSQSPMK5YDlaaphkA4X+2xnzrsboCwKjWlKVg0mAGn9c7BvLpOiwUuke9E0oSpRcNxYuSKVMBxXoUARoYHNftNgeE94fwrxu4diplYTMYcL5Y25wJO1/soKJopMUqLAuZ9qPVnuhjBtBZCZ7XXTImBUUZTLBpjsf4UgOAdaPKw6JSr/hP/YPBQ2pd6jZlAHBBMjABHZnVlGRrtP7gUy8EOcC4zWDllZYlnXGNfrX944eYZmThxmTFZrwzzo4HKvbE+qaUsL4KZImfhk4Mp2BcfX8U7kXBw/C+wCHVrJ3h1otIaLI1HdzbLbJnnakth/S5Uu1oX7DPCo1UWyJkuA/qz9WQh02G0aJBq+CP+soJaWqgkqOaYheSya+bDZqz5PuRil73zM1ylz6sLa5l5T+9athToHVSclSCERDudYYJbmYSSBV9fZUJtgVc3q8JiFffVtkNdVmyFiDvUOmBd0iyuC0zovQaDiytRintg4HQYMZzvwR3NhCLd07QvaT7tFOlK413iLULCjcVcretZdWaSq3C0TixZNHRYij/S+4Fwtt7j6UlcpyELtvac2bsic20E/WN+pq3l0KYo17WxwFGAhCdcnOxwc3IKpviQr/D1W/ixgXu5Tik8fPhwJmQAwLvvvltYOF4nULeDJcYpGMKR3mEqzMCMlvbZuAmZ90MsnrZ2o2je6iBEViaBcoYcq+GIBPidzS3COhO30AlR0ExWLVcIAkrzLDUCdA3MtXr6eUiCgfqwMwkTUKSMjcwrOcbK+YIZtgoa8WvnhBA7hOy2VNej4KwJIhYG5oOza3kmlM8B6jqVCRK8T5om9eXW/ucxGlO5XgY0KBGA0W5xQqR1cK4ys+o6NTSY3azhUqavDEiVwG7D+FLuIteCQXng4pjO+j3OViP6WyQNZXkwhWFIghqXZ98yOksBqjVjpsQjCSq1MMRIzIr1UT6U8ScEh80zmX/tjoMoKJBjnK32ifktMyzVmZPMgKIP98lqxOnZNn5kgu+VYGtfcQ+cY6zgs9+4MkNMwOQlGFeZb2eYiUR8hUAXWbL0XqJ81mrUE9Tun/FZNhYNGWdOG80w27+AL3R5ktBc34U4p6AugTVTr4I9iXBVCzE2FWzWbprMe55mVjCN2WCuCynGrFPOJ7zampMyqt7EUhTB4IqfrPbY7J8qOIo2jfDIyLhNmbYZ/iCD1w2u9Cx+6s6zBCS7aFWdxWi4YkyKL2z75LL2OSkSYkXrFMsRm7QuRumcxc1UHNgV/RPU+if4Mu4J1NqZ+xXrTnSdcqGYb17AfE4OFZ1LYw7lmZAzWCZIKAQtNtmxWPerWjN9Llo0KMxrZZwOe5yd7mBd0NIe2PMyc52iw/WBkM+grnNSckZtfqeR3PaOa7fxn6toZe2rRKY//exs2IOioIGOs8KAMBOOgHwOW98dqkdmx2xdaJkyXqUQgAA8XG/hTkxq8q+JReMt3B9eSND4WoLRLs/9ZrnQBtnAsJrIlRV3qUKkOcZD3JwkHSaRYfxFhshMgnwhPqsGVNP3weY5eJAxaDzHxqmgocXxFqQnYIZk81jzF13NEJkLnzTsRntTBN/G98hLX73zJSOlpnMlLpEIKGxonCHNFKORtM+iKf+Js6dp7JZR5Rr5KlMXA61temF9PrlHMEotcUXYEoEJmH+HLCCJ9javVdcwkct7nBkCCEO8ShaNvAcpRqCxf7WwnPPiE86HHR6st+hvOfv02+cCo12lOROWpPmtLSrKVFI5LB+oEJr6hiVGzlWcq7kLKvwmIqSMeiCsnsq6aBHBLNCLRaPrAi5Wu/IMMZLrVHLHUY2gEvW4nyfDiEcn27wGdqxG8JCXMwNfnwMOAKZKw1v0nxlFFYAWGQWFqL0MajokJOtXqZUWPJGywpFaNMx4jPa7xThozRgN0NcnbD+a3rZwD4prmc5PJUAWaZcjFEJBxBuSbrncK9XaKnotAswnwTFdl11raheNZBVWvEWxeGdrDaozLjFnoslPQf9qEbLjjHc1++fXKVupcf9LRjfHaEz5XtnxaGXuAHEF0/HrFBxn4cd0Xlg0Gq5TVtGS1pt0/8x4Yypp6T/3o0lRUj9BrJe6//k+NphRwkyBVwMzgUMoha+IF9L8WoKWprcFZgx1XlIhwsl1quKCTvs9Hp3epj1P9ZoY2ZXLMvNGUXjIs4A4W07qGA3lHer1T0to7vp9YjRkwsDFaovVZpRHjOuUveM2GLzwsKjWTz5rMxbJ+mKuSVEzJDg5R0x4Z3OD1SZaLkGFJ8VrDUyv37/XHN4cQYOqqroVWD/K9Fk009o6GtaioQS4IMiQv0PMirNRi0Z1FjJTihw0nPqJ/wXC+6vnwMoIGpEokUOB4F4VzDR5cZwpfznNc3ArMZMg1FBajtg2XAoujniRIU8EKiLNvvP4iZMnZZvm9zoYnOP7A0noYB0jg4IAG4YlQvZvJTOHSihDmXVK1ypw1ly1NHflumTtbVofL/22KsAmP/RkgjBfBuCs3+F82EVBo1EZV+NpTBvWZE6mD+tfviTLJsFJLRrUSDca15CUKXNlytpiTZSge8LwRISAeeYuacs5xnm/mwVIp3VtrL1NMHDSj3j/5HlaFhlqPnf2J5PggSLRQfyeA4GnMj0rI/dPSgyisFpr4Ouzly0a1eDt+dOPAgAVSNK8s2BWMJ9ufp5s25YRnVs5RQCxZ1IfsVnHZq4fC13mDGPCvVnhK8DEbEWBz8bNIQiO6YjFnYnmKTjjwIr552Jp+e7Mkgyw1CEgHxrrb5l6JPyxVDOnWEfL6AajUWfZl0Nuvfn+lIICx/G3guFTW1GYcMTzDIUGt5UujWat2QoleV8t3kuWD5bPrRCRXKeyBm4ewI/qDigeSEUgOd15ceEzboKUBY2UIlVjNGI6aoPeoMoS8qFwsUpnlgmn/R7vba7lTJk9setv94adEWj0C3P+rZudPasFvQ/5+0JQs03G/uoMbbIfXOIsRhEjdTHscLIeZQ6dSdOdL/Hsqs7wEvIYywezsiKvi/5RPpd5G+DhcIuT9b6kTW/hxxLeHEGj4Z4DZE10jQyAmlngqLSrkU196Tj/6ANWShAN42NdgjQAyzIQyRQdCO8Pz9GtzHvRzE4R8xwK7rS/t5BXXpo4J0vQoJpmTsg5uwNJ1ivbHgVByr3zs2w/ClpoKllyYNyWqnmohoUSAWN8a/WkaNMyCbNAzJC12hQFvTrrlDI5dW2EPHZOWnYAc40mKjcYZZKZMJizxhWyLdz0zLhyO4KI1XXKVgvWd2YQ53Le7XDR79DtuCHA5nM105xxJiwH40Aa/SdGo2A0tdNMJClwqfmrNJ8pRoWFee+eXQOQOZQuLnF9XMDFsJ1pyXWtWm4+6X1lKNY3iSEv62jMp+1cmLWZGMHgS6uImzPlZNbo0HrqepQdAeS4Sq9NSdCxlcE7F0p3ErsmZLKWVf3aGA0FG1BaK1r08zRemls06rW0uDV9F7LwpWNNQeex/9wmAO8xRNcpbghuNT7PSoE89iVcqGOS81pzey13uKzkmBUCbPWlwk/gnPXItfGgrWugjL5lYHVMVvixY00fmvlnpViplb+rjocItKG8K/ZZH0SggQkkTpxlBdTA16gENSaA5xbVmdWGuNj/zJAjurOpVqVoRhQV6m1rBXAGTroR762vAZeFmWK9EfL+A0WKZQIOVvZ2xFmxZuaUaC7mChirBGVuxJ5V/VC1NWDgrNvjbL2Xv5OlZxnPl0HgjQdoYZ71cKozrYoCCoT3hmucrsQaneL83sKPJdwrGPxrDcbEvAg1TqxNFaiYQkZBYGtrCMULTTR3R7CIo63JkvYedjcp4wqAmM0mV19tBQwfgrowWBO4nKN1Qai1qmqGBgvi6VTDVjdtCF9iJmjuilIMI/0nWu0P+8s07pxhJiPocm2FkMn62/7jcAyhaBX8yoMwwtf8OJRzgwqk+YNWTIydl469+DIyr629vesMr92Ek26Pbs+zvcpjLP8uUoAaDakylS2CUmgfgXQPkptTC1i1ygcmoHeKCXx9I+ONjFvQGgBxDh0xTrpxfoai5WCpiroS4k034dFwszCOsuq7WnvUojFz5/DzlLXlnGReLcYYqC0IlBjwAohnZ0LxhLpO6dgOMp8LYAvjFSlgE67K967IZmXPz6IJo9F5Ygrn1jt7bpVZVMGDfYgMrZkT1e4o8p8E+SMferv+S+uRzmD+m0nfzfNPiqkDVuXa4pyEoFTBmnK7pGe9HgvyWlfjJ8rKBN0TpmXUDlhNN9KDij9rQceFLJCkWDVuCAoRr0uMzgHXKa0FYvtRDr2GhgWhPs92rRhxjKGkMYttR2tP7Tq1dpJsQPsoOijaMDQx7omdV1Zs5Vfyc7WVlpMgMlOqpN+R7sqiu7S5l3bcJ90eJ4O4TtGCBa2oG1aN18K9+Sg7fiBZa8+7HU6GEU/zAA63+7qAuY+vBbxOY1mAN8eiQdXPCo6x2nGDIB56US/0YtCUGduMOY+I56LbwnWZaWAygc9HaCPuEkJqawopkZ1pVfJYm2Z+lpd78vP2Gp3WMYKH8vsTCwF+5Eqm0Gadau6L4s1qEDYWAmhbuur+W58FdpWQIHsmgcU8Y37kPZ43lF6vqOY9QJtRIulGUxyu7r85n8zoKCy5fdVrxTL4qsF5gDOQz44jnh9fJUT6/O222b8yCEScGYI0j9z/QWCJizrvdvLnwgGwe59c/UwbaT+1MBnnF2d59JOlsGR+Fs8e59gLhfk5l3+l61R2B6xhSRA4aC2r+p9ZdIB03xzVgfsH8GPN0LdlERl3gRtD4U51bMa91tydYcoL60vrniwJE1b4OwL3qhBEhtE9KIDbMaVu7GVZBqvdbtX0IMYMp7fu5aFubIwXMMe394VaoMhKjXm7BxUbZBjqWrAxCq96wgNFvNBg5pvy8hF3p9YjFO8b3JBfWG5r0R23aLQc4NpNWHcRV9pEGbVsEf9uKguPGN/sWFbCa5orE067XR7TW/ixhjdH0IAxowLNi6JIOacwbLdTaM6r92G+IipNt3P3ILlwhxiNDY2pKq4dt2YdWtQg4g4C3Phqab41knSVUHBA5rkTWnEIRdvGd3UWhG6gQJwVkVKLxqG10mdncIBA3AXHCi8zJsMy5fdsdyAJlC3SSr7I5izcj0UwRR6Xzh1xw6rYEljjz7DbpXszS8canxvIZy3zgeG1oKcgGYNacOjqNMbCBxjqAo7ci5lA2ng3M/nlF2LRqJHTgtb4WOBl/HCnIrL1fSVU18xTjWPSo5FJTC46iwwPNbs+5g4nzWvNl88+kB96/tqCjDbWGmTuY0nRoufACrA1NDXMS/NU+lG9smTVVS16EpTJjJeqfo69gHcollrjbfZRWzSidT0LYQfaVWUFV4ICi/Vc8cJROJ8azP8RSsAWLFoL2Py7CxrPDCS1Z4CIH14wtvNg4pl7gh2TNP5yAupbeH3hzXGd+hFCK2f9faAIhPwhw6Ly5GU1LneB5V5UI3dXuz+E5akJwSuZ64vCCxKz9PrCcy86p/tahe6EOzjYQ5pTxnHMjJ3rEnN7TH8/MjhmSK+xS8IPZEkbFoB7ww/6Wr8p7ugvM88f4bk9hAOz2+792nzRs/6q6P5deP2HyV8QC35uxeq87mCthK8DvE5jWYI3yqKxCOp7SkdqMI4FYgS4Jr6sNZaH/B4LBECAB/1IhH8PAogxooO6SrVgDAfkVzNNzy4FsR4N95x34IW1qrVxXxNQrWmT6a0/ampRrRm7rfUtHn9Fa8QEsCPsuWu6dJUPH9lmHNzI85o+h6BpLYBxPzrQ37526NY2X4Wm70d8HlvxRK8SioxPLwOuKwKl74T46L3eOdRcpTHf3/P8AQA6Y2EiYOQjdH73MFwcA8kjiY64QwRwdze7cJfV+BC8kvPn6Dite1c+c59z2aq5dRcobzFy1960lxGqaqvSEbRt5H4Zz5p3W14Yc3fcdjOB23sxO0dfA0b5LbwcvDmCxh2YQSt0S6q7V6duug7roppp2Wlklo7x2dTvHLANK4DpqKwPB0H8xNrEgcvfbT7667BuIgcCMHGHm3C4aKNuRWDCTVin+StTy+b7o+exADdh3dTUhA5gS2xeYi1bPustt6ej5wO8MuRbBu7fr+3mHBoLdZQmjIDQEbZhyB8VQY+Nd5ZMgeZuBCZc8wqNazQfQnWm7wWx8ZsWQ8gAVgM6k5f+Xi4l93AlaeKmV3FWSIOKl7PTNcEaHivXG1vfRftYevdeQ10N2IYBPri7Y9CMa+rOv0IDPgsuhgO2PFT7TQmvt4KRpcZSOfbLsHl1Y7sHiAIg4vRDzzkAXXfUnr2IMPkyCo0Cx/WU8QYtWynD0JnijS9qakBi7JP7XEvdrbyFI+yiEu6QUPWyllN2Qt9auEIZ/y0Ps70MC27cx+xNQRfiukwLShkMsgYerkiL+xZ+fOGNcp2aZYyqgHuA+wPBZWhIZpF7s2kg07PEeOpPMfquYCaYKcWnKSFcEm7EekFwHO+vA57609SfJWSLAWeEeTpLZea7yprCSJozbxphlurD3AFfTeeYVS2O7d36AZe0uRM5EQG70ONzf3H4wTtgpjHRNYj78syfIHhX+FczE/yK4DzmAt1dzK+Bes+ShrB+RiMuW9D4WNtJKUuZoHnLFrOoRAgghCXG7hA0NGots3Yq2LfodtXIOsZyHsPa4Zk/y23XwDQzSyvzOk+7mc/kF9ODu+d3x14uWgirL77wF02BhU5OUkXk1tknc6+OGU/9DNs1P7CvNbMP4KDvJrGcGXZlMb4Zrmxaxw6OXsBWOG8JVEE49mMYjnS/Tta49QMmr4UG54HUzAB5RggE1wFgwvNpXcYhxHM1mwZjMWlC8Vgn6/3VdN7+/oDlzm96UXTEu61nuHWvyGYSSgqfA7F9rYHMPkNqk3vgKy9zsOMNTOhi0HToAd7MmdM0xgMa+QbfXf7N8fxFvHFoXsxUWMHr9QorQli52d2p2wibLhNzPZe1gksrrC9YjzV5QCL9zXsv77KTdb6e1rMsVy8sZZk9LDKudYBf0bz+EJCsHZ9PF2W/HAuvEgDXruWhH2idrEMCEQVg64cylW+EcLqgiPy6xGiYdX8t4HUaywK8MYIGHUAGQEQ+AyEYQeNlLQbkGF9OF5imBhFluYzBU65ibPuLwWqBXcqSJGNkfOXPJKXmPTUfM4GGAO5zsayiIqzRfmsWkJF7sAM+Gx+CvFEhG6J86weM4ThXgl0Y8Nn4CEAbmdt6I4HpIDOyFDj9eH8uxROrvfTrLGhoJp2UBOAF9r0laLY0mXeNvRnga7TCyXWq1VDRd3y+lUbRjreCIj0jcs0FPYNanV4I0QEBqh5aB0wbhy+n80y8W8G8Zg6U5tBgsI3b1CfjO4f7Xrgm6UxVgt28gfz8b4/vFV9J5iACn26SoKHQtFI0NYY2XXMUKiPj5ivVRqtmRBJ29CfxcRYSsy6hs4U4D+MVGyxNrGlm22unFg1i6eNVAJ+f4HI6iQqcA2NlRgiiHCEGrvZGa18pYvI7C201mK4wADQBX04XM5whwlsWgmwhSGZgOunyejjg++OjWcD3sRbQgxb4WZ0no3L8E/kAAQAASURBVH1m6csPDp9OD/NUG0HvoQd8ZBCJSpxVyxgapH+Mq5ridrQyb7kSB95F7pgJ08ah23apcVWiUSUwTKfl+g9azDAO4C7BV2v5qLXiLtdnHoAwAFdTtuAfVECllw/0r4+Q+YwB7hh+gyLQWveC45p+NlU0HEBQC6ERDmbzYmBw02zY9qwSi+B5Pa5m94II8OerxNvouO5l7X8LXzt4YwQN3EF8QyD4FRBWjD5WkLVw0O9TkWVF8J1jfL6/wDT2M80IRUGDPc3dtQzTuucuVpKNHw2Mz/cPwJMDdWFeFTYRqyrQtaWdIEboMauYTokZdQl5hRD963vGJ7uHoMkSgZgqkBjPx3Wy4Oh3rfUCgGu/wu/s32kS+hZRaTKClYBU9/Pl/gw8uWI9mIFpE4v2LWj/XwjxKS/BlNjDmQCl+0iRkW5qioUAeXaJUUuVzt2Uz2Jj3STuRSvnNhh0yNp6uGJrWutd16dQpoCJDpJHm0df5QnuGNMJ4Yv9hbFSzKdtGWc79tndiWPZhx6/vXv3wGi0cekgMMHKA3X6WKr2vVbs//buvfKD+DNcbLDqrmTeRit7iDlK37lKK8/Vz/SCppeN62+EUltHA7if+2dgwUG9C6Xw1xCUrZVtptkjLtIWJ0WBj+901X2omUfFmwdUdIEJ08Uaz8aNKHBUQVArSZgAz/Ce0A3S9uV2Xbo5xnPo607iWQFTiQdKlIfQSxuf7h4W+MUyz4OmIi/aJ0xnDtwjZT367laE5WZ2tUNn6EhlU43PSNPrEhBWwPd277S11Ir/VwR/2gvNyo3M5nWwxsKCZYCZgPpsLIGhDzpeh1xXYjwh9Nt4NheQVGDC/ryLFiWOtam4+D5OZ1kOYIA8EmOvlcHVc6DWE/kVw60IT7anzcroLTrZpEGchaC66n16rwemE2qnjo3r9L3dO8BEQC/9EjO8KpFczuhm75bWjhlMtfU8JjthgvOMm3HIcyWkvdtfiPus4pK07SEcPOtv4esLb4ygIfm250jQgcV6z4BfA2ET0LuK8V5qUwlS8Vn+27mA720fwe86KWRHJnd3lPoxOXDXyk/PoEBiRQhOEDyLoPG920dgT6A+ahcOTrz83Y6BHCOsSobSji8YZoKDw5YHhAH47vU7oJHAXXw4IDHQ1+MKl9s1iOZafs+50jcAXE8r/JZ/F0yNyuhQH29OxMjDFfEdgBIDnls0WNr79PoBeC+IOedjJ0xnFVPb2uQwp1YOyz7stdtPzbA1CUdDe1gz22zatXUo5k1Rcp1SIjlblzAfS6rsXYESTzuQibuo8bIf5/cl7ehcC8Yrxnjm8MmNMGV9rIOQhqHFywKyG4Zz8dmKFYzaRIb43Wuby4UCFwi2mRxzo2YFhZwoIj7znesPZu0gEMaHa6y7J+IW0WJQDhDQZE2rmGWKjK6dVttCVZ1RYwGqhbmZllmFxw6S0tOZ8RhoLq097w1XngApTIfEkKnrn2EwFhjpJsMan9u9O+DJ7jQpcPRZRyG7VzGBQkDwnQgEAXh+s8GmFrrjGeyI03wUrx/ke5ng14DbA79z86h0h9E1jYJGOhP6NRP25w5+iPjVMX7z6j3pf4EZbwmdan0SnHC8YkTxuirU/Qb4rRsR1m2MQdD7CKGN+we9rE9FS+s6GodwpIw9MrKsQhlAXbuQ4pL7TguYgemMMG6z0D2rYB5h/0AsUvpcnebas2tIffE7CD12noBAiX4n+toQwMKKEVaEJ9uTVDflpUHPRYGjpa/plLBS3oCzQoV7AhHjt6/fgRtFKNFnpklwO3W56GLLoqFp5qnYwzwIYsBNjGfbNVzlOkXE2L7TAcwYuft6WjLaR+pHB6/TWBbgjRE0mkyXAQ4OfgNgHbB2y9Wq8wv6k2cXTT4ndF3Ap9cPgL2D9U/WarUUAHjKGpHifbnEonmmKGgQsPb47PYCmAh0kt1+rEVFuqfsZ01aWbkaPzH8MLdoJC0WIkGKfd+ENXgI+Oz5OdwE2NhK0TAxrvcrXF6d4sEd60fR+nG5WwiCZCVgSGt2yJw9txzI31/dnIjmpsvfMxOmU4BCbr+F/GfI5AB2sUIVMyG6XxdWtPqM6J8zZB50/eN8A4mrHLJQuMSQWGaZqXRHYDPG4m/5Y3bmV8kXFwm5TsEl16mmgYk4Fys0gh33AeMZ4YvbM7ADeufLiu3QPjinVCaNX+Kyv3gmQ3C49QO+d/Vwtqa14EyWYY9MkY+C2V1WB8u8/tblO9V3Qun3D3tcdFPUZtJsXvJ8FQ9gzt4sTgoAQuk6lVxW6nW3xycyzXfVpyleZ0LoCWuaAJf37hAPUFufuHZz0+F4ThaNRevp0lBN/yp7MoDdww7b7QZ+7wDHc8ZWm/QBYRLGCwzsbwasda0jkz6rxcFIAm9RizOeVacqfQbCWvb+s5vz8rxDzkroqGEVlDOwvxBBBCz7//0rif2xFiGraCHO9SFSdfYl4eKYfOqK15242Xzy/GHRts5BXYT8GthfuOW9QmQwtZDi0hAczfYqBAdKFrXDYwYijtM7ZZhhZsJ4DvQ3lCzsCf9V89o/yOuPjotzae8cU4O2xLHQFN/vhX4XzxphnRngDcOPjOe3c+Y7PYSWpSP/OsuWZ5Rtxb6tGNN5Wcw0sLhnsiOAAj55Ll4JnKxwDO8dXAdQl+PsCotGXMaNm9ezyrQl8gwe2G0HrBtB6btHQlACu5JvMWf8Lfx4wRsT8k+OlwNpI2HyJ4zhZMz+mg0E0y0gwuRmFNsDgKHz+PL5GdzWRUbWSPYhEuGRwH2pSWImwAcgEHZhQPBC+JiBfi1t0uRiIbN8ie/U0BvGl2LcQlgzVhFJ5vUQ4clzDs4NniRTxcB4+uwMbsx9qPWFCLjZrTBdrg4SDF2Gm3GFLy/PCqSs8ycWS1Mi6uq20aqgWguRhqF+fnkCVwl6ADCeM6ZTeabwDb6ngqVg/OJYmfPFsgxbE4XWvH76Z15S5gdIBI1m5hN5LmmJCOKSkyhy/BHXb5bOMuTxKiRtrGnfR0GjM4GG9ZbUjB9FYjxeAF9dnUVXIYZz87Or1ZKloXxv5oRZ+t36Hl89Pat8uzF71mqFta/ALmv6OAp29f0xfzMDXzypkhdEhnT70OG03xfa69pNSKG2nKiLTcE4qrBvn60FiPqsIDMdB11YDBBHpngATrsd4HgerFoDZyUAVUIOkK2mgcWiQZM8K8awavyBZ+5qB7tmwvZdwvPbNbCLSTZamZ0CAd6DJ4ewEnxHz/vyOZUHq3dVgCREpnOBZvg1I6wZj5+dzZnnaCVau3Fm0QAT9g/EZ58Y4I5x9ZUkSWgrEOYDSJ5yVDFyDTw218FES1N0nZo2HPEwFy6NYtEQK5E/YewfRHfTeA5T3KOxaHTgRYFhJhcZ3M49ZZec6jmroClwTaVwYSaMF6LNByLNNzif0rkEdo84a/OjoEFmPAFValajuEjn2su5YhVUKsbczpE3Hn7N2D5fx5jMoN7LM4tQsf7I/Up7SgfjKxHXp3kywKuA6SLgpBvTZyo8hV7afPz0HIURJwDeO4RO8LKj0FCASL8bGmfn3WaYogC4kTHeDgnX63NEwO5dmU9t0eAjEjC8ha8nvDmCBnCwIBcHgj8JODnZY+WmFm5fIAKRIYiX30bGDV3AzeUG3ZYyQUS8SyzmRRoJoUPB7HNsl0JkCDVGgwnrzYjnVxvQSBGRloyuasUKdwzVULr8HFgQsV9FUyjMd6pRZ5fGwZ5wHdagtQc/XcHtjWYqhMSobrcD+mddc/20PUE4Yv3YPZlnqErpbYMrNMozBg0o/YoLPi1+djnA7Uk0nyrIAfAXHuOZCEj67izouLHdSwycah8T4ajGo88UoHtTn8u4PykmpWHRcCRIO3WVGFMqYjRy1qu0MFDf8yQXq+Yygp6fjdsXxJwiQUm+9pVwqu8W3+lZGwLGi4DtpfjJi+tUxUPFc06BY7+U2iSUc1Ur29YP4K80SHWBSukYzNfKMKR7y3PXKbuuuk7hsUntrIx+IOwfEc6ioKHZiHL/iSObMyFAtqal+VHaJ2UqgIjD4tqmMxYq4hytPw7zOLOltQkghF7wADmGaoLr9WOm2RlOaxqZ6Zmve2AkDw7j6pksIlFQ88aytOwCJz927wDbmxVoT1ArQ6HV1f32AZgIfiVMdX/lEl5UvFHHEykzpf7irQxuFAAEQjgJ8CvG+GxdMHuqpOEO2NB+tuccgPGhuK2CZe26r6SuQbLe6RLo9W0tCWWmfxEaX6k7nvPShj8N2D0Ry3JPvrRI6P5sGPsHMvf6VNUusroPvvrcjjv9GtSidjijXqIDTAjGhVZjNFQRMF4EjGexTzKKoII2EMZHQQRQBqgLWLvMlCcFBKFCGuW43RjXpw9YwSdLb43XmAndiUc4CcB1P49VOgCkAkULokW+qE/DAK09cDHi1O3zo2r96CS+a3q2QhfvjwpOQd24uywslhZxGc+p28W55jGWMRqAGwPoRgLurfBFxNi9K3dr5K7wWnipWiI/TODX8N9rDm+OoOHCIpNIzOBA4BOPhyfbwuTYfiH+ZCR/8vqiAcCq88Blj+6WZn7PxAB5wI0EHnhmYreCBnsCeUFY55sdwtUAGgnOZZerwK7AicnMr39G4lEgJCcauVbfOqdE5ALhJqzQDx7DUxctGrGtgKTp8tseq2e0SDDs+tzuB/RPNK/4nNlOsQOR7iYCUyB/mjE4MiZpr790cHvk8USOtbsY4c9y8FlTsLyvGZeRGOAu9mWZ7lpzFTvJ49I21G1O9zRQEuQ2UUO6pPkMygxG4tohzPonVqGvoIYAynUcDPFUgqAWjfK45L+Sla1irtzKw194uMse7MSsX8whnTNkLbmjFEyo51aZV2IgBMLO91g/bhTBqv/WfTZnKqAULupkA8lNJrbHTNJX0a60tXsEPOhvY4wDlWcU5k9DnFUoVV/+ovugTJh1neIilisxX5XSsTe4rp0utVyToBYNtwN1cl7F/W35Eqs7ZzrPxs3NPuOmAJoiMzKU45c95yahVOZ5to1M2L/rwTc93E5cp2ZrF5/D5EGTA69FUB2uqKR4hFmmsIzvGAvkIo2dNh68ZvTP+naMRpfdD2vXnemBj5YWgDvG+rFY04ojYBh1imtVnKOobJhlazoGkkWDwScB/dN+tn9JeRKVcPuHea9s7APLpADIWFoxGsVRMv1Yi5paUNlqFWqwKCOiOes6hQcTpjNZJzJnY5Ye+9FeXOoAUMciEOq8ERUQNKfbui7gKEAHAvXGoqGXsqK1680edOLRXbmmoNFKD7wUv5CThOT11H6ICf16wtnFFqfdLiq/cjtaO2p40hVeCWAGT4Lb+97nGA09lLE/CpxiNIox2VphLBaN7tolN9liru/tACaMoUuWEMHLr6qk5lt43eDNETRIGKclMzgCoTud8O7mpumDeMwNqJXHQ+cxXDp0O2SCyEhMG00BbgK45zLw1jBD2aIhDV+sdxguO7gJ0cQ590/WJuzYk5WDoh9kEM1GWAds3L4k/oiMASJTFxjwhBu/xrCasH5C6PZIp0c1zEQAtg6rZ2hqUxVxKg+z3zWEEqakYVeZQjUmVrtrg8GJjHnWTpuB1SXNLRoMnJ1twWfeMLUNLf0SLKXyNG4/XSRSizEaZMc+1x7P65REAhHPSaswVDZHO1n/li+wCsZmoko4a7pW3wMKjDHM3QBrQUP3wjITfe/RX4wYLh0Qic/cKkKJoZIXYzB49SwZgW439Vh/FT9f1ITHxbYMdjxTKkyLtr5t0aC4NiEQ1o9tu8roE8YHAef9TjJ9WSHPPLukmtT01vUdBBtNf2RWh4bWl4K5G5ExasZyoGEVVOGxl/0mx1gs4mneSW5+Jp5G+yuFwgAXXadSCl27fpoE4AggljTL9M4e3bUTHESYzTUJ59METAReicV1dYkc4JqY9HhWKyVQdl3LeKa0DApDx6uAIeIwy1gy5wD77OaUce/wcCeWFgbgGJvHnKzRcwskmsLY0VC9q0Ki8xBryumE1VOZp3WdYiC5TmETMD3woMBtV8ZoWevQUDQgz98mDaDYSQiU43fuorvxTuicSjwEnFxsMZ1GvEPlvVL8wEx49OhaXKdYFHYbNyZG3UfrJlOjfx2WZ7gx0vw+YDBWtdmQA+Fss0e/GTE8F1erQgGkg0dL4WbPAsq9VJxmz14A1usJH148zxYNc45DDAZfP6HSdYohd6UTvqWnAHZU3FflW86SRUPPO+d7omdrDOhvY6B8ogNirXvvnecAtGBfFTv3Muf8Lby28OYIGu6w3zIHwmYz4r31tQRFoo1jZgtmtP+pr0iIB+exuiR0W0QtYemT7rz4L3PHWNVBkkE0SdswAF5qPjCAh6tb9FeCJJyT+Io8lmqstRBSEWNyAVgFEcDqOXG2aKirwC70WA8TVk+5tBIYdyi3dVg/FSRaMG4NZDKNHdZPDKGveeuovVbCPVZVma2Jf551Sv5ePYsEwTJ+DLx/fo3hdJ+IY63Na62nPBPS74DJk6/CIxvaQKUbUbOOBs1dH9QFKweDI2mtk4bUgGZwkT3LucnZlQTNakh9FOgSNK5GdgcA1FrTitGQ9/PffSP94TB4XJzfYrhC0uC3Ao41dilODKpdp5r5CnJn977D5ivjJrSgSBD+rVznws0M0Y+5JnRWVmDg5HE9bxGyw8MJ5902a2RrxlfbsMKE0mmHMhkEZ+G9hjpGo8WEquvUMUCRSQi9MBCyJyaI1vTFXFl9DE+cg8HLfskzKLlO1TFlXLSh0KxobAbz6OE1uluC26kCYW4NZQY4iCKHVqJQWF1V8SdUuk4V69lKtVk9t96MoJUXAaYMpYEPDqHTDD0lbmMGHj24yVmPHHDylfRXMPpWMTPDRZTcvw6lbacGfZIECJwsGpuTPdZPIx6uLBpq+eg3E7oHY7Jc2/VI40S0aMT5HlX1OQoa3C0IGuY5+Vc+UGTAYsJ75zfwpyHTo2qsOq9vPbhMFg3XhUx/2YzbKJRstynr1CR3tOsCBqir0TxxBZjwcLPFZjNiuEbbdaqI0dA9O7B+Fn9UtO1kNeIbp5c4c7tizID0DWKslYZrn8wpMU3fhSQsFnggnsNNoRRFchW04EaP7hazuCwi4Pc8eixuuMGVrlM6r9cd+DX895rDmyNoNBi69F1EuuebHT5aX4oW6hglW9QEq8ZdNj33sekmDJeM/pbTpc3vAjQJE4xOfarjV0roNEaDAS0O9HDYYnUF0CR+mc4wksWhqxk4CHGyCIkIcGs/t+BYE70SuQDchBVOViM2TwO6vRZsK5/vdoTN00a63AqIGLx32DyZp9Hj2J/m7QYiU1i7h0GZOm5UbBdis7rkqPnMLzITPjq5wvnpLsdoWJkojf3wDW5ZUVQoal0stY6npa41ZjpfYxlRLVtt0WhmdmF1B6LU9pKGLHCps9a5WoZ+Q9NiMHitSVRIbk4Vo73qJ3xwdo3Vpd6FUnhITKe1ClLpOpUJXo7RGKcOJ49LQbkZm2DuBtk7exeoYEwMMOHkyywQJCGcgZMHW1y4KGjUwb8KC0X4ahe73G9ZUDAaqapAey4JTUtg1iYXpivBuGxiNKrhtY4553gaIk4xGvkBY9Hw0rm6x6AxfhXy7Bhn44136ycfPEN/Q8aiUcVo6MvTBBoJ/Uq0NKurMGt7KXhXFT1prxpjOVvv0a881s+4XHeO+pEoQBbnIeLxj8+vwEPEm45x8oVwfTMXH4vTG4kwEjNdrNvyuS7wepB9O9/sRNAgWQ+r+de7tt6MuDi/TQy8paWz9LYNBYLMLY9bK3HrPVZB45AVQcct88j4ShVFzISPzy6BE1+Os1ZgAfg951+m9e+6kOMUOVs6U9xRQ/AljgJ0IHR9wEotGi3JmUVBeLHZYXjOdxb4K/sp5w0YBRQD6j9mM/ydrfb4qdPHszkBQIiuU5snAW40+DcpPaMnRhQ0Squs8DinNiFJbJ/ZWKoCQKNHfwNwF5UW8Tkixj96/inA82Dwr02Mxlu4N7wxgoZzd/iyMuFivcM7w/U83esRUKYKlR+98xiuAbcH2CBnZaDJByn6oxaNhnAggVqa3hZ4NNygvxH/0M6FxOwmLVWejslLvhCgSyxI0lg0SAmQ9p0YQCmOtuknrJ9OKLLxBk6aLrcnDJftYPqZB+bosLpccmfL1ah1PZcqN9tp1bC6DmLRMK5TYOAbm2d4sNmll4703lgEXX917+hASYDKAuQ8leqhBAPJzcUIHgN82/qCrFmymjAVRC2TbgmPjqtmFABEYlMKAz6QcTObj8FRSIxfh5AYpVXv8cHJcwzXwhQMddApMNfQRNepmatGHBYDGH2H1dNd7Ns01RK+0/uZo80KAppp5XRN7TqtvtoWn6nl4eHZLU7d7m6M2jBv2Cw0aczQ/axiNJpMcdmkxmgUzMASxHVU7bsz6W0X3UYs82Ong1L4ZkQGRtFLx3N3sjqY/Qj4XWdfoduivNeVYAsG4MWS0Q8eFAjDtckMhCiLE88Yc3n/cB0NigxdP3isnodcHFOnxge09Ax84+QZeIhzd4z+8W1ynVqspRHh2EDi1ruAjb0AQIyL9Q7rS5/anlkPWbTkj05v01mzAontp0OY44Z6uNVeMQNBrV0H5qb0zRanrIqH4+PNJYbNlBpPe22eZSb8zOYLcCxW13WhsCgGiIC5JLBp8LTzyBYNFVyNxTtbWoCHwxbnwx79jUnUYuGAUqvFW6RO8o8EJ/2In1h9JfgojdmlhDBEwOrSl3GWHNNQO8ZgXLLnd4uxarjGzSqDTwH9lmdKKQD42c33Iw2qXacaVsS38GMBb4ygcZeJGQyc9Xu8213Pa1ocggMIYuU8hhvR/reITUJWXeXqEAldsmiETDzP+x2Gm8zYt+a0yFwYBpVYXK/6wbd9ajkzYaplH0OHk37EcLmXQLia6YEIVf3VblkrFedCJBqU1eU4f0YRaM0ML8wJmKcdTpW0r7xoboqxEj5cXeHBehuJI2eidAcRvzPDS/V1nba3eDxq7+q9n/Hwpt3kX47GPnM2t7MD4A7PpVQf1xIQiuw8qs1SzdVsXndYfwYX8NH6EsON7EVHQQi/Ya6Js7Bmh6gBpgVEzXAIhO7JTfO81ellayViyuOemiy16vVeM4Duq+exbeQHmfDeicR2MQDxQzeumo1jVfxNC5YnngvnLj5fV+Kt4T51NAAkpti5w8yeHR7ZNTVMWXb9IPHxj8WxueOZ++iCvLro+sVM+KnNY3Q7JEapJaSBAY6KnKGX1KX989JSXbjW6Gd2goVMSDN8dzbsMfQew3M/i8fiqBFfaVxgdRa/uX4G7nLQsnt6BXDluoR4r5rmAeQYryPd5AoISHF1Z/0ew6XGflUxZVHgOhlGfHDyPI6xbKq++gfje1oQ1yrt4yGlD5c/6+KBH68uxaWNubCg1PC7V19IbaW45pLedi70LiqgAtK57lxI99K6vtlGLoYtzoYdhluWuVqau9CJxkgqFFmMq3F2FJI1+LTf4+PhWeEOloYSOb5Ew9MXUSEQ3WKVJyjPtLS11rNnxqK0jeN/NIUYm1q2QcT4vavP8vx0ri+r6fshgsVbr8u/1x3eKEFjEaLG+LTf46K7jVL8PQ4+G4tCpRnubwO6mN1h5p8c9HI34keCce8wBP3U7dFv5T1XtVkwNJU2YilovO89VrP0qjW2FWI3scPKTXDXO7gpt51jNCTAkG52OAZoInTX+9nayPrkddLfrRtJ8eyBve1up6RRtWv8Tn+N8z6Ps4nnXoB+F429JO5MQY9MoIjZ72Igk9k/QkfZxU2IgAQrNvN7UMnoLGqu7phXqwja0Hm8M9ygv80uBi1BKf0jJI4mF56MP1jTCEvud3p+c3hAC5aKsjL40rvx/KlMcXU9GzMx8Gh1m7KxLDJLS8HgKmw2hH37U5jKO6ClLT30eMQx3DFWCAnt1czrUcSs1bfN3mSF6jS3OXN3aKwA8NHwDN0+uq4snUUVcgKh78SVxt1O7eeVQdT9YaS9CsYlJI9Dvtt0I1a9R3czb1ffG2bxSoJL3x+uchFRAvjy6vC8q7Ow/HCe/kEwLoHnww7djbhu1e6gFC1OJ/2Ih8N2+RzENVHr46H+ufpDrT/3tdTM+mDCu/1zrPoYY0ncdG9lJnzcP0vr7yqFna/wd7tgH6e16VxAV48n4Sr5ed7tcNqP6LZz6xeAJFAcc3eTZd/Q+jwucdn+oLucWWkAgJ0Eg3dXOzhf9RUI7Bg9hUg3qvZZPCtWzUQv9QfimtWazTe7PQgxTrBq5OvANL+F+8MbI2gAd2mjCetuwpnb5XzoL3nqHQW4fUjBrdl1Sr5XAjKrh2GgTkO6dqNo6NmM7wUZWkXES5VPtQihSs2eSfJr78eZdjgNxQO0299N6BA1aruGRUOHYLXNC1uhjywdZLf3OSOWgTO3w0k3vqwsIGC1pHGcjuYf3ktrszDfxYwutebzLs1gDY0Fnic+iMOi5buxxCz0FHDebeH2onbrNGi0AjlrXH6wBFHY4Jvb5WdsM4zSVI8Y2HnsNWcC37SFmrN+13R/nA+kGlP8rGCI4j4uNlW0YdIVR5CA3Lul5NqqMgtkrYCZZsHgmdlZnnjO7PZquIhH3bWkzI1ntpUaW36KkDN0MdB6b1S40cpwMAHEoeGyWKw7F9Dt6mrn+ZeUBrZiBi/craxHxONh4VzdBYdo1NJdtNn/QMDaTXBbE3vU2Mqh8zgzipmudU5mMmb5wJJiQY9R1xK2a6jarOd40W2x6n0xj1qwAYALjUeK46p5g1b9lPyd3DU9dp1jdA2Lnu1z40ZZ56mxbq8ArICydhPOaGy7gGvfu31Jw0M+D3b8rVgStd4sAgPwIc213qOHTuoeJZz1Vrj4sYc3StC4C3oK6LCcnepYI4feq454lvK2gEN+wDYLhSHoHThW0z1uLHeO9R4NqZ8nTY0sVel3SFXzBswKODGAuq0DMAuiPQTKOHueITJmCdIsEOALIv+Zy9tLguz13Q0tMhFHTsQfIcTJgOYfvaiVeyDfzBd/DDSZFB2Mv39M1YsCT6VbpbpbFLV3fkheAK8KB/CR1rIXbPzAd3d8vwAbGpsuA/OUq5XPd3hRE2UbHAU5lwvtHronhVBKAMczfG+3o1cAzsxhqX91L2rBoltrC+7jKbAA4QAdqPF6OtPV2dgYwvwiCsV0/u46g2lckmVPlY6vbJ8bzcheHT7r5EO2HFdtvWwMUOqjbj/CmnL2yK+Ty9RbeHF44wWNGsl4EPZVGlWFF6CJLwczBnmuzZmndaXZc03cbp4Zj0lD+JrDWC0DdcfPSbW0dyLYY90SAIQjD8sxdNcOa5by8AeFp7ntOXYvpiJCa1kPEVoNwkyVwV8BUU7xMK+jbf7Akraqld8FgZ3EdjW/W+5sKdlCE9SFju44E/Ye1pYbglyA6v1mNre7oDWErrEGyQ0EAM8rnb9quNeaRnhRXrymZS87t2PvutbHeKk+D7z2MvOYrf+PiK99kXsMHKFMaFiuU4apu/qk8vkW1ONm9+roAlDh4zr45y382MDXn8M8EmZHuHGBA0uthpuwevkO554Qi1ATlsJlaAEz1m3amhdjcCVBBZJLRG2tIWJchU1z3HEAybYdmGLA9IshhGMYiMKD5MDjtXXjivviXdqsxTS8kGo0BQIHYNsQLO+LOOssTiPa6w02PszxlUOpDq0bUeiAS7tXttkX2JNifQ2S17N0FRP9KwMjis/KPSu1lRtbyljUInx13FDoCKGndBCa27BwMA4yWgT4FS23iUxUX4TPDeyKFNUFNDSf+rlNC1k2eI/ObdskOOMqnMweS/OKP4t4cse4CUOxv4tXQN93AHfAfmoLNcwEHjppp4EPQ0cIw51RJ1Wbxz9Lm7X81PNo3VsYCMFhDI2q8nU7x/SZ8C1lF0MHwa134ZJD7dffWWWHwR/LQcsLd0XP5F106sgF543QzJuwxj6u6dFCvVrUDmnhl+7QPYY6t4pSuoPtYbXMuYf7sE0vfX4saUkZ8ZoN5bEU6XLjZyM7XIZNMYfkMlfdhaLNCuT8xj+IwR3hqjpTko1Q0lmlVhubocsf0gWpvt9sXjr741t4PaGtuv8xBwncloPviItydddhjS/Hi8XMMxaIcdDvpFWErhYAsrmygWQ5urhwdtEAkDKgzHKux0wY+6mvAtMYvQupJkEae4RPp4dVv1owjvKz8e9eAx5Ixy320VeJIDSLUU0AFrOrEOOT6WHhC04XFzF9o2peY1Ypax2ABLc9DadoBaS3xPClfYrDkHUKhOtg6z7E6tPxWeek6urBOh1saigEgIkRBuCL6YGZt45p2XY9C+qt0okSS20MxFuQqmV74HE4LQkCM7x3YFf6tqdpVGdgeVzxR/zegdP5Dj3gNx2om9Le2SJgrTnaNueBuxBmwgF+TRiWxlR/XDFgHO8bVcyqCuKLLmsHGAWNe6oLKy6BxFTVGgb54SHKBQaw9x0+HR8220vFxsw6aB2Nz/0FvM8phYH8s15XZiny5wfCbt83A+ADE/zZOn/uyvMYBsCfGAXBS+AQJprhWzo/q+JQzN4FwO8dbsZhQdC7i6s1gnMjPW6IBfs+jXipFqhTccgD3QQmCf5/AcG3Hk8xdBujkR5aOr+xIGVrkewdORMFyFfTGZ6P64Wm5m1oOnCtJZWSKeg7S2firrNicRzmS5jyExT3vPXkUvv5uRkdTgKgEuwjmpolYFGFT46bmhmzY/B26EurbwBhyz0+Gd9Jn1m35ZarGHGuaO4irSQGPt8/gFr/yAVMa8Kn/jQ9p8Ka1leStsw0qFQ8MRMCQqLVlP4D+OLs66H6PkLo/aHC6zSWBfg6bOsrgVnF03jxiiJLIHw1neN720cvTvQi48FMd2t0iqjw+XekxCxpn5RDQ2IGVJOh2nk3Arf7obz0JFXKW5oPR8B3dh+1pxIZfrAQ5ik4aadzRwkWrboldxXBy/MHOBC0Am7xfqPzf7D7uMjXH945h5sAdlL0rXiDJU/6GDqQJ3w6PpL0lFZzD5qntDwCKMi4n4UBMIKdngnyAUMXYmE3KvY+VUmNH2mgslpm/Jrw2/v3AFgG8GW4s8hwCRed5hrYgTzw3VH6IiClM/WTaCv7WBk8DV+zprQYU6aYmz5/2LWEByaEFTCdOriOxfXlGM3oIZM7C0FGzxjP4p28Kz9nhMLtwhyF2ZmGzVTDM6a7FU+gAmQIDtxnAZbtw5yVIsWr9ZqowBL73fkev7H7YD5HZV5s5UiG1EbpGZ+M78T9LTtc4jFDL1ai/XZIOMGmz2YmjA8yLoLjoq6E3wDTmRQktTV/gLl2W+8GM83cOWZuKSzthEfnRhuLEpcEALsON7tVdQbLppruJy10TZq5CnFfRXj7rf37qV4F6fdMRoGk46uRlC6H5ZjlgRdJZzsTFFRxFT9n52Z3LUQGmDi/r82UjCswvnMCYuCz3QM836/bipvZ3JDwHXcSt5KGeYw1pKFss/u1RGpScrH009DVCLOK4ua7pFQw7ZfpbSMurJj/2DAK680dgiZN3PIuTPgDkHvYkdAUYklDf80rwQEGF+keOsdCF4tzz6k9yxP99u27WZfTMaYTwm+OJW4hD4xjh9CZ/WDFg3Nl18gerXCf8OhsJky9hR8PeGO21ebb9sGlir69ufCeCV9NZ/id60fpktwLuPw9MdqmLcOPFO4RHUJ+nZFSM07sYgVewQUelKoPd5TrbwQmOA90e2C3HcAu+x+TY6yioFEzvgDw/15/aAaFkilhpCq5+9DLekWiVPoqGSRzT+aXqSIQAMgHhNAuzJSe48yE/erNN0BTnG/H2L9/BjcC3DmETrQxFrmP3GFiBzcB3x8fSR9mbQKTCAIWCDk7GHFJSCIDR4HBk8Pn/rwSkIT5oJCtS02rGSNlEvKs1ZflQX8C/Pr1B/kMGYGz3o+DQlIUYJV5C8GBXRYeJ3boRsZ3tqUAShPDjy6fI8t5cz7MHcKs+m3hWhaZEKvN0rz+fk3YnxO63gORedUiYNlCNE+GsCT46j3jjrF/QPm+I1tvpEllHkphD2aMUgG7Zmrlrkyhy7nxq32v29NChuQlPe+MyUptRybavD/PBKbpil3qe+87/Prz9w1TXZ9TFNmlmAm0CviN3QfwU9uiMVtTJoS1MB583c/xQex296gX5oHlXtqUm34D7C9yymrFlXVMjg3+FX6okea6LgxGwP7906Q5ZcfJjTKA4CbA3Tpc365iUbEcON5C+zMFSTw7XAnpKryHQAgrxj+8fR/kaYYSR+6BVIiVQJHxm2mbKwtkaamOdO2ANcw2F6LJy9ZH4kin4My9VFoliFkEJ16OZyFibN8bAAa+f/sAV9t1obhZBM6KGR6MELrwntJsWQejtDB4GyhxjU16YXGIV9NJMH8DzXWshfriZ/09ZD0KhjkKxylVMlVKuCjQ1XjDs5OivpTPrswp8gRePggr5EB9Fvx9FU4EB5hxaBZJ5wwNT2PMBRyt18PvPH+UizQ6xnhO+H+3H5fzDQw/deCO0t6pMqMo2Bdp4Mghjd2u3faDTapc/hZ+vOCNcZ0q/MyjawixVO+GE2YusMMX+wt8enmB82PPe6XxsS5OXdSeKkJxqnUgJIZS+bV5UDcn4Ycig5q1T7HqtGGeOc6p2zKm2z5zJCz9bfoR3GXmL8sEjF9/9v58vXROWvU7CAMzOA/0nWF2l4nJIU00G6tS/lD/yXyDX2aWi0qkBPzq049SEUHqA24/XEse705ytBeEPiLxKTjQBHx3+85MGxuYQM4s1B3ASdAAMBE+nR6WBcoiQ0+Tx7qfsI2u6QWvrt1pZXa4xIDDMaYT4Dcv341z5tSAZcxqJs2Z/Z65TERC770DXFYxTcHBjYzvXH8QBeZMPHjXgV28N5Yh4VxJNjGpKNczu5rkLCxp3SOh8xthIobBi0XDifWkb6T1zZpIF+dazj25pwQCBo/9A7kzU7MSNGaQih+SuCiIdGDe1Y9C1li2jnUWXkqGxU0E7wlhmDOLytjW6Xh1/eqx77mP1ruA2/2A3xjfLYWS+NzIHZyX2ioc+YIpOHQrj9+4fg+864A+JFeuJFBy2RYHwK+B6YTQX3XROme02PG8bd8lqAzkOk4CFTNhOmHsHsr8mum9azk/4oYWMInVNq0dAbfvD6UQY5grNzH6G8L+ZoWNjVdPOMi4jxZCojnTZs8LQcMDwTvwivGdyw9Ee1tboODkXOrHDYtGYX0CokAzr4Ruv5Zf6sUxd0Xb1axDiThJ/0Vl93ivxeqZ727RJwsuun1P7tpnzy9wfbtqCowzMIIG+oCNk5pKKrvdqbBqfK2xe1TNWZqr1o1R0O7Z0Sq3Pv3hWQuLxseI0cWGpT5QFtrmY460G9U6x6xfBb1gwjAGsUC01j2eK79mrF1ME8+EKTg89af4rWfv4iS+F9ils9y7EJU4cmeFd4iVwUldVeV8fPr0Auso4HW9x/4C+LXnH6V5y3ln+F2H0GfeRgQnuftW4aTxi6pv6FxWlG4/6BHCPYol/4jAGp1fB3idxrIEb4xFw5nLrZpihOwCohf78905nj85LTQBTWZ6gTkBVIAQn2EhwIZhVt7IELNkbTFcJ0cEP4VYGTxplqIvdmTAOnBUzBCcZ3RbgG7EjKnjJGKcdCPYZc1H0lIQ47PHD9PYEqMbETVpYaIgJtmevDDvrhIC7iGYHfWIZ7CnkojH+bTW/XuPH6ZKp10XcPOBg9sD3IvG2DljgWDCyB32oYcbge/dPIK6lylTJUWk5prIwkpVgTKdmAifTQ9jEapQxG5gClh3E7iTNurKtsmdIjKPGncDx5jOAj776kHRoWqMZi5UC2O0hcjAcmZCoMhoSFzMGDp0e8ZvPjNCDRNoCqC9S8y/3ZK64FTtplfUYIh3sTNVqCkKBNMGGB8Aq35K7jhi0Qhx/Tm5J5pNWTx/FO8RDQH7R0HGbYQBWwQyuaq1GFpqVBpWgspyN7K1y643ihTX1qJJExB8Bx4yAz7TahrtvWVolMgXPvTx/d3Y48lX502mcOIOboz+2JTPwnoz4rcv3wFGOfNJuDQCbVovCHPoTwKmU2C4JLlnVX8+OGzfJcFFLLFJWtQQAPxZwO4RxZgRUcKoNWWprsGslgdyfIpWstdXbz8wNVIcIt5i0QhPQP+cQNddsg6nPb0LahzkcuExYpHZQ3DA2uOTJw8jQxitsnpeuEtnQ6w91fqlM5Z951tukgQtyrnwTIVv9dgIruIsiHWULJV6tgIT4H1ym9V1zk1TGsPtB/L7k8tTjNerhhtdOazCLTQQMDAGzO+AHXex7omZt33kM6JgBcXk1snRdS0Keox8hmphq3WHxLU0T8q6WanrVMbLZhwQvAjHhUCu99juPzEw+g40+tSe7m1AZdHYZGuQKA46fDWd4/Hj88KyrdbMznHJk8iiJHcmq1jafXWSeIW+DxgvGL/+RBSTek7cxMDeSayI48TbMEHi+YwSgZmwZ056LbtGtx8SFhJ+voWvObwxgoYVFtR1ihhYKXfKYnJ8vD1D/+UAJiG4BzNh1GAYDw6UmFKLQBIh0GeBXLBPn2EIgvfAPnQZIbNFVjI2dUWYgrgBDTeM7lqYwYTMXRBBozcmVjXZE4M/W8/9NeN6iKZDmN3Rd1i7CTx0CSmrNrqlaEwV1hvI+vAaAhQCMLnCIrQERIzp8xOoUqcfPG4/YvS7bNFwav2J7Y/cY+87dHvg+1cXM7eyluuUMr1JK0pisUgWkMBwE4NGh0930aJhNKAcCOQ9Tvs9QiTspaYzaq9j/v/k5jIR0DH8eYB/vM4ELY5pcA2H1wjNZAYcY1DiuRL3nbzOPjh024Avn1wkQRgQwuO2UkU6WRiUKTe1LNSFqF7PbCFQrRmn35XQ+VPG/lHAyWoUy1nHGJwvCJK2We+NhcQQREGtHzzo3R168rDSY/a3tpc0roPV4kahUF2nUphDtGJN7JKygFXzjDBnkHR9QmRIJwIP8R5bJiu5ZLksfAJwVPtWI51ndanc7wa4z3NArghPDI0NIG/c7Vj2/3S9x5dPLuC2DnCcMhm1tOd6lvkkYDpjrJ8iKR6KOCcm7N4PyXWq62WeigP5fML+EQMBbSEN1TYrU9jKXla5TpFj3H6Yq5ILznRJKdONwPAc6K9cooKJ6Te4WbXXs2vERvixOC4A5MUaO2wmbB+fwE0EcmzukSg6KLpOycZmlzXrukRaB8gc087QlVTVWs+nARtLEEDJjShEDXpi8gFwJ/veG1zCADgEkC+Z93odHDG2H3lQIPinK9DzHoV1awlU4ecJbuWxcVkIbREJsSLomsua1KPyTIvZmhRf2rETI7no2u86ZIWSq3C0xi5aGVwLtKbEFc7E0rCc2aADpsqCl7QPpUXQM4FG37ZgMZIAGzYBG5LK7gjCM3w5nsN9vk4K05Tkg6MSR11liaNAGVJ7Kf4uAKsvOvk8vjc98nj8+NzsiZxRt3UIAxUxGrIgpRdFCIQdA26M7t5mbW8/ZIThDmL/Fr6W8MYIGg6R6eMoaMTLo4VtxHWK8PR2g9UTOj4oyWqIIyhzMZDPvpWUfdfTc5GIpMqkpO+SYTS65LqEoDEawjyrRUOGQeIOsA0YrqmwaDjHOHF7cIckmGTGhbH5Yu53nkzKIQiD6Qn7KGjAucQkF8S9QojtiuNtKWPGPHgGjEUjE2lEIu9itg55fPN5Bxdxbd977D+Y0O0ZoaekacljEI3iGDq4PePy6rQgssQR+daCQCEwlsNNfs+B4Ubg+9uHgM3cqes5eWy6CdwjudEVwXIMqCzjkRllcgx3NmL9uCvXVhn6mkGjauxAcoVIRFh9xD0lRieAMAaHbhcQnqwApqiJBWgKcHs5e8n6g9ik0e6JJQ8YTBG7wCaIl0QD10ff8LS8DEwnDP9wwukwgrsuWeHUEqH7o2uVXCwajFZ6xhP6wePdd64lPqbFOHN+ftZEOoMAGUZfrX8U5G7YZ4v251uRLBo8OWAV2sXQeF65vKu4K2WCR+6iBhHwo8PmcSWQxCKfU+jgxjIQPwTCw80W4ekK3V6YYj1TMwFP1ygQutMJ0ylj/TRbI+wzzAR+T/AOsVgaNypQMbA+22N6NKUYJGGeObtuRPAcRdaIG0OjmrucN72/8t/uA5988EEQH/J43tzEWF0xhisqlQzaT1q2OSFQq1eKWzB7TpEBZC9WotXjTqqYJ6YSab8QcXryFWriFDMYtfg0DuliUog6ninuS6oErVepE5zemfxpGqOhFo0UY4CyPSJG9/4OxMDwrEN/TdlKZJavRv3WotEPHhsao4tiXE+yL2ehyWt2j/iRZc41nkfvtFq/bPygZD5SfC3PharNFiR3RpR41BlLY0dsFCgZT1mhlI1FQ8dp04Nr7JwPDhgndM5Y0SMeFaWWfEYnkwhp8REfHJ5Op9h8mc9mAEl7DAwuAF3F46jgGfG3i9aKzZfZfW89TBge7uC+XMV5I9OFLUXXqbguQfaRYwIItTQyA1vuklIwuX4DCB/uMt/yugO/Rv++BvDmCBrG1cOHGKMRkDU4ERk8v9lg85iXGRcLFXOSNGHxAKhLS8skbrVm1lUhgdGUylg5IVvRXIpWWRGW+tUPzz36G0DrdYkSlnHe7xA6Nq5TlOLPTj7XcSiSCDlI0XOyaozeYeNGhIabRIGgjSXgLmtEDYTYb4gBY/X6AUmrZeH0M4aLVfvWvcf5h9fotgzuY9YpsuZq0SiOXhDedDUkIivfxy1suOQ0GS95RQhREN/7x9szcMfJ1zVZNCaPs34H7pDGlYVFxGcz8+i8EBRyjJOzPTZfypqqi0Nhoqc8RgCLFrkkRLIIuxwtGsmlJTh02wmrryLR1vZ8QFdYNDIhRYhWDIqWI1f6szOMhjUKVxTH3cUHKAC88dg83OGs3wO9aJsH8vPUpUU2njYa86BkuVwPE373w69yemao8EOZgVVXEE2GYMabLRrl5ouwIS5JHQLgyr1I2VzMfQdkrm4EMBG6VcAKZaXoQtjXc2Hnr2sfBZ2RJZ4FTuJoTj6r1wvxTEUrpbFohEB4uLrF8MTB7UTQ0HOTEw1Ua8/AerOHPwvYPPHJdapIkBAI7793Be7ls6Hz2Jig90fnt1g9Ega1A2elzAFgnisllNkv4kkI2Lx/C3PlU2ybZ8GVq6uA4bnBUWyYb1tV3Bw1tb5Z5rHAUSyCBiaHs/Ue68eR1kQGVHAEYQwxGFzTu7oya1cCtWjEfvIZycJ1YloP0CtrUUxpU60LYszON3NFCl6CffX9SpjUfn/Xh18BDKyeEoYrSgzrQWAkt9zVasImuv/wAaVBEozicy1l1sz6wjrF/GwKBo/z9DCxlMpox/Ni50EcLQ2+0W98VtKXG1ob6Q2A5DJbKpcoMeZFP8GBxikFg9tpWdepYTOJkEYyn33o8HR/gpPPubDKawa7ofMpyxgoC7QuWTSye/Xp50E+Z8K683j34TXWjw1dYMBNAd2OEIao0Iu4jgmQJA3GzTY4bLlLMRpW4fHRh88QSze9hR8zeGMEDUJGNDbrVLZoCLMw3g44+So0LRoFAtPfQ8XIhfx9QaRV06HtihqjcE2xxAockiaJomAkxM0lF4ne+WQ2ZwjT2N1O6K+lH2VSnGOcRotGYjxNjMbZ521tqrhtSIwGeWDynWgnkttPRsIt5rtJaDQbxSEJhAH4oKUd5sTNMoEQmnv6uU9aklU/4aff/QrdPiD0FOctDL3SGs9ONPcj0D03KVspM+Kz4spKIOKezlwDPMN5Bo3As91GXFB0DYIIGpg8TroRocM8qxWUieO4VDnjGDng0ektNo+Dfbg9jnrNlPlKa6jm/2zRUIE4MGH0DrTzWD8RwqTaLZoCuj2E+XdeY1OzpSSC+soXbgDBFZrIgaaCyFB0naITj/curnE+7IR5jdq/3vnMWLSsYgtMh2qY18OE33f+eUr+YNW8M9cYw9DE5ZJxOEYRtBsJKsW70nL/Ue13wawiRAINsQz0Pmv9LETmjop3XbN9H/ECHECjw+kX5k4bhnkKnWggiUV7DHEdeWd1i9VTQreLuBKNuB8LgXC22YNOJ6ye7GdugMQS+/N7Hj1OrlN9FwTfkszt3ZMbvP/wuQjnRliWuxqK/lOGuQXelQ1Dozj1d737pHCdUsVBYEI3MlZXHqsrLt5N7ouVpXrWN5eugCAjnHkAnnC22mPzOCoKirVBdJ1CrifQVUw8GYHACBrcUB4UbjjpZ8Y7dtwi2FCyVGflFQGxPk6OZUBy4fWVe5GtseQI+P88+j4AYP2UMVyX+1G8GCFbgAEKhM0wZSF06dgdkltY+khCaPzbehroGWMu+7fpbblleqz6kbiuvC9ixXX598Rgc3oH0DTimOOqSO+BMoOWDxQtGmUWKx8FBppkfJv1KLFPkPn44HA5bnD2+ZTdYeNaUIjntCsVeGRcp/T+gYHTz8fEK2z6Ed88fyaKWDN2mgK6HcC9Oec+ZxCzc2LI2e+iUtDG+v3cO58hvI3R+LGEN0bQKAqMAUnTWVs0eNth/dWUrNkODSYuwhI+VKJUu0oBGd+KJjQycFQFP5rvPDtoMHjhYuBK16kQtSzudkJ/CyPQiDXn1O0Xg8HXX+6qQXIaBjynoEEfHNZuBPd3m5kPfsdmDewrSswjNaBWMHgxzPzF5vNdCgZfdR7/6INP4fYhuZlZi5ZaC3y0Aompv8z3LRWb6aCW0EJKBewZbiI8366lCJVhfhAImKYk9Kk7TiswEGw08lEj+mhzi82TuH9GONXsZjOoxs6GMdb+RKNIsAHVITi43YjVMy76gmchKB1LrEOxACGPBYjrmQlMUHcFIBEzFeycPAAKhGE94eOzy5i8gJJFozNCSVorBRvHQ8guDtHFAAHY9BN+38mnGKhkYINlTOp20zrGdut11r0KVruN8szGPc3Moll7z6BJMmzZtMlxYPJDtQgRulmMBqfzzJFRopGw+XJbrVfOokQ+Zy5SS9uj4QarS3H7s6mgU4B1BK/jCYSL9Q7DZkL/9HYx69TPnn8mZ52BvvMYzGTe3zzHt86fSYBqZbFqQmyzDgbXda0Fzd/74Iu8dsQFcyXB4COGG565782abuApXUv5IN8diswrGLgYdjj5yqfsQNl/Pe5DsnQRQAu1iWpFli5FPGdN/NQQEC3DHRjGyhbbixbNGgeqZZ3t/bWDgIzh9599F2BgdcXob3hR8J8NNbqPrfoJm6i5b9EWi7PkA/mwVTi0rrWoj7SyTsmZMu5Y8+llUB2dSiu23QiaHrh+t4znMQU6Dc6v3/HBgcexbVVUIZWA0/UeK5Pe1jPhelxh/cW2EJ5UuFp1PlvrEz7K8UwpW2AAVl/epM9XncdPnD7F5gnHuWa64EakelVWUE8WjXT2CXt0OfDc8C9/4OK7X486Gvwa/nvN4euwra8MNEaDOSN50SQK1g5MoD1heLadIZ2jwPiOA9ksWCCQggExCKo6LZp1KqW3tAdKNSbIjKzGaLjdiH6bEapW/BxoQh2gpsHg/ePnxdjYuAaQYGEZSyDJcrWQ5af+6BhCoy9aIsYM4zPaaMv8qtrL/vFzuGjOXjmP37f5FG7vk/XHVUyQ+KzKmnW3yiQZRoCz1cZCVzGq9kwp8SEP7Pcd4Oo9BTgECaiPbTcZhUTQ1KIkzN+j1S1WT3dpPVIdjQamyW4AbUYlu05Jf5Y5DiyatNVVqZGkEMRqpATerJf1MU71JHTSs7EJoXXggg8EA+v1iA83z3HS7SVAlWSNC4Y33bMjLikDFAjrbsJPDV8uxA2Vf8rU5oXhmhBpqNdg8IUxzPuIrgqBMHSNYHdou5TaWBR643lWvEAT0Omdrp6TpBFh9vl5t8PquWrf813JhQTLcQHA2bDHej2CLq+bzCEz8DPrz4QhZhEuB4MP313d4OPNZWZ205kt5+ktmeJ53IRHzk6mz4CAf+T0sxxsTcrkxbgXz+iu9+hvctA7VfgbwJy5LsYR62hYtxaOSiFPOO33WD0dUeQfiEqbMZisU7LQ8YcJBjfPy/pQ875rcHhrpNbFUO98yiZozqWkRq4ZdzK0IK9jvQ6OGN9efyJuOdch0Z+7CgtaxdKq8xhQXemWm2Ji2NvX356VMtNdfaYIpLRVn28u4ALtCXltJSlI3gCl+zbrXhpXvCd3JZmheL4wTdFF1u5jpgsAcDqMZX2a4LCdenRPros5qWKul2wQmd7LS0J3jPBGDLivrrKg4SZ8vLrE6tJaSzNdkCyLbL9CYdGA4ISRjaBh1uFn15/MvQjewo8FvDGCRo1AC2EAGQ+5keCu7iFoaJapZGLPxKpgSg+0l9NmGoobcjYjqxH1LPmvOY69sGgEBvYjurE0tTpibNw4C0JL/V8apoR1KJyYZ9XShUApO07SDBKXud5nk1v+6hAkTTtqJkf68jVVeHYlQZgkubl/avUFaNIK3Dxj0jw7qWsRpMihRf619pktQj40L2UyglTQToHehqAi5FSE2q5FxMLkcmJede2JgEfDLbqryvpUjbH1XWuc+lKqtF5o+SWWZLgJiZGQ5xk0NZiIOK+aCapreFjGPREYO0aW+Jp3h2tJOhC1cS0Gvji/d1RwJxa/5G/2VyjSSBdrQiVDmxsvznodtEtGKJdm2Kj1yrEW94QBrZHSd6G0aAJJmLLpd4HsOpWKypuzkngqT8Dlc2M9rZnN0n+emXDa7dDf5vz28mL1sxgfcNrvsRkm8PVNkZo2P0P41vAkvS8W2Nzew/4W7w3XTSvCIlQHvagnYzTWRMBPDl8VKNXOw3kGbUd0W9+cHzcE5GPAWjROuhHd8328v+V58Cqd2G5eAFe2DJkKMxxpoXYXNAxwgSsjHTrk6krE+N39DQCgvxX3ymN0AErXKIhyqNNsZEe8avueNVuva4SZkiHi5WJupILDsiAgsQ7tUXYqKFa4sK7V4Zr4s0x7y0yA99mVrRL2VRG37qZsEYy4aD91wOVzozxySWnZTIeOLPSmzFkA+NllukMr5/H+cIXhKrppURRWYxwha2VwNveHSjoAlgx5zsS46Lx+anj69bBovIV7wxvpEZeDbsvPxf2IQPvx1XZIC78XWuA24kpI0xKGSBRmDBgj+lqWbd1VPZa322NmkRBydlN5AWJ8DwK+2Hzr89tt4TP7yN0KY7fAhCbf64AcmHZPG+Ri5VuGZHJqEraAwU1Nl7CamCe3GZY9XLsR2O1n3d2ZRvIuYCSVQ3KxCCEF1+cBcSJud1qrjmA0aq05sQiJF90WgU+KvTvaOlYPI66fI8Yp8WzPNIVw8fwrhMQHN9ols7fp7L2gYD5rd9dwh2Tze/EdsKEJ3T6AQjd35WwBi4Zz6Dx4v5+NW+f7yN0a5p8zM8nAqduL0M3m7sUXW/0Xa3jEPj3qrsshF2loGTROwvBUwu59YV67Qv71zsPtp8UzlT5nFIJ+2ZbZt9rC+oJnRfAMw6aLXepax6e1J5bidh65XvZxr/SH7nVnOxfzRZG8e1etvhcFkbMXGm8JnC8k/HHzGNmCpUeDxjQuCPuACAC1UicEB9y26XpLcJllJ4vth92uUMo+cLdw+9JtVpOgHKPsSmtv2lR4VGd5fE3BGvNfB3idxrIEb7z82DTvvqA263UB63LUxHg1Qiiqzy402kAMrxOwCaIGFupHVBAOEtmXpHRHvn9sDMgPDLj5q8AhS9UPCH6Q6/FSVvlXOK5FAbWGxmOhia8wTz06c1Q/4jweowVuvndASXIHKINUuyg14zDu2UeBA+6y7hk4anvqZxrtSza1/GAdHPw6wWwZ7zlGDYamFsN6sOPXcDFeEzBGgRd8v7G2Vlm5AAV+atGARrtNC89CH0t3+41nRn+M4Y3Z2xkD43AwZ/PL8pktuMtnNQExaLMuXDJaMIUOV2GT/pYMS3lLVYMyBScFvWjOgNeMBDuAhpxjjoeumR3J4orm98dCI+MPEcDrAeprfTSmPcBMFfU+zJpSC5tzdI2meZOHkgNIliTj91uZugFZ2xu/XiTGoSMpiHgE2PS2wP3ObOHnzqVW9kWELFoNAEn61G0Yss/8wp7chDX2NsWIJiCIfduYhV0YsDsiwXrRExuCFu+RxxHZlMz7B9tHyZDaYPB5WyIEcF/N4Z7COzPhJrStrdkHfN5WGFy6o4EdeOgwVS5Z8/bMeXhF6mVmwlXFuOg53Brn7ADCdVjP3l2CwAupYaWx2eeBSdYkxgC9Uly/ZL1Y0Egf2vrABF4NRSwFMPfvP2StTl1Vk1zE6xXQSmomTMGV97XZSfxBuJ9gHh+9Mlmw2s+127R0taaXmrwgBIcx1rqpeYFXJuswsPO9ZOhqTOOgC2jEnzNYDYVL4KuAu/BNzlB14KElo1Cj7RbfQwzsQo/pa1M44y28DLxxrlMUkU7ogdAvVFWOVOFQ8GX97EGIhEKD9u4EB9CDCwAmm5EhNup2sw8dvje9I58xwZ90wHpVTiUA49jjmT+FrdK5BGEA+OI0M2dnK4TBoVDOOV2f45iklptQDd4yPsQI5xvJdhIzCi364iL6ilKDwFR9WyHLq7NGa/isVdAXmK0GcxKYMJ12UUqC1MyogisBgM9P8cX+IjL3867DAPizVRqX7js3YgiIkDOJHTqHB7ZIXMeovT8xYPDg1sVz4R5cgDvgZlrhyXS67K4Wx/LFdIHbqSKuRrBOcyLgmT/B5f4kDqmczDG1bohV2I5Z5u5iLl+lRlbvLgEY+uxGxOXPJSuHTXEaAuG7vtINxXiAXeiTUF63NJ04dLte2gDBn/S4GQfQZGoHLMSutDLeyJwo+X1LHAvNU4PCZKmKzMtvTg9n3zsPfOofxAUBbv2A747vNddD3imF5JE7SWFdJLoA9rEOjbZr5zCdOvB6Vd5rawB5BcKVi1qT5j1PLrGQWLSFWjDhfAUKJPNwxrlzYXgzH3djYbBWI3++RugJAOesdTR3H6WHF6JAGDs822/QAmbCCA/nUbqnNZ47BN/15ynF6hIUSpy7hCt9NABh3+F2HNBX5/jgXT+IU3n2LjFw7VdJ0LBJMWyB1SZcnM3uGDOBzs8wdJoqlvKAK57A0rYlQ3RgggucawnVAqH51cNJHFOVdtlRQ3mka3HXHLXtmLb9+bhu0IBXKfX/gOCuc/PDhtdpLAvwxggadRq8MAB+jRSYWz/zUhqEhY1XzZOtUio/KuTuGP79B7kpRkr/CSAFON9MK3xn+1G6m/tzh81ZFjQklSUw7nt8NcUCciY/vRaRSgwlyZpMj06lHybsH66gQWYWCRyDDxYDb4EUJwMIfhqNRpM6xu7dtVROjoXt5lrJnJaUCO2oyFiRsCWohOjHmvPsGwQehTMtqGeDYjujaa+J8v5Bh27PKWUjuTkSDw9P8cntA0nF6xADxnPffgPsH4hFSYUvFfLKFJUE5wLCEDOnmWDcNjEoCX2ujCspVmeZxALPM7tw3rA66De89wihY1ztN/iyO5/tWeGdx4Tv7d7B1W5dtY8UNK71WkCMT3cP8NXWCC8LzFsNUoOCgSBZfm64k9TChkkpx7hg4LV9NRjCWShOPbYgZzicDEX2mPR+TaDr9+Nd8d7h7+8/avZ/68WKBK2sbO7D/tzB7cWHfgoO+4c9bnYr0KjMBnLdiqrvPt7hpTuUB1GNmxVt5fUag8P/s/2J9Ldnqa1CE/APdx+ldq6nFX59+2ETd+QjGCV1lmJoYRClURoSQyqIx/irMmsPYX/uwCfDMrO1IIDEBvK0zbua7CDHioWUNpbq+8IkXUdcoSmancEFzIT9I8GD5JHasppxiXvJmbPuAop4ZP9wgI+kom/VcEG8i+9cgAkYdz2+2p419yQwYeRg1pqgNTmWmPU6yYkjxt/ffRMunclKeWSmtqgs0xhCzlblwE7SpG87PL9d42FssnDfqc7xXTFv9tzrevpYB+hyv8F+6sBdTvpx0BSq43znHNzVGZoI4eEZTvqnQvPjuni4mZXrLggsCWTIQ7IeznCMnjtRIEyhkxi9rrtbKROFWTmDufzVbK7x+QChu19tTyXu543xq3lz4Y0RNBIwELwThvqUU3rbFKOUNAcCnc0BvQTxcYqXTiHlo44frSJCP6iFZYC6gNuPToS5CDnzUFLYxZStN+MKv3L1DQBC+/YPCNPFKo3JM8FNgL/p8cVeENmqrn8AwOZw9yeM3XvriECB3Tsduh2nIDNhSJCIgSNGuEv712Kc9KuYvtFabrouYPveGm4kcSXqlHfSBVCCEtsgLuYgbjKUH7UMuMkSxJHR1jF2FLMsReEs9JRzokdkOJCmppX31JWKmbB76LB6zjFlLOWsU2bOu/c2ePr8YcqQlapux++nU1lzQciU1kcJQFpCJjjHmFaM024f01PeLzBcCkGyrHNfMZnMzZSXszYiwdt/eAYepFBhAKVK61ZYEQIp8/nt63fw/HadhZaYrtEHydcvtUYI6Bjfv32IJzcnMr/i8GSBvUUMPTtJLRrEQnXNvaxVYtgaDOaS0GCebwlfS9pazULGDvBnQ+GsartPDEbVjNZboCB4629d/3R1bmQ9r6d1KtgndzO6BTFh/4DQjSLI++CwfdTh9naFbpf33Kbittd53U1R4M6fEwNSDd3F9K4uMQtFHYZA2aIBKfj5t69+MjNXEKGy2wO/dvNxavxyv8H/478xX8z4nmZTIpY+tmFAWHGhNGIm7LlDN8aPXHkOd48I0/kgxUeNcJL2xL0g92P2VBltVVhYmcZD6yMh4or2+bl9r4ObIJkEjXZ5ZiU2Z2J2PislBQPYvtth2hCASANjGrM669TuIxHww02Pr25O0Nl+khKEMDKn7H2hVf36AGh3f+f5T8JNyNWhF9bEuoodFK4412xwNw67k0FcW1v7Pesj38dMdzgJFja9LCCxUxSAJ9sTjJNY2FLqfMhaWCWVxO8gnZft+5sonGlQtxS83L93ivf6z+f7rWOP79cu0XWWK0Du/hAYJ904K9inbepZGdmJ0mzom7XAineVRsWzIThE61BVsUnxXrqJ8fR2I1Myz9zH4+4tfH3gjRE07EEOTPAnjOlMMvk0q4A3BAIpWvTikBA60NQM6e11HeP5NztJgxi0OrRBbJGhuN6v8A9uPxCDAxP27xD2D/uULSiwg5sYdNPh+7cPgZ5n6WkduNB+TmcB1x91SaN2+77D+glDs7TK2ClpPx1xe00SQcxF95pZnSLCHrnLSLMPuPnIwY1Ilb1tcUKZGyXNlSMGKhNvspAo81T0GQv2eZdN9QkZSm0Nv+0QeohVwjCbtvqzZeoDA7v3hKnSis+qbQQyQ3j7QY8vn1zgfBTrUbIqxb6ns4Db94QhH4MQyUzMTfwNJKuLX0n2Hu4RGYU5s6H54tXNRdcPAXBTgNsD3BthOzFbqIibEcqQiS8YuPl4QBgYlzcbXO9WYHPWCogC8289ewfb69XMQDDFCuKnbifCjwO+f/UA15cbbGrh4BAYQY0CsJ16PPWnOO+2yR2vBhVOZ13E/W4W7NO+Gg2q5o68CBrjWR+1ljblscwp1ZeoOvdMqbionxz+9lfZIpC0iQG4HDdiIeuCaO/NHLfvkhTii8LB9j3CeDNgc0sp9XMqLpqEddmYVaz5wvW845wDC5PMKd8u8hqypLJMQrR3+DtffjO2IULGLvRwe8avPvsouZhd7df4nZtHODPrkDMg6SGN/wJwE1YIq5iVzTCRI/fo9vE+OBYBEzLu3bvA/oH0rfWFCi3xHSmTl6Bk/kIqblp4XnKs0B4g7imeUn9S8A15nB86uD3Q7VnuqCu13pri3ArECrqHWetOGa9/EK09HKszq0W00KgD1x8Lo9k97/B8c4IHjTUJDGwZ6HYS/xR6AruA0ouAQKp4q9cq3oG/89U34fYEvzZOXtW6pfYM42378XCmXojSQGB4TtgPQ8O1LCsJrBBwyM1ZcGcWFMStNVo0bjYY933Ef6VFQ13pijnF2hU3Hw5AN87c/24/GPBw2CbLflZqav8ERyEWIpW/W0oPqRsl9WNOuj1C50qhK4TU5sgOIRD62wAMq4I+digFXrmDMQWyWrEJeZ4zHiqmtx0Zzy9P0PUBK814qO295qAK0dcFXqexLMEbY7QqTNKeMJ0w+EKqNKMiknpJCrcWA8XGHqP5ighBi+YdpF8MdL3HzTcFWfog7k80BSFIkAvNHeNmN+DpZxLLwUzYvcPYPpTxMAlT0Y2CZD+/Pgd6xobGhEApMU9dQgp87nH7oTzgg8PtB4zxTIkCZQRMwoQn5NmAoppzQ2hTRgkcfcwj4h6GCTcfiYYs9AD3jM5U9qbIRHJ8v3MB6EwwKVPSGFqXIovEQ0SmpMXLujgXFsaQbjtwDzjHhZUrWTQa7ly79xjTme4XgVzIwePx0ZsPHcLjlQiDLhK1+CUz4C88tu/LWnu4ZNFgoAicC0zoO4+wCYl5TkUclaATI+gVt0NVxpgBmhjdlhCG6g4ki0aDuadMUES7Tbj+2CGsGNvrFa6fncieVe/lirqEJ1+dA8+HLLSo1j64aNHYgXsCdQFPLk+BZ0O22BzpP+85ao09sBt7PA2neNTdzC0axdpkRrar+kqxQIU2LzNyujYzzWMAuAP2F51hFPJyEyIirpnFeE6lDQZPDv/ws/cB2LELg3O1X4vlr4s1dMy49+8G7B5RsuxsP2DQ8x79bWbYOgrNeKi1m0wV+3xWKRCm0MEHEveKaOWza5oKpsW57qcOX37yMLU9codd6NFvge9++Uj2wTGutmtcf3Y2Y/SUMQ0wVl5PuPUD/EnAhoxLCBO2PKDbqXuorInwiA67DybsHnRi6VAUbv3uuzZeb7rXGcEgCyrKwLtk0bBrM0aXHjcJrkDXzc4kM+H2Q8GD3S4g9M7cAaS9si65s8D9GMNjx67tTuIhG2ssEeCsYkTW8PobggOGK2fuIBf0NASHLTt0W5m3npf6/qQ1rvc0wu989g66HYxQn8dr76iOkRuKh8AysmRp5Q5uBIYrwvAs70WIvkiqxEnuWHRkqmlm2Bo6gaWWxO3zNfy+S4oW7gA2e19YJgwOuPmYQH1ZLC8Eh5sPHd5dXYO7LEyqwEhmb+u6OAwkKxlFhYAPBDcyzrtdFloMHrGW81s/oLuZQKuGcGbmQErDA4SeuWxtSoIbzJkK4upIEwPPBkw3c4vJW/jxgzdmizVXPTEQJodwGnDyYIsN7U1ApNx8Ibj3U2dlLQcXTDmQ77K6Tt0VC9L3AdtvjnOLRmSwQydM5W43YP2pBIF6Jkzvjdg/zA16FsTSPyc8fX4CN/jCvSDN2cx3c7HD9qOooQCw/8AL8xwANhYVdae4i/FrVdcuph7Xa+IuEYd17+G/sUO3E4tGiBVHi0qrxn7bOQY5VzAm6p/PlJllazkYY8G+FCyqgfIMqbB+6+AHQteViFMYMiEeYg7PrlPT+yPGM3kfntB1mdnWrrcfMDZfdCJEaYGjOCcwob8YsftgEu2z2XsOlUWDCUMXwOuAM7dD6FAUZKyZ3bjUaa9SzZjRp3W2bicIQRgGjVNRgmIno20Hwu1HDF4F8HUPejpkQlvsCSUGkR6v0F+5tDekrlNeLBpnbi+uax3DP11h9VQDLEsmIBe7nJ8ttWg4D4xTh6f+TASNfv68MvWFVlu/igR5MUkPz16Jd9LFKtFyD/bnBHTV2jFFIRhzIUXXTF1sRgJ/PwfkEgPkZd2e79YIHcM5ZaqzRiO8v8f+UbQcBofx/RHDFaG/QdJq2jgfC+tk0chnVdcou07R7N3MVPTJEjtNHTaf5Ix2gQm7IMLA9IUE+5NjbG9X2Hy/YWyP/abEEcoMT2tgHaJFIwvt2zCgv42a9S4XMR3ZYf3+LfYXpctgoak8Ev/PkhOYNjTOyK6dziOwWrtikcTYX2l5B8aPRrg9o9uGZOGr3ew06DidT3vH1bXPjI8ZGD8cRdBgGaeugxRri8Nkwu3HIoAOV8DqSTc7HxRx8Y47DLfCDIce4gZU3YpZ3gSzhw6M7pM1ul2+b7M9iG6uyap8CKIAMUIEjdUzxupZGQ+g57iVz2FR2GAV/ku87sFwI4DnA3jngC67ZasAmbX9RukVpI/thwHUB6xSoAvELfADxvvDFbjnIo4uCRmx/7tSZoug4eC81Cni3s0Y/CTIM2HvO3TXI6CuU0rrgdIizJDaXdFIS4j7pwrYmg4xsOce3T5geOZA1zEWEpA4l8PTeAtfU3hjBI2EwIMwgXQy4d3zG5y5/TwQNlk05qfe1x/dI1XmhsZEdJbMsoBUMf7gW0+FqAZnLBqxuQ7gjuG3PU6/Hz9jwvl7N9g/1HGJ1qbbB6wugd3ztZgpTYyFatlUS0sAHp3fwH24TZqqsw+vMZ5BrAOBcjB5Yr7amKGYH5XLVLwSXVt2PjMk637CT3z8BN2OJQtWL0KGTS0bIpNDjGzRMARyH12nxPqQLSLa9xQ6sI8xEIQcuB1dp/pb8RV2TudLADEG+OwLb+fLhHfev8J4IYyDm+TdIRIOndv4wYjNl5EoJY1kXpBHD26wfv9W9t5YNMClRYOZ0LsAdzLhwt2Klt4J09Aq5DjbH2Vgx4B+C/ihcidSi0ZDa0iEmRDtv7EDrQP6qw6rJ0JoV8Z1IGXNipqz9WOH4VK0qHac3ovG68LdIvQShzI87bB6GuNFYLS2Ot7aqhinLzEawuhPY4cn0xkeuZs8r2Ps9Nq0YeJKt7SWlGHXUWJ+uAPGKGi4SJWVCRTXqexiaGFiBxfjTGh0OP3EocBNUUC73Q+Sean3yXVK4b33nmN8KMzAfurw4P3rKGhwml+nfu9JaypfSExLVizYPqcQBQ0iw4zkcXGI91AFBO9w9jucGBoPFy0aAZvPu+Q6NW57nH2SF1XdJBU0GFYELbFodCdTUhpZzWm3jUjTuEAGdvjd7z3B/iHKGI1g9rJSXLSgvhdyvpGYUBE0hKHrDK6kuK/kRSlBnoBu3l8IDh989AzdDui2PrlOWQHeuk4ViSsUCq07JQb83Q8vMZ3KeJL7cJWogAGsvnENOGB1yVg/QXX2cnvXLEIdkAUNsX63F9FmDtPmTr9P6Lac6YW5a1aAc4aGOXARC+KRXWoRxD3PjYz1M8b6Cefq1TpBw6zr5jgKRcaoWlmUHLuikBRYXKppYvRXDrR3QB+ipUja7BBy/IWdk8YIfrxD1/tE4ygKGrsPPD7orwB1nYK6ZEZXalW2ReFLrauz4q9xnDQGPOxujEUjTiVZNORs7kMPd70FVzEayUplz0AQ3AIXrXhx75IV1NKjqFxw+4DVU0J/La7R+Xu8/sCv4b/XHN4YQcMGgMETVicjPj67xMZVVW3NJQHQrpvwIpvLyK5TB8R2YmDoPX7/+58AgLj3RK22DQaHY2DncPZZ1qh/88ElxvPc9sQONDGG5wy67tAPHuuWRcMw6R+cXuNb7z9Nmp6fevcr+FOODG9m8JQBTVmrGuAi8msR7MIczqJlVFPyup/w/3v3E4kd6ADuY4yGqk0MnQArgc1EKYDEZchknbKuU2oZ4kBiwoWsZ6pUPYo7EffZ/UsJ28qsX5mxiPB73nkMfyImdPLCJHfFYIHz925w8pgluNOJNaYzhO+Ds+f41rvPEsFQjTUzSe0D01/vAvqVTxYNFfxsDQoFdRFI76tLi/fiWx3dHXRvmHmupTbZdqzrBALw0QfP4FYe/Q1hdQmg58wQFBsvTPP6CTA8R3ZBi8wrB/GxPnM7cEdwXcDqkrB+WtYMmUEtEOn6RdcpPzlc+Q0u3DYFq8oelkyKnsG6bQCFO0fuRx6eZWBCFhQpChrTKcpMZIjMBjE6lfSJwYaxsWlQaSKcfloLkdL+ftfLWkaLhgZjAsDvfvgV8GAEomvaT7/zFYZrYLjRPc4BwYXrFANrylXsa4uGZ01v64oYDVv918ZohMnh/HtTGvoUHHahQ7cNWD+O6+EY2HY4+7TEU9IvJ8Yu4YEAbH2P1WrCporR2PKAbjuJy1vHppYI4R999CmmM46WQLWqmWU1OO1FtazJHS3ifLuuo8ZoTDF5hNF8qwUxMOHb736Gbs9wey/ujcYPnuORUVeq1r1PGYGYEoPMTPjZd79AOJGzpNasOgMemPBT738FdsDqirF61riDLDRK3NSCWLei5WUpJs9CFrYDzj6VeLElJZ9d10MWjRRzEc+fm4DVpcf6ktM8czwW5/Oqwoue44OpibmgQ/voOtVfE9ye4PpQxKiJRb6NlwHg4/eeoe9DQQsQCKt3t3i3ew7uOOEH/d7i48G0W6yc+Vxdhc/cbn7XQ/bECEwYfQe62QJ9N1fE1lxjfFfjvdI4KsWJ4g1xnQpYP2P0N1XCka8B0/wW7g9vjKChoJfpZD3imyfPsKGxyQzbS6hCyosW9ilM6TTny2ukOnQef+jBbyQkjgDA5/S2iIIG7R1OPt2msf3UxWP4c5/GH6Lr1HAT0F079L3HiiqLBkom/aPNFX7vwy8ScfrZi8/gN0qsYnpX4995iPGTcdDhZyPCttr6dTfhD178Bro9x2Dw8t3MgEVtjpg1imZT1imNp0DpejWGDhwomeMtA0ieozuRWjRyuy4yDzqfFF8B4Pedf45wEiTAM8zdvQDgmw8usflyhBvbRPujkyv8novHsiZRG6zauSmUgkbnAtbrEWeUrXJFLIppNyFw61YRCY/bY551KhzIOlXsBYOY8HsffYG+9+i2wHDJoC6gTkOZXDmYsHka0F9nphpAEqgCEzY0IXSSgWy4BFZXhrlwOMq1UbNcUWCEyeG5X+Mi+qMzZSEjM7DmDDGS9SRpT3WsC0Jcy3+fomDFTrLcUWfOg8q4xHALwceyTxzTEANnn+YYK2FGonVhlDSUydXPtPf7zj/HyflOXBSDw88++Az9NaPfhsSs2tgrC4NxnbJrQ4FSyszkOuUqf2yWe5jScnvCySfPUxseojntdgEnX0UrDwFu53Dy6c18Mcya6boiEPahx2Y1Jlwuz4pFw22jYOOyUDWyw8+dfoLplAsBqRAy1ZWp4nzqqsY2LqJI2UrZdUqfkz6yEKGCkgiirtnfH7j4HXQjg3ajZOCrBFW97wXTmDTfWeBL442//38vPgGvQ1SAeYPTctYpZuDnH30CJmB4HrC+bAdIS6KKHt2t0LfQCT69q2ZTGlsc0+lne3R7pb0oCSXnn0sZ2mRdy5g0DwJNwOpyxOrZ1ExqUDO31vrQGm+6k/a8QPaxvwFoJLho0WUrHOiYC2FBPvu9j75A14UyGDwQPnp0hfe653J+7XyrsdeYp7BosPEA8EHi37rWS/IjMGEfOvDtrRSPtfQPAdbSLbQpJM+AJOyaONdCWRsFDTd6rK7Ec0DH0ciH+RZ+TOCNETQKZikAm9WID1dXRQq64pIswAz92GDRSPhTnxUGS+bNqIFf6mdwAX9g81tJ20KcfdgBZDeFEegfX6f3fnLzBHTiC4ThfEB/y+h20dVmti4Blil5d3WNnz75Uvphwu85+QJhrZaEUvOT5vgyxa00ZSAo9bFyHt9efR9u4hT4LibyvJ5KRMWgwsUcgOz6ofJIswZAEMQrStnYPoug4faq6YSqDYWRq1xMLPzU5kvQxqdUxLVwBCb8xNlTDM+2sQAXUoCtPvr+6nlaf88mvS3KQFSG1DhY916CYBdiYbx9x14BZXR8SNaVGlqMp0ymymXPwM+cfikaua1oysmJm9ns/UigV5cBfXSTkCxMHImrPLaJWlbnGMMNY3geCuHgGMhMOoBJAhw31J6rnUsTVNNc3/e7XKeiJZIdI6wQ58v5fSizSJnBmned3IRWj2/TOzLeuG5TjnfhyvLyu9aPcXGyi8H2hJ9ef4F+y+h2bO5xDjAG8v0ayENTw9ZxBj66TlFL8xvP+8h9/tsT3GdfVctDcHuP1TOfJuv2hO7Ly7I500HhdhNicc1hKlN3MzCGHjR6YYhs9jgAv2/1KcJJmWmrcIM7kHXqkIXDfpeCtl3JMwMaP4R4PmnWXzRq4Gc3n4jVY8wxNKnmSYQiZqFx3+QH5ZSnDPwjm09Ba1kvmx2pTn7y7ZPvAwT0Nx7D85aVSfZmywPc6JWzNId7rsSzwqL9e/XFNbrRcO+NWkBAVPaYWlC1QGMzlIXoethd7zE8nzL9LV4gI7wsCAUGkkUjjim5TgWg24rbbEoEEvdVXH9NDaZKAfUzp18gpWDXbhn4+OwSZzQaQTm6hHJ+ppmmux6zupT5mBCmzn7J2VsgsJO7vd0JHmmtQ6HskHdV+Cg9RKqxMcXaOQHDdZCYnDpu5nUHfg3/vebwxggaCRggJqw7j/NumxnHGoymr9XG/frkpIlpaYRq6FzAN7tdehUVQ5MsEhOBnt+I1pUJ7/dXcKtKL+AZ3T5IektidEvMI+T7h90tvrl6IoiDgY/7Z0Cf/arTlBpMUdNiURPAVHfAtMc5UBiQ6s0/0d+Kb3sViGZBcX1dGCq5sSyZoNi4Dil9sUOOWsYWUbJ7WNQMYMLH/VNQH1LwbsoIY+D99XO4mz2opb5hwnm3w/vD1eyMMWfmL42TGH3nMagrgbVmHNhnuw4IIQUrF8vGmfE8GMsQ9/Ebq6fonJyzfsfNQsdWUOpvPbpxPkaN5VC3OyJhiLvdYXeJRdCgySBWs81C2sVqEPfvxlzsmXtE1PaFgQv/bHlYfjiLis37mnVKz6q7nGv6iRnwhGQ1rPr/oL/C2Wofp0b4eHgm7jjj3WuqVliF+h5qjEZzTas5IhDC02dmbmKloylguJnS1CkAfPX88MBM1p+JHdadn7nqBRAwyUWjak0/6p4DPRfCVTHul1Ge2KZMO3WKdREey3oMNXyreybB4r5kWluwZF0uPo7Kq2/1T+B6aWdmEUnPAt8angj+3Xv0Md5ltlyMxDzKnLGIs2djC3ns9PwG5PO9b3Z2JOjZSO6LuxFul12ZbJzPC4PBE55lLm6M1uwUo9Ia3PyjbwxPi8yKeuffX1/j1DXShFfQweLv9sOapVHdf5d4kYBordyPZQyTtrOUScx+vJBCXNsHM9w+pFT8R6ctfwtfS3hj6mgUwMLMD+Sb6WvvDa+GJhVw1uLUij6lABTvx/TRxo2zuAG1sogrz939Dm4SF4TU5v6l1QzHCFcWHLEwhIzjGOa7II6/GW9Tg+LM0EgVeQdsaJz54M+ecaMwP9xel4E8NrRPf9MC0xuYUjzGMUHNx2phD8IBBvzM7YRZiG4+h9tB8zkrzHbGJUXqDYT0+XwCjYU0j+krtaD2wyBu2RUHpab3RYABjNPyd8qgVcuxcXup8B273tCY476Qmbpj76nuU6t2yCxAunomGHxl20uxUnEu3HhOv2uOaWldF87shgLq4Gcdy0uDnmG1NByzro0zzExYk49M83FKqmNhQ1M5rIW2T50ovKxldRFaDOd9YD/ea/2PfpQhgtosk8urBfE6yBz8fXiLjRubZ3jlpuUsW/ecDkdLzJIAaPEvA8hpJu+GbMA6clDMkp1Rafxb+LGGN0bQaF2AwA5bHhoPH3fy6xZDT7NYAWEUpT2vZpKDjc7UB6J9cKKB8ZX7zLGgzW7VZeYHADXjcScjRwD6LmfKOKBpbrVFBJM6cslMc8eg76G9JkY+LyRaseb5SeP74WhpdtwVbk6ztbLadnu2CWimIXwB8CwFwRJCabg0vAhkJvj+A2wxwj9MKPp/GflC3XsYc9xkssXcu9071pS7svDlC8MRY0temS9wZ5r7rM30HQJPskx3nSG7jtU6v+xVbs1L3EJVobKsAT4EIbot3bmXS43HWJbl9p199CXPwau5j8dWHAfmgu7ic8jJE2zs3RJw3yXhsLW2R6Erc950nCP3EpdpYMsdNA1ufvf+B5KIwV2HbVimWelZANT3MrwfJhr9Ghg2XtoS9orhdRrLErx5rlMRBEH3+N70zsFaDwmO2Ex/4hBOhvSsjSNAIDz2Z9CAqRbMPmZBYmEghBMpaHcTVuLbrz7HhiB6zWvfbFwQzXenB9J09Hg4lDWKoz9lc/6xvdptSSaetV+z4ZhnuQP47ETcH0IunnWngBIFE+cCxhOH3mmAWtXZoVgbDd7AfN3JaObSWIKkofx0epieu/VD8XdQh+QW42f/viNAXguSFYGNOlbN8KF/A/iez2NY9Nc1bQDyPveMcL42msgDwf067tacWAjkOEqGodCRuB2CczIAbSIiaXaxHkw9ZsjeeDO/pBXWdox/9p2MqSlE5ZngdBkaR8MvBW+8JJNdu30DjXsx61POUQDBr6Xeg5uQfabto3F+hftLtVc245ANaE5ugA2h0K+BL8eLFLB6aMgzdzG1esSzLB8CZHBNYJdrEtTnpHF381XM9U70LhSJF3T87BDO1thOPcJ4N6mjmMFL5rs84WP5ZbfkOoPo198DYSX1NNB3zfsXlAHWFMIVTMHhe9M7Mv5GH9bl1gpkmgbWjcCX08Wiu5MH5cBEIwx1VAq4+pyi1cV7eZe1M3VV0RU2eLk12WpeqTu47Jq2EC+irl9L1qd5PRBCOD8RxWKi9cj4MOIljXsCSRuLrmQB2PIKjoAvpguMe41rEhemT/05MN2PVavlkMBSE8qfGZp14Gz2LsA9epj3wOKJO3FX89cEWkj1Lbw58MZYNBSsefDZdIon41n6Tv3Ca0hxX5FIFzjUEM7dgw6ri3X1MmIOfMInUahp1dGwmhepbM2pCI7fAOODlVQAnjaS1SOmu2sTZI7tRCJuKjz/3e1PNiVg7V6Z2+xu4oCQmWfPlDLxHNLaiKuWBkPSLJAUAPyaMb53BoopKkMnwkeqbB3T0zYJMBP6wWN/QTjpR0xulZE6mYrYyJ/FF0v/eOtnCwIZi09RpCxm/fm17TfkS8d4Op7gV2+/WbzfUjTV/vjaNte8jDKW6pdv32cbeyKBuI4YvQv4te03c70QCsVaSdYfJKHVMqphw9i/s4mMP9LnksPeHaXBFBccwk1YY7/tcRbEskcupP0HkNNrsqxjGFzKt2/nX1+MzoWYglQyHKXkA41x5bSnHOdeCsnNqs71fBY+SEL5AQa4/jtnvZIxMAHk5tm4Zu2YLgITxlgw0+0palLNI9aiEdMl14FHKkBR4DlTRfMJqIJhPCf85s17EsNDdysAZkvDhD33klmp4TYWEFM2M2cm0Lh+3cXQqwJnCg7rrnIxiZr63btrXO8mYDsvNpf6oHh2vNS3IQ8paNZgSg9BURkc0XXGZIOz7QQm+BPG/lzqaYTVvEKyZHOKe9U1gnJJKt7/ys23Uh+eUCpcNFYhUCFojNwhTIR+T/9/9v401rLkOg8FvxWx9znnnjvknFmVNZAskkVSnFSUZVl+NloQ1G2433PbBp7Q70e3n/uPG/5hwANg2IAhw4YMwf5lGG3AQP8RDDygAbf9HvwaaLeHtq2mB9myXBJFkVSxBtaYWTne+Zyzd8TqHytWDHs499ysJJlk1gJu3rzn7B07InbEijV+C+8sLsXCjfnc6jqI67caGEvoZ7G3wpzmXgEGNtfQOlTWrSiT10fXZDyvkqKhNU2KOhqhXwuuIw/VpOwu0poClwDA6soMbkrRGx/5bBimMQF1KuPLOjdamZyCbABPOHIzWOPx1uIq2tNSLPvdxfOgZd/AAABa9XsthT5W1mN1aYJvhzOrOMPDOtH2auvgn7lSFOeznbV3XoqV1EHIgRc2Uz0/ph9lemoUjcKaEFb2w2aON46u9C0ZNFyoDNCK1Hpdee3iEmF6UGXXBiZHDLMy+O7iRryWCVFJyXHnlcE3sa4AoZ0Di0uCu/5wtSXCuOGArZ3acJnthTizYhJioaL/+PClWFxnzCOhhafYJ6FXraZRgCe9f6AoU+h7HaFg0bOWMRN46nHyjChQJ80EvoZAymYHAWcHSp5j0XpBmlleAnaqJR7a3Y0T78SDEoR5TRZW8pAEzSC4GWKB3XOC3PWNg5txPPeX27i72Cned9eCXRS2iy8nn5OM27IIAC56NLIDNggKpJXUXRAeifGbBy/K+xioxqsViI2Ckdl0YPGWw+m1GnbFxTz3pjAT/vRvFzQlrRNx6GbwxzXgATeRqugTlInEToW5Vrx0bkKADYewHtIcLN3hgdYEmN1QkLAyrr/eBkjnTz1AhQWNNhOcuzkdwxeNtxETuYMyBvKwtg8QIM9SQSS0l9V8WO0Jko1dApjUJUpLyL8iJ9CnNi+YVfRF+Jb3CQkqWZ9L5CLvRSlcXmS8dXAZxqGsYg+5VAqDDY078ciGbYT3jRXLw8NdEGrIMXwQAo0J+63jZc2RhGK9kwC64JhCzl2ZNNuwxcn1GqcnU9hjI9CwBZ9P/9Wk4Wohe4EnVV+DVFLl4QwRSaGwOee1gPAftmi3Gas98Sr4rQrdCCbmYLwwAIwRD6BJCGEAsFjVePXh89GQ5LqgGIEXO28KZaDhCtwaVCeENw6vhjo6HWhsllBRE/JnvO2fi6TnRHYugNBTWopB6X8JsSq0TFiGJqZrWBV9RuR9E5RoYQa+l8um51XDVhD+iARCmDpLgNM4OUQKrM3dDOfqyY06/q0KoVGAD4O4HqPyAq1vlCuBQeD2hPvtNirj8d3Da6CjqjgvXj18AdWpTkQ+H8Nd7PZXFY1p3eLkqsVv7z+X2hryqDNhalscPr+D2d1FOqvAfUAbBmKxvyATcOfdFQoKC7Q8vI/vEwjK1wbDeSIoP8ufBHqS+jJCT03olBbMUaspM+HD5Q6+e+taias/cEgDwuSYgaYTCpBbiBfXGaeX02khEIZiwbVLwrcPb8QicINCccYUGiAqGs2ux+lVA9MA9xbbUsCuDtYSmz1PJQcvY4yVYE2qRfHbH9yUdqOi0Fc0ZLzKQG0QKOXzGF5CiqzB5SpSy0/waGhBrL61DDDbDY6ftSDHOG1qcAX4CaM2LsIFyhyzJLPGZ4gldHu6wvKax8XJaQbDlw9ioAYCdG5MYvSs8xcUhRD65S3H5qSwHfDtOzfkb+tx73SO796+Kk0GJYwz4dZ0GHJ86YaKuhcyJ6JVNd5G4cyHcASFy42hEAHS0xBjYhy+8eGzokjGQzKFbDj1SIW1xNbG7ybbK5zcEEWEbecEDu948DMdUliv5Aj7bgv20MI4Cbmx1mMWBL/cW0Ze6na4KcFNAbKcebAQhAMTw3sq6yTEJNQQsPBBYO30q8tsOX+fYqnTgodFzZFsXXSRyAAE7x1BwRcGwwxZFX0qPnMQIdq40CaFOhedeeyNQfdk4AWryx7NNqE6Ect3qaCGgm+OACvQ2DBc5Ip5CFylFkSMMflhHnJ0tNySvbricOveBZgGsbjk6JR3xkNhnS59LQIYy56hvF9sROhok+BousoAhj1TEdnNA62zmBgnCFlZ55a+wsmzhPaoRn04Uuk7rk2CaQIU+ArwE9u3aA9QRPni1E99NVoIrxsOSsHQ4fdaLC4T7Apo51W4rjTGLFjeN1cmKQNZW6tFFc4wEW7jGFWJC4YAz1Qoziu2QGNQHwPv3LsIbxHBJeJ4WWFrwxzVZrCydjwnwnwmxconxs+h5sqGuQXG+FhbJD7LCV+ug7ehZywIez4a7nypKOkcpjFSNOKc+GnkoeIVTmFPXfJMOH7OoJ3L/c4TFiznGACwFb4lsOMkfNm0BTR6RL3yALWE+802plWLt+5fxmRf+y/n1G/fvYnqkEqe3qG1NSjCft6erHDyDOG129fk404zlL3PmW1w8IkqeYHyekprcljjfsjCW1M/hA83bCU5P5ej8j58TD929FQpGgCSuxLAg+Uc7oOt6LIvKquO7CUfBXm1yKTY6NW1FosrnRs9YFqGWRK+t38ZbMOBYBCFCblMGbLGqAdFwxHcrsPyilg1Hyy24GtGVbnCowEIA+JMUIoF0gyigrN8dyfAbYrgNBSKol4bRjiQVNjllBwaFRWUfZAHe5Dj4qDtHpBgwnSrwclNqah6uqrhJgye+MJSqJZQQ2XISesN9qYL0PUFLlYncogMxeAOKBrR28Ohr4xopaesiF9+KJFj2FPg+JaE2pFh7B9vwX0wz+YtCzMLNGgZCwpQ4cYHorDShDmPeQqZchwtlE4gYK3xOLi1Gw4DQQ2rTTp2XFASjRNFA1aEZs+Eve0FTp8R9Cd5T5lHRL1t3cNcX3HQIFTYO2xnmByQVOGeiuu97sSoew4FAhvxergplYX9oqJt0LCEHdXGgytRhNhIhfhcgSwq0WbvN7ronS8UNa1XMbS/z8rRGKrXso5EIA6KQFCa7UjolNMNp88jiuAP/kqDdhuoThh+VqUiikGpNw6h6Bujti4oYhlfYAOtks5MsqeBuAa7UJzsRRioLy/AH06lpkwQMLuV7mM4HhAZTyxc5wkLX8v4WfYMjMkUzwBv630UAom0XkD5LqSekPy/YQstxCiKhsHEtpjkUOUMrHyFk2c8zJFFfYiiMnhBFJTSVhUNjopG10ARLbojayC/fEJtWLcZrw3tOG8wv3CK1UWBb263LbhKPFK2unif2BC4MlLR3pTJ0P60gn9vK3pfe8JxKKbms4KfzCKAU0OoDxnLe1tJyEYKvWQGFr6W3CAAfpJCcPN1kOfyxbBa4/u8Tw0l1E/oLry3usU6NWuUD6qiAdMPqdV+q6K09HWEUPW1es2SUq284VgVDZsbazovOTtXT571aOZUGOSiQkPApHKYkYthzjU5ySWkbFgs5wq1hLvLbdTG4fjOHJOHpVxw99Ye6qN0joZORH7ZH3+Zp6Le3d3JEosbHu0Hc3lvuTcpa69lg916iaMXtKAlgnzko0GCKXtneThy+G4U8toHGSLICNLB4I0bGc/H9KNPT42iESmrzHr/ZAvb75qsVoNwM+5q42r5YMKq8GhwPGQNMfauH2F5heN3sbBO61EtgPsPtuEtB2Ep71J4XmiSATSgIKAQ6r0lltccTMM4Op3CV8CkagU8u2MhZB+EUValSMbjg4Kz/baJoQzWyKGSivcEhhzCCDiEWZBPheMcTLRaRQuYhm9pE0EYroyPIS8Fyw7M+cL2KdqbS5gWWC0r+BrAxKNSQVkPHcNSKyKbdscGl6cn+MT1+7haH6WY6qD8FOhcYVyWUj2QodCp6EFwPuYtRGzz1qE6ZWy9X4WDFFgcTzB/Lz1HczRyd3DeZ7DGx1PfIhcEszZYnHNZlELRN+lfUDRaA0MelfGYvS/CiAmHe55rpMmQ5BjwVMSeX9s+QvvMKtbRUMG9gDslzgagHUrvUQXph6stTPZFqXZToA4Hrb6GaFFVj8aE4GZyCOfrQg869Q5Mq1Y8GrWso1jFOKdMYc+764JwKvOXFSzrKlU5ZUJKMdb4e0DCHDkcXXhfpg1hkIYxqfphGdov9XpIFWD5rPUGFy8fodlhTI4Zfmo7ceYsXpOWACPeQAGKoCisOlBUONkjFdGL1Xs7xTCDNfyFqw8x+9BIFXub7QUu+13Mj/4ZBLglV5JgzeFdRws30LBB4yzQOviKotLTdweWcx1DFL0oWK03mBiHqcbuAyAmLF0F++wp6kODyT73DREZrxel1EkRsRXDT0y5zvNXNhK610UZk8rgGDR0tGxwfe8I7eUWdgm0WyaGTul5oAoBE8C1BVeI8NlxeS6MnGGEXt0GzdEzTgwTPpNyG65gVoTJIWN6xwrYQJZLoB7WBU+SoF5R6REIY2HODFBhvJLTlHtngo4xFGo48JGeK1GgZUSBVotuMvXD1xQQRbu48HWETva19j97btjrJ34Sx1aTG1ba4ngJk+eP0c4R1qN6fsK7sYypTfwv9zTrIa/GPM3ffLCcY2ZbTO5UmD5IZwIATD6oMTnkOK/FvJ0hmMdzxxvs1QvYZ07SmZUbatjHnCfPhG27An3iJBp4QHJ+dtdYdyfka6PYa/pOWMKeyXkMebd+JDwa/AT+POH01CgahUcjvJiTxRS77/p44CbXIAYtVpr0FvlnrrkD+NzVD9FcTNZkdV0bxzBLgB9OgmchWEuGLCYcQqeCNRSOcHH3FNXlBUwDLE9rcMWY1a14NEyyUmkbuVBLLMxfQ6f23nYJRUbd26a/DGIbMEkY5zLpLybNdcbBIZyjDhYdYbYdTwWAK1sneP7GAxEWVhZ+wjATsYS7UJCLg+DVtaJ5JlyeHOMnL72Lq9WBjKHz3jizfBcHEuu7IVDwaAApp0aVquJQdQ7VAph/ENYRMfi4ws57Ps6/zz0aTL38i2TQDKFTMQckMeGGrVQ09klQ0IRrUY7kbx+SwSemxfb7XB5o2QG/4ip6HSR0KglQz24d4Pr1fRlvbi0DCpCB4VwlVdTkXR+1U0wOOIZO1dZhqgc16T0EOPVoAH4i1sUi+d9r7L6ss9o4OeysCOpWC8IMbJ/0fkVIajUWOIxfao9Q7NMQwk/+UR4mWMTYd54lSn0nxEd5hXocwp6rQmG5XIhNbenkQ95HEGo+efE+3I5Dfezgpqa0tLs0PljGxDpRVHroTkHRcKbwSqrsGUNFYt8JX7z4AbY+5BA61fVIorCc9qz8jOjRUIu4IQYVoZ5GFKDWhffbCb2gdB1ne8irEYYBcgTnDKamxSQXgryETr104y7qI2C230nuVcrWJjUO1XELu2QRSsd0nTBvKkgzZVsn2+c1tSHkL4w94wfOG7yw8wBbl05hV4xmS1Dgcj7lvQiwIICt5miU6EX21GD3XRe9fSKAU/LaqpHCU2F8EcGYMDl0mN0JArhJFus0h7UU1oQqGiHfIE4EYo6GgndEL5lWxs7npYscVSh+lP2XCyMaMYJwCtSA7I/o6R7al4jWc9OwhKvaFH1QgJ4wcOKm0m/re+GnqQ8c3+0XbtxCO08IgKs8dMogeHQR51U9RZyWdfSoGAccLqeY2BazO4StB6EwYuCF81uEyWE6Z/PitvJ3P+urQJ8M593F+hQvXb+H7ffTukVnT1NYm9vVEl967v2oaBT5fz25Rd5LbjhT/tNXjALAgZ67nft+FITmj+n89PQoGgOC5mpZYf7+ojwk9ZBDpu0j7UdNRATCRg0byhDjK3vvob6wjPeIkM6gVtzj9b5YntSjkQvosd3sOYpIcXV+jCsXjyTWdlGJR2NAoHAaEB+sRjGmXxkeMbbfPok5GoayRK2MIagQqS5hEcizZ0APEz+co+E1GTyFTg0JhZenx/jK5fdhHIMbA64ZtvLpIGXpFwVLbU7OG1yqT/DV7bdx0Z7AD6HEZOPKD2fKxpjDP8ozKRZ2UuUMkEPOLhnbt8MhYDzsqcH2B6m4nibR54mJKfadQdrBoBD1LHIsSaIxRyMPJwhhL9Ej5yiiTm3fcvFwr6mNbXIQGBEsv6I8ZYrGbB8vX/owJet2he8Bi15BQXglRzhuJpgchjCNieQKTDphRj4cMLYRQc5NGdZyGUoUFDZdZxPjIupU9GhsYFFOghZi2J8KF/l+Pyuht7DeZd678RvSfx2bUPmZ41quR0KnvKK+qKAdqPUGn929A9pyqE4cfG06+y2FTsGI4qkejaJbKhTmClGYB/FoZNZnL9d8afs9zO862ODR2LTAIWf/aX0yVEjoVOpXy5I7Au+DMsllngH6y49CmE4eOuWcoE7VueDE0v5XL72H6hioD93oWhaWaYDWwZ42MA3DTcy5T8cuqpkFx9DPLtxr6w1e3HqA63tHsCuGmwm/6XZsxTYklFMW3sSx33YJzN9blKFTsT8UFW32JuMnga83QH3YYnbfR4CR9Ox0nWnF6OMr5eWdc7HYWwPJ79qk8i+cvZasruFMIddn1ZlHuDtfPvMqExOWvorFPn1NpZIe2hPUvEmcg26Ybk4aKfD7Lr4NPw1j94QGKXQKRgwkM6KML7sCGtbrWREMNSerGhPjMLvPmDxs41gBYPu2Q32UvCHF3J9FqjwwYa86xZcvvo/tD5rYz3yKE1olYW5W+EOXX89CVINSh/Whg9IQyoY789d6zdHg9CFQQgR/TD9W9NQoGkCIlw8MFAD80qK+fVAKHWs2ECMJk5EybPGXZx9gZ3sRv1LLA3mxClbHFA+EMWsZoAJ+ghW8PD3BjfmRCBQrI5ZL49KGjs/LXifHxkQwCwJd9cGDqHykMfc7UxwgXP4dvQS05n6fYW73DgQAwcLyhe33RUhqjQgalS8Ogmhx7XAgz4Qdu8Dnpx9gzyRkjOJZOh0Dz8/d8bHNYNGOliuTPddLSMX03lLGbiTvZnLnON7v1NQ5xizzczwcGt3ESqchRiooQ+deTygfc3dkiHmfsvjqbnyzeqVMCke4Wh/i5e0PZY0MKRoY+Swbj8K3LtsK9bH0zVeSK1AjeZRkqkPORAsJh6q0zx5lUn5CsamMWLu9hqCEPRpDR/T3SBe13ZhcH8YElMonkMHA9uW99QfrCEU4X5/atMb3kVv6nY4DYwCfmt5BNW1hFk7yVZC9Ex8ObC9CaGV8D7HHIXk04DuJu5QER10zqqB+enIb04eN7M/OOlCBS+qRhnVafC/jjqg/yATZ3KgRQj3z0D3ZxyNe1jiviOFZ7AkVhRXTUdK+uPUuqlNGddyiW9Mlp7g2Fy1MI4J37rUoDBIdga8g5R9AQMGi+L4Kvgbg+cl9XJ8fSrjhhAb3mvLbaFnu9N+sCPXt/dJo0blGc3OKOhpsYFqCPW0wDd4eIu55B5oiyXmgj4E3FUAIhJ5ipYruYDJ49hFxv/85bDUBqCP09pq6P1mIdDQcZeAHOk16ri19lXlishoYA+SZ8NX59+CmyaMhIcb6HDmfa1CEDbYkntt8v+m5Sg5YrSpMTYvZQ4fqcBm/92wwvd+iPmmH52xoOrufhXmY2xW+OH8Pkw+PU7RAGlS8lgHM7RI/M/9u9AKtW+857G/3nO7VU+HEF/NLC0CQJ5w0KuZJ+nnS6alRNLqHJACgJeDgKLjCc243YA0M1McLTwLfM9U+dqYrlDcjWh3tEik2fETb1wM89pOBvXqBK9NjYWRtBmM5aLnMDuQojSE+z99/EL+PTKBT9C81Rj1Py0YUXKm5UNhDIQGwZRu8UN8LzFaUMGt9v/LrELMKVpebdokZNUW7RYLwOgt07jHI2lZOXRwKnmEahg2HABFgGgLtH8VbFfpXBcte7ZAoqFB8J91kUyCFvOX35utCr1XhpTpYIA8lyq1xTgsUBIEgF5p3zQLP1g/T4d7ZA2NzR9TxtnCAGF0Khq7WQjGD+QwhXyHUTBmqvZCj4+Sx0pwW7mC/Yn907MGCOsiIx5pYs86LfKaz7omCQOdAXXMqDH3lmXCtOkRVO5jGSfjMgCAp8Lm65/oN8dBa1/vRAS0I/33GHsEerQQ1akB47DUyQC3b2J4oESm8zGvolecsHGmkrSHNLAw1FuzrXO+Z8GJ9H7ZhWZvdeaNOs8ygpg3gCLTRCX6W/jmmpHomXLQnuFAvQK3shaKmDBAhy4EkJINKDyA5gPcPAi8ZSGAOISrM5TnmNHdr1aI6cWViMNLZI1650J+uF0FlU87OxY4BYK1CvYYEJrVzc+DL9qxZ740z8PMxY4ry1vycih3pti2/Plk9AKq0tx2n5+i70DDNXkiaNq1nAhNcKyiC1YmDOW2K6+rDFWg1oPic40xmJkxNg5vVA5jD49jPoTPKM6Emh5eqk4LXaqj0RtO/xnjp1NPGab4+ph9vemrqaAwSE7Bqzr6uQ13MbqUZNSlhsvcsgEa+GqLcQlSRgzOUDtaPsDG5DZaRM0/Is/s1VoW4aGbNc2pyoiRkwtiYMGPI9yzQFh4zIqyrwJvuHxnQOrjFzj1SOdiVX7cjlqZHpE2KyuVKixHYnbXjHxt6Te1gfPOZ1bbzfuh/WWF9uTzARhTq8zwrH9tYSMO6vuWNWPQF9e83RW/NOgtsfn3noK6plXlai2HZmcsRiG5gwFgyQjUlZBhtebS+QJfOY5zYEPJ03aPi/7PxeDaYURM8HxusG81Y/og8tqDQzpChqyYnyfuZh7lLbqwjKtAzgKYdvMQzgUZeQkQG09C+ERqqJXPmGlaDxxmVER7bHK+hLsLY2DM34rsZzchFwwd/xIFQYA+GfMjL7Mxb68+M2NyELBgz0wDtGYwk0GzAq/gxfUyPQk+3orGG+vGfnb+jlTUJLid+KigqvcYy4WrYyDvSCYnr71brBgZi6bvdCxYsPwkVt4OQs4mYluN0D4ZjjTwTCFbq6RTEwImfjF7LXQu9djo8/6Ffz+QYCgXLeOgEYnYjfn8eASiQtwCqYJl9HBx/gHIXaDfX4Dy09DUO3WywfYFYfVQT45rv1KpXm8Livu9dMddFhd/YqWFS0IWFq5NyvWnXP6KyV9AazPizqAeXG95rV2GWUDHerN8bzMPjWKHnFbzGyDHFRG8iHp/PTWGDOS+MWc7ZIZN4Rh+ReDo51/seAhPI+3not9be7877pjrehPj4WAdqYAHNpnJ5Bm+7ru0h5WDMsHZuIoAn9ejXPJvEhH3TMVSwBbgW2O9Dfz5jmZ9YsB04l/UalnenHuyGbe/ddQ3/Xeq+S89G+F+gBU/SeTjS7g+Szip66tng4SbK+SOQZwNMJ5t7h580egQZ4vtKT1JfRujpVjT04MutTmsFKgpFuCBMs+JQl0C+fru5jMPFFJNwbarknA7EIu43ozwUhTPlAiwwkK23Kc6e8pCS3E1cCnKeCc1ejXZmAOOglUk1kqaIGx4arvJ61p9h1Cm5KPS7BnhvG+QZd1Y7ccxjfE3hV2NhZGKsfIXfXT0T2x28L/RlwcBreu2a64fuj2dZGGhMEIe6eaUxt0Xwu1shadpEocmPuIiVRi1dWV5PeYNCuwpm/lBeSlcrtdkaJmLcb7fxweJCdo+JyeDUmuHCfBuSHgwFcEwGpdzuWLhpGtu3V5f6B6nuB80/oZTcmitaus/un84D/C5l4SHh9k7jg/OtVmpQX7Etriv/LJr+KJK77tkNLkuCY1eA1SJkKa461WQorx1GCCN4FjTsfOGpsNGztufX2BRut2kyeJ507NnATQl+yqgHQj27FCsLP4KC91pzJSJcaVcjTxzbc9pnENyleQpbyRS63AiwrpCbXMvBU0B4c3ltVEFWHq8wp0qGfMxTKbyCQzYZ/akn5ZmQkbu8IyFPrZE8KqPzkuUajr1fHlCWRwxwXUF7KCSHLMNd2gaTeHO65C/twFeyzkUpzb6bAO12DbsivNHOY1/G1mTiJQbNboXqeFjBURjfpaskR5AY++1cksO7Y808P4IUSOG81u/TpS0bvNZciHkfd5tdfLDYG1433SF8BONG0ayGjeo5hnB+b2BsWvga32mupGTwR3l+dlP3NblLu+A6yTjav4/px5OeGt/YkHCvtM5amieIKgY9OQCWwbUXwTMcCt84eQFHhx1rMkNQmNQ9nieDZ7Ofo1kJVGZI3nQC09lEBBtAKmW7nqKUBgNowbfTaxVWu4RYXdvaXlJcfps8nyKDkuI6FGs5NGxFqQjCdvfAaLcZqxu7MC3w1uEV+TA8K4cYBsthtwoIS+SkT5YYS1fh/3f4cmyz+2oIiIhYh1zhNw4+KYLEUH2FAVJvT5GPUeQ/lFxxtQs0l+eg1guevSK0EEMrknfhBAvque+p/zFDkqpdhdabPsoPB+twFNRDHgSkD1rs7O3Ty3ht/1q8TdeRbRhmQQJRiZEDuntwqwAyJikzRUHaecLiosVqJ8B0EuPXjj5fHL5a10WVZT3AitjyoLQ0XMGuGHf2d2A0hl3X25D1u1CKOTyvhMfskqUSnrnIO+lOzXnOQN3HCIaGLBncoER40rXsmEEqJGd1NLQYWlxfJDlaRd9UEKZMUB1QCmM+TT55I+Nqomm5rDN0lrKRzyExsPQWzbbwhdo6QBN5keVojPRFt2gyoHC8LwraeiGAf3f4MuxpasRDchziI0b4PIW9dfrMDG4uVuciH0ENRZzquAx5EGJtBCf5W7/58IXAKwMkrF7PCfCgMCAh1PqhPlgAUzDYxA8QQ3FpNo38Qq/TeTp9dls8siuD01UNn5kWY3dMQooCsnOBEzBFLmT3FRIq/jtsRCFY63F6c6uAMS4iAm5uSVK8PiNCtxOabcbicgWzBP7z6UvZes/2U1cxCt08uWbR7E36718VIAcctlKfqrIet1d7+Ob+s8ObXt+dvmvODIOZQXHpKnz96HNxXt9dXsJbB1dKA0muLELe/ainYbSuDA2Gt3WdUGqYc3IYJ/7bUQZ0PPtuC//68AvpuzDPca6HlDzitXKWzpdnwuLmHO0s5W8VwCcf048dPT2KRiY9lAdP2nQidPQ3O4d/mENhnhZA5UEzJ1p5YJy//eA58IPkHlVscYVhBADWgn15+5ySrnWjx2Q9J4gYCxee6wmoBC8/L8yVd1atzM4bHD9rsLqIcE8rOPaZBauboO3zQ91rFV5EZaBhK4eJEcZYdeAom12P45tS5OndhxdkPBYJVz0bsxSnq1L1ZJLEuWM3wb/74KVwEIX3pwcKQ5SoUNjuoZ/hv9x6HgkyNtTcyDwtOeUQflHRYD1L+8oCM2F1kXF6fQLTMrg2ES2Jw/rpzn/+OyaI5wzUDPVL3u3KC7wtVwKRmJ8YmjhbWkA5ItJYYrx1dBnv3bkYJNgQguQAu2TYU5JCZLmCq23GrrEsh4HaKjlpeJ2ube8NTq8TVhcoCjP/5tZnpSJ5JvgoahaAWBCxqDbNAn+44BrVqcfq3gxmxSIs2eD9KPNOCwG0pyQU8La5QDSmPKXfuoY4CAcJ0at/7idho9tOElKVLLj3/hcMGEWdNCye0kAN27gMCnSmTp8pKOoBiSCbglDErAPzq2MpEmAZRXKvDxW7VVjeJEdD83XgpTp3c4HhLrSY1i2osoPCfu5lBTFoTOBitcZrfZm0Rf79nZdQnaTrVLjSyVEheChfwrPB4XMV2u0qGlLU8BH5H1Oo9o1RxUv4pKAMfuv2M4lXDvD8hm2sl5QrogREgdTmHp7svZNnmDacF1tT+DoYkjrTdvBiBa4Ac2qwOJ0Ej0EwGAX+l9eXGERiy4e4zvCQX5bxYAprqp60OHy+AozkCnDGBz0bHL5QwQXIWEupXwDQXnA4vWpQnQBfv/8ZWacjRTeTEUmE8JNnCMtLWqSy00+Wc+2omcJPGJV1eP/kAr774VVpq7NW9FzNkc/YhzoaGR89bWr82p3PgK3A2b9xeAXv37vQU8K67z5M3jD2QaYo6Rl/JuUyBRt5nybBA/dgiMO+edhs4ddufTp7blbL6iyji8pVI/3xIBy8WKGd22IMXe/ek0qRxT5BP086PTWKBoAC/jDFgJqoWFjKNlEhPKpVRxiKbRim9qimLbgy8KHewpsfXsH0bl6QigRaL3gimIKi0TkQYiHAIJC4WB1aKv4uXIWVq2BXXkJgrC/x8jNmLQ3KT+MMTm56LC8xqPICiVtXsTIyxTFT0R+n1c+1yJNHVAYar7juAcK06wLfa3F008CuGCd3Q+6EHWZokmMRcNpbAohRW4+jZop737sU30OypoRDloMF3de473Zw9PYeFL89CgB5saiuUMbJKhoZvSp3gIw3u6W90uDkuoFpPPy0kirJFATeHEY0er+4YJixLf2tiE7RIsdxfheuxtJLrRQTNKB8XcQKrkiKIlsb65rc2t+FeX8W163W5LALj+qY4Cdr4rkps4ijY5nsKFNFtd7oPWOsLoqnzxDjvbeuIl8esh9cUfDSdgqQURAOFr5GddpidruCXQFcAbCMqWnSu867x5mAkdWRoawwVDd0qmtljspTJ9Qxel5QCvCDcwOk9cRG9n4H7GAoR6MBJUXDprXrWXiO9+Id0bo08VVkHi4i4S0KI8uUCRjelP3K+h2FV06DbrUugqXC4r0OAly9E3FvMbBoa7QXW2xdXGBeN4BNikbyfrBOsAjkQ0JW5sUQKFqRXvUzAPjeu1elgnL4rPVqwUUKGRxa9yyhLscvMJpdEUh1zPq91kKJlemps36Q8oqkQCth9c52HFcX3tZ5woorrHwVxiJfCegFo7A2BwVJ+Ft4Vx7iAWPAb8/gK2Bq2iLsjJlw9CLDVwR7SnDHVTQCpPOGY1FBa7iHPhYNTfl+yEjXdoE6RRyGnZRXeMK0bnH0otRkmZqmd9Yevchot+SP2rrgLWZ4JlQXVji9RqiPGL/zwbOFRyM+o/NqiQNfes5hcSnABIdzL71XwDjgaDUFTxizqsWt41007233DUiZ99uBxOin0MGxhpJcftpUeOPt66JoWI/39i+Ab836vCILG87nYlPqLef876wYrQ/vsoFA/ekZHm+LBhHxMj5YzXHrLfXAyFo0A7wrNj7YuYG+soSwHn0CaOZDG339eD+mH016ahSNQStMZikCZdaRPDY0s0izVrptGLZy2Jo1hUfD3drC7C6yA9EEYTZZcbWYT5dhS4gLxUJtGqKlCbELV8E0ItSZijE1DmQQrT45fKWGa3hvUD93DHelgak8pqYFqqojkJfz4tgky6weNBrjHzwaenhWRqqoajIiM2H7wilOn/UwK4/JHTnVVBHrVv9svRVLUMsRQrMyHqdtjZ03kuelx02D0L30Fe61O9j5Xn7twDvukp7rengwwL5jEc8euXPlBKfXALNy8BMDDi72/FBPbZdWmW7eDIAEVdnpEzFw2tZY+Qq+lhoSeSKm1hzID9VaCpaI8mMYJ/fnmH+QLGKCgw9UC4f6GHA19XIAorAW3lEsTEcIHqI1SGpOlF/vDfiZBZqLHgihU9tvVlJDgTgq0+x8rKvAhovwO+1H6w0WXMMeN9i6zbArEZZM5TGhNgpeKcRDFQv0LX0aM8/ZHgFGD3Ttg+iRHK8tEZ2G7+2S5mjliqsqliksJ4QSsIVdyUVV5aJgrBj97BXmFGXRMZ/WgyoxXdQqpyNRvtQJnTKE0qsUFEfHFAwpiDwuRylLPCdbo8ovnSrOFWaXFrhx4RDb9UpAFTpzFNvTbaH9H9gjKfcNUUBnLxfOvjcRRSPrnypVmpumynSXPBP8CwusdkxmtBD+qJ4TsCALqqGmX/MiFLBsGXYF7LyjbQUFEEk5UmNS600q6IjAk4O3tFD4w3wQJfhr00q/3HYtPElrK2l/QKBPnEhI0AnBnFj4Wt8TFWeShl5FTzAD5MNce07v2AzzgzTPGDZkMLA1aUAvHoMtp2KuWX/NJ47Rhhzsinw82zwTrl46xPKGw+SI0by7HZOaekp7HoLDcsbsPHeA5SVC11NAnBS2o+UEPPGY2hb3D+aYv2eG93lQEhs92wNfWXEVK5cDwKqtMHtrEviyx9GDObZum97zc+Uk5Z91zgyD4ZCqyAKyMQ8RC39u2AaPRgqH7BZfJBaWsr/cws4bqnSjMPYxjWGZlXlCTJTYUDhrKfA7/+Ipmm0q9rTWsfqYfvzoh6po/Nqv/Rr+2B/7Y7h58yaICP/L//K/FN8zM37pl34Jzz77LLa2tvALv/ALeO211x7pWcJE+59TcQDlmyTvB+IB3HAF2zCqymN3tpTQAiNCydZtg/kdBR0PTM9z8GiEtm1mFYxx2FlyHgPeh2RYL3HbjbNYugqmEYXFGFEacoEQUDc3xXCR1hv8xDO3sHPpBNZ6bNkGZEy01tlQLK3LxBzKHA0NByAfChsF65ol36vU/MzeIejZBezKY3Y3jM9qiEx2KKjlmifJoxEKjp00NS684aJw0LWmUBY6dd9tY+8tV1i59cAsDrHMaqvMDhrK0xFCo4U4ML1PXHqA5bUWtGrhpga+0jomgHonuonIpbCbxmzJR8WskPdYlLllW6HxVoreFZb+4NHI4HUV8pdDeIs1HvZhhZ33fFpXbGAcYBYO1bFU5ObOAbMxdQq6UfQKyZp95to+6MIKqEWouvCGi568SL7r0fBFjLUqkcd+CnOyws4tFxQNgFRAieGOufaGXt6N7r9ode1IDnl8N/FIsnjmFet5egamUBNEgbCnvS8ESaAfOsWQnAj1aFib541o6JQomVIhvRRy03zKmslrEOi7ivDD6qVkDIdhhQG2XhQCtpRCp2jz0Cm1Fjfe4saFQ3xm7y7m1UqEHEIQLsoQLlV0uwKe5wEzESdBUQWV3e8xJgcpXMeDoqGoa4gozoKg3L588zaanfCRQQrR41Tdvaa2ACbI584H4d04D7sE9r7nYjsFPHdYDksvRgVqk3Js4aG1RHoejexdkYdUombAzSv4mqNHQ9enZ8JPvvCuKCGngD2hGDqlIBEINUOUfxiUBVMlRy8pGoUSEfla593EOc6VV8K8bvCV594HWw61j8q5e+X5d6GAedb4IufuE3sPUF89xeTQYfu94I0xKOG5w8DjJ2EN/OSN97C8yEXfYlc1amBVg6YOM9uiOZxi9x3f49EqKCePBkLoVOnFA6QA395b4oGsjYd9UGF+q1OHh9FTMuVsGFCyx2jddszgmn3YIw1XMcco91R02ztYTXHxdRf3jF63Mbz1aE6J9OVLz32Adl4qFnme6hNN/AT+POH0Q1U0jo+P8dWvfhV//+///cHv/87f+Tv4e3/v7+Ef/IN/gF//9V/H9vY2/sgf+SNYLBaD16+jsgiPHmiZoJ5busaKzYSquqZhVJXDzmQpybXh3tldxuxeG64Xi6AcUsnSActieYoNA3l8tzKyJpQAJhfi9p0FqaJhvVi7jR+x/HFUWH7fxbdxffcIVeXkuSHMJno0OsJTAUEalBUVGuBDAa4wX5XxvboGN7YO8eyVfZiVx+y+clC1tiYBnlmEELWYaY6vNR6r1mLnzcM4P/L+QogRS2eZRenZb+fYefskXRueoQyxd1joWa+hGJlFuKhAy2k+Xtq5i+riCtR6EdTDocy6VlTR0+2UM88BaOJRj0aY75bFa2LEvZUE5wHLVUxONWJtnhwQ5reX2XAFvcksWtQnHDwa+XRkCdNhTUQ5ulDAB7gZI+ZceE/49IW72NlZwFQyybtvHsc6DNoXCbXi2LbNraihzZZD6ODpErMPlzANh/ngUG0Zcf4KQAMesIhlHo21qFPx+pTLkH2UDuRNs8L1eSE0L/doDMVENyEkE+iEcCJ4JFRm6+b3cKaM5sJv57oi9Cj7QqekQP7KrvFVNyQROGsao2fJExpncXN7H5/auottuwLb0lIcZyJfa0DKESoMAEHhDrlvum91bnbeb1Aft7FhRS8TwW1ceJO1YfAzl9+KoTtpzCkvDAAm5Iq1m5PTteMYZgXM3z0R/j7g/VBhdcijYTsejXx+4p/BCEUMuKkBVwqUkL8Hwh++9F34CrALoDolCUFEWRRUFcne9HASoPN+FEa7jE/K9xSV16TEy/i2qgZ/6PJ3xasfPBq5bPmHL70GN5W/quxsYwCfmN/Hs5cOUB+3mN8O7yQm2Q94XHWtMOFnLryJdndIcQjXOaBZVTC1lzzGE4vt95fD64VT7g+FdRELK2bnvGstdt5dRYNefWAwvzNQ7yTjDWfVHcnPwi7lghx39owOtWErwnzwaPTWWNxPhJPlBNtvHsXn5jk3g5EDayitA/nbs8F/c+W7olTGzygf4sf0Y0Y/VEXjj/7RP4pf/uVfxp/8k3+y9x0z4+/+3b+Lv/bX/hr++B//4/jKV76Cf/gP/yHef//9nufjPDR0SKo1bfym9KMhTZXxmFcrCXEIYQWzhx71wbK8NxTg0eYpCITdHZWH2KjLXxNtG2flEHNyeFsrngSpbJsaiglqKlh5gy9tvYMbW4cwJhxE1hRWr66XQbqswjGlfA1Osfgqj4vgF5Sm0N6N6QFe3H0Ach6Tw5RM2zNwZBaWPFm+Ii9K1bu346VD1nfvJcTr1NWwtx5Eqx9og2RFTnM9fk367ydn97C7cyqF8TRxUse8Jult8P9ZF0o3erA2eyOoU6Z/oAwlg8vNFK+vToD6zrH0La4jgBqHainx0b09kLUXBeEzqm9HD1xMyCV8en4XF7YWICuHv33vblGkUnM04vOi8Jp7NCgK3lg1qO4di6Jhwt5BCjuKXQx470WCfz49Q+d3YVgYGiONAgqciySzurA8DVkFV7Axn6UKORpManRI6CyF8hefEbpJGvpWPr5QgAfW4pDgogd/qkgt+2rIKzw8bvlxTLg+O8TNyQNMbZs8GkO3BIFmNFE/tBuLzXXgO6e3jmBPkzDnOctHAUYVBEB451fnb0syMgANGwSQUMOYYOALZW8oREis5Izq9sPifeXXMhMaX0Ehq3NFtIv+pBZuVXjTc+S/bkpgm3mDsgXw01tviLC7EuUnOKoSmpR6yaICUSr9MYw2+3gd6tQoMWFmG3xt6y1ADQYd+qnZW1ERMiit/89OHuLm9j7MaYvZPRdzNLo0hDr15dk74C0Xu9oDA/CAd3KuToyDXRDqu0f9xjM2lcBbOM1TzuscYfrBATiEGFcnwOTBCrmnKhogsnfPhBAqNTaRaWxJcF9/cWSTuRdxjbLATGhaC/Puh6kN6iCnnUVjin0wYvz01psxjK9ocsPmP6YfLXpiczTefPNN3Lp1C7/wC78QP7tw4QJ+5md+Bv/hP/yH0fuWyyUODg6Kn01p6ADqkoY0WSPIT/lmqk59wmHvEieFpisIa4iLMp4uJKWcBxSZWtfdOchnQjvPVPvYrRfJo5AdQsl62L+9RGfKEzETo8pj2HUcO9USV6dHIMewiySoUfcQy0ktyOGQZSb4h/tF22Xf9DbC0tfg/YPRa3PKq+wWiahBiHAj2+GCPcF80gDeZ6EQ2UvqPPfMZTQWb8sS/+s5hLYhKaj6PjlbHDa800KYaQA6SR6/KJR5qfLcTaL+qKTrhBm4Wh9iq2ri3Pj9g8G5iBEk6n1SC3xGng24bUGLZVgbZ6yhsTkfQH16HLQu9Gzd+x87qH0wLGjb3T2d4G0xLIhHJUbrMJQN5DylEMYGLJrFXOUK/DroyjiOXMuRMLgL1Sku2hOB5F5XI6D71bpLO4ALAGAOT0HNcNXjnjV7gG5WDyKi1Nj1+fobh30WKzkfJItwV7iNHipVjrV9bKbc5kJqrij0x3Qq1ztEZL+8DWBEeR198NmXAMP7oyKP5+xRUvYyY4tnwvPVKdjKfV0jwEV7gouTU1DjUZ+08bw4G27Z4Bl7DKrX5JkxwM7AhPwT0wJ0eDKuEOtZEc8QiobC2B1PoMOTeE6aBrAnq7Xn2eOgoq2s4J7yDyfhBeU9+dqMt8oZHHObhp418IEZ4F3SARTr/GZ1KHst7+4mCuuTQPwE/jzh9MQqGrdu3QIA3Lhxo/j8xo0b8bsh+pVf+RVcuHAh/rzwwgvxu2bohZwB41mQWvmCYdlnf8t/gK41FYbWH64jpHkSm1otxiiGROQfBoXnTBq75IyudF3A67reY9AQpsia07IBcXfOlR5T4SNLfnNLzg+bhtYg5LMN5MRHf2agQsDYoLLsunklY6CIJoU1F5sZUR+ZhpSjQY1pfTOb7lkVAjhDC/qB0JrHFH3P/rspt3xs1aTPQwMKvD/HETcWfx5tKxyUtDFlDygtxbx+/Q/VPxgzdqxLBs6VokLPYypaG/MCDNFHYXfrlq+B9GEIyjTKnRwMWqZ7rx6G5+vPmZCsuaLXHXj3vk3mJRqHukr8j8gZojSwfh+XMtAt0vox/XjTE6toPCr91b/6V7G/vx9/3nnnHQCCPvFWe6G8mDq/AcS8jUAOVMR+ezZoty28NzhYzYI1aTyJsd2uwZM1Bdh55P/SQLQK5hZNILNcDr3BLGnt0M/g2aSk286BNSTo5QW9UiyqhPYsvZW47RAeM4hAEnDugXToDIUYFDU7OF1MxKAzlATxAun1mdVFnzd2GuWoREOy48BnvfALHQ8BvSKBGQmSRoDMzZTGUetqeNeeDbju1ygB0KsvoF6qGG971jmgXrVBwfmMQ3agv/qbvZFqukwgjUnXMJlC+Fl/sui6BQC+uCsoRaEN0jCrkTnngSHkJDH75QUlPGknOZHLMMNzKZvdS7O/c0u4NulAaLcI7Amnq3rY67WOaPwWz6bI0ejdqp3IFYpu2N45DBO5opQLJuvmrye/dAczIJjmzwQAvzeHn1RFOFX/OcN90HyObpsA0G4Z+JpADeFWW9ZC6MLbuingpyEMThH+Bq6NUMBInmpwyIkDwFYQe0bj9pWfcFKEhq6NOAHRi5g1cZbi/ghC5TprdssGDQioPD5oLsG05cUOEE9AQzhspugW0oxz1c1TelTi0iOr4UGjFvxuSKbOP+s5mRg8MwRK3nKCbM6jCc6rLT0qjWw5Dcfrok6toxM/wVvtlY/sFS/2mvZnk3Dmj+lHlp5YReOZZ54BANy+fbv4/Pbt2/G7IZpOp9jb2yt+ANkkXz/6nFyUb7AcdaowzXYsi4GpLHyN08sGq9bizvG2oHhElyGl9gKdXqvR7k4TEyIkGLvYNgm+NSMmlykmuyIsOZ9uKGKxewdy+vHO4EO3i6W3qGyAt83rTQzs6ihUh740sY6G/Jy0E7QzwE8kdCxWas7uj/VDwngRYEzj81S4CvHnUQCPr4QBSnCJvQN3iBkp7j2dUZ003M9MQQEYtv7rdVrB12tHAlxlHt6y1mOTJfmDUdZiCO9RoSb1XXsQ/NRjZpokVDP1lE2tMp3nCXFnTUjhRwZcypcZPKTHxjAqvAYJ3HsQM7wjPGi2sfIWJqCHdddmzxqW/+nTHLVeCkstntsD1wklRUOndAzFIeklb0fXbfGY4M2JCowq692wofCbcu9PfNY5k8Fju8OFtYrcKpZcpeUlArcGJ4fTVPcBWbgiMMyr1j6eorEkV+a773VICUjhLYnHbUxxPROakBggUNhmrUe1MNiMPK4bD6/Xnd7chpsno85GnqFM+SoKLmZzv7hEaOYGdgl88/T5gPzVnw/PhOUFwmpPkAlpKhW7MVJYLvLKmMNDOA3Kuq8BE1ABu+/KBYGbXEDQqwmwLAU+M8VYclQAE2DSVSmhHN46A0ORBO7OmFS47/Vd+psrr/mazm0B+b4+8RWqqcM3j56FWSLuJ9kD0tfqlHDnaLso2OfYyDoKOSXciQDS/ToaWgn05lH7pYppCi9Gb59HcYElrEjzpvReydngogAfTyfwFTAxmvg+gPjXndsN+MtQYdm1Jx4rH9hc3CuhwEXWeNhs4T8cfWbtc86iYnSZrAKkdf2kEz2BP086PbGKxqc+9Sk888wz+Ff/6l/Fzw4ODvDrv/7r+Nmf/dlzt3e4muJf3345/l0wlPxtdZk6G7GyqEWfK5zcIKyWNR4+3IavIEV5ugwuCKlHNw1WlyYYpcAEJClaGFdeaZQ8sGoFb13jJTUJ2wyhTjFFQck7wrurK1j5CrOqlWqsaiGO8LZ94UmrSYMF5pIcYJwHtcDhaoZ2TuAJY8s2AW40PJolv6BlK0hbhFgMatCjoTU7NBm8NBWmkIUBoUSVMS8SUJm0StxL5I3eBVXClMFFeNssmVghUfU+TrjhqqSJIM0x9C5HWcnfa0waDMKEwNuiSCgFEN9120oyOG05zM0KbMoQOug06TowLgrisRBkhsPeq4Ce5ZgM5SRJZXAuJIWeUssl6go5wLcGt5d7aJxFVTkpKJkVZ4uUI7CNzVv478GnJuBZnZC+rEeNNN50D0cBQPZQLqwmIa71Bl6/G1Ay8gR39bipUGOMH6nFMx7DPHSw99rgUHySa5xeZ6Al0IPJ+jAqGs6XSAaIUqEXjwYKIQjA2vjr/JpiX4Xnj5FC6WqonuL3A4jQxINhQGvaLayf+drp5GkcvFih2e0Efmu7YwalrN8R1jv/HITTa4TVLqE6Jvzm/RdCHofsPYOwV8J6WV5hLC5a2BWA6SQqGpVxBSysJvk7r5XBZSxH7UT6MhUek6Nc5coPOaQ6GhOIoqFITtmYGlDIzwhebkUAzOYg5ye9uc8WyEYOjqyfhlKxTPKEhavx0G9hPl/im3efQXVSKkUNCGYF1IeEw/vJiAcIYpImzuuZojU98rpPQLmMetbz7lmp+YEeApiiNa4yZMCu5z2e15wUOOmDfE8OgCf4nSm4AiZWqsmz7StIOa0DZdiU8rM4fdh7EMKxNNBAP2xSlaN7y22pFr5Guu32tw+drQowRaNOMuiNdepj+lGnH6qicXR0hFdffRWvvvoqAEkAf/XVV/H222+DiPDn//yfxy//8i/jn/7Tf4pvfOMb+FN/6k/h5s2b+BN/4k+c/1mrKb73xvV44ETIzrxgH2VW30AeekgD8MCJm+D0+Rbt0gJ3p0EICgzKdiyVIBy/4HFyNXgrCKXVBLLRpOCPjYwrojG1Itw3rYVzJuunKhqlmzdCqYaaF741eGtxBStnsVU1mJuVoE4ZZLj4peVZEX9iJfCIWuRhnOBrNzsAzVts25UUUMusrw1bNN6CWh8VGracYEwzC70+y7Q+KDbCIC2xhAhlAmE6pJXZZwyLdEwoDszhuGYVSvVwSsJKYdHk1J8oMAZvkNYQUStV17qe5lKTfBF/xDVfKreOKVqA21bmb7azxI5dpNAstcjr30HYrMmBq1QXJbec6fswDlJYL1oD+0nVo56OdcQISeYAVgYfnO6h9Qa1dZhGKOWuIsxJEegKN2FLNs7Cg7D/acDPxSooBcnUy9PpRiiK55wZzkMJ+8qxhE6tEziVLRCH0KkKUTgw2fodTXqM7ZTCyagzIKzFYz9F++wK1BhM7xpwJmSNCkoD/4/wxEWNHhIlLOyxsqOqQHBvv1gElLLgKazIwyoaVnfNZ8paDEEL7zIqGsYlXtGdu9BmNwRVw1JYhRIEwS8vhBiuOXwJWFyQZ1FXYFoXbhN4kSqaxOndNt5icbPF6gJhcgC88cFVqa5tGRW5wrPpmdBca7C4QqhOPfx8lrwN5KM3M7eKt94In/cijB81UzhPcDNBH1M451yBcDACttGEdT8lmNphappivzGABVuYRpQSeESFPe7/YKRhoIcAF19vNvf9uUvvPuZHd9aGGiSWrsJDP8f13SPcf+8iJocJnIJZilaaJWH6gFHdqTt7QAq0kuNYN6h8Rqd/a/Zm9CKr8u0BeIIhxsS0slaMKfdDOCsUynvFNhokFPZez11yIjC3u1P4CWO7WgWDpOSdDAnfef7nub2mGxB39kN8T92LuveFfUPEuHu6g1tvXhk3FJxBOmz12kclFLnc8UhNf0xPOP1QFY3f+I3fwCuvvIJXXnkFAPAX/+JfxCuvvIJf+qVfAgD85b/8l/Hn/tyfw5/5M38GP/3TP42joyP8s3/2zzCbzc79rOPVBLuvBbc6qeUWUSijwUNOi1tRZCCnboJLz+0DS4vZhwYuKBrRmtyh2YuHWF4OlpOwuXsWXI/o0UCw7KsAbtpg5W5tUpKMR21aEXYCXG1hxQxudTQGbx9fxsLV2K6XchBZCx8O+ypPcqYkVLtMOF75Sgq+NR6mAY4WU7Q7jMmswXa1DJVyVahRj4YBmhZMFKsK29wiHBiM1kvQWgwI4WFELELqkKsZKlxQsjSphYYQ8wOGEjs1jAk+xePHnIHCApTuVUjABPcpilOlBftMWj/5/ZQpKTKXDDChNm20kus6VKZLDvArET4u7Zxg15yKYBYO/ditoIDVqmiEIm5VUDSicsKSmySFuYInIVPG1uK2Z8rKoKUNWjNAFFBqDO6ebGPVWkwqhy276kEpS5hI+cyiEGM4tDVMcPLZA7hZBV8RfMWorMckeDQQ5lwhf8kzvCoaQVCUqs4cDzRmkhFHJadM8k8IXUGgQPKUmRHvH2Jfhq2RlHnH5PJ+CKBjwsLXePHmPVBD2PowWG2LNYWo1BY5NpRYeM87BAgv8VJZPIeRzhXLMbFBE3fVC1aZM4IvdI/I4EW5cwYrL3x3Sq0IiQNC/5nCiw6XQ72K3EgQnjv59AFWe5QZDso280JoOg6FyHVau6XYY9LGpZv7WO0B030P8+4sKhqGyhDB1htcvnGA5RVGdeLg53UsNNmHt5W2W28y/gccN1MwE9pZCE1FVm9ChW4WqHOzkvXtZoCxjFleY4ZVeDOgFlIUlQGuGEZDp1SoJZmQYU+PKdZvV7mOwqNq42H6u4YhcoRlW+Feu4Pntx9i/nYl8Oc6z5C+2hUwe8DY+pDgJgkKuWEr54r3EaKbTBb+GIT+6JHV/q/TOMJZoB4Ia5Sfcq/eS/Teeg5KYhXPSDDiOZbC1AjNbgU/9VI/xmDwrB41QJxBVBjICG6kHTWalKFQ2T6I87c+5IwAPDjZwu53q9IosLaTA59xetcp9EyNQOaR5+MHSvwE/jzh9ENVNH7u534OzNz7+dVf/VUAABHhb/7Nv4lbt25hsVjgX/7Lf4mXX355faMjdLqscen3OtjdKjgQAKPWfS7CRmIF0MBoTl2Nn7rxLszCYOsuCxa00bwLKmbUMeGVZ9/D8lJaCarQ6L5XJiAWEWFkUfEIln4XPBrJxS1hCDHJLFBkqsGyAke4fbKDpaswrxpsmyVQBTSPIOBZ6lcGFyFSQsVWLiQ2Bu/KclGj3XGYz1aYm1VRGVwx+8WjEeKFbRLMbRQoOQjBJno/cmsraUhStI6JByFXHjh4M3w44Dj3TIFjbHPh8QmFvqK1U6Or4lmVBBhl0LHoV/Am6HMq8mCT+jkW3uWCpE3hALLgWCxJE1NjFXgHcGPQOIsrWyfYyz0a2WGRFONwMAarc7TGZQdJrhCAERS/gWTwMIYi9CafnGJcGWpM8GjQinB4MkPrDWZVK/lAQ6FTSO9Z31XRDRYLv2OD/82Lr6PdCuADFVCHnKBesSn2MQeDtMBhYW3nlOvE6lEaKpwXDj/HgBdrtggICUp4I4oCQAqnyIeZh6zpeBdc42euvQWzIszv+CJHo2g68gAujSJxTfTrNXhoZfCyH9IB+dV9D1qULa/CbolhdUOOUKxCrnPushwN06Z9jYHwr3w9ZOF/Rd6YdjPboyq8/KEX3kCzi3gtI0/oHxCukK6NNTc6X3kQXrn+Hpo9j+m+x/wDkkTtUJco8vLAi75w5UOsLjnY0xZuXoMrMX7UeZFWlutj6FTrgzGAcNRMxOI7Y9TWxdCp0lMuHg0TvMxuAlTRo4GMHxMWXMG0HKuIsy2VewDFfrK50q98coyioJOuGfSMsvC+lbPYd3M8N3uI7fcYk0MfPRo+9NUugen9Blt3WBS6YEzwbLByFnCpaCo6+yh6Eanr6e+PIc+d031hTaiublEYWtIzQq5X2K9R0dA8JOcjH4cHmm0D1B5bdrU+dCqwLJE/xqc79n1DsS0Z0dIclgMauglqq4zXqFJxcjLFxde7MlR8WOfz4YHkZ6quH+Xdvdyrj+nHhp7YHI3HTW1jsf3GfunaDRaddZZbACIoBgvd0lf4A3uvwywJswdemKER63J343o2+EMXX0OzG5h8OLDLtuVnpZXAfVI84ILw6QjsKAqQanmxJlOUsvaUIVJLODiZoXE2eR/UUmrUVc7FKogHrhdhqw3uTHJOvCsrC8w85pMGc7tMlZqz+9XyBKCw3JfWXGEsklTHhRBkCAlJakiID8ywSJLVQnQjlpZ4YIZciaIyeOdd58ng+pwCyjhYd9ERYLrhSN28EHAWftM9kH1SDhnAtekR5rRMORo+dItyQY2zyuCZApvlUkTrb8hFGQxZGqLuQdG53qunLxyupiWsFhWc09CpFtRBnWKmdPhl7zYqkGGOVDD4by+9Cj+hqEjZ4MUZqqwuAgD6gjQnj4bzJMg2Q8JQPsxMT8kT0aNHo8M/yud1fndoqNgZM7D0NX5257sgB8zurmI9Bz8kIHTbGVRIUr6BC6FHss86QmHeVqedrkejC5YxRsnLJEJZG/pfR6EZ5XrK9tBQOFZsM1Ccj06Oxv/u4jfRbm+oDHaou1dVWHdM+Nre9+DnDvVRi/mHYlFXz6mEQ4U2QPjy7nuwFxqYZQs3NfBWYv+7/E+8GVbYj/NRaF21lfCcqUfVTQYPv9XjbBoZv68lHGpCbT9HgysY9Wj4pGhEinx2zbxtKvxleyHua91/XorAHboZnp/cx/atBtVRgxxZquEKpmFM9lfYuteWyeBQQdSnZHBka3IktGswXCiMVfgqh3M3eTQKT0+8GXG9iQIbFrLuMUVaZMT8xmaLQLXH3K6i8hJ53mMy3W/UTFBkcu9O7mkebYtS+BgRo11U2H794Oz1kjcxsJ/zfKhcoR3KkfqYfjzoqVE0vDPAe6n+hlpuuRv6MKAsAIjMqGWDL07fAzmgPkpCTyowVDbwE7P3YlXS/NlKFCxCnjWRVZ4lVm4R4tiZ4qDVEImhwl6kgnJg7qtlDceEqWmDUpCjMw0XQNOwIkKy/Ev8KYNbAzt12KolEVxRgDizPAnqVCpuh66VXJ+DMG5XVvgNkxStKUA6UGIzYc588KHncH2GhqF8c4rnEvuegCufp7nIY+RFvs7ybNYkrAO55Uxi57WydRd1KFrWguX9Yn0iyfsjQiTCGjCaK2K4nwwOxByRUvHjMMVnSBBrhMkUh89RSPJLgX22wdMyWqMmm6oh67Ja4X96ek+8GSGnSCCaud8vFQC8KlWdQ9SnULY4LhILYh5qpNWSxeMmrnxVLLsJtJvMk+YSnIWkooaFz9UfghxQHS7H536dkhT2c74WuRhXv8/rDNZWvw+ChVjC1++plE+B+C51X9XnLdjX/Tpfrtz//9em78NNk9LaqwUy1L4aAdDJhQnk2eDz0/dBM/FSTB+mUKZumJpnwicmdzHbWoGalDsVeRKlvgGB/3lTKMOr1so6tRy8uL7Xd0WSM0FBkXAoL/kVHcVeEe1i6kWm3BfvfsT4UIQejc1fTkPzHNaDY8KJn+BydYTpvQXsojRSrdiKUnS8RH3QFrzKsyis5LnIG4iPzd4jrdkj/QGmuY+odmrACxTPBU7nVEwGzwTl/HsA8BPAVCwhg4ajl3Jdsc80gMdEQ4/qKIRnkva5IdCtO4+vP1z+PeRRfBJJ3/uT9POk01OjaMAT/LFUSR07XEeTiLMX6Zmwa1YSYdUoYx9/0xfNArBnCRodd2iXsWV9WCcYdCkXrqJScQYT67rKi9oCQXlRoWuswFW/IxtY0LOvz2R+T8rGWjeVA4LQ0P1R2NdDMsx/ZXwvl2f05W+6JnKI5Y8yiYPaD6A5NslCTv2+dT1IHSKkNXvJzGJYRy/EZ2zMY81/xDXzmGo/DpLmgu0a8TpR4/o8CH2+dB5eoF6Gx7F3zvNcoON5fAQhajTOviOoXDTmI2P8D83PrlmALINaD7v0WBc9tmtPYY2XpOUsnHP9M0vFEEAMb1zLY5V1BOv+kJW8EN4Yw4JuNpbieY+Tz7IaoggTcqBVizyxoKij0DpQW0LAu+6LfRz7sXO2Ahl/WbPhOb8vVzTCZ1GfzBSleO9As9RZxz8QepT5YwKfnH7kue+FcT0p5/nH9H2jp0fRID63tLARtJwKQAPehTOpa+nMGE6xEUNyGdvzSBbn7Ev3lrwvFVIhLMhBRcRo2OKh2+7N69i8DSZob7AEN7K6AGcywG5BNjYAPQKwwKMxafnZd1vjbXQPrSHKUKeWvsZ+Oy+bGLjV1QCmayCWzxjPWUrJ0OtZi2f/iJQMASN94OD9qIdzQyQ8ZgNBOQgLS58SH0fpI1gfH6s1ak1DPSFtgEZDObLheSbcd27wUWOfDTpzvo9K25n0USc863s312EdDYXMlX+XhqHHPUdn6jpn7omBBta02fPaP0bq9jU/QzblO+epGD9EQ+cWqRElGgUpKIB9r9STTBvVn/k+PDOGLn5MP3a0pmT1jyllikHK0RiwvAZKkIfoCYEp3nj4Gfm16+EBM2i3/DJNNnMSqyr5ICnhM48ZL9vkwkpC0DCRBO2pXobBQlIhaVri2g3aLaC5NAtW6zR/99tt3G72insLzHGMzE9UpsprC6JzHAR5zD6tEZr0kvAe3RRwz1zqfUcdq/vaGHlFxhp4DgMRSUNiqoHfPXw29nOoX7nlL46NAfIhBMXYGMpzfzXHsZv0C4hldSY8E5pdgru0238gEOEs0+N8qTee5bXRuOTsfK9MgvKMzWxwguSXODbwMVsfMSGxSKSmuJBk3hzBTQluZ1LEolO23hq16g4kxGs+ixRDA/abLXiLWKAxFuUcIJOtv02oQPLhEEajfyt6zxpP4MYeKV1L4R1Fa2u2Zs/O95BXufQVfn3xwobP7fev8NBtOE8/qIrBEWGwQzFHJqz1xPOHa/XkbaQQn+FnuvhuEr/2XiqCK4qcyUJT8z4V54nuDfjOdeHrgblLUO6PJlTqm8zPGQ0JHZRTA19r2IYQL+FZRX+ReV+yc2qUcl4QABwAJNj3TeyEA16NwbBCRvIIqhygvCI/5yNcruTOGJvyPmJ479ndKt/ZkO50TjvOcD2e/sIYZDfFefB4lZDe834UFI0fhgdqHT1JfRmhp0fRIGQJxv3K2kTDqA950lcUUJO2ItcHBJJufDyQGFLWjexLROF96euITMSeQsJfQPRpBATVT6X/lhgTagM6U97XBN+aC3+GBE1DksETvGQP4QUiGJtMeGzZYHWRcfJMHWEAQXII3l7u4VsPbqDuzFkUkjNmP4b00npNBu/vlnWHhZ6zuZVbBSKg7z3xbGLCnibcux2Hw09tDz8gNBqRnpik01mfuKPomQ73jwqDB6j1MEvCb926iesoD7FYEZUBhXf1THEMsQBja0CTOlT3BW6f7uL+8RzbIYdBKwN31+DiKmNxcw5qU/9NB8VLHjQ+FV3SuP+U7CnTY4xHRS4gDNH6A39UIBmOrzdg1EioXfGKgDqFltDOCYtromhEpJ+wlp0zOOYqVWumTNnIBA5qGdQCH5zsRcQrq4m5gdSDmQtWm1q3++OV/R4jSWK42NieyD7PtMJBfH7InuZQdBQeMYSSdT0DZcx+mGtL2fsjxsJV+Cd3vhY2Xy4hlnkuhXIw8i7PnpcUNrqJRybPrzpLp41CdmaISc/NlMCgAK5gwV72MVtKyE3oK595WcdUwTrkU2XKd8xnAVJCsiM4Z1BVHqaSfTTJz6S8oz4NgAlFFfF8uhrYZBDQazvtSf+7KGzZO+Zyj+j7zAXsMLH9d6tnEUSJSmcDFTlcnrVIbXieIgliIL+vo8w4VtQ+ioVsFcRhbchuRxFL4cXo8VBSXhfO54areF6Dg0FSz+tW3qWfAlUV0MACoEU0mGyIMDUUNqiGr02raBN/BFk0E3WUlCdsjMLXoSLxOyhqzqdaYh/Tjx89NaFTXchUo5qDQtJS38Ip8lPY1BkKU45AJEIfF4LHufoVhMuFrwWGMMC8epDUKGgBsyBQY9BuGSl+FxL/9JDrWl5UMNWYeWs8auMkGbwoUNhJBueUYK3Fhxpn4a6ucPS8kUq0rVjcJqbFB6d7eO+tq4WwnSfO6RwloS7LEWENZaEIvRrHDSj0lMwR1rvEU3G/MK4RturZSFywl0PPXljh4WcGKgmH9xIVSz25s3eraDNMqVhel/KK76Zl2CWwfFM8C934XQq1ICIMK0whuJKHII/VFXwlgsWHhzvYf/tCUReF9ZDM1sTqRouDFzKbwibcfGwdh/fkWMICIqRjrIEiHo2YDE7nOOSiVdeEei4chQqdYzswPniGcQxqDVa7wMk1Az8JyfFA9FA4Z3Dia/iAGlRTCdLQekVYk5oxtw934SfiSayNF2S5Yo4ARKv1+lEOfh3GyxwKXeqgwpoaVWD0kNetlF+bKacAwF5gpOEowUhDeVenTg3lz+SAOpX21lEzxW9895NlH4aGFaz0YBHKPAb2ULj/TG6pPIHXLKSzQj06CmHxVSY85+E0BQQ3W7ATL29UHkLRyyrb98ormCnyBbZSt6IyqWZL7h33oY6GCfzWtVagTiuPic3gczO2GhGOsvFZw6mKuE4Lq8FKoYDD84kTqEJYv+cN61F40twLH+e4817VEOE9oWUrCde2NEL4jFcim+cuilbZaPgcRowDLhhQbBmqtNbDzan/BCSUrxwiPEM5Ez5ssOjU0WgV3tZxKJBKaLeAad1i2yzDWqCNeMWQNzCvm3EWjQOTDL/knrGl2x1tU2WoMVLZIV+a3Udmxo8ognlKoVNn5PB9TD+a9BQpGghF4ACte0FAtLrG/ZBtulSwD2KpCAePA6WDOhda1FqlDAqKF93f4DFEIygEJ34igrzjIMiFA6hlmBWBVoR2RrFC8oScMNAh3pEhAQFy/ZRazKhNSCiGQ5hMFznFRFQTcoTGG1y+eojj510Q5iQZfGIcbh/tYuf1qje8IbzuXPiXsVNCpFHo1SEes0Y4SB9kULhIsdOxX5zehdbRYE+4tHeCk0+vBudvlOlmglhX0OweaCIUUAib8qhOgL3XwxoJhQxTwSQEIRdR2YtW5rD+0BjwpI5r7ujhFnbfsNJWqE4v1vA0aR6Eazcf4viFfv9tQMI5S06TOUb/1FCLlEOEdNS1ofuBM2VxiJLwxendRCU0C00JXrRaxxD0UGaAtQ8NodllnF4jcM0jHo0JuJLwChl/guPRmiPUetgVcHCwJQU5K6lpYDoeRHn/JkILS+jKyJ4cm1YGOAizURAgioJOgYanQmF+/xrDBrEqu1ZAHBzDOIJBQu5RgT8OK37mYZXPhX6cNBPMvzUd11M5IUzFsE9OVuxkjOl2dDzcBlF4Hxtj+sIheUFGZ2XkOaok5N45IAnAWvRSayEYraOReYV0rqMXNAjKxiSEuJzE+4MEb+sA74QvVrXDlm1QB8t3Pj8+9DO+B1LI87JgnzwjXKvuMuLonYtGiZF5OdMeEXh2ql+BYk1JGxwFSu8JS1eJkmNMLGCn1LCF0X4aSM2fgX7l3msPwoorOa9a8WhUxsd7o+KdDSaicXHqn86XQDAPhEgyApQ3AEcSgZApGh4UFUbTANQC7RZja9JgbpZgy1kdjU4dk7HFygpPnr2I7jsJezy2E1nI+pe3Ec/P2tTzjgJvOvP+rM99GYPiGs69nj9SHg1+gn5+BOgpUjQ4Wr4VnpSMR15wrRtzCyiUYNjswdrcsI3XaRiLwryOzujQgojhMhL/bFqIRyNYASl4NOyCYJqgaATYw1QsSgWS7DmZ0AZI32amwSyruSAWObVsUewOoNWkRVlpncVnL9/F7OZxUIQQLHQO+0czXHqtjWPWcABlunmxr16oTmDOYkUOilFhsaJoxMzDFHIqoRfzegcDYUFAxGEnL4zt2d0DvPypW+X3+W2BiQsMb/Z59M6EA5PEAdOFuywKMTYO1YJx6Tui2OQeDVFGVTmU8ImWk6clHmjBo8FWcPPNfo0Lb7bi0bCMKhSz6wqkr1x7F81zSaGiTBDoUqEs5UrV0FwyAOeKitOGOHjPXKquO3D4jR+uad4cMsHUQEKyOtZ+6UwQ1BpCu+OxuObBdQpVoVCPxrcGh34rrH/fExQlBEMUDbNi8P4EfgJwLd6RwsMEFXg2tFIOkB60jGA5DxtJreHDQhZFRaA7h/pnF7u+DYqGCR4NDQ+JIZSkxfnyjkGgbDPh8bSpceWbbexz2bHsv4ye0pg6mfOETiv5eMbuL0Kk0v1DKDbnSWplJCu9MkIKAtEqzJ+ETsmPMRkPDo8WY4aB92pMUKWkrECfjFjJoyGKBsG34hGZ1i0mpsWE+gVVlV/kXuPEy/MpVI8GklBCSSlW40FhPOlQ1wqevLwUFYiUsJEUUyB5ofXsFIXawCArSBl+GIihUwJhSzGEsChAORCeJR54KV5Yk0NlU+jUWoqKkq730tMTdWZOYT56Xi9iqDOn/DnvQa0qGgS3xZhVLfbMIoROab0j9OGFzyLPpRB+Dg+HXt6jIb6V/5nNdawblM1rD154A9Lruh6xQqH/mH7s6KlSNGSTUGS2FAQFdfcacGG0LWKNgxDYwxVX4VYZVBYa1OtD97NwmJInrHwVBCJhIOrRoGAhMS3gJsJ8tcp2l0l45fJZQhoQhD9ysdhZL0cj668kpeaKFeFzO7fx0tV7oX8yvpo8mtMa228coJtMrwmOAKLlqXvQ6nWqlOSWjWJ+x6hgiCa+Q2DYVZ4K9oUfJjw/f4ifv/6dgbYTU+95csM7V28SZ2uguCzerxZFD7tkzN64kwlbnetD31QIyQvZqSDCtY1W0uqYsP3WUVQch/KEHBN+/+6buHL1MOu/FhsrIXSjcXNA2SjnJx2+3PGeGRKhfKI1W2ikjSFSwXtoHZCGZJk4hnQfh7oCAG954OIKqL0UVYzfA+wkRJGzImp5SF5UnloJnbJHBr4CuAo1PIiLuc0FkjOhSIfGGv8vilUCAEAU2DbFuR97T9HL4GVceT0F/RkqxKdVwHPr8bK12P72Ghx9LsNM9PlKutbOJWBFHlxadjeNTy8oG1ve51FeHYwhIgBRETplco9wNp5cMFcFmYC+9zDMFTOCohF4divzV1fCr+sojOcAD6bsNyHu56j8QoU3WwjTSgWUO/XfyVnLLoF+yK9oaKPUnzQRiN41XR8yjyVohYTOAJJ0T4Uxpkf5nIdK6eRkjdXWIedzg2iHeZ4DpzkpQqdyCoqG5NMQlr4MnfJswPoetTji1GOrakJuJMcinBsZXIpnl/0fqvdSTE33600esm4/5bcrSMuAmEP5/l/zWO78R9eGKq8f048fPTWKhkh7Jm6Qs5BWlPJk7mjNCTdwZkW3AxZGILOSdYmz3ww0Gh+eCeEqIJkQmsIVwCYJierO7D03c1frWGtqe1aUIXjGFPqQkqafrR/ixe0H0V1PJB4NrAzMhw/68zVCZWXwzDKWz4dSxtA2tRYXykbmqYljy140M3CxOsGXtt5Z0+D4V7lwliyC2QtEaVEkx7AN4D64Hccl96gyEZROIFpElVTpi8mouuYWBHPnYVGAcWj6Pzm5gxs7h+ODeVRiIEdiAaRftXEJWWbdGTf2XlkLPyZhiON7HbBU+hR6QhOHyVYjHrtciWIAIeFQwhfKvB/K9iOxKC12hSAccELSepykeQysIYtR0yvmzabJjZ2NwnJnjXdzmbRt4hQ2KPfp74CoVXyWNZALdM6A3/3gTCG08CR0eGYqcBn+3GBvbwKBfSYNja1DMZyj+CzrO3P0GGqeQ660qLCcQ9Qykke2/zwq8lnUoMUsoVCVceV7yYczoDiM5bGp0hSXDNBDqHok6vLuIcNCRNSiaECI9Zw667yo+TF0rnUeW5D3AFPM+xm8Zt14h24YMmioAhq9HOHxauDLDS+VR0WdkDZa/656w+qGIZ/10jbRKc7IIx3yBBrqLKC1DWTdGdnfXUVPjrgfDXjbKAc9QT9POj09isYYbTgDoy/zozLrTUhl0cf4rHW8JrfKeZa414lp+9Y/JnDTPL5OBToPmsV5kX5yYas2Drtmca77Bzqw+bXM4FUInTrjNs9meB7yUB0P8Gpg/jsvd0YNZnb4PT0OIW7IunwWxHB57Zp32FGM3ZCwnyUokuGUDNqlcJgBmymvmuC+Xlk6Q5l60igf9jn7zUzwy+WmF5+v8Uelx/SYEor8fM8ZE9zO5c3rPFf3/ibc7XGeC99vGiu+eO7aDQMGKDUEduksD8Dmz0yKVeSbedOGJPIhU5YeCYlOb39CBMgfpfX1MT2Z9PTA2+YUDYdpJ58bHrpzfS/84CwvifwnavQtG7gpxcReI1wzWkhCjAM05Ok8BdEMMRZc4632wqBgnLvz4xA4fTQkjA7F8o/S2SbQ3vOLfp1FZwl73YYYEUJY7sfa+zeB1xxTjjwI7Qxw81qsD1WdxcKHa0aqpHaFH/IEH0KnCBDLag5XvKlLPnz30M3xQXPpzLGNjcvXAC7sbHT9OuUxn1/izjLIDu3WG7zZZNeShDqay5di6BkHBBOte6FtirWYcOynMXnbUAi61zGxQFK67UkMicjDDLtV3PMQizjdG1jOH4U2UYyGIKSBYDmvPNodGdeHq90wNkJ30+Xr5rsNZWNNMKMb78uPKihl1uO8H9KHEEqV9eWxh3dzSlwdowQRPj5Y9XiXoaq5dzXzNHVCzd5qd6TKeHSqDE9+gSSVUZd3ny9s7exL5PzKvFUDZ6tcd3Z7g0aPNf2NeS5sRMBvgdvNBSzbSrZluPeddg9+NYwueCaFsbkpwNtbwTNEsQ5TO806eGEXvs7GEHjyO80VUFPmr5w1tnyu2t3pIwgoWAsUMXj9wPvprZdzFj0Ghgv1xudl60I8Wk+IdvUxPVZ6ahQNIhSJTBV5xDoa4TPbC31JMGx58lUKZUjhOmP426P9ydqkgMaxvEggRzAzlxLpQtgU+YDCERKxLUSQcjTcbtzEwW2/387xzw++nMXRDidNx0NVk6ZD8nvrEyIEBcErxFGtGSTi3HZDhMRdqocEn6mLDClWvXAEyvrWoSgwhHHBa1x8yu9YZ32KdTQ6z8uTgbtzySzMs7nAWF6ZCoLY9lZMEi3d8umHA968IqOwT+vAzStwxaisw8oCqCQ53FjJ0WAzXlSuO3dvr67iNx584pEODwBodx1WL1wqwjK0bQsf91vvsBr0NqQ1oAn4Xe9F6y3+X4dflTkJbczqFqtPXwcYMI7ATkJXjOVyzXkGHOGD1UX4mjG1sva7a2V1gbG4vhXgnQNvsLmSIddHBCWb8PpTEbQ0D4q8NSbgxVAMUBnaF/ZO79VQf8sNvm89sD1JAu68xekzU9gF8M2Hz8rerpAhZmUWeAKWropzPRijvSkN7esuTxiiDImuVDSQzfM6KfR83Ry7X/ZhdgZA5kmOkxS+CnTGk6F6jSmJEXVKww8z9kOhvX+2/xWYDjBeb510qWs4WRdmpUnPWR89E2y3yzmSnfImRcrTrREhaccnP4eGH6K4ZbMxrONOnk0A3HCwS+Cbh89i/2iGPUWdIo+vH30O5nAzUSeGW3aQ+5o9xuLZnZj7eOomWO0xFpcMEMKYT1+6LHw9U4onxuE/Hn0a1QnJvJCGKm4aOkU4fm6GyZEbNAQWE5mFcp9Hx1gX7qwPIyC+iH6odpZjqfGCGZQysnv1eSWUNCKk+ZPixVlLGyjNP1B6kvoyQk9N6BQZBowNMbYhkc94sMJTmr7QEVGDAjRkPPQAETKVmZkEpzrqLuf0Kx6cGs/pgJN2gsU1xukNxtZ8JYm9LMnhivbEFQRdKEAZWvLjQmJ+5pHHndUu/tn3vpBQp9APb9ECcy2n5Lq2NVj6GktfxTYjPJ+BQAZbxITRjSl71mAyeKz3kZhVIchH5ZAjg9VrowCQUUyMDFjn3JLUFwCymP2OFU7nJIvRLpgMsQjTNiTP5omhnNZPc7XB0U0Ls2LQzg78hOIzS3jXYNFnEQ4dKOTKhDXQEFYXKviJCNi+YmBSw1cUUXCQo04Nhl6l+fzdw2fxjXdubvS6SiQjeXfVxRUefnpazInOf15HIx6uYb5GiaVtRqia3BnCwlX4n7/3lTgOANierHDvJ2YhCRNAS1IjpXKYmSa2Sw6glcFbJ1fgJ4xJKKSV4G1DccqrLQ6ft6FmjAjjZFNNAyAXrBi+MvL+jU8WZQL4DMUV2dgKy6xMYsFDYjvZ5xF8QsPGsuvV6p1qQVjMd5Y4eNGiPmG8+f7VqGgouESdJwUTo2WDf/LWVyVPS7ciAaTv79F00zOVAy54I0eDgEo3rPt0rJnzHLpxnsI7yBSK3BgiEKPUQ4ZQyNocIcwggXRIQjPDUOkRk+cFT5M3gHcwbQLw4JBrUJPD//vtn0B9uma8ocEepHdnKvLwxrXexcGEkP5nninlRQXMBR8NKCk5PXaE07pMHUEcl0J6y/Vp/s5aZ8rXadmiPmL8zq1n0TycBZQnyaH5Fx98HpP7JnalbCDtwyQU98+O1dUWB5+cRBjd43aC5kqLxfV03f3P12jnKVGfDGNqW/y7D17CZD/VBdGzgnVTdSnPBQFh/yWD08sVYi5DzG9It9hs75J6HyNvOMem6CowoX9Roe7Uwene26ujgTWhsYEv67gUofFjenLob/2tv4U/+Af/IObzOS5evPjI7Tw1ioYxXAivNXn5zJYJ3bqZ9PCJbtkCWScoFRkCSUT82dQ6zIi43Mq4Vs80WN1scHn7RNpzLqBOBXjOCqDKY2LaDN62327OqAgiSNxa7OL02xfFghXgPYtwkEAehMZbCCa4FJA68RNRPrSCbTgEYQQyWA6E0iIWaUjxCgK14yDsq5dhwLIi1uLcijlwmUlC0pgcE2uihHEhKFByP7LTJt4Q78t/F5StgSoUUSwFPmGe157dx/FzgF168O5cajNodepkOi0EDUmGNrHYn2kEfWxxwcBNBDbRVwBPa/haCnzNTBMU6RKffsh1bYjx2oNrmH5nqxx3PtbubZ21/eyVfey/jFgQDGGL1eTCQboBxGR3SoOy4TkU7ANiiMyirXH4zSvSr7BnL8+O8fBLAttqgqLBnjCZtMHDIyE2pgXskvD24SX4LcZWLWgwedE+z4SLzxzi6BOAbSQh3NcMUwmSloWPvAAQQwPXJlaKrrM1Gg/iDkRsEc6lcxyUgV7NnUwpLL0KWeL/mDAWoTgJK29xc+8AR59ymBwyJm+Jd40rgAMsskUSEskwFq7G0e9cFgNL6IdAXCZAjdi3jsVcrPSq6AyEHo0pwbEBgLP+L30GexlgjrvjLsMMO/2h8nfRlezSiHqjvDOgDEbYTW03zH8Xya8Mn03zKQVT2w4SkwjWDBQQ0eQoJoPXxuH4dy+hPs4QndKAs2chrc/OOF1H8FOKvGpg/bDewzQYIuvZYAUDeIq1lQwYvjahcnoqlhnnOLzLvDJ4H7Y3C53JzurCA5P1l4Mg3rAFrRpMDhjLt3dQ37fwFYW14vH+69ew9WH/rByclyBQF7WImLB34wiHnwrALC3hqJ1i78YRFs82UM/JwRcbrHZM5A9kGBPT4t7rlzG9x7GqfGUG4NfjuZO/CHn2yWdWOL1GZZjaUIiRnoEIe3MDRS3yejX2DVHkZWn/D80lcWZEDeszKpzZ+o11TAKPEI+GGnXPYyn4mL7ftFqt8Iu/+Iv4s3/2z36kdp4aRUOscSZ6NCqjGOgUUUS6QreETnUK+wDRcinKBkJBpgB9OIi8kf0OljMKCoFWhD1taly9cYCbN+/j+vwwejRMI5ZaYsBPROiZGocJpDBRzkw0xlUUgtKCdW+xjUu/i2y8CCFYmVeEBf2qZSNVhFvAB0jQpauitYGQWTisPZOZaR+K+eBkxeIQJlGcaRns8Lo2U3gKokCUQxrmlqGGLah1Mp9tEGCgitcAMkz4M+YQRIE6WXX0YLWhiKKGk+l1rTd45dq7WN5sYJYObncGN0mFHuN4M+GGfcjZQUAKCtZ6uyKs9gg8ZWxVDbhm8KQSRcN6TE0Tw3mUsfe8VvHw9rh3fwcXf+9s9Jkhy7xnwucufojpZw5EGI1ygAphrZjZOu8lDbjTYGFF1vAMFOt46Swuf4OL0KlLk1O8/IV34xxRY+CZMA0eCwDRK2hWwJ2DHfDUCeykaZJFOjzzy9ffh3thId6nFuAaMNZhmgmKlAm9PhOspBAZozhUz/LgAKl6dsaOmSiuRl3Luce0C6s6KESHEMGVr/DizgNc/MRDTA4ddt8CjGP4KvQ9gw1W4XjlLK7+dlB+g/KxNkcj6svj47WdPg+GOEZm5qLi3frSo5EbWDYJEzyTlBdpcbvMc6mVwfNwEADRMFUZ16t5okKeWrCLsMpsPQjvI7ALCmyooaToSTU5XP4moz4qzbxdxS0aygbnM1jYdc3qtZmi2j2vilA1oJQSAi9VIwg5Eb4BSDHYUIg0Gu5ieHDa17HNTGBV40rBrgjg7IMhiHTHcj6haTE98Nh5x2B2TwrbauTC7ncttj/sGtSMPhjp1ZRIdfl8fPHaLbhPLmLl79O2xhev3cKlZw/ida987i002xTPMrKMLdtg9w2DrftSRFDflQrfgxEQIT9MBfcvfvo9LK+kNZlQ0MI1SHtDlYJH3RbqbQPSGax9JsOSEzjWNkudMfl/4JU0jMgZEcaU54d9ZtonX9GI7/cJ+vl+0d/4G38Df+Ev/AV8+ctf/kjtPDWKhsmK88GI9VFDOXJloRtP2/iAod7JI1AlQ5lqTe3gBhxycw6FTi3bCp+9dAdfuvwBnpkdigCk9QFC6JSvZBxaEM2AC0YgHUPa5KxMjXGwmOLit49imFOqVpsL5JRc2E6sxOwMlr4S5SNHbCIXwtHMsJchoxT65JMljtPhkkOkFp4DSvd34+l7jDRj2GOHhY7LOITqrpIgmNz9w/flv7uUijD14241dOqndr+HS9cPYVYObl6LJ8JyEToFIK4xDWHTUI64Blqg3Qa49pjZRtqpLbjSysCpMvigANb97GGNvd8bgb3dICnvC9sf4Gdufq/H7GpyCV6YVDjULpRWtiEFNAozKNttncWlbx5APRoAcHlyjF989r8Ez4/8sCdMqjZ5K3QfrQiLowlo4jGt2gj5rOTZ4Gt7b+OF6w8klMVJXlRV+WiYiOAMkHH5WowXNoe/7azDMc9OnDcmdAuj9TwglD4vqtBnbRe8S0NCgrD8ia17+Oln3kZ17LD7biN7O6tOb5BABYgYjbe4+I0HUjwt6dXZi+yPp0fZuyw+zvaq1jcq54XS/IQck3zSbIRO3lyaitM7cioXfMfnSi/Foq15jgaAWIcm58H6XlKx0pS/U/AlRqqHkdXRSF5zUTQufvsI9rQdnO88Gb6sAbF+LvKCfYMC4ND8DECFU+BNMXRKFQ2MhGcNebc6bUblu1CqR8IQQ3sNW/Byhfqwxfb7HtMHHMIC5X3sfc9hdme12ZoFBq/76t67+PQzd2Ko2GlT46t77+LlK6muzP/wzH9CuwXkbGBqWuy94zB90EQjn9bBWtuFoAB5JvzR67+D5oKPS7dXWBZIMMiqFFA6m4H1W4WZAiDBCM9XPhQUU/VI9nm31uBCcX5Y1Ygyikp9WPPMFGSttdPyMa2hg4OD4me5KULgD4CeGkWDgHgoUxAqiXhteAdnB55aGYBs42TJV8WDNmVombWndQafnN/DS1t3sVedJou8E68HGKLUaKExZAfL0HizLhlirNoK1Tt3emFOQxRreDCDg0uz9Ym5GWUylHHUoeGNKCB6ayzYx34tk1tHJmCy60E4mHjJeVJnmvNYPGqAC6ugAWRKRrePkfkiIYFlTTHkGS9PbuH6zhHIebipibk9peaaK4qqGIlyB4/o+XIzjnk6MAyu5DBRRSMKcWPzlsln1YmBeX9NAbbOffnAPBOen9zDT+6+kxQEJAFDioeds2CfNj8keEP2CH3vgzQOAHO7ws/Pvyvr1UEKSjJQx5wJKhR6LCxsCD+MewiIlsGXJh/iU3v3UgE1w6KU59ZOfW2EGIpoVMjsKlEDa2uoMFUMlVu3NbvekQ2FfecNrtcH+NL2+zBLh+mHJ6H6cmgWDBv6qe/LM4Hfejd5NMKePy+SzbkoH3vhVbDFnJ8H/vo8z3UDAtwY6pTyGdN55/IdUBRdHHmeJIOH9ekUXVDWv4a1mu/dhlm2oeHsGXk/o2I7XEcnXjs2bSNKzNg0F0YQJ8qgDZ5B9UIXBpSMPyh1jSGe0Z/nDZZaNCB5B7toMbvXoD7hAi1u6/YS1cEAjPnavZY/w+Az09v47N6dqFi13uBT0w/xifl9AOI5/rmt9+Hr7FgMPHnr9hLV0SrOj57fXd44lAzt2eCnt94Az13BZ4H+Md4zOj4O6hg85DmdF9MNd8r7WNynl1Pveg2D+35a53/c6YUXXsCFCxfiz6/8yq/8sLsU6alBnRoiGjgkImWHQZe6CXOEx3P4TU2LuVnhxExKC04QzBlrrDtnkPcEXoiGy2sO617iM9aHQ2yckzLWL06Wwh8U5dYifZcRIv0Rh7OOuUsdixYLj2gRGhUI1DKUX5B5qIqq7pQsp+ueP5TgaUWyBj6C1WNGDXbtae/z8xSkiuTTGNcRn5bPq8nhYlZHI1oTu/tEbQO+hL7t0rZZYss2sT/Jet2//lHXStnIR7x/w/03oRYT20peWJPFQGKYFzAT/MnJR+/fR6BCQP1+9WNNu8W0nPX8sYWbfT4U+nNWM7xYSN7WI661MQ/FOiPVuWta6HPOMnJ8n0lCJEVpy8msHKjV2M5Ha3tmVtiyCf7LMwlfD+GqALBDNbrTbSnsN7f5Ao5Gt9DwLjVFmO1GbXwfjAKbKDC9/ExgPcJWdvZvAiP/RNCA4vxDpdCXd955B3t7e/Hj6XQ6ePlf+St/BX/7b//ttU1+61vfwuc///nH1sWnS9EYc/shE0xGFY90/VvNVZiW0FttG+xrbabdIvDOHJrg5UKYjQMleNDOc/P233MXcH+xffYDw7gU3jen7hxERMyOJ0etrSogDyaoPgJ1KwiX/S4bP/ETvNZcLT4fU7jWVeLNPRon7QT33E5MBt9IWewooBGqdoT0uiKONhCtGQMQFATfEbjy9RveqVjUQ6hObkUPv261F3Fvk7VyFv2Ai9O5qHhlH4bwx95y4bOVlO5ND90cby+vdJ55xmHHKadKwhkpWvzeaC4DzUBu0Vlzdo5DK4aToNN+oZeq1gxQ8Bo6DvCRnqM1WfvpmfCdJsFnku7xLPG7oGwPPopQ2qPMIqo1P3DpQhxwm3seg/cIBt+3MIuuNzMaI7LwWWbC3XYPHywuJGV0ZAHmOWO97yoPc+VyaDTrA2koL220PDbiXWf08zyk4Ttq4X/Qznse7N6Yedhwt5Y2uNwQA5cvZuFx1N8Tjyp0hyE4NlnIM8F5woJr4RdWzpvvtj7mq2g3emOJnrAzFu+AoXPwtYXPbGy/b3tYl1PR/4wG93TkN2aYP+YeMD8B/J6AjMS+DPVhQJFvdn5ElI0nkPb29gpFY4z+0l/6S/jTf/pPr73mpZdeeky9EnpqFA1lrnpQW3hYE5LBR+QnrYMQ5TeWdv75wy+iOhLoQoEvzBSDDbDdPRssrwCLZ3ei0Ou95EJ4NpiZJkFz5kSICFe/cfwS3r93ATc3sCBZjdnMGHCRN5FRDNkJiFhwEiPtQUViqw2hZ91E7HUUk13DQe6DVyGPiQZSO3I4yPx+uNrF/3r6SpwHpRzZhzE+/Zr3AOdgHGBawv3FHL+3eFZyX2Lcckf5Cv1maSQqX423IArJwJQhieTPDwrkCjbAQYaY/SwWPuugDI0RIQxdRPrKwioIIMuYmhZsGX6S4FVrapO3JLPE/5fjT+K9uxfx3NiLySatCFk6Qx6JVbbHPFIRZhfRi7AOvTAP8fBsYo4G5etiIBzL6WIKa0jhQaUtRvFaWRqtyOP3Fs/g1+98Mo0njL2L1KPvSUPvTMPYP5rBtICvE+LQv9j/IqpDG8dcKzoSUn9jiFV3LpmGoUXX0DoZfyih2UFAHmAlWVZzzADgH+//lAhJQ4YYypSPM+hxCLFm3uL001dC+Bph4epQrBJgrRejIaCPSfFVXafrxeDs/0oU1tg3jp7Dd+5fh7EUEo+FhxRK2pr+eSbMZg0Wn70REHg6zzwn5aAB60InC+pIpR5G5iL8SB4gxVAw7XdEDXKChvfa4fWIqqRzsRF1+iNzUN6bh6nlp5VCj9fkcPLyFUzvLYX/GeWxCfKXBtoboiFPrOSLJUWdHNA4i/vtjuSHzBwq4/A/738NdoEihKkmB7aq4Mt4BQo7M2qOvCsK52MDA/bhgAuFZvP9Lf2mAEYjzyWZsPPtj+I4SoaxaFwkDCpx+f3OGzS7jJMXxLClICk9np3lrup+atji+MYjFlb8mDama9eu4dq1az/QZz416qMxHrDC/MlIjLs14dA1I1ansPhFuBRhryKPf/PmZzHZTwKjCcldGoMpPyOWi2DVOX1OcLk16bRtDY7dFA6EqWkwN8vo+owyU9jwlfH4tTufgX93vtZSE/NRkKApk5A7IBRwVtvCCToTHOHU1WJpDMmjNofz1aTMrhVlTPiM6EJiOXFenjV2uuqY3z25iP/vay8XSZ09gW2E+Wkl14YtuG0FLnYF3D3cxqv7z8NP0ppgHVOv2xQFfvJhjoilJkbFAXK4jX0OQ43Jiq03YqLXg5AGxhAP+ACrCSvrrvVR0YARK+jUtkDt0c4sfM2YWCcM3Uj/84KAX//w0+C3M4ujenwIGCrA5juHvSiqw+9nzANQCD3IvEy5RWzMyhXWoAPFei5RCa2rVL8mjM8D4b0kq1qu/FN8b3KxIq594+FNfO+N62luoYJWFqvfFbCdh10CzYMZ7JLQzhS5yeGfv/15TB4GRUiFLWsyFLDufku/U8hif0pMkEJTmFwW+jKuWSel2Fmc+ClO/ATUOHBlJHE31OUBgH/02iswDWKNHUMMMslb18PmR8ebkQkS3S4NeRe7pDzBM2Fnd4H7PzFJ0N/NRDyrFYBaYZwpoZrhfBb9NIDyz2QI4aI/6QzwQfGXz1+9/Rzuvn1R0IRMqmXRhRbVz4fgbS9vn+Dul6eZ4Ehx0xitk9TZYmu9bhsIlkWOQEaqQDBTsee668xzEHY9YBqGXQC/d+daALmA5JCRK0JmHkX/XOsdCd1rvRjm7nylFi+dofA+hKcLQIYqSo+glXIab+ttPK+bpsIHzUUsfYV6u8HcrPCP3/wq6iNlVDJl+vxUzDCTNYYEdi4NS2IkCMbO8JkHReMcQfpXg6LhwKpsQ6Yn4AOlYSga4BSMgNH3aBjNz0Iy9BRdZmhoausN2qsNHn66AhMwsa4wgBUsI5OrwAIFf/yJJz8bXJWjJ+nn+0Vvv/02Xn31Vbz99ttwzuHVV1/Fq6++iqOjo3O18/QoGrpJDIEMY2YaWGJ4qwX7xCKc86JUsA8wrUAQWuNhvrWD2X2fCvAYzhJxz7YiOCbcePE+Dj8FKKyhay0OmhkaX2HXLLBtlgB1kqOIYa0kmL3xzjXsvjliXejAMKoVlaxJBfuCIKb1DpKXIdS2aF0oEmewcDVaH+7VNiFwd13Gc+aBnzEl5w1aNmDn0qZRa2os9iZtvn90AfPfTjUfCHpg+mjJycdbPjOMiy3QtlKTYkk43Z/h23duwE2AqnJJeUrTHRmxHL4+WJWEoYIgULWVMlRXxtKywNQ2XIkHJHo05OBTJRBAGSIVD5hKPEsuodIwBMp2y6xAtYebGfgamFatCGCWY7VqVSbf+d5V7L1xxmuhpBhFpUr7kxZTcXBpOE4v5IN8TNJH53CRZw1skHDAgrUf4kmTZFPE3ApUVSgMViLEUXZg9WSS4vAmGCMQ0W/cuYK97ySn7rpaDNFg4D3skjG5a2EXQDsTS/vEOKx+9wK27iTIbPVoJAWvL3TrEFSYKb/sT1MvdG5dwj3LvLXeYOFrnLgpsGrA1sDVIpCRDcrYb+7BNFzU2FHoalX2lYf2p1aFqywvRr1ZZxAXcy5/v3DxIQ6+tIpQoserSfBoEMxUYIs5oqutb3+TXKFCuMqUv7T/FYoz8S7PhIfv7WH39SoaYCoSZZ8Q9lOGSpgjkGn7ngk3d/Zx8JVVD3UK0PVjRvdRGkAO0IG+pqdDWnM/kNag88FyD2mXO8YkZjGCkCOYlUN1wlh8sA1fkdR6UkOe8oDYgTPy/Ub6NYxghaisTU2D5qtHMkeWomeFDPf7r3PVqXm0jlTZFH4kCIDNqsK7p5dw6mrs7pxibldY/dYlTA6TAmFMgByvSEA7ggJUBf4ofGFgDWfFW10wVAnypYzZcYLH1/Vak4lohrWRaA0xrKpxYtiTquPLq3tnzcaxVCYo0Hl9k4yXqWLaeoPL1w5w+FlRLmrrMKM2GsCUFGFMzxgOfGr30w83eykf0w+EfumXfgmvvPIK/vpf/+s4OjrCK6+8gldeeQW/8Ru/ca52nhpFI8c2j8WWrMusACWSEoXNJto+xJrFsuEufdtjdt9FgSKHCxylrACcZ4P/5sYbaF9cxAPGO8JJW6Nhi5lpsE2rZD0M+5mNWJdrcpi+M8GFt/TALQ+zLuVWNhVKxhJiW7Yi8DgXCsUBCyexqD56NKQAFQHgoKipYLsxhflVj8YIeiEg3cXDoy1c/a0+RGGvKFqgrqfAsRQiZOdhVgy7Asx+heMPt+EnSYErhDfkigagMKnkCK23IOKgaGR1FJD6weGZK7ZhnAFSMntn3QRRZbyeCatQwEgFLmKZ/6qSug628nBTgq8ZtXGYUSOWO7WCBsFv9m6NC6+nREYVINauV5+fNtJWiRJjsq9GlEtFliGtDJ4EjyF5I26/aEk2hQJhCKAqeTSUHCfY2STnZnObWQilCzJfy7tbuPwtrR4uDTpQWUcgsxv4oGxWS8bsHsEuADcjoBKPxsXvAFv3PBQdTgoGpsO+O9ZIYbyx5sEaBDYNA1FYVZ3nNBcaS54URecNTvxEPBqrBlzb6NFQxfjaqw1sA+FnRurCUPH+ED0a62TFGKaZ9XloHAV1gCde2rmLn3r5LbEet8DJqgY84Gqp+D43q+Ql6k1monMJtXp9Pv9h7pxu2E5Rza33Klx4w4X1yFGAjbDpmaBchNfGZUn4xPw+fvbzrweLdVK0AZQ1jnSoI2NVoe+sIcezInjEcsUHEI8eA3GcJl6H4r2JEQSiaJwCWx9YEXQrBtmyllHe/sbUOUwM+bJmEmSeWraYUYv//nOvxu+8RVA0cKbyNUoaCc0Jarz1VrzLDvCNwZ3lDk5djWvbx5iaBle/4TA5cNGwoGHOPjPwgYRXTDpF7OKwRegoDE4LrjNFI3g0Mp7mmVCTFUXGDng0xogT6Ah7jl61XPnPDSQUSgT0DBveR/7bOIPPXb6DFz51ByBgalspZGpS6Fih1LOuNcLS1/iF575zvvf0MX1f6Vd/9VfBzL2fn/u5nztXO0+NomGQ5WMEiFhDwfo7FlMaNiJ5ivCDBoy9148x2Q9wdUCMxQxm9si8B62XgTH8zO7rePbafmyXnXgOPATNYm6W3a5klgmP2R3C1ruHZ1pliLLDP0uk1dsKRAjWHA0pIiUxuISVkxwDZdZ6iMQQAaDoxyiiFZtCAOLgPWHn+8JVp93VaY35796Kc6FCuioaytzHFK4yR0MUqOqEUO3LAWn18B0gh76VXxNUteiZ1Dbp53ioACnwwCn8Raqq63wFRh2tqRS8aZWEW8WQDYANh+J8LWzloqIzMclF3RUMtj5kzN7ZH14rA6hFBaxzlzqX+4FrCzCDcM9Gni4gHj5FHLgqCcSAtWXcMCB5HwoBHRSVoZoSeTsVOdT7Fltv3O91JU/A7B3U3sM0jMk+w64YbiLvpCaPvTcXmD5ssrA4X8S2d+ehG2e9EXUV1DEBKqwX8oALENVLX4lHw1C0rpKR8W5/8xbIcRSQolcR5X4bRbLpGho68KVKa8NXwnt/YXYf/9213w7eXkLbSugSW6CuXaz4zpkC9yhIfEBat2UdjZxXo6wNkHRXbN1lbL9zDG8pGZwy2HTZh2Nni/y6UR/gT1z7zdg2Zd8Vl2tOygBp17vhigV1PEzrkICU1xXt54UGkUKnyHnYFWP6gMEWyaOhXs1OR4dQidZ6WsbmT/vChJpa/A+X/lOMKIhrOxoAk3HjXLpntjZcZvgwDuDG4GA5Q+stLk9PMKMWu9/eR32SeHAhF1gqDJNrDT0dI0GsL5LziszrAQAVbIiw4J73YcgI2LFv9T/PrHwclCMNnRrznoIl1/SzOx/iZ6+/CSYxzNajShUXPNCD8PO7vzsyKU8Q8RP484TTU6NoFBZ9IIR3lIx5SEB1A1NkHh4X2OaDjDDfVAPc7bnqAS5vnaSDzlO0nnULiXXHYcCoThjm8LT/rBGKoWMbXKuuVGVk3cSw1BkVds5us0uE7HDn0tI3yMcaA/fhhjUf8ucU8iYB3kfLpGkIdokY3qAFEEdJhbcgEEXmSSNx6OGjGBLTKfg1VI0+Z7rSf0as4ZLNjyUPYzh65EzwqDD1x1CfAHSwWUzlaM2QtTcNf9y1fJ2tbOT9yOasOAlp8NDq3g909nP2nR66dknAgwP5TJWbmKSYbuj227SiZJBH4V2pHpzCLFxaE2vCx86i7vXFn1R6X8coF6IlJNLKfGbJsnqRv30n1MzotJnLhWe9v8dEu2aBz05uxe75kAjLwTmUgDce73OHeD3Qr6+hPLE6Bcz+SabsjJ8DY97mHbvA5ye3M29e+i55a88x0LOE9zWk65+ZsMHyEl4Y6jxVp7qmHvtrWft8QObpC3UtH0WezBjz2p/3GZoMHp/JCIAgApKyZRvxuNx7CGqyvBQkz2OuYG/aJ71M158I5gMhltrVgWc8mmLV7cjQs4bPO8+ES9UxXpzek36cJQVnio1jwgvVSAHZj+lHmp4aRSMnIsaJn2DZVpGJDxWWiX9bBtcW8JJEGm4Y3MSPmnAGJOEyMrWz2nrU+hOZsjVEhhi0tRWFvDbE7UYGjke3IALoCYRmPl97+eM4LIDg/t2ep8+4+Hp9E/nL5hDyFYQf7eOhn4DdyCHwSB0H/KwCqvFtGl3bMTRp7MKPNocEPB5uMQKPOESuULYIrRsOQ9qUusvIWwZNJ6lrHa/W4LLrFqfK7u3SmLFgiLphPo9NpufkpQRQgDTE0J6Bfj7qnhPgiUe6tSCbbU4OSr3m0uWFMXthHHlfHmEMo2GAHYr8wCS+eBZ1+6P8/jzr5Lw0xOM3nhcOIagDXs8CIW2guY90Pnwf6JHhbTNKxg/9W/ZVDIvLDUn543T+xtZq9pmvCair2JZ6xCkP58wp7I8jXvaMXpvU0eDweLPdOYMpOyv1oyHlxQC0NSuui4VwrayDQ657xqh1FeI/ph8/evreNklowGtH13HrwW5mEQ5u7+xSZqlK2+4wTm9swTTAbr0EKhvDsBSlxVIeM919Zv+AcUi43BoPqzCUwMjhQx2ePxKekIcdqaU+fr7O+hYY59S2WH76ekB9AQ6XUxyvJnB1ynGxKlBkz19n8RyrBlpbB//ZF8rQm2jJQzGnlAuZQbCOrvGMl4893xDDfVpAXjXJGECIa83ilrNJ1sRk/UPDyY6biXihpgAqj9o4/PuTz4IOq/LgwDBs6VmWJh8sPMfPb6HdmWTwlxkSDjH8BAH1KINM1BBByhIAM0+AelIyY1Lp+dHQiaCMJdSykfV2FvX2wxnXqxUxJF+SA+wp4fBoC6irhPY2tPS7BvkQe6wu+vz7dpfRvHB18AAfGqfka/kYWsOEDM7Tx/AURbwx5EOOBgphdEywdDijMi6lJP/Yz5ALkN/GQPb+BMDBQdFrygfEpkzKtTJGUclKPiLXpYd7dXFqTDl1UJfOQTE+PPR1BRvzc5yTvrXbhNom0IZzWWtzYa9LgxYjRK+rj6ErkqMFD7hWctZ4axJz1xTNSaFAx0Joc4qwxl3P3QhxxovydxlzGDLSUQ16ofWCztAdCN4TqJVctErD1LKckwiBzghhneE5CkJhvISiZmFLm9A6eOd8z+TeFhX2fUeSzcMXi3OZuGdQUBoP+aWY+6S5CGL4sOFcCfl91qZzC0mmYD1TSDwBOepXLm97JhzfqNBcnoe5lXZWbAEHgZ/WboecHvLASVPj64tLsn+t5FfZ7Awdm1Ydbm0d+OUXw4KXyasqB/fZ52MIoIRjAWyz3DxitDsO/pPPBjmGYj5YwxbNDjCvGnz9+HOoTlJuR1dOUE9e67+fKvdjJH4Cf55wemoUjRxysKocvnnnGfh35xEH35Ik8sVNEF5gwwa4usTBJytUC8bVyRF4UoFrG4WMyviEYjGmbMQ2RYD0yrg0wdARGicwqCu2iNCYUUhBjJWujcaB5sJj+dxueI7GbOab3SAJorrZPRP2Jgvc+eoM5AG7IuwfbeHwZAo3BbjicNi3IWa+TA4zAxZhPRwl5p5TArw3mNoWd7+2Fzsd41etieEdeTxrDvFp9bsoRHDoQ7bzVNhiQm0c7nxtB2wJthEBlknGVNk+6lSyXBkJ3wj5HeSA/dMZ2Bm0cwLVHhPT4n997yuYfVhuKVEKquABUaEfgww3fu8p3nf/8xbLq5OI3y7zRjhxExjDaGcEWIHXnVELEGeJh0jhYJt4EoKAz0Aca5xP4kxoXl+d3mpifIbjTqGdIStb8lyUytSCaxgnYUr1IcHdncLPZ4I6ZblQonPhQ5CQ+oqt/ui80/UF7v/EPFqxVYEui+Gl/zuYNC8sQoK3ACoO+TkJxtIYxtysYmx2Uo4UfajTL3RC7LLPPWc9Uh6QQRkj2+s5qVDkvSSyrnwFeJeeH5VODn0XxckYL57bLPEzzuZYET8gJsAbwwWkr4b1Fe8CqkyWQrYq0Z6NCLst4JYWXDOWF4HtSYNtswy5UaUgNbrCB/o7tHrVyhoVUyDE5xtpIsBwGwe0jYWvgXZ3Cl8DZH1IfG2L+kzrvMeaZBwNTuGdjxZBDJ+PFb1LRgX0NG7OlMYxQdsFhDznDEzjYVbAjl2GnAcq5lFqSgDUephW3p+3wktVUV0rNq7TP/JoARpX1DQk0MHAdT114YxIhebS55smzudnYsMWLZs4XmoJq9ai9RY1CeSyKOvpvQuSpUMObQsjURExn6/Th4NPA0fPT6PgrtDUpiGYRpS/qPA4gFrC0ekU/9Ptn4WvAdSMmW1QWxfz2XoGRyDuN2bCdr3CnZ/aA5PkxHkmzGcr3HllW/oczhdrPXI0SACoLy1x7yu7MQeubQ0eNHMsfY3VFYe9eoF/8u5PCux3tkEVrZAcy2b0kgOz4I/raPw40lOjaACIh2ltHQ7e38XuWwFPPiApFdZfBtgTVr7Cc9ce4uAlj/qE8eL0Pvy0gq9NxOuORWk0ETwK3QOaO+RAUyQiYVwAnCRGL30NzybgbHe4UECDseDAuNL3JdJLOlQU4tSaxCQUGrR32LAcNlcnxzj4yWWsN7E6mGJ5NIWbSeKxJD6LQJFbcIY8GqXlKUsG94BzhJltce9rqY6GoZS4LgJy1q7CbZoO48zQtHTO89ALYkmIrcjhwddagAimQSxQxrVAAtbk5K5s3tWiyQywF8QR0xBOjqdAS2i2gWoiSDjvvnYd2x+ERNBs3I4pKpVpYpKyFB6UEpahSYAG7RePcXLVhoMnWXhP3UQsSnOAJg5btsGMHGA5xUqbMpwqrwZdrPUwT/E9hQR9hVMERHBGR7Drrh19f/GjjnATP1euUyh1mXDtE9oKNR7VwmO6D8xuW/h5ndVzkcnSVZz3N9WlYKT6Jzpk6csnrt/Hwy8EpSH0sQuOoOQDjj43DUwj+UtsAnJTJTCW4YWKh6xymNEqwlqKprUOYrIMy9D/557AuMYz79uQxZgz4Z1YFNOlr7B0lQjLSmEt1MaBrI3JqpY0oZSSl6Or1BfPSjkTsT5RRyABMDq3QFIUFZVPlEwP0wBYWnDtsbrssDNZYk7LAOKRkHwKIfsRKHktUazFGHbmIYh1wdDASws/Iawu1EHRkATomlwHCS+hcOk7U2VanhvqxQx43OJUDe638sKiNgM66znb//n8FO1mnlLvDEzjYBtRNNzEyLoO7zN6VB2ApgW1QXAPdTSsFUXVKHR6h9bWAemOO18/mvOk8xfWS8MWjZYCpfST0LUonVOq+GVnh/wemnhkz6hiLSTTioDfOoFnr4wTOPpQM6eEvW/lM+UDATiiW8eEwryal49w9IIm2gOtMzjwWyGfMCjeCOdoADVZnEzwH1//lKzD2mNeNaiNAyq79mzWse3US9z/qTZ95gkXthZ48EobFY2pcbEWmZ4vAHDzyj7uf5mjIcy1FvebbZz4CSbXT3C5Psb7v3cNs7scvWJ6FlDYawp00nr7saLxY0pPl6IRDqZZ3WL+ToULrzcRNaiKlZXzTSDwpD955V3MP3WA+tjjhck9UTQqEnzscMAY+AxpZLwLsUYAgoUkwJeSEwvJ0lfi0QCHwzoJayC14ichg7PndRUb9YBYhVyMcJVJXojhNmG8nglXJkf4b7/0O6CWYZeAPbCgI4t2BrFuBI+GWi5zL4PSaHyoCn0MsDeYVyv89Jdfj4KGQSicV6UKyzHx1SQvhyhQGVY7ZeMdUKCYpYLsz3/lW2CCJPOqolExplUouKdW4nAfINC4HGB4FfLXH9WiHO4w6kmLqWmx9x2LnfeadDhy8kw4T8g9GtrXbj+7VrQ/9vI3sLia0JfUo3HqalhiuBlgao8du8wUDSoKr7EKpPEARuxH+WoyKF+fIIdNTDzvK3RnUb4XoqC6Zn/ovnNBGSfHsAuP6UOP+S2Gm9dBoOESKSwX1PKHZvU5VBHRb3/mylu4/IV7SUkqPBnpt74nDxLBqglKmAF8xTCBf0ThNwhb22YFtiZWj48oY93xBvLZN8QcuxBDSsJ+V9hMfa+5QJYrWBqSKYqGxSrAO0uFQ5RhUtZGpaKyHhX5FAqSK/sFvGjwfun8an0inYsz1orX+72PQp0L4aMrtqCw12hFQM0wV5a4ODkVj0ZQNocUXxVuz0xeV0FH93nWUPQuALGWEryLdRRoJfVrlhfkt7USPmnhB8c/hPKkYVNSJyFTtPNuDxTUHCO9siugF39TppQASXAP/Vn4Gt4RqHEwK2DXLgS2tqNgrgK8LbUOJiRAK7ytQIWrV7PTxw35Rt7/UQNWMAJJUVSfPJqRv4Y9HXj6WOjO4OM5NaYhzStfgUIhW9MQmsaicRY1OVF+q2QIU6PghJzwK5M+F3h9QBEqc3b1v/3Ut3H8XA4Xa0OhTYiBo01eQF2LfFJh69sz+Aowweg0sa7wsOh5Wc6fbN3daomf/+q35Dovisal6YmclQagymPLrsK5nDyahhhfuvQBXvjiLQFYcRJS+GA5x8LX+OTV+7haH+Litwzmd12xV13mxZNzjbDyFktOdY2eVFJx5En6edLpqVE0CED0aBiPrbuMrXcOU7VOZHkHgThUgP6J+fv44vVbsEuPy/YIfmLEQhFcoTZLUEwu3xELCRI8YJ6jQcGj0bKJAodaGHngkCiERwwwz+ywNSRCS4oTRd+VGsh5gx27wJ+6+nWB8lsB9oRgT+VARSXQoBEyt6NQDFpsuR+LTF6EjKlt8X+68R+KwzXGhxOg8JBd4TjC2yKDjB0QYNVS6JlQGY//87V/L/PYIoZOofIRhSzOq3Y9TL4KVJozQEsjMakzj0nlMDMN9t5pMbt90om7NQke9wxS5q8CjmeD/+PlX0ezm8LN4EVBa9hIjsaUgwXRY0oi7LEtlcwwYbFfY+9e+iseDWT1K/SeqCSsWdtAJrCrQJq9qyg4ZdORh6yUITRSsNCsPCZHHlv3Pdw01HPBuMdQ7y+/yxSR8MyvzN/BH37m9dRvSutgiKQOi4ueKSbEUKNYnC8oYyJstUUuF/J5z7sX+hotvdm899ZNvndFk+wL2uGe3EvQegnziB6NTOmMdR8CL4xoaCZb+/H5A0dGmA+RnVhCh2h8rYwejEzwHGqBQNagCUIdVR57O6fYrRfYpibC2+bhMHZEgy2m8OxtWCqtQOTTEXXOAdRIcbp2S7y8Aukainbmz1mjaMVigMgEhqFLs3fMYX6SG08vSWsyDjVTDgfHnvVL14mDAfugaDSQgnMKzZopmOKhRZmjoechDYTLPSqFPg6F5ALJINPkHp5MoYgFabPPC8Uvs84DJcJY3D8QJbT1JtU08oB3Fh5iwJpQEuyZynDsmOMS5qc2gm9WKoAMB4P/7uKrMFeXnTDZKUwbQqdYc8VQnEU773A0cExNi4lppcbVyLmo7IOZsGVX+B+vf132fghjujBZ4H+8/nUxMgTDhjWchVPKJH1mfht/9NlvRoWBHeG4naD1Bp/ZvYuL9gR732sxeahF++S9SII7kqLvxaPRfOzR+LGkp0bRyImIUZ0yzOFxsfiHyDPhWnWI52YPQS1jm1bRWjW4iTOGPMYclZiTy1yt7i6cFGMhFhFdSAbSb3yTg/QMmlGLn6hDtW7PEh/aIoaAKMpGnvfySM9lggHji5MPw9/Zd4Z686sFxHp+7Ps5AAEAAElEQVQyu8mvWX+4fWlyqBw2PS8b0xDFsJasNoFppb8SkyyY8ZP9FnSyHGxDxpcJAxuYIRwIn60aUfCAKPwwEAsGaj5ATQ6RRZ/nXYxZTDmhqOhafBzILRtRpphqTo9ZiWcjj/0fu7f8Oxemyi+fqfbx0tad2NRQRfneXMb9qoK+9KXwooUuDtXRGKPkiVgzFm0mCpDoKfrxGg3T4zQFEd4562fWaPitybKl4ErEw93PNqMKdpoMvQkN1WyJdRpi8jWBDGNr0qBWRVB5w2NckjHBeaB/8odPCqsTwdpXuXLWNfaUf44p971k8BGjxLkslyPzosnIY+TVrRWSjSfUFl7z1OfEE+NaI8Sw3DKE8hz9BkbX9DqKAYEje+3cfehQD2477CsFGZFoiPIheTJ4Wq+Bp44859P1A0xnobhqkAk81KPNRWFbVYRMC0wPHBDOAglb46I/687Fmhy+XJ/EZwLAxLTxM62wPtTGZXuEz80+SIq5Tx6gi/WJKGEPVzBL17s3Usaf1gECfEw/uvTk+6keEzEQT9zKaJhT3xrY3Uwq8BhiuC2DW25PBM4qVyjK+Nhzke8+T2ppuA5nFGa/mULRdXOne9bdNHJLZtnLGeXG8IWj1stCBgzoQNrNkkmageBltdaPQfSu7QZ3xoWOkDk0f92TKp+Tx0xajbagfJ2weNqYNSRHvrvjK3BbKg69wlAb9NcYD9rdLSysdE6hbt362FRh8WzgtjvQiBsI7R+FDv0W9ptZ7xl5Am5XYRkaTvI89q3J9px9j0LOec1CHeHdgEEX9ga/BzBg8T67o0QM2tmWtdIRYvNwsUci9ZRkvGLduroVkmMfG+VbrgJoe7v3nVj6k8f1oZvjtKkw/UEp5RnZgb0xZiQYC+UCgg4dQnfutLtZSBKhnBSUTPwHTAUi4AA97rovXYjzobOtUCryz6M3Wc6z266W0N0NnunYwFeAm4onqw92giL/YcxgtinJvBo0YPgQwaw5Wmfybk7zZHNUSD6jRtUPbxmdn0be/Q+NnqS+jNBT49FgJiAkuG5VjVT0ravo0qxMJrQaxMWkIRxzu8Lh8xX+6f1X5OCLSV9cehlQejp67mNWOD6Fy0MRe68oGgUVVv2SkXBxqHQYDJVMIu/bGPKIKlYOHCAOxXoHFo8GGYVSDeFYmYfhLMbuA7xmHiK09BUWbGFWDLMUAXpmW3DMx8gayBA9Cn7XiVPvomvkIRAe6dnxMqOWe49M2+kPgH2G/kRyv2HUNiSSjyivQOeQit0eOqmQLFlZgrCuEzDBO8LBaobG2RgTPTMN/j9HX4TZr3phK0zZ3OVD61nr5R3Npw1OP3cjopoYCNJYzP3orp8NuEi0cuZKXCaYUidGXcM49j85Q7NTCToJEFHiYgjEkODZFUC07Q45JIACQNr7jeNP4Xc/fGbwQI3wtmuISYSKunKYaYhPBje8SYx6rBLPPTuECO8IcNpAWvv5Nfk9jMhz5tUKyy++kPgbSmEthnyYkKOhCFOUmpIO6nwA01lYKx6wVnI0dK0Uhphe3lSmTGehSipYNWyzNZ/2jyFGDR8RsvJ1/o8PvobqODNQfASrev6aHAyaCw6rz9xI+9/J+DQBWsPn/t3xy7h/dxcaohot2Gveuyb35s9l7hgb9PZg4d5oDOGs2HTsGoYET0DTojoF/vWdz8E0CUWs11aO0BV5c5kXuI5G+3ZWn/P3k8eqdqY55jNmYcNxPW7yDFZADynOJzJEKNbJAuca35Oh3nNquMivEoqix/9z//ehPi73rp69nOUveE8CF3vB4/RqheqEsGOXcQ+bFjAtoZ0R/IRRVQ6V7l9rinc25LFVPusg69o4AE5yAB96wM0IVe1i7tVYXlQsLOsJjTdoQwjUzDQhBDzMy8gcKz9ofwRyND6m89NTo2g4NqDWgRxwZXoMt0WCgV4BiIghbRmNFFCnjv0Ul6pj7L/M+Bff/oIwn5riQVeRSxVA1yW7dhkXi6avcZHeG6zyOEVN3gbi5i4sCxpDnT0ynt2FspMx/Q6TUEGNsr5JzKsX1Jc2KRq+ZpgqzVVkPFhzYIQv1VOjKBMSzynjPfQTVAuH6lSS33bqJVCZcLhJUh0ZBshEQY5IE/hdHBdTKcfm8+7DgbAKzzeOUzIVISb0d8NRVBBjRZ3RBFW1RlWpHxKDm96Z8N6OQDVAUdjl8j2owpcL4OQBbg3unWxjtaoEMcsK6tU/+t7XMLtT1kOIkL2dsLOugE7K7EG4Mj/Ghz81hWkYZmlgyGNat1leUhKY1wrOQ7HhZwAmyDtJ7vcHXwRWF6xAaBKklktAb1EEtoKJdRSVOO+ZYsmQ99JwFdBzZOIr8vi125/B8rt7qd/hHseKPlYKr4xMYWRRpLgC5nWDXbOIfIKNyO3rLPJFHY1M8G406Sb0ycZ1jyI/qVj7nNa3D/O5Wy9w+/dPi3nyAVYSlBR7S4JENRS+GBGmIH27MD/Fna9NQU5gw3fsAhPr0lrJlKuusC3AAzKnuu41GdzBxPj/PFeoJocZ+Yjwp14TQx7/03d+GrP7SO+uS7r2zzIB6hCjwk/Yun6Cu1/akgT1gPbDBLgp4K3m5Dj88/c/j+nb08KyvbY+A8o8DZnXkX7FtWiSVy38is8gjqFOhpKgzZmAOAaxzJDEd7QEWq4wOfT41neeh11mcMVQJK5UR0PryqjSZwN/KIxsGyo7BV84Y/4Q1k/6u7wuYnrkvK9jdBu10A+sydZna9IR2CXDoCS+myykWviTCto+GCbJyvP/0Xdewewe9w5uF8aUIwwet1OY6wscvWAwOQQuV8cAURZSSmi2RdGYVnIWbFmF25W+jNWu0FphTZZ/iNbgqJnilttGswPMJk3a1zYlmOs8xsrlQY5ZtYJwV5PDrjkV0JxBXpKMKuQT0uDH9ONHT4+iEeogkAOuTo7QzgE/qyXG1kpcYyy2pJShPly2R7j2E3ew8+oM5DkJPFZRJFwU8MSCMgJlmQnzjglwWgRO4F41ISq3WhVJj+rRUHSkbogR9HM5OFQxSQXXkJLBh9CZgAAvyaDGi7AZwLh8LbCdU9NiQi612UkyjgdDxsw8giXOuSg8sCOsXIVjnsCetqiPgJWz2KsXUqckJM9VprRKwaR5UAhFZe7F+4uHhSApiQIFwUHPix8FGFhLHchBFTTUyuRchBSkgAZIlce0asV6bWlQmQOS1Zg0tn+dMuoJzodaK6EfMT6XAbSEg+MZ2pV4NKZ1i7lZ4v7vXsXOexznLSb6EpDDjY55nuTQMXhuvo/ma0eCpd9IG7OqDQht2Xte46LvevJS5fK8cFP58Dg+Lwfuwte48ZXbWFwkmFaSKt0kKRrjHg0q5hw6h5my0XgbEX+0XkhlHN55+youfrtoJgozjknM+AMwxfJAucdXjJ3JErshkTav+yEJon1Fy3cEplzIcWxEV4oeh6yORge5xoWQugTrS+Cwlq7Ux8Dv3wdT8qSChefkyeDi0XCgvIhf3r1sXm7MD7F85RimZUyqFhftMaa2jR5fCt7CLrRtlJOF4cQxq7C78HVKdnUAe3loTQ41oahNEsM5f3MX8w/L9bBujQ5SEH6Soge0bPETN27h4Zdb8ci2gFnJ890U4FqMDVPT4vbrV3HhdS68r2flRDiQKLucJnfQa5EpPjla1iBRCbueK41DHibystYWvgY8gU8WmD5ocPEbFapTl3kSg3CpBwynl6nrUc/DHNRDHrJewetBzq4jVZQDf+6+ZX1SDGmO5zJ6NT6GBOAcqU7PAIGjd5IM7iB8mrU6uC+T5o0Yr+RcgHwXIgJqcqhe3cHWXV882wevCYfnkgN8a3DQTvHSjbs4/kSLyT7jWnUgikbrYZeAWQLNLsFteWzVDXbtQvZglYwHBDE4xgrmaoTwMrYFQ4xvLUANYX81wzvNFTS7jO3pCrtmgYlRRaP/LuNeDfVFTl0NAw7GFgOuKHpDCvnAJ+jxxtsfCUVD6+w8ST9POj01iob3BghM4vrkQCxRAaY2Qc61mXUS0Fj4EzfFleoIv/jCf8X1/7oAOY5JgLAplEiZ2UbW/YBEpLGwEjolqFM95IWsPSmypwxqAEIyUyiiG1sTKLvhDDnDZYCCK1gFcq3xQW3ody1hOnlhqsGE9MExq2WW4yEBT1i4Cod+C+ZkheqY0TiD3WoBn+GOS2XqMF5DUYGqg3LYRQ4pDtEoMGSCeywaKH1O3pFUCDF/hwrFx0HRsA3DhFhwE+qKqOWK88J4KqBmiZPrKFp3WNaC5OrooZDVgnCE1fEEfmWBicfUyvMv/h6wfauJ1iMTwgFFgCzXRG4lTFZ0eU/Pbz3AL37uv8KuPOxSUFVmVRMPLjJJWLEdAbI3/xmVBcWy+Y2eh6QMyDqs8H/5xL9HsyeVikHJk0hZUTArLzGNhfuCe96/WOgreNnIS9s1eczeq3HpWye9PkqBTQMojOaAQilKpPRvp15iTlx6NEj7PExeEW/yhFOUQqcqAhGKewOLLBho2eBCdYr/6+e+juipyRRp0vGYZDiB1tZYYzB5ZusQf/LzvwXjBDZ8zywws23gq1graPuoFPn03oLnsefRUEXDOMwoKUU5/7v2aoOtO6v4TuLMbCC3xkszNqoWc8eEn774Pbz82fdhAk80DQAD+AmLohE8GttvWVx4/bSwbAMYDXfVNZh7oHp8A0jhSZ3Pc4qf5vtcPe3ZWu15G7QvgfdTS+DFAvXDBa7+zinswkXFsSBG8kbF54olXwEF9NlDZ+K6c3JtLgCX+3ysLoee5f2z0qeQqrPWBgsSWuODYdD7ZPl3KXRKPRrqPWKFt4WHtxRrbmmI3bVXG8zurgb3rw9Q6OQAbg1O2gl+6vLb2Hv2ENMDh8v2SIwFXs4iuwSaOYCpx7xeYW6Wgjql/Vln1GKB8G9A0VtHLeG0qXG7uQC348VoYheYVu3gOlAwAxMUjTZEKljy2KY2eHNSqDmgXjmkkNlQVfxHAd72Yzo/PT2KRrBIwwO7ZgE3YdG0Y/jTsHCkzHebVvj57W9h+t0PAc6rL2dVUPMNPbC5lSGr4JBCp5LlvfUmWrlKa5A0oIcH0GfGQwJet5Bffvj1KHzs2Ajj0RCj4BpnG6BUSQT8BAc73Fwx5sDtWLVwj2C5DvUSGge7YnhvQpXVPBY/dKCwhgcrJmVzsYahRquUWuJ8OqzWuec1MQ7Bmp1X6AYQqihr0lu4pxBQzyHlhL7mlrqYL+iRLK2egJWREAfrQ6V2h533W0zuL4oDtOvlOuu5zIRL1TH+Dxd+M+boAAhuc8RDZmMwAOj1IR9jDKig6EsQ8ED4329/F26KqKTJgc3FGhiiJKxG7aJ/DULcdRhKZRwmD4D6nbuD7Q29S877kcWqSwHFDNYy7Lsyl2tkLhRULryPHHKzUBSDAIXOnmb1vOTKBBPmZoX/fvebsW3I1xISgiSMVtSJr8+7qR65cO9utZC14qXo5YwaTGybFFuM52gUbWqDyOY6KBkxHwpqjdY5Ledv/vp9VAfLvKlHI+7MJYDPzT7AH7j6ZlR+TIDG9nUSKmvTYusOo/7gYbHfxvbKOt4w9F2uhHTX81C16yIXYQitrxizLJmUo9GAjheYvHEH1LjE50n7F8K3Ot69aD0/J38o2tAuZUpkVNTWWW/PeumFonVG/5TfAjEM0+sZ0FF0ACTgh2yOxHjlixwN9TLLWl30HquoS/Fs8sDKV3h56xZeuPgQ1XEoDpjnaDSAnzKo9qHGlQuGgrNr2ShvaNiks80Bq9Zi322Bpw4zKx77KgtT7p4leX+dk+KmhrzUdjJIdWWGXosa19YojR/TjzY9XW81bJJoEcqFeAwkbgfyENformnAq1W6hwYMEjmjX8P5XPfA4PU89JFonQKwyf153kDnpvMKmuvIBw5MfkNmE611mRAd+7V+El3wIg3RWuQwYpAdTzpMHVj7+HFaM52UW7n12Z3nW3ix+rv0RYpRPl9XanK4aGSd6zspBB8NnxjyvsX+6LvZ8KFDigAb7JqqtKBRR7g/i+z5XohpAW6aNe2N47yzSYqwARevlId4RUbnUUiHaiZsdp/HBTOJfxeCq00FMgs64xkSh72K70RyDvoKythaiTH2HX3QwYzuU5NPZP7f5SqCBjxumlGDue6JfC92BDnjGGja8YYeAxqVF3dl7/Mm49UfeRZMyBvTvTDQ7ZgnmL+nRxxeEZq3iTEio8Ews48+zdJMdyJ5wwnuPD9uidAgLVeRVw/u48z46Dl4la28i8KjpSGHnTPxLH6yNtwmevJMCIXzoU1TnG+DcOBn0RpjIDDurXuiiJ/AnyecfgTe6uOhad3CPX8Ny4vAd06egV1SjDnPE8TKuPE8cTsk7IVq3blrPCVoh/uyNvqoU9l/g9UuFyA5F7RzNI8udS0KawSvIm/iDIqWdLUo5gs5s6bGOhp5SM5Yo8pEFHXKJSGn9eLRWD4rMIqHB1v4vaPrEtOZzS8BRegXoPB5I8JItwucKXePQNXEgT71Ql/gpyxXoGuN25AidnjeLrRwGQplr/c+rIbGBRjBPE8Ifcsin9FHSZK2YuFyHmYFvH50DR8e70g4TPYK3mmu4D8ffKo/HvXIKeX/7eydHkXrFkIOhQ+fZYpLJtxJbs34ZK9euALenpWPiGs8hIo4D7MiCfUwnT5mtGUbmE9/Qj7vWL0bb7G8McfiioXblvDCf3N6U77XOGndO2d5l5D2hyRrWymixhwrok9CmN9gXZmsjdzyKqGDPjugKIIdtC9chZtKLomGvogQGd5JCIURqEpEXqWoccuLBtv1Cq+vbuDdw4txHeqreae5gv90+FJ8x0AmIGYwtkBXkErXA2d7bUe9vI8g4ItHKeVRhE4Xfcr1jWjVNnku3IYPywW/7rbIUNP0stOb22h36uLaf3v6EswygVHkfUoeif5ZkIeJeSbwlgM9/yzIeVFAzfB+WF0A+MZl6VdhhJL2e7z5MQn/OekTevpl99iNRpds/APntSsK34R7dF5CBELi0xS9Hek5mdELjDoL0ZIaI4puSOPSF1MR9qgV22e2xem1Gl8/+pysQ0KURZCBTby9uoJv7j/b8z4Mok4B0dNPWb5o4yyO3BRUecxsizdW1/DOwYXByIEcuU+9sLq3DVCuv87z8/nUfJeP6cePnhpFY2eyxN2f3MHpJxr823c/g/oQ8LWJqFO1cRL3nFMQThu2WLEkj8JaQVGwiDHItXGoQ+hMN3F7iBK8LVJcfkg6a0NCmIZVxa5kbRZJ5jkjUYt8B4XJki8T8wohrZukmaD8yOdCidxnQ/x2TS6hX2WHUFmkMDGRFA4RKiuH0ClJtp/i7penIA/U70zxm997MeZoKJwuGS/JqYFh2xCjH6sv58IcSsElhY8YNDAhAT87MFDmvhTCSuj3xb0T3Pt9V7MwtzBGkuJGk7PgbYFSmOhQDCfLBJiYK+Pl3pQsHZ5hGbYS17Y8H1CkETahkGC2JlS4J0IvdIBCu4r2dMwVzLLF5IDxO+/exJ1bF4pk8Jo8fn3/U/i3r392dEz5eKOy2wEwAFJf8uKV3hs0vkIDDbNLSrcmGceQtZG59Wzw4de2sLy6FYVuYomB1n298DXMyqE+JFTkwBWAqipMrHr4XaxP8OEfvDIY/rX0Fe5/vsb+SwbVlQW27RL/tzd/PigHSeiUJNnuPMkvF6rlkiZyh3k4dbXUR3EMXwO1Vehc9PKTirlXhcBTVP4a9oVAwa3Byle485PbWO0BqD0mxvXWhyFBN1OPDkFCJE7dBCd+isMXgefmD/FrD17G7XcuRaVUw8V+ff9T+OevfT4pjKr8KEhHprzou4P32ZpIg7RIgm90yChe/xoqhOHhVzAwjRpaEhDKvI+VoWNDVQpfLMPZ0tzlvLYwFkBC+GInCn6Z5QRl3zdsce+LNU6vTaQvLM/4v7/1hzA5QDybYgXsKOjKb9mLvrduVHGcXVpg/yevAa0DKhuRhriz1k5ebLH/hYvl/KpnBwENzpRzAYyHVfW85GfJnOGFqmGu8DSF8eQGDz0nBDXR9Xl9/uhs/yivcN4EMJPEi12EpM+eE8ZbGYcZSS0Kb+XZxnhMqQ35HB1423DuS9X1hEa5dBUO/QwX61Psf8bg//HG10DOZTwdMf9jZlv81sPn8Z3v3kwQ/FQq47lSEHM01LDUiFd3taxwd7mDyazBbr3Av7v3GTx4+9LgOpA2w5xF8Am5oKawHjuoh9mgowwkORpPfjL4x3R+emoUjatbx7j3Uw6f+8z7OH7tImb3GW5G8DVgKsGd7qJOaXL00ldoNIWzsgFFBvCWYSwHQTMIqYrtHigqG748YB2bmKAe45B9Sppe5a+G0GPW0njfygRC5mXgKHgT9WNIh7wBGqfbsAg2pk1J00yS9Dg1LSbwwcI50C+ggAEVZh1CJ0KejAlY9CtncehnOHxlAfKMC68Bk29twU2NFAsyAjtqDIuSF/IEFDqwphEYzl5/UDJxLg/8eCj37hPrzCcv3MedP+AjOkw0ipEIvIouggHrTayHUTQ80MFMGFZY0xUbkBeEEU2M1bwJqjwmE4d5tYqoV+lHYUqDIqbCgipjlA0iE/5kvdc48VOYkxW27nvUr21h9vYkIj5ppdjfuv0c5r+5VayrlFsiE5CHDBjyQBZeJApvP3FfD/clV4J+5pDWoCZVEqMKyu4YORCOf/8pTm7U5f4LKEwrtlj6Cua0wWRflABfQ4SrAZjqK/Ux7v+hVRHaoVbvUz/BwZdWaD5/gpdu3MWF6hS3//MzghwT3ocmgoqgTJ01QmldRAhNwLUGR24KNEZAKCaMraoJeUxczmeHorCUKZANWAQKp8mmIsg8+H0NVhcYdibrqTYuCe5MIGJMbQuqqqCUiqJx0E7x0M/BnznB5+a38ZvvP4+d1+u4BtUw8lu3n8PWb87jnGmfRKdKin8S7G2se5S/YhFgTY/vjNXMKMIhzxJcc2LtD9CEhG1JlM6SgSEKPSxjYhymRpW/BAGqHoQxz2ukLAeruDRTOnV+Wm/x/2fvT4MtSa7zQPBz94i49225Z2XWjgJQWAmAZAEkiisIQmCLBFdopWxESqLaxAZHI8raZoytsZZGLQmakY0o9TQFs5FRpBayKbE5pMQN4gaCIEGAqMJCbFUFoPYls7Iqt7fdGxHuPj/OOe7H48a972WBIhJV5WavXta7cSPcPdyPn+U739n/qj3snrWpH9YEPPORM5heDNnRYGJinYq2ZGsbGuiG91wfHW4/eREXvtoAfY/Y1AuONYD21u0vexoXX2tyf9mJIWQCbkSRz7A/EQwoXvAYKmD4XbqQpy1KXSoskG1INMpEILEjGmKYbLQBNmZsqOR8mXMfTKI4F4pbr3IqhVEwPydg3ZhUa4VkAMtkZxcMUpnXGMTQoMTseV/hUr+B0802+tfuoL/nOAyz8MmcRQu4KmDNdbjv/A04+sla1fAZsmlm4z0GoA0Os1jBdoGTyw26/RoX9jextT7HyXoXn3riRhy5n52sKjeV+mxRkNowUgEAGp2nNjBQslMF7HQkXet6b9ppdb38XO/tBWNonG528LWv+zz+0k0fwdHPA9NLnhSnCjAuYmJ71EzZmgQPL36inKUNECuHWJESrL27tUHeSMqTN9YKeltWKpLnkdmGAidnjQnqYRGm5NXTXirlTcusU9nbkjDFC7STDGeChRHvjRx+JnP41yZQHY1VERz535g9NVEKHrGh0fUOe36CP/Pqz8J44NgDezh+v0dosuekth7OhaQsw+rISp8ZLeRQNyFVyRVbCJES3lowy9BIETc31Gp4Yvtg8YrNp/HGN3y+eF8AnRVSVyTqGhqDA7SYkzHBoGnqtMIFmxTtZCAJGsQRpSglHjONoqIpNSYueln576P9Yk//LNTYjQ3M/hyTiz2Ofj5g43FiUApV5MPS4+q5Ldxw72JCIyDhdKSXYI3ACBYPV2sy5SJ4fBTRcJgJjEDwzNYUka7G9FmIDeY2RIu/9Np7MDtpSyhCkMghRQswbzG5QgZ0cBhV3gMMTtXb+D991YcAY8plEklZv+uVD+Pr7ngQbzzxKI66fZy5x9O7FAUvUfIOvJ/cvIxV7TmJaBhvYHxAaCKm6X2vLqQmc6kjelJHJhEa9Badd3jrV9yH/qhH3dB6kvo04m10hp4ruQEmAsETI85lv4433vYoXjl9EvPHN3H0Cz6x7IhCcvX8Js7co9YK9ymyl1iMzAKqpKN4vI+dgsqtdC6I/EvEGcuvWdpYGQtsZHTBFcngABu9THHdmD4p9WPvZFhIlPQrU/xNvMwpdyVEWvsxX9NFi+9+5R9jdiobaM5EnLnHY3rJJ2eXsJOJAyzTzw4gp2qtzX2F1x17EluvfRax90BdIVQ21YHQ0KPvuOmTCHfupbnUTgWKomN07seMriFpidwzRUiGThGZQ4lqoNyTBvkzugGS/KsT2UG5hhaY6pS8EHpbBHKUCT26JFKXg6Eforclx6SwVJJTiiIaOkE65yax4cZRR3gyNK70azhVb+PtL7sfN9zbUbRJ6RvRUh2bNdehPb+O0x/fLxR8a3JkDTytJpDOIfUrTOeJzr4FMLe4NFvDkekMp+odmMfWcPz+NjlNhraZdsDFkNevBUrWQ90i0h43Aei9wzy8GNF4PrYXjKGxVc3wPac+hreuP4jNJz3q3T57GnkDSrVr3SILEqIhNAqaQoeJeGoJi4giPOjMCBuV2m0l3z2Q4AQSitU5GmOKq/KKLrJLLXpkh9ePGUKZYcMmZTxdZrLyKlAY7Z0uWigPhIKyUg7OwJ7rUOF7T3wUJkbUjz2LzUf2UqiZoKxMb6sKIsk7a1YwYQxx9ImiVBQ5NaVpLsRgzF0HANzSXMRfvOEj5M0cwHQIdufzd0c8ZOldD/+2cGHueoosycHDc2aY6tPYiKbyiW6YDpxsoDkbGaONbBBCxjtuFApdYxcroOtRb7fYeLLD+jM+HZYSJasuO0zueyLPG7exZP6Mi85K4lil7KxoIRnjRjHA0BxnpX20qUP7rx7/ELrNxftT8cYKfXAwXY96j9ezA3sbF26HI3Yff/P4hxcOTPF6v+3kZ/HNxx7Aq9eexLqdY/PTz2TolDL8HBb35kLhsaQIEOsM2NiMFXnPp6aDeGNHlWhdwVzgHZzzY7wyWAPQBYs/f+ojMGsedd1j4voFIgvLHlqdtxG4oOks1Lj72IM4666iuWix/uQs19HgvVpdrtB89vGyiyCq6my8m/T3wFCOMcM8RTSAtO8TLG/FiTY6Twe0RIUMoiSXKEvqE2PjK4aTpr2mlMBR1q0D2hCOkzyX7F3/vuP3oDsSoW+7+ZlnUF/tkofb6vNHnSHL6jvJOn7J9Bl8400PUkRDFOJB7hcAfPPGfXj52QvlfdSeJtrpQwxWzsvBi5b3NSojVPOwKf/ODNaLlkXi/JF5KdbDsn6yMeMjr1WG+WmDMJ0rQCauMHSm1MaRg4+jTCQD+hJ+qR0a0aqIBri+CVXqPub28PZjn8TGZ84BIZR730otlw71ZYvmc08S69QozEk5tAJFsbpYAT1FOm0PmNZiv62xVc+x6WaYXDJYe/iyclZm/cHz2VY4c/ihtbGD9bdo0IksSpHMF9vzrr1gDA1nAk64HawbA9uGxMuvhY+Xg0+aFlhZQx8cckuUnQNayZFePvIg5oVlkZKxvydD6Br7mQydBYU83+eLSdwSYS2GzWm3TYKvbWHnffFuxr6cqpIO5spg+fzoZ4+1paxjkVg/TldXDxrWc28jEZbUVrw6nZOio19LbzVyuI4f3GQUIgS4OXm6RNFI1MIeCLt7y/s2pOB8Dkxlo4wyC9csb6cFMqLamIFnfFRsSSNGOqj/Z9zaqCEZosWJagfH3B427JzgBHvj0Z5U7X1hHHbh77lAm0n9WkhmXdL0dC/s1QQNob+fcDswLrCtPL56CsrbmO/rYXHU7RLldQfYmVSzzPcxHog7u+r5qk+KQWnU+D5sO0zmNfdJSBZ0WxqB5okuim7q7w5d6c8p8XxJAb5BPpBsqRN2RkUgRS4jwuzNUk2YYVtFGjBsG3aO49We3HhpO2ZbbNZzNQjd7T85VsJDt4NoG5WhdGB1eJSvtYC/DtkYx54DcjT6WJLEJIfgSK7aaIvZSeYQcMztIe7mKJL81kaZ9QZxb//gew+7raPK7EioOF/LdoBpV7Dx/Qm0JOuu9xavw5/rvL1gDA2ADvLf2b8JxsdceMbk5NiPz27DzpW14juyyReaUU4tExe8NyvrDfFmitHkpGTxBHyRGy0eYFCQzpKvKZPBl2/0pIPxdz4xvxnnr2wteMp1S0ikJCxHPB8qLyV/cdH7XlQhZ4H9VHsMf3j15QfmZ4wajM9hgyZ2Da1XGKmjkosoXmtbMCzFs6u8mrpacTL++HLLyY2i5GgIgyR96gjX0h7GMqIWQ4BUu9YeKcPeulVL1Y88RZiMlq4XbXAXkb1yalI0BBG7YYL37t5+8LscCGUZ55rr0N52Cm4e8cdXboabIb3DpeOL5Z6VfSPwymf7TXz4yksTVj9B2fjrv7V3Bq6LK++v8ytaXyHWAfMTE0o81sQVB619HnsEmFFM7g/5I9q+wgW/RZ5553Pi8sCosHrhmTyPsnf/YP/lqGZI/P05alXCM/W7qmthczvAZ7PCDpc2v+0E/Gaz8Pexef7A/u0wu9WB+1WeWdCRyzSo6Uh5D9pZ+1xE+WB+wh03IUyrYq11QmoRTPJ6a6IF2a9EluEL+SgR4mXR7MDR+wADRAU70z/PpY19T0FNF/pyGM1k1XkpZw7LD51HRuubF9wYlW5EEZHX57WGNUoUSCMQimgXgN+bbZGRLUVUtaMAWJiX4flkQmZjSkgDIK9bk9+PZba4SAuylPkjEewyuutS/yXSCUi+TZ/q1hS5NSvmffSjwZ8lQi/rOsYvE3rbF9s1txfMW5Xy9v/8838Gto8IFeMmOUGrsgH/6ck3on5ssvpGtkxuslYS38xAIEdOXFw8HgUaENWhLwwTOlRf4PYP0XLtApMEUCnUtLBdXrSorMxbnvACWfo/nr4L7cObCScqSkVqUZINkYRZiJaqa6fK3CYx18yYbcIYTmbmXAx5njG5SGLk5MvPXD2L9z7wmoXCRGORiajHxfMqgnZlk8MXCjc+NDQKiEIZrl70JKN4rh8YsnL+haAolQOAkBN4s1MsplyVBpwE6hbfsazVuOLdy+HpQ2ZjQtsRuwmQGKeE3STTQWvNKh/uHjaxGwE5QVSzYmG4PtX8SDI8Je8DyVs5ODifao/hXzzwrcVnfBuaX4iBtphQO4s1MUm9cQ31lRafvv8WrD0Ty2Rwdc9EDzt4VzEatMFhN0zgYfCF2Q143/2vIOKIlEhLtLHOBPyzz78d9c6SfS0ygXMoYm+w2zfAmseVO2q49R5b1Yxx3rHoZ6qEzPcYKhNCLgBeR7YHTGcw6yp8Yu92uMpjrc45GlFgUpB9GAtFFpHk6jzUaIzHv33ozZhcilRBnpOHic4zlk4Y7pMPFkc39vH03SeSYVXQUGt2nANaiAZP3zXF/ukmrYUCsiTPj1QT6V8/8o1YO2flT6N6kzxXWAKFCllD+UTuVTYzGUFB73TEMbPalc8ZM8pFXp5/8xF0R+oM1/Gydh0zBEUYbzCxfVq39BOZncwzcQlyzoxZhPQaILEe5nwUZbyMEI9kuFKpOF9r9Dx740N63sFfGsxVUvRVUjLLMiGSCA4wTGYi0Kmhk6qE9eT79NEiBEPnl4IehmCTvBvmRVUm4J89/G3kVKiAWEVUzjM1dTYK5ZGez6cYKB9L8hjpjKyxGyZ0TvqQnRgG6Ux0rItEIU5RuYsACgIA7WjovEtQ2cRIx2OzJmJquwQpjRo+W3qGCmdBLmSY+6jfdZ7fkN6Z98SA92J7/rUXjKExDxV2wwTbH7gBdu4TtW1wgHN0SHzuMzfj2P0oDqXEahEtHZjWJgaJqBM881eUQqeUuQFdpgcnTGllnpPBScEafzXLFLPUDDDkrZYq3gCSYmKLA8fo2yXMqQmDcL6JSWG89/6X4PhnhLJuuVcp0QCyJ07TA5pACaW7bGiYAGaW0sooJRGnua9ACX3O43PPnsbmh9fKKu1Dw0oGxYdREZVQczeKWwZ7rJAx7uKB0RHw2vrk4dc/Cy2Uyn3yIGqYGv9IAqJ4i4XpRn7kfRAut8eEFcOxZHDNhJO9zIvjNdEgBBL2e2GC2HIBNGayIqU5GzewoHVt1PejqjsTs6FRGY911yaqTBjA2JE51+Pn5H1ElMWtWBeprMej+8fR/d7JUtlRe1bfMxkxzLSy5ye4sbmM+d3bqJ7Zxol7K2yc64nsocp7yKCswSJKn3j+JFdhx08RosV922dw9MNTxKZOzozoiLGtNh7bH7gBk8sSgeLxgubNRLAyy8xGvcX2fILpZourd0ZsrM9xpJphy3aAi0tx2FFHRUC5N11wTC7gSUHtAdsazPYbfPzqLWiaHpvNHFtuloxC3WrJgJY1Hg3TUzewJuDqPaexfr6n5GFmp0kUy2nuRNYRycItW5dx8RvawrNZrsn8d1FeLAbMbnz7/u6r2D1b4uQWchS4PXnPjdh6LO/HUdy+Wks+EimI5JjlvLWYmPEKz+/AUz7GaFc+R6/frEfvfeMO5seqTHfqDWZMd2p7A9vSOpnYjolKDO9Lot3esp73reF8EiJyGKvvFBI7GVH5CnOgyBMkBMBqQ4IivDHXt5GpGLXm+DtmQHKi9vlSmFPUjjlDa0jOLD5bZqEmGWYwIH6RZ6xIUk6OCTKoYzT5/PKg3Kcg9LAOiaqVnYbWBDzxwZvh5qAK8lXERKipWaaOOTMQTZIvxgNd5zDzFfZCg90wIfIEZwuHXKwiGuexblsy8qtK1aJaojdwP/tosRsamK5nWDkZODHSGkpU2sy4qdmj0rkpkRDZr1h0fOpxpoKcEkXx9L7acP3naCT5fx39XO/tBWNo9JE8jjf9/j5s2xNNW2UQK6o3MLUdjt7ncOz+naQ4m3QmKkXcjCtzkuCpoT2jnp1k8dscivWEd0cY8HIPoxkLAjF/bsWwGQpqgJPVFb0t5DAIxQEo3tlETxpCmTtgiMnEIWLj8w2Of3ZPHeKR+xFT34q6CCqiAcXjr7019AyTDQ0DNuQCrCXWqeAM00n22HlmA2c+tJ2EbZ73sLCwJcRNk4/lmGg93arvXawQhMZPzYcxRLPqwBGXQSLxsnvqZ3sxfpA/055diWgkWk1x0vL7qK1HY0LyWmqjS5Qffaglz/fAu5SS832FWawR2y4lHQrLmtC0WhMXj39ZP7J+Jek/mpGIhqzNtCGKOZDEVPJIAkUyOI/BmYin97dw8++uzp0hYSxeSFJOiLO9wunqKv771/wBcPEyTt97FdMnt8kjL4qVapS7EktDlZlbWla4PSye3DmKMx++gjipksINCy6EF3DTB/bQXG4X+unFqCLrliige0NJmeszTO/YxvH1fRyt9jA1EcbF7NXUjtgUEcjGUIpURceKMlFX2x7wrcNDl0+iqXocaWZYty1Bs1xm60qeeU00ESmRfM83aIzH6Y97TJ/eQ6zVOx7KpWSoU4LtLeuX8effcG/h1MgG4rWdoD/86g9g/3T+f4mGDhVJayJOfyxg65GcX7CcHCPDw8hRMkhQVzKnSca+LRXmsaaVroHzA2oP/e3XvQ/tlsm01kwOsBsmMB1gu8CGRl96sR0rnkyvmlgSrUCnMklEUqgVjDWwUg1k59TQ+7+qZXIN+sKY42XpHI04rpZH39XXYjYyZJ/PQ5XYGyMjECa2Rw2MJriTAiyOH4q6RybICEGxJrLhF4NEgSoYhppKV2sTcPbDPVwbqV4XO8iE0S0ODNLkdFIRbNsDwTvMfI15qEkue09rTOkhcBTBqm3PBmVZ+6TQRxSdNAI5C2axAbqenumlho9BbQI27Jxlvxvs60XjZdEpIFFDOX9ieb1ECDmCsu9fZJ16PrYXjKEhFIX1Zx8lDmqllDk+RDfOeVRPXRr9fsIOJkUOEI8L0cdqY4Q+c7rWBLJglU2oIQ5y+GqcrG4HIXyAMpl51Kuuwt9CQZja4Fo5/IbREjm8156OqB9/dnk0AzImPS6T78kCOYbM8Y+I5P3QdQwKxiILCMOG3XFwDzw6iCINoFNKqZfDu/R+L+++NHlfC5EH1YZzP3ogL7BOlaH6Yq5TtMNKJ1hxVIxZRqJpMXvoNJQGCrYy8NwV736AR5ZIChmFjNNOh1qENergN8tFiFHQv2RoLGMI099R46eHj1zHk7DXNcAnP1dqHDyOYg9p7HTkfIXgcMTO8OeO/DHC1R3Yzz0Ge2U3r8GVBqNWDOl5M6Zm3JlNYO57uDCqdLSt/vQjcPvd6P0NywS9R3pvsV53uO34JWw2c0wNKUqwA+eBXkBqPvT+k0J4QtFpe4PYG2zvTVA7KtYnxTiHzZqYFSP+JRFYi4DNB6/CXtlbUHDGx0hzdqrewTuPfaT423NpIRp879an0W+ovALVhix8Ww/tor4oSbXXYNCIkqaawMNScTxZdmPvRf39MO37t+6Hnxpl2Oaogwkm1XSoLdcTUhEuirLY9P+RFb1lido6wirQ2WIvHKLfB0U7Fr+Q/2nVWXng17SjBjadLfnMUfI1RogT0DB80S0hfEhNnX20FWkPiaNM7/sxhjCRNesPPAvbx2QMOI58LZDKyFhEZolBHqjWheyzjnMpNBQ28por4XvuwHemHWliWOpihECW29R/o6Cagz1QMDwOpnKprJd5jmzolk7dF9vzp73wAHHMnDDGwmF9XIC3HNREsF4J/lBKq7QxXO5oE6XyWuS30q9W4WXbWGE7rB1oxIzdgrxrA/zzYbo2ncIv+Sw0BqjK0KnYMQUSQf4dgdgNqrkftv0JkaIsjVxdU1d0jkZcWEcH3X4VdWbhCTxIWRg8x04npXdRGanLmuhgfsRIoIJ9ZbL6QW0sOVC+b0FMUbFdjA6k/iztZx7X1BiY6STlDxVQwkO+WzkgfSTIQeyVMqENP0T6bHAaj7FCcQeINMJQXlIAQTL2IhD9tR3KSxMt2VurvfoZz0397rzL3sZlikO/3HGxrFlETI1fMBSfS5tKfpRqC55w7bS4hlYk4g6azsPIf7ym2y9tE1ONymcPysMIlYHxBnu+GR3TNp9LKx1CQIreS1tYj9cwnsRKt+TzPzVGqsjIAWdTpXqBYu2KQn2AEaW3vzERdm1KFNGD1z3mmKush+nL026hYKFqwznPAQiToJXX1JaNaQCJjmDZMGlyv7747biyLUviX7bHrqs24mj8krbrqS9L2pfBW/2Ta3LoRJu9PGAccW37gxkVgOQZzlhxOmR+6tLXoN5FEvZyK8cultHQcfLwZw9JSmwD0uFbOioXk4cPWmiUo5G9U1Id9uHZKfz8hTeu/vKgCeRKvOTDuUreEaDw+AaGz/i7XoVYmYwtjKCqq7C4eqtDd9Pxpc+O1qaEvsZSkqOpq+zFU7UVFpCeWgFWEJ2Dmi4IVXx3OC8pcpD/VuRJpzkpIyLpXY/U2EjvWjw/ifEk31gUHAskKIAY0RVDdXREIxqqr2FFgyTMXXGodcHBIaK/65WINfsi1JrPicH8ncGh2UUC5REvOwAjReaoUJWG2wmeuxx8Hj+QPV/Sj8V5twNLdNB0lIDnLydHO7QxonvjnTCbGxn7PKbcRUPJ4OJdVoQCsu6dIRY741zyAOq1ScQGZlQpJO8rEs488eh7KqoXYNBwYdFf3vkKuIs1v3Mzbo2q/Sfz2YKSfJPnknH/AoVwDLcT49UEwM0Mnr60hU8+fSPQ1FmZL8YdGJ5n0vxFkY9jEAv20s5jhS5acvIkL+ohFVE1Ns8g0KFiWORoIE/75VdsYH5mU4bB12q5lt/PmPIzNt1jBv+1ktAVyiWTDyTon8DgIuUedCcC9k9XaK4AH3z6DpKPinxgYnv8u8t3wc2jikaOJ4OnsWKRZTH970GOimsaKPLkmIHTwRrkPMNs/K5y6AzZ+WRdzEOFnVsn2D9dwU8jqooidj9z5Y2otxfPLwD5XEi/aY1vrM3hv/LOAv4qBW6D1Fjpc47DqXqH87QIvgYnRUal2N4SBr5ooHOZtF7QxipFJPnSJEsdsw9S9MEqmb1kD6qzuYsOu19xFv2a5JrIqwiJUET0pihqhClJRdKZftgmcl3mkmFoL7bnX3tBvVWh15TkVknSbFj4pKTZkc3vEHLidIL3RIanBPz0R+/G9GIoNn5KEtdCFfkQiREZxsACJUIUmpFXow9RJYSKZmLqX+qD1NEQwcbQo49fvgV/dM8rIGW0Zdzp+cPaDiYmxSElPSrGp+KwEGUpKRXEjPLY29bha8uYY4PobWI6ufr6FpfvVPTCSgEwJgLOINSArQPWHCfDVlXJtARRlBaFeNDzehj8txgD6dC3Odmw8FIH1EkY574AtOaWRa+0EZP6NDBCWs5R0Emo6aDj+amNR6Mxv2xAOyu4ceQ5srl6etEtVpgFbmBNwOPfuoa4VqcDS3INjP6+KPjqcKdcgJqSCzv6zmbVYt3OEZpKFbBD7suwXgCPf7SAE+87O3aADpofwOQEV+2DxZyT3rsIPPbWCXDiKCXUWrPwHnVLSt9gziRiQPlEDqF2jI2PCZ/tEJMiNYSRpRwNlY8jeUx9oHuvVy2O2H38m8/djY3H7WjuTe5nXishUmGuwIQMxFYEYp7qqQPOxGTI1IZgc7aPqHaA+Ng69u47hrBGCe5AuYVoXDYljCamLd6/6VKVK9Nzsu5ubGA6xmobVVBuhZaehqqdFQPmm5Sjkdh36IsOARfeBFx9SZNhrjZDRMa9zRmekw3WPO8pmVwpkEOoYmFADXXcwTMlAd0Tzo+VV5KZ854i0UdvuYKrt1tsPhlw/lM3AJWFn1iEGkAdsFHN8ZOf+DrUeyBSggqwTEhQJ9rr/MyontsP9p0ez9I9p9by0HmwoOeaxXsuJIOr35k9bCAnNHRJs055IHqD7X6Ci682uPoSi24zYtp0WHdz/PQn78ba+RJ6SPNO+yw5dQKt8z5Y3Li1jcffss6GusgSyv+cBZJ3rgtw8wh4gzsmFxDWJ/CNQagjbOMxdR3lzTmbkrUji4IAOXfBORr8DHY0zEJdJOnL/IhcpqrjHckb53J+mJxTModROzIMek+QrCe/sUJ7xBXQqToZLxGoMknLaBRPXqxqbiDjpHWx4j5kOSe5bi+25197QRkaDXPPx4o848QIUzJBwC33jlpkb7FsYMesKqd+r8HahT5tfME2Ot5ksRBmrECpg0sOryETkRkqn6LQaI8q5LBTERuT/+4QUNmQlRJOpn7wwknc+AdICaW6jSrHZnAgOKsMq3J8iCyhA8gjFCwmtsMdb3kYYWILvu7OO7Sxwtu+4rO48rKReU/GDR2ide2xUc0RqwhT17kKsQuccCsG3vDwLilqh/rMAjNM4TEdCV3z+68s5eJkJUMmvxTEceRd++HE89fE4OxAuStCqznsYjIkgUQpKkpVZSjZn9ZrThx0iglI09OaSAl5fbRwiLjjmx+GXyetUg6zaDPrVBQDWisrkek3gxgaEXARW9UMW24fsbactE6MbYnJaDDn4PF7ieiMzLusd7MimqEIuggWxYdox4bGLNaYRYvXveVz6I+vl6xnYrzyewwQxS8rtKSMkOEixkBlA0xTJ5rXyFE4YSaCc0W+lLTArFPCRGd9hOkNQmfR9pSgKwZb97HjOPpQX+RDlPOYIxLJaxkogkPUmTEpMqajL1OiKhFjTE0HREoYb65GbD5scOLTgGdDI+n5LK9qQ2xdsXaJDUfIMrRimhwkgZS3fV8Tg1I7hJiElYZGeqfsCe2ipXfNUSHyKcVE+yxy2bCh/aY3PYDt2036u7PCGmUW3o2QYwQYJIKM1AkUzHNDT/1CTsRBxpNa/5SUzVTcSoGe9RWu9Ov4xpu/gP07Wmw+vItTHwNi7eAnRNtu64BNN8ex35+i3g2JllQYFhPDljhktFMFXAk7KkXc6E6WTRtmo0nCY00Z8tGQkeuG84dy/RQFI6H7zCyJPiannQkAeour7RTVa65i/44WcavH1qTFum2x9Ydr2HyqT8U8C4hkBBY97Q4v37qAE994roguiXI8izUlU889XEsG/Mvqp+E3avgGCA3gKs+R3Y4JJzJbojTPEyKEDUIA4DlyMg81O7si95vm0Fg60xMVraboVpH+wpDiaGbv6b6v//rPoT1islwwEtGIRJHMfYbaR+VCSAtisD4WX7+HyQ40GacnIpLrvYncuZ5+rvf2gjI0RJEs2BrSIeNLwVt8j96kM0CidlOeMGcCTn/4WUwuzouIBgBK2hwKMVD4O7IwzwqQouvTSWHpu4OOjXnlpY+6/0aEkklCqbIB88tTHPvwE6MevAWY0MA7NwYxkKYhL+I5CdGgsgH/8+2/jFCbPGbhKI8Gf+P076G9qePviiKsfrNBUVWeWFaEL9whvQ8xhBzKAylFD6IdzOniFErfedISnCAngyvFKT2PD+UxpQ+DVyUHWERK/DehNH4kGZqSPpGMTu1tArJBWxubYFNyuBQRDbvo3UqGgsxDzN47a+hd+ZoXk8mHWiWGiokAP3cI/SO+dw/b02RuuRmxl1Q2GYZCfUpJtKXBI+Mnpq/BXNpYrgtkB4B+LwAynGZg5JFhwF5CWPwvt/4XdFs11SIQWkjV5IAOsi51Lk3MDoAUfbN0nxS94fehC6uV91fFCbViGYDYZyNmzbbYsHMceyBg/bHdQh5JdCitteSkyHKFDNfIEZPsTQTIMJVKwLWhPBLbRdR7EVtP9jh2/w7ChAyJvEZJERfWNaGgzo4YLft47kJmtZmHCrPQkPHDl6ZK90sMyKA3AI+vD24BOkXRTfHcZ+Xfmoj/842/hfmZvvhbIk6wi8ci7dPspCiiyyYX7aRp4fe7uIwO3TL7X14HpHySYrgXGnzzkftx+sYrqJ54Fsc/fZVphYFYkUExsT1O33MV1V5I1NRi3KdIe4LBAVBnj4ZPJQpzrfBjkRL8wIjH8NokUxZpyXVkgxxHI06gYp5kTWpGJWDuK7z55kdw5sbLqNc6rNctpqbFqY/vYXJBsSZyK5O6Zf/Q/rxtchF/+6W/XTgaYqD5amOF2HUwnYdrqbbJLdU+wsQh1ECoIqoqYGI9phLRGMis5FgBWAHnKfeGa11IMngoDhQxViorjozINVUWnSUyRxLdNZGeOws1fuyWX0O3IUWETXqXtQkQKvMEnRIH1wAuuOzVDyN8mWZeFwkkh82L7fnXXlBvtQjJq0WfWY2u8Yb6+mcvw3TjiV9mIMykReBQSZAr5fYqCJAeI2Nyo+qL6SzCMxcXrl11v2KulmFMARqXgl5FEMTo1U1Lh5ZS0gCCjdxe7cNNl6WK0/MEulNWwl5dHyJ1CQPo1NilWlm9Bk+BHNyi0Cydl+fahv0Vpaw4oJHf8bLbHNLjmN6V0xNyiG5CHZiSC2AktyeOGqarWgErG/bxi3TlSKGtEA1e3awXYx31wok3UCuaI12wBgOcOQojGMYebh6UYSSGQsX00s12gN3LSfCrktaTUavnUucpqcE6qEiRKFQecLMItzPPUdGxpis9q3W4jOa7iN6OwUAXbj+0OMvffvBxQeMs3eLfL632gCZDdVa9jaXVpwfPSc8aaWNFRA/TFrI+eN666HC6uoqtyRxxNiO2NCBHp1lGume3meAA0PA6t2JIK5l/TB7PWDR2tI3K2fHvFre8VhmqI/y8rn2wuHF6BVuTOawLOQ/p0j7MfMlZw8b+sO/rdo5XNeeVw8Ik4yw1BW2dCrRY6gaZYXTroPGU/zuaKD3QY3Th2EPNn3rGK+uAIVI1Gc8Y30dFV5Yt8cG1sbQ4cj/iAWvvxfZl267/ONWfUEsbnGnfNK+zRVzEgPJBaYbfX6Vc8/fkNs4EfHB2E7BTYeTIyE0lfYtCEDCIKES5lMLa2kurPfbDfiyjVqS6GjEn515DG3qXDjxvlDEhUAAgJyCPVc+WFhjiEqNJRRaFxo8iGiq5mNt2mOK/7t18bYMaefaBly6RrCvnY2BYjo59OC/alljSPzfyEpMn0IA0C5NvYJO7rHx2Vv6euw+CilsGtLefokdsV/jj7ZsJX6xxw6J8q8P3OdkOIxS74uks/4h0YgpsbSHxNXlvy6+OJSjr6NNot8XwQxYrqyilAaA9CoQzJ7K4GBgCRV+UkT36+JFOJQOQlSX5GdpxYpAThAt0wTD3wBDVMdVlyONa1acss+gd9Ow93795g+ElARPbZSpk3Sd904X+GnRssBiG/Aj1M/UpPR4A8MHZTTC7rFUpI1B70se7v3yBrjImxqCoOTKw6K0vxMRA1oeYKcF94Fw62kw56dtyReeUc5TPs6UF8K6xfaY9i4cun8Txwd+XGmb82GVMeHb49+fYkiMgZngeAFRVQGN7fs/iEFrllZHfkgdSOqn0++iig7/9DGCJcti2Bh+dH0vJ+RTBlZylWLh4SztF8rRKR4DIM2sC7J13IFbq3BZHBuLiWhqcjenPKccsG64e4863hXV9zQYgf21wm/2TFlunjiqjzqTI7XXdtKPpemjXU1+WtC/pW333u9+NN73pTdja2sINN9yA7/me78H9999fXDObzfCud70LJ0+exObmJt75znfi/Pnz1/wsKV5GFTNt2vxwktiUsezLjIk0WUacGVlpM+rQT9hkRPzLh74Va0/kAw0YHpghe0gCkgJECkEZIk0KqBJGJgDWE4RhgQ1q+HaN4aJNEZUl5gtT5FlE5fHKcBbdXfEILTtLRHGLEhKNSMw5fbBJmJXJtKLcsj4T00Dhe4vtforOW/TrxByyxgl9pgqIlUuF6oylCtSPzU7gH33624s5z+8wwAyUhajnddBSoq/ACZTCRfMhczIyGasUQFHqtVFZ1LNAojQ08q4HXrb0rhBTYaThszV0KrCxIUUXl0G8REEPap40C0yRDI58gJhgUo4HADz1DeswHth41OHDn3kZ/uPnvhq+lryFyIX/wqiCVtQY0VtgwQBYLWW9UjrSpUEKY5I3vZW54z0jCcFig5gxhTCq36qv1lCekLFl5V6YmHJmoHKihuPZf2mLZ7/yGEpIAcGMANrjDTzLL5thg2MTqPsnlcGZtYbyNPI+DMEWhlnLfP2uDXAt5XTEWhmKHJShHCVPfVKFM4fypJi3JBMM9j0VITv/NQ7t0YBp02GzmlOOiMlGaX6fzMQUoJizpMikSmS1RAfsTCxqJgH0rv75g2/D2lMZXlI7T4q5RcGatdCGBBncCkN0JP9Gf7YQaV7SfKQCkRk2RWu49xb7ocF2WMPcO8SeoDhB8p8qoGl6nKquAk2N0BiGVEVUXDCuhpxhyrE2dFgNa9MMxvQz574Wl+47sbT/5ZdH/qTyPxIJgCnnX7Ohjc2VON48sz7pRG3jDfa7Che7DQCgc6PqsG7n5HhheSjnX3ku5/mOkaCWBGW1VHCWz2uB+3TR4alv2EK3WcPNAporBv/qibeiX7PwUyA2zDhle0yML6OdY3NVsAzSO5/7CrXxeOpbTyNOyHhKhqWjM53yjKRAoRlfawoSps/mveAJRhmR4KmUYK5YstT6FaNJIst6z8g6knNJO2UEJnr51RGXX7OV1jYi5Wu+2J5/7UtqaLz//e/Hu971LnzoQx/Cb/7mb6LrOrz97W/H7u5uuuZHf/RH8cu//Mv4+Z//ebz//e/Hk08+ie/7vu+75mdJ9WbDLEVSKVVTzmnGEFI6SjpA2QIHRjRM9ig9/eGzOPZ5v0SgmKLSrOCWie7VFF4srZwKpl8nUgXxBFi16QcJW6RskqFBuMvIiamKOeqAcQHZoBkW70rPiYb6xsngooDOQ42OE0w1e5J45wKAGEyBgfW9xaX5OmFUtyr4zYDNusVRtw9bB87RIPyxCMZH9k6g+Y0jpZG2MPflvwsYAOdEHNiUl1oObuifYdP85dGkSrxiVOo5SZ+JS1xRGmrdTbNsFf0y2biODsQExOQHuXie+kpaY5lW12OkerrJCejRIBEnJO9eoKRji4BjbzkH1wYcf6DHyT+q4P7oCMKEolJw4KTysJCjMdpGIIZS4ViPecyYNxEwvM9IQSDloA0K95wuLoueDSeADOWsxMv95GBtjIdj1imqFJ/3YWU9GuNTAr5WNMTYvvuVX8AzX61zNIwyxg3qhPFWipLKvRnOWZYbSOxu8B6mp8rDSbHwGQIiuUEIAXbm4WaUmB5rh1DzmFg+VpZyAaZShEwXKRxDeigDKniHnW6CWajxkm94FP5Ej6NrMxx1+6wM2lHlJbFLKUNs5itsh4ZYtCLJ9sb1qBEz65pFMgovfvAsjjzMjFQuYuJ6rJt5UqjGHDWrOP5lT4wF0YZNMPUSzXN6TQEwkeQl5dRAKc7003UOV7spLvt1zNoa6DrAWoTGcj4AMK17nK2uIKzVzHpEhkbtKNm/XkKJLM6NQunW8szkCNbHPvsSnL4XHEHKSrnIrUAvbeEZybGglPwkq1J+i0nzr/Nflk2uOIGENMN4wHQG867GhRnRGB+ZznCkVrli1o4r+zGfQeD9LQx4lMScGQARgNY7zEON6i3Poj1Wod7tMX024o8/8RJ0Gxb9FIh1QM25hVPN2LfU2Mj3N14SwcnQMG9/Fn5apb0fHeW7Uf5HB4lgp72jDH6fmBOzfPFsuO5FIHFz8CuY2g4T1iWGtNUAeP2uQGtgcZmJrHvNGx7BxdeavL57OjtebM+/9iU1NN773vfiB3/wB/Ha174Wb3jDG/DTP/3TePTRR3HvvfcCAK5cuYKf/MmfxD//5/8cb33rW3HXXXfhp37qp/DBD34QH/rQh67pWZQw21OSFB860UXy7ktSk0E6ZLQAsiaMQqsKAcGCUTyhgsc8/fGArYd283eGLZJCLgpLCBlOEH1AYp4CSAmEYp1iryQ42VpX0Bblo/ACiVAyEtGIlLQ6UNIWsO/qsB/CJIqhDDxCpIjFrIAmZpismIqST6xO+bOk9PYWu31DnvI1g7jmsVHPccTuw7mAWFcqokEY3Kf3tnD2t89nATdUPhciGrrfw0ENMLgoDc2UCJrWzQpPlWoLsDGJWKi5EYXfiKExklci1MXDiEY0UjGcqAkjUxPCIq/3YVP31lCPgnnGKCzw8Hv8nls+LP7Rnb8E44HNBy7h1D1XcfrjLXxjs/JtV/RjVEOj55vFsMbipVElVhZrig1ffq9dqBIkgvauTftnqV45pDiFimiAGMggzFUqGTxB/hjmMrZG/tINH8aNr3y6YBnSEQ1JcI4sq4ZeS920kyLTgLJckURwnv7obSFDZsxuY9sebk6FDMljnply9JikanhWbqDWilLAU4V7IPQUiehihX/wkv+CtSMzbDZzbLoZNmyLouYKzzFFAENWTgKAaNCGCrthAuNJcYkc0agN2NBmpYzf05l7O2w+OkvKWmNzRKOAiC3Ig8WIqIGCA8kZsqKVEeKwmOjMzcPCJ4MqG2i+d9jra2z7NXTe0fu0hmE6BrGKWK873OB2ECYVQk0RDU184rRlKr8PGutgWBsP1jj+0WdWjnXo0JEx63tG5cxbmH91Fo1FLyOUASiON5mr3qBtHS7PiDJ9q55jq5phw/Da0hENbkneSlI5P4Si8Qy19JkeVpwWs1Dj773q19FuWNj9HtPLAcc+a9GvAX4agTqkqNnUoNwrg2aiYYMpR068J8dIbTz+yWt+CX5ik1wW+TJhamrYmI1ls2Q5JicJObUkIphyTNR536jobnJsYEk0jt/RAsyxMAopWvff3/x+4KW76Z2BiQ6+HNoQevql/PlyaNfVW71y5QoA4MQJCsfee++96LoOb3vb29I1r3rVq3DbbbfhD//wD0fvMZ/PcfXq1eKnaEqIaYUwsQataE4bGfrvIxvOGPr72vk57JW9A++dmnjtDvtqRJFID9adGBME3GcOU0NDxYzCDSuv04purlSoy+JJ9LfAfT5MxECMr8478pRVBqYKSbkhdh8UyohFxKyvEB569MD7r+y39HPlhfRrVWXuosVQCN2FvJrDPPO5NFnvC1C6kccrw+qQo+IvlsvNmYivnxJFqrm8DXfuWUzO76pIgb52/EkHJQaSkrZ6wkbvrBTv0QJlh9yqci+5X+5XPuhTpFB5AMdYjaS9qrmAO45cLCI42rByMmY2apf2V0eAeP8JzCQ7N1jpx5LtKOxUfaSJ1NAJVmAERueyFpnlyUgrDsdokgL3ponBpO7R2B4NFww8KP9kyArUwSXDiWRZoCj0iKyant9HtT1Xci+kHI3DOAoObCPfXxYRyfUN9LXlDfJYDSm+7F2PESRXTKYUhiGDYmJ8SX+c6s8E2GskZVAdoT4jorkSgaefLT9/LvJrrCuFMbbcuTXatIGtaKcb17NRnHNxlsOXaCDi8JLmoYrp8bOEee3rpk8i1IDxAW4eML0Yk2FuZO7FKQUAI/rEAoU6P1/klUPAt6ztUI4GshNIHJsJbXBAnlT5v5m5S9Pmyt7WkHGkrtN1FkucRaPPLf/3dc3TOLa1XzjYXmSden626+athhDwd/7O38HXf/3X4yu+4isAAOfOnUPTNDh27Fhx7ZkzZ3Du3LnR+7z73e/G0aNH08+tt94KQCWdKupBvUFT095b5A111U/xgf0bR5+5kOin7rtsswc5JIC0ARe83Ooz7TkN0aA7YuBPbKqIgU03WcYMI8LHuoCKPR/moOT2QSsw9UsOq8Q3z83Qw5kiMo9TK6ZEZSodzQoEgkEXiAq4nwLWkafy8/MzmO9MkOpWKM/NauapvOSHnslVLUeSru0kXdoX9edMm7t4WSriBq2gHfbZIXsJFbY2VUEGViq9z6UlGtXo0EVP3PYAQ4lsVr6R81uu+RkmjgUxrrmtgsIMldMxhquxrmujaehc0EbRKKU0JEFdtCAsfdeFoqT7W1y05Lu3nEGs3YJsAbLsSWtd1jvn+Sxj7LOIK08Tvx5gbjqjHiS3N5iHGvuxxbTpMHU9tv0aPrZ3+9L7+WSp5/4TTr5CvxExO0aRz82qxUfmN1DRSLXuPCxmp9fQH5mmyFWONg0e9lzXmXp3QmENZMUQyGfLqpYcMwo2qffYpO7hbrkJOvIdHUXpPzq/taxOr/bbx+YbcLPxc+KwrTtigNOLORpDB4oZWcdDx4dOZNZ5I4ftHkGaIoY01hE6f0oZxbKWVzVtqyc4qco5UA4jz9F6gTtJ9HVIPw0AH9i/MUdLVu3bEb2AolxqX6q2EGlW91/G/Gb4MT4S4iDlOAEpWv/R+TG42fL6UNfSijNf/UO/rxfb869dN4bGu971LnzqU5/Cz/3cz31R9/mxH/sxXLlyJf089thjABg6BZ+8ctnTgMQ/TcnhOSSplYwvzM/gH3z6HcsfHLPgiCxUpDAPtIKlBUsEos+5DBkukz2Pcp00ETY7L+tw8bVbMH2E7YG2JbiKcZELjo1IMAPC6dYem24Ow5W1wYpoNIOKn4N7FHJ5yYFMHmKqDwIuCkbQD4t5cMQMU9AQsmLDibkx5M+liM/ObAIA2L/BYDJtcazexy89/nqsPdRwgTCec05yNyYCpsR3S5P6IEZ7rEaahsakg2SIW0aGItQovb0axwoMDl913z64pPAmCJ1EFNI6QOlhU/NWNNVnQNYg5R4J+4nkJFHdmLjcWORE1CIJXTWNR8/9pm62ocIs1NiJHdyMQb91hTCt4GtVNVrmboRhaGFcY//mZpZ49jOdK5LSnJOfM+66jQ4+Cm4aC3tVv8cg/yk8nsP+RMpVUEnIsjZr0xfyYOw1BhiGZsRirUhz8t5WUc1KX2Q9pQiOxZPfcgzdkaZMqI4EAfGwaCMVB4x9T9n0zOIUK04qZkiY0ElTYdKcgBoH8gQApjfu4plvOJvegQkG6C0Xn1vDk97jxo2ruHX9Ej63fwN+5lNfU0Kn+FmUP5CLmRkPmN5gv69x2a8j3DrD5dcEnL35Em6ZXMK7P/9nUW+LZ5n60weHp7+6xtU7pggNECcBW9UcG5zPJMXUCNu+2hjWzHMua576gvTPIWQo5/4N9mGhWJoSOsUVr+e+wjzUuOnIVTz91pvFrU5fryPWqg7/4nPfCj9x8A3JfbhI8B3T4f/x4Hdi7VxJRyxNO7rGDGJ5pzsv63DprtOj8yLyo4CDJkKDmOWkisBYhLx2JO8oeerZIThSXDblualzVGCBobfw/NzKBExMzzLRsEOuHL/OiaM9iARNpgKKYoCDz6jMALYXDa9JghqS3KW5ty5iUvUIMPgHn34HTBdynQsgCfYiJ0+ez/Kq53yyMBKntTZmWWrjINF9aOXFvKY8zdHM19iNDVWgDzQfTUVQr3c/9O1YO6/gpDxtBxJxLBFOOoLigyn2sv9ygE6JoXc9/Vzn7bp4qz/yIz+CX/mVX8H73vc+3HLLLenvZ8+eRdu2uHz5cnH9+fPncfbs2dF7TSYTHDlypPgBgIntKOHbMRtMopwLaDhJM+FDpWi3Urw/u30WzXuPjj4zeUYlOmCBSlhMuNq4xjgCuWCfJPnq0DgJlCopxBmLTJ67eajxptc+iGffQKwwtgN8R4aGdRGBcfC6CYY61MDGpMXRah+uCkDlECpKEpcaFakVdQDo71QFO6ikvTwmGhd7ZFnYIgC2B4I3mPmavCainPGYhF6vixYIJiXaGQ+Y1mB/ViNGg/2bexxZn+F0s40Ln7oBJz7jEWpmnXKRq94SRt44O6q8jgq/qN+hGr428EBKmnDSiwCXsH6tDJsk3IePSu8zsmdyECkZnB+5YF0kw01HelAqn3L46Grx1kSsG49YR8Jps6HR2J4VXvWO81TkJPQlbRSuxGs3BovWO2yHKS4HwM2oKFqcNghTB99kgyfjxUP2lg/aApQAUAqIYjUafNeog9uwoZEVB6ZWFSYm6kHa/8WaHrPXdY4GN41UskYZ+5bHymuzhs/e1MEz6H3z/tGKjjpLpB4JrbFVzDUhK3msKPXRwUeLzW87h/mxqkhoFScHFb7jZPC+p8TXSM/wjSWD1YKUdpYFE9vlgn0aX69e3dff+hAufHNL78GTTIA32G9rXO7X8bnuJO7cuoBXTM/hgas34NjvTrPCr1pZxI6cLLYz2O9qXOi38OY7HsJXf9UX8B03fxqvWXsC2+8/g+mlkHIUjAW6aHHk65/G5TuBfmpgph7H6j1sWc+yRFeGHz/El+pYA6M4RkrCT5FUeV82G2m6CrrcV/Zhl4g/Yk7e7y32uxp7vsHrjz6By2/bBwIl98MAZq3HZj3H/gdOwU8sVQuvAVMFTBxVjz73gZtx9OE+yzLuW4ZNrrZgPQze9NoH8fSbyvkolEi5rXjJozJiDLJRys6PxGSXCAVIm5eq4cnA1lMs8EeWoSYEIhvxEaYHFbtkJqOJ7bHu5iQTna7MvfgOI+d7QIzwmJ0S8JlIwXhK3N/3NfZCRc/uKJIbLRAaMjZc5TFxPbrg0Pz6Ubi5T2shDv0FIq9UXk5gZiihoU3QQW7Z0AjkbLR6n2bSDC86R1SGa2+x1ze47Nepqrkn+TJtiKHr3O/fjKOP9Ikkg5x6ocxdlbUt/eHnBZ2fxWtAn/eB6ZnFYeD760IlfbH9Cbcv6VuNMeJHfuRH8Iu/+Iv4nd/5Hdxxxx3F53fddRfqusZv//Zvp7/df//9ePTRR3H33Xdf07Nqw1UzjcmHpTAwiafRIMGOUsITb5Indo7i7G88yYdoKZnIaBCFhzaisxzRcJJgirThrD5NlAJp+H/7oOoY6IrRMXtWfuDsH+Doyy/BdGRoBI5oWBtywuZwvtnAWqs7bLoZXOUTz3ru28Dzpj1ICpcJVnTGWowGUSflBYPoDVpfsTGhxsSNvMtkaIiQtSx8+nmFGIHpqX0cn+7jRLWLo58HjnzmYkFVbJlq07JHeWk7RJHEEoNL48zwB6T3aUDRMgt+xyORpCBGJd8vef+Dil4tSfYmTx1yEu2IkittqPyQIkMHnUQ0jAt8qCdrRI2Z/q3phospUYrXQoiexyXRn3ngg3efKr3HpoKfOPLwuUgRDUN777kU8lvWtNG0EIVipdtEjmgkKIJaKwqKlz3p+p5iIWpGOMNzIp7XCM2+JKxTCb4pbDeqiVfWJ0MDOd8glBdbIDMpGbMoV4rxZgeGjPf//YqfR7tp83wEWd8msQ55GKDrmRUvJg8wvT8ATqI0PGagUB6z/KQ+/Znjn8J3vu6PeVxZsei9xdVuiie6E3jF9Bxe0lzA+e0t3PD7zywml0PobdW7DJGSfnuHS90G3nHyE/jbN/8WvuvIx/GS6lnc+If7aK76JCPAEY2/+/LfRHdrS7U7Go8j1Qzr4mTStV5GF1n5v2Oe3VUwRxmPEGvoug76Ox42wVkSm1IAwF70vdDgtetP4Idf/3tMDEIKYtV4bFRznP3wjIyMht6ZwE5r0+PMRzqsP7q9Oh9lpD6Nbn/97O/jhldfWOi3kFjw/yiDOcMCNRU8bEyskLKuE8zXkqOPTLXlckIMAPgBYxuzqVlQRHFqOBm7Mml96ZbJN8o97pVTAsqAl0TtPjrsxpoM6K5nQgJOwq/I0dDYHh4WZ//r4zBtP4o6CKLJ+6AcclSnR2h0A8sfPe2GZemUIxrJ0TF4v8kg03vfU0RwL0zgupgiGhN2lp75SIf1x3bTe5F9oeGkaf2OhWh1i1nWdSyfjQ901rNB9WJ7/rUv6Vt917vehf/wH/4DfvZnfxZbW1s4d+4czp07h/39fQDA0aNH8Tf+xt/A3/27fxfve9/7cO+99+Kv/bW/hrvvvhtvfvObr+lZKbdgSQ5G8hJCbRqTP591FfxjT6T7HbSfSgrQReNEN21IaGE9VIg1XOal1UXcsLlTCCO52fIcDVJ6cjI1Bp7VgxXwYYG1sRYU7CuPSyecYfQALqpAixIXgMjCZ23SpoOy2aYkY42BFeGXknGBhXlYicsfNtXHUc/6sJkD1sWIgSNwlrHwZ4p2XEvTnnUwJbOJhXGUmYAOft+HguMOrhFjuIXNuTqSSMxKqA69L0smXFWRWcZwoFGp2iKCIMOJ6AKsVryutQ3Ww7KaIbotJgFLZ5cY9c+hr28SD7f4Rgb7kQpr2hxFk2cNmHLkHZJnc/Uzz1ZX8IaNx1TH6UfqruyFBltuH1t2hrZ3wFNPYxkzl0/GdpYTsuZurZ/Fa+pd3OQ81m2P+ukd2C4WMj/A4HXNU2jWW3JQuEUmJr0OvtgCd8ugSGWu1Pj3RCYOzwfP9Ldbdh9vXH+wcFIIfXlzfrv0bCsY0vTpPZi9+XMaj+zbl9YXcevW5eXjToMu509Dp6jDvI50SLfYN6vnf6FCeRycqfLcZOyX1y/sIb0vZCwDZ1N2MtDwKOJRJchjypdREMLK0vj6Rx5LZezHioOm5xZOxnHiivQdM15nZKks0/S9vH+odg7/zWQ42/TCDHavzfdL7+sgWZb7uiwfcuiA++J22p9OM/H6+7ne25e0Mvh73vMeAMBb3vKW4u8/9VM/hR/8wR8EAPz4j/84rLV45zvfifl8jm/7tm/Dv/pX/+qan+XAtQNUzYiEwRX8pyjeg7ayKjDo4OpfdiOiY4+3pU3aCPZ85J6Z1lTdWxkZC0lnMV/iGWIR2RixfQQ6g0/t3oxur1nw1IRosOY67J+qEBryfDSmh7XMVqIULIGkDGsbHFahCdFivW5hX31norIVmNQqSM5QkddeMBm7Szh3zwZcGf5eEH6r9E8taA8c00iflcAFgF/ZOw3bqs9WNXUIjt17peAYrAdpfmCcGU80yR+Y3Qw3s4guZtpl/eUVBvC1sE4JTCfG7LFKB421KBiSTB5kmSB9wDpb8dmB61MGw3MksLX8cbj2U27V9dpbKcZd0uwNUuTkud5/2A44beS9kGGlTnQtWyS6BoKaxlfcBrPX5muVcqhhpRLRSHCpFcPS0D6CsKk6OqLEGYByrMadBdLvdNCCIlTzUGEWa8ziHgKA/7rz2tHv+2iwFyvUtUe/BtS1R217/Ob+jXAzrKQMXtWGsk0ifAv7YSA7DmraIMxyI0Mr07yFCNsB7W6Dz109DVs7FVUD05oH6GKswwjsYfq0ygGQDCGlkJf9zmeAlgWZrGXo6KN/HpbZr2AMTHs991cMu2gM5XapoZSU2KG8DxQTpM474ZberTbMtXPHRuXgcTkPZdAWHEtpbypjB4P6RsnJFvDB/TuAqzUgZyS3pUYBj88Hi1lsMDtu4FoDvxZYT/AJpjmMjgDjjJujz0CpFA+NaDo/OEfzxfa8a19SQyMusXJ1m06n+Imf+An8xE/8xBf1rMZ2lATGBd6kYJ/AbXRVbc3SI5CHQm+IkT5kgd9Fh8ffuoGTnyGwSawiGk66IyGvML/jE5GrkIZcKZvoUBVUJnCORiTO67mvMG17VDOguurwGw++CvX5Gn4aECskobAXJjjR7OLi6wxwtMWJyR5OuB00lae6IoPxOuTDqIAJWaWkGrDRpowRHuDN61fwR++4HTf97jasj7C9Abxw5rvCW1hAk3hOjYS/OUFMojWV81iv2pz7UjmCiTmD6ELGjdqwqNwetg2XJH9ZG3/JU20pudIh4u/d87248XJOao4D+zIh6+R9shEVo0Ebq7QXxjzY9P7HK5qHaFl5FEx/hO0ibGuw1zf4p/f9d5hcNPANEGpdQdan9Z6jP6v3o/44KVWKa17Wr09YYjKEJXE5eVcZsuhY6VmATmkjecxaHL5PnS801oZKdQRScvSKSMEwuuELD536Xdi2GeJRKhohOTRS7oZqWsEL0RQQOfmoIBTQCtlY5/V74d+yhvVa0bUoJEejiw5bdh+PfvtR3P6LF/N8SJFTlhc6wb0xvA/7gbKt/i25SLoGRvAWbaiw5ydATYqLswFo6lz7JS01xnbzvBvByfdA3zts91Nc6I/grNvBbqzw4/d8K15ldwk2aGgOYqBcsXP+CI6szfDkmR43re/jhNvFP/zUO7D2dMxYdAuuzTOg8BxMeyEbACSygAiAC7DOYp0KQ0YDGBc4OuvLSLu8wpgr19N9cnHWXACVaodMTQf0HrYLaHYimidqPNDehDs35vB1rgruqpAiwuRhywXrhvLqmlrhHc+00V3qN1K/EzxQan5YpFpWU9NxrmCef2tDgldaE4sIgI7wp6jwYH2RjKVrhNmqFs185EwOMhmxhGBlpq8qfQbO95LaV210CwZAgoZxVfDaesDUC4q7MbGMVgzOfYHZzkKNmc7V43tIvtuP3/et2PpChkOPvdc4nCNmdrzUb+DKK+nscCfnODHZw5bbp31Y2bSP6J6ZrZNYvMbPWT+i48lfPGju8hp50dB4vrYXDCBualpOjHXJyJAEYqlsm3HPomSwMpS4BRenK/Lmf+nbHsLeaU4IriM26jblaMBp40VtPBU2BOM9IwutLrpUsE+Epy4ONIsV5t7BzD3qvYDmioH51BY2njDop5z4a0hw7oUGNzaXcforz+PosT2cmVzFSbeDSd0za5NJAtHZXKdiIUE3GSLKM5vGQr9CNHjZ+gXc/u0PsTKAhCue9+RxHA5fvhckHyFSIp/t83djNKhtwGbVYsvu0+FZV1xEjN5l7XLxMLPq1NRK/ZjyrF8Ty3SCkxQuIhiXiz2e+pUpps+0q6E3MaT3LEp5z/kMCQ+s5nKsDa8ReBUlyHLV9R6wLeFu2z84ibXzEX6ikhIT+5FSiAetiDAd4A8o8kYCecV7phulC9jIcMjKhcwd4iik8Zo8ytYuhZ5I1ELqRohXTVOEembIScNNcLxDGF5qDSX6TBvYuaD3FVcGF+a7EQ+hQAszs41m86IL3RCmZDD6/vKY8/dzEqZXBj0gyeCei2p20eFktYOv/rOfASoiI4A1Kfcr2phkhSjLxLomsnPRcBWDWCehGk/QKcKHN/CwROZgA0xVEY7eLcqJTowkz8ngvYHvHa60UzzZHcezYQ1P9sdx5r0NK0k817zn9voGj7UncWZ9G1s3buPGjas4We2g/p2j2HqiSzl84lE/bORB5FexzriA5SzUOcfLAbaKXNehT6xrY0pvx8qrJsiApyjQvq+xGybYDRMgBNjWY3LV48hDwPFPOPRbNTsY6EyquDJ1Dc9Fa83S/X/YJjIx76ucS9BGm51GgfrdeYpcRYt0DhuuzC4V71OOjB3kaJiwsM+TQRYt4D3lNhROqrx3iLTDw4pRPNiDEnmivnrFyCZ7g4xwKZQrinoMlpxoEOgRrRcyziNQRdSVx5rrMDE9jHNLZQB9Mf9OfeB6Ul10mPPf0+UsX2rj0X/4OE5+uk2VwZe8NJhiHxrMuwpPt1u49bXncPwrnsEtpy/hhuk2tuwMsbbkoE3oAUXCIW2Js0qcGsMIE+UfOYRg09q2nLx/3bd4Hf5c5+3L4K3+ybTaBEwNktIvgswAyaskIcLCiw+U7DbSInlURGH5sdt+Fe1R2mxRMftQEuLB7qKUmCWhdpClL0qp/IRIh8ws1vDBwnQ93Dyi2gO2HolYeyYg1FkgiDJ1zO3hO276NE5t7uJ4vYct26IShUjGywm6lNSaw+sZVpVhZEmI8QEOZMXupuYS/tHtvwQAlOTFwkxwrMX3kQVP+kC8SaIIyTt0Hmu2ZfYwUG0GZ5KXNcO+YsJ3L1fCVr6Oog0939nbnQ3RE+9/FO7KTBmpS26WlD/yVKZ3PaAy1qFy1RGMebhJiYvpYCImHmDeVzj1yQ7TyyElgzvHHkKBKRwwT7nfavDDv3EzbChrmtTsTlQRDYERcESD8iwO6MABnx++ICaS8Thk7RqiM/R7XMCB872GxmruL7ISkQz0kBmGDjPn0t+xPy9ZY4nNbuQeorgm6EXUnl9A6JYpojHDP7vlV0ghDTEl7g6LwhHhQI/a2GxkaHtcbTQPm7z9FFExCJ4UqHkguUARjZijlQPDUxTYpNCzshR6MiCu+DViPPPrOPH7j0PIP4D8rjrvcLHfxPFmH7ccvYKTk11s2X2cvncXzYV9HqNRnlvtXBlCPM3g/4GFZGHeDxLREIhqZRhei8X1KzA2X3jqs4c9sAEzDzU5b7wH+oBqL2DjXI+jD3bwE0tGRhWTV73ivR91REN1/jnno4hMg0r25RwtUfhNMKl4nl5LxhD1bG1C8fcIJM/5MtYpaTq/z/iSqGEInXJYztYWUgQpJgNc9kaKXKUK5GxcAewcHABEZI8nKu+A2vYZCWDSMZDHIX0NIa/vmJZUNuDkD7wvHUfeTn6mx/TBZzEktMj3l3MW6d6yRq/2a3j72c/im2/8PF669SyOV3vYMC2dES7vexghjSEDsIDiAaOGSHrWACEQI1JEA+xUfLE9/9oLxtAAgO2ROGJOSI2LgueQaz5Eg7NuL3HMwyCxsWj4zoJiYSNM0yy5p4WZTla+oaiUcusB18bEPDKEfFgEHK32mGHLJ8aHMUz1cymiplttPG6q+qxksrD2XAX4mtpAkVtIGsTgswP6PsTAflFD1Tr39g5MGO/X2PNG4TB/Ek2MUo4suFlInO6Sk/Sn0RK7TFMDbrCI/5TPktFIkZr3a16Tw3sN2sIalHyG9PIP97xrWptLDdvBbyAZpeV1ZmEt3uDWBwqEMiKS3Bys+cNO5YqxLXpLFy/O8EO5n0kYex8twRF3dpX81UYlGVyV9Zi6jqIoiHC7cxg/5Fo7XFuatxAlibd0VGT6ZYvdOH4GFGMFCg+mvKu0dmuKFFOUJ8LNQzqLsqNIHEnqrFvlFHkubZU842WX+ixKsILhFM1kR9+hHtHUh9pb9iC1x/K9UCrHh2kLS9UgRcVKNsdruO1YH4bbjt+rmwWYebfYr1XCJBq2rQy23AxHq31MXJ9grQWV/X+rtoJN8cX25d++pDkaf5rtXHcM/8+nXs/QDfYm2MwGIRtKe7NwkOIahW3CYTdW2L/JIzQObqvD0XqGddulAlDauylt68g+9r/ulWguzoqEOTlEdr7x5Zg82xUHTOCwdBcr9N7C9C1MH+HmdHiEihhl5JDpvMPVfoqLfhNddFivWmy6GX7l6lfi3OMncMTNVDGrLNTFg5fQXTwfThR9gyzUC6OGPXFExUEHH1NZzrsKF/ojCYMrRo6ueUD/yFSOFOXJNkttKEEtOFB+iRh3OhpjA4pkUm4LykDMh/AYI5C8D2F4yVAgJH5ygY4UtREGyphHTtxPMLgIxm+zp1PRIwMo3gX1dbAOo8mJ1zDoIN5dUjTs3ODCpS3cMrXop+LZBNeN6bl4JVYeIH4o+AtldTxpUaI0kqj67F3HcfyzdR4bKz7C7V5Wmh/vBz+w+F99cC4U7Cu86GMe5+xVuxYWsqUMYOp+xZ9t3oeJ3pajbdqjOWpRDIz0A8/f4fJQdVnk9jqZlP6+eGPNbBPSdXmYEtnQiiuATO+MvKcKucD3LeoCKXx4H5ieG5keeBjFShE89jobodD2RhWxq0rPsjMoWPgi7bmr/ZSIK6oOR6p9hog4gtpwzQ1REqUtY0fTY+RQmRofyeC9MMG+rwkWxPkSE9fjoflp/ML5r07PK2FiNsNJffZuG4YDieyoTY/Ld9+CrYd2yalgoOiIDcF3HMP3TM7RKKJPxTgP1vZCzNTRdHZFiu5ECQhwDRA5A7jeyd68weWwDj8xCdaVa8yEhahZyhlELOlti3mitXXpzTdj89H9tGe04hpgSmXfCIWuKe7jo0V/usX+XXeg3ukTosAniJbIceS9mWjKS/mQ90FMjFe18TDOLYdNAWkNFWPQ51DKdYqFwUFFhw3X7VpB0RyDgrRRQci+d1wLpIGPFmu2xbptMTGeIYxmce8vowsZcVpIE9iqkD8EqZuVxvmn7IV6Di3Jr+ukXU99WdZeMBGN+3fP4A9+43VcsI/w6nARlQuYpkRxpGJNANIOTZ5ydfClkKOnpLyLfh0ve/WTsK+7grMnr+CW6SWcsD1XQuY8AiVYPCzecOYJPPLtVuEwkZRPAHjsuwLmJ+sC5uCjSUmAbe+AeYtqz6PaowPGTwz8xKSCfa13eGa+iSfmx3GlX8fJyS7OVlfwcw/chaN/XCNMqsSNb1xg5WEA8WDDzIAUAWGiiJI4z40OGAohzyJgvCeltwVca7C73+CR+Sm6VhLyrRg2oYRWCExoACmrrce6nZPwqyUZHKkA3MT2RCOo3yM3gZERJC0U+l1mBFJfYMHng2GIQgUEgh3Eig7IhgtgoapSgbGxsDyhH9SYuOp5HywlwnqBUCBFH4ZNG6OiMIuyMYtsYHQero2odwHz2Bq6DYt208BPgFhHTBinPbUdjFNJ8/rgxlhug1J8i4EpKacM5Y6TIy9+2z62X7qBxJvPMDfLCaBUgyQrEJmPnX4t5IoM9uQC7GqZwiTKH+Swy8rQgrExXAOqeepUnpOoP1P3MRqiSYrG1JL3fBV0ysvca289t4OKqC10OZYHOCkqFA8UY1eKR4JlSx9sYkjqIpMbaKpOSZLmnChKsI2oDSlPuqjX2NiGybqxN2j7KkdYQUpMdHZ0HzmEVMTO+ADXgWsXWOx1NXb9JOeBWUMFPVWuR4wkE8/PjyBEg2P1Pm5oruKEbRGaCrG2RS6KZXjYgpGhlFiZbw+r8il4nFL93K9hx08QalKwp02HDdfi41duwX2/eSdGczRipgM3ISSl3XgDzwVQ9zwlgz/1jhahcbAtOWlCbSgRvCHDyVQBk6rP+YiVYRz/ATVDxtaXMvgk76ZwhsWcz4Cuh20DXBth58DO7hSPtSfRrRt0GwZ+EtE0PdZciw0b+GyWfC46nycMQ66sL2RVHMjIc9/RYv/GaTZA+UwNKsHYgehtF9YnD6GLDq9+yVN4/K011XfoY6pYPQ9VQUUuRjPl4XD+IRsJBE2TczWfTVPTEeS3cGgCAnMOvIYiQ8AEcib5mWRI2+RQklwNkS+U4+KK/CbtlPHKSBEiBdMb9J3D1W6Ki/0GAgyOVDOcqHZwzArsNhc61rBJzQY2PLKsCcmpIXMsTsM2VGijQwwW6H0q4mn6w67CF9uXU3vBGBqP7h7HS355JyWaDasTT0TBs3kzaY9K2qzWpA0j7B/7vsblsI4fvOWD+HMv/zheeexp3D55BidsQxWZa5u9anyfEA2++dgDeOc3/FFRZEgOfB8t3v31v4D5EZcVS35eHxx2Q4O+d4izGdysR70XAQPyEjVZgZ93FS63azg/38LVforTzQ5OV1cRP7OF0x/fR2jY2+0AYwnylRJ0kecBBjDMA56ogEe9cJzoBQPTB2JA6sjD3s8rPD47XnhGCrKWaGEiFfAxvUp+ZA9ejAa18dgwPTOp5ErF4OjC1HZobA8Yi2E9EYFWDD1BQtNZQLJEPgaJInHSdoxJ2XJVwNR16fCAMSknZ+iZBEAJhkWyIhUam4eKEv/TfNO7tIh8kCNFQ3TkICX4hgpd5HyYzsPNI+qdiPUnDbp1i37DwE8jYhXQVD0b1h2MjQRrWiXbWQkda0bNUeE9jEgVpv/JG38R27doXHY+/IT9qjGSK1R2ZMyzKvNqMAKVG/Gkp/kbzF32vNqUTH9QI0UA2cCQLcLvQiIG0idS4ijyVTtJmuaxJnmQ+ytGlWadysbl4Q7gIGEHMaQl/yLk/rViPEoOFMsynSAPAB2Y2lIMFt6v4pRwirHPQhlP6idXJGaDbpisy3tA9oiTKImqjUJ9yEGtWaxYSQpsXCMltO70Tc6FgMgIZKdDpJyQi/N1BBgcq/dwutrGCecQG4vQKMOE8wdIHqoil4MmCckp+hCyggouJnilX8NuT4ZGmERMmw5rrsWDl07itl+7khRPuiES/XIXK5JXPqT3JQnIXSDZsWHn+Kdv/gWE2pJ8icScFWpktrlaGxqen8fFTo1Jq381xIbXGKTydyYuGBq05PyoYXrlbJoZ9HsVnuqOoV838GtAnERM6x7rrsVU5GdiEiSmQSpEx0nz4lkfOEY8LP7J1/4i9k7nqFlm9iujjSn6NmLYhWjwHWc+idfd/XleX0jVv3uVdC6RJe0cpMT9fG5KP606m6a2Y6IDO4jqD+ZZJaPnXB+DPjpe/yFHAnifkQMOgHO5aC+fJ4WclGKEfL5aD/Sdw27XYLufAgC23AzH3B6Osg6jC3EWBUg18kHJqeVQQvolxQ9jNAA7JEUevNief+0FY2jsdTXMfQ8nD060MW1QSgaHEg4ZOrWyJc8oMUF95eRx3LX+EE5NdrBlZ5iYqlCuhu3m+hK+89jHSsVFhR3fufkMfANoWlM5gAIsUcFxEqBr2dPukBinANrwc19h5mvMQ4Wp7bBhWkwuAvW5K5QoybrYYUDhiQtc+rOkRoiPA++lB2JvsdsTHjl5e1UroAfDOZHnI7JXGCnSIoJaEgeTl3sInTrAZycJ0tJK2cyHTMgHiUBHatPDjNRFKP5PwQyGxoIkGA4uXWxDClzk6EOmwUSCKjTbkaqC18qwTus9Zs/giBRIFZjTs5f0aaGPef36aPGO9QvoNwbXmEHOwuItcj9WvLNVbHDAIve+XlPaMDiojSlfBdXwsrkZKNzi/S/w2ddwrh62v4f+/th64sUwNu9JwWND2CBHAp0RKtrlibbSknGj9vZC38zi/i0+jsrwVknXfXA5CpbYhcr++EAyEQDJQzvH1FQp6bUwmDAweA8iLVB7W4xEH4jCt4+WZXREzQ6u/XkD89mHVt83yUTk9Yvs1HGIeOfGJURLMBREZI85y1ldmd4ie9zHoFPX0lL0DQPZBhXB8hFWjNreYs83JJcqEPMjO7cS7azJZ6aujZRznBb74aPB924+jX4t9yf1STUa/8gNlEy4szmHbzr5uXR+yTk/Sggh8yCf6eelsykmZ1aC2WJczudk7ZjfOV+sCQIErqafl/IpFPvbaJdVMd3kjJCIia/go8WEnVG1cXSvwT4ywHLolOrPsnEK1CxG5AhUXHxf12WL1+HPdd5eMIaGAXKBHvVjMMDeLjnchkqRCNUYM4f2LJJvjyASPX5zf42q0nI7SIEc/yz/li5IxGO61iK+5OYkcLQ3Bexh0HdeUDL5MC8O1cGqTVjy4dSMyeqYITd0AMXC2IA32Okn8FMViTCL3pHDtCTXlfKj77FAbytzJ6HjsYTYkWZirrdAYwoprC/wn8S6YfN8HXxf6pPAVfDy2+AnLnvstdG0bA7Uv714wUOgtSAGUYLvoFR4wYnhGvN8GGUjHg7CI9e8b3YE1b4M2qjx0W83XikjtdE1oYyUoq6Lal8soYFuh03YLyBYxVhFGS/zgJ6r3eDHhjY0nEQRX/huZp0B1MEe8zjH3u8wUqG3l4fFe/cmhaxb2sZ49ZXcOOhaep4yqkeSSBMVtYb8pXuW79MiwkeLX987nvaMNgLl3S1dT0PFGigx/IGUqn1fow8W7aalHA2uD2FMXDxzxgxt8mjlZ0ape0JnT0DMxhffQ8NykKK2g8KRg+cN2+L88RpZkaOlixRqtizLUdzz860UGcuMTB6/uX8j7FwpyCayMRvwufYMPnHp5pXGZ9lvFEr6yjbyakMUGC9SxHLZcxaWqclRF/naEGZUMDou9Gf87Eq5b5EdUyoiKQx+Yuwvk+eZjpg7HvMY/Mg+/I39DZhe+oxCVxjOw7I2DDrLficYGvIEfpkozS+2a28vGENjUvVAU1PdBQ6lG5drRtQS6VA1L7KXXCmvIR9shnM09voGF/0mzvkjaKPD8WoXR+wMf/sjfwmTq6EsPDXYpCn0rEKknbfMl90NMPlI0KkuOrzm9Hk8+mePAX3ICcZQz4gU8g3REJWi7bHpZli3RLuLypW1DUDjHRaREuFiTEzFk3hC8kDUAdPFig5IydGQmhhzi8evHMXsuEO3aRCamOBrhRBWArAQUkYKLjF8SWA/FkVycTWk20tzrQ7tgVFW6XGpMYmiMA8V9nyD2HYMT4uY1AR/SNApWyb967vFaBC9RypOFOjQ7XuiqHz4u49jdrJK4xGjYOg10oqhztHoYAlv23m4NsAy8Yh4DoMDTBUIwmN7jgrFAw0jrbzod6GjT0Xi4qD96D1/AZuPq0iRNmqHX1jSjwVlB/n7xK2fFabhGZ2eMXS+FQqRSX8rfo80L2MewMV0FEePJ1rAWFKWSM6A14lZ6O9o9ePk0JDn0/21d1uGGIGCMrLYQ2pMAYO/K6+twEOK53C3olKghESjMh5ddPgfPvhXUO35JCtEUcxFAm3ycItTJBM9GFZyxo8jo+ZY8mBoD4UEwSJ4ixSKczkhXMlVqUfgOQeuYrpRD4O/+8G/ADv3CJzDpyF+RFgQllK/iuKUYZkZHmZ7g/msxvn9Lex0E2y/xMBs9jjazLDpZqgqTg5WybsL45e8NT5zTISiBSZ623nsYNuQrFDJQyQykgjnCL43tV2Sn1LfRnveAaSox7ImclQcMMMipF5VaUfXw3Se4bOA27X4xPmb4SdAvxZhmoBp1WPdzfE/3fO9mZ6diwwK5PDfPXk3vvBHtyXEwXhUQww81XelpK9qJmbIVwepl+EpEtMDwXO0TOVo5Geoe7PzJpHOMHQy6xk9YF1huMvXCyU/qDzF4hxy2I0NzNzDzT3lJwFYqzqsmzk/t6zhs0AsItCpmPcGZD35inIhDe3av/2hv4x6ty+hfdBsnSFBjouzaUVLkZnIqAzZx3wmvtief+2FY2i4HqauCSPLGFzBTk9Nh6lxGV8vXmAVbk56kjIyTDAIPRWcutRv4Fx3DF2scLa6gmN2H6f+8xqaS23KCRmFqHDoWQ5+yfugwzJXVRWlIh+mFd564j7c8W0PwQieUw5kEV5sCMVIjBsT22PL7mPdRC54l/HIJBBzgpc1MSVUpwRQI6wwoVToCvnILEjRMj43ZIzunsXlyxvYP2XQbhGkBy6ybs1KIx8UOuIg4xLFshZlvHhXyMnFJkI44nNysaoEPTA0jAGzgujEtpjm3HuLNjjs+waYzynZvglYq3tsujkbGjblnmivT3HAqdoguaIx5fh83bf/MfZP2XKul0EFtBeKsdpdtLB9BNoOdu7h2LtMOUJAZJx2xjsLxEx5EJe0oXewYGsasEENPcYnfmUdRz6/K18tlBphGHLyPsfGmu5bGobFOoUaA8N6ABXtKCw+/lhHqQCifMVqz1zRlwErjL5X0R9LY21Sjobuq/pZNl7VhsrSmAEmOSmxSODnvxX3R6m8huyUIGYbB8cRPHqYYoqzgLEheaJnocat/6lCtdOuHFPG8+e9JTUhQjJwlDNg0F9dy8CECNOrBOneJCYmSmR3SVnTyefwOpcmYGp6dLHCrT9fwc56zuFTMhFUg0mvtcV+EeY8wHICuDhYyNjo5xUu7G5ir2uw/9I5No/s4/hkD0fdPmrngbpaMDxFGQOQEt/FeEEAIhNJzEOF7bBGZ0XniZ7XILEPhioS6UnlubYTGbspD6KQWQfTg6fIcOQK39EUzhNEqvMkydFxPodtiaCimkVUuwZXn9yCn0b49YBq0mOt6rBlZzj9K1NsnOuScwQWaKzHxHb47H234Jb3dQkWhCXLpDCgk5E+shiTkZ5lRIhAz0bqLNRkIHFBSKn+vQg/XLx3Usoll88FZvsixkSB9epo/GhTeZsmGHhvMeMijabtYOZdiiJu1nMcsTNmYyyNZWniyIgqyoQIWG+A3qLnc87DojFEb3vTLzSottuc28rGy0J+3Fj0FIZkiJ5zIO33LjqGf6u6JM+NXfpPtSVd7Tr6ud7bC8bQoCJQVUn7xp5GgpOQN7qIPAw9AdwKT2Cgitc7/QRX/DoVu3L7mBiP4x96Em63K7xG42HHfPCK50IKa2lhaICU2OZh8PrJY/iRW34nJQoWEQ0DSCIcAEhVVEoEFqFhC8NK830vJoNH5d1jbW2hyBT9DlF5L7149ugn7lXoNwA/JY+VeHsKby4naw89sQKNcsjGlOTcUN9DWRRt0LecDzFyOqV/D98zHzJ8qMe+p4S7mozUic2VfbGEcapkTtIRMVLu5qHC37/pveg2TTHfC+H2YZNDn4uBJYWElS/E7NGMju5HnrUedXJ352eudPqpd5EjQ0bN0/jXTvzRBVTnL+fn8Bwn76nO97lGaZRhU6XyMdZWQeVWg7dW3TP/OwKlV57lSIQ2qgKcwsYXjtAlSiz9zhcmY0aGrr52mByOzCaGwtgQhTkVJctfyF0wed8ZNuytifCwWH/fp2Fm/cp3AKD00ipFcOG5q8bArDvJ2JME6ahlZ9ZEs/Jp0vNob1F+lY8G6+//LEzni/NBy3+pTJ1ysUbGKQxRGi5EuWkGe/MaXbA4cWobW9M5NlyLDTtH7UKpdC5rOsqrWIj6KF542vv6fVH1bxDLm8ledcpHHFAsq5YohpfOvzbQDYQpEEAiFUjFWX0AEikIYFugueTI0dXETKhhOxz/o/Oor8wH3niKsE+fqrD28UdLp8jAmRMQin2hI32rcrKMWofiaQ8QBRhk2IXl31+QKwKjTecqzb14/80wP2a0P4HHEIv+UQS7guk9GUKerm/YgZRQGWqNLk3wj3k/Imb6XIDWu0PE1gc+D7vfKaOo7PeyiPsqWVTIGXb8JYatLwOl+cV27e0FY2hU7EmI+pAXZQ4BD3QxYRGHQn9VGDlBGpCL0TnBwfZsng8Eo24JxzoQjMAA7TFQKEK07JHr0iF0mOYQ8fluStCaES/y0gOGlcOD4C4LHnytVEiY1gDRxnygH9RWjS3N7YiXZUkLJ7YQa5fm22D5O5Zr+ugQooE9fgyhRoLdJdz9SDK4blXt4U6d4PGULC09a9gpeoTDTQuQ4QupDXDpxaFscmLlI/0R9LN65b0l2nZQWxkN6X1h2B1CF15xs/x7GXZe7r+SPQejDriVTdipFm90wBeTnAnjyZOHnY9r6K+rAtzpUzlXgNtBhoj2/A5rAgzbcH5ju1gkTLex5PLCSDrkRIQxoz39rxm/bkmTveBMBLqy/3odHa6uRLkHc8QGACvfMRo4G1P0NLEZGpsdIwNFzotAADCMYIWY8/UW2ogRkZxIYxHM56DhLSNqEBYuAMCp45Rgr+dDBJzJ9MEOgQwlII/fKthyAND3OFRT83Qtw9JFEIv8khWOlIV7jJwBOR9t5CYHOEjopkiOAIDf+YlNxJogWGFCaIX72rOwEhFYoXPQPRf7EjGyb2RfHzI35lraaHL9i4bG87K9YAyNqesR66rg6KbiZeTl/+H7vh9rF6IKzZK33Q3D5sP8gUgFp9pQkfIP8hhPTQQql8KYqY4GN4lKyD0NY0FNTyHSUaWAn6d5ytvoclhdha8BsCCP/Dx61VPb4u/c9xexfj6mmiLiqbA2M2PUg6iAeDHlsxRNMKpv3DxyvQrhIiePloGdWwQXEQXO42Lp3dbDPlCJk7waepdUeJFpKLVHZzBvj3/bcczOrmfvqg2Y2A4NPKLJ1dzFOPK9w35fo4sWz77lNsxOB0zWO2zVhLNeNz1i5diQNeI4LYZy+8mLOPedd+TCW4wtD53F5fkaPtOeRHSAnxqO9IQEBSuWwoA5KfJaauHIK5QiGny5wPYc4bSl7sc/fvg7sHb/hGllF9dm+bzSYIxauVH5ETlR1IwfInJLw3C5FVqAeO8WlBntTUsQP5dzq3jvpms4+lYoAGkrK8UaI4nDfK0OgAUa4ABCCYYdKTgJkNamcwqjTRstRzmR+7vKoaH7KzkWZXIwfd5Fh5tPXcZT77gtTxmvf4AhLyseoz2/BeUvrxGBlAJZCaciZHYUhqffcVbelJyKAqXIUDbdvSxfxEtOyc8mUXQyVW4kHH0bKiVXc7QgzYP0iyNMQtyR1pBi7ZOCrqOF+gb7QXI0yJkiTEskz8F1Cjpv4WzAWtVh082xbueobYBxi1TcAMnsImF2CAELOW+glTMkxpxLI1A3F1E5n+RJYncSiE8yqlYnvQ/3f4gEyx0WYRSYURcdnnjHWfTHprBdSFFtirRGoIpUi0hqI9UV1z0B07TGRB9OY3GKUemAPq+MYA4+kHUYuR5GIIZG0/Ww7ICMHa2tA+9vAKlNFHnuRc+oTU/QKcnJGVHekzNDE6lEihTJ+t4LEzzxLUfQnVyHbww2b7mKG6dX8A8+8Q40VzzXl0KSh4s5GoHXkoYVMnQSJbQw7QuTHWGj/R20RGstFpI8Pso74OhvANO+MzPZlwF0KkNnr6Of67y9YAyNddcCk4awq5xoVlUB04roDef/+QZsPtEmwRsNcoLxmERh4YQA9N5hp28wC+QhppwPKpxDyeci0GNx2nk5SHqdNE0JwpoLXjcRhsJT3sGVG1XCj2w8iBIvXvMN02L+azfgyKOzlKORxmtybYN6oGSQfiQHVeADrDwcxZPVcXXe2HYwcw/bUtjcMZd6dIBvImIdYJ1frN1BNxsoJFop5DFaNuAcUFVc8dr0lAw+Uh+CkulqvOw7voDtmyvKaQDgXFQQKDVsViSDN9hpG7Shwvm3dbA37+Hk1i5OTvZwzO1hwwZKrF8CkQsw+JbTD6D+ngswwrHPlXLj3OLybA0f3n0ZJ0gCoeHkTa5RIEpB2S8DhGw8zUJNhkbfQ5JR5d0JtW1V+XRwP/6BW3HmI/OlFJekOEmxsGzcyIFcNLeoxNOfQ5FAmAegvas5B2ChD+IZjepzbrIvKxNgBAKoIFTLFKahMeGV8p4UukET5TtBAumPCh5jkrKcHyQODSRlipTaXPiKDu64tL+6loZONpc+ZJgO0nsJ0eDrTz+Ite85X4obpRCHwf21xzSzxtmUt5KgXgpSJMoLQXFCqiOzypMaBE5ZQEVznQOJCqc8KpVfJe+hKIzGRewsG+2+t+i8QycKYYgZhiMvmeWcFFAT3LypK0TH8jBh0ZEiEKm+x0jTUCHxvBtPcCHXAra1bGg41Dbg6GQfm26ODTsnkpIBpDfNFyv0JkLh2CVPgwzxBJ0arF2dF2hcQO2kYFyb12BRMC4bjgtwzYHlJwahB0djJUdDJeW33qGNFe74ni9gdqKB67hoX8dGYSoi6LFR0VzEpkZsLBUa5JyyqevpMweYapA0PyZaeF3pda3zyjTJwZBCXehd98IEu34CzFu4eYSbA+gt5n21nJI7Glgw65NV+9tliK3ULyoMEXX26vmO4uBRTinvc/9u+LbHsXdDAz8B/uztn8Udkws49l82MH1mlotU2pF7U2dp76cEbCQDMRv8vGmcpf4KDC8ZePmegZlzxnxLQa1JDV/NrGQG0QfKt+KaJS+25197wRgaE0uWfkrKduBCOqScnv29Z9E8vVtgEcXrKp7TtPm1MAvEsiHKP4DSc+lsTgxTe0g8AZLLIImDZhUeVG3SLhJfvOBgh8ogAEiUQr7jGGp15g+uoH7qak7wYi+wtRlK5oaPN5IwTQduYi0x5bikrkMbHRAoOVHqOpByzQK4jkAdUxRlLBdhzMOsvYup+qqlcVLSZkw5GkMvdgQpav+vl/z/MD9hUpK9c5QkLfU50q5ghT56i3lXofUOb3n1Azh7fBsn1vZwpNrHup1jakwSxlEdgFoYf9Xaw/gHr/hljjgge2+8wV5b4+H9k4hVRGjAazOoxPvSyNDvOFd7Jtx6DGW+Tnq/nAszYUPyxKc91j77VEqaXxm+1x78pJgrlyLK7y+8taGxIcregTC8UjyNJTcS61QufqXHsjS/ZWi4Dp4z9rVUqwRIirKWA4VXW/fXsoHOHs3aZIM0jszdqlZGmvir6bdJhv5XrT+Cf3jnf164Nh3uI01HPeQ6HeUp8PxKKQXATDoK/qPvO2pAIc2bjjYGTrZdlrwbQmanIkVpIPeCQRtcWpsxxuKEKyIaKRrTp4gGRPlWnttFqOigb1EMJVvkaCCCIxr0E3sLzxGNjarFuptjw7SorU+kG3p+pZVrrowcaAO4EyMOSEq4GLKGKWQrS0YVrUHkPIKBDF/aFtYHR95DhGaeClxYLkSD//WOX0C3bmC67GBBNOTpryjSkipmV5ZYvzgZ3LmAiSNjMNpYeNcXZAVy0c0iH2tkYGEEwmjY/u2jJRYvXyH2PkViTE9GFTl+lk8WyVqV72kjnM0OPGHJK9639EuiidJ35Wgz3iCycTkLNf6nO34V7RGDUBt869ancXN9CSd/9zHYK3vpXIeKPi44S8XYUJHFYR4LjdUu7P1rhdklo27QvEQ0ApHZWD8ue19sX/6tOviS50e71K0thCozZCfCzFpgbbLgkdMHjTFlWH8MggHQofNIr6rTLpFLASS4zAgEgrwvIxta3axIYh3glYdNj8O25PUu5mPFQaMPomEtgMM0UShIqBmA4SwAEoXwqu/qtgx7nbxxw0NkKMhhsGVi6kb67ooxRfVONlyL2nlUwm4F4GEuQijPGzsIG+MxNTMeU1ZUTeSEcF9xeDoyZGNhgKP9ArIS3G1WaKaTxZEo5VCa7XEgrr54iPZ+Dy/5b4DfPaiVFcFHFNz/xs/X7xCgaRIlOEGnjAGYsY6qvFs80rf5MxxSwTuoDd5JbXocs/vj1z6XtuL9riQrGGuklS+VVasKNAJIXuluo0I9bQqDL2PYLcG5DliXhazgmkKAeidKSTuoOJm0fgpgfS0pVsmA00bOMHrLRBJL28g5YGKOBI1+pVAM6ZcY9o/07ahCd6htPPbedGRAHs7tqHVZ1o98V9dQGlNokxNqSd8OysU6qA0hoWK4VdYDx7Yg8Eh4ing4dmyUN1m87zLCgMOuI+qbWkPIfeyiw5adoV8jZrGp7YjBaU46TPFsJffTGRfG+7BqPcm9/pu1JWfL9dgGwJQvebue+rKsvWAiGn/0qZeRx6Rijm6nPbw95yuUHi3NFlM0rXSFXDgJIGH+cHcKP/CJH6RreYazJ7C8VRcrZPwtebmDN9j1DTogez6V8po9SjlpjR4y+AEJJmMIYjIx7B1yJntdDIpVIILfRxTzARsTdMpi3AumCzUF2ATpMkLrKh4LmQtLGN3EyDE8UCI9Q7xNkteS7BXuQ3pXfA85UM1gXkRI70VStA17PDO/vABiTf4eHzKdpzyNXd+gth7rjLO+0B/BD33irwIxZijCoKV3BZPxseLtbA3aeYUnd48iNBF+CoD54yeOMb3LBHxU1WKjxVNfX2Hv1Wfz+hSvpkFicElwJQPFkpUPJv0ozVCUDUV1GA3nWf5f93FBeVsyFpnvJc9P8IxIY5Fcooklxq8SBjIo6LfM0F8loJMCUnrYpeJ9UpYFl8746Vmo4YNNFKmximgqepcX+iP4K5/8a+RYUEqg7u/onKj9rCFtRWQlUMVrwT7rmhXS8pwM5lr9W0OYiqbeX85dyAXghI2pgP+Y7IQZjaSofdnHDBfVFNR63UlxVA+Dp76uws4rjmWDL2gHjCEYqzWUEyViQA1JGLMcInnTE5yI+5/w7Vn+L3qF+ZdSUC+93uPSm84WzG8CdQohU43XLIsrO2CdGlmrsv6h5kI7pGaxonU5YAiTiIUw+1UMgP/Lf/zXUO36HFlT70yK+g3PvIJgAjmqHvldaQrhEAk6RfU9uEZCr6BfysHj2Dm0bjvAmQw1ZjgsRTR6RiFYxEGOxuia0vOGfHaMRSX1D+WF0To8O7mKJ95xFrYLqPYi6qsGl/bWcMLtAE2t1kp+YGOYtayymaLXaXbCngxMa8vcNpl7LQPEGJCoAyMd5t5hLzS47Ndx5VU9tl/d4oiZ46Tdg5k0QF1RRGO4FxfmqTQOjSIs8KVCkKGExdcHN079Lf9sxxxkrCsFWfQqIvZlkaPxYrvm9oIxNG58v0FoHHxN+QGoAurK54Jr1iI6VUsjbX7aQMbE5MlIoX8uOKVp4QDg/tmN2PzZo6R8aiNhsOc8JzYiUn6FZdx+aB22uwlmkQ8gCY6o74tC30XO0dCc8YWhQQJsYqko0tR4GocIbWC5QFK1AKKjEPDEdlTHghVVraRqgd5Gh+gD0HsYyT/pWJAYUEKwowJywu++NFLC4wnRoAtVSmZNHjAnVJUBjfGsXCovIhuEnsPOl0NDrFuB5nat6bDpZpgODJ2k5HiDrnPY7RpcaadYr1ocq/dxtNrDU+0xbP3MkTSPyVAdedddrAi7zbhy2wO2NehmFc5f2UJYi+g3PczEY9p0CdZH7ydDUzR8inJi6d7f8LZP4sIb6mR4pj4wfKJ2AbUJ6Z6GD7wxI0CMo1yAjOYLcZzpRt9D4HV6HRXXAMlAUn9I72oBrRLKz6Wa8MR2mNie1nKVjSqdW1X2AwtN2KSKYl9p3SjlNUFULEF2IgrFyXuL1jtcDWsUnXKW6sTUEU3VY822eKo9iupnThDEbUTBOyhamI14VsR9LN8L11RJcmHgCc8F2cbvn5LNeayJA1+UFjWP1sZUG6AWur4lciQll0ebrTu1N0VxFRKJGE2aY1nnAg2TOhnf8LZP4tlXVzwHMRUuA6imxZywN6lujfRb5qFxfer71HSUkJ2cTIagOqpeQFK8B95sWV49y/Lv/tqP4tzXAQghQUFEhqSUF6EaNyT7olKgRTbmubM5MTgZVUgQpTZQTkqCiwnNtnKYWRtS4TsPi8nPnEB9ZZYT98XxY0acakAZvYvKGI0WfbCZUpvzlaI3/A5qzKLk0AhkNL97w/2yJmLL9IiVhZ8YhAkQ6oiaa39smJadXbnOkHg/kjNQRwq0MSNGBDjiyEgBUmp1snWez1mo8bLJedz5fQ/A9AHNdsD0osHO9hRnqyuI06Z0wnEjiBcQawffkEPTVBG1DQkeRo6+RQKOYr4BPkyz3KXcH4LwbvdTXPSb+Mavug/f/VUfxwnX4aaqR1ybIDYVguSApfeK0feanpcMeRTJ4EVhXulrpHumXA7JeVEGfYZqWtQY5JqqYzkZNFHVw3nR0HhetheMoXH0o08h1MyyxJ4GKThVSxEdPmSyRyuHdYcte3kNYzvzhjrfHsGRX/0kX5gFyphgSUWsxOPvAfQGM08sR0MjRWA8gOBSLWGRgWxkDJo1ERMngi6kiEbRLwOUCV5ALLCmSPOV61iMS8oU0QgBOWk2J6vLvJDCEtA4z/UxlHU0aHnMyhMkje8jPOXLWGJCpGJSu7FJTDXRUjG1qelIATPIRoocrsL44R1mvkbjyEBdty2u9lN612TRKW+unktWtFhB1O/a9gBai/lug1gFoAlwVUCdEu9XS95cg8Dg79/0Xuzd7KHP3HwwZ0WCYAoolKbxtWlkAIrmcYChN6vvka/TRsWqAY08n5X69G+VS1RJRGNg0EsV+dFq74dsJh2YpcGhE5olmhC9YUaYBl3gfeMAVLS+J7bH5X4dx3/1M/TdpFTiQPggeN7l+ZILYGL2BCKaQmFP+Gc15rFE3zQ0pfADpATYEQNx6IFNcyxOB6BQohYLnOVxagiCOBHo3xCvRQFtAZBYlv7+Te/F/s2qUGlyAJtUVwaGDJYid4FbxZE9qdguTEAFLSwvKcc1BZbJlexgsfgfTr0fJ192MUVyU0RDyW2p35GLZqro8pIWF+YjExBI3ZCcT6PegSViCQuKavhocPRXPw27VxZXjGoNHia3ScYbgYVoS2SnDhm8yBFtro8kjYxVmoOpYQPPGSL4UPkblAMERGeTjF0W/Vnsb/knqncdlPEGiNMwqvk8W13B/+f2X4LtA+q9gHonIuxVOGbblOs5NKyJ/AKIFUXHqOhgrm6uqdBTF2X+o1mMmCkjSAyOPlCB190wwfef/jB+8MQfYN0YHLUSzSgjc9HEcdkiuR96fw2MB6kbs5DvODbv2hEkcx0t1Q0a/D2q6CMLnfQuvixyNOJ1+HOdtxeMoYHeDxSRDBMCIKc9/3vJPQ4BYhUMZpzP6fcS3C8ApRBkpUXyGDrv0vfSPUae5/OJXnZ1icGxOCbwcxY/GyZwidF1f3eEFOQDDkd75jTgLAp2m2tscqgCrEREmxmC5COl+MjvBbYjpUCFaOHXgG7TwjdU7MiZgIf7TZj5MEacf4lSnypay7tuWxSsG2NKe5FPo8cGSEKpGLgJlpLWJpZiuBOTULSclD562eI907SYpeudoF76hBhfV2P3OIiqdWXTh1XyesXi7xnbHbLHTRkZC2t9haQbwyUPv17QUXN/EowFSId0Fx2ciei2amLKGVTRja3kaMiDlveLLhz952h/ZS2MjuNg0XVw07rGKsPoWpuafz3HhYc0FjYKrXVlJGk5sdCWyO2FNfpF5hr5aDE1pCBLZ/UYMokXRdqe7Lfw9N7Wgfdtj1YwG+sFXE7aaOL8yH7U7yvO5kCIK51Fq5p2bsjeSQo7X1NAlYZLZfD/KW9BImesJDsbk5FHcv5PYhGPDUj9M+YxrVuXoa49YFqLh7tjSKxRY93hOZWoi87/2w0TfLq9qdQ15GtaL5hE2JMnFvso0CaWM7XpMTEeXYz4bJvncNifw7Qxp8pBLRHaLMmbPFQ/mgCT6kvhy0JpfrFde3vhGBqTBn7iEGrymBjlaZwaT54ABXuJhmhPi7A5kDfyCmuSoDs2s+GMKZ6R6BC76IC+h031JgC7b/H0ziZqExBqwnoKt7s8XkLXKRdizMJVB5skNApGlCg2TVbIlUcrRIOWIy3JM+Yiz1eHd338L2PziVDSuapxibB65C/cBH90LVUH1/himUpnxxOxtadFogpUFdWhjVblIBhExzh4FZ5Oh61SjnvvsNtP8KzfxM6rWpz/Ggvzkl2cWb+KY24P/7f734mtz7nEaZ+8Scz44dkTUzFV6TRBdxxSlXUzGATkfXGlXKae1RS3pjWANwRxqgKq2ie2Fbdk7cmcAAxlUvAfM/TgGlqOgocm6JRJntSxtZk85yHCBKEepB/PGFsxgMZoMhfawGgdVe4DEkxDcp9moWZvXihyGxpLtJdrrkOc1ClyI/3Q+zZH7lYZVdIxNX+i4KY+W7QcqUu5RwGwvUHsDXbaCZ7ptnBqbQfnv6ZBtxlRTXps1BT9amwP1HWWNQPnw2IuWJ7mlOgMiy7aBCfTFJUhEGRlFmqqFO99IZ/Ijs03XSDHGMxJEOinXZw3evX65nbR85nuw0nyyEpp9tIaFREwHKE1WaFWzDuSozFjSA4Y+5/YajqqaRQi5UFQ3kWGqRCVsBTMo2hMDYZsVrkWS5LZBpRDMdLGPMH0bnh/KJlngoFRYR4p1ve/PvGtePKeG4vcg3R/nts2Ojz19QZXvuoMtNc3E2uUcBdIzQPZjxYpD47kSaSaJ6p2B10bV9SkUGMF1FgrHmtJvRu9TcpwWqupdkMWizHNR0QHIDQWvjHwDRCbgGnVY921VPHaxUQhXsgaWWOajnnQ54KeOhp0qeo2ksOAoFMWLcPutsMatoOH3e9Q7/VodgLWnnT4sc9+L/x6TdGK/PAEF/a1QZg6+AYINWBVjsa9u3fg//7B70HKyRloX7L+j7z0Ms59+63koEu1LkyCy818jb0wYXp7iyd9g798zw/RPWqGkRZ1NLKjo0BARNmDeZ5SP6JdSryiZUoruVUCfVL7Qc6uomaIWkMhWtx+6zN44h03cQ4PvjwiGi+2a24vGEMjTifo1yz8BIhVhOMETeK29pSfIWFHh5T8LF78IvIBFEq9xjYDHHJ0tji8hgd1YBz1LNSIXQfTBa4zAVS7BlevrsEhIjSG8J6uvId4T1umt0UIOaFKeVr1ue8M+dUTdGrASS6XdrFCh5xkLhCQNa45cuQXtnDkC/tMB8lfUs8RT8ef/Qt/iPmJCdPbxhKjy4ebNUT9Z01YTEBVglCo/eahwl6saN4NUsLtxA2Uf/Y6kbAmId17i92+wYV+C9/xuk/i7m/8NN7+svvxio2ncdpdxe5vncEN9+6l70pIHYw79pzMObEe67bFhp1j3bUwTQNUNifNKeMrJe5LPk7vSTmSIoYt4GYW6C3Vuqg9JnWPSUVrU7x5BYOOWnspdyA6Ig9IRqZSKDl5V9cOIM+hWTCO5OsJfuIjHQJSp6U3Kek4GlANi6okDSg54QeuaPVPzWuvx2UiEvxiFtnQYBw4QAfnetViy+5j3bYZl8y5RNZKDRKtCOdBjilNQf6eOodk8Ogk0Y7foU7qtx2A3mK3rfH0fAu3rF/GmW96At3RgLVphyP1DEerPWy6OUxTMyYfwMAwKte+8oirw1uMbUNloRMcxXgq9NkGh1lsaN4kAVccDiPQKVkjUEqftA5x/IRQ0bGcu5AdFtrAlebVu9ZwJ5FV8nkXHSmvkiAqEA+foS2kZBmYXtGmesD0Fm1fkZKDQOtbGQ+yNwVmKTU0ahNyETX1ToxKeh+tLSFrlfcg5SQ49N4SrXeIMD2PwefzQeC6n7j3Zbj912eIzmEo+gCkxP6/+C0fxIWvHhgvXhlnYgADtM4TbAacW0c1horihNrYVQ6ClQX7RBbzfpiFGr23VDckvQOTGJpmPB/kVAnFe9db05lABlpj0U8N/FqEmXqs1y023QxbtkOsYpFDqc+Pos/KsZQiLNrYEBrcgZFBhA6EJNjxE2yHKS6GCmZ7D+5qi8mlHkcfDAj/9RT69SqfyQCQ9mWFUAP9mqNckwqoaqpdtO7m+OjFW/HS/wCuTYHxdx4tvv9lH0H8jovs0ECmh/dUY2vma2z7KXbDBF20eLg7hRv+3Rp1hZPpc8G+bFjL/WVvafinCSZF7aWNMsANZGcHxzKaDH4hx4ggPcjHmGpdaSeE6C9//pZ7cfK7HgflNH155GiIkXo9/Vzv7YVjaEjF0VQVPFfrdYiZQ52FLil3zw0CIrjbqPGNQ0MDksyd62AYL8qnQdiv2CjA0gRjQDDjAlDWA6YfI+FbPigdezILKsFBSyFxlU9hbEzVTY/fcwHVhaujLEsZXhTwj878EfzUMk66VPD4tov1FAbTnfKzk1I9CMfz+5L8kQYcBRh6CKNJHqvtMMXbj30S33/6w/iarS/ghvoqpqbHifs6NI88U+DW5YCNIVMbC7uVMMcYo6JDI3OaPbrsDed7WqU00Luiea4cKQZD9pdYjIe+E5GNmY4V0oUcF6VEFHCsJVDBDI2w6UDSntQU0QCKXB99n1VVvw9skd5vgGGlGpDcFnmGJP7XlpJIx6BTae70WL/I5iX3SOGnRRFu+wrb3QTH6z18542fRJwErDUd1rhIokTahutkmYJnBgpZYnDi9Z+Tg2NSANMekdyvtE/K4qNZwTx4XhaiFDzHh2nLDKgxuIrIxPSRPkiVsqg95SaINx2AJ+Ytyi+RdW7y2uC+SxG+xFKHSPh/8TIrL/8Y3LAcD+9BSG4M5zCJAagMRW3MOROw/oRF/YkvJAfFaKXoaPE3T3wQ7Y1ERW2YobDIlYgZVy+yPaoxkzNHFUWVmid6XrD8nWqCERMNQgQ6IVEIlmr3iNLOhoQPlCieZLXs3yWKkYdJeQ3BAY4RB7RvQJqKG5xbg3WoK9mbkXWWPPXyuVpbEl3zyoiaRYfYtrDzDtW+x9ozHU58Zo7QDCKSvDZ9JOMjNJnZMlcF93hmZwP1+z9RyIA89/nf37xxH/7cSz5eQKqT00M53LpYwcPgsl/Hxvvvo67oau+HMCCHRQuBHCGXtgxNpZ1oRc4aBhHrwTqjz+n+b1p7EH/z1g/ktfFiRON52V4wdTRKr6tORGP0vOAmRxQAK0l7h2xLubKXnemRktNEkZOE8E+0Z+njlHi2RErrJDutzA+eZyVTYKhYqv8PSpkxIUNPjIup4BPde7WxonMSjFKKlk1DxulKpwYsFiLMYZPyaSKSF71iD+UD7Rl85OLtgwGmW5JnOlTs2SIq3AaUmJlgIjofYkTRcxzlSh5zdf0yoaxuksc2NL7YKNRe1FQZfEUb4vIPahoTvUrRDOkA4R8JscsFBllpGYlsLW2DJexZOTGDdy4K1P4pA3/D8aR4W0fkBg+3p/DhS3dAsN1ZeY48zlh6Ug47TbJOF/qp17QywLj/gQt37vmGjIqaISupWB8lHaPo6zX0CygUAB31MFDrO1YM0ysHIAnyYzJg2MZk2Njadsje/uLzQ8jLoeOhfFgsZAYg+qo2tgwtnmTw5Q44SWRdmGu6oSjdF/0mfn/nlWX/r/GdLOu/dHpsKixC+Xd+3ugcy3k0SKQf5mcsJOzyeAt5wvOicwfjNY43KoU0AkkhHiqs9BE7K0Jeq1meZ+XfRyo+R/TzAZbpeGvj8bt7L0G1PTCOnoOcWdZSEr0YsyCYa4gW3Z03odpp8xiB0T4IFDpUJkcUuCiwoCLEKFqVWO1hikisNgRy9EygsouTIEbmmHOziMppWavasny1YRFEuU4IaRLT1+D9/+LujVSzaQVsNTF7xi9+273Yrs/2golo+GkN35DHJFYRVeUxrTqGwBiEiiAgKcznMs7bMb+GcW70INBY02SUDA45LcxDzAldHgbRB4ZOMXxqDlRXHf7x/d8O46kIlERjrBlnkRgeyrqlxFkT0YhyqSE+csgBymPogK4nb34V0Ux6HG/2cczuITY142WBAn6FPD4ARCMYspK6UrEASqhLmlzpmEHviXFjO6zBzQETqJK2mXhs1HOs2xb/5tFvwCO/+ZKcH5M6JfjWCjt+gmf7TcxCg9r0OOF2sGV6hNqoSNSwH5ltyYJofqemw8R2QFVx3guSV1SvE8mn8dHSu+6Fzg8Fjhugg4kKAmZGNJrfcRGcFa+Rrcx9EYWjuKfBwhrVLUWOfAR6T5G2HnCtQdtWsIgEZ5jURajecCVcYQC75kiC9i4K/OJrdvDUNx2Fm/WwPbC5McOZ5ip+4amvxqfedydC4xL3fopWpogTCm/x0Nu7MGXDJF6e455pZUMkDy6CQHYiV382aOc1Lu6v45G9E3ho7xTWtuY4MpnhWLWHI26GdTeHqarkdRQ4j2DjC+N1MCdlRM8WcLIM/XBoA/Hsz2IN4baPFgTLY0rgqRhmGjqjIG9FvQ01b+leBplWdPCek5Jz0DsewOl0/Z2Uo6GiRhJVlByNLlraO10P28aUQ+SD5TwkMuqCpq1lh41jSGxtenzg6ivw07/61py3pqLHmt2M2OxisZ7NQPGSyuZSa8Vo5Us1UfoFvlhEFpW2leUo30OgNMpxouFYEDge78XowOyKee9PTUfQqaFXnf+5kJM4jI6ystsHnpVggeDLXJlIMFU53zRMSSurMVh03iU4bLtp0W0Bfj1gOu2wWc+x5fbx9//wu3H8M+D6FAO4r8lr0C3b1CnKN8hlU5XlReZ0fMbMYoUWDp//Kw36oxPYlvIoY2XgG6qToeV86x0u+g3068B8i8hG4iQQtbWjc6JyAaaqEuRYjLyhTjGs9aHhXTFSHlYfLOelsNxPcDhkWCZTNOuE9LE8ML2eaN2paMYIA6Q4mwi6LTkanuDAHJ23JqILFf7nX/vzaK76ol85z9Tk54mu8OUQ0dDOt+vl5zpvLxhDo1/nBK0mAnXApPJYc5RzMDHqkNE5GiZy3QEPZ0PyXK/yRko+h3EORYREXUcKvc04+K6D6UiZc21ENQPqbYPte08RVIUrgEYX0+G30JJ3lT9b6BcrXjBJyRwqXQmaEEjImrajJLkaWJu0ONHsYsvOmN6P80/0QaWV68g0ghGpaNaygxcYMIDJJIknhw8Bofa7GqZwLeGfQwVUkx7rVYd1O8ej953B7b/0TGkssKEiFbiv9mu44texGxo0xuOY28Mxy4dH5RYZnpQHDqBk8MzBz5hnp4okjc0HBPIlMDmk6FWZU0MGYWUp8b6RiIYb8JEDyfhZRSFKxgYp38ZEhpeFHGLPt0pN8+RTIrhPZAWmA3queh+rCDQ1Qm1U8mE2anMf6ObD1yvPoc9iPvT4pwsW81jh//L692HnTfuw8x7GA8fW93FLcxGff/Asbv+1XcYlizEuRSA9Y/BFg8JoPtHovOn1KXaywARgyLvpJW+FIHC2M/Ctw9XZBOd2j+DR3eM4vrmHE5M9HK93cczuYcvOgFrx3A+ilKu47jN0iJSLVN/Ex5TrELzB3BPF7m6YEGQRyAagCZiaDlOzSOU6XELkYBn8cSDHknFkAoj8InucBXq00BhmI2MyIANCimkm6JGqDSReUsmTEkcIGVseNuVpZHjjxHbJ2ZAUbyPzEDnK5PHRi7fi5f/+2aTwa4UIBplhTqKLGBhJUOtDQ6diLNayGegDTgbP58Qyj29mXUPObRB5JDSysAuQqGiB4GIyrGqWJ7Xp2TGC7BQRpVQ1Z2KWg2oMiGAnmUUbK4RgVGFWkWcMQYqOC9ICEqFKeYTJYLHY9w22wxTdhkG/EYE1j/Wmw5FqjiN2hrO/UePExy4Vxnk2BDnCbCLGisPJ+xlGf3LisnL0BIPeO7TeYc9P0EWH9/yZf4v2SA3TecATmyFFXpANngjMuwrPdFvwa0B7xKBfIz1jWvdcq6tF7YRGeZgfSXNf0GjDINXRkLNB5ZHMQ035mUCGClubjI2co5Ffo1VrmB+oJol+UqRCz5dGI8gaCBZ9dCk/0LAzSt6/jOEVP30F9dVMpRyBkkaf9SCC1iHTmL/YnlftBWNoxIH3Vhf6CTEiMUGYwTUCNzgACpAKbmllYSD4lt7BuRReJmFNCkxzhb409OBca1tQ4ldQ+Yo3I0R1aBmgcuIND8lzNobzXaDXDKJELu+3zoMZo9lNnylFCxHJeyfJv7XpUe1YxEeeGF/ZopiDlJoAC4uABp7wvWpeDoJAaW59M6YorFJm1YGbQs3J0EChqFsTD+yLPhQKZX5EMdS/6ZpBv4cHjawTgfWxZzkVCBPmKjkw1RpdxsdvDsSX5X50weF108dw7Ohu+mjietqTuw7V488WkEgZy9L9eohHL3RFzYmPrFBro0QrflxvZd5XmFZ9Sr4nsoMUvsh9kf4iv5tlfZczeEgBqxXaFBmImlEussIR+ftRHjoKK5JWKG7aGHkOMmihDW6h1zBtkfICeaSmTTURqnhiVl4Hg1gYYy7mGLDbNgifezjJ/+faNOQUYIXpAKVJnqcjQOlvC84DkxR1+v8DOrTkneoibEPiioVrqCOL/V6QEZLLJRcg5SwU95F1qu+FnN9CsCPAVgQ5rFimb5xrYS9vF4bsc9nHEnHSfdIsWOKpDxy99NHiW9f2EGqTDJMCaqb6EaLBPFQILqbiocblROzG8Mqw16hyaXgmnxN6DEkWjMGxtHwZ7tkl5/GqZaVvoSNEGWKLhbwyfP5R2C6MOjMKViudj/Jie961F4yhERJsCqki9cT1mMUGf/Ph74LpQ2aIApShocPmtlQSlrRlORr6KxJq37IzXP2O1yE6w6wLzDDBlW7FUyveKTMiOGIRRpM/jvUrLigPumklfBZrPPNNN+PZ1zr0Z1qcWNvDiWoXG6bnwkm28C7plvi1RXIPvHvDA0cbJyZ5A7OAlbCx9xYzX+GyX8f27cCzr55ifjxg0vTYcC2mtqM5kmhSumf2KPYc1eiiS5h7awJ+5NHvRHNVir+NvDy5F0MpXEokLWEjC4aX9lIx44cwc0iEZxRegbh0HemWw92rOp2nIyn/BguG8LDPHRzOfeMJdDcdV0xZQNip8WuPvRaTCw5xWiU4A9mmZdJx0UnkgyTX/zA0ygEWGREZVhEmuPnIVZx/81FsvzTgFUeexs89+SasP2kHEQJWqFM0sidChSVTM1qDYMyAUJClAItn3/4y+OMbmeJWolI9scJ0ntZVbX0qlPn7O6/E/3b/N2e6VQWdGPZiaDiKkiFzRhW2kaAfRCxgEHsycvZ9DWsinn7LWfQTmhtbBUwdsbL98CPfjmYnjOZYiVxZVaE8XxsOfe1wXHm+URi3PjJ0KijHi8BG2FPecR4K5bL5BEO0HG3zsFi3bV4bWk4ZBXEVuT5SqG/Y1WExUQ2bQtqDpHQtRDSgfgMJikU3WjQyhvMV0jxlZU7uLQxbOvldJwQbPscybLJfHC+3hX074vHW0CkPi5uPX8GVt70is0oJjC8wnawYhGHgXGHvfNtXuNpN8XB7GvPjgF+PcLXHWk2w5qnpaCwCgTNa2V+y7obnYDTFUHy6Rhk/HDUPwaKPltYYHLroOWoYch6CfleRvjdvKzy4cwqwIHremqjKpVhfbTwqy2yUQ9jyiALuOWo5jIohmmScDfdTkZ+hzuVVzskU1UFpQHqVe5Fgb2o+xeknzJloO4osdoDpqW+nqm2CmwtRijiDBi1BDVfAv6+nlvSS6+jnem8vGEOjnxJHd6gjbE0c3Wu2xRW/hkf+zZ2wbU8J45KjwVhzYbexBDxM2FbtLU7YZo6Q0P+UXsssmDLDShcdztZXUP/QOUTnOE+DKE+rGX0vMB93ZOiUtWEpt7u0sYW3lNoSyII/GAobhwZXwxT2Lz+Nl7/tQXztKx7Cy7eewS3NszhhLUGnRiqQ6kbMVYpGT5RqdUjqbzgEZtBCEurJ4+SJytL3FjvdBE91x3D8rgvY+eY9TG7bwanNXZxsdnDEzqjeiIYjqIMk+gy/kloDANAg4HP/7pWYPr5N1IMjkRo9j3QgBzQKCy7eNu250UZAiExv633BlJNZp5RyaURR9qh1MvhIkrqGTrUS6ZFT1ZSHjWZZy95pZI+qOnsF9nD6zz+GS69cg217uDai3o1onnHY+4NTOPZARL/ZoGcqRypQR90dwoAKQ1MxJHlY6rfGS3t65/OOYG5P91t4y8kHcOadj+Dur7kP3338o3jog7fh9EfniGsThIlN+Vfg2jeVsFJJhw6RSGpYmdMeTsN1HiRK4GGw+QNPYO/m9YRLtz0xxZnOou8cOu8QosHU9diqZjjm9vDLT3wFNv7T0QyzG8GZFwr7MMFW4bM7OFgfaS0lWlEAncXevMHlbh0OAae+/1F0m0yzWXnCvNsZ7vv3r8LaudloJAhAMqTzxCwq4BqOkZbkkvwXzeE/lnuBQMpGSqgNhnD/PpTwwj5j+q+GKWxnEGdz2LmHa4kWvGuJ3vaY20OcNokBKHD+DuUQEc1zw5BYo3IWEnTKxKSkr5KbEkVJ1Lww3P+QPtfraYGNZ+zfyPsj1TQKhvcI0h6JPpsFtKcVnS+fY7ARNUOnpqYlljwrxi7LLLv4fOpEwJCkwXgaXx+JzvdbTj+A7b9ylaC/7CCzHRncvVKYhalNDCWqPWMx6ypcnK/jYzu3Y//WHvFEi831OY42+zhe72LLtgi15X2jz5yY9w47ZYo6GjKtyjjStU50tfIkg9mZ1fEZuBsm2IkdbBcpX1GqzOu5ioDpDOa7De4/dwOiA7qtCL9G9ZDWqo5qgdgMnRKmvrGif2KcJeiUV+cEn2Gdd8nYTtA6Y3OOThGpZN1EyxchnymMsbw+JRetiw4IPkP21H7tvcU8OJojP0Hc3UM183CzCDsjQ+SlzdPAZILAjJ9BnEGq0VgtMpXvyDp8sX3ZtxeMoRFqppyrqIARYVZ77PkJTv3HT8B0fnDQELZVsN4r8dMoD9xUBXjEYxzTwURKyzG7h1989c8ClYVlr7HriOY2GqQoTODEvuSZLrCWIR3e432LpRdNvKkKY2rYSxE5BDwLNf63V/3v+Pu3/Rf8mROfwe1rz+AGt41NOyGDrLJFUaCxliIaOhF80MdlXuV0QCchm3MsLnXr+K5bPonvfMUn8ZKTF3G02cdRt491OwdsJO/XIEfDRCBysl+flAKJaESc+aUvwD57GRh4gwDVdz2fRvHrK9jd8rmQRNeYixux0NYhY810RlC8mBXlYo6gDlBbYrnlEmVMAII3D9lrORbRiDks3kaHf33nz2HvjCFFoo1wc6C5anDqUz22HpujX3NkCFvkxEOZm7GohhxoISfQdnLQsBIia8YHOsyu+A189drDeM/L/iN++Ozv4Gsnuzjx6Yi1+85RDY3aFH1wienJw2EkJ2ns/WgDrYAr6L6SQvkfX/m/Y36UaJuTN70HwMqT54iGkE2s2znOnTuG47/22eyZteV6OYhCFUrxJG9+JG++KpRmelJC9n0NZwL+w53/CX5KCnZVBWxWpPDc+EsPorq0l5LkE+bd5JyE0W4M1osUgLyWVkCikkzQSqDLuH/+vDBImL6W6oQA6FrYjhNRWyB0NPcbds65ZAbBZW+qSWyDMRWwgzFE7TR0Co1F56TfgzFk6FSOyJTUoeUtltYzGd4fKuIrsEuJHPB1JW3xIKHdiOFNjIGNcoQVZwDUvZZCHpH2g9Rz+bqNz+HHX/efAK6zY9lJELl4ZCi84mWEClwXYqed4NG941g7tYf1zTnWm47r5MyoxpVFaWQMIJJ6vZbMXHn+cwTVooPJJCV6jXkD7w3a4BTFrRA++BRh0Ea3ifQ9zB3aS1NEC/hpBJqAmmtoTAxFNSmXwo1GvoEBJErDkaKas2CU0ZRpjWnAigmS50iguEtbYWyYRchbikTpnJZMA9xFMvzDfA7DZDa2p7GcrbZhKpcYP4s8ueHaYiPuADXrxfZl2r6khsZ73vMevP71r8eRI0dw5MgR3H333fj1X//19PlsNsO73vUunDx5Epubm3jnO9+J8+fPP6dnFUlkShkCgNi26ZqhAJCDNDGOKCGxSrG8lrZua4jXf+xg0mHilQwSI20YNl1I8BzoghKS7WKFKedkUKEncjX8wawm7+qKkD8wwF/yc645xDfwuIiR1nMkomKO8sb5BGOiuVq9rIfc8wCAtgMiewUH+SvynjM7ED3rXL+Fj+7cvviAFQeIMAGlS4swf77OXfNkDftgBv87uN8h1+26rHmBeiUPs1SN5m6ng20kH0j+OVgDidlqrEXDUDeXrqkNsGE6fHi+gWpGCyIqbv0iQgAyAunaw42VOrX8IzHmtmyTlQxl4A+nuMjbigax7caNuwPetXysr9o/VSMe3Rw1itrgUqKonwJhEtFUPdGFwiP2vbr5ykcfvg0JFFa1w7KkDI0SAFHt3W4rAjecSoXsbA/EmcPDuyfxqf1bOOkWpfHArYjaaNz8wDhf3T/5zUbGiMz7YhtBWLKhUSwV9W9K3kZ5Lun9oL8ozHqDthRio84kfYmMd8O0RIWuzi3tQBq7rQFSFN1HiqRbdhJQ5DUXy9WOlsIB9BxkZCFv9N7RwxWjBBZef65hc2rPpbnxZlQWOiP5fMkyXHAC0Z+HFubIxoegbwfvb4TYYzg7B+kLert5gWgOP+Aba8OtsgH29ltgIhXmdXODKztr+OjsNqCpS4imeW7v7bpq8Tr8uc7bl9TQuOWWW/BP/+k/xb333ot77rkHb33rW/Hd3/3d+PSnPw0A+NEf/VH88i//Mn7+538e73//+/Hkk0/i+77v+57Ts0JN0QFUxEozdextdHOYyaTwfkULoAqok9DrCa6UIDlZ+Y9mkaccQFJ2xwR6pkK0vKFjqvIrieBJgTFAdDFRFUol7aLysbXpTRZ7eOSwtMiHTJG4FYDgLeZ9lVhAzvlNXA5T1KbH6WobAPDX3/s34WZ9OVcsXLURlFpUXqaohXR5+i/Qs8ohoOA0sbeY9RUut2u41K+jDxbHJ3s4xWxYU9MzXIA9mFHNQUTy2IihASAdAgm3nIzNYRJpaaBaE/DT578Bv/FrbyS4lTPZowQxaPNwfMyC2wy990AhLDK9aMgwJ814NtKS0TS0Iy1NOhlJgVmCYuHlH7aMv63QCXyt6+HmAW4eUe1G+IlFt1mhW7cE76voWQJNKSJo6p0mD3bIe6ATekOBCfDchGCZjniKy2EdV4LDlu3wQ7/5N7D29BxxfYowVaxXleCiKRJpEfBDv/PXceRhX8L8AJ6TFRJaC/BI7D5igHfRs4cxJEpGgV5ET5E3AIk5rIanKtNVlVjtxDNLVdtXeJK1rh2F7cfh3Le3eOZrTnLuDHJEo62w3U7xVHsMH50fw/4dLSZn93DTkas421zFETuDqWsqYFpbgjMYAIqZTKCBNYQ5zygFPC4oCznfQPV7ZJ0W0Y/B1FOBN6LLjIFooKGhLYHkhUCnZrHGsTc8g8e+6wzsrEW9FzC5HLH5YIXP/NEd+Mnf/yb4jTolGGfq45CgU7XpGTplyShxeX9FHrLei6PvhX9nth673I4a27sMeYkjc5eIL+Q57IyyArXkdUlzG/kMo3EIVMy5XDAukXlUGuopRvp4pzUbXGnMVonedBZrosDuOb9QQSMX7ifRNw+KaHQOO7MJrsynaKoe65MWm80cW/UMG3aOdUNoBFQZ669RBymP0gTYJfJM3o+cu54jTuI8SedSIMpdyeOjiIaF6SNFD5mWXL/7BO31hiKaVaT8jJqobadMbSs6hOGIZrmnlqwXnv+iGGLMRtyCM28ID+X3qoviplzT4hnDebKcEG+ByHAxBd9C5HzJniDItzSX8LkfugGm82iuBmw8HlF/bBP/8Le+F+HoBvxE0QEz7K2yiyiRdCa+2J537UtasO87v/M7i///x//4H+M973kPPvShD+GWW27BT/7kT+Jnf/Zn8da3vhUA8FM/9VN49atfjQ996EN485vfPHrP+XyO+Xye/v/q1asA2NBoSPhWLmDqeqy7ORXSaRoER4cuMRlF5h8nb35jqK6BcOAPIxqSfCpFoDLd3Pi4U+iTlbmAAOM9EG3m5vekEWW8beSq0T5XeWWvjzFmeG5TM5FtAAXzAeQElUvyARINOs5h2PFTnOuP4ZjbxdR0OOl24GHwyn+9DdN59BsbiYv/MN6/YTG2YUuHUkRKbk/J0qxoRG+w39a43K5hwvj3E/UujlRyKPUELxOax2LSaT6Flk97Ci0iXS+G5AJTDZI0lnlvjMeHH3wJXvnvzycP4VhIXHv2EkY95voiJpoFaFZ+DhecGxgF+mCQKFT55VVGUshewhFiA1mbAi+bsZFn2g527lHNIkJl4JvyJ1YRsEg1LCobEqxsIarBiog8g6hKy/ctCs3M19j2U1z267jsJnhptYc7/+2cKtNvTOGnDr5GLpDFFYUFg/+yn/Vozl9Bf2xt4FXjLVp4ehfnN3nvotB1OnhkdjjD9LaicIBzOgCqXj41Paa2g3EBqCuihdaVwVUCfWYyiwhQBrp6N1KQ71983c/hRy/+VZz4ZFAEEpTHdLWd4Mn5UdxjXopXvuQprFctblm/jDP1FWzZFpg0ybGiHQWS/yUGQW1ckXME5PnLUxZzcTygfNdJYV4hIJTy1LFyEwE24kKe52AShr5laOf/eOdv4Mft22D+jw7VrsfUAZMrBscfIGWw36gKI4MU74jGeorSgmSp0L0WsBObjSmRm0vraPC7EfYk/sPC+0v30HM5nIt0P/qd74e8P6SWRsxzWxsgVJaNx2zMOk5IFsOKWAMHORqFjOCxjjiMUrRClPFQoYOjvvUErZQ9Qekdaj50zl2gtWo6i9A6zOY1QjTYmLRYrzscqWc4Wu2TTLdcI0flBArkKxXDk/e0LFqfFHOT8h9IznCuglKiJcLSRYLnzVk2oe+z4SuGF59LBK0yMB4ITURsAlwl1LaS1E4RRe/qIql9eF4QRbItxzD40fAmHaGJBtlYlne6jA5/0FLUVMGyhMp7IZclGvS9TTV7Xjl9Cv/Ld/8c/u3P/HdoLreo9hyOPkTf649MKU8qOVe4zpEd5KTxGnnR0Hh+tusmR8N7j5/7uZ/D7u4u7r77btx7773oug5ve9vb0jWvetWrcNttt+EP//APl97n3e9+N44ePZp+br31VgCl52Yh98LZ0mM82KDEThLSITPmfXourVAQA5LHd0EuDJTdL6a5JR4fkXyplgYrVV2sktd/O6wBX3iM4D+s/MpXAXUwj3my078XHz1W4TRdG8t/R5Cx0AWXwrYC7Ur5DMrQWOXhKpp4eZbND/L45BAOuzXCw4/zhyjXwmHf1Rf/SgFgOQRpYGgAh9/0fuBNFZYj6zl/iD2nmSa1jBIMD5IFAymq2hTpg3ytXKONcmcM6ofPw8w79kKXhj/ZT3nfNo9dgtndP+SID9dS0umAuUYf1gCUYaf2S4K3HN5AFyNZb6M3Ty8gbPVF/pN4ZXvO09jxE5ya7uJ4s49NN8fUdpgRHzTvEaR5W0UrDYwoxQsdNSv3zvjYlvwdgGkaLCTmcyRMaDVfUT+NO49dAHygOi9dRL3rMXm2w/TpeWa7GRjcwABGYlheDIyqw+xhuTxRH6N0LvyJtiFFbBw8S+0F6Zze9yl6O/auxrrMMrE0vFmuKrhYSuZVToKiXyPTmBxcHEn33tK5bEJRp2gvcHbwML+KOyV/yrS9I+PgLqyseq2vHSAOIkerxwxH8dmA956c02IASR5Tgk4toZUfja4OGc4AZTTZRZm/Ar4oTtCDrhuFZaVnl/0Q2Ty1Ld62/jgQI2wf4PZ71Jf20Tx+EbEe1gwRMbg43i8XRFUyNK+jn+u9fckNjU9+8pPY3NzEZDLB3/pbfwu/+Iu/iNe85jU4d+4cmqbBsWPHiuvPnDmDc+fOLb3fj/3Yj+HKlSvp57HHHgNAln6oIlBHrglBDDwbdg4Y2gzkOUEqcCWUgI1KGtSKjexH7flKPrmDchgYA0mVNamIFbHYhJL2VBo/z5rsVQeWU+kuaxZ2UfDHrNh5hqvMAoVFfbSo4fHx2W34v97zToZ/uAybSgwgMc2F9siMRTFEMRJFUlohOMXLFPNvSR7so02VmgEqzrVh55iayFCh/J6KSArGD5yUD6EThsWRmN4xz1/y+HGnpMrzivctieA0rpBycXQ0Seaf7n1AQqYajIYoDA+IPJaYFHDCpothMK7sCrsRJd1yFeqeWICkKBNB+hSjjwVB+xR0St2wUI5MIK9oromgEx+zMhWDTWw+qcowQEqyswBXCpaq4BTNytCYFFFhw7OM8oxIZ8FEF7TDJq2ZVFkYHJFSSf06iV03qVJtbFQRM92PRZ1Pv9/hu5YoUBsj4A15/SWi4YHYEZPP5XYdO35CRUmrOY5W+7jQb+EHP/6DNERdZXmQOFpEP+2gg+qfi15v+n+9fxbyA+Q2+k+B6EeJma3CS888gwvf86oyL4iTYWMk2M48UPXmma+BroPd7wniEjhvp7IIjaFoF0c1YJCKOTpElushjVGvD9nD430voxWaXa7I0wiLyyxEsxhFW+YMgUAYLUd05HwAQ/UMfDBciNGoiAY4Es7eY4FNsWTWibmJwQkj+qfAZuSSJKeEdYogbLthAnQ9bEv0prYzkAKrDpHXmMnGsNyLxxBB0QkDcPQlQw7/3Gf+KprLPReiGyisKBPhrT53lhyLSUEfobcluWQ46m2TV/+Jb5pg9pqbE1TSDKIgItNg6fwxVUyRpMZSRHPC9LbCahgH62yxn4bnXfUxlp8B2cAygz2qI5ELj1C5H0bdV3dGKHaj90jsVxyRsn0+I/ZCg22/Rknz+y3sfgfbkXEY16cItTACmmIP6pYS32W8L7bnXfuSGxqvfOUr8fGPfxwf/vCH8cM//MP4gR/4AXzmM595zvebTCYpuVx+AIZO1YBtPNbrLlUF37Izwk06m9lrHGBcJGo65vJubE+MMUOcqM1KnDAFSeI0gHzgFoICibUjwKJDBHrPONAI0+eDFfw1jX8X4Sq44cgYytSU4NDYb4cIq0PZULIlkpDtvcXM19jtJ9gLE3gYTG2HD156GW77/zpK7pq48kBjZcUOqOtSlxTNrShvKQwvuFmBMgXDIdQS/256wPREHzrvK7RM8ecQsG5bqrxsLGAj43ntIsOFUswF3+rE02MNYZedSRXPRUmX38I0JcYnwStMUtiHDC7aS5WKqKV5KJljrqklI8UkYy0p4iPGKViBFMO5hGOV9yU4BpJCO4+ODpaug5l7uBlRMAOkwPlG2Nz4gLWZ098awfeWDDymJ890F1wyIlLFaFZAhEZTWJRmsaYqwwC937pCaBwpk5IjUhG7kjDKTQ1Xh05MT+yNTQo+OwjU5hkWRKN3VLKszBIEJDDTjjY2iHFHxl8bj6nxsDYQrajNuU0SSbA2jHr4dKREvPl9IGV8HgEEQ86JLsK2RLGLzmC23+DC3gYuthvYqOY4We/iVLWNJ+bHcfo96zQfwhqnaFCp3oKwdUUEhFG4HgbGwwIEYominqvAl2MDKB9HPKR/4aZ7cOYHHiYZIPknDE2LwWCvbwhOF9ax000Q9/bhtmdwLXnVozXwE0uU5ky9HBwo7855NIwPn5oOjfMEPU3vJBvfiYVLOXaG70Y82Yk1C450pgSRHHwHSPOb50s9U+bFDPa1GPtSBV2gcsHCImJiLHzD422Q9qSzBCWcWqqhMjWgPaHglWJsaCx/OdaYlelA9kfnHfZDg70wwW5oEOdzuFmPakbsX7Eng7A2lM9HY8v3SVBDT5BYge01tsdGRefyhp3DvecUJud2ec0qCI4BjJI1S5vINIHMshyGj4lSOxuybCBx/gEZszX+4ve8H+ffOKEz2uccE8nLSmtTnB1VQFP3mLge67ZlJxiNDbaEgGkHHZDzcpLzxSuoVpLPI/kvyUmmHaExyf5lBnNhbIS8DyWCzN7H/M5YfkfQGtjuprjQH8FeNDDbu7Db+zCzHtFa+K0JQm3QTw38hBy90UXUzpewOiC/ixftjOdl+5IbGk3T4OUvfznuuusuvPvd78Yb3vAG/Mt/+S9x9uxZtG2Ly5cvF9efP38eZ8+evebniIDKzBYUmp3aVk6UzEzFxoMkLJEBEZNiNsRXaq/K8AAplF1WsnVCMkU12LuSigIpAYDidisTWFdF7FMEZMjIZMqD30c6vDoVmnUIeHpvC+53P0b5Dwy7GNYTAUY8gMKmpZEKAw8NMEx8DPlwkx8+5MSzrKu8NqbH1PRUM8GieE/XpMgno2HgClJjKhmVYgHTAtQ7UHNSsk7Ju85zkOdj/AUmz1QBQctGxcKho6tTDZVqE+B0/6xZeKw2xjwMzT3X/5CIG4CcPyTKijaEizCSGBvlu0/QqWhTn8euEU73RJzAUYqktKdifawsq3ohRZJ/mo9DLopkDCNj8KPl/AkAPmQFbLCmh4q4YQUPBZRHlIxD9EP6EHM9D1IOyloTxhsEbzBra8x8hdp4rLs5Nuwcu36C5nc+TrcUh4lZ3MMSmU3zddgWlWw8oOmIUXrPHN36yumj+B9v/a9FbRVRhChPxaZE5C44xL6HmXdpXcKAIhopPwPkgLCAE1w/Rw0rdgrFsaT30TGWskwNXeWZjRhnwDVDqnKVd9ZKg4p2s2Isj6jBOTeqQCEMUbRbMJUvAkFnNQ2qklejSntiZoqitxaFE9tYYRYboO8TMYHlSEWuHG4WFzm/T8N0reT3yHtX4LCb77sPdmcvO47UuQusPg/HoukAuIhg/mNSoGMeW9rr0eLvnPgIZjeEYi4WZbdyYOhcShM5NwaZSjk9eLHPAiUN8r71GHiviCwqmkAh5XI19YduCZal8o2CjHs4ZuojFVRt0EWL2HVA21G+KYAwcQUZg8hga8PimTVw8FzXLcTr7+c6b19yQ2PYQgiYz+e46667UNc1fvu3fzt9dv/99+PRRx/F3Xfffc33lVCyYRyoKCIOkYoBKe7xaAHrQhJ6v7H9OvzWF16BlEE6EHbSSiNDTa02TFQTL34A0kYbrY65oMxfe8aUhPR9XPFdNoJ6YZ1QXn9jIo3JuSKRUB/Mz4W2LsRSUSYhlhXxrMSRtykZaoPJtCbiJy69DpMn69JgKDyFZuGwF1CThJ6HhoL+/yFEbjB1o0bG0rYkRDymjAzhUgsPhhhqZql+pKvcuzTWkY6qOUoJgfJOEhNQ7kcyMtT8jEFqdETP8DiTQZNgZYvXDL13oiglsgXD41BRNYH+pLyqMcVqbI5i/l1ENvifCTqVlIsMoUmKMzfNaibzL3N+qLUSFw2znCBMzDkmGo7+Kdph9voXzGqsaFbGQ/IRymJ9Mb0/W6zxLMMOpSObwb+XeFJX0dsW2POhsyHmNSH5YzeuX8H+N78WyfurIrVUwA7JiSQR4doKHba8cLU21Ls5SIkdc5gk6JTQWOsjoXBYyLoYn9gEx+I9SEqwKuDGHnVhOPtHF95I11dsbLjIhn9m+HmsO4m/9+Tb0xmmnWW6raz0rpRMeQ9T02L7W14FWMPRNcC0Fo3tURs/nvQ+8ojM6BcT454UuNOQNokEajjraMRppBXnhobAFfssG7MkA3kdilLH51LhYADSPqIxQBl4Ef9559X4/QdftpAzJGNZ2a7lWB3uQSwxIFWXddMOUIeIvbe9HnHt/8/ev4fbdlRl4vBbVXPOtfbeZ59rTnJyhwRIuAUkgsQG5KZCgxdAtDHdtsjPVqG7UaS7xdZP7M8Wu6Ghf9oBQRFvIAqiLa14aUBsG1AIt3AJJEDIPTnJyTln39Zac1bV98eoUTWq5lxr73OiX07IqedZz9577bXmrKpZNWpc3vGOpm9UOZKHXJSx9RprT3ko/O6VTPGdD9Ojn73E99Pt67Ldp4bGq171KvzN3/wNbrjhBlxzzTV41atehb/+67/GlVdeiT179uAlL3kJXvGKV+CDH/wgrr76arz4xS/GFVdcMZdxalGj6toedW0xqrrIwqHhgLqCbQKUoKLPVZWN8Kq3feYKnPmuJfjKBC8qUugzK1LmcqE3qMgl5qNElwkqCGTTQaIljR43JRLMBoSr8sMGDTcyago2FKFceReSLUOhNBY2dcCXqroi2Ioo1jdUtI+hKLbIj5DKJiCUTahcqeUiQYIKkT22zlLRPVai5KH01j99Js75vzP4uhLwJ3mwDM+LIXdaEIpFISv2UrG3XD7j8L0sArJAIbOCLlB6CctoBmOzs8aRIeRKDs9hTKpmoyD0x4MVrFTlvkZSMqUSoDzfJh20zAiFtqOohlDmoMLzr0HQqegxpvlxjL1lr5gsNOaI4Wzqqn6dAIZo2HwyWQEiCk+T8gzYYyZw0SPdhmJfOhXJK57nIKWs9HQK5ZbpVwnuGPanE4aXUDrYUIuUkjHMISIawutc5jE4ryAx5HKNRKYuaMACsBa6DZ7kFtAzBT8zEQIJUA7TqqaEcNXUYQ+rmMzPHv9KuywaFGGWMhokGtfc6bXCiMoUnRihyMfmgZAXpGK0AgGaFvd/p+A6hamtsNGNsObG+Ja9X8LaS48RveqMiqp5hUgj7KoA2ag9dJ3gOWPVpgRdwzS+LNMRYJHFeIOXechQivSp0PnzQ67MRUNOEASUUxiT3h0zv9UE0+k6IEDlzAwwUxWLQ773HU8CFAim0tB5h4o86yNtMVYtPrz2EHzqVy8D57CVrFODTSjXMo+BCQc2XYO9ZhPNy26DVwr1WofmmEe1prFctditpjHKnMaXoiMQz18rj0YT3Ggc9i+qis5do4u8QLmHi/Os2MPkPBERVIjnk1EoA7A0p3LuieKbnj0X1ZVwSeXEPqkcOSmNxbhqQ2Smw+s/8Uyc9Z5Rgq2VzIC8viBgtk6eFX2jYF7LAmtRsXe5rBvIm+PnwBHkWnXQL78DszNWIrUvM+y5TmPaVph0tAaOuiWoH70Tk3NWgRDR8FoRHF1GFisywqrQl1iBXEZNTrevu3afGhp33nknfuAHfgCXXHIJnvGMZ+BjH/sY/uIv/gLf+q3fCgB4wxvegOc+97l4wQtegKc85Sk4dOgQ3vOe95zUvZhXvDIu4pA5GZCrjvKh60OtjZgMfv0SVv/y86HiNEg4C+VaDSksA9ShAMRmZs+BygVfqWBwU+lSg8nC0jEQBRhdQCqtDn3jhPsFTx6yLihVAELOCSmOKnqXVB4BYuUN88Pv/fdUVMoSTCckqrMyXhwCDBdgHGk+fI9DH7EYf/rGqFhKr5GEwXDLPHdF0a6sinRUmDihWhSSYuVRZlIOHNoWFCHyTijqYc7nhfjTXIlL+/6/qLgUr6NSa6EvyfofOsJlVP9iXsXDhp+JcoC3bAi72Gc2yJzxYDrQnhdYMDRJD6AXilSsLyIMUSX60mtap1wa4S1jg6rRIlrJSo5cCztpPn8xGwslLNM6VRHjnQxGVfSZI18EnRqAXhYtwiZ6EQ2V7RXnFVFrhrwuLRLCEWp5cI0FhqIsmxmUMaGQXV/R5Do4yWEi90Te2UEShwx6xOMvqocz8YWYW1WMjckTpOOFKV291WitIfpRV+PR45vw24/+LZqv1oUS70iQPnYehRoaXAyOqcGZCWjeM1kYPfZinfqcltRHIyOX5UqlfA/P8mPgumAHTIQWqmDoW1Jyg2FpgzF+3vuO0LMIuYiUZ0i1oOrA4vSV9TNwxu9/mm7Ri2r0d5ovHBvxmTmq0E4J4TXGqsV7L303oAAzsai3PKpNhSVDSdBcN8Izc5PY57IZ5TDS6WyuFdWd4NxIOndVgEkWz2keni2s0xQ9VdEB0qeqBbjydud1cLZUsHwt68jQjOeRgLGB5lEF+lYTjCauXzK6dgm73/+laOTx5weNd4SzkA08vj9or5RNjn1oDfdlsoRD+TRPfB4HGdQoiz9/xLvRrpp+BM+SM4pJATZ8g3c/4ncx3VfRGaEhnLIqIkqgk+HDLe6bEwdq3DfNn4KvU7zdp3U03vrWty78/3g8xlVXXYWrrrrq3t8sulAQOf5vaffh79ce3AvNQpE3korihdXvGIaBeB3+rA6fZ8U19xws7pYLMIieF2ZO2zEnthCy5WEZvfylgrvdpZUio6yYqx21AfaMuY3zGPi2on/smcoK7oUoDx0Ucy6+oJ+UHK36irccn/jXIuVj54rscD93RLpRzGOG5S77IpXIABfp8c3PaXzNzbMU8ODzgfXNdP+ySxksJOUsbTz8IFa+ckxA4VIEIEb2OPERKPZh/0byWUnlUCrL1Iedsb8NtvK2PoeToexaVJjTd+W/zZABdoJNhe3D+RmzaJSLG8r7i7XBTcOzsMq9qdEYTfJl043wlmNUENDXZXRtpxOZmixk2osyCgXHIuUGZUxkMVpHP7rAiua8pj5bmyK1OjlC+GulU4ijoFr5lMezk+GVWPJCntmYTyHePFFZWTQHDbuvhX3YBdCbLRkZHSX/TzcbfPrYuZGBzYtoO1O0y5pLnbU5TFT0a7Dgahy3HG9Og+6gYZSK+TRm5lFtAp+481z8TvNE6Bk589iBs6hxNDSDTg3RygORJe2kmgMy5ik51PA3QRSDGs97zQ3sff5V+RCkSvS2kd7aA/AuOqROaAvtNH+hzP9QJ7fknJB1FUxwEBXnt1gDAK37uV7rOWuf9aWoY52OaHzdtlMuR+MfrYWFbjRVBd9lJnjvnY/B3/3ON8CPa9iGWKd85YHKYVR3WNIzLOspnPFQTSOqhyMxTnFyefACNrAhp0F4xAslhFsSZOFgChh4uNz7O9cDFN5UWVhafNbnWHEDj4pSgRN0hwVn0Nrm7fUedEoeUgF7KTG2g4+AlQaf7hkjOwEywd5zyHC2DFEzw0uYN8LBdqjhU1VwICkdhSIaiysql7NesPJaRELIa+9jIj4r6zpMnDKUHN+Dae1AWUlznz+3mIznVXLySErCiMknxhby8BrM5KEQYG2u8tDGk2czHuJsWCsMeaEB8qwxdOCSZ3wZNzx/PyXnLjgIlGKihQTr2/yRozjy2H201qyP8B41NdicUvHFmac16VWC8nCEQk6jhqOE/8iapEQkksYpa+SMlaPPVaLeRox+YD7LDnJjnZPBOxcqmbOSH+kuERmnpIEPJAeEUr5HHFA2jpZlTewBH5i6Nu1IwGls5lmNpAkuwaycV0SzqzugDnKsSmxMrJQanQzoG9sDuOot3w292eb9ibr8AqU0TAMbV+yxNHAJOgZkkQ1m1GKmn4lr0tiKiKYNkLtN12DDN9j0FbGitZYMMoZs1BBQGx8Vb47wjJXNmICyiNeC/TvkBZfQuugs4MhvNIIXKMZz3nZeYeJrPOcx1+C6f7kMNWsparDhMToKLH21wTUffQimZy6jXVbEOlUDriGK1ZHpsGQSc2KsTh/zm/hZzRmszJNxgA5MUZ0jaN6mbXDcjXHETqE3ZzBrU4yOtNjzVQv1Pw/gT3/rSRjdtQU/akJNhdxxJJYMqkBLTbDHFiMFAdXlCUxOiMG6TVIEC7nK8MfWsZwM0Qkpe6ORTp+dBfreiQ+EGF2X2BDF849+Jw2oUI29NlTkd6xajFUXGKkMFezcgfZPUc1+9E8627iZIFtOyJgtoWxBfvE+5ByoDmEPCsiYtirKmNaZSHPMbHyx8XyKs5TPUTbCatXFPaF8gKSebl937YFlaIRFXiuiRL3urjNwzjuvCwYEEo7Q+FhdeKzagC2sQoEwJIVFAYlpp6gdMARLES15DSiRSrI79BTQog0qJMV95PckHa5Rgp1CCC8lhGyvzgR7/lhQ6uKgEgKEq5DPrQPhpPBPc8G83eDoTkimlMYJKXckDKUBRRA4UvTnJVfyqVN6lh00mV7Cq9mDTUWPr6xC6+jj7KFd4BHNmYLYe9N/Bjz/81p2QAu8tPWpwCJ73jwznmli+WAFnJPB53oWw03Y2Jl5g9dc+EdYfvxdyQM4+L00R0wJCgB/+ZjfxNoFFLFgeI/uANUqtLMKm12TaBQlTXCR98PNQGXQn5RjkA4wrpFTKySon0KPJW0+y45QrrI1yvOsU2KozCfqoRnT9RUbdjuQuH3mNsQcqogdd3WgB7Ui70EY5AKKRPNGCrYKipurGc4Q5i7mmpEhfVe7inPe/Cmo6WxbL7SsHbEjT23hhIlwlaCoz3gth5ygtPchImHJKGm9CfkLlta+RqA7VrEqOK8PrVJV4lpR9XYvc3iybi5QeoQhChCUqA2wL+/SPs/lyA5qivDlxflgvcaPHfxrvPCb/w6qszBTh3rLo173WL7dY/9ngekeE40McpZ5aONiPuJYt+QsEsnVeVQrdxLJpOkof9n5BWkYVth0I6x5BTVpoTcnqI5NsXzzJs768xtx7tuvg7lngyjRQ1Sj53gLBhhDlceKchuawC6XKpnLuczPm4XPCeFIQaAgDjkBvHdLh573gX7e0T6bRAeYcAQW34lzFWBTlUqQNarGDkCbXr5KHM82TdKhyzMiLzzZh2bKNdzL+wMGjBjai2kfWsR6Nhmtb4Iwd8EoaQcegxLPuDwjGFaW0YvfD+BTYRinzuu+npAdtAeWoQGJs3e0YVuit/UCPx09X5oLOvEXWQlV2TUBxBoLWdLVNrj9wUTKHWFnTqwN3meobXdrVpTC5TIPyiJhX15fKtbhLa4wa3d3wEMuCJcUClShjMf8lgHhyXhgKXDntR62d05UgvRE6sCJsH7NrbIKDBqFQP95yf/3ChrJqJDX+bUUIu1rKtbn8EfrZ6La8sMKpIQJhbkdK4fauPmGxoIhLuuaFAROZhdKo3MaM2cIOjiUoCqagSwih8wzzp+XyaFUjZf/nxuCYSLnd7psRWdspoSVn02/Lnz2/cum7/mB6xcGT7wGOyfiHlE9ozVVKC86W9xfGtIA4CbTOR0P/58zvnLPsSIhFcJ50x/Z8RhO50VEI4yPmerSZ/v9kHObPOApZ8Qoh09MD+Ezd50zuDZKJqBMzpRJ3l5+TmWfyS6LZHzGHK+ir/IPCWGplcNYt2JOfKovZH1Mfk/QKcoViLApuAid285wTH1xw2MVCikXWWy9xubF++GWx1AhnwvWAl0XczR6j6m3/nK5yjBJzyxz6K8tbj3WqWwcC8bIjoI5xBwxfyDK6gW1HpTPzwmU+TgqGdnbPIJIpMH3Hlhr3GKkcJvWSwbfphGEkeelSNb2LNL5HFaJ9jtAzIDSmJ13D55jv/hZnW732/aAMTS8AdAQG0QM2YXEJFcbghGEkHM16rBcz0IhuC24ykPVNXz4nC/gHSZY6AbiMB9K8gOiIifrA8ygSShbGze0csXGLlpkaSpb8RZ/nZWC1lssalmytDigIjVmLDgkFMKQnLcjTvPsZumwYnz2sx93Db70Q3vzRFupaAycJ6wEeI0QdVELhVscH5i9iz1nQ9h1xLH16qUoLwzQ7e8XD485+SfZAec5KTAojjLULxMXBZRkzS2R4tF2UMGzCwNUAULBEbqff/uLsPcrk9jvUuGVtLJM5BsZd0qMMnsaC10iMomxoijY1LQFdKtgJwZHtpax5paI+W1sKJlVFJCTSexUbJDXoMCkK1BV8gBZYEa5WlG1ZGl0Rra40OZ5RHuePiB47gyc18GrF6KQVn42MdyULVaQz9aWUOw95yiomAidjGxFCcFALAynHBITWEgQjtWWxf0b1aEByTzaHzpLoqdioIhyjHHyqlRehMFvnY50v0xP7MVagEKEpzEzXBhkUl7FvvYegVabmfgMfJABiXlKAY4Khc1sFSI7TSrkWMhLr5BFqavKojY2eJo7vOpTzwP+8EBauOE1zwC00JTkLeaBvcwMnXLQxJYWZXnqi9IueuFrZUPkTveVxKDI876euBqbrsKmbUIFbgs99aimHqale3QjhW4pFEZrAFQedUXMRyPVoVEWI9MBVUU5OrLoLD+vcPs+ExuScRMgm9aSk4CZp9Zcg7v/1QY2H7QbanMKPemApoYaj4CmDmesyvagV7z2QtFKlepoNLCoFe3zsr8Rtjx05giDYChSHA3UsA7lc1SOCBZYeU7rkSuz2wSXlEU6Ide8I4Y/YyOEsw5CMyvuKl7cpGHJcGpl+4bNtvle26zjMCEpb06MnyGXnAPVCmIWCeNUnYLtDFpr0DmDNbdEkR8uhOh9PBtYxvCzlo0h0wnGdtrS+HpsDxxDQwOqchFaERM0FTNOBUFWezSNxdhQVfBl1cFXENWmRYGwIOxkVXCAldBCqYgdEd4gMIMMH2Bp80shuUP/09zGIVNSGgc09UXKeJgrrSgfISpt4pDKFLeMTWKgDcgR5uK2XuPfHPwAvu9bPoxEPZgO86TI5QZKNo4i1D6kSA/mkQivd3YQFtPE3nLK0RDfza7lt31o7EUr50SOjeZEGhrC4EIS+tapiJMlDLVL4wiY4Uqwz1z0O7eg+drdiQQh3jz1hSsdMx2kdUS3mDGVyIkZaBSlCnkdMp+Bw+8zjY1pg6mr4SsTcqSQ1lS4LhsZXHDMC8UDUZkM2GhNBzyx1oTxmWIfsudx3sOJykqakxRF06ngV1AmS5gVf98uOOklpEYaBY4jSqVCKzyIUVnyoGfdceVeH9mZZKuVxSjAFJg5b6gyNCl6VuQgDRwPUWFDlF30vs+VKBlJE7Ixgw6K9cZj59pCpAzaOKZIJ2oVus7E/BMb4H2xD9zClEY5bXykth2pDjUs1KdWcfCPr0WCnAhte57jJDqAkiLLyilBDSuSUYGdDWJdKJWISBKcRqX+8r3Z8HLJ8JqBjA5Yqg5uZvTSIYXGjhCMDA9X+0ht2+gOdTC8K+VSzSiT7un1HLICjp5kETOkfCFL+PxNO8KGb/Cnl78FG2cZqK0pMGspkXvUwFc6Juj3qMDFW2xkEG7fEWlFhEnmRpHcvHmkzPecUSqu2Z5HBZmjQORCcT4HsU6F+kQxd3DgXApj0hFKTedErToY5cNeC5H2sgaVaFbK/UAT24OaFWNOCArkZ5EQSjJSyWxi8SMCEpeS/DlPg40MIb897cOUz0EwRjLIEPehdL6VjjitfGKYYxaw+0tEI+7/U+h1ircHjqFRbGrC2KcTIEUpJA1ih7/YeASaownn3Qt3RzhN2NAnuVNmDz8PfnXlpL4LIAnXE7m9ONhO7HtpMnkeFuOZ6X9ZNVahwAEp4tIoh2Uz62+eTBnfQR/n0QtnHwmJ3bFTxUEoWybYpUKzczNwpFvoxz5iMNo17yo9eEpPCS7w7XsdZg86SB+VCqTEw87aNIkDB145v4sU5u2aTZZLxBnHl1VoW4O72l1AU8M2yeBnBUTCeTbcCL91/EI6+KSRO7C3o6Iinue9GEZmDEQaZiBXaoRSOTfXhhVa8Z2y5UXFciXDg/NnAkzOcy6TzwyduVtk0RoPbRAaKBeFV8V8lIZ2+rEjViCfFJyM6toJuTFgmAACdz7ENrfAaDCKjDPfdf2IAsv44hlGRbVQ1GIEwjM1MWKOWVqjKULXG/4ghDGNj5Uxosd2WUIyfR89hY6pnpmMIKfy3l42zmscXfNeibVIxtAyj4OhU0By/BR0utLQll3itubG+N3jFw90QPy68MxBsR/pJ++djYfuh9+7Ks6mNLayOS/2uzRkFtxeRkozKvQF4xnKoeifg/PkijyTt3+wqmB2pC+y3krfJ6eKMJSlLBJ7MS+yiUz53SlMz98PlOXT7eTbA8bQgEphu5FusaynqA0VBHKNJsaOsQdGDstNi5Vqhv3VOt70x8/GoY/M4JsarjFZ8qk3wWOnXfBe2JQIvWCDkaxKNTQsFO75yXVsXHoGHSLWS2dE+JJQMuYJG+cXCkwCOSSYw+A0qdzjb+BRg7yBkfUjvnLPDB8WjMk28sKZopJeCeepo/eIEkFzRh/peZFKScIg8yAHMMjcx2K1x8hEPkm5AhuU9SxyFSBy2UE3R+nlZqFxfn03bnm1h1tdyvMVeE5cmg/p3Y0Y2Ri2T8o6rMKsq7DWjXDULuObHv9FXP/PqZJrt+yhxhZLTYvlipjWxqrLoz4D9UK4JfrKoFg6nxQo2YpHKxVl55nO1kG1VGxMT6nYmJ4oTNdH+Lu7H4TZmSuY7tGwS+SV9Y2HNjawt5CRdEN7EG9843dDtTYVveL9qABjXEbioBG8oVXfK1rmc6TO+2xMCgDDoZiNxXmuLZKUPundHCJUKFupI8nnTfcXuPEIG2Qvck1efB/6YC39Lm/J+4PXqyJ2Nip+VvLb09rmZPoMApr1mTWLlJAdow9loruc46Do1moObNMDznKF4ZQM7rsuFApjwxQJ3hHq/cwCM5q3Nrt3DrXxAfXJkb0uQpcinGVOblB8PkjRmwQ1CUqnIyjRxNYE44o1L1xacyasz8CqVC9gSuJOeABtgO/MQNEDTKfErtUSC5DySCxbXDyz9lCheOWSobNuWU8x0h2U1tGrnkV7hXzLnrnzvciycpQMPusqTCxBujbcCGuOCgn6yQSYtXSPugrMb3K/5ucGVGJuZEawaybn41ff9F2AtQlJwH0W/RuGPRaWdphT63TcY7OX3Y27L98f9lba88ojRDQSaxuz+fm2S3BJPpMyYy8YLSEymOqBhLGKHMfyrJAOtwhF5IiLiCTIz5IBmfZqJAAprr2IBTIzyBzgRR0timggsk6pztOaC2uBolo6QMzCWeV8isQg9SP3zYlaPRJSGc620+3rrz2ADI2k+1c6MBVpggO5SsEFbKuqHcZVF6uCn/+/p1i6+quBUrPAtoYcjTwBNS9QJZXeMvwpoQcf+obfxvrZJvMGDH2nVOSA5A3oCQ7RJANOTxH3xc/sew5Ghe8zPac4yHlupWIBzIns+MJzJELajE+XyZQyTyXDwyIPgw8VayqhENGrGP4vnxHXleB54e/JQ1hyozNVMI07zcl2HsIzzRqufvzvwi3V2fvyWQ0qqT4dOjwXEi/bdUw1OcKPnv1BfM8TPkZzVAO6JuV7yRBlZK0cYFgxFP0ub+nLNaYAP5CjsZPmQTkHHVV6Nq0PBccU1JbBrffswWx3hXaFqhonKFTi/zdwuLPdjUNvuRrorNiHXMCLnm2lCINPB7xJBA4CKgKhFAy1DNImjIeslob3iMmypcHo+/M3b15obhf8P+4XkEIb2I2ilzVA6srvzcsTkWtV4t058jWUs9KPRApvNgsBVmDl3lEpp0mHBOxBOBbSuu8CXMV5nfIcJKOXS8+C80MiaxnCuFSB5+e+KIY+ejSwwZEQWMzmOAp68MxY7CzJpKh4h7wR3q9kBCA4Zyg5O1ZeZzgNX3bgUZXz0XlNym7bRcw8AhaeKdcZLslF46qguDcg1rmYi1ZCkRa03rmSKeMm0mBPvIbuPPysJRYwINHTBiPDBSNXylfSwX2Edhp43DA5A4fecjUprip9Xp452+UqyH5L55T1Gn/+6N/F2oUDBQSLz7NjgT31qcjfHOVdOOp0MO41eK5JCRkKXJQtReqQOTHKFkkysn23/fXTHInx877yiUGtZeOBHR9xzVN+YFZLA0QDHA0kdn7E8170e9BAnD+vp1JjHeZUep3q7QFjaJSb20LRgVrXORd/RVSgS5q4x9P3BcWe2MwlpWtU6CUrzg5arUz++UKwDFUElW1wg4q3HIiP/Rfuugx6NsdtsF1/h6I0av6/dtIkjSO3QSap+IWkU3BF7PiveX0o3o/Kj/Bm+8hqkj+3ExXc27VapTom9FNaGelGXJ21hGvw4Rl/Cg/vpmuw6UaolcX62RXcOHG611liInsHFw9MHiAn0yiZnQ+ycEBbAA7QgTEHncJsWqFb0qGCM0LEMCWIMktQnIeCgcYrAFoc8PCYeYNfvOvRVC1aGIyy7bjYl9xHQVE5+tAG7kFnZx87WYGvFD9vnSqDD8GGkBsws4MW9jEPSQpAcX8ZmfzY5AK8/ZYnQjKy0Q3yz8/t44Cik+h+qwGoEELNGvHsFl0bCYYjIzuKefVZsRf7P+/Mgtwztq0U73sZTdjZEWgLWZM5c9iwC9HYZs8U9vEPjx3NomgysqN8VD6HWglPi4Vdi7wJ+SyjQyVQWnMifpR18tnLqVL5899bbcI9+RuiXMw+O6CMt96ghcbxB2ngIReQoeV8ND4lvAvIZXUJKYvrxRbn1Jx9DGxzZgy0GkU9i8zY6CvQk0MW7rKH5ItvjvIfnVm9aLnqf6hosRI8QFHg0hDKLpdfX8rzaMQN3ccP70cZMWEnKOWKeMoFi2eOuJQw3ubS52a/0DrrwXFL2vfT7euqPYAMDR9lRK1sYiravYJuWcM1gF12GI1arNQznNmsYVVP4GoNNRqlYn2iyBWCl8qwlwrM42/nHyBRb5SF6pg1BQL+VHB1A7kiyklj0DGc24tMCC8sABzuduMv/uuTUR/ZDP+e79GOCbgBllRpmxTUgaJ20SM6T1nx+e/ysEoHVoUWBBWIiXcBNkHeOxUNrrnyKMK7Cs+R4nFx2FYKPhW/1/MKhdOcGU64HokO75VQrfwAzbvWU9jl84pCnn5lRp8ZOMEuQOo4jN4hFs+yncH6bIQ7prtxzeQ8AMA9T50AB6bYtTzBaj3FajXBip6GInYmeTbZ0z+nSQNQAJ3j1MxrCQKToFMIsEDdAWYCmIlCtamAO0dYP0ejGwN25GEbT7VsKotGJyjUSLdQdZWKXgVPLjSIVYiT3pXFEbsL73vtU2COTzPYBXnyad9yCD89MPFrsfeYvIErIT/2n1+Dm75tNyLHPMNKPOIiiAd10eYZl1wV2wWFMjLbFPulczS3L/qmj+L6f1XFRVMaGyYm11q8/kvPwPqvnhsjsxzR4DEbkxingKDEeAEBZQXDgwpFeoUZF81zTaZUewP4yqOq0vNognKtQjQt88YJ44FrwkwdwaFUa6NXlxm14BVmjthuAFl1nLUrFE6hpHg3ATbFfYXR6bvyUYnfswRd7wFLEBLul+4UvNPY6moc65bwnQ+9Bre9ooXqSDlztQdqmotKW6zoKRUY1SAomxJ9BzLDq/UaE09ED50zNCc2yYLYVzHvCHPPe6dRFmNFv6MykcUpn6cEnQOAx658DfrVh4Gmjmu2x3bnCco3i8xYNZ70vE/ia9+1nyIa3ieZKghXEF8eXPS2ZuiU7qADDDkxpAl2OR5viGBKOe7AynAecWJfB0fgmBRFhc9iYC3K6EfrK3z/kz6ML714xP/MvyPWTKzVEpyOBp7qgYRnPGS4pf4nnaALCdKlUUm2aQ5H1AgyXTpeVN6fXuNrMyzRI0CnQiQtrLsWOiWDdwEm2gEcYe1CYUMHgvfFqRAOgqFISzRkMmpbocOcbl9X7QFjaPBImQXFQUMpDzeuYOugcNUOTUWMU3vMJlZUB2cUCecQ/o37IghKrjQ912unMOhBKpuNhoU4dQsBmH8+CEw+/Ph2vlBkRNt0I+x5x99BbWzF9/ycw5UrdwIi14KwBz2KUBb629LuDTT2BDKlIGPVIQytUtniJrn0s3yQItm1nP/MewYfoVORKSxeJ/2cK7B5HAuiA9ITaktvEusKA5eO0Dq5Lpj1JBwMESvrNDa6BnfOdkMrj8sffCPGyzMs1R2WqxnGug2GI8jIiEXKin4PDKPMC8oO2PKwRf5cYjKhE4pZoGLVHaBnCvW6QrtK0EVfBWVJk+HARiEbvlCKWKSk4aAQK1tzzs6GG2HPOz4GNQ11cuQhvKixIiAOd87RYO+thcLrz/0LbD5klpSAge3Piac7iQilJGjJOsUaEjKjh5Nv/8W+j+KfPeZjURkZ8nyybDpy817sfu+n41zkECda36rYF975uJey/RcMHudVKGjWhM/4pLhqxErjZVExml/RV3YeCE8qUV4GBYfl4ABOHRDQydK5k+3fRCyQscapxTlr8flwjoaEc/KcBP22tQabrsFTd38Bv/joP0rGl6BrrhVVizaseJUJwtIGzTzLOlKeSlkAn/ouoXA6UKxy7mAsuioiDIOsiKFdUB3B/7r0f8JrndYhy5ywJ1zI02F2phkMXn3orzC7dCvlOkVK1/zcSOvEZ2uPoUDkyBHfXUBgMDcfao64Jgddfmby5+P6QoLNWSj86P6P4JmP/Xzaa6Ilr306J6ROoGVXhKEx1G1O/M/qsQzs617bAaRAOjHiIJH2tdxbVLCwgvMEL1M234f8fRnRaJn9LSNLEB0Xj1A+szwvbdth3PfNn4KvU7w9cAwN0VpnYL3GxXvuxm1P3oPZboVuxUM1DqO6w0pQzJaVpcQ1rh0hcLCydkT0XiiH/7X2aLz2mm9Nys1Ai3hRAZfof2joe6zEDX2+T7s45+Z86mYHcQq1+qw3Bh5vuecJ+D+fuYS+XnrvB7rSr2xMf0savaE+slJGFJ8+F+qFYiIrg8c2wKgjvWAcleA+9iq5DzEU9YwUF5lcwIchG59zDBtAYG7FnMgDLr2vMqUTEIq6TEIU+HBvFWadwWbX4Hg3xvFuDOcVxk2LpboNCaEzjPUM4/jsVRbB8arfb6K3zd/cKYaWI1SOxyfYciJdqSVjQzlai67yKffJhATRQAfKzDnKmDTHQqllhSVy1ytLdSDEOGkAyBRPbkbFji8cU6K4jady/h2fv8VK8E6mzQbYENcsyZRrVu68IvkFVoJ0NOKGmgn+20ypzSKZSY7JXDMLRfPnxbVZyfCUkxDpTV0D37ZZcr4Pz68JzyODlcom9oCsvr7HbOHo9z4O3hhwPR35uV7TyWCQkZrMkEJiA8pZmLDQCCXiDlbSOBlYUDWD9mDrNLZsjaN2BUftMuA9uiWKguvKYVx3GJkORjn8+A3Pw8rN/Cz6ULYMNpU5lTh6nc8ljZtlEiLskIvO/t6xb8TvXfONxbNP91PYHkqYyau4zlPSNMGnqIuy2F8mW6Jx67O9CEAkCBeyWeYCzmkRphknxGf7JuYVzbtIIYM5gpmujxzS6IrvzJk7XZ4xPI4FBhMbGz7UyIlGQJx3+pxWDh/YeDh+9nPfRWvI9OtAbWt/FMYG595EumYR0YDIlaIzKTlgHBTtqXhe+20V4BTBTfko9wut+XQ74fbAMTSifu2xbkdovcE/P/MjeM6//FtsHlJoD3RY3jXF3vEWzmjWsaon2G8M7EgR41RNPP+uUhFLrkzinmf+71+95sm44A26d4BEQSv2kVTiYthXFGXLLFYOAftU6I/DukkI+J7XQQrMxLedWHgShMJD1gUBEMf0Wx96Mi759Qm47oL8bhmi7R1W8xS3cABE70kYTyrg4wkbytAUMRex1sC8R11QKUL5eLgpoUyZcLBp6L6RIZXvAUVMIzfIeqgoNmiGBGdJjxnnAxmUzHkdGU+ooKNgneIiZq0CWo3JrMaRyTJu29qDO6ercF7hjOVNnLW0hjNG69hjNrGqJ1hWhqBHle4/R+6TmnMgR28qBjXnDHIAHZJEFUFerIXqHMzUwsw4GRzQM0C1NM+uATFOVR5VbTGuuqioGuUw0i1QV2AIAkMxnEGEX4y0xUi3aFQHVVVAZeBMf6wyub8/TrGHwr9d4NZ3Yc+58Dl0FrosrBe8veUcsrLslUqfF1OZ9jUr+KJYXSjW5zzBhqauTvkcNvWhbLW2lGtmPNU1CInxroKoF0P7nmFOqcNaKA700h0IMtFpTG2FtXaMO2e74bcIZmobBTvywMiiqYiEoFbUh7FuSYb0IrC07mfBcGm9wYXNYTz3P/w1/LiCnrlYH0R5Uup7zQQijZJRKcg2TsSmGisdkSJE5Vf1HROe1ggbGZyjQfUxCNamA6kBHOBag81pg7unK7h5th9fnZ4JOGC2B3BLDvWow2ozxYqZYqxa3PqWi3HW/7mHIotG9aPEcU2oCEN0XhG7VlnITRrcBlABQsg1Q8aqxVv//km4+I1OMDjJ5y8cMOHGmfPLI2e6C0qmtZqeWUiCp0KLpKx6preNEUjk9w0J8jIXq1ayjkZYr1y7iecn9jc3jMgQTKgAqaArOZfO9KhY4/ki1nlWN8frcBSlfZk5zESLEFuVIINEs83razg3LpEhBKYrZwJ82AkZkO7HOsdvfemJOPO/jQPSQJDVCJmechKF0eNciFIwtBV0Hgs4FMHhRqRfWAfduQTnDHLAOR1rjgAsA9N9SirvIPrScxPn/cKq66fb/bo9oAwNXsWdJ4/ghdU9+MH9H4Fd8tDjDrWxGJsOy4a8v613EccrvQVpI+dhUgOP9p4R9Me/QPcsndhyz7H3IkJMkvDKMdzoCbMySddLD1fmmcm/1/fgi34Vsk8qyEu3GajPfTl9L15j+LtDraQQjF2UhpegkEz1AYQ3ZyetEOJDnnpu7G3a9G34LD9j1RsXXzabw8H777Cf4pnJQ86j77GlNUiKlITqJGytOPS7CjNLTClLFUUzxppeBg4Tb4PyJSEUJ9j3HTYZEYlrVFBlZmMA4I2PeTWKoSaaFF+NQIWoTd5XhcxArrVNXnzJkqbE80VSrICBpM2yibXHxoP1Pk1csaZPxiknlZoY0eNrZUYJKQLRyEgXGLwuR1pj9A3In/vA/s3mo1ynrOwHGkwq1lUBxhDMlCNSnLsWnsdgG5BrPA+79QT/7sA18FqhzFebX6NEpejVgGwroWHZ97LrDPUrrGUunOnzF2xS0IiUoQEqHeCAPqNe1nDY+4U1qNsPD96PO86PlCPfAKCaJj0TOX9xjfvMkI45D4drmM9cH2Vb79kPaHiDxV35K0IZl8aY5Y5w3iCEci3vGQ3+3GiIzI1DuVMLZHnR8TCkNKZkzJcPt/hu8f8c9qoGHSypn/n/etTpOyXf4GddVcKozJ83QwA3jo1RXf3FwTMr64v4sqqb9I+ocyRHScbQBUXV2YFgnCDTSRj6zLkWzig6q0SbGymUie98sftBU/EcPnVep3p74BgaYbFPrcGR2TK+NDmEj00uwKem56Dd16EZd9izNMG+0Sb2mC2sqBme8MF/g6XDrUgEV8ET6GMSG3tjyDPuwkGbK+M9b3ex8+RmUy55THLlJVDPBU9pBrtiTzPX3xDREPYypxtIj19KmGYhpQVbSeToDsp35vUXxha9N3+xS9hD8TiEYNNRsMVkWHFYxVsEYSiVEgcNI4W4Lg42/rJKj4a92V+ZnYnH/+XLhxlO4iv39jF8iuezP6jFbTuvDUehOLQ8edIa7nz+pVQESyaEM3QjVEuedeRdnLkKWjmMqxZLZkYV7vUUd9tdePxfvRxq2hGLWqRcLOZpcefE7+JneC42cLBnOR0yIuNpPWgL4mTn4rcBiojKA7WD1h6NtqhCJINw7QGGVBVQRrFumc5zrKkyccZ4w5E7McbBiFM2Xnr5UKWZk5Ut/4/ZjoTxx1E36xMnfm/OCqdDhFJCk3ywljyIYo65Gm+qqkt9icXRRJMRiloF47KugiwTfYgKn587F/zM4hgtYDuNrbbCZtdAK4+bXvporJ1fYbZKCf060IQ3uqPnEeBTg/slGMs+zgEx5LU+JD4H/n7NSahAhMkxba4KkMAew1GpeAc5rRGinAuScwcNGmsRax2FudCtAjoqPnl8Osatk73onMbXnrMXk0MdzGqL5VGL5WqGVUOkDJQnZcI+FNG24v5S0X3cnptw4ysvz2UxCqNBIVCuMzzUo1E2jFWzVp+UdinfCmWfnr1QZqTThxPCo8HJEQ0N7xQfPPEasq8RfhzurYKjrtJWnKU+z18ZOEdLo8GCoaU+RwQINMDcVjgKynNT7jASIYsVPBPn1AWykeJ2cu2z3eiZcU3jkau34WuvfBw4OiMjSgzXHuuWaoOFSCXE3HrtQ6Qy7+P+ah1fe9U3wu9aTo4DWdPJpegtP9Prv38Fa5efGwkItPUUYXXIjJKZN/jadykc+5aLaGiDa7qc15Db4V1AMJz6SvPpduLtgWVoeIVpW+Hw1i58Ye0QPrr2EHxs/SKsHNzE6vIEZy6v4ezRMeyvCDp16X8+jubme+BrA9tQvQ2JQVYaMJo2vfTCqJJdYo6QlBztMuwLIBPs0qvvPBUOY8YpShbmMGihEHjB/c9eEhZKHK7P8OvJMyzZZ/iQyiAJ4ZV5DMNljBqgtCxw7PwzQad0FLKdN4lDPyqx/BJCyude3ewcKfo55LU1cPjs1nl4xH+8CWraRiMx837z2ATsCkBesG/AYIt9LG7s4ikmDu0wFypMLj/j1lWYeYO3P/6tcN91BMzaxBSxbGSgU3CtxrStMOkqtNZAK4/VaopdZopdQbm5vduLR/zsrZQgbVSCbOjF3rD4yEQV6jjN8rGG9caYbRsUJeU8sdAEiJ8WimM0NNhoqBz0yEZa3pHuQn5Jm/IdZC6A8KCTUUJQkbFqieGIE8cFVERCCnRUPOMgsnGr8Fw8EMgKAr98ULaUE4qYiDAlLzh5wmOCdzF/Eg4ZvcJOE51kYC2KipMlJQAIlJuejEo4lxRmoTzW2qLWHQwcKSRVFSFzcf+y8RUa06ES3porUIvcIAuoTsFPDSazGust0Sn/2L98L9YuAto9nqBCtcVS1UYjt45OC0WLKXQ3BoU8Ijbceh0Yy0LtlZmlQo9tglbIehQGPhBV5BWovRifDutDq1BDSXl4naI82dyJ9ZwKKerA+kQwEtqH4dUCaqbRzioc2xrjtq3daL3BN33HNdh37jHs27OBvUtbWK2mAcI4g6s0lNZpHxqh/Iv7dy4d0U/f9Xm88Yd+Fb0mxosgvytjYwG8WnUh7ymQQChEYpNy32esY/xgJFQIhTHtVCzuNgtECdEAH8wjSfvQs7NOifoicBHWqoRBlZ876brS8x4h/p1Nzq3wce/ys8IN5BBIr75sfWdB/t3cj5cXqdxRYxmANJdP2vVFvPHFv0p7r3NEB27pZlr7KOeU8VARfrd9fZRzq3vw+z/0enS7xzEPLIOY2ZTkz8bD27/zKhz+hgroqEikbhHhnDJS1MLg3d/+P3Dbk+nNLGckjFNOCUfArNex+Onp9vXZHjiGhufDjDCFE1vjeEuJs03VoTHENsUbuFYOuPueUN1VHMyFtyzRpYpqujExcX5CuGylIJvrVBaGAwvNWlnoix9EfSzgFqWc01IxHoBOJXypD6xT/Pm53em1bT3EC1ovYboX1l4wN4uaMBaAHNvbeoPu9jv4A4MKdxnx3vEBUjQ7b7tlynr/3+eYGfYtbyFBp/JcHGaekp5xgL1pPtTPsHQg33EnIiEAxDMsxkgH5XzBP+85OHHw0JiVMKb6yf3ZdcQ6lJHCpHywQtnHOUtDMCpJglFo3jgXNl/8DI0MqDSmyApVtLlsOAPX7OXEeDfXY9q7brluw9Zmj3ZGXFB6Vxd1McvJSX2OTo/g8Ji6CufW98COPFzlAUOR3kq52Iebuj342PEL589F5uVkti6+v/BQA1n0JSW7p7216Fn3csjKzZ05QQYnRezD/h60XmFqK0xdhf31BkZ1h6aiJPC8lg1ihGEnZwQALOsWj2jW5kdhyj0cWQM5R21gjga+t7ANrXMkJb5fbFRaKPMvWzIBhjdDX0+gg/J2Pq3Vk229+hxSGb4X1y1b6emvlaVnLfNOeL2xXFSOlq8sGsutMH64GXhc1ozTGhqIUHNfuCDmQ+oJbBMQBoXRWbaLqg5+XJwbhZwfjCy5BJU+5Zs7BV+neDtlDI1f+qVfglIKP/7jPx7fm0wmeNnLXoYDBw5g165deMELXoA77rjjpK6vnIKbGExnFdamDY5sLeOOrVV8bX0/lpsWZy6v4WCzjjPqNRysjmO/7qDGY0oEbzgRXHpRfYRrcBKbVi6wUan+AbZNkzkaANLm9NR3GV6VybYXje7Abf+1gh+PIse1FrUnvDBIYoJsTAgsk7p9PMQ1PBrVoQmHYlRSTDK6aGIRk0nLZkplUAjLGDIGKW5dSNJrvaHEMqaRZJhQgbedFwbvRZKQG4dMgcrebC5iFZmY5HejYSmV2OIkK+kpT7CVEasU5WEWF2JyoaTfFNHIXp0COo2u02g7g9YSdKlWjqIBKrCo6Wl4/iZ6wGTExwtjc2Hz/ZcKho5MZKeKxlQzwVsX+f8h8jN6nsFw/yrAoJZMS3AT1WJVb0HVNVylQ5Xh4B0NlZAbYyPso1GWDBLhwZdrPdXRGEgIlx5LnxYRR2siZS0rAGGN6hBpkh5KLmTmApxEiRwVmoecOpfmDBEOKZM1VTQmKdploQkCVIUkbw2SUZxMb9oAO+ugjKeIRvAyRs8y0pyzYlpS8qowRoa6caHFtjU4srmEr24cwPvueTTc3hZ2bwez0mJlPItQobGe4eeu+05c++ZHUqVok5TrgGwK007VtSeuDrS5HqqlWhqKYXbBpjA6RK90S1AkmVQtPbsh2sWGKFPbRkgoFiuyMkG3YyagzqZcI0HT7Gcak0mNI5tL+MraGfjy+kGMqw77xls4OF7HXr1XGwABAABJREFUwWYt1bIxOs5FZvSrvGL4QiaoQg6T8UJRAqM4uboLkDUfIns6yki+HxBE4DaasyqNTrHfW28wcTVm0ASrskWORqiDEWVOfDZJJqdEcKay1kSvO/B4uCtRIfY6o4gvk5xjX8FRSR/7wXInRU3yeYhkADFsPeCAE7IzVQZnJ0l/AFLup0g21U1hBq+J91AdrX/DET0L1MZidzXBXr0JU1moUQNfG0Jc6HxMQ7K8pFinKCzLYxUZ5Ta6ETbcCGvOEzyw7UgGuHyKEkmKJ5hYmCNZByg+A5c7w3pOu/uDoXG6nXA7JQyNj33sY3jzm9+Myy67LHv/J37iJ/De974X73rXu/ChD30It956K57//Oef1D2UBdBp2M5g1lXYaiscm4xxbDrGUt1iX7OF3dUEq3oLq3qCFaUDprlKmHDBmMFERUYRVpi9rgASFnZBm1/YLvciqkKwsxLXOY2Zr3DQrOHj3/gO+JHJC7oJJQYgqBAXQYrsUYWSyZ5QiX/WSmCZRQLxvDFx2Hhuk8qpcDXHA6BIho3TdJLeqb7zNzyvoGwQt7x4XiXVZNCEFNhD7GIRQ/68fNYn7ZHxbEzmWHVmPLFOC+9uP6GasLU6GG108GpFBbAaZdEgFE3jIlhZkrQ4YKPisYCVSYxVGknSEM4qPHskKEVpbJZN+1BcjYyNccjPGHHRN6N78B82HDQSnSfBRQxrUAUTWQ6Dm/9M8rFx3kUq3oZsTOnzYU1HJUhApwb2tsQ5A4URLT+LpONkEZCQbxOVDBOSj4MHfaRswHKn557BdNSgLodIUVquN6soX6TVmLY1jkxW8KVjZ6JZbmGWOzRNh+W6JS9+iKbd8eUzsP/3PoHMWcHjE43gIwydAhnXXWDeYaeL4nwLG6LPQq4NGM9hiMOseEOOAvGRCJ3yogaBSzDVlCeFeL5MZjWObi3hyGQZI9Nhdz3BnnoLe8wWwcgUkoFREjJwOxFBku3htHeZmSjLsysdRUjf2XELslvu92QkB+vVu9z7j3TPPJrio5Gb6pyEvoi6VeGjgy3B25D2ZDD4WdGdm05R0gsPXDsf+73XhHuU7XFv53VTLK9/66JBqxxQG4dVM8GynqKqbIRE9lAXAy1jExPw3WSUAQhyrvMaE1ejhQoOBpvYzgr5PSRLSc4np42UjZJxM8Ks7yeJzafbibf73NBYX1/HlVdeiV/7tV/Dvn374vvHjh3DW9/6Vrz+9a/H05/+dFx++eV429vehg9/+MP46Ec/enI384RxZpyz0QTHqLXFyHQxifT2bg+e94Xvp+8U2EeOZjDuV8KMWKCXEIWhjT9UsCYp1X1lLColSEpGyvMgHCfVKsgPQB4rQ2GosvIAPl94eGMeAndIIVfG5ZgWCLVFrVROeR6iCi+qnZce/yEFVS5kmeQu+5jliw9c5KThBOL728EgmMmFozU9gxICduS5im14T84J106Qyi0rtKJx9dgUcRNh9jnPb6HSsYOq4BLeZ6Fwz2McJk9+BOUdcEXjco3P6cPQc0qF4VSsbK61QxMUW1Y+uQr1IpalzEGQ3UMOCMIg0DFKoZyKlMNxXcaIxvB40htyvvJnbh15zrkCNUd+VAdSZAOd6KYbYcvW5GFnZUUom0zlGmGQXA1ei/3BOQxRhtGK22/Wcc8PPBG+qXPoRlSsFbylKNrGrMGkq8i4aTqMamLwi4n8uu3nQ/AcqDRvXZlYDIVbnnMWZgdXUkQD4VmHCt+16kK+VP6cU45VygOQ+VW6eAb9559H6Cw0Llw+gmNXPpE+wDTTrpyTQG3sEXMPRqbDSHeR1GDMOXwip4TnQ27fuftwXsJs2FCcZ2eUD0a3y6FTYi+U8mrIGCvPISmLyzw5C4VD5x/B2vMuFxfgexVnYnFfzpszEPDHNBm97/hC3jnuH9OAu7Rm4RQ6m1jwhqIMZVsIfTzBtt2lpLOBI9kTr+FnM4pozBzMFDBbCnvHWzi7vgf//dZvQ/f53SEyJpwNUc4lpEFvPlNyRZR1bMhLylqKrBjae21H1cGtTLbv6zF0sZTryNeWjXWLSG87kAt0qrb7mmHqNOvUSbSXvexleM5znoNnPvOZ2ftXX3012rbN3r/00ktxwQUX4CMf+cjc602nUxw/fjx7cVNOwc0MrKVhG+Uxqqhy8pKeYZehcOQXJudi/B9WAO8pJFkz41RKQmUccmS6UbPA7uJzHLnKD5KyMQbUAbTJrAvKilBeohITErW47gSozsLUtxFioFsXk2xVq2C7AKMJBzNGI/imiuNhOBiHsXUoksaJeQlPrIS3UInDY/g5aLgilI1coS4Oq5RoS+Fj33UxqS8aTp69U6p31howDEz0TYbF2TgUBzC/VFmtNSor/WfGybJAbrickGFSRmuAJLQdJR53keVIY8YJxZ3NBL22IaG6C0pOgMrxZaPXV88wDgo415bwPficX+gF8171FZxoGKv4d6K7TPC+//5tv4OvvcgCbQtlbWARYgWNGKhkk3SXZT8gitNRPQhiV6m0w9ik5OPdagpUVYRZeQOqf8OKOEQELnrUkNYq2BgkucGFrLoACZt4Q0nRbZs87g7QVkF1KskYkKKn4r4ZULY4ShLmy3kFP2uh2o7mqgXMjNiN3GaFY9Mx1rsRjtplHGvHwHSWanQYH50GI22xrKcYKw9tHHxl4GpNkLPI2uUBLXNi6DoPa+7AK//jO+BWx4WRQf3RUwXMNNppheMbY6xtjTFuWuxenmDv8hZW6wlWqilW9BR79YTYxIwhxbqAzCmHAP0zMb9h4musuRo//9LfxtGLRzBTC93Rl+raYlc9xZ5qEytqRvl0xgCSjSzINKgk12K+kuqKxZYUomx5h+fNjHhP3/N5XPnT7wMA6NZGNixlATNTUDMF32rYjpjDTFiTK2aGPWYLq3oLB8wG9ugxfKXgs30olcShtc/yILdiM+eGkFcMgY05IUx0oUVdCo6AaR+/w2uWjLEURU37I9zUIcJgyqT5/3LJH+LBP/HF3hhiH9lZp704WhKcNTnt1KCBMQiF8gqtR6rZY10yADsArUZrDTpn+ko39wvoycFto54L5D7nR+lCzSprSzDE2XpFa9/VBFnyNfz6BvT6BNV6i9Fxi9FR4NI9d+Dy8U349J8+HBe/80io86XTmW7EWhJj4OfqwGeqKArKkcpWwXUKbXBobLoRJt5Ad4CfTGC22ii7JXTOwIWIlpivkk3NIzk1kCJXrTPwbQeGW51uX3/tPjU03vnOd+ITn/gEXvOa1/T+d/vtt6NpGuzduzd7/6yzzsLtt98+95qvec1rsGfPnvg6//zz0z+FZxJIikYllOtGWeJA/3zgHNdC2AklVPJ/ZyFf6TmC0MEKDyZQeDGFgsNNSYVUem5EiDXiTSMmkj3eYX+Ha5Jnu4PSScGMQl+RsiY7IAWsZyWpGFPq6JyHsYOWvIZDEAafhV7B48lkWVL8qS8DCsOcezPNZYzWSHjNNs0MfUaskW3bAi9EVhU4XIygNy4pfQMGm/eqd1nGo8d6CtKoElOeKSv/QI0Zmp44Pox9+9cJty3zbaKhMv8aHFY/5kb44uScNG/SEFQIFJmkWE1cjS+1Z6a10FPGdnCYDRiBMvJGXjhEdrTSiJYyZrANzDMra7WxMGfsBySNaoTIJepJZkLqUTMzRl8TbObWbgnttIqQyXLu6PBPX+d5fGRzO80hexuBfO05wFsNZykHhXNrGm1jvkwG3Yn9K+c2/Opz2Wah8JzlY7AjJXK1CCbHeXETX+Pa2VmZjJawwJNez+IZAqTor+oJvmf1c1H55rnI4CciEgIgGrKG2a7gcX07pfksnVD3cu9xd8tIiFE+nFlpP/DP9J0EDR1q220ZKb8vqtbxzP2fL/qmBsfX6+u9cGlbqBQp5irW5foKnbiuq6Fb7lt/rZTHiOXIzRAkms/4E+l66bOJaz8ZT6030GfsBwByIM48zNTjyGwZt3S7sXSnB+48knIuxRhkZLNsDi7mgGUymGWXS9GVSKHtEJygKYKrxNdZzn2lq6CmOtuPvekSfWIHi6wkf7p9/bX7zNC46aab8PKXvxxvf/vbMR6P/8Gu+6pXvQrHjh2Lr5tuugkAKGEWIOHqFLqQMDsyxPW+aibYrQlDO1IdVNPAN3VMskre/+CJCfSbtcjPqFWgkYxh8eE+LkzfiOEwpMNLYCkZasRJYxNfY9NZoKOXah3MzEPPPPQMcC1RnZ5RHce51VFg1MCNKrhGxerArgJ5NZVHbQiWwEmTTQwlaAzRR6Yx5UKiRwkIREGWFBUVJZXE+UbliT3KQakZckQBAuMZDCIv62jEDiY4QUwElzS8kolLKGAsrHNIWW7YyBCxvN9OmlROlXAe8nw4rymZ2KtkTPJL5OIgKKHsYYpzE6AwjXKoYQFtYs4RR31yeBl7Gakj1qvFh784qDiaQgm0Kbl/4n00lJQTsAZWBhCebbgnH7qNtrBhnf/Cjc/Fb7/5WXHzZIpy7dBUFo3usKyneNfdT8B/ftOVFLlpdCwkx4njXExOsiLlY0qGkNx3nP/C65S8pyGHoPNQXTp5vaeoVFkk07OFKux6TjjmZ/4dF34Wn//586EsXbeaeugpRTTggK1ZjbVujA03wswZuLX1ACMjb76qHUUVqgn2mg286AM/gjPfN6L50Kqg6UZMlpZG0Zfbg/hnb/xJ6GObcQ8y2QQ8Jb7rqYaf0OwpRc+40g5LFXnxl0ybGPy0hwpV3WkuIJRzejlLXuepM1izYxyxuzD1LXTnYTamGB230DNKhj1rdBx7zQbec8/l+IVfvRJoavgqpyCHIgpbzTk/AXtFcCJpfKrUH6mYIkXoUoIuAmzKi+gxJ4YrwEpCBBUplxlCZqHwPW9+JUZ3bsTnwYnScV7EXtTKx5wgWwiV6ACSCp1OkF4dcpWYdYwqbScvc2moAwnCJNcsP7PcsEoTWEJ5s8ZyVfQ5U+yVT3WbBEsWJbAvyHXM5KTGxDdovQ7RsQ6qdZESWbcpysj5az/wO/8WZ35yRsnmRQK1nHtuOQvjcJ8iTGkI+gXkRCXZWahSTZKQF3HcLcFC47r/sg/2wCr0sU2Mjkyx65YOn/79R+EnfuOHse+LE6hdy3DLDVyjCXkh1j4EZDDK82INMdGDzPuDJZjZzFVYt2PcbXdRRKProFqLetMRxW1L/a6UQ+sNltUUL/yzf4NzPth/Vj6cNUr7TH/J9ATvB2sCnXLNn4KvU7zdZ4bG1VdfjTvvvBOPe9zjUFUVqqrChz70IfzyL/8yqqrCWWedhdlshqNHj2bfu+OOO3Do0KG51x2NRti9e3f2AoSSGg5EVsaImcViFFh5VhTlaqiKE8EVQS74YFbowYxSYSw+kYNwlfjbOS1ROYomLPvSex2Zb8JGnXliJeIkRd05mBkJAt3SwVcph91mgv16Bl9XCT6hkwBI+F6J1yYss+ewe4l1R/o5D+4ix5R5/8RHCQ0jKiNDwTvfw9qyZ5ku159YejYqHr6ZMhomU45NJh36Rc+KDx6xowmltf0O5+9krCWxw9wtn/0tseEzhtIwdKlMBpeHlU/zwownfIBrAI3IW4ieXxTGBlKULiu6NzDW7FmKvnNj5qmYzA6IPI18XZO2mvrgvYpVwS00Pn/DOTj0qx9PUyeUJVV51IKF6FOHz8XZ/+PjyejUcdnE72337DJj3yMacZ0zaAO0h3I0bDQ0ItsbEG/YV9qKG8Vnl5KOn736GbztGW8l72FHCpNpSclXjoozbtmaohpOw21NMqNRGY99o83A1jXDmR+qsf8DXy1ys0BFvUKhxJLE4Y52L8557Ueg1jaI1jLMhWS00zOCWsCrEPigqEZjOqxU05DzNkPNEY1QwycqnsUhyRDKmasw9RWOuzEm3hL8ZdKi2rTQHVAZhz3VFnbrCT5z5Fyc+8ZPkKwWUMASisTKLMCQFvmwkyKdPxsVIS2RRQ2IslZx1WYr1wm43Ay8VwKuRdBFALjglz8NffdxMjpFcvaQZ71sZhtGw5L5KMtHUULOZYbNzskRsp9hjCX5wzxVcUgex/6Gi5KsErVRgHD2DFzPJ+OmDTU8lAO8cwTRDLBMZivj/QsAF/3OHVj63K1keGXRsP589GpCzYnOAPnbFio4tFS2uAaRCh6hJgkZQ1NXw3mNa578VrS7G6iNLZhjWxjfuYXz/ucteNBvfBnNDYfhxw1cU0UWPkhZrpAZGbFfiVECbOxHg98pipoGo3/TNjhql8nB4BzQWZgJVQjXYd0bTfMz1i3Of5/Hnv97w8DE+JDbGm7ti6rg3O4HSvPpduLtPjM0nvGMZ+Caa67Bpz71qfj6xm/8Rlx55ZXx97qu8f73vz9+54tf/CJuvPFGXHHFFSd8vzJ5SQoSqp1B9TP+6Pg34Fc+9jSgqkQieB/TqgLcgJOsmcUoQqdOBpbikYyMTLlOfZfeMk4Wbj2IESJi+AOmewboNYNPX3c+XvWp5+FffOEHgKaGq1WOZQ7GkxYekJTDELq+IGS8bRsKiXolFGR5WCk8ZOUwjvzgE9KBKuZg6CzMaPUKj7c8uNMh7KLHScMjLwzVN6gk5Wvv0AEyONIJtzJfIxgMfHADbKQAMbwslfsyITw0adQYePzV5sPwo1dfyYPJ4SWyib+3Y51KY8h/ymeJ1EUM4r3nXEMpLxI3HS44524c/b7HZf3k56NrF+lOa9XBaEdFrKpQGbyohBz3rkqJ4JniKftUGFHs3bZQaC4+jnue84gAcYJ45UmqtMaG9wDElDB0KjZmeQmJx7pDyLvSmHQ11u0YZy0fx/F/9ni0uwymB4B2j8XS8gwHRpvYZSZY1TPa41UFbwycpLcV88GN1/f+ah13/9ATgfGIptuLpHSOorHzwyFCp6QHNStaFhwwQ0oaRUvoTa40bYNnd9N73P2NFmuPPAP13ZtYvdHh0v134Oz6HvzunVfg1k+cHfIzQqSOnSdC2UoJsSU9df9xZM8eSZGNxcVAxqXcd8m4BJSQZ7JxZJEUaI1UQ0MlT3cmq/wJiZUyuizPpXRtKePoPR+/k1/vhvYMPPWaF1Kk/B+iqeL3Qs4Aw8QP8Su++N3nDhkyNgLjlRX7JtC965aU58jWplOE3lfIzndeotsaXqINGULc7MD5J50z+TmYjKaZN5j4Djc/rcHkkrMpGXvWUQerCn5EiAtfUTRDGthsMC2az7Liu4RnOqcwcwZTV6H1FY49osPWUx8BNWuhpxZmFs4tDTTaEs20moWLi8itnKAwZudVPH/Z2PDRoXja0vh6bPeZobG6uopHPepR2WtlZQUHDhzAox71KOzZswcveclL8IpXvAIf/OAHcfXVV+PFL34xrrjiCjzxiU888RsG65vdLUZ4uXZXW1g1W1jRU7ztM1fgEf/pLiiGTdV5ON6FRHAVEsGbUIiJqwsr5QXbzYAXZ07L1FdfGBlIgsmFEOs0eP02QrIW2g6YTKFmHcyEwpv1OrB0p8a57zO48Bcdll6zB3Z1BNdo2EYFgwMRDmaMQx0gJaNgeMWIRgi7pzyGYQwmQ5LmNhZq8bDIlYvWV3j27k/jP77qd8LE5N57aSzKRsngQauI3m6hYBZ1E8jTF/rKFJcDmGkvhLUO3jZuik6j+WNFghVwswEOlhlfhUGZM5AQw5BzOlUlLqMaEn7iciWXIXBvvv5JuPin1uhwLSI+UfHUPjOqsjydcs6l4cfPxKt4f5ncP/MazumgoAlqULEW5MELT4m0M1eRh1M5/OzF78UzX/l/43xLz2wzalHp5OVujIUaj4ieOhy8Tnjy6dnlRnWv8b4LuHs+fLuw9zbcCG94zB/g3JdeDzVtCUbTBmOgS89g5iuCXWjfg05I2ITzKhzqScnwbQvdclVswEwAMyFDY6urcVe7C9+056t4yr/7KDYPakwvmmD17DWct/coHrZyO86p78FZxsE2IGhRreFGYR5EwjQhVHJq6oc2t+N1P/1muF3LkSksPjM2qMKzch3laJhQfbsKBhzXbqkVAr2uSc+ubB2tn85SMdWpq3DMruCIrfF73/4m3PI0AF+6Afs+dAN+5Ky/xmWjW/B3f/NwPPSqm6DGI5LVjUgGr1hu5VHaOsKncseENHRV8OpGuFxGORpIGWL+jDAChVc4sv2plITeMNUwV+hmmvEBKJM0AMnhQ79b72N0OfP0x+/5uL6r4GmuFe1tGJ0l6A5BhTjn7e83LsLelzqoWZuekRLzVDTe7/R7UehO9LHsbwnZIplMziBmEouXGTD8CcqYak/ozgNdB7QdMTUFCLGeKdipiUqur6tAX29gpeMtJKlHQ1klA1HLswIYgMumuQeG801k9DoaqS6dg6zcT12NTT/CMWfxW9//P3Drk0ZQG1vQ6xMyjpZG8MsjuOUGdqTDGBDh3d4gk+XxObHKx04fG6DaNu+Pcxoza7DWjbHmxvgP3/KnuPWfz+CPr6Nan6HeoDGYymJctdgVEBNQICOoqQgKPLDVvVcwyudnI9Mhz2NUO5Uaz92p9DrF232aDL5de8Mb3oDnPve5eMELXoCnPOUpOHToEN7znvfc6+vKzSeFa60s3FYFe+vtyeOkkwcwPwTywzl6/8uNtd3f8l8hJA9AKOS5QiqTxiR2t73wIDAeRfy+toRPNROgOdbBHD6K+va1xMKj0DOEpMefW+npHfTcqDke29Bn+unB+SeZ9zrzwpOCuqJafMv4zjQnvn/IlE0ye2RGUHb48mfTAZ7GIF2Cw/fgdm8SFst2Ak4zamyoyO8W88LeVGkobE0b2BtvjoZYFvEZaD2Ky4HQ/7xxRC9wGR7nQ6RMBs/G1x8HABwy67hi13W9JEYf1mysuhwiGlA6hy/KtaCGIQXzxiQ9qNbpWCDs/OoYHrn7tgSjEcafd3lUabuWKivrWJE3TzQX17ZkaBzvxmi9wTcsfw2z3cBoqcXKaIZd9TRGaP92chbMDMRuVNTRkBCWvDKzQwOHpy65xHogc6QGDMM4Z0JxjEq9HOiQkRG+z9A/NuYsFGbQuKSewpwxhbrwPLiz9mO/nmBZd6i2FNzhu/JChNm4uE8IQduT37ccPaaOcmTRD8xF+CGN/eB8ySrWi+iCmILwe95P2e+yCOp2TecurL5yPOc+U1eh+8oNc5UYJXScE6WBLSP85K85QWy+T8QX0aEBg60DGmr/PrEnk2EMS4XoVvQ0MJRpgkZHGeGj8RMj39usmRMcevhS/md0OCCXnVxL5htGDnbJwzuX9AMZkSmLr2YXTqiLfj+EHBYvrm9lHbN5GTyouQvnH7wH/vyzYp6GmVCUiHLjZjCsJ0kCHSA7g7lxtLqXM3Ii83i6/aO2G264AS95yUvw4Ac/GEtLS7j44ovxcz/3c5jNZid8reofoX8n3f76r/86+3s8HuOqq67CVVddde8vbkCQBg2YyqGuLLGjxOqyRAEK46GaBuBchkrB1cIjOuD9H+sWdfAVKIWIRZaJwotDq4VC4pKCLTGURLOpA47ZBBrIBhNvMH7NHTj6+guw63OHYSYNqk2D8VENt+bhjYI9ez9cpdGtVOhGmsZUA74GeT+qQNXLlc51FxI5WYCp4IEr2C1Et1nJ4PHEoHt5WEWBRj+dV+iCR6r1FWbQmPgWMflZsFwoAF547ZMXTCFGWkTORTQSszohqTowJR2KZ6UHDo8BGMMg1OYEW4bVBTKFVs7JDIYEc1A82YvKa0PO5TznRjQUeKwDlcH5QFCF0pk1Yejk7ydF0bEXGCrg2jl/hBLNJV2xpDpVlg5bKA/rNLTyVDDKV5Tw6RpK9HSUIO2Vgl1yaFuDc5ePBajQBCPTBWhBoqaOHnyvsqrgAK1XXj88Fvbs8d8lnGDmDaaeMMyYzqAnBCcwU8BMgW5G9JA0h5SQzPSuMTmdDV/j4QHMXIVN12DNjWms1kXKamVNTDj2mwa3H9mNmTU4PNmFh64exuqT78T+pU3sbbZw5ngNAHBBdQ9e/NqfwFmfW4MfNXAjA28A26S8FR8oRoeUPetpbyhfJvCruP4ARPx76cBZNVsBvpPm1huT72eea+0pIdYrtM7gyGwF54+P4PZuD8bqCH78se/Hn7zxMTB6EyvaYY82cI2nyNXqSoo+s6xWIfqs+hGNqHzToKPy1ouwISQbh3oC1mtMmfOf88dELY0EJZNGRiCfCIQhRvmUR1YlRZePAB/6JZ0iDiqSjaQJFltP5z8VgEo7JEgvogyPkVrpONNJsY59BIQx1DcOypZBNRdpi7wOgqzJa1H1o+GlU0M6nDhy2nnKaZi4Go988efw8TMfhQf/7s3QWx2qaYNqy8NsKagtg7s2l/GY5i50e0YwRqFbqkQkgM53LSJ8HImqVaj9UBiI5dhK5wXNiwW8ihTUmcGeRaOpdsWWrbHpGrS+wlHX4AzfUY7ElCi7URnKSaoNXMOoC5Cck+ed9jC6n5juOITi0lmivIjKOcB1CluzGptdg2PdMo7aZTz/nE/izf/pSTj/xzex+zMdvDoDt+8b4+Al67h0dCtqAK5WJOcU4GoN5YOeESDaTPs8C9FbLj4M0J463U6ddu2118I5hze/+c14yEMegs9+9rP44R/+YWxsbOB1r3vdCV3rlDI0/jGbV4gHI3OqK0U0iRo+JC0Sa5QK3j9SyBCKK22jtEaB7vN7yj4AmaCWoUMbBWgfpyg9ZhKXypz7rTd458V/gm858HKsdqGexsyh2nTxgOl21SScJeOMSAjVJkDJIJIIlaPCRnxIxQ7l49iRG8KhdGqISRFRGjC1JQqvoe9NqDzcIg5WHKAlFIH+zeNLDCcZdKoco3hr0AMuWXRU+a8deFClJ5Q9Wz55RDnUTcngMcs0zYm0+KJnmHIJZBEs6tCCcQ60eVSXQK4ADA0zRtwg2HKYGjFGJTyUV3lkJnQvK/rHUTtW8jwIIqEAX3t4p7G72sJYtanae2B+i4dvGCfpCgsSPbMx5v1iZhiGtM1AnnfvHNVVcCDDOLAPJYObF98cY1b5TKGduCaMNae3hQfBdGYa7aTCUbMEpTz2NBN8y9nX487pKlarCfZVm9DKYVW3OOd9twCdhTuwO3n9TbE3gLnz4VWgDJWODyGPwodAiJ7cQGVq28yN0sNuh1eQzxw1mliqMr3pRlhzDb5j1xfwry69Aa23OOYCVDLknqCpI3sTG3HxAar+814I7Sz7hpRzBACzDHqSHEJJAU57EICIdst8FREpL+WUvP2JussLQ49bFgUZUpQV21xinqLMGO7DiXbtpDz/gxcqfgIJdguDXzj3z/C0Sy6OFbV166G5qnarMJnV2K8b2JGBmlE9qTyvAdGxpJVHrVPNFY5u9IyugbEtzG0r/+VVdNRYwT7HL+c7cjK2HSW5O3IeukrHde8FJK535onnmkVZizUcX7FuEDFPMVT0seOv4TWPOow3Tp8KHD2Gpbv2wExG2FVNsaJmaBH6wRC94I0r5Z1SvhcFUybI9vtBk46IU6H9Y/XlWc96Fp71rGfFvy+66CJ88YtfxJve9KbThsbCFj22iN77Slssm2mo2OqgjEteg4o8v04yOmhQpdlAkcl87gYeRina23oORGGgsTLWa9LbFwVAEkadp+JDE19j4mtM/QS6Q0wY0zML3QY6Wu/havq9GxOe0wU2Laa2VYq8H0zZywX7tApeZmlsSeWap3bOau/BbHrjIk9xMjIoBN56ZJWkE/4ZyWBkhhLl8Mg/+de4+MZpmHsMCl0OiTMbExuJiiE2wLbPSyopOzIkiubgdpTwxgo2/a6DgemhresdDhx6X9RiPkkcp1DAkc4+vsqOYSY9hVMJRzfXRAgRqAANzLzGPAbHHPicswDMrIkwoknIR/JtCz3roGc+esKXlqfYVU1xoFrHv772Rdj8y7NwXnNjXPMxJyGyLPkMSsOsXDQGYeiHdarC7/xMpo4KWVFl7gaYtVCTDtWmQ7WlUU0AtWVC7YQO3/PJ/wfqg/vgzZGEkc/mMDkP2DiZeUNF+zoLPbMws4oiJjMFPQ15EVZj2lY4PNmF1WqCFTPDLjPF/moDD2oOY49W8HUFpRR5PquERY8GOQBt0pqW1JxOPlxpELjisA3rr0cJigQXUspTDZ+BJaQ8Yl6Lcwqto/ogE0ey7ahbxl43xR49Qw2DsdJ43P/5ERz8hIcajwMcVOTScQ5CdAohwusSCURf38vGyUsgeMxZTjufIG29Gj8LGs8FMXAF6FTGkNeHe0YY2k5uokCbWYnkanYYhf8TdA4p2iuU69LI0Monx0QZzj1Jo0Eq8nwO59FTn/2MrcDtq3Cx3PAnA33iaW/42QxqamGmtCfrNYrIt9PduGzyI7jAeXQrFexYUYQvFq4NjijNuUY+5l9qEdHoGRnFWGjaBgxaUY9GIhZYBnSB4tZ5RYX7fIOJ3wqf8ZSnF3MRVRYRk0QIXvvwsUUGT5EMbkEFRx1FF7tOY9pVIV9qGYftbhy3Y7j1DXzlpx6F2aEWD3nQzdhlJvgX7/rXcLXHxTdtERpkZBARBcWZKiPJFhqPWbkR//M1L8QlV91yvzE2TsUmi1MDxMA6Go3+Qe9x7Ngx7N+//4S/d0rnaPyDtiBYWbgZ5dHoDrVyWNazABMClPGB2pZhDsiSJ73xUCaF4quglNMhoqB0EARmwHO0oDkg4F69EACynoYSwjVPgpv4GhueKDb9dArMWlJOpkR1qzx5+liouorCmVxHw4vk9ioo77XqgrERPIRKIRb8woBXZ+Hgwnh6TFrsyQkc4s7E5OcWimAylioC9xKfkRIIDTwe/nNfxejLd9KBzTC3IHC9QqgVgEhHzLVPchpFceAjCcgTOldPZF6Esq2K+aBpS4XLvEeit5WHwxyPqmx8cDO7VulFzRQAbJvfnoaaKZqIXrksh4gpL52iiIxNYft4yPauQR2YOfKDzHwV6sWMyJCeBjiRA1B57F2aYJeZ4KA5juN/cxbO+fVrAiNLSraNieDByyaZkbLnEfNIwhgj01JSbDpnsOkabPgGW7aGn06hJlNUWzbANIBqS6ExVJm7+V97cd7/vJmgMmW1XIg5C29aKEx8Q8pS26W9PKWEcD0DYBWcI0Pj7q1lTF2FJTPDsplhf7WOi6oj2KPHlPDK7DSmkGec+CrgK3K9OPZqe1HbB4j5InLdMZUrG/A0xy5QyYZNpPWwIuEB1bEdSrSaDFHbcCOs2SUcdSNsOgsHh2Vd49zfrLH3b75KSbHGDFD3ghwoMhkcpHgP0WqWuXBSLkliBq5OnyJzKPZjf3jRoIWnY4HrLA0RhhQKWTIaTgxW0jNOWEkuDZpQFVyHxHHOJelFb0/auNj+i3IfJmNjALI5YARaJ2G3hohROg1Mp1CzFmazQ73pMDrusHyHx74vAA/6NYqidisG3UjBjsJZWHnAeGiTnJASrUDJ4Co6C3YapXHFWAbzDn0gevF5rR5yJCLkZlnAWUjoa+ZIEc5QOrOTwcmNIsw+EpIoy3K4n89iO4OprbBlGxyzS7iz240jdhfc+jpe+72/hf/1jF/BL1/8+1jVEzzk5z+Nh/3MZ1B/9XZKsB8FQSvXNJ91oU8c1bh8fBM+9s/+GyXon7YzTrqdf/75WbHqoULY96Zdf/31+JVf+RX8yI/8yAl/94FjaADCk+KziAYrnD9767PRfGE55lg4w54DZAoZR0QkG0gDi39/67fCfGGXuN/wz4VeBoaVCJal0gMccfCB05/YmhCrd0aa244EHPfbMxRMQKd4bByh0YoFLB3KP3TDc7DrBpV7ckpj40SaOIyz8SBRonKSe8wH8IWRIW4cPbBeGHjMVhI9dum5c4t0xNwKhpNybCcTvVjYFugNmbKO5OWOBP1A79Cd1xiPvrD/YqxDn9sJzeM8+BQgq5tHDWHAI47o/vJIa5yZmFpf4WB1HHd+3yOh2g6jI1NUm3SB/eNN7DFb2KungW0lrYFUwCrcSuUFzcp5YEYkqVjLuWbGN2ZIu2DpCI58z2Ni5KGaOlSbHs1RhWuuOw+v/sx3YOUOylbi4p/ZuhRznDyzdYIWOIKAMMlDlAetgp1pWKujDKqVxbKeoVYd1nyN5177XYBzpIizUhILNfrM4ImUqMrF56Wh+zBOOWVi/Snlo1KexqMHiRPm1dHg6KYNEc5N1yQmI2hMPNB6h+de+3yMjkz5xoBRESIXDUuRRNWvlB0goUOtXJehUY0TirqyMyibhzktsilF73hYn8Cg8u7Fvwb34pz7DMnixJhUCjMkAwcAQ4XYyRQ/plUmFxfJ+0WGUOnR5j6cdONzA/Is5ORpTZH/cA7qLlTUngFmRnvINRp2pEX+lsrOQwoWJHbCWllcdeQK/OUnHp2fE9kchh/byMry7FNB8eZzkCJoJjjdaBG3UJhduoWtb31MfjEB587WvlhDpeyOTqcC+qqkvsGsawBap7Fl65ArZ7CsZ1h/4TfhgFnHqrb40OZD8bpPfht82wWa6YpyORFypXgfKkQ0iBUyAqDzYaTIqaTs/cDS+MdmkDqZF6gItixW/apXvWqw+z/1Uz8FpdTC17XXXpt955ZbbsGznvUsvPCFL8QP//APn/CUPbCgU2GhUzTDhmJ9HYxyGKsOn3nbo/DgP7sxcrLHJCtWzCtP3n/lURmHxlhUysaCTJ/89ctw0Z/fGKgLVYJPAXMFa4ZV9ECgq0GGiRb4bKbYbIPHb9M1BOPwBrqliIaajohyszHk1UWAgFWArRXsSKXkN+2B2sEYMpq4+GCjKNpzxy9djHM+9TXCQbOxIg8OYXxlnhMfVFw6DXrKZUy29YI21BKt38TXaKHh25YiGm2ovGw9uAo2CytOWif6Xa56jUBpigwmUulEvanBnjtiKJKJkuXzKuleY/I5P7bCaycfaelZ1Ats++jhSj8oqgGih/XOU0RgiBo2fIkO3rm3CN4wPaBspDFL5rEIfckG6JOCKQ0ecViy0sy0l0z3yV60LCGYo1V8DVFdeaMb4Vi3jI1qhEePbsUbf/qX8fPv+27o2+7E8vkPxxEPPGL3bXhQfRjnVUC37IGl4Mk3Ya03qlcvhhwFaaLCUqR1IJLt4/5zgLcas46SvJla+tt2fxaP/I+34B1/+Y0w61M0IwN4YLSmccY1CstfnUEdvwd+aQQ7rtCu6JCknBsbRjs4r7BuR1hzSwSXc55qaUwtqolFNTURZmE2Nayq0DUOS3ULozx2mSn2mE3s1hN8ZXYmzI+NANfBjxtSpirANsicDezRrrSjJPrQKBHWxLwgT4kzCERSFCUMMgmK5GprydAwKjFODa0/hO9qLvrFC8ymQmHWa6y1Y0xGFRkZrsYxVcOoFvVLR8CR24FRAxgNVxu4Udr3lNzrY70jo3ysAq8D1DWuaeeTE0XsG+XSXmKjf+KD4eMoKtcrJtobKssNh0ax8wbsqUJkgJMwz7Cp+Ls0n0MQnHnTm0OuyMhh2ZagwDGaqbk7LkbnUy5JyFWMkyVkRoA+yZaxFQ71uXRQDcCnZJMGXaaYR2IUFanRt8I5uOEbqs4+CZH9zRnq4F3XYzIuJvuI9trVFM2wDWAbD197IkUxKbpfqw4NLP7gz5+ER7zp5v45IeaE35L5EATv1aH/uXGayc5yPEG5t15j4g3e/c2/ih/b//1Y+Uh80MmZptM68iKSASArVMnN8XnMEfKOyCZYx1AWBGW0lBB+dLaE3fUEm3WDi5rD+M6ffT/OMZvYryu88UtPwSU/fRcsAL17FX5lKegclJxuG8XDpUR749FZE89FYrUSZ6Jb4IE73RY2WaB6UfvJn/xJ/OAP/uDCz1x00UXx91tvvRVPe9rT8M3f/M14y1veclJ9e+AYGiq9IlZfpaqtWnk0ax7+2HGo/XvTIcACWaXfZSieE4sNPJrjHu7oMegz9qd7Ags9QdyG8jQy+RCFUlLCZAK1hcLa+Qa7zz8H/ujxyIqSHYAqwTZSIjiPCQk6JSAUo7un8BubwHhvNo+DXqrtmi9+ht8jWxFkEUJNSgBDbYRCyhPKUZcGjvDf7LUt82PEM+fDkL1VHKKfxyLyj9lUcYjGxtApAaXZv7oBdfkjgNvvGfS4Dik6C2knxfPLPlZ42U+mMUUjADiIHCQ2oOOtkrFRGitOrnOkInmPqj02Hn0O6vUOa+cZjPds4ox6HSt6inevPRjNMQVVVQG3rzJ4SmYA8hoPXt/Y5rLcqGhfUSSRPI616vDY0c14e/fYSMJgJgTrqtc7qGPrtLnqCr5K67JULnkvc6tVBzzhkcBt9wTYIaIioLsEW+foF0BGdx1obQHA33I79FkHozIiq6SnSB9iNGNR60GLgHAR35s2eS1S7qVWNuc+2TUD21OsX6HiOrIe8LfeQbUoxqOo+HmlhKJVvJAbz1numbi/jBqXXe3tpTnj8OJ+NP5tPP1AkqdAIfRPfg8CKWr77rUHo767Skoy3zu+/MD3RC7AgPNlUbtmdgbeffvlO8dghjZvruZOQdiPHAFvPREImD0t8KiHArffHcgZiO7dd1RfgutHOYOY14N4DvpIFqOFcWo2Fdzhu2k/zYvwzDG83AL5kg1HrH36Hq175xXOqzqcvXIcE3mNsO576ycaggvWTuENz84gIYfZ8GkZPQGFb1i6IXI6TKc13B2HY+2wVKtFyLpiL/LY6OcDC1RzKrSDBw/i4MGDO/rsLbfcgqc97Wm4/PLL8ba3vQ1an9zzesAYGpyLUBkXKN98pKZd1VtYUR1BpeoKvqlj8iS/UmiVMJzsARoFetxaOfIOMV+90XlIc45QBxAP0+j1yHIzAOawj958m3DMDLXYdDVe/MN/hjee+Ww85LV3iyrhwbtSiShGjNCAvDhhPI22GBkaDxXr8ymBWAvvFjepsAw061mZ5DGxweCBOF6m9QsRjeAp3ggYdd120J0LxZc09AxQloRUpRxGusWy7si7WVeUFFqLsarkSeHnXgu4nFY+CEdk0Zp5Ovq94eIH8kNn0LgRhw2zLQHAf7j4z/EH/+8TcM/3rmQHRAahKjot8d1KeXBtmKwNGBtZdXhWJIcGM2AgSaNR5ml4pwPGWBiONqwFp4THUgGOCrdNbRWNjONuCbcGqtPnvPYD2LQjnFGv4fz6bhyqjuGgnuLl/+15OP/vj8Avj2F3jWBHOhnWYb2jcnF+iXbUk7cZvMdo70mPvbYKyvpIqzxzBse7JRzpduFotUz1d9bWYaoKFQA9G8OOSbTacw6QF1ngljm6yMW1lAembYVO4H3Oqe/BZW+8Bp/7Fw+j+dLUn2bdU67VmBwFRntMugrWKyzrGc6s1nCWWYeFgmI63aaiol5NzjgHA9r7Ihmc6TwlQ1KWwIrkVY7rJ+SP8f4CckY9A0UF+4AEAUMyeJRDZOrK8zQqHOuWsMdsAljDWFlScFwg7DA6VANnYosgr0VCOBF3uAwKk1VfD2QZ+T5KneusyZ7LzBv4rksOkKEWlLxKJ7YpLvpWKxVojnXySgPJSOKt5NWgkRGflBTFflgEM+Tyf/zK83HRR47RfLHhwI6mkHPIET6OEI90JyBeyYGTpbeEiEROAODxk594IS58vUKFu3pYr9zAEU67YgC290UI6Cy9vFPiLKyIMMI3+P9c/l688T8/Ffuv5HzFBiZSv2o4o9CNFbolBbsEytFgalvjY3RvybRoVIcGjvZfVcUzMCNEEWdgWfgy0tuWY/E+CV1PZ7v3JPcIlqnj2T6TrhARro5GhjCwGUpV6hoSphRzNFxitYMPtbesihEN1+ooh9e6Ee5sV7FqJtg9msB6YOJtpHJWS0uxCKWrdNyHThbP5DUSordMGW2h0CIkae0wp/W+bNHheYq0f6y+3HLLLXjqU5+KCy+8EK973etw+PDh+L9Dhw6d0LUeOIaGAphbWlLT8sHKzBzQJgnWOVa5DtzzKZohnrTqK+Mn1+GUgJl7G5JnNW7W4O37vtXP4v8985mIVTYLLHFp9GRjYo8/OFLT51OPnth7Ma4ySsPFgaLn2iW4jT7rILwmJY+NLW0RT1sWntdMzwYnq3NCaBxfHvnvJQAbuN4z20kE6h+0+eKnaFy86dLmMH7s0Afwi/658X8n7ewcMC7k+/eqCbgJN+c16qZDddZB4UHzUUHiQ1cB4AiXC3h/G4yV1htsuBE2XYWX7f0CHBxa7zDxDpseuK7dh/2f24S67W7gjL3B2Ee+3rWPyg23Ho69VB49snypBAtLCZvOa5gzDwammxaqqaAD/aQdmZBDoBPdI69LkSNRUpmOVYtXnPF/8EPmEqiO138oxtkp6lcYC881Ucp2mHqDa6fnJI+0hFZkxvQwdKUs8hYe4uLHfm82jRdLz/PtZLR2gJkvetuVIN5AvoZL47ncYAu6HJ936Eum+PJcnOABP/EGn57tyt9UhcMh6vbJSbCozZMB8nv7vjSFvul24KwzsjGnCH34DoRRpByY9ltGXuJNi35KGOL0yBLUxz8BHDqLO3PvZKoYYxbNFVFPPjNaX+Gx45vx3PM+iw/bM6GsAzpH7IU2Qf+isSVzFcPbRvtIGMJ7Ic2ByuejXHMnMR4e05DdyuvOep9T0/KlRE6GL9b+PJ2diGfSTZVwbMYcDU8OIOc00dwKY85CISKf+aZG03qhJKRsXko4V68/XhOca94knG73Sfurv/orXH/99bj++utx3nnnZf/zJ/icHjBxK298NBIaQ/kZS6aNjFMrmryMiovhBMUgeR6RWCkCDWyjrahI7IKXkDecSh4GqdgPtHiI0ak26GFTQeGBozwN9uJwka8NN8KmB3kF2+Rxi/s7KluItLZeenEE08ZYt1SkCJ6MLWMSplgVgm07bTd4TiItrS8YpCzZRSzMmDoUALpf69CdtYdwtoE9xGwBekpK6f5mA7fN9uJ1P/f9gFJwS7VI8kvjQ2DVqowNuNv0zCKWeAB7K9uQp/ZEGnuIZY7GPJrblOcg4Ees7Lj8ucqDChi0VVILBjSQlJsEM/PRQwn0vZSK3hy+bPQA5+9b6Ah5+vFHfgBfu+oACShLL1ntOq5vqwJWn2hON7sGx7sx1u0YG67BcT/CHXaGTW9h4bGsDVa1wn/8z/8P6juOQe1aJpalGI1EpK5kA9QYgggyqwzBcuQkBgNf5MLAUb+6TmPS1diyNdbsGEftMmYw2PwNA3/oALA1gdqcQm+10J0DlIKtNexYo1vS6MaBSrNQCpj1J9bHAdWSUa2FmsxgJh30NEQCxFigPOpAs81Qwl+85Z/i7T//HKjxGH6pSYVHBbVtTHwNOWt1yDdL9K/Fw5ynLEZfxDZywOfrLsPbs5xz5KVm9h1O8mUFcuIN1RvSGtAGPuTSxSKILN/C2LxhqtI+7a7sO5AM3syxw17myIhncqhH5t1PF2L7h502tbIwyuGPjl2On/mZHwZHqLL8DAz8nNcce6TZaE/zWVYk18oFAgAdmbkcs4+FHD0V1tDIdKJAnQ3JvcHxJmqvSAdVzujFOW9z5NpJKeVpjCwjYrKyWCtMh0zOiBqbtoGLDIwUFWdRL5nJ6Dz0cJUHaoeqtuGcsKi0C3MRxsSFeCWroZgPtullywzFEn4oX+F8tHK9ucSmRf41hYwQRDae2yKasXC6OUejYJwieGaSw2xkTG2FTUsscHe7ESbepy1kgt40quGaJG+g8uWgkNYMF5SM/7OJwOZ0u+/bD/7gD8J7P/g60faAMTQkbpEpTknZJFxzjeAJNybDNMsN7MPBnGE4QRCTmt1yikPihadqm5YpsF4oYeLgU0CUbKUnJ2LhffBGMK5bNK8SZp2yMZOHN27+OC4XqBgRQ+hxTDs4MOzQeCQkLApZBaYpdAFm03oKtP3hJe9Gt1IRpWkbii+15NHVipJf1+0Ie971cZrDQOHp4/NLxhCH+CMkKDw7zVjkoXZvvHCi3Ru41RAVZ1QyZFK2+PeQdzl7ZwHrDf2bjaIT73eJM+b2jOUv4b9c9oeUaB1qaZSY4KR00jpmKtkuQAhaXxFM0BtMhLDbcB4H//haYGuSnARFcTwJXSSv5TYHWmHsc7+YuIAVz1mIaLzr0neg3b9Eaz3AFuF8UHiVgGEWCtfAFDOlMYBQS8YCnYO2CdbFjXOrZPL+F+86E7v/8OPEACMZp2SkL0I9hLKoUlE5B4V77GbPw5gpDfys4pT1F1S2DspET7kGgBjdLNdQZKILnlSlVMKEqySnpafZp4uKfDqHwQiBfKtQAKPRD5U/F/kVlf+ULeWFeHxl4wzsfuffhX6pwfMhjWHx3pMe6dhvOaQgN6JRpdNcSbZBgpe5GM2uVRf7rZLF1M97ww7lRDxvVG5InYBszQrKIRmoMsLYeR1y/KgOk4WGahraOwwRkmtZGAlekdGlDJ3tTIrChpOGzyIa2RjEXuIW8zrARvuwmpVFEkSL+Yrie3KJKpePA0A61zG8DoECjiZ1BAEZjQ5Ant8Q0eicjjBWrt0lCaKUUkBlYm5cNj8Dy4PzW4uB3z+qg/9DM0b9Q7xO8faAMTS8AmB8xihBzCrkvRmpKlSaNXQ4h4qh0vPDORrMYsLF+lgp9zGfYUgYIb43v7gdAC+rJyN6O6LHNwpXJIpbbxK1nwdh4a1N+RFh/NHTF2EUCHAynhPy5JhgPGmEMQVY0k7xkynRq/ePqFCyZ4p+pxBt53UMz5IwC/USZi30tEO15dCseez6GnDmrnU8a89n8NClO6BXV4lZp5KUhUjwFE2RLMIgW2FIsbKldjw2bnYHm1sywABJ6fDy8ObPigPHo58cvLAt6EpWkZg6FX6WnU19XtjC98koSGs0679QFIkWlMP/GtEjF/N18leM2nnmyOdkYIVNNwo1YyoqzAXgfRvn4Lv/+7+nPTdqYn6VDV61TBngpSzgHgwVGRyqHFeMyAVlxhl0Tsd6GmvOY/ZT9+Cub70IaDtwYUIX2esKfLvv/84KG9XksYKhiJwfqiNDu1nzMFNFFLedQWtN9BA2II+sahqSZXUR4cs86T46X6RH2iiH69qDeOrrXwl9fLM/MXOWSGRKQsrNGZ7XQunLFHvWN3R0PLCCH6EjouhklpgrIwTCwSBbrJ3DTWbVS2UWqT+8BovBElRTOqP4i2FOJfyJWO48EsPdwPe2aeRYSn3n9ZlFhcL5IA0qr1Ugy9ACRoj4uw5QIf5OrbpUX0gacjLnkJ1UEAZHZoXq7Pnc2xajTUIJpoiTqKYt6jD9k11fwlff+iDaO5agxMrl9WBilJ/Z10JNGWYnpFy+UF9GIZ7tg7l84rkvbENwaCA+Nyk7Ocet9RWsL4z2OUn62x0ZlDg/oOB7hJy5tJ44b8Q66gfV1KgxC3Pswg2jhzuEdGT9sShaRcfmEhwMhYROt6+L9oAxNLhCLCeBs8fBKEfJXuDDSofQaO4B5IOZczxSBMAlpVwJpXWQxejELM/sQOav8nkoPG0JaqFIYAQqyp6lq4rf2aOlkrc/eWM81zZDrHSui2vspA15RPmAFMpFEqykUJChEQZrHVRrYaYW1cRj6S6H1WaCR9QbOFgdh1pegm+qWMk9hcVTJegYhQo4ZA7ZmhN8JsAcpozy4JjTzL04eIcwuvPuOWikDDFGlGtCNF7bJ9K4O5E5RUbb4oeCgeeRK3iek8JVTLxmBivO0+AiVm04MD+5eSHO/pW/J4WoMlQUz4hcnTCuFNXIJ2whBl4aUbHrOX1vqkis8f5HvRvHHgryogbPHNPKEgMW8jkeeHYcVaC5V8HxQUqb8h66o6J9qgMlbNrEnhTrNWgfjJOQLM3yrFAWWVGM9SoZzgCP29s9OPSGD8NvTYYP/znrLlF7psr2tvzwwJSXEc7cWB2IJrBSI5S9HrRnTt/6907rMcerF2swXFQxs86c+5T3jJ5tAdPcSbSbP6FR4PPFmVAmSGcKXZB1FMKjXCFmUmTDLJ6LyJOymfY7RsF1f16l0b5wH83xtu+4NpE4+5R4lc8o5vOEnLaPf/OvUScZuuuQr1u5VjTiuZ7BweS45jwzvoZ8XgvZwgoju/yolN09Y30gV+pEGRMt96Ew+FW2jiAM/1SxPEK5vCgkK/qRdCX6vTSoFj7xf0DD9HQ7tdp9ami8+tWvRlko5NJLL43/n0wmeNnLXoYDBw5g165deMELXoA77rjjpO7lTfBYKGLYGGmLZTPDsp5ipCwue+e/xYHPTQJbFEczcsUVBoRpDl4P9o4n7yPSZikgG9t6GqBY445ej6ToiLCmF3zbwdNmfSpW9OzHfwZffvU3DOPofN4fHw+aMrmdQuiGD8Ri8+dQFMwVahYq4IZ99CgNwWUQxjO1lHMyccQhvuY0bvs3U9z9lPOgNqcw6zM0xzrUGw5feN/D8IT3/CR+9g++n1iGlmp0YwNbq1T13IRnFvJqCDZnhSEVlAABKfNzxjSkuHuvkrAulTjRtDBsozcpi4WL9THw2CzDAiDuB3FADRg55UEn/06HPv0iEwr5s/Lz2x6cxYVlZfM0BqKf5DogwVrOvbJhLVDIPtWL2bKUE8GHHBeyinmdTQNVVWAyAAgDI7IQGYRcnVyRAFIBNxXWKazPD3/uX1Dsae8RpKsNBQU3fYWpb1MiJU0E1YBpCQcdPX2hCjHJJHL+ckSvcwYTX2HNLeGoA67/mTHWH3EG1KSD6iiqahvANYBbclhamWK1mWJZz7CqJ1hVLRpjoZqaKu0izUWMZlYpOhujmaFIJz3vRHGttjv4w+ekAQaAvMHKD0IoY+KtwIfLNcxisPM6riFZ/yJTtrSKhpQca1T+lM+gZYNRlkLeype1Osra1hsYeFx71aPQnncgrpHIxsQKK7MaRvgNMZsZ5aGM6Rlug97x0AUX9j71XdGaZzhQQV+ugmJofaqWXSube7wDQxfl6fksyj/SHVb0FCuqDbWJdHQuZZEQ4XDKYXcUUZPe/6ztUIfM6LCjR7z4UHg+KfJJEcZYh8lrTHyapzIfTs41yX1PQRggRneMcgFWzTTwARYdCxmid1ZkcnOR575sPsi9aNhK+vqQfL3TCHfcu+n+ve+6IOt4fkLdICmPYRV8R7ApWYwzwadMZJ1CVaX9bFN9GdsAribdi8cZyStCpM9CYcM7igR3c+rvnEptjqy4T1+neLvPIxqPfOQjcdttt8XX3/7t38b//cRP/ATe+9734l3vehc+9KEP4dZbb8Xzn//8k7tROABYMI50h1GgcW2UwyW/cgvqa28G07hGjL84QLxK+G6uosqJfjULHp28QDE0u0Ah54qz3GKRoszry/9ESpj0qTq4xA+/+tD78dLveF86jOcYCuzN4nCxjGhQ3opg4iq/ewLKePiHMKB8zyMFTuqLRfsqzILy9nff9Fbc83AFtTWF3pyh2uhQbVqc94F1XPIbx3Dx2++ihNexgQuFCCPcjZMd5cEv4DIawRO3DTe0VKIGcyZkmzMFErIxLwk83bB/Ecap+9LIyL4XurADo2Aee9i9dij5VAMDYOVICUMpHG49Yzr95GRP5zSmXYWJrbDlmggRlM/AeRWLNWZwFpACKCFDTAghWefY4NRKsWYXDI58DtkI8lZH2GIrYIsE97Nir4bnxMqSp7n2MhHXIJ7snPjcelKWjtsxNl2Fzz3lN7B2fgU1nUFZIpxwNeAaDzW2WBnPsKueYqQ7ounWDrWxUHUdE3llRCdR2wYjJ8yHVIoBge3nPAilemtuUHcJbzIUK1WFT7KNDdxoXEpZEKcvzUfKN2CjpugIK/rZe/ys0xJPVcsHEnSd740vFoXjZ+3IcPvSs96MycEmfTdzKJHCKuG5Eusvle94TvDQGaIT3nDzZI73ec4B7x/+nsDUG6T5BhAIThLNMeclVJqo3lf0FMuBsp33VGYAZS8f5jMl9lIkZIGBKhT7Rc0FmKXKHCtpvLygvUjYT44IIg5ovY9GmTxTywiYPMs4d8uI6HfNRmtJiDLnHMwKF5Za4BwjI0ZyPYshNWwU77SFta+DbOGoXIzGew/vXMiZ8ynvg+VwSA73HVEIy7NdGhrw4VkbTesyGhp0HVejR2/LZ0MdjG8AmHoAoUDv6fb11+5zetuqqgY5eY8dO4a3vvWteMc73oGnP/3pAIC3ve1tePjDH46PfvSjeOITn3hiNwqwp8q4UBG8xVh1wUgAYAx5ASsTvGTImSmCci5raFQ6VQU3CbCae4HuTeNzLBgY0ujgYjqREpaxzH4gzC4O5ozlJDSulJyq57KyIRL5yoTAbRrXBqH7s6BH9pK4fD4sZi4xT5HytgXdKfjJBKquYJoKyteUbKsUfFPBjSrYEUcziiiUMDRiAnjwVhk5DrI6thlT7lkctBf4PZUnoHPjKFHJgjz3nqygQ1TbnWeozDVyxOel4TmkQBSXyfIXuNNDit2cvjPsqSzaR5TFktUp/eSQPR9wXaA8br3BphvBqKTA1iooEjrBWbxWsShXb2wqOFtFlIagOT55YpG8enQIp/eoWDflRSQoAVWvdqDv+K7LGVSkw2GoeRUr+HbOiGsqXPKel+Kiz06g2g56ZqEtGSuqo4lbrlssVzOsmglW9BTP+/QPwb3vDCyrr4T6HSk/JE8GRyC2SDWFZBFDo2h/ZbKjNEqFcVCuSE5mbeT6AdL1pIEpruetgnccxUj/dGGu6Rmmh1lSw2Y5GkhGt9yHLB97j8OL5x48vDLZeBqpPV2uvIf7uVj4jZmuEuGINOLkGTFXnsqxQ5GBDYWWDTaOvDkPHdmCFCIroRMGuQIl6tZBRlaACxF+ZcgwHQcGRs7P0HB54UsBU4siDtJoF7lOysecvu2i+juFT5UQMemkiE43L1magoy2jihuyyhldnF+pfUfq6rDJbQC2Djsj4cMTBfHw4a6YQ9D2eQY+C3xO1G+9o0N7wMDYAZ58n2ZHu3n/r2d/H5wqiRZh5A7GSK8PhFgzBw5Adngjoa/dcB0Bqws0fwImKgOeR+ho9m6ZuRC66uog/Ulyen29dDu84jGddddh3POOQcXXXQRrrzyStx4440AgKuvvhpt2+KZz3xm/Oyll16KCy64AB/5yEfmXm86neL48ePZC0BICHaRlnYUqugaeNRAwHebJFQHjA3C+ucwo1pZNLDQGbuGCOWLw6SEp3Dj6p/JKxWUsZ5gTZKe8xo6p2NUhIVr9BwP5WiwshH+lh5NPhi5NoiOWhl/sD/f88ZEilf/C1nCmUvjYprCmSPvNSf+TryHakFY8ck0UofCenpWTQW3VFHCKx+iBbVtrBESoFN1SHgnNJwQ0r3B9d9K1cv5DSnwxTyroTlRxEASMKy9w7c48Ba24pDK/iUuakpFD8hybfL7iwTWExX4xceZAYYUsyRmfPB6Ucg+fTcSBNCXU5TLUzSE6R4nvhZjI4gOvE/0y2FMXPk38z6GMbKjgD3NZAj5CBP0IboRlc5irm0wiFtnEh0tJ1k6JKYolwyN7ZwOJkALWq8xcXWkBn74L92E+urriHlt0lHhQAPoULRyuZ5hybTYZSZYUS3aD56BQ7/16ajoOc5bEsoie975eTPTXKwIDTIwlTF5J7cJd5V2eutNWv+lKBLzqlgXC4ZmyV7FieUcHeP8k9ikp1rO9cA+6u2HLD8jySVtg5wF9WdmDTZtk77Gt+e+hzUHlcsbhpAZpMrkdEOhuKvcaCubDZ5o5zVaYbArj0RJKqCH7LQBSP5QsrOO7GeR4jgU62sqi5VqhpFuo1xslO1F9zPDKKADjPaZ0R5zQmQbWv/zDCweM4SRyyQich+G372nHCVOVua6UtHZFs5B5QRkUzTZL2k4VTp51o0KeVBsIGJorfW3h1xrUTfAnMcc9f7+PyPj2gl6Lnn68mJ9ZKxGfCJ4XgvaeQ+CsQIRbTCzJjpCaHz0rL218JMJXVMy3CEY7A5R99DijGGjcOYNaoT5uR8wKCUGzVPndaq3+9TQ+KZv+ib85m/+Jv78z/8cb3rTm/DVr34VT37yk7G2tobbb78dTdNg79692XfOOuss3H777XOv+ZrXvAZ79uyJr/PPP5/+oTyM4UOVDgCugD1WmmAGWifGKVZSNAQrRVLKiYffCc+FSl5x4XHrtQWy4uj3r+Pw9z6K/nCIxkYGK/GI4WKP5M2RXtWsSeWX35IHhtj4RqXkdoKU5MZT/K74Kc9ymbib3T8aToL1g18c0XChCm/A5VOOxhLWnMa5T78Jt/zoY8lTzBXPPXnNXGNgI7NOUTchPEOZVyMTM3/+tm/Hz7z9n89/VnyYgWEhkkEJMUcjm2fRJF84J/lqyLnc/uDYDqoVlbTY3/nXXIi3LwzGPIdhB2wq3IXCKwcERSmsjQhjABKmVzhCmY1MMsrMrIkF8gCEInlSQwjzKZOfpSJQKDoqHrykkJQJ70OsSHHNhn559nK7KkYfWiBGNKIBGopNDs2zbBJ2xGt0BoMv/PT56B73EPqqtajXbDy8lfHY22xhb72FFT3Fqm7hK5CBUBn4mupMMAOM3BMxl0CncbIXNzLtZJNS/K7EvIQ/JdqM1y099/xaytKm8nLdyp98DScURszJrwBypw6/N2ee+RouYlRktNXHPR+fdcjJYQ/zxDWwQYb5Sod6Lezc8DEPyAQ4UlZfAphLFhKhU3NaFhVkI1bAXlQHqBZQrUbbGmy1lNc08YHeuK7gGkMysg5GeMjPqJllSVmMVYv/dNuz8fPveBFVeg55GjFnMZyJMSLGRipcv6L8EIvQDgyMjOGrXDs+wXJUcLo5l0N72MExFWdPD7Ybryd+Vz741ehNhkVHCDFHabhmSwmjgpCd4sKP/MuX4tBHt4lGA3HRcvHaQfIPeY15l5JhJ6CYG3k2OzE3yM5laXB4p7OK5URAU2EGjX/68M/haz/3TVnfOD8jGtEh7y4ahmKcFjpEqAF03f3C0DjdTrzdp4bGs5/9bLzwhS/EZZddhm//9m/Hn/3Zn+Ho0aP4gz/4g5O+5qte9SocO3Ysvm666Sb6h0ZMeqsF5GmsWqK2Dd4bxIJGiW9cUttycmH0jCvG3+qe10K+ZJun7330CW/FsWds5Se29PrFV554yRuWFGHGt/r8OqFPmQdOkUeC9A5RFTyDy/Q7fyKOlYh3l/1hQRaNp4ArtmRkMCRl4mqs+Rq//dDfw4O+6yvArKWEsZYEUoSG1KRMUaKtitEMH3JQ4jNTViS8O7z/C5fiwl/8eD4/PN7iQAIYCkQeegcyjobmOT43nleVlA0zUDl+p/NpvR6+1w5aNBQGIB9DSvi9aWwAy2YD/IM+4JOX0iIeTDKygXguUwSpC9EDAx9hJLHP7HmX0UhJO8pKnKJBl1GmHo6ax6GKP8RhmXIqjDCAQv/bNkYz0hpPlyojJEPNwKH1Bn/zHf8NRy4ZB6iMQ7U+ixhorcnQ2F9tYKxarIZkc9QVYAgqQ9FYwcRm0rhUiPLS1CWoSOpogspl60bCL6WoGvLGQlG0SPxPFWs4i2yIz6X9ltjoejSzSH2Jhru0forGuWw2hSsCbM/nUVYEo9EpdJaSwQFg4ms4ZinUIopaIzia6Lmw8h6ZwNh4G6IJH/Rwq2wOaC7D+AMcSFkXoi+AbgHdEuWxmxlMW4oMT3xNz73mqC8iIQAbGqOqw0h3wenW4q+/8DA86LWfSjBi3k8ish9JRCR0KnoMeFwiV7Ecp1gC2zI0seEv9o3ia3hBcRujzUQJO/M6jyyK2kPzbimdblo43MQHBmUof1eJ8bAD46G/1mL3X33hpJXoYZbDOdeasx9llMdCBSIBT7CyeEYLAyNCWTliREWC2dlGkCeDf3/W+/HT3/cHPAFxbhVHMZAMFu6edXMcBveHGhqn20m1+xw6JdvevXvxsIc9DNdffz0OHTqE2WyGo0ePZp+54447BnM6uI1GI+zevTt7AYAKRkajLRqRCH673YNv+M2XQ29sUXVLUXCGK6hymBnax6rCXEODoFMOl/3+v8X+z28lj0eh6GTwjQXNA33vy8CLvaqJa37AazEgjOK/Ci9MTtfL+OKgwEVWpr7nsGzxUPQpt4Brg3BibHZoeISIRqqKyiFwLgw08cC0q8hTXCaLBe+sD1WPo8ERnht7bRkDnzDTxWnDkRY5V8Ew81znwyX6RKL2U+B6Cdn3Qr8S9SPN663dPjzst34Mem2CHnRqzpxuRy87qHcVHYoHeZGIKhUAL87P6KUU0a2TbUmxE95YGfLlS5dQGq9CsaiEkW8LA2NuE2u7NPSVouRIybAW/ye8n6Vxr2S/fKpG3DEePIwzTn0oEja4B6WS7lVwLKpMMdh0I2y4ERyA1e+5DTd/30VQnYWeWSgPuMvW8KSLvowHLx3Gvoponp/4x6/Aob+fUqG+mGuWEuJTXgDJMgTFqDY2OhmM8jGnIIvOSngSz8sOZVpsTAoR51s8FyfWpk9KkoRf6iCbsurIwnlSFmSDHzacLXRUHiO5ghOGhgVUR9/3rY5K1rod4ahdJrkYLusM4OqwlyvKeZAsTho+VpeuuNo2z6PO92AKF8spS7StrTdoEZRna2MeELP86A7QUwU/Mdia1rhxYx823QjtsobdM0a7y6BbVuiWPdzYQ48sRnWHWlssmRnGusWybqGMTyxuWuU5PiLXR5KIMBw1VtEWpAw8vrgXi3WzkEQEfcNc7st0DlJeihN7MV6jhAlt0wYNn+CEkkx9kt0OQtbLnJVM9u6AvrU01p3XufEvIsL0hcVj8cjnl42WL7x6PzafcLEwtJFYzHw+594mxybLYQCxvkfoKBnAAw5Fr5PRwj1hwx1gaCCCEnA/MDayc+IUeZ3i7ZQyNNbX1/HlL38ZZ599Ni6//HLUdY33v//98f9f/OIXceONN+KKK6444WuzV5sPAFY4b2/34EE/8xH4zS0KFUuMISvlHCpWwfMXlFbGNGvlccnrbkD9ua9FYTIvmjGv9RSoOYuH5Vakwcs8XmoIkV9cQFxI5QdxrHQeFLAYpZlzHTk+qRwMNhGiJUEmIFSB3cVxFdIgzLgwUAsScN5a+M4KpYc53lVmXDDkLYb3RV6NrH4eBp0L/16oPig8PN9eBR5xFY3CrOKxUBwkrKBWFre3e/Dgn/4o1MZWSiqU38mmq/+mTAYfxGWKAw9AAdlIB540MnYabVPKp3ydmFRcrlkAYh3IWhoAHXKRMUh6ksUhlx1wXkVaRZnsyXU5LEQuSQFJiWuTPbBhbpRm6FzuhTVQfCqL8Qjjs1Bukgc1sbn0IB9lJexiruJe5pohUBGyNPFEiGA98BePfBfsU46R8dISs9W3XXQtvueMj+HC5i4cMOs4oLdwyZuPofnotaQkViYpicx0FUgt4t4I80AwUBvmoTAsuYZOXAjFMFjRX9AcxGecCzkJSakBgNKedl5tnyfE7FULPlYuUa1cSgbne4u1mKJs4f+djtTDG90I63aMCibuv0gXq30wNBKLE0F0Uy6gVh4qnDFMXDCvSaY7yT414aigdSmy1SUDSbeAahXaWYW7Nldw3I3RjYF2tUY3VuiWATcCfO1gajI0mkD1vqKnGCsLbTxFxWLOYrF2wp7i/J5KOCU0fNiGySklE6jvTRt2vOXzFPN5AsTHew8vz57ByRY3CE0Wzxz8ikwKD+OMjho+Q5VHvQgdMK87A0a2fP9Emlw/sl33jF/HPZfUNC+RAhi9iF5ytKUoLl9rFs5m6pvPDDoA8XqEo0ImJ4aMH9jCiDrdvm7afWpovPKVr8SHPvQh3HDDDfjwhz+M5z3veTDG4EUvehH27NmDl7zkJXjFK16BD37wg7j66qvx4he/GFdcccWJM04B0IYEY0oEt2iUxbKeAtpAVVWIZoSkORawghpTGRcPEQm/quEoJM6Y1qj0QLziqZb1Ky/O44M09/zPPqwEyHDiqZhUkRsxBLER3j/5XqS3VKKQnYxR74BJS8rQCC/yCod/eoq7v/MRUbGEgCggJF0qIcysV5iFCqTMiT7xxPLj245u4FPfEva8gIfwM9NEWVgbmw5EVqbUnAGwwBWC1oPmm5PXpoFD3POBLwVkgNlVRq6VLigahhKXY9Srb3DQlPsEBWAGkgKzmx28RSsTNLUCUrVe9L2LBRxCQgeyu26X5xEdicH4jVh9sT75QBEQKoDnXIUcDT63krERizm6lBDe+lCXYI7h5YuxsrNgbv+BeK2IBec+ehWTbdOhG6AEvkYLjUd/1xdww089DhkFaxkhGbgve803ugbHuyVMwxiPuRprbobZtII/tgZ1fAMHPruJO6erqGGxV2/i3OoeHDQOfqmGWhoDowZuVMPVWuwJASmMNUVInpmw9+sgF7nuC/VNxZ/b6TlK+RjtIUOB4F9x/XgHKJUZlT3FEfSTvadAngw91KKzo+xjWBZDHuqWoVNcTyA8I22JEU1big7AAZOtBvdsLuHIdBlfmxzADd0m4IFuucJsl4JtADtCjHjXxqIO58xYdahhYwQ84NUE8UAhUwtlrIuEA1SockV1+PKvPQjdeQdiEVPdelQTwEwBM1EwGxr+WIM7D+/Gqz/zHbBjhbVzK2wd1OiWALvkoMYWo1GHlWaGfaNN7Ks2sKq3sKo8TEX0yL42gkxAyFVm8pO06CAPvuGHKj345TMJP/lfGeyqbALuJOeHo4vwlKzsQYr51LFzKkQ/YxJ4UoR3EtXoKfkKsa6IhA4mZwbiXpJ1RQCEuUhOzDgPO7Qbek4M8BxIGdP/XikSGb5KeRac65LmNyNpYdnXqWjMcRS3lQ4frzDxRJKgOpvBRKMIcWnM3OR1LBQmPL77Q0TjdDvhdp8aGjfffDNe9KIX4ZJLLsH3fu/34sCBA/joRz+KgwcPAgDe8IY34LnPfS5e8IIX4ClPeQoOHTqE97znPSd1LypM5dGYLhkIqkOjbCiipCMzR59til7KkMJWKYsquwYbGjnvuC+9vsLrAeTKWKTY5FZ4U7MDOVxcJpDKCsxDbE9Z9EEohBlcRnhx6O/grSgV4nlzHDos4UV/+7jfwZFHIJN6OeMUwCxD7MHuvBZUhSnxVzc1GIYVG0eg2HOWPbMSQ8wMKUmYqaGExThp6cUeZxKQlAhHORoymVTMr/aognHDsAIqDigM0diJnR06DhoZbIS/zsZjcbD0YFdzEjPz9VAwyMivniC5gSvWYkzmleH6UuEUiZ6yOngXmJ0AxFwPB2Go8/pib73PxyX7Ktd66lv/pJYGvjxAcyNfCYNQ4aoL/hQPfdpXeoZ+b/9GoyYYlQGaNwnFCdmY2vA1Nj3933cd0LaobzmC9XaERlns1hPsNxNoAK7WUKMR/KiGrylRORpbcl8IRZFJErgmEEDPvVEWkR9f5o+qnq+ktwbyBG5pwPvM0EjvC8URyLz5GsngBsggS9AMn++50JdFkUIAgWlMdMC65M0VThAzU1BWwU4NJrMa67MR7pqu4KaO4LhupGGXAmSz8cRwZxzq4GCotCUmJ+VQi/nNiDUWGO4scxg25aBRK4cvPvm3Md03AjoL1Voo52FmHnpGEQ0zJWMDx2vYa1dhG2B6QGG2G7BjD1976NqhqTosVS1WDBV7HKs23byqErlCIVMZkiqLIWYwS+HU2O5ZyCbXzaBRWcqK8B47JPKIMyUuq6bhyaRu+PT7/H5QZ6PMjl9EbjhJ+aJ8yH1PsFM+Z+g8GDBcdtCHHUFFRSv3pqR05hdTNCdDG4jEHEEGS+YpH4w5PpsT+YxCG9amUiqHdRXPCMWv6SxNz4o+sAMr8L5uUWc5RV73gym7T+tovPOd71z4//F4jKuuugpXXXXVvb6XqegAoBoaXAF1hjXdUiGeuor5GRGTGgtreciq4oxJjQIFADRVNvdBcZVKTum1GsINp2JUSJALVnQKA0NCS1jR6bUBhZRujlwasTIeFPCeZ2k74yKzjXIoV3aJUAhN2SJCI8YXhVlgnmIhNIPGv37wB/AL7/ynOO/FtydhJCFqBX7Yaw+O1mQF2mKCn2BSYo8XhOIrDCGOtrSWanxw7oi3Cpi1UJ2D7oQh5ckorbXDyCSY3li3UDXh5xONcjJGfWEclU2zoVK08jCXZxpFJMRYRYJm8vSHsSsBMWOjE1RvRCkf772QLUvqb/GwFPSMTG0rsKUychAVCSFA6Tyka7EC3lNEBDVimUuUr9G+h3voMO9VX5djC0a+H9h7LTxRi7oZMAAHI6iYilSk/L5jKkmvIsPWLOQpWQ/8+8f9BX7j978Ze0YTdF7hP5z3v3FOtQYAqOHxrJ//dzjrtluBpoYP1aepKrpKLGyalZ40ZUa7zPjm/THAXxfn9EQ8sfRTzmGh8HkVjcJ5ER+Gw+T9UHE+2bCk6+c/JSNRLFrmdWQIg0sF3ZT1kS5WhzwNZRV8pzCbVTi6NYb1Cv/1xmdh64CBq4DpXsAuebglB91YVJVDE+pSENnILOz/QMVsdJabURrDUeYg2VOdS3lAVIjOQrcu5mnomYNuNczUU/2YGH3WgAe6FcBVHq4hQwONw3jcYqWhGiy7K2Ytm+Gf/NErceH7bGAt0zHvLYsUa09+tQCbqsO5UYenFGGWIbrPMq4XcdpJkw4qaayHfeWDEIsFVUPki42y6btWof+/B9DcdE+gChQOhELOyM4lunid/8/7OA5+dvKsidDccMY0yiXHEju1hgyVe9OKPSPnJbL9IWeCi4Y2w3B5bpgFUD4oH2ppWDqbZV4aFxj1XSdy3Ghfahv2d9hH3Hhdy2KckZL/1ELzn27/QO0+L9j3/6/GgjElcScFEMYkvnCmrouYVC8gJj7CjJiuFEBR+K1g2ljUpzkK5U4a4zVlBeZe2yEmdF77UjshKs0FGO15LSqXEMnbMS/DR4MpHR4qQjyZOtQGhct5jW8e34Lffezb8FP+2/teDxb4xc8sqlFI48VMJ/wzaeOssKQibQa6clC7V0OFVR5H6FJWCM2FwpBdOGx0fljFMRR9FBEm0XH0dMCBZyIVx/S5pID3Dnxx6DHsivs9t92b5RWjQGxwqL6imSmI4ffiplkRtPIWO1j/cykk40XmdT+xIQGJo577q5nVReCWlVj3pGD7mAMk8dfOB2PbVzFR8jtWvoTvfvR1ONOsYN1NYOGx6TzWvMJXuj04+LufhN+zG9i9i9i3lEpwQpZnUQHNGYN4HnsGBjMklRj7BdM66PTIJ27B/5DN9xAmfdvrY8DoGGgyiTVLguUCjRzdsACcgus02rbCOoC7j69gvKJgR8HIqEFQNJPyAGMkU3k0sDjmDG7e2oecyWvbocQxR0+0J2809c0FmFd4dYgv3yromuStazwxY408fOOgqgDvympKEQT44McVlj78ReCM/fFMpPMwp7aFWENUk0achQppPwqY0U7WD483a74nGuP78TsiosHNwOP9j/gTPGXfv0Jz48AFWHTwnydsBeWGYnTYIUGQB6XL0G0G5D8wUFk8wqrD1+aJ52hH5HJTGuyFv7Hn+GOnj4/nc4JQUQHNKsk9hqjJ48bl14W4ziAV/hn7gY3jcwZ0ut2f2wPGfGSc/sh0WDbTQOVnsaJmUOMReXAqTUxTTJHKnsBIBegzznFmrqqBDDqVFF8lmF5YKOWCY26IlMOZxaaXHq9oZEhlJ/NE9AVXdMwoEIQCnOObjCcDj4k3eOmPvhzL195BX2BvjB/2aMrwdRqbTjSSAgddQmUiJt+lxEuuBD3zBjMYtJ48IEO5J5l3iY3DmLBIxdBi3oE4BGJj5V1ix6WiYRVsR/UctmyNY90yjtoV/Ozj/xQbv1FDbU5gZiFMrsl7aCqL5XqGlWqKPWYLe/UmVvQUqq5CLo9KEZgCoidbr6/O93etPDDikPI6GDpEJFKNiXT/jOwgVLdNxRspR0MHL6XXOq3tOS2jVfRcTJK80l6whskIV3YYMZQuRJL4YJq6VEBu4mu0Yc15zvmQXm7+WdqkCmhdKibJBftiMniAdc1LdKfckXyNM8SPInDphqqzYEx4WS9EjtdbHavv8v5pvcExu4wWBoftEu6wNY46kDcbGs57jJXG248+Ab/wsh+CWlqKSeBuVMEuVWEtpggtO1BYKWaShMZw5WoXGZKyCSvpPL34PcgzD+YJoL+lQjNjAws8v2yECaVGLnNWbsBez1xGeu8j+xwXV1zUPFI0g/DgFBVTTkUGJ93aoLAnZV05wGwp6ImG3zKYbjRYXxujnVXYONdj6yyPdrdDt9tC1RQl2DWeYiUWUaRzplYW3/m3L8WNr3wIRc8HkqMzmSq89J1LsnDiamz4mtaAdRRNnXUhouFRTTzMxMOEfI1qU4X6F8HYGDmoJYtm3GJlNMOeUINl1UwoP0M7MpoYfmdUWj8iRwM6JLxzDlqQFWNNZ6HSJGuSQ2WOUVU42nrR9BCVL9ngcgcVBNQuQYNSJfVQdyYY/ZJdrHcdILLcAQlulPqb9kJMig/yU4UaXZL6vlYdGV4ascikz5w9841Nlt8ZY9+C1qtPBWSIByt+ZtApa3tnc4wuWxXPP77WzBnMXM4K6Xwg+eg6qJbWZiRU6BBZp1Sr4FqaT6LKZSOIIiOPfdeXsX7ZuduO9b5u93VxvtMF+07hxl4mzq1olMUt3W788dHHATrkVjBXOHsAo3cGQIFJlfSYRoZGowewOJxPpM1bOMIrULaFntkTxNabwMwy+uBn4Nc3FnZ1Ry16D8Xf0kvFng5Iz5QOGH8OhW/TlJgW8dxipet5Roa8RHHwyPB6zB9xOsKnHju6Cd9//t8DsxZ65iJ3uDeA1ol4YKxmGCviqZc5GtFbWD4LJaBO97LpsEYjnCG08p5eyQcS2NXANQBCtxbllex0jTOkT3j66W/kayK8l9eLYSjOEH7b7yiCUbbevjkBoZ0x3USoBV+HlST6c0ixSYoSfcYKQwNANGA2fIOJr4LCmQy1a9pl/NlNj8T4/3weCEZGrObM+RlSIRIeaRX2RhlVJdAJd1qdkOzgxzlEV7rttBb/l17P7VrpmS0Xt7xOwqjzfaJWJhwNKcqhbIB+dBq+1XCtoSJ+yw5u7OBrD1Qu0qezI6rSFrXuIhRN3TGC+bvPh07Om9d8EuTaBxBy8DRa4gIPRhLX1EjGLNPzqg7h7EoGgqocqhDRaAw5y/g8bALMSYV1FIkj2CHBSrNmv1OK2DK7nlGBwnSgiOI8qNC27GKLpqnvSxDPOijUaUKT80HuRaSfQ+suy98qGPtKtINkNWRYtVcq5QLG7564rJLjkH1eGJwvnD40nrKOTO6YyR2BKs6xD9djwzfVtkn5FRKGFa/JfQ2oBQBZ/h7nc/78mZ9Eu/qAUUkfUO0B81Qr47BUtVgybSxM9HPXfSe+9H3nQ42aUOVVJw+O4A5n2kJjyMAYhariBL/qSJgYHT3V0XnHwlk2ofzGpLOg/FoUG3SBQIz4S/QxmIMtCEjGQ5d94cZepcQ6U2Kjxa+iTyUVY1IOOcHMCQu88GSywhW8SRFv6zVmvoreqV5iaRyXONQKIzEl6AmYCAoKT2a68Mg8XuzVgVNwVmHaGWx2DdbtCEe6Xbjd7sZts71wx46jvnMN1ZQYffyyxajpsG+0ibPq4zizWsNePaPoGa+1WPdDYqrz+eXG1JjUx2FDST5FPvBi8iloDlQgPECEQyCLqiggJgdnxQ2VgtEBayxySuScxw6ENTXEB8/861k+jFDAM29aGKa1CtbJZGBaE/0IIK0tWe+Fh++VMBizXAhaV1SZNs2g9BLFLeWH9WuqkkvjsgF4FAsrBi+sKiJl8Xd+cLEKOtUCmInIzS3tPhzudmPiaxjl0cJi07ew8PiXf/6vcOaPbUItjaHGI/iGmILYE20bHb3QjiOzoRI4s+eZQPdbaYexamMdnUZZcC0ET1RdmZKU5kXFZcDzwc0GeEVcsazQFMw/WYSHL9uLjor6CC4Zqzvx5sXcMaHYzLwOkTNHynprYVrKtVIhqmFmIbrRKuiJgtrSwFTDTwz82ME3jrz7I4vx8gxLTUsR82qG3dUkOhdq5YLXWweYbrF/0DeQOEJMUQ2ZNGuw4Qky5bsOqu0S+1SIxJjWQ7fp8XDFchiKtK4uTWIS+K5qilWzhVU9wbIyFNFo6lT1nCMZFSKNb6wnFbz3qT6RRQ0VIFUBulfkgyVjN39uRvk+lCZNRFonUeNVac48yQj5fJmwo/U2KdRBCc6YHH0wzJwCR5GsD1F1qGiURvErzk7OV2EWLqM9Gt2hiVA0CwNEMpU4JJ1kPg/MC+N/yMlUEmv0F3n/5UFTx+x4meMuyCWOBscaVyLJOOUpKnirImFF5yi6NvFNYGCsAGvJaA/1g2LOog/5TpavTbmO3GTB06lvIY6s0+3rqD1gDA2j8pBmrTpMZjXcTbeSd9mYrIZGCWlhlo3owUEIlSJUDs2ULyWEiPg5x/XAFKZDbQj+sahJhpah5st+ISmmBsNK7InmekjYROY5ATKDKXp7+X32dkQDSiotO/Nu5l72nU+cVC4zjv8A7ZJ1PqauwqZrcNyNsWymOPadl0FNZzh+ocbWeS3qXTPsW97CajXBsib4xMcm5+PffuGfkedZKnDRI4a4RsrpPlHmEdnYq8ZX4Loj8uCXGOOcdYoMstcefhLuuOYs/lC4DpJxdILNF9GMzJAGsjUiW1lTICZrinoVQ6HkZBCrwTUxd7/4gY+r5NkDkjeWoyzWFx59kRzZ80D6oOCIYnVMm9uJAxhAgIForDkLB+Df3fIs7P1cBXvn4eQMCKx5bBTEyCw7HDOIniBJwPDeVye47xfX0VHIGONEXkR2T58vqtKjP7e4G9A3OnwSO9xiHg0UZg/dwubTHwnhZs2jAhZC+VIBShL6p0CnZ6ydIfIzovLdQcNFQyOrCi4NdmlsFI0VzDIhXlkykOCoaF+MxPB6E8QKtA48oBEpaSMrljCGfuAr34Hlw47WUYARS1mRnBM5tS1FRDpBie4z5888B0r2XLwSUQCxRua0wbnyw8p4zJMq4HlldFHCf3veeiBbTDnaAdHBwuco5ee4gHZAnu8kL7mNDL03xVJlKxkusyhNmB9eL0ORfe9VRiMcGb5gcGZ9HMe+9xvJkQXEiGDG4ib7EoyNCOeCjuNUC575KdOk4XpKvO7rCdm+PWAMjSpUBR/rFrvNBHv1FKO6i3UNfK3hakVVdDmSwYxTijwWVcjz4HoTKaE8CZHo9TWYK1yjkjIgLQlvOnBCsgDI3+rlRcxtMQLQ/1fZDwYqDSoaUj4l7bWnZFhozEr1RR6EPo2J8lFSslkv1wOhOBpUgjqUfRs4zCjv2vU8RBJ648sNG/slsLwW8J2GtRobbYO1dowj3QruaPfiouYwfukXfxV+bR0P/6dfwkv/yQfwqHNvxeUHbsSDxndjf7WOVT3B669/Js648k7yFtamVwTLGd/rv3wu2TMuEs/Bdq1UHlWoiwBivKEcCx3XJnm6k0IKTdSciYWI17jF//71K/DQV3+Gvi/mOkbuBpZJjNoFLxoQDs146Lu0JoNiJCMbkflErAlOxNfKR1yv84ogJKGWhgoe6TgvQqmXa9d5FQ0pyvdI64oVQN2lvIosmOZSrQhu7CxopYHsfcy14mhZz/PoAARGFu/pAJ7YGsfbMdbsOGLfrdc46ka4uVvCzHt85RcejkO/+Wno0Qgc5fJ1RfkZQZZ5IYcoMpsrirxWRoaqQ/MzogrPHRVtEy2r9Fy0UpIxA1Afd5+U0FIJUUCMOjmn4vrn/J5ocGudycfElMNvcBQ1ySWpPDIN+Eee+j9w9k9dHxJZueMUETAzL9inVPoZamvAgyIEI4um6VAbi3HVBVZDG5/bWLdYVp4iClH5Fp7+8gT2+a+d05jaClNXYerqSA6grCO6486SoRHnQuwl9k4r6quuLXSIaFXKYsm0WDUT7DWbWFEdJj+0C7s/9BVixasNHEfEQiFUZ1JRQoYRc75iqgyuaZgxJyHJOenBR5BJO4WI9uFxyAx0iLliWA8QHF0OlD/gXA5llF77ABHiuj2dM9h0DVoGjtJhmxThzGgnA642FpUoCDxWLUYqFL2NVMFKzIN8BUU7Rt13qD3KczSbn8JgF8YqR17pcyGiEeVTYSB4coZQREPUNIIOeWkVnrj0Zbzrl14HjEc0R1yLpguRNYdMDlurMekqTAKNd+tNWDsGur0faM2n2wm3B4yhwYngMYFbBdiAMYFuVPciGs74hEkFYkSjEoKVNwhEob4h/OWQ55hbYmjKW1LKc2zpPE/dojoa2zFHnQj7lSqFW6EQSxpJG/odDQRWvIBcSPJbPl3HgoWaGvReAz15OtjKKtAAgtGiCs+6z5gyMviUSAif2AprHRkbd9tdWHNjfPknLsEjd9+GVT3Bg1fuxpnNGs6ojuNMs4b9eoZx1YGSsTVcVfDTi7GUz4YVWCsU9nwC5EslYyNMqAk5FkY7xFoxBcUt2NDQodJvUJRifgcbYoqSwSU8sBe5G2jsRXvo6HZ8+bVXQC2PQ9/zZDYJi5CetDxPQ2VrwrFh7opNUc6LTwe8PCwZOsXPP5tatqsGvHJyuPJa8bsyOsb9CT+zfA2+Rkj69UA21qmrseFGwRiqYs6M7nwysIyh/IwqMecR61RymsSlo1lRJJgce5A1Gxfho3l1cMzHlG8jN7IopISTya/54Z/s8ZQMNQydis+89IDy8xbXkTk+NrycV6ihUCkH7xwpodblDFTWQ3FieItowKqwlriAq+binIqobWuxf5oAn6HPy3OiGLPoNjxiDZk0dSrULSBijC/+2BK2nnJpTOZVnQs0ov21KufEGMojaYxNxRnhMFLBYDM6VpX3WqWohsj1Yacbsy9K5rJv/viLsev9K+S847yEMP5soMVZKIto9pxK5VjAz4HnCvlclRAhDwRsIq09y7Ke92agWBakDJ1nivUKE+k1Vkk/kPApzfOqqTBrw05IBKgc16IagJNlBhhO7CyWLYtE8HQNyE7nNWbhrENc86UMFg6f4PSRhUq5MCLvybFSoa5LR+tR1MpRwVjhxHJnUw5N53QkObDeLzxHTrf7b3vAGBojI7CT4UAFkOFmmQ4y9/p6OpxDwT9m40lFeTwqhGRyFq4KyDjDxc+edz0qTjovIgUkL1upkG8jhyJGPNxzoSI+x6tUhmyzawwINBR/JuYP6c0oDQz2PObj4o/zvCD+nXsy541LGkDz9CMXldnS4yoNDGTMG9ZqtJ3BRjvC8XaM490Y93QrONztxmu/77dw2dJNWNZTXLJ8O86u78GBah1nmXXs1RqjqgOaOuZIcDXznlcrrBGtfAp3IzGplLj08nCROSlsCNPU02GXhfzlS6f7EpOMzStok2Yak4rzCd/e2AOAh9Z34/or3wQ/HvX+J43X6JET+RSSJ7/1VXy/9SZhuG1+YMZrSo8a2NDQoepyiLYoFZIY5ZjDT1+8RMtgBL5gCxfGdeyTy/vDP31YX9alQ9h5hYmvoqFhodCEnJnURw2lNTlLKh1gU8w2JGu1hL4LBdkEZZHG72ISa/5gVK4Yy+eVjbW/AKJBKOetB2uTCl/6nISx9CK21kajhaFBsk9DsileC9JxEfYYRwbYGxuuywxUZGxQVCO2YLBp46J33wRFk88Zns9aqXCOzHdE5XNJr1hbBalo38Q1mHiDzz3rjbjj8TVRawdlUVmZD+R7c8BRhNpQNGMU++kwVgq+MkDNeT46M1RjZEL7GCk2ykWjimPXK7+/B2f+3meR8rkAZtnqyw0fGA/75080UAvnQflRhrVKtkU2JmcwsAi5CGzgcj0nh0zmwKc92IVcBAsdPO5h+bMRX8DJZEQj0edbNHCUjJ4RxWBYXg46/wagzG7YKZI5VcLf8bj1zDZFY5r58LT4/OPocpZLJiL6kRUy5Ax5E2u7MP186z3QtkDbkdHrxDkVzniGifJe5NyjTTfChhuhhV0YNT1l2n0OlRp4neLtAVNHo9YOu8w0hIlneNb/egUe/Icd1HgDblSFSrpkXLjwM3pwmNo2MHVw4iRT5BqlE7OE9ACxcGaB5BE9LxI+leVHeNCGj0lacwYUrmUDVWdUmBCSgHUSOAB6CqYPiq0886JyOuemvvd9ROEm13pS3sR1gnIQBZgPWg/Sj9xrYjJ4CyVEB6E94BWVgp/hITTPObwsE958X+coSbDjwxq5weEUHWidRmsNNtoGtVmiYQlDaKwIKrFbTbCspjjTrOOA8XjcX74cF75boalvhRtVcE2A6UmPszQ2ILywvRCHjXCJrMJySLDk56CVi9G7f/InP4kL32vh67vhGhMhgukVkhmNqAGgOfRv4Y0ibywnkwusscT883paBIewGesUcuV94Gv87yw/A0oYGxrwlpTFGPVjhUv1FBPvtGCOSwUqZ5nx5hNzSqnYBAOVbkP9SVh1gVMXynC8tyqcBcUh7pxGawn+MXMGU1ejdRWMYdpZUmR0mD/vPa2OENEoI7LsLGF5xo6TiPCMhqWNUA+K9iLVfAGictyLvuUT0394yB0Wsb+xcFp4RkXiaZIpQnmEyn6Wt47bOq4llrPAvNwRctaynPSx8KZu6aU6lSmkaez5WAl+xkX6BNWr6sgwjHIu7B0+I0QRxRTNUPGnZLrrnEEbvMit14melOdgKLJTtkxc0DlBhfomGCtDULnOEmyqDsQoNeIrkkYoL0gj0njHyqakd8nAKKIhdK56IedS96KcD7JeFexc82CQ9PgIGjSNc2Qwl61QyJ08HyfBgya2xpatcdwt4W43gp4BfjKFnoTCdCrsrdoDtUNdd4SYCPT5K3oKC4Vv/Xcvx77r74iOAIoS5XJfnqtDjLc8J/TgkhMxMzb4GsXzlvpBXrwPSdfgtR/qsbDslA5OJmqZdQazULh26ojedgaDFmF/B9mpOg898wGGqNBZMe9AgL+qWPyvhcGms9CzU19pPt1OvD1gIhqVttFTWyuL1S8ZNB/+XJ6cK1+8zzQrUF5UQrUhidKh9RrvXNsH5ZLnIiq8Urk/kVZQY5ZN5jOc0GUXeFFONlxLF6Yfc+kofTrMy1yI3kcXjMvApTyBRW2badFw+XgjNE2E2fksjAohCVv2eE1thYmtsGVrbLoGE0d1cZugsK3oKZZ1hw9snoe9n2yw/NHrSRlk0gGJ0R7ycBWNseXSkzukBPG5zPS0tbLY/UWDpb+7DqFqZaaIIioBpARWOnkpa9WhUS5gjNOhX4b8F/V9e0rhwpgWhxtfXFJOSm77WFchg+QMwHKEgjJvlfdhi/PHBAwrr1n0iH7JDI2eN9bzS0VjPctTQkqW5NbDbvNz4UhZpE3OvcjMjpNBVsDPJ9FxGnjcakf4k2OPS4px1mn5OjmZkUFBe/9D7LSM9gKUW2Xg4R/9UKp9NM+Tlz3/dC0gp/iMrVg/jClXpSFcXjs0rZj2PCVHy5okOiYEC+VbYW5kQ/UcN/layOhJue9FMu+8vgKIOVhxj8OhVhzVD/BKjciMlxGjAFByrNoG+F1g8iuGlK1BeS4O9Ek2A5+cZUAfIjcwvixniudJQuwG5knmIZCM18RyF+BBrEwrq8iZESIK0VA0IMrgIprFqIm9f/Qp4Nh6dNBwhKfnsCvnY4HMPNHWY4IEJ20jh52Kc3lIhvqQDM7QQ8mEZqXREor3pYhIOqtY1g0l3bcYMJhPt6+L9oAxNJarGZb1DGPVYll18BWAuk6F+tiDE7y8ROfnKYmu8qgqG3jS2fs3Q6MsPjU9D7/z9Cug7jmeBAm38nfh7S29vlGZkEoKEDd9GeadqzHJNuAeif0T95cYW60K6lch7HuQBKEURAUJiXLXSo/SvBCfuObQv9PBOpyjsZMmccRc0bT1OgjPFFZP3nBESj4u3KU6BXQKXWswbSu0lsLHTPW36UZR8Naqw4pqsao8fv1Hn4ezf/86orWtK8LRR2U/j34lJTA3/GKNBq+R8f6HX3PoVF5UslaODIpQZyHiriPtqYc3Htp4VAFf3mjKZSJFKSgYhuEUhYGURWOoM9uavwMPOoba5fqO+p9gO0GaC2Zigs8x+xyVikWjRGTKW4XWksdSJtjGxoqEAjIGumIvy/3LhybTMDuv0jp1YWwS++9Tf8pxpuulQm1Tl5ImnVgkFGUK0YygJPqKaZORvMjZT58xD0UGPbGxX/a5K/HZZyeWsTySufjpSsa4LPfMhTmROVElhCx77onaVSo1tXL4b+96CzYefXaSKc4naNic5r0KkQCKhjFOvXMasDZW2UZhvJcMVBQlUzw1EUbE8znSHUa6i2dNrRxqGLqoNhk0ZC47GpJ9V8LGWBa0PtTt6TqojvqvW1FPwyOtWQ06x0JUflR1WDIzLJtpNIZGqobnBG6GEQdFmCNhTJNrjI+KdSUK147CnkFVkQc/qxvBA0svTuGY6+Qq867iwywV4X4+C80VK68AHD/jkM8S8m/42TJEyFkiZJgKJ9KmG0G3gJ8RZ7BtNLqlUBV+7FA1FktNi+WKijRShIgiPKhrqkti8nktZSdT5ErWvzKvMEU18jUk946MCrLcBFAYqQotguxxATrlktNHQoc1Q4e9ElFXimi0zsTcsYnXQDujOWo7aIZPBfmnLaBbUNG+TmVnaCp4ip3pNfd1c6fg6xRvDxhDo4ksIDOMg/KlWCCKxFz28sokyhjNEAqcUSl50t5xJ93EaJac8b5Dhod8S3oaUrGvpEwOKV/lx2xxGGVNUqiWfSoUJtnIo8QurNJame/MZC+FTF6Ony3C4JnhMsfIGORWHxjHybTHPvgmHP6RJ2QHWoajLyBUMbTuFVqnA7ylCnheUn7ZK0weQ4Xq6BSYThMLi8TNbxPNcFAxITEmG8sqrkGpjiFplbDCS2ZGrGiQa11n984SPAUcIuGMu1D1HqTQishf2W8+PKNuo/IEz7JFw0KE03uGk1DCex6wYMxetutm3PaKKyJDmvTmlteRECVmliHlfWB9FfsmeWN9Zr8nhZohCQMP0xfe5nJasj0tFSZOSDVkxER4pPCMiohGVAxFnZSh6KrMKagkjCx4paedQXfnXXOeXDEn2TDzN7IE7jAPQ2PuyYAg8oiRVBBLhOtcWo9SLYoFynrqR/qdiysyI14kExjAO0vnztzoMiuFAd5SiZwFhtJ9x7Xfg32frLKoYGZgDbQhyJcNUU1SzBjiSYqiYjhaj4ErDYb3eBOMId7jR90Il/7tv4CezFISd0G9HZXiUBWcGZYiKUogKaDPBe+90fnZM2CsJ5a8RVFPOTHF73PPocAu5oNBx0nzVijTPv2EA5RVMWpN8j3RmLeP3sCR5z0K/z/2/jzetuwqC4afMedaa+9zzj333upTVem7SkgCoYkEkR6kFxRFBeGjky4BlFb91E9eO5TGF0xEUBGBl06QTkEQ8irSJwRCTN+nQlKp9nbnnL33WnOO748xxpxjrr3PrQryk6q6NX+/fc85++69mrlmM5rneQYysDkgpD0gLRlYJAyLCctuwl4cxcF0gjPGAS1VweciHNTewmlFNB+sNc7xrE/aulZ1Py3Ze6Bm8sxJza1zbet0zq0CoDjsESMC3vEVzwHfdqNIL7sxGayApDotnII7Rij1jB5rj952zTgae3HEmbjSaING/LoOiFFUgGLFTmaVteUIjQRldFGzGVrx1TaRiCwLa0mNyoTh2QJb5r6bT3lmVACzfdM2ugbDjGZl2op4eTywU/y4GmyKUKMlp9bSmLcmgtJeSwNvuVqE4kE2W9+2CKEzDfpdx90+RjV8EggvffJP4Rv/xo+iQtUqodIXMCr6+RngRJimiDHFUlxtnfsGMhYoo0cW2eNIZaNBUTdDgefNr99HMo2QmIpxoZQqgwhp5iVYRI5EVWYRJ5yJa93wMnIHYDGAhw65d+cvOH4p5DXEms2QjTIpkRW6YYZKEnUb5RxK4zfJq8Gmyj3vgBfJ4SpEkGcbpRmen37mdfiff/PbpY9LITfAkxk9sZ+TGpo54kTlFZuN1wwC74xROWzhwtQxVWFdvvHcqDaipSNctk4QFRy0H+uGN5fCd0H7V43AoERwyzRFap2M2T1YRsOKi4mCXj6dm2VBk0J+rWvb3Mn3jlebzZD+LtFTD1FqOsz3iZzACoSN7pmPHDDBiNunjK1dzkZxWGpGY2RgYh03xolT46s6Ge3Y3OUoBkKpn9GT7A/LYPMHmL7zcbjlB15VOAdXiwud1lIzJjoJSjGk4JoadqFUCG+v0+ZqiKI2tYwT9qNmXJBw53gDnvw5rwNdOgIbBK+MHXJEcMCK9Q2hEsqtunjUe7O1wjJgfp3zvxeeEHarAvrWZPSx/Qy2+gukBjDpWs5NP4XENftjGatERcZ8M3VSnHWS4qzf/ad+CLd88dtAzNicJ2zOZeTDCYuDDfYXGxz2a5ztTnAYVzgMJzigEUtitTFCUZ7yfVnmkQUAFL7q63Hs3I93KeyhXVMKl6xZO2n3nEzJOdrYsW4CtZaUBtksq2FrExNe+eLvxKVnnpUMoWWNskjc2osmAkYqtTQ2udNsrRZhfczfeFS2a8bRWEbBzQ9IOAwduEOBswh0isrL682TyX5q9K+jhCVNhZwZKLdqIgR4nkezEesicNoaOarBIRM1tThmO44ZJUkWRF/Irql4zS1MoRxDvIqdzS9q8yrcu5wBbxiYIoWQYyvJNts/o6b4vRqFj7YW46Li0wEU7HhPuug22R7MwkHuZdfF28abbwlBNiBHsK6OneNCZFkkrd+nFDT166MyNVokHAk1/OZV412UsLFPGdqPaDYHW8yf1t+Ng/+6B14uEFYTwkajRhAjGiNhHOWa+pBwPhzjfAgCBew75D4iLQjTHiEtgbyAkBm14JjVmlmooXRAGywpqsMdG+euzYywMx6qs3FVLfh5BHlufKP+7kmxNjY2Lt2+5lzhL2NyBtdMrlhThjkHMNc6DSvulRyp1ZZTarJExRAo11THkkV1F1qKuSk0ucOgZiIXPbR7rkaBZW02OWLi0GDpLbKZ5/wGL6tdxhUVh8nDpnZlMSOyOscCo4nEoEC76+j4AIU3Znc84gaCWZ6pPnOLnjbwNip8HVm+HDfHQz8aAkPtx62o7paTeooVY86PVFtsgg0NT6NJ4VnXV9W+WAzEKu5RAi1eechLEPt1feZsWfbUVH5EdapvpdB9PZpZa46ZRVbUpFst+2oOkZdIzlqHJfVCBi/7YeTWGAaraMSm1IxosxZ1P6xwTW7QwX6tB3QP0zEPmGPe3l8DC9M1sxqusTjnW/WSsoPHJQj5WeWLC0RoDBjXHY5WA+4/2cd7VufwppNb8Irjp+K5Z9+N9/wTwqU7JuSbNlieXeNgb41zyxXODie4rj/GuXhU+Hn7RCANZpZssIPNYg47vUrbmR32mat5c2NoW3I+YETAR33Nb+Etf/8DxVmdksv2zHgsDKn1MwWkKWJKUcYkW4XwHhsErHhCmABerUEnG4RNKvVo2sCKBuucw3Ih7eNCHvCsv/Oaq3fEw6AZx+zh9Hq4t2vG0TAS+JIm/PDlp6K/jKo977IZJdLgSLJW9M2UOkSy0DIa3KpjbGGa2/3pIbV51WSgWVAstbmLkHo18u1WJFJhIMA2TvZ9rUg6h3xYS1CN8tM4Gu9r22X86MZzWl+f5mwkaKSQBbu7RVS3jbpAqKjAb2oRueii7PX4ohSiWSWX8Xoo8pbb2ueSnt4PI37kqb8oUCc1qIVLwsolIRCJ8bugCWfDCv/pylPRHwEwh9ow/Ko2lTsUR6PWmqnVgn/o0tPQX+I20m+KU6fpwT9Y28XR8G/NNqXKV1SOhsEiQMXwbOAvJlHqoG9F3QFoNl9rGWrUmFqUv5xT7ss7VTtbtii5bdxXH//i61DjcFizIqH15JB1x1ebNgfQPQ9Zy3jLoGkcQouekqvK7IuQPpR2qiPfGpKlOJ5FT7fmm4vEwjtfofRHUVw6ZZPdDZ8ivZ4dW54z1hvMO1CvsTmBvbhR77K+uyqR1xOcH8Kcma8FFsxI8+tSrPZW3Rb7ndtjAS0kh7agnZXsXOHEMo4aDgFYgyrcQvrs1J6H4PptV7Mx+JD2ntlH/Brf1F1hwoWnLUG33mwfrGNvhnMvWespYJoC1lOHK9MCF8Z93L05xCJM+CtP/V0M162wPNhgf7nG4WKDvW7EmW4jmWDNBl/IA773gQ9Ckb03foYVSp3DGrVrGsjUDEL1PrWyHLo+mQ22v3PTr6O/4xKQU51Lp+2BzuZIWmtkdE7dyBFrFtW2whvKUrSvIgXgAgkaPFIn2kj3f/+WX/2j3e9j7WHdrhl52+u6YxyGExyGET/xJX8Wj3/LW8CHB8jLDsnkRk3Gr8hBMmKXXZGjqcGlLlQekIZBo9a0tXhY28puaLO6AFsYxWpdqeRcJWV5Q80bTCN3GC2qThpF7yqcooGAEDRbk9uNg3hblamerMErz43LzGgW+g3H8n87o6NwUV09sBFVg0YF5wpDZJH1OQTBR19mnexxr0YGFRLbWj+gxodlMZS8VqLgjq+B1G5oFmWXNHJ9jlIITjYZKpCpUFz7pu9m/WiPt0QxucNxXuByHrDmDWg9gcYJ8XhAt9dh+YBk4k5uZ5w7OMETDx7Ajf1l3BJP8He+6lNx+x/eg3xmiemgQ1pQI1vJQ0ZcJCz6EXvdiIO4kfR/PMEBTfjpz/1oPO5dbwbO7Eu0s6v6+p5ojFJvRscUHKlxV/p/bsT6Dc3+RnXqeLZRitpJhxVH7NNUZH/FyUCJlIeJBfpmUdCJMG46bFIsHBvjWpU6HGYIhO15DAj5d+hSKVhW6nkAqjLk5k6Zx9vH8Y4sp+1FI8+cV2s9hUoqdio42RkyTbE+1PEmNTQqR8PqAlkEOZIGVmLlZ7HjnTGdPv93teQugJM36OGipzWTQcWhVzK4wqX8sy9EaDuedZ13DvR4Uu1exuLEtT4CsCPK5snqtla7sWT3zKRjHSgZDXtOtjcEzcD2ZIZ6KFnB8uycQ9NkN4tR12ZhjLM2Igr5Vp0taJZM4CruWmPtZ59JHzRjacp0kTJosZDsfh+LoEAJSERGNmGUKMUJh1gznyZBHiBrA4a+Hie4ddr99OPQ1nobL7UCvPE82kHmDfPqRLnHaFF75Q781D/4VnzMj34Dnvkv3iYGtRnAiSWTkTWrMQK8CciRkcaI43WPy4sFOko4SgP+EMCF9R5uOncFXcg4M6xxtl/hsF/h+v4I5+IJzoYVDsMG/88DL8SrP/Y60BIVMutqdVkw0+p0QYnguzgaOyGNO3iTzct9hCEQwcStiMaIhJzDTo5imFzwygUBmFHI8mtdPy2rcSGfIGwyeDMWh9cEVeIa6I6BPBCmSXgwtnZemhaFdJ9wGY+1R1+7ZhwN0ww/F0gmFlFdADrZpLOX/rSFlTRio7CShuinRjmAajg5puh8gWXiiuqZR9d5Zo7pgtgYXrrpNYgEF+UFULHWs8VINkjaupYakWsXs51RJbdBzqEKdk92XyXqvDPF4H5tHIK6cddTnmKkNn9jt8GjxzktoyGBrAAtLYumfgKcMaQbf7kUF3HeFSk6rc0hY9sfQFnQpyQQByEEdwUqdMwnUn11M4JORnRXBNqUBsLenR02t0Xcuz7Av/i5z8Q/P2Q8/b5L4D4iLTukJWFaEtIC6mgw0Ak/Y9lPhZ+xCILdXhAQNhPAWedJjXgWiI6PVMKcOvtZn93O8TSLvp6Gw7aPZaYSRSscAFYYSXLP0GAvzkE3MiISFSjWJgu2WDbKKPcRnDHoZSiVuzWPyJpDtRNLbRfu1Hfm9T1OC1hurw91jie448ZYDbJZQMFfO4grkd0ZM9EZNb7A49b1PASnwjfDg7cHEXWwLbWlBp6EYjha5knu39TiIoCx3j+gjoV5knrP5ZRUfIe5AZfhyOBezW42DouTxtvPy55TpxwN3yIYg2YwidoA0VZ/ztZ5n54VRzZs9entf/adeFd+Pp74Q29tLW12ganmhFWkIXFARMaSJuzT2nEJQi30aGPHvUqhR0qFkxLUuX7uT34Nnva6VRtEcGOQZ+OSZs8juKydz4qfllH0GTDPbfPrcWbCYYgC2XLFDcEzDpfjIyAR8hQwTRFHmwFSJ2UqgYUzwxpdyNjvNtiLI/biiHPdsUKm1liq486bDehgXyTNzdHwiAm4ftF1pcxNzJwNuH3xNDUutGunXzetT4siZMkE6/dsvSwFK0nfnznaDUytE0eDxdE4zh3e/UUbnL/5ubjxV98FmjLiKiFuAqYF1X10FC7MeuywTl151oISeR8WmT+p9seFzvjjag+nazmlXTPQqY4EDvLepBvyIHJ+3FGBk5QopiOCW4R2Xl/ANuXBiuMZJMZBSgBs/zylGRREFggdyDrxi2Hvcd3YXkjmrZA3HSZ0K5IObGO2vXH/EPTLa7TDLfDO+SmNaDu66y99dh2VECd9vRP28BDbaQ5BU0U9Z+dAcWP4yCJJJarjScpWdVXOEzAnBgNoFqetSPmsPzObtGeN5o4szsZRZuQzS9koV2t0VzboL01YPpBweCfjyvECd14+j6d895twx3e8DWG1QV72SHsR0zIgLaCOBosz3WV0XcKym7B0GTupB0JabVphFaZa5Q0H9yI3nmo24xT1KRdB8z+tkTMi5lwbS9UXw5shGY2iLJPV2ajGQ+ECTCJhOVk9FJUmXnGsxOfg7tPuVTOcdqGZq5NxGryBd2wAfv42z382NG2szo3Lhvfi4U0lgOCu21+/I7UHjcZ7uE90vKpAgBVnZGc0bi0z7u82okxKtq4ZTQwZ4brrNO3puVa1TxoYlaqDyfECPCk+zSaMh8nNr82vSXPjrUgR72glC+DXSzWUgBoU8ceew9uE90Ltsy2WXX3zwdAxVsDU92cG4cfv+I942qe9BTyl5gE0WRibQ3ob8yBOT1my8qV+huwTxakGmsg7Ob6icXsGzeI8+1vvRP/ad8ALoxSjeoeTMY8XmbNenF0LCJb7mu0dO/tKeYsusywZMCqk52JQF54QOylXKgGJlAJONj0urxc4HgdsUpRMRr/GmX6NZRylQF8Q6fzDcIIljVhxxD2bM6BeJMVhRHDP29x6GQyvDV7Y/lc74RRDwn+kvNfyk4pMtKk5ls9Z+swqzKPuewopM1iZQfASk/Ireiksyh1W3OG3/vS/xt0flsShGxPiakLYCCrDjhdGAo+hSNz6bGBH14xJek21a+ap3tJdwop7fMMnfh76d9wDXgzgZYe0iKVKc6mUPACs1ZK7LmHoBLtuHI0qX6cRd5XJ9U5Gs3/RbMPSNt9AEpMYs+NYjF9L84bJRWAsMmvkWAfdMJlFBPk7u9oHACrspSz2QgK2TXJrYfOSjAYtIZRN12+Sc8k6S12X45QIr35BF54SNSunZAxxavoqgDEgFeONtfjcVvbIDJUdLYCbqrGAwBFYDdRyn44QXlSdEpXjmwSiVV3dOIlba4lJoARlg60GrJxjdp1mxHD9/pgjjqYFLk57uJj2cTnv4WLu8eL/9NO4/6OeCFy8gnDhCvq7LmLv3Uc4+7YVnvC9Pc7840Pg+nNIj78J481nsL5xifX5DpsDwrRPSgIHeGDERcJyGHHQb3D9cIQb+8s4G05KtWAeOoEG9l1VnDJYTlPZmOFrNADbvILyiEtOn7eN12JoOsMTanBny/KQQsqMhCjPkKckogMpV9iUe45xRULoH8XJOJl63L/Zx3vHc+X01GmtE5K1oERjA8sNdOpA6fzpg2U4xTkrLTPI8yfU+OPg7tGev84n80U9Jl8MujpQMkjrMqBxjGoWxs0ne3lnMNQ530Sl1cgLcMZoCZy4Z4YajfX3IDGEeT0Dk2MN+KmPeSlu/bkTwYNbf2g14vq3PCdkvf9MWE1deeYr7nEpL5s+tirEJndbYUO1z+yaai0d4/ZYzRNuuC4Gn5Tf6zEb+KkePura2RCaKTfZIbZn5bPeLrvJoToHxekklmBDCo2xuM59Oc+aM1apkz5NGcRcamkA0p9xrReg6olTErU1i8D3OnYRI/Kyk8CbiqKkRR1P3LEUplN1umUcy9jsacI+JTGqtVZI4YPNsp4+qxG077qQthxA7Uj4ZtywgvV38ycrb8CarQ+1jguEOzBOsGyGwKd0jZ+AsEGT+cxjwHrVa+Q9YjX1OJl62Z/ChLPdGue7Y1zXCwH8hngF58MGn/H/vgjv+ks3Su0hhZHl3tZODWq6AMB8P55ng7farF+aYI1z1GtGuGbeEwescl/kndnGfyGDO+iwgw9LVljEUJhrRuMk9biclrhrPIcEwoqzfO7kBOHSMTgQwpjRnTC6YzluPCHECx3WJz3WSWoD3TuewQFttoIIj7VHR7tmHI09WuOANuA73y1vqApPjlQL9DVGVDWcrCJ4p9K2pjj1Y5c+AP+fX/xSFIy/z2QAze+7olYt/lajMIyS0SCLMBRSK1eD1GPXdRGJVB0GiVChLO5NVJO4iSwVEiOqYThXndrVmoXN3dNWRJ+xOzPio107AjWeM2LVi7e4HuSu5ZRWK6K23y0RTcPRq+pM4aIUqBSKU2R/21fs+DVK1DocNTviIo5+D2H304WhK9k8OBnBiCPu8QHDvbj7U9a48HFPA1Zr0GqDcGWNsJ7QX96gu7IB7w2YDnpMex3SIiANQFqQ/BwYeWDA+EcxS3QuTAKlCGusuMP7/8pXIlxZVcUsV2CQZwas1eLwOGN5hrn8fMd0Fs982ReDTowbQ+1zO+UZloJ9LqthmaNSxC4lIKcSoWykPk3dSAt0IYs612qS6u7Sr0OJ3heyPqEYS4UMO1Oh25UR2GrZnGNUrkhzg/Xndi2K9u8tJa9d+PU6jMp9+KjprphoxeurQf6+EMFnt7Gr3dZNeP7hnfKHStN6mEf53RmRzBCFm1ydS5H5hYvAmmfhDPdy3+0V1bE4u9Jw9fucB40MVjKH0Pn2UGSdTz9h+6cVqrTmuWDMVOVJi3SyW7+sb7U/kzpxEYweCT97+QPwl3/pKwuM2CDE2RHBZS9EUWCc19oRZwMoIXmnrtXAD3Wd4B2Z6zl8bz6XToVPzfrLoEGAVbCW3wmokCM1qGvEvjp5hZenUthFrjm3fKm+2ANiC+yHtYrNMLCKSO9+7wyGiSbD066fDJQuexB+xvvY/NZtjnWtT6Vbk5e3NXK8zxKW/U8dsExFddGCigafGgE887nvwnv+6rMk6JMZcZMRN6xBBHF+rZ7GatPjwnoPmQlHPGDi/737/T/SvPDIw+X1MG/XjKNxNqxxfVxJxHLokYcOPKjiVEelKniFSABBORpSnChtLa4/+OY/hWe+6HflBGSpUaq69fNdfWaQA63xazrSNAwKBeES5fZ8AYl+CQQkZVE+AlCjkpRdkSAUfLmtkxJRaY2O6my4id6Qdd3Fz5wLMklWd28NbMovZvb3LMrFZbGtsI6SOvYRQs89cQTNejFomhlunjvir81XG69ycafcZ1l0Z07ebBdsK01zA6EpzqK/ZK6v4sTkurl5GcEV97iYI1750f8Kd3/6Gnx8InKCRycImwSOhLTXI+33mPYipr2AybgZS1QS+CIjLBL6XmBTB92maOIfhDWO8gLP+ILfA+65X4paxgivmrJV+E/7fq7C46U+X7O+Hc/8668DHx/PHtIpfZHbvpbutPQ/NUIKNAzqLCp8aszqcCip0aoATwRkYNx0OF4PWCWpuH1/OgMeAtB3YgypY5V7NOR3EXpSEqveZx+SSkvPs4GhMYB33esu63wegQdqdqiBodk8cFWcm3XH5hbq/0GvuWj1u+NJZsNd+7zwKMk1N3a2+2M+HyqnRPDgyQZISnUeMCSrYWubSdyyZGxTrhlbcywTS4a3GNjOgTttLfCOwKDrt/UxxWgdr/eqvIpdtBu7XVtL9X3PzxBh1TnkxcHc/AH85fqxkKl8u8g669oldQcCEksmxUj2Jh1e60NwnUeZkNVp887xj7/9A3HHV/+BRN9L5J1KdfncK4w4MChyCUyVmiG6Hw56b/NaIXOoEMvDqM9lZlRL4UiFT+2A0ex01GF+Vh1/yQV9km5ObPyt1EbvS8Re91Wa5AVXwM8cNOu7TmXArQ8OlJuxJJK+6jtXETw4oYbZy/XHLqnkgNongRiliO7Vxk6zl8yUuFDnZAbAOdR5ZH3i1uA5hwWpyiRvcizZ/HXucZQXGBn4iWf+JD75i38NPI6ijrhOCKMiMxIQV7qOJMLJusd9xwcIxLiQ9ncx3R5rj4J2zTgaN8UTHBKDzh6Cl4OoTS0i0lJhU4PCpmxh7XJRlxlC0gJFohcuERyJaFKMtUCRI2PuhFBpa4uPKQwkDxg54Ic+/ntw8PML8JR0QRTJuDCyQAtGNZomIVRtpq4srKYbblW9uY/Ig6SwEaBZGzHoRdJUiH2k6evoos/9KVN+bhSX6KOvuKwGgRCYg36Gt44zT6X7iJkVEuudUSA3FyvfJNbo804DY8sBqH/btbmHYrsVLHtE9tNFWSlR+WjKEtWRZ1nhGIBFIdWBcZCMcq/sNodiDEAMjCR9uUkRV8YFTlKP4zzgQtrHkfIJLuaEtI7I6zUwTcDQg8YEWkv9lbwQKN+4TxgPpHZGHoA8MLhnYJHQLybsLzbY7zdFbep8PML5IOopYbEALRaqsR/KWMo+8+eyf8Znsl4248sUeD52/w34a696E3D9+drn9sh2ZXkA0W8HCmfF5IQFFyx9H8H4K7/zWozv/2SBAKwFdheSzJswAnHDiBvp83AckU86nKx63HN0Bq++cBvOh2N8wff+LN76ebeDY8D6ug7jgTrp6mwAAHUZfZdUCEIir4lDwambQUB9Jxu4FtQr90j1Xr3x7vHUZszV4ncyriQKzaJmVpw77Z8uNAZYSY55ArstTwad0oyMGYvSlwIHqg+Gto7ZXr8a57mdayNLnYaN8WnsPzZjefZB1zawg7mxrG20EYhGygGr1OMkDVpDIuCYIeo2zOIAeyWnmWHb9QkxOAPOBWMGu5Gc0ZDBIXN1KzGr986ByxsEIYJnpgpb1XZVadIdgRu25+P6MhWeCjX1eo54wEqNa6QEWo8CRdvkMuaDOtchAWEVkE5iua6e1EiOGeHwDHhvgbSMSMuApOO9BCVUNMK4inudZD/34xoHQZACAGScd50rTFr3wBKQmCX/SdECHr5nz6d8ENuGdHH4dM30a73VspE+67Ayh16fc3EykhtzSffXWUCClasxJan7kEHoDDmAjP2wUSdjxJKS1BKJDBp6gVT3FqChErwo8uC+P0KrOHVqDSKvjGZjZzaO5sMsZSry694R27DMMSn6aHW7RL3MYGW6LJR+pkRIWtQw2R6VFljlHhfSPv4wncHlPIlDsxkRLh4jHm3QXRnRH2X0V6TP45rQ3dNjc/c+Hri0j/s3+7vv97H2qGjXjKPxvza34CN/7cWCNR9qTYHsojeNXniASiPmpuqrRRl6EgP9VHUn13Y5G3NystUEeGp3jI+6/k0VdzsvIldIayiEtXXqGqOrV7xsNvKuZTQMV09QWFUb2aya6A8SV5ivgT4S7yMoHkZUagrM+sQZBRYN97KbBpkqUa5djWbHtMuyc10l7545wNdgEAeAtxdtdi8jhaPerx0LQHH4rLAYG+bbUtOzqPY8im/KHpbRGLPBR4JmNTqsmPC8p70L93zBB9WIFKAOmEIgOt3o9bnnqM5mzwhdRtflgrfeixtXEVzUaHxF8zqWXMYu2A2gGLEAXDajhRPdn5f45ld+muCk0fbBVuMKq/LZ4aZAIlcJ5b945t3IXagZjSmDNIJWNs0MrVAr0UqTsLyyWeB/XHkWvv0NH4/FBWA8v0AaqBbvjCyvrpJhA3GT5bT7jISW41BvZ8twLePqlHZVQ5WABrKp75UIMmY/1Sko0LYS0W8JuPGhwKUe5CNz6IpFT22umZE3z9ZW2Ia8skpJjzli7QrWbTiUoECtG8GNQIGf8va8omaf5H7dGrcjSjzPRjfrlT0WD53SdSrSDmnwXf31YP1szifMyY4ohQsNOgh1RIxcb2ts1kzeWMc7TQCmgHEUuKDAfEYMMYGWS1GmWwTlKVLlV+h+WIJAMc+yGamS3l2tIA/f23ouutidBhGKdSEpP68KnbIu89m0WeRenHl2fVXhZT6KX8aj9n8R/9Dje5ixPXOTNO7Bwp8KkLXTpHnnKl5uPnIzN1Gy+b5PDNIoJ24zjQ82fqxfgOqAye8ylj7kye/Ae7/0Q1AKGprSpQbZAOVNMdU5ykDOAWNTB6NDRtDMO/CB++/AO7/s2QKR3EySXR4ZYQPElfzsjglhLX38qvfejhX3+JI3f9aD39ufdPuThkk9Bp16+LafuveD8PS//iZwFzWbEZAH0iyGdzIARIkwxJgLFrsnUZ0ayLTDTcbTNnlTnSJ443neilqRe88gBqYEkRRzXippT0Zem0VcEiElwsnYFyJcAuE4a8Vzc6I6Uk1zMTah6jlC3JWI3M4234DNfrIFuixIsljkXOMwJcvCQoKj5cI6oB7OUuzOCIqazejJKoJPGJCQAVziRenr0rxRMTMwfLuqBK0v1OYxYHbP7r4Ni5Ldc/RKU7nZ4ISgWY9rzgy3xy6dRrAaAlnT9bZ5GlxopQofIwe85Ck/gc960csEljYl6U+DP2i1+3IbmtHKHYOHjBAFErjXj9jvRpyJayWAjyrPmCUq72VtndNSnA0TwjEjFihGOFAx1xGM16wfj6d94RvAV45c/6ozZgbcvO+Bki0rhPAcnU6+XMAImSucRHWKUlZiLDfzJqzF6KKRkFcdVicDjjY9fuYdz8PN39zhplce4/imTpS5OiAN1m8AulyisLYudCG59cBBHAAxNnzTe2Ryxoz/71Mci6gBAF8Ruq41s3HtYSvBPgvndMicz6BGhWleKG1ehBT167sJ/No8jNCrJCXWdc0MPa5zjZwijc8esuLB11PXSGlmEPIQBZrirqtkk424r/dmwRQfOffZp6vBmQDUqHN5du3nMtcq8z4SvRUYmRkEDQSN6npq/+mdazMSfeY6QbJ8FpFG4SOJYx1HRlwzwlqda4UMXhkXOAjreh37S+RBYJalntSAuh8GgKLwuYYowTaDDUXKul6oAWwV6e3Ycy6XPRPrWn02UqlcBD9kC85XdcZO88G97DjgYKwZDRehyGDzLGPtMsuk0CnOlZBvc9QQAEaGlxdwzKN8XzCWBYZX+tI5XuZ0lYKa1h+oWY2din3ztgstUF4WBKv8jAQJ0CQQXvLEn8Pf/Zof0j0wt3ORUaF4DloGFrtjSrFU9l7nDhutT3XMEZ928B687EXfChAJh3BMksnYMIYr4gQPl4GwkYF/9OZzeO94Hkfff9uD3+9j7RHXrhlH4+KXn9cU8YDcBeReMxo9OYOcS/QS5mgQF3UWgxlEXerJMJNmUOzagK9q31KJUhnWfGTdoB1xLSRNh6vCikWqaB0wrbuSvlzSiE/671+F//5XPxi87CUVbs7ULGND0ZFaKRUi+BbOHGgWsjnEpcAolKdRDEFUPOi/+aKX4P4fvkkPQOrgUUO+FylhKa5lEUhf/Oor3/xX8C1/9s8Xgp1Ez9y17Ojn+T5lBdDE1KiVpU9rjfKMGRm5PRehOjECF7PnGJBgkVsnq5hZDAInr2jOmt8giu8BKgTHUYsCWvuYX/0q/PpnPEv+iKFgj61NC0LqCclqZ3SMvGCgy+iHCYt+Qh8S9uIoBkOpbMuqIiNqakXh65TN0osMVCie4wtp+4T9N+Jv/q/frdApe0hc+7m8vWMIpkxlozdYhBXty5Y1ysbREMcjrp18pRISuxNC2BDoJCBf6bEeezzwnrOIDxxhPNvj5OaA1BM25wDuGGnB4EUGArBYjggE7HUjhjAVxSnAnCo1XnVNaLKb3hieDzuDNrkb9wasHR8Ags4rcrwweSbVca9QIvOS0WLj3RzvQ5thaq+rvVBzkna14nhDI/Coho1lNOaR95KtZWzJECMRpkkgK8fTgKO0ECw4d/im7/0BvOmrnlKMxhKBtzWFAES/hvuIuTlXzim0aLyDYBVj0Bze4sBtd4B3sErxufnaMuO8tY7F7HfXp+Uc6mxsuCvQz8QEcFY8/ARaJwQPfUlA3IjST3clIh11uLDaw5P7e/G5P/bV2P9b+0jn97G5fonckWbyPIyYdW227nE1WJAdGTy6PkSBt0q/zfsBIF0nWkfXIvint/IMXHDptCVchAMEIiTZYlanLNf119WI8OR5/2z8nPSFQw06abDJCOAT/+HX4/3+4XtBXSd9oMqITNTMz/m1e35GUK7KfD9+0CrhO4IXnktY+6XCfcusyM4Jm3NXzBHTF0/ifE2KpthotvE4D1hxj8t5wOU8YcUMrDcCZ91M6E4mDJczwggs72XEFWNxPyG+dQ+UCL/wF16A637zzqvf42PtEdmuGUcD990PLBfKW6j1M3xGo0Quo0JLQlYieKuyIT8VyxyN8EVtNPEqC6CHGE3sqphyhxEiYcjTJBN0TOJcTCzKDaOQqeKaEE8IuNLjwuU9vPfkLAIyOBNotUY6XCIvglSC1mrnuddNstQHmcNAPATEooFUL7rcAOqixlQWICnkE7BKEoE8zgOOeMCTumM88ewDstCTLF4WDTcHT4yCGik2NY9IGQMyTqYe6a3vFD5MqRVQYTwP1gzzDrRGgdxPnsGnuEZwHJSj2CqlnkaNno36HLeI8PPmMMfU9CMcbESjRsoBsajRlbQoCkkrjvjgJ78Td/7522tVbFfV2ILJVt23GGCdOJkxSj8PIeGgW+NMXOEwnOAsrfHfjp6Oj/vPXwfqe4Ea9kFkkj0B3DmucGpMreJUNSICZdyZzuDLfvkLQesNdhJjd2zy1ie+bsnoiJ4brZy+4ow3f37ElT/z9DJv4KQardKtSVjGY0I8CQirgKP790CbgAde8DhcelKHcR8Yz6qTMUAw6lHkPYW3NZWsWxcyFmHU7FtGpAqv8JCm8lx2/O6Hoye+V6Ou1iyQADO5Y6pBx7PjNtkMVrEFhWdQ+5wKbAou2rwDnlGyBuz+5vrsrM2NGoNPSQDFG3qVsGxcAoua1oxtwGaKWE8drkzC07gnHeJDl5eQlgwoDI/VuM0KEUQna7jxCgJlR96dSl92pgXro8/qPG/Zdd5p0770hjeA4lxVvtuOxWkH1KGca+ZwmPM25VDq9Vgmb8URH3frG/HOv/2ninQrZYUMjiwZjY1WZV4B3RGhe6DDe995Pb7i1Z+Lw3dA+VxdWSdElc7ti70EJmKXMHQTFt2EvThW6BQS7kkHeNbPvgh0vILVXylwoVj7s+yJoY5DM9bnUL7qAM6QAtr/u/ora3/tqmN064e9G3d9+YcApmpk67ypOpoxDaAqKLhn4Ma0J9ObcyT9QVg+kJHvv1CCYQY39VkdrzrF7v15AcNT22l7svvd1tDSTdzWIcoI2CBUkQZPCJ/V7oIPAjBK0dNJORqr1GOdOxynBUbucMQDLuSAHsDrv+6JSDeeA60nxKMR3XESrsaJwaiA/ooE2aYbDrajgw/Hlh+Gr4d5u2YcDVospXZGL3Uz0iDRXltQLeoPNXq7LgkelXKRtl2GEQMlDMhYEiESF8PXLyq7DAgATcrdJr6RwS3tuFLyJI8ToFGqsEkIm4y4ZnRrRnfCiCvBOHaXAsYLS7zz4nncNZ1DHDKmm89iPOyRFqI4lC1KNSjBsVPYVMjo1dEwxaHG6Mg7RnBZgFgWZ1uMskU5ItZJ9LWvpCWO8gLHTNikTkjLgQTiYguuYd+d8WsZlkUY1bFT0nqMpRJyA1FDGzVjoBgDQBuRslaqSs8J4bbpGKzDcyqcQ+AJ4T4zBVT4VC7kb2qu0W+SPmVPNmgKjJgwagVrI4Qf5wUupz2MHPFPn/Az+Ctf8CtgZvB6U2+DxIkmVicj1BdC60QPccKZuMb18QpuiFdwLoz4xfuegzv+1mtdUctQ9fWLzC1KhoPVcRWooUSPPSzHSJ6vXd2OZ37l74KPWtUpnhsOpU8IxFSyZRZNFLw6Fcy+ySq+8ZO+B3d9WBSjaz0qhMrkbgU+Fdfysz8idCeEuCJ09/agiXD3C4ArTwKmA8bmHCNHIO25woa9GKWD9ps558JrmQocRwx5HaM2vHzmYddeOsNTW/NcAv+7GCjtZ736VzXq4KKmcFHT1oEBRLKzzAblfxjsY+ez8udmyTZVfpacNLEp/8jzYmZZB3JVBbNaQZZ5KnKjWWoZbKYOR+OAK+MCa+5w13gea87CPdiM6mBohtTWuU7ggZ3LsMl6Is9L+lNho4Z7nwctzLHa9bycw3Ya5E3O4b58NWy9CzrY4ZhrltgyxYWrlQeMHPHF1/0m/vUX/ivdLyY1FLUi81pkReMJozsG+ivA8l7CmTd3iD93Hfbvzljdsi8w4l4Db4Oq0y00mKB8rr5P2BtG7HUjDuLGqU0lvHO8Hs/8ypeDL1+pZGddgwo3UDPpZmAL/FDhstTW27k/R7zp5BZUDhJ2cpx8t5fIPajUXbGWQfhPz/oRvOCvvaou3L7PrW6EQfeck+Gfg41rD5PznM0IWRtFHKYqTvFMcco7HJUr2Q6zOWTqNEONZmOmdVTbwJopGI65K7DmEZL5gUlOl2wj5Kfrl5DUAVNBFAkCdAXaeKxj8igvcDEv0BPhjX/5X2F98x5ovUG4vEJ3PKK/MqFbZcQNpL7GkQR/7nvuPvK5w1Pu9LH2SG7dg3/kUdL2FshnFkh7nShrLBROMpisrRgUXCKXgmHvoxTr89GwhWJSBd9rEXa3Ue1YFEsrUReLClgBOSrp8OM0gMcN2KJUmwlxLQpScS0wgf4yI0yEMRG64w7Hd1+Pb3/ZZ+P6Bxgnj8tgAtbnAqY9wrSn1aAjwAs16jvJ1FRORCqp8J6SRDmMo2EGckO+1AVoQuEVmErMJkVc3CyxWva4nPew4oiJA3izBk25IRrmDuCB0XVi+C60QvVBZ0oewhkYQhLOAFCjj662w05ezA6Lbl5dPFAW7G5yxdbMyXCRW1lsSR0QWXCzYnc9HtiTEEcUb6QU1DJIHKkzQ0yFBG4GFqvyVDKt8hTL5plACJSxQaxa+psNqItNBLHs29YFAchLBjoWSVs1Gg67Nc51x1iGEQc04jAQlnHElRiE59NHyWgYQTRaZswMB5bzhRrhBRTDjNxkpU6L1pnjuQWdYkgknqkUp7S+GHXDXPEAAFgxYeSkqf1JYGSjqvBsAmKsZOHcEzJLdoOJkHsWUiLVYANlQlpm8DIDHSMOGcNi0gJj2zwiI9GXdSFQlZiek1ldVsBzJ4DWKfZE7UBZI+VANAPMkW8NKlXgPvp7cx41aCyLKefQugUFtuLgWqdEF7ei/RZRdpwioM4HydSqrHTSoptTAlToIox6LUZe7tWwWQXkRcDqZEAfE1aLHu9enceCJtyVIuKKgM2IzTmJyI8HwLRk8MDAkIvi1F434qDboAsZ+04hqLd1zbJrwZwrNGtJgaNpNH6LSwQ0xuepYhq7agm5tgtK5ZX8Ju3PlcIzBQ+/kUxRSrIObEaEE5LscSB0Q0CYgDUADoS4ZqRBn8+CAFKO037AtA9M+0DaA9JSa+1E3S80KCX1dsYSdFvSiLNxBRoGhQvVbEYDEZLOcY5G7TcLTPQaxPu0l30Vnv21bwItHcBvPha5fU72uXltKlsjExgTh2JQ7yTQukwAQdZ7H+QAKkHb1jUvv95T0PurwUcjsm/JgfsxpXPTy05Ld9kcPT1kfVpQs+H6AEWxz1QRi0Q4A6vcg5UTWiRus2SAATTOf5iEN1XVuAQ+dTQNWrxvr/TN9XmFfZrQrbSQagiIDxwj3XYW/SXZb9M6oD9i9FcIi0sZF9/vHPDaU2/3sfYIbddMRoMVNpUWxlsgB91BcTakgqpEZ/uQMYQJQxAC+CKM6CFKSB/0378S+d/cXJUlQo1YF6NpHr2cRWAq/r7izUeO+Lizr8U7/+Pz5IPjJPCpUbIa3YqLVGdcMfojiVQNFwlhBPIArM4FrM9KNiNpFWiJ8qkjZcS+LtVChNRWZ+3BLWzKovxAg6uuaVVCngiTSu5uFOpz/3QG96QDXFjtgU9WSHu9ZJT2SDa1ZY0WL/oJe92IvThiP2zQ04QD2qC3SGyMKp1IdQF3/dsYCFcJHgI10jrPaJQ6GrsiRACsanGNcsnv5giY1n05LjPANQXij1+yJb4vzcBW5Sk7tkUyx9zhOC+Kln4huatDQ1OukTgzqnuFpwFAYAz9hEVM2O826tBNOBtW2A8TPu53vwRvfMn7AV7WthTsm22Ssf3b5JKtWnKthSLnLgYYtX0OojYih/o7uQq3gIMcOgd9xdIXI5JEwqdJ+kJ5GmFUjpNunMWgndqflvHhoPNl0PGu0JEQMrqYpeaIZjQWGtW1e/xTv/5luPjdT8SuGgB+TG5B/krWodXS9y0iIzHwvO/4Spx93QO7jz0b+80zmzV7RgnUVjUHrh59nzWfqbUAikEKzTnOTPj4w9fgzh+7A9T3NXqq6lNhQsXMJyEvUwIwipzmatPj4nqJ95ycxbvX5/Hykyfj/T7mTXjt33sijm+MOLmZMJ0RDhJ3pqomYgfLOJZgSk8JGQE9Mj7yt78M73rJM2Scexhficq7NWXe1w+xe5pKx65Pt2CTfvyrKIQZub5vN7kTBzv3hdA7coe8GSt8alRZdOX2UWL0x4zhoqr9rCRSnQbC5kzA5kzAuI8i9W73zT2DBqm108VUglKW/bYidQFZFkLxYreM6sZRKxA+X4smt4XpJkI2wQgPsUQ9Tlm2Xd95I70EfDhsc2VsP0tc1+DTXg5uOOc72HWL6LJ7UCp3z25MSZ9Sc/3VidIh5WB4xpm8aoVwG0e1W5v3LM7V8Hx0z9g4qHZCaPenAmm0TA+XYBgyJKMxBREsKRCqDussVcKP8gKJA45zh2MeEU4m8PGJ8DVSQlglGZtrKeZnsNarBmgfRq3W23r4vB7u7RHwWP94Gg+dksBrSteqgiNA4BFWmIjalLvxM3z04szL93Dm534fINMLt0XltAuwnxXv6aVgrfLzBhHP6O/Db7zwe+TzhauRBUI1Kv52w4K9PRFSVVzJx9NAmsUgZHMyehRp0xKhiq1R6PGmQJUY9MXmKqSl3SgpA0goi49VDT2aFriY9nBfOoMzwxrjhz4L036UAnJ7QNpn5GUGdYy+n7DsJpVaHbEf11gq1KEHNNpDJYq7BR156HZRaTvJ4J6Y7Bbvchqef9yit0Z8pfoqUKyy4svvlhnyfQmUzc0MN9nU4MZIKDC7EUYGDTIGU0aVEJZjS4ajOgRMAEVGp1m6ZRS8dTEawFi95jyu+6k/kMKW6tQZJyO741QolnQKBS7211yecauFGoGf93vT965PbN/30BzDw5sK18gZIVEtYJaMpwFRblPDwgpH+SJ+wep1EOp60AmeLXhSscGmzHDVTGewqOYrz+DwZ36vGJW7jI2tQp7OxoXrv/nvEYwM4PHf82rgXXfVLzn1tnk0vmnmsOtxT9PqbzJPu3aI+dfmzjgAKw42cleMvTv6S3j5h/57uWZ1Mkr0tIgjWOQUytUI4DGIWtJqgQurPdy1OsRrj2/Dx934enzsB70Wx7cQ1ueVtD8w0FdVtUU3YYhSXG2pXJoAraHxqrM4+5OvrMEioHUuTltTCmTqKv12SvMQzy0Z7ZmTjWLY1nFf6i7xgBHiaPc0YfqY5wMhCnxKnQ0kLZI2KeR25XhKrJyMBTTjTUVhrcg5u72ij662UVBpXFWnqx0g/AyONZK/HbnHVs0IkzAv0sAEzAscbmUEZ32/61FlVegqjgH8GlPX5J1rPM/f2N0CqpMUEJzDb8HH1lkt91H6Q/ebB4HgAW4PPK0144ea9/zaacplBmnMTPASyZU/hVZa3/YrczZY1ACteN9a4VNrVUYU7hzj/ueeAW66HrwZQVNCPBlBkzoZG+EShcTI8Sr39lh7RLdrxtHIi4jpoENaVPhHMcQ7LhXBKTJCVNKnFuozbK8ngsumbZaBLYp6Mtv4dxiqrb3ZSpca0W/FEUcaBecpKU9jQpgkYt2tuLziWjeOzCUiwB2QlsC4b/coRdryIkshQjJN+VxgIC3BrQmjVeMVKAW2LJMRJpRNEVrMZz12OJl6PLDZw13rc3j3eB2+9om/hL/7b78fm3MdTm4I2JxjTAcZ2EvoliMOFhucGdY47Nc46ERq9WxYFYjDEJJUbbbNJ7b1HB5qJMRUp+rf9Xe6CrShOFTlQaLBBduxpXqxqSEBlJVonrM4jOacmdqJi56RydtC+pOzd0qFq5FBGtmukToKJNHMlLeJYe66uc/ohgl9lKJbZ/sVzsWTUnTrQB0T6jo1GEjqZ3Sh4WYUIrhtoqElxRqvyVLoBcNMWa5VjUu5+AfZXMzgsgq9BWesLy0MKZFddewMCjclhNUkMrdqzMYNS00B7ReLpOdY8ciArAXIVIiwxtlaRMkC9q4ysEDDZF3gAOES2X0J1qmMoSYSi22jtvol3tmQOZlAygEheGnbCp+ofXm17J7PlBi8zcZSIFX2ehCYj52kOsl1rBrMB0CJuAuBWWSIMU2ypmi9E1NIMqO4qeS+JmATMK0jTlY9Lq8W+MMr5/DK+5+A73vLh+E37nwKpuceYTyfkPcYvJfQ7U3ohwlDl0qG1NeJORtWWJSxS+KoO0GP4hQ6+E/jyLk2J/Ce6lwDOu53//+uyLRFpA0+tcmdUynUOjIIeGp3ET/zH14K3Hhe1Kc2I2g1IkwZcZ3QHaUCTyOWPjYVwhxVaUr3wrRkgU0tGVaE0wRRYtBshsq5mkzwQEl4CQpprY6FC75t9ZsGJUq20xVnNehhqLLaACo3zDsCZS928+UUB3pU6J4PJrX9zjuc6PrQvbStQQ4jcRH/iMXhd5DjWPvDZ3+bfpkFFizL47MZpsRVREt2rJvlfpyT4bMwTYDGMu9qd1SJZHU2vCLcTH2q8KeSIRhiqXVjXMKjPGCDiMs54Jf/r+/A2z/7FiDrmnzxSLNujO4kob+UEDeMcZ9wtenzWHvktmvG0ZgOeqklQaqqMdQ0cVHXUFhRCIyhk2hYICNLjzgIm6LzzQFAbLXcmwq1qNFf+QPVuNBIgCcSWzrcZG4HInzBb/4uVh/4JIlSqWRnXGlWw1R0FBJSjFZCIbgjiJMhWQ23cQyTVDdW4nUfLDJbq3AHoJCuSRcfa8ErUEBwm3FFoDEgTwHTGHHhZIm7jw9x7+YAbz25Cb948Xn4v9/1CXj3J4+49Pw1xiesQddt0C8n7C1HnBk2OD+c4LBbKWwq4TCcYJ8SXvijX4/Nlx4CIYrcauc2NNt8rL+NcAiUyCOAssAanKdpLrrlyYJFenYedcxoYA2FDG5Oo7NGvuQ//he8+4ufVyP2uohbK46HZTYygInkpWOlVFvPlfxshfvWuROFMitUp+cpjkAQOF3uAcNGn1+e4LrFMQ67VakGfn3Y4Az1wlFYLMB7Cyls2Qd1LIzLRMUpLzVZVO7ToFNBDXGgYpnrDYc2ozFTTrE+Lx930CnbNCerqWGOeZa+GCH9yOMEXq0KPIcmhZBMasMk0XMvcB0lOlLWPuv0noJwMww2QcTY7zfoQipwSiOCW+ZNLppAfS+RXeaijubJ2g3xuPhcfKrB1AQAigQrSTS+nBc7jWGDrHi1qbbeg2HMc+nn4sg4ro8dtwmelGdTnw+gmPBcC/ZtEDHaZydVSUvqAG5yK6eZoOp6KkO8CcA6Ylr1ODkZcLQecO+VA5ysByTFii9uPEG4bo1+b0Q/TFgOI84vT0qGdBEm7IeNPrMJETJHaBiqoEfhfdVn4wtUglAgsXPD2frTjM6+1kLfYby6R2aBAOew2RpjTnZiEYUwlULZJ6JbBySbJ7wXgQ2CGeF4U2owUaoqVDLGnfMUbZ3gmv2MDFpUB7svhT1HCXYQ42xY4TAk7Ic1aBiUl9Q6wJYJrelOgKLPaJhwRBUkEIU35eNloCir1c7enj8k5HL5ijnNckyrPxPNgXFrvAUEhfNRDfTG4HUD3strWxso1Srz6ryyy5LBnC7nYHDgWTCAG7TiXBGunl/7l/3Es+tvL5l0LBUhDR1LhTulWfGRI9i4U1qPpaAXvINhPEVXNT1rhfAxRYH1qcztxXSAy3mJY+5EuGEC+GRVhCDi0QZxNQk/LwBxzRiOuKn99LBtu+yFP+nXw7xdM46G1cyY15XgosrDLayIpH7GwmRWdcL3lDCUcEyNXGylR+fzZcf8qRHwGlkw5anEjM86eEAm3qTp8MmlNSe4Wgz1mN6gqdWguYRE2voZueJBNTIl0o9c7QtznsgcDn8DkOuYnJE8iqOxWvU42vR4YLWPd5+cwzuOr8flcYHD646xONhgebDBwZkVDs+c4MxyXQj3e3HEYVzhIKzV+AGGCwS+892tQWA4ap+eLn2vcp7aShEk8FZG47l7d+It3/ZC2ShLJwKWUi/3xfVFBcTsIkVz607bnzt4AOMZtBA0oOJerR+5/jTHJqtRPRajjbQ4Ul+gKc8/eAfe+s8+THDmhWguRhukK2RT6xkYMoZBoCTGg1mEsfBgPuBXvxS3vJzFeY41k9FUCTYMt0KmPBxC/FJu+hvw9R9OCVftWihnzh3PiMaj8lZGrUgrUXPg1o9+F+76ig8pkTlT4THcsUXPzZhrsko0O28Q5ykELhHdkg2kltck8Epq57lJfdpteMMCdczOo5rAbvjZqXhtU2HzbYfDYY6mP8dcGax+lppaCMUZMoOG20s228cytUDFyY/cOYnbDHAujjG07ovPZoSprmthhDgbqRJQj48XWK875EwiiR3l2rsuYViIk7E3jLXqfdiU4EUl7ZM6X9RWcXbOWrOO+6h0uec65q1FxzfYqkdk37OOsv+mWbBBHQxbX3xUenTKUyNrcApWsyer8lRyimsZtSidrA8cqKwP5X79OmqEbSdZ3YUq5Wz8OWsDNNvsx7rBNt1YZ6gDQyiOhlcDa/rL5o6ncwU0jkEDyWJC0mywEfItW23HLQGgXXCsrYfkfncf9NLT8/asn3kRzr35uCAdDCZZCtOW93acTt87LRuTdrx3Gqy3jqF6zbmMoVC4bQ1PUeckadZtzsMsaoy2r2QCUg2YmtTtWgOmK+6KOuKGGTd+7Ltx1xc9H7xa1X1qytURNuW5h5JJfaw94to142hwoFKQyFcBL0WJgi2s2ZHUTPZ1aiIuPWaLhcnYzff6XXOGq1QeoDADrXRsk1+cDSBDDHv2JD9mnZwO12xRjZkhk/W+iiNF0GrgKinoyHjBkSV7JZ3KTTjrxBnHEhnmUnFZoh+y+PA6Io0R61EInHcfH+K+1QEyExZdQtdl7C02OLtc48b9Y5xbrLCvBNv9sMGZuMJ+WEOKITk4T9c12N+ykc3uWy4Q8Cl1D3HwcKkPGO7F6/7qS4GFczSAoiUuBpVzOspzlAVcfJLKFwBQ8K9NM56G+37Fv3I13JyhYYZVypLmtrHiKy5/8OIP8euf821iKDGLYa18BB/p4p4Rlwlnlmt0lMT4imucDSdaEZzwhO+LOPff3qD9LNyjUtjSzZmGEK5ZshgzPO4amBnJOKXK7WkQgFyv3forz6BkogdfN8wNB/zEHT+Kp/7FN8GUjShnharpfEnOkFWoVYlSQ/rd6qRQlP80KWgjT5tCjsnDAgb90DXADC5bE9wtNllOoDWWSpe0yjNb3CkSXs4uwjY3UVR33GJj6XFnTkuk3GTiWhby7CTumTQoS63g7smnhgPfaKYv67FLBXfjFSkMsxSaK44GCTxT62pwIqSTDmmMYCYh6PcJOQXEmLHoR+wPI/Z7Kah4pttgL1ohyo0qhCUsKboMEzmYjjMq57vjjgDSabj6/CBb6xYUE3X+l1PYOqD9yUylOJpl8mpUmnH8jBtBB/vgcSwZ6JIhZIUMyiErRNAcDMuAqvqiZL/rWIwkUGJT7hoUbnfntI+fuvjBsmY0mQzZb7fWZN+VztnwFdtly3HOc3AG+tYz4ZJRZW6r3ctXZ2p3p0A2TyXVzt6y4qkmC21zMwB4+o+M6N7+3nr8gJ3wu1371LyZfXBVKF659tOvd/vaa4VwQObnflgjvL8WfnXY7ragZoVR6cEgkvYic2uqVpvcYcoB69zjUt4rmcyfevYP4/rPfBfyyaqiI9QRDmPWoA8/Bp16lLZrxtFIy1CcDCvsxJ2+HATEov2LbtKFNamEZcIybNAjI+giUvSygbqY+JTuvHkjUn813OQ6d6qeE1XfWuQ6Q+Iij2qqQmFUXPMkxj4TlfQ4FP6RBxQyml0fDYI39/KWg2LNDQNuRnjJYLJGylSFoihSOI4BZYk6ho2mVRnIU8Bq1ePS8RKXVwuspg4pB3RRjN1B5XX7mHCmX+PmxRVc3x/hMK6wpA0OwhrnFc4jz0dw79wrdCrW6KOPyM0Ntiqc1aqFWJNATa4LrGveuSjBMPsSu79hUJFYsNP2sTWPimmVKCPgHAtzMubnTPJlg+vU4khdwWevuJeaGrmXCqwpg9cb0GqNsEn1uhVmwEEkjW/aP8JNyys42wk/43w8xmEYcWM8QB4CMGiRvi4obIrqyxHAPU+jQKecQVKq2+qGPJDIwJrx4O+bA21H48xRdNFdzi0x1pwNmTedOnuMyeQ+1xuJ8E65PNtawM8ZW4QSrfPPnEJ1UqNmNQIYiyhZv54SDsK6VZ0hXRcGBVK5+hlbpG3fApdqyUA1NErmRCO0iSHRR8XEC7yJ632QM5BLsECsV7ufLdUctR4MckLEOx3A+sDqr6R/G2zcamlsclc4BdbWHHE5c5WS1qimcQmKQEKyTAZKICNMAI0BfNJJJHWMSFNEzgGLfsJiOSqSjLHoJhx0G5zrV9gLm3KPB2GDA9pgQcCCehjMpYoe2BjX4IqtK2HWp1Tv1Zpxp+YOXN5lvM770jts5myYo53FgUtKuLVnZ/Apz3/55e/7Xtz1555SBEQwpZIFtzolwfaMCIES6xymZIE3gPsMGiqMjohLFlT4PBL46Cnhxa/+HLzqBQJz4i6KvC1R2Ss4kIiQWP9lAKTQ5CiKjpatHShhYeuJ7auO91HG9g5jPWgNH+nzOnciZQ3gcR2LJmvcrO+tk9k03UdKptZlrDyX4r/+6L/DvZ/wVBsc+lW3Ufi5qcethTS9c2SKfe3YabLm7h6a7CK5vzMaRxVAkQY3ojwAfNqZN+Cnf/4HQHt7MmZSPW/lTlUngxiloGaeAlIyJcCg9bMWOE5DdYg54IgzVlMH3mzA67UgNAqsNYkELnBVR+mx9sht10wdDdHHJyW8KW6903GtsKmohYkW/YRIVfZ1odEwUdrI6DFU0lcMZXGFRi88lKeJNjij1xO0TEkkc8BGya1VrpMlo+GzGouuyM8JgdiFfmfnt3uzyI9txiWSFCr8wwh5hjdlX/8BNVpqyj15ohLlCJNwvcKGkEnNriFjGqNWDI9Y9COGLmHZTQKV6iaRWI0b7MUNDuMK5+IxzsdjHNAGS2J8/Nd9NZ72W3eCVQXJF0bMZvzO94ddkSPrDmKnRhIU7ltX/9Kv1qXmSAmkvDkHQ4ppGX66YoIlK7WV1dDjwy/k2SK5zdsgzWiMmw6bmDF2sRzfF3i8xAv0OYuGfiDQlEDrEXHVY/kAIS0jrjyJcXjrZdx6eBk3La7gBnXozoYTXB+vIILxZ//SF+Dgne8BlgvwolfYVJCK8h2QeiD3VBxzs/9BIgfdqePYhVz62TbioQGr6RwI1G6WzX+iGJzNxkOMnEW3XSK7Bo3IWlcg4pgT1lMndTRKH4sxy5uM0EndDMMbA/JsjcMyN/wMNmU1dYKL/Nv9HYR1WRfKSVMGl7GKAj/zXKoiDxwYVvDS+k7mZ6ryxTDHAPDSuVJPJjjOC8rY9dAVDz+z59QrPt6eTige3uwcsc77YsSY4WQfUjlW450FcFnXRh2rG8308TiBKGg1+woHNTU9jvaMxDELEwErgJLWNtnjUqWdGThZ94gxY38hmYxFnLDs5OdeHEuGdBk2WNKEgQgf8Y0vwtN/7V2yrlhGI7QOdQttsz7dtoQCuMBQzZg15bkwX4dSrrApdsau2y8KHNYtbCajLcU7B4zdqkCnNjEiMXCF18JRShmkvC1yTna5FzVCKTHgitZWZ0qy7iFkceJikiKqFnCjEQdhjSUlCYRY0KCTmjvChWyJvTmy8gTlEpKOxZ4yznbyfPbDuoxVpATEiLzskAfhidkYLBDOAIEEEyNnP0/aqvcSAGnXYuNTmnNeIvaWPfJ7yAyFUDKbypsSNUrgkz7ni3Hjm9/RQqpnELIyN93xdwlA2BgCgAFZBDGJkSzwp1mBBs5nGQc7jEGoWfp7KpxQKxJs2THUD2omOBisiW2xQgnQhA1JjRUXBFqNHa5sFhhCwkHcFP7chXSAA9og0govveNH8IOv+DC87uMzaDPqjQ/IQwQTIawZoX8EeBrZe3YPg/YIgJtdMxkNI7NK4TF1MlRtqkp0Vgy2SCJWZRmvlQ9AFommhoa9dhiXPmLlr4mN3FrT4aLRY9hJncw5V/lSw91a9sIfz0V+tqKmGtEMGjU1IripAwG2Ocq5I7AlpbdVR0M3q0aZIlFJq2bFcOYUtLhPRFJjiogxKCfjfH+Mc91JIWsOZBWXCYfvOEa+935QDJUI3oUS2Zrfs79vizo2kUf9T4PbvGL9ODz3+18sGt/1Q3qfwNUlKD0h3AoiBXeO2VhQ9SkxJtjBGuYvteBcEcTEhFXqsU5duQ+r15FAeP23PQev+5an4Z6Puh3h0jG6i2ukBeH4ZgKfHXG4XOPc4gQ3Lq7g9sUDeNJwL27rH8D5sME+Ad3r3wnebBRCEjVzZFLQ1MCmCoQhcJ07cPwMHVO2Ec8buYhfO75mb7h+b1BnPqORLarbaTZJI/NZwsElG2cvl42yZ1wiyPPTu2ggARp8qHLQvgWo6kxAxfzvan6Maqah9ouLas46oxQ9lP/c7pT5sXe8Pz9HObbBv4jx0b/7hbj8Y7dJKF2+sHUMOTdqP85qnQAVYiKKetWxH1khflZbJmXJOBkGXNcUq2/ScGjMOXR8jZykn7uYa60H5Z91ZR2ZauaJpHr74TtWyPfeD8SosFcqROaGAL6rlSj0Kf9/WnNqR8178/3B3a+vp9NUu3bGomDig+wXGbJfsK0vXBy5uu7oadx9cmTUDCLKIArqZJtEsGUJjKPxl5/ySrzln79AsiiA1KoaREbeZ4EoC8/G7tMUwRZxUl6L8QR1PQ/VgRZjmuoeO+PlyXVykWv3raipASJQoZmSIm9rlzjnV+2aR9ieP16koX/NO8GXr9gH2zWOZte849jzgn3AKXVAQnvs0+wLyzTaOubXTUMvaBUUkWIHUGRuJyfQMF8zWfZ5KdQL2eOzKQKGAtGybPMRD1hxxC1xxF+47hWyz2zG4tjQJDVfHoNOPXrbteNouChI+T2as8GFJF0lOpOrBl6hIAHAt973fCzvY4n6ecLnQ5HqtF9t0qMW7UscsOHOZTQY9z1nAXrS7WVjJosApmqo7nSuXZRMrq29RMtoVP1ymeFNATugntdwm4UXUiNvxVhTJ8M2FJ5CsVf87Uv0X/rZnI39sNECUJO+lAsTSORCY5vN2Kq2PG+zTjktWnTXeA6Pf5lUYZ/331UL4bj/KgRlg04Vrgb5D5VNH0p8mz+7pj8NOgGzx4JKCHbOuBZDIzPhtz/tX+A1n/xS3P88Bl+8jHjxCA88M2L9rBPccstF3LJ/GTcvruCW/hJu6i7hcd0FPC4eYcUR/+yejwaIpLJvp0X6+licDJ45GaUiuDobjZMBdnVntg3y4mT4uXKVfvYQADhjKytnRTazrkjclrMVQzZJPQ3dOI3kXwxX/d1nGuZGdVaoY5XuTQ2Ewip2f/t9z8XyPgAhbhFZy2XNDRi7dXU8/KkLmVWNGckSnd7mCklbfbnjvTlxmX/letz4H35XPn81uWeb83BjeObQ25pmcEKbcycf9RzQwUFRoCk8DRfAsDonIbXnKoo4UxDVG6aiEtg7B8NzzoxsPCj/LEKcCuq7IuXc8ABcxHnreQEwOee5UeizmhLpNi8Z1XHbwaupxj1cQIMkq6mORnLR6Eq2JxFCQMQxdxjBuPxUgJ/9lMoJYwd5nSm6NcIhpziRIiQlhWu9XLXd44fuvwXPfcHbWg6aOty+LoLtFwBAIWOIAkuek58DJCBmPLFyPHM2yh4++15oOYfeKYtg/OLxE/Hrb3tqNdI9707nfUPU5nZcG3RKrpH1uJa9LTc2f7SnBh/nze/L/tgAGkdjHqQpzuOpHBMqzkZRR/ROhjkdPmppY6aIz2yPUcoAlJMpAcU6Rus+1Tl1tIgVizAET5PI9jvBgiqEcpU997H2iG3XjKPhCa22OzKhFOYKnVTL7mLGvGKpbVIDEpYE/Nbnvj9u+uE/aDeNWfSi4HubBZwkSu2vyyJHDpttRuSKGb/9t74Tb/zCGypPw01EW2SaRdEWAtvjgkar3MIcQ95a4CNyUZ0CgBEQQq0tntnIm3bgGp3zBnJQ+BRtAjDViHCMGUstylf4Lw4KNHJEpCxpedrggCbshx7cB6lS3St0yvWvbWjVAMZVI5E+4m4Zqk88eAN+5j+8FLRclv7dwu2ak1YirhpVVR7FrmY8jQQzbHPNlJTMUP18IcAaHM3V05Dulo1ilTpcmPZx/3SA+9IZXMj7uJD3cDmz1ChgEqdpvcH3/vWX4Hv/9A/ga5/+3/CZN/8ePuzsm3F9d0WVdySL9eMXXoA3fHgnz3kxgBeaylaVtjYCb845SmEvipVbQGSYZS9dmRvjy7dmAz4tKgcInCFXg7/2cYUcWlZjYxmlqMXLtEBie2JvzHKtBYPqSHncNEMcvZRDkUheOqWcqJmGX/3CD8Hjvu/33YWrUeAglUWas5wM1cmg1mErjoxz/uOubJAd+7RNmgArROrXmVKPQS+oh0puutoSO5s3NmwMk9zPrsdomY2ROywp4ef/zUtx8pzbpObDlJT/teOys1SyluxGjYYbPhyQiLsVH110k8LbqvCAFSK1YMpAGQvqkGMQY1YV1rxiUrlN57CV393HbMyfRgi3rLQ4y/UzOyPlvCN6zNqnJufsglO+8rW1DTP+4Au+C+/8WwDGTVEqLBwehYbljgTCxHXdCbrulPEYpJ5Up/1phmniUNbOnjK+8fWfhdXHPyB9OSWE41Ek2JN4hlmhlrmX+hy0P6HvZe2Z1CAtdSj0xokA6nsVuNBtU2HPTaaEhONApEIEM2iTHbOnjP/rJz4bT/viN9W5Q7TbiayH1r7QQIpmSwwaGimX/jAIbrEHTlO1ovZ11UAZ2vUyYcbR2JGR2VpPNePgAzR+TfFOwGhKcDP7AubIJBSOj3EIrZ4GsgV/KpdonTtcSQsc5YWzZwIu5SV4nCTIsBlljQZkXs0c4Ydt++OQo/3jfj3M2zXkaECNJ8ygUwxEbjasimE2adtctPKjQqUAFOlXNmiJdy7mm5RvbBEAnZiqQb12EBBTa0jsDFUbUA9hYJ0WoSrRDbSpeDFu9J7BWBIJqdWaGjheiSIYxGGjC5FXoNKFjk0CLwWMkyjP9CFh2Y04P5zghv4I13dHOBePsaSxGMELAjoIdrPcu8KO/D2KI+WUxHw0V42ASJWPYpEiH2HtyRVY04kbUkbcZESrv5Awi+rUdLQv2ucNG2CbDMpuzHBAMdiMq1H6cQIwBeSJMI4R6ynieOwLfOo4D/paYMMRR9zhck542V/+Vrzkf/0CXvIbP46ndseykeQeGQFLGvGE/j48ub8ft8U1PvFlX41XfuR1oOUCtBhKNsPL2qa+bvC5RxtRJHFgY2SBruxw0C0a32tktBh0FoGz8e2fW9Nh7aA2YvzEu5euDMK/f+YP42tf80pwsroCktUQhZMqodjMEfIOM8HI5378xCCRXSuYaG0LHlbIxB724Qwk2P3yTsO1qnap9HQZS1QhDlY5OQCVuHwVy8Xt4UXthxIWNGHQ4EIGqlFcMkL2nPx1o0DpavpFjeBcdfVPUt8UIzXeQtP3KcuzGZNyNLLWOFEYRXGinJNvsD0m5BRlbUlyzszCQdmLI850a5yJKxzGExyGE0cE77bGmnckstaNaRXWuH6nrKV+/cyFl+QVlEJRSyIUNR9GzTL4NcW62Jw499wsYjxqUbST1OM4LXR+D7OoN8P4g/PMIWWtxDyiSIsC0ErgUCl0CSAAwGaKOB4HHE99eZ4bFr5YD8kiIFARQMj7Pab9iGkZJLBn/aX3xKPAbGLIODuc4KbhMm4dLuBx3QVcH0d88v/v63HH171bgh5dKMa7KcbNZXnt2cSY0ev8HMKE/VgleBMTfuXzvhWHv7Qnl2MCDZEKpLrJBLrAijnPXsa1rPVqFwhEtAwEKBFSfrcgQ3DHvUo7TSa9PsKZYTkLXpW9135CxilrP0xF/a09TwKDc24ULutYrS8AFdHAslZyIkxjxDhFnEw9jqcBR9NCshpcaz+NhTQi54GeK6wmxKOxVbV6rD2q2jVDBjcSa6mfofCpKmsrxsQQqxqGaXwvw4geqcB5EEKt/us0s7dP+ke/XoNNiCIShOCXNathmFun/iQvblcycj8JjS76XAZQImUaeQRhwypBGZNTveKKpdbFzBbkmoYmkLdqSkS+LqKFkOZUmkTVy2QoE9YMfPRXfQXOvvldQN8LlrqPVW61m+Go/X7qnTzbKPR8li72LfnFuxihM6z2VdZ/D2kYcyyb/4ojRowNQZOUoElT1Q2nHRh3uQiA1eg12VAz4I6mRYmqW3biOKywr/0HMC7kgBvCEQ6HFQBotmjC9SHhY//dN+JZP3MBnBJo7wC8HMDLXsmXUQmYBoFACzu0qLzOHS+B6UnGVghOXvacZP6gZIuoGJI+G+fHkzh/FQJgz3PKseE3GeQwIOGGeFScRsosyBXPvbHXzHmcO/FFWrQ8aw9nmhkaO7MNFuXc8XidQTP/mhUyK3/D+GN+fu/4ItBAgPxL7N1Wgrg5p16TZTTKm83B3Wvr/ZY0C1QugRUK8yIXtZZGrURcIBS5Ot1h0rV6BiuUPmDtLzGwjZ9hdVz8GOwpy7ry4q/A2dffCTY4pvI0sipPNepgc24SoWSH55kM69MtbpZ0hPaTRSFrvwnshWb8CN4Z1PCKaxUCY6R7YOSEnIP0rSlPpVwkr82Q28rWuJ/WTDikVAZv9gtRRkw5AJnFANaismETEdcBcSBMPuOlrxAqTFfWY5LnA8le8TiC9pbgKOtQHlzAw8QoNFjY1L5yHEuToO5pQiTGR77sa/DU72cMeIc+LN//7TVy81PhjMQN/2e+f0p/EXgHfMrO81Darnm5Fciwelazt20ctQgHzTI2e28oMG0ZOwEjTzWjsQW5g44damoQSTaDJcigHI3kAkEjR6ybArMRT+vvw22/eQZ3/5XrwFeOxKaZEsAdQso77/+x9shv10xGo+VoMEzyU0jgJmtbC9n1VDWyd7ZATbq9wGF2zJPmvVlAYo7z/aM0H8GgZpGZ/2wj8H7RASzK/74PiVMxqLPbsvtsN0wqRa4kCmhKOISD//L74EuX5TtmADjpyTmGus1m6A8HFanXkdtKy6fdl+8K35fzftVmUBTb/KWGQAlJoolomlE1w6Y2Dps5Gc6AM07PyFIh+DgtcCHt4550FnenQ9yTDnBP2sM9aQ8X80JUkWiD82GF82GDcyHhMHQ4/8YMvP6tks0YBpG07dXg6mbqOyb7Se4C7Xft43nFaf9MdxaF8/CCORGz9PMOI5qdY6dfSjqGi4gCFNespNhySuvnxpHZ9eBnz9Vt0ruacFFOmQMz+CTPxuyDtTkmXm5EoqWWwZgfv7mVHY64bz6yubXaze/Jry2YOWlXOa78XZ/PzmaGzQ6Hs2QzeOsr9fhcjSmgQkTMAfbCBGd+4VXgy1cq3t2CCc04B7aFJuY3j1OdNl9H49Tlfdda7f5vp33pxr4vuFZIvWC1E9mtOQB4d/akZml2Pxc/py0SPjoe4Sc//rV4+9/9kOLYUMqIY66ZqXF2XkYJmkwKc9y555jISpgFfCwzAIjDpwE0c6JNgtrWH8vQ9+8a0P3mawrXrwY62jnZOBl2/KvA407ptPbvxqnEzvlS41y6pv1RTLNT9v2rLTUV4gu7gPqfBjudz0PN+haondo0SbOKiWtdDVNINKTGkhJe+vhfkey5kA9RuYt1H3x4t+qMPSxe/zsR7f9D7dpxNBReU16FzKr79oxMZhtIla/zqfBZVBFXMbYf7Lq4hTD5jViMVT7FGLrK4Nq1gblxuctg8gtbKaxlhXWuggP0RvKpl9OsXe25PZbf+tgUSErRJo+fdtjaUw0sM4Bn56nX0A77PDexzOifW15XuU3DUAMom78YAPo95pr2dkZVs/HsMuIMY5sDUq565YZvXrPAqC6nJY6zYGKP8qKofVhxvx4ZS2IcUMC33vfBGK5kcTAUp25RXTYnw2UwKq/Jb8S2CaMlSlLlFuxsJgUN/LGsPsXZgHfutDvZNkpHlLTxOnM4vP9kn7MI/dXa1QpqPeiaoMYrl4FQ22nBh/epy4oDruPZHdOMxzlXq0CnTmkPxUHyBr8FM3wrcEKr3g6UTOlpDkfNONnP9kLmXClzMKxZAEOw9KFAXHgHzK2Bzmw5blVt6qGs+A10MtfrKfcIbBuGvvt9Js9lNQpfw5F62xO357LjnxoQO2W8leCGnqvU70DEiiO+/Lrfxr/7vJcIDMarIapRGkyN0EXg7XJM8dDEVjxqhnXd3+mk+zXJCtC6TIORzC1wFfU5ElErRlGe8dyhnL0epD1YwOoq3du0eUAjof15aruarTmb+95RNRRDEdHw89LtTz44sxWkKXNSxqjJ6E45FsRCzTYLh26EVCAvGRQvBpEeQkc91h5x7dqBTgElIsIBhcyKGfHT15dYhrHoewt/IIlWfqQaGbGq4IG2opeN4QiZnIxqZ23JdOZaS8Mq6hYyYUqi1DAp3jzHOjGZ0ayIjdFdX5a56WOqMJeQCgzEt6TGcaNekvNMJpFKhKNZ6Hj7xc4QN0Jtp/LBS01vCzwtYUlqEPS9I2xqMagZlrZpOyKO848V2b3cYxV6jFipM+d2QU0VNwu43+BCPb4ZAaK4odCzXFWQRpbNlkeBTZUoI9BE0Laem/VjJuSJkELAeuxxFHNj1PeKs++jjNeDsMYBbRAol0J2ABTOlNFTwCs+9cnYf+A1wHIB6ntw3zluRiiE0ULA9A66r8aucslWNdvGU6kw72ShRwD3TGdbyeQCXeKtjdIe5TwaKn1OJWpWFE44YpUHjCFqscvYcg1yVo4PF8hWjea6l4vYGWzNmjlRXq2t9q0YRyHGco+l8rjxmph2GxzFEELJqsr5nKHsoVScgRxAKYONSD03jmwtclHfeRTeZ5pOdQ595HcHjNA/H5sLmVHgE+vcl6imKaSNYIUTWpE+nasGB52gajdU1hn5fxRYlZuWAnuNuUBeF6EqyJlguPQhq9GpN9BEt52TMbvPrayQczZOa3bO8BCVCL0RV4w5FZzwfSvHlC8V55pJ6y8FjJylpoTbL9gKo6WMlIPwHWZwza3srVsSfYuocugjR9yfI94+3gTejCBA5G33IsaDgM0ZQhp0nikcjDrG3mLE2cUKty4v4omL+3B7fz8OaIP3pkHGQ9cBfYfspMyL4lQH5E5qcnDHoD4jdllUx1xRQe9kNrdmMvFZ4GTm3O70KFjmDQUJfpH2vd8zi2pbs67VjmsyJO7vplEtFCz80FQhf6fMSxEPyJW7chU4KJdA1elhisQA7e2Bj45LwUca0+nwbJuLSZ3gXIVfrE3qmK5zX/bbY+6w5hG8twAoCCck9WBVY7ya0t1j7ZHbrp2MRqcGk268NuGt8JN3MDpq5fxKNgNCHC5RMKty7OeGblg826jM+YfaPnnHxAScZKFWOh4to5GzM5rspvSUc2Pf78L+bxZya+ZKqt2FJy4bMiDn9ETpbLJ39b6Z3AZp0Str2SJxcjmRpLJyR2KcSupcjj9QUmfOX0ysfW0XVfq1bj7bRnrF8qfiCMiHqiE81WiUOQFebtOiOn4RN0JiqourrY1WCbtXQ8eyRL6Ly0LaYNFbMj1NJGRNpzs/b5kJ6xxxkgZcSQvcnw5w13gO90xncV8+wIW0j/Nhhdu6y3hCd4ybwoQlkRDfuyiQqeWyrQTuMxoGV9D+biShBxZstDnpqBALwy77quA9ZXzib38Ffvw5tzdZnau1xvBRZRPWeiz+WULPbXwJe54jd+BR9dqnVHHN3vA3lRM3T8iwx6hGRtB7lH5vzw1AVVtchJq0BoCJRJjjFqnMlTpnqZx73syRjMTCb0CQKvBAqSuDzmoN0Lbjqn1HWnfC5r+X5+zDhIESDmiD3r4fCKUGicsGzWEfJbpst5C1toVCY+QeqoOUEaRonx2TtRjpatOQT9uB0M6fZk1za4uH4liV7kXhfFWFsB6octlAHYfOUNwJpfEcjVmmy3gBNt7j1k2gHfezsd9mMFwfO0PRglJTDtjkDpNWCRcJ0U5lbgNGZnAOcj4Hr2scdz02ZRQOTJioOqzKvWImrMcOJ2Mv59TsiWVOEwif8/tfhB987tNABwfgLoLGhO7yiOX9ExYXM/ojRlwB3THQXw7AUYfNFLFJEUdpgeO8wAFt8NyB8Hc/4/Nxw6+9G7j+HPL+gLyISEvCtCSkBQTS6eaPwZ5jzA0EuaeE/bDB+XhcnCKwOhmAFhYUvh9HBxOdO5YMsK7zRZId9RwlA2+ZslOcSnNiS6AKbiyV8eQ5OEHHVQuZzEx1nyrBKirH8XLFZS1TZ9XEBEw5z4tZZBZ57v/02z+Nix//THFMUwZTrfA+z7zX/ZBAk6zN0xgxpajiNhY4pWZOSGFVxk/90g/h7r/4LGC9BlZrCZ4+ImBTaOfxw+X1MG/XjKORiyQnmkwGgKLDvugmLONYoiI+yicGExAgRi91Xa3t4A1fF/3ymzAB25uovz52+P5C8LNNWTeq9gtbx9iC4cwdDgg+FkCzMM8XHau4XBZOL3vnnIpmgHvjyRagTBL1joyuq2Q9ALrYCT43gqWgFk2KryUMlua2+1SYQ+prLQ27Z18NtWYd6rUZJ8UMER+NlnsW4juPYzGuQFQkkZnknsIEhFEWVuLaqUaYtIzGcVqUTELUcUB9p1kZUjJ4RhhrhqjcSx2Wqj4VwJMZby71zbUA2jp3OE4LXM5LXMp7OMoLRBIteVMQOwwd/tfmEH/+oz4b+e57y4bFgSSTseiQFgFpCEhDve+5dj1HraHhas9ElbftgmjjeziEZcp+4gXfixe8UosiaibQMNhwGYDisPrI3KxjGqw6V4lWq0DdjN8dxe3mTqN3jm194KBY90yF5OgdnKjQDPvdIppzR6rAp1jur2DCffbTOTt2b8E54RYMEPgbSSTQDPWZpn4d9Po3aeRXHUMvQwygZN9GjpKVidUQ587Wt+rw+jWmiZxC1xQ9h693Mmomw/5OAL753/1bvP0bny8YbR0LFaIxc/A99MavafNaCmRqWtuk0gGyftcPi8MNLQJqmcotMTNvELrzhpkDWpwpboM3peiqdFBdU30whjHja7n71P+3wzBsr6hOVUIo2SI7nKSVVEHIst42xv3epMGvEujYEDAS8hRAxNgbRuz1I6zS+0nqseJOjFMNKnBKQE5yrpMN4tEa/aUNhosT4pox7QOrGxnr2zc4uO0ybjhzjCeduR+3LS7gxu4SXr16Av7CR/wl0J3vlaAAIJmRZcTmIGDaI0x7hLREVY3sue6txFjq3t2Fmm1ZsYSsBhJlqXCwB1outrmVrr8bp9b2EZcBNMc5uX26jDVb1zrJvnNZ19DA13g+pk5pZgtIIV970w0cn4ED2poz3N6M55mYLPhxXuBSWirEFlhQL/tTcNLWup8HFS9pimjazen4tcz+mKqTIQGxvihPrbjHUQ5Y8aTrXhA7KrNkUMarwG4fa4/Yds04Gk12wYzRyAhdNYJ9s2iiSa4OEGWZSKHZ3Nnp5P9R25w4uftD1YCp+H6Z7fPfd8KYZo3dxj9vBvkp0Knmi/rTR4H9R8oi2n7PV1kGoA5FjQLKeS3aohGiGAtHg3Vz2OWs2S00hpuDvcxVtjxmdMVRoFN2PjMGWIiMwTI3PmJUziORTcOlVh13ia7LRoECE0FSbOoO8nN5bgWrPrtHhlZXl6iUyAhKpFEKxmUsnVTpUV7giKVicGLGl7/zk/D3vv6vI7/jD+U++0GyGVGrrTspRhBaqJTna7hn7FXMutAad1VtSt77prf/BfzqP/gwkcHcIkvOjPL5s3ThZQ8fqco75mzU75ffHRZ4Xg3Y+r2pRdPMnVbCuHHOIaTYYmzY8TwG3MiN3ByyefYyd904JRQnY1IYHmDkepZic+ZkZ8c9QR2bW32nJzLBC18XwY4rNSZm49KtNyVT6yKm3jiu8C8zuKmRAvUtA/jAYcK0zwBncTY89604mj5L5PqtzBXrN0i9Bx/5dS0a5w5A751P+/IW766+2Pfn1tdq39t9npbRKP05+/u0KK4/hEH4tvl83hDV4BQgn02prt1NQEjWtGCF2Py21zx7Qk4BmyliTFGDNPLwzTldcY+/eccv4+6fegb46FgI9scr0JRFHXAICAkYLjL230NY3jngyr0HODOs8dS9e/HE4V7c3F0Wfsad7wYtF+DDfeSDBXIfwUGMZwBaiwPIAxe1SITqPA8hYVAobh8syKFqYyDd7zWLlXPpmyJ0oetcvX95EQHR5O9ngTKgZhuiYR93PFcZQzv2+FOGiQ9wznlnheOmQTipbcHFgdnKaDIKdKrUtPLrdLOepQJlJZWdBrdZRqZ5oIbqXqsf9BLk69zjOA9YcY+N6+DMKq3sJMgLlPax9qhr1w5HwyagRa4iSxSNapSvD6kYTIaRtAWrp4xjBp72o1+OO+55bz1wAFo5yffN45gr6Fhr1CAa48dtHvOJ+RAcDPnqdh0Nw/sCqKlgAGyOjUmEzs4l/1cjnh5eAIN9ze7XV1/vdSdJM4dHqvcGUHEwakSoNL+w7lhg7V6B6mzINYSinFLO5Y2PeWTdY1OBLUPOOANAdVDL/QI4/4nvwV3jB+O2H359fX46ZposkItoVlgNC0REKwQLLyGgj5XbYxWYvaFdai+AkAC89t5bcNNP/w5obw809KChd5mFUOFSERWKs0vWthhdXPDxfaxyj1Ysy1ecj2C85Z4b8cSfeTlw7my5f+tr3+x5lv5HDZrVx0MFAuCb8ZtGp6RmjVIWSMApGOByPu9wuPM2RqVCVpJG/TwZlHc5NN5Aze49b8TmbWemnG8WDyKi7QznzHkBUIt1lmurn/GVsxt+Vhme1fgu8Aw2j6Je/9z4nzuCPrpf1e1QBRhMDjTVdWYrwqzToERSZ+f2MNTTVKAASKBIPORCBj+V2e2fzfy/3PHn1aIftLnMQjnernV75vjOyeAG4TOJWwDFIC3P2ZyN+XhkVAjojmsRflKdZ5O+VqkrfCgzUD94eSe+5/1/EH/1n3wV7vhnb4Vlg8ESBe+vJMQ1YX1OgjibKxLtvrV/AP/4VZ8CvOkAlAhPPfM6YLkADx3SssN4psO0HxTu7C49AnnBpd6HN/z9mBa43CT8KY80cLBnr0S59RxmXDygdWBN2crXS2kecxlXtD22djTptro/2fO0zFGk2YdnNaXK85tnG/xXuCIJCuHc7V0ipc9VSn+H4d/yQKjslZyhUGIbcrpXuayMKU/JnpRdAC5Xx+aRwNHIVzGu/iTaI6DPrpmMhmUxmFCgUxRrRWMjs3aUNSLinQxZsI64wzO+8RXA3fdhS2oVaCK+801q11BoDH0mZzC6hca+7CpLzyNUzUm4Lg4VceIcAZ4tmGaQzg19QknTNkWC5gaNO9f8vdIv7uvdjOhatO5dFOcN41l8+mv+ml7g9hBtYCf23g4no/w5+7DpzlsUMMFWYV3AlZhmF+85GrscJyPZmYMKiHEYlCT8kbe8GVeenMvxmuvlU47N1Bi85tTkvM0RqJWXhXSbORRivcg0uz6IsSpNlRQ/ipORvawtub5288eyGWREcIVOldoFMwJjgG6iFKphCTy4U341R3mHFbhxz/QgrPHA578QtL9XB6DBCgo5251n9jvtOL70NZXMm7UIbqANbAZzcAaH3fJ8fpCoTtkm7Q3mjlKVMeVtPlUp0KcGE7DD0HDGkhmq4gznAm8LlNv57wzwOUzRX3sL/6rG/i5naV6wr70Rdc6yU5zyUWBzMnz2pFyQdvtsTfOKgUCFt4V5RgMoEefKc2k5drDb9mvfDitv+553ODHOEZ1n0LbG42xpb3D2PHcwgmb4gKffeg+ufNaH1HU7ZXiJ2xaaxi0szV7Gf9E/xyxFZTfqaFgbOeCQRvzmX/p2gSUBQM6Ixxv0F9YYHthgcWFEt2LENbD/noC3/d7tOAgbbC4s8LjfSnja990Juu6c1PLpJcOaB8LmICAtXM0kADkCeZELdLNI26IGORYq4nIQ1lhSQkQrwlD4aIWLNhuTxLr2sdvD6twpQZS5lwagFNLU5761jPghMt/DZoE/y2Y2LefqQNo5ZvOzOAE+CIC6bvpxs3X5GfDFgbkEGODGDOrfdny1MSxzkplaLhFH52wYBAF6LyqNPOVHDk/jsfY+tWvH0XBEcMPZekWJrhDCk0TaNdLnCV8RXKNhBrOZn4dmERJGmZE8W7QerFmEarw+IzzjKe4kXF8aPWow7cBWpNGnNoEW61/fq8ZAAJDf/xmgxVDPG+rxCiTEGRyNkRNUthPuPUDSz+DCMWgNNvm/H7nvQ3HwSW+VDRIoEXaD9pR79a2JetpCz+VeE9dq0oavr8WKWBfXXPq1LHhbcI65QSCbsRnXwhWoBj8A/OwPfASe/k2vaLgu7XFmFoX9X2MAVOLrvEKt4bXLvSJgRHSFyghdzMXIF9ngoGpeSlwOKBt6LdA3czqgBm2BLLihQZWjYc6j9XVPYpiRbeg+AuOjypg9162NuO0qI/rbJuYj/0/qjvGb/+SlyDdet5PfNJfcBOrfJUOny4VFdhPvhgJZvZTLTzlAuOkGyQbEICT/HdCpkrFyY9X60xSb5uRTI/sazK+od82w977v5n+bcdxRLlh2TzwN0LXLVW8vOHBvfM+60xJvJSKr47MEMWBjUzKJIwihsGL9nHPnQTWCG/gU9PwZAtkg3unYlHsq85JwXyL80KVnAk7mlL1RGIGtCLQ6g03/zobAloPBVMaij3RzMd7aMe+DQ21WzcZhfZhVS6LW0rBAQwJhwwH/zzN/DF/2D38SnjRcSL0OZiN9jC2ekrU8EaYpFsdmygFrzWpcTktcyPu4xAusOeIoM46f/Thg6EGXjhDuvYju7ovoLp4g9QGUGfvvTbj1149xx794J/7rA8/DP/3on8ADX3IZ423XY7r5LNLhEnnRCU8gy1hMC4VM9UAeBDqlN4SghfqGLmGvGxtujgkcLInxn49uxXDBbphEynvubLogCrtn7hEPNs7m/M3SdtgDO/cp99znzfZloJXOltjXLJM545c04whQSBPK3rF9nlDGqWQ2zPl1Y8bGoxV79Hufy8SXNUj3p9HtUSa/vFEO3RH3yABObiGE2x4HjFIlHESPqU49Sts142jYRpI7bhwOITDWiCxQ4S+mTGQtwDbeHdE/z9PQyemjffNFwBOzmkq6oOL5A5JZ+IPP+E7c8u/vaiMZZvRO7YLXkNv8ZgUUlaR5RNgMNd8igF/86R/E6oOeUuU6k2A35ZaoGveT3q9BaxhAVsK0iwy20f/TJTV7yohnz8r97mhN8sU5GNUgsRumAquw+x054nJa1v4FCzxtM8pi5/tgnQv+1RyqxkDV8ZN1A7ZziCO1I3q7ozrwXDecsuKSue1LnuRerKUcirqH9CcLnAfVmZrru5OJGDgeAYegZFgfrkXFLJs9W+rOcLNZmuxj5zhOtkGaM2f/w1Weqx5gRwSrGvz2GZSxzDp+bEO26uBNdBfKMQJKpFxwx0kNLjseN9E5OTc5B8+kIetGbedMzrkTIw/4sW/7Nrz18x8vxzHFpql1Im1T9hFzUmWb2iUSDTxJPfowlTVo1Ii1GRtksBjMDEUSZ7GMHzNctHryxKJzb9HfompjXzdHNIQ6PglqCMyeld3TjrjJ5CA2xovacEQPR55PucxzccJYJTu5zDmf9WsyDSxrmudLmAFl0FcfSPn+B/40/ssLnwJeb6rBFiDEV8bOqtk1cILqcBRuSAvdsRaba5nNweQsMnN43Xpdf9dzsIxHUw4KJOcyaec2u9BhnMfZk0jcYqqwQUoCa/LPjRiiPDURTOUNTJimgPXYNdKo69zhYtrHBX0dcY8RhP/yb1+Kuz/qVvDlK+DNWMbm4u4jHL75Mg7ffAXheASfO4N3f/b1+IFP/Wg8/v+bEVRxLC86jIc9Nuc7bA7lfByoOhq9m68dI3YJvYq4WP8LbMpU/yRQ9+++9DPxxO94pQgAhFCCSKYOWdYEG29uHyu8hiDByClXxIGoM+oaZ2t6s7bJc27iXn5dg50DBTZZhEv02Qaqa2jiIGtZjNU5TzNVKD+OTmkbN25stIyQ+hZN00rvPjAkjqlzQNxezykgq0KXBWasUnipEp579JSwYsZvfvV34I3/6LzAp2KUrMZm957/sGolKPkwej3M2zXF0SjGkxpMIQgR3AiYQ5ywF0cswlQIvUIGnyrZM0bBtc/gBdlLrxLq3wDmGY152l2qY5vjId5/iZCX/ZBl8zfDycEWxLlwWvBwi5kZhgxwokZ9wnC+tWCSM1KJkDxcyylozB2q1qmq91zw4bqQdlGjqG5T2A+bRpZwSRn/+Nb/jvwaxue+/6eqExfkmTXpYjT32ZyfqVGkKVWriUu1Ug9PWzOqA5kyME4Iqwl8RlRLQmJRmkoQ9TJCjagCW0ICkTL2w7rF1pq6hhLNy31EGUcGaQDayDFlAltoXduUAtBVPHokVtx0bvDJ0qeCSy9jLhDQdQKb6gKgiju1hkCVYS0cDVNrc86GFbmUQ7LKQWfnoNcaGjZ8qO9abDwRGvDxLNrnfOT6kSBqWowKl1mE0cGLzAgATthUroqnWx1zN3coU2MM2OYJVZ6yVh2LCpUDKsTxS//8l+HJr38V+MyBYJwBcFfnoye2NtnHAFDMSFPAlARqYP0pdShkmd63dWiawF2nNXzEYCiGeRQnwxx/jgzoPExJlIQ6kpoTlrXtacIhjfVG7RnFILUMvO0UdDyQ+ztKxxmPCAD6KJnhxIRRneFBJUHFaNJxEUM1Mhg1MuoMthI3sEXYDOQAkVgGsJkiaCGkYIO+iiJQlvmAjK+78dex/9qIz/7ATwd1Ejkv5+uowev7zHQTDNZsXrk2DVB1W3DBXPgBTTPJ0LJOzteuetPzDDVRFZ7wzZy4BJLACXOJVDOzJmW4gaZ4o9c79AR16DIKCX3SoIbAp8RBTRxwlBdF5nVJE9ZhkppBm41MrxhqnMlUzPoOea9HSBnoIvJQpbXHMx3Gw4hxn5AG+eK0r2uuPYsIoGOEIaHrEhb9VFSxAmUsw1hkjXtKOAiEbGPMbrOPMi9tDCsfrTyPKOdEnK8+tS1pKnLakrXVDPF6U8+j0CwX96rBm9lzJWKkHFr+D2x9CfXvQDUzTqT7hxn/9Z7KM1YH2TINHuabNKMRKaO3ScWQ46tAgxpHTSCPo37OZzKIVUq3XRuPpwHrTvdRykXhbmStYg9UQnjO1eB5rD2q2jWT0eCoq2hg5WdUg3voJixiW+TJG0qS4QAG0slHQZyNuEOBSltVaoF7b/e1+QJM8ncuDoe1DJLon1k+ltFwm1HB3Lq/G0uNUORtfSTOohsRWYlbARuL+pghaIaTLjJzqc4G3kBiIFPSRVCN0kJ2hRjHBjMSaU2DWaBGAU1ir1yLGD2Wwi3GgI8S2SOYQumqWq3Uw8SokNM2FinyC7gZ/0ZOhd0XECbAQ9E8wd3wqACwpNGphVAhXm+pSs2jnt7AmG1IvhV51xyb91bcN2TonoLwKKwSuHOUfc2MrBXBy7g1I8i9WOcPNBPYaZTc94FvVsxOL65x0Mvtz5xUb9iVX0u0rv1uhsgn+oiyQElQ4TnTVGB4xdBLbTajGVP2aBOVS025yttG4jJvVtyXeSvXyfU+5QKLOpT1qZ2rZAMmyWiYAWtZkzmpPVt2yKA/zLCaL3kwq6k6GcRAGGW+hi5jGGSNC5QL/2PkTh0Axj5Fff66tjl+lIfQNf2WndOvNQ1CyMWgmSswSQaRJHqaIWuaqxZfjbMWNtVkGfx4gBhpcSZ1O7JABwdK5fl8+70fjr/4lI8Exk0ZC9BsXnHUbP1y/ViaOaPFwUbpz12coRrphkSHPbl+1uRe3T1oJsNnpS3yXVXJKkTNai+tOGIEsOFOsgou6wWgybCR1pax8V8kbicqmb3s1kwhhIvS3ZW0wMVpH5fTsghR3J8zfvgffite/y+fh3T5MvLRsahRDb0UaOs70MlajntmIbUy9nuMZ3pMBx1Y5cQpA3Ej984RSHuMaZ+Rliw1fLpcHp8V0Ft2I3qS2ikDTUgcsOIePQi5J9AwgIZeAiwuuCGQ0drlBgMME2T+B0bXpQL57ULGftgU1TkAWFoqLGVHNkeJ/DfrWUZ1amwMW6ZsBnGy+SmwI4X+2tqiQUcrLFtqdzHqOFZngFO753su4YY7l93Xc0eVfi5ZN5uEXDIa1UnVQIpet78Hr8RohftGPV8C4XJOUt/HBF+sqO1j7VHXrhlHo2ikq7MhmHGtAQAjX1oUigu0p8rkaWeFGcxkFpF1cNotgnLBgLr/qLUstjcfQPaa5K1Sr6M9w383Bmr5DDkjzb62rdpjcpe+RQqyUG4Zwv6ku85p/cBlg7Q2r06aOJSomDlW/+juP4O/9qf+gsCZHFfCIoFmRDXOjd0r3Puz+xXICxUew4YjNhB4x7f8wS/hysc8SwqIqZZ7qVJsl5DqRlGi3hDY0LwYoJHBewJ+6mv+Oe77ySehQO68Ed9eev19Phy0Hy0qba3UBdGNIxBjSWOtWg0xuBsHoKiu1GJv5lx4dam5s1Hmj57H20ulWjZq1exaZ0KMQT9v2Bni9gxrHQX7G1tjy0OYGvKkjt9K8KeiotIYW0bU9mPEOe0N14lRICvWbAzJNYTm57f/5L/FO7/m+UCumyWl3IxHSrUPKWu00xyMJDFMe1ab3JWCoQmEIzUIEKNW1M0F+hY2aqzo86OktuqCdY7KSZddDajshw0O40lRX+vJwSd9tkkJs+aANbwde06hNTIEoqXH1VTORqEgPVgMcIJkNJjLulYUu2YGmm+UUWF8kDlh0qOmqrMMY4mgCteO8Tdu+DX8gzf8JrBYVEdwHlDRrvLCHg2MSvuynYN1fnm44hy6WK/fr+Fq8NuY8F9xa6uHvIrDG0odojFXmeV6TSpxa/c4pRItDlOFbFkWqR2XABKVr45jxGaK5fwXNntFPWjFPS6kfYwc6/gMDIoRvNmA1xspyHi8Ap2sBaamcLXsZLWnvVCqiOcOGPeldoY9j7q3MkKXi0Nbqmmrk2Hr70FY4yytsaBODGPri74rhnPuJdBSsuKu8CsHAL1+zpxmzVyvc9fAqhOomTtzkZjyOP064J/zbC0DWijevLEWlq1voAYYyf62k6I5GREX+FekLE4ZCKPf+5OQsy3TXh0i3V9nQT0vJiBTWcYos/FA2npHUrSvrQ3C642cc4f4y8OueY7sw+X1MG/XDnRKSawG/7Aouy1UnsxqVWSXNBaCciRJS5MjEhoMxtKXAMrGZBHx0mYTvolczBeZHaoQiakaMOxIplQN4HoA/djcWKN2TBqZdn4uO0Tagf2zRZr9okPV+C+b8SzCaNG4PqZiDFjmyMjaRkhd5x7TXe9FOHNGNuVilNZ7loPO7ht147R79pWkM6jUnagF72SDeKrNBM1qhPUImvpyj1aoyDIqZfPTfqxqWqyQsHV5jp/0I9+AZ/zAfQBn3VhDXcSBcn9NpPOUtaN2BZXzAZIN8w4HoFwXIkQi6TJjGyshEgrb4gKdUuUd/bsYXKQpbh3DpSI4VYKkQbgAI4An97szzIyQznpMlw0rcJny96wveDZv0HJvWt6RfjkZDkQOQlMu0BtiB2cii9ChjqtMJTBgBPxAWZR3XBZpwxGJgad0EdmVtacxNdcebNxwPQ/b/aWK0TbuzRAmrHKPjdbryBxw2TJvJHATg8SAYkNWzp30LRLNvHLgTL9u4Io3xCsAgI//qhfjSS9/p3IWuDik1opQgL1ljmjkrfHKTI3kq2UXAGAEYUGdjCctLIduX62U6miWY5mx78cFy38QULHtek6rpA6gZKUjGP/+wgfjf37+B4Omu4BhaJwNpnb+2TzYugZ3f/Pmybtz5TX5jtUkIV3D9T9U0MO3Zt22scKW7TLjrS3aB1ReQgkacRYDrhfJUkqOq5HtJR3ekH0BYAzIkZGC1NJYTR0WccLEASdpwH7cIHPAigcc5QUOwwYrjvjuj/pBvP5Vt2JJI372Y54jz1cr2fNiqMXgAHCUjIOMI1WYUshmXggZnDuAO81mBIAzCew5ZPS67i7CVArtLklUpw7DiJ72CvzH79dGOLesSVaIY3GiI5d91PN/5mO6iA0wC1RM11gumXG3vs3G8RzhYPKzu7Jjpb+0HpPNFTtOyZy4vb6B4tn33V5lrXfcjCaImLI4YsXemN2TW9uQzBO09bKOU+MS2Zy0oqqJ5VnmzYjQ9xJ0mB7LaDwa2yPAffxjamY0Ka7XSODRCo4VKdBcC64h6AaZ0YPQN8eTiLD3wJv1gerfV1k3nFpQ3TSsmfc/JxQ2Xuzc8HaLWFXPqYsAIDCQhoDOhu2taik9JKMBk321U0RzMLiSM+GiGuWDwFwi1CoGmzFgTYxUB53SGyr4bY/dVEPffi/nxszRIShRVA1x3aAto2Gwl6O8wLHmzilBNsVxAqaEMAkZPIysUUBuoCLQhTLlgD6kstEBUJ5EwpIIy/sJ/PZ36c2qrKJurEWW1G8Q+tqC2nHd9HyGIltWSB+AKaVZe/ZPfBUO/sEZUIygzimumMKP1c9w527gUprO84aswRaiRhNN2taygYAYeX5jFriPQvAaow51U3QGnR9TVViAm2yGzZmoHCMrxBjAGM3BUNliHwWsBlbrYDTPApDUfu1+FwQQJ3WVe3ihS3F09Xzm3JhiC6pzUxwa6DwliZxa9sTkIa2y7sgdAmUsCDJGteozpgyogVbWgVydYu4zqFPBC4gREIlxrjvBfqh48kNifNTf/w3c9clPEMEAhWZwZzLeO8bF3HAqjmfNtAG1foYEFbz1LsY3uq7JOjUGk2+ErWgqQ0ju85Y1kOGp0VfSAvn3X+u4XuZoUzv/gAp1c+/ZCa0CurVdohaJQzP2dzZGMeCahKPOBQLazcP9brAUqx7dVGKHwjc5V4GLEhiS+WBkcP8SZ5gcPLSeOmfCmAKOxqHURxhzLZJ5TzqLC3mJAMZzh/twPh7jR7/uU5DvvwA+OSkGJG1GycTFoNwMkxUW2FQagGlJojalnJkCawwMDBmxz+i6VNZCqwhu2QxrPQEZWbpNJb0BVJgRUO0CHc81gk/CBXHP2dacvTgWla8IydBtNaeetmv/ty3Z9pB5MzW9xNQUuqOgTmoW2CRlk+KlWly2uY56AaTrNSAwaVNHBKAcDW0WzLBrDTMoMVDnfG6nB4BS76n4yTY2UdcyGzf/8sN/GA/83FNrFuUx6NSjsl0zjoaPztZorEy+zmU1TFKyp6SEPokNffcDH6xxaXUAAP/NSURBVIjP+HvfIAejqr3dGGdwi8ps42r/88FbW+XYqac4J6NGGmpUYxeMqaZsd8vqzhWSBHoiGY36XefcnHY7Puq35WTYYVpHKutivXXfDuoyv58mkuLv0UejLVriVDBGVSfyNSdG7rBBwOU8gRJXFRw1UMOYG95LUM5sMQZIiK9Jo919SFiEERmhaLhzgBLBKzeibER2uw6WVLrPG3JqhHtHw7DaBlUC2kiqLfWHbw2g3329RvZa59jGcslkzK6H3UsGmX2tZjK8+k5z/h0GmJ2z3OO87dqzy45FW2PYc1QsS9VAAViji8xFCaq+6vlKNHf24hRkHKmDahLJ5qwaVGvDqtrCqGTKzAhT3nLAm0hkKZzW3lPigKNpaOpPGPdEjHKJVJNV1M3OeVPn0LKNRfgiJpxdrJDU2V+EUXhECIhE+Okf+Qjc+AdHYpSZIhnVzFYVDJg/M5K54HhvZtAkplK40cjZUnfE9Qtzg233z33nGjMbJ8zUVG0GUAjhW805u3LpO8Yi6fvm+NrFzE7dqE7tWlchNXpKNHheB8k71LN7svFHavSaYqD/mGD4q4SowacSEz5i/404+oWnAP2gaoU1WCPjrkIIy1qW63ikpApUbMprQWokAIWncZwHHKcF1rlHYsJxXuCYOxwz4R3rG7H4hZfX+zH1K3fv3FUH2bIKFd5c+6eQ9Amlfk8XMvpYq3UvwoRlGLGkDZZho3xDYOQk4zaK4hQ3fKA6lkuGOtQ+MviYPecCz9PAnL3KaHLiME3G2g8hRhMYa2tc+TXA5LRFqnxEwNc86Zfx7p94BhDU8UjVSaXEdZ22QRKgPEnvFIt9kyCOcERWd9zmQe0rvZB6fTovDF66BQVjwCTYa80OKnw2e5UCfiB86OI+fNlT/2cdI/mUPePh1ErNrYfR62Herh1HwzC9ZbHigvGMVAv19ZTQq+qUpfojAa+9ciuu+8HfqcaabYozWVBg2/mo/18nLbDTpgKwAzIF3cgasqDN/vZvcob2fKGTzCe3i0BDNlUsKhjHTPiAf/liLN92X7MxI3ML8TnNwdrRasSzXUxsk9wqGrbrGB5r7+BjW9kUlWhkjRL7e55ydOQ0yWwcM5D/xr245y8/FzyOWqlUiveFiREmcTLCiKobTkAIuUgsLkKr5BPAWFAnkbIYtBq3OhmxGvjZZRP8ZsHWr7bJ6vt+yBlkyZOGQ+FJaIV3G6e+mFSkcuxqSLpXccxLx5cxbTUfiLgZ4vZcG5w6saheAVv4W59929nmhpdrXm8eQImu1rFEGAveRIrolfNmV7DMfvr3MpQ/QW7zrPApX43dYE0jgmZQIOdKSfo85xIQoMwadeQ6hhgwvfucWifKBAyO0wKX0x6OeMBlVuWuIhUctozz4iTp8wtR1PViEHWwvTgWo+wgrDEgYZ8invBfH0B807tUzSqA+1CMPh8FrpF+F/WfKfRUaFbeiuz3ZUyhEKSRcqM0tVVETcdAiTqb47vjnNYqvFBWtoQgqoFWC6lZu2lr/m2tbbvWdG1Wl2Te4mlf0PvZaj4z3Ix/LZ7nxn2t7hwUwtSX4M1tcYNfed6PgZTUS6XaMzdRaVKJXZ9l886wKAlJlDq5gM1J6jHliLU6HIBACFfcITHhz5x5A978gx8oBOyUhVdgsDGXSeJOoFO5qCe56wDAkUV1amCgY1CXEQI389/qZwTds3skHNCISMALX/K12H/zfer8p8I74ijntPMiYPt5uEcXqVU08/VZ5P9n+7MdoqxxvPP98ngZrhCjvCKJOIutpy9c3oMf+IDvB7LeSwAMDuYDADUw485Xlv1c4L1m52zds+33MTi+XBXPkAtGAwNlQhMssTVzvl5af406TjIE9oqcW7Gbx9qjql0zjgZ2SHNaJVF7dSQLiRV0M4lCQDYrMmPNHA3DtFNb+Kn5+WCXdYqVNa/Uba1UHc6QTcMMbqBZKMsC13y5vag5/KZExPRbR08ZwcuhGqgaedyq3jl3sMrp3rd7s2in+2B7GrdoN9EhRmu0WpRI/RDDjKYcsNHNca0Vblcs2t4rjvi55/ww7n8eCzHNNMShx0/V2SjZ+cgYFhOGmHC2X6k0skorImGgjOf83IvxuN9ZVyUPJ0lokTzBBO8y7nf0sXuGJmBg1biDErAjZQxI6CGyi+wNOs8vCrNx6xyOBhpjL80IGvTQX4dVYzaZSV9/pn2Ipyw5NNuMT9lvakKiOsoeNmLwPxvDxajycCZ9nsXQsghjMbSoGnx2rixjaF6Dxht92Y6REnhS/XlzYkpRNAdZcc4OMoFTPc+khF/vDB/lBSIYr/uWO5Cf9oQCByPNugWNahbuRMdAX0mzB8MGXcg4358Uo8wgfns0aD0VlWBW0YtcHOLqgLbOqU6+yKWmRXR8JR9UsLoWZQQQquyoGTUATPih8L5m44T9UJ79txVcBVBEGZo1xcZfEyyhLeei/M6z92fcs6vh6QGV8JwrrVmABGh++jWsOFNzZ8ONfTl/qNk1roX7ittjGb2cARUm8JmMMubdeC8iBUzqaMgrpYAxVWPY1lBf9wmQTMsd/UX85ke/RBw7dXBs8prEtEXIs8rJGrTZO7TC1+AyzgxmZBmGXo1/C/IUIQrtzCd81++D77qnRundc/B9YQGrMr5VFprI2wl1rTUBE2thbko5GCDNn/WutmNNAVA4hKYEGYgF2ms2gNsL44hmXzQFQVuvrRZIsOt3ds6SUhWdmc+Rxq7g0/cody8W1LSgj8nKW8Z5o2ICibmOnemUPeOx9ohv14yjIRujOBu+SF+ziDhDyTTfZTJuyzQ2bR75mv/f7H0z0h6iL7L7lB7Xm+t7pfnFzUc5ZxExU2CyiHjBU4Px5k/7HqxvPTzlAlA2wt2bdL2WnbCpq2zQH3n2DXjrP31hjQhn3nZu3H1adLgssuV+qcCnLBq9yR3WOTbwqYyAFUesOYsTMY7AegMaE8h4GskMRK6yvV3G0E046DfYiyMO4wqHYYX9sMbZsMKCgDu+9wjDb70eVixKHA1VewoV/17S+MXQ5/Kz9CdVA99DlwBoGpw1g1ANvBJRDUHldauDUYouUt304X4C9v4pz1ibd1gLhEsH4C7lnQZ2+Edsmet4KtCROfyPGa/9xpsxvuAOPbEa/g56KOOFG4e14I6V4GgRXWaBTlWssRkBnSqpqCpaSiXqSApZIcXFi5ODxqgDUGAqOQWMSaoxr1KHkQPWWSQubZy++tO+C6vb9sWZSRnhZELuSHD1hCLXmVVFhwJj6BIWccIQJuyHjdYBUOIsTcLHMkU9rRrPRIKjd5muEjmdOaVNlkvHg6ixhcYwMwc0wNXncHKd7IybuRNc2o5x87+zllrjXefYsX4/WPNQ0J3Nr9cPFsC1tcx/nVuHtxLBazZPIsWpQkHN0HfjsWTxbImZ8TVsXZU1NCAlURIatdbLpGMzccBxXhSJ3UZYxAx8Vz+HZ0qNAIozWwpNuv+TvtJFyEHIIqnhDC6Gc4EzMVVaXwxSN0VJ6D777rf14mRYUNLWVrUVTF1MsgzeyZC+bngw8qC2nmHxTTIkA6A/mdvaQEBV0vPBPwDiOHrhDAfttX4zBAdHLrLTsRDnU8lqDGVewsF8Z/Da2bM6dS46G8NazbpRyWqMuucWiDZI4a25ypA/nNv7qgj1f+L1MG/XjqPRbIiskTfLZGQ10HLZFM3rD2AMpGoTPuU+j1IRAG+82XuY/e4DW5hFRNkZ/KaMBKoEaR8ZApoBtoWXtBP4kxF2Es8AFBlNk9KMBOQG58Uw1SKeRTrKZmUffxCjQM63PTks2vHx++/C73zut9cKqPPmHQp/z7ZJZogzUDZJWcQTi6JP1g3yOA9YZ4kUjxxxlBnPeP6deM9f/yDwag06WaO7tEJ3eUR3JaE/zggJiOt6KSkHHPRrHHRrnIkrnI/HuDlexpImfMR/+VrEi0eg5QK0GMBDLwWqAjVEcA60ZUxINoFrFk6HlSmlmVMMVMiSV52yYoEBQcc+oWSmQhAIgXN05mO5ZjPYvccyh8p1cOE22fyRc7c/5drYftGfs3udPd82Q9W+5spTyRldPpuRALzx078b9z5vKYa/EShTzQo243Z2HhtTBgMwI8vIsOvcSUaMe8UeA/sfcQ/u/fwPknNZdXDTojcnRl9hgsgnZ4BGGa8pBYxjh9XUgZlwkvriFEvmrcMxKxdk3IDWGyAA3VGCE8JCHlgislo/Y9FJ5s0ECw7jCQ7CGkuaEInxlF/4EoQrK1CvtQZ6KejIhIqdB6QmgY+WMlR1ihBiJehaps0gRWZkGKY90uyh6/pSqjar2o0fG0Vtyg/VUwJANjfMsYmEShQ21aMZJ2RXNmOX80HYdvR9m8uEl/vb1WaG2tZ4d/9n2QyrHm3GvnHsLJu3QVB+gs4/x02Son0uKKO8jBJIcWO/GsW0dfmr1GOdOkwsGeIEUoW0qEEb6do3fdOzgCfdXvtgnlFICic0iV/nwJY1qBj/tVDfchix148YwoRA7Jz+qHKzBv+J1eB3WV2rHeSj8zbfa0Zc6mhkLXQ3V7kLkEDkO6azeM5/fjFwsirHBlDXOnKvXc/fjaGkwbDRcQmtlsbIai8UCFxu5LMNylRaducHYIplxjMz+f6eEhIDC+q1z0OpEWbZ98rVqnLAclLpw8IH845SFsdscrBogYPJZ2ycvN/iD/G2v/dBwid6JHA0Hmvvc7tmHA0rMoY5P0NTiQXnCXU47CexQtxZnQyDFrj6AzRbGK8WAdvxf2XjADmHg0okw6rospfqtJV/TiTk+l6d/BoRIuFnzAmMu+R1bWC0Gy3VlH7zBf3vXXtpWePrf5YU9INF/raOxa0RaBuiRaYLth51w1ACcc5Sddmq2x5NC1yZFjjOAy6kfRzxgPvzgO99+o/hG178Y3j7i54NPlkhXDxCd2mF/tIGe/dusHdfxnCRwTdscOONl9HFhGcc3oOb+8u4qbuMm7pLuCkeIRDjjq96Jfj+B0DLJXg5gBcd8l5XSJAlimeoA2/g2wboDH5yr842CZNjdk6GbYCSiSueQeWHeIy0biJbzXxJfw1h+zp8ZWTv/PjmqyMTUY347XzGu16tY+sVpwxi5PHqzcaMrM6nzhklpNLUFrb0MKYGUqJGB+eqWrbJnWbGukKEXbHotvy3D/gB3Pw575ADmxb9pM4NM+IoxjNNaIukZUiRyURIibAaOxAxLm32cJQWuJj2cM90FpfzHu5LhHf8OcLxhz9THOIxoTua0K3FWMwdMB0wuM84OFzh3N4KZxcrnO1XuKE/wn5c43w8xmE4wW+dPBWf+At/E3d85atBFy4DfacVmyPSIlTJUTUwco9iXJR1QGFTMVbOTh8lamry4D7jlBh44Ss+Dzf9njMAnSXrM2h+TWkMKnvDxqDP7mm0Ns1gU9EbnwU+aE6HP64bi854s7pAu7KKFjiZZ9Ui1HnSPUMuEDsw+zwbd9XQL+qBaMe+7RMjR4xZosQbhadkQDlKbs+QA8jL4HyW2fDj0TIak1mo5B6T7B9eutTDUEdYpliuId++Ai+7KpAQqECnCmxR71Wyus4BMIieK7YboxQJPTNscNBtsIwTAuUqPa0Oh61DFOu6h1CN5zxQUbwC0BbRtEeTdzuyEoiscNVLeYm9P+za4pMsim0ybuoa2+6n1bmytkkiJezXl6O8wBEPWLE4kXJt23unKHRx4Q9ShsK/bPixcNmYylww+OQIwrP/xxfjzJ0nJatJzI0UsV3/HGrKpP0XKrSNSNQtI2VsUtc4NysetOChjJMXLC7iD77wuyQY95i87aOyPWodjZe+9KV4v/d7P7zgBS+QN1xGw/gZJs3ZhdZgs0WkpmNFLYVss5jhe+Vne/6HCguZq0DtjpA5Z2AX4WxObmWu8IzsF84a2U8aYbQFQLqoLl72W/luUeqwBZPqPXujFO175f/cf+4ibZZU6q6OcylCq7ZalKB2RP68I1IUg7LjaaS6iB/nAZfzEpfznv6M+IT9d+KXvvSfAycr8JUj0KUjxAvH6O89xsHbruDS0xif8KzX4XOe/HJ87O1vwqee+318wP478KzhPXhCdwnXh4RDmqQSdz8INyNqlDgG5D6UjEaJ3s3/tk3WjCl1kEn7rxg5aH82YxiKHSY18MuOg4rld9K2p5LBveE3i8DJ86yVwR9yK9yEUxxU/zzdz6K8M4MAlsJlTn0nQ/XtGVVJjLmqteQ6nuw6qgoUChfHFH98RmOdKj59xYMUf+SAIkWt56PNVEQFvCFXuBrOuKRE4CkUhZ/V1GOTI+7f7OO+zRlcTHt4++ZGXOYeP/NJ34X81ffiPX/x6Qj3X0Y8WmO4OGFaEtbXM9K5CcP5NW47ewk37h3h/HCC8/0Jbuyv4DCscBhOcBg2eNn9z8IdL36ljA2rcaCQKQSSGgaF82GGH8CB6xgBXLXsCke1Qn22ltpYiQRcfNc5LO+bbADBeBKNcpYzzh7qeuoza+U9dbpPlZst45xOMQi3nZDTMimnNjXuDb53tdZkHGanscN4KfRSI6iBpGiAiquSHqVcuBhln3AZtrKHmLMDdXIywFNAmoKO/ViIvjbvx9whICt0SpyQo8wY3ryHcKQpYBtbwSBMO7gxLrCRTWDAk4z19zHFEpw7SX3JagwqcTtQxtI/Q1PeKrA/KvK5c15aCa7o+YPLIC/ipOeZCkzr+Yu78eovfwnoYK/ywIhknSHrW3V8sn++6kA264vwCKcccJIaQX0AwAFNePvXfwB4fymqc8Up5WYfyZGdAI7YOkMUPsvZbi3FOsMJ9mmNJSUsifHMr74T4dVvqX1NQta3/mggrzsCAPYHw5ZacUTnWWdTnvKZv5GdItnDvdUbfJi8/qQ75MHbo7Zg34te9CK86EUvwqVLl3Du3DmwGWukC4fqyjd1AMhwixN6XUjEFhPt+UJcdAYbgDZF+hCal4CbN0uDmwKU4W1FdcpBp7zx7Q1u2yD8z9n/+Qq+u1qB4mx5T3YAWzhpKyKz09l4CC3Mdt8E2VFLkat5RE4X6XlUukQCM4EyaUCPirb3qIRwI4UfpwELmnAh7Sv5fwKwRk8Zb/+a5+Ip3/9O8MVLwGYJ2lsiXsrojs/ibLfCR++/AeGAcUgTYncFSyL8vfd8PH7p1c8BADx7760FMsWLTuEoqnaiUWIv71idDkbJIOiLjFvkoqdeyKAPUwubghTKe//f+ALc/NqpjNFStbbwNGbPina8Zs2w+M3zowo9BGr0OECwv0RcnXK/oTjy52kLZt2UqcA45nU0vIyiqU+Z5CzZODLj3zsZxfBHgd5RBkIiCRo6DLU5q15Ot8AbEHHMHVa8wZgjumkCTVKPhaZcXkBAUMh8zWYIvyJnBiZC3kRsiHG86JGZMISEozjggXEfAYy3jzdioIQzwxrvuiNh9UVPAkfgCb98gvUNwOKpl5BzwG3XXcSzz9+Fi+MezvUneNryHowc8azFu3FAI86HCYfdGpeHAbS3BJtD3KnqlBr7HCRLYvh5+1nGKhOoy81jtXo5tWJ21gKosqYe3n4JqxvOYU8VtDh4MriOhZmDwX48ajT4FHG6UvXYV6fXgarf904F1bHnx31w7wEgJnGwdji75sQ8pMrgbh2dQ0DrzerPrJ3BVeK2QHnYxBDqXlFw/ZrBNgObUwYpZ0ggfUARKvBZYLvGTDJXJo38NwEbCVBNORaIj/S5kItlXgSAEn7/S78Tf/aVL8LBvRfkwElFNnJXYXIBov6E2VrgDX7tJMuojFqtuyMRbFkEcVp7ShjUhI0KF+Vpqn1eHC1334DK60IhgdV4q7FFecMM5o3johRz2TJkXnDDlrzC34BmAEgrlsvYy5o98s8WqGTwFfe4zD3Ohw1WT5D6NzROoM2EMHYAIvpjxrRPpe5RHuQ++j4VuO35xQn24gaBMg6CqM5FMA5JOFIUIyhoxfauZoC8fgu7+W/PioONVZTnJI+7ftHg4CapCwAjAlY8iTrjZqwwt8fao6o9ah2NrWYGG3FZPEJjsFVuhkFPDOceUSuClklYVKeuftpmcwSaBey0VhSg3OzOTGDTz5c3HNacq+HvztFAT5gLjGjepqJtXSsQp7IAl5W2nNeiGzuNgF2ncDAbuxegkhcBVGld+wygm+TpQ1QUQ6iNyrmXhLRVzScFVU1R+FTqsI6xKLZcTntiCJEUfrspHOO/f+m34oWP+1p0F58ADkDcAE/9ttfgqd/5BvzixQ/D73/K4/Gvn/4jAICP+vmvBQA87n8EPOtnXw0aBtD+HnhvAQw9uI/IunDbIm0RNdvgGrgAzOGoKk8h1ExGF6okc4H6FcWVKin65G8egTe/CdjbayAjlQi+rSrEs+cof+tm7xSnTsOoV+NS8PhpbnDtGvzOMRYYSQvTc3t/MfDY/e75TeYAiOOhGOaU1NgyqU0zsrgaW9nmCKoRaONnIkwxYOxiwTlb0bLMQeANYcAxbzCmiDhOdrEqKCAQrjCak0MIozhfKQE0osxPnggTRUwp4Cj32Ot6DFEkRBMCbukv4jgv8Oa7bkLYEP7RX/sh3NRdwhed+XIMT7qEO266G3cfH+L5170LNw+XcWN/BefiCW7pL2DkDjfFEwDAN9755/AH//VZePLwGtAwgHsp1MddEId4CDo2qY34mtVOLBY8VcJpGZ8GpXNZNpvjAxFu+r/30P/OHwD7e3oorlKjQOVjAI3Du2u9JRuLaNdzczL8GKUYQW78bTnaO87BsHvnWTJ79/g3h3/kgIQdSjqWlsAsGjy/KX8B+pKvblePtvXbHF8RSHDnc0EqTwRvYKjZBXBcxnELwggUsYIh9cIj6mJT8NUyis/6+a/EHe86QiH65lwlZsNMgY/gOCNAmAhpL4t6WrBbkYCR+IFVxCWSOLL+3EfWx0MvtWGA5twFVuyKaSK48T0GMEswcgip8I0CMZa0kSK3eq763HSvnPEnyYJjQCs8YXGzTJimCOq5rGc9ZRwngfYmltodd00Rz/ySVwDnz4FvvF6uZ0wIY4d8lsqztDWb+oy9xQZnl2ucGdYYgsiwL2nCQVjjgEYsBfcksPAewGKQ7GYXKuxvNk/KUPAQ31z/Y77fe3U02/dlrAYkmDxwBtJjylOPxnbtOBoFfpKr4lQp1Jcdzl0ixj1NunkBX/C2T8Mbfu6ZeHx4dTlcTfHXlP88xb8VqXWTcN6ywZlmaDZJgc8+bAu24yZs4Utn79cUbY027GqWeh9BeMZPfCWeded9rg+pRgTNEXHO1q5Nu361RqTmzW/Wslm5G26qO9d7LDhRi0y5iLQ5VqR1CSwal1JAyoT11EnEM/W4khYIxNiPa6y4R1Ds61la40Ke8Kuf/u04DBFL6vCbqwW+5R+/AG/928/BU37qMqbfvxmf+ClfDzDwrG9+DXizEQdjuZCNbejBi0EyGUquzb3oxheo1AyXzLrRWdSoksGrRGHlaLSQKcvI1MyG9rVXfQnV2SnPzD+32fvVyZg9z9nz20VIB2q0r0aBFcfvMhlb2bfy7N0L9adliwtkJMkyVjMa1dgp38tZ5BOz1UbJyBzLPAmpOjcNlGQkcG8SnwJpAoBN6pS0KRmUYxUU2HDAJ9/6Gnzf3/94PO073whaj2LAc1WeMghVIIA1qxECIa6BRARWAv/JesDeYoOTSSAUK4VSvP7kVpzrTvBX3+8VwPsB90yHuJD28c8+/Yfxe8dPwj2bM3jW4XsBAOfiMQDgMK5wc7yMm+IRejAOAuEVv3EHnvEdrxJextADISAPHfKiQxqCOsEKMdGCat6wEMdUxgYBBT9fVfwEUmdjsxj+AN72JYxbb3gezv7qW112rY4q72TWcej+k6oxwzCjvzrY4uSGsqbXAztDU6GDQLuOleE3DxKVJZ+3xv+udmrBwPlbzsBvLrVkM9AY+vYRI4Nb0T5ryTIKSHj9Nz8bd3zfReBd763rqEFQ1cEG3BxUI5+NqwFIJsecnBwwpSAZWefwZBAu5z0sw+h4EgAdx5JJ9NBFr/gGbonZ5Xd19GkimFS6CQ74vg2UsVDSv4h6LHAUNjigCeAM6peFe8Qqzx7XGTkGUIeS2fAResukWM0OgxhH4gL1BYABGQXg5DLvHEKBqs2z/GEC0hLFOKcpgHsWxJWefpMjLk0LLMKIi9M++j5hxT2WNOIt3/phuOO77gRWG0AzEP3FEavroshRd8Kl4v2Exd6IvWHEmWGNs/0KZ7oNznXH2A9rmZPEeMt4HT7xZ74Yz+Q3gfre7RFt1o/dmn21oCKAsk7ucsZN9MXayMCKJxUteBBc4cOheYTFw6E9nK7llPao5WhsNTXYguLci5MBlqJSxWhrDaWBCK/69Wfgtm/7beVouC4z+NRpij3z5oztksn10A9TENH0txn9GcBn3vx7eONLP7hCp+RALfZzhrUtp2SUDQVAqZZt5wc81KVmc/hgwlzmzhfSOjUax1fpA2xvwNbf3skyAjwoqJOhBafYKfg4o7C5V3OuPPRFaxRIRkMiKpvU4fK4xEmSCrf3T2dwOe1hlQfcl/dxOfdYM3CcE47ziCd0l/CG73p//PLnfis2//gSLjx9wNO/6RV4+t9+pWCghwE09KC+lwjx0Ev6uQ/InWzOeVBno1MjTiVIPXQKHj5lkSEypbTqHNvLshhWrMowyj2FOj6diIG91zgc/jHPjSv/8v/loFtbzxi5OB9Ny1zGkIdr7HQy/Pu6+Uv0TzHels3QCxvzvPpscJKzucp8AjKeVIHHopoWTW15GqQKZio/qWNoo0XLjtICx2kBQOANa474/HO/h+/73JeCrxzB6hcgSZV5AOjWUpPFWtzIvdEEhHUAbQjIwGbdYbXpcTL2OJl6rKcO96zO4D2rc7g47eE4DbgyybgdOeINq1vRU8KTlvfj9sUDuLG/gvPxWFSmwgluiVewTwlLAl74K1+N234tyfzuOvDBnji/fUBeCMSPch2TuWC/gdxxgWcIRoXLUDH+kMjacsHOR2IchCrXllcRcc1iWBABRWWKtsef+53sPRu3TI2CnY1HUR6yWgECI+xJDV6LOttQ84UCfaBox+4oieNTHAs4Wem5g+MPYDCaqxksfh1TJ8N/1Irn+WyeKWx55bX/9VnfhaOnHNZ9I6XqZEyaEXcBK5uTJXBTvBqDbtXCcrYWAShwwpG7QgiPJOc/uf2wQLhoEvgWqyiEhy6GVAMthT9B9f6JUAQHUtk35SGtucN+WBcuUGbCuUDgcQKPY+n3sEmgqd4vGIWj5u/ZHGgPATJHvw8JR1nmvGRTCBOSrPeazdhFpN7KBnA9JxjIWqNkTBHr1OF4GnCSB6xZ+IQbjtgPa/z8Z38b3vAtN+F1/+QW3PkZNyPefwnTmR7LBxLyAGzOZaTDBCTCjWePMMSEjjIO+xVuGS7hMIg64tmwwgFNeNPmcXjaN7xc1qkYKxfDauiUgBh0r/L2DtdnpKgxG6sGc2vrHIVST8NahlNIeww69ahs15CjUTkaUg28OhbdTLnHCseVjYIgxfqseUJtee+U3/3fM/efZ8a+b8bVACQy+ykH78DLPuU75D89sc8qvTJK1LQs3upgFHKf4k/mlbJFiaIOhUAZ+wS8+ZO/F6tbz7QXZsE3jcTvxDPPoo9Ujosmm+MdjAqhcipblvJv+BlwkTBsvRrjNauDlayeRqsFv1I1jAzClSQKVCZXeiEdqNJHxDEDlznjMBBe/an/ErfGPfzS+/0nfNnf+Bm84SUfBOo7UNeBFoMQwBeDqEz1ncBQ+gh2BPCsqlM1Utw6GKz9WfXcUbhFRKZ24ki3pRp5W/slIGg2I9QH4Icitb9bZq59fu2w3SrUh7qRPCgZnBkIZmDw9nN1G7DPApbTm8GF6mQYBng055ylWveIqMomwDO/4PW48+s/RMaTZjUMnx5KsTsoX4IrfMPUoBLKGEopYKN1LjYp4so04DgPSBxwOe3hEi9wzGJwcTlXRthMYuTovceRK2QjA2HtHJ2JgDEgbyKmKeBk0+PKesCVcSjj9r3rQ1yalnrvEa8/uRWRMh4/3I9b+ou4kpa4vruCx3UXcVN3CefjMQ5CxvkQcH1c4Ik/HnDwstfJmF0uxfEclEek4yQtZtAWNTYs+mvQPntAMWTnfGYMyhuyAo7FCATwlB8H9v/f1zQR4Do2qUg+G6SvPH8dk2YBW02k4M5rLe5ydl0meh4g2jXm5xFc3zxcK28t+juaX8v820St72LTwhnZ7sNNVthXkh65U1GCWAJUI5IKg+Ri6BduX7NX1N/L/Sl/oMC2NFhjqlM29yJVeVmDcdrcy8hSSHKcBLKo0DzS8L3dSpiqlLE5HdYo2X+wcO1c0cCJhTS9yn3jcPaUcRgG3PmDT0Z62u2l360Ia+5lXJMLipHWoSlO9FTXNRvXQ5iwoEmVGTN6ZC06lwrZXVM/KtFcHRoJaLRKW+SgmpZ1nxTiu8kdTlKP4zRgxR1WuceFtI+70gF+4yNfAgC47o0T+IGL6C+PoARszjHyjSOG61boDkecXaxwy/5l3LS8ghv6I9zSX8Rt/QM4DCe4Pq7wTe/8THz/t30awnIh1993QK/rgJLBc29ywFWwxManOR9XW/o91E8gfbV2lxTv01xnIFkzH2uPunYNQadsb6n6/6bEAKAYbFbEJijJLOh3RVvaySJ6IuHVTuuNJpuN880D7YZhm1blSwicKMOMb9XQzqaJ7nHm7cI2x9h6UqttFIEyrOjZznsgEnKo1V5wWGoAbUpV+2tXNHAerPDni3ODoBzcfSlDHCztw1bBA2VRLwZbJJXsInAK4MClum0XZKGbcsCVaRBFkTDhOA/iAEXgchZD7iytsR8mACwbCzb4oP/4N3Hj7xFu3bBggPtBf3YClek7yWYY3j0Sch+00jKcM+FUn0qVcKuEi6qSFrXWCyk/wzgaOmY9L6JwizRrEbxamiMsFmdj5mAUCODcyHI2WpFI1jdPq4uSMSOD6yDYOW98FJcwi+jCjeeq0lIMjmz1LWIxujIHjCB895N+Hh/+gtsq3FCjqmb0h4mRFhpRndT568XAMWgeZ1GESoExqTJMnztMecJJ6nE5LxEpF/jUhiM4JfDJCWjoZUzkjHiSMJ5RaMmoUIyOtD6LkI3LPY+E8cqAeG4N6hkpBzyw2sOim9DljCmLMdKFjP0gBM+LaR89JdzSX8R+WGPDEbd3F3BT3OD6IDU4PvzvfzVuef17wMslaLkAL5RDNMSiMmPOMOCcYcWui2PMNaNBjBBzMYADcVlXAZTMQuaAPmT00HEQFBduj19hLVY/Y2dGwY9FHUJZ9fqDZVJQVa4AYKCMqDAqsgJyOpALNMQFSmxuyt/cwvxOWe6tYrS1WrBy1zjnxjBr+HWo28TWlLLxboEi1P0iwXhJladUCtZlMfSx0Nla/kPui9xa2kBtIU4vTZA1X4M1Y4pY9BMmFmd7nTrshY2OfXN0VIyBs5wjRimaF0jX8XoN/r5l3TYjVozysgVopDzn0MC2pJ8zjvJCg4gZP3/lufjJf/oJOIiE7r3vAq/WwNAjn9kDjQlhI/POMhm2/jbXM2R0XcJmipoVkIDOlbTALf3F8rxftbkB3/z3vxDXP/C2VjAGckxiRkgkDl9f+9sy7mTV1xNhmgLGGLGxej1FtGSB++kMjvMCx3mBJY34qGe+Ca/6ottw3+c9AY8/fy9u37sCvnIeq6lDDBnXLU/w/uf+ECNHnIlr3NhfxuP6i7g5XsZ+GHF9AF797tvwlB94OWh/H7RYNAgGjupkuL2i8Phs7ut4KUPVKrg7h3i+V8gQdM4yCCvWjHOs68HDthWVkIdJewTUHrlmHA3SCWAFz0yFAYByMlKFoSBjQEIPRrQdxwr1lQOSSkH6k+hPF3nzaVJvjXv4FCCEbD8RR5ZiYFV7nnHEqkduLWVgqoZ3SIxsUSiqRnc9KcCbAAx2C1xUS6yuhVQf7nF/nvA5X/pl2H/dHzZRQNuYfLRxy0iFLt6ozp1kknbDbEShJrsMh1OJ8SpbiqluKzpTwdhng4exRsE0Os26LhTjVKuEjynimAZ0IWMvjhg5Yp179JSwz2ussnRUpgDgBMsoZMMeETf8PuG6H365LM4xSqR8uShOBquTkY0EbtCQYKpTDh5gqWlvQEWIBnrMoJAb/DuAQgQv0WOasFRj07hFwY1dg/35yLFh422szg04e5ZN0+dZDqEcEYNOeFK6/L8ei0nGrp9DECOo/o7tE1r0jyFYcY1uFtoOUymgB6Do+RtOHADWnJFScFHNCZh6mLABJSBuMlJvBATNZmhdPGSANgRGBAaZf5sUEajHMo4IxLiSxCk9H48xxiO5f2bkkxXiwYGMxSkjnoyIJx1SH0s/dyvGZpDODpM+lxCQDyeERcK46XAlE5aLEfvK2chMONOvsRdH7IcNHpj2sUhTwV///9n773DLkrO+F/+8VbXC3id29/QkaTTSKCOQkDBIZBsjhEkGDJhwwcZgY5kgMIhgX67NxdfY4AAGLmADxhguBoOBB5EzFrJkAULCCiNplCZoZrqn0zln771CVf3+eKtqrX26B6z73OdnidF6nv30Sb33ChXe8A25YLJvNpy3PUtRYrwBbv75Nysxvqm1ipnECopjvTNF/nPebcsduFIvkaidYhtLZ6FKgd4YVJVot+qwhCK52orHiMH4WMZDdAnHj9Nk3MnEH5BT84KU5DCNFWdn4y2N/3miYYCPeOWXcce/Mlj/Vp0L1myvW1nu9NHqRjnrncn4nj7yGmokbLtjR6ZgIKsSnT5mle/T5yBp+SNCDDLT5Zi8NDLRto9OOxtYhkfpskiCDVLbFPROXI0MI8zKaEg+t8xT0n2rHy2ty4UqvRfHvqWVgR3TE6Khi5ZKZn4S/aD3vnIEqUr3sPB/QupsGEkmfgIxEqsIVUBsIASDSKAfbRJiEBrjOVOd0IqqMZ2EhrvqCzzly9/EIx/fE6zF7O7o2peKZbYLhFqm/WNUAShIyU5niKKFqUU9FF8YgDOVzu8MlXx43OPgP/8Roa4wN53VjnZlMb3H1AZfm2KmaQYY9iC6WYI3K4aNUf1o7EKLSVf6BauxYt3UdLXjTHXCff1ZbnVX+dbbf5nuNnh9fzOvWT2R2+orPOPWB3hgOMOrj5/E20/O8YZrt/H5t71SvTKio5WBs3bDLVYn9Q/8hR/jW3/lU2j/xpj2LeUThtbhW6tjYYiMrRRdlvzMSucnH3bKOPJ64NK8HJNwBkz8qQGLJbIULTl+8G9f5uVf+2z4zRsO2/cf78PHYwc6lVvrqb0PFHWUOgGmFXISSkdD/yZVGU91M/6sTsaN4Lmn96YYtbMAukkV86VoC3wrL2ZDOj9CgH7QJCO/7xCwfY7s0344RMzAVIVOlRMAkzbL3tsStOSNOhs+teJpf+/1hCtXiWOSCK0s2O3qRnCUil+uQjHFa6XCIanKMfdbmKtQAFumXgDFt4TtgJS0Oc7vcUmqZh0NU0yYpPA0vDdF/z2kxCMHRV3Q9nQXquKrMSQZwx41gDuJgS6OfM8//jfc/b3P1cChckoAz63zBEMJtU2mULPq0ByKMm9FS+5k5OQtBXGGojZlTaCyPrnhTqaHedzCBF1QN3vRjVVmwc28myK5izIJGVwXaJUEcrt0NSfEhijFM0HFC1QB5zrYSk5yZtyiUlE9BSm5TuAg6fkjJBSIErPz/8pKU7kLGKLhJNYKqYpKtIzDOLXmQ0CGgOlT0BV1vJhe504JuMY0b9KN8Z2lGxxDgk9tfMWVYckmJagAR6HmDneNF7/lrZg7bid2HdL16XMixkfcJmD7OBUCSqCpCYeMgnRWO3EpwBy9mk5m6FzvLVf6BfdtznBTdVzugxrVBe6qLmIkcBIMQ4z85NFT+cJP+VLC0bHOq2oSK8iJ/NhafAoqckEhc4okTuMmNGmeBymFhNr59HhVkrcxk4obaGejnXd1c/BduekeJGhJcJNLeIa3BJt9HwSxEVPIutr91c8ctzoLWYloc2GBefXrtwN9M439Mv5mBZMCo8kDNR1VtW0q5iTQmKF0FrSrEtN8iNPYF1O6agWmSAps47QObFW8ucGcRDkDWWZ2zu3L4gRAkp5NENsZERzYhi+WjgETJPV0Zzz9LCaBDZ+KNZukOgVM0ro5WZfIKiZOBCDO6rNOe1ewKjhgxojbKHyxJJXzIpkXVYDy2rlyaZx1o2Pjq7L2ZOhYLZ4PqB/kX93xi3zN617N8BeeqntYP2BOOsRPyY9Jczwa8G1EBrArwa0FXGR3MfGKlq7n5vqIA7vm0riLJXLWDpxzx4g1Ks8KM26DwQxBBSDS3hxNgkmO07VmHpi4gJjI0DsuXt3lkfWyiH480i15x+ocV8clZ90J7xrO8vPHz+S/HD2Hu7vbeO7yHeybNW/pbuVt3c00ZuRzb/3vfPotr+Fx7jKgqIG7qktURCpU4OQb7/5M6q/bVaiXsyrFPiuChEoYF1LI+dP+NI2L8n2GM6J7VthyIdeCWObR5UOlwfXDvuXm1zC2j52Q9LF0PGaeqqT2vjAlGG6WUCgEZaSeVcKsaPVaF7606lmjr3xEtnCL+mFMqhnz+FjgtMRs5gtkYluIuV2qXIH5MUQzBUoJB6ra6HnzmILsgv8ep2BJRg1yg5/wtTnpUvJe4NCsODRrjkKl7982yM6C2NZJ/1wXUl9J2iSY2uD5HoRp4ZmrTUmC/ZCeQWNGlqbf0tVW6I92NeKcvEv6nOsq4LOANWF7y6JuU5A4SilXCdD3jnVfsRkdfZYn9TUnY6NSjbOFcDqnmJx+oRLDi7/tq3jmS+/mRkcUSaZw+oGhMoRaSmWryNnOOhlbsCmbuzfpuebcRKaOUJW4RU1KOtSoLKZg7hQIzirsL1qjQUdxtZ8ldTdIjG/4w5y4zrsaCav+aARYn3kcIaQuglBw4qf+vFT4cl4j09fzt/ZeCk7cR1N8UfJxEprUFbSKngui42kcYVCFk+wpMMdRz782I5heJq4GQBD6rmLdV8mNOHK5XxSOT586Khf8go9fXJwCzBih6ykqdUYwY6RaRdx6CjS1SKCvWIcCqfCjYegdtRs57psSZG28Y2EVtnLWnehmngoVl/ySW23HnglYEa76JeF1b8KePYMsFtrpGkaIkXG3xje2wFcQYVgIw+5U8c3Bvl9EZMjriXY0Fk1PN+j9z9XfxozXSQ4POc8wooo5Iskx2hQIaJ43Y5M+e0hVVAe+iTAKsdMks3KeRTUyBsNqVOO2pelpZcCkqnObEmvEqFN0jMQ8H1IxI/NCcuK9tW5bTfpzEhiCSV2URHxPCcbcELCPlkqSIEPeP2IoXUVJHS6JJE+dHPRGXT9TFyknuyXBT/DPUqDKAVy0dNGVQkMm2w7zBD5L3M6LVFE/04yJp5R/leadGfLzimV9H0dD7Xwh+m6849q4KAneEB0nsWYVKr3tPhK6TuFL6w04q7yo3mO7gOknqNxcjS+Pg3L6qVBUO89u07Nbd7R2YO0rHuwOuK8/W4jwl0LLJkY+YTkw7KZ1YVBxk1CZiXOQ3r++Fqkvp2LCIjLuBBC4erxgp+6pjOdKv+TNJ7fQhYqP23kjZ+0xl3zFhXGfGCP2cbdq53LVIUMgOqE7UxEtZQ3xjeBbsB3YjY4nvxOILhCOK8Jaz7WuR/rRcWmz5N0n+4zR0tiR+zeHXPULXnn0FB4e9gHdn4bouJZUv26vL/PE9iIhGp5aP0grY1Kcu8Yl33K7a/jMT/1iPuM5n8jZL3gEedt92o1vmyL/CxCdwTe50JfXYz1/CSROm46NsAwwmlQY0b2+rQe60THOuDxVKkBskuN5n7ALrQhD9Dr+39uPuYLae8vrvfx4zCQamaPhrKeadTUybOo0RyDL1tlS/fpTblXeg3IOEacFe16NKpvXqQD8erLU5JKdCVNDhB6jwVJ6yeiRbtQNq8gV5te0uJX2cK9Bd/YgyEcX3JafRa7gFwx1xvQ7o1VAm6r2CW4As0DZobrnEkt10JiJsDnOeCFZ/3xOBt86vOe03F1xWZ5dgMqGMlXe0iuJsGwrp8wfW67MxemcPIZN0GSjEo+PCiU7iTVHoSra9LaHsFrpOYok3XG7XS11uqmR4WUJOpWhAnNuSzRTNyPj3iXft1NQP2ey83co+vFVMifLgf47x4pPevyHIG94W7oJeQJsy9tucTLyfcmb/qnkOc8hoHQT5slPHqt6+alqiSqKXLcU5jcqldb5g9mu6E5dOd2YdSPTn+XK6hhMkZ4sylOlsguv+sjv50ve9FZiP0wkbZ84Gn3YnjsebK9jygwpWR8kqUFNY6j3lqO+wZnA2ldcHPa4rz/HhXF/usxhJG42JckICa5iu4DttLuRixJmBBlScpyvOXF1MuRv1dVUM16ZM4EuOA7sGlPGgidEw57ZsImaHDdi2LUbTPZTycmny5hyILkLZ+w6OgyTQpp+bzJ0rYo6z9EAcAyGphqVPyIqa3ttXLC0HTumozVq1ncSXSneiFWDQBk9jEGV2SqjBYIAdqDADEvhJqAQjSqmU9bzaexIbX0ykdOiyb7ZUOMZ0pgCoKq1A5mTXENR1JIkoQ2nxn8OeG0sDug50M/Khfk8MmeqNUPqUM8gU9Zq8SYrT9nMEYjb+0XqapQOXingaNK57U8wKS9V4nX9SoIWm2ixIvz6D34/d3/7B2mSnQMTHxEfVAltDlmMqViTF7pccU/FmuzMna8/RqEPriQ7czUh5eZoF1cS9l7V38Js/k+f7RtKB0nnYHrekp7LYAidchcOW4WyjsFwMtY81O1z4FYcJjnnR/wub+rP4GOg3zXq2i2CrDbYa11Z4+wQWVwYaa4Gxl0Y9yLRpb2yN9x0cMxe3bFbdfTe8rqLt9OYgR7t+u+ZAUPQhHn0xTdJBo87HrBdwFcz2FG6rgw7MiO4awaz0guXRitlw2CxJtB7Zfl0o+Nq39J5xxuPbtWxlTbfXbsBoEv71tJ03Oqu0JqB13eP5yTWHJiOu9yKD2nggu+wV46JXa9iEGcOIEak6zW5WFSMS0eoBLfWZ+VrYWx1f88qebFSLlseI6RnlTucN5Kyn6uTTcWHHHsErt8o3n/8eTgeM4lGDtqAAt+pCwxFR/dk3Df9bHoD2SaD5zs325Cnv51+fqMj+zrMj6ygsU2SypuGo0+TUeqaOI7ErB6SuisSI2aIGrzMg25yoETBNmdzoM3g2CSN/rm8bSWBQ9OnynNu9QuhdvjKbBMnLfhatjflmAIls21wBVCbCeuag8IcMCuVcXYj58S0eRV+FpyeTji24DazTVOKgkpK6BIUJeObAfrgZkofjZokSR4zU0W2kUqvNxPXxqQBXjl1AG80Ocudpixjm13Ay8ZeErPtQD89iMIrKiIGEjWgMr7wM4AElYnURc4z35AU3FirUJnUBQMouuhZOSw9z63X6UV/1s047SVwWnUnzJYWS1KOys8zKTFt8ekkP7f0oXH62VxuMzvpzg9NFpWUOqmZJBO9WJfWvCWRYkMsMpu5GmQ6hTKZgdJRiYbUJUubaNRgy3eWbqNdjUzaBAoZ3WOoxLOJXpXHNh3h6BhZbTDdiIxRu4K18nXMEHXzjrp5+zYSHLjLjrhWrw9XjyyWnQbwm4bOO5wEdlzPwg5cGne4PO4wRMe+WXPWHpdEqxLheb/993jZhz4BaRritSNNKipHXNTEpipBfD4vX8/cotOzCBWEKqllzcaMdfr0T8sNN2YokpagiXyIQhfHSSIzc84MU2eUVP2tUhCe17F0HiXBSZ8ZgdaOLOxQAt5NqDAEzts1SxH++FO/i4/6w2swjkSnGPTgtMNnZnCtULOFRQcmhS0zO78MxU1z8kZzwEqchngWQpjBB8kFk5zY5zmQx/tsHhZ1otkc9HGSWp4H+D4Km1iVosPHf9mLefrX/4k+82GYTjCre0n6TD9LeFJHQfyML5G6VzEYusFx0ld03tHaQTluwXLVL7g07nISGioJDER+5Ye/jzf/k2drcaypJ18ZHzGpo4gk2GIfE3yRJEoAWzLKJtJ1jgurHY6GlpAgczuu49i3CmHEc7M94g53lYf9ivay1yRgqepqEiPtgyvcRpOQq0+q6A4Ni4ciO+8y2JXgzw4sz5/w4IUD7n7wZi6ud7lj5wqf8YTX8oTqEf5o/UQu+B0M0JoB2VlCSdqF2Fj80pXvQdcVt4mlY+XrqIE6KgQxP8bRcuHSHpePljgT2Ks3tHZkNdYcDw0XNqoGuWc2tNLzxs3tXPULHhoOsESeXD3CU6sLPLu5lx3paSWwNJZKLLfZpfKiZkXUWDliU5fxmcfBuDBFgj13m8ON9isPuFjMZWGKs3LnKycZoGuDkZAKeZYhRhZSb0lNv//483M8ZhINkwI2I9seGltE8MTPKIohRVnqBm94Wu/9Rn8yC3i33idmudUbJBtJPWe+QXsMA4bbbccvvO0VxKc/ieK0OoxIP2I6XyqSoAG27SNuldrfUQrhL45G4UNdzWpQjOuBXWslFJNw7aKwqSYRnJ1hTogPWes8t7mhbIwF/iNMgTJTgJrv+5abb6mA56Cw3JQi5ysZviZZNjBuJVRblcBZhbDswaPB94bgTZGLhaSRnhIuJxPOexUarvk2afKP7JmeSmAVe03mcjfDOb0vRXJYA7ZQq8pUHgvlfGZO4BNkYP6aOkI5ychO9ttGVdkjQDtyKiEasAKteFV6sUY3lFNqaeV55XE5H4r5azP7ulRYJ4dyIPmR2AKdmncHM/TPiGru6/P0ScTAT8/TJEWWGLeDrPS580BTsnt2mNTTQhR6r5WxMZgtfX1VaXGcRCXoSuX0HEaPbHrMqscMvgS+JknPujXYDZPGfkzdjc5AP8kkC3A8NFwdFrx7c8DFYbdo7Afgx3/zP/LAV/4FzJlD4maDjIFQm6JwIyFiex3HOib0YjP80Z4Y4jDhnBf1QO08nbecjDWddyxNz57dsGs3eIQrfpkgQ56lRO4eFnzfh/8YX/e6V/JVr34FctPZbfllq/4CMStN5XFhKMlyHqMwn+8a+MU4e76njgxNzdyZRryqoIWYFmO75TcgydAwQ4nizGsmK/SIF8SqQEJlPVYi67FiCJbGjBzYNXt2Q2sGjkJFAD74ZS/h5R96oMaE6eFI4qXMO7NlrTbTHC1JdyRxpqZrzQFUYyb53nxYIo2Y7eBpltwW5TfY7mjk88hzDqa1NZuQprGXE54hTp1YoHhq+Bj55e//Hu7+tmdrNxw0yU7FmnlyIbPPzHC1LZ5GkC1OTr7+3rvC01ianqXpqMVzFGquBPjt9S7VkSHGqHNgGBVaKqmAZFBO4Rz2mrpY2uWbFReS8tVJ2rvGaNK9D1weltw7nOWS38VI4K6q4qxt+Ml/9538wCt+kt0fugzeE1rHcKbFrgN793Yc3tNjBugPhO6Mjr/6/prVxSW3nb/KU2+5wM3LI8ZouDwu8Qg//eUv4sWv/gL+8u98FT/yqS/kq171+9oddBa/1zDuNUQj2HXAdoFoYFzAuJSSVLmVYAblOw37Hmwkbix+5Qi9xVWe/Z0NnbdcXO/yyGaHMRrONituXRzRBce7unO8vbuZA7vm5uoaj68vsYkVf9w9ngt+hz3Tc4tN+1bwPOxP+J2NqiPKcqGQqcydyR32xCecdzbzGJzvUyHv8UF0w07CEKo6RZEhzlD1jBjIHWcg7RmBAeji+4i07f9qmNT7IHTqMaM6lVt68yRjHrTlACkbjeVk439/6MPYfZeZKlFzyEd57/+Jz88Vw1M/zo7g8w7HHL4zRFckO0Hbi+K9EsKdU4JdqgQaHzG9TmrE4CuZiNGDLt5mpdpO0Sl8rLKeta+4rz9DYwZudVe4EhZ8y30vRGq0SpOkbbXClCqxlaTNYHJ1DfaUkVcyR8yboT0VKAOF2Do/ynY9l2XN99xvT6x5Mlc2RdiSa9zq7uQNMm1YuQKr1RVhjDPTNxSOk8nNnr7ItV76QDj8Cx+A/Mk9FLJ17nTZ1H2ZJUCnNci3hsYMLjVv0WgTLUnZJkfcfLgZRKNOsKkMudO3iyUpnL9hNOlZ3ug85FRSPX8sQilLZHnNmD7HmSSPHCcfCx9NURsKUaVZt2T4ZtAJGWNRQiu/nsk164lNJ6ONGVNkLiMkWF7iNoWqVNOBQuRfhUbd252DNpY3k8Fj+1BInDnoN0NUUmi+/iQMEW0kemEYLCddjU+b6WG9TmpPo8LtQgdEPuNv/C4/cf5jeMp33qNeFalabDudL3MC5BxOl7sICMQEVWvdWLghoA7Cq1BzwJpDuyoJ+yZWXPJLzptrfPF/+nLu+tlj5PX36LXXR+qd4SxRnCqjpaTYJBJFFBh2pBDDo5DgNKKY+zaCi5i0jvhg6EeorcVUkYUd2HVdeQYerbIHhAqrMMxEjpbRFyhPgV+mNUV81MSidBf0/hfoXFo/GzdudflAhRGazFcSFfQQk0obVsm6mZBcnnH690a8u3nhxJrJW2ESDlH1t5xo57GvvzTba9mpYw5Vu27ezZKPnGDPpUNzsaYLauw2mGlbV99J7RrEcUzqXtuHjEGhgc3ETcnXXgwsR03wYsz3QMm+WVDkZGy4tblW9lEfDUdhwVmz4aU/8CU86dcua9GjaWAYMZ0amcbWJV6GFNy/IZl6tjnZ1WQj6kQnVIbKepbVgJPA5X7B2lYs7MCZSqFTIRquhg19VM5fLTpH4/EJsrejc8sp/8ptPAdv9/T7C4UI7UT8TkAWnvvffYZnPevd3Htyhv/x4G2IRJ78zIf5pz/8A3z+z3wlT/75Dh65zL/50I9A9rVbmguUw27FsO8INnczNPFTqXMITUqmekFGy7jvtStQBVwz0jQD/WjpRotpO1oXZ9ynSdI4J6M5RmhFRRiuhZZDsybgWYrwhmGHf/Dmz2T3r96PuPthd0eLUAnyGytbFOfyOA2VbEmyZ2h43rOikPhLlAKQDvdYVBInU+J5lzuUYqoWNvP4f+8Pmt9/vOfHY6ejYVOwW5IMTShywJZfW/8H+MOvfx63fd8fTpXhGxxR5MZdjxwAx+t/BhSoQYw5SJu00edJhsoVGlZR2MRRVTPG5Hg6jFqdHUNRnzKdVkltr10N2yW86yi6qHWGcFyxPmlYdTWrsSZE4XHVJe5yV3n58dPpP+EyMQRVoUhGXqGxidQs+GoiNU+JRVqMUovbOJVmzZ2M7Xsbac2gyjSJDJ4pzFtUbJkN0Ux6P7UWzStvp2L1RG7N7s66UcfZvde31QQjK6hk9SKLYt6zCtkmWk6CYRM9hx/wCI984I6a9WV+RtKIV0hELMF5sEkq1GpytuWlkc4xwsRvcRFxuTI0DSxnVCFtYYeZf8YUvKskc6AWoZbkGbCVBG0P0tP66FvdC9LPRYO76XdTkDNPIvPhb5B1e2K659dvIsUDJmHmC3wk48RPzx8BvBASQToTwuccpyFahuC44pf0KWncRMMTq4vc808/VOVcu06T9TE5JSd1mPzK8yfDOMwgk7nZ2hI3lmFdcbKuOd40DMGyV20YouXt3Xn+YHUXr9jcyUN+wU/e/Tz23wYc7BGtYDcBd6JrzdgkaEJKlE0vhYA7LgNxZyxdg3G0XNtot2ThBg7qNQeV4rOViO5U0tZu2DEdS9MxAO0HXOHyM1VZhkWL7O0qlhwSv0srINEJvhHGVuc4sGX+CQnWVcdS5c+BxTBaaueVo2E8zniOxyYZqW0roykWO1IM7JJTdHRmIplm+FpOiiMqsZoT8jT2lGCq8yKrB0IKtojsmEArVvkVzimMMEFccjcxq8HNE7xJmGE2NySPf+2KN3aktQNVgoTlJBsm9belqaaExadu3ql5cJ0bepkbs7UtnZckF3YflRfTecfGJxK++K1AX80jhVX0s87IBF80Y0iGlem9E6/PjJN535a3RAA6y9g7vDdF3ENSMJmLY32SZgfoouXXvvLbeevnHyps0VnCsiVWFhkCbjVQHY1UJzoPQw3DrjDs6npYHQnVkcEdG8zGgAvs7a/Zbzsq4+mD5Wq/4N2rfa4ObbkPrYxcCUklXNQE9sMO3sE7/t4zMBcvY1cjEsE3hmHpGFvL2Tf1nH2jB4HnPece/tLT3szT73yQta9460M3Ed6wR/W7B/zLP34hn/uyryAsIhc/aKHJy+4OcWdB2G0JtT6PmNZ95TcIvqF052yHqk95HdNlTqFzyg+Wk+OWTVfhkmy0eid5rg4t69leZSSyCjVDdFQysmM6zlo162zElyD+tes7ufjfb1Fz2eVSYdjOJujUJI6Q94XsZxMSFyM6mTqxcT5H055vt7mnw2gn+BRTQh6iOcUncgkIcApO+/7jz83x2OlokJxrmaBT1QzqkbNtK8lDQ4KaLWUPAqBgWmdHkSh8tEQ8ZfpbTtbM/iVDpgx9cHTeUxtHdgbPBkibWDHEkS4GbvrBd/PW73o2B7/4eu1qDBWyGTGpEhEFQi3YIabKREwSrxow2c4w7EdCrVjbMRge11zWxAZhaTvM/uOQnSV+f0FoK3xrGRc2qU1JIYWHSrHUvlZceXRxG3LDVN1QaVZPY8eCzwzRlE6Sna0y19n2xFMV+tLFiPphs8pfDowUYqEBbMgV+dmDClHoR1vUMFo7bJnggVaGqzhSRUuNbkIBMD91jrM/9RrYWW6fZ0m4Tkkgp/Pbgpuduk/T32qiZq0aRmWFm3zOOajOUCXVrs/eCQGDjp3oPTIn0xujELhUQTx9L0+fa0wV3Efr2M0TtlxVVYWuXNHValVA9e+ziIF+hpRNTS+Moho2F/3a5miIJpsZr452VwavSm2bBOFYmB4sCVKivgJdtNzprvEHn/+v+Lx/+VeT+o1DfEVMSY747No9u2XjDD8dE8SmiaW6HYPCEC8e7zB4y7LqOduseOrOwzy+fgSA/t07LC944rLBty51BGxy3NVrc5uIbwVf66bul4HYpkq5C5jU0eoGhzUxBfSBHdexazsO7JouVHjTFVGAmsAQ4YV33M0vPekFnGubdB0pGKhUMz8/c/ExrXHbwXVMZPDoksjEIITUeRCjuGznfIFFAozB4q3C2DahUiy5GZLkqqrLxBR0y4zzJgm7L1GJuiNyXeEAo4UjYKtY0JiRPbthabqpqxDheT/6NTz1ZStdP3L11kiZB8VDw6ZgKiU2U+IxVTAkQQeNxK1ixcJq0aTOkCWyiIef5pYY7Q7P3NczBHTetSn3PcO3hMJPil4ICbY3P3K3OPNTVqKmboMxnI7eivrcGBAryUzOFBiVBCkQprKm+um5E9RYbnTbnMK1r7gkOyoRbisO7QlLM9KK0UAUiJtOJeMrl/wm1DdlWKrCkQQNwvWP032Y3xegHxwnvbZAF25gr+q0aGgCb1/dxMrXPNLu8uzmXvbcmkYMH/nqL6X9xX2WaJHOvfUBqqYmLlv82R2Onrgsn5dvV2NHPvGW1/Pvf/CTOLykY3LxyMDtn/EwV8+28EPnOfj110NdwzAQK8t42Kpvkuj+6DbTnPIzeF6owbeaYEjUIqA9soRFUCnxCqzzVJXHGhVRORlq1lIVTpCOOVVu3E3FBdA9ywedUzsyqnkrwn39Gc68MSJ1rR46WVY6BKK40i1StEKCTplT/Mv8ZYZSzruBEmd5rJQ1eM7byvPFY0oRb27u+Khx1HvTEU5vmP+Lj9NOyO+Fx2Omo2FTtp0Ve+ZEWlByUiUjFZmvERVLzHYlVoISo1WmcKpEXQc5ObVQwyzGjRqgzdvgxc8hBd/ZPG6IjkD+maGPke+/4zc4udXAMBS5ThlGTJ86G4FCDC8djXWkOo40V8B0QnSRdq/jcWeuEqLwyw9+ILfaq3zKf3sxv/mFLyA8/mb62w/pzi/pztQMexbf6OITKrbM5igcA1WiydUNhILnnwj3ofAK5q9cgTREPAk+FWNSnoqzqjylCr+F408QsS0FlbxZz59N8dOQbQjQ7ByVsKoBat5ItTo5sGOC4q6FpKCikqkyJileUUhGrI3CURLmPZ9frh4q1IykQJUrp3FrRk5Q7piqWj65gvuJY5SgfvnwCAGoiEXVZ3ICz34Z0w2R+b2a39/TnYT58J53NdJ9y504NWabLkL9YZKPRV4Qc8KYqqq5m3HavK/cs/l5JJx4zNC3RMTOhPAhWNah3pIoVtWwigFhFfR5lTkdgnKcej/N20gx7DtNUHUbwWyMdjU6SwiCc551V3F13bIaavpguTwueXt3M2/qb+OWV8Huf3sHxEh94QQzBOzGYwZ1J94cGtY3C+NSr1nVdgS8YFpPgU5Foa0HDhdrDuo1TgJrX3NtbNNtVZ6OmnIdp0IKfOstr2R8+kox+fnZZ+JqjAohchNsLCfqUaa5rs9ktt5ZTfjCYBNMWFRieaaONgZVbhui4yTUyWskcBID3/aD38/bX/qBybRPA18ZQyliiI9FRKGMTxMVwrNRrpUfkzSmG1g6hc3cVl3hjvoRbrVXaWWkEvipz/tO3vp5rc7PYSQmGFNwOkczFLSYaKa1LROwMy8o86UyL8SaUAon2f3czIL6rDqlSXJQad2Zgl/M93w+D3MBxVM6O4WzlJI6Y3NlWEo39kqSWN6ESqV2JdCagVa8OrGXtTKoKMFqg+nHLYfuOIN8mkHH/Fx9Kp9fTMWzENTXZTNWXBtajsYWK4GbqiPurC8AcMm3bGJARiGsN8SjY+LVI+2iGU12/UL3lmkdV1GG0qCawbjotZNSp6LVXIlvYQcaO3LsG96yvoVfPno2r9jcziXv2bx9j1t+7V5u/r2HkN0d6DpVg7t6hH3LfRz+9tv42m/9fzi6w/D43x649989lV951XP4ntf+RW79lHfxaV/728jnXmD5ynuIX7nPwddWHL7iXi1W7O8RbjqDuXpC9cBV6kfW2EENAYcdQ7+jc7vsn7XeR7sBdyy4E8FuwO944sJjGq/8o8onWKKwHhzrQT2vfCpKrr1+36YW6J7RZGPPrBNJfFDkgAiVGF57+XHs/+SrKcIgkARMKmJjCdk/IxcbRJN95XhOxQdVpospBoiTpwYkw2AhG/bNoeq6Rum/WRUwmyMPGDYx8G3/+t/y/uPP3/GY6WgoP2OGqyUWH4LTkKl8WFILUYScqueN8Lr3n4pe6Qc3eMNUZc9BWnGqjtOmkdWncuY/RJsUPEaqOLKMI3v4tOBHxdyGoAQ7azQ5EojGbSmKmBFCL4zLSHUs2HdY4n17PGD2AGgfiXzN0Zdz21FgOOOxm1Fx1GjlcmxMcQcNNWlz3t6YtzDNUZOMTNh0CWqQA+Up0UsclS2VohlP4zSuef71DQJh7RylincOVueb+LxKlwKHLIs6BkOXAtUmjFvBaiWj+lSg3irRoIED6TmcPpFAWsxThyn7Z5xKlLaw4Ke4CBMRfEqS69mYPS3JrOcXUfX6OL2JMVuE2/zzOCf0z5O2WcAt2Sgvd+SguJTfiHMzBMdgbJG6VLnm+X2JiTQfpkue6dlrgqHPsECnkp9FNJFYpceYn50NJW/RrqAmG9fGltbs6DxyCqVZBcehmwz7Yq6mi8CoMA7jLd5bxqXuqrbXbqCkjlo0YDOZPwhhMHSmwtoJIjgGw9pXfNHBa/jEf/n1bJ4ZsV+0ywtvey2v/IgzVGcOGR9/jmiFNoJEw7BvFJZUaZUzNAHZGfVeVxp4gE6HwVtOaNj4itp4Hr+8whAtN5lrpbt1aHrOGjhjlnzEN345T/6JVxPrGrKkZTdMUMRG14oCi6y1szLvEDI1kZS/sjbEJhKTeVpbbSv1BYQdpxVWrfR7BpSwv4qB222nSUQ/zJSnBDMGwigFRmd6rfzG1Fnxi1Dkf9tFz8Fig49aoHmk32XXbnSuusit9hq1CF/+DS/h6b/8emRnSdxdatW5sfhGSfnGq1KfRNm+ZtJ1Z8UpE6nqkaYai1dISOtXDpxUXGRMSnoRk300coJROZDkfD5GxAZo7HXQ2wwhPN1pzNCpeYHqegVD5ZRtQoW3GmTqemXBB3XoTspPeb2RMSpPyWR3+Ok8ooVQRWIdtRjSWXwVGEdDZyzOWiqv8qsPyGERMXla/SC32DV7RnlJYrTLanaWRVbZ9J76co87sYw7lmHHMCzSvuvA78K4G/CLAHXALjzjaHjwkQOs8yzbnrM7K9xY0XvHUHUcVsqV2rUbWtOzZ1SeNx6fIM4SHnyYOI4Ys4MsFsTDfeI77+OHP+6juWPvArGpqC9b9u6tePunttx+11WWpucrn/zb8Ar4sec9A26/RWWyxRAXDXFRsbn5PL5NHQGjfKfqWMdrqISxUVhY8U5yigTwLYQ2IDF1rAarcOrRULc61mrnC3xqp+pYuoHGeIaoSl83ieeKX7ITLVhd786ZjgMj7Jma537fS7jjn75Kx8AwEt2IpIRbRJDKEtsZH8Okc84cLUuB8gGY5KETRKBKhcUgSBUwaX9oq3GSf0aFbta+YmMqlqZnEyo2UrFDlzovwjPrx0xI+pg6HjNPdS5HmIngGY6SFacsMUGntBL4Z75njuVijmBnxyxYK/CT/AqoeoiVQkr2s03DR6ELFatQszT9zE9DF/AQI+MSzOEBcbWGzYbsom3S+cgYML5i9BZptMoQRdvfLkbCkPgCFfgaqpNIfRSQMeIbg1/URXliIoCraoZvU5VztgldBwOamc3NFZOcTAHqXHNeFZMU+lOJav8jol2D0SetfY8MHqntjTuXMksEcyBvKEo+RGBQQnQwEe8jo7H4OJbzqyQbOW5/wORuLDTipsquVw+G09jrQixOFaIbn2si0JtZMFOSoElC9jQP4kaH3stAK7CJgdf2t17/ue9J/9KcundQ7nlWF87VtTxmlTy/DYHLJoeaq6fz8b54J4hXbpHUmeAzm0ty6sVUYc1V9Hmw01gzyUQzSc0OCX4ISsb82df9Kh/31V/Bwa+/icTs1Y02mJm3RsTaiG9yF4giquBOJF2GJfSC31ji7sDGVrhE3q+t53svfTj/7qu/iy/8f76Kh157C+84vIDceRvHdx0y7BqGpTAuhWFnSvRy1VADI8dQWfxipGkH9pcbFtXAQb2hdSopumN7dlyXZF1d6h402oGTNV0c6fcFc+4s8fikyGGHZUts1b0+1MlALgXceR5FmyA9hlTtnzw/QhvUy8IGYjAqFe1Ugan3jtqoyMSRtDRmoJUegE10LBn5vJd8LU95+Vu149b1qnDXJZW0ZHZpew3CVMFN7407NgyHHuMCIQjroaJxyls6rFa0yXS1kpEDM3Cz3dUgO8uTO6vJTDOtIaHARNIzSEFgaKIG2C4WD40YhW5wVCawcENR0CuKa2kfqcRTEXltv8AMUydJhpHYTBj+AmGcrVfMxwIkH4sU/BmLN5GmGRQKnNdVc+NimY/CURiJdcCcOSRcvqJclTyJvCY8cxhjDihtD3GtxQZZwAjEZURaX5LfvJZbCSzdwI5TCGcXKq6EJa0fuBpGfulz/gX2cyKv72/m+z/s+UhdEU2TzEwt49IWblBMkrah1nXRDNp9ii7iO4tPxpChMZwElfi9afeEnapLggDa/W1lZBNq/qA7y8/89X/NP/uov8LV/w3kSXeoKIAI933CWf7+3/lpLox7VPIglXi+82WfwlO/7U2YO27hyT8TuP9nnsy7uzsxV06IDzyEOXPAeM87MXWF7CyR4xXmyhHN+TMMZ5f4pdM9tBXGJgXsCxgX+m9+VGrGKNBHjNdCQ+4oxWgwi5G6GhV2nMbbwg20dqQx+rIk4r1vqWQs8t5DdByFikYGqqTmJJXDLJdIq14fsa6grgqnxAyBaKfiWjaL1A5G4hlWOfmcQ6Wjyo7byT/DB8NmcNTWq9gK055vEz82zxvlalj23kcIGjEGYnzvOdf3pnN5tOMxk2jkVreTXFGfoCc5wcikRa2yz/5zVgwxE7E2Bx8ZijL//jrI1Ba2PEdrUoKlrDoV0Da4mk4l3Hl0NLFmE4eEvXUcycArvvxf8nEf8Tc4/1lXy8YhIU6QECNJOjMABhl14w6bTKicqUU5rWRsDm0xj5JIMRqa5OxkUp/JFXqXXV0TbKqKUAVMpZXYynrszHDuRgFz4cegHhA2MU3FquyeJNlArElqNbJ1j0/DDuYv8RpkGImEFDyRE86k5mQfJYifL4ZZQWkVI23slSgZI8YaPb/KFfw3p+EQMFPnkgmeNP+bebJhY+Fwn75fc5hUMT08lXV97b2fyiMffQ27m6FTs67Q3DejnNwNLr4Q7FNLbHa/54o3+bnme5gT4iy2UKXNI0aI3ic+xJSxFKPJmczmFoRilEKWzod4IQ6aLAajkKI57E2JslNXRS/H0GPYRE02jIfYD2oY1w0gmqRHaybDSx8JXpVpFL9P6VraTudXGA2hioSxZr1x9L3jeN3wsNvlbVfO8RsPPJ0XvegP+KU3P4u3/ZNn0j/HpMRSCskyOBh3Y/IMSPPJRWgCrh2p6hHnPD6oZ4AzvkARgALb2TGTOV4rYyFYfvjf/CN+d/953Pl9ry9y1eI9jAYSR0MTi21MdpRtpbTMlyk8rCxviXZZNikAH+0kawlqJLaShjYM7Bklr//yd38Xz/uPX8Nd/8cfYrxH2gaT5GatEUId8LXFdjPRCYFhN6raVeJ9LaqBvWrDwg4cuBUH9oQ9u06dHeGFb/xU6qseOdgn7i4IdereOO3g5AAqZl5VWRPTz3IglT2IomCNwqfyXlKf6opXMrIjIztGeMl3/D1ue9ODOg9TByFzgbaMR+PsHp/qKha+lNHxMeeH3KijMU1hw9XQUMuaP/qU7+RbPuxjuPsj3bQezLkxY8CMKdDPe5mZXnneyaDQ0NFZhfXYgA9GIYP1hrWvaExNGwYeHA7w0XDOHtPIMf/4/k/h0l88wewo5FT6EWOntSk6i2/i1nPI98WMEDpDlEB10FHX075i07PpwwR1HYLl0rjDff0ZzroT7ndHfM7Nr+bwN1YcmjVf9D1fgzuJ7L/T858//kM1AU+O6U9tH4Tbb1bTvcsr5GSdboAg584Sr17D7u4gywVxd0nYafHLmlibLViqr2Ry1vbKPREPfpES2Som35YEnc0Fu/Scw2jYdBkulTv/QusGhaqmyVeJ58Ct2LMb9syafbPh0Kw5MAOtCK2kjpIIRYBBB7OOx6KEZZIZ7zQWy3OYFxIFMu+01NZmc2SCTd14Xy2y/XFSKpzG7Ht/0Pz+4z0/HjOJhjEBwZbAqMqBUK6ApCqYkUwSh0rsJPUms0QjH6ew7jLbIOYqSLmpAZDJ4Vq2mCqzPhgGb4uShkp1qlxhJyMb0TbjSaxogqfC8/ef9pv8ox/+NJ76t+/WqmwO4kLEhID4CqmtqlRZ3VRNDiZsLKoYwNQyTclEzNWLFJjON+BJhWIG9ainJEOqgHW+EJldxmlmPG3mZqQNei4n/CgPb3oG+X5nN92ILpaZxJhlUf30DKb/NHvlx3Fqo57L8E0mfaqi0p7S+S6Qugw3MCb5EiQJWTvd1+uOR+uYleGWEyGtZlUloAk0ZkxdIJVSrWSkZgo+58Zhj+qhMTtKFygHFjmoOf3ns+9zF04r2ApX2rqPmWuEwRP4hmf9Kt/yHz+Vp734rfnGTyS2+XyZw91mc6lg1q0ow9dRjC+9N/SjozMK0+uDZ4hqIDYkIYVNrNRTQ0auhp5bvuYe7rntg7n1R14Lxmq3xVmMMbPrtErMzBcfEzygjDudx1EEsUBn8L5m7RybKnBsFdr1m+un4Zzn3s8ekcs1+28x2h1cKCyoEG9NSjZyBd1Oqm1WIm7mCL6wQyGCL02/FehadA3TR2r4w+9+Lk/46T+GRTsVSmyWmIXrneIndZkCN5xD/kL6RchjLCbuwqRANEaTgs5pzpQxEQ1HYeTzPun3+LH2o3n6t7wRRg+NEnwlqFt7daKVbN9oh0fGVIBoPMtlx8Fiw9l2xe2Lazxz5wGeWF/gnDnhrN3woN/hRf/spdz+M/dQuweIbZ26V6Kyqimx8lWCijX6LHyT1jYbt1SoZEucQQ0zazsWQZH5aypWRV75Td/Fxz30FRz8+iP5ZhGdSRX6Wdfz9JycB3Xlh3rvQ5RiODrYrDylErP5HBozsGfWpTDhiSkxicg4KnQx+/7ooFKp1SyGkKScrZ0VpiSCEbwVgrWMaUnpTaB1I713xQfKR0NrhsQZ2Ci3LZGYi9FpnMZQLsIUKXabpKWjdtDzPYlWGDunS1mVix1a0AJNNo7GlrWvWVg1s8xrQO5qGon8/Fd9O3tG+I3V4/mH//3Teerfej1mZwFNg1ijPB7Q+zQXg2kquPkcGQYXmkrNH1vL2FqKL0ulRodmTPM8IQKKOWtM+9UYVbzDJFiajeACYlW1MQsPWJPk4Yn03uIkFLPh02I282KURTDzVnapYBn1sHFmGo9WC47BTbDarTGZm84pAd+CS59Kduc8vrma5oTKmApAKpqgao7yvuKl8f7jPToeO4nGrDo8wWR86mpM0WjpcNzoTU7Lc8a4VbXOx9bPcsCUfz5LMqa3mQdoaXKmHUYrxFJgEaoMpcSpFy3fxeHzf4Lv7j8QcY4oKsGbYVQYU4pWAf06B8ClcplatVm9qbTuUzdgXtnKSUY2nCtVv3k13mR30CkAcUa7RXVq98435GySWKrzjxaAnzKmiacSvnnHYKsCk6vwN9q4Z49oruY018U3ZEWsWDouBpOC8fkCLte/KbOxMEty5p2vODtH/b1mp3NTrEc7Mvk0czW0+zIpQN3oyPdt6rzNsy5uOJ5PX9ONjvm4Damr0Sf/lwD81d17OfeCn+B7/PMUbjavqqVDE2W5DpsuW/OnXAhZtz3GybhvDCa9Jj+UTajojU1St4YBz4886WV80LO+ilu9h+ALd0S8xwwaiEplVB3JQvQQxylBNyURS8EvQkgGc9FqxyUKBIkM1JqgjAIBju+IJYYnwdNCBbhIdGHS0q9UdaZ2nqYaaVJ3sEBA8zpmRpZJdSxDECtRmWMtlnB9opmH7qOM25Lkxe2vM6wmFhWwVFVP6l+1neSGx5R85i5XlrPMz+Dvn/sD3v6Cc1zoRxgGZKgwGxUvsE4rrHZIxolG1xy7EYa1o1s4hmbqnOWCAKgQwgPDGW75gf9OPNhHqoos4RkqW4KqubrWVsBfqrixrGtZXetGXdmiApfmYi6cWBEcqcspKbA7rZxXBvmjfD2bAzeafsLkRVSZSd4WdM3P3JFACu5ycp94UuI9MhjMYDBp7J5+9tf/K2U5zoWyHEwOM9jiJmhwnxECQ7BqGhhieUl+k9SBlzh5PxVp5fS1GdO82liGqOpbvkoBduIC9MYmCXDPwg6cdSccWK32tzKU5xUEhhh50fJ+li/4Sb53eBrhBKQfiKu18u+cmySRjZkEFCqnECNn9JUms/HKWchdwJC4GHruEUQ/lww7NrNg/VQxSkwqNOXEdvaq07VlmfO5dCzpOXvRZ+7/tEX71PgqAyrvUWb73/z767hD6Q1E5m+k+///zLEdf/0Zm957wzEvkr03HO8D3iOPmUQjH9ua/2ar+vvo/yn3jq//2+u61jcIkLbgPLPvY5CkJuPxQYOkmDboTDDMvgBZLhHSxiazSWl1AZeQ5EODTQt5Ik4CJkYkmqTVT6q8Q6gEaoMvG+60qQcnU1JhTyUYbuIWxFlQPxXPtwf/dZvz7L5nz4ocyH/Lwx/Dm54P0ng1eDK5S2CZq32VICFHbZFCBr8OxjYL6KUE8/p10SifqWNcNwRk6sjYeQV4C5Z0/f8r53HqkLS/ynXjYvuP5yaTmUg/VU/H4mQ/dYUUspL5EAWqdDpJm+dpmUD/aEfmTpwOLMorV6kk4YPtFsE/wxCv61plImrpxFE6UsZHjBfljJeOh56HBK3MzjkjjwYhyW36rN4GKKFfbIL/2DRnEkE9KQSZUaDz6baY8hzV5CsFRB6kogxArbiTuoezBy0kLxdKp8DXWZ2NIv1J1qJ3AeMC1gXaemCnHtitO/brTQkwajNy4Nbs2g17ZpOc69fsSE+bq+pRXewnYvNsgBaCf/IwyVA1o0lVCIkAH26Q+KXuYQxMDu3elC5XJn4O0dAFxyrUVGFMnRZVxWpEu7KrsSb2K6QfwPXamXXp1aqniQQl5XMkSBDGAykqV60dOVOtWJqeVgb2TE8rurZLXSN1XeZo9gLKfIC50la5vnkAmLs6KU/I1WWBrUQvH9mNew4FWcd+mnuz6vjcmCzL6xavnXngeaOgLk5E8NO/2lZ8C6WgU2FwxiPWgbke6hlzsSYHktOwLqpDyhURRoJKFxvluHUmUjlP721RQ2pMzSo0HIUFrVdFwW953Mvwbxe++jmfRPZPme5NVHhvl+a1aJcpJ7YyJqlyr3NdrJKOjVGj1XVfIcAYVZGpD47hVEk+F7X2zDUOjNCKpRLLi5ZXedH9r+YzX/AZhEcuqc/EzpK4tyxKedIPSd0RorXI0KlyFrofxKbCHywYdiuQaY9SDmTqZthpTM0lzsseYSJSe4UdO49zKYG0yvnKvi3zxLYyynHMc0v5QWNZaysxfPJn/S3u/KM/hMzNMTdeB8wY0p6p55/9VQtSI49Hpq9PJ8C5dmXm+5ZMkPXT/k9ZpU25s+8//rwej5lEw0qgsrG0HLP+9NL0W9K2uRqoleEZjGK+SWc5zrwIzlyMt7C1Nzi2JuYNAvJJb1phBioJ6VklmMw1GXSSBhgYeV59kf9yz3/ls5//6YTLV6YEY57likzreSWTpOOMAGk8KXiTYiqkJOekCJSViVLVIm+G0aJQj1SFlaT5b5PqxE7ds3ADS9ezV3XsuI6FHbbue2v6Im0L8LfOvZxv/71P5JEXqRQpo5JEGUY1evJh5hrNDHrCBAN6tOPU/Y5RGBJsTathUwtaq5Jx9jxSlSjG65/vrL2en235NydwMw+NKKe+z9K28+rpDG42eWdsJ8rzBPSGl2tMapNry1xOJRxxXs2dJWdbMXsKlnMiCWzhxHMlMyfGoIG9+r8o+XeIgU2spoQ4zEqi4fr7mYOe+Xnk05gnZjnQHZNLceddgemVjS1BDHKQayTi6fjnH/eT/B///tN40t+8B6pBu4EhEkNNMGbKkKLKPErQJCL7SpTOXwqEYhXLs5Wcu0Up/CVm/2cryRCdPwhTkmEDVTViRJ995x3X+lYLA1DM6TTJTMpps7HQCOwZx19/wV/j7MXXIIvFxHVKfirZpCtX2YNTKFFIOO1MBI0OxLLNNTtV0TNmGqdZpnsMljHaYqCm3JFUVU7naSTq2po8VqTX31sfsUcdEiPVbbtEK1RHA+7hazz/Z+7mkWGnzI13rc/yluObMRLZrzb8yquewzP+8VsxZ1uFTNUVYVkz7tb4xkzjK8+9GRx0zgcpwZ/N/hmh8EJqoxyNLDldiSdgUnA/FlnnF/39l3D43x9Q1TfnSiUmJ/sFRhPzGE8DJ9/eOZzx1JHFGIZgy9qZycGrUHNh3J8p03UcDS2hO8FUlXYQMswW5cUAiDeERogyqU+N6b6EJiq0rInlvjjn2V9uOGzX7NcbDJExBfg3uWvcUT3CodmwJyMP+QX/6oFPgGaW6MSIXSlHKtQTNFmdtCOZD5mTWwJINARf0zeesfXUzUi73BSxkdYO3FSfcNfiAgd2xaFd0aZEtJWBK6FOZn4Rj3qP7JmeH3vFT/ERP/h1PPFnLxHe8FbkotN5s7NU8vTOApxlOLOYFsLEuYlW6A9rxoUUERUgiSskL6dK8IYJBjqHHpHWiiELWggiI4t6YFENZQ+tjWfHqQBEY3ScZXXETahUCCFqVzN7U/ziT/8wz/63X8kT//kf6ed4T8KdgZVSvPOVITRGiezpGnStm3E1DVvFyC1DR8hI5uJRtRY17HRG4YZdcEk6fg5JHthEyxBH7PsAsfn9x3t+PGYSDVXnmAi+p49MCM+HxtGSgivJ2CuKXOgNArStzaAkIbPXPAlRXMVE6EuQjxzw9omj0YShyIVmx9UhWjY4qhjw4pOjZtadS9CpEFXyNlWKTYwEHA7wPiKjKaY8oSwmyfE7uYAWDf0cZEa2zJOmyl8EpwRwY7USUzuFeeQjk3RzwJ5JYOEGWcEPXvxoLnzkVczuLiRljFg5VWtxaQMUue5+54p4xtEXd+kMCb5BwDw/TpOaM/QmB809Zoo9DdpWd2nDdFZx71YKfKYYHuXPitO4AK5PlLbOT89lUpVJjvZMEInc1Zh3Crbuppk2wxwYxpxsRApUCa4fv1MrfTZXcl4QJgGDG3USTBZWkFDwt0P0pbuQpEnKJl0Uj3wk+syz0Qqq8VphFztt0MZIwbdHr13BUCBUOo9gMjE7zbXZREsXR/7w5EmIwDt/9C6e+OKHpsTHh0JUNYM+oCCqvmR7fVgyKtzJOCGMCX01JDhOBb7RxDHUsTzjaCA0IT37WTDpUtXUJbhUrbK2jfPUyZhPK4KhFEosEzcg83QgSxyrUZ8naoKZBQHyvc+V5JzskQKG8vD1XJXMup1UXZfTJgW9cbA457ckV7PU8LFXo8ASECXOzGCv8Sk3vZZ/8qOfTN2MPOEf9rz9c84TXOTJ33k30rZQVzQPChKCSuFWjpd/xfOp77vEuz7rcaweF3j6t71N4S4iXFrs88zqPtjdAWMIB0vtZOR1w0lJ1qKojO+4lMLNUKUpCKl4goulem5tKGtabVXpamF69uymeAHpaywwxqt3WQ5eW8O14+0KvrAN/5yvC7NCVczrwvyWe1Vbs4mIPXjL8djQ2JHa1FrljkMipfdFRVE7GnaC1+YjLWpTh1iKeaZ2GNStPgyqfiXBMKbaQA9cjlLW9DPNqiT4R2FBiIZbrefT/uRvIj92E4c/9zoQ4U3f8XjO/3rDTb9zL3HZEs60aV7Esl+aQZBG1a/GVp/JuBOJS4/UnqoZqWudIwC9V5dsGRoeBLrgOFufcFN1xNL07Jk159xxmSd3uCt814OfwB//2AcV2XYX4C1fdEh15zPxXthZ9Jz/5w3Vuy7qFIgRuxkJtU1mg1ZJ1GbyydiCHG0lEpS5Fuo4dTmqNNZMRFzUfTRxs0ZvWA8VPigksUnXmnmlS9GCXWsG9u2GQ7NKHhqeVgKVWJ71o1/Bk371eDoP51ReWJICo8vcwtl+lYdH4aNN519glBlCmX+c45p0GOE637LTR967lM8nuEevmb33HPFPqST/rzjeD5167zlyEOnMDH8vGXIyKU7VTBCUR3mj6cHGWFSntirC82M2aUvsFkQx31ZKRXYbiiJKrHOmyNXNj02skhGWBnBDDPzAq36az3np13HwC68rAYRYA+K0arFFpM54Ug3gyAlVUJUfgEAkWYoWLgaSFsh6glLlBRLSopMrY7MAOb8ypCC3exszsDRd2ZzrgiufNkQ9maht6sFr27qeoqLCzcht6OJaPlVg8jXLmAjbNqpikZ24DdnrY+4MfiOIkt4bNeGK3qt6z+zIjuBbi/VsXJRKN/PKUO5mMOtmxJJszBfprEaWk88humR6lAUMDI0ZJ2yxtbqpnPLRKHjr7FmRE+FyHTeuos7hUxnup49o+/0zr0UDMK9wMyAOI7HrIfGJIihMprbkjHCOB77u/qmUEjIIoFBDbyKjtYRaq+Fbfg4zmAFQSOGWyBed+W98+fNfjgH+TvdJ6R5VpaAQ3HRNmgxl5RiV3ER0HvgWxYzvaJIRKk3A/a52HsULJGdl8RqUhDYoVMqgxM8UXFT1qJr5zjMmkntV98kcbkzmcIFz1QkHbsWO6ViaTnlOTLKRrUAXA//m936Cz//ml3LuF940iSo4S1hUhMYSklkfQXHkeS5JEOyQKsplPsUS+MYmTMGRifjRsNlUJclQozFTqtuVeJZWClTiruoSFZGPXLyD3/jI7+WSr7j2iw132GP+2mu/hHiyIp6swBjM2TPqVdA2DDctqf/kHbzjy55B+0jktt9fw96Ocg0Wi+S87Qi7C8KyYlwkwmuGd6Zxb8bIuFBVoFKpLQUJ1COk9djFOJmngbrQe8vGV+y4nkkuXe99LpwsJXJgGu78sXcQT06gaUAEGT0xzKKzWRFHIkXhLP9OAzqZusuDQRot5rikmte4EScTGXoT1KcgJE7MJg6cBM833vLrPPDmJf/Xh378bD6ndT7NLdOHqXtAGhsRTZqTlPm4E4j1tO4DtG5k4Qau9S0X1ru8MdxK40becngLf9Je4Cuf/Nt8zxf+RcJPrLGHhzz921dIPCHu7+B3aoZdR7evXk0YLSgsLnt8bWeJj2A78MYQXcAPlk1Qh/IzeysOmg379Ya91DU/8TUnY0MXHAduTWd17h/aFXfVDzNEw5fd/Dtsvub3eUp1jS/7yM8lXLjI2//Bc/mvL/h+Lnjhaz/pb8JwRNzfUfGEANKPiDNEnwwaI4w7FkSTMxm0eOIrod8Vhl1NZEtnSmb/zpWZUnczBuXXeB8ZjGXZ9DRupHEjS9cX/6/c0VCYpEnd2pBMU/WZdjHwpJ89Rl5zN7Jo1RE8d9WcSbEBpSsTzZRETEiNqSC13aGPM9EIwbhQEBohTPvDnP8IE5x1Xtj1CK3E94WY+f3H/4vjMZVo5KLePJj809SO7hnXmtHPCXywHbSnynBud89JVVuVbNIc9RQzpLzp5UQjHyrXmQh9UTkaK9+koE1bwHPCF8AtdqGTPszKDMNkyqP3IJHRnFEscHaCnZ3j1mWGadFBtEpbkoy5Kktyzi1V+ekWFLUkbfl2LGw/qSOlDoePKj0KGm87EzRByt0Zo5KKKjN8+hynpHAruM/PIk7xhcKrUvVYpmB+Ohcp9zuTKLNcYlYj2zPCQuqU2Bi0/50Su61Xfr56fhPvhVkiND+57WcwFwjInYxJLW1KkCsZCxl0fhR/jxi3ZY9hko9MXZeSDM/vWe7CJW4BedwKW9hhZ8JWsjEEdbQ/kgU7oWdpOvqoIG8rYfLSyIe1qvAikgzMNNnVYDedS1JvCaCqUzKTg6ymzWrwlt4HuuTjcDzWW5wbI7EE5pUEluLZExVWiDEqIdlOdEQHqigzqHtxcEnSNhFA1V9GK//R6XnaDZhOz786TnKdScoym83lCqbUAVNrSBCCXlcIhm5Qr4b95Yadui/Y7NZOfhGgsrGWwNJ0LEXN8bJogRXhjGn54o/+DM5eeB20zXTPjUFGdaoWidg+Muy6LV8HCdswojRw9N47MGtLqAPUGly7RpUjxtHSiTo379UdZ5oVh9WKpVV45H39Oe5sLvLH3e3smE55GrGhlYG7qkt8xr/4em774dciB/twsKfdwqvHJSCu/8c7kbrmzn97t8IqxSBtw/iUx2FWPebSEdL1mMrhd2uFrIiOdV8nA7JKCnY+jzO3gcFBbEmS3To3YxBMpbCpphpZVgOHzRpnPJ13XBmWNGbkLMfFkf3Q9NSiqlO50ywpwYvWIINXz4IqTM72de4spy5yXudm1f1AOrfRMI6GpqIoEYVocBJYJAUyI4E+Oq74ZTJ79dTSc6tdJXd0iwyjJvt1pedjPH7pkupQCjpzUSqvg6NQXzGMO5HQaqFsiNpNCFFo7ch+vaG1aih34NZsouPSuMuXPem/cvjmFf/2BR+GOVkT9pf4nZrQWEwfsL1gh2nfHBaG/iD5NhVeYCrK9IoqsNXAsu3xwXBls+Bq13LQbLh5cYSVyNpXnJ3tOUYiS9Nx3nTsGOEoDNzvLRd9xff9/n/ikq+A3+X/fOgv8pa/1GJ2rkJT6/pQtQznFyoUESKm80jvkbQeSDCMC4Ul+2qSry6FJaGMN+MF73LVKY23tJWJTfKwNrCoB6pUHFW1Kcue61KndlpLd0zHJlYQlBi/l+Sdl6JjzlRO4Wp6E0iDMs11va8qfCEF/pldzOMMYk3qzBK1cKey8YCLhMEidizS085O3Yxi3Je6y10y66sS1OtQVqmx9v5M48/j8ZhJNFStRa4LyDSAHMsrk5KGGHnJB7yIdnydVqPCqUDNmlIJysd2kKZVgBL8xnknhPJv9KaQQeeY9yloc4r/NZJk+mqG2JeqhUfYxEAVBx7+Kx1u8xx2f/0NGmRmiMocDw+YURcuLwYyBMVsd2b0gqZkI8zykVLJyNUYiVuV+BzAN25Muv+p2pcWmXzfJ4lWz46MNAKtWK0+x0AcRnCpOh+TmVGRkiUF7GmxzHK2udUrUxemPLl8bZlfECYJvsKFYCI3WyJ1Or+aVJlHeMbv/i2e+JZNIg/7or+ui7TRKnHxJJgCt3yOpa0+w4jHmVmfkj2nZENkcrHPsISMzc+J2lDOOZHBK1d4GUWiuYzTuNXNSB95fXJ8es1PyfRctjDfuzGdQ07SIPNcAiGN0ZPQTF2gkAjY3issJj+fUyTYDFXKBMrpGpiUjwRCIiP3o8Uapwmur9hP7tT58NFwwe9xzpxQmcBJTsq9J/ao0kw1LYsyBkS0kgpK1rUuTn4DRu+nGSSJLCQIjkyQo+BiIYdHE9X2XoQYLD5VqOt2SJBD7WjkBHjwlsZOrtsuGVxmg7jWDAWCmBMoA1zwhhf81t/mmZv7lRDt3ASvjFGD3TQ2ht1kIFcgH1KConnSaQaFl8ionU2JQhwNphmIUNzRI+rSfjLUnGtOuNjvcuIbDt2Km+trnISGVlRJz6LrwHl7xKGB7mOOeOfBc0qCc9eP3EfsBy5/7BN45NnCk//x25Hbb1XTsQz7qivMZgRjGG8/W7x2YvIG8O3U0TCjwnB8k/wzrBqWhhrGRUw8mzTwe4O0Y7plOtZbN1BbXdf2qw2HbsWBW2EkMkTHKjTsyMgjo+Ov/+aLeebmnu05VFeERVWKPFmdyAxRCbjJqyWvY3mcZ7f4DFHNY6MbnaoRRc/JWNOYkd1kmlfLyHl3DVCjxE3UNewdL/lAnvQf74OuLw7dIVW3ZYw472ENtjZ0Zyy+nvaFaKA/DMovMhHZGNwjjivvPM9Ddxxw661XONOuCVF48v4D3NlcTPK2OoHe0d/E27/yGbQX4eBtA+3Da0w34ozB9hX9vmNsDeNCOLldWD1hxO4N+BOHveqwXVqkjBBGwwj0tad2HTt1z1849y4q8bx7c8CJr1nYgWujwrL27IbHVZc4NCse8gvaMPKvHnwhr/rNZ/FLX/gdtCJ85u+9mMf9fMXeb70Jc3ZfTe0A6Qfk4lWaS9rdGA9aQm3xexWhNiWBzetnFjEAMBl6iD7LcTfq2KvSupDHW4JTCpQ9dPTaEbAS2K06lq4vsKl5LJOTjD23ZkcGdkxgKY6F1KRKhnIzqqqYy8oYihy7b21yNJ/2TUlFHnLRh+k6Jk4kZc0WE4lJGCLDKPM5jsEwGEODlEQ4CxfUqRu3iQbeF+RtQ5jdkPeC432A1/KYSTRyRyMTwbPkKmwTbBXuoQ7QKg+ri5qkoC0nHBK1xXkdJCatg8VlNTUY5PTYjFBYblB00a3R1vxolVC5ZWZzijegiYellRFP5E0f94M8rf8ynv6LfZLns8pxALZ8cALJ/TjMNjchpE2vLDS5qpmD+q1rjSnQn5INI6o1X1mV5Mw4beO1mrGwg5Lwk/Z/KwOt6ZOjqdBFWEWvgaok1ZiqKuooes9DSuIogXCUbXgXMQVFDqinTkI51/RfM4k4dy1q44s/QWtUf/1aWCjsw3RYIo1UPO0fXCI8fBGpKzBKaFT38oTBzotwhmScIoSU+5kDu9zVmOWDIlA5P0G6TChqPl1wLK2UIG3HdCxlJD1pxmiIQ6d6+QUTLls43HwTjI+6bsZpk9S/n4/T2ddMHbjiZB9Ow6b0D09Cw1IaJQJHr/c5X5xJzzREGNTx3TiVrJTUBTIevCWZm6WM8RTEK3MEohX63mJMKOdWJwveIVpWoYYRVqHmifXFAi347kc+ij/53KcQh3fpT9Yb4jgiXQ97O8S9NnV+JiUZ20VsF/GtCgkU/4XkXg2pu+G1I5Sr0n6RIEdmdk+B2FlGp/AclxRmFm6gDzZBDvU+V+l6GjNwYNe00mMlbikNAVQCF8YdnvYlryMul1rBHEcNMpLyUTSmuILnANKMcbaGKVxFDcUoQbntpqBT4ZUQeku11ETJGIVuZYjRQ+s9hXukde7quMS6yIqapek5tCeAQice8cJvPf/7+PzDL6D9uiX4yAt/8XU8sb7I1/3cU3jKP/hD5PCA2FTIakNsauKi1nkHyPEas2zwO00JnIYdDQKzbKvxEduradrkB4Ri/1MBRYLAIMQdTfCc8yzqgZ26L4TcEIW1r6hNzU0cc84ec2hPOGtX7BnPHp5v++ifwbwq8D0v/evsvuLtqXvgCI0jNBZf63Nz69QprqSsx9FBrKY1zQyCRIMHQh1oF56mGgqHx0jk2tCWhB/gVncVHw0322OWZqRKg+7X/va386Uv+zLMPfeqLHpTY8aAd9rhygpwUcD2pihzZauW+rItibdvYNgLDOdH9s6saJKfxRgsr7h4Fz/20Idx7vCYF9zyDj7x4E940c7dtJ/70/ynL3gh5mjD+klnuPqkCgnQXI24LuC6gERDexEkOLqzFvY9/uyAHxJ8KQiMAseOk9iy23bctrzGw90enXdl7nTezbrBviiTDdFgJPJNt/0K4X/7Va6Emk30vOYvfy/P5ct55isSZ2QYiXVFXCYzj7z/jwGpzLQPpTU+u37nfdS32hXwNaWzGXMQP+jaEGqSf0bEuIh1KmttRNW8srHdmPy1qtTRWJqe1gxFhn3ProufzpD20t0Ml0wwWn2ASe45Q6pzBz7kuT+tY6CxTpgrFaYFuBRRg34Tg5QEKSb4ZOY0Zbnr7G00BEdl11tKbR0W876QaLz/eI+Px1aiUb7WSuvcQ8Ny2k9DCoYcUJlQ/c/TxJu3E7djyRIsZeztVnG4RJblv29BZUTiFrYxa5I3oiTQyYRJ/2YThSp4WhtS61UD9SIhmPTSGUSdgAuXQZK0ZZLqnGGDs5lfwZVGbfeG6gatzUohL3kBOq2k5UxImt+hYOVDFFUlCjU+kdeWAo2YtFhWxHGE0SEuQC2TSo6bgmLlleRzowT55etEamTUVnCUUBSdrJ2EAfL9ziRnQ0z8kb4shn1U/f+sQY+YKaEzM5OnOHvl+2mmV/6bOflTk4+pK2RtuKG/SjaZzHr5GfMeEDJbxJD4OVn/fa6Qcvq8ZglFgcrdsJuR30ImQvgM8qf3bzspzodH6KPhhct38Nfvfzef+ZF/jXh0PFWkjVEOjo+YIRCchVY/U1WPJAXCKWkcgIai51/022M277OMlSkqJ3O43hAtJ6HhbOKsfPW5l3P0a7/PVz/vU4mbTjsuAHVdOkJmDJBgZhIE23nGpd0yYzS9BuRmTMUFo0Zd404sc0hGJSNLJ1oRrkKRs5Ryb5MKWt8U3Ps8UF9Y7WCsQg0G9mXNWXuMlUArAxWheADJYqHrlqsmzk4aB+khpc5n+rHIhM/O+WkKPsoYyIFFIbNHMBHvFc7jHGACpPkE0NqREIUr45LbmytcGndY2o5VqLEE7qgeYScRqAfgPz79x7G/oI2fs6bmL33TS3jay94EZw+RRQvXTrQI1PXI6Al7C0JtkTO7StJ1aV1L/gUSBZ9gSbYXUoFbhQYck/9gnYonubs4M8fTuacdxD5Y2iQxPAV2llaGIivcCnzE4l5e/OGfw+7qLeoiXWlnNsNuogg+qV9l00DFy1MkZeNSkjFqVF5Po12jvnN6z70+0x3Xs1t17FUbdm3HECzv7G+ialQN6zxH3GJ7VlH4e8/6ROLxGwjWKjXMCNG3+OUuoc5iG5qUuXWgvSL0O0AUxiWERse08YIZoXnEsHGWk+OW87sn7Ncbem85HmpiFB66/wyXzjzMU6tHuHs4x0991Achq7cj588RasPxE6G6poRzt9G9aWz1nvcHkfGmQQdkZ7EnBjOIdp9aj9kZOdxfcfvuVUIUrvYtq7Gm847Gjty8OGLHddxWX+Gu5iFaGXhw3GPApqRjw57o3vT1H/s5xNWGZ9r7iT7ApqOIqhgDlSMsW/xBO7loo2OsOvKERAYfW1H+T+p6EpXbFYdUeGgj4zKW8VY67aMoxyt12hdNT+tGhfkStdAUVTJ6EXusJNhk4mjNuZwGOAqRv/lBH4vt36yLZO5oDCO0M65GWgtzB0NK95W0d8nWGiCjQB1ni4T+Z8lczTghBU5LoG/7fWTPJeEk1rTy/iTjz+th/uw/+fNxnHbMzI6aBTK1VfKfGd2kSoCcqkoXmdA0CR81QJsfkdJOnYJR/T6mIDerS+RDFxdbEg41Q3LJfCwrIQk2Y4K9KOSoQELCFFiQYFMZQZHUm8p6Eedu20wLYD59k5Kt2Xlj9MLnfmB5kcmV+OmeT1yCTM7PQXzuKlRFIkohK2Injkk2drrutt5A2WmrYpwrNOm8Y2oj5PPMIgGT/r+liw6PKZKcrQwaCMXAW//uHcRnPTndNO184ex1pPv55+fkbUvdh1PVeYPicxMEJVeGchJkiEoClHmAo0pKAHWSZN6CB57y0LjuOC3He3oMy+wVKSpPNzryJrgKNR5JsKnUhUOrsT51f4ApCR6mDWYOPcjVZ1OkZSmQGtNpwC6jEJOAgU2ysEYUVnJhs8vaVxPnJpqyma1Cw1Gs+K31nXzi734lP/3aX+Huf/pB9M9/hmKZc1DuFWZkTwbqqz1mCIyL7MOgz8/0UJ1E6iMNbkMN446eqxkkXYNu0OKFWEdilcjgUZWzzEzRCCbFrHxUxrNjFX+fFdvysYkVlsih6dkzgUqEO9w13vL9T8Hs7kA/JIy5Vq9jZdVoDJAh4FYeM0ZCJYyNvoLT5226xDtJHiC+jhNh1KeqbG/muWxZy8ZgWI8VG+8wEqnNyMVhl2tjy8o3ZGNHFbcIXAk1D/qGS8ExAK0Iz/39L2X3gV7fe7UmHp/ouHGWuGyJiwZZ99ijjUJZGnVoHpeWYS8Z+K0C1UqfzZDIueNCEw8JmhyCBoHRaGWZxmOWE2RtnvTXxnNYrTms1uym0n4lPq3NupP80slT+Nt3fjRv/Ke30n/wk/T9Rz8pPFlT5pXCqJhgn2keFJ7SHLaS7i9pfVAZUa3gz8dNY0Z8NDw4HhRH7CGqmeHd3/003J13TGpkIRKtxR73VNd6lRHe+BTwp46Q0zG8eAgW7xbcWvBtZH3bSPfMNRwMhGsVb3/TbbzqDU/mzRdv5pNvfz3LP1zwCc/5Hzxj5yG++b5P5Z/e80ns/hys/vIH0j/hJuorA0/6uRPu/NkLXPzIgfVZi2+E1c3C5pxQXxEWb6thY7F7KvYw7HtVnmo9xmhR7mq/4MJml6v9ghiFg3rDTe0Jh9Wafbdh5Rvu3tzO67vHcxQW7EhfFLke8Hv81V/6Kt7wzbfwpn9xB+/+9Ltg0DEnyzatB7mikJ6Pkem5pWcTnDAsTFkb5vyyaCZ4Xqg1DjCDlK4GJmIWI8bGgnjuR8tmTGPYelo7sON6JYFLTJ3ahiEqvHonCas0aW84MMIvveF3GT/k6WQn8NQqZ+vIoja5C1+KeNPeWdAC6VrFM8UuZnuzzVvOPOGYH5nTl+XZs9GmR/7U8Om95pgu8L3n9V5+PGYSjUxIaoyfBbtT4FvcqUuHQyv+pSI8CyALFCawxd0AtqqDGeoxryCXP8t495ATjfSWEYVjxKkiOCe0rkLNJlRF3UTx2cImRq2264URfUgdgVE3uCxvmjkNCaMpZeNjqmh6VIXCTIHddiU+nXM2GJtfl6DqObOWaeadGImFl6EGfbPqBlKUibbvp6RkTzs04iMyTpWUwteAKUnKp5p/HmeVWRsxpzgxw6z6mjkQmbiWZY9zxysAb/ib38uFD9nX8ZFUneI80srPep6o5aBiC1Kl5zttVrG8RUmCjEJp6jRu514VrShsakd0U+xjVKljoJgypQpq6R7kZyn5Wcbr8bfpXpoMVzp1ZIO2OYdE76P6JgzRlkBYvTRUUnaVLzTDECFJyQ76XCMlkTSjdqp0Q6Ocu/5OtqGI+a28MAyOfrRl3DVmpA+OY99w7BuGaEtxwRJ5Vv0A3/GCn6aLI4//7UD7hvt0rniPHK0wq05hJE5lILNhX7UKuE0s88Q3pCqwJh62o2zIZeP2FFM/TJxekjgms8S3cQm2k51/003IeG2tYk4J2tJkMriuXbdYx3/48B8i7i63OxlWieAkuBFW8LUhVHpdrlNyOJEkw6ndQfFQnWhHwHgNLqJL/iBR8CeuVGJFIst6QCRy0tdc7Rdc7hccDS2VeM5VJ1wbWy4Ouxz7liE6LvmW8wmeeCW0XPA1FuEpX/sIzR+9DYDhQ57KV7/y90rAFK2qZw037+n9HXzhpilsSqFI6gnABFd0E9RS4S0Kmwp1KFLD9IbohaYd2Gl79tsNe1VHQDgemuIPctadcGd9kUN7wiW/y0msJl8bMTzj6+6lfs09xM1GK8lokjHuuOLpYbswrVFQeD6mT2N/vva6qFC7Xu+3wlSVMxIQrvQLLvU72i2SUILPo9DygF+yiYYf+ZgfIhzslOJZXK8xRye6H3S+3Mco4NYB20cd030s87K9GLErwa4N8lCDXNIOW6wC9X7HbQfX+Mm3PY+jD+r4jbufwS8+8Cxe99DtyHef5+QLd3nuP/4jvvFHfpRz/+yd3P+xu7z9s89z0ysqqnVkWEwLUaj1+VSXLby7wR+O0AZMO+KaEWMDm3XNvRfOcNSpxO+ZdsWZZkVlPGtfc+BW3F5f5vbqMvtmTWt6roWWK2HJtdhw3p7wgy/6IT7gm+/jaV/yOrozwm2/4qHr0vPQpDbsLYhpLtkuEfqN4FthXBqI6rdjBkphZFxOXK2MCiDo3pkJ7hlKGb1Bihv41NGuZ4IqCzsUREbuYMzXM5WJNViBVYx80sd8Bu6P31ruZza/zfDJAuNKe2csPi9MBYU4FcTmCYfcILaZx7zzjvckbpPOOWX3KtuvRaC5Wtb7jz9fx2MGOpXjmkykupHiVE0oEquABhxhFrilSShRCY+luiGnKurkjsd2y3H63Sx+20o28qSM25hGY2hmlQGPSR0NBzJXcVJnUXvmkHCyItnZUiBUPjIRw6dOxryDUXCXzBef/HdJdaeOWwS2KCgPRRIkycQtFSdnJpPE7E+xiRUt2inYFyWx9jHSMTJEq1CP5ApOgn2JUZK1b1IlLmpCZMasYU5ZtLPnAkUlK11jr462pvU4p1wSI7H4L4SE3W2NVs/Ut8ThEQywFMsnf8oXcss9r6dIHYtM3Yy8ecuMZD9LKqYBGUviodCpeJ20bRkPTIlxdapFno9tdSWFdZ1qM219dDnidhKZ/51zjqaEWcALUlMM2sZkGLbxFUs3qM+H+AJRAlVEqQm0kpLhrieu1rCIihGvE3cgRGyXMN5ZkjTfqqB6+jFJbGr3MJ3cYIi1TPORaQ6tfYVLmPohBYebUDEY5ThZGXlG/RCVGEwXNTnP9yvdM/EevAFHIu1GgrNFjnRO4C23OZH/Qz3dbFWFm93noBU84wJiZl0soBsdu3VXxmNjRxa2L0T7ITqWKJdo32zSOB0ZxNMCr+1rvvWZH47IA2o6lsdCjMTapesKRCac+dxIuXRn82sOE50pUWUOStxRBaUYddx2g2PwlsPlmoUbCl/mxDc81O1xW3uNm6pjbnLXsBJ42O9xz3Azt7or3G6POG8ju6blv7zq51iFgef98kt45tfdzXd99F+GRQUxYo5O4MTA4S7jmSV+4TTZG4IS1q3K15YKM2A32rmJVpNDdWhP3aYxVVTrgN31GOsTPMmwGbUrc649Yc91OPEJtup4xO+yYzputVdZmoEqFSfcLeeJ6zU0jXLNKpcgXQHb+ZTgGcJMWAB03TIywT9LLOeF2BmkCbPKt3bBT8YaZ3wS3/AlEPXRsIoN0CWFushT3THdLTu092u3Cx/AB8zRGn+gMq5RhGo1MraW+lpAdg39jq5nttfkurkMZjB0Z3U/qC5b2otCcBVvu2XJzc+8wOKWgYcv7nPld29l/52Ba080/NV/9iecdce8+NVfgPsfu9Rrnds77x5pL6w5etIOV59qSlGmTrAq3wj+LLhWE4yxt6p0ZCK333qZmxYn1HZkNdY8stnBEPngs/cphzEarsUFx77FjAd8UHsvd7hrHBod2jtyle971U/zeV/3ddz5vf+DB39kF9m1xNUGsUYT9soSlhXRiXY6xwT1rK0qz9lp7hSOIIm7lZ/vHIoocUvaHKOLbkEE2Bk3L1rG6BmCpU5FiFy0y0XHEtukn3QRwjvvV3W5tlFeXJn3+pnFsDPP51ncEmVaYq9DCMziGgminE3m2812NyMXREMU7WIER0jPBWDAlsLe+48/f8djq6Mxg05lKFV9yvAM9KZUMoPs5GMWRM7eWH91OpHIHY2t4DL9m9vhUSd03jCycV+Igsu67FHog6MLVQmULKrg1EfLSawJSCECv/Hjf4C/+BtvhWHI0X+pbotPFb90LlvdjRwAXde9mFcz4gRBKn+vUWk2Ts/Xke+3M1MlYwxm1h1Iyiko/KsiJg8N5WjEGCFse1TMjxt0ZK+HrmVs/DxgAuVCzHPJVIWd1LGkBHS5WpR9KoYYePtf2yc89Y6pFZ2C0mLWlxxVt0+OLV+P+UnH5Ao9X8GNxLKhBKR0MSrx7NkNlqAmgkmGFybo1Bhscn9FfQWS6lQ2xzvNH9kKKGfdg1LNmmPy832bmfYNfopQh2i24Eo5oVd1NFHo2Xfdou38ELXjliq9ktW7ZIJLqQEjhZyqHIiyK07jIalOFS6+xEIK7dOOv7R9MhB0nISGa6Glx3DWeDbRc+8LLcOznkAcR8Vo1xrQSoZPdanSe0ptzoxaxZxOhqkzmFSxykorKTj3ae6l4MLOumygsMMsc10ZvyXPmZXyMr+oj5Ya/ZsKXbvucive8kMfgDl/kypO5bE6asUamzhPuYPUR4wnSfYqP8t2GlRmzomv9drsJkE+ovIHYq3Jnu8sfjSlq1G7kVVfcTLUjNHgzDSf174qndlKRq74pQ5XIrUEWrF0ceC+MbGOq6CFB+eI146IxyvtXOwt8DsV0QjVlQ22C4TK0B84xlYNF6uTgE0cmn5fJYkJGgyaZLLodxOhPAiMhuCFulY/kxzMg4qJHFarApXKEsPZ8Twfd1SP8I4vvgvZ2SkdMmJMnh7p2XsdW8TEH0sJnETtjElEjQPzGhZEXxIx1hcuXzc4ugSxyYIbHkMXHVfTfa1Tcc1HYQB+9oe/m3d82dP1ZK1RsQDvMf2I6UY1pbMmBc0Bt1b4mfGwOStFicr2mgi4E72P6/ORYU9V2G7bucZXPvm3efwtlxk/+JgH/6JnXMJPf+sn8K2/8plqtPnsI64+u8d00B1aNucXrG6xDLcM+F3t9Ax7kc35wOa2kd0zK/xo6I9roje4duTw7DFP2LtMHyzHQ0OflNo+9Nw7OetOuOoX3Nef5eFhn0o8H718M4dmzVGouHesuG903GQtL/zRl7L/hivEvidcvUY8PkZ2FsSDPWhUdMBdXmE6T6gtw67Dt1aLIGm9Ck5SAssUD0zkuVPdbFFkg0SFTrlwXYDeOPXOyYntGA2WwJ7d0CQiuBbvkoKbeOoU5xhdMNLcTwuQ9wUynYumpTpiNDnPyUWernNuYYkHhClJAoVsp3hA33oqNm4lHAmeHJj9LCXE7ysdjRjCe93rvf14zCQaTlKlZ4Z9tqjhjsrabj8sg5k6AsBpmdBszLZ15GxemLwU5sfpAC//eFYJzUTqzjvGLAVL3AqAs8pMlrjcRMsmKq/kGS/7e/zGsw81UPehbHD5GjKURgO4WK4FmGRPc0B5+vIiW5U3AIJoJV62g/fpPk6wjxx8Tl2lCfoxkDgmaDCV3c2zSg7WEiubzNIS5CslS6prngO7adHMnY2SFOWqERBn0raZozHvCuREIx9ZFcuI8JR/dx/yxrdP5Rtgkt2VspDrAi1bC7XeyFlOMb/P8x717P458cn75XqOSx4Dc+U0I3EatzM/jflz3oJq5O7QfMzOk+J5Vhd1vIYS2OvvQhRWY1UM2ub3MfOJfFQvgP/xUf+e48c308CPEenGkmjkw3YBO0y3xIyUZ6oJrwa84hPPQbQbFIFulvzkbtoQLFfHpXbTkmLLEC0XUiLy5J9eY1/xek3Sh17HXoLsZRyz6f200YqON5uIu9mTZA4piCZOYzOSlI3yRJrd1gjeq+pPlZSmsguwj1KqgZpkTkpTlYxFOnQVHR6oxPLOccFTv+QN+Hc/qB+QlNswRqvYsy5svo6i5qYDT7ttfjYk8xxKVVlNpvKkZ0YG1YSpH92WT80YLJ13hGhYWA3Mj/yCK36HVWjYM2uWpsMjXAkjD/mRpcAnv/Tv84yveBOMI/HqNU1Oly1hf0loK+xmxB116gBemdSxEKq1rhGZaO1rrYxXx0wdjYUGS+5YS9uxCUjCym/WNcNo2Ws7blqecFCvudIvuX99SGNGbquv8Pj6ElYC7xrO0srInozsGeHDmzUvf/G/0AC1riAZpcmqQ8bAuFRvlmgVsmb7WJKNeVAX6uneSwQZBFsFYlDy/TjakugvXc/aV1wZFqx9hSFyV/MwhsC10HLJ73I1NDzOLqmwvObvfRfDzx4o9+XcYTq/DebqCnt1je08odIChe0i1TpQH0Xl7IwR00fsWu+nrzNkMHEPPFxc7/J//OJn8+Af3gpv3qF6xHHyeM/JrQbTCdy3ILxtl+aBiuZa4NIHCg98rOPk8ZHq4YrmolU38F2P3/VgIscP7kIQ3GKk3e1oFz2DtzxwckBtPDe1x9yxc4XbFtd4qNvn/u6QIVqWtuMmd8SBPeH+Mf1MRs6angMzsAqeN3zx93LpuWegqvSZOVf4d1pEUsEPGcO0bqcCUp5HJYnI0ygJWMTiSROngo1NviAZggpU9YhzU0Ken62iAhRC5TFsgvKyWhmKl5LHpI6yQijPW8cvvO0VyjtL4i84p1BqOyuaWkleGtOJ5+JcLjJswWrHU4W+tA7IjKuRYcmnzVOHlGTkvTajMzaxYudUsv7+48/P8ZhJNPLhZo7P+ch6/3NlKmC7ozEHHxZIx2xi3SARv9HPpl+e/le2PqIoT52K9ofgtox6smpDQLHZ/+hjf563/MhztqP906QhmUjgkgLMLbjUrLsxYfnziU3nO1WW07mc8qWQU9X47GSaSaAAFT5VNFQ16T9ceyo//kfP10RpnoEZYe4DMBHEZx0LYWoDz342VQTT36cLV0TZ9hTIEsKVeBozbHW7Kklk9bmSk50lo/NEcn5ISkzt9s+2ukfpZ1ki2JxKHNR1OCeaUsz68jmDDst/e/Vp/MZrnjW956yjkY94qlNXkrPZ5jLvzs0xvMhUdddcNn+dEg6mbtAqNImfMeHW+xgZYgrW8+eOs86VVxy4jJOvQEnc57Cj+XPP9ziqQlBIggpZ9nPtK66NLV1wRQ54E2pWCdqV/VF+4T//IO/8pr+QggunSVo3bI3BWJmU7CpZPZ8jJM+PsP1MTTfzpEAr5tInvFypYUSCNwWXPQRDZT3d6JIM92TYuPJ1OuehwGOUTO2LUdwQPT2WOIyY5XK6x4l8Hxf1VsFBieCTjKkZo6rkWAhVrr5PiV5MPIZCBo+oAaFRw8Fh0OC3diOLakxJaM3R2BAQbmqOGYPh2DesQs0QLbdWVxmSwdyVUNNFuCnh4T/o77+We7/iOVo0WbRaoe0HZNVhNilpSnCfPJ6LVC8U0u6UWHNd8l8gIpLUcwoUJKoKmLclic6dmQwP3ISKfbvRMSC6zLxzHPncN3+O8jKCrmPRiJLxrcFugnbtYixdJDPGLa8d9deYjXEg1hE/TCURkUhTDVTWazU/ZJ8iLUI8OBxwye8WwYhWRh72Kz73nk/jOT/0VVz7D4/nkc95DnLlaJqHlSO0NYRIdXUo9zKrrLWXI9WxdjPysXhYqK8J6TYgAR5+5W24te4zw9nAcNNI84hlfZvCXasjwR3pPnLpAwS7kXLdCHRnMo8oliKR7OialwNyZwJtNTIEQ22Vj7X2FWM0GAmcq07YtRtamYj9+2ZT1tOArutnbcNn3/Midh5Kwa61CncLQcfaqAWvsKzwrSPDdnOAvuWXlPed1ME43Sk+zdvDqGpjhK3901mf/L+mAWAlprXfpw6ACpYYAjVeRTeiyvNfCiOf9tSPpn7lG1U9K/Mv6mqSYk9HSB4qcy5GIbTPIdTz/XQWh8SCtZ2O3NUASqEENAabZPpV/7MWzya6Is38/uO94/i0T/s0nvCEJ9C2Lbfddhtf+IVfyAMPPPAev89j5qk6oxVhmGBTlYxFFs4SqRI8xiJKqs2qR6ntqAS57aBNf8F11X+4rjg9BUf5/6SfRW/KL3xQyUIfJvWgjNEEJVFlpZZNUfeJ9FEdjp/fvoMXPPntiis95aOAiMImQtxKkorZ3ey8Cjxkds55M56+nxKUiBp26cI4YfczmRUoROY5ZC2gG4IuoPDRy7fwrLvuv/5m+lDgMxMQdBYk5+99nAjEkiot83tuIIxTNX67g5SrxP4U0U7hPyfBYJMcoFROx4XXqnesbEl0iiygTOdRWuZmVvmyWfo0Kqk+8zTS5VVmW4nIoLjcrYo2PpEDlaj+fT/3V3jai1893ZNs3Di7Z6eToUys3tokZ/e0JB1BYNDPzS1+HwzroSrQM/1Iw9VxkZzVjSo8hQVdVMDcgOc7v+27edM/eaZClJJpmHQKTzKjQiZsF8gtfDMCgaLfvzW3UtfKj4bgp/MDWI01G18RoqExuUMwGUdaIptoGfJFGvRejSOxS5HUrFUn2T3X5OBbK5QF9hJiIkun25d9GSKpk5FOPlcxbdKcT52YcknBYE2gtQMuBUVdcKo6ZoZSCQyktUsCfTT0MfIZd382//zjPx3TNmkN2IZQphuk/ySIp8yVZ8zUbZnU2vRr01OkhnM3Q4IgdSAMtojd5eXFR2EzOtZjRe8dR0PDydjgMSxtz67daHLhlyrRawZqAptouXtwtGL4kvO/x/q2QOg64tGxuoY3tSZKmwHpR/yyxi8cxquKlu206jw2+fqY+FBlLsZtvLmgBZ8gWnB2np22J0bhZKhZjxXnm2PO18dALvoY9uymeAH5CB//h1/KV37xV/BVd/6GdsesJTZ18i9ADQVna1cmC+uY1+6BBAgNZfwjqGGfRGJvtYNn1OPDCFw83uHSZofaeHZdT4jCxWG3eACB8s2uhAWrCF/2uN/hR7/w3/Bz/+Q7+J5/9G+mzvEwgg/EJN9qxoAZArYLuE3AdpGdBwfqk8xd1HlQHUV1W1/ommbXQnUCy/u1w1E/Yli8s0rchchwGOj3o/696HhaP7HHL4PCxgZ933AwFj6guMhip2PvcAVA11UYE3j62YfZrXoeXu1xpVtgJHBTfcyu7dRzyPScdcfFs+Vdw1nOm44D46lEuQxXQ0/3hS3Nf7tb93xQmF6dfJy8CiiExhHqzHVIz8+Cr6a1X9d2lVuXMX8PIfu0lLml636+vlxkygF6jLIFm8ry6/tugxWFT+fg/dCu6LHl+0oMS0kKlLkz61wSg1Bp5Vhl1bE8L2RbUS4oL0avlaLO5pupS1s4Jy4SB0MYFb6apePXg8JXDbHwtLJgiEflbTehKvvt+wJ06n+5wtT/H1Wn/tJf+kv81E/9FHfffTc/8zM/wz333MNnfdZnvcfv85ghgxuZZP9O451P42tNwror4Dt5JZgJWwtMwdhp1SlOBeaPdswDvlPVgBz8jomg7NPnZhIVpi9yvBnbmKEzdzjDc/bv47fjWYyo+lRRHcrE5dOnUjCjKdjMwUX+/SyRElDyuoQUlEWilzKSIlrl9lENxvJ9B0olBmATqnLftYugO9ZTnOGDD+/jD8Lixvc2Gyb5WNq/GfIh4VRSUYI6FNvsUWz8bNQXbgaxYGDVEK+fVIDQJLWWgE9kzuADUpE6BjMjvPkQiXmDmTYbVb2JKShNLev0xxMELeLs9bjLrIo2T9SsbP9dFJKPyuxE5sTmHGDmiu48schjIMNl8r1M4yKG9LxHQ3STKoqI8iFWY01tPIMxmOAYgsNbUwylegxHwXKTsRyFFtOLKrtkLxIrEALSB2JrydX14NIzM6riYtd5U4wYBF9FCIKxkboZsSaw7iv2202RUgwxB+oDh3bFUWhLp2WIhk0cWUYdm1I59aDYpKxm9Cq1XKWqY5a2nAWuZkh7roGQK5kwEcJF+QDZERgXytwRF6kq5QJk0846yVkeDw1UHY0Z2XcbVT3yLWfcCTvJ9PIk1uzFDeftSCuGn336f+YPfn3JP3v681Te1gfF4DsLi2arAycxEnInw8fiGZGVpswYy/qTg3WEpNqU5paHuLFQB2LqKIl4rNEkKifLfbAF3tMYFX3ognZj+sSbWUpHbTybCOftmkocf+dfvYRn/Jd34L0v3QxAx4Q4sg+L9aFI3PomK4SpE3g0KWCPQDLpw6Qa0aDPSBW0IHpDrAK7yw3WBJUcT2vDELUTk41Hz7pj9syaCs8jfoeljPzWh/wgv/r9T+C7n/lszFmtJMswqtnoILDfqqhGUscKyRcoQwJDJfgWTAfUyTNCQIbE/YpTgjoMjhiFczsrmkSEBtirNtzRXuah4YBLfoez9oTz7ppi+hGe3zzCR/z41/HU77sPf/+7MU/bh0euqIt8CNijDbLTECr1JTFDwPQeQkV3MHF7cqU7GmH3vsiwVGlnn5KkYQ/6/aA8BlHVMvECowaudqMwq9UTPPZSRawiw6FK1yIR1to9wGoHutvUhHrkcHdFmzhs717tF4PLpdPiwLWxTd0MncMTdNPwxOoiV0PFnhloBP6wexw/8hmfSHzonVr4aBukaXRdyl3AZUNY1ogPmBgJjSU0Sa3Ng3SRbl9KB8MMurD2e7nYAMYL42ycyZCeexUQF5KSX5KFtwqf3IxV8kfpcBIKv8HM5PqzPOw5sy7ohpDX+5w0la7sVGxQxby0AeQEfJ54p/0iIqVwFmexQfmzWUEtF8qyLHs9M5vtgy1KelZCimV0X2uN8uc2oeL9x3vP8TVf8zXl6zvvvJNv/MZv5NM//dMZhoGq+p9/Vo+Zjsac56AOoWMhJM9x7hb4+eM7+OQv/XINNHKJLhNqc7A+52j8zyQWnArecvCe/5PoxhGhkKmzck4+MkcjtxuB4lOQIT6eOKkSGdHzT27aOfick27zBiengvrM19jqwtzoOL0ykT9ar6cPU6dgug4lfOcAdF7FGFCTtej9BI/yARl9ufdbePLZx5friZk0PFWTywPIHYMEsxm9apX3wW7d6wyvC0nne4iGRtCOhrNIUyNNrS32GDUpykS6dB7FrfxGt8xoZS+6WCSCc7MmJxuSxkDuxun5TOZHNhEBlWsEFcK3fdaP89Yf/cCSJG91tAr2eyZpC1tJ5fxnkpytt5O37WetzuDTzzZeoQtZZeTyuMOlcZejsEjPPXAx9Pyjr/9SnvIPX6NwpGFAhlFlNceAGbzq+LuU6A3qp5G7VTnYQmYBohfCqO7gY+pq+GBo7VhEIDJ5dxOrgm1uZeR222d7A91w+4Fw7WiCnVVOq3/58qN2NubStaWzl6feOFWiS0cATTKiizCaiRAuscgFm5n3TB8crR2pUkdj7SuWpqcxAyEKJ6Eu1+IRVhEGIgajSXwmgc6DjaxAR5rjAbIX0AT/UGgLkqBTksjJyUtDRg3gJckMa+KsL+N0zA6DZTMoRyMXQVT+2KQCRGDla676hT5jVIo1J86afOh5v/obv5uX/t6v8NDPPEUvo+spHZpZ8WdcqmRsFO2GVSehKDfJqN2CnCRJuh5IYyhDXGxUg1Dg2tGSbnBU1rOsBhZOE5x9p/igLlQKnYoVA5ZDu2LPBJZS8aLlu3jKK0QD96xkVjnC7oIizJCI4ACu069DNZ0f6BohgcR7SORhG7VyHARrAztNzxCU39O6gcbq510dF3TRFahqwHAUWoZouBoiv/v538GVH1Azx+OnHeq5xqgY/uT5YdcD9kThg37pytrqukB9FGiuBJqrel9XN6vUq+2gvkoqFMDiIcPiYUN1rMl5aCK207Ez7kbWt3vEC37PExb6tVyqcA804AL12Q3tmQ3tbk+76NlddGz6iksnS1ZDxV7VJZ8Wz7lmxdl6xcIOrEKdOhkr9UIyA2etdqM20bGJFgv8tZ3L/MKv/QTP/W8rjj/tuchykRazVGgwRqv+Y5KzXTrt+Kc11FdS+D9RINST0tlchjvD9wqU0kKRuIai5Je7xZX1NMnsMnfc1fjWlz2gNQOH9oQhWo5CXYxvjQhDjMQY9bmmLi3eE5uqFHV0zBlCbYp0sY67ySS1QHxLrJA6N5yKaYwWTkJKmHKBMRdMx5RohGiKQzgoDHQTak5CQ1/sRt9/vKfHtWvXtl5dkmf+/+q4dOkSP/7jP85HfMRHvEdJBjyGEg31R9g2kMsKSKePh8YD6l95dVHuiae4DVPwRtmky3E67p7yiK1AeFKeSn8Xrze3uRGZ6vQ5G0JR9Sl/hyQi9ezaQtDKZj58LFCZuSxfOpVSxc7fl1OLKARkFkDli/OJIDw/j0wGnydJQDHqyWZjhlicrSvxWpUvxG6ZrqHwNNBNMRW+tGLEtuFgfgTp9yrFKUVOWGRaDGvjqe0E8yqt3IT1bcSzZyyG5GL9aK3LTAa3iRCeA7jcNZp1NsojsxGx83E5dYHMDJ8/RFvkY31SHZt3NDyRr3/Z5/O0l9w/eSdkz4qovilFzjDdu3wOpdoLk4nZ7HsZ9d7lQyvXE/RsM7rSPQCK8tTS9CofjNBj2UTLSTD8ynd9F3d/97MJxyfEPvEgZuaSGshPvAwdg8nDIW14+ecy6ByUnLAJ1G6ksjqiMm5dzyVw5NskA+k5iTUXgqMVuHcMRBsxB/va1WhbDbr6AUIgVCppa/uQIDDp3g1TUpkDizJn5olICnizQVeB6kQNGIFSbGjsqJtzNKUKCOqjk5PgOgkqVOKpU9RjgE9+42fzf37YJyhsIncBXJK03fSaNGnZUz8zwydOwxAziX0WHOmYSepzqSsmPl1sZwk+L3BKbs/dANI1GYmpOzAFFKvEeM5BO8BSRmoJrKJniJ4v/q0v4ebPeIsm9tZoESjBfbInkDsZ9dmgCVKoZCuhnqBh03qQ50Csoo7xJCyQTRTz+B68EtkhCR8kbkmIWoXdkZ4QDZeC47m//6V80fM+nbd+FCpv2zZ6nt2AhFD8M8p6m2+FgE8BajERzJVmO1XBTZu4WUllrbaefnQMaZz7KFwdFqx9zRl3go+GY99yzbfcaq9x/7iPR/i4H/p6Dr9kgxzss3zZHynR3ikHTdYd9tI1xl1NPkyvvhG+EdpLfUo69f421wLVcVTTymsK/fINdGd1jfEL6M5Ehn3145BBkhGk6PejUF027L7N4a44ogtwc8dwaw9W4WEiET8qAf6W3SOqJE3eupH9ek3vLQs3sOO0+xei8thaM3Bh3OOd/U1cGPc5tCsOzVrV+4xnzzh+Z1PxqR/8Iv7oBQv2f+ct2oFyDtqGuNMS2wqyWpgIdq3w4+h0rTdjgrpVae3sY0lqc5CePTOmJCNu7aMi4Co/o/6FkqCHsgaEkqBnJIYhsEnzx8xigxAjlQimadJAMpPyXFGe1A8zad2dxELYEgY5DamVXHzMe1qe/0Lpyud1rGzdcRK0yDy+zN1U4z5JscD1nfz3uiPHVu9NL+COO+7g4OCgvL7t277t/5PL/YZv+AZ2dnY4d+4c73rXu/j5n//59/g9HjOJBlDUjjJHwxC2zNhU/1w5D1npCGuROfk3Y7jT8Wd1Ma4LeOe/k9lr/uMZRjMfSpY2W4HwPLnYRFsCdUMkjgleILNHPKtYTucXJ/m9FKArRGJadMq5zwJNgpRuwVxtYn7+W0SwdK6GuJVwWAlsYlV+H2LcUnyKY8IM547SjMRWqoL5c8N0vjALluOUbBDQ6rcXvNf27uBNkt1Lzr7RlAB+bj43xEAgECsHJpuGGUJTFanQYBMcImH2Q5Ve2fjwdFI3kzUVEzAzPwVngnJcEsSvMWPpBGXH8jx2rSi3qL7jhNWHPTElZX7bGV4E8WGbnzNb17eD+tmGMr+/2TfBa2LZ966MU5WTdWVjvDoutoKxS363kP2uhFETF1F4QlxttPPm4/SMY5ZXTVXdMSJjHp9pUx8oED6dsnoPY9Qkt00eDs54GjOyZzYFalCLp5UhdTmFr/7cv0t/Z0fzk57SCfATv0GiytwWecg0pjKcoATkuXM0mzt5/1SMtmxVAXNHo7K+eNB0XrsZoI7rIZoZxM+UNQwom3Oe6b/wzJ/kG//7b2qyDppseK/wT2eRLsnbOqPQhZw4iWB8LJ0YTSLyRUxzqShm5QQ0X4uNEIQwU/yad7sGb+m9xaZkY8KT+0RoVzhgj+VqaPAIS7HqvRLB1JUmGV2ffAEMDCPSDelapm7n/PnMj1Jhnq0HZhCklyTXmcngbIlFaOCn0JUM91J5Ue3YXAstZ+2GHRn5nQ//v/mil/8BYq36xWw6HTNtrTLJG49f2GL+aEYYlhq0201M2HhKhbworAUIbZJAHbWDYW3QJN8bTeSICq+Jwr5bl87i0nTc7I6Sd0xgiIZf/5Jv5z+88j/zd1/+cuWRxEh4+CLx8lUyabh66BqZbC9DoLk00O9VRItyNoZIt6cyuNVxUvJqBLeOLN8tdGfAnUB9Vbka/UGkvagQo2FPExK7EfqbR47vGvELnUQxS/kC42gJQRM/awOXNwusCezUPbVREvx+vWG/XjMGyxi08n+uOuEkNBzaFXfWF7mjekS5WuLZKz5Jno9qN/zCH/8q9vZbdY7O18vB63qX1nrlXhgVHyiQWNmCoWb4W4bM5iMXmnISWX6e1ObKGJWo4y3tBbUdC1Qqw79zQmEllnmzVYAU2Q7ZQxKDKGqEMVfa9O/HOBXA4iRpHQ3bBVGYOrmn51dkS81Rlae47siFx7kf1HCdHvz7j/f0uPfee7l69Wp5fdM3fdMN/+4bv/EbNZn+U15vetObyt+/9KUv5TWveQ2/9mu/hrWWL/qiL5rmyP/k8ZhJNFzynsgbtCWruUwT2Grheaqoz49CCN2u8Oeg57ouxqkgLR9x/jfp/8QZhCLjtPP3fXBF7cQSSvUPKB2BTAifYzOZ+4CE7WCTWbUiQ5HKOZHPPQXzs415/r02MaLesCjFsG+6BjuR2aNyNvL3CveZ8KX5GgIK/cjQqTiOJVESH4osJ6AutmE6X8XEzs7f50AJdZL2+fwFBq1YhqDykPkcN77SQDndiKPQlrcMCL+7vo1Pu+MFxAceUuyrs1DpAhkFfG1SlUsDykwQLKc1GyPRzCpaULCtxkSsiUVpyBn1UchdjsqMxVV9Hmzm43df8P2c/YZ36PM2Fk4vCLOVX5Ly0Py+zcfBDZPoSHJNNqUav+6mMdmNjmuD3jdL4N39QalS99HyoN9nJ3cVJSqHALStn8fc4HGXV2XTduuI24RSVbNrChExJz4I+M4qgTI5617rGxZ2YGEHQjRcHlWBKWOCW1HisZFIK5b/+yf/bxZvall/8gZZJo6GNcS20urt4InW4BujAW0m6bqp06JJCMXILweJ+syZhAoM2tUIU0cjzDbm7PQc4iQFmauBoHMoJ8C5IhiATYwMUcdHmf+52DD6pJKGBhqngoetbmxkaz2Yr2dmnK1tuXoisUDBsqKb9wYjmmAMXiuYtfWqCpRgFJX4sqZl1alLfrdAKB7yI1eDT/cp4q9e0yQjRiUux0hoa+xJr187LQq5ddAxUctMWlivrzqhPC9ACbtN1ERpNMTRYJPE6BhMalzruhYQmhSkdglPfqu7wo7pWCX5sSvB8Iz6QV72lpcjt9+SijmBaAxhp0nJtFbE/QyyknkxtqN0Amyn0MVYqVGq9CnJsIEQhK6r8EFo64HVULPxaiy45zqujQsaM7A0yls4CQ1XwpIrfoejUJdANGAQEczOUmVd09omo6e0CGMqUM0gNLkooeMnqsTtoMmSGcFtItVR+vug87a+KoxLUjcs4tvIcJDblMmTxURin9Z9GxkHm7qnMAwqlLKshqJqaCTSpjkOynFYmp7KjJyzx+yZDWftMefsMYdmzSoFtT7q0vGrqwM+6XHPwz/woM75lJTr2I+JXJILb7Gs8aSpHRypwKQwqlBNvy+FCKbEtsTXeU8t/hkUw9t81HaujpmSjFnSkZ9f5t7k4mOIkXvHitj3Bfatvwjp+U7XlzvweY/cSpygPPPrIOKp6FDWgqALSITtImkwab1KBak0TzKhPfNnNAF+P3Tq/+2xv7+/9WpyN+vU8bVf+7W88Y1v/FNfd911V/n7m266iac97Wm88IUv5D/9p//EL/3SL/HKV77yPTq3x06iYXzZIGyCouRgzTK1HCvRSRvzYlN4GLnL8We1MNiekPPg8tTGXRaaGTZTqxlTQD4FGaZI2eXFpKhmYa6HToFCJ2LQzowxGmiMU1WjVP+MbGMtmVVnU2W7XJOZ/41MRj2QvBU0cHJpgcznYlOXYxXq1Dp1W6Z4QzQMaR9rjJ53HEb1M8heICJa9R7D7BwUe63YYW3N22EK4Evl1WvlsgRDoypkwBbMu9zvI9+y8k1RJ2vFq19BDNpWzxC6xB0JtU2BgyhmNznFRkfRUC+8jPLzmDDh6v+QHcGBAvvJ51SbSf1qDqcDitpNJYaP/PGvY/WXr+o5wvYYzlydWdCYn71yeHQjzfwCiRqEyTgbH4GikhJGwY8WawMnXc1mdAUud5SUhQ7cmpVvuOR3k8JIzRv6c1wNlv/6V/41H/RblxU65RxcPVbX8MoS2prm4ga3DoUwa3omb4HZuMwcDdeOGBMYvaF2I2faNWtf0QXHjut4YnuRo9CyZ9YAXAst12LDoRkZYuBfPvzxtJciUlfErkPqWqUgu1G7AEYrmSZJ78YkvWtGDbIy5ACYMP+QCJf6+1CngDzDDQrUYILxZWno8ZTyXIbO5eQyw79A17RGFPbtiQzRISJT5SnzGYaRmIooZgzg1SmbnHRmOMU4KzTMVelI4zh35sY0ttK8yrCjkDgDzibDu5QwZXhdY5UMfnVcsPJ1wmlXCdKyppWBS75lzwjfdeFj+KBnvot7/v0zsXt7xCFB7ZI3iDleq8dOiJhOIT6ZYG17VUOKkjoETqvuZV1La4Q9OVUtilL4UotKOxedd/TeJhK7qhntmI4Hx0MeHA/52//nV/N33/p5/Nf1U/i7b/wCXvDNXw4XL0FTEyuH9APm6or+sMZ2HrdKwhhnTHHbDrUUdS9fx9TlSGtxG3QumoirFWYTg2AENn3FaqgKNPhCt1s6+KvE5cl7hEe43a0ZIlwKCr+VxYJvfsUv8fBnfYAm/esN8XhFXNRIP2JXPTIGhl2HO1FVr+xftLyoJXrXRVzyLun3taLv1nq/i0t2g3I01lLEO+yJpX4kM5H1eZjGs3/uBOsCdTNS1z4pMqXANclX77ievapj4ysWduB8fcRZd1KC2GthwYVxjytB/XNOYsWh6Xm8rbjF1iwlKUg1DWKtqglaVWOKdUVY1sTalXmhMMMZvybBYzMfI8OocnCeh1S0UQsPVZz2UKGoDQKFp5ePOay3SaadYwras6iKzqtQzPpyHPMtD38M/+Cu56c5mSavtUSXik9zk7d5wjiPS+YxwXz/l9l6kJTbtNizvS9d7w4u5TVEyyaZEGvXLRdN/ifiq//VR4waV73XvOKffc6z4/z58zzjGc/4U191Xd/w/4Y0bt5T/sdjql+lpNosBzqHHsRZQJ8mvUtkl2zaN2sz5iNDZcqRFxbDlipH+fWpivH0Rte3G3P2nysX+VznlUyYJuYNyeB5AM55BDYFyDOJWyV+n7q2tJiE6lRFJmqCMbWXtSorCb6SjXpAK5lWFP4zBN2cF3Yo97pcQyI0K05Tf+duvw1/8RGtwJ/iQogPiDdFTavAulIALZ5E/tT3DyZ14WOuKqXzD8I4WE6k1oDCTepjrRmSoZuq4WxMx4e3Vzj/tlfxzZ/0BbDuiMuWWDv8Tp1w4rFUTjUgli38dWhSEGpScJwWbVOFgge3qW0+eMterQo8WRTASmATKpamK0kHKJ69FYV2lfxqHCfllBz81irNWKBTQTtBvkqmhx7EpiA5BZhFBCR3sQAZDNF6SHuW94Zl06s0cwokDZGjocUy8aJOTMM5d8xJaFJi6fnqcy+nfZvhC573V6HrkHWlG/2ixhx39GfbhLtPKkJDRFIwFmbJGkmFJwSDj4FVV/OBZ9/NydhwU3PMgVtz7FuOfMsHtPcnB2rPodlwYCwW4a0veTo3//FrSyAu+3t6gZUjNrbIWpY54zWy981M3cimpGyE2M7mS8JkSxBCHfScowbmUody3k2ShRyCYs5dgrk0UBR0QjS0Vs0GV7FhHyUnHwXDYSIjtzIQxxGzWCTYhAWrpFDTDYRlrdV/0hhoDWaIBBfVLyHxMfzy+o1fxsRLqfT+yyiqpAWFeyLoWrbqamqXxjCSoC2Wzjr1NDKepe3L2FZYpRYhWhnZxMj/fvPLOTof+L8WL+ReqkQGN4izIK6McfFRx6/oGLZdTBKtqbuYfmd6fS6ZKA4QqliSaEmKYONgiUFYtxU7Va8wPOu5MixY2CEpllmO/IKnNw/wM9/yHVRAK4ZzTznmh3/zY/HHJ9i9Pe0OxEjYW2ggflAlZSxYXlA4XnBmaxm2nY7zcZESvhNLbJTP5f2Ez8vwtIN2w9VugUhkt+rYdxve3R9yS3WVSrx2MvyCD2nfyYXkx7JnBj5+cYWP/ZNf4jP/xldwyxveXsY/Zw+Qk40GqIsaibC4/4ThTIsMkeoEfGPo99Qdu9+bjFPrK5HunBYH7HraR+qr0Bm933k/8fsjoTM6jpqgVf9rNUfeYGqvU9B62nqAhRatWjeUPXPH9uzYHmdUSGQVasZgCml/z2642R5x1qos7iZaroYeK8JJiNzd3aZJhnPq5F6pUZ8MIzJWuta0jtDYVGAwKvuaigzZI8kb7W5uQWVn3QCZbcPRRaiCyloHwbhQxD/m/AwgqTWFouJoJdCFih3XsWP6Aj8+pMOggiX/+82/yx+95ZB//dwXpC6VLtYyjCrZO1dKRDtS3IDfmwuO+RrMCH4mxpGGoMYwovM/BsGPpnBr8pFNO7OgyYRqUD+aszdSTnn/8b/seNWrXsWrX/1qPuqjPoozZ85wzz338M3f/M08+clP5sM//MPfo/d6zDzZPHEzmXaOa8w+DhVaFbZopii5Epzbx4WnMbWT9fenPuzRfp5/Laf/bpqM84mZ8dhaBdBHNSdQnU44ZnSF6bxPu4MX1az0N1tQGpi7Rp/G6JdKeF5kJF1MUM4DJTmKRd5uflQpweuiYxMdfXTqcJravpto6SJ8w/mX84P/7aeUyJZUieKmU+WpwZfzl1E182+kmuXWsWh/Z6UMIrj/X3vvHm9JUZ4LP1XV3avX2te5D8MMN0Euw0WQiBiRJHIQgiQEjTmEo5EQxQgxYGKMHjWeeM4vxwhBD6JGzgfG6PepBDF4w584o6DicHGIgGQGhoFhmPtlX9da3V1V7/fHW1Wr18wAA2ydAer5/TZ7s/aatbu7uqvqfd/nfZ4pdpOGdk2fxHr041NNbO+0MFY2MVHl2Fm1IIXFtG3AQiIXBg+VGWeJNm0DOSUiSiT0QAKTsXKHr2jYpEedsQmCmgwlgG3YkOWGqFUxEoM0YZOm1MmbWmKZYB+gKWGDezLgjNsEoQLfuzxOFsLx2etmeKJirjsHFb2gR7rsXOg1MLVstkU4VlmJHiffjbWQ3KQ53WUX5dIodA2reE2bDBOaXYoLT5Fz9MUtZhCbTRNjlv1fYA3T5aangbEJyPFplpO0zhzPZ9gNWIGK+HhkKSAHNFSTNyRK2UCdUoIwO5uGtsoFaCXmppMYkl2MynbwF7BE6BLTokSS8Fcjc3/POj52rwponeKMN1rroxa6a2lyhKqL78ORJUvywvOeBSAUwVRcFUqV6aMZFo4G01QVEsGUo1xWmDR5yP57eduGUyQDgP/26Dn4u//6dpB1mTdjQJ4+6Skhvl/HUHiW631Z0rn/1pWR/EYjSMMS2JVdArIj4RXdvFCAUhZlxbms1PWXdHSKPKkwqRsobBLEDjZXI8hlhS6lmLC5OzeDLgkYEB6uRnDP5iUgY7haR5bV6CoN0Sk4s1wz5pMVQZU2VJz8PCArOINCdz5VT5I0mVJcoa0kdDdF1tBoNkuMtZvY2WUlotIoDCcFBlWBbdUQNpSzMDuZghIWk1ZhzEpMEldBi8PmQc2by+uFdUIMWYJsvArZb1Xx/dSZLQP901dBZQXoAQoKX366t52EKZa1DH8j1Sh0gmZSYTjrQgrCWNVCYRPs0IOoSGHYVfK22xYUCEOywpCbeyqyqIYUO5gDrFZUVj3DSuKgzbTSntqiuyf8upB03LPp7m1ZYbcMuM578yAJPi/ZVvxsKPdBmQWGKqjMBOEO4+i4ANBINAqTuD42g2nDVfLUGcGlwmB+NokF6TgGZIFRNY2SFMac4pb303rtv/41Lj3rIvzgFbP44KTo9QQqyb148Pc6B7KBVgSXaEx4rveBrJ+jApXSN/L7gMM/YC5rw8txbw3w370QjBcCaUjT69dDTxDEK056qXhP//6fW07HVYcvZR8X43nDft/i59KecuOe4AOM+vzWx2hwY8/Mh17ixL/Xsxus2wv4wNA4CqKB7PM06lIKHXs19hu0Wi18/etfx+tf/3oceeSRuPjii3H88cfjRz/60VPSsp4KL5lAIxE9XruHcrSYXRupACD0OLigIrgr1yfZXR7QPXLan64SKMBVAOt5jdhNecpXMurSq6YWbOzaRKUg8M5Zd+HVK7ssawe47H0vi72rShJQCyD8lz9EX8XYNehwfFP+jJrSRK082uvRkMGforBJmCgB5u1P2wamySlnuI9MhUDxG0cAqdvweSqQsRClhiw0b4IkAl9earcprRCyTT77Kku3SXI8aGEEUEmYQqHTziAlOfpBhokqx5ZiCOO6hVwwv3nSpjgs7eK0/+jAHrIoVLlspmCVgGlKVAMSxsmBmtxxdjPfIMkbOuM8FSABJBYitSCgT3VIAEHW0AcYvqIxqLpQgjAgC9fIzFfMJ6MIAIQEGRuqTsLY0NTMilnojTncgl/r2yEfiBL6e1z8ouT7XEoFW3Eg7KUZK6PQrjL2f/C3ipMzLGyKTXokGM2VUCjcIvO5lbfgd+9aj/UXLw1VLNkuke0soNo6BBu6KZBME0yDYFPHba8k0kyjkVcYaXUwu9lGoriKlgqDedkkDsjGMKLaUCCMmRYMBEZliUWOojZLNgEJNoUrS4g8581Gs8E+DcTX0TRcT4+rVnnKnl+QfUYzNNZLBIlgm9afu96PKrGOhadCc7G23NzrG8F9E6ghiZYqmHrg6DC5qFC5YBgAvnjYN/E/vvIFbkauNJAkLGihaxREIj4/bx7ng3W3cTCpCAGHf92LGXiueX1uCKIGvrIo0Mu6A6isRGkVGolGWTvPihTallV0vHGXAr8+ZhvuZ8IpjWm8+/DboU9+OSs5uQwtiECtHLJTMb1NiCAUYFNutlYlu7jz5pecC3dvQyycnwNn2TlxIhKLYjpDt0iDvG3uVLO2lQNIpMWQ6mIkaWNIdrDdDGLMNnBH53D8tLMEG6pZSO95GHZq2hngJUCaQI5NM/2o4xr9nQJVNknQAyL0/JUj/iGt0XJKAWpyv4rfkBoj0emmGGoUwR07VxW0lZg2GUaSDgq3RnAlVGOhk3jdYXJsdZymigiDq8dgNm7mY+50mWajNajFz4DsVHx/JDzGpsGZ/bRtnaeMp+Jyb0w65WiY7gvgwEkVokfVcRUQM8hVPpFaCCcqoLscUPk1MVEGDWVgrEQzYTqbtirQ8iwJzE2nMDuZdj0LkiWTQRiWXQyLIvQDGAA/f9vV2HYlIJpOcjjP+TlxmX8WgyA26XPVP2/YGZ71pBeYe3h63q5CLwT//Ijdfifd/K/8Wora70BIpQlrZugzrfXoVZSEAApwAhHOR8srzoVEg1ebC4E59Qx6awcrTY8i6e9FvgbozV/kqbecaBQ+aeH2Ap426cewLnVf7znzwUb5AujRIEv73devAscddxyWLVuG7du3o9vtYu3atfjsZz+LAw888Fl/1ksm0OBGWlNTnuJGcP/wAry5fcWP/hy3vObwYHTjqxqephPKjXu4cn3UqKcIMMRuP6CPo/lUx+7pM54WZfcY1XAz9ed3vgo/OyHlBdmfQwgo/G4Sjh5Ty1juCp+t8o1/vWp9f2BiepKx/p/5cj6RcJsl/u4drQtHkwga+6SYTgPW/26JFD/41/8H1TGLmVdeFNz86Xo0OBvTO3BheEOh3IZUugDDL2SqAlRHQLVZ/URNS6gpCTGlYAuFqlKQ0qIwChNFjqaqcOf2Q3HH+JHYoodQQuIbU0fgJ289EdRQKA8YRnfhALrzG9ybkfL52hSoBgV001UyGm6DKXyG2GXuXJAhU4ss00icXGOiDKsLCac6JQ2aqkRLlY4uZQO9JAScxKpJ0jmQiWA0RfDKWFASJERfHwGAXnO/4+GH31NtI+krQnW4QMQ3hRfdNGStvNFUV6chcz1lGlhXzMaUydG2Dd6YmRa6lGCHVRiRCqe1VjN/vt1mpZ7H1kNOF1zVKC2yKYtylOU0yzkGpsVc73ywRFkkKLopBIBmUkEbhZcPbMIh+XbMTScdV72BQdXFgcmYq64IXLPjVbjwpN/H751yLtKVa7iakWXcDNvuctUqlWwC10xcQOEqFG4TqxsCJuvx6/2zIYgDXFLUR0Hc9RkzWoZAE2CFo0waZG73Mq0zdAyHkgUlyEWFlgs0AW7ybdeMririCqHwDvYAVzR8VYMIofxZa2olIYJMtHTSwlyVc2NfCy5kLXMJ6n0OK5JJR2PmDbGxIvDqPW0yERaFSTCpc3RM6gKKhANoWWLSNp0alUKbWB3o7cMb8G9f/gzknNm8AXbZ52DgpwRUV0N1XUDlK3IuCPSKZUmHwkZKFnDUtt65iEKCdmYQig0IvXnatPbJEMKaqbnYUIxiSzWMR4qFOCjZAQXCbzbX4LXNJ/DmodX4n7/4AeTsUe4pAUCNFDTY5MpnQ0EVFtmE4R6fBku++mOWlasUFc6fQRFsywZ6l3VNJlmmMTTQRWUURhpddE2KqarhGsK72FYNYkR1wv0/qtp4Ug/jSTMCAMiFwW2dUVx8/DmgJzZCtlos0KAUxOQ0B6mFM1ZtsiiCanOSJ5k2SKdtjyqquMLne2P8defAgzfZ3JuB0G9Fipvc+Q8IUFf1GsETC5UYNBoV8lT30YkC3x9sVttUJQaTHm/c9/qMmZ4AREMYLE46mKcImZsvl53wr/iju1f1vCaSxPnmJHxvJRKyo1nrwBn0+UDKqzNZ5RMJvb4twPWlUO//hftPMLp0FU0vy03EnkQ+2ZQ6tbwgogIJ7wNmSULCIhPskOLnAq+J4umqIk2cPDf1EqZwySRLQWEyVLhFb323PqlQSzoB6Mlc1/YBJKm3DyCExCP7LO0SXJAMqnOGZEgucGN4rGi8GPGSGVVuN6KwWUuFDg1jqbRIBVcD/vS4n+L6D/82jvjwLzgzTMTPmartEgiOlyncBnKXSgf8ZqQ3w3ipOAJ6XE0CvJRfqKoK6olFOS6j36gHrn4tMkiFDvQq/yFBucE1gJJTPQmVjDofs75Z8Idb22T64+dzcueOXao3gjcXVrGzsLUSqDWD+0DJZ52mTMMdu0HX8ckVuo7+JVAJQgUDQ46v61VbtIbQSShpC830NgUAVoKkglC8gQDYUVqVfGJUmyilFtAtduYVGqBKwiDBjs4wkiZnxjdsH8HB83fgjscPw398+3jM/dlWVh/KEojCQM9psPqQIXTmKJAA9ICTNFSOk+woGaH5WxJn7oRrAHfmZnVTs1TaIMnaVFVPbcobHAoK+unK38/1UhPx9ZLOb6Bu1iasBUEiyBX63px6YOzuS6kBo3obBb9Rk5WATTjj6KkOVgvIDCjL3nRCCW+SfWUjlQajqo1x3ey5wyu+CbcYoCW2YEgafPdd/4jWnwu0iXDWdX+Dg26dRLJmI5KhAbR/YwHSV+7Ek0sG+Z4bKEGLSxw0awwvG96GuzcfhEWD41iYT6BrEsxW09imhzA3mcSoajONQrYxW5YYlSWGpMD75tyLR+76OT548tl8nw0OQDRz5jE3MqfGwj1BlHIDtW6mgOgZdYVnA72NrV8vTZPCQl0fI+5lcJvuzEBrhTyrwgItBEGTQkIWQ2mBVFgUNuHmettAXhO2yGUVDO4awkIKEQJ6qjQHT9L1mrmKhrCWnykjgpzrnu4D3lAQhBMNIPJzmTO5k+gZ+VXsGA+3kfK0RJ/NlILQNQkyZaDJIHV/LJFczUiVwYRlipI3VjMQYW7+dnsQH7j+Mhw8+YC72H6zR85128A2U0AIqNLCZE4dzDUZSwOg7EnHGifS4MdNVgJkuJeKcgvqJEhGitAzZ4kNSEubYHFrLPSezW1M4I72y3Faa3UIpL7XPghfOvkYiEYbmDebN3VTHZjZg8h2ljC5gs2kM3fjXg1VEapBzpKrDjts+404KQBaAEJCjZa8oZOAlARrJSoroaxC5hIVmTTomAyHNbdiyuR9TbZKWQzJLkZkgSFB+J3mDrzhwdtw/ml/iMffsgiqAxz4/z7Mt0EjBSoNKSVn9Z1wgPcCAXobVWFFoIKZBpyIQ2/+4HmBEy+m2avYCCsgOk6tL7NAwn0oKjWBCgkwba00CgNZCSKBZlKhlZROVY6rGg33LPjAalG6k+caSpHBIieLTACDIsXJP/tTjP7bIEa+cR8gC6ZLukofMg6qKJGwqRdPIJhEQhXkDO0cbSrj5yBUil0g5amolCNQqAKNyj9j1lF4Ex6XRHFPW6p6AYYUNnjReE+ihqj5bLgPrGpN4mcP/wJf+79/iqOvWB28Z7zCJKUiJJN6YhG9/QO5/Yrwz78Fq0z4IMRy32N9XyBIgFzk4Xvlguy227doYolw36thlAyN4VJYlKSCuWrEiwsvqYqGp03VvTO8F4HH//35a/Gy990dAgeRJGGzRokM3GoALkvAP5LLWIf/V6K3eafeRCtQe59/UEVt3+eawf3DGahTeyiRGBJ9me0+CMHKWfWymudn7jLqPFFQL0MBhFJ4+L1vCvN7EusWCCs4C+f15915SMELgyURFoi6qzVzNEVQzJqmLGi++2RrQZoDtoobW2GJVZ6KCqJTQnQ1ZMUOtqG/xCmC+MylrLgpVHVZkSpp8zkkbYGkLaAKATWpIKYSwAjosQydx4ZgNzTx5A+XwBqJHWd28dBfzsajbx7F5t8YwraThzE9P0ExJFGMKFgFVkIi9FRtJLveVoME0yKYloUZcE3Aab9BHw8NK/Q0Eu02C5zR9mpT/suLGGQu8ADg7mWBVCje+LmxJ5+9rgXCPIa9e8J7VPiqRqDI+IWktrjU7wVoAVFJoOCGWesCZms5K2dJYLzMkQiLrk6xrRjA5mIYhU2wsRxhjjEktuphAMDjehhP6GE8XI3gUZ1htkxw6zv+EVfd+HlsPu9lsI8/idGb78OB76/wqd/+MlqPpsB4io8c92185vCvYFsxgCXDOzG/MYXhpIulIxuxMB3DoY0tmJdMYFRNc4bTtjDgteMBfGL7K/GBpb/N1TKgV8GsNOwgG635Xhwv/GAz0UsuuKwty6jyhtBm6BlzkegFdpI3s8iso78AMnEeGokJmT9V8wFJhGWndQg0pMakyTGoumH8JCwHHm6DkQmBFKzkQsayTHdZcUXDSZay54vrO1ECorIIlRo3EXFloza/uV4jf+G8KzjAP6OmsgXAVTWEK57wh6SOztZKyp7YBQiTmuWQx00ThU2ZEgqFMdNCChv6NFYVB2DJJ+4CEbFsp7+/O3w9RKeEdOpIPsvsncL9PR0oVRVBdVnRKZ10QXSJXuVOEkTDIG9wdaw0LKu6tT2Axa0xrJueFXpM7pk6FIvSMaTCoCCF03/0F/ji0YfATnPzsZiY5msy2IRsV5henHO/Qy5RDkiuXLiijCwQpG79Ned5FvwgSiBNDbKGRpKwxG23TDHRyYMYg++NG03b2FIOw5DEkOxiTjKFhck4DlTjyEWFNiXYahNsNhqbTYFb7vg6GjsIi66/n9X+0pSrGY2Mm6ET6VyknVgCAbKySKcM0rZlamMuYNzGGoKvKYTrUWs4JS0jkE5KJNMSsuDFzzYsKDcQAxoqNxC8L4Yx3vFco5VWIcgAuEnaU3GaThzBOqqhJYEl2XbkosKobGNYFGgIAyUAQ5zIuufV16P6bzt4Iz7gZLYT5dYcHbyR4E1YndGpTUQveSiYhufXSy9tTr4/r+EXVPesGMH9DHDzqySnN9OrauwK5RJRahcGRh08nwrkgnv1vjn2Crz8HSv5OQkPJblASnHPkEAIPqyqydzXjhe1dYCPn89LarH7e4G+DCS5AL0yMgTq/vy8nxLTv32PRvaCoE7te5WpPXzt53jJBBqpMLVGcO+oy5sLiV4jOD/4grN/3lXZf1lwt9WuzXDobdD7XvdX12/cgN0qAb5OyZnt3q8sCSTCQjvDMwDBT6MiFTKWdcUmC55ELxxdgUV3DnIzdf0m9JvOXQ+1VsngoIh6pdFaZcMHF+EfUe8DyGdmfNGkxiPu+Wfs7gNQkcKYGYAhiWnKME0JuiQxaQ0sLH7zM3dh80UnMu1D657fgrWcldUWsjQQhiALC1kydSrpWDchIjSBptO8gUq6vACqgpvDs3H+ytenaGxNkHQEkmmBYraFWNOCXJcj26mQtAWKOUA1IFAOC5QjAuWQgB4QKEYFymFWiLENwOTePZk4++uzxomFUMxDlsogSVlNJUuYf5y6ACNXOhj0qVpA4XuKJCwysNt9ww3JK6/6CxxxwzbOzCvFTYC2v5olCH0Szbx41u7HMM68+QqBhQ8sDY93X8WrULBawmiJqlIodYK289bY0W31fEl0I1DmdugBTJncjX8LEzbHg8WB2G4GsUmP4LNjS2EIWFPNwRvffTuGlw+hc8tCHPKl9ehSin+8+Hp87uzrMS+ZwJpqFv54wQrMy6dweGszTh5YiznpNIZkN/Czh2QXudA4It2OkghzlcLpd70TP/nLU/jeck7gSFhxhvIMXs7WNBOuXhFQDSYQxklVuiDDZl5G1WUF6/O+oNA8DQs2JCtlkAhm9WmW5G1mVUgwNBIdqoGpk7Y04IxlYVNIr9gChSHZQZcUMmFREuHtj52Nj77nYnTe8AqgmSO4xNckovue/0T2fGZ8r05ftrIXiIaAFG78feLFf6Sf0wCWGtaKf00CnSpFIizaOkNp2MnayyG3bcZy3u5e79qMXZ1tC4ZYje6ikV/g/1t7O9yHu4nG9HjnzlgR4OyzVQJJ2wZPh2yKP7sxzqaEoWnXVWak5mZ9oQXUTo6qJrYNoCgTTHUa2DIxiDzRuGfLEuTOnyUVBnPSafxk4gg8Vs3Fxf/7cgysbOL0+6agjjgU//ueb2PjuQejWjiE9uJB2FaK4TXTgROfFNxX1l7oNs8jQDnEl7Aaskg6gvuREt6kitygO5ZDSgspCWlisGBkksUjkgqDaYHc9XeNVS203XXsUopN1Qi2m0E8pucgd832A0JjgUqQC4FXf/hSLPzOOm4gTjNQt+CKhmbTOkgBVRjYTDraE/uA+Oy+KgmJS+iwLDbf+8Jda6EBVXIvjGkQ9ICFabksv3sehFsPhaOFCQFUWmGqyDBdZiGY8gpN7JjNTeAtyfTSlizQkgW6NoOtSb97wZchmeD1H30v/vC0P8ScNz3Oc6U1QJoyXQoAlGTxDCdny+qG7pn19Ci3rvcSCy4AqSdqfMXYMxqkq7C5pJ2fQ42RwazVT6uWBKsOgs8xcaaRudAuQWoDbYqDDIMKLG7x7rm3Y96Ph5znTK9fj01RjZvPXeAh2Kiz7vm0J4TzCi/0jp8/u/ca1c4L4LXfJ1K6Jgnnx+NigydNxIsTL5lAo17R6H+9X0pO7BYx1N9c+1mgV2701QyHULHYlS7hv4tdX3vqB9yrTviSvN+0K+x+Lh5fHjsFG149CesyfWGitOS4+76CQb2NhS+p7A1qlY++LKYr63jFKSLBZl1WQZNCaZMgc+tLphUpZEIHbqYlicpd6DYZfHDu/ejME+y1QJab2xztw7teM4ffuN4MXriFda7Spqc4Q4KrGz7IUF33veRmUOkkcVWHz6OxnRfUpM2BBymuiOgmqwrpJlAOA9WAa/jOmSqjmwSTM0XAZsTSn74vQzFlSimLJLGhidq7wPqycr0J2LsQN2SFzPl5eLpMCgsLDpJX/tWnsfriOaFxXqQpLyR+ATGON13ZnrqYy8L3VSw8xayqveY3nKb3Hd4sD4A3noPLYhO4MVwKchWtpJedJ4EJnWPcNDFuWthYzYKFxE49gK5NYSFR2BQWwCPFQvze8Ep88MDv4NDh7Xjow8dhbTEfH/z0n+Jd3/1TTDsaUUkKo2kHQ7LLvieywoFqCguTMSxKJrFQFRiSFQ5KmhiSCr97xeU46MI1SO/6T4iRYUAqiFYOJMopzihAO68Ap41vU+Y++j4t9pMQPXWZ+hzgAgvP0wYASgiykFzRMFwqkopgtEIj1eiUvNgm0qKjU7SSEqVVyKRGIlmRashVM7JaAOohwRWN6w75Fv7XNf+M5q0/D9l+94ByBlPz+Ette9UMbUGhtOr2R9700tbuD917jV9w71PU86gBQJqdnNnngS+Atux+3tEpMrcZ7pgUDVmxL4VvcrcpcllizLQwIEpUkIF7Pk3WzWGWs87aVaLKCpBsqigrV90ZL0EJ2LyPAN0QSLoE3exJX5NkR2uS7GDtldVU1xnjddksrioTdNsZSqOgjcRU1cBDYwtx79hBmNA5hpIupm2GGz5wNb51+T8ilxXE+CTef9RvYeHyrUi3TGHwl1sAAMWcHLopuRKaCOimRDZOKIdFeN50kzflpunmZ0WwuQ2VFgCs6uOud5bwRrR0m7jRrIOmKnFIvg1SsIHdvGQSBgJLkh2hp8dA4HFNSCFw6rvvwcSrFnNgWpUQjYwVvYggjIEsNEggNLJ72IwphDqv+QfVKGl9z4WfayQQqn1+Q66IK2EuSaW1ChKpjVQHP5NmytK2/r4qbOKqSc6Iz4mk+ERi6tSaFAhKcHVs/k+2wTzxJAcZSrkEg+DnP2HfKVI9OVtKpXMEr1Uz0T8n8gnWLkz9Nf8MUa+iIbyHhiAkjh7mRRJ8j55/zcPvA0xtM2IgkMG6pnhACoHPbT8NW187yQaEorZx8UH5rglT76/k5/m+Kjb1JxzCfgHPiHqyse4TBACaVPAFqVxCVeMFUNGIeNZ4yfRoeI57LqrQn+G9CDhT7KgnAlxKFYInoFozrW+m8o2T/jvgshU16TtukOo/hj4ed0hbcFrUWglJ3iGUexW0oxIBvtfBhiyAQc/kxpcbPUf7fXPvgn2CcOFxZzN9InF/OFChLGAka8671315XhBglFc/8WlN/grle6otHrXXPL/cGG5uLbVCIm2Qt7MkUFiFgaR/hirdAtElJ9lJGuNWYYGyaFPpJmjLErdJwt9zlr4VXQAuIwPwxlkmArqpWPUkZ7KpVYDOpVMK4v/3jWs+2+xN9YQBEifvmU6JoIkuDAcVwrgslhtfm5JrBvRBJvU8M1JizrokiIyDiazBXPwsMWg1uLQ9K+8gEdyf4TXhm6p0WSv+LN8IyE7wPZPJ3C2eZ77tHTj8R/fwopk3mLeeM/3HU4C4TF5feDj40rnbfGUCRnKQppusg+/N6IXmao3QYJ6vJZYJztjJVzQMjJGwRYo0NdhpJLLEoJ0w/16JFlppiVZSYjBl5+JUGsxOp7Fs/GgcO/AkJm0TbdvAqQMP4ztTS3H6wH/isWouUqHxoQO+i3v/zy/w6vxJvPY9qxz1UWOdnoVD0m04ZJQN+RQIbxy6Hw9Xc3Bkuh1+X7NYpWhTiT8++TwMbV8JZClEM+eqT4sz/5QmbAQHsHuuvz9cMsE3fJPscdCFAUzTPaeONiEsB50coKDnodG0QCUhchOoho28RGUU8pQ334VO0EpLlEZhMO1vcG3bDCOqg2nrel8UB+lDsgwVTYjeRoSMgUjZvA+On70rhCVQQ7nnQgYvkHKAx1+3OKGSdDmwTqYBPcgZdkkEPUBIphT0sHFGhBKypVG2M+SDBbolCwU0swqbp4Ywb2AKXcOBlARhyjQwL5tCYVPkSsNAYlM1igPTnZi0OUZlB11IKLKYLRN8Y/UP8btvexeyOx/i6nOSAFpy4kFyJjqZKmGaKdIJA9PkXo20DVQtgXSaUIy4ykfJ59TcJNBZSEjaAiYjVLMtmmszlMe0oTe3QEMag7Pa2PjIPJx0whr8Yv2BOHzhVsxrTOE7jy7FlSfeiMtuexve/Kq78dDEQmy9/hDM2vlzdP7LCWitn0I5u4npA1JkU9b50wjohoDN0OvzMSwRa2uN09WwDT0wkAQqFFRLoyhSZBk3SE90Gxhpdpme4g0XXfX+ie5szM8m0bYZKhrBwmQcm8wwRmUbBgItEGYri0GZY82bD8DglvvZdyF1/QpNdmFnk1SNRFuYVgohBazzYuA5UIRKmM/mm4YIFCrhNtt1LZI++E244fncSgEYgdQptRkrQ//acNbFUFKw7LPsCWS0ZIkuJUhJY1gVsJBoyTZ7NggN6Z6PXCb45m1fxYlXXYYDP3efk3911QylgnAGlO9p4ISC9UIw7hz9Ghi++yqG/51wAbhPRCQ8hlC1NUFxkCElhbWyLvRSWoUmCbcp556VSZOjIauwB1AgdCnBkM8MwW3mvVkv4PYzsifb6/YvgVKbcP9ECD78/sUiVL39XCY0YJs9Y0IrwY71LU6gkBSQCQeKaWrYT0sSUhc4actJx8Lw2pZIG1T0khdAZYMs9ehv+wFobxPE+xAvoYqG68vYy2ajpxy8IHOL8H2P1Qw3ue72uz3+sd4vdqUbSVDvK5SLbSibKmFrvSe1zMeuFCmvOON5mP7n2mkG6mj4TiFz0QuSRC/bUa/IEG/cPS/ba2hrpzZjSaBrUliSXNkg77DLE4v3WLAkUbrbsksES4R3XvAdrL76lVzN0JoXBuOqGq4JVBjDVY3KQFQWsrSQxvkv1M5H1CgTXjUIljfZnmKlSpdgcw19IYMDBB8BXwb3ilLWNXtT4lRUpAsyUsvNjamFTCxUYqGUDY1/nn/LY+boMCShBAUOuIdvAPZ9RVIQMmFhiJDCRY1CMgXAkvMbqFXrjHE0mTqdrjfmPK7UT4+pw7/X1v6f3I3uJRv93/IZSWWdmgpns8MY2wSTuoGxsokp08BY1UTbZu6rEXqPpinDpM0xZlrYapqYNE38spyDMdvCmG1hu20hc42fufOVyEWFliDMU5OYrRRGpMA717wFr/+b9+Dsv7oCVJTsM5I3INKUncAbGasCNRLYLOFspqdDwCURXDbTql6w4TdSPhitUydCpaNGmwiN4G6ofHAO+MJj7yLK2r2hYAOFyt8ncg9zmRICyvdCefpcGD/qNYQH+qE7Fu2TEfw+TwvjALv2DBmEwJxf6GWtRU2JipuVWRyC/7SAdjSKyqrdVIMAOHpYb6M1bRvOXydBQQpdEuiSgfGeBpXmL617VQ5rWezCEGSh3Zzgq5wEVfnnnOcG77UjNVcuvZyzmmI6mZnIoLoCoq0wPZFDdiRWb58HlVhMFDmW/fwYHHb5dtw+eRQO+hZw80OvwEPrF4Ik8MGHVoAUIMemkO7sIt9p0NrQASmgO4t7GaziQAcEdOdyJdQ0gHKEL7AZ1cEEVjQsoAVUYmBL16DszD0HUjbMzFWFobSLpioxnHQxK22jISvu0VBTSIXGPMUqbENCY0gKPFAO4XXvuxTTn5eY/N3jOHAjF7Q5xSk4zxWbJ6EHxqPnJSFCH5+fJ/rnit1u19495OeROqh3byhpQ+9SIliNL3GSr1I4QQSpa8a1rhdwD1JvhgjnnvFHWHTNPfBGvGEjnvKzj4Rpk/y8OxloieA437du+qrNU633dQaDr964Z18KqlW1e2u8f9Yz2T8R70l1sgzN1DLUAyyJHn22Toly1EJSov/1egRY680E0PPbqL9mxe7j6enUbg+w6+kHCnitT9Oipz5la6qUES8uvGRGtb5AZ25D4jnuEkw9kZAu+Vt/MH1Wf5eN+x426H0/71rRqD11IfPhXxc9wx7+UwRjJRJhw8MI1Ho0bIKKklDRMLU/pAC30XCf5/nYfoPhGtr6TPv8+dS+woRC/e8hgcDF5A2pm1ys69MIcYzfPIkwofLl7Clo1Eum07aBLqVhY+nN+7pk8Wcj/4nfe8296Jz1Cg42fM+BtcFx1124cMyeFiQrgioskg4hbVMILkQw8uuNQ6AIucCjfh0AF2B4x1dF4f+9p4PNiLP7KbH6TtJ/EcnRZYyRwQHckgia8C1XzRhMSgwodvZtyRJDir97VJSgBF83zz+uYBDofIDTgPfmhq6ioRRntfsWGHd7aOrTtieFYCDmXcEhmc7h/SPCubl7gCoJ0hJWy56rcpmi1NxIW+gEhU54UTRMCZqdtbGtGMSCxiTGdStsDB4uFmLK5Hi0nI9J00SXMtfIXbAsNVi+ctSZkI3KDiqSGBAVRpwR3yJVIoVCS6RYu20OZt21GYdf/kuIVpOz/CkrSyFNXLaPKROQABR7pFDCajtWsTmXH/++Z0LytSGFoLID/1XbZNT18/1eH4I346lTafNmjYYkZ/dJBH18phRVzpRMh2fIz2t1UQgD3jz5hAkRcZDuTDx54yTD/dDbSFDwmAjJBL+xCoEHQiKlPk+EPiTqZV9szUuDSKCZVih0glxVKE2C8TJHJjWe7I4ilRpt0wiqWpM2x4AoUUK5Kh6hXQucyRh3j0vQ5BRXqDoFRLdgqdvJLvRAAlWY4HWSThrn/cBCEdIQ0kkKlSlPn0ymBbIJAIqplrJgKpUqgdFmF0qxAtzSY57A5PUNKFhMH6CQZpp7bnLgH9edjXxLgeLQuSjnNaGbEuvOGuKejAO4UkRKoJjLSZFkWoRnjzLX41VId29xBlwN88Z/YKSDgbzEaLOLo+dtRkenOHp0E/f1WYWRpIMNxQgqUpgyuZtTUxfEK2Q16m0uKqiS0PqjcQz/YDUH34MDLCE8xPKwSBSsU9wjJfvmxV6ChnrqUm6d8+p73rQ0NOW7OXo3irETFZGSkzKGRNiAAwi9S95h3m9eK6tQ2Z4wik848JcOVeFUCDQEBxM8ByRcvXG9WaEXg4h7NMAN7yEQh0s6KAT6JFPFes9271zc+/0DUkftf4ORne2tmf65thAcVLkeDR9Q1ZvCM8/M6Es0+ondPeN+3QTYIwQuueCotd7hXNhej1Y9UOqr2rjjryfgeifjgw0EdgNL3PZXavyY+b0AJ9VsTzEz4kWFl0yg4alSsjbB9n7H3097/6U4/E/u50xOlvY7g9e/71Lt8NnMsL7WJtDduJt9AQbcjNubbDx1iuUtewoioZIh+o16vPmZgXA+FKyjz39DclajztG0nMHnCgccV5t2nyT9MRN6zXy2xtsP2WwXbKj+Zva6UU9pFArHHe6aFNoqdEwWXFwrSqBgg442fylMUwID1tB/cOwA5N++lxsVpeANhuYv0S0huhWEM+0SlYEsjMvEuuurepOk1Cwlyb0ZQDpFrEzlXW3Rq1zY+iKJXqbab8I8X52y2j3hrqWoVTJkQk6ukTCQl2ikrC41kHIAkUndp8QD9GSK/Xfff+A9FFJhkQtCSyrkInFBIPE1IupV5XxQ5lW5/KEGHfVd78n+zFzg5mq+Fspp+8vSOXOXjmLk3Nb9+HsjOuVK5p2Ke3MmqxxtnWGibGJbOQBNEhM6x/ZqILhedylBS5aYNM2wefDBaAWFSdvEJj2KrWYIo7INKQhLkgqzVYUhaXGAakEJgTf/zgV47c/fyupHj67D1t8uYScmgUYjmL7ZwRYvxnnCG3AhYJop0yac+y8kHLWIM5qm0ZPuNLlgikEtWAWY7889HeTuPwq0Cc/PZoamhbESSlLQnVc1miSAsMnwTsBql41L4Ny7Mc8FK7V5004hhKt08eZCaFcNJHCfBtBPA631YTAH3Vc+XEK26t3//mYRlTteySak3jXeB1WVUehUfJyl21hIQeiYFCNpB1MmRyo1pLDYqoeQiwrr9Gy0bQNdSjBN3LTcpgrf/vI/Y+3/ehVz6btdiKFBYMv2YEwpJ7ugLEFju1OkMoSkzf0o3Lvl5oEukO/k4Cobc4+LANJpoJgNZFsSrjw0OKCuRi3Wb56F7qND2Dw2hO2dFp54Yg5mpdPYcYJFvnwIYk0Lr754Jf56yfeQbh5Hur0NWEI5JFHMsqgGFctEp9zXpboC7YUiXFNRAem4RDnLAIqgFnSghksIQZg1Mo1Go8JIs4tGojFZNPDQ1gWY6OZ4aGxh2JhOmhwnDq5DS5Y4Ot+AoxobsSjZiSXpdqTC4Ekzgg2mha1G4Ek9CwP/tgJ2apolXjPu7bJzRtmDIVHOpM5CFpVLyvhIme+Bcoh7NHSTqV+CuGqcdLgHJm1zhRiE0Extmha2ZUANCzFS8ue6W8hohapM3EbV51C432soKZBIg4GkQENqVKTQcJ4zvtLr58xcsMnikLSYrRQ2GIU3vvw02F8+zMp8lQaKAlSUISlHXmlOsRAEyxDLYADpxVLELowA00BwCbcZerLP/qYC9hhgsMM796EAvX5STQoShNImIQHTtY5eLCsMyAIt4RrfKUEKggE3g//9/LvxxbU/YhocfyiC6mSianuZ2rPt1OaervoUejRqex3pFOiES6T5c/PVWukp1Y4OXhkVqNQ+WEwle4M8Xe/pfoN9rTD1AlSdesn0aPgIn5tonXKPsEhhkYKrANMLJeYsXgS7dXtPxQTgbLDjo3rupt+U16k1fu33GzdBzF/sK6HuWkr2GQD/ll02EL4hTJOEJhUMbqz7DvSoNL46AwAGFCgFQjuXU889r8Ud3g+k1/DFGtsEl12r3SFeFzwca8jKAqgkSBo+ZyshpQkTqV8kvBdIRRINCBQ2wQ49AJlapKRRkkJKnJkPKhrEi8f/edlX8a/3vho//w3RMyDKUs5KV5plCSvN55awQhAcdYp8hkUJJAUFWcJQ4RG8gULaGxeS/JokZgX58fbuzjZUN2pZf+8t4UrhMuUFRAiCVNZJGO5evfKNf55zLIUNC+iQ4uAic31F7HRrQ0aySwJDTq4Rkk3akKZstJVlbvF0PN2igmm2eoGyFGFzbDKW/CTBsquqYONB3xDs72HVdb0HWkAo7nXpl3zmzK8hwFQSWbPCVNVAlhmMtDqcoXd0gNIq6EpiMC2wtTuIlw1uQ+FodYvVTkyaPNyrUyaHJYGjGhuxrpqNoxob3fmnWKA62GEzjFkTDuSH3RSfePNbIXKDAy4Z4+Aib0C0mqB2hzferulTFCVoIOfgzG0whCU26APfNzblRlebAIEu5DbkqiBUAyJka20KptClCM7BfoMFF5TDPRN1MQBPmxDuftAkMSC5X8fD1DccSrtsplei4WbXxzXh6ztP5v6MquJqTZL08ghZjwdNvimUeOPk+zOkcXxs6p0rnEeNyXrnzht3rurJSsD6DYjmz5ap7W2opA2eFB2doqEEclVhssr5frcK49RCLiuMqA66lHIQWdt8TFrCkBRo2wpf/KNP48+PuRAL/+gxrmg0WSZXeCduIRyFiiWwbaYgpGDDPi7swCaAzgU7cze5khEocXDCECCokk/YpoDc0WDp6k0tbGqnOPplG/DZH/wX0IDGxOECSUfgB7eeiNvUicA7vbIdy203t0hsfK0BYJC0JfstuPums8BVk1yvNWUEZBxwCgAysWgXKZSymC4ypIlBpgzmjk5jQXMSEoSBpHCGbgIbq1E0hMYjxQKMqDYWpTsxX0zBQOCEbBsGhIQUAnPURlSrFP71jN+E3bETQucQzSZXhrI0BN8kJewgU6fMUBo23wCrepEUkG2XnHHyvCbzz0ONXgq+b2QpQJovtLUCoqkhFEElBmlqIARCpc8bvAHAeJVjbmMaHZOiqSrMTae4AugEMjKhMaQ6wYtlQGhUBExag8OSBF9ZdRv+6+9eBKx5AiLLOLhq5qBEsX9OIlkcIU+QtCvoVhrWBT8PMF1WhJ4+AEGW2PdgemU6/iX11s9aosGvH9ZRjIkErFvzuYphMKDK4A/SUgXapoGudCIPEsiswajswAIYkgopFD646RQ8eIoEMA05NNRLmjqVKaEtbJ64cbDQTeV6h2r7F7f+CwPu5yROMOjcnbNTawtUUb9YGnCCRrA/CHt/Icx5gaFBEhWx8EdiLRpCY2A/6n2ImDm86AMNn9U10wVKSZhSBCENpNQQ7kFWgrWs83VtFE88ztUMAkRoqOTSIxkFqzVPuK4Ry0gBIzgAYX4xB5hsXMd0YZu4LI4l2IwzDky94Qyn0BYy07DawlQWKtGwlYZONIpEQygNlZRoJAWmlEWaFChUCSE0lDTYIfk4hLIwgpguLwQ0lQDZsOkW2jWbVwakFKzRzqxO9jwsHGeStHDZEWdCZwBrXHYfFJRFrCW+PopYpUcRZGJhM42qIKSNClpplInmQCQxMMogS0tAGlhh0M00EqkhpIYVFlZalEJCKJ6ghqXBiJR4g7oLK8yrIEsLUAqBFAKcsaUM7Ohq2diPTZAkjEiACuzeLSRIuoWiRJgkDQRvoIQI6kHkXV2d8qEPKI03I9PoZf8VBaoaBY0/AFOu9K4IlJgQeEgUnOWRFlVhoKRFUVZIVQmhNLQ00EmBhtCYLAiZtCDJjZ9ScXkpcfevFMCYEBiUCrrsQFHJ03gFCGmYFlRpECWgRgLqTsM0EqY5WcG0IOImTNOQIM3Xw6aA7bhNtgbIMbd0E6A2QClxu49zvibDlTLKCGhwo3OSGphpXlCtsZiuDEqdIB/inVSmDBpJiaIApCgxblgsQAqLwRYwoQUWZJ3wLBfCYFM3xYQBxgperLoEDCYETRWmhMWgIORCYqIg6Pt/iUvufgAf+8xbseBLvwCEgDASYiiHFTyAJBOIquRztBIkJIicXwA57wyN8GyQde7H4DXVelEI18RrjXtWUgJpMJ3OU6sqAqUW0ASZGZiSQMqi0dDQJUEkBlJpINEoC4Nm1kVbaqRpBUgNKwxIVmgmXZSyQiE0OrKCEQLNpMROEDIBDEvgjOQe3EfHQyYZBJVg3w4BlBpEKUik7lwFrEpApYBOWG6WjHDidNzYaRquEKIFtATQBWzVa3JnD0h+LqynaQgA2gKZ4T1aaiBSAw2g1WpDlxYkLERSIU0LbO0oSKempKXFQNrFuAC0VJgtCZUQmBAZDkpKbLYJDkskjhSEw5tPYEfRhmomQHsCIhkCdAWMTcHOGeGEQhewmYKRCWTHosoyZFMG1FLcxO/u7SqTUF2CzQSqQaC1hjC1WIBcXwcEoOdYZJMSeqRC48kU2SrgwZ1zAdGG2qiAA6ZQDghka5pY9NMuxg9tABLozhaYONTCpoRTjn4YK+47AnKrYrGFAcAogm4QaEjzWHUkQBq0U8E2LGRqoBIDQRrzBiexvdNCklZoJBUmuwqqywG7UgatbAqjSRvb24MYzcZc8FpiShI2qhSzZQeVImwlDSUEVlcDuO74RRCNDZDNBiAMhC24GNzugvJGCMAtXJZfF7CC1wpBxOuhC8St5HWDCsAAQMH3ik153gjPBSH0taENwFiozMAqg0oR8kzDCvYXstKikhZpWkLZaUx2LYbSEoXU0BBoqgLT0mBYdQDZRilLbBUJ5qtp7ACQCYumAKzQGFUtVFJDStbcFVIB3Sk26LQlkCaweQIDCygBLQhUgeeBzD0fmYD2G2nlaE9d8DyS8Hxp3Frvnw9y/VBkLVASZGogEouq5Eo3LK8LqCyqUqOTGDSyEqWqAFlBqgrdREOhQkdpCFlBCf45kwZWEKTUaAhCMVWh0gTZyGBROYlyC1Saq/MEkFCwCdNDjWV1NVu5eQ68JhC5MYWbExLAFm4+MMTzf8KJlbAPcHsBkVroygCpBSkLkWp0UzajnS4sBpMCJCt0lYZUTDk0XV8R338DDo2qL+G6r6FRPfOb9jEE7c8jOgNYv349lixZsq8PIyIiIiIiIiIi4hnwxBNPYPHixfv6MPrQ7XZx6KGHYtOmTfv6UHbDwoULsXbtWuR5vq8PZY940Qca1lps2LABQ/Xy4X6OiYkJLFmyBE888QSGh4f39eG8ZBHHYf9BHIv9A3Ec9g/Ecdh/EMdi5kBEmJycxKJFiyC9Ked+hG63i7Lutr6fIMuy/TbIAF4C1Ckp5X4XGe8thoeH48S1HyCOw/6DOBb7B+I47B+I47D/II7FzGBkZGRfH8JTIs/z/XpDv79i/wsZIyIiIiIiIiIiIiJe8IiBRkRERERERERERETEjCMGGvshGo0G/u7v/g6NRmNfH8pLGnEc9h/Esdg/EMdh/0Ach/0HcSwiIp4eL/pm8IiIiIiIiIiIiIiIXz9iRSMiIiIiIiIiIiIiYsYRA42IiIiIiIiIiIiIiBlHDDQiIiIiIiIiIiIiImYcMdCIiIiIiIiIiIiIiJhxxEDjeeD222/Hueeei0WLFkEIgW984xt9v5+amsJll12GxYsXo9ls4phjjsHnPve5vvds2rQJb33rW7Fw4UIMDAzgpJNOwk033dT3nh07duDCCy/E8PAwRkdHcfHFF2Nqauppj63b7eLSSy/FnDlzMDg4iDe96U3YvHnzjJz3/ohnGovNmzfj7W9/OxYtWoRWq4WzzjoLDz/8cN979uaarVu3Dueccw5arRbmz5+P973vfdBaP+2xPZfxe6Hi+Y7Djh078Bd/8Rc48sgj0Ww2cdBBB+E973kPxsfH+z4njsPTYyaeBw8iwtlnn73Hz4nj8MyYqbG488478Tu/8zsYGBjA8PAwXve616HT6YTfx3Xi6TET4xDX64iIZ48YaDwPTE9P44QTTsC11167x9+/973vxa233oovfelLeOihh3D55Zfjsssuwy233BLe87a3vQ2rVq3CLbfcgvvvvx/nn38+3vKWt2DlypXhPRdeeCEefPBBfP/738e3vvUt3H777XjnO9/5tMd2xRVX4Jvf/CZuvPFG/OhHP8KGDRtw/vnnz8yJ74d4urEgIpx33nl49NFH8e///u9YuXIlDj74YJxxxhmYnp4O73uma2aMwTnnnIOyLPHTn/4U//Iv/4IvfOEL+MhHPvK0x/Zcxu+Fiuc7Dhs2bMCGDRtw5ZVX4oEHHsAXvvAF3Hrrrbj44ovD58RxeGbMxPPg8clPfhJCiN1ej+Owd5iJsbjzzjtx1lln4cwzz8Rdd92Fu+++G5dddhmk7C3hcZ14eszEOMT1OiLiOYAiZgQA6Oabb+57benSpfT3f//3fa+ddNJJ9N//+38P/z8wMEBf/OIX+94ze/Zsuu6664iI6Je//CUBoLvvvjv8/rvf/S4JIejJJ5/c47GMjY1RmqZ04403htceeughAkB33nnnczq/FxJ2HYtVq1YRAHrggQfCa8YYmjdvXrjOe3PNvvOd75CUkjZt2hTe89nPfpaGh4epKIo9HstzGb8XC57LOOwJX/va1yjLMqqqiojiODxbPJ9xWLlyJR144IG0cePG3T4njsOzx3Mdi1NOOYU+9KEPPeXnxnXi2eG5jkNcryMinj1iReNXiNe85jW45ZZb8OSTT4KIsHz5cqxevRpnnnlm33u++tWvYseOHbDW4itf+Qq63S5+67d+CwBnskZHR3HyySeHf3PGGWdASokVK1bs8e/ee++9qKoKZ5xxRnjtqKOOwkEHHYQ777zzV3Oy+zGKogAA5HkeXpNSotFo4Mc//jGAvbtmd955J4477jgsWLAgvOcNb3gDJiYm8OCDD+7xbz+X8XuxYm/GYU8YHx/H8PAwkiQBEMfh+WJvx6HdbuOP//iPce2112LhwoW7fU4ch+ePvRmLLVu2YMWKFZg/fz5e85rXYMGCBTj99NP7xiquE88Pe/tMxPU6IuLZIwYav0Jcc801OOaYY7B48WJkWYazzjoL1157LV73uteF93zta19DVVWYM2cOGo0GLrnkEtx88804/PDDATAndP78+X2fmyQJZs+ejU2bNu3x727atAlZlmF0dLTv9QULFjzlv3kxw0/aH/jAB7Bz506UZYmPf/zjWL9+PTZu3Ahg767Zpk2b+jZV/vf+d3vCcxm/Fyv2Zhx2xbZt2/Cxj32sj3oQx+H5YW/H4YorrsBrXvMa/P7v//4ePyeOw/PH3ozFo48+CgD46Ec/ine84x249dZbcdJJJ+H1r3996CGI68Tzw94+E3G9joh49oiBxq8Q11xzDX72s5/hlltuwb333ourrroKl156KW677bbwng9/+MMYGxvDbbfdhnvuuQfvfe978Za3vAX333//PjzyFxfSNMXXv/51rF69GrNnz0ar1cLy5ctx9tln93GcI361eLbjMDExgXPOOQfHHHMMPvrRj/76D/hFir0Zh1tuuQXLli3DJz/5yX17sC9y7M1YWGsBAJdccgkuuuginHjiibj66qtx5JFH4vrrr9+Xh/+iwd7OTXG9joh49kj29QG8WNHpdPDBD34QN998M8455xwAwPHHH4/77rsPV155Jc444wysWbMGn/70p/HAAw9g6dKlAIATTjgBd9xxB6699lp87nOfw8KFC7Fly5a+z9ZaY8eOHXukMwDAwoULUZYlxsbG+rIkmzdvfsp/82LHK1/5Stx3330YHx9HWZaYN28eTjnllFDi3ptrtnDhQtx11119n+uVQZ5uLJ7t+L2Y8Uzj4DE5OYmzzjoLQ0NDuPnmm5GmafhdHIfnj2cah2XLlmHNmjW7ZVnf9KY34bTTTsMPf/jDOA4zhGcaiwMOOAAAcMwxx/T9u6OPPhrr1q0D8Nyua1wn+vFM4xDX64iI54aYzv0VoaoqVFW1W6ZWKRUyVO12GwCe9j2nnnoqxsbGcO+994bfL1u2DNZanHLKKXv826985SuRpil+8IMfhNdWrVqFdevW4dRTT33+J/cCxsjICObNm4eHH34Y99xzT6CF7M01O/XUU3H//ff3LSTf//73MTw8vNsmwOO5jN9LAU81DgBXMs4880xkWYZbbrmljzcNxHGYSTzVOPzt3/4tfvGLX+C+++4LXwBw9dVX44YbbgAQx2Gm8VRjccghh2DRokVYtWpV3/tXr16Ngw8+GEBcJ2YSTzUOcb2OiHiO2Nfd6C9kTE5O0sqVK2nlypUEgP7pn/6JVq5cSY8//jgREZ1++um0dOlSWr58OT366KN0ww03UJ7n9JnPfIaIiMqypMMPP5xOO+00WrFiBT3yyCN05ZVXkhCCvv3tb4e/c9ZZZ9GJJ55IK1asoB//+Md0xBFH0AUXXBB+v379ejryyCNpxYoV4bV3vetddNBBB9GyZcvonnvuoVNPPZVOPfXUX9OV+fXjmcbia1/7Gi1fvpzWrFlD3/jGN+jggw+m888/v+8znumaaa3p2GOPpTPPPJPuu+8+uvXWW2nevHn0gQ98ILxnxYoVdOSRR9L69evDa880fi8mPN9xGB8fp1NOOYWOO+44euSRR2jjxo3hS2tNRHEc9gYz8TzsCuyi1BPHYe8wE2Nx9dVX0/DwMN1444308MMP04c+9CHK85weeeSR8J64Tjw9nu84xPU6IuK5IQYazwPLly8nALt9/cmf/AkREW3cuJHe/va306JFiyjPczryyCPpqquuImtt+IzVq1fT+eefT/Pnz6dWq0XHH3/8bvJ527dvpwsuuIAGBwdpeHiYLrroIpqcnAy/X7t2LQGg5cuXh9c6nQ69+93vplmzZlGr1aI/+IM/oI0bN/5Kr8e+xDONxac+9SlavHgxpWlKBx10EH3oQx/aTYJzb67ZY489RmeffTY1m02aO3cu/dVf/VWQXa0fx9q1a8NrzzR+LyY833F4qn+/6zWN4/D0mInnYVfsGmgQxXHYG8zUWPzDP/wDLV68mFqtFp166ql0xx139P0+rhNPj5kYh7heR0Q8ewgiopmukkREREREREREREREvLQRezQiIiIiIiIiIiIiImYcMdCIiIiIiIiIiIiIiJhxxEAjIiIiIiIiIiIiImLGEQONiIiIiIiIiIiIiIgZRww0IiIiIiIiIiIiIiJmHDHQiIiIiIiIiIiIiIiYccRAIyIiIiIiIiIiIiJixhEDjYiIiIiIiIiIiIiIGUcMNCIiIiIiIiIiIiIiZhwx0IiIiIjYRyAinHHGGXjDG96w2+8+85nPYHR0FOvXr98HRxYREREREfH8EQONiIiIiH0EIQRuuOEGrFixAv/8z/8cXl+7di3+5m/+Btdccw0WL148o3+zqqoZ/byIiIiIiIinQgw0IiIiIvYhlixZgk996lP467/+a6xduxZEhIsvvhhnnnkmTjzxRJx99tkYHBzEggUL8Na3vhXbtm0L//bWW2/Fa1/7WoyOjmLOnDl44xvfiDVr1oTfP/bYYxBC4Ktf/SpOP/105HmOL3/5y/viNCMiIiIiXoIQRET7+iAiIiIiXuo477zzMD4+jvPPPx8f+9jH8OCDD2Lp0qX4sz/7M7ztbW9Dp9PB+9//fmitsWzZMgDATTfdBCEEjj/+eExNTeEjH/kIHnvsMdx3332QUuKxxx7DoYceikMOOQRXXXUVTjzxROR5jgMOOGAfn21ERERExEsBMdCIiIiI2A+wZcsWLF26FDt27MBNN92EBx54AHfccQe+973vhfesX78eS5YswapVq/Dyl798t8/Ytm0b5s2bh/vvvx/HHntsCDQ++clP4i//8i9/nacTERERERERqVMRERER+wPmz5+PSy65BEcffTTOO+88/Md//AeWL1+OwcHB8HXUUUcBQKBHPfzww7jgggtw2GGHYXh4GIcccggAYN26dX2fffLJJ/9azyUiIiIiIgIAkn19ABERERERjCRJkCQ8LU9NTeHcc8/Fxz/+8d3e56lP5557Lg4++GBcd911WLRoEay1OPbYY1GWZd/7BwYGfvUHHxERERERsQtioBERERGxH+Kkk07CTTfdhEMOOSQEH3Vs374dq1atwnXXXYfTTjsNAPDjH//4132YERERERERT4lInYqIiIjYD3HppZdix44duOCCC3D33XdjzZo1+N73voeLLroIxhjMmjULc+bMwec//3k88sgjWLZsGd773vfu68OOiIiIiIgIiIFGRERExH6IRYsW4Sc/+QmMMTjzzDNx3HHH4fLLL8fo6CiklJBS4itf+QruvfdeHHvssbjiiivwiU98Yl8fdkREREREREBUnYqIiIiIiIiIiIiImHHEikZERERERERERERExIwjBhoRERERERERERERETOOGGhERERERERERERERMw4YqARERERERERERERETHjiIFGRERERERERERERMSMIwYaEREREREREREREREzjhhoRERERERERERERETMOGKgEREREREREREREREx44iBRkRERERERERERETEjCMGGhERERERERERERERM44YaEREREREREREREREzDj+f+Z6JVEC+Z8oAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(10, 10))\n", + "\n", + "# Convert Y-Axis from default to symmetrical log (symlog) with labels\n", + "ax.set_yscale(\"symlog\")\n", + "ax.invert_yaxis()\n", + "ax.set_yticks([10, 20, 30, 40, 50])\n", + "ax.set_yticklabels([10, 20, 30, 40, 50])\n", + "\n", + "# Plot scalogram\n", + "plt.imshow(\n", + " phase, vmax=(phase).max(), vmin=(phase).min(), aspect=\"auto\"\n", + ")\n", + "\n", + "# Convert default X-axis from time steps of 0-504 (0-len(sst_data)) to Years\n", + "start_year = 1871\n", + "end_year = 1871 + (len(nino3_data) * dt)\n", + "x_tickrange = np.arange(start_year, end_year, dt)\n", + "start = int(9 / dt) # 36, starts the x-axis label at 1880 (9 years after start of data)\n", + "display_nth = int(20 / dt) # 80, display x-axis label every 20 years\n", + "plt.xticks(range(len(x_tickrange))[start::display_nth], x_tickrange[start::display_nth])\n", + "\n", + "plt.title(\"El Niño Wavelet Phase Spectrum\")\n", + "plt.xlabel(\"Year\")\n", + "plt.ylabel(\"Scale\")\n", + "plt.colorbar()\n", + "plt.show()" ] }, { diff --git a/notebooks/example-workflows/spy-keypad.ipynb b/notebooks/example-workflows/spy-keypad.ipynb index dad9f26..bfcc7f0 100644 --- a/notebooks/example-workflows/spy-keypad.ipynb +++ b/notebooks/example-workflows/spy-keypad.ipynb @@ -84,7 +84,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -107,9 +107,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Hello world!\n" + ] + } + ], "source": [ "# as well as any and all of your code cells\n", "print(\"Hello world!\")" @@ -125,7 +133,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -295,7 +303,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.8" + "version": "3.12.4" }, "nbdime-conflicts": { "local_diff": [ diff --git a/notebooks/wavelet-introduction/wavelet-basics.ipynb b/notebooks/wavelet-introduction/wavelet-basics.ipynb index 95dc2a1..655e685 100644 --- a/notebooks/wavelet-introduction/wavelet-basics.ipynb +++ b/notebooks/wavelet-introduction/wavelet-basics.ipynb @@ -64,8 +64,8 @@ "| --- | --- | --- |\n", "| [Intro to Matplotlib](https://foundations.projectpythia.org/core/matplotlib/matplotlib-basics.html) | Necessary | Plotting on a data |\n", "| [Intro to Pandas](https://foundations.projectpythia.org/core/pandas/pandas.html) | Necessary | Familiarity with working with dataframes |\n", - "| [Intro to Numpy]| Necessary | Familiarity with working with arrays |\n", - "| [Intro to SciPy] | Helpful | Familiarity with working with wave files and FFT |\n", + "| [Intro to Numpy](https://foundations.projectpythia.org/core/numpy/numpy-basics.html)| Necessary | Familiarity with working with arrays |\n", + "| [Intro to SciPy](https://docs.scipy.org/doc/scipy-1.13.1/tutorial/fft.html) | Helpful | Familiarity with working with wave files and FFT |\n", "\n", "- **Time to learn**: estimate in minutes. For a rough idea, use 5 mins per subsection, 10 if longer; add these up for a total. Safer to round up and overestimate.\n", "- **System requirements**:\n", @@ -90,7 +90,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -100,8 +100,7 @@ "from scipy.fftpack import fft, fftfreq\n", "from scipy.io import wavfile\n", "import math\n", - "import pywt # PyWavelets\n", - "plt.style.use('dark_background')" + "import pywt # PyWavelets" ] }, { @@ -120,7 +119,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -136,7 +135,7 @@ ], "source": [ "# Load .wav file data\n", - "sample_rate, signal_data = wavfile.read('jingle_bells.wav')\n", + "sample_rate, signal_data = wavfile.read('../data/jingle_bells.wav')\n", "\n", "# Frequency determines the chord\n", "\n", @@ -151,7 +150,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -218,7 +217,7 @@ "4 0.0004 -8540" ] }, - "execution_count": 14, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -235,7 +234,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -319,7 +318,7 @@ "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -346,12 +345,12 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 19, "metadata": {}, "outputs": [ { "data": { - "image/png": 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o6dOna+DAgapUqZIyMzNdwmdp2bdvn3x8fBQdHa09e/acd/tFixbp0UcfVUhIiO6++25FR0e79Ojn9nzHx8cX+zj269dPQUFBuuWWW1yC6fmGO5zLvn37znv89+3bp44dO17wed+5c6fuuOOOC3puaWnatKkSEhIIyfBqjEkuoTfeeEMRERG655571KFDBy1evFgrVqxwBo7AwECXMXLS2Z6Yhg0bukwxBRRHz549C1x+4403Sjr3kIGVK1cqIiJCHTt2dC6rXr26Bg0adMH1nDlzJl/v25133ukyBVhZSEhIUFRUlB588EGFh4fnW593fOWXX36piIgIdevWzWV9Qcdh3759+cYTP/DAAy7DSqSzATD3zmlWVatWzdfzfD6JiYlau3athg4dqoYNG55z22PHjmn58uW69957NWjQIK1YsaJEQ12K6n//+5+ys7MLnCJPkmrUqOHy+KOPPlJQUJAGDx6svn37atGiRS7rV65cqZMnT2rChAn5jq907jGyuT3Deb8XQ0NDFRkZWeT3Y/XJJ5+oU6dO55zpYdGiRWrQoIGGDx+eb11QUJAqV658ztdYv369atSoUa7ucNilS5cCh2UB3oSe5BJo2LChIiMj1ahRI+cUV6+++qr69u2ryMhIPf3001q5cqVmzJih+fPnKyoqSi1atNDYsWMlne3tO9dURkBhZs6cqcqVK+vTTz/Vzp07FRAQoCuuuMLZM2eduzevl19+Wffee6+++uorzZw50zkF3KFDh1SzZs0LGoP4+eefa+LEiZo7d65++OEHtW/fXoMGDSryeFh3euihh7Ru3Tpt375ds2fP1v79+xUWFqaIiAg1aNBAnTp1knT2OPz973/XihUr9PrrrzungDt48GC+XuN3331Xb7/9tj7++GN99dVX6tixo66//vp8c1JPmzZNt9xyiz7//HPnVGLBwcFq37697rzzTjVp0qTYwfWRRx7RunXrtGXLFr3zzjuKjo5WkyZNdNNNN+mSSy5x2fa9995zjp999tlni3fgLtD+/fv1zDPP6F//+peaNGmiJUuWKDk5WU2bNtVtt92md955R6+++qpz+59//ll79uzRSy+9pKCgoHy93cnJyRo5cqT+85//aMuWLfrwww+VkJCgRo0a6aabbtL333+v0aNHF1jLqlWrlJGRoWXLluntt99WlSpVNHz4cMXHxzs/sFlc06ZN05133qnFixdr7ty52rx5s2rUqKFbbrlFI0aM0C+//KL//Oc/GjBggP7973+rV69e+v777+Xr66vWrVtrwIABuv766/N9ADKvL774QllZWbr22ms1e/bsC6rTnWrXrq0OHTrw105A5WCKjYrSjDGmf//+zsc33nijMcaY5ORkl5aZmWk+/PBD53b/+te/TGpqqsnKyjLHjh0z//znP40xxlx66aW2vydaxWzXX3+9effdd83vv/9uTp06ZdLT083u3bvN66+/nm/KJus0ZZJMx44dzdq1a01aWpo5dOiQGTdunPMOa3Xq1HF57rJly/K9flRUlImKinI+DggIMNOmTTMxMTEmJSXFfPfdd+ayyy7Lt5277riXu5+xY8cWuL5p06Zm/vz55siRIyYjI8McPnzYLF261Nx+++0u27Vr185ERUWZ1NRUc/jwYfP000+byMjIfFNsORwOM2XKFBMfH29Onz5tli9fbpo1a1bgsQ0ODjYvvfSS2b17t0lPTzfx8fFm3bp1ZsyYMc4p+s5Vf0HTzbVp08Z88sknJikpyaSmppodO3aYSZMm5Xuuv7+/OXbsmDl+/LgJDAws0vdSUe/qljvdWs2aNQtcf9ttt5lvv/3W+f/g77//bmbOnGlatmyZb9sXXnjBGGPM7t27z1nX8uXLzfHjx01qaqrZs2ePmTt3runcuXO+mvI+7+abbzZbt241qampZv/+/eaJJ54wQ4YMyXdOi/q9LZ2dIvH//u//zOHDh016ero5dOiQmTdvnqlRo4ZzGz8/P/PEE0+Y7du3m7S0NHPs2DHz008/mWeffdaEhISc9zwsWbLEfPXVVxd0btx9x70HH3zQnD592lSpUqXI+6TRPLTZXkCFadaQPGDAAJOVlWVatWplmjdv7tLCwsJcnuvj42Pq1atn/P39Td++fY0xJt/8rjSanW3GjBkmNTXV+Pj42F6LnW3w4MH5AlVFab6+viYuLs68++67ttdCK1676qqrTHZ2dr45tu1oW7ZsMdOnT7e9DhqtHDTbC6gwzRqSW7ZsmW8y+qK0BQsWmO+//97290Pz3ma94UKNGjVMYmKiWbVqle212d0qcki+4447jDHGXH311bbXQit++/LLL80777xjaw3XX3+9SU5O5iYiNJpkGJN8HsHBwS6f+m/atKk6duyopKQk7dmzR++//77ee+89jR07Vj///LNq166t3r1765dfftGXX36pmjVr6s4779Q333yjoKAgRUZG6q677lKPHj1sfFfwduvXr9c333yjHTt2KCwsTMOGDVNoaKheeOEFu0vDBbj00kvVoUMHPfvss9qyZYu+/fZbu0vCBcj94K2dVq5cqZCQELvLAMoN25N6eW6F3RY0dxyin5+fee6558z+/ftNRkaGiYmJMZ988olp166dkWRq1qxpfvjhB5OcnGxOnz5tvvrqK8Yi02xvL730ktm1a5dJSUkxp0+fNt9++63p3bu37XWVh1YRe5LnzZtnsrKyzE8//WTatm1rez00Go3mCc3x5xcAAAAA/sQ8yQAAAIAFIRkAAACw4IN7hahXr56Sk5PtLgMAAACFCAkJ0ZEjR0pl34TkAtSrV08xMTF2lwEAAIDzqF+/fqkEZUJyAXJ7kOvXr09vspfwl/SPP79+RVKWjbXYieNQfBXhmFWEGisqjm35wbmo2C7k/IWEhCgmJqbUshoh+RySk5MJyV7CX1LGn18ny3v/c+U4FF9FOGYVocaKimNbfnAuKrbyeP744B4AAABgQUgGAAAALAjJAAAAgAVjki+Qw+FQtWrVFBISIofDYXc5pcIYo+TkZJ04cULGcGNGAADgPQjJF6B27doaPny4WrdubXcpZWLnzp2aPXu2EhIS7C4FAACgTBCSi8nPz08vvfSSTp8+rTfffFPx8fE6c+aM3WWVCl9fX9WpU0cDBgzQSy+9pFGjRik7O9vusgAAAEodIbmY6tatq6CgIL3yyivavXu33eWUuv379yspKUnPPPOMwsPD9ccff9hdEgAAQKnjg3vF5ONz9pBlZGScZ0vPkftefX19ba4EAACgbBCSAQAAAAtCMgAAAGBBSAYAAAAsCMle6PLLL1d2drY+//xzu0sBAAAolwjJXmjYsGGaOXOmrr76atWtW9fucgAAAModW0Ny9+7dtXTpUsXExMgYo/79+59z+3nz5skYk6/9+uuvzm0mTpyYb/2OHTtK+63I34Z2IYKDg3X33Xfrrbfe0hdffKEhQ4Zc4J4AAAA8l63zJAcHB2vbtm2aO3euPv300/Nu/+ijj+qpp55yPvbz89O2bdu0ePFil+1+/fVXXXvttc7HpX0DDH9JE0r1FQo2WVJWMZ8zYMAA7dy5U7t379b777+v1157TVOmTCmN8gAAACosW0PyihUrtGLFiiJvf+rUKZ06dcr5uH///qpevbrmzZvnsl12drbi4uLcVqcnGTZsmN5//31JZ49/1apV1aNHD61du9bmygAAAMqPCn3HvWHDhmn16tU6dOiQy/KWLVsqJiZG6enpWr9+vcaPH6/Dhw8Xup+AgAAFBgY6H4eEhBSrjiyd7dUta8XtRW7VqpUuvfRS3XbbbZKkM2fO6KOPPtKwYcMIyQAAAHlU2JBct25d3XDDDfrb3/7msnzjxo0aMmSIdu3apbp162rixIn67rvv1K5dO50+fbrAfY0fP17PPfdcieopbmC1w7Bhw+Tv768jR444lzkcDmVkZOjhhx926aUHAADwZhV2dovBgwfrxIkTWrJkicvyFStW6OOPP9b27du1atUq3XjjjapWrZoGDBhQ6L6mTJmi0NBQZ6tfv34pV1/2fH19dd9992nMmDHq1KmTs3Xs2FFHjhzRwIED7S4RAACg3KiwPclDhw7Vf/7zH2VlnbsP9+TJk9q9e7datGhR6DaZmZnKzMx0d4nlys0336zq1atrzpw5+XqMP/nkEw0bNkxvv/22TdUBAACULxWyJ7lHjx5q2bKl5syZc95tg4OD1bx5cx09erQMKiu/csdvFzSk4pNPPlG3bt3Uvn17GyoDAAAof2yfAi5vD2/Tpk3VsWNHJSUl6fDhw5o8ebLq16+vwYMHuzxv2LBh2rBhg3777bd8+5w2bZqWLVumgwcPql69epo0aZLOnDmjhQsXlvr7Kc9uueWWQtf99NNPcjgcZVgNAABA+WZrSO7atau++eYb5+MZM2ZIkubPn6/IyEjVrVtXjRo1cnlOaGio7rjjDj366KMF7rNBgwZauHChatasqYSEBK1bt06XX365EhMTS+19AAAAwLPYGpLXrl17zh7MyMjIfMtOnTql4ODgQp/DB9AAlLXQWjWVevKklFW6Ny4CAJSdCvvBPQAoD1pfeZkiOrRTWnKy9P4iu8sBALhJhfzgHgCUF+2v7SVJqlTMmxABAMo3QjIAAABgQUgGAAAALAjJAAAAgAUhGQAAALAgJAMAAAAWhGQAAADAgpDsRebNmydjjLMlJiZq+fLlat++vd2lARWXsbsAAEBpICR7meXLlys8PFzh4eHq3bu3srOz9fnnn9tdFgAAQLnCHffcxN+G18y6gOdkZGQoLi5OkhQXF6d//etfWrdunWrVqqXExET3FggAAFBBEZLdwF/SBBted7IuLCjnCg4O1r333qs9e/bo2LFj7ioL8C4OuwsAAJQGQrKXufnmm5WcnCxJqlKlio4cOaKbb75ZxjCwEgAAIBch2Q2ydLZX147XLa6oqCiNHDlSklS9enWNGjVKy5cv16WXXqpDhw65t0AAAIAKipDsJiUZ9lCWUlJStG/fPufj+++/XydPntTw4cP17LPP2lgZUEHxRxgA8EjMbuHljDHKyclRpUqV7C4FAACg3KAn2csEBgYqLCxM0tnhFg8//LCqVKmiZcuW2VwZAABA+UFI9jI33HCDYmNjJUmnTp3Szp07ddddd2nt2rU2VwYAAFB+EJK9SGRkpCIjI+0uAwAAoNxjTDIAAABgQUgGAAAALAjJAFAC3IgHADwTIRkASsDh4L7UAOCJCMkAAACABSEZAAAAsCAkAwAAABaEZAAAAMCCkAwAJcDsFgDgmQjJAAAAgAUh2cuEhYXp//7v/7Rv3z6lp6fr0KFDWrp0qa655hq7SwMAACg3/OwuAGWncePG+v7773XixAk98cQT2r59u/z9/XX99ddr1qxZuvjii+0uEQAAoFwgJLuJvw2vmVXM7d98800ZY3TppZcqNTXVufz333/X3Llz3VscAABABUZIdgN/SRNseN3JKnpQrl69uvr27aunn37aJSDnOnnypFtrAwAAqMgYk+wlWrRoIR8fH+3cudPuUgAAAMo9epLdIEtne3XteN2icjgcpVYHAACApyEku0lxxweXtT179ignJ0etW7e2uxQAAIByj+EWXuL48eNauXKlHnroIVWuXDnf+qpVq9pQFQAAQPlESPYiDz30kHx9ffXjjz/q9ttvV4sWLdS6dWuNHj1a69evt7s8AACAcoPhFl4kOjpanTt31tNPP61XX31VdevWVUJCgjZv3qyRI0faXR4AAEC5QUj2MrGxsRo9erRGjx5tdykAAADlFsMtAKAkjLG7AgBAKSAkAwAAABaEZAAAAMCCkAwAAABYEJIBoCS4myUAeCRCMgAAAGBBSAYAAAAsCMkAUBJMAQcAHomQDAAAAFgQkgEAAAALQrIXmTdvnowxMsYoMzNTsbGxWrVqlSIjI+XgE/oAAABOhGQvs3z5coWHh6tJkya64YYbFBUVpddff12ff/65fH197S4PAACgXPCzuwBP4W/Da2ZdwHMyMjIUFxcnSTpy5Ih+/vlnbdiwQV9//bWGDBmiOXPmuLdIAACACoiQ7Ab+kibY8LqTdWFB2SoqKkpbt27V7bffTkgGismI2S0AwBMx3AKSpJ07d6pJkyZ2lwEAAFAu0JPsBlk626trx+u6i8PhkGG+V6DYHOJDrwDgiQjJbuLOwGqHiy++WNHR0XaXAQAAUC4w3ALq1auXOnTooE8++cTuUgAAAMoFepK9TGBgoMLCwuTr66uwsDD17dtX48eP17Jly/Tee+/ZXR4AAEC5QEj2MjfccINiY2OVlZWl48ePa9u2bXrkkUe0YMECxiQDAAD8iZDsRSIjIxUZGWl3GYBHYQo4APBMjEkGAAAALAjJAAAAgAUhGQAAALAgJAMAAAAWhGQAAADAgpAMAAAAWBCSAQAAAAtCMgAAAGBBSAYAAAAsbA3J3bt319KlSxUTEyNjjPr373/O7Xv06CFjTL4WFhbmst2oUaMUHR2ttLQ0bdiwQd26dSvNtwEAAAAPY2tIDg4O1rZt2/TQQw8V63mtWrVSeHi4s8XHxzvXDRgwQNOnT9ekSZPUuXNnbdu2TStXrlTt2rXdXX6FM2/evAJ/yVi+fLndpQEAAJQrfna++IoVK7RixYpiPy8+Pl4nT54scN2YMWM0e/ZszZ8/X5I0YsQI3XTTTRo6dKimTp1aknI9wvLlyxUZGemyLCMjw6ZqAAAAyidbQ/KF2rp1qwIDA/Xrr7/queee0w8//CBJ8vf3V5cuXTRlyhTntsYYrV69WhEREYXuLyAgQIGBgc7HISEhxa7Jv9jPKLmsC3hORkaG4uLi3F4L4L2M3QUAAEpBhQrJR48e1YMPPqhNmzYpMDBQ999/v7755htddtll+vnnn1WrVi35+fnlC4FxcXFq3bp1ofsdP368nnvuuQuuy1/ShAt+9oWbrAsLygAAADi3CjW7xe7du/XOO+9oy5YtWr9+vYYNG6YffvhBjz/+eIn2O2XKFIWGhjpb/fr13VRx+XPzzTcrOTnZpY0fP97usgAAAMqVCtWTXJAff/xRV111lSQpMTFR2dnZ+Wa7CAsLU2xsbKH7yMzMVGZm5gXXkKWzvbpl7UJ6kaOiojRy5EiXZUlJSe4pCAAAwENU+JDcqVMnHT16VJKUlZWlzZs3q3fv3vrss88kSQ6HQ71799Ybb7xRqnVUlGEPKSkp2rdvn91lAB7EYXcBAIBSYGtIDg4OVosWLZyPmzZtqo4dOyopKUmHDx/W5MmTVb9+fQ0ePFiS9Oijjyo6Olq//fabgoKCdP/99+uaa65Rnz59nPuYPn26FixYoE2bNunHH3/UY489puDgYM2bN6/M3x8AAAAqJltDcteuXfXNN984H8+YMUOSNH/+fEVGRqpu3bpq1KiRc31AQIBeffVV1a9fX6mpqfrll1907bXXuuxj0aJFql27tp5//nmFh4dr69at6tu3r8tcyt4sMDAw33CU7OxsHTt2zKaKAAAAyh9bQ/LatWvlcBT+p0rrfL7Tpk3TtGnTzrvfWbNmadasWSWuzxPdcMMN+cZn79y5UxdffLFNFQEVHVPAAYAnqlCzW6BkIiMj5XA48jUCMgAAgCtCMgAAAGBBSAYAAAAsCMkAAACABSEZAAAAsCAkA0BJMLkFAHgkQjIAAABgQUgGgJLgrtQA4JEIyQAAAIAFIRkAAACwICQDAAAAFoRkLzJv3jwZY/K15s2b210aAABAueJndwEoW8uXL1dkZKTLsoSEBJuqATwAU8ABgEciJLuJvw2vmXUBz8nIyFBcXJzbawEAAPAkhGQ38Jc0wYbXnawLC8oAAAA4N8Yke5mbb75ZycnJzrZo0SK7SwIAACh36El2gyyd7dW143WLKyoqSiNHjnQ+TklJcV9BAAAAHoKQ7CYVZdhDSkqK9u3bZ3cZAAAA5RrDLQAAAAALQjIAAABgQUgGAAAALBiT7EWsNxEBAABAwehJBgAAACwIyQAAAIAFIRkAAACwICQDQAkYY+wuAQBQCgjJAAAAgAUhGQAAALAgJAMAAAAWhGQAKAGHw2F3CQCAUkBIBgAAACwIyV4mLCxMr732mvbs2aO0tDTFxsZq3bp1GjFihCpVqmR3eUCFw+wWAOCZuC21F2natKm+//57nThxQhMmTND27duVkZGh9u3b64EHHlBMTIyWLVtmd5kAAAC2IyR7kTfffFPZ2dnq2rWrUlNTncujo6O1dOlSGysDAAAoXwjJbuJvw2tmFWPbGjVqqE+fPpowYYJLQAYAAEB+hGQ38Jc0wYbXnayiB+UWLVrIx8dHu3btclmekJCgoKAgSdKsWbP01FNPubdIAACACogP7nm5Sy+9VJ06ddJvv/2mwMBAu8sBAAAoF+hJdoMsne3VteN1i2rv3r3KycnRRRdd5LI8OjpakpSWlubGygAAACo2epLdJMuGVhxJSUn66quv9PDDD6ty5coX/D4BWDAFHAB4JEKyFxk1apT8/Py0adMmDRgwQK1bt1arVq00aNAgtW7dWmfOnLG7RAAAgHKB4RZeZP/+/brkkks0YcIETZkyRQ0aNFBGRoZ+//13vfLKK3rzzTftLhGoeLgtNQB4JEKyl4mNjdUjjzyiRx55xO5SAAAAyi2GWwAAAAAWhGQAAADAgpAMACXB7BYA4JEIyQAAAIAFIRkAAACwICQXU05OjiR51S2cc98r8ygDAABvwRRwxXT06FGlp6drxIgRWrRokeLj4z02PPr6+qpOnToaMGCA0tPTFRsba3dJAAAAZYKQXEzZ2dl6+umnNXz4cI0aNcrucsrEzp07NWXKFGVnZ9tdCgAAQJkgJF+AhIQETZkyRVWrVlVoaKgcHnrHLWOMTp06pZMnT8rwCX4AAOBFCMkXyBijEydO6MSJE3aXAgAAADfjg3sAAACABSEZAAAAsCAkAwAAABaEZAAAAMCCkAwAAABYEJIBoASYHhEAPBMhGQAAALAgJAMAAAAWhGQAAADAgpAMAAAAWBCSAaAEHA6H3SUAAEoBIRkAAACwICQDQAkwBRwAeCZCMgAAAGBBSAYAAAAsCMkAAACABSEZAAAAsCAkAwAAABa2huTu3btr6dKliomJkTFG/fv3P+f2t912m1atWqX4+HidPHlSP/zwg/r06eOyzcSJE2WMcWk7duwozbcBAAAAD2NrSA4ODta2bdv00EMPFWn7q6++Wl999ZVuvPFGdenSRVFRUVq2bJk6derkst2vv/6q8PBwZ7vqqqtKoXoAAAB4Kj87X3zFihVasWJFkbd//PHHXR4//fTT6t+/v/r166etW7c6l2dnZysuLs5dZQIAAMDLVOgxyQ6HQyEhIUpKSnJZ3rJlS8XExGjfvn16//331bBhw3PuJyAgQCEhIS4NAAAA3qtCh+R//OMfqlKlihYtWuRctnHjRg0ZMkR9+/bVyJEj1bRpU3333XeqUqVKofsZP368Tp065WwxMTFlUT4AAADKqQobkgcOHKiJEydqwIABSkhIcC5fsWKFPv74Y23fvl2rVq3SjTfeqGrVqmnAgAGF7mvKlCkKDQ11tvr165fFWwAAAEA5ZeuY5At19913691339Vdd92lNWvWnHPbkydPavfu3WrRokWh22RmZiozM9PdZQIAAKCCqnA9yffcc4/mzZungQMH6ssvvzzv9sHBwWrevLmOHj1aBtUBAADAE9g+BVzHjh3VsWNHSVLTpk3VsWNH5wftJk+erAULFji3HzhwoN577z2NHTtWGzduVFhYmMLCwhQaGurcZtq0abr66qvVuHFjRURE6NNPP9WZM2e0cOHCsn1zAAAAqLBsDcldu3bV1q1bndO3zZgxQ1u3btXzzz8vSapbt64aNWrk3P6BBx6Qv7+/3nzzTcXGxjrb66+/7tymQYMGWrhwoXbt2qVFixbp2LFjuvzyy5WYmFim7w0AAAAVl61jkteuXSuHw1Ho+sjISJfHvXr1Ou8+Bw4cWOK6AAAA4N0q3JhkAAAAoLQRkgEAAAALQjIAAABgQUgGAAAALAjJAAAAgAUhGQAAALAgJAMAAAAWhGQAAADAgpAMAAAAWBCSAaAEjDF2lwAAKAWEZAAAAMCCkAwAAABYEJIBAAAAC0IyAJSAw+GwuwQAQCkgJAMAAAAWhGQAKAFmtwAAz0RIBgAAACwIyQAAAIAFIRkAAACwICQDAAAAFoRkAAAAwIKQDAAAAFgQkgGgJJgCDgA8EiEZAAAAsCAkA0BJcFtqAPBIhGQAAADAgpAMAAAAWBCSAQAAAAtCMgCUBLNbAIBHIiQDAAAAFoRkAAAAwIKQDAAAAFgQkgEAAAALQjIAAABgQUgGAAAALAjJAAAAgAUhGQAAALAgJAMAAAAWhGQAAADAgpAMAAAAWBCSAQAAAAtCMgCUgDHG7hIAAKWAkAwAAABYEJIBAAAAC0IyAAAAYEFIBgAAACwIyQBQAg6Hw+4SAAClgJAMAAAAWBCSAaAEmAIOADwTIRkAAACwICQDAAAAFoRkAAAAwIKQDAAAAFgQkgEAAAALQjIAAABgQUgGgBJgCjgA8EyEZAAAAMCCkAwAJcBtqQHAMxGSAQAAAAtCMgAAAGBBSAYAAAAsCMkAUALMbgEAnomQDAAAAFgQkgEAAAALQjIAAABgQUgGAAAALAjJAAAAgAUhGQAAALAgJAMAAAAWhGQAAADAwtaQ3L17dy1dulQxMTEyxqh///7nfU6PHj20efNmpaena8+ePRo8eHC+bUaNGqXo6GilpaVpw4YN6tatW2mUDwAAAA9la0gODg7Wtm3b9NBDDxVp+yZNmuiLL75QVFSUOnXqpNdee03vvvuu+vTp49xmwIABmj59uiZNmqTOnTtr27ZtWrlypWrXrl1abwMAAAAexs/OF1+xYoVWrFhR5O1HjBih6Oho/eMf/5Ak7dy5U1dddZUef/xxrVq1SpI0ZswYzZ49W/Pnz3c+56abbtLQoUM1depUt78HAAAAeJ4KNSY5IiJCq1evdlm2cuVKRURESJL8/f3VpUsXl22MMVq9erVzm4IEBAQoJCTEpQEAAMB7VaiQHB4erri4OJdlcXFxqlq1qoKCglSrVi35+fkVuE14eHih+x0/frxOnTrlbDExMaVSPwAPZOwuAABQGipUSC4tU6ZMUWhoqLPVr1/f7pIAAABgI1vHJBdXbGyswsLCXJaFhYXp5MmTSk9PV2JiorKzswvcJjY2ttD9ZmZmKjMzs1RqBgAAQMVToXqS169fr969e7ssu+6667R+/XpJUlZWljZv3uyyjcPhUO/evZ3bAAAAAOdj+xRwHTt2VMeOHSVJTZs2VceOHdWwYUNJ0uTJk7VgwQLn9v/+97/VrFkzTZ06VRdddJFGjhypAQMGaMaMGc5tpk+fruHDh+u+++5T69at9dZbbyk4OFjz5s0r2zcHAACACsvW4RZdu3bVN99843ycG3bnz5+vyMhI1a1bV40aNXKuP3DggG666SbNmDFDjz76qP744w/df//9zunfJGnRokWqXbu2nn/+eYWHh2vr1q3q27ev4uPjy+x9AfAiDrsLAACUBltD8tq1a+VwFP4TJjIyssDndO7c+Zz7nTVrlmbNmlXi+gAAAOCdKtSYZAAod5gCDgA8EiEZAAAAsCAkAwAAABaEZAAAAMCCkAwAAABYXFBIrlq1qoYNG6bJkyerevXqkqRLLrlE9erVc2txAAAAgB2KPQVc+/bttXr1ap08eVJNmjTR7Nmzdfz4cd1+++1q1KiRBg8eXBp1AkC5ZJjeAgA8UrF7kqdPn6758+erVatWSk9Pdy7/8ssvdfXVV7u1OAAAAMAOxQ7J3bp109tvv51veUxMjMLDw91SFAAAAGCnYofkjIwMhYaG5lveqlUrJSQkuKUoAKgoHNyXGgA8UrFD8tKlS/XPf/5Tfn5nhzMbY9SwYUNNnTpVn3zyidsLBAAAAMpasUPy2LFjVaVKFcXHx6tSpUpau3at9u7dq+TkZD399NOlUSMAAABQpoo9u8WpU6fUp08fXXnllerQoYOqVKmiLVu2aM2aNaVRHwAAAFDmih2Sc33//ff6/vvv3VkLAFQ4TAEHAJ6pSCF59OjRRd7hzJkzL7gYAAAAoDwoUkh+/PHHXR7Xrl1blStX1okTJyRJ1apVU2pqquLj4wnJAAAAqPCK9MG9Zs2aOdvTTz+trVu36uKLL1bNmjVVs2ZNXXzxxdqyZYueffbZ0q4XAAAAKHXFnt3ihRde0OjRo7V7927nst27d+vxxx/Xiy++6NbiAAAAADsUOyTXrVvXOUdyXr6+vgoLC3NLUQAAAICdih2S16xZo7fffluXXHKJc1nnzp311ltvafXq1W4tDgDKPcPsFgDgiYodkocOHarY2Fht2rRJ6enpSk9P148//qi4uDjdf//9pVEjAJRfDm5LDQCeqNjzJCcmJuqmm25Sy5Yt1bp1a0nSzp07tWfPHrcXBwAAANjhgm8msmfPHoIxAAAAPFKxQ/KcOXPOuX7YsGEXXAwAAABQHhQ7JFevXt3lsb+/v9q1a6dq1arp66+/dlthAAAAgF2KHZJvv/32fMscDofeeust7du3zy1FAQAAAHYq9uwWBTHGaPr06fluXw0AHo8p4ADAI7klJEtS8+bNC7zJCAAAAFDRFDvVvvrqqy6PHQ6H6tatq5tuukkLFixwW2EAAACAXYodkvPeaU+ScnJylJCQoLFjx2ru3LluKwwAAACwS7FD8jXXXFMadQAAAADlRrHHJK9Zs0ZVq1bNtzwkJERr1qxxS1EAAACAnYodknv27KmAgIB8y4OCgtS9e3e3FAUAAADYqcjDLdq3b+/8uk2bNkpKSnI+9vX1Vd++fRUTE+Pe6gAAAAAbFDkkb926VcYYGWMKvLNeWlqaRo8e7dbiAAAAADsUOSQ3bdpUDodD+/fv16WXXqqEhATnuszMTMXHxysnJ6dUigQAAADKUpFD8qFDhySdHVoBAAAAeLIiheR+/fpp+fLlys7OVr9+/c657bJly9xSGAAAAGCXIoXkJUuWKDw8XAkJCVqyZEmh2xljuDU1AAAAKrwiJdq8QywYbgEAfzHG2F0CAKAUFHueZAAAAMDTFaknuThTu82cOfOCiwEAAADKgyKF5Mcff7xIOzPGEJIBeBWHw2F3CQCAUlCkkNysWbPSrgMAAAAoNxiTDAAAAFhcUEgeOnSotm/frvT0dKWnp2v79u0aNmyYu2sDgHKP2S0AwDMVe1LjSZMmacyYMZo5c6bWr18vSYqIiNCMGTPUqFEjTZw40e1FAgAAAGWp2CF55MiRGj58uD788EPnsmXLlumXX37RzJkzCckAAACo8Io93MLf31+bNm3Kt3zz5s3cbQ8AAAAeodgh+T//+Y9GjhyZb/kDDzygDz74wC1FAQAAAHa6oK7fYcOGqU+fPtqwYYMk6bLLLlOjRo303nvv6dVXX3VuN3bsWPdUCQAAAJShYofkdu3aacuWLZKk5s2bS5ISExOVmJiodu3aObfjE98AAACoqIodkq+55prSqAMAKib6AwDAI3EzEQAoCe5KDQAeqdg9yYGBgRo9erR69eqlOnXqyMfHNWd36dLFbcUBAAAAdih2SJ4zZ4769Omjjz/+WD/++CNjjwEAAOBxih2Sb775Zt1444364YcfSqMeAAAAwHbFHpMcExOj5OTk0qgFAAAAKBeKHZLHjh2rqVOnqlGjRqVRDwBULIw4AwCPVOzhFps2bVJQUJD279+v1NRUZWVluayvWbOm24oDAAAA7FDskLxw4ULVr19fEyZMUFxcHB/cAwAAgMcpdki+4oorFBERoV9++aU06gEAAABsV+wxyTt37lSlSpVKoxYAAACgXCh2SH7qqaf06quvqkePHqpRo4ZCQkJcGgAAAFDRFXu4xYoVKyRJa9ascVnucDhkjJGfX7F3CQAAAJQrxU60vXr1KnRd+/btS1QMAAAAUB4UOyR/++23Lo+rVKmigQMH6v7771eXLl00a9YstxUHAAAA2KHYY5Jzde/eXfPnz9fRo0f1j3/8Q19//bUuv/xyd9YGAAAA2KJYPclhYWEaMmSIhg0bptDQUC1atEiBgYG69dZbtWPHjtKqEQAAAChTRe5JXrp0qXbt2qUOHTroscceU7169fTII4+UZm0AAACALYockm+44QbNmTNHEydO1JdffqmcnBy3FTFq1ChFR0crLS1NGzZsULdu3QrdNioqSsaYfO3zzz93bjNv3rx865cvX+62egEAAODZihySr7rqKoWEhGjz5s3asGGDHnroIdWsWbPEBQwYMEDTp0/XpEmT1LlzZ23btk0rV65U7dq1C9z+9ttvV3h4uLO1bdtW2dnZWrx4sct2y5cvd9lu4MCBJa4VAKyMMXaXAAAoBUUOyRs3btQDDzygunXr6u2339Y999yjI0eOyMfHR9ddd52qVKlyQQWMGTNGs2fP1vz587Vjxw6NGDFCqampGjp0aIHbHz9+XHFxcc523XXXKTU1NV9IzsjIcNnuxIkTF1QfAAAAvE+xZ7dITU3VvHnz1L17d7Vv316vvvqqnnrqKcXHx+uzzz4r1r78/f3VpUsXrV692rnMGKPVq1crIiKiSPsYNmyYPvzwQ6Wmpros79mzp+Li4rRz5069+eabqlGjRqH7CAgI4M6BAAAAcLrgKeAkaffu3Ro3bpwaNGhwQcMZatWqJT8/P8XFxbksj4uLU3h4+Hmf361bN7Vv317vvvuuy/IVK1bovvvuU+/evTVu3Dj16NFDy5cvl49PwW93/PjxOnXqlLPFxMQU+70AAADAc7jlHtI5OTn67LPPit2TXFLDhg3TL7/8op9++sll+UcffeT8+tdff9Uvv/yi/fv3q2fPnvr666/z7WfKlCmaPn2683FISAhBGUCROBwOu0sAAJSCEvUkl1RiYqKys7MVFhbmsjwsLEyxsbHnfG7lypV1zz33aM6cOed9nejoaCUkJKhFixYFrs/MzFRycrJLAwAAgPeyNSRnZWVp8+bN6t27t3OZw+FQ7969tX79+nM+96677lJgYKDef//9875O/fr1VbNmTR09erTENQMAAMDz2RqSJWn69OkaPny47rvvPrVu3VpvvfWWgoODNW/ePEnSggULNHny5HzPGzZsmJYsWaKkpCSX5cHBwXr55Zd12WWXqXHjxrrmmmv02Wefae/evVq5cmWZvCcA3oMp4ADAM7llTHJJLFq0SLVr19bzzz+v8PBwbd26VX379lV8fLwkqVGjRvluXNKqVSt1795d1113Xb79nTlzRh06dNDgwYNVrVo1HTlyRKtWrdKzzz6rzMzMMnlPAAAAqNhsD8mSNGvWLM2aNavAdb169cq3bPfu3YV+WCY9PV19+/Z1a30AAADwLrYPtwAAAADKG0IyAAAAYEFIBgAAACwIyQBQEsxuAQAeiZAMAAAAWBCSAaAkuC01AHgkQjIAAABgQUgGAAAALAjJAAAAgAUhGQAAALAgJANASTAFHAB4JEIyAAAAYEFIBgAAACwIyQAAAIAFIRkAAACwICQDAAAAFoRkAAAAwIKQDAAAAFgQkgEAAAALQjIAAABgQUgGAAAALAjJAAAAgAUhGQAAALAgJANACRgZu0sAAJQCQjIAAABgQUgGAAAALAjJAAAAgAUhGQBKwCGH3SUAAEoBIRkAAACwICQDAAAAFoRkACgBpoADAM9ESAYAAAAsCMkAAACABSEZAAAAsCAkAwAAABaEZAAAAMCCkAwAJWGY3QIAPBEhGQAAALAgJANASTi4LTUAeCJCMgAAAGBBSAYAAAAsCMkAAACABSEZAAAAsCAkA0BJMAUcAHgkQjIAAABgQUgGAAAALAjJAAAAgAUhGQAAALAgJAMAAAAWhGQAAADAgpAMAAAAWBCSAaAkHA67KwAAlAJCMgAAAGBBSAaAEnCInmQA8ESEZAAAAMCCkAwAAABYEJIBAAAAC0IyAJQEs1sAgEciJAMAAAAWhGQAKAEHPckA4JEIyQAAAIAFIRkAAACwICQDAAAAFoRkACgJhiQDgEciJAMAAAAWhGQAAADAgpAMACXAFHAA4JkIyQAAAIAFIRkA3IQ+ZQDwHIRkAAAAwIKQDAAlwZhkAPBI5SIkjxo1StHR0UpLS9OGDRvUrVu3QrcdPHiwjDEuLS0tLd92kyZN0pEjR5SamqqvvvpKLVq0KM23AAAAAA9ie0geMGCApk+frkmTJqlz587atm2bVq5cqdq1axf6nJMnTyo8PNzZGjdu7LL+ySef1COPPKIRI0bosssuU0pKilauXKnAwMDSfjsAvIyDkcgA4JFsD8ljxozR7NmzNX/+fO3YsUMjRoxQamqqhg4dWuhzjDGKi4tztvj4eJf1jz32mF588UUtXbpU27dv13333ad69erp1ltvLXB/AQEBCgkJcWkAAADwXraGZH9/f3Xp0kWrV692LjPGaPXq1YqIiCj0eVWqVNGBAwd06NAhLVmyRG3atHGua9q0qerWreuyz1OnTmnjxo2F7nP8+PE6deqUs8XExLjh3QHwOoxPBgCPYWtIrlWrlvz8/BQXF+eyPC4uTuHh4QU+Z9euXRo6dKj69++ve++9Vz4+Pvrhhx9Uv359SXI+rzj7nDJlikJDQ50td18AAADwTn52F1BcGzZs0IYNG5yPf/jhB+3YsUMPPvig/vnPf17QPjMzM5WZmemuEgF4EzqPAcAj2dqTnJiYqOzsbIWFhbksDwsLU2xsbJH2kZ2drZ9//tk5e0Xu80qyTwAAAHg3W0NyVlaWNm/erN69ezuXORwO9e7dW+vXry/SPnx8fNS+fXsdPXpUkhQdHa2jR4+67DMkJESXXXZZkfcJAEXlYBwyAHgk24dbTJ8+XQsWLNCmTZv0448/6rHHHlNwcLDmzZsnSVqwYIFiYmI0YcIESdKzzz6rDRs2aO/evapWrZqeeOIJNW7cWO+++65zn6+99pqeeeYZ7dmzR9HR0XrhhRd05MgRLVmyxI63CAAAgArG9pC8aNEi1a5dW88//7zCw8O1detW9e3b1zmtW6NGjZSTk+Pcvnr16po9e7bCw8N1/Phxbd68WVdccYV27Njh3Obll19WcHCw3nnnHVWrVk3r1q1T3759lZGRUebvD4BnoycZADyT7SFZkmbNmqVZs2YVuK5Xr14uj8eMGaMxY8acd58TJ07UxIkT3VIfABSFw+GQjLG7DACAG9h+MxEAqMgMoRgAPBIhGQBKgOEWAOCZCMkAAACABSEZAEqCnmQA8EiEZAAAAMCCkAwA7kKnMgB4DEIyAAAAYEFIBoASYHYLAPBMhGQAAADAgpAMAAAAWBCSAQAAAAtCMgCUAGOSAcAzEZIBwE0czAEHAB6DkAwAAABYEJIBAAAAC0IyAJQEY5IBwCMRkgEAAAALQjIAAABgQUgGAHdh6AUAeAxCMgAAAGBBSAaAEuBmIgDgmQjJAAAAgAUhGQBKgo5kAPBIhGQAAADAgpAMACVCVzIAeCJCMgC4CR/iAwDPQUgGAAAALAjJAAAAgAUhGQBKwMGYZADwSIRkAAAAwIKQDAAlwYf1AMAjEZIBwF0IzADgMQjJAAAAgAUhGQAAALAgJAMAAAAWhGQAKAHusgcAnomQDAAAAFgQkgGgJOhIBgCPREgGADdh5AUAeA5CMgCUhPnrS8YnA4DnICQDAAAAFoRkAHAbepIBwFMQkgEAAAALQjIAuAljkgHAcxCSAcBdyMgA4DEIyQAAAIAFIRkA3IThFgDgOQjJAFACxrhMlGxfIQAAtyIkAwAAABaEZABwE4ZbAIDnICQDgNsQkgHAUxCSAaAk8o5JBgB4DEIyALgJoy0AwHMQkgHATRiTDACeg5AMAAAAWBCSAcBd6EkGAI9BSAYAAAAsCMkA4CaMSQYAz0FIBoCSyBuMycgA4DEIyQAAAIAFIRkASiDvEAsHXckA4DEIyQDgLoxJBgCPQUgGgJIgFwOARyIkA4CbMLsFAHgOQjIAlIBLMCYkA4DHICQDAAAAFoRkACiRPLNb0JEMAB6DkAwAAABYEJIBwE2YJxkAPAchGQBKgA/uAYBnKhchedSoUYqOjlZaWpo2bNigbt26Fbrt/fffr2+//VZJSUlKSkrSV199lW/7efPmyRjj0pYvX17abwMAAAAewvaQPGDAAE2fPl2TJk1S586dtW3bNq1cuVK1a9cucPuePXtq4cKF6tWrlyIiInT48GGtWrVK9erVc9lu+fLlCg8Pd7aBAweWxdsB4G1cOpLpSQYAT2F7SB4zZoxmz56t+fPna8eOHRoxYoRSU1M1dOjQAre/99579dZbb2nbtm3atWuX7r//fvn4+Kh3794u22VkZCguLs7ZTpw4UQbvBoBXIyMDgMewNST7+/urS5cuWr16tXOZMUarV69WREREkfZRuXJl+fv7KykpyWV5z549FRcXp507d+rNN99UjRo1Ct1HQECAQkJCXBoAFAW9xwDgmWwNybVq1ZKfn5/i4uJclsfFxSk8PLxI+5g6daqOHDniErRXrFih++67T71799a4cePUo0cPLV++XD4+Bb/d8ePH69SpU84WExNz4W8KgNciMAOA5/Czu4CSGDdunO655x717NlTGRkZzuUfffSR8+tff/1Vv/zyi/bv36+ePXvq66+/zrefKVOmaPr06c7HISEhBGUAReKSiwnJAOAxbO1JTkxMVHZ2tsLCwlyWh4WFKTY29pzPHTt2rJ566in16dNH27dvP+e20dHRSkhIUIsWLQpcn5mZqeTkZJcGAAAA72VrSM7KytLmzZtdPnTncDjUu3dvrV+/vtDnPfHEE3r22WfVt29fbd68+byvU79+fdWsWVNHjx51S90A4JSn95ibiQCA57B9dovp06dr+PDhuu+++9S6dWu99dZbCg4O1rx58yRJCxYs0OTJk53bP/nkk3rhhRc0dOhQHThwQGFhYQoLC1NwcLAkKTg4WC+//LIuu+wyNW7cWNdcc40+++wz7d27VytXrrTlPQLwEgy3AACPYfuY5EWLFql27dp6/vnnFR4erq1bt6pv376Kj4+XJDVq1Eg5OTnO7UeOHKnAwEB98sknLvt57rnnNGnSJJ05c0YdOnTQ4MGDVa1aNR05ckSrVq3Ss88+q8zMzDJ9bwA8H7EYADyT7SFZkmbNmqVZs2YVuK5Xr14uj5s2bXrOfaWnp6tv375uqw0AioqOZADwHLYPtwCACo1kDAAeiZAMAO5CYAYAj0FIBv5Uu1FD1W3RzO4ybFe7cUO16XGl/AIC7C6lQsh7AxFuJuJdgqtVlY8vP0YBT1UuxiQDdgsIClTnm/pIkupkZyvmwCGbK7JP5xvPHocutWpq3SdLba4GKJ/qt26lRxfO0b5166XRT9pdDoBSwK/AgKTQOrWdX4fUrGFjJeVHrfr17C6hwqEn2Xu0u+Zq+fr5qfWVl9tdCoBSQkgGJPn5+zu/DgyubGMlqHAIxl7Jx++vP8TyHQB4JkIyIMk3zw88bw7JecchG5Nzji0B75b3F2sfP18bKwFQWgjJgCQf3zwhuXKwjZXYK7BSkPPrnBxjYyUVBx/c807+QYHOr318CMmAJyIkA5J88/QEBVauZGMl9gqo9Nd7z9tThiIiJHuNvH998vElJAOeiJAMyDUk+wV4bzgMyNOTnLenDIAr37zDLZgGDvBIXNmAJF9/vzxfe29IzhuM/QIIyedTNay2OlzXy/mY4RbeI+//GfQkA56JkAzI9ZPqfv7eO3143h/2foHe+8tCUT294n+uCwjJXoPhFoDnIyQDcg3J3tyTnPcHv38gPcnnk/d4wbu4zG5BSAY8EiEZkGvYISTn/xpFQ0ey9/BhuAXg8QjJgKwh2XvDIccBKBo/P3qSAU9HSAZkGW7h5709yQw7KSm6kr2Fj/9fwZjZLQDPxJUNiB7UXD4MtygRZrfwHvQkA56PkAyIsbi5/Pz5ZQEoCsYkA56PkAzI9WYi3hwO8/7g9/PiYScXip5k7+HHzUQAj8eVDUjycQnJ3hsOXeZ+9eIe9QtGRvYaea8VBz3JgEciJANy/YHnzT2ovtxUBSgSlzvu+fCjFPBEXNmA+OBeLl9fjkNR+QUE5FvGcAvvkfcvTg5CMuCRuLIBcTORXAw7KZrg6tU0dfPaAtYQkr2Fy9AkQjLgkbiyAbmOv/Xz4nDImOSi6XBdL7tLgM3y/qXF4eBHKeCJuLIBMQVcLoadFJEpeLGDnmSv4fLBPR/OO+CJCMmAGG6RK28w9uYe9QvGmGSvwZhkwPNxZQNyDYd550z2Ngy3AIrGZZ5kQjLgkbiyAbl+YM2HkCzp7A9+7iRWPHQkewfr/xH0JAOeiSsbkOTjSw+q5HrHPYlxyQXx8fNVeIumdpcBG1mHIjEmGfBM/AQEZOlB9eLeU+uHFn39/JSlDJuqKZ/ue+Ulte/do8B13vy9402sv0jTkwx4Jq5sQK7jkL056OQLyXx4L5/CArIk9X3kgTKsBHbJ35PMj1LAE3FlA3LtGfLmKeDyDjuRvPtYXIhmnTvZXQLKgHUYkg/zJAMeiSsbkHVWB+/tSba+d0IykJ/1umBMMuCZCMmAXH/oefP8wH7WHjJCMpCPdUgWwy0Az8SVDaigniHvvDSsodib54wGCkNIBrwDVzYgycefYQZS/vdNT/JfHA6Hhr3xit1loBzINyaZ4RaARyIkAyogHHrpDBf5p4DzzuNQkHoXtVSbHleed7u/v/Ki2va8SiG1apZBVbADPcmAd6CbCFBBPajeGQ4LmicZZxW1V73T9b3V6frekqRnrrxeaadOlWZZsEG+4VnMbgF4JK5sQJIvU59JYtiJu9Vt2czuElAKrFMl0pMMeCaubED5ewkZbnEWY5L/4riAYacN217std9Lnsw6DIkp4ADPREgGxDCDXIxJPocLSMm3PPGIbn/mH6VQDOyU75dqepIBj8SVDSh/GPTaMcm+9CQXJLRObV0/8v4Lem7Enbe6txjYjg/uAd6Bn4CA6EnO5Wu5kYq3Hger4W++qnoXtbS7DJQTzKsOeAeubECSw9qT7KXjSHPft8nJkURIzlXSgOy4kAHNKLes/z8w3ALwTFzZgAq4OYCXhuTcYSdnzpz58zEh2R3GLF5gdwlwo9z/L3L+vE74JQjwTIRkQAy3yJU7FvtMVvafj73zOLhbvYtayi8gwO4y4Ca5v0RnZWRIkhy+/CgFPBFXNqC/QnFuz5C3fnAv94d/zpmzIdnXS3vUSwW9jR4j9/+LrPQ/QzI3EwE8Elc2oL96TM9ke/cwA+tx8PH3zuOQV/2LW7llP2Rkz2HtSWZMMuCZuLLh9Rw+Ps4fcjnZfw4z8NIeVGdP8p/HwVt/WchrzCL3jCeu06SxW/YD++X+pSk7I1MSNxMBPBUhGV4vbxA8c8a7w6EvPeou3Dm115jFC3TlwDvdtj/YJ/e6yExPl8QUcICn4sqG18sbBHOyvXxMsp9lTLKXHodc7v4z+g0PP+DW/cEe+T64R0gGPBJXNrxe3hkczmR79wfW/P68mYhzTLK39yS7+fuAWRA8g/WDe4xJBjwTVza8nq//X0Hor9ktvC8c5u0Ny/HyXxZyuTv8+Ph49/H0FPl6kvlUJuCRCMnwenmnf3Peac4Lw2HeDyvm9qh78+wW9S9upaEzX3brPgMqBSm4WlW37hNlL3dYknMKOB8fEZMBz0NIhtdzhuScHOX8GZK9MRwWNDbbWz+4d/vT/9CYRQvU8rKubt/389+tUJ+RwxRcvZrb942y4Rxu8WdPskRvMuCJCMnwerlDK0xOjkyOkeSlPcl5PqTnzbN8+AUG6sp77ijV17h+1P16dtUShTVrUqqvg9JhHW4hMd4c8ERc1fB6vi4h+c+eZC8MhwX1JPe4b6Cq1KhuV0llrknH9pr49dIyeS3/oEA9+dnCMnktuJf1g3sSd90DPBFXNbxejXp1JZ0dbpEbkgc8N14N215sZ1llyuFw6J4Xn5F09peF3A8wStLfX3nRrrLKXOT/TVXl0NAyfc26rZqX6euhZCqFhqhX5CBJUnZmpnN5gzat7SoJQCkhJMOr1ahfV/e/+aqkP3uSjXGuG/D8BLvKKnO1mzRSm6uvlHT2Q0i5w04kqUW3znaVVaYqhYba0mv+j0/eV+ebry/z18WFify/qc6vz2RlO3+hvOiKS1WnSSO7ygJQCgjJ8GoN8vQWOxw+zg/uSZJ/QIAdJdmiUmiIy+O8x8FbvPj9Stte+4q7brPttVE8zbtc4vz6THa2lOcDe9XDw+woCUApISTDq+Udh+sXGOAcbiH9dctZbxBYubLLY+OFIdlOTTt3VGjtWnaXgWLKyT7jMpe2b4C/jdUAcDdCMrxaUJVg59c+Pr4uwwy8aUqnvMdBIiTbYeLXy+wuAcWUO594rqCQkEK2BFAREZLh1VxCsq+Py5hkhxfdajYw2LUnOcd4T0iuUb+u/vG/90u0j0Pbf3NTNahI8n7AVZKCgoML2RJAReQ9KQCw8A8KVFizpi7L8v7ptG7L5np4wb/Luqwy1/SSDrpr4lMuy8wZ15D86vb18gsMLMuyykz/Jx9V3ZYlm2HiyK69bqoG5Zl1JhJrT/KtTz2mWo0blmVJAEoRIRlea9gbr6hb/xtdljl8XIdYNO3c0ePnCR7+7xn5bhpS0HCL1ldeXlYllamASpXsLsFp7MfvqXLVsp2CDkVTp2ljjVn8nsuy3PnE8/KGX6wBb+F9d0wAdHYoRUG3HPYp4E57bXt114+ffu6R43QdDke+D+1JBc9ucec/n9TxI0cVs3N3WZRWLCG1aio58ZgkqUGbi9Tl5hvU/toeSjuVrDXvvqfd639U6slT+Z7nFxCgam6YkSDvMJ2SqHdRS10z9O/6fMasAtdH3HWbmnftpDrNmmj/5q3atnKNon/+xS2vjXNr2K6Ny1+aJMkUMCwppGaNsioJQCkjJMPrVKlRXZGvTy1wXUHjkAc8N16Vq4Yqam7Jxq2WNzUbNtCYRfOLvH1IzRoas3iBXuxzm44fjS29wopaT62a6jn4b+o55G+FblO9brj+Pu0FSdITna7KN4b00YVzVKdp41Kts7j8g/IPawmpVVM3PPyALrvjFuey+q1bqfugAfp5+VcKrV1L9S9uJXMmR/s2/6x1HyzWno2byrJsj3bpbf10dwHzphd2l71Xt6/XE5dcVWBPM4CKg+EW8Hh+AQGqFBqiuq1aqFp4mG4bP0ZNOrUvcFtrT1Gumx9/SNXrhZdmmWWqWddL9Oh/3803q0Wuc83s8cyqT20Plo07ttNzUZ+fMyBbjZzzhmo1auCyrF6rFm6px9cv/18gLlT91q3yBeVhb0xzCch5XXLDdWre9RIFBQerUmiI2vW6WiPenanB0yfL158pyUqq3TVXFxiQpbMf9i1Mv7GjFRRSpbTKAlAG6EmGx2rY9mL1uO8edby+d4HDKApyrhktnln5aYXvHapeL1zXjxqebyy21flm9hi39EN9Pv0Nffffj5WdkXHe160WVkftel+tS2/tp/AWzZSekqLdP2zUuv9+rMTDf6hp545KTz4tH19f7flx0zmP8bUPRuqGhx8472taNevSSYOnT9ard95X7Oeej39goOL2H3DLvpp27qiRc2bp/wbdL0nqfu/dF3SL9A7X9dLY5k0156F/6NQfMQVuExRSRQ3bXqyLu0coKz1DWRkZ+nHJF/JxONSw3cVqcVlXZWdkKiMlRb+s/kbxBw5W6O//4gipVVO9779P3QcNKHSbc10nV997t66+9269/cAj2rNxs0cO1wI8HSEZHqNJx/YKrVNLDdq01kVXXKYGbS4q9j7OFw6n/bxO0tmpn7Z8uUrRW7Ypds9+Hdi2/YJqdrfKVUPVtf+NanlZV9Vu1FCpp5J1ZPcehdSsoVoNGyi8RbMi7acoc0TfPOZhXXHPHXp31FglHvpDZ7KyCtzu2geG6IbRD7osC65WVZfc2EeX3NinwOd89fY8/fjpMiXFHHVZfskN111QQM5V76KWat6ts/b9tEWX3d7vgvdj5evmuzM27tD27H79/HTruMcueD9hzZroH/97X/+8tFe+dd0HDdCtTz2eb7n1XOW6/qHhSk9J0f9efEWbP19x3tf2CwiQX4C/0k+nOJf5+PnKPzBQVapXV9KRo5IxbhvPfaF8/Hydwb92k0aqd1FLdbq+tzpcl/+YWRVlmsgH3/k/SdL3H36i7WvWKvrnX4r0iyUA+5WLkDxq1Cg98cQTCg8P17Zt2zR69Gj99NNPhW5/55136oUXXlCTJk20Z88ejRs3TsuXL3fZZtKkSRo+fLiqVaum77//XiNHjtTevUzTdCH8gwJlzNmhCDlnzsg/KEjB1ULVvFtn+QcGOn/I7d+8VSdi45V2Kv8HpHL5+PoqvEUzhdSsobDmTZV8LEkn4+IVWqumGrRprYbt26haWB35Bwbqj9936sjuvVr338U6nXS8wP3VbdVcHa67Rn1GDHXLe/X1L9ol4ePrq679blDXfjc4l6Uln9aR3XuUcvykTsbFK+HAIfn4+Sm0dk0FVamiylVD5ePrqxOxcTr82w4l/XFUf/y+U3I4VC2stlJOnNKZrCxlpqVJyp11wcjX319BwcFKT0lVjXrhqtmogRpcfJHa9+6h0Nq1lJWRodNJxwudxiw3cBVHUeeIrlGvrp5c8l9JUsLBw4resk2Htv8uSYqLPqBrhw/WRVdcVuzXv+7BSF33YKSev/YWnYxLkHR2iMi9Lz9f7H1ZjZo7S1tXrFanvteWeF+5jh2OcfsQlA7X9VLfEvxCkCugUpAenv+WfCJHKccYBVerqmsfGaGIu24t9r6CgoP1tykT1abnVfr81TdcxqY7fHxUo3493fTYSLXrdbXLtZRw4JBSTp5Uk46uw5xST57ST599obXvLXSeZ5fXC6mixu3bqv21PRXWrIlC69RSenKK/vh9p7av+Uank06oTY8rVf/iVmevhfQMpRw/oX2btijxcIx2rdsgY4x8/HxVq2ED1WnaWE07d1TPwUUfpnMuJqfovepX3nOHrrznDuf73r76G+39abPSklOU9EeM0k6nKDsjQ2mnks/u2xj5BQQoJ+eMAisHy8fXR+mnU+QX4K+MlFS31A/g3BySbP01fsCAAXrvvfc0YsQIbdy4UY899pjuuusuXXTRRUpIyP+fZkREhL799luNHz9en3/+uf72t79p3Lhx6ty5s3777eyE/k8++aTGjx+vwYMHKzo6Wi+88ILat2+vNm3aKKMIv8GHhITo1KlTCg0NVXLy2f+w/AID5evrq9pNGsnH10cpx0+qRv26qlKzhiqFVFHVsDpyOBxKPpak9NOnlXjoD8Xs2O0MPHmF1qmt4Gqhqt/6IoXWriUfXx/5BwUpOzNT2ZmZCm/RTKG1zgarrIwMpZw4qYPbflXcvmj98ftOJR9Lctmfj6+vAoMrq8WlXVS5aqhqNqivylVDlZGSKpOTo6rhdVSrUQMFV6uq7MwspZ48pfjog4rff0CbP1+hlJMnXf6E6uPrq279b1STTh3U8freCqxcvCmyTsTGacMnS7Vv08+K+X2XKlcLVavLu+nS2/oVOha4qI79EaOcMzmqWqe2AioFlWhfeflkZanVpKlKP31ah6a9oBwvHcvpk5Wly2Yv0O/ffq/k/7zjtcehOHyysnSi89VqekkHHZ/zRrk8ZrnnNenIUe2Z+JTbalw9e4H++G2Hrv77PWrWpVOJ9xc17wNlpKaq6SUdLuiXq7L2yh1/15MfztVlsxdIkjYOH1zm53/vT1uUePCwDv+2Q5lpacpKz1Dc/gMKqBSktOQUZaamqnq9cNVs2EC+fn6qUr2a5HCoSo3qzp8LoXVqyT8gUKeTjsvh49CphGNKOnJUCQcP6WRcgnKys5UUc1RZGRnyDwyUj5+fstLTz37eI6SKjuzeq8DKlVS7SWPJGAVUClLVsDp//jxMkY+vr/74facyUlKUmZZe6HupFh6mgEpBCqoSrJoNGygzLU3ZGWd/JlYLD1ON+uEKCglRlRrVlXPmjNKTTyst+bQSDhzSqYREHdu9VwO3bldOdraez85WwX/bcpXbIeBwOGRycmz/y4a7OHx85PBxyMfHVw4fh7LSz2YfH19fOXx8ZHJy5Bfgr6z0jHLznv0l5Y7+nyIpy8dHfgH+8vXzU3Zmlowx+f5iWVBecyfbQ/KGDRv0008/afTo0WcLcjh0+PBhzZw5U1On5p+B4MMPP1RwcLD69fvrT6Xr16/X1q1bNXLkSEnSkSNH9Oqrr+rVV1+VJIWGhiouLk5DhgzRRx99dN6acg/6G7//pMxi9BSg4tr//QZ1efNd+fj4KOHfM+TjpXfOyg1TB7ZuV9ysV8pl4CtvfLKyFDxwqBy+vop+4VnVbFWyG5OUhtzzKtkT5DzRpmXLtXfjJt3xxCO6+oPFkji2dvO27/P00ymFfvi6pLIzM3UyPlG+fr4lniYz5cRJ+fr5KflYkvyDAlUtrE6B213I+Qvw8dXDbbqVWki2dbiFv7+/unTpoilTpjiXGWO0evVqRUREFPiciIgITZ8+3WXZypUrdeutt0qSmjZtqrp162r16tXO9adOndLGjRsVERFRYEgOCAhQYJ67iYWEhJTkbaECanFpF7Xe9qsk6XhAgLz9IzZNOrVXnN1FVCDtrukhSTrdtJHXf+94i9zhVj6FjMUHSltpBWTp7GcKajao55Z9BVerKql06y0ttobkWrVqyc/PT3Fxrj+O4+Li1Lp16wKfEx4eXuD24eHhzvW5ywrbxmr8+PF67rnnLuQtoIzk5OQUOj1brozUNAVWrqTUU6eUk33mnHfKy/0NfPf6H5WdlSXf7Gw1O3hIkrTjux905s870AVXrar006cVGBwsX38/BVaunG/s6cn4BFUKCVFApSAlH0tSpZAqSj15Spnp6arVsEG+17Y6k5Wt7Kwsl2EtMTt26/Tx4zqTna1KISHKSk+Xj5+f/AMDFVi5kqrXC1fqyVOqXjf/93R2Zqb8AgJ0Ii5eWWnpysrIUHLisb9uEOJwyCGHcnLOyOHjozpNGimgUiXnTRByhwzt+O4H5QQEqFpYHaWePCVjjLIzMmVknM8PrlpVPv5+Sk48pqaXdFSlP6e8OpV4TKG1aup00nFVCgnJN9Y758wZ+fj6Knbvfhlj5B8UqOSEY8pMS5PDx0e1mzRy/pk2rFmTAo9bRmpqgTdCORmfoBOx8cpMS5N/YKCq1wuXf1CgKocWfCe77Kws/fH7zrN/fm7YQMePxirnzBk5HD5KijkiXz8/5eTk6Ex2tmo3bqhjh2OUk5OjnOwzysk5U+D3TlBwsOpf3Er7t2xTlerV1LDtxS7fw2eys5WZmqZKoSFKPpbkcgOKtFPJqhSa/xf1E7FxSk46ruBqVVWjXt0C34s3OJ10XA6HQw4fH53JzlZg5co6/NsOBVerWuQPpkrS0T37FFq7lgIrV1J89EHndG2xe/dLkvMulDk5OQpr2kSJhw7L4fBRVqbrkL3c81+7cSOlnjwl/2pVz47LN0a1mzTS0T37lJ2ZKUmqXq+uwps31aHtvyugciWFN2/qsq/c75EzWdl/fv7jr86bjNQ0pZw4ocDKlZ2hA0DpKhcf3LPblClTXHqnQ0JCFBMTowmX9y6V7nuUP/6ScmPHvC+/KtJYNk+Ud0yYNx+H4qgI3zt5z+vkt+aUyxorqrznn2NrL77PK7YLOX8hISF6+ByTBZSUrTcTSUxMVHZ2tsLCXMe7hIWFKTa24Dt6xcbGnnP73H+Ls8/MzEwlJye7NAAAAHgvW0NyVlaWNm/erN69ezuXORwO9e7dW+vXry/wOevXr3fZXpKuu+465/bR0dE6evSoyzYhISG67LLLCt0nAAAAkJftwy2mT5+uBQsWaNOmTfrxxx/12GOPKTg4WPPmzZMkLViw4OzQhwlnO+Fff/11rV27VmPGjNEXX3yhe+65R127dtUDD/w1n+hrr72mZ555Rnv27HFOAXfkyBEtWbLEjrcIAACACsb2kLxo0SLVrl1bzz//vMLDw7V161b17dtX8fHxkqRGjRr99YEjne1J/tvf/qYXX3xRkydP1p49e3Trrbc650iWpJdfflnBwcF65513VK1aNa1bt059+/Yt0hzJAAAAgO3zJJdHpT05Ncoflw8MSF77gQ+OQ/FVhGNWEWqsqDi25QfnomK7kPNX2nnN1jHJAAAAQHlESAYAAAAsCMkAAACABSEZAAAAsCAkAwAAABaEZAAAAMCCkAwAAABYEJIBAAAAC0IyAAAAYEFIBgAAACwIyQAAAIAFIRkAAACwICQDAAAAFoRkAAAAwIKQDAAAAFgQkgEAAAALQjIAAABgQUgGAAAALAjJAAAAgAUhGQAAALDws7uA8iwkJMTuElBG/CUF/vl1iKQsG2uxE8eh+CrCMasINVZUHNvyg3NRsV3I+SvtnOaQZEr1FSqgxo0b68CBA3aXAQAAgPNo0qSJDh486Pb90pNcgKSkJElS/fr1lZycbHM1yCskJEQxMTGcm3KK81N+cW7KL85N+cb5Kb9yz01ubnM3QvI5JCcnc0GUU5yb8o3zU35xbsovzk35xvnxPnxwDwAAALAgJAMAAAAWhOQCZGRk6LnnnlNGRobdpcCCc1O+cX7KL85N+cW5Kd84P+VXaZ8bZrcAAAAALOhJBgAAACwIyQAAAIAFIRkAAACwICQDAAAAFl4Tkp966in9+OOPOnXqlOLi4vTpp5+qVatWLtsEBgbqjTfeUGJiopKTk/Xxxx+rTp06Lts0bNhQn3/+uVJSUhQXF6eXX35Zvr6+ZflWPE5Rzk1UVJSMMS7trbfectmGc1M6RowYoW3btunkyZM6efKkfvjhB/Xt29e5nuvGPuc7N1w35ce4ceNkjNGMGTOcy7h2yoeCzg3Xjn0mTpyY79jv2LHDub6srxvjDW358uVm8ODBpk2bNqZDhw7m888/NwcOHDCVK1d2bvPmm2+agwcPml69epnOnTubH374waxbt8653sfHx/zyyy9m1apVpmPHjqZv374mPj7evPTSS7a/v4rcinJuoqKizNtvv23CwsKcLSQkhHNTBu3mm282N9xwg2nRooVp2bKlefHFF01GRoZp06aNkbhuyvO54bopH61r165m//79ZuvWrWbGjBnO5Vw79rfCzg3Xjn1t4sSJZvv27S7HvmbNms71ZXzd2H9A7Gi1atUyxhjTvXt3I8mEhoaajIwMc8cddzi3ueiii4wxxlx22WVGkunbt6/Jzs42derUcW7z4IMPmhMnThh/f3/b35OnNOu5kc7+h5X3PzBr49yUbTt27JgZOnQo1005bLnnRuK6KQ8tODjY7Nq1y/Tu3dvlfHDt2N8KOzcS146dbeLEiebnn38ucF1ZXzdeM9zCqmrVqpKkpKQkSVKXLl0UEBCg1atXO7fZtWuXDh48qIiICElSRESEtm/frvj4eOc2K1euVNWqVdW2bdsyrN6zWc9NrkGDBikhIUHbt2/X5MmTValSJec6zk3Z8PHx0d13363g4GCtX7+e66YcsZ6bXFw39po1a5a++OILrVmzxmU51479Cjs3ubh27NOyZUvFxMRo3759ev/999WwYUNJZX/d+LnhvVQ4DodDr732mtatW6fffvtNkhQeHq6MjAydPHnSZdu4uDiFh4c7t4mLi8u3PncdSq6gcyNJ//3vf3Xw4EEdOXJEHTp00NSpU3XRRRfpjjvukMS5KW3t2rXT+vXrFRQUpNOnT+u2227Tjh071KlTJ64bmxV2biSuG7vdfffd6ty5s7p165ZvHT9z7HWucyNx7dhp48aNGjJkiHbt2qW6detq4sSJ+u6779SuXbsyv268MiTPmjVL7dq101VXXWV3KbAo7NzMnj3b+fWvv/6qo0eP6uuvv1azZs20f//+si7T6+zatUudOnVS1apVdeedd2rBggXq0aOH3WVBhZ+bHTt2cN3YqEGDBnr99dd13XXXcTvjcqYo54Zrxz4rVqxwfr19+3Zt3LhRBw8e1IABA5SWllamtXjdcIuZM2fq5ptvVq9evRQTE+NcHhsbq8DAQOef+nOFhYUpNjbWuU1YWFi+9bnrUDKFnZuCbNy4UZLUokULSZyb0paVlaV9+/Zpy5YtmjBhgrZt26ZHH32U66YcKOzcFITrpux06dJFYWFh2rJli7KyspSVlaWePXvqkUceUVZWluLi4rh2bHK+c+Pjkz8ace3Y5+TJk9q9e7datGhhy88c2wdpl1WbOXOm+eOPP0yLFi0KHQx+++23O5e1atWqwMHgtWvXdm4zfPhwc+LECRMQEGD7+6vI7VznpqB2xRVXGGOMad++PefGhrZmzRozb948rpty2HLPTUHruG7KrlWpUsW0bdvWpf3444/mvffeM23btuXaKcfnpqDncO3Y14KDg82xY8fM6NGj7bhu7D8AZdFmzZpljh8/bq6++mqXaUWCgoKc27z55pvmwIEDpmfPnqZz587m+++/N99//71zfe60IitWrDAdOnQwffr0MXFxcUz5UsrnplmzZuaZZ54xnTt3No0bNzb9+vUze/fuNd988w3npgza5MmTTffu3U3jxo1Nu3btzOTJk82ZM2fMtddeaySum/J6brhuyl+zzpjAtVN+Wt5zw7Vjb5s2bZq5+uqrTePGjU1ERIRZtWqViY+PN7Vq1TJSmV839h+QsmiFGTx4sHObwMBA88Ybb5hjx46Z06dPm08++cSEhYW57KdRo0bmiy++MCkpKSY+Pt5MmzbN+Pr62v7+KnI737lp0KCB+eabb0xiYqJJS0szu3fvNlOnTnWZs5JzU3rt3XffNdHR0SY9Pd3ExcWZr776yhmQJa6b8npuuG7KX7OGZK6d8tPynhuuHXvbwoULTUxMjElPTzeHDx82CxcuNM2aNXOuL8vrxvHnFwAAAAD+5HUf3AMAAADOh5AMAAAAWBCSAQAAAAtCMgAAAGBBSAYAAAAsCMkAAACABSEZAAAAsCAkAwAAABaEZACAW/n7+2vPnj2KiIhw636vv/56/fzzz3I4HG7dLwAUhJAMAOcwb948GWPytebNm9tdWrk1YsQIRUdHa/369c5lxhj1798/37bz5s3Tp59+WqT9rly5UllZWRo0aJDbagWAwhCSAeA8li9frvDwcJcWHR2dbzt/f38bqit/Hn74Yc2ZM6dU9j1//nw98sgjpbJvAMiLkAwA55GRkaG4uDiXlpOTo6ioKM2cOVMzZsxQQkKCVq5cKUlq27atvvzySyUnJys2Nlbvvfeeatas6dxf5cqVtWDBAiUnJ+vIkSMaM2aMoqKiNGPGDOc2BfW8Hj9+XIMHD3Y+btCggT766CMdP35cx44d05IlS9S4cWPn+txe2rFjx+rIkSNKTEzUG2+8IT8/P+c2AQEB+te//qVDhw4pPT1de/bs0dChQyVJe/bs0dixY11q6Nix4zl70rt06aLmzZvriy++KO5hVuPGjQvstY+KinJus2zZMnXr1k3NmjUr9v4BoDgIyQBQAoMHD1ZmZqauvPJKjRgxQlWrVtXXX3+tn3/+WV27dlXfvn0VFhamRYsWOZ8zbdo09ejRQ/3791efPn3Us2dPde7cuViv6+fnp5UrVyo5OVndu3fXlVdeqdOnT2vFihUuPdq9evVS8+bN1atXLw0ePFhDhgzRkCFDnOvfe+89DRw4UI888oguvvhiPfjggzp9+rQkae7cuYqMjHR53cjISK1du1b79u0rsK7u3btr9+7dzn0Ux+HDh1166zt16qTExER9++23LtvExsaqe/fuxd4/ABSXodFoNFrBbd68eSYrK8skJyc726JFi4wkExUVZTZv3uyy/dNPP21WrFjhsqx+/frGGGNatmxpgoODTXp6urnzzjud66tXr25SUlLMjBkznMuMMaZ///4u+zl+/LgZPHiwkWQGDRpkduzY4bLe39/fpKSkmOuuu85Ze3R0tPHx8XFu89FHH5mFCxcaSaZly5bGGGN69+5d4HuvW7euycrKMt26dTOSjJ+fn4mPjzf33XdfocdrxowZZvXq1fmWG2NMamqqy3FMTk42mZmZ5tNPP823fWBgoFm/fr1ZunSpcTgcLus2b95s/vnPf9r+vUGj0Ty7/fU3NwBAgaKiojRy5Ejn45SUFOfXmzdvdtm2Y8eO6tWrl5KTk/Ptp3nz5qpUqZICAwO1ceNG5/Ljx49r165dxaqpY8eOatGiRb7XCQoKUvPmzfXVV19Jkn777Tfl5OQ41x89elTt27eXJHXq1EnZ2dlau3Ztga9x9OhRffHFFxo6dKh++ukn9evXT4GBgVq8eHGhdVWqVEnp6ekFrnv88ce1evVql2VTp06Vr69vvm3nzp2rkJAQXXfddTLGuKxLS0tT5cqVC60BANyBkAwA55GSklLo8IK8gVmSqlSpomXLlmncuHH5tj169KhatGhRpNfMycnJN9VZ3mEUVapU0ebNmwuc6SEhIcH5dVZWlss6Y4x8fM6OtEtLSztvHe+++67+85//6PHHH1dkZKQ++uijcz4vMTHRGcKtYmNj8x3H5ORkVatWzWXZ008/reuvv16XXnppgcM2atSo4fIeAaA0EJIBwI22bNmiO+64QwcOHNCZM2fyrd+3b58yMzN12WWX6fDhw5KkatWqqVWrVi49ugkJCapbt67zcYsWLRQcHOzyOnfffbfi4+ML7LUuiu3bt8vHx0c9evTQmjVrCtzmyy+/VEpKikaOHKm+ffvq6quvPuc+f/75Z5de9+K6/fbb9c9//lM33HCD9u/fn299YGCgmjdvrp9//vmCXwMAioIP7gGAG82aNUs1atTQwoUL1bVrVzVr1kx9+vTR3Llz5ePjo5SUFM2ZM0fTpk1Tr1691LZtW82fP99lSIQkff3113r44YfVqVMndenSRf/+97+VmZnpXP/BBx8oMTFRn332ma666io1adJEPXr00Ouvv6769esXqdaDBw9qwYIFmjt3rvr37+/cx1133eXcJicnR/Pnz9eUKVO0Z88ebdiw4Zz7jIqKUpUqVdS2bdtiHLWz2rZtq/fee09Tp07Vb7/9prCwMIWFhal69erObS6//HJlZGS4zMEMAKWBkAwAbnT06FFdeeWV8vX11apVq7R9+3a99tprOnHihDMIP/HEE/ruu++0bNkyrV69WuvWrcs3tnns2LE6fPiwvvvuO/33v//VK6+8otTUVOf6tLQ0XX311Tp06JD+97//aceOHZozZ46CgoJ06tSpItc7cuRIffzxx3rzzTe1c+dOzZ4926XHWpLmzJmjwMBAzZs377z7S0pK0qeffnpBN/zo2rWrgoOD9eyzzyo2NtbZ/ve//zm3GThwoD744IMiDRUBgJKy/dODNBqN5u0tKirKZXaL8tSuuuoqk5GRYerUqVOk7du3b29iY2NNcHCwW+uoWbOmSUxMNE2aNLH9mNBoNM9v9CQDAAoUEBCg+vXr67nnntPixYsVHx9fpOdt375d48aNU9OmTd1aT5MmTTRq1CgdOHDArfsFgILwwT0AQIEGDhyoOXPmaOvWrbrvvvuK9dwFCxa4vZ7NmzfnG5YCAKXFobNdygAAAAD+xHALAAAAwIKQDAAAAFgQkgEAAAALQjIAAABgQUgGAAAALAjJAAAAgAUhGQAAALAgJAMAAAAW/w/S6gKS9Or7ZAAAAABJRU5ErkJggg==", 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", 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" ] @@ -389,12 +388,12 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 20, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -424,32 +423,6 @@ "plt.show()" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### A content subsection\n", - "Divide and conquer your objectives with Markdown subsections, which will populate the helpful navbar in Jupyter Lab and here on the Jupyter Book!" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# some subsection code\n", - "new = \"helpful information\"" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Another content subsection\n", - "Keep up the good work! A note, *try to avoid using code comments as narrative*, and instead let them only exist as brief clarifications where necessary." - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -492,12 +465,12 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 22, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -542,6 +515,15 @@ "A mother wavelet represents the basic wavelet shape that is transformed into varied scaled copies known as daughter wavelets. The daughter wavelets are shifted along the entire signal to match possible frequencies over a finite period of time." ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Sampling Period\n", + "\n", + "The sampling period (matching the sample rate in audio) is hertz when measuring in seconds." + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -554,18 +536,11 @@ "- Shrunk Wavelet: A small wavelet will capture small features and high frequencies, sudden changing frequencies" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [] - }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Sampling Period\n", - "\n", - "The sampling period (matching the sample rate in audio) is hertz when measuring in seconds." + "## Wavelet Transform - Frequency and Time" ] }, { From 47e28d46c416766e1a862b54f1a914b30f77d705 Mon Sep 17 00:00:00 2001 From: cyschneck <22159116+cyschneck@users.noreply.github.com> Date: Fri, 26 Jul 2024 13:06:12 -0600 Subject: [PATCH 07/12] update spy keypad --- README.md | 9 +- environment.yml | 2 + .../example-workflows/jingle-bells.ipynb | 10 +- notebooks/example-workflows/nino3.ipynb | 35 +- notebooks/example-workflows/spy-keypad.ipynb | 507 ++++++++++++++---- .../wavelet-introduction/wavelet-basics.ipynb | 414 +++++++------- 6 files changed, 651 insertions(+), 326 deletions(-) diff --git a/README.md b/README.md index 198269c..d9e8521 100644 --- a/README.md +++ b/README.md @@ -9,8 +9,7 @@ This Project Pythia Cookbook covers working with wavelets in Python ## Motivation - -(Add a few sentences stating why this cookbook will be useful. What skills will you, "the chef", gain once you have reached the end of the cookbook?) +Wavelets are a tool to analysis time-series data. When data frequencies vary over time, wavelets can be applied to analysis trends and overcome the time vs. frequency limitations of Fourier Transforms ## Authors @@ -28,11 +27,13 @@ This Project Pythia Cookbook covers working with wavelets in Python ### Foundations -(Add content for this section, e.g., "The foundational content includes ... ") +- Wavelet Basics ### Example Workflows -(Add content for this section, e.g., "Example workflows include ... ") +- PyWavelets and Jingle Bells +- Spy Keypad +- Atmospheric Data: nino3 ## Running the Notebooks diff --git a/environment.yml b/environment.yml index 1f99582..ffac950 100644 --- a/environment.yml +++ b/environment.yml @@ -4,8 +4,10 @@ channels: dependencies: - jupyter-book - jupyterlab + - geocat-datafiles - sphinx-pythia-theme - numpy + - xarray - nodejs - matplotlib - pandas diff --git a/notebooks/example-workflows/jingle-bells.ipynb b/notebooks/example-workflows/jingle-bells.ipynb index a1cca17..7448e81 100644 --- a/notebooks/example-workflows/jingle-bells.ipynb +++ b/notebooks/example-workflows/jingle-bells.ipynb @@ -4,12 +4,6 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let's start here! If you can directly link to an image relevant to your notebook, such as [canonical logos](https://github.com/numpy/numpy/blob/main/doc/source/_static/numpylogo.svg), do so here at the top of your notebook. You can do this with Markdown syntax,\n", - "\n", - "> `![](http://link.com/to/image.png \"image alt text\")`\n", - "\n", - "or edit this cell to see raw HTML `img` demonstration. This is preferred if you need to shrink your embedded image. **Either way be sure to include `alt` text for any embedded images to make your content more accessible.**\n", - "\n", "\"Project" ] }, @@ -116,7 +110,7 @@ "metadata": {}, "source": [ "### Input Values\n", - "- data: inpt data as a array_like\n", + "- data: input data as a array_like\n", "- scales: array_like collection of the scales to use (np.arange(s0, jtot, dj))\n", "- wavelet: name of Mother wavelet\n", "- sampling_period: optional sampling period for frequencies output" @@ -237,7 +231,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Wavelet_coeff is a complex numbre with a real and an imaginary number (1 + 2i). The less common phase plot uses the imaginary component of the complex number\n", + "Wavelet_coeff is a complex number with a real and an imaginary number (1 + 2i). The less common phase plot uses the imaginary component of the complex number\n", "\n", "```\n", "import numpy as np\n", diff --git a/notebooks/example-workflows/nino3.ipynb b/notebooks/example-workflows/nino3.ipynb index 187b4dd..ea7e440 100644 --- a/notebooks/example-workflows/nino3.ipynb +++ b/notebooks/example-workflows/nino3.ipynb @@ -5,7 +5,7 @@ "metadata": {}, "source": [ "

\n", - " \"Weekly\n", + " \"Weekly\n", "

" ] }, @@ -89,14 +89,15 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ - "import math\n", + "import pywt # PyWavelets\n", "import numpy as np # complex numbers (real and imaginary)\n", - "import matplotlib.pyplot as plt # plot data\n", - "import pywt # PyWavelets" + "import xarray as xr # working with geocat-datafiles\n", + "import geocat.datafiles as gcd # accessing nino 3 data file\n", + "import matplotlib.pyplot as plt # plot data" ] }, { @@ -115,12 +116,28 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 7, "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "ValueError", + "evalue": "did not find a match in any of xarray's currently installed IO backends ['scipy']. Consider explicitly selecting one of the installed engines via the ``engine`` parameter, or installing additional IO dependencies, see:\nhttps://docs.xarray.dev/en/stable/getting-started-guide/installing.html\nhttps://docs.xarray.dev/en/stable/user-guide/io.html", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[7], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;66;03m#nino_url = 'https://paos.colorado.edu/research/wavelets/wave_idl/nino3sst.txt'\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;66;03m#nino3_data = np.genfromtxt(nino_url, skip_header=19)\u001b[39;00m\n\u001b[0;32m----> 3\u001b[0m nino3_data \u001b[38;5;241m=\u001b[39m xr\u001b[38;5;241m.\u001b[39mopen_dataset(gcd\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mascii_files/sst_nino3.dat\u001b[39m\u001b[38;5;124m'\u001b[39m))\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28mprint\u001b[39m(nino3_data)\n", + "File \u001b[0;32m~/miniconda3/envs/wavelet_tutorial/lib/python3.11/site-packages/xarray/backends/api.py:552\u001b[0m, in \u001b[0;36mopen_dataset\u001b[0;34m(filename_or_obj, engine, chunks, cache, decode_cf, mask_and_scale, decode_times, decode_timedelta, use_cftime, concat_characters, decode_coords, drop_variables, inline_array, chunked_array_type, from_array_kwargs, backend_kwargs, **kwargs)\u001b[0m\n\u001b[1;32m 549\u001b[0m kwargs\u001b[38;5;241m.\u001b[39mupdate(backend_kwargs)\n\u001b[1;32m 551\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m engine \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 552\u001b[0m engine \u001b[38;5;241m=\u001b[39m plugins\u001b[38;5;241m.\u001b[39mguess_engine(filename_or_obj)\n\u001b[1;32m 554\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m from_array_kwargs \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 555\u001b[0m from_array_kwargs \u001b[38;5;241m=\u001b[39m {}\n", + "File \u001b[0;32m~/miniconda3/envs/wavelet_tutorial/lib/python3.11/site-packages/xarray/backends/plugins.py:197\u001b[0m, in \u001b[0;36mguess_engine\u001b[0;34m(store_spec)\u001b[0m\n\u001b[1;32m 189\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 190\u001b[0m error_msg \u001b[38;5;241m=\u001b[39m (\n\u001b[1;32m 191\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfound the following matches with the input file in xarray\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms IO \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 192\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mbackends: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mcompatible_engines\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m. But their dependencies may not be installed, see:\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 193\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhttps://docs.xarray.dev/en/stable/user-guide/io.html \u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 194\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhttps://docs.xarray.dev/en/stable/getting-started-guide/installing.html\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 195\u001b[0m )\n\u001b[0;32m--> 197\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(error_msg)\n", + "\u001b[0;31mValueError\u001b[0m: did not find a match in any of xarray's currently installed IO backends ['scipy']. Consider explicitly selecting one of the installed engines via the ``engine`` parameter, or installing additional IO dependencies, see:\nhttps://docs.xarray.dev/en/stable/getting-started-guide/installing.html\nhttps://docs.xarray.dev/en/stable/user-guide/io.html" + ] + } + ], "source": [ - "nino_url = 'https://paos.colorado.edu/research/wavelets/wave_idl/nino3sst.txt'\n", - "nino3_data = np.genfromtxt(nino_url, skip_header=19)" + "#nino_url = 'https://paos.colorado.edu/research/wavelets/wave_idl/nino3sst.txt'\n", + "#nino3_data = np.genfromtxt(nino_url, skip_header=19)\n", + "nino3_data = xr.open_dataset(gcd.get('ascii_files/sst_nino3.dat'))\n", + "print(nino3_data)" ] }, { diff --git a/notebooks/example-workflows/spy-keypad.ipynb b/notebooks/example-workflows/spy-keypad.ipynb index bfcc7f0..25de384 100644 --- a/notebooks/example-workflows/spy-keypad.ipynb +++ b/notebooks/example-workflows/spy-keypad.ipynb @@ -4,22 +4,16 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let's start here! If you can directly link to an image relevant to your notebook, such as [canonical logos](https://github.com/numpy/numpy/blob/main/doc/source/_static/numpylogo.svg), do so here at the top of your notebook. You can do this with Markdown syntax,\n", - "\n", - "> `![](http://link.com/to/image.png \"image alt text\")`\n", - "\n", - "or edit this cell to see raw HTML `img` demonstration. This is preferred if you need to shrink your embedded image. **Either way be sure to include `alt` text for any embedded images to make your content more accessible.**\n", - "\n", - "\"Project" + "

\n", + " \"Project\n", + "

" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "# Project Pythia Notebook Template\n", - "\n", - "Next, title your notebook appropriately with a top-level Markdown header, `#`. Do not use this level header anywhere else in the notebook. Our book build process will use this title in the navbar, table of contents, etc. Keep it short, keep it descriptive. Follow this with a `---` cell to visually distinguish the transition to the prerequisites section." + "# Spy Keypad" ] }, { @@ -34,7 +28,15 @@ "metadata": {}, "source": [ "## Overview\n", - "If you have an introductory paragraph, lead with it here! Keep it short and tied to your material, then be sure to continue into the required list of topics below,\n", + "A door is encoded with a number pad (0-9). We can't see the door, but through nefariouis means we have a recording of someone opening it. Quick, we need to decode this [mystery signal](data/mystery_signal.wav)! The door code is encoded in this mystery_signal.wav file but we need to know what music notes and their order to open it\n", + "\n", + "We know that the door code is set up as:\n", + "- A note: 0\n", + "- B note: 1\n", + "- C note: 2\n", + "- D note: 3\n", + "- E note: 4\n", + "- F note: 5\n", "\n", "1. This is a numbered list of the specific topics\n", "1. These should map approximately to your main sections of content\n", @@ -88,21 +90,14 @@ "metadata": {}, "outputs": [], "source": [ - "import sys" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Your first content section" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This is where you begin your first section of material, loosely tied to your objectives stated up front. Tie together your notebook as a narrative, with interspersed Markdown text, images, and more as necessary," + "import ipywidgets\n", + "import pandas as pd\n", + "import numpy as np\n", + "import scipy.io.wavfile\n", + "import math\n", + "import matplotlib.pyplot as plt\n", + "\n", + "import pywt" ] }, { @@ -114,144 +109,434 @@ "name": "stdout", "output_type": "stream", "text": [ - "Hello world!\n" + "A note 440 hz\n", + "B note 494 hz\n", + "C note 261 hz\n", + "D note 293 hz\n", + "E note 330 hz\n", + "F note 350 hz\n" ] } ], "source": [ - "# as well as any and all of your code cells\n", - "print(\"Hello world!\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### A content subsection\n", - "Divide and conquer your objectives with Markdown subsections, which will populate the helpful navbar in Jupyter Lab and here on the Jupyter Book!" + "# note frequency in hz\n", + "a_freq = 440\n", + "print(f\"A note {a_freq} hz\")\n", + "b_freq = 494\n", + "print(f\"B note {b_freq} hz\")\n", + "c_freq = 261\n", + "print(f\"C note {c_freq} hz\")\n", + "d_freq = 293\n", + "print(f\"D note {d_freq} hz\")\n", + "e_freq = 330\n", + "print(f\"E note {e_freq} hz\")\n", + "f_freq = 350\n", + "print(f\"F note {f_freq} hz\")" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Sample Rate: 10000\n", + "duration = 6.0 seconds (sample rate and audioBuffer = 60000 / 10000\n", + "len of audio file = 60000\n", + "Total Length in time = 60000\n" + ] + } + ], "source": [ - "# some subsection code\n", - "new = \"helpful information\"" + "# Extract audio .wav file\n", + "import scipy.io.wavfile\n", + "sampleRate, signalData = scipy.io.wavfile.read(\"../data/mystery_signal.wav\")\n", + "\n", + "# Amplitude determines the volume of thes ound\n", + "# Frequency determines the chord\n", + "\n", + "duration = len(signalData) / sampleRate\n", + "time = np.arange(0, duration, 1/sampleRate) \n", + "\n", + "print(f\"Sample Rate: {sampleRate}\")\n", + "print(f\"duration = {duration} seconds (sample rate and audioBuffer = {len(signalData)} / {sampleRate}\")\n", + "print(f\"len of audio file = {len(signalData)}\")\n", + "print(f\"Total Length in time = {len(time)}\")" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 6, "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " time (seconds) amplitude\n", + "0 0.0000 11182\n", + "1 0.0001 29148\n", + "2 0.0002 2847\n", + "3 0.0003 14564\n", + "4 0.0004 21618" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "### Another content subsection\n", - "Keep up the good work! A note, *try to avoid using code comments as narrative*, and instead let them only exist as brief clarifications where necessary." + "signal_df = pd.DataFrame({'time (seconds)': time, 'amplitude': signalData})\n", + "signal_df.head()" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 7, "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "## Your second content section\n", - "Here we can move on to our second objective, and we can demonstrate" + "# Plot .wav file\n", + "fig, ax = plt.subplots()\n", + "fig = plt.plot(signal_df[\"time (seconds)\"], signal_df[\"amplitude\"])\n", + "plt.title(\".wav Audio File\")\n", + "ax.set_xlim(signal_df[\"time (seconds)\"][1000], signal_df[\"time (seconds)\"][4000])\n", + "plt.xlabel(\"Time (seconds)\")\n", + "plt.ylabel(\"Amplitude\")\n", + "plt.show()" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 10, "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "size (39, 60000) with 39 scales and 60000 time steps\n", + "x-axis be default is: 60000\n", + "y-axis be default is: 39\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "### Subsection to the second section\n", + "# Amplitude determines the volume of thes ound\n", + "# Frequency determines the chord\n", "\n", - "#### a quick demonstration\n", + "wavelet_mother = \"morl\" # morlet\n", "\n", - "##### of further and further\n", + "# scale determinse how squished or stretched a wavelet is\n", + "scales = np.arange(1, 40)\n", + "wavelet_coeffs, freqs = pywt.cwt(signalData, scales, wavelet = wavelet_mother)\n", "\n", - "###### header levels" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "as well $m = a * t / h$ text! Similarly, you have access to other $\\LaTeX$ equation [**functionality**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Typesetting%20Equations.html) via MathJax (demo below from link),\n", + "# Shape of wavelet transform\n", + "print(f\"size {wavelet_coeffs.shape} with {wavelet_coeffs.shape[0]} scales and {wavelet_coeffs.shape[1]} time steps\")\n", + "print(f\"x-axis be default is: {wavelet_coeffs.shape[1]}\")\n", + "print(f\"y-axis be default is: {wavelet_coeffs.shape[0]}\")\n", "\n", - "\\begin{align}\n", - "\\dot{x} & = \\sigma(y-x) \\\\\n", - "\\dot{y} & = \\rho x - y - xz \\\\\n", - "\\dot{z} & = -\\beta z + xy\n", - "\\end{align}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Check out [**any number of helpful Markdown resources**](https://www.markdownguide.org/basic-syntax/) for further customizing your notebooks and the [**Jupyter docs**](https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Working%20With%20Markdown%20Cells.html) for Jupyter-specific formatting information. Don't hesitate to ask questions if you have problems getting it to look *just right*." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Last Section\n", "\n", - "If you're comfortable, and as we briefly used for our embedded logo up top, you can embed raw html into Jupyter Markdown cells (edit to see):" + "# Plot scalogram\n", + "data = np.log2(np.square(abs(wavelet_coeffs))) # compare the magntiude\n", + "plt.xlabel(\"Time Steps\")\n", + "plt.ylabel(\"Scale Sensitivity\")\n", + "plt.imshow(data, \n", + " vmax=(data).max(), vmin=(data).min(),\n", + " cmap=\"coolwarm\", aspect=\"auto\")\n", + "plt.colorbar()\n", + "plt.show()" ] }, { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "
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\n", - " Your relevant information here!\n", - "
" - ] - }, - { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 13, "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(39, 60000)\n", + "39\n", + "39\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "Feel free to copy this around and edit or play around with yourself. Some other `admonitions` you can put in:" + "# to convert HZ frequency to a scale = hz *.0001 (where 0.01 # 100 Hz sampling) then frequency2scale\n", + "# note frequency in hz\n", + "plt.axhline(y=440, color='yellow', linestyle='--', label='A')\n", + "plt.axhline(y=494, color=\"maroon\", linestyle='--', label='B')\n", + "plt.axhline(y=261, color='green', linestyle='--', label='C')\n", + "plt.axhline(y=293, color='blue', linestyle='--', label='D')\n", + "plt.axhline(y=330, color='cyan', linestyle='--', label='E')\n", + "plt.axhline(y=350, color='fuchsia', linestyle='--', label='F')\n", + "\n", + "plt.style.use('dark_background')\n", + "power = np.log2(np.square(abs(wavelet_coeffs))) # compare the magntiude\n", + "print(power.shape)\n", + "print(len(power[:,0]))\n", + "print(len(power[:,1]))\n", + "\n", + "plt.title(\"Note Frequency as Scale\")\n", + "plt.xlabel(\"Time Steps\")\n", + "plt.ylabel(\"Scale Sensitivity\")\n", + "plt.imshow(power, \n", + " vmax=(power).max(), vmin=(power).min(),\n", + " cmap=\"coolwarm\", aspect=\"auto\")\n", + "plt.legend()\n", + "plt.show()" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 12, "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "
\n", - "

Success

\n", - " We got this done after all!\n", - "
" + "# to convert HZ frequency to a scale = hz *.0001 (where 0.01 # 100 Hz sampling) then frequency2scale\n", + "# note frequency in hz\n", + "sample_rate = 1/sampleRate\n", + "a_freq = pywt.frequency2scale(wavelet_mother, 440*sample_rate)\n", + "plt.axhline(y=a_freq, color='yellow', linestyle='--', label='A')\n", + "b_freq = pywt.frequency2scale(wavelet_mother, 494*sample_rate)\n", + "plt.axhline(y=b_freq, color=\"maroon\", linestyle='--', label='B')\n", + "c_freq = pywt.frequency2scale(wavelet_mother, 261*sample_rate)\n", + "#plt.axhline(y=c_freq, color='green', linestyle='--', label='C')\n", + "d_freq = pywt.frequency2scale(wavelet_mother, 293*sample_rate)\n", + "#plt.axhline(y=d_freq, color='blue', linestyle='--', label='D')\n", + "e_freq = pywt.frequency2scale(wavelet_mother, 330*sample_rate)\n", + "#plt.axhline(y=e_freq, color='cyan', linestyle='--', label='E')\n", + "f_freq = pywt.frequency2scale(wavelet_mother, 350*sample_rate)\n", + "plt.axhline(y=f_freq, color='fuchsia', linestyle='--', label='F')\n", + "\n", + "plt.style.use('dark_background')\n", + "data = np.log2(np.square(abs(wavelet_coeffs))) # compare the magntiude\n", + "plt.title(\"Note Frequency as Scale\")\n", + "plt.xlabel(\"Time Steps\")\n", + "plt.ylabel(\"Scale Sensitivity\")\n", + "plt.imshow(data,\n", + " vmax=(data).max(), vmin=(data).min(),\n", + " cmap=\"coolwarm\", aspect=\"auto\")\n", + "ax.set_yticks(freqs)\n", + "ax.set_yticklabels(freqs)\n", + "plt.legend()\n", + "plt.show()" ] }, { - "cell_type": "markdown", + "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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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "
\n", - "

Warning

\n", - " Be careful!\n", - "
" + "# Useful to determine the right range of scales\n", + "plt.style.use('dark_background')\n", + "plt.xlabel(\"Scale\")\n", + "plt.ylabel(\"Frequency\")\n", + "plt.plot(freqs)" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 15, "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ True True True True True True True True True True True True\n", + " True True True True True True True True True True True True\n", + " True True True True True True True True True True True True\n", + " True True True True True True True True True True True True\n", + " True]\n", + "[8125. 4062.5 2708.33333333 2031.25 1625.\n", + " 1354.16666667 1160.71428571 1015.625 902.77777778 812.5\n", + " 738.63636364 677.08333333 625. 580.35714286 541.66666667\n", + " 507.8125 477.94117647 451.38888889 427.63157895 406.25\n", + " 386.9047619 369.31818182 353.26086957 338.54166667 325.\n", + " 312.5 300.92592593 290.17857143 280.17241379 270.83333333\n", + " 262.09677419 253.90625 246.21212121 238.97058824 232.14285714\n", + " 225.69444444 219.59459459 213.81578947 208.33333333 203.125\n", + " 198.17073171 193.45238095 188.95348837 184.65909091 180.55555556\n", + " 176.63043478 172.87234043 169.27083333 165.81632653]\n" + ] + }, + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "
\n", - "

Danger

\n", - " Scary stuff be here.\n", - "
" + "wavelet_mother = \"morl\" # morlet\n", + "\n", + "# scale determinse how squished or stretched a wavelet is\n", + "scales = np.arange(1, 50)\n", + "wavelet_coeffs, freqs = pywt.cwt(signalData, scales, wavelet = wavelet_mother)\n", + "\n", + "# freq is the same as scale2freq of the wavlet scales\n", + "print(pywt.scale2frequency('morl', scales) == freqs)\n", + "\n", + "# freqs is normalized frequencies, so needs to be multiplied by thes sampling frequency to turn back into frequencies\n", + "#which means that you need to multiply them by your sampling frequency (500Hz) to turn them into actual frequencies.\n", + "plt.axhline(y=440, color='yellow', linestyle='--', label='A')\n", + "plt.axhline(y=494, color=\"maroon\", linestyle='--', label='B')\n", + "plt.axhline(y=261, color='green', linestyle='--', label='C')\n", + "plt.axhline(y=293, color='blue', linestyle='--', label='D')\n", + "plt.axhline(y=350, color='cyan', linestyle='--', label='E')\n", + "plt.axhline(y=391, color='fuchsia', linestyle='--', label='F')\n", + "plt.style.use('dark_background')\n", + "plt.xlabel(\"Scale\")\n", + "plt.ylabel(\"Frequency (Hz)\")\n", + "print(freqs*sampleRate)\n", + "plt.plot(freqs*sampleRate)\n", + "#plt.plot(freqs*1/sampleRate)\n", + "# Usefulful to determine the right range of scales" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, "metadata": {}, - "source": [ - "We also suggest checking out Jupyter Book's [brief demonstration](https://jupyterbook.org/content/metadata.html#jupyter-cell-tags) on adding cell tags to your cells in Jupyter Notebook, Lab, or manually. Using these cell tags can allow you to [customize](https://jupyterbook.org/interactive/hiding.html) how your code content is displayed and even [demonstrate errors](https://jupyterbook.org/content/execute.html#dealing-with-code-that-raises-errors) without altogether crashing our loyal army of machines!" - ] + "outputs": [], + "source": [] }, { "cell_type": "markdown", @@ -303,7 +588,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.4" + "version": "3.11.8" }, "nbdime-conflicts": { "local_diff": [ diff --git a/notebooks/wavelet-introduction/wavelet-basics.ipynb b/notebooks/wavelet-introduction/wavelet-basics.ipynb index 655e685..660698e 100644 --- a/notebooks/wavelet-introduction/wavelet-basics.ipynb +++ b/notebooks/wavelet-introduction/wavelet-basics.ipynb @@ -29,28 +29,12 @@ "source": [ "## Overview\n", "\n", - "Time-series data refers to when data is collected over time, making the order of the data collection and not just the value important. Time-series data can include anything from atmospheric data over a year where the maximum and minimum values corresponds to specific days in a year.\n", - "\n", - "For the purpose of an example, imagine a short piece of music. Each note in the piece can be any note from A to F. Each note varies based on frequency to produce different pitches and notes. Frequency measures the amount of cycles over a single second. A higher frequency is associated with a higher pitch, like an A note, while a lower frequency is associated with a lower pitch, like a C notes.\n", - "\n", - "| Note | Freq |\n", - "|--------|--------|\n", - "| A note | 440 hz |\n", - "| B note | 494 hz |\n", - "| C note | 261 hz |\n", - "| D note | 293 hz |\n", - "| E note | 330 hz |\n", - "| F note | 350 hz |\n", - "| G note | 392 hz |\n", - "\n", - "However, just graphing that a B and a D note appear in the piece does not encapulsate all the information. What is the order? BDDB is very different from DDDDBD. This is the importance of time and order in data that is lost in first passes of signal processing with tools like Fourier Transform.\n", - "\n", "1. Prerequistites\n", "2. Background\n", "3. Load Wav File for Audio\n", "4. Fourier Transform - Frequency, but not Time\n", - "5. Wavelet Terminology\n", - "6. Wavelet Transform - Frequency and Time" + "6. Wavelet Transform - Frequency and Time\n", + "7. Wavelet Terminology" ] }, { @@ -58,8 +42,6 @@ "metadata": {}, "source": [ "## Prerequisites\n", - "Label the importance of each concept explicitly as **helpful/necessary**.\n", - "\n", "| Concepts | Importance | Notes |\n", "| --- | --- | --- |\n", "| [Intro to Matplotlib](https://foundations.projectpythia.org/core/matplotlib/matplotlib-basics.html) | Necessary | Plotting on a data |\n", @@ -67,11 +49,17 @@ "| [Intro to Numpy](https://foundations.projectpythia.org/core/numpy/numpy-basics.html)| Necessary | Familiarity with working with arrays |\n", "| [Intro to SciPy](https://docs.scipy.org/doc/scipy-1.13.1/tutorial/fft.html) | Helpful | Familiarity with working with wave files and FFT |\n", "\n", - "- **Time to learn**: estimate in minutes. For a rough idea, use 5 mins per subsection, 10 if longer; add these up for a total. Safer to round up and overestimate.\n", - "- **System requirements**:\n", - " - Populate with any system, version, or non-Python software requirements if necessary\n", - " - Otherwise use the concepts table above and the Imports section below to describe required packages as necessary\n", - " - If no extra requirements, remove the **System requirements** point altogether" + "- **Time to learn**: 45 minutes" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Background\n", + "Time-series data refers to when data is collected over time, making the order of the data collection and not just the value important. For the purpose of an example, imagine a short piece of music. Each note in the piece can be any note from A to G. Each note varies based on frequency to produce different notes. A higher frequency is associated with a higher pitch, like an A note, while a lower frequency is associated with a lower pitch, like a C note.\n", + "\n", + "With tools like Fourier Transform, it will be obvious when a B and a D note appears in the piece of music. However, this does not encapulsate all the information. What is the order? BDDB is very different from DDDDBD. This is the importance of time and order in data that is lost in first passes of signal processing with tools like Fourier Transform. The power of wavelets is that it can return both information about the frequency and information about the time when the frequency occurred." ] }, { @@ -90,17 +78,16 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 33, "metadata": {}, "outputs": [], "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import pandas as pd\n", - "from scipy.fftpack import fft, fftfreq\n", - "from scipy.io import wavfile\n", - "import math\n", - "import pywt # PyWavelets" + "import pywt # PyWavelets\n", + "import numpy as np # working with arrays\n", + "import pandas as pd # working with dataframes\n", + "from scipy.io import wavfile # loading in wav files\n", + "import matplotlib.pyplot as plt # plot data (fourier transform and wav files)\n", + "from scipy.fftpack import fft, fftfreq # working with Fourier Transforms" ] }, { @@ -117,9 +104,29 @@ "## Background" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Load .wav file data" + ] + }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "sample_rate, signal_data = wavfile.read('../data/jingle_bells.wav')\n", + "\n", + "# Determine the total duration and length of .wav file\n", + "duration = len(signal_data) / sample_rate\n", + "time = np.arange(0, duration, 1/sample_rate) " + ] + }, + { + "cell_type": "code", + "execution_count": 35, "metadata": {}, "outputs": [ { @@ -127,30 +134,27 @@ "output_type": "stream", "text": [ "Sample Rate: 10000\n", - "duration = 15.6991 seconds (sample rate and audioBuffer = 156991 / 10000)\n", - "len of audio file = 156991\n", - "Total Length in time = 156991\n" + "duration = 15.6991 seconds (is the ratio of sample rate and data = 156991 / 10000)\n", + "length of audio file = 156991 time steps\n" ] } ], "source": [ - "# Load .wav file data\n", - "sample_rate, signal_data = wavfile.read('../data/jingle_bells.wav')\n", - "\n", - "# Frequency determines the chord\n", - "\n", - "duration = len(signal_data) / sample_rate\n", - "time = np.arange(0, duration, 1/sample_rate) \n", - "\n", "print(f\"Sample Rate: {sample_rate}\")\n", - "print(f\"duration = {duration} seconds (sample rate and audioBuffer = {len(signal_data)} / {sample_rate})\")\n", - "print(f\"len of audio file = {len(signal_data)}\")\n", - "print(f\"Total Length in time = {len(time)}\")" + "print(f\"duration = {duration} seconds (is the ratio of sample rate and data = {len(signal_data)} / {sample_rate})\")\n", + "print(f\"length of audio file = {len(signal_data)} time steps\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Convert .wav file to pandas dataframe" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 36, "metadata": {}, "outputs": [ { @@ -217,7 +221,7 @@ "4 0.0004 -8540" ] }, - "execution_count": 15, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" } @@ -227,14 +231,21 @@ "signal_df.head()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plot a Small Sample of the .wav File" + ] + }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 37, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -244,11 +255,10 @@ } ], "source": [ - "# Plot .wav file\n", "fig, ax = plt.subplots(figsize=(8, 8))\n", "fig = plt.plot(signal_df[\"time (seconds)\"], signal_df[\"amplitude\"])\n", - "plt.title(\"Small Sample of Audio File\")\n", "ax.set_xlim(signal_df[\"time (seconds)\"][100], signal_df[\"time (seconds)\"][400])\n", + "plt.title(\"Small Sample of the Audio File\")\n", "plt.xlabel(\"Time (seconds)\")\n", "plt.ylabel(\"Amplitude\")\n", "plt.show()" @@ -256,39 +266,33 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 38, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "A note 440 hz\n", - "B note 494 hz\n", - "C note 261 hz\n", - "D note 293 hz\n", - "E note 330 hz\n", - "F note 350 hz\n", - "G note 392 hz\n" - ] - } - ], + "outputs": [], "source": [ "# note frequency in hz\n", "a_freq = 440\n", - "print(f\"A note {a_freq} hz\")\n", "b_freq = 494\n", - "print(f\"B note {b_freq} hz\")\n", "c_freq = 261\n", - "print(f\"C note {c_freq} hz\")\n", "d_freq = 293\n", - "print(f\"D note {d_freq} hz\")\n", "e_freq = 330\n", - "print(f\"E note {e_freq} hz\")\n", "f_freq = 350\n", - "print(f\"F note {f_freq} hz\")\n", - "g_freq = 392\n", - "print(f\"G note {g_freq} hz\")" + "g_freq = 392" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "| Note | Freq |\n", + "|--------|--------|\n", + "| A note | 440 hz |\n", + "| B note | 494 hz |\n", + "| C note | 261 hz |\n", + "| D note | 293 hz |\n", + "| E note | 330 hz |\n", + "| F note | 350 hz |\n", + "| G note | 392 hz |" ] }, { @@ -308,17 +312,75 @@ "\n", "Fourier Transform is a tool that can be used to pull out frequencies from raw data. For a musical example, a Fourier Transform will return the frequencies of all the notes that are present. Jingle Bells is a simple muiscal piece that is taught to beginners and children since it can be entirely played with one hand: \n", "\n", - "\"Jingle Bells, Jingle Bells, Jingle All the Way\" as EEE EEE EGCDE" + "```\n", + "\"Jingle Bells, Jingle Bells, Jingle All the Way\" as EEE EEE EGCDE\n", + "```" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Fast Fourier Transform of Signal Data" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "fourier_transform = abs(fft(signal_data))\n", + "freqs = fftfreq(len(fourier_transform), (1/sample_rate))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plot Frequency Prevalence from Fast Fourier Transform" + ] + }, + { + "cell_type": "code", + "execution_count": 40, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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9+3K07927N0dbxYoVlZyc7NCWkZGR43OuVauWUlNTi+1KW/bx7Nq165p9H330UUVHR2v+/Pm6cOGCSpcu7RAkS0qtWrVkGIZq1KiRI9DnpmfPnnrvvfeUkpKihQsXKiwsTHfeead9/erVq3X69Gl99dVXuvvuu+3t2bNFXKuW//73v7rrrruKdPPh1fu81udfq1Ytbd++XR06dLiuv9Pr16+vL7/88npLLBEJCQny9/fP86o14G4Yw1tEw4YNU3x8vBYsWKAdO3aoR48e6ty5s/0f0vT0dHl7ezts4+PjoyNHjuivv/5yRskwgVWrVuV6FWrZsmWS8v+1fFRUlOLj47Vt2zZ725kzZ/K8KlYQnp6eOepZvHixfbzsjRIQEKB27drpo48+yjX0X/m41HvvvVcbNmzQxo0bHdbn9jnUqlUrx/jbGTNm5LjC27NnT8XHx2v58uU59pGcnKzMzMxCHU+VKlV09913a9asWTp06JDDuqs/b39/f3Xp0kWfffaZ5s2bp86dO9+Q/2w89NBD8vT01CuvvJKjJsMwdPr0aYe2Xr16KT09XXPmzFFcXJx69uzpsD77quuV+8rIyNCHH354zVp69uyprKwsjRs3Lse6zMzMHP9pKYiHH37YPmToatk19uzZU0ePHtXHH3+co8+FCxeUlpaW73tERETo77//dqkn223evPm6ZvcAXBVXeIvg0KFDmj17tg4dOmSfdmnUqFGKi4vT7Nmz9cYbbygqKkr/+te/1L9/f7Vv31779+/XxIkTJV2+CsdTo3A9nnnmGZ0/f14PPvig6tevr4yMDK1fv95+xWzAgAF5bvv888/rs88+U8eOHfXMM8/YpyWrVq2azpw5c11XqO677z69+uqrGjBggFq1aqWdO3dq3rx59iuUN9LUqVPVunVrNWzYUIMHD1bNmjWVlJSk+Ph4HTlyxD438PPPP69PP/1UnTt31rPPPmuflqx69erasWOHwz6feOIJPfXUU3r44YfVsWNHbd++XcuXL88RKJ977jl9++23uu++++zTW6WlpWnnzp364osvdPDgwUKH0Pfff1+tW7dWs2bN9OSTT6pGjRo6ePCgli5d6vCfFunysIbsBxTkFvpKQq1atfTaa68pJiZGBw8eVPfu3VW+fHklJCTo66+/1pNPPqlRo0bZ+zdr1ky1a9fW//3f/yk9PT3HVehWrVqpYsWK6tevn4YPHy6LxaJPP/20QMMM2rZtqyFDhmj8+PHatm2bOnXqpNKlS2vfvn1avHix3nvvvQI/yCTbc889py+++EI9evTQwIED1bx5c505c0bffvutpk+frsaNG+vxxx/XokWL9NRTT2nVqlW66667lJWVpT179mjRokVavnx5jpv/rtS1a1eVKlVK//3vf/Xkk08Wqr6ScOLECe3YsUNDhw51dilAsSHwFsHOnTuVlZWV49d46enp9ht1Bg8erAMHDui+++7TpUuX5Ovrq2effVYvv/yy2z7uFc73zjvvaPHixVq2bJlmzJihjIwMVatWTf/85z/10ksv5fpAimyhoaFatWqVhg8frjfeeENVqlTR0KFDVbZsWQ0fPjzHbyQK4t///rfS0tL0+eefa+HChWrWrJmWLl2qF198sQhHeX1uu+02bdq0Sa+88opiY2N1+vRpBQQEqGnTphozZoy9X3BwsFatWqVnnnlGb775pipXrqynnnpKISEh9hu/sg0ePFgJCQmaOXOm4uLi1KZNG61YsUIdOnRw6FemTBn99NNPeuONN7R48WLNnTtXvr6+qlu3rl555RX5+fkV+ngaN26sDRs2aPTo0Zo2bZouXryo6tWr57gyKkndunVTxYoV7fPC3igvvvii6tatq0mTJumVV16RdPn7rFOnTrnW0atXL73++uuqXbu2mjVr5rCucuXK+s9//qORI0fqpZdeUsWKFfXYY4+pQ4cOeY7LvtL06dPVvHlzffTRR/r3v/+tUqVKKSwsTI899pjuuuuuQh9buXLltHbtWo0dO1Zff/215syZo4CAAHXo0EG33HKLJMnDw0NLlizRpEmTNHfuXH399dcqU6aMatasqWefffaaQz0CAwN17733atGiRS4ReL/66itZrdZcv8cAd2UxrufuiJtU9tOMsmdpWLhwofr06aPffvstx80P5cqVc5g2JisrS4mJiapSpYpWrlype++9VydOnGB8FFzGiBEj9NFHHyk1NTXPm3luBtkPLUhISHC738BkZmYqJCRE3bp1yzGeGq5t7dq1ateunfbs2ZPnjBc3StOmTdWuXTtNmjTJqXUAxYkrvEXQtGlTZWVl6cSJEw5zOebG09NTVatWlSTNnz9fERERhF04zYULFxxu6jl9+rQ+/fRTtW7d+qYOu+5uyZIlOnnypPr27evsUlBIbdq0UadOnfTWW2/lOhb4RomLi9O+fftyHYcOuDMC7zWkpqY63L2ekJCgbdu2qVKlSqpbt6769Omjvn37auLEiWratKlOnjyplStXqlGjRuratatOnTqlL774Qu3atdPFixc1e/ZsLV68WD/99JMTjwo3u4iICLVr10633nqrkpKSNHPmTKWkpOQ5dy1c2y+//KIdO3Zo3Lhxatq0qdq2bevsknAdvv/+e2eXoM6dOzs8GAQwCwLvNWzatEnt27e3v46OjpYk9evXT7GxsZo9e7Zee+01jRw5UkePHpW/v7/uvPNO3XffffZt5syZo1GjRskwDEVERGj16tUOT3cCbrR7771XX3zxhWbMmCGLxaJmzZpp5syZDtNAwX1MmzZNn332mZo0aaLY2FhnlwMALocxvAAAADA1pgkAAACAqRF4AQAAYGqM4c2FzWbTsWPHVL58eR79CwAA4IIMw9C5c+cUEhJyzWcbEHhzcezYMYWGhjq7DAAAAFzD4cOH7Q+CyQuBNxfly5eXdPkD9PX1dXI1AAAAuFpKSopCQ0PtuS0/BN5cZA9j8PX1JfACAAC4sIIMP+WmNQAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJiaUwPvmjVr1K1bN4WEhMhisWjJkiX59u/fv78sFkuOpUGDBvY+L7/8co719evXL+EjAQAAgKtyauBNS0tT48aNNXXq1AL1f++993T8+HH7cvjwYVWqVEk9evRw6NegQQOHfuvWrSuJ8gEAAOAGSjnzzbt06aIuXboUuL+fn5/8/Pzsr5csWaK///5bAwYMcOhXqlQpBQUFFVudAAAAcF9uPYZ35syZioyMVPXq1R3a9+3bp5CQENWsWVN9+vTRoUOH8t1Penq6UlJSHBYAAACYg9sG3mPHjun777/XE0884dAeHh6u2NhYxcXFadq0aUpISFCbNm107ty5PPc1fvx4+9VjPz8/hYaGlnT5AAAAuEEshmEYzi5CkiwWi77++mt17969QP3Hjx+viRMn6tixY/Ly8sqzX3JysqpXr653331XgwYNyrVPenq60tPT7a9TUlIUGhqqs2fPytfXt1DHAQAAgJKXkpIiPz+/AuU1p47hvV6GYWjWrFl6/PHH8w27klShQgXVrVtX+/fvz7OP1WqV1Wot7jIBAADgAtxySMNPP/2k/fv353nF9kqpqak6cOCAgoODb0BlAAAAcDVODbypqanatm2btm3bJklKSEjQtm3b7DeZxcTEqG/fvjm2mzlzpsLDw3X77bfnWDdq1Cj99NNPOnjwoNavX68HH3xQnp6e6t27d4keCwAAAFyTU4c0bNq0Se3bt7e/jo6OliT169dPsbGxOn78eI4ZFs6ePasvv/xS7733Xq77PHLkiHr37q3Tp0+rSpUqat26tTZs2KAqVaqU3IEAAADAZbnMTWuupDCDoAGgpKRnZum3YylqfEsFeXpYnF2OJMlmM7T9SLJuDfaVd2lPZ5cD4CZWmLzmlmN4AeBmMHz+Vj304Xp98GPeN93eaHPjD+rBD9er36yNzi4FAAqMwAsALmr5b0mSpFk/Jzi5kv+Z98vlYWa/JJxxciUAUHAEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAUGAWi7MrAIDCI/ACgIsjZAJA0RB4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AcDFWZxdAAC4OQIvAAAATI3ACwAAAFMj8AIAAMDUCLwAAAAwNQIvAAAATI3ACwAAAFMj8AIAAMDUCLwAAAAwNQIvAAAATI3ACwAAAFMj8AIACszCg44BuCECLwAAAEyNwAsALs5i4aoqABQFgRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGpODbxr1qxRt27dFBISIovFoiVLluTbf/Xq1bJYLDmWxMREh35Tp05VWFiYvL29FR4ero0bN5bgUQAAAMCVOTXwpqWlqXHjxpo6dWqhttu7d6+OHz9uXwICAuzrFi5cqOjoaI0dO1ZbtmxR48aNFRUVpRMnThR3+QAAAHADpZz55l26dFGXLl0KvV1AQIAqVKiQ67p3331XgwcP1oABAyRJ06dP19KlSzVr1iy9+OKLRSkXAAAAbsgtx/A2adJEwcHB6tixo37++Wd7e0ZGhjZv3qzIyEh7m4eHhyIjIxUfH5/n/tLT05WSkuKwAAAAwBzcKvAGBwdr+vTp+vLLL/Xll18qNDRU7dq105YtWyRJp06dUlZWlgIDAx22CwwMzDHO90rjx4+Xn5+ffQkNDS3R4wAAAMCN49QhDYVVr1491atXz/66VatWOnDggCZNmqRPP/30uvcbExOj6Oho++uUlBRCLwAAgEm4VeDNTcuWLbVu3TpJkr+/vzw9PZWUlOTQJykpSUFBQXnuw2q1ymq1lmidAAAAcA63GtKQm23btik4OFiS5OXlpebNm2vlypX29TabTStXrlRERISzSgQA07BYnF0BABSeU6/wpqamav/+/fbXCQkJ2rZtmypVqqRq1aopJiZGR48e1dy5cyVJkydPVo0aNdSgQQNdvHhRn3zyiX788Uf98MMP9n1ER0erX79+atGihVq2bKnJkycrLS3NPmsDAAAAbi5ODbybNm1S+/bt7a+zx9H269dPsbGxOn78uA4dOmRfn5GRoZEjR+ro0aMqU6aMGjVqpP/+978O++jVq5dOnjypMWPGKDExUU2aNFFcXFyOG9kAAABwc7AYhmE4uwhXk5KSIj8/P509e1a+vr7OLgfATSrsxaWSpMplvbR5dEcnV3NZ58lrtCfxnCTp4JtdnVwNgJtZYfKa24/hBQCzY9wsABQNgRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAJdncXYBAODWCLwAAAAwNQIvAAAATI3ACwAAAFMj8AIAAMDUCLwAAAAwNQIvAAAATI3ACwAAAFMj8AIAAMDUCLwAAAAwNQIvAAAATI3ACwAAAFMj8AIAAMDUCLwAAAAwNQIvALg4i8XZFQCAeyPwAgAAwNQIvAAAADA1Ai8AAABMjcALAAAAUyPwAgAAwNQIvAAAADA1Ai8AoMAszJEGwA0ReAEAAGBqBF4AAACYGoEXAAAApkbgBQAAgKkReAHAxXGbGAAUDYEXAAAApkbgBQAAgKkReAEAAGBqBF4AAACYGoEXAAAApkbgBQAAgKkReAEAAGBqBF4AAACYGoEXAAAApkbgBQAAgKkReAEAAGBqBF4AAACYGoEXAAAApkbgBQAAgKkReAEAAGBqBF4AAACYGoEXAAAApubUwLtmzRp169ZNISEhslgsWrJkSb79v/rqK3Xs2FFVqlSRr6+vIiIitHz5coc+L7/8siwWi8NSv379EjwKAAAAuDKnBt60tDQ1btxYU6dOLVD/NWvWqGPHjlq2bJk2b96s9u3bq1u3btq6datDvwYNGuj48eP2Zd26dSVRPgAAANxAKWe+eZcuXdSlS5cC9588ebLD6zfeeEPffPONvvvuOzVt2tTeXqpUKQUFBRVXmQCA/8/i7AIA4Dq49Rhem82mc+fOqVKlSg7t+/btU0hIiGrWrKk+ffro0KFD+e4nPT1dKSkpDgsAAADMwa0D7zvvvKPU1FT17NnT3hYeHq7Y2FjFxcVp2rRpSkhIUJs2bXTu3Lk89zN+/Hj5+fnZl9DQ0BtRPgAAAG4Atw28n3/+uV555RUtWrRIAQEB9vYuXbqoR48eatSokaKiorRs2TIlJydr0aJFee4rJiZGZ8+etS+HDx++EYcAAACAG8CpY3iv14IFC/TEE09o8eLFioyMzLdvhQoVVLduXe3fvz/PPlarVVartbjLBAAAgAtwuyu88+fP14ABAzR//nx17dr1mv1TU1N14MABBQcH34DqAAAA4GqceoU3NTXV4cprQkKCtm3bpkqVKqlatWqKiYnR0aNHNXfuXEmXhzH069dP7733nsLDw5WYmChJ8vHxkZ+fnyRp1KhR6tatm6pXr65jx45p7Nix8vT0VO/evW/8AQIAAMDpnHqFd9OmTWratKl9SrHo6Gg1bdpUY8aMkSQdP37cYYaFGTNmKDMzU0OHDlVwcLB9efbZZ+19jhw5ot69e6tevXrq2bOnKleurA0bNqhKlSo39uAAoJhYmAsMAIrEqVd427VrJ8Mw8lwfGxvr8Hr16tXX3OeCBQuKWBUAuBYLs98CQJG43RheAAAAoDAIvAAAADA1Ai8AAABMjcALAAAAUyPwAgAAwNQIvAAAADA1Ai8AAABMjcALAAAAUyPwAgAAwNQIvAAAADA1Ai8AAABMjcALAAAAUyPwAgAAwNQIvAAAADA1Ai8AAABMjcALAAAAUyPwAgAAwNQIvACAArNYnF0BABQegRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AcDFMRUYABQNgRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFABdncXYBAODmCLwAAAAwNQIvAAAATI3ACwAAAFMj8AIACszCgGIAbojACwAAAFMj8AIAAMDUCLwAAAAwNQIvAAAATI3ACwAAAFMj8AIAAMDUCLwAAAAwNQIvAAAATI3ACwAuzsLTHgCgSAi8AAAAMDUCLwAAAEyNwAsAAABTI/ACAADA1Ai8AAAAMDUCLwAAAEyNwAsAAABTI/ACAADA1Ai8AAAAMDUCLwAAAEyNwAsAAABTI/ACAADA1Ai8AAAAMDUCLwAAAEyNwAsAAABTI/ACAADA1Ai8AIACs8ji7BIAoNAIvAAAADA1pwbeNWvWqFu3bgoJCZHFYtGSJUuuuc3q1avVrFkzWa1W1a5dW7GxsTn6TJ06VWFhYfL29lZ4eLg2btxY/MUDAADALTg18Kalpalx48aaOnVqgfonJCSoa9euat++vbZt26YRI0boiSee0PLly+19Fi5cqOjoaI0dO1ZbtmxR48aNFRUVpRMnTpTUYQAAAMCFlXLmm3fp0kVdunQpcP/p06erRo0amjhxoiTp1ltv1bp16zRp0iRFRUVJkt59910NHjxYAwYMsG+zdOlSzZo1Sy+++GLxHwQAAABcmluN4Y2Pj1dkZKRDW1RUlOLj4yVJGRkZ2rx5s0MfDw8PRUZG2vvkJj09XSkpKQ4LAAAAzMGtAm9iYqICAwMd2gIDA5WSkqILFy7o1KlTysrKyrVPYmJinvsdP368/Pz87EtoaGiJ1A8AAIAbz60Cb0mJiYnR2bNn7cvhw4edXRIAAACKiVPH8BZWUFCQkpKSHNqSkpLk6+srHx8feXp6ytPTM9c+QUFBee7XarXKarWWSM0AAABwLre6whsREaGVK1c6tK1YsUIRERGSJC8vLzVv3tyhj81m08qVK+19AAAAcHNxauBNTU3Vtm3btG3bNkmXpx3btm2bDh06JOnyUIO+ffva+z/11FP6888/9fzzz2vPnj368MMPtWjRIv3rX/+y94mOjtbHH3+sOXPmaPfu3Xr66aeVlpZmn7UBANyNhYebAUCROHVIw6ZNm9S+fXv76+joaElSv379FBsbq+PHj9vDryTVqFFDS5cu1b/+9S+99957uuWWW/TJJ5/YpySTpF69eunkyZMaM2aMEhMT1aRJE8XFxeW4kQ0AAAA3B4thGIazi3A1KSkp8vPz09mzZ+Xr6+vscgDcpMJeXCpJuqWij9a9cI+Tq7ms25R12nn0rCTp4JtdnVwNgJtZYfKaW43hBQAAAAqLwAsAAABTI/ACAADA1Ai8AAAAMDUCLwAAAEztugJvcnKyPvnkE8XExOjMmTOSpC1btujo0aPFWhwAAABQVIWeh3fHjh2KjIyUn5+fDh48qMGDB6tSpUr66quvdOjQIc2dO7ck6gQAAACuS6Gv8EZHR6t///7at2+fvL297e333nuv1qxZU6zFAQAAAEVV6MD766+/asiQITnaq1atqsTExGIpCgAAACguhQ68VqtVKSkpOdr/+OMPValSpViKAgAAAIpLoQPv/fffr1dffVWXLl2SJFksFh06dEgvvPCCHn744WIvEAAAACiKQgfeiRMnKjU1VQEBAbpw4YLatm2r2rVrq3z58nr99ddLokYAAADguhV6lgY/Pz+tWLFC69at044dO5SamqpmzZopMjKyJOoDALgQi8XZFQBA4RU68GZr3bq1WrduXZy1AAAAAMWuQIH3/fffL/AOhw8fft3FAAAAAMWtQIF30qRJDq9Pnjyp8+fPq0KFCpIuP3mtTJkyCggIIPACgIkZhrMrAIDCK9BNawkJCfbl9ddfV5MmTbR7926dOXNGZ86c0e7du9WsWTONGzeupOsFAAAACqXQszSMHj1aU6ZMUb169ext9erV06RJk/TSSy8Va3EAAABAURU68B4/flyZmZk52rOyspSUlFQsRQEAAADFpdCBt0OHDhoyZIi2bNlib9u8ebOefvpppiYDAACAyyl04J01a5aCgoLUokULWa1WWa1WtWzZUoGBgfrkk09KokYAAADguhV6Ht4qVapo2bJl+uOPP7Rnzx5JUv369VW3bt1iLw4AAAAoqut+8ETdunUJuQAAAHB5hQ68AwcOzHf9rFmzrrsYAEBOPM4XAIqm0IH377//dnh96dIl7dq1S8nJybrnnnuKrTAAAACgOBQ68H799dc52mw2m55++mnVqlWrWIoCAAAAikuhZ2nIdSceHoqOjs7xCGIAAADA2Yol8ErSgQMHcn0gBQAAAOBMhR7SEB0d7fDaMAwdP35cS5cuVb9+/YqtMAAAAKA4FDrwbt261eG1h4eHqlSpookTJ15zBgcAAADgRit04F21alVJ1AEAAACUiEKP4b3nnnuUnJycoz0lJYVpyQAAAOByCh14V69erYyMjBztFy9e1Nq1a4ulKAAAAKC4FHhIw44dO+xf//7770pMTLS/zsrKUlxcnKpWrVq81QEAAABFVODA26RJE1ksFlksllyHLvj4+GjKlCnFWhwAAABQVAUOvAkJCTIMQzVr1tTGjRtVpUoV+zovLy8FBATI09OzRIoEAAAArleBA2/16tUlXX6MMAAAAOAuChR4v/32W3Xp0kWlS5fWt99+m2/f+++/v1gKAwBcZpHF2SXYWVynFAAosAIF3u7duysxMVEBAQHq3r17nv0sFouysrKKqzYAAACgyAoUeK8cxsCQBgAAALiTQs/DCwAAALiTAl3hff/99wu8w+HDh193MQAAAEBxK1DgnTRpUoF2ZrFYCLwAAABwKQUKvAkJCSVdBwAAAFAiijSG1zAMGYZRXLUAAAAAxe66Au/MmTN1++23y9vbW97e3rr99tv1ySefFHdtAAAAQJEV+Elr2caMGaN3331XzzzzjCIiIiRJ8fHx+te//qVDhw7p1VdfLfYiAQAAgOtV6MA7bdo0ffzxx+rdu7e97f7771ejRo30zDPPEHgBAADgUgo9pOHSpUtq0aJFjvbmzZsrMzOzWIoCAAAAikuhA+/jjz+uadOm5WifMWOG+vTpUyxFAQD+x2JxdgUA4N4KPaRBunzT2g8//KA777xTkvTLL7/o0KFD6tu3r6Kjo+393n333eKpEgAAALhOhQ68u3btUrNmzSRJBw4ckCT5+/vL399fu3btsvezcEkCAAAALqDQgXfVqlUlUQcAAABQIor04AkAAADA1RX6Cu/Fixc1ZcoUrVq1SidOnJDNZnNYv2XLlmIrDgAAACiqQgfeQYMG6YcfftAjjzyili1bMlYXAAAALq3Qgfc///mPli1bprvuuqsk6gEAAACKVaHH8FatWlXly5cviVoAAACAYlfowDtx4kS98MIL+uuvv0qiHgAAAKBYFXpIQ4sWLXTx4kXVrFlTZcqUUenSpR3WnzlzptiKAwAAAIqq0IG3d+/eOnr0qN544w0FBgZy0xoAAABcWqED7/r16xUfH6/GjRuXRD0AAABAsSr0GN769evrwoULJVELAAAAUOwKHXjffPNNjRw5UqtXr9bp06eVkpLisAAAzItBbADcUaGHNHTu3FmS1KFDB4d2wzBksViUlZVVPJUBAAAAxaDQgXfVqlV5rtu5c2eRigEAAACKW6EDb9u2bR1enzt3TvPnz9cnn3yizZs3a9iwYcVWHAAAAFBUhR7Dm23NmjXq16+fgoOD9c477+iee+7Rhg0birM2AAAAoMgKdYU3MTFRsbGxmjlzplJSUtSzZ0+lp6dryZIluu2220qqRgAAAOC6FfgKb7du3VSvXj3t2LFDkydP1rFjxzRlypSSrA0AAAAosgIH3u+//16DBg3SK6+8oq5du8rT07PYipg6darCwsLk7e2t8PBwbdy4Mc++7dq1k8ViybF07drV3qd///451mfPLgEAAICbS4ED77p163Tu3Dk1b95c4eHh+uCDD3Tq1KkiF7Bw4UJFR0dr7Nix2rJlixo3bqyoqCidOHEi1/5fffWVjh8/bl927dolT09P9ejRw6Ff586dHfrNnz+/yLUCAADA/RQ48N555536+OOPdfz4cQ0ZMkQLFixQSEiIbDabVqxYoXPnzl1XAe+++64GDx6sAQMG6LbbbtP06dNVpkwZzZo1K9f+lSpVUlBQkH1ZsWKFypQpkyPwWq1Wh34VK1a8rvoAAADg3go9S0PZsmU1cOBArVu3Tjt37tTIkSP15ptvKiAgQPfff3+h9pWRkaHNmzcrMjLyfwV5eCgyMlLx8fEF2sfMmTP16KOPqmzZsg7tq1evVkBAgOrVq6enn35ap0+fznMf6enpPDEOAADApK57WjJJqlevnt566y0dOXLkuoYMnDp1SllZWQoMDHRoDwwMVGJi4jW337hxo3bt2qUnnnjCob1z586aO3euVq5cqQkTJuinn35Sly5d8nwK3Pjx4+Xn52dfQkNDC30sAAAAcE2FfvBEbjw9PdW9e3d17969OHZXYDNnzlTDhg3VsmVLh/ZHH33U/nXDhg3VqFEj1apVS6tXr87xSGRJiomJUXR0tP11SkoKoRcAAMAkinSFt6j8/f3l6emppKQkh/akpCQFBQXlu21aWpoWLFigQYMGXfN9atasKX9/f+3fvz/X9VarVb6+vg4LALgKi7MLAAA359TA6+XlpebNm2vlypX2NpvNppUrVyoiIiLfbRcvXqz09HQ99thj13yfI0eO6PTp0woODi5yzQBwo1ksRF4AKAqnBl5Jio6O1scff6w5c+Zo9+7devrpp5WWlqYBAwZIkvr27auYmJgc282cOVPdu3dX5cqVHdpTU1P13HPPacOGDTp48KBWrlypBx54QLVr11ZUVNQNOSYAAAC4jmIZw1sUvXr10smTJzVmzBglJiaqSZMmiouLs9/IdujQIXl4OObyvXv3at26dfrhhx9y7M/T01M7duzQnDlzlJycrJCQEHXq1Enjxo2T1Wq9IccEAAAA1+H0wCtJw4YN07Bhw3Jdt3r16hxt9erVk2EYufb38fHR8uXLi7M8AAAAuDGnD2kAAAAAShKBFwAAAKZG4AUAAICpEXgBAABgagReAAAAmBqBFwAAAKZG4AUAAICpEXgBAAXHY44BuCECLwAAAEyNwAsAAABTI/ACAADA1Ai8AAAAMDUCLwAAAEyNwAsAAABTI/ACAADA1Ai8AAAAMDUCLwAAAEyNwAsAAABTI/ACAADA1Ai8AAAAMDUCLwAAAEyNwAsALs7i7AIAwM0ReAEAAGBqBF4AAACYGoEXAAAApkbgBQAAgKkReAEAAGBqBF4AAACYGoEXAAAApkbgBQAAgKkReAEAAGBqBF4AAACYGoEXAFBgPOYYgDsi8AIAAMDUCLwAAAAwNQIvAAAATI3ACwCujoGzAFAkBF4AAACYGoEXAAAApkbgBQAAgKkReAEAAGBqBF4AAACYGoEXAAAApkbgBQAAgKkReAEAAGBqBF4AAACYGoEXAAAApkbgBQAAgKkReAHAxVmcXQAAuDkCLwAAAEyNwAsAAABTI/ACAADA1Ai8AAAAMDUCLwAAAEyNwAsAAABTI/ACAADA1Ai8AAAAMDUCLwAAAEyNwAsAKDALj30D4IYIvAAAADA1Ai8AAABMjcALAAAAUyPwAgAAwNQIvAAAADA1Ai8AAABMjcALAAAAUyPwAgAAwNQIvAAAADA1Ai8AAABMjcALAAAAUyPwAgAAwNRcIvBOnTpVYWFh8vb2Vnh4uDZu3Jhn39jYWFksFofF29vboY9hGBozZoyCg4Pl4+OjyMhI7du3r6QPAwAAAC7I6YF34cKFio6O1tixY7VlyxY1btxYUVFROnHiRJ7b+Pr66vjx4/blr7/+clj/1ltv6f3339f06dP1yy+/qGzZsoqKitLFixdL+nAAAADgYpweeN99910NHjxYAwYM0G233abp06erTJkymjVrVp7bWCwWBQUF2ZfAwED7OsMwNHnyZL300kt64IEH1KhRI82dO1fHjh3TkiVLct1fenq6UlJSHBYAAACYg1MDb0ZGhjZv3qzIyEh7m4eHhyIjIxUfH5/ndqmpqapevbpCQ0P1wAMP6LfffrOvS0hIUGJiosM+/fz8FB4enuc+x48fLz8/P/sSGhpaDEcHAMXDYrE4uwQAcGtODbynTp1SVlaWwxVaSQoMDFRiYmKu29SrV0+zZs3SN998o88++0w2m02tWrXSkSNHJMm+XWH2GRMTo7Nnz9qXw4cPF/XQAAAA4CJKObuAwoqIiFBERIT9datWrXTrrbfqo48+0rhx465rn1arVVartbhKBIBixfVdACgap17h9ff3l6enp5KSkhzak5KSFBQUVKB9lC5dWk2bNtX+/fslyb5dUfYJAAAA83Bq4PXy8lLz5s21cuVKe5vNZtPKlSsdruLmJysrSzt37lRwcLAkqUaNGgoKCnLYZ0pKin755ZcC7xMAAADm4fQhDdHR0erXr59atGihli1bavLkyUpLS9OAAQMkSX379lXVqlU1fvx4SdKrr76qO++8U7Vr11ZycrLefvtt/fXXX3riiSckXb65Y8SIEXrttddUp04d1ahRQ6NHj1ZISIi6d+/urMMEAACAkzg98Pbq1UsnT57UmDFjlJiYqCZNmiguLs5+09mhQ4fk4fG/C9F///23Bg8erMTERFWsWFHNmzfX+vXrddttt9n7PP/880pLS9OTTz6p5ORktW7dWnFxcTkeUAEAAADzsxiGYTi7CFeTkpIiPz8/nT17Vr6+vs4uB8BNKuzFpZKkOgHltCK6rZOruezBD3/W1kPJkqSDb3Z1bjEAbmqFyWtOf/AEAAAAUJIIvACAAmOKNADuiMALAAAAUyPwAgAAwNQIvAAAADA1Ai8AAABMjcALAAAAUyPwAgAAwNQIvAAAADA1Ai8AAABMjcALAAAAUyPwAgAAwNQIvAAAADA1Ai8AAABMjcALAAAAUyPwAgAAwNQIvAAAADA1Ai8AAABMjcALAC7OYnF2BQDg3gi8AAAAMDUCLwAAAEyNwAsAAABTI/ACAADA1Ai8AAAAMDUCLwAAAEyNwAsAAABTI/ACAArMwqTAANwQgRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgBwcRYx9y0AFAWBFwAAAKZG4AUAAICpEXgBAABgagReAAAAmBqBFwAAAKZG4AUAAICpEXgBAABgagReAAAAmBqBFwAAAKZG4AUAAICpEXgBwMVZeLIwABQJgRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAFxgxpANwRgRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACmRuAFAACAqRF4AQAAYGoEXgAAAJgagRcAAACm5hKBd+rUqQoLC5O3t7fCw8O1cePGPPt+/PHHatOmjSpWrKiKFSsqMjIyR//+/fvLYrE4LJ07dy7pwwAAAIALcnrgXbhwoaKjozV27Fht2bJFjRs3VlRUlE6cOJFr/9WrV6t3795atWqV4uPjFRoaqk6dOuno0aMO/Tp37qzjx4/bl/nz59+IwwEAAICLcXrgfffddzV48GANGDBAt912m6ZPn64yZcpo1qxZufafN2+e/vnPf6pJkyaqX7++PvnkE9lsNq1cudKhn9VqVVBQkH2pWLHijTgcAAAAuBinBt6MjAxt3rxZkZGR9jYPDw9FRkYqPj6+QPs4f/68Ll26pEqVKjm0r169WgEBAapXr56efvppnT59Os99pKenKyUlxWEBAFdhsVicXQIAuDWnBt5Tp04pKytLgYGBDu2BgYFKTEws0D5eeOEFhYSEOITmzp07a+7cuVq5cqUmTJign376SV26dFFWVlau+xg/frz8/PzsS2ho6PUfFAAAAFxKKWcXUBRvvvmmFixYoNWrV8vb29ve/uijj9q/btiwoRo1aqRatWpp9erV6tChQ479xMTEKDo62v46JSWF0AsAAGASTr3C6+/vL09PTyUlJTm0JyUlKSgoKN9t33nnHb355pv64Ycf1KhRo3z71qxZU/7+/tq/f3+u661Wq3x9fR0WAAAAmINTA6+Xl5eaN2/ucMNZ9g1oEREReW731ltvady4cYqLi1OLFi2u+T5HjhzR6dOnFRwcXCx1A8DNiuHEANyR02dpiI6O1scff6w5c+Zo9+7devrpp5WWlqYBAwZIkvr27auYmBh7/wkTJmj06NGaNWuWwsLClJiYqMTERKWmpkqSUlNT9dxzz2nDhg06ePCgVq5cqQceeEC1a9dWVFSUU44RAAAAzuP0Mby9evXSyZMnNWbMGCUmJqpJkyaKi4uz38h26NAheXj8L5dPmzZNGRkZeuSRRxz2M3bsWL388svy9PTUjh07NGfOHCUnJyskJESdOnXSuHHjZLVab+ixAQAAwPmcHngladiwYRo2bFiu61avXu3w+uDBg/nuy8fHR8uXLy+mygAAAODunD6kAQAAAChJBF4AAACYmksMaQAAXHYhI0sWi+Rd2tPe9tfpND23eLs63Bqov06nqV+rMIf1JSkzy6bY9QcVWqmM/vt7kv5ISnVYn56ZpcwsQ2Wt/HMCwHXxNxQAuIhLWTbdOiZOpTws2vtaF3v7+YwsLd58RIs3H5EkpWVkKbpj3RtS07xfDum1pbvzXN/y9ZU6e+GSfn81SmW8+CcFgGtiSAMAuIhTqemSpEybofMZmXn22344+QZVJP127Gy+689euCRJ2n8iNd9+AOBMBF4AcBGG4ewKAMCcCLwA4IIsbvZIM4vcq14ANxcCLwC4CHe+wOtm+RzATYbACwAuwrhiTAP5EQCKD4EXAFxQfldMuZoKAIVD4AUAF3HlTWv5jYl1xZvbCOEAXBmBFwBckLsFSG5aA+DKCLwA4CJc8cotAJgBgRcAXIThxvM0uNsVaQA3FwIvALgIhzG8bhYg3a1eADcXAi8AuKD8xsS6YrhkDC8AV0bgBQAXceWABlcJtfnPFnHFvMEuUi8A5IbACwAuoqAPnriRN7cVdFwxeReAKyPwAoCLcN9b1gDAtRF4AcBFON605vrXTN35JjsANxcCLwC4jIINaXDNcOmSRQGAJAIvAOA6MQQDgLsg8AKAi3C3J60xSwMAd0HgBQAXUdBpyVwlGDvU67QqAODaCLwAgCJzh5vsANy8CLwA4CIKeuXWVbKlwywNzisDAK6JwAsALqKgD3lwFVfW6yohHAByQ+AFABfhzvPwAoArI/ACAIrMwqAGAC6MwAsALsIVr5jmF2R50hoAd0HgBQAX4YpjeF2xJgAoLAIvALgIV7zCmx/CMAB3QeAFAFwXhjQAcBcEXgBwEe52hfdK7jCrBICbF4EXAHBdeLQwAHdB4AUAF+GKY2Lzn6WBB08AcA8EXgBwEQV+tHDJllFgrhfPASB3BF4AcBEFDZA3Mmjmd9XZ4aY1l4nhAJATgRcAXIThbnetMUsDADdB4AUAF+FmcdcBeReAKyPwAgCuiyveZAcAuSHwAoCLcMWb1vKfpcGhIwC4LAIvALgM97pi6ph3SbwAXBeBFwBQZNy0BsCVEXgBwEW44iQN+U9L5oIFA0AuCLwA4CLcLT4yhBeAuyDwAoCLKPBNay44fsAVawKAbAReAHARmTab/euLl7KcWMn/FHSWBuIuAFdG4AUAF3FlyD2Vmp5nP1cJl1eO7+UCLwBXRuAFABfhdveAuVu9AG5aBF4AcBEFH8NbsnUU1JXlJpxKc1odAHAtBF4AcBGueME0/2nJ/vf10eQLN6AaALg+BF4AcBFXzmvrbrMeeLhZvQBuLgReAHAR7javrcNNa06sAwCuhcALAC6i4E8uu3HxssDTknGFF4ALI/ACgIuwueIg3nw4XJEm7wJwYQReAHAR7jZLQ0bm/x6UwRheAK6MwAsALsLmghPx5jdLQ1p6pv1rD/IuABdG4AUAF+GKgXfl7hN5rrMZPGkNgHsg8AKAC3KVAHk6LSPPdVk2951GDcDNhcALAC7CFa/w5ufKwMsYXgCujMALAC4i63/3gCktPSvPfq4SLZNS0u1fM4YXgCsj8AKAi7jyCu+ZfIYSuMqV4IRTqc4uAQAKhMALAC7iygdPZF55ufcq/83nRrIb6VIWQxoAuAcCLwC4iCsfPJGRT+B1FZeuqJG4C8CVEXgBwEVcOVJhT+I55xVSQFsPJf/vBYkXgAsj8AKAi7jyiumb3+9xYiUFE//naWeXAAAFQuAFABex5dDfzi7hun23/bizSwCAPBF4AcBFNKzq5+wSrtufJ5mxAYDrIvACgIv4bvsxZ5dw3VxkpjQAyJVLBN6pU6cqLCxM3t7eCg8P18aNG/Ptv3jxYtWvX1/e3t5q2LChli1b5rDeMAyNGTNGwcHB8vHxUWRkpPbt21eShwAARbb9yNkC9/10w1/KzLI5TGVWXAzDUGaWTZsOninwNhsL0RcAbjSLURJ/WxbCwoUL1bdvX02fPl3h4eGaPHmyFi9erL179yogICBH//Xr1+vuu+/W+PHjdd999+nzzz/XhAkTtGXLFt1+++2SpAkTJmj8+PGaM2eOatSoodGjR2vnzp36/fff5e3tfc2aUlJS5Ofnp7Nnz8rX17fYj7mwMrNsKuV5/f83yT7F6Zk2eZf2LJaa0jOz5OXpIcsNnHvTMIwivV9Gpk1epZz3f7xLWTaVvuo8Xu8x2WyGPPJ4tFX298uFjCwdO3tBtaqUu65609IzVdZaKtf9n7+UJV/v0nn2T0q5KGspD1Uo43Vd750tI9Om1PRMVSp7eT+GYehSliGvUh65fgZ/JJ3TpSybGoT8b2iAYRjKyLLJWqp4vvfzO2eGYSgx5aKC/XxyXSfJvm1qeqYuZdp0KjVdo77Yoe2Hk4ulPu/SHqoTUF47jzqG55Ed66rhLX7qP/tXh/awymV08PT5YnnvbP+NvluVy1pVupSHyv3/74mrj/9KiWcvKtDXmu/nWlx/12Rm2WSxWOR5xffOgZOpOncxU01CK+T6vhcvZcla6n9/36VcvCQvT48i/32alp6pM2kZuqWijywWS64/cxcvZcnDYsn17668fkYL4tDp8/IrU1p+PqWVZTMcPo8r5fd3TX5yO2dF/besqC5l2VTKw3JD/90qqtz+3bheFy9lybu0Z5F/npx9Hq9UmLzm9MAbHh6uO+64Qx988IEkyWazKTQ0VM8884xefPHFHP179eqltLQ0/ec//7G33XnnnWrSpImmT58uwzAUEhKikSNHatSoUZKks2fPKjAwULGxsXr00UevWdONDrxhLy4t8fcAAAC4EQ6+2fWGvE9h8ppTI3pGRoY2b96syMhIe5uHh4ciIyMVHx+f6zbx8fEO/SUpKirK3j8hIUGJiYkOffz8/BQeHp7nPtPT05WSkuKwAAAAwBycGnhPnTqlrKwsBQYGOrQHBgYqMTEx120SExPz7Z/9Z2H2OX78ePn5+dmX0NDQ6zoeAAAAuJ7rG/xjMjExMYqOjra/TklJuaGh90Zd+gcAALgZOfUKr7+/vzw9PZWUlOTQnpSUpKCgoFy3CQoKyrd/9p+F2afVapWvr6/DAgAAAHNwauD18vJS8+bNtXLlSnubzWbTypUrFRERkes2ERERDv0lacWKFfb+NWrUUFBQkEOflJQU/fLLL3nuEwAAAObl9CEN0dHR6tevn1q0aKGWLVtq8uTJSktL04ABAyRJffv2VdWqVTV+/HhJ0rPPPqu2bdtq4sSJ6tq1qxYsWKBNmzZpxowZki5PeTNixAi99tprqlOnjn1aspCQEHXv3t1ZhwkAAAAncXrg7dWrl06ePKkxY8YoMTFRTZo0UVxcnP2ms0OHDsnD438Xolu1aqXPP/9cL730kv7973+rTp06WrJkiX0OXkl6/vnnlZaWpieffFLJyclq3bq14uLiCjQHLwAAAMzF6fPwuiJXe/AEAAAAHLnNPLwAAABASSPwAgAAwNQIvAAAADA1Ai8AAABMjcALAAAAUyPwAgAAwNQIvAAAADA1Ai8AAABMjcALAAAAUyPwAgAAwNQIvAAAADA1Ai8AAABMjcALAAAAUyPwAgAAwNQIvAAAADA1Ai8AAABMjcALAAAAUyPwAgAAwNQIvAAAADA1Ai8AAABMrZSzC3BFhmFIklJSUpxcCQAAAHKTndOyc1t+CLy5OHfunCQpNDTUyZUAAAAgP+fOnZOfn1++fSxGQWLxTcZms+nYsWMqX768LBaLs8sxhZSUFIWGhurw4cPy9fV1djkoJM6f++Mcuj/OoXvj/BU/wzB07tw5hYSEyMMj/1G6XOHNhYeHh2655RZnl2FKvr6+/KC7Mc6f++Mcuj/OoXvj/BWva13ZzcZNawAAADA1Ai8AAABMjcCLG8JqtWrs2LGyWq3OLgXXgfPn/jiH7o9z6N44f87FTWsAAAAwNa7wAgAAwNQIvAAAADA1Ai8AAABMjcALAAAAUyPwolikp6erSZMmslgs2rZtm8O6HTt2qE2bNvL29lZoaKjeeuutHNsvXrxY9evXl7e3txo2bKhly5Y5rDcMQ2PGjFFwcLB8fHwUGRmpffv2leQhmd7Bgwc1aNAg1ahRQz4+PqpVq5bGjh2rjIwMh36cP3OYOnWqwsLC5O3trfDwcG3cuNHZJd10xo8frzvuuEPly5dXQECAunfvrr179zr0uXjxooYOHarKlSurXLlyevjhh5WUlOTQ59ChQ+ratavKlCmjgIAAPffcc8rMzHTos3r1ajVr1kxWq1W1a9dWbGxsSR/eTenNN9+UxWLRiBEj7G2cQxdlAMVg+PDhRpcuXQxJxtatW+3tZ8+eNQIDA40+ffoYu3btMubPn2/4+PgYH330kb3Pzz//bHh6ehpvvfWW8fvvvxsvvfSSUbp0aWPnzp32Pm+++abh5+dnLFmyxNi+fbtx//33GzVq1DAuXLhwIw/TVL7//nujf//+xvLly40DBw4Y33zzjREQEGCMHDnS3ofzZw4LFiwwvLy8jFmzZhm//fabMXjwYKNChQpGUlKSs0u7qURFRRmzZ882du3aZWzbts249957jWrVqhmpqan2Pk899ZQRGhpqrFy50ti0aZNx5513Gq1atbKvz8zMNG6//XYjMjLS2Lp1q7Fs2TLD39/fiImJsff5888/jTJlyhjR0dHG77//bkyZMsXw9PQ04uLibujxmt3GjRuNsLAwo1GjRsazzz5rb+ccuiYCL4ps2bJlRv369Y3ffvstR+D98MMPjYoVKxrp6en2thdeeMGoV6+e/XXPnj2Nrl27OuwzPDzcGDJkiGEYhmGz2YygoCDj7bfftq9PTk42rFarMX/+/BI6qpvTW2+9ZdSoUcP+mvNnDi1btjSGDh1qf52VlWWEhIQY48ePd2JVOHHihCHJ+OmnnwzDuPxzUbp0aWPx4sX2Prt37zYkGfHx8YZhXP771sPDw0hMTLT3mTZtmuHr62v/OX3++eeNBg0aOLxXr169jKioqJI+pJvGuXPnjDp16hgrVqww2rZtaw+8nEPXxZAGFElSUpIGDx6sTz/9VGXKlMmxPj4+Xnfffbe8vLzsbVFRUdq7d6/+/vtve5/IyEiH7aKiohQfHy9JSkhIUGJiokMfPz8/hYeH2/ugeJw9e1aVKlWyv+b8ub+MjAxt3rzZ4fP38PBQZGQkn7+TnT17VpLsP3ObN2/WpUuXHM5V/fr1Va1aNfu5io+PV8OGDRUYGGjvExUVpZSUFP3222/2Pvn9TKLohg4dqq5du+b4nDmHrovAi+tmGIb69++vp556Si1atMi1T2JiosMPtST768TExHz7XLn+yu1y64Oi279/v6ZMmaIhQ4bY2zh/7u/UqVPKysri83cxNptNI0aM0F133aXbb79d0uWfFS8vL1WoUMGh79U/T9f7M5mSkqILFy6UxOHcVBYsWKAtW7Zo/PjxOdZxDl0XgRc5vPjii7JYLPkue/bs0ZQpU3Tu3DnFxMQ4u2RcoaDn70pHjx5V586d1aNHDw0ePNhJlQM3j6FDh2rXrl1asGCBs0tBIRw+fFjPPvus5s2bJ29vb2eXg0Io5ewC4HpGjhyp/v3759unZs2a+vHHHxUfH5/jueAtWrRQnz59NGfOHAUFBeW4OzX7dVBQkP3P3PpcuT67LTg42KFPkyZNCn18ZlfQ85ft2LFjat++vVq1aqUZM2Y49OP8uT9/f395enrme45wYw0bNkz/+c9/tGbNGt1yyy329qCgIGVkZCg5OdnhCuHVP09Xz7BR0J9JX19f+fj4lMQh3TQ2b96sEydOqFmzZva2rKwsrVmzRh988IGWL1/OOXRVzh5EDPf1119/GTt37rQvy5cvNyQZX3zxhXH48GHDMP5301NGRoZ9u5iYmBw3Pd13330O+46IiMhx09M777xjX3/27FlueioGR44cMerUqWM8+uijRmZmZo71nD9zaNmypTFs2DD766ysLKNq1arctHaD2Ww2Y+jQoUZISIjxxx9/5FiffcPTF198YW/bs2dPrjc8XTnDxkcffWT4+voaFy9eNAzj8g1Pt99+u8O+e/fuzQ1PxSAlJcXh372dO3caLVq0MB577DFj586dnEMXRuBFsUlISMgxS0NycrIRGBhoPP7448auXbuMBQsWGGXKlMkxrVWpUqWMd955x9i9e7cxduzYXKe1qlChgvHNN98YO3bsMB544AGmtSqiI0eOGLVr1zY6dOhgHDlyxDh+/Lh9ycb5M4cFCxYYVqvViI2NNX7//XfjySefNCpUqOBwlzhK3tNPP234+fkZq1evdvh5O3/+vL3PU089ZVSrVs348ccfjU2bNhkRERFGRESEfX32lFadOnUytm3bZsTFxRlVqlTJdUqr5557zti9e7cxdepUprQqQVfO0mAYnENXReBFsckt8BqGYWzfvt1o3bq1YbVajapVqxpvvvlmjm0XLVpk1K1b1/Dy8jIaNGhgLF261GG9zWYzRo8ebQQGBhpWq9Xo0KGDsXfv3pI8HNObPXu2ISnX5UqcP3OYMmWKUa1aNcPLy8to2bKlsWHDBmeXdNPJ6+dt9uzZ9j4XLlww/vnPfxoVK1Y0ypQpYzz44IMO/wk1DMM4ePCg0aVLF8PHx8fw9/c3Ro4caVy6dMmhz6pVq4wmTZoYXl5eRs2aNR3eA8Xr6sDLOXRNFsMwjBs+jgIAAAC4QZilAQAAAKZG4AUAAICpEXgBAABgagReAAAAmBqBFwAAAKZG4AUAAICpEXgBAABgagReAAAAmBqBFwBQrDIyMlS7dm2tX7++WPcbFxenJk2ayGazFet+AZgfgRcA8tG/f39ZLJYcy/79+51dmsuaPn26atSooVatWtnbLBaLlixZkqNv//791b179wLtt3PnzipdurTmzZtXTJUCuFkQeAHgGjp37qzjx487LDVq1MjRLyMjwwnVuRbDMPTBBx9o0KBBJbL//v376/333y+RfQMwLwIvAFyD1WpVUFCQw+Lp6al27dpp2LBhGjFihPz9/RUVFSVJ2rVrl7p06aJy5copMDBQjz/+uE6dOmXfX1pamvr27aty5copODhYEydOVLt27TRixAh7n9yuiFaoUEGxsbH214cPH1bPnj1VoUIFVapUSQ888IAOHjxoX5999fSdd95RcHCwKleurKFDh+rSpUv2Punp6XrhhRcUGhoqq9Wq2rVra+bMmTIMQ7Vr19Y777zjUMO2bdvyvcK9efNmHThwQF27di3kpywdPHgw16vp7dq1s/fp1q2bNm3apAMHDhR6/wBuXgReACiCOXPmyMvLSz///LOmT5+u5ORk3XPPPWratKk2bdqkuLg4JSUlqWfPnvZtnnvuOf3000/65ptv9MMPP2j16tXasmVLod730qVLioqKUvny5bV27Vr9/PPPKleunDp37uxwpXnVqlU6cOCAVq1apTlz5ig2NtYhNPft21fz58/X+++/r927d+ujjz5SuXLlZLFYNHDgQM2ePdvhfWfPnq27775btWvXzrWutWvXqm7duipfvnyhjkeSQkNDHa6ib926VZUrV9bdd99t71OtWjUFBgZq7dq1hd4/gJuYAQDIU79+/QxPT0+jbNmy9uWRRx4xDMMw2rZtazRt2tSh/7hx44xOnTo5tB0+fNiQZOzdu9c4d+6c4eXlZSxatMi+/vTp04aPj4/x7LPP2tskGV9//bXDfvz8/IzZs2cbhmEYn376qVGvXj3DZrPZ16enpxs+Pj7G8uXL7bVXr17dyMzMtPfp0aOH0atXL8MwDGPv3r2GJGPFihW5HvvRo0cNT09P45dffjEMwzAyMjIMf39/IzY2Ns/P69lnnzXuueeeHO2SDG9vb4fPsWzZskapUqWMBx54IEf/CxcuGOHh4cZ9991nZGVlOaxr2rSp8fLLL+dZAwBcrZRz4zYAuL727dtr2rRp9tdly5a1f928eXOHvtu3b9eqVatUrly5HPs5cOCALly4oIyMDIWHh9vbK1WqpHr16hWqpu3bt2v//v05rqRevHjR4df9DRo0kKenp/11cHCwdu7cKeny8ARPT0+1bds21/cICQlR165dNWvWLLVs2VLfffed0tPT1aNHjzzrunDhgry9vXNdN2nSJEVGRjq0vfDCC8rKysrRd+DAgTp37pxWrFghDw/HX0b6+Pjo/PnzedYAAFcj8ALANZQtWzbPX+FfGX4lKTU1Vd26ddOECRNy9A0ODi7w7A4Wi0WGYTi0XTn2NjU1Vc2bN891xoIqVarYvy5dunSO/WZP6+Xj43PNOp544gk9/vjjmjRpkmbPnq1evXqpTJkyefb39/e3B+qrBQUF5fgcy5cvr+TkZIe21157TcuXL9fGjRtzHRpx5swZh2MEgGsh8AJAMWrWrJm+/PJLhYWFqVSpnH/F1qpVS6VLl9Yvv/yiatWqSZL+/vtv/fHHHw5XWqtUqaLjx4/bX+/bt8/hqmazZs20cOFCBQQEyNfX97pqbdiwoWw2m3766accV16z3XvvvSpbtqymTZumuLg4rVmzJt99Nm3aVNOmTZNhGLJYLIWu6csvv9Srr76q77//XrVq1cqxPvsKdtOmTQu9bwA3L25aA4BiNHToUJ05c0a9e/fWr7/+qgMHDmj58uUaMGCAsrKyVK5cOQ0aNEjPPfecfvzxR+3atUv9+/fP8Wv7e+65Rx988IG2bt2qTZs26amnnnK4WtunTx/5+/vrgQce0Nq1a5WQkKDVq1dr+PDhOnLkSIFqDQsLU79+/TRw4EAtWbLEvo9FixbZ+3h6eqp///6KiYlRnTp1FBERke8+27dvr9TUVP3222+F+NQu27Vrl/r27asXXnhBDRo0UGJiohITE3XmzBl7nw0bNshqtV6zDgC4EoEXAIpRSEiIfv75Z2VlZalTp05q2LChRowYoQoVKthD7dtvv602bdqoW7duioyMVOvWrXOMBZ44caJCQ0PVpk0b/eMf/9CoUaMchhKUKVNGa9asUbVq1fTQQw/p1ltv1aBBg3Tx4sVCXfGdNm2aHnnkEf3zn/9U/fr1NXjwYKWlpTn0GTRokDIyMjRgwIBr7q9y5cp68MEHr+vhEJs2bdL58+f12muvKTg42L489NBD9j7z589Xnz598h1WAQBXsxhXDxIDANxw7dq1U5MmTTR58mRnl5LD2rVr1aFDBx0+fFiBgYHX7L9jxw517NhRBw4cyPXmvet16tQp1atXT5s2bcr1wR8AkBeu8AIAcpWenq4jR47o5ZdfVo8ePQoUdiWpUaNGmjBhghISEoq1noMHD+rDDz8k7AIoNG5aAwDkav78+Ro0aJCaNGmiuXPnFmrb/v37F3s9LVq0UIsWLYp9vwDMjyENAAAAMDWGNAAAAMDUCLwAAAAwNQIvAAAATI3ACwAAAFMj8AIAAMDUCLwAAAAwNQIvAAAATI3ACwAAAFP7f/LdOipSlG7WAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(8, 8))\n", + "plt.plot(freqs, fourier_transform)\n", + "plt.title(\"Signal Frequency Prevalence (FFT)\")\n", + "plt.xlabel('Frequency (Hz)')\n", + "plt.ylabel('Amplitude')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Important note: Only plot positive Frequencies (hz) in range of notes (200-500)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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aNWum3bt3F1u+a9euYssaNGig9PR0l2V5eXnFXudWrVopKyur0nr0Crdn+/bt52x7yy23KC4uTvPnz9fp06fl5+fnEj6rSqtWrWQYhlq0aFHsQ0BJhg8frtdee02ZmZlasGCBmjdvrssuu8z5+KpVq3Ts2DF9+umnuvLKK53LC2fZOFct//vf/3TFFVdU6ARM8zrP9fq3atVKP/30k/r3739ef9Pbt2+vTz755HxLrBJJSUkKCwsrtXcc8AaMSa6g++67T4mJifroo4+0detWDRs2TAMHDnS++ebm5iogIMDlOYGBgTp48KB+//13d5QMD7By5coSe7uWLVsm6exDBgYMGKDExERt2bLFuez48eOl9r6VhdVqLVbPokWLnON/q0vjxo3Vt29fvfXWWyV+UCh6qd1rr71W69ev14YNG1weL+l1aNWqVbHxxG+//XaxnuThw4crMTFRX331VbF1pKenq6CgoFzb06hRI1155ZWaPXu29u/f7/KY+fUOCwvToEGD9J///EcffPCBBg4cWC0fUP7yl7/IarXq6aefLlaTYRg6duyYy7IRI0YoNzdX8+bNU0JCgoYPH+7yeGHvbtF15eXl6d///vc5axk+fLjsdrsmTZpU7LGCgoJiH3TK4qabbnIOZzIrrHH48OE6dOiQ3nnnnWJtTp8+rezs7LP+jJiYGJ04caJGXeFw06ZN5zUrCuBJ6EmugP3792vOnDnav3+/c4qrhx9+WAkJCZozZ46ef/55DRgwQP/85z81evRo9evXT3v27NErr7wi6UxvH1cPw/m4//77derUKd14441q37698vLy9N133zl75saMGVPqcx999FH95z//0dVXX63777/fOQVc06ZNdfz48fPqCbvuuuv0zDPPaMyYMbr88su1bds2ffDBB86e0Oo0ffp09erVSx06dNC4cePUsmVLpaamKjExUQcPHnTO3fzoo4/q/fff18CBA/Xggw86p4Br1qyZtm7d6rLOO+64Q3fffbduuukmXX311frpp5/01VdfFQuhjzzyiD7//HNdd911zqnEsrOztW3bNn388cfat29fuYPr66+/rl69eqlr166688471aJFC+3bt09Lly51+aAjnRlyUXjRiZKCYlVo1aqVnn32WcXHx2vfvn0aOnSo6tWrp6SkJC1evFh33nmnHn74YWf7rl27qnXr1vq///s/5ebmFuvtvvzyy9WgQQONGjVKDzzwgCwWi95///0yDYHo06eP7rrrLk2ePFlbtmzRNddcIz8/P+3evVuLFi3Sa6+9VuaL0xR65JFH9PHHH2vYsGEaO3asunXrpuPHj+vzzz/XzJkz1alTJ/3973/XwoULdffdd2vlypW64oorZLfbtXPnTi1cuFBfffVVsRMgixo8eLB8fX31v//9T3feeWe56qsKaWlp2rp1q+699153lwK4FSG5ArZt2ya73V7sK8bc3FznyUrjxo3T3r17dd111yk/P1/BwcF68MEH9dRTT9XaSwXD/V5++WUtWrRIy5Yt09tvv628vDw1bdpU//jHP/TEE0+UeJGRQtHR0Vq5cqUeeOABPf/882rUqJHuvfde1a1bVw888ECxbz7K4l//+peys7P14YcfasGCBeratauWLl2qxx9/vAJbeX4uuugibdy4UU8//bTmzp2rY8eOqXHjxurSpYsmTJjgbBcZGamVK1fq/vvv1wsvvKCGDRvq7rvvVlRUlPPkt0Ljxo1TUlKSZs2apYSEBPXu3VvLly9X//79XdrVqVNHq1ev1vPPP69FixbpvffeU3BwsNq2baunn35aISEh5d6eTp06af369XryySc1Y8YM5eTkqFmzZsV6YCVpyJAhatCggXPe3ury+OOPq23btpo6daqefvppSWd+z6655poS6xgxYoSee+45tW7dWl27dnV5rGHDhvrvf/+rhx56SE888YQaNGigv/3tb+rfv3+p48yLmjlzprp166a33npL//rXv+Tr66vmzZvrb3/7m6644opyb1tQUJDWrl2riRMnavHixZo3b54aN26s/v3764ILLpAk+fj4aMmSJZo6daree+89LV68WHXq1FHLli314IMPnnMYSnh4uK699lotXLiwRoTkTz/9VDabrcTfMcCbWIzzOUPESxVe1apwdosFCxbotttu088//1zsBJCgoCCXKXrsdrtSUlLUqFEjrVixQtdee63S0tIY74UaY/z48XrrrbeUlZVV6glN3qDwQhRJSUm17puegoICRUVFaciQIcXGh6NmW7t2rfr27audO3eWOlNIdenSpYv69u2rqVOnurUOwN3oSa6ALl26yG63Ky0tzWWuzZJYrVY1adJEkjR//nzFxMQQkOE2p0+fdjmx6dixY3r//ffVq1cvrw7Itd2SJUt05MgRjRw50t2loJx69+6ta665Ri+++GKJY5urS0JCgnbv3l3iuHrA2xCSzyErK8vlrP+kpCRt2bJFoaGhatu2rW677TaNHDlSr7zyirp06aIjR45oxYoV6tixowYPHqyjR4/q448/Vt++fZWTk6M5c+Zo0aJFWr16tRu3Ct4uJiZGffv21YUXXqjU1FTNmjVLmZmZpc4tjJrt+++/19atWzVp0iR16dJFffr0cXdJOA9ffvmlu0vQwIEDXS72AngzQvI5bNy4Uf369XPej4uLkySNGjVKc+fO1Zw5c/Tss8/qoYce0qFDhxQWFqbLLrtM1113nfM58+bN08MPPyzDMBQTE6NVq1a5XOULqG7XXnutPv74Y7399tuyWCzq2rWrZs2a5TLlFmqPGTNm6D//+Y86d+6suXPnurscAPAIjEkGAAAATJheAQAAADAhJAMAAAAmjEkugcPh0OHDh1WvXj0uGw0AAFADGYahkydPKioqqkquPUFILsHhw4cVHR3t7jIAAABwDgcOHHBe3KcyEZJLUK9ePUlnXvTg4GA3VwMAAACzzMxMRUdHO3NbZSMkl6BwiEVwcDAhGQAAoAarqqGxnLgHAAAAmBCSAQAAABNCMgAAAGBCSAYAAABMCMkAAACACSEZAAAAMCEkAwAAACaEZAAAAMCEkAwAAACYEJIBAAAAE0IyAAAAYEJIBgAAAEwIyQAAAICJW0PymjVrNGTIEEVFRclisWjJkiVnbT969GhZLJZit4svvtjZ5qmnnir2ePv27at4SwAAAOBJ3BqSs7Oz1alTJ02fPr1M7V977TUlJyc7bwcOHFBoaKiGDRvm0u7iiy92abdu3bqqKB8AAAAeytedP3zQoEEaNGhQmduHhIQoJCTEeX/JkiU6ceKExowZ49LO19dXERERlVYnAAAAvEutHpM8a9YsxcbGqlmzZi7Ld+/eraioKLVs2VK33Xab9u/ff9b15ObmKjMz0+UGAAAA71VrQ/Lhw4f15Zdf6o477nBZ3rNnT82dO1cJCQmaMWOGkpKS1Lt3b508ebLUdU2ePNnZSx0SEqLo6OiqLh8AAAA1mMUwDMPdRUiSxWLR4sWLNXTo0DK1nzx5sl555RUdPnxY/v7+pbZLT09Xs2bN9Oqrr+r2228vsU1ubq5yc3Od9zMzMxUdHa2MjAwFBweXazsAAABQ9TIzMxUSElJlec2tY5LPl2EYmj17tv7+97+fNSBLUv369dW2bVvt2bOn1DY2m002m62yywQAAEAtVSuHW6xevVp79uwptWe4qKysLO3du1eRkZHVUBkAAAA8gVtDclZWlrZs2aItW7ZIkpKSkrRlyxbniXbx8fEaOXJksefNmjVLPXv21CWXXFLssYcfflirV6/Wvn379N133+nGG2+U1WrVrbfeWqXbAgAAAM/h1uEWGzduVL9+/Zz34+LiJEmjRo3S3LlzlZycXGxmioyMDH3yySd67bXXSlznwYMHdeutt+rYsWNq1KiRevXqpfXr16tRo0ZVtyEAAADwKDXmxL2apKoHggPwHIZhaPuhTDUPq6N6AX7uLgcAvEZV57VaOSYZAGqKVbuOaMib6zRw2lp3lwIAqESEZACogKXbkiVJh9JPu7kSAEBlIiQDAAAAJoRkAAAAwISQDAAAAJgQkgEAAAATQjIAAABgQkgGAAAATAjJAFABFncXAACoEoRkAAAAwISQDAAAAJgQkgGgAgx3FwAAqBKEZAAAAMCEkAwAAACYEJIBoAKY3QIAPBMhGQAAADAhJAMAAAAmhGQAAADAhJAMAAAAmBCSAQAAABNCMgAAAGBCSAaACrAwBxwAeCRCMgBUgMF1qQHAIxGSAQAAABNCMgAAAGBCSAYAAABMCMkAAACACSEZACqA2S0AwDMRkgEAAAATQjIAAABgQkgGAAAATAjJAAAAgAkhGQAAADAhJAMAAAAmhGQAAADAhJAMAAAAmBCSAQAAABNCMgAAAGBCSAYAAABMCMkAAACACSEZACrAIou7SwAAVAFCMgAAAGBCSAYAAABMCMkAAACACSEZACrAkOHuEgAAVYCQDAAAAJgQkgEAAAATQjIAVABTwAGAZyIkAwAAACaEZAAAAMCEkAwAAACYEJIBAAAAE0IyAAAAYEJIBoAKsDC5BQB4JEIyAAAAYEJIBoAKMLgqNQB4JEIyAAAAYEJIBgAAAEwIyQAAAIAJIRkAAAAwISQDQAUwBRwAeCZCMgAAAGBCSAYAAABMCMkAAACACSEZAAAAMCEkAwAAACaEZAAAAMCEkAwAAACYEJIBAAAAE0IyAAAAYOLWkLxmzRoNGTJEUVFRslgsWrJkyVnbr1q1ShaLpdgtJSXFpd306dPVvHlzBQQEqGfPntqwYUMVbgUAAAA8jVtDcnZ2tjp16qTp06eX63m7du1ScnKy89a4cWPnYwsWLFBcXJwmTpyozZs3q1OnThowYIDS0tIqu3wAAAB4KF93/vBBgwZp0KBB5X5e48aNVb9+/RIfe/XVVzVu3DiNGTNGkjRz5kwtXbpUs2fP1uOPP16RcgEAAOAlauWY5M6dOysyMlJXX321vv32W+fyvLw8bdq0SbGxsc5lPj4+io2NVWJiYqnry83NVWZmpssNAMrCYnF3BQCAqlCrQnJkZKRmzpypTz75RJ988omio6PVt29fbd68WZJ09OhR2e12hYeHuzwvPDy82LjloiZPnqyQkBDnLTo6ukq3AwAAADWbW4dblFe7du3Url075/3LL79ce/fu1dSpU/X++++f93rj4+MVFxfnvJ+ZmUlQBgAA8GK1KiSXpEePHlq3bp0kKSwsTFarVampqS5tUlNTFRERUeo6bDabbDZbldYJAACA2qNWDbcoyZYtWxQZGSlJ8vf3V7du3bRixQrn4w6HQytWrFBMTIy7SgTgwQzD3RUAAKqCW3uSs7KytGfPHuf9pKQkbdmyRaGhoWratKni4+N16NAhvffee5KkadOmqUWLFrr44ouVk5Ojd999V998842+/vpr5zri4uI0atQode/eXT169NC0adOUnZ3tnO0CAAAAOBe3huSNGzeqX79+zvuF44JHjRqluXPnKjk5Wfv373c+npeXp4ceekiHDh1SnTp11LFjR/3vf/9zWceIESN05MgRTZgwQSkpKercubMSEhKKncwHAAAAlMZiGHxZaJaZmamQkBBlZGQoODjY3eUAqMHiP92q+RsOSJL2vTDYzdUAgPeo6rxW68ckAwAAAJWNkAwAAACYEJIBAAAAE0IyAAAAYEJIBgAAAEwIyQBQIRZ3FwAAqAKEZAAAAMCEkAwAFcJU8wDgiQjJAAAAgAkhGQAAADAhJAMAAAAmhGQAAADAhJAMABXCFHAA4IkIyQAAAIAJIRkAAAAwISQDAAAAJoRkAAAAwISQDAAAAJgQkgEAAAATQjIAAABgQkgGAAAATAjJAAAAgAkhGQAAADAhJAMAAAAmhGQAAADAhJAMABVgsbi7AgBAVSAkAwAAACaEZAAAAMCEkAwAAACYEJIBoAIMw90VAACqAiEZAAAAMCEkA0AFMLsFAHgmQjIAAABgQkgGAAAATAjJAAAAgAkhGQAAADAhJAMAAAAmhGQAAADAhJAMABXADHAA4JkIyQAAAIAJIRkAKoCrUgOAZyIkAwAAACaEZAAAAMCEkAwAAACYEJIBoAKY3QIAPBMhGQAAADAhJAMAAAAmhGQAAADAhJAMAAAAmBCSAQAAABNCMgAAAGBCSAYAAABMCMkAAACACSEZAAAAMCEkAwAAACaEZAAAAMCEkAwAAACYEJIBoAIsFndXAACoCoRkAAAAwISQDAAAAJgQkgEAAAATQjIAAABgQkgGgAowDHdXAACoCoRkAAAAwISQDAAVwBRwAOCZCMkAAACACSEZAAAAMCEkAwAAACaEZAAAAMCEkAwAAACYuDUkr1mzRkOGDFFUVJQsFouWLFly1vaffvqprr76ajVq1EjBwcGKiYnRV1995dLmqaeeksVicbm1b9++CrcCgDeziOktAMATuTUkZ2dnq1OnTpo+fXqZ2q9Zs0ZXX321li1bpk2bNqlfv34aMmSIfvzxR5d2F198sZKTk523devWVUX5AAAA8FC+7vzhgwYN0qBBg8rcftq0aS73n3/+eX322Wf64osv1KVLF+dyX19fRUREVFaZAAAA8DK1ekyyw+HQyZMnFRoa6rJ89+7dioqKUsuWLXXbbbdp//79Z11Pbm6uMjMzXW4AUBaGuC41AHiiWh2SX375ZWVlZWn48OHOZT179tTcuXOVkJCgGTNmKCkpSb1799bJkydLXc/kyZMVEhLivEVHR1dH+QAAAKiham1I/vDDD/X0009r4cKFaty4sXP5oEGDNGzYMHXs2FEDBgzQsmXLlJ6eroULF5a6rvj4eGVkZDhvBw4cqI5NAAAAQA3l1jHJ5+ujjz7SHXfcoUWLFik2NvasbevXr6+2bdtqz549pbax2Wyy2WyVXSYAAABqqVrXkzx//nyNGTNG8+fP1+DBg8/ZPisrS3v37lVkZGQ1VAfA2zAFHAB4Jrf2JGdlZbn08CYlJWnLli0KDQ1V06ZNFR8fr0OHDum9996TdGaIxahRo/Taa6+pZ8+eSklJkSQFBgYqJCREkvTwww9ryJAhatasmQ4fPqyJEyfKarXq1ltvrf4NBAAAQK3k1p7kjRs3qkuXLs7p2+Li4tSlSxdNmDBBkpScnOwyM8Xbb7+tgoIC3XvvvYqMjHTeHnzwQWebgwcP6tZbb1W7du00fPhwNWzYUOvXr1ejRo2qd+MAAABQa7m1J7lv374yjNKnT5o7d67L/VWrVp1znR999FEFqwIAAIC3q3VjkgEAAICqRkgGAAAATAjJAAAAgAkhGQAAADAhJAMAAAAmhGQAAADAhJAMAAAAmBCSAQAAABNCMgAAAGBCSAaACrBY3F0BAKAqEJIBAAAAE0IyAAAAYEJIBgAAAEwIyQBQAYbh7goAAFWBkAwAAACYEJIBoAKY3QIAPBMhGQAAADAhJAMAAAAmhGQAAADAhJAMAAAAmBCSAQAAABNCMgAAAGBCSAaACmAGOADwTIRkAAAAwISQDAAVwFWpAcAzEZIBAAAAE0IyAAAAYEJIBgAAAEwIyQBQAcxuAQCeiZAMAAAAmBCSAQAAABNCMgAAAGBCSAYAAABMCMkAAACACSEZAAAAMCEkAwAAACaEZAAAAMCEkAwAAACYEJIBAAAAE0IyAAAAYEJIBgAAAEwIyQBQARaLxd0lAACqACEZAAAAMCEkAwAAACaEZAAAAMCEkAwAAACYEJIBoAIMw3B3CQCAKkBIBgAAAEwIyQBQAUwBBwCeiZAMAAAAmBCSAQAAABNCMgAAAGBCSAYAAABMCMkAAACACSEZAAAAMCEkAwAAACaEZAAAAMCEkAwAAACYEJIBAAAAE0IyAAAAYEJIBgAAAEwIyQAAAIAJIRkAAAAwISQDAAAAJoRkAAAAwISQDAAAAJgQkgEAAAATQjIAAABgQkgGAAAATAjJAAAAgIlbQ/KaNWs0ZMgQRUVFyWKxaMmSJed8zqpVq9S1a1fZbDa1bt1ac+fOLdZm+vTpat68uQICAtSzZ09t2LCh8osHAACAx3JrSM7OzlanTp00ffr0MrVPSkrS4MGD1a9fP23ZskXjx4/XHXfcoa+++srZZsGCBYqLi9PEiRO1efNmderUSQMGDFBaWlpVbQYAAAA8jMUwDMPdRUiSxWLR4sWLNXTo0FLbPPbYY1q6dKm2b9/uXHbLLbcoPT1dCQkJkqSePXvq0ksv1ZtvvilJcjgcio6O1v3336/HH3+8TLVkZmYqJCREGRkZCg4OPv+NAuDxnvr8Z839bp8kad8Lg91bDAB4karOa7VqTHJiYqJiY2Ndlg0YMECJiYmSpLy8PG3atMmljY+Pj2JjY51tSpKbm6vMzEyXGwAAALxXrQrJKSkpCg8Pd1kWHh6uzMxMnT59WkePHpXdbi+xTUpKSqnrnTx5skJCQpy36OjoKqkfgOexWNxdAQCgKtSqkFxV4uPjlZGR4bwdOHDA3SUBAADAjXzdXUB5REREKDU11WVZamqqgoODFRgYKKvVKqvVWmKbiIiIUtdrs9lks9mqpGYAAADUPrWqJzkmJkYrVqxwWbZ8+XLFxMRIkvz9/dWtWzeXNg6HQytWrHC2AQAAAM7FrSE5KytLW7Zs0ZYtWySdmeJty5Yt2r9/v6QzwyBGjhzpbH/33Xfrt99+06OPPqqdO3fq3//+txYuXKh//vOfzjZxcXF65513NG/ePO3YsUP33HOPsrOzNWbMmGrdNgAAANRebh1usXHjRvXr1895Py4uTpI0atQozZ07V8nJyc7ALEktWrTQ0qVL9c9//lOvvfaaLrjgAr377rsaMGCAs82IESN05MgRTZgwQSkpKercubMSEhKKncwHAJWhZkyiCQCobDVmnuSahHmSAZQV8yQDgHswTzIA1GBMAQcAnomQDAAAAJgQkgEAAAATQjIAAABgQkgGAAAATM4rJKenp+vdd99VfHy8jh8/LknavHmzDh06VKnFAQAAAO5Q7nmSt27dqtjYWIWEhGjfvn0aN26cQkND9emnn2r//v167733qqJOAKiRLGJ6CwDwROXuSY6Li9Po0aO1e/duBQQEOJdfe+21WrNmTaUWBwAAALhDuUPyDz/8oLvuuqvY8iZNmiglJaVSigIAAADcqdwh2WazKTMzs9jyX3/9VY0aNaqUogCgtjDERUsBwBOVOyRff/31euaZZ5Sfny9Jslgs2r9/vx577DHddNNNlV4gAAAAUN3KHZJfeeUVZWVlqXHjxjp9+rT69Omj1q1bq169enruueeqokYAAACgWpV7douQkBAtX75c69at09atW5WVlaWuXbsqNja2KuoDAAAAql25Q3KhXr16qVevXpVZCwDUOkwBBwCeqUwh+fXXXy/zCh944IHzLgYAAACoCcoUkqdOnepy/8iRIzp16pTq168v6cwV+OrUqaPGjRsTkgEAAFDrlenEvaSkJOftueeeU+fOnbVjxw4dP35cx48f144dO9S1a1dNmjSpqusFAAAAqly5Z7d48skn9cYbb6hdu3bOZe3atdPUqVP1xBNPVGpxAAAAgDuUOyQnJyeroKCg2HK73a7U1NRKKQoAAABwp3KH5P79++uuu+7S5s2bncs2bdqke+65h2ngAHgdC5NbAIBHKndInj17tiIiItS9e3fZbDbZbDb16NFD4eHhevfdd6uiRgCosQyuSg0AHqnc8yQ3atRIy5Yt06+//qqdO3dKktq3b6+2bdtWenEAAACAO5z3xUTatm1LMAYAAIBHKndIHjt27Fkfnz179nkXAwAAANQE5Q7JJ06ccLmfn5+v7du3Kz09XVdddVWlFQYAAAC4S7lD8uLFi4stczgcuueee9SqVatKKQoAAABwp3LPblHiSnx8FBcXV+zy1QDg6ZgCDgA8U6WEZEnau3dviRcZAQAAAGqbcg+3iIuLc7lvGIaSk5O1dOlSjRo1qtIKAwAAANyl3CH5xx9/dLnv4+OjRo0a6ZVXXjnnzBcAAABAbVDukLxy5cqqqAMAAACoMco9Jvmqq65Senp6seWZmZlMAQcAAACPUO6QvGrVKuXl5RVbnpOTo7Vr11ZKUQAAAIA7lXm4xdatW53//+WXX5SSkuK8b7fblZCQoCZNmlRudQAAAIAblDkkd+7cWRaLRRaLpcRhFYGBgXrjjTcqtTgAAADAHcockpOSkmQYhlq2bKkNGzaoUaNGzsf8/f3VuHFjWa3WKikSAAAAqE5lDsnNmjWTdOYS1AAAAIAnK1NI/vzzzzVo0CD5+fnp888/P2vb66+/vlIKAwAAANylTCF56NChSklJUePGjTV06NBS21ksFtnt9sqqDQAAAHCLMoXkokMsGG4BAH+yuLsAAECVKPc8yQAAAICnK1NP8uuvv17mFT7wwAPnXQwAAABQE5QpJE+dOrVMK7NYLIRkAF7FcHcBAIAqUaaQnJSUVNV1AAAAADVGhcYkG4Yhw6AfBQAAAJ7lvELyrFmzdMkllyggIEABAQG65JJL9O6771Z2bQBQ4zG7BQB4pjJfca/QhAkT9Oqrr+r+++9XTEyMJCkxMVH//Oc/tX//fj3zzDOVXiQAAABQncodkmfMmKF33nlHt956q3PZ9ddfr44dO+r+++8nJAMAAKDWK/dwi/z8fHXv3r3Y8m7duqmgoKBSigIAAADcqdwh+e9//7tmzJhRbPnbb7+t2267rVKKAgAAANyp3MMtpDMn7n399de67LLLJEnff/+99u/fr5EjRyouLs7Z7tVXX62cKgEAAIBqVO6QvH37dnXt2lWStHfvXklSWFiYwsLCtH37dmc7i4VzvgEAAFA7lTskr1y5sirqAIBaif4AAPBMFbqYCAB4O66nBACeqdw9yTk5OXrjjTe0cuVKpaWlyeFwuDy+efPmSisOAAAAcIdyh+Tbb79dX3/9tW6++Wb16NGDsccAAADwOOUOyf/973+1bNkyXXHFFVVRDwAAAOB25R6T3KRJE9WrV68qagEAAABqhHKH5FdeeUWPPfaYfv/996qoBwBqFUacAYBnKvdwi+7duysnJ0ctW7ZUnTp15Ofn5/L48ePHK604AAAAwB3KHZJvvfVWHTp0SM8//7zCw8M5cQ8AAAAep9wh+bvvvlNiYqI6depUFfUAAAAAblfuMcnt27fX6dOnq6IWAAAAoEYod0h+4YUX9NBDD2nVqlU6duyYMjMzXW4AAABAbVfu4RYDBw6UJPXv399luWEYslgsstvtlVMZAAAA4CblDskrV64s9bFt27ZVqBgAAACgJih3SO7Tp4/L/ZMnT2r+/Pl69913tWnTJt13332VVhwAAADgDuUek1xozZo1GjVqlCIjI/Xyyy/rqquu0vr16yuzNgAAAMAtytWTnJKSorlz52rWrFnKzMzU8OHDlZubqyVLluiiiy6qqhoBAACAalXmnuQhQ4aoXbt22rp1q6ZNm6bDhw/rjTfeqMraAAAAALcoc0j+8ssvdfvtt+vpp5/W4MGDZbVaK62I6dOnq3nz5goICFDPnj21YcOGUtv27dtXFoul2G3w4MHONqNHjy72eOGsHAAAAMC5lDkkr1u3TidPnlS3bt3Us2dPvfnmmzp69GiFC1iwYIHi4uI0ceJEbd68WZ06ddKAAQOUlpZWYvtPP/1UycnJztv27dtltVo1bNgwl3YDBw50aTd//vwK1woAZhaLxd0lAACqQJlD8mWXXaZ33nlHycnJuuuuu/TRRx8pKipKDodDy5cv18mTJ8+rgFdffVXjxo3TmDFjdNFFF2nmzJmqU6eOZs+eXWL70NBQRUREOG/Lly9XnTp1ioVkm83m0q5BgwbnVR8AAAC8T7lnt6hbt67Gjh2rdevWadu2bXrooYf0wgsvqHHjxrr++uvLta68vDxt2rRJsbGxfxbk46PY2FglJiaWaR2zZs3SLbfcorp167osX7VqlRo3bqx27drpnnvu0bFjx0pdR25uLlcOBAAAgNN5TwEnSe3atdOLL76ogwcPntdwhqNHj8putys8PNxleXh4uFJSUs75/A0bNmj79u264447XJYPHDhQ7733nlasWKEpU6Zo9erVGjRoUKlXA5w8ebJCQkKct+jo6HJvCwAAADxHuS8mUhKr1aqhQ4dq6NChlbG6Mps1a5Y6dOigHj16uCy/5ZZbnP/v0KGDOnbsqFatWmnVqlXFLqctSfHx8YqLi3Pez8zMJCgDKBPDMNxdAgCgClSoJ7miwsLCZLValZqa6rI8NTVVERERZ31udna2PvroI91+++3n/DktW7ZUWFiY9uzZU+LjNptNwcHBLjcAAAB4L7eGZH9/f3Xr1k0rVqxwLnM4HFqxYoViYmLO+txFixYpNzdXf/vb3875cw4ePKhjx44pMjKywjUDAADA87k1JEtSXFyc3nnnHc2bN087duzQPffco+zsbI0ZM0aSNHLkSMXHxxd73qxZszR06FA1bNjQZXlWVpYeeeQRrV+/Xvv27dOKFSt0ww03qHXr1howYEC1bBMA78EUcADgmSplTHJFjBgxQkeOHNGECROUkpKizp07KyEhwXky3/79++Xj45rld+3apXXr1unrr78utj6r1aqtW7dq3rx5Sk9PV1RUlK655hpNmjRJNputWrYJAAAAtZvF4KyTYjIzMxUSEqKMjAzGJwM4q+eX7dDba36TJO17YfA5WgMAKktV5zW3D7cAAAAAahpCMgAAAGBCSAYAAABMCMkAUAHMbQEAnomQDAAAAJgQkgGgApgeCAA8EyEZAAAAMCEkAwAAACaEZAAAAMCEkAwAAACYEJIBoAKYAg4APBMhGQAAADAhJAMAAAAmhGQAAADAhJAMAAAAmBCSAQAAABNCMgAAAGBCSAYAAABMCMkAAACACSEZAAAAMCEkAwAAACaEZAAAAMCEkAwAAACYEJIBoCIs7i4AAFAVCMkAAACACSEZAAAAMCEkAwAAACaEZACoCMPdBQAAqgIhGQAAADAhJAMAAAAmhGQAqAimgAMAj0RIBgAAAEwIyQAAAIAJIRkAAAAwISQDAAAAJoRkAAAAwISQDAAVYGF6CwDwSIRkAAAAwISQDAAVYHBdagDwSIRkAAAAwISQDAAAAJgQkgEAAAATQjIAAABgQkgGgApgCjgA8EyEZAAAAMCEkAwAAACYEJIBAAAAE0IyAAAAYEJIBgAAAEwIyQAAAIAJIRkAAAAwISQDQAUYMtxdAgCgChCSAQAAABNCMgBUBB3JAOCRCMkAAACACSEZAAAAMCEkAwAAACaEZACoAIYkA4BnIiQDAAAAJoRkAKgAw6AvGQA8ESEZAAAAMCEkA0AloVcZADwHIRkAAAAwISQDQAXQeQwAnomQDAAAAJgQkgEAAAATQjIAVACjLQDAMxGSAQAAABNCMgBUEk7iAwDPQUgGAAAATAjJAFAB9B4DgGeqESF5+vTpat68uQICAtSzZ09t2LCh1LZz586VxWJxuQUEBLi0MQxDEyZMUGRkpAIDAxUbG6vdu3dX9WYAAADAQ7g9JC9YsEBxcXGaOHGiNm/erE6dOmnAgAFKS0sr9TnBwcFKTk523n7//XeXx1988UW9/vrrmjlzpr7//nvVrVtXAwYMUE5OTlVvDgAvYzC/BQB4JLeH5FdffVXjxo3TmDFjdNFFF2nmzJmqU6eOZs+eXepzLBaLIiIinLfw8HDnY4ZhaNq0aXriiSd0ww03qGPHjnrvvfd0+PBhLVmypMT15ebmKjMz0+UGAAAA7+XWkJyXl6dNmzYpNjbWuczHx0exsbFKTEws9XlZWVlq1qyZoqOjdcMNN+jnn392PpaUlKSUlBSXdYaEhKhnz56lrnPy5MkKCQlx3qKjoyth6wB4G/qUAcBzuDUkHz16VHa73aUnWJLCw8OVkpJS4nPatWun2bNn67PPPtN//vMfORwOXX755Tp48KAkOZ9XnnXGx8crIyPDeTtw4EBFNw0AAAC1mK+7CyivmJgYxcTEOO9ffvnluvDCC/XWW29p0qRJ57VOm80mm81WWSUC8CLMbgEAnsmtPclhYWGyWq1KTU11WZ6amqqIiIgyrcPPz09dunTRnj17JMn5vIqsEwAAAN7NrSHZ399f3bp104oVK5zLHA6HVqxY4dJbfDZ2u13btm1TZGSkJKlFixaKiIhwWWdmZqa+//77Mq8TAAAA3s3twy3i4uI0atQode/eXT169NC0adOUnZ2tMWPGSJJGjhypJk2aaPLkyZKkZ555Rpdddplat26t9PR0vfTSS/r99991xx13SDoz88X48eP17LPPqk2bNmrRooWefPJJRUVFaejQoe7aTAAAANQibg/JI0aM0JEjRzRhwgSlpKSoc+fOSkhIcJ54t3//fvn4/NnhfeLECY0bN04pKSlq0KCBunXrpu+++04XXXSRs82jjz6q7Oxs3XnnnUpPT1evXr2UkJBQ7KIjAFBRBoOSAcAjWQz+wheTmZmpkJAQZWRkKDg42N3lAKjBJn62XfMSz1zQaM9zg+Rrdfv08wDgFao6r/HXHAAqwGKxuLsEAEAVICQDQAXwZRwAeCZCMgAAAGBCSAaACqAfGQA8EyEZAAAAMCEkA0AloVcZADwHIRkAAAAwISQDQAUwuQUAeCZCMgAAAGBCSAaACjAYiQwAHomQDAAAAJgQkgGgAhiTDACeiZAMAJWEwAwAnoOQDAAAAJgQkgEAAAATQjIAVAAjLADAMxGSAQAAABNCMgAAAGBCSAaASsKFRQDAcxCSAQAAABNCMgBUAHMjA4BnIiQDAAAAJoRkAKgQupIBwBMRkgEAAAATQjIAVABjkgHAMxGSAaCSEJgBwHMQkgEAAAATQjIAAABgQkgGgApgiAUAeCZCMgAAAGBCSAaACjCYJxkAPBIhGQAAADAhJAMAAAAmhGQAAADAhJAMAAAAmBCSAaACmAIOADwTIRkAAAAwISQDQAXQkQwAnomQDACVhKEXAOA5CMkAUAGWIv/nwiIA4DkIyQAAAIAJIRkAKgnDLQDAcxCSAQAAABNCMgBUEjqSAcBzEJIBoJIYjLcAAI9BSAYAAABMCMkAUEnoRwYAz0FIBoAKsBSZKJnRFgDgOQjJAAAAgAkhGQAqCz3JAOAxCMkAUEm4LDUAeA5CMgBUgEWWczcCANQ6hGQAqCScuAcAnoOQDACVhIwMAJ6DkAwAAACYEJIBoJJwWWoA8ByEZAAAAMCEkAwAlYR+ZADwHIRkAKiAonMjM9oCADwHIRkAAAAwISQDQAUU7T3minsA4DkIyQBQWcjIAOAxCMkAUAHkYgDwTIRkAKgkBGYA8ByEZACoAJcxyaRkAPAYhGQAAADAhJAMABXgMk8yAy4AwGMQkgEAAAATQjIAVBLGJAOA5yAkA0BFGCX+FwBQy9WIkDx9+nQ1b95cAQEB6tmzpzZs2FBq23feeUe9e/dWgwYN1KBBA8XGxhZrP3r0aFksFpfbwIEDq3ozAAAA4CHcHpIXLFiguLg4TZw4UZs3b1anTp00YMAApaWlldh+1apVuvXWW7Vy5UolJiYqOjpa11xzjQ4dOuTSbuDAgUpOTnbe5s+fXx2bA8DLFO09NhhvAQAew+0h+dVXX9W4ceM0ZswYXXTRRZo5c6bq1Kmj2bNnl9j+gw8+0D/+8Q917txZ7du317vvviuHw6EVK1a4tLPZbIqIiHDeGjRoUB2bA8CLkZEBwHO4NSTn5eVp06ZNio2NdS7z8fFRbGysEhMTy7SOU6dOKT8/X6GhoS7LV61apcaNG6tdu3a65557dOzYsVLXkZubq8zMTJcbAJQFvccA4JncGpKPHj0qu92u8PBwl+Xh4eFKSUkp0zoee+wxRUVFuQTtgQMH6r333tOKFSs0ZcoUrV69WoMGDZLdbi9xHZMnT1ZISIjzFh0dff4bBQAAgFrP190FVMQLL7ygjz76SKtWrVJAQIBz+S233OL8f4cOHdSxY0e1atVKq1atUv/+/YutJz4+XnFxcc77mZmZBGUAZeI6JtltZQAAKplbe5LDwsJktVqVmprqsjw1NVURERFnfe7LL7+sF154QV9//bU6dux41rYtW7ZUWFiY9uzZU+LjNptNwcHBLjcAAAB4L7eGZH9/f3Xr1s3lpLvCk/BiYmJKfd6LL76oSZMmKSEhQd27dz/nzzl48KCOHTumyMjISqkbAAoZLvMk05UMAJ7C7bNbxMXF6Z133tG8efO0Y8cO3XPPPcrOztaYMWMkSSNHjlR8fLyz/ZQpU/Tkk09q9uzZat68uVJSUpSSkqKsrCxJUlZWlh555BGtX79e+/bt04oVK3TDDTeodevWGjBggFu2EYB3YLgFAHgOt49JHjFihI4cOaIJEyYoJSVFnTt3VkJCgvNkvv3798vH588sP2PGDOXl5enmm292Wc/EiRP11FNPyWq1auvWrZo3b57S09MVFRWla665RpMmTZLNZqvWbQPg+cjFAOCZLAbzFxWTmZmpkJAQZWRkMD4ZwFndP/9HffHTYUnSyof7qkVYXTdXBADeoarzmtuHWwBAbUY/AwB4JkIyAFQSAjMAeA5CMvCHFTtS9dmWQ+4uw+3+90uq4j/dqpz8ki++A1dGKf+H5zuenad8u8PdZQCoIm4/cQ+oCU7lFej2eRslSRdHhah14yA3V+Q+d7x35nW4pEmIbuvZzM3VADXT9kMZumH6t+rVOkzzxvZwdzkAqgA9yYCklIwc5//TTuacpaX32H/slLtLqHUYbeE9vv4lVXaHodW/HnF3KQCqCCEZkJRv/zPdZOd67zADxtSeB6PUO/BgBUWGWdgd7HfAExGSAcllXGF2boEbK3Gv3II/XweLxeLGSoCarejfjNwC7/1gDXgyQjIgqaBIT1CWF4fkU3l/vtn7kJHLpOilqOmI9x6ni5zYmlfAyXuAJyIkA3L96tSbe5JP5f257Zy1X35kZO9RUGSIFiEZ8EyEZECuY5K9+Q3vdJGe5Jx8730dyoPeY++U5zLcgmMF8ESEZEBSgePPNzlv7kEtGoyZJ/nckjNO68vtKc77BGbv4dKT7MV/MwBPRkgGZH7D896kk++gd6w8ek1Z6XLfYMCF13A5cY9vXQCPREgG5PqG5809yUU/LNCTfG5M/eW9iv6doCcZ8EyEZECus1t4d0j+c9sLCIDlxnAL78F5DIDnIyQDoie5UD4fFoAycelJJiQDHomQDMg8nZP3dgcW8MZfIfQkew/X8xgYmgR4IkIyIGa3KFT0K2SGW5QfJ+55jzw+UAIej5AMyDUcendI5sMCUBYFzAQDeDxCMiDXYQb5XjwFXNE3fnrHyo/hFt4jv4AT9wBPR0gGxOwWhRhuAZQNU8ABno+QDIjhFoUKeB2AMil64Z18epIBj0RIBmQebuG9b3gFvPGXWUkXW2G4hfcoOtyCb10Az0RIBuQ6P7BXX5aay3OXybGsXLV/MqHYcma38B5FP1ASkgHPREgGZOpJ9uIeVNcr7nnv63Auy7anuLsEuFnRk/W4PDngmQjJgDhxr5DL6+DFHxbOxVLKcoZbeA/+ZgCej5AMiPmBCxXtHfPmqfDOF6+Y9yj6d4KeZMAzEZIBmWd18N43PJcT9xwOGXSNAsUYhmGaEYfjBPBEhGRAruHQm3uFin5YMAzvfi3OBx8qvIP5RD074/cBj0RIBmS+iIb3vuGZe8ToISsu3+7Q7tST7i4DbmQeksVxAngmX3cXANQErrM6eO8bnvkDQr7DoUBZ3VRNzXTvB5v19S+pJT5Gz7t3MIdi9jvgmehJBuQ6T7Ldi3uFivUkM8NFMaUFZEl6MWFXNVYCdzH3JHvzt0+AJyMkAzLNk+zFb3gFxd78vfcDw/nYsO+4u0tANSgWkr34gzXgyQjJgFzf5Lz5q1NzKPbm6fCA0phDMR8mAc9ESAbkOtwi32547SwFefSQAedkDsWEZMAzEZIBFR9m4K3vecWHW9CTDJiZp3wzHzcAPAMhGVDxHlNvHWbA18ilczgMjZ37g7vLQA1gPsGV4wTwTIRkQMVP1vPWccn55q+RGW7h9Etypr7ZmXbOdvd+sFnLf0lVWmZONVQFdzD/faAnGfBMzJMMiB7UQuY3e2/tUS9JWX8nlm5L1tJtyZKkLROuVv06/lVZFtyg+BRw3vn3AvB09CQDKmlKJ+8Mh3xYqFy7Urgynycq3pPMcQJ4IkIyoOJh0HuHW9CTXJrzmfFk68EMr/3A5cm44h7gHQjJgEoYZuClb3rmHjHe/P90Pq/Ec8t26MnPtld6LXAv83HhzRcgAjwZIRlQCT1DXvr1KVcSK1lKRo6m/W/3eT13/oYDlVwN3M08NSLHCeCZOHEPUPE3PW/tGTKHZIZbnDF6zgbtZHwx/sDYfcA70JMMiGEGhQq328dy5j5v/mdUNCA7eB09SrEr7vFhEvBIhGRADDMoVDjsJMDP+sd93vwrw7Wvr/XaS517osJvngo/THrrh2rA0xGSAZXQM+Slwy0K3+wD/wjJ3vphobLtTDmp3ALv/J3yRIXHifPDpJf+vQA8HSEZ0J9h0M96pmvIW4cZFJje/OkhA4ozf+PirSf6Ap6OkAzoz56gAF/v7kEt7EEP8Dvzp4EeMmn7oYxKWQ+jLTyH3fn3ovA4YecCnoiQDK9ndxjOABPg/0dI9tJwaDf1kHnrh4VChmHoujfWVcq69h7JYlyyhyj8xsXGNy6ARyMkw+sVPTmtsAfVW8Ohs0edE/ckSZWZfa57Y53eS/y98lYItyngBFfAKxCS4fWKjj8uHG7hrT1Df56Q9MeHBS99HQpV9u/By1/vqtT1wT0KTMeJt/69ADwdIRler+gcp4HO4Rbe96ZnGMafJyQ5x2Z7dw+Zo5KHRzBfsmcoPC68/RwGwNMRkuH1il6S2t9aONzC+8Jh0fwW4MUfFoqq7B5CO2OSPYK5J9lbz2EAPB0hGV6v8A3Oz2qRrxdPAVf0jZ4esjOzWtwxb2OlrjMn36Hj2XmVuk5UP/M8yQ6DbwkAT0RIhtcrDIK+Pj7ys3pvz1DRQOztU8A9uWS7rntjnRJ/O1bp6+46abmmLv9Vx7JyK33dqB7O4RZ/hGTJOz9YA56OkAyvV3hmuq/VIusf15n1xh5UlxMYvXgKuJx8u95fX7WzULy2Yrcuf+Eb7U49WaU/B1XDPNzizDLv/EAJeDJCMrxe4Ruen9VHvj5ePNyihKnwZq1L0lEv6vHc9Ptx9Xjuf9Xys3ILHLp66ppq+VmoXM55kn3pSQY8GSEZXu/giVOSJF8fi3x9zhwS8Z9u008H0t1YVfVyOAw9vOgnSZKPRc5hJ5J07web3VVWtRv33iZl5hRU68/ckZzJRUZqkYxT+Xp7zW+SJFuRnuT53+93V0kAqgghGV7twPFTGjv3zMlZflYfWf84cU+SHvtkq7vKqna/Hc3Wyl1HJJ05CaloSP4+6bi7yqpW6afy3HJS3aDX1mrJlkPV/nNxfsa99+fJnP5WH/3x5ZMmf7lTe9IYPgN4EkIyvNrWgxnO/9sdhvx8/gzJuQXeM8Yw43S+y33fIq+Dt+j8zHK3/ewP1tMLWVts2Pfnh0ZfHx8V/Q7gUHpO9RcEoMoQkuHVip5sk5mTL6vPn4dE0TPXPV12rusQA18rfxqq08bfTyg1k4BV2/haLSo6UibPiz5YA96Ad0J4taLjT/MKHC49qN40TjTLFJL9rN7Xk+xuPZ9f4e4SUE7mb1wyTd/IAKjdCMnwallFQnKBw5BPkTc9h2F4TVA2h2SrFw23OHD8lK6ZurpC6xgV06ySqkFtYj5OzMcRgNqNkAyvdTrPrt2mE22KToP2a2qWhs1M9Pig/MO+44r/dJvLMj8f1z8NzR9fqpx8e3WWVW2e+e8v+jU1q0LruLHrBZVUDWqyHcmZLvf9TMOSJn7+s347UrHfJQA1ByEZXmvs3B/06WbXWQXMc51u/P2Ejnn4ZYRHzd7gvMxuId8Shlus+mP2C09zOq/i4b+y+t0HTlujEx7++1Zb7Uk7qWtfX+uyrKRvXIa/lVhdJQGoYr7uLgBwB7vDKPGSw3n24ifeLP8lVcO7R3vkEASHw9CpEkJiSSfuPbFkmy5oEKhLmoRUR2nlkpaZo0b1bJKk7Ycy9emPB/XV9hQFB/rpH/1aq3frMDWo61/seTn5dh3OOF3hn2+ppF+NnSknNXP1XsVfe2GJj/9n/e/6Pum49qRlqWeLUA3uGKlLm4c6HzcMQ5bKKgYufjqQIfOXSj4lvNZHs/iQA3gKQjK8ztGsXN1ZZK7TovJLODs9/tNtSj+Vr3v6tqrq0qrVvqPZuu6NdSU+VtLngaNZebrujXVa91g/XdCgThVXd25pmTl6Z+1vemdtUqltDmfk6IH5P0qS9jw3qFj4Hzr9W/12JLtK6yyvkoa1pGXm6JWvf9WCjQecy3YkZ2rud/t0XcdIpZ3M1c+HMuTjY1HPFg015ormuqJ1WHWW7dEW/LBfj32yrdhyRylDsZo/vlS7nxtUbDgGgNqFIxgeLyffroxT+frlcKYOpZ/WxM9/1ub96SW2Le3SslMSdurA8VNVWGX1Wv/bMQ3997elnmhkHn5RVK8pK91+0YRNv59Qj+dXnDUgm936znolHXUNxDtTKmc7KnNO7Z8PZxYbAnL7vI0uAbmo/25N1oak48rOs+tkToH+tyNVt737ve5+f5NyCzxzHHl1MQxDX/2cUmJAlkoPyZL03NIdxeYfB1C70JMMj/XTgXS9uy5JS7ce1lkyn4v8EoZbFOr94spa3TtkGIYOnjitqf/7tdhYbLMC+9lfsNhX1+jxQe01+vLmZZpP+nD6aX39c4oWbjyoX1NPKijAV73bNNLoy5upWcO6+iHpuIID/VTgMHR5q4ZnfY1fX7Fbry7/9Zw/0+yHfSd0z382KWH8leV+7rmkn8rXNReF6+tfUiu8ro2/n9At76zXZ/deIUmatS5J2w5lnONZxSX8nKJrX1ur2aMvVbOGdUtsk3E6X9sOZmjlrjQF+PkowNeqYd2j5TAMbT2Yru/2HpPN10d1bb4adEmkWjaqW2t//8srLTNH/161V3O/21dqm7N9mJz73T7N/W6f3r+9hy5vFeaRw7UAT0dIhsfY9PtxpWbmatuhDK359Yh+Ppx57ieZnCsctvm/LyWdGY5wQ+cmurR5qNpFBKlr0wY1Yizoiew8fbL5oL7dc1T7jp1ScKCfLoqspyMn8/T7sWztTivbmfdne/Mv9MKXO/V+4u+aM+ZSNWtYRzbf4mHZMAy9+c0evWIKtemn8vXFT4f1xU+HS1z3/Ve11vDu0YoOdR3W8dmWQ+cVkAvtTDmp7/YeVUzLhlrwQ8k9s+cjKze/0sYlS2c+4Eln5u6e9N9fzns9e49ka8C0Ndo5aVCxx2avS9IzJazbvK8KTfvfbtX1t2rS0Ev0l3PM5mEYhnILHMqzO1TP5us8NvLtDuXk23U8O08XNKgji+Qy7WJ1Kpy1psBhOIP/3iNZ2pGcqf/+lKyEn1POuY6yfPj++6wNZ/69rJkGXByh7s0beNWFioDazGLUgPmtpk+frpdeekkpKSnq1KmT3njjDfXo0aPU9osWLdKTTz6pffv2qU2bNpoyZYquvfZa5+OGYWjixIl65513lJ6eriuuuEIzZsxQmzZtylRPZmamQkJClJGRoeDg4ApvX213Os8ui+VMcLL6WJSTb9eJU/la/9sx5eTbnSevXNo8VFH1A1S/TvETpAoV2B3alXpSR7PytDv1pBrVsykiOEBpJ3O1/VCGthxIV0pmjnLy7erQJEQXRgZr1OXN1bCuf4khdEdypr7clqzXv9lTKdvaKbq+M6CUVz2bry6MDFaDun6KDAlUy0Z1lW83lHYyRydzCpRxKl8FDociQwLVKTpE0Q3qOE+CS87IUYM6fvKznum1k85cBc9ikfILDJ3MzVeQzVcHT5zW78dOafvhDH21PUVpJ3MV4OejhnVt2pVaeUMgnr+xg/61uOSvmEvTvGEdXdo8VJ2i60uSWjcO0vSVe7R299HzriMx/ipFhgRKOjNE5Ja315/3uooa3DFSS7cmV8q6JGnjE7F6csl2fbn93MGqrP59W1e98vUu7a2EMdOdo+tr4V0x8vf10bGsXL389a+av+H8L4U9uEOk4q9t7zI23e4wdOD4KU1J2Knlv6S6DF1qEVZX9ev46UfTMKeQQD/d3O0C3dG7hSKCA4od4xmn87XlQLoStqdoT9pJpWbmql6Arzo0CdGASyLUsK6/VuxI08+HM5V2MkcBflaF1vHXZS1D1axhXfVp20gWy5kg/PuxbO09kq0fko7r3XVlH6ZzNk8NuUhPfVH+DzEhgX4aeHGEYlo1VL0AXzUNraN6AX6y+fooJNBP0pmTQXMLHLL6WJSdWyC7w1BQgK/yChwKKvLBA/BmVZ3X3B6SFyxYoJEjR2rmzJnq2bOnpk2bpkWLFmnXrl1q3LhxsfbfffedrrzySk2ePFnXXXedPvzwQ02ZMkWbN2/WJZdcIkmaMmWKJk+erHnz5qlFixZ68skntW3bNv3yyy8KCAg4Z00lveg5+XYVOAz9diRLdoeh0Lr+OnjitI5m5SrzdL6SM3JkSAoLsqlegK+aN6yri6OCnYGnqJSMHJ04laefD2cqNTNHDoeh0/l22Xyt8vf10a+pJ3XkZK5O5uTL5mdVgzp+6tq0gdqEB+mSJiFqFGRz+QNZYHcoO9eu7/YeVfrpfO0/fkrpp/IVZLPKx2JRckaO9h3L1olTefK3+qh+HX+1alRXrRsHaWiXJmpQx9/Zk2IYhuwOQx9vOqhNv5/Qf7cm63Q558eNDAnQLZc2Vc+WobqkSYhOZOfp2z1HtXDjgVLHApdVdGigrBbLH0G6ci8Be2nzBoqqH6jPtpTcu+lNJt1wsZ787Gd3l1Fr7HthsP69ao9eTNjl7lLOqkeLUG1IOl5p6/tH31bqeEGIZq1L0g/7TlR4fXde2VJ1/X218ffjFfpwVV2WPdC72LRw1a1ni1C1CKurjhfUVx1/qwL8fNS6cT2dzrOrXoCv6tisOnTitPYfP6V8u6Hj2bkyDOlYdp72HT3zvpCamavcArsa1rXJYRhqHBygCxoEqmVYXUWEBMjXx6ILGtRRgJ/V+V4Y6GdVbsGZcfDtI+rpVJ5de49kyWKx6HRegZIzzsw4E2Tzld1hqEOTEAUF+KqOf+lfYB9KP63TeXadzDnzPhboZ5XNz6pfU07qcMZpHTxxWpmn83UsO0++PhbVC/BVcICfWjaqq8b1AtQ2op4ujgpWgJ9VQSW895ak8FszwzDkY7G47ZuNymZ3GHL88X5uGFKg/5lvLwrsDtkNQ1aLRXl2hwJ8rTVymx0OQ4bOfJuW73DI3+oji0XFvrH0+JDcs2dPXXrppXrzzTclSQ6HQ9HR0br//vv1+OOPF2s/YsQIZWdn67///a9z2WWXXabOnTtr5syZMgxDUVFReuihh/Twww9LkjIyMhQeHq65c+fqlltuOWdNhS969PiF8rG5/yx+VL2Ylg3V/8LGyrcbmrr81xKngvMm43q3KNdJcd7upZs7Ks/u0Ky1SfrtaM2aLQNV48YuTXR5q4aa+PnPJU6jCFS1IJtvlV3l0d/qo8bBNtkdhpIzciq0rvp1/FRgNxQW5K+cfIdSMiu2vqIcuad0YNrwKgvJbh2TnJeXp02bNik+Pt65zMfHR7GxsUpMLHlC9sTERMXFxbksGzBggJYsWSJJSkpKUkpKimJjY52Ph4SEqGfPnkpMTCwxJOfm5io3N9d5PzOz/GNZUbsl/nasxHmTvRUBuXwe+Xiru0tANVv84yEt/vHsJ8ACVakqL4OeZ3fo4ImKzyEvnTkHRaqdl213a0g+evSo7Ha7wsPDXZaHh4dr586dJT4nJSWlxPYpKSnOxwuXldbGbPLkyXr66afPaxtQPSwWFZvI3yzQz6rT+XYFB/jK1+qj42e5clnhJ/BercPkV8LV5QqdOJWvegG+ys4tUL7dUHZuQbGewsb1bMrMyVdOvkMN6/rrZE6BQur4KdDPqv1lmDbO18ciP6uPy7CWiyKD1TDIX74+FmXmFCjQz3rmpKcCh07lFuhQ+mnVD/TT4RI+4ftbfZRndygiOECB/lbZfH3UqJ7NeXa9YUiGJKvlzIlHvx3N0qlcu/PKgu0j6iky5MywJIchJWecVv06/rJIsvlZZdGfzz/xxzjrRkE2bdx3Qif/+CMYFmTT0axchdb1V+bp/GJT6/n88bPbNA6SxSLl5DvUuJ5Ngf5WGYb025EsBQWc+Zq2tDG5dfytJfbgNa5nU2T9QNX54+vggydOKyffrsyckv9A+1ktuqRJiI5l5Wn/8VOKCgmQ1WqRw3FmeE+B3ZCPj0V+VouSjmSracM6svpYZPXxUWm/Olm5Bfr5cKYubR6q49l52nYow+V32OpjUR1/q07mFCgsyN/lAhT1Anx1soRaI0MC1DDIXyey83UovXLevGqj0Lr+MgxDDuPMsZOdV6COF9TXiey8Mp+YKkntwusp9WSOTuXa1bJRXedr3jY8SNKf00H6WCzak5alFmF15TAM2XxLnt1j5a4jCgn0U1ZugTpH15dF0m9Hs9UuvJ5sfmeec/DEae1Jy1KnC0KUnWfXHlO9hb8jvj4WWX0sLlMLBvpZFVrXX9l5Bc7QAaBqMbuFpPj4eJfe6czMTEVHR2v70wM4cQ8AAKAGyszMVMi0qlu/Wye8DAsLk9VqVWqq69yiqampioiIKPE5ERERZ21f+G951mmz2RQcHOxyAwAAgPdya0j29/dXt27dtGLFCucyh8OhFStWKCYmpsTnxMTEuLSXpOXLlzvbt2jRQhERES5tMjMz9f3335e6TgAAAKAotw+3iIuL06hRo9S9e3f16NFD06ZNU3Z2tsaMGSNJGjlypJo0aaLJkydLkh588EH16dNHr7zyigYPHqyPPvpIGzdu1Ntvvy1JslgsGj9+vJ599lm1adPGOQVcVFSUhg4d6q7NBAAAQC3i9pA8YsQIHTlyRBMmTFBKSoo6d+6shIQE54l3+/fvl4/Pnx3el19+uT788EM98cQT+te//qU2bdpoyZIlzjmSJenRRx9Vdna27rzzTqWnp6tXr15KSEgo0xzJAAAAgNvnSa6JuOIeAABAzVbVec2tY5IBAACAmoiQDAAAAJgQkgEAAAATQjIAAABgQkgGAAAATAjJAAAAgAkhGQAAADAhJAMAAAAmhGQAAADAhJAMAAAAmBCSAQAAABNCMgAAAGBCSAYAAABMCMkAAACACSEZAAAAMCEkAwAAACaEZAAAAMCEkAwAAACYEJIBAAAAE0IyAAAAYOLr7gJqIsMwJEmZmZlurgQAAAAlKcxphbmtshGSS3Ds2DFJUnR0tJsrAQAAwNkcO3ZMISEhlb5eQnIJQkNDJUn79++vkhcd5y8zM1PR0dE6cOCAgoOD3V0OTNg/NRf7puZi39Rs7J+aKyMjQ02bNnXmtspGSC6Bj8+ZodohISEcEDVUcHAw+6YGY//UXOybmot9U7Oxf2quwtxW6eutkrUCAAAAtRghGQAAADAhJJfAZrNp4sSJstls7i4FJuybmo39U3Oxb2ou9k3Nxv6puap631iMqpo3AwAAAKil6EkGAAAATAjJAAAAgAkhGQAAADAhJAMAAAAmXhOSJ0+erEsvvVT16tVT48aNNXToUO3atculTU5Oju699141bNhQQUFBuummm5SamurSZv/+/Ro8eLDq1Kmjxo0b65FHHlFBQUF1borHKcu+6du3rywWi8vt7rvvdmnDvqkaM2bMUMeOHZ0T6cfExOjLL790Ps5x4z7n2jccNzXHCy+8IIvFovHjxzuXcezUDCXtG44d93nqqaeKvfbt27d3Pl6tx43hJQYMGGDMmTPH2L59u7Flyxbj2muvNZo2bWpkZWU529x9991GdHS0sWLFCmPjxo3GZZddZlx++eXOxwsKCoxLLrnEiI2NNX788Udj2bJlRlhYmBEfH++OTfIYZdk3ffr0McaNG2ckJyc7bxkZGc7H2TdV5/PPPzeWLl1q/Prrr8auXbuMf/3rX4afn5+xfft2wzA4btzpXPuG46Zm2LBhg9G8eXOjY8eOxoMPPuhczrHjfqXtG44d95k4caJx8cUXu7z2R44ccT5enceN14Rks7S0NEOSsXr1asMwDCM9Pd3w8/MzFi1a5GyzY8cOQ5KRmJhoGIZhLFu2zPDx8TFSUlKcbWbMmGEEBwcbubm51bsBHsy8bwzjzB+son/AzNg31atBgwbGu+++y3FTAxXuG8PguKkJTp48abRp08ZYvny5y/7g2HG/0vaNYXDsuNPEiRONTp06lfhYdR83XjPcwiwjI0OSFBoaKknatGmT8vPzFRsb62zTvn17NW3aVImJiZKkxMREdejQQeHh4c42AwYMUGZmpn7++edqrN6zmfdNoQ8++EBhYWG65JJLFB8fr1OnTjkfY99UD7vdro8++kjZ2dmKiYnhuKlBzPumEMeNe917770aPHiwyzEi8Z5TE5S2bwpx7LjP7t27FRUVpZYtW+q2227T/v37JVX/ceNbCdtS6zgcDo0fP15XXHGFLrnkEklSSkqK/P39Vb9+fZe24eHhSklJcbYp+qIXPl74GCqupH0jSX/961/VrFkzRUVFaevWrXrssce0a9cuffrpp5LYN1Vt27ZtiomJUU5OjoKCgrR48WJddNFF2rJlC8eNm5W2bySOG3f76KOPtHnzZv3www/FHuM9x73Otm8kjh136tmzp+bOnat27dopOTlZTz/9tHr37q3t27dX+3HjlSH53nvv1fbt27Vu3Tp3lwKT0vbNnXfe6fx/hw4dFBkZqf79+2vv3r1q1apVdZfpddq1a6ctW7YoIyNDH3/8sUaNGqXVq1e7uyyo9H1z0UUXcdy40YEDB/Tggw9q+fLlCggIcHc5KKIs+4Zjx30GDRrk/H/Hjh3Vs2dPNWvWTAsXLlRgYGC11uJ1wy3uu+8+/fe//9XKlSt1wQUXOJdHREQoLy9P6enpLu1TU1MVERHhbGM+g7LwfmEbnL/S9k1JevbsKUnas2ePJPZNVfP391fr1q3VrVs3TZ48WZ06ddJrr73GcVMDlLZvSsJxU302bdqktLQ0de3aVb6+vvL19dXq1av1+uuvy9fXV+Hh4Rw7bnKufWO324s9h2PHferXr6+2bdtqz5491f6e4zUh2TAM3XfffVq8eLG++eYbtWjRwuXxbt26yc/PTytWrHAu27Vrl/bv3+8c3xcTE6Nt27YpLS3N2Wb58uUKDg52fr2J8jvXvinJli1bJEmRkZGS2DfVzeFwKDc3l+OmBircNyXhuKk+/fv317Zt27RlyxbnrXv37rrtttuc/+fYcY9z7Rur1VrsORw77pOVlaW9e/cqMjKy+t9zynvWYW11zz33GCEhIcaqVatcphU5deqUs83dd99tNG3a1Pjmm2+MjRs3GjExMUZMTIzz8cJpRa655hpjy5YtRkJCgtGoUSOmfKmgc+2bPXv2GM8884yxceNGIykpyfjss8+Mli1bGldeeaVzHeybqvP4448bq1evNpKSkoytW7cajz/+uGGxWIyvv/7aMAyOG3c6277huKl5zDMmcOzUHEX3DceOez300EPGqlWrjKSkJOPbb781YmNjjbCwMCMtLc0wjOo9brwmJEsq8TZnzhxnm9OnTxv/+Mc/jAYNGhh16tQxbrzxRiM5OdllPfv27TMGDRpkBAYGGmFhYcZDDz1k5OfnV/PWeJZz7Zv9+/cbV155pREaGmrYbDajdevWxiOPPOIyZ6VhsG+qytixY41mzZoZ/v7+RqNGjYz+/fs7A7JhcNy409n2DcdNzWMOyRw7NUfRfcOx414jRowwIiMjDX9/f6NJkybGiBEjjD179jgfr87jxmIYhnHefeAAAACAB/KaMckAAABAWRGSAQAAABNCMgAAAGBCSAYAAABMCMkAAACACSEZAAAAMCEkAwAAACaEZAAAAMCEkAwAqFR5eXlq3bq1vvvuu0pdb0JCgjp37iyHw1Gp6wWAkhCSAeAsRo8eLYvFUuy2Z88ed5dWY82cOVMtWrTQ5Zdf7lxmsVi0ZMmSYm1Hjx6toUOHlmm9AwcOlJ+fnz744INKqhQASkdIBoBzGDhwoJKTk11uLVq0KNYuLy/PDdXVLIZh6M0339Ttt99eJesfPXq0Xn/99SpZNwAURUgGgHOw2WyKiIhwuVmtVvXt21f33Xefxo8fr7CwMA0YMECStH37dg0aNEhBQUEKDw/X3//+dx09etS5vuzsbI0cOVJBQUGKjIzUK6+8or59+2r8+PHONiX1vNavX19z58513j9w4ICGDx+u+vXrKzQ0VDfccIP27dvnfLywl/bll19WZGSkGjZsqHvvvVf5+fnONrm5uXrssccUHR0tm82m1q1ba9asWTIMQ61bt9bLL7/sUsOWLVvO2pO+adMm7d27V4MHDy7nqyzt27evxF77vn37OtsMGTJEGzdu1N69e8u9fgAoD0IyAFTAvHnz5O/vr2+//VYzZ85Uenq6rrrqKnXp0kUbN25UQkKCUlNTNXz4cOdzHnnkEa1evVqfffaZvv76a61atUqbN28u18/Nz8/XgAEDVK9ePa1du1bffvutgoKCNHDgQJce7ZUrV2rv3r1auXKl5s2bp7lz57oE7ZEjR2r+/Pl6/fXXtWPHDr311lsKCgqSxWLR2LFjNWfOHJefO2fOHF155ZVq3bp1iXWtXbtWbdu2Vb169cq1PZIUHR3t0lv/448/qmHDhrryyiudbZo2barw8HCtXbu23OsHgHIxAAClGjVqlGG1Wo26des6bzfffLNhGIbRp08fo0uXLi7tJ02aZFxzzTUuyw4cOGBIMnbt2mWcPHnS8Pf3NxYuXOh8/NixY0ZgYKDx4IMPOpdJMhYvXuyynpCQEGPOnDmGYRjG+++/b7Rr185wOBzOx3Nzc43AwEDjq6++ctberFkzo6CgwNlm2LBhxogRIwzDMIxdu3YZkozly5eXuO2HDh0yrFar8f333xuGYRh5eXlGWFiYMXfu3FJfrwcffNC46qqrii2XZAQEBLi8jnXr1jV8fX2NG264oVj706dPGz179jSuu+46w263uzzWpUsX46mnniq1BgCoDL7ujegAUPP169dPM2bMcN6vW7eu8//dunVzafvTTz9p5cqVCgoKKraevXv36vTp08rLy1PPnj2dy0NDQ9WuXbty1fTTTz9pz549xXpsc3JyXIYiXHzxxbJarc77kZGR2rZtm6QzQyesVqv69OlT4s+IiorS4MGDNXv2bPXo0UNffPGFcnNzNWzYsFLrOn36tAICAkp8bOrUqYqNjXVZ9thjj8lutxdrO3bsWJ08eVLLly+Xj4/rl56BgYE6depUqTUAQGUgJAPAOdStW7fU4QVFA7MkZWVlaciQIZoyZUqxtpGRkWWeFcNiscgwDJdlRccSZ2VlqVu3biXO9NCoUSPn//38/Iqtt3AKtcDAwHPWcccdd+jvf/+7pk6dqjlz5mjEiBGqU6dOqe3DwsKcIdwsIiKi2OtYr149paenuyx79tln9dVXX2nDhg0lDts4fvy4yzYCQFUgJANAJeratas++eQTNW/eXL6+xf/EtmrVSn5+fvr+++/VtGlTSdKJEyf066+/uvToNmrUSMnJyc77u3fvduk97dq1qxYsWKDGjRsrODj4vGrt0KGDHA6HVq9eXayHt9C1116runXrasaMGUpISNCaNWvOus4uXbpoxowZMgxDFoul3DV98skneuaZZ/Tll1+qVatWxR4v7Cnv0qVLudcNAOXBiXsAUInuvfdeHT9+XLfeeqt++OEH7d27V1999ZXGjBkju92uoKAg3X777XrkkUf0zTffaPv27Ro9enSxIQVXXXWV3nzzTf3444/auHGj7r77bpde4dtuu01hYWG64YYbtHbtWiUlJWnVqlV64IEHdPDgwTLV2rx5c40aNUpjx47VkiVLnOtYuHChs43VatXo0aMVHx+vNm3aKCYm5qzr7Nevn7KysvTzzz+X41U7Y/v27Ro5cqQee+wxXXzxxUpJSVFKSoqOHz/ubLN+/XrZbLZz1gEAFUVIBoBKFBUVpW+//VZ2u13XXHONOnTooPHjx6t+/frOIPzSSy+pd+/eGjJkiGJjY9WrV69iY5tfeeUVRUdHq3fv3vrrX/+qhx9+2GWYQ506dbRmzRo1bdpUf/nLX3ThhRfq9ttvV05OTrl6lmfMmKGbb75Z//jHP9S+fXuNGzdO2dnZLm1uv/125eXlacyYMedcX8OGDXXjjTee1wU/Nm7cqFOnTunZZ59VZGSk8/aXv/zF2Wb+/Pm67bbbzjrkAwAqg8UwD3oDAFS7vn37qnPnzpo2bZq7Sylm7dq16t+/vw4cOKDw8PBztt+6dauuvvpq7d27t8QTGM/X0aNH1a5dO23cuLHEi7kAQGWiJxkAUKLc3FwdPHhQTz31lIYNG1amgCxJHTt21JQpU5SUlFSp9ezbt0///ve/CcgAqgUn7gEASjR//nzdfvvt6ty5s957771yPXf06NGVXk/37t3VvXv3Sl8vAJSE4RYAAACACcMtAAAAABNCMgAAAGBCSAYAAABMCMkAAACACSEZAAAAMCEkAwAAACaEZAAAAMCEkAwAAACY/D9INicnqAfRWAAAAABJRU5ErkJggg==", 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" ] @@ -328,29 +390,30 @@ } ], "source": [ - "# Collect Fast Fourier Transform Data\n", - "fourier_transform = abs(fft(signal_data))\n", - "freqs = fftfreq(len(fourier_transform), (1/sample_rate))\n", - "\n", - "# Plot Frequency Prevelance\n", "fig, ax = plt.subplots(figsize=(8, 8))\n", "plt.plot(freqs, fourier_transform)\n", - "# Only plot positive Frequencies (hz) in range of notes (200-600)\n", "ax.set_xlim(left=200, right=500) \n", - "plt.title(\"Signal Frequency Prevelance (FFT)\")\n", + "plt.title(\"Signal Frequency Prevalence (FFT)\")\n", "plt.xlabel('Frequency (Hz)')\n", "plt.ylabel('Amplitude')\n", "plt.show()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plot Fast Fourier Transform for Frequency Prevalence with Frequency of Notes" + ] + }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 42, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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27NhRbPn27duLLatXr54yMjJcluXl5RXbzi1atFBWVpbbevQK38+WLVvO2vamm25SfHy85s2bp1OnTikgIMAlfFaWFi1ayDAMNWvWrNiHgJIMHTpUr7zyijIzMzV//nw1bdpUl1xyifPxFStW6MiRI/r44491xRVXOJcXzrJxtlr+97//6bLLLqvQCZjmdZ5t+7do0UK//PKL+vTpc07/p7dt21YfffTRuZZYKZKTkxUREVFq7zjgCxiTXEFjx47VmjVr9MEHH2jTpk0aMmSI+vfv7/zjm5ubq6CgIJfnBAcHa//+/dqzZ48nSoYXWL58eYm9XV9++aWkMw8Z6Nevn9asWaONGzc6lx09erTU3reysFqtxepZuHChc/xvVWnQoIF69eql//73vyV+UCh6qd1rrrlGP/zwg9auXevyeEnboUWLFsXGE7/xxhvFepKHDh2qNWvWaMmSJcXWkZGRoYKCgnK9n8jISF1xxRWaPXu29u7d6/KYeXtHRERowIABevfdd/Xee++pf//+VfIB5e9//7usVquefPLJYjUZhqEjR464LBs2bJhyc3M1d+5cJSUlaejQoS6PF/buFl1XXl6eXn/99bPWMnToUNntdj311FPFHisoKCj2QacsbrjhBudwJrPCGocOHaoDBw7ozTffLNbm1KlTys7OPuNrxMXF6dixY9XqCofr168/p1lRAG9CT3IF7N27V3PmzNHevXudU1w9+OCDSkpK0pw5czRp0iT169dP//73vzVy5Ej17t1bO3fu1EsvvSTpdG8fVw/Dubj33nt18uRJ/e1vf1Pbtm2Vl5en77//3tkzN2rUqFKf+/DDD+vdd9/VVVddpXvvvdc5BVzjxo119OjRc+oJu/baazVx4kSNGjVKl156qTZv3qz33nvP2RNalaZPn67LL79c7dq105gxY9S8eXOlpaVpzZo12r9/v3Pu5ocffljvvPOO+vfvr/vvv985BVyTJk20adMml3XedtttuvPOO3XDDTfoqquu0i+//KIlS5YUC6EPPfSQPvvsM1177bXOqcSys7O1efNmffjhh9q9e3e5g+urr76qyy+/XJ07d9btt9+uZs2aaffu3Vq8eLHLBx3p9JCLwotOlBQUK0OLFi309NNPKyEhQbt379bgwYNVu3ZtJScn65NPPtHtt9+uBx980Nm+c+fOatmypf7v//5Pubm5xXq7L730UtWrV08jRozQfffdJ4vFonfeeadMQyB69uypO+64Q5MnT9bGjRt19dVXKyAgQDt27NDChQv1yiuvlPniNIUeeughffjhhxoyZIhGjx6tLl266OjRo/rss880c+ZMdejQQf/617+0YMEC3XnnnVq+fLkuu+wy2e12bdu2TQsWLNCSJUuKnQBZ1MCBA+Xv76///e9/uv3228tVX2VIT0/Xpk2bdM8993i6FMCjCMkVsHnzZtnt9mJfMebm5jpPVhozZox27dqla6+9Vvn5+apTp47uv/9+PfHEEzX2UsHwvBdffFELFy7Ul19+qTfeeEN5eXlq3Lix7r77bv3nP/8p8SIjhRo1aqTly5frvvvu06RJkxQZGal77rlHISEhuu+++4p981EWjz32mLKzs/X+++9r/vz56ty5sxYvXqxHH320Au/y3FxwwQVat26dnnzySSUmJurIkSNq0KCBOnXqpPHjxzvbxcTEaPny5br33nv17LPPqn79+rrzzjsVGxvrPPmt0JgxY5ScnKxZs2YpKSlJPXr00NKlS9WnTx+XdrVq1dLKlSs1adIkLVy4UG+//bbq1Kmj1q1b68knn1RYWFi530+HDh30ww8/6PHHH9eMGTOUk5OjJk2aFOuBlaRBgwapXr16znl7q8qjjz6q1q1ba8qUKXryySclnf49u/rqq0usY9iwYXrmmWfUsmVLde7c2eWx+vXr64svvtADDzyg//znP6pXr57++c9/qk+fPqWOMy9q5syZ6tKli/773//qsccek7+/v5o2bap//vOfuuyyy8r93kJDQ/Xtt99qwoQJ+uSTTzR37lw1aNBAffr00XnnnSdJ8vPz06JFizRlyhS9/fbb+uSTT1SrVi01b95c999//1mHoURFRemaa67RggULqkVI/vjjj2Wz2Ur8HQN8icU4lzNEfFThVa0KZ7eYP3++brnlFv3666/FTgAJDQ11maLHbrcrNTVVkZGRWrZsma655hqlp6cz3gvVxrhx4/Tf//5XWVlZpZ7Q5AsKL0SRnJxc477pKSgoUGxsrAYNGlRsfDiqt2+//Va9evXStm3bSp0ppKp06tRJvXr10pQpUzxaB+Bp9CRXQKdOnWS325Wenu4y12ZJrFarGjZsKEmaN2+e4uLiCMjwmFOnTrmc2HTkyBG98847uvzyy306INd0ixYt0qFDhzR8+HBPl4Jy6tGjh66++mo9//zzJY5tripJSUnasWNHiePqAV9DSD6LrKwsl7P+k5OTtXHjRoWHh6t169a65ZZbNHz4cL300kvq1KmTDh06pGXLlql9+/YaOHCgDh8+rA8//FC9evVSTk6O5syZo4ULF2rlypUefFfwdXFxcerVq5fOP/98paWladasWcrMzCx1bmFUbz/++KM2bdqkp556Sp06dVLPnj09XRLOwVdffeXpEtS/f3+Xi70AvoyQfBbr1q1T7969nffj4+MlSSNGjFBiYqLmzJmjp59+Wg888IAOHDigiIgIXXLJJbr22mudz5k7d64efPBBGYahuLg4rVixwuUqX0BVu+aaa/Thhx/qjTfekMViUefOnTVr1iyXKbdQc8yYMUPvvvuuOnbsqMTERE+XAwBegTHJAAAAgAnTKwAAAAAmhGQAAADAhDHJJXA4HDp48KBq167NZaMBAACqIcMwdOLECcXGxlbKtScIySU4ePCgGjVq5OkyAAAAcBb79u1zXtzHnQjJJahdu7ak0xu9Tp06Hq4GVSIvT/rzcuF64AEpMNCz9XgK26H8asI2qwk11lRs2+qDfVGzncP+y8zMVKNGjZy5zd0IySUoHGJRp04dQrKvyMuTbLbTP9ep47v/ubIdyq8mbLOaUGNNxbatPtgXNVsF9l9lDY3lxD0AAADAhJAMAAAAmBCSAQAAABPGJJ8jwzBUUFAgu93u6VIqldVqlb+/P1PhAQAAn0JIPgd5eXlKSUnRyZMnPV1KlahVq5ZiYmIUyEkQAADARxCSy8nhcCg5OVlWq1WxsbEKDAz02l5WwzCUl5enQ4cOKTk5Wa1ataqUyboBAACqG0JyOeXl5cnhcKhRo0aqVauWp8updMHBwQoICNCePXuUl5enoKAgT5cEAABQ6egWPEe+1KPqS+8VAABAIiQDAAAAxRCSAQAAABNCMgAAAGBCSPZBa9askdVq1cCBAz1dCgAAQLVESPZBs2bN0r333qtVq1bp4MGDni4HAACg2vFoSF61apUGDRqk2NhYWSwWLVq06IztR44cKYvFUux24YUXOts88cQTxR5v27Zt5b4Rw5Dy8qr+ZhjlLjUrK0vz58/XXXfdpYEDByoxMdH92wMAAKCG8+g8ydnZ2erQoYNGjx6tv//972dt/8orr+jZZ5913i8oKFCHDh00ZMgQl3YXXnih/ve//znv+/tX8tvMz5cmTarc1yjJY49J5bwK3oIFC9S2bVu1adNG//znPzVu3DglJCR47QVRAAAAzoVHQ/KAAQM0YMCAMrcPCwtTWFiY8/6iRYt07NgxjRo1yqWdv7+/oqOj3VanN5k1a5b++c9/SpL69++v48ePa+XKlerVq5dnCwMAAKhGavQV92bNmqW+ffuqSZMmLst37Nih2NhYBQUFKS4uTpMnT1bjxo1LXU9ubq5yc3Od9zMzM8tXSEDA6V7dqhYQUK7m27dv19q1a/XJJ59IOv1hYtiwYZo1axYhGQAAoIgaG5IPHjyor776Su+//77L8u7duysxMVFt2rRRSkqKnnzySfXo0UNbtmxR7dq1S1zX5MmT9eSTT557MRZLuYc9eMKsWbNUUFCg2NhY5zLDMGSz2fTaa6+59NIDAAD4sho7u8XcuXNVt25dDR482GX5gAEDNGTIELVv3179+vXTl19+qYyMDC1YsKDUdSUkJOj48ePO2759+yq5+qpXUFCgt99+Wy+99JI2btzovP3yyy+KjY3VvHnzPF0iAABAtVEje5INw9Ds2bP1r3/9S4Fn6cGtW7euWrdurZ07d5baxmazyWazubvMauWLL77QsWPHdOuttxbrMb7hhhs0a9Ys3XnnnR6qDgAAoHqpkT3JK1eu1M6dO3XrrbeetW1WVpZ27dqlmJiYKqis+iocv13SkIobbrhB69at06ZNmzxQGQAAQPXj0Z7krKwslx7e5ORkbdy4UeHh4WrcuLESEhJ04MABvf322y7PmzVrlrp3766LLrqo2DoffPBBDRo0SE2aNNHBgwc1YcIEWa1W3XzzzZX+fqqzzz//vNTHunXrJuMc5lwGAADwVh4NyevWrVPv3r2d9+Pj4yVJI0aMUGJiolJSUrR3716X5xw/flwfffSRXnnllRLXuX//ft188806cuSIIiMjdfnll+uHH35QZGRk5b0RAAAAeBWPhuRevXqdsQezpKvBhYWF6eTJk6U+54MPPnBHaQBQJoZhKD0zR3VrBci7z2wAAN9SI0/cA4DqYuX2Q9q4dq9qBwXo7GdJAABqihp54h4AVBdf/ZoqSTqRk+/hSgAA7kRIBgAAAEwIyQAAAIAJIRkAAAAwISQDAAAAJoRkAAAAwISQDAAAAJgQkn3IyJEjZbFYnLf69eurf//+2rRpk6dLA2osi6cLAABUCkKyj+nfv79SUlKUkpKiZcuWyd/fX9dee62nywIAAKhWuOKeOxiGlO+BCwkEBEiW8vVj2Ww2RUdHS5Kio6P16KOPqkePHjp06JAiIyMro0oAAIAah5DsDvn50qRJVf+6jz0mBQae89OzsrL07rvvqmXLlqpfv74bCwN8h+HpAgAAlYKQ7GO++OILhYaGSpKys7MVExOjL774Qn5+jLwBAAAoREh2h4CA0726nnjdcurdu7dmzJghSTp27Jhef/11DRgwQGvXrlWTJk3cXSEAAECNREh2B4ulQsMeqlJISIhatmzpvP/WW28pLCxMb775pp5++mkPVgbUTMxuAQDeie/YfZzFYpGfn59OnTrl6VIAAACqDXqSfUxubq5SU1MlnR5u8dprrykrK0uDBg3ycGUAAADVByHZxyQlJSkmJkaSVLt2bbVt21YLFy5Ur169PFsYAABANUJI9iGJiYlKTEz0dBkAAADVHmOSAQAAABNCMgAAAGBCSAaACmAKOADwToRkAKgALksNAN6JkAwAAACYEJIBAAAAE0IyAAAAYEJIBgAAAEwIyQBQAcxuAQDeiZAMAAAAmBCSfUxqaqruvfdeNW/eXDabTY0aNdKgQYO0bNkyT5cGAABQbfh7ugBUnd27d+uyyy5T3bp19cILL6hdu3bKz8/XkiVLdM8992jbtm2eLhEAAKBaICS7g2FI+flV/7oBAZKl7CMi7777blksFq1du1YhISHO5RdeeKFGjx5dGRUCAADUSIRkd8jPlyZNqvrXfewxKTCwTE2PHj2qpKQkPfPMMy4BuVDdunXdXBwAAEDNxZhkH7Fz504ZhqG2bdt6uhQAAIBqj55kdwgION2r64nXLSPDMCqxEAAAAO9CSHYHi6XMwx48pVWrVrJYLJycBwAAUAYMt/AR4eHh6tevn6ZPn67s7Oxij2dkZFR9UQAAANUUIdmHTJ8+XXa7Xd26ddNHH32kHTt2aOvWrXr11VcVFxfn6fIAAACqDYZb+JDmzZtrw4YNeuaZZ/TAAw8oJSVFkZGR6tKli2bMmOHp8gAAAKoNQrKPiYmJ0WuvvabXXnvN06UAAABUWwy3AIAKsKjsF/QBANQchGQAAADAhJAMAAAAmBCSAQAAABNCMgBUgCGuZgkA3oiQDAAAAJgQkgEAAAATQjIAVABTwAGAdyIkAwAAACaEZAAAAMCEkOxDRo4cKYvFIovFooCAAEVFRemqq67S7Nmz5XA4PF0eAABAtUFI9jH9+/dXSkqKdu/era+++kq9e/fW/fffr2uvvVYFBQWeLg8AAKBa8Pd0AV7BMKT8/Kp/3YAAyVK+k4ZsNpuio6MlSQ0bNlTnzp11ySWXqE+fPkpMTNRtt91WGZUCAADUKIRkd8jPlyZNqvrXfewxKTCwwqu58sor1aFDB3388ceEZKCcyvk5FQBQQzDcApKktm3bavfu3Z4uAwAAoFqgJ9kdAgJO9+p64nXdxDAMWegSA8rN4KrUAOCVCMnuYLG4ZdiDJ23dulXNmjXzdBkAAADVAsMtoG+++UabN2/WDTfc4OlSAAAAqgV6kn1Mbm6uUlNTZbfblZaWpqSkJE2ePFnXXnuthg8f7unyAAAAqgVCso9JSkpSTEyM/P39Va9ePXXo0EGvvvqqRowYIT8/vlgAAACQCMk+JTExUYmJiZ4uA/AqnO8KAN6JrkMAAADAhJAMAAAAmBCSAQAAABNCMgAAAGBCSAYAAABMCMkAAACACSEZAAAAMCEkAwAAACaEZAAAAMDEoyF51apVGjRokGJjY2WxWLRo0aIztl+xYoUsFkuxW2pqqku76dOnq2nTpgoKClL37t21du3aSnwXAAAA8DYeDcnZ2dnq0KGDpk+fXq7nbd++XSkpKc5bgwYNnI/Nnz9f8fHxmjBhgjZs2KAOHTqoX79+Sk9Pd3f5Nc7IkSNL/JDRv39/T5cGAABQrfh78sUHDBigAQMGlPt5DRo0UN26dUt87OWXX9aYMWM0atQoSdLMmTO1ePFizZ49W48++mhFyvUK/fv315w5c1yW2Ww2D1UDAABQPXk0JJ+rjh07Kjc3VxdddJGeeOIJXXbZZZKkvLw8rV+/XgkJCc62fn5+6tu3r9asWVPq+nJzc5Wbm+u8n5mZWb6CDEPKzy/fc9whIECyWMr1FJvNpujo6EoqCPA95TwEAQA1RI0KyTExMZo5c6a6du2q3NxcvfXWW+rVq5d+/PFHde7cWYcPH5bdbldUVJTL86KiorRt27ZS1zt58mQ9+eST515Yfr40adK5P/9cPfaYFBhY9a8LAADg5WrU7BZt2rTRHXfcoS5duujSSy/V7Nmzdemll2rKlCkVWm9CQoKOHz/uvO3bt89NFVc/X3zxhUJDQ11ukzwR8AEAAKqxGtWTXJJu3bpp9erVkqSIiAhZrValpaW5tElLSzvjEAObzVaxcbkBAad7dataQEC5n9K7d2/NmDHDZVl4eLi7KgIAAPAKNT4kb9y4UTExMZKkwMBAdenSRcuWLdPgwYMlSQ6HQ8uWLdPYsWMrrwiLpcYMewgJCVHLli09XQbgNQzD0xUAACqDR0NyVlaWdu7c6byfnJysjRs3Kjw8XI0bN1ZCQoIOHDigt99+W5I0depUNWvWTBdeeKFycnL01ltv6ZtvvtHXX3/tXEd8fLxGjBihrl27qlu3bpo6daqys7Ods10AAAAAZ+PRkLxu3Tr17t3beT8+Pl6SNGLECCUmJiolJUV79+51Pp6Xl6cHHnhABw4cUK1atdS+fXv973//c1nHsGHDdOjQIY0fP16pqanq2LGjkpKSip3M56tyc3OLXXzF399fERERHqoIAACg+vFoSO7Vq5eMM3xXmZiY6HL/4Ycf1sMPP3zW9Y4dO7Zyh1fUYElJSc7hKYXatGlzxtk/AJSOKeAAwDvVqNktUDGJiYkyDKPYjYAMAADgipAMAAAAmBCSAQAAABNCMgAAAGBCSAYAAABMCMkAUCFMbwEA3oiQDAAAAJgQkgGgQrguNQB4I0IyAAAAYEJIBgAAAEwIyQAAAIAJIdmHjBw5UhaLpdht586dni4NAACgWvH3dAGoWv3799ecOXNclkVGRnqoGsAbMAUcAHgjQrI7GIaUn1/1rxsQIFnK9wfaZrMpOjq6kgoCAADwDoRkd8jPlyZNqvrXfewxKTCw6l8XAADAyzEm2cd88cUXCg0Ndd6GDBni6ZIAAACqHXqS3SEg4HSvridet5x69+6tGTNmOO+HhIS4syIAAACvQEh2B4ulxgx7CAkJUcuWLT1dBgAAQLXGcAsAAADAhJAMAAAAmBCSAQAAABPGJPuQxMRET5cAAABQI9CTDAAAAJgQkgEAAAATQjIAAABgQkgGgAqwWDxdAQCgMhCSAQAAABNCMgAAAGBCSAYAAABMCMkAUAGG4ekKAACVgZAMAAAAmBCSfUxqaqruv/9+tWzZUkFBQYqKitJll12mGTNm6OTJk54uD6hxmN0CALwTl6X2IX/88Ycuu+wy1a1bV5MmTVK7du1ks9m0efNmvfHGG2rYsKGuu+46T5cJAADgcYRkH3L33XfL399f69atU0hIiHN58+bNdf3118tgcCUAAIAkQrJ7GIaUn1/1rxsQUObveo8cOaKvv/5akyZNcgnIRVn43hgAAEASIdk98vOlSZOq/nUfe0wKDCxT0507d8owDLVp08ZleUREhHJyciRJ99xzj5577jm3lwkAAFDTcOKej1u7dq02btyoCy+8ULm5uZ4uBwAAoFqgJ9kdAgJO9+p64nXLqGXLlrJYLNq+fbvL8ubNm0uSgoOD3VoaAABATUZIdgeLpczDHjylfv36uuqqq/Taa6/p3nvvLXVcMoDyYSQ/AHgnhlv4kNdff10FBQXq2rWr5s+fr61bt2r79u169913tW3bNlmtVk+XCAAAUC3Qk+xDWrRooZ9//lmTJk1SQkKC9u/fL5vNpgsuuEAPPvig7r77bk+XCNQ4TJwIAN6JkOxjYmJiNG3aNE2bNs3TpQAAAFRbDLcAAAAATAjJAAAAgAkhGQAqgNktAMA7EZIBAAAAE0IyAAAAYEJIPkcOh8PTJVQZX3qvAAAAElPAlVtgYKD8/Px08OBBRUZGKjAwUBaLd45KNAxDeXl5OnTokPz8/BRYza8qCAAA4C6E5HLy8/NTs2bNlJKSooMHD3q6nCpRq1YtNW7cWH5+fPEAAAB8AyH5HAQGBqpx48YqKCiQ3W73dDmVymq1yt/f32t7ywEAAEpCSD5HFotFAQEBCggI8HQpAAAAcDO+PwcAAABMCMkAAACACSEZAAAAMCEkAwAAACaEZAAAAMCEkAwAFcDsiADgnQjJAAAAgAkhGQAAADAhJAMAAAAmhGQAAADAhJAMABVgGJ6uAABQGQjJAAAAgAkhGQAqgCngAMA7EZIBAAAAE0IyAAAAYEJIBgAAAEwIyQAAAIAJIRkAAAAw8WhIXrVqlQYNGqTY2FhZLBYtWrTojO0//vhjXXXVVYqMjFSdOnUUFxenJUuWuLR54oknZLFYXG5t27atxHcBwJdZxPQWAOCNPBqSs7Oz1aFDB02fPr1M7VetWqWrrrpKX375pdavX6/evXtr0KBB+vnnn13aXXjhhUpJSXHeVq9eXRnlAwAAwEv5e/LFBwwYoAEDBpS5/dSpU13uT5o0SZ9++qk+//xzderUybnc399f0dHR7ioTAAAAPqZGj0l2OBw6ceKEwsPDXZbv2LFDsbGxat68uW655Rbt3bv3jOvJzc1VZmamyw0AysIQ16UGAG9Uo0Pyiy++qKysLA0dOtS5rHv37kpMTFRSUpJmzJih5ORk9ejRQydOnCh1PZMnT1ZYWJjz1qhRo6ooHwAAANVUjQ3J77//vp588kktWLBADRo0cC4fMGCAhgwZovbt26tfv3768ssvlZGRoQULFpS6roSEBB0/ftx527dvX1W8BQAAAFRTHh2TfK4++OAD3XbbbVq4cKH69u17xrZ169ZV69attXPnzlLb2Gw22Ww2d5cJAACAGqrG9STPmzdPo0aN0rx58zRw4MCzts/KytKuXbsUExNTBdUB8DVMAQcA3smjPclZWVkuPbzJycnauHGjwsPD1bhxYyUkJOjAgQN6++23JZ0eYjFixAi98sor6t69u1JTUyVJwcHBCgsLkyQ9+OCDGjRokJo0aaKDBw9qwoQJslqtuvnmm6v+DQIAAKBG8mhP8rp169SpUyfn9G3x8fHq1KmTxo8fL0lKSUlxmZnijTfeUEFBge655x7FxMQ4b/fff7+zzf79+3XzzTerTZs2Gjp0qOrXr68ffvhBkZGRVfvmAAAAUGN5tCe5V69eMozSp09KTEx0ub9ixYqzrvODDz6oYFUAAADwdTVuTDIAAABQ2QjJAAAAgAkhGQAAADAhJAMAAAAmhGQAAADAhJAMAAAAmBCSAQAAABNCMgAAAGBCSAYAAABMCMkAUAEWi6crAABUBkIyAAAAYEJIBgAAAEwIyQAAAIAJIRkAKsAwPF0BAKAyEJIBAAAAE0IyAFQAs1sAgHciJAMAAAAmhGQAAADAhJAMAAAAmBCSAQAAABNCMgAAAGBCSAYAAABMCMkAUAHMAAcA3omQDAAAAJgQkgGgArgqNQB4J0IyAAAAYEJIBgAAAEwIyQAAAIAJIRkAKoDZLQDAOxGSAQAAABNCMgAAAGBCSAYAAABMCMkAAACACSEZAAAAMCEkAwAAACaEZAAAAMCEkAwAAACYEJIBAAAAE0IyAAAAYEJIBgAAAEwIyQAAAIAJIRkAKsBisXi6BABAJSAkAwAAACaEZAAAAMCEkAwAAACYEJIBAAAAE0IyAFSAYRieLgEAUAkIyQAAAIAJIRkAKoAp4ADAOxGSAQAAABNCMgAAAGBCSAYAAABMCMkAAACACSEZAAAAMCEkAwAAACaEZAAAAMCEkAwAAACYEJIBAAAAE0IyAAAAYEJIBgAAAEwIyQAAAIAJIRkAAAAwISQDAAAAJoRkAAAAwISQDAAAAJgQkgEAAAATQjIAAABgQkgGAAAATAjJAAAAgAkhGQAAADDxaEhetWqVBg0apNjYWFksFi1atOisz1mxYoU6d+4sm82mli1bKjExsVib6dOnq2nTpgoKClL37t21du1a9xcPAAAAr+XRkJydna0OHTpo+vTpZWqfnJysgQMHqnfv3tq4caPGjRun2267TUuWLHG2mT9/vuLj4zVhwgRt2LBBHTp0UL9+/ZSenl5ZbwMAAABext+TLz5gwAANGDCgzO1nzpypZs2a6aWXXpIknX/++Vq9erWmTJmifv36SZJefvlljRkzRqNGjXI+Z/HixZo9e7YeffRR978JAAAAeJ0aNSZ5zZo16tu3r8uyfv36ac2aNZKkvLw8rV+/3qWNn5+f+vbt62xTktzcXGVmZrrcAAAA4LtqVEhOTU1VVFSUy7KoqChlZmbq1KlTOnz4sOx2e4ltUlNTS13v5MmTFRYW5rw1atSoUuoH4IUsni4AAFAZalRIriwJCQk6fvy487Zv3z5PlwQAAAAP8uiY5PKKjo5WWlqay7K0tDTVqVNHwcHBslqtslqtJbaJjo4udb02m002m61SagYAAEDNU6N6kuPi4rRs2TKXZUuXLlVcXJwkKTAwUF26dHFp43A4tGzZMmcbAAAA4Gw8GpKzsrK0ceNGbdy4UdLpKd42btyovXv3Sjo9DGL48OHO9nfeeaf++OMPPfzww9q2bZtef/11LViwQP/+97+dbeLj4/Xmm29q7ty52rp1q+666y5lZ2c7Z7sAAAAAzsajwy3WrVun3r17O+/Hx8dLkkaMGKHExESlpKQ4A7MkNWvWTIsXL9a///1vvfLKKzrvvPP01ltvOad/k6Rhw4bp0KFDGj9+vFJTU9WxY0clJSUVO5kPANzC8HQBAIDK4NGQ3KtXLxlG6X9hSrqaXq9evfTzzz+fcb1jx47V2LFjK1oeAAAAfFSNGpMMANUOU8ABgFciJAMAAAAmhGQAAADAhJAMAAAAmBCSAQAAAJNzCskZGRl66623lJCQoKNHj0qSNmzYoAMHDri1OAAAAMATyj0F3KZNm9S3b1+FhYVp9+7dGjNmjMLDw/Xxxx9r7969evvttyujTgColpjcAgC8U7l7kuPj4zVy5Ejt2LFDQUFBzuXXXHONVq1a5dbiAAAAAE8od0j+6aefdMcddxRb3rBhQ6WmprqlKAAAAMCTyh2SbTabMjMziy3//fffFRkZ6ZaiAKCm4KrUAOCdyh2Sr7vuOk2cOFH5+fmSJIvFor179+qRRx7RDTfc4PYCAQAAgKpW7pD80ksvKSsrSw0aNNCpU6fUs2dPtWzZUrVr19YzzzxTGTUCAAAAVarcs1uEhYVp6dKlWr16tTZt2qSsrCx17txZffv2rYz6AAAAgCpX7pBc6PLLL9fll1/uzloAoMZhCjgA8E5lCsmvvvpqmVd43333nXMxAAAAQHVQppA8ZcoUl/uHDh3SyZMnVbduXUmnr8BXq1YtNWjQgJAMAACAGq9MJ+4lJyc7b88884w6duyorVu36ujRozp69Ki2bt2qzp0766mnnqrsegEAAIBKV+7ZLR5//HFNmzZNbdq0cS5r06aNpkyZov/85z9uLQ4AAADwhHKH5JSUFBUUFBRbbrfblZaW5paiAAAAAE8qd0ju06eP7rjjDm3YsMG5bP369brrrruYBg6Az7EwvQUAeKVyh+TZs2crOjpaXbt2lc1mk81mU7du3RQVFaW33nqrMmoEgGrL4LrUAOCVyj1PcmRkpL788kv9/vvv2rZtmySpbdu2at26tduLAwAAADzhnC8m0rp1a4IxAAAAvFK5Q/Lo0aPP+Pjs2bPPuRgAAACgOih3SD527JjL/fz8fG3ZskUZGRm68sor3VYYAAAA4CnlDsmffPJJsWUOh0N33XWXWrRo4ZaiAAAAAE8q9+wWJa7Ez0/x8fHFLl8NAN6OKeAAwDu5JSRL0q5du0q8yAgAAABQ05R7uEV8fLzLfcMwlJKSosWLF2vEiBFuKwwAAADwlHKH5J9//tnlvp+fnyIjI/XSSy+ddeYLAAAAoCYod0hevnx5ZdQBAAAAVBvlHpN85ZVXKiMjo9jyzMxMpoADAACAVyh3SF6xYoXy8vKKLc/JydG3337rlqIAAAAATyrzcItNmzY5f/7tt9+UmprqvG+325WUlKSGDRu6tzoAAADAA8ockjt27CiLxSKLxVLisIrg4GBNmzbNrcUBAAAAnlDmkJycnCzDMNS8eXOtXbtWkZGRzscCAwPVoEEDWa3WSikSAAAAqEplDslNmjSRdPoS1AAAAIA3K1NI/uyzzzRgwAAFBATos88+O2Pb6667zi2FAQAAAJ5SppA8ePBgpaamqkGDBho8eHCp7SwWi+x2u7tqAwAAADyiTCG56BALhlsAwF8sni4AAFApyj1PMgAAAODtytST/Oqrr5Z5hffdd985FwMAAABUB2UKyVOmTCnTyiwWCyEZgE8xPF0AAKBSlCkkJycnV3YdAAAAQLVRoTHJhmHIMOhHAQAAgHc5p5A8a9YsXXTRRQoKClJQUJAuuugivfXWW+6uDQCqPWa3AADvVOYr7hUaP368Xn75Zd17772Ki4uTJK1Zs0b//ve/tXfvXk2cONHtRQIAAABVqdwhecaMGXrzzTd18803O5ddd911at++ve69915CMgAAAGq8cg+3yM/PV9euXYst79KliwoKCtxSFAAAAOBJ5Q7J//rXvzRjxoxiy9944w3dcsstbikKAAAA8KRyD7eQTp+49/XXX+uSSy6RJP3444/au3evhg8frvj4eGe7l19+2T1VAgAAAFWo3CF5y5Yt6ty5syRp165dkqSIiAhFRERoy5YtznYWC+d8AwAAoGYqd0hevnx5ZdQBADUS/QEA4J0qdDERAPB1XE8JALxTuXuSc3JyNG3aNC1fvlzp6elyOBwuj2/YsMFtxQEAAACeUO6QfOutt+rrr7/WjTfeqG7dujH2GAAAAF6n3CH5iy++0JdffqnLLrusMuoBAAAAPK7cY5IbNmyo2rVrV0YtAAAAQLVQ7pD80ksv6ZFHHtGePXsqox4AqFEYcQYA3qncwy26du2qnJwcNW/eXLVq1VJAQIDL40ePHnVbcQAAAIAnlDsk33zzzTpw4IAmTZqkqKgoTtwDAACA1yl3SP7++++1Zs0adejQoTLqAQAAADyu3GOS27Ztq1OnTlVGLQAAAEC1UO6Q/Oyzz+qBBx7QihUrdOTIEWVmZrrcAAAAgJqu3MMt+vfvL0nq06ePy3LDMGSxWGS3291TGQAAAOAh5Q7Jy5cvL/WxzZs3V6gYAAAAoDood0ju2bOny/0TJ05o3rx5euutt7R+/XqNHTvWbcUBAAAAnlDuMcmFVq1apREjRigmJkYvvviirrzySv3www/urA0AAADwiHL1JKempioxMVGzZs1SZmamhg4dqtzcXC1atEgXXHBBZdUIAAAAVKky9yQPGjRIbdq00aZNmzR16lQdPHhQ06ZNq8zaAAAAAI8oc0j+6quvdOutt+rJJ5/UwIEDZbVa3VbE9OnT1bRpUwUFBal79+5au3ZtqW179eoli8VS7DZw4EBnm5EjRxZ7vHBWDgAAAOBsyhySV69erRMnTqhLly7q3r27XnvtNR0+fLjCBcyfP1/x8fGaMGGCNmzYoA4dOqhfv35KT08vsf3HH3+slJQU523Lli2yWq0aMmSIS7v+/fu7tJs3b16FawUAM4vF4ukSAACVoMwh+ZJLLtGbb76plJQU3XHHHfrggw8UGxsrh8OhpUuX6sSJE+dUwMsvv6wxY8Zo1KhRuuCCCzRz5kzVqlVLs2fPLrF9eHi4oqOjnbelS5eqVq1axUKyzWZzaVevXr1zqg8AAAC+p9yzW4SEhGj06NFavXq1Nm/erAceeEDPPvusGjRooOuuu65c68rLy9P69evVt2/fvwry81Pfvn21Zs2aMq1j1qxZuummmxQSEuKyfMWKFWrQoIHatGmju+66S0eOHCl1Hbm5uVw5EAAAAE7nPAWcJLVp00bPP/+89u/ff07DGQ4fPiy73a6oqCiX5VFRUUpNTT3r89euXastW7botttuc1nev39/vf3221q2bJmee+45rVy5UgMGDCj1aoCTJ09WWFiY89aoUaNyvxcAAAB4j3JfTKQkVqtVgwcP1uDBg92xujKbNWuW2rVrp27durksv+mmm5w/t2vXTu3bt1eLFi20YsWKYpfTlqSEhATFx8c772dmZhKUAZSJYRieLgEAUAkq1JNcUREREbJarUpLS3NZnpaWpujo6DM+Nzs7Wx988IFuvfXWs75O8+bNFRERoZ07d5b4uM1mU506dVxuAAAA8F0eDcmBgYHq0qWLli1b5lzmcDi0bNkyxcXFnfG5CxcuVG5urv75z3+e9XX279+vI0eOKCYmpsI1AwAAwPt5NCRLUnx8vN58803NnTtXW7du1V133aXs7GyNGjVKkjR8+HAlJCQUe96sWbM0ePBg1a9f32V5VlaWHnroIf3www/avXu3li1bpuuvv14tW7ZUv379quQ9AfAdTAEHAN7JLWOSK2LYsGE6dOiQxo8fr9TUVHXs2FFJSUnOk/n27t0rPz/XLL99+3atXr1aX3/9dbH1Wa1Wbdq0SXPnzlVGRoZiY2N19dVX66mnnpLNZquS9wQAAICazeMhWZLGjh2rsWPHlvjYihUrii1r06ZNqSfLBAcHa8mSJe4sDwAAAD7G48MtAAAAgOqGkAwAAACYEJIBAAAAE0IyAFQAc1sAgHciJAMAAAAmhGQAqAAuSg0A3omQDAAAAJgQkgEAAAATQjIAAABgQkgGAAAATAjJAFABTAEHAN6JkAwAAACYEJIBAAAAE0IyAAAAYEJIBgAAAEwIyQAAAIAJIRkAAAAwISQDAAAAJoRkAAAAwISQDAAAAJgQkgEAAAATQjIAAABgQkgGAAAATAjJAFARFk8XAACoDIRkAAAAwISQDAAAAJgQkgEAAAATQjIAVITh6QIAAJWBkAwAAACYEJIBAAAAE0IyAFQEU8ABgFciJAMAAAAmhGQAAADAhJAMAAAAmBCSAQAAABNCMgAAAGBCSAaACrAwvQUAeCVCMgAAAGBCSAaACjC4LjUAeCVCMgAAAGBCSAYAAABMCMkAAACACSEZAAAAMCEkA0AFMAUcAHgnQjIAAABgQkgGAAAATAjJAAAAgAkhGQAAADAhJAMAAAAmhGQAAADAhJAMAAAAmBCSAaACDBmeLgEAUAkIyQAAAIAJIRkAKoKOZADwSoRkAAAAwISQDAAAAJgQkgEAAAATQjIAVABDkgHAOxGSAQAAABNCMgBUgGHQlwwA3oiQDAAAAJgQkgHATehVBgDvQUgGAAAATAjJAFABdB4DgHciJAMAAAAmhGQAAADAhJAMABXAaAsA8E6EZAAAAMCEkAwAbsJJfADgPQjJAAAAgAkhGQAqgN5jAPBO1SIkT58+XU2bNlVQUJC6d++utWvXlto2MTFRFovF5RYUFOTSxjAMjR8/XjExMQoODlbfvn21Y8eOyn4bAAAA8BIeD8nz589XfHy8JkyYoA0bNqhDhw7q16+f0tPTS31OnTp1lJKS4rzt2bPH5fHnn39er776qmbOnKkff/xRISEh6tevn3Jycir77QDwMXQkA4B38nhIfvnllzVmzBiNGjVKF1xwgWbOnKlatWpp9uzZpT7HYrEoOjraeYuKinI+ZhiGpk6dqv/85z+6/vrr1b59e7399ts6ePCgFi1aVOL6cnNzlZmZ6XIDAACA7/JoSM7Ly9P69evVt29f5zI/Pz/17dtXa9asKfV5WVlZatKkiRo1aqTrr79ev/76q/Ox5ORkpaamuqwzLCxM3bt3L3WdkydPVlhYmPPWqFEjN7w7AL6GXmUA8B4eDcmHDx+W3W536QmWpKioKKWmppb4nDZt2mj27Nn69NNP9e6778rhcOjSSy/V/v37Jcn5vPKsMyEhQcePH3fe9u3bV9G3BgAAgBrM39MFlFdcXJzi4uKc9y+99FKdf/75+u9//6unnnrqnNZps9lks9ncVSIAX0L3MQB4JY/2JEdERMhqtSotLc1leVpamqKjo8u0joCAAHXq1Ek7d+6UJOfzKrJOAAAA+DaPhuTAwEB16dJFy5Ytcy5zOBxatmyZS2/xmdjtdm3evFkxMTGSpGbNmik6OtplnZmZmfrxxx/LvE4AAAD4No8Pt4iPj9eIESPUtWtXdevWTVOnTlV2drZGjRolSRo+fLgaNmyoyZMnS5ImTpyoSy65RC1btlRGRoZeeOEF7dmzR7fddpuk0zNfjBs3Tk8//bRatWqlZs2a6fHHH1dsbKwGDx7sqbcJAACAGsTjIXnYsGE6dOiQxo8fr9TUVHXs2FFJSUnOE+/27t0rP7+/OryPHTumMWPGKDU1VfXq1VOXLl30/fff64ILLnC2efjhh5Wdna3bb79dGRkZuvzyy5WUlFTsoiMAUFEGl9wDAK/k8ZAsSWPHjtXYsWNLfGzFihUu96dMmaIpU6accX0Wi0UTJ07UxIkT3VUiAJwVgRkAvIfHLyYCADWZxWLxdAkAgEpASAaACqD3GAC8EyEZAAAAMCEkA0AF0I8MAN6JkAwAAACYEJIBwE3oVQYA70FIBgAAAEwIyQBQAUxuAQDeiZAMAAAAmBCSAaACDEYiA4BXIiQDAAAAJoRkAKgAxiQDgHciJAOAmxCYAcB7EJIBAAAAE0IyAAAAYEJIBoAKYIQFAHgnQjIAAABgQkgGAAAATAjJAOAmXFgEALwHIRkAAAAwISQDQAUwNzIAeCdCMgAAAGBCSAaACqErGQC8ESEZAAAAMCEkA0AFMCYZALwTIRkA3ITADADeg5AMAAAAmBCSAQAAABNCMgBUAEMsAMA7EZIBAAAAE0IyAFSAwTzJAOCVCMkAAACACSEZAAAAMCEkAwAAACaEZAAAAMCEkAwAFcBpewDgnQjJAAAAgAkhGQAqgJ5kAPBOhGQAcBOuvgcA3oOQDAAVYCnyMxcWAQDvQUgGAAAATAjJAOAmDLcAAO9BSAYAAABMCMkA4CZ0JAOA9yAkA4CbGIy3AACvQUgGAAAATAjJAOAm9CMDgPcgJANABbjMk0xKBgCvQUgGAAAATAjJAOAu9CQDgNcgJAOAm3BZagDwHoRkAKgAi8uoZACAtyAkA4CbcOIeAHgPQjIAuAkZGQC8ByEZAAAAMCEkA4CbcFlqAPAehGQAAADAhJAMAG5CPzIAeA9CMgBUQNG5kRltAQDeg5AMAAAAmBCSAaACDJef6UoGAG9BSAYAdyEjA4DXICQDQAWQiwHAOxGSAcBNCMwA4D0IyQBQAUVntGB2CwDwHoRkAAAAwISQDAAV4DJPMgMuAMBrEJIBAAAAE0IyALgJY5IBwHsQkgGgIowSfwQA1HDVIiRPnz5dTZs2VVBQkLp37661a9eW2vbNN99Ujx49VK9ePdWrV099+/Yt1n7kyJGyWCwut/79+1f22wAAAICX8HhInj9/vuLj4zVhwgRt2LBBHTp0UL9+/ZSenl5i+xUrVujmm2/W8uXLtWbNGjVq1EhXX321Dhw44NKuf//+SklJcd7mzZtXFW8HgI9xuSw14y0AwGt4PCS//PLLGjNmjEaNGqULLrhAM2fOVK1atTR79uwS27/33nu6++671bFjR7Vt21ZvvfWWHA6Hli1b5tLOZrMpOjraeatXr15VvB0APoyMDADew6MhOS8vT+vXr1ffvn2dy/z8/NS3b1+tWbOmTOs4efKk8vPzFR4e7rJ8xYoVatCggdq0aaO77rpLR44cKXUdubm5yszMdLkBQFnQewwA3smjIfnw4cOy2+2KiopyWR4VFaXU1NQyreORRx5RbGysS9Du37+/3n77bS1btkzPPfecVq5cqQEDBshut5e4jsmTJyssLMx5a9So0bm/KQAAANR4/p4uoCKeffZZffDBB1qxYoWCgoKcy2+66Sbnz+3atVP79u3VokULrVixQn369Cm2noSEBMXHxzvvZ2ZmEpQBlInrmGSPlQEAcDOP9iRHRETIarUqLS3NZXlaWpqio6PP+NwXX3xRzz77rL7++mu1b9/+jG2bN2+uiIgI7dy5s8THbTab6tSp43IDAACA7/JoSA4MDFSXLl1cTrorPAkvLi6u1Oc9//zzeuqpp5SUlKSuXbue9XX279+vI0eOKCYmxi11A0Ahw2WeZLqSAcBbeHx2i/j4eL355puaO3eutm7dqrvuukvZ2dkaNWqUJGn48OFKSEhwtn/uuef0+OOPa/bs2WratKlSU1OVmpqqrKwsSVJWVpYeeugh/fDDD9q9e7eWLVum66+/Xi1btlS/fv088h4B+AaGWwCA9/D4mORhw4bp0KFDGj9+vFJTU9WxY0clJSU5T+bbu3ev/Pz+yvIzZsxQXl6ebrzxRpf1TJgwQU888YSsVqs2bdqkuXPnKiMjQ7Gxsbr66qv11FNPyWazVel7A+D9yMUA4J08HpIlaezYsRo7dmyJj61YscLl/u7du8+4ruDgYC1ZssRNlQFA2RGYAcB7eHy4BQDUZMyTDADeiZAMAG5CYAYA71EthlsA1cEfh7KUZ3eoracL8bA/DmXpj8PZujzfrqBAT1dT/Rml/AzvdzQ7T7X9HArwdCEAKgUhGZB0Mq9An/1yUJLkn56llueFn+UZ3qtwOxz6eb9uvryVh6sBqqctB47r+unfqWfTMM32dDEAKgXDLQBJqcdznD8fOpFzhpa+Y++Rk54uocZhtIXv+Pq3NNkdhr7dccjTpQCoJIRkQFK+/a90k51r92AlnsWY2nNglHoHXqzA7nD+7OC4AbwSIRmQ6x+87LwCD1biWbkFf20Hi8XiwUqA6i2/yP8ZdgchGfBGhGRAUoGjaE+y74bkk3l/9aL7kZHLpOilqOlQ9B2n8v86VgjJgHciJAMy9ST7dEj+670X7SlD2RCVfEdBkSFahGTAOxGSAbmOSc4r8N1weKpIT3JuPn/4y4LeY9+UV+RDZAEhGfBKhGRAUoHjrz94vtyDmpv/13vPKfDdExjLKuX4KS35NdV5n8DsO+hJBrwfIRmQ6x+8PLvv/sHLL/JhIdeHe9TL6vLnlrvcNxhw4TM4cQ/wfoRkQK7h0Jd7kot+WMjJpyf5bAhHvouQDHg/QjIg1zGFBT7ck1zAOMsKYbiF78hnuAXg9QjJgFx7hXy5Jzm/yB97X94OwNnQkwx4P0IyIMYkFyrak+zLs3ycK3qSfYfLiXsGxwrgjQjJgCQ7Y5IlufYk0zt2LthmviKPnmTA6xGSAbmOL/TpkMywE6BMik4byfh9wDsRkgG5DjPI9+XhFg6GW1QEwy18R34B37oA3o6QDMi1J8iXe1CLjrOkdwwoHSfuAd6PkAyI4RaFCtgOQJkUnVvdQUgGvBIhGZBpfmAfDocul+dmuMUZlXSxFYZb+I6iwy3IyIB3IiQDcp3VwZengMtnKrwyOZKVq7aPJxVbzmWpfUfRD5QOPh0BXomQDMh04p4P96C6XnHPd7fD2Xy5JdXTJcDDip7YSk8y4J0IyYA4ca+Q6+W5fXc7nI2llOV0KPqOoscKPcmAdyIkA+LEvUJFe8d8eSq8c8UW8x1F/58gJAPeiZAMSLK7hGTf/YPncuKewyGDP/5AMYZhuPw/wcgkwDsRkgG5hkNfnvO06BRwhuHb2+Jc8KHCN5jnEKcnGfBOhGRArrNb+PIJa+ZedF/uVS9Nvt2hHWknPF0GPMg8JIuQDHgnf08XAFQHrrM6+O4fPHPPcb7DoWBZPVRN9XTPexv09W9pJT5Gz7tvMH94ZLcD3omeZECuPcm+HHSK9ST78HR4pSktIEvSi1//XoWVwFPoSQZ8AyEZEPMDFzK/d1/uVT8X6/Yc9XQJqALFQjLHCeCVCMmAXE9Y8+WeZHMo9uXp8IDSFDDcAvAJhGRArsMt8u2Gz85SkGcKxeYwAIDZLQBfQUgGVPzqcr7aM2TeDr489AQojd3BmGTAFxCSARXvMfXVYQbm7cCY5L84HIZGJ/7k6TJQDTC7BeAbCMmAiveY+uq45HzT+2a4xV9+S8nUN9vSz9runvc2aOlvaUrPzKmCquAJ5v8fOHEP8E7MkwyIHtRC5uEWvtqjXpKy/k4s3pyixZtTJEkbx1+lurUCK7MseABTwAG+gZ5kQMX/6JnDoq/gw4J7bU/lynzeqFhPMocJ4JUIyYCKh0FfHW5hHnZCT/JfzmXGk037j/vsBy5vZh6T7Kuz4QDejpAMqIRhBr4aku18WCjNuWyJZ77cqsc/3eL2WuBZ5uPCTkgGvBIhGVDxniG7j56wVnzYiW9uB7PU4zma+r8d5/TceWv3ubkaeJr5GxdmSgS8EyfuASphmIGP/tUzh2SGW5w2cs5abWN8Mf5U/Ip7fJgEvBE9yYAYZlCo8H1b/rzPiXunVTQgM0WYd+GKe4BvICQDKt5z7KvDDAqHnfhb/f68T0+yO1zz6rec3OVFCr958vvz0yS7FvBOhGRAxXuOffVyzIXbwf/Pv/6++mHB3balnlBugW/+TnmjwuMkKMB6+j4pGfBKhGRAf4VBP8uf4dBHvx4vfN+FPcm+OuwEOJPCb1wKQ7LBcQJ4JUIyoL+GW/h6D2qBaTv46gmMRW05cNwt66Gz0XvY/zwugvz//DDJvgW8EiEZPs/uMJwBprAH1eeHW1h9+8NCIcMwdO201W5Z165DWYxL9hKF37jYCnuS2a+AVyIkw+cVPTnN18PhXz3JnLgnufdyw9dOW6231+xx3wrhMQV2xiQDvoCQDJ9XdPxx4TADXx2LW6wn2Ue3QyF3/x68+PV2t64PnlHgPHHv9J9QMjLgnQjJ8HlFL0kd4Bxu4Xt/9QzD+GsKOOfYbF/vSXbv7wHzJXuHwuMiyP90TzL7FfBOhGT4vKKXpLZafDccFv077+/DHxaKcndPMl/LewdzTzIXEwG8EyEZPu+vCwNY9OdQXJ8Mh0VPVvT1WT6k07Na3DZ3nVvXmZPv0NHsPLeuE1XPPE+yIU7eA7wRIRk+r+gcyX/Nk+x7PclFA7GvTwH3+KItunbaaq3544jb1935qaWasvR3HcnKdfu6UTWcwy3+DMmSe0/yBFA9EJLh8wpncPDzK3IxER/sQXU5gbFwuIUPboecfLve+aFyZ6F4ZdkOXfrsN9qRdqJSXweVwzzcQmLIBeCNCMnweYV/8KwWi/7sQPXN4Rb24sMtZq1O1mEf6vFcv+eouj3zvyp5rdwCh66asqpKXgvu5Zwn2b9oT7Lv/Z8BeDtCMnze/mMnJbkOt0j4eLN+2ZfhwaqqlsNh6MGFv0iSLJKshZ8WJN3z3gYPVVX1xry9Xpk5BVX6mltTMhnPWoMcP5mvN1b9IUmyFelJ3rzfPVdmBFB9EJLh0/YdPanRiadPzvLzs8hSJBw+8tEmT5VV5f44nK3l2w9JOn0SUuGHBUn6Mfmoh6qqWhkn8zxyUt2AV77Voo0Hqvx1cW7GvP3XyZyBVj/nt0+rdx7WznSGzwDehJAMn7apSO+PYRiy/pUNlVvgOyetHT+V73K/yGcFn9Fx4lKPvfZ7P+z12GujfNbu/utDo7+fn4p+B3AwI6fqCwJQaQjJ8GlFZ7HILXDIUqQHteiZ694uO9d1iIGfL6ZkD1q355jSMglYNY2/1eJytb08H/pgDfgCQjJ8WtHxp3aH4TLMwJfGiWaZQrLVQkiuat0nLfN0CSgnf9OHycyc/FJaAqiJCMnwaVlFQrLDMFQ0GzoMw2eCsjkk+1JG3nf0pK6esrJC6+hwXl33FIMaxWoKyeZvZADUbIRk+KxTeXbtMJ1o4ygy9dvvaVkaMnON1wfln3YfVcLHm12WmXuSmz66WDn59qosq8pM/OI3/Z6WVaF1nB9Tx03VoDrbmpLpcj/A6vondOIXv+mPQxX7XQJQfRCS4bNGJ/6kjze4zipgnh553Z5jOuLllxEeMXut8zK7hUoak7ziz9kvvM2pvOoT/vtPXaVjXv77VlPtTD+ha1791mWZuSdZkob+d01VlQSgkvl7ugDAE+wOo8RLDttL6DVe+luahnZtVOIfxJrO4TB0soSQ6FfCeIv/LNqs8+oF66KGYVVRWrmkZ+YosrZNkrTlQKY+/nm/lmxJVZ3gAN3du6V6tIxQvZDAYs/Lybfr4PFTFX59dw1P2ZZ6QjNX7lLCNeeX+Pi7P+zRj8lHtTM9S92bhWtg+xhd3DTc+bhhGC4nn8J9ftl3XOb/Hko6Tg5n8SEH8BaEZPicw1m5ur3IXKdFOUq40l7Cx5uVcTJfd/VqUdmlVandh7N17bTVJT5WUs46nJWna6et1upHeuu8erUqubqzS8/M0Zvf/qE3v00utc3B4zm6b97PkqSdzwxwXm670ODp3+mPQ9mVWmd5lTSsJT0zRy99/bvmr9vnXLY1JVOJ3+/Wte1jlH4iV78eOC4/P4u6N6uvUZc11WUtI6qybK82/6e9euSjzcWWl3aVvaaPLtaOZwYUG44BoGbhCIbXy8m36/jJfP12MFMHMk5pwme/asPejBLblvZH77mkbdp39GQlVlm1fvjjiAa//l2xE/YKnekSu5c/t9zjF01Yv+eYuk1adsaAbHbzmz8o+bBrIN6W6p734c7LmP96MLPYEJBb565zCchFfbEpRWuTjyo7z64TOQX639Y03fLWj7rznfXKLag+Q0lqIsMwtOTX1BIDsnTm4+SZxVuLzT8OoGahJxle65d9GXprdbIWbzpYbKxxacxjc4vq8fzyGt07ZBiG9h87pSn/+73YWGwzx1mme+378io9OqCtRl7atEzzSR/MOKWvf03VgnX79XvaCYUG+atHq0iNvLSJmtQP0U/JR1UnOEAFDkOXtqh/xm386rIdennp72d9TbOfdh/TXe+uV9K4K8r93LPJyberRWSoW9a1bs8x3fTmD/r0nsskSbNWJ2vzgfJf8jjp11Rd88q3mj3yYjWpHVBim+On8rV5/3Et356uoAA/BflbNaRrIzkMQ5v2Z+j7XUdk8/dTiM1fAy6KUfPIkBr7+19e6Zk5en3FLiV+v7vUNmf6/yLx+91K/H633rm1my5tEeGVw7UAb0dIhtdYv+eo0jJztfnAca36/ZB+PZh59ieZnC1Mt/q/rySdviLd9R0b6uKm4WoTHarOjetVi7Ggx7Lz9NGG/fpu52HtPnJSdYIDdEFMbR06kac9R7K1I71sZ96XZUaPZ7/apnfW7NGcURerSf1asvkXD8uGYei1b3bqJVOozTiZr89/OajPfzlY4rrvvbKlhnZtpEbhrsM6Pt144JwCcqFtqSf0/a7DimteX/N/Krln9ly4+yISv+zLcK73qS9+O+f17DqUrX5TV2nb432KPTZ7dbImlrBu874qNPV/OxQSaNVTgy/S3zufd8bXNQxDuQUO5dkdqm3zdx4b+XaHcvLtOpqdp/Pq1ZJFnrtwTeHveIHDcAb/XYeytDUlU1/8kqKkX1PPuo6yfPj+16y1p/+9pIn6XRitrk3r+dSFioCarFqE5OnTp+uFF15QamqqOnTooGnTpqlbt26ltl+4cKEef/xx7d69W61atdJzzz2na665xvm4YRiaMGGC3nzzTWVkZOiyyy7TjBkz1KpVq6p4O17nVJ5dFsvpXhOrn0U5+XYdO5mvH/44opx8u/PklYubhiu2bpDq1ip+glShArtD29NO6HBWnnaknVBkbZui6wQp/USuthw4ro37MpSamaOcfLvaNQzT+TF1NOLSpqofElhiCN2akqmvNqfo1W92uuW95tvLFnYchvTJzwf0yc9/9cjWtvnr/Jg6qhcSoJiwYDWPDFG+3VD6iRydyCnQ8ZP5KnA4FBMWrA6NwtSoXi3nSXApx3NUr1aAAqyne+2k03OuWixSfoGhE7n5CrX5a/+xU9pz5KS2HDyuJVtSlX4iV0EBfqofYtP2tJKHDhQGrvIoa8/7gYxTunrKKklS0/q1dHHTcHVoVFeS1LJBqKYv36lvdxwu9+tP+2anpn2zU2sSrlRMWLCk00NE7v9gY7nXZfaPN3/UwPYxWrwppcLrKtSkfi3tcvPUX19uTtFLX2+v8Hpy8h26ccb3mv/n8XskK1cvrtiueWvLfyns7Dy74hf8omVb05VwTVuXsel2h6F9R0/quaRtWvpbmssQlGYRIapbK0A/m4Y5hQUH6MYu5+m2Hs0UXSeo2DF+/FS+Nu7LUNKWVO1MP6G0zFzVDvJXu4Zh6ndRtOqHBGrZ1nT9ejBT6SdyFBRgVXitQF3SPFxN6oeoZ+tIWSyng/CeI9nadShbPyUf1Vuryz5M50ys5cj37/ywR+/8sMf5vvtfGK24FvVVO8hfjcNrqXZQgGz+fgoLPt3rb7Gcvgqo1c+i7NwC2R2GQoP8lVfgUGiRDx4AKo/HQ/L8+fMVHx+vmTNnqnv37po6dar69eun7du3q0GDBsXaf//997r55ps1efJkXXvttXr//fc1ePBgbdiwQRdddJEk6fnnn9err76quXPnqlmzZnr88cfVr18//fbbbwoKCjqnOnPy7SpwGPrjUJbsDkPhIYHaf+yUDmflKvNUvlKO58iQFBFqU+0gfzWtH6ILY+s4A09RqcdzdOxknn49mKm0zBw5HIZO5dtl87cq0N9Pv6ed0KETuTqRky9bgFX1agWoc+N6ahUVqosahiky1ObyH2SB3aHsXLu+33VYGafytffoSWWczFeozSo/i0Upx3O0+0i2jp3MU6DVT3VrBapFZIhaNgjV4E4NVa9WoLMnxTAM2R2GPly/X+v3HNMXm1J0qpzz48aEBemmixure/NwXdQwTMey8/TdzsNasG5fqWOBS5KWma7/bU3XtCIBuFF4sKwWy59B2r29d7F1g1U76NwPiRO5BVq7+6gbKyqbrFz3n1F/prGWpdl95KR2Hzmphev3u62OuMnfuG1dRbkzIEtSrUB/RdU5t/9bSnP3exvctq5f9mdo2podalg3WI9NXqZ8a8nDL8pq8eYULd6cort7tVD788I0a3Wyftp9rNT25rHghY6fytes1cma9Wdovf2K5goJ9Ne6PUfP+OHq14OZ+uAM3wSUpRfYHbo1q39Ozzt+Kl/z1+0rdZx5eXRvFq5mESFqf15d1Qq0KijATy0b1NapPLtqB/mrls2qA8dOae/Rk8q3GzqanSvDkI5k52n34dN/F9Iyc5VbYFf9EJschqEGdYJ0Xr1gNY8IUXRYkPz9LDqvXi0FBVidfwuDA6zKLTg9Dr5tdG2dzLNr16EsWSwWncorUMrx0zPOhNr8ZXcYatcwTKFB/qoVWPr/sQcyTulUnl0nck7/HQsOsMoWYNXvqSd08Pgp7T92Spmn8nUkO0/+fhbVDvJXnaAANY8MUYPaQWoTblPXvAL5+/mp9K4aV4VDZgzj9BVXPfXNhrvZHYYcf/49NwwpOPD0txcFdofshiGrxaI8u0NB/tZq+Z4dDkOGw1BegUP5DocCrX6yWFTiN5aVyWJ4+EoJ3bt318UXX6zXXntNkuRwONSoUSPde++9evTRR4u1HzZsmLKzs/XFF184l11yySXq2LGjZs6cKcMwFBsbqwceeEAPPvigJOn48eOKiopSYmKibrrpprPWlJmZqbCwMDUat0B+Ns+fxY/Kd3njOor/6UPZDUMjo/sqW775dWiAPV/3rFmgzo3r6daGV1U4TPmCAHu+Fh1fKbvD0IMtB+r3jOo3BVjhfpWk6XFD2a9u8LdODXVpi/p6+pONGrVyniS2raf52u95qM2/1JOvKyrQ6qcGdWyyOwylHM+p0Lrq1gpQgd1QRGigcvIdSs0seX3nsv8cuSe1b+pQHT9+XHXquP+iTh49AyMvL0/r169X3759ncv8/PzUt29frVlT8oTsa9ascWkvSf369XO2T05OVmpqqkubsLAwde/evdR15ubmKjMz0+UG3/Jj8hGt2nFI3+08rLwyDrnwZhv2lt4riOKW/pamb7alK/lI9ZpODpXnk58P6KEPN5U4zzhQFSorIEtSnt2h/cdOVTggS6fPQcnKLdDuIydLDcjVlUeHWxw+fFh2u11RUVEuy6OiorRt27YSn5Oamlpi+9TUVOfjhctKa2M2efJkPfnkk+f0HlA1LBYVm8jfLDjAqlP5dtUJ8pe/1U9Hz3DlssJP4Je3jFCA1SJrQb6a/h4iSerZOlJ2/9OfYI+dzFftIH9l5xYo324oO7dAf5i+Om5Q26bMnHzl5DtUPyRQJ3IKFFYrQMEBVu0tw7Rx/n4WBVj9XIa1XBBTR/VDA+XvZ1FmToGCA6ynT3oqcOhkboEOZJxS3eAAHSzhP7BAq5/y7A5F1wlScKBVNn8/Rda2Oc+uNwzJ0OnxlA5D+uNwlk7m2p1XFowIPf0Vac/Wkcq3Bijl+CnVrRUoiyRbgFUW/fX8Y3+Os44MtWnd7mM68ed/2hGhNh3OylV4SKAyT+UXmyLN78/XbtUgVBbL6XGzDWrbFBxolWFIfxzKUmjQ6a9pd5Uyj3GtQGuJAaVBbZti6gar1p9fB+8/dko5+XZl5pT8ByXAatFFDcN0JCtPe4+eVGxYkKxWixyO08N7CuyG/PwsCrBalHwoW43r15LVzyKrn5+sFpX4u5OVW6BfD2bq4qbhOpqdp80Hjrv8Dlv9LKoVaNWJnAJFhAa6DJepHeSvEyXUGhMWpPqhgTqWna8DGRW/AEpNFR4SKMMw5DBOHzvZeQVqf15dHcvOK/OJqZLUJqq20k7k6GSuXc0jQ5zbvHXU6VlKCn9n/SwW7UzPUrOIEDkMQzZ/176lwv2/+0i26gQFKMNuUcdGdWWR9MfhbLWJqi1bwOnn7D92SjvTs9ThvDBl59m101Rv4e+Iv59FVj+LcoucEBocYFV4SKCy8wqUcZKp5YCq4PExydVBQkKC4uPjnfczMzPVqFEjbXmyX6V036MaysuTDiyVJA0ecbEUWNYRbV4mL0+atFGSj2+H8qgJvztF9uu4x66pnjXWVEX2/7jHrmLbehK/5zXbOey/zMxMhU2tvJI8OtwiIiJCVqtVaWlpLsvT0tIUHR1d4nOio6PP2L7w3/Ks02azqU6dOi43AAAA+C6PhuTAwEB16dJFy5Ytcy5zOBxatmyZ4uLiSnxOXFycS3tJWrp0qbN9s2bNFB0d7dImMzNTP/74Y6nrBAAAAIry+HCL+Ph4jRgxQl27dlW3bt00depUZWdna9SoUZKk4cOHq2HDhpo8ebIk6f7771fPnj310ksvaeDAgfrggw+0bt06vfHGG5Iki8WicePG6emnn1arVq2cU8DFxsZq8ODBnnqbAAAAqEE8HpKHDRumQ4cOafz48UpNTVXHjh2VlJTkPPFu79698vP7q8P70ksv1fvvv6///Oc/euyxx9SqVSstWrTIOUeyJD388MPKzs7W7bffroyMDF1++eVKSko65zmSAQAA4Fs8HpIlaezYsRo7dmyJj61YsaLYsiFDhmjIkCGlrs9isWjixImaOHGiu0oEAACAD/HomGQAAACgOiIkAwAAACaEZAAAAMCEkAwAAACYEJIBAAAAE0IyAAAAYEJIBgAAAEwIyQAAAIAJIRkAAAAwISQDAAAAJoRkAAAAwISQDAAAAJgQkgEAAAATQjIAAABgQkgGAAAATAjJAAAAgAkhGQAAADAhJAMAAAAmhGQAAADAhJAMAAAAmPh7uoDqyDAMSVJmZqaHK0GVycuTcnNP/5yZKQUGerYeT2E7lF9N2GY1ocaaim1bfbAvarZz2H+FOa0wt7mbxaisNddgf/zxh1q0aOHpMgAAAHAWu3btUvPmzd2+XnqSSxAeHi5J2rt3r8LCwjxcDYrKzMxUo0aNtG/fPtWpU8fT5cCE/VN9sW+qL/ZN9cb+qb6OHz+uxo0bO3ObuxGSS+Dnd3qodlhYGAdENVWnTh32TTXG/qm+2DfVF/umemP/VF+Fuc3t662UtQIAAAA1GCEZAAAAMCEkl8Bms2nChAmy2WyeLgUm7Jvqjf1TfbFvqi/2TfXG/qm+KnvfMLsFAAAAYEJPMgAAAGBCSAYAAABMCMkAAACACSEZAAAAMPGZkDx58mRdfPHFql27tho0aKDBgwdr+/btLm1ycnJ0zz33qH79+goNDdUNN9ygtLQ0lzZ79+7VwIEDVatWLTVo0EAPPfSQCgoKqvKteJ2y7JtevXrJYrG43O68806XNuybyjFjxgy1b9/eOZF+XFycvvrqK+fjHDeec7Z9w3FTfTz77LOyWCwaN26ccxnHTvVQ0r7h2PGcJ554oti2b9u2rfPxKj1uDB/Rr18/Y86cOcaWLVuMjRs3Gtdcc43RuHFjIysry9nmzjvvNBo1amQsW7bMWLdunXHJJZcYl156qfPxgoIC46KLLjL69u1r/Pzzz8aXX35pREREGAkJCZ54S16jLPumZ8+expgxY4yUlBTn7fjx487H2TeV57PPPjMWL15s/P7778b27duNxx57zAgICDC2bNliGAbHjSedbd9w3FQPa9euNZo2bWq0b9/euP/++53LOXY8r7R9w7HjORMmTDAuvPBCl21/6NAh5+NVedz4TEg2S09PNyQZK1euNAzDMDIyMoyAgABj4cKFzjZbt241JBlr1qwxDMMwvvzyS8PPz89ITU11tpkxY4ZRp04dIzc3t2rfgBcz7xvDOP0fVtH/wMzYN1WrXr16xltvvcVxUw0V7hvD4LipDk6cOGG0atXKWLp0qcv+4NjxvNL2jWFw7HjShAkTjA4dOpT4WFUfNz4z3MLs+PHjkqTw8HBJ0vr165Wfn6++ffs627Rt21aNGzfWmjVrJElr1qxRu3btFBUV5WzTr18/ZWZm6tdff63C6r2bed8Ueu+99xQREaGLLrpICQkJOnnypPMx9k3VsNvt+uCDD5Sdna24uDiOm2rEvG8Kcdx41j333KOBAwe6HCMSf3Oqg9L2TSGOHc/ZsWOHYmNj1bx5c91yyy3au3evpKo/bvzd8F5qHIfDoXHjxumyyy7TRRddJElKTU1VYGCg6tat69I2KipKqampzjZFN3rh44WPoeJK2jeS9I9//ENNmjRRbGysNm3apEceeUTbt2/Xxx9/LIl9U9k2b96suLg45eTkKDQ0VJ988okuuOACbdy4kePGw0rbNxLHjad98MEH2rBhg3766adij/E3x7POtG8kjh1P6t69uxITE9WmTRulpKToySefVI8ePbRly5YqP258MiTfc8892rJli1avXu3pUmBS2r65/fbbnT+3a9dOMTEx6tOnj3bt2qUWLVpUdZk+p02bNtq4caOOHz+uDz/8UCNGjNDKlSs9XRZU+r654IILOG48aN++fbr//vu1dOlSBQUFebocFFGWfcOx4zkDBgxw/ty+fXt1795dTZo00YIFCxQcHFyltfjccIuxY8fqiy++0PLly3Xeeec5l0dHRysvL08ZGRku7dPS0hQdHe1sYz6DsvB+YRucu9L2TUm6d+8uSdq5c6ck9k1lCwwMVMuWLdWlSxdNnjxZHTp00CuvvMJxUw2Utm9KwnFTddavX6/09HR17txZ/v7+8vf318qVK/Xqq6/K399fUVFRHDsecrZ9Y7fbiz2HY8dz6tatq9atW2vnzp1V/jfHZ0KyYRgaO3asPvnkE33zzTdq1qyZy+NdunRRQECAli1b5ly2fft27d271zm+Ly4uTps3b1Z6erqzzdKlS1WnTh3n15sov7Ptm5Js3LhRkhQTEyOJfVPVHA6HcnNzOW6qocJ9UxKOm6rTp08fbd68WRs3bnTeunbtqltuucX5M8eOZ5xt31it1mLP4djxnKysLO3atUsxMTFV/zenvGcd1lR33XWXERYWZqxYscJlWpGTJ08629x5551G48aNjW+++cZYt26dERcXZ8TFxTkfL5xW5OqrrzY2btxoJCUlGZGRkUz5UkFn2zc7d+40Jk6caKxbt85ITk42Pv30U6N58+bGFVdc4VwH+6byPProo8bKlSuN5ORkY9OmTcajjz5qWCwW4+uvvzYMg+PGk860bzhuqh/zjAkcO9VH0X3DseNZDzzwgLFixQojOTnZ+O6774y+ffsaERERRnp6umEYVXvc+ExIllTibc6cOc42p06dMu6++26jXr16Rq1atYy//e1vRkpKist6du/ebQwYMMAIDg42IiIijAceeMDIz8+v4nfjXc62b/bu3WtcccUVRnh4uGGz2YyWLVsaDz30kMuclYbBvqkso0ePNpo0aWIEBgYakZGRRp8+fZwB2TA4bjzpTPuG46b6MYdkjp3qo+i+4djxrGHDhhkxMTFGYGCg0bBhQ2PYsGHGzp07nY9X5XFjMQzDOOc+cAAAAMAL+cyYZAAAAKCsCMkAAACACSEZAAAAMCEkAwAAACaEZAAAAMCEkAwAAACYEJIBAAAAE0IyAAAAYEJIBgC4VV5enlq2bKnvv//eretNSkpSx44d5XA43LpeACgJIRkAzmDkyJGyWCzFbjt37vR0adXWzJkz1axZM1166aXOZRaLRYsWLSrWduTIkRo8eHCZ1tu/f38FBATovffec1OlAFA6QjIAnEX//v2VkpLicmvWrFmxdnl5eR6ornoxDEOvvfaabr311kpZ/8iRI/Xqq69WyroBoChCMgCchc1mU3R0tMvNarWqV69eGjt2rMaNG6eIiAj169dPkrRlyxYNGDBAoaGhioqK0r/+9S8dPnzYub7s7GwNHz5coaGhiomJ0UsvvaRevXpp3LhxzjYl9bzWrVtXiYmJzvv79u3T0KFDVbduXYWHh+v666/X7t27nY8X9tK++OKLiomJUf369XXPPfcoPz/f2SY3N1ePPPKIGjVqJJvNppYtW2rWrFkyDEMtW7bUiy++6FLDxo0bz9iTvn79eu3atUsDBw4s51aWdu/eXWKvfa9evZxtBg0apHXr1mnXrl3lXj8AlAchGQAqYO7cuQoMDNR3332nmTNnKiMjQ1deeaU6deqkdevWKSkpSWlpaRo6dKjzOQ899JBWrlypTz/9VF9//bVWrFihDRs2lOt18/Pz1a9fP9WuXVvffvutvvvuO4WGhqp///4uPdrLly/Xrl27tHz5cs2dO1eJiYkuQXv48OGaN2+eXn31VW3dulX//e9/FRoaKovFotGjR2vOnDkurztnzhxdccUVatmyZYl1ffvtt2rdurVq165drvcjSY0aNXLprf/5559Vv359XXHFFc42jRs3VlRUlL799ttyrx8AysUAAJRqxIgRhtVqNUJCQpy3G2+80TAMw+jZs6fRqVMnl/ZPPfWUcfXVV7ss27dvnyHJ2L59u3HixAkjMDDQWLBggfPxI0eOGMHBwcb999/vXCbJ+OSTT1zWExYWZsyZM8cwDMN45513jDZt2hgOh8P5eG5urhEcHGwsWbLEWXuTJk2MgoICZ5shQ4YYw4YNMwzDMLZv325IMpYuXVriez9w4IBhtVqNH3/80TAMw8jLyzMiIiKMxMTEUrfX/fffb1x55ZXFlksygoKCXLZjSEiI4e/vb1x//fXF2p86dcro3r27ce211xp2u93lsU6dOhlPPPFEqTUAgDv4ezaiA0D117t3b82YMcN5PyQkxPlzly5dXNr+8ssvWr58uUJDQ4utZ9euXTp16pTy8vLUvXt35/Lw8HC1adOmXDX98ssv2rlzZ7Ee25ycHJehCBdeeKGsVqvzfkxMjDZv3izp9NAJq9Wqnj17lvgasbGxGjhwoGbPnq1u3brp888/V25uroYMGVJqXadOnVJQUFCJj02ZMkV9+/Z1WfbII4/IbrcXazt69GidOHFCS5culZ+f65eewcHBOnnyZKk1AIA7EJIB4CxCQkJKHV5QNDBLUlZWlgYNGqTnnnuuWNuYmJgyz4phsVhkGIbLsqJjibOystSlS5cSZ3qIjIx0/hwQEFBsvYVTqAUHB5+1jttuu03/+te/NGXKFM2ZM0fDhg1TrVq1Sm0fERHhDOFm0dHRxbZj7dq1lZGR4bLs6aef1pIlS7R27doSh20cPXrU5T0CQGUgJAOAG3Xu3FkfffSRmjZtKn//4v/FtmjRQgEBAfrxxx/VuHFjSdKxY8f0+++/u/ToRkZGKiUlxXl/x44dLr2nnTt31vz589WgQQPVqVPnnGpt166dHA6HVq5cWayHt9A111yjkJAQzZgxQ0lJSVq1atUZ19mpUyfNmDFDhmHIYrGUu6aPPvpIEydO1FdffaUWLVoUe7ywp7xTp07lXjcAlAcn7gGAG91zzz06evSobr75Zv3000/atWuXlixZolGjRslutys0NFS33nqrHnroIX3zzTfasmWLRo4cWWxIwZVXXqnXXntNP//8s9atW6c777zTpVf4lltuUUREhK6//np9++23Sk5O1ooVK3Tfffdp//79Zaq1adOmGjFihEaPHq1FixY517FgwQJnG6vVqpEjRyohIUGtWrVSXFzcGdfZu3dvZWVl6ddffy3HVjtty5YtGj58uB555BFdeOGFSk1NVWpqqo4ePeps88MPP8hms521DgCoKEIyALhRbGysvvvuO9ntdl199dVq166dxo0bp7p16zqD8AsvvKAePXpo0KBB6tu3ry6//PJiY5tfeuklNWrUSD169NA//vEPPfjggy7DHGrVqqVVq1apcePG+vvf/67zzz9ft956q3JycsrVszxjxgzdeOONuvvuu9W2bVuNGTNG2dnZLm1uvfVW5eXladSoUWddX/369fW3v/3tnC74sW7dOp08eVJPP/20YmJinLe///3vzjbz5s3TLbfccsYhHwDgDhbDPOgNAFDlevXqpY4dO2rq1KmeLqWYb7/9Vn369NG+ffsUFRV11vabNm3SVVddpV27dpV4AuO5Onz4sNq0aaN169aVeDEXAHAnepIBACXKzc3V/v379cQTT2jIkCFlCsiS1L59ez333HNKTk52az27d+/W66+/TkAGUCU4cQ8AUKJ58+bp1ltvVceOHfX222+X67kjR450ez1du3ZV165d3b5eACgJwy0AAAAAE4ZbAAAAACaEZAAAAMCEkAwAAACYEJIBAAAAE0IyAAAAYEJIBgAAAEwIyQAAAIAJIRkAAAAw+X9hmzKLOkcPhgAAAABJRU5ErkJggg==", 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" ] @@ -360,40 +423,38 @@ } ], "source": [ - "# Plot Frequency Prevelance with Note Overview\n", "fig, ax = plt.subplots(figsize=(8, 8))\n", "plt.plot(freqs, fourier_transform)\n", - "# Only plot positive Frequencies (hz) in range of notes (200-600)\n", "ax.set_xlim(left=200, right=500) \n", - "# A note: 440 hz\n", - "plt.axvline(x=a_freq, color=\"red\", label=\"A\",alpha=0.5)\n", - "# B Note: 494 hz\n", - "plt.axvline(x=b_freq, color=\"red\", label=\"B\",alpha=0.5)\n", - "# C Note: 261 hz\n", - "plt.axvline(x=c_freq, color=\"red\", label=\"C\",alpha=0.5)\n", - "# D Note: 293 hz\n", - "plt.axvline(x=d_freq, color=\"red\", label=\"D\",alpha=0.5)\n", - "# E Note: 330 hz\n", - "plt.axvline(x=e_freq, color=\"red\", label=\"E\",alpha=0.5)\n", - "# F Note: 350 hz\n", - "plt.axvline(x=f_freq, color=\"red\", label=\"F\",alpha=0.5)\n", - "# G Note: 392 hz\n", - "plt.axvline(x=g_freq, color=\"red\", label=\"G\",alpha=0.5)\n", - "plt.title(\"Signal Frequency Prevelance (FFT)\")\n", + "plt.axvline(x=a_freq, color=\"red\", label=\"A\",alpha=0.5) # A note: 440 hz\n", + "plt.axvline(x=b_freq, color=\"red\", label=\"B\",alpha=0.5) # B Note: 494 hz\n", + "plt.axvline(x=c_freq, color=\"red\", label=\"C\",alpha=0.5) # C Note: 261 hz\n", + "plt.axvline(x=d_freq, color=\"red\", label=\"D\",alpha=0.5) # D Note: 293 hz\n", + "plt.axvline(x=e_freq, color=\"red\", label=\"E\",alpha=0.5) # E Note: 330 hz\n", + "plt.axvline(x=f_freq, color=\"red\", label=\"F\",alpha=0.5) # F Note: 350 hz\n", + "plt.axvline(x=g_freq, color=\"red\", label=\"G\",alpha=0.5) # G Note: 392 hz\n", + "plt.title(\"Signal Frequency Prevalence (FFT)\")\n", "plt.xlabel('Frequency (Hz)')\n", "plt.ylabel('Amplitude')\n", "plt.legend()\n", "plt.show()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Fast Fourier Transform Predicts Four Notes" + ] + }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 43, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -403,26 +464,42 @@ } ], "source": [ - "# Plot Frequency Prevelance with Note Overview\n", "fig, ax = plt.subplots(figsize=(8, 8))\n", "plt.plot(freqs, fourier_transform)\n", - "# Only plot positive Frequencies (hz) in range of notes (200-600)\n", "ax.set_xlim(left=200, right=500) \n", - "# C Note: 261 hz\n", - "plt.axvline(x=c_freq, color=\"red\", label=\"C\",alpha=0.5)\n", - "# D Note: 293 hz\n", - "plt.axvline(x=d_freq, color=\"red\", label=\"D\",alpha=0.5)\n", - "# E Note: 330 hz\n", - "plt.axvline(x=e_freq, color=\"red\", label=\"E\",alpha=0.5)\n", - "# G Note: 391 hz\n", - "plt.axvline(x=g_freq, color=\"red\", label=\"G\",alpha=0.5)\n", - "plt.title(\"Signal Frequency Prevelance (FFT)\")\n", + "plt.axvline(x=c_freq, color=\"red\", label=\"C\",alpha=0.5) # C Note: 261 hz\n", + "plt.axvline(x=d_freq, color=\"green\", label=\"D\",alpha=0.5) # D Note: 293 hz\n", + "plt.axvline(x=e_freq, color=\"orange\", label=\"E\",alpha=0.5) # E Note: 330 hz\n", + "plt.axvline(x=g_freq, color=\"purple\", label=\"G\",alpha=0.5) # G Note: 391 hz\n", + "plt.title(\"Signal Frequency Prevalence (FFT)\")\n", "plt.xlabel('Frequency (Hz)')\n", "plt.ylabel('Amplitude')\n", "plt.legend()\n", "plt.show()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Now What?\n", + "\n", + "Fourier Transform has been able to illustrate that there are four notes: C, D, E, and G. But what order are the notes in? And how frequently is each note used? Fourier Transform can only give information about the frequency and a ratio of how prevelant a note is (for example, in Jingle Bells, E is significantly more common than any other note).\n", + "\n", + "But to determine **both** frequency **and** time, you'll need a different tool: **wavelet**" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Wavelet Transform - Frequency and Time\n", + "\n", + "### What is a Wavelet\n", + "\n", + "TODO" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -448,7 +525,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Time-Series Data" + "### Time-Series Data\n", + "\n", + "TODO" ] }, { @@ -465,7 +544,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 44, "metadata": {}, "outputs": [ { @@ -532,7 +611,7 @@ "\n", "Wavelet matches various frequencies by stretching and shrinking the mother wavelet based on a range of possible scales.\n", "\n", - "- Streched Wavelet: A large wavelet will capture large features, low frequencies, slow changing frequencies\n", + "- Stretched Wavelet: A large wavelet will capture large features, low frequencies, slow S frequencies\n", "- Shrunk Wavelet: A small wavelet will capture small features and high frequencies, sudden changing frequencies" ] }, @@ -540,70 +619,23 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Wavelet Transform - Frequency and Time" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Last Section\n", + "### Continuous Wavelet Transform (CWT) vs. Discrete Wavelet Transform (DWT)\n", "\n", - "If you're comfortable, and as we briefly used for our embedded logo up top, you can embed raw html into Jupyter Markdown cells (edit to see):" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "
\n", - "

Info

\n", - " Your relevant information here!\n", - "
" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Feel free to copy this around and edit or play around with yourself. Some other `admonitions` you can put in:" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "
\n", - "

Success

\n", - " We got this done after all!\n", - "
" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "
\n", - "

Warning

\n", - " Be careful!\n", - "
" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "
\n", - "

Danger

\n", - " Scary stuff be here.\n", - "
" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We also suggest checking out Jupyter Book's [brief demonstration](https://jupyterbook.org/content/metadata.html#jupyter-cell-tags) on adding cell tags to your cells in Jupyter Notebook, Lab, or manually. Using these cell tags can allow you to [customize](https://jupyterbook.org/interactive/hiding.html) how your code content is displayed and even [demonstrate errors](https://jupyterbook.org/content/execute.html#dealing-with-code-that-raises-errors) without altogether crashing our loyal army of machines!" + "There are two classes of wavelets: continuous and discrete wavelet transforms. \n", + "\n", + "The continuous wavelet transform (CWT) are useful when working with time-frequency data and working with changing frequencies. From [MathWorks](https://www.mathworks.com/discovery/wavelet-transforms.html):\n", + "\n", + "> Analyzing a hyperbolic chirp signal (left) with two components that vary over time in MATLAB. The short-time Fourier transform (center) does not clearly distinguish the instantaneous frequencies, but the continuous wavelet transform (right) accurately captures them\n", + "\n", + "

\n", + " \"MathWorks\n", + "

\n", + "\n", + "Discrete wavelets transforms (DWT) are useful when working with images for tasks like denoising or compressing an image while preserving important details.\n", + "\n", + "

\n", + " \"MathWorks\n", + "

" ] }, { @@ -629,14 +661,8 @@ "metadata": {}, "source": [ "## Resources and references\n", - "Finally, be rigorous in your citations and references as necessary. Give credit where credit is due. Also, feel free to link to relevant external material, further reading, documentation, etc. Then you're done! Give yourself a quick review, a high five, and send us a pull request. A few final notes:\n", - " - `Kernel > Restart Kernel and Run All Cells...` to confirm that your notebook will cleanly run from start to finish\n", - " - `Kernel > Restart Kernel and Clear All Outputs...` before committing your notebook, our machines will do the heavy lifting\n", - " - Take credit! Provide author contact information if you'd like; if so, consider adding information here at the bottom of your notebook\n", - " - Give credit! Attribute appropriate authorship for referenced code, information, images, etc.\n", - " - Only include what you're legally allowed: **no copyright infringement or plagiarism**\n", - " \n", - "Thank you for your contribution!" + " - [MathWorks Wavelet Transforms](https://www.mathworks.com/discovery/wavelet-transforms.html)\n", + " " ] } ], From 528094d17d094fe99128214937a25352ab1332a1 Mon Sep 17 00:00:00 2001 From: cyschneck <22159116+cyschneck@users.noreply.github.com> Date: Fri, 26 Jul 2024 13:23:29 -0600 Subject: [PATCH 08/12] fix commit merge --- .../example-workflows/jingle-bells.ipynb | 9 +++ .../wavelet-introduction/wavelet-basics.ipynb | 57 ++----------------- 2 files changed, 13 insertions(+), 53 deletions(-) diff --git a/notebooks/example-workflows/jingle-bells.ipynb b/notebooks/example-workflows/jingle-bells.ipynb index c88afb8..7448e81 100644 --- a/notebooks/example-workflows/jingle-bells.ipynb +++ b/notebooks/example-workflows/jingle-bells.ipynb @@ -66,6 +66,13 @@ "---" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Background" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -76,6 +83,7 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -102,6 +110,7 @@ "metadata": {}, "source": [ "### Input Values\n", + "- data: input data as a array_like\n", "- scales: array_like collection of the scales to use (np.arange(s0, jtot, dj))\n", "- wavelet: name of Mother wavelet\n", "- sampling_period: optional sampling period for frequencies output" diff --git a/notebooks/wavelet-introduction/wavelet-basics.ipynb b/notebooks/wavelet-introduction/wavelet-basics.ipynb index b54af25..660698e 100644 --- a/notebooks/wavelet-introduction/wavelet-basics.ipynb +++ b/notebooks/wavelet-introduction/wavelet-basics.ipynb @@ -29,28 +29,12 @@ "source": [ "## Overview\n", "\n", - "Time-series data refers to when data is collected over time, making the order of the data collection and not just the value important. Time-series data can include anything from atmospheric data over a year where the maximum and minimum values corresponds to specific days in a year.\n", - "\n", - "For the purpose of an example, imagine a short piece of music. Each note in the piece can be any note from A to F. Each note varies based on frequency to produce different pitches and notes. Frequency measures the amount of cycles over a single second. A higher frequency is associated with a higher pitch, like an A note, while a lower frequency is associated with a lower pitch, like a C notes.\n", - "\n", - "| Note | Freq |\n", - "|--------|--------|\n", - "| A note | 440 hz |\n", - "| B note | 494 hz |\n", - "| C note | 261 hz |\n", - "| D note | 293 hz |\n", - "| E note | 330 hz |\n", - "| F note | 350 hz |\n", - "| G note | 392 hz |\n", - "\n", - "However, just graphing that a B and a D note appear in the piece does not encapulsate all the information. What is the order? BDDB is very different from DDDDBD. This is the importance of time and order in data that is lost in first passes of signal processing with tools like Fourier Transform.\n", - "\n", "1. Prerequistites\n", "2. Background\n", "3. Load Wav File for Audio\n", "4. Fourier Transform - Frequency, but not Time\n", - "5. Wavelet Terminology\n", - "6. Wavelet Transform - Frequency and Time" + "6. Wavelet Transform - Frequency and Time\n", + "7. Wavelet Terminology" ] }, { @@ -76,14 +60,6 @@ "Time-series data refers to when data is collected over time, making the order of the data collection and not just the value important. For the purpose of an example, imagine a short piece of music. Each note in the piece can be any note from A to G. Each note varies based on frequency to produce different notes. A higher frequency is associated with a higher pitch, like an A note, while a lower frequency is associated with a lower pitch, like a C note.\n", "\n", "With tools like Fourier Transform, it will be obvious when a B and a D note appears in the piece of music. However, this does not encapulsate all the information. What is the order? BDDB is very different from DDDDBD. This is the importance of time and order in data that is lost in first passes of signal processing with tools like Fourier Transform. The power of wavelets is that it can return both information about the frequency and information about the time when the frequency occurred." - "| [Intro to Numpy]| Necessary | Familiarity with working with arrays |\n", - "| [Intro to SciPy] | Helpful | Familiarity with working with wave files and FFT |\n", - "\n", - "- **Time to learn**: estimate in minutes. For a rough idea, use 5 mins per subsection, 10 if longer; add these up for a total. Safer to round up and overestimate.\n", - "- **System requirements**:\n", - " - Populate with any system, version, or non-Python software requirements if necessary\n", - " - Otherwise use the concepts table above and the Imports section below to describe required packages as necessary\n", - " - If no extra requirements, remove the **System requirements** point altogether" ] }, { @@ -112,18 +88,6 @@ "from scipy.io import wavfile # loading in wav files\n", "import matplotlib.pyplot as plt # plot data (fourier transform and wav files)\n", "from scipy.fftpack import fft, fftfreq # working with Fourier Transforms" - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import pandas as pd\n", - "from scipy.fftpack import fft, fftfreq\n", - "from scipy.io import wavfile\n", - "import math\n", - "import pywt # PyWavelets\n", - "plt.style.use('dark_background')" ] }, { @@ -170,9 +134,8 @@ "output_type": "stream", "text": [ "Sample Rate: 10000\n", - "duration = 15.6991 seconds (sample rate and audioBuffer = 156991 / 10000)\n", - "len of audio file = 156991\n", - "Total Length in time = 156991\n" + "duration = 15.6991 seconds (is the ratio of sample rate and data = 156991 / 10000)\n", + "length of audio file = 156991 time steps\n" ] } ], @@ -187,18 +150,6 @@ "metadata": {}, "source": [ "### Convert .wav file to pandas dataframe" - "# Load .wav file data\n", - "sample_rate, signal_data = wavfile.read('jingle_bells.wav')\n", - "\n", - "# Frequency determines the chord\n", - "\n", - "duration = len(signal_data) / sample_rate\n", - "time = np.arange(0, duration, 1/sample_rate) \n", - "\n", - "print(f\"Sample Rate: {sample_rate}\")\n", - "print(f\"duration = {duration} seconds (sample rate and audioBuffer = {len(signal_data)} / {sample_rate})\")\n", - "print(f\"len of audio file = {len(signal_data)}\")\n", - "print(f\"Total Length in time = {len(time)}\")" ] }, { From 62bc012bb270876089c50a8393e70312dbdc45c8 Mon Sep 17 00:00:00 2001 From: cyschneck <22159116+cyschneck@users.noreply.github.com> Date: Fri, 26 Jul 2024 13:38:53 -0600 Subject: [PATCH 09/12] resolve toc workflow --- _toc.yml | 2 +- .../example-workflows/jingle-bells.ipynb | 2 +- notebooks/example-workflows/nino3.ipynb | 81 ++++++------------ notebooks/example-workflows/spy-keypad.ipynb | 32 +++---- .../wavelet-introduction/wavelet-basics.ipynb | 83 +++---------------- 5 files changed, 54 insertions(+), 146 deletions(-) diff --git a/_toc.yml b/_toc.yml index 4725260..8659918 100644 --- a/_toc.yml +++ b/_toc.yml @@ -10,5 +10,5 @@ parts: - caption: Example Workflows chapters: - file: notebooks/example-workflows/jingle-bells - - file: notebooks/example-workflows/spy-sounds + - file: notebooks/example-workflows/spy-keypad - file: notebooks/example-workflows/nino3 diff --git a/notebooks/example-workflows/jingle-bells.ipynb b/notebooks/example-workflows/jingle-bells.ipynb index 7448e81..a858c4b 100644 --- a/notebooks/example-workflows/jingle-bells.ipynb +++ b/notebooks/example-workflows/jingle-bells.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "\"Project" + "[IMAGE]" ] }, { diff --git a/notebooks/example-workflows/nino3.ipynb b/notebooks/example-workflows/nino3.ipynb index ea7e440..b61b26a 100644 --- a/notebooks/example-workflows/nino3.ipynb +++ b/notebooks/example-workflows/nino3.ipynb @@ -89,9 +89,17 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Updating file 'registry.txt' from 'https://github.com/NCAR/GeoCAT-datafiles/raw/main/registry.txt' to '/home/user/.cache/geocat'.\n" + ] + } + ], "source": [ "import pywt # PyWavelets\n", "import numpy as np # complex numbers (real and imaginary)\n", @@ -116,7 +124,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -126,7 +134,7 @@ "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[7], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;66;03m#nino_url = 'https://paos.colorado.edu/research/wavelets/wave_idl/nino3sst.txt'\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;66;03m#nino3_data = np.genfromtxt(nino_url, skip_header=19)\u001b[39;00m\n\u001b[0;32m----> 3\u001b[0m nino3_data \u001b[38;5;241m=\u001b[39m xr\u001b[38;5;241m.\u001b[39mopen_dataset(gcd\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mascii_files/sst_nino3.dat\u001b[39m\u001b[38;5;124m'\u001b[39m))\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28mprint\u001b[39m(nino3_data)\n", + "Cell \u001b[0;32mIn[2], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;66;03m#nino_url = 'https://paos.colorado.edu/research/wavelets/wave_idl/nino3sst.txt'\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;66;03m#nino3_data = np.genfromtxt(nino_url, skip_header=19)\u001b[39;00m\n\u001b[0;32m----> 3\u001b[0m nino3_data \u001b[38;5;241m=\u001b[39m xr\u001b[38;5;241m.\u001b[39mopen_dataset(gcd\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mascii_files/sst_nino3.dat\u001b[39m\u001b[38;5;124m'\u001b[39m))\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28mprint\u001b[39m(nino3_data)\n", "File \u001b[0;32m~/miniconda3/envs/wavelet_tutorial/lib/python3.11/site-packages/xarray/backends/api.py:552\u001b[0m, in \u001b[0;36mopen_dataset\u001b[0;34m(filename_or_obj, engine, chunks, cache, decode_cf, mask_and_scale, decode_times, decode_timedelta, use_cftime, concat_characters, decode_coords, drop_variables, inline_array, chunked_array_type, from_array_kwargs, backend_kwargs, **kwargs)\u001b[0m\n\u001b[1;32m 549\u001b[0m kwargs\u001b[38;5;241m.\u001b[39mupdate(backend_kwargs)\n\u001b[1;32m 551\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m engine \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 552\u001b[0m engine \u001b[38;5;241m=\u001b[39m plugins\u001b[38;5;241m.\u001b[39mguess_engine(filename_or_obj)\n\u001b[1;32m 554\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m from_array_kwargs \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 555\u001b[0m from_array_kwargs \u001b[38;5;241m=\u001b[39m {}\n", "File \u001b[0;32m~/miniconda3/envs/wavelet_tutorial/lib/python3.11/site-packages/xarray/backends/plugins.py:197\u001b[0m, in \u001b[0;36mguess_engine\u001b[0;34m(store_spec)\u001b[0m\n\u001b[1;32m 189\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 190\u001b[0m error_msg \u001b[38;5;241m=\u001b[39m (\n\u001b[1;32m 191\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfound the following matches with the input file in xarray\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms IO \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 192\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mbackends: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mcompatible_engines\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m. But their dependencies may not be installed, see:\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 193\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhttps://docs.xarray.dev/en/stable/user-guide/io.html \u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 194\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhttps://docs.xarray.dev/en/stable/getting-started-guide/installing.html\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 195\u001b[0m )\n\u001b[0;32m--> 197\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(error_msg)\n", "\u001b[0;31mValueError\u001b[0m: did not find a match in any of xarray's currently installed IO backends ['scipy']. Consider explicitly selecting one of the installed engines via the ``engine`` parameter, or installing additional IO dependencies, see:\nhttps://docs.xarray.dev/en/stable/getting-started-guide/installing.html\nhttps://docs.xarray.dev/en/stable/user-guide/io.html" @@ -149,20 +157,9 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, ax = plt.subplots(figsize=(10, 10))\n", "plt.title(\"El Niño Sea Surface Temperature\")\n", @@ -195,7 +192,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -221,17 +218,9 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cmor1.5-1\n" - ] - } - ], + "outputs": [], "source": [ "bandwidth = 1.5\n", "center_freq = 1\n", @@ -248,7 +237,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -267,7 +256,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -277,20 +266,9 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, ax = plt.subplots(figsize=(10, 10))\n", "\n", diff --git a/notebooks/example-workflows/spy-keypad.ipynb b/notebooks/example-workflows/spy-keypad.ipynb index 25de384..c801076 100644 --- a/notebooks/example-workflows/spy-keypad.ipynb +++ b/notebooks/example-workflows/spy-keypad.ipynb @@ -86,7 +86,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -102,7 +102,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -136,7 +136,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -169,7 +169,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -236,7 +236,7 @@ "4 0.0004 21618" ] }, - "execution_count": 6, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -248,12 +248,12 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 20, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -275,7 +275,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -327,7 +327,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 22, "metadata": {}, "outputs": [ { @@ -378,7 +378,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 23, "metadata": {}, "outputs": [ { @@ -425,16 +425,16 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 14, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, @@ -459,7 +459,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -486,10 +486,10 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 15, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, diff --git a/notebooks/wavelet-introduction/wavelet-basics.ipynb b/notebooks/wavelet-introduction/wavelet-basics.ipynb index 6d8dd99..feb0ef5 100644 --- a/notebooks/wavelet-introduction/wavelet-basics.ipynb +++ b/notebooks/wavelet-introduction/wavelet-basics.ipynb @@ -52,20 +52,6 @@ "- **Time to learn**: 45 minutes" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Background\n", - "Time-series data refers to when data is collected over time, making the order of the data collection and not just the value important. For the purpose of an example, imagine a short piece of music. Each note in the piece can be any note from A to G. Each note varies based on frequency to produce different notes. A higher frequency is associated with a higher pitch, like an A note, while a lower frequency is associated with a lower pitch, like a C note.\n", - "\n", - "With tools like Fourier Transform, it will be obvious when a B and a D note appears in the piece of music. However, this does not encapulsate all the information. What is the order? BDDB is very different from DDDDBD. This is the importance of time and order in data that is lost in first passes of signal processing with tools like Fourier Transform. The power of wavelets is that it can return both information about the frequency and information about the time when the frequency occurred." - "| [Intro to Numpy]| Necessary | Familiarity with working with arrays |\n", - "| [Intro to SciPy] | Helpful | Familiarity with working with wave files and FFT |\n", - "\n", - "- **Time to learn**: 45 minutes" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -92,16 +78,6 @@ }, { "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [], - "source": [ - "import pywt # PyWavelets\n", - "import numpy as np # working with arrays\n", - "import pandas as pd # working with dataframes\n", - "from scipy.io import wavfile # loading in wav files\n", - "import matplotlib.pyplot as plt # plot data (fourier transform and wav files)\n", - "from scipy.fftpack import fft, fftfreq # working with Fourier Transforms" "execution_count": 2, "metadata": {}, "outputs": [], @@ -137,7 +113,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -150,7 +126,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -169,24 +145,6 @@ "print(f\"length of audio file = {len(signal_data)} time steps\")" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Convert .wav file to pandas dataframe" - "# Load .wav file data\n", - "sample_rate, signal_data = wavfile.read('jingle_bells.wav')\n", - "\n", - "# Frequency determines the chord\n", - "\n", - "duration = len(signal_data) / sample_rate\n", - "time = np.arange(0, duration, 1/sample_rate) \n", - "\n", - "print(f\"Sample Rate: {sample_rate}\")\n", - "print(f\"duration = {duration} seconds (is the ratio of sample rate and data = {len(signal_data)} / {sample_rate})\")\n", - "print(f\"length of audio file = {len(signal_data)} time steps\")" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -196,7 +154,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -263,7 +221,7 @@ "4 0.0004 -8540" ] }, - "execution_count": 36, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -282,7 +240,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -308,7 +266,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -368,24 +326,7 @@ }, { "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [], - "source": [ - "fourier_transform = abs(fft(signal_data))\n", - "freqs = fftfreq(len(fourier_transform), (1/sample_rate))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plot Frequency Prevalence from Fast Fourier Transform" - ] - }, - { - "cell_type": "code", - "execution_count": 39, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -402,7 +343,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -434,7 +375,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -467,7 +408,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -508,7 +449,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -603,7 +544,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 13, "metadata": {}, "outputs": [ { From 08cdd30e7d98edb76e677e9b6ce477ac65789657 Mon Sep 17 00:00:00 2001 From: cyschneck <22159116+cyschneck@users.noreply.github.com> Date: Fri, 26 Jul 2024 13:46:51 -0600 Subject: [PATCH 10/12] direct from xr to url --- notebooks/example-workflows/nino3.ipynb | 79 ++++++++++++++++--------- 1 file changed, 51 insertions(+), 28 deletions(-) diff --git a/notebooks/example-workflows/nino3.ipynb b/notebooks/example-workflows/nino3.ipynb index b61b26a..eaf7170 100644 --- a/notebooks/example-workflows/nino3.ipynb +++ b/notebooks/example-workflows/nino3.ipynb @@ -89,17 +89,9 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 5, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Updating file 'registry.txt' from 'https://github.com/NCAR/GeoCAT-datafiles/raw/main/registry.txt' to '/home/user/.cache/geocat'.\n" - ] - } - ], + "outputs": [], "source": [ "import pywt # PyWavelets\n", "import numpy as np # complex numbers (real and imaginary)\n", @@ -124,27 +116,25 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 11, "metadata": {}, "outputs": [ { - "ename": "ValueError", - "evalue": "did not find a match in any of xarray's currently installed IO backends ['scipy']. Consider explicitly selecting one of the installed engines via the ``engine`` parameter, or installing additional IO dependencies, see:\nhttps://docs.xarray.dev/en/stable/getting-started-guide/installing.html\nhttps://docs.xarray.dev/en/stable/user-guide/io.html", + "ename": "NameError", + "evalue": "name 'nino_url' is not defined", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[2], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;66;03m#nino_url = 'https://paos.colorado.edu/research/wavelets/wave_idl/nino3sst.txt'\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;66;03m#nino3_data = np.genfromtxt(nino_url, skip_header=19)\u001b[39;00m\n\u001b[0;32m----> 3\u001b[0m nino3_data \u001b[38;5;241m=\u001b[39m xr\u001b[38;5;241m.\u001b[39mopen_dataset(gcd\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mascii_files/sst_nino3.dat\u001b[39m\u001b[38;5;124m'\u001b[39m))\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28mprint\u001b[39m(nino3_data)\n", - "File \u001b[0;32m~/miniconda3/envs/wavelet_tutorial/lib/python3.11/site-packages/xarray/backends/api.py:552\u001b[0m, in \u001b[0;36mopen_dataset\u001b[0;34m(filename_or_obj, engine, chunks, cache, decode_cf, mask_and_scale, decode_times, decode_timedelta, use_cftime, concat_characters, decode_coords, drop_variables, inline_array, chunked_array_type, from_array_kwargs, backend_kwargs, **kwargs)\u001b[0m\n\u001b[1;32m 549\u001b[0m kwargs\u001b[38;5;241m.\u001b[39mupdate(backend_kwargs)\n\u001b[1;32m 551\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m engine \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 552\u001b[0m engine \u001b[38;5;241m=\u001b[39m plugins\u001b[38;5;241m.\u001b[39mguess_engine(filename_or_obj)\n\u001b[1;32m 554\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m from_array_kwargs \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 555\u001b[0m from_array_kwargs \u001b[38;5;241m=\u001b[39m {}\n", - "File \u001b[0;32m~/miniconda3/envs/wavelet_tutorial/lib/python3.11/site-packages/xarray/backends/plugins.py:197\u001b[0m, in \u001b[0;36mguess_engine\u001b[0;34m(store_spec)\u001b[0m\n\u001b[1;32m 189\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 190\u001b[0m error_msg \u001b[38;5;241m=\u001b[39m (\n\u001b[1;32m 191\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfound the following matches with the input file in xarray\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms IO \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 192\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mbackends: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mcompatible_engines\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m. But their dependencies may not be installed, see:\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 193\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhttps://docs.xarray.dev/en/stable/user-guide/io.html \u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 194\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhttps://docs.xarray.dev/en/stable/getting-started-guide/installing.html\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 195\u001b[0m )\n\u001b[0;32m--> 197\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(error_msg)\n", - "\u001b[0;31mValueError\u001b[0m: did not find a match in any of xarray's currently installed IO backends ['scipy']. Consider explicitly selecting one of the installed engines via the ``engine`` parameter, or installing additional IO dependencies, see:\nhttps://docs.xarray.dev/en/stable/getting-started-guide/installing.html\nhttps://docs.xarray.dev/en/stable/user-guide/io.html" + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[11], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;66;03m#nino_url = 'https://paos.colorado.edu/research/wavelets/wave_idl/nino3sst.txt'\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m nino3_data \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mgenfromtxt(nino_url, skip_header\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m19\u001b[39m)\n\u001b[1;32m 3\u001b[0m \u001b[38;5;66;03m#nino3_data = xr.open_dataset(gcd.get('ascii_files/sst_nino3.dat'))\u001b[39;00m\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28mprint\u001b[39m(nino3_data)\n", + "\u001b[0;31mNameError\u001b[0m: name 'nino_url' is not defined" ] } ], "source": [ - "#nino_url = 'https://paos.colorado.edu/research/wavelets/wave_idl/nino3sst.txt'\n", - "#nino3_data = np.genfromtxt(nino_url, skip_header=19)\n", - "nino3_data = xr.open_dataset(gcd.get('ascii_files/sst_nino3.dat'))\n", + "nino_url = 'https://paos.colorado.edu/research/wavelets/wave_idl/nino3sst.txt'\n", + "nino3_data = np.genfromtxt(nino_url, skip_header=19)\n", + "#nino3_data = xr.open_dataset(gcd.get('ascii_files/sst_nino3.dat'))\n", "print(nino3_data)" ] }, @@ -157,9 +147,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "fig, ax = plt.subplots(figsize=(10, 10))\n", "plt.title(\"El Niño Sea Surface Temperature\")\n", @@ -192,7 +193,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -218,9 +219,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cmor1.5-1\n" + ] + } + ], "source": [ "bandwidth = 1.5\n", "center_freq = 1\n", @@ -237,9 +246,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "ValueError", + "evalue": "v cannot be empty", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[10], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m scales \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marange(\u001b[38;5;241m1\u001b[39m, jtot \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m1\u001b[39m, dj)\n\u001b[0;32m----> 2\u001b[0m wavelet_coeffs, freqs \u001b[38;5;241m=\u001b[39m pywt\u001b[38;5;241m.\u001b[39mcwt(\n\u001b[1;32m 3\u001b[0m data\u001b[38;5;241m=\u001b[39mnino3_data, scales\u001b[38;5;241m=\u001b[39mscales, wavelet\u001b[38;5;241m=\u001b[39mwavelet_mother, sampling_period\u001b[38;5;241m=\u001b[39mdt\n\u001b[1;32m 4\u001b[0m )\n", + "File \u001b[0;32m~/miniconda3/envs/wavelet_tutorial/lib/python3.11/site-packages/pywt/_cwt.py:158\u001b[0m, in \u001b[0;36mcwt\u001b[0;34m(data, scales, wavelet, sampling_period, method, axis)\u001b[0m\n\u001b[1;32m 156\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m method \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mconv\u001b[39m\u001b[38;5;124m'\u001b[39m:\n\u001b[1;32m 157\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m data\u001b[38;5;241m.\u001b[39mndim \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m1\u001b[39m:\n\u001b[0;32m--> 158\u001b[0m conv \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mconvolve(data, int_psi_scale)\n\u001b[1;32m 159\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 160\u001b[0m \u001b[38;5;66;03m# batch convolution via loop\u001b[39;00m\n\u001b[1;32m 161\u001b[0m conv_shape \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlist\u001b[39m(data\u001b[38;5;241m.\u001b[39mshape)\n", + "File \u001b[0;32m~/miniconda3/envs/wavelet_tutorial/lib/python3.11/site-packages/numpy/core/numeric.py:833\u001b[0m, in \u001b[0;36mconvolve\u001b[0;34m(a, v, mode)\u001b[0m\n\u001b[1;32m 831\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ma cannot be empty\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 832\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(v) \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[0;32m--> 833\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mv cannot be empty\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 834\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m multiarray\u001b[38;5;241m.\u001b[39mcorrelate(a, v[::\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m], mode)\n", + "\u001b[0;31mValueError\u001b[0m: v cannot be empty" + ] + } + ], "source": [ "scales = np.arange(1, jtot + 1, dj)\n", "wavelet_coeffs, freqs = pywt.cwt(\n", From dd926b032aae67b9e0b1b23138bd2e4f89e37c87 Mon Sep 17 00:00:00 2001 From: cyschneck <22159116+cyschneck@users.noreply.github.com> Date: Fri, 26 Jul 2024 13:52:13 -0600 Subject: [PATCH 11/12] replace header images --- notebooks/example-workflows/nino3.ipynb | 181 +++++++++---------- notebooks/example-workflows/spy-keypad.ipynb | 35 ++-- 2 files changed, 98 insertions(+), 118 deletions(-) diff --git a/notebooks/example-workflows/nino3.ipynb b/notebooks/example-workflows/nino3.ipynb index eaf7170..803f1a4 100644 --- a/notebooks/example-workflows/nino3.ipynb +++ b/notebooks/example-workflows/nino3.ipynb @@ -4,6 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ + "Weekly Sea Surface Temperature Patterns from NOAA\n", "

\n", " \"Weekly\n", "

" @@ -89,7 +90,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -116,18 +117,55 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 13, "metadata": {}, "outputs": [ { - "ename": "NameError", - "evalue": "name 'nino_url' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[11], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;66;03m#nino_url = 'https://paos.colorado.edu/research/wavelets/wave_idl/nino3sst.txt'\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m nino3_data \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mgenfromtxt(nino_url, skip_header\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m19\u001b[39m)\n\u001b[1;32m 3\u001b[0m \u001b[38;5;66;03m#nino3_data = xr.open_dataset(gcd.get('ascii_files/sst_nino3.dat'))\u001b[39;00m\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28mprint\u001b[39m(nino3_data)\n", - "\u001b[0;31mNameError\u001b[0m: name 'nino_url' is not defined" + "name": "stdout", + "output_type": "stream", + "text": [ + "[-0.15 -0.3 -0.14 -0.41 -0.46 -0.66 -0.5 -0.8 -0.95 -0.72 -0.31 -0.71\n", + " -1.04 -0.77 -0.86 -0.84 -0.41 -0.49 -0.48 -0.72 -1.21 -0.8 0.16 0.46\n", + " 0.4 1. 2.17 2.5 2.34 0.8 0.14 -0.06 -0.34 -0.71 -0.34 -0.73\n", + " -0.48 -0.11 0.22 0.51 0.51 0.25 -0.1 -0.33 -0.42 -0.23 -0.53 -0.44\n", + " -0.3 0.15 0.09 0.19 -0.06 0.25 0.3 0.81 0.26 0.1 0.34 1.01\n", + " -0.31 -0.9 -0.73 -0.92 -0.73 -0.31 -0.03 0.12 0.37 0.82 1.22 1.83\n", + " 1.6 0.34 -0.72 -0.87 -0.85 -0.4 -0.39 -0.65 0.07 0.67 0.39 0.03\n", + " -0.17 -0.76 -0.87 -1.36 -1.1 -0.99 -0.78 -0.93 -0.87 -0.44 -0.34 -0.5\n", + " -0.39 -0.04 0.42 0.62 0.17 0.23 1.03 1.54 1.09 0.01 0.12 -0.27\n", + " -0.47 -0.41 -0.37 -0.36 -0.39 0.43 1.05 1.58 1.25 0.86 0.6 0.21\n", + " 0.19 -0.23 -0.29 0.18 0.12 0.71 1.42 1.59 0.93 -0.25 -0.66 -0.95\n", + " -0.47 0.06 0.7 0.81 0.78 1.43 1.22 1.05 0.44 -0.35 -0.67 -0.84\n", + " -0.66 -0.45 -0.12 -0.2 -0.16 -0.47 -0.52 -0.79 -0.8 -0.62 -0.86 -1.29\n", + " -1.04 -1.05 -0.75 -0.81 -0.9 -0.25 0.62 1.22 0.96 0.21 -0.11 -0.25\n", + " -0.24 -0.43 0.23 0.67 0.78 0.41 0.98 1.28 1.45 1.02 0.03 -0.59\n", + " -1.34 -0.99 -1.49 -1.74 -1.33 -0.55 -0.51 -0.36 -0.99 0.32 1.04 1.41\n", + " 0.99 0.66 0.5 0.22 0.71 -0.16 0.38 0. -1.11 -1.04 0.05 -0.64\n", + " -0.34 -0.5 -1.85 -0.94 -0.78 0.29 0.27 0.69 -0.06 -0.83 -0.8 -1.02\n", + " -0.96 -0.09 0.62 0.87 1.03 0.7 -0.1 -0.31 0.04 -0.46 0.04 0.24\n", + " -0.08 -0.28 0.06 0.05 -0.31 0.11 0.27 0.26 0.04 0.12 1.11 1.53\n", + " 1.23 0.17 -0.18 -0.56 0.05 0.41 0.22 0.04 -0.19 -0.46 -0.65 -1.06\n", + " -0.54 0.14 0.25 -0.21 -0.73 -0.43 0.48 0.26 0.05 0.11 -0.27 -0.08\n", + " -0.1 0.29 -0.15 -0.28 -0.55 -0.44 -1.4 -0.55 -0.69 0.58 0.37 0.42\n", + " 1.83 1.23 0.65 0.41 1.03 0.64 -0.07 0.98 0.36 -0.3 -1.33 -1.39\n", + " -0.94 0.34 -0. -0.15 0.06 0.39 0.36 -0.49 -0.53 0.35 0.07 -0.24\n", + " 0.2 -0.22 -0.68 -0.44 0.02 -0.22 -0.3 -0.59 0.1 -0.02 -0.27 -0.6\n", + " -0.48 -0.37 -0.53 -1.35 -1.22 -0.99 -0.34 -0.79 -0.24 0.02 0.69 0.78\n", + " 0.17 -0.17 -0.29 -0.27 0.31 0.44 0.38 0.24 -0.13 -0.89 -0.76 -0.71\n", + " -0.37 -0.59 -0.63 -1.47 -0.4 -0.18 -0.37 -0.43 -0.06 0.61 1.33 1.19\n", + " 1.13 0.31 0.14 0.03 0.21 0.15 -0.22 -0.02 0.03 -0.17 0.12 -0.35\n", + " -0.06 0.38 -0.45 -0.32 -0.33 -0.49 -0.14 -0.56 -0.18 0.46 1.09 1.04\n", + " 0.23 -0.99 -0.59 -0.92 -0.28 0.52 1.31 1.45 0.61 -0.11 -0.18 -0.39\n", + " -0.39 -0.36 -0.5 -0.81 -1.1 -0.29 0.57 0.68 0.78 0.78 0.63 0.98\n", + " 0.49 -0.42 -1.34 -1.2 -1.18 -0.65 -0.42 -0.97 -0.28 0.77 1.77 2.22\n", + " 1.05 -0.67 -0.99 -1.52 -1.17 -0.22 -0.04 -0.45 -0.46 -0.75 -0.7 -1.38\n", + " -1.15 -0.01 0.97 1.1 0.68 -0.02 -0.04 0.47 0.3 -0.55 -0.51 -0.09\n", + " -0.01 0.34 0.61 0.58 0.33 0.38 0.1 0.18 -0.3 -0.06 -0.28 0.12\n", + " 0.58 0.89 0.93 2.39 2.44 1.92 0.64 -0.24 0.27 -0.13 -0.16 -0.54\n", + " -0.13 -0.37 -0.78 -0.22 0.03 0.25 0.31 1.03 1.1 1.05 1.11 1.28\n", + " 0.57 -0.55 -1.16 -0.99 -0.38 0.01 -0.29 0.09 0.46 0.57 0.24 0.39\n", + " 0.49 0.86 0.51 0.95 1.25 1.33 -0. 0.34 0.66 1.11 0.34 0.48\n", + " 0.56 0.39 -0.17 1.04 0.77 0.12 -0.35 -0.22 0.08 -0.08 -0.18 -0.06]\n" ] } ], @@ -147,12 +185,12 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -193,7 +231,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -219,7 +257,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -246,23 +284,9 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 17, "metadata": {}, - "outputs": [ - { - "ename": "ValueError", - "evalue": "v cannot be empty", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[10], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m scales \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marange(\u001b[38;5;241m1\u001b[39m, jtot \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m1\u001b[39m, dj)\n\u001b[0;32m----> 2\u001b[0m wavelet_coeffs, freqs \u001b[38;5;241m=\u001b[39m pywt\u001b[38;5;241m.\u001b[39mcwt(\n\u001b[1;32m 3\u001b[0m data\u001b[38;5;241m=\u001b[39mnino3_data, scales\u001b[38;5;241m=\u001b[39mscales, wavelet\u001b[38;5;241m=\u001b[39mwavelet_mother, sampling_period\u001b[38;5;241m=\u001b[39mdt\n\u001b[1;32m 4\u001b[0m )\n", - "File \u001b[0;32m~/miniconda3/envs/wavelet_tutorial/lib/python3.11/site-packages/pywt/_cwt.py:158\u001b[0m, in \u001b[0;36mcwt\u001b[0;34m(data, scales, wavelet, sampling_period, method, axis)\u001b[0m\n\u001b[1;32m 156\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m method \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mconv\u001b[39m\u001b[38;5;124m'\u001b[39m:\n\u001b[1;32m 157\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m data\u001b[38;5;241m.\u001b[39mndim \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m1\u001b[39m:\n\u001b[0;32m--> 158\u001b[0m conv \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mconvolve(data, int_psi_scale)\n\u001b[1;32m 159\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 160\u001b[0m \u001b[38;5;66;03m# batch convolution via loop\u001b[39;00m\n\u001b[1;32m 161\u001b[0m conv_shape \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlist\u001b[39m(data\u001b[38;5;241m.\u001b[39mshape)\n", - "File \u001b[0;32m~/miniconda3/envs/wavelet_tutorial/lib/python3.11/site-packages/numpy/core/numeric.py:833\u001b[0m, in \u001b[0;36mconvolve\u001b[0;34m(a, v, mode)\u001b[0m\n\u001b[1;32m 831\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ma cannot be empty\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 832\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(v) \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[0;32m--> 833\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mv cannot be empty\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 834\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m multiarray\u001b[38;5;241m.\u001b[39mcorrelate(a, v[::\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m], mode)\n", - "\u001b[0;31mValueError\u001b[0m: v cannot be empty" - ] - } - ], + "outputs": [], "source": [ "scales = np.arange(1, jtot + 1, dj)\n", "wavelet_coeffs, freqs = pywt.cwt(\n", @@ -279,7 +303,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -289,9 +313,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", 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bbsrPZjOcd955+Na3voVf/uVfxv3udz/s3r0b119/PS6++GLH+nDXu94Vj3rUo/DWt74Vv/Irv4KPfvSjuPbaa/Gyl73MljHlX/7yl+PBD34wS6vJjOXDPPsnf/InOOWUU4LfJ5P5tuHdu3fje7/3e5PlcsbrT//0T3HxxRfjqU99Kn7xF38RBw4cQF3XeOlLX+pYfA4cOIDLL78c7373u3HppZfi0ksvxetf/3pcdNFFeOMb3wigfe/zzjsPv/RLv8S2e9/73jf7HU888UR83/d9H77v+74P5557Lj74wQ/iy1/+spP5LIWNHgcf1KJmIFlEZrMZ+700Zpux9goKCgoWgSJoFBRsc/zwD/8wfvM3fxO/8Ru/ge/7vu9bWL2GCbzqqquC36688kqcdNJJUWsGAHznd36nFSZWV1fxiEc8wjJrk8kED3vYw3DZZZfh6quvxoEDByzz+ulPfxqf//zn8cY3vtEJ/pZcfZ7xjGfgp37qp3DVVVfhLW95C3bt2oUnP/nJ9vd73eteAFqtdw5TT2GePXDgQPLZMVmmFom3v/3tuOc974m/+qu/cmjhLkdcWVnBk5/8ZDz5yU9G0zT4qZ/6KfzBH/wBnv/85+Pe97437nWve+H2228f3F8pPPShD8UHP/hBfPWrX3UEjS984Qv4nu/5Hvv59ttvx1e/+lX85//8nwHkj8M973lPAMBnPvOZKB1jxspYvPxL/risZwUFBQXHAkqMRkHBNoexalx++eV417vetbB673KXu+DBD34w3vjGNzqM1Wc+8xn8wz/8g2UAY5hMJnj4wx+Oyy67DJdddpmNzzA4++yz8aEPfQgf/ehHnVSoRuNLNbxa6yD9qsEP/MAPoK5r/Pmf/zne9ra34UlPepIjBJ111lm4173uhVe84hW4/fbbg+dj9zqcf/752LdvH17ykpc4rkjcs6bNo3XbNNdvH/vYx/DP//zPTjk/41lVVXjQgx4EADh8+DCANqPXP//zP+Pd73530M7NN9+M9fV1kY6vfe1ruOKKK4Lvjxw5gve+972oqiq4rPIP//APnf597Wtfi/X1dVxwwQUA8sfh5JNPxqMf/Wj88R//Ma699lqnDO2XMWN1xhlnoK7rID7l937v97LrKCgoKNhKKBaNgoItgEsvvRRXXnll8P3ZZ59tNbDzwMRq0BSmi8DLX/5yXHDBBXjEIx6BH/uxH8Mdd9yBV73qVdi/f3/27dfnnHOODdT171U4++yz7a3YND7jfve7H+51r3vhF37hF3D99ddj3759+Mu//EvRh/3AgQP4nu/5HvzP//k/cdttt+EZz3iG83tVVfijP/ojXHDBBXjgAx+IH/mRH8Gpp56K66+/Hu9///uxb98+m/rUx759+/Da174W//W//ld853d+J575zGfi5JNPxrXXXou//du/xSMf+Ui8+tWvBtAKNEB7K/b555+Puq7xzGc+M6ufFoEnPelJ+Ku/+it8//d/P574xCfi6quvxu///u/jAQ94gCNg/fiP/zi+9a1v4bGPfSxOO+00fPnLX8arXvUqPPjBD8b9739/AMAv/uIv4l3vehee9KQn4eKLL8ZZZ52FgwcP4tOf/jTe/va345prrsFJJ53E0vEf//Ef+K7v+i489rGPxeMe9ziccsopuOGGG/Dnf/7n+OQnP4mf/dmfDZ49cuQIHve4x+HCCy/EVVddhd/7vd/DOeecY610Q8bhd3/3d3HOOefgO7/zO/ETP/ETuMc97oFrrrkGf/u3f2vXiBmrX/3VX8Uzn/lMTKdTPPnJT45a6fbv34+nP/3peNWrXgWlFO51r3vhb/7mb5LxKgUFBQVbFkct31VBQUESsfS28NJhYmB621hbOeltuTo4Gv7xH/9RP/KRj9Q7d+7U+/bt009+8pP1FVdckfX+Wmv97ne/WwPQk8lEHzx40Pntm9/8plZKaQD6Yx/7mPPbFVdcob/3e79X79mzR5900kn62c9+tv7kJz8Z9JvB6173Og1A7927V99xxx0sLf/+7/+un/a0p+kTTzxRr66u6jPOOENfeOGF+r3vfa8t46e3NXj/+9+vzz//fL1//369Y8cOfa973UtffPHF+hOf+IQts76+rv+//+//0yeffLJ9rxge85jH6Ac+8IHRMrFy/tg2TaNf8pKX6DPOOEOvrq7qhzzkIfpv/uZvgnJvf/vb9eMf/3h94MABvbKyou92t7vp5zznOfqrX/2qU/9tt92mn/e85+l73/veemVlRZ900kn67LPP1q94xSucVLQ+br31Vv3KV75Sn3/++fq0007T0+lU7927Vz/iEY/Qr3vd65w0s6a/P/jBD+qf+Imf0Mcff7zes2eP/qEf+iEnrbJBzjhorfVnPvMZ/f3f//36uOOO0zt27NBnnnmmfv7zn++UefGLX6xPPfVUXVWVM+YA9CWXXMK+24033qh/4Ad+QO/atUsff/zx+jnPeY7+zGc+w6a33b17d/C8NJZnnHGGfuITnyj2aUFBQcHRgNK6RI8VFBQUFGxNvOENb8CP/MiP4OMf//iGZGYrKCgoKBiPEqNRUFBQUFBQUFBQULBwFEGjoKCgoKCgoKCgoGDhKIJGQUFBQUFBQUFBQcHCUWI0CgoKCgoKCgoKCgoWjmLRKCgoKCgoKCgoKChYOIqgUVBQUFBQUFBQUFCwcBzzF/Y1TYOvfOUr2Lt3L5RSR5ucgoKCgoKCgoICD1pr3HbbbbjrXe+Kqlo+Pfidd96JI0eOHG0yAqysrGDHjh1HmwwRx7yg8ZWvfAWnn3760SajoKCgoKCgoKAggeuuuw6nnXba0SbDwZ133ol7nLEHX7thdrRJCXDKKafg6quvXlph45gXNPbu3QsA+IF3XYg7Vvbi9F0340hT447ZFEeaCRoonDg9hDWtcP2h4/D5K07Dt30EWLmtwZm/9lnctLYLn/jsPXHCv9fY/bV1HNlfo75DY3r7Or75wFWc98yP4Za1HfjKHcfhy+89A/uuaTA53KA6orG+s4KugGoGVEfamPuzn/8v+MaR3Tg0W8W6biX2lWodt6+t4tNfPhXTHWvYt/swqredgMkdGqrRUDNg5eYjWPnS13H6W26xtN85a4fv50/9B7zpG2fjg5c9CPu+COy4qUG1pjG5s8G5v/kRHNET/MWnHoYD75miXtOYHpzh2gsbPOLeX8Jnb7wLdrx9P47/+Ffx+V87AWff80u4dW0HDq2t4LqbjsPOD+7Bjm81qNYB1WhAAU2toLo7pJXWqA5rPOj5n8J6U+O22QrunE1x25FVfO3v7obdX2uwcus6dKVw8JQJVm9tMLmjwe0/disuPOPf8bnbTwEArKNCoyus6wpX33wi1t57IvZcP0N9uMH09nXoicLBU1YwuUNjemiGa5/RABo48N4VVIc1qnWNldvWcf25qzjuQd/A+l+fhNWbm/Zdn6LwxO/4FL55ZDfunE2wa3IER5oJbji0B9d9/QTc5a+nmK2q1pFwBlTrbX31YY2TfukanLrjZty0tgsNFBpdoVINGl3h6ltOwA1fOhGnfLibbApQM2B6+zpWv3EHznjVNXasbl9fxXU3H4ddf7kP9RENNWvHVel2nlRrGhf8+gdx9+k38MFbz8RaU+OIrnGkmeDQ+go+9+W74OT3TTG5U6M6ojE9tI6vnL0DT3jiv+CmI7ts/33jjt344ufvivu+7mbc/fevwzfXduETn74n9l81wa6vzVCtt+N/x4lToG7nZbXejuHun/sK7r/va/j64b040kyw3lRotMIVH7snjrsKmB5sUB/WWLl9DV972E6oGbDv2hnqOzX2XHUjvvZbq/jOA9e1z+oaR5oaALCrPoJDsxVc9Y0D2PNXezG5s0F1WOO67wP++9l/i1e//qnY85UG9eG2/pvvPcXjfvhj+PrhvVhvaty+vopTdtyC7973RXzg5vvhztkUJ68cxJpW+NJtJ+G6z9wFp1zW4GkvfA+maobLbzsdO+t1fPXOffh/f3Uf7PxGW69qNKo1jd2f/Sr+34tOwtl3/xIONSs4MqtxeDbBV//6jLbskbacmmns+Pod+MJ/W8V59/8cblvfgZsO78TOyRruWJ/iC586Hd/20bY/7/9rV+Cag8fj6svOQLND49L/3yvxk1/8Adz0ltOw46YZvnKuwlsu+D386jVPwU1/fjqmB9t1cNtpEzz+R/8ZX7lzP+5sprj5zp34f1/+Npzyvgmmt81w3ov/Cbeu78QNh/eiQWuRbaDwtUP7cO3lp+Kkf9eY3NFg59cP4dDzD+HUPbfgE9fcDSe+dwdWb5lh1/UH8fmf3IFz7vv/AAB3NlN86gP3wf4vATu+tY7b7zrB2T/yb7hpbScaXWFHtdauwVtPxNpfHGj7bYa2PxqNI/tqTA82uPsvXIV77PoGPn3rqbju1uOx84/347ifvg47Jmv4xJX3wEn/PMH5z/0wrr/zONzZTPGNO3bj6q+fhJMuXcX0UIPVbx3Gdd+7C80978CJl+7Aym0znPFLn8feyWH8+zdPxQ1fOBl3+acGez70eXz+BWeiPlThhM9oPOySf8f1d+zH5//+3th7bYPbzqjwoov+BP/3m9+JD3/2vtj/6SlOuPJOTA6t4fRXfAk3r+3C5V8+Dfs/sgP7rl3Dt7/g0/jmkd347I2nYO3y43D8lTNM7mygK4X1HQqqAapZux52ffGb2Pna27GjXseh9Sm++K2TsPNv9mHl9gb1HQ2uv3AdP/uQ9+Kzt5+GNa1w+/oOfOPO3fjSF07BKR+uMD04wyN+/eO4YzbF9Xceh09ffxec+Ne7sHLrDN/1wk/gHVd9B/ZdthOrN3dr8IjG6s1H8LWH78Kjn/ZvuG19Fbevr+L2I6u45vLTsPMrCk/6rx/GFw4ewKc+eB+c+OkGh4+vcPf/8v/wE6d8EH964yPw8fc8ECd/ch0AcO9f/By+esc+nLjjID5/0wHcdNUJuMs/Nbj9R24F/uF47PhWg3pNY31Xhf/+K3+Kf7jl23HT2i7cvraKa24+Hit/vx/T2zXqbi1Mb59h9fpbcJc//DrubKZ2fQPAofUV3GfPDWhQ4Y7ZBNcfOg5f+PTpOPkTaNf7mgYaoGo0Vj58Bb78S9+B7zv/o3js3ivwt7c8GLetreJQs4Kb79yJL155Vxz4mEJ9WGP15jVc/z2rmN6qsOe6lt5qTWPnVw7hC8/ahcc+5LM4NFvFkabGofUVfPl9Z2Df1Q2mhxrUd85wr1+/0p7zFTRWqnXcvLbL2RfqIw2mt67hpBddh5VqHf9x8Dhcc93JuOvf13jM8/4ZX71zP75024m49uoDuMv7FaqZhlYK1brGzq8dQv2t23DSH99s+6KCtmvtutuOw23v+zbsuqHtg3pNAxqYrShUM2ByqEEzVfiO530St6ztwKHZCm47sgqtFc7cfwNuWduBm4/swlUfvTsmtys8/qn/gk/edCpue9tdsXpLAzXrzuSJsvt41bT0HdlX4z//0gfw9SP7cXB9BYdmK/jWnbvwlfedjn1fbjA51EBpjWaiMFutUB9usHrLGv7j3B04/iE34s53H8CuG2aY3NFgtlphNlVQjcb0YIP7/cpnUQG44uZvw3VfPgl3fW+FHTcexteeu457n3gjdk3W8Kt3+Xu8+sZz8d4v3hc7Lt+FwydqvPXpv4tXfv2xuHV9B/7ti3fD7itXsXqLxiU//Vf4y6+fhavfcQq+8IcvsnzbMuHIkSP42g0zfPlf7459e5fH2nLrbQ3OOOsaHDlypAgaRwvGXWq6e4r1lRWs7J4CzQSz2RR61m5AKytrULrCRK2i2rkDkykwmTZY2bOC6ZEVVDt3oF6pMZmuYzatMVnXmEzWUa+uYnXPFCtrK5hWK6hXd2AybTBpGlRaA9NO0KjQfgba8kdWsLa+AtUJGtOqwnSta2dnjXoXUK3swGS9EzQqYDKpMKlWsLJnxdI+6wSN3XsrrNy5gmrHDtQrLe0VNCbrDXbsmULpSfdeU9TQmExmqHY2mO5eQX1wFZPpDkyqVVS7dth3nqytoj68A/VK+06ViggajcbKnimqpsZ0vaVvMl3t+2OyDl0r1CuT9vN6g3rXYezYM8EKVtpx0i2jrHSF+sgqmtUdmExnqJvu+YlCvbLS9X1LPzRQT1dQNxqVasek2rGKevcq9Ippe4Zqp8LKnimmh1cwm00wnQC6mZDxnkJNFXQFqAqoVFtf3WhMd69gdWc7xjPtChr1ej9f2pdAN1brmNSNM1bT9RXUR9q+rrWGqtpxVd08qaCxY88Eu1ZqrDQrUE0N3dTQTftsOwenmMw0Kt3Nvx077Hwy/TepOprq1fad7fydYDKddf00w2Q6ha6BWrfvWpl33TPFdLIC3UygOkHDzqsjDepGYzKpUa/ugJqhHaOZxqRaRb1rFSt7VoBmYukHgJUJsLa+gvpQN9dmDapGo9oJ7NwzsfOkbtr669WppUN1c2pl5wp27plgutb26crqkXbNNquodrTP79wzwVQprOgVrNQK03qF1N0JGtDOXF+brUDPasxm076sbsupSmNSN6h2dutibQWTySqmE4W19ZWu3bY/V/ZMMcEq6h07gB0ae/dWmOxe7dZPOwf30O+OdOtgZdKO4aRbN7WZU+147dgzxeH1KVamK1bQmGnVzl3T/nqDSd1gsnuG6e4VVLt22HYn9bqlH0D7nnafWEe9MrHzpNEVVmqFSleYzFbRrOzApNt/KrT910xruzfu2DXFdLaCer0d1+nuFUwnys435726Pp9MV7t1qdq+2qXbOTGdYWXPClYmDSZ39mM6Ue38rZoK9Uq7z9C9tl6tsGtvjZXDZI1MgEld9/u36Y9JbfeB+mC/x0xmraCBaSdoVO16mNSrmO4+gmldYbo+RX3nqt0P6/UG1a517NwzwQqmULrdw/vxqzCZzrC6Z4pmNsW0Xunef4f9vh+nbg1qjcmkQr26Ayt7plhZ7+bctO2PelW16wIrtn/WVypMd6+0Z8AdK6h37MBk2goaK3tWMKlWMd2xhvpw36f1rsOAeQ9o6GnXh7N2HkzX2r3K0FabtTCZYVLf2e9rRNCYrrd7xwxVO952fqJd7+gEjZnGRE1RdXvX7q7dlbV2Lfb9p+xeU+1YRX1YWXoraEzqmZ3Xa+sr0N0+Yc+caYN6fWb3o5lWqJXGSlVhesTdF2rdYDKpMd29gpW6wgSGhtrO4UnT01VVnaChWjrq6ohdX0AvaMxmU0ya9hysV1raa7SChpoqVFV7VjfT9nxaWWvfZTJtBQ3z3fRwd7avteM/OdLPQ1URQaPbx6uZhq4UmmmNHXumWDkyxdp6V3e96vSRETTUtOrO2rpti+xdk/UGalpBdYKGWf8VNCZrZL5PFOpda3Yf2Lu3wsod3Txf3YFqh8aevRVWDq70/M7qKuoV3e7dt6+gXtnh8G3LiH17K+zbW6cLFlgc84JGQUFBQUFBQUFBwbxooNGgOdpkWDRY/hsqlsf+U1BQUFBQUFBQUFBwzKAIGgUFBQUFBQUFBQUFC0dxnSooKCgoKCgoKChIYKYbzJbIW2mml8eNS0KxaBQUFBQUFBQUFBQULBxF0CgoKCgoKCgoKCgoWDiK61RBQUFBQUFBQUFBAm3WqeXxnVomWiQUi0ZBQUFBQUFBQUFBwcJRBI2CgoKCgoKCgoKCgoWjuE4VFBQUFBQUFBQUJNAs1XV9WDJqeBSLRkFBQUFBQUFBQcExjte+9rV40IMehH379mHfvn14xCMegUsvvXRD2yyCRkFBQUFBQUFBQcExjtNOOw2/9Vu/hX/913/FJz7xCTz2sY/FU57yFHz2s5/dsDaL61RBQUFBQUFBQUFBAjOtMdPLk+lpKC1PfvKTnc//43/8D7z2ta/FRz/6UTzwgQ9cJGkWRdAoKCgoKCgoKCgo2KK49dZbnc+rq6tYXV2NPjObzfC2t70NBw8exCMe8YgNo624ThUUFBQUFBQUFBRsUZx++unYv3+//e+lL32pWPbTn/409uzZg9XVVfy3//bf8I53vAMPeMADNoy2YtEoKCgoKCgoKCgoSGBZL+y77rrrsG/fPvt9zJpx5pln4vLLL8ctt9yCt7/97XjWs56FD37wgxsmbBRBo6CgoKCgoKCgoGCLwmSRysHKygrufe97AwDOOussfPzjH8crX/lK/MEf/MGG0FZcpwoKCgoKCgoKCgq2IZqmweHDhzes/mLRKCgoKCgoKCgoKEiggcZsCV2ncvG85z0PF1xwAe52t7vhtttuw5vf/GZ84AMfwLvf/e4NorAIGgUFBQUFBQUFBQXHPG644QZcdNFF+OpXv4r9+/fjQQ96EN797nfjvPPO27A2i6BRUFBQUFBQUFBQcIzj//yf/7PpbRZBo6CgoKCgoKCgoCCBZc06tcwoweAFBQUFBQUFBQUFBQtHETQKCgoKCgoKCgoKChaO4jpVUFBQUFBQUFBQkMBMa8z08rgrLRMtEopFo6CgoKCgoKCgoKBg4SiCRkFBQUFBQUFBQUHBwlFcpwoKCgoKCgoKCgoSaLr/lgXLRIuEYtEoKCgoKCgoKCgoKFg4iqBRUFBQUFBQUFBQULBwFNepgoKCgoKCgoKCggRm0Jgt0SV5y0SLhGLRKCgoKCgoKCgoKChYOIqgUVBQUFBQUFBQUFCwcBTXqYKCgoKCgoKCgoIEZrr9b1mwTLRIKBaNgoKCgoKCgoKCgoKFowgaBQUFBQUFBQUFBQULR3GdKigoKCgoKCgoKEigXNg3HMWiUVBQUFBQUFBQUFCwcBRBo6CgoKCgoKCgoKBg4SiuUwUFBQUFBQUFBQUJNFCYQR1tMiyaJaJFQrFoFBQUFBQUFBQUFBQsHEXQKCgoKCgoKCgoKChYOIrrVEFBQUFBQUFBQUECjW7/WxYsEy0SikWjoKCgoKCgoKCgoGDhKIJGQUFBQUFBQUFBQcHCUVynCgoKCgoKCgoKChKYLVnWqWWiRUKxaBQUFBQUFBQUFBQULBxF0CgoKCgoKCgoKCgoWDiK61RBQUFBQUFBQUFBAsV1ajiKRaOgoKCgoKCgoKCgYOEogkZBQUFBQUFBQUFBwcJRXKcKCgoKCgoKCgoKEmi0QqOXx11pmWiRUCwaBQUFBQUFBQUFBQULRxE0CgoKCgoKCgoKCgoWjuI6VVBQUFBQUFBQUJBAyTo1HMWiUVBQUFBQUFBQUFCwcBRBo6CgoKCgoKCgoKBg4SiuUwUFBQUFBQUFBQUJzFBhtkQ6+tnRJiADy9NbBQUFBQUFBQUFBQXHDIqgUVBQUFBQUFBQUFCwcBTXqYKCgoKCgoKCgoIE9JJd2KeXiBYJx6xF4zWveQ0e8IAH4GEPe9jRJqWgoKCgoKCgoKBg2+GYFTQuueQSXHHFFfj4xz8eLTeXZLr8gmTBFoA0BRu99ZfnMml+UtgsUrdQlxQsO/TRJmA8limg9qhBb+EBLCjIRHGdWhJsBFO5jAzNKJrKeXRUIAkJWqmjImQ33URICS/HgoC2lFjC/WShUApLwbkvuJ8Xuh4KY7ylMMsZ+4z5plVeue2AcmHfcJQTORdjxnLk+FeqbOaDsPzrbGOwwPc+FqZcETC2EJQ6KoqQGs3mNzoAy6gcikES+seeYU23qW21fgCA2ZxEVwsScrdi3xUc29h2JzO3MTZLxKkODexpdLV9GazlGbbRtGgVPkgPnGaOwLNK8UxVTnVBmyNIWKTbVO4cT7a5gLNcamMruYltBKT5FsOyyLdbfQsdcgYoRgigWtFlOg9HYbPJZ/ZwA9vTW7xLCwrmQXGdGgCHKaw2YOfYAEalVs2mnOY1GqyjlgsMeLWGoTdgyPWwOjcdG+xiwAko/Y+IHn5LB5/UTeY+j2VBPTpPBCxKs7oQbMQ+uwWwUVZttUH7UqNVVsyFVoDaJNfLTbHSLsM+u4D33AgdyXLbDsdjpqs8l7RNwmyJtmsJy9NbWwR0QY5ZnDXR+m24BnQRm2CsitzqN3AzDrpw5KLbiKHwLRNLBTXgnZXwL4Oa05aShsZ0g+m7ZdrcF4l6hCVgDIa6dmjPvWmM0LIdMMaSsxkYQtexuraWAguPuQkr9L8yn2PWqY0SOnOwdOdhwYai7C4QDuBlCnrTce3MZgUDzX2ebjSZmUPmMMO633A3au+LuiLM0SZHb5bbwwK1xNvpvBh1OCYeWYjWNVZH5g6ftOp078HOuUj787jvte1W0JsZQLTJ8znoh5GxK9IZMI/rpYS5BauqT+ow9uzymeTFumkOrIsI4IaX2EpxloMUCJllh47tssdOFcyHbec6NZebhLBuOC0uMNIXfgBS7zLP3jvGTzd2ADmb2Zg9+GgwtFoHB0aj1Vx8+tgx2Si5dww9Qw6mjdBc5dS5qIOL0/ptRVereQNVj3kElptw3HPj51QyTmjzmdAo7brP6OZg4JRp98bEuy3SKraoqjKGg+0/77lGV+OEMKb9RcXJLNJSpTfK423ryGQA2rFh18tRQrMFOnB5emuLgU33NigOIV54CDN3NPKRp8/SNP25m7LtiwXscmK/Z7gFxTCKj1MDg1CV8PeQKhakONrsdIecD7gk4NNntj2UsrxdSkBK9ldud8aGxa4zFbWSWBCpfilctzaAT17ENI0xlPMyrUPoy1pzI8ZRqpbuAUPWe5DrYg5eTW9CHJFPn6Ff3M8XQdKcdcy0Wlq3woLNxbYTNLhNNziAhY0wmymkm8IGH46D3HKO0jl9rOXgrpVe7AY6do6MPB31kPgMtl2fjAVqVBZQF2U4FsHE+cPTYPHuKAvHEpK3TN6oPsYKMQt3+agQjF0DtXitr9eGL6jkKIr8NRCeo7TC7h8F13XqKFoHF7aEu7mTuyeoBsGmQufR0MyTMWQJmUu4VxQcW9hWrlNDXR6i2Vc6jZx40NAwgMyF7B/EuaZK/720MptZXrsAnI1vGV1DnD6MOYUbjLQwzINRpuXNtKDYNvmHK6Wd+TzaFYCAzqXgAE0Moz8PzUEem5+cdS/VV+JhzLk0LJmAQclh3VacdT2fgDR0W4gGuft1SXMhwpCFZbPIGgTJFWiZXPAbTVw5rJnE/T0F0Z8+s0+z55Xqsk5lYpFKjAo6aQUdjMS7zLPeuLmeck1Lvd5o69ZQNzqorZ8mWUC5sG84lo+j3GD4vsqDDt+h47lJpv6NmGiLZqg0o6nbDMQ2Xr1gzfdmYN6sZxvZLpeff2jdEhrkpc8cCmeeL5qpkrAR4yYwZDb7jK7mOviPmu5BbVLD81r5Osw7N/xMX359kvJrBhWNw0npZjjhfWiM4dD5NUPl+Lrbs3iJhLisVM/GoiG8f2tB3uQDpmtuiMVI1AuYLqBKjYx+2QoMcMHmYNsJGqNgzb6uX/G8B9OiMoLYzURpJqiRbXhYA/NukvO6TinImZIy6zXaoeBAXRS3ntFHfq/rSh6jKpUGueuPMdlNrCtb7qv75Rbgk3y0NMILb1eNq1Oads2iON6NwLzrmIDupQYs88LMtXn2zNE3VkcYtlidklVn5lsgMJ/2XmIodeyModmSPIafLU7ocwQMr3zUasDs5dnuZ4y1Joqu3Eyr4Vb6IUPh7eHzZJzqrbYD5zilQcljw8H1FhjWbEFBDraV6xTQHhi1mrnfZZye7HqNaJ7MM/6ek9IEDD1rohvJvPKB0nwGFuarSuml0kRxiB2OR035ooir24hngb7vF2mZi9U1KDh0gR1rmIVYnfO6/W10prgh4PaOwf1Z9YzLIrTt7Pdj6s2dqtLlbkOazMkqNKZrSL0sc919RRnPZDtHaR9aRFaymVaYJKppBcz509v6COb2Rp1FfjNEcKI0RF1OB7o3pdY815RvGRNJWYSlpWuILoEx+82yuaVKWL4L+5ac8cI2tGhwpt7sTVYJf0fgeGZEJkQuA8EJKlKqNV2FGx6bpY/5bsii98/Y1meYvnh844tqgHT/7Eabn+epPxkHIBTwv65Vk7ZmpNpjGJxBz5u2mTlp5/AmMuRt0GiEKfHnH/g0m3QpUDcvls5F792xuyYGNjbEz7xl7Nry0nhYax/XvzTj24KXX9b02KA1P3Z4N4UXUvBipSKNdi8SS7fZaJUUBudNb6tzrQYdYz6kHzelz5lU5tmIxDfG+n3R78WdX1nuppG1bWh0PDgy3fCK61SBwbYTNDjkakEDpYlKBAsOXWcD/cWtoDRnIB9FUugae0IPpCUgI4PhoILc0E3cbNKL3PyTgdTzMG+SpjfrWea7IVqRAemGsyxHme9hLRobqEGXYISBqCuKh6HWhw3R6I2ocjMuG5NdBn0zznxHlOlTpRNrm5OxhrqYpsBofsMiIy/so0kXvC5LnW9KLyrrVPhMcGZW6GMaYpph81zjfc6gIwYr1C9yqaWyTjH7/FjFVD5NC6ongVj9RdAoMNhWrlNcJoRBC9Fq1bW8UQ1cW41Wc2XCiKUITGnoa6XZ92+Q1oBlwWpD8g/PnPGYhw/yx9/y1xyjMbQd4aIvt0zmdxkYa4ky/vHSxWQsSLVsfNIQQYXzMqEyNpvtafE6kYCpzRwHrRUb+J67ZjbVQ4AEqmZdqBZBKi7Nr5taagKhK6cPNIZbNEjxYZafTJo2Akr4ewDEm8G77/256a/9sYkW2sx0s3RBus/WdaS+8YPQ6HFC2mBo9CraStlzNhC8gjk/YL9FhsCvu/8ca4OeL0YD/f4bKvvy964mYeFqzGay/F4/AZYto9Yy0SJh21k0OI197uZGi9FgRsn1YSO1FnRyiWbzgVqUJOa1ZiiMc4WIbHCcEJOb/Wih2p4BVbnzaMhzRiOqLWM0Ko+/w9jECaiUZg+cFGhQY66QoJq4cGeYKWncTNrBqFWOvembL5+bsWwzkGQ6vGlAXR5sEar1Hki+E7w9B3OgO17LYeyjlgbl/D6vtWXM87xrXV9P4OY0ROb21p8v8Ngx6+qkweXmVZJMXcaClawR2YxlJvOllbLpbTf6huWxwfV0bUdTNBtEXoHrV58u5bltzR9L1Vu1ogKkFf6Gt5eT9rxYNAoMtp2gwW3I8eDS7jeGSc7zMXY/RjeulAJD2Dhli0a8vixk1uEf4AsPtmY0jmPSqUr++AG50SsAhrUrx1morE2efT7xGGVglK/NjGS7SrZr2hZ+kvomYPA0SR7A1OXHDaSYqQ27gJYTTED2hAVhUXMqQMeoB3FTWc+6HyULGit0pZpiskmxQoApJ3XPIjSiYywnmYiNq7h/eaTkjPURHbcSuIHKYZmcrFMpZGV3IuforLPGL8JVb5QQHROcM9zC+nrMHtXT4FvTBgv2wppiFUsc/d3jOe5tXsP890plnRm0nY1IR16wNbGtXKcAfqFxKeXYJCK+Fk65goNTte7cqzIDp/xKcl1TGq2wZg4ZXwOlgHrkSTzmsJEOjJaxHUVG+3yEsQ0Ld/8Obc8oIoc+R8zMqUe5wyNba8gJbgMsC8Gz9N/c5ywp/G8cA7MIq5FhkmdejAabGKErk8u8DBWIJRcko+EL5CnFCEEj+30UyPaSqjvqY28YxHnI84ckp66xMRoDtdnUAqQQjmPrTophiqMOgxjpjEBp3t014aaSwJonqOR0X3ihZrf2ImeOVmjHtCMpV+sd7JMjrRVWEx+cr6Oqay3q5qZzhPFbOudgGNrmgD0ix7Vto4yza7oO5v5YfmSZ0KBaKiGq2QJ9ujy9tQngtHqNrsSNODAPkmLzXkAXixUZ6voTTPqRgc2Gf0wdTIP9mTsmpfcjHUZXSAD6lxsxBs5BOLCTYlrhWL/4fWpvbmfK55jRtVJyNxo3C8GtirvDIAXH3atGL9RGtFyNrhbqYiT5m3PtDqpXEu4T5ckXg9rzwTGrrYtRRr0pBSXxH89hOGMuEYtkSPK1zvM3ygr4xsWJCFKb5g1H54vXptlDhmr5Jau2GfegNvq+WlgzXH9o93Ztw1xH5xdt3Aga4NsMxmqZUndKpHSvka0kiCSKof04aA4E86hb96kNoptvY7wzAjj3rIxMAbtZa7BgU7GtBA0gbtEwEPdLz1qQtEIGWhi/Xd+awdcT8zXVOuKTPsch3eg+4HXoAewcOjq/Dt6fFU7AXbwCtlKxDfp3YK0iyNrwffIyXXnmElhHMCTmuUCRzwZgK+dHLfTPELCea5lzYxEH16Dusql8PTeIhXLci6uKrb7q13GMEUrdAeAL0VFXLyaeIEBMUCZ16AVcDpmDeYa0UtrJSpZTX7D3GDBKADrf/H43U9Mom9j15WgJeHp8i0bfAP81hyDRBvmo6Hg6d7v0Fsj+zPAXbT4NLgEdXXMkkki6NBJlSy8gMPN+xBnK/e3XF8Z7GJraz2tNLdPUITn3GdfiHGxk/E3B1kJxncKAjYgwaEYrHN2InI22LeeXH+o3zW0YsXs0srCAszwWlGw16PO0kxDs2H10SHsK4SHc6Gzfec5CzgkBzpnfvRPH/FKtoegDz3wd9yV2afCL5r+rigrQDj3DT1jxJ8MMxeqcMe4Li4R1s1zEosno7pygS0BQRhDNaewuhSpDEAHMfJUVNdx8lzI/ZQvYc6a3DehBIzNuR1F5rrv2feVUXiB3hTVdi+dYThZBKsSbuTIoKx3yYsms61RH1wx8jMZg5VbiHUdZCTKhuQv7YNZU3rtUqf0+Am7tG8XA0Pg+p3u4sevQCoZ8HX7a/aOSnGUDUS7sG47l6a1Ngq8pyMqWwRwAAOxC5JiB2IKV2yGbZeYzDRSOaF5elOjNImXEMyJUXOgJLhVkLExD13XAREvMFImxYMeYIDt70pB1HzD7eYzlXHEvmUKf01fmz4jZP1UH3Q8VdX/zIVhXuFgqCSJD6RBg6ErXl3OJYnQfoYwO0YI6z1sJUK5m6OWipnijq/HCkUL2nMmly3FDjeyjTj8pw+CMPLYiVlHfYtN+KTPA0TVOfkvGcHB7NHfZZLwWWcgwrlOJeSNaNCiYuBU3u1zGBCFzf8ZY4wMX08ReOjSJgkFo0fWDqzIrUsoJTku61nZ1m/nW7oNhWdmdWxDchbM+a80H815Igz1wD1gT+BJgPitTwdbDthptKXNNfgYX9++UG4jkC2+0fFzw2BiwDCHA3gxuN7cITyMdGkrr7Ow+9GDrmfg58pzTV5zjYr6c+lMYuwkHh/3QPvHmHz2Fh2zcVKCSBTK5PquN9l9HOASTc1zoOxs70c3HVABeG2817IZjf+30jKTMaWyGxWRR0HW/Bw2p28m2Z+oaSFpMOMuOE6orltvMpWXU3j6wnors5w64WCnFvo7zu1Z5cVoUsaDqlFZbaYEhja0b5sccOnUF6LrqtO3VMPeajVt2APr5OnQNGouGGAsk8AopjEpdDjj9ZFynAIbfIEo2sW8jl7PGrK2sq2sg0IiPFxxj2H6uUyM3SKDbUCiDpnTCD3kAXSN2IiMQGM3BPBaMMdCZvAKAOd2mVJwxyTTx++Z1bf+HxWlsuXZjGkVOEHXy8kcuY1SCxlQroIplAVPD3tfnnzKfXZQgDRghQnV/x+uMavEYe38DBU6f22obwxgfv4Z5vTHm1cpG7wvwLuzrv8+v3/6dMe6LYuxtu4twnSLdI2uEFRJRIyx8C+Sg+W5oyVBOGTjrnZDrWyTMnLAxI9SayPQBZUg12a+s5j3B8+pOiddAYcJlOeoukqOuU4AcxD4UkmLMB91bc4aqpsKHGa4GMN3dnoH9GjMQmXCd3i/Y4P3U1DRNN60Wsbdkxl/SKo0ypj6tqkaDxt81SR1ONsxkxXnFlgUNBgrIG4ySdWoJ4S880eTrMyS+VoLTUtDPDXPRmQ4ZQ07DAAzTgEjarHkCKaNBjb4LQnfhkL37gNFk5GowQ9cmLTO2Qf9q+bcIVMO/5xAGckiO8f4ZZPmqN1DuZtxZpBZhHeobYbTGEmMaedeUG5x7IHZlPO2qBHNwmTq5w9wwLhvhi03v9DAYMwbZvPjAV2BvK6/64Zo1KYtQW1COqxD2mQRd1DJF6eL6IdDibtAJxVsXw3KB77wwdrmxNAEd3BlCvksKh9oIkYtJbztEGO2zTbVtr2cIDX4wOMBceMhhpFIk6xGNaGxYCtoJbncJGKJgausY6iMMfgHmZp2Cd3YJSgvpDKYCmI8ZqqRVxiyvseunYGtgW1k0pE1M0qo4mTAA5zCKaXUdpVNUudoxTGSlitud7x9LtLtBDnRC45i81aZuu/8w76BVu0lIDLbPjNEuHsMDOv0YiX9h6/bSMfr0mXpyNPUiM8YwKuwm68tRQw9GM7aCgJITb6BV3BqVOuyGxIeMtWgEF0AiP0ZjaJuWEaZrOwLjyiVCCX9vACwZWnDf6T5m+9BLEFz8xsdLIFisrIBD7lwA+DXF7nEj7tFQQLZ1lDKmY1xcpLHg1laMmTOIaY9Fi6ok0BhaBkwXf36Jgr5CEAwulgNg76OiP2ntjK/d001Brv+k+ueAMlaauq3MCPLsZX2J9nxha561St1x1xs5fb+F8HNvMc1p0/08yKJRcMxjWwkaAK/Vy3edAnG1UW0MBHQokABOHAQHts2MBc357rq3ovYHpfnaCFLSa/IMhP8+w6UDW8WYrFM+syZoHDnQPoptko3uK9UqqqifG7wPtMq+pduHObzGuN0YISUqBKNPkhAYmTomca6YmyiBhA6tSK7+NFMrMdr245yGDq1V0jKQRKTPOIZwjHXGCk1E25q2PDD3GvjrMFKJvw9yAoBPV6pew8SNQfbaSO3VAzYuXyhgaUjEaEDJwouk+e0vbeVd/bgEG/0HPerCPh85wkobo9HS5DPUVsElzQW/+oSgxHVh9lrK1bRX4LNOxTK5ZXYuV0et+CQXUt/kWFjIMShDEQVVjuuXjqcjn8eF/WiDS2JwNLFMtEjYfq5T3QTv08+1m52jhUgx5GZhpjSfzO/+xsVpaW1mmgzomOZgjvnHZr+KbDAxl7DURia5algwz5u9Whae+B8aHcmokQnxnoEE2POFnSNtWl3KZAdtRJj83hzNuyeNiUehz0vnR2CFmFeL7tW1Rm4GlwI3Z10sBx+7wtXrafyU82P4Hfmafs8pG3LfvR4YhDpEuGyFSh0di0rpJDOtlTzuY9Jx5uyfLXGLiNHo148UU8fS41xANofAo3RUw99bpRC4mOYJiMrOew6zpkrytuvaDRo2tAWCOkn5TecUH/wbKny0ArmwL0xvOzg2QYCvGKPzm4/naP8dxbQRpl60VHl96Qp6XllkrCnhedrPWrnjGlTh72Pa+z7SZo7AViwaBQbbStDwXR4432HxWaXa3iLCBriDK8LQ+WszjEcQOPJcszmjPUrB9cPX4XcDaWGhiEvA2POaHMCSdSW296XT2yrYWBLvtzz64I11+mHLvJHnkukwybM56nnufa0lwqNZEoL7Oa/a56u0JcNaQ+Ae8qZ//fTPWnWFhVeiFg22iI5n3vHByqGRw5/On8B1KmOeiHxm7FAf4jcu+VYTywFnifHbr5Vwd0ymcqVtNCwkuioScO3SrFm2rgQRyhEQunf2mTm/qdyp45WrY0KEB39flebgGF7XYeo8QSVnrtJgcGC48GjaAuJMqLFomPK5zKi1hM2ptzC0xeayJCwo1hrQuk7NBIEw5sm7EB0Mo/Sg+3qO21RM6LFfZ9CqPHe2WHrbWFsFxx62netUw5i91hOuEGaD0eTMY/3UvQWbp+WOFDLMVwS9Notxe2DS2+ZubjEeJ2U+ZW+IZTb2nPgRpYEm4aLD/ja074UDPslEdBxy7NlogONIxkKySuRoXtkMsCkhONZ2yj1NJET+ya+jVn2waazOZKYrzpMlVp4zjAwdMJ/JTY15Rr8McfdUgJNJqKfBrYN1O/MZmAEILH/kvWgGvxh8GjciyL9tZ1h5pd15YBlYrxynOIil5+YYYOqOVcO1nJnu4M6wmiiOxKQMXR1cIHfwCHevSGd1Na5QSYtABRt3w6Wj7q23/eEXG3Fq2eQSiWShK1cr3dPv1aXFD2Bdp8w9PjaBQKpbvJT3nFV2yBw1Z/R6LG7EQKrX36ekcqylWGEG3ntgqwd+z1AlU61vJmZbQGJbnt7aJPhaPWqa9jdj30+WChfmQIguGkW0x7ZO2aTrtJXJKAdaIbqpOZsEPeXz6laKZ6A5mFgVtgmVZ10RITyvMjZwH8GBa7ToVOmXIeCxdUXgHqCkDua9OBckjllFFbGAxOI+MgUcyaUolinLjyFymFuhwdy5bpiAPuuUPEijUsZ6zLdU/aJ9iXMuAxwMbw9ooDBrxruyGesbfdz0sWbmp1/GpyubjKrjmATFjWsZS4+5OC8yYqXa27KTTViNFEeOeV5iVEwf59zWbhh/44LE1odWaUR5bker38G5b8H8wAijtEzgthhT2DV9m8aisa4rzCC4OXawws2Ivd42nad1Yr+WlGGarC9rNOv6JLn3NHr0u3B1O0lZPAtHTvrgmHVHKpcS+EsweAHFthI0JG0nZ1oO1hGj3dNVpwmRso4MYORymVauLckiE+wxEc2FQxdC7Wf4TP5OaTYoW4+wqVt3G1+b5AcvS+eSjpuRYoe2ZHXhwMaUZDDu2ptnVqsceY5l9rVhSFo6JM2xNC9jWaPYQ9+XzYTnufSq1p2Cc0QWoJgMSg0U1hsmBacHat2zrla0Cxnf7SHMd47PvAN27QypYET9BLpqFQZi5qEh7VAhg9NUDo4d6f5WRnBkYp/mSNFt68hRGiQEoNgcSbk7Ju9acs6VUELJGbf1JpJ1qkmnifMtGkODwcX4BG7vcNLB9u0OymAmdSnZh7lt2u6JC1qDWin7PlTQqqg1KXGu+HQaCxSNhcl9FjD7c9/HFA0nLPv7o1+nyfw1sM/WmtBhxvSQpYvqP3MF+YIth23nOuWbdodkkdFVfwho5kCgcDQxQKc5lxkxU0ba4AMGyWh3EYvRUONvF+Ug0pa4H4RofVKIBtMN+N7x+xfqp1mnOEGBcxVI0ZdrDTFtSqI+ZbrE1JRqIHNnaCQ3e8c2dknYZJ+RYgSCTmUKMYJAzWj5JUEU3pgOyRJE688u31QODVSzHBuOIIYkmJvuZBjkJcTJh1o7605ya+nvvwkZfmfcM+58ceuNSZNW8e/ACjDmn0lEEI/Rwm179F24eUm/0pHNmNAXNDuWUyL7R2yvlLNOeUK17unhhEzno3aVVUFslgBN1prWCuaavtiZoyvlCBq+xj1mHUvRwiGWaIS6Z0ljXamm73OhKnP8pkKqWAGo0UDVWnWoFStWV9Yc6+ZzlLfRGlpVWWs6K8Ng09MfTVKzxcG5/B1NNGNSxG0ylqe3NgH+hisFg9OPYkaa7kCIHabcwqxUYzMKsW48XFsC2LSf5KCZZy1ED5sEbf5GqBM3e0eZZWNmHqFRyaHNIKXRTPoes2PtuhFxZYfcSUHB9aeonWesc4FLREQgcx7V6JMiZIxJo8O6LK80YL43WllmSDqE6TowgorUt+zldn5ZTluI4dreRWFUmluSdWqIRSNQanJzBsb6mVEfa6VMP+hbNHKTJUiIZp3KgVeuRrufD0pHa3RQXnZBmxJdkfnbCQpiV2mzNmrZDVd+G4sjvvaZaOJTfSMmVfHfDWj3ji7A3wgqrdutkFRFyPzGtR+N3bJCdMacszRn9Jzq56j2z2J0ewXTh+3+Pf5AcwXFfh6p7m9DRir+1NTFusj5X5HPNVrBSANskHyW61QxX2wbbCtBA+A3o1mTpyFwzf0IFiJVkEPYYDh65g1wXBMkisFZpwhNEkXO5ht5t+BW6Yy7G8S6iHm6qzxJg98OZQQqcog79cyz70Wety48ngrXzhdnA5eZFoooo9Z9Lc0ratGIoY8rccvmarZjzG3uPKJMTE6WuBkSF1QJwkNAi3Wh1FDKHRN33rR/J8eMugh4hzpVVozSiHPvZPYp6j8e2ec41xfnY7eGh5AXuvQp++6coMzNV+4ejUGubomJqlW7jGKZ1HLbM+X810hZHel8aF2LsppzIJ4BWrUWOP8H75VYhpR7bd0LBf4lmrMmrenVFdDU5MI+IRjcad+euZH5yxFLLY3w5hcnBEXgBuD3D1ALVB871jiuUyFd8XaM65QjFBt32CFZCeEqyLLc2yQtDuV7MmAEjRzeZoPyOxQsEbaf65R32PrxCBT+IqF7YnsgaLupSBfh+JAsIA1UqxkwyglHY8E+0v7UabPYOxMq/y6F8HCP1ctpfSX4weAAXHeAofyTx+QEgh13IKWVX7Yr/YOj92vVQWH/vdg0nH6jmdqwlKhvD4dOw2jb6fpjTDA4JyQDaW0fZV41wndmGcUY88o2gmC+GyHD5IQ3dXLMvRgTIkC0WEJ2nWvmCKoO2uLIHFG30nyaVa0UlGKEvkgTHEOmu8slOTjB+ZlbhiOsxuRC4q46GuS9xXkh0FBB2zNCurunTrk5MnCEeJ/USIyGdH7EYjQ0WaxKE2teV63SrosNm6UKkOMizM+swKvg8MtEkDLM6FTNwgfR0xZWGqcjBnG/bNqx9t0bczIj9hfjCmPP7bfOWRbfN6PKGq27YHC+/qRbOBGUxCJ23nfnY07qdrTC66Ti+3vRCTU2EyXr1HAsT29tMOwFaMzCYzcIzfzNMHoSFDFn9t+5n2NCjgTfHafdrMOgVyBfM2bvNiD1WpD3HHLeczEaY/cWnzHuLxqKEJSrnSRjO8SqwWXTCTXVaQZkvOsUgGrcBmO0t84QMTFAvfuc9rSuih8PhMx/PJCRZ7Y4uK5T8QdyMvXklufKaZ/uocMgzU3yg+7OdMPoSL75KdIpUxezaETroNpMledSEqXLuAjltO3tYVVKm0C+j2UEzIod4p6zSyJv0DlGNfasrlSrIDKBwFEpDDbNLpeeFoA989IX9vHpbVPzy7E4duuTVVgYZrW7R0MrdBYQlSWo5dLBtSnWl6ORin2nAVTKWt1ozIrZB7kAZ2786Xky5PocjkYaTxHz1nAECEfwMd9D9ODgxth81fMl+TEaNdKXhhZsXWwbQcOAzcKQwWhQE6n5DClGw1/Aub6YOqIRi+w+VJtFH5cEDfag89OuRvokdQCxLhhEgzlEYFH0gOLaTAhz7uVd/th7NDIQL7EbCWd8jJbYqzJlWWhdPcLngI6HI4+z9GZqkyXkuk5p3efXD38kf3fzKcqAodfOcaVoQPbQMaKCQ5Jx13JMgr9m2AwvDJzg63TxPBgGoWo12Jqhr2+/77uoxn9wMHgjC0hMXZyFaiEWDYMYz865E2ZwfOb92HS07D5L/uSUGwwD3BArn2nP75KYL742z0csWmsz78I+poxLk+s21ei8ODY/6xTVDFtGk9PQe/SY9e5Y7HUfVyJnMeZ/iJ0TMVC+gPVq8Jh21UB+PwJpLWZb5Lq9LEuRKSiNkm0YCM/EbiXPaq/gmMG2cp0KbwbvNKSZmj7ncOxcpwCBMWzALkz/giEpkC13r4tps9pgdXJ4D6hTchOQEFwu5Fs0FEQtknuPAO8rnLVf5mhaExYNbQXDYTtgUkMGhu+IPONmIGEKdc/S+eRDDHytMukV6JSed3m0Xstnn8sYRMtAeHELNJuUVM9M9yZt++4McwJkyv6SQNEk4kBSmFNxx2uMeWKpRUMPtWgoWHcJX9HiNp2u108uQdMz64gs4VwuPIB8Zy+gFreRliHLBLNyu0e89zFoM5Keu+3ncA3Qtrm5t65rTHTjjFlbZWvJ0lrJ3adDX/5cSOs7el8JuRncZ6gD2W5kalVgvPBAwcbzOY30LoXGpbJSOnQ/5HQtzHc2RiNCk6OjaTU5rqWNtGeUM/bOG/YdIo2RMjlnhqVRq+C2+bBQXl3LhgYZQvUmYitcf7jtLBqc1tGYfLnDxDK+RhtjDkqP0bPPedoppzlGQ+ZqwPLfoxdUiDYrElMiIaadZZcSVz6h+Rsb4GgOCrvBGYL8YDxGLvD3AU7j6BySjMVEElzomPduXPJ7SNmgLPOWu2d5zL4a6zoVE3Aog8JaInSn2SZjE2sr6FSmUNDv7b/+WJl5nmJsze8sc+jzfMJ72nH1NKdcooSUgJvrZjME2S6XVStUiePJ1MkGtlNlAQGt07deBDFunhWLVzq4N1+394BEyUYVOWptXakhoOt/DiHU/tzVIVmruDtegH4/qIkCITXW7R0zsTSmit0fabUz/wzUKsng++sziF0iz9u9vEKbDra7hXtRKVBzMk4BvAIC/o2GQHx8/aIk61RQlN1btPeZj/MJBFQl/M2RSBQM0XJkXSf3KVJVKii96RSgUpKMrRyjUTAc20rQkPyUpfUVCwZvN9HIwjQ57L3m6MJj4wVijGvDB3w6qQnp4TBiLTsZkgxZfj0sg9B47+aVz2CoxTSFkUDULPhjQPrQBOCP1ZoZcBlRslIpegd+haZnMowG3/6PoJt/wU3z3ftEbznmMoDF3K0EZiiFWOpT9mKoWF26v+/G1Mn1b59hJl/PkwyS9t9/TKwDVbAHewKveU0f/OkOdJSKsTWdA7IG3XtevHIZ45rrMkj0PABaBmescqZto2HnZU5/tK45YcExweBi29K50n0VMG7d90HQrxXWzZ5ABUKf0dVYmxEXJmON5F7FSzqQHaNhHldwYxq8RkKLc1cXI+T6GOwy6e35HN1Of3PDovo15vMWrZAIYmUiGKCgobELHINv0yITmszjUW8Nc1s7nTpdcLlDY2cxkSww9FlKv2/RSC3VInwcu9hWrlNAuPCktI/iIW8UPhW6GI1IwKHAyMH7uvIOzyHpbqmmN/itYlyaMhgpu0H6v2kdFmbAuYHpChjA+5GH+wPBVtsJZMqnj0o3Cqx/TCzYkB48g4OGCX0mGwjbNi2jkBSgYkHkKYsG577gX+LmCDmUgYCcpSjmehVqsTM06c4Yur8Zi4PWypqrY8xco6tEAG1PX0oY4eaAuVDM/8XXxKfQahARF/ByYNcE72bj3AweeV3qmsbWY+bqnLyANTBkKg6a2nTUPI2atgXiBaWQpUG07tFgfe18T1FBu2uxGyv/Hg0g7OOYRYNOX8l9FmgF45TM6idJce5/ELINWcuhXZfxNgD01m1l+rVyrDcWHuMcpV3qI8bSbi22fnGPSU5C9f/2MRr9O9hzV/dxWrZa6gTB7CXmfbKUJf47mkesoBFJH+y/CwPHykfPCiY7o/2oO0+LJbrUbpFoUKFZIh39MtEiYfkpXDBY82YqBZwmB635qrsZvFL8vQeKbtQeqN+nqxFwNY494yoouSwDJgsazucBTEJys1Xuv75mXYzRALKCLP22sveshHbVCQA31oyujWDDZfZ5MU/8CG2bVhAtPVHLF8z8G6a5N4JXboyG8Tfun4d93iWGYbbsT8r5jTts4TNczPRoNGyefskv3DDKjVZZaSlNWav19ea0hKi1z0eGYJ8aw9GX1GnYHV5rOUbDr58VmoS9zNTN1oveMhcqHzoBgvY7bU63jLQYFzKnwBM2yNQb4ZyVILD6W1vWPKR9qwBUWoxxkKx4fjC3gd3jLLfbWwgoqLLKtJDTx05AeEx7biqtOuERbUYk//4Prb3LCSPxLCxURKAcAO4SOqk9u8a6PpRcDy20DvrWZhnT8fgMCU59CjYzYDL+VME9+2LSote3USWroAB1rsXxFC2WnoJjDttK0PADIs0BmL2wK7LQOouGA3+R+Ge1jlsrFD0QMkHTfvrMgK4F/2Wf2Tbte3EMlQo3xJgLSNAMPbyZg9zP2MI9a/6mKfj8C5N8VIym0Ja3B6M5HRhaExDp9Zh3VlNHoQjTT+sXZmRv0dGt771k0UhZEKzrFBn75AFjytHn+eLOoRlbXJHfas+3XevQdYqDr5UP+GXDZ3nZatjyTd9YH6MBwD+8FxiNZ2lRiPaP+xBCDtf81GWdajSSLl+sJdJbw7GpVacsD87iR57rVO2Wi96PwtDmv5Nh/IP7XaSsdhltiEU55VD3PBc/JGWTa3zm22mj/WFmlFYMfbpR8bmkGYY0qbBxhUeNltFuoNy03n61JF5PdxaNSjXJuePsr6SoFWYZq5OfbhWIuB4JcGL7BIVPU7fniQY5O+k8EwcPhsCwXt9AKY4/+LE182yWZvFyhHnh9b0H3D3V3u+Vul9pToNlwfJj+7lOsRYNnjnxMzb5N4OrSjtau/b7XnMUO5wbXTkm31zfXl/TrRH651rmIOJak7qMj83MqHvlGEctvQ3VDbRW2a5TPqNos2hUAKR7nQgTLMH4djsacNtR4C0ayGCePBpi0Jo/eGPP0pSPbTtmnvWP1QLT3L5zeIroivSV0HbgjkDL0b5KCZuO9UEo42i5BIZZKzSaHN4CLMM1ArnabOsi4TtHA1mH5sK18R24Szs1CQYH1zcevaJ1RclzVeqqmtyQ7LeZnSK5GtlZNJYgp8MFgdRJAiC9J9pzQHLh8ZnbaGifgnM/TioDkaGNu5itgrbjTitRph1C6kxiSFPrm/7NWMHsn14wuFZmTbvP+PEhG5FIgaNvkLLAI8kGg3Pxn0xb3LbhPNPNo5oobAyMm3UwzZR9uP3HsiHKngH+/KTLw937vKq9s8IPXuct0ApHhLT7Wx0zXYleJEcDy0SLhG0laGggmPHGyiFpypxLtPxg8Fh6W1PGQ/RCM00O7cTCpAykmGotZXExzXK8B9WsJmhpLTWRnVoN0BgK9LUHI1NB5jtRcP6l1J1Ie5v2IBql3xnatAqFQU7jxrr7VYCqGtk1I+UNmDGufVm3DXYsO8aOyzTkCDtc39rvZBpmWgHGotEwKSSt9rJi/ZulMfWF4hS0VqFFA6ZtuZ6oEIyE5StGT8JNxMnx77irhWWpJTOAAqv5lBhFEUQA8jOXsTe9171SxFoDxm4kSt6nsteDKdNVk9KQx/ZFpcIgW12pVoElPNcKNOFASDdAWyt+bG42rkXDMqTCI/58NWsoK0aj1h1jbrJOZTBJEQs1pTlsLCQoNh7tb7VNqAHE3YOMgsomztL9Xu3HaKSmbE3cqYfuSb4wpslaNXFZ2fOeScplvshdIw14BagBp7wLkjwUHFNYflFowWADIrkNklPEVdo5KJXiDwSTUSdYmIz5OUlHAloT/1yvvTYY3FdP5Nc7D4LAvjmzRjnnUWdqbg/qOJ3cjdcGzi8DGO/2IrJ0v0bdPMwz1B3P1B/RKpPKxbSfwT4eaOAgMxGCv7n25lXu4R+Nf3LqDzVt1P87Fgxuys86K6GfvSw1R+ycCNarmWfkfThBgznoDZ3sMorMNcrkDIJwb0TvOiULSBUigezenIv1pZ3vxhoQ8+HOtmi4n0fHq/j1+n3M0ZKpaGCZuNi7JdwU6bN2zrGMdP/nesxFpkE4p7zq/KBhQFCeCPspjQGKZp2qYLM0GW071dy3Si6+vdSRpIUP0t1MzseMsWaNc9QVTHp/5f3rxWhI3ZUVf8dYG+jnnAx5oqxH56I3Lx3XMANq5NDy/V59oSJYbBdsK4uGH6MBoPMtzdjBfGZZASrFPDPVShfb+VmnggNdyILU+q7z9I+1qJkNX3Sv6g4g2mos6NFq7rs4C79aX0sX8Mn2hnX6JdeQDjbeoAhHHOBYNGIIMvPQ9hzNEHcqeZ1mBChOSCEuG1IgeVXp6M3l0Uuz/AslGy/rFNWq+c1nMImWAeF+1N4ciBy6NN2yjtXpgZ2PYxh4dhxDYWdIprjY+zrFvDVvNK5ZDIhhNGr0bu2JfS7m+uKs4eDBDGbG/o/UzQh1wXNejMYokKqDeUESJEgCoOPimjoqmALceM2EtWWyyUljHAha3Vx0rNpkj7XW6cT01DOigDHlA2Y8aJo8A6BRoXXdfDRkV/2YNk0GM2rqjwg8TpwlHUOnjAnUHrYvUEsDCwVi0egzt/WMOKEroz3zDF0OVBEi0e+Q152XWgkJIPx5Tj6nYvV4gu0OQ96hdeeTFAOBS/AWQgMhQ99RwjLRImEbWjT6QbELuAmZffZZ4jJiNIVUa6e9BZtyF9Jo+RhjdRCDwZ0MJ/6CbrVRDXNwBTeDczRIBHIHYaOjjJEtBteveOyFfe3DcC0avqDCad1i1VGLhiZBloyG3vyW6kMgTkNMWOCEm5QlxASNVlXEDS9GKwnmzs7QYmhtNJpae4dT928s+pX/KH7n/N65ZVj3jsgDQYajgEEJadVCWfo6jrvI0Hs0EmuGu0wyBalsENDd7VNOhrUEgmDe7r+ha5hzkaD7p7+ZxO7RCJDZVdE+NXNBZ76bY9braa3Bu/G1v1E1L78H9My4ZtNW51iXzRnAFm36th0ybTwho2zzlSICNGGuRYWd02bf1yZGw72TxTt3dLgvW8yR9jiw1gy4sM/vQ9+iEdRD2yKCB+XP/T6gMRqDQGJhAAR7le+qDcXMmUDT1/eXKZuyLGoNrKWyeQbPLD/DXDAO28qiwZmgWcah++gHV9JDQStAdYxelqsLWuHDCCasFCpoeWNwtFnmGdVpJvwDS9Ja2OfI+3IHUgRt5hDh4irDqCSqSd1TkewT7sZwQx80b0IHYTTm2eeYwyTp5qEQiPrc4cK6TqhWccUKQd0BIiEnXsbxE/bLVogmGnDriGhcRCE3FLbofTdmmLl3n3Xazdy0v/59If0ayXo81B5noJ8nwliTMsn3iNRl6UOXuYjuc0zXx9afZRAto0H3iuELxwSpS7TYcrWy1zgAA9I5M7cv64o8z6ynrNcIlAIRYZ+zhpF3UZzs5/H3JgjdZALm3NEarcRgbm7v4LLyaenCPqFfTDITpx1CWqUaN7bLMMC1bi/sU+0z0RvNKYT9PyqkM1MlZ/4Mms8KToyGAU0+YoVrZYQ9fq32l0nG411s/Ixu61KeMOYMeY5SxBeC/O/N35nd0ntabDs9doGAbSVoAOCzS3AutprZwOi6qVrXFTErUdNnnfK18G4mE+W2k8mtUKuBeMj4weuZMNpPE6wY/K6UZ7MgdHGBvx6TEgNrmVHeu3CBxATOQep7GviHo6dh8rVcnHUhlY6Xg/YOnT4IPR5nIl5ixVg0TDsG0mWN1I2NPDiobSpwU0g3F/u0BWOYYJgdQUMKxoYShUnbVAZzz9JovmobGh64qEc8M0c4gtGW0svEpPqy4h4ERsN3+XTKx+hjLBotc1Ynyw1OjZlRhp02jXyXTW7Ad3vPUpwA7a2taJIHh4bewizdl2AFgMh4KK2BmVsgxuhKN4MbpjY2n9qsU+3kbBomRsNfI+zZLNPGoUGb7KVSpF+Ztc6d5Y5g51lm7N/EehDcPUTOl54gT9AT3oebV9mCtql/lt5znHMvlm3PF7K9/lLkQt+UoLGVA79L1qnhWH4KFwjOeiEG2jFomcLub9UJGtSlIoMB9Tcz99CMaxxZmrRyAvmc6urQ1zd3fWdd2EdM70HaXcrQOxmdQjVe/G4RbQWVgKQRpnOte82R831w8KTrChjxobynIID5aUHZMIGqM4gYoVVonP1+TuuNpOn0x5HOAzsPaZdxhzADo9W1geWJsWm0ynJ3Y8EJG8GBGgrD2fV139G+iwlnOWhdLgUBre5ivnS47nwYJsmWJ3NaK5I9J+FlYvqnRuPujz0fktRQW0Gcyh2Kt/gFjK3JCMXMAXFedMqJpMJA8R+sL39QiGuKsa6qfk5VNL0tfOWBMM4RzbVixl77/d91SxCbFXkVJ25Ko2O03fcKuoIGT2vh9mjNuPMkxoY7r5IB3ipSzvtKumPWUYJ5Fh2nncS8ovNaazgvm8OjOAoseq74407qUSYoPZavQ7n/AgAal69gPWZ1m6AgmRDFf37ryh8FEWwrQQOAI2hkWxG6Q9dukMpolNsH6WKyezQ9VO2P3seIlsx+19jCAPysQK7vup+GNCe9LXe3g5P5xmcMR+Q1N5vZWCVGcCgSot0NUGBeqfDlbODo35MGg0bozMrOY6uMmPXNM5F+keI6DGrGotEW6trntF+6F9r8fq2gId1Q68zrIbtGht+29B19/6YhDFBkIrFWQu+QBOBlkkJYzqOH3hGDhmds5tXStT7r/G8597lwhzr1h1cRZjRlCbJufgtgBIwbk5+2loMJZs+FX5ekMPG/l9wJ2fgBglo1SaFW0kIrzoWp4pM8xM6ohiqbgvdHty+mpHn/QcUL3cwEzZn3Vn6sdX+PRlMFz4YX1fFWdY4OYzHmytsgbckiICy85LqjjLrm7qkJ+9G4wUkWwj5GgxOUGSnfWKyYM8+s+UrJmeUcWoiVrN/ztXg2cuPnZwmkCFgS8jpb2cpREMe2cp0yWj16qAa+ywSBpsw7aJWSs4MA/Gbi5yB3svN0jK/kstSTQbUfKrj907ji6Lo120sLOKptGGhdqZT26CKPKXQ+/SM3EoYp9n/PBSvcaQ1PidQV5uvg0hcGWn4mDaT2aG0DCdPB+oFrTxc0WjNxEva89N2xnHYRzmW64RPzt/Oj4fPrTsufwfzay+0YOmwZ/4NHi9HomdTUpmvZezTguS9kzI2579HQepAFxdWKR1xN5rmszIxVpbtgcFiNq8SMsbKfKRdbw5pn4qJ7IyO0VNDBnZzzBoNT+qLa+Vh2WM0k24hkAaQw80Ky2tJ9zRfAuDpreNZYwxQ2nrDopC1S/VptdBijoQFFXGzMHpKUTYhgTGM0oucKTW8LY0Vr+HSplMQMWoI+FlxfASSUSaZBhqnv6qV0+TEarSVPO0V9Zt4hRTOeBzJ5URjBrD8rMh7KVBw5Si42+1W/P5gkNRK2slAxQ4XZEunol4kWCctP4aLBrWBfeaQU8x2CezSiKS21TvauYT7lzbBtLNVMEHjN/e00zNRDbuA1wWiVwJDkuLq4dfOMhQQ/N3fAxFP6qdaF1uFt6n2aQqFRYq3KQcBEjdk3GYa/Uk2eH27HkHAMbpKUDOtScBBQ3sYfy47boJfo2UxbQkPmrpkKDesWwaWB1omsUzMdakjDdsPvWFcRybQg1MH95mZ42YCDlfSbEujV3YV3rUUjfB4I9x/20kiFaBKB3Buc7fM0GDxWnlzYB8jCS7CHCkuI3bONz7w/p7Pv0XAZWquxZtCeLbEJ5LpOAWkyNCC6TtlxT72K78uvASQUXj6NgcKOYa511Z2LSkM3yvEvZ8+xRDwekLbG0XUoKgQEocSU512zACjVZuFD+/5BOUbBBO6zSwrACU4d2uxihjdo52kQ52f2BW9cG39u+nsvc7a2r6FkmgUNhXjbPPNc7M6dgq2PbSVoNMxmyGoonWcoF0h+UK3rSo3+0r6euYX9rEn6uFggqn0uoX3zrRkA0EgBX0LWKQnOXpWr8uzgb+DBoUFck0w/cNo+llFUvMYx2FsTJ3IQl9FZuABP4zQEzli7P4lZuAw84dV5NpWWWPWuU5KgKgWUtm1qlsF3yglz0RE0Un02UDXHjWGjPWaqob/5B6nsdsDREhNMzCHu1t22H+MVkxjR56NBUm/GXKcARkHgF2eUBbEMObW/V5EK7RxEXycr4DDrXsxiNqDPfJIHyYH+Oge/zvv02Lz1w9blyaNsADnLzJE/CVPnHClmj/Oro8Oh4Qih5hmpTyqlSXYkolDISZJQaWvRMAkS/P4L+OuIvE5dGhu/75mJact77x9DzH3KWoe9evrsZgjnZVJyDPc083VSCdUJzVYpECtuyGAsXAG6eWpISynaTPIOZ01vgK6lYGtgW7lOAQiYlIZssv4m6TBwHVNoihjXleBwpJoYhnmVfH4breLrsAHoteZ9fAkRlHzGsY7QR2nwvmu8g8mRGTT3XVyA0l7fSYjFMlDmlrbH8u+M7zOly3W5MTunDrQ2rUnbfbcxgcZObIGCKyExWmLKZIgX51XtAShdABmlh8Zo9A8ydMO268+rQNvZcCcq3HkkMS+BwMgRTeZ55B2pOweL7qWcezSYOe2TR/vZYcoUemGTqYBLfuDvC37Ka+NPb0gMLQ6MO2Rg0aPMiVGo8O8XBREoaUpjVvs7IM+vSWZAeR2p3Dz3JfhCSXs5KDPQVddnkouTodVjTlPZoTjhycpXXPKQyo29Msy8adZn8FTHrMdSuSohpsipx/dZA/p5mskgqljWKfOqNBi8yUiBaub1EGadoTcpANEzhQg7qaBnKEDX/RhE4yAsMf3+ayy7fuatIV6TbDyoOTIy1nzUIET3t5Ra2litOiuO79KdwlZxp5LuxTpaWCZaJGwri4YUEOksxtigeZpcMRgX6AO0Mmhyv0iTYZswm5JwD4hv0RgEzR+EPm3m75rcoxEwxkbrM4Bh6LVNJE0wB9UzVYZu+ltQr8P49gxdjkUjegMneX6QG4lg0QgLex+rUAiiZV0hwvu9ArvynXtj/B8JgyVZYYK7LwCYlI8BjJkCeXNdN+jdOwyTFzlFs1K2mrp9odh8FAJOF+UGNQf/nA1ddzEaMEypN/AdDfQ+ETao3K7h/ruaam0ZmOxpbIyO4veXQHAO/N9Hdpr29gn/5zmG1N37IPYHuy3465TpFybxWYhZd3EeI3+qxrUS+PUrDcfFxs7xgLl3X6L1LlP9M1nxALq/7V2H6WBF5Ub3nfS5j00j78YoEK2gOcd4+3qq/qzq1g+1SBkhYOi2ofMuirVFvDPZHsGcBwfcso4LpqTEi52PgmIoJtz2yjexSMExhG0laAAIYy+0oHGkH+1mQRZhp3mq0IiuKw5D1t5c1rpadZtd4AZstSgDGHJAzJWtKvfm8tzN1WGmIs/ENk7tb8YZFg0RCq67jtbC5iZbOiqPqzWHj+3qrv7sm7L9pjnG28kQ5j+ATgCLjzWnPTGCkZl/EirVsEyeHQuGZtbdi8tmlvF8W4lIHqGLrBMb79FYptgGxFuLhve8YZZ1m16TZp1KWW4c7SF5T1GG06rXEI+cz76FcK7L72KyryZaSO3FaHACAxjmxvTfvGsYcMbNsVR0dbICTq37LNpM27GtkttHe+FIuXXS+DvzL2flG6hMqMDEXPnBxJRJ7Czl5hl/7deSdC5p0o0AkCBXzEeQeF+azIQ1ZPhnaZd1CkAXo9EXYBU5XPxM5K6dQcioM6dubWM03PFqOtOxu97DC/aC+pj2ejc8rpO9fcsoBRC3aJgx7feICE1kH1CdBcamwebK64hLty0U/7ng2MG2cp1iAyIRSv1d4fC7mrpOuRf8+FoSMS1fhDZRG0+41IARpJokb0NW9fCVLKb81d07CTtkNJiLbHxcn+TEI3D24ZiLlC3jWwKo9lrQTPkabZ9hYQVB3wWKav46In3XIaMlpt/VHGPivFDf3iRxYZ8IK1SR+rxXCjLoUIaIZJzSivGpJnWEnIY5bCP0UaUknY/m+8g7Gs18TnBhcKeNv348DS5HX1suYl2idQ2F17boK97FkjiaajJPKi/rlATT1+ZWY9e3CaJaSppzdAzcwHhtXbpSMFmYgu0oue7p4s5rR4LJZMahVTQlYrEcwvo6ne2CjFdgKZeUPt2a0FoFQb9Ok2TtKKOj8ee6Pzd0uo8da4ZuvQX6y/E0/POwfT/dK+A0H6MxhgFtBX/fUhMRNBnanH3XMvaJeaRgBSf6eOVb+yJCDc06RZV8tSBsOkoOIyxwcqeCXfOxoPZsgSu1iTmeIQAaxV94mxN/tMRolizrVLNEtEhYfgoXDW7RCgdw7WuEGdcp6fZlU8Zf176g0MYMdL60lJnKhO4WNEeD4mJI7EP9n8EmRTZ7VvPNfUfAXdjnaK0j7xgLBtfe5hpgTDpQa9HwNGdDxyHzUHag2jFi3ZAYNyZf81lBuJmeOyTpz36bke4MUmECgNEy+zJEJEsKR6f9SnmfAzp6RsbQ6wunffbOhP8st9YHaASMG0v2PRpc1UJzG+H7a7StbcDv8Lod4ZuZC1QLnXM5FxWA/Pni7FWGiXUvCg+tdAn4Fj1OAO0t1ggsms68jVixKo4hzdlDvHWkVRd75TOGZk1L7+8bosywd2dKXLDXTowGe/8MAY1zcaoVzlHL8CugIhYNRGI0/L1eQ16mUZdWUyYxZ2jWtixlDYmBohYBDe9uFQ1w2buSlvMh5w/VwXUZqEw8Fauz4niUCDn20lzKCkViV0SXbgA1KcO9xoK3v4IlwbYSNBrPokF99FPZHLRhCs3nTqNMs065DxDGNcIgi5uaz8Qx9zK0FcgMROVrxuhmwfFE3qEqpoJkUKvwHg3a7pDLvvzMLe3GKZT1N0lOg9TBpBN2DnEN3jwP/nCOXr7nC5UpzY1CMkZDB3/0z/qaT1cojlRaEa1mJizvYdI256ropWUluI/ElPa2LqMcZU7jXiufsDB0v4vB9oRG5c3t3PCPGHNDGQ3uZnDze3ZMgiRkG4uAYM11q4hxG5DTIgtNx+JkdKVtGlexWY3OoiGTBWT0ESeL+0tzaDxbo20d7FxT/W/h+PJtKd1q+31LZYrxbQORGcbf1Nu5TvUBzozQz6a3RXxv8qzDUrB0R2T7UWmXMdfKU77J7XmNA3D38uD+D92vcQMjaIbnBr9Xs3OYnoEKbXIMRAR5/8yVAtzpz4JVNtut2mxpJnYHTHyWTx+lzXwkAhWnOBWhYV26pfWbvESy4JjBtnKdAnjpOztulDKFKh1wyq0j38xu1nVjmN5B2jrzB/mS8pojg8FFBkmqLtVMx1CP3ld8gW1M9hwDgQgpbqH3le436ZrT5th5kXhJT3upTLukD2kGEoBnNLQygm4obCTPIpPLHq4A4WdEkxhwY4WJGg66WAnnMNGuv/IgrV3TM1PSAWXM2U61CYHdL98zKTwZrIvjwFy3gw7rsXUZPUTdubFohNmyOvhWAnt5miKacSMUJ9D4/WPa8773L6YzdNiypNwiIQqgnBDFaLlz5nwOZsLa8i09JGdC9zNvyVMzYd/uzrcgKJh8bIPByW9dgUC3ISjKzJib+RU7F1XVtOltFTqLRkuInYOheb3flzO6NtX9yZu+BfS00UncWQ9qE3Xej0FFFk5wrjCJYpx9XLv8fozi1ouVnK3G+iDEaNBUudboYjIukjr5xgR67XOuohJNmkeysScDknccbbQXeC6Pjn6ZaJGw/BQuCJXx8+Xms1lwZBE6i63T7ijCLBtGjw221mgXfOSCK9ZNwlun7Ht4247on6tbQWOeLC0A2M096ywlTGV7SRNvNRBB93Tlar1F+rqhqJS38YK/sM+JyVPI19KD9++XzOHcjcGmTeUxb9HxIvPLuE7RNnywVjqNXuhLjEVglTJ/1g3rJuVfXGbbS8HTqJlgQwOfkUm53kn3aCSHlxuihtJRdd8Jpv+YWSbSNg38zVboZpZzJIVkjAb3PPlXsr5Z5qpxvjIBo0xRSBf2Bftb7caeDE0tnY0hexOB4yZDqrK/owm10N4+5cni7bkSBJfJNATWKuX/Jgh/dE13gobvakbvgeoq7F/DsWgoh9H2YRnKWvfufADvOmWsKQPApnvOjTdo2vL0slGDZKwXmTcxkmNWOxtH0WVoM66igVDU1WHWaZQ3VxllDF3cOnQSdGCYNQNgXboptkJK1oLFYdsIGgZcUhzR9cjbnR2mUAGTrjLJ7SrUCPE3HtN/2/ry2Ije9YcEHJONo669tiQmQZB3zAHPK8rcL+lhy138RWMRfM1Yv8Fzh07HFAsX9sX2K/ub4xLmFzJlvGe6trPBHlxpF4iqalgrCg0EZIWUSmNSzZIuf9KdAZzfsPiccgUT5V/YJ3STERBY+rW7ltjnQYRxykxFXllz/RUZ09jt5byrI79fiKlefaVFUGHkNwFsLIRkVTH3VegMpkPLtxHDW8NZt9fH2qqIABFbwzRGwzJa4Z4VPtgzjcYC1go//DhZ16mYrKjl3zlFxihUXOa2/mVZayoQDQZ3sk6xCho3OUPupZEa7trOiQGqqqZTwGmg6fQesWD6hJuRW5QvZKwurBubgFydk1awrlNoujUE7cVo+HWHAnvumW/rpYq0xq3PbGnUapF8BwNpH1HkP9AzG8FaMnvq0JiwInwcu9hWrlO+5qe/ICv+DNAuRirl68plCC08LYCoLUBv+LCPehpkR0EqBkCTd2KyI4nBjykIFo3Ys+JN2B2TMvoMNn0hCCrs/iTyju0PlMFsg0HzXLvEw0wYawPHZE2eqTJdynx3IaP5DOiw/4vUxWmmnbSynNTVN2CzfeWcCwzj3f+m+O+5KqiGrHvOX3uN7v2RK9VE3Vg42SM2hk5aVG9t5DIlM1/1KR3qhreag2u1r25dp/IP8dqzTJh/raLFZ9JFGSfC5fiuU41gfa1ci8aQ1N/ZZTtmcJD12Wknzc1VquWqtfLG1QuwN+uaxh5Ep4GJI4pMJdNErBruwr7YeujdOkOLo9MfPkNd9RYNJSlRAuLaAYqdh86n1PoCYcTtF5xkyQt2/jltXArZaUAEDduezRQlHVJd20Osd5TvIJ/7Mel5jr6d7lNu/GSmcG8bSpE/r1B+lDCD6vfyJcAy0SJhG1o0PIYtw6XAPkuZQqVtMLith5b1tBZmc+QOU+rPmYKf8k5rWZs1qZnTI5OZ5vzgla9dIkUC7T39u+q04B44RkCKRxD9w50+jqdNDfxnKaH0bohEH7Ea5YFr3WS6yYmj6Rlh2uFd1ilht9YqdB/q3VZ0fy9JjME3gpgvbFZ8nhc2yFTSagnxAhDvSOkPzdQY5zBmft1RGr0GO55xPpB3pmMop4pNzH/2vbQjHIj3aDB7GHdPiGJcQR03k8jAtJpPZS08utLW0hKDuUcjS2ZgsmLRn1oahc2eNWEwZb3+9tcfjUUxcU8cw9joKnQ/NHsCt466r7j13mj0MRo+k23ON/KYVZgRxt2J0TDvIHS6ZVp9rYmOaKW7/ppUTStoKLSW+KZ3EaKug1aoaLTz2YEyr2rOQq8QM7myLXHM0LDFFPo08qRQrZo2hTFnHfJT3/vuaFSZgV6QkxAMEx3b1OtyAhejeHFI6ISgqCDU8SU5/T0ybKZgC2FbCRpcjm4xGwu3SflZp7oH7UHt73PdQuU9R3pfTKA7LDpNBleX/D4q1LB0qAm90TsnzKbkbDj5dAR0MfWb9gfXR7WNMaaKaZMSE+Q1hxGoTHmmfwa5TiF43g/qDvpUEDSCvPKUJFNV5zoFDHdjyQnmjmkaa+M3zxyW4T0vXr2cFs8K2oLQ5M9z/xAmz/YxGhEGhdYN8q6qp88K1b7mNKKYyI0Jl3kxKjXn10OzCQWpSSs+GHwwVGQPCTa+9p9ogGdFGNbucXYep06onD5nZTCP5gFZ8Xy0sSjjOjfoukpjQrh+bg3lpLelUJ6gwZbxdVLdvuu7WPnoXX/z5pdxnTJtDL5kz6/PF3oS1VlBzd+7aOA/Vz4C1bkoq8a4aGW4LAd00X2zfYibU9KFqP1e0PVHbnpboIvZiyQRMUpTaY34Z5T5Li6HeH/MPxcKlhfbynUK4Bde8F03332/ayddrELcR15ru4ApfHeCRSwue0gQ7QPA3/MRkhm2bw43q1lLkKg4S43HNKmqETfcMG7Fa9Jscn67lPHRyBMMJCI6ba3PvOVmKclhaNuK3WeqqnEudjfzyU0V7FZurGVTxnWPvfDKf77SQZxeGz/kMdX0R0pj1WCWe4O6JvFDhI6U9Sm8TRn24JorTesQbwQxDanXRta8k38S1+jAbFYcKqttbRUq0p0D1D2Ic33R3RpeGJRmEwoEfVHNFwyeLbwJlkWbgatbV9zU4tKzRu9J8OKTNDHZ2LTpwpxwzo9uDdmAb7+salPwqu4/+ob+e7hp32XS0chKEJt1yiQBcAM/2t9MYpBZd8Ff41letXuRoT0MlG41Ybn7DmmzgeIFhkAxlNpYmO8UrLXeubBPukdDI4ipyG7L/MRZbrxzxQiJwTbKTWBGYcS2m6SZjjdCT4tjRI4oWaeGY/kpXCCcXPwgbhaZ57lv0Zgyh4FvTXZ/9OlhNIG6O9wyFqU1qQr743QexsBq+mmD6A9bhj4xKF55sQgDydIKffpZoB3ICAPhZJ3y63L3QtvnrEVDoLMP/HRpGCwzqpa5j/LF1BpCyxGNsATpd8oESG1bVxefZN3ef2DOe1ok5vIRvcyN9l0jmNKpxlSoUwyc79qgYN3nIuNgGU5aHvExF7rQaSfwnmEeyEr9KAlFhqEXNM55LkmdACLFEwl11AiDb+3zTHpblq46LMO5dTGFRJrchsi/Q9ZwjBsnP4n3LElQvaUcIHNaEHLsY4yXrENPbJx1+LzSKqsvtFa9Bptpw69jWs/aMVVtu4HFdqRsbdPsRn4HImspuEejm/PcjdpkLIyyqIFi38fpE3p+kc/BMjC0Cm7ZpIj4Hja9Lb2I0Vs0beiWCu6Q6a38XntU4OfOQIeODAuXILgVbCxe+tKX4mEPexj27t2LAwcO4KlPfSquuuqqDW1zWwkaQKZFg33QS/nWua6IWhCriXG/DjTQtji/UdtC3QbCaXqpNouu+5rEkDi/JXZzY7rNQlesDg5HOId4VWlmR03Xq2g/MiSlhLn0A107kfS7zrv5BQQmVTXhvRSBiVlJWafcl2APmkpjWvHchaJ9z/0+ItWwNprXjj6l+uB+TvPfZoxCOB4Jxjuop2O0lCYujpHD3Mw9iaFgL770hVYrRfGcEzeNK+h86+Qc2kyGnOj3yqRKjSgk7P0VQR2q18wrJOOJYhrhMBOY7u+UNHsI8+KqzstO5TXmfXY/cj7vfpppth6Ghkq1Kc4t7ak5oNp6G62CpArthX1MEo/EfHDcf5n9kLpOKa2tIstREszIOUHckCSlUlsubCeVOahW2sY0qAbQTe8ixFqfCFPu3PWQCPQOCfSwKIZW9XOHbjnWOmz2Yn/LoucbCONu/ieQHt6jwiiM6JzK5G3EMVbpMrxiSLlpyi2f0P5RMkwdPXzwgx/EJZdcgo9+9KN4z3veg7W1NTz+8Y/HwYMHN6zNbeU6pbUKLOT0O2fym+/I6qqrBmtk4U1V4/rn+msnsZY4hp4NHotWogLXKQM2KxFjetaUubJ08HWOgbFo5NTHuXZoBVckFrP1kO+9jbx9rGUwnOB78p5DlGlBvn/SZkgWFQQVaEt14mZwEQqYqFnUFa9Gw27oFbmwjzzYPaP9rwJM6hmOKH7rCFJCN8J9MTTom/IXQp5+I1CnLiSkVg0n5XPshQhZwQetw2D4xtdwDlfDOkwe+gQPuVUFfdo04PRGdt1pNxZNcu2pFJ9gwFolOToSNEsplmMWjb6cW4bLiDUEfBYhbV0nObRuZcwP3gOcEmLwRWRKViAAso8+ZfLdqdld2BfjubUOGdKIsqImmensfE1psI1bVdX0Y0osABVlzEfAXzc0+L/RfdpmJ5WuImVJBTEtfdCGImnkdXs0OXugVgjun8l08RUzWgZlmfVatcTN5TpF+wdG2dT+zWaU6xaJmRtRK5uHGnrLCB8zLFempwHdDAD4+7//e+fzG97wBhw4cAD/+q//ikc/+tGLI4xgWwkaAPiNLKHpA9oFVjuuU30wrg+lATThZUw0lqH3W+81gUMU/r3JmtnguzanGfcssOdnxzxY/ixjTQUbD6240qzmvn/W7ZMACtCSi1GMNvKbFNRnmQ1yGPjaJgPrwx7x99WdxjIXtScMGncTappmq1PhZWi5qKpG7s8OTvYcz62srphgcDDCVwYTmgPr3ui5TrFlLS2ZLhL8VywaKMf9UqdMR0IDLN8tuJ3R9Rt1PxNQ1/3lb6NiW4hiRZE5E517lnnkzMfdP1U4f7nyVa2TPSztcaLbFoMcoUdTdyJHe+1aLv1mYml+A5oq13VKs4VCxMa2tWi4Co7AAutnnTKPOOeX+4yTKpzQEMT4kOdWqhmqWmOGVnHA37HjNBJYX3ypzwo93ntlWT082Es5u0eTMY5E0HAsGsyYOwqPmOAxZJnb2/v6usy4aQU7T2P348SytbnlBtBF92sPzvxYwPlQ0OLWW291Pq+urmJ1dTX53C233AIAOOGEEzaELmCbuU4F92gYtwyfR/Y3YbPpUGZZAVPVM/JBtheg19z4DBmTHtBnyvpNyXkB5qXkQ4azaMTgHLZEi0HbV9zG34H6lLpafC8WYYgG2ATO0ZlqcserUJjrX0aoT5tqXQZemY10rKKCocPPHhW8tt8vHgILm3L/nqoZfxBGGBOljRtbT4NBKo7CoK74m8FZMO/cfk+E9iCDFSMYNv06lZiAWTdJspKS0TVI126G5nGQfMdsCzn1xHjLrAxHRiBw0tvKDSa1iWp8TBDTWBDkLTY7Z+5L3+LSB+m672svoRy5/umYJEkWFEMArEskTcxApyFdF6ZIw5xhToY2naBJM9pnDfch4Xm7zzM0cJbKumr6pCraKNrouxohJ6F575CMFehglFhy4gXmNnaCWOxXpUL67c/dXs3KU87eS/gIY3l3vkNHP+Oi2SDsG7PvxBJK+OnqTXmOzSBrQ2mNmiq6WG0l0hf2FSFjoTj99NOxf/9++99LX/rS5DNN0+Bnf/Zn8chHPhLf/u3fvmG0bTuLBudHmmvd9gUNs9BYbbkfo0EuRHPL+c8laGA2ZeIs75SdBBF+8bppvTnnO9XuRTU/io9FyEW2RZWmKBQFDRV8ViY1CwMu4HguGilToTphcEy/MBphR3hSsundz6PfEhNaI9iUkU3nZ50pmHnygwvtFvJdGJx6qEDNFKFMF+t2YNvkhfUUaAa61nWK/Gh+yrXg+AKpH8szBJzgZjTM2vj7a8twcvCDTlt3E4ZO6jpKIdAcpGmmgj2ZvzS1pr/eqprEmKBlvhqdEag8NGOXL/Brtw428xvMfQLaecyhX0hV3UC1MSoMgxjLOAe4e5DdAqTt1wgAjlKFYzD7uq0FkR1rlzbqOoUmnQFnUjWd9bgdU02YUT5tb0irT4cIpgyb3jZ4jDD2XNyQV6+5r8pm3VKNk07dV6SoVNapEXuIRSd0mABv3+nCz6PSFuIbZI7KBN1UCG5dusUEMb4SbQthWbNOXXfdddi3b5/9Pseacckll+Azn/kMPvzhD28YfcA2EzS4XN/ZWacUCfBSAJRuNcoRc3SKEfM1/5KrCoDoQeJsJuS5lToSrO7TGdQ7QEPJ0uXWbw7VHD4qDByFuxkOtIhw94PYqg0Do9qUr74FhwPLxEbcaNgDtBNEa0bQcAPrvf4wf1Zw5l9KI01/tu5aqbGgXU7KTgSLRnBpY3dgz+t7aw9+wtRIczNYU0PArbmRgkk2SF3Bjez5ARsA+D4x1icnmB7IF24JSdF4IoFUaZxUFbpEcXtVzoWWWbAaYX4/HLLXZU0vut68ut2bwV2FDRTCJCNE8cMxbhotQ+m4dtH2PEGDewcaDB4rJ4LoakTFG1rll3U16ta0MyYcGRINniVBukuDxmiw9WqdtdYkGXtCgsEdYTJX8QAmjbrfLxJNup1PwTjRORWB42bFNgCiNA3PuFh6/KHhSeUejfmwb98+R9BI4bnPfS7+5m/+Bh/60Idw2mmnbSBl28x1CgCvDWX5Rh0EKNX0LgjVMnpyO7rz4SZIuC6YjbcnoqclCsl1SvKRztn87KatCR0uXRSxi410pYNYBOfZDD/YLLcGk5kr4StgD3Gnr+PPJMFYCFyTOtjdnB0jAc7jSk6bmXoNpbTo1seXN3+0/wSuU+RPKVjVfiQHoG3alyu5wExycKWCwYGI5pLz72YEKkqD8hgajmEfmsLUYUQ3QqXX1T8hgarB0Hi7f3SbUWDXsGjFUfx70cxlOcx9XfdzjWWiB+1l8mRXghAV0MiVicWndagj7+B83ymwTNvZzFfMgEe3Nu7805pxnVLi3tDfLdKWsxa0DC/OlXrmBE/zPkUILXU5+38G7Fhl1pV0U1Rdyl7A3Qd9BSSl3xcM/DHRsElhfAufK4Ay5HhZGqPkc+e5sAn41oycO0eGChoFmwOtNZ773OfiHe94B973vvfhHve4x4a3uc0sGnwWBtVkaLSUF/NQ9RYNcTNiNAU18bsccocHh0BzQBWiGjZ7ifVd9zIe9YX9esfx3E68CtWuKU9Ii8DPnGLpYCwaKqaJYWjjL7PrfjeX2I08zEYpY5h+MQeU6z7BPNrNv1jWKSkI1WimHZpJIKe9vI2zpKCdVwp575x92PiMBchc6ITwmOuUU16q24PtY2/O2cckzlu7/SyVYzN+JRbWWK2e1nzQdE3S2+aMhe8KZGEEjQh5Nug8Z++ggoZyn3fq9JMlDNyY/DGoKZNMyYnUS++ysPCytHHpbVtf9kZkymiKaAvufhyHgSXWAOJPHw8G19zkDsuY5qhlQGBCw/siVNb9SBPVWNdNm97Ws96MgQ67n91L5Oc9wZf82aauFp5Tys7JmKE7x1Le/hQeask9wQ8utw23NM1YCZ38aYRs24lhGfOZJYV7nQRvY86XpBJ1CTHTFWZL5Do1lJZLLrkEb37zm/HOd74Te/fuxde+9jUAwP79+7Fz586NIHH7WTQcK63VxKS1VkCntaTMcySrCrv4OQi+itLeYpl5UrkS9umJEpgGyMo9Wy+3cVMah5wHqmMQCCNSqQG3/HYHXtS865MplSU/ONpy7jDITENIaRSLMeW0EV797DucXzdVkHVzyzDKQ4MYa6bNKJwDWGNSMYGTTIYuai3wyw8+YBhBg3Uj6Q4w48vPFGjbH8iwUp9rMZ6UE9rtfsB855cNvsigMbEOaT5/iW72HoOuburNJSYuEMiMxaNVqWDw7ifJTY/DkEuj/bYqKnzbMcvbnwansNVeKk9Kd2fRSMbyOdUxgdj2xzBGI2i3CX35lYa1yIvzVbtuiqrRXewJYzXo5vK0mtmYhhQzSp/LQY6QnjNWYpOa/Osp0YC2z1o3rcaJ6WLrMPPMxHUwVjHp7HaThIRl6Bzmkt84UAj2dxHkUVa5qt1NrpoNt9YW76mNx2tf+1rccsstOPfcc3GXu9zF/veWt7xlw9rcZhYNBAuffidqPcih1/vImwNB+8VcKFh3AeVtHjSHuP12wLq0ZnFh74zlY3fq8ZVThK5chJp18oFqQ0dsJFqBv1AL+ZoiufL2HxMX45uIfZiDJADzDHd4+M9M1Cy9uTIFVKUxrdaF8vENu+aCwRGOtz+GBhPVMX+ez66UopWNMenotIU8hIxWmHWKw9AYYEdTrXTIrfoVduWzbqfOBGt5Glq38OJWKJRcnDokmTRigRhj7fSz8lVMMgMONbPuc2N+htCbK8zkKJcH8VZ+fZWfHIDUF2lb0RgL5Y21dvugYgRG16KRbo/Cprf12uAwUY21qLZWmb6R4B4ZK+S265Lb66vOvZlPk9sJSrptzLESoz+XY+MVVYZ1fbZizlmuaGCaB/xzSpF3cQhkYJUC/plNFZwAETTaz9H3SJ4/po28iW3dwM1+TZ6LabaH7t0F46CPghVpWwkaAGO9gMCoe+W0cv3plUIYDO63k7Ewc8dc0gCb7A4cJr5mLMVLcKZjR8MnaLiYjEXOZ6WzsivFgqadWBEhBR9AurwTGqJD4GlYeR9tKXjUE6wUf6YAEcZIDUxBTPl11d25wQVgd6gFRouORVS21goVQpecSTUT/eY5AYH9WwIXuGqWkrVo9PUECkOfWSFoY6CYH0UNZmRtD0AwB6MWKP771qWtIuXigo7pIuM65bieAbwV0CoY3D2D1mVjUgJ3F91dEJk2kivtCRqkTn8+T+oZ1me1/WzbTe2tgqbXT29r3q2q4vfKhJdO9vUb91lunccCo9nvSYyGQ3ikPmPRaCz3Tn+EbNEgUL7OwugQgtd2BRKqIGO3Su/5aTWzMQ2qaQUi1r3MWlvCSpPHqoLItYoadq98tpzvWzS6r2N3p5g7tkR0wmWgvJOe4eYTc1u5D8NTqMTcbwtB7BT2a2k+CIj215JBQ8l3fh0FpG8aOvrY1q5TABxNKeBrZbxDryLaZ6Ux7Xbn4AZmolWIMWKBn7A2ZQYwMrplfGaG8SAbwiqj8Y6cl853Q6duGARMaqjidzQkLyKLWDQGE2q0M54WjtVoDtn7Mn3v/f6fUHe8DjUJ9JayKCmOIcmEdZ2igktC4nVc8qqmzSKWgEakW6TMO5HK7FiJrkuVLVsLmr8oaFmmDaNxDd4pWMgDmmT6fZ6cBD6scqTbJ8ZmAPMVLTmIuU0oT8PMluny9Q9xcxvrepHVhi/c6Yx05QgFt/57Hcx9VTHZDOErxBX5XmYoazSWaY1Ca1d4TnQif3cP4vtl99tEzRx3vlBTIKRWT7pxcW1GXjxznjjjwJ2VRFkkx2j0l+hJCO7jIojqLP0XTwSD82eJ+7yvrAPgJmTRGQJ0QtDITaFfcGxgewkakvtAZMJTkz8VAEwe+OA2ZKr9dxg52IXoCCaGATW0eS4GPn2c65XoOiUwoln+8TmbgM8gRx5KBZIaiH7ujGUl0Kp7zCtLmybjSOaDihwGWTcyCzS6L+J9VK3wGjAfHLx+UarVovIbfpzUSum8QHpPCDPle9ep7ndj+udoZ945gNVe8oQHSQ+6YubdFXl2VDA1tZB4hy6AwJsquEcDXcBoopkZemGzMwIAiF0ixn/N97MU+N/YezTmygKj+DWcElzouynCqFeZAsTQS0d9aPu/kB4KNsg803KVdYFiULWsHnaVUe6ZJV0MGA8GJ0K6oAQLFXDdP1HNu1uJqUNy09FKYao6i4bS9rxL+vEr71+JHC2XMf0tWvi11+dB3fJ4rVTrNh5N++9jaPL3laRFg78LiO2rBqGyxgaDM+WpTlQBHMef5dZIrHiBK1633yTXRhE2tgW2oetU/3fuzeAGE2fHBlZ8e7P/XCoHfMJvOgsRBmJaya5dAALXBZ8u7j4P6Wbw4D4H7TyESdXAXlyU0p6ntC7OD+YhWpavv4GyaQOdKjrNaa6KRcrKE5RLpkbUmA5Mb2vl0Cph0VAqOPCtCwydx1Jb/twkbljTapZvddMRlziuG/2g8q5jW2HCIYWFWdPivLdCkSlPfuLmmJddaPCaZeanBMnXPCboUvdAZ0wUgEb32lZpeuueMTRdX6PN0ObwkSpkPkQmwhMEyVcWNZNQgFsv03oGrE0JDRzzNUIY8Qiye52kMbcFu3+jLildvzWCS0jkYtHkuuZoiwmROkybzsZSrUvqeK+hDtR1pNVOKxsMzcGs60nVWMuY79JFhcJAeZRUigh7DFqaAkGS6Pno5YsuMTyc9NuqfSc/TbYYDM6RzLlzz8EXaNWflznHi7L/SxQiRMXONukeDVFW22KZp7Z61qmjgeWncIGQcr4nF3W3QiYkuFqp9hCplRDUKGgtou4EhBlIKWYdhl7wvQ4OrAHKXokpyUGwb6pMqwCHrh+txcF8tyiYc4xhNLgNMKbZijXhB1gaZoQLzKQHXqNV2HNNSy/HYOV0jY3RoIKkjlhI/OdVXiagbPO4V0hpzh2RaOeS69X7OMLIkVu/Vmr4fFw0PRHYOK0YM5oB4zoV68shLp/O3STEuuOjVu7N4JCLZjQqfK1l64pNi51AL6yFZak1NUWXH3sVXFbpw+xfORYNR3FA/vTmhl23GfPUTn1ufindrY/+q6ma9fexxN4ru+FhEIVSob4ca1UvOAk0cRaNgK7+O04ZRqFNnYA9+wOhRYjRcJruyipqNWSEYNcKxgl0HJFqmOsxImdrwZbHthI0AGbhMd8BhtlxNYRTctAqpbGS0jz5zGvEnSYrV3bwVatytPR7h+VYH36HLsZ6MeR5AGiDnmdZBxd9hv4tMQIBbZJGjKHL8bRirDdDoBmBgSkUfDWN9EsssLaq2hgh7iCkXRUErWmdLSjQ6HZKuslm5ruaVUqHggojdA5lLmx2NcLUiGUtLXxwLssMUCGQPiKUbV2nJM2tTJsEMaGEdoXJKNMjMErW9Ui7ApFPfoPWmhITFto1HOk/D7G66kjWKTpuSdcpkQF3JRPTlNTXtRcQm6tlrcEL/DnoM7eZNgEa+ye1x9Zl4m+4/TCDoY8yyQLCuzTaf2LjPlWzNkuTMoo1/x4Nvw15zkr0pBRSOQkLOPCxI/1+qHRPg7ns15EvvDONAxUs+ztf+sKcJSGYq+S8TCauINaPngi+XOp89NuKtV0yTG0vbCvXqW4f53/IgBOjofigvb5Ozbr7SOltc+lgGctAk9T+49Cn3N96IsI2tLdBxmBcN6JMkIpnncq7GTwtCGRlA/L3ZHs4ph81yE1vm8ykoVqNc7IN1pVMJy8vi2bMSgiQMcG3Ql5q0rYi4fvGDTqMCuNwta5S04ZZHiIZc1bOVsMuv58YRuO1O8b61T44vxXGPD9RDRrlXXiYQOCC1f07KEkFAbW+mj+5m8G59eILxZb5yuyfoalwY9CE/thljtREwwdOM0H5kX5JvWz0Hg2Av7CPtAmtHdcpbf7HnRlBuuf+3+j+a+7RULPeM0BDSAnL0Ml1gWr7V0qYwcGZPxnvxTH7Pg004QLg790IFDVOJq3YPBoCn7xuG8zRNTpKtszEFqmzLWu/2aLChr0jakmwTLRI2PYWjfa7vBnvaJ9VmFq0/d79OEjLTTVPmXMnMHtTzfNAi4abfUIuJ72TyByrOVynAEDpNv2srVsHFpPwmQhtPo1NH+ja8qmKPBenW6XosCTzB/1UhRYN0UpBu1SZW5yHa1PbS9AyChoZ1Ss7qWbJ6Wnjn7xhY5FLixcMLl7YN7TuBIK0zwPXaBRO/8ipecfCcfdMBJcHbXsaWNF1aowVxwSpB7S4RE4y7wLKhbV0+fwUs87dVK7yYKfcDaOKFJ/h7VwiK+uKZQiIt+U3YQUhDd4I5S8TNmiYb8uMm/nVPKqaNNMzrdaduKHgdawk51U+B8R7NgQMdeEx2R1pkogoI65965n/e1dHhmZAae1Z71p3NRujQRJ1iPEz0uv67o1DFA0dX8KdT2MVFgVbF9tO0KAbW2Ncj6KKmN4cS7XP7T0a66hAc7uTBxP3aGjje88UyV2IvUuJtjS59fDBwOEdIZ4mFsZKwVgRrJuW+zXdUDhmb0LdbZjX491c+vYUo9XKdnfyGMXa1zh1ddELidpDMD4OTjcGliL+Wf81ncsaETISEgVV1bCCpNXQR1Z2ZVw2HMEyMedM/2tyUaWdT5Hn9AiNC8d8xJeTW1ynfbGVM9aEufH7xB7UJNuPX3Xs/e2BT6r12hmTtciv30xGv6+nJMZhnqBLDX5fou35DDVnvaVkszdI0wYB/hb6TAy5sdtYB5NTVVSyZO7ZifrNuZJXGbHy5cRoxNq188ekiFb0nzxauDa856dq1qf01m0DZpyi+wRdM5zgxLXH3MHBrrWmZ8az4OnTHAsNR1jEImPgz9XBUz6waHQVBDEaKihi3aykNq0kybQDEKuW7ovr+Jz0afBpKzi2sK1cp9p4hnA1BQkiYoeJYRw4f/SgYq+uRt7MtPaSVKkMM70pKixo/+byQfAsEoaO7Nqcd8nL6iRpnrTyGHJJy+Wnt2U3xfZLP3ZBzMDl0ZcFP3MScR3xScmxOnHDr+AeTq05N09vMFH920uvZIRYoBPCyG/SvIreleIzldQqlWH2yHGdijzeYkGOwUrroJ0hTG02Ii+TOxcpEzQqZItaSIlFN7qvkJ/YOaF5AYJzBRx6dwcH65ka6TJWqZKJmJtj6r6BQPFQpV0iw+rcc82pk/j8A+jPIKcM3JvFfauCgT8UdL8m7luskE9cp2hMg6TNH4NBjKpvIpbSQzsmR/Kn6qswe7g4bB5ZOpLe1jDpfJyEzr7YzlSf8tbQyijZLHGywMgIRrFXTt2jsVUxQ4XZEunol4kWCctP4YIRuL9Kixqh9oMyhSYY19bDtZU6MBgTfu5GS5lXaUEH6XdjkOynC9gPlJqTYVCRvkzRR1MyCsGLtpqMd+3zsXv0MIwKZRhYnlHxDE5SgNXmDpd4lijpt6m52XvI2Doa+PxL1LKtEIylB6DznKyVVJ3x4BPvY19v1tnHrdkU/MM+1s6iDuCuGpMVTwGe8C+3zTKKShYkU1lyOLpy58/Uc9OjufvHQLJ0pRQyYeCz7uoL9xdbFZlrvJtY+53D5HWuU0HWKfIMdyuxVZYxXZOh42G1/74w4hTnGvLflyliLRqmTp3Y7wQBIKU0kCzSOVn17POZsIIGSRJhxs+PQ8uq11uHbOyXo7DxMjKS89IRIA0Y4TYL1vKRUV7gS2ph89sQRU3B0mDbCBpGaMiO0SCLqdVcaCcVqbFo1NKZR2/oDGiRNPIi+W19jWZdlJx3IpaQ0VmnEu5k3DtFsw0pbQOQnWc6wgMXL79t1W6GOfxF0kVAFCqZg1EQUnLv0ZAwJI5GzG4kxAjlnAGV4OdQc8w9A0szO7fp/EQWU977E/O/m1iPRL4BzIyGNcW8BA2QPx3mSmKsZTqHgM3fv2BYd0+dySBIUMMzxwXMNfmY6xJFFRQLVYL6lodIdivL2FMGbwA4LbS1Pnr1mSQjPpJdpSN3WDSaXYeO0ZowpJpuD0lFTk9fDhNdo+ksY1rW3OtwrHWqcsYCH4Xy2mjc9w+ql9a86rNOsXE0He/gIAg8ZywVEaVYDlSlswWbrIyOKtRFJuMuM+ZswfbAtnKdkhifXO3F1IvRMEyV5F/JBVeHDDm/K+Yeqi0DRnZ7h971IEVv0I7oO+Nl2YrEUhuIueRV6ys+5pDu40/o5k0OBSrMkcC33D3MVBtoF0cg61lv8+aCwQHBZE9N11XvuhcwqomXn1Sz8GbwropKhWOoFNB4wlHQX5xGFJG1lZHVyZlHhFGOu05xKl25fIoGChtErNG/uJqTgffrzwDvmsL3/1TNeoYgIs9wbovamyODXHoSr2IzlxGmknuv6ZBgcGaPkO5OctDw99lIc9oHTXHr35fDJ6GIzH3FaHdjTL/uBINoxieuIfKn1oJFI95x2lun0WDwjr6pWrfCLxVOsjIvJubUohI4USSFYWLpo0VTsXbRcJRMgp19hxFYgXBeSG64Ihvgf2/XKuENBGFRNQOyE24hlKxTw7FtLBoGrE9o5lqoCbOslMaK5x3nHMxELSTFWrjJIjIvN/MRoZ/T6rJzMjJPnRoanacyNw2Rvpon4NVW5XXQkOVlmRhahfk7cmFXNnKIYRS82SZjj9loNZ/8PRqpZ2vq+jRij7KXqHkQ44/o35w7Bn1OjL8hwq4W7uwA/b1xXQzsb5y6kqHD0sNkAJvXAJGpJc5Za1r15WPuOYIRC4DL4NeMoGm0vxM1i2adit5gzlgQcjLRTaQ4s5GMmjRnBmfF8zPfjYVn9a6qxnGJDGKBJPe1iDymMs64wMVGhxrs9ntB8y614dWxoma9wq57Zsz9MAaV0E/tdz2ja5gxrv8kRjnrO8B5H+5ukfCeCvl9rdCmeVrZ84LumdZ1qv2YTDmsvH2b2++MMiBpVeqF+5QF2lcita+x/AxzwThsL0FDw9WGd//m8Jh+4G4O8xzTFFDQg34Mv+u7Tpl6srOXeMhxefFdTOL3aBjNvc7WAPtmW1+DnvQLl37mBE2QTExjwVhEaj89CYOpx7xVENIme4gy2gC0UqI/ewX+jpcs6F5LnhqCLG1yXpMus5Q4O3OQpWkj1jR6u/MilHSarFO3yd5SMheU2QNIoGruJXTCDaZDtZOcBcS8Xm5dfqBtbjAsi4iSxcYs+VZas67N8KesjwyG+J8rpry019F9NHavh2rcAF9WqHLudvAI8iC9j2FqY+9bqcZLb9s3EL0DJ7IeuJiVodA6b9/tCvd/qzZlL5A41xgSxf1zyDKT3DvNgOdkfgo2IalgPlnAYvbJgmMD28p1CgilbD9jR1uo/5MyajTATcGYzCNtcVpfuBoWlxieBgm626iVlDFD5WkNbZPUVYoqSebcx5WvNRlVh6e1sT8Mrzeq+aVo+Ft/xQv7JPMz14GN0SbFc0+ay6gCC3ZE0E11ic1ElKlZ9wPHB1mntPA3Reb8ysk61baTP2Ebn7nJskzlz7newkm+88oMiieRIGgup9WsT2/LBYYSsL9KgnPsmQywF/apMLnBPOlto/CqHNtGcD9BTLjuLGzmvOGmWqU0ppih8XWAUeFaJVNMc9ZUBzPGXSupwXb/ztkWjEVDdZY4sQnTOSZNfOaaTo3iUBfZ1Np0FJBUmPODwRNtiu5yyNT0e1PQd52KCVFZiVaUa/VPCvyZ82Erxmm0Nsfl0dEvEy0Slp/CBUMyk3KHqP8dXayV0m3cgQSjIYrtEYLlIHbocb8FZvOuzSncHyQt6lD4924kYZiKjMfYTbXbOJP7LccAekPkvLsgREpB6yJ9HDJTqQ5hMh3Lh+qy0wQcRJq+Gk1wuIRufWE9NMmAKPh5yI7RyBB6bF3CIdzoqs/64vtIU8ZFJDZBgymmhf7xql4GVwAqVCvd0zSYNKMsiLhODaWLpjyWtMGjE1pQEOZfEpI3ypdcCvQ3WvggnE15mnWvgK8ksXFL0Ru7E0Q2Opp1yuz33Bhpuhb8nz2rN9Ba2X3XqVxw8Xj9j8wDqT14gGIoluiBWt20ZuaYv278RDPCu2QrdGh9TKC5+zmcdxXVtSwo3sxY0mIoFo/tg20laEiuHOx6ZhihqZr17lbEnUKU7gesJEsbu2FC3DQdlxJvL1wZnXVKrlMCl+bRoLX+yJtmPL1hG9hdjWCMsooJWvtsDOknP2ZAde5tI0zSxqI2BjY9baZFw0eNRnQ1MzRJd4e4Qahcm5pvlzuQJQzsFlGhx2ajY/aQBR3Og3PLZxRvA/ebwUydVBeA5Pua/oxlosu98ZvPrEbVt4uJu8hShGj0L0fmRuULBwNBrV7mXHHOlIzXsHPYU0bYeq3gQSqja3HgHTPBHq8TrkMdamjPnS88G9j1mGXh54W3LIHfF7Ryu0MJ8X9grKUJuPex8GVq6NbK7VUbCqzdcTNS2PJhhLygXbofMgLTRmbUK9g62H6uU5z2ILWpMBoGpXTnTy+v1DAIjLmMSWo7sQE4WYGEzWRQoDDz/dAASUkrqJR2Lvsag6wUfEB0LBtB0ATyLuyLImFxkZhI/uK7JnnoVBkxQpIAbF0XMuELJZKWOUxT3D6UOui5sTUHlDmsaXBhUJx8XpRCbqiVxr57TvuxeUI/LOCMpvn8k4xgN0523njuGClmnGO2JQa8Zc7TneVbz4Yy9LlWJTYV75jJRPn4odp6tAqVVjCMOeWGUDPNvqsyrrUpWgijbVw1U1ZkLvBZa+XsO36RytwRYtz5EmRFMfBhxzVvRMPSeHIX9jkMtt9WE3/xQZp+ScdJBOLURa7ZdyLlCiUZweBbGTOtMFsCa7XBMtEiYVtZNADwFo3cIEnycKWYYEd6EOu01jhHgxmljbGC+MHI4mFOvx+o/c+CV3ZwVhenYY/J8bRPo9dZ13dKC8Hgc3KtKUFAqwEaH78/VcbN9Azsu1oa+s7LHSMn61Si7wdZCxLwXadGZTLT2jkxNamPdwvirBrDm40h5z3SF8q5v/eMK1GOCH0eY96d/UQql9EfNO2rshdOug9y8zl3Tvr9I76rZP1IrVUnjielBUq0GYkxMxf2xeoLaUuUybEQ+DEauSCWyyExGoBnjRfr57IgZS5A8mxU4IzUl5p/WpFLJFneoi+XA5t1CgMs1oz3hY3RID+FF9a2P4p7C3Wn8h5NCvxaRceJG48Fb6sFS4TtZ9Eg68N370hpv+ilc73r1OKkybE+i9KhymqehwoVvkl2DI3GtSAnzoJ9nte6xJivQJPm7fj+WA/x0eaEA+7OlKy6VCP2SQMlnoEqJmgk2q9VG6MR5U00xGw3FeIBus5vc2r4nXo8QYMvpxx3GjGJTa6FrIPDsC/MbMJj0BpL9N1UzVplgxAwrDL3PqgRFs7ob/G6DDUmo4/zZc6DDHRkjbL3aHSgfeOXWUggv0cHrZOmO9WQ7zKJ3amQstqzcQJcPSlElWKGqW3EGI2YxTlFz2C3Q4G+HPhD4MZoMFalQIEVWgznnkf2fNNu1UzsDRcXZONxfNdVWnbo4V8kh4IO20vQ6Da2Bqo/6FKbm4GnfW41cvHDNMfUGDBzQzdMRhFvMHbz4i7cCz4POHCVz6QIglGM2UlqXZh6hwStO8HgTF3zQHwvFd4CnHspmsna49edkx61TW+bb71RZIkorcfH/iBjekddlhY0JoTpGUWLnvMMXYBuIpexci9+1NH2U91bq8bWNm/wNJd1im0T81/6JT5uBdeNu1gsti9aK61jLEm7RHLxT6KFkDkf2PpnZE3nWBq89o17Iwf6/Qpmjpuh0kIfKe/vDHpytgd6Di3K46SP0WAI6DdO15LqnDXMM4yuZgi9dj4zWTblsnnCf1bKXI3o3S5bGeXCvuHYdq5THLOSe8b4h1FNxjc62BmaCyE5RB5y3QSG1DnHuauF50ff3WArmPP5DIxes5mTiK0/yXyHwsM8jNE8gasOci0RIxHkxzd8MldnRju9lY6vd0OgxlsqDeYZLy7N5iiMsGjE4DC7MaFYevcF7wWDY7Q24hpqgsEXeUbL6Iz4nAxFTqzcACxFgDAzzn6Gtlz4a4zNBrgg5NwjswX4ThlbmfYCEdtO0GDXv+jf7AkWcF2nTOexF1N1MRquub4vx5qJM/Ym1m1Ht6k9fS31RmnphqINBs+/PNDNKqODZE1cZiL6qvS9/QNWCiSe5+byHEgjwaZVzqRl7EVhFXTbn8ym7l4yyNdbDbyfpaWFOcSNW4jqrE+CIKE7zWdWbgMu04uwBgOIblb0eYYOciOuTFheWz7mXcM1+rHKrUqyqi1MQO3ayFlzgcVvSf0xfAYwxexJiik29irnlSN3pLDDGbjrMwq4DDdCaPIuGVbgysR3qW5vTj2SqDMaNzRSKKKP+Rc2WhArSzxr4igSsusx5xvrDgVAcWmLabX+2SpBuf+6ltLu38b9zt4XY58dMa8LjglsL9cpgNe0RyY8PRD8ezSG5QXpUas0M5cDe5EbrYMIN+2FgsMaGGWGSzSh1PwMwmCGS2lIW2hNTPfuM/nVBwICy7SnOma8gFNBd3cRDO/XeRnGFTVj6fYZVCMgsJgno4/wqHO5JuNWtjDQ83TeJrR/aCv7zyJcxWiKUym1aRTGS8fMVe65TmmSFD7p+DBl2axVC9Z+R1PhJi2L/Nep9w600DH3QMT3DXpDfV+f7LbUl2G+Mhyg1nO7inK5NDisoMGKWu9pGqFsY2GtlcxPepxZMVQoMJWrLkV5RwM7tP5jqb724sySYIXELgYvYw/JPUNys1P1dJE1LXsPA1heBQIHratkJq/NhF4iWiQsP4WLhBztx3wXfmUODMvIK4U6cjrlLkyz0EcHgwubyWhXB6NZTgVvJ1x5gmeFF0wy2zF/7qGMnqil505i5p0GNpdCncPgMGgv9hpHjdUqRuCkT1YujTHzfTCWC9To5TDeY5pzuiJjLMYKAOZwsl2r/d/jz0fHzNdcWmXDMKVGbM/gmAFfmKPubjXXl9SNlE3w0HifNy5+wm/HgNvzcmKfht7g7H+22bgoLcEfAqT4G408IaLxHOo10gcSk94WIONK9w2S4YjuH0pnKlsiMWVDFArinpnQ/NtmOYVSjntigsQcl6gs+MqE3GoNfU18HVBEFVaC4Fl1wu3WESsKFoHtJWggul9F0aax6wsnt7ZGtyZDK0R0G20GfRW3SmM+wcJP4qZK69Lh5T8iBmXmcBnVeV2Tsm4GH1Nv90rSBXQbpu2BmVMD0mrCuBjp7PS2DcMg1SCpl2N9Ks4rV1BJ8iNGSx8Jis8C4V8Whbi7U6ShyHPL5CNtx4oT1DimNPJ7/k3F6SK562pei0Zu0Dz7bpnMpw/XjXN4HaHrVMY7RLozy9rQMZgNdyubbYNTxtB2dBhX5aFGryCRrZ18HdnrKqe7FrRGteKtTMnYKFHnqeLPIeMYVrAX3EaVIt3UzFmLmvAyKfTJCjLPziJ1HPPYhq5TjJkxc6LX6FORmqxTLHLN0HOk83OKCQt6qDlSDWAe+fb4Q9WmYs14H1Y7lfInplozju4hh0pG2SzrSuYmK2my3BSXQOVVJ9Gw6D3bacf3z83S/g9sUOg3px6jOR3DhDYNUPErVwuxVvZRs16P8sEY3BkRyaLlzC/pYs/cNDLAKOsbEDL8uXE+nCA+2CWOa8arY6x1MFVvFjzLcDXC5VXpiKtgTlXcfRUY8DreupD2p/bdiOtqQqjgYkeykX0Ox8vlXowqncPKOxdS75Q1FSOWsbZNI/y4lbHHY1pTlEGQV2eOcBs0s0QamghmUJgtUdT6MtEiYdtbNABkMw7+hlNDWVNgWznxe8UwLfdozSogmkc3bHApqZmppKqEr2b6+YG7ltSOw7D2mpdK6fmyYiX9u3mhMnaPRgpDx9fMzaq7R8P9Mb9/5zLzO64icjE2jimLYUoI7+wz3meVaGuJNHDRFM4ajvZ4yBLimFaJ+R2llMh8SLqFfhRS62zIOrQW6sVOhjGWUQABU22ZXmPJ8qyBwfAuIJ13jkuhlASgdx9OK5pYcEkg5kFXV47AlxPzNoY07swL2tI6fvnpiHkq6tEcgTjjDFhgiviCrY1tJ2hwkz+d+q/9x70ZXLtCxiIwVANg/idZNBJaj1G05PjJe7tqGwy+MVmdFnW2LJphEKHcv7mDLOdwq5RGLTyfqic/yJD8HbjRjKhDQNYQDmSUlzq4cBN9BeZed0OZi0xw9xlwAizNmiWVGdRuRNM+5HuKLBdV5nt7j0ZufWAObN3ut/NOKV/LnusOORQ12nt4lNKjtN5jYZpx9gXyCqMtJ77rlBC3Eq0i4ZI2pq9z78Zo3azGb9Ix2opLVIHBtnKdCu6qsFqQ+VZE7DCPXswzB6jG0S5oT6mTulBQBK1EaWiVriWVkrG1GIzo5wZdxhv+UM5FjYbfFLk9ftHyY6TCIYzTELpimu42GDysT2Ik/XFztGpRQ9zY+IcE47aAA2yohaz2AlidP5rhri4S9HzTPEA71pELxZy2jRaXu0J8uNCS2jVyBJeNTjs9GMLgLMr1iou9Eq0QFNH1lGD6tGbjUey6T4RsWIVXZKiM1r09k/gEBdH9Ypm8Q7y+5hIYsI/5e7IK62oLzkPcgkFZASFO0r6uE/sJ8T2W4h6VOdDo5bokbysYjradRWMe16laNbaCNu4gxkgx7ilsuby2HRqCOiTN9XLA74cxZzKnWRwjuEgjJgWDZ9c7TxzIiHbb9LY9Fp1uT+RbOqaaO0xZ7e/cmlbj3tZ2UyrYlM13v+QYdW+Cj1ScVsTyOaiZEf3Jzc3BAsTguIxh77qRma385AmD6Mh97yGujxwt5PlBXefdeTQIjKfAMkMaQsM40yntWk68BxshTfRcxHX/6p4/oZ9jqKgAwcTqjCZpAftNwbGBbSdocJCDqV3Nra99rkZ0X525L+eeLyqmOWC430H1Rgvk1WNpWZBf/4ZjREC3Le7RGfPdVbptyy/DHrrMoMUYtdTYzatR2hAt84AxznV1zAbNzJUYf6WVOC8WHsw4x0E9nC9PP5Bilrn5LrokqYy0tXrzmNDUnM4eisxyMY1o7qnirIOYNSGH+JEZtoai9ve8FGnz0NUxzXyCkQUcvoDo/trXlVfNIi/DnOcMKyjYCGwr1ykACzNLmkMyeo/G0EojQsMgeA0vk5mPYojbkGO9yLAVDn3lhTHPgwWwPHcW/tlxGO3G5mOzp1Vi3FPWDgCbevDqIamjNwgOAzPPFF9AnJXSw9flPAzY0GcHxxNnFPazx6UgxoSMnbZatePOPb+IGAVanW6bic2TCsKlg5aQcW0vYlnH74WIu6K2ZSKVD90H5nyfaohFQ/IW8D29hsZ4ppo+2pvjSDRLdmHfMtEiYfkp3AxknkeB9nnRweAjIV/YNx8W5U7QXi63AeZiIK292SzGcpMj37ixyWK0M2A3LnIQ0DPBD9BtC/Dvn6NNzRF6Nqp7x1ghlB4+rbK8KDfg4LXC/EZOzxF15wotC7vIjIA7mOeJsZjH9U0zfu/sRYcJDHZTCdx5mHfYoEWXO6bhha+LaHtjyx+zWPCc3CqpbAsWg223jhblNzgvE74ZbGk0hmSjsUUsts4wjumuuTVP4wWw2qarHUaEZfJGzuEcd5axBwmXqtHU1Qcdxhpu/9m0LGJjcJSW5di9zwzlQt07BiDb+pbRr3O5Ym0ic1QNcS8CjrqLjBJoCIQouDdpL01mojkias2cUlovhoEeGrsSGfto6ts5cDQVBQVbD9vPdYpD6sbcDv6lc22MhpznPStT0iI2po3YTFiz9vh2YhtOckPNTcGXAzGeZWNPPNbYshAN3Ti6bX8WxdJwbIU0Hx1q1fBz+yiPe3tbeZqZpsINzdozzMVpIHEeWNfTDWLslYpcBItx1o4sWnWDrElB5/4xrJVeZCptBW8KxjT9+c1G68oZGaN4WIgbbVA3Fpplc5nQQC3Me2ARWCZaJGwviwZ3mdfW4Rl4ROgfe8+Hs3ctYA4vbBks/3oajLF+76LgleM3PlAz7dc4NJ7FYdTmGcMNWqupc3YjDuKjMpfnCaI39C6iLxbIxOUiZs1ROl9gX0beWgPzjS0APVZ41sLfAmqlAoVdFhwX2YHPbiBS82HT7gmR6Ahy+o+fwBuyDy7RWBZsHLaXoDEnqFY+eTDRdIEbFaPqu5QcRaT6Y6MtBpuFRitWOMjavjO7INfcnL14c9rdKC29VC25rXiuehiwtwtvU/RuHeOed+/lGSZgDk1WcLRcsyQsIkCaxSZbxJJjP7DbY8Lf4MQjUlUjlvDR8vvvA6/775JJPsa6y24BztxSWDJeFXQorlPgN+Icf+ZqwWrJjcg7nTK1a43Bm/rR2M83Ms99wXAczfE4qlNhG03DjVznldILyYZ3rG0L7YV9y4GNyHVSITNLUwpS2tsl0jHMI/gsxHC4JMlqjjXMtMJsiZRZy0SLhGLRSGBDz7FFTRDxHpDlmoDLvO9tVvBwGBy5ce1KGuh5A/RiNFNrz6Ll5g2/ACpzfm5Z5nYLahi3VTDpCEuHnYvzdtMCLmqLrs/Ib9JN6PIXWxCbePZpGtOYeWFfQcFGYtsJGlvmtsolZsq3OpY6I1EmyuFQkINjjVEf6l6V4t2N4L8hl1AOgbDfD75s27/7YA6X3KXAZpzXcw79UrkzzeuWt8D+LkdUgUFxndpAbEjw1EiooZdRjcCm+lhvRHzuvOO1ROdzCss0N5caWyjD1Fjkxk8tOs6qZD4rKDgKWNK9f6vcrVEu7BuO5adwibAIRnq7dvi8twoXbD427TwSGlrWG+2XEpLPekHBEqEGn0zjmMBy8u/DwaVi33wqCo4hbFe+d2Golq0LC29WULClUNzgCgo6lKWwqSi6nILNwDHrOvWa17wGr3nNazCbyRfqLQLNsaqdKQhQNOwFBQUFBQXbFw3UUvEC5cK+o4hLLrkEV1xxBT7+8Y8fbVIcHMtiyWwzfQWXf20VLAnmOhOqMtEKCsYgyDJYllJBwbbEMStoFBQUFBQUFCwPZtCYFbZj41AUIwVLiGPWdeqoY0kujZiN9Xkd+FzMfJfyQZ91z25m1ol5TJ/b4qDs+mfDTMRLsj5ysFWyoWx1zGMRXSZXhiTmYAZH7+dHG1tovW8pzNmvJTxsODTUUrkr6SWiRcI24JgKDDZrU1lqxmwLbKwNqqOf1z+CGbexkQNvGZi+ZToIFo1F9+88N8su7VoXGDB27mYgeE+JwTP7i/fzUV0TW+XuqHkwb/8u2BIQnWeLFrqG1reAuZhUtm2DKVeQjyJoLABm0Y1Zv4OY/61mFh1BLu0OUcG5gf2wrHyThGVgqOfpsyaxBUkM2jIIM0Mxlsk9VuGM4VbsGrJ5zyOscdgKufE3CsmuVACqsH+Cu4FUpA9pGwO6WmksVlDo6pKsecuwvxcUzItt7Tq1CGZlJonu3CZX8abv2P0cetlMzgvUFDaosjbS1DBtBs+5kA1fqoJ8v6HM6CZOpTH9pTZD8zpkPZGyUQ1eDt3CJA0UDZldMNc9gpFn6bgtwgLa5LhFalN2azLXqTUbMJFz7OnLa+ds0WiV1HZvthCldZ8laBn7b64z3n922fiFYxCNXrKsU0tEi4StubMvGRatzRIxYhMJNtbNmpMDmJSjqr2T5ETme0Pn0IWdyxRy/RDwsMqUVc7YbpTmi6u3vRk1/H6z74OIMTQB8xdbO0tu5vcZ1Y2OEdqKMUh0nmoF6EqxWuLk2lVIu0UhUmYBkBKym+W1KYzFBqwJXS2Y0U/tNwMs32qB49kKW5H6GGsMFbJzKTECivbfcwGvYhQD0lRzzqqB83Er7i8F82HbWjQWwZg1sd2Y2+SUGrbRbiYDNHKj1YTxXTiEKhd5KBjMyyQHZnup3ILHdDPccZIkC+MRHaaEy4BBoxVLQHS+xQhmDvkU5ja0dM+nDticeIeNEsrF/txkZdlWcxlq0M5PyRqTimeSIK3rY8H9LucdNuI4aXS1kP7Tahh9uWfDOFrUUZsRm5rOvmBLY9sKGinkmjMbrbNM/oPNo772TKm4z6mA2YIvl9mIA8Bs/tnCX6IvBwsNS6bRHnoYbqSG09bdOicDyKPvaJtz5/X/V1p7Ae6LO1SX2dK94cxD5N3naTuwKndj5+t7Fsaoe3uQTzslJ9dFNN7efI+PajK1jzI/S8JyoHXPJyJZxN9r7Fk75MwdoYDIAtNHSqkgRkQULHM2C1pf5J3nTdxA58OxIPCORWvRXx4ha5lokbD8FG5FVIrXuquESTWj3hyYjVaMH9kAzCD45s5hfYgKZ6lqc5odmcJ3btPvAofF+h5nHCKLYnDp+2uFuXaRsX05g7vZ+/Ed4jobOB+VUgvJrKR0eyAswr1sEUJcrIpNcwX1291A5qXfE0dabjUWt24Tc7CBJ7iQ4jljs9nD5zc304rPmqeAmdZHVRMu9l/OvrAod2Byjs81VnPuvQUFm4UyTefEDMLGKQVN051lE+SAUNOX/yzLFC0oGJzGLcQ3Ze47JpZhgw9Xn7nbKD/TIUzejPPpWbCZPk+AGWMyyBSah9fM1+NoEMO2U3N9EUxwdh1UG04EybpzvByqwbJzyuvzjU40IcUabAScPjEW4BFIusWY38gcaiQlSwcz7oak0dp9bFAs1pDplKA9Z7/YkKB/LpZNmZi6jOeHWDSYuUXf28wF0SLkeyYoPp4ofE6ghdKj1KYImsVtqmAItrXr1BhNJfcIe8iwzHB70YuzSFOboLOH+ELDBkkqOQGTHljmhynnMzeUsQ6yOUhkHKXMGj3Tl7fJVjQiZ8BQDdnEBzHAftGR3dhoxhWEzPdmgLterFzqt9i7pywa5ldfVuOa3Ky7IoL37YiTmMuN8WNXDiM4bxupuayd9T/Oh35IHMQYNwN2/Dt3Fev2qYnlS8GzQlSuAiGyf/XZkTo6vfm5LC4rdq5y8VMRy/YMme+wiNdkhKKFCGoZUygeDN7+ZqeEUqLwFZuv9qeNOg+j2encM0BiRepj8EbAknVqOLatWDpEcyyVbNCggTDQihw6BvP0djVOS5fStkkQ9we/KomkQZp5nj6xCqWgN2IDE9pbJu0N7ROqMV70ZqO7IGy/XqW5jE6Upry+ytXqyvdoxNLNkt9132etm1d+P1Ea5/aD1YubR0OYpVztcXT+bNI5No+VMKBfGGc7d4duHwlTh0T7mHmzdLd/D3IZkvvIuq/pamOs+d6ZoFTPEBohUBIAlFKoFkjU0Lkc7A2pzFUGSrmuWFUrADdaxTOocVVxry+diUsi8BZsDWxriwaAuQ/Rmdb5sQlzx2jMz6jogZtP+HziAB+BHMbJcW3JZRa5IRDOktRN3FSLMfRdHU1nAn5fpLTpQ2iJVhXpU5+GMPA1fNY8k5IH58nE5DNxVHkQE4bCRoTPnVvCoq73WITLSKPVhsZQzFAdNcF6Ye8VId+Zb57lwfm+g7g3qd6SkUIw7nNknVqEQiE3TmjMMZGq2dllufpTFegBLn9eOWNpZff6IQqIVIxNav14wdtajRxv1WWd8lynCgqWDdtG0EiZ8IYGaSaZYyG3NRe862tSzEZoSRppIm0kIchD1tmlISdBVyY4d4TFRfeMTfD8UdozlRD4KbpOaaQ56gHIYUjNPRri3R5C3w0dIu7QDBknnr4olNG8ZbgRMnWJ7kRWGBT6UKn8fLVSjMaYoeYsQUcJJIFYgOSFa0PnDyvtS2XHZ3MJ2hnrOqW8fwVob24E9VIrn5+lZmAwuDYCkQaODBVWB8zVubL1kb9D7bx2mOs1ncF2DF0qXftuLFbVNZ9jGRjYr4kq/fngkFDXbuGKmT+5qBDEaGz4NlMtl5V/s9FALdWN7ctEi4RtI2j4aFOUzVdHa80A1nQd/phj0SAMrXhHFBUyxrhOLdqf0KtK28Mj7INUs3Sz4haLaH2pKjkwLgK2H5bNTYEgZ9wGBRh3RVNCNx0Lblz8lMmjpldmFiCpD2YJ1wKXsQvb9RFjstqbhec/WJPxCpnPLSydYUp2SqyNRadVnId5CQVtnhkYe4dDwKxWcGI0ctdhrvveGJ/9owW6dmKCqlatW1j+njXnucU8L7Y9JEA/da4hvjc5FoiqFVpF17tIPdpYXDdDuPDQDLB8Kmd+LPGBW7BhWL5d6yhgHj6capUdcO4kERNpFurM4aLatCEuJBnQJquFZ8J2NHAj08Zq7aUS9bPkCN9vBmiwpxxoPH87sy5ZQO2Zj/rAQVKW9HNMazePsYVj9IMDxosfmqWEW00Pnkiwoz8fHLriMRr+GNHAy2woBVTVQlynVHep2yL8wDf63pRR9Wc+Eqs6O76Hs3A5gq/i3Vsy4mSibjHCzeAzqEDRYsgxTKfTp1WY5ti3kEiQGWWZ7DHg/fUzhLTuPQNlhnE1Q56wNGoKUsGZKKnsvh1TTlSMokwgM8d1y01PHPaF835qpNugeUdKJ5N1KuUWHINE1kKVAoJlrODYwba1aCwCDRpWQ2M2uSC9XRUeSNnIsWgwi9Qx6w9ZxFJZgYQGlcMo5DK3rc/5sGDwedJDSmC1/IyPL2CsYYungeuHFJM7JOjQ4XUSA2R+5d7TcX1QggY4RQzp29i0lqyOTcLK4LqeKEuRrhT8c1dsnsyzRbgKxOoQLTfe+Bqz/ZBMWFw/iQyEt47nj2GTXePc+1hUdC+ItsG5bQrVZMXJeFU1WhElh/m3Vzo4F3ixQlA6psn+Zpli3u1no9Jqu0S0/yil2fGPWxKJUBUw2Ob5BbyD34fchHaSOfR7N4vcMyXidti7R1fxeVa5814hZsGK06UVsZBkWssWgTVdW9qOwcRSUZSsU8OxbS0aTjpCD+zXgjZM0tD4zHCbtEQFh2JykSpyMA3U5M+g476iCVRKp8sTzR3gmXr9Z4WXFS+dEzd0NZ4BivS31L2NZSZcJiC7ychcC9rKzTYCd+5tiJ+m5tdJoKHtOm6Q5qwSrEOdZBVYyLpixiIQpIn2IMaRDHFBtBcfzOeTq7R2rSySAN31qT9VzPwzwmGg/cw56DVEKyvgrr0he4YTa6aabIsNaymbK+tU96zq/hMSZxxJKXpiw0wtiJ4FIpiLpJ6ZfzN4InNfoHkn+7AzNrnLTS8BM1j1Qc95t10z3w19B2YOxLJOcajNFjCvq2iMrsg9Gik+RdfV5sZoSMLivG7oWyDOoGA8tq2gsQjMoPlDBuAPOj/oy5qZhRPDz/Ffj2MqB6XD1Cq6aWyEKZVuWoHvvxDrshDEhI6IKcH0Z+Xt76Mxx7Nz3aORAS5jFsuIkg4YYvFJuVFIh+wsxvxLwhqTItrUL17Yp9qDfuz8ttXq9LvmYlH1BF3LaOo2U1nG3s8yEpLVICf2gVc0eV9WAFSryAkECVK8zeLlK1DS78iOsc4QlDYTRqNN1o6OxGgA7br1LaIAelfREUKIls4sJjNYNElELqrQNY+OVzRGw6SjNX2m2ldOejpw1SnzPLW4eYq+OQ4mmzSCi3UxSpGEgOG7ABdsTxTXqTnRbpx5weDzxGgEaexicLRpoZUgay+XNhDGUgO07jRBBiGpLeqjT7TjjX9wSXRysSqbwBBtiLuURzibwYaAaqCpkJtF2wjyOcYvYHY4nsijJ9B005z65ivv1PK1edoTZmIQ3btia4jxm1dYnNvwPKl8Keaeh5Hnx16aJ9eXqItmKxolCXftwJsnQlfb+ab7so6nT3R68JqFRletK4nwcONZsXUVX7Oxu49iLjmDs0YlIN5sTeG9QyMJ1J3QnnWvk9Kjbq336dXeOWHGiUVdywo/W2H3T4Q0Q0FUMeErIWu+T1IuOlbBU7tzf6OVA+3Fw9VcFki23qNtdctEcZ0ajm0raAz1cw6eN8wxBM2qzwx32tQgtV9icTkZJUYw2Gt6kjZVK2T7dmrFtDnyfhCzUUmbf88c8kzqImCqTrl80Pmy0an9nA084mbXavVlpiV5cMZAhD//AAgYJ2Y8stLbIm1tay1sfP2xcTC/BbwSd/GlKFR3dFLryYDDkDI+SocuTzGrGYWTnU2r5JrPI67/s0Fl53bjC7oLaCvXSkFTXVPk7NNc1imurqwYOaY5TTIEmvqBXnvNpqPtMPMtfJHto7H18fNtwywaQ9O7MtCq3yM5xYJRtM3DGKVdjTtpsVvnjW4pkfZuW9/QJBER0BiNVFC9Od994cw8JypUjNDj72eJYVwUMx/be3PW6zy8V8HWw7YUNBZ1MZS5pyL0zzWL3w8Gn8MXsQLQDHu2AReoPs8mr8NNllg0hkATRtbe3gpvA5JIVWq80/HIxyidATOW8WxAhvBuQ+aHYUqAzM3daMAyoTRP+xEy1pap8gIvU/SYeZhi/Ljh0ioi4Hd0O/VSxq/TJvraX1bQFLKqjYJu10gsjiVgApowxgoA1hueFk6jHWXsmK+d+ABGsB2Cdv+RYxd8jE2U0ejK7RMVxsgZJK1KymiF3flsfyfllOovOAxdzsz+xmh+My5edSwXZP4OvvTREY68fWfebHQ0aNxUKbktdu03xHVqobwm9y6BRaNVzATrRKn8jI5I0z3TlSMQBnqNugqyTjlzP3dcOsudU9cCLvWlkPgFGgzu0JOBZUzRXLCx2JaCBkAYx6EMK9VUQXcbJ5Mar24FDboWNbFoUL9SSZvum/L1iE0kuCxqJIz2VY7R8JhenX+QSPRJaSp1vcgTioBmWbEapdA9idOKqVTgvEbWXGu1ukp2g/DaCGiJVZ49HoSx8l9K6yDjE8cfJu+o6R5PZWKSBJb1Jp7H3c1o1B+Yxh2qrT+mWtbWn1oLAtdQjHU1aDqLipkTY2mh7+7PBZqVJ7BoMM2NzRAVw4yJ0ZAYa395hPdchEQHAugQ+BYNKlhDcMkhMQLJe2fId1LfqpwYjZT/VwSOP71WrTEP+ZY3AMHe0FdHgsEz6ZOmuSg3+9976W2BWHrgAXNZQVwXBuEFjqQPaZYoBehIn8Tv0ej6ta4sLdQDYp4tK7XH+HvZGL3fUU9QMBLFdWo4imiZg8iCEDWGHINctQeI5BojNm8sJJnKQVqlc1DnnkHdocpred06es30eJm1Txvra0iEB/zMGrF3YsaBcylKZUyiKS7z4iHkMtIGa/uBMsnWgdynp/Wlj7lO9ZWYQylNdt+uaSdk9v2xZoXBXNcpd7Jm18Nt9vRwFy+QrBhttzAeVqDVgpCQ25+kL6PFhLGmMIxc9N6UxAke+zklQCzyTHMzl80hBMCP0ZA1sbHsUPYz86gfcKy7gF67DoW9q71jw41f82MHAhpBlFfSHD8KTFqONVxDYOYrAIq/c8SgodmxUk0p5W6xnNWYCA9G8SGdU2ZPyMqc5yt7AuE4EYfij78C1poJq1yK7hnKzEPyXWfhsJa3edLdRvgFx6IRmYvz3OFRcOxg2wga/ou6udHlxRhb6MY1iWVqqspRqhkXk7nu0SAbJ7cpBWlItRYFobHbj7RxtRtPRIvDwDCLfQYL5WjCdQU+0DimfWJlvhTjlXdqm36MjSE3XYbwBCltn8OXa2U1nGOCwXMe4e/R8AJfFQCl7F0kWfFP1se9io5P4Btv6YoEI2r/wiz07y6sdfZAJFmn5tUaKU2YHK+qmrwg12/cXRq20jngWFupW6DHtLf/RtpKCEa5SKUslhBeiKe6DH/83E3BynuxuxpIjMaanoT1kqJDLk21SR481ynT9JgYDX9/SwaN504rY5Gne1LTWsQq5g4OrbqA7CatlPJdi3LguHAp2CBpOrfF+VVVWUyx0mmBa6YrMcbGtEWtDrqOCV9yW1q1Z6T20x8uUBnAQg1zf6LjMis38m1LbDvXqdQmke/uYzSyFdabbpMgmwcY9x5dK/eg0AleQXuuV0Nchpj7CCyNvrAwZGNiNICtSXy8KXW9Yfw9ERmLut1Ms+I5PDgWbE9LGYPR7CulrSuLUy/Tfq0a169dIas9J7A0Vo7EigzdvrO6S/P1BnE/zJmTvmhKJctptIwLh8ZnLj1INzXrquoYyM4VMDaH7D0aOa4EiR7VbZkYk5cb9CzFaAxB1AVyABMxOKjTL06eX2vq0ZmTctPyGmFPCQX8r2dGIeW7anmXOa4LjKJxXW2g7OaTo2WWGDnRcjwmIUPk2fZrPXhfEXU2RDCbKxEL04BvGfPbpBDX6YAYjSDWBaGLUyyWxjnHu/tFOBcpTknoCEPmLK974WKMBWOMEmVN16Mvi3V/GNz0UUdxnRqObWPR8JETsJrCTGscAZ/WMFjwymwoYZcnswOpjjEbGKMxQ5d2ltFQJiG5k/jBZx3ajYc57BPtUaY9GBPpWUlYTGYDkX+vlO6b03AC3/30u6N87aOaKarxyU8baDSffnnJTSrH9cGva9a0bjq0PkcjqRBmPkFndeesbqZY10wqNbRk0VhvInd1UOuBHyvEeUBJc111tOjQFWJoToWx8QEcszH0YMnJ+mQsiTQFqHH3nyeBxBBa2Ru+c58lwpek6GnbSNSvyH/+T9SVxLgCda5TM8p8eOsvGMOEwihIMWzo4eZQwhq72X7w3J0zbb+p1nVYimfxEeui3AyJtRFqDF1M1kfbXrpO05cpObyBchJmBPsgsWiYttcaf1y7f5IWDS+OkbpSDV1K3FwRFRJeJwyYZxtyuWzBUmPbCho+HE2adMh4mMGYgrlgcCYgrmo3IOfQSS1QWjTXouEdcmOzbAWmZM2bw4E8Joqjgvafv6lqk14UbryIrtWmn6BaK8waV+DIyjOPYVpfc9mdeNFRV5XZrM3Y5rpOaZV5iVIkrsDPOBJo93KEeM6iwTBN4m3ZDPNPwTJqEWGddUXs1rBuVG+1BONql+N6p9PuBrFqZmROjA7Crrr3NAyzoAVvNLG8zMkTiPdBMPNjvWmF5jFWjcCiwTGjHqMuyqnc957101rkULlWbQNPMHfv0QgtW75gYuj058Q8sXA5MPusSXARBbMPam0SFzReUWVdbtaIB0DQ1zRGY8jc8+kla90JBpcsWQOUeCmrAZeFzHneufeiPedE16lYJ6jQdYq7R6Oe96xk3LHYrFMFBQK2neuUQSqgMhczKKyzFxQxhVW/oUj3AzjFjVZDgQ9izUAYN5HxUMSqIKa7aybWMmMDJx1FS8jcGiaktxh4Bfymus9BANwQCH2eYr6puT/o0+6QS06nxO8sAxmptNU+kyxmKWT2WR/kxwsMgaDBkU1+95kqo+Fs2+IPeKPdlpjv2GHOWQ/IK4FNPW0f9v7uUu/MrYVLMLlBzAv9jRQecus6kC+UOH7smfqnefvEjL3qrE5rusZk4E3CqovHcUazy1bHvYcfHxB0pcDgas/NVVcKSjWYoXWHXfP62dTbcLeGV7JywAjQsuuUrNDJVXxIyBLwTCYn4Wftx0fR31Q8GJyWSyLjLPQVc2a/ZN9ziFtyQgiiShA2uL0i6W07Jn6MtVN3ViLHy8A/G+e5c8q3BpN2nZhMpjvNe9eZpo7ZgvixzYDGcllltoL32ba3aMyzDhu0GqbAoqFCocCYOUPTdzwzA92QhgoaDdrgQf9AZ9voUl9abb0/e6nZmPJpXX1DN0rK2FBBrY2D6Gg1X/vCzjyZNDy4SjDyIZIBaY0G+y0YQSCoJc771ysbzzqleO1hBPaCq8Zj9rUOmXhieTK0pJT8vSUsoeVveF+9II2mr/n13Ltssc5K4TAbWrBoVN2a0/PdvWMsIGu6jUFwqqJk+G0InTiLuY1x5ZmyjgbduxAwmYo1u13fYhWvb6gQRYfMd52SplV0nxLoM0oh6jpl6p91l7NZiwbDWPpCccoybS4uNOeC7gKrs93vFrQ15VZD107TCPfbEFezIQH52b/p8Cw354QmChPxctiqymOKE3MYQNI9zB9/XanQItaBuuMF9VSArkMLyWbwwP77DUmB7GOrprktyMe2FTSM76YIqWfMQaMVZjpi0ajDDULX6YOOp0U5daaYHvqzf4tz+/scO5G/mXdCypquXU2WVtkbnqEvcJ2y2mcPdX7dUWRucEa7ThMADGomg/G2bZF7DAKGncpBVvPp9l1UqzmizzgtE42PoHnbHfc2a0IQKq76vpSmo9ZKfHzWMHcukDYD6wEV1PwYEJDfKGww+LALGjkYzXsM3Bzxs2ulguD7BtOHv+u11mvZnbSVTPagjcLaQEGDwg8Ilpj5Pm2sXJdIAn2m0xw3qHBET8IzoKvDaPDpOkq63kBObzsqa2HyUhtABSkSCczj3PQNFFJtjEatdODKpLv+kphqlyDTZt+o0jJTqux+1L9CL2i03znulvQVlRpk0chJfhHbL4xF3jg16MrTkHf0Jm9R7/Y1Zz7VyumDuSHUwSVESWKLWCwKFo9t6zrlIMVDRH2nKzYLTFN7aTu7TcH3140uPY1eyIhZNEh2HFeT5t7inG7QbZvV8grPjzXpt1l0aqzU60EaUel9ue+p8MTd/2HcuiRSUj7prqChwsRdORlaci7sgxcI6oEKX9R1iuMlamiXwRm4z6tOkx/eo+FbNNy5mROjYcaLMmhKI+S2tWLXH02LzMFnKPtDnVMNunPduizWqnedmveQzNVGC7ApQyFYKHIkWbpP2O9M/f3FhFE6PUEtxcOmrBSU7PWmxmxI9h/TBkK3i1gabgeBcAne+qfhfOnPd/8MMEWNNcNJyBF5RRNM7bvS9RZAmrUwTwM/CsL+n4KYkadTSHBuZgBpi3M1ymizbcKjt+73iFRqcjdFLHPu0Q9MHIRPD93DJUtL+2P7ea2psVKtBw3OhAxzxjtBVwqoeglMd+4AGx0/0SoWvTaIBcmh1SsW27e3gnWjZJ0ajm1j0fDdkxaRdcq4TnEaGtZvnXOdAu/H6MRngGeScnxyA81DzitHHHB15W2y3d/rRMNs/JkNcyfT1mnu4R4GtG7ueXNZVhRjhtZxp3Hrd83vw25bD/iBDOYsmYkM7i27Q2M0cnPpc5fIrQca2vDxpknQ083l2KHTaAUtdMMsZmXwmeWOeQTQai4zXO+cDEON6pmjkQeh0u0aifa70BdujEZ4yI12W2CaW/fuw1n4GRapL+VGF4NJ1GCtV1W4n5gxiIFzPTExZ26MRstAmQtY12nckvd8GNPEMeL9nw1IwLRn0eQSj7TPu23HrNbsRaxzwDmHNO/6ac6CbIsGInPPvqvr/tj/3n3lMb5NJD5ETzLmnncmS2i06l03ua6mFvluvrFeEQgtdQ4UwmDw4Hz2J3Ocdtqu5GoNhewx9M+xcn3f9sS2ETR8zCNomP3NMHrOJmE0YnW4QdDsEjZgOkcppdDm2+bu5hA2AqAXhCSf61GSsCdk+Jq2wak3O21go1XQHSIfWSvR3SYJgelnGUAvM1Jvgg8JUwyDkoMZKjJeyhEeWHpN2U7z6cynFDJpdBhbP0YDHrPTHXaulrvKjtFIHVhSuuNUnMK6n+40woCJ6W1J2l5qURiMBoMsGvS16F0p9rsIs8zfLpxOVmGe4hQTuUuaU5jE3Cuc3zo/dTZAOmPSupY7xvrr7VMipPf1XHN816hAgLFrugoFjQgJRhvuX9iXTX8EqXEMkjaMuNjPWMUCYaZzF2r3LMZ9aSCtyQNAAY29sK//WlrHbSawPDY4JQ+zMRpkDJua7k1tMPfhmXBjeYwO1QkW1MhlYiiBUedRLqiyTWXyMQXbF8V1iiCubXQ/9qbYCasl4w46yaIh0eFoVdFvnEPg+Hma+hjNiA+Z+WLKV60mlL0ckH5k/L2pwGcuxHOe59ykKgWQQ8Eyj5lB4sGBkuHD3GhlL48bpVHWKmvjnwnWEu7gNak1OZpc+oQ6YpovANC8AHO4qdOuIFohevrY9KBkbrJBCoqtpnXx4ZmGIGiWHLz+nR9aq04BHjqAtwJK2/4iXKfspW7+wia0xGC0g7Omi12RitM9g9ElifMBRhvr3qPBwQi6KQwJol/3577OuPcCTApvJcxJQLxYz4GjjCGWLNIfxqpq7h2xwh/Tt75SKyc9qmR5mUfQAMCv8xFaG7oe6BrUjWdxIwK+UbStN3W/pv0zQvt/eBCt7eH54gRJI+EWmHm22vuVIsV9Yd0X2HTlK9T4OM9kcoQKaGqgopmmIhkZDU0OOamjSxC814WU9NsBxXVqOLalRcMsYIk/zA2WnmkmCNqAdZ3qc8W3X7T/VapJBPF2l/LkjpanbRsMTsufYFbXPObTjxfhYJiI3uXKP5AF8kbO2qCHyRc1GmKR18E5R+fLejd/Uhpuo+EddI8GKvdmcO9ZX9ttLRqJejmXkPQDjAtUE97kbiwaRoDLCljukkmtN5U4950geq+6WRMP0PYZSitrG2Wq5+7Btm+YDy27Nrj0yr+ppt0vYm4r2v7PrZD2JxV4B4MKWN4rs8HgcyKmH+bca0YFmJpnqQWrcyfh3sN3SeL2M2NBpnTRZ4DeKmFS0YrB4Jq4VZE5WKGP6fJpaKhGnNKpgSPNQN3g2LHUIYPMuuEwFmJLuyneaKvgat3MEvNXYG5tE9xvnHWl6vYI8kBWjAYBq0NJBIM7d4VwdHmuU2YfZOmKdIRWZq7Tz2H8SK6rHKswozIj+Tvp5hhpUrJ4b0ehZbtgWwoaAJnUA90hHE0VFKt90kqhmbiMqLlIZxDjT30klbwZxuBrRZJ+r6RtliTBJeFwps9mT1cvXIibbAUnq5FDgyDwJPkUc3AzzAMHe58DeYZjYHJz2KeKBYGgAoxG2QglwSbNWoLMT/mesq2Ln1uXzyjIFo1IvR19ybSOTPtAy1gGmV6IdSTQypufTIC3B8mdApWC8rW0I9wE2vgA/l0r6FYjn3nQjnFPjGFGgqn9+TdYQA3a5oOkuS+Sft8CgzljGBffm9WUTe1T4vsag5cJuq1aS5hVNgmuU4CJJ4orUMzPZl2L92hE6JcUH4M9/nz5IvG8In/oTgEQ7DHd+TfTCkcENyG+0jRYXYTqFQVGgUWtdT6GeAsYZp4XeFT0LhpN6OpjLELFiOnzVNYpk4jDUaTQR+a6R0NQwKhO2UStNtyRojWqEpVRgG3uOkWZM+nCNq2VuNEajbI9ZCgvUinmu3ZDWVFtdgkVqdvCbGid8BKFtzGYQ7BhT13xsaB9q+lowLteocsYQ5leDdm9g3AFDZTtP909oOxh3j9SqYYwi/mMfS6CQ9rjXNrA5DhzLPUjd4EhhzawtGU07AZNmBvArWNNT6z/d5bgPIBp1J220rwzfY6mt+XckYz1RzzjGg3tu04BAYPTaPBq8Y5hEQUyzwJBmYKosM4Jr53rVG7wI0eL+Tc72Jn4LLV3Krh922g13/z3hC+KgBlLbTk6nB9+fVkkKeBIw2SyMWQkXtex8lBmzkN0HLt+YS3aZg2bj1W7BxkL5HpTYVI1fdGuihna2BPHUJVgattzhaipycubeb0Z2XmqhOyrtIIO9s3uZnAEXwOqczU254Qg0LWVI195JFTGZTIWLRq1St+jEXE5pJhFlGeApyjrhI2URYNr0wgpzrYytN8SkN51XVeYZCrrcjIyNtTLY8lRXKeGY9taNOg9GmPulTCTbQb+8raAp+gYssOzSfesKZh/e6au8m76peSs6dr1zTTMkwDqk8xrecO2tFLWnchBoltNW6b/HK18hBnSi7pHw0OKeaPZS3wm1z5rvh5iffKKSgx0mwWk/81xncqYQrR7Y25fdBy4pAmB+wanoU1lnep+TmUBglBP08h+7IAXXKnIf1W43pXmrTxWgJIuIcuF1lZYifc7/33TWRmMC0QboD+cnqg7CtGgBjFdFOTzvLfj+vtmG+A/7kiiLn4mHoDTKq9Tiw2zv3AWDXtHDeNtZxIyzGwZV/BquuDnlEXDeRfBoqF0JGh4Hs01AKhKVLal4Mxp4yLIuF3pqj0vk2se8lyVzjBlziszdb2EANaioevAlci4HAFAnSHB5Yyf2ZeVcUGjRxsZQkMnFe5psplY+KCZ505YU+Va3+MvMp6rX59nrW4Bxrhgsdg2goa/8YmTfaCqaE3XWJsxN4NzGaIqT6uZ0gRobQ8+anLNXeDGtSvLdcohVC5ktHV90F77j28Oz91KGk0tGm7czKJjNIBweI21pla9NtKHcS0xm3dwUOb6o9Ig/0j54OJD5qH24OzHNuq3z/oWuNVzPyihwHrj3lugKwBVz1w0nvaXrd5cPhnT/EXqaXx3JgIFzqJhNIPK2fXEs1Zr0Nht/m6AVCWkqNY9TWKfJ6tpx13oM06IEV3xPG11fxO860OvkblnCHDcKxLvxyorstrwXKeUvEfYfSpGi2LeubPw9XEW7SZoMgytz8KYIFPHepNOB02bCeIYCC2+22KsT2eo2N9zsqdZBjn4wXXVVH5HSbFTnUvPmq6j7l/zIAi6rs1e1J+bgUXLKBtzXacEBViYgjpu0bDFVZ5Fw8ARBlX3jkTxpuueNq0wTOHlQUwGUakwqQI9t8nffnrbmbdXboV7Mwrmx7Z2nRp0gjILonedUvDvmQo0/8YXk9nokj7znQYntJKkV2nygirRVYHfEDiLBtAegIEGMaN7jaDBBeebIGMfugrT244SPmLdpxEEhFKtr4/kq2ZuqCYmRNSsKbdszKLhzCuOeWIQ+NQ3ALwptEaCwbXA1PkWDX+O03mjrADGvIQgbOjEYW4Pbk/IYj0ndK/JdJjvqkvCoDPuwEihq2OlmqXL0jH2mO8GKn1HSQYtktZ+jFtArLgfn8DSYsoyt71n0+ClM5amxrpOj2PAOxshg1GCmPTcM39MjMUDVZAcIRUPMNPkAjc6f3Wo0MmCIAgPvn+Fi+NTYdKQ/gI98rW5GVxXgXLBfd61CAXtSeD2CHIzuHlVyX1xUOhkyqKB+L07TQ3LxRtFYqBwMVYNSRGje57Ct2gsxGXK/CsIK0dmdejKrVSYOdL+FmtkDkKPAorr1HBsG4uGD+sSMscYzdBezMNpGBsmjkBXrR9yE9mE3AdAXHG6DUqAz1Qa+hx/elOt/85CH/gmZqV1OGO6jZJadbR3KJMKnI8265QRYnw3HYGufqP26xceoF8LfV5BR+PmtO5jNGad33yun3yum0sbCNoHEsYyo7XWKjUszWDmuLcVdv94DJTSOjj8fIGQahFlWnrG1q1M9/EUCYuGmL1GM+5dnVXDuEP5zGab3tanEUAFqCZ/DCWojqaYUiFog2SdmmnVW92YuJmhoJZS+iWdUzlxRT7o+8VS0wbB9apj2BP9zLmZtsHg7r7BZZ3iLuxj90KGBD+ero3RaAWJGSr3XhfVz2Hjr5+0aHQ/t5m3QosGFczp+3D1zM13dPWOEqx1y2QHblid8NdaNEJrTe2fX7H3UO6/xoKqSL9DkfPSKIig5Pi6euA9GgnhmrYTyGe1P1fh9gktGyNEEUHD7JkVoKvwqeAC2KFzxCvvWEoXJCjM4clVsOTYtoJGlHGILUKj+UTvOx0cXlWvTaF16jrMPx3s5b5Wv0ttqxV/YZ9TllmowWVR5iwM7gxgtFVcG8JBHLg9aDjuAz6DYJUZxBWk1Ty5BzLXnq68rzI3TVby14LMQgPWteq1mojEFSQO5qgbtTk0kXAfIT+1aTBpIH0c1IUoBnqA6KYdRErSmie8tuZ65VfSkivNo64LY65TAKDMPRr+HPBcp5TWTmzBesMzagGTFxFmrAClCYM3gotTuhVWgnnj8zUZY2i0aSnBh/5s+6Uiew4v07RZ4Hy3nYQAHqdXtnIGFxGO4ZAt3eQr1Y+zv8+l3HZ8GdmJVyHrwOzvxh3Hv0fDcXdqasfXXtetQCat8yP0klVvTgRuuguA1O2276R5qb1yANCE42pjy1R350nTbeyxeZX6gYnRCIqaIdEk65Rk0UhxQlTQTExTE5fjPt4TaAQDY+XRFb8P0mxwEs269i/sI/2qEPTTYIUJd2QqBApMyQMCCNdgzGpZXKmOTWxr1yk7p1NrT5j8xnWKc2XgMl7oyvOx7Q6vrCA8lbEZmmqpdoxq+xawiEPXqbbutRlzq2/GrmG0+F1lDpFyjMYcWXc0rxV1ND6Cq47RJPubtWp47Z/JHKW7cc4ZAN9VxgbEMHO0ZUhcBpiVI7wDsobO7z9mbs+aCnVlJAlmTmRZNLq6XK6ub8MIXMR1y2cAY0KKcxcJYZYldzzXfaNTJhjGvOnamofH04QmQk+fxrJi+8xYM5yqmLtNDCoVt8z5KbfbtnvBxb9xPTCymHHz7nuRMMSsvz5rrb10bgbrQYBj5VFKtP72AoHEXSNg0IxlLbRoaJshKjgDiOJgvduDuWx6HIw7Vl9Xu/6VDmM0KFgLBP0qsea5e5OS8MqpjqEPg8Hb/9aaCdZm8jv4zLziXGeFCU51e4YJb+AqEqSEDLnpbVXTjZ+vECTzqZ2v7TtyXd7UKhA8Atc7pt6QGPTuU+QI9R8Zks7cbRwib5RSEBnkJrrZSgg8L44ylokWCdvWopF078jQ/M7QXswzYzZOjiHXlWoZ8kwVvPLSybKHZ6KqNT8YlCvPfGeVWT6j4V8I1GlmfGZIDCQjMMHMvUXDpEU1tnuw42CEOO4GWqdcUoD0aHY0c54FRivLdI/OuJHB3BtXDDHdsiNE9trn2MV+bdsYZi7X/X++tWRtFmbR0aoXmBsoPi2toQM9E588sDTCgFO0jGUsO5ej+TVLXfXt+uXdPwyNsBaNmPYuC52VJSerjf9aJgtRhdZqk8zoRWDcl4Jm/XVtBZ5+TNpbkOdjFJJ7Hal+Fgnwj2EG5QjEhs8L1qjWoYuKFQhUcOdKQGcgaPQ3XfuChhXIdBW6TjH7uGUUdZeZSTPSNSIWjaRGPvE7V2Vk7GnCBz/rVJ/Viwq1bZ+1MUYZe+fQacAy9ORnb7/krOScuxfbVCLAukHErRPe+Hexl34yAevuFXGT1Kqty43RaMuO8tsfMEd8q/a88kTMzbJg62PbCBr04pje/YD8PvBANYuMtWgo/jBBYNFQfVo+Ab2mwjWRxm8Sb/8xOdwDDWUsvS2EA8RE1Lnk27bWZjW58TzCwHNtGkuB973va+q4v0TqjGlwwqxT3TORndKPqeFcPKLvGNmQKTNktPjiBu4Jb0bQBfK0GqMC5hsV0hy5nKxvTKZH6Z6WWVORG9m9KtC5TnHVN5Fc9Tp0nXJ8mBk3QT69bVtW6ZFuPbai9qZ5SaiygejCFAqYhoHB4H3gvumE7gemmsYPyE7oYyhyNKdSXVrNGwzuMfrC1EgJtpz+yVjorOIHVNnRpa/1hG/6Gtpb00lGVVf8/NWyL38UzkEnlMnITpQ1D6R1WfUX1mant2UVYOEiseOjXMHYzgFCuEjbHMHgwcWhnkWKi9W086hTfkh7viOgMsKRsdz0F0m6dc8Ltg6lHMvnENZphjn30oItiW3rOmXP2oTqPbaYTL5sKRjcYdQ7jY7RSCXdmYzGSPWbRw6j6K9hP4d79jku0CW6UnTaSOpbnLOfaJhUpa39l8au6Ar2YHRcPuq0wWnoXlarJjioggBn4jrFaYyibdJpFtGIt8KG517HwLjF9RaNSNsGkraWqbs3nVApQAFaOxpao1WjDExWeltr0ZAJaq1I4OtK3CWx3lRYqWeWRutm0NFaKd3dpSNxvrqff5ph9hOna80IMzOtogKtdZMzTTQ6cE8yLnzzBk4GDHX3wWeS5uUJYppVjkEbpImlbmdUxlGtewontMTcdsyzooWXc53qrE3+vmeG36SqdfQFEaa2vZtJdgvMdVnpGwu/SgqE3fpNjoRupZ/KmbNgXaeMlWlG3MxYpwLBuuhAhcKaU9ysd2MU6nRkrUWjBrAWVDnkZvDUPtquIc93msoRJAUtTL8w89JJjS7QEVo0FHRFA+vnUZB0/zB1zJreLTvWwrF4Mzh3j9bRxDLRImHbWDRYjDmsyZi2F+oQ3326mTAaIl21zEZ/uVP7fU6MRsvQ9cwAwOwh3q5tb6WlQg0zJ80hkINeS+R+b/yrHXgbspPuUPd3fNiDx3PTkWM0ZAvCopQlve98u6lowDK35rC3h6mOWzSG+FCaBAMhQV1d5CejHWyFtPARM6+sfDOwbwxz5dM/Y1yn+ixSvfUny+qWDAbnv/eDwdu2+3k+8zTCvTWMWwD8RV0mQ5Vq0nSmXOlUQ9xepHEQLA0mPaqNI+L6JHKzF38HiMcIEkHDCWyOMFUpwSBIbUv2H66//HklgX1VxnWKfda6hYF/NxVhgAn9Zg8ybjJ65j5g5fSuP3Pv0QC6da35+bueEpTmgJ+ZyOxvUZk6MEMLa0H1Fg2OqXaq8MfFVwAJCISbutOeG6VIJ0RL1sskzH5oytL054Rg46IleSpYly4z1zpBg+MDYqmse4sGnHk5lO/kzqc+gxr/zLrvAq5hzwA/WyBXBdfmVog1KBiH7SdokAOg18r62sp0NYZRXtc1c8gQUyxhEHXN+NjGeDFyYd8g8y4hx88GlSVUdPs6q/nyN7KOPsqIxdKSBk1p1efA95/pXFe0t2H//9n7dx9Llq4vEP6tyMxd3ee58s6ITwLxekgICSFcDMSMhzHGeIwD/wNCAgOEg8DDw8LhL0B4GBiIkUYCCemdETPejDAwGI345nuf55zTXbX3zlifEbEiVqxYkZl7V3Wf6lO1pO6qyktEZFzW/RInp44GKTWivd5cUENXWso9LZ9Gglta+Lsgf59oMy9xquPpNOn1VxEk9fi2mft6z6vc20C+7bkudf7oxuoUmYYuT/adlhF1mN+8lzoaFMcmeOLKkFmGchQMDudyYSji89c8uU7ttOFZTWFqMCjL2s2KLIeptl2PrHX3wq6VQn/bHTEaxKloXuNORj3jKMaiPbcdy+SW+Te8brHISQxGdybqw6MYDS+Vt9SHaYW9qtDo6sOUQX996NxOs1B+5Z5pFob6GpOb2RBYPe9lllKMfoPrRLFR6K2qDK6UJaOsY2w9EBR0tYXC9pRftXuYo3DhqS/Y16cRl4cHHbESNJwYDWn7ueB1z3SH9VGBl5WsNn5Xk+/wyuHtuk7dYaK3ELOPvBec2QkFornQzyripXFq53IlafBuzHojvr53uU55IO4k+pIIbl5wrteXc61YNGKrShwu0YZFYwv21ryhax7Tm2mn50teaJon7OT/jow58r5Wl6kyJGUce4z9gPnafgmu61JcFeNEAE/cTN4RQVPvm+DkfRdi5Ml/TASsg+w2GVazj4SB9AQNYj9GR54lx6rTvL9hTUgNpX9xr+hfdkWxEJkaBcktMRojS4v+nBpbldZj3cIXL5h/0saCFBfKZ4LgSk8Qtdr07hHibn/I5WZpQnpMajPwanZQbiJl52qLLG4xtUAVXtoB+OOv98mtBUPAODHDBrixg4EKohudB1LCYnmCUZRbJZvc7gCOj3XkqlnopVinMY7rkmctHnDre27JSdlFa+WAQH5xTlZ1oAQve+7X65ZrpxpLVWpSZ9E4ks58BFtHPRo+ZgRd/Y6fATxHyPoS8JrGMoK3Z9HIMPQjv2HN1mw2x9pjd576piS7hGUm5TB2B1v/7VUGHwAXIpd8Uj0CuN9I+6fOQtXsa0UANWEnTwttQLSFRVAzL4zMwF0xxOeeM+YmDZ9dh5VzNqxB0Lo7DkquLrcigdX6f9rONIOoGJKjMRoctpG/uAOWfh3teYyhcV9x9+WuRYMA4p7AqoZL0iPv23gjvS1Tz5DJFrPCVv45DgZHTW/7DKDIda289JqNYOTchyootiP49G07GkQlfOVO0w81r+UMP+N8ee6UI+anC0S/qSPTx9B1SjaCf5/tvMij3OI0HaPR0ABjQRPrhC4Ou4fHi6um9JvbI07npbrC8qbL3GE4EAjuAsv41BiGMRo5u1JMHgAs8yRD6AjORr+EXlkAR0FXBA2qAsDgHN8Uo+HQJWt1HAmKzbjk7wDwyEV045yLkNHQyQBw4Ga/aUuzzZ52L1g3xxfUP7zDzxDejKDh5xin40TUHHjRWlzi5DJVJrlU9cXUCOjAoS+aWIug3If7S032i+yKtecqJulEJ8831u6YPLbOHJ59FVymQpesyBraFJiLnG9e+vIn51bLjgXNVLax35p7Hmvpo1NtfTfr1MG9FjkJbBPYda2oz6UaLsO6AE1AjP/ILnC2KBj3prhSY9EQFzc9tl1FljBisW27A9u/uj7UqrLREGqXiiw8NIwNq+cUpGDwtO73ZFjRz1O2Fmy66LGZAuaujgQDm25pwfr4NIPZYFrK3jZa1PIB7fPJzW8ztD09d4Pg4MbdHCBRK7euejxSyrCDp8z9oZBiFFPyTMmiFPvHy/hM8P6WoBEZ7bk2sFql1gb0CQy2n7erqV2RNt/TweCMLoFB6ZuyELVVRyP/vFtJqxUiE7r4tZWpi8diIiBsx0pyOce9Vd+Cdsv2pjDqmIrcdzMnii8o+yY/n2ogqWtbrlMHoKF/Hv71FA10u5tjsWDDusumH0dq8rzDtwtv2nWKDRK4FbdJMSZX0PBypTu+mOCNzAxa60MYFqHqIL/jpkvdSzVbtGWDIXWm2fyTq9vDLbxYZDQWjYbPMgysTuHX8UwHF2/kD7rFAJaih3mcNkbhrroKbj9Usth4Y2wCEYE2X/sRC/UtuFwIZXTW04vRCIOCX641on7HVk0ItgKL0rwmK4PmKloCtioNcxH0JXbK0eB6igjZf2SFmoPeAHY+dusHDLZR2g/KDeNGb4RhcgF9WRibPK+kBIxdfmKgULDxJS4IU0UAr/7zhxgaa9EQJtM+tpea2emKmbp4ZM5WVTmzHQ0gAJRirhorxEhhpAUTHaMB5PnFsT00+AYNXuKDrjAet8kuXBic7SZxgVzODHFxNdYSuDf+kQtbHMyfoeWcmfAyzkwHR3VIDtNWVFwyvO9ZNDSYOAoO6OI8a2Mb4whAnBikqoF3lpnn8O/agketMq3Z04CvJEISjG4qHfANWEbeC/bdDm9WjGwsznSDL6EhCNcYQE7GkULjCkKhksZOa0d3z6AQekfTdkTjtLIJRBw971VL7pzzefh+NExCCcK145VxZAKtYx9cptrRqLB1nXoBkGrZ5ROshlK0+6iChh5W2FiLog0TXoPRMrsND2sz9fhaSWFwdisdq/f0jB1B/sQAnFSqvLaI1tY7OWLR0MHgZS3lHcMAu0PdygTVWTRqm13WqeGGzs9S+t3N/nJwD5LU0djTRg/GUrJOgUuMhkfkresIoOIvmn76rkpiDHayTpVx3E4urJBQNZt+xfN73DEiQnVrpPrPg5GLSjM+790iECllB6qbDJmxl+/MFsrGorHB1EowvgjRZCyhQ4Z02ODLKUJaq2W97qW3BdC7txJ8V2MPNh5xE39wj9NswT5m6hIyyNzcZCXfGX6ztz0jrVg0ZK8GuMrKlfskA3YcPJmxB9Q9+gX5z62CqemBI42YP78BIeMd7oM3K2jwBjXqeLvBAShZf7yA1YFFQ0z3uslRteBymZQ2FvvuCJrINcHgDvOvn68XnG+OlcB2ZqBASRvZSRabw1Rtq/HpwSgGtqmjEQaCxpFsQsLT7lhuLGjXqWdl5jH92Yqoxef7AFxMdhOg/dbJdnbQrK6Z2OI6pd9TQiVnYte4mcmNrT4kFeKuRUOks/YeRRovHZt21VHvrGQZJsTSR9laof69lWbyCFAEWCqDm6a6ddLMvWXGmSAxpl4sR/tw+3snXHi4oLOAmgc2mPhnw3qHplC+0bVo9G0VF5XR1Mn3eThRu3yq4OY1hmpwkrNSBL1cCdsRzEc4pLTZjCsJq1tuR3fBwCoB7CsjyOJrYJgKWtzZVqYiaNhz2CSRuGEbiMWpeS8z8LomUEql7s8fT8eVjZ57ko3R0HPQxasYV6dksBxJxhv4MVuSeaq4QK4VuDMYvHGN1SACkmd91OltN+BbqPvwDi8Lb9J1qhTq2sKjOwdUXIWu3Fs0hNA1zDEBPBm/e9GSbfWjEedA6zI611L4qfP1f845V8xXw3ToOZC5VX15SLysg3adatTuA2Yo3PcJW8LBtusUNRYNjznejtGQh7YXe0XoayZIE46WKlk1RKrcYA5FQOqIxkGrhoXYu7iBqPFxprg9J57rlNa8powrIuh4Y0hWi9GKiua3SUog2kNHkTBynQKlvfxs8zSz30aj6vZflX0re/TWRC5dPJE5m9qPnc238oalTvuiH+rbCqxA+817WtIBrBwaF7/GoqwgMer627wzgWaMa/5GkrEqgTUU1ylyaUD5LGvt8JRQ0m62kGhFSGMJHgm8RIesvA1zbx7v6mgMNqSulQNYi0bOBtck18hxDcRDxVwHMszOAqnuUXvdq6OhXwPGRTPtmnjbWhJT7OmB1hi2C5EqwaDgpI16QSNNPwfOgkqrhANx0gs+l59nDFXRR62Pu8Uhv0F4zzp1O7wZi4YfDL4v8OugLgsrQhsI2Gjdey1lsmj0xHQYhJaDSIRw8nSDBlPGyNRmCDq6JzeYr6YNJWg0BbqOuj1ogc+aUjeCwd3Ks3o8A+hiNIx1vz4nWsfqmiTa9Q7RvKDJ1wb/dqCmVzRnh5mzW31lmdClt40AWc2z2ZdRaxgz9HU75OHtsY/oFK09AS4pca3mVzOPIih78SQGatapDQbvCMSkjY5rZXIOncNcI0LvtyM1SoZAG5XJxUIVaypWz/1xC4plhqAEl7EwomMomJLCYStl8RaQtWCNXGH2sqHl970bzZbJVtVrDty2+1RblaNN272X3hahs6C5Ch1vmLbdF8RNh2BU3ybTsCtnN7fRAZB9Exw33a1vMQIZoPZAvhy5ZqOz83RTLPKOZVhbTly2owkGT+259YoQht9cFH0T7xbsO1IQuGu7uWD3IhXrI/NtZGV1LWhfe5O+w9eGNyNoWNAm1XshVfl2LBoYaK1s0NeB/pMZn4Ztbo8v+BYNIGk9hkEFA+Rho+dze0xpoF1hoyMaNiSmUafe04GoXuCujdGw03gzo8LcIuNiAcjMXbG85OsOUQjUE0ZhvMR6Nlxtrf2087jxKSk7zTHBTmt5h8kHvKF5j+r08NQzBYfqaCiLxmheypw7bVEcBMaK8GhdafK/aN28lFa2Y1SyRYP4+VojithkcqMOojGPdX3H47S5q84NVK1ws2b5uhI0ZCz3fnqXqnkP7lR+poJ9FSdw3pNu38rSlX5R94R5o3r2ATU3es7FdSoL+yJ8V7c7zvdDzuRVt9121ilqXXz0WjF2BQ0XzGaxwuYosFnm052r9GJXg0YSJ0wUW8Vb/oZrbGM03L1l9mZfnNW5WO6pPSAKkKw0YQxwRsaNghd3lY9hW1nQWJrhCUCtdosDN3PiJSxhMydpHPWfvtZka3xGHY3Srwc269RGmmX7/VuW0BcOvXyHVwJv0nUKaGnGTYS0aKqSxiEFg5u2lUatKPiF0csFsXQmk5F5sTl0hONaF/U9WtCo7k6exkmpIQdtAQkpEveEgjaCwUVWaKz2DCcY3CAgT6slY9jDSCN1LDs+8UiMZpslyBAHVPz9LO32Doj7VBEGMoPCaD9JBJKiORtpQDWotd9KTNpUQnYYfbLByB7tHhnpLLOln0t+O107bjhO/6hqBy0zAzQWDTs3o61U/J2fa9HIgyhtDJoi3og7AUrK45cgxqUJGYtYNPh58ShdQK61UGw0bQOq+wc2bllcOchMtCvMEPz9zHlPq/2bsk4lN5kmfkMJZxEEjqEKDIBvqVXfduWpWYMGXevEGS/JlIX00ZoWeQobcvzwm3ThJvtbVWxRjplI9NJajo7GR5AtwIFEi7X7Y8ExU5p/Ta9Ge/sWJV5n1Uc7H41AU4Q0JXRlC4QIDxzQ8RDl8a2zKF4OKuuUFJIEBjRg63yZJWjcTrtnt3GEjP+oNSWO/KRfIbxnnbod3qxFY1Pr6mhuPBCLgVu9OHiVVdFrpLZMo3ksomHrs0757wpEJCJo8/BvvqNcn7x6E52wI00rRGlzf+8BjbTyQpALscqPTaW8QT+OG0AEvfbi4GG9X3IFY53+cbP7zBSQet4D0Wa6qREd4uFlN/EEsOHaHQAvGJvWusbJ9J+IXVMYaoO+kLaMbQaDb2i4Rpmgyn01L0obOJqDQhDlc5lLfZAmToTRSzg75oXEpCatZaNU6NpBh2tE+1ddp3qmpOtvdCO0D7loTbu1FOm2b/xIBfv03Ah3mg1NcIPB9/Lri7WpC9QOvguPZ33W4Bm6C63QeoiJEUgF/tr9Tu37DSM61etd/8hxIRYnUt5HN1o0Gt3JzqtF+bB17gZtl/Y51Q3prSbpnxvT6LW5ERvku7ZZ7YGil1kpEZkQ1+C7BO+5Jed2jsRoJIvUBl7TFogsFHtzsmor52A4mNqxS4zGi8FAYdWkEz+4X97h7cK7oGFBHSw3NaSBlf1Unh3ioqzJagqU7RzQqPLT0wFkyGTGn4PBzTg66ASrUfsS1Nd2CUrBkF5F600FCpOxaKi+Gcn335GmmqxTmpAeqXA7+LYJsS/Yl6FWBu9utaAYWoF4o+9J449vtHEamAmXOPWasy04QA1qnANVDbAZgxejYa1ke11Vi0bDkTkPpn/NEAh9IUHTd+ezT/onNUJiiUeyDGbe66StEXdCcp3aech+vsQJmYF1dT0ASN5Wj4lyXacUNAyNtSo4e7od4m3z0npb9N/lZoo64mZxsDJ4+b6CnyyDyj6TK7jaCKySvKET/vJzKUUpmn3u0YZmiFqIY2o+1DKkZRuTn974OXDUBdWmt3UFqHyWPA8AF/bGH/p5sGdYCxpAL/A145tS9kf7zVMxD+i+t8e3xmAsUkbomhThzzhpaNDZOl85ELwJeg8A6eDwO12n9pQItG5bX5/T9jv8/ODNuE65JjyFxPdr3JpXmUoawj7jCPkxGhOyJqClgtaVpyMYVDUfgOOOYPvxiLmOezhwzofNDwg4rTbDzH4fABoG3jLVNEhv2xWH+xqgxqmz48iI+2BnZ5IPjHlF2GbezNoWgubGjVhbOIZrbyt7FwuJcZ0i5p4oGleQJi3tAMon8og5TqZ065JSxrH2dRgKQ85oLWzqu1PBPjuY8RhTkPLzBQ2Jf9jct4NbOuuUzC0Dh87xsPaFzIkW7PNPmxr4OXCLINLhkBugrQyOYSKJXSaXLP5UQb3GakLEWdgnBB1npvpPrlMmccFOHY2rUz9BrAWHmPS+0TteOoDTjJUHSPO0xoCJYvt4Fv7cVLS2zdE9fV8NR5SGmoYneslN7F9kGtZRucl1yhlbyrSV+mGNlz3diRYMCMndabSu5n2N08Wa3Gedul0BMOrbs/AB6FylU9/pb73dpD4V4JO/b9ES8qz09l8A3l2nXjHcjHud58Vs7iEJq7XijGhFKLHm+E2XF2EKHIvG1mfUQMSK9Lo9udGAV99jiHi0JrQQC//95m8mEwyuNEGjGI0jZm4HXP/2/HfnIxxRTodUBqcNpn673ypEuYi1uBzlDENQ6W3N8zIf8lyTIWgPdCKmLdeE0pmvaUuuUyLAAjS1bUXNlI2Y+EyUqIzf2SsiaHguMJb5t7EdqjK4aKjlDHrg+YjLs94YbkXtFHkofJUhOd9ZgoPzYBoLoLTt7qn6aynGR3WvdOeY695u3HbIr/p9BGx2ttEeJc64cac2yghWKPdVUczYyuCUheSNNLRAK5SWa3mymj2q0tvGDdeplUPKgKbmgUOvOddroV2nyjGV43bAdWorhe1h0O8NzqZA8y3R6VLoDnF2nVL3PPwO5H03GNrB7VizTlUaOKpDcotbqRejAaB8S2SkuBznXvFMkH2WhdKOh7AKAA8CJ55gQpkvVjEa5bHncPMeDZe4tTsUi7sRG9+g4PEO+/CGBQ11SI643Mh76uCt6AMB0zPIQVmtiRSTQ+h4JxBOaL4gqCOgidYaWjoxFB7IXLAP5R/GHD0y/Y5isdM9LhahhvnnzJSLBmSUw9upDH6XUN/wDXFT89Jo75xvPVRp+4gGOhdZ7MbovCva1OY5D4rAmn4Z7bc2GF795Hbf6xgNIFueqK39sTsdQqz1UDyhZpTedlRfw3tPM9Wh3et6/3UK2xy0ecjtaQuYUdzQBtC6K21P3j2p6XfXQ6/3QYvGEddSEYhr3FYdiOcSdlhTaDXpjeWr+ucH4ubZEZO7yj4YCKNkzkHjOhXHrlP5oXa8A2tLeZxDswbaTXR37RuB31+fUappOb+iFNm18nPfnrhOedZUDqgeAEbrvfUdtr/RWBrliVLMlenLAlw/NjpEWws5N+tni65qFy1i7tmLJr0tNQrIfDG1y2FsGc7COSZux67dijMf8iJg9oy2aAzpJfxEN6Mz/i1o5t/hPniTgkaJDTjAt4+ytknBvsaioXGFZ30I3ARR7R6roglC4oJ2CJT9nghj0cid3nSeSbXLnMagMEtRbHtuD0Y7OMwUNdB+j7TunUbwlu+xfQwYwE7Drt14eJDvv9MkxfK8C8Ql2FUzLrsIV9Lucspoo+OENrNx3XjaacDY2BiN4LhOpXSj47bL61tBk0Bqx/ukDXcmGzSrXWk4+HuqYaq4XCwuK3tWrGHQstD8PKatLCzed4owHpHelXiAZ6eet2fLCPv1ObTPddr+/lpzf3DdZYIH/v17kBhzdSEzmR5DU5UaozOJTtjgjCMaOTxnvouZee3OSWbyUmKE/E8a2GBqO9cpq2i4U+DddFcC3MN6qNiaI/B5gdBMVOZj0/1rb5ycx+rEhPUF+6qAllynMJw/no5nSPJqVTT3mRA3LE82RiPV0Rg9nH+6fkei5KlneSsj44jB30pBPTwm5qx6FumjQLyf9OE1AQMlQeKr+Hfj+P/n//l/xv/wP/wP+FN/6k+BiPAv/+W//AKz1MK3s7ovDCU3unfP8suD51YJBPSQhGW+MqJtNRcZQW6m6FFjMgRqyFTmd1IgYpvedo+OS7E1YvYrqA6yTiVBQ7l3HNz9OkbD+nNQiD5Cnzbo0IAp2qsdkQIB/XtSGbw04THfeypjxrbFBChZpCJT1fLpZxVTVxgS665WBuT/vWXy1920MRp6z3ImMvVdCtE8MjgTug/lllTnhbsxjiwXW8HgneZXCeviThGIm4xdnZWHs+9zoJQxyhM0buCJUxvyxwjxmL+zlsOt7H0DFEZCmhkJB+Ie2BTsO9jZCygjj8RodMyv3qdqLG6MBsO3PGgLlxWs5DHZU4WhS3tIqngXxovb/lOND4MPJ1lXM44MkanNTqjwxpBJ37LKP8cC1iva6zPStfq4UkcDLcMr7karEjQ2l/qGTe7Rm+RVoGI0BAYCgLdfRi6DjUdefk3v25XrGeosLYCpc5EED1qNZUh+3cxexcltVbmu6qxTw/kdTa0nLAzoRbI+Dof2Dq8YfvzxR/zFv/gX8U//6T/9an2+mWBwD4g3ioUdIJxS9TV42ixTlAcAkH0xG1eCjcOqGS9yBI0jINU7u7HY8XYvjgZV56ZaW1CzTnlYGD6jL5alGgze4rpOUy79Tr2Pc2pgpH5pEfimpq4wY4ljqAHGepw3BoPtLVvDZGynDeXmWRXceGQ8W/5sbme+ps0yOyG7TnVdbbQLJWi099SLGwKLV627LSCVi/DJJytCPIw5sBrRzBy5boG3QMqtCVp7K1jzpyg/zPBqMDin24M5EYZPM3hbmkImAhOXwHsgC0OjGg47YM+VKGLaPu0gpCP09VkOwoo29kpcVz3YjXEgBjuuMI3rJFL7hBy/teE6FZ13adOiIVYQuZDWQP4MTWG3th0XJz6DGdxyBx3hqJFFA5nxH6WDL3tXBMdCW0KHt9yu2Rmvcp0q7kz2ZXnlaDC45Nze2EbiojUEnY4271VPgIwI27gmJNwbJwauqT/O12oMnd3L5o8jtMlBAiJQ7ikVJ/QKvJJgYafrd/gy8Nf+2l/DX/trf+2r9vlmBI1azCcfyFsJGrcZXCJTIqQxYFr79jpikhFtg2QzztqK0RBmnmmbQHXvIBFgtu4IhKH2yyJqjyFPmp8e6bufcGCKmYFQgqzVqwxMU/SZQnIEjXsCVhWS7NLbqjabqs1mnKmdgeDTPHNsSFc2dqSRuZtF0Mja50F2pkajp5ivMt4dSbsJspVflTWBKa1Tal5p4PemQ9obEORVhHHL4DVj8Nu2ml/NX3Qa63wGh9a7XBl8L7h9D0ZuaPYZC5FzRWOZb2FCmQ5Tas8iMtLcQzO5ZeBOm44Q4cEWnu3GtfZaUuv/PoLOgjWoDC77ovjt20eU8qQBsw/FLUeySoUNdyCK1FrpdmM0HIY4y4F3ZZ3SbWxAdfWUv1vmP/2hGjHPARi6v8l+6wSNkeJrgE+rpWVHsUGoDL38yHt7cvZ0Ul4dNP0IHh1ZPOwZskObOGUiy0eYLV+gYWtIBFCIoBBqDJ0TDH4PeIlTSPFQZHmeg3hRzvPI0+pmJc5PABGEsYr664Pgud///vfN9YeHBzw8PPwUQ+rg3XUKmVk6imQaJi64gYBJKIhNXu+iudjqxh4yzdMTEIrJ/dgmF22bURL7oHcC9wc+pTXlPoe4CBrG7aEEVg76KynisildXLaaAO0RQZ62K4PbVLgCccC0pnd615n2b7V2gwrGwxFpLd0OrJwymYkFyCWgGa489b7cCrogy52YEhccht4SmRC4mectrXt5xrNoONSHBvZ5Mpr3tvFW86uzTrkYTwn7zbKqgHXaSk17wD+ZIrfuKAOt7BHYmtstZolJBcJ6jLS0rd3xdvbInsLGjdsagGhJ7SN7moW+egABAABJREFU+M7GaLBmMp0+NsGsjbhNWtcpnXUqxWDk18saK1xt+gzBd0sFkF0ip6Y9jeusoPTF4Ej7Hp2InJRHKr2tFOjkwDhScDK9dOBepxhr/yYVpyNHdGjR2ot/BCq/4GRDtIYC7X7Yj6sG/IgANrTcbgyLA2OauFFANjWmXkLgGLThBqnfq8R9hxeBP/Nn/gx+85vflH//+B//4596SAXejEWjA0fremsauFXM5p57iUPoaIolWwMrxtrNulFeylYYYoQQtzO9aEZGLu1V+jXP70Hny6oQZSwqGv9dTzjoC/ZRaaIIamQI88h16kuCdp1yAq9fYjwpPqO6Tm26UImgJgQNMiZ/+rWb2x5ooW+Y3hYoWrQ5OJanvekoTEiaR/fx3L+r9IzY1vZ5MRpImssh8bTdyxj3+joCmcEa7ZNGi22VGfn6hFRHY0t7fnQstp9W0KiXidr54hv3+VGmw9eSjplxC65Fw1pM4g6TK8qRUXyHVtjkhBRiVQzKGsNAEWhrjIbCFZNjKTZ1bDpGTu/FG0Di7TSIsLm3lEetxlq4TS6NPY0S/BNjqPvXFbYT9rf7bgvEgmrraBTLkcanbqA6dt2S2yyV2+Nhrx8tLE4MXOUPFJfq5lHObo96WHbolKzJpBJccOBWQUc7tXs2P8TpU5rVikVnj0mXHm8zCj7/yhT9Zwf/+T//Z/z6178uf78WawbwhgUN8S3s3WW8h/1Lw6qw8FMI0la+bAfK4c1I2iNQWyBE7q6sU44mBkCxaBAbHOgV7BPT+w6ia4LBFUwh+qkmnTz0/UOD6/m1GvSe+4Jqk9H4cAghs4KGBiFydm4LAyl7bWfYJSOaGW+TpUS3fSS9bRlkemhLsLWuKoXxlMts9jABIQcpFatAFsp0LzajS60Mri86wnnDQCpG3AkGbwifjFGYx/weBwBBVwbPTMqojgYJ4X+Gli7mszw4vtNwr+Y9xdRoZm9hNlcMYn42zoetqv4cEBc/abte768RY1O49oA4x2gYQWPkZuomCVDASfL1XTYdpm/NNTRotfheMZbG+iauhq6LUVEgZBcfVtte72szJtZn41YgAkKPaPfS2xbcqQIr5Nx3OCafpZIh76Ai4mbQyp+M7+T8MsZnhybONGD7cJHQtY3x7bkUhRARKQeFOIJG01/eN51hMI8jhJgVkLm7F7Zo+IMC3HopbwS2Ksz/FCBj+fWvf90IGq8J3qzrFIANu+Cx18WiEToi4wsFZF2ntk5qq4wBExUCVdobITyjqWTn3qYbz0iLIj4E+tJA00a80wdy6k4oHprbvqdRdd+JO+3Vc879odR8emzcEpPGJaZc3EhlarvTwgNomM2j+NYj9b+qQmFuek0zvpt8d/NSF9cl3Z5h8pepmh1EULnLdco+o5kSM/awYnh+ungIxVAezqJYUjmntu6pXdHAygh3pLcFnFgG6wd/NLVkY5loz0wpKGncgLb2zKhOg4AbX2EFZX1rvZ950bFEjTbbPqcFUPcBB5cYpQSA4r4ZkYT90fmLag9Ls6MkFwJrbCvCae3+s/fhBjSZ7nYWgrtf1N+eAEUAiHctclu4KtGHXJjOTW+r3AIzDY5iFeCKTzwBim5R4u3gkKjOUPqWtr9JpbcVd87d9LaDccwh5vbqtd0MiLdAHl93eRCL4zZxYDwFV7xV6eVnDm/GomFjMG7dz26gJgY51JG0Vlrrzlnz68Uy7KW3FY+kYczCAEqaPSaFwfvnWp6Fyrjah/JPWxWVuHd7KFRxW/Mjz1aLBtAKGr7fTBjlCr8rIDz3RbE113PlskosSWHq+342kWkmvnsIV9xkmMeVwZvn8+aI1sQ+ArV/tixCjRAVExOqnZtsHYfJpF3T1sJdw9NegPRI+2ldfKys3/jsa0Lcu2QQo0vHCaBmqLrRiuABMSrzsWFNqA8n0G4GE8XMLO0v9iYPYF5fi8kHPpP5DCH+Fs3fLcyLhsh9gHFwXKcOraNj5ajvqolRrlOINc7MuqWV4nvqwNjzop9Phq+2Zk+6n7QMW65fboKHZ2hgGguvB/l6l942OhbCzLCmmMY9pHAHs8w9TiuKOY0nBjEao+KwzeVCA3scopM1JKvj2GWpjIuyBWLDomHnfjJIb55isSgDSIHlejw3LH+HQ62SUt+zZ3Vwrrw56Dwf3oWLrwo//PAD/s//8/8sf/+n//Sf8L/+r/8r/uAP/gB/+Id/+EX6fDOChobCOBaiMD6NHeHTGuXM4NmCfUzKPK61hqEyXm7KxG6g2qKRtBebkCWSZsg5GJwo9SWuAR0411zt68iisRrfyz2NGNdAy5KpRL/DDkGWvvbmYQNG9GuvzgagmJQ49jO9FaJRF1nXqQ7ZW42wZhC3gFrNaAeW0Oa96TH6Ya2DYgIWE6Ox595DzMqi0XyQ+jVsng+K7Ack5rE3QbNUNfipWFb/3qbrVDSLsFelzo41V1baZXIH36pdp4DbhR43BaVVAsh6s1mTHTeMPcHA3u+FvDw2wqE6GqbxOrBGsBzjCC9xR/+Q7UYlqpD5yEK7dass7+fnitCg5n+etoNsbG0mLxj8JlBCzjC1swOHszAp0AxoU0cjz0lUBW63LNFDaz3Qr8/gntBgyg9tZYMKIR5PCLNbOLf2Y63dTNQq0ChZUzqvCO7TNvfjSDRyUsHlcm2N4Xnenmbc1hqqM8Qdkgnz++tzBvVKILldv57vuNXd9D/8h/+A/+6/++/K33/rb/0tAMDf/Jt/E//8n//zlxxagTcpaABosk7dC8OqsFB+qwJZy2aDvoh7a0tn2s37aL4xRiPCYdYO7EnrwmQG17ahBY2BULbbn7J4a+w4ZWuJHcyUg8G7tL07IM8XAeqW9VfMhBu6oi/asQhCPjDGyOQjY4PwI0uxyEzUdypXu+M6Ap6saZgdIZxWs3loLDFlWy5NxpZjpOjP91562z4YvBJiDR4eKP2FJBAl16nnEZYkGG1bkoQhsqAV6aNiiKwfktgobrX6WjneNyCdpX8ST0QYM4Me2O/bIoK+S5h95pivW2NtoIQjvL7DrusU18QJUAoFbudN4sRSutbe0qBdt2yMz7QRY9YleVAMnxujsQHPUYa4w/OUEWjXXOJROiUVpfdHSojOgjuYnxGaTa5TrUBVFHNFubehaDpKWyM3wdcesMLLQH8m5mlt4ig6l+qmsY2xEGMJUcXIYLMyeGrvZRjkXffNe/irV8S8/5zhr/7Vvwp+RiX3e+CNx2igYJ7NwLfBLQm29pC/JxR4rlMCLnKQtID5354mrGmPUwxJVwTrgAZvCMy973Mmyp07B/ffVBjtJt+uQrKGcBWLhhlfCPF5mTT0mPJYJjJtqjHaolsy3vK8E8fQ9rmjmdKuMrnat1sZ3EATo1GEmfpCbSMzLd7a7QypY+gjd0Rmtm6JngbdwL3pbUtu/8zQBDLrJO8NCqgJI9kIRZznyi5SqPc7DeWtEHuLxtA9sfydqpfLXAfEagG8qWtfcNUMtR5Tw8w5ChNQzpBWtAw3DEbG5Lyk99Ut37e6rlNmTxL8gHw7DC2UyrvyH9fnKaeolcBtL04vjS3d1+NbdvC4rTWhFRRNP0a48qD5lPxMpwSTts0GHT0HqPPfCYvcH+OIkjnRSwfvjttRZpW+s9DSXuzbCCHWGkiCA123rj7+cXtw/SWNDxmo+8wZ16L6YkpnrJmTXmfgDyMwphBbXiOglskiAGE7LmwT1H7v+nZqh9X0tvVSk2TlHd4svFmLxnOtGVrz1DHZWSiwAcvTFA1jlZDgXnpbgSUTz45xsAX49MF2NL9HFAdWQ1T7Utocqm0FJUAVzVG+33Sn/hCm2goaAnOIUvC0ARv/8iVBWxdI5a+81VwJDIRJBTEzb1vuKIW+4/asU0dH3NVDse2YQOxlWnGxW1CdCT+eRp4bD7RoP73XB5aO9KJpV2upb1CtsA4GP/5aN5Y8BFDMmts9v+UdRmbLWrTFHDZghQxpPwtw9bn7z1m0xSelXweSOwZv7n3/xdyscZ0axbN1AoE3Pk8uM3tKslqthQaIgJ0Z2myNLfEj+rxkPD5SAJX00gqY0O/rLwVbU6SyUxUjoUlvC3biE3IsAuv0tht93x2joWiTMPSNu/LQdYp33WeL8uWA69TWOs3WdSpEVwlh68P0AwJOYcUUas0S0I5F40YYuRYWA9QdXW3Szm9AJsmesK8GXtNYRvBmLRpe5csC3jlwnq3arP7e4sQXTEpzUTbHlowh9zLx0zELgfhQVqcSDC7tHUFCWrGv3DCAMZIVDcfN5nqu2mdLkCeKVZBR455D3E29OILR509grfQ2Fo0AysTD+k8L3CL4bGW5KnErAkkV634AA0Mhre80E28iBBwQ1EYWDUiMhrFoKGF382zJM+KCt8f3CUHrBBmMibDaU0UrJ+9bt4cs7LuF7ChrYh1NeONDrtLQCrRBpOy2Ucbn/d683s7t3XU0ZI1MP2l/p981Q523y6aU1WovnTgXVvElGp+VB+qvnutUGt82TmmCp3P7c4iu29UhRt0mvMjj1Hs6ZIaupMk2KZ/1N1rZ0g0Gl26414g/O0ZjB5JW3ZoNqtVv7yxr4bax/jWuTIAYF1LMk9VAtVD2nVWijQp4qvEKNK5TLGfH73Q3/lH3lXHIaFtKMHh5vvyXYJnWQrtFKB6mt/XODJD2hVg09NhzjMat1HHb26r/0Oas8v4e6do0k3fURfIdvk14M6vbMaYZ+QADhGER3AgGjKfn9hOy5kIOlacRcpovP08HOQw2RK6BgYaib2SA0DOx0EyD+LHbbBIaP3VZv9SHUVPpqsII+Scf59414uasU7IHRoXBiPpnkYjIEYtGY6nKDMMeQu7qaAgYplzS29ZMWLvD2dfE2ecZboajnqlL+7LW0TgwHuUCVRiSzs+3rxavx7DpVmDdSkaCxghifXavr+EY9EsrDwUEQcJeH03BvjJnPEBaPgzraDgMP0Vq5lt/w3oHM7BlobDMxb1Zp1JH6lfqXadKH6LUKBfsA4yuKGHZh3XvSIyGaMntORHUUeKolMCw7OBxNxhc+rXZrRQMlS93qjwD2WKNVhjpFQpi0eiAkC0a1AtldriEba28wfVuPRIa0I8BXtqNf1SC+J6ShnV6W+fRZNGoaxoCjy1tG+eBMk9Q2gNKNrT0QLtmd52twbcetT7aPflSSVTe4duCt+s69QKQLAbo0vUxUS8UUGKQ2Ty7WcNBxWgkU/Bt6iwhWA0NVOe8CTqWVK6o1o8OobJjllUEsD4nF7cRcukrZq2kYSrngc/KZGM0dnBXc3swpGI2l6F7MScbxMMSZftud8l5VgpAMhMCxbELRebPtlynNIHx4jd2Qfk0J8qv3CNMettTWF0N8GbzO3U0hKlN60B6SPX6IECbuLcyileLK2xx0sZ3cmpOY7lpPTkIEh8QJMLag4H2MimJ8xxsCHEeA7QOdEk9M11/tjEa/XhK2wcYjQ69bWmxV+d53dZwHKGbE7cGj5m7kVvIyKLdWDRU1imKzppk31EbIwAAJwePl9tGgaD3RNpDdyhTvjC0SSC4nKdmGJSVVN5cKdjEVVvfIvRKvbdMaxNfxwyE2LpYyVi2rEzdGDfS28pYtlBtI2iKRWPQ/eZcEWMOa8sXBH45Vr6i3vYyiVJAXzy+0bxind8SvNaCfa8Z3oxFo4PMedxTegFASc8qLjUWPMQ1WV/MgbbWBQJO4epe37ymXKfSvQMa3S0tiqltUehgbLO8HOVpG8bJ9Ds7wlq6/vKOyl0wuILKLORhOP60dozl3QNIoDGcWNep7uH2We3yktoar+/Rvc6KEHR7m7l3nTLrNMqMVCCiI/TSdtvQ2JrgXdfjbrNOVcqfmATqLGJ+PBIKg9dknbqHQJr0truVpwEgRj9xhLRz8JAVGcLI/67iWTOCSgtfHxj08VxKIgLdnUTTWtmWafUDzvd0NY6gUTKTNYJGLBYNUkVbq5VaM9/tnM87g7BZi/RwhprvewmZAps8YtPSPnCPHGaDy1YKt8Ct9ziNt4LryuMItMLQ6xiN0SfNKr3tnkJmV2Gj+vEePYW2lGVwYjTAWUmw0RURpxgNpZCjsB98Pbyt0yDvnEN9Vt32GmXFQTz1jQoe77APb1bQGKW66zR9GB9MCdYK1/6BU1hhfVQn4qK91wd5q4J08W0dmYI3YEVorQQbGgqvbw+6IMs8vuBU9aXyX/7bn/DGLE0Kec0huplx5p2sU1upI+0gDyv5NZHKLh66n92sZQfku2ac+t3BMzEz1CNXCgubdTQyWLc+j6G3WuEl+T+ZAW4TmCOVwaUdD4YMTYbgxWgQUmEuPVTG2Koowsl6wz7xQNXROJyrv3k9DXjKhXU8puQouEXdoL7PMNTPDSwdMSzFGqL7cs7VURALpFiuRkHxRSEyErbM/ESFj5KRIt2vFg1kq7ZKhkH1Ock6pb/zNK1DJr6ca7NMTOlal0b3Du7sSHwb8fHEAuVbAor1JhVAlXFzETSa/dsJdAeUMqO9yb1gVGM0lNQy+CR5dvObRYg07per+RCbMttaWk7TtYy98AVr+y0C5F9O90KyaGgLmcRtSNv7SsWd2yOllZd1yoEje4gG3/sOPx94u65TB5mzTR9jUM44YuIxKCGTx7Wd3jmnt62NHzxYGWEcjdGoRDK4WaeOQiMAlQA/uMjLY372mBRhNho3AfWeTZsqsExrz4zcoNArKVLVtS4NnyHgKV6h/r4HfDTGx4BUmx/W+hhYNHbHQ607SYDji267YuR5aL+FVME+oFo0hNC3VqpR4/X+kLFkuPEIYrofvabXqvQlGr/BS8l1yqy5uEhkZvJZ4PjxW6DMpNnD1Bfsc1KI6nb2GAx51whcxYJkvnWLn9jCjyt6FwM9bGtxOFLxvB+AEwyOsSvMFgolFk26o5HhdnyBaowGMTr3WVI42ArFgtdG1k6reW+tI/tzxHZd75nXpkHp3LneKSHYPfMifPFeZXARsPYQ24HYg1O44nFdlEVjoNgIN7gl8zijWX1mJ+tUE4AzsGgI7LhOPYQVM1WlJoUen+4J7qN9WI5BJ4wPlB06wn0DvgVXny14d526Hd6kRWOvsNymhl80EZwKq438ty0ySTEaPkLZTG+rxiSm4GGGBqeZwryYsWzBEC9F7oMshYFbeeh7uYnoNpjSJay9phzZzWlvzl7w7JXqv9Kl03U4EDHs+9DXga5cYzQ6MO8yYzcYvPR3lHg3Hah2LTNh09uq7GDp3QNZp6QtfUwi9wLeKBuLW627Nt4Gg1cNJIXYu/mMBJbAmageCOLf2XAU1dl3Hk2V0Psbtt0jNUr6tqllBNQYui4VviAeZ7ZLQeovSz7IsYqOYky6d/WLJFmnPGHBf798i+d6KGdf9THlzHeyHp07pRYOTJNuMLhRIHTBxGJJeW7WqVsUMgc3WiMIZdzQpYqlzKCzf6atNWI3GNwCZ+252tdlD2hUMFj/JayH6DCQBINua9kYjY204w/TNQldmRYH8r0iALWvnW8OgbFIMLg8pgRg32Vj/F17QKj4guKzmqptvkQj7/Dq4c0IGp2p2hKOO1waEnPg+80Wv3WFIJawIiiG3BIvOz7SweDoYzR2LQai6WuI8LGTPdQWU8ucNIjHuvxsuc4opr2xFKhXRoRu03VqV4gy7+U/m/0h6UhD+5wwr8R98N92n4bx3ng+MrXLZe533YpAcGBZZb/s7fWGR3eY40YjScBDuHQD3dW8HnGdYkrMrmjWmva339XMjGipmajRRmpG2ZsTEt6fsZlFZhciIK5TW8zb0LCj9ihjZ85s1xvCgOylVQk51hr0fNep/WeyR83dMRpewb6Rv32nTe+0tc41oOKpfG/qgsGtUI/mfuM6ZWPtzJl2s05B1qYVYDRsxVQAA6Gyvmxw4GZTw2fSee0nkCnPiVg0NhhoEHdut3vjIq5na0QvxdLguSrflN5266bQsIFFyo6LiwLS7FPOFn/zvVoYImLMtCZPB6VIaXDMc2N3Bq83luYbUIR1M6vX3wwr+ibhDbtOvYzSm2JPvJiABxsgmzUsm4HE3jBlkJR94Q9AZzpXzGiHd7JA4NH3pgCSXOssGpmBczQyey4cosW1ftMCs8pmpImgGxSfHhp3dgD2g/zyc1vWg7s6ru/qol+j/vWzuy5Kupvy30FgQ1BSp901S6QPVQaX1/e29OC+56JRtP9WeFX7WPyrtbWnWzoWbb5i8J6reYt8u/uVqs9hXadGcEgL7TKI6l7DpzwPUXZuBhvM7p5L2BboOWFKcRCbgfRDRQpnoVQNUfazVkyF2Ah+dOVWQZAn1CaSABIe/7zxLez9IYzkdedobbghjt9p50maGAkuK4dx/RQlVDX4lDLtKMISbXoONFYSauf2kCyq6WWe/81g8IHpdFIbVoY0hYgBBSoDdJchN7WQLrCX3fziTmyhboYS7guB8RCujYWM6PnKgdqx+tUoF23WqVGskAhG34B3z2GQJECvBe4pHvy14c2LkfpQ3sosSo50j/AvoY8jCFQzz+iAsaEmStolgImS5vim8fVpH/c4pr3Uc7tBlse6Me+qPwxB9mDORP4uYOd35kosqV4Dah2DRtN7sOugCR2OEQAp2FczwJgHZHkyA2dN9GSea8dzw6JsCFU2RmOhtevPvtdXChYmXlOz+rswaCOrn3Xf6u7bM6kFDQeCk95WmOyR3/lNwOMUlvUZ6bde6lLIMu1nTuq6Jnm1ghUgtDLCeH0+BxpmxNyzBHIU4H9o6hsuPzGOvqBxVCI3l5iLhRmoMSCiGLCueo3rlHhV5mubeJwJMbZ4u9aZGY+/3ybZtffGfbuLI5ykD81tBhAdOqEsGlYp5QnHe7iyrQ+RxmEVYw/TtU8RPjiDXsrhERxSSJl4Pj1tD+FS26A0V6NMXJseZMRYaG3ctIPKOqX3xL0Fbkc87J4Lnx633VNDN9MXko/e4fXB2xU0bvF19ogf1xzpHvL3zOMzrSnr1MDtZksLIn7Hh4aqFYhdetuEpDeRpXdLMudk9W5hED3N9ICxHuVGH2kZZzEJm/dmii0hGxgBjgj6hwkxK6LBaQ075L3VH5uf3UBUcbadfVCaVEz45nckBaIRqjuncvc9Lz4hGNepJXO+RXu1NR6Ri0RDG7cJ95Ax5HEfZJl6TXBD7NNjsv9sCQY/EKOxC0eyTo0+NU+WzG8RfL6EIksz+7zPeG5ZIG51h7Dul7e4G9r19nAlce8L3+GILSusenVSvvCeVXvLdcobmzEaOgqi/OMe/YpZpKNKGrv29txUy4cWqthFvKzwzxFhz8MJm0y3c69YKTKeZIznb6boxpX0/bBboyWavTp0PzR7s7hOOYJGhKMoNMNbwool1ErjwbgV36vsLudwQ7GY5vWFkdC7sPGzhLfnOlU01s9vSjRGZN2GFPOlYXZ8MYE+GLxkRcrMhASNfdizaJimVzHb66E5iMOPPfYnSCNZ7eWT3B5aAWrPPVQXU0p9toOxcyi35rDepaGJTJjq8Brosk5ZYCoE+2bXKSV47Y2agW4eh8/e6DrlFjEbQBmBZ9EwGv6F1m3m3YKusLwZo4FEwZ22KJraFuY9S+hFAB9Z5LzrYv2wjCLZTFxHtORa+DF9Tf5l/Wq1SnhMKADwDT7mMv8HLBrAmJc4ZLK3zxQG3AghpLL3HYSGfzOuU6OMdV19FcNNklFsNDhKCxrFooFBjAb372dYaN1M+6ldD4lbj1C63mnJvRW6/X4MaB0I5SJo8LagUYUX3/igrUoWtADFmgY3+8TH1Q8jd1zdYIZJakkNBdLtc7FQFQxAnNK429gbJeyPYAoxWzTW0m04UEdjCCP805l6jVJA8LQDP0dNtoRwvhZ4TWMZwc9xHxwHWaBbNN8Nf5HTx3quUx2TTJipT2/ruUuMwBNe9mDkjnAE3ABZ63KREW64cnJDP8R8GO2fR6R5XG37aKxKbqz98+hcqDWtrlPtOGubL3zSpRtPM4h6zzIke3C4+JrVKlt+zBTsW9ygy50BeQK/xCQ0Fjl/vHv7umiuZewivHcuQ6rooWeBI8dCciNQjmu5K32rBzfstxV06EyWJw4oJkYvPytOCdh1h3Pf4VwvyKzPHLZdp9yhcrqRhA0CQiWP2ZBbQKe39Rgt13Uqg+BxdwhsFAilEV8IfEmwQdLD+k4CRSjg9hq371JGF6mOFCX8sQNHav7A9mtACw/kubjJq0R9cdgNOLLPtxRARWGYFXUBG7hhoytxnVpUoR8irkq4ZxobHDm83nuGO6m4B7/D24E3I2h0GnAeEBvg0AEtnkMM0NojZAnQ0shyDqsKfKby/mY/mZFvNDR7oLWGVjtyBPkYDZyGUX56L2vGtntW9aFptM8OQbYw5/iXl8wf7boTjIQUB8fuWjQOjlXvjT04VK9CwUhw8xtHK1wpsNfcGI29fa2tBbm//iGVdcobw6APO26dlGAK/hx4TFXQdTSeSxgl65RN45nbLUHD+iLSGS6uUzmn5GYdgi0wCgKZB+0zrZni3TN8ADbrEJm9PnK70TBifm2MRKOMUHhvL+sU5fc7YEBXeZ0pGtep2Aro+b/qOuVbat0MTeZct0LLjetxz/J5AoR9ROiXua7PpSu467PZG9zLdfXS4TFPWhokrzL4WFA7pLzK7ewWofN4C3VhobaY7xTiUPja6ipQivfQAlVy6Wv34j0ZNfdgixW5mS6/Cx0/e3h7rlMGRnisMxc6EJncQlxMwANdW0RNOduETrspiGvsnG3eb0/3Ea2P64rvvbORsclq8tqgUulHMf7qASeWtYAwOE2GIAUTRXesD+GKp2i27g0MdFMMz3zb1ntlnHfibXEHGPlf6xoawpD2BEsNKWtT44Bi2311F9PoZZ1S7htaANYF+8A7S1L2zXb3mimx47JWxthurq4/8YdOY92fC8mwNhJ2jkAVTg8Gg2slbck6ZdqM28T8aPa0vm9q9jmQ0cIz5Hnb1Ra+spls7u2ICb6G+qhlyo5RLJqqD+061bkDUa/l13+6LrDOuW6HkKSlLSHzeZnv7tA5egqAfFb6GDAlaGy5fx0RcgiNinR0FhZa+4xhg2bnsB5jyPmAwoaxmd7WBoPPIeI6WlcRkpz+ikVD7XUbo/El0tsy9UoBYuxnfeRvI0PSHmhX1tcA34J16M1YNDoYBd3eABHZ7SIjCV1puXMnQbVotOPY6YSq0CPZSvaKg9n2G62Zqx72X9VWIMoaPavNKUpJiyiNJm6rGBIxD32ZPRhadp6BVCfnWwUssRr60jvd34pYh2ZlK7Bxo2DdD5RUzM/RwlSALwjYPTyhL4K3y/MIA8s61azz0sBFiiLG2b86xq9OVPGvNs/3dXZULv91wKDewthxdY+4Z5u2Gd2MAHkPpRmMncwZ3H3vhQhuYV4MdFm3HGiCwfO+mgYWz93q7MPDjcY9alYF+zQNsO2kzH98CK9JP1bz3qRidqznucONNjdw76i5G7bUhFi/b5Q5jDIfKlkad9rfXAfveebOa6GbZx5/7y1uyZ5Vv0tBu4GXm74ou04567py2FwHidFYqFanCFrIfe7R3Foj3mFw872JbtABviLm/R1eFt6uoGGgMBpmrw+zAGVI6W0d1ykHcSUfVXXhFj7FsWgMn80/C6K6hw/RhFvBSNPUBYPjIEPF1Qxrmx59b6Be4PnSQFAMnaOZscWiGrgBgXZ1NBp+mdv10HvzgCZQvzp6bhWJIe8bV5vvpbdtPmKfoRtZNNhSrwE1G1brFpcOxfg5BrhmrOWeaXDKGaruPUO1Dy4WmG2Bu79m3Yv4SPxL171Mtu1QP6R+bsyJHpen8Oj21S3MwwHXqSEY6++oLsKu2xnx0FKcXMnS7+W8yznJNEBea+atU6DsBx5rN81mDLcqqo7AgAvo1vLA0gzd37JFwxPKgEFClFu2gm1yQC9fQtDYGxt5MTamL9lHYn0bruvG+gZinOjaCFjTVjHbnfZcGHznyN35CHjKN1EovIsaP094265Tz0TSRQhx/H47xEWS3rZlyIk3mEPNWBJwoivOPF4yt4jM7bRi85k+GDxraZ9DANn/PVAsMSoaFrot61Tj42znQ/eHnaxQoig6+K3WSnLYdenoY4qgHWk6EOMIOW32Z3FdUt8SlQaTMuPkWAm2xiXWv5E2XgSeEVNNPNaKNq7a3O7ZOURcBmPt2tGWlkL472eED7vcDS2MuYGV3Ycaq0y+7VUGJ/06qWv5p44PuJnhUxBNYbemIweek7jCChAjxrFL6GC+zXMtLWmkVRcSJ1ZizMyaiBdJBA2DwUdgXaf0/m2+03Ot20Te25Pr0qFNhrp9Lwnl0ReoRdOuhLIt6Lrd1BaoW+qeeACIokDm1ftOcT86Qld2n9lRTJyMoJnmZYQo/cuULa7JdepaUwdTb9n5EuAVcn0r0BUh/YnhNY1lBG/SoiFB0oWPuMOXoVTrHSBOj5gstB5Lhan7EcJ3g0VDQIicZvqIuHNzad4pcRb+/VEtD1q501R0wYDmnbXMnyH+GfT3agvGspEhRLJ43ATRIYxe8TjpVuZTjWnTkrAxnNUsRsxEalSwrywPU7rlab4I7hrfxTR6y22YutMNmsM6mPxTN+UJcB7Rpn4Mff+OhE1jYc+zNEy5irjGFXcDm8wyhJ44j3gNY+HaGsvQ4uhcdulTfIFvtU06HcWMPxt38oO40RJW207SEkffxfRQDQfnGrdCcWGuFQ1oBHSr3ODa7pZFQ861m4SBARxJAexZquRP2sZVGppYthHYextM9pQrg1dX40PDOARJYdfOzSGLBtdnj7qUjhKi6Da3hPUmGJyQs1Fy834Z785ZnxA7Otmsr6ID98RHsEczCF3R1rvg7cgmbx7epKBxF4w0YBGuNG+1FoLga2XwbYbeg12TexmU7tj0cYPWyguOGxap0wTwqIbNPm+YqAk+Y7zQ2uVMv0dYvImhUowGMfa1CHeMJ0JS1h58d8PFwh/S8Q8uVgHHckAxNtYzS+C9YNZhP3vB4CPXKctwm99HMRqjQm4eSNCnm972Zn+B+CzC2ga65zU5uE30VAz9t4syol3v52adGlkrPbiLeZFxGyHOy05FjHGMgzxjNlajeGHUfUQxWVzl0trio+Z9802iNGlwyIZFUDOqd2ccuwU2hIXyiPouTSdorfu8IUOUZf14zKIxFpil8e3Nz3kPlEQZIuw9x3WK1dg6q1erDNiaP6HjokQMxK4AuSJs0tJAKr2tulaSctwryPERl/Fj+/CdwXwH4C27TjGGJ/HoAa2uUxEWCyxN4AGVa0cK9tUOIGYIMLWa4yNa+71gspshRhBR0fICqJritXU7IqkiPoCSHpFrjEs1xctPm7kkPZAEjds/jMt/PQTaHm9tYNzGHuM3JJ6dX/vOMDKR1UGjewHBI03mrrzkERTDrJ1ywb4JDAlL3A1QLq5TG88wSgGw7rG9gNIBQxayatnOxbBmDF5Ke8egNe/pG/ZuBLVdM90X/I2Dwrhhkg6fs+dopwVFMgPcr82x2jztnyOrp5chsLl/8DvaatjoGMXuvup2MX71HWz5+N9Y1DC1d99+uQfHDo2mxXWKdsfT4SrL1HtMPvfjFYa+acrr+wZvAeIDBfGMhc3CKVs05KgtYR0KkFvtpKxT16aOxhRiToSwPUQAnbV6NDcuHBBGR3C0IO1rhWd8+heB1zSWEbwZgXOUuu45GrsojLxB/qJNsQgpECcXI3V6b+n+sEVDgc3hfiidL48ZxSGSvYcAypi8JvmOrFP3wAgjx9hMFins4lcG30nZuCeklOEY9zM2vxRt6A3tak1c0/j2WMq7mlBHbq0c5OzLHUysYwQGGYxVW2PNZtH2ZtDaZ1tHg7KhaMvtQZZb9v4kXJO16txcy4DBzLsCQlli+cVm95I99tzCf4zm0K1cNaedpQhjYXTd8lXObXT3Nxb73oKGK0I7t1uM44ZFoDH2GHW8dZ0qgkzJSCcfnNvIjRX3WtWt52pY+0KTTa69x+NMa18L9iSxfFYaeptjDQNJMHgfS1T+VN/dCcYWfXlDUQ3c4tJ5UzD4EdZuMxjcxGiAO/o5slRrfJeCwdfGehfoK8VoWFevDdz23EKe7/Dtw5u1aNCO1mEPWCECj0B6weALrc2BPNJ/8aShG9KSGtepRqNz70fncQ+ZVZvbf6TZUlAKCuoYDdX8hOhqYQPF/aq1L+T/K77kzTx+Qby5Z7LWcGtl8JvHMBI4DVF0Xdz2xiPP6/a9vpxq4XmQh4QrAI07TJcDf0Mo0ml3n139PY6ZxGmXeTPC50tVGHf7Qit0fLmeNvu+GYznZkAfMwao/cy+AEUjyya3fYS850vWqXXDomG+qxPMvbNTcA21cdAbCh2PoXsOXrDKuZFM2TC2gyQNTCh1NI4opW6lU8S9u1yhwYxKSAfN3qLEm8O6XQ9G4U0PbyzZ7stAtfTcURk8CRWxGbtUrC+vE7nFig8DmZ/I+4AHB2gH1q+LUd7hlcCbFTReAkodDTcYvEdcE8WUdUpf3Dj0GkmxoznujqxpqyvkJr8/46zPkgnKQCKAvoFsj2hQ7AM6gbEV6h6LRgkmHwzlkBCnYjS26hqMgHbGUPshFQy+oREeaT4HEFCZ7KNapqK50u7kyg8baPelZDnabf6A6xQxbdTRGAsajS++eWYe7CnJ6KSnuwglz8iGVCBn4xnBnoBZ+M4d7WHbqLyzf+C1wSxVMB89iNvwx9Y32exKZl/dAkn4qgPz6hgB2GVybYxGA8xFjT6HFec4Z0XTuN2mxkeGPVyzGeM0ijF5rm9CoH3ljQd2nBuegSXr1E6cTHn2Xsh71KPBnkAC9HF/FvSR204fW5U05XkzSY2lhbJ1bE/4cs5cQLJonFS63IZmfkGefkvZwXD2wB3W89cK71mnboc34zrVwQ0bes+P3EP+ntk2gN0D6pk6vT7vYbCtNs1Tnrr7lP1xdYG/MtA1dhv+ELFQ2h87mNH3em5pAPbN+jvQVvPttUBbFo3Nuh437LVb8azObgK0Qp1dv7usWVK4ToNn0Wje2ffDrhaNnceGaR+3q3WT3fNFwNrz1dLvVa3kNg44KLRFvqlYIjAo4HgDPzjSIHppXAH0TNIzGL5btZfPssoZ1yl3njesSttt9y5lk3JRScomtkNo3tewqT0vsWvmenGnO/4BXmrjo3DvWojFJfQBAOkHUNfqHnQt4ZA7blVAYrq1AG8LIdpnj8J+jEY/f22GQmP9gl+wD9hWYkmMhm5PB4MfgaM4tANPKHDo73R4JO/wc4a3K2gAz5aeixbeIgPqES1T1rJlQYOP9k/132lQBWEzyPOFNQTDgOJGWLiRUA0Y+AnR1aA+N0ajEJXRGEfXpbLzPXN64J040pS4DGHrCnBkTLJ2hwhRo0LvBmra7a1c+xaNg8+NuLc9K4P1eVauU91Q2GE0mFOGKi9G4x7IRfu2wCoFhs/FeJfbwuac6/gWm8b1OfL7LeO887s8a9C4joZlgM2fdExfUQv2Ue8ORHWfcQ7e13Pujc268+n6ONKWS2u+IBz19e/iMfJrrQtPtWgMrTKA++5R6ILBFb2sSiK/3XFxWMd1tyDdeq1z09sY/gk1mUmal+iOa8/KmdLbcpskhr5OMVsRjAq9ukGA79Lgv6EaHG8V3q7rlN7bzyKkANYeSXkWjSlbNA673Zh7wiDuZWGR215l8ENa7SEDbjJuaCEgRt/FfmOoNfZBVE7t/RFDPJFj0bhzDaWZLaIqAuVujMZLWTBFeWndybidT9Zre4OgcdM4vCVQqVpZCcCJYE5pXEfjCJrvq3/UtJR+O5tWBjNunbN+s96Juaf3xLNpt65kfus+ye9NsgH2gsqPtD/4oC/Nowxjx8VF7U6wweBDYfoAUzOM0WgEMKWssIIGrHW0bWrXRWmDwUwM3svoB0dr3aHWwXDd9zcUAAFc53GHht0c0Ow8LjS44u1xXOYRtzHKeGW/MnhvadZghZpRetvS5wDEeqGVml8iGNzVfSna8xI4I35LOu+DCqGvBq9pLAP4hlb3C8AzF6gGzfYNeYRupLnYBBWMdXoJH9pnvhcGPsziEtYIUZZxG2EkzRSqR0ZuJs+xaDzPPaNt41bG/cjzI3/LEfN4WBt054e7Fbg7pqp3R9Ka2K3x7AY2j7b8HrM90Fz3weBjjoHk2edaNCIDHPe/9aggciMaGO0pfdkKtPLzFne7W3z8vWJ63l4eMiDdnqwXJOufq5A5UkcD/baw50Cn2E73fGVJut9e34/R2Diud2h/7b6z63RfwdpBXyMFAKW5JYarmPMbu2MsYpgbCZuDcd+Udcq067qoDfAfh6xwFGGFUtE9t1jpxnjTOBgnxBT7KRbbRqt44GP2oHH5qgqb52SZBHCfRfYdvll424KGguMZnZQqN//JXsE+rNW8njX/E9hlqvdMnZsBvDf6iz63ANehgn2530PAVAihHdo0CDyfcCDr1B2gNVXdmur6Bdwzb1tapKNuRLWvg89mQXfd0IDq9u7ytzcucQDAxsXFPTs7XZVUsnF7XENBaq+2hc7uptqXYPA2U47fRBnXSwSD535u8Z/WcE/ygbtgi8k1cCQG4Kah3sG8FN6H0ZyNIeOoEjoM29zSVlsXvHz22AgwJb0tqJvTW4rDlb5kTLmfw0f5GVvlaNxCl3Vq8K7O4rYHm3RqoGHvauM4lc23YjSO0pRd16QdmrvYGA1iF8/uQUDyMNAuYiEXkqydH2vrZoh4Fxbe4TC8XUHjBoI6gmLR8AK8i5NtvbbQtde0HhwDE7AcQYTGb9RjSrY0WJqB3iQW/Yt9DYiNCW7ujGp2DL73XmZtCw75tRam5tii3Rr4C4g286gqzzBaO7BpUld7gnV7ncDFfX0H2+5g37X9DTTA0RDcDdeprlsdSNsFyaefQ3c8Z24ajfVzIR5IkWtvc+zjdjbm5DAYplyD1b53FqAMYpFgoCaEeC7sCXSDMac02Zqz43HdpIMWjQbynHSxK7U7gMftdgoUHd9hu0oT6ruTHln7L8n72VRk3lBGblFyiX3FnPvsM6ER6Jw1bJ89nt521zXpFrcwceccWHn2jtaEdq/b9LajsWke4FBBzG5cB2ngMxO0vMPPA95ujEaG52r4E1MjVcDr9SHjciOToHHARH5ueH9Q0gAaBtkvcnRkIFv90fOKiLH6qZoZMQunOyuDj2CENK1ryXMYzlvRbRgx4hkKkzIa0kvhd28JDFNlNXSH4Oj4Rq4Yu1mnFCNoztDRvosmeS/r1FF4Kfm4ZO3JP+89eyYAWX6+aJwG0xBn2fTbzxLoTL2VkZLC4t9RLY09SJnvoiqc2b7TxWiwYw3ZgtEjXytw9mA3R43sbTB4m94VqAqAzi2V7teFCg22boHe/N+iFBrFaNiityM4KVen1PeGS/VwH6Q5WyjWsasYtOemPC3KplEzZrxbZ/dnV7DvlaW3/RYsS2/GotFt9s2KO+qxjTZ5ZNEgH3ElX8x9DUINNGzbuEdDfviMOz72HgzTg95CAAcxGRZG3ztkInbAzU9/hObvZRQ5OJxd13tBYEen0mo7d+CW1K6AEq4swdGMdw4+7Lb0iG56vu8CsbcCjgtZ7XxwF6ORxnhLoKTnXnUvzWTtx3/zyzKe/E13ChauK7nRPFiLxovD1v57TiyMWW7PQkkHLAJ2eE1dGDXv2nVK7nnMh1cfaBml5xaw5KRxndJa+hsna+fsW8XOXUHFG3uzVAZ/AYGyv27+zjS4y3DkhW0Q3URT9izqpIR1b5n1MRQBzLPyrDvsmWSdChSVxZa/iFtxB++Zot7hBngzgoYLm1r6G9pwzOadlpdywT6uBKpxfdnzSaUDi+VqftFwd0e0dZvM/xHXqUxch0W/Moj7Ra2i2o4xoDLGmuh1lo6vIdAzCjPjEo/BvJTq5y8FJkbjJ1EWGTO/z9TtMHQ7FptDsKHt0wxPm8PeZ0CHjIayaGwxh+tevEIcFOxT1w6tZWbUXpLOe4HZAvdoI4d6lL2mXuqjKCl1XK3jM+ID9OU+HfJW1qlWgHJx6EFFz67b0U8Ao/S2DXjKgw28vbfvRrF7GgoNPqCQuaWOxiFwBJ/al9P3HZXBgcQT6O9+6YxTQ7hzulaMLZwAvqyS4x1+MnjzrlMvAgeL8AFwCd2mpWIDQTVtOIh5RRinMLyTOe+DwfPfRzOJeDBAsiPkb/1SgTuth5r42+/yxqT8pp/jKbYLt7R9g6Y97DDcbbslKr6/txujsd03gMZnezwG1X+vat54Ed24j2yPPkva8ywIe2N60XbyNS8jjkfYO2aa1c+tPXXrObvlk58xz1awHWqdt/q4ofuAXK9A5ku3W/Qt/mTtWqbVGnQwGD8TvQ4XFQkGd6yBKb0tuYq5m7o46vpox8BjBcgt3gIerWXzx9ZSBCglnFhZ75iTVDOjHbuO0XiR3TBwEXOzEb4ReI5x+kvAaxrLCN62ReOZEEHDrFMeMgpbvpg7wEcsGu6Ld3XnN7Ux9rs1bRopbxFYQFk3voxp+LmEWrKLPauNGwo/7c6XgSPf12m3vWQCAyLTaBQ38sg3GaGOaLkHbWy+O0owMMhk5j/bM0t3Q/6OCXHXqrirBPjClEUP76tpSIvl6IYDlIeWYj3qOHnguppubn9PIO6rpmt3RtdttMd/Mm9dDR7s4HGd0CC3LbAXdP61YbiNRVB1BHfrgvbSY2liH27A54eDwflgnYqNR2y17Gkj7f2mwEKchRYdDP6M1MW3rMtelqxvgPl9h68Hb1LQEAHBhYPnsgnGddIyujEaxM9CshZBHQX9rc9Ob5vf75qJz3DnYMeXlsfMwqaZ+0u5USlm4VUoDgcXnru+HUSHobd1NFLHZjzPZKb3YE+jNkhvewvzUTIudYGPh5toxnJz1qly/YWDDzeY5pdMnbvrTmbhBX33hzhi0MehJBus91FtnwY0oL7X/rllmU7Pb7mW2L1445zt+bMquMudaDQeHfd4YMxHKtLv4bpCP/Rjz9nemre+4Th2aXcN8guOifwojpnQ08m+vy8gnH4JZcc3ENT8DvfB23adOnpW7HPd3571ogc3u8TWGAQ/5PN3OFWcl03Ga36LEWAeFx08MgxugxjvsUJspSL9appWDV7KyTtgizkoWWxG9w/6cr8IDBlfS8ie08ce8327Ztp1gS9xP/dN2JcWLoeZmTy3pwPKiqPB+aXNl2LGXjvEiMhTmqBnLGqwTOwgzsx/9wBoC4g2iXxRn82+71uBPMVEhpJ16t5ib0NUQLV93d8NbdyWdWqvsvs2jm/GVVxIR4LxxjjAmIhqAUDcpkh5FkSj6PkW/HdeCPiVZZ16TWMZwZu0aIzgVm2wl1FkBKVS6Z7JsRtU/dUu1i2uPjT845mwhyiPwAYD/9Jn6CexRmTXC2+9hpWPLXgDV0LJ6Lv0Hn12wb4BeF+w29XIMnYLbLx7hBnX7ewWGHOFl2NtA0jM1UswiUwvQ9TvDdi+FW5pbzDPhwipXj7qFRuliQNJCjw6YLMltQHQ2GSeaUd50AFvnIsDeLYXMg90vrWZd14/UteoaWJrPC+0/1yXIU2vR/FYB+C5LraTOXybweB7YzHjeXEF3EbylyPwzmC+A/C+DwDATft4E8SeqD1LyzsAi6D2wBOE3BZuaHYr69RdwBhmsJgGaZ5GROEmf1QDW1sgaje5fjibY7JwyNXhC2goXrTJPY3kC9K6kcCwK0ho1yl1+UsUezwKr8Hl7ggcdbW8p9DXFq65STjcgS/iLmJAM3Wb7kDm1r0usF8Vdo/XYCE3XBqLReMA3MwwO49rGrx39sSioVPFPgu2LBFE3bm6p4ihCBjWGvNS6W2/FXz1Dq8f3q7r1EsdIvaRhO86xc/SRoZ7MeDBLu/172fCcY2M+gTXLeRAE18lT7iBr4103WJTDtwyrqPEm7WAuhMMngJvnwGRW8tB09EzKD4zAFVhWVynlDvfbj0bDMZ113D22zgsw987ngPT+a0yF0djFV4qPWytdeRbtbcKpx1ygR2N82u4Tn1puNd16kYQGty6BfrzN4FxOdjuHv0h3acnAKmDWDwdRm3tCkgm3uNLHGAvrucNuUp1wPS64kle01gG8G7R+EIwwUcg5BR2+qKL8ML4YItZvddX8J6Ugy+lsXxtjNVNc/hKEMxEdLO7xuGRj7JLMd8eCHvLdJlc/y8SJP3MNr6Glh7ATxej8YLMi1esDYCbhtaCq3DZsLx27dr29jKkeX2Nbn1FBu9ILEIzVpU4oYvJuzEYfAS3zOM3YTkSiPFuBdpPEq8IjDPEvRK69A6vB960oPFcJjOOKoMPwGMUbkOcr/AAb8Ro3KpdOcrM3VMh/WZwvqcWW3zZ/r+0qf557ToNv6BW9YsIeowXWaNXUZfAgxfafw0/sKGB/VLgxrjd27+eEydG4ygctep6dSKOwnZ6WzOeV7QFD/OPG65TL/I9z8CXm4HqXwmC7ABJ8nLnpg8UOy+HdK1VknwR8HDQixCyd/g5wtt1nboXDp6loXk8u3R8qX671xqz8cGXXglx+yn96feA+csVyNps1t68Ywg3a846ZtBJb/u14c40n/doDV8sdmBU2+NlWh93+4Xb3+78FgvdfSNdb+rjC+GUG9o9ojDqcABhN+j8m4ED50nj/nv514m+THagQ3h/4xGXNxhm19vv6qtlmnoh+LZG28N7wb7b4U1bNF4MvmARJb2Hwgss11Hm+GbcdYB4DLWFN56ULyWAiAn6G8Pbh+Grauh3utrTHJcaDF6MSLGibTSg9qP33TfPxXOn7hvyrddTc7iC/I1wKJD8pefsbmvJ7fdestjjq7WsefATcj27roU8fu5mq8LWmtxq4RqMezP9fIafysvhJRM3vMPPH94FjWfCLb7b95rzn62UeUGccJjJP9jnT0VDb86Yoz0zvtCY78riswGepuvWzFwdQXlBRuK1u/J+CYH2RZjGnyuR/wkL9h0FOT6Nxp0Bfsk1uaFg31eHGwr+ucD4Ioq5w8fqtZ2dUh/l/jnRQtKLWze85X7lePsdXh+8u04dhFvP71CCu9d1CjcU7PvS8DWH8Uo+GcBPTqRei2LzZZmql2tqCyqDOO7wi2+1V+T18lpQyWuE0dQ8KyFAYyXqe7i1wOJz4JuykDwDXqsWNSC8yBp8ay5TPxtgvC7/r9c0lgG81rP4TcEhxuuW4l4vCV9pE36JbCh75uyfWrm3CV+Jkytxfz+ly8JPIQ2+8Pdu7rXXtNFK0PaXmfN33uU4vOYYsq8JR92OXjQ70i2WlQPd3jK2I0LC1zpHnjv1V8tO94KwPruY2Tu8Znhf3VcMPyXz+FXhxu/8KlmnXjv8xH5H7wzpV4Cf+vz/1P2/w1eFe117D8G7Be3nBe+44R1ugHfXqZ8Qvglm7UsN8rU76P9E8I6/XwjeJ/IdXhAOJRp6x2kAvhG69g7vcCcwf5lsZvfCaxrLCN6uReMdGb7DO7zDa4b3QIp3eId3eId3+Mbh7QoarwA6QZTs/fsYjRcVcF+osfi+1Vr4CkzkTfUFjsJrYX6/9DiO+oBvPOb5cnuZxYrDyi3KD1uU62vspxc6w19TAfc1A5+PFvt7rfCOo79d+Nb33jv8vOHNuE6NUodq+vxFTFAHcv7f4hm7IpRveZF0qDe0QUSHcnt/bWDCRqqYdMNjuodlPQgAPeM7pc88qK7GHhEIDDB90SC4eNAx+h6B1ts2z2ZED45jtG7Nebjhm54dC+X01Z3pkeCyNUzZg813Oc/dmHL0S/EkW+u/h1u/ivAx6mM07J099BpxoQsb31E+YQvf7azNiv7c3Sq0HJ3LL7lPVvT0LW7gBjZ4/hAQEF8wFiYidv2vHO7jZW7BIwfx67cXln4Q3uW6m+AbwZRfGb4C0RP8xbSBqJzVEURomciVqdv8RwWRw2eG6DDz2rTPdBsyznDknaP1xLYIHxMhwsxpoLtyxjOJoHLsm3efeQZCu2fOd4EIZOZlzYOMHIZ9HtqLIdxgSaDmnN5r/RPoxq3b22vbjJkYWDWDot5vmPEiBA+rvpVft+aPiQAKiJz+3aXdVPjoXnDH2AnZzotDAeB5a3pozw0eYULajwfg0JyZZ2Rs/BU00Rzas1L7bse2qfQ48I3c7HNrnvee32+zHwe9jLDBogTKuAvkCsrrAQR8q4LFPe8H99rN4Kx77bP9M+GR/cn1z7BzkTZw2zu8KXgzgsaFp2MPbpyLERNFgY4Td3sgCbiMEHwIDaJYmcsYIlMa6kvxklTb7UA+bZp6y8CB745ac+89fiOT2DOFG0QrpMCtzf4DcDZrQM9hXCkJKXbPBeXuwpSm7mat6A3DGu4rA+5judxLw6QQwNOgTeo1gt2Z8ErI6L+JQERDoYEN8/8c4WKPcedM+A/VTnOYhIv+IxBomoDQ4yEm8yxQzhQdZT5y+y9d8LGOx79cBHNKc3bheXMM2xbE48OJnPfkjTJ6Yxg6kpHc7HV3v93BR3Va8qOlle5d3i3mXJZwCriwv4c4HOubA4AQkvLMEXhHSqqIHlcOx2qOxEumGPZw8YU5jVvNSxRtUv5xCw5nIlywDu936HGLH2HCCh7jeW+6eeMebdzbaZcnT9CgDrclZQgNP+zNZNp8Y/CGXKf2kUGn6dmBW82TnladHUEjcgDYP7yHEbL3O1rmL4oV5OhnEOEaVf8770lfzIkJ+WIg43CWuJq33Zvp+0PAxd6f0ndG0G0MHOV1o6QhK8RV4U+eALqma+ejArDp4wgcFq7JZ6Kazy5CEjVuFppeXHh6nivYQKPmMaI8heP79h7wCCcGuMGOmYGLppchlGcuPJVxy3ddXOEbeQ86TInR9HMg0BTavZoX5sh63LNmonBgs/76rESEbZfRMtZ8Ic/RXRYZswZrZmi0cI9wTGNbYNo+P1rQsla+PThsGT4iEG00RRm/jRjLcu7J1+gDaX/xganjiZJiArgZ3+/uQbG4GevMTbDznoeLOyWAHlIYv7cl2F10ZXSu838PROZu3SJTl3Rvd78xOtze8Abq9REOtDSEA2H1LFmDyflWZIz3rFO3w9uyaBC/mI/ni5yJrDE+j5bB05TGpDWMt2x2yweROtSaAZb2RozPPBWhaK9roe9MhDUe1FgZOOy3u6Vxy7JEp0lWH5C0saFlfO41ZZMQQ8JjXPzxitsPDwjy1ua6Yf+ecWzO5bMn7VE7EkAdi4a8dYnzWGuptIAeEOe287xPFLe1ziFgy0hl+x4SscFe53nL1a79ned+nrWFjClbNIhwiWq9s6bZWtMKTAc+UATbacI1htzs7djpHt7eCgpDjfhORxzGrm+WAb3FTUXOeMVFzjP6mh3aPPvX0eKmzTYGsOo9uWfp24AqKGy8PwWn8ji1Avw05fWz/jQ4ZD0izngvn9+h2yYDNh5kHVg0WIRDfS2IMpA63vxmgVmt1QpC1Iqh3P8jUxGqidvtK0LP5QY8mxSL7Lgx3VYtXKzh1qKRrBwpRmPTGkvoLF08cBfuLIGk1kG/ayEAj86aRM5r9/r543d4IXgzgsZT3NawrI02EHdrGAQ8g+7KVbNZNTTAI/sMaZxbTVRExFNmTNfoIBOrIdwd4wbzF7kQnUKo5wlnO48H+lpjaLQ+h8yjN+St13ERzdCE+HFLyFbzXZgIj5bhn6eW+TmiWWRhPAk8kb+uXAUj4rz2AwJTLE5NJ6a5jfn/FB+qpXxj/InApN8DuAphzpzyNGXNcN/OE891nvXUNUJd32a5N0+99nV0DufJd/k6AHsuV0zoXcRoo3rwPCFCuU8y4ZPeT1kQAFDOLwAgpLl/GgjhvDg4i9hZEwKdTrjGyRX0hgoJVzO5o0TwLKIZHuPiMKrmDHnMvigKdNyNNwZufqhxiIClrqmkGdJeYgwNQ7ehoKDFOb/q3VULz1YTbNrS41tRcWtj3ToC9yRumINP6UkJefOEp7j4+ydgfNYaS21qB8BQyVL7bifpqKU+zs9zmRzF/UT28fXj1rhyU4/xdLj7RO9t36F31WWVTGQDeV+Y8cizvy2MVbMV+J2xzdSPw553DAR2B1/GKVTcRijf9C1o4N/hZeHNuE5dBwhDH+Iine+dg057tB9ERzyILQgDpJxdp+xYHuMCzhaNGG8TLEZQGPUtyMTovE43m3MSEj+OjAW2gpl1zEVj0ZCfSogAekImSJOYwSERGc2YuLEIYYxoy3uhavZsm/oZGeOTWvvkMvdySHgkwA7Ho4DKvJo9OPXEaOVkKXyMCxby/Y+Tlg2uoFTOYAiuxWToE3xkqu4xPdKGRcMSfefZJEDO5XcOATTPnZVLNKKdkCswTdWNkgmT8zGcmS/MyZq0Zm1h0gYf/uIsBNw+WZppeDIWLX1+mfvlKoqCLUb2KDhKgTUSTvrYN0qZ+nfn8iG/LDOA67BLERaOHFn7jMYLoiV2meCXMJ2L9a87e+psh+DgyPx9gbJAwu48l+cmlNgmbandVCxxmos9RWB5fHTuN7qw27qxfHAd35n7GMRPnvAMjR8dIWlLSA7kavkRCBPFm6wakQkreqv4rgVX8INZS7HElykYtRHMu3n8gm9KopuQcJulgZETzvesbN9ENifG6xrnaxrLAN6MReMcp3I2IpNLU10N8gtC5NCZGDkAn/jBfZ4Xa2JmfF4To7KK65RW2ikXASbfzcCP0WivNXOjDhUvA4vGALEK0oyRGoa66X8HtnyDC5OjNaK2jymAY2Lo3eBkJEbxx1jXgAmZyWgeS11JoO6IIIjWbQ74JG3abkPyZaZI+LSjDSOD1Jj4sEbv9+sHd47tvuAJ7ty5mqtlat3KMrEDEqOpGYZ+vut+dbVay1yCSffGwtOEQt+96bglQYO0qfriJTSM1uZ7i2E0Ipr9hDmA5glMKOdX2m0smna6PIsGAGi3EcqayNOC8+q4vrgDxlCoOCrnlqBOaYuAT/FU3Leavpp+5f3s/kmZQR2cX69fbcls2tfWBqM5ZRIFQK/saYZb2qY6/wrPyOOdBXxjj+jzSow+wx1vz7sEvx9aGwe/8zIhmpijxgWGAJ4nfFpPNdBePXdIEGQReNODn+JDOyWs8H2Xte6YoJH2ClWLMLErfB8FfQRWED7Fh5q1Ld/8kU9DOiWxKz/Gh8O6vkTvtRAmv3guRvtn+ZKt4oLr6rmkZs0kZql23AvYcaaC24vboXMuqwJK7bUl9M/NoVN2rQiIMTT4S66/w88X3oxF42k9gMhudD26C4hAFKvbUzBMiYI4kaIIKfDr83pKmssYkkXDG+tBBmsrGDyl6FRWA0oES89jYg52+iJgXUOntd3znkoWIB/5WAQshLBjwIVIcqtJFh9WEaJ8i8Z0aB+w+YMDgef088f4oCwn6rEpI2s+4GJgO7thb34a7CsLwoQ02jSGq7niOZv51eWINK7P64Lirmx8xwvTY8evmA6es0VDP9NkmlLjWJKW9jmFqhrtu95TRMltUcE4E1YvaBBa5UFyKUn7//N6qt6TlPbBj561jwB+mMqDkev17jsWApYZa/b9JqrmA/nGrWkqygVD/PegWODy85/X9gyt2RpTPmmguRfG8Wigr1WwJIHFMK8csMaKv5AFmtpI/mGY6voHwKftsylzm/ahYdqsS6r6fWWuAtnO93br5sWO0TZiiMp1qvFk0wLEPCWLlLL0lvcngNb9sfJExbo3stKRs4+3BA3ShwWZGd7bI6O9rrXo1soBP6bu+/ixa7e4EIXU5lE8Kx4M9ryvIGAKY9fMfrhpHCBc0Lt8lVpbnnCqx57HVG5N1LiuEnO/ARmu0OklrvG+VQQhIu6/yenuHX4e8GYEjce4uAi50wQA265EhsAB2NFmZaLPTnYKSkj8+/VD6VfaJQbiKRiEzPjxmjQsayRwNP0eYN4Dtd9AIvA0ZlT9u0wbJUHjenzLSCtxDfi0PoCIs4beDHTAxO1pdDgLCnGuBMQSkrgEgNdCyKgQC2UBmgO+Xz8qQZN65vEgAuRQLRo/5HW17cRs/icGflirNix6/qu23xsEje/jh6a9TjMn328sGjKvKV2lYermgKCYnSSQpt8/rwsWlW4yNGcluJp0vV68TEXz3z1jhCBejEVD1t9ZJ33pUK2HAKwP/d4LFHtGmYC4TDmdp3QC/PH6Xe1zDsl3PRB+vFbCyxMhToTvV8XMQJ2b0yAYWa8VAetC4NOCy7q2sSLyzAiZaVxgGMA9AS4y4cqtO9yP14cch1aXiyLVRABAqwWVayJ4kyPwOnAkxEtiNKQt0YYTUesia/Bh088HhetMp5FDrV2k58xYINON9s8VvetUnFphdst9JUg/I7Dn5xQQreewKGGmKix/jqcqnOnnlBXBi4MTgXJd0lkAsGnB7oWy0FvKne9IZ43KXvH26E3+/2qtIods0Wjf//36oc0KWfyCZM3gW6XtGpS9Tvg+9nQB05QSYCglQWnK+yQWl+QpWVQKH5MzQ1ph3NIWQuPPQpwVFo7Fr7cmUzeoJABSOQOc1+r79aPjOkXud34LLkAJNpDGTwKvaSw+vB1Bw7NoGOK6RgKpA2oPSOvb2d6zxNErVBOhzItiJZgJv1NMSfP8qfWPjwA+ZUEjxlBcD0BUGTn1PQUG+zAypUZNHGOHv7N2Oz5MeBRBo/LkLug2Ygz4YT2o9VGwYqy9arKDTGgCmpuhTwlTfl4rMSgZuxigmJDk9/FDajMjVn6Yysc1TMFmVHVmUhcCTwHfi+sSt++W8cbEnHntDMFD0AP43dXfV113mS7pPSyB7R1BOU0gk8UmIhPc6wkPoY/RKPNnzPndc8uUszPJwDB0W4qLwzw5sCsgeoIJpbNXG+n3IREKMY+nPkajCA+cBFk+LWAifNKCRnad+n3WmtqxxmLR0I3nORGliTBfpwVPaybi+bkReHNSDKc3BNoWASKkBj9dF1zWuihdelumDtcAyBZAtHtNcLI51I1LlH5e62Qy87uumpNq+/A06xqYgPgwt3UaFHObXFHEtQ67Weoss9bEDGb8ugveWMvRam+WKeIk6HYhirLeEnd2mpNFyrHyxQkI0/beEEZVLBrfrx8aXNm9qc74CmpcCtvnLEOLhvkNmTnfiwPZvMbiOnXqguF/t/6ipa36taww+t5RKJXha/0Ipbn84/UXTd+Rg1szZwX5Y88QOWVLtP0noaLO0SjA38ZoiOuUFnJtDGuJTQll46UfTpB+nKngNiAt+YoUW2oMVYpGjL/3Hb5deDOOcZ+vSytACPOnntnKtrMFVkMzYm6arFMZtEWjAU4MqzW5f76mYPBrDMmiYZjDMn6gCiLNWLVGMQCxunDZ/iOy4CX9LwFPF52ec+NjOTOuBMQr4cdbBQ1Wgp0V4sRlIVt+EuKDq22LS7L8aEJmXafikqwP2uc6ziZWoGH20o3CmAdlfQmpz7gE/P6qLApa8Jozj7oC318fNoWXjiG6QXnxx5fvGiZ/BK7XAqNaOrRQsVBbX4CrQPjpesJT5v6ZzF4ToqmYBDlnRes8h2SpcIaqGQsgMffCPLmf1lhoaPP7u74CsJ561BicAEYmY/0gABH43fqxWibm7O9PSBaNInASeIJr+WrazYJxYXoNQ76eCPxhxnVNKW69cVrQt1cRCPJ51UxqZ11QzIt2vWQCfrw8NDEaa8YvQD2r8m0So5Hmh12/7xHYbHtJQdBquFcQ1jUU7T9Tsh4VgUCNm7XyR+GA9YMn6NU/rhKob+pzeKFJGiKgXKcYFEWo3/joEhvWPyRXRq436ymA5759Don+ICR8Jdby9qGEB3SMx2SK5AkjG5cqdDeCQ1TjYtQ1yE1eeMan62lsEZJXKStxikWjvb8b86foOuX9KGu1IjHsK7f76P+9/qJjguW8xCm1+cP6oOq19C5Bmt/gEb2fJgRwT583IFk0ZnyKrVX8EqfEGwQuAkGJ0RAFZ5B9q9qbqalPVBxADPr06MJ6Ch0PEWfC74y1duUUoxFC7Pf7Ldaod/im4M1YNPZiNFauzKd7vu+VtJV2YEXoNQET8Ptrr5EAMlNnzt7n64JAjCiuUy6TtT0kpkRQkyAB8KSRG7XfyqLdJsRTwOV6PMNG+XMNLeFh7p4pzKa65hU4LIQhu20Q0LpeqPlGvgdOhI9MB4XxmahaH6Tv04RwXvNw81p5wqfm+YpFI2l4RtYKGS9FwuNVZ52qbh1exi1iFO3xEfhRrDijV9T3I1Cpo8FZK+7FvZSgP83U5fn5fF18Fwh5Rp0toWGN5nUJmGy2J7Wm+lwmooj68jOh2WuU3UDEuqkzsRTGVJ2ZE1V3AKR1/d21ElgRoECEzxcVDD5tMB5oLSWsJ8q42CQGb8L5qoLB8zjlnHgwFKQPQonByHvy83VpsvascBJLaA2pwoF7AfdNnx447jiNaykpBgkV//DgPHUCpAERtEisdHt1d0Tw5uRq2LgoMXpFj7W83Auc96dC2ytCPd8iSy0Bj+vSuU6RwldWAZfcYCs9izMn/IAUi2SF1DYYuRUKz6s1ueSmjWAYlxYPjILBGwvHDv5LYws5xqj9/h/Wh2FtILEEj6wxneCX96B4MMh0rByAKbQCnKZTZh7FBTlyCra2rluj2EtbO0q7SSXLF7p97GW7XZ3kIcnSlM6WxFCJEsXS9Bipwf36m7+JGI0NYfgngdc0lgG8GYvG03VuD2ze5cFhmI5qjWuMhmf2HDxvtJE8A99ffUZjPVFDCC8APl9SwOW6Zm2h1jZo4jmwyIRGY0JJvaa1erkdYq6MREZa64eAy7kNBnfT1MFoQ6+tb3rTPwYMvNKUbwITOGtEPcQVZwIiNa5z2r+amJMvqbI+JNeZan3SBHLXf3zKjN9M+P6aiJQdVvFnja2GW6AIQOU/fdN85wYx+d35wyGf5bjUNRBiJwwGJmoJxYmSRUPtuYhkNv98WSrDoC0VLK592+u5PoQmcLXsZ+q/M57Supc5GKYmG3wz2kJczSuBsD707blrT8DVMKQUkzVJ+o8zgR8mcCB8VhZBidEoigbT/PUDdddLFhih1JTwxPphxnUNuPJIWzj4HdndquABHMJ/xSIRCRSSxP/50jOqiGn9y14ObRtAtvBNKIkARhaZEl8lVpLCqFHzALHOblP3SHR8y6G+t1nejO+Qx520u1WLvnJIVoksPFO+R4oJaSx37ZQka0i+lxQUA5xtSdaNFciBbNW1SRryWgizvD5M+HxdGit4UXhloX4k460c0pyfKCnHgILvy5w2c6sY3Py+Vrh0oNdQBI1gGHDVT+O22wg3hlYyAE5uV2ee8OP1QdGk9Nj/e/5F24YMRfBjAL6/+BZJ70KckhJCW7ojKBfsi83ytgkq+u+JSIHg368fCm5aOblTcWx5h3Re1TxlJZKej2StVj6IohiwNMa60cm7NiHD0ipchKZHsTSqtouL5DfANL/D7fCmBA0Bz8QakeIeIEjfmZkUYyHMk7rh5Bav9/IPzvmu87PiQxmnxBDqZ+X59dReWxn4fE5aw7gG8EotAjKCkpv/W5v+Y0hme4WQPMY0mfYpMTSX7JdssgoJhIZLzkNak296IGd+FHiZYzyoSCnPpbheOEQ4zgAiGt94ANWVI2tyfn9pXafWB7r9dHBaz5gJ7u/Pqs0seInmiANAK/DDuY0dsRSq0RoCxy0aDPzu/LHxWpBvs3+L37MWDJLlhVuLQmZqrT+xCISfzwseB9q9YdYp1W8SHozLmucqwslUvxmjYV2nRo85852CwU1bA6ZR5mRFKEI3ReB3ivlI+2FKlXLPS3VzyBaN319NMHgmwEXY4TR/pXK7ztRFaazrQ8D1OuUA6NqWm2Cg9FE3x8hNYgvWKC5X6e/P5wXXNTMqWePahDgUxiUJnmzPr7PWXSDpsB6LxR2EuFLpl0kYw3pNCxkWmKqgZ/dIHVumFxNad0Izbiu8raAay5L3y4FMpgU8DbduvxFIsgDQJYESXJWFr7gQPl2URUox7kUQJLiWpyKQnFJfAPCD4xJa3UtDM94LVOxf/7HNdyXlW1pvIm5jaG4BK2wjVMWQOuu/u3woAqVYSQSXxTkJ0N63+t8C8Az8sRM7x1PAJK5TDR8waDfjhMd4wvfXGg8TOaRgcKWEXDkUmil7uVioUPFjXJDShiuehVDPVqULSPWpqPJB69LX34hzEsK08CqeI1oZol0X3+HnCW9G0Dhfk4+0ZUYbn8ioDuGN4JEinfEEyIGMOgoqI57vL23gnCCy9YGahiOA83kqweApvsIwCw5oBBCU6wVzquUAhXRKO6JpEQRLwPWBwGdFUEnRgRh9AgiAroQfL4rRj7yraSfm6s7iPCoB3cQAL1zdL8q3UrLKLAnbisaMmEtAKUUUbcwPl1abtZ4ou57UfmQomxaFkATEOBN+OD/0rmhACX6lNTOeW1Nh3iXld7sH3z9VbpkYnQuAEJ1q9lb3oqO5Qo4byoyC+DlfOAkH58tcXRSVxjHmvilW/2orFMs6JNcs8yGk/sk4TolB7bTfg33VZVwx0BSXC+ns2fkqfWmCSkYoAYAI/D4rD4gZcU5uh0yE85OpozGnOB0RQjVcHxxGN59fralfH5L2fV1TSlc3daQMjanrR9fD2BUyqL6TGLBk0WACzk9zG6OB0Gadylr02m+eBzm/TtC9/uzUZr93IgeUPBsi5CApYoKap2afS9/aEspolA2Xj+ZZUnsaVKwSXXCsnUSlOZbz0lhhGJ1F1hhplCWrJU5HgvfXE+XMfL1gybPgu4DHy9xbpCAWWr8vbbGISxU0PisLhaYnHY3ixHx+PntV2NvnQEmYGQmIo3TohVl3mHgZz5kn/GBijABR1vjtJlcjtLTNjluGr5jvPz6rAGkW16mpE5pKauoBYb/GgB/jCT9IfIt+z3Gr1vFHXZwFZ9yu09QyQCIQKGuhV3cpLsi1i/KrlK797mLdwgPimpQh+qgUi/e3IGzwK/z3yuHNCBqXc2jORkXgrHyZheAeQ+BlfR3XqU7PwrmCaEBL/BZutNpNGyc01oYVhOt5Tq4oKwFi0bAaAUUMt9wgEkJCZjAy06kO+6oOv2hOcbFE1N/lxFyCwenS+qYfgoyAPcanZHuRC9NAI8qJkCICj9e5as7Fb11pY76/PNT2sqCxNXea12+Ex5AJ80L4dF5q4SNDkFOMRhI06ndRM672I5ER/xirWO3vp6fTIdcpYTasjzAHFM2VwHpCq5HkatG4XKaiqWXlOgUAl5gryuvxm3MmrhedRcPh3dKztZ0OlI/7SCk4YiB4ApqwidAnVSjPBsL6QWI00lgoAt+fq/SxLjkgNxBWJajHOWmVRShp2iVgVa5Tem9a98t4Str3eMmuU1bDPRK+dDNRMerUuon5Z5Cq+2Fe0+t5ajI9rUwtIjT7t7NoiMLb+L/Yfe3V0bDB4GeegWu1fJZ4BIWrGRifcT3/5eE69Y3rVGa8NrXaSkhpLBpIc1+SWTiM+E3goOf1Ab1FAygxQoLvnozrm7hE8YxakduhiyW97QNKXOGnyzJ0MyVzpi88N7F/rQtbz9AWiwZQrHwVv+7gO4W3wBAtCCJCcR3T6/j900N1c+OsOBBLVsabP3r02xM2smD3+475JmCeMIFrQVhxXd5qjwmPfMIPl1ocsSgAIhpcqzMtAqjB4NI8Z35jTri9ZGX0zr4jdGr323qN8P25TYiyclIATJ57J4bsxDt84/BmBI3rZS67eER415UKUXLvD254mUDqzaoJuMS5CW7jzJT+8JiYEqu4XB/QrNCFA/gxWTT4mpGJ1foA2f9yMBx5lKvrlJdxSrRA4mHBU2KowmO1Mgiyd4m1QhjhkpjuMh05GFxnavLgkh2LPQK+ykcyQEssGkGrCVxPSZOuNWbaokGZ8f/+6aEQWabko1+FLxQBVIMN9hO3qPVDEl4+PZ7c4PrEYBJoTVrgzaxTRmIlo4HdgsfHZVvQKHOUKIp8DzOyRYMbbSyQma95qtrRLEAzAevj7LpApBiNxHR2R4jyPHLS4MclFAJIjMrka6FEmKclljaYeobUY3Q6raejEeJQBQ3tIlgYYMPo2xCrsALfPz6UjEcphiIT8MepBAWnAmfA759MjEYed/Gw4DSH4lqhNf9prIzrBwJflEUjWyl10c3mm9XcJMsD0Fk0zLx06b5jsliIlZQfW0EjItR4IxaGOvXRuHSdYicEpLnv16sohGBwnM5CJPuts2hQu7cEXyg3o4Se0p67fmdqVqhq80nQCtVKNzmMcnDGmd+9rhWPuq5T6ow3cQOeNXNgiRKL9PpAiAu3Y8kWy7ikvtYHwvlpxurUZoqzMJLo7sn4Er3iYt379HRq0CXJd+QzDYM/LucWDxZhWVmKZK+LcDSMlxsIaw2ZNpa9M0/48XxqkikAiTZ7rtaC6xEYn87LtpCZ+xOr2h8/mrgFDuA5YKFrb5lodQbNe1cO+BRPjUdEBKWEHExJ0CAq8VQ2+xUMLYkngFXqcmIgBK4JPETpOHO1fAgN0d4X8q0n4Pfn1tx74QnQgoYI7vlbvwXt/DvcDm9G0OCzw2Cg4rEIAhdGE65mCFDISh8Ii/wZpYiZBgmaLe9nxPP0VJkzgnadUheRDiM9ZUK7EmjNCDugDToWzZnCGIKItKtJcR8KFZsVN6FYx5GYEML6AZjO7bdScHxkMz8mfYUrcD4PGOoBYiHOTIaDZWt62/R+yIKGID9dDTku6VuKxozFoiGIjRGX5F/exGgoJZVm1jttsewfYQYmRjylNi/nWmkXXJke0cqFFYhPlUHRGidps5kyzkLXAWsbkBj/UX7yxod8QYMJikuaaDL1e5kYabiIuvSsspJRu3SN61RArXulXWlOVSNaYOBOs54ImAzzpIA188jUbbOtGjnC0NT9kH7atdeWvqYIVUxCXukru5TwlM5vuT6lf58GbiPl/EddOwLtWlFm8D4AuCYt+yTaAXlG5nojELoI0g7ua98RRjskpjTWa/QUUuyY4Ksco6H3deciCiAsa81wtsWwMUqMhn4q4dX20RUBtCbhmfI67blOtZp0ZdVS16tVog8G121YVz3N0K2gtjK4xMk51LiMSfZWthQmQck/G9YCuD6gxGEBFa9w4FIocD0B18uUlC2KJgoOjSqznxsXwUA8cXGdatKgdwVaW++CM08l9m8TSPAPFze2QCzJjg4B63WSY8KMC88pxohDs0cfH7OVp9DFKiBJgPyTcocsdHQQIxbndN5t7ByH0LtaH0hv+2l9wKdLaxW/xrT39X5aRY0kArZYNNTeXxc06W0rvdEDRU7r29MFHX8KJBr66ammTC40fR1nnfomQDSar+nfK4c3I2jgEsp50b7XTUEaQSZC9HbgUDYiIdxcXadSZ5RNqYzrk2fXTgyENX+Gp1QVvAoa7TtpMIOhcJ91SmsZ07XaTsmvLwzVCQhPLQHdmqaQ1TF0pSZb1aHSvqwEJQeKEMTANK/Kx7sSAnFTopVwvUxdPE61aBCenuZGU2rjYw6ZdDPxiSdOWsDHySqPMwPPJUYDxqWvDEC1qaGr+ry1TR9HmfVbSP7bhIliZSJYCHrL/FnXKeLqOkVPYeg6VYtD2g9K30QsvuRomd/8jGWA4wnAItzrfRTKi58BknC1ngbzbOebgPjQPksR5UzL/hKN8PRU55Pn9K+4zwmzn2H9wKUNAHVtQrtn4oeI9QOBrsmdSQtEvjaW2/eZQLEGoh6hW8UiESlpPQkITynTk4x5RWhcp4iRQgwIVcMKYFrWomEtLkaDMZRMeED7jaF1ebnwBFwVsxfSXIvVRCwajZupAg7A9WOR0LKwohhGphIM37lOWSbSfMuFpzJPoJT1yMZDFeHnQKwzEYZxWyIoFOufHpe4TiELwk9TwxTKt/DMuQ6Hg/C50gl+YEim1ct5bmkiK8WJcdm58NzG/skrhKa/RINq4o8+2JwqaTE4t/0FSsjI38+Es1YMZVgf58Z1Cqh7RRRGVzt2bykyDeWZ8fnpVJ+TczAHTIguH+FlYSNO/MqneMLnc3VTK/syosRO1bmphzv92tKZJMS1dC+d7XqNmNN+mAxdWNAmCqCM256WxtVxzThjDon41vGFEvP3Dj8/eDOCBp1bTYUlBisHsPBYoWqtmmdG1I8OTCNnP/XGosEpEPKxz1hCnBkYw9CFc3b7WZPrDUKNr2hcLyhr7r0hq0NPkp6yG29lcoQorx8Y01O+LePaMF8XK8oFiOdqUWgaSI10YwMyATIMpkBBnADmLGi4z82Z8btM5XtKDY4IICbrw/U8Vy0TZaQr0yoMqWGevW/mkAWNhUAe4QZKECGtiTnTZu/O1YnTUpTA+uC7SXgQHkOrTXPaBoRgKoKe54Ynzm4O+UaeF5sCUdZpeiJcr/1ZkAKTlIWX5p5m3rJFI8X2ihBBeqgF1lPShBemujsD9e/9xANo6mhwSMx7fSDNQaDYMeKSoUqyTgFpXfWZLhaNQAhP9d04JSHvfG4VDZSZgGLR4Cqby71qYgVwilgfALokJsMyJmwJuGHUy7WDQobAmtc0ZPwxPaFkegKyYmRNaTWLq6JR7ADAUgQNJ9bN0eraGA0gzUnJ+sWZcVlR3NTEeqzdpAC0sV1qrzBRJ+hBPSqCEomgMSn8VuWT/BKqUibj8XVNZ5MI21mnNMkiHKM15v31AcX6pxvjCaWQXzwBuFBJiKLfl1gij9kFlIXkFIsluFgoNN7Tgr1mUhH62L/SibbUJ2GG1Vi6GA3ze4fzFN4qKCbjsOsl4evyCAF4DK6wDqSzC2LEp8mV84KJeZM9eNYeDFlQi3Oqo0Hqea9fzYNcY6r98XRpvQWuHAAp2IfKxzRFM7M1RvMOceEm6x8J3Sl0MP9UMRolY9UJNQFIvraeuBXCMp4lcZ1yXLa/GavGO9wEb0bQmM6tBC5QqldzLoDHQny222uYFzflX4aGcZ5al46QNBwkTIkh/PFDbDTAF54wf84akGvSYDbmcHFZd7TG5deCaTKhXAEShhIVGRFXwkCRc9BrFTSkXZ1AqOlSMTPhAkC7rkmawM4/rX3fzSLCxu+cgYflmrTvOmhXvmFBcj1R/cfMUYlFYz0lxjAq17kUH5ORqPnA5k+jfeWZwQ8RcQHCZxWAxzUWIWatXLgypkef+dfN69+n6Xg6x/mzEly25KNTYqAb+wcjB9lTdlNIl9cHBptUnmLRCE/AVblOaYY3FuKXiVTm/zThX09o0yQiPSvCpl7b+MCY5hqj8WIg5//jqnzj0/dN1Gbukb7Xj7Hxow8rED4rV71T3k+U1qTQ9jnFaKyPYv1o247fxexypvANsbKKprFOH1dcPwLhnKyd4v/MlNLuegZEW4FYgsEF94mVaSRYa81pyK6X0+ccO5ahsWjkMyCulkX7TOr85nXeqmy+ggBTR0MKK2p9xYUnhKuq5RLQZssRfmgUz0Zp/svYUedFvq0Gg3PbuQGmto8VIcUDAgClyuCYWjziWvWAjtawGlOzVk08EwOn1idehJu4cIlJ0hYpoAaDJwY0v2uzNkqXDIQP12LR4KdJpTpnNPjHZDu68ITQ0AfzzfkaU8JVYukI1Fcpd0G1V0IwZD/mw3HhCfFpqrRFBJlPoViuhC6uIlhll1N66q0x3fpJ/zMQP7eKhcjJrTIYi8aaY5xGLscM4HM84fzUWzQoAkHtKZ0AhSkLGsotlji5/DYWDXbOIgO8cKuAQqZpxvoUl/St2k3szDOwEmbyYzS+BYsG8+v799rhzQga4ZJ+chYq5Eg0GrYsaGzOiqOR29R0i5aTuZj46z0AS0zuFAqKFk+IQ4Zk0ciawitKka0RUfI0IhpxeCZW3U6TlpIyc/dk2vNiNHIbMifhCtC5naPdw5EJkHyLnV9d4Oc0i483YIlTXDIhv1aN88qhatc4IX86V82VWCUaHj13vxm4jYTA6WFNgsaZ3DXgmUsweHhqA0yBusVszAZQmbojMH2mbp69dcacvrUQbRFaJ+7OQrJoUHMOUn2YZNGI1yqs6e8ShtlSEqa6tlF8yYO+2b4zyRqegHnJZTFdRrHOZSKwVWgsDCrq/DYxGhMwP+y3XdwfH2L7aATCo4rJmZVF41ybkToasPFjuTH+kMfAqMHguX9Sz50eLogPjHAFYuyzTnVNy/5S81DWxjDFo09PKbbTe4IDpjOAte4NEWBY4ZFg4sEAETSQ/cPtOVeDYcUwaSYnS8LadWnNFg35W7TJ4gufrLTcZPUTdxSZV/p4re8zmj6q65QEg2fX3Px5jRLF4KXWdQqQGI3N9LHyLHzhr1V+tPfiAyMo16la/6MGVscl4aLopUVdOLtXdt3m9tKN+bQWl0O6hA5XVstwey8JGoPGzZzQw1osGtZDwdYhki8uQsXIdSrHaODcWy+mR/JdeDmf38Cgc+vG5c6T4J+FmzgtGTfPASdqcU4zFmfN12zRWLVbeM6GVqx5qPjXZp2yMT4iaDQ6DWU5LbF7k9oLwiss3ChRgbRvyOA2UW5OIValjW7rG2Ca3+F2eDOCRkIG/fVSURNJ40osSN88yL4ZPzXeX2/y8mcNbsrOkxmQzKTQEjE9Ok0yMH1YG+vEhWfMn/OBv2ZrhCGUaTgDRoNhmP3MKCS1Sb2Wka+0meYE4A8R06NCPOQr8sTXsgSDn4HpsQoGZCPhBtpAmW97W9xcOGs2Py6XrLHUGhoUiwZFVOTO2qKR/KPXEyN8VkSGRANNwzW3xaKEaeWZMZ+SoDEbi4aMK2mEkgA2PbbMm914VmHXVX22QqaC+bM79P5bTisQUpDnVKgEQDO3tUmQLRrKxYU4BXMyJUaTVVCn3mviOtUlfVIaxvWB3ew2RYDURPGBscxrvt8LRHvQEHErjAXgw0clEQSReeq5EiLOAaCPa5OtJqyM+XMVdOKShCie0pqUd+fkfhE+t24mcn8qjG4VGFNGKYVbAvDx4Yz1AyNccowGWt9sKAZj5AYiCsatWhYaqqBB2dKT95to6jknr1jrOyTWD2kjn9/vlkvv+jgYg+Bp+4xlPC88ga51DzKls2mrzjc1hDQfGoDTx0tX30QzdKvQCxscK88LThWhN7clKT7LNSfzHxNK+mB5Lv10hJHBvInmPT5ETPPavpPHLfFZ6wOn8xvr+omVnLNFY5RCXDTvHx4uxaJBRnlGgneBVtnGImj4YSYN80rA8nDNFqS0tqFPJL8NpM4Ao1g0VhDCUyiuhwLTZ6opfzNdjJL2N+NxqygEWhxWaEPeg+Fz69IKJNqVKoOr88F1j5hPKB4Hn9elsR5FZDfVSLUGBtDWgyLOHgBqPhjgU6r5A6AmWrH0hgHMsUt7rt28yzyfzLfmvRKuEqMBJVTlMX8L6vl3uBnejKARLq2E70rOgmSPzApvtCN9Gs3ilafOojHNsbjP2OCs5XStrlOZcE9PXHzoSWkPcwOpWTm82aVF4zTNLK0SEG0CzoUxliA/iukdelgd16mRUMPKosHFoqTHOmJ69PeOgvK19v9huroFiICsVYlo+m9iNDgxfNMZjTazsWiIJof6Ne3M+xPj9HBFnLPPumZSiAuilmDwSfGzup3R7xNtbDgD02P9Jve1fC8ssffpjwyaYsd48skQGRHAKblOlQBczQxD7assBHeZvJC0YqOsU61yj8EnxsOSGXFviygr4yhGY7T/eAJ+8XBus07ptdf4gYD5dG2+g1a0louFS5D79KQE/SkzHk/OGhHw8JA2bSNsJgm+Mh8E/OrhjPghgi7JojHlQMuhwCB6BWoZ2q0gbA9izjolzMj0xNB8X2HIsqBEXINLdYzVL5Zzo2HdjIPK40/yE5V+LKMfkeJDqvUCTdYpuTb6Xibguw/n0p5c0wzdqrJONe1aMP2kYoJVMLWZ/5pXLXo/mHGu0TifImbrZshICjWJ0diwwGKOVRAkapQRmg5+93BGPGUhQFuwbUIAg1MucUZwYjQ8hcPpdC3CIRH7+JDNOhTBT9FYYbrzfbGq2O+fHzfwRI7RCE/1W/dqqfDCLc5nidGo6asBVNfhjebWmArR0qUKR51LYwZbO8q6hxMDWKLJRMWlsF7zGXNvfeOlt3LIt+qYquRC2/Ihei6+CYsGv8J/rxzejKAxnX0cTUBxp4IwnjdUXwbQPEvZH7WmlpXrKRhcH0am5P4xPbVnTjQgHx/ORks3Y3pMzARdE0MjyFOnQt1071HMV7FobLpOyZwQlocr5swoVR6MVdteh4np0i5C1p+nM4PLfElKlJE7RR7fL5cnwLVCccofH4FwoTZ9e3aTo/xMeKpaY6akBWxcPDYOc4N0A+Pj6YK4cGH0xbpSvu0Uc3pbzhYNvSZm+pgbTB9CHApfzXsRmD+3FdhdgkkpmL5hIJCZwqz1al47WWJULRrzIxeNtmbK5NsoIsUDqb61xjKelOYUwgzmvqwbxiniw3ztCZZdJ3/Lqfvp5dYCCfzmwTEzdu+mb/j44ZLcjzKjnua+PhOXZCHjQJgfa8anmAUNV9gE8KuPT6WNWkej3W9MwK8fHoGHNbtO9VmnjhRtbF2nLGeRfqR002qvZivVlBma+TM3mfBW1Lix6jpVuU5Zk+/mc4mx6tx+jEVRstY0zyCnDlZjvcRk0UgdocRosKpjBGRcr3EyV8boNx8fy9hLXSGxgHOtS5BckJQm3Oy1xlAp56VYNFDcFJtlasbU0pKmDxE6nYxVAuFhrUK5fj/vP6Z09hqLBpSiaYnF8jECYuCXpzM4u06FixEY1XwlF7T0PYLnQ8N8aw5YBLi0Jh9Pl5INTzP3Rxjz9HAdb9KApL8vcUY4ZysQSbwQYfqcGHrN0JV1zxay4pEgwx4IPwCAiTF9rjhS2uNJsv71DHggdNdkXzyuM8i434qlTQSN4hKsNqKkt9X7MjyspQihXEtKi/o+MUBzVHg7/zzFdAaVBRGn2MQglrVegTmsANU932STe4efHbwZQSOcDTObf7XIMF3skTUghLa/Tto/eARcfYlL/wQsy3XoOvXLh3PjlbUiMSrMQFh71yn5Jk0MbZtNsBnnOAFlHuX8XCGsSISQKZnG58+xEmlSGnbDySVvlnRtulSLwq5pVA1ZNOUeRIWYEqOCdt3ECrFwKiqmfICb+iAxMYLTE1q/6ZMWNGq/VtvaatoBTIxfnM7gBZgeuWPyiJMVi6ckKBZXNK9BoEG+mqkbge4vCRrjZ+VTTqdrEnwyV8hADiaMbRpDEmKkfOlZx2ggJSjIUAsAUq1Cv5GogHP9kdYlphLDZq4fVnycL+1zul2TRWsL7NHlCfjNw+c6vjyGQJKSsWXqfvnhqTlrtGamW1tqTuJexE0/mFRCgHJ+U7u/engqQ9CuU1pi5sD47ekTlg/XlN1NBA0TW0tmH2nrRRMMnpmaplCdA9rnO/lbJ0FT1j+5doTOdWoSYUYxPb+an2p6WyjLkcPYRmEmHctiYTwhdTTqHgShc52Sb621Fbhp77/58GPbeZPeNiTXMaB3nQKaWKAyKP0Nxf2Ls/WQB75D5v0QukKhW0CcYicelmuzCUgEpDnNY3yICE9J0LBKp7DE8pwVNmSdAeA3p8/J4gnlTqSGWhQdoY3FufDkC9t5D2jr3S9O54Tnsw5q2nGdYjUGMt+VhI3kPnvhKcWYWYvGZ24C5Ks2CsmFiAaKAup5C6YktGmvAEK2NkyEha6u69QI1hjwtM6N9agEg6/VeijXxarIhGYOgbxPlhVRWasFT8g5ke+eJnF7qmMNp1XxNulnyEpU/R3iTjk7lcFvNKi+wzcEb0bQmC6KwDsHuFo0CB3n4YHWFG5pmBuEGjq3i2VaqzuF0nAAwHfLuXl/5YDpnJhXWlGYA+suZJkhe3oL46YsGuWeaJ0iF2ZeXKe+ezgjnFvEbgUsrdULlBiQcLXm4m0mRt4fFSyy1Y4/TpdhMCXm7DqlFHq6qjiYwUvMJt7cLCFZHVR7njzqjRkT47vljDihIlljEZly8HpYOVvaWs2TCKVdwT5UJuyIK+usBZ2N55dpdTVmiaAYwrusfdwGApgI07kymjDCt8RokKyTmuvi3rLEWhhMj1nv8Xx9XlY8zEZL68DWUdbzqzXnHIDfLI+tNp0qk9x2APxyOedPzulVIyozkYVd7TpVtH4TgNlxK8zwm9Pn0gZYuYIZBva3y2csp2u1aMDJjrUDqbbGcUpfGJdYz/z0yI2bl2gptWXUK9j3i/lJWTT6cVf3P85t9kw90Lcd1iwcMrqsU8lahq4/XUvnT+T5b4Q0YiAn9ii4MnBK+QxUBlY/n/evTkYhlr8yBCOAe8JPcmPsF6gwg81FeSkpEk5TlfhKEoTA1RIs+1BZNOR8TFMslg8PpL1fLU+gHHQermgEoiIr2OXNeG50Bqyl5hfLuaTIboajEeLG1tfaevsNdM00UQ1yfqyFOwuukJ5zsoxOibkBNCdBQ+PlCCquU82YuM86JZZX0QOc16mzHklsjbYeSlximQdTHwOc00xrkssOzuOsKDN7YV7WDi9Nc+wsVRKLYbNOlT15G9r6aaDQ9Ff075XDmxE0SoyG8aXVB5QiKQJkufPb+rNZR0TzUwlI0nB8WK7J5cQCA78+PbYIBAHTY0wE/gqEtX6IZpqqybS3CIyDwdVwNULNh58pmcanJ+XrS0LkHOKnPilcuEU48j32gJg/xXXKO0YloJuToIHiQ6z6z1onidGQGAnNJBEjEVmN/ClnNBJaoARKTTw9X3KaGL8+PYIXxvzEzbYRLfGsYjTmJzYE0zSomW1k7bFWsG3gmPlz3BZI8r0PyzUJCsgB7qKpniSVZH3ldLqWCuzShqQXnZ4Y4VoZtfIIi5veoGZLhnAypnug+GOzOZPL6YoPUzGTbXykGgz1rjj9s6nPPzhVbfbIlUia/tWpFUrCys2ZZrFoBML8ec1DTgGZNNVMbs1naEbXlPQorify3PIJ3z1cEC4MjiG7JaSxrZ55NjMv0p0wJtqiMQT97TnGS5iR6XFNrlPSLkwwOFeLnGZ8fjk9wRZJlSGPaxfVZ5L1oM06JcHgzfNzxf/V9Uh9k5n/sgcEl4TW6BAlHXpObztiNvX0i/tIE7fgZf4rL/uf77U9go+nSxHKrZsn8pzQKSYlVmzpozCgZZ4MIwr13K/mx6TZRhujJMKSxqN62BeeEC5cXKDqi6YvAn69PEJU34HahBzlOQOlTU3r87Ny6RKTVWWNLX4ogkbZbLWpIBaNJ9Op4f00nZum2D8P5NpBsdIXNjyEA8yEyzql1P3qmk7SgIwDJBi8ND+ZcTLwsFya9LbJeKpjFfOczGt5Tq4til5KH8ktvKWBkg0uFOKrP4h29/s7fJvwZgSN6ax8ox3s3OR814y6fmaE1Z1CUwIar185pBSXyOoIYpy0RUO/x0mrKoeROPn2zo9rYrCz2w+h19JsGViKRhwozPaU/f61P3ejgeLU6K+WR0yPV9Oe00l+R/oK1zT/xR3Dcr9OIySI1vJ4zLW4Wm7ml9NT0tBkU7Be37DEHKNR2xDCIaZzzFyC7IFEjJeT49PsgTBEGUmGiZMryMyYH6PK4lVfOc3XWkfjSWmdnP3V4GLRMB2E+XP7DSIQWPgwX/t5jtm8bYIGPyzXLkajuk5xiRsCei0bInrhjFDOw7SsSfPf3Pc388OiBQ3032UZSsPAtFmn2jFxYPzB3LrNsAiZDvPzm6X1faQIzI+KAZqS1YyFGVcWjaThbPuX+5rRLeeSuHP/+RPzj/jF6YxwzfzwPT4ILIqYY4+n9UznaJL0to9rTbmNzFSIp2U+A1pQlmn/1fRYMgmR7IcB2GrjBcy4JY2mzTolmem0RcOTPZmA/8/y+/yH6kYUO8gMXRZAmv1mh28YzxVJq1vaY1QB3OCAgodlj+9mnbLMW8rq9TD1ZxwTJ397SkL+dO7HTpwtno4Wu3xPxnF/YvmUGE6gsdTKONoYjVpcsYvR0GCSp/xqeSxCaaMkZB9/dqBoJUkRgsgpG9IZiNzGRCRlTYtLNK6nkKzSuwkMct/T3LpOJct9jdHwrFNuXRlOgu7lmrOrQe9LCQaP9pWCs1KMhhoaC25v+Qn7XcTi9tQO6GG5tPuLgGWuyWOkzQtPoBVYTPFTqdnyLmj8POHNCBpkvSwKAtfIkIrmaoSzWvN8uejUeTANsMPoUcqYNJ3bdwUh/3r+3JznyAHhaS2uU2Htkbke414ebkFInd+/Rqj5VSbgN6dHBC1oEIZaPKAiqXDxsk4NXyv3R65TZWwZMX0XzhlptfMrZn+Kdf21pk6yTtEcM5EV7jnn9g99MK3LjKm/Q4jJFWRmhCcvRoNxmpP2h2IScIJZw+YNg3wnx7d1BOHztX6TasMK0A+TidHgTFCmPvD8Yb6iqUwNyQ4GTOdYNdiGjxeLW8NQGQZsWdbiC26nwF57WK7JkmXvOQd3Mxha9rqpDP4n5h9VOk7Vh3W1IeC3y6fk/pEZV4o19iZZzGLWHAPhqZ4fDsn6WJgsg4qKsJPlc8lK02jvCfiD6Qf88vSUXD8idQIemz1UNbz5Gaiq3WZNtph+sWiEPKbpaW0sGBE6sw9VYaY0kH6k8yu+4NuIIe2jek7LN5JiEDnjSilLwPk/7V4p3RhmS1s1/9v598mtr3xCnZiVUzC8uCDZjIEa19vvWrPQLZ1S5CbFuP42V0PvzRHV82sF7++WcxXK1bdS4FTUDUlLHS7cuU6BE8NYCgp6cTPZRe6X0yOWHHQeLhvraBRLkQl6eO4WyDTo1/MjdIYu627kQj0q7nUguXaGS4+v589X1ypMnFxgQejo92gMTL5FI3JIhTfNtwwVm9Ikp1S21v221LcxvANYWZLEgqae+TBfS4yGKMhq8c86tmVeOzQrVnHK3wokHD0pGliUhyLAHKRjrw2IX9+/1w5vRtCYLuwiaF0ZnBTy1+At5OF0z+rlawyNtoAJ+DBdMT0qAqHg1/NjEz+xIiA8XZNSIls0GnOwIFR7iEuf3DAOyaLBDfNamBId9MapvV/Nj6CztWj4E1F8iwl+etsNEMQkDMSe/+uHcEGXHjJ/xzTHxGN0MRooCDHMEZMmMlnQ6OZEges2lYn3L6enFOT7FJt35Z3TlBA1rcD0VDkz9ysP9DuC8HipFpWNti0TIvdmid1Q8yo1S/RzIrgkRrM+3Ljp5f+GexO58GIuxjWJKrxknVJyICei+HG65PZcbmw3aHaYtjIAv51+7K4XQcwwhL+erUWDm3UNWdDgANCjETSm2MSPafjN9Cm1Z2+b+fvt9Am/XJ7SHudt4aC8Zj5d+NxWNzFuR9eHmfO80NOlMtCcFQVNatOajlQL8N+Fp+zvvq0YqZ078mRoXZeS2xY3Fo2m+ra0MWJ4CPhv5h+6yzXoNlQNcWAg7OMpYcJitmikeICKN9x31GUmDEzIPiQff8Z38xkfpt5CS4FLIpBlWdM+NDQFSBYNUlmxOnelDL+ZPifrB9DGDXBd87I1NV3kCeHafz87gk1ys+NNuiCZHz3Q9Fc06MSZtl5apQQTEJ7WEgyeUE1teJpimkN9fqn9aYc4hegKJqLoaZUE25mYmAnrGpp6Mel6+i6xHkq8X3OctRUuz4conDS0rlNZ8HTowsnE+TGlax5pCSuw5KxT8qwIIN8C0/wOt8ObETQ2NSwCgnhulbSPvKAYstIXAafpiunsIG5OLgVNIBgT6Cm7Tulg8EANUtp2napa6pKubnC6SzB4Jsq/nJ6Ac8Ichek7YNGga2wJSVSEB4ZxyyDI34NU2TtraDgzKgMf52lKDGu4WstBSllJzJimmLRZ6r2Hae3HdeC0hMD41fQITIxwrsymtqQsU/J5psgI59hb1eRXR0iYB0TeA3o8Jt0JkdAZXIiTm5YlPB/nS2bq6rU1u7jRxbFoKK0zGI3gDNS1J04F+Gx+9xE8TFc8hOcFg49fAn4bPuXxoQo7cMZG6ZwC9SxQTAyKuAqGiRFysCSdL9XLJiDvPX8Yv82Chg74k/S2WjH/6/CIX0xnhCtXi8Ymo94yRsk6WBUDjsdifVwJClLgtHz346W4BJXnIzdCSaPJzF3+IkiMRvq7KYRpcKaXwpSZurO/asVRxrVJGWHGR/X5pk21B4r1005KGXBtyJ12I8BZAUzOhX7miBeQfMCegPPdfK5nRTHAlAVdpoSTwsWR4Djhh1IE1kmQIdbKX4fP+CAWjYEHgYxZX1+Z+ufdb2V8Nz01BWnF3ai0vzFxTSp2M2ViVYnczmd47C0aQhenKYIoKzHVfXcIeQ/O09oIGsRZ6DZ4Vo/PW1/i5Oq7rqFzC+YYqoXSGwfQFSUmztkbm5gl7pQWxMCireq5kUZIkWtz4m208CZ7P4DbRDYytveCfT9LeDOCBl25JZKZFmsNVSFMg+JJ8eB0NedbHaaY7NvNvVNYu0xOwoD/MgsaXN4PoPOlBjIPkIn2I970GsntBMNQkj3wOevUL6enpLWU92nDBMrqmZWL1rYy3NT+dOCQzy3EogGAYHmQpI1TrlOl3cz4ICZBYzpXIssEfNCpUxXD78UY1AcJ0xTTus0RU3Zzs7AEsWi0wkhtx/9OYeqO1NEAAHo6H3J5/ThdOtcPcE1BKGbzZIG7NJWpiVMOeiYgnFvXGV0wr9TRcK2Kaf+fprX46peh5PNTebr0/nfzObncQO6P54QBdx2Gz1Ni3vtx+rP5m+lTcbNiSh1qF6lpXpOLShY0aoN574kSJDMjYvX57fSpTfLg+YAQ8KvwiF8tj8lViCkHWqJTQACGcTeMxtHMOQWM8EDnS8OQ26xpGt/qMXwXhHnckHBsv+hRR1FsMEpq3dIfodHKk/gHNkK+QnsE/DZoZ/p8WVtkojDsrQAzEjYEUoxGbW/IFKpvVeZq/7kRcDrfH6dLN7dEXAT/h+XaKeNSxW9ONGpAE3U/v5o+F2utKHbM9LqfETm4Fo3yYBYkOO91sf7YvTRK9NDS4xbPUbG2pDHYUdDTZYg75lwYMxxxncqwTBHhHDvaxoEwwa8MngbSt5Vq2VCnRJPfdDxfk9WJzL8MH6Y2RqPgBNP35NRy+uDEAD1M13ZuWGXEchRmN+7snw74Ff575fBmBI0QD6xG0RoeW7mCgBxztsck29zqTMBDuIIuPbNJzPhA597F4XItGjYafNMRK0MdhOGVtXkbLS3+bnoCrkdUT7mv3BBdU5DwrYjkkKDBwEIrOuqeiUgI2aIhU6xcwuSVaYqgKzdMhjUFHwUixge6gAKDLms3n0BtmyI3a+9+r3n3FtcpKKbW9S7K104hEYk2uJIHBOUy9KWny4o9g0vHJ6m/H+ZrcZ3yX66/nqY1rbv32C1asbwPVkPUfxXO/noYwZIpa+T1I2ZdQ2CESSqDGdcp4qG19TvVblNHw4znO7riu3DO1oPxp26CYt4Py2Ra0ACAy7VNb2utD1aYyR19oAtAvkVyCJpRTdJZc7txhc1due5JAyE1MbVrGbeFWkeE8tg3Bu9tI2X5SXhqwMizwgtW+7vTh8DH6ZIykWXQleCl3yVE0Mq1XdX+FCIoOG6DyEId6jqecj+Do5lfctZq9dfGwnfhySgejlt4GzDdSYY0WxwxCRrOO5xiGwnwxz6AOcT2vOf5a2I0DvMfNelBvZYmpwj1ZO4JaAVm3g8PoRcWPHpTUtMqOE3Xbm+cwtoJkEl4RWd1lXjMd9epnye8GUGDrnyIbxzyOLzzwF67bBjJ/PscVtDFR5YfjE/FygG4KuLHvoLr0BCFSPKYedXjZUqEhK8tBRnOV5O+kVuEc4Qb0vO9g30Wug7TQ04hadX0eIrmKzcbiBEMsTht2PIFoXoZOQIxPoQkaOCqOZ36zCxSFwO4xk3B0N66RdDgy+UQ17ioydEBiZ61arFERjEadI1lvCVLUwZb68DbAjO1mW0oDcL9hFO4YjHuIBqOWH2GqW4J+NDkZR0XXwPVc1o06hG9oJEDhlkJfyJojBiVX1C22FgZmlqG/RchJoVFrgPk1vuwyoNGc9rn62/AmcpoGRoAfL12Y60WzPRDFxaTPXDytBCD5Yta5boBRYOr2mssDyPBDXVvfmf2kM10tDfW8TeQ6n88jnuBjfD0EK6+UE5cMhNNIbu3eucyxM61q+800YcSo2H29PDzMv7oXFs9oLRX5NOO4MKthCh1b3Jy3/LO4drPm7Q5hYS7h/ElTV9UlDlh7em9N7d76W0BJIvG2s6FF1PYAaHbn5IWuyJxGRvVZ1lljlN9noKZJ8q8zdVRfsT9Qovv8PMCm0zyZwsj7X/zzC3ChMEMw6DoTgPZvjcRg1aVE1TBB7r071+v2Q2FO+Q9tL5vEHFhFKJ9pvg3V6L4IVxusmjUtvjQ/NuxDmM0QA2xdhmVDFO2aHT9C+ObEScZIjuH+xBhyBaNUNZ1cZ9JilAGxf088B2MmF4LB9dqtkQij2PSWWwyeGkyV6nXEuPm+Kvrl+rGELCR22La3PXGQnFo0bDfcSswAQ+e0Aon9zuyRt72eZV6GUAIOSkAAYg1va0weiNB48OB70sKAErCbfQZxZvgVkUKK5cuR9CwAo5kqNKw0LW4aNzLcFvhC0gCX1M0bqcN2/UHmvwHS6f5PeKqsmN0CFfc/5o+dF9bQp4DnYJjR1Gx0NozrVnmojy+U1ixRgZZYpEVI0c8tj7QtSYG8FJZ2zHrNgfotrOohosgkra9g9PX0UJFFygmrX8z7rNR1iiuucQmDc6v9/2F1ligPhjca6dRkollys4dK7qe37FFB2Xu9act1Kcw7gQY+LRxCT0NnkPs6G7jTmkE4m/BBQjAjWbfrwCvaSwDeDsWjYEWvQl20lqmL7B2fYG6HGyVz21zmzMDrf5eEcCx1ZK7VWEPQpObvx1WD5RdlDg2144AMQ8JyUtAMZ871FBXKu/HJa8x2gq8rXb9kIZIwSTFiFa/YF4ZUwTgaLe24CaLxsG2J4xz5HeEpxwS5+E1Hib4HsxHU/dyEo4OpbYcwF7hvtMNvvALXftUlJohgQqCdzSk4/MmiEFd9hgRyNmUv9tnRj7mFt88B5gArGvzLSXZww6Cmqz/5g7ctcdEELHLvtHvkgWNsTaerPx7CEYKFG9cXd83ZypJe8PNkkfVipBiRcYM85EaK6XgJ4xixyJB8w0rb2TGs2M5pOe/HVKMZj8ItoogPZbs/nOLq2ZIrg19P4OP2psXzzVXrnW4YkcJNDvCwi4McI5cu0UIe4efL7wZQWOP0f0S6OvIYQoUN4Sg8aC3mr7pEN/CQCO6SPKnhokGwo+ijdvzhW4eRikc94CIEzEkDF3EGv/UL5llY4NIboEwhr52baPNrbSSItRu9NsVxNuAWwoX3gzENyFGK/AkS1W9FlruWz2Y916+Zj9pKEiZmLAJKQC8WZo75ufZGNDDDQeGsbWntmrpbA34FuZ11E7Y2AVe/M5e5tkmBkp3/xN6kQgzmhhguOt1lJ4E2nZ/ig5TXEDjwdEzZHD9UfDaO7o3Ig8F5XJ1j7dQ7wdHMNmrl7EJ3CpRjyZQAe5XhHt4emiJ8ejb62Mh3uELw5txnfop4JZDf0Ojhx7bUdjeDWwQx7tm4h1ePfwUpuX3NI378BOa/I+grfAV8+B8yZ4mirjwjhvYS8O3uP0HfPEReKeDbwhu9HD44vCaxjKAt2PR+JLwhfwMJZ1ug8NuKNh0D9RMWv59KtGLz+ikKXj2fOvLyqF3/7pjWEfAEpRvwD2ywJ67EJDiX/b8xY+m1+1ftO0cfNwZT5sl6oA2NMMhy+VLLOq9c1TGsPP3wfea733mkKLE4jhAjPtwE2e3lS/krtpAF9S2/Xi8BZk/d72Bu77fTYxmhr1pFfpS0JhsXmhhjyyHemblAwHmo4yRQ6vKT4/wX0SoeY2C0Ssc0ju8DLwdQSPUINyjsGZsKe+sQhBHoJGcBCyjJQYlex63N9qgK3J/b7q61+x5I4IRH2RbDbmDaUdjJu94DMnet7AEf6cHu8KHe30a0MzXoXks67i/FsxU661sbZayEZxnuO69W6HsuQlAGAfTb73rwq6zMGp0qb11cLPqTEESYL4l1KygcdsHMFtEda+xNXKaempy/lHPvy1YeESIS+M6vq4r2sDUkZC0mkPgBf7eBLabW3QBL8CHSbYzr61V9shBPDxq/8g4o/WJ8bf382XKW6hwg4e9w3bbGW7OjxRry5diwbf5AqdnolHsiJvaFv64a1/k/izoWiZubSvBIeWF9nYXIzNQnonwLAUB9fRtosM798NhHOKAFyPRtp0P1E/JzNs9Yty+3uHnC++uUxqcPe/hjBokTAjCYKmXmRJBvMZpX2vGYchMJUaqNp2qliqNM/nBoc+G8k35T1LEMPjUlqZQxtjxOZYBdYSWPQFIM4WWUESEhjFJVYvtGPy54qm3hth+gZ6w1Nz2rTa9SeNKtM+EBCq8Z1NB9YBloRsrU9oqDHBIe8W3BqT5s8T/wvNdxK4wtnvCKFQK2COGhY0q4TFXh48gXxu+00EURUCsZ1e/IdpQnSEl7e0+a9LKAVczbxyqkNCm2PT3m8f8aqsNM+HCxplHGDykeA4O6dpqzyBTIei7sUc769J8uv0Mkn013rcdQyRC9cDaEPM56ALX83l/AbmmHY4+g1IZefA59/JIUkSRuc7nrgJIFAiOkkaulOKMWhBjo1gRHYjpbpg1MV+u9SXGSpqiwOjWql6ggpvc7ty+dWdJAVHPlVb+NSmNCWjK0zhCRKJrfQ0PKS4KKAt+GYb6fvnlCMrUZMJJk0wMnDHl++M27qILGddxbOdndHga2fOl+AuVNaEIpVz3iy3u+apB8WSvAl7TWAbwZiwaN7l7FEQWmoOWNJo+s5peUxpSzXzkM3XLoSVOSDXG0B7Al3BdMuClsGvyzQeqgsY0JUbCEpN5rrXwdNBjuaYY9pCIRalInu+13jDcmLBXroWJVoWgiIEzT31hQ0tk7HxlQlO4fPlcZ17LOLw5L8JNkGa3LV96XAG91YEFEQd3v4w0V5Yh4IDybZZJ87SAxMCFp97aQe0zo+8R7R+rudZMbdQaQc0seeeiPMfVSqLpUr5/4QnXGNqBqf27l3XlGmuF5lXmO++pJmFtHq/rOpTn87wai55Z15IdZjqIcjODWNY7Es5wBERODHHzHreCtygrnmVtMAJBtxXk227pQykOCAlHlP2r1k7Xc5GaH2WfSX9ev4bJBo7RAc54/II2QxhP9d2uPsMdFbtdcPZsY1FQeFQYZfu8beISJ18BxMfmRmqeUO5/hSMoZPyRBmcYclOHoS/Y15+JinPVs/msSQa3NYY+9kR906MVzO1zef7suYjCSLKzrp4BJQsOHG7fBuW84phF48JZN7zVj8MIX3lCk52bzLrIqxs0bgSuVaLBw/29FaHP5vgNMMzvcB+8HUEjbGsCVqbuPBXtQSFybRsdMlRZO5JFIzGc7uEVhhIEBEfbnpHqulYmd0XITHp+hO5AbAMQwiAMkSaqTABPmXHMyInNd9E8J7chT81Y3s9MyqwsPQfGn9oNkGIfnZuLaLnUOiEqAmD6kMq4AIrm2SJdYWi0ybkhntKoYuiTljIR4hAiMLCWaO0NTz5DvKW5Gq17YgjSWONMwDS503s2xFksRI9xaZjpIgDsrNEqmtSB6xRQ52vTeqTWJYJKlXDv/Fw5MRlrrEz1aK36wShtqGJ2pXhZYprqs9LWRVxGDHO3gnCOxjhsNaHSnrcmuj2uc3XhUIQ1ZuCRF1cou0DOZv02+bA1W22O6DiCZe5NPyL8Dud2mjo3oFG/ZT/kdsnm5s/tlPgr3WWkct5HwpPHtLnFTUfbhIEL1/0AoFcW5b1GkDPJ3f7v3MDkbKt1TuNQ86oUXaUrxbiVMWTrcpvVLO9/ZbkoFuA9XEutgNd8ezlXeR+YVNQjjTwxgCnTDDnfwcGLjmKAolyv11YOpXjgJYasZOo3GRPwxGMLAckcTdSdZ7FopLFP+WGUsYf8dxwhpxEoJt+798iLez+qfabpguc2ajNcAQkHXGOinyRWjS2BdgMS+ou7+HUEjTdCxktFgfRew+9nC2/HdUoIwbFHAVRfVDkIK0JbXRZKQw802qQVAZc4VQbYkeprIwRSFZdFCycWjeo6FQriZSJQUSeT3+4OyKNFAEBW4jBXTRlnrY/wptPUfQ8xA4sqTEeV0AkDyiELcgxgrowuZ6KxZe1hJMZSLBpnnpubZ54agSLlRDfEg1LF5MI7i+Z0PhD8HPM3qnFK8i8O9V1hHmImhnvWJybKhOuqL2YmZ0YgxoGSdG2bsldmAKEnwpQF2KIlVrefeMZitbje2PNZarawrDOlP/T6FyaJUc8TyWGpDGfTFgCe+zkU94iVKQkaTOlM2kmejHuCWeKYia/sqcjZhS3PyZlDdZspgkwQ76BmrCsHXKxFYwrFGpHOVXJforDDrOt2ob4hEh7jUlzyynMAVpZaKGlurtqdhAOwZleQAzyRtkjVi+nHCpnrer2ep/RtGje0/thO55y+68xTPi9mApCtOg0Ort8iOg2Z594dhXVT+eL422WvFouGfV/Ne1vd+waki9Z1Ssa0VaeC83+J8a20hqniZSblCmiOwzWGXqWY+5c18pQterxlrEG5K+k9xklRkb5HfYvGC0BK+3wgTqnMkaG1SYmTGegY8Mincn/NCiZhXn80gjnpfZnbjlNItFdPDROonBlDR7QCTlvWt+iX2isyEKuwFMt8eYectLeZLkxh0FfBs+17kTMvEvP8ZMsLB0d4LkPc39NkPssFs+9k7mWvFosyepr9akGEztcCr2ksA3g7Fo1JMRLdzda/VQ7ZyiEdaqrPiDYlv9YwzqSQ/IUnXNasvWwIqDLnZ4bJU6uJKwuvOjaBsnsCQ0yftMFMbc7H6FlBwkExgAGIGcFSdntqGBIG+GGphMuMibPrlWiCeJkq0z7B/X6gWhWQmUIpYK3N5cTAI5+yAJjfQ3WzSg+h0bQm60i6HhflMkO1zfps8m2lqDQvzLWCLLV4PUYqLnbd+ui2hYGd67P6mTNPRVN6FJipuNrFmVLcjCZomUmvDEH7/qf11Lh9eQTIaoqL1SdmIuxv50Js0xlUxFrPnSLIKwfwzKVNbxyPcUlnjNBYlUjtX/uuEO/IlN69pr8TAY+FeX3SVp883qtRPEh/F57xtM5lPgCAPa0tA5jnel1+kB+7cMkCdBo44RM/FCZDt/Go3eyiMJZKIBEt92AvHdNkKgHag/xtXlyNxjU6kFdiTC5IgkaKMckP5nZWcX9RWn7BScMYHva/Sc5ZV9Bw0MYjC85KDxQcpr+Z89gc5rlYie0eFGGp0T7LIM2YZZmLpVkVEST0lvqIjKvqeRB8KThS49W2s/ZnseqCwFnhxYGS8Bdidw7E4iaKfhHUeaKikBHFXKkE3wk7qa2Cw7XFlykpYLL167oGPInwXcZbz/2P8WGswOLMaM+kXEyTRbi46WbBLoW6yR6odDGqa9q9z1Us5j4DxokIPsWHdh0UUN5rZ40TpFmiavkEqptbhqJUuap9ZwT75KrcW76GQeY7KKMuWV0/YlECclGAFEs4kL0Qttt9h28T7hY0/q//6//C3/t7fw//0//0P+H/+X/+HwDAv/pX/wr/x//xf7zY4F4SPKZPg01px5QQ6qRMxBeeqnsFNPKnWuGb5dkZ5zVplIUgNtoVrgevCEHNgBNS4bX6kUcOxXQrbe5WBhe8u/GMRiaizYNobjLTynMuIDbPNTuJhtMCiOtOg8BQmYL8dxI0Up8c2N+FZqmuUTOFU/PcJWtEq0UjEwqD+OXPxkVnosrQu4y1EjSmyqRU1ykjVGVCNYeYiWT/abp/niuTWH2xCY+8pDYMDIN5M3GOmamMCzJT2z5GzK3rFNfxfF5Pvc+zYy2zXikrQtIeh1Dvqf0uLnVJGa+E1NGelDFN2bJmn+fE9D/FGdfVMPSZIPPkx7ikOUhjEosGU2L+ylln4JFnSDFNYS6e1jm5+Oj4pbz/Hq/GODxrt5e0LsQA5tbKFDWhVc9TZtzmcvgJP8aH9rxL/wipmCYlZceVp2J5ECFQtLNblkNh/hrhr1GKtC4zpLX6mSnTFr4V1RrrAgOI2XpnLRq5nQtPmEMs+2rNSgK2YzV7SYTqe2oZie/4I0vsXb6umPoo6mAgC0n+3HpWFnmXOcU+CG0auegX1xnmaqnL+4aV221Eco1RhkKAgac49wqgejuNE0Z5pB6QJBOyh6rwV8dHkVvXH9kjsZ7h9Byyu6jpxq4ftxYFoZcFtwK4rBMeeW6HLN5uRPg+fvT3tIwjK9C6vjNeSNYX7a2gLP2oNKB5v1MuyOZpLzcu2aIA4mVTEEnKx3mfj8kQ1L64rFOxbBInodNdb6dvOx7frZJavLTRngivYBQFXqHZ7/CzhLsEjX/7b/8t/sJf+Av49//+3+Nf/It/gR9++AEA8L/9b/8b/sE/+AcvOsCXghIjMDjEOquR/HLhCZMiABeeME2V0IovJy9i0UARCs484ekyQ9xIOuSRiVnMFg3NQAgivPAMvoSCPC88pcBz+Q7yP6czw8uHDRiNgoy5Zi2KU87okwmDKMExT4kBVGZ2YiA+LEjpBo22hLMWTFyUGIinxAgFYiD4WkZZEzDAETjHCeGSCMiTNtEz8BSXhgES64eYhe38C0FmAuIpE66gPkaPQTQvxoxeEPrEDeO5rlTM20OttgydCHG2mYRQ1n5yBI30sn+5ZBYBsD5QZWrN8498agiaaLJ+XE94inOZg82UiR7hnnLSAKtxy3xRsmhwEZDbh6qWG5yFl9Oa1i4wbIKBaww4xxmXdUKYqna1JGTwGD+uP68ccFkDQo76lrOemHXgRz5Vhi4L1ldj0ZSxnHnC5/PSdjVXX27mGjvD81StpFvAJiYjAt+vHxrFB5DG+sgTFrqmcWWLRhE0QEWT2Yzbzg21SgurFEFMbU1T2pMdA88AL/MuRWmE6jwNj3HJ1qS0/oEYNNXnNBNeNN0ByoI2Fiibv13GSj3EKAIAReBTFjaLgD21zJtYz1K7G4os0+/KSXnE6n5ZV4dOsJxrTvuqXA+EqJRUkfu1JgbORdBw2i3WBI0D0XzjNYakbGGA5+SyOE9rIxgRV428xrfESejnkBnziC5Go2T2U8MTxrMRSjKjfZrXdB6vEz6tD82eIhXT+P9df+nH6CHP/5S+B1P7QIyEsCL1Lzg002s9/1HmcFJxfg5o6x2ALCzW+RH8+aNn0dCCSkw4YdroKz1L0Kj7Eiec10Q/KStDKVRlZfke1PXfi/3cld+L8KEtUjnOLaYxFQuLEkK/CSh06hX9e+Vwl6Dxd//u38U//If/EP/6X/9rnE7VR/K//+//e/y7f/fvXmxwLwnxgC9+YQLzul1i1aYlbUpIfwtfyRWRAkh+nRnJXXgubh3NgS4HOzG7EdRqw7gS4QuLFiLdW8WiEZR5ekN42gVngxbt/VyZZw5JQz5RTOlgsxVCazDihxng7CdsCJD2JaaYBA1QZmRnpSUqBNPQfyZc4oSQQxke49JkCPoUT0WrKM9r7QjnNdDBcSK8yb6wdFgggiC+pKmNaqIGAJq4amQY4JwJZZ7WSsBMwzqLFc9pT2mE3zGZCmqAdntPCJa4Tq2nRCS1q4v02whq5X3Gj9dk0WjoHLXPRSvdKkLJUyhMuSWEJcBS7VerURNNvnxLWGJ1naJ2v13jhM/rgut1auNhRKM5e6tZQVynijterK5T4Op2kdY9jeG8zkXRoJmPC8+4XIuzfO6/WlSS33/ueJkd14fWUsUMUEyWpyUPkFbC9/FD57pDivkQi8YaQ2GwVq7+5nIGdumSd5+p4j8Vf9Nsx3lqBM1yJmyHCgciJkGtE6DyPItFQ3DKhSeElYoCp3lHfgoOVfPEqIJUmWuLk4FiZRBhE0BhgFjF/WirZOdGpAY0conrXad0MDia+ZO5EloTwNVSPLWCFq1I6VrVWXla5xJfqF2qGO3apH3e4xURdOQsRKZGWBaFVGGUA4DszlNoSV6/sKK4i25BZEJYubEiJQXMVCwa6zXgUzw1Fp2SWYmA360fxwktOM1dXIT+pv3GTFjXALqmM5iUNShr3cQuFmmqKsoI23yfdZOt88z4Yf1Qx+q0QZxoX2PpLoKi4Bq1L1H36uU6IVyrS1hS8tWxusvhnRU7IPdyeyj1q+KiHjVekjE4MTHv8POAuwSN//gf/yP+x//xf+yu/8k/+SfxX//rf332oL4E8ESbmoC1IRzpl0smgKzN+J5FIyNO4kqUHnnB+Vx9j4tQAEVAOPVbajno85mZTbpUSf/CUwoyFUbfy1Z1eELqr8WvVmnOYmbUKP9ekuosM2hqCSsxsH6cS4xGum8ElUykiYH1oRIamrgybgbKmnAyk4dzuv4U22BwQb7CuEZQEkp0uypGJGatCghYs0XD+jo3xaoUkS1rGDPBV/tBiM+FZyy5zWDarIxD2pNaAE6MdurrMS6YKLoIfkTI0vqltteHvFaGsUyM6dwIaqLJ+uHygHOspvlg+xdiazPBILuzTAFx4uILXoXn6tJVzqAiprIvSh78vI+WZU2ChmUoOVkXPq8L1mvApPejvK+DsblOWvLjZqwxJCEl76kLTziFFcjCxScRNLgyF+fYWjRlLOmst65T2nUrrUso1s/OUuUy9mkM4jpFV8Lvrt8VgSL1nZQVj3FJFo2QGIlznFp//GtWVuzQ8MJD2fPIiskz+x1Qlsdl6ph/jWc0DmRpd00WttO8ZhyUvy1bNK5xSgqO3ObKiQkU/CdtWrzeBJ3KNBM3wbzAYEryu5/iQ5rvwmSiMPna+hYC98kHdJ/W+psZYo55bxDqujptlLpAjN6iMVeXv8aioWIJHtc5W4Zqe0kpYgUdZIGe81yn77tKxr/c54UnLNmiIUoWxKTwKdMnTcfqnhTzPpLEIKzGo/EFAUVZpBl7UcA8zMl6t14Dfrw+qJjKbNHIbf//Lr9ocKiOD6I8rjULGs3yx0Q/NG0vgt5MxaVyjaHsCysodxbfPH65p+NOZK9+nwUNi985TyjF5FIr+MOj/NXNrl675mQVdEH5rs6ikeePqXcls4fEKjcNqmh+adriOvcXVsIc5ax/KifKO/y84C5B47e//S3+y3/5L931P/qjP8Kf/tN/+tmD+hLQBfIpIGE+hcjlg3ThKRH6fFgKglWCRiKwYtFIB4cpMYrrVbmu2MNbGKrQMmWq3QtPSdCQzDgg8DQ1fu5aQNmSOdwUgMKDO0yFEOSEkIF4YgTE1L8NxGRg/ZDM68xtZpriejVnhjIy4pKy9wSKoDk2DIgehzCFYMIlBkxW0KDU/ud1wTxVTWsKfKtIrnOdYnGdIsSFKjGy1iFBjKJ50aENmiHSTMSqCPHsxwnoWgBxCUZDJcLAKEZDtWf2VGRKMT0MxBPA09QF7xIDn9bWRC8MxafLKWUn0VPg7V3TXtI+oggFZIiQuGgQa9cp1b4avxCoFQGn5Zrz3Pd74xoDHq8L1rXGDTBXH3VhCFzgnPLx2rpOydmmHA8hz3JmlIqFs/iN13MazypIF2ldm9gnmYvFTxBhz78IMNWiAfywPhQXozLHESlIHNkqtyZLjXZxKm4gHQPhIIzRWovwN61ljOXD1LexOg9eitke1yRXyNkwalNWVkRQY0UpvtyiwHHju6gR6iteT/9txu4ARYEke0D787fB7OkbRNDZkeMKXGKyaOisRdPIKpLPT0kFuoRqKQiEqN258rgbNzkW1ymjzGJpO/0pGm44+CLhlSSsxuw6NTkKDHFj0utCWTgS1ylaucWLqrtGKQMvGDydtYcpcaTxMuHH9VQSJBQFEqf+f3/96Fr8y3PZUi+0TgTdGCsTLPRWBAVJilIsQoBKke7TWfudtmCfrNvn1U/SoSYlnRWL1xT9EaEEXMdyjSHjumrREOWM3ic6GLwqm3rcK3M1BC3oWGVbtn5VBUgVVl0c9QqB+PX9e+1wl6Dx1//6X8ff+Tt/B//3//1/g4gQY8T/8r/8L/jbf/tv42/8jb/x0mN8EdCaH4GeybEHtGpuksvJjNOU/EMFSSfkWwUNcYl55AWxsWhQ9ouviKog8UCNplIQz1NcEM7KohEnYA61zYBhqruR5cbzuy/ZkxjFRB6XOs44E7KyCrzkgHilTSQGrh+VSdQIIRxSMLn8vT4QQClGY5pig+jdb4nZzeWcxm5jND7HU3JVEsY5BoQLV6aC4ARN5meXnvnVEJmAazXja4sGUBki+TbELGiEtVhJWq2OIrBEiCdqNLZCvT7FE07hOnDJaC9qczRnH+X1A6e1MvtK9rGuuyDw6bLgKdZAfU9zVapOK+IvhJvnkIQxalMWa+ZtEqbRCuCyd9S5+O7hnPaNfj7/eokTPl8XxItxPYtpjqOjYZZ2ZS7W61T2SbJoXFNfEclNCa3r1GU1Gv3c5lNcwE8tKk1uNlnzyGIpZMRTdf0oblaeK0VmdOesZaAr4XeXj52bnTy30BUieF9jKMHVEQS6oHyHK/jmBptAfWc8F55wmtZ2v7Pc5yxo9Gs1yvdfrHc8ZzybcLDgBSC5/cwUm+DwIILGhCqkGWGtZBHU32DPokwjtX9w/l7ZA4W50rWAslALyJ7ucVhRbpEaCtcYAakLxITqopvnv8ggzKgF5LKlLuM9nhJeLVs/a4kTrqrz/7TOaR8oxYVWAAASyyZnW7UXEz7VVl2hi5Ze/SAKDGXRLAqavH5JIdEmFfDiR64xabjjVLPgJd/+GR8m0Q4QfryeOkErPQz8v+fvGkuNgAgxcQbWharwIPdXwnRh0JWBORTXKVFgyPwJDejiPxX+FOG1eEsQF1rEep45CUayHxLzrZSf+ax/iqfeegItbLZ9AalY3/WaYzSyRUPT3fI9dh1kOby+dCpkrjjEe7e4Jmf6QTHHu4kCJOSMdu8WjZ8t3CVo/KN/9I/w5/7cn8Of+TN/Bj/88AP+/J//8/grf+Wv4C//5b+Mv/f3/t5Lj/FFgANa/2IDmvksMRocErOn/INPoRLaWJhyFaOR23iKC3DO6TAzQSx9cdJ+UcwH1GOKIqdYhAuatK7FTzhUQmYZFa1V0Ui2IYLqj0b4yJqz4jqVCUVcOGn+54BptqkNGdcPiZlamZrMXEVzNFNh3NaH9A2BOLXlMEAF8WXEeV0Dpqd0T2t+KDI+r0t2VarzG6xFI1TXreKKQEnz77lOCaycM5CsinHIQmYgxpwDE0vgfLZonLJFwy3Yh8pgxIU6IiHawZFFw6MHRQjIe3B94Kz97IWF6uIg85EYis/nBY/rUvb/yL/ZEp4Lh6SpzMHgZN/h6jpVhDqnHVbrHTngl6dzZQJEiMzPrDHg83UBLiFZs3R2mgiwOVNNitX8frxUK9k1hsxEIzNNHzCHFaIdBYCnNSsexC+eAWQ3NzqHeg0oaZMp75XCqCyhcZ2SLG1aw8u53ae4YKE1WYJW4PvLQxJKdYxE7v9ESSFCK3BZax/pLFDDfI6g7BVCy7xxWqyiTSalmCkfAkSxaKjAbcvsN1nbsvb9KS54mLJQnZ+Xc3XhgNN0LdbEC0+JWZo4F3Qc4A5QI1gCKBp9va/d9OCctPffZx9/eUQLr9ec/YoYOfHD2GJuz1/JdiZrTWJVpSrAq/mrrjNcFECSzSnpnmJ5XrTWEk9GkfF0nVOMW47t0y6KRdCAolOG6S94JQs3Fw5ZkZLHmZnH31+z64/2/Y8J97cWjTbLoqxRE7/FhHCtTLmcnyee8d18SWt3Cfh0bWM0tLLvj88fe+0/KrPLU8L/hQuiLHytlOluTNZ3OdeMbAGvNABZUVhoqAiiBrc1mmdF74hz2uyILDRVobqBQhdOycVzAGL90ufuqnBduHKxLG8Hg1dhye3HlytKW9VNrKWr1ziBIqt0u1zp57WlVe/w84G7CvadTif8s3/2z/D3//7fx//+v//v+OGHH/CX/tJfwp/9s3/2pcf3YqBTk47SsxVcIcQkJoYR2aJxjRMe5qs6nFQQaSDOrlMorlN0oeZANz7vsfZrNd9C3J/inAhHTFyxZJ2awhVrDlDfKvS0mTUof3dCOrHEaCTNFSPq4O0ZiA+MCcntaZquDZIiBq4fEjGMTE0WoGIRmVFM0NcHKlmnhKHwXMdKJrBs0Xg4p299ijM+TpnYcBI8FpUFZWUqLjGFeVKMQJPW9ESYhUlTvJMg3cqotUJqzNpI7bIFBpAFjQ/TBT+GPm1x4XGyALYu1AX3JeZrdonk5nIqIhM/xGx9eiqCScy+AZ/XpbOgAcD5POO8zg2RaQVK+Qi15ZSgkhgK7t6rljLGTBFnEepEMwYtWFJhFH+1POLTRIC4RpVnGZcYkqb1So12NQnKDJ59IlkK/kUCLgGTspKJRUMIuhR4TO5bwPk64dcfnnDVNU/yWoWndqEFJ8i6iKVwXQIWagV1VoxOaTcLhLI3woXw/flD1fzLenCKJZCsU0nQEDewfB4vKOmeddCqhRIr5NxMlpKED39Q515rXOMScl2cdFFqlmghr3Fn4zSuT+sJH6YrfqfOl7hoXWNyX+VclFGUCCU9p4QsGEZf9nqZJ/lm/8PrkEQojNVnXobMxk1J5n8KsRFsqfneXqNegsGtRcObdxEGslDDc1WYcEApOBpDVbCEaz1XYOC8TumeScUNpsZ1ikPCy/JUokM5FkFcsua6D0SwjRwQVsaPV5V1SmJEsrsVT1zc+LQLWhkOZQZe9R2u3CprOFkyP2aLBl0IP15O5b3i5sqJ5v7+6QP+5HffQyxENUYl4f94SoJDtIkjVkqWzpVL/KTs9UIXWVk0AjCHtfZhmmsSB8g8d/cZP1yTBdPuA73XnuKcFCCo68eKforgKMIEkJQqfAkI5xSjAQbmacXVBIOLtVpWoYyD2gsNX6EFKIO/ZG4KDRSannGJKFGZMs3+ViwaWpB6DfCaxjKAZ1UG/8M//EP84R/+4UuN5YtCnJyALX1fNHdASad44dAQOWvh4KxlEregkns7CwV0oRJM3lkdWIh36DT6DMXACJOAdDh5TkUEhchq5NxsOMvg5r83MxnlNoRpTBODnAYwI7KskY067oGB9UMihiwETbQUWfMmRJpiyogkxGNWbgdDbQYD61qZwrMmNhF4vC6Nhm2NIRPb/LpYfyAEKVchJd61aGi/57gozRWLoFG1S8I8XGK2fM2KoS6DqXstpbdNgo5o02RfJCZz7eYkYCBYMitCC+CUtHHWtU4EsyJocGW+r5cpBRKTIR4NAxBcQihWBJ5QYnS6+iwRyj2n3gtZ7W+TJPzm9Ij/otwutPZtjQFPlxl0JSx5PxbXCc7a57JWaH4WJmElTGfOAa4BD2Etbg4/rA/VdSpreq9rWterGgdxduc5G0Fj0YIGapKFxbFykT2DNSHAIq5TK/Dj5YT/dv6xe+5TPKXnCKA1Zc35sCSFyDVONXbsqEUDxlKa1ySCqtuKug6gaNt5YhOj058pJlkrKszTKVtKwGnfnOZ0nq8cUp8Sf8X5e4JYNByFijpjtghZZz1Vv8vek736w/qQBKMsaMSptcho1yk3va1d1zy2qxY0tEVLmFTzjp6rIsAycjB4eneV58paV4bzvOZU5Wp9ibnE1AFV2WQtKhTFAiAKKMp0UblO5ece1zlp23MWuOo6RcnVDXlsc2hq1sgaaavemoUSsZAKXkxKpnNa9wvhvOZ4EfX9ssc+nRfMvxwIcDGtZ1yqUFRk00iYLgCtjPghpx9nAKySCbCSY4uLnN74fZ+adOhvLTEa1wW/WrJicyB0fs7Kh5FFQQsl5RoIuCZ3YlGGLlPEddCPHv6WlY6oCqVNFXPdv2n/mpNiiPWpWDSy8Pdu0fh5wmFB42/9rb91uNF/8k/+yV2D+ZLAM0ogp7eXr3Eqh0OY92tmaIVWneOMD1P1mxeBYF0qUqXskvMpnjCdqXOdEhNyYuiTb2KcCSdt7ciNP8U5mTuL61TIFo2qRS8WEwVOkVpnQgCGEJmEJKtFAygpvTODjYcVARFxDpinFU/aohGB60cAObWm+FcDKJq3ElYRGetD8iEPYDxkhsgyC0XDkhH/9Rowf45YPwQ8rgt+szxCHGAf1zlr2FLg8BoJy0UxBtQWWtJucnFBCfgvhLgwpEmbR9dEdPihTW8ZKGaGSBWkW6lYXOJEjZtMk8kqyx5xgRsM/nld8OCYyIvWtEjF9d4aCYnjAKaPK6Im6KgM1OO64FfzU5m/Ui37cUqBqmLRQJshquHPivaWk8uGuE5NnOexZVJlz0uMgfVFl0fl+Wuc8AfLj9m/Gw3hFObpfE0M/jKtEINCkusY6yAQX751ZUqKgCfG9SOVsw5CdmN4aHzhk6AR8DBf8aP40jOyi9OM6VF9L5IVUCxSLD7uzIgPVOegMB7UCWXIAuGfWD6l77pmxukXYn3LWtY1x/NgLVmn1jUUC19yp0la7obBUaDdi6z2vc5p0iZ/yHOkNaclw9MSMpMpZyTUtc/QaF5jwm1PccEHwbP52YdpRaTEmDwsawkyv8QUVxNCTIKGYw2yFupWm9x9fu9Smuf1hzVlndIWDXGnK+6XQKm1NDlzWxQDan9esvCnGc9qVTXMm+pLx84V15+8zy5AY70q8lUEzsp1StoVgVyY5Ym4ppJuJkfwSg0G1xYNoDLKP1we8AcPn8ATN/3HGekaE+jaWvsAlJTZ+gxEJswXbl0gOe2VX8+f09xekrvnbz4+4srVogMGEIBPjyclwNW2r8rVcz2hJvkQnLUSpnNEuEZclyXT9mzdUbGGMWaLgg0GN3uxuL4xituzl/zh02XBr5ZH14pMSOv6ec2WVwOlCrt6R/pIGacI01N2nYo1wYIISeugMjjQng/i3mLdGDjyt4piwhZKlr0iMTh0zfxBXruBWPMO3zgcFjT+6I/+6NBz9ErzIGttlAVhliibp+VgnOOE354+J3cKVmZb4SnEHeKUkX9xnUpVh8M5B2urwOkCmaGSOhrWdSpExjnOCOcs9UMsGm1Q+xQi1r0pp/an1YZ4Fo1ipYnJxDydIiZKWvJling0yGd9yN/DrctNCiBEa9F4QBI0iBPBmoxLBQBkxCdDizFgekqCxlOuwkyZKXxaZ/xyeaoathwMLlYZQailYCDXDBfJolFdpwS0UEBrNuOrcUpqyIdprfMf078LT3jIbjgWKZepVgKYPFNiFGISavVea6ZmoO1iZdE4PVwQl4+Ni5T0WwW1dg1xyWkQRdCw78q8aJOHYpziTMCE4oLWMJWc1j5ZCJV2VTFgwliJxutPLJ9SjEa2CGkL2nWdcLlM2aKx4lHX0WD0e8pINGmPEMJ5BX+Xqoz/dvmU9kFMxQt/s3xuLAHrGroAfeKqEGjmSbJeaeLPiVEcZY1pLsWkvfyT9H1aiyvwdMkaY2qf+7QmiwZTwkFxDcnKg5b53IvIo/yfZyWQAM6HsDbrUBihFYgnAlSwvE3nDGjXo7ysSqjWVt+H6YrPSNr/RX1zcQ9S6TllnZvYNLFoqMkqMRpilaDW+lK+JzNDP14f8DBdi/JIu04Js06MbOHtF1G+p2XKuOAfcZ0C7btOJUY3YpW0zZnB5bl+F+e5oWvrzrmuIStGuF87sWigMso6va1Y/5ISLSlsxMokln4g3Xu8LsADCr1L15MirpzzNQnblLumvKZaACRGVvCkZ2W8FJOy7ZdTwvXhTDhfZ7WnQlkTJuDylNxPvWQLKSg9o4ug3LYE358jEGNTaBZAjTXkrEBAwuM6O6UFm962xBUVlJWEuMdLJrqBwRQaBYB8/9M6F2u+YyysKdK57vNrDEnQOHMRxCTWTOPfyFQUDTKnfvKY2ODuTVBtEYs1j7PXQdoPSY5ONHaXl3mHbxIOCxr/5t/8my85ji8OPJPritKlK0RF3Mk/eIXU0UiE9toga511KhTXqZwxSlyn9KFUB5uiMG6+hkO0d01624wUJROWmM277zX9CVgfaaASmZRFK/1SXKc4a82WpEXhSQXVq3lYPyTszkyNO5E18SdmCzkYPOJhvlYm0QNh0K4B4WkFMOOsHWU5+SCfTHBiuDD4u8rQah9uMd+CgPXExWfeTQGM7Nca0bgjgJMWcJnWMv9i0bjyhI/hnIiU02BxNQriOtVagMSi8av5sRvPMGUrRNBIfXx8OIPn7zrNITHjvMr8ZSE7TxydAy6xZnmp7hSmH0f4KK4zgV2tnvwLZa6ddpmK8nFlwm+mz4nxD5zqg6g5ikyI64Tpiob5Lm5upW5O+155PxLoSpieUsNytoVLebwu+IPTpyZGI64h91UldspCoSQqkL3BExrmBTFbG76j4s+t57NzncyxNNp16vy0tO+WvXJK6W2zkBRjKFYe8XUX5jMxCZXB1eAJlmVAMeGjX50eAaIqKJS5TXiQxKLVrKvpQ7WbLBoz/uD0Y8FpQGKEPmWFzUwrkOtqXLKLxTRFXCcu36KZySJgmOOcXGKdb+/2YRU2P06XyiB2BftSH6ew4vNkvq18byzCm0CqjpyFhczczZp5M2dHkgMILi4uSVmBooPBJatQYfQZuF6T61RNEBBK7FtbsA9NxsCSdSrjFVqTwk6sTFD4NrmwzqVTwbcpRSwl5pmT5fM61ZTezR4yNDBcItaPNWZMztp3+bCFC3C5pBies3x/nicQEB/nhinW9TYQgTgzKFQhp0xFRD0zkxI0GCVGQysQyrlCxWudsK5/1RnEufIeT5fFPYM6ScbjOuNXRkmk+YdSfd10Ha45k9aaFT4ODddJSuRjRjhhZNEA0MRu2YKSxaLBIVcqZyBIjIbPy7zDtw87Oq6fD8StrCBo3QeEFhXmowSDBzwEZdEQhlH4toyMQTW+IhAXs3+bho8KkuFQ3SkEElKd6mFEIvQlTW/R5o2LEGromOjme9W9zKjVOhpJk386XXMweA2+1VqreEIhnJOu1JwRMWeLUmJI03gm4hJboRFa0UayjCFlApmeEpN1aRjl5BrwMF2NoKFchtRcSfvgzCfM2R1iwHyJ9lGy9gjzWC0areApDNlDuPb+4Ho9hBjOvfBHMQlPD6PoOOHG1RirAJPm7henS9krlig8rUKAWyE7nKmxaHTzwfVama5MoCgHeSILGol5Fp+TGgxdXadYbpW2tX9x5IA/mH8oWrdGMMmCQrymQP2TXQOu+81CcudhxFyUK5wl6FgEDRR/6ZreNvW9rqFd79zfJdbCf6WfmTpGg7IA3yU+cEC0lyJohGsqUJYsVPVsid/6Iu5/K1J6ThKmUhUf20ETjSXS7A05j82eFAEy/x5n/P/Z+7dYy5YsPQj+Rsw511r7lpnnfqqq2+52Y3fR/9+/LWG7ERLwYGMLLAHCAh6RH8yTJaB5aQTiASQsIQsMAskCyRJvxkjwYIQQLVsCJFtGGBnbTbtxtftSXafOLU9m7p1777XWnBHjfxgxIkbEjLn22plZVXkqc0iZe++15ox7jPsFmtoUaDD7VrhSHBjxnK69Kk80FsQHJ2tgaiW4iYsU30n7WjM0UcLRj50ygOa5oqo2IyIFyhr6uBcAGjEapg1lLFvCm10Czgy8XZs+WnRKq6rLFg2u8HLEq6Ev6YqbGM6HRNkpMEIMBq/xcmKWYdzKZnSC816x9D9Fi62eFVU07KcuuQZZwT/EOCtmgGwmKbNXCT/HMxBYcG6wjGq8a6fxssmd6IqzamM0aO/SvbCQ0nHHbIrWmqJWYbcPgNf7mlEuWx2XBvO7uVKjXMKM1/SMzM6qF6FJGm+3o4LWcFDZhNxXfE7df7t9gIuCxhAVFlYgtelt5/FG+e+ZlRzIbldpIPGHFVY4nxWZM2eLBku622UO7S28avgv/8v/Ej/1Uz+FzWaDX/iFX8D/8X/8Hz+wvl44GPz//D//T/zlv/yX8du//dvY70sq+9//9//9Sw/sVQN30W2D2ve4DgYHhPkYjEVjH/qCIGaLRtYyZYuGCAlqfdALnWJEIuHwwc2YIiXue9/HoDT5fGIJHB+UeXQVcavGfyzYfP+JqehMGkAHCS6FMJMnaj2IDCOzWDQoprc9rQKkJTsKp7/DihPDvulGXNKcIAOGUWGIj/BuTPuSNEhB0nmudF+g2jDDfFBmSHJMQexj4LRHzfS26jYQBY06GFz7TUHjnrLly82RMkXCrYJOGBCJoVaIjUQ79MkdxkLLD1yB43ogAOerHZ71ytiLVJMImhHUrCbLjeKPreuQiGdlFZntUyQaGk9RFwlkBgjZR1mtR+qiUaQ8TYIG4VF3nYLLVSseojbYe8mkQmPWBmcXEy4KmaXFKcYkFo0saHTYuDFZBZIwZpgL9pT22xbx2ocO3Y6Lfmz/qTI5cxG7kaASylRTvg+d1McAxJd57zIOi/2r9Uutcs7HcXYe1zHuSmoryBrp+VkO8jTMqP04yLk+jYG4OtaEM0MUrrrcrjffK9R7LUJ1X1qKka1UE0ftt7EqO58Z4yQ4VMKfFb7THI7QztqsU7fTAC2OB6CZdYr4QDIJMj8NszxFqwwFqdkBEhzQDNZXfKHB2KqYYABEiXakDGMTJFuSFcp9vPv1fTCcplOXRh0vZ5oYokCoboRTcKKcsUlRvCh8pLEseKVkKU7vp4m7UG1LhJlVf+KorEE6axM7nLmdMLAjEMYci6XZBLVZ2hmhvmKoNdAcDrMU2uQBNwaQr1JZM4pgfFWsWSHT4rX6KKQjYFIyZ0GS4SdBNGyE9TR8VlrXibIzLZQ53zqeimiom5LbZ4Y/WzQqvgPlZ0WmzHpO1eOFssdO3IDSoDQmn+fqRpasda85VCTxRw536I+a8N/+t/8tfvEXfxF/4S/8BfzCL/wC/vyf//P443/8j+PXfu3X8OGHH77yMb6QReMv/aW/hH/in/gn8Ku/+qv4H/6H/wHjOOJXfuVX8Nf+2l/Dw4cPX/UYXwlYzdf8y/Kn1XzX/sGl65Qg4GzRiAiITPo2o+E5FKNhL7QiZDEvchJeAlNK06vI6CihYukkxolYZlizixSamw7Y9JMQo25e+JCYwauQEK/V7ojmTbNOBajmk0iCwVc2XWcxtvy+WAoItBOma/TR1Sci/NF3BaEOIaajNT7SlojbYGweOKUUbC2TElGt+J4/l59ae0HHrK4GiWld0l5r/xVDrPMdfbd4Xluas0RkguzH+bArUjrn5ySHeSt2w42EyXeLx2VGUOJ7KYuWQ7JoKFOrWmJl4ApfZkLFACCZ3QMIj9xNjp2p6GcIJJlUfGlV0vUr4mmSlG/GGi0atJczNbFLmZvE6pMrfSfe37sZQ5zWs7JoFDEinP+ltLuqrKjXU9tN2sto0fAMTK7AR7IQUdBRhUMA4HMmM/F9hjCfC1ki1Dd7Kb2trmlgSuOZWWJUuIuCbXlGKmayui8TO2zUUhyfTdWfY5+ULBoi1Fqr7p0Q79osiJWaMlXaKxE2Oe+TK88UmTO9pM2e9Yl8BmdaX8BwluU7agFRlzy9b9xxTncKzDKMEYvgKRaNUN4TA4oP5pbvcq4auDuQL/nJwJgmzVBi8L9mjor7R1OYKQFCY/EE74YCh1IQYWJDMePgBPBUWgitvO72lN0/DWhMhNR3qiwaiDRw9EDMsqVfEHPBMekdaPIWFV7LvEXICivDV4CBoOnsFul19HKozpQI25X7bQzalvYRlSohCWIp02ElHLDByUtjKAoPL4ClFWQ+8zFBRGDK1dcp3+sX4prfwr3hP/lP/hP86T/9p/Gn/tSfws/93M/hL/yFv4DT01P8xb/4F38g/b2QoPEf/Uf/Ef7T//Q/xV/5K38Fq9UK/9l/9p/h7//9v49/5V/5V17bdLeJ8C8cZItMRStBBfNBHJFc4ToVEUlyM0IO3OaYrSgihRbxTripFkKQkapkiZDPpmj9SIx+i3imBhpzpMMacXkIiaDp39xB6ocAqUBU7d+JIQsaM4HKMPpSQViYUUecgmvTPFoESAWNfbRoVDEG3rscf0PR1D9WDC2yNjWlQQXAPSfmx65l1oiafbUEJQgTLxruuP8c64QE0To1XaciE50Y2E7M2DrNpOUNXWLqLByqjWJjNC76XXI7qM+HCmqAEkJ5wI2VC2HS0lUdVQyJmsPZkQgazcHJmhcxGo3x2zYv3F7apNLvXwQFJ0KVV+FFNw6JIVpeKCNAjlFzrtZLindPBT02DHpAFkZiO8Iod8mClgh2EtSzBUtwRd7vPKGyhoDiFUndGS13HqCRUqXw3D/HsSNZYxBybRbR3kZlBR0+P0DGU820rPFcF9pWK7z1wlDq8rSqcyN9F+NxAictbWnREHyjrlNW0HBei+RlxiRZNtIaUo6BS8vMEL/zBdcTRpIqKQBjDPZNKXqN66RlHnvr/nkHKB0pXKcIpQBJ5fPWHSbXN+KEP6xizO51mpOPlZcpr2HWyOvUDP7V55AtGooD2QmzmFyKozCLgKSRJ4PvhX4QNEZD8UR9DgthKzGilZUnnsEzF4PBJxZlg5m/LdinHgUtdyBxnWKxtNe4KEDoRwg5iYmifaOAS3VQnMVrB86A2e+iu3jeeGojLVvIVZRq6h/W6KLBDIRo6RFegoFGjAbFJAUKdyowD/BRSbESn5u5iQVO6YtT4VxkmvwWXgwuLy+Lf7vdrvncfr/H3/pbfwt/9I/+0fSZcw5/9I/+UfyNv/E3fiBjeyFB49d//dfxJ/7EnwAgxfuur69BRPi3/q1/C//Vf/VfvdIBvipYSj+oYP2JLUIeki1WLlHB/DEJI5LiDzKfrEKCWDRMv1QSv5TpwY4lXlQf3QSyRcPli0tz4nqv9TCv2WBwRWgFoXCMdTehQ4gZNmRNCs1uFDSAsl6J1bylYPAeKQ5m3QjQ1/e0f7UcYcxazjwRIYTWzYg5r1kWYKr2I4JDxzKvA5oUCijdEXRcQOkvywCCnCUNzj0IhetDOffkm4752JeRfF63s343q46tDMbku5T21/ZJPlqDLMN2h4ZJBBWXXMuUIZytFQsxKzSnBBS1GsyzgQlnJO5nsyFw5CW8MBaWcU+8iqPj3MzimZK7LcHgxLESPULp3aFpIasB6V0v2u9sJhuAVPvZsDK1B8hy/5FdBGmimWKBWCwfetRU0CjiwSLzddde5lSg9ViQrEwt4Td2JAyX4+OsrLFdcGVNgjBt6goWWKtmazfRt3sJB5rzc8wyL42L2LgYpjNVxWjEvlwUYGbN2LGZr3OMRinUW+2vzjX1pW0aq5R1ydXnJU4wa5yJGQgkjFw1joIhjO3NpsEwllIki0ZXWQpUIJHJWLxSuqWqsJIUINr+vNssHFN2U5SzEt0JI6OaFEiGhougYSt2V+sa5wKTItlae8j70qKia2XpIuf3ClzTumd2na1AYs+oNwPQ+VRt+FqRV3ej4+SSj6EQ3cEmcR8+lCXLwqHYE7TmUI+nQTOToidE1zo9q9PXRNJQzfHr9A/AT/7kT+Lhw4fp35/9s3+2Ofwvv/wS3nt89NFHxecfffQRPv300x/Ikr1QjMY777yDqytJu/itb30Lf+/v/T38/M//PJ4+fYqbm5tXOsBXCYrM73KhSkidS5cmJYjp8nBGvun9ZAqMWoQDxFsJomrD5gJHNCeGjHjqnN3HChrHEn9F6IXp3WUNowauM5XCgOtFI8I8J/xMKJnuTi0aISGyduCuEkuI9miKgkbICyXabSoYFVZtmJVHaB6LomPRPWpmnTJEFqYNbbzOIKQWAmFa5/7jSctqmZdaWIkEpTtADMSdqFpnzjEKWv+laVHRdTXMGyD+/VNwoEjIW+/6+pAiE3gVNJpnMn50yOxuazMAwGm8N6kuR0G0CJrJqRDUVH66S8iLxJcmn+ZgNYVTcOn3dHarc6bfq7+xJZNFPI/On7m5J2ns1Rym4LDSrFNR0OhgzoQKjsGJazNlAdu681BgkD+OsViEdK5jEGns204lVXyurU/mvM8SH5h27fh6Y+UrLRoZrxZW1SOghWOXM6RxKWyiZETTs8j7uRz3Urav90VwLWXcdIhBNeda09uCUFpZEQVNruYUYvwGcTqj9VC1/xoHikUuyg6puJpVwGlsGYs7IoUcHB8ZdFX0sGmjmaHL3BdmisqdLGSp1j25TnlRNhRuQ4GjBSome1hwa1N8zt3czU/uWpA5VXW3ZsojpQvgxbNY4zWgsr7JQ0AwtX8a/ILWdWoJ+4uFe+OfzgPkAyiIlTF7AOSHNKBb12NJwGjGU7bogtKV2qIR73zn47z186+JnPG6wne/+108ePAg/b1er3+EoynhhQSNf+qf+qfwy7/8y/j5n/95/Mv/8r+Mf+Pf+Dfw1/7aX8Mv//Iv44/8kT/yqsf4SuAu0/bSRakJ4MzsbszUhUUjaq1swaZWUbrc7hzBp9SUnMfDBqlxA8HZWdyVkSqZzSskRZZQqaDRZe16K5OKi3n7mRsaW8rvESNbN3C3K4eOAQzwlLXPQMkol1mrAHjTbqVxTBotOsAYa9eKALmt2bEWDRXSLEO2XLulIYCZ+QZuu3jcKVjGMZy6fRaqq3HPYkV0TD6fidlg7fuEmeaTuLIc2blHhuooDbM56xtyM3c6HY6mIKWAwkfdjrEpvKrbGkMkA59djJJgx3PLjn7etRhl0NyiUQtFnIX2Qy6cRRumEZ1r6+4lX/E4RoQqliDMlrAJB89W/GrJoqGM2yyb0IHm9L744GZWRe0nCcXaJkSQXgrstn33VdYpbehO99H4jjfCpr5bZK6LUFskjwFiLu7DcVrqKvaiQQMocIn79N1GH7Q06EoBIe3kOKwWjk/KoPh+Yak0lpJCMdfos/gozIUfGyek1jv7nRUKXeO+pHkxoutd4xwxBC9YxUDEN1nY5HzhLP1dWlK7B61kCyxC09Ja6LiYqcRB9SMNoSYpy7wKYQcsFUee40PnncyZq+eqge/Fc2ZNj8mg+Rba8ODBg0LQWIL3338fXdfhs88+Kz7/7LPP8PHHH/9AxvZCgsZ/8V/8F9huJcf/v/vv/rsYhgF//a//dfzJP/kn8e/9e//eKx3gK4NDFyPeW4sMGAbRGhNkoVGMsOQik5XfDSKiCLHFtcXvZ/6OcR6Haim8NFimBZmBSFWOLWEz83Jd1vyV/vTSgGbuEg4xz7dV26Q9LiSmcMYoN5AvWY650tykeQGAU9epRtYYmGcNQrTtKNNo40lqd4+DUFml0jDvy7nAnBdgrnnP3bWFCURCOlP5Htt5fvaQ9WxmPTLtFzE5AAZq+U3l/goG2u5vrdE1bdbvI5hYBmOTsATbLsmSRUYtCfmDhXEvMFkzoagWNnlBWIiCTkd5vMSl2xgpk3rUeURTmQAY/LcATdebu7pjoygwUMQd1PiOs3ViZg16CShwRikHgGnu4qp70hLmD8GSW9cx+1Py/lS4KVlGu4WrZlmnUN73Zv8Rv9bHYYbfAqd0rxbS/UkSgPwstNyNxRNcNk/NzSxuqUC+/0vZ5Q6RSaVrzYQCikNaeKSxri14IYb5bvkXNZppQSHU2M9CyNb5+OGy1eLufgAcd2gb48sKkMxbHaWIeh2g5sl+1HDPsaxWK/xj/9g/hr/6V/8q/sV/8V8EAIQQ8Ff/6l/Fn/kzf+bVjw8vKGi8++676XfnHH7pl37plQ3odYOu2sW59h/F3wqhgZxnsPC9Iv/ABLfUhmWe9aNXdfhrprrut/WxZcYaGvDy4cN+3EVQmj4WCQ+wzCgXHd75UGz/lS0alpnBQ68sCAPBENQXAfWhbmn1E3NRD/ZFuuNqv+7SdN0DHFwUSg60y2gyv0fTvzB/NwVwt/pqML1NIlkrBF5gbct7IBxbSouJvJ6HLAcv2ve9wTCzL8JjNQWYQlPcZiaBI62isbn7LEVLO3xfuK+1Y+66VP48qg2u26C7z0jq//D3mkbXggb2H9/GUUM5Dg7Rx0NrxncsLHObq28o+vieyr96/oFJ+rpjj5VBP+Sm1exPeRF1q8OytfdHAsai8RZ+OPCLv/iL+Nf+tX8Nf/AP/kH84T/8h/Hn//yfx/X1Nf7Un/pTP5D+XkjQ+J/+p/8JXdfhj//xP158/r/8L/8LvPf4Z//Zf/aVDO5Vww/UEvAWfmSwiJ9+xFbYO7Vab63EixDYIRzSnlfMzQ8bXqmA+irhjmG9aPKIAn4YjOKPEl4pJ3wE0IKg9TrBMVrcY/byPszkwpIcUsAsKf5+GPDK3H6OtJq8hbfwovCv/qv/Kr744gv8+//+v49PP/0Uf+AP/AH8z//z/zwLEH9V8EJZp37pl34J3s99dUMIP9bWjaPcWazijY5jSA42aywXrQxVrxSObPy+rgKtfnQtjyawxEC3XM1nSXP4ShgrAx3drXmaVUldghcc2jECjD92DFjWiN9bMD80rCPnardr5ANpSI/p8xgwZ+oY3/1FOFLzzPQC/dSGp7vwhYFjNdmHgIylro5RuS+0glaLZrQfgxcsY1nEbBxydayefxF4YTfCI6DwY7/POwrm90M47uAVPrKNFtyJG15grVIR1gP3+yitu67tMQJci6YSAOcA9wOmt/eAlyZjBCCm4U8eqkd4LRxrLTwW7H0U18fXZIHvA/wa/nsB+DN/5s/gt37rt7Db7fA3/+bfxC/8wi+8WENHwAsJGv/gH/wD/NzP/dzs829/+9v4zne+89KD+oFA8uVtH+xm0aDGc8cyxoHJ9Hk3D7+UdYm7ObLTGBL5/QUChmfP34WMza8L89DYuKWiXwebX/INrn6nYXghApaCJk2sjXVzKoN+y7XLz7Z985fWOqUlXTTNa3/5TL1IXEajY7ADdtzP1ioFDTf93vM4X0RbT0e+v5wFplp3EK6XBI0ITJglebBd13PMbniyBuwA9LEa7zFrv+CK1sQdreaOcbA2Yy2uQJ11K30x75+J2+4VL3m8mkz7XULffTTYR47vmOPJ6b/q88LHZ+nF5T70TFnXWD3Tx9XRyPUKNF7qzqNnH7D9tOgKz1/JY48ZERf9Xxe6XxhgMaylqWvg7xH93AXah19oYFGoJByMk5yNi5DwwgvBAt618OJp6Q8sXswQ1vzKIadGbpzVgyxAq8sj97BQtmqXgcVTzKEMBnnNjXpv4cXhhQSNhw8f4h/+w384+/w73/kOzs7OXnpQPwg4SpO49HXl71kwnFFzAhhkqxoDJ4Vx7KUs3OO5EkgaYwkDgXvZJkmFSwWhWZxK0Wce/F0aipmmTcfBFknVQXrZp51qJFatif2qM4HQh1LmEUNO6mYdu8uNNTWtOqYFxrB8zM7r4KPVi0ufl0xB671jfOqbwsAB0DSU7BjcEW78KvsTW4bkEOPXEhSPIDLiY5wGEt+vDn08V3oHWxppNr8EJjwLWgBsgUkgFAXLCj7+mL10AK+G5tzqZZKA1kbbca9mweD2EUZxLubFyurn5YOZAIGFeBQmeDb7diTTO1NgYF5c9BiLgDDdcV+PZKDqau01FEqB+ctNq+pdd/2+zN0sVffCUizWUGjg/fyB+af7lc7XEUxxa7wHvmhlK7PaUE1yMosRCVloO8aHvrPmrwNwl1WcF/pLtUX0PjbojaXDS3SF9E7q+seF4MgA82CKwiKvV8ajKGhbip06pFji5Xk3lV6tNtCgdQt95Tosgid1Tkxl2v6j7qwZ86ICpxrnXdkcQ08IwwuxoG/hawYvtMv/wr/wL+Df/Df/Tfz6r/96+uw73/kO/u1/+9/GP//P//OvbHA/TLCEzxI5e6lSNqH00jKmVI2pFQpSJpX4jAb9siU0nL/zTPAD5Srdtp1YrKmVG34RDj1nEGiNH4iRi9BRTulaCDMsD7ZqexxCoiWBbYzLIHNerxaHbzW4ms7PMtoF0QcKgapZfIqpILJL47NpOZXGShag42q2zJgMbSN+P7dmzYmMaiiZ5ayEDrj1q2b/qkW187GuXmQErs6c3RqaNUciUS4ENsuDcd4nO66SUaCk9X0cTtKYbIaUlFqSZK51alSyzFsFRXawDuDNUH5uxqxpLS20iHwz8cPC2qczeted5QOa0MZZLRxZK0EhMWxGSXBvq1UcjztQ3FL3X9tO5/JAmxTbvZN5MjiZvBE0Du2zWUMrOFuBhGgBfzbW3yqr2DSaznRjpi3GUs8LBXEhLfB/PRcdB6NIpZ4n0ApOpgKfFGNZgIKOJLygCoJcnBBkElXU99yiC4MT0yNGqVPDoTOVxs1zwXNJgKMoMNj1p2q8KaFbxQWxA8KmB1qZxhbG2MpG2cIf85fN/hrGoKStWfpvpj2/Y4zKiySm3rVx+33dDA+yEzxvX/vQOx8GIPRmjb8mweBK51+nf687vJCg8R//x/8xzs7O8O1vfxs//dM/jZ/+6Z/Gt7/9bbz33nv4c3/uz73qMb4S0AJaS0QFaOD46uGUArMg9BaTmmchTF+rinZ6tmA2q9Sa0Urg1wS/culzqcwd7qW5BDD3GDMDSsQzITxOnxMDCLVFY87scMhVy5XwNtMtxuwa2p7Um5gjT2E2XdYkOUY4V4vG3DrVSm+bBDHXWKuArGWKG7FUsK9g1CrfhJn1hudpkLk6L7bNmTCg8+Uy61Sxfy1GMf4ZOiAMwNPxZLF2TDiUhtKsw7E1ToJq9OO4ioJdaU4UhfhQMjQVQdX99sHhk/GdNJ5ixAxwkJTJYWhb0A7RTBVUuAPCZmg+0/TPJy4KdibBMjK/xftkrA9mXtxgDNtaWZ4TfteIkYj9p0/jK/M+7mCa9Ey18IqeLVRpc+N3CW/E96g47/UUuPyOM16149N5toQtYqBzQax3LcHN4HPrJmSZ6aZvuDmnxJzvSY3DqvG3lD2LCqC4XpJaGWndamEZKAU1PWv27CkN0D2p60jU6zEvIJkf1HTYbRyImBY1f1fTq5QVDVVGwdrSFzItzo/McanSwFpgmqXjpazYUvxh1yDdwYKhdlHQQ6QtFgkB3DF8FDRmtN6st65dXUS3BpuVTp+z58MqAw5llFK5RRV+TYhCSS3ghR7w6+gZEfmSZsHLeKZmOLzRTTHHpOyaP1cXJ6TA8CporLO3xteBYX4LLwYvlHXq4cOH+Ot//a/jl3/5l/F//9//N05OTvD7f//vxz/5T/6Tr3p8rw6Im4W9FFopKi1zrTALZqyYB0UYU3AIvVTRXhLnFHGwmxfQochshQ3Qbyn51rIDBucBx5FB54YU8eIQcXcxR+JcKTn1b5nEEGNGSBiApbSeDlxo8hz4YL2JVEE3CMKfLmKly7hQyujUDCwDgvGS61q5torYdZhFzYlqLLY2RQu519aIxDhRWGb0i42eu8Po3qd1NG0ccv/jQOCBEQbC5bgpCKD260JkCIhLzXNkCOr6Flb4yMJRuRCJKYhjdcRoyDJi0aAskJSN5LUmloKXv7V/P/dtmCl9Hg7gfqFmCFVaxth20nQHIXTTuVh+6hoR7cKFxkJmxu2joFVUnG9UEFZG5c70z9puKM8JkypL8ucU+/fpjBLgGIMV6Ayj3Do/BaO3MBYVqGrNbS6+Ve1rsUaEujicamml2rERYCqmOMS7TSRzU6GOSO53S6Of2y/bvIt5Ss8yYvHKcv2toqGoWRPxYTtebo7fBK+x4MFABU5tFcJM/mxs5qtTc9xWCJAqirJ0YoscJmG7YoDVepiaiYohVThFlJwsGgk/xOdc5PStQDRb4tY9qh5IyjbD6+sZtHOEs2eFUmFLK/i2mGIKDPLiFlBbNMIATKcd1shtJKHCzovjB60zNdtHeX7R+mX2oWlBVl6DFwq5mnOZxqZNM8Arht84DM8B7ho4s15b+1X18d0u6AYPVjyN4t8QHPyaMG1MraTAWD4Ub+HrDPeyaPyNv/E38D/+j/8jAICI8Mf+2B/Dhx9+iD/35/4c/uSf/JP41//1fx273e4HMtCXBrfshwqUgkbyU6+ZDwADTQVjSd4i79yeahFWzkd1VEaugUvNLTuaa3iCEODphOBX+fPQkVg0lMguaZ1TKVYcROiyNJXwZLRQFAmiuteIRcXPkA9HYaBzjN6FOaGpmHGFIWpWZpVKE9/KkbIxxguRi1tazqJisSFSvZRnF4JMnIvSKfFkcdtoCgWM6Cssa6JVnS0in7nthOxaUGtzVHDS53RdUvExq/lG2xyv0yvWNLYn5mhGWAGXu00mwi1kb/7OfyC5vlk/3tZ90c+S1jjSYucaNVKUSWFO+61Mj127XAFZ7sVvbd+LfZXz1YrA7Bh+Pbcy5L0qGU27VmAgDIzprJs9ks4FQmHNEgbenH3OQiE1KoOXFh0k5qftZlG6ZFIQYlxkMIsWFbuuFKJCIjUk47RBy3ZMS5C0rHGuM80qN9w24vREUEXS6BZCoUUtZk30Xuk8LQR2yZ0xx34ZRsqrgoKz8FQV3FQca4uu6rm2QDV+ZIhQxMgF6CxT36i4LtphmjO1RDMXFQqitKEgwgwCJcYvC/XleNJa1UUXVfgxazNj8JQZRsNqFvJ3Q5zDrLK7rgMjxSElRYodizL3Zk2tQJSGzFzGGZq5FBYnpUPVWnimFAzeslSLoCEIlNUC2KCBsvZIzwHI561njGdSfbIQQlQYSAcCaRyJt5BJFn2xNg5jYU/roXhfEKgz5zqtl9KroDxJm+ar4rKgsZx5kWkTaXiXY0dtSzb+JVteFoSaBq1uQbrzaV/l/oZA8BvAryn27UrvkNcZ+DX895rDvQSN/+A/+A/wK7/yK+nvv/t3/y7+9J/+0/hn/pl/Br/0S7+Ev/JX/gr+7J/9s698kK8ClPGYMcjxkjMUmWfElfhtQzgLs6XVmgFp05mEmHAPrN0EjaeorSHKlNYMqY7FB4fpFPAr6dAHB+6kTXblnCxCSK4v1Wd1PzoFJRqKpChqrtJggmiYZR0pa0MMc8eewMToXEhVxNP7ADgSemKOrljSrxJYK+zob9lHGIBj7B64NE410et0rM+wEinVFLIrEWOh+UIm8lbjlwSrinjXzOtgKptbrVMXBZwlhi2vSy0kCaEMwbVjWmJ7yowUjDogmqs143K7jskIctvq4pQYKDKfx3NrBYVF94/qM9EyhzQuJSwilEnDFNdcv+scFwRZiajewTE4/OZzKQzqolWqmGgA4ET7ODgR/hf3Sj9SdyQGEC0a+/Nsup+5Lxpgkv6Si4kZiw9x/uazWtDRKriaIIIt89NYY3UvSO0R4nnOig4y/Sfmy44zzoOiENAUIAzo3pTCX94TZXKKom1cus45vUdpzUsUWS5qnmdi1Azjq/13yO5Yqo1WS/GSSyxHZU3tttK0Spmx2nG14gGsoJRwQEPxkta0HhvnPXGeosBMM9clGT5l7bzR0hdjdRnPp/E6s4eKz5Hvs1V0aZu2/9r1jYOOIytEhugSrP1SspQGOOPS1mQeq7tZu07pWQPPFQbeCqWEQvhLGQIjuqgFOGmDi+cQnyvufh8wnokCUPsns1Y6luw6FemMnVc1/8xbBNSuwkH3F9EK1TpLibbcYQ2Kz5ZKTyCsGdNJZOp7sy7VOOWzTAM6pYn1/aruee6rdF8rlKGJ9omgMW2A8SS7dNbup2/hxwfuJWj87b/9t/FH/sgfSX//pb/0l/CH//Afxn/9X//X+MVf/EX85//5f46//Jf/8isf5KsAdgsuFhGarlOR2UtMHVNp0UC8UA2k6qMWYd1NIMPoKqK2TCm7EtEBmdD5E4Zf5zGKNkJcp+C4YHTvtyD514zIFUlERhPq6pRdp+BU0FGCK+vGgcRq5IKMT9ek9tGNCFpMwIy1G5vWBBXCFGlRx9g/aHDXyPvCBREQzVm2aFTm5aj5Ys7nYimeIRGuQhNFCCgtUSq8BMTxtPaVsyApH2StmzIvxNKvWEvKuTaDwZNARsAQENaM69s1uDOEwqw/x7YT82bOPhGnd5Lm3axrYDdjnJIA4wjOhbl1CnleatFwDQKWg16Fofj06kKXCM7cIWVq4BhhXWr5E1Ps5i5pMleXrGRhxRjPKfdt18j8ngZBjA3tC0WDauRpCm2XON0XpqT1t+OiqGW3Sgg9B7WmX6yypcJAhVIVStgBFK2KUIFAr3fjPKYhk6k4TIyZ5UItdZbJ0bOqTCHJ/Z+dqwLXlBYBnacyYPVzKfOcZWp9VGZ0KjhUuIOjMpzNvlJO+pCtDC3rm+wTBbknymSqAGdTUev4VfHTVuLMz/kUHNzEolX3xqLhaOa6ZAUTtZ53UXqTY8XpvtXxZLoWtaCV9s5YITYRD9trG9jJYWQCeSRhsuVCp9LkQKF00Zrhf0ZL6dcU1ELI+xvHawUNZZRtgD4FLiwaluYXZygw3ARxX9NkKxQbWQWMZwSxaCjNyX2mu6FTMwolO/c85XwHFbfOtPwh09y2q6/SBVcqpmpgSgqIZKEIDmEdMJ3ER6zrlDkPs2D9Bb6i6Q64IGm33GwFZ0Xe5oTkTIFkv9/CjyXcS9B48uRJUTnwf/1f/9eiCvgf+kN/CN/97ndf3eheJRhC0HaRUcKRzbq137YSWiYgqdaDIfyGSffBRdepSYQCK9nHPilq9muGUBFTCITplMW8SOo6ZawkBwLc2SKLOxBHAaEiDorgjeuUCjeF1ipqyYfIaCpYTZBquJP7EiLCcw3kxSg1VF1IggYHfZ4NgfPl+gURMIbCdU33NQsF4CwUULVG1myt65eZR6R+RcPrEuM1BScMYZX1JC2xzosx87FWwS6EnInH4uqloENilnVZe4QNY7wdcuKAvKTFXtnxJB975HXq3bz/1J/5zIfIkJAIBMlqYa0/8Vy1XKfUxYJ1XxgYvcOzy1MAFfOq9v4AETQ2Ie1B6guZySuFT/N7IPAqYH+R75a6JFAUDtTVTj4UBn5VKSuIRSOvFo005YrxlDZlzjPlwAw3UDoDXlE0yVkplCVxvabgMJrn4Lhdm8UKKA2hOlk2q/1WJsdXAr1lYutkADONtmW0dFzmrK+UeTL3CkRgGMYu7hNNAatuAnUha7QrgUPbnwxjWrut6DrUZwcqOPuKSTJ7ajMFidW0tAhZ6wlX5yUxxBNmDHHrXqezy1yuPZCZXBQer+bcZ6tvXwnkIlRlPMxRUZQsFYhJDiKuJJ8FGuuSlC0aSBaNdEYbvCMbxjytJUrNt1hR5m5GgaMARIh1GNjMXwWy2EyX8Y0V3vJzsodFVkcmdKuA8RyAcxlXaRONsx+6vH4tsGfFYW6lUeuNWDx4JgDoT6Gbc9dLq3jIgfvmewBYBUyn0g/3KliWSos6cYLuyVzZpZee7Y+yQ66Er/icDypoOPgNJ+EnpUg/hkf5UQO/hv9ec7iXoPHRRx/hN37jNwAA+/0e/9f/9X/hH//H//H0/dXVFYahncXlRw0J6Sww3YWJ3SAueVaQqA+EARWhN5kxrJbaB0JYAaduD9eVyCW77siF07iHNFYWBO+9gz8P8Bv53DOBexIk0akbxgHthoHFWgTIiCvHI5j3DDOjAc7ryJgXWitPYmHpPFZumhNvQ3hyHEPAhsYUo1GMN2VnkjZcx9g/MkQeJbOrwoL2SV7GujKua5mhLYMGWxaNlEVD3QaAGYEAUGh4da2ShaWjxKznNecs1MY2B2etMVnILIPUzfq0znCc17CawGsPvulEc1UztZ6TplbPtc0aJMH8nDTvzew8BeOkWuYsAHUuzBh8CqIVVc1tnW+/9kWefAd+sopa8pp5lfbQMbD22NBYEmY2zFsFSVBhAOuA8SIuS+VO1vT46Lg4K3o2Q3Cgseyr6F+JvyolDJOlzwKROUzEQ+5/eoYQXaJKyx3FszIaRYDrOLlyBMVRpspxCwdm5piLu5ATMpTCmO1f3ZT0Hls8l85XBcl6FwWNOpuf9hOCQ4fIvELjYcSiQS73WXSR7nh2iWXKfunZclOOicyYyHMZo2EFiLjmenzXNBUMv13TJFiZPfPBgTzgvDC7omGeCqa2WL+Q6UVi0uOYQDnJSSsZgQgKkZEn4/bGGf8BMfbQKACKNYl3Vy0MgfUec14eL2NyxHA2Rs8kmeB4rq3SL3dEc0ExCP6xBd8mn6UCdkJz7PxdtLwQox30HJ+jKYigF8o09MxAP0wYz+OdcXnPkzIlKRVjML2JBZnFnnGmqypI1EoITSYheyTnuhiv/pfowoTGlcpnRXGIfhwIbuMzU99nTwKYtQ1M6V4QDM0s9qn6ab8ytKSpcOG89uwJ4TSOKZ2VtxaNH1e4l6Dxz/1z/xx+6Zd+Cf/7//6/49/5d/4dnJ6eFpmm/s7f+Tv4mZ/5mVc+yFcBB12n9AIY7Y+mN7SMJDMVGk3iKq2lYdJDcAgDY+2mEnkbBjzFaFSmZNHsSv90OqVgcB+cWDRoiliL564xyFqRVnaImdkXJdKjYJEeJ4ZcTdbcZTN7obUKUdBwXupsJOSR++komrWDaio5Ic2WhssyOa4LmB6IOwhCJkqKVAtNc9QQpT13DJs73Lo9iKAxJW1eUUE2nQuk9mYxGlVwMEJl0QDbpTauJvrB3J9e4iicSc2YW9Dg8xZDgkBYrya4jUd33SF0JfOTfLOzgjitswaaztLTRmamZkot8WcgMSGJ0aTctwbXgnOMQXJJtO0qQY7nbXgqZ04sGlw+6AnUMfq1T2co7VWcXJ0KNglFLOfcrbwwFHHtO3M3WO++TpMAcoyN25da1gB4L8xvzejZ9ij+tPETdj1nLnaG0c1Eu7RopLXyLldLjntjz5Q9ay13MoVUXLQSunXvfHAz11FlUNSi0UdB1a6P1brNXQ0ZwbuMZ2N7eU/LMQYmYAriktoZxtuOFdlKZ1061PpbxK6l/8q5qvKkWK/iriJZ31RR0AxwrtWNcR2TRSNgHkswG8+ceVThqenOZVIZW3neKj3S5/FBxemdYXLTvqqg4/NdmZ2DEEBReVTQpNkGosxciIbbjeKUSijR+2vPusXrebyxDSuYmy4kzicKenH9ASSlymo1YTpnoTUqsLFZczMXIPMWcgaQFryVOCHFcpjNVMWi0KLQwIuKs4QurBoKlKIfs+fqAjisJkyncZ00U59VFrLZB4v7dZ0bNMj2WSQYsV9V9yIwZWXX6QR/muOG8DZG48cW7pXe9j/8D/9D/Ev/0r+Ef/qf/qdxfn6O/+a/+W+wWuUian/xL/5F/LE/9sde+SBfBbDjSBAaGS+gJj353WY4Mflc2rEAoZFhCWp9AE67HcgZEz8s8yoXzHU0176yWDtOznYYN2t0+1jcKZo90QkS7mtGt563wclN7TQq5pmR3MF0HAgSnCvrqAIbw0gGyezZa4wGdE0U40UTdxTmuCBwjZR9hoGh4ETQeLgHsE60i1TThNp1CoAPiYALQ5IXRzVILiK2VarlMV9Aa30oGTya9StjFSEqx2jMOKWCIWZXBrKrYJUDLsvXl1JzypoCp+s9xqlDuDmJ+1G1ERkHR9k/XdLeIhKYHKyctHQyrIKJtyAaWk7C2ixlsTJlgbExQl0hwCjTo0ytd1g/jYx2JZQog00dY70Z5T7Y9WPDgFZj1XgCBGBYTdhdeABuFqMxu0tRgBowzzoVAgHjBKAvhIKi5kqAWNmosmBB171kljX2w9sL3LJoRIXEGLklsWiEdHaK9Myt82jHEIXjlrZUz6TGiLBZJxujYQVVdSe0DSb3rPiZ8w1LCUoXJdWSa5fkPXoKMUkAZq5TCS144/qod8EqdVrrboR9GEGPCTmLkdlTMNKZbvmu54KheWw+EGiKMQJe3GE3bowWhfyuVQyIUMN5vjrsFI9TMewFjYqPFnhGJyV0YSAfg6KruBXt31g0UuajuIapjkzIFo2JjGLJADFLPw3rT04RHz+I98WR1NHRs57eifFIEkuYLcXOq0XDxG/p2bR0xcv8atepzTDh6jy67lmLRuAk2FnBb+b61hAU9K44GOGJ7PdGOKkF9bgPOoxWEVpnzmWKfUqaS+BkPeLyVBrgnqMnQT7jOg4mQBO3SLtmn+xnVJ7VGRhaYfkLWfsA9g4n57e4PVlDY8nc18SiYYX31wFep7Eswb0Ejffffx//2//2v+HZs2c4Pz9H13XF9//df/ff4fz8/JUO8JVBzdAZUMZXkUcy/SuhMQxZnSEoIXHFApEYqEVjQxO6TuoKFCb+kIl37cufzP7e4dHZLT5bX4CJ4GPg2joKGmz84RcZiEMQCbC6yOSgw1Lz5Xxp0VhHosjmGfKSbnTlpqTdqTX3ds2UgVhRJv712Cyh7XuPzYMRwBrgMpg5xVmYv9UCsW7EyJQWDTJxInkPstsH0r4y2SJsIrBYH+xCG5+CnkPRphA6oNcldmLVSeNSQSPMK5YDlaaphkA4X+2xnzrsboCwKjWlKVg0mAGn9c7BvLpOiwUuke9E0oSpRcNxYuSKVMBxXoUARoYHNftNgeE94fwrxu4diplYTMYcL5Y25wJO1/soKJopMUqLAuZ9qPVnuhjBtBZCZ7XXTImBUUZTLBpjsf4UgOAdaPKw6JSr/hP/YPBQ2pd6jZlAHBBMjABHZnVlGRrtP7gUy8EOcC4zWDllZYlnXGNfrX944eYZmThxmTFZrwzzo4HKvbE+qaUsL4KZImfhk4Mp2BcfX8U7kXBw/C+wCHVrJ3h1otIaLI1HdzbLbJnnakth/S5Uu1oX7DPCo1UWyJkuA/qz9WQh02G0aJBq+CP+soJaWqgkqOaYheSya+bDZqz5PuRil73zM1ylz6sLa5l5T+9athToHVSclSCERDudYYJbmYSSBV9fZUJtgVc3q8JiFffVtkNdVmyFiDvUOmBd0iyuC0zovQaDiytRintg4HQYMZzvwR3NhCLd07QvaT7tFOlK413iLULCjcVcretZdWaSq3C0TixZNHRYij/S+4Fwtt7j6UlcpyELtvac2bsic20E/WN+pq3l0KYo17WxwFGAhCdcnOxwc3IKpviQr/D1W/ixgXu5Tik8fPhwJmQAwLvvvltYOF4nULeDJcYpGMKR3mEqzMCMlvbZuAmZ90MsnrZ2o2je6iBEViaBcoYcq+GIBPidzS3COhO30AlR0ExWLVcIAkrzLDUCdA3MtXr6eUiCgfqwMwkTUKSMjcwrOcbK+YIZtgoa8WvnhBA7hOy2VNej4KwJIhYG5oOza3kmlM8B6jqVCRK8T5om9eXW/ucxGlO5XgY0KBGA0W5xQqR1cK4ys+o6NTSY3azhUqavDEiVwG7D+FLuIteCQXng4pjO+j3OViP6WyQNZXkwhWFIghqXZ98yOksBqjVjpsQjCSq1MMRIzIr1UT6U8ScEh80zmX/tjoMoKJBjnK32ifktMyzVmZPMgKIP98lqxOnZNn5kgu+VYGtfcQ+cY6zgs9+4MkNMwOQlGFeZb2eYiUR8hUAXWbL0XqJ81mrUE9Tun/FZNhYNGWdOG80w27+AL3R5ktBc34U4p6AugTVTr4I9iXBVCzE2FWzWbprMe55mVjCN2WCuCynGrFPOJ7zampMyqt7EUhTB4IqfrPbY7J8qOIo2jfDIyLhNmbYZ/iCD1w2u9Cx+6s6zBCS7aFWdxWi4YkyKL2z75LL2OSkSYkXrFMsRm7QuRumcxc1UHNgV/RPU+if4Mu4J1NqZ+xXrTnSdcqGYb17AfE4OFZ1LYw7lmZAzWCZIKAQtNtmxWPerWjN9Llo0KMxrZZwOe5yd7mBd0NIe2PMyc52iw/WBkM+grnNSckZtfqeR3PaOa7fxn6toZe2rRKY//exs2IOioIGOs8KAMBOOgHwOW98dqkdmx2xdaJkyXqUQgAA8XG/hTkxq8q+JReMt3B9eSND4WoLRLs/9ZrnQBtnAsJrIlRV3qUKkOcZD3JwkHSaRYfxFhshMgnwhPqsGVNP3weY5eJAxaDzHxqmgocXxFqQnYIZk81jzF13NEJkLnzTsRntTBN/G98hLX73zJSOlpnMlLpEIKGxonCHNFKORtM+iKf+Js6dp7JZR5Rr5KlMXA61temF9PrlHMEotcUXYEoEJmH+HLCCJ9javVdcwkct7nBkCCEO8ShaNvAcpRqCxf7WwnPPiE86HHR6st+hvOfv02+cCo12lOROWpPmtLSrKVFI5LB+oEJr6hiVGzlWcq7kLKvwmIqSMeiCsnsq6aBHBLNCLRaPrAi5Wu/IMMZLrVHLHUY2gEvW4nyfDiEcn27wGdqxG8JCXMwNfnwMOAKZKw1v0nxlFFYAWGQWFqL0MajokJOtXqZUWPJGywpFaNMx4jPa7xThozRgN0NcnbD+a3rZwD4prmc5PJUAWaZcjFEJBxBuSbrncK9XaKnotAswnwTFdl11raheNZBVWvEWxeGdrDaozLjFnoslPQf9qEbLjjHc1++fXKVupcf9LRjfHaEz5XtnxaGXuAHEF0/HrFBxn4cd0Xlg0Gq5TVtGS1pt0/8x4Yypp6T/3o0lRUj9BrJe6//k+NphRwkyBVwMzgUMoha+IF9L8WoKWprcFZgx1XlIhwsl1quKCTvs9Hp3epj1P9ZoY2ZXLMvNGUXjIs4A4W07qGA3lHer1T0to7vp9YjRkwsDFaovVZpRHjOuUveM2GLzwsKjWTz5rMxbJ+mKuSVEzJDg5R0x4Z3OD1SZaLkGFJ8VrDUyv37/XHN4cQYOqqroVWD/K9Fk009o6GtaioQS4IMiQv0PMirNRi0Z1FjJTihw0nPqJ/wXC+6vnwMoIGpEokUOB4F4VzDR5cZwpfznNc3ArMZMg1FBajtg2XAoujniRIU8EKiLNvvP4iZMnZZvm9zoYnOP7A0noYB0jg4IAG4YlQvZvJTOHSihDmXVK1ypw1ly1NHflumTtbVofL/22KsAmP/RkgjBfBuCs3+F82EVBo1EZV+NpTBvWZE6mD+tfviTLJsFJLRrUSDca15CUKXNlytpiTZSge8LwRISAeeYuacs5xnm/mwVIp3VtrL1NMHDSj3j/5HlaFhlqPnf2J5PggSLRQfyeA4GnMj0rI/dPSgyisFpr4Ouzly0a1eDt+dOPAgAVSNK8s2BWMJ9ufp5s25YRnVs5RQCxZ1IfsVnHZq4fC13mDGPCvVnhK8DEbEWBz8bNIQiO6YjFnYnmKTjjwIr552Jp+e7Mkgyw1CEgHxrrb5l6JPyxVDOnWEfL6AajUWfZl0Nuvfn+lIICx/G3guFTW1GYcMTzDIUGt5UujWat2QoleV8t3kuWD5bPrRCRXKeyBm4ewI/qDigeSEUgOd15ceEzboKUBY2UIlVjNGI6aoPeoMoS8qFwsUpnlgmn/R7vba7lTJk9setv94adEWj0C3P+rZudPasFvQ/5+0JQs03G/uoMbbIfXOIsRhEjdTHscLIeZQ6dSdOdL/Hsqs7wEvIYywezsiKvi/5RPpd5G+DhcIuT9b6kTW/hxxLeHEGj4Z4DZE10jQyAmlngqLSrkU196Tj/6ANWShAN42NdgjQAyzIQyRQdCO8Pz9GtzHvRzE4R8xwK7rS/t5BXXpo4J0vQoJpmTsg5uwNJ1ivbHgVByr3zs2w/ClpoKllyYNyWqnmohoUSAWN8a/WkaNMyCbNAzJC12hQFvTrrlDI5dW2EPHZOWnYAc40mKjcYZZKZMJizxhWyLdz0zLhyO4KI1XXKVgvWd2YQ53Le7XDR79DtuCHA5nM105xxJiwH40Aa/SdGo2A0tdNMJClwqfmrNJ8pRoWFee+eXQOQOZQuLnF9XMDFsJ1pyXWtWm4+6X1lKNY3iSEv62jMp+1cmLWZGMHgS6uImzPlZNbo0HrqepQdAeS4Sq9NSdCxlcE7F0p3ErsmZLKWVf3aGA0FG1BaK1r08zRemls06rW0uDV9F7LwpWNNQeex/9wmAO8xRNcpbghuNT7PSoE89iVcqGOS81pzey13uKzkmBUCbPWlwk/gnPXItfGgrWugjL5lYHVMVvixY00fmvlnpViplb+rjocItKG8K/ZZH0SggQkkTpxlBdTA16gENSaA5xbVmdWGuNj/zJAjurOpVqVoRhQV6m1rBXAGTroR762vAZeFmWK9EfL+A0WKZQIOVvZ2xFmxZuaUaC7mChirBGVuxJ5V/VC1NWDgrNvjbL2Xv5OlZxnPl0HgjQdoYZ71cKozrYoCCoT3hmucrsQaneL83sKPJdwrGPxrDcbEvAg1TqxNFaiYQkZBYGtrCMULTTR3R7CIo63JkvYedjcp4wqAmM0mV19tBQwfgrowWBO4nKN1Qai1qmqGBgvi6VTDVjdtCF9iJmjuilIMI/0nWu0P+8s07pxhJiPocm2FkMn62/7jcAyhaBX8yoMwwtf8OJRzgwqk+YNWTIydl469+DIyr629vesMr92Ek26Pbs+zvcpjLP8uUoAaDakylS2CUmgfgXQPkptTC1i1ygcmoHeKCXx9I+ONjFvQGgBxDh0xTrpxfoai5WCpiroS4k034dFwszCOsuq7WnvUojFz5/DzlLXlnGReLcYYqC0IlBjwAohnZ0LxhLpO6dgOMp8LYAvjFSlgE67K967IZmXPz6IJo9F5Ygrn1jt7bpVZVMGDfYgMrZkT1e4o8p8E+SMferv+S+uRzmD+m0nfzfNPiqkDVuXa4pyEoFTBmnK7pGe9HgvyWlfjJ8rKBN0TpmXUDlhNN9KDij9rQceFLJCkWDVuCAoRr0uMzgHXKa0FYvtRDr2GhgWhPs92rRhxjKGkMYttR2tP7Tq1dpJsQPsoOijaMDQx7omdV1Zs5Vfyc7WVlpMgMlOqpN+R7sqiu7S5l3bcJ90eJ4O4TtGCBa2oG1aN18K9+Sg7fiBZa8+7HU6GEU/zAA63+7qAuY+vBbxOY1mAN8eiQdXPCo6x2nGDIB56US/0YtCUGduMOY+I56LbwnWZaWAygc9HaCPuEkJqawopkZ1pVfJYm2Z+lpd78vP2Gp3WMYKH8vsTCwF+5Eqm0Gadau6L4s1qEDYWAmhbuur+W58FdpWQIHsmgcU8Y37kPZ43lF6vqOY9QJtRIulGUxyu7r85n8zoKCy5fdVrxTL4qsF5gDOQz44jnh9fJUT6/O222b8yCEScGYI0j9z/QWCJizrvdvLnwgGwe59c/UwbaT+1MBnnF2d59JOlsGR+Fs8e59gLhfk5l3+l61R2B6xhSRA4aC2r+p9ZdIB03xzVgfsH8GPN0LdlERl3gRtD4U51bMa91tydYcoL60vrniwJE1b4OwL3qhBEhtE9KIDbMaVu7GVZBqvdbtX0IMYMp7fu5aFubIwXMMe394VaoMhKjXm7BxUbZBjqWrAxCq96wgNFvNBg5pvy8hF3p9YjFO8b3JBfWG5r0R23aLQc4NpNWHcRV9pEGbVsEf9uKguPGN/sWFbCa5orE067XR7TW/ixhjdH0IAxowLNi6JIOacwbLdTaM6r92G+IipNt3P3ILlwhxiNDY2pKq4dt2YdWtQg4g4C3Phqab41knSVUHBA5rkTWnEIRdvGd3UWhG6gQJwVkVKLxqG10mdncIBA3AXHCi8zJsMy5fdsdyAJlC3SSr7I5izcj0UwRR6Xzh1xw6rYEljjz7DbpXszS8canxvIZy3zgeG1oKcgGYNacOjqNMbCBxjqAo7ci5lA2ng3M/nlF2LRqJHTgtb4WOBl/HCnIrL1fSVU18xTjWPSo5FJTC46iwwPNbs+5g4nzWvNl88+kB96/tqCjDbWGmTuY0nRoufACrA1NDXMS/NU+lG9smTVVS16EpTJjJeqfo69gHcollrjbfZRWzSidT0LYQfaVWUFV4ICi/Vc8cJROJ8azP8RSsAWLFoL2Py7CxrPDCS1Z4CIH14wtvNg4pl7gh2TNP5yAupbeH3hzXGd+hFCK2f9faAIhPwhw6Ly5GU1LneB5V5UI3dXuz+E5akJwSuZ64vCCxKz9PrCcy86p/tahe6EOzjYQ5pTxnHMjJ3rEnN7TH8/MjhmSK+xS8IPZEkbFoB7ww/6Wr8p7ugvM88f4bk9hAOz2+792nzRs/6q6P5deP2HyV8QC35uxeq87mCthK8DvE5jWYI3yqKxCOp7SkdqMI4FYgS4Jr6sNZaH/B4LBECAB/1IhH8PAogxooO6SrVgDAfkVzNNzy4FsR4N95x34IW1qrVxXxNQrWmT6a0/ampRrRm7rfUtHn9Fa8QEsCPsuWu6dJUPH9lmHNzI85o+h6BpLYBxPzrQ37526NY2X4Wm70d8HlvxRK8SioxPLwOuKwKl74T46L3eOdRcpTHf3/P8AQA6Y2EiYOQjdH73MFwcA8kjiY64QwRwdze7cJfV+BC8kvPn6Dite1c+c59z2aq5dRcobzFy1960lxGqaqvSEbRt5H4Zz5p3W14Yc3fcdjOB23sxO0dfA0b5LbwcvDmCxh2YQSt0S6q7V6duug7roppp2Wlklo7x2dTvHLANK4DpqKwPB0H8xNrEgcvfbT7667BuIgcCMHGHm3C4aKNuRWDCTVin+StTy+b7o+exADdh3dTUhA5gS2xeYi1bPustt6ej5wO8MuRbBu7fr+3mHBoLdZQmjIDQEbZhyB8VQY+Nd5ZMgeZuBCZc8wqNazQfQnWm7wWx8ZsWQ8gAVgM6k5f+Xi4l93AlaeKmV3FWSIOKl7PTNcEaHivXG1vfRftYevdeQ10N2IYBPri7Y9CMa+rOv0IDPgsuhgO2PFT7TQmvt4KRpcZSOfbLsHl1Y7sHiAIg4vRDzzkAXXfUnr2IMPkyCo0Cx/WU8QYtWynD0JnijS9qakBi7JP7XEvdrbyFI+yiEu6QUPWyllN2Qt9auEIZ/y0Ps70MC27cx+xNQRfiukwLShkMsgYerkiL+xZ+fOGNcp2aZYyqgHuA+wPBZWhIZpF7s2kg07PEeOpPMfquYCaYKcWnKSFcEm7EekFwHO+vA57609SfJWSLAWeEeTpLZea7yprCSJozbxphlurD3AFfTeeYVS2O7d36AZe0uRM5EQG70ONzf3H4wTtgpjHRNYj78syfIHhX+FczE/yK4DzmAt1dzK+Bes+ShrB+RiMuW9D4WNtJKUuZoHnLFrOoRAgghCXG7hA0NGots3Yq2LfodtXIOsZyHsPa4Zk/y23XwDQzSyvzOk+7mc/kF9ODu+d3x14uWgirL77wF02BhU5OUkXk1tknc6+OGU/9DNs1P7CvNbMP4KDvJrGcGXZlMb4Zrmxaxw6OXsBWOG8JVEE49mMYjnS/Tta49QMmr4UG54HUzAB5RggE1wFgwvNpXcYhxHM1mwZjMWlC8Vgn6/3VdN7+/oDlzm96UXTEu61nuHWvyGYSSgqfA7F9rYHMPkNqk3vgKy9zsOMNTOhi0HToAd7MmdM0xgMa+QbfXf7N8fxFvHFoXsxUWMHr9QorQli52d2p2wibLhNzPZe1gksrrC9YjzV5QCL9zXsv77KTdb6e1rMsVy8sZZk9LDKudYBf0bz+EJCsHZ9PF2W/HAuvEgDXruWhH2idrEMCEQVg64cylW+EcLqgiPy6xGiYdX8t4HUaywK8MYIGHUAGQEQ+AyEYQeNlLQbkGF9OF5imBhFluYzBU65ibPuLwWqBXcqSJGNkfOXPJKXmPTUfM4GGAO5zsayiIqzRfmsWkJF7sAM+Gx+CvFEhG6J86weM4ThXgl0Y8Nn4CEAbmdt6I4HpIDOyFDj9eH8uxROrvfTrLGhoJp2UBOAF9r0laLY0mXeNvRnga7TCyXWq1VDRd3y+lUbRjreCIj0jcs0FPYNanV4I0QEBqh5aB0wbhy+n80y8W8G8Zg6U5tBgsI3b1CfjO4f7Xrgm6UxVgt28gfz8b4/vFV9J5iACn26SoKHQtFI0NYY2XXMUKiPj5ivVRqtmRBJ29CfxcRYSsy6hs4U4D+MVGyxNrGlm22unFg1i6eNVAJ+f4HI6iQqcA2NlRgiiHCEGrvZGa18pYvI7C201mK4wADQBX04XM5whwlsWgmwhSGZgOunyejjg++OjWcD3sRbQgxb4WZ0no3L8E/kAAQAASURBVH1m6csPDp9OD/NUG0HvoQd8ZBCJSpxVyxgapH+Mq5ridrQyb7kSB95F7pgJ08ah23apcVWiUSUwTKfl+g9azDAO4C7BV2v5qLXiLtdnHoAwAFdTtuAfVECllw/0r4+Q+YwB7hh+gyLQWveC45p+NlU0HEBQC6ERDmbzYmBw02zY9qwSi+B5Pa5m94II8OerxNvouO5l7X8LXzt4YwQN3EF8QyD4FRBWjD5WkLVw0O9TkWVF8J1jfL6/wDT2M80IRUGDPc3dtQzTuucuVpKNHw2Mz/cPwJMDdWFeFTYRqyrQtaWdIEboMauYTokZdQl5hRD963vGJ7uHoMkSgZgqkBjPx3Wy4Oh3rfUCgGu/wu/s32kS+hZRaTKClYBU9/Pl/gw8uWI9mIFpE4v2LWj/XwjxKS/BlNjDmQCl+0iRkW5qioUAeXaJUUuVzt2Uz2Jj3STuRSvnNhh0yNp6uGJrWutd16dQpoCJDpJHm0df5QnuGNMJ4Yv9hbFSzKdtGWc79tndiWPZhx6/vXv3wGi0cekgMMHKA3X6WKr2vVbs//buvfKD+DNcbLDqrmTeRit7iDlK37lKK8/Vz/SCppeN62+EUltHA7if+2dgwUG9C6Xw1xCUrZVtptkjLtIWJ0WBj+901X2omUfFmwdUdIEJ08Uaz8aNKHBUQVArSZgAz/Ce0A3S9uV2Xbo5xnPo607iWQFTiQdKlIfQSxuf7h4W+MUyz4OmIi/aJ0xnDtwjZT367laE5WZ2tUNn6EhlU43PSNPrEhBWwPd277S11Ir/VwR/2gvNyo3M5nWwxsKCZYCZgPpsLIGhDzpeh1xXYjwh9Nt4NheQVGDC/ryLFiWOtam4+D5OZ1kOYIA8EmOvlcHVc6DWE/kVw60IT7anzcroLTrZpEGchaC66n16rwemE2qnjo3r9L3dO8BEQC/9EjO8KpFczuhm75bWjhlMtfU8JjthgvOMm3HIcyWkvdtfiPus4pK07SEcPOtv4esLb4ygIfm250jQgcV6z4BfA2ET0LuK8V5qUwlS8Vn+27mA720fwe86KWRHJnd3lPoxOXDXyk/PoEBiRQhOEDyLoPG920dgT6A+ahcOTrz83Y6BHCOsSobSji8YZoKDw5YHhAH47vU7oJHAXXw4IDHQ1+MKl9s1iOZafs+50jcAXE8r/JZ/F0yNyuhQH29OxMjDFfEdgBIDnls0WNr79PoBeC+IOedjJ0xnFVPb2uQwp1YOyz7stdtPzbA1CUdDe1gz22zatXUo5k1Rcp1SIjlblzAfS6rsXYESTzuQibuo8bIf5/cl7ehcC8Yrxnjm8MmNMGV9rIOQhqHFywKyG4Zz8dmKFYzaRIb43Wuby4UCFwi2mRxzo2YFhZwoIj7znesPZu0gEMaHa6y7J+IW0WJQDhDQZE2rmGWKjK6dVttCVZ1RYwGqhbmZllmFxw6S0tOZ8RhoLq097w1XngApTIfEkKnrn2EwFhjpJsMan9u9O+DJ7jQpcPRZRyG7VzGBQkDwnQgEAXh+s8GmFrrjGeyI03wUrx/ke5ng14DbA79z86h0h9E1jYJGOhP6NRP25w5+iPjVMX7z6j3pf4EZbwmdan0SnHC8YkTxuirU/Qb4rRsR1m2MQdD7CKGN+we9rE9FS+s6GodwpIw9MrKsQhlAXbuQ4pL7TguYgemMMG6z0D2rYB5h/0AsUvpcnebas2tIffE7CD12noBAiX4n+toQwMKKEVaEJ9uTVDflpUHPRYGjpa/plLBS3oCzQoV7AhHjt6/fgRtFKNFnpklwO3W56GLLoqFp5qnYwzwIYsBNjGfbNVzlOkXE2L7TAcwYuft6WjLaR+pHB6/TWBbgjRE0mkyXAQ4OfgNgHbB2y9Wq8wv6k2cXTT4ndF3Ap9cPgL2D9U/WarUUAHjKGpHifbnEonmmKGgQsPb47PYCmAh0kt1+rEVFuqfsZ01aWbkaPzH8MLdoJC0WIkGKfd+ENXgI+Oz5OdwE2NhK0TAxrvcrXF6d4sEd60fR+nG5WwiCZCVgSGt2yJw9txzI31/dnIjmpsvfMxOmU4BCbr+F/GfI5AB2sUIVMyG6XxdWtPqM6J8zZB50/eN8A4mrHLJQuMSQWGaZqXRHYDPG4m/5Y3bmV8kXFwm5TsEl16mmgYk4Fys0gh33AeMZ4YvbM7ADeufLiu3QPjinVCaNX+Kyv3gmQ3C49QO+d/Vwtqa14EyWYY9MkY+C2V1WB8u8/tblO9V3Qun3D3tcdFPUZtJsXvJ8FQ9gzt4sTgoAQuk6lVxW6nW3xycyzXfVpyleZ0LoCWuaAJf37hAPUFufuHZz0+F4ThaNRevp0lBN/yp7MoDdww7b7QZ+7wDHc8ZWm/QBYRLGCwzsbwasda0jkz6rxcFIAm9RizOeVacqfQbCWvb+s5vz8rxDzkroqGEVlDOwvxBBBCz7//0rif2xFiGraCHO9SFSdfYl4eKYfOqK15242Xzy/GHRts5BXYT8GthfuOW9QmQwtZDi0hAczfYqBAdKFrXDYwYijtM7ZZhhZsJ4DvQ3lCzsCf9V89o/yOuPjotzae8cU4O2xLHQFN/vhX4XzxphnRngDcOPjOe3c+Y7PYSWpSP/OsuWZ5Rtxb6tGNN5Wcw0sLhnsiOAAj55Ll4JnKxwDO8dXAdQl+PsCotGXMaNm9ezyrQl8gwe2G0HrBtB6btHQlACu5JvMWf8Lfx4wRsT8k+OlwNpI2HyJ4zhZMz+mg0E0y0gwuRmFNsDgKHz+PL5GdzWRUbWSPYhEuGRwH2pSWImwAcgEHZhQPBC+JiBfi1t0uRiIbN8ie/U0BvGl2LcQlgzVhFJ5vUQ4clzDs4NniRTxcB4+uwMbsx9qPWFCLjZrTBdrg4SDF2Gm3GFLy/PCqSs8ycWS1Mi6uq20aqgWguRhqF+fnkCVwl6ADCeM6ZTeabwDb6ngqVg/OJYmfPFsgxbE4XWvH76Z15S5gdIBI1m5hN5LmmJCOKSkyhy/BHXb5bOMuTxKiRtrGnfR0GjM4GG9ZbUjB9FYjxeAF9dnUVXIYZz87Or1ZKloXxv5oRZ+t36Hl89Pat8uzF71mqFta/ALmv6OAp29f0xfzMDXzypkhdEhnT70OG03xfa69pNSKG2nKiLTcE4qrBvn60FiPqsIDMdB11YDBBHpngATrsd4HgerFoDZyUAVUIOkK2mgcWiQZM8K8awavyBZ+5qB7tmwvZdwvPbNbCLSTZamZ0CAd6DJ4ewEnxHz/vyOZUHq3dVgCREpnOBZvg1I6wZj5+dzZnnaCVau3Fm0QAT9g/EZ58Y4I5x9ZUkSWgrEOYDSJ5yVDFyDTw218FES1N0nZo2HPEwFy6NYtEQK5E/YewfRHfTeA5T3KOxaHTgRYFhJhcZ3M49ZZec6jmroClwTaVwYSaMF6LNByLNNzif0rkEdo84a/OjoEFmPAFValajuEjn2su5YhVUKsbczpE3Hn7N2D5fx5jMoN7LM4tQsf7I/Up7SgfjKxHXp3kywKuA6SLgpBvTZyo8hV7afPz0HIURJwDeO4RO8LKj0FCASL8bGmfn3WaYogC4kTHeDgnX63NEwO5dmU9t0eAjEjC8ha8nvDmCBnCwIBcHgj8JODnZY+WmFm5fIAKRIYiX30bGDV3AzeUG3ZYyQUS8SyzmRRoJoUPB7HNsl0JkCDVGgwnrzYjnVxvQSBGRloyuasUKdwzVULr8HFgQsV9FUyjMd6pRZ5fGwZ5wHdagtQc/XcHtjWYqhMSobrcD+mddc/20PUE4Yv3YPZlnqErpbYMrNMozBg0o/YoLPi1+djnA7Uk0nyrIAfAXHuOZCEj67izouLHdSwycah8T4ajGo88UoHtTn8u4PykmpWHRcCRIO3WVGFMqYjRy1qu0MFDf8yQXq+Yygp6fjdsXxJwiQUm+9pVwqu8W3+lZGwLGi4DtpfjJi+tUxUPFc06BY7+U2iSUc1Ur29YP4K80SHWBSukYzNfKMKR7y3PXKbuuuk7hsUntrIx+IOwfEc6ioKHZiHL/iSObMyFAtqal+VHaJ2UqgIjD4tqmMxYq4hytPw7zOLOltQkghF7wADmGaoLr9WOm2RlOaxqZ6Zmve2AkDw7j6pksIlFQ88aytOwCJz927wDbmxVoT1ArQ6HV1f32AZgIfiVMdX/lEl5UvFHHEykzpf7irQxuFAAEQjgJ8CvG+GxdMHuqpOEO2NB+tuccgPGhuK2CZe26r6SuQbLe6RLo9W0tCWWmfxEaX6k7nvPShj8N2D0Ry3JPvrRI6P5sGPsHMvf6VNUusroPvvrcjjv9GtSidjijXqIDTAjGhVZjNFQRMF4EjGexTzKKoII2EMZHQQRQBqgLWLvMlCcFBKFCGuW43RjXpw9YwSdLb43XmAndiUc4CcB1P49VOgCkAkULokW+qE/DAK09cDHi1O3zo2r96CS+a3q2QhfvjwpOQd24uywslhZxGc+p28W55jGWMRqAGwPoRgLurfBFxNi9K3dr5K7wWnipWiI/TODX8N9rDm+OoOHCIpNIzOBA4BOPhyfbwuTYfiH+ZCR/8vqiAcCq88Blj+6WZn7PxAB5wI0EHnhmYreCBnsCeUFY55sdwtUAGgnOZZerwK7AicnMr39G4lEgJCcauVbfOqdE5ALhJqzQDx7DUxctGrGtgKTp8tseq2e0SDDs+tzuB/RPNK/4nNlOsQOR7iYCUyB/mjE4MiZpr790cHvk8USOtbsY4c9y8FlTsLyvGZeRGOAu9mWZ7lpzFTvJ49I21G1O9zRQEuQ2UUO6pPkMygxG4tohzPonVqGvoIYAynUcDPFUgqAWjfK45L+Sla1irtzKw194uMse7MSsX8whnTNkLbmjFEyo51aZV2IgBMLO91g/bhTBqv/WfTZnKqAULupkA8lNJrbHTNJX0a60tXsEPOhvY4wDlWcU5k9DnFUoVV/+ovugTJh1neIilisxX5XSsTe4rp0utVyToBYNtwN1cl7F/W35Eqs7ZzrPxs3NPuOmAJoiMzKU45c95yahVOZ5to1M2L/rwTc93E5cp2ZrF5/D5EGTA69FUB2uqKR4hFmmsIzvGAvkIo2dNh68ZvTP+naMRpfdD2vXnemBj5YWgDvG+rFY04ojYBh1imtVnKOobJhlazoGkkWDwScB/dN+tn9JeRKVcPuHea9s7APLpADIWFoxGsVRMv1Yi5paUNlqFWqwKCOiOes6hQcTpjNZJzJnY5Ye+9FeXOoAUMciEOq8ERUQNKfbui7gKEAHAvXGoqGXsqK1680edOLRXbmmoNFKD7wUv5CThOT11H6ICf16wtnFFqfdLiq/cjtaO2p40hVeCWAGT4Lb+97nGA09lLE/CpxiNIox2VphLBaN7tolN9liru/tACaMoUuWEMHLr6qk5lt43eDNETRIGKclMzgCoTud8O7mpumDeMwNqJXHQ+cxXDp0O2SCyEhMG00BbgK45zLw1jBD2aIhDV+sdxguO7gJ0cQ590/WJuzYk5WDoh9kEM1GWAds3L4k/oiMASJTFxjwhBu/xrCasH5C6PZIp0c1zEQAtg6rZ2hqUxVxKg+z3zWEEqakYVeZQjUmVrtrg8GJjHnWTpuB1SXNLRoMnJ1twWfeMLUNLf0SLKXyNG4/XSRSizEaZMc+1x7P65REAhHPSaswVDZHO1n/li+wCsZmoko4a7pW3wMKjDHM3QBrQUP3wjITfe/RX4wYLh0Qic/cKkKJoZIXYzB49SwZgW439Vh/FT9f1ITHxbYMdjxTKkyLtr5t0aC4NiEQ1o9tu8roE8YHAef9TjJ9WSHPPLukmtT01vUdBBtNf2RWh4bWl4K5G5ExasZyoGEVVOGxl/0mx1gs4mneSW5+Jp5G+yuFwgAXXadSCl27fpoE4AggljTL9M4e3bUTHESYzTUJ59METAReicV1dYkc4JqY9HhWKyVQdl3LeKa0DApDx6uAIeIwy1gy5wD77OaUce/wcCeWFgbgGJvHnKzRcwskmsLY0VC9q0Ki8xBryumE1VOZp3WdYiC5TmETMD3woMBtV8ZoWevQUDQgz98mDaDYSQiU43fuorvxTuicSjwEnFxsMZ1GvEPlvVL8wEx49OhaXKdYFHYbNyZG3UfrJlOjfx2WZ7gx0vw+YDBWtdmQA+Fss0e/GTE8F1erQgGkg0dL4WbPAsq9VJxmz14A1usJH148zxYNc45DDAZfP6HSdYohd6UTvqWnAHZU3FflW86SRUPPO+d7omdrDOhvY6B8ogNirXvvnecAtGBfFTv3Muf8Lby28OYIGu6w3zIHwmYz4r31tQRFoo1jZgtmtP+pr0iIB+exuiR0W0QtYemT7rz4L3PHWNVBkkE0SdswAF5qPjCAh6tb9FeCJJyT+Io8lmqstRBSEWNyAVgFEcDqOXG2aKirwC70WA8TVk+5tBIYdyi3dVg/FSRaMG4NZDKNHdZPDKGveeuovVbCPVZVma2Jf551Sv5ePYsEwTJ+DLx/fo3hdJ+IY63Na62nPBPS74DJk6/CIxvaQKUbUbOOBs1dH9QFKweDI2mtk4bUgGZwkT3LucnZlQTNakh9FOgSNK5GdgcA1FrTitGQ9/PffSP94TB4XJzfYrhC0uC3Ao41dilODKpdp5r5CnJn977D5ivjJrSgSBD+rVznws0M0Y+5JnRWVmDg5HE9bxGyw8MJ5902a2RrxlfbsMKE0mmHMhkEZ+G9hjpGo8WEquvUMUCRSQi9MBCyJyaI1vTFXFl9DE+cg8HLfskzKLlO1TFlXLSh0KxobAbz6OE1uluC26kCYW4NZQY4iCKHVqJQWF1V8SdUuk4V69lKtVk9t96MoJUXAaYMpYEPDqHTDD0lbmMGHj24yVmPHHDylfRXMPpWMTPDRZTcvw6lbacGfZIECJwsGpuTPdZPIx6uLBpq+eg3E7oHY7Jc2/VI40S0aMT5HlX1OQoa3C0IGuY5+Vc+UGTAYsJ75zfwpyHTo2qsOq9vPbhMFg3XhUx/2YzbKJRstynr1CR3tOsCBqir0TxxBZjwcLPFZjNiuEbbdaqI0dA9O7B+Fn9UtO1kNeIbp5c4c7tizID0DWKslYZrn8wpMU3fhSQsFnggnsNNoRRFchW04EaP7hazuCwi4Pc8eixuuMGVrlM6r9cd+DX895rDmyNoNBi69F1EuuebHT5aX4oW6hglW9QEq8ZdNj33sekmDJeM/pbTpc3vAjQJE4xOfarjV0roNEaDAS0O9HDYYnUF0CR+mc4wksWhqxk4CHGyCIkIcGs/t+BYE70SuQDchBVOViM2TwO6vRZsK5/vdoTN00a63AqIGLx32DyZp9Hj2J/m7QYiU1i7h0GZOm5UbBdis7rkqPnMLzITPjq5wvnpLsdoWJkojf3wDW5ZUVQoal0stY6npa41ZjpfYxlRLVtt0WhmdmF1B6LU9pKGLHCps9a5WoZ+Q9NiMHitSVRIbk4Vo73qJ3xwdo3Vpd6FUnhITKe1ClLpOpUJXo7RGKcOJ49LQbkZm2DuBtk7exeoYEwMMOHkyywQJCGcgZMHW1y4KGjUwb8KC0X4ahe73G9ZUDAaqapAey4JTUtg1iYXpivBuGxiNKrhtY4553gaIk4xGvkBY9Hw0rm6x6AxfhXy7Bhn44136ycfPEN/Q8aiUcVo6MvTBBoJ/Uq0NKurMGt7KXhXFT1prxpjOVvv0a881s+4XHeO+pEoQBbnIeLxj8+vwEPEm45x8oVwfTMXH4vTG4kwEjNdrNvyuS7wepB9O9/sRNAgWQ+r+de7tt6MuDi/TQy8paWz9LYNBYLMLY9bK3HrPVZB45AVQcct88j4ShVFzISPzy6BE1+Os1ZgAfg951+m9e+6kOMUOVs6U9xRQ/AljgJ0IHR9wEotGi3JmUVBeLHZYXjOdxb4K/sp5w0YBRQD6j9mM/ydrfb4qdPHszkBQIiuU5snAW40+DcpPaMnRhQ0Squs8DinNiFJbJ/ZWKoCQKNHfwNwF5UW8Tkixj96/inA82Dwr02Mxlu4N7wxgoZzd/iyMuFivcM7w/U83esRUKYKlR+98xiuAbcH2CBnZaDJByn6oxaNhnAggVqa3hZ4NNygvxH/0M6FxOwmLVWejslLvhCgSyxI0lg0SAmQ9p0YQCmOtuknrJ9OKLLxBk6aLrcnDJftYPqZB+bosLpccmfL1ah1PZcqN9tp1bC6DmLRMK5TYOAbm2d4sNmll4703lgEXX917+hASYDKAuQ8leqhBAPJzcUIHgN82/qCrFmymjAVRC2TbgmPjqtmFABEYlMKAz6QcTObj8FRSIxfh5AYpVXv8cHJcwzXwhQMddApMNfQRNepmatGHBYDGH2H1dNd7Ns01RK+0/uZo80KAppp5XRN7TqtvtoWn6nl4eHZLU7d7m6M2jBv2Cw0aczQ/axiNJpMcdmkxmgUzMASxHVU7bsz6W0X3UYs82Ong1L4ZkQGRtFLx3N3sjqY/Qj4XWdfoduivNeVYAsG4MWS0Q8eFAjDtckMhCiLE88Yc3n/cB0NigxdP3isnodcHFOnxge09Ax84+QZeIhzd4z+8W1ynVqspRHh2EDi1ruAjb0AQIyL9Q7rS5/anlkPWbTkj05v01mzAontp0OY44Z6uNVeMQNBrV0H5qb0zRanrIqH4+PNJYbNlBpPe22eZSb8zOYLcCxW13WhsCgGiIC5JLBp8LTzyBYNFVyNxTtbWoCHwxbnwx79jUnUYuGAUqvFW6RO8o8EJ/2In1h9JfgojdmlhDBEwOrSl3GWHNNQO8ZgXLLnd4uxarjGzSqDTwH9lmdKKQD42c33Iw2qXacaVsS38GMBb4ygcZeJGQyc9Xu8213Pa1ocggMIYuU8hhvR/reITUJWXeXqEAldsmiETDzP+x2Gm8zYt+a0yFwYBpVYXK/6wbd9ajkzYaplH0OHk37EcLmXQLia6YEIVf3VblkrFedCJBqU1eU4f0YRaM0ML8wJmKcdTpW0r7xoboqxEj5cXeHBehuJI2eidAcRvzPDS/V1nba3eDxq7+q9n/Hwpt3kX47GPnM2t7MD4A7PpVQf1xIQiuw8qs1SzdVsXndYfwYX8NH6EsON7EVHQQi/Ya6Js7Bmh6gBpgVEzXAIhO7JTfO81ellayViyuOemiy16vVeM4Duq+exbeQHmfDeicR2MQDxQzeumo1jVfxNC5YnngvnLj5fV+Kt4T51NAAkpti5w8yeHR7ZNTVMWXb9IPHxj8WxueOZ++iCvLro+sVM+KnNY3Q7JEapJaSBAY6KnKGX1KX989JSXbjW6Gd2goVMSDN8dzbsMfQew3M/i8fiqBFfaVxgdRa/uX4G7nLQsnt6BXDluoR4r5rmAeQYryPd5AoISHF1Z/0ew6XGflUxZVHgOhlGfHDyPI6xbKq++gfje1oQ1yrt4yGlD5c/6+KBH68uxaWNubCg1PC7V19IbaW45pLedi70LiqgAtK57lxI99K6vtlGLoYtzoYdhluWuVqau9CJxkgqFFmMq3F2FJI1+LTf4+PhWeEOloYSOb5Ew9MXUSEQ3WKVJyjPtLS11rNnxqK0jeN/NIUYm1q2QcT4vavP8vx0ri+r6fshgsVbr8u/1x3eKEFjEaLG+LTf46K7jVL8PQ4+G4tCpRnubwO6mN1h5p8c9HI34keCce8wBP3U7dFv5T1XtVkwNJU2YilovO89VrP0qjW2FWI3scPKTXDXO7gpt51jNCTAkG52OAZoInTX+9nayPrkddLfrRtJ8eyBve1up6RRtWv8Tn+N8z6Ps4nnXoB+F429JO5MQY9MoIjZ72Igk9k/QkfZxU2IgAQrNvN7UMnoLGqu7phXqwja0Hm8M9ygv80uBi1BKf0jJI4mF56MP1jTCEvud3p+c3hAC5aKsjL40rvx/KlMcXU9GzMx8Gh1m7KxLDJLS8HgKmw2hH37U5jKO6ClLT30eMQx3DFWCAnt1czrUcSs1bfN3mSF6jS3OXN3aKwA8NHwDN0+uq4snUUVcgKh78SVxt1O7eeVQdT9YaS9CsYlJI9Dvtt0I1a9R3czb1ffG2bxSoJL3x+uchFRAvjy6vC8q7Ow/HCe/kEwLoHnww7djbhu1e6gFC1OJ/2Ih8N2+RzENVHr46H+ufpDrT/3tdTM+mDCu/1zrPoYY0ncdG9lJnzcP0vr7yqFna/wd7tgH6e16VxAV48n4Sr5ed7tcNqP6LZz6xeAJFAcc3eTZd/Q+jwucdn+oLucWWkAgJ0Eg3dXOzhf9RUI7Bg9hUg3qvZZPCtWzUQv9QfimtWazTe7PQgxTrBq5OvANL+F+8MbI2gAd2mjCetuwpnb5XzoL3nqHQW4fUjBrdl1Sr5XAjKrh2GgTkO6dqNo6NmM7wUZWkXES5VPtQihSs2eSfJr78eZdjgNxQO0299N6BA1aruGRUOHYLXNC1uhjywdZLf3OSOWgTO3w0k3vqwsIGC1pHGcjuYf3ktrszDfxYwutebzLs1gDY0Fnic+iMOi5buxxCz0FHDebeH2onbrNGi0AjlrXH6wBFHY4Jvb5WdsM4zSVI8Y2HnsNWcC37SFmrN+13R/nA+kGlP8rGCI4j4uNlW0YdIVR5CA3Lul5NqqMgtkrYCZZsHgmdlZnnjO7PZquIhH3bWkzI1ntpUaW36KkDN0MdB6b1S40cpwMAHEoeGyWKw7F9Dt6mrn+ZeUBrZiBi/craxHxONh4VzdBYdo1NJdtNn/QMDaTXBbE3vU2Mqh8zgzipmudU5mMmb5wJJiQY9R1xK2a6jarOd40W2x6n0xj1qwAYALjUeK46p5g1b9lPyd3DU9dp1jdA2Lnu1z40ZZ56mxbq8ArICydhPOaGy7gGvfu31Jw0M+D3b8rVgStd4sAgPwIc213qOHTuoeJZz1Vrj4sYc3StC4C3oK6LCcnepYI4feq454lvK2gEN+wDYLhSHoHThW0z1uLHeO9R4NqZ8nTY0sVel3SFXzBswKODGAuq0DMAuiPQTKOHueITJmCdIsEOALIv+Zy9tLguz13Q0tMhFHTsQfIcTJgOYfvaiVeyDfzBd/DDSZFB2Mv39M1YsCT6VbpbpbFLV3fkheAK8KB/CR1rIXbPzAd3d8vwAbGpsuA/OUq5XPd3hRE2UbHAU5lwvtHronhVBKAMczfG+3o1cAzsxhqX91L2rBoltrC+7jKbAA4QAdqPF6OtPV2dgYwvwiCsV0/u46g2lckmVPlY6vbJ8bzcheHT7r5EO2HFdtvWwMUOqjbj/CmnL2yK+Ty9RbeHF44wWNGsl4EPZVGlWFF6CJLwczBnmuzZmndaXZc03cbp4Zj0lD+JrDWC0DdcfPSbW0dyLYY90SAIQjD8sxdNcOa5by8AeFp7ntOXYvpiJCa1kPEVoNwkyVwV8BUU7xMK+jbf7Akraqld8FgZ3EdjW/W+5sKdlCE9SFju44E/Ye1pYbglyA6v1mNre7oDWErrEGyQ0EAM8rnb9quNeaRnhRXrymZS87t2PvutbHeKk+D7z2MvOYrf+PiK99kXsMHKFMaFiuU4apu/qk8vkW1ONm9+roAlDh4zr45y382MDXn8M8EmZHuHGBA0uthpuwevkO554Qi1ATlsJlaAEz1m3amhdjcCVBBZJLRG2tIWJchU1z3HEAybYdmGLA9IshhGMYiMKD5MDjtXXjivviXdqsxTS8kGo0BQIHYNsQLO+LOOssTiPa6w02PszxlUOpDq0bUeiAS7tXttkX2JNifQ2S17N0FRP9KwMjis/KPSu1lRtbyljUInx13FDoCKGndBCa27BwMA4yWgT4FS23iUxUX4TPDeyKFNUFNDSf+rlNC1k2eI/ObdskOOMqnMweS/OKP4t4cse4CUOxv4tXQN93AHfAfmoLNcwEHjppp4EPQ0cIw51RJ1Wbxz9Lm7X81PNo3VsYCMFhDI2q8nU7x/SZ8C1lF0MHwa134ZJD7dffWWWHwR/LQcsLd0XP5F106sgF543QzJuwxj6u6dFCvVrUDmnhl+7QPYY6t4pSuoPtYbXMuYf7sE0vfX4saUkZ8ZoN5bEU6XLjZyM7XIZNMYfkMlfdhaLNCuT8xj+IwR3hqjpTko1Q0lmlVhubocsf0gWpvt9sXjr741t4PaGtuv8xBwncloPviItydddhjS/Hi8XMMxaIcdDvpFWErhYAsrmygWQ5urhwdtEAkDKgzHKux0wY+6mvAtMYvQupJkEae4RPp4dVv1owjvKz8e9eAx5Ixy320VeJIDSLUU0AFrOrEOOT6WHhC04XFzF9o2peY1Ypax2ABLc9DadoBaS3xPClfYrDkHUKhOtg6z7E6tPxWeek6urBOh1saigEgIkRBuCL6YGZt45p2XY9C+qt0okSS20MxFuQqmV74HE4LQkCM7x3YFf6tqdpVGdgeVzxR/zegdP5Dj3gNx2om9Le2SJgrTnaNueBuxBmwgF+TRiWxlR/XDFgHO8bVcyqCuKLLmsHGAWNe6oLKy6BxFTVGgb54SHKBQaw9x0+HR8220vFxsw6aB2Nz/0FvM8phYH8s15XZiny5wfCbt83A+ADE/zZOn/uyvMYBsCfGAXBS+AQJprhWzo/q+JQzN4FwO8dbsZhQdC7i6s1gnMjPW6IBfs+jXipFqhTccgD3QQmCf5/AcG3Hk8xdBujkR5aOr+xIGVrkewdORMFyFfTGZ6P64Wm5m1oOnCtJZWSKeg7S2firrNicRzmS5jyExT3vPXkUvv5uRkdTgKgEuwjmpolYFGFT46bmhmzY/B26EurbwBhyz0+Gd9Jn1m35ZarGHGuaO4irSQGPt8/gFr/yAVMa8Kn/jQ9p8Ka1leStsw0qFQ8MRMCQqLVlP4D+OLs66H6PkLo/aHC6zSWBfg6bOsrgVnF03jxiiJLIHw1neN720cvTvQi48FMd2t0iqjw+XekxCxpn5RDQ2IGVJOh2nk3Arf7obz0JFXKW5oPR8B3dh+1pxIZfrAQ5ik4aadzRwkWrboldxXBy/MHOBC0Am7xfqPzf7D7uMjXH945h5sAdlL0rXiDJU/6GDqQJ3w6PpL0lFZzD5qntDwCKMi4n4UBMIKdngnyAUMXYmE3KvY+VUmNH2mgslpm/Jrw2/v3AFgG8GW4s8hwCRed5hrYgTzw3VH6IiClM/WTaCv7WBk8DV+zprQYU6aYmz5/2LWEByaEFTCdOriOxfXlGM3oIZM7C0FGzxjP4p28Kz9nhMLtwhyF2ZmGzVTDM6a7FU+gAmQIDtxnAZbtw5yVIsWr9ZqowBL73fkev7H7YD5HZV5s5UiG1EbpGZ+M78T9LTtc4jFDL1ai/XZIOMGmz2YmjA8yLoLjoq6E3wDTmRQktTV/gLl2W+8GM83cOWZuKSzthEfnRhuLEpcEALsON7tVdQbLppruJy10TZq5CnFfRXj7rf37qV4F6fdMRoGk46uRlC6H5ZjlgRdJZzsTFFRxFT9n52Z3LUQGmDi/r82UjCswvnMCYuCz3QM836/bipvZ3JDwHXcSt5KGeYw1pKFss/u1RGpScrH009DVCLOK4ua7pFQw7ZfpbSMurJj/2DAK680dgiZN3PIuTPgDkHvYkdAUYklDf80rwQEGF+keOsdCF4tzz6k9yxP99u27WZfTMaYTwm+OJW4hD4xjh9CZ/WDFg3Nl18gerXCf8OhsJky9hR8PeGO21ebb9sGlir69ufCeCV9NZ/id60fpktwLuPw9MdqmLcOPFO4RHUJ+nZFSM07sYgVewQUelKoPd5TrbwQmOA90e2C3HcAu+x+TY6yioFEzvgDw/15/aAaFkilhpCq5+9DLekWiVPoqGSRzT+aXqSIQAMgHhNAuzJSe48yE/erNN0BTnG/H2L9/BjcC3DmETrQxFrmP3GFiBzcB3x8fSR9mbQKTCAIWCDk7GHFJSCIDR4HBk8Pn/rwSkIT5oJCtS02rGSNlEvKs1ZflQX8C/Pr1B/kMGYGz3o+DQlIUYJV5C8GBXRYeJ3boRsZ3tqUAShPDjy6fI8t5cz7MHcKs+m3hWhaZEKvN0rz+fk3YnxO63gORedUiYNlCNE+GsCT46j3jjrF/QPm+I1tvpEllHkphD2aMUgG7Zmrlrkyhy7nxq32v29NChuQlPe+MyUptRybavD/PBKbpil3qe+87/Prz9w1TXZ9TFNmlmAm0CviN3QfwU9uiMVtTJoS1MB583c/xQex296gX5oHlXtqUm34D7C9yymrFlXVMjg3+FX6okea6LgxGwP7906Q5ZcfJjTKA4CbA3Tpc365iUbEcON5C+zMFSTw7XAnpKryHQAgrxj+8fR/kaYYSR+6BVIiVQJHxm2mbKwtkaamOdO2ANcw2F6LJy9ZH4kin4My9VFoliFkEJ16OZyFibN8bAAa+f/sAV9t1obhZBM6KGR6MELrwntJsWQejtDB4GyhxjU16YXGIV9NJMH8DzXWshfriZ/09ZD0KhjkKxylVMlVKuCjQ1XjDs5OivpTPrswp8gRePggr5EB9Fvx9FU4EB5hxaBZJ5wwNT2PMBRyt18PvPH+UizQ6xnhO+H+3H5fzDQw/deCO0t6pMqMo2Bdp4Mghjd2u3faDTapc/hZ+vOCNcZ0q/MyjawixVO+GE2YusMMX+wt8enmB82PPe6XxsS5OXdSeKkJxqnUgJIZS+bV5UDcn4Ycig5q1T7HqtGGeOc6p2zKm2z5zJCz9bfoR3GXmL8sEjF9/9v58vXROWvU7CAMzOA/0nWF2l4nJIU00G6tS/lD/yXyDX2aWi0qkBPzq049SEUHqA24/XEse705ytBeEPiLxKTjQBHx3+85MGxuYQM4s1B3ASdAAMBE+nR6WBcoiQ0+Tx7qfsI2u6QWvrt1pZXa4xIDDMaYT4Dcv341z5tSAZcxqJs2Z/Z65TERC770DXFYxTcHBjYzvXH8QBeZMPHjXgV28N5Yh4VxJNjGpKNczu5rkLCxp3SOh8xthIobBi0XDifWkb6T1zZpIF+dazj25pwQCBo/9A7kzU7MSNGaQih+SuCiIdGDe1Y9C1li2jnUWXkqGxU0E7wlhmDOLytjW6Xh1/eqx77mP1ruA2/2A3xjfLYWS+NzIHZyX2ioc+YIpOHQrj9+4fg+864A+JFeuJFBy2RYHwK+B6YTQX3XROme02PG8bd8lqAzkOk4CFTNhOmHsHsr8mum9azk/4oYWMInVNq0dAbfvD6UQY5grNzH6G8L+ZoWNjVdPOMi4jxZCojnTZs8LQcMDwTvwivGdyw9Ee1tboODkXOrHDYtGYX0CokAzr4Ruv5Zf6sUxd0Xb1axDiThJ/0Vl93ivxeqZ727RJwsuun1P7tpnzy9wfbtqCowzMIIG+oCNk5pKKrvdqbBqfK2xe1TNWZqr1o1R0O7Z0Sq3Pv3hWQuLxseI0cWGpT5QFtrmY460G9U6x6xfBb1gwjAGsUC01j2eK79mrF1ME8+EKTg89af4rWfv4iS+F9ils9y7EJU4cmeFd4iVwUldVeV8fPr0Auso4HW9x/4C+LXnH6V5y3ln+F2H0GfeRgQnuftW4aTxi6pv6FxWlG4/6BHCPYol/4jAGp1fB3idxrIEb4xFw5nLrZpihOwCohf78905nj85LTQBTWZ6gTkBVIAQn2EhwIZhVt7IELNkbTFcJ0cEP4VYGTxplqIvdmTAOnBUzBCcZ3RbgG7EjKnjJGKcdCPYZc1H0lIQ47PHD9PYEqMbETVpYaIgJtmevDDvrhIC7iGYHfWIZ7CnkojH+bTW/XuPH6ZKp10XcPOBg9sD3IvG2DljgWDCyB32oYcbge/dPIK6lylTJUWk5prIwkpVgTKdmAifTQ9jEapQxG5gClh3E7iTNurKtsmdIjKPGncDx5jOAj776kHRoWqMZi5UC2O0hcjAcmZCoMhoSFzMGDp0e8ZvPjNCDRNoCqC9S8y/3ZK64FTtplfUYIh3sTNVqCkKBNMGGB8Aq35K7jhi0Qhx/Tm5J5pNWTx/FO8RDQH7R0HGbYQBWwQyuaq1GFpqVBpWgspyN7K1y643ihTX1qJJExB8Bx4yAz7TahrtvWVolMgXPvTx/d3Y48lX502mcOIOboz+2JTPwnoz4rcv3wFGOfNJuDQCbVovCHPoTwKmU2C4JLlnVX8+OGzfJcFFLLFJWtQQAPxZwO4RxZgRUcKoNWWprsGslgdyfIpWstdXbz8wNVIcIt5i0QhPQP+cQNddsg6nPb0LahzkcuExYpHZQ3DA2uOTJw8jQxitsnpeuEtnQ6w91fqlM5Z951tukgQtyrnwTIVv9dgIruIsiHWULJV6tgIT4H1ym9V1zk1TGsPtB/L7k8tTjNerhhtdOazCLTQQMDAGzO+AHXex7omZt33kM6JgBcXk1snRdS0Keox8hmphq3WHxLU0T8q6WanrVMbLZhwQvAjHhUCu99juPzEw+g40+tSe7m1AZdHYZGuQKA46fDWd4/Hj88KyrdbMznHJk8iiJHcmq1jafXWSeIW+DxgvGL/+RBSTek7cxMDeSayI48TbMEHi+YwSgZmwZ056LbtGtx8SFhJ+voWvObwxgoYVFtR1ihhYKXfKYnJ8vD1D/+UAJiG4BzNh1GAYDw6UmFKLQBIh0GeBXLBPn2EIgvfAPnQZIbNFVjI2dUWYgrgBDTeM7lqYwYTMXRBBozcmVjXZE4M/W8/9NeN6iKZDmN3Rd1i7CTx0CSmrNrqlaEwV1hvI+vAaAhQCMLnCIrQERIzp8xOoUqcfPG4/YvS7bNFwav2J7Y/cY+87dHvg+1cXM7eyluuUMr1JK0pisUgWkMBwE4NGh0930aJhNKAcCOQ9Tvs9QiTspaYzaq9j/v/k5jIR0DH8eYB/vM4ELY5pcA2H1wjNZAYcY1DiuRL3nbzOPjh024Avn1wkQRgQwuO2UkU6WRiUKTe1LNSFqF7PbCFQrRmn35XQ+VPG/lHAyWoUy1nHGJwvCJK2We+NhcQQREGtHzzo3R168rDSY/a3tpc0roPV4kahUF2nUphDtGJN7JKygFXzjDBnkHR9QmRIJwIP8R5bJiu5ZLksfAJwVPtWI51ndanc7wa4z3NArghPDI0NIG/c7Vj2/3S9x5dPLuC2DnCcMhm1tOd6lvkkYDpjrJ8iKR6KOCcm7N4PyXWq62WeigP5fML+EQMBbSEN1TYrU9jKXla5TpFj3H6Yq5ILznRJKdONwPAc6K9cooKJ6Te4WbXXs2vERvixOC4A5MUaO2wmbB+fwE0EcmzukSg6KLpOycZmlzXrukRaB8gc087QlVTVWs+nARtLEEDJjShEDXpi8gFwJ/veG1zCADgEkC+Z93odHDG2H3lQIPinK9DzHoV1awlU4ecJbuWxcVkIbREJsSLomsua1KPyTIvZmhRf2rETI7no2u86ZIWSq3C0xi5aGVwLtKbEFc7E0rCc2aADpsqCl7QPpUXQM4FG37ZgMZIAGzYBG5LK7gjCM3w5nsN9vk4K05Tkg6MSR11liaNAGVJ7Kf4uAKsvOvk8vjc98nj8+NzsiZxRt3UIAxUxGrIgpRdFCIQdA26M7t5mbW8/ZIThDmL/Fr6W8MYIGg6R6eMoaMTLo4VtxHWK8PR2g9UTOj4oyWqIIyhzMZDPvpWUfdfTc5GIpMqkpO+SYTS65LqEoDEawjyrRUOGQeIOsA0YrqmwaDjHOHF7cIckmGTGhbH5Yu53nkzKIQiD6Qn7KGjAucQkF8S9QojtiuNtKWPGPHgGjEUjE2lEIu9itg55fPN5Bxdxbd977D+Y0O0ZoaekacljEI3iGDq4PePy6rQgssQR+daCQCEwlsNNfs+B4Ubg+9uHgM3cqes5eWy6CdwjudEVwXIMqCzjkRllcgx3NmL9uCvXVhn6mkGjauxAcoVIRFh9xD0lRieAMAaHbhcQnqwApqiJBWgKcHs5e8n6g9ik0e6JJQ8YTBG7wCaIl0QD10ff8LS8DEwnDP9wwukwgrsuWeHUEqH7o2uVXCwajFZ6xhP6wePdd64lPqbFOHN+ftZEOoMAGUZfrX8U5G7YZ4v251uRLBo8OWAV2sXQeF65vKu4K2WCR+6iBhHwo8PmcSWQxCKfU+jgxjIQPwTCw80W4ekK3V6YYj1TMwFP1ygQutMJ0ylj/TRbI+wzzAR+T/AOsVgaNypQMbA+22N6NKUYJGGeObtuRPAcRdaIG0OjmrucN72/8t/uA5988EEQH/J43tzEWF0xhisqlQzaT1q2OSFQq1eKWzB7TpEBZC9WotXjTqqYJ6YSab8QcXryFWriFDMYtfg0DuliUog6ninuS6oErVepE5zemfxpGqOhFo0UY4CyPSJG9/4OxMDwrEN/TdlKZJavRv3WotEPHhsao4tiXE+yL2ehyWt2j/iRZc41nkfvtFq/bPygZD5SfC3PharNFiR3RpR41BlLY0dsFCgZT1mhlI1FQ8dp04Nr7JwPDhgndM5Y0SMeFaWWfEYnkwhp8REfHJ5Op9h8mc9mAEl7DAwuAF3F46jgGfG3i9aKzZfZfW89TBge7uC+XMV5I9OFLUXXqbguQfaRYwIItTQyA1vuklIwuX4DCB/uMt/yugO/Rv++BvDmCBrG1cOHGKMRkDU4ERk8v9lg85iXGRcLFXOSNGHxAKhLS8skbrVm1lUhgdGUylg5IVvRXIpWWRGW+tUPzz36G0DrdYkSlnHe7xA6Nq5TlOLPTj7XcSiSCDlI0XOyaozeYeNGhIabRIGgjSXgLmtEDYTYb4gBY/X6AUmrZeH0M4aLVfvWvcf5h9fotgzuY9YpsuZq0SiOXhDedDUkIivfxy1suOQ0GS95RQhREN/7x9szcMfJ1zVZNCaPs34H7pDGlYVFxGcz8+i8EBRyjJOzPTZfypqqi0Nhoqc8RgCLFrkkRLIIuxwtGsmlJTh02wmrryLR1vZ8QFdYNDIhRYhWDIqWI1f6szOMhjUKVxTH3cUHKAC88dg83OGs3wO9aJsH8vPUpUU2njYa86BkuVwPE373w69yemao8EOZgVVXEE2GYMabLRrl5ouwIS5JHQLgyr1I2VzMfQdkrm4EMBG6VcAKZaXoQtjXc2Hnr2sfBZ2RJZ4FTuJoTj6r1wvxTEUrpbFohEB4uLrF8MTB7UTQ0HOTEw1Ua8/AerOHPwvYPPHJdapIkBAI7793Be7ls6Hz2Jig90fnt1g9Ega1A2elzAFgnisllNkv4kkI2Lx/C3PlU2ybZ8GVq6uA4bnBUWyYb1tV3Bw1tb5Z5rHAUSyCBiaHs/Ue68eR1kQGVHAEYQwxGFzTu7oya1cCtWjEfvIZycJ1YloP0CtrUUxpU60LYszON3NFCl6CffX9SpjUfn/Xh18BDKyeEoYrSgzrQWAkt9zVasImuv/wAaVBEozicy1l1sz6wjrF/GwKBo/z9DCxlMpox/Ni50EcLQ2+0W98VtKXG1ob6Q2A5DJbKpcoMeZFP8GBxikFg9tpWdepYTOJkEYyn33o8HR/gpPPubDKawa7ofMpyxgoC7QuWTSye/Xp50E+Z8K683j34TXWjw1dYMBNAd2OEIao0Iu4jgmQJA3GzTY4bLlLMRpW4fHRh88QSze9hR8zeGMEDUJGNDbrVLZoCLMw3g44+So0LRoFAtPfQ8XIhfx9QaRV06HtihqjcE2xxAockiaJomAkxM0lF4ne+WQ2ZwjT2N1O6K+lH2VSnGOcRotGYjxNjMbZ521tqrhtSIwGeWDynWgnkttPRsIt5rtJaDQbxSEJhAH4oKUd5sTNMoEQmnv6uU9aklU/4aff/QrdPiD0FOctDL3SGs9ONPcj0D03KVspM+Kz4spKIOKezlwDPMN5Bo3As91GXFB0DYIIGpg8TroRocM8qxWUieO4VDnjGDng0ektNo+Dfbg9jnrNlPlKa6jm/2zRUIE4MGH0DrTzWD8RwqTaLZoCuj2E+XdeY1OzpSSC+soXbgDBFZrIgaaCyFB0naITj/curnE+7IR5jdq/3vnMWLSsYgtMh2qY18OE33f+eUr+YNW8M9cYw9DE5ZJxOEYRtBsJKsW70nL/Ue13wawiRAINsQz0Pmv9LETmjop3XbN9H/ECHECjw+kX5k4bhnkKnWggiUV7DHEdeWd1i9VTQreLuBKNuB8LgXC22YNOJ6ye7GdugMQS+/N7Hj1OrlN9FwTfkszt3ZMbvP/wuQjnRliWuxqK/lOGuQXelQ1Dozj1d737pHCdUsVBYEI3MlZXHqsrLt5N7ouVpXrWN5eugCAjnHkAnnC22mPzOCoKirVBdJ1CrifQVUw8GYHACBrcUB4UbjjpZ8Y7dtwi2FCyVGflFQGxPk6OZUBy4fWVe5GtseQI+P88+j4AYP2UMVyX+1G8GCFbgAEKhM0wZSF06dgdkltY+khCaPzbehroGWMu+7fpbblleqz6kbiuvC9ixXX598Rgc3oH0DTimOOqSO+BMoOWDxQtGmUWKx8FBppkfJv1KLFPkPn44HA5bnD2+ZTdYeNaUIjntCsVeGRcp/T+gYHTz8fEK2z6Ed88fyaKWDN2mgK6HcC9Oec+ZxCzc2LI2e+iUtDG+v3cO58hvI3R+LGEN0bQKAqMAUnTWVs0eNth/dWUrNkODSYuwhI+VKJUu0oBGd+KJjQycFQFP5rvPDtoMHjhYuBK16kQtSzudkJ/CyPQiDXn1O0Xg8HXX+6qQXIaBjynoEEfHNZuBPd3m5kPfsdmDewrSswjNaBWMHgxzPzF5vNdCgZfdR7/6INP4fYhuZlZi5ZaC3y0Aompv8z3LRWb6aCW0EJKBewZbiI8366lCJVhfhAImKYk9Kk7TiswEGw08lEj+mhzi82TuH9GONXsZjOoxs6GMdb+RKNIsAHVITi43YjVMy76gmchKB1LrEOxACGPBYjrmQlMUHcFIBEzFeycPAAKhGE94eOzy5i8gJJFozNCSVorBRvHQ8guDtHFAAHY9BN+38mnGKhkYINlTOp20zrGdut11r0KVruN8szGPc3Moll7z6BJMmzZtMlxYPJDtQgRulmMBqfzzJFRopGw+XJbrVfOokQ+Zy5SS9uj4QarS3H7s6mgU4B1BK/jCYSL9Q7DZkL/9HYx69TPnn8mZ52BvvMYzGTe3zzHt86fSYBqZbFqQmyzDgbXda0Fzd/74Iu8dsQFcyXB4COGG565782abuApXUv5IN8diswrGLgYdjj5yqfsQNl/Pe5DsnQRQAu1iWpFli5FPGdN/NQQEC3DHRjGyhbbixbNGgeqZZ3t/bWDgIzh9599F2BgdcXob3hR8J8NNbqPrfoJm6i5b9EWi7PkA/mwVTi0rrWoj7SyTsmZMu5Y8+llUB2dSiu23QiaHrh+t4znMQU6Dc6v3/HBgcexbVVUIZWA0/UeK5Pe1jPhelxh/cW2EJ5UuFp1PlvrEz7K8UwpW2AAVl/epM9XncdPnD7F5gnHuWa64EakelVWUE8WjXT2CXt0OfDc8C9/4OK7X486Gvwa/nvN4euwra8MNEaDOSN50SQK1g5MoD1heLadIZ2jwPiOA9ksWCCQggExCKo6LZp1KqW3tAdKNSbIjKzGaLjdiH6bEapW/BxoQh2gpsHg/ePnxdjYuAaQYGEZSyDJcrWQ5af+6BhCoy9aIsYM4zPaaMv8qtrL/vFzuGjOXjmP37f5FG7vk/XHVUyQ+KzKmnW3yiQZRoCz1cZCVzGq9kwp8SEP7Pcd4Oo9BTgECaiPbTcZhUTQ1KIkzN+j1S1WT3dpPVIdjQamyW4AbUYlu05Jf5Y5DiyatNVVqZGkEMRqpATerJf1MU71JHTSs7EJoXXggg8EA+v1iA83z3HS7SVAlWSNC4Y33bMjLikDFAjrbsJPDV8uxA2Vf8rU5oXhmhBpqNdg8IUxzPuIrgqBMHSNYHdou5TaWBR643lWvEAT0Omdrp6TpBFh9vl5t8PquWrf813JhQTLcQHA2bDHej2CLq+bzCEz8DPrz4QhZhEuB4MP313d4OPNZWZ205kt5+ktmeJ53IRHzk6mz4CAf+T0sxxsTcrkxbgXz+iu9+hvctA7VfgbwJy5LsYR62hYtxaOSiFPOO33WD0dUeQfiEqbMZisU7LQ8YcJBjfPy/pQ875rcHhrpNbFUO98yiZozqWkRq4ZdzK0IK9jvQ6OGN9efyJuOdch0Z+7CgtaxdKq8xhQXemWm2Ji2NvX356VMtNdfaYIpLRVn28u4ALtCXltJSlI3gCl+zbrXhpXvCd3JZmheL4wTdFF1u5jpgsAcDqMZX2a4LCdenRPros5qWKul2wQmd7LS0J3jPBGDLivrrKg4SZ8vLrE6tJaSzNdkCyLbL9CYdGA4ISRjaBh1uFn15/MvQjewo8FvDGCRo1AC2EAGQ+5keCu7iFoaJapZGLPxKpgSg+0l9NmGoobcjYjqxH1LPmvOY69sGgEBvYjurE0tTpibNw4C0JL/V8apoR1KJyYZ9XShUApO07SDBKXud5nk1v+6hAkTTtqJkf68jVVeHYlQZgkubl/avUFaNIK3Dxj0jw7qWsRpMihRf619pktQj40L2UyglTQToHehqAi5FSE2q5FxMLkcmJede2JgEfDLbqryvpUjbH1XWuc+lKqtF5o+SWWZLgJiZGQ5xk0NZiIOK+aCapreFjGPREYO0aW+Jp3h2tJOhC1cS0Gvji/d1RwJxa/5G/2VyjSSBdrQiVDmxsvznodtEtGKJdm2Kj1yrEW94QBrZHSd6G0aAJJmLLpd4HsOpWKypuzkngqT8Dlc2M9rZnN0n+emXDa7dDf5vz28mL1sxgfcNrvsRkm8PVNkZo2P0P41vAkvS8W2Nzew/4W7w3XTSvCIlQHvagnYzTWRMBPDl8VKNXOw3kGbUd0W9+cHzcE5GPAWjROuhHd8328v+V58Cqd2G5eAFe2DJkKMxxpoXYXNAxwgSsjHTrk6krE+N39DQCgvxX3ymN0AErXKIhyqNNsZEe8avueNVuva4SZkiHi5WJupILDsiAgsQ7tUXYqKFa4sK7V4Zr4s0x7y0yA99mVrRL2VRG37qZsEYy4aD91wOVzozxySWnZTIeOLPSmzFkA+NllukMr5/H+cIXhKrppURRWYxwha2VwNveHSjoAlgx5zsS46Lx+anj69bBovIV7wxvpEZeDbsvPxf2IQPvx1XZIC78XWuA24kpI0xKGSBRmDBgj+lqWbd1VPZa322NmkRBydlN5AWJ8DwK+2Hzr89tt4TP7yN0KY7fAhCbf64AcmHZPG+Ri5VuGZHJqEraAwU1Nl7CamCe3GZY9XLsR2O1n3d2ZRvIuYCSVQ3KxCCEF1+cBcSJud1qrjmA0aq05sQiJF90WgU+KvTvaOlYPI66fI8Yp8WzPNIVw8fwrhMQHN9ols7fp7L2gYD5rd9dwh2Tze/EdsKEJ3T6AQjd35WwBi4Zz6Dx4v5+NW+f7yN0a5p8zM8nAqduL0M3m7sUXW/0Xa3jEPj3qrsshF2loGTROwvBUwu59YV67Qv71zsPtp8UzlT5nFIJ+2ZbZt9rC+oJnRfAMw6aLXepax6e1J5bidh65XvZxr/SH7nVnOxfzRZG8e1etvhcFkbMXGm8JnC8k/HHzGNmCpUeDxjQuCPuACAC1UicEB9y26XpLcJllJ4vth92uUMo+cLdw+9JtVpOgHKPsSmtv2lR4VGd5fE3BGvNfB3idxrIEb7z82DTvvqA263UB63LUxHg1Qiiqzy402kAMrxOwCaIGFupHVBAOEtmXpHRHvn9sDMgPDLj5q8AhS9UPCH6Q6/FSVvlXOK5FAbWGxmOhia8wTz06c1Q/4jweowVuvndASXIHKINUuyg14zDu2UeBA+6y7hk4anvqZxrtSza1/GAdHPw6wWwZ7zlGDYamFsN6sOPXcDFeEzBGgRd8v7G2Vlm5AAV+atGARrtNC89CH0t3+41nRn+M4Y3Z2xkD43AwZ/PL8pktuMtnNQExaLMuXDJaMIUOV2GT/pYMS3lLVYMyBScFvWjOgNeMBDuAhpxjjoeumR3J4orm98dCI+MPEcDrAeprfTSmPcBMFfU+zJpSC5tzdI2meZOHkgNIliTj91uZugFZ2xu/XiTGoSMpiHgE2PS2wP3ObOHnzqVW9kWELFoNAEn61G0Yss/8wp7chDX2NsWIJiCIfduYhV0YsDsiwXrRExuCFu+RxxHZlMz7B9tHyZDaYPB5WyIEcF/N4Z7COzPhJrStrdkHfN5WGFy6o4EdeOgwVS5Z8/bMeXhF6mVmwlXFuOg53Brn7ADCdVjP3l2CwAupYaWx2eeBSdYkxgC9Uly/ZL1Y0Egf2vrABF4NRSwFMPfvP2StTl1Vk1zE6xXQSmomTMGV97XZSfxBuJ9gHh+9Mlmw2s+127R0taaXmrwgBIcx1rqpeYFXJuswsPO9ZOhqTOOgC2jEnzNYDYVL4KuAu/BNzlB14KElo1Cj7RbfQwzsQo/pa1M44y28DLxxrlMUkU7ogdAvVFWOVOFQ8GX97EGIhEKD9u4EB9CDCwAmm5EhNup2sw8dvje9I58xwZ90wHpVTiUA49jjmT+FrdK5BGEA+OI0M2dnK4TBoVDOOV2f45iklptQDd4yPsQI5xvJdhIzCi364iL6ilKDwFR9WyHLq7NGa/isVdAXmK0GcxKYMJ12UUqC1MyogisBgM9P8cX+IjL3867DAPizVRqX7js3YgiIkDOJHTqHB7ZIXMeovT8xYPDg1sVz4R5cgDvgZlrhyXS67K4Wx/LFdIHbqSKuRrBOcyLgmT/B5f4kDqmczDG1bohV2I5Z5u5iLl+lRlbvLgEY+uxGxOXPJSuHTXEaAuG7vtINxXiAXeiTUF63NJ04dLte2gDBn/S4GQfQZGoHLMSutDLeyJwo+X1LHAvNU4PCZKmKzMtvTg9n3zsPfOofxAUBbv2A747vNddD3imF5JE7SWFdJLoA9rEOjbZr5zCdOvB6Vd5rawB5BcKVi1qT5j1PLrGQWLSFWjDhfAUKJPNwxrlzYXgzH3djYbBWI3++RugJAOesdTR3H6WHF6JAGDs822/QAmbCCA/nUbqnNZ47BN/15ynF6hIUSpy7hCt9NABh3+F2HNBX5/jgXT+IU3n2LjFw7VdJ0LBJMWyB1SZcnM3uGDOBzs8wdJoqlvKAK57A0rYlQ3RgggucawnVAqH51cNJHFOVdtlRQ3mka3HXHLXtmLb9+bhu0IBXKfX/gOCuc/PDhtdpLAvwxggadRq8MAB+jRSYWz/zUhqEhY1XzZOtUio/KuTuGP79B7kpRkr/CSAFON9MK3xn+1G6m/tzh81ZFjQklSUw7nt8NcUCciY/vRaRSgwlyZpMj06lHybsH66gQWYWCRyDDxYDb4EUJwMIfhqNRpM6xu7dtVROjoXt5lrJnJaUCO2oyFiRsCWohOjHmvPsGwQehTMtqGeDYjujaa+J8v5Bh27PKWUjuTkSDw9P8cntA0nF6xADxnPffgPsH4hFSYUvFfLKFJUE5wLCEDOnmWDcNjEoCX2ujCspVmeZxALPM7tw3rA66De89wihY1ztN/iyO5/tWeGdx4Tv7d7B1W5dtY8UNK71WkCMT3cP8NXWCC8LzFsNUoOCgSBZfm64k9TChkkpx7hg4LV9NRjCWShOPbYgZzicDEX2mPR+TaDr9+Nd8d7h7+8/avZ/68WKBK2sbO7D/tzB7cWHfgoO+4c9bnYr0KjMBnLdiqrvPt7hpTuUB1GNmxVt5fUag8P/s/2J9Ldnqa1CE/APdx+ldq6nFX59+2ETd+QjGCV1lmJoYRClURoSQyqIx/irMmsPYX/uwCfDMrO1IIDEBvK0zbua7CDHioWUNpbq+8IkXUdcoSmancEFzIT9I8GD5JHasppxiXvJmbPuAop4ZP9wgI+kom/VcEG8i+9cgAkYdz2+2p419yQwYeRg1pqgNTmWmPU6yYkjxt/ffRMunclKeWSmtqgs0xhCzlblwE7SpG87PL9d42FssnDfqc7xXTFv9tzrevpYB+hyv8F+6sBdTvpx0BSq43znHNzVGZoI4eEZTvqnQvPjuni4mZXrLggsCWTIQ7IeznCMnjtRIEyhkxi9rrtbKROFWTmDufzVbK7x+QChu19tTyXu543xq3lz4Y0RNBIwELwThvqUU3rbFKOUNAcCnc0BvQTxcYqXTiHlo44frSJCP6iFZYC6gNuPToS5CDnzUFLYxZStN+MKv3L1DQBC+/YPCNPFKo3JM8FNgL/p8cVeENmqrn8AwOZw9yeM3XvriECB3Tsduh2nIDNhSJCIgSNGuEv712Kc9KuYvtFabrouYPveGm4kcSXqlHfSBVCCEtsgLuYgbjKUH7UMuMkSxJHR1jF2FLMsReEs9JRzokdkOJCmppX31JWKmbB76LB6zjFlLOWsU2bOu/c2ePr8YcqQlapux++nU1lzQciU1kcJQFpCJjjHmFaM024f01PeLzBcCkGyrHNfMZnMzZSXszYiwdt/eAYepFBhAKVK61ZYEQIp8/nt63fw/HadhZaYrtEHydcvtUYI6Bjfv32IJzcnMr/i8GSBvUUMPTtJLRrEQnXNvaxVYtgaDOaS0GCebwlfS9pazULGDvBnQ+GsartPDEbVjNZboCB4629d/3R1bmQ9r6d1KtgndzO6BTFh/4DQjSLI++CwfdTh9naFbpf33Kbittd53U1R4M6fEwNSDd3F9K4uMQtFHYZA2aIBKfj5t69+MjNXEKGy2wO/dvNxavxyv8H/478xX8z4nmZTIpY+tmFAWHGhNGIm7LlDN8aPXHkOd48I0/kgxUeNcJL2xL0g92P2VBltVVhYmcZD6yMh4or2+bl9r4ObIJkEjXZ5ZiU2Z2J2PislBQPYvtth2hCASANjGrM669TuIxHww02Pr25O0Nl+khKEMDKn7H2hVf36AGh3f+f5T8JNyNWhF9bEuoodFK4412xwNw67k0FcW1v7Pesj38dMdzgJFja9LCCxUxSAJ9sTjJNY2FLqfMhaWCWVxO8gnZft+5sonGlQtxS83L93ivf6z+f7rWOP79cu0XWWK0Du/hAYJ904K9inbepZGdmJ0mzom7XAineVRsWzIThE61BVsUnxXrqJ8fR2I1Myz9zH4+4tfH3gjRE07EEOTPAnjOlMMvk0q4A3BAIpWvTikBA60NQM6e11HeP5NztJgxi0OrRBbJGhuN6v8A9uPxCDAxP27xD2D/uULSiwg5sYdNPh+7cPgZ5n6WkduNB+TmcB1x91SaN2+77D+glDs7TK2ClpPx1xe00SQcxF95pZnSLCHrnLSLMPuPnIwY1Ilb1tcUKZGyXNlSMGKhNvspAo81T0GQv2eZdN9QkZSm0Nv+0QeohVwjCbtvqzZeoDA7v3hKnSis+qbQQyQ3j7QY8vn1zgfBTrUbIqxb6ns4Db94QhH4MQyUzMTfwNJKuLX0n2Hu4RGYU5s6H54tXNRdcPAXBTgNsD3BthOzFbqIibEcqQiS8YuPl4QBgYlzcbXO9WYHPWCogC8289ewfb69XMQDDFCuKnbifCjwO+f/UA15cbbGrh4BAYQY0CsJ16PPWnOO+2yR2vBhVOZ13E/W4W7NO+Gg2q5o68CBrjWR+1ljblscwp1ZeoOvdMqbionxz+9lfZIpC0iQG4HDdiIeuCaO/NHLfvkhTii8LB9j3CeDNgc0sp9XMqLpqEddmYVaz5wvW845wDC5PMKd8u8hqypLJMQrR3+DtffjO2IULGLvRwe8avPvsouZhd7df4nZtHODPrkDMg6SGN/wJwE1YIq5iVzTCRI/fo9vE+OBYBEzLu3bvA/oH0rfWFCi3xHSmTl6Bk/kIqblp4XnKs0B4g7imeUn9S8A15nB86uD3Q7VnuqCu13pri3ArECrqHWetOGa9/EK09HKszq0W00KgD1x8Lo9k97/B8c4IHjTUJDGwZ6HYS/xR6AruA0ouAQKp4q9cq3oG/89U34fYEvzZOXtW6pfYM42378XCmXojSQGB4TtgPQ8O1LCsJrBBwyM1ZcGcWFMStNVo0bjYY933Ef6VFQ13pijnF2hU3Hw5AN87c/24/GPBw2CbLflZqav8ERyEWIpW/W0oPqRsl9WNOuj1C50qhK4TU5sgOIRD62wAMq4I+digFXrmDMQWyWrEJeZ4zHiqmtx0Zzy9P0PUBK814qO295qAK0dcFXqexLMEbY7QqTNKeMJ0w+EKqNKMiknpJCrcWA8XGHqP5ighBi+YdpF8MdL3HzTcFWfog7k80BSFIkAvNHeNmN+DpZxLLwUzYvcPYPpTxMAlT0Y2CZD+/Pgd6xobGhEApMU9dQgp87nH7oTzgg8PtB4zxTIkCZQRMwoQn5NmAoppzQ2hTRgkcfcwj4h6GCTcfiYYs9AD3jM5U9qbIRHJ8v3MB6EwwKVPSGFqXIovEQ0SmpMXLujgXFsaQbjtwDzjHhZUrWTQa7ly79xjTme4XgVzIwePx0ZsPHcLjlQiDLhK1+CUz4C88tu/LWnu4ZNFgoAicC0zoO4+wCYl5TkUclaATI+gVt0NVxpgBmhjdlhCG6g4ki0aDuadMUES7Tbj+2CGsGNvrFa6fncieVe/lirqEJ1+dA8+HLLSo1j64aNHYgXsCdQFPLk+BZ0O22BzpP+85ao09sBt7PA2neNTdzC0axdpkRrar+kqxQIU2LzNyujYzzWMAuAP2F51hFPJyEyIirpnFeE6lDQZPDv/ws/cB2LELg3O1X4vlr4s1dMy49+8G7B5RsuxsP2DQ8x79bWbYOgrNeKi1m0wV+3xWKRCm0MEHEveKaOWza5oKpsW57qcOX37yMLU9codd6NFvge9++Uj2wTGutmtcf3Y2Y/SUMQ0wVl5PuPUD/EnAhoxLCBO2PKDbqXuorInwiA67DybsHnRi6VAUbv3uuzZeb7rXGcEgCyrKwLtk0bBrM0aXHjcJrkDXzc4kM+H2Q8GD3S4g9M7cAaS9si65s8D9GMNjx67tTuIhG2ssEeCsYkTW8PobggOGK2fuIBf0NASHLTt0W5m3npf6/qQ1rvc0wu989g66HYxQn8dr76iOkRuKh8AysmRp5Q5uBIYrwvAs70WIvkiqxEnuWHRkqmlm2Bo6gaWWxO3zNfy+S4oW7gA2e19YJgwOuPmYQH1ZLC8Eh5sPHd5dXYO7LEyqwEhmb+u6OAwkKxlFhYAPBDcyzrtdFloMHrGW81s/oLuZQKuGcGbmQErDA4SeuWxtSoIbzJkK4upIEwPPBkw3c4vJW/jxgzdmizVXPTEQJodwGnDyYIsN7U1ApNx8Ibj3U2dlLQcXTDmQ77K6Tt0VC9L3AdtvjnOLRmSwQydM5W43YP2pBIF6Jkzvjdg/zA16FsTSPyc8fX4CN/jCvSDN2cx3c7HD9qOooQCw/8AL8xwANhYVdae4i/FrVdcuph7Xa+IuEYd17+G/sUO3E4tGiBVHi0qrxn7bOQY5VzAm6p/PlJllazkYY8G+FCyqgfIMqbB+6+AHQteViFMYMiEeYg7PrlPT+yPGM3kfntB1mdnWrrcfMDZfdCJEaYGjOCcwob8YsftgEu2z2XsOlUWDCUMXwOuAM7dD6FAUZKyZ3bjUaa9SzZjRp3W2bicIQRgGjVNRgmIno20Hwu1HDF4F8HUPejpkQlvsCSUGkR6v0F+5tDekrlNeLBpnbi+uax3DP11h9VQDLEsmIBe7nJ8ttWg4D4xTh6f+TASNfv68MvWFVlu/igR5MUkPz16Jd9LFKtFyD/bnBHTV2jFFIRhzIUXXTF1sRgJ/PwfkEgPkZd2e79YIHcM5ZaqzRiO8v8f+UbQcBofx/RHDFaG/QdJq2jgfC+tk0chnVdcou07R7N3MVPTJEjtNHTaf5Ix2gQm7IMLA9IUE+5NjbG9X2Hy/YWyP/abEEcoMT2tgHaJFIwvt2zCgv42a9S4XMR3ZYf3+LfYXpctgoak8Ev/PkhOYNjTOyK6dziOwWrtikcTYX2l5B8aPRrg9o9uGZOGr3ew06DidT3vH1bXPjI8ZGD8cRdBgGaeugxRri8Nkwu3HIoAOV8DqSTc7HxRx8Y47DLfCDIce4gZU3YpZ3gSzhw6M7pM1ul2+b7M9iG6uyap8CKIAMUIEjdUzxupZGQ+g57iVz2FR2GAV/ku87sFwI4DnA3jngC67ZasAmbX9RukVpI/thwHUB6xSoAvELfADxvvDFbjnIo4uCRmx/7tSZoug4eC81Cni3s0Y/CTIM2HvO3TXI6CuU0rrgdIizJDaXdFIS4j7pwrYmg4xsOce3T5geOZA1zEWEpA4l8PTeAtfU3hjBI2EwIMwgXQy4d3zG5y5/TwQNlk05qfe1x/dI1XmhsZEdJbMsoBUMf7gW0+FqAZnLBqxuQ7gjuG3PU6/Hz9jwvl7N9g/1HGJ1qbbB6wugd3ztZgpTYyFatlUS0sAHp3fwH24TZqqsw+vMZ5BrAOBcjB5Yr7amKGYH5XLVLwSXVt2PjMk637CT3z8BN2OJQtWL0KGTS0bIpNDjGzRMARyH12nxPqQLSLa9xQ6sI8xEIQcuB1dp/pb8RV2TudLADEG+OwLb+fLhHfev8J4IYyDm+TdIRIOndv4wYjNl5EoJY1kXpBHD26wfv9W9t5YNMClRYOZ0LsAdzLhwt2Klt4J09Aq5DjbH2Vgx4B+C/ihcidSi0ZDa0iEmRDtv7EDrQP6qw6rJ0JoV8Z1IGXNipqz9WOH4VK0qHac3ovG68LdIvQShzI87bB6GuNFYLS2Ot7aqhinLzEawuhPY4cn0xkeuZs8r2Ps9Nq0YeJKt7SWlGHXUWJ+uAPGKGi4SJWVCRTXqexiaGFiBxfjTGh0OP3EocBNUUC73Q+Sean3yXVK4b33nmN8KMzAfurw4P3rKGhwml+nfu9JaypfSExLVizYPqcQBQ0iw4zkcXGI91AFBO9w9jucGBoPFy0aAZvPu+Q6NW57nH2SF1XdJBU0GFYELbFodCdTUhpZzWm3jUjTuEAGdvjd7z3B/iHKGI1g9rJSXLSgvhdyvpGYUBE0hKHrDK6kuK/kRSlBnoBu3l8IDh989AzdDui2PrlOWQHeuk4ViSsUCq07JQb83Q8vMZ3KeJL7cJWogAGsvnENOGB1yVg/QXX2cnvXLEIdkAUNsX63F9FmDtPmTr9P6Lac6YW5a1aAc4aGOXARC+KRXWoRxD3PjYz1M8b6Cefq1TpBw6zr5jgKRcaoWlmUHLuikBRYXKppYvRXDrR3QB+ipUja7BBy/IWdk8YIfrxD1/tE4ygKGrsPPD7orwB1nYK6ZEZXalW2ReFLrauz4q9xnDQGPOxujEUjTiVZNORs7kMPd70FVzEayUplz0AQ3AIXrXhx75IV1NKjqFxw+4DVU0J/La7R+Xu8/sCv4b/XHN4YQcMGgMETVicjPj67xMZVVW3NJQHQrpvwIpvLyK5TB8R2YmDoPX7/+58AgLj3RK22DQaHY2DncPZZ1qh/88ElxvPc9sQONDGG5wy67tAPHuuWRcMw6R+cXuNb7z9Nmp6fevcr+FOODG9m8JQBTVmrGuAi8msR7MIczqJlVFPyup/w/3v3E4kd6ADuY4yGqk0MnQArgc1EKYDEZchknbKuU2oZ4kBiwoWsZ6pUPYo7EffZ/UsJ28qsX5mxiPB73nkMfyImdPLCJHfFYIHz925w8pgluNOJNaYzhO+Ds+f41rvPEsFQjTUzSe0D01/vAvqVTxYNFfxsDQoFdRFI76tLi/fiWx3dHXRvmHmupTbZdqzrBALw0QfP4FYe/Q1hdQmg58wQFBsvTPP6CTA8R3ZBi8wrB/GxPnM7cEdwXcDqkrB+WtYMmUEtEOn6RdcpPzlc+Q0u3DYFq8oelkyKnsG6bQCFO0fuRx6eZWBCFhQpChrTKcpMZIjMBjE6lfSJwYaxsWlQaSKcfloLkdL+ftfLWkaLhgZjAsDvfvgV8GAEomvaT7/zFYZrYLjRPc4BwYXrFANrylXsa4uGZ01v64oYDVv918ZohMnh/HtTGvoUHHahQ7cNWD+O6+EY2HY4+7TEU9IvJ8Yu4YEAbH2P1WrCporR2PKAbjuJy1vHppYI4R999CmmM46WQLWqmWU1OO1FtazJHS3ifLuuo8ZoTDF5hNF8qwUxMOHb736Gbs9wey/ujcYPnuORUVeq1r1PGYGYEoPMTPjZd79AOJGzpNasOgMemPBT738FdsDqirF61riDLDRK3NSCWLei5WUpJs9CFrYDzj6VeLElJZ9d10MWjRRzEc+fm4DVpcf6ktM8czwW5/Oqwoue44OpibmgQ/voOtVfE9ye4PpQxKiJRb6NlwHg4/eeoe9DQQsQCKt3t3i3ew7uOOEH/d7i48G0W6yc+Vxdhc/cbn7XQ/bECEwYfQe62QJ9N1fE1lxjfFfjvdI4KsWJ4g1xnQpYP2P0N1XCka8B0/wW7g9vjKChoJfpZD3imyfPsKGxyQzbS6hCyosW9ilM6TTny2ukOnQef+jBbyQkjgDA5/S2iIIG7R1OPt2msf3UxWP4c5/GH6Lr1HAT0F079L3HiiqLBkom/aPNFX7vwy8ScfrZi8/gN0qsYnpX4995iPGTcdDhZyPCttr6dTfhD178Bro9x2Dw8t3MgEVtjpg1imZT1imNp0DpejWGDhwomeMtA0ieozuRWjRyuy4yDzqfFF8B4Pedf45wEiTAM8zdvQDgmw8usflyhBvbRPujkyv8novHsiZRG6zauSmUgkbnAtbrEWeUrXJFLIppNyFw61YRCY/bY551KhzIOlXsBYOY8HsffYG+9+i2wHDJoC6gTkOZXDmYsHka0F9nphpAEqgCEzY0IXSSgWy4BFZXhrlwOMq1UbNcUWCEyeG5X+Mi+qMzZSEjM7DmDDGS9SRpT3WsC0Jcy3+fomDFTrLcUWfOg8q4xHALwceyTxzTEANnn+YYK2FGonVhlDSUydXPtPf7zj/HyflOXBSDw88++Az9NaPfhsSs2tgrC4NxnbJrQ4FSyszkOuUqf2yWe5jScnvCySfPUxseojntdgEnX0UrDwFu53Dy6c18Mcya6boiEPahx2Y1Jlwuz4pFw22jYOOyUDWyw8+dfoLplAsBqRAy1ZWp4nzqqsY2LqJI2UrZdUqfkz6yEKGCkgiirtnfH7j4HXQjg3ajZOCrBFW97wXTmDTfWeBL442//38vPgGvQ1SAeYPTctYpZuDnH30CJmB4HrC+bAdIS6KKHt2t0LfQCT69q2ZTGlsc0+lne3R7pb0oCSXnn0sZ2mRdy5g0DwJNwOpyxOrZ1ExqUDO31vrQGm+6k/a8QPaxvwFoJLho0WUrHOiYC2FBPvu9j75A14UyGDwQPnp0hfe653J+7XyrsdeYp7BosPEA8EHi37rWS/IjMGEfOvDtrRSPtfQPAdbSLbQpJM+AJOyaONdCWRsFDTd6rK7Ec0DH0ciH+RZ+TOCNETQKZikAm9WID1dXRQq64pIswAz92GDRSPhTnxUGS+bNqIFf6mdwAX9g81tJ20KcfdgBZDeFEegfX6f3fnLzBHTiC4ThfEB/y+h20dVmti4Blil5d3WNnz75Uvphwu85+QJhrZaEUvOT5vgyxa00ZSAo9bFyHt9efR9u4hT4LibyvJ5KRMWgwsUcgOz6ofJIswZAEMQrStnYPoug4faq6YSqDYWRq1xMLPzU5kvQxqdUxLVwBCb8xNlTDM+2sQAXUoCtPvr+6nlaf88mvS3KQFSG1DhY916CYBdiYbx9x14BZXR8SNaVGlqMp0ymymXPwM+cfikaua1oysmJm9ns/UigV5cBfXSTkCxMHImrPLaJWlbnGMMNY3geCuHgGMhMOoBJAhw31J6rnUsTVNNc3/e7XKeiJZIdI6wQ58v5fSizSJnBmned3IRWj2/TOzLeuG5TjnfhyvLyu9aPcXGyi8H2hJ9ef4F+y+h2bO5xDjAG8v0ayENTw9ZxBj66TlFL8xvP+8h9/tsT3GdfVctDcHuP1TOfJuv2hO7Ly7I500HhdhNicc1hKlN3MzCGHjR6YYhs9jgAv2/1KcJJmWmrcIM7kHXqkIXDfpeCtl3JMwMaP4R4PmnWXzRq4Gc3n4jVY8wxNKnmSYQiZqFx3+QH5ZSnDPwjm09Ba1kvmx2pTn7y7ZPvAwT0Nx7D85aVSfZmywPc6JWzNId7rsSzwqL9e/XFNbrRcO+NWkBAVPaYWlC1QGMzlIXoethd7zE8nzL9LV4gI7wsCAUGkkUjjim5TgWg24rbbEoEEvdVXH9NDaZKAfUzp18gpWDXbhn4+OwSZzQaQTm6hHJ+ppmmux6zupT5mBCmzn7J2VsgsJO7vd0JHmmtQ6HskHdV+Cg9RKqxMcXaOQHDdZCYnDpu5nUHfg3/vebwxggaCRggJqw7j/NumxnHGoymr9XG/frkpIlpaYRq6FzAN7tdehUVQ5MsEhOBnt+I1pUJ7/dXcKtKL+AZ3T5IektidEvMI+T7h90tvrl6IoiDgY/7Z0Cf/arTlBpMUdNiURPAVHfAtMc5UBiQ6s0/0d+Kb3sViGZBcX1dGCq5sSyZoNi4Dil9sUOOWsYWUbJ7WNQMYMLH/VNQH1LwbsoIY+D99XO4mz2opb5hwnm3w/vD1eyMMWfmL42TGH3nMagrgbVmHNhnuw4IIQUrF8vGmfE8GMsQ9/Ebq6fonJyzfsfNQsdWUOpvPbpxPkaN5VC3OyJhiLvdYXeJRdCgySBWs81C2sVqEPfvxlzsmXtE1PaFgQv/bHlYfjiLis37mnVKz6q7nGv6iRnwhGQ1rPr/oL/C2Wofp0b4eHgm7jjj3WuqVliF+h5qjEZzTas5IhDC02dmbmKloylguJnS1CkAfPX88MBM1p+JHdadn7nqBRAwyUWjak0/6p4DPRfCVTHul1Ge2KZMO3WKdREey3oMNXyreybB4r5kWluwZF0uPo7Kq2/1T+B6aWdmEUnPAt8angj+3Xv0Md5ltlyMxDzKnLGIs2djC3ns9PwG5PO9b3Z2JOjZSO6LuxFul12ZbJzPC4PBE55lLm6M1uwUo9Ia3PyjbwxPi8yKeuffX1/j1DXShFfQweLv9sOapVHdf5d4kYBordyPZQyTtrOUScx+vJBCXNsHM9w+pFT8R6ctfwtfS3hj6mgUwMLMD+Sb6WvvDa+GJhVw1uLUij6lABTvx/TRxo2zuAG1sogrz939Dm4SF4TU5v6l1QzHCFcWHLEwhIzjGOa7II6/GW9Tg+LM0EgVeQdsaJz54M+ecaMwP9xel4E8NrRPf9MC0xuYUjzGMUHNx2phD8IBBvzM7YRZiG4+h9tB8zkrzHbGJUXqDYT0+XwCjYU0j+krtaD2wyBu2RUHpab3RYABjNPyd8qgVcuxcXup8B273tCY476Qmbpj76nuU6t2yCxAunomGHxl20uxUnEu3HhOv2uOaWldF87shgLq4Gcdy0uDnmG1NByzro0zzExYk49M83FKqmNhQ1M5rIW2T50ovKxldRFaDOd9YD/ea/2PfpQhgtosk8urBfE6yBz8fXiLjRubZ3jlpuUsW/ecDkdLzJIAaPEvA8hpJu+GbMA6clDMkp1Rafxb+LGGN0bQaF2AwA5bHhoPH3fy6xZDT7NYAWEUpT2vZpKDjc7UB6J9cKKB8ZX7zLGgzW7VZeYHADXjcScjRwD6LmfKOKBpbrVFBJM6cslMc8eg76G9JkY+LyRaseb5SeP74WhpdtwVbk6ztbLadnu2CWimIXwB8CwFwRJCabg0vAhkJvj+A2wxwj9MKPp/GflC3XsYc9xkssXcu9071pS7svDlC8MRY0temS9wZ5r7rM30HQJPskx3nSG7jtU6v+xVbs1L3EJVobKsAT4EIbot3bmXS43HWJbl9p199CXPwau5j8dWHAfmgu7ic8jJE2zs3RJw3yXhsLW2R6Erc950nCP3EpdpYMsdNA1ufvf+B5KIwV2HbVimWelZANT3MrwfJhr9Ghg2XtoS9orhdRrLErx5rlMRBEH3+N70zsFaDwmO2Ex/4hBOhvSsjSNAIDz2Z9CAqRbMPmZBYmEghBMpaHcTVuLbrz7HhiB6zWvfbFwQzXenB9J09Hg4lDWKoz9lc/6xvdptSSaetV+z4ZhnuQP47ETcH0IunnWngBIFE+cCxhOH3mmAWtXZoVgbDd7AfN3JaObSWIKkofx0epieu/VD8XdQh+QW42f/viNAXguSFYGNOlbN8KF/A/iez2NY9Nc1bQDyPveMcL42msgDwf067tacWAjkOEqGodCRuB2CczIAbSIiaXaxHkw9ZsjeeDO/pBXWdox/9p2MqSlE5ZngdBkaR8MvBW+8JJNdu30DjXsx61POUQDBr6Xeg5uQfabto3F+hftLtVc245ANaE5ugA2h0K+BL8eLFLB6aMgzdzG1esSzLB8CZHBNYJdrEtTnpHF381XM9U70LhSJF3T87BDO1thOPcJ4N6mjmMFL5rs84WP5ZbfkOoPo198DYSX1NNB3zfsXlAHWFMIVTMHhe9M7Mv5GH9bl1gpkmgbWjcCX08Wiu5MH5cBEIwx1VAq4+pyi1cV7eZe1M3VV0RU2eLk12WpeqTu47Jq2EC+irl9L1qd5PRBCOD8RxWKi9cj4MOIljXsCSRuLrmQB2PIKjoAvpguMe41rEhemT/05MN2PVavlkMBSE8qfGZp14Gz2LsA9epj3wOKJO3FX89cEWkj1Lbw58MZYNBSsefDZdIon41n6Tv3Ca0hxX5FIFzjUEM7dgw6ri3X1MmIOfMInUahp1dGwmhepbM2pCI7fAOODlVQAnjaS1SOmu2sTZI7tRCJuKjz/3e1PNiVg7V6Z2+xu4oCQmWfPlDLxHNLaiKuWBkPSLJAUAPyaMb53BoopKkMnwkeqbB3T0zYJMBP6wWN/QTjpR0xulZE6mYrYyJ/FF0v/eOtnCwIZi09RpCxm/fm17TfkS8d4Op7gV2+/WbzfUjTV/vjaNte8jDKW6pdv32cbeyKBuI4YvQv4te03c70QCsVaSdYfJKHVMqphw9i/s4mMP9LnksPeHaXBFBccwk1YY7/tcRbEskcupP0HkNNrsqxjGFzKt2/nX1+MzoWYglQyHKXkA41x5bSnHOdeCsnNqs71fBY+SEL5AQa4/jtnvZIxMAHk5tm4Zu2YLgITxlgw0+0palLNI9aiEdMl14FHKkBR4DlTRfMJqIJhPCf85s17EsNDdysAZkvDhD33klmp4TYWEFM2M2cm0Lh+3cXQqwJnCg7rrnIxiZr63btrXO8mYDsvNpf6oHh2vNS3IQ8paNZgSg9BURkc0XXGZIOz7QQm+BPG/lzqaYTVvEKyZHOKe9U1gnJJKt7/ys23Uh+eUCpcNFYhUCFojNwhTIR+T/9/9v401rLkOg8FvxWx9znnnjvknFmVNZAskkVSnFSUZVl+NloQ1G2433PbBp7Q70e3n/uPG/5hwANg2IAhw4YMwf5lGG3AQP8RDDygAbf9HvwaaLeHtq2mB9myXBJFkVSxBtaYWTne+Zyzd8TqHytWDHs499ysJJlk1gJu3rzn7B07InbEijV+C+8sLsXCjfnc6jqI67caGEvoZ7G3wpzmXgEGNtfQOlTWrSiT10fXZDyvkqKhNU2KOhqhXwuuIw/VpOwu0poClwDA6soMbkrRGx/5bBimMQF1KuPLOjdamZyCbABPOHIzWOPx1uIq2tNSLPvdxfOgZd/AAABa9XsthT5W1mN1aYJvhzOrOMPDOtH2auvgn7lSFOeznbV3XoqV1EHIgRc2Uz0/ph9lemoUjcKaEFb2w2aON46u9C0ZNFyoDNCK1Hpdee3iEmF6UGXXBiZHDLMy+O7iRryWCVFJyXHnlcE3sa4AoZ0Di0uCu/5wtSXCuOGArZ3acJnthTizYhJioaL/+PClWFxnzCOhhafYJ6FXraZRgCe9f6AoU+h7HaFg0bOWMRN46nHyjChQJ80EvoZAymYHAWcHSp5j0XpBmlleAnaqJR7a3Y0T78SDEoR5TRZW8pAEzSC4GWKB3XOC3PWNg5txPPeX27i72Cned9eCXRS2iy8nn5OM27IIAC56NLIDNggKpJXUXRAeifGbBy/K+xioxqsViI2Ckdl0YPGWw+m1GnbFxTz3pjAT/vRvFzQlrRNx6GbwxzXgATeRqugTlInEToW5Vrx0bkKADYewHtIcLN3hgdYEmN1QkLAyrr/eBkjnTz1AhQWNNhOcuzkdwxeNtxETuYMyBvKwtg8QIM9SQSS0l9V8WO0Jko1dApjUJUpLyL8iJ9CnNi+YVfRF+Jb3CQkqWZ9L5CLvRSlcXmS8dXAZxqGsYg+5VAqDDY078ciGbYT3jRXLw8NdEGrIMXwQAo0J+63jZc2RhGK9kwC64JhCzl2ZNNuwxcn1GqcnU9hjI9CwBZ9P/9Wk4Wohe4EnVV+DVFLl4QwRSaGwOee1gPAftmi3Gas98Sr4rQrdCCbmYLwwAIwRD6BJCGEAsFjVePXh89GQ5LqgGIEXO28KZaDhCtwaVCeENw6vhjo6HWhsllBRE/JnvO2fi6TnRHYugNBTWopB6X8JsSq0TFiGJqZrWBV9RuR9E5RoYQa+l8um51XDVhD+iARCmDpLgNM4OUQKrM3dDOfqyY06/q0KoVGAD4O4HqPyAq1vlCuBQeD2hPvtNirj8d3Da6CjqjgvXj18AdWpTkQ+H8Nd7PZXFY1p3eLkqsVv7z+X2hryqDNhalscPr+D2d1FOqvAfUAbBmKxvyATcOfdFQoKC7Q8vI/vEwjK1wbDeSIoP8ufBHqS+jJCT03olBbMUaspM+HD5Q6+e+taias/cEgDwuSYgaYTCpBbiBfXGaeX02khEIZiwbVLwrcPb8QicINCccYUGiAqGs2ux+lVA9MA9xbbUsCuDtYSmz1PJQcvY4yVYE2qRfHbH9yUdqOi0Fc0ZLzKQG0QKOXzGF5CiqzB5SpSy0/waGhBrL61DDDbDY6ftSDHOG1qcAX4CaM2LsIFyhyzJLPGZ4gldHu6wvKax8XJaQbDlw9ioAYCdG5MYvSs8xcUhRD65S3H5qSwHfDtOzfkb+tx73SO796+Kk0GJYwz4dZ0GHJ86YaKuhcyJ6JVNd5G4cyHcASFy42hEAHS0xBjYhy+8eGzokjGQzKFbDj1SIW1xNbG7ybbK5zcEEWEbecEDu948DMdUliv5Aj7bgv20MI4Cbmx1mMWBL/cW0Ze6na4KcFNAbKcebAQhAMTw3sq6yTEJNQQsPBBYO30q8tsOX+fYqnTgodFzZFsXXSRyAAE7x1BwRcGwwxZFX0qPnMQIdq40CaFOhedeeyNQfdk4AWryx7NNqE6Ect3qaCGgm+OACvQ2DBc5Ip5CFylFkSMMflhHnJ0tNySvbricOveBZgGsbjk6JR3xkNhnS59LQIYy56hvF9sROhok+BousoAhj1TEdnNA62zmBgnCFlZ55a+wsmzhPaoRn04Uuk7rk2CaQIU+ArwE9u3aA9QRPni1E99NVoIrxsOSsHQ4fdaLC4T7Apo51W4rjTGLFjeN1cmKQNZW6tFFc4wEW7jGFWJC4YAz1Qoziu2QGNQHwPv3LsIbxHBJeJ4WWFrwxzVZrCydjwnwnwmxconxs+h5sqGuQXG+FhbJD7LCV+ug7ehZywIez4a7nypKOkcpjFSNOKc+GnkoeIVTmFPXfJMOH7OoJ3L/c4TFiznGACwFb4lsOMkfNm0BTR6RL3yALWE+802plWLt+5fxmRf+y/n1G/fvYnqkEqe3qG1NSjCft6erHDyDOG129fk404zlL3PmW1w8IkqeYHyekprcljjfsjCW1M/hA83bCU5P5ej8j58TD929FQpGgCSuxLAg+Uc7oOt6LIvKquO7CUfBXm1yKTY6NW1FosrnRs9YFqGWRK+t38ZbMOBYBCFCblMGbLGqAdFwxHcrsPyilg1Hyy24GtGVbnCowEIA+JMUIoF0gyigrN8dyfAbYrgNBSKol4bRjiQVNjllBwaFRWUfZAHe5Dj4qDtHpBgwnSrwclNqah6uqrhJgye+MJSqJZQQ2XISesN9qYL0PUFLlYncogMxeAOKBrR28Ohr4xopaesiF9+KJFj2FPg+JaE2pFh7B9vwX0wz+YtCzMLNGgZCwpQ4cYHorDShDmPeQqZchwtlE4gYK3xOLi1Gw4DQQ2rTTp2XFASjRNFA1aEZs+Eve0FTp8R9Cd5T5lHRL1t3cNcX3HQIFTYO2xnmByQVOGeiuu97sSoew4FAhvxergplYX9oqJt0LCEHdXGgytRhNhIhfhcgSwq0WbvN7ronS8UNa1XMbS/z8rRGKrXso5EIA6KQFCa7UjolNMNp88jiuAP/kqDdhuoThh+VqUiikGpNw6h6Bujti4oYhlfYAOtks5MsqeBuAa7UJzsRRioLy/AH06lpkwQMLuV7mM4HhAZTyxc5wkLX8v4WfYMjMkUzwBv630UAom0XkD5LqSekPy/YQstxCiKhsHEtpjkUOUMrHyFk2c8zJFFfYiiMnhBFJTSVhUNjopG10ARLbojayC/fEJtWLcZrw3tOG8wv3CK1UWBb263LbhKPFK2unif2BC4MlLR3pTJ0P60gn9vK3pfe8JxKKbms4KfzCKAU0OoDxnLe1tJyEYKvWQGFr6W3CAAfpJCcPN1kOfyxbBa4/u8Tw0l1E/oLry3usU6NWuUD6qiAdMPqdV+q6K09HWEUPW1es2SUq284VgVDZsbazovOTtXT571aOZUGOSiQkPApHKYkYthzjU5ySWkbFgs5wq1hLvLbdTG4fjOHJOHpVxw99Ye6qN0joZORH7ZH3+Zp6Le3d3JEosbHu0Hc3lvuTcpa69lg916iaMXtKAlgnzko0GCKXtneThy+G4U8toHGSLICNLB4I0bGc/H9KNPT42iESmrzHr/ZAvb75qsVoNwM+5q42r5YMKq8GhwPGQNMfauH2F5heN3sbBO61EtgPsPtuEtB2Ep71J4XmiSATSgIKAQ6r0lltccTMM4Op3CV8CkagU8u2MhZB+EUValSMbjg4Kz/baJoQzWyKGSivcEhhzCCDiEWZBPheMcTLRaRQuYhm9pE0EYroyPIS8Fyw7M+cL2KdqbS5gWWC0r+BrAxKNSQVkPHcNSKyKbdscGl6cn+MT1+7haH6WY6qD8FOhcYVyWUj2QodCp6EFwPuYtRGzz1qE6ZWy9X4WDFFgcTzB/Lz1HczRyd3DeZ7DGx1PfIhcEszZYnHNZlELRN+lfUDRaA0MelfGYvS/CiAmHe55rpMmQ5BjwVMSeX9s+QvvMKtbRUMG9gDslzgagHUrvUQXph6stTPZFqXZToA4Hrb6GaFFVj8aE4GZyCOfrQg869Q5Mq1Y8GrWso1jFOKdMYc+764JwKvOXFSzrKlU5ZUJKMdb4e0DCHDkcXXhfpg1hkIYxqfphGdov9XpIFWD5rPUGFy8fodlhTI4Zfmo7ceYsXpOWACPeQAGKoCisOlBUONkjFdGL1Xs7xTCDNfyFqw8x+9BIFXub7QUu+13Mj/4ZBLglV5JgzeFdRws30LBB4yzQOviKotLTdweWcx1DFL0oWK03mBiHqcbuAyAmLF0F++wp6kODyT73DREZrxel1EkRsRXDT0y5zvNXNhK610UZk8rgGDR0tGxwfe8I7eUWdgm0WyaGTul5oAoBE8C1BVeI8NlxeS6MnGGEXt0GzdEzTgwTPpNyG65gVoTJIWN6xwrYQJZLoB7WBU+SoF5R6REIY2HODFBhvJLTlHtngo4xFGo48JGeK1GgZUSBVotuMvXD1xQQRbu48HWETva19j97btjrJ34Sx1aTG1ba4ngJk+eP0c4R1qN6fsK7sYypTfwv9zTrIa/GPM3ffLCcY2ZbTO5UmD5IZwIATD6oMTnkOK/FvJ0hmMdzxxvs1QvYZ07SmZUbatjHnCfPhG27An3iJBp4QHJ+dtdYdyfka6PYa/pOWMKeyXkMebd+JDwa/AT+POH01CgahUcjvJiTxRS77/p44CbXIAYtVpr0FvlnrrkD+NzVD9FcTNZkdV0bxzBLgB9OgmchWEuGLCYcQqeCNRSOcHH3FNXlBUwDLE9rcMWY1a14NEyyUmkbuVBLLMxfQ6f23nYJRUbd26a/DGIbMEkY5zLpLybNdcbBIZyjDhYdYbYdTwWAK1sneP7GAxEWVhZ+wjATsYS7UJCLg+DVtaJ5JlyeHOMnL72Lq9WBjKHz3jizfBcHEuu7IVDwaAApp0aVquJQdQ7VAph/ENYRMfi4ws57Ps6/zz0aTL38i2TQDKFTMQckMeGGrVQ09klQ0IRrUY7kbx+SwSemxfb7XB5o2QG/4ip6HSR0KglQz24d4Pr1fRlvbi0DCpCB4VwlVdTkXR+1U0wOOIZO1dZhqgc16T0EOPVoAH4i1sUi+d9r7L6ss9o4OeysCOpWC8IMbJ/0fkVIajUWOIxfao9Q7NMQwk/+UR4mWMTYd54lSn0nxEd5hXocwp6rQmG5XIhNbenkQ95HEGo+efE+3I5Dfezgpqa0tLs0PljGxDpRVHroTkHRcKbwSqrsGUNFYt8JX7z4AbY+5BA61fVIorCc9qz8jOjRUIu4IQYVoZ5GFKDWhffbCb2gdB1ne8irEYYBcgTnDKamxSQXgryETr104y7qI2C230nuVcrWJjUO1XELu2QRSsd0nTBvKkgzZVsn2+c1tSHkL4w94wfOG7yw8wBbl05hV4xmS1Dgcj7lvQiwIICt5miU6EX21GD3XRe9fSKAU/LaqpHCU2F8EcGYMDl0mN0JArhJFus0h7UU1oQqGiHfIE4EYo6GgndEL5lWxs7npYscVSh+lP2XCyMaMYJwCtSA7I/o6R7al4jWc9OwhKvaFH1QgJ4wcOKm0m/re+GnqQ8c3+0XbtxCO08IgKs8dMogeHQR51U9RZyWdfSoGAccLqeY2BazO4StB6EwYuCF81uEyWE6Z/PitvJ3P+urQJ8M593F+hQvXb+H7ffTukVnT1NYm9vVEl967v2oaBT5fz25Rd5LbjhT/tNXjALAgZ67nft+FITmj+n89PQoGgOC5mpZYf7+ojwk9ZBDpu0j7UdNRATCRg0byhDjK3vvob6wjPeIkM6gVtzj9b5YntSjkQvosd3sOYpIcXV+jCsXjyTWdlGJR2NAoHAaEB+sRjGmXxkeMbbfPok5GoayRK2MIagQqS5hEcizZ0APEz+co+E1GTyFTg0JhZenx/jK5fdhHIMbA64ZtvLpIGXpFwVLbU7OG1yqT/DV7bdx0Z7AD6HEZOPKD2fKxpjDP8ozKRZ2UuUMkEPOLhnbt8MhYDzsqcH2B6m4nibR54mJKfadQdrBoBD1LHIsSaIxRyMPJwhhL9Ej5yiiTm3fcvFwr6mNbXIQGBEsv6I8ZYrGbB8vX/owJet2he8Bi15BQXglRzhuJpgchjCNieQKTDphRj4cMLYRQc5NGdZyGUoUFDZdZxPjIupU9GhsYFFOghZi2J8KF/l+Pyuht7DeZd678RvSfx2bUPmZ41quR0KnvKK+qKAdqPUGn929A9pyqE4cfG06+y2FTsGI4qkejaJbKhTmClGYB/FoZNZnL9d8afs9zO862ODR2LTAIWf/aX0yVEjoVOpXy5I7Au+DMsllngH6y49CmE4eOuWcoE7VueDE0v5XL72H6hioD93oWhaWaYDWwZ42MA3DTcy5T8cuqpkFx9DPLtxr6w1e3HqA63tHsCuGmwm/6XZsxTYklFMW3sSx33YJzN9blKFTsT8UFW32JuMnga83QH3YYnbfR4CR9Ox0nWnF6OMr5eWdc7HYWwPJ79qk8i+cvZasruFMIddn1ZlHuDtfPvMqExOWvorFPn1NpZIe2hPUvEmcg26Ybk4aKfD7Lr4NPw1j94QGKXQKRgwkM6KML7sCGtbrWREMNSerGhPjMLvPmDxs41gBYPu2Q32UvCHF3J9FqjwwYa86xZcvvo/tD5rYz3yKE1olYW5W+EOXX89CVINSh/Whg9IQyoY789d6zdHg9CFQQgR/TD9W9NQoGkCIlw8MFAD80qK+fVAKHWs2ECMJk5EybPGXZx9gZ3sRv1LLA3mxClbHFA+EMWsZoAJ+ghW8PD3BjfmRCBQrI5ZL49KGjs/LXifHxkQwCwJd9cGDqHykMfc7UxwgXP4dvQS05n6fYW73DgQAwcLyhe33RUhqjQgalS8Ogmhx7XAgz4Qdu8Dnpx9gzyRkjOJZOh0Dz8/d8bHNYNGOliuTPddLSMX03lLGbiTvZnLnON7v1NQ5xizzczwcGt3ESqchRiooQ+deTygfc3dkiHmfsvjqbnyzeqVMCke4Wh/i5e0PZY0MKRoY+Swbj8K3LtsK9bH0zVeSK1AjeZRkqkPORAsJh6q0zx5lUn5CsamMWLu9hqCEPRpDR/T3SBe13ZhcH8YElMonkMHA9uW99QfrCEU4X5/atMb3kVv6nY4DYwCfmt5BNW1hFk7yVZC9Ex8ObC9CaGV8D7HHIXk04DuJu5QER10zqqB+enIb04eN7M/OOlCBS+qRhnVafC/jjqg/yATZ3KgRQj3z0D3ZxyNe1jiviOFZ7AkVhRXTUdK+uPUuqlNGddyiW9Mlp7g2Fy1MI4J37rUoDBIdga8g5R9AQMGi+L4Kvgbg+cl9XJ8fSrjhhAb3mvLbaFnu9N+sCPXt/dJo0blGc3OKOhpsYFqCPW0wDd4eIu55B5oiyXmgj4E3FUAIhJ5ipYruYDJ49hFxv/85bDUBqCP09pq6P1mIdDQcZeAHOk16ri19lXlishoYA+SZ8NX59+CmyaMhIcb6HDmfa1CEDbYkntt8v+m5Sg5YrSpMTYvZQ4fqcBm/92wwvd+iPmmH52xoOrufhXmY2xW+OH8Pkw+PU7RAGlS8lgHM7RI/M/9u9AKtW+857G/3nO7VU+HEF/NLC0CQJ5w0KuZJ+nnS6alRNLqHJACgJeDgKLjCc243YA0M1McLTwLfM9U+dqYrlDcjWh3tEik2fETb1wM89pOBvXqBK9NjYWRtBmM5aLnMDuQojSE+z99/EL+PTKBT9C81Rj1Py0YUXKm5UNhDIQGwZRu8UN8LzFaUMGt9v/LrELMKVpebdokZNUW7RYLwOgt07jHI2lZOXRwKnmEahg2HABFgGgLtH8VbFfpXBcte7ZAoqFB8J91kUyCFvOX35utCr1XhpTpYIA8lyq1xTgsUBIEgF5p3zQLP1g/T4d7ZA2NzR9TxtnCAGF0Khq7WQjGD+QwhXyHUTBmqvZCj4+Sx0pwW7mC/Yn907MGCOsiIx5pYs86LfKaz7omCQOdAXXMqDH3lmXCtOkRVO5jGSfjMgCAp8Lm65/oN8dBa1/vRAS0I/33GHsEerQQ1akB47DUyQC3b2J4oESm8zGvolecsHGmkrSHNLAw1FuzrXO+Z8GJ9H7ZhWZvdeaNOs8ygpg3gCLTRCX6W/jmmpHomXLQnuFAvQK3shaKmDBAhy4EkJINKDyA5gPcPAi8ZSGAOISrM5TnmNHdr1aI6cWViMNLZI1650J+uF0FlU87OxY4BYK1CvYYEJrVzc+DL9qxZ740z8PMxY4ry1vycih3pti2/Plk9AKq0tx2n5+i70DDNXkiaNq1nAhNcKyiC1YmDOW2K6+rDFWg1oPic40xmJkxNg5vVA5jD49jPoTPKM6Emh5eqk4LXaqj0RtO/xnjp1NPGab4+ph9vemrqaAwSE7Bqzr6uQ13MbqUZNSlhsvcsgEa+GqLcQlSRgzOUDtaPsDG5DZaRM0/Is/s1VoW4aGbNc2pyoiRkwtiYMGPI9yzQFh4zIqyrwJvuHxnQOrjFzj1SOdiVX7cjlqZHpE2KyuVKixHYnbXjHxt6Te1gfPOZ1bbzfuh/WWF9uTzARhTq8zwrH9tYSMO6vuWNWPQF9e83RW/NOgtsfn3noK6plXlai2HZmcsRiG5gwFgyQjUlZBhtebS+QJfOY5zYEPJ03aPi/7PxeDaYURM8HxusG81Y/og8tqDQzpChqyYnyfuZh7lLbqwjKtAzgKYdvMQzgUZeQkQG09C+ERqqJXPmGlaDxxmVER7bHK+hLsLY2DM34rsZzchFwwd/xIFQYA+GfMjL7Mxb68+M2NyELBgz0wDtGYwk0GzAq/gxfUyPQk+3orGG+vGfnb+jlTUJLid+KigqvcYy4WrYyDvSCYnr71brBgZi6bvdCxYsPwkVt4OQs4mYluN0D4ZjjTwTCFbq6RTEwImfjF7LXQu9djo8/6Ffz+QYCgXLeOgEYnYjfn8eASiQtwCqYJl9HBx/gHIXaDfX4Dy09DUO3WywfYFYfVQT45rv1KpXm8Livu9dMddFhd/YqWFS0IWFq5NyvWnXP6KyV9AazPizqAeXG95rV2GWUDHerN8bzMPjWKHnFbzGyDHFRG8iHp/PTWGDOS+MWc7ZIZN4Rh+ReDo51/seAhPI+3not9be7877pjrehPj4WAdqYAHNpnJ5Bm+7ru0h5WDMsHZuIoAn9ejXPJvEhH3TMVSwBbgW2O9Dfz5jmZ9YsB04l/UalnenHuyGbe/ddQ3/Xeq+S89G+F+gBU/SeTjS7g+Szip66tng4SbK+SOQZwNMJ5t7h580egQZ4vtKT1JfRujpVjT04MutTmsFKgpFuCBMs+JQl0C+fru5jMPFFJNwbarknA7EIu43ozwUhTPlAiwwkK23Kc6e8pCS3E1cCnKeCc1ejXZmAOOglUk1kqaIGx4arvJ61p9h1Cm5KPS7BnhvG+QZd1Y7ccxjfE3hV2NhZGKsfIXfXT0T2x28L/RlwcBreu2a64fuj2dZGGhMEIe6eaUxt0Xwu1shadpEocmPuIiVRi1dWV5PeYNCuwpm/lBeSlcrtdkaJmLcb7fxweJCdo+JyeDUmuHCfBuSHgwFcEwGpdzuWLhpGtu3V5f6B6nuB80/oZTcmitaus/un84D/C5l4SHh9k7jg/OtVmpQX7Etriv/LJr+KJK77tkNLkuCY1eA1SJkKa461WQorx1GCCN4FjTsfOGpsNGztufX2BRut2kyeJ507NnATQl+yqgHQj27FCsLP4KC91pzJSJcaVcjTxzbc9pnENyleQpbyRS63AiwrpCbXMvBU0B4c3ltVEFWHq8wp0qGfMxTKbyCQzYZ/akn5ZmQkbu8IyFPrZE8KqPzkuUajr1fHlCWRwxwXUF7KCSHLMNd2gaTeHO65C/twFeyzkUpzb6bAO12DbsivNHOY1/G1mTiJQbNboXqeFjBURjfpaskR5AY++1cksO7Y808P4IUSOG81u/TpS0bvNZciHkfd5tdfLDYG1433SF8BONG0ayGjeo5hnB+b2BsWvga32mupGTwR3l+dlP3NblLu+A6yTjav4/px5OeGt/YkHCvtM5amieIKgY9OQCWwbUXwTMcCt84eQFHhx1rMkNQmNQ9nieDZ7Ofo1kJVGZI3nQC09lEBBtAKmW7nqKUBgNowbfTaxVWu4RYXdvaXlJcfps8nyKDkuI6FGs5NGxFqQjCdvfAaLcZqxu7MC3w1uEV+TA8K4cYBsthtwoIS+SkT5YYS1fh/3f4cmyz+2oIiIhYh1zhNw4+KYLEUH2FAVJvT5GPUeQ/lFxxtQs0l+eg1guevSK0EEMrknfhBAvque+p/zFDkqpdhdabPsoPB+twFNRDHgSkD1rs7O3Ty3ht/1q8TdeRbRhmQQJRiZEDuntwqwAyJikzRUHaecLiosVqJ8B0EuPXjj5fHL5a10WVZT3AitjyoLQ0XMGuGHf2d2A0hl3X25D1u1CKOTyvhMfskqUSnrnIO+lOzXnOQN3HCIaGLBncoER40rXsmEEqJGd1NLQYWlxfJDlaRd9UEKZMUB1QCmM+TT55I+Nqomm5rDN0lrKRzyExsPQWzbbwhdo6QBN5keVojPRFt2gyoHC8LwraeiGAf3f4MuxpasRDchziI0b4PIW9dfrMDG4uVuciH0ENRZzquAx5EGJtBCf5W7/58IXAKwMkrF7PCfCgMCAh1PqhPlgAUzDYxA8QQ3FpNo38Qq/TeTp9dls8siuD01UNn5kWY3dMQooCsnOBEzBFLmT3FRIq/jtsRCFY63F6c6uAMS4iAm5uSVK8PiNCtxOabcbicgWzBP7z6UvZes/2U1cxCt08uWbR7E36718VIAcctlKfqrIet1d7+Ob+s8ObXt+dvmvODIOZQXHpKnz96HNxXt9dXsJbB1dKA0muLELe/ainYbSuDA2Gt3WdUGqYc3IYJ/7bUQZ0PPtuC//68AvpuzDPca6HlDzitXKWzpdnwuLmHO0s5W8VwCcf048dPT2KRiY9lAdP2nQidPQ3O4d/mENhnhZA5UEzJ1p5YJy//eA58IPkHlVscYVhBADWgn15+5ySrnWjx2Q9J4gYCxee6wmoBC8/L8yVd1atzM4bHD9rsLqIcE8rOPaZBauboO3zQ91rFV5EZaBhK4eJEcZYdeAom12P45tS5OndhxdkPBYJVz0bsxSnq1L1ZJLEuWM3wb/74KVwEIX3pwcKQ5SoUNjuoZ/hv9x6HgkyNtTcyDwtOeUQflHRYD1L+8oCM2F1kXF6fQLTMrg2ES2Jw/rpzn/+OyaI5wzUDPVL3u3KC7wtVwKRmJ8YmjhbWkA5ItJYYrx1dBnv3bkYJNgQguQAu2TYU5JCZLmCq23GrrEsh4HaKjlpeJ2ube8NTq8TVhcoCjP/5tZnpSJ5JvgoahaAWBCxqDbNAn+44BrVqcfq3gxmxSIs2eD9KPNOCwG0pyQU8La5QDSmPKXfuoY4CAcJ0at/7idho9tOElKVLLj3/hcMGEWdNCye0kAN27gMCnSmTp8pKOoBiSCbglDErAPzq2MpEmAZRXKvDxW7VVjeJEdD83XgpTp3c4HhLrSY1i2osoPCfu5lBTFoTOBitcZrfZm0Rf79nZdQnaTrVLjSyVEheChfwrPB4XMV2u0qGlLU8BH5H1Oo9o1RxUv4pKAMfuv2M4lXDvD8hm2sl5QrogREgdTmHp7svZNnmDacF1tT+DoYkjrTdvBiBa4Ac2qwOJ0Ej0EwGAX+l9eXGERiy4e4zvCQX5bxYAprqp60OHy+AozkCnDGBz0bHL5QwQXIWEupXwDQXnA4vWpQnQBfv/8ZWacjRTeTEUmE8JNnCMtLWqSy00+Wc+2omcJPGJV1eP/kAr774VVpq7NW9FzNkc/YhzoaGR89bWr82p3PgK3A2b9xeAXv37vQU8K67z5M3jD2QaYo6Rl/JuUyBRt5nybBA/dgiMO+edhs4ddufTp7blbL6iyji8pVI/3xIBy8WKGd22IMXe/ek0qRxT5BP086PTWKBoAC/jDFgJqoWFjKNlEhPKpVRxiKbRim9qimLbgy8KHewpsfXsH0bl6QigRaL3gimIKi0TkQYiHAIJC4WB1aKv4uXIWVq2BXXkJgrC/x8jNmLQ3KT+MMTm56LC8xqPICiVtXsTIyxTFT0R+n1c+1yJNHVAYar7juAcK06wLfa3F008CuGCd3Q+6EHWZokmMRcNpbAohRW4+jZop737sU30OypoRDloMF3de473Zw9PYeFL89CgB5saiuUMbJKhoZvSp3gIw3u6W90uDkuoFpPPy0kirJFATeHEY0er+4YJixLf2tiE7RIsdxfheuxtJLrRQTNKB8XcQKrkiKIlsb65rc2t+FeX8W163W5LALj+qY4Cdr4rkps4ijY5nsKFNFtd7oPWOsLoqnzxDjvbeuIl8esh9cUfDSdgqQURAOFr5GddpidruCXQFcAbCMqWnSu867x5mAkdWRoawwVDd0qmtljspTJ9Qxel5QCvCDcwOk9cRG9n4H7GAoR6MBJUXDprXrWXiO9+Id0bo08VVkHi4i4S0KI8uUCRjelP3K+h2FV06DbrUugqXC4r0OAly9E3FvMbBoa7QXW2xdXGBeN4BNikbyfrBOsAjkQ0JW5sUQKFqRXvUzAPjeu1elgnL4rPVqwUUKGRxa9yyhLscvMJpdEUh1zPq91kKJlemps36Q8oqkQCth9c52HFcX3tZ5woorrHwVxiJfCegFo7A2BwVJ+Ft4Vx7iAWPAb8/gK2Bq2iLsjJlw9CLDVwR7SnDHVTQCpPOGY1FBa7iHPhYNTfl+yEjXdoE6RRyGnZRXeMK0bnH0otRkmZqmd9Yevchot+SP2rrgLWZ4JlQXVji9RqiPGL/zwbOFRyM+o/NqiQNfes5hcSnABIdzL71XwDjgaDUFTxizqsWt41007233DUiZ99uBxOin0MGxhpJcftpUeOPt66JoWI/39i+Ab836vCILG87nYlPqLef876wYrQ/vsoFA/ekZHm+LBhHxMj5YzXHrLfXAyFo0A7wrNj7YuYG+soSwHn0CaOZDG339eD+mH016ahSNQStMZikCZdaRPDY0s0izVrptGLZy2Jo1hUfD3drC7C6yA9EEYTZZcbWYT5dhS4gLxUJtGqKlCbELV8E0ItSZijE1DmQQrT45fKWGa3hvUD93DHelgak8pqYFqqojkJfz4tgky6weNBrjHzwaenhWRqqoajIiM2H7wilOn/UwK4/JHTnVVBHrVv9svRVLUMsRQrMyHqdtjZ03kuelx02D0L30Fe61O9j5Xn7twDvukp7rengwwL5jEc8euXPlBKfXALNy8BMDDi72/FBPbZdWmW7eDIAEVdnpEzFw2tZY+Qq+lhoSeSKm1hzID9VaCpaI8mMYJ/fnmH+QLGKCgw9UC4f6GHA19XIAorAW3lEsTEcIHqI1SGpOlF/vDfiZBZqLHgihU9tvVlJDgTgq0+x8rKvAhovwO+1H6w0WXMMeN9i6zbArEZZM5TGhNgpeKcRDFQv0LX0aM8/ZHgFGD3Ttg+iRHK8tEZ2G7+2S5mjliqsqliksJ4QSsIVdyUVV5aJgrBj97BXmFGXRMZ/WgyoxXdQqpyNRvtQJnTKE0qsUFEfHFAwpiDwuRylLPCdbo8ovnSrOFWaXFrhx4RDb9UpAFTpzFNvTbaH9H9gjKfcNUUBnLxfOvjcRRSPrnypVmpumynSXPBP8CwusdkxmtBD+qJ4TsCALqqGmX/MiFLBsGXYF7LyjbQUFEEk5UmNS600q6IjAk4O3tFD4w3wQJfhr00q/3HYtPElrK2l/QKBPnEhI0AnBnFj4Wt8TFWeShl5FTzAD5MNce07v2AzzgzTPGDZkMLA1aUAvHoMtp2KuWX/NJ47Rhhzsinw82zwTrl46xPKGw+SI0by7HZOaekp7HoLDcsbsPHeA5SVC11NAnBS2o+UEPPGY2hb3D+aYv2eG93lQEhs92wNfWXEVK5cDwKqtMHtrEviyx9GDObZum97zc+Uk5Z91zgyD4ZCqyAKyMQ8RC39u2AaPRgqH7BZfJBaWsr/cws4bqnSjMPYxjWGZlXlCTJTYUDhrKfA7/+Ipmm0q9rTWsfqYfvzoh6po/Nqv/Rr+2B/7Y7h58yaICP/L//K/FN8zM37pl34Jzz77LLa2tvALv/ALeO211x7pWcJE+59TcQDlmyTvB+IB3HAF2zCqymN3tpTQAiNCydZtg/kdBR0PTM9z8GiEtm1mFYxx2FlyHgPeh2RYL3HbjbNYugqmEYXFGFEacoEQUDc3xXCR1hv8xDO3sHPpBNZ6bNkGZEy01tlQLK3LxBzKHA0NByAfChsF65ol36vU/MzeIejZBezKY3Y3jM9qiEx2KKjlmifJoxEKjp00NS684aJw0LWmUBY6dd9tY+8tV1i59cAsDrHMaqvMDhrK0xFCo4U4ML1PXHqA5bUWtGrhpga+0jomgHonuonIpbCbxmzJR8WskPdYlLllW6HxVoreFZb+4NHI4HUV8pdDeIs1HvZhhZ33fFpXbGAcYBYO1bFU5ObOAbMxdQq6UfQKyZp95to+6MIKqEWouvCGi568SL7r0fBFjLUqkcd+CnOyws4tFxQNgFRAieGOufaGXt6N7r9ode1IDnl8N/FIsnjmFet5egamUBNEgbCnvS8ESaAfOsWQnAj1aFib541o6JQomVIhvRRy03zKmslrEOi7ivDD6qVkDIdhhQG2XhQCtpRCp2jz0Cm1Fjfe4saFQ3xm7y7m1UqEHEIQLsoQLlV0uwKe5wEzESdBUQWV3e8xJgcpXMeDoqGoa4gozoKg3L588zaanfCRQQrR41Tdvaa2ACbI584H4d04D7sE9r7nYjsFPHdYDksvRgVqk3Js4aG1RHoejexdkYdUombAzSv4mqNHQ9enZ8JPvvCuKCGngD2hGDqlIBEINUOUfxiUBVMlRy8pGoUSEfla593EOc6VV8K8bvCV594HWw61j8q5e+X5d6GAedb4IufuE3sPUF89xeTQYfu94I0xKOG5w8DjJ2EN/OSN97C8yEXfYlc1amBVg6YOM9uiOZxi9x3f49EqKCePBkLoVOnFA6QA395b4oGsjYd9UGF+q1OHh9FTMuVsGFCyx2jddszgmn3YIw1XMcco91R02ztYTXHxdRf3jF63Mbz1aE6J9OVLz32Adl4qFnme6hNN/AT+POH0Q1U0jo+P8dWvfhV//+///cHv/87f+Tv4e3/v7+Ef/IN/gF//9V/H9vY2/sgf+SNYLBaD16+jsgiPHmiZoJ5busaKzYSquqZhVJXDzmQpybXh3tldxuxeG64Xi6AcUsnSActieYoNA3l8tzKyJpQAJhfi9p0FqaJhvVi7jR+x/HFUWH7fxbdxffcIVeXkuSHMJno0OsJTAUEalBUVGuBDAa4wX5XxvboGN7YO8eyVfZiVx+y+clC1tiYBnlmEELWYaY6vNR6r1mLnzcM4P/L+QogRS2eZRenZb+fYefskXRueoQyxd1joWa+hGJlFuKhAy2k+Xtq5i+riCtR6EdTDocy6VlTR0+2UM88BaOJRj0aY75bFa2LEvZUE5wHLVUxONWJtnhwQ5reX2XAFvcksWtQnHDwa+XRkCdNhTUQ5ulDAB7gZI+ZceE/49IW72NlZwFQyybtvHsc6DNoXCbXi2LbNraihzZZD6ODpErMPlzANh/ngUG0Zcf4KQAMesIhlHo21qFPx+pTLkH2UDuRNs8L1eSE0L/doDMVENyEkE+iEcCJ4JFRm6+b3cKaM5sJv57oi9Cj7QqekQP7KrvFVNyQROGsao2fJExpncXN7H5/auottuwLb0lIcZyJfa0DKESoMAEHhDrlvum91bnbeb1Aft7FhRS8TwW1ceJO1YfAzl9+KoTtpzCkvDAAm5Iq1m5PTteMYZgXM3z0R/j7g/VBhdcijYTsejXx+4p/BCEUMuKkBVwqUkL8Hwh++9F34CrALoDolCUFEWRRUFcne9HASoPN+FEa7jE/K9xSV16TEy/i2qgZ/6PJ3xasfPBq5bPmHL70GN5W/quxsYwCfmN/Hs5cOUB+3mN8O7yQm2Q94XHWtMOFnLryJdndIcQjXOaBZVTC1lzzGE4vt95fD64VT7g+FdRELK2bnvGstdt5dRYNefWAwvzNQ7yTjDWfVHcnPwi7lghx39owOtWErwnzwaPTWWNxPhJPlBNtvHsXn5jk3g5EDayitA/nbs8F/c+W7olTGzygf4sf0Y0Y/VEXjj/7RP4pf/uVfxp/8k3+y9x0z4+/+3b+Lv/bX/hr++B//4/jKV76Cf/gP/yHef//9nufjPDR0SKo1bfym9KMhTZXxmFcrCXEIYQWzhx71wbK8NxTg0eYpCITdHZWH2KjLXxNtG2flEHNyeFsrngSpbJsaiglqKlh5gy9tvYMbW4cwJhxE1hRWr66XQbqswjGlfA1Osfgqj4vgF5Sm0N6N6QFe3H0Ach6Tw5RM2zNwZBaWPFm+Ii9K1bu346VD1nfvJcTr1NWwtx5Eqx9og2RFTnM9fk367ydn97C7cyqF8TRxUse8Jult8P9ZF0o3erA2eyOoU6Z/oAwlg8vNFK+vToD6zrH0La4jgBqHainx0b09kLUXBeEzqm9HD1xMyCV8en4XF7YWICuHv33vblGkUnM04vOi8Jp7NCgK3lg1qO4di6Jhwt5BCjuKXQx470WCfz49Q+d3YVgYGiONAgqciySzurA8DVkFV7Axn6UKORpManRI6CyF8hefEbpJGvpWPr5QgAfW4pDgogd/qkgt+2rIKzw8bvlxTLg+O8TNyQNMbZs8GkO3BIFmNFE/tBuLzXXgO6e3jmBPkzDnOctHAUYVBEB451fnb0syMgANGwSQUMOYYOALZW8oREis5Izq9sPifeXXMhMaX0Ehq3NFtIv+pBZuVXjTc+S/bkpgm3mDsgXw01tviLC7EuUnOKoSmpR6yaICUSr9MYw2+3gd6tQoMWFmG3xt6y1ADQYd+qnZW1ERMiit/89OHuLm9j7MaYvZPRdzNLo0hDr15dk74C0Xu9oDA/CAd3KuToyDXRDqu0f9xjM2lcBbOM1TzuscYfrBATiEGFcnwOTBCrmnKhogsnfPhBAqNTaRaWxJcF9/cWSTuRdxjbLATGhaC/Puh6kN6iCnnUVjin0wYvz01psxjK9ocsPmP6YfLXpiczTefPNN3Lp1C7/wC78QP7tw4QJ+5md+Bv/hP/yH0fuWyyUODg6Kn01p6ADqkoY0WSPIT/lmqk59wmHvEieFpisIa4iLMp4uJKWcBxSZWtfdOchnQjvPVPvYrRfJo5AdQsl62L+9RGfKEzETo8pj2HUcO9USV6dHIMewiySoUfcQy0ktyOGQZSb4h/tF22Xf9DbC0tfg/YPRa3PKq+wWiahBiHAj2+GCPcF80gDeZ6EQ2UvqPPfMZTQWb8sS/+s5hLYhKaj6PjlbHDa800KYaQA6SR6/KJR5qfLcTaL+qKTrhBm4Wh9iq2ri3Pj9g8G5iBEk6n1SC3xGng24bUGLZVgbZ6yhsTkfQH16HLQu9Gzd+x87qH0wLGjb3T2d4G0xLIhHJUbrMJQN5DylEMYGLJrFXOUK/DroyjiOXMuRMLgL1Sku2hOB5F5XI6D71bpLO4ALAGAOT0HNcNXjnjV7gG5WDyKi1Nj1+fobh30WKzkfJItwV7iNHipVjrV9bKbc5kJqrij0x3Qq1ztEZL+8DWBEeR198NmXAMP7oyKP5+xRUvYyY4tnwvPVKdjKfV0jwEV7gouTU1DjUZ+08bw4G27Z4Bl7DKrX5JkxwM7AhPwT0wJ0eDKuEOtZEc8QiobC2B1PoMOTeE6aBrAnq7Xn2eOgoq2s4J7yDyfhBeU9+dqMt8oZHHObhp418IEZ4F3SARTr/GZ1KHst7+4mCuuTQPwE/jzh9MQqGrdu3QIA3Lhxo/j8xo0b8bsh+pVf+RVcuHAh/rzwwgvxu2bohZwB41mQWvmCYdlnf8t/gK41FYbWH64jpHkSm1otxiiGROQfBoXnTBq75IyudF3A67reY9AQpsia07IBcXfOlR5T4SNLfnNLzg+bhtYg5LMN5MRHf2agQsDYoLLsunklY6CIJoU1F5sZUR+ZhpSjQY1pfTOb7lkVAjhDC/qB0JrHFH3P/rspt3xs1aTPQwMKvD/HETcWfx5tKxyUtDFlDygtxbx+/Q/VPxgzdqxLBs6VokLPYypaG/MCDNFHYXfrlq+B9GEIyjTKnRwMWqZ7rx6G5+vPmZCsuaLXHXj3vk3mJRqHukr8j8gZojSwfh+XMtAt0vox/XjTE6toPCr91b/6V7G/vx9/3nnnHQCCPvFWe6G8mDq/AcS8jUAOVMR+ezZoty28NzhYzYI1aTyJsd2uwZM1Bdh55P/SQLQK5hZNILNcDr3BLGnt0M/g2aSk286BNSTo5QW9UiyqhPYsvZW47RAeM4hAEnDugXToDIUYFDU7OF1MxKAzlATxAun1mdVFnzd2GuWoREOy48BnvfALHQ8BvSKBGQmSRoDMzZTGUetqeNeeDbju1ygB0KsvoF6qGG971jmgXrVBwfmMQ3agv/qbvZFqukwgjUnXMJlC+Fl/sui6BQC+uCsoRaEN0jCrkTnngSHkJDH75QUlPGknOZHLMMNzKZvdS7O/c0u4NulAaLcI7Amnq3rY67WOaPwWz6bI0ejdqp3IFYpu2N45DBO5opQLJuvmrye/dAczIJjmzwQAvzeHn1RFOFX/OcN90HyObpsA0G4Z+JpADeFWW9ZC6MLbuingpyEMThH+Bq6NUMBInmpwyIkDwFYQe0bj9pWfcFKEhq6NOAHRi5g1cZbi/ghC5TprdssGDQioPD5oLsG05cUOEE9AQzhspugW0oxz1c1TelTi0iOr4UGjFvxuSKbOP+s5mRg8MwRK3nKCbM6jCc6rLT0qjWw5Dcfrok6toxM/wVvtlY/sFS/2mvZnk3Dmj+lHlp5YReOZZ54BANy+fbv4/Pbt2/G7IZpOp9jb2yt+ANkkXz/6nFyUb7AcdaowzXYsi4GpLHyN08sGq9bizvG2oHhElyGl9gKdXqvR7k4TEyIkGLvYNgm+NSMmlykmuyIsOZ9uKGKxewdy+vHO4EO3i6W3qGyAt83rTQzs6ihUh740sY6G/Jy0E7QzwE8kdCxWas7uj/VDwngRYEzj81S4CvHnUQCPr4QBSnCJvQN3iBkp7j2dUZ003M9MQQEYtv7rdVrB12tHAlxlHt6y1mOTJfmDUdZiCO9RoSb1XXsQ/NRjZpokVDP1lE2tMp3nCXFnTUjhRwZcypcZPKTHxjAqvAYJ3HsQM7wjPGi2sfIWJqCHdddmzxqW/+nTHLVeCkstntsD1wklRUOndAzFIeklb0fXbfGY4M2JCowq692wofCbcu9PfNY5k8Fju8OFtYrcKpZcpeUlArcGJ4fTVPcBWbgiMMyr1j6eorEkV+a773VICUjhLYnHbUxxPROakBggUNhmrUe1MNiMPK4bD6/Xnd7chpsno85GnqFM+SoKLmZzv7hEaOYGdgl88/T5gPzVnw/PhOUFwmpPkAlpKhW7MVJYLvLKmMNDOA3Kuq8BE1ABu+/KBYGbXEDQqwmwLAU+M8VYclQAE2DSVSmhHN46A0ORBO7OmFS47/Vd+psrr/mazm0B+b4+8RWqqcM3j56FWSLuJ9kD0tfqlHDnaLso2OfYyDoKOSXciQDS/ToaWgn05lH7pYppCi9Gb59HcYElrEjzpvReydngogAfTyfwFTAxmvg+gPjXndsN+MtQYdm1Jx4rH9hc3CuhwEXWeNhs4T8cfWbtc86iYnSZrAKkdf2kEz2BP086PbGKxqc+9Sk888wz+Ff/6l/Fzw4ODvDrv/7r+Nmf/dlzt3e4muJf3345/l0wlPxtdZk6G7GyqEWfK5zcIKyWNR4+3IavIEV5ugwuCKlHNw1WlyYYpcAEJClaGFdeaZQ8sGoFb13jJTUJ2wyhTjFFQck7wrurK1j5CrOqlWqsaiGO8LZ94UmrSYMF5pIcYJwHtcDhaoZ2TuAJY8s2AW40PJolv6BlK0hbhFgMatCjoTU7NBm8NBWmkIUBoUSVMS8SUJm0StxL5I3eBVXClMFFeNssmVghUfU+TrjhqqSJIM0x9C5HWcnfa0waDMKEwNuiSCgFEN9120oyOG05zM0KbMoQOug06TowLgrisRBkhsPeq4Ce5ZgM5SRJZXAuJIWeUssl6go5wLcGt5d7aJxFVTkpKJkVZ4uUI7CNzVv478GnJuBZnZC+rEeNNN50D0cBQPZQLqwmIa71Bl6/G1Ay8gR39bipUGOMH6nFMx7DPHSw99rgUHySa5xeZ6Al0IPJ+jAqGs6XSAaIUqEXjwYKIQjA2vjr/JpiX4Xnj5FC6WqonuL3A4jQxINhQGvaLayf+drp5GkcvFih2e0Efmu7YwalrN8R1jv/HITTa4TVLqE6Jvzm/RdCHofsPYOwV8J6WV5hLC5a2BWA6SQqGpVxBSysJvk7r5XBZSxH7UT6MhUek6Nc5coPOaQ6GhOIoqFITtmYGlDIzwhebkUAzOYg5ye9uc8WyEYOjqyfhlKxTPKEhavx0G9hPl/im3efQXVSKkUNCGYF1IeEw/vJiAcIYpImzuuZojU98rpPQLmMetbz7lmp+YEeApiiNa4yZMCu5z2e15wUOOmDfE8OgCf4nSm4AiZWqsmz7StIOa0DZdiU8rM4fdh7EMKxNNBAP2xSlaN7y22pFr5Guu32tw+drQowRaNOMuiNdepj+lGnH6qicXR0hFdffRWvvvoqAEkAf/XVV/H222+DiPDn//yfxy//8i/jn/7Tf4pvfOMb+FN/6k/h5s2b+BN/4k+c/1mrKb73xvV44ETIzrxgH2VW30AeekgD8MCJm+D0+Rbt0gJ3p0EICgzKdiyVIBy/4HFyNXgrCKXVBLLRpOCPjYwrojG1Itw3rYVzJuunKhqlmzdCqYaaF741eGtxBStnsVU1mJuVoE4ZZLj4peVZEX9iJfCIWuRhnOBrNzsAzVts25UUUMusrw1bNN6CWh8VGracYEwzC70+y7Q+KDbCIC2xhAhlAmE6pJXZZwyLdEwoDszhuGYVSvVwSsJKYdHk1J8oMAZvkNYQUStV17qe5lKTfBF/xDVfKreOKVqA21bmb7azxI5dpNAstcjr30HYrMmBq1QXJbec6fswDlJYL1oD+0nVo56OdcQISeYAVgYfnO6h9Qa1dZhGKOWuIsxJEegKN2FLNs7Cg7D/acDPxSooBcnUy9PpRiiK55wZzkMJ+8qxhE6tEziVLRCH0KkKUTgw2fodTXqM7ZTCyagzIKzFYz9F++wK1BhM7xpwJmSNCkoD/4/wxEWNHhIlLOyxsqOqQHBvv1gElLLgKazIwyoaVnfNZ8paDEEL7zIqGsYlXtGdu9BmNwRVw1JYhRIEwS8vhBiuOXwJWFyQZ1FXYFoXbhN4kSqaxOndNt5icbPF6gJhcgC88cFVqa5tGRW5wrPpmdBca7C4QqhOPfx8lrwN5KM3M7eKt94In/cijB81UzhPcDNBH1M451yBcDACttGEdT8lmNphappivzGABVuYRpQSeESFPe7/YKRhoIcAF19vNvf9uUvvPuZHd9aGGiSWrsJDP8f13SPcf+8iJocJnIJZilaaJWH6gFHdqTt7QAq0kuNYN6h8Rqd/a/Zm9CKr8u0BeIIhxsS0slaMKfdDOCsUynvFNhokFPZez11yIjC3u1P4CWO7WgWDpOSdDAnfef7nub2mGxB39kN8T92LuveFfUPEuHu6g1tvXhk3FJxBOmz12kclFLnc8UhNf0xPOP1QFY3f+I3fwCuvvIJXXnkFAPAX/+JfxCuvvIJf+qVfAgD85b/8l/Hn/tyfw5/5M38GP/3TP42joyP8s3/2zzCbzc79rOPVBLuvBbc6qeUWUSijwUNOi1tRZCCnboJLz+0DS4vZhwYuKBrRmtyh2YuHWF4OlpOwuXsWXI/o0UCw7KsAbtpg5W5tUpKMR21aEXYCXG1hxQxudTQGbx9fxsLV2K6XchBZCx8O+ypPcqYkVLtMOF75Sgq+NR6mAY4WU7Q7jMmswXa1DJVyVahRj4YBmhZMFKsK29wiHBiM1kvQWgwI4WFELELqkKsZKlxQsjSphYYQ8wOGEjs1jAk+xePHnIHCApTuVUjABPcpilOlBftMWj/5/ZQpKTKXDDChNm20kus6VKZLDvArET4u7Zxg15yKYBYO/ditoIDVqmiEIm5VUDSicsKSmySFuYInIVPG1uK2Z8rKoKUNWjNAFFBqDO6ebGPVWkwqhy276kEpS5hI+cyiEGM4tDVMcPLZA7hZBV8RfMWorMckeDQQ5lwhf8kzvCoaQVCUqs4cDzRmkhFHJadM8k8IXUGgQPKUmRHvH2Jfhq2RlHnH5PJ+CKBjwsLXePHmPVBD2PowWG2LNYWo1BY5NpRYeM87BAgv8VJZPIeRzhXLMbFBE3fVC1aZM4IvdI/I4EW5cwYrL3x3Sq0IiQNC/5nCiw6XQ72K3EgQnjv59AFWe5QZDso280JoOg6FyHVau6XYY9LGpZv7WO0B030P8+4sKhqGyhDB1htcvnGA5RVGdeLg53UsNNmHt5W2W28y/gccN1MwE9pZCE1FVm9ChW4WqHOzkvXtZoCxjFleY4ZVeDOgFlIUlQGuGEZDp1SoJZmQYU+PKdZvV7mOwqNq42H6u4YhcoRlW+Feu4Pntx9i/nYl8Oc6z5C+2hUwe8DY+pDgJgkKuWEr54r3EaKbTBb+GIT+6JHV/q/TOMJZoB4Ia5Sfcq/eS/Teeg5KYhXPSDDiOZbC1AjNbgU/9VI/xmDwrB41QJxBVBjICG6kHTWalKFQ2T6I87c+5IwAPDjZwu53q9IosLaTA59xetcp9EyNQOaR5+MHSvwE/jzh9ENVNH7u534OzNz7+dVf/VUAABHhb/7Nv4lbt25hsVjgX/7Lf4mXX355faMjdLqscen3OtjdKjgQAKPWfS7CRmIF0MBoTl2Nn7rxLszCYOsuCxa00bwLKmbUMeGVZ9/D8lJaCarQ6L5XJiAWEWFkUfEIln4XPBrJxS1hCDHJLFBkqsGyAke4fbKDpaswrxpsmyVQBTSPIOBZ6lcGFyFSQsVWLiQ2Bu/KclGj3XGYz1aYm1VRGVwx+8WjEeKFbRLMbRQoOQjBJno/cmsraUhStI6JByFXHjh4M3w44Dj3TIFjbHPh8QmFvqK1U6Or4lmVBBhl0LHoV/Am6HMq8mCT+jkW3uWCpE3hALLgWCxJE1NjFXgHcGPQOIsrWyfYyz0a2WGRFONwMAarc7TGZQdJrhCAERS/gWTwMIYi9CafnGJcGWpM8GjQinB4MkPrDWZVK/lAQ6FTSO9Z31XRDRYLv2OD/82Lr6PdCuADFVCHnKBesSn2MQeDtMBhYW3nlOvE6lEaKpwXDj/HgBdrtggICUp4I4oCQAqnyIeZh6zpeBdc42euvQWzIszv+CJHo2g68gAujSJxTfTrNXhoZfCyH9IB+dV9D1qULa/CbolhdUOOUKxCrnPushwN06Z9jYHwr3w9ZOF/Rd6YdjPboyq8/KEX3kCzi3gtI0/oHxCukK6NNTc6X3kQXrn+Hpo9j+m+x/wDkkTtUJco8vLAi75w5UOsLjnY0xZuXoMrMX7UeZFWlutj6FTrgzGAcNRMxOI7Y9TWxdCp0lMuHg0TvMxuAlTRo4GMHxMWXMG0HKuIsy2VewDFfrK50q98coyioJOuGfSMsvC+lbPYd3M8N3uI7fcYk0MfPRo+9NUugen9Blt3WBS6YEzwbLByFnCpaCo6+yh6Eanr6e+PIc+d031hTaiublEYWtIzQq5X2K9R0dA8JOcjH4cHmm0D1B5bdrU+dCqwLJE/xqc79n1DsS0Z0dIclgMauglqq4zXqFJxcjLFxde7MlR8WOfz4YHkZ6quH+Xdvdyrj+nHhp7YHI3HTW1jsf3GfunaDRaddZZbACIoBgvd0lf4A3uvwywJswdemKER63J343o2+EMXX0OzG5h8OLDLtuVnpZXAfVI84ILw6QjsKAqQanmxJlOUsvaUIVJLODiZoXE2eR/UUmrUVc7FKogHrhdhqw3uTHJOvCsrC8w85pMGc7tMlZqz+9XyBKCw3JfWXGEsklTHhRBkCAlJakiID8ywSJLVQnQjlpZ4YIZciaIyeOdd58ng+pwCyjhYd9ERYLrhSN28EHAWftM9kH1SDhnAtekR5rRMORo+dItyQY2zyuCZApvlUkTrb8hFGQxZGqLuQdG53qunLxyupiWsFhWc09CpFtRBnWKmdPhl7zYqkGGOVDD4by+9Cj+hqEjZ4MUZqqwuAgD6gjQnj4bzJMg2Q8JQPsxMT8kT0aNHo8M/yud1fndoqNgZM7D0NX5257sgB8zurmI9Bz8kIHTbGVRIUr6BC6FHss86QmHeVqedrkejC5YxRsnLJEJZG/pfR6EZ5XrK9tBQOFZsM1Ccj06Oxv/u4jfRbm+oDHaou1dVWHdM+Nre9+DnDvVRi/mHYlFXz6mEQ4U2QPjy7nuwFxqYZQs3NfBWYv+7/E+8GVbYj/NRaF21lfCcqUfVTQYPv9XjbBoZv68lHGpCbT9HgysY9Wj4pGhEinx2zbxtKvxleyHua91/XorAHboZnp/cx/atBtVRgxxZquEKpmFM9lfYuteWyeBQQdSnZHBka3IktGswXCiMVfgqh3M3eTQKT0+8GXG9iQIbFrLuMUVaZMT8xmaLQLXH3K6i8hJ53mMy3W/UTFBkcu9O7mkebYtS+BgRo11U2H794Oz1kjcxsJ/zfKhcoR3KkfqYfjzoqVE0vDPAe6n+hlpuuRv6MKAsAIjMqGWDL07fAzmgPkpCTyowVDbwE7P3YlXS/NlKFCxCnjWRVZ4lVm4R4tiZ4qDVEImhwl6kgnJg7qtlDceEqWmDUpCjMw0XQNOwIkKy/Ev8KYNbAzt12KolEVxRgDizPAnqVCpuh66VXJ+DMG5XVvgNkxStKUA6UGIzYc588KHncH2GhqF8c4rnEvuegCufp7nIY+RFvs7ybNYkrAO55Uxi57WydRd1KFrWguX9Yn0iyfsjQiTCGjCaK2K4nwwOxByRUvHjMMVnSBBrhMkUh89RSPJLgX22wdMyWqMmm6oh67Ja4X96ek+8GSGnSCCaud8vFQC8KlWdQ9SnULY4LhILYh5qpNWSxeMmrnxVLLsJtJvMk+YSnIWkooaFz9UfghxQHS7H536dkhT2c74WuRhXv8/rDNZWvw+ChVjC1++plE+B+C51X9XnLdjX/Tpfrtz//9em78NNk9LaqwUy1L4aAdDJhQnk2eDz0/dBM/FSTB+mUKZumJpnwicmdzHbWoGalDsVeRKlvgGB/3lTKMOr1so6tRy8uL7Xd0WSM0FBkXAoL/kVHcVeEe1i6kWm3BfvfsT4UIQejc1fTkPzHNaDY8KJn+BydYTpvQXsojRSrdiKUnS8RH3QFrzKsyis5LnIG4iPzd4jrdkj/QGmuY+odmrACxTPBU7nVEwGzwTl/HsA8BPAVCwhg4ajl3Jdsc80gMdEQ4/qKIRnkva5IdCtO4+vP1z+PeRRfBJJ3/uT9POk01OjaMAT/LFUSR07XEeTiLMX6Zmwa1YSYdUoYx9/0xfNArBnCRodd2iXsWV9WCcYdCkXrqJScQYT67rKi9oCQXlRoWuswFW/IxtY0LOvz2R+T8rGWjeVA4LQ0P1R2NdDMsx/ZXwvl2f05W+6JnKI5Y8yiYPaD6A5NslCTv2+dT1IHSKkNXvJzGJYRy/EZ2zMY81/xDXzmGo/DpLmgu0a8TpR4/o8CH2+dB5eoF6Gx7F3zvNcoON5fAQhajTOviOoXDTmI2P8D83PrlmALINaD7v0WBc9tmtPYY2XpOUsnHP9M0vFEEAMb1zLY5V1BOv+kJW8EN4Yw4JuNpbieY+Tz7IaoggTcqBVizyxoKij0DpQW0LAu+6LfRz7sXO2Ahl/WbPhOb8vVzTCZ1GfzBSleO9As9RZxz8QepT5YwKfnH7kue+FcT0p5/nH9H2jp0fRID63tLARtJwKQAPehTOpa+nMGE6xEUNyGdvzSBbn7Ev3lrwvFVIhLMhBRcRo2OKh2+7N69i8DSZob7AEN7K6AGcywG5BNjYAPQKwwKMxafnZd1vjbXQPrSHKUKeWvsZ+Oy+bGLjV1QCmayCWzxjPWUrJ0OtZi2f/iJQMASN94OD9qIdzQyQ8ZgNBOQgLS58SH0fpI1gfH6s1ak1DPSFtgEZDObLheSbcd27wUWOfDTpzvo9K25n0USc863s312EdDYXMlX+XhqHHPUdn6jpn7omBBta02fPaP0bq9jU/QzblO+epGD9EQ+cWqRElGgUpKIB9r9STTBvVn/k+PDOGLn5MP3a0pmT1jyllikHK0RiwvAZKkIfoCYEp3nj4Gfm16+EBM2i3/DJNNnMSqyr5ICnhM48ZL9vkwkpC0DCRBO2pXobBQlIhaVri2g3aLaC5NAtW6zR/99tt3G72insLzHGMzE9UpsprC6JzHAR5zD6tEZr0kvAe3RRwz1zqfUcdq/vaGHlFxhp4DgMRSUNiqoHfPXw29nOoX7nlL46NAfIhBMXYGMpzfzXHsZv0C4hldSY8E5pdgru0238gEOEs0+N8qTee5bXRuOTsfK9MgvKMzWxwguSXODbwMVsfMSGxSKSmuJBk3hzBTQluZ1LEolO23hq16g4kxGs+ixRDA/abLXiLWKAxFuUcIJOtv02oQPLhEEajfyt6zxpP4MYeKV1L4R1Fa2u2Zs/O95BXufQVfn3xwobP7fev8NBtOE8/qIrBEWGwQzFHJqz1xPOHa/XkbaQQn+FnuvhuEr/2XiqCK4qcyUJT8z4V54nuDfjOdeHrgblLUO6PJlTqm8zPGQ0JHZRTA19r2IYQL+FZRX+ReV+yc2qUcl4QABwAJNj3TeyEA16NwbBCRvIIqhygvCI/5yNcruTOGJvyPmJ479ndKt/ZkO50TjvOcD2e/sIYZDfFefB4lZDe834UFI0fhgdqHT1JfRmhp0fRIGQJxv3K2kTDqA950lcUUJO2ItcHBJJufDyQGFLWjexLROF96euITMSeQsJfQPRpBATVT6X/lhgTagM6U97XBN+aC3+GBE1DksETvGQP4QUiGJtMeGzZYHWRcfJMHWEAQXII3l7u4VsPbqDuzFkUkjNmP4b00npNBu/vlnWHhZ6zuZVbBSKg7z3xbGLCnibcux2Hw09tDz8gNBqRnpik01mfuKPomQ73jwqDB6j1MEvCb926iesoD7FYEZUBhXf1THEMsQBja0CTOlT3BW6f7uL+8RzbIYdBKwN31+DiKmNxcw5qU/9NB8VLHjQ+FV3SuP+U7CnTY4xHRS4gDNH6A39UIBmOrzdg1EioXfGKgDqFltDOCYtromhEpJ+wlp0zOOYqVWumTNnIBA5qGdQCH5zsRcQrq4m5gdSDmQtWm1q3++OV/R4jSWK42NieyD7PtMJBfH7InuZQdBQeMYSSdT0DZcx+mGtL2fsjxsJV+Cd3vhY2Xy4hlnkuhXIw8i7PnpcUNrqJRybPrzpLp41CdmaISc/NlMCgAK5gwV72MVtKyE3oK595WcdUwTrkU2XKd8xnAVJCsiM4Z1BVHqaSfTTJz6S8oz4NgAlFFfF8uhrYZBDQazvtSf+7KGzZO+Zyj+j7zAXsMLH9d6tnEUSJSmcDFTlcnrVIbXieIgliIL+vo8w4VtQ+ioVsFcRhbchuRxFL4cXo8VBSXhfO54areF6Dg0FSz+tW3qWfAlUV0MACoEU0mGyIMDUUNqiGr02raBN/BFk0E3WUlCdsjMLXoSLxOyhqzqdaYh/Tjx89NaFTXchUo5qDQtJS38Ip8lPY1BkKU45AJEIfF4LHufoVhMuFrwWGMMC8epDUKGgBsyBQY9BuGSl+FxL/9JDrWl5UMNWYeWs8auMkGbwoUNhJBueUYK3Fhxpn4a6ucPS8kUq0rVjcJqbFB6d7eO+tq4WwnSfO6RwloS7LEWENZaEIvRrHDSj0lMwR1rvEU3G/MK4RturZSFywl0PPXljh4WcGKgmH9xIVSz25s3eraDNMqVhel/KK76Zl2CWwfFM8C934XQq1ICIMK0whuJKHII/VFXwlgsWHhzvYf/tCUReF9ZDM1sTqRouDFzKbwibcfGwdh/fkWMICIqRjrIEiHo2YDE7nOOSiVdeEei4chQqdYzswPniGcQxqDVa7wMk1Az8JyfFA9FA4Z3Dia/iAGlRTCdLQekVYk5oxtw934SfiSayNF2S5Yo4ARKv1+lEOfh3GyxwKXeqgwpoaVWD0kNetlF+bKacAwF5gpOEowUhDeVenTg3lz+SAOpX21lEzxW9895NlH4aGFaz0YBHKPAb2ULj/TG6pPIHXLKSzQj06CmHxVSY85+E0BQQ3W7ATL29UHkLRyyrb98ormCnyBbZSt6IyqWZL7h33oY6GCfzWtVagTiuPic3gczO2GhGOsvFZw6mKuE4Lq8FKoYDD84kTqEJYv+cN61F40twLH+e4817VEOE9oWUrCde2NEL4jFcim+cuilbZaPgcRowDLhhQbBmqtNbDzan/BCSUrxwiPEM5Ez5ssOjU0WgV3tZxKJBKaLeAad1i2yzDWqCNeMWQNzCvm3EWjQOTDL/knrGl2x1tU2WoMVLZIV+a3Udmxo8ognlKoVNn5PB9TD+a9BQpGghF4ACte0FAtLrG/ZBtulSwD2KpCAePA6WDOhda1FqlDAqKF93f4DFEIygEJ34igrzjIMiFA6hlmBWBVoR2RrFC8oScMNAh3pEhAQFy/ZRazKhNSCiGQ5hMFznFRFQTcoTGG1y+eojj510Q5iQZfGIcbh/tYuf1qje8IbzuXPiXsVNCpFHo1SEes0Y4SB9kULhIsdOxX5zehdbRYE+4tHeCk0+vBudvlOlmglhX0OweaCIUUAib8qhOgL3XwxoJhQxTwSQEIRdR2YtW5rD+0BjwpI5r7ujhFnbfsNJWqE4v1vA0aR6Eazcf4viFfv9tQMI5S06TOUb/1FCLlEOEdNS1ofuBM2VxiJLwxendRCU0C00JXrRaxxD0UGaAtQ8NodllnF4jcM0jHo0JuJLwChl/guPRmiPUetgVcHCwJQU5K6lpYDoeRHn/JkILS+jKyJ4cm1YGOAizURAgioJOgYanQmF+/xrDBrEqu1ZAHBzDOIJBQu5RgT8OK37mYZXPhX6cNBPMvzUd11M5IUzFsE9OVuxkjOl2dDzcBlF4Hxtj+sIheUFGZ2XkOaok5N45IAnAWvRSayEYraOReYV0rqMXNAjKxiSEuJzE+4MEb+sA74QvVrXDlm1QB8t3Pj8+9DO+B1LI87JgnzwjXKvuMuLonYtGiZF5OdMeEXh2ql+BYk1JGxwFSu8JS1eJkmNMLGCn1LCF0X4aSM2fgX7l3msPwoorOa9a8WhUxsd7o+KdDSaicXHqn86XQDAPhEgyApQ3AEcSgZApGh4UFUbTANQC7RZja9JgbpZgy1kdjU4dk7HFygpPnr2I7jsJezy2E1nI+pe3Ec/P2tTzjgJvOvP+rM99GYPiGs69nj9SHg1+gn5+BOgpUjQ4Wr4VnpSMR15wrRtzCyiUYNjswdrcsI3XaRiLwryOzujQgojhMhL/bFqIRyNYASl4NOyCYJqgaATYw1QsSgWS7DmZ0AZI32amwSyruSAWObVsUewOoNWkRVlpncVnL9/F7OZxUIQQLHQO+0czXHqtjWPWcABlunmxr16oTmDOYkUOilFhsaJoxMzDFHIqoRfzegcDYUFAxGEnL4zt2d0DvPypW+X3+W2BiQsMb/Z59M6EA5PEAdOFuywKMTYO1YJx6Tui2OQeDVFGVTmU8ImWk6clHmjBo8FWcPPNfo0Lb7bi0bCMKhSz6wqkr1x7F81zSaGiTBDoUqEs5UrV0FwyAOeKitOGOHjPXKquO3D4jR+uad4cMsHUQEKyOtZ+6UwQ1BpCu+OxuObBdQpVoVCPxrcGh34rrH/fExQlBEMUDbNi8P4EfgJwLd6RwsMEFXg2tFIOkB60jGA5DxtJreHDQhZFRaA7h/pnF7u+DYqGCR4NDQ+JIZSkxfnyjkGgbDPh8bSpceWbbexz2bHsv4ye0pg6mfOETiv5eMbuL0Kk0v1DKDbnSWplJCu9MkIKAtEqzJ+ETsmPMRkPDo8WY4aB92pMUKWkrECfjFjJoyGKBsG34hGZ1i0mpsWE+gVVlV/kXuPEy/MpVI8GklBCSSlW40FhPOlQ1wqevLwUFYiUsJEUUyB5ofXsFIXawCArSBl+GIihUwJhSzGEsChAORCeJR54KV5Yk0NlU+jUWoqKkq730tMTdWZOYT56Xi9iqDOn/DnvQa0qGgS3xZhVLfbMIoROab0j9OGFzyLPpRB+Dg+HXt6jIb6V/5nNdawblM1rD154A9Lruh6xQqH/mH7s6KlSNGSTUGS2FAQFdfcacGG0LWKNgxDYwxVX4VYZVBYa1OtD97NwmJInrHwVBCJhIOrRoGAhMS3gJsJ8tcp2l0l45fJZQhoQhD9ysdhZL0cj668kpeaKFeFzO7fx0tV7oX8yvpo8mtMa228coJtMrwmOAKLlqXvQ6nWqlOSWjWJ+x6hgiCa+Q2DYVZ4K9oUfJjw/f4ifv/6dgbYTU+95csM7V28SZ2uguCzerxZFD7tkzN64kwlbnetD31QIyQvZqSDCtY1W0uqYsP3WUVQch/KEHBN+/+6buHL1MOu/FhsrIXSjcXNA2SjnJx2+3PGeGRKhfKI1W2ikjSFSwXtoHZCGZJk4hnQfh7oCAG954OIKqL0UVYzfA+wkRJGzImp5SF5UnloJnbJHBr4CuAo1PIiLuc0FkjOhSIfGGv8vilUCAEAU2DbFuR97T9HL4GVceT0F/RkqxKdVwHPr8bK12P72Ghx9LsNM9PlKutbOJWBFHlxadjeNTy8oG1ve51FeHYwhIgBRETplco9wNp5cMFcFmYC+9zDMFTOCohF4divzV1fCr+sojOcAD6bsNyHu56j8QoU3WwjTSgWUO/XfyVnLLoF+yK9oaKPUnzQRiN41XR8yjyVohYTOAJJ0T4Uxpkf5nIdK6eRkjdXWIedzg2iHeZ4DpzkpQqdyCoqG5NMQlr4MnfJswPoetTji1GOrakJuJMcinBsZXIpnl/0fqvdSTE33600esm4/5bcrSMuAmEP5/l/zWO78R9eGKq8f048fPTWKhkh7Jm6Qs5BWlPJk7mjNCTdwZkW3AxZGILOSdYmz3ww0Gh+eCeEqIJkQmsIVwCYJierO7D03c1frWGtqe1aUIXjGFPqQkqafrR/ixe0H0V1PJB4NrAzMhw/68zVCZWXwzDKWz4dSxtA2tRYXykbmqYljy140M3CxOsGXtt5Z0+D4V7lwliyC2QtEaVEkx7AN4D64Hccl96gyEZROIFpElVTpi8mouuYWBHPnYVGAcWj6Pzm5gxs7h+ODeVRiIEdiAaRftXEJWWbdGTf2XlkLPyZhiON7HbBU+hR6QhOHyVYjHrtciWIAIeFQwhfKvB/K9iOxKC12hSAccELSepykeQysIYtR0yvmzabJjZ2NwnJnjXdzmbRt4hQ2KPfp74CoVXyWNZALdM6A3/3gTCG08CR0eGYqcBn+3GBvbwKBfSYNja1DMZyj+CzrO3P0GGqeQ660qLCcQ9Qykke2/zwq8lnUoMUsoVCVceV7yYczoDiM5bGp0hSXDNBDqHok6vLuIcNCRNSiaECI9Zw667yo+TF0rnUeW5D3AFPM+xm8Zt14h24YMmioAhq9HOHxauDLDS+VR0WdkDZa/656w+qGIZ/10jbRKc7IIx3yBBrqLKC1DWTdGdnfXUVPjrgfDXjbKAc9QT9POj09isYYbTgDoy/zozLrTUhl0cf4rHW8JrfKeZa414lp+9Y/JnDTPL5OBToPmsV5kX5yYas2Drtmca77Bzqw+bXM4FUInTrjNs9meB7yUB0P8Gpg/jsvd0YNZnb4PT0OIW7IunwWxHB57Zp32FGM3ZCwnyUokuGUDNqlcJgBmymvmuC+Xlk6Q5l60igf9jn7zUzwy+WmF5+v8Uelx/SYEor8fM8ZE9zO5c3rPFf3/ibc7XGeC99vGiu+eO7aDQMGKDUEduksD8Dmz0yKVeSbedOGJPIhU5YeCYlOb39CBMgfpfX1MT2Z9PTA2+YUDYdpJ58bHrpzfS/84CwvifwnavQtG7gpxcReI1wzWkhCjAM05Ok8BdEMMRZc4632wqBgnLvz4xA4fTQkjA7F8o/S2SbQ3vOLfp1FZwl73YYYEUJY7sfa+zeB1xxTjjwI7Qxw81qsD1WdxcKHa0aqpHaFH/IEH0KnCBDLag5XvKlLPnz30M3xQXPpzLGNjcvXAC7sbHT9OuUxn1/izjLIDu3WG7zZZNeShDqay5di6BkHBBOte6FtirWYcOynMXnbUAi61zGxQFK67UkMicjDDLtV3PMQizjdG1jOH4U2UYyGIKSBYDmvPNodGdeHq90wNkJ30+Xr5rsNZWNNMKMb78uPKihl1uO8H9KHEEqV9eWxh3dzSlwdowQRPj5Y9XiXoaq5dzXzNHVCzd5qd6TKeHSqDE9+gSSVUZd3ny9s7exL5PzKvFUDZ6tcd3Z7g0aPNf2NeS5sRMBvgdvNBSzbSrZluPeddg9+NYwueCaFsbkpwNtbwTNEsQ5TO806eGEXvs7GEHjyO80VUFPmr5w1tnyu2t3pIwgoWAsUMXj9wPvprZdzFj0Ghgv1xudl60I8Wk+IdvUxPVZ6ahQNIhSJTBV5xDoa4TPbC31JMGx58lUKZUjhOmP426P9ydqkgMaxvEggRzAzlxLpQtgU+YDCERKxLUSQcjTcbtzEwW2/387xzw++nMXRDidNx0NVk6ZD8nvrEyIEBcErxFGtGSTi3HZDhMRdqocEn6mLDClWvXAEyvrWoSgwhHHBa1x8yu9YZ32KdTQ6z8uTgbtzySzMs7nAWF6ZCoLY9lZMEi3d8umHA968IqOwT+vAzStwxaisw8oCqCQ53FjJ0WAzXlSuO3dvr67iNx584pEODwBodx1WL1wqwjK0bQsf91vvsBr0NqQ1oAn4Xe9F6y3+X4dflTkJbczqFqtPXwcYMI7ATkJXjOVyzXkGHOGD1UX4mjG1sva7a2V1gbG4vhXgnQNvsLmSIddHBCWb8PpTEbQ0D4q8NSbgxVAMUBnaF/ZO79VQf8sNvm89sD1JAu68xekzU9gF8M2Hz8rerpAhZmUWeAKWropzPRijvSkN7esuTxiiDImuVDSQzfM6KfR83Ry7X/ZhdgZA5kmOkxS+CnTGk6F6jSmJEXVKww8z9kOhvX+2/xWYDjBeb510qWs4WRdmpUnPWR89E2y3yzmSnfImRcrTrREhaccnP4eGH6K4ZbMxrONOnk0A3HCwS+Cbh89i/2iGPUWdIo+vH30O5nAzUSeGW3aQ+5o9xuLZnZj7eOomWO0xFpcMEMKYT1+6LHw9U4onxuE/Hn0a1QnJvJCGKm4aOkU4fm6GyZEbNAQWE5mFcp9Hx1gX7qwPIyC+iH6odpZjqfGCGZQysnv1eSWUNCKk+ZPixVlLGyjNP1B6kvoyQk9N6BQZBowNMbYhkc94sMJTmr7QEVGDAjRkPPQAETKVmZkEpzrqLuf0Kx6cGs/pgJN2gsU1xukNxtZ8JYm9LMnhivbEFQRdKEAZWvLjQmJ+5pHHndUu/tn3vpBQp9APb9ECcy2n5Lq2NVj6GktfxTYjPJ+BQAZbxITRjSl71mAyeKz3kZhVIchH5ZAjg9VrowCQUUyMDFjn3JLUFwCymP2OFU7nJIvRLpgMsQjTNiTP5omhnNZPc7XB0U0Ls2LQzg78hOIzS3jXYNFnEQ4dKOTKhDXQEFYXKviJCNi+YmBSw1cUUXCQo04Nhl6l+fzdw2fxjXdubvS6SiQjeXfVxRUefnpazInOf15HIx6uYb5GiaVtRqia3BnCwlX4n7/3lTgOANierHDvJ2YhCRNAS1IjpXKYmSa2Sw6glcFbJ1fgJ4xJKKSV4G1DccqrLQ6ft6FmjAjjZFNNAyAXrBi+MvL+jU8WZQL4DMUV2dgKy6xMYsFDYjvZ5xF8QsPGsuvV6p1qQVjMd5Y4eNGiPmG8+f7VqGgouESdJwUTo2WDf/LWVyVPS7ciAaTv79F00zOVAy54I0eDgEo3rPt0rJnzHLpxnsI7yBSK3BgiEKPUQ4ZQyNocIcwggXRIQjPDUOkRk+cFT5M3gHcwbQLw4JBrUJPD//vtn0B9uma8ocEepHdnKvLwxrXexcGEkP5nninlRQXMBR8NKCk5PXaE07pMHUEcl0J6y/Vp/s5aZ8rXadmiPmL8zq1n0TycBZQnyaH5Fx98HpP7JnalbCDtwyQU98+O1dUWB5+cRBjd43aC5kqLxfV03f3P12jnKVGfDGNqW/y7D17CZD/VBdGzgnVTdSnPBQFh/yWD08sVYi5DzG9It9hs75J6HyNvOMem6CowoX9Roe7Uwene26ujgTWhsYEv67gUofFjenLob/2tv4U/+Af/IObzOS5evPjI7Tw1ioYxXAivNXn5zJYJ3bqZ9PCJbtkCWScoFRkCSUT82dQ6zIi43Mq4Vs80WN1scHn7RNpzLqBOBXjOCqDKY2LaDN62327OqAgiSNxa7OL02xfFghXgPYtwkEAehMZbCCa4FJA68RNRPrSCbTgEYQQyWA6E0iIWaUjxCgK14yDsq5dhwLIi1uLcijlwmUlC0pgcE2uihHEhKFByP7LTJt4Q78t/F5StgSoUUSwFPmGe157dx/FzgF168O5cajNodepkOi0EDUmGNrHYn2kEfWxxwcBNBDbRVwBPa/haCnzNTBMU6RKffsh1bYjx2oNrmH5nqxx3PtbubZ21/eyVfey/jFgQDGGL1eTCQboBxGR3SoOy4TkU7ANiiMyirXH4zSvSr7BnL8+O8fBLAttqgqLBnjCZtMHDIyE2pgXskvD24SX4LcZWLWgwedE+z4SLzxzi6BOAbSQh3NcMUwmSloWPvAAQQwPXJlaKrrM1Gg/iDkRsEc6lcxyUgV7NnUwpLL0KWeL/mDAWoTgJK29xc+8AR59ymBwyJm+Jd40rgAMsskUSEskwFq7G0e9cFgNL6IdAXCZAjdi3jsVcrPSq6AyEHo0pwbEBgLP+L30GexlgjrvjLsMMO/2h8nfRlezSiHqjvDOgDEbYTW03zH8Xya8Mn03zKQVT2w4SkwjWDBQQ0eQoJoPXxuH4dy+hPs4QndKAs2chrc/OOF1H8FOKvGpg/bDewzQYIuvZYAUDeIq1lQwYvjahcnoqlhnnOLzLvDJ4H7Y3C53JzurCA5P1l4Mg3rAFrRpMDhjLt3dQ37fwFYW14vH+69ew9WH/rByclyBQF7WImLB34wiHnwrALC3hqJ1i78YRFs82UM/JwRcbrHZM5A9kGBPT4t7rlzG9x7GqfGUG4NfjuZO/CHn2yWdWOL1GZZjaUIiRnoEIe3MDRS3yejX2DVHkZWn/D80lcWZEDeszKpzZ+o11TAKPEI+GGnXPYyn4mL7ftFqt8Iu/+Iv4s3/2z36kdp4aRUOscSZ6NCqjGOgUUUS6QreETnUK+wDRcinKBkJBpgB9OIi8kf0OljMKCoFWhD1taly9cYCbN+/j+vwwejRMI5ZaYsBPROiZGocJpDBRzkw0xlUUgtKCdW+xjUu/i2y8CCFYmVeEBf2qZSNVhFvAB0jQpauitYGQWTisPZOZaR+K+eBkxeIQJlGcaRns8Lo2U3gKokCUQxrmlqGGLah1Mp9tEGCgitcAMkz4M+YQRIE6WXX0YLWhiKKGk+l1rTd45dq7WN5sYJYObncGN0mFHuN4M+GGfcjZQUAKCtZ6uyKs9gg8ZWxVDbhm8KQSRcN6TE0Tw3mUsfe8VvHw9rh3fwcXf+9s9Jkhy7xnwucufojpZw5EGI1ygAphrZjZOu8lDbjTYGFF1vAMFOt46Swuf4OL0KlLk1O8/IV34xxRY+CZMA0eCwDRK2hWwJ2DHfDUCeykaZJFOjzzy9ffh3thId6nFuAaMNZhmgmKlAm9PhOspBAZozhUz/LgAKl6dsaOmSiuRl3Luce0C6s6KESHEMGVr/DizgNc/MRDTA4ddt8CjGP4KvQ9gw1W4XjlLK7+dlB+g/KxNkcj6svj47WdPg+GOEZm5qLi3frSo5EbWDYJEzyTlBdpcbvMc6mVwfNwEADRMFUZ16t5okKeWrCLsMpsPQjvI7ALCmyooaToSTU5XP4moz4qzbxdxS0aygbnM1jYdc3qtZmi2j2vilA1oJQSAi9VIwg5Eb4BSDHYUIg0Gu5ieHDa17HNTGBV40rBrgjg7IMhiHTHcj6haTE98Nh5x2B2TwrbauTC7ncttj/sGtSMPhjp1ZRIdfl8fPHaLbhPLmLl79O2xhev3cKlZw/ida987i002xTPMrKMLdtg9w2DrftSRFDflQrfgxEQIT9MBfcvfvo9LK+kNZlQ0MI1SHtDlYJH3RbqbQPSGax9JsOSEzjWNkudMfl/4JU0jMgZEcaU54d9ZtonX9GI7/cJ+vl+0d/4G38Df+Ev/AV8+ctf/kjtPDWKhsmK88GI9VFDOXJloRtP2/iAod7JI1AlQ5lqTe3gBhxycw6FTi3bCp+9dAdfuvwBnpkdigCk9QFC6JSvZBxaEM2AC0YgHUPa5KxMjXGwmOLit49imFOqVpsL5JRc2E6sxOwMlr4S5SNHbCIXwtHMsJchoxT65JMljtPhkkOkFp4DSvd34+l7jDRj2GOHhY7LOITqrpIgmNz9w/flv7uUijD14241dOqndr+HS9cPYVYObl6LJ8JyEToFIK4xDWHTUI64Blqg3Qa49pjZRtqpLbjSysCpMvigANb97GGNvd8bgb3dICnvC9sf4Gdufq/H7GpyCV6YVDjULpRWtiEFNAozKNttncWlbx5APRoAcHlyjF989r8Ez4/8sCdMqjZ5K3QfrQiLowlo4jGt2gj5rOTZ4Gt7b+OF6w8klMVJXlRV+WiYiOAMkHH5WowXNoe/7azDMc9OnDcmdAuj9TwglD4vqtBnbRe8S0NCgrD8ia17+Oln3kZ17LD7biN7O6tOb5BABYgYjbe4+I0HUjwt6dXZi+yPp0fZuyw+zvaq1jcq54XS/IQck3zSbIRO3lyaitM7cioXfMfnSi/Foq15jgaAWIcm58H6XlKx0pS/U/AlRqqHkdXRSF5zUTQufvsI9rQdnO88Gb6sAbF+LvKCfYMC4ND8DECFU+BNMXRKFQ2MhGcNebc6bUblu1CqR8IQQ3sNW/Byhfqwxfb7HtMHHMIC5X3sfc9hdme12ZoFBq/76t67+PQzd2Ko2GlT46t77+LlK6muzP/wzH9CuwXkbGBqWuy94zB90EQjn9bBWtuFoAB5JvzR67+D5oKPS7dXWBZIMMiqFFA6m4H1W4WZAiDBCM9XPhQUU/VI9nm31uBCcX5Y1Ygyikp9WPPMFGSttdPyMa2hg4OD4me5KULgD4CeGkWDgHgoUxAqiXhteAdnB55aGYBs42TJV8WDNmVombWndQafnN/DS1t3sVedJou8E68HGKLUaKExZAfL0HizLhlirNoK1Tt3emFOQxRreDCDg0uz9Ym5GWUylHHUoeGNKCB6ayzYx34tk1tHJmCy60E4mHjJeVJnmvNYPGqAC6ugAWRKRrePkfkiIYFlTTHkGS9PbuH6zhHIebipibk9peaaK4qqGIlyB4/o+XIzjnk6MAyu5DBRRSMKcWPzlsln1YmBeX9NAbbOffnAPBOen9zDT+6+kxQEJAFDioeds2CfNj8keEP2CH3vgzQOAHO7ws/Pvyvr1UEKSjJQx5wJKhR6LCxsCD+MewiIlsGXJh/iU3v3UgE1w6KU59ZOfW2EGIpoVMjsKlEDa2uoMFUMlVu3NbvekQ2FfecNrtcH+NL2+zBLh+mHJ6H6cmgWDBv6qe/LM4Hfejd5NMKePy+SzbkoH3vhVbDFnJ8H/vo8z3UDAtwY6pTyGdN55/IdUBRdHHmeJIOH9ekUXVDWv4a1mu/dhlm2oeHsGXk/o2I7XEcnXjs2bSNKzNg0F0YQJ8qgDZ5B9UIXBpSMPyh1jSGe0Z/nDZZaNCB5B7toMbvXoD7hAi1u6/YS1cEAjPnavZY/w+Az09v47N6dqFi13uBT0w/xifl9AOI5/rmt9+Hr7FgMPHnr9hLV0SrOj57fXd44lAzt2eCnt94Az13BZ4H+Md4zOj4O6hg85DmdF9MNd8r7WNynl1Pveg2D+35a53/c6YUXXsCFCxfiz6/8yq/8sLsU6alBnRoiGjgkImWHQZe6CXOEx3P4TU2LuVnhxExKC04QzBlrrDtnkPcEXoiGy2sO617iM9aHQ2yckzLWL06Wwh8U5dYifZcRIv0Rh7OOuUsdixYLj2gRGhUI1DKUX5B5qIqq7pQsp+ueP5TgaUWyBj6C1WNGDXbtae/z8xSkiuTTGNcRn5bPq8nhYlZHI1oTu/tEbQO+hL7t0rZZYss2sT/Jet2//lHXStnIR7x/w/03oRYT20peWJPFQGKYFzAT/MnJR+/fR6BCQP1+9WNNu8W0nPX8sYWbfT4U+nNWM7xYSN7WI661MQ/FOiPVuWta6HPOMnJ8n0lCJEVpy8msHKjV2M5Ha3tmVtiyCf7LMwlfD+GqALBDNbrTbSnsN7f5Ao5Gt9DwLjVFmO1GbXwfjAKbKDC9/ExgPcJWdvZvAiP/RNCA4vxDpdCXd955B3t7e/Hj6XQ6ePlf+St/BX/7b//ttU1+61vfwuc///nH1sWnS9EYc/shE0xGFY90/VvNVZiW0FttG+xrbabdIvDOHJrg5UKYjQMleNDOc/P233MXcH+xffYDw7gU3jen7hxERMyOJ0etrSogDyaoPgJ1KwiX/S4bP/ETvNZcLT4fU7jWVeLNPRon7QT33E5MBt9IWewooBGqdoT0uiKONhCtGQMQFATfEbjy9RveqVjUQ6hObkUPv261F3Fvk7VyFv2Ai9O5qHhlH4bwx95y4bOVlO5ND90cby+vdJ55xmHHKadKwhkpWvzeaC4DzUBu0Vlzdo5DK4aToNN+oZeq1gxQ8Bo6DvCRnqM1WfvpmfCdJsFnku7xLPG7oGwPPopQ2qPMIqo1P3DpQhxwm3seg/cIBt+3MIuuNzMaI7LwWWbC3XYPHywuJGV0ZAHmOWO97yoPc+VyaDTrA2koL220PDbiXWf08zyk4Ttq4X/Qznse7N6Yedhwt5Y2uNwQA5cvZuFx1N8Tjyp0hyE4NlnIM8F5woJr4RdWzpvvtj7mq2g3emOJnrAzFu+AoXPwtYXPbGy/b3tYl1PR/4wG93TkN2aYP+YeMD8B/J6AjMS+DPVhQJFvdn5ElI0nkPb29gpFY4z+0l/6S/jTf/pPr73mpZdeeky9EnpqFA1lrnpQW3hYE5LBR+QnrYMQ5TeWdv75wy+iOhLoQoEvzBSDDbDdPRssrwCLZ3ei0Ou95EJ4NpiZJkFz5kSICFe/cfwS3r93ATc3sCBZjdnMGHCRN5FRDNkJiFhwEiPtQUViqw2hZ91E7HUUk13DQe6DVyGPiQZSO3I4yPx+uNrF/3r6SpwHpRzZhzE+/Zr3AOdgHGBawv3FHL+3eFZyX2Lcckf5Cv1maSQqX423IArJwJQhieTPDwrkCjbAQYaY/SwWPuugDI0RIQxdRPrKwioIIMuYmhZsGX6S4FVrapO3JLPE/5fjT+K9uxfx3NiLySatCFk6Qx6JVbbHPFIRZhfRi7AOvTAP8fBsYo4G5etiIBzL6WIKa0jhQaUtRvFaWRqtyOP3Fs/g1+98Mo0njL2L1KPvSUPvTMPYP5rBtICvE+LQv9j/IqpDG8dcKzoSUn9jiFV3LpmGoUXX0DoZfyih2UFAHmAlWVZzzADgH+//lAhJQ4YYypSPM+hxCLFm3uL001dC+Bph4epQrBJgrRejIaCPSfFVXafrxeDs/0oU1tg3jp7Dd+5fh7EUEo+FhxRK2pr+eSbMZg0Wn70REHg6zzwn5aAB60InC+pIpR5G5iL8SB4gxVAw7XdEDXKChvfa4fWIqqRzsRF1+iNzUN6bh6nlp5VCj9fkcPLyFUzvLYX/GeWxCfKXBtoboiFPrOSLJUWdHNA4i/vtjuSHzBwq4/A/738NdoEihKkmB7aq4Mt4BQo7M2qOvCsK52MDA/bhgAuFZvP9Lf2mAEYjzyWZsPPtj+I4SoaxaFwkDCpx+f3OGzS7jJMXxLClICk9np3lrup+atji+MYjFlb8mDama9eu4dq1az/QZz416qMxHrDC/MlIjLs14dA1I1ansPhFuBRhryKPf/PmZzHZTwKjCcldGoMpPyOWi2DVOX1OcLk16bRtDY7dFA6EqWkwN8vo+owyU9jwlfH4tTufgX93vtZSE/NRkKApk5A7IBRwVtvCCToTHOHU1WJpDMmjNofz1aTMrhVlTPiM6EJiOXFenjV2uuqY3z25iP/vay8XSZ09gW2E+Wkl14YtuG0FLnYF3D3cxqv7z8NP0ppgHVOv2xQFfvJhjoilJkbFAXK4jX0OQ43Jiq03YqLXg5AGxhAP+ACrCSvrrvVR0YARK+jUtkDt0c4sfM2YWCcM3Uj/84KAX//w0+C3M4ujenwIGCrA5juHvSiqw+9nzANQCD3IvEy5RWzMyhXWoAPFei5RCa2rVL8mjM8D4b0kq1qu/FN8b3KxIq594+FNfO+N62luoYJWFqvfFbCdh10CzYMZ7JLQzhS5yeGfv/15TB4GRUiFLWsyFLDufku/U8hif0pMkEJTmFwW+jKuWSel2Fmc+ClO/ATUOHBlJHE31OUBgH/02iswDWKNHUMMMslb18PmR8ebkQkS3S4NeRe7pDzBM2Fnd4H7PzFJ0N/NRDyrFYBaYZwpoZrhfBb9NIDyz2QI4aI/6QzwQfGXz1+9/Rzuvn1R0IRMqmXRhRbVz4fgbS9vn+Dul6eZ4Ehx0xitk9TZYmu9bhsIlkWOQEaqQDBTsee668xzEHY9YBqGXQC/d+daALmA5JCRK0JmHkX/XOsdCd1rvRjm7nylFi+dofA+hKcLQIYqSo+glXIab+ttPK+bpsIHzUUsfYV6u8HcrPCP3/wq6iNlVDJl+vxUzDCTNYYEdi4NS2IkCMbO8JkHReMcQfpXg6LhwKpsQ6Yn4AOlYSga4BSMgNH3aBjNz0Iy9BRdZmhoausN2qsNHn66AhMwsa4wgBUsI5OrwAIFf/yJJz8bXJWjJ+nn+0Vvv/02Xn31Vbz99ttwzuHVV1/Fq6++iqOjo3O18/QoGrpJDIEMY2YaWGJ4qwX7xCKc86JUsA8wrUAQWuNhvrWD2X2fCvAYzhJxz7YiOCbcePE+Dj8FKKyhay0OmhkaX2HXLLBtlgB1kqOIYa0kmL3xzjXsvjliXejAMKoVlaxJBfuCIKb1DpKXIdS2aF0oEmewcDVaH+7VNiFwd13Gc+aBnzEl5w1aNmDn0qZRa2os9iZtvn90AfPfTjUfCHpg+mjJycdbPjOMiy3QtlKTYkk43Z/h23duwE2AqnJJeUrTHRmxHL4+WJWEoYIgULWVMlRXxtKywNQ2XIkHJHo05OBTJRBAGSIVD5hKPEsuodIwBMp2y6xAtYebGfgamFatCGCWY7VqVSbf+d5V7L1xxmuhpBhFpUr7kxZTcXBpOE4v5IN8TNJH53CRZw1skHDAgrUf4kmTZFPE3ApUVSgMViLEUXZg9WSS4vAmGCMQ0W/cuYK97ySn7rpaDNFg4D3skjG5a2EXQDsTS/vEOKx+9wK27iTIbPVoJAWvL3TrEFSYKb/sT1MvdG5dwj3LvLXeYOFrnLgpsGrA1sDVIpCRDcrYb+7BNFzU2FHoalX2lYf2p1aFqywvRr1ZZxAXcy5/v3DxIQ6+tIpQoserSfBoEMxUYIs5oqutb3+TXKFCuMqUv7T/FYoz8S7PhIfv7WH39SoaYCoSZZ8Q9lOGSpgjkGn7ngk3d/Zx8JVVD3UK0PVjRvdRGkAO0IG+pqdDWnM/kNag88FyD2mXO8YkZjGCkCOYlUN1wlh8sA1fkdR6UkOe8oDYgTPy/Ub6NYxghaisTU2D5qtHMkeWomeFDPf7r3PVqXm0jlTZFH4kCIDNqsK7p5dw6mrs7pxibldY/dYlTA6TAmFMgByvSEA7ggJUBf4ofGFgDWfFW10wVAnypYzZcYLH1/Vak4lohrWRaA0xrKpxYtiTquPLq3tnzcaxVCYo0Hl9k4yXqWLaeoPL1w5w+FlRLmrrMKM2GsCUFGFMzxgOfGr30w83eykf0w+EfumXfgmvvPIK/vpf/+s4OjrCK6+8gldeeQW/8Ru/ca52nhpFI8c2j8WWrMusACWSEoXNJto+xJrFsuEufdtjdt9FgSKHCxylrACcZ4P/5sYbaF9cxAPGO8JJW6Nhi5lpsE2rZD0M+5mNWJdrcpi+M8GFt/TALQ+zLuVWNhVKxhJiW7Yi8DgXCsUBCyexqD56NKQAFQHgoKipYLsxhflVj8YIeiEg3cXDoy1c/a0+RGGvKFqgrqfAsRQiZOdhVgy7Asx+heMPt+EnSYErhDfkigagMKnkCK23IOKgaGR1FJD6weGZK7ZhnAFSMntn3QRRZbyeCatQwEgFLmKZ/6qSug628nBTgq8ZtXGYUSOWO7WCBsFv9m6NC6+nREYVINauV5+fNtJWiRJjsq9GlEtFliGtDJ4EjyF5I26/aEk2hQJhCKAqeTSUHCfY2STnZnObWQilCzJfy7tbuPwtrR4uDTpQWUcgsxv4oGxWS8bsHsEuADcjoBKPxsXvAFv3PBQdTgoGpsO+O9ZIYbyx5sEaBDYNA1FYVZ3nNBcaS54URecNTvxEPBqrBlzb6NFQxfjaqw1sA+FnRurCUPH+ED0a62TFGKaZ9XloHAV1gCde2rmLn3r5LbEet8DJqgY84Gqp+D43q+Ql6k1monMJtXp9Pv9h7pxu2E5Rza33Klx4w4X1yFGAjbDpmaBchNfGZUn4xPw+fvbzrweLdVK0AZQ1jnSoI2NVoe+sIcezInjEcsUHEI8eA3GcJl6H4r2JEQSiaJwCWx9YEXQrBtmyllHe/sbUOUwM+bJmEmSeWraYUYv//nOvxu+8RVA0cKbyNUoaCc0Jarz1VrzLDvCNwZ3lDk5djWvbx5iaBle/4TA5cNGwoGHOPjPwgYRXTDpF7OKwRegoDE4LrjNFI3g0Mp7mmVCTFUXGDng0xogT6Ah7jl61XPnPDSQUSgT0DBveR/7bOIPPXb6DFz51ByBgalspZGpS6Fih1LOuNcLS1/iF575zvvf0MX1f6Vd/9VfBzL2fn/u5nztXO0+NomGQ5WMEiFhDwfo7FlMaNiJ5ivCDBoy9148x2Q9wdUCMxQxm9si8B62XgTH8zO7rePbafmyXnXgOPATNYm6W3a5klgmP2R3C1ruHZ1pliLLDP0uk1dsKRAjWHA0pIiUxuISVkxwDZdZ6iMQQAaDoxyiiFZtCAOLgPWHn+8JVp93VaY35796Kc6FCuioaytzHFK4yR0MUqOqEUO3LAWn18B0gh76VXxNUteiZ1Dbp53ioACnwwCn8Raqq63wFRh2tqRS8aZWEW8WQDYANh+J8LWzloqIzMclF3RUMtj5kzN7ZH14rA6hFBaxzlzqX+4FrCzCDcM9Gni4gHj5FHLgqCcSAtWXcMCB5HwoBHRSVoZoSeTsVOdT7Fltv3O91JU/A7B3U3sM0jMk+w64YbiLvpCaPvTcXmD5ssrA4X8S2d+ehG2e9EXUV1DEBKqwX8oALENVLX4lHw1C0rpKR8W5/8xbIcRSQolcR5X4bRbLpGho68KVKa8NXwnt/YXYf/9213w7eXkLbSugSW6CuXaz4zpkC9yhIfEBat2UdjZxXo6wNkHRXbN1lbL9zDG8pGZwy2HTZh2Nni/y6UR/gT1z7zdg2Zd8Vl2tOygBp17vhigV1PEzrkICU1xXt54UGkUKnyHnYFWP6gMEWyaOhXs1OR4dQidZ6WsbmT/vChJpa/A+X/lOMKIhrOxoAk3HjXLpntjZcZvgwDuDG4GA5Q+stLk9PMKMWu9/eR32SeHAhF1gqDJNrDT0dI0GsL5LziszrAQAVbIiw4J73YcgI2LFv9T/PrHwclCMNnRrznoIl1/SzOx/iZ6+/CSYxzNajShUXPNCD8PO7vzsyKU8Q8RP484TTU6NoFBZ9IIR3lIx5SEB1A1NkHh4X2OaDjDDfVAPc7bnqAS5vnaSDzlO0nnULiXXHYcCoThjm8LT/rBGKoWMbXKuuVGVk3cSw1BkVds5us0uE7HDn0tI3yMcaA/fhhjUf8ucU8iYB3kfLpGkIdokY3qAFEEdJhbcgEEXmSSNx6OGjGBLTKfg1VI0+Z7rSf0as4ZLNjyUPYzh65EzwqDD1x1CfAHSwWUzlaM2QtTcNf9y1fJ2tbOT9yOasOAlp8NDq3g909nP2nR66dknAgwP5TJWbmKSYbuj227SiZJBH4V2pHpzCLFxaE2vCx86i7vXFn1R6X8coF6IlJNLKfGbJsnqRv30n1MzotJnLhWe9v8dEu2aBz05uxe75kAjLwTmUgDce73OHeD3Qr6+hPLE6Bcz+SabsjJ8DY97mHbvA5ye3M29e+i55a88x0LOE9zWk65+ZsMHyEl4Y6jxVp7qmHvtrWft8QObpC3UtH0WezBjz2p/3GZoMHp/JCIAgApKyZRvxuNx7CGqyvBQkz2OuYG/aJ71M158I5gMhltrVgWc8mmLV7cjQs4bPO8+ES9UxXpzek36cJQVnio1jwgvVSAHZj+lHmp4aRSMnIsaJn2DZVpGJDxWWiX9bBtcW8JJEGm4Y3MSPmnAGJOEyMrWz2nrU+hOZsjVEhhi0tRWFvDbE7UYGjke3IALoCYRmPl97+eM4LIDg/t2ep8+4+Hp9E/nL5hDyFYQf7eOhn4DdyCHwSB0H/KwCqvFtGl3bMTRp7MKPNocEPB5uMQKPOESuULYIrRsOQ9qUusvIWwZNJ6lrHa/W4LLrFqfK7u3SmLFgiLphPo9NpufkpQRQgDTE0J6Bfj7qnhPgiUe6tSCbbU4OSr3m0uWFMXthHHlfHmEMo2GAHYr8wCS+eBZ1+6P8/jzr5Lw0xOM3nhcOIagDXs8CIW2guY90Pnwf6JHhbTNKxg/9W/ZVDIvLDUn543T+xtZq9pmvCair2JZ6xCkP58wp7I8jXvaMXpvU0eDweLPdOYMpOyv1oyHlxQC0NSuui4VwrayDQ657xqh1FeI/ph8/evreNklowGtH13HrwW5mEQ5u7+xSZqlK2+4wTm9swTTAbr0EKhvDsBSlxVIeM919Zv+AcUi43BoPqzCUwMjhQx2ePxKekIcdqaU+fr7O+hYY59S2WH76ekB9AQ6XUxyvJnB1ynGxKlBkz19n8RyrBlpbB//ZF8rQm2jJQzGnlAuZQbCOrvGMl4893xDDfVpAXjXJGECIa83ilrNJ1sRk/UPDyY6biXihpgAqj9o4/PuTz4IOq/LgwDBs6VmWJh8sPMfPb6HdmWTwlxkSDjH8BAH1KINM1BBByhIAM0+AelIyY1Lp+dHQiaCMJdSykfV2FvX2wxnXqxUxJF+SA+wp4fBoC6irhPY2tPS7BvkQe6wu+vz7dpfRvHB18AAfGqfka/kYWsOEDM7Tx/AURbwx5EOOBgphdEywdDijMi6lJP/Yz5ALkN/GQPb+BMDBQdFrygfEpkzKtTJGUclKPiLXpYd7dXFqTDl1UJfOQTE+PPR1BRvzc5yTvrXbhNom0IZzWWtzYa9LgxYjRK+rj6ErkqMFD7hWctZ4axJz1xTNSaFAx0Joc4qwxl3P3QhxxovydxlzGDLSUQ16ofWCztAdCN4TqJVctErD1LKckwiBzghhneE5CkJhvISiZmFLm9A6eOd8z+TeFhX2fUeSzcMXi3OZuGdQUBoP+aWY+6S5CGL4sOFcCfl91qZzC0mmYD1TSDwBOepXLm97JhzfqNBcnoe5lXZWbAEHgZ/WboecHvLASVPj64tLsn+t5FfZ7Awdm1Ydbm0d+OUXw4KXyasqB/fZ52MIoIRjAWyz3DxitDsO/pPPBjmGYj5YwxbNDjCvGnz9+HOoTlJuR1dOUE9e67+fKvdjJH4Cf55wemoUjRxysKocvnnnGfh35xEH35Ik8sVNEF5gwwa4usTBJytUC8bVyRF4UoFrG4WMyviEYjGmbMQ2RYD0yrg0wdARGicwqCu2iNCYUUhBjJWujcaB5sJj+dxueI7GbOab3SAJorrZPRP2Jgvc+eoM5AG7IuwfbeHwZAo3BbjicNi3IWa+TA4zAxZhPRwl5p5TArw3mNoWd7+2Fzsd41etieEdeTxrDvFp9bsoRHDoQ7bzVNhiQm0c7nxtB2wJthEBlknGVNk+6lSyXBkJ3wj5HeSA/dMZ2Bm0cwLVHhPT4n997yuYfVhuKVEKquABUaEfgww3fu8p3nf/8xbLq5OI3y7zRjhxExjDaGcEWIHXnVELEGeJh0jhYJt4EoKAz0Aca5xP4kxoXl+d3mpifIbjTqGdIStb8lyUytSCaxgnYUr1IcHdncLPZ4I6ZblQonPhQ5CQ+oqt/ui80/UF7v/EPFqxVYEui+Gl/zuYNC8sQoK3ACoO+TkJxtIYxtysYmx2Uo4UfajTL3RC7LLPPWc9Uh6QQRkj2+s5qVDkvSSyrnwFeJeeH5VODn0XxckYL57bLPEzzuZYET8gJsAbwwWkr4b1Fe8CqkyWQrYq0Z6NCLst4JYWXDOWF4HtSYNtswy5UaUgNbrCB/o7tHrVyhoVUyDE5xtpIsBwGwe0jYWvgXZ3Cl8DZH1IfG2L+kzrvMeaZBwNTuGdjxZBDJ+PFb1LRgX0NG7OlMYxQdsFhDznDEzjYVbAjl2GnAcq5lFqSgDUephW3p+3wktVUV0rNq7TP/JoARpX1DQk0MHAdT114YxIhebS55smzudnYsMWLZs4XmoJq9ai9RY1CeSyKOvpvQuSpUMObQsjURExn6/Th4NPA0fPT6PgrtDUpiGYRpS/qPA4gFrC0ekU/9Ptn4WvAdSMmW1QWxfz2XoGRyDuN2bCdr3CnZ/aA5PkxHkmzGcr3HllW/oczhdrPXI0SACoLy1x7yu7MQeubQ0eNHMsfY3VFYe9eoF/8u5PCux3tkEVrZAcy2b0kgOz4I/raPw40lOjaACIh2ltHQ7e38XuWwFPPiApFdZfBtgTVr7Cc9ce4uAlj/qE8eL0Pvy0gq9NxOuORWk0ETwK3QOaO+RAUyQiYVwAnCRGL30NzybgbHe4UECDseDAuNL3JdJLOlQU4tSaxCQUGrR32LAcNlcnxzj4yWWsN7E6mGJ5NIWbSeKxJD6LQJFbcIY8GqXlKUsG94BzhJltce9rqY6GoZS4LgJy1q7CbZoO48zQtHTO89ALYkmIrcjhwddagAimQSxQxrVAAtbk5K5s3tWiyQywF8QR0xBOjqdAS2i2gWoiSDjvvnYd2x+ERNBs3I4pKpVpYpKyFB6UEpahSYAG7RePcXLVhoMnWXhP3UQsSnOAJg5btsGMHGA5xUqbMpwqrwZdrPUwT/E9hQR9hVMERHBGR7Drrh19f/GjjnATP1euUyh1mXDtE9oKNR7VwmO6D8xuW/h5ndVzkcnSVZz3N9WlYKT6Jzpk6csnrt/Hwy8EpSH0sQuOoOQDjj43DUwj+UtsAnJTJTCW4YWKh6xymNEqwlqKprUOYrIMy9D/557AuMYz79uQxZgz4Z1YFNOlr7B0lQjLSmEt1MaBrI3JqpY0oZSSl6Or1BfPSjkTsT5RRyABMDq3QFIUFZVPlEwP0wBYWnDtsbrssDNZYk7LAOKRkHwKIfsRKHktUazFGHbmIYh1wdDASws/Iawu1EHRkATomlwHCS+hcOk7U2VanhvqxQx43OJUDe638sKiNgM66znb//n8FO1mnlLvDEzjYBtRNNzEyLoO7zN6VB2ApgW1QXAPdTSsFUXVKHR6h9bWAemOO18/mvOk8xfWS8MWjZYCpfST0LUonVOq+GVnh/wemnhkz6hiLSTTioDfOoFnr4wTOPpQM6eEvW/lM+UDATiiW8eEwryal49w9IIm2gOtMzjwWyGfMCjeCOdoADVZnEzwH1//lKzD2mNeNaiNAyq79mzWse3US9z/qTZ95gkXthZ48EobFY2pcbEWmZ4vAHDzyj7uf5mjIcy1FvebbZz4CSbXT3C5Psb7v3cNs7scvWJ6FlDYawp00nr7saLxY0pPl6IRDqZZ3WL+ToULrzcRNaiKlZXzTSDwpD955V3MP3WA+tjjhck9UTQqEnzscMAY+AxpZLwLsUYAgoUkwJeSEwvJ0lfi0QCHwzoJayC14ichg7PndRUb9YBYhVyMcJVJXojhNmG8nglXJkf4b7/0O6CWYZeAPbCgI4t2BrFuBI+GWi5zL4PSaHyoCn0MsDeYVyv89Jdfj4KGQSicV6UKyzHx1SQvhyhQGVY7ZeMdUKCYpYLsz3/lW2CCJPOqolExplUouKdW4nAfINC4HGB4FfLXH9WiHO4w6kmLqWmx9x2LnfeadDhy8kw4T8g9GtrXbj+7VrQ/9vI3sLia0JfUo3HqalhiuBlgao8du8wUDSoKr7EKpPEARuxH+WoyKF+fIIdNTDzvK3RnUb4XoqC6Zn/ovnNBGSfHsAuP6UOP+S2Gm9dBoOESKSwX1PKHZvU5VBHRb3/mylu4/IV7SUkqPBnpt74nDxLBqglKmAF8xTCBf0ThNwhb22YFtiZWj48oY93xBvLZN8QcuxBDSsJ+V9hMfa+5QJYrWBqSKYqGxSrAO0uFQ5RhUtZGpaKyHhX5FAqSK/sFvGjwfun8an0inYsz1orX+72PQp0L4aMrtqCw12hFQM0wV5a4ODkVj0ZQNocUXxVuz0xeV0FH93nWUPQuALGWEryLdRRoJfVrlhfkt7USPmnhB8c/hPKkYVNSJyFTtPNuDxTUHCO9siugF39TppQASXAP/Vn4Gt4RqHEwK2DXLgS2tqNgrgK8LbUOJiRAK7ytQIWrV7PTxw35Rt7/UQNWMAJJUVSfPJqRv4Y9HXj6WOjO4OM5NaYhzStfgUIhW9MQmsaicRY1OVF+q2QIU6PghJzwK5M+F3h9QBEqc3b1v/3Ut3H8XA4Xa0OhTYiBo01eQF2LfFJh69sz+Aowweg0sa7wsOh5Wc6fbN3daomf/+q35Dovisal6YmclQagymPLrsK5nDyahhhfuvQBXvjiLQFYcRJS+GA5x8LX+OTV+7haH+Litwzmd12xV13mxZNzjbDyFktOdY2eVFJx5En6edLpqVE0CED0aBiPrbuMrXcOU7VOZHkHgThUgP6J+fv44vVbsEuPy/YIfmLEQhFcoTZLUEwu3xELCRI8YJ6jQcGj0bKJAodaGHngkCiERwwwz+ywNSRCS4oTRd+VGsh5gx27wJ+6+nWB8lsB9oRgT+VARSXQoBEyt6NQDFpsuR+LTF6EjKlt8X+68R+KwzXGhxOg8JBd4TjC2yKDjB0QYNVS6JlQGY//87V/L/PYIoZOofIRhSzOq3Y9TL4KVJozQEsjMakzj0nlMDMN9t5pMbt90om7NQke9wxS5q8CjmeD/+PlX0ezm8LN4EVBa9hIjsaUgwXRY0oi7LEtlcwwYbFfY+9e+iseDWT1K/SeqCSsWdtAJrCrQJq9qyg4ZdORh6yUITRSsNCsPCZHHlv3Pdw01HPBuMdQ7y+/yxSR8MyvzN/BH37m9dRvSutgiKQOi4ueKSbEUKNYnC8oYyJstUUuF/J5z7sX+hotvdm899ZNvndFk+wL2uGe3EvQegnziB6NTOmMdR8CL4xoaCZb+/H5A0dGmA+RnVhCh2h8rYwejEzwHGqBQNagCUIdVR57O6fYrRfYpibC2+bhMHZEgy2m8OxtWCqtQOTTEXXOAdRIcbp2S7y8Aukainbmz1mjaMVigMgEhqFLs3fMYX6SG08vSWsyDjVTDgfHnvVL14mDAfugaDSQgnMKzZopmOKhRZmjoechDYTLPSqFPg6F5ALJINPkHp5MoYgFabPPC8Uvs84DJcJY3D8QJbT1JtU08oB3Fh5iwJpQEuyZynDsmOMS5qc2gm9WKoAMB4P/7uKrMFeXnTDZKUwbQqdYc8VQnEU773A0cExNi4lppcbVyLmo7IOZsGVX+B+vf132fghjujBZ4H+8/nUxMgTDhjWchVPKJH1mfht/9NlvRoWBHeG4naD1Bp/ZvYuL9gR732sxeahF++S9SII7kqLvxaPRfOzR+LGkp0bRyImIUZ0yzOFxsfiHyDPhWnWI52YPQS1jm1bRWjW4iTOGPMYclZiTy1yt7i6cFGMhFhFdSAbSb3yTg/QMmlGLn6hDtW7PEh/aIoaAKMpGnvfySM9lggHji5MPw9/Zd4Z686sFxHp+7Ps5AAEAAElEQVQyu8mvWX+4fWlyqBw2PS8b0xDFsJasNoFppb8SkyyY8ZP9FnSyHGxDxpcJAxuYIRwIn60aUfCAKPwwEAsGaj5ATQ6RRZ/nXYxZTDmhqOhafBzILRtRpphqTo9ZiWcjj/0fu7f8Oxemyi+fqfbx0tad2NRQRfneXMb9qoK+9KXwooUuDtXRGKPkiVgzFm0mCpDoKfrxGg3T4zQFEd4562fWaPitybKl4ErEw93PNqMKdpoMvQkN1WyJdRpi8jWBDGNr0qBWRVB5w2NckjHBeaB/8odPCqsTwdpXuXLWNfaUf44p971k8BGjxLkslyPzosnIY+TVrRWSjSfUFl7z1OfEE+NaI8Sw3DKE8hz9BkbX9DqKAYEje+3cfehQD2477CsFGZFoiPIheTJ4Wq+Bp44859P1A0xnobhqkAk81KPNRWFbVYRMC0wPHBDOAglb46I/687Fmhy+XJ/EZwLAxLTxM62wPtTGZXuEz80+SIq5Tx6gi/WJKGEPVzBL17s3Usaf1gECfEw/uvTk+6keEzEQT9zKaJhT3xrY3Uwq8BhiuC2DW25PBM4qVyjK+Nhzke8+T2ppuA5nFGa/mULRdXOne9bdNHJLZtnLGeXG8IWj1stCBgzoQNrNkkmageBltdaPQfSu7QZ3xoWOkDk0f92TKp+Tx0xajbagfJ2weNqYNSRHvrvjK3BbKg69wlAb9NcYD9rdLSysdE6hbt362FRh8WzgtjvQiBsI7R+FDv0W9ptZ7xl5Am5XYRkaTvI89q3J9px9j0LOec1CHeHdgEEX9ga/BzBg8T67o0QM2tmWtdIRYvNwsUci9ZRkvGLduroVkmMfG+VbrgJoe7v3nVj6k8f1oZvjtKkw/UEp5RnZgb0xZiQYC+UCgg4dQnfutLtZSBKhnBSUTPwHTAUi4AA97rovXYjzobOtUCryz6M3Wc6z266W0N0NnunYwFeAm4onqw92giL/YcxgtinJvBo0YPgQwaw5Wmfybk7zZHNUSD6jRtUPbxmdn0be/Q+NnqS+jNBT49FgJiAkuG5VjVT0ravo0qxMJrQaxMWkIRxzu8Lh8xX+6f1X5OCLSV9cehlQejp67mNWOD6Fy0MRe68oGgUVVv2SkXBxqHQYDJVMIu/bGPKIKlYOHCAOxXoHFo8GGYVSDeFYmYfhLMbuA7xmHiK09BUWbGFWDLMUAXpmW3DMx8gayBA9Cn7XiVPvomvkIRAe6dnxMqOWe49M2+kPgH2G/kRyv2HUNiSSjyivQOeQit0eOqmQLFlZgrCuEzDBO8LBaobG2RgTPTMN/j9HX4TZr3phK0zZ3OVD61nr5R3Npw1OP3cjopoYCNJYzP3orp8NuEi0cuZKXCaYUidGXcM49j85Q7NTCToJEFHiYgjEkODZFUC07Q45JIACQNr7jeNP4Xc/fGbwQI3wtmuISYSKunKYaYhPBje8SYx6rBLPPTuECO8IcNpAWvv5Nfk9jMhz5tUKyy++kPgbSmEthnyYkKOhCFOUmpIO6nwA01lYKx6wVnI0dK0Uhphe3lSmTGehSipYNWyzNZ/2jyFGDR8RsvJ1/o8PvobqODNQfASrev6aHAyaCw6rz9xI+9/J+DQBWsPn/t3xy7h/dxcaohot2Gveuyb35s9l7hgb9PZg4d5oDOGs2HTsGoYET0DTojoF/vWdz8E0CUWs11aO0BV5c5kXuI5G+3ZWn/P3k8eqdqY55jNmYcNxPW7yDFZADynOJzJEKNbJAuca35Oh3nNquMivEoqix/9z//ehPi73rp69nOUveE8CF3vB4/RqheqEsGOXcQ+bFjAtoZ0R/IRRVQ6V7l9rinc25LFVPusg69o4AE5yAB96wM0IVe1i7tVYXlQsLOsJjTdoQwjUzDQhBDzMy8gcKz9ofwRyND6m89NTo2g4NqDWgRxwZXoMt0WCgV4BiIghbRmNFFCnjv0Ul6pj7L/M+Bff/oIwn5riQVeRSxVA1yW7dhkXi6avcZHeG6zyOEVN3gbi5i4sCxpDnT0ynt2FspMx/Q6TUEGNsr5JzKsX1Jc2KRq+ZpgqzVVkPFhzYIQv1VOjKBMSzynjPfQTVAuH6lSS33bqJVCZcLhJUh0ZBshEQY5IE/hdHBdTKcfm8+7DgbAKzzeOUzIVISb0d8NRVBBjRZ3RBFW1RlWpHxKDm96Z8N6OQDVAUdjl8j2owpcL4OQBbg3unWxjtaoEMcsK6tU/+t7XMLtT1kOIkL2dsLOugE7K7EG4Mj/Ghz81hWkYZmlgyGNat1leUhKY1wrOQ7HhZwAmyDtJ7vcHXwRWF6xAaBKklktAb1EEtoKJdRSVOO+ZYsmQ99JwFdBzZOIr8vi125/B8rt7qd/hHseKPlYKr4xMYWRRpLgC5nWDXbOIfIKNyO3rLPJFHY1M8G406Sb0ycZ1jyI/qVj7nNa3D/O5Wy9w+/dPi3nyAVYSlBR7S4JENRS+GBGmIH27MD/Fna9NQU5gw3fsAhPr0lrJlKuusC3AAzKnuu41GdzBxPj/PFeoJocZ+Yjwp14TQx7/03d+GrP7SO+uS7r2zzIB6hCjwk/Yun6Cu1/akgT1gPbDBLgp4K3m5Dj88/c/j+nb08KyvbY+A8o8DZnXkX7FtWiSVy38is8gjqFOhpKgzZmAOAaxzJDEd7QEWq4wOfT41neeh11mcMVQJK5UR0PryqjSZwN/KIxsGyo7BV84Y/4Q1k/6u7wuYnrkvK9jdBu10A+sydZna9IR2CXDoCS+myykWviTCto+GCbJyvP/0Xdewewe9w5uF8aUIwwet1OY6wscvWAwOQQuV8cAURZSSmi2RdGYVnIWbFmF25W+jNWu0FphTZZ/iNbgqJnilttGswPMJk3a1zYlmOs8xsrlQY5ZtYJwV5PDrjkV0JxBXpKMKuQT0uDH9ONHT4+iEeogkAOuTo7QzgE/qyXG1kpcYyy2pJShPly2R7j2E3ew8+oM5DkJPFZRJFwU8MSCMgJlmQnzjglwWgRO4F41ISq3WhVJj+rRUHSkbogR9HM5OFQxSQXXkJLBh9CZgAAvyaDGi7AZwLh8LbCdU9NiQi612UkyjgdDxsw8giXOuSg8sCOsXIVjnsCetqiPgJWz2KsXUqckJM9VprRKwaR5UAhFZe7F+4uHhSApiQIFwUHPix8FGFhLHchBFTTUyuRchBSkgAZIlce0asV6bWlQmQOS1Zg0tn+dMuoJzodaK6EfMT6XAbSEg+MZ2pV4NKZ1i7lZ4v7vXsXOexznLSb6EpDDjY55nuTQMXhuvo/ma0eCpd9IG7OqDQht2Xte46LvevJS5fK8cFP58Dg+Lwfuwte48ZXbWFwkmFaSKt0kKRrjHg0q5hw6h5my0XgbEX+0XkhlHN55+youfrtoJgozjknM+AMwxfJAucdXjJ3JErshkTav+yEJon1Fy3cEplzIcWxEV4oeh6yORge5xoWQugTrS+Cwlq7Ux8Dv3wdT8qSChefkyeDi0XCgvIhf3r1sXm7MD7F85RimZUyqFhftMaa2jR5fCt7CLrRtlJOF4cQxq7C78HVKdnUAe3loTQ41oahNEsM5f3MX8w/L9bBujQ5SEH6Soge0bPETN27h4Zdb8ci2gFnJ890U4FqMDVPT4vbrV3HhdS68r2flRDiQKLucJnfQa5EpPjla1iBRCbueK41DHibystYWvgY8gU8WmD5ocPEbFapTl3kSg3CpBwynl6nrUc/DHNRDHrJewetBzq4jVZQDf+6+ZX1SDGmO5zJ6NT6GBOAcqU7PAIGjd5IM7iB8mrU6uC+T5o0Yr+RcgHwXIgJqcqhe3cHWXV882wevCYfnkgN8a3DQTvHSjbs4/kSLyT7jWnUgikbrYZeAWQLNLsFteWzVDXbtQvZglYwHBDE4xgrmaoTwMrYFQ4xvLUANYX81wzvNFTS7jO3pCrtmgYlRRaP/LuNeDfVFTl0NAw7GFgOuKHpDCvnAJ+jxxtsfCUVD6+w8ST9POj01iob3BghM4vrkQCxRAaY2Qc61mXUS0Fj4EzfFleoIv/jCf8X1/7oAOY5JgLAplEiZ2UbW/YBEpLGwEjolqFM95IWsPSmypwxqAEIyUyiiG1sTKLvhDDnDZYCCK1gFcq3xQW3ody1hOnlhqsGE9MExq2WW4yEBT1i4Cod+C+ZkheqY0TiD3WoBn+GOS2XqMF5DUYGqg3LYRQ4pDtEoMGSCeywaKH1O3pFUCDF/hwrFx0HRsA3DhFhwE+qKqOWK88J4KqBmiZPrKFp3WNaC5OrooZDVgnCE1fEEfmWBicfUyvMv/h6wfauJ1iMTwgFFgCzXRG4lTFZ0eU/Pbz3AL37uv8KuPOxSUFVmVRMPLjJJWLEdAbI3/xmVBcWy+Y2eh6QMyDqs8H/5xL9HsyeVikHJk0hZUTArLzGNhfuCe96/WOgreNnIS9s1eczeq3HpWye9PkqBTQMojOaAQilKpPRvp15iTlx6NEj7PExeEW/yhFOUQqcqAhGKewOLLBho2eBCdYr/6+e+juipyRRp0vGYZDiB1tZYYzB5ZusQf/LzvwXjBDZ8zywws23gq1graPuoFPn03oLnsefRUEXDOMwoKUU5/7v2aoOtO6v4TuLMbCC3xkszNqoWc8eEn774Pbz82fdhAk80DQAD+AmLohE8GttvWVx4/bSwbAMYDXfVNZh7oHp8A0jhSZ3Pc4qf5vtcPe3ZWu15G7QvgfdTS+DFAvXDBa7+zinswkXFsSBG8kbF54olXwEF9NlDZ+K6c3JtLgCX+3ysLoee5f2z0qeQqrPWBgsSWuODYdD7ZPl3KXRKPRrqPWKFt4WHtxRrbmmI3bVXG8zurgb3rw9Q6OQAbg1O2gl+6vLb2Hv2ENMDh8v2SIwFXs4iuwSaOYCpx7xeYW6Wgjql/Vln1GKB8G9A0VtHLeG0qXG7uQC348VoYheYVu3gOlAwAxMUjTZEKljy2KY2eHNSqDmgXjmkkNlQVfxHAd72Yzo/PT2KRrBIwwO7ZgE3YdG0Y/jTsHCkzHebVvj57W9h+t0PAc6rL2dVUPMNPbC5lSGr4JBCp5LlvfUmWrlKa5A0oIcH0GfGQwJet5Bffvj1KHzs2Ajj0RCj4BpnG6BUSQT8BAc73Fwx5sDtWLVwj2C5DvUSGge7YnhvQpXVPBY/dKCwhgcrJmVzsYahRquUWuJ8OqzWuec1MQ7Bmp1X6AYQqihr0lu4pxBQzyHlhL7mlrqYL+iRLK2egJWREAfrQ6V2h533W0zuL4oDtOvlOuu5zIRL1TH+Dxd+M+boAAhuc8RDZmMwAOj1IR9jDKig6EsQ8ED4329/F26KqKTJgc3FGhiiJKxG7aJ/DULcdRhKZRwmD4D6nbuD7Q29S877kcWqSwHFDNYy7Lsyl2tkLhRULryPHHKzUBSDAIXOnmb1vOTKBBPmZoX/fvebsW3I1xISgiSMVtSJr8+7qR65cO9utZC14qXo5YwaTGybFFuM52gUbWqDyOY6KBkxHwpqjdY5Ledv/vp9VAfLvKlHI+7MJYDPzT7AH7j6ZlR+TIDG9nUSKmvTYusOo/7gYbHfxvbKOt4w9F2uhHTX81C16yIXYQitrxizLJmUo9GAjheYvHEH1LjE50n7F8K3Ot69aD0/J38o2tAuZUpkVNTWWW/PeumFonVG/5TfAjEM0+sZ0FF0ACTgh2yOxHjlixwN9TLLWl30HquoS/Fs8sDKV3h56xZeuPgQ1XEoDpjnaDSAnzKo9qHGlQuGgrNr2ShvaNiks80Bq9Zi322Bpw4zKx77KgtT7p4leX+dk+KmhrzUdjJIdWWGXosa19YojR/TjzY9XW81bJJoEcqFeAwkbgfyENformnAq1W6hwYMEjmjX8P5XPfA4PU89JFonQKwyf153kDnpvMKmuvIBw5MfkNmE611mRAd+7V+El3wIg3RWuQwYpAdTzpMHVj7+HFaM52UW7n12Z3nW3ix+rv0RYpRPl9XanK4aGSd6zspBB8NnxjyvsX+6LvZ8KFDigAb7JqqtKBRR7g/i+z5XohpAW6aNe2N47yzSYqwARevlId4RUbnUUiHaiZsdp/HBTOJfxeCq00FMgs64xkSh72K70RyDvoKythaiTH2HX3QwYzuU5NPZP7f5SqCBjxumlGDue6JfC92BDnjGGja8YYeAxqVF3dl7/Mm49UfeRZMyBvTvTDQ7ZgnmL+nRxxeEZq3iTEio8Ews48+zdJMdyJ5wwnuPD9uidAgLVeRVw/u48z46Dl4la28i8KjpSGHnTPxLH6yNtwmevJMCIXzoU1TnG+DcOBn0RpjIDDurXuiiJ/AnyecfgTe6uOhad3CPX8Ny4vAd06egV1SjDnPE8TKuPE8cTsk7IVq3blrPCVoh/uyNvqoU9l/g9UuFyA5F7RzNI8udS0KawSvIm/iDIqWdLUo5gs5s6bGOhp5SM5Yo8pEFHXKJSGn9eLRWD4rMIqHB1v4vaPrEtOZzS8BRegXoPB5I8JItwucKXePQNXEgT71Ql/gpyxXoGuN25AidnjeLrRwGQplr/c+rIbGBRjBPE8Ifcsin9FHSZK2YuFyHmYFvH50DR8e70g4TPYK3mmu4D8ffKo/HvXIKeX/7eydHkXrFkIOhQ+fZYpLJtxJbs34ZK9euALenpWPiGs8hIo4D7MiCfUwnT5mtGUbmE9/Qj7vWL0bb7G8McfiioXblvDCf3N6U77XOGndO2d5l5D2hyRrWymixhwrok9CmN9gXZmsjdzyKqGDPjugKIIdtC9chZtKLomGvogQGd5JCIURqEpEXqWoccuLBtv1Cq+vbuDdw4txHeqreae5gv90+FJ8x0AmIGYwtkBXkErXA2d7bUe9vI8g4ItHKeVRhE4Xfcr1jWjVNnku3IYPywW/7rbIUNP0stOb22h36uLaf3v6EswygVHkfUoeif5ZkIeJeSbwlgM9/yzIeVFAzfB+WF0A+MZl6VdhhJL2e7z5MQn/OekTevpl99iNRpds/APntSsK34R7dF5CBELi0xS9Hek5mdELjDoL0ZIaI4puSOPSF1MR9qgV22e2xem1Gl8/+pysQ0KURZCBTby9uoJv7j/b8z4Mok4B0dNPWb5o4yyO3BRUecxsizdW1/DOwYXByIEcuU+9sLq3DVCuv87z8/nUfJeP6cePnhpFY2eyxN2f3MHpJxr823c/g/oQ8LWJqFO1cRL3nFMQThu2WLEkj8JaQVGwiDHItXGoQ+hMN3F7iBK8LVJcfkg6a0NCmIZVxa5kbRZJ5jkjUYt8B4XJki8T8wohrZukmaD8yOdCidxnQ/x2TS6hX2WHUFmkMDGRFA4RKiuH0ClJtp/i7penIA/U70zxm997MeZoKJwuGS/JqYFh2xCjH6sv58IcSsElhY8YNDAhAT87MFDmvhTCSuj3xb0T3Pt9V7MwtzBGkuJGk7PgbYFSmOhQDCfLBJiYK+Pl3pQsHZ5hGbYS17Y8H1CkETahkGC2JlS4J0IvdIBCu4r2dMwVzLLF5IDxO+/exJ1bF4pk8Jo8fn3/U/i3r392dEz5eKOy2wEwAFJf8uKV3hs0vkIDDbNLSrcmGceQtZG59Wzw4de2sLy6FYVuYomB1n298DXMyqE+JFTkwBWAqipMrHr4XaxP8OEfvDIY/rX0Fe5/vsb+SwbVlQW27RL/tzd/PigHSeiUJNnuPMkvF6rlkiZyh3k4dbXUR3EMXwO1Vehc9PKTirlXhcBTVP4a9oVAwa3Byle485PbWO0BqD0mxvXWhyFBN1OPDkFCJE7dBCd+isMXgefmD/FrD17G7XcuRaVUw8V+ff9T+OevfT4pjKr8KEhHprzou4P32ZpIg7RIgm90yChe/xoqhOHhVzAwjRpaEhDKvI+VoWNDVQpfLMPZ0tzlvLYwFkBC+GInCn6Z5QRl3zdsce+LNU6vTaQvLM/4v7/1hzA5QDybYgXsKOjKb9mLvrduVHGcXVpg/yevAa0DKhuRhriz1k5ebLH/hYvl/KpnBwENzpRzAYyHVfW85GfJnOGFqmGu8DSF8eQGDz0nBDXR9Xl9/uhs/yivcN4EMJPEi12EpM+eE8ZbGYcZSS0Kb+XZxnhMqQ35HB1423DuS9X1hEa5dBUO/QwX61Psf8bg//HG10DOZTwdMf9jZlv81sPn8Z3v3kwQ/FQq47lSEHM01LDUiFd3taxwd7mDyazBbr3Av7v3GTx4+9LgOpA2w5xF8Am5oKawHjuoh9mgowwkORpPfjL4x3R+emoUjatbx7j3Uw6f+8z7OH7tImb3GW5G8DVgKsGd7qJOaXL00ldoNIWzsgFFBvCWYSwHQTMIqYrtHigqG748YB2bmKAe45B9Sppe5a+G0GPW0njfygRC5mXgKHgT9WNIh7wBGqfbsAg2pk1J00yS9Dg1LSbwwcI50C+ggAEVZh1CJ0KejAlY9CtncehnOHxlAfKMC68Bk29twU2NFAsyAjtqDIuSF/IEFDqwphEYzl5/UDJxLg/8eCj37hPrzCcv3MedP+AjOkw0ipEIvIouggHrTayHUTQ80MFMGFZY0xUbkBeEEU2M1bwJqjwmE4d5tYqoV+lHYUqDIqbCgipjlA0iE/5kvdc48VOYkxW27nvUr21h9vYkIj5ppdjfuv0c5r+5VayrlFsiE5CHDBjyQBZeJApvP3FfD/clV4J+5pDWoCZVEqMKyu4YORCOf/8pTm7U5f4LKEwrtlj6Cua0wWRflABfQ4SrAZjqK/Ux7v+hVRHaoVbvUz/BwZdWaD5/gpdu3MWF6hS3//MzghwT3ocmgoqgTJ01QmldRAhNwLUGR24KNEZAKCaMraoJeUxczmeHorCUKZANWAQKp8mmIsg8+H0NVhcYdibrqTYuCe5MIGJMbQuqqqCUiqJx0E7x0M/BnznB5+a38ZvvP4+d1+u4BtUw8lu3n8PWb87jnGmfRKdKin8S7G2se5S/YhFgTY/vjNXMKMIhzxJcc2LtD9CEhG1JlM6SgSEKPSxjYhymRpW/BAGqHoQxz2ukLAeruDRTOnV+Wm/x/2fvT4MtSa7zQPBz94i49225Z2XWjgJQWAmAZAEkiisIQmCLBFdopWxESqLaxAZHI8raZoytsZZGLQmakY0o9TQFs5FRpBayKbE5pMQN4gaCIEGAqMJCbFUFoPYls7Iqt7fdGxHuPj/OOe7H48a972WBIhJV5WavXta7cSPcPdyPn+U739n/qj3snrWpH9YEPPORM5heDNnRYGJinYq2ZGsbGuiG91wfHW4/eREXvtoAfY/Y1AuONYD21u0vexoXX2tyf9mJIWQCbkSRz7A/EQwoXvAYKmD4XbqQpy1KXSoskG1INMpEILEjGmKYbLQBNmZsqOR8mXMfTKI4F4pbr3IqhVEwPydg3ZhUa4VkAMtkZxcMUpnXGMTQoMTseV/hUr+B0802+tfuoL/nOAyz8MmcRQu4KmDNdbjv/A04+sla1fAZsmlm4z0GoA0Os1jBdoGTyw26/RoX9jextT7HyXoXn3riRhy5n52sKjeV+mxRkNowUgEAGp2nNjBQslMF7HQkXet6b9ppdb38XO/tBWNonG528LWv+zz+0k0fwdHPA9NLnhSnCjAuYmJ71EzZmgQPL36inKUNECuHWJESrL27tUHeSMqTN9YKeltWKpLnkdmGAidnjQnqYRGm5NXTXirlTcusU9nbkjDFC7STDGeChRHvjRx+JnP41yZQHY1VERz535g9NVEKHrGh0fUOe36CP/Pqz8J44NgDezh+v0dosuekth7OhaQsw+rISp8ZLeRQNyFVyRVbCJES3lowy9BIETc31Gp4Yvtg8YrNp/HGN3y+eF8AnRVSVyTqGhqDA7SYkzHBoGnqtMIFmxTtZCAJGsQRpSglHjONoqIpNSYueln576P9Yk//LNTYjQ3M/hyTiz2Ofj5g43FiUApV5MPS4+q5Ldxw72JCIyDhdKSXYI3ACBYPV2sy5SJ4fBTRcJgJjEDwzNYUka7G9FmIDeY2RIu/9Np7MDtpSyhCkMghRQswbzG5QgZ0cBhV3gMMTtXb+D991YcAY8plEklZv+uVD+Pr7ngQbzzxKI66fZy5x9O7FAUvUfIOvJ/cvIxV7TmJaBhvYHxAaCKm6X2vLqQmc6kjelJHJhEa9Badd3jrV9yH/qhH3dB6kvo04m10hp4ruQEmAsETI85lv4433vYoXjl9EvPHN3H0Cz6x7IhCcvX8Js7co9YK9ymyl1iMzAKqpKN4vI+dgsqtdC6I/EvEGcuvWdpYGQtsZHTBFcngABu9THHdmD4p9WPvZFhIlPQrU/xNvMwpdyVEWvsxX9NFi+9+5R9jdiobaM5EnLnHY3rJJ2eXsJOJAyzTzw4gp2qtzX2F1x17EluvfRax90BdIVQ21YHQ0KPvuOmTCHfupbnUTgWKomN07seMriFpidwzRUiGThGZQ4lqoNyTBvkzugGS/KsT2UG5hhaY6pS8EHpbBHKUCT26JFKXg6Eforclx6SwVJJTiiIaOkE65yax4cZRR3gyNK70azhVb+PtL7sfN9zbUbRJ6RvRUh2bNdehPb+O0x/fLxR8a3JkDTytJpDOIfUrTOeJzr4FMLe4NFvDkekMp+odmMfWcPz+NjlNhraZdsDFkNevBUrWQ90i0h43Aei9wzy8GNF4PrYXjKGxVc3wPac+hreuP4jNJz3q3T57GnkDSrVr3SILEqIhNAqaQoeJeGoJi4giPOjMCBuV2m0l3z2Q4AQSitU5GmOKq/KKLrJLLXpkh9ePGUKZYcMmZTxdZrLyKlAY7Z0uWigPhIKyUg7OwJ7rUOF7T3wUJkbUjz2LzUf2UqiZoKxMb6sKIsk7a1YwYQxx9ImiVBQ5NaVpLsRgzF0HANzSXMRfvOEj5M0cwHQIdufzd0c8ZOldD/+2cGHueoosycHDc2aY6tPYiKbyiW6YDpxsoDkbGaONbBBCxjtuFApdYxcroOtRb7fYeLLD+jM+HZYSJasuO0zueyLPG7exZP6Mi85K4lil7KxoIRnjRjHA0BxnpX20qUP7rx7/ELrNxftT8cYKfXAwXY96j9ezA3sbF26HI3Yff/P4hxcOTPF6v+3kZ/HNxx7Aq9eexLqdY/PTz2TolDL8HBb35kLhsaQIEOsM2NiMFXnPp6aDeGNHlWhdwVzgHZzzY7wyWAPQBYs/f+ojMGsedd1j4voFIgvLHlqdtxG4oOks1Lj72IM4666iuWix/uQs19HgvVpdrtB89vGyiyCq6my8m/T3wFCOMcM8RTSAtO8TLG/FiTY6Twe0RIUMoiSXKEvqE2PjK4aTpr2mlMBR1q0D2hCOkzyX7F3/vuP3oDsSoW+7+ZlnUF/tkofb6vNHnSHL6jvJOn7J9Bl8400PUkRDFOJB7hcAfPPGfXj52QvlfdSeJtrpQwxWzsvBi5b3NSojVPOwKf/ODNaLlkXi/JF5KdbDsn6yMeMjr1WG+WmDMJ0rQCauMHSm1MaRg4+jTCQD+hJ+qR0a0aqIBri+CVXqPub28PZjn8TGZ84BIZR730otlw71ZYvmc08S69QozEk5tAJFsbpYAT1FOm0PmNZiv62xVc+x6WaYXDJYe/iyclZm/cHz2VY4c/ihtbGD9bdo0IksSpHMF9vzrr1gDA1nAk64HawbA9uGxMuvhY+Xg0+aFlhZQx8cckuUnQNayZFePvIg5oVlkZKxvydD6Br7mQydBYU83+eLSdwSYS2GzWm3TYKvbWHnffFuxr6cqpIO5spg+fzoZ4+1paxjkVg/TldXDxrWc28jEZbUVrw6nZOio19LbzVyuI4f3GQUIgS4OXm6RNFI1MIeCLt7y/s2pOB8Dkxlo4wyC9csb6cFMqLamIFnfFRsSSNGOqj/Z9zaqCEZosWJagfH3B427JzgBHvj0Z5U7X1hHHbh77lAm0n9WkhmXdL0dC/s1QQNob+fcDswLrCtPL56CsrbmO/rYXHU7RLldQfYmVSzzPcxHog7u+r5qk+KQWnU+D5sO0zmNfdJSBZ0WxqB5okuim7q7w5d6c8p8XxJAb5BPpBsqRN2RkUgRS4jwuzNUk2YYVtFGjBsG3aO49We3HhpO2ZbbNZzNQjd7T85VsJDt4NoG5WhdGB1eJSvtYC/DtkYx54DcjT6WJLEJIfgSK7aaIvZSeYQcMztIe7mKJL81kaZ9QZxb//gew+7raPK7EioOF/LdoBpV7Dx/Qm0JOuu9xavw5/rvL1gDA2ADvLf2b8JxsdceMbk5NiPz27DzpW14juyyReaUU4tExe8NyvrDfFmitHkpGTxBHyRGy0eYFCQzpKvKZPBl2/0pIPxdz4xvxnnr2wteMp1S0ikJCxHPB8qLyV/cdH7XlQhZ4H9VHsMf3j15QfmZ4wajM9hgyZ2Da1XGKmjkosoXmtbMCzFs6u8mrpacTL++HLLyY2i5GgIgyR96gjX0h7GMqIWQ4BUu9YeKcPeulVL1Y88RZiMlq4XbXAXkb1yalI0BBG7YYL37t5+8LscCGUZ55rr0N52Cm4e8cdXboabIb3DpeOL5Z6VfSPwymf7TXz4yksTVj9B2fjrv7V3Bq6LK++v8ytaXyHWAfMTE0o81sQVB619HnsEmFFM7g/5I9q+wgW/RZ5553Pi8sCosHrhmTyPsnf/YP/lqGZI/P05alXCM/W7qmthczvAZ7PCDpc2v+0E/Gaz8Pexef7A/u0wu9WB+1WeWdCRyzSo6Uh5D9pZ+1xE+WB+wh03IUyrYq11QmoRTPJ6a6IF2a9EluEL+SgR4mXR7MDR+wADRAU70z/PpY19T0FNF/pyGM1k1XkpZw7LD51HRuubF9wYlW5EEZHX57WGNUoUSCMQimgXgN+bbZGRLUVUtaMAWJiX4flkQmZjSkgDIK9bk9+PZba4SAuylPkjEewyuutS/yXSCUi+TZ/q1hS5NSvmffSjwZ8lQi/rOsYvE3rbF9s1txfMW5Xy9v/8838Gto8IFeMmOUGrsgH/6ck3on5ssvpGtkxuslYS38xAIEdOXFw8HgUaENWhLwwTOlRf4PYP0XLtApMEUCnUtLBdXrSorMxbnvACWfo/nr4L7cObCScqSkVqUZINkYRZiJaqa6fK3CYx18yYbcIYTmbmXAx5njG5SGLk5MvPXD2L9z7wmoXCRGORiajHxfMqgnZlk8MXCjc+NDQKiEIZrl70JKN4rh8YsnL+haAolQOAkBN4s1MsplyVBpwE6hbfsazVuOLdy+HpQ2ZjQtsRuwmQGKeE3STTQWvNKh/uHjaxGwE5QVSzYmG4PtX8SDI8Je8DyVs5ODifao/hXzzwrcVnfBuaX4iBtphQO4s1MUm9cQ31lRafvv8WrD0Ty2Rwdc9EDzt4VzEatMFhN0zgYfCF2Q143/2vIOKIlEhLtLHOBPyzz78d9c6SfS0ygXMoYm+w2zfAmseVO2q49R5b1Yxx3rHoZ6qEzPcYKhNCLgBeR7YHTGcw6yp8Yu92uMpjrc45GlFgUpB9GAtFFpHk6jzUaIzHv33ozZhcilRBnpOHic4zlk4Y7pMPFkc39vH03SeSYVXQUGt2nANaiAZP3zXF/ukmrYUCsiTPj1QT6V8/8o1YO2flT6N6kzxXWAKFCllD+UTuVTYzGUFB73TEMbPalc8ZM8pFXp5/8xF0R+oM1/Gydh0zBEUYbzCxfVq39BOZncwzcQlyzoxZhPQaILEe5nwUZbyMEI9kuFKpOF9r9Dx740N63sFfGsxVUvRVUjLLMiGSCA4wTGYi0Kmhk6qE9eT79NEiBEPnl4IehmCTvBvmRVUm4J89/G3kVKiAWEVUzjM1dTYK5ZGez6cYKB9L8hjpjKyxGyZ0TvqQnRgG6Ux0rItEIU5RuYsACgIA7WjovEtQ2cRIx2OzJmJquwQpjRo+W3qGCmdBLmSY+6jfdZ7fkN6Z98SA92J7/rUXjKExDxV2wwTbH7gBdu4TtW1wgHN0SHzuMzfj2P0oDqXEahEtHZjWJgaJqBM881eUQqeUuQFdpgcnTGllnpPBScEafzXLFLPUDDDkrZYq3gCSYmKLA8fo2yXMqQmDcL6JSWG89/6X4PhnhLJuuVcp0QCyJ07TA5pACaW7bGiYAGaW0sooJRGnua9ACX3O43PPnsbmh9fKKu1Dw0oGxYdREZVQczeKWwZ7rJAx7uKB0RHw2vrk4dc/Cy2Uyn3yIGqYGv9IAqJ4i4XpRn7kfRAut8eEFcOxZHDNhJO9zIvjNdEgBBL2e2GC2HIBNGayIqU5GzewoHVt1PejqjsTs6FRGY911yaqTBjA2JE51+Pn5H1ElMWtWBeprMej+8fR/d7JUtlRe1bfMxkxzLSy5ye4sbmM+d3bqJ7Zxol7K2yc64nsocp7yKCswSJKn3j+JFdhx08RosV922dw9MNTxKZOzozoiLGtNh7bH7gBk8sSgeLxgubNRLAyy8xGvcX2fILpZourd0ZsrM9xpJphy3aAi0tx2FFHRUC5N11wTC7gSUHtAdsazPYbfPzqLWiaHpvNHFtuloxC3WrJgJY1Hg3TUzewJuDqPaexfr6n5GFmp0kUy2nuRNYRycItW5dx8RvawrNZrsn8d1FeLAbMbnz7/u6r2D1b4uQWchS4PXnPjdh6LO/HUdy+Wks+EimI5JjlvLWYmPEKz+/AUz7GaFc+R6/frEfvfeMO5seqTHfqDWZMd2p7A9vSOpnYjolKDO9Lot3esp73reF8EiJyGKvvFBI7GVH5CnOgyBMkBMBqQ4IivDHXt5GpGLXm+DtmQHKi9vlSmFPUjjlDa0jOLD5bZqEmGWYwIH6RZ6xIUk6OCTKoYzT5/PKg3Kcg9LAOiaqVnYbWBDzxwZvh5qAK8lXERKipWaaOOTMQTZIvxgNd5zDzFfZCg90wIfIEZwuHXKwiGuexblsy8qtK1aJaojdwP/tosRsamK5nWDkZODHSGkpU2sy4qdmj0rkpkRDZr1h0fOpxpoKcEkXx9L7acP3naCT5fx39XO/tBWNo9JE8jjf9/j5s2xNNW2UQK6o3MLUdjt7ncOz+naQ4m3QmKkXcjCtzkuCpoT2jnp1k8dscivWEd0cY8HIPoxkLAjF/bsWwGQpqgJPVFb0t5DAIxQEo3tlETxpCmTtgiMnEIWLj8w2Of3ZPHeKR+xFT34q6CCqiAcXjr7019AyTDQ0DNuQCrCXWqeAM00n22HlmA2c+tJ2EbZ73sLCwJcRNk4/lmGg93arvXawQhMZPzYcxRLPqwBGXQSLxsnvqZ3sxfpA/055diWgkWk1x0vL7qK1HY0LyWmqjS5Qffaglz/fAu5SS832FWawR2y4lHQrLmtC0WhMXj39ZP7J+Jek/mpGIhqzNtCGKOZDEVPJIAkUyOI/BmYin97dw8++uzp0hYSxeSFJOiLO9wunqKv771/wBcPEyTt97FdMnt8kjL4qVapS7EktDlZlbWla4PSye3DmKMx++gjipksINCy6EF3DTB/bQXG4X+unFqCLrliige0NJmeszTO/YxvH1fRyt9jA1EcbF7NXUjtgUEcjGUIpURceKMlFX2x7wrcNDl0+iqXocaWZYty1Bs1xm60qeeU00ESmRfM83aIzH6Y97TJ/eQ6zVOx7KpWSoU4LtLeuX8effcG/h1MgG4rWdoD/86g9g/3T+f4mGDhVJayJOfyxg65GcX7CcHCPDw8hRMkhQVzKnSca+LRXmsaaVroHzA2oP/e3XvQ/tlsm01kwOsBsmMB1gu8CGRl96sR0rnkyvmlgSrUCnMklEUqgVjDWwUg1k59TQ+7+qZXIN+sKY42XpHI04rpZH39XXYjYyZJ/PQ5XYGyMjECa2Rw2MJriTAiyOH4q6RybICEGxJrLhF4NEgSoYhppKV2sTcPbDPVwbqV4XO8iE0S0ODNLkdFIRbNsDwTvMfI15qEkue09rTOkhcBTBqm3PBmVZ+6TQRxSdNAI5C2axAbqenumlho9BbQI27Jxlvxvs60XjZdEpIFFDOX9ieb1ECDmCsu9fZJ16PrYXjKEhFIX1Zx8lDmqllDk+RDfOeVRPXRr9fsIOJkUOEI8L0cdqY4Q+c7rWBLJglU2oIQ5y+GqcrG4HIXyAMpl51Kuuwt9CQZja4Fo5/IbREjm8156OqB9/dnk0AzImPS6T78kCOYbM8Y+I5P3QdQwKxiILCMOG3XFwDzw6iCINoFNKqZfDu/R+L+++NHlfC5EH1YZzP3ogL7BOlaH6Yq5TtMNKJ1hxVIxZRqJpMXvoNJQGCrYy8NwV736AR5ZIChmFjNNOh1qENergN8tFiFHQv2RoLGMI099R46eHj1zHk7DXNcAnP1dqHDyOYg9p7HTkfIXgcMTO8OeO/DHC1R3Yzz0Ge2U3r8GVBqNWDOl5M6Zm3JlNYO57uDCqdLSt/vQjcPvd6P0NywS9R3pvsV53uO34JWw2c0wNKUqwA+eBXkBqPvT+k0J4QtFpe4PYG2zvTVA7KtYnxTiHzZqYFSP+JRFYi4DNB6/CXtlbUHDGx0hzdqrewTuPfaT423NpIRp879an0W+ovALVhix8Ww/tor4oSbXXYNCIkqaawMNScTxZdmPvRf39MO37t+6Hnxpl2Oaogwkm1XSoLdcTUhEuirLY9P+RFb1lido6wirQ2WIvHKLfB0U7Fr+Q/2nVWXng17SjBjadLfnMUfI1RogT0DB80S0hfEhNnX20FWkPiaNM7/sxhjCRNesPPAvbx2QMOI58LZDKyFhEZolBHqjWheyzjnMpNBQ28por4XvuwHemHWliWOpihECW29R/o6Cagz1QMDwOpnKprJd5jmzolk7dF9vzp73wAHHMnDDGwmF9XIC3HNREsF4J/lBKq7QxXO5oE6XyWuS30q9W4WXbWGE7rB1oxIzdgrxrA/zzYbo2ncIv+Sw0BqjK0KnYMQUSQf4dgdgNqrkftv0JkaIsjVxdU1d0jkZcWEcH3X4VdWbhCTxIWRg8x04npXdRGanLmuhgfsRIoIJ9ZbL6QW0sOVC+b0FMUbFdjA6k/iztZx7X1BiY6STlDxVQwkO+WzkgfSTIQeyVMqENP0T6bHAaj7FCcQeINMJQXlIAQTL2IhD9tR3KSxMt2VurvfoZz0397rzL3sZlikO/3HGxrFlETI1fMBSfS5tKfpRqC55w7bS4hlYk4g6azsPIf7ym2y9tE1ONymcPysMIlYHxBnu+GR3TNp9LKx1CQIreS1tYj9cwnsRKt+TzPzVGqsjIAWdTpXqBYu2KQn2AEaW3vzERdm1KFNGD1z3mmKush+nL026hYKFqwznPAQiToJXX1JaNaQCJjmDZMGlyv7747biyLUviX7bHrqs24mj8krbrqS9L2pfBW/2Ta3LoRJu9PGAccW37gxkVgOQZzlhxOmR+6tLXoN5FEvZyK8cultHQcfLwZw9JSmwD0uFbOioXk4cPWmiUo5G9U1Id9uHZKfz8hTeu/vKgCeRKvOTDuUreEaDw+AaGz/i7XoVYmYwtjKCqq7C4eqtDd9Pxpc+O1qaEvsZSkqOpq+zFU7UVFpCeWgFWEJ2Dmi4IVXx3OC8pcpD/VuRJpzkpIyLpXY/U2EjvWjw/ifEk31gUHAskKIAY0RVDdXREIxqqr2FFgyTMXXGodcHBIaK/65WINfsi1JrPicH8ncGh2UUC5REvOwAjReaoUJWG2wmeuxx8Hj+QPV/Sj8V5twNLdNB0lIDnLydHO7QxonvjnTCbGxn7PKbcRUPJ4OJdVoQCsu6dIRY741zyAOq1ScQGZlQpJO8rEs488eh7KqoXYNBwYdFf3vkKuIs1v3Mzbo2q/Sfz2YKSfJPnknH/AoVwDLcT49UEwM0Mnr60hU8+fSPQ1FmZL8YdGJ5n0vxFkY9jEAv20s5jhS5acvIkL+ohFVE1Ns8g0KFiWORoIE/75VdsYH5mU4bB12q5lt/PmPIzNt1jBv+1ktAVyiWTDyTon8DgIuUedCcC9k9XaK4AH3z6DpKPinxgYnv8u8t3wc2jikaOJ4OnsWKRZTH970GOimsaKPLkmIHTwRrkPMNs/K5y6AzZ+WRdzEOFnVsn2D9dwU8jqooidj9z5Y2otxfPLwD5XEi/aY1vrM3hv/LOAv4qBW6D1Fjpc47DqXqH87QIvgYnRUal2N4SBr5ooHOZtF7QxipFJPnSJEsdsw9S9MEqmb1kD6qzuYsOu19xFv2a5JrIqwiJUET0pihqhClJRdKZftgmcl3mkmFoL7bnX3tBvVWh15TkVknSbFj4pKTZkc3vEHLidIL3RIanBPz0R+/G9GIoNn5KEtdCFfkQiREZxsACJUIUmpFXow9RJYSKZmLqX+qD1NEQwcbQo49fvgV/dM8rIGW0Zdzp+cPaDiYmxSElPSrGp+KwEGUpKRXEjPLY29bha8uYY4PobWI6ufr6FpfvVPTCSgEwJgLOINSArQPWHCfDVlXJtARRlBaFeNDzehj8txgD6dC3Odmw8FIH1EkY574AtOaWRa+0EZP6NDBCWs5R0Emo6aDj+amNR6Mxv2xAOyu4ceQ5srl6etEtVpgFbmBNwOPfuoa4VqcDS3INjP6+KPjqcKdcgJqSCzv6zmbVYt3OEZpKFbBD7suwXgCPf7SAE+87O3aADpofwOQEV+2DxZyT3rsIPPbWCXDiKCXUWrPwHnVLSt9gziRiQPlEDqF2jI2PCZ/tEJMiNYSRpRwNlY8jeUx9oHuvVy2O2H38m8/djY3H7WjuTe5nXishUmGuwIQMxFYEYp7qqQPOxGTI1IZgc7aPqHaA+Ng69u47hrBGCe5AuYVoXDYljCamLd6/6VKVK9Nzsu5ubGA6xmobVVBuhZaehqqdFQPmm5Sjkdh36IsOARfeBFx9SZNhrjZDRMa9zRmekw3WPO8pmVwpkEOoYmFADXXcwTMlAd0Tzo+VV5KZ854i0UdvuYKrt1tsPhlw/lM3AJWFn1iEGkAdsFHN8ZOf+DrUeyBSggqwTEhQJ9rr/MyontsP9p0ez9I9p9by0HmwoOeaxXsuJIOr35k9bCAnNHRJs055IHqD7X6Ci682uPoSi24zYtp0WHdz/PQn78ba+RJ6SPNO+yw5dQKt8z5Y3Li1jcffss6GusgSyv+cBZJ3rgtw8wh4gzsmFxDWJ/CNQagjbOMxdR3lzTmbkrUji4IAOXfBORr8DHY0zEJdJOnL/IhcpqrjHckb53J+mJxTModROzIMek+QrCe/sUJ7xBXQqToZLxGoMknLaBRPXqxqbiDjpHWx4j5kOSe5bi+25197QRkaDXPPx4o848QIUzJBwC33jlpkb7FsYMesKqd+r8HahT5tfME2Ot5ksRBmrECpg0sOryETkRkqn6LQaI8q5LBTERuT/+4QUNmQlRJOpn7wwknc+AdICaW6jSrHZnAgOKsMq3J8iCyhA8gjFCwmtsMdb3kYYWILvu7OO7Sxwtu+4rO48rKReU/GDR2ide2xUc0RqwhT17kKsQuccCsG3vDwLilqh/rMAjNM4TEdCV3z+68s5eJkJUMmvxTEceRd++HE89fE4OxAuStCqznsYjIkgUQpKkpVZSjZn9ZrThx0iglI09OaSAl5fbRwiLjjmx+GXyetUg6zaDPrVBQDWisrkek3gxgaEXARW9UMW24fsbactE6MbYnJaDDn4PF7ieiMzLusd7MimqEIuggWxYdox4bGLNaYRYvXveVz6I+vl6xnYrzyewwQxS8rtKSMkOEixkBlA0xTJ5rXyFE4YSaCc0W+lLTArFPCRGd9hOkNQmfR9pSgKwZb97HjOPpQX+RDlPOYIxLJaxkogkPUmTEpMqajL1OiKhFjTE0HREoYb65GbD5scOLTgGdDI+n5LK9qQ2xdsXaJDUfIMrRimhwkgZS3fV8Tg1I7hJiElYZGeqfsCe2ipXfNUSHyKcVE+yxy2bCh/aY3PYDt2036u7PCGmUW3o2QYwQYJIKM1AkUzHNDT/1CTsRBxpNa/5SUzVTcSoGe9RWu9Ov4xpu/gP07Wmw+vItTHwNi7eAnRNtu64BNN8ex35+i3g2JllQYFhPDljhktFMFXAk7KkXc6E6WTRtmo0nCY00Z8tGQkeuG84dy/RQFI6H7zCyJPiannQkAeour7RTVa65i/44WcavH1qTFum2x9Ydr2HyqT8U8C4hkBBY97Q4v37qAE994roguiXI8izUlU889XEsG/Mvqp+E3avgGCA3gKs+R3Y4JJzJbojTPEyKEDUIA4DlyMg81O7si95vm0Fg60xMVraboVpH+wpDiaGbv6b6v//rPoT1islwwEtGIRJHMfYbaR+VCSAtisD4WX7+HyQ40GacnIpLrvYncuZ5+rvf2gjI0RJEs2BrSIeNLwVt8j96kM0CidlOeMGcCTn/4WUwuzouIBgBK2hwKMVD4O7IwzwqQouvTSWHpu4OOjXnlpY+6/0aEkklCqbIB88tTHPvwE6MevAWY0MA7NwYxkKYhL+I5CdGgsgH/8+2/jFCbPGbhKI8Gf+P076G9qePviiKsfrNBUVWeWFaEL9whvQ8xhBzKAylFD6IdzOniFErfedISnCAngyvFKT2PD+UxpQ+DVyUHWERK/DehNH4kGZqSPpGMTu1tArJBWxubYFNyuBQRDbvo3UqGgsxDzN47a+hd+ZoXk8mHWiWGiokAP3cI/SO+dw/b02RuuRmxl1Q2GYZCfUpJtKXBI+Mnpq/BXNpYrgtkB4B+LwAynGZg5JFhwF5CWPwvt/4XdFs11SIQWkjV5IAOsi51Lk3MDoAUfbN0nxS94fehC6uV91fFCbViGYDYZyNmzbbYsHMceyBg/bHdQh5JdCitteSkyHKFDNfIEZPsTQTIMJVKwLWhPBLbRdR7EVtP9jh2/w7ChAyJvEZJERfWNaGgzo4YLft47kJmtZmHCrPQkPHDl6ZK90sMyKA3AI+vD24BOkXRTfHcZ+Xfmoj/842/hfmZvvhbIk6wi8ci7dPspCiiyyYX7aRp4fe7uIwO3TL7X14HpHySYrgXGnzzkftx+sYrqJ54Fsc/fZVphYFYkUExsT1O33MV1V5I1NRi3KdIe4LBAVBnj4ZPJQpzrfBjkRL8wIjH8NokUxZpyXVkgxxHI06gYp5kTWpGJWDuK7z55kdw5sbLqNc6rNctpqbFqY/vYXJBsSZyK5O6Zf/Q/rxtchF/+6W/XTgaYqD5amOF2HUwnYdrqbbJLdU+wsQh1ECoIqoqYGI9phLRGMis5FgBWAHnKfeGa11IMngoDhQxViorjozINVUWnSUyRxLdNZGeOws1fuyWX0O3IUWETXqXtQkQKvMEnRIH1wAuuOzVDyN8mWZeFwkkh82L7fnXXlBvtQjJq0WfWY2u8Yb6+mcvw3TjiV9mIMykReBQSZAr5fYqCJAeI2Nyo+qL6SzCMxcXrl11v2KulmFMARqXgl5FEMTo1U1Lh5ZS0gCCjdxe7cNNl6WK0/MEulNWwl5dHyJ1CQPo1NilWlm9Bk+BHNyi0Cydl+fahv0Vpaw4oJHf8bLbHNLjmN6V0xNyiG5CHZiSC2AktyeOGqarWgErG/bxi3TlSKGtEA1e3awXYx31wok3UCuaI12wBgOcOQojGMYebh6UYSSGQsX00s12gN3LSfCrktaTUavnUucpqcE6qEiRKFQecLMItzPPUdGxpis9q3W4jOa7iN6OwUAXbj+0OMvffvBxQeMs3eLfL632gCZDdVa9jaXVpwfPSc8aaWNFRA/TFrI+eN666HC6uoqtyRxxNiO2NCBHp1lGume3meAA0PA6t2JIK5l/TB7PWDR2tI3K2fHvFre8VhmqI/y8rn2wuHF6BVuTOawLOQ/p0j7MfMlZw8b+sO/rdo5XNeeVw8Ik4yw1BW2dCrRY6gaZYXTroPGU/zuaKD3QY3Th2EPNn3rGK+uAIVI1Gc8Y30dFV5Yt8cG1sbQ4cj/iAWvvxfZl267/ONWfUEsbnGnfNK+zRVzEgPJBaYbfX6Vc8/fkNs4EfHB2E7BTYeTIyE0lfYtCEDCIKES5lMLa2kurPfbDfiyjVqS6GjEn515DG3qXDjxvlDEhUAAgJyCPVc+WFhjiEqNJRRaFxo8iGiq5mNt2mOK/7t18bYMaefaBly6RrCvnY2BYjo59OC/alljSPzfyEpMn0IA0C5NvYJO7rHx2Vv6euw+CilsGtLefokdsV/jj7ZsJX6xxw6J8q8P3OdkOIxS74uks/4h0YgpsbSHxNXlvy6+OJSjr6NNot8XwQxYrqyilAaA9CoQzJ7K4GBgCRV+UkT36+JFOJQOQlSX5GdpxYpAThAt0wTD3wBDVMdVlyONa1acss+gd9Ow93795g+ElARPbZSpk3Sd904X+GnRssBiG/Aj1M/UpPR4A8MHZTTC7rFUpI1B70se7v3yBrjImxqCoOTKw6K0vxMRA1oeYKcF94Fw62kw56dtyReeUc5TPs6UF8K6xfaY9i4cun8Txwd+XGmb82GVMeHb49+fYkiMgZngeAFRVQGN7fs/iEFrllZHfkgdSOqn0++iig7/9DGCJcti2Bh+dH0vJ+RTBlZylWLh4SztF8rRKR4DIM2sC7J13IFbq3BZHBuLiWhqcjenPKccsG64e4863hXV9zQYgf21wm/2TFlunjiqjzqTI7XXdtKPpemjXU1+WtC/pW333u9+NN73pTdja2sINN9yA7/me78H9999fXDObzfCud70LJ0+exObmJt75znfi/Pnz1/wsKV5GFTNt2vxwktiUsezLjIk0WUacGVlpM+rQT9hkRPzLh74Va0/kAw0YHpghe0gCkgJECkEZIk0KqBJGJgDWE4RhgQ1q+HaN4aJNEZUl5gtT5FlE5fHKcBbdXfEILTtLRHGLEhKNSMw5fbBJmJXJtKLcsj4T00Dhe4vtforOW/TrxByyxgl9pgqIlUuF6oylCtSPzU7gH33624s5z+8wwAyUhajnddBSoq/ACZTCRfMhczIyGasUQFHqtVFZ1LNAojQ08q4HXrb0rhBTYaThszV0KrCxIUUXl0G8REEPap40C0yRDI58gJhgUo4HADz1DeswHth41OHDn3kZ/uPnvhq+lryFyIX/wqiCVtQY0VtgwQBYLWW9UjrSpUEKY5I3vZW54z0jCcFig5gxhTCq36qv1lCekLFl5V6YmHJmoHKihuPZf2mLZ7/yGEpIAcGMANrjDTzLL5thg2MTqPsnlcGZtYbyNPI+DMEWhlnLfP2uDXAt5XTEWhmKHJShHCVPfVKFM4fypJi3JBMM9j0VITv/NQ7t0YBp02GzmlOOiMlGaX6fzMQUoJizpMikSmS1RAfsTCxqJgH0rv75g2/D2lMZXlI7T4q5RcGatdCGBBncCkN0JP9Gf7YQaV7SfKQCkRk2RWu49xb7ocF2WMPcO8SeoDhB8p8qoGl6nKquAk2N0BiGVEVUXDCuhpxhyrE2dFgNa9MMxvQz574Wl+47sbT/5ZdH/qTyPxIJgCnnX7Ohjc2VON48sz7pRG3jDfa7Che7DQCgc6PqsG7n5HhheSjnX3ku5/mOkaCWBGW1VHCWz2uB+3TR4alv2EK3WcPNAporBv/qibeiX7PwUyA2zDhle0yML6OdY3NVsAzSO5/7CrXxeOpbTyNOyHhKhqWjM53yjKRAoRlfawoSps/mveAJRhmR4KmUYK5YstT6FaNJIst6z8g6knNJO2UEJnr51RGXX7OV1jYi5Wu+2J5/7UtqaLz//e/Hu971LnzoQx/Cb/7mb6LrOrz97W/H7u5uuuZHf/RH8cu//Mv4+Z//ebz//e/Hk08+ie/7vu+75mdJ9WbDLEVSKVVTzmnGEFI6SjpA2QIHRjRM9ig9/eGzOPZ5v0SgmKLSrOCWie7VFF4srZwKpl8nUgXxBFi16QcJW6RskqFBuMvIiamKOeqAcQHZoBkW70rPiYb6xsngooDOQ42OE0w1e5J45wKAGEyBgfW9xaX5OmFUtyr4zYDNusVRtw9bB87RIPyxCMZH9k6g+Y0jpZG2MPflvwsYAOdEHNiUl1oObuifYdP85dGkSrxiVOo5SZ+JS1xRGmrdTbNsFf0y2biODsQExOQHuXie+kpaY5lW12OkerrJCejRIBEnJO9eoKRji4BjbzkH1wYcf6DHyT+q4P7oCMKEolJw4KTysJCjMdpGIIZS4ViPecyYNxEwvM9IQSDloA0K95wuLoueDSeADOWsxMv95GBtjIdj1imqFJ/3YWU9GuNTAr5WNMTYvvuVX8AzX61zNIwyxg3qhPFWipLKvRnOWZYbSOxu8B6mp8rDSbHwGQIiuUEIAXbm4WaUmB5rh1DzmFg+VpZyAaZShEwXKRxDeigDKniHnW6CWajxkm94FP5Ej6NrMxx1+6wM2lHlJbFLKUNs5itsh4ZYtCLJ9sb1qBEz65pFMgovfvAsjjzMjFQuYuJ6rJt5UqjGHDWrOP5lT4wF0YZNMPUSzXN6TQEwkeQl5dRAKc7003UOV7spLvt1zNoa6DrAWoTGcj4AMK17nK2uIKzVzHpEhkbtKNm/XkKJLM6NQunW8szkCNbHPvsSnL4XHEHKSrnIrUAvbeEZybGglPwkq1J+i0nzr/Nflk2uOIGENMN4wHQG867GhRnRGB+ZznCkVrli1o4r+zGfQeD9LQx4lMScGQARgNY7zEON6i3Poj1Wod7tMX024o8/8RJ0Gxb9FIh1QM25hVPN2LfU2Mj3N14SwcnQMG9/Fn5apb0fHeW7Uf5HB4lgp72jDH6fmBOzfPFsuO5FIHFz8CuY2g4T1iWGtNUAeP2uQGtgcZmJrHvNGx7BxdeavL57OjtebM+/9iU1NN773vfiB3/wB/Ha174Wb3jDG/DTP/3TePTRR3HvvfcCAK5cuYKf/MmfxD//5/8cb33rW3HXXXfhp37qp/DBD34QH/rQh67pWZQw21OSFB860UXy7ktSk0E6ZLQAsiaMQqsKAcGCUTyhgsc8/fGArYd283eGLZJCLgpLCBlOEH1AYp4CSAmEYp1iryQ42VpX0Bblo/ACiVAyEtGIlLQ6UNIWsO/qsB/CJIqhDDxCpIjFrIAmZpismIqST6xO+bOk9PYWu31DnvI1g7jmsVHPccTuw7mAWFcqokEY3Kf3tnD2t89nATdUPhciGrrfw0ENMLgoDc2UCJrWzQpPlWoLsDGJWKi5EYXfiKExklci1MXDiEY0UjGcqAkjUxPCIq/3YVP31lCPgnnGKCzw8Hv8nls+LP7Rnb8E44HNBy7h1D1XcfrjLXxjs/JtV/RjVEOj55vFsMbipVElVhZrig1ffq9dqBIkgvauTftnqV45pDiFimiAGMggzFUqGTxB/hjmMrZG/tINH8aNr3y6YBnSEQ1JcI4sq4ZeS920kyLTgLJckURwnv7obSFDZsxuY9sebk6FDMljnply9JikanhWbqDWilLAU4V7IPQUiehihX/wkv+CtSMzbDZzbLoZNmyLouYKzzFFAENWTgKAaNCGCrthAuNJcYkc0agN2NBmpYzf05l7O2w+OkvKWmNzRKOAiC3Ig8WIqIGCA8kZsqKVEeKwmOjMzcPCJ4MqG2i+d9jra2z7NXTe0fu0hmE6BrGKWK873OB2ECYVQk0RDU184rRlKr8PGutgWBsP1jj+0WdWjnXo0JEx63tG5cxbmH91Fo1FLyOUASiON5mr3qBtHS7PiDJ9q55jq5phw/Da0hENbkneSlI5P4Si8Qy19JkeVpwWs1Dj773q19FuWNj9HtPLAcc+a9GvAX4agTqkqNnUoNwrg2aiYYMpR068J8dIbTz+yWt+CX5ik1wW+TJhamrYmI1ls2Q5JicJObUkIphyTNR536jobnJsYEk0jt/RAsyxMAopWvff3/x+4KW76Z2BiQ6+HNoQevql/PlyaNfVW71y5QoA4MQJCsfee++96LoOb3vb29I1r3rVq3DbbbfhD//wD0fvMZ/PcfXq1eKnaEqIaYUwsQataE4bGfrvIxvOGPr72vk57JW9A++dmnjtDvtqRJFID9adGBME3GcOU0NDxYzCDSuv04purlSoy+JJ9LfAfT5MxECMr8478pRVBqYKSbkhdh8UyohFxKyvEB569MD7r+y39HPlhfRrVWXuosVQCN2FvJrDPPO5NFnvC1C6kccrw+qQo+IvlsvNmYivnxJFqrm8DXfuWUzO76pIgb52/EkHJQaSkrZ6wkbvrBTv0QJlh9yqci+5X+5XPuhTpFB5AMdYjaS9qrmAO45cLCI42rByMmY2apf2V0eAeP8JzCQ7N1jpx5LtKOxUfaSJ1NAJVmAERueyFpnlyUgrDsdokgL3ponBpO7R2B4NFww8KP9kyArUwSXDiWRZoCj0iKyant9HtT1Xci+kHI3DOAoObCPfXxYRyfUN9LXlDfJYDSm+7F2PESRXTKYUhiGDYmJ8SX+c6s8E2GskZVAdoT4jorkSgaefLT9/LvJrrCuFMbbcuTXatIGtaKcb17NRnHNxlsOXaCDi8JLmoYrp8bOEee3rpk8i1IDxAW4eML0Yk2FuZO7FKQUAI/rEAoU6P1/klUPAt6ztUI4GshNIHJsJbXBAnlT5v5m5S9Pmyt7WkHGkrtN1FkucRaPPLf/3dc3TOLa1XzjYXmSden626+athhDwd/7O38HXf/3X4yu+4isAAOfOnUPTNDh27Fhx7ZkzZ3Du3LnR+7z73e/G0aNH08+tt94KQCWdKupBvUFT095b5A111U/xgf0bR5+5kOin7rtsswc5JIC0ARe83Ooz7TkN0aA7YuBPbKqIgU03WcYMI8LHuoCKPR/moOT2QSsw9UsOq8Q3z83Qw5kiMo9TK6ZEZSodzQoEgkEXiAq4nwLWkafy8/MzmO9MkOpWKM/NauapvOSHnslVLUeSru0kXdoX9edMm7t4WSriBq2gHfbZIXsJFbY2VUEGViq9z6UlGtXo0EVP3PYAQ4lsVr6R81uu+RkmjgUxrrmtgsIMldMxhquxrmujaehc0EbRKKU0JEFdtCAsfdeFoqT7W1y05Lu3nEGs3YJsAbLsSWtd1jvn+Sxj7LOIK08Tvx5gbjqjHiS3N5iHGvuxxbTpMHU9tv0aPrZ3+9L7+WSp5/4TTr5CvxExO0aRz82qxUfmN1DRSLXuPCxmp9fQH5mmyFWONg0e9lzXmXp3QmENZMUQyGfLqpYcMwo2qffYpO7hbrkJOvIdHUXpPzq/taxOr/bbx+YbcLPxc+KwrTtigNOLORpDB4oZWcdDx4dOZNZ5I4ftHkGaIoY01hE6f0oZxbKWVzVtqyc4qco5UA4jz9F6gTtJ9HVIPw0AH9i/MUdLVu3bEb2AolxqX6q2EGlW91/G/Gb4MT4S4iDlOAEpWv/R+TG42fL6UNfSijNf/UO/rxfb869dN4bGu971LnzqU5/Cz/3cz31R9/mxH/sxXLlyJf089thjABg6BZ+8ctnTgMQ/TcnhOSSplYwvzM/gH3z6HcsfHLPgiCxUpDAPtIKlBUsEos+5DBkukz2Pcp00ETY7L+tw8bVbMH2E7YG2JbiKcZELjo1IMAPC6dYem24Ow5W1wYpoNIOKn4N7FHJ5yYFMHmKqDwIuCkbQD4t5cMQMU9AQsmLDibkx5M+liM/ObAIA2L/BYDJtcazexy89/nqsPdRwgTCec05yNyYCpsR3S5P6IEZ7rEaahsakg2SIW0aGItQovb0axwoMDl913z64pPAmCJ1EFNI6QOlhU/NWNNVnQNYg5R4J+4nkJFHdmLjcWORE1CIJXTWNR8/9pm62ocIs1NiJHdyMQb91hTCt4GtVNVrmboRhaGFcY//mZpZ49jOdK5LSnJOfM+66jQ4+Cm4aC3tVv8cg/yk8nsP+RMpVUEnIsjZr0xfyYOw1BhiGZsRirUhz8t5WUc1KX2Q9pQiOxZPfcgzdkaZMqI4EAfGwaCMVB4x9T9n0zOIUK04qZkiY0ElTYdKcgBoH8gQApjfu4plvOJvegQkG6C0Xn1vDk97jxo2ruHX9Ej63fwN+5lNfU0Kn+FmUP5CLmRkPmN5gv69x2a8j3DrD5dcEnL35Em6ZXMK7P/9nUW+LZ5n60weHp7+6xtU7pggNECcBW9UcG5zPJMXUCNu+2hjWzHMua576gvTPIWQo5/4N9mGhWJoSOsUVr+e+wjzUuOnIVTz91pvFrU5fryPWqg7/4nPfCj9x8A3JfbhI8B3T4f/x4Hdi7VxJRyxNO7rGDGJ5pzsv63DprtOj8yLyo4CDJkKDmOWkisBYhLx2JO8oeerZIThSXDblualzVGCBobfw/NzKBExMzzLRsEOuHL/OiaM9iARNpgKKYoCDz6jMALYXDa9JghqS3KW5ty5iUvUIMPgHn34HTBdynQsgCfYiJ0+ez/Kq53yyMBKntTZmWWrjINF9aOXFvKY8zdHM19iNDVWgDzQfTUVQr3c/9O1YO6/gpDxtBxJxLBFOOoLigyn2sv9ygE6JoXc9/Vzn7bp4qz/yIz+CX/mVX8H73vc+3HLLLenvZ8+eRdu2uHz5cnH9+fPncfbs2dF7TSYTHDlypPgBgIntKOHbMRtMopwLaDhJM+FDpWi3Urw/u30WzXuPjj4zeUYlOmCBSlhMuNq4xjgCuWCfJPnq0DgJlCopxBmLTJ67eajxptc+iGffQKwwtgN8R4aGdRGBcfC6CYY61MDGpMXRah+uCkDlECpKEpcaFakVdQDo71QFO6ikvTwmGhd7ZFnYIgC2B4I3mPmavCainPGYhF6vixYIJiXaGQ+Y1mB/ViNGg/2bexxZn+F0s40Ln7oBJz7jEWpmnXKRq94SRt44O6q8jgq/qN+hGr428EBKmnDSiwCXsH6tDJsk3IePSu8zsmdyECkZnB+5YF0kw01HelAqn3L46Grx1kSsG49YR8Jps6HR2J4VXvWO81TkJPQlbRSuxGs3BovWO2yHKS4HwM2oKFqcNghTB99kgyfjxUP2lg/aApQAUAqIYjUafNeog9uwoZEVB6ZWFSYm6kHa/8WaHrPXdY4GN41UskYZ+5bHymuzhs/e1MEz6H3z/tGKjjpLpB4JrbFVzDUhK3msKPXRwUeLzW87h/mxqkhoFScHFb7jZPC+p8TXSM/wjSWD1YKUdpYFE9vlgn0aX69e3dff+hAufHNL78GTTIA32G9rXO7X8bnuJO7cuoBXTM/hgas34NjvTrPCr1pZxI6cLLYz2O9qXOi38OY7HsJXf9UX8B03fxqvWXsC2+8/g+mlkHIUjAW6aHHk65/G5TuBfmpgph7H6j1sWc+yRFeGHz/El+pYA6M4RkrCT5FUeV82G2m6CrrcV/Zhl4g/Yk7e7y32uxp7vsHrjz6By2/bBwIl98MAZq3HZj3H/gdOwU8sVQuvAVMFTBxVjz73gZtx9OE+yzLuW4ZNrrZgPQze9NoH8fSbyvkolEi5rXjJozJiDLJRys6PxGSXCAVIm5eq4cnA1lMs8EeWoSYEIhvxEaYHFbtkJqOJ7bHu5iQTna7MvfgOI+d7QIzwmJ0S8JlIwXhK3N/3NfZCRc/uKJIbLRAaMjZc5TFxPbrg0Pz6Ubi5T2shDv0FIq9UXk5gZiihoU3QQW7Z0AjkbLR6n2bSDC86R1SGa2+x1ze47Nepqrkn+TJtiKHr3O/fjKOP9Ikkg5x6ocxdlbUt/eHnBZ2fxWtAn/eB6ZnFYeD760IlfbH9Cbcv6VuNMeJHfuRH8Iu/+Iv4nd/5Hdxxxx3F53fddRfqusZv//Zvp7/df//9ePTRR3H33Xdf07Nqw1UzjcmHpTAwiafRIMGOUsITb5Indo7i7G88yYdoKZnIaBCFhzaisxzRcJJgirThrD5NlAJp+H/7oOoY6IrRMXtWfuDsH+Doyy/BdGRoBI5oWBtywuZwvtnAWqs7bLoZXOUTz3ru28Dzpj1ICpcJVnTGWowGUSflBYPoDVpfsTGhxsSNvMtkaIiQtSx8+nmFGIHpqX0cn+7jRLWLo58HjnzmYkFVbJlq07JHeWk7RJHEEoNL48zwB6T3aUDRMgt+xyORpCBGJd8vef+Dil4tSfYmTx1yEu2IkittqPyQIkMHnUQ0jAt8qCdrRI2Z/q3phospUYrXQoiexyXRn3ngg3efKr3HpoKfOPLwuUgRDUN777kU8lvWtNG0EIVipdtEjmgkKIJaKwqKlz3p+p5iIWpGOMNzIp7XCM2+JKxTCb4pbDeqiVfWJ0MDOd8glBdbIDMpGbMoV4rxZgeGjPf//YqfR7tp83wEWd8msQ55GKDrmRUvJg8wvT8ATqI0PGagUB6z/KQ+/Znjn8J3vu6PeVxZsei9xdVuiie6E3jF9Bxe0lzA+e0t3PD7zywml0PobdW7DJGSfnuHS90G3nHyE/jbN/8WvuvIx/GS6lnc+If7aK76JCPAEY2/+/LfRHdrS7U7Go8j1Qzr4mTStV5GF1n5v2Oe3VUwRxmPEGvoug76Ox42wVkSm1IAwF70vdDgtetP4Idf/3tMDEIKYtV4bFRznP3wjIyMht6ZwE5r0+PMRzqsP7q9Oh9lpD6Nbn/97O/jhldfWOi3kFjw/yiDOcMCNRU8bEyskLKuE8zXkqOPTLXlckIMAPgBYxuzqVlQRHFqOBm7Mml96ZbJN8o97pVTAsqAl0TtPjrsxpoM6K5nQgJOwq/I0dDYHh4WZ//r4zBtP4o6CKLJ+6AcclSnR2h0A8sfPe2GZemUIxrJ0TF4v8kg03vfU0RwL0zgupgiGhN2lp75SIf1x3bTe5F9oeGkaf2OhWh1i1nWdSyfjQ901rNB9WJ7/rUv6Vt917vehf/wH/4DfvZnfxZbW1s4d+4czp07h/39fQDA0aNH8Tf+xt/A3/27fxfve9/7cO+99+Kv/bW/hrvvvhtvfvObr+lZKbdgSQ5G8hJCbRqTP591FfxjT6T7HbSfSgrQReNEN21IaGE9VIg1XOal1UXcsLlTCCO52fIcDVJ6cjI1Bp7VgxXwYYG1sRYU7CuPSyecYfQALqpAixIXgMjCZ23SpoOy2aYkY42BFeGXknGBhXlYicsfNtXHUc/6sJkD1sWIgSNwlrHwZ4p2XEvTnnUwJbOJhXGUmYAOft+HguMOrhFjuIXNuTqSSMxKqA69L0smXFWRWcZwoFGp2iKCIMOJ6AKsVryutQ3Ww7KaIbotJgFLZ5cY9c+hr28SD7f4Rgb7kQpr2hxFk2cNmHLkHZJnc/Uzz1ZX8IaNx1TH6UfqruyFBltuH1t2hrZ3wFNPYxkzl0/GdpYTsuZurZ/Fa+pd3OQ81m2P+ukd2C4WMj/A4HXNU2jWW3JQuEUmJr0OvtgCd8ugSGWu1Pj3RCYOzwfP9Ldbdh9vXH+wcFIIfXlzfrv0bCsY0vTpPZi9+XMaj+zbl9YXcevW5eXjToMu509Dp6jDvI50SLfYN6vnf6FCeRycqfLcZOyX1y/sIb0vZCwDZ1N2MtDwKOJRJchjypdREMLK0vj6Rx5LZezHioOm5xZOxnHiivQdM15nZKks0/S9vH+odg7/zWQ42/TCDHavzfdL7+sgWZb7uiwfcuiA++J22p9OM/H6+7ne25e0Mvh73vMeAMBb3vKW4u8/9VM/hR/8wR8EAPz4j/84rLV45zvfifl8jm/7tm/Dv/pX/+qan+XAtQNUzYiEwRX8pyjeg7ayKjDo4OpfdiOiY4+3pU3aCPZ85J6Z1lTdWxkZC0lnMV/iGWIR2RixfQQ6g0/t3oxur1nw1IRosOY67J+qEBryfDSmh7XMVqIULIGkDGsbHFahCdFivW5hX31norIVmNQqSM5QkddeMBm7Szh3zwZcGf5eEH6r9E8taA8c00iflcAFgF/ZOw3bqs9WNXUIjt17peAYrAdpfmCcGU80yR+Y3Qw3s4guZtpl/eUVBvC1sE4JTCfG7LFKB421KBiSTB5kmSB9wDpb8dmB61MGw3MksLX8cbj2U27V9dpbKcZd0uwNUuTkud5/2A44beS9kGGlTnQtWyS6BoKaxlfcBrPX5muVcqhhpRLRSHCpFcPS0D6CsKk6OqLEGYByrMadBdLvdNCCIlTzUGEWa8ziHgKA/7rz2tHv+2iwFyvUtUe/BtS1R217/Ob+jXAzrKQMXtWGsk0ifAv7YSA7DmraIMxyI0Mr07yFCNsB7W6Dz109DVs7FVUD05oH6GKswwjsYfq0ygGQDCGlkJf9zmeAlgWZrGXo6KN/HpbZr2AMTHs991cMu2gM5XapoZSU2KG8DxQTpM474ZberTbMtXPHRuXgcTkPZdAWHEtpbypjB4P6RsnJFvDB/TuAqzUgZyS3pUYBj88Hi1lsMDtu4FoDvxZYT/AJpjmMjgDjjJujz0CpFA+NaDo/OEfzxfa8a19SQyMusXJ1m06n+Imf+An8xE/8xBf1rMZ2lATGBd6kYJ/AbXRVbc3SI5CHQm+IkT5kgd9Fh8ffuoGTnyGwSawiGk66IyGvML/jE5GrkIZcKZvoUBVUJnCORiTO67mvMG17VDOguurwGw++CvX5Gn4aECskobAXJjjR7OLi6wxwtMWJyR5OuB00lae6IoPxOuTDqIAJWaWkGrDRpowRHuDN61fwR++4HTf97jasj7C9Abxw5rvCW1hAk3hOjYS/OUFMojWV81iv2pz7UjmCiTmD6ELGjdqwqNwetg2XJH9ZG3/JU20pudIh4u/d87248XJOao4D+zIh6+R9shEVo0Ebq7QXxjzY9P7HK5qHaFl5FEx/hO0ibGuw1zf4p/f9d5hcNPANEGpdQdan9Z6jP6v3o/44KVWKa17Wr09YYjKEJXE5eVcZsuhY6VmATmkjecxaHL5PnS801oZKdQRScvSKSMEwuuELD536Xdi2GeJRKhohOTRS7oZqWsEL0RQQOfmoIBTQCtlY5/V74d+yhvVa0bUoJEejiw5bdh+PfvtR3P6LF/N8SJFTlhc6wb0xvA/7gbKt/i25SLoGRvAWbaiw5ydATYqLswFo6lz7JS01xnbzvBvByfdA3zts91Nc6I/grNvBbqzw4/d8K15ldwk2aGgOYqBcsXP+CI6szfDkmR43re/jhNvFP/zUO7D2dMxYdAuuzTOg8BxMeyEbACSygAiAC7DOYp0KQ0YDGBc4OuvLSLu8wpgr19N9cnHWXACVaodMTQf0HrYLaHYimidqPNDehDs35vB1rgruqpAiwuRhywXrhvLqmlrhHc+00V3qN1K/EzxQan5YpFpWU9NxrmCef2tDgldaE4sIgI7wp6jwYH2RjKVrhNmqFs185EwOMhmxhGBlpq8qfQbO95LaV210CwZAgoZxVfDaesDUC4q7MbGMVgzOfYHZzkKNmc7V43tIvtuP3/et2PpChkOPvdc4nCNmdrzUb+DKK+nscCfnODHZw5bbp31Y2bSP6J6ZrZNYvMbPWT+i48lfPGju8hp50dB4vrYXDCBualpOjHXJyJAEYqlsm3HPomSwMpS4BRenK/Lmf+nbHsLeaU4IriM26jblaMBp40VtPBU2BOM9IwutLrpUsE+Epy4ONIsV5t7BzD3qvYDmioH51BY2njDop5z4a0hw7oUGNzaXcforz+PosT2cmVzFSbeDSd0za5NJAtHZXKdiIUE3GSLKM5vGQr9CNHjZ+gXc/u0PsTKAhCue9+RxHA5fvhckHyFSIp/t83djNKhtwGbVYsvu0+FZV1xEjN5l7XLxMLPq1NRK/ZjyrF8Ty3SCkxQuIhiXiz2e+pUpps+0q6E3MaT3LEp5z/kMCQ+s5nKsDa8ReBUlyHLV9R6wLeFu2z84ibXzEX6ikhIT+5FSiAetiDAd4A8o8kYCecV7phulC9jIcMjKhcwd4iik8Zo8ytYuhZ5I1ELqRohXTVOEembIScNNcLxDGF5qDSX6TBvYuaD3FVcGF+a7EQ+hQAszs41m86IL3RCmZDD6/vKY8/dzEqZXBj0gyeCei2p20eFktYOv/rOfASoiI4A1Kfcr2phkhSjLxLomsnPRcBWDWCehGk/QKcKHN/CwROZgA0xVEY7eLcqJTowkz8ngvYHvHa60UzzZHcezYQ1P9sdx5r0NK0k817zn9voGj7UncWZ9G1s3buPGjas4We2g/p2j2HqiSzl84lE/bORB5FexzriA5SzUOcfLAbaKXNehT6xrY0pvx8qrJsiApyjQvq+xGybYDRMgBNjWY3LV48hDwPFPOPRbNTsY6EyquDJ1Dc9Fa83S/X/YJjIx76ucS9BGm51GgfrdeYpcRYt0DhuuzC4V71OOjB3kaJiwsM+TQRYt4D3lNhROqrx3iLTDw4pRPNiDEnmivnrFyCZ7g4xwKZQrinoMlpxoEOgRrRcyziNQRdSVx5rrMDE9jHNLZQB9Mf9OfeB6Ul10mPPf0+UsX2rj0X/4OE5+uk2VwZe8NJhiHxrMuwpPt1u49bXncPwrnsEtpy/hhuk2tuwMsbbkoE3oAUXCIW2Js0qcGsMIE+UfOYRg09q2nLx/3bd4Hf5c5+3L4K3+ybTaBEwNktIvgswAyaskIcLCiw+U7DbSInlURGH5sdt+Fe1R2mxRMftQEuLB7qKUmCWhdpClL0qp/IRIh8ws1vDBwnQ93Dyi2gO2HolYeyYg1FkgiDJ1zO3hO276NE5t7uJ4vYct26IShUjGywm6lNSaw+sZVpVhZEmI8QEOZMXupuYS/tHtvwQAlOTFwkxwrMX3kQVP+kC8SaIIyTt0Hmu2ZfYwUG0GZ5KXNcO+YsJ3L1fCVr6Oog0939nbnQ3RE+9/FO7KTBmpS26WlD/yVKZ3PaAy1qFy1RGMebhJiYvpYCImHmDeVzj1yQ7TyyElgzvHHkKBKRwwT7nfavDDv3EzbChrmtTsTlQRDYERcESD8iwO6MABnx++ICaS8Thk7RqiM/R7XMCB872GxmruL7ISkQz0kBmGDjPn0t+xPy9ZY4nNbuQeorgm6EXUnl9A6JYpojHDP7vlV0ghDTEl7g6LwhHhQI/a2GxkaHtcbTQPm7z9FFExCJ4UqHkguUARjZijlQPDUxTYpNCzshR6MiCu+DViPPPrOPH7j0PIP4D8rjrvcLHfxPFmH7ccvYKTk11s2X2cvncXzYV9HqNRnlvtXBlCPM3g/4GFZGHeDxLREIhqZRhei8X1KzA2X3jqs4c9sAEzDzU5b7wH+oBqL2DjXI+jD3bwE0tGRhWTV73ivR91REN1/jnno4hMg0r25RwtUfhNMKl4nl5LxhD1bG1C8fcIJM/5MtYpaTq/z/iSqGEInXJYztYWUgQpJgNc9kaKXKUK5GxcAewcHABEZI8nKu+A2vYZCWDSMZDHIX0NIa/vmJZUNuDkD7wvHUfeTn6mx/TBZzEktMj3l3MW6d6yRq/2a3j72c/im2/8PF669SyOV3vYMC2dES7vexghjSEDsIDiAaOGSHrWACEQI1JEA+xUfLE9/9oLxtAAgO2ROGJOSI2LgueQaz5Eg7NuL3HMwyCxsWj4zoJiYSNM0yy5p4WZTla+oaiUcusB18bEPDKEfFgEHK32mGHLJ8aHMUz1cymiplttPG6q+qxksrD2XAX4mtpAkVtIGsTgswP6PsTAflFD1Tr39g5MGO/X2PNG4TB/Ek2MUo4suFlInO6Sk/Sn0RK7TFMDbrCI/5TPktFIkZr3a16Tw3sN2sIalHyG9PIP97xrWptLDdvBbyAZpeV1ZmEt3uDWBwqEMiKS3Bys+cNO5YqxLXpLFy/O8EO5n0kYex8twRF3dpX81UYlGVyV9Zi6jqIoiHC7cxg/5Fo7XFuatxAlibd0VGT6ZYvdOH4GFGMFCg+mvKu0dmuKFFOUJ8LNQzqLsqNIHEnqrFvlFHkubZU842WX+ixKsILhFM1kR9+hHtHUh9pb9iC1x/K9UCrHh2kLS9UgRcVKNsdruO1YH4bbjt+rmwWYebfYr1XCJBq2rQy23AxHq31MXJ9grQWV/X+rtoJN8cX25d++pDkaf5rtXHcM/8+nXs/QDfYm2MwGIRtKe7NwkOIahW3CYTdW2L/JIzQObqvD0XqGddulAlDauylt68g+9r/ulWguzoqEOTlEdr7x5Zg82xUHTOCwdBcr9N7C9C1MH+HmdHiEihhl5JDpvMPVfoqLfhNddFivWmy6GX7l6lfi3OMncMTNVDGrLNTFg5fQXTwfThR9gyzUC6OGPXFExUEHH1NZzrsKF/ojCYMrRo6ueUD/yFSOFOXJNkttKEEtOFB+iRh3OhpjA4pkUm4LykDMh/AYI5C8D2F4yVAgJH5ygY4UtREGyphHTtxPMLgIxm+zp1PRIwMo3gX1dbAOo8mJ1zDoIN5dUjTs3ODCpS3cMrXop+LZBNeN6bl4JVYeIH4o+AtldTxpUaI0kqj67F3HcfyzdR4bKz7C7V5Wmh/vBz+w+F99cC4U7Cu86GMe5+xVuxYWsqUMYOp+xZ9t3oeJ3pajbdqjOWpRDIz0A8/f4fJQdVnk9jqZlP6+eGPNbBPSdXmYEtnQiiuATO+MvKcKucD3LeoCKXx4H5ieG5keeBjFShE89jobodD2RhWxq0rPsjMoWPgi7bmr/ZSIK6oOR6p9hog4gtpwzQ1REqUtY0fTY+RQmRofyeC9MMG+rwkWxPkSE9fjoflp/ML5r07PK2FiNsNJffZuG4YDieyoTY/Ld9+CrYd2yalgoOiIDcF3HMP3TM7RKKJPxTgP1vZCzNTRdHZFiu5ECQhwDRA5A7jeyd68weWwDj8xCdaVa8yEhahZyhlELOlti3mitXXpzTdj89H9tGe04hpgSmXfCIWuKe7jo0V/usX+XXeg3ukTosAniJbIceS9mWjKS/mQ90FMjFe18TDOLYdNAWkNFWPQ51DKdYqFwUFFhw3X7VpB0RyDgrRRQci+d1wLpIGPFmu2xbptMTGeIYxmce8vowsZcVpIE9iqkD8EqZuVxvmn7IV6Di3Jr+ukXU99WdZeMBGN+3fP4A9+43VcsI/w6nARlQuYpkRxpGJNANIOTZ5ydfClkKOnpLyLfh0ve/WTsK+7grMnr+CW6SWcsD1XQuY8AiVYPCzecOYJPPLtVuEwkZRPAHjsuwLmJ+sC5uCjSUmAbe+AeYtqz6PaowPGTwz8xKSCfa13eGa+iSfmx3GlX8fJyS7OVlfwcw/chaN/XCNMqsSNb1xg5WEA8WDDzIAUAWGiiJI4z40OGAohzyJgvCeltwVca7C73+CR+Sm6VhLyrRg2oYRWCExoACmrrce6nZPwqyUZHKkA3MT2RCOo3yM3gZERJC0U+l1mBFJfYMHng2GIQgUEgh3Eig7IhgtgoapSgbGxsDyhH9SYuOp5HywlwnqBUCBFH4ZNG6OiMIuyMYtsYHQero2odwHz2Bq6DYt208BPgFhHTBinPbUdjFNJ8/rgxlhug1J8i4EpKacM5Y6TIy9+2z62X7qBxJvPMDfLCaBUgyQrEJmPnX4t5IoM9uQC7GqZwiTKH+Swy8rQgrExXAOqeepUnpOoP1P3MRqiSYrG1JL3fBV0ysvca289t4OKqC10OZYHOCkqFA8UY1eKR4JlSx9sYkjqIpMbaKpOSZLmnChKsI2oDSlPuqjX2NiGybqxN2j7KkdYQUpMdHZ0HzmEVMTO+ADXgWsXWOx1NXb9JOeBWUMFPVWuR4wkE8/PjyBEg2P1Pm5oruKEbRGaCrG2RS6KZXjYgpGhlFiZbw+r8il4nFL93K9hx08QalKwp02HDdfi41duwX2/eSdGczRipgM3ISSl3XgDzwVQ9zwlgz/1jhahcbAtOWlCbSgRvCHDyVQBk6rP+YiVYRz/ATVDxtaXMvgk76ZwhsWcz4Cuh20DXBth58DO7hSPtSfRrRt0GwZ+EtE0PdZciw0b+GyWfC46nycMQ66sL2RVHMjIc9/RYv/GaTZA+UwNKsHYgehtF9YnD6GLDq9+yVN4/K011XfoY6pYPQ9VQUUuRjPl4XD+IRsJBE2TczWfTVPTEeS3cGgCAnMOvIYiQ8AEcib5mWRI2+RQklwNkS+U4+KK/CbtlPHKSBEiBdMb9J3D1W6Ki/0GAgyOVDOcqHZwzArsNhc61rBJzQY2PLKsCcmpIXMsTsM2VGijQwwW6H0q4mn6w67CF9uXU3vBGBqP7h7HS355JyWaDasTT0TBs3kzaY9K2qzWpA0j7B/7vsblsI4fvOWD+HMv/zheeexp3D55BidsQxWZa5u9anyfEA2++dgDeOc3/FFRZEgOfB8t3v31v4D5EZcVS35eHxx2Q4O+d4izGdysR70XAQPyEjVZgZ93FS63azg/38LVforTzQ5OV1cRP7OF0x/fR2jY2+0AYwnylRJ0kecBBjDMA56ogEe9cJzoBQPTB2JA6sjD3s8rPD47XnhGCrKWaGEiFfAxvUp+ZA9ejAa18dgwPTOp5ErF4OjC1HZobA8Yi2E9EYFWDD1BQtNZQLJEPgaJInHSdoxJ2XJVwNR16fCAMSknZ+iZBEAJhkWyIhUam4eKEv/TfNO7tIh8kCNFQ3TkICX4hgpd5HyYzsPNI+qdiPUnDbp1i37DwE8jYhXQVD0b1h2MjQRrWiXbWQkda0bNUeE9jEgVpv/JG38R27doXHY+/IT9qjGSK1R2ZMyzKvNqMAKVG/Gkp/kbzF32vNqUTH9QI0UA2cCQLcLvQiIG0idS4ijyVTtJmuaxJnmQ+ytGlWadysbl4Q7gIGEHMaQl/yLk/rViPEoOFMsynSAPAB2Y2lIMFt6v4pRwirHPQhlP6idXJGaDbpisy3tA9oiTKImqjUJ9yEGtWaxYSQpsXCMltO70Tc6FgMgIZKdDpJyQi/N1BBgcq/dwutrGCecQG4vQKMOE8wdIHqoil4MmCckp+hCyggouJnilX8NuT4ZGmERMmw5rrsWDl07itl+7khRPuiES/XIXK5JXPqT3JQnIXSDZsWHn+Kdv/gWE2pJ8icScFWpktrlaGxqen8fFTo1Jq381xIbXGKTydyYuGBq05PyoYXrlbJoZ9HsVnuqOoV838GtAnERM6x7rrsVU5GdiEiSmQSpEx0nz4lkfOEY8LP7J1/4i9k7nqFlm9iujjSn6NmLYhWjwHWc+idfd/XleX0jVv3uVdC6RJe0cpMT9fG5KP606m6a2Y6IDO4jqD+ZZJaPnXB+DPjpe/yFHAnifkQMOgHO5aC+fJ4WclGKEfL5aD/Sdw27XYLufAgC23AzH3B6Osg6jC3EWBUg18kHJqeVQQvolxQ9jNAA7JEUevNief+0FY2jsdTXMfQ8nD060MW1QSgaHEg4ZOrWyJc8oMUF95eRx3LX+EE5NdrBlZ5iYqlCuhu3m+hK+89jHSsVFhR3fufkMfANoWlM5gAIsUcFxEqBr2dPukBinANrwc19h5mvMQ4Wp7bBhWkwuAvW5K5QoybrYYUDhiQtc+rOkRoiPA++lB2JvsdsTHjl5e1UroAfDOZHnI7JXGCnSIoJaEgeTl3sInTrAZycJ0tJK2cyHTMgHiUBHatPDjNRFKP5PwQyGxoIkGA4uXWxDClzk6EOmwUSCKjTbkaqC18qwTus9Zs/giBRIFZjTs5f0aaGPef36aPGO9QvoNwbXmEHOwuItcj9WvLNVbHDAIve+XlPaMDiojSlfBdXwsrkZKNzi/S/w2ddwrh62v4f+/th64sUwNu9JwWND2CBHAp0RKtrlibbSknGj9vZC38zi/i0+jsrwVknXfXA5CpbYhcr++EAyEQDJQzvH1FQp6bUwmDAweA8iLVB7W4xEH4jCt4+WZXREzQ6u/XkD89mHVt83yUTk9Yvs1HGIeOfGJURLMBREZI85y1ldmd4ie9zHoFPX0lL0DQPZBhXB8hFWjNreYs83JJcqEPMjO7cS7azJZ6aujZRznBb74aPB924+jX4t9yf1STUa/8gNlEy4szmHbzr5uXR+yTk/Sggh8yCf6eelsykmZ1aC2WJczudk7ZjfOV+sCQIErqafl/IpFPvbaJdVMd3kjJCIia/go8WEnVG1cXSvwT4ywHLolOrPsnEK1CxG5AhUXHxf12WL1+HPdd5eMIaGAXKBHvVjMMDeLjnchkqRCNUYM4f2LJJvjyASPX5zf42q0nI7SIEc/yz/li5IxGO61iK+5OYkcLQ3Bexh0HdeUDL5MC8O1cGqTVjy4dSMyeqYITd0AMXC2IA32Okn8FMViTCL3pHDtCTXlfKj77FAbytzJ6HjsYTYkWZirrdAYwoprC/wn8S6YfN8HXxf6pPAVfDy2+AnLnvstdG0bA7Uv714wUOgtSAGUYLvoFR4wYnhGvN8GGUjHg7CI9e8b3YE1b4M2qjx0W83XikjtdE1oYyUoq6Lal8soYFuh03YLyBYxVhFGS/zgJ6r3eDHhjY0nEQRX/huZp0B1MEe8zjH3u8wUqG3l4fFe/cmhaxb2sZ49ZXcOOhaep4yqkeSSBMVtYb8pXuW79MiwkeLX987nvaMNgLl3S1dT0PFGigx/IGUqn1fow8W7aalHA2uD2FMXDxzxgxt8mjlZ0ape0JnT0DMxhffQ8NykKK2g8KRg+cN2+L88RpZkaOlixRqtizLUdzz860UGcuMTB6/uX8j7FwpyCayMRvwufYMPnHp5pXGZ9lvFEr6yjbyakMUGC9SxHLZcxaWqclRF/naEGZUMDou9Gf87Eq5b5EdUyoiKQx+Yuwvk+eZjpg7HvMY/Mg+/I39DZhe+oxCVxjOw7I2DDrLficYGvIEfpkozS+2a28vGENjUvVAU1PdBQ6lG5drRtQS6VA1L7KXXCmvIR9shnM09voGF/0mzvkjaKPD8WoXR+wMf/sjfwmTq6EsPDXYpCn0rEKknbfMl90NMPlI0KkuOrzm9Hk8+mePAX3ICcZQz4gU8g3REJWi7bHpZli3RLuLypW1DUDjHRaREuFiTEzFk3hC8kDUAdPFig5IydGQmhhzi8evHMXsuEO3aRCamOBrhRBWArAQUkYKLjF8SWA/FkVycTWk20tzrQ7tgVFW6XGpMYmiMA8V9nyD2HYMT4uY1AR/SNApWyb967vFaBC9RypOFOjQ7XuiqHz4u49jdrJK4xGjYOg10oqhztHoYAlv23m4NsAy8Yh4DoMDTBUIwmN7jgrFAw0jrbzod6GjT0Xi4qD96D1/AZuPq0iRNmqHX1jSjwVlB/n7xK2fFabhGZ2eMXS+FQqRSX8rfo80L2MewMV0FEePJ1rAWFKWSM6A14lZ6O9o9ePk0JDn0/21d1uGGIGCMrLYQ2pMAYO/K6+twEOK53C3olKghESjMh5ddPgfPvhXUO35JCtEUcxFAm3ycItTJBM9GFZyxo8jo+ZY8mBoD4UEwSJ4ixSKczkhXMlVqUfgOQeuYrpRD4O/+8G/ADv3CJzDpyF+RFgQllK/iuKUYZkZHmZ7g/msxvn9Lex0E2y/xMBs9jjazLDpZqgqTg5WybsL45e8NT5zTISiBSZ623nsYNuQrFDJQyQykgjnCL43tV2Sn1LfRnveAaSox7ImclQcMMMipF5VaUfXw3Se4bOA27X4xPmb4SdAvxZhmoBp1WPdzfE/3fO9mZ6diwwK5PDfPXk3vvBHtyXEwXhUQww81XelpK9qJmbIVwepl+EpEtMDwXO0TOVo5Geoe7PzJpHOMHQy6xk9YF1huMvXCyU/qDzF4hxy2I0NzNzDzT3lJwFYqzqsmzk/t6zhs0AsItCpmPcGZD35inIhDe3av/2hv4x6ty+hfdBsnSFBjouzaUVLkZnIqAzZx3wmvtief+2FY2i4HqauCSPLGFzBTk9Nh6lxGV8vXmAVbk56kjIyTDAIPRWcutRv4Fx3DF2scLa6gmN2H6f+8xqaS23KCRmFqHDoWQ5+yfugwzJXVRWlIh+mFd564j7c8W0PwQieUw5kEV5sCMVIjBsT22PL7mPdRC54l/HIJBBzgpc1MSVUpwRQI6wwoVToCvnILEjRMj43ZIzunsXlyxvYP2XQbhGkBy6ybs1KIx8UOuIg4xLFshZlvHhXyMnFJkI44nNysaoEPTA0jAGzgujEtpjm3HuLNjjs+waYzynZvglYq3tsujkbGjblnmivT3HAqdoguaIx5fh83bf/MfZP2XKul0EFtBeKsdpdtLB9BNoOdu7h2LtMOUJAZJx2xjsLxEx5EJe0oXewYGsasEENPcYnfmUdRz6/K18tlBphGHLyPsfGmu5bGobFOoUaA8N6ABXtKCw+/lhHqQCifMVqz1zRlwErjL5X0R9LY21Sjobuq/pZNl7VhsrSmAEmOSmxSODnvxX3R6m8huyUIGYbB8cRPHqYYoqzgLEheaJnocat/6lCtdOuHFPG8+e9JTUhQjJwlDNg0F9dy8CECNOrBOneJCYmSmR3SVnTyefwOpcmYGp6dLHCrT9fwc56zuFTMhFUg0mvtcV+EeY8wHICuDhYyNjo5xUu7G5ir2uw/9I5No/s4/hkD0fdPmrngbpaMDxFGQOQEt/FeEEAIhNJzEOF7bBGZ0XniZ7XILEPhioS6UnlubYTGbspD6KQWQfTg6fIcOQK39EUzhNEqvMkydFxPodtiaCimkVUuwZXn9yCn0b49YBq0mOt6rBlZzj9K1NsnOuScwQWaKzHxHb47H234Jb3dQkWhCXLpDCgk5E+shiTkZ5lRIhAz0bqLNRkIHFBSKn+vQg/XLx3Usoll88FZvsixkSB9epo/GhTeZsmGHhvMeMijabtYOZdiiJu1nMcsTNmYyyNZWniyIgqyoQIWG+A3qLnc87DojFEb3vTLzSottuc28rGy0J+3Fj0FIZkiJ5zIO33LjqGf6u6JM+NXfpPtSVd7Tr6ud7bC8bQoCJQVUn7xp5GgpOQN7qIPAw9AdwKT2Cgitc7/QRX/DoVu3L7mBiP4x96Em63K7xG42HHfPCK50IKa2lhaICU2OZh8PrJY/iRW34nJQoWEQ0DSCIcAEhVVEoEFqFhC8NK830vJoNH5d1jbW2hyBT9DlF5L7149ugn7lXoNwA/JY+VeHsKby4naw89sQKNcsjGlOTcUN9DWRRt0LecDzFyOqV/D98zHzJ8qMe+p4S7mozUic2VfbGEcapkTtIRMVLu5qHC37/pveg2TTHfC+H2YZNDn4uBJYWElS/E7NGMju5HnrUedXJ352eudPqpd5EjQ0bN0/jXTvzRBVTnL+fn8Bwn76nO97lGaZRhU6XyMdZWQeVWg7dW3TP/OwKlV57lSIQ2qgKcwsYXjtAlSiz9zhcmY0aGrr52mByOzCaGwtgQhTkVJctfyF0wed8ZNuytifCwWH/fp2Fm/cp3AKD00ipFcOG5q8bArDvJ2JME6ahlZ9ZEs/Jp0vNob1F+lY8G6+//LEzni/NBy3+pTJ1ysUbGKQxRGi5EuWkGe/MaXbA4cWobW9M5NlyLDTtH7UKpdC5rOsqrWIj6KF542vv6fVH1bxDLm8ledcpHHFAsq5YohpfOvzbQDYQpEEAiFUjFWX0AEikIYFugueTI0dXETKhhOxz/o/Oor8wH3niKsE+fqrD28UdLp8jAmRMQin2hI32rcrKMWofiaQ8QBRhk2IXl31+QKwKjTecqzb14/80wP2a0P4HHEIv+UQS7guk9GUKerm/YgZRQGWqNLk3wj3k/Imb6XIDWu0PE1gc+D7vfKaOo7PeyiPsqWVTIGXb8JYatLwOl+cV27e0FY2hU7EmI+pAXZQ4BD3QxYRGHQn9VGDlBGpCL0TnBwfZsng8Eo24JxzoQjMAA7TFQKEK07JHr0iF0mOYQ8fluStCaES/y0gOGlcOD4C4LHnytVEiY1gDRxnygH9RWjS3N7YiXZUkLJ7YQa5fm22D5O5Zr+ugQooE9fgyhRoLdJdz9SDK4blXt4U6d4PGULC09a9gpeoTDTQuQ4QupDXDpxaFscmLlI/0R9LN65b0l2nZQWxkN6X1h2B1CF15xs/x7GXZe7r+SPQejDriVTdipFm90wBeTnAnjyZOHnY9r6K+rAtzpUzlXgNtBhoj2/A5rAgzbcH5ju1gkTLex5PLCSDrkRIQxoz39rxm/bkmTveBMBLqy/3odHa6uRLkHc8QGACvfMRo4G1P0NLEZGpsdIwNFzotAADCMYIWY8/UW2ogRkZxIYxHM56DhLSNqEBYuAMCp45Rgr+dDBJzJ9MEOgQwlII/fKthyAND3OFRT83Qtw9JFEIv8khWOlIV7jJwBOR9t5CYHOEjopkiOAIDf+YlNxJogWGFCaIX72rOwEhFYoXPQPRf7EjGyb2RfHzI35lraaHL9i4bG87K9YAyNqesR66rg6KbiZeTl/+H7vh9rF6IKzZK33Q3D5sP8gUgFp9pQkfIP8hhPTQQql8KYqY4GN4lKyD0NY0FNTyHSUaWAn6d5ytvoclhdha8BsCCP/Dx61VPb4u/c9xexfj6mmiLiqbA2M2PUg6iAeDHlsxRNMKpv3DxyvQrhIiePloGdWwQXEQXO42Lp3dbDPlCJk7waepdUeJFpKLVHZzBvj3/bcczOrmfvqg2Y2A4NPKLJ1dzFOPK9w35fo4sWz77lNsxOB0zWO2zVhLNeNz1i5diQNeI4LYZy+8mLOPedd+TCW4wtD53F5fkaPtOeRHSAnxqO9IQEBSuWwoA5KfJaauHIK5QiGny5wPYc4bSl7sc/fvg7sHb/hGllF9dm+bzSYIxauVH5ETlR1IwfInJLw3C5FVqAeO8WlBntTUsQP5dzq3jvpms4+lYoAGkrK8UaI4nDfK0OgAUa4ABCCYYdKTgJkNamcwqjTRstRzmR+7vKoaH7KzkWZXIwfd5Fh5tPXcZT77gtTxmvf4AhLyseoz2/BeUvrxGBlAJZCaciZHYUhqffcVbelJyKAqXIUDbdvSxfxEtOyc8mUXQyVW4kHH0bKiVXc7QgzYP0iyNMQtyR1pBi7ZOCrqOF+gb7QXI0yJkiTEskz8F1Cjpv4WzAWtVh082xbueobYBxi1TcAMnsImF2CAELOW+glTMkxpxLI1A3F1E5n+RJYncSiE8yqlYnvQ/3f4gEyx0WYRSYURcdnnjHWfTHprBdSFFtirRGoIpUi0hqI9UV1z0B07TGRB9OY3GKUemAPq+MYA4+kHUYuR5GIIZG0/Ww7ICMHa2tA+9vAKlNFHnuRc+oTU/QKcnJGVHekzNDE6lEihTJ+t4LEzzxLUfQnVyHbww2b7mKG6dX8A8+8Q40VzzXl0KSh4s5GoHXkoYVMnQSJbQw7QuTHWGj/R20RGstFpI8Pso74OhvANO+MzPZlwF0KkNnr6Of67y9YAyNddcCk4awq5xoVlUB04roDef/+QZsPtEmwRsNcoLxmERh4YQA9N5hp28wC+QhppwPKpxDyeci0GNx2nk5SHqdNE0JwpoLXjcRhsJT3sGVG1XCj2w8iBIvXvMN02L+azfgyKOzlKORxmtybYN6oGSQfiQHVeADrDwcxZPVcXXe2HYwcw/bUtjcMZd6dIBvImIdYJ1frN1BNxsoJFop5DFaNuAcUFVc8dr0lAw+Uh+CkulqvOw7voDtmyvKaQDgXFQQKDVsViSDN9hpG7Shwvm3dbA37+Hk1i5OTvZwzO1hwwZKrF8CkQsw+JbTD6D+ngswwrHPlXLj3OLybA0f3n0ZJ0gCoeHkTa5RIEpB2S8DhGw8zUJNhkbfQ5JR5d0JtW1V+XRwP/6BW3HmI/OlFJekOEmxsGzcyIFcNLeoxNOfQ5FAmAegvas5B2ChD+IZjepzbrIvKxNgBAKoIFTLFKahMeGV8p4UukET5TtBAumPCh5jkrKcHyQODSRlipTaXPiKDu64tL+6loZONpc+ZJgO0nsJ0eDrTz+Ite85X4obpRCHwf21xzSzxtmUt5KgXgpSJMoLQXFCqiOzypMaBE5ZQEVznQOJCqc8KpVfJe+hKIzGRewsG+2+t+i8QycKYYgZhiMvmeWcFFAT3LypK0TH8jBh0ZEiEKm+x0jTUCHxvBtPcCHXAra1bGg41Dbg6GQfm26ODTsnkpIBpDfNFyv0JkLh2CVPgwzxBJ0arF2dF2hcQO2kYFyb12BRMC4bjgtwzYHlJwahB0djJUdDJeW33qGNFe74ni9gdqKB67hoX8dGYSoi6LFR0VzEpkZsLBUa5JyyqevpMweYapA0PyZaeF3pda3zyjTJwZBCXehd98IEu34CzFu4eYSbA+gt5n21nJI7Glgw65NV+9tliK3ULyoMEXX26vmO4uBRTinvc/9u+LbHsXdDAz8B/uztn8Udkws49l82MH1mlotU2pF7U2dp76cEbCQDMRv8vGmcpf4KDC8ZePmegZlzxnxLQa1JDV/NrGQG0QfKt+KaJS+25197wRgaE0uWfkrKduBCOqScnv29Z9E8vVtgEcXrKp7TtPm1MAvEsiHKP4DSc+lsTgxTe0g8AZLLIImDZhUeVG3SLhJfvOBgh8ogAEiUQr7jGGp15g+uoH7qak7wYi+wtRlK5oaPN5IwTQduYi0x5bikrkMbHRAoOVHqOpByzQK4jkAdUxRlLBdhzMOsvYup+qqlcVLSZkw5GkMvdgQpav+vl/z/MD9hUpK9c5QkLfU50q5ghT56i3lXofUOb3n1Azh7fBsn1vZwpNrHup1jakwSxlEdgFoYf9Xaw/gHr/hljjgge2+8wV5b4+H9k4hVRGjAazOoxPvSyNDvOFd7Jtx6DGW+Tnq/nAszYUPyxKc91j77VEqaXxm+1x78pJgrlyLK7y+8taGxIcregTC8UjyNJTcS61QufqXHsjS/ZWi4Dp4z9rVUqwRIirKWA4VXW/fXsoHOHs3aZIM0jszdqlZGmvir6bdJhv5XrT+Cf3jnf164Nh3uI01HPeQ6HeUp8PxKKQXATDoK/qPvO2pAIc2bjjYGTrZdlrwbQmanIkVpIPeCQRtcWpsxxuKEKyIaKRrTp4gGRPlWnttFqOigb1EMJVvkaCCCIxr0E3sLzxGNjarFuptjw7SorU+kG3p+pZVrrowcaAO4EyMOSEq4GLKGKWQrS0YVrUHkPIKBDF/aFtYHR95DhGaeClxYLkSD//WOX0C3bmC67GBBNOTpryjSkipmV5ZYvzgZ3LmAiSNjMNpYeNcXZAVy0c0iH2tkYGEEwmjY/u2jJRYvXyH2PkViTE9GFTl+lk8WyVqV72kjnM0OPGHJK9639EuiidJ35Wgz3iCycTkLNf6nO34V7RGDUBt869ancXN9CSd/9zHYK3vpXIeKPi44S8XYUJHFYR4LjdUu7P1rhdklo27QvEQ0ApHZWD8ue19sX/6tOviS50e71K0thCozZCfCzFpgbbLgkdMHjTFlWH8MggHQofNIr6rTLpFLASS4zAgEgrwvIxta3axIYh3glYdNj8O25PUu5mPFQaMPomEtgMM0UShIqBmA4SwAEoXwqu/qtgx7nbxxw0NkKMhhsGVi6kb67ooxRfVONlyL2nlUwm4F4GEuQijPGzsIG+MxNTMeU1ZUTeSEcF9xeDoyZGNhgKP9ArIS3G1WaKaTxZEo5VCa7XEgrr54iPZ+Dy/5b4DfPaiVFcFHFNz/xs/X7xCgaRIlOEGnjAGYsY6qvFs80rf5MxxSwTuoDd5JbXocs/vj1z6XtuL9riQrGGuklS+VVasKNAJIXuluo0I9bQqDL2PYLcG5DliXhazgmkKAeidKSTuoOJm0fgpgfS0pVsmA00bOMHrLRBJL28g5YGKOBI1+pVAM6ZcY9o/07ahCd6htPPbedGRAHs7tqHVZ1o98V9dQGlNokxNqSd8OysU6qA0hoWK4VdYDx7Yg8Eh4ing4dmyUN1m87zLCgMOuI+qbWkPIfeyiw5adoV8jZrGp7YjBaU46TPFsJffTGRfG+7BqPcm9/pu1JWfL9dgGwJQvebue+rKsvWAiGn/0qZeRx6Rijm6nPbw95yuUHi3NFlM0rXSFXDgJIGH+cHcKP/CJH6RreYazJ7C8VRcrZPwtebmDN9j1DTogez6V8po9SjlpjR4y+AEJJmMIYjIx7B1yJntdDIpVIILfRxTzARsTdMpi3AumCzUF2ATpMkLrKh4LmQtLGN3EyDE8UCI9Q7xNkteS7BXuQ3pXfA85UM1gXkRI70VStA17PDO/vABiTf4eHzKdpzyNXd+gth7rjLO+0B/BD33irwIxZijCoKV3BZPxseLtbA3aeYUnd48iNBF+CoD54yeOMb3LBHxU1WKjxVNfX2Hv1Wfz+hSvpkFicElwJQPFkpUPJv0ozVCUDUV1GA3nWf5f93FBeVsyFpnvJc9P8IxIY5Fcooklxq8SBjIo6LfM0F8loJMCUnrYpeJ9UpYFl8746Vmo4YNNFKmximgqepcX+iP4K5/8a+RYUEqg7u/onKj9rCFtRWQlUMVrwT7rmhXS8pwM5lr9W0OYiqbeX85dyAXghI2pgP+Y7IQZjaSofdnHDBfVFNR63UlxVA+Dp76uws4rjmWDL2gHjCEYqzWUEyViQA1JGLMcInnTE5yI+5/w7Vn+L3qF+ZdSUC+93uPSm84WzG8CdQohU43XLIsrO2CdGlmrsv6h5kI7pGaxonU5YAiTiIUw+1UMgP/Lf/zXUO36HFlT70yK+g3PvIJgAjmqHvldaQrhEAk6RfU9uEZCr6BfysHj2Dm0bjvAmQw1ZjgsRTR6RiFYxEGOxuia0vOGfHaMRSX1D+WF0To8O7mKJ95xFrYLqPYi6qsGl/bWcMLtAE2t1kp+YGOYtayymaLXaXbCngxMa8vcNpl7LQPEGJCoAyMd5t5hLzS47Ndx5VU9tl/d4oiZ46Tdg5k0QF1RRGO4FxfmqTQOjSIs8KVCkKGExdcHN079Lf9sxxxkrCsFWfQqIvZlkaPxYrvm9oIxNG58v0FoHHxN+QGoAurK54Jr1iI6VUsjbX7aQMbE5MlIoX8uOKVp4QDg/tmN2PzZo6R8aiNhsOc8JzYiUn6FZdx+aB22uwlmkQ8gCY6o74tC30XO0dCc8YWhQQJsYqko0tR4GocIbWC5QFK1AKKjEPDEdlTHghVVraRqgd5Gh+gD0HsYyT/pWJAYUEKwowJywu++NFLC4wnRoAtVSmZNHjAnVJUBjfGsXCovIhuEnsPOl0NDrFuB5nat6bDpZpgODJ2k5HiDrnPY7RpcaadYr1ocq/dxtNrDU+0xbP3MkTSPyVAdedddrAi7zbhy2wO2NehmFc5f2UJYi+g3PczEY9p0CdZH7ydDUzR8inJi6d7f8LZP4sIb6mR4pj4wfKJ2AbUJ6Z6GD7wxI0CMo1yAjOYLcZzpRt9D4HV6HRXXAMlAUn9I72oBrRLKz6Wa8MR2mNie1nKVjSqdW1X2AwtN2KSKYl9p3SjlNUFULEF2IgrFyXuL1jtcDWsUnXKW6sTUEU3VY822eKo9iupnThDEbUTBOyhamI14VsR9LN8L11RJcmHgCc8F2cbvn5LNeayJA1+UFjWP1sZUG6AWur4lciQll0ebrTu1N0VxFRKJGE2aY1nnAg2TOhnf8LZP4tlXVzwHMRUuA6imxZywN6lujfRb5qFxfer71HSUkJ2cTIagOqpeQFK8B95sWV49y/Lv/tqP4tzXAQghQUFEhqSUF6EaNyT7olKgRTbmubM5MTgZVUgQpTZQTkqCiwnNtnKYWRtS4TsPi8nPnEB9ZZYT98XxY0acakAZvYvKGI0WfbCZUpvzlaI3/A5qzKLk0AhkNL97w/2yJmLL9IiVhZ8YhAkQ6oiaa39smJadXbnOkHg/kjNQRwq0MSNGBDjiyEgBUmp1snWez1mo8bLJedz5fQ/A9AHNdsD0osHO9hRnqyuI06Z0wnEjiBcQawffkEPTVBG1DQkeRo6+RQKOYr4BPkyz3KXcH4LwbvdTXPSb+Mavug/f/VUfxwnX4aaqR1ybIDYVguSApfeK0feanpcMeRTJ4EVhXulrpHumXA7JeVEGfYZqWtQY5JqqYzkZNFHVw3nR0HhetheMoXH0o08h1MyyxJ4GKThVSxEdPmSyRyuHdYcte3kNYzvzhjrfHsGRX/0kX5gFyphgSUWsxOPvAfQGM08sR0MjRWA8gOBSLWGRgWxkDJo1ERMngi6kiEbRLwOUCV5ALLCmSPOV61iMS8oU0QgBOWk2J6vLvJDCEtA4z/UxlHU0aHnMyhMkje8jPOXLWGJCpGJSu7FJTDXRUjG1qelIATPIRoocrsL44R1mvkbjyEBdty2u9lN612TRKW+unktWtFhB1O/a9gBai/lug1gFoAlwVUCdEu9XS95cg8Dg79/0Xuzd7KHP3HwwZ0WCYAoolKbxtWlkAIrmcYChN6vvka/TRsWqAY08n5X69G+VS1RJRGNg0EsV+dFq74dsJh2YpcGhE5olmhC9YUaYBl3gfeMAVLS+J7bH5X4dx3/1M/TdpFTiQPggeN7l+ZILYGL2BCKaQmFP+Gc15rFE3zQ0pfADpATYEQNx6IFNcyxOB6BQohYLnOVxagiCOBHo3xCvRQFtAZBYlv7+Te/F/s2qUGlyAJtUVwaGDJYid4FbxZE9qdguTEAFLSwvKcc1BZbJlexgsfgfTr0fJ192MUVyU0RDyW2p35GLZqro8pIWF+YjExBI3ZCcT6PegSViCQuKavhocPRXPw27VxZXjGoNHia3ScYbgYVoS2SnDhm8yBFtro8kjYxVmoOpYQPPGSL4UPkblAMERGeTjF0W/Vnsb/knqncdlPEGiNMwqvk8W13B/+f2X4LtA+q9gHonIuxVOGbblOs5NKyJ/AKIFUXHqOhgrm6uqdBTF2X+o1mMmCkjSAyOPlCB190wwfef/jB+8MQfYN0YHLUSzSgjc9HEcdkiuR96fw2MB6kbs5DvODbv2hEkcx0t1Q0a/D2q6CMLnfQuvixyNOJ1+HOdtxeMoYHeDxSRDBMCIKc9/3vJPQ4BYhUMZpzP6fcS3C8ApRBkpUXyGDrv0vfSPUae5/OJXnZ1icGxOCbwcxY/GyZwidF1f3eEFOQDDkd75jTgLAp2m2tscqgCrEREmxmC5COl+MjvBbYjpUCFaOHXgG7TwjdU7MiZgIf7TZj5MEacf4lSnypay7tuWxSsG2NKe5FPo8cGSEKpGLgJlpLWJpZiuBOTULSclD562eI907SYpeudoF76hBhfV2P3OIiqdWXTh1XyesXi7xnbHbLHTRkZC2t9haQbwyUPv17QUXN/EowFSId0Fx2ciei2amLKGVTRja3kaMiDlveLLhz952h/ZS2MjuNg0XVw07rGKsPoWpuafz3HhYc0FjYKrXVlJGk5sdCWyO2FNfpF5hr5aDE1pCBLZ/UYMokXRdqe7Lfw9N7Wgfdtj1YwG+sFXE7aaOL8yH7U7yvO5kCIK51Fq5p2bsjeSQo7X1NAlYZLZfD/KW9BImesJDsbk5FHcv5PYhGPDUj9M+YxrVuXoa49YFqLh7tjSKxRY93hOZWoi87/2w0TfLq9qdQ15GtaL5hE2JMnFvso0CaWM7XpMTEeXYz4bJvncNifw7Qxp8pBLRHaLMmbPFQ/mgCT6kvhy0JpfrFde3vhGBqTBn7iEGrymBjlaZwaT54ABXuJhmhPi7A5kDfyCmuSoDs2s+GMKZ6R6BC76IC+h031JgC7b/H0ziZqExBqwnoKt7s8XkLXKRdizMJVB5skNApGlCg2TVbIlUcrRIOWIy3JM+Yiz1eHd338L2PziVDSuapxibB65C/cBH90LVUH1/himUpnxxOxtadFogpUFdWhjVblIBhExzh4FZ5Oh61SjnvvsNtP8KzfxM6rWpz/Ggvzkl2cWb+KY24P/7f734mtz7nEaZ+8Scz44dkTUzFV6TRBdxxSlXUzGATkfXGlXKae1RS3pjWANwRxqgKq2ie2Fbdk7cmcAAxlUvAfM/TgGlqOgocm6JRJntSxtZk85yHCBKEepB/PGFsxgMZoMhfawGgdVe4DEkxDcp9moWZvXihyGxpLtJdrrkOc1ClyI/3Q+zZH7lYZVdIxNX+i4KY+W7QcqUu5RwGwvUHsDXbaCZ7ptnBqbQfnv6ZBtxlRTXps1BT9amwP1HWWNQPnw2IuWJ7mlOgMiy7aBCfTFJUhEGRlFmqqFO99IZ/Ijs03XSDHGMxJEOinXZw3evX65nbR85nuw0nyyEpp9tIaFREwHKE1WaFWzDuSozFjSA4Y+5/YajqqaRQi5UFQ3kWGqRCVsBTMo2hMDYZsVrkWS5LZBpRDMdLGPMH0bnh/KJlngoFRYR4p1ve/PvGtePKeG4vcg3R/nts2Ojz19QZXvuoMtNc3E2uUcBdIzQPZjxYpD47kSaSaJ6p2B10bV9SkUGMF1FgrHmtJvRu9TcpwWqupdkMWizHNR0QHIDQWvjHwDRCbgGnVY921VPHaxUQhXsgaWWOajnnQ54KeOhp0qeo2ksOAoFMWLcPutsMatoOH3e9Q7/VodgLWnnT4sc9+L/x6TdGK/PAEF/a1QZg6+AYINWBVjsa9u3fg//7B70HKyRloX7L+j7z0Ms59+63koEu1LkyCy818jb0wYXp7iyd9g798zw/RPWqGkRZ1NLKjo0BARNmDeZ5SP6JdSryiZUoruVUCfVL7Qc6uomaIWkMhWtx+6zN44h03cQ4PvjwiGi+2a24vGEMjTifo1yz8BIhVhOMETeK29pSfIWFHh5T8LF78IvIBFEq9xjYDHHJ0tji8hgd1YBz1LNSIXQfTBa4zAVS7BlevrsEhIjSG8J6uvId4T1umt0UIOaFKeVr1ue8M+dUTdGrASS6XdrFCh5xkLhCQNa45cuQXtnDkC/tMB8lfUs8RT8ef/Qt/iPmJCdPbxhKjy4ebNUT9Z01YTEBVglCo/eahwl6saN4NUsLtxA2Uf/Y6kbAmId17i92+wYV+C9/xuk/i7m/8NN7+svvxio2ncdpdxe5vncEN9+6l70pIHYw79pzMObEe67bFhp1j3bUwTQNUNifNKeMrJe5LPk7vSTmSIoYt4GYW6C3Vuqg9JnWPSUVrU7x5BYOOWnspdyA6Ig9IRqZSKDl5V9cOIM+hWTCO5OsJfuIjHQJSp6U3Kek4GlANi6okDSg54QeuaPVPzWuvx2UiEvxiFtnQYBw4QAfnetViy+5j3bYZl8y5RNZKDRKtCOdBjilNQf6eOodk8Ogk0Y7foU7qtx2A3mK3rfH0fAu3rF/GmW96At3RgLVphyP1DEerPWy6OUxTMyYfwMAwKte+8oirw1uMbUNloRMcxXgq9NkGh1lsaN4kAVccDiPQKVkjUEqftA5x/IRQ0bGcu5AdFtrAlebVu9ZwJ5FV8nkXHSmvkiAqEA+foS2kZBmYXtGmesD0Fm1fkZKDQOtbGQ+yNwVmKTU0ahNyETX1ToxKeh+tLSFrlfcg5SQ49N4SrXeIMD2PwefzQeC6n7j3Zbj912eIzmEo+gCkxP6/+C0fxIWvHhgvXhlnYgADtM4TbAacW0c1horihNrYVQ6ClQX7RBbzfpiFGr23VDckvQOTGJpmPB/kVAnFe9db05lABlpj0U8N/FqEmXqs1y023QxbtkOsYpFDqc+Pos/KsZQiLNrYEBrcgZFBhA6EJNjxE2yHKS6GCmZ7D+5qi8mlHkcfDAj/9RT69SqfyQCQ9mWFUAP9mqNckwqoaqpdtO7m+OjFW/HS/wCuTYHxdx4tvv9lH0H8jovs0ECmh/dUY2vma2z7KXbDBF20eLg7hRv+3Rp1hZPpc8G+bFjL/WVvafinCSZF7aWNMsANZGcHxzKaDH4hx4ggPcjHmGpdaSeE6C9//pZ7cfK7HgflNH155GiIkXo9/Vzv7YVjaEjF0VQVPFfrdYiZQ52FLil3zw0CIrjbqPGNQ0MDksyd62AYL8qnQdiv2CjA0gRjQDDjAlDWA6YfI+FbPigdezILKsFBSyFxlU9hbEzVTY/fcwHVhaujLEsZXhTwj878EfzUMk66VPD4tov1FAbTnfKzk1I9CMfz+5L8kQYcBRh6CKNJHqvtMMXbj30S33/6w/iarS/ghvoqpqbHifs6NI88U+DW5YCNIVMbC7uVMMcYo6JDI3OaPbrsDed7WqU00Luiea4cKQZD9pdYjIe+E5GNmY4V0oUcF6VEFHCsJVDBDI2w6UDSntQU0QCKXB99n1VVvw9skd5vgGGlGpDcFnmGJP7XlpJIx6BTae70WL/I5iX3SOGnRRFu+wrb3QTH6z18542fRJwErDUd1rhIokTahutkmYJnBgpZYnDi9Z+Tg2NSANMekdyvtE/K4qNZwTx4XhaiFDzHh2nLDKgxuIrIxPSRPkiVsqg95SaINx2AJ+Ytyi+RdW7y2uC+SxG+xFKHSPh/8TIrL/8Y3LAcD+9BSG4M5zCJAagMRW3MOROw/oRF/YkvJAfFaKXoaPE3T3wQ7Y1ERW2YobDIlYgZVy+yPaoxkzNHFUWVmid6XrD8nWqCERMNQgQ6IVEIlmr3iNLOhoQPlCieZLXs3yWKkYdJeQ3BAY4RB7RvQJqKG5xbg3WoK9mbkXWWPPXyuVpbEl3zyoiaRYfYtrDzDtW+x9ozHU58Zo7QDCKSvDZ9JOMjNJnZMlcF93hmZwP1+z9RyIA89/nf37xxH/7cSz5eQKqT00M53LpYwcPgsl/Hxvvvo67oau+HMCCHRQuBHCGXtgxNpZ1oRc4aBhHrwTqjz+n+b1p7EH/z1g/ktfFiRON52V4wdTRKr6tORGP0vOAmRxQAK0l7h2xLubKXnemRktNEkZOE8E+0Z+njlHi2RErrJDutzA+eZyVTYKhYqv8PSpkxIUNPjIup4BPde7WxonMSjFKKlk1DxulKpwYsFiLMYZPyaSKSF71iD+UD7Rl85OLtgwGmW5JnOlTs2SIq3AaUmJlgIjofYkTRcxzlSh5zdf0yoaxuksc2NL7YKNRe1FQZfEUb4vIPahoTvUrRDOkA4R8JscsFBllpGYlsLW2DJexZOTGDdy4K1P4pA3/D8aR4W0fkBg+3p/DhS3dAsN1ZeY48zlh6Ug47TbJOF/qp17QywLj/gQt37vmGjIqaISupWB8lHaPo6zX0CygUAB31MFDrO1YM0ysHIAnyYzJg2MZk2Njadsje/uLzQ8jLoeOhfFgsZAYg+qo2tgwtnmTw5Q44SWRdmGu6oSjdF/0mfn/nlWX/r/GdLOu/dHpsKixC+Xd+3ugcy3k0SKQf5mcsJOzyeAt5wvOicwfjNY43KoU0AkkhHiqs9BE7K0Jeq1meZ+XfRyo+R/TzAZbpeGvj8bt7L0G1PTCOnoOcWdZSEr0YsyCYa4gW3Z03odpp8xiB0T4IFDpUJkcUuCiwoCLEKFqVWO1hikisNgRy9EygsouTIEbmmHOziMppWavasny1YRFEuU4IaRLT1+D9/+LujVSzaQVsNTF7xi9+273Yrs/2golo+GkN35DHJFYRVeUxrTqGwBiEiiAgKcznMs7bMb+GcW70INBY02SUDA45LcxDzAldHgbRB4ZOMXxqDlRXHf7x/d8O46kIlERjrBlnkRgeyrqlxFkT0YhyqSE+csgBymPogK4nb34V0Ux6HG/2cczuITY142WBAn6FPD4ARCMYspK6UrEASqhLmlzpmEHviXFjO6zBzQETqJK2mXhs1HOs2xb/5tFvwCO/+ZKcH5M6JfjWCjt+gmf7TcxCg9r0OOF2sGV6hNqoSNSwH5ltyYJofqemw8R2QFVx3guSV1SvE8mn8dHSu+6Fzg8Fjhugg4kKAmZGNJrfcRGcFa+Rrcx9EYWjuKfBwhrVLUWOfAR6T5G2HnCtQdtWsIgEZ5jURajecCVcYQC75kiC9i4K/OJrdvDUNx2Fm/WwPbC5McOZ5ip+4amvxqfedydC4xL3fopWpogTCm/x0Nu7MGXDJF6e455pZUMkDy6CQHYiV382aOc1Lu6v45G9E3ho7xTWtuY4MpnhWLWHI26GdTeHqarkdRQ4j2DjC+N1MCdlRM8WcLIM/XBoA/Hsz2IN4baPFgTLY0rgqRhmGjqjIG9FvQ01b+leBplWdPCek5Jz0DsewOl0/Z2Uo6GiRhJVlByNLlraO10P28aUQ+SD5TwkMuqCpq1lh41jSGxtenzg6ivw07/61py3pqLHmt2M2OxisZ7NQPGSyuZSa8Vo5Us1UfoFvlhEFpW2leUo30OgNMpxouFYEDge78XowOyKee9PTUfQqaFXnf+5kJM4jI6ystsHnpVggeDLXJlIMFU53zRMSSurMVh03iU4bLtp0W0Bfj1gOu2wWc+x5fbx9//wu3H8M+D6FAO4r8lr0C3b1CnKN8hlU5XlReZ0fMbMYoUWDp//Kw36oxPYlvIoY2XgG6qToeV86x0u+g3068B8i8hG4iQQtbWjc6JyAaaqEuRYjLyhTjGs9aHhXTFSHlYfLOelsNxPcDhkWCZTNOuE9LE8ML2eaN2paMYIA6Q4mwi6LTkanuDAHJ23JqILFf7nX/vzaK76ol85z9Tk54mu8OUQ0dDOt+vl5zpvLxhDo1/nBK0mAnXApPJYc5RzMDHqkNE5GiZy3QEPZ0PyXK/yRko+h3EORYREXUcKvc04+K6D6UiZc21ENQPqbYPte08RVIUrgEYX0+G30JJ3lT9b6BcrXjBJyRwqXQmaEEjImrajJLkaWJu0ONHsYsvOmN6P80/0QaWV68g0ghGpaNaygxcYMIDJJIknhw8Bofa7GqZwLeGfQwVUkx7rVYd1O8ej953B7b/0TGkssKEiFbiv9mu44texGxo0xuOY28Mxy4dH5RYZnpQHDqBk8MzBz5hnp4okjc0HBPIlMDmk6FWZU0MGYWUp8b6RiIYb8JEDyfhZRSFKxgYp38ZEhpeFHGLPt0pN8+RTIrhPZAWmA3queh+rCDQ1Qm1U8mE2anMf6ObD1yvPoc9iPvT4pwsW81jh//L692HnTfuw8x7GA8fW93FLcxGff/Asbv+1XcYlizEuRSA9Y/BFg8JoPtHovOn1KXaywARgyLvpJW+FIHC2M/Ctw9XZBOd2j+DR3eM4vrmHE5M9HK93cczuYcvOgFrx3A+ilKu47jN0iJSLVN/Ex5TrELzB3BPF7m6YEGQRyAagCZiaDlOzSOU6XELkYBn8cSDHknFkAoj8InucBXq00BhmI2MyIANCimkm6JGqDSReUsmTEkcIGVseNuVpZHjjxHbJ2ZAUbyPzEDnK5PHRi7fi5f/+2aTwa4UIBplhTqKLGBhJUOtDQ6diLNayGegDTgbP58Qyj29mXUPObRB5JDSysAuQqGiB4GIyrGqWJ7Xp2TGC7BQRpVQ1Z2KWg2oMiGAnmUUbK4RgVGFWkWcMQYqOC9ICEqFKeYTJYLHY9w22wxTdhkG/EYE1j/Wmw5FqjiN2hrO/UePExy4Vxnk2BDnCbCLGisPJ+xlGf3LisnL0BIPeO7TeYc9P0EWH9/yZf4v2SA3TecATmyFFXpANngjMuwrPdFvwa0B7xKBfIz1jWvdcq6tF7YRGeZgfSXNf0GjDINXRkLNB5ZHMQ035mUCGClubjI2co5Ffo1VrmB+oJol+UqRCz5dGI8gaCBZ9dCk/0LAzSt6/jOEVP30F9dVMpRyBkkaf9SCC1iHTmL/YnlftBWNoxIH3Vhf6CTEiMUGYwTUCNzgACpAKbmllYSD4lt7BuRReJmFNCkxzhb409OBca1tQ4ldQ+Yo3I0R1aBmgcuIND8lzNobzXaDXDKJELu+3zoMZo9lNnylFCxHJeyfJv7XpUe1YxEeeGF/ZopiDlJoAC4uABp7wvWpeDoJAaW59M6YorFJm1YGbQs3J0EChqFsTD+yLPhQKZX5EMdS/6ZpBv4cHjawTgfWxZzkVCBPmKjkw1RpdxsdvDsSX5X50weF108dw7Ohu+mjietqTuw7V488WkEgZy9L9eohHL3RFzYmPrFBro0QrflxvZd5XmFZ9Sr4nsoMUvsh9kf4iv5tlfZczeEgBqxXaFBmImlEussIR+ftRHjoKK5JWKG7aGHkOMmihDW6h1zBtkfICeaSmTTURqnhiVl4Hg1gYYy7mGLDbNgifezjJ/+faNOQUYIXpAKVJnqcjQOlvC84DkxR1+v8DOrTkneoibEPiioVrqCOL/V6QEZLLJRcg5SwU95F1qu+FnN9CsCPAVgQ5rFimb5xrYS9vF4bsc9nHEnHSfdIsWOKpDxy99NHiW9f2EGqTDJMCaqb6EaLBPFQILqbiocblROzG8Mqw16hyaXgmnxN6DEkWjMGxtHwZ7tkl5/GqZaVvoSNEGWKLhbwyfP5R2C6MOjMKViudj/Jie961F4yhERJsCqki9cT1mMUGf/Ph74LpQ2aIApShocPmtlQSlrRlORr6KxJq37IzXP2O1yE6w6wLzDDBlW7FUyveKTMiOGIRRpM/jvUrLigPumklfBZrPPNNN+PZ1zr0Z1qcWNvDiWoXG6bnwkm28C7plvi1RXIPvHvDA0cbJyZ5A7OAlbCx9xYzX+GyX8f27cCzr55ifjxg0vTYcC2mtqM5kmhSumf2KPYc1eiiS5h7awJ+5NHvRHNVir+NvDy5F0MpXEokLWEjC4aX9lIx44cwc0iEZxRegbh0HemWw92rOp2nIyn/BguG8LDPHRzOfeMJdDcdV0xZQNip8WuPvRaTCw5xWiU4A9mmZdJx0UnkgyTX/zA0ygEWGREZVhEmuPnIVZx/81FsvzTgFUeexs89+SasP2kHEQJWqFM0sidChSVTM1qDYMyAUJClAItn3/4y+OMbmeJWolI9scJ0ntZVbX0qlPn7O6/E/3b/N2e6VQWdGPZiaDiKkiFzRhW2kaAfRCxgEHsycvZ9DWsinn7LWfQTmhtbBUwdsbL98CPfjmYnjOZYiVxZVaE8XxsOfe1wXHm+URi3PjJ0KijHi8BG2FPecR4K5bL5BEO0HG3zsFi3bV4bWk4ZBXEVuT5SqG/Y1WExUQ2bQtqDpHQtRDSgfgMJikU3WjQyhvMV0jxlZU7uLQxbOvldJwQbPscybLJfHC+3hX074vHW0CkPi5uPX8GVt70is0oJjC8wnawYhGHgXGHvfNtXuNpN8XB7GvPjgF+PcLXHWk2w5qnpaCwCgTNa2V+y7obnYDTFUHy6Rhk/HDUPwaKPltYYHLroOWoYch6CfleRvjdvKzy4cwqwIHremqjKpVhfbTwqy2yUQ9jyiALuOWo5jIohmmScDfdTkZ+hzuVVzskU1UFpQHqVe5Fgb2o+xeknzJloO4osdoDpqW+nqm2CmwtRijiDBi1BDVfAv6+nlvSS6+jnem8vGEOjnxJHd6gjbE0c3Wu2xRW/hkf+zZ2wbU8J45KjwVhzYbexBDxM2FbtLU7YZo6Q0P+UXsssmDLDShcdztZXUP/QOUTnOE+DKE+rGX0vMB93ZOiUtWEpt7u0sYW3lNoSyII/GAobhwZXwxT2Lz+Nl7/tQXztKx7Cy7eewS3NszhhLUGnRiqQ6kbMVYpGT5RqdUjqbzgEZtBCEurJ4+SJytL3FjvdBE91x3D8rgvY+eY9TG7bwanNXZxsdnDEzqjeiIYjqIMk+gy/kloDANAg4HP/7pWYPr5N1IMjkRo9j3QgBzQKCy7eNu250UZAiExv633BlJNZp5RyaURR9qh1MvhIkrqGTrUS6ZFT1ZSHjWZZy95pZI+qOnsF9nD6zz+GS69cg217uDai3o1onnHY+4NTOPZARL/ZoGcqRypQR90dwoAKQ1MxJHlY6rfGS3t65/OOYG5P91t4y8kHcOadj+Dur7kP3338o3jog7fh9EfniGsThIlN+Vfg2jeVsFJJhw6RSGpYmdMeTsN1HiRK4GGw+QNPYO/m9YRLtz0xxZnOou8cOu8QosHU9diqZjjm9vDLT3wFNv7T0QyzG8GZFwr7MMFW4bM7OFgfaS0lWlEAncXevMHlbh0OAae+/1F0m0yzWXnCvNsZ7vv3r8LaudloJAhAMqTzxCwq4BqOkZbkkvwXzeE/lnuBQMpGSqgNhnD/PpTwwj5j+q+GKWxnEGdz2LmHa4kWvGuJ3vaY20OcNokBKHD+DuUQEc1zw5BYo3IWEnTKxKSkr5KbEkVJ1Lww3P+QPtfraYGNZ+zfyPsj1TQKhvcI0h6JPpsFtKcVnS+fY7ARNUOnpqYlljwrxi7LLLv4fOpEwJCkwXgaXx+JzvdbTj+A7b9ylaC/7CCzHRncvVKYhalNDCWqPWMx6ypcnK/jYzu3Y//WHvFEi831OY42+zhe72LLtgi15X2jz5yY9w47ZYo6GjKtyjjStU50tfIkg9mZ1fEZuBsm2IkdbBcpX1GqzOu5ioDpDOa7De4/dwOiA7qtCL9G9ZDWqo5qgdgMnRKmvrGif2KcJeiUV+cEn2Gdd8nYTtA6Y3OOThGpZN1EyxchnymMsbw+JRetiw4IPkP21H7tvcU8OJojP0Hc3UM183CzCDsjQ+SlzdPAZILAjJ9BnEGq0VgtMpXvyDp8sX3ZtxeMoRFqppyrqIARYVZ77PkJTv3HT8B0fnDQELZVsN4r8dMoD9xUBXjEYxzTwURKyzG7h1989c8ClYVlr7HriOY2GqQoTODEvuSZLrCWIR3e432LpRdNvKkKY2rYSxE5BDwLNf63V/3v+Pu3/Rf8mROfwe1rz+AGt41NOyGDrLJFUaCxliIaOhF80MdlXuV0QCchm3MsLnXr+K5bPonvfMUn8ZKTF3G02cdRt491OwdsJO/XIEfDRCBysl+flAKJaESc+aUvwD57GRh4gwDVdz2fRvHrK9jd8rmQRNeYixux0NYhY810RlC8mBXlYo6gDlBbYrnlEmVMAII3D9lrORbRiDks3kaHf33nz2HvjCFFoo1wc6C5anDqUz22HpujX3NkCFvkxEOZm7GohhxoISfQdnLQsBIia8YHOsyu+A189drDeM/L/iN++Ozv4Gsnuzjx6Yi1+85RDY3aFH1wienJw2EkJ2ns/WgDrYAr6L6SQvkfX/m/Y36UaJuTN70HwMqT54iGkE2s2znOnTuG47/22eyZteV6OYhCFUrxJG9+JG++KpRmelJC9n0NZwL+w53/CX5KCnZVBWxWpPDc+EsPorq0l5LkE+bd5JyE0W4M1osUgLyWVkCikkzQSqDLuH/+vDBImL6W6oQA6FrYjhNRWyB0NPcbds65ZAbBZW+qSWyDMRWwgzFE7TR0Co1F56TfgzFk6FSOyJTUoeUtltYzGd4fKuIrsEuJHPB1JW3xIKHdiOFNjIGNcoQVZwDUvZZCHpH2g9Rz+bqNz+HHX/efAK6zY9lJELl4ZCi84mWEClwXYqed4NG941g7tYf1zTnWm47r5MyoxpVFaWQMIJJ6vZbMXHn+cwTVooPJJCV6jXkD7w3a4BTFrRA++BRh0Ea3ifQ9zB3aS1NEC/hpBJqAmmtoTAxFNSmXwo1GvoEBJErDkaKas2CU0ZRpjWnAigmS50iguEtbYWyYRchbikTpnJZMA9xFMvzDfA7DZDa2p7GcrbZhKpcYP4s8ueHaYiPuADXrxfZl2r6khsZ73vMevP71r8eRI0dw5MgR3H333fj1X//19PlsNsO73vUunDx5Epubm3jnO9+J8+fPP6dnFUlkShkCgNi26ZqhAJCDNDGOKCGxSrG8lrZua4jXf+xg0mHilQwSI20YNl1I8BzoghKS7WKFKedkUKEncjX8wawm7+qKkD8wwF/yc645xDfwuIiR1nMkomKO8sb5BGOiuVq9rIfc8wCAtgMiewUH+SvynjM7ED3rXL+Fj+7cvviAFQeIMAGlS4swf77OXfNkDftgBv87uN8h1+26rHmBeiUPs1SN5m6ng20kH0j+OVgDidlqrEXDUDeXrqkNsGE6fHi+gWpGCyIqbv0iQgAyAunaw42VOrX8IzHmtmyTlQxl4A+nuMjbigax7caNuwPetXysr9o/VSMe3Rw1itrgUqKonwJhEtFUPdGFwiP2vbr5ykcfvg0JFFa1w7KkDI0SAFHt3W4rAjecSoXsbA/EmcPDuyfxqf1bOOkWpfHArYjaaNz8wDhf3T/5zUbGiMz7YhtBWLKhUSwV9W9K3kZ5Lun9oL8ozHqDthRio84kfYmMd8O0RIWuzi3tQBq7rQFSFN1HiqRbdhJQ5DUXy9WOlsIB9BxkZCFv9N7RwxWjBBZef65hc2rPpbnxZlQWOiP5fMkyXHAC0Z+HFubIxoegbwfvb4TYYzg7B+kLert5gWgOP+Aba8OtsgH29ltgIhXmdXODKztr+OjsNqCpS4imeW7v7bpq8Tr8uc7bl9TQuOWWW/BP/+k/xb333ot77rkHb33rW/Hd3/3d+PSnPw0A+NEf/VH88i//Mn7+538e73//+/Hkk0/i+77v+57Ts0JN0QFUxEozdextdHOYyaTwfkULoAqok9DrCa6UIDlZ+Y9mkaccQFJ2xwR6pkK0vKFjqvIrieBJgTFAdDFRFUol7aLysbXpTRZ7eOSwtMiHTJG4FYDgLeZ9lVhAzvlNXA5T1KbH6WobAPDX3/s34WZ9OVcsXLURlFpUXqaohXR5+i/Qs8ohoOA0sbeY9RUut2u41K+jDxbHJ3s4xWxYU9MzXIA9mFHNQUTy2IihASAdAgm3nIzNYRJpaaBaE/DT578Bv/FrbyS4lTPZowQxaPNwfMyC2wy990AhLDK9aMgwJ814NtKS0TS0Iy1NOhlJgVmCYuHlH7aMv63QCXyt6+HmAW4eUe1G+IlFt1mhW7cE76voWQJNKSJo6p0mD3bIe6ATekOBCfDchGCZjniKy2EdV4LDlu3wQ7/5N7D29BxxfYowVaxXleCiKRJpEfBDv/PXceRhX8L8AJ6TFRJaC/BI7D5igHfRs4cxJEpGgV5ET5E3AIk5rIanKtNVlVjtxDNLVdtXeJK1rh2F7cfh3Le3eOZrTnLuDHJEo62w3U7xVHsMH50fw/4dLSZn93DTkas421zFETuDqWsqYFpbgjMYAIqZTKCBNYQ5zygFPC4oCznfQPV7ZJ0W0Y/B1FOBN6LLjIFooKGhLYHkhUCnZrHGsTc8g8e+6wzsrEW9FzC5HLH5YIXP/NEd+Mnf/yb4jTolGGfq45CgU7XpGTplyShxeX9FHrLei6PvhX9nth673I4a27sMeYkjc5eIL+Q57IyyArXkdUlzG/kMo3EIVMy5XDAukXlUGuopRvp4pzUbXGnMVonedBZrosDuOb9QQSMX7ifRNw+KaHQOO7MJrsynaKoe65MWm80cW/UMG3aOdUNoBFQZ669RBymP0gTYJfJM3o+cu54jTuI8SedSIMpdyeOjiIaF6SNFD5mWXL/7BO31hiKaVaT8jJqobadMbSs6hOGIZrmnlqwXnv+iGGLMRtyCM28ID+X3qoviplzT4hnDebKcEG+ByHAxBd9C5HzJniDItzSX8LkfugGm82iuBmw8HlF/bBP/8Le+F+HoBvxE0QEz7K2yiyiRdCa+2J537UtasO87v/M7i///x//4H+M973kPPvShD+GWW27BT/7kT+Jnf/Zn8da3vhUA8FM/9VN49atfjQ996EN485vfPHrP+XyO+Xye/v/q1asA2NBoSPhWLmDqeqy7ORXSaRoER4cuMRlF5h8nb35jqK6BcOAPIxqSfCpFoDLd3Pi4U+iTlbmAAOM9EG3m5vekEWW8beSq0T5XeWWvjzFmeG5TM5FtAAXzAeQElUvyARINOs5h2PFTnOuP4ZjbxdR0OOl24GHwyn+9DdN59BsbiYv/MN6/YTG2YUuHUkRKbk/J0qxoRG+w39a43K5hwvj3E/UujlRyKPUELxOax2LSaT6Flk97Ci0iXS+G5AJTDZI0lnlvjMeHH3wJXvnvzycP4VhIXHv2EkY95voiJpoFaFZ+DhecGxgF+mCQKFT55VVGUshewhFiA1mbAi+bsZFn2g527lHNIkJl4JvyJ1YRsEg1LCobEqxsIarBiog8g6hKy/ctCs3M19j2U1z267jsJnhptYc7/+2cKtNvTOGnDr5GLpDFFYUFg/+yn/Vozl9Bf2xt4FXjLVp4ehfnN3nvotB1OnhkdjjD9LaicIBzOgCqXj41Paa2g3EBqCuihdaVwVUCfWYyiwhQBrp6N1KQ71983c/hRy/+VZz4ZFAEEpTHdLWd4Mn5UdxjXopXvuQprFctblm/jDP1FWzZFpg0ybGiHQWS/yUGQW1ckXME5PnLUxZzcTygfNdJYV4hIJTy1LFyEwE24kKe52AShr5laOf/eOdv4Mft22D+jw7VrsfUAZMrBscfIGWw36gKI4MU74jGeorSgmSp0L0WsBObjSmRm0vraPC7EfYk/sPC+0v30HM5nIt0P/qd74e8P6SWRsxzWxsgVJaNx2zMOk5IFsOKWAMHORqFjOCxjjiMUrRClPFQoYOjvvUErZQ9Qekdaj50zl2gtWo6i9A6zOY1QjTYmLRYrzscqWc4Wu2TTLdcI0flBArkKxXDk/e0LFqfFHOT8h9IznCuglKiJcLSRYLnzVk2oe+z4SuGF59LBK0yMB4ITURsAlwl1LaS1E4RRe/qIql9eF4QRbItxzD40fAmHaGJBtlYlne6jA5/0FLUVMGyhMp7IZclGvS9TTV7Xjl9Cv/Ld/8c/u3P/HdoLreo9hyOPkTf649MKU8qOVe4zpEd5KTxGnnR0Hh+tusmR8N7j5/7uZ/D7u4u7r77btx7773oug5ve9vb0jWvetWrcNttt+EP//APl97n3e9+N44ePZp+br31VgCl52Yh98LZ0mM82KDEThLSITPmfXourVAQA5LHd0EuDJTdL6a5JR4fkXyplgYrVV2sktd/O6wBX3iM4D+s/MpXAXUwj3my078XHz1W4TRdG8t/R5Cx0AWXwrYC7Ur5DMrQWOXhKpp4eZbND/L45BAOuzXCw4/zhyjXwmHf1Rf/SgFgOQRpYGgAh9/0fuBNFZYj6zl/iD2nmSa1jBIMD5IFAymq2hTpg3ytXKONcmcM6ofPw8w79kKXhj/ZT3nfNo9dgtndP+SID9dS0umAuUYf1gCUYaf2S4K3HN5AFyNZb6M3Ty8gbPVF/pN4ZXvO09jxE5ya7uJ4s49NN8fUdpgRHzTvEaR5W0UrDYwoxQsdNSv3zvjYlvwdgGkaLCTmcyRMaDVfUT+NO49dAHygOi9dRL3rMXm2w/TpeWa7GRjcwABGYlheDIyqw+xhuTxRH6N0LvyJtiFFbBw8S+0F6Zze9yl6O/auxrrMMrE0vFmuKrhYSuZVToKiXyPTmBxcHEn33tK5bEJRp2gvcHbwML+KOyV/yrS9I+PgLqyseq2vHSAOIkerxwxH8dmA956c02IASR5Tgk4toZUfja4OGc4AZTTZRZm/Ar4oTtCDrhuFZaVnl/0Q2Ty1Ld62/jgQI2wf4PZ71Jf20Tx+EbEe1gwRMbg43i8XRFUyNK+jn+u9fckNjU9+8pPY3NzEZDLB3/pbfwu/+Iu/iNe85jU4d+4cmqbBsWPHiuvPnDmDc+fOLb3fj/3Yj+HKlSvp57HHHgNAln6oIlBHrglBDDwbdg4Y2gzkOUEqcCWUgI1KGtSKjexH7flKPrmDchgYA0mVNamIFbHYhJL2VBo/z5rsVQeWU+kuaxZ2UfDHrNh5hqvMAoVFfbSo4fHx2W34v97zToZ/uAybSgwgMc2F9siMRTFEMRJFUlohOMXLFPNvSR7so02VmgEqzrVh55iayFCh/J6KSArGD5yUD6EThsWRmN4xz1/y+HGnpMrzivctieA0rpBycXQ0Seaf7n1AQqYajIYoDA+IPJaYFHDCpothMK7sCrsRJd1yFeqeWICkKBNB+hSjjwVB+xR0St2wUI5MIK9oromgEx+zMhWDTWw+qcowQEqyswBXCpaq4BTNytCYFFFhw7OM8oxIZ8FEF7TDJq2ZVFkYHJFSSf06iV03qVJtbFQRM92PRZ1Pv9/hu5YoUBsj4A15/SWi4YHYEZPP5XYdO35CRUmrOY5W+7jQb+EHP/6DNERdZXmQOFpEP+2gg+qfi15v+n+9fxbyA+Q2+k+B6EeJma3CS888gwvf86oyL4iTYWMk2M48UPXmma+BroPd7wniEjhvp7IIjaFoF0c1YJCKOTpElushjVGvD9nD430voxWaXa7I0wiLyyxEsxhFW+YMgUAYLUd05HwAQ/UMfDBciNGoiAY4Es7eY4FNsWTWibmJwQkj+qfAZuSSJKeEdYogbLthAnQ9bEv0prYzkAKrDpHXmMnGsNyLxxBB0QkDcPQlQw7/3Gf+KprLPReiGyisKBPhrT53lhyLSUEfobcluWQ46m2TV/+Jb5pg9pqbE1TSDKIgItNg6fwxVUyRpMZSRHPC9LbCahgH62yxn4bnXfUxlp8B2cAygz2qI5ELj1C5H0bdV3dGKHaj90jsVxyRsn0+I/ZCg22/Rknz+y3sfgfbkXEY16cItTACmmIP6pYS32W8L7bnXfuSGxqvfOUr8fGPfxwf/vCH8cM//MP4gR/4AXzmM595zvebTCYpuVx+AIZO1YBtPNbrLlUF37Izwk06m9lrHGBcJGo65vJubE+MMUOcqM1KnDAFSeI0gHzgFoICibUjwKJDBHrPONAI0+eDFfw1jX8X4Sq44cgYytSU4NDYb4cIq0PZULIlkpDtvcXM19jtJ9gLE3gYTG2HD156GW77/zpK7pq48kBjZcUOqOtSlxTNrShvKQwvuFmBMgXDIdQS/256wPREHzrvK7RM8ecQsG5bqrxsLGAj43ntIsOFUswF3+rE02MNYZedSRXPRUmX38I0JcYnwStMUtiHDC7aS5WKqKV5KJljrqklI8UkYy0p4iPGKViBFMO5hGOV9yU4BpJCO4+ODpaug5l7uBlRMAOkwPlG2Nz4gLWZ098awfeWDDymJ890F1wyIlLFaFZAhEZTWJRmsaYqwwC937pCaBwpk5IjUhG7kjDKTQ1Xh05MT+yNTQo+OwjU5hkWRKN3VLKszBIEJDDTjjY2iHFHxl8bj6nxsDYQrajNuU0SSbA2jHr4dKREvPl9IGV8HgEEQ86JLsK2RLGLzmC23+DC3gYuthvYqOY4We/iVLWNJ+bHcfo96zQfwhqnaFCp3oKwdUUEhFG4HgbGwwIEYominqvAl2MDKB9HPKR/4aZ7cOYHHiYZIPknDE2LwWCvbwhOF9ax000Q9/bhtmdwLXnVozXwE0uU5ky9HBwo7855NIwPn5oOjfMEPU3vJBvfiYVLOXaG70Y82Yk1C450pgSRHHwHSPOb50s9U+bFDPa1GPtSBV2gcsHCImJiLHzD422Q9qSzBCWcWqqhMjWgPaHglWJsaCx/OdaYlelA9kfnHfZDg70wwW5oEOdzuFmPakbsX7Eng7A2lM9HY8v3SVBDT5BYge01tsdGRefyhp3DvecUJud2ec0qCI4BjJI1S5vINIHMshyGj4lSOxuybCBx/gEZszX+4ve8H+ffOKEz2uccE8nLSmtTnB1VQFP3mLge67ZlJxiNDbaEgGkHHZDzcpLzxSuoVpLPI/kvyUmmHaExyf5lBnNhbIS8DyWCzN7H/M5YfkfQGtjuprjQH8FeNDDbu7Db+zCzHtFa+K0JQm3QTw38hBy90UXUzpewOiC/ixftjOdl+5IbGk3T4OUvfznuuusuvPvd78Yb3vAG/Mt/+S9x9uxZtG2Ly5cvF9efP38eZ8+evebniIDKzBYUmp3aVk6UzEzFxoMkLJEBEZNiNsRXaq/K8AAplF1WsnVCMkU12LuSigIpAYDidisTWFdF7FMEZMjIZMqD30c6vDoVmnUIeHpvC+53P0b5Dwy7GNYTAUY8gMKmpZEKAw8NMEx8DPlwkx8+5MSzrKu8NqbH1PRUM8GieE/XpMgno2HgClJjKhmVYgHTAtQ7UHNSsk7Ju85zkOdj/AUmz1QBQctGxcKho6tTDZVqE+B0/6xZeKw2xjwMzT3X/5CIG4CcPyTKijaEizCSGBvlu0/QqWhTn8euEU73RJzAUYqktKdifawsq3ohRZJ/mo9DLopkDCNj8KPl/AkAPmQFbLCmh4q4YQUPBZRHlIxD9EP6EHM9D1IOyloTxhsEbzBra8x8hdp4rLs5Nuwcu36C5nc+TrcUh4lZ3MMSmU3zddgWlWw8oOmIUXrPHN36yumj+B9v/a9FbRVRhChPxaZE5C44xL6HmXdpXcKAIhopPwPkgLCAE1w/Rw0rdgrFsaT30TGWskwNXeWZjRhnwDVDqnKVd9ZKg4p2s2Isj6jBOTeqQCEMUbRbMJUvAkFnNQ2qklejSntiZoqitxaFE9tYYRYboO8TMYHlSEWuHG4WFzm/T8N0reT3yHtX4LCb77sPdmcvO47UuQusPg/HoukAuIhg/mNSoGMeW9rr0eLvnPgIZjeEYi4WZbdyYOhcShM5NwaZSjk9eLHPAiUN8r71GHiviCwqmkAh5XI19YduCZal8o2CjHs4ZuojFVRt0EWL2HVA21G+KYAwcQUZg8hga8PimTVw8FzXLcTr7+c6b19yQ2PYQgiYz+e46667UNc1fvu3fzt9dv/99+PRRx/F3Xfffc33lVCyYRyoKCIOkYoBKe7xaAHrQhJ6v7H9OvzWF16BlEE6EHbSSiNDTa02TFQTL34A0kYbrY65oMxfe8aUhPR9XPFdNoJ6YZ1QXn9jIo3JuSKRUB/Mz4W2LsRSUSYhlhXxrMSRtykZaoPJtCbiJy69DpMn69JgKDyFZuGwF1CThJ6HhoL+/yFEbjB1o0bG0rYkRDymjAzhUgsPhhhqZql+pKvcuzTWkY6qOUoJgfJOEhNQ7kcyMtT8jEFqdETP8DiTQZNgZYvXDL13oiglsgXD41BRNYH+pLyqMcVqbI5i/l1ENvifCTqVlIsMoUmKMzfNaibzL3N+qLUSFw2znCBMzDkmGo7+Kdph9voXzGqsaFbGQ/IRymJ9Mb0/W6zxLMMOpSObwb+XeFJX0dsW2POhsyHmNSH5YzeuX8H+N78WyfurIrVUwA7JiSQR4doKHba8cLU21Ls5SIkdc5gk6JTQWOsjoXBYyLoYn9gEx+I9SEqwKuDGHnVhOPtHF95I11dsbLjIhn9m+HmsO4m/9+Tb0xmmnWW6raz0rpRMeQ9T02L7W14FWMPRNcC0Fo3tURs/nvQ+8ojM6BcT454UuNOQNokEajjraMRppBXnhobAFfssG7MkA3kdilLH51LhYADSPqIxQBl4Ef9559X4/QdftpAzJGNZ2a7lWB3uQSwxIFWXddMOUIeIvbe9HnHt/8/ev4fbdlRl4vBbVXPOtfbeZ59rTnJyhwRIuAUkgsQG5KZCgxdAtDHdtsjPVqG7UaS7xdZP7M8Wu6Ghf9oBQRFvIAqiLa14aUBsG1AIt3AJJEDIPTnJyTln39Zac1bV98eoUTWq5lxr73OiX07IqedZz9577bXmrKpZNWpc3vGOpm9UOZKHXJSx9RprT3ko/O6VTPGdD9Ojn73E99Pt67Ldp4bGq171KvzN3/wNbrjhBlxzzTV41atehb/+67/GlVdeiT179uAlL3kJXvGKV+CDH/wgrr76arz4xS/GFVdcMZdxalGj6toedW0xqrrIwqHhgLqCbQKUoKLPVZWN8Kq3feYKnPmuJfjKBC8qUugzK1LmcqE3qMgl5qNElwkqCGTTQaIljR43JRLMBoSr8sMGDTcyago2FKFceReSLUOhNBY2dcCXqroi2Ioo1jdUtI+hKLbIj5DKJiCUTahcqeUiQYIKkT22zlLRPVai5KH01j99Js75vzP4uhLwJ3mwDM+LIXdaEIpFISv2UrG3XD7j8L0sArJAIbOCLlB6CctoBmOzs8aRIeRKDs9hTKpmoyD0x4MVrFTlvkZSMqUSoDzfJh20zAiFtqOohlDmoMLzr0HQqegxpvlxjL1lr5gsNOaI4Wzqqn6dAIZo2HwyWQEiCk+T8gzYYyZw0SPdhmJfOhXJK57nIKWs9HQK5ZbpVwnuGPanE4aXUDrYUIuUkjHMISIawutc5jE4ryAx5HKNRKYuaMACsBa6DZ7kFtAzBT8zEQIJUA7TqqaEcNXUYQ+rmMzPHv9KuywaFGGWMhokGtfc6bXCiMoUnRihyMfmgZAXpGK0AgGaFvd/p+A6hamtsNGNsObG+Ja9X8LaS48RveqMiqp5hUgj7KoA2ag9dJ3gOWPVpgRdwzS+LNMRYJHFeIOXechQivSp0PnzQ67MRUNOEASUUxiT3h0zv9UE0+k6IEDlzAwwUxWLQ773HU8CFAim0tB5h4o86yNtMVYtPrz2EHzqVy8D57CVrFODTSjXMo+BCQc2XYO9ZhPNy26DVwr1WofmmEe1prFctditpjHKnMaXoiMQz18rj0YT3Ggc9i+qis5do4u8QLmHi/Os2MPkPBERVIjnk1EoA7A0p3LuieKbnj0X1ZVwSeXEPqkcOSmNxbhqQ2Smw+s/8Uyc9Z5Rgq2VzIC8viBgtk6eFX2jYF7LAmtRsXe5rBvIm+PnwBHkWnXQL78DszNWIrUvM+y5TmPaVph0tAaOuiWoH70Tk3NWgRDR8FoRHF1GFisywqrQl1iBXEZNTrevu3afGhp33nknfuAHfgCXXHIJnvGMZ+BjH/sY/uIv/gLf+q3fCgB4wxvegOc+97l4wQtegKc85Sk4dOgQ3vOe95zUvZhXvDIu4pA5GZCrjvKh60OtjZgMfv0SVv/y86HiNEg4C+VaDSksA9ShAMRmZs+BygVfqWBwU+lSg8nC0jEQBRhdQCqtDn3jhPsFTx6yLihVAELOCSmOKnqXVB4BYuUN88Pv/fdUVMoSTCckqrMyXhwCDBdgHGk+fI9DH7EYf/rGqFhKr5GEwXDLPHdF0a6sinRUmDihWhSSYuVRZlIOHNoWFCHyTijqYc7nhfjTXIlL+/6/qLgUr6NSa6EvyfofOsJlVP9iXsXDhp+JcoC3bAi72Gc2yJzxYDrQnhdYMDRJD6AXilSsLyIMUSX60mtap1wa4S1jg6rRIlrJSo5cCztpPn8xGwslLNM6VRHjnQxGVfSZI18EnRqAXhYtwiZ6EQ2V7RXnFVFrhrwuLRLCEWp5cI0FhqIsmxmUMaGQXV/R5Do4yWEi90Te2UEShwx6xOMvqocz8YWYW1WMjckTpOOFKV291WitIfpRV+PR45vw24/+LZqv1oUS70iQPnYehRoaXAyOqcGZCWjeM1kYPfZinfqcltRHIyOX5UqlfA/P8mPgumAHTIQWqmDoW1Jyg2FpgzF+3vuO0LMIuYiUZ0i1oOrA4vSV9TNwxu9/mm7Ri2r0d5ovHBvxmTmq0E4J4TXGqsV7L303oAAzsai3PKpNhSVDSdBcN8Izc5PY57IZ5TDS6WyuFdWd4NxIOndVgEkWz2keni2s0xQ9VdEB0qeqBbjydud1cLZUsHwt68jQjOeRgLGB5lEF+lYTjCauXzK6dgm73/+laOTx5weNd4SzkA08vj9or5RNjn1oDfdlsoRD+TRPfB4HGdQoiz9/xLvRrpp+BM+SM4pJATZ8g3c/4ncx3VfRGaEhnLIqIkqgk+HDLe6bEwdq3DfNn4KvU7zdp3U03vrWty78/3g8xlVXXYWrrrrq3t8sulAQOf5vaffh79ce3AvNQpE3korihdXvGIaBeB3+rA6fZ8U19xws7pYLMIieF2ZO2zEnthCy5WEZvfylgrvdpZUio6yYqx21AfaMuY3zGPi2on/smcoK7oUoDx0Ucy6+oJ+UHK36irccn/jXIuVj54rscD93RLpRzGOG5S77IpXIABfp8c3PaXzNzbMU8ODzgfXNdP+ySxksJOUsbTz8IFa+ckxA4VIEIEb2OPERKPZh/0byWUnlUCrL1Iedsb8NtvK2PoeToexaVJjTd+W/zZABdoJNhe3D+RmzaJSLG8r7i7XBTcOzsMq9qdEYTfJl043wlmNUENDXZXRtpxOZmixk2osyCgXHIuUGZUxkMVpHP7rAiua8pj5bmyK1OjlC+GulU4ijoFr5lMezk+GVWPJCntmYTyHePFFZWTQHDbuvhX3YBdCbLRkZHSX/TzcbfPrYuZGBzYtoO1O0y5pLnbU5TFT0a7Dgahy3HG9Og+6gYZSK+TRm5lFtAp+481z8TvNE6Bk589iBs6hxNDSDTg3RygORJe2kmgMy5ik51PA3QRSDGs97zQ3sff5V+RCkSvS2kd7aA/AuOqROaAvtNH+hzP9QJ7fknJB1FUxwEBXnt1gDAK37uV7rOWuf9aWoY52OaHzdtlMuR+MfrYWFbjRVBd9lJnjvnY/B3/3ON8CPa9iGWKd85YHKYVR3WNIzLOspnPFQTSOqhyMxTnFyefACNrAhp0F4xAslhFsSZOFgChh4uNz7O9cDFN5UWVhafNbnWHEDj4pSgRN0hwVn0Nrm7fUedEoeUgF7KTG2g4+AlQaf7hkjOwEywd5zyHC2DFEzw0uYN8LBdqjhU1VwICkdhSIaiysql7NesPJaRELIa+9jIj4r6zpMnDKUHN+Dae1AWUlznz+3mIznVXLySErCiMknxhby8BrM5KEQYG2u8tDGk2czHuJsWCsMeaEB8qwxdOCSZ3wZNzx/PyXnLjgIlGKihQTr2/yRozjy2H201qyP8B41NdicUvHFmac16VWC8nCEQk6jhqOE/8iapEQkksYpa+SMlaPPVaLeRox+YD7LDnJjnZPBOxcqmbOSH+kuERmnpIEPJAeEUr5HHFA2jpZlTewBH5i6Nu1IwGls5lmNpAkuwaycV0SzqzugDnKsSmxMrJQanQzoG9sDuOot3w292eb9ibr8AqU0TAMbV+yxNHAJOgZkkQ1m1GKmn4lr0tiKiKYNkLtN12DDN9j0FbGitZYMMoZs1BBQGx8Vb47wjJXNmICyiNeC/TvkBZfQuugs4MhvNIIXKMZz3nZeYeJrPOcx1+C6f7kMNWsparDhMToKLH21wTUffQimZy6jXVbEOlUDriGK1ZHpsGQSc2KsTh/zm/hZzRmszJNxgA5MUZ0jaN6mbXDcjXHETqE3ZzBrU4yOtNjzVQv1Pw/gT3/rSRjdtQU/akJNhdxxJJYMqkBLTbDHFiMFAdXlCUxOiMG6TVIEC7nK8MfWsZwM0Qkpe6ORTp+dBfreiQ+EGF2X2BDF849+Jw2oUI29NlTkd6xajFUXGKkMFezcgfZPUc1+9E8627iZIFtOyJgtoWxBfvE+5ByoDmEPCsiYtirKmNaZSHPMbHyx8XyKs5TPUTbCatXFPaF8gKSebl937YFlaIRFXiuiRL3urjNwzjuvCwYEEo7Q+FhdeKzagC2sQoEwJIVFAYlpp6gdMARLES15DSiRSrI79BTQog0qJMV95PckHa5Rgp1CCC8lhGyvzgR7/lhQ6uKgEgKEq5DPrQPhpPBPc8G83eDoTkimlMYJKXckDKUBRRA4UvTnJVfyqVN6lh00mV7Cq9mDTUWPr6xC6+jj7KFd4BHNmYLYe9N/Bjz/81p2QAu8tPWpwCJ73jwznmli+WAFnJPB53oWw03Y2Jl5g9dc+EdYfvxdyQM4+L00R0wJCgB/+ZjfxNoFFLFgeI/uANUqtLMKm12TaBQlTXCR98PNQGXQn5RjkA4wrpFTKySon0KPJW0+y45QrrI1yvOsU2KozCfqoRnT9RUbdjuQuH3mNsQcqogdd3WgB7Ui70EY5AKKRPNGCrYKipurGc4Q5i7mmpEhfVe7inPe/Cmo6WxbL7SsHbEjT23hhIlwlaCoz3gth5ygtPchImHJKGm9CfkLlta+RqA7VrEqOK8PrVJV4lpR9XYvc3iybi5QeoQhChCUqA2wL+/SPs/lyA5qivDlxflgvcaPHfxrvPCb/w6qszBTh3rLo173WL7dY/9ngekeE40McpZ5aONiPuJYt+QsEsnVeVQrdxLJpOkof9n5BWkYVth0I6x5BTVpoTcnqI5NsXzzJs768xtx7tuvg7lngyjRQ1Sj53gLBhhDlceKchuawC6XKpnLuczPm4XPCeFIQaAgDjkBvHdLh573gX7e0T6bRAeYcAQW34lzFWBTlUqQNarGDkCbXr5KHM82TdKhyzMiLzzZh2bKNdzL+wMGjBjai2kfWsR6Nhmtb4Iwd8EoaQcegxLPuDwjGFaW0YvfD+BTYRinzuu+npAdtAeWoQGJs3e0YVuit/UCPx09X5oLOvEXWQlV2TUBxBoLWdLVNrj9wUTKHWFnTqwN3meobXdrVpTC5TIPyiJhX15fKtbhLa4wa3d3wEMuCJcUClShjMf8lgHhyXhgKXDntR62d05UgvRE6sCJsH7NrbIKDBqFQP95yf/3ChrJqJDX+bUUIu1rKtbn8EfrZ6La8sMKpIQJhbkdK4fauPmGxoIhLuuaFAROZhdKo3MaM2cIOjiUoCqagSwih8wzzp+XyaFUjZf/nxuCYSLnd7psRWdspoSVn02/Lnz2/cum7/mB6xcGT7wGOyfiHlE9ozVVKC86W9xfGtIA4CbTOR0P/58zvnLPsSIhFcJ50x/Z8RhO50VEI4yPmerSZ/v9kHObPOApZ8Qoh09MD+Ezd50zuDZKJqBMzpRJ3l5+TmWfyS6LZHzGHK+ir/IPCWGplcNYt2JOfKovZH1Mfk/QKcoViLApuAid285wTH1xw2MVCikXWWy9xubF++GWx1AhnwvWAl0XczR6j6m3/nK5yjBJzyxz6K8tbj3WqWwcC8bIjoI5xBwxfyDK6gW1HpTPzwmU+TgqGdnbPIJIpMH3Hlhr3GKkcJvWSwbfphGEkeelSNb2LNL5HFaJ9jtAzIDSmJ13D55jv/hZnW732/aAMTS8AdAQG0QM2YXEJFcbghGEkHM16rBcz0IhuC24ykPVNXz4nC/gHSZY6AbiMB9K8gOiIifrA8ygSShbGze0csXGLlpkaSpb8RZ/nZWC1lssalmytDigIjVmLDgkFMKQnLcjTvPsZumwYnz2sx93Db70Q3vzRFupaAycJ6wEeI0QdVELhVscH5i9iz1nQ9h1xLH16qUoLwzQ7e8XD485+SfZAec5KTAojjLULxMXBZRkzS2R4tF2UMGzCwNUAULBEbqff/uLsPcrk9jvUuGVtLJM5BsZd0qMMnsaC10iMomxoijY1LQFdKtgJwZHtpax5paI+W1sKJlVFJCTSexUbJDXoMCkK1BV8gBZYEa5WlG1ZGl0Rra40OZ5RHuePiB47gyc18GrF6KQVn42MdyULVaQz9aWUOw95yiomAidjGxFCcFALAynHBITWEgQjtWWxf0b1aEByTzaHzpLoqdioIhyjHHyqlRehMFvnY50v0xP7MVagEKEpzEzXBhkUl7FvvYegVabmfgMfJABiXlKAY4Khc1sFSI7TSrkWMhLr5BFqavKojY2eJo7vOpTzwP+8EBauOE1zwC00JTkLeaBvcwMnXLQxJYWZXnqi9IueuFrZUPkTveVxKDI876euBqbrsKmbUIFbgs99aimHqale3QjhW4pFEZrAFQedUXMRyPVoVEWI9MBVUU5OrLoLD+vcPs+ExuScRMgm9aSk4CZp9Zcg7v/1QY2H7QbanMKPemApoYaj4CmDmesyvagV7z2QtFKlepoNLCoFe3zsr8Rtjx05giDYChSHA3UsA7lc1SOCBZYeU7rkSuz2wSXlEU6Ide8I4Y/YyOEsw5CMyvuKl7cpGHJcGpl+4bNtvle26zjMCEpb06MnyGXnAPVCmIWCeNUnYLtDFpr0DmDNbdEkR8uhOh9PBtYxvCzlo0h0wnGdtrS+HpsDxxDQwOqchFaERM0FTNOBUFWezSNxdhQVfBl1cFXENWmRYGwIOxkVXCAldBCqYgdEd4gMIMMH2Bp80shuUP/09zGIVNSGgc09UXKeJgrrSgfISpt4pDKFLeMTWKgDcgR5uK2XuPfHPwAvu9bPoxEPZgO86TI5QZKNo4i1D6kSA/mkQivd3YQFtPE3nLK0RDfza7lt31o7EUr50SOjeZEGhrC4EIS+tapiJMlDLVL4wiY4Uqwz1z0O7eg+drdiQQh3jz1hSsdMx2kdUS3mDGVyIkZaBSlCnkdMp+Bw+8zjY1pg6mr4SsTcqSQ1lS4LhsZXHDMC8UDUZkM2GhNBzyx1oTxmWIfsudx3sOJykqakxRF06ngV1AmS5gVf98uOOklpEYaBY4jSqVCKzyIUVnyoGfdceVeH9mZZKuVxSjAFJg5b6gyNCl6VuQgDRwPUWFDlF30vs+VKBlJE7Ixgw6K9cZj59pCpAzaOKZIJ2oVus7E/BMb4H2xD9zClEY5bXykth2pDjUs1KdWcfCPr0WCnAhte57jJDqAkiLLyilBDSuSUYGdDWJdKJWISBKcRqX+8r3Z8HLJ8JqBjA5Yqg5uZvTSIYXGjhCMDA9X+0ht2+gOdTC8K+VSzSiT7un1HLICjp5kETOkfCFL+PxNO8KGb/Cnl78FG2cZqK0pMGspkXvUwFc6Juj3qMDFW2xkEG7fEWlFhEnmRpHcvHmkzPecUSqu2Z5HBZmjQORCcT4HsU6F+kQxd3DgXApj0hFKTedErToY5cNeC5H2sgaVaFbK/UAT24OaFWNOCArkZ5EQSjJSyWxi8SMCEpeS/DlPg40MIb897cOUz0EwRjLIEPehdL6VjjitfGKYYxaw+0tEI+7/U+h1ircHjqFRbGrC2KcTIEUpJA1ih7/YeASaownn3Qt3RzhN2NAnuVNmDz8PfnXlpL4LIAnXE7m9ONhO7HtpMnkeFuOZ6X9ZNVahwAEp4tIoh2Uz62+eTBnfQR/n0QtnHwmJ3bFTxUEoWybYpUKzczNwpFvoxz5iMNo17yo9eEpPCS7w7XsdZg86SB+VCqTEw87aNIkDB145v4sU5u2aTZZLxBnHl1VoW4O72l1AU8M2yeBnBUTCeTbcCL91/EI6+KSRO7C3o6Iinue9GEZmDEQaZiBXaoRSOTfXhhVa8Z2y5UXFciXDg/NnAkzOcy6TzwyduVtk0RoPbRAaKBeFV8V8lIZ2+rEjViCfFJyM6toJuTFgmAACdz7ENrfAaDCKjDPfdf2IAsv44hlGRbVQ1GIEwjM1MWKOWVqjKULXG/4ghDGNj5Uxosd2WUIyfR89hY6pnpmMIKfy3l42zmscXfNeibVIxtAyj4OhU0By/BR0utLQll3itubG+N3jFw90QPy68MxBsR/pJ++djYfuh9+7Ks6mNLayOS/2uzRkFtxeRkozKvQF4xnKoeifg/PkijyTt3+wqmB2pC+y3krfJ6eKMJSlLBJ7MS+yiUz53SlMz98PlOXT7eTbA8bQgEphu5FusaynqA0VBHKNJsaOsQdGDstNi5Vqhv3VOt70x8/GoY/M4JsarjFZ8qk3wWOnXfBe2JQIvWCDkaxKNTQsFO75yXVsXHoGHSLWS2dE+JJQMuYJG+cXCkwCOSSYw+A0qdzjb+BRg7yBkfUjvnLPDB8WjMk28sKZopJeCeepo/eIEkFzRh/peZFKScIg8yAHMMjcx2K1x8hEPkm5AhuU9SxyFSBy2UE3R+nlZqFxfn03bnm1h1tdyvMVeE5cmg/p3Y0Y2Ri2T8o6rMKsq7DWjXDULuObHv9FXP/PqZJrt+yhxhZLTYvlipjWxqrLoz4D9UK4JfrKoFg6nxQo2YpHKxVl55nO1kG1VGxMT6nYmJ4oTNdH+Lu7H4TZmSuY7tGwS+SV9Y2HNjawt5CRdEN7EG9843dDtTYVveL9qABjXEbioBG8oVXfK1rmc6TO+2xMCgDDoZiNxXmuLZKUPundHCJUKFupI8nnTfcXuPEIG2Qvck1efB/6YC39Lm/J+4PXqyJ2Nip+VvLb09rmZPoMApr1mTWLlJAdow9loruc46Do1moObNMDznKF4ZQM7rsuFApjwxQJ3hHq/cwCM5q3Nrt3DrXxAfXJkb0uQpcinGVOblB8PkjRmwQ1CUqnIyjRxNYE44o1L1xacyasz8CqVC9gSuJOeABtgO/MQNEDTKfErtUSC5DySCxbXDyz9lCheOWSobNuWU8x0h2U1tGrnkV7hXzLnrnzvciycpQMPusqTCxBujbcCGuOCgn6yQSYtXSPugrMb3K/5ucGVGJuZEawaybn41ff9F2AtQlJwH0W/RuGPRaWdphT63TcY7OX3Y27L98f9lba88ojRDQSaxuz+fm2S3BJPpMyYy8YLSEymOqBhLGKHMfyrJAOtwhF5IiLiCTIz5IBmfZqJAAprr2IBTIzyBzgRR0timggsk6pztOaC2uBolo6QMzCWeV8isQg9SP3zYlaPRJSGc620+3rrz2ADI2k+1c6MBVpggO5SsEFbKuqHcZVF6uCn/+/p1i6+quBUrPAtoYcjTwBNS9QJZXeMvwpoQcf+obfxvrZJvMGDH2nVOSA5A3oCQ7RJANOTxH3xc/sew5Ghe8zPac4yHlupWIBzIns+MJzJELajE+XyZQyTyXDwyIPgw8VayqhENGrGP4vnxHXleB54e/JQ1hyozNVMI07zcl2HsIzzRqufvzvwi3V2fvyWQ0qqT4dOjwXEi/bdUw1OcKPnv1BfM8TPkZzVAO6JuV7yRBlZK0cYFgxFP0ub+nLNaYAP5CjsZPmQTkHHVV6Nq0PBccU1JbBrffswWx3hXaFqhonKFTi/zdwuLPdjUNvuRrorNiHXMCLnm2lCINPB7xJBA4CKgKhFAy1DNImjIeslob3iMmypcHo+/M3b15obhf8P+4XkEIb2I2ilzVA6srvzcsTkWtV4t058jWUs9KPRApvNgsBVmDl3lEpp0mHBOxBOBbSuu8CXMV5nfIcJKOXS8+C80MiaxnCuFSB5+e+KIY+ejSwwZEQWMzmOAp68MxY7CzJpKh4h7wR3q9kBCA4Zyg5O1ZeZzgNX3bgUZXz0XlNym7bRcw8AhaeKdcZLslF46qguDcg1rmYi1ZCkRa03rmSKeMm0mBPvIbuPPysJRYwINHTBiPDBSNXylfSwX2Edhp43DA5A4fecjUprip9Xp452+UqyH5L55T1Gn/+6N/F2oUDBQSLz7NjgT31qcjfHOVdOOp0MO41eK5JCRkKXJQtReqQOTHKFkkysn23/fXTHInx877yiUGtZeOBHR9xzVN+YFZLA0QDHA0kdn7E8170e9BAnD+vp1JjHeZUep3q7QFjaJSb20LRgVrXORd/RVSgS5q4x9P3BcWe2MwlpWtU6CUrzg5arUz++UKwDFUElW1wg4q3HIiP/Rfuugx6NsdtsF1/h6I0av6/dtIkjSO3QSap+IWkU3BF7PiveX0o3o/Kj/Bm+8hqkj+3ExXc27VapTom9FNaGelGXJ21hGvw4Rl/Cg/vpmuw6UaolcX62RXcOHG611liInsHFw9MHiAn0yiZnQ+ycEBbAA7QgTEHncJsWqFb0qGCM0LEMCWIMktQnIeCgcYrAFoc8PCYeYNfvOvRVC1aGIyy7bjYl9xHQVE5+tAG7kFnZx87WYGvFD9vnSqDD8GGkBsws4MW9jEPSQpAcX8ZmfzY5AK8/ZYnQjKy0Q3yz8/t44Cik+h+qwGoEELNGvHsFl0bCYYjIzuKefVZsRf7P+/Mgtwztq0U73sZTdjZEWgLWZM5c9iwC9HYZs8U9vEPjx3NomgysqN8VD6HWglPi4Vdi7wJ+SyjQyVQWnMifpR18tnLqVL5899bbcI9+RuiXMw+O6CMt96ghcbxB2ngIReQoeV8ND4lvAvIZXUJKYvrxRbn1Jx9DGxzZgy0GkU9i8zY6CvQk0MW7rKH5ItvjvIfnVm9aLnqf6hosRI8QFHg0hDKLpdfX8rzaMQN3ccP70cZMWEnKOWKeMoFi2eOuJQw3ubS52a/0DrrwXFL2vfT7euqPYAMDR9lRK1sYiravYJuWcM1gF12GI1arNQznNmsYVVP4GoNNRqlYn2iyBWCl8qwlwrM42/nHyBRb5SF6pg1BQL+VHB1A7kiyklj0DGc24tMCC8sABzuduMv/uuTUR/ZDP+e79GOCbgBllRpmxTUgaJ20SM6T1nx+e/ysEoHVoUWBBWIiXcBNkHeOxUNrrnyKMK7Cs+R4nFx2FYKPhW/1/MKhdOcGU64HokO75VQrfwAzbvWU9jl84pCnn5lRp8ZOMEuQOo4jN4hFs+yncH6bIQ7prtxzeQ8AMA9T50AB6bYtTzBaj3FajXBip6GInYmeTbZ0z+nSQNQAJ3j1MxrCQKToFMIsEDdAWYCmIlCtamAO0dYP0ejGwN25GEbT7VsKotGJyjUSLdQdZWKXgVPLjSIVYiT3pXFEbsL73vtU2COTzPYBXnyad9yCD89MPFrsfeYvIErIT/2n1+Dm75tNyLHPMNKPOIiiAd10eYZl1wV2wWFMjLbFPulczS3L/qmj+L6f1XFRVMaGyYm11q8/kvPwPqvnhsjsxzR4DEbkxingKDEeAEBZQXDgwpFeoUZF81zTaZUewP4yqOq0vNognKtQjQt88YJ44FrwkwdwaFUa6NXlxm14BVmjthuAFl1nLUrFE6hpHg3ATbFfYXR6bvyUYnfswRd7wFLEBLul+4UvNPY6moc65bwnQ+9Bre9ooXqSDlztQdqmotKW6zoKRUY1SAomxJ9BzLDq/UaE09ED50zNCc2yYLYVzHvCHPPe6dRFmNFv6MykcUpn6cEnQOAx658DfrVh4Gmjmu2x3bnCco3i8xYNZ70vE/ia9+1nyIa3ieZKghXEF8eXPS2ZuiU7qADDDkxpAl2OR5viGBKOe7AynAecWJfB0fgmBRFhc9iYC3K6EfrK3z/kz6ML714xP/MvyPWTKzVEpyOBp7qgYRnPGS4pf4nnaALCdKlUUm2aQ5H1AgyXTpeVN6fXuNrMyzRI0CnQiQtrLsWOiWDdwEm2gEcYe1CYUMHgvfFqRAOgqFISzRkMmpbocOcbl9X7QFjaPBImQXFQUMpDzeuYOugcNUOTUWMU3vMJlZUB2cUCecQ/o37IghKrjQ912unMOhBKpuNhoU4dQsBmH8+CEw+/Ph2vlBkRNt0I+x5x99BbWzF9/ycw5UrdwIi14KwBz2KUBb629LuDTT2BDKlIGPVIQytUtniJrn0s3yQItm1nP/MewYfoVORKSxeJ/2cK7B5HAuiA9ITaktvEusKA5eO0Dq5Lpj1JBwMESvrNDa6BnfOdkMrj8sffCPGyzMs1R2WqxnGug2GI8jIiEXKin4PDKPMC8oO2PKwRf5cYjKhE4pZoGLVHaBnCvW6QrtK0EVfBWVJk+HARiEbvlCKWKSk4aAQK1tzzs6GG2HPOz4GNQ11cuQhvKixIiAOd87RYO+thcLrz/0LbD5klpSAge3Piac7iQilJGjJOsUaEjKjh5Nv/8W+j+KfPeZjURkZ8nyybDpy817sfu+n41zkECda36rYF975uJey/RcMHudVKGjWhM/4pLhqxErjZVExml/RV3YeCE8qUV4GBYfl4ABOHRDQydK5k+3fRCyQscapxTlr8flwjoaEc/KcBP22tQabrsFTd38Bv/joP0rGl6BrrhVVizaseJUJwtIGzTzLOlKeSlkAn/ouoXA6UKxy7mAsuioiDIOsiKFdUB3B/7r0f8JrndYhy5ywJ1zI02F2phkMXn3orzC7dCvlOkVK1/zcSOvEZ2uPoUDkyBHfXUBgMDcfao64Jgddfmby5+P6QoLNWSj86P6P4JmP/Xzaa6Ilr306J6ROoGVXhKEx1G1O/M/qsQzs617bAaRAOjHiIJH2tdxbVLCwgvMEL1M234f8fRnRaJn9LSNLEB0Xj1A+szwvbdth3PfNn4KvU7w9cAwN0VpnYL3GxXvuxm1P3oPZboVuxUM1DqO6w0pQzJaVpcQ1rh0hcLCydkT0XiiH/7X2aLz2mm9Nys1Ai3hRAZfof2joe6zEDX2+T7s45+Z86mYHcQq1+qw3Bh5vuecJ+D+fuYS+XnrvB7rSr2xMf0savaE+slJGFJ8+F+qFYiIrg8c2wKgjvWAcleA+9iq5DzEU9YwUF5lcwIchG59zDBtAYG7FnMgDLr2vMqUTEIq6TEIU+HBvFWadwWbX4Hg3xvFuDOcVxk2LpboNCaEzjPUM4/jsVRbB8arfb6K3zd/cKYaWI1SOxyfYciJdqSVjQzlai67yKffJhATRQAfKzDnKmDTHQqllhSVy1ytLdSDEOGkAyBRPbkbFji8cU6K4jady/h2fv8VK8E6mzQbYENcsyZRrVu68IvkFVoJ0NOKGmgn+20ypzSKZSY7JXDMLRfPnxbVZyfCUkxDpTV0D37ZZcr4Pz68JzyODlcom9oCsvr7HbOHo9z4O3hhwPR35uV7TyWCQkZrMkEJiA8pZmLDQCCXiDlbSOBlYUDWD9mDrNLZsjaN2BUftMuA9uiWKguvKYVx3GJkORjn8+A3Pw8rN/Cz6ULYMNpU5lTh6nc8ljZtlEiLskIvO/t6xb8TvXfONxbNP91PYHkqYyau4zlPSNMGnqIuy2F8mW6Jx67O9CEAkCBeyWeYCzmkRphknxGf7JuYVzbtIIYM5gpmujxzS6IrvzJk7XZ4xPI4FBhMbGz7UyIlGQJx3+pxWDh/YeDh+9nPfRWvI9OtAbWt/FMYG595EumYR0YDIlaIzKTlgHBTtqXhe+20V4BTBTfko9wut+XQ74fbAMTSifu2xbkdovcE/P/MjeM6//FtsHlJoD3RY3jXF3vEWzmjWsaon2G8M7EgR41RNPP+uUhFLrkzinmf+71+95sm44A26d4BEQSv2kVTiYthXFGXLLFYOAftU6I/DukkI+J7XQQrMxLedWHgShMJD1gUBEMf0Wx96Mi759Qm47oL8bhmi7R1W8xS3cABE70kYTyrg4wkbytAUMRex1sC8R11QKUL5eLgpoUyZcLBp6L6RIZXvAUVMIzfIeqgoNmiGBGdJjxnnAxmUzHkdGU+ooKNgneIiZq0CWo3JrMaRyTJu29qDO6ercF7hjOVNnLW0hjNG69hjNrGqJ1hWhqBHle4/R+6TmnMgR28qBjXnDHIAHZJEFUFerIXqHMzUwsw4GRzQM0C1NM+uATFOVR5VbTGuuqioGuUw0i1QV2AIAkMxnEGEX4y0xUi3aFQHVVVAZeBMf6wyub8/TrGHwr9d4NZ3Yc+58Dl0FrosrBe8veUcsrLslUqfF1OZ9jUr+KJYXSjW5zzBhqauTvkcNvWhbLW2lGtmPNU1CInxroKoF0P7nmFOqcNaKA700h0IMtFpTG2FtXaMO2e74bcIZmobBTvywMiiqYiEoFbUh7FuSYb0IrC07mfBcGm9wYXNYTz3P/w1/LiCnrlYH0R5Uup7zQQijZJRKcg2TsSmGisdkSJE5Vf1HROe1ggbGZyjQfUxCNamA6kBHOBag81pg7unK7h5th9fnZ4JOGC2B3BLDvWow2ozxYqZYqxa3PqWi3HW/7mHIotG9aPEcU2oCEN0XhG7VlnITRrcBlABQsg1Q8aqxVv//km4+I1OMDjJ5y8cMOHGmfPLI2e6C0qmtZqeWUiCp0KLpKx6preNEUjk9w0J8jIXq1ayjkZYr1y7iecn9jc3jMgQTKgAqaArOZfO9KhY4/ki1nlWN8frcBSlfZk5zESLEFuVIINEs83razg3LpEhBKYrZwJ82AkZkO7HOsdvfemJOPO/jQPSQJDVCJmechKF0eNciFIwtBV0Hgs4FMHhRqRfWAfduQTnDHLAOR1rjgAsA9N9SirvIPrScxPn/cKq66fb/bo9oAwNXsWdJ4/ghdU9+MH9H4Fd8tDjDrWxGJsOy4a8v613EccrvQVpI+dhUgOP9p4R9Me/QPcsndhyz7H3IkJMkvDKMdzoCbMySddLD1fmmcm/1/fgi34Vsk8qyEu3GajPfTl9L15j+LtDraQQjF2UhpegkEz1AYQ3ZyetEOJDnnpu7G3a9G34LD9j1RsXXzabw8H777Cf4pnJQ86j77GlNUiKlITqJGytOPS7CjNLTClLFUUzxppeBg4Tb4PyJSEUJ9j3HTYZEYlrVFBlZmMA4I2PeTWKoSaaFF+NQIWoTd5XhcxArrVNXnzJkqbE80VSrICBpM2yibXHxoP1Pk1csaZPxiknlZoY0eNrZUYJKQLRyEgXGLwuR1pj9A3In/vA/s3mo1ynrOwHGkwq1lUBxhDMlCNSnLsWnsdgG5BrPA+79QT/7sA18FqhzFebX6NEpejVgGwroWHZ97LrDPUrrGUunOnzF2xS0IiUoQEqHeCAPqNe1nDY+4U1qNsPD96PO86PlCPfAKCaJj0TOX9xjfvMkI45D4drmM9cH2Vb79kPaHiDxV35K0IZl8aY5Y5w3iCEci3vGQ3+3GiIzI1DuVMLZHnR8TCkNKZkzJcPt/hu8f8c9qoGHSypn/n/etTpOyXf4GddVcKozJ83QwA3jo1RXf3FwTMr64v4sqqb9I+ocyRHScbQBUXV2YFgnCDTSRj6zLkWzig6q0SbGymUie98sftBU/EcPnVep3p74BgaYbFPrcGR2TK+NDmEj00uwKem56Dd16EZd9izNMG+0Sb2mC2sqBme8MF/g6XDrUgEV8ET6GMSG3tjyDPuwkGbK+M9b3ex8+RmUy55THLlJVDPBU9pBrtiTzPX3xDREPYypxtIj19KmGYhpQVbSeToDsp35vUXxha9N3+xS9hD8TiEYNNRsMVkWHFYxVsEYSiVEgcNI4W4Lg42/rJKj4a92V+ZnYnH/+XLhxlO4iv39jF8iuezP6jFbTuvDUehOLQ8edIa7nz+pVQESyaEM3QjVEuedeRdnLkKWjmMqxZLZkYV7vUUd9tdePxfvRxq2hGLWqRcLOZpcefE7+JneC42cLBnOR0yIuNpPWgL4mTn4rcBiojKA7WD1h6NtqhCJINw7QGGVBVQRrFumc5zrKkyccZ4w5E7McbBiFM2Xnr5UKWZk5Ut/4/ZjoTxx1E36xMnfm/OCqdDhFJCk3ywljyIYo65Gm+qqkt9icXRRJMRiloF47KugiwTfYgKn587F/zM4hgtYDuNrbbCZtdAK4+bXvporJ1fYbZKCf060IQ3uqPnEeBTg/slGMs+zgEx5LU+JD4H/n7NSahAhMkxba4KkMAew1GpeAc5rRGinAuScwcNGmsRax2FudCtAjoqPnl8Osatk73onMbXnrMXk0MdzGqL5VGL5WqGVUOkDJQnZcI+FNG24v5S0X3cnptw4ysvz2UxCqNBIVCuMzzUo1E2jFWzVp+UdinfCmWfnr1QZqTThxPCo8HJEQ0N7xQfPPEasq8RfhzurYKjrtJWnKU+z18ZOEdLo8GCoaU+RwQINMDcVjgKynNT7jASIYsVPBPn1AWykeJ2cu2z3eiZcU3jkau34WuvfBw4OiMjSgzXHuuWaoOFSCXE3HrtQ6Qy7+P+ah1fe9U3wu9aTo4DWdPJpegtP9Prv38Fa5efGwkItPUUYXXIjJKZN/jadykc+5aLaGiDa7qc15Db4V1AMJz6SvPpduLtgWVoeIVpW+Hw1i58Ye0QPrr2EHxs/SKsHNzE6vIEZy6v4ezRMeyvCDp16X8+jubme+BrA9tQvQ2JQVYaMJo2vfTCqJJdYo6QlBztMuwLIBPs0qvvPBUOY8YpShbmMGihEHjB/c9eEhZKHK7P8OvJMyzZZ/iQyiAJ4ZV5DMNljBqgtCxw7PwzQad0FLKdN4lDPyqx/BJCyude3ewcKfo55LU1cPjs1nl4xH+8CWraRiMx837z2ATsCkBesG/AYIt9LG7s4ikmDu0wFypMLj/j1lWYeYO3P/6tcN91BMzaxBSxbGSgU3CtxrStMOkqtNZAK4/VaopdZopdQbm5vduLR/zsrZQgbVSCbOjF3rD4yEQV6jjN8rGG9caYbRsUJeU8sdAEiJ8WimM0NNhoqBz0yEZa3pHuQn5Jm/IdZC6A8KCTUUJQkbFqieGIE8cFVERCCnRUPOMgsnGr8Fw8EMgKAr98ULaUE4qYiDAlLzh5wmOCdzF/Eg4ZvcJOE51kYC2KipMlJQAIlJuejEo4lxRmoTzW2qLWHQwcKSRVFSFzcf+y8RUa06ES3porUIvcIAuoTsFPDSazGust0Sn/2L98L9YuAto9nqBCtcVS1UYjt45OC0WLKXQ3BoU8Ijbceh0Yy0LtlZmlQo9tglbIehQGPhBV5BWovRifDutDq1BDSXl4naI82dyJ9ZwKKerA+kQwEtqH4dUCaqbRzioc2xrjtq3daL3BN33HNdh37jHs27OBvUtbWK2mAcI4g6s0lNZpHxqh/Iv7dy4d0U/f9Xm88Yd+Fb0mxosgvytjYwG8WnUh7ymQQChEYpNy32esY/xgJFQIhTHtVCzuNgtECdEAH8wjSfvQs7NOifoicBHWqoRBlZ876brS8x4h/p1Nzq3wce/ys8IN5BBIr75sfWdB/t3cj5cXqdxRYxmANJdP2vVFvPHFv0p7r3NEB27pZlr7KOeU8VARfrd9fZRzq3vw+z/0enS7xzEPLIOY2ZTkz8bD27/zKhz+hgroqEikbhHhnDJS1MLg3d/+P3Dbk+nNLGckjFNOCUfArNex+Onp9vXZHjiGhufDjDCFE1vjeEuJs03VoTHENsUbuFYOuPueUN1VHMyFtyzRpYpqujExcX5CuGylIJvrVBaGAwvNWlnoix9EfSzgFqWc01IxHoBOJXypD6xT/Pm53em1bT3EC1ovYboX1l4wN4uaMBaAHNvbeoPu9jv4A4MKdxnx3vEBUjQ7b7tlynr/3+eYGfYtbyFBp/JcHGaekp5xgL1pPtTPsHQg33EnIiEAxDMsxkgH5XzBP+85OHHw0JiVMKb6yf3ZdcQ6lJHCpHywQtnHOUtDMCpJglFo3jgXNl/8DI0MqDSmyApVtLlsOAPX7OXEeDfXY9q7brluw9Zmj3ZGXFB6Vxd1McvJSX2OTo/g8Ji6CufW98COPFzlAUOR3kq52Iebuj342PEL589F5uVkti6+v/BQA1n0JSW7p7216Fn3csjKzZ05QQYnRezD/h60XmFqK0xdhf31BkZ1h6aiJPC8lg1ihGEnZwQALOsWj2jW5kdhyj0cWQM5R21gjga+t7ANrXMkJb5fbFRaKPMvWzIBhjdDX0+gg/J2Pq3Vk229+hxSGb4X1y1b6emvlaVnLfNOeL2xXFSOlq8sGsutMH64GXhc1ozTGhqIUHNfuCDmQ+oJbBMQBoXRWbaLqg5+XJwbhZwfjCy5BJU+5Zs7BV+neDtlDI1f+qVfglIKP/7jPx7fm0wmeNnLXoYDBw5g165deMELXoA77rjjpK6vnIKbGExnFdamDY5sLeOOrVV8bX0/lpsWZy6v4WCzjjPqNRysjmO/7qDGY0oEbzgRXHpRfYRrcBKbVi6wUan+AbZNkzkaANLm9NR3GV6VybYXje7Abf+1gh+PIse1FrUnvDBIYoJsTAgsk7p9PMQ1PBrVoQmHYlRSTDK6aGIRk0nLZkplUAjLGDIGKW5dSNJrvaHEMqaRZJhQgbedFwbvRZKQG4dMgcrebC5iFZmY5HejYSmV2OIkK+kpT7CVEasU5WEWF2JyoaTfFNHIXp0COo2u02g7g9YSdKlWjqIBKrCo6Wl4/iZ6wGTExwtjc2Hz/ZcKho5MZKeKxlQzwVsX+f8h8jN6nsFw/yrAoJZMS3AT1WJVb0HVNVylQ5Xh4B0NlZAbYyPso1GWDBLhwZdrPdXRGEgIlx5LnxYRR2siZS0rAGGN6hBpkh5KLmTmApxEiRwVmoecOpfmDBEOKZM1VTQmKdploQkCVIUkbw2SUZxMb9oAO+ugjKeIRvAyRs8y0pyzYlpS8qowRoa6caHFtjU4srmEr24cwPvueTTc3hZ2bwez0mJlPItQobGe4eeu+05c++ZHUqVok5TrgGwK007VtSeuDrS5HqqlWhqKYXbBpjA6RK90S1AkmVQtPbsh2sWGKFPbRkgoFiuyMkG3YyagzqZcI0HT7Gcak0mNI5tL+MraGfjy+kGMqw77xls4OF7HXr1XGwABAABJREFUwWYt1bIxOs5FZvSrvGL4QiaoQg6T8UJRAqM4uboLkDUfIns6yki+HxBE4DaasyqNTrHfW28wcTVm0ASrskWORqiDEWVOfDZJJqdEcKay1kSvO/B4uCtRIfY6o4gvk5xjX8FRSR/7wXInRU3yeYhkADFsPeCAE7IzVQZnJ0l/AFLup0g21U1hBq+J91AdrX/DET0L1MZidzXBXr0JU1moUQNfG0Jc6HxMQ7K8pFinKCzLYxUZ5Ta6ETbcCGvOEzyw7UgGuHyKEkmKJ5hYmCNZByg+A5c7w3pOu/uDoXG6nXA7JQyNj33sY3jzm9+Myy67LHv/J37iJ/De974X73rXu/ChD30It956K57//Oef1D2UBdBp2M5g1lXYaiscm4xxbDrGUt1iX7OF3dUEq3oLq3qCFaUDprlKmHDBmMFERUYRVpi9rgASFnZBm1/YLvciqkKwsxLXOY2Zr3DQrOHj3/gO+JHJC7oJJQYgqBAXQYrsUYWSyZ5QiX/WSmCZRQLxvDFx2Hhuk8qpcDXHA6BIho3TdJLeqb7zNzyvoGwQt7x4XiXVZNCEFNhD7GIRQ/68fNYn7ZHxbEzmWHVmPLFOC+9uP6GasLU6GG108GpFBbAaZdEgFE3jIlhZkrQ4YKPisYCVSYxVGknSEM4qPHskKEVpbJZN+1BcjYyNccjPGHHRN6N78B82HDQSnSfBRQxrUAUTWQ6Dm/9M8rFx3kUq3oZsTOnzYU1HJUhApwb2tsQ5A4URLT+LpONkEZCQbxOVDBOSj4MHfaRswHKn557BdNSgLodIUVquN6soX6TVmLY1jkxW8KVjZ6JZbmGWOzRNh+W6JS9+iKbd8eUzsP/3PoHMWcHjE43gIwydAhnXXWDeYaeL4nwLG6LPQq4NGM9hiMOseEOOAvGRCJ3yogaBSzDVlCeFeL5MZjWObi3hyGQZI9Nhdz3BnnoLe8wWwcgUkoFREjJwOxFBku3htHeZmSjLsysdRUjf2XELslvu92QkB+vVu9z7j3TPPJrio5Gb6pyEvoi6VeGjgy3B25D2ZDD4WdGdm05R0gsPXDsf+73XhHuU7XFv53VTLK9/66JBqxxQG4dVM8GynqKqbIRE9lAXAy1jExPw3WSUAQhyrvMaE1ejhQoOBpvYzgr5PSRLSc4np42UjZJxM8Ks7yeJzafbibf73NBYX1/HlVdeiV/7tV/Dvn374vvHjh3DW9/6Vrz+9a/H05/+dFx++eV429vehg9/+MP46Ec/enI384RxZpyz0QTHqLXFyHQxifT2bg+e94Xvp+8U2EeOZjDuV8KMWKCXEIWhjT9UsCYp1X1lLColSEpGyvMgHCfVKsgPQB4rQ2GosvIAPl94eGMeAndIIVfG5ZgWCLVFrVROeR6iCi+qnZce/yEFVS5kmeQu+5jliw9c5KThBOL728EgmMmFozU9gxICduS5im14T84J106Qyi0rtKJx9dgUcRNh9jnPb6HSsYOq4BLeZ6Fwz2McJk9+BOUdcEXjco3P6cPQc0qF4VSsbK61QxMUW1Y+uQr1IpalzEGQ3UMOCMIg0DFKoZyKlMNxXcaIxvB40htyvvJnbh15zrkCNUd+VAdSZAOd6KYbYcvW5GFnZUUom0zlGmGQXA1ei/3BOQxRhtGK22/Wcc8PPBG+qXPoRlSsFbylKNrGrMGkq8i4aTqMamLwi4n8uu3nQ/AcqDRvXZlYDIVbnnMWZgdXUkQD4VmHCt+16kK+VP6cU45VygOQ+VW6eAb9559H6Cw0Llw+gmNXPpE+wDTTrpyTQG3sEXMPRqbDSHeR1GDMOXwip4TnQ27fuftwXsJs2FCcZ2eUD0a3y6FTYi+U8mrIGCvPISmLyzw5C4VD5x/B2vMuFxfgexVnYnFfzpszEPDHNBm97/hC3jnuH9OAu7Rm4RQ6m1jwhqIMZVsIfTzBtt2lpLOBI9kTr+FnM4pozBzMFDBbCnvHWzi7vgf//dZvQ/f53SEyJpwNUc4lpEFvPlNyRZR1bMhLylqKrBjae21H1cGtTLbv6zF0sZTryNeWjXWLSG87kAt0qrb7mmHqNOvUSbSXvexleM5znoNnPvOZ2ftXX3012rbN3r/00ktxwQUX4CMf+cjc602nUxw/fjx7cVNOwc0MrKVhG+Uxqqhy8pKeYZehcOQXJudi/B9WAO8pJFkz41RKQmUccmS6UbPA7uJzHLnKD5KyMQbUAbTJrAvKilBeohITErW47gSozsLUtxFioFsXk2xVq2C7AKMJBzNGI/imiuNhOBiHsXUoksaJeQlPrIS3UInDY/g5aLgilI1coS4Oq5RoS+Fj33UxqS8aTp69U6p31howDEz0TYbF2TgUBzC/VFmtNSor/WfGybJAbrickGFSRmuAJLQdJR53keVIY8YJxZ3NBL22IaG6C0pOgMrxZaPXV88wDgo415bwPficX+gF8171FZxoGKv4d6K7TPC+//5tv4OvvcgCbQtlbWARYgWNGKhkk3SXZT8gitNRPQhiV6m0w9ik5OPdagpUVYRZeQOqf8OKOEQELnrUkNYq2BgkucGFrLoACZt4Q0nRbZs87g7QVkF1KskYkKKn4r4ZULY4ShLmy3kFP2uh2o7mqgXMjNiN3GaFY9Mx1rsRjtplHGvHwHSWanQYH50GI22xrKcYKw9tHHxl4GpNkLPI2uUBLXNi6DoPa+7AK//jO+BWx4WRQf3RUwXMNNppheMbY6xtjTFuWuxenmDv8hZW6wlWqilW9BR79YTYxIwhxbqAzCmHAP0zMb9h4musuRo//9LfxtGLRzBTC93Rl+raYlc9xZ5qEytqRvl0xgCSjSzINKgk12K+kuqKxZYUomx5h+fNjHhP3/N5XPnT7wMA6NZGNixlATNTUDMF32rYjpjDTFiTK2aGPWYLq3oLB8wG9ugxfKXgs30olcShtc/yILdiM+eGkFcMgY05IUx0oUVdCo6AaR+/w2uWjLEURU37I9zUIcJgyqT5/3LJH+LBP/HF3hhiH9lZp704WhKcNTnt1KCBMQiF8gqtR6rZY10yADsArUZrDTpn+ko39wvoycFto54L5D7nR+lCzSprSzDE2XpFa9/VBFnyNfz6BvT6BNV6i9Fxi9FR4NI9d+Dy8U349J8+HBe/80io86XTmW7EWhJj4OfqwGeqKArKkcpWwXUKbXBobLoRJt5Ad4CfTGC22ii7JXTOwIWIlpivkk3NIzk1kCJXrTPwbQeGW51uX3/tPjU03vnOd+ITn/gEXvOa1/T+d/vtt6NpGuzduzd7/6yzzsLtt98+95qvec1rsGfPnvg6//zz0z+FZxJIikYllOtGWeJA/3zgHNdC2AklVPJ/ZyFf6TmC0MEKDyZQeDGFgsNNSYVUem5EiDXiTSMmkj3eYX+Ha5Jnu4PSScGMQl+RsiY7IAWsZyWpGFPq6JyHsYOWvIZDEAafhV7B48lkWVL8qS8DCsOcezPNZYzWSHjNNs0MfUaskW3bAi9EVhU4XIygNy4pfQMGm/eqd1nGo8d6CtKoElOeKSv/QI0Zmp44Pox9+9cJty3zbaKhMv8aHFY/5kb44uScNG/SEFQIFJmkWE1cjS+1Z6a10FPGdnCYDRiBMvJGXjhEdrTSiJYyZrANzDMra7WxMGfsBySNaoTIJepJZkLqUTMzRl8TbObWbgnttIqQyXLu6PBPX+d5fGRzO80hexuBfO05wFsNZykHhXNrGm1jvkwG3Yn9K+c2/Opz2Wah8JzlY7AjJXK1CCbHeXETX+Pa2VmZjJawwJNez+IZAqTor+oJvmf1c1H55rnI4CciEgIgGrKG2a7gcX07pfksnVD3cu9xd8tIiFE+nFlpP/DP9J0EDR1q220ZKb8vqtbxzP2fL/qmBsfX6+u9cGlbqBQp5irW5foKnbiuq6Fb7lt/rZTHiOXIzRAkms/4E+l66bOJaz8ZT6030GfsBwByIM48zNTjyGwZt3S7sXSnB+48knIuxRhkZLNsDi7mgGUymGWXS9GVSKHtEJygKYKrxNdZzn2lq6CmOtuPvekSfWIHi6wkf7p9/bX7zNC46aab8PKXvxxvf/vbMR6P/8Gu+6pXvQrHjh2Lr5tuugkAKGEWIOHqFLqQMDsyxPW+aibYrQlDO1IdVNPAN3VMskre/+CJCfSbtcjPqFWgkYxh8eE+LkzfiOEwpMNLYCkZasRJYxNfY9NZoKOXah3MzEPPPPQMcC1RnZ5RHce51VFg1MCNKrhGxerArgJ5NZVHbQiWwEmTTQwlaAzRR6Yx5UKiRwkIREGWFBUVJZXE+UbliT3KQakZckQBAuMZDCIv62jEDiY4QUwElzS8kolLKGAsrHNIWW7YyBCxvN9OmlROlXAe8nw4rymZ2KtkTPJL5OIgKKHsYYpzE6AwjXKoYQFtYs4RR31yeBl7Gakj1qvFh784qDiaQgm0Kbl/4n00lJQTsAZWBhCebbgnH7qNtrBhnf/Cjc/Fb7/5WXHzZIpy7dBUFo3usKyneNfdT8B/ftOVFLlpdCwkx4njXExOsiLlY0qGkNx3nP/C65S8pyGHoPNQXTp5vaeoVFkk07OFKux6TjjmZ/4dF34Wn//586EsXbeaeugpRTTggK1ZjbVujA03wswZuLX1ACMjb76qHUUVqgn2mg286AM/gjPfN6L50Kqg6UZMlpZG0Zfbg/hnb/xJ6GObcQ8y2QQ8Jb7rqYaf0OwpRc+40g5LFXnxl0ybGPy0hwpV3WkuIJRzejlLXuepM1izYxyxuzD1LXTnYTamGB230DNKhj1rdBx7zQbec8/l+IVfvRJoavgqpyCHIgpbzTk/AXtFcCJpfKrUH6mYIkXoUoIuAmzKi+gxJ4YrwEpCBBUplxlCZqHwPW9+JUZ3bsTnwYnScV7EXtTKx5wgWwiV6ACSCp1OkF4dcpWYdYwqbScvc2moAwnCJNcsP7PcsEoTWEJ5s8ZyVfQ5U+yVT3WbBEsWJbAvyHXM5KTGxDdovQ7RsQ6qdZESWbcpysj5az/wO/8WZ35yRsnmRQK1nHtuOQvjcJ8iTGkI+gXkRCXZWahSTZKQF3HcLcFC47r/sg/2wCr0sU2Mjkyx65YOn/79R+EnfuOHse+LE6hdy3DLDVyjCXkh1j4EZDDK82INMdGDzPuDJZjZzFVYt2PcbXdRRKProFqLetMRxW1L/a6UQ+sNltUUL/yzf4NzPth/Vj6cNUr7TH/J9ATvB2sCnXLNn4KvU7zdZ4bG1VdfjTvvvBOPe9zjUFUVqqrChz70IfzyL/8yqqrCWWedhdlshqNHj2bfu+OOO3Do0KG51x2NRti9e3f2AoSSGg5EVsaImcViFFh5VhTlaqiKE8EVQS74YFbowYxSYSw+kYNwlfjbOS1ROYomLPvSex2Zb8JGnXliJeIkRd05mBkJAt3SwVcph91mgv16Bl9XCT6hkwBI+F6J1yYss+ewe4l1R/o5D+4ix5R5/8RHCQ0jKiNDwTvfw9qyZ5ku159YejYqHr6ZMhomU45NJh36Rc+KDx6xowmltf0O5+9krCWxw9wtn/0tseEzhtIwdKlMBpeHlU/zwownfIBrAI3IW4ieXxTGBlKULiu6NzDW7FmKvnNj5qmYzA6IPI18XZO2mvrgvYpVwS00Pn/DOTj0qx9PUyeUJVV51IKF6FOHz8XZ/+PjyejUcdnE72337DJj3yMacZ0zaAO0h3I0bDQ0ItsbEG/YV9qKG8Vnl5KOn736GbztGW8l72FHCpNpSclXjoozbtmaohpOw21NMqNRGY99o83A1jXDmR+qsf8DXy1ys0BFvUKhxJLE4Y52L8557Ueg1jaI1jLMhWS00zOCWsCrEPigqEZjOqxU05DzNkPNEY1QwycqnsUhyRDKmasw9RWOuzEm3hL8ZdKi2rTQHVAZhz3VFnbrCT5z5Fyc+8ZPkKwWUMASisTKLMCQFvmwkyKdPxsVIS2RRQ2IslZx1WYr1wm43Ay8VwKuRdBFALjglz8NffdxMjpFcvaQZ71sZhtGw5L5KMtHUULOZYbNzskRsp9hjCX5wzxVcUgex/6Gi5KsErVRgHD2DFzPJ+OmDTU8lAO8cwTRDLBMZivj/QsAF/3OHVj63K1keGXRsP589GpCzYnOAPnbFio4tFS2uAaRCh6hJgkZQ1NXw3mNa578VrS7G6iNLZhjWxjfuYXz/ucteNBvfBnNDYfhxw1cU0UWPkhZrpAZGbFfiVECbOxHg98pipoGo3/TNjhql8nB4BzQWZgJVQjXYd0bTfMz1i3Of5/Hnv97w8DE+JDbGm7ti6rg3O4HSvPpduLtPjM0nvGMZ+Caa67Bpz71qfj6xm/8Rlx55ZXx97qu8f73vz9+54tf/CJuvPFGXHHFFSd8vzJ5SQoSqp1B9TP+6Pg34Fc+9jSgqkQieB/TqgLcgJOsmcUoQqdOBpbikYyMTLlOfZfeMk4Wbj2IESJi+AOmewboNYNPX3c+XvWp5+FffOEHgKaGq1WOZQ7GkxYekJTDELq+IGS8bRsKiXolFGR5WCk8ZOUwjvzgE9KBKuZg6CzMaPUKj7c8uNMh7KLHScMjLwzVN6gk5Wvv0AEyONIJtzJfIxgMfHADbKQAMbwslfsyITw0adQYePzV5sPwo1dfyYPJ4SWyib+3Y51KY8h/ymeJ1EUM4r3nXEMpLxI3HS44524c/b7HZf3k56NrF+lOa9XBaEdFrKpQGbyohBz3rkqJ4JniKftUGFHs3bZQaC4+jnue84gAcYJ45UmqtMaG9wDElDB0KjZmeQmJx7pDyLvSmHQ11u0YZy0fx/F/9ni0uwymB4B2j8XS8gwHRpvYZSZY1TPa41UFbwycpLcV88GN1/f+ah13/9ATgfGIptuLpHSOorHzwyFCp6QHNStaFhwwQ0oaRUvoTa40bYNnd9N73P2NFmuPPAP13ZtYvdHh0v134Oz6HvzunVfg1k+cHfIzQqSOnSdC2UoJsSU9df9xZM8eSZGNxcVAxqXcd8m4BJSQZ7JxZJEUaI1UQ0MlT3cmq/wJiZUyuizPpXRtKePoPR+/k1/vhvYMPPWaF1Kk/B+iqeL3Qs4Aw8QP8Su++N3nDhkyNgLjlRX7JtC965aU58jWplOE3lfIzndeotsaXqINGULc7MD5J50z+TmYjKaZN5j4Djc/rcHkkrMpGXvWUQerCn5EiAtfUTRDGthsMC2az7Liu4RnOqcwcwZTV6H1FY49osPWUx8BNWuhpxZmFs4tDTTaEs20moWLi8itnKAwZudVPH/Z2PDRoXja0vh6bPeZobG6uopHPepR2WtlZQUHDhzAox71KOzZswcveclL8IpXvAIf/OAHcfXVV+PFL34xrrjiCjzxiU888RsG65vdLUZ4uXZXW1g1W1jRU7ztM1fgEf/pLiiGTdV5ON6FRHAVEsGbUIiJqwsr5QXbzYAXZ07L1FdfGBlIgsmFEOs0eP02QrIW2g6YTKFmHcyEwpv1OrB0p8a57zO48Bcdll6zB3Z1BNdo2EYFgwMRDmaMQx0gJaNgeMWIRgi7pzyGYQwmQ5LmNhZq8bDIlYvWV3j27k/jP77qd8LE5N57aSzKRsngQauI3m6hYBZ1E8jTF/rKFJcDmGkvhLUO3jZuik6j+WNFghVwswEOlhlfhUGZM5AQw5BzOlUlLqMaEn7iciWXIXBvvv5JuPin1uhwLSI+UfHUPjOqsjydcs6l4cfPxKt4f5ncP/MazumgoAlqULEW5MELT4m0M1eRh1M5/OzF78UzX/l/43xLz2wzalHp5OVujIUaj4ieOhy8Tnjy6dnlRnWv8b4LuHs+fLuw9zbcCG94zB/g3JdeDzVtCUbTBmOgS89g5iuCXWjfg05I2ITzKhzqScnwbQvdclVswEwAMyFDY6urcVe7C9+056t4yr/7KDYPakwvmmD17DWct/coHrZyO86p78FZxsE2IGhRreFGYR5EwjQhVHJq6oc2t+N1P/1muF3LkSksPjM2qMKzch3laJhQfbsKBhzXbqkVAr2uSc+ubB2tn85SMdWpq3DMruCIrfF73/4m3PI0AF+6Afs+dAN+5Ky/xmWjW/B3f/NwPPSqm6DGI5LVjUgGr1hu5VHaOsKncseENHRV8OpGuFxGORpIGWL+jDAChVc4sv2plITeMNUwV+hmmvEBKJM0AMnhQ79b72N0OfP0x+/5uL6r4GmuFe1tGJ0l6A5BhTjn7e83LsLelzqoWZuekRLzVDTe7/R7UehO9LHsbwnZIplMziBmEouXGTD8CcqYak/ozgNdB7QdMTUFCLGeKdipiUqur6tAX29gpeMtJKlHQ1klA1HLswIYgMumuQeG801k9DoaqS6dg6zcT12NTT/CMWfxW9//P3Drk0ZQG1vQ6xMyjpZG8MsjuOUGdqTDGBDh3d4gk+XxObHKx04fG6DaNu+Pcxoza7DWjbHmxvgP3/KnuPWfz+CPr6Nan6HeoDGYymJctdgVEBNQICOoqQgKPLDVvVcwyudnI9Mhz2NUO5Uaz92p9DrF232aDL5de8Mb3oDnPve5eMELXoCnPOUpOHToEN7znvfc6+vKzSeFa60s3FYFe+vtyeOkkwcwPwTywzl6/8uNtd3f8l8hJA9AKOS5QiqTxiR2t73wIDAeRfy+toRPNROgOdbBHD6K+va1xMKj0DOEpMefW+npHfTcqDke29Bn+unB+SeZ9zrzwpOCuqJafMv4zjQnvn/IlE0ye2RGUHb48mfTAZ7GIF2Cw/fgdm8SFst2Ak4zamyoyO8W88LeVGkobE0b2BtvjoZYFvEZaD2Ky4HQ/7xxRC9wGR7nQ6RMBs/G1x8HABwy67hi13W9JEYf1mysuhwiGlA6hy/KtaCGIQXzxiQ9qNbpWCDs/OoYHrn7tgSjEcafd3lUabuWKivrWJE3TzQX17ZkaBzvxmi9wTcsfw2z3cBoqcXKaIZd9TRGaP92chbMDMRuVNTRkBCWvDKzQwOHpy65xHogc6QGDMM4Z0JxjEq9HOiQkRG+z9A/NuYsFGbQuKSewpwxhbrwPLiz9mO/nmBZd6i2FNzhu/JChNm4uE8IQduT37ccPaaOcmTRD8xF+CGN/eB8ySrWi+iCmILwe95P2e+yCOp2TecurL5yPOc+U1eh+8oNc5UYJXScE6WBLSP85K85QWy+T8QX0aEBg60DGmr/PrEnk2EMS4XoVvQ0MJRpgkZHGeGj8RMj39usmRMcevhS/md0OCCXnVxL5htGDnbJwzuX9AMZkSmLr2YXTqiLfj+EHBYvrm9lHbN5GTyouQvnH7wH/vyzYp6GmVCUiHLjZjCsJ0kCHSA7g7lxtLqXM3Ii83i6/aO2G264AS95yUvw4Ac/GEtLS7j44ovxcz/3c5jNZid8reofoX8n3f76r/86+3s8HuOqq67CVVddde8vbkCQBg2YyqGuLLGjxOqyRAEK46GaBuBchkrB1cIjOuD9H+sWdfAVKIWIRZaJwotDq4VC4pKCLTGURLOpA47ZBBrIBhNvMH7NHTj6+guw63OHYSYNqk2D8VENt+bhjYI9ez9cpdGtVOhGmsZUA74GeT+qQNXLlc51FxI5WYCp4IEr2C1Et1nJ4PHEoHt5WEWBRj+dV+iCR6r1FWbQmPgWMflZsFwoAF547ZMXTCFGWkTORTQSszohqTowJR2KZ6UHDo8BGMMg1OYEW4bVBTKFVs7JDIYEc1A82YvKa0PO5TznRjQUeKwDlcH5QFCF0pk1Yejk7ydF0bEXGCrg2jl/hBLNJV2xpDpVlg5bKA/rNLTyVDDKV5Tw6RpK9HSUIO2Vgl1yaFuDc5ePBajQBCPTBWhBoqaOHnyvsqrgAK1XXj88Fvbs8d8lnGDmDaaeMMyYzqAnBCcwU8BMgW5G9JA0h5SQzPSuMTmdDV/j4QHMXIVN12DNjWms1kXKamVNTDj2mwa3H9mNmTU4PNmFh64exuqT78T+pU3sbbZw5ngNAHBBdQ9e/NqfwFmfW4MfNXAjA28A26S8FR8oRoeUPetpbyhfJvCruP4ARPx76cBZNVsBvpPm1huT72eea+0pIdYrtM7gyGwF54+P4PZuD8bqCH78se/Hn7zxMTB6EyvaYY82cI2nyNXqSoo+s6xWIfqs+hGNqHzToKPy1ouwISQbh3oC1mtMmfOf88dELY0EJZNGRiCfCIQhRvmUR1YlRZePAB/6JZ0iDiqSjaQJFltP5z8VgEo7JEgvogyPkVrpONNJsY59BIQx1DcOypZBNRdpi7wOgqzJa1H1o+GlU0M6nDhy2nnKaZi4Go988efw8TMfhQf/7s3QWx2qaYNqy8NsKagtg7s2l/GY5i50e0YwRqFbqkQkgM53LSJ8HImqVaj9UBiI5dhK5wXNiwW8ihTUmcGeRaOpdsWWrbHpGrS+wlHX4AzfUY7ElCi7URnKSaoNXMOoC5Cck+ed9jC6n5juOITi0lmivIjKOcB1CluzGptdg2PdMo7aZTz/nE/izf/pSTj/xzex+zMdvDoDt+8b4+Al67h0dCtqAK5WJOcU4GoN5YOeESDaTPs8C9FbLj4M0J463U6ddu2118I5hze/+c14yEMegs9+9rP44R/+YWxsbOB1r3vdCV3rlDI0/jGbV4gHI3OqK0U0iRo+JC0Sa5QK3j9SyBCKK22jtEaB7vN7yj4AmaCWoUMbBWgfpyg9ZhKXypz7rTd458V/gm858HKsdqGexsyh2nTxgOl21SScJeOMSAjVJkDJIJIIlaPCRnxIxQ7l49iRG8KhdGqISRFRGjC1JQqvoe9NqDzcIg5WHKAlFIH+zeNLDCcZdKoco3hr0AMuWXRU+a8deFClJ5Q9Wz55RDnUTcngMcs0zYm0+KJnmHIJZBEs6tCCcQ60eVSXQK4ADA0zRtwg2HKYGjFGJTyUV3lkJnQvK/rHUTtW8jwIIqEAX3t4p7G72sJYtanae2B+i4dvGCfpCgsSPbMx5v1iZhiGtM1AnnfvHNVVcCDDOLAPJYObF98cY1b5TKGduCaMNae3hQfBdGYa7aTCUbMEpTz2NBN8y9nX487pKlarCfZVm9DKYVW3OOd9twCdhTuwO3n9TbE3gLnz4VWgDJWODyGPwodAiJ7cQGVq28yN0sNuh1eQzxw1mliqMr3pRlhzDb5j1xfwry69Aa23OOYCVDLknqCpI3sTG3HxAar+814I7Sz7hpRzBACzDHqSHEJJAU57EICIdst8FREpL+WUvP2JussLQ49bFgUZUpQV21xinqLMGO7DiXbtpDz/gxcqfgIJdguDXzj3z/C0Sy6OFbV166G5qnarMJnV2K8b2JGBmlE9qTyvAdGxpJVHrVPNFY5u9IyugbEtzG0r/+VVdNRYwT7HL+c7cjK2HSW5O3IeukrHde8FJK535onnmkVZizUcX7FuEDFPMVT0seOv4TWPOow3Tp8KHD2Gpbv2wExG2FVNsaJmaBH6wRC94I0r5Z1SvhcFUybI9vtBk46IU6H9Y/XlWc96Fp71rGfFvy+66CJ88YtfxJve9KbThsbCFj22iN77Slssm2mo2OqgjEteg4o8v04yOmhQpdlAkcl87gYeRina23oORGGgsTLWa9LbFwVAEkadp+JDE19j4mtM/QS6Q0wY0zML3QY6Wu/havq9GxOe0wU2Laa2VYq8H0zZywX7tApeZmlsSeWap3bOau/BbHrjIk9xMjIoBN56ZJWkE/4ZyWBkhhLl8Mg/+de4+MZpmHsMCl0OiTMbExuJiiE2wLbPSyopOzIkiubgdpTwxgo2/a6DgemhresdDhx6X9RiPkkcp1DAkc4+vsqOYSY9hVMJRzfXRAgRqAANzLzGPAbHHPicswDMrIkwoknIR/JtCz3roGc+esKXlqfYVU1xoFrHv772Rdj8y7NwXnNjXPMxJyGyLPkMSsOsXDQGYeiHdarC7/xMpo4KWVFl7gaYtVCTDtWmQ7WlUU0AtWVC7YQO3/PJ/wfqg/vgzZGEkc/mMDkP2DiZeUNF+zoLPbMws4oiJjMFPQ15EVZj2lY4PNmF1WqCFTPDLjPF/moDD2oOY49W8HUFpRR5PquERY8GOQBt0pqW1JxOPlxpELjisA3rr0cJigQXUspTDZ+BJaQ8Yl6Lcwqto/ogE0ey7ahbxl43xR49Qw2DsdJ43P/5ERz8hIcajwMcVOTScQ5CdAohwusSCURf38vGyUsgeMxZTjufIG29Gj8LGs8FMXAF6FTGkNeHe0YY2k5uokCbWYnkanYYhf8TdA4p2iuU69LI0Monx0QZzj1Jo0Eq8nwO59FTn/2MrcDtq3Cx3PAnA33iaW/42QxqamGmtCfrNYrIt9PduGzyI7jAeXQrFexYUYQvFq4NjijNuUY+5l9qEdHoGRnFWGjaBgxaUY9GIhZYBnSB4tZ5RYX7fIOJ3wqf8ZSnF3MRVRYRk0QIXvvwsUUGT5EMbkEFRx1FF7tOY9pVIV9qGYftbhy3Y7j1DXzlpx6F2aEWD3nQzdhlJvgX7/rXcLXHxTdtERpkZBARBcWZKiPJFhqPWbkR//M1L8QlV91yvzE2TsUmi1MDxMA6Go3+Qe9x7Ngx7N+//4S/d0rnaPyDtiBYWbgZ5dHoDrVyWNazABMClPGB2pZhDsiSJ73xUCaF4quglNMhoqB0EARmwHO0oDkg4F69EACynoYSwjVPgpv4GhueKDb9dArMWlJOpkR1qzx5+liouorCmVxHw4vk9ioo77XqgrERPIRKIRb8woBXZ+Hgwnh6TFrsyQkc4s7E5OcWimAylioC9xKfkRIIDTwe/nNfxejLd9KBzTC3IHC9QqgVgEhHzLVPchpFceAjCcgTOldPZF6Esq2K+aBpS4XLvEeit5WHwxyPqmx8cDO7VulFzRQAbJvfnoaaKZqIXrksh4gpL52iiIxNYft4yPauQR2YOfKDzHwV6sWMyJCeBjiRA1B57F2aYJeZ4KA5juN/cxbO+fVrAiNLSraNieDByyaZkbLnEfNIwhgj01JSbDpnsOkabPgGW7aGn06hJlNUWzbANIBqS6ExVJm7+V97cd7/vJmgMmW1XIg5C29aKEx8Q8pS26W9PKWEcD0DYBWcI0Pj7q1lTF2FJTPDsplhf7WOi6oj2KPHlPDK7DSmkGec+CrgK3K9OPZqe1HbB4j5InLdMZUrG/A0xy5QyYZNpPWwIuEB1bEdSrSaDFHbcCOs2SUcdSNsOgsHh2Vd49zfrLH3b75KSbHGDFD3ghwoMhkcpHgP0WqWuXBSLkliBq5OnyJzKPZjf3jRoIWnY4HrLA0RhhQKWTIaTgxW0jNOWEkuDZpQFVyHxHHOJelFb0/auNj+i3IfJmNjALI5YARaJ2G3hohROg1Mp1CzFmazQ73pMDrusHyHx74vAA/6NYqidisG3UjBjsJZWHnAeGiTnJASrUDJ4Co6C3YapXHFWAbzDn0gevF5rR5yJCLkZlnAWUjoa+ZIEc5QOrOTwcmNIsw+EpIoy3K4n89iO4OprbBlGxyzS7iz240jdhfc+jpe+72/hf/1jF/BL1/8+1jVEzzk5z+Nh/3MZ1B/9XZKsB8FQSvXNJ91oU8c1bh8fBM+9s/+GyXon7YzTrqdf/75WbHqoULY96Zdf/31+JVf+RX8yI/8yAl/94FjaADCk+KziAYrnD9767PRfGE55lg4w54DZAoZR0QkG0gDi39/67fCfGGXuN/wz4VeBoaVCJal0gMccfCB05/YmhCrd0aa244EHPfbMxRMQKd4bByh0YoFLB3KP3TDc7DrBpV7ckpj40SaOIyz8SBRonKSe8wH8IWRIW4cPbBeGHjMVhI9dum5c4t0xNwKhpNybCcTvVjYFugNmbKO5OWOBP1A79Cd1xiPvrD/YqxDn9sJzeM8+BQgq5tHDWHAI47o/vJIa5yZmFpf4WB1HHd+3yOh2g6jI1NUm3SB/eNN7DFb2KungW0lrYFUwCrcSuUFzcp5YEYkqVjLuWbGN2ZIu2DpCI58z2Ni5KGaOlSbHs1RhWuuOw+v/sx3YOUOylbi4p/ZuhRznDyzdYIWOIKAMMlDlAetgp1pWKujDKqVxbKeoVYd1nyN5177XYBzpIizUhILNfrM4ImUqMrF56Wh+zBOOWVi/Snlo1KexqMHiRPm1dHg6KYNEc5N1yQmI2hMPNB6h+de+3yMjkz5xoBRESIXDUuRRNWvlB0goUOtXJehUY0TirqyMyibhzktsilF73hYn8Cg8u7Fvwb34pz7DMnixJhUCjMkAwcAQ4XYyRQ/plUmFxfJ+0WGUOnR5j6cdONzA/Is5ORpTZH/cA7qLlTUngFmRnvINRp2pEX+lsrOQwoWJHbCWllcdeQK/OUnHp2fE9kchh/byMry7FNB8eZzkCJoJjjdaBG3UJhduoWtb31MfjEB587WvlhDpeyOTqcC+qqkvsGsawBap7Fl65ArZ7CsZ1h/4TfhgFnHqrb40OZD8bpPfht82wWa6YpyORFypXgfKkQ0iBUyAqDzYaTIqaTs/cDS+MdmkDqZF6gItixW/apXvWqw+z/1Uz8FpdTC17XXXpt955ZbbsGznvUsvPCFL8QP//APn/CUPbCgU2GhUzTDhmJ9HYxyGKsOn3nbo/DgP7sxcrLHJCtWzCtP3n/lURmHxlhUysaCTJ/89ctw0Z/fGKgLVYJPAXMFa4ZV9ECgq0GGiRb4bKbYbIPHb9M1BOPwBrqliIaajohyszHk1UWAgFWArRXsSKXkN+2B2sEYMpq4+GCjKNpzxy9djHM+9TXCQbOxIg8OYXxlnhMfVFw6DXrKZUy29YI21BKt38TXaKHh25YiGm2ovGw9uAo2CytOWif6Xa56jUBpigwmUulEvanBnjtiKJKJkuXzKuleY/I5P7bCaycfaelZ1Ats++jhSj8oqgGih/XOU0RgiBo2fIkO3rm3CN4wPaBspDFL5rEIfckG6JOCKQ0ecViy0sy0l0z3yV60LCGYo1V8DVFdeaMb4Vi3jI1qhEePbsUbf/qX8fPv+27o2+7E8vkPxxEPPGL3bXhQfRjnVUC37IGl4Mk3Ya03qlcvhhwFaaLCUqR1IJLt4/5zgLcas46SvJla+tt2fxaP/I+34B1/+Y0w61M0IwN4YLSmccY1CstfnUEdvwd+aQQ7rtCu6JCknBsbRjs4r7BuR1hzSwSXc55qaUwtqolFNTURZmE2Nayq0DUOS3ULozx2mSn2mE3s1hN8ZXYmzI+NANfBjxtSpirANsicDezRrrSjJPrQKBHWxLwgT4kzCERSFCUMMgmK5GprydAwKjFODa0/hO9qLvrFC8ymQmHWa6y1Y0xGFRkZrsYxVcOoFvVLR8CR24FRAxgNVxu4Udr3lNzrY70jo3ysAq8D1DWuaeeTE0XsG+XSXmKjf+KD4eMoKtcrJtobKssNh0ax8wbsqUJkgJMwz7Cp+Ls0n0MQnHnTm0OuyMhh2ZagwDGaqbk7LkbnUy5JyFWMkyVkRoA+yZaxFQ71uXRQDcCnZJMGXaaYR2IUFanRt8I5uOEbqs4+CZH9zRnq4F3XYzIuJvuI9trVFM2wDWAbD197IkUxKbpfqw4NLP7gz5+ER7zp5v45IeaE35L5EATv1aH/uXGayc5yPEG5t15j4g3e/c2/ih/b//1Y+Uh80MmZptM68iKSASArVMnN8XnMEfKOyCZYx1AWBGW0lBB+dLaE3fUEm3WDi5rD+M6ffT/OMZvYryu88UtPwSU/fRcsAL17FX5lKegclJxuG8XDpUR749FZE89FYrUSZ6Jb4IE73RY2WaB6UfvJn/xJ/OAP/uDCz1x00UXx91tvvRVPe9rT8M3f/M14y1veclJ9e+AYGiq9IlZfpaqtWnk0ax7+2HGo/XvTIcACWaXfZSieE4sNPJrjHu7oMegz9qd7Ags9QdyG8jQy+RCFUlLCZAK1hcLa+Qa7zz8H/ujxyIqSHYAqwTZSIjiPCQk6JSAUo7un8BubwHhvNo+DXqrtmi9+ht8jWxFkEUJNSgBDbYRCyhPKUZcGjvDf7LUt82PEM+fDkL1VHKKfxyLyj9lUcYjGxtApAaXZv7oBdfkjgNvvGfS4Dik6C2knxfPLPlZ42U+mMUUjADiIHCQ2oOOtkrFRGitOrnOkInmPqj02Hn0O6vUOa+cZjPds4ox6HSt6inevPRjNMQVVVQG3rzJ4SmYA8hoPXt/Y5rLcqGhfUSSRPI616vDY0c14e/fYSMJgJgTrqtc7qGPrtLnqCr5K67JULnkvc6tVBzzhkcBt9wTYIaIioLsEW+foF0BGdx1obQHA33I79FkHozIiq6SnSB9iNGNR60GLgHAR35s2eS1S7qVWNuc+2TUD21OsX6HiOrIe8LfeQbUoxqOo+HmlhKJVvJAbz1numbi/jBqXXe3tpTnj8OJ+NP5tPP1AkqdAIfRPfg8CKWr77rUHo767Skoy3zu+/MD3RC7AgPNlUbtmdgbeffvlO8dghjZvruZOQdiPHAFvPREImD0t8KiHArffHcgZiO7dd1RfgutHOYOY14N4DvpIFqOFcWo2Fdzhu2k/zYvwzDG83AL5kg1HrH36Hq175xXOqzqcvXIcE3mNsO576ycaggvWTuENz84gIYfZ8GkZPQGFb1i6IXI6TKc13B2HY+2wVKtFyLpiL/LY6OcDC1RzKrSDBw/i4MGDO/rsLbfcgqc97Wm4/PLL8ba3vQ1an9zzesAYGpyLUBkXKN98pKZd1VtYUR1BpeoKvqlj8iS/UmiVMJzsARoFetxaOfIOMV+90XlIc45QBxAP0+j1yHIzAOawj958m3DMDLXYdDVe/MN/hjee+Ww85LV3iyrhwbtSiShGjNCAvDhhPI22GBkaDxXr8ymBWAvvFjepsAw061mZ5DGxweCBOF6m9QsRjeAp3ggYdd120J0LxZc09AxQloRUpRxGusWy7si7WVeUFFqLsarkSeHnXgu4nFY+CEdk0Zp5Ovq94eIH8kNn0LgRhw2zLQHAf7j4z/EH/+8TcM/3rmQHRAahKjot8d1KeXBtmKwNGBtZdXhWJIcGM2AgSaNR5ml4pwPGWBiONqwFp4THUgGOCrdNbRWNjONuCbcGqtPnvPYD2LQjnFGv4fz6bhyqjuGgnuLl/+15OP/vj8Avj2F3jWBHOhnWYb2jcnF+iXbUk7cZvMdo70mPvbYKyvpIqzxzBse7JRzpduFotUz1d9bWYaoKFQA9G8OOSbTacw6QF1ngljm6yMW1lAembYVO4H3Oqe/BZW+8Bp/7Fw+j+dLUn2bdU67VmBwFRntMugrWKyzrGc6s1nCWWYeFgmI63aaiol5NzjgHA9r7Ihmc6TwlQ1KWwIrkVY7rJ+SP8f4CckY9A0UF+4AEAUMyeJRDZOrK8zQqHOuWsMdsAljDWFlScFwg7DA6VANnYosgr0VCOBF3uAwKk1VfD2QZ+T5KneusyZ7LzBv4rksOkKEWlLxKJ7YpLvpWKxVojnXySgPJSOKt5NWgkRGflBTFflgEM+Tyf/zK83HRR47RfLHhwI6mkHPIET6OEI90JyBeyYGTpbeEiEROAODxk594IS58vUKFu3pYr9zAEU67YgC290UI6Cy9vFPiLKyIMMI3+P9c/l688T8/Ffuv5HzFBiZSv2o4o9CNFbolBbsEytFgalvjY3RvybRoVIcGjvZfVcUzMCNEEWdgWfgy0tuWY/E+CV1PZ7v3JPcIlqnj2T6TrhARro5GhjCwGUpV6hoSphRzNFxitYMPtbesihEN1+ooh9e6Ee5sV7FqJtg9msB6YOJtpHJWS0uxCKWrdNyHThbP5DUSordMGW2h0CIkae0wp/W+bNHheYq0f6y+3HLLLXjqU5+KCy+8EK973etw+PDh+L9Dhw6d0LUeOIaGAphbWlLT8sHKzBzQJgnWOVa5DtzzKZohnrTqK+Mn1+GUgJl7G5JnNW7W4O37vtXP4v8985mIVTYLLHFp9GRjYo8/OFLT51OPnth7Ma4ySsPFgaLn2iW4jT7rILwmJY+NLW0RT1sWntdMzwYnq3NCaBxfHvnvJQAbuN4z20kE6h+0+eKnaFy86dLmMH7s0Afwi/658X8n7ewcMC7k+/eqCbgJN+c16qZDddZB4UHzUUHiQ1cB4AiXC3h/G4yV1htsuBE2XYWX7f0CHBxa7zDxDpseuK7dh/2f24S67W7gjL3B2Ee+3rWPyg23Ho69VB49snypBAtLCZvOa5gzDwammxaqqaAD/aQdmZBDoBPdI69LkSNRUpmOVYtXnPF/8EPmEqiO138oxtkp6lcYC881Ucp2mHqDa6fnJI+0hFZkxvQwdKUs8hYe4uLHfm82jRdLz/PtZLR2gJkvetuVIN5AvoZL47ncYAu6HJ936Eum+PJcnOABP/EGn57tyt9UhcMh6vbJSbCozZMB8nv7vjSFvul24KwzsjGnCH34DoRRpByY9ltGXuJNi35KGOL0yBLUxz8BHDqLO3PvZKoYYxbNFVFPPjNaX+Gx45vx3PM+iw/bM6GsAzpH7IU2Qf+isSVzFcPbRvtIGMJ7Ic2ByuejXHMnMR4e05DdyuvOep9T0/KlRE6GL9b+PJ2diGfSTZVwbMYcDU8OIOc00dwKY85CISKf+aZG03qhJKRsXko4V68/XhOca94knG73Sfurv/orXH/99bj++utx3nnnZf/zJ/icHjBxK298NBIaQ/kZS6aNjFMrmryMiovhBMUgeR6RWCkCDWyjrahI7IKXkDecSh4GqdgPtHiI0ak26GFTQeGBozwN9uJwka8NN8KmB3kF2+Rxi/s7KluItLZeenEE08ZYt1SkCJ6MLWMSplgVgm07bTd4TiItrS8YpCzZRSzMmDoUALpf69CdtYdwtoE9xGwBekpK6f5mA7fN9uJ1P/f9gFJwS7VI8kvjQ2DVqowNuNv0zCKWeAB7K9uQp/ZEGnuIZY7GPJrblOcg4Ees7Lj8ucqDChi0VVILBjSQlJsEM/PRQwn0vZSK3hy+bPQA5+9b6Ah5+vFHfgBfu+oACShLL1ntOq5vqwJWn2hON7sGx7sx1u0YG67BcT/CHXaGTW9h4bGsDVa1wn/8z/8P6juOQe1aJpalGI1EpK5kA9QYgggyqwzBcuQkBgNf5MLAUb+6TmPS1diyNdbsGEftMmYw2PwNA3/oALA1gdqcQm+10J0DlIKtNexYo1vS6MaBSrNQCpj1J9bHAdWSUa2FmsxgJh30NEQCxFigPOpAs81Qwl+85Z/i7T//HKjxGH6pSYVHBbVtTHwNOWt1yDdL9K/Fw5ynLEZfxDZywOfrLsPbs5xz5KVm9h1O8mUFcuIN1RvSGtAGPuTSxSKILN/C2LxhqtI+7a7sO5AM3syxw17myIhncqhH5t1PF2L7h502tbIwyuGPjl2On/mZHwZHqLL8DAz8nNcce6TZaE/zWVYk18oFAgAdmbkcs4+FHD0V1tDIdKJAnQ3JvcHxJmqvSAdVzujFOW9z5NpJKeVpjCwjYrKyWCtMh0zOiBqbtoGLDIwUFWdRL5nJ6Dz0cJUHaoeqtuGcsKi0C3MRxsSFeCWroZgPtullywzFEn4oX+F8tHK9ucSmRf41hYwQRDae2yKasXC6OUejYJwieGaSw2xkTG2FTUsscHe7ESbepy1kgt40quGaJG+g8uWgkNYMF5SM/7OJwOZ0u+/bD/7gD8J7P/g60faAMTQkbpEpTknZJFxzjeAJNybDNMsN7MPBnGE4QRCTmt1yikPihadqm5YpsF4oYeLgU0CUbKUnJ2LhffBGMK5bNK8SZp2yMZOHN27+OC4XqBgRQ+hxTDs4MOzQeCQkLApZBaYpdAFm03oKtP3hJe9Gt1IRpWkbii+15NHVipJf1+0Ie971cZrDQOHp4/NLxhCH+CMkKDw7zVjkoXZvvHCi3Ru41RAVZ1QyZFK2+PeQdzl7ZwHrDf2bjaIT73eJM+b2jOUv4b9c9oeUaB1qaZSY4KR00jpmKtkuQAhaXxFM0BtMhLDbcB4H//haYGuSnARFcTwJXSSv5TYHWmHsc7+YuIAVz1mIaLzr0neg3b9Eaz3AFuF8UHiVgGEWCtfAFDOlMYBQS8YCnYO2CdbFjXOrZPL+F+86E7v/8OPEACMZp2SkL0I9hLKoUlE5B4V77GbPw5gpDfys4pT1F1S2DspET7kGgBjdLNdQZKILnlSlVMKEqySnpafZp4uKfDqHwQiBfKtQAKPRD5U/F/kVlf+ULeWFeHxl4wzsfuffhX6pwfMhjWHx3pMe6dhvOaQgN6JRpdNcSbZBgpe5GM2uVRf7rZLF1M97ww7lRDxvVG5InYBszQrKIRmoMsLYeR1y/KgOk4WGahraOwwRkmtZGAlekdGlDJ3tTIrChpOGzyIa2RjEXuIW8zrARvuwmpVFEkSL+Yrie3KJKpePA0A61zG8DoECjiZ1BAEZjQ5Ant8Q0eicjjBWrt0lCaKUUkBlYm5cNj8Dy4PzW4uB3z+qg/9DM0b9Q7xO8faAMTS8AmB8xihBzCrkvRmpKlSaNXQ4h4qh0vPDORrMYsLF+lgp9zGfYUgYIb43v7gdAC+rJyN6O6LHNwpXJIpbbxK1nwdh4a1N+RFh/NHTF2EUCHAynhPy5JhgPGmEMQVY0k7xkynRq/ePqFCyZ4p+pxBt53UMz5IwC/USZi30tEO15dCseez6GnDmrnU8a89n8NClO6BXV4lZp5KUhUjwFE2RLMIgW2FIsbKldjw2bnYHm1sywABJ6fDy8ObPigPHo58cvLAt6EpWkZg6FX6WnU19XtjC98koSGs0679QFIkWlMP/GtEjF/N18leM2nnmyOdkYIVNNwo1YyoqzAXgfRvn4Lv/+7+nPTdqYn6VDV61TBngpSzgHgwVGRyqHFeMyAVlxhl0Tsd6GmvOY/ZT9+Cub70IaDtwYUIX2esKfLvv/84KG9XksYKhiJwfqiNDu1nzMFNFFLedQWtN9BA2II+sahqSZXUR4cs86T46X6RH2iiH69qDeOrrXwl9fLM/MXOWSGRKQsrNGZ7XQunLFHvWN3R0PLCCH6EjouhklpgrIwTCwSBbrJ3DTWbVS2UWqT+8BovBElRTOqP4i2FOJfyJWO48EsPdwPe2aeRYSn3n9ZlFhcL5IA0qr1Ugy9ACRoj4uw5QIf5OrbpUX0gacjLnkJ1UEAZHZoXq7Pnc2xajTUIJpoiTqKYt6jD9k11fwlff+iDaO5agxMrl9WBilJ/Z10JNGWYnpFy+UF9GIZ7tg7l84rkvbENwaCA+Nyk7Ocet9RWsL4z2OUn62x0ZlDg/oOB7hJy5tJ44b8Q66gfV1KgxC3Pswg2jhzuEdGT9sShaRcfmEhwMhYROt6+L9oAxNLhCLCeBs8fBKEfJXuDDSofQaO4B5IOZczxSBMAlpVwJpXWQxejELM/sQOav8nkoPG0JaqFIYAQqyp6lq4rf2aOlkrc/eWM81zZDrHSui2vspA15RPmAFMpFEqykUJChEQZrHVRrYaYW1cRj6S6H1WaCR9QbOFgdh1pegm+qWMk9hcVTJegYhQo4ZA7ZmhN8JsAcpozy4JjTzL04eIcwuvPuOWikDDFGlGtCNF7bJ9K4O5E5RUbb4oeCgeeRK3iek8JVTLxmBivO0+AiVm04MD+5eSHO/pW/J4WoMlQUz4hcnTCuFNXIJ2whBl4aUbHrOX1vqkis8f5HvRvHHgryogbPHNPKEgMW8jkeeHYcVaC5V8HxQUqb8h66o6J9qgMlbNrEnhTrNWgfjJOQLM3yrFAWWVGM9SoZzgCP29s9OPSGD8NvTYYP/znrLlF7psr2tvzwwJSXEc7cWB2IJrBSI5S9HrRnTt/6907rMcerF2swXFQxs86c+5T3jJ5tAdPcSbSbP6FR4PPFmVAmSGcKXZB1FMKjXCFmUmTDLJ6LyJOymfY7RsF1f16l0b5wH83xtu+4NpE4+5R4lc8o5vOEnLaPf/OvUScZuuuQr1u5VjTiuZ7BweS45jwzvoZ8XgvZwgoju/yolN09Y30gV+pEGRMt96Ew+FW2jiAM/1SxPEK5vCgkK/qRdCX6vTSoFj7xf0DD9HQ7tdp9ami8+tWvRlko5NJLL43/n0wmeNnLXoYDBw5g165deMELXoA77rjjpO7lTfBYKGLYGGmLZTPDsp5ipCwue+e/xYHPTQJbFEczcsUVBoRpDl4P9o4n7yPSZikgG9t6GqBY445ej6ToiLCmF3zbwdNmfSpW9OzHfwZffvU3DOPofN4fHw+aMrmdQuiGD8Ri8+dQFMwVahYq4IZ99CgNwWUQxjO1lHMyccQhvuY0bvs3U9z9lPOgNqcw6zM0xzrUGw5feN/D8IT3/CR+9g++n1iGlmp0YwNbq1T13IRnFvJqCDZnhSEVlAABKfNzxjSkuHuvkrAulTjRtDBsozcpi4WL9THw2CzDAiDuB3FADRg55UEn/06HPv0iEwr5s/Lz2x6cxYVlZfM0BqKf5DogwVrOvbJhLVDIPtWL2bKUE8GHHBeyinmdTQNVVWAyAAgDI7IQGYRcnVyRAFIBNxXWKazPD3/uX1Dsae8RpKsNBQU3fYWpb1MiJU0E1YBpCQcdPX2hCjHJJHL+ckSvcwYTX2HNLeGoA67/mTHWH3EG1KSD6iiqahvANYBbclhamWK1mWJZz7CqJ1hVLRpjoZqaKu0izUWMZlYpOhujmaFIJz3vRHGttjv4w+ekAQaAvMHKD0IoY+KtwIfLNcxisPM6riFZ/yJTtrSKhpQca1T+lM+gZYNRlkLeype1Osra1hsYeFx71aPQnncgrpHIxsQKK7MaRvgNMZsZ5aGM6Rlug97x0AUX9j71XdGaZzhQQV+ugmJofaqWXSube7wDQxfl6fksyj/SHVb0FCuqDbWJdHQuZZEQ4XDKYXcUUZPe/6ztUIfM6LCjR7z4UHg+KfJJEcZYh8lrTHyapzIfTs41yX1PQRggRneMcgFWzTTwARYdCxmid1ZkcnOR575sPsi9aNhK+vqQfL3TCHfcu+n+ve+6IOt4fkLdICmPYRV8R7ApWYwzwadMZJ1CVaX9bFN9GdsAribdi8cZyStCpM9CYcM7igR3c+rvnEptjqy4T1+neLvPIxqPfOQjcdttt8XX3/7t38b//cRP/ATe+9734l3vehc+9KEP4dZbb8Xzn//8k7tROABYMI50h1GgcW2UwyW/cgvqa28G07hGjL84QLxK+G6uosqJfjULHp28QDE0u0Ah54qz3GKRoszry/9ESpj0qTq4xA+/+tD78dLveF86jOcYCuzN4nCxjGhQ3opg4iq/ewLKePiHMKB8zyMFTuqLRfsqzILy9nff9Fbc83AFtTWF3pyh2uhQbVqc94F1XPIbx3Dx2++ihNexgQuFCCPcjZMd5cEv4DIawRO3DTe0VKIGcyZkmzMFErIxLwk83bB/Ecap+9LIyL4XurADo2Aee9i9dij5VAMDYOVICUMpHG49Yzr95GRP5zSmXYWJrbDlmggRlM/AeRWLNWZwFpACKCFDTAghWefY4NRKsWYXDI58DtkI8lZH2GIrYIsE97Nir4bnxMqSp7n2MhHXIJ7snPjcelKWjtsxNl2Fzz3lN7B2fgU1nUFZIpxwNeAaDzW2WBnPsKueYqQ7ounWDrWxUHUdE3llRCdR2wYjJ8yHVIoBge3nPAilemtuUHcJbzIUK1WFT7KNDdxoXEpZEKcvzUfKN2CjpugIK/rZe/ys0xJPVcsHEnSd740vFoXjZ+3IcPvSs96MycEmfTdzKJHCKuG5Eusvle94TvDQGaIT3nDzZI73ec4B7x/+nsDUG6T5BhAIThLNMeclVJqo3lf0FMuBsp33VGYAZS8f5jMl9lIkZIGBKhT7Rc0FmKXKHCtpvLygvUjYT44IIg5ovY9GmTxTywiYPMs4d8uI6HfNRmtJiDLnHMwKF5Za4BwjI0ZyPYshNWwU77SFta+DbOGoXIzGew/vXMiZ8ynvg+VwSA73HVEIy7NdGhrw4VkbTesyGhp0HVejR2/LZ0MdjG8AmHoAoUDv6fb11+5zetuqqgY5eY8dO4a3vvWteMc73oGnP/3pAIC3ve1tePjDH46PfvSjeOITn3hiNwqwp8q4UBG8xVh1wUgAYAx5ASsTvGTImSmCci5raFQ6VQU3CbCae4HuTeNzLBgY0ujgYjqREpaxzH4gzC4O5ozlJDSulJyq57KyIRL5yoTAbRrXBqH7s6BH9pK4fD4sZi4xT5HytgXdKfjJBKquYJoKyteUbKsUfFPBjSrYEUcziiiUMDRiAnjwVhk5DrI6thlT7lkctBf4PZUnoHPjKFHJgjz3nqygQ1TbnWeozDVyxOel4TmkQBSXyfIXuNNDit2cvjPsqSzaR5TFktUp/eSQPR9wXaA8br3BphvBqKTA1iooEjrBWbxWsShXb2wqOFtFlIagOT55YpG8enQIp/eoWDflRSQoAVWvdqDv+K7LGVSkw2GoeRUr+HbOiGsqXPKel+Kiz06g2g56ZqEtGSuqo4lbrlssVzOsmglW9BTP+/QPwb3vDCyrr4T6HSk/JE8GRyC2SDWFZBFDo2h/ZbKjNEqFcVCuSE5mbeT6AdL1pIEpruetgnccxUj/dGGu6Rmmh1lSw2Y5GkhGt9yHLB97j8OL5x48vDLZeBqpPV2uvIf7uVj4jZmuEuGINOLkGTFXnsqxQ5GBDYWWDTaOvDkPHdmCFCIroRMGuQIl6tZBRlaACxF+ZcgwHQcGRs7P0HB54UsBU4siDtJoF7lOysecvu2i+juFT5UQMemkiE43L1magoy2jihuyyhldnF+pfUfq6rDJbQC2Djsj4cMTBfHw4a6YQ9D2eQY+C3xO1G+9o0N7wMDYAZ58n2ZHu3n/r2d/H5wqiRZh5A7GSK8PhFgzBw5Adngjoa/dcB0Bqws0fwImKgOeR+ho9m6ZuRC66uog/Ulyen29dDu84jGddddh3POOQcXXXQRrrzyStx4440AgKuvvhpt2+KZz3xm/Oyll16KCy64AB/5yEfmXm86neL48ePZC0BICHaRlnYUqugaeNRAwHebJFQHjA3C+ucwo1pZNLDQGbuGCOWLw6SEp3Dj6p/JKxWUsZ5gTZKe8xo6p2NUhIVr9BwP5WiwshH+lh5NPhi5NoiOWhl/sD/f88ZEilf/C1nCmUvjYprCmSPvNSf+TryHakFY8ck0UofCenpWTQW3VFHCKx+iBbVtrBESoFN1SHgnNJwQ0r3B9d9K1cv5DSnwxTyroTlRxEASMKy9w7c48Ba24pDK/iUuakpFD8hybfL7iwTWExX4xceZAYYUsyRmfPB6Ucg+fTcSBNCXU5TLUzSE6R4nvhZjI4gOvE/0y2FMXPk38z6GMbKjgD3NZAj5CBP0IboRlc5irm0wiFtnEh0tJ1k6JKYolwyN7ZwOJkALWq8xcXWkBn74L92E+urriHlt0lHhQAPoULRyuZ5hybTYZSZYUS3aD56BQ7/16ajoOc5bEsoie975eTPTXKwIDTIwlTF5J7cJd5V2eutNWv+lKBLzqlgXC4ZmyV7FieUcHeP8k9ikp1rO9cA+6u2HLD8jySVtg5wF9WdmDTZtk77Gt+e+hzUHlcsbhpAZpMrkdEOhuKvcaCubDZ5o5zVaYbArj0RJKqCH7LQBSP5QsrOO7GeR4jgU62sqi5VqhpFuo1xslO1F9zPDKKADjPaZ0R5zQmQbWv/zDCweM4SRyyQich+G372nHCVOVua6UtHZFs5B5QRkUzTZL2k4VTp51o0KeVBsIGJorfW3h1xrUTfAnMcc9f7+PyPj2gl6Lnn68mJ9ZKxGfCJ4XgvaeQ+CsQIRbTCzJjpCaHz0rL218JMJXVMy3CEY7A5R99DijGGjcOYNaoT5uR8wKCUGzVPndaq3+9TQ+KZv+ib85m/+Jv78z/8cb3rTm/DVr34VT37yk7G2tobbb78dTdNg79692XfOOuss3H777XOv+ZrXvAZ79uyJr/PPP5/+oTyM4UOVDgCugD1WmmAGWifGKVZSNAQrRVLKiYffCc+FSl5x4XHrtQWy4uj3r+Pw9z6K/nCIxkYGK/GI4WKP5M2RXtWsSeWX35IHhtj4RqXkdoKU5MZT/K74Kc9ymbib3T8aToL1g18c0XChCm/A5VOOxhLWnMa5T78Jt/zoY8lTzBXPPXnNXGNgI7NOUTchPEOZVyMTM3/+tm/Hz7z9n89/VnyYgWEhkkEJMUcjm2fRJF84J/lqyLnc/uDYDqoVlbTY3/nXXIi3LwzGPIdhB2wq3IXCKwcERSmsjQhjABKmVzhCmY1MMsrMrIkF8gCEInlSQwjzKZOfpSJQKDoqHrykkJQJ70OsSHHNhn559nK7KkYfWiBGNKIBGopNDs2zbBJ2xGt0BoMv/PT56B73EPqqtajXbDy8lfHY22xhb72FFT3Fqm7hK5CBUBn4mupMMAOM3BMxl0CncbIXNzLtZJNS/K7EvIQ/JdqM1y099/xaytKm8nLdyp98DScURszJrwBypw6/N2ee+RouYlRktNXHPR+fdcjJYQ/zxDWwQYb5Sod6Lezc8DEPyAQ4UlZfAphLFhKhU3NaFhVkI1bAXlQHqBZQrUbbGmy1lNc08YHeuK7gGkMysg5GeMjPqJllSVmMVYv/dNuz8fPveBFVeg55GjFnMZyJMSLGRipcv6L8EIvQDgyMjOGrXDs+wXJUcLo5l0N72MExFWdPD7Ybryd+Vz741ehNhkVHCDFHabhmSwmjgpCd4sKP/MuX4tBHt4lGA3HRcvHaQfIPeY15l5JhJ6CYG3k2OzE3yM5laXB4p7OK5URAU2EGjX/68M/haz/3TVnfOD8jGtEh7y4ahmKcFjpEqAF03f3C0DjdTrzdp4bGs5/9bLzwhS/EZZddhm//9m/Hn/3Zn+Ho0aP4gz/4g5O+5qte9SocO3Ysvm666Sb6h0ZMeqsF5GmsWqK2Dd4bxIJGiW9cUttycmH0jCvG3+qe10K+ZJun7330CW/FsWds5Se29PrFV554yRuWFGHGt/r8OqFPmQdOkUeC9A5RFTyDy/Q7fyKOlYh3l/1hQRaNp4ArtmRkMCRl4mqs+Rq//dDfw4O+6yvArKWEsZYEUoSG1KRMUaKtitEMH3JQ4jNTViS8O7z/C5fiwl/8eD4/PN7iQAIYCkQeegcyjobmOT43nleVlA0zUDl+p/NpvR6+1w5aNBQGIB9DSvi9aWwAy2YD/IM+4JOX0iIeTDKygXguUwSpC9EDAx9hJLHP7HmX0UhJO8pKnKJBl1GmHo6ax6GKP8RhmXIqjDCAQv/bNkYz0hpPlyojJEPNwKH1Bn/zHf8NRy4ZB6iMQ7U+ixhorcnQ2F9tYKxarIZkc9QVYAgqQ9FYwcRm0rhUiPLS1CWoSOpogspl60bCL6WoGvLGQlG0SPxPFWs4i2yIz6X9ltjoejSzSH2Jhru0forGuWw2hSsCbM/nUVYEo9EpdJaSwQFg4ms4ZinUIopaIzia6Lmw8h6ZwNh4G6IJH/Rwq2wOaC7D+AMcSFkXoi+AbgHdEuWxmxlMW4oMT3xNz73mqC8iIQAbGqOqw0h3wenW4q+/8DA86LWfSjBi3k8ish9JRCR0KnoMeFwiV7Ecp1gC2zI0seEv9o3ia3hBcRujzUQJO/M6jyyK2kPzbimdblo43MQHBmUof1eJ8bAD46G/1mL3X33hpJXoYZbDOdeasx9llMdCBSIBT7CyeEYLAyNCWTliREWC2dlGkCeDf3/W+/HT3/cHPAFxbhVHMZAMFu6edXMcBveHGhqn20m1+xw6JdvevXvxsIc9DNdffz0OHTqE2WyGo0ePZp+54447BnM6uI1GI+zevTt7AYAKRkajLRqRCH673YNv+M2XQ29sUXVLUXCGK6hymBnax6rCXEODoFMOl/3+v8X+z28lj0eh6GTwjQXNA33vy8CLvaqJa37AazEgjOK/Ci9MTtfL+OKgwEVWpr7nsGzxUPQpt4Brg3BibHZoeISIRqqKyiFwLgw08cC0q8hTXCaLBe+sD1WPo8ERnht7bRkDnzDTxWnDkRY5V8Ew81znwyX6RKL2U+B6Cdn3Qr8S9SPN663dPjzst34Mem2CHnRqzpxuRy87qHcVHYoHeZGIKhUAL87P6KUU0a2TbUmxE95YGfLlS5dQGq9CsaiEkW8LA2NuE2u7NPSVouRIybAW/ye8n6Vxr2S/fKpG3DEePIwzTn0oEja4B6WS7lVwLKpMMdh0I2y4ERyA1e+5DTd/30VQnYWeWSgPuMvW8KSLvowHLx3Gvoponp/4x6/Aob+fUqG+mGuWEuJTXgDJMgTFqDY2OhmM8jGnIIvOSngSz8sOZVpsTAoR51s8FyfWpk9KkoRf6iCbsurIwnlSFmSDHzacLXRUHiO5ghOGhgVUR9/3rY5K1rod4ahdJrkYLusM4OqwlyvKeZAsTho+VpeuuNo2z6PO92AKF8spS7StrTdoEZRna2MeELP86A7QUwU/Mdia1rhxYx823QjtsobdM0a7y6BbVuiWPdzYQ48sRnWHWlssmRnGusWybqGMTyxuWuU5PiLXR5KIMBw1VtEWpAw8vrgXi3WzkEQEfcNc7st0DlJeihN7MV6jhAlt0wYNn+CEkkx9kt0OQtbLnJVM9u6AvrU01p3XufEvIsL0hcVj8cjnl42WL7x6PzafcLEwtJFYzHw+594mxybLYQCxvkfoKBnAAw5Fr5PRwj1hwx1gaCCCEnA/MDayc+IUeZ3i7ZQyNNbX1/HlL38ZZ599Ni6//HLUdY33v//98f9f/OIXceONN+KKK6444WuzV5sPAFY4b2/34EE/8xH4zS0KFUuMISvlHCpWwfMXlFbGNGvlccnrbkD9ua9FYTIvmjGv9RSoOYuH5Vakwcs8XmoIkV9cQFxI5QdxrHQeFLAYpZlzHTk+qRwMNhGiJUEmIFSB3cVxFdIgzLgwUAsScN5a+M4KpYc53lVmXDDkLYb3RV6NrH4eBp0L/16oPig8PN9eBR5xFY3CrOKxUBwkrKBWFre3e/Dgn/4o1MZWSiqU38mmq/+mTAYfxGWKAw9AAdlIB540MnYabVPKp3ydmFRcrlkAYh3IWhoAHXKRMUh6ksUhlx1wXkVaRZnsyXU5LEQuSQFJiWuTPbBhbpRm6FzuhTVQfCqL8Qjjs1Bukgc1sbn0IB9lJexiruJe5pohUBGyNPFEiGA98BePfBfsU46R8dISs9W3XXQtvueMj+HC5i4cMOs4oLdwyZuPofnotaQkViYpicx0FUgt4t4I80AwUBvmoTAsuYZOXAjFMFjRX9AcxGecCzkJSakBgNKedl5tnyfE7FULPlYuUa1cSgbne4u1mKJs4f+djtTDG90I63aMCibuv0gXq30wNBKLE0F0Uy6gVh4qnDFMXDCvSaY7yT414aigdSmy1SUDSbeAahXaWYW7Nldw3I3RjYF2tUY3VuiWATcCfO1gajI0mkD1vqKnGCsLbTxFxWLOYrF2wp7i/J5KOCU0fNiGySklE6jvTRt2vOXzFPN5AsTHew8vz57ByRY3CE0Wzxz8ikwKD+OMjho+Q5VHvQgdMK87A0a2fP9Emlw/sl33jF/HPZfUNC+RAhi9iF5ytKUoLl9rFs5m6pvPDDoA8XqEo0ImJ4aMH9jCiDrdvm7afWpovPKVr8SHPvQh3HDDDfjwhz+M5z3veTDG4EUvehH27NmDl7zkJXjFK16BD37wg7j66qvx4he/GFdcccWJM04B0IYEY0oEt2iUxbKeAtpAVVWIZoSkORawghpTGRcPEQm/quEoJM6Y1qj0QLziqZb1Ky/O44M09/zPPqwEyHDiqZhUkRsxBLER3j/5XqS3VKKQnYxR74BJS8rQCC/yCod/eoq7v/MRUbGEgCggJF0qIcysV5iFCqTMiT7xxPLj245u4FPfEva8gIfwM9NEWVgbmw5EVqbUnAGwwBWC1oPmm5PXpoFD3POBLwVkgNlVRq6VLigahhKXY9Srb3DQlPsEBWAGkgKzmx28RSsTNLUCUrVe9L2LBRxCQgeyu26X5xEdicH4jVh9sT75QBEQKoDnXIUcDT63krERizm6lBDe+lCXYI7h5YuxsrNgbv+BeK2IBec+ehWTbdOhG6AEvkYLjUd/1xdww089DhkFaxkhGbgve803ugbHuyVMwxiPuRprbobZtII/tgZ1fAMHPruJO6erqGGxV2/i3OoeHDQOfqmGWhoDowZuVMPVWuwJASmMNUVInpmw9+sgF7nuC/VNxZ/b6TlK+RjtIUOB4F9x/XgHKJUZlT3FEfSTvadAngw91KKzo+xjWBZDHuqWoVNcTyA8I22JEU1big7AAZOtBvdsLuHIdBlfmxzADd0m4IFuucJsl4JtADtCjHjXxqIO58xYdahhYwQ84NUE8UAhUwtlrIuEA1SockV1+PKvPQjdeQdiEVPdelQTwEwBM1EwGxr+WIM7D+/Gqz/zHbBjhbVzK2wd1OiWALvkoMYWo1GHlWaGfaNN7Ks2sKq3sKo8TEX0yL42gkxAyFVm8pO06CAPvuGHKj345TMJP/lfGeyqbALuJOeHo4vwlKzsQYr51LFzKkQ/YxJ4UoR3EtXoKfkKsa6IhA4mZwbiXpJ1RQCEuUhOzDgPO7Qbek4M8BxIGdP/XikSGb5KeRac65LmNyNpYdnXqWjMcRS3lQ4frzDxRJKgOpvBRKMIcWnM3OR1LBQmPL77Q0TjdDvhdp8aGjfffDNe9KIX4ZJLLsH3fu/34sCBA/joRz+KgwcPAgDe8IY34LnPfS5e8IIX4ClPeQoOHTqE97znPSd1LypM5dGYLhkIqkOjbCiipCMzR59til7KkMJWKYsquwYbGjnvuC+9vsLrAeTKWKTY5FZ4U7MDOVxcJpDKCsxDbE9Z9EEohBlcRnhx6O/grSgV4nlzHDos4UV/+7jfwZFHIJN6OeMUwCxD7MHuvBZUhSnxVzc1GIYVG0eg2HOWPbMSQ8wMKUmYqaGExThp6cUeZxKQlAhHORoymVTMr/aognHDsAIqDigM0diJnR06DhoZbIS/zsZjcbD0YFdzEjPz9VAwyMivniC5gSvWYkzmleH6UuEUiZ6yOngXmJ0AxFwPB2Go8/pib73PxyX7Ktd66lv/pJYGvjxAcyNfCYNQ4aoL/hQPfdpXeoZ+b/9GoyYYlQGaNwnFCdmY2vA1Nj3933cd0LaobzmC9XaERlns1hPsNxNoAK7WUKMR/KiGrylRORpbcl8IRZFJErgmEEDPvVEWkR9f5o+qnq+ktwbyBG5pwPvM0EjvC8URyLz5GsngBsggS9AMn++50JdFkUIAgWlMdMC65M0VThAzU1BWwU4NJrMa67MR7pqu4KaO4LhupGGXAmSz8cRwZxzq4GCotCUmJ+VQi/nNiDUWGO4scxg25aBRK4cvPvm3Md03AjoL1Voo52FmHnpGEQ0zJWMDx2vYa1dhG2B6QGG2G7BjD1976NqhqTosVS1WDBV7HKs23byqErlCIVMZkiqLIWYwS+HU2O5ZyCbXzaBRWcqK8B47JPKIMyUuq6bhyaRu+PT7/H5QZ6PMjl9EbjhJ+aJ8yH1PsFM+Z+g8GDBcdtCHHUFFRSv3pqR05hdTNCdDG4jEHEEGS+YpH4w5PpsT+YxCG9amUiqHdRXPCMWv6SxNz4o+sAMr8L5uUWc5RV73gym7T+tovPOd71z4//F4jKuuugpXXXXVvb6XqegAoBoaXAF1hjXdUiGeuor5GRGTGgtreciq4oxJjQIFADRVNvdBcZVKTum1GsINp2JUSJALVnQKA0NCS1jR6bUBhZRujlwasTIeFPCeZ2k74yKzjXIoV3aJUAhN2SJCI8YXhVlgnmIhNIPGv37wB/AL7/ynOO/FtydhJCFqBX7Yaw+O1mQF2mKCn2BSYo8XhOIrDCGOtrSWanxw7oi3Cpi1UJ2D7oQh5ckorbXDyCSY3li3UDXh5xONcjJGfWEclU2zoVK08jCXZxpFJMRYRYJm8vSHsSsBMWOjE1RvRCkf772QLUvqb/GwFPSMTG0rsKUychAVCSFA6Tyka7EC3lNEBDVimUuUr9G+h3voMO9VX5djC0a+H9h7LTxRi7oZMAAHI6iYilSk/L5jKkmvIsPWLOQpWQ/8+8f9BX7j978Ze0YTdF7hP5z3v3FOtQYAqOHxrJ//dzjrtluBpoYP1aepKrpKLGyalZ40ZUa7zPjm/THAXxfn9EQ8sfRTzmGh8HkVjcJ5ER+Gw+T9UHE+2bCk6+c/JSNRLFrmdWQIg0sF3ZT1kS5WhzwNZRV8pzCbVTi6NYb1Cv/1xmdh64CBq4DpXsAuebglB91YVJVDE+pSENnILOz/QMVsdJabURrDUeYg2VOdS3lAVIjOQrcu5mnomYNuNczUU/2YGH3WgAe6FcBVHq4hQwONw3jcYqWhGiy7K2Ytm+Gf/NErceH7bGAt0zHvLYsUa09+tQCbqsO5UYenFGGWIbrPMq4XcdpJkw4qaayHfeWDEIsFVUPki42y6btWof+/B9DcdE+gChQOhELOyM4lunid/8/7OA5+dvKsidDccMY0yiXHEju1hgyVe9OKPSPnJbL9IWeCi4Y2w3B5bpgFUD4oH2ppWDqbZV4aFxj1XSdy3Ghfahv2d9hH3Hhdy2KckZL/1ELzn27/QO0+L9j3/6/GgjElcScFEMYkvnCmrouYVC8gJj7CjJiuFEBR+K1g2ljUpzkK5U4a4zVlBeZe2yEmdF77UjshKs0FGO15LSqXEMnbMS/DR4MpHR4qQjyZOtQGhct5jW8e34Lffezb8FP+2/teDxb4xc8sqlFI48VMJ/wzaeOssKQibQa6clC7V0OFVR5H6FJWCM2FwpBdOGx0fljFMRR9FBEm0XH0dMCBZyIVx/S5pID3Dnxx6DHsivs9t92b5RWjQGxwqL6imSmI4ffiplkRtPIWO1j/cykk40XmdT+xIQGJo577q5nVReCWlVj3pGD7mAMk8dfOB2PbVzFR8jtWvoTvfvR1ONOsYN1NYOGx6TzWvMJXuj04+LufhN+zG9i9i9i3lEpwQpZnUQHNGYN4HnsGBjMklRj7BdM66PTIJ27B/5DN9xAmfdvrY8DoGGgyiTVLguUCjRzdsACcgus02rbCOoC7j69gvKJgR8HIqEFQNJPyAGMkU3k0sDjmDG7e2oecyWvbocQxR0+0J2809c0FmFd4dYgv3yromuStazwxY408fOOgqgDvympKEQT44McVlj78ReCM/fFMpPMwp7aFWENUk0achQppPwqY0U7WD483a74nGuP78TsiosHNwOP9j/gTPGXfv0Jz48AFWHTwnydsBeWGYnTYIUGQB6XL0G0G5D8wUFk8wqrD1+aJ52hH5HJTGuyFv7Hn+GOnj4/nc4JQUQHNKsk9hqjJ48bl14W4ziAV/hn7gY3jcwZ0ut2f2wPGfGSc/sh0WDbTQOVnsaJmUOMReXAqTUxTTJHKnsBIBegzznFmrqqBDDqVFF8lmF5YKOWCY26IlMOZxaaXHq9oZEhlJ/NE9AVXdMwoEIQCnOObjCcDj4k3eOmPvhzL195BX2BvjB/2aMrwdRqbTjSSAgddQmUiJt+lxEuuBD3zBjMYtJ48IEO5J5l3iY3DmLBIxdBi3oE4BGJj5V1ix6WiYRVsR/UctmyNY90yjtoV/Ozj/xQbv1FDbU5gZiFMrsl7aCqL5XqGlWqKPWYLe/UmVvQUqq5CLo9KEZgCoidbr6/O93etPDDikPI6GDpEJFKNiXT/jOwgVLdNxRspR0MHL6XXOq3tOS2jVfRcTJK80l6whskIV3YYMZQuRJL4YJq6VEBu4mu0Yc15zvmQXm7+WdqkCmhdKibJBftiMniAdc1LdKfckXyNM8SPInDphqqzYEx4WS9EjtdbHavv8v5pvcExu4wWBoftEu6wNY46kDcbGs57jJXG248+Ab/wsh+CWlqKSeBuVMEuVWEtpggtO1BYKWaShMZw5WoXGZKyCSvpPL34PcgzD+YJoL+lQjNjAws8v2yECaVGLnNWbsBez1xGeu8j+xwXV1zUPFI0g/DgFBVTTkUGJ93aoLAnZV05wGwp6ImG3zKYbjRYXxujnVXYONdj6yyPdrdDt9tC1RQl2DWeYiUWUaRzplYW3/m3L8WNr3wIRc8HkqMzmSq89J1LsnDiamz4mtaAdRRNnXUhouFRTTzMxMOEfI1qU4X6F8HYGDmoJYtm3GJlNMOeUINl1UwoP0M7MpoYfmdUWj8iRwM6JLxzDlqQFWNNZ6HSJGuSQ2WOUVU42nrR9BCVL9ngcgcVBNQuQYNSJfVQdyYY/ZJdrHcdILLcAQlulPqb9kJMig/yU4UaXZL6vlYdGV4ascikz5w9841Nlt8ZY9+C1qtPBWSIByt+ZtApa3tnc4wuWxXPP77WzBnMXM4K6Xwg+eg6qJbWZiRU6BBZp1Sr4FqaT6LKZSOIIiOPfdeXsX7ZuduO9b5u93VxvtMF+07hxl4mzq1olMUt3W788dHHATrkVjBXOHsAo3cGQIFJlfSYRoZGowewOJxPpM1bOMIrULaFntkTxNabwMwy+uBn4Nc3FnZ1Ry16D8Xf0kvFng5Iz5QOGH8OhW/TlJgW8dxipet5Roa8RHHwyPB6zB9xOsKnHju6Cd9//t8DsxZ65iJ3uDeA1ol4YKxmGCviqZc5GtFbWD4LJaBO97LpsEYjnCG08p5eyQcS2NXANQBCtxbllex0jTOkT3j66W/kayK8l9eLYSjOEH7b7yiCUbbevjkBoZ0x3USoBV+HlST6c0ixSYoSfcYKQwNANGA2fIOJr4LCmQy1a9pl/NlNj8T4/3weCEZGrObM+RlSIRIeaRX2RhlVJdAJd1qdkOzgxzlEV7rttBb/l17P7VrpmS0Xt7xOwqjzfaJWJhwNKcqhbIB+dBq+1XCtoSJ+yw5u7OBrD1Qu0qezI6rSFrXuIhRN3TGC+bvPh07Om9d8EuTaBxBy8DRa4gIPRhLX1EjGLNPzqg7h7EoGgqocqhDRaAw5y/g8bALMSYV1FIkj2CHBSrNmv1OK2DK7nlGBwnSgiOI8qNC27GKLpqnvSxDPOijUaUKT80HuRaSfQ+suy98qGPtKtINkNWRYtVcq5QLG7564rJLjkH1eGJwvnD40nrKOTO6YyR2BKs6xD9djwzfVtkn5FRKGFa/JfQ2oBQBZ/h7nc/78mZ9Eu/qAUUkfUO0B81Qr47BUtVgybSxM9HPXfSe+9H3nQ42aUOVVJw+O4A5n2kJjyMAYhariBL/qSJgYHT3V0XnHwlk2ofzGpLOg/FoUG3SBQIz4S/QxmIMtCEjGQ5d94cZepcQ6U2Kjxa+iTyUVY1IOOcHMCQu88GSywhW8SRFv6zVmvoreqV5iaRyXONQKIzEl6AmYCAoKT2a68Mg8XuzVgVNwVmHaGWx2DdbtCEe6Xbjd7sZts71wx46jvnMN1ZQYffyyxajpsG+0ibPq4zizWsNePaPoGa+1WPdDYqrz+eXG1JjUx2FDST5FPvBi8iloDlQgPECEQyCLqiggJgdnxQ2VgtEBayxySuScxw6ENTXEB8/861k+jFDAM29aGKa1CtbJZGBaE/0IIK0tWe+Fh++VMBizXAhaV1SZNs2g9BLFLeWH9WuqkkvjsgF4FAsrBi+sKiJl8Xd+cLEKOtUCmInIzS3tPhzudmPiaxjl0cJi07ew8PiXf/6vcOaPbUItjaHGI/iGmILYE20bHb3QjiOzoRI4s+eZQPdbaYexamMdnUZZcC0ET1RdmZKU5kXFZcDzwc0GeEVcsazQFMw/WYSHL9uLjor6CC4Zqzvx5sXcMaHYzLwOkTNHynprYVrKtVIhqmFmIbrRKuiJgtrSwFTDTwz82ME3jrz7I4vx8gxLTUsR82qG3dUkOhdq5YLXWweYbrF/0DeQOEJMUQ2ZNGuw4Qky5bsOqu0S+1SIxJjWQ7fp8XDFchiKtK4uTWIS+K5qilWzhVU9wbIyFNFo6lT1nCMZFSKNb6wnFbz3qT6RRQ0VIFUBulfkgyVjN39uRvk+lCZNRFonUeNVac48yQj5fJmwo/U2KdRBCc6YHH0wzJwCR5GsD1F1qGiURvErzk7OV2EWLqM9Gt2hiVA0CwNEMpU4JJ1kPg/MC+N/yMlUEmv0F3n/5UFTx+x4meMuyCWOBscaVyLJOOUpKnirImFF5yi6NvFNYGCsAGvJaA/1g2LOog/5TpavTbmO3GTB06lvIY6s0+3rqD1gDA2j8pBmrTpMZjXcTbeSd9mYrIZGCWlhlo3owUEIlSJUDs2ULyWEiPg5x/XAFKZDbQj+sahJhpah5st+ISmmBsNK7InmekjYROY5ATKDKXp7+X32dkQDSiotO/Nu5l72nU+cVC4zjv8A7ZJ1PqauwqZrcNyNsWymOPadl0FNZzh+ocbWeS3qXTPsW97CajXBsib4xMcm5+PffuGfkedZKnDRI4a4RsrpPlHmEdnYq8ZX4Loj8uCXGOOcdYoMstcefhLuuOYs/lC4DpJxdILNF9GMzJAGsjUiW1lTICZrinoVQ6HkZBCrwTUxd7/4gY+r5NkDkjeWoyzWFx59kRzZ80D6oOCIYnVMm9uJAxhAgIForDkLB+Df3fIs7P1cBXvn4eQMCKx5bBTEyCw7HDOIniBJwPDeVye47xfX0VHIGONEXkR2T58vqtKjP7e4G9A3OnwSO9xiHg0UZg/dwubTHwnhZs2jAhZC+VIBShL6p0CnZ6ydIfIzovLdQcNFQyOrCi4NdmlsFI0VzDIhXlkykOCoaF+MxPB6E8QKtA48oBEpaSMrljCGfuAr34Hlw47WUYARS1mRnBM5tS1FRDpBie4z5888B0r2XLwSUQCxRua0wbnyw8p4zJMq4HlldFHCf3veeiBbTDnaAdHBwuco5ee4gHZAnu8kL7mNDL03xVJlKxkusyhNmB9eL0ORfe9VRiMcGb5gcGZ9HMe+9xvJkQXEiGDG4ib7EoyNCOeCjuNUC575KdOk4XpKvO7rCdm+PWAMjSpUBR/rFrvNBHv1FKO6i3UNfK3hakVVdDmSwYxTijwWVcjz4HoTKaE8CZHo9TWYK1yjkjIgLQlvOnBCsgDI3+rlRcxtMQLQ/1fZDwYqDSoaUj4l7bWnZFhozEr1RR6EPo2J8lFSslkv1wOhOBpUgjqUfRs4zCjv2vU8RBJ648sNG/slsLwW8J2GtRobbYO1dowj3QruaPfiouYwfukXfxV+bR0P/6dfwkv/yQfwqHNvxeUHbsSDxndjf7WOVT3B669/Js648k7yFtamVwTLGd/rv3wu2TMuEs/Bdq1UHlWoiwBivKEcCx3XJnm6k0IKTdSciYWI17jF//71K/DQV3+Gvi/mOkbuBpZJjNoFLxoQDs146Lu0JoNiJCMbkflErAlOxNfKR1yv84ogJKGWhgoe6TgvQqmXa9d5FQ0pyvdI64oVQN2lvIosmOZSrQhu7CxopYHsfcy14mhZz/PoAARGFu/pAJ7YGsfbMdbsOGLfrdc46ka4uVvCzHt85RcejkO/+Wno0Qgc5fJ1RfkZQZZ5IYcoMpsrirxWRoaqQ/MzogrPHRVtEy2r9Fy0UpIxA1Afd5+U0FIJUUCMOjmn4vrn/J5ocGudycfElMNvcBQ1ySWpPDIN+Eee+j9w9k9dHxJZueMUETAzL9inVPoZamvAgyIEI4um6VAbi3HVBVZDG5/bWLdYVp4iClH5Fp7+8gT2+a+d05jaClNXYerqSA6grCO6486SoRHnQuwl9k4r6quuLXSIaFXKYsm0WDUT7DWbWFEdJj+0C7s/9BVixasNHEfEQiFUZ1JRQoYRc75iqgyuaZgxJyHJOenBR5BJO4WI9uFxyAx0iLliWA8QHF0OlD/gXA5llF77ABHiuj2dM9h0DVoGjtJhmxThzGgnA642FpUoCDxWLUYqFL2NVMFKzIN8BUU7Rt13qD3KczSbn8JgF8YqR17pcyGiEeVTYSB4coZQREPUNIIOeWkVnrj0Zbzrl14HjEc0R1yLpguRNYdMDlurMekqTAKNd+tNWDsGur0faM2n2wm3B4yhwYngMYFbBdiAMYFuVPciGs74hEkFYkSjEoKVNwhEob4h/OWQ55hbYmjKW1LKc2zpPE/dojoa2zFHnQj7lSqFW6EQSxpJG/odDQRWvIBcSPJbPl3HgoWaGvReAz15OtjKKtAAgtGiCs+6z5gyMviUSAif2AprHRkbd9tdWHNjfPknLsEjd9+GVT3Bg1fuxpnNGs6ojuNMs4b9eoZx1YGSsTVcVfDTi7GUz4YVWCsU9nwC5EslYyNMqAk5FkY7xFoxBcUt2NDQodJvUJRifgcbYoqSwSU8sBe5G2jsRXvo6HZ8+bVXQC2PQ9/zZDYJi5CetDxPQ2VrwrFh7opNUc6LTwe8PCwZOsXPP5tatqsGvHJyuPJa8bsyOsb9CT+zfA2+Rkj69UA21qmrseFGwRiqYs6M7nwysIyh/IwqMecR61RymsSlo1lRJJgce5A1Gxfho3l1cMzHlG8jN7IopISTya/54Z/s8ZQMNQydis+89IDy8xbXkTk+NrycV6ihUCkH7xwpodblDFTWQ3FieItowKqwlriAq+binIqobWuxf5oAn6HPy3OiGLPoNjxiDZk0dSrULSBijC/+2BK2nnJpTOZVnQs0ov21KufEGMojaYxNxRnhMFLBYDM6VpX3WqWohsj1Yacbsy9K5rJv/viLsev9K+S847yEMP5soMVZKIto9pxK5VjAz4HnCvlclRAhDwRsIq09y7Ke92agWBakDJ1nivUKE+k1Vkk/kPApzfOqqTBrw05IBKgc16IagJNlBhhO7CyWLYtE8HQNyE7nNWbhrENc86UMFg6f4PSRhUq5MCLvybFSoa5LR+tR1MpRwVjhxHJnUw5N53QkObDeLzxHTrf7b3vAGBojI7CT4UAFkOFmmQ4y9/p6OpxDwT9m40lFeTwqhGRyFq4KyDjDxc+edz0qTjovIgUkL1upkG8jhyJGPNxzoSI+x6tUhmyzawwINBR/JuYP6c0oDQz2PObj4o/zvCD+nXsy541LGkDz9CMXldnS4yoNDGTMG9ZqtJ3BRjvC8XaM490Y93QrONztxmu/77dw2dJNWNZTXLJ8O86u78GBah1nmXXs1RqjqgOaOuZIcDXznlcrrBGtfAp3IzGplLj08nCROSlsCNPU02GXhfzlS6f7EpOMzStok2Yak4rzCd/e2AOAh9Z34/or3wQ/HvX+J43X6JET+RSSJ7/1VXy/9SZhuG1+YMZrSo8a2NDQoepyiLYoFZIY5ZjDT1+8RMtgBL5gCxfGdeyTy/vDP31YX9alQ9h5hYmvoqFhodCEnJnURw2lNTlLKh1gU8w2JGu1hL4LBdkEZZHG72ISa/5gVK4Yy+eVjbW/AKJBKOetB2uTCl/6nISx9CK21kajhaFBsk9DsileC9JxEfYYRwbYGxuuywxUZGxQVCO2YLBp46J33wRFk88Zns9aqXCOzHdE5XNJr1hbBalo38Q1mHiDzz3rjbjj8TVRawdlUVmZD+R7c8BRhNpQNGMU++kwVgq+MkDNeT46M1RjZEL7GCk2ykWjimPXK7+/B2f+3meR8rkAZtnqyw0fGA/75080UAvnQflRhrVKtkU2JmcwsAi5CGzgcj0nh0zmwKc92IVcBAsdPO5h+bMRX8DJZEQj0edbNHCUjJ4RxWBYXg46/wagzG7YKZI5VcLf8bj1zDZFY5r58LT4/OPocpZLJiL6kRUy5Ax5E2u7MP186z3QtkDbkdHrxDkVzniGifJe5NyjTTfChhuhhV0YNT1l2n0OlRp4neLtAVNHo9YOu8w0hIlneNb/egUe/Icd1HgDblSFSrpkXLjwM3pwmNo2MHVw4iRT5BqlE7OE9ACxcGaB5BE9LxI+leVHeNCGj0lacwYUrmUDVWdUmBCSgHUSOAB6CqYPiq0886JyOuemvvd9ROEm13pS3sR1gnIQBZgPWg/Sj9xrYjJ4CyVEB6E94BWVgp/hITTPObwsE958X+coSbDjwxq5weEUHWidRmsNNtoGtVmiYQlDaKwIKrFbTbCspjjTrOOA8XjcX74cF75boalvhRtVcE2A6UmPszQ2ILywvRCHjXCJrMJySLDk56CVi9G7f/InP4kL32vh67vhGhMhgukVkhmNqAGgOfRv4Y0ibywnkwusscT883paBIewGesUcuV94Gv87yw/A0oYGxrwlpTFGPVjhUv1FBPvtGCOSwUqZ5nx5hNzSqnYBAOVbkP9SVh1gVMXynC8tyqcBcUh7pxGawn+MXMGU1ejdRWMYdpZUmR0mD/vPa2OENEoI7LsLGF5xo6TiPCMhqWNUA+K9iLVfAGictyLvuUT0394yB0Wsb+xcFp4RkXiaZIpQnmEyn6Wt47bOq4llrPAvNwRctaynPSx8KZu6aU6lSmkaez5WAl+xkX6BNWr6sgwjHIu7B0+I0QRxRTNUPGnZLrrnEEbvMit14melOdgKLJTtkxc0DlBhfomGCtDULnOEmyqDsQoNeIrkkYoL0gj0njHyqakd8nAKKIhdK56IedS96KcD7JeFexc82CQ9PgIGjSNc2Qwl61QyJ08HyfBgya2xpatcdwt4W43gp4BfjKFnoTCdCrsrdoDtUNdd4SYCPT5K3oKC4Vv/Xcvx77r74iOAIoS5XJfnqtDjLc8J/TgkhMxMzb4GsXzlvpBXrwPSdfgtR/qsbDslA5OJmqZdQazULh26ojedgaDFmF/B9mpOg898wGGqNBZMe9AgL+qWPyvhcGms9CzU19pPt1OvD1gIhqVttFTWyuL1S8ZNB/+XJ6cK1+8zzQrUF5UQrUhidKh9RrvXNsH5ZLnIiq8Urk/kVZQY5ZN5jOc0GUXeFFONlxLF6Yfc+kofTrMy1yI3kcXjMvApTyBRW2badFw+XgjNE2E2fksjAohCVv2eE1thYmtsGVrbLoGE0d1cZugsK3oKZZ1hw9snoe9n2yw/NHrSRlk0gGJ0R7ycBWNseXSkzukBPG5zPS0tbLY/UWDpb+7DqFqZaaIIioBpARWOnkpa9WhUS5gjNOhX4b8F/V9e0rhwpgWhxtfXFJOSm77WFchg+QMwHKEgjJvlfdhi/PHBAwrr1n0iH7JDI2eN9bzS0VjPctTQkqW5NbDbvNz4UhZpE3OvcjMjpNBVsDPJ9FxGnjcakf4k2OPS4px1mn5OjmZkUFBe/9D7LSM9gKUW2Xg4R/9UKp9NM+Tlz3/dC0gp/iMrVg/jClXpSFcXjs0rZj2PCVHy5okOiYEC+VbYW5kQ/UcN/layOhJue9FMu+8vgKIOVhxj8OhVhzVD/BKjciMlxGjAFByrNoG+F1g8iuGlK1BeS4O9Ek2A5+cZUAfIjcwvixniudJQuwG5knmIZCM18RyF+BBrEwrq8iZESIK0VA0IMrgIprFqIm9f/Qp4Nh6dNBwhKfnsCvnY4HMPNHWY4IEJ20jh52Kc3lIhvqQDM7QQ8mEZqXREor3pYhIOqtY1g0l3bcYMJhPt6+L9oAxNJarGZb1DGPVYll18BWAuk6F+tiDE7y8ROfnKYmu8qgqG3jS2fs3Q6MsPjU9D7/z9Cug7jmeBAm38nfh7S29vlGZkEoKEDd9GeadqzHJNuAeif0T95cYW60K6lch7HuQBKEURAUJiXLXSo/SvBCfuObQv9PBOpyjsZMmccRc0bT1OgjPFFZP3nBESj4u3KU6BXQKXWswbSu0lsLHTPW36UZR8Naqw4pqsao8fv1Hn4ezf/86orWtK8LRR2U/j34lJTA3/GKNBq+R8f6HX3PoVF5UslaODIpQZyHiriPtqYc3Htp4VAFf3mjKZSJFKSgYhuEUhYGURWOoM9uavwMPOoba5fqO+p9gO0GaC2Zigs8x+xyVikWjRGTKW4XWksdSJtjGxoqEAjIGumIvy/3LhybTMDuv0jp1YWwS++9Tf8pxpuulQm1Tl5ImnVgkFGUK0YygJPqKaZORvMjZT58xD0UGPbGxX/a5K/HZZyeWsTySufjpSsa4LPfMhTmROVElhCx77onaVSo1tXL4b+96CzYefXaSKc4naNic5r0KkQCKhjFOvXMasDZW2UZhvJcMVBQlUzw1EUbE8znSHUa6i2dNrRxqGLqoNhk0ZC47GpJ9V8LGWBa0PtTt6TqojvqvW1FPwyOtWQ06x0JUflR1WDIzLJtpNIZGqobnBG6GEQdFmCNhTJNrjI+KdSUK147CnkFVkQc/qxvBA0svTuGY6+Qq867iwywV4X4+C80VK68AHD/jkM8S8m/42TJEyFkiZJgKJ9KmG0G3gJ8RZ7BtNLqlUBV+7FA1FktNi+WKijRShIgiPKhrqkti8nktZSdT5ErWvzKvMEU18jUk946MCrLcBFAYqQotguxxATrlktNHQoc1Q4e9ElFXimi0zsTcsYnXQDujOWo7aIZPBfmnLaBbUNG+TmVnaCp4ip3pNfd1c6fg6xRvDxhDo4ksIDOMg/KlWCCKxFz28sokyhjNEAqcUSl50t5xJ93EaJac8b5Dhod8S3oaUrGvpEwOKV/lx2xxGGVNUqiWfSoUJtnIo8QurNJame/MZC+FTF6Ony3C4JnhMsfIGORWHxjHybTHPvgmHP6RJ2QHWoajLyBUMbTuFVqnA7ylCnheUn7ZK0weQ4Xq6BSYThMLi8TNbxPNcFAxITEmG8sqrkGpjiFplbDCS2ZGrGiQa11n984SPAUcIuGMu1D1HqTQishf2W8+PKNuo/IEz7JFw0KE03uGk1DCex6wYMxetutm3PaKKyJDmvTmlteRECVmliHlfWB9FfsmeWN9Zr8nhZohCQMP0xfe5nJasj0tFSZOSDVkxER4pPCMiohGVAxFnZSh6KrMKagkjCx4paedQXfnXXOeXDEn2TDzN7IE7jAPQ2PuyYAg8oiRVBBLhOtcWo9SLYoFynrqR/qdiysyI14kExjAO0vnztzoMiuFAd5SiZwFhtJ9x7Xfg32frLKoYGZgDbQhyJcNUU1SzBjiSYqiYjhaj4ErDYb3eBOMId7jR90Il/7tv4CezFISd0G9HZXiUBWcGZYiKUogKaDPBe+90fnZM2CsJ5a8RVFPOTHF73PPocAu5oNBx0nzVijTPv2EA5RVMWpN8j3RmLeP3sCR5z0K/z/2/jzetuwqC4afMedaa+9zzj333upTVem7SkgCoYkEkR6kFxRFBeGjky4BlFb91E9eO5TGF0xEUBGBl06QTkEQ8irSJwRCTN+nQlKp9nbnnL33WnOO748xxpxjrr3PrQryk6q6NX+/fc85++69mrlmM5rneQYysDkgpD0gLRlYJAyLCctuwl4cxcF0gjPGAS1VweciHNTewmlFNB+sNc7xrE/aulZ1Py3Ze6Bm8sxJza1zbet0zq0CoDjsESMC3vEVzwHfdqNIL7sxGayApDotnII7Rij1jB5rj952zTgae3HEmbjSaING/LoOiFFUgGLFTmaVteUIjQRldFGzGVrx1TaRiCwLa0mNyoTh2QJb5r6bT3lmVACzfdM2ugbDjGZl2op4eTywU/y4GmyKUKMlp9bSmLcmgtJeSwNvuVqE4kE2W9+2CKEzDfpdx90+RjV8EggvffJP4Rv/xo+iQtUqodIXMCr6+RngRJimiDHFUlxtnfsGMhYoo0cW2eNIZaNBUTdDgefNr99HMo2QmIpxoZQqgwhp5iVYRI5EVWYRJ5yJa93wMnIHYDGAhw65d+cvOH4p5DXEms2QjTIpkRW6YYZKEnUb5RxK4zfJq8Gmyj3vgBfJ4SpEkGcbpRmen37mdfiff/PbpY9LITfAkxk9sZ+TGpo54kTlFZuN1wwC74xROWzhwtQxVWFdvvHcqDaipSNctk4QFRy0H+uGN5fCd0H7V43AoERwyzRFap2M2T1YRsOKi4mCXj6dm2VBk0J+rWvb3Mn3jlebzZD+LtFTD1FqOsz3iZzACoSN7pmPHDDBiNunjK1dzkZxWGpGY2RgYh03xolT46s6Ge3Y3OUoBkKpn9GT7A/LYPMHmL7zcbjlB15VOAdXiwud1lIzJjoJSjGk4JoadqFUCG+v0+ZqiKI2tYwT9qNmXJBw53gDnvw5rwNdOgIbBK+MHXJEcMCK9Q2hEsqtunjUe7O1wjJgfp3zvxeeEHarAvrWZPSx/Qy2+gukBjDpWs5NP4XENftjGatERcZ8M3VSnHWS4qzf/ad+CLd88dtAzNicJ2zOZeTDCYuDDfYXGxz2a5ztTnAYVzgMJzigEUtitTFCUZ7yfVnmkQUAFL7q63Hs3I93KeyhXVMKl6xZO2n3nEzJOdrYsW4CtZaUBtksq2FrExNe+eLvxKVnnpUMoWWNskjc2osmAkYqtTQ2udNsrRZhfczfeFS2a8bRWEbBzQ9IOAwduEOBswh0isrL682TyX5q9K+jhCVNhZwZKLdqIgR4nkezEesicNoaOarBIRM1tThmO44ZJUkWRF/Irql4zS1MoRxDvIqdzS9q8yrcu5wBbxiYIoWQYyvJNts/o6b4vRqFj7YW46Li0wEU7HhPuug22R7MwkHuZdfF28abbwlBNiBHsK6OneNCZFkkrd+nFDT166MyNVokHAk1/OZV412UsLFPGdqPaDYHW8yf1t+Ng/+6B14uEFYTwkajRhAjGiNhHOWa+pBwPhzjfAgCBew75D4iLQjTHiEtgbyAkBm14JjVmlmooXRAGywpqsMdG+euzYywMx6qs3FVLfh5BHlufKP+7kmxNjY2Lt2+5lzhL2NyBtdMrlhThjkHMNc6DSvulRyp1ZZTarJExRAo11THkkV1F1qKuSk0ucOgZiIXPbR7rkaBZW02OWLi0GDpLbKZ5/wGL6tdxhUVh8nDpnZlMSOyOscCo4nEoEC76+j4AIU3Znc84gaCWZ6pPnOLnjbwNip8HVm+HDfHQz8aAkPtx62o7paTeooVY86PVFtsgg0NT6NJ4VnXV9W+WAzEKu5RAi1eechLEPt1feZsWfbUVH5EdapvpdB9PZpZa46ZRVbUpFst+2oOkZdIzlqHJfVCBi/7YeTWGAaraMSm1IxosxZ1P6xwTW7QwX6tB3QP0zEPmGPe3l8DC9M1sxqusTjnW/WSsoPHJQj5WeWLC0RoDBjXHY5WA+4/2cd7VufwppNb8Irjp+K5Z9+N9/wTwqU7JuSbNlieXeNgb41zyxXODie4rj/GuXhU+Hn7RCANZpZssIPNYg47vUrbmR32mat5c2NoW3I+YETAR33Nb+Etf/8DxVmdksv2zHgsDKn1MwWkKWJKUcYkW4XwHhsErHhCmABerUEnG4RNKvVo2sCKBuucw3Ih7eNCHvCsv/Oaq3fEw6AZx+zh9Hq4t2vG0TAS+JIm/PDlp6K/jKo977IZJdLgSLJW9M2UOkSy0DIa3KpjbGGa2/3pIbV51WSgWVAstbmLkHo18u1WJFJhIMA2TvZ9rUg6h3xYS1CN8tM4Gu9r22X86MZzWl+f5mwkaKSQBbu7RVS3jbpAqKjAb2oRueii7PX4ohSiWSWX8Xoo8pbb2ueSnt4PI37kqb8oUCc1qIVLwsolIRCJ8bugCWfDCv/pylPRHwEwh9ow/Ko2lTsUR6PWmqnVgn/o0tPQX+I20m+KU6fpwT9Y28XR8G/NNqXKV1SOhsEiQMXwbOAvJlHqoG9F3QFoNl9rGWrUmFqUv5xT7ss7VTtbtii5bdxXH//i61DjcFizIqH15JB1x1ebNgfQPQ9Zy3jLoGkcQouekqvK7IuQPpR2qiPfGpKlOJ5FT7fmm4vEwjtfofRHUVw6ZZPdDZ8ivZ4dW54z1hvMO1CvsTmBvbhR77K+uyqR1xOcH8Kcma8FFsxI8+tSrPZW3Rb7ndtjAS0kh7agnZXsXOHEMo4aDgFYgyrcQvrs1J6H4PptV7Mx+JD2ntlH/Brf1F1hwoWnLUG33mwfrGNvhnMvWespYJoC1lOHK9MCF8Z93L05xCJM+CtP/V0M162wPNhgf7nG4WKDvW7EmW4jmWDNBl/IA773gQ9Ckb03foYVSp3DGrVrGsjUDEL1PrWyHLo+mQ22v3PTr6O/4xKQU51Lp+2BzuZIWmtkdE7dyBFrFtW2whvKUrSvIgXgAgkaPFIn2kj3f/+WX/2j3e9j7WHdrhl52+u6YxyGExyGET/xJX8Wj3/LW8CHB8jLDsnkRk3Gr8hBMmKXXZGjqcGlLlQekIZBo9a0tXhY28puaLO6AFsYxWpdqeRcJWV5Q80bTCN3GC2qThpF7yqcooGAEDRbk9uNg3hblamerMErz43LzGgW+g3H8n87o6NwUV09sBFVg0YF5wpDZJH1OQTBR19mnexxr0YGFRLbWj+gxodlMZS8VqLgjq+B1G5oFmWXNHJ9jlIITjYZKpCpUFz7pu9m/WiPt0QxucNxXuByHrDmDWg9gcYJ8XhAt9dh+YBk4k5uZ5w7OMETDx7Ajf1l3BJP8He+6lNx+x/eg3xmiemgQ1pQI1vJQ0ZcJCz6EXvdiIO4kfR/PMEBTfjpz/1oPO5dbwbO7Eu0s6v6+p5ojFJvRscUHKlxV/p/bsT6Dc3+RnXqeLZRitpJhxVH7NNUZH/FyUCJlIeJBfpmUdCJMG46bFIsHBvjWpU6HGYIhO15DAj5d+hSKVhW6nkAqjLk5k6Zx9vH8Y4sp+1FI8+cV2s9hUoqdio42RkyTbE+1PEmNTQqR8PqAlkEOZIGVmLlZ7HjnTGdPv93teQugJM36OGipzWTQcWhVzK4wqX8sy9EaDuedZ13DvR4Uu1exuLEtT4CsCPK5snqtla7sWT3zKRjHSgZDXtOtjcEzcD2ZIZ6KFnB8uycQ9NkN4tR12ZhjLM2Igr5Vp0taJZM4CruWmPtZ59JHzRjacp0kTJosZDsfh+LoEAJSERGNmGUKMUJh1gznyZBHiBrA4a+Hie4ddr99OPQ1nobL7UCvPE82kHmDfPqRLnHaFF75Q781D/4VnzMj34Dnvkv3iYGtRnAiSWTkTWrMQK8CciRkcaI43WPy4sFOko4SgP+EMCF9R5uOncFXcg4M6xxtl/hsF/h+v4I5+IJzoYVDsMG/88DL8SrP/Y60BIVMutqdVkw0+p0QYnguzgaOyGNO3iTzct9hCEQwcStiMaIhJzDTo5imFzwygUBmFHI8mtdPy2rcSGfIGwyeDMWh9cEVeIa6I6BPBCmSXgwtnZemhaFdJ9wGY+1R1+7ZhwN0ww/F0gmFlFdADrZpLOX/rSFlTRio7CShuinRjmAajg5puh8gWXiiuqZR9d5Zo7pgtgYXrrpNYgEF+UFULHWs8VINkjaupYakWsXs51RJbdBzqEKdk92XyXqvDPF4H5tHIK6cddTnmKkNn9jt8GjxzktoyGBrAAtLYumfgKcMaQbf7kUF3HeFSk6rc0hY9sfQFnQpyQQByEEdwUqdMwnUn11M4JORnRXBNqUBsLenR02t0Xcuz7Av/i5z8Q/P2Q8/b5L4D4iLTukJWFaEtIC6mgw0Ak/Y9lPhZ+xCILdXhAQNhPAWedJjXgWiI6PVMKcOvtZn93O8TSLvp6Gw7aPZaYSRSscAFYYSXLP0GAvzkE3MiISFSjWJgu2WDbKKPcRnDHoZSiVuzWPyJpDtRNLbRfu1Hfm9T1OC1hurw91jie448ZYDbJZQMFfO4grkd0ZM9EZNb7A49b1PASnwjfDg7cHEXWwLbWlBp6EYjha5knu39TiIoCx3j+gjoV5knrP5ZRUfIe5AZfhyOBezW42DouTxtvPy55TpxwN3yIYg2YwidoA0VZ/ztZ5n54VRzZs9entf/adeFd+Pp74Q29tLW12ganmhFWkIXFARMaSJuzT2nEJQi30aGPHvUqhR0qFkxLUuX7uT34Nnva6VRtEcGOQZ+OSZs8juKydz4qfllH0GTDPbfPrcWbCYYgC2XLFDcEzDpfjIyAR8hQwTRFHmwFSJ2UqgYUzwxpdyNjvNtiLI/biiHPdsUKm1liq486bDehgXyTNzdHwiAm4ftF1pcxNzJwNuH3xNDUutGunXzetT4siZMkE6/dsvSwFK0nfnznaDUytE0eDxdE4zh3e/UUbnL/5ubjxV98FmjLiKiFuAqYF1X10FC7MeuywTl151oISeR8WmT+p9seFzvjjag+nazmlXTPQqY4EDvLepBvyIHJ+3FGBk5QopiOCW4R2Xl/ANuXBiuMZJMZBSgBs/zylGRREFggdyDrxi2Hvcd3YXkjmrZA3HSZ0K5IObGO2vXH/EPTLa7TDLfDO+SmNaDu66y99dh2VECd9vRP28BDbaQ5BU0U9Z+dAcWP4yCJJJarjScpWdVXOEzAnBgNoFqetSPmsPzObtGeN5o4szsZRZuQzS9koV2t0VzboL01YPpBweCfjyvECd14+j6d895twx3e8DWG1QV72SHsR0zIgLaCOBosz3WV0XcKym7B0GTupB0JabVphFaZa5Q0H9yI3nmo24xT1KRdB8z+tkTMi5lwbS9UXw5shGY2iLJPV2ajGQ+ECTCJhOVk9FJUmXnGsxOfg7tPuVTOcdqGZq5NxGryBd2wAfv42z382NG2szo3Lhvfi4U0lgOCu21+/I7UHjcZ7uE90vKpAgBVnZGc0bi0z7u82okxKtq4ZTQwZ4brrNO3puVa1TxoYlaqDyfECPCk+zSaMh8nNr82vSXPjrUgR72glC+DXSzWUgBoU8ceew9uE90Ltsy2WXX3zwdAxVsDU92cG4cfv+I942qe9BTyl5gE0WRibQ3ob8yBOT1my8qV+huwTxakGmsg7Ob6icXsGzeI8+1vvRP/ad8ALoxSjeoeTMY8XmbNenF0LCJb7mu0dO/tKeYsusywZMCqk52JQF54QOylXKgGJlAJONj0urxc4HgdsUpRMRr/GmX6NZRylQF8Q6fzDcIIljVhxxD2bM6BeJMVhRHDP29x6GQyvDV7Y/lc74RRDwn+kvNfyk4pMtKk5ls9Z+swqzKPuewopM1iZQfASk/Ireiksyh1W3OG3/vS/xt0flsShGxPiakLYCCrDjhdGAo+hSNz6bGBH14xJek21a+ap3tJdwop7fMMnfh76d9wDXgzgZYe0iKVKc6mUPACs1ZK7LmHoBLtuHI0qX6cRd5XJ9U5Gs3/RbMPSNt9AEpMYs+NYjF9L84bJRWAsMmvkWAfdMJlFBPk7u9oHACrspSz2QgK2TXJrYfOSjAYtIZRN12+Sc8k6S12X45QIr35BF54SNSunZAxxavoqgDEgFeONtfjcVvbIDJUdLYCbqrGAwBFYDdRyn44QXlSdEpXjmwSiVV3dOIlba4lJoARlg60GrJxjdp1mxHD9/pgjjqYFLk57uJj2cTnv4WLu8eL/9NO4/6OeCFy8gnDhCvq7LmLv3Uc4+7YVnvC9Pc7840Pg+nNIj78J481nsL5xifX5DpsDwrRPSgIHeGDERcJyGHHQb3D9cIQb+8s4G05KtWAeOoEG9l1VnDJYTlPZmOFrNADbvILyiEtOn7eN12JoOsMTanBny/KQQsqMhCjPkKckogMpV9iUe45xRULoH8XJOJl63L/Zx3vHc+X01GmtE5K1oERjA8sNdOpA6fzpg2U4xTkrLTPI8yfU+OPg7tGev84n80U9Jl8MujpQMkjrMqBxjGoWxs0ne3lnMNQ530Sl1cgLcMZoCZy4Z4YajfX3IDGEeT0Dk2MN+KmPeSlu/bkTwYNbf2g14vq3PCdkvf9MWE1deeYr7nEpL5s+tirEJndbYUO1z+yaai0d4/ZYzRNuuC4Gn5Tf6zEb+KkePura2RCaKTfZIbZn5bPeLrvJoToHxekklmBDCo2xuM59Oc+aM1apkz5NGcRcamkA0p9xrReg6olTErU1i8D3OnYRI/Kyk8CbiqKkRR1P3LEUplN1umUcy9jsacI+JTGqtVZI4YPNsp4+qxG077qQthxA7Uj4ZtywgvV38ycrb8CarQ+1jguEOzBOsGyGwKd0jZ+AsEGT+cxjwHrVa+Q9YjX1OJl62Z/ChLPdGue7Y1zXCwH8hngF58MGn/H/vgjv+ks3Su0hhZHl3tZODWq6AMB8P55ng7farF+aYI1z1GtGuGbeEwescl/kndnGfyGDO+iwgw9LVljEUJhrRuMk9biclrhrPIcEwoqzfO7kBOHSMTgQwpjRnTC6YzluPCHECx3WJz3WSWoD3TuewQFttoIIj7VHR7tmHI09WuOANuA73y1vqApPjlQL9DVGVDWcrCJ4p9K2pjj1Y5c+AP+fX/xSFIy/z2QAze+7olYt/lajMIyS0SCLMBRSK1eD1GPXdRGJVB0GiVChLO5NVJO4iSwVEiOqYThXndrVmoXN3dNWRJ+xOzPio107AjWeM2LVi7e4HuSu5ZRWK6K23y0RTcPRq+pM4aIUqBSKU2R/21fs+DVK1DocNTviIo5+D2H304WhK9k8OBnBiCPu8QHDvbj7U9a48HFPA1Zr0GqDcGWNsJ7QX96gu7IB7w2YDnpMex3SIiANQFqQ/BwYeWDA+EcxS3QuTAKlCGusuMP7/8pXIlxZVcUsV2CQZwas1eLwOGN5hrn8fMd0Fs982ReDTowbQ+1zO+UZloJ9LqthmaNSxC4lIKcSoWykPk3dSAt0IYs612qS6u7Sr0OJ3heyPqEYS4UMO1Oh25UR2GrZnGNUrkhzg/Xndi2K9u8tJa9d+PU6jMp9+KjprphoxeurQf6+EMFnt7Gr3dZNeP7hnfKHStN6mEf53RmRzBCFm1ydS5H5hYvAmmfhDPdy3+0V1bE4u9Jw9fucB40MVjKH0Pn2UGSdTz9h+6cVqrTmuWDMVOVJi3SyW7+sb7U/kzpxEYweCT97+QPwl3/pKwuM2CDE2RHBZS9EUWCc19oRZwMoIXmnrtXAD3Wd4B2Z6zl8bz6XToVPzfrLoEGAVbCW3wmokCM1qGvEvjp5hZenUthFrjm3fKm+2ANiC+yHtYrNMLCKSO9+7wyGiSbD066fDJQuexB+xvvY/NZtjnWtT6Vbk5e3NXK8zxKW/U8dsExFddGCigafGgE887nvwnv+6rMk6JMZcZMRN6xBBHF+rZ7GatPjwnoPmQlHPGDi/737/T/SvPDIw+X1MG/XjKNxNqxxfVxJxHLokYcOPKjiVEelKniFSABBORpSnChtLa4/+OY/hWe+6HflBGSpUaq69fNdfWaQA63xazrSNAwKBeES5fZ8AYl+CQQkZVE+AlCjkpRdkSAUfLmtkxJRaY2O6my4id6Qdd3Fz5wLMklWd28NbMovZvb3LMrFZbGtsI6SOvYRQs89cQTNejFomhlunjvir81XG69ycafcZ1l0Z07ebBdsK01zA6EpzqK/ZK6v4sTkurl5GcEV97iYI1750f8Kd3/6Gnx8InKCRycImwSOhLTXI+33mPYipr2AybgZS1QS+CIjLBL6XmBTB92maOIfhDWO8gLP+ILfA+65X4paxgivmrJV+E/7fq7C46U+X7O+Hc/8668DHx/PHtIpfZHbvpbutPQ/NUIKNAzqLCp8aszqcCip0aoATwRkYNx0OF4PWCWpuH1/OgMeAtB3YgypY5V7NOR3EXpSEqveZx+SSkvPs4GhMYB33esu63wegQdqdqiBodk8cFWcm3XH5hbq/0GvuWj1u+NJZsNd+7zwKMk1N3a2+2M+HyqnRPDgyQZISnUeMCSrYWubSdyyZGxTrhlbcywTS4a3GNjOgTttLfCOwKDrt/UxxWgdr/eqvIpdtBu7XVtL9X3PzxBh1TnkxcHc/AH85fqxkKl8u8g669oldQcCEksmxUj2Jh1e60NwnUeZkNVp887xj7/9A3HHV/+BRN9L5J1KdfncK4w4MChyCUyVmiG6Hw56b/NaIXOoEMvDqM9lZlRL4UiFT+2A0ex01GF+Vh1/yQV9km5ObPyt1EbvS8Re91Wa5AVXwM8cNOu7TmXArQ8OlJuxJJK+6jtXETw4oYbZy/XHLqnkgNongRiliO7Vxk6zl8yUuFDnZAbAOdR5ZH3i1uA5hwWpyiRvcizZ/HXucZQXGBn4iWf+JD75i38NPI6ijrhOCKMiMxIQV7qOJMLJusd9xwcIxLiQ9ncx3R5rj4J2zTgaN8UTHBKDzh6Cl4OoTS0i0lJhU4PCpmxh7XJRlxlC0gJFohcuERyJaFKMtUCRI2PuhFBpa4uPKQwkDxg54Ic+/ntw8PML8JR0QRTJuDCyQAtGNZomIVRtpq4srKYbblW9uY/Ig6SwEaBZGzHoRdJUiH2k6evoos/9KVN+bhSX6KOvuKwGgRCYg36Gt44zT6X7iJkVEuudUSA3FyvfJNbo804DY8sBqH/btbmHYrsVLHtE9tNFWSlR+WjKEtWRZ1nhGIBFIdWBcZCMcq/sNodiDEAMjCR9uUkRV8YFTlKP4zzgQtrHkfIJLuaEtI7I6zUwTcDQg8YEWkv9lbwQKN+4TxgPpHZGHoA8MLhnYJHQLybsLzbY7zdFbep8PML5IOopYbEALRaqsR/KWMo+8+eyf8Znsl4248sUeD52/w34a696E3D9+drn9sh2ZXkA0W8HCmfF5IQFFyx9H8H4K7/zWozv/2SBAKwFdheSzJswAnHDiBvp83AckU86nKx63HN0Bq++cBvOh2N8wff+LN76ebeDY8D6ug7jgTrp6mwAAHUZfZdUCEIir4lDwambQUB9Jxu4FtQr90j1Xr3x7vHUZszV4ncyriQKzaJmVpw77Z8uNAZYSY55ArstTwad0oyMGYvSlwIHqg+Gto7ZXr8a57mdayNLnYaN8WnsPzZjefZB1zawg7mxrG20EYhGygGr1OMkDVpDIuCYIeo2zOIAeyWnmWHb9QkxOAPOBWMGu5Gc0ZDBIXN1KzGr986ByxsEIYJnpgpb1XZVadIdgRu25+P6MhWeCjX1eo54wEqNa6QEWo8CRdvkMuaDOtchAWEVkE5iua6e1EiOGeHwDHhvgbSMSMuApOO9BCVUNMK4inudZD/34xoHQZACAGScd50rTFr3wBKQmCX/SdECHr5nz6d8ENuGdHH4dM30a73VspE+67Ayh16fc3EykhtzSffXWUCClasxJan7kEHoDDmAjP2wUSdjxJKS1BKJDBp6gVT3FqChErwo8uC+P0KrOHVqDSKvjGZjZzaO5sMsZSry694R27DMMSn6aHW7RL3MYGW6LJR+pkRIWtQw2R6VFljlHhfSPv4wncHlPIlDsxkRLh4jHm3QXRnRH2X0V6TP45rQ3dNjc/c+Hri0j/s3+7vv97H2qGjXjKPxvza34CN/7cWCNR9qTYHsojeNXniASiPmpuqrRRl6EgP9VHUn13Y5G3NystUEeGp3jI+6/k0VdzsvIldIayiEtXXqGqOrV7xsNvKuZTQMV09QWFUb2aya6A8SV5ivgT4S7yMoHkZUagrM+sQZBRYN97KbBpkqUa5djWbHtMuyc10l7545wNdgEAeAtxdtdi8jhaPerx0LQHH4rLAYG+bbUtOzqPY8im/KHpbRGLPBR4JmNTqsmPC8p70L93zBB9WIFKAOmEIgOt3o9bnnqM5mzwhdRtflgrfeixtXEVzUaHxF8zqWXMYu2A2gGLEAXDajhRPdn5f45ld+muCk0fbBVuMKq/LZ4aZAIlcJ5b945t3IXagZjSmDNIJWNs0MrVAr0UqTsLyyWeB/XHkWvv0NH4/FBWA8v0AaqBbvjCyvrpJhA3GT5bT7jISW41BvZ8twLePqlHZVQ5WABrKp75UIMmY/1Sko0LYS0W8JuPGhwKUe5CNz6IpFT22umZE3z9ZW2Ia8skpJjzli7QrWbTiUoECtG8GNQIGf8va8omaf5H7dGrcjSjzPRjfrlT0WD53SdSrSDmnwXf31YP1szifMyY4ohQsNOgh1RIxcb2ts1kzeWMc7TQCmgHEUuKDAfEYMMYGWS1GmWwTlKVLlV+h+WIJAMc+yGamS3l2tIA/f23ouutidBhGKdSEpP68KnbIu89m0WeRenHl2fVXhZT6KX8aj9n8R/9Dje5ixPXOTNO7Bwp8KkLXTpHnnKl5uPnIzN1Gy+b5PDNIoJ24zjQ82fqxfgOqAye8ylj7kye/Ae7/0Q1AKGprSpQbZAOVNMdU5ykDOAWNTB6NDRtDMO/CB++/AO7/s2QKR3EySXR4ZYQPElfzsjglhLX38qvfejhX3+JI3f9aD39ufdPuThkk9Bp16+LafuveD8PS//iZwFzWbEZAH0iyGdzIARIkwxJgLFrsnUZ0ayLTDTcbTNnlTnSJ443neilqRe88gBqYEkRRzXippT0Zem0VcEiElwsnYFyJcAuE4a8Vzc6I6Uk1zMTah6jlC3JWI3M4234DNfrIFuixIsljkXOMwJcvCQoKj5cI6oB7OUuzOCIqazejJKoJPGJCQAVziRenr0rxRMTMwfLuqBK0v1OYxYHbP7r4Ni5Ldc/RKU7nZ4ISgWY9rzgy3xy6dRrAaAlnT9bZ5GlxopQofIwe85Ck/gc960csEljYl6U+DP2i1+3IbmtHKHYOHjBAFErjXj9jvRpyJayWAjyrPmCUq72VtndNSnA0TwjEjFihGOFAx1xGM16wfj6d94RvAV45c/6ozZgbcvO+Bki0rhPAcnU6+XMAImSucRHWKUlZiLDfzJqzF6KKRkFcdVicDjjY9fuYdz8PN39zhplce4/imTpS5OiAN1m8AulyisLYudCG59cBBHAAxNnzTe2Ryxoz/71Mci6gBAF8Ruq41s3HtYSvBPgvndMicz6BGhWleKG1ehBT167sJ/No8jNCrJCXWdc0MPa5zjZwijc8esuLB11PXSGlmEPIQBZrirqtkk424r/dmwRQfOffZp6vBmQDUqHN5du3nMtcq8z4SvRUYmRkEDQSN6npq/+mdazMSfeY6QbJ8FpFG4SOJYx1HRlwzwlqda4UMXhkXOAjreh37S+RBYJalntSAuh8GgKLwuYYowTaDDUXKul6oAWwV6e3Ycy6XPRPrWn02UqlcBD9kC85XdcZO88G97DjgYKwZDRehyGDzLGPtMsuk0CnOlZBvc9QQAEaGlxdwzKN8XzCWBYZX+tI5XuZ0lYKa1h+oWY2din3ztgstUF4WBKv8jAQJ0CQQXvLEn8Pf/Zof0j0wt3ORUaF4DloGFrtjSrFU9l7nDhutT3XMEZ928B687EXfChAJh3BMksnYMIYr4gQPl4GwkYF/9OZzeO94Hkfff9uD3+9j7RHXrhlH4+KXn9cU8YDcBeReMxo9OYOcS/QS5mgQF3UWgxlEXerJMJNmUOzagK9q31KJUhnWfGTdoB1xLSRNh6vCikWqaB0wrbuSvlzSiE/671+F//5XPxi87CUVbs7ULGND0ZFaKRUi+BbOHGgWsjnEpcAolKdRDEFUPOi/+aKX4P4fvkkPQOrgUUO+FylhKa5lEUhf/Oor3/xX8C1/9s8Xgp1Ez9y17Ojn+T5lBdDE1KiVpU9rjfKMGRm5PRehOjECF7PnGJBgkVsnq5hZDAInr2jOmt8giu8BKgTHUYsCWvuYX/0q/PpnPEv+iKFgj61NC0LqCclqZ3SMvGCgy+iHCYt+Qh8S9uIoBkOpbMuqIiNqakXh65TN0osMVCie4wtp+4T9N+Jv/q/frdApe0hc+7m8vWMIpkxlozdYhBXty5Y1ysbREMcjrp18pRISuxNC2BDoJCBf6bEeezzwnrOIDxxhPNvj5OaA1BM25wDuGGnB4EUGArBYjggE7HUjhjAVxSnAnCo1XnVNaLKb3hieDzuDNrkb9wasHR8Ags4rcrwweSbVca9QIvOS0WLj3RzvQ5thaq+rvVBzkna14nhDI/Coho1lNOaR95KtZWzJECMRpkkgK8fTgKO0ECw4d/im7/0BvOmrnlKMxhKBtzWFAES/hvuIuTlXzim0aLyDYBVj0Bze4sBtd4B3sErxufnaMuO8tY7F7HfXp+Uc6mxsuCvQz8QEcFY8/ARaJwQPfUlA3IjST3clIh11uLDaw5P7e/G5P/bV2P9b+0jn97G5fonckWbyPIyYdW227nE1WJAdGTy6PkSBt0q/zfsBIF0nWkfXIvint/IMXHDptCVchAMEIiTZYlanLNf119WI8OR5/2z8nPSFQw06abDJCOAT/+HX4/3+4XtBXSd9oMqITNTMz/m1e35GUK7KfD9+0CrhO4IXnktY+6XCfcusyM4Jm3NXzBHTF0/ifE2KpthotvE4D1hxj8t5wOU8YcUMrDcCZ91M6E4mDJczwggs72XEFWNxPyG+dQ+UCL/wF16A637zzqvf42PtEdmuGUcD990PLBfKW6j1M3xGo0Quo0JLQlYieKuyIT8VyxyN8EVtNPEqC6CHGE3sqphyhxEiYcjTJBN0TOJcTCzKDaOQqeKaEE8IuNLjwuU9vPfkLAIyOBNotUY6XCIvglSC1mrnuddNstQHmcNAPATEooFUL7rcAOqixlQWICnkE7BKEoE8zgOOeMCTumM88ewDstCTLF4WDTcHT4yCGik2NY9IGQMyTqYe6a3vFD5MqRVQYTwP1gzzDrRGgdxPnsGnuEZwHJSj2CqlnkaNno36HLeI8PPmMMfU9CMcbESjRsoBsajRlbQoCkkrjvjgJ78Td/7522tVbFfV2ILJVt23GGCdOJkxSj8PIeGgW+NMXOEwnOAsrfHfjp6Oj/vPXwfqe4Ea9kFkkj0B3DmucGpMreJUNSICZdyZzuDLfvkLQesNdhJjd2zy1ie+bsnoiJ4brZy+4ow3f37ElT/z9DJv4KQardKtSVjGY0I8CQirgKP790CbgAde8DhcelKHcR8Yz6qTMUAw6lHkPYW3NZWsWxcyFmHU7FtGpAqv8JCm8lx2/O6Hoye+V6Ou1iyQADO5Y6pBx7PjNtkMVrEFhWdQ+5wKbAou2rwDnlGyBuz+5vrsrM2NGoNPSQDFG3qVsGxcAoua1oxtwGaKWE8drkzC07gnHeJDl5eQlgwoDI/VuM0KEUQna7jxCgJlR96dSl92pgXro8/qPG/Zdd5p0770hjeA4lxVvtuOxWkH1KGca+ZwmPM25VDq9Vgmb8URH3frG/HOv/2ninQrZYUMjiwZjY1WZV4B3RGhe6DDe995Pb7i1Z+Lw3dA+VxdWSdElc7ti70EJmKXMHQTFt2EvThW6BQS7kkHeNbPvgh0vILVXylwoVj7s+yJoY5DM9bnUL7qAM6QAtr/u/ora3/tqmN064e9G3d9+YcApmpk67ypOpoxDaAqKLhn4Ma0J9ObcyT9QVg+kJHvv1CCYQY39VkdrzrF7v15AcNT22l7svvd1tDSTdzWIcoI2CBUkQZPCJ/V7oIPAjBK0dNJORqr1GOdOxynBUbucMQDLuSAHsDrv+6JSDeeA60nxKMR3XESrsaJwaiA/ooE2aYbDrajgw/Hlh+Gr4d5u2YcDVospXZGL3Uz0iDRXltQLeoPNXq7LgkelXKRtl2GEQMlDMhYEiESF8PXLyq7DAgATcrdJr6RwS3tuFLyJI8ToFGqsEkIm4y4ZnRrRnfCiCvBOHaXAsYLS7zz4nncNZ1DHDKmm89iPOyRFqI4lC1KNSjBsVPYVMjo1dEwxaHG6Mg7RnBZgFgWZ1uMskU5ItZJ9LWvpCWO8gLHTNikTkjLgQTiYguuYd+d8WsZlkUY1bFT0nqMpRJyA1FDGzVjoBgDQBuRslaqSs8J4bbpGKzDcyqcQ+AJ4T4zBVT4VC7kb2qu0W+SPmVPNmgKjJgwagVrI4Qf5wUupz2MHPFPn/Az+Ctf8CtgZvB6U2+DxIkmVicj1BdC60QPccKZuMb18QpuiFdwLoz4xfuegzv+1mtdUctQ9fWLzC1KhoPVcRWooUSPPSzHSJ6vXd2OZ37l74KPWtUpnhsOpU8IxFSyZRZNFLw6Fcy+ySq+8ZO+B3d9WBSjaz0qhMrkbgU+Fdfysz8idCeEuCJ09/agiXD3C4ArTwKmA8bmHCNHIO25woa9GKWD9ps558JrmQocRwx5HaM2vHzmYddeOsNTW/NcAv+7GCjtZ736VzXq4KKmcFHT1oEBRLKzzAblfxjsY+ez8udmyTZVfpacNLEp/8jzYmZZB3JVBbNaQZZ5KnKjWWoZbKYOR+OAK+MCa+5w13gea87CPdiM6mBohtTWuU7ggZ3LsMl6Is9L+lNho4Z7nwctzLHa9bycw3Ya5E3O4b58NWy9CzrY4ZhrltgyxYWrlQeMHPHF1/0m/vUX/ivdLyY1FLUi81pkReMJozsG+ivA8l7CmTd3iD93Hfbvzljdsi8w4l4Db4Oq0y00mKB8rr5P2BtG7HUjDuLGqU0lvHO8Hs/8ypeDL1+pZGddgwo3UDPpZmAL/FDhstTW27k/R7zp5BZUDhJ2cpx8t5fIPajUXbGWQfhPz/oRvOCvvaou3L7PrW6EQfeck+Gfg41rD5PznM0IWRtFHKYqTvFMcco7HJUr2Q6zOWTqNEONZmOmdVTbwJopGI65K7DmEZL5gUlOl2wj5Kfrl5DUAVNBFAkCdAXaeKxj8igvcDEv0BPhjX/5X2F98x5ovUG4vEJ3PKK/MqFbZcQNpL7GkQR/7nvuPvK5w1Pu9LH2SG7dg3/kUdL2FshnFkh7nShrLBROMpisrRgUXCKXgmHvoxTr89GwhWJSBd9rEXa3Ue1YFEsrUReLClgBOSrp8OM0gMcN2KJUmwlxLQpScS0wgf4yI0yEMRG64w7Hd1+Pb3/ZZ+P6Bxgnj8tgAtbnAqY9wrSn1aAjwAs16jvJ1FRORCqp8J6SRDmMo2EGckO+1AVoQuEVmErMJkVc3CyxWva4nPew4oiJA3izBk25IRrmDuCB0XVi+C60QvVBZ0oewhkYQhLOAFCjj662w05ezA6Lbl5dPFAW7G5yxdbMyXCRW1lsSR0QWXCzYnc9HtiTEEcUb6QU1DJIHKkzQ0yFBG4GFqvyVDKt8hTL5plACJSxQaxa+psNqItNBLHs29YFAchLBjoWSVs1Gg67Nc51x1iGEQc04jAQlnHElRiE59NHyWgYQTRaZswMB5bzhRrhBRTDjNxkpU6L1pnjuQWdYkgknqkUp7S+GHXDXPEAAFgxYeSkqf1JYGSjqvBsAmKsZOHcEzJLdoOJkHsWUiLVYANlQlpm8DIDHSMOGcNi0gJj2zwiI9GXdSFQlZiek1ldVsBzJ4DWKfZE7UBZI+VANAPMkW8NKlXgPvp7cx41aCyLKefQugUFtuLgWqdEF7ei/RZRdpwioM4HydSqrHTSoptTAlToIox6LUZe7tWwWQXkRcDqZEAfE1aLHu9enceCJtyVIuKKgM2IzTmJyI8HwLRk8MDAkIvi1F434qDboAsZ+04hqLd1zbJrwZwrNGtJgaNpNH6LSwQ0xuepYhq7agm5tgtK5ZX8Ju3PlcIzBQ+/kUxRSrIObEaEE5LscSB0Q0CYgDUADoS4ZqRBn8+CAFKO037AtA9M+0DaA9JSa+1E3S80KCX1dsYSdFvSiLNxBRoGhQvVbEYDEZLOcY5G7TcLTPQaxPu0l30Vnv21bwItHcBvPha5fU72uXltKlsjExgTh2JQ7yTQukwAQdZ7H+QAKkHb1jUvv95T0PurwUcjsm/JgfsxpXPTy05Ld9kcPT1kfVpQs+H6AEWxz1QRi0Q4A6vcg5UTWiRus2SAATTOf5iEN1XVuAQ+dTQNWrxvr/TN9XmFfZrQrbSQagiIDxwj3XYW/SXZb9M6oD9i9FcIi0sZF9/vHPDaU2/3sfYIbddMRoMVNpUWxlsgB91BcTakgqpEZ/uQMYQJQxAC+CKM6CFKSB/0378S+d/cXJUlQo1YF6NpHr2cRWAq/r7izUeO+Lizr8U7/+Pz5IPjJPCpUbIa3YqLVGdcMfojiVQNFwlhBPIArM4FrM9KNiNpFWiJ8qkjZcS+LtVChNRWZ+3BLWzKovxAg6uuaVVCngiTSu5uFOpz/3QG96QDXFjtgU9WSHu9ZJT2SDa1ZY0WL/oJe92IvThiP2zQ04QD2qC3SGyMKp1IdQF3/dsYCFcJHgI10jrPaJQ6GrsiRACsanGNcsnv5giY1n05LjPANQXij1+yJb4vzcBW5Sk7tkUyx9zhOC+Kln4huatDQ1OukTgzqnuFpwFAYAz9hEVM2O826tBNOBtW2A8TPu53vwRvfMn7AV7WthTsm22Ssf3b5JKtWnKthSLnLgYYtX0OojYih/o7uQq3gIMcOgd9xdIXI5JEwqdJ+kJ5GmFUjpNunMWgndqflvHhoPNl0PGu0JEQMrqYpeaIZjQWGtW1e/xTv/5luPjdT8SuGgB+TG5B/krWodXS9y0iIzHwvO/4Spx93QO7jz0b+80zmzV7RgnUVjUHrh59nzWfqbUAikEKzTnOTPj4w9fgzh+7A9T3NXqq6lNhQsXMJyEvUwIwipzmatPj4nqJ95ycxbvX5/Hykyfj/T7mTXjt33sijm+MOLmZMJ0RDhJ3pqomYgfLOJZgSk8JGQE9Mj7yt78M73rJM2Scexhficq7NWXe1w+xe5pKx65Pt2CTfvyrKIQZub5vN7kTBzv3hdA7coe8GSt8alRZdOX2UWL0x4zhoqr9rCRSnQbC5kzA5kzAuI8i9W73zT2DBqm108VUglKW/bYidQFZFkLxYreM6sZRKxA+X4smt4XpJkI2wQgPsUQ9Tlm2Xd95I70EfDhsc2VsP0tc1+DTXg5uOOc72HWL6LJ7UCp3z25MSZ9Sc/3VidIh5WB4xpm8aoVwG0e1W5v3LM7V8Hx0z9g4qHZCaPenAmm0TA+XYBgyJKMxBREsKRCqDussVcKP8gKJA45zh2MeEU4m8PGJ8DVSQlglGZtrKeZnsNarBmgfRq3W23r4vB7u7RHwWP94Gg+dksBrSteqgiNA4BFWmIjalLvxM3z04szL93Dm534fINMLt0XltAuwnxXv6aVgrfLzBhHP6O/Db7zwe+TzhauRBUI1Kv52w4K9PRFSVVzJx9NAmsUgZHMyehRp0xKhiq1R6PGmQJUY9MXmKqSl3SgpA0goi49VDT2aFriY9nBfOoMzwxrjhz4L036UAnJ7QNpn5GUGdYy+n7DsJpVaHbEf11gq1KEHNNpDJYq7BR156HZRaTvJ4J6Y7Bbvchqef9yit0Z8pfoqUKyy4svvlhnyfQmUzc0MN9nU4MZIKDC7EUYGDTIGU0aVEJZjS4ajOgRMAEVGp1m6ZRS8dTEawFi95jyu+6k/kMKW6tQZJyO741QolnQKBS7211yecauFGoGf93vT965PbN/30BzDw5sK18gZIVEtYJaMpwFRblPDwgpH+SJ+wep1EOp60AmeLXhSscGmzHDVTGewqOYrz+DwZ36vGJW7jI2tQp7OxoXrv/nvEYwM4PHf82rgXXfVLzn1tnk0vmnmsOtxT9PqbzJPu3aI+dfmzjgAKw42cleMvTv6S3j5h/57uWZ1Mkr0tIgjWOQUytUI4DGIWtJqgQurPdy1OsRrj2/Dx934enzsB70Wx7cQ1ueVtD8w0FdVtUU3YYhSXG2pXJoAraHxqrM4+5OvrMEioHUuTltTCmTqKv12SvMQzy0Z7ZmTjWLY1nFf6i7xgBHiaPc0YfqY5wMhCnxKnQ0kLZI2KeR25XhKrJyMBTTjTUVhrcg5u72ij662UVBpXFWnqx0g/AyONZK/HbnHVs0IkzAv0sAEzAscbmUEZ32/61FlVegqjgH8GlPX5J1rPM/f2N0CqpMUEJzDb8HH1lkt91H6Q/ebB4HgAW4PPK0144ea9/zaacplBmnMTPASyZU/hVZa3/YrczZY1ACteN9a4VNrVUYU7hzj/ueeAW66HrwZQVNCPBlBkzoZG+EShcTI8Sr39lh7RLdrxtHIi4jpoENaVPhHMcQ7LhXBKTJCVNKnFuozbK8ngsumbZaBLYp6Mtv4dxiqrb3ZSpca0W/FEUcaBecpKU9jQpgkYt2tuLziWjeOzCUiwB2QlsC4b/coRdryIkshQjJN+VxgIC3BrQmjVeMVKAW2LJMRJpRNEVrMZz12OJl6PLDZw13rc3j3eB2+9om/hL/7b78fm3MdTm4I2JxjTAcZ2EvoliMOFhucGdY47Nc46ERq9WxYFYjDEJJUbbbNJ7b1HB5qJMRUp+rf9Xe6CrShOFTlQaLBBduxpXqxqSEBlJVonrM4jOacmdqJi56RydtC+pOzd0qFq5FBGtmukToKJNHMlLeJYe66uc/ohgl9lKJbZ/sVzsWTUnTrQB0T6jo1GEjqZ3Sh4WYUIrhtoqElxRqvyVLoBcNMWa5VjUu5+AfZXMzgsgq9BWesLy0MKZFddewMCjclhNUkMrdqzMYNS00B7ReLpOdY8ciArAXIVIiwxtlaRMkC9q4ysEDDZF3gAOES2X0J1qmMoSYSi22jtvol3tmQOZlAygEheGnbCp+ofXm17J7PlBi8zcZSIFX2ehCYj52kOsl1rBrMB0CJuAuBWWSIMU2ypmi9E1NIMqO4qeS+JmATMK0jTlY9Lq8W+MMr5/DK+5+A73vLh+E37nwKpuceYTyfkPcYvJfQ7U3ohwlDl0qG1NeJORtWWJSxS+KoO0GP4hQ6+E/jyLk2J/Ce6lwDOu53//+uyLRFpA0+tcmdUynUOjIIeGp3ET/zH14K3Hhe1Kc2I2g1IkwZcZ3QHaUCTyOWPjYVwhxVaUr3wrRkgU0tGVaE0wRRYtBshsq5mkzwQEl4CQpprY6FC75t9ZsGJUq20xVnNehhqLLaACo3zDsCZS928+UUB3pU6J4PJrX9zjuc6PrQvbStQQ4jcRH/iMXhd5DjWPvDZ3+bfpkFFizL47MZpsRVREt2rJvlfpyT4bMwTYDGMu9qd1SJZHU2vCLcTH2q8KeSIRhiqXVjXMKjPGCDiMs54Jf/r+/A2z/7FiDrmnzxSLNujO4kob+UEDeMcZ9wtenzWHvktmvG0ZgOeqklQaqqMdQ0cVHXUFhRCIyhk2hYICNLjzgIm6LzzQFAbLXcmwq1qNFf+QPVuNBIgCcSWzrcZG4HInzBb/4uVh/4JIlSqWRnXGlWw1R0FBJSjFZCIbgjiJMhWQ23cQyTVDdW4nUfLDJbq3AHoJCuSRcfa8ErUEBwm3FFoDEgTwHTGHHhZIm7jw9x7+YAbz25Cb948Xn4v9/1CXj3J4+49Pw1xiesQddt0C8n7C1HnBk2OD+c4LBbKWwq4TCcYJ8SXvijX4/Nlx4CIYrcauc2NNt8rL+NcAiUyCOAssAanKdpLrrlyYJFenYedcxoYA2FDG5Oo7NGvuQ//he8+4ufVyP2uohbK46HZTYygInkpWOlVFvPlfxshfvWuROFMitUp+cpjkAQOF3uAcNGn1+e4LrFMQ67VakGfn3Y4Az1wlFYLMB7Cyls2Qd1LIzLRMUpLzVZVO7ToFNBDXGgYpnrDYc2ozFTTrE+Lx930CnbNCerqWGOeZa+GCH9yOMEXq0KPIcmhZBMasMk0XMvcB0lOlLWPuv0noJwMww2QcTY7zfoQipwSiOCW+ZNLppAfS+RXeaijubJ2g3xuPhcfKrB1AQAigQrSTS+nBc7jWGDrHi1qbbeg2HMc+nn4sg4ro8dtwmelGdTnw+gmPBcC/ZtEDHaZydVSUvqAG5yK6eZoOp6KkO8CcA6Ylr1ODkZcLQecO+VA5ysByTFii9uPEG4bo1+b0Q/TFgOI84vT0qGdBEm7IeNPrMJETJHaBiqoEfhfdVn4wtUglAgsXPD2frTjM6+1kLfYby6R2aBAOew2RpjTnZiEYUwlULZJ6JbBySbJ7wXgQ2CGeF4U2owUaoqVDLGnfMUbZ3gmv2MDFpUB7svhT1HCXYQ42xY4TAk7Ic1aBiUl9Q6wJYJrelOgKLPaJhwRBUkEIU35eNloCir1c7enj8k5HL5ijnNckyrPxPNgXFrvAUEhfNRDfTG4HUD3strWxso1Srz6ryyy5LBnC7nYHDgWTCAG7TiXBGunl/7l/3Es+tvL5l0LBUhDR1LhTulWfGRI9i4U1qPpaAXvINhPEVXNT1rhfAxRYH1qcztxXSAy3mJY+5EuGEC+GRVhCDi0QZxNQk/LwBxzRiOuKn99LBtu+yFP+nXw7xdM46G1cyY15XgosrDLayIpH7GwmRWdcL3lDCUcEyNXGylR+fzZcf8qRHwGlkw5anEjM86eEAm3qTp8MmlNSe4Wgz1mN6gqdWguYRE2voZueJBNTIl0o9c7QtznsgcDn8DkOuYnJE8iqOxWvU42vR4YLWPd5+cwzuOr8flcYHD646xONhgebDBwZkVDs+c4MxyXQj3e3HEYVzhIKzV+AGGCwS+892tQWA4ap+eLn2vcp7aShEk8FZG47l7d+It3/ZC2ShLJwKWUi/3xfVFBcTsIkVz607bnzt4AOMZtBA0oOJerR+5/jTHJqtRPRajjbQ4Ul+gKc8/eAfe+s8+THDmhWguRhukK2RT6xkYMoZBoCTGg1mEsfBgPuBXvxS3vJzFeY41k9FUCTYMt0KmPBxC/FJu+hvw9R9OCVftWihnzh3PiMaj8lZGrUgrUXPg1o9+F+76ig8pkTlT4THcsUXPzZhrsko0O28Q5ykELhHdkg2kltck8Epq57lJfdpteMMCdczOo5rAbvjZqXhtU2HzbYfDYY6mP8dcGax+lppaCMUZMoOG20s228cytUDFyY/cOYnbDHAujjG07ovPZoSprmthhDgbqRJQj48XWK875EwiiR3l2rsuYViIk7E3jLXqfdiU4EUl7ZM6X9RWcXbOWrOO+6h0uec65q1FxzfYqkdk37OOsv+mWbBBHQxbX3xUenTKUyNrcApWsyer8lRyimsZtSidrA8cqKwP5X79OmqEbSdZ3YUq5Wz8OWsDNNvsx7rBNt1YZ6gDQyiOhlcDa/rL5o6ncwU0jkEDyWJC0mywEfItW23HLQGgXXCsrYfkfncf9NLT8/asn3kRzr35uCAdDCZZCtOW93acTt87LRuTdrx3Gqy3jqF6zbmMoVC4bQ1PUeckadZtzsMsaoy2r2QCUg2YmtTtWgOmK+6KOuKGGTd+7Ltx1xc9H7xa1X1qytURNuW5h5JJfaw94to142hwoFKQyFcBL0WJgi2s2ZHUTPZ1aiIuPWaLhcnYzff6XXOGq1QeoDADrXRsk1+cDSBDDHv2JD9mnZwO12xRjZkhk/W+iiNF0GrgKinoyHjBkSV7JZ3KTTjrxBnHEhnmUnFZoh+y+PA6Io0R61EInHcfH+K+1QEyExZdQtdl7C02OLtc48b9Y5xbrLCvBNv9sMGZuMJ+WEOKITk4T9c12N+ykc3uWy4Q8Cl1D3HwcKkPGO7F6/7qS4GFczSAoiUuBpVzOspzlAVcfJLKFwBQ8K9NM56G+37Fv3I13JyhYYZVypLmtrHiKy5/8OIP8euf821iKDGLYa18BB/p4p4Rlwlnlmt0lMT4imucDSdaEZzwhO+LOPff3qD9LNyjUtjSzZmGEK5ZshgzPO4amBnJOKXK7WkQgFyv3forz6BkogdfN8wNB/zEHT+Kp/7FN8GUjShnharpfEnOkFWoVYlSQ/rd6qRQlP80KWgjT5tCjsnDAgb90DXADC5bE9wtNllOoDWWSpe0yjNb3CkSXs4uwjY3UVR33GJj6XFnTkuk3GTiWhby7CTumTQoS63g7smnhgPfaKYv67FLBXfjFSkMsxSaK44GCTxT62pwIqSTDmmMYCYh6PcJOQXEmLHoR+wPI/Z7Kah4pttgL1ohyo0qhCUsKboMEzmYjjMq57vjjgDSabj6/CBb6xYUE3X+l1PYOqD9yUylOJpl8mpUmnH8jBtBB/vgcSwZ6JIhZIUMyiErRNAcDMuAqvqiZL/rWIwkUGJT7hoUbnfntI+fuvjBsmY0mQzZb7fWZN+VztnwFdtly3HOc3AG+tYz4ZJRZW6r3ctXZ2p3p0A2TyXVzt6y4qkmC21zMwB4+o+M6N7+3nr8gJ3wu1371LyZfXBVKF659tOvd/vaa4VwQObnflgjvL8WfnXY7ragZoVR6cEgkvYic2uqVpvcYcoB69zjUt4rmcyfevYP4/rPfBfyyaqiI9QRDmPWoA8/Bp16lLZrxtFIy1CcDCvsxJ2+HATEov2LbtKFNamEZcIybNAjI+giUvSygbqY+JTuvHkjUn813OQ6d6qeE1XfWuQ6Q+Iij2qqQmFUXPMkxj4TlfQ4FP6RBxQyml0fDYI39/KWg2LNDQNuRnjJYLJGylSFoihSOI4BZYk6ho2mVRnIU8Bq1ePS8RKXVwuspg4pB3RRjN1B5XX7mHCmX+PmxRVc3x/hMK6wpA0OwhrnFc4jz0dw79wrdCrW6KOPyM0Ntiqc1aqFWJNATa4LrGveuSjBMPsSu79hUJFYsNP2sTWPimmVKCPgHAtzMubnTPJlg+vU4khdwWevuJeaGrmXCqwpg9cb0GqNsEn1uhVmwEEkjW/aP8JNyys42wk/43w8xmEYcWM8QB4CMGiRvi4obIrqyxHAPU+jQKecQVKq2+qGPJDIwJrx4O+bA21H48xRdNFdzi0x1pwNmTedOnuMyeQ+1xuJ8E65PNtawM8ZW4QSrfPPnEJ1UqNmNQIYiyhZv54SDsK6VZ0hXRcGBVK5+hlbpG3fApdqyUA1NErmRCO0iSHRR8XEC7yJ632QM5BLsECsV7ufLdUctR4MckLEOx3A+sDqr6R/G2zcamlsclc4BdbWHHE5c5WS1qimcQmKQEKyTAZKICNMAI0BfNJJJHWMSFNEzgGLfsJiOSqSjLHoJhx0G5zrV9gLm3KPB2GDA9pgQcCCehjMpYoe2BjX4IqtK2HWp1Tv1Zpxp+YOXN5lvM770jts5myYo53FgUtKuLVnZ/Apz3/55e/7Xtz1555SBEQwpZIFtzolwfaMCIES6xymZIE3gPsMGiqMjohLFlT4PBL46Cnhxa/+HLzqBQJz4i6KvC1R2Ss4kIiQWP9lAKTQ5CiKjpatHShhYeuJ7auO91HG9g5jPWgNH+nzOnciZQ3gcR2LJmvcrO+tk9k03UdKptZlrDyX4r/+6L/DvZ/wVBsc+lW3Ufi5qcethTS9c2SKfe3YabLm7h6a7CK5vzMaRxVAkQY3ojwAfNqZN+Cnf/4HQHt7MmZSPW/lTlUngxiloGaeAlIyJcCg9bMWOE5DdYg54IgzVlMH3mzA67UgNAqsNYkELnBVR+mx9sht10wdDdHHJyW8KW6903GtsKmohYkW/YRIVfZ1odEwUdrI6DFU0lcMZXGFRi88lKeJNjij1xO0TEkkc8BGya1VrpMlo+GzGouuyM8JgdiFfmfnt3uzyI9txiWSFCr8wwh5hjdlX/8BNVpqyj15ohLlCJNwvcKGkEnNriFjGqNWDI9Y9COGLmHZTQKV6iaRWI0b7MUNDuMK5+IxzsdjHNAGS2J8/Nd9NZ72W3eCVQXJF0bMZvzO94ddkSPrDmKnRhIU7ltX/9Kv1qXmSAmkvDkHQ4ppGX66YoIlK7WV1dDjwy/k2SK5zdsgzWiMmw6bmDF2sRzfF3i8xAv0OYuGfiDQlEDrEXHVY/kAIS0jrjyJcXjrZdx6eBk3La7gBnXozoYTXB+vIILxZ//SF+Dgne8BlgvwolfYVJCK8h2QeiD3VBxzs/9BIgfdqePYhVz62TbioQGr6RwI1G6WzX+iGJzNxkOMnEW3XSK7Bo3IWlcg4pgT1lMndTRKH4sxy5uM0EndDMMbA/JsjcMyN/wMNmU1dYKL/Nv9HYR1WRfKSVMGl7GKAj/zXKoiDxwYVvDS+k7mZ6ryxTDHAPDSuVJPJjjOC8rY9dAVDz+z59QrPt6eTige3uwcsc77YsSY4WQfUjlW450FcFnXRh2rG8308TiBKGg1+woHNTU9jvaMxDELEwErgJLWNtnjUqWdGThZ94gxY38hmYxFnLDs5OdeHEuGdBk2WNKEgQgf8Y0vwtN/7V2yrlhGI7QOdQttsz7dtoQCuMBQzZg15bkwX4dSrrApdsau2y8KHNYtbCajLcU7B4zdqkCnNjEiMXCF18JRShmkvC1yTna5FzVCKTHgitZWZ0qy7iFkceJikiKqFnCjEQdhjSUlCYRY0KCTmjvChWyJvTmy8gTlEpKOxZ4yznbyfPbDuoxVpATEiLzskAfhidkYLBDOAIEEEyNnP0/aqvcSAGnXYuNTmnNeIvaWPfJ7yAyFUDKbypsSNUrgkz7ni3Hjm9/RQqpnELIyN93xdwlA2BgCgAFZBDGJkSzwp1mBBs5nGQc7jEGoWfp7KpxQKxJs2THUD2omOBisiW2xQgnQhA1JjRUXBFqNHa5sFhhCwkHcFP7chXSAA9og0govveNH8IOv+DC87uMzaDPqjQ/IQwQTIawZoX8EeBrZe3YPg/YIgJtdMxkNI7NK4TF1MlRtqkp0Vgy2SCJWZRmvlQ9AFommhoa9dhiXPmLlr4mN3FrT4aLRY9hJncw5V/lSw91a9sIfz0V+tqKmGtEMGjU1IripAwG2Ocq5I7AlpbdVR0M3q0aZIlFJq2bFcOYUtLhPRFJjiogxKCfjfH+Mc91JIWsOZBWXCYfvOEa+935QDJUI3oUS2Zrfs79vizo2kUf9T4PbvGL9ODz3+18sGt/1Q3qfwNUlKD0h3AoiBXeO2VhQ9SkxJtjBGuYvteBcEcTEhFXqsU5duQ+r15FAeP23PQev+5an4Z6Puh3h0jG6i2ukBeH4ZgKfHXG4XOPc4gQ3Lq7g9sUDeNJwL27rH8D5sME+Ad3r3wnebBRCEjVzZFLQ1MCmCoQhcJ07cPwMHVO2Ec8buYhfO75mb7h+b1BnPqORLarbaTZJI/NZwsElG2cvl42yZ1wiyPPTu2ggARp8qHLQvgWo6kxAxfzvan6Maqah9ouLas46oxQ9lP/c7pT5sXe8Pz9HObbBv4jx0b/7hbj8Y7dJKF2+sHUMOTdqP85qnQAVYiKKetWxH1khflZbJmXJOBkGXNcUq2/ScGjMOXR8jZykn7uYa60H5Z91ZR2ZauaJpHr74TtWyPfeD8SosFcqROaGAL6rlSj0Kf9/WnNqR8178/3B3a+vp9NUu3bGomDig+wXGbJfsK0vXBy5uu7oadx9cmTUDCLKIArqZJtEsGUJjKPxl5/ySrzln79AsiiA1KoaREbeZ4EoC8/G7tMUwRZxUl6L8QR1PQ/VgRZjmuoeO+PlyXVykWv3raipASJQoZmSIm9rlzjnV+2aR9ieP16koX/NO8GXr9gH2zWOZte849jzgn3AKXVAQnvs0+wLyzTaOubXTUMvaBUUkWIHUGRuJyfQMF8zWfZ5KdQL2eOzKQKGAtGybPMRD1hxxC1xxF+47hWyz2zG4tjQJDVfHoNOPXrbteNouChI+T2as8GFJF0lOpOrBl6hIAHAt973fCzvY4n6ecLnQ5HqtF9t0qMW7UscsOHOZTQY9z1nAXrS7WVjJosApmqo7nSuXZRMrq29RMtoVP1ymeFNATugntdwm4UXUiNvxVhTJ8M2FJ5CsVf87Uv0X/rZnI39sNECUJO+lAsTSORCY5vN2Kq2PG+zTjktWnTXeA6Pf5lUYZ/331UL4bj/KgRlg04Vrgb5D5VNH0p8mz+7pj8NOgGzx4JKCHbOuBZDIzPhtz/tX+A1n/xS3P88Bl+8jHjxCA88M2L9rBPccstF3LJ/GTcvruCW/hJu6i7hcd0FPC4eYcUR/+yejwaIpLJvp0X6+licDJ45GaUiuDobjZMBdnVntg3y4mT4uXKVfvYQADhjKytnRTazrkjclrMVQzZJPQ3dOI3kXwxX/d1nGuZGdVaoY5XuTQ2Ewip2f/t9z8XyPgAhbhFZy2XNDRi7dXU8/KkLmVWNGckSnd7mCklbfbnjvTlxmX/letz4H35XPn81uWeb83BjeObQ25pmcEKbcycf9RzQwUFRoCk8DRfAsDonIbXnKoo4UxDVG6aiEtg7B8NzzoxsPCj/LEKcCuq7IuXc8ABcxHnreQEwOee5UeizmhLpNi8Z1XHbwaupxj1cQIMkq6mORnLR6Eq2JxFCQMQxdxjBuPxUgJ/9lMoJYwd5nSm6NcIhpziRIiQlhWu9XLXd44fuvwXPfcHbWg6aOty+LoLtFwBAIWOIAkuek58DJCBmPLFyPHM2yh4++15oOYfeKYtg/OLxE/Hrb3tqNdI9707nfUPU5nZcG3RKrpH1uJa9LTc2f7SnBh/nze/L/tgAGkdjHqQpzuOpHBMqzkZRR/ROhjkdPmppY6aIz2yPUcoAlJMpAcU6Rus+1Tl1tIgVizAET5PI9jvBgiqEcpU997H2iG3XjKPhCa22OzKhFOYKnVTL7mLGvGKpbVIDEpYE/Nbnvj9u+uE/aDeNWfSi4HubBZwkSu2vyyJHDpttRuSKGb/9t74Tb/zCGypPw01EW2SaRdEWAtvjgkar3MIcQ95a4CNyUZ0CgBEQQq0tntnIm3bgGp3zBnJQ+BRtAjDViHCMGUstylf4Lw4KNHJEpCxpedrggCbshx7cB6lS3St0yvWvbWjVAMZVI5E+4m4Zqk88eAN+5j+8FLRclv7dwu2ak1YirhpVVR7FrmY8jQQzbHPNlJTMUP18IcAaHM3V05Dulo1ilTpcmPZx/3SA+9IZXMj7uJD3cDmz1ChgEqdpvcH3/vWX4Hv/9A/ga5/+3/CZN/8ePuzsm3F9d0WVdySL9eMXXoA3fHgnz3kxgBeaylaVtjYCb845SmEvipVbQGSYZS9dmRvjy7dmAz4tKgcInCFXg7/2cYUcWlZjYxmlqMXLtEBie2JvzHKtBYPqSHncNEMcvZRDkUheOqWcqJmGX/3CD8Hjvu/33YWrUeAglUWas5wM1cmg1mErjoxz/uOubJAd+7RNmgArROrXmVKPQS+oh0puutoSO5s3NmwMk9zPrsdomY2ROywp4ef/zUtx8pzbpObDlJT/teOys1SyluxGjYYbPhyQiLsVH110k8LbqvCAFSK1YMpAGQvqkGMQY1YV1rxiUrlN57CV393HbMyfRgi3rLQ4y/UzOyPlvCN6zNqnJufsglO+8rW1DTP+4Au+C+/8WwDGTVEqLBwehYbljgTCxHXdCbrulPEYpJ5Up/1phmniUNbOnjK+8fWfhdXHPyB9OSWE41Ek2JN4hlmhlrmX+hy0P6HvZe2Z1CAtdSj0xokA6nsVuNBtU2HPTaaEhONApEIEM2iTHbOnjP/rJz4bT/viN9W5Q7TbiayH1r7QQIpmSwwaGimX/jAIbrEHTlO1ovZ11UAZ2vUyYcbR2JGR2VpPNePgAzR+TfFOwGhKcDP7AubIJBSOj3EIrZ4GsgV/KpdonTtcSQsc5YWzZwIu5SV4nCTIsBlljQZkXs0c4Ydt++OQo/3jfj3M2zXkaECNJ8ygUwxEbjasimE2adtctPKjQqUAFOlXNmiJdy7mm5RvbBEAnZiqQb12EBBTa0jsDFUbUA9hYJ0WoSrRDbSpeDFu9J7BWBIJqdWaGjheiSIYxGGjC5FXoNKFjk0CLwWMkyjP9CFh2Y04P5zghv4I13dHOBePsaSxGMELAjoIdrPcu8KO/D2KI+WUxHw0V42ASJWPYpEiH2HtyRVY04kbUkbcZESrv5Awi+rUdLQv2ucNG2CbDMpuzHBAMdiMq1H6cQIwBeSJMI4R6ynieOwLfOo4D/paYMMRR9zhck542V/+Vrzkf/0CXvIbP46ndseykeQeGQFLGvGE/j48ub8ft8U1PvFlX41XfuR1oOUCtBhKNsPL2qa+bvC5RxtRJHFgY2SBruxw0C0a32tktBh0FoGz8e2fW9Nh7aA2YvzEu5euDMK/f+YP42tf80pwsroCktUQhZMqodjMEfIOM8HI5378xCCRXSuYaG0LHlbIxB724Qwk2P3yTsO1qnap9HQZS1QhDlY5OQCVuHwVy8Xt4UXthxIWNGHQ4EIGqlFcMkL2nPx1o0DpavpFjeBcdfVPUt8UIzXeQtP3KcuzGZNyNLLWOFEYRXGinJNvsD0m5BRlbUlyzszCQdmLI850a5yJKxzGExyGE0cE77bGmnckstaNaRXWuH6nrKV+/cyFl+QVlEJRSyIUNR9GzTL4NcW62Jw499wsYjxqUbST1OM4LXR+D7OoN8P4g/PMIWWtxDyiSIsC0ErgUCl0CSAAwGaKOB4HHE99eZ4bFr5YD8kiIFARQMj7Pab9iGkZJLBn/aX3xKPAbGLIODuc4KbhMm4dLuBx3QVcH0d88v/v63HH171bgh5dKMa7KcbNZXnt2cSY0ev8HMKE/VgleBMTfuXzvhWHv7Qnl2MCDZEKpLrJBLrAijnPXsa1rPVqFwhEtAwEKBFSfrcgQ3DHvUo7TSa9PsKZYTkLXpW9135CxilrP0xF/a09TwKDc24ULutYrS8AFdHAslZyIkxjxDhFnEw9jqcBR9NCshpcaz+NhTQi54GeK6wmxKOxVbV6rD2q2jVDBjcSa6mfofCpKmsrxsQQqxqGaXwvw4geqcB5EEKt/us0s7dP+ke/XoNNiCIShOCXNathmFun/iQvblcycj8JjS76XAZQImUaeQRhwypBGZNTveKKpdbFzBbkmoYmkLdqSkS+LqKFkOZUmkTVy2QoE9YMfPRXfQXOvvldQN8LlrqPVW61m+Go/X7qnTzbKPR8li72LfnFuxihM6z2VdZ/D2kYcyyb/4ojRowNQZOUoElT1Q2nHRh3uQiA1eg12VAz4I6mRYmqW3biOKywr/0HMC7kgBvCEQ6HFQBotmjC9SHhY//dN+JZP3MBnBJo7wC8HMDLXsmXUQmYBoFACzu0qLzOHS+B6UnGVghOXvacZP6gZIuoGJI+G+fHkzh/FQJgz3PKseE3GeQwIOGGeFScRsosyBXPvbHXzHmcO/FFWrQ8aw9nmhkaO7MNFuXc8XidQTP/mhUyK3/D+GN+fu/4ItBAgPxL7N1Wgrg5p16TZTTKm83B3Wvr/ZY0C1QugRUK8yIXtZZGrURcIBS5Ot1h0rV6BiuUPmDtLzGwjZ9hdVz8GOwpy7ry4q/A2dffCTY4pvI0sipPNepgc24SoWSH55kM69MtbpZ0hPaTRSFrvwnshWb8CN4Z1PCKaxUCY6R7YOSEnIP0rSlPpVwkr82Q28rWuJ/WTDikVAZv9gtRRkw5AJnFANaismETEdcBcSBMPuOlrxAqTFfWY5LnA8le8TiC9pbgKOtQHlzAw8QoNFjY1L5yHEuToO5pQiTGR77sa/DU72cMeIc+LN//7TVy81PhjMQN/2e+f0p/EXgHfMrO81Darnm5Fciwelazt20ctQgHzTI2e28oMG0ZOwEjTzWjsQW5g44damoQSTaDJcigHI3kAkEjR6ybArMRT+vvw22/eQZ3/5XrwFeOxKaZEsAdQso77/+x9shv10xGo+VoMEzyU0jgJmtbC9n1VDWyd7ZATbq9wGF2zJPmvVlAYo7z/aM0H8GgZpGZ/2wj8H7RASzK/74PiVMxqLPbsvtsN0wqRa4kCmhKOISD//L74EuX5TtmADjpyTmGus1m6A8HFanXkdtKy6fdl+8K35fzftVmUBTb/KWGQAlJoolomlE1w6Y2Dps5Gc6AM07PyFIh+DgtcCHt4550FnenQ9yTDnBP2sM9aQ8X80JUkWiD82GF82GDcyHhMHQ4/8YMvP6tks0YBpG07dXg6mbqOyb7Se4C7Xft43nFaf9MdxaF8/CCORGz9PMOI5qdY6dfSjqGi4gCFNespNhySuvnxpHZ9eBnz9Vt0ruacFFOmQMz+CTPxuyDtTkmXm5EoqWWwZgfv7mVHY64bz6yubXaze/Jry2YOWlXOa78XZ/PzmaGzQ6Hs2QzeOsr9fhcjSmgQkTMAfbCBGd+4VXgy1cq3t2CCc04B7aFJuY3j1OdNl9H49Tlfdda7f5vp33pxr4vuFZIvWC1E9mtOQB4d/akZml2Pxc/py0SPjoe4Sc//rV4+9/9kOLYUMqIY66ZqXF2XkYJmkwKc9y555jISpgFfCwzAIjDpwE0c6JNgtrWH8vQ9+8a0P3mawrXrwY62jnZOBl2/KvA407ptPbvxqnEzvlS41y6pv1RTLNT9v2rLTUV4gu7gPqfBjudz0PN+haondo0SbOKiWtdDVNINKTGkhJe+vhfkey5kA9RuYt1H3x4t+qMPSxe/zsR7f9D7dpxNBReU16FzKr79oxMZhtIla/zqfBZVBFXMbYf7Lq4hTD5jViMVT7FGLrK4Nq1gblxuctg8gtbKaxlhXWuggP0RvKpl9OsXe25PZbf+tgUSErRJo+fdtjaUw0sM4Bn56nX0A77PDexzOifW15XuU3DUAMom78YAPo95pr2dkZVs/HsMuIMY5sDUq565YZvXrPAqC6nJY6zYGKP8qKofVhxvx4ZS2IcUMC33vfBGK5kcTAUp25RXTYnw2UwKq/Jb8S2CaMlSlLlFuxsJgUN/LGsPsXZgHfutDvZNkpHlLTxOnM4vP9kn7MI/dXa1QpqPeiaoMYrl4FQ22nBh/epy4oDruPZHdOMxzlXq0CnTmkPxUHyBr8FM3wrcEKr3g6UTOlpDkfNONnP9kLmXClzMKxZAEOw9KFAXHgHzK2Bzmw5blVt6qGs+A10MtfrKfcIbBuGvvt9Js9lNQpfw5F62xO357LjnxoQO2W8leCGnqvU70DEiiO+/Lrfxr/7vJcIDMarIapRGkyN0EXg7XJM8dDEVjxqhnXd3+mk+zXJCtC6TIORzC1wFfU5ElErRlGe8dyhnL0epD1YwOoq3du0eUAjof15aruarTmb+95RNRRDEdHw89LtTz44sxWkKXNSxqjJ6E45FsRCzTYLh26EVCAvGRQvBpEeQkc91h5x7dqBTgElIsIBhcyKGfHT15dYhrHoewt/IIlWfqQaGbGq4IG2opeN4QiZnIxqZ23JdOZaS8Mq6hYyYUqi1DAp3jzHOjGZ0ayIjdFdX5a56WOqMJeQCgzEt6TGcaNekvNMJpFKhKNZ6Hj7xc4QN0Jtp/LBS01vCzwtYUlqEPS9I2xqMagZlrZpOyKO848V2b3cYxV6jFipM+d2QU0VNwu43+BCPb4ZAaK4odCzXFWQRpbNlkeBTZUoI9BE0Laem/VjJuSJkELAeuxxFHNj1PeKs++jjNeDsMYBbRAol0J2ABTOlNFTwCs+9cnYf+A1wHIB6ntw3zluRiiE0ULA9A66r8aucslWNdvGU6kw72ShRwD3TGdbyeQCXeKtjdIe5TwaKn1OJWpWFE44YpUHjCFqscvYcg1yVo4PF8hWjea6l4vYGWzNmjlRXq2t9q0YRyHGco+l8rjxmph2GxzFEELJqsr5nKHsoVScgRxAKYONSD03jmwtclHfeRTeZ5pOdQ595HcHjNA/H5sLmVHgE+vcl6imKaSNYIUTWpE+nasGB52gajdU1hn5fxRYlZuWAnuNuUBeF6EqyJlguPQhq9GpN9BEt52TMbvPrayQczZOa3bO8BCVCL0RV4w5FZzwfSvHlC8V55pJ6y8FjJylpoTbL9gKo6WMlIPwHWZwza3srVsSfYuocugjR9yfI94+3gTejCBA5G33IsaDgM0ZQhp0nikcjDrG3mLE2cUKty4v4omL+3B7fz8OaIP3pkHGQ9cBfYfspMyL4lQH5E5qcnDHoD4jdllUx1xRQe9kNrdmMvFZ4GTm3O70KFjmDQUJfpH2vd8zi2pbs67VjmsyJO7vplEtFCz80FQhf6fMSxEPyJW7chU4KJdA1elhisQA7e2Bj45LwUca0+nwbJuLSZ3gXIVfrE3qmK5zX/bbY+6w5hG8twAoCCck9WBVY7ya0t1j7ZHbrp2MRqcGk268NuGt8JN3MDpq5fxKNgNCHC5RMKty7OeGblg826jM+YfaPnnHxAScZKFWOh4to5GzM5rspvSUc2Pf78L+bxZya+ZKqt2FJy4bMiDn9ETpbLJ39b6Z3AZp0Str2SJxcjmRpLJyR2KcSupcjj9QUmfOX0ysfW0XVfq1bj7bRnrF8qfiCMiHqiE81WiUOQFebtOiOn4RN0JiqourrY1WCbtXQ8eyRL6Ly0LaYNFbMj1NJGRNpzs/b5kJ6xxxkgZcSQvcnw5w13gO90xncV8+wIW0j/Nhhdu6y3hCd4ybwoQlkRDfuyiQqeWyrQTuMxoGV9D+biShBxZstDnpqBALwy77quA9ZXzib38Ffvw5tzdZnau1xvBRZRPWeiz+WULPbXwJe54jd+BR9dqnVHHN3vA3lRM3T8iwx6hGRtB7lH5vzw1AVVtchJq0BoCJRJjjFqnMlTpnqZx73syRjMTCb0CQKvBAqSuDzmoN0Lbjqn1HWnfC5r+X5+zDhIESDmiD3r4fCKUGicsGzWEfJbpst5C1toVCY+QeqoOUEaRonx2TtRjpatOQT9uB0M6fZk1za4uH4liV7kXhfFWFsB6octlAHYfOUNwJpfEcjVmmy3gBNt7j1k2gHfezsd9mMFwfO0PRglJTDtjkDpNWCRcJ0U5lbgNGZnAOcj4Hr2scdz02ZRQOTJioOqzKvWImrMcOJ2Mv59TsiWVOEwif8/tfhB987tNABwfgLoLGhO7yiOX9ExYXM/ojRlwB3THQXw7AUYfNFLFJEUdpgeO8wAFt8NyB8Hc/4/Nxw6+9G7j+HPL+gLyISEvCtCSkBQTS6eaPwZ5jzA0EuaeE/bDB+XhcnCKwOhmAFhYUvh9HBxOdO5YMsK7zRZId9RwlA2+ZslOcSnNiS6AKbiyV8eQ5OEHHVQuZzEx1nyrBKirH8XLFZS1TZ9XEBEw5z4tZZBZ57v/02z+Nix//THFMUwZTrfA+z7zX/ZBAk6zN0xgxpajiNhY4pWZOSGFVxk/90g/h7r/4LGC9BlZrCZ4+ImBTaOfxw+X1MG/XjKORiyQnmkwGgKLDvugmLONYoiI+yicGExAgRi91Xa3t4A1fF/3ymzAB25uovz52+P5C8LNNWTeq9gtbx9iC4cwdDgg+FkCzMM8XHau4XBZOL3vnnIpmgHvjyRagTBL1joyuq2Q9ALrYCT43gqWgFk2KryUMlua2+1SYQ+prLQ27Z18NtWYd6rUZJ8UMER+NlnsW4juPYzGuQFQkkZnknsIEhFEWVuLaqUaYtIzGcVqUTELUcUB9p1kZUjJ4RhhrhqjcSx2Wqj4VwJMZby71zbUA2jp3OE4LXM5LXMp7OMoLRBIteVMQOwwd/tfmEH/+oz4b+e57y4bFgSSTseiQFgFpCEhDve+5dj1HraHhas9ElbftgmjjeziEZcp+4gXfixe8UosiaibQMNhwGYDisPrI3KxjGqw6V4lWq0DdjN8dxe3mTqN3jm194KBY90yF5OgdnKjQDPvdIppzR6rAp1jur2DCffbTOTt2b8E54RYMEPgbSSTQDPWZpn4d9Po3aeRXHUMvQwygZN9GjpKVidUQ587Wt+rw+jWmiZxC1xQ9h693Mmomw/5OAL753/1bvP0bny8YbR0LFaIxc/A99MavafNaCmRqWtuk0gGyftcPi8MNLQJqmcotMTNvELrzhpkDWpwpboM3peiqdFBdU30whjHja7n71P+3wzBsr6hOVUIo2SI7nKSVVEHIst42xv3epMGvEujYEDAS8hRAxNgbRuz1I6zS+0nqseJOjFMNKnBKQE5yrpMN4tEa/aUNhosT4pox7QOrGxnr2zc4uO0ybjhzjCeduR+3LS7gxu4SXr16Av7CR/wl0J3vlaAAIJmRZcTmIGDaI0x7hLREVY3sue6txFjq3t2Fmm1ZsYSsBhJlqXCwB1outrmVrr8bp9b2EZcBNMc5uX26jDVb1zrJvnNZ19DA13g+pk5pZgtIIV970w0cn4ED2poz3N6M55mYLPhxXuBSWirEFlhQL/tTcNLWup8HFS9pimjazen4tcz+mKqTIQGxvihPrbjHUQ5Y8aTrXhA7KrNkUMarwG4fa4/Yds04Gk12wYzRyAhdNYJ9s2iiSa4OEGWZSKHZ3Nnp5P9R25w4uftD1YCp+H6Z7fPfd8KYZo3dxj9vBvkp0Knmi/rTR4H9R8oi2n7PV1kGoA5FjQLKeS3aohGiGAtHg3Vz2OWs2S00hpuDvcxVtjxmdMVRoFN2PjMGWIiMwTI3PmJUziORTcOlVh13ia7LRoECE0FSbOoO8nN5bgWrPrtHhlZXl6iUyAhKpFEKxmUsnVTpUV7giKVicGLGl7/zk/D3vv6vI7/jD+U++0GyGVGrrTspRhBaqJTna7hn7FXMutAad1VtSt77prf/BfzqP/gwkcHcIkvOjPL5s3ThZQ8fqco75mzU75ffHRZ4Xg3Y+r2pRdPMnVbCuHHOIaTYYmzY8TwG3MiN3ByyefYyd904JRQnY1IYHmDkepZic+ZkZ8c9QR2bW32nJzLBC18XwY4rNSZm49KtNyVT6yKm3jiu8C8zuKmRAvUtA/jAYcK0zwBncTY89604mj5L5PqtzBXrN0i9Bx/5dS0a5w5A751P+/IW766+2Pfn1tdq39t9npbRKP05+/u0KK4/hEH4tvl83hDV4BQgn02prt1NQEjWtGCF2Py21zx7Qk4BmyliTFGDNPLwzTldcY+/eccv4+6fegb46FgI9scr0JRFHXAICAkYLjL230NY3jngyr0HODOs8dS9e/HE4V7c3F0Wfsad7wYtF+DDfeSDBXIfwUGMZwBaiwPIAxe1SITqPA8hYVAobh8syKFqYyDd7zWLlXPpmyJ0oetcvX95EQHR5O9ngTKgZhuiYR93PFcZQzv2+FOGiQ9wznlnheOmQTipbcHFgdnKaDIKdKrUtPLrdLOepQJlJZWdBrdZRqZ5oIbqXqsf9BLk69zjOA9YcY+N6+DMKq3sJMgLlPax9qhr1w5HwyagRa4iSxSNapSvD6kYTIaRtAWrp4xjBp72o1+OO+55bz1wAFo5yffN45gr6Fhr1CAa48dtHvOJ+RAcDPnqdh0Nw/sCqKlgAGyOjUmEzs4l/1cjnh5eAIN9ze7XV1/vdSdJM4dHqvcGUHEwakSoNL+w7lhg7V6B6mzINYSinFLO5Y2PeWTdY1OBLUPOOANAdVDL/QI4/4nvwV3jB+O2H359fX46ZposkItoVlgNC0REKwQLLyGgj5XbYxWYvaFdai+AkAC89t5bcNNP/w5obw809KChd5mFUOFSERWKs0vWthhdXPDxfaxyj1Ysy1ecj2C85Z4b8cSfeTlw7my5f+tr3+x5lv5HDZrVx0MFAuCb8ZtGp6RmjVIWSMApGOByPu9wuPM2RqVCVpJG/TwZlHc5NN5Aze49b8TmbWemnG8WDyKi7QznzHkBUIt1lmurn/GVsxt+Vhme1fgu8Aw2j6Je/9z4nzuCPrpf1e1QBRhMDjTVdWYrwqzToERSZ+f2MNTTVKAASKBIPORCBj+V2e2fzfy/3PHn1aIftLnMQjnernV75vjOyeAG4TOJWwDFIC3P2ZyN+XhkVAjojmsRflKdZ5O+VqkrfCgzUD94eSe+5/1/EH/1n3wV7vhnb4Vlg8ESBe+vJMQ1YX1OgjibKxLtvrV/AP/4VZ8CvOkAlAhPPfM6YLkADx3SssN4psO0HxTu7C49AnnBpd6HN/z9mBa43CT8KY80cLBnr0S59RxmXDygdWBN2crXS2kecxlXtD22djTptro/2fO0zFGk2YdnNaXK85tnG/xXuCIJCuHc7V0ipc9VSn+H4d/yQKjslZyhUGIbcrpXuayMKU/JnpRdAC5Xx+aRwNHIVzGu/iTaI6DPrpmMhmUxmFCgUxRrRWMjs3aUNSLinQxZsI64wzO+8RXA3fdhS2oVaCK+801q11BoDH0mZzC6hca+7CpLzyNUzUm4Lg4VceIcAZ4tmGaQzg19QknTNkWC5gaNO9f8vdIv7uvdjOhatO5dFOcN41l8+mv+ml7g9hBtYCf23g4no/w5+7DpzlsUMMFWYV3AlZhmF+85GrscJyPZmYMKiHEYlCT8kbe8GVeenMvxmuvlU47N1Bi85tTkvM0RqJWXhXSbORRivcg0uz6IsSpNlRQ/ipORvawtub5288eyGWREcIVOldoFMwJjgG6iFKphCTy4U341R3mHFbhxz/QgrPHA578QtL9XB6DBCgo5251n9jvtOL70NZXMm7UIbqANbAZzcAaH3fJ8fpCoTtkm7Q3mjlKVMeVtPlUp0KcGE7DD0HDGkhmq4gznAm8LlNv57wzwOUzRX3sL/6rG/i5naV6wr70Rdc6yU5zyUWBzMnz2pFyQdvtsTfOKgUCFt4V5RgMoEefKc2k5drDb9mvfDitv+553ODHOEZ1n0LbG42xpb3D2PHcwgmb4gKffeg+ufNaH1HU7ZXiJ2xaaxi0szV7Gf9E/xyxFZTfqaFgbOeCQRvzmX/p2gSUBQM6Ixxv0F9YYHthgcWFEt2LENbD/noC3/d7tOAgbbC4s8LjfSnja990Juu6c1PLpJcOaB8LmICAtXM0kADkCeZELdLNI26IGORYq4nIQ1lhSQkQrwlD4aIWLNhuTxLr2sdvD6twpQZS5lwagFNLU5761jPghMt/DZoE/y2Y2LefqQNo5ZvOzOAE+CIC6bvpxs3X5GfDFgbkEGODGDOrfdny1MSxzkplaLhFH52wYBAF6LyqNPOVHDk/jsfY+tWvH0XBEcMPZekWJrhDCk0TaNdLnCV8RXKNhBrOZn4dmERJGmZE8W7QerFmEarw+IzzjKe4kXF8aPWow7cBWpNGnNoEW61/fq8ZAAJDf/xmgxVDPG+rxCiTEGRyNkRNUthPuPUDSz+DCMWgNNvm/H7nvQ3HwSW+VDRIoEXaD9pR79a2JetpCz+VeE9dq0oavr8WKWBfXXPq1LHhbcI65QSCbsRnXwhWoBj8A/OwPfASe/k2vaLgu7XFmFoX9X2MAVOLrvEKt4bXLvSJgRHSFyghdzMXIF9ngoGpeSlwOKBt6LdA3czqgBm2BLLihQZWjYc6j9XVPYpiRbeg+AuOjypg9162NuO0qI/rbJuYj/0/qjvGb/+SlyDdet5PfNJfcBOrfJUOny4VFdhPvhgJZvZTLTzlAuOkGyQbEICT/HdCpkrFyY9X60xSb5uRTI/sazK+od82w977v5n+bcdxRLlh2TzwN0LXLVW8vOHBvfM+60xJvJSKr47MEMWBjUzKJIwihsGL9nHPnQTWCG/gU9PwZAtkg3unYlHsq85JwXyL80KVnAk7mlL1RGIGtCLQ6g03/zobAloPBVMaij3RzMd7aMe+DQ21WzcZhfZhVS6LW0rBAQwJhwwH/zzN/DF/2D38SnjRcSL0OZiN9jC2ekrU8EaYpFsdmygFrzWpcTktcyPu4xAusOeIoM46f/Thg6EGXjhDuvYju7ovoLp4g9QGUGfvvTbj1149xx794J/7rA8/DP/3on8ADX3IZ423XY7r5LNLhEnnRCU8gy1hMC4VM9UAeBDqlN4SghfqGLmGvGxtujgkcLInxn49uxXDBbphEynvubLogCrtn7hEPNs7m/M3SdtgDO/cp99znzfZloJXOltjXLJM545c04whQSBPK3rF9nlDGqWQ2zPl1Y8bGoxV79Hufy8SXNUj3p9HtUSa/vFEO3RH3yABObiGE2x4HjFIlHESPqU49Sts142jYRpI7bhwOITDWiCxQ4S+mTGQtwDbeHdE/z9PQyemjffNFwBOzmkq6oOL5A5JZ+IPP+E7c8u/vaiMZZvRO7YLXkNv8ZgUUlaR5RNgMNd8igF/86R/E6oOeUuU6k2A35ZaoGveT3q9BaxhAVsK0iwy20f/TJTV7yohnz8r97mhN8sU5GNUgsRumAquw+x054nJa1v4FCzxtM8pi5/tgnQv+1RyqxkDV8ZN1A7ZziCO1I3q7ozrwXDecsuKSue1LnuRerKUcirqH9CcLnAfVmZrru5OJGDgeAYegZFgfrkXFLJs9W+rOcLNZmuxj5zhOtkGaM2f/w1Weqx5gRwSrGvz2GZSxzDp+bEO26uBNdBfKMQJKpFxwx0kNLjseN9E5OTc5B8+kIetGbedMzrkTIw/4sW/7Nrz18x8vxzHFpql1Im1T9hFzUmWb2iUSDTxJPfowlTVo1Ii1GRtksBjMDEUSZ7GMHzNctHryxKJzb9HfompjXzdHNIQ6PglqCMyeld3TjrjJ5CA2xovacEQPR55PucxzccJYJTu5zDmf9WsyDSxrmudLmAFl0FcfSPn+B/40/ssLnwJeb6rBFiDEV8bOqtk1cILqcBRuSAvdsRaba5nNweQsMnN43Xpdf9dzsIxHUw4KJOcyaec2u9BhnMfZk0jcYqqwQUoCa/LPjRiiPDURTOUNTJimgPXYNdKo69zhYtrHBX0dcY8RhP/yb1+Kuz/qVvDlK+DNWMbm4u4jHL75Mg7ffAXheASfO4N3f/b1+IFP/Wg8/v+bEVRxLC86jIc9Nuc7bA7lfByoOhq9m68dI3YJvYq4WP8LbMpU/yRQ9+++9DPxxO94pQgAhFCCSKYOWdYEG29uHyu8hiDByClXxIGoM+oaZ2t6s7bJc27iXn5dg50DBTZZhEv02Qaqa2jiIGtZjNU5TzNVKD+OTmkbN25stIyQ+hZN00rvPjAkjqlzQNxezykgq0KXBWasUnipEp579JSwYsZvfvV34I3/6LzAp2KUrMZm957/sGolKPkwej3M2zXF0SjGkxpMIQgR3AiYQ5ywF0cswlQIvUIGnyrZM0bBtc/gBdlLrxLq3wDmGY152l2qY5vjId5/iZCX/ZBl8zfDycEWxLlwWvBwi5kZhgxwokZ9wnC+tWCSM1KJkDxcyylozB2q1qmq91zw4bqQdlGjqG5T2A+bRpZwSRn/+Nb/jvwaxue+/6eqExfkmTXpYjT32ZyfqVGkKVWriUu1Ug9PWzOqA5kyME4Iqwl8RlRLQmJRmkoQ9TJCjagCW0ICkTL2w7rF1pq6hhLNy31EGUcGaQDayDFlAltoXduUAtBVPHokVtx0bvDJ0qeCSy9jLhDQdQKb6gKgiju1hkCVYS0cDVNrc86GFbmUQ7LKQWfnoNcaGjZ8qO9abDwRGvDxLNrnfOT6kSBqWowKl1mE0cGLzAgATthUroqnWx1zN3coU2MM2OYJVZ6yVh2LCpUDKsTxS//8l+HJr38V+MyBYJwBcFfnoye2NtnHAFDMSFPAlARqYP0pdShkmd63dWiawF2nNXzEYCiGeRQnwxx/jgzoPExJlIQ6kpoTlrXtacIhjfVG7RnFILUMvO0UdDyQ+ztKxxmPCAD6KJnhxIRRneFBJUHFaNJxEUM1Mhg1MuoMthI3sEXYDOQAkVgGsJkiaCGkYIO+iiJQlvmAjK+78dex/9qIz/7ATwd1Ejkv5+uowev7zHQTDNZsXrk2DVB1W3DBXPgBTTPJ0LJOzteuetPzDDVRFZ7wzZy4BJLACXOJVDOzJmW4gaZ4o9c79AR16DIKCX3SoIbAp8RBTRxwlBdF5nVJE9ZhkppBm41MrxhqnMlUzPoOea9HSBnoIvJQpbXHMx3Gw4hxn5AG+eK0r2uuPYsIoGOEIaHrEhb9VFSxAmUsw1hkjXtKOAiEbGPMbrOPMi9tDCsfrTyPKOdEnK8+tS1pKnLakrXVDPF6U8+j0CwX96rBm9lzJWKkHFr+D2x9CfXvQDUzTqT7hxn/9Z7KM1YH2TINHuabNKMRKaO3ScWQ46tAgxpHTSCPo37OZzKIVUq3XRuPpwHrTvdRykXhbmStYg9UQnjO1eB5rD2q2jWT0eCoq2hg5WdUg3voJixiW+TJG0qS4QAG0slHQZyNuEOBSltVaoF7b/e1+QJM8ncuDoe1DJLon1k+ltFwm1HB3Lq/G0uNUORtfSTOohsRWYlbARuL+pghaIaTLjJzqc4G3kBiIFPSRVCN0kJ2hRjHBjMSaU2DWaBGAU1ir1yLGD2Wwi3GgI8S2SOYQumqWq3Uw8SokNM2FinyC7gZ/0ZOhd0XECbAQ9E8wd3wqACwpNGphVAhXm+pSs2jnt7AmG1IvhV51xyb91bcN2TonoLwKKwSuHOUfc2MrBXBy7g1I8i9WOcPNBPYaZTc94FvVsxOL65x0Mvtz5xUb9iVX0u0rv1uhsgn+oiyQElQ4TnTVGB4xdBLbTajGVP2aBOVS025yttG4jJvVtyXeSvXyfU+5QKLOpT1qZ2rZAMmyWiYAWtZkzmpPVt2yKA/zLCaL3kwq6k6GcRAGGW+hi5jGGSNC5QL/2PkTh0Axj5Fff66tjl+lIfQNf2WndOvNQ1CyMWgmSswSQaRJHqaIWuaqxZfjbMWNtVkGfx4gBhpcSZ1O7JABwdK5fl8+70fjr/4lI8Exk0ZC9BsXnHUbP1y/ViaOaPFwUbpz12coRrphkSHPbl+1uRe3T1oJsNnpS3yXVXJKkTNai+tOGIEsOFOsgou6wWgybCR1pax8V8kbicqmb3s1kwhhIvS3ZW0wMVpH5fTsghR3J8zfvgffite/y+fh3T5MvLRsahRDb0UaOs70MlajntmIbUy9nuMZ3pMBx1Y5cQpA3Ej984RSHuMaZ+Rliw1fLpcHp8V0Ft2I3qS2ikDTUgcsOIePQi5J9AwgIZeAiwuuCGQ0drlBgMME2T+B0bXpQL57ULGftgU1TkAWFoqLGVHNkeJ/DfrWUZ1amwMW6ZsBnGy+SmwI4X+2tqiQUcrLFtqdzHqOFZngFO753su4YY7l93Xc0eVfi5ZN5uEXDIa1UnVQIpet78Hr8RohftGPV8C4XJOUt/HBF+sqO1j7VHXrhlHo2ikq7MhmHGtAQAjX1oUigu0p8rkaWeFGcxkFpF1cNotgnLBgLr/qLUstjcfQPaa5K1Sr6M9w383Bmr5DDkjzb62rdpjcpe+RQqyUG4Zwv6ku85p/cBlg7Q2r06aOJSomDlW/+juP4O/9qf+gsCZHFfCIoFmRDXOjd0r3Puz+xXICxUew4YjNhB4x7f8wS/hysc8SwqIqZZ7qVJsl5DqRlGi3hDY0LwYoJHBewJ+6mv+Oe77ySehQO68Ed9eev19Phy0Hy0qba3UBdGNIxBjSWOtWg0xuBsHoKiu1GJv5lx4dam5s1Hmj57H20ulWjZq1exaZ0KMQT9v2Bni9gxrHQX7G1tjy0OYGvKkjt9K8KeiotIYW0bU9mPEOe0N14lRICvWbAzJNYTm57f/5L/FO7/m+UCumyWl3IxHSrUPKWu00xyMJDFMe1ab3JWCoQmEIzUIEKNW1M0F+hY2aqzo86OktuqCdY7KSZddDajshw0O40lRX+vJwSd9tkkJs+aANbwde06hNTIEoqXH1VTORqEgPVgMcIJkNJjLulYUu2YGmm+UUWF8kDlh0qOmqrMMY4mgCteO8Tdu+DX8gzf8JrBYVEdwHlDRrvLCHg2MSvuynYN1fnm44hy6WK/fr+Fq8NuY8F9xa6uHvIrDG0odojFXmeV6TSpxa/c4pRItDlOFbFkWqR2XABKVr45jxGaK5fwXNntFPWjFPS6kfYwc6/gMDIoRvNmA1xspyHi8Ap2sBaamcLXsZLWnvVCqiOcOGPeldoY9j7q3MkKXi0Nbqmmrk2Hr70FY4yytsaBODGPri74rhnPuJdBSsuKu8CsHAL1+zpxmzVyvc9fAqhOomTtzkZjyOP064J/zbC0DWijevLEWlq1voAYYyf62k6I5GREX+FekLE4ZCKPf+5OQsy3TXh0i3V9nQT0vJiBTWcYos/FA2npHUrSvrQ3C642cc4f4y8OueY7sw+X1MG/XDnRKSawG/7Aouy1UnsxqVWSXNBaCciRJS5MjEhoMxtKXAMrGZBHx0mYTvolczBeZHaoQiakaMOxIplQN4HoA/djcWKN2TBqZdn4uO0Tagf2zRZr9okPV+C+b8SzCaNG4PqZiDFjmyMjaRkhd5x7TXe9FOHNGNuVilNZ7loPO7ht147R79pWkM6jUnagF72SDeKrNBM1qhPUImvpyj1aoyDIqZfPTfqxqWqyQsHV5jp/0I9+AZ/zAfQBn3VhDXcSBcn9NpPOUtaN2BZXzAZIN8w4HoFwXIkQi6TJjGyshEgrb4gKdUuUd/bsYXKQpbh3DpSI4VYKkQbgAI4An97szzIyQznpMlw0rcJny96wveDZv0HJvWt6RfjkZDkQOQlMu0BtiB2cii9ChjqtMJTBgBPxAWZR3XBZpwxGJgad0EdmVtacxNdcebNxwPQ/b/aWK0TbuzRAmrHKPjdbryBxw2TJvJHATg8SAYkNWzp30LRLNvHLgTL9u4Io3xCsAgI//qhfjSS9/p3IWuDik1opQgL1ljmjkrfHKTI3kq2UXAGAEYUGdjCctLIduX62U6miWY5mx78cFy38QULHtek6rpA6gZKUjGP/+wgfjf37+B4Omu4BhaJwNpnb+2TzYugZ3f/Pmybtz5TX5jtUkIV3D9T9U0MO3Zt22scKW7TLjrS3aB1ReQgkacRYDrhfJUkqOq5HtJR3ekH0BYAzIkZGC1NJYTR0WccLEASdpwH7cIHPAigcc5QUOwwYrjvjuj/pBvP5Vt2JJI372Y54jz1cr2fNiqMXgAHCUjIOMI1WYUshmXggZnDuAO81mBIAzCew5ZPS67i7CVArtLklUpw7DiJ72CvzH79dGOLesSVaIY3GiI5d91PN/5mO6iA0wC1RM11gumXG3vs3G8RzhYPKzu7Jjpb+0HpPNFTtOyZy4vb6B4tn33V5lrXfcjCaImLI4YsXemN2TW9uQzBO09bKOU+MS2Zy0oqqJ5VnmzYjQ9xJ0mB7LaDwa2yPAffxjamY0Ka7XSODRCo4VKdBcC64h6AaZ0YPQN8eTiLD3wJv1gerfV1k3nFpQ3TSsmfc/JxQ2Xuzc8HaLWFXPqYsAIDCQhoDOhu2taik9JKMBk321U0RzMLiSM+GiGuWDwFwi1CoGmzFgTYxUB53SGyr4bY/dVEPffi/nxszRIShRVA1x3aAto2Gwl6O8wLHmzilBNsVxAqaEMAkZPIysUUBuoCLQhTLlgD6kstEBUJ5EwpIIy/sJ/PZ36c2qrKJurEWW1G8Q+tqC2nHd9HyGIltWSB+AKaVZe/ZPfBUO/sEZUIygzimumMKP1c9w527gUprO84aswRaiRhNN2taygYAYeX5jFriPQvAaow51U3QGnR9TVViAm2yGzZmoHCMrxBjAGM3BUNliHwWsBlbrYDTPApDUfu1+FwQQJ3WVe3ihS3F09Xzm3JhiC6pzUxwa6DwliZxa9sTkIa2y7sgdAmUsCDJGteozpgyogVbWgVydYu4zqFPBC4gREIlxrjvBfqh48kNifNTf/w3c9clPEMEAhWZwZzLeO8bF3HAqjmfNtAG1foYEFbz1LsY3uq7JOjUGk2+ErWgqQ0ju85Y1kOGp0VfSAvn3X+u4XuZoUzv/gAp1c+/ZCa0CurVdohaJQzP2dzZGMeCahKPOBQLazcP9brAUqx7dVGKHwjc5V4GLEhiS+WBkcP8SZ5gcPLSeOmfCmAKOxqHURxhzLZJ5TzqLC3mJAMZzh/twPh7jR7/uU5DvvwA+OSkGJG1GycTFoNwMkxUW2FQagGlJojalnJkCawwMDBmxz+i6VNZCqwhu2QxrPQEZWbpNJb0BVJgRUO0CHc81gk/CBXHP2dacvTgWla8IydBtNaeetmv/ty3Z9pB5MzW9xNQUuqOgTmoW2CRlk+KlWly2uY56AaTrNSAwaVNHBKAcDW0WzLBrDTMoMVDnfG6nB4BS76n4yTY2UdcyGzf/8sN/GA/83FNrFuUx6NSjsl0zjoaPztZorEy+zmU1TFKyp6SEPokNffcDH6xxaXUAAP/NSURBVIjP+HvfIAejqr3dGGdwi8ps42r/88FbW+XYqac4J6NGGmpUYxeMqaZsd8vqzhWSBHoiGY36XefcnHY7Puq35WTYYVpHKutivXXfDuoyv58mkuLv0UejLVriVDBGVSfyNSdG7rBBwOU8gRJXFRw1UMOYG95LUM5sMQZIiK9Jo919SFiEERmhaLhzgBLBKzeibER2uw6WVLrPG3JqhHtHw7DaBlUC2kiqLfWHbw2g3329RvZa59jGcslkzK6H3UsGmX2tZjK8+k5z/h0GmJ2z3OO87dqzy45FW2PYc1QsS9VAAViji8xFCaq+6vlKNHf24hRkHKmDahLJ5qwaVGvDqtrCqGTKzAhT3nLAm0hkKZzW3lPigKNpaOpPGPdEjHKJVJNV1M3OeVPn0LKNRfgiJpxdrJDU2V+EUXhECIhE+Okf+Qjc+AdHYpSZIhnVzFYVDJg/M5K54HhvZtAkplK40cjZUnfE9Qtzg233z33nGjMbJ8zUVG0GUAjhW805u3LpO8Yi6fvm+NrFzE7dqE7tWlchNXpKNHheB8k71LN7svFHavSaYqD/mGD4q4SowacSEz5i/404+oWnAP2gaoU1WCPjrkIIy1qW63ikpApUbMprQWokAIWncZwHHKcF1rlHYsJxXuCYOxwz4R3rG7H4hZfX+zH1K3fv3FUH2bIKFd5c+6eQ9Amlfk8XMvpYq3UvwoRlGLGkDZZho3xDYOQk4zaK4hQ3fKA6lkuGOtQ+MviYPecCz9PAnL3KaHLiME3G2g8hRhMYa2tc+TXA5LRFqnxEwNc86Zfx7p94BhDU8UjVSaXEdZ22QRKgPEnvFIt9kyCOcERWd9zmQe0rvZB6fTovDF66BQVjwCTYa80OKnw2e5UCfiB86OI+fNlT/2cdI/mUPePh1ErNrYfR62Herh1HwzC9ZbHigvGMVAv19ZTQq+qUpfojAa+9ciuu+8HfqcaabYozWVBg2/mo/18nLbDTpgKwAzIF3cgasqDN/vZvcob2fKGTzCe3i0BDNlUsKhjHTPiAf/liLN92X7MxI3ML8TnNwdrRasSzXUxsk9wqGrbrGB5r7+BjW9kUlWhkjRL7e55ydOQ0yWwcM5D/xr245y8/FzyOWqlUiveFiREmcTLCiKobTkAIuUgsLkKr5BPAWFAnkbIYtBq3OhmxGvjZZRP8ZsHWr7bJ6vt+yBlkyZOGQ+FJaIV3G6e+mFSkcuxqSLpXccxLx5cxbTUfiLgZ4vZcG5w6saheAVv4W59929nmhpdrXm8eQImu1rFEGAveRIrolfNmV7DMfvr3MpQ/QW7zrPApX43dYE0jgmZQIOdKSfo85xIQoMwadeQ6hhgwvfucWifKBAyO0wKX0x6OeMBlVuWuIhUctozz4iTp8wtR1PViEHWwvTgWo+wgrDEgYZ8invBfH0B807tUzSqA+1CMPh8FrpF+F/WfKfRUaFbeiuz3ZUyhEKSRcqM0tVVETcdAiTqb47vjnNYqvFBWtoQgqoFWC6lZu2lr/m2tbbvWdG1Wl2Te4mlf0PvZaj4z3Ix/LZ7nxn2t7hwUwtSX4M1tcYNfed6PgZTUS6XaMzdRaVKJXZ9l886wKAlJlDq5gM1J6jHliLU6HIBACFfcITHhz5x5A978gx8oBOyUhVdgsDGXSeJOoFO5qCe56wDAkUV1amCgY1CXEQI389/qZwTds3skHNCISMALX/K12H/zfer8p8I74ijntPMiYPt5uEcXqVU08/VZ5P9n+7MdoqxxvPP98ngZrhCjvCKJOIutpy9c3oMf+IDvB7LeSwAMDuYDADUw485Xlv1c4L1m52zds+33MTi+XBXPkAtGAwNlQhMssTVzvl5af406TjIE9oqcW7Gbx9qjql0zjgZ2SHNaJVF7dSQLiRV0M4lCQDYrMmPNHA3DtFNb+Kn5+WCXdYqVNa/Uba1UHc6QTcMMbqBZKMsC13y5vag5/KZExPRbR08ZwcuhGqgaedyq3jl3sMrp3rd7s2in+2B7GrdoN9EhRmu0WpRI/RDDjKYcsNHNca0Vblcs2t4rjvi55/ww7n8eCzHNNMShx0/V2SjZ+cgYFhOGmHC2X6k0skorImGgjOf83IvxuN9ZVyUPJ0lokTzBBO8y7nf0sXuGJmBg1biDErAjZQxI6CGyi+wNOs8vCrNx6xyOBhpjL80IGvTQX4dVYzaZSV9/pn2Ipyw5NNuMT9lvakKiOsoeNmLwPxvDxajycCZ9nsXQsghjMbSoGnx2rixjaF6Dxht92Y6REnhS/XlzYkpRNAdZcc4OMoFTPc+khF/vDB/lBSIYr/uWO5Cf9oQCByPNugWNahbuRMdAX0mzB8MGXcg4358Uo8wgfns0aD0VlWBW0YtcHOLqgLbOqU6+yKWmRXR8JR9UsLoWZQQQquyoGTUATPih8L5m44T9UJ79txVcBVBEGZo1xcZfEyyhLeei/M6z92fcs6vh6QGV8JwrrVmABGh++jWsOFNzZ8ONfTl/qNk1roX7ittjGb2cARUm8JmMMubdeC8iBUzqaMgrpYAxVWPY1lBf9wmQTMsd/UX85ke/RBw7dXBs8prEtEXIs8rJGrTZO7TC1+AyzgxmZBmGXo1/C/IUIQrtzCd81++D77qnRundc/B9YQGrMr5VFprI2wl1rTUBE2thbko5GCDNn/WutmNNAVA4hKYEGYgF2ms2gNsL44hmXzQFQVuvrRZIsOt3ds6SUhWdmc+Rxq7g0/cody8W1LSgj8nKW8Z5o2ICibmOnemUPeOx9ohv14yjIRujOBu+SF+ziDhDyTTfZTJuyzQ2bR75mv/f7H0z0h6iL7L7lB7Xm+t7pfnFzUc5ZxExU2CyiHjBU4Px5k/7HqxvPTzlAlA2wt2bdL2WnbCpq2zQH3n2DXjrP31hjQhn3nZu3H1adLgssuV+qcCnLBq9yR3WOTbwqYyAFUesOYsTMY7AegMaE8h4GskMRK6yvV3G0E046DfYiyMO4wqHYYX9sMbZsMKCgDu+9wjDb70eVixKHA1VewoV/17S+MXQ5/Kz9CdVA99DlwBoGpw1g1ANvBJRDUHldauDUYouUt304X4C9v4pz1ibd1gLhEsH4C7lnQZ2+Edsmet4KtCROfyPGa/9xpsxvuAOPbEa/g56KOOFG4e14I6V4GgRXWaBTlWssRkBnSqpqCpaSiXqSApZIcXFi5ODxqgDUGAqOQWMSaoxr1KHkQPWWSQubZy++tO+C6vb9sWZSRnhZELuSHD1hCLXmVVFhwJj6BIWccIQJuyHjdYBUOIsTcLHMkU9rRrPRIKjd5muEjmdOaVNlkvHg6ixhcYwMwc0wNXncHKd7IybuRNc2o5x87+zllrjXefYsX4/WPNQ0J3Nr9cPFsC1tcx/nVuHtxLBazZPIsWpQkHN0HfjsWTxbImZ8TVsXZU1NCAlURIatdbLpGMzccBxXhSJ3UZYxAx8Vz+HZ0qNAIozWwpNuv+TvtJFyEHIIqnhDC6Gc4EzMVVaXwxSN0VJ6D777rf14mRYUNLWVrUVTF1MsgzeyZC+bngw8qC2nmHxTTIkA6A/mdvaQEBV0vPBPwDiOHrhDAfttX4zBAdHLrLTsRDnU8lqDGVewsF8Z/Da2bM6dS46G8NazbpRyWqMuucWiDZI4a25ypA/nNv7qgj1f+L1MG/XjqPRbIiskTfLZGQ10HLZFM3rD2AMpGoTPuU+j1IRAG+82XuY/e4DW5hFRNkZ/KaMBKoEaR8ZApoBtoWXtBP4kxF2Es8AFBlNk9KMBOQG58Uw1SKeRTrKZmUffxCjQM63PTks2vHx++/C73zut9cKqPPmHQp/z7ZJZogzUDZJWcQTi6JP1g3yOA9YZ4kUjxxxlBnPeP6deM9f/yDwag06WaO7tEJ3eUR3JaE/zggJiOt6KSkHHPRrHHRrnIkrnI/HuDlexpImfMR/+VrEi0eg5QK0GMBDLwWqAjVEcA60ZUxINoFrFk6HlSmlmVMMVMiSV52yYoEBQcc+oWSmQhAIgXN05mO5ZjPYvccyh8p1cOE22fyRc7c/5drYftGfs3udPd82Q9W+5spTyRldPpuRALzx078b9z5vKYa/EShTzQo243Z2HhtTBgMwI8vIsOvcSUaMe8UeA/sfcQ/u/fwPknNZdXDTojcnRl9hgsgnZ4BGGa8pBYxjh9XUgZlwkvriFEvmrcMxKxdk3IDWGyAA3VGCE8JCHlgislo/Y9FJ5s0ECw7jCQ7CGkuaEInxlF/4EoQrK1CvtQZ6KejIhIqdB6QmgY+WMlR1ihBiJehaps0gRWZkGKY90uyh6/pSqjar2o0fG0Vtyg/VUwJANjfMsYmEShQ21aMZJ2RXNmOX80HYdvR9m8uEl/vb1WaG2tZ4d/9n2QyrHm3GvnHsLJu3QVB+gs4/x02Son0uKKO8jBJIcWO/GsW0dfmr1GOdOkwsGeIEUoW0qEEb6do3fdOzgCfdXvtgnlFICic0iV/nwJY1qBj/tVDfchix148YwoRA7Jz+qHKzBv+J1eB3WV2rHeSj8zbfa0Zc6mhkLXQ3V7kLkEDkO6azeM5/fjFwsirHBlDXOnKvXc/fjaGkwbDRcQmtlsbIai8UCFxu5LMNylRaducHYIplxjMz+f6eEhIDC+q1z0OpEWbZ98rVqnLAclLpw8IH845SFsdscrBogYPJZ2ycvN/iD/G2v/dBwid6JHA0Hmvvc7tmHA0rMoY5P0NTiQXnCXU47CexQtxZnQyDFrj6AzRbGK8WAdvxf2XjADmHg0okw6rospfqtJV/TiTk+l6d/BoRIuFnzAmMu+R1bWC0Gy3VlH7zBf3vXXtpWePrf5YU9INF/raOxa0RaBuiRaYLth51w1ACcc5Sddmq2x5NC1yZFjjOAy6kfRzxgPvzgO99+o/hG178Y3j7i54NPlkhXDxCd2mF/tIGe/dusHdfxnCRwTdscOONl9HFhGcc3oOb+8u4qbuMm7pLuCkeIRDjjq96Jfj+B0DLJXg5gBcd8l5XSJAlimeoA2/g2wboDH5yr842CZNjdk6GbYCSiSueQeWHeIy0biJbzXxJfw1h+zp8ZWTv/PjmqyMTUY347XzGu16tY+sVpwxi5PHqzcaMrM6nzhklpNLUFrb0MKYGUqJGB+eqWrbJnWbGukKEXbHotvy3D/gB3Pw575ADmxb9pM4NM+IoxjNNaIukZUiRyURIibAaOxAxLm32cJQWuJj2cM90FpfzHu5LhHf8OcLxhz9THOIxoTua0K3FWMwdMB0wuM84OFzh3N4KZxcrnO1XuKE/wn5c43w8xmE4wW+dPBWf+At/E3d85atBFy4DfacVmyPSIlTJUTUwco9iXJR1QGFTMVbOTh8lamry4D7jlBh44Ss+Dzf9njMAnSXrM2h+TWkMKnvDxqDP7mm0Ns1gU9EbnwU+aE6HP64bi854s7pAu7KKFjiZZ9Ui1HnSPUMuEDsw+zwbd9XQL+qBaMe+7RMjR4xZosQbhadkQDlKbs+QA8jL4HyW2fDj0TIak1mo5B6T7B9eutTDUEdYpliuId++Ai+7KpAQqECnCmxR71Wyus4BMIieK7YboxQJPTNscNBtsIwTAuUqPa0Oh61DFOu6h1CN5zxQUbwC0BbRtEeTdzuyEoiscNVLeYm9P+za4pMsim0ybuoa2+6n1bmytkkiJezXl6O8wBEPWLE4kXJt23unKHRx4Q9ShsK/bPixcNmYylww+OQIwrP/xxfjzJ0nJatJzI0UsV3/HGrKpP0XKrSNSNQtI2VsUtc4NysetOChjJMXLC7iD77wuyQY95i87aOyPWodjZe+9KV4v/d7P7zgBS+QN1xGw/gZJs3ZhdZgs0WkpmNFLYVss5jhe+Vne/6HCguZq0DtjpA5Z2AX4WxObmWu8IzsF84a2U8aYbQFQLqoLl72W/luUeqwBZPqPXujFO175f/cf+4ibZZU6q6OcylCq7ZalKB2RP68I1IUg7LjaaS6iB/nAZfzEpfznv6M+IT9d+KXvvSfAycr8JUj0KUjxAvH6O89xsHbruDS0xif8KzX4XOe/HJ87O1vwqee+318wP478KzhPXhCdwnXh4RDmqQSdz8INyNqlDgG5D6UjEaJ3s3/tk3WjCl1kEn7rxg5aH82YxiKHSY18MuOg4rld9K2p5LBveE3i8DJ86yVwR9yK9yEUxxU/zzdz6K8M4MAlsJlTn0nQ/XtGVVJjLmqteQ6nuw6qgoUChfHFH98RmOdKj59xYMUf+SAIkWt56PNVEQFvCFXuBrOuKRE4CkUhZ/V1GOTI+7f7OO+zRlcTHt4++ZGXOYeP/NJ34X81ffiPX/x6Qj3X0Y8WmO4OGFaEtbXM9K5CcP5NW47ewk37h3h/HCC8/0Jbuyv4DCscBhOcBg2eNn9z8IdL36ljA2rcaCQKQSSGgaF82GGH8CB6xgBXLXsCke1Qn22ltpYiQRcfNc5LO+bbADBeBKNcpYzzh7qeuoza+U9dbpPlZst45xOMQi3nZDTMimnNjXuDb53tdZkHGanscN4KfRSI6iBpGiAiquSHqVcuBhln3AZtrKHmLMDdXIywFNAmoKO/ViIvjbvx9whICt0SpyQo8wY3ryHcKQpYBtbwSBMO7gxLrCRTWDAk4z19zHFEpw7SX3JagwqcTtQxtI/Q1PeKrA/KvK5c15aCa7o+YPLIC/ipOeZCkzr+Yu78eovfwnoYK/ywIhknSHrW3V8sn++6kA264vwCKcccJIaQX0AwAFNePvXfwB4fymqc8Up5WYfyZGdAI7YOkMUPsvZbi3FOsMJ9mmNJSUsifHMr74T4dVvqX1NQta3/mggrzsCAPYHw5ZacUTnWWdTnvKZv5GdItnDvdUbfJi8/qQ75MHbo7Zg34te9CK86EUvwqVLl3Du3DmwGWukC4fqyjd1AMhwixN6XUjEFhPt+UJcdAYbgDZF+hCal4CbN0uDmwKU4W1FdcpBp7zx7Q1u2yD8z9n/+Qq+u1qB4mx5T3YAWzhpKyKz09l4CC3Mdt8E2VFLkat5RE4X6XlUukQCM4EyaUCPirb3qIRwI4UfpwELmnAh7Sv5fwKwRk8Zb/+a5+Ip3/9O8MVLwGYJ2lsiXsrojs/ibLfCR++/AeGAcUgTYncFSyL8vfd8PH7p1c8BADx7760FMsWLTuEoqnaiUWIv71idDkbJIOiLjFvkoqdeyKAPUwubghTKe//f+ALc/NqpjNFStbbwNGbPina8Zs2w+M3zowo9BGr0OECwv0RcnXK/oTjy52kLZt2UqcA45nU0vIyiqU+Z5CzZODLj3zsZxfBHgd5RBkIiCRo6DLU5q15Ot8AbEHHMHVa8wZgjumkCTVKPhaZcXkBAUMh8zWYIvyJnBiZC3kRsiHG86JGZMISEozjggXEfAYy3jzdioIQzwxrvuiNh9UVPAkfgCb98gvUNwOKpl5BzwG3XXcSzz9+Fi+MezvUneNryHowc8azFu3FAI86HCYfdGpeHAbS3BJtD3KnqlBr7HCRLYvh5+1nGKhOoy81jtXo5tWJ21gKosqYe3n4JqxvOYU8VtDh4MriOhZmDwX48ajT4FHG6UvXYV6fXgarf904F1bHnx31w7wEgJnGwdji75sQ8pMrgbh2dQ0DrzerPrJ3BVeK2QHnYxBDqXlFw/ZrBNgObUwYpZ0ggfUARKvBZYLvGTDJXJo38NwEbCVBNORaIj/S5kItlXgSAEn7/S78Tf/aVL8LBvRfkwElFNnJXYXIBov6E2VrgDX7tJMuojFqtuyMRbFkEcVp7ShjUhI0KF+Vpqn1eHC1334DK60IhgdV4q7FFecMM5o3johRz2TJkXnDDlrzC34BmAEgrlsvYy5o98s8WqGTwFfe4zD3Ohw1WT5D6NzROoM2EMHYAIvpjxrRPpe5RHuQ++j4VuO35xQn24gaBMg6CqM5FMA5JOFIUIyhoxfauZoC8fgu7+W/PioONVZTnJI+7ftHg4CapCwAjAlY8iTrjZqwwt8fao6o9ah2NrWYGG3FZPEJjsFVuhkFPDOceUSuClklYVKeuftpmcwSaBey0VhSg3OzOTGDTz5c3HNacq+HvztFAT5gLjGjepqJtXSsQp7IAl5W2nNeiGzuNgF2ncDAbuxegkhcBVGld+wygm+TpQ1QUQ6iNyrmXhLRVzScFVU1R+FTqsI6xKLZcTntiCJEUfrspHOO/f+m34oWP+1p0F58ADkDcAE/9ttfgqd/5BvzixQ/D73/K4/Gvn/4jAICP+vmvBQA87n8EPOtnXw0aBtD+HnhvAQw9uI/IunDbIm0RNdvgGrgAzOGoKk8h1ExGF6okc4H6FcWVKin65G8egTe/CdjbayAjlQi+rSrEs+cof+tm7xSnTsOoV+NS8PhpbnDtGvzOMRYYSQvTc3t/MfDY/e75TeYAiOOhGOaU1NgyqU0zsrgaW9nmCKoRaONnIkwxYOxiwTlb0bLMQeANYcAxbzCmiDhOdrEqKCAQrjCak0MIozhfKQE0osxPnggTRUwp4Cj32Ot6DFEkRBMCbukv4jgv8Oa7bkLYEP7RX/sh3NRdwhed+XIMT7qEO266G3cfH+L5170LNw+XcWN/BefiCW7pL2DkDjfFEwDAN9755/AH//VZePLwGtAwgHsp1MddEId4CDo2qY34mtVOLBY8VcJpGZ8GpXNZNpvjAxFu+r/30P/OHwD7e3oorlKjQOVjAI3Du2u9JRuLaNdzczL8GKUYQW78bTnaO87BsHvnWTJ79/g3h3/kgIQdSjqWlsAsGjy/KX8B+pKvblePtvXbHF8RSHDnc0EqTwRvYKjZBXBcxnELwggUsYIh9cIj6mJT8NUyis/6+a/EHe86QiH65lwlZsNMgY/gOCNAmAhpL4t6WrBbkYCR+IFVxCWSOLL+3EfWx0MvtWGA5twFVuyKaSK48T0GMEswcgip8I0CMZa0kSK3eq763HSvnPEnyYJjQCs8YXGzTJimCOq5rGc9ZRwngfYmltodd00Rz/ySVwDnz4FvvF6uZ0wIY4d8lsqztDWb+oy9xQZnl2ucGdYYgsiwL2nCQVjjgEYsBfcksPAewGKQ7GYXKuxvNk/KUPAQ31z/Y77fe3U02/dlrAYkmDxwBtJjylOPxnbtOBoFfpKr4lQp1Jcdzl0ixj1NunkBX/C2T8Mbfu6ZeHx4dTlcTfHXlP88xb8VqXWTcN6ywZlmaDZJgc8+bAu24yZs4Utn79cUbY027GqWeh9BeMZPfCWeded9rg+pRgTNEXHO1q5Nu361RqTmzW/Wslm5G26qO9d7LDhRi0y5iLQ5VqR1CSwal1JAyoT11EnEM/W4khYIxNiPa6y4R1Ds61la40Ke8Kuf/u04DBFL6vCbqwW+5R+/AG/928/BU37qMqbfvxmf+ClfDzDwrG9+DXizEQdjuZCNbejBi0EyGUquzb3oxheo1AyXzLrRWdSoksGrRGHlaLSQKcvI1MyG9rVXfQnV2SnPzD+32fvVyZg9z9nz20VIB2q0r0aBFcfvMhlb2bfy7N0L9adliwtkJMkyVjMa1dgp38tZ5BOz1UbJyBzLPAmpOjcNlGQkcG8SnwJpAoBN6pS0KRmUYxUU2HDAJ9/6Gnzf3/94PO073whaj2LAc1WeMghVIIA1qxECIa6BRARWAv/JesDeYoOTSSAUK4VSvP7kVpzrTvBX3+8VwPsB90yHuJD28c8+/Yfxe8dPwj2bM3jW4XsBAOfiMQDgMK5wc7yMm+IRejAOAuEVv3EHnvEdrxJextADISAPHfKiQxqCOsEKMdGCat6wEMdUxgYBBT9fVfwEUmdjsxj+AN72JYxbb3gezv7qW112rY4q72TWcej+k6oxwzCjvzrY4uSGsqbXAztDU6GDQLuOleE3DxKVJZ+3xv+udmrBwPlbzsBvLrVkM9AY+vYRI4Nb0T5ryTIKSHj9Nz8bd3zfReBd763rqEFQ1cEG3BxUI5+NqwFIJsecnBwwpSAZWefwZBAu5z0sw+h4EgAdx5JJ9NBFr/gGbonZ5Xd19GkimFS6CQ74vg2UsVDSv4h6LHAUNjigCeAM6peFe8Qqzx7XGTkGUIeS2fAResukWM0OgxhH4gL1BYABGQXg5DLvHEKBqs2z/GEC0hLFOKcpgHsWxJWefpMjLk0LLMKIi9M++j5hxT2WNOIt3/phuOO77gRWG0AzEP3FEavroshRd8Kl4v2Exd6IvWHEmWGNs/0KZ7oNznXH2A9rmZPEeMt4HT7xZ74Yz+Q3gfre7RFt1o/dmn21oCKAsk7ucsZN9MXayMCKJxUteBBc4cOheYTFw6E9nK7llPao5WhsNTXYguLci5MBlqJSxWhrDaWBCK/69Wfgtm/7beVouC4z+NRpij3z5oztksn10A9TENH0txn9GcBn3vx7eONLP7hCp+RALfZzhrUtp2SUDQVAqZZt5wc81KVmc/hgwlzmzhfSOjUax1fpA2xvwNbf3skyAjwoqJOhBafYKfg4o7C5V3OuPPRFaxRIRkMiKpvU4fK4xEmSCrf3T2dwOe1hlQfcl/dxOfdYM3CcE47ziCd0l/CG73p//PLnfis2//gSLjx9wNO/6RV4+t9+pWCghwE09KC+lwjx0Ev6uQ/InWzOeVBno1MjTiVIPXQKHj5lkSEypbTqHNvLshhWrMowyj2FOj6diIG91zgc/jHPjSv/8v/loFtbzxi5OB9Ny1zGkIdr7HQy/Pu6+Uv0TzHels3QCxvzvPpscJKzucp8AjKeVIHHopoWTW15GqQKZio/qWNoo0XLjtICx2kBQOANa474/HO/h+/73JeCrxzB6hcgSZV5AOjWUpPFWtzIvdEEhHUAbQjIwGbdYbXpcTL2OJl6rKcO96zO4D2rc7g47eE4DbgyybgdOeINq1vRU8KTlvfj9sUDuLG/gvPxWFSmwgluiVewTwlLAl74K1+N234tyfzuOvDBnji/fUBeCMSPch2TuWC/gdxxgWcIRoXLUDH+kMjacsHOR2IchCrXllcRcc1iWBABRWWKtsef+53sPRu3TI2CnY1HUR6yWgECI+xJDV6LOttQ84UCfaBox+4oieNTHAs4Wem5g+MPYDCaqxksfh1TJ8N/1Irn+WyeKWx55bX/9VnfhaOnHNZ9I6XqZEyaEXcBK5uTJXBTvBqDbtXCcrYWAShwwpG7QgiPJOc/uf2wQLhoEvgWqyiEhy6GVAMthT9B9f6JUAQHUtk35SGtucN+WBcuUGbCuUDgcQKPY+n3sEmgqd4vGIWj5u/ZHGgPATJHvw8JR1nmvGRTCBOSrPeazdhFpN7KBnA9JxjIWqNkTBHr1OF4GnCSB6xZ+IQbjtgPa/z8Z38b3vAtN+F1/+QW3PkZNyPefwnTmR7LBxLyAGzOZaTDBCTCjWePMMSEjjIO+xVuGS7hMIg64tmwwgFNeNPmcXjaN7xc1qkYKxfDauiUgBh0r/L2DtdnpKgxG6sGc2vrHIVST8NahlNIeww69ahs15CjUTkaUg28OhbdTLnHCseVjYIgxfqseUJtee+U3/3fM/efZ8a+b8bVACQy+ykH78DLPuU75D89sc8qvTJK1LQs3upgFHKf4k/mlbJFiaIOhUAZ+wS8+ZO/F6tbz7QXZsE3jcTvxDPPoo9Ujosmm+MdjAqhcipblvJv+BlwkTBsvRrjNauDlayeRqsFv1I1jAzClSQKVCZXeiEdqNJHxDEDlznjMBBe/an/ErfGPfzS+/0nfNnf+Bm84SUfBOo7UNeBFoMQwBeDqEz1ncBQ+gh2BPCsqlM1Utw6GKz9WfXcUbhFRKZ24ki3pRp5W/slIGg2I9QH4Icitb9bZq59fu2w3SrUh7qRPCgZnBkIZmDw9nN1G7DPApbTm8GF6mQYBng055ylWveIqMomwDO/4PW48+s/RMaTZjUMnx5KsTsoX4IrfMPUoBLKGEopYKN1LjYp4so04DgPSBxwOe3hEi9wzGJwcTlXRthMYuTovceRK2QjA2HtHJ2JgDEgbyKmKeBk0+PKesCVcSjj9r3rQ1yalnrvEa8/uRWRMh4/3I9b+ou4kpa4vruCx3UXcVN3CefjMQ5CxvkQcH1c4Ik/HnDwstfJmF0uxfEclEek4yQtZtAWNTYs+mvQPntAMWTnfGYMyhuyAo7FCATwlB8H9v/f1zQR4Do2qUg+G6SvPH8dk2YBW02k4M5rLe5ydl0meh4g2jXm5xFc3zxcK28t+juaX8v820St72LTwhnZ7sNNVthXkh65U1GCWAJUI5IKg+Ri6BduX7NX1N/L/Sl/oMC2NFhjqlM29yJVeVmDcdrcy8hSSHKcBLKo0DzS8L3dSpiqlLE5HdYo2X+wcO1c0cCJhTS9yn3jcPaUcRgG3PmDT0Z62u2l360Ia+5lXJMLipHWoSlO9FTXNRvXQ5iwoEmVGTN6ZC06lwrZXVM/KtFcHRoJaLRKW+SgmpZ1nxTiu8kdTlKP4zRgxR1WuceFtI+70gF+4yNfAgC47o0T+IGL6C+PoARszjHyjSOG61boDkecXaxwy/5l3LS8ghv6I9zSX8Rt/QM4DCe4Pq7wTe/8THz/t30awnIh1993QK/rgJLBc29ywFWwxManOR9XW/o91E8gfbV2lxTv01xnIFkzH2uPunYNQadsb6n6/6bEAKAYbFbEJijJLOh3RVvaySJ6IuHVTuuNJpuN880D7YZhm1blSwicKMOMb9XQzqaJ7nHm7cI2x9h6UqttFIEyrOjZznsgEnKo1V5wWGoAbUpV+2tXNHAerPDni3ODoBzcfSlDHCztw1bBA2VRLwZbJJXsInAK4MClum0XZKGbcsCVaRBFkTDhOA/iAEXgchZD7iytsR8mACwbCzb4oP/4N3Hj7xFu3bBggPtBf3YClek7yWYY3j0Sch+00jKcM+FUn0qVcKuEi6qSFrXWCyk/wzgaOmY9L6JwizRrEbxamiMsFmdj5mAUCODcyHI2WpFI1jdPq4uSMSOD6yDYOW98FJcwi+jCjeeq0lIMjmz1LWIxujIHjCB895N+Hh/+gtsq3FCjqmb0h4mRFhpRndT568XAMWgeZ1GESoExqTJMnztMecJJ6nE5LxEpF/jUhiM4JfDJCWjoZUzkjHiSMJ5RaMmoUIyOtD6LkI3LPY+E8cqAeG4N6hkpBzyw2sOim9DljCmLMdKFjP0gBM+LaR89JdzSX8R+WGPDEbd3F3BT3OD6IDU4PvzvfzVuef17wMslaLkAL5RDNMSiMmPOMOCcYcWui2PMNaNBjBBzMYADcVlXAZTMQuaAPmT00HEQFBduj19hLVY/Y2dGwY9FHUJZ9fqDZVJQVa4AYKCMqDAqsgJyOpALNMQFSmxuyt/cwvxOWe6tYrS1WrBy1zjnxjBr+HWo28TWlLLxboEi1P0iwXhJladUCtZlMfSx0Nla/kPui9xa2kBtIU4vTZA1X4M1Y4pY9BMmFmd7nTrshY2OfXN0VIyBs5wjRimaF0jX8XoN/r5l3TYjVozysgVopDzn0MC2pJ8zjvJCg4gZP3/lufjJf/oJOIiE7r3vAq/WwNAjn9kDjQlhI/POMhm2/jbXM2R0XcJmipoVkIDOlbTALf3F8rxftbkB3/z3vxDXP/C2VjAGckxiRkgkDl9f+9sy7mTV1xNhmgLGGLGxej1FtGSB++kMjvMCx3mBJY34qGe+Ca/6ottw3+c9AY8/fy9u37sCvnIeq6lDDBnXLU/w/uf+ECNHnIlr3NhfxuP6i7g5XsZ+GHF9AF797tvwlB94OWh/H7RYNAgGjupkuL2i8Phs7ut4KUPVKrg7h3i+V8gQdM4yCCvWjHOs68HDthWVkIdJewTUHrlmHA3SCWAFz0yFAYByMlKFoSBjQEIPRrQdxwr1lQOSSkH6k+hPF3nzaVJvjXv4FCCEbD8RR5ZiYFV7nnHEqkduLWVgqoZ3SIxsUSiqRnc9KcCbAAx2C1xUS6yuhVQf7nF/nvA5X/pl2H/dHzZRQNuYfLRxy0iFLt6ozp1kknbDbEShJrsMh1OJ8SpbiqluKzpTwdhng4exRsE0Os26LhTjVKuEjynimAZ0IWMvjhg5Yp179JSwz2ussnRUpgDgBMsoZMMeETf8PuG6H365LM4xSqR8uShOBquTkY0EbtCQYKpTDh5gqWlvQEWIBnrMoJAb/DuAQgQv0WOasFRj07hFwY1dg/35yLFh422szg04e5ZN0+dZDqEcEYNOeFK6/L8ei0nGrp9DECOo/o7tE1r0jyFYcY1uFtoOUymgB6Do+RtOHADWnJFScFHNCZh6mLABJSBuMlJvBATNZmhdPGSANgRGBAaZf5sUEajHMo4IxLiSxCk9H48xxiO5f2bkkxXiwYGMxSkjnoyIJx1SH0s/dyvGZpDODpM+lxCQDyeERcK46XAlE5aLEfvK2chMONOvsRdH7IcNHpj2sUhTwV///9n773DLkrO+F/+8VbXC3id29/QkaTTSKCOQkDBIZBsjhEkGDJhwwcZgY5kgMIhgX67NxdfY4AAGLmADxhguBoOBB5EzFrJkAULCCiNplCZoZrqn0zln771CVf3+eKtqrX26B6z73OdnidF6nv30Sb33ChXe8A25YLJvNpy3PUtRYrwBbv75Nysxvqm1ipnECopjvTNF/nPebcsduFIvkaidYhtLZ6FKgd4YVJVot+qwhCK52orHiMH4WMZDdAnHj9Nk3MnEH5BT84KU5DCNFWdn4y2N/3miYYCPeOWXcce/Mlj/Vp0L1myvW1nu9NHqRjnrncn4nj7yGmokbLtjR6ZgIKsSnT5mle/T5yBp+SNCDDLT5Zi8NDLRto9OOxtYhkfpskiCDVLbFPROXI0MI8zKaEg+t8xT0n2rHy2ty4UqvRfHvqWVgR3TE6Khi5ZKZn4S/aD3vnIEqUr3sPB/QupsGEkmfgIxEqsIVUBsIASDSKAfbRJiEBrjOVOd0IqqMZ2EhrvqCzzly9/EIx/fE6zF7O7o2peKZbYLhFqm/WNUAShIyU5niKKFqUU9FF8YgDOVzu8MlXx43OPgP/8Roa4wN53VjnZlMb3H1AZfm2KmaQYY9iC6WYI3K4aNUf1o7EKLSVf6BauxYt3UdLXjTHXCff1ZbnVX+dbbf5nuNnh9fzOvWT2R2+orPOPWB3hgOMOrj5/E20/O8YZrt/H5t71SvTKio5WBs3bDLVYn9Q/8hR/jW3/lU2j/xpj2LeUThtbhW6tjYYiMrRRdlvzMSucnH3bKOPJ64NK8HJNwBkz8qQGLJbIULTl+8G9f5uVf+2z4zRsO2/cf78PHYwc6lVvrqb0PFHWUOgGmFXISSkdD/yZVGU91M/6sTsaN4Lmn96YYtbMAukkV86VoC3wrL2ZDOj9CgH7QJCO/7xCwfY7s0344RMzAVIVOlRMAkzbL3tsStOSNOhs+teJpf+/1hCtXiWOSCK0s2O3qRnCUil+uQjHFa6XCIanKMfdbmKtQAFumXgDFt4TtgJS0Oc7vcUmqZh0NU0yYpPA0vDdF/z2kxCMHRV3Q9nQXquKrMSQZwx41gDuJgS6OfM8//jfc/b3P1cChckoAz63zBEMJtU2mULPq0ByKMm9FS+5k5OQtBXGGojZlTaCyPrnhTqaHedzCBF1QN3vRjVVmwc28myK5izIJGVwXaJUEcrt0NSfEhijFM0HFC1QB5zrYSk5yZtyiUlE9BSm5TuAg6fkjJBSIErPz/8pKU7kLGKLhJNYKqYpKtIzDOLXmQ0CGgOlT0BV1vJhe504JuMY0b9KN8Z2lGxxDgk9tfMWVYckmJagAR6HmDneNF7/lrZg7bid2HdL16XMixkfcJmD7OBUCSqCpCYeMgnRWO3EpwBy9mk5m6FzvLVf6BfdtznBTdVzugxrVBe6qLmIkcBIMQ4z85NFT+cJP+VLC0bHOq2oSK8iJ/NhafAoqckEhc4okTuMmNGmeBymFhNr59HhVkrcxk4obaGejnXd1c/BduekeJGhJcJNLeIa3BJt9HwSxEVPIutr91c8ctzoLWYloc2GBefXrtwN9M439Mv5mBZMCo8kDNR1VtW0q5iTQmKF0FrSrEtN8iNPYF1O6agWmSAps47QObFW8ucGcRDkDWWZ2zu3L4gRAkp5NENsZERzYhi+WjgETJPV0Zzz9LCaBDZ+KNZukOgVM0ro5WZfIKiZOBCDO6rNOe1ewKjhgxojbKHyxJJXzIpkXVYDy2rlyaZx1o2Pjq7L2ZOhYLZ4PqB/kX93xi3zN617N8BeeqntYP2BOOsRPyY9Jczwa8G1EBrArwa0FXGR3MfGKlq7n5vqIA7vm0riLJXLWDpxzx4g1Ks8KM26DwQxBBSDS3hxNgkmO07VmHpi4gJjI0DsuXt3lkfWyiH480i15x+ocV8clZ90J7xrO8vPHz+S/HD2Hu7vbeO7yHeybNW/pbuVt3c00ZuRzb/3vfPotr+Fx7jKgqIG7qktURCpU4OQb7/5M6q/bVaiXsyrFPiuChEoYF1LI+dP+NI2L8n2GM6J7VthyIdeCWObR5UOlwfXDvuXm1zC2j52Q9LF0PGaeqqT2vjAlGG6WUCgEZaSeVcKsaPVaF7606lmjr3xEtnCL+mFMqhnz+FjgtMRs5gtkYluIuV2qXIH5MUQzBUoJB6ra6HnzmILsgv8ep2BJRg1yg5/wtTnpUvJe4NCsODRrjkKl7982yM6C2NZJ/1wXUl9J2iSY2uD5HoRp4ZmrTUmC/ZCeQWNGlqbf0tVW6I92NeKcvEv6nOsq4LOANWF7y6JuU5A4SilXCdD3jnVfsRkdfZYn9TUnY6NSjbOFcDqnmJx+oRLDi7/tq3jmS+/mRkcUSaZw+oGhMoRaSmWryNnOOhlbsCmbuzfpuebcRKaOUJW4RU1KOtSoLKZg7hQIzirsL1qjQUdxtZ8ldTdIjG/4w5y4zrsaCav+aARYn3kcIaQuglBw4qf+vFT4cl4j09fzt/ZeCk7cR1N8UfJxEprUFbSKngui42kcYVCFk+wpMMdRz782I5heJq4GQBD6rmLdV8mNOHK5XxSOT586Khf8go9fXJwCzBih6ykqdUYwY6RaRdx6CjS1SKCvWIcCqfCjYegdtRs57psSZG28Y2EVtnLWnehmngoVl/ySW23HnglYEa76JeF1b8KePYMsFtrpGkaIkXG3xje2wFcQYVgIw+5U8c3Bvl9EZMjriXY0Fk1PN+j9z9XfxozXSQ4POc8wooo5Iskx2hQIaJ43Y5M+e0hVVAe+iTAKsdMks3KeRTUyBsNqVOO2pelpZcCkqnObEmvEqFN0jMQ8H1IxI/NCcuK9tW5bTfpzEhiCSV2URHxPCcbcELCPlkqSIEPeP2IoXUVJHS6JJE+dHPRGXT9TFyknuyXBT/DPUqDKAVy0dNGVQkMm2w7zBD5L3M6LVFE/04yJp5R/leadGfLzimV9H0dD7Xwh+m6849q4KAneEB0nsWYVKr3tPhK6TuFL6w04q7yo3mO7gOknqNxcjS+Pg3L6qVBUO89u07Nbd7R2YO0rHuwOuK8/W4jwl0LLJkY+YTkw7KZ1YVBxk1CZiXOQ3r++Fqkvp2LCIjLuBBC4erxgp+6pjOdKv+TNJ7fQhYqP23kjZ+0xl3zFhXGfGCP2cbdq53LVIUMgOqE7UxEtZQ3xjeBbsB3YjY4nvxOILhCOK8Jaz7WuR/rRcWmz5N0n+4zR0tiR+zeHXPULXnn0FB4e9gHdn4bouJZUv26vL/PE9iIhGp5aP0grY1Kcu8Yl33K7a/jMT/1iPuM5n8jZL3gEedt92o1vmyL/CxCdwTe50JfXYz1/CSROm46NsAwwmlQY0b2+rQe60THOuDxVKkBskuN5n7ALrQhD9Dr+39uPuYLae8vrvfx4zCQamaPhrKeadTUybOo0RyDL1tlS/fpTblXeg3IOEacFe16NKpvXqQD8erLU5JKdCVNDhB6jwVJ6yeiRbtQNq8gV5te0uJX2cK9Bd/YgyEcX3JafRa7gFwx1xvQ7o1VAm6r2CW4As0DZobrnEkt10JiJsDnOeCFZ/3xOBt86vOe03F1xWZ5dgMqGMlXe0iuJsGwrp8wfW67MxemcPIZN0GSjEo+PCiU7iTVHoSra9LaHsFrpOYok3XG7XS11uqmR4WUJOpWhAnNuSzRTNyPj3iXft1NQP2ey83co+vFVMifLgf47x4pPevyHIG94W7oJeQJsy9tucTLyfcmb/qnkOc8hoHQT5slPHqt6+alqiSqKXLcU5jcqldb5g9mu6E5dOd2YdSPTn+XK6hhMkZ4sylOlsguv+sjv50ve9FZiP0wkbZ84Gn3YnjsebK9jygwpWR8kqUFNY6j3lqO+wZnA2ldcHPa4rz/HhXF/usxhJG42JckICa5iu4DttLuRixJmBBlScpyvOXF1MuRv1dVUM16ZM4EuOA7sGlPGgidEw57ZsImaHDdi2LUbTPZTycmny5hyILkLZ+w6OgyTQpp+bzJ0rYo6z9EAcAyGphqVPyIqa3ttXLC0HTumozVq1ncSXSneiFWDQBk9jEGV2SqjBYIAdqDADEvhJqAQjSqmU9bzaexIbX0ykdOiyb7ZUOMZ0pgCoKq1A5mTXENR1JIkoQ2nxn8OeG0sDug50M/Khfk8MmeqNUPqUM8gU9Zq8SYrT9nMEYjb+0XqapQOXingaNK57U8wKS9V4nX9SoIWm2ixIvz6D34/d3/7B2mSnQMTHxEfVAltDlmMqViTF7pccU/FmuzMna8/RqEPriQ7czUh5eZoF1cS9l7V38Js/k+f7RtKB0nnYHrekp7LYAidchcOW4WyjsFwMtY81O1z4FYcJjnnR/wub+rP4GOg3zXq2i2CrDbYa11Z4+wQWVwYaa4Gxl0Y9yLRpb2yN9x0cMxe3bFbdfTe8rqLt9OYgR7t+u+ZAUPQhHn0xTdJBo87HrBdwFcz2FG6rgw7MiO4awaz0guXRitlw2CxJtB7Zfl0o+Nq39J5xxuPbtWxlTbfXbsBoEv71tJ03Oqu0JqB13eP5yTWHJiOu9yKD2nggu+wV46JXa9iEGcOIEak6zW5WFSMS0eoBLfWZ+VrYWx1f88qebFSLlseI6RnlTucN5Kyn6uTTcWHHHsErt8o3n/8eTgeM4lGDtqAAt+pCwxFR/dk3Df9bHoD2SaD5zs325Cnv51+fqMj+zrMj6ygsU2SypuGo0+TUeqaOI7ErB6SuisSI2aIGrzMg25yoETBNmdzoM3g2CSN/rm8bSWBQ9OnynNu9QuhdvjKbBMnLfhatjflmAIls21wBVCbCeuag8IcMCuVcXYj58S0eRV+FpyeTji24DazTVOKgkpK6BIUJeObAfrgZkofjZokSR4zU0W2kUqvNxPXxqQBXjl1AG80Ocudpixjm13Ay8ZeErPtQD89iMIrKiIGEjWgMr7wM4AElYnURc4z35AU3FirUJnUBQMouuhZOSw9z63X6UV/1s047SVwWnUnzJYWS1KOys8zKTFt8ekkP7f0oXH62VxuMzvpzg9NFpWUOqmZJBO9WJfWvCWRYkMsMpu5GmQ6hTKZgdJRiYbUJUubaNRgy3eWbqNdjUzaBAoZ3WOoxLOJXpXHNh3h6BhZbTDdiIxRu4K18nXMEHXzjrp5+zYSHLjLjrhWrw9XjyyWnQbwm4bOO5wEdlzPwg5cGne4PO4wRMe+WXPWHpdEqxLheb/993jZhz4BaRritSNNKipHXNTEpipBfD4vX8/cotOzCBWEKqllzcaMdfr0T8sNN2YokpagiXyIQhfHSSIzc84MU2eUVP2tUhCe17F0HiXBSZ8ZgdaOLOxQAt5NqDAEzts1SxH++FO/i4/6w2swjkSnGPTgtMNnZnCtULOFRQcmhS0zO78MxU1z8kZzwEqchngWQpjBB8kFk5zY5zmQx/tsHhZ1otkc9HGSWp4H+D4Km1iVosPHf9mLefrX/4k+82GYTjCre0n6TD9LeFJHQfyML5G6VzEYusFx0ld03tHaQTluwXLVL7g07nISGioJDER+5Ye/jzf/k2drcaypJ18ZHzGpo4gk2GIfE3yRJEoAWzLKJtJ1jgurHY6GlpAgczuu49i3CmHEc7M94g53lYf9ivay1yRgqepqEiPtgyvcRpOQq0+q6A4Ni4ciO+8y2JXgzw4sz5/w4IUD7n7wZi6ud7lj5wqf8YTX8oTqEf5o/UQu+B0M0JoB2VlCSdqF2Fj80pXvQdcVt4mlY+XrqIE6KgQxP8bRcuHSHpePljgT2Ks3tHZkNdYcDw0XNqoGuWc2tNLzxs3tXPULHhoOsESeXD3CU6sLPLu5lx3paSWwNJZKLLfZpfKiZkXUWDliU5fxmcfBuDBFgj13m8ON9isPuFjMZWGKs3LnKycZoGuDkZAKeZYhRhZSb0lNv//483M8ZhINkwI2I9seGltE8MTPKIohRVnqBm94Wu/9Rn8yC3i33idmudUbJBtJPWe+QXsMA4bbbccvvO0VxKc/ieK0OoxIP2I6XyqSoAG27SNuldrfUQrhL45G4UNdzWpQjOuBXWslFJNw7aKwqSYRnJ1hTogPWes8t7mhbIwF/iNMgTJTgJrv+5abb6mA56Cw3JQi5ysZviZZNjBuJVRblcBZhbDswaPB94bgTZGLhaSRnhIuJxPOexUarvk2afKP7JmeSmAVe03mcjfDOb0vRXJYA7ZQq8pUHgvlfGZO4BNkYP6aOkI5ychO9ttGVdkjQDtyKiEasAKteFV6sUY3lFNqaeV55XE5H4r5azP7ulRYJ4dyIPmR2AKdmncHM/TPiGru6/P0ScTAT8/TJEWWGLeDrPS580BTsnt2mNTTQhR6r5WxMZgtfX1VaXGcRCXoSuX0HEaPbHrMqscMvgS+JknPujXYDZPGfkzdjc5AP8kkC3A8NFwdFrx7c8DFYbdo7Afgx3/zP/LAV/4FzJlD4maDjIFQm6JwIyFiex3HOib0YjP80Z4Y4jDhnBf1QO08nbecjDWddyxNz57dsGs3eIQrfpkgQ56lRO4eFnzfh/8YX/e6V/JVr34FctPZbfllq/4CMStN5XFhKMlyHqMwn+8a+MU4e76njgxNzdyZRryqoIWYFmO75TcgydAwQ4nizGsmK/SIF8SqQEJlPVYi67FiCJbGjBzYNXt2Q2sGjkJFAD74ZS/h5R96oMaE6eFI4qXMO7NlrTbTHC1JdyRxpqZrzQFUYyb53nxYIo2Y7eBpltwW5TfY7mjk88hzDqa1NZuQprGXE54hTp1YoHhq+Bj55e//Hu7+tmdrNxw0yU7FmnlyIbPPzHC1LZ5GkC1OTr7+3rvC01ianqXpqMVzFGquBPjt9S7VkSHGqHNgGBVaKqmAZFBO4Rz2mrpY2uWbFReS8tVJ2rvGaNK9D1weltw7nOWS38VI4K6q4qxt+Ml/9538wCt+kt0fugzeE1rHcKbFrgN793Yc3tNjBugPhO6Mjr/6/prVxSW3nb/KU2+5wM3LI8ZouDwu8Qg//eUv4sWv/gL+8u98FT/yqS/kq171+9oddBa/1zDuNUQj2HXAdoFoYFzAuJSSVLmVYAblOw37Hmwkbix+5Qi9xVWe/Z0NnbdcXO/yyGaHMRrONituXRzRBce7unO8vbuZA7vm5uoaj68vsYkVf9w9ngt+hz3Tc4tN+1bwPOxP+J2NqiPKcqGQqcydyR32xCecdzbzGJzvUyHv8UF0w07CEKo6RZEhzlD1jBjIHWcg7RmBAeji+4i07f9qmNT7IHTqMaM6lVt68yRjHrTlACkbjeVk439/6MPYfZeZKlFzyEd57/+Jz88Vw1M/zo7g8w7HHL4zRFckO0Hbi+K9EsKdU4JdqgQaHzG9TmrE4CuZiNGDLt5mpdpO0Sl8rLKeta+4rz9DYwZudVe4EhZ8y30vRGq0SpOkbbXClCqxlaTNYHJ1DfaUkVcyR8yboT0VKAOF2Do/ynY9l2XN99xvT6x5Mlc2RdiSa9zq7uQNMm1YuQKr1RVhjDPTNxSOk8nNnr7ItV76QDj8Cx+A/Mk9FLJ17nTZ1H2ZJUCnNci3hsYMLjVv0WgTLUnZJkfcfLgZRKNOsKkMudO3iyUpnL9hNOlZ3ug85FRSPX8sQilLZHnNmD7HmSSPHCcfCx9NURsKUaVZt2T4ZtAJGWNRQiu/nsk164lNJ6ONGVNkLiMkWF7iNoWqVNOBQuRfhUbd252DNpY3k8Fj+1BInDnoN0NUUmi+/iQMEW0kemEYLCddjU+b6WG9TmpPo8LtQgdEPuNv/C4/cf5jeMp33qNeFalabDudL3MC5BxOl7sICMQEVWvdWLghoA7Cq1BzwJpDuyoJ+yZWXPJLzptrfPF/+nLu+tlj5PX36LXXR+qd4SxRnCqjpaTYJBJFFBh2pBDDo5DgNKKY+zaCi5i0jvhg6EeorcVUkYUd2HVdeQYerbIHhAqrMMxEjpbRFyhPgV+mNUV81MSidBf0/hfoXFo/GzdudflAhRGazFcSFfQQk0obVsm6mZBcnnH690a8u3nhxJrJW2ESDlH1t5xo57GvvzTba9mpYw5Vu27ezZKPnGDPpUNzsaYLauw2mGlbV99J7RrEcUzqXtuHjEGhgc3ETcnXXgwsR03wYsz3QMm+WVDkZGy4tblW9lEfDUdhwVmz4aU/8CU86dcua9GjaWAYMZ0amcbWJV6GFNy/IZl6tjnZ1WQj6kQnVIbKepbVgJPA5X7B2lYs7MCZSqFTIRquhg19VM5fLTpH4/EJsrejc8sp/8ptPAdv9/T7C4UI7UT8TkAWnvvffYZnPevd3Htyhv/x4G2IRJ78zIf5pz/8A3z+z3wlT/75Dh65zL/50I9A9rVbmguUw27FsO8INnczNPFTqXMITUqmekFGy7jvtStQBVwz0jQD/WjpRotpO1oXZ9ynSdI4J6M5RmhFRRiuhZZDsybgWYrwhmGHf/Dmz2T3r96PuPthd0eLUAnyGytbFOfyOA2VbEmyZ2h43rOikPhLlAKQDvdYVBInU+J5lzuUYqoWNvP4f+8Pmt9/vOfHY6ejYVOwW5IMTShywJZfW/8H+MOvfx63fd8fTpXhGxxR5MZdjxwAx+t/BhSoQYw5SJu00edJhsoVGlZR2MRRVTPG5Hg6jFqdHUNRnzKdVkltr10N2yW86yi6qHWGcFyxPmlYdTWrsSZE4XHVJe5yV3n58dPpP+EyMQRVoUhGXqGxidQs+GoiNU+JRVqMUovbOJVmzZ2M7Xsbac2gyjSJDJ4pzFtUbJkN0Ux6P7UWzStvp2L1RG7N7s66UcfZvde31QQjK6hk9SKLYt6zCtkmWk6CYRM9hx/wCI984I6a9WV+RtKIV0hELMF5sEkq1GpytuWlkc4xwsRvcRFxuTI0DSxnVCFtYYeZf8YUvKskc6AWoZbkGbCVBG0P0tP66FvdC9LPRYO76XdTkDNPIvPhb5B1e2K659dvIsUDJmHmC3wk48RPzx8BvBASQToTwuccpyFahuC44pf0KWncRMMTq4vc808/VOVcu06T9TE5JSd1mPzK8yfDOMwgk7nZ2hI3lmFdcbKuOd40DMGyV20YouXt3Xn+YHUXr9jcyUN+wU/e/Tz23wYc7BGtYDcBd6JrzdgkaEJKlE0vhYA7LgNxZyxdg3G0XNtot2ThBg7qNQeV4rOViO5U0tZu2DEdS9MxAO0HXOHyM1VZhkWL7O0qlhwSv0srINEJvhHGVuc4sGX+CQnWVcdS5c+BxTBaaueVo2E8zniOxyYZqW0roykWO1IM7JJTdHRmIplm+FpOiiMqsZoT8jT2lGCq8yKrB0IKtojsmEArVvkVzimMMEFccjcxq8HNE7xJmGE2NySPf+2KN3aktQNVgoTlJBsm9belqaaExadu3ql5cJ0bepkbs7UtnZckF3YflRfTecfGJxK++K1AX80jhVX0s87IBF80Y0iGlem9E6/PjJN535a3RAA6y9g7vDdF3ENSMJmLY32SZgfoouXXvvLbeevnHyps0VnCsiVWFhkCbjVQHY1UJzoPQw3DrjDs6npYHQnVkcEdG8zGgAvs7a/Zbzsq4+mD5Wq/4N2rfa4ObbkPrYxcCUklXNQE9sMO3sE7/t4zMBcvY1cjEsE3hmHpGFvL2Tf1nH2jB4HnPece/tLT3szT73yQta9460M3Ed6wR/W7B/zLP34hn/uyryAsIhc/aKHJy+4OcWdB2G0JtT6PmNZ95TcIvqF052yHqk95HdNlTqFzyg+Wk+OWTVfhkmy0eid5rg4t69leZSSyCjVDdFQysmM6zlo162zElyD+tes7ufjfb1Fz2eVSYdjOJujUJI6Q94XsZxMSFyM6mTqxcT5H055vt7mnw2gn+BRTQh6iOcUncgkIcApO+/7jz83x2OlokJxrmaBT1QzqkbNtK8lDQ4KaLWUPAqBgWmdHkSh8tEQ8ZfpbTtbM/iVDpgx9cHTeUxtHdgbPBkibWDHEkS4GbvrBd/PW73o2B7/4eu1qDBWyGTGpEhEFQi3YIabKREwSrxow2c4w7EdCrVjbMRge11zWxAZhaTvM/uOQnSV+f0FoK3xrGRc2qU1JIYWHSrHUvlZceXRxG3LDVN1QaVZPY8eCzwzRlE6Sna0y19n2xFMV+tLFiPphs8pfDowUYqEBbMgV+dmDClHoR1vUMFo7bJnggVaGqzhSRUuNbkIBMD91jrM/9RrYWW6fZ0m4Tkkgp/Pbgpuduk/T32qiZq0aRmWFm3zOOajOUCXVrs/eCQGDjp3oPTIn0xujELhUQTx9L0+fa0wV3Efr2M0TtlxVVYWuXNHValVA9e+ziIF+hpRNTS+Moho2F/3a5miIJpsZr452VwavSm2bBOFYmB4sCVKivgJdtNzprvEHn/+v+Lx/+VeT+o1DfEVMSY747No9u2XjDD8dE8SmiaW6HYPCEC8e7zB4y7LqOduseOrOwzy+fgSA/t07LC944rLBty51BGxy3NVrc5uIbwVf66bul4HYpkq5C5jU0eoGhzUxBfSBHdexazsO7JouVHjTFVGAmsAQ4YV33M0vPekFnGubdB0pGKhUMz8/c/ExrXHbwXVMZPDoksjEIITUeRCjuGznfIFFAozB4q3C2DahUiy5GZLkqqrLxBR0y4zzJgm7L1GJuiNyXeEAo4UjYKtY0JiRPbthabqpqxDheT/6NTz1ZStdP3L11kiZB8VDw6ZgKiU2U+IxVTAkQQeNxK1ixcJq0aTOkCWyiIef5pYY7Q7P3NczBHTetSn3PcO3hMJPil4ICbY3P3K3OPNTVqKmboMxnI7eivrcGBAryUzOFBiVBCkQprKm+um5E9RYbnTbnMK1r7gkOyoRbisO7QlLM9KK0UAUiJtOJeMrl/wm1DdlWKrCkQQNwvWP032Y3xegHxwnvbZAF25gr+q0aGgCb1/dxMrXPNLu8uzmXvbcmkYMH/nqL6X9xX2WaJHOvfUBqqYmLlv82R2Onrgsn5dvV2NHPvGW1/Pvf/CTOLykY3LxyMDtn/EwV8+28EPnOfj110NdwzAQK8t42Kpvkuj+6DbTnPIzeF6owbeaYEjUIqA9soRFUCnxCqzzVJXHGhVRORlq1lIVTpCOOVVu3E3FBdA9ywedUzsyqnkrwn39Gc68MSJ1rR46WVY6BKK40i1StEKCTplT/Mv8ZYZSzruBEmd5rJQ1eM7byvPFY0oRb27u+Khx1HvTEU5vmP+Lj9NOyO+Fx2Omo2FTtp0Ve+ZEWlByUiUjFZmvERVLzHYlVoISo1WmcKpEXQc5ObVQwyzGjRqgzdvgxc8hBd/ZPG6IjkD+maGPke+/4zc4udXAMBS5ThlGTJ86G4FCDC8djXWkOo40V8B0QnSRdq/jcWeuEqLwyw9+ILfaq3zKf3sxv/mFLyA8/mb62w/pzi/pztQMexbf6OITKrbM5igcA1WiydUNhILnnwj3ofAK5q9cgTREPAk+FWNSnoqzqjylCr+F408QsS0FlbxZz59N8dOQbQjQ7ByVsKoBat5ItTo5sGOC4q6FpKCikqkyJileUUhGrI3CURLmPZ9frh4q1IykQJUrp3FrRk5Q7piqWj65gvuJY5SgfvnwCAGoiEXVZ3ICz34Z0w2R+b2a39/TnYT58J53NdJ9y504NWabLkL9YZKPRV4Qc8KYqqq5m3HavK/cs/l5JJx4zNC3RMTOhPAhWNah3pIoVtWwigFhFfR5lTkdgnKcej/N20gx7DtNUHUbwWyMdjU6SwiCc551V3F13bIaavpguTwueXt3M2/qb+OWV8Huf3sHxEh94QQzBOzGYwZ1J94cGtY3C+NSr1nVdgS8YFpPgU5Foa0HDhdrDuo1TgJrX3NtbNNtVZ6OmnIdp0IKfOstr2R8+kox+fnZZ+JqjAohchNsLCfqUaa5rs9ktt5ZTfjCYBNMWFRieaaONgZVbhui4yTUyWskcBID3/aD38/bX/qBybRPA18ZQyliiI9FRKGMTxMVwrNRrpUfkzSmG1g6hc3cVl3hjvoRbrVXaWWkEvipz/tO3vp5rc7PYSQmGFNwOkczFLSYaKa1LROwMy8o86UyL8SaUAon2f3czIL6rDqlSXJQad2Zgl/M93w+D3MBxVM6O4WzlJI6Y3NlWEo39kqSWN6ESqV2JdCagVa8OrGXtTKoKMFqg+nHLYfuOIN8mkHH/Fx9Kp9fTMWzENTXZTNWXBtajsYWK4GbqiPurC8AcMm3bGJARiGsN8SjY+LVI+2iGU12/UL3lmkdV1GG0qCawbjotZNSp6LVXIlvYQcaO3LsG96yvoVfPno2r9jcziXv2bx9j1t+7V5u/r2HkN0d6DpVg7t6hH3LfRz+9tv42m/9fzi6w/D43x649989lV951XP4ntf+RW79lHfxaV/728jnXmD5ynuIX7nPwddWHL7iXi1W7O8RbjqDuXpC9cBV6kfW2EENAYcdQ7+jc7vsn7XeR7sBdyy4E8FuwO944sJjGq/8o8onWKKwHhzrQT2vfCpKrr1+36YW6J7RZGPPrBNJfFDkgAiVGF57+XHs/+SrKcIgkARMKmJjCdk/IxcbRJN95XhOxQdVpospBoiTpwYkw2AhG/bNoeq6Rum/WRUwmyMPGDYx8G3/+t/y/uPP3/GY6WgoP2OGqyUWH4LTkKl8WFILUYScqueN8Lr3n4pe6Qc3eMNUZc9BWnGqjtOmkdWncuY/RJsUPEaqOLKMI3v4tOBHxdyGoAQ7azQ5EojGbSmKmBFCL4zLSHUs2HdY4n17PGD2AGgfiXzN0Zdz21FgOOOxm1Fx1GjlcmxMcQcNNWlz3t6YtzDNUZOMTNh0CWqQA+Up0UsclS2VohlP4zSuef71DQJh7RylincOVueb+LxKlwKHLIs6BkOXAtUmjFvBaiWj+lSg3irRoIED6TmcPpFAWsxThyn7Z5xKlLaw4Ke4CBMRfEqS69mYPS3JrOcXUfX6OL2JMVuE2/zzOCf0z5O2WcAt2Sgvd+SguJTfiHMzBMdgbJG6VLnm+X2JiTQfpkue6dlrgqHPsECnkp9FNJFYpceYn50NJW/RrqAmG9fGltbs6DxyCqVZBcehmwz7Yq6mi8CoMA7jLd5bxqXuqrbXbqCkjlo0YDOZPwhhMHSmwtoJIjgGw9pXfNHBa/jEf/n1bJ4ZsV+0ywtvey2v/IgzVGcOGR9/jmiFNoJEw7BvFJZUaZUzNAHZGfVeVxp4gE6HwVtOaNj4itp4Hr+8whAtN5lrpbt1aHrOGjhjlnzEN345T/6JVxPrGrKkZTdMUMRG14oCi6y1szLvEDI1kZS/sjbEJhKTeVpbbSv1BYQdpxVWrfR7BpSwv4qB222nSUQ/zJSnBDMGwigFRmd6rfzG1Fnxi1Dkf9tFz8Fig49aoHmk32XXbnSuusit9hq1CF/+DS/h6b/8emRnSdxdatW5sfhGSfnGq1KfRNm+ZtJ1Z8UpE6nqkaYai1dISOtXDpxUXGRMSnoRk300coJROZDkfD5GxAZo7HXQ2wwhPN1pzNCpeYHqegVD5ZRtQoW3GmTqemXBB3XoTspPeb2RMSpPyWR3+Ok8ooVQRWIdtRjSWXwVGEdDZyzOWiqv8qsPyGERMXla/SC32DV7RnlJYrTLanaWRVbZ9J76co87sYw7lmHHMCzSvuvA78K4G/CLAHXALjzjaHjwkQOs8yzbnrM7K9xY0XvHUHUcVsqV2rUbWtOzZ1SeNx6fIM4SHnyYOI4Ys4MsFsTDfeI77+OHP+6juWPvArGpqC9b9u6tePunttx+11WWpucrn/zb8Ar4sec9A26/RWWyxRAXDXFRsbn5PL5NHQGjfKfqWMdrqISxUVhY8U5yigTwLYQ2IDF1rAarcOrRULc61mrnC3xqp+pYuoHGeIaoSl83ieeKX7ITLVhd786ZjgMj7Jma537fS7jjn75Kx8AwEt2IpIRbRJDKEtsZH8Okc84cLUuB8gGY5KETRKBKhcUgSBUwaX9oq3GSf0aFbta+YmMqlqZnEyo2UrFDlzovwjPrx0xI+pg6HjNPdS5HmIngGY6SFacsMUGntBL4Z75njuVijmBnxyxYK/CT/AqoeoiVQkr2s03DR6ELFatQszT9zE9DF/AQI+MSzOEBcbWGzYbsom3S+cgYML5i9BZptMoQRdvfLkbCkPgCFfgaqpNIfRSQMeIbg1/URXliIoCraoZvU5VztgldBwOamc3NFZOcTAHqXHNeFZMU+lOJav8jol2D0SetfY8MHqntjTuXMksEcyBvKEo+RGBQQnQwEe8jo7H4OJbzqyQbOW5/wORuLDTipsquVw+G09jrQixOFaIbn2si0JtZMFOSoElC9jQP4kaH3stAK7CJgdf2t17/ue9J/9KcundQ7nlWF87VtTxmlTy/DYHLJoeaq6fz8b54J4hXbpHUmeAzm0ty6sVUYc1V9Hmw01gzyUQzSc0OCX4ISsb82df9Kh/31V/Bwa+/icTs1Y02mJm3RsTaiG9yF4giquBOJF2GJfSC31ji7sDGVrhE3q+t53svfTj/7qu/iy/8f76Kh157C+84vIDceRvHdx0y7BqGpTAuhWFnSvRy1VADI8dQWfxipGkH9pcbFtXAQb2hdSopumN7dlyXZF1d6h402oGTNV0c6fcFc+4s8fikyGGHZUts1b0+1MlALgXceR5FmyA9hlTtnzw/QhvUy8IGYjAqFe1Ugan3jtqoyMSRtDRmoJUegE10LBn5vJd8LU95+Vu149b1qnDXJZW0ZHZpew3CVMFN7407NgyHHuMCIQjroaJxyls6rFa0yXS1kpEDM3Cz3dUgO8uTO6vJTDOtIaHARNIzSEFgaKIG2C4WD40YhW5wVCawcENR0CuKa2kfqcRTEXltv8AMUydJhpHYTBj+AmGcrVfMxwIkH4sU/BmLN5GmGRQKnNdVc+NimY/CURiJdcCcOSRcvqJclTyJvCY8cxhjDihtD3GtxQZZwAjEZURaX5LfvJZbCSzdwI5TCGcXKq6EJa0fuBpGfulz/gX2cyKv72/m+z/s+UhdEU2TzEwt49IWblBMkrah1nXRDNp9ii7iO4tPxpChMZwElfi9afeEnapLggDa/W1lZBNq/qA7y8/89X/NP/uov8LV/w3kSXeoKIAI933CWf7+3/lpLox7VPIglXi+82WfwlO/7U2YO27hyT8TuP9nnsy7uzsxV06IDzyEOXPAeM87MXWF7CyR4xXmyhHN+TMMZ5f4pdM9tBXGJgXsCxgX+m9+VGrGKNBHjNdCQ+4oxWgwi5G6GhV2nMbbwg20dqQx+rIk4r1vqWQs8t5DdByFikYGqqTmJJXDLJdIq14fsa6grgqnxAyBaKfiWjaL1A5G4hlWOfmcQ6Wjyo7byT/DB8NmcNTWq9gK055vEz82zxvlalj23kcIGjEGYnzvOdf3pnN5tOMxk2jkVreTXFGfoCc5wcikRa2yz/5zVgwxE7E2Bx8ZijL//jrI1Ba2PEdrUoKlrDoV0Da4mk4l3Hl0NLFmE4eEvXUcycArvvxf8nEf8Tc4/1lXy8YhIU6QECNJOjMABhl14w6bTKicqUU5rWRsDm0xj5JIMRqa5OxkUp/JFXqXXV0TbKqKUAVMpZXYynrszHDuRgFz4cegHhA2MU3FquyeJNlArElqNbJ1j0/DDuYv8RpkGImEFDyRE86k5mQfJYifL4ZZQWkVI23slSgZI8YaPb/KFfw3p+EQMFPnkgmeNP+bebJhY+Fwn75fc5hUMT08lXV97b2fyiMffQ27m6FTs67Q3DejnNwNLr4Q7FNLbHa/54o3+bnme5gT4iy2UKXNI0aI3ic+xJSxFKPJmczmFoRilEKWzod4IQ6aLAajkKI57E2JslNXRS/H0GPYRE02jIfYD2oY1w0gmqRHaybDSx8JXpVpFL9P6VraTudXGA2hioSxZr1x9L3jeN3wsNvlbVfO8RsPPJ0XvegP+KU3P4u3/ZNn0j/HpMRSCskyOBh3Y/IMSPPJRWgCrh2p6hHnPD6oZ4AzvkARgALb2TGTOV4rYyFYfvjf/CN+d/953Pl9ry9y1eI9jAYSR0MTi21MdpRtpbTMlyk8rCxviXZZNikAH+0kawlqJLaShjYM7Bklr//yd38Xz/uPX8Nd/8cfYrxH2gaT5GatEUId8LXFdjPRCYFhN6raVeJ9LaqBvWrDwg4cuBUH9oQ9u06dHeGFb/xU6qseOdgn7i4IdereOO3g5AAqZl5VWRPTz3IglT2IomCNwqfyXlKf6opXMrIjIztGeMl3/D1ue9ODOg9TByFzgbaMR+PsHp/qKha+lNHxMeeH3KijMU1hw9XQUMuaP/qU7+RbPuxjuPsj3bQezLkxY8CMKdDPe5mZXnneyaDQ0NFZhfXYgA9GIYP1hrWvaExNGwYeHA7w0XDOHtPIMf/4/k/h0l88wewo5FT6EWOntSk6i2/i1nPI98WMEDpDlEB10FHX075i07PpwwR1HYLl0rjDff0ZzroT7ndHfM7Nr+bwN1YcmjVf9D1fgzuJ7L/T858//kM1AU+O6U9tH4Tbb1bTvcsr5GSdboAg584Sr17D7u4gywVxd0nYafHLmlibLViqr2Ry1vbKPREPfpES2Som35YEnc0Fu/Scw2jYdBkulTv/QusGhaqmyVeJ58Ct2LMb9syafbPh0Kw5MAOtCK2kjpIIRYBBB7OOx6KEZZIZ7zQWy3OYFxIFMu+01NZmc2SCTd14Xy2y/XFSKpzG7Ht/0Pz+4z0/HjOJhjEBwZbAqMqBUK6ApCqYkUwSh0rsJPUms0QjH6ew7jLbIOYqSLmpAZDJ4Vq2mCqzPhgGb4uShkp1qlxhJyMb0TbjSaxogqfC8/ef9pv8ox/+NJ76t+/WqmwO4kLEhID4CqmtqlRZ3VRNDiZsLKoYwNQyTclEzNWLFJjON+BJhWIG9ainJEOqgHW+EJldxmlmPG3mZqQNei4n/CgPb3oG+X5nN92ILpaZxJhlUf30DKb/NHvlx3Fqo57L8E0mfaqi0p7S+S6Qugw3MCb5EiQJWTvd1+uOR+uYleGWEyGtZlUloAk0ZkxdIJVSrWSkZgo+58Zhj+qhMTtKFygHFjmoOf3ns+9zF04r2ApX2rqPmWuEwRP4hmf9Kt/yHz+Vp734rfnGTyS2+XyZw91mc6lg1q0ow9dRjC+9N/SjozMK0+uDZ4hqIDYkIYVNrNRTQ0auhp5bvuYe7rntg7n1R14Lxmq3xVmMMbPrtErMzBcfEzygjDudx1EEsUBn8L5m7RybKnBsFdr1m+un4Zzn3s8ekcs1+28x2h1cKCyoEG9NSjZyBd1Oqm1WIm7mCL6wQyGCL02/FehadA3TR2r4w+9+Lk/46T+GRTsVSmyWmIXrneIndZkCN5xD/kL6RchjLCbuwqRANEaTgs5pzpQxEQ1HYeTzPun3+LH2o3n6t7wRRg+NEnwlqFt7daKVbN9oh0fGVIBoPMtlx8Fiw9l2xe2Lazxz5wGeWF/gnDnhrN3woN/hRf/spdz+M/dQuweIbZ26V6Kyqimx8lWCijX6LHyT1jYbt1SoZEucQQ0zazsWQZH5aypWRV75Td/Fxz30FRz8+iP5ZhGdSRX6Wdfz9JycB3Xlh3rvQ5RiODrYrDylErP5HBozsGfWpTDhiSkxicg4KnQx+/7ooFKp1SyGkKScrZ0VpiSCEbwVgrWMaUnpTaB1I713xQfKR0NrhsQZ2Ci3LZGYi9FpnMZQLsIUKXabpKWjdtDzPYlWGDunS1mVix1a0AJNNo7GlrWvWVg1s8xrQO5qGon8/Fd9O3tG+I3V4/mH//3Teerfej1mZwFNg1ijPB7Q+zQXg2kquPkcGQYXmkrNH1vL2FqKL0ulRodmTPM8IQKKOWtM+9UYVbzDJFiajeACYlW1MQsPWJPk4Yn03uIkFLPh02I282KURTDzVnapYBn1sHFmGo9WC47BTbDarTGZm84pAd+CS59Kduc8vrma5oTKmApAKpqgao7yvuKl8f7jPToeO4nGrDo8wWR86mpM0WjpcNzoTU7Lc8a4VbXOx9bPcsCUfz5LMqa3mQdoaXKmHUYrxFJgEaoMpcSpFy3fxeHzf4Lv7j8QcY4oKsGbYVQYU4pWAf06B8ClcplatVm9qbTuUzdgXtnKSUY2nCtVv3k13mR30CkAcUa7RXVq98435GySWKrzjxaAnzKmiacSvnnHYKsCk6vwN9q4Z49oruY018U3ZEWsWDouBpOC8fkCLte/KbOxMEty5p2vODtH/b1mp3NTrEc7Mvk0czW0+zIpQN3oyPdt6rzNsy5uOJ5PX9ONjvm4Damr0Sf/lwD81d17OfeCn+B7/PMUbjavqqVDE2W5DpsuW/OnXAhZtz3GybhvDCa9Jj+UTajojU1St4YBz4886WV80LO+ilu9h+ALd0S8xwwaiEplVB3JQvQQxylBNyURS8EvQkgGc9FqxyUKBIkM1JqgjAIBju+IJYYnwdNCBbhIdGHS0q9UdaZ2nqYaaVJ3sEBA8zpmRpZJdSxDECtRmWMtlnB9opmH7qOM25Lkxe2vM6wmFhWwVFVP6l+1neSGx5R85i5XlrPMz+Dvn/sD3v6Cc1zoRxgGZKgwGxUvsE4rrHZIxolG1xy7EYa1o1s4hmbqnOWCAKgQwgPDGW75gf9OPNhHqoos4RkqW4KqubrWVsBfqrixrGtZXetGXdmiApfmYi6cWBEcqcspKbA7rZxXBvmjfD2bAzeafsLkRVSZSd4WdM3P3JFACu5ycp94UuI9MhjMYDBp7J5+9tf/K2U5zoWyHEwOM9jiJmhwnxECQ7BqGhhieUl+k9SBlzh5PxVp5fS1GdO82liGqOpbvkoBduIC9MYmCXDPwg6cdSccWK32tzKU5xUEhhh50fJ+li/4Sb53eBrhBKQfiKu18u+cmySRjZkEFCqnECNn9JUms/HKWchdwJC4GHruEUQ/lww7NrNg/VQxSkwqNOXEdvaq07VlmfO5dCzpOXvRZ+7/tEX71PgqAyrvUWb73/z767hD6Q1E5m+k+///zLEdf/0Zm957wzEvkr03HO8D3iOPmUQjH9ua/2ar+vvo/yn3jq//2+u61jcIkLbgPLPvY5CkJuPxQYOkmDboTDDMvgBZLhHSxiazSWl1AZeQ5EODTQt5Ik4CJkYkmqTVT6q8Q6gEaoMvG+60qQcnU1JhTyUYbuIWxFlQPxXPtwf/dZvz7L5nz4ocyH/Lwx/Dm54P0ng1eDK5S2CZq32VICFHbZFCBr8OxjYL6KUE8/p10SifqWNcNwRk6sjYeQV4C5Z0/f8r53HqkLS/ynXjYvuP5yaTmUg/VU/H4mQ/dYUUspL5EAWqdDpJm+dpmUD/aEfmTpwOLMorV6kk4YPtFsE/wxCv61plImrpxFE6UsZHjBfljJeOh56HBK3MzjkjjwYhyW36rN4GKKFfbIL/2DRnEkE9KQSZUaDz6baY8hzV5CsFRB6kogxArbiTuoezBy0kLxdKp8DXWZ2NIv1J1qJ3AeMC1gXaemCnHtitO/brTQkwajNy4Nbs2g17ZpOc69fsSE+bq+pRXewnYvNsgBaCf/IwyVA1o0lVCIkAH26Q+KXuYQxMDu3elC5XJn4O0dAFxyrUVGFMnRZVxWpEu7KrsSb2K6QfwPXamXXp1aqniQQl5XMkSBDGAykqV60dOVOtWJqeVgb2TE8rurZLXSN1XeZo9gLKfIC50la5vnkAmLs6KU/I1WWBrUQvH9mNew4FWcd+mnuz6vjcmCzL6xavnXngeaOgLk5E8NO/2lZ8C6WgU2FwxiPWgbke6hlzsSYHktOwLqpDyhURRoJKFxvluHUmUjlP721RQ2pMzSo0HIUFrVdFwW953Mvwbxe++jmfRPZPme5NVHhvl+a1aJcpJ7YyJqlyr3NdrJKOjVGj1XVfIcAYVZGpD47hVEk+F7X2zDUOjNCKpRLLi5ZXedH9r+YzX/AZhEcuqc/EzpK4tyxKedIPSd0RorXI0KlyFrofxKbCHywYdiuQaY9SDmTqZthpTM0lzsseYSJSe4UdO49zKYG0yvnKvi3zxLYyynHMc0v5QWNZaysxfPJn/S3u/KM/hMzNMTdeB8wY0p6p55/9VQtSI49Hpq9PJ8C5dmXm+5ZMkPXT/k9ZpU25s+8//rwej5lEw0qgsrG0HLP+9NL0W9K2uRqoleEZjGK+SWc5zrwIzlyMt7C1Nzi2JuYNAvJJb1phBioJ6VklmMw1GXSSBhgYeV59kf9yz3/ls5//6YTLV6YEY57likzreSWTpOOMAGk8KXiTYiqkJOekCJSViVLVIm+G0aJQj1SFlaT5b5PqxE7ds3ADS9ezV3XsuI6FHbbue2v6Im0L8LfOvZxv/71P5JEXqRQpo5JEGUY1evJh5hrNDHrCBAN6tOPU/Y5RGBJsTathUwtaq5Jx9jxSlSjG65/vrL2en235NydwMw+NKKe+z9K28+rpDG42eWdsJ8rzBPSGl2tMapNry1xOJRxxXs2dJWdbMXsKlnMiCWzhxHMlMyfGoIG9+r8o+XeIgU2spoQ4zEqi4fr7mYOe+Xnk05gnZjnQHZNLceddgemVjS1BDHKQayTi6fjnH/eT/B///tN40t+8B6pBu4EhEkNNMGbKkKLKPErQJCL7SpTOXwqEYhXLs5Wcu0Up/CVm/2cryRCdPwhTkmEDVTViRJ995x3X+lYLA1DM6TTJTMpps7HQCOwZx19/wV/j7MXXIIvFxHVKfirZpCtX2YNTKFFIOO1MBI0OxLLNNTtV0TNmGqdZpnsMljHaYqCm3JFUVU7naSTq2po8VqTX31sfsUcdEiPVbbtEK1RHA+7hazz/Z+7mkWGnzI13rc/yluObMRLZrzb8yquewzP+8VsxZ1uFTNUVYVkz7tb4xkzjK8+9GRx0zgcpwZ/N/hmh8EJqoxyNLDldiSdgUnA/FlnnF/39l3D43x9Q1TfnSiUmJ/sFRhPzGE8DJ9/eOZzx1JHFGIZgy9qZycGrUHNh3J8p03UcDS2hO8FUlXYQMswW5cUAiDeERogyqU+N6b6EJiq0rInlvjjn2V9uOGzX7NcbDJExBfg3uWvcUT3CodmwJyMP+QX/6oFPgGaW6MSIXSlHKtQTNFmdtCOZD5mTWwJINARf0zeesfXUzUi73BSxkdYO3FSfcNfiAgd2xaFd0aZEtJWBK6FOZn4Rj3qP7JmeH3vFT/ERP/h1PPFnLxHe8FbkotN5s7NU8vTOApxlOLOYFsLEuYlW6A9rxoUUERUgiSskL6dK8IYJBjqHHpHWiiELWggiI4t6YFENZQ+tjWfHqQBEY3ScZXXETahUCCFqVzN7U/ziT/8wz/63X8kT//kf6ed4T8KdgZVSvPOVITRGiezpGnStm3E1DVvFyC1DR8hI5uJRtRY17HRG4YZdcEk6fg5JHthEyxBH7PsAsfn9x3t+PGYSDVXnmAi+p49MCM+HxtGSgivJ2CuKXOgNArStzaAkIbPXPAlRXMVE6EuQjxzw9omj0YShyIVmx9UhWjY4qhjw4pOjZtadS9CpEFXyNlWKTYwEHA7wPiKjKaY8oSwmyfE7uYAWDf0cZEa2zJOmyl8EpwRwY7USUzuFeeQjk3RzwJ5JYOEGWcEPXvxoLnzkVczuLiRljFg5VWtxaQMUue5+54p4xtEXd+kMCb5BwDw/TpOaM/QmB809Zoo9DdpWd2nDdFZx71YKfKYYHuXPitO4AK5PlLbOT89lUpVJjvZMEInc1Zh3Crbuppk2wxwYxpxsRApUCa4fv1MrfTZXcl4QJgGDG3USTBZWkFDwt0P0pbuQpEnKJl0Uj3wk+syz0Qqq8VphFztt0MZIwbdHr13BUCBUOo9gMjE7zbXZREsXR/7w5EmIwDt/9C6e+OKHpsTHh0JUNYM+oCCqvmR7fVgyKtzJOCGMCX01JDhOBb7RxDHUsTzjaCA0IT37WTDpUtXUJbhUrbK2jfPUyZhPK4KhFEosEzcg83QgSxyrUZ8naoKZBQHyvc+V5JzskQKG8vD1XJXMup1UXZfTJgW9cbA457ckV7PU8LFXo8ASECXOzGCv8Sk3vZZ/8qOfTN2MPOEf9rz9c84TXOTJ33k30rZQVzQPChKCSuFWjpd/xfOp77vEuz7rcaweF3j6t71N4S4iXFrs88zqPtjdAWMIB0vtZOR1w0lJ1qKojO+4lMLNUKUpCKl4goulem5tKGtabVXpamF69uymeAHpaywwxqt3WQ5eW8O14+0KvrAN/5yvC7NCVczrwvyWe1Vbs4mIPXjL8djQ2JHa1FrljkMipfdFRVE7GnaC1+YjLWpTh1iKeaZ2GNStPgyqfiXBMKbaQA9cjlLW9DPNqiT4R2FBiIZbrefT/uRvIj92E4c/9zoQ4U3f8XjO/3rDTb9zL3HZEs60aV7Esl+aQZBG1a/GVp/JuBOJS4/UnqoZqWudIwC9V5dsGRoeBLrgOFufcFN1xNL07Jk159xxmSd3uCt814OfwB//2AcV2XYX4C1fdEh15zPxXthZ9Jz/5w3Vuy7qFIgRuxkJtU1mg1ZJ1GbyydiCHG0lEpS5Fuo4dTmqNNZMRFzUfTRxs0ZvWA8VPigksUnXmnmlS9GCXWsG9u2GQ7NKHhqeVgKVWJ71o1/Bk371eDoP51ReWJICo8vcwtl+lYdH4aNN519glBlCmX+c45p0GOE637LTR967lM8nuEevmb33HPFPqST/rzjeD5167zlyEOnMDH8vGXIyKU7VTBCUR3mj6cHGWFSntirC82M2aUvsFkQx31ZKRXYbiiJKrHOmyNXNj02skhGWBnBDDPzAq36az3np13HwC68rAYRYA+K0arFFpM54Ug3gyAlVUJUfgEAkWYoWLgaSFsh6glLlBRLSopMrY7MAOb8ypCC3exszsDRd2ZzrgiufNkQ9maht6sFr27qeoqLCzcht6OJaPlVg8jXLmAjbNqpikZ24DdnrY+4MfiOIkt4bNeGK3qt6z+zIjuBbi/VsXJRKN/PKUO5mMOtmxJJszBfprEaWk88humR6lAUMDI0ZJ2yxtbqpnPLRKHjr7FmRE+FyHTeuos7hUxnup49o+/0zr0UDMK9wMyAOI7HrIfGJIihMprbkjHCOB77u/qmUEjIIoFBDbyKjtYRaq+Fbfg4zmAFQSOGWyBed+W98+fNfjgH+TvdJ6R5VpaAQ3HRNmgxl5RiV3ER0HvgWxYzvaJIRKk3A/a52HsULJGdl8RqUhDYoVMqgxM8UXFT1qJr5zjMmkntV98kcbkzmcIFz1QkHbsWO6ViaTnlOTLKRrUAXA//m936Cz//ml3LuF940iSo4S1hUhMYSklkfQXHkeS5JEOyQKsplPsUS+MYmTMGRifjRsNlUJclQozFTqtuVeJZWClTiruoSFZGPXLyD3/jI7+WSr7j2iw132GP+2mu/hHiyIp6swBjM2TPqVdA2DDctqf/kHbzjy55B+0jktt9fw96Ocg0Wi+S87Qi7C8KyYlwkwmuGd6Zxb8bIuFBVoFKpLQUJ1COk9djFOJmngbrQe8vGV+y4nkkuXe99LpwsJXJgGu78sXcQT06gaUAEGT0xzKKzWRFHIkXhLP9OAzqZusuDQRot5rikmte4EScTGXoT1KcgJE7MJg6cBM833vLrPPDmJf/Xh378bD6ndT7NLdOHqXtAGhsRTZqTlPm4E4j1tO4DtG5k4Qau9S0X1ru8MdxK40becngLf9Je4Cuf/Nt8zxf+RcJPrLGHhzz921dIPCHu7+B3aoZdR7evXk0YLSgsLnt8bWeJj2A78MYQXcAPlk1Qh/IzeysOmg379Ya91DU/8TUnY0MXHAduTWd17h/aFXfVDzNEw5fd/Dtsvub3eUp1jS/7yM8lXLjI2//Bc/mvL/h+Lnjhaz/pb8JwRNzfUfGEANKPiDNEnwwaI4w7FkSTMxm0eOIrod8Vhl1NZEtnSmb/zpWZUnczBuXXeB8ZjGXZ9DRupHEjS9cX/6/c0VCYpEnd2pBMU/WZdjHwpJ89Rl5zN7Jo1RE8d9WcSbEBpSsTzZRETEiNqSC13aGPM9EIwbhQEBohTPvDnP8IE5x1Xtj1CK3E94WY+f3H/4vjMZVo5KLePJj809SO7hnXmtHPCXywHbSnynBud89JVVuVbNIc9RQzpLzp5UQjHyrXmQh9UTkaK9+koE1bwHPCF8AtdqGTPszKDMNkyqP3IJHRnFEscHaCnZ3j1mWGadFBtEpbkoy5Kktyzi1V+ekWFLUkbfl2LGw/qSOlDoePKj0KGm87EzRByt0Zo5KKKjN8+hynpHAruM/PIk7xhcKrUvVYpmB+Ohcp9zuTKLNcYlYj2zPCQuqU2Bi0/50Su61Xfr56fhPvhVkiND+57WcwFwjInYxJLW1KkCsZCxl0fhR/jxi3ZY9hko9MXZeSDM/vWe7CJW4BedwKW9hhZ8JWsjEEdbQ/kgU7oWdpOvqoIG8rYfLSyIe1qvAikgzMNNnVYDedS1JvCaCqUzKTg6ymzWrwlt4HuuTjcDzWW5wbI7EE5pUEluLZExVWiDEqIdlOdEQHqigzqHtxcEnSNhFA1V9GK//R6XnaDZhOz786TnKdScoym83lCqbUAVNrSBCCXlcIhm5Qr4b95Yadui/Y7NZOfhGgsrGWwNJ0LEXN8bJogRXhjGn54o/+DM5eeB20zXTPjUFGdaoWidg+Muy6LV8HCdswojRw9N47MGtLqAPUGly7RpUjxtHSiTo379UdZ5oVh9WKpVV45H39Oe5sLvLH3e3smE55GrGhlYG7qkt8xr/4em774dciB/twsKfdwqvHJSCu/8c7kbrmzn97t8IqxSBtw/iUx2FWPebSEdL1mMrhd2uFrIiOdV8nA7JKCnY+jzO3gcFBbEmS3To3YxBMpbCpphpZVgOHzRpnPJ13XBmWNGbkLMfFkf3Q9NSiqlO50ywpwYvWIINXz4IqTM72de4spy5yXudm1f1AOrfRMI6GpqIoEYVocBJYJAUyI4E+Oq74ZTJ79dTSc6tdJXd0iwyjJvt1pedjPH7pkupQCjpzUSqvg6NQXzGMO5HQaqFsiNpNCFFo7ch+vaG1aih34NZsouPSuMuXPem/cvjmFf/2BR+GOVkT9pf4nZrQWEwfsL1gh2nfHBaG/iD5NhVeYCrK9IoqsNXAsu3xwXBls+Bq13LQbLh5cYSVyNpXnJ3tOUYiS9Nx3nTsGOEoDNzvLRd9xff9/n/ikq+A3+X/fOgv8pa/1GJ2rkJT6/pQtQznFyoUESKm80jvkbQeSDCMC4Ul+2qSry6FJaGMN+MF73LVKY23tJWJTfKwNrCoB6pUHFW1Kcue61KndlpLd0zHJlYQlBi/l+Sdl6JjzlRO4Wp6E0iDMs11va8qfCEF/pldzOMMYk3qzBK1cKey8YCLhMEidizS085O3Yxi3Je6y10y66sS1OtQVqmx9v5M48/j8ZhJNFStRa4LyDSAHMsrk5KGGHnJB7yIdnydVqPCqUDNmlIJysd2kKZVgBL8xnknhPJv9KaQQeeY9yloc4r/NZJk+mqG2JeqhUfYxEAVBx7+Kx1u8xx2f/0NGmRmiMocDw+YURcuLwYyBMVsd2b0gqZkI8zykVLJyNUYiVuV+BzAN25Muv+p2pcWmXzfJ4lWz46MNAKtWK0+x0AcRnCpOh+TmVGRkiUF7GmxzHK2udUrUxemPLl8bZlfECYJvsKFYCI3WyJ1Or+aVJlHeMbv/i2e+JZNIg/7or+ui7TRKnHxJJgCt3yOpa0+w4jHmVmfkj2nZENkcrHPsISMzc+J2lDOOZHBK1d4GUWiuYzTuNXNSB95fXJ8es1PyfRctjDfuzGdQ07SIPNcAiGN0ZPQTF2gkAjY3issJj+fUyTYDFXKBMrpGpiUjwRCIiP3o8Uapwmur9hP7tT58NFwwe9xzpxQmcBJTsq9J/ao0kw1LYsyBkS0kgpK1rUuTn4DRu+nGSSJLCQIjkyQo+BiIYdHE9X2XoQYLD5VqOt2SJBD7WjkBHjwlsZOrtsuGVxmg7jWDAWCmBMoA1zwhhf81t/mmZv7lRDt3ASvjFGD3TQ2ht1kIFcgH1KConnSaQaFl8ionU2JQhwNphmIUNzRI+rSfjLUnGtOuNjvcuIbDt2Km+trnISGVlRJz6LrwHl7xKGB7mOOeOfBc0qCc9eP3EfsBy5/7BN45NnCk//x25Hbb1XTsQz7qivMZgRjGG8/W7x2YvIG8O3U0TCjwnB8k/wzrBqWhhrGRUw8mzTwe4O0Y7plOtZbN1BbXdf2qw2HbsWBW2EkMkTHKjTsyMgjo+Ov/+aLeebmnu05VFeERVWKPFmdyAxRCbjJqyWvY3mcZ7f4DFHNY6MbnaoRRc/JWNOYkd1kmlfLyHl3DVCjxE3UNewdL/lAnvQf74OuLw7dIVW3ZYw472ENtjZ0Zyy+nvaFaKA/DMovMhHZGNwjjivvPM9Ddxxw661XONOuCVF48v4D3NlcTPK2OoHe0d/E27/yGbQX4eBtA+3Da0w34ozB9hX9vmNsDeNCOLldWD1hxO4N+BOHveqwXVqkjBBGwwj0tad2HTt1z1849y4q8bx7c8CJr1nYgWujwrL27IbHVZc4NCse8gvaMPKvHnwhr/rNZ/FLX/gdtCJ85u+9mMf9fMXeb70Jc3ZfTe0A6Qfk4lWaS9rdGA9aQm3xexWhNiWBzetnFjEAMBl6iD7LcTfq2KvSupDHW4JTCpQ9dPTaEbAS2K06lq4vsKl5LJOTjD23ZkcGdkxgKY6F1KRKhnIzqqqYy8oYihy7b21yNJ/2TUlFHnLRh+k6Jk4kZc0WE4lJGCLDKPM5jsEwGEODlEQ4CxfUqRu3iQbeF+RtQ5jdkPeC432A1/KYSTRyRyMTwbPkKmwTbBXuoQ7QKg+ri5qkoC0nHBK1xXkdJCatg8VlNTUY5PTYjFBYblB00a3R1vxolVC5ZWZzijegiYellRFP5E0f94M8rf8ynv6LfZLns8pxALZ8cALJ/TjMNjchpE2vLDS5qpmD+q1rjSnQn5INI6o1X1mV5Mw4beO1mrGwg5Lwk/Z/KwOt6ZOjqdBFWEWvgaok1ZiqKuooes9DSuIogXCUbXgXMQVFDqinTkI51/RfM4k4dy1q44s/QWtUf/1aWCjsw3RYIo1UPO0fXCI8fBGpKzBKaFT38oTBzotwhmScIoSU+5kDu9zVmOWDIlA5P0G6TChqPl1wLK2UIG3HdCxlJD1pxmiIQ6d6+QUTLls43HwTjI+6bsZpk9S/n4/T2ddMHbjiZB9Ow6b0D09Cw1IaJQJHr/c5X5xJzzREGNTx3TiVrJTUBTIevCWZm6WM8RTEK3MEohX63mJMKOdWJwveIVpWoYYRVqHmifXFAi347kc+ij/53KcQh3fpT9Yb4jgiXQ97O8S9NnV+JiUZ20VsF/GtCgkU/4XkXg2pu+G1I5Sr0n6RIEdmdk+B2FlGp/AclxRmFm6gDzZBDvU+V+l6GjNwYNe00mMlbikNAVQCF8YdnvYlryMul1rBHEcNMpLyUTSmuILnANKMcbaGKVxFDcUoQbntpqBT4ZUQeku11ETJGIVuZYjRQ+s9hXukde7quMS6yIqapek5tCeAQice8cJvPf/7+PzDL6D9uiX4yAt/8XU8sb7I1/3cU3jKP/hD5PCA2FTIakNsauKi1nkHyPEas2zwO00JnIYdDQKzbKvxEduradrkB4Ri/1MBRYLAIMQdTfCc8yzqgZ26L4TcEIW1r6hNzU0cc84ec2hPOGtX7BnPHp5v++ifwbwq8D0v/evsvuLtqXvgCI0jNBZf63Nz69QprqSsx9FBrKY1zQyCRIMHQh1oF56mGgqHx0jk2tCWhB/gVncVHw0322OWZqRKg+7X/va386Uv+zLMPfeqLHpTY8aAd9rhygpwUcD2pihzZauW+rItibdvYNgLDOdH9s6saJKfxRgsr7h4Fz/20Idx7vCYF9zyDj7x4E940c7dtJ/70/ynL3gh5mjD+klnuPqkCgnQXI24LuC6gERDexEkOLqzFvY9/uyAHxJ8KQiMAseOk9iy23bctrzGw90enXdl7nTezbrBviiTDdFgJPJNt/0K4X/7Va6Emk30vOYvfy/P5ct55isSZ2QYiXVFXCYzj7z/jwGpzLQPpTU+u37nfdS32hXwNaWzGXMQP+jaEGqSf0bEuIh1KmttRNW8srHdmPy1qtTRWJqe1gxFhn3ProufzpD20t0Ml0wwWn2ASe45Q6pzBz7kuT+tY6CxTpgrFaYFuBRRg34Tg5QEKSb4ZOY0Zbnr7G00BEdl11tKbR0W876QaLz/eI+Px1aiUb7WSuvcQ8Ny2k9DCoYcUJlQ/c/TxJu3E7djyRIsZeztVnG4RJblv29BZUTiFrYxa5I3oiTQyYRJ/2YThSp4WhtS61UD9SIhmPTSGUSdgAuXQZK0ZZLqnGGDs5lfwZVGbfeG6gatzUohL3kBOq2k5UxImt+hYOVDFFUlCjU+kdeWAo2YtFhWxHGE0SEuQC2TSo6bgmLlleRzowT55etEamTUVnCUUBSdrJ2EAfL9ziRnQ0z8kb4shn1U/f+sQY+YKaEzM5OnOHvl+2mmV/6bOflTk4+pK2RtuKG/SjaZzHr5GfMeEDJbxJD4OVn/fa6Qcvq8ZglFgcrdsJuR30ImQvgM8qf3bzspzodH6KPhhct38Nfvfzef+ZF/jXh0PFWkjVEOjo+YIRCchVY/U1WPJAXCKWkcgIai51/022M277OMlSkqJ3O43hAtJ6HhbOKsfPW5l3P0a7/PVz/vU4mbTjsuAHVdOkJmDJBgZhIE23nGpd0yYzS9BuRmTMUFo0Zd404sc0hGJSNLJ1oRrkKRs5Ryb5MKWt8U3Ps8UF9Y7WCsQg0G9mXNWXuMlUArAxWheADJYqHrlqsmzk4aB+khpc5n+rHIhM/O+WkKPsoYyIFFIbNHMBHvFc7jHGACpPkE0NqREIUr45LbmytcGndY2o5VqLEE7qgeYScRqAfgPz79x7G/oI2fs6bmL33TS3jay94EZw+RRQvXTrQI1PXI6Al7C0JtkTO7StJ1aV1L/gUSBZ9gSbYXUoFbhQYck/9gnYonubs4M8fTuacdxD5Y2iQxPAV2llaGIivcCnzE4l5e/OGfw+7qLeoiXWlnNsNuogg+qV9l00DFy1MkZeNSkjFqVF5Po12jvnN6z70+0x3Xs1t17FUbdm3HECzv7G+ialQN6zxH3GJ7VlH4e8/6ROLxGwjWKjXMCNG3+OUuoc5iG5qUuXWgvSL0O0AUxiWERse08YIZoXnEsHGWk+OW87sn7Ncbem85HmpiFB66/wyXzjzMU6tHuHs4x0991Achq7cj588RasPxE6G6poRzt9G9aWz1nvcHkfGmQQdkZ7EnBjOIdp9aj9kZOdxfcfvuVUIUrvYtq7Gm847Gjty8OGLHddxWX+Gu5iFaGXhw3GPApqRjw57o3vT1H/s5xNWGZ9r7iT7ApqOIqhgDlSMsW/xBO7loo2OsOvKERAYfW1H+T+p6EpXbFYdUeGgj4zKW8VY67aMoxyt12hdNT+tGhfkStdAUVTJ6EXusJNhk4mjNuZwGOAqRv/lBH4vt36yLZO5oDCO0M65GWgtzB0NK95W0d8nWGiCjQB1ni4T+Z8lczTghBU5LoG/7fWTPJeEk1rTy/iTjz+th/uw/+fNxnHbMzI6aBTK1VfKfGd2kSoCcqkoXmdA0CR81QJsfkdJOnYJR/T6mIDerS+RDFxdbEg41Q3LJfCwrIQk2Y4K9KOSoQELCFFiQYFMZQZHUm8p6Eedu20wLYD59k5Kt2Xlj9MLnfmB5kcmV+OmeT1yCTM7PQXzuKlRFIkohK2Injkk2drrutt5A2WmrYpwrNOm8Y2oj5PPMIgGT/r+liw6PKZKcrQwaCMXAW//uHcRnPTndNO184ex1pPv55+fkbUvdh1PVeYPicxMEJVeGchJkiEoClHmAo0pKAHWSZN6CB57y0LjuOC3He3oMy+wVKSpPNzryJrgKNR5JsKnUhUOrsT51f4ApCR6mDWYOPcjVZ1OkZSmQGtNpwC6jEJOAgU2ysEYUVnJhs8vaVxPnJpqyma1Cw1Gs+K31nXzi734lP/3aX+Huf/pB9M9/hmKZc1DuFWZkTwbqqz1mCIyL7MOgz8/0UJ1E6iMNbkMN446eqxkkXYNu0OKFWEdilcjgUZWzzEzRCCbFrHxUxrNjFX+fFdvysYkVlsih6dkzgUqEO9w13vL9T8Hs7kA/JIy5Vq9jZdVoDJAh4FYeM0ZCJYyNvoLT5226xDtJHiC+jhNh1KeqbG/muWxZy8ZgWI8VG+8wEqnNyMVhl2tjy8o3ZGNHFbcIXAk1D/qGS8ExAK0Iz/39L2X3gV7fe7UmHp/ouHGWuGyJiwZZ99ijjUJZGnVoHpeWYS8Z+K0C1UqfzZDIueNCEw8JmhyCBoHRaGWZxmOWE2RtnvTXxnNYrTms1uym0n4lPq3NupP80slT+Nt3fjRv/Ke30n/wk/T9Rz8pPFlT5pXCqJhgn2keFJ7SHLaS7i9pfVAZUa3gz8dNY0Z8NDw4HhRH7CGqmeHd3/003J13TGpkIRKtxR73VNd6lRHe+BTwp46Q0zG8eAgW7xbcWvBtZH3bSPfMNRwMhGsVb3/TbbzqDU/mzRdv5pNvfz3LP1zwCc/5Hzxj5yG++b5P5Z/e80ns/hys/vIH0j/hJuorA0/6uRPu/NkLXPzIgfVZi2+E1c3C5pxQXxEWb6thY7F7KvYw7HtVnmo9xmhR7mq/4MJml6v9ghiFg3rDTe0Jh9Wafbdh5Rvu3tzO67vHcxQW7EhfFLke8Hv81V/6Kt7wzbfwpn9xB+/+9Ltg0DEnyzatB7mikJ6Pkem5pWcTnDAsTFkb5vyyaCZ4Xqg1DjCDlK4GJmIWI8bGgnjuR8tmTGPYelo7sON6JYFLTJ3ahiEqvHonCas0aW84MMIvveF3GT/k6WQn8NQqZ+vIoja5C1+KeNPeWdAC6VrFM8UuZnuzzVvOPOGYH5nTl+XZs9GmR/7U8Om95pgu8L3n9V5+PGYSjUxIaoyfBbtT4FvcqUuHQyv+pSI8CyALFCawxd0AtqqDGeoxryCXP8t495ATjfSWEYVjxKkiOCe0rkLNJlRF3UTx2cImRq2264URfUgdgVE3uCxvmjkNCaMpZeNjqmh6VIXCTIHddiU+nXM2GJtfl6DqObOWaeadGImFl6EGfbPqBlKUibbvp6RkTzs04iMyTpWUwteAKUnKp5p/HmeVWRsxpzgxw6z6mjkQmbiWZY9zxysAb/ib38uFD9nX8ZFUneI80srPep6o5aBiC1Kl5zttVrG8RUmCjEJp6jRu514VrShsakd0U+xjVKljoJgypQpq6R7kZyn5Wcbr8bfpXpoMVzp1ZIO2OYdE76P6JgzRlkBYvTRUUnaVLzTDECFJyQ76XCMlkTSjdqp0Q6Ocu/5OtqGI+a28MAyOfrRl3DVmpA+OY99w7BuGaEtxwRJ5Vv0A3/GCn6aLI4//7UD7hvt0rniPHK0wq05hJE5lILNhX7UKuE0s88Q3pCqwJh62o2zIZeP2FFM/TJxekjgms8S3cQm2k51/003IeG2tYk4J2tJkMriuXbdYx3/48B8i7i63OxlWieAkuBFW8LUhVHpdrlNyOJEkw6ndQfFQnWhHwHgNLqJL/iBR8CeuVGJFIst6QCRy0tdc7Rdc7hccDS2VeM5VJ1wbWy4Ouxz7liE6LvmW8wmeeCW0XPA1FuEpX/sIzR+9DYDhQ57KV7/y90rAFK2qZw037+n9HXzhpilsSqFI6gnABFd0E9RS4S0Kmwp1KFLD9IbohaYd2Gl79tsNe1VHQDgemuIPctadcGd9kUN7wiW/y0msJl8bMTzj6+6lfs09xM1GK8lokjHuuOLpYbswrVFQeD6mT2N/vva6qFC7Xu+3wlSVMxIQrvQLLvU72i2SUILPo9DygF+yiYYf+ZgfIhzslOJZXK8xRye6H3S+3Mco4NYB20cd030s87K9GLErwa4N8lCDXNIOW6wC9X7HbQfX+Mm3PY+jD+r4jbufwS8+8Cxe99DtyHef5+QLd3nuP/4jvvFHfpRz/+yd3P+xu7z9s89z0ysqqnVkWEwLUaj1+VSXLby7wR+O0AZMO+KaEWMDm3XNvRfOcNSpxO+ZdsWZZkVlPGtfc+BW3F5f5vbqMvtmTWt6roWWK2HJtdhw3p7wgy/6IT7gm+/jaV/yOrozwm2/4qHr0vPQpDbsLYhpLtkuEfqN4FthXBqI6rdjBkphZFxOXK2MCiDo3pkJ7hlKGb1Bihv41NGuZ4IqCzsUREbuYMzXM5WJNViBVYx80sd8Bu6P31ruZza/zfDJAuNKe2csPi9MBYU4FcTmCYfcILaZx7zzjvckbpPOOWX3KtuvRaC5Wtb7jz9fx2MGOpXjmkykupHiVE0oEquABhxhFrilSShRCY+luiGnKurkjsd2y3H63Sx+20o28qSM25hGY2hmlQGPSR0NBzJXcVJnUXvmkHCyItnZUiBUPjIRw6dOxryDUXCXzBef/HdJdaeOWwS2KCgPRRIkycQtFSdnJpPE7E+xiRUt2inYFyWx9jHSMTJEq1CP5ApOgn2JUZK1b1IlLmpCZMasYU5ZtLPnAkUlK11jr462pvU4p1wSI7H4L4SE3W2NVs/Ut8ThEQywFMsnf8oXcss9r6dIHYtM3Yy8ecuMZD9LKqYBGUviodCpeJ20bRkPTIlxdapFno9tdSWFdZ1qM219dDnidhKZ/51zjqaEWcALUlMM2sZkGLbxFUs3qM+H+AJRAlVEqQm0kpLhrieu1rCIihGvE3cgRGyXMN5ZkjTfqqB6+jFJbGr3MJ3cYIi1TPORaQ6tfYVLmPohBYebUDEY5ThZGXlG/RCVGEwXNTnP9yvdM/EevAFHIu1GgrNFjnRO4C23OZH/Qz3dbFWFm93noBU84wJiZl0soBsdu3VXxmNjRxa2L0T7ITqWKJdo32zSOB0ZxNMCr+1rvvWZH47IA2o6lsdCjMTapesKRCac+dxIuXRn82sOE50pUWUOStxRBaUYddx2g2PwlsPlmoUbCl/mxDc81O1xW3uNm6pjbnLXsBJ42O9xz3Azt7or3G6POG8ju6blv7zq51iFgef98kt45tfdzXd99F+GRQUxYo5O4MTA4S7jmSV+4TTZG4IS1q3K15YKM2A32rmJVpNDdWhP3aYxVVTrgN31GOsTPMmwGbUrc649Yc91OPEJtup4xO+yYzputVdZmoEqFSfcLeeJ6zU0jXLNKpcgXQHb+ZTgGcJMWAB03TIywT9LLOeF2BmkCbPKt3bBT8YaZ3wS3/AlEPXRsIoN0CWFushT3THdLTu092u3Cx/AB8zRGn+gMq5RhGo1MraW+lpAdg39jq5nttfkurkMZjB0Z3U/qC5b2otCcBVvu2XJzc+8wOKWgYcv7nPld29l/52Ba080/NV/9iecdce8+NVfgPsfu9Rrnds77x5pL6w5etIOV59qSlGmTrAq3wj+LLhWE4yxt6p0ZCK333qZmxYn1HZkNdY8stnBEPngs/cphzEarsUFx77FjAd8UHsvd7hrHBod2jtyle971U/zeV/3ddz5vf+DB39kF9m1xNUGsUYT9soSlhXRiXY6xwT1rK0qz9lp7hSOIIm7lZ/vHIoocUvaHKOLbkEE2Bk3L1rG6BmCpU5FiFy0y0XHEtukn3QRwjvvV3W5tlFeXJn3+pnFsDPP51ncEmVaYq9DCMziGgminE3m2812NyMXREMU7WIER0jPBWDAlsLe+48/f8djq6Mxg05lKFV9yvAM9KZUMoPs5GMWRM7eWH91OpHIHY2t4DL9m9vhUSd03jCycV+Igsu67FHog6MLVQmULKrg1EfLSawJSCECv/Hjf4C/+BtvhWHI0X+pbotPFb90LlvdjRwAXde9mFcz4gRBKn+vUWk2Ts/Xke+3M1MlYwxm1h1Iyiko/KsiJg8N5WjEGCFse1TMjxt0ZK+HrmVs/DxgAuVCzHPJVIWd1LGkBHS5WpR9KoYYePtf2yc89Y6pFZ2C0mLWlxxVt0+OLV+P+UnH5Ao9X8GNxLKhBKR0MSrx7NkNlqAmgkmGFybo1Bhscn9FfQWS6lQ2xzvNH9kKKGfdg1LNmmPy832bmfYNfopQh2i24Eo5oVd1NFHo2Xfdou38ELXjliq9ktW7ZIJLqQEjhZyqHIiyK07jIalOFS6+xEIK7dOOv7R9MhB0nISGa6Glx3DWeDbRc+8LLcOznkAcR8Vo1xrQSoZPdanSe0ptzoxaxZxOhqkzmFSxykorKTj3ae6l4MLOumygsMMsc10ZvyXPmZXyMr+oj5Ya/ZsKXbvucive8kMfgDl/kypO5bE6asUamzhPuYPUR4wnSfYqP8t2GlRmzomv9drsJkE+ovIHYq3Jnu8sfjSlq1G7kVVfcTLUjNHgzDSf174qndlKRq74pQ5XIrUEWrF0ceC+MbGOq6CFB+eI146IxyvtXOwt8DsV0QjVlQ22C4TK0B84xlYNF6uTgE0cmn5fJYkJGgyaZLLodxOhPAiMhuCFulY/kxzMg4qJHFarApXKEsPZ8Twfd1SP8I4vvgvZ2SkdMmJMnh7p2XsdW8TEH0sJnETtjElEjQPzGhZEXxIx1hcuXzc4ugSxyYIbHkMXHVfTfa1Tcc1HYQB+9oe/m3d82dP1ZK1RsQDvMf2I6UY1pbMmBc0Bt1b4mfGwOStFicr2mgi4E72P6/ORYU9V2G7bucZXPvm3efwtlxk/+JgH/6JnXMJPf+sn8K2/8plqtPnsI64+u8d00B1aNucXrG6xDLcM+F3t9Ax7kc35wOa2kd0zK/xo6I9roje4duTw7DFP2LtMHyzHQ0OflNo+9Nw7OetOuOoX3Nef5eFhn0o8H718M4dmzVGouHesuG903GQtL/zRl7L/hivEvidcvUY8PkZ2FsSDPWhUdMBdXmE6T6gtw67Dt1aLIGm9Ck5SAssUD0zkuVPdbFFkg0SFTrlwXYDeOPXOyYntGA2WwJ7d0CQiuBbvkoKbeOoU5xhdMNLcTwuQ9wUynYumpTpiNDnPyUWernNuYYkHhClJAoVsp3hA33oqNm4lHAmeHJj9LCXE7ysdjRjCe93rvf14zCQaTlKlZ4Z9tqjhjsrabj8sg5k6AsBpmdBszLZ15GxemLwU5sfpAC//eFYJzUTqzjvGLAVL3AqAs8pMlrjcRMsmKq/kGS/7e/zGsw81UPehbHD5GjKURgO4WK4FmGRPc0B5+vIiW5U3AIJoJV62g/fpPk6wjxx8Tl2lCfoxkDgmaDCV3c2zSg7WEiubzNIS5CslS6prngO7adHMnY2SFOWqERBn0raZozHvCuREIx9ZFcuI8JR/dx/yxrdP5Rtgkt2VspDrAi1bC7XeyFlOMb/P8x717P458cn75XqOSx4Dc+U0I3EatzM/jflz3oJq5O7QfMzOk+J5Vhd1vIYS2OvvQhRWY1UM2ub3MfOJfFQvgP/xUf+e48c308CPEenGkmjkw3YBO0y3xIyUZ6oJrwa84hPPQbQbFIFulvzkbtoQLFfHpXbTkmLLEC0XUiLy5J9eY1/xek3Sh17HXoLsZRyz6f200YqON5uIu9mTZA4piCZOYzOSlI3yRJrd1gjeq+pPlZSmsguwj1KqgZpkTkpTlYxFOnQVHR6oxPLOccFTv+QN+Hc/qB+QlNswRqvYsy5svo6i5qYDT7ttfjYk8xxKVVlNpvKkZ0YG1YSpH92WT80YLJ13hGhYWA3Mj/yCK36HVWjYM2uWpsMjXAkjD/mRpcAnv/Tv84yveBOMI/HqNU1Oly1hf0loK+xmxB116gBemdSxEKq1rhGZaO1rrYxXx0wdjYUGS+5YS9uxCUjCym/WNcNo2Ws7blqecFCvudIvuX99SGNGbquv8Pj6ElYC7xrO0srInozsGeHDmzUvf/G/0AC1riAZpcmqQ8bAuFRvlmgVsmb7WJKNeVAX6uneSwQZBFsFYlDy/TjakugvXc/aV1wZFqx9hSFyV/MwhsC10HLJ73I1NDzOLqmwvObvfRfDzx4o9+XcYTq/DebqCnt1je08odIChe0i1TpQH0Xl7IwR00fsWu+nrzNkMHEPPFxc7/J//OJn8+Af3gpv3qF6xHHyeM/JrQbTCdy3ILxtl+aBiuZa4NIHCg98rOPk8ZHq4YrmolU38F2P3/VgIscP7kIQ3GKk3e1oFz2DtzxwckBtPDe1x9yxc4XbFtd4qNvn/u6QIVqWtuMmd8SBPeH+Mf1MRs6angMzsAqeN3zx93LpuWegqvSZOVf4d1pEUsEPGcO0bqcCUp5HJYnI0ygJWMTiSROngo1NviAZggpU9YhzU0Ken62iAhRC5TFsgvKyWhmKl5LHpI6yQijPW8cvvO0VyjtL4i84p1BqOyuaWkleGtOJ5+JcLjJswWrHU4W+tA7IjKuRYcmnzVOHlGTkvTajMzaxYudUsv7+48/P8ZhJNPLhZo7P+ch6/3NlKmC7ozEHHxZIx2xi3SARv9HPpl+e/le2PqIoT52K9ofgtox6smpDQLHZ/+hjf563/MhztqP906QhmUjgkgLMLbjUrLsxYfnziU3nO1WW07mc8qWQU9X47GSaSaAAFT5VNFQ16T9ceyo//kfP10RpnoEZYe4DMBHEZx0LYWoDz342VQTT36cLV0TZ9hTIEsKVeBozbHW7Kklk9bmSk50lo/NEcn5ISkzt9s+2ukfpZ1ki2JxKHNR1OCeaUsz68jmDDst/e/Vp/MZrnjW956yjkY94qlNXkrPZ5jLvzs0xvMhUdddcNn+dEg6mbtAqNImfMeHW+xgZYgrW8+eOs86VVxy4jJOvQEnc57Cj+XPP9ziqQlBIggpZ9nPtK66NLV1wRQ54E2pWCdqV/VF+4T//IO/8pr+QggunSVo3bI3BWJmU7CpZPZ8jJM+PsP1MTTfzpEAr5tInvFypYUSCNwWXPQRDZT3d6JIM92TYuPJ1OuehwGOUTO2LUdwQPT2WOIyY5XK6x4l8Hxf1VsFBieCTjKkZo6rkWAhVrr5PiV5MPIZCBo+oAaFRw8Fh0OC3diOLakxJaM3R2BAQbmqOGYPh2DesQs0QLbdWVxmSwdyVUNNFuCnh4T/o77+We7/iOVo0WbRaoe0HZNVhNilpSnCfPJ6LVC8U0u6UWHNd8l8gIpLUcwoUJKoKmLclic6dmQwP3ISKfbvRMSC6zLxzHPncN3+O8jKCrmPRiJLxrcFugnbtYixdJDPGLa8d9deYjXEg1hE/TCURkUhTDVTWazU/ZJ8iLUI8OBxwye8WwYhWRh72Kz73nk/jOT/0VVz7D4/nkc95DnLlaJqHlSO0NYRIdXUo9zKrrLWXI9WxdjPysXhYqK8J6TYgAR5+5W24te4zw9nAcNNI84hlfZvCXasjwR3pPnLpAwS7kXLdCHRnMo8oliKR7OialwNyZwJtNTIEQ22Vj7X2FWM0GAmcq07YtRtamYj9+2ZT1tOArutnbcNn3/Midh5Kwa61CncLQcfaqAWvsKzwrSPDdnOAvuWXlPed1ME43Sk+zdvDqGpjhK3901mf/L+mAWAlprXfpw6ACpYYAjVeRTeiyvNfCiOf9tSPpn7lG1U9K/Mv6mqSYk9HSB4qcy5GIbTPIdTz/XQWh8SCtZ2O3NUASqEENAabZPpV/7MWzya6Is38/uO94/i0T/s0nvCEJ9C2Lbfddhtf+IVfyAMPPPAev89j5qk6oxVhmGBTlYxFFs4SqRI8xiJKqs2qR6ntqAS57aBNf8F11X+4rjg9BUf5/6SfRW/KL3xQyUIfJvWgjNEEJVFlpZZNUfeJ9FEdjp/fvoMXPPntiis95aOAiMImQtxKkorZ3ey8Cjxkds55M56+nxKUiBp26cI4YfczmRUoROY5ZC2gG4IuoPDRy7fwrLvuv/5m+lDgMxMQdBYk5+99nAjEkiot83tuIIxTNX67g5SrxP4U0U7hPyfBYJMcoFROx4XXqnesbEl0iiygTOdRWuZmVvmyWfo0Kqk+8zTS5VVmW4nIoLjcrYo2PpEDlaj+fT/3V3jai1893ZNs3Di7Z6eToUys3tokZ/e0JB1BYNDPzS1+HwzroSrQM/1Iw9VxkZzVjSo8hQVdVMDcgOc7v+27edM/eaZClJJpmHQKTzKjQiZsF8gtfDMCgaLfvzW3UtfKj4bgp/MDWI01G18RoqExuUMwGUdaIptoGfJFGvRejSOxS5HUrFUn2T3X5OBbK5QF9hJiIkun25d9GSKpk5FOPlcxbdKcT52YcknBYE2gtQMuBUVdcKo6ZoZSCQyktUsCfTT0MfIZd382//zjPx3TNmkN2IZQphuk/ySIp8yVZ8zUbZnU2vRr01OkhnM3Q4IgdSAMtojd5eXFR2EzOtZjRe8dR0PDydjgMSxtz67daHLhlyrRawZqAptouXtwtGL4kvO/x/q2QOg64tGxuoY3tSZKmwHpR/yyxi8cxquKlu206jw2+fqY+FBlLsZtvLmgBZ8gWnB2np22J0bhZKhZjxXnm2PO18dALvoY9uymeAH5CB//h1/KV37xV/BVd/6GdsesJTZ18i9ADQVna1cmC+uY1+6BBAgNZfwjqGGfRGJvtYNn1OPDCFw83uHSZofaeHZdT4jCxWG3eACB8s2uhAWrCF/2uN/hR7/w3/Bz/+Q7+J5/9G+mzvEwgg/EJN9qxoAZArYLuE3AdpGdBwfqk8xd1HlQHUV1W1/ommbXQnUCy/u1w1E/Yli8s0rchchwGOj3o/696HhaP7HHL4PCxgZ933AwFj6guMhip2PvcAVA11UYE3j62YfZrXoeXu1xpVtgJHBTfcyu7dRzyPScdcfFs+Vdw1nOm44D46lEuQxXQ0/3hS3Nf7tb93xQmF6dfJy8CiiExhHqzHVIz8+Cr6a1X9d2lVuXMX8PIfu0lLml636+vlxkygF6jLIFm8ry6/tugxWFT+fg/dCu6LHl+0oMS0kKlLkz61wSg1Bp5Vhl1bE8L2RbUS4oL0avlaLO5pupS1s4Jy4SB0MYFb6apePXg8JXDbHwtLJgiEflbTehKvvt+wJ06n+5wtT/H1Wn/tJf+kv81E/9FHfffTc/8zM/wz333MNnfdZnvcfv85ghgxuZZP9O451P42tNwror4Dt5JZgJWwtMwdhp1SlOBeaPdswDvlPVgBz8jomg7NPnZhIVpi9yvBnbmKEzdzjDc/bv47fjWYyo+lRRHcrE5dOnUjCjKdjMwUX+/SyRElDyuoQUlEWilzKSIlrl9lENxvJ9B0olBmATqnLftYugO9ZTnOGDD+/jD8Lixvc2Gyb5WNq/GfIh4VRSUYI6FNvsUWz8bNQXbgaxYGDVEK+fVIDQJLWWgE9kzuADUpE6BjMjvPkQiXmDmTYbVb2JKShNLev0xxMELeLs9bjLrIo2T9SsbP9dFJKPyuxE5sTmHGDmiu48schjIMNl8r1M4yKG9LxHQ3STKoqI8iFWY01tPIMxmOAYgsNbUwylegxHwXKTsRyFFtOLKrtkLxIrEALSB2JrydX14NIzM6riYtd5U4wYBF9FCIKxkboZsSaw7iv2202RUgwxB+oDh3bFUWhLp2WIhk0cWUYdm1I59aDYpKxm9Cq1XKWqY5a2nAWuZkh7roGQK5kwEcJF+QDZERgXytwRF6kq5QJk0846yVkeDw1UHY0Z2XcbVT3yLWfcCTvJ9PIk1uzFDeftSCuGn336f+YPfn3JP3v681Te1gfF4DsLi2arAycxEnInw8fiGZGVpswYy/qTg3WEpNqU5paHuLFQB2LqKIl4rNEkKifLfbAF3tMYFX3ognZj+sSbWUpHbTybCOftmkocf+dfvYRn/Jd34L0v3QxAx4Q4sg+L9aFI3PomK4SpE3g0KWCPQDLpw6Qa0aDPSBW0IHpDrAK7yw3WBJUcT2vDELUTk41Hz7pj9syaCs8jfoeljPzWh/wgv/r9T+C7n/lszFmtJMswqtnoILDfqqhGUscKyRcoQwJDJfgWTAfUyTNCQIbE/YpTgjoMjhiFczsrmkSEBtirNtzRXuah4YBLfoez9oTz7ppi+hGe3zzCR/z41/HU77sPf/+7MU/bh0euqIt8CNijDbLTECr1JTFDwPQeQkV3MHF7cqU7GmH3vsiwVGlnn5KkYQ/6/aA8BlHVMvECowaudqMwq9UTPPZSRawiw6FK1yIR1to9wGoHutvUhHrkcHdFmzhs717tF4PLpdPiwLWxTd0MncMTdNPwxOoiV0PFnhloBP6wexw/8hmfSHzonVr4aBukaXRdyl3AZUNY1ogPmBgJjSU0Sa3Ng3SRbl9KB8MMurD2e7nYAMYL42ycyZCeexUQF5KSX5KFtwqf3IxV8kfpcBIKv8HM5PqzPOw5sy7ohpDX+5w0la7sVGxQxby0AeQEfJ54p/0iIqVwFmexQfmzWUEtF8qyLHs9M5vtgy1KelZCimV0X2uN8uc2oeL9x3vP8TVf8zXl6zvvvJNv/MZv5NM//dMZhoGq+p9/Vo+Zjsac56AOoWMhJM9x7hb4+eM7+OQv/XINNHKJLhNqc7A+52j8zyQWnArecvCe/5PoxhGhkKmzck4+MkcjtxuB4lOQIT6eOKkSGdHzT27aOfick27zBiengvrM19jqwtzoOL0ykT9ar6cPU6dgug4lfOcAdF7FGFCTtej9BI/yARl9ufdbePLZx5friZk0PFWTywPIHYMEsxm9apX3wW7d6wyvC0nne4iGRtCOhrNIUyNNrS32GDUpykS6dB7FrfxGt8xoZS+6WCSCc7MmJxuSxkDuxun5TOZHNhEBlWsEFcK3fdaP89Yf/cCSJG91tAr2eyZpC1tJ5fxnkpytt5O37WetzuDTzzZeoQtZZeTyuMOlcZejsEjPPXAx9Pyjr/9SnvIPX6NwpGFAhlFlNceAGbzq+LuU6A3qp5G7VTnYQmYBohfCqO7gY+pq+GBo7VhEIDJ5dxOrgm1uZeR222d7A91w+4Fw7WiCnVVOq3/58qN2NubStaWzl6feOFWiS0cATTKiizCaiRAuscgFm5n3TB8crR2pUkdj7SuWpqcxAyEKJ6Eu1+IRVhEGIgajSXwmgc6DjaxAR5rjAbIX0AT/UGgLkqBTksjJyUtDRg3gJckMa+KsL+N0zA6DZTMoRyMXQVT+2KQCRGDla676hT5jVIo1J86afOh5v/obv5uX/t6v8NDPPEUvo+spHZpZ8WdcqmRsFO2GVSehKDfJqN2CnCRJuh5IYyhDXGxUg1Dg2tGSbnBU1rOsBhZOE5x9p/igLlQKnYoVA5ZDu2LPBJZS8aLlu3jKK0QD96xkVjnC7oIizJCI4ACu069DNZ0f6BohgcR7SORhG7VyHARrAztNzxCU39O6gcbq510dF3TRFahqwHAUWoZouBoiv/v538GVH1Azx+OnHeq5xqgY/uT5YdcD9kThg37pytrqukB9FGiuBJqrel9XN6vUq+2gvkoqFMDiIcPiYUN1rMl5aCK207Ez7kbWt3vEC37PExb6tVyqcA804AL12Q3tmQ3tbk+76NlddGz6iksnS1ZDxV7VJZ8Wz7lmxdl6xcIOrEKdOhkr9UIyA2etdqM20bGJFgv8tZ3L/MKv/QTP/W8rjj/tuchykRazVGgwRqv+Y5KzXTrt+Kc11FdS+D9RINST0tlchjvD9wqU0kKRuIai5Je7xZX1NMnsMnfc1fjWlz2gNQOH9oQhWo5CXYxvjQhDjMQY9bmmLi3eE5uqFHV0zBlCbYp0sY67ySS1QHxLrJA6N5yKaYwWTkJKmHKBMRdMx5RohGiKQzgoDHQTak5CQ1/sRt9/vKfHtWvXtl5dkmf+/+q4dOkSP/7jP85HfMRHvEdJBjyGEg31R9g2kMsKSKePh8YD6l95dVHuiae4DVPwRtmky3E67p7yiK1AeFKeSn8Xrze3uRGZ6vQ5G0JR9Sl/hyQi9ezaQtDKZj58LFCZuSxfOpVSxc7fl1OLKARkFkDli/OJIDw/j0wGnydJQDHqyWZjhlicrSvxWpUvxG6ZrqHwNNBNMRW+tGLEtuFgfgTp9yrFKUVOWGRaDGvjqe0E8yqt3IT1bcSzZyyG5GL9aK3LTAa3iRCeA7jcNZp1NsojsxGx83E5dYHMDJ8/RFvkY31SHZt3NDyRr3/Z5/O0l9w/eSdkz4qovilFzjDdu3wOpdoLk4nZ7HsZ9d7lQyvXE/RsM7rSPQCK8tTS9CofjNBj2UTLSTD8ynd9F3d/97MJxyfEPvEgZuaSGshPvAwdg8nDIW14+ecy6ByUnLAJ1G6ksjqiMm5dzyVw5NskA+k5iTUXgqMVuHcMRBsxB/va1WhbDbr6AUIgVCppa/uQIDDp3g1TUpkDizJn5olICnizQVeB6kQNGIFSbGjsqJtzNKUKCOqjk5PgOgkqVOKpU9RjgE9+42fzf37YJyhsIncBXJK03fSaNGnZUz8zwydOwxAziX0WHOmYSepzqSsmPl1sZwk+L3BKbs/dANI1GYmpOzAFFKvEeM5BO8BSRmoJrKJniJ4v/q0v4ebPeIsm9tZoESjBfbInkDsZ9dmgCVKoZCuhnqBh03qQ50Csoo7xJCyQTRTz+B68EtkhCR8kbkmIWoXdkZ4QDZeC47m//6V80fM+nbd+FCpv2zZ6nt2AhFD8M8p6m2+FgE8BajERzJVmO1XBTZu4WUllrbaefnQMaZz7KFwdFqx9zRl3go+GY99yzbfcaq9x/7iPR/i4H/p6Dr9kgxzss3zZHynR3ikHTdYd9tI1xl1NPkyvvhG+EdpLfUo69f421wLVcVTTymsK/fINdGd1jfEL6M5Ehn3145BBkhGk6PejUF027L7N4a44ogtwc8dwaw9W4WEiET8qAf6W3SOqJE3eupH9ek3vLQs3sOO0+xei8thaM3Bh3OOd/U1cGPc5tCsOzVrV+4xnzzh+Z1PxqR/8Iv7oBQv2f+ct2oFyDtqGuNMS2wqyWpgIdq3w4+h0rTdjgrpVae3sY0lqc5CePTOmJCNu7aMi4Co/o/6FkqCHsgaEkqBnJIYhsEnzx8xigxAjlQimadJAMpPyXFGe1A8zad2dxELYEgY5DamVXHzMe1qe/0Lpyud1rGzdcRK0yDy+zN1U4z5JscD1nfz3uiPHVu9NL+COO+7g4OCgvL7t277t/5PL/YZv+AZ2dnY4d+4c73rXu/j5n//59/g9HjOJBlDUjjJHwxC2zNhU/1w5D1npCGuROfk3Y7jT8Wd1Ma4LeOe/k9lr/uMZRjMfSpY2W4HwPLnYRFsCdUMkjgleILNHPKtYTucXJ/m9FKArRGJadMq5zwJNgpRuwVxtYn7+W0SwdK6GuJVwWAlsYlV+H2LcUnyKY8IM547SjMRWqoL5c8N0vjALluOUbBDQ6rcXvNf27uBNkt1Lzr7RlAB+bj43xEAgECsHJpuGGUJTFanQYBMcImH2Q5Ve2fjwdFI3kzUVEzAzPwVngnJcEsSvMWPpBGXH8jx2rSi3qL7jhNWHPTElZX7bGV4E8WGbnzNb17eD+tmGMr+/2TfBa2LZ966MU5WTdWVjvDoutoKxS363kP2uhFETF1F4QlxttPPm4/SMY5ZXTVXdMSJjHp9pUx8oED6dsnoPY9Qkt00eDs54GjOyZzYFalCLp5UhdTmFr/7cv0t/Z0fzk57SCfATv0GiytwWecg0pjKcoATkuXM0mzt5/1SMtmxVAXNHo7K+eNB0XrsZoI7rIZoZxM+UNQwom3Oe6b/wzJ/kG//7b2qyDppseK/wT2eRLsnbOqPQhZw4iWB8LJ0YTSLyRUxzqShm5QQ0X4uNEIQwU/yad7sGb+m9xaZkY8KT+0RoVzhgj+VqaPAIS7HqvRLB1JUmGV2ffAEMDCPSDelapm7n/PnMj1Jhnq0HZhCklyTXmcngbIlFaOCn0JUM91J5Ue3YXAstZ+2GHRn5nQ//v/mil/8BYq36xWw6HTNtrTLJG49f2GL+aEYYlhq0201M2HhKhbworAUIbZJAHbWDYW3QJN8bTeSICq+Jwr5bl87i0nTc7I6Sd0xgiIZf/5Jv5z+88j/zd1/+cuWRxEh4+CLx8lUyabh66BqZbC9DoLk00O9VRItyNoZIt6cyuNVxUvJqBLeOLN8tdGfAnUB9Vbka/UGkvagQo2FPExK7EfqbR47vGvELnUQxS/kC42gJQRM/awOXNwusCezUPbVREvx+vWG/XjMGyxi08n+uOuEkNBzaFXfWF7mjekS5WuLZKz5Jno9qN/zCH/8q9vZbdY7O18vB63qX1nrlXhgVHyiQWNmCoWb4W4bM5iMXmnISWX6e1ObKGJWo4y3tBbUdC1Qqw79zQmEllnmzVYAU2Q7ZQxKDKGqEMVfa9O/HOBXA4iRpHQ3bBVGYOrmn51dkS81Rlae47siFx7kf1HCdHvz7j/f0uPfee7l69Wp5fdM3fdMN/+4bv/EbNZn+U15vetObyt+/9KUv5TWveQ2/9mu/hrWWL/qiL5rmyP/k8ZhJNFzynsgbtCWruUwT2Grheaqoz49CCN2u8Oeg57ouxqkgLR9x/jfp/8QZhCLjtPP3fXBF7cQSSvUPKB2BTAifYzOZ+4CE7WCTWbUiQ5HKOZHPPQXzs415/r02MaLesCjFsG+6BjuR2aNyNvL3CveZ8KX5GgIK/cjQqTiOJVESH4osJ6AutmE6X8XEzs7f50AJdZL2+fwFBq1YhqDykPkcN77SQDndiKPQlrcMCL+7vo1Pu+MFxAceUuyrs1DpAhkFfG1SlUsDykwQLKc1GyPRzCpaULCtxkSsiUVpyBn1UchdjsqMxVV9Hmzm43df8P2c/YZ36PM2Fk4vCLOVX5Ly0Py+zcfBDZPoSHJNNqUav+6mMdmNjmuD3jdL4N39QalS99HyoN9nJ3cVJSqHALStn8fc4HGXV2XTduuI24RSVbNrChExJz4I+M4qgTI5617rGxZ2YGEHQjRcHlWBKWOCW1HisZFIK5b/+yf/bxZvall/8gZZJo6GNcS20urt4InW4BujAW0m6bqp06JJCMXILweJ+syZhAoM2tUIU0cjzDbm7PQc4iQFmauBoHMoJ8C5IhiATYwMUcdHmf+52DD6pJKGBhqngoetbmxkaz2Yr2dmnK1tuXoisUDBsqKb9wYjmmAMXiuYtfWqCpRgFJX4sqZl1alLfrdAKB7yI1eDT/cp4q9e0yQjRiUux0hoa+xJr187LQq5ddAxUctMWlivrzqhPC9ACbtN1ERpNMTRYJPE6BhMalzruhYQmhSkdglPfqu7wo7pWCX5sSvB8Iz6QV72lpcjt9+SijmBaAxhp0nJtFbE/QyyknkxtqN0Amyn0MVYqVGq9CnJsIEQhK6r8EFo64HVULPxaiy45zqujQsaM7A0yls4CQ1XwpIrfoejUJdANGAQEczOUmVd09omo6e0CGMqUM0gNLkooeMnqsTtoMmSGcFtItVR+vug87a+KoxLUjcs4tvIcJDblMmTxURin9Z9GxkHm7qnMAwqlLKshqJqaCTSpjkOynFYmp7KjJyzx+yZDWftMefsMYdmzSoFtT7q0vGrqwM+6XHPwz/woM75lJTr2I+JXJILb7Gs8aSpHRypwKQwqlBNvy+FCKbEtsTXeU8t/hkUw9t81HaujpmSjFnSkZ9f5t7k4mOIkXvHitj3Bfatvwjp+U7XlzvweY/cSpygPPPrIOKp6FDWgqALSITtImkwab1KBak0TzKhPfNnNAF+P3Tq/+2xv7+/9WpyN+vU8bVf+7W88Y1v/FNfd911V/n7m266iac97Wm88IUv5D/9p//EL/3SL/HKV77yPTq3x06iYXzZIGyCouRgzTK1HCvRSRvzYlN4GLnL8We1MNiekPPg8tTGXRaaGTZTqxlTQD4FGaZI2eXFpKhmYa6HToFCJ2LQzowxGmiMU1WjVP+MbGMtmVVnU2W7XJOZ/41MRj2QvBU0cHJpgcznYlOXYxXq1Dp1W6Z4QzQMaR9rjJ53HEb1M8heICJa9R7D7BwUe63YYW3N22EK4Evl1WvlsgRDoypkwBbMu9zvI9+y8k1RJ2vFq19BDNpWzxC6xB0JtU2BgyhmNznFRkfRUC+8jPLzmDDh6v+QHcGBAvvJ51SbSf1qDqcDitpNJYaP/PGvY/WXr+o5wvYYzlydWdCYn71yeHQjzfwCiRqEyTgbH4GikhJGwY8WawMnXc1mdAUud5SUhQ7cmpVvuOR3k8JIzRv6c1wNlv/6V/41H/RblxU65RxcPVbX8MoS2prm4ga3DoUwa3omb4HZuMwcDdeOGBMYvaF2I2faNWtf0QXHjut4YnuRo9CyZ9YAXAst12LDoRkZYuBfPvzxtJciUlfErkPqWqUgu1G7AEYrmSZJ78YkvWtGDbIy5ACYMP+QCJf6+1CngDzDDQrUYILxZWno8ZTyXIbO5eQyw79A17RGFPbtiQzRISJT5SnzGYaRmIooZgzg1SmbnHRmOMU4KzTMVelI4zh35sY0ttK8yrCjkDgDzibDu5QwZXhdY5UMfnVcsPJ1wmlXCdKyppWBS75lzwjfdeFj+KBnvot7/v0zsXt7xCFB7ZI3iDleq8dOiJhOIT6ZYG17VUOKkjoETqvuZV1La4Q9OVUtilL4UotKOxedd/TeJhK7qhntmI4Hx0MeHA/52//nV/N33/p5/Nf1U/i7b/wCXvDNXw4XL0FTEyuH9APm6or+sMZ2HrdKwhhnTHHbDrUUdS9fx9TlSGtxG3QumoirFWYTg2AENn3FaqgKNPhCt1s6+KvE5cl7hEe43a0ZIlwKCr+VxYJvfsUv8fBnfYAm/esN8XhFXNRIP2JXPTIGhl2HO1FVr+xftLyoJXrXRVzyLun3taLv1nq/i0t2g3I01lLEO+yJpX4kM5H1eZjGs3/uBOsCdTNS1z4pMqXANclX77ievapj4ysWduB8fcRZd1KC2GthwYVxjytB/XNOYsWh6Xm8rbjF1iwlKUg1DWKtqglaVWOKdUVY1sTalXmhMMMZvybBYzMfI8OocnCeh1S0UQsPVZz2UKGoDQKFp5ePOay3SaadYwras6iKzqtQzPpyHPMtD38M/+Cu56c5mSavtUSXik9zk7d5wjiPS+YxwXz/l9l6kJTbtNizvS9d7w4u5TVEyyaZEGvXLRdN/ifiq//VR4waV73XvOKffc6z4/z58zzjGc/4U191Xd/w/4Y0bt5T/sdjql+lpNosBzqHHsRZQJ8mvUtkl2zaN2sz5iNDZcqRFxbDlipH+fWpivH0Rte3G3P2nysX+VznlUyYJuYNyeB5AM55BDYFyDOJWyV+n7q2tJiE6lRFJmqCMbWXtSorCb6SjXpAK5lWFP4zBN2cF3Yo97pcQyI0K05Tf+duvw1/8RGtwJ/iQogPiDdFTavAulIALZ5E/tT3DyZ14WOuKqXzD8I4WE6k1oDCTepjrRmSoZuq4WxMx4e3Vzj/tlfxzZ/0BbDuiMuWWDv8Tp1w4rFUTjUgli38dWhSEGpScJwWbVOFgge3qW0+eMterQo8WRTASmATKpamK0kHKJ69FYV2lfxqHCfllBz81irNWKBTQTtBvkqmhx7EpiA5BZhFBCR3sQAZDNF6SHuW94Zl06s0cwokDZGjocUy8aJOTMM5d8xJaFJi6fnqcy+nfZvhC573V6HrkHWlG/2ixhx39GfbhLtPKkJDRFIwFmbJGkmFJwSDj4FVV/OBZ9/NydhwU3PMgVtz7FuOfMsHtPcnB2rPodlwYCwW4a0veTo3//FrSyAu+3t6gZUjNrbIWpY54zWy981M3cimpGyE2M7mS8JkSxBCHfScowbmUody3k2ShRyCYs5dgrk0UBR0QjS0Vs0GV7FhHyUnHwXDYSIjtzIQxxGzWCTYhAWrpFDTDYRlrdV/0hhoDWaIBBfVLyHxMfzy+o1fxsRLqfT+yyiqpAWFeyLoWrbqamqXxjCSoC2Wzjr1NDKepe3L2FZYpRYhWhnZxMj/fvPLOTof+L8WL+ReqkQGN4izIK6McfFRx6/oGLZdTBKtqbuYfmd6fS6ZKA4QqliSaEmKYONgiUFYtxU7Va8wPOu5MixY2CEpllmO/IKnNw/wM9/yHVRAK4ZzTznmh3/zY/HHJ9i9Pe0OxEjYW2ggflAlZSxYXlA4XnBmaxm2nY7zcZESvhNLbJTP5f2Ez8vwtIN2w9VugUhkt+rYdxve3R9yS3WVSrx2MvyCD2nfyYXkx7JnBj5+cYWP/ZNf4jP/xldwyxveXsY/Zw+Qk40GqIsaibC4/4ThTIsMkeoEfGPo99Qdu9+bjFPrK5HunBYH7HraR+qr0Bm933k/8fsjoTM6jpqgVf9rNUfeYGqvU9B62nqAhRatWjeUPXPH9uzYHmdUSGQVasZgCml/z2642R5x1qos7iZaroYeK8JJiNzd3aZJhnPq5F6pUZ8MIzJWuta0jtDYVGAwKvuaigzZI8kb7W5uQWVn3QCZbcPRRaiCyloHwbhQxD/m/AwgqTWFouJoJdCFih3XsWP6Aj8+pMOggiX/+82/yx+95ZB//dwXpC6VLtYyjCrZO1dKRDtS3IDfmwuO+RrMCH4mxpGGoMYwovM/BsGPpnBr8pFNO7OgyYRqUD+aszdSTnn/8b/seNWrXsWrX/1qPuqjPoozZ85wzz338M3f/M08+clP5sM//MPfo/d6zDzZPHEzmXaOa8w+DhVaFbZopii5Epzbx4WnMbWT9fenPuzRfp5/Laf/bpqM84mZ8dhaBdBHNSdQnU44ZnSF6bxPu4MX1az0N1tQGpi7Rp/G6JdKeF5kJF1MUM4DJTmKRd5uflQpweuiYxMdfXTqcJravpto6SJ8w/mX84P/7aeUyJZUieKmU+WpwZfzl1E182+kmuXWsWh/Z6UMIrj/X3vvHm9JUZ4LP1XV3avX2te5D8MMN0Euw0WQiBiRJHIQgiQEjTmEo5EQxQgxYGKMHjWeeM4vxwhBD6JGzgfG6PepBDF4w584o6DicHGIgGQGhoFhmPtlX9da3V1V7/fHW1Wr18wAA2ydAer5/TZ7s/aatbu7uqvqfd/nfZ4pdpOGdk2fxHr041NNbO+0MFY2MVHl2Fm1IIXFtG3AQiIXBg+VGWeJNm0DOSUiSiT0QAKTsXKHr2jYpEedsQmCmgwlgG3YkOWGqFUxEoM0YZOm1MmbWmKZYB+gKWGDezLgjNsEoQLfuzxOFsLx2etmeKJirjsHFb2gR7rsXOg1MLVstkU4VlmJHiffjbWQ3KQ53WUX5dIodA2reE2bDBOaXYoLT5Fz9MUtZhCbTRNjlv1fYA3T5aangbEJyPFplpO0zhzPZ9gNWIGK+HhkKSAHNFSTNyRK2UCdUoIwO5uGtsoFaCXmppMYkl2MynbwF7BE6BLTokSS8Fcjc3/POj52rwponeKMN1rroxa6a2lyhKqL78ORJUvywvOeBSAUwVRcFUqV6aMZFo4G01QVEsGUo1xWmDR5yP57eduGUyQDgP/26Dn4u//6dpB1mTdjQJ4+6Skhvl/HUHiW631Z0rn/1pWR/EYjSMMS2JVdArIj4RXdvFCAUhZlxbms1PWXdHSKPKkwqRsobBLEDjZXI8hlhS6lmLC5OzeDLgkYEB6uRnDP5iUgY7haR5bV6CoN0Sk4s1wz5pMVQZU2VJz8PCArOINCdz5VT5I0mVJcoa0kdDdF1tBoNkuMtZvY2WUlotIoDCcFBlWBbdUQNpSzMDuZghIWk1ZhzEpMEldBi8PmQc2by+uFdUIMWYJsvArZb1Xx/dSZLQP901dBZQXoAQoKX366t52EKZa1DH8j1Sh0gmZSYTjrQgrCWNVCYRPs0IOoSGHYVfK22xYUCEOywpCbeyqyqIYUO5gDrFZUVj3DSuKgzbTSntqiuyf8upB03LPp7m1ZYbcMuM578yAJPi/ZVvxsKPdBmQWGKqjMBOEO4+i4ANBINAqTuD42g2nDVfLUGcGlwmB+NokF6TgGZIFRNY2SFMac4pb303rtv/41Lj3rIvzgFbP44KTo9QQqyb148Pc6B7KBVgSXaEx4rveBrJ+jApXSN/L7gMM/YC5rw8txbw3w370QjBcCaUjT69dDTxDEK056qXhP//6fW07HVYcvZR8X43nDft/i59KecuOe4AOM+vzWx2hwY8/Mh17ixL/Xsxus2wv4wNA4CqKB7PM06lIKHXs19hu0Wi18/etfx+tf/3oceeSRuPjii3H88cfjRz/60VPSsp4KL5lAIxE9XruHcrSYXRupACD0OLigIrgr1yfZXR7QPXLan64SKMBVAOt5jdhNecpXMurSq6YWbOzaRKUg8M5Zd+HVK7ssawe47H0vi72rShJQCyD8lz9EX8XYNehwfFP+jJrSRK082uvRkMGforBJmCgB5u1P2wamySlnuI9MhUDxG0cAqdvweSqQsRClhiw0b4IkAl9earcprRCyTT77Kku3SXI8aGEEUEmYQqHTziAlOfpBhokqx5ZiCOO6hVwwv3nSpjgs7eK0/+jAHrIoVLlspmCVgGlKVAMSxsmBmtxxdjPfIMkbOuM8FSABJBYitSCgT3VIAEHW0AcYvqIxqLpQgjAgC9fIzFfMJ6MIAIQEGRuqTsLY0NTMilnojTncgl/r2yEfiBL6e1z8ouT7XEoFW3Eg7KUZK6PQrjL2f/C3ipMzLGyKTXokGM2VUCjcIvO5lbfgd+9aj/UXLw1VLNkuke0soNo6BBu6KZBME0yDYFPHba8k0kyjkVcYaXUwu9lGoriKlgqDedkkDsjGMKLaUCCMmRYMBEZliUWOojZLNgEJNoUrS4g8581Gs8E+DcTX0TRcT4+rVnnKnl+QfUYzNNZLBIlgm9afu96PKrGOhadCc7G23NzrG8F9E6ghiZYqmHrg6DC5qFC5YBgAvnjYN/E/vvIFbkauNJAkLGihaxREIj4/bx7ng3W3cTCpCAGHf92LGXiueX1uCKIGvrIo0Mu6A6isRGkVGolGWTvPihTallV0vHGXAr8+ZhvuZ8IpjWm8+/DboU9+OSs5uQwtiECtHLJTMb1NiCAUYFNutlYlu7jz5pecC3dvQyycnwNn2TlxIhKLYjpDt0iDvG3uVLO2lQNIpMWQ6mIkaWNIdrDdDGLMNnBH53D8tLMEG6pZSO95GHZq2hngJUCaQI5NM/2o4xr9nQJVNknQAyL0/JUj/iGt0XJKAWpyv4rfkBoj0emmGGoUwR07VxW0lZg2GUaSDgq3RnAlVGOhk3jdYXJsdZymigiDq8dgNm7mY+50mWajNajFz4DsVHx/JDzGpsGZ/bRtnaeMp+Jyb0w65WiY7gvgwEkVokfVcRUQM8hVPpFaCCcqoLscUPk1MVEGDWVgrEQzYTqbtirQ8iwJzE2nMDuZdj0LkiWTQRiWXQyLIvQDGAA/f9vV2HYlIJpOcjjP+TlxmX8WgyA26XPVP2/YGZ71pBeYe3h63q5CLwT//Ijdfifd/K/8Wora70BIpQlrZugzrfXoVZSEAApwAhHOR8srzoVEg1ebC4E59Qx6awcrTY8i6e9FvgbozV/kqbecaBQ+aeH2Ap426cewLnVf7znzwUb5AujRIEv73devAscddxyWLVuG7du3o9vtYu3atfjsZz+LAw888Fl/1ksm0OBGWlNTnuJGcP/wAry5fcWP/hy3vObwYHTjqxqephPKjXu4cn3UqKcIMMRuP6CPo/lUx+7pM54WZfcY1XAz9ed3vgo/OyHlBdmfQwgo/G4Sjh5Ty1juCp+t8o1/vWp9f2BiepKx/p/5cj6RcJsl/u4drQtHkwga+6SYTgPW/26JFD/41/8H1TGLmVdeFNz86Xo0OBvTO3BheEOh3IZUugDDL2SqAlRHQLVZ/URNS6gpCTGlYAuFqlKQ0qIwChNFjqaqcOf2Q3HH+JHYoodQQuIbU0fgJ289EdRQKA8YRnfhALrzG9ybkfL52hSoBgV001UyGm6DKXyG2GXuXJAhU4ss00icXGOiDKsLCac6JQ2aqkRLlY4uZQO9JAScxKpJ0jmQiWA0RfDKWFASJERfHwGAXnO/4+GH31NtI+krQnW4QMQ3hRfdNGStvNFUV6chcz1lGlhXzMaUydG2Dd6YmRa6lGCHVRiRCqe1VjN/vt1mpZ7H1kNOF1zVKC2yKYtylOU0yzkGpsVc73ywRFkkKLopBIBmUkEbhZcPbMIh+XbMTScdV72BQdXFgcmYq64IXLPjVbjwpN/H751yLtKVa7iakWXcDNvuctUqlWwC10xcQOEqFG4TqxsCJuvx6/2zIYgDXFLUR0Hc9RkzWoZAE2CFo0waZG73Mq0zdAyHkgUlyEWFlgs0AW7ybdeMririCqHwDvYAVzR8VYMIofxZa2olIYJMtHTSwlyVc2NfCy5kLXMJ6n0OK5JJR2PmDbGxIvDqPW0yERaFSTCpc3RM6gKKhANoWWLSNp0alUKbWB3o7cMb8G9f/gzknNm8AXbZ52DgpwRUV0N1XUDlK3IuCPSKZUmHwkZKFnDUtt65iEKCdmYQig0IvXnatPbJEMKaqbnYUIxiSzWMR4qFOCjZAQXCbzbX4LXNJ/DmodX4n7/4AeTsUe4pAUCNFDTY5MpnQ0EVFtmE4R6fBku++mOWlasUFc6fQRFsywZ6l3VNJlmmMTTQRWUURhpddE2KqarhGsK72FYNYkR1wv0/qtp4Ug/jSTMCAMiFwW2dUVx8/DmgJzZCtlos0KAUxOQ0B6mFM1ZtsiiCanOSJ5k2SKdtjyqquMLne2P8defAgzfZ3JuB0G9Fipvc+Q8IUFf1GsETC5UYNBoV8lT30YkC3x9sVttUJQaTHm/c9/qMmZ4AREMYLE46mKcImZsvl53wr/iju1f1vCaSxPnmJHxvJRKyo1nrwBn0+UDKqzNZ5RMJvb4twPWlUO//hftPMLp0FU0vy03EnkQ+2ZQ6tbwgogIJ7wNmSULCIhPskOLnAq+J4umqIk2cPDf1EqZwySRLQWEyVLhFb323PqlQSzoB6Mlc1/YBJKm3DyCExCP7LO0SXJAMqnOGZEgucGN4rGi8GPGSGVVuN6KwWUuFDg1jqbRIBVcD/vS4n+L6D/82jvjwLzgzTMTPmartEgiOlyncBnKXSgf8ZqQ3w3ipOAJ6XE0CvJRfqKoK6olFOS6j36gHrn4tMkiFDvQq/yFBucE1gJJTPQmVjDofs75Z8Idb22T64+dzcueOXao3gjcXVrGzsLUSqDWD+0DJZ52mTMMdu0HX8ckVuo7+JVAJQgUDQ46v61VbtIbQSShpC830NgUAVoKkglC8gQDYUVqVfGJUmyilFtAtduYVGqBKwiDBjs4wkiZnxjdsH8HB83fgjscPw398+3jM/dlWVh/KEojCQM9psPqQIXTmKJAA9ICTNFSOk+woGaH5WxJn7oRrAHfmZnVTs1TaIMnaVFVPbcobHAoK+unK38/1UhPx9ZLOb6Bu1iasBUEiyBX63px6YOzuS6kBo3obBb9Rk5WATTjj6KkOVgvIDCjL3nRCCW+SfWUjlQajqo1x3ey5wyu+CbcYoCW2YEgafPdd/4jWnwu0iXDWdX+Dg26dRLJmI5KhAbR/YwHSV+7Ek0sG+Z4bKEGLSxw0awwvG96GuzcfhEWD41iYT6BrEsxW09imhzA3mcSoajONQrYxW5YYlSWGpMD75tyLR+76OT548tl8nw0OQDRz5jE3MqfGwj1BlHIDtW6mgOgZdYVnA72NrV8vTZPCQl0fI+5lcJvuzEBrhTyrwgItBEGTQkIWQ2mBVFgUNuHmettAXhO2yGUVDO4awkIKEQJ6qjQHT9L1mrmKhrCWnykjgpzrnu4D3lAQhBMNIPJzmTO5k+gZ+VXsGA+3kfK0RJ/NlILQNQkyZaDJIHV/LJFczUiVwYRlipI3VjMQYW7+dnsQH7j+Mhw8+YC72H6zR85128A2U0AIqNLCZE4dzDUZSwOg7EnHGifS4MdNVgJkuJeKcgvqJEhGitAzZ4kNSEubYHFrLPSezW1M4I72y3Faa3UIpL7XPghfOvkYiEYbmDebN3VTHZjZg8h2ljC5gs2kM3fjXg1VEapBzpKrDjts+404KQBaAEJCjZa8oZOAlARrJSoroaxC5hIVmTTomAyHNbdiyuR9TbZKWQzJLkZkgSFB+J3mDrzhwdtw/ml/iMffsgiqAxz4/z7Mt0EjBSoNKSVn9Z1wgPcCAXobVWFFoIKZBpyIQ2/+4HmBEy+m2avYCCsgOk6tL7NAwn0oKjWBCgkwba00CgNZCSKBZlKhlZROVY6rGg33LPjAalG6k+caSpHBIieLTACDIsXJP/tTjP7bIEa+cR8gC6ZLukofMg6qKJGwqRdPIJhEQhXkDO0cbSrj5yBUil0g5amolCNQqAKNyj9j1lF4Ex6XRHFPW6p6AYYUNnjReE+ihqj5bLgPrGpN4mcP/wJf+79/iqOvWB28Z7zCJKUiJJN6YhG9/QO5/Yrwz78Fq0z4IMRy32N9XyBIgFzk4Xvlguy227doYolw36thlAyN4VJYlKSCuWrEiwsvqYqGp03VvTO8F4HH//35a/Gy990dAgeRJGGzRokM3GoALkvAP5LLWIf/V6K3eafeRCtQe59/UEVt3+eawf3DGahTeyiRGBJ9me0+CMHKWfWymudn7jLqPFFQL0MBhFJ4+L1vCvN7EusWCCs4C+f15915SMELgyURFoi6qzVzNEVQzJqmLGi++2RrQZoDtoobW2GJVZ6KCqJTQnQ1ZMUOtqG/xCmC+MylrLgpVHVZkSpp8zkkbYGkLaAKATWpIKYSwAjosQydx4ZgNzTx5A+XwBqJHWd28dBfzsajbx7F5t8YwraThzE9P0ExJFGMKFgFVkIi9FRtJLveVoME0yKYloUZcE3Aab9BHw8NK/Q0Eu02C5zR9mpT/suLGGQu8ADg7mWBVCje+LmxJ5+9rgXCPIa9e8J7VPiqRqDI+IWktrjU7wVoAVFJoOCGWesCZms5K2dJYLzMkQiLrk6xrRjA5mIYhU2wsRxhjjEktuphAMDjehhP6GE8XI3gUZ1htkxw6zv+EVfd+HlsPu9lsI8/idGb78OB76/wqd/+MlqPpsB4io8c92185vCvYFsxgCXDOzG/MYXhpIulIxuxMB3DoY0tmJdMYFRNc4bTtjDgteMBfGL7K/GBpb/N1TKgV8GsNOwgG635Xhwv/GAz0UsuuKwty6jyhtBm6BlzkegFdpI3s8iso78AMnEeGokJmT9V8wFJhGWndQg0pMakyTGoumH8JCwHHm6DkQmBFKzkQsayTHdZcUXDSZay54vrO1ECorIIlRo3EXFloza/uV4jf+G8KzjAP6OmsgXAVTWEK57wh6SOztZKyp7YBQiTmuWQx00ThU2ZEgqFMdNCChv6NFYVB2DJJ+4CEbFsp7+/O3w9RKeEdOpIPsvsncL9PR0oVRVBdVnRKZ10QXSJXuVOEkTDIG9wdaw0LKu6tT2Axa0xrJueFXpM7pk6FIvSMaTCoCCF03/0F/ji0YfATnPzsZiY5msy2IRsV5henHO/Qy5RDkiuXLiijCwQpG79Ned5FvwgSiBNDbKGRpKwxG23TDHRyYMYg++NG03b2FIOw5DEkOxiTjKFhck4DlTjyEWFNiXYahNsNhqbTYFb7vg6GjsIi66/n9X+0pSrGY2Mm6ET6VyknVgCAbKySKcM0rZlamMuYNzGGoKvKYTrUWs4JS0jkE5KJNMSsuDFzzYsKDcQAxoqNxC8L4Yx3vFco5VWIcgAuEnaU3GaThzBOqqhJYEl2XbkosKobGNYFGgIAyUAQ5zIuufV16P6bzt4Iz7gZLYT5dYcHbyR4E1YndGpTUQveSiYhufXSy9tTr4/r+EXVPesGMH9DHDzqySnN9OrauwK5RJRahcGRh08nwrkgnv1vjn2Crz8HSv5OQkPJblASnHPkEAIPqyqydzXjhe1dYCPn89LarH7e4G+DCS5AL0yMgTq/vy8nxLTv32PRvaCoE7te5WpPXzt53jJBBqpMLVGcO+oy5sLiV4jOD/4grN/3lXZf1lwt9WuzXDobdD7XvdX12/cgN0qAb5OyZnt3q8sCSTCQjvDMwDBT6MiFTKWdcUmC55ELxxdgUV3DnIzdf0m9JvOXQ+1VsngoIh6pdFaZcMHF+EfUe8DyGdmfNGkxiPu+Wfs7gNQkcKYGYAhiWnKME0JuiQxaQ0sLH7zM3dh80UnMu1D657fgrWcldUWsjQQhiALC1kydSrpWDchIjSBptO8gUq6vACqgpvDs3H+ytenaGxNkHQEkmmBYraFWNOCXJcj26mQtAWKOUA1IFAOC5QjAuWQgB4QKEYFymFWiLENwOTePZk4++uzxomFUMxDlsogSVlNJUuYf5y6ACNXOhj0qVpA4XuKJCwysNt9ww3JK6/6CxxxwzbOzCvFTYC2v5olCH0Szbx41u7HMM68+QqBhQ8sDY93X8WrULBawmiJqlIodYK289bY0W31fEl0I1DmdugBTJncjX8LEzbHg8WB2G4GsUmP4LNjS2EIWFPNwRvffTuGlw+hc8tCHPKl9ehSin+8+Hp87uzrMS+ZwJpqFv54wQrMy6dweGszTh5YiznpNIZkN/Czh2QXudA4It2OkghzlcLpd70TP/nLU/jeck7gSFhxhvIMXs7WNBOuXhFQDSYQxklVuiDDZl5G1WUF6/O+oNA8DQs2JCtlkAhm9WmW5G1mVUgwNBIdqoGpk7Y04IxlYVNIr9gChSHZQZcUMmFREuHtj52Nj77nYnTe8AqgmSO4xNckovue/0T2fGZ8r05ftrIXiIaAFG78feLFf6Sf0wCWGtaKf00CnSpFIizaOkNp2MnayyG3bcZy3u5e79qMXZ1tC4ZYje6ikV/g/1t7O9yHu4nG9HjnzlgR4OyzVQJJ2wZPh2yKP7sxzqaEoWnXVWak5mZ9oQXUTo6qJrYNoCgTTHUa2DIxiDzRuGfLEuTOnyUVBnPSafxk4gg8Vs3Fxf/7cgysbOL0+6agjjgU//ueb2PjuQejWjiE9uJB2FaK4TXTgROfFNxX1l7oNs8jQDnEl7Aaskg6gvuREt6kitygO5ZDSgspCWlisGBkksUjkgqDaYHc9XeNVS203XXsUopN1Qi2m0E8pucgd832A0JjgUqQC4FXf/hSLPzOOm4gTjNQt+CKhmbTOkgBVRjYTDraE/uA+Oy+KgmJS+iwLDbf+8Jda6EBVXIvjGkQ9ICFabksv3sehFsPhaOFCQFUWmGqyDBdZiGY8gpN7JjNTeAtyfTSlizQkgW6NoOtSb97wZchmeD1H30v/vC0P8ScNz3Oc6U1QJoyXQoAlGTxDCdny+qG7pn19Ci3rvcSCy4AqSdqfMXYMxqkq7C5pJ2fQ42RwazVT6uWBKsOgs8xcaaRudAuQWoDbYqDDIMKLG7x7rm3Y96Ph5znTK9fj01RjZvPXeAh2Kiz7vm0J4TzCi/0jp8/u/ca1c4L4LXfJ1K6Jgnnx+NigydNxIsTL5lAo17R6H+9X0pO7BYx1N9c+1mgV2701QyHULHYlS7hv4tdX3vqB9yrTviSvN+0K+x+Lh5fHjsFG149CesyfWGitOS4+76CQb2NhS+p7A1qlY++LKYr63jFKSLBZl1WQZNCaZMgc+tLphUpZEIHbqYlicpd6DYZfHDu/ejME+y1QJab2xztw7teM4ffuN4MXriFda7Spqc4Q4KrGz7IUF33veRmUOkkcVWHz6OxnRfUpM2BBymuiOgmqwrpJlAOA9WAa/jOmSqjmwSTM0XAZsTSn74vQzFlSimLJLGhidq7wPqycr0J2LsQN2SFzPl5eLpMCgsLDpJX/tWnsfriOaFxXqQpLyR+ATGON13ZnrqYy8L3VSw8xayqveY3nKb3Hd4sD4A3noPLYhO4MVwKchWtpJedJ4EJnWPcNDFuWthYzYKFxE49gK5NYSFR2BQWwCPFQvze8Ep88MDv4NDh7Xjow8dhbTEfH/z0n+Jd3/1TTDsaUUkKo2kHQ7LLvieywoFqCguTMSxKJrFQFRiSFQ5KmhiSCr97xeU46MI1SO/6T4iRYUAqiFYOJMopzihAO68Ap41vU+Y++j4t9pMQPXWZ+hzgAgvP0wYASgiykFzRMFwqkopgtEIj1eiUvNgm0qKjU7SSEqVVyKRGIlmRashVM7JaAOohwRWN6w75Fv7XNf+M5q0/D9l+94ByBlPz+Ette9UMbUGhtOr2R9700tbuD917jV9w71PU86gBQJqdnNnngS+Atux+3tEpMrcZ7pgUDVmxL4VvcrcpcllizLQwIEpUkIF7Pk3WzWGWs87aVaLKCpBsqigrV90ZL0EJ2LyPAN0QSLoE3exJX5NkR2uS7GDtldVU1xnjddksrioTdNsZSqOgjcRU1cBDYwtx79hBmNA5hpIupm2GGz5wNb51+T8ilxXE+CTef9RvYeHyrUi3TGHwl1sAAMWcHLopuRKaCOimRDZOKIdFeN50kzflpunmZ0WwuQ2VFgCs6uOud5bwRrR0m7jRrIOmKnFIvg1SsIHdvGQSBgJLkh2hp8dA4HFNSCFw6rvvwcSrFnNgWpUQjYwVvYggjIEsNEggNLJ72IwphDqv+QfVKGl9z4WfayQQqn1+Q66IK2EuSaW1ChKpjVQHP5NmytK2/r4qbOKqSc6Iz4mk+ERi6tSaFAhKcHVs/k+2wTzxJAcZSrkEg+DnP2HfKVI9OVtKpXMEr1Uz0T8n8gnWLkz9Nf8MUa+iIbyHhiAkjh7mRRJ8j55/zcPvA0xtM2IgkMG6pnhACoHPbT8NW187yQaEorZx8UH5rglT76/k5/m+Kjb1JxzCfgHPiHqyse4TBACaVPAFqVxCVeMFUNGIeNZ4yfRoeI57LqrQn+G9CDhT7KgnAlxKFYInoFozrW+m8o2T/jvgshU16TtukOo/hj4ed0hbcFrUWglJ3iGUexW0oxIBvtfBhiyAQc/kxpcbPUf7fXPvgn2CcOFxZzN9InF/OFChLGAka8671315XhBglFc/8WlN/grle6otHrXXPL/cGG5uLbVCIm2Qt7MkUFiFgaR/hirdAtElJ9lJGuNWYYGyaFPpJmjLErdJwt9zlr4VXQAuIwPwxlkmArqpWPUkZ7KpVYDOpVMK4v/3jWs+2+xN9YQBEifvmU6JoIkuDAcVwrgslhtfm5JrBvRBJvU8M1JizrokiIyDiazBXPwsMWg1uLQ9K+8gEdyf4TXhm6p0WSv+LN8IyE7wPZPJ3C2eZ77tHTj8R/fwopk3mLeeM/3HU4C4TF5feDj40rnbfGUCRnKQppusg+/N6IXmao3QYJ6vJZYJztjJVzQMjJGwRYo0NdhpJLLEoJ0w/16JFlppiVZSYjBl5+JUGsxOp7Fs/GgcO/AkJm0TbdvAqQMP4ztTS3H6wH/isWouUqHxoQO+i3v/zy/w6vxJvPY9qxz1UWOdnoVD0m04ZJQN+RQIbxy6Hw9Xc3Bkuh1+X7NYpWhTiT8++TwMbV8JZClEM+eqT4sz/5QmbAQHsHuuvz9cMsE3fJPscdCFAUzTPaeONiEsB50coKDnodG0QCUhchOoho28RGUU8pQ334VO0EpLlEZhMO1vcG3bDCOqg2nrel8UB+lDsgwVTYjeRoSMgUjZvA+On70rhCVQQ7nnQgYvkHKAx1+3OKGSdDmwTqYBPcgZdkkEPUBIphT0sHFGhBKypVG2M+SDBbolCwU0swqbp4Ywb2AKXcOBlARhyjQwL5tCYVPkSsNAYlM1igPTnZi0OUZlB11IKLKYLRN8Y/UP8btvexeyOx/i6nOSAFpy4kFyJjqZKmGaKdIJA9PkXo20DVQtgXSaUIy4ykfJ59TcJNBZSEjaAiYjVLMtmmszlMe0oTe3QEMag7Pa2PjIPJx0whr8Yv2BOHzhVsxrTOE7jy7FlSfeiMtuexve/Kq78dDEQmy9/hDM2vlzdP7LCWitn0I5u4npA1JkU9b50wjohoDN0OvzMSwRa2uN09WwDT0wkAQqFFRLoyhSZBk3SE90Gxhpdpme4g0XXfX+ie5szM8m0bYZKhrBwmQcm8wwRmUbBgItEGYri0GZY82bD8DglvvZdyF1/QpNdmFnk1SNRFuYVgohBazzYuA5UIRKmM/mm4YIFCrhNtt1LZI++E244fncSgEYgdQptRkrQ//acNbFUFKw7LPsCWS0ZIkuJUhJY1gVsJBoyTZ7NggN6Z6PXCb45m1fxYlXXYYDP3efk3911QylgnAGlO9p4ISC9UIw7hz9Ghi++yqG/51wAbhPRCQ8hlC1NUFxkCElhbWyLvRSWoUmCbcp556VSZOjIauwB1AgdCnBkM8MwW3mvVkv4PYzsifb6/YvgVKbcP9ECD78/sUiVL39XCY0YJs9Y0IrwY71LU6gkBSQCQeKaWrYT0sSUhc4actJx8Lw2pZIG1T0khdAZYMs9ehv+wFobxPE+xAvoYqG68vYy2ajpxy8IHOL8H2P1Qw3ue72uz3+sd4vdqUbSVDvK5SLbSibKmFrvSe1zMeuFCmvOON5mP7n2mkG6mj4TiFz0QuSRC/bUa/IEG/cPS/ba2hrpzZjSaBrUliSXNkg77DLE4v3WLAkUbrbsksES4R3XvAdrL76lVzN0JoXBuOqGq4JVBjDVY3KQFQWsrSQxvkv1M5H1CgTXjUIljfZnmKlSpdgcw19IYMDBB8BXwb3ilLWNXtT4lRUpAsyUsvNjamFTCxUYqGUDY1/nn/LY+boMCShBAUOuIdvAPZ9RVIQMmFhiJDCRY1CMgXAkvMbqFXrjHE0mTqdrjfmPK7UT4+pw7/X1v6f3I3uJRv93/IZSWWdmgpns8MY2wSTuoGxsokp08BY1UTbZu6rEXqPpinDpM0xZlrYapqYNE38spyDMdvCmG1hu20hc42fufOVyEWFliDMU5OYrRRGpMA717wFr/+b9+Dsv7oCVJTsM5I3INKUncAbGasCNRLYLOFspqdDwCURXDbTql6w4TdSPhitUydCpaNGmwiN4G6ofHAO+MJj7yLK2r2hYAOFyt8ncg9zmRICyvdCefpcGD/qNYQH+qE7Fu2TEfw+TwvjALv2DBmEwJxf6GWtRU2JipuVWRyC/7SAdjSKyqrdVIMAOHpYb6M1bRvOXydBQQpdEuiSgfGeBpXmL617VQ5rWezCEGSh3Zzgq5wEVfnnnOcG77UjNVcuvZyzmmI6mZnIoLoCoq0wPZFDdiRWb58HlVhMFDmW/fwYHHb5dtw+eRQO+hZw80OvwEPrF4Ik8MGHVoAUIMemkO7sIt9p0NrQASmgO4t7GaziQAcEdOdyJdQ0gHKEL7AZ1cEEVjQsoAVUYmBL16DszD0HUjbMzFWFobSLpioxnHQxK22jISvu0VBTSIXGPMUqbENCY0gKPFAO4XXvuxTTn5eY/N3jOHAjF7Q5xSk4zxWbJ6EHxqPnJSFCH5+fJ/rnit1u19495OeROqh3byhpQ+9SIliNL3GSr1I4QQSpa8a1rhdwD1JvhgjnnvFHWHTNPfBGvGEjnvKzj4Rpk/y8OxloieA437du+qrNU633dQaDr964Z18KqlW1e2u8f9Yz2T8R70l1sgzN1DLUAyyJHn22Toly1EJSov/1egRY680E0PPbqL9mxe7j6enUbg+w6+kHCnitT9Oipz5la6qUES8uvGRGtb5AZ25D4jnuEkw9kZAu+Vt/MH1Wf5eN+x426H0/71rRqD11IfPhXxc9wx7+UwRjJRJhw8MI1Ho0bIKKklDRMLU/pAC30XCf5/nYfoPhGtr6TPv8+dS+woRC/e8hgcDF5A2pm1ys69MIcYzfPIkwofLl7Clo1Eum07aBLqVhY+nN+7pk8Wcj/4nfe8296Jz1Cg42fM+BtcFx1124cMyeFiQrgioskg4hbVMILkQw8uuNQ6AIucCjfh0AF2B4x1dF4f+9p4PNiLP7KbH6TtJ/EcnRZYyRwQHckgia8C1XzRhMSgwodvZtyRJDir97VJSgBF83zz+uYBDofIDTgPfmhq6ioRRntfsWGHd7aOrTtieFYCDmXcEhmc7h/SPCubl7gCoJ0hJWy56rcpmi1NxIW+gEhU54UTRMCZqdtbGtGMSCxiTGdStsDB4uFmLK5Hi0nI9J00SXMtfIXbAsNVi+ctSZkI3KDiqSGBAVRpwR3yJVIoVCS6RYu20OZt21GYdf/kuIVpOz/CkrSyFNXLaPKROQABR7pFDCajtWsTmXH/++Z0LytSGFoLID/1XbZNT18/1eH4I346lTafNmjYYkZ/dJBH18phRVzpRMh2fIz2t1UQgD3jz5hAkRcZDuTDx54yTD/dDbSFDwmAjJBL+xCoEHQiKlPk+EPiTqZV9szUuDSKCZVih0glxVKE2C8TJHJjWe7I4ilRpt0wiqWpM2x4AoUUK5Kh6hXQucyRh3j0vQ5BRXqDoFRLdgqdvJLvRAAlWY4HWSThrn/cBCEdIQ0kkKlSlPn0ymBbIJAIqplrJgKpUqgdFmF0qxAtzSY57A5PUNKFhMH6CQZpp7bnLgH9edjXxLgeLQuSjnNaGbEuvOGuKejAO4UkRKoJjLSZFkWoRnjzLX41VId29xBlwN88Z/YKSDgbzEaLOLo+dtRkenOHp0E/f1WYWRpIMNxQgqUpgyuZtTUxfEK2Q16m0uKqiS0PqjcQz/YDUH34MDLCE8xPKwSBSsU9wjJfvmxV6ChnrqUm6d8+p73rQ0NOW7OXo3irETFZGSkzKGRNiAAwi9S95h3m9eK6tQ2Z4wik848JcOVeFUCDQEBxM8ByRcvXG9WaEXg4h7NMAN7yEQh0s6KAT6JFPFes9271zc+/0DUkftf4ORne2tmf65thAcVLkeDR9Q1ZvCM8/M6Es0+ondPeN+3QTYIwQuueCotd7hXNhej1Y9UOqr2rjjryfgeifjgw0EdgNL3PZXavyY+b0AJ9VsTzEz4kWFl0yg4alSsjbB9n7H3097/6U4/E/u50xOlvY7g9e/71Lt8NnMsL7WJtDduJt9AQbcjNubbDx1iuUtewoioZIh+o16vPmZgXA+FKyjz39DclajztG0nMHnCgccV5t2nyT9MRN6zXy2xtsP2WwXbKj+Zva6UU9pFArHHe6aFNoqdEwWXFwrSqBgg442fylMUwID1tB/cOwA5N++lxsVpeANhuYv0S0huhWEM+0SlYEsjMvEuuurepOk1Cwlyb0ZQDpFrEzlXW3Rq1zY+iKJXqbab8I8X52y2j3hrqWoVTJkQk6ukTCQl2ikrC41kHIAkUndp8QD9GSK/Xfff+A9FFJhkQtCSyrkInFBIPE1IupV5XxQ5lW5/KEGHfVd78n+zFzg5mq+Fspp+8vSOXOXjmLk3Nb9+HsjOuVK5p2Ke3MmqxxtnWGibGJbOQBNEhM6x/ZqILhedylBS5aYNM2wefDBaAWFSdvEJj2KrWYIo7INKQhLkgqzVYUhaXGAakEJgTf/zgV47c/fyupHj67D1t8uYScmgUYjmL7ZwRYvxnnCG3AhYJop0yac+y8kHLWIM5qm0ZPuNLlgikEtWAWY7889HeTuPwq0Cc/PZoamhbESSlLQnVc1miSAsMnwTsBql41L4Ny7Mc8FK7V5004hhKt08eZCaFcNJHCfBtBPA631YTAH3Vc+XEK26t3//mYRlTteySak3jXeB1WVUehUfJyl21hIQeiYFCNpB1MmRyo1pLDYqoeQiwrr9Gy0bQNdSjBN3LTcpgrf/vI/Y+3/ehVz6btdiKFBYMv2YEwpJ7ugLEFju1OkMoSkzf0o3Lvl5oEukO/k4Cobc4+LANJpoJgNZFsSrjw0OKCuRi3Wb56F7qND2Dw2hO2dFp54Yg5mpdPYcYJFvnwIYk0Lr754Jf56yfeQbh5Hur0NWEI5JFHMsqgGFctEp9zXpboC7YUiXFNRAem4RDnLAIqgFnSghksIQZg1Mo1Go8JIs4tGojFZNPDQ1gWY6OZ4aGxh2JhOmhwnDq5DS5Y4Ot+AoxobsSjZiSXpdqTC4Ekzgg2mha1G4Ek9CwP/tgJ2apolXjPu7bJzRtmDIVHOpM5CFpVLyvhIme+Bcoh7NHSTqV+CuGqcdLgHJm1zhRiE0Extmha2ZUANCzFS8ue6W8hohapM3EbV51C432soKZBIg4GkQENqVKTQcJ4zvtLr58xcsMnikLSYrRQ2GIU3vvw02F8+zMp8lQaKAlSUISlHXmlOsRAEyxDLYADpxVLELowA00BwCbcZerLP/qYC9hhgsMM796EAvX5STQoShNImIQHTtY5eLCsMyAIt4RrfKUEKggE3g//9/LvxxbU/YhocfyiC6mSianuZ2rPt1OaervoUejRqex3pFOiES6T5c/PVWukp1Y4OXhkVqNQ+WEwle4M8Xe/pfoN9rTD1AlSdesn0aPgIn5tonXKPsEhhkYKrANMLJeYsXgS7dXtPxQTgbLDjo3rupt+U16k1fu33GzdBzF/sK6HuWkr2GQD/ll02EL4hTJOEJhUMbqz7DvSoNL46AwAGFCgFQjuXU889r8Ud3g+k1/DFGtsEl12r3SFeFzwca8jKAqgkSBo+ZyshpQkTqV8kvBdIRRINCBQ2wQ49AJlapKRRkkJKnJkPKhrEi8f/edlX8a/3vho//w3RMyDKUs5KV5plCSvN55awQhAcdYp8hkUJJAUFWcJQ4RG8gULaGxeS/JokZgX58fbuzjZUN2pZf+8t4UrhMuUFRAiCVNZJGO5evfKNf55zLIUNC+iQ4uAic31F7HRrQ0aySwJDTq4Rkk3akKZstJVlbvF0PN2igmm2eoGyFGFzbDKW/CTBsquqYONB3xDs72HVdb0HWkAo7nXpl3zmzK8hwFQSWbPCVNVAlhmMtDqcoXd0gNIq6EpiMC2wtTuIlw1uQ+FodYvVTkyaPNyrUyaHJYGjGhuxrpqNoxob3fmnWKA62GEzjFkTDuSH3RSfePNbIXKDAy4Z4+Aib0C0mqB2hzferulTFCVoIOfgzG0whCU26APfNzblRlebAIEu5DbkqiBUAyJka20KptClCM7BfoMFF5TDPRN1MQBPmxDuftAkMSC5X8fD1DccSrtsplei4WbXxzXh6ztP5v6MquJqTZL08ghZjwdNvimUeOPk+zOkcXxs6p0rnEeNyXrnzht3rurJSsD6DYjmz5ap7W2opA2eFB2doqEEclVhssr5frcK49RCLiuMqA66lHIQWdt8TFrCkBRo2wpf/KNP48+PuRAL/+gxrmg0WSZXeCduIRyFiiWwbaYgpGDDPi7swCaAzgU7cze5khEocXDCECCokk/YpoDc0WDp6k0tbGqnOPplG/DZH/wX0IDGxOECSUfgB7eeiNvUicA7vbIdy203t0hsfK0BYJC0JfstuPums8BVk1yvNWUEZBxwCgAysWgXKZSymC4ypIlBpgzmjk5jQXMSEoSBpHCGbgIbq1E0hMYjxQKMqDYWpTsxX0zBQOCEbBsGhIQUAnPURlSrFP71jN+E3bETQucQzSZXhrI0BN8kJewgU6fMUBo23wCrepEUkG2XnHHyvCbzz0ONXgq+b2QpQJovtLUCoqkhFEElBmlqIARCpc8bvAHAeJVjbmMaHZOiqSrMTae4AugEMjKhMaQ6wYtlQGhUBExag8OSBF9ZdRv+6+9eBKx5AiLLOLhq5qBEsX9OIlkcIU+QtCvoVhrWBT8PMF1WhJ4+AEGW2PdgemU6/iX11s9aosGvH9ZRjIkErFvzuYphMKDK4A/SUgXapoGudCIPEsiswajswAIYkgopFD646RQ8eIoEMA05NNRLmjqVKaEtbJ64cbDQTeV6h2r7F7f+CwPu5yROMOjcnbNTawtUUb9YGnCCRrA/CHt/Icx5gaFBEhWx8EdiLRpCY2A/6n2ImDm86AMNn9U10wVKSZhSBCENpNQQ7kFWgrWs83VtFE88ztUMAkRoqOTSIxkFqzVPuK4Ry0gBIzgAYX4xB5hsXMd0YZu4LI4l2IwzDky94Qyn0BYy07DawlQWKtGwlYZONIpEQygNlZRoJAWmlEWaFChUCSE0lDTYIfk4hLIwgpguLwQ0lQDZsOkW2jWbVwakFKzRzqxO9jwsHGeStHDZEWdCZwBrXHYfFJRFrCW+PopYpUcRZGJhM42qIKSNClpplInmQCQxMMogS0tAGlhh0M00EqkhpIYVFlZalEJCKJ6ghqXBiJR4g7oLK8yrIEsLUAqBFAKcsaUM7Ohq2diPTZAkjEiACuzeLSRIuoWiRJgkDQRvoIQI6kHkXV2d8qEPKI03I9PoZf8VBaoaBY0/AFOu9K4IlJgQeEgUnOWRFlVhoKRFUVZIVQmhNLQ00EmBhtCYLAiZtCDJjZ9ScXkpcfevFMCYEBiUCrrsQFHJ03gFCGmYFlRpECWgRgLqTsM0EqY5WcG0IOImTNOQIM3Xw6aA7bhNtgbIMbd0E6A2QClxu49zvibDlTLKCGhwo3OSGphpXlCtsZiuDEqdIB/inVSmDBpJiaIApCgxblgsQAqLwRYwoQUWZJ3wLBfCYFM3xYQBxgperLoEDCYETRWmhMWgIORCYqIg6Pt/iUvufgAf+8xbseBLvwCEgDASYiiHFTyAJBOIquRztBIkJIicXwA57wyN8GyQde7H4DXVelEI18RrjXtWUgJpMJ3OU6sqAqUW0ASZGZiSQMqi0dDQJUEkBlJpINEoC4Nm1kVbaqRpBUgNKwxIVmgmXZSyQiE0OrKCEQLNpMROEDIBDEvgjOQe3EfHQyYZBJVg3w4BlBpEKUik7lwFrEpApYBOWG6WjHDidNzYaRquEKIFtATQBWzVa3JnD0h+LqynaQgA2gKZ4T1aaiBSAw2g1WpDlxYkLERSIU0LbO0oSKempKXFQNrFuAC0VJgtCZUQmBAZDkpKbLYJDkskjhSEw5tPYEfRhmomQHsCIhkCdAWMTcHOGeGEQhewmYKRCWTHosoyZFMG1FLcxO/u7SqTUF2CzQSqQaC1hjC1WIBcXwcEoOdYZJMSeqRC48kU2SrgwZ1zAdGG2qiAA6ZQDghka5pY9NMuxg9tABLozhaYONTCpoRTjn4YK+47AnKrYrGFAcAogm4QaEjzWHUkQBq0U8E2LGRqoBIDQRrzBiexvdNCklZoJBUmuwqqywG7UgatbAqjSRvb24MYzcZc8FpiShI2qhSzZQeVImwlDSUEVlcDuO74RRCNDZDNBiAMhC24GNzugvJGCMAtXJZfF7CC1wpBxOuhC8St5HWDCsAAQMH3ik153gjPBSH0taENwFiozMAqg0oR8kzDCvYXstKikhZpWkLZaUx2LYbSEoXU0BBoqgLT0mBYdQDZRilLbBUJ5qtp7ACQCYumAKzQGFUtVFJDStbcFVIB3Sk26LQlkCaweQIDCygBLQhUgeeBzD0fmYD2G2nlaE9d8DyS8Hxp3Frvnw9y/VBkLVASZGogEouq5Eo3LK8LqCyqUqOTGDSyEqWqAFlBqgrdREOhQkdpCFlBCf45kwZWEKTUaAhCMVWh0gTZyGBROYlyC1Saq/MEkFCwCdNDjWV1NVu5eQ68JhC5MYWbExLAFm4+MMTzf8KJlbAPcHsBkVroygCpBSkLkWp0UzajnS4sBpMCJCt0lYZUTDk0XV8R338DDo2qL+G6r6FRPfOb9jEE7c8jOgNYv349lixZsq8PIyIiIiIiIiIi4hnwxBNPYPHixfv6MPrQ7XZx6KGHYtOmTfv6UHbDwoULsXbtWuR5vq8PZY940Qca1lps2LABQ/Xy4X6OiYkJLFmyBE888QSGh4f39eG8ZBHHYf9BHIv9A3Ec9g/Ecdh/EMdi5kBEmJycxKJFiyC9Ked+hG63i7Lutr6fIMuy/TbIAF4C1Ckp5X4XGe8thoeH48S1HyCOw/6DOBb7B+I47B+I47D/II7FzGBkZGRfH8JTIs/z/XpDv79i/wsZIyIiIiIiIiIiIiJe8IiBRkRERERERERERETEjCMGGvshGo0G/u7v/g6NRmNfH8pLGnEc9h/Esdg/EMdh/0Ach/0HcSwiIp4eL/pm8IiIiIiIiIiIiIiIXz9iRSMiIiIiIiIiIiIiYsYRA42IiIiIiIiIiIiIiBlHDDQiIiIiIiIiIiIiImYcMdCIiIiIiIiIiIiIiJhxxEDjeeD222/Hueeei0WLFkEIgW984xt9v5+amsJll12GxYsXo9ls4phjjsHnPve5vvds2rQJb33rW7Fw4UIMDAzgpJNOwk033dT3nh07duDCCy/E8PAwRkdHcfHFF2Nqauppj63b7eLSSy/FnDlzMDg4iDe96U3YvHnzjJz3/ohnGovNmzfj7W9/OxYtWoRWq4WzzjoLDz/8cN979uaarVu3Dueccw5arRbmz5+P973vfdBaP+2xPZfxe6Hi+Y7Djh078Bd/8Rc48sgj0Ww2cdBBB+E973kPxsfH+z4njsPTYyaeBw8iwtlnn73Hz4nj8MyYqbG488478Tu/8zsYGBjA8PAwXve616HT6YTfx3Xi6TET4xDX64iIZ48YaDwPTE9P44QTTsC11167x9+/973vxa233oovfelLeOihh3D55Zfjsssuwy233BLe87a3vQ2rVq3CLbfcgvvvvx/nn38+3vKWt2DlypXhPRdeeCEefPBBfP/738e3vvUt3H777XjnO9/5tMd2xRVX4Jvf/CZuvPFG/OhHP8KGDRtw/vnnz8yJ74d4urEgIpx33nl49NFH8e///u9YuXIlDj74YJxxxhmYnp4O73uma2aMwTnnnIOyLPHTn/4U//Iv/4IvfOEL+MhHPvK0x/Zcxu+Fiuc7Dhs2bMCGDRtw5ZVX4oEHHsAXvvAF3Hrrrbj44ovD58RxeGbMxPPg8clPfhJCiN1ej+Owd5iJsbjzzjtx1lln4cwzz8Rdd92Fu+++G5dddhmk7C3hcZ14eszEOMT1OiLiOYAiZgQA6Oabb+57benSpfT3f//3fa+ddNJJ9N//+38P/z8wMEBf/OIX+94ze/Zsuu6664iI6Je//CUBoLvvvjv8/rvf/S4JIejJJ5/c47GMjY1RmqZ04403htceeughAkB33nnnczq/FxJ2HYtVq1YRAHrggQfCa8YYmjdvXrjOe3PNvvOd75CUkjZt2hTe89nPfpaGh4epKIo9HstzGb8XC57LOOwJX/va1yjLMqqqiojiODxbPJ9xWLlyJR144IG0cePG3T4njsOzx3Mdi1NOOYU+9KEPPeXnxnXi2eG5jkNcryMinj1iReNXiNe85jW45ZZb8OSTT4KIsHz5cqxevRpnnnlm33u++tWvYseOHbDW4itf+Qq63S5+67d+CwBnskZHR3HyySeHf3PGGWdASokVK1bs8e/ee++9qKoKZ5xxRnjtqKOOwkEHHYQ777zzV3Oy+zGKogAA5HkeXpNSotFo4Mc//jGAvbtmd955J4477jgsWLAgvOcNb3gDJiYm8OCDD+7xbz+X8XuxYm/GYU8YHx/H8PAwkiQBEMfh+WJvx6HdbuOP//iPce2112LhwoW7fU4ch+ePvRmLLVu2YMWKFZg/fz5e85rXYMGCBTj99NP7xiquE88Pe/tMxPU6IuLZIwYav0Jcc801OOaYY7B48WJkWYazzjoL1157LV73uteF93zta19DVVWYM2cOGo0GLrnkEtx88804/PDDATAndP78+X2fmyQJZs+ejU2bNu3x727atAlZlmF0dLTv9QULFjzlv3kxw0/aH/jAB7Bz506UZYmPf/zjWL9+PTZu3Ahg767Zpk2b+jZV/vf+d3vCcxm/Fyv2Zhx2xbZt2/Cxj32sj3oQx+H5YW/H4YorrsBrXvMa/P7v//4ePyeOw/PH3ozFo48+CgD46Ec/ine84x249dZbcdJJJ+H1r3996CGI68Tzw94+E3G9joh49oiBxq8Q11xzDX72s5/hlltuwb333ourrroKl156KW677bbwng9/+MMYGxvDbbfdhnvuuQfvfe978Za3vAX333//PjzyFxfSNMXXv/51rF69GrNnz0ar1cLy5ctx9tln93GcI361eLbjMDExgXPOOQfHHHMMPvrRj/76D/hFir0Zh1tuuQXLli3DJz/5yX17sC9y7M1YWGsBAJdccgkuuuginHjiibj66qtx5JFH4vrrr9+Xh/+iwd7OTXG9joh49kj29QG8WNHpdPDBD34QN998M8455xwAwPHHH4/77rsPV155Jc444wysWbMGn/70p/HAAw9g6dKlAIATTjgBd9xxB6699lp87nOfw8KFC7Fly5a+z9ZaY8eOHXukMwDAwoULUZYlxsbG+rIkmzdvfsp/82LHK1/5Stx3330YHx9HWZaYN28eTjnllFDi3ptrtnDhQtx11119n+uVQZ5uLJ7t+L2Y8Uzj4DE5OYmzzjoLQ0NDuPnmm5GmafhdHIfnj2cah2XLlmHNmjW7ZVnf9KY34bTTTsMPf/jDOA4zhGcaiwMOOAAAcMwxx/T9u6OPPhrr1q0D8Nyua1wn+vFM4xDX64iI54aYzv0VoaoqVFW1W6ZWKRUyVO12GwCe9j2nnnoqxsbGcO+994bfL1u2DNZanHLKKXv826985SuRpil+8IMfhNdWrVqFdevW4dRTT33+J/cCxsjICObNm4eHH34Y99xzT6CF7M01O/XUU3H//ff3LSTf//73MTw8vNsmwOO5jN9LAU81DgBXMs4880xkWYZbbrmljzcNxHGYSTzVOPzt3/4tfvGLX+C+++4LXwBw9dVX44YbbgAQx2Gm8VRjccghh2DRokVYtWpV3/tXr16Ngw8+GEBcJ2YSTzUOcb2OiHiO2Nfd6C9kTE5O0sqVK2nlypUEgP7pn/6JVq5cSY8//jgREZ1++um0dOlSWr58OT366KN0ww03UJ7n9JnPfIaIiMqypMMPP5xOO+00WrFiBT3yyCN05ZVXkhCCvv3tb4e/c9ZZZ9GJJ55IK1asoB//+Md0xBFH0AUXXBB+v379ejryyCNpxYoV4bV3vetddNBBB9GyZcvonnvuoVNPPZVOPfXUX9OV+fXjmcbia1/7Gi1fvpzWrFlD3/jGN+jggw+m888/v+8znumaaa3p2GOPpTPPPJPuu+8+uvXWW2nevHn0gQ98ILxnxYoVdOSRR9L69evDa880fi8mPN9xGB8fp1NOOYWOO+44euSRR2jjxo3hS2tNRHEc9gYz8TzsCuyi1BPHYe8wE2Nx9dVX0/DwMN1444308MMP04c+9CHK85weeeSR8J64Tjw9nu84xPU6IuK5IQYazwPLly8nALt9/cmf/AkREW3cuJHe/va306JFiyjPczryyCPpqquuImtt+IzVq1fT+eefT/Pnz6dWq0XHH3/8bvJ527dvpwsuuIAGBwdpeHiYLrroIpqcnAy/X7t2LQGg5cuXh9c6nQ69+93vplmzZlGr1aI/+IM/oI0bN/5Kr8e+xDONxac+9SlavHgxpWlKBx10EH3oQx/aTYJzb67ZY489RmeffTY1m02aO3cu/dVf/VWQXa0fx9q1a8NrzzR+LyY833F4qn+/6zWN4/D0mInnYVfsGmgQxXHYG8zUWPzDP/wDLV68mFqtFp166ql0xx139P0+rhNPj5kYh7heR0Q8ewgiopmukkREREREREREREREvLQRezQiIiIiIiIiIiIiImYcMdCIiIiIiIiIiIiIiJhxxEAjIiIiIiIiIiIiImLGEQONiIiIiIiIiIiIiIgZRww0IiIiIiIiIiIiIiJmHDHQiIiIiIiIiIiIiIiYccRAIyIiIiIiIiIiIiJixhEDjYiIiIiIiIiIiIiIGUcMNCIiIiIiIiIiIiIiZhwx0IiIiIjYRyAinHHGGXjDG96w2+8+85nPYHR0FOvXr98HRxYREREREfH8EQONiIiIiH0EIQRuuOEGrFixAv/8z/8cXl+7di3+5m/+Btdccw0WL148o3+zqqoZ/byIiIiIiIinQgw0IiIiIvYhlixZgk996lP467/+a6xduxZEhIsvvhhnnnkmTjzxRJx99tkYHBzEggUL8Na3vhXbtm0L//bWW2/Fa1/7WoyOjmLOnDl44xvfiDVr1oTfP/bYYxBC4Ktf/SpOP/105HmOL3/5y/viNCMiIiIiXoIQRET7+iAiIiIiXuo477zzMD4+jvPPPx8f+9jH8OCDD2Lp0qX4sz/7M7ztbW9Dp9PB+9//fmitsWzZMgDATTfdBCEEjj/+eExNTeEjH/kIHnvsMdx3332QUuKxxx7DoYceikMOOQRXXXUVTjzxROR5jgMOOGAfn21ERERExEsBMdCIiIiI2A+wZcsWLF26FDt27MBNN92EBx54AHfccQe+973vhfesX78eS5YswapVq/Dyl798t8/Ytm0b5s2bh/vvvx/HHntsCDQ++clP4i//8i9/nacTERERERERqVMRERER+wPmz5+PSy65BEcffTTOO+88/Md//AeWL1+OwcHB8HXUUUcBQKBHPfzww7jgggtw2GGHYXh4GIcccggAYN26dX2fffLJJ/9azyUiIiIiIgIAkn19ABERERERjCRJkCQ8LU9NTeHcc8/Fxz/+8d3e56lP5557Lg4++GBcd911WLRoEay1OPbYY1GWZd/7BwYGfvUHHxERERERsQtioBERERGxH+Kkk07CTTfdhEMOOSQEH3Vs374dq1atwnXXXYfTTjsNAPDjH//4132YERERERERT4lInYqIiIjYD3HppZdix44duOCCC3D33XdjzZo1+N73voeLLroIxhjMmjULc+bMwec//3k88sgjWLZsGd773vfu68OOiIiIiIgIiIFGRERExH6IRYsW4Sc/+QmMMTjzzDNx3HHH4fLLL8fo6CiklJBS4itf+QruvfdeHHvssbjiiivwiU98Yl8fdkREREREREBUnYqIiIiIiIiIiIiImHHEikZERERERERERERExIwjBhoRERERERERERERETOOGGhERERERERERERERMw4YqARERERERERERERETHjiIFGRERERERERERERMSMIwYaEREREREREREREREzjhhoRERERERERERERETMOGKgEREREREREREREREx44iBRkRERERERERERETEjCMGGhERERERERERERERM44YaEREREREREREREREzDj+f+Z6JVEC+Z8oAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "fig, ax = plt.subplots(figsize=(10, 10))\n", "\n", @@ -378,69 +424,6 @@ "plt.show()" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Last Section\n", - "\n", - "If you're comfortable, and as we briefly used for our embedded logo up top, you can embed raw html into Jupyter Markdown cells (edit to see):" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "
\n", - "

Info

\n", - " Your relevant information here!\n", - "
" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Feel free to copy this around and edit or play around with yourself. Some other `admonitions` you can put in:" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "
\n", - "

Success

\n", - " We got this done after all!\n", - "
" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "
\n", - "

Warning

\n", - " Be careful!\n", - "
" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "
\n", - "

Danger

\n", - " Scary stuff be here.\n", - "
" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We also suggest checking out Jupyter Book's [brief demonstration](https://jupyterbook.org/content/metadata.html#jupyter-cell-tags) on adding cell tags to your cells in Jupyter Notebook, Lab, or manually. Using these cell tags can allow you to [customize](https://jupyterbook.org/interactive/hiding.html) how your code content is displayed and even [demonstrate errors](https://jupyterbook.org/content/execute.html#dealing-with-code-that-raises-errors) without altogether crashing our loyal army of machines!" - ] - }, { "cell_type": "markdown", "metadata": {}, diff --git a/notebooks/example-workflows/spy-keypad.ipynb b/notebooks/example-workflows/spy-keypad.ipynb index c801076..0df3eef 100644 --- a/notebooks/example-workflows/spy-keypad.ipynb +++ b/notebooks/example-workflows/spy-keypad.ipynb @@ -4,9 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "

\n", - " \"Project\n", - "

" + "[IMAGE]" ] }, { @@ -86,11 +84,10 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 26, "metadata": {}, "outputs": [], "source": [ - "import ipywidgets\n", "import pandas as pd\n", "import numpy as np\n", "import scipy.io.wavfile\n", @@ -102,7 +99,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 27, "metadata": {}, "outputs": [ { @@ -136,7 +133,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 28, "metadata": {}, "outputs": [ { @@ -169,7 +166,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 29, "metadata": {}, "outputs": [ { @@ -236,7 +233,7 @@ "4 0.0004 21618" ] }, - "execution_count": 19, + "execution_count": 29, "metadata": {}, "output_type": "execute_result" } @@ -248,7 +245,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 30, "metadata": {}, "outputs": [ { @@ -275,7 +272,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 31, "metadata": {}, "outputs": [ { @@ -327,7 +324,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 32, "metadata": {}, "outputs": [ { @@ -378,7 +375,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 33, "metadata": {}, "outputs": [ { @@ -425,16 +422,16 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 24, + "execution_count": 34, "metadata": {}, "output_type": "execute_result" }, @@ -459,7 +456,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 35, "metadata": {}, "outputs": [ { @@ -486,10 +483,10 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 25, + "execution_count": 35, "metadata": {}, "output_type": "execute_result" }, From daed88247b474058688663209b03627d2fb5e985 Mon Sep 17 00:00:00 2001 From: cyschneck <22159116+cyschneck@users.noreply.github.com> Date: Wed, 31 Jul 2024 13:17:50 -0600 Subject: [PATCH 12/12] edit descriptions, set to datafiles --- notebooks/example-workflows/nino3.ipynb | 13 +++--- .../wavelet-introduction/wavelet-basics.ipynb | 41 +++++++++++-------- 2 files changed, 31 insertions(+), 23 deletions(-) diff --git a/notebooks/example-workflows/nino3.ipynb b/notebooks/example-workflows/nino3.ipynb index 803f1a4..fe5207d 100644 --- a/notebooks/example-workflows/nino3.ipynb +++ b/notebooks/example-workflows/nino3.ipynb @@ -4,7 +4,6 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Weekly Sea Surface Temperature Patterns from NOAA\n", "

\n", " \"Weekly\n", "

" @@ -112,12 +111,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### Download Nino 3 data and skip the header information" + "#### Download Nino 3 data from geocat-datafiles" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 24, "metadata": {}, "outputs": [ { @@ -170,9 +169,11 @@ } ], "source": [ - "nino_url = 'https://paos.colorado.edu/research/wavelets/wave_idl/nino3sst.txt'\n", - "nino3_data = np.genfromtxt(nino_url, skip_header=19)\n", - "#nino3_data = xr.open_dataset(gcd.get('ascii_files/sst_nino3.dat'))\n", + "# Download nino3 data\n", + "import geocat.datafiles as gcd\n", + "\n", + "nino3_data = gcd.get('ascii_files/sst_nino3.dat')\n", + "nino3_data = np.loadtxt(nino3_data)\n", "print(nino3_data)" ] }, diff --git a/notebooks/wavelet-introduction/wavelet-basics.ipynb b/notebooks/wavelet-introduction/wavelet-basics.ipynb index feb0ef5..eb613a4 100644 --- a/notebooks/wavelet-introduction/wavelet-basics.ipynb +++ b/notebooks/wavelet-introduction/wavelet-basics.ipynb @@ -78,7 +78,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -101,7 +101,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Background" + "## Load Wav File for Audio" ] }, { @@ -113,7 +113,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -126,7 +126,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -154,7 +154,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -221,7 +221,7 @@ "4 0.0004 -8540" ] }, - "execution_count": 5, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -240,7 +240,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -266,7 +266,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -326,7 +326,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -343,7 +343,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 29, "metadata": {}, "outputs": [ { @@ -370,12 +370,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Important note: Only plot positive Frequencies (hz) in range of notes (200-500)" + "### Only plot positive Frequencies (hz) in range of notes (200-500)" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 23, "metadata": {}, "outputs": [ { @@ -408,7 +408,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 24, "metadata": {}, "outputs": [ { @@ -449,7 +449,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -497,7 +497,13 @@ "\n", "### What is a Wavelet\n", "\n", - "TODO" + "A wavelet is a short wave-like oscillation that averages out to zero.\n", + "\n", + "> Many signals and images of interest exhibit piecewise smooth behavior punctuated by transients. Speech signals are characterized by short bursts encoding consonants followed by steady-state oscillations indicative of vowels. Natural images have edges. Financial time series exhibit transient behavior, which characterize rapid upturns and downturns in economic conditions. Unlike the Fourier basis, wavelet bases are adept at sparsely representing piecewise regular signals and images, which include transient behavior.\n", + "> \n", + "> [Mathworks](https://www.mathworks.com/help/wavelet/gs/what-is-a-wavelet.html): \"What is a Wavelet\"\n", + "\n", + "Fourier transforms is made up of sine waves of different and various frequencies to best match a signal. However, while Fourier transforms can be used to match frequency, information about when each frequency occurs in the signal is lost. This can be overcome with wavelet analysis. A wavelet scales (expanded or shrunk) different shaped wavelets and is shifted along the signal. The scaled wavelet is shifted along the signal, which allows for a signal's frequency at each time step to be determined. " ] }, { @@ -527,7 +533,7 @@ "source": [ "### Time-Series Data\n", "\n", - "TODO" + "Time-series data is data recorded over known intervals of time. For example, time-series data for weather might track temperature every hour or every month." ] }, { @@ -544,7 +550,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 26, "metadata": {}, "outputs": [ { @@ -662,6 +668,7 @@ "source": [ "## Resources and references\n", " - [MathWorks Wavelet Transforms](https://www.mathworks.com/discovery/wavelet-transforms.html)\n", + " - [MathWorks: \"What is a Wavelet\"](https://www.mathworks.com/help/wavelet/gs/what-is-a-wavelet.html)\n", " " ] }