diff --git a/book/_config.yml b/book/_config.yml index 40358a4..0ac61af 100644 --- a/book/_config.yml +++ b/book/_config.yml @@ -52,6 +52,7 @@ latex: launch_buttons: notebook_interface: jupyterlab binderhub_url: "https://mybinder.org" + jupyterhub_url: "https://hub.cryointhecloud.com/" # Information about where the book exists on the web repository: diff --git a/book/_toc.yml b/book/_toc.yml index d301a60..861be49 100644 --- a/book/_toc.yml +++ b/book/_toc.yml @@ -53,6 +53,7 @@ parts: - file: tutorials/NASA-Earthdata-Cloud-Access/2.earthdata_search - file: tutorials/NASA-Earthdata-Cloud-Access/3.earthaccess - file: tutorials/NASA-Earthdata-Cloud-Access/4.icepyx + - file: tutorials/NASA-Earthdata-Cloud-Access/4b.icepyx-ATL06 - file: tutorials/SlideRule_applications/SlideRule_applications - file: tutorials/dask_for_geoscientists - file: tutorials/ARCOdata_writingZarrs @@ -65,6 +66,7 @@ parts: - file: contributing/workflow - caption: Reference chapters: + - file: reference/projects_supported - file: reference/glossary - file: reference/IS2-resources - file: reference/open_science diff --git a/book/img/apres_workflow.png b/book/img/apres_workflow.png index 1e505f0..daa512c 100644 Binary files a/book/img/apres_workflow.png and b/book/img/apres_workflow.png differ diff --git a/book/reference/projects_supported.ipynb b/book/reference/projects_supported.ipynb new file mode 100644 index 0000000..823d93d --- /dev/null +++ b/book/reference/projects_supported.ipynb @@ -0,0 +1,158 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "03d20480-658d-4865-b45a-f07cfeb36820", + "metadata": {}, + "source": [ + "---\n", + "title: Publications, data products, and libraries supported by CryoCloud\n", + "license: CC-BY-4.0\n", + "github: https://github.com/cryointhecloud/CryoCloudWebsite\n", + "subject: Content\n", + "venue: MyST Markdown\n", + "authors:\n", + " - name: CryoCloud Team\n", + " email: cryocloud@mines.edu\n", + " corresponding: true\n", + " - name: Community members\n", + "---" + ] + }, + { + "cell_type": "markdown", + "id": "1e0dd97f-22e0-4b8e-997f-3f82e0bf2c8e", + "metadata": {}, + "source": [ + ":::{important} Create a pull request to add your CryoCloud-supported content!\n", + ":class: dropdown\n", + "\n", + "You can find the [full documentation for updating this list here](?).\n", + ":::" + ] + }, + { + "cell_type": "markdown", + "id": "40cbba69-dc63-4030-930d-19a5ea7c0f67", + "metadata": {}, + "source": [ + "## Publications and reports" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "4bc0ca11-7a46-42d6-bd48-232940a74b75", + "metadata": {}, + "source": [ + "Abrahams, E., Snow, T., PĂ©rez, F., Siegfried, M. R. (2024). **A Concise Augmentation Strategy for Preserving Spatial Context in Tiled Imagery for Earth Observation**, *International Conference on Learning Representations (ICLR)*. [arXiv:2404.10927](https://arxiv.org/html/2404.10927v1) " + ] + }, + { + "cell_type": "markdown", + "id": "3226e610-4c90-4521-b3af-ce4c43092456", + "metadata": {}, + "source": [ + "Chu, W., Bartholomaus, T., MacGregor, J., Morlighem, M., & Walden, V. (2023). Report on the 2023 Future of Greenland ice Sheet Science (FOGSS) Workshop: Unifying Themes, Cross-Cutting Priorities, and Future Directions. [](https://www.fogss-workshop.org/s/2023-FOGSS-White-Paper.pdf)" + ] + }, + { + "cell_type": "markdown", + "id": "c7ae7d96-3246-4c5e-8d67-19a82dd40bee", + "metadata": {}, + "source": [ + "Millstein, J., Snow, T., Sauthoff, W., Scheick, J., & Siegfried, M. (2023). CryoCloud: Accelerating Discovery for NASA Cryosphere Communities with Open-Cloud Infrastructure (NASA Request for Information). *Zenodo*. [10.5281/zenodo.7662993](https://doi.org/10.5281/zenodo.7662993)" + ] + }, + { + "cell_type": "markdown", + "id": "d7a8f853-f994-4761-a9ad-517121d6f89d", + "metadata": {}, + "source": [ + "## Data products" + ] + }, + { + "cell_type": "markdown", + "id": "d053b35f-6fcd-4915-9e50-2e3d202a5741", + "metadata": {}, + "source": [] + }, + { + "cell_type": "markdown", + "id": "2cd61b54-3f46-4249-910e-0a6fc566687b", + "metadata": {}, + "source": [ + "## Open source libraries" + ] + }, + { + "cell_type": "markdown", + "id": "396b095e-badc-41d4-b54a-0e637db59e3e", + "metadata": {}, + "source": [ + "[icepyx](https://github.com/icesat2py/icepyx) from [Jessica Scheick](https://github.com/JessicaS11) and others - Python tools for obtaining and working with ICESat-2 data" + ] + }, + { + "cell_type": "markdown", + "id": "e6ba8f6d-6abb-4f1c-acdc-9324669eeaec", + "metadata": {}, + "source": [ + "[earthaccess](https://github.com/nsidc/earthaccess) from [Luis Lopez](https://github.com/betolink) and others - Python library to search for, and download or stream NASA Earth science data with just a few lines of code" + ] + }, + { + "cell_type": "markdown", + "id": "39c3509f-51c2-465c-bf53-5685b800dddb", + "metadata": {}, + "source": [ + "[FlipNSlide](https://github.com/elliesch/flipnslide/) from [Ellianna Abrahams](https://github.com/elliesch) and others - Python library that improves image tiling and augmentation for geospatial machine learning applications\n", + "\n", + "```{figure} https://raw.githubusercontent.com/elliesch/flipnslide/main/figure_1.jpg\n", + ":name: flipnslide\n", + ":align: right\n", + ":width: 60%\n", + "FlipNSlide tiling scheme\n", + "```" + ] + }, + { + "cell_type": "markdown", + "id": "05b8c11a-f51f-4291-af2a-506e2d2934d4", + "metadata": {}, + "source": [ + "[SlideRule](https://github.com/SlideRuleEarth/sliderule) and [sliderule-python](https://github.com/jpswinski/sliderule-python) from [David Shean](https://github.com/dshean), [JP Soinski](https://github.com/jpswinski) and others - Python client and notebooks that make it easier to interact with [SlideRule Earth](https://slideruleearth.io/) on-demand data" + ] + }, + { + "cell_type": "markdown", + "id": "93e4403d-022a-4ebb-b987-9be8eda4939f", + "metadata": {}, + "source": [ + "[ITS_LIVE-Downloader-Tracker](https://github.com/vdevauxchupin/ITS-LIVE-Downloader-Tracker) from [Victor Devaux-Chupin](https://github.com/vdevauxchupin) and others - a Python library for [ITS_LIVE](https://its-live.jpl.nasa.gov/) datacube downloading & tracking/strains calculation" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/book/references.bib b/book/references.bib index d588c7e..4cb76c4 100644 --- a/book/references.bib +++ b/book/references.bib @@ -1,4 +1,4 @@ -@article {Abrahams2024, +@article {abrahams_2024, year = {2024}, keywords = {machinelearning,Landsat}, title = {{A Concise Tiling Strategy for Preserving Spatial Context in Earth Observation Imagery}}, diff --git a/book/tutorials/ARCOdata_writingZarrs.ipynb b/book/tutorials/ARCOdata_writingZarrs.ipynb index 10b8573..5af6fc8 100644 --- a/book/tutorials/ARCOdata_writingZarrs.ipynb +++ b/book/tutorials/ARCOdata_writingZarrs.ipynb @@ -8,6 +8,8 @@ "source": [ "# Analysis-ready, cloud-optimized data: writing zarr directories\n", "\n", + "Tutorial by Jonny Kingslake, Lamont-Doherty Earth Observatory\n", + "\n", "This tutorial will introduce analysis-ready, cloud-optimized (ARCO) data and describe one real-world example of restructuring some glaciological data and writing to an ARCO format, zarr. The data is from an ice-penetrating radar called the autonomous phase-sensitive radio-echo sounder (ApRES). \n", "\n", "A zarr store (or directory) is an ARCO data format that is well suited for storing high-dimensional, large-volume data in the cloud. A key characteristic of zarr stores is that they are 'chunked', meaning that the data is broken up into smaller pieces. This allows for parallel access to the data, which is very useful when you are trying to access subsets of large datasets and/or process large volumes of data in parallel. \n", @@ -434,17 +436,17 @@ " title: 4x daily NMC reanalysis (1948)\n", " description: Data is from NMC initialized reanalysis\\n(4x/day). These a...\n", " platform: Model\n", - " references: http://www.esrl.noaa.gov/psd/data/gridded/data.ncep.reanaly..." ], "text/plain": [ @@ -796,7 +798,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -835,7 +837,10 @@ "user_expressions": [] }, "source": [ - "Next, let's start up a cluster, then load and process a much larger subset of the data in parallel:" + "Next, let's start up a dask cluster, then load and process a much larger subset of the data in parallel. The following cell starts and scales a cluster of cloud computers. Click on the \"Launch dashboard in JupiterLab\" button or clisk the url to open a dashboard that displays the progress of computations and other information. This slows down computations, but can be useful for seeing how your computations are progressing. To close down the cluster use \n", + "```\n", + "client.shutdown()\n", + "```" ] }, { @@ -852,13 +857,13 @@ "
\n", "
\n", "

Client

\n", - "

Client-3bffcb05-94a5-11ee-8237-fedfc22e35c9

\n", + "

Client-d705d22d-9a21-11ee-8090-125f08c085f3

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Scheduler Info

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Scheduler

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Scheduler-8742fd81-1126-4f00-bdde-c23d15dc212f

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Connection method: DirectConnection method: Cluster objectCluster type: distributed.LocalCluster
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\n", - " Comm: tcp://127.0.0.1:44687\n", - " \n", - " Workers: 10\n", - "
\n", - " Dashboard: /user/jkingslake/proxy/8787/status\n", - " \n", - " Total threads: 10\n", - "
\n", - " Started: 53 minutes ago\n", - " \n", - " Total memory: 77.22 GiB\n", - "
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Cluster Info

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LocalCluster

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45242d44

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Workers

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Worker: 0

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Status: runningUsing processes: True
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\n", - " Comm: tcp://127.0.0.1:44825\n", - " \n", - " Total threads: 1\n", - "
\n", - " Dashboard: /user/jkingslake/proxy/44609/status\n", - " \n", - " Memory: 7.72 GiB\n", - "
\n", - " Nanny: tcp://127.0.0.1:37037\n", - "
\n", - " Local directory: /tmp/dask-worker-space/worker-xrusrulx\n", - "
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\n", - " Memory usage: 257.64 MiB\n", - " \n", - " Spilled bytes: 0 B\n", - "
\n", - " Read bytes: 23.84 kiB\n", - " \n", - " Write bytes: 23.85 kiB\n", - "
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Worker: 1

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\n", - " Comm: tcp://127.0.0.1:34303\n", - " \n", - " Total threads: 1\n", - "
\n", - " Dashboard: /user/jkingslake/proxy/34319/status\n", - " \n", - " Memory: 7.72 GiB\n", - "
\n", - " Nanny: tcp://127.0.0.1:44875\n", - "
\n", - " Local directory: /tmp/dask-worker-space/worker-noj_uxzl\n", - "
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\n", - " CPU usage: 2.0%\n", - " \n", - " Last seen: Just now\n", - "
\n", - " Memory usage: 282.04 MiB\n", - " \n", - " Spilled bytes: 0 B\n", - "
\n", - " Read bytes: 26.31 kiB\n", - " \n", - " Write bytes: 26.32 kiB\n", - "
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Worker: 2

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\n", - " Comm: tcp://127.0.0.1:33765\n", - " \n", - " Total threads: 1\n", - "
\n", - " Dashboard: /user/jkingslake/proxy/34349/status\n", - " \n", - " Memory: 7.72 GiB\n", - "
\n", - " Nanny: tcp://127.0.0.1:40715\n", - "
\n", - " Local directory: /tmp/dask-worker-space/worker-ytc_vscl\n", - "
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\n", - " CPU usage: 2.0%\n", - " \n", - " Last seen: Just now\n", - "
\n", - " Memory usage: 257.27 MiB\n", - " \n", - " Spilled bytes: 0 B\n", - "
\n", - " Read bytes: 26.31 kiB\n", - " \n", - " Write bytes: 26.32 kiB\n", - "
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Worker: 3

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\n", - " Comm: tcp://127.0.0.1:33621\n", - " \n", - " Total threads: 1\n", - "
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\n", - " Nanny: tcp://127.0.0.1:36015\n", - "
\n", - " Local directory: /tmp/dask-worker-space/worker-26uxlkk4\n", - "
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\n", - " Memory usage: 260.57 MiB\n", - " \n", - " Spilled bytes: 0 B\n", - "
\n", - " Read bytes: 26.23 kiB\n", - " \n", - " Write bytes: 26.24 kiB\n", - "
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Worker: 4

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\n", - " Comm: tcp://127.0.0.1:33549\n", - " \n", - " Total threads: 1\n", - "
\n", - " Dashboard: /user/jkingslake/proxy/43931/status\n", - " \n", - " Memory: 7.72 GiB\n", - "
\n", - " Nanny: tcp://127.0.0.1:36939\n", - "
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\n", - " CPU usage: 2.0%\n", - " \n", - " Last seen: Just now\n", - "
\n", - " Memory usage: 256.00 MiB\n", - " \n", - " Spilled bytes: 0 B\n", - "
\n", - " Read bytes: 26.25 kiB\n", - " \n", - " Write bytes: 26.25 kiB\n", - "
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Worker: 5

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\n", - " Comm: tcp://127.0.0.1:39389\n", - " \n", - " Total threads: 1\n", - "
\n", - " Dashboard: /user/jkingslake/proxy/37989/status\n", - " \n", - " Memory: 7.72 GiB\n", - "
\n", - " Nanny: tcp://127.0.0.1:38275\n", - "
\n", - " Local directory: /tmp/dask-worker-space/worker-u1xyu750\n", - "
\n", "\n", - " \n", - " \n", - " \n", - " Tasks executing: \n", - " \n", - " \n", - " Tasks in memory: \n", - " \n", - " \n", - " \n", - " \n", - " Tasks ready: \n", - " \n", - " \n", - " Tasks in flight: \n", - " \n", - " \n", - " \n", - " \n", - " CPU usage: 4.0%\n", - " \n", - " \n", - " Last seen: Just now\n", - " \n", - " \n", - " \n", - " \n", - " Memory usage: 257.56 MiB\n", - " \n", - " \n", - " Spilled bytes: 0 B\n", - " \n", - " \n", - " \n", - " \n", - " Read bytes: 25.39 kiB\n", - " \n", - " \n", - " Write bytes: 25.40 kiB\n", - " \n", - " \n", - " \n", + "
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Scheduler Info

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Scheduler

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Scheduler-9478c1c0-200f-472e-b024-703a61a2dfb7

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\n", + " Comm: tcp://127.0.0.1:45921\n", + " \n", + " Workers: 4\n", + "
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Workers

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Worker: 6

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Worker: 0

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\n", - " Comm: tcp://127.0.0.1:33209\n", + " Comm: tcp://127.0.0.1:38199\n", " \n", " Total threads: 1\n", @@ -1457,7 +983,7 @@ "
\n", - " Dashboard: /user/jkingslake/proxy/33623/status\n", + " Dashboard: /user/jkingslake/proxy/40385/status\n", " \n", " Memory: 7.72 GiB\n", @@ -1465,60 +991,19 @@ "
\n", - " Nanny: tcp://127.0.0.1:42719\n", + " Nanny: tcp://127.0.0.1:34429\n", "
\n", - " Local directory: /tmp/dask-worker-space/worker-he8ryllg\n", + " Local directory: /tmp/dask-worker-space/worker-biea0mr9\n", "
\n", - " Tasks executing: \n", - " \n", - " Tasks in memory: \n", - "
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\n", - " CPU usage: 2.0%\n", - " \n", - " Last seen: Just now\n", - "
\n", - " Memory usage: 253.17 MiB\n", - " \n", - " Spilled bytes: 0 B\n", - "
\n", - " Read bytes: 19.04 kiB\n", - " \n", - " Write bytes: 19.05 kiB\n", - "
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Worker: 7

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Worker: 1

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\n", - " Comm: tcp://127.0.0.1:45537\n", + " Comm: tcp://127.0.0.1:46297\n", " \n", " Total threads: 1\n", @@ -1543,7 +1028,7 @@ "
\n", - " Dashboard: /user/jkingslake/proxy/38631/status\n", + " Dashboard: /user/jkingslake/proxy/35301/status\n", " \n", " Memory: 7.72 GiB\n", @@ -1551,60 +1036,19 @@ "
\n", - " Nanny: tcp://127.0.0.1:33827\n", + " Nanny: tcp://127.0.0.1:34543\n", "
\n", - " Local directory: /tmp/dask-worker-space/worker-2s1_7a7y\n", + " Local directory: /tmp/dask-worker-space/worker-iud2aw9k\n", "
\n", - " Tasks executing: \n", - " \n", - " Tasks in memory: \n", - "
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\n", - " CPU usage: 2.0%\n", - " \n", - " Last seen: Just now\n", - "
\n", - " Memory usage: 265.66 MiB\n", - " \n", - " Spilled bytes: 0 B\n", - "
\n", - " Read bytes: 19.58 kiB\n", - " \n", - " Write bytes: 19.58 kiB\n", - "
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Worker: 8

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Worker: 2

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\n", - " Comm: tcp://127.0.0.1:38387\n", + " Comm: tcp://127.0.0.1:45945\n", " \n", " Total threads: 1\n", @@ -1629,7 +1073,7 @@ "
\n", - " Dashboard: /user/jkingslake/proxy/36123/status\n", + " Dashboard: /user/jkingslake/proxy/33795/status\n", " \n", " Memory: 7.72 GiB\n", @@ -1637,60 +1081,19 @@ "
\n", - " Nanny: tcp://127.0.0.1:36867\n", + " Nanny: tcp://127.0.0.1:36171\n", "
\n", - " Local directory: /tmp/dask-worker-space/worker-uelpl1pb\n", + " Local directory: /tmp/dask-worker-space/worker-g892r_o2\n", "
\n", - " Tasks executing: \n", - " \n", - " Tasks in memory: \n", - "
\n", - " Tasks ready: \n", - " \n", - " Tasks in flight: \n", - "
\n", - " CPU usage: 4.0%\n", - " \n", - " Last seen: Just now\n", - "
\n", - " Memory usage: 252.79 MiB\n", - " \n", - " Spilled bytes: 0 B\n", - "
\n", - " Read bytes: 26.26 kiB\n", - " \n", - " Write bytes: 26.27 kiB\n", - "
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Worker: 9

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Worker: 3

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\n", - " Comm: tcp://127.0.0.1:38147\n", + " Comm: tcp://127.0.0.1:43923\n", " \n", " Total threads: 1\n", @@ -1715,7 +1118,7 @@ "
\n", - " Dashboard: /user/jkingslake/proxy/34271/status\n", + " Dashboard: /user/jkingslake/proxy/42609/status\n", " \n", " Memory: 7.72 GiB\n", @@ -1723,60 +1126,19 @@ "
\n", - " Nanny: tcp://127.0.0.1:46463\n", + " Nanny: tcp://127.0.0.1:46399\n", "
\n", - " Local directory: /tmp/dask-worker-space/worker-wmkh3k_e\n", + " Local directory: /tmp/dask-worker-space/worker-lwld_eqs\n", "
\n", - " Tasks executing: \n", - " \n", - " Tasks in memory: \n", - "
\n", - " Tasks ready: \n", - " \n", - " Tasks in flight: \n", - "
\n", - " CPU usage: 2.0%\n", - " \n", - " Last seen: Just now\n", - "
\n", - " Memory usage: 256.22 MiB\n", - " \n", - " Spilled bytes: 0 B\n", - "
\n", - " Read bytes: 19.54 kiB\n", - " \n", - " Write bytes: 19.55 kiB\n", - "
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\n", @@ -1786,6 +1148,10 @@ "\n", "
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\n", + "\n", " \n", " \n", "\n", @@ -1793,7 +1159,7 @@ "" ], "text/plain": [ - "" + "" ] }, "execution_count": 10, @@ -1803,8 +1169,8 @@ ], "source": [ "from dask.distributed import Client\n", - "\n", - "client = Client(\"tcp://127.0.0.1:44687\")\n", + "client = Client()\n", + "client.cluster.scale(10)\n", "client" ] }, @@ -1839,14 +1205,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 150 ms, sys: 54 ms, total: 204 ms\n", - "Wall time: 13.1 s\n" + "CPU times: user 1.84 s, sys: 237 ms, total: 2.08 s\n", + "Wall time: 13.3 s\n" ] }, { "data": { "text/plain": [ - "0.5000024450518983" + "0.5000123141607709" ] }, "execution_count": 12, @@ -2254,17 +1620,17 @@ " title: 4x daily NMC reanalysis (1948)\n", " description: Data is from NMC initialized reanalysis\\n(4x/day). These a...\n", " platform: Model\n", - " references: http://www.esrl.noaa.gov/psd/data/gridded/data.ncep.reanaly..." ], "text/plain": [ @@ -2818,7 +2184,7 @@ " level_desc: Surface\n", " statistic: Individual Obs\n", " parent_stat: Other\n", - " actual_range: [185.16 322.1 ]" + " dtype='datetime64[ns]', name='time', length=2920, freq=None))
  • long_name :
    4xDaily Air temperature at sigma level 995
    units :
    degK
    precision :
    2
    GRIB_id :
    11
    GRIB_name :
    TMP
    var_desc :
    Air temperature
    dataset :
    NMC Reanalysis
    level_desc :
    Surface
    statistic :
    Individual Obs
    parent_stat :
    Other
    actual_range :
    [185.16 322.1 ]
  • " ], "text/plain": [ "\n", @@ -3025,7 +2391,7 @@ "user_expressions": [] }, "source": [ - "## Structure of an ApRES survey\n", + "### Structure of an ApRES survey\n", "The structure of an ApRES survey can get quite complex. The figure below depicts one possible structure of a so-called unattended survey (the details do not matter here, but ApRES can be operated in attended and unattended modes and the structure of data varies between the modes). \n", "\n", "![ApRES data structure](../img/ApRES_data_diagram.png)\n" @@ -3038,11 +2404,16 @@ }, "source": [ "\n", - "### Chirps\n", + "**Chirps**\n", + "\n", "The radar emits individual 'chirps' which each generate a 40,001-element-long time series of data. The chirps are emitted at a rate of 1 per second. \n", - "### Bursts\n", + "\n", + "**Bursts**\n", + "\n", "The chirps are grouped into 'bursts', which each contain a user-definable number of chirps, which in the data below is 20 chirps. The system is setup to perform bursts at regular intervals. The data below has a burst interval of 15 minutes.\n", - "### Attenuator settings\n", + "\n", + "**Attenuator settings**\n", + "\n", "The ApRES has user-definable attenuator settings which are chosen during installation to ensure the signal is not too strong or too weak. Typically we choose more than one attenuator setting and cycle through them during each burst. So for example, if we have 3 attneuator settings, and 20 chirps per burst, per settting, the sequence of chirps would be 20 chirps using attenuator setting 1, followed by 20 chirps using attenuator setting 2, followed by 20 chirps using attenuator setting 3, followed by 20 chirps using attenuator setting 1, and so on.\n", "\n", "This complexity leads to a four-dimensional dataset: 1) the time of each burst, 2) the chirp number within each burst, 3) the attenuator setting, and 4) the sample number in chirp. A typical workflow for processing datasets collected by such a survey is through nested for-loops and it is a major challenge keeping track of which chirp belongs where. \n", @@ -3057,7 +2428,7 @@ "user_expressions": [] }, "source": [ - "## Load raw ApRES data\n", + "### Load raw ApRES data\n", "Raw ApRES data are stored in files with an extension `.dat`. First we install and import the xApRES library:" ] }, @@ -3202,7 +2573,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -3592,7 +2963,7 @@ " longitude (time) float64 -49.55 -49.55 -49.55 ... -49.55 -49.55\n", " battery_voltage (time) float64 13.89 13.87 13.94 ... 13.85 13.84 13.84\n", " temperature_1 (time) float64 2.031 0.4609 508.9 ... 1.641 0.2656 510.9\n", - " temperature_2 (time) float64 5.195 3.039 3.234 ... 4.805 2.25 0.6797
  • " ], "text/plain": [ "\n", @@ -3955,7 +3326,7 @@ " temperature_2 (time) float64 5.195 3.039 3.234 ... 4.805 2.25 0.6797" ] }, - "execution_count": 21, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } @@ -3993,7 +3364,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -4002,7 +3373,7 @@ "1.632827896" ] }, - "execution_count": 22, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -4022,12 +3393,12 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 22, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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bNk1Lly7ViBEj9Pjjj6uoqEgnn3xyh+5p4sSJrZ5n0KBBOuCAA1ru1cHBwcHBYWeCcw45ODg4dAD//ve/9cwzz+g73/mOgiDQ+vXrJW2pSLZgwQLdcccdmjt3bqu/6d27t/bZZ592+xs4cKCkLYfWz+Lpp59WKpXSihUrWpWS9n1f48eP14cffqjLLrtMe+65p7p37y7f97XffvttN81oKyorK9v8lkwm0d9+7nOfQykqsdj2M5ivuOKKVg6ZQYMG6b333tMLL7ygm2++WQ888IAaGhpahJJ931cqldL69etVXFysZDKZ8R4+i7Vr17brHPjsb1tTwrbq4HwWW59tq+bPgAEDsr4Xqf0qUFvvZe3atS33sn79ehUWFrbbx2d1pj6N448/XqlUSr/61a/0ne98R77v68tf/rJmzZqlQw89tEP33B5eeOEFjR8/XgcddJB+9atftei9PPTQQ5o9ezYaV9vC1m8xbdo0TZs2rd02n30Hnx3fW8dKR+7juuuu03nnnafTTz9dV155pXr16qV4PK7LLrtM//jHPzL+fU1NjYIgaLdSXf/+/SX937feimyq2tHKbh1NzTzuuOP0i1/8Qs8999x2nUOVlZVqaGjQ5s2b1a1bt1b/tm7dOo0ePbpD19/6bj47RxOJRJvv/NFHH+mRRx7ZZhre1nHy8ccfq3///hnXqG1hW2vIq6++2qH+HBwcHBwcwoRzDjk4ODh0AHfccYeCIND999+v+++/v82/33nnnZo1axY+iPXv318jR47UkiVL1NDQ0Ip9svXQt3HjxlZ/8/rrr+vVV1/VwoULW0XO//3vf3fgibLHuHHjtHTp0oztJk2a1K4ezFacdtppOuKII1r+e+sB/s0331QQBDryyCPb/M2qVatUUVGh66+/vpXgM0VlZaWqq6vb/P7Z37aya+6//34NGjRom/1tFSH+3//936zvRVK7ukRb72XrwXerqPJWTZvPorS0dLvXOOmkk3TSSSdp06ZNeuaZZzR9+nQdccQR+uc//7ndZ8sG9913nwoKCvToo4+2GsOdESHeiq3f4qKLLtJRRx3VbpvPf/7zWfebTCbbFXr+rKPm7rvv1kEHHaRbbrml1e+EPSdJFRUVisViWr16dZt/2yqS/Vk2VzYsm+3pEX0aCxYsaFdcORO2OoIzOVK2ag39/e9/b1W5sbq6Wp988olGjRqV9bWl/5sH1dXV2mWXXVp+T6VSbb5Vr1699IUvfEGzZ89ut6+tzrjevXvr2Wefle/7HXIQbWsNac/p7uDg4ODgEHU455CDg4NDlkin07rzzjs1dOhQ3X777W3+/dFHH9W1116rxx9/vJXTIxMuueQSTZw4UVOnTtVNN92U8WC49d8/y5z55S9/ia/ZGVillfXv37/lsPZpfP3rX283PeOYY47RkCFDNHfuXH3uc5/jN/wpjB07Vg8//LA++uijFtZOOp1uIwo8YcIEJRIJvf3229tN8Rk+fLiGDh2qO+64Q1OnTs2azbRhwwY9/PDDrdKg7r33XsViMf3Xf/2XJOmII47Qfffdp3Q63erQnS26d++uww47TE1NTfr2t7+tN954w8w55HmeEolEK6dofX297rrrrjZtt8VQ2xa75/Of/7yGDRumV199taVEugUGDx6s1157rdVvTz75ZBtnrOd5bb7ra6+9puXLl7cw/7Z3/927d9e+++6rBx54QPPmzVNxcbGkLUy4u+++WwMGDNDw4cM7/ByWaWXt4de//rWkzCXmv/71r6uoqEgLFy5sNU63VmD79re/3aHrH3TQQZKke+65pxX76Le//W2bCmRHHHGE/vjHP2ro0KGqqKjYZp+HHXaYFi1apIULF3YotWzRokWaOnVqy1q8cuVKLVu2TCeccELWfTk4ODg4OIQN5xxycHBwyBKPP/64PvzwQ1111VUtB5ZPY9SoUfrFL36h+fPnZ+Uc+sEPfqA33nhDs2fP1quvvqoTTzxRw4YNk+/7WrVqVcsBeytDZPfdd9fQoUN14YUXKggC9ezZU4888oiWLFli8pyZ0BGWRjaoqqpqN21ja7np9t49xaWXXqqHH35YBx98sC6//HJ169ZNN910U5vqXYMHD9YVV1yhSy65RO+8846+/vWvq6KiQh999JFeeOEFde/evSUl7qabbtI3vvEN7bfffjr33HO166676v3339ef//xn3XPPPdu9n8rKSv3oRz/S+++/r+HDh+uPf/yjfvWrX+lHP/qRdt11V0lbnGL33HOP/vu//1tnn322vvKVr6igoED/+7//q6eeekrf+ta32mVZSVuqPBUXF2vMmDHq16+fqqurNXfuXJWXl28zZe7TePrppzV27FhNnz693bLvW3H44Yfruuuu08SJE3Xaaadp7dq1mjdvXrvOsj333FP33XeffvOb32i33XZTUVGR9txzTw0dOlTFxcW65557tMcee6ikpKTFgfjLX/5Shx12mCZMmKATTzxRu+yyi9atW6d//OMf+tvf/rbNSoHbw/HHH6/LLrtMl19+uQ488EC9+eab+sUvfqHy8vJW7Y444ghdeeWVmj59ug488EC99dZbuuKKKzRkyJBWzonS0lINGjRIf/jDHzRu3Dj17NlTvXr10uDBgzV37lwdeuihGjt2rKZNm6bCwkLdfPPNev3117Vo0aIO6/FI2mbKara499579cADD+jwww/XoEGDtH79ev3ud7/TfffdpxNPPFFf/OIXW9ouXbpU48aN0+WXX96iC9azZ09deumluuyyy9SzZ0+NHz9eL774ombMmKEf/vCHGjFiRIfua4899tBxxx2nG264QQUFBTrkkEP0+uuva968eSorK2vV9oorrtCSJUt0wAEH6KyzztLnP/95NTQ06L333tMf//hH3XrrrRowYIB+8IMfaMGCBTr99NP11ltvaezYsfJ9X88//7z22GOPFj25bWHNmjU68sgjdeqpp6q2tlbTp09XUVGRLrroopY2v/71r3XyySfrjjvuaHEarVy5UkOHDtWkSZM0f/78lrZbnd07iv3p4ODg4ODQCiGKYTs4ODjslPj2t78dFBYWBmvWrNlmm2OOOSZIJBIt1bAkBWeccQbq/5lnngm+//3vBwMGDAgKCgqCbt26BSNGjAh+9KMfBS+99FKrtm+++WZw6KGHBqWlpUFFRUXwve99L3j//ffbVEvaVpWskSNHtrn+pEmTgkGDBqF7DQMW1cqCIAj++te/Bvvtt1+QTCaDqqqq4Cc/+Ulw2223tXlPQRAEDz30UDB27NigrKwsSCaTwaBBg4Lvfve7wRNPPNGq3fLly4PDDjssKC8vD5LJZDB06NBW1ZW29x2efvrpYJ999gmSyWTQr1+/4OKLL25Tlau5uTmYN29e8MUvfjEoKioKSkpKgt133z2YPHly8K9//atVn5+uBHbnnXcGY8eODfr27RsUFhYG/fv3D44++ujgtddea/Ne2qtW9sgjj7SqzLc93HHHHcHnP//5IJlMBrvttlswd+7cYP78+W2e+7333gvGjx8flJaWBpJajblFixYFu+++e1BQUNDmG7766qvB0UcfHfTp0ycoKCgIqqqqgoMPPrjVvW19zy+++GK7z/bUU0+1/NbY2Bicf/75wcCBA4Pi4uLgwAMPDF555ZU2FaoaGxuDadOmBbvssktQVFQU7L333sFDDz3U7nx54okngr322itIJpNtKmn95S9/CQ4++OCge/fuQXFxcbDffvsFjzzySKu/39b97wgsX748GDduXFBVVdWy/nz5y18Obr755pZqcFux9X22N8d+9rOfBcOHDw8KCwuDXXfdNZg+fXrQ1NSU8frbqlYWBFu+wXnnnRf06dMnKCoqCvbbb79g+fLl7VaW+/jjj4OzzjorGDJkSFBQUBD07NkzGD16dHDJJZcEGzdubGlXX18fXH755cGwYcOCwsLCoLKyMjj44IODZcuWtbTZVrWyu+66KzjrrLOC3r17B8lkMvja177WZo3e+i0/XSXu3XffbbeS46BBgyK99jo4ODg45Da8IABqog4ODg4ODjshPM9rYYXE4/FOMTPyAalUSkuXLtUhhxzSqire+eefr0WLFulf//pXh6qxOThQzJgxQzNnzlRzc3OryoUODg4ODg4OXYuOlWdwcHBwcHDYSXDllVeqoKBA1157bdi3Emm88sorLek6n8VTTz2lyy67zDmGHHYYCgoK2qT2OTg4ODg4OHQdHHPIwcHBwSFn8dJLL7X8/4EDB7ZbMt5hC+rr6/XGG2+0/HcmMV8Hh67Ahx9+2FK9LR6Pa6+99gr5jhwcHBwcHPIDzjnk4ODg4ODg4ODg4ODg4ODgkMfIq7Sym2++WUOGDFFRUZFGjx6tv/zlL2HfkoODg4ODg4ODg4ODg4ODg0OoyBvn0G9+8xudc845uuSSS/Tyyy/ra1/7mg477DC9//77Yd+ag4ODg4ODg4ODg4ODg4ODQ2jIm7SyfffdV3vvvbduueWWlt/22GMPffvb39bcuXNDvDMHBwcHBwcHBwcHBwcHBweH8JAI+wZ2BJqamrRixQpdeOGFrX4fP368li1b1u7fNDY2qrGxseW/fd/XunXrVFlZ6UohOzg4ODg4ODg4ODg4OHQ5giDQhg0b1L9/f8ViuZ3409DQoKamJpO+CgsLXZXVLJEXzqFPPvlE6XS6TZWavn37qrq6ut2/mTt3rmbOnLkjbs/BwcHBwcHBwcHBwcHBYZtYtWqVBgwYEPZtdBkaGho0ZFCJqtekTfqrqqrSu+++6xxEWSAvnENb8VnGTxAE22QBXXTRRZo6dWrLf9fW1mrXXXfVoJunKVacNLmfINjxDCTPY1mEYdybg4ND50DmN53bdK0IC3iNgu38dOZ2+JqgL0nyEj5rF2Pfwk/DaCJ9DnZ7HIbBTi/Gbi7w4UXheA9rXgQ+3ZND2LuN310sDt8xtWfgfKSvjpLHAzh/yLqCvz/9/HQYGw8n6/lD1+RY3Hoxywzz9TisjwZfHdnPYnDPi8E9j4J+C2uhFTpvyTj26xv1wTk/VWlpaWdvK9JoampS9Zq03l0xSGWlnTMa6jb4GjJ6pZqampxzKAvkhXOoV69eisfjbVhCa9asacMm2opkMqlksq0TaPm4+zo9WB0c8hGxEPTvffPTrcPOBstxF4NGd9xze0RnkKan6hDgvm3HEcYeILl9oDPIp29m/az0Geh13TjueoQ13gnqNqRVcU5bokOuoqw05s7bISEvnEOFhYUaPXq0lixZoiOPPLLl9yVLluhb3/pWVn39eNU4FXQvtL5FBwcHBwdJfhCOMRDzMhveCdBmS18s/JiMpVC7Rp9t1QUxGxr2VvQoqEft0jDynfLjqF1dKnOEb11jN9RXSUFj5kaSGtIFqF0KMpF8+E4SkAFFr0tRlMg89hpSbNz50Gla38zeMUVYTOgUXKPofCyMZ27XLdHM+qLXhGsP/bbFcXZ/CY/dXwFea1m7TenMjP9muD5tTtmeAUoKGkz7o+ssHcd0TJH+1jcWo74a0mztofOiKM7GeyFsF4MsrgR8d3GwljVtbJL0DuovF5AOfKU7yeSKcqApysgL55AkTZ06Vccff7z22Wcf7b///rrtttv0/vvv6/TTT8+qn43NSRU0O+fQzgJqoDu0BTUK6SZJ+8sFUCdCGKCOi7D6o3OWtmuChnJ9KvPBdVMTW/vJwTsb0ENm7+JNptetaWIOGPotqMFf15jZOUSvWb2RUfDjMI0hAQ7yXQG6ptB1dkNz5sNy3Hgdi0NHGF1TsKPOeO+h36IJjvdNTZm/xUY47qjDrBgequk7pmveBvCsYYF+1wL4LRrh91+1oQdqR+dPEfy21DFN56OlvU2dPnRP2Qz2d0kqKWAiyPTd+SloR4N33NycN0d2SZKvQD5Opdx2Hw7ZI29G2ve//32tXbtWV1xxhVavXq1Ro0bpj3/8owYNGpRVP6tqeyiewaiyzKmOOnvQ+mAYdZ2TMECdL7kA6/FunT9O0ZRmDgnriDaZP74x84GCfgs6BqwP6cUFmQ83fbpvNL0mfcd0nf2kgTlzKOphIKQZjim6lpEIPmFbSNzpk4baEH7AzCbMpsJaGLZaYeS9UOdQWI7/MNbPbFAAD5Dk0E8dA2k4F9fXMwZHI2SPFYH1MxvQ5zUdA2zbViply+Kjz0qDBNQp1ezv+MAOdqx6kGUKAgnZoAE6keg8o+xLMgbSmxkL1sGhs8gb55AkTZkyRVOmTOlUH0N7rt2haWX55BhwyG1YOhKjzgizdppShPFeos4Is6R/N8H0LgoalaftaNSTjs+yQmaMWju5SH+YYWbMgLRGGFF5Cnpv1s9g/axhrccUaLwbr7N+YTjrtjUDjsLScYGvGfG90Xo+knlmnZpN9zzr/YLuyeVFdmtPKsgv55BvoLLldLo6hrxyDlmgPpVQM/Qs70g4J5KDQ3RAc/kpon64iTKoUUiMPWsnCIU9i4v1R9MnrO+P9JeGcyxX9sYwDppRd8I7tIV52rDx/LE+3lo6fzeFpHdHEXU7gLxj6+9PbS367ihbMgzWYgoy0nMF6SBQupP0/87+fb7COYeyxNsf9VKsmyuH11WwXnAdHMKAdRlWCh+kxuRb6ib9FmTtCe3dGVc6tk5RCqM/avNZz0XrPcq8dLLhtzDfj2l/1vMsn+yKHEn1t1y3JVbKnGrXhpbOmAvDOKwtFPr94olwNOUI0ptthcsdHLYF5xzKErtUrleie3QF9RwcHBy2h3xzwFoebqKcApQN8m0M5AKinqLi0HFEfb2wRJTZL/n0HXIFUR5Pki3bOFXYmEe1ypwgdZhwzqEsUddYrHjcOYccdhzyjemRC3CH79xEaFH0HDFwLB0c1u/EOV8cwoIla9HtPe3D2VFtYc34jOo1cwXp5vx6J74CpZ1zKBQ451CW6Nt9gwq655comIODg8OOgvUhPRccK1GPjjo4ODg45DcISyZX9rIwnqM51qRXd/hVHfIRzjmUJVZvLFPcz33mUK4s4A4ODvkNy1SBfFsXXZqFgyVyJS0zDFhrU3khvWL6HGHdn0PXIp8quVoj30rZu7Sy8OCcQ1kiGU8pkcgvxfjtwVE/HRw6DpcCkN/It5LdDg75hFw4kOYK3NroQBDlOZuORVcsuyvgqpWFB+ccyhKJeFoJWN7XwcHBIWrIN4eUc2C3hTsoOYSRAhLlg5eDQ77tjQ5tkYjw3phKpMK+BYc8gXMOZYlkPKVE3DGHHBwcHByihVw5fOeC8yrq3yIewu0VwPLkUX93Dg4ETnzZwRJenjGH/P/8r7N9OGQP5xzKEhsai1y1MgcHB4ccAxHCzgVx62wQdV0Sh7ZwVdccHLoWjmHU9XCVQdsi3RT2HexYpA2qlXX27/MVzjmUJfboWa3CksKwb8PBwcHBwcHBoRX8IBb2LTg4ODg4GKMp2aSXw74Jh7yAcw5liWXvDlWsW1HYt+Hg4JADcAyJ6ICwZEL7XvS6IQW0KcMIvz83LxwM4dJ7dgCiTqYBn9YxgnIX5nM7hKHib27Y8RcNEelgy/8624dD9nDOoSyxW9XHSnR3aWUOuY9c0P2IOpy2hkMYiPq4i/r95QvC+g5OCLvjcPu2g0NuIrWpUSvDvokdiKhrDn3zm9/UK6+8ojVr1qiiokKHHHKIrrrqKvXv37+lzfvvv68zzjhDTz75pIqLizVx4kTNmzdPhYXRzkByzqEsEfcCJTwnceXg4NB5OEO+LZxmStfDjbuOI58cDQ4ODg4OEUHMnT2jhLFjx+riiy9Wv3799MEHH2jatGn67ne/q2XLlkmS0um0Dj/8cPXu3VvPPvus1q5dq0mTJikIAt14440h3/324ZxDWeJ/VlUpVuzSysKGo387ODhYAqUUhLbsUIdExPPPKMJ4z25L6Tish1O+fYsoOxzDsrXcmMpvRHhKhAW/Pr/Synx5SndyIHRlsPHcc89t+f+DBg3ShRdeqG9/+9tqbm5WQUGBFi9erDfffFOrVq1qYRNde+21OvHEEzV79myVlZV12b11Fs45lCWG7rLGpZU5ODg4ODg4bBOOYeTg4OCwcyHKrNrUpkatCvsmdiD8YMv/OtuHJNXV1bX6PZlMKpm0O8uvW7dO99xzjw444AAVFBRIkpYvX65Ro0a1SjObMGGCGhsbtWLFCo0dO9bs+tZwzqEs8c6HvZ0gtYODg0M+wthudEK57SPKwrB59S3C+gx59IopojwndgqEMqasGZ8OXQ7jaWa5X+Qbc8gSAwcObPXf06dP14wZMzrd7wUXXKBf/OIX2rx5s/bbbz89+uijLf9WXV2tvn37tmpfUVGhwsJCVVdXd/raXQnnHMoShcXNihfHw74NBwcHBwdD5IJ5nk8HSGsnTT69OwcH8wUvB6YPXVOivlZYP0eU30uU780a6SAV9i3sUKQN0sq2/v2qVatapXFtizU0Y8YMzZw5c7t9vvjii9pnn30kST/5yU90yimnaOXKlZo5c6ZOOOEEPfroo/L+U8LVa6eUaxAE7f4eJTjnUJZobkgoHYvga4v2OHNwcHAIBxH2+uSCwZp3iPB4cnAIa03JCUZd1JfjHHjFuYIwWL9+QwTPnl0IS+dQWVkZ0vg588wzdcwxx2y3zeDBg1v+f69evdSrVy8NHz5ce+yxhwYOHKjnnntO+++/v6qqqvT888+3+tuamho1Nze3YRRFDfk10gzgN8elJscccnBwcNgpEGUHDDUcI/wIDg4ODoH1ImWtre8cKw4hwHJeBKmYWV8O7WOrs6cjCIIti0xjY6Mkaf/999fs2bO1evVq9evXT5K0ePFiJZNJjR492uaGuwjOOZQtYsGW/zk4ODg47ASwXK+j7qWJeGUht3XmJlxlKQdr4DEFG6JmbuC1j6jve5aI8BjIs7OnH3idLuzQVYUhXnjhBb3wwgv66le/qoqKCr3zzju6/PLLNXToUO2///6SpPHjx2vEiBE6/vjjdc0112jdunWaNm2aTj311EhXKpOcc8ihs8inPSMs5Mp+YDlWcuWdOOxkiLpQB+wv6lH5XJjfufAM7vs75BWcQZv3iLIWTJRZ0F0Ay7QyaxQXF+uBBx7Q9OnTtWnTJvXr109f//rXdd9997XoGcXjcT322GOaMmWKxowZo+LiYk2cOFHz5s3rknuyhHMOZQtPbv9w2LFw460t3DvpeuTKAS3SYyVXXrIxIv3NIHLhGcKCe3cO1nBjymFnR54xh6KMPffcU08++WTGdrvuumurCmY7C5xzKEskVicVK2pf5dzBQZIzQhzCQz7ZDuakG/DyjCN3ATX2XNqWgzGirB9Mp1mUn0EK5zkiTy4I6/7IO476u7NmfFpfN8rIgXfiNfg7/qIhIq2Y0uqczlLa6F7yDc45lCUKh9cp3q0x7NtwcHBwcAAIcsGwddjp4CrROTjsXMinsugOOx/SmxvCvoUdisBAc8jN1Y7BOYeyxObaIsWaisK+DQcHBweHHQ1nZ7SPMBxwzunnEBZygdoUZQaPFJocWyiI8DDJCuQd58qzhgC/Puw7cMgXOOdQlijo3qR4N5tygjRK4eDg4ODgkC9w0b6IICwTJeqOi3xCrkxF923zGzkwjtOxprBvYYciyoLUuQ7nHMoSfiompWycQw4O+QTiDHWHQgcHh+gLpzg4OOQrciVVOdKFuagcX4SfwRp+czzsW9ihSAcxpYNOag7lyFzd0XDOoWyxulgq2nnTypzN7RAW3Brt4NC1CI2MGkKqiPVeht+d9bOG1V+UEVbqUT4h6uMkwgLCeVc0ynKxtXb6UJ2okNYKuq+g+8svySGHEOGcQ1ki6NOgoFvYd+GA4YxHB4fWyDfDliKEtSKfop7WcK/OwSE6iDqbxnKtjfijOkQIpmMlzwSpfXnyO1mtzHeztUNwzqEs4W8slNKFYd+Gg0N0YBoaMb6mNRz1Lr9hPdZzRXfOzQsHS1jPi3wan7myplDk21obZUTZxguNamoHvz6/CrM7zaHw4JxDWcLr3iyvOL/yPh0cHBwcdgJNLHf+cXDYCRHGuuIWCweHnQpBfjmHHMKDcw5liSAdU5A2EqS23JvzSY8gGzibq+uRC+/YzR8Hgqg7h4wR9VQRBweHjgKuZW4NaIscYKE47HwImvOrGJKNILWbWx2Bcw5liSDlKUjl1wHBwcHBwUE5omqZRX8ODg4OuQDLpdutn7kL92kjgy2aQ52buJ39+3yFcw5lCa/Al1fgh30bDg4ODg47GnlmZ3ghHYIin76XLwjroBThSlVdAjfcHRxaw1UsbAMv7c6eDjsGzjmULeoTcq/NwcHBIceQC2m+xoZyaGdqS6eUczR1HLki/J9PTA833juOqI+TXPi2UReajjLq8+vs6SumtKtWFgrya6QZwOveLK+bE6R2cHBwcOgcwmLmODg4ODg4OOxEiDeFfQc7FE5zKDw451CWKHqrSPFkUdi3ER1Efd5ZBhWi/qwU1qwGJ+ac14i6HA4OLJJ2UWf6WOtVhrVWWF4zV5ALAfJ8+2aWiPo+G9b4NFx7zEkoUf9mEGHEMPKJECSxd5xuzLOX4hAanHMoS6RKJD+DbyiMRc36gObg4JCbCMv5kgskmajrUdNDhvl+YXwIQveXK5oUUXY4Wt9brnyzKIMWIXPvuA2ivkeF9s2iPFaivH4aw8+vYmXyFZPv0spCgXMOZQmvWYq5rDIHBwcHh07C3PlCQR16YelfkvuLsBGfFaL8HGExKRw6DmMHcc4gDOZQriAHxop1gMUc5LrpLr+LSCEdeEp3clJ29u/zFZF2Ds2dO1cPPPCA/ud//kfFxcU64IADdNVVV+nzn/98S5sgCDRz5kzddtttqqmp0b777qubbrpJI0eObGnT2NioadOmadGiRaqvr9e4ceN08803a8CAAVnfU3MPX+lipxjv4ODgsFMgBwxbBwcHBwcHS7iMg50LvquU7bCDEGnn0NKlS3XGGWfoy1/+slKplC655BKNHz9eb775prp37y5Juvrqq3Xddddp4cKFGj58uGbNmqVDDz1Ub731lkpLSyVJ55xzjh555BHdd999qqys1HnnnacjjjhCK1asUDyeHQ0o1uwpFrdZKS0XXLfIOzg4ODiYIuo6IjmAvGNwODjkC3IkjdL09qK+3kX5W6SifHP2SBtUK0tHfsBFE5F2Dv3pT39q9d8LFixQnz59tGLFCv3Xf/2XgiDQDTfcoEsuuURHHXWUJOnOO+9U3759de+992ry5Mmqra3V/Pnzddddd+mQQw6RJN19990aOHCgnnjiCU2YMCGre0qVphUr3j63LwxHjXMOOTg4hAGnYRQh5Ir+gvu20UCuTMbIq+HnEaI8Vtz32vkQ5fFkDD+eX3llfhCT38kqG76rVtYhRNo59FnU1tZKknr27ClJevfdd1VdXa3x48e3tEkmkzrwwAO1bNkyTZ48WStWrFBzc3OrNv3799eoUaO0bNmybTqHGhsb1djY2PLfdXV1kqSyfyQUT0bvtTnnkEPkK2OEUA3KzQsHDMMxEJaPJkcC1eGsUVFfPymiLEgddeTCGIj85IawroJpeM3QENb4pCLndl1hYNuNanF1+E46dVl03XRj9M6eDrmJnWakBUGgqVOn6qtf/apGjRolSaqurpYk9e3bt1Xbvn37auXKlS1tCgsLVVFR0abN1r9vD3PnztXMmTPb/L5xsK+Y0xxycHBwcHBwcHBwcHAwRa4QgiwDj359fp09XVpZeNhpnENnnnmmXnvtNT377LNt/s3zWs++IAja/PZZZGpz0UUXaerUqS3/XVdXp4EDB6r7qpjiyTyoJ5gzIWgHBztYM4xCMYBoRBYuc7lixEUaIb1j6zFgmt0T9XEX0v2FQRzC1wzLrrC+rmO2tUVI92e5/5hXjzSuHBd1hnMu2AL0HZsy1iQ0VtKNeXD2/BR8db7aWH650+ywUziHfvzjH+vhhx/WM88806rCWFVVlaQt7KB+/fq1/L5mzZoWNlFVVZWamppUU1PTij20Zs0aHXDAAdu8ZjKZVDKZbPP7pl0zM4fCSG+P+qbh4OCQmwjLIHRrXn4j6vIwuXBQcthByKexEmXHXz59B4cdA0NHYr4xhxzCQ6SdQ0EQ6Mc//rEefPBBPf300xoyZEirfx8yZIiqqqq0ZMkS7bXXXpKkpqYmLV26VFdddZUkafTo0SooKNCSJUt09NFHS5JWr16t119/XVdffXXW9xSvjynWSYEsBweHTiKsUFuuhPgc2iIHTvNu2DlEGlFnvzhEBjmwHDs4mMJrzK8N3ldMfifTyjr79/mKSDuHzjjjDN177736wx/+oNLS0haNoPLychUXF8vzPJ1zzjmaM2eOhg0bpmHDhmnOnDnq1q2bJk6c2NL2lFNO0XnnnafKykr17NlT06ZN05577tlSvSwblP87ULzQaNey3PyiXlUmv9a0SCPIkHK5FV4OqPyHxwawpjXAdmHMsxypkIXmRWipE6xD67ntx8P5GJ5lgJQyef1w3jHtjyKMddv0eyn/nJxkX8ExSeO9IrTxHmFHIl0r7C9s25312kMQ1jgxX1PwvmJ3yXRTfi2M6SCmdCfJGJ39+3xFpJ1Dt9xyiyTpoIMOavX7ggULdOKJJ0qSzj//fNXX12vKlCmqqanRvvvuq8WLF6u0tLSl/fXXX69EIqGjjz5a9fX1GjdunBYuXKh4PJ71Pa0fLsWKOvxIDg4RwM7v9OHIp2d16BxyYaxYP0N030koOkdbeqQNQ+rPIZ9hHxChh3naoxvv0UGUv0WU7y0c+A3unTjsGHhBkAP0gB2Auro6lZeXa/h5cxRP7kDvUISjJ6HCvRcHh65F1MVjKSzvL6Sa8mExKSKd2hFlNl2uIMpzMRtEfS0zvG6+sa4oTEXu3TtuF2TsRV0rLspINzboX9dcrNraWpWVlYV9O12Greftn6/YT8UlneOw1G9M6azRz+X8O7NGpJlDUUSsSYplWIycLElbhBfl3fHXDOMZwkS+PS9ClI3MfPoO1oi6Iyyfvq11mk1YiLBDIuo2irmtlUdBp7AO6VGXC0SI+vc3Tz+z7c8UIQVsMCzHSqNhXzsBXFpZeHDOoSxRvG4Haw5FeVGWon0Ihoi6cyjf+mMXhc1o5mjEDQfLbxHp7xrx64b1rAHU/jF/dyExR0y/RUgsrqgfgk3XCmd/t48wdCUjvpflVRn4qDsbw7i/KDtfFG17Jt3UuXtxcKBwzqEssbmXp3gywp4OB4eoIhdKyUbcsAkFUTeAIfKK2QYRWsQ4jxh15uMuF0p7h+SoM0eE15RIO1WkUJxheDxRkeF8OyrkQsA7LBDnUL4xhxRTupPVxjr79/kK5xzKEkHBlv85/AdRZw6FYZxFffPLBR2JiB9aonwoyDvQg2bX3sUOQU6wAqVoR6qNkQvjLurIhXccdd2xSKceyXaN8qPulLRG1O38EBDGeE/n0fuVJD/w5HfyRXf27/MVzjmUJRKbpXh6+23CWEejvgc531DHEfVvSxHlQDVFLnzbXNkqoz5WCMy/RS68FAjzdCx6XdvLOrSHqBsMUU/xInABlp0P1il5tt3lBMJ6J+S6sTxjDjmEB+ccyhIlH/hKFGyfU4rz70OIjnppWJYUalyYI8KsFqpf46XsrrmlQ9vu8Pg0vm6sOXMb33pFsjamKJ3cWBMJXzcMGD9rDM4f63WWRHnp+knHXbyJ9RdrYgPA81l/Xoq1Sxexj2b9Xnyw/wQJ2wUq1my7+eB3QvvDJcXZeyH3R9+xNcOMjmP6rOb7AP22cI0iz0GvidcA/I5RMwl+iyBTRZet3dFCyrQZGMteM9xo4TNgwG+BYT0v6JgCzeKbmHBOuhtL0QgScJIZPkNXgMyLVKphB9xJdOAbpJX5Lq2sQ3DOoSxRfYAUKw77LjqDXOENODg4OOxoWK+ftL9wDJyoi9xH9ZrZXDfKiLI4fDYI7cBn+P4ir6+UT4h6qkqUVZWV7NSt5DP8Bl96Nuy72HHwg5j8TlY76Ozf5yuccyhLFK+OKZ7MMNiiTCXON+RC7l5YFPZcyI/MlTkW5TXFfbMOI+qH4NAEWslzhLXe0ctGXdfJElFfA6L87qxhzTTOo/U40nMsK9h+NL5G7fjBkk/jM93oHB0OOwbOOZQlKv+RUqLAKG/IkkpKqbqQNhsUsEWIpidQ56112huiEtODDf1eIRnK9DnMHemUYk2+bViHAppGSdMJjPvDKQDkusYlgq1hzkIJIc2XpuOYpx7RNYDOMzqOcSoLvC65ZEHUU4pCOqDR+yNsFTqOrdcK4zRF833AGoa2IF4D4LeNN2QQ2fwP0oXQZjReo3CqIhhTsRS7OZ+mMkHEoF3uU7vceF+hxFWSDhwWaDojBbXJaIof6S+VatJb7Ko5gbQ8pTt5KOjs3+crnHMoS9QNSihemOG1RbiUbOQrT1gb8oZ07VxB5McAQC48Q77BfbN2QCuphZXNFtb+E0aANMrsvGxg+G1xUMeaJRWWxlrUhbBDATwmRPoZFG2Gs0NbRJ0xbw1wf+lGX3qy628lKnBpZeHBOYeyRGMPKe5SZh22g5xIE4g4op6O4xAhRLkkXI6wuMKAm7M7AO4dO0QdYRz6I7wuZoVccKzkyrcASBeGfQcO+QLnHMoS6SIpKMrQyHIhjfKi3BXIJz0cilzZ/CzHe64gjBTEXFkrHHY+5Nt+lieIuiC1NcJwTEb9nTg4OHQtfFjxNVeQVufTwlhSrMNn4ZxDWaKwBjCHcsE55AyRjsN9C4d8QtSjj2Gsx8bIu4NhGE59l1LU5Yh6aqljo3U9osyszrd1NhfecWhzNgS7J90I+8oR7CxpZY2Njdp333316quv6uWXX9aXvvSlln97//33dcYZZ+jJJ59UcXGxJk6cqHnz5qmwMNo0MOccyhKFG6V4U4ZG1AACXmC88EXdqMknw9v6EBz1ww2FJavF+p3kguOCtov6OAkL5L0YV+XyjMNaXsAGChUOjXTFrVxZF6O+plhek8KaiUS1k6yr7oWAKDtfJEW7qmrE7Wi6vpsDn2ksC2LAIhyGgs8SF662/hbkuulMZ0+HUHD++eerf//+evXVV1v9nk6ndfjhh6t379569tlntXbtWk2aNElBEOjGG28M6W4ZnHMoS6SKpMCKOeTQBo504xBlRNmupcDXzJXDtyGi/0qs61jbdmeJqLM8In9Id+h6hOGAi/omFdYimguBwtCoq7Cd6e2FVYWBdrfjv0U639LKgpjSnWT+dPbvM+Hxxx/X4sWL9fvf/16PP/54q39bvHix3nzzTa1atUr9+/eXJF177bU68cQTNXv2bJWVlXXpvXUGzjmUJQLPjhYZ5TNV1A9BUX53FFG3kXLhHUcdYbxjfM2oD4AQjP0Q7MFwEeGzCHa+dOpO2rkubGdemS3KnmRjmKee2HZnjwgzPqMesMsF4pCTYosOIj0+86zwViBPfie/SPCfv6+rq2v1ezKZVDLZuepSH330kU499VQ99NBD6tatW5t/X758uUaNGtXiGJKkCRMmqLGxUStWrNDYsWM7df2uhHMOZQm/UPKinSoYTeRCWlnUnyHqFkY+6Yg4dBxRHu9uPLWLSKeVWfcX9X2AIoTTcq5oDoUx3kPTw8mVNS8X9oGo225R9l7lwDhOR/n9RhwDBw5s9d/Tp0/XjBkzOtxfEAQ68cQTdfrpp2ufffbRe++916ZNdXW1+vbt2+q3iooKFRYWqrq6usPX3hFwzqEskVwvxTM5h6J8aInywasrQDztUdd1onoJUL+EaF1taQjb0bEC9BzMDw/WUfmQ5o8pCyHqczYsELmEsCJ3IYUzzTVYYH8BsUyMnwF/21w5GBo+h7njIiT7w1zjMYR3jOcsvS61P8Jy1loiBxwI2SAXBLhDG3chrFH5pjlkmVa2atWqVmlc22INzZgxQzNnztxuny+++KKWLVumuro6XXTRRdtt67VDNw+CoN3fowTnHMoSJatTShSkttsmXQgFzYgbGA4gWuIwRh0I1ocgbMhD0TgqqAoMpdCeFRui1kJ68LLwvVhGUc0NYNif9XXDSikh/YVVdtr64EXXCrqGkufg647tnKXvmDp+Y8226yy/Lmtn6eSMepn1GAwH4/XdMLzsJ9g1rZ8B7z3GgRPrPZmuPbFU5v7ot8BrD11TQrIr8B4PvwXqL6SgDrbx6Hps/G1NYb1+grkj2RdhSMMMEsv9J9Vs7PmNOPzAk9/JDXfr35eVlSGNnzPPPFPHHHPMdtsMHjxYs2bN0nPPPdfGybTPPvvo2GOP1Z133qmqqio9//zzrf69pqZGzc3NbRhFUYNzDmWJTVUJxQuNXlsYeeYhsQbMlf2p1zUU6nxIz2oMXC2CGo/0MG8I63dn/U7CqNxhXrUDO2lYM9O5rWwOS5bvjp2AaH/26TjG84Kyc4pphx2+lQ4jvLWCekLohWE7EpuydsAar4sUUV+3yUezrsoUGowDMfi9kOAUDojRa9KFGzazrqRlfV0y9szXduMOQ0ovJg7sdMTZJrmAXr16qVevXhnb/fznP9esWbNa/vvDDz/UhAkT9Jvf/Eb77ruvJGn//ffX7NmztXr1avXr10/SFpHqZDKp0aNHd80DGME5h7JEY5kUt6pWZukcirg9EBpfNxQVwpDUNM0PD9bPQagZtpe0f3fWhwd4Xfgg5JN58LtaOxrMHRzW4xg1szZEbR1h0Z8/xv1FGPbzbMfD/BnCCnaFdagK5eOGZH9EHaFoDuWbUJShjWfM+rZGGPpk6cZcmYwMacWUxtoQ2+6jK7Drrru2+u+SkhJJ0tChQzVgwABJ0vjx4zVixAgdf/zxuuaaa7Ru3TpNmzZNp556aqQrlUnOOZQ9PGVetKIsbBmacWZ8XUtE+d6yQVi6Dzv7NbsA5hWI8IVBk5B0c6IuqMoca527lbYdRry/qF+XIKQ9LzQdHgrDNF/La3YJcmHeRtzWinxKOLxspBHWGIhwWnvU04YtnUhRDiR0BSzTysJAPB7XY489pilTpmjMmDEqLi7WxIkTNW/evNDuicI5h7JEEDM8XEU5rSzPFqFII+rfLBeqgISESG/2ETdEc4GFEpbIrDmi7AiJumPAGrmwHkf9m4Uhghvx9S6G08BghyFpioUBcwcHvrDtdU33qdAkMGhD2M4w6z4XxnquYvDgwQraSefcdddd9eijj4ZwR52Dcw5lie4fBYoXbn+G0s2PiENHPvpIEVYer+FmZc0GiXpZX4woH+QociV9xjACbV7lKeIg85HrYNCLwnYUYY1PGuW3XEOttUusq0IazwvzqlEhsAyjXtEqtMpc5JrGa09Y9kdoFeEM1xR7UW3YjiKsVKsQCsCY2+UhMdsI0k355R3yFZPfybSwzv59vsI5h7KE54PFw7jKkyWibmCEESE3j2RZH0ZCos2aG4/k8B3S3mcdaTMfx4aGsrmDAyKMHH1rhFWZzfxb0OpSsMILXhutq0YRQHHW2PaLkP5fd1ScFVbRwXo4tD9DWIvS84pW1tpe1rksdF7YjQEcdDSu8iVa5cm4Yh2F6X5m7UAwhnUxiTBgfgaBewp2mFnbeIaORD/qDGJjpANP6U4aP539+3yFcw5lCS8VKJbJwgnBo2zt7Y56KpNpWd+wngF+M3po8eFsjtNy0nR1MBwr1odv8yi/scFCvxmF5aEaTwtqnIUEfKgC88w66klLylvDL2AvJU4jldaVDUl31uWf4beNN9p+swBO2iBuelkEfhhl/eG5COeFdSAGv2PrCo1gE403wb6M9236Lei7izeyj2Y9bwlTPwYdXH7C1mFG12PswDYX9oHtQpDKwN8fj2P6LWzfcbow83XpeHJw6CyccyhLbOobUzxpdEIIIx0n4nnr5gijQlbUkW9jwCESiPqwi3J2ZN7FvsIYBFEfoGEg6lo9FFFP37S8Zq4ghG8WWtpjHi3wkSdyRPj+0o35lSK1swtS78xwzqEske4mKVMpe4p8EqTOp9NSrjyrM2y6HlE+BFPk06El6utxlPU8sunP8pphIerzzDLNxjo9MuKOulD0eqKsY5fNdaP8baNua1lXQXU2XltE+IyUzqfvICkIYvI7SdcOckUUcwfDOYeyRM9/pJUo2D4/NRTNDGNav7ngHkQY+jqYOm+sv2FtJIVFh6XwDdMieFqZcQqI8Riw1p0izxvaOKbd0W8GdT+sBSsRIiysHya46LPdx/AL2EWxbk5Iml045YXOb4CwRIvps1JY2z3m6zsYU9bfn+ui2a7HONUKpm6FI0htq8UVlg4kSbXLpj/bghjGKX5h7aGGGkap5ojn8DvkDJxzKEs0d48pyGBsmubf50rUxljkjToamHYF6yvq785eVdn4umFEqq2DBmFF0g0RluPX+rq5IEgd9aCW+XpsqI1nXeQAi7gar4vmeoGGMK9WFpJjzRpRruQY9YpwYdlR5L1YBrAkyfNDGsjWgcccGMdhFeOhIO843RRxg8EYaXlKd3Lj6+zf5yuccyhLdF/dqEQGTzWNzONqJgB+IVs0Yo3M85zJAbYVOMILowCU1UKjBfQ5LGFdCSjWxHY1PwHHAIw++AXMUvLS8P6SmfuzrsYRa6YWAWyGhdCp6CacZ4biux58J9ZzUTR6jyPQ1Itkd+iPNcC5A8a6xMcnXisamWKpnwxp64fjmKyhdBynu7FnTRexb5bYDFVh6biDwA4TXE0t8/uje0AM9CXxPSrewN4xHe/pbgWoHf1m9DnofkaQ2NCI2qXKmO4BXWfpt/ALob1AGXp0TFEbD+lP2p74qQMhVQznGba3WTM6b7HjHLw/a9Y3tj8g6JkBn6WgjUf6S6UaUF+5Aj/ovGaQ4RKcV3DOoSyxqX9S8cLtb77mUVRLeNBIggir3DWFZcQDfy9jJpI1RdiUdSX7CD7rjDULbXyGtCGR8R71yHKUWWG4mlFIUU/ranqYBRsSG43Ael0MYmwPpc8aSmoH7C8sFl8QK2TtjKP8kWY2eVZil9mBfgtzpqm1XUF8Q8brWGgsFGttrwgjrHQxul/gCnOUOfQi68/BoTNwzqEskUp6CkDJwR0O41uKsrEvZeEwAewHHBUJabbQSFsKlkPFERnjvHpSrpU7wqytKdjMWJMAA6ezZW5Iv2tYlHN+IDXWJQGRZfPDg7HmlLkzlD5HGE4z6/Qu6/EeUgpqlFNaze+Nfouoa3aFIVxt/U7M0zzhdQ3XlDBSlaXoz23L9xL5lFHjd+zDeDzpL21tV0YcvoEgdWf/Pl/hnENZor63FM8UwHEVADoO83dn+JJDq7JhPVCsBYmNtTosO8s7SmkYwiSwnfmt7fzPau5ECon5kAssQ4x8WlNyRG8GI5/GSkhmRVhOKdNvEfWqYSGNO7IPmDuHwtJlDQFpllmaM/Dlye/kB+ns3+crnHMoSxR/LMUZyzaasCY0RDhCIdnm/PO8a9ghPijRihfWHwM2M9QJCos5hN9dCO8kG6BqZZQRBpk59tVxWDOsw2Q5L3DaVjjfn8L83UXY/op6VN4aplH+kAT9zREWo85y6QmJYRYagzSsVCuAsOQPrNOBKaK8Npqn+kf4jJRusuvLwWF7cM6hLJFOSsrgHAqjkkU+UdOzg90Nhpd2QIV8aX+sHf+2O34Q+DS1M6zId0jMJjJWovxdswJ1XIRyIDV2qpjrmBk79CKMsPao0A7zEJaaQ9YacGE5BsKqQhZGVdUwNH2yum4I9lbUHQ30xGadrmzpIAxtbudA2nA64iaZNdKBp3QnN/DO/n2+wjmHskQ6Kckorcx0IY06LTUs4zGMw03EDWWM0BwrhgjLiIvydfNsrzSdZxEX88bIpzEQ1p4X9T3ZErnwDNkg3543B0A+WWhmpbWDw/ayGBGWlIv+hcF1/ahrpxnDaQ6FB+ccyhJBrAuo1tuBbx0BoIh4fm4ozuCI01Ij71iztM6MN3DzSBuFdX/kOSJuOYb1LXJiTTFnosHLRjy9mCBXUjFCeXcRZyRH/bqWCOtbRJ4pR9pE/FmtzwN+hOdt1P2qoYyBfArqOIQK5xzKEsnazJpDlrop5poPecYIinRp7xw5fEeeAQWQC88ghZMqEvl0hygjLDHNsLTdDO/PWjsrtNQ9Q128LR3CdpbvGD4DnbN+ItpaXBiGqSdU281cjy+sCo3G6zu5rrVuY1jjCXdH9QLpGpUD67b1OKZjiszbdFPEDVBj+PLkd9Lj6ASpOwbnHMoSXjrIKDYaM5y/eIEMia3Cy07bXhc/LxTwI4h6VAkjxZrRzS9m6GyIeiluayFS6zx48i1yxRFGYfm8kU9fN3YOhVWFjPRHD8FhrSnh1cWG7cB7iTfDd0xZV3icQGdTxPVL8HVJEAsXpoAXDWHOZgNzWxBpDtna21zbjc4zY2etsSORzAvra1ozPjlT3/ZbkOtG3v4wRmBQrSxwzqEOwTmHskRjD0/xZIbBZunJtk4Bsi7BGXWtFkuqZtQ1eMJiF+RCOk5YiLAmVs4gjLESdcdarujw5BGs9UZCSfOlCGuvzYXnjfizhlbsJMprsnVxBeOCA6ZrSliwPiNhZhtNJcncJN0Y5RfskEvYqZxDc+fO1cUXX6yzzz5bN9xwgyQpCALNnDlTt912m2pqarTvvvvqpptu0siRI1v+rrGxUdOmTdOiRYtUX1+vcePG6eabb9aAAQOyvodEvRTPwEYxV8UHMK+ykU9GvHU6VsTTdvJKBDekZw2NKRfGIYMiF8adMeMmNB2zkCqyYBg69XEkmLLzDNmoWy4M2xk/L7pkWFo99B0bf1tzOyqEFFlzO4W2C0n31bRamfG4o8gZzUPyXqzt47D0J0Oo4uflWSl7PzBIK8s3upURdhrn0IsvvqjbbrtNX/jCF1r9fvXVV+u6667TwoULNXz4cM2aNUuHHnqo3nrrLZWWlkqSzjnnHD3yyCO67777VFlZqfPOO09HHHGEVqxYoXgc5pP8B36B5BlpDkUZYR1uzc9KhocMrJdg/f1zxekT6chdSNcNKb3HFLniRDJEvumYRZqtYPwt0tRqCmscW17XPIoOUWDcHx1PYemYETPUeo5lZ/rueIRhV9BxF/X12BphMPUpor5HGfbnqpV1rA+H7LFTOIc2btyoY489Vr/61a80a9aslt+DINANN9ygSy65REcddZQk6c4771Tfvn117733avLkyaqtrdX8+fN111136ZBDDpEk3X333Ro4cKCeeOIJTZgwod1rNjY2qrGxseW/6+rqJEHmEMwxpQKDBFR/gQo94ggKhbUYLT1UW4t9AtDvGnltojB0FSJ+qM6FinBhOa/NGXXWCEMrLuKOsNCckjnAMgyNdRPCPDNnQOLrGgvqhnRwRXpn1tX0aLDLWAg7yrqCkRekNgbWMKI6Qcj+yK93TEHeS74xhxzCw07hHDrjjDN0+OGH65BDDmnlHHr33XdVXV2t8ePHt/yWTCZ14IEHatmyZZo8ebJWrFih5ubmVm369++vUaNGadmyZdt0Ds2dO1czZ85s83vgZd7cAlppw/Agh0W76CGYRpVCOsjhszfc/BBCoq/SaCb+ZhHWTsL7fMTZSqGli4UwH83Zg1FP3yRdYS8ibBZC5Z5srhvlNLXQmLxhfVtDRkjUAxO4YhANxIWVhkwKCVjPWWMGXLognKAYRhhsRPgQ+NvCoK31t6UvDz2H+VphO1BC2y9INb28Yw65tLKwEHnn0H333ae//e1vevHFF9v8W3V1tSSpb9++rX7v27evVq5c2dKmsLBQFRUVbdps/fv2cNFFF2nq1Kkt/11XV6eBAwcqnZSUIa0sDHjQIAyr4lZYh2BkKIWgESXJ/PAQGqvF+NCPLhmWNkDE9xkUgaaV2aghGtaaYgx0fznivAwNIbyXqFfd86kVFuExFRpLKuJ2Cr0/n7BqjR0DUa++GkrVNWubB3aH3511KiD9FpbXtdb+sWa4h+QQJ9f1o54KagzfoFqZK2XfMUTaObRq1SqdffbZWrx4sYqKirbZzvsMHS8Igja/fRaZ2iSTSSWTyTa/l3yYVqIgwy5tuMHgqGJIpTBxlQUK4+cgGwwVGKXUWpq6R8sEpzJVx/sP6HNE2cERS8Hvb5iSKfF3Qq9L50+8gU1wel0y9uxTUFl/dHymC+GzGqc7kLUWrwEwik7HO4X1O8FrWT0bx+kiZvFbvhfOGrEbJ9mAvuMwmEixRtaZD+csBXaqWKc8GdtHpv1ZO6TouIOgB9d4k+2aZ7knc/H6cOxoen/WKX74eS2d+tbyHMaOX7xHGU6zVHPKrjMHh+0g0s6hFStWaM2aNRo9enTLb+l0Ws8884x+8Ytf6K233pK0hR3Ur1+/ljZr1qxpYRNVVVWpqalJNTU1rdhDa9as0QEHHJD1PSVrmpVIbH8XTBexXTKWymx4maZFqSsWXGNjythrzwwC23ecoBszfMeFjZnbSDzSYm0oU3hgM8VOkJAO39aHAoo0fC+JzZk9MPTeCkFfkq12miQVwPEea7Y9pccaMz9vqoQplhZshIfqAugsaaL0QeiUBM8qSV4DM0abexajdkVrNqN2QSLze0l1ZxTexOZm1M5rYs+aKt92oOrTiNez/jxgB2QDr5l9W/KOm+GzJjazZ7A+LFNbK97A3kmskX0zP8lMZ8tv6yehXQnnNnaqYOc6tC0L2XPQfSoO16h0ceZvRm1BOrd5xS1oz2xiojOpCjZv6fOSs4ok+WBNofDS7JrxzexbBHCvxcwm2B8PKGXuz0vll3PIpZWFh0g7h8aNG6e///3vrX476aSTtPvuu+uCCy7QbrvtpqqqKi1ZskR77bWXJKmpqUlLly7VVVddJUkaPXq0CgoKtGTJEh199NGSpNWrV+v111/X1VdfnfU9beqfVLywLaPo0+BRr6wvv01g1ohxalSUKZgSey+RF7OPeIUKLmxpd83QSoobw1onyjPlfzNEPVXEtEy0cUqetRA63Qfo3oP7g5aE1x/mZIPn5d/f7prZXFfavp3Qclk4PvG8wPolds56PD6NnfWcQcycumHZUZaaQ/Z7YzibI2au+nCeobRhyIJNsfGENbFwO+aEt3bChlFkBweAcbCTXjgc9iDZk9PGrLuowzmHwkOknUOlpaUaNWpUq9+6d++uysrKlt/POecczZkzR8OGDdOwYcM0Z84cdevWTRMnTpQklZeX65RTTtF5552nyspK9ezZU9OmTdOee+7ZUr0sG3Rb06REBu84YUhIbNGgHntMnYcLGl74aKSAUjUhGyANo2goqgQ3A07/t91cPPhOUqXMYElshJF0en9wjKZKwCHN2BClUSVasjmIsYY+jGhbIw6+bXMFM6ZxBJpG0OC6iBlB1GClTE7AzuEHFjh3cBUYeN0UZHtB5gOejyGkF1MmBV0DKIsLH1potB0yKeznI2AuGzIBpCwca5R5aW3PxOlGYLtPIWYgPWTSNQo7GyG7xHjdpuOYOwgzt8OMIAi/0HZNiW9ktNo0ZFVSxJrY2kPYnDHIbLTeU+gzYNa3sZ+GMNtSKVeuzGHHINLOIYLzzz9f9fX1mjJlimpqarTvvvtq8eLFKi0tbWlz/fXXK5FI6Oijj1Z9fb3GjRunhQsXKh7P/gC3sX+h4oXbXwAtI3zW0XHzSkAQYTGH5GXerKwFn61h/+6YEykMIUrr6GhoTCR6WWsRzxhz/KBr+mycUER+/pB21j4Qa9ZVSBXcrMVDyXvhJazZQYnr+8F21mMlhLUxF6rVdQWs5y3SRoR+i1wR8rWXGCDXhGuF8bpI4aVhuhhluFpXSowwSSM08XoIMlbSNL08R+CYQ+HBC4KQOKM7Gerq6lReXq4D979UiQRboDMhTrQQaGTZWCPIOrJMvfb0ulhfB1yXskGsNwMazYxtZtGCdCkbl7EGxhzyi6BzgEZvyVgxZipQ/Q2sIQHz4Ol1MShjCTwH1dWgrAHMkCiguUzw28I1JQa1ZPwiMAawcChshwWfoR5Od5g+A1lcmE0D54VlNJgyKun3x/uAcXoCZqtAUF0SvxiMFeO56KXpegwDGD5lq7BmlK1C91C6bhPmNx0neC5CWF/XWq8Jpz4S5pAx0xjb0RTG9jY+D9B5AdbkNNlnlY3mELRnC+F14ZqSJuunOOOTIJVq0NMvzlZtba3KysrM+o0atp63Jzx+mgo6yYJr3tSkPx92W86/M2vs9MyhHY2Cj+qUiGWgdjZC6l8xOMzT6l10E4J2Q2LtBtaQooDdX2wTEyxVN5Z7TRDAe/OabA1CNcFxAsdAYkM9666UvbvEhgbUTo1QQTgD406S1MzecVDWHbXzNrFn8LpB3YIaOC8yiNa3oAgyfWC6UIyMvdo61FdQWZG5kSSvnn3/mA9p3fDbmqcgrsv8HAF0mHqb2TsJimGkGh5GC+vgYRSmMiWoI5E+B3Wa1oN5S/ZPCc8dPJ7ogR++Y5xaSN6JxNZZSbH1YC0rgAEC+u7gukgDIgF0OJuOO0lqp5Jtu6COv81g76Y2z0ZoQ1HHWvdurB15BknxUra+429L19rumdcL6miKrWPvOE6d4XRNoevsRvYtBAWOvV7lqF1s/abMbcB3kITXFG8D+xZeCdRrgnttnIpDe/Dbds+8pgRpaGvnCBxzKDw451CWWPNfVYoXbn9xC4USHRL9nyKsdCEiDIsYLeJsACxsapziZ17m1Dj32pJiHZbQdBCrNO3POg0IVeeL9YUXZTAXpQ8pZdCaGUgQdUF/870sjL0x6qmAYb1j8hxhpc8Yr4vmqSLW34yk+FEfp3GRA+vCFNZCvqbSC3hu90CtwkulZoEdDDxWmBPJFIGtTRaGHSCxsZJuapD+0fX3EhUEkvxOfhCXGtUxOOdQlij532YlMkQ0uPih3SoUb6CpHZBGCoX0cIllCPxO6Iy3LLNNK0BQpwp10lCBSSqEDscA7c80b5066ozHCU2zwVVFrMsE0wqIYN7SOYsF2Ok7tnZKQtA1L9YMRJALaRqY7TumawA+yNHxjtOVYTPwjml/+LvSQ7Wxw8y6IlxYmi6oL8q4gGuPpW0kyf7AlwMnDsxYo82M1yisT2Vo91hXhaQw1+wy/rbYCRtCtTK8zsK9x3rtoeOT2Bap5vwqZe8QHpxzKEs09Yhz7QwD8KgIuydzo0vwuobMhy0NDasGWUdHQ6jck811Y7AcZkCze3BU1tBwwNWgzC4pyd45RGH5vH45pOtTJ7fxcLcWXrU8jODvWmJbpYaCfgtcgYiWHg9J4JqAHzJsqzxR4D0PwrZAgO3kDuC8sB539NtiB7bxPCNjgAuw2zJurJ369JDuG59O0L4Ch13KWPA5TYMOES9ljtZtHMCA16THMZiVac3op+3IeE81G1M0Iw6XVhYenHMoWwTKuIFgsWSS2mrsh7LemPECyZplATvjEX8vuFn5CVs2CI9S0sgI7Y8BH+bjwACmUXRcep61M6/OZ3zgw4dq8m1pLj/9FnStMH4lfD4a9kejgMbrJ2dKwmaNkMFh7BygIGMPV+SB4zhOo+0Q1unAYTCScbTdmtVkvG5bP0cMs7Ps7JSwnCqciWZr98QbjdPPwHqBbRnWDI9P6vSJeuoeGqNUqD+E4I8Ez2XZXBeCXBffW47AOYfCg3MOZYkg7mU0vuii5oPVihtTttYZ3jSoY8U4ImfOzgEwruytwNDBJYV4kKOOGqKrYDw+MWvA2qC2ZsDB+UMi5Pid0PEOnU2YmWHsRcKRO/C8pvoW4qlR1pop9gxSW5DnNXf8hqRhZR6BDuHbhqVRiNNnjO0F8/MGSaOke5Txs9K9zJx5Zz6mMt8ff8f0msasQJxOH84YwMag4TWt90brvdsyUOhqizvsKDjnUJaIN/iKZyixSHUpUEQT2z62mik0kmEtREkjN7TcJFnArY1zCnORTMocwoY3vS7sD6UxsL6w0WUc0TZPeaIsHsO0MuvoPYaxZWMdHSUO7FSR4douPo7jsLAhBX13VFvD+r2gvqzZefjCIR28IGJwgpNvm6YHILocG89ZnnINm9F1Fjvq4HXBZak+WYyWgDcOxGE9KeMgFnZeAec/3d+tU/3xtzDUbJPsWfOWzjDrswp35rDrUiafZTDB2iaPOhxzKDw451CWCGJexs2NUv9QZN5c34C1s049oosaZivACAXR17F+VutqIebpPdZVT+jaCwwM80orENZOH0u2iiT51EAHz4Gjo8YMCevxTo09ClIVAx+C8WGZtaMaLFjgGh7QfGtdYMPUKGvRd6zVgtPGwxGFtXRc4PWYHlqMnTTmovlYH8T20E/GKNcuMdYTwwEM2p3xt8Xs28xtrNMj8dpDxfXhN8POepzWbLdIWQcncWCPrscQ2FEDxydaj/NLcsg5h0KEcw5lifI31ioRT26/UQZmUQviYKY3NKKu/Moy1C62Zj1qp+Ii1g6nn0GB1nr2vPLZyhx075b5mnTjg5UCgkJ24g8K2fTzUrYVCjwYWaTV2YIkXEaIoUQPfJvpOIHPUJxhTm8FNWzWb2QNSzKPT0kKEnD+bMr8XvwKpjQeq9mE2qmokLWj86ymlrWrKGeXpWtPE/Dqw7no9yxl12xm6xiesxB0PJmDsm4AM9SrZ3SqoIQpkXpNcJ1tgDQuOC/87mztiW1sQO3oeBcprEGrR8IiHV4jjJzRAz+dF/Cb+eVsbaTMZdH7Q85QWkgAMnjoN6uH34zuUXDNU4q180uZrRoDz+EXw2gNXcdoOzhOYnT+GLN08ZpCmtGtDFfKND780/mTgPY7da6Cb5tKQ7vXwaGTcM6hLJHq2V1KbH8zShezTZfQcOObmOGYKoMGZlFv1C6dtK1oxDcrWCLLsFoZfla6yDezzYULPULHBRb6o5E22wMpiXo1l7AlKdZcgtpZljGXOGVfFbZOH6w14AOnBKVrFzFDOV0EjSQ4nmI9bdcADDC/6bPG4AGouYS9Y+vqTWGVso/BtTFdmHmQBgWQPQrFtynCWlO8bmys+ODdScz+aC5j10xsgoETjx3k6V6bKrK1U6z1cOj8IWMgwA4J2Iyys3ox5yrVlcSaWBHWiYrDdcyn+7vxN6PAayhMGSSg6xMFtbfpeIo3wL27FNoChumWqeYG6V+ou5xAEHgKOjlxO/v3+QrnHMoSa/fspnjh9g0cU9FSj23M1uku1vRaa5jq9Vin7lkLLlqfga3HCtbXAdfEDjN4zZAQ1hiwfC9eAJ2S1hWIrNcUw3dsLUhtndKKYZweF8p8tE5ntNbiMr4uRgjjnZqSoc2LkL6FpR0VVuXNsGxLCkvBeeu5bQ5r0fyoXzcUUPYY7M5w7Uk35ZfokC8Ppftn6qOrMHjwYK1cubLVbxdccIF++tOftvz3+++/rzPOOENPPvmkiouLNXHiRM2bN0+FhZBxHxKccyhLlL/dpESGaADNM04n7TzoNLKcLmLXTGxii5DlM0j2wpaknXU5Tx++EyyETaP8MEffOtJiqQ8Rh1EW64o8NMqf7gZPLXANsI62kohmCj4DHXc0tZSOOxrNpCmDltVH4g2Q+VIM1wCs+8GaWevSYL2RMA7VxmKvlA1AGRyU/UJYUlnBcg+l7A2afmZcZdKacYFtAbjXxiFrjTwH7SsFmetU54aXAA+n4EAYwPYHZY7Bb2uts4e/GbV9wbyge0+8kZ1BUt2pPIOtHU0ZQfSMRM6NqeY8q2W/E+CKK67Qqaee2vLfJSX/l9WQTqd1+OGHq3fv3nr22We1du1aTZo0SUEQ6MYbbwzjdjGcc6grQNM2wIaAFfahcVZQxxYX3zitjB6CLemrEksZwwc0uGkkNkMdEVqGF0e0oWGLhVypWi5rFm8AjjpqdFMnEnQ00PmT2ADnTyE00I3ZNGQMJDbaRp+wU5LOM6rDY5x6Qhw/uBKQsTQAdZjRd0yfg6ZFUEcdRYz0h6sUsfFJnTTWDmzaHwVOPwLwAttnpUEsOrdxJUL6jqlDD64pOKWEii8DUCeSqPwTXbchLJ9VMh7v0CYrgKlHdP2ktpYHDQb6zeINLB00XUwdMJm/BU25xnMbjnesLUorJtO9Fjq5UJAN6nDlCnYGQerS0lJVVVW1+2+LFy/Wm2++qVWrVql///6SpGuvvVYnnniiZs+erbIyphUcBpxzKEts6l+geCbBYcu91DqlyDpdLBfoqyGlKIVVtcGyvK41whqfYaUTWCOM9IQoP6u0E6QKANCS8tZz2zwFxPC65vow1gQe4zLRYexTpunbyoaxBpuFlKpq/V5CSbnGldRs+wstJdxQYsB8PBnbgrzqK0wdt4S1jW+d6m39LQz3lTSovpxLsNQcqqura/V7MplUMtn58X/VVVfpyiuv1MCBA/W9731PP/nJT1pSxpYvX65Ro0a1OIYkacKECWpsbNSKFSs0duzYTl+/q+CcQ1kisTlQIhMVE4sVZm5jbUzR0tm8VCdrhxdIY8MhBqJjdO2hpeLNNzXj0t4Fm2BU1toxCd6f9Xii/VFmW7qQsq7YdakRR9lehP2Cqekh6QzQw3IoZV3N57atMHSCshGxeD3szljnBLMqAaxL1JsfII1T9yxTbq3TsSjoekyB93j6HNZ7I9gHCPNW4uu7D+0ZYkNJwu8kDg+4afoc0KaNN2a+rrUTHiMk8W08v+maArozn9t0zsJ1FhccoE59QxakZ5y6mU8YOHBgq/+ePn26ZsyY0ak+zz77bO29996qqKjQCy+8oIsuukjvvvuubr/9dklSdXW1+vbt2+pvKioqVFhYqOrq6k5du6vhnENZomCzr0TB9i1hnNtqGB3FVF3oGKCw1q6wPrSgTY1upPWsHdWbwZE2StmvNdZ0Md7EUf49vaax5hC9brzJVl8nDH0q7liznbPYSKKHeZoeiVNZUDMEc2YBNYBp+q5xtTJrXR+ii0XTCawPIzjVDgIf0Kwj5IZrKNUHoe8OO7DhvIjDVG9rvRFamYmsUVhigGaD0yp5NJUWflua5luwEd4frYAIr0tgXkfAWN+RpjKlusGKW4YSCNSusK5qhvcoqv9kfH9kTUml8ktzyDKtbNWqVa3SuLbFGpoxY4Zmzpy53T5ffPFF7bPPPjr33HNbfvvCF76giooKffe739VVV12lyspKSZLXztwOgqDd36ME5xzKEn7Cyyy6BncOIgZHmQp0c4nBqA01krDPB6s554Bn3NpxAUE3K3zgoxEUS8MBl2w3jngZ6yD4UBQUswbg86aAEDIWwcZ6Z6iZPBhp48wmyuKyfV4CrJdAnTTGDB5rYVM6z9JQoIxESGlxhYCm5RoGdSThfSCAHkLrlEEyVvDBG2oUWjuIsSissQi/dRlrn4xlus3CuU3fsV8C9WaoHQDXxnQcjika7AKg7w4zOIwZpJQV6FORZnpdah8RqbhuxgEx4yMDLjoCgQPZscwN081h0KXDg2VaWVlZGdL4OfPMM3XMMcdst83gwYPb/X2//faTJP373/9WZWWlqqqq9Pzzz7dqU1NTo+bm5jaMoqjBOYeyRMk/PlYiliFPsbGJdUYMpaRxuTvqfInDRYiq51Nx427FrJ0Po1k16zO28XqUs2saMyQENgNJUgNUt03A6Uy/Lf1mULRUHrju5s3skpUV7JJ1G1l/ZSWZG0nyNrH7w6DjvQGuKZbpHXStSNBTK7y3+gbWjgKO92B9XcY2Xu9Kds3azH1Jknr2YO3gOwm6d0PtPLpH0W8Br4ufA8zHoJjlk8TWwm9B121YgtbvXoTaxejcBuNTkvwBfdh16zJTYf1S9gw4OPVJLeyPVjkw3svgWhYUwL22ADqlNmfe4+m3iNXCPYoGWMrgmgKeQRL/ZpRFjiuHgeIk1s9A91C6zmbSO/0PArj2EIeEJMU2Qto8mWdF8EzTDKNJ1I6mthH9FvTb0n0FrD0p37jShUMb9OrVS7169erQ37788suSpH79+kmS9t9/f82ePVurV69u+W3x4sVKJpMaPXq0zQ13EZxzKEukK7rLS2x/4aU0XL8w8+u3rgQUq4fVlqjh3cQW8NhmZgCnejBDBFc8qMx8yKDfyz4vnBo1zHERWkoWRAAMqlgDdNI0snEcVDLHX7oECtOVM2cOTd2L18HNvju7Px8cRnDVDtrOWG+GzFlJWURl4Xo8MLPjJ1HDDl7+oH6onQed3CqBxj5dU8rgQXMza+cn4aGlVylqh/qi7NZYD9TOg3uK350dbmL1cM+D492De6MHKxD53ezEaOl67Fey6ixp+I7jm9g7pveXLmPre6yB9YeZGeC66W5sjvnFcHw2snGS6s6uGwf27JYLs2a8mitNU8p8fx58hgBWI6UOBC/oztpRWxXuK3StSPVh85bMxwA6TAMP7nk0zRenerP12Hr+JGqBgzhtTBaIOAKDtLLOMo+2heXLl+u5557T2LFjVV5erhdffFHnnnuuvvnNb2rXXXeVJI0fP14jRozQ8ccfr2uuuUbr1q3TtGnTdOqpp0a6UpnknENZI92tQF5i+5Od5vumi8Drx05xthk0d4fGD32GArZYpUpgtBVuuh5Uh47X25V+9JPsmrh8qXEKHU0rw2V9jQWJSaoNTk+IMcOBGpjYoQvHAEVQASPztD9LB6a5EQ/7M9ZgCcg6K+Y0S1VAhoy1IxlGPbHDhDI9YAljuuZZ6pzQd5IqhXsPTCnBpewT0KFL1zwIr4QdRixFvyX2rKbrk6RUL8i89GDQiaapwTXFWicI9QWdJVRvBvcH5xndV2jQgTr/SXAKixHTQgJYLJk1o9+CBov9XnaaWJLUXJp57aFpYDGa0krtXvrNaLq68brd1DvzGpVK5VlamXiMcnt9dAWSyaR+85vfaObMmWpsbNSgQYN06qmn6vzzz29pE4/H9dhjj2nKlCkaM2aMiouLNXHiRM2bN6+L7soOzjmUJbx0IC/T6oa1MIgBTA/81CHFFjTCQJD4ZuVDJgXdEOiMJ959euCn+guCm1UavpOCDTAqC/uzrkBDHYnEeUUZN/SaOG+dGpjU8WcsukifNwEid02V8KAED/LYOIM6DXQNwMdMSE8n8yINnSV4TtA5C8cnqVaXzXXxegwPyxToMEKzaCmrhbIBDKvPSFJiExuflgLSWzrM/BxcwwqOY/ju6PyJwcMS3rvhN6PPm4BC2Gi/gHYlDrDQzLi1LKWouSdz1CU2MLZXAFP86PMmNmdeBzB7sAgyJY3P8vF6yAo0DmLR84UHhNHiMHsBn30a6L1BewZmTcQ3wecw1MRSnglSRxl77723nnvuuYztdt11Vz366KM74I5s4ZxDWcJPxDJGSYOiHZ+209SDRe6oYyCsSgEB1BqgRmszeC9hVZ/Bz1DGInJY8xumgNA0NQ9W3CLOAfotSDUjKQvhSHjwKqiD6QnQYKWRSuqAIRFtLEiOyyPBZ6DrImUswWgmBmEOQaHxAuhYay6Dhih0+jSXw0PrRkiJh0ECKuJJHSEpwH6hIqmJzdT5AteeErj2wPWdrikUdNqSst0pKGyLnYgQaXhdGuUPIEuGHr5xur8PnU1gfU9RYWj4LeLwUJ2CKahxOM+aIFuWjuMCuKZQO4oAV8CkKc3QMU2dNM10rMAtNE1tPGAz0u9PnfAFcC/zobOROqbJ2ULiayNaA1J2mRA7A3x58ngYcJt9OGQP5xzKEkHCy2gY0IghiRZh6jf8kpzmCiN81IGAKwYZ5w+DtRSnWVHtS8tIgXj5Z5zaAY1COlboIY08BR0nBRvgM1BHSBqmqEDnAHWuJmDaI563ALxCCS2zQZ2hxhXh4DzDqR3gvdCUIupooN+fVqmhjgZc2dC6VLhhhbkEPChZI7GRXReXd4ffgs5Hel3iwKYOBGu7gjrrqeOPgqZaxaFWC2ZegW+bgAxiCsposE5pTVDGBRzvdP4Qhw5O9afsQWOGZnM5c0jQeUHHJ3USEwehh218aJPBOWsvkwD7gyDnEMrmzhVYVitzyA7OOZQlkh9tUiKeYQGEE5hoYcRqNqG+/J5MRA1TNTfRqg3QcKBihVQLA94fEb/DqUL0uxr3l4ZixIVQ9Bsf0FIwikqrT5A0BuPNDwuRQqHpGDwUYJFECA8KvyOxR/j9KTWdisJig5rOHypKT1Nkwdij10xDAWkq6E8F0xNrWEWrAKZF0OdIrGVVAfEYIGLJaZhOYF1wgDo4NkLx8j492GVhaW+aPhED8wzvs1SQnFYWgnYFnY8UBdDhGK9h493vwYSGkbgtFa/HqdQ0hcpWBJd+M7rn+dA+igFbgNqpeH+H9oJ5oZgNxlWtAmgfgdQ9ugTQhlinFEsHUIaRrWOazAsv7aqVOewYOOdQlkiVJaUM1cooSHQ0PbCnWV+S5EFaYgrqksRh/jittEFBNZFItIDrJbBLUuqvX0ydSLQ/eOCDuilYJJFuuiACSd8xZr/0gMLVNBWQHkbgQbO5jBm2liwEnDoBD2ipcluaOAVmVRpqwNF0QZpi0QzHZwymMTT1Z9X5KPOBItULVtyynGeUWdDd+pABx10FdQxARgjVHIL3Rw6kzZXwGSj7FsL6sExZLVgEF1bdowxCstbSwyi9ptdMU7OhMweu77QSnWA7an/giqQAxAki8cBEqgdzvtBADLXfKbDANfhmWDsNjidqz1jbH/RMg4MTYP9J5xlzyA88eZ1k/nS22lm+wjmHskSirlGZHMuW0Yf4eiYGiJk5EFjkjeYFf8IYUJhKDKNFxMFBD0o0GuM1QbZKBSyZCSNoFDQiRw/V9JuR9+dDfQN6ACqoY8YUjY5y5xDbxAvW25acjRNjlJa5hUwFemiNGTPb6Bpgebihz4CvmYZOcxhF9ZqoI4yKeMLxTjMQKfuFvD9q7AdQD4kKpdJSzMYMUgmu23CskLQI6vTBQtPwHdM9CovMwrUiXsvsLW5/QGcoWFawE5GC7gMw2BVApmmsAT6HMZOPSCBgZg78FoHxOKZrBQ3a0udIQ7vMA2nSdO+hZxpzBjG0LeN18DxAGX9gHAd5xhwKAoNqZV1VrizH4ZxDWcJraJaXITLj1TFHiIozL7h0gYx9VIPaBaUwEli7AbWjCCpYpM2D0bE4TfECBoa3mRmE1qtMfD0cJ9RIglWZBFNFvLW1rD8wjrd0CKKjLCsGO+Ao4sbPGhQzZ1OstoFdlxpUJZkjkN4Glu7idYNlohug04eOO2oAfwIHC02LIPMHplqqEH5/mDasABqYdHzStJ2P2b6iMra+Y4czOGh661lqT6b9ugVF0Nm4Cc7ZQuj428DGgAf3blGmaXlmdgF1lnib2JqC9zJamCLN7KME/WYF0N6qgzYDXLdFnKY0JZNWX6XSAfCdUHvBK2NBMRnr/xBnmLUd4DXRYALco+Dcpk79YCNbe+INZagd2qfg3ujVwDMITAPz4JpC+1MzdBBCO4o4kahjzcGhs3DOoS6A34tR+4mBjnVuKtk1fUqFLIWRMeP8dmQk6T/pfaQ7QMP1yypQXxT0m9E0BqzpAh0SmJ21ax/UjkaDUWTEmDmGo/cBdF4a03rTZTCXn4rvAgPD7wdTVemzwm9B0xkTlC1JddYM9Z9oVDG2kR1G033Zuk2ZYwFMe6PaL16xXSqGJFMtmaA33Wfh4YEevq0ZlZSFQm0BGOUnLDjK5AxgWgxNx8EpdPSbGTOrKTCrAcxHrHdWyuyAOK1aSkF0wsRtQazbZsj4wwweyuKCNhlltmEWOWWslcM9lK49gHmFdU+pPUv3FLh3cyF0ZjPGIds4BZxIqRR0XOUInCB1eHDOoSyxebcKJQoybFpUmwbk8dJKUFSJn5QTz6Y/83lH9UFgVAlXMiDXpAEqKtJNdRBKoRFHDy30rEzHMSwRS94Lfcf4UGBtOMDKLVQjJl1kV2mFgmtn2ZVglbKZs1DPg1aFpDo3oBnVJEn1gYdluB4HsGwujqLTtYJuP/Ad0+o9hDWAtX8g8LegezKEH6dOfbj20Ip6lZkP3/idUGcO3StghUH8rHTcUe1GON5pNdc0WEPpO6bfLA0KokjcXsAV6+hYoet2GdSdImOA2gG0AiaMr9CqgE0VVIeJjmPUjI8B8I6pLYPPFnA8peE3S9RT4Wp4g/Sbgcum8kxzyDmHwoNzDmWJojWblYhvfyGnua0kcof1iwwr8kjcEMFRAGOdGypITSJBtCqTBw+GNAKNvwWl4lNHCGQh0Px7SzYNrqACo0pYLJtWyaNaA3B8FmywjZCTsRyjAo604mydLf2fCj1SNhUXaAVjBc6x+EY2Tmg1KMyUg2zExDqWTpDqAQsTQKYUr0ADxjFNZ6R7BS1PDlM7aNUbH7J0PShKT9coHzBHaMVK7FyH34Lcm8THAE5ng3uZVwerlfXqgdolwTej+zGFefVV6qyF7BxaAQ9XcSNrD9Zhgnso1e2jz0CDp5BlRucZqaxMr2t9BrHWpsJsP/jucIYASFVN5ZnmkEN4cM6hLNFQ1T0zc4jCN+qnK0CjQDRiHIe0WRqppPsB8O5bsjKyAWaNGLNp4g2QEZK0ZbUQhol11RsKGkHzC2zTbPC3hfMsDt5fM6Tr42p11DcEI204slgOdRpoBJqMAWvGWk/o9DFmrDVV2KbSUnYjZZkRxBtgyga8JmfmGDOMqLYKBD9UZW5SsIEdglPdoSlJHQi4MhvVu2PN8DcLerDL0rURXDaxiR1am0tp4Aw14+sxZnvZjne/kDpM7K6L9zI63umtWbOujNmXSCqDjjt6toB7I2bMQ1izrtQj836Wam6Q/gH7ywG4amXhwTmHskS8Ma24kSiYpVOClmPHZdapt9u4JDIu/Uo3hBTYrIyp5BT0IBejGkaG2iqSVFjDorJYSwZoA+BDNU3bgg4uGn2iziucvgnBmXyZ2xWuhznwJezATynxOO0AgvaHU1TAOkBL1KdhOitmrNFyzXAfKKiDVaPg2oidPtThaHhooUZ84ScsKos1KYzXYzqOE6BikCT2LWg1Ujie6Dvh6x1qhpzmkpSGml10zaNOKQK6ViTXwQqdlMUF53aiDjKSYX+0RLkPdVhikHmHrknHCZyL2IFgnA5MQc8DhbWZ11CazsilLaDNaF3Kno5j6AxFNi1kreYKXLWy8IBm6dSpU7Pu+NJLL1XPnkz4dKeCr4wizFjYEhxucG47pWpSJxKmfto6c6z1S0xZQXSzotoA1mll1CCg7G+aHgnT7chmSp0q2BkK+/NoNSg6nGiAj2ph0MuC8U6dPnSO0QOVdRoYTXujuh/EIcF1OmiaIi0VDx0DsGKh9XqMRZoNNcCos4Qe5OlcpAdDCrpHUacPdkqB10cPhVj7BzIuzIO9WAcSPgfVO4NOXcQwov5XapMZ2ynW9odpOrCY/iRnrkOdG7o3wnecKqbi+qiZecCT2BZYk5PuoXR/N9ZP49e1K1Dj04prDg6dBLJ0b7jhBu2///4qhCUIn332WZ155pk56RyKpXzFMniH6KJWAMrE0korVGsCa7DQjZlWUaKGTb2dYSuxhZ46N6wp8fiABg2MBIze0gMufi8QhdWZS5NSbRV6aMGHAljxBFf7g/MsTpkj8P6ae2ROsyhYzxgS6e5Q18k4LTOg+utU54Qae2Ato3oJqRJYyh7OMZwqBIErqMCqkAnYH9aTAk4zL7BlDHA2gC1bloLOszhlmgJnWEGtMRuEpjQb2zOYHdxgq59GdadQX7ToCHTUYceAsch9Jvs52+vG4fwmz0vtXh7YQ83wvhJL2zrMKOj5gow9jzKIcQo3zZqwHXeUHUxBxhR21OYItjCHOitIbXQzeQY8uh988EH16cNKW5eWsmozOyNSxXEpw4bPKdGgog0tsgGjngkYRaWUyVizcWlF6kTCwtWgnbG+EjWAqWGbKrJ9xzSaRSPpVDuJrNL0gEafAe8rIN9bkuKN9OBlG33yob4OcThiNgCOolOxbFsWgnWKSjPQTaGpoNR5nYZzm6Yd0BSqZloBEa6NfE2BDCjwzahzHa+fuDIbdUzbHqrpYR5XOCXddWddYcan8bpNhMslvm5jLUNjDTCk70eDU/CbYSYaTT+jDmxjR3eKrmXk/eFAAt2jbKuaYbuC7o2YjQb3AWALYg0rY43CVAm1P2jmB2omjwq6g/U935hDrlpZeEA764IFC1ReXo47/eUvf6m+fft2+KaijIKNKSUS24+m0Q0hsSkzG8CD1Tiae5WgdnFwTYlvLtaOFVxpBVarIgY6ZdLQiLE1C6WwFlblgd8MPweMPiVY4SPGzIAOM8oGwGksWJyTaggYV/GjJZEB0wOnd2EdJvgMm6CBSTWsNsIUKmook+el6SRUG4CSFmGUEjuvqKMBM0Iow4Q6asB7pno4cLxzfSVbVguFNVOOvGM6FynzwVoAFzucYVAMP4dxOJo4YOhhOb4Bag5BZihFYoMtQw/vU9RWBd+MjhNcyZOuKdABRx3Y9N1RJicFqYTqwzUFVxfD75gGvG0lBnChAzD2PFetzGEHAc3SSZMmZdXpxIkTO3QzOwM2900qkaFiUQzuL42VmTdnz2dhIOrFjpWxhZnnBbPr4qpMsq3gZuk09npQvRHACBM/yFlXWcDCwMYGMJ0XCLS0u7Wmj/EBjQqlmlbkMKbZ4ug4jHpiKn4AS4DTqCywz+k6hgMENM2GOjmNKxtygxpWK4P9IZYM1k6jc9E4pQh+M/xtqc4efS8k5RrObX5N1o7OWQrPh3aP5fg0Bl4Xe8MKiHidZe2CGExDxgVA4DejDBMkwI664g5Y6uCg492YBGFNqvACO4cjfSdpuL5jxxq1y41ZhnHAvkw15xlzSJ03V11WWceQddLkqlWr5HmeBgwYIEl64YUXdO+992rEiBE67bTTzG8waij913olMpRl9xoYc0QFmV9/AGnTHmTcUEYDjozVZtaRkaSgdwVrhyn2cOcAkUCvkUXacMlh8F2zAdaTqmHfQt27sXZNkLFUwpxhhCXhQUFd7LhqgJGWbuwZ/BJYyh4Oz9iGzbChYdU1Y7ZfkLSNBArqrAmuAV4zZfEAWnc39v1jm2HlK8qkgaDMB7yWwTVABcw5FBRBzS7y/rBQv/UJCPbXCMdAKVuPsV2xYSNrV5qZbRxAhi6eY5RRR7URS9m67dVBeitFAq550BZAJcA3sfHkl7OAokcZn7iCKFx7NmfW2pSkoAw+B50XtXWZ23SneZRwDSiEzBw6L6A9E5TSMQDfHdTO8otAwDvFxh1mGcLsCsHrBj1YFoZHbbci6KwFZ71UnjGHXFpZeMj6FDtx4kSddtppOv7441VdXa1DDz1UI0eO1N13363q6mpdfvnlXXGfkUG6pEheIgO7pYwZLPENDRnb4LK5heyatFoZTlHqxoxHHx4gaUQOB8jJJu5B4xxu4JhdgjVTYPQebMwST4uwpGvT/izLzUr2aQcxeAiikcVUH5auS52hZJ4R6rfE1wrrCm5YQJqmiiTtKtBQp3m6J2V8woOXscAoHU9BATxk4OqWcBCQfYWmghozfbBzKID7Ck2LKIaO6Qp2uCHzm1cFtXXU0r0HC8T3Y8VRrFO3Alq2GyBGi5NQ3T4oNh/fDAtdQE0XrxwGYmhQDK6NXiWYF8a2G15naYW5BLMXYo3QAZOCTn0aVAbP6ych45euFWUs28CjUgQwxc9LQscfDWSDZoF1GoGDwzaQ9c71+uuv6ytf+Yok6be//a1GjRqlv/71r1q8eLFOP/30nHcOxTc1Zg5sw4UUsYIoBZdyf7Gmi62eB+3PvCIYYl5RTjxrhtlPUKcjoHnhxmlg2Oiimx/JqbY+yPk0LcbWKUWB3x3W/wHPQZ0v8FBAI4G0El1sM/wWxsKmpL+ACkLiuUhLYls7TSGDh7IBsPgyrbAAKgtR1hWtqGnMMMKRb5p6QlMBITuLnDOoc4hW56PaVHTc+cVwHGOWIUwFhHuypZPLh44meqjGx0zq+KMMI2rTUnYOTbkGa60HjTxa7ZF+M4pEDWOr0L3Weu2hjhUCukdRzUPqqKX2O97z0nB8FoNS9nlWrczllYWHrFeu5uZmJf/j+X3iiSf0zW9+U5K0++67a/Xq1bZ3J+mDDz7QBRdcoMcff1z19fUaPny45s+fr9GjR0uSgiDQzJkzddttt6mmpkb77ruvbrrpJo0cObKlj8bGRk2bNk2LFi1SfX29xo0bp5tvvrklNS4b+EUF8uPbN4QwxRqALrY+rMiSqM3MVpKyENSlB0OYHhdQAVS4OQvskdiAs3aWUJ0oSpum3wz2Rzdn06gSjdpQY5/6/SCzLVZP02zgc9AyvLi8qmHOP24InU1QqD1NDVsInCJr6FylJaxjm+B4os5wyvajgN35MH0Ca9SR10dZprQ6H422wxRurOsExztdK3AghgCuswVwP8b2jDHTOAbvL13CWAh0D7V0EKbK2b3FqTOHsnTpnKXsQTgG4nBtxIEiYKfgvijg3hjfCNPFIHuMjnfsXKVnGuAIwfsxZdbD8UTfCWb0GzrCJLZux9KGa/vOAIO0MnNhrTxB1s6hkSNH6tZbb9Xhhx+uJUuW6Morr5Qkffjhh6qsrDS9uZqaGo0ZM0Zjx47V448/rj59+ujtt99Wjx49WtpcffXVuu6667Rw4UINHz5cs2bN0qGHHqq33npLpaWlkqRzzjlHjzzyiO677z5VVlbqvPPO0xFHHKEVK1YoTvUt/oN4bb3i8e1vglSXAlVPgIZo/MNP2CXLS1E7vxxSjjfA/PEEjCzS/qCzKfFJZv0FqqtAN1K6gWNWmDFrgDKWPPgc8VoWzUqXZ06zwE4faIgmGpgzVPAdB5RxQQ1vaoxCkcTEJ5l1p9I9WKpQbCOci5CpkKpgaTYFH65H7bCeBzXiwJgK4BqAI7Iw6okNapj66sPUZ+oI8SjT1HBvpFojWCeMgqaBYaYcO7TQA1q6B5tnMaBhQ78rHk/wGeL1bO2hB0gKzEKgzn+qEQNYDQXVQDNHkg/2WUkSFQenepbQJouvZZpYdJ/CziuwJ8c/Zu+YahTGoF3hQ6dkvJbNC+rkjH+0HrWjOoDpnpnPFzFoLwZwf6e6SQEMYHiU+Z+Ce+MmaIOCdxzLM80hh/CQtXPoqquu0pFHHqlrrrlGkyZN0he/+EVJ0sMPP9ySbmaFq666SgMHDtSCBQtafhs8eHDL/w+CQDfccIMuueQSHXXUUZKkO++8U3379tW9996ryZMnq7a2VvPnz9ddd92lQw45RJJ09913a+DAgXriiSc0YcKE7G4qHtvyv+0ghgXSwMZBxY3LoIgaPHwn1kOxNZimlnh/DeuvEApg1jKBSSLM532yHvUVq4T6MFT8EopaYhFXKFhJadjxDfA5SpgxipxImL4M351x2oF19MlrhCwzKtQNoqPxj9ezvqjGFjSm6OHGGtQ4C5Jg7YGOgfja9eya5Wzd9ik7C36z2Ce1qB0VS6YOdiwiThx1lO1Ho/JU44S+43pjQ55etw4eRgAw62o93Cuos4TutVT4nQrJr4Ni3lQjBu7dsXWZnfpUoDm2EX5/yoCjAZFN0CaD2lnEeSnx+UiQ7sMKp8ThO6ZBrPhHbD2mtpvnw/UY2tvU+RsH6wAOEFAGvrETia6zdM9DdoVsx3GuIAg6T+g2VtvIG2TlHAqCQEOGDNHKlSuVTqdVUfF/C+lpp52mbt1gxALi4Ycf1oQJE/S9731PS5cu1S677KIpU6bo1FNPlSS9++67qq6u1vjx41v+JplM6sADD9SyZcs0efJkrVixQs3Nza3a9O/fX6NGjdKyZcu26RxqbGxU46eqjdTVbTnYpMsyC1LTDSEN8tZxfjaNGBtXFopDcdtUvzLWH9XhoSlUIBKYquwL+4KbRgkTvzQHrNxCDQyankDGsQTT8qjOAAWtygSjnjSyjOcZPfRDlgSZF17Axkm62FYvgaYJ0HRGmkpLBVWJKChdA9J9e6B21qkYfoLtwX4hY5DiNY+WbYfOBpL+jN8JTLVMQ0ey9TvB/cEDmqmYM1yfgp62ewpmSfVi45iK68fgGKDj2Kdp8vWAVYsruEGBXtofDSYZp4H5tFIetX3BN6P2NmXmYJ0wIpatLCQBoFMy3Z29Y6p1lOrD7HxL0FT/AH6zdAl7d9SuEGUbg7GXTueXILWrVhYesnYODRs2TG+88YaGDRvW6t8+zeixwjvvvKNbbrlFU6dO1cUXX6wXXnhBZ511lpLJpE444QRVV1dLkvr2bX2479u3r1auXClJqq6uVmFhYStH1tY2W/++PcydO1czZ85s87vXnJbnb9/A4SkvYFGjerU0ym9M/6aCewXrIJWUVgCAYjKE6WHNBsG6BVQ4kpawpYcbGEmn0dFYHaM6k+gT1vOgpd2N09QodT4WQMoxdIZSDaMYKJ+dhk7ExFo4Z6nQI007gOM9Vk8PwbRkc+Z3jPUyIHsjDSv30DWKOvVjlCkH14oUPNwk1sN0IfIc1FAusHXSUKF2rIUBHc5UTwy/Y0OkoUOCOptw+hnVQqFFQuj8pvdXRyvRgUAh1RKi7WgKHa2YayyYHYcOiTRMVyaBTGxrUT1Gmn4IHXUU1vpp2KYlDkKaCooratJ3DFPzYSVCmh4nqD+YAunAAZeRd3DoFLJyDsViMQ0bNkxr165t4xzqCvi+r3322Udz5syRJO2111564403dMstt+iEE05oaffZtIYgCDKmOmRqc9FFF2nq1Kkt/11XV6eBAwequaJIQSbmEBQujoF2tBQ3VWSnBnBzL3hoaYKbWimMAsF3h0t/gnZ0Y6ZMChoZS/s0ZRDScOm+0QN+W1y2HTrNkpnbJeptNV2wQC9kGNH56EGNIGwU4goamY04+r287vBbQNAy0TEY5cesBo/NH1Tam+rNVEBjmpbihtFMCjo+/UqoX0OrSyVZaoxv+C0wQwLOC8oaoWtUcw8oSA37S5XSVFqg64SLMMDxBB3EmLVImaEQeG00vi7pLwVZSNQm82GFOTIXJb4GSHB8lkAWD9yT0b4C7dQUZK3G4DpL7XIZVz+LQYYzZcBZ7qGcjRqOwyToSYPAtOJn5iZ+lhq5Oz0Cr/OC0o451CFkvdJcffXV+slPfqJbbrlFo0aN6op7akG/fv00YsSIVr/tscce+v3vfy9JqqqqkrSFHdSvX7+WNmvWrGlhE1VVVampqUk1NTWt2ENr1qzRAQccsM1rJ5PJlqpsn0bhRxuViGfwthuWQrReCjy4CSU+hGwamAdPo1Q435eKyxGtFhpFhzTnNM3PppWKoKgh/bY4ItMdUqfptwXfwi+Bjisolkz7o+wSyn6h0VEslkwj7vRbkL5WM5F79WZplNhRR6vfGa8ppF0AWVdUCwUL+a6ElUD79mb90XdCxfDheqw6qOlCBF+hfg0WHaDtitm6aK0VF9CqZvSQTt4fPIwEdJ2lbBW63jXS6pG2h2qqAce1uDI3QbZMFtdMfAznD2Q+YFB2MPxmCZp+RmwGeM1CGtSh62xAg0RwDy2Cejg0rZ0yptdn1s6iOkdYYoA6ajdDRmUTXFN6MF00S3vbyzNBaqc5FB6y3jGPO+44bd68WV/84hdVWFio4uLWRsG6devMbm7MmDF66623Wv32z3/+U4MGDZIkDRkyRFVVVVqyZIn22msvSVJTU5OWLl2qq666SpI0evRoFRQUaMmSJTr66KMlSatXr9brr7+uq6++Out7Spdk1hzConHkMAIPStR7ntgAFxcfRttp1AZuQumeUHQRUvtTvWDFC0NQSi91DKR62EYocOQb7s1Ud4ocDGiufAoyM2iUKlZvawCnYYUkGtSgEUgfsMxisJKaV9QftaPA6TNQB0GwHWY1gKgnHes0zYbqJTTvOYT1R5ke8NCShpHqxCa2Hjcbas/FN8IoP2RKUpYMFaOlaB4InavWVbb9zKmAsQbbcudkfZKyYF6mIKvWWBML641ApABLk+4BtCx6cz8o+g2vS+0FznK31ffzDFP3yPeSOIsL65Ti61KnFGwG2WPkPGCts0c1sSSW+owBzzSUeZfYmNkWoOdBB4fOImvn0A033NAFt9E+zj33XB1wwAGaM2eOjj76aL3wwgu67bbbdNttt0nakk52zjnnaM6cORo2bJiGDRumOXPmqFu3bpo4caIkqby8XKeccorOO+88VVZWqmfPnpo2bZr23HPPlupl2SBRW69EhlL2lA6JFhdaHYeKUBqWVZSkwIfRUViiPlEH83jphkBeCwza4Cp0sMoXrchSAK9LSzubsq6yAYjIeN1ZGksCRoxxRJtGM2HEML4ROpvqYSUtWDo3QSpyUJYUrKTl0TkLI9Bx45RByuKKgbUWa7vRSiZwryikld7gnPVhmWgaTIhtYOO4kK6hRFgdsrNiUB+EVhezZmgW0GACraa2AWqFgflNDyO02iMpJ54NPMqqpVWj6PwxZqQWAvaYD5ljgutdog4y1ii7BI47v5zt8VSPD+tOkQqIkCFTUGOr60Vtt/hGGCyGY4VWtqPvBZ1p4P6OnUjGdgDO/ICIUe05oGGUd6XsA2EH5nb7cMgaWTuHJk2a1BX30S6+/OUv68EHH9RFF12kK664QkOGDNENN9ygY489tqXN+eefr/r6ek2ZMkU1NTXad999tXjxYpWW/l8Vi+uvv16JREJHH3206uvrNW7cOC1cuFDxjuRvNjdnFML0KN29CCzgdKGCNjd1+mBqJaZNwzQb6BzAxigwMDxachhSdekhmB5usPiyMXUep0VA9gPqi1J/C+C9EZqzJLWTQtouKE2camJBpw9OnyCOP3rgg6l7tNQxNuKgI9mj4vUbofOqBKw9dN2h6TP0GSjg+k7vD6coUa0WwxQqWhI5/vF6dk2YIq04pT5ATSyabkn3bujgIOs23WepEz62lpXsDkphujqtVAXHSiatyq2I1bIAELYZwHN40LEaQOFyXCoetZJ96jNNuYaHfstS4XQ/pmXM6ZxVGo5PmksD90aPPgexQY3Tgb0EtHtp6jMN2NE1Dwbkib0d0DTvHIGrVhYevCDIPiPv7bff1oIFC/T222/rZz/7mfr06aM//elPGjhwoEaOHNkV9xk66urqVF5errF7X6REfPspA5SCmfgIGErQIEzDaAylxOMoFa2MAY1MfPiiwrCkghdN96ZGDWWOGSfD0neC9RKgc8gvhoe09ZkNanpN66o3uNJbPWQYWQtmUwcheC9eLdN94awrOC8oDRum5NFvQSvLEMFfrBFlHB2laYqU1YIZF3RNMV7LUKSaasXRcQIP1RSW+l9SFqmKMOWJ7MnYyUm12GhqKajcI0nxtVDDijqResKS4pAphx2EYH2nVSEpcKVMuPVgdokxsL4fqUYJ33F8PWTn0UpalPUNnZxYK45qiFObNgTQcYerR8LKoNiugN+CXDeVbtQT/7petbW1KitjKdo7I7aet3e97XLFusFKmNuAv7lB7592Rc6/M2tkvZovXbpUhx12mMaMGaNnnnlGs2fPVp8+ffTaa6/p9ttv1/33398V9xkZeH4gz8uQVkZ3U+DJTpexiZGC+hs4j5tuavRwCw0Rflhi7yUNqvxQDRa/nG3MlHJMn7UZ6iYVfMRYMqnetgskdfz5QHAPH76pxkU51CaiGhdwHNPoLR0D1HlFNDPitMoXLVFfCh11xsLAuPgvLWMNrkvXxThkP6VgGWZemcv2UJCCGjEFnzAmRbqcCs5nPnynoTg4Bh13lFFJGXrUUUcredK9uynz89LvhSsQUfYgtQMqYeorDWLB9GIq+kzLu8dA+iZxbkj2AUCclgu1jmggE6cBGQKnMhk7JPAeRe1tGoihun20UAx4DlwFFz4rTnuE103TwDgEto8By9CnwZpcQh4+chSQtXPowgsv1KxZszR16tRWqVtjx47Vz372M9ObiyKCmJdxAaSCxES/hG5WBeugQ4Jqq9BNAwq0xuh1IWh/Pig5SsX7cHUxyhqB0ZhELdWJshWro4d5fHAl/cGDUhCzrfIVI1o9EnZKUa0wzJSD60ACRJ+o0UUjaNhgpQw9yjKkKbd0TIHnoAYmNfaxcCj1hFGHRDPUuIDrO2aOUGcoMNDpHmDNkIgbG+h4PsL0Zx8GTgisdTowEwmmimANZMp8oGmecBzTNZSMPWzzwMAEfiewZq5fyJw+NJ0Ns9fpnkzWRuogpjpm1NlInUgQ1Haj4uU0SEBsZOy8xo46OD4pc4gG0I2ZckTTNJa2k3DYGeDSysJD1qP773//u+699942v/fu3Vtr1641uakogzCHYmuheCgsiUuAnS+wck+iBup0WIvH4rQIeFgmB016oILaOmGVMKaIU4PVOpcfOK9wX9CBEDfWYcJCj3QNoBoxlHYOKrfEoLMR59TDFAtcth2kH0pcr4lS4pFYrnG1kHgd/BaWRQ6yAA0mUP20gKY/Q7FcdE26HtM5VmQbvaftqD4VjaSTQxoWrKWHW+jkxOk9tSwoRucPfccxqhdI7SNYcYsAz9lmW7YKEfSX+LelBUCwE4GkXFMtIVpwgJaAB2LEUjZ7KGORU41PygxF6ZtQk5OWno9RvUgaPKVBUer4o5pI5N1B7VYHh84i6x2pR48eWr16tYYMaV1a9+WXX9Yuu+xidmNRRayuXrEM1crk2R0geD41NERpRI6KDNOFnhqstCILZWeRw7exHpI5qEFNHXBQFBR/sx6Q2k8OGrQKnfXBy5pNUwqp87QstmF0FItkUkCji0aMsdOcntHroGELRM5xOgmM3sehWKVHmW3docOM6o7RggPQCYv3M7AP4KphNJ1xEwyIFJZmbqMsAh2b6aGaOS5o9Sayx2MNOPqOoZ0S/5g51+n4tNZFowdXWpEU6cDBgJggKzDo1QO182A5dszShWxEPKZg8RQPrO+4khoV9Ke6Y/Td0cAe3UOpU5cGRoGTE+vYUacPtRmh0DRF0JPtAzh4BoJxfoZiSDkHV60sNGTtHJo4caIuuOAC/e53v5PnefJ9X3/96181bdo0nXDCCV1xj5GC371Ifnz7ixbWEKjJ7N2n1TOCnkxHBpeyNxYYxbRzGL01TSmh75gK9FLqPKT/Y0cdfSewEgymTtMoKjhA4ggqZXtRIw6zBuBhiRpA0LkaUAYUEZml7CwaRaUimXRNoT5YOt4pwwg4TGgkOL4OOqRgBRXs0KOUfVodhzKl0nCeQeYqWQdwIIE6YLFTEjIuKMOIwpgVhtYyOmeNCwQEQJ9OEk7vous21fURDYhQe6sQ6I1AQXIsHYBtKOr4Y81w5Ti6d7PLItYNdr5AUBYfnWdYs40+hzWzDTyvj7MI4B5F09ppGhh2csI0T7iWETs670rZyxOf4dvrwyFbZO0cmj17tk488UTtsssuCoJAI0aMUDqd1sSJE3XppZd2xT1GCrHaDYrFMiy80MAIyjIbGLhkO3Ug0DKN5TA6Cg+QWBsAbkLYieRn/hZUlC/+CUwVaoQlYsH3l7JIi9gAI98JWycXpusSpwR11NHDCD3cQCcNfscgSimJlwCvZTRxcsjA1GSo64TnInxWzICjax4FGAP44EXL9ZawSDVNxaCH7zSMetL+PPptqTaRJaslRR1htnozAa2AWMdYKOkezKmPS5QTZyjde+hcpM5G+I7pwRBrJxk7sPH7A8+L5yJkSdGAA7VBiRixJMVoylMZG++i1fkawfNCdhZ2TBtXIcPVUqkOJLQFaNooEqSGe2iKViykjGTjghh0rGANRQeHCCFr51BBQYHuueceXXnllfrb3/4m3/e11157adiwYV1xf9FDIiHFbPLDkXFGN/AN8PBYBKM2lDUAI9q0PyWZ4yKgmTFEV4Fq/8DqOB5mecANHKYn+BXGZRppqiJlSoHDEq4G1h1W70rACDTNM6f6NTTaSquAUGYgOVRh8W2q0GvoHFQWcR4a9YSMP6Kx5W1kB3m6ztJnwJFg+I5p6hE98IXBDDVnBFHGLxSGxo5pmM4WozonMKVRzcAZWgdLdlMWLHXSGFdlosCpitRhApmB2gTWFZjOSIErbpleVZjJ6cGKjzQQQ7RfvHUwAAhT8nC6LQ3EUecVtUFhEMPzaNVXcH9ULBvqiXk0HZimqVFnjrWjm7B5fThOcgUurSw0ZO3luOKKKzRt2jTttttu2m233Vp+r6+v1zXXXKPLL7/c9Aajhqb+PTIeOAOYA0sq39BqNum+jIUS3wgjGTAyQiuz4bKp9MAHI+nIeIR9palIZiMzzml/MVrCmNrTNOpJHSGQ7UX686jGCU1PgWcHOs8CUG5UktI00pYw1lgC8ycOI620Gget4OVTViB0cPD+4PwhB9LAtvS8n4TrbAOtuGbsvDSGX2B36E9shAEMYzFvvG5TzSGYKkKBU7fAGpUa2BP1RasekXLNkuQXG1cCgjo31pUScVpRaWb7CAnmS/IrmS1I2SW4GiWEB+dPAOcFthmBXe4PqUJ9YfuD7u8QAdX3g2Ml6MXYWXQP9YCtivUd6ToGGZrYXqD2Np0X9DwInsNPF0gr2WVzAs45FBq8IMhOXCYej2v16tXq06dPq9/Xrl2rPn36KA2jbzsb6urqVF5ergMPuEyJDM6h5jJIJ6dCfwD0EEwdA34S0rVTtof0eCNcmKHBH0ORDNSV/ELbd+IXwGegB03qzKHsWuMxhZxXxjn69FnpGODlfxmoBksYoN8/oAd++KxxuC5arp8S00Kga4D1+KQBB8xEaqb3B9cemt5jqGVH1ztcRQmL3LNmuIIuZV1Rhx5etzP3Z/1OaKCDPiuuQgbbpeFaloDOWuoMJd+CjncK031bwuM4Dh0XqSLmOKc2I7G36FqB7V5j5xBNZ8S2pfE+kAb7I93fU8Xs+xfW0mAXG8iWc1ayXUNTqQY9++QM1dbWqqzMOFMgQth63h548wzFOlnV269v0Kopuf/OrJF1eCYIgnZFkl999VX17MmiTDszYg0pxeLbj0IVw7KPKEJuXH4RV7yg1TioNhGk4gdlttUi0PNaV8iiaTuQ+utDyj5Nj6OVlGh5VUtBYhpZjuNy5/DeIDCbirJVaLUQaLTGSNoTXQPgtxDVQ4Jlc7HuGE23hOV/C8D8wd/f2CGBGQ1UEwlW+BHURRMsO43XWrKGUpFuSv+n90YdutZFHSgMRaRxtTpc/tm4UhVNyy2GzGUq1E5B5y0q1kCLIcAALV17QOEUSbhqKXVwJChzla55lt+W2oJUew5WmcT2Av22hlXIJKkQ7Ht0zyugzBxoayWgXU5tRvNUQKBPFs83QerAyyLKsp0+HLIGdg5VVFTI8zx5nqfhw4e3chCl02lt3LhRp59+epfcZJTgpX15yrD50mgWEHw1FxekB8NOems/C6rXgw9L9DnINWmFH8OS2FIWtFSaswzfCS2tSYVc/SRMaazJXK6XRu4wqI4IvS6teAER+6SWNYT58sTA8KiAo3HpV+vKR9RxHoOORCJIHSTgAc2zFcDFVZQog4dWyaPrMQ1i0EpfpcApYV0MzFpUmY5jWMAAO6Wo04w4CKmjlq4pdNzREvWwGhgNTtE1xYfi4B7UCiMFBzxBgWbqMKN6SFQjyDpNjdrRuD+wN1LnJRXgh5VhaSo1LzoC7RRaiIMGu8DaiB2wMP2dnlWsHd0UuMogmT+YxpcbCILOf46ujtE89thjuuKKK/Taa6+pe/fu+q//+i898MADLf/+/vvv64wzztCTTz6p4uJiTZw4UfPmzVMhKR4TIvBJ54YbblAQBDr55JM1c+ZMlZeXt/xbYWGhBg8erP33379LbjJKiG1oUCy+/dGGDRsqzkhAMztoWcW17NCKfbKgapiUxcZBDRtyTer0MXaYUeYDbYc3P1oBj0aDaW44cVwYGz/e+swOKUnyocCkBx1m1JjCIolwXgTEELEWD6a7L3Vg03dHr0vF8AsyM5tikCGDhZyNhXepgLAgCwFXKoLrMdYHAU5YGrmlmhS0yiguTw5BqzJ5oNSxlMU+ACLkvPQ8dF7TddtY+8evsGUk83aQrQAY2LQvHwrwezBwQh3i1LlKA3um9rHExgp1ckO2Eq7iSBnOUAuUOrDxmmLJpqEOYljpjwqr46IOcI/3K6CzlgZEAKUucGXZI4Xf//73OvXUUzVnzhwdfPDBCoJAf//731v+PZ1O6/DDD1fv3r317LPPau3atZo0aZKCINCNN94Y4p1nBnYOTZo0SZI0ZMgQjRkzRgnqmc41pNNSsP1NCxuPZLNqhpsQTBPw4HcLyqHBSqt7kGocEt+cN0MnEnnHlIVEmRTUwUVTNqgxRSPfNKXEg8wM6EhETiloOOBvAd8xfga67sF5i5+XHqpAqVvzSoSolXjqUQAdEvRQvRE6kSzTDqg+GXXAwYostKodLnWMK8zZ6j+hVBGavgtBnxWvPTCNErOD4QGNssyQc4C+Y+NUDPwtKFu2DqbJ09LztSzogMuxA6cpvTdaKl40ck2d8NR2o6lW0P6wlAXATm5aDYzeGw2IQHgbYcCTrhU0hQqs29SRTEFsHokzzDwYOKEMfJzVAezjWBraULmCCAtSp1IpnX322brmmmt0yimntPz++c9/vuX/L168WG+++aZWrVql/v37S5KuvfZanXjiiZo9e3akNZCy9vAceOCBevvtt7VgwQK9/fbb+tnPfqY+ffroT3/6kwYOHKiRI0d2xX1GBn5Zd/nx7S9uNCKDtF9oVUXq7aZ6M7CkeLoCLvTl0FA2rLRC+4tBZx42zmklE/gMMZzbDA3qYuYwoQaB3w06uYCRidO7aFSRVg2D+jqUOeR3Z4s+1YnCZ29AxU/1Lc/YRsqiglsADWpoAKe70zUKRtIH9ELtPLLmUaYPZT6kYH/FPVAzPGchm8bbaLse45Qs8P482UaWcQQatcoi8k3fCQRdoxA7i+5l8N3xNcD2AIn3UMps6wHLytM9mdTNoCnN0CHlUw0jCMr28uAaivdkagsQ+4PuKSXQFoTfLL4WOhuhoyEoZfY2He9U95LsoVgjip7qKasaMiqp7iXdCPCZBjjqiBRJTsFQc6iurq7Vz8lkUknK3G8Hf/vb3/TBBx8oFotpr732UnV1tb70pS9p3rx5LX6Q5cuXa9SoUS2OIUmaMGGCGhsbtWLFCo0dO7bD128PqVRKTz/9tN5++21NnDhRpaWl+vDDD1VWVqaSEnhO+w+ydg4tXbpUhx12mMaMGaNnnnlGs2fPVp8+ffTaa6/p9ttv1/33359tlzsX4l7mA5gPqc6AIoqrItAIAF2oaLlJ6LWnTikf6vXEN1EWgl1Ejh680j2ZcRYzfAZJ8qFBHdsAqcTGOf+I1kt1OujGTBlBkGFkTWE2LbMuZtwm6AENlhKmlbRiYvMnBrUGfOhEwmW2gcOEOn7jG23XRexEpIdb6MyhYt7YGUaDHWCMYqcPLT1PI9Bwv6DvhDo56eEGCxeTvuiz0nFH1zFop+D0M5weSbUbKZsGBicKQSUtamvRNEoI/I4pjNkq2LlK1m6YtoUCCcrCZqyEDGfjfYDaW9SeIfPHT9gGWbFTkjqlrANA9DnAmmeptZpvGDhwYKv/nj59umbMmNHh/t555x1J0owZM3Tddddp8ODBuvbaa3XggQfqn//8p3r27Knq6mr17du31d9VVFSosLBQ1dXVHb52e1i5cqW+/vWv6/3331djY6MOPfRQlZaW6uqrr1ZDQ4NuvfXWrPrL2jl04YUXatasWZo6dapKS/8vejJ27Fj97Gc/y7a7nQ5Ec8iHDJNErbHgKwH0wnqb4b1RA5gukHABpwYBSaEJYI6+0myjp4dRDHzIgAYLrkQHhabXwcph4HCDjXMaLSyCkQHKRLMWEKaHDJq3Tg5zxgYhdugZG6xxSOvGB03gDKXXxCkg8MCHQdPAaFoZnWfUQKf9kdQTj63bMet7o8LQNP0Mpm/SwxIuOEDSi3FaIQR9VprSSg9oNDW7FqbjlMDKi3itzbx3U+YyPshTG4qu25TBQR2OENg5QFN4AbCYN/UfQNuN2hUxqCWEJQaoHAWwo3CBCIgA6qhiCQyfFiZgzSgDDgWyaapljsALtvyvs31I0qpVq1qlcW2LNTRjxgzNnDlzu32++OKL8v+z7lxyySX6zne+I0lasGCBBgwYoN/97neaPHnyluu3swdsq+p7Z3D22Wdrn3320auvvqrKysqW34888kj98Ic/zLq/rJ1Df//733Xvvfe2+b13795au3Zt1jew0yGVyiiuHNsED5CgEgiuAkKjhTSXn9LJqfg2KbEt8aiSz54j3Ttzek9sIzzwUX0YKuRMI2PGkQwfUuKxYCXNvyepIpiCCxdWmtpBnUMwfTMGhbX9CpZ+RlNFcNoOuSY1pqmuAgU9fNOUDZrzT8YednLDuQ2rQWEhX7FvFlYEmn5b4rCneyOulElZLfTb0kpFUNeHpo7T+YhST4y/PxXA9TbAAyR1NhkLpmN9MuoIAe8Pa1nS9Y4+K21HnU3GFUlxGj9wIlAtKbwfQ3gp6jSl+wW0Z+KwyAoc78gxSfd3qqNKbR5cDIE6YeFaRsvP12RmuXvUcZUrMNQcKisrQxo/Z555po455pjtthk8eLA2bNii7TZixIiW35PJpHbbbTe9//77kqSqqio9//zzrf62pqZGzc3NbRhFncWzzz6rv/71r22qoA0aNEgffPBB1v1l7Rzq0aOHVq9erSFDhrT6/eWXX9Yuu+yS9Q3sdEgWSvEMCzmMGBLRRWrY0kM1rWRBQR0IGFDUMF3GNjXCaqGlJrkAHaWSG4u6U6cUNWzogY8eqogzjAoz0ndMBaTxuzMWS6YOQppCA94LjrbTZ6X6NZAl48HS3kExFMFdtx61U88ema9JU1A3QGe4cUorLbFNHeKUcUGrYGJhU3DZdC/mWI3TSDUMnNAqNTgNCKbu8QpZhgEg6vShjgt4MPQrmS4aLXfOWWG2mh60SARhBWHpAGPHhQ+rtOJgErV7oBMpvo4JcPuFmZ2hQU8WOKPsLJw2vLYucyPxqnvxGhacSsP+qLMpBhznWHMqCYOYhilvUjb6rdCJRCucgoq5QbpRWoO6c+ggevXqpV69MutUjh49WslkUm+99Za++tWvSpKam5v13nvvadCgQZKk/fffX7Nnz9bq1avVr18/SVtEqpPJpEaPHm16377vK93OGvy///u/rbK8KLI+nU6cOFEXXHCBfve738nzPPm+r7/+9a+aNm2aTjjhhKxvYGdDUBDPuEl7KbtoET6gQSMpBmnTQRncNKgQKY7wQQG/NWwzJc41emg1jxZSOjQ0kqghgp8XuuypMZoGouRxeGilrBYvBQ8tlP1CI9DW5djhOyaOH3xQgumHns8OD3Ru+z2h/kItrOAFjK4tFwZt6HpMBXWpo44W7qlhkW/RinW02h8tiUw1PQArKF5v60QMaJCgBjqb4JqC6eVY9BvuKzXgUA0dAziQQO0U6mwyZjZhJydmctJCB2DdpnsKdXLCZ6V7Mq5sR1OkISud78nAcQFtLVxMBO5Rfu8eqF181ceoXQCdq/FaGMSgti9xEMIqeR4dd5QpR7MmIOgYSBcw538cjBXzYHzUYShIbY2ysjKdfvrpmj59ugYOHKhBgwbpmmuukSR973vfkySNHz9eI0aM0PHHH69rrrlG69at07Rp03TqqaeaVyo79NBDdcMNN+i2226TtMWu2Lhxo6ZPn67//u//zrq/rJ1Ds2fP1oknnqhddtlFQRBoxIgRSqfTmjhxoi699NKsb2Bng9eczpzSBNkvRBUf51PTdBx4aMFRSmqcQS0hvIBT2iw5tMCDEv2uOIqKxZcNBZ+zARW/g4ZD/OP1dteEzkbB9ENcDYx+MzqmoHYFTsskOek0DZAeDCFwFD0Gr0vXAPjugm7AkUydKvDghR26uAQ4ZPrQ6pHGhyWvDjr0iEOHskbgO8FOc+sy1hA4fYZqXBD7A7OVoNPUMM0qm3Z0T7auXOqtq2H9kcM8fVaYkkd1IK3Tdym8OhjIhGx4ElDCzFAaYKEaQR9+gtoFPWEaunHhGa8B9kfSgWkVVFghzZqBT/eBOAzEYCcnSaNzaWUd66OLcM011yiRSOj4449XfX299t13Xz355JOqqKiQJMXjcT322GOaMmWKxowZo+LiYk2cOFHz5s0zv5frr79eY8eO1YgRI9TQ0KCJEyfqX//6l3r16qVFixZl3Z8XBPR03xpvv/22Xn75Zfm+r7322kvDhg3rSDc7Derq6lReXq5DhvxYiVgGw4DmwBJHSGB7QBc4AEk8txlrBMHIMqXYx+poxAMs9LBCGi5lTw8tVECaVlqhOf+0P2o4UO0Pstkb549j3Ryaj043euNKFlzHyi6yhFketNoSjfBCRggGdOoGazMf5DzIpOGHWzjeYaqdSljKE2HxSTxlA4uC0kMVcRLTOUbLP9P1DuqJ0Qg51hGhB02qTURsBmuWB3XUURYKdBBj3T7j/Qf3RxifVOuKvhNa1YzuPVTknhYdMUyllpijE88x+AzU+U9T6LDzktrv1EyxtmcAePohFM2n84fqqMJgF12jyHkwlW7UE+/8TLW1tebMkyhh63l74HVXKtbJIKVf36BVUy/L+XcmSfX19Vq0aJH+9re/yfd97b333jr22GNVXJy9nEyHXa5Dhw7V0KFDO/rnOy38km7y49t3EmDqXyYnk4RLcVMaqbVRgx0htGoHdPrQyDcBPrBAYK0JKiJunMvvwfz2oBIupLQyF3jPQQFlA7BxTA/BVKCXClYqBkuFV2afC7zd/koyz1taXc4auNIbTQMy1hDQgMwCgdgBS5lesD+/Z2XmRuJMD5oq4hPRYmXxjqkYKTiMUIcUWXck4YMNreLIq4tBNhX8FviARpxm9HtRUCeNcYCcsqmw48JY/wcdNDFjjTXDVRzpIZgGneC8xc5awxRuarv70LFG7VnMqKOOBsqEpvo/Hk0Hzryv4CARdIRRHVWqP4lTWiEsBdP9dNekSEUWEWcORQ3FxcU6+eSTdfLJJ3e6r6ydQ0EQ6P7779dTTz2lNWvWtJRz24oHHnig0zcVZXiplLwgw0KJy1eCAyn1mlLPPk6fsWUq4EpfcLOKkRQlib2/OnjgL4cHeVr+lzpzYMSDtqPl3XHJUbjZE2MPRx8hWyVGI9V0/sD5SA1brElA9SHIvIDsQVxVBqYCBoU0jRI2o2WnqSYBmD+Y5UHTHuk4oSmjmDUC508Ateeo0ywFD9/gsERT1ChzTIGteD0OsMC5jYVNKVsFVchicwyzUY0PwfRZ8V5mnBqFQdJVqUOK2mTF8B1TFgpNe6N6gTQtcyNcB0gKN01rh6CVXKnthkWQoZNT8FvQ63rgeT2oZUjTBWM1MNjZHTrXO5ZMs01gaRCwvsfSLq2sQ33kKB5++GHc9pvf/GZWfWe9E5599tm67bbbNHbsWPXt25eLKeYI0iVF8hLbN+Yoc4QcDLCIK0wBidEUEGqI0OiTcYUsH7JayP0F/VhUPvYJZHHBSlUU6Z6wOg5kv6Sp8OpmaDjQalXAUROj1bvg4aG5D4vyF9RApgc0HNJQ2yvuU9FnqCXTKzODkFbdw6wryB6kcxuPT8i8s0y3xJo+RfBQQL8rZRnCKo5YkwKmbFBhU1wtk4wpY802XCCA7nkwNSrdna1RtGQzZuiB90cZybhSFRzHPhWuppWKcFVAqq9jm05PhN8xUxIelqnzJQWr89G1Ec5Gnurdpwe7LhCSpxUQzdOsaIUsyliiaW8lzE7xadooAd3LYODEh9pEFLHN8LrwOXAmCRgrVELTIT/w7W9/G7XzPK/dSmbbQ9bOobvvvlsPPPBAh9SvcwGJ2nol4hk2BuoZB04EeuCP1VEdGcjggest3YRwzj80CGL10NkEdBWwUC4tT47T1Fi7OI0CwahXwjiNDpenBgY/1vOA7Cfq9MEi4hAJayp+Bof0VqD1As4xmnqENR/guKNOSRyRg2wVIoZP9Qho+XQsbAuZPtZaLZQFidlZ1EDxwVphrflAdfuoswm2i2+gYvMwPYE6a0GaRex/P2J9QVattW4O1ieDpyrMLqDOARpkA8wh+qz0Gej6GaeagjRFiVb6gkEMDMAgxOnl0ManmnJUfBnvyZTFBffkeBqOAbD2xDbCOUsZnxQ1LLjrV2UuYy5J8U+YE5YWJiC2hZemlYZzBBGuVhYFfDZzyxJZO4fKy8u12267dcW97BwIgoyHK7+CRR8sc1sp9RenKMFDARatpUYh7I9ufqSsvHnaFhWPhTnQXKcDHrxgWhFOj8P3B74ZfSf1sOQ9PVDRyBhNe6MHTUtNCrH0sxjVw8GVA6ERB99JzLgCIqnKtOXCYKxQZx4cT9iIhwd+LKZJHcRUzJk+B2VegQi5h/U3IAMBpgLSinXUMUAj3zg1yoPsApKWWcGYQ9TJifWf6Hgvg84crAMJ2VmUEUTT6OLgYAj1JwVZq1RiAKfuhXXoNyzqgBlBUGyeMnNwSh6t+kudprRYAw1ikBo70MbHEhjQ2ahePVg7uPZQlhkpUe/QPrwAK5xstw+H7JG1c2jGjBmaOXOm7rjjjg4pYO/s8IsK5WfYyCmTghgOmEpMI9VUxJOK/GExYkqvhnoodJNEIsjQsbYJCofStDLjMryK22n/bLkwvD9qUAHnAD7cWpfNpYdWSomm1yXlS6UsdE5AV1QjiqYLUuYYZL9gQxSLx8KDZgI4JGgaGKxSE6uDopvwwMdTS6GeA2Ur0HlBHXoE1PGbhHsUPASnu0OWDK6iA1NAYJon7y/zPoXZeZR9a1zK3lsH9UbAs0rc3sK6TrRgB5AioCl+fH+Hdio8fFNHCN1rPaxlB+03cN20cVou1u2Dwih4fMIgGxbghvsZqcAbM64aZu1wpnsoXQNSlbTCaeYm6VTusmAcssfPf/5znXbaaSoqKtLPf/7z7bY966yzsuo76xPW9773PS1atEh9+vTR4MGDVfCZMuB/+9vfsu1y50Lcy7zI4L2ZaFwwoyvdkxmstDQxrpBlrK+DnT7QwECGDTX0oBixefl0eljGJcWh4UCrrtGD62bCzEBd8Sp51mXW6WGJppbSNAaaukWduqQvagBT/RpabYk6GyFdGx9GmjIbhT51XtN3Qp3/NBJMNYKMUwZpVR6e4gXeH2W24ag822txmi8pOCFJBXDtoWwVGgAijmTKpGFXlFfD7I+gJ4vKU6cPZv1SFgo99GNtoszzx4c2Hj7cUjF8uvZQUKF2ykqHwQkS2InXwAIRUBdPaTjuqISR4PppzZTDeyh4Xsocw6mbtnOWO+Dg/KF2FNhXApjelzNwgtTbxfXXX69jjz1WRUVFuv7667fZzvO8rncOnXjiiVqxYoWOO+64vBSklqfMBgR+J2DU4tQetpBSJxIVtcSMBkj/pukJaUjFT6wFlchoChBMT8HRUbox06gsTS2ExhRNjcLMIQDKQMAVKqBDgkb4fOpINC6viqNeQKeB63nAVDbIaMApWZCNGKPMEUtnKFzvqJMbO0Nh5BYb1PTQSllhdM+j6aBAU8yaYYbHJ61EVwgdFzSYQN8dZcJuANeljDCanlIKg0lYiw0W7KCaLh+sZdftAdkAlNVAnoOuFXi9s9XswgEbuqbQdHVqpwSZX6DfAzrgqB4S1ZuhqVHGTh86z2I0mADWi4DGTmnpeVqhk1aia4TtsF4guz8i/E59jQ75gVdeeUXl5VsYpe+++65p31k7hx577DH9+c9/1le/+lXTG9lZEKutVyyTIDWNaBJnAxVoppFbCmoQ0KhsLYsYepBJEYNRVGRQd4fpkdQIgYK62ClFBSZpdJRG72HKE3bAAI0LrEaQhLn8FFQPhxoY8N15ULsAC8nXZnaaeWXMAMaOEGicYVYTnRc0bQe+Y1NNig0wzRcyJCgbgDoQqFCqpZimJHmN8MAH3p/XAM0X6oClexndeyhoiizVirO8Li0TTh1mdJzUsfnj0XcCgwl0rJivZYC1FtsINacgEw3PC8iCxd+CMuoow4T2Bxwm2HFFvwUVal8PgpjZgL47KgsBQVMBUV/r4ZyltqCxo9v7uIb1B+0tUpgg75hDDttFz549tXr1avXp00cHH3ywHnjgAfXo0cOk76ydQwMHDlRZGTNocxFBUYGCDNouHtWZJpVlqOFIoyx006CMIBoxhilZ+BAMKZ0kpxrn6NOIXBN0rJXB6D2NLGNKPIzKwpRByvQQ0biADi4ivCxxJyJNK8PeqyQVSoUOGKp10693xjYBLLMe/wSmoELgqmaboKMbOi4oiPYYFiOGByWqmYLXT3pAo98CipdjxzQ05IMy8C0oKwOui7hMNBTexSmIVDsLpu9ixwXZ46nuB02RhnsoFqOle3c5Y/pQW4Boq0hSujd0/oIxQK9J13es2UUFqaljhTKrqQ1KWbrEOUDHcVVP1o6yYOG88GE7XAGROtagzej3rcjYBgeTAvhdKYPHWBcNB9msBdjzCJ7UeUFqkzuJJkpKSrR27Vr16dNHTz/9tJqhridB1s6ha6+9Vueff75uvfVWDR482OxGdhZ4KT8jPRULqRmCOhBoOhbVJsKsEbrRU3othF+R2SjklFkozEirI1EaNrw/XJWJRoNpWgStuEUOLTBKGaPV9KDwLj4U0IMXzdGnTBTD9NJYLXvHPjS6adVFanTRlA1LfSWJ6X5Q5wsuKU+dOTSaSddZKnJPDw80XYiyc2jKCwA9PMSq17EOS9iz0n0Fv5MGeOCjBiJhj9FgDV2faGo2DXRQDTjq5IRMH3IIlvghnaxl2ElDU57gNyPC5RJ/x1hziLLM4FpG7s/vxUS/Y7QCFS3CAJ2XWP+JjmOYRkeFq2NrwbmBVsCkTkTM4oN6pjhdnaZmw7URrBWen2fMIVfKfrs45JBDNHbsWO2xxx6SpCOPPFKF22DKP/nkk1n1nbVz6LjjjtPmzZs1dOhQdevWrY0g9bp10MDaWdHYlDliXWhYVcRY0wnn51KBXpoDDdMsPBghx4cl8o4h64pG+b0SyBqhlHNrthf9ttDYw6LkKfAt6CETRrJwCghOi6GVuYxT/GiKFzGUqSbJqtWonXqygxJ+Bkqxp2OFfguw9mBnnjHzEjsvoSHK1wqqdWRblccU9B3DFD9cDIFqysHxiSPamMUDqvPRCp3Wwvp03Yb3hxnYcE3Bun20MhP4tpYOU0nygcaJlAVDj7JvaeqRdcVcMt5ppT/KXG601fejDgmqi4YDe1TMGbAbsbOE2lrUPqZ2AC0Q8Ml61h8MJqDUXLzPOuQD7r77bt155516++23tXTpUo0cOVLdusG9OAOydg7dcMMNJhfeaZFISPHtvzYcQSEpCjSdgIoR0+pNtD+oDYCfgxrAeDMF/dFZUAzTKY2NKXx4oBT7ApjaAY0uLIZOWFzUeYkFHI2F1SFoCggWjqTXBf3FNrADldenF7smTbeExlSAdRpgShY9PJAxYJxWxnWd4LqNS4Ubi9bSQzrdB4Czlh4esCA1ZUlRlgwcA5hpTA/LVHAesNuo08erM3boUoFrWN4dO2lo2hsF/RZgTQ4gk5Om5FGdSlz9LqBiybTKJGQH03cM+qOaOUGJrUi3PGPtH+vAI7VBQSYB3lM2wDWFBjCogxgHE3qw7iiLmNiCQZ6lqLlqZdtFcXGxTj/9dEnSSy+9pKuuuio8zaFJkyaZXHhnhV9WJD++/c0SG6Ngs8eCzzACYA1sPOIS4LT8r50RZ82QwbokFJQ9ZuxoiAEBaUnYwIiTaCs9oFkLOdMMJSpKDruToEHdyN4LoUTj1CjquIBR9KACOn1gZDHoAZ211JEInLqesYAndsLDNcovZukJtJQ9TgEohPoLcIkizjAcvccOZ+hYo4cRegimjj/oRAp8eF2wlpFUS0nY6Yc1XeicpU59Y90PygpTAt4fWJOx9qAxcLATwlojxlsLgwSlsMIcQIxUtpQ4SwqOY7rmebCAAdHZk4QF54nGI/3+WOQewoMpeTjAQr9ZDzs2YkCDnbkC5xzCeOqpp1r+f/CfsdmZavJoZairq8tKhHrDhg0qLYXG4k4GVK0MgizMMWqcweozQTHcmGl1HOO0GOz0oZERssGAsslSFqkd1vRqKrxLHXA0igr1qbAmEhkrtIKKYUnsLQ3hOwblcCXhamUUAdUGAAY1jiridwKdSGnYH6i4JkmqZOlsmP5NnGbGh0xK16drVPwT+O4orPXTDJ3/VOuKAjN46HinDFI6Hymr1rCAAU4ZNk5/pzoyXN/R1tGNhbAp+5YE96i9QOcshXGKrKm9IEkVjD2G3h+t0ErnYgo6Q+E4xo5uXK0MfjPINkbvOAGdJXTc0TMSBF63ISOI9ofOFzSt3SEv8etf/1rXXHON/vWvf0mShg8frp/85Cc6/vjjs+4LncQqKipayqUR7LLLLnrllVe02267ZX1DkUcinnnDp4sGWfzo4Zbq5kD6N43yY0OZRp+ogB89LBMWF9WvoZsGpEPTdtihR1PtaPTJOGUQjRVoEPplMJ2ACkPTqlHUkUgPLdaRIGA8YKFPeJD3oSg9rRxHKq5JrMKPlAVjCRyqrbV/aGUhfOCnYsTmumi02h8MYpCy01i7xE4QVJLkw28LRWY9yJbE6zsNsICDIR539NBCxyfdUyiDh+jdSVk4uunYo2XWgaOOBmvoXgb3Wmpr4eAUHp9wraCpW2RNoQ4pyiD14NpDnaEwtdCj5wHquKApjYbsdZo1ESRhRUDqWMN7nnEqIAjI55sgtReo89XK8oQ5dN111+myyy7TmWeeqTFjxigIAv31r3/V6aefrk8++UTnnntuVv2hVToIAt1+++0qKWHGjmU5taghiHsZNyMaQ0OLH43GwLwYv1cP1h8Umg5glMqHDg5aDpUaBIQlQQ/LuNIbPQDBZ6Clk7HTh0ZHqYFOnVwkhYaWfqW0bggqRosj5NBQDmD5bLwOEDYA1QiizlAIXN2DitxTJ2wGjbgWgHkbQGYbPsjHoOOXjic4jrFYMk1XhvM2KKbONbBu05Q81MqeOYS1K6ATCV/XUDQdMyToIZOmbNBDJl0r6LoNWYtB30p2WUNyG2X8+v3gvW2GaxS1tahoMZ1ndP/Bh/TM/QVwr/Dhvk3TOnCgg64pNHWLOtbgtyXP4XejkgC0Oh9NoYPjhK49xu8uAALxfjohrWSXzQm4tDKMG2+8UbfccotOOOGElt++9a1vaeTIkZoxY0bXOId23XVX/epXv8KdVlVVtaliljPwvMyGBj3IEQ81PQAl2fvGZadpRSNoYMRwBRV4XepEwrTzzEisN6TWKgvaLK3MRiPfWEcEXpc6asBhjhui0BlaAp2S60AJVokbotTAoO2ooUzGFB13MHVP0NjDlbSsU7eoXk/PzBFybGBuhu1oegqufAUj1VDrCovcQ2CnlOVFsUCzdbolfMe0gpd1MQkwL7DjirKlsVYgdIbCd4dFi8thxTpYUTHowd4fKf6Ay4nDMus4lWkD3Aco04f1Jh8WdYhRfR3g0KHvLk5TWik7C66LsRrICktSqQQ4LwyrFlI2N/2uuIIXlWWl49g2dqYYOEvF0sZ6pg45g9WrV+uAAw5o8/sBBxyg1ath5eFPAe3U7733XtYd5yqCeDzjRo5FoEiUvxTSSGEKEBajpU4pLDBJq5/BTagMCmEDvRFaHQkflmlFHuoIg4aI35MZotjYowFoeIAgUS+yQW5pCCNya9az/mCaDTVYKfC3gEDlqWEky6+EByV6qKagQo9lbC2LrbGjYlODFTslof4GZVzQiHaswZahiZ2rcP/xASMVs1upp4k6aWi1HXjwoozUGK2kRZ2/RE+IMnOgzh5mDdDDMkwVoXstZXJ6lG1suF8kPmZO7nQl3I9pYAI+A2U30rUHpwFR/zVhykHGDWYO0bR2uIfSPZkyq+l4D4pZGj/ZH31cKRPavRWQ9Q3HCa5YaFzh1mvMvNb6TpC6Y33kAT73uc/pt7/9rS6++OJWv//mN7/RsGHDsu7PuG6nLVKplGbMmKF77rlH1dXV6tevn0488URdeumliv1nYwuCQDNnztRtt92mmpoa7bvvvrrppps0cuTIln4aGxs1bdo0LVq0SPX19Ro3bpxuvvlmDRgwIOt7im1qUCy+/dGGqzGsBwY1TMWgWijY6UPLk0NDJL6OOa+og4OyVYjeCKVrY/0nqnFBdQsgYh/VsIbQEULHig83U1pCnXUGd3pYOplGoGPV61h/sMQydXLRQxVhjlBDFKfjQHZJugKOO2AkbWkIKfZwDBBDHqfHwsoomIUCDxl4nS2FKajUiUSDDjQ9DowpXBWU7nk0U5VGluG3Tby/hl2XpvlaikNTDRYIzAagqco07Y0e5Jptq0vFa5lDh1Q4pVWPeIDFNnWPOkICyHLHqbnQMYnS8+Gzosqr4sEk7ESCun2YFUYrvUHbFzn1aUCZ6orC1GfMvITyDFifjGY5ADua7p+5Aqc5xDFz5kx9//vf1zPPPKMxY8bI8zw9++yz+n//7//pt7/9bdb9Rdo5dNVVV+nWW2/VnXfeqZEjR+qll17SSSedpPLycp199tmSpKuvvlrXXXedFi5cqOHDh2vWrFk69NBD9dZbb7VUTDvnnHP0yCOP6L777lNlZaXOO+88HXHEEVqxYoXi2YqKEUFqw8UPi+1R4TsYqfZB/uuWy8IoPzyM0M0qgCK4ZNOlNHyu/wRBnS+QIeEZ6zng6C2tQESYcvQZqGOAahhVf8KuC2jTkvBhHkepqE1A5iMUXKRGNy45TCv3UKPLOH0CVXoz/17wUGAs+Os1w28LK8FQwVKcVgYcP1gcHEagseiq8drjQeelNho61yXm5AqMNYLoOKbzggZ2jCrMbgV2cFDNLlKdbx1LZcNpucbaoCSlSOJMaJr+jh1/xPFDxzF0TMeg2Dyu0kqZfHS44+vazR+a5o2D7LT6LnUkUyY0TKWlrEq0rxhXhXTIHXznO9/RCy+8oOuuu04PPfSQgiDQiBEj9MILL2ivvfbKur9IO4eWL1+ub33rWzr88MMlSYMHD9aiRYv00ksvSdrCGrrhhht0ySWX6KijjpIk3Xnnnerbt6/uvfdeTZ48WbW1tZo/f77uuusuHXLIIZKku+++WwMHDtQTTzyhCRMmZHVPQSKmIMPmiz3FJDpK81pxFB0awHAv8CD1l5bP9mllDAhixJlrTfh2BmE218WsBhi9hexfzkIA7xnrDNTBUvYBnItQYBSnPMHDQ5ymFSWhQw9Uv8LGNAR2vlCnOdW5odoqtVAfBBxuYuth+i41CCGwdhq9Lv0Wxg4TGiEnJaX9cngYLTQu7U2flc4zfICEgSzD56WaJDRlw6PisTRVmaZmU8FfyiClRSLo+yNjCu7vVCg3gEEnCp7KBPcLeuin7HpwXSz6XU7ZqJDVAvX4qH2MA3ZUf5LavsTfTJ0+lGlO11lqb9P+4F6LdTRJcCrfNIcCL4u88O30keNobm7Waaedpssuu0x33323SZ+Rdg599atf1a233qp//vOfGj58uF599VU9++yzuuGGGyRJ7777rqqrqzV+/PiWv0kmkzrwwAO1bNkyTZ48WStWrFBzc3OrNv3799eoUaO0bNmybTqHGhsb1dj4fwtsXd0WRotXu1FeLMMmSCPuHmhnnAaGhSO7Q8OBRjOTkOZKUu0kXh0HXJc6rjCwYCmsAFFHSyzDMUAF/GDJZpx+BAwbSsPH84J+i80wKgvp1XHqkKhj7bxd+rB2xPFHo95U8wH2R52mHnAMSOJpNjTlicxHWnYcpIlIws+Ay1OXQQHhGjjeaVomjbhTJhJwDlCdI1z+mTqu6o0ZPHAMpGFgJ04ZdeBQTQ9olDWCHVe0yhPcGzFrgI4BaDNg24IcXI31n2iKEj5UU7YXXAOoneLF7GzVAK6fODWbpkdShxkdA9imta346NWB8wXdK+haAe1eLKkBQQJxEk9nc2gHTnMIoaCgQA8++KAuu+wysz4j7Ry64IILVFtbq913313xeFzpdFqzZ8/WD37wA0lSdXW1JKlv376t/q5v375auXJlS5vCwkJVVFS0abP179vD3LlzNXPmzDa/+316yI9v35jDWgjkMJKwLSVLgRkcsD96eMDCkUnmHIoDhgmOylO9DJB3LWVh2FLjjEYoaHSsxE6rRWIRFBxtpxs9rRZCD9V0wFMGB6XiUyFC4NDzS2D0kToR4aGAlx6HorWG0UyJ0d39Xj3YJekeQAGdNJSxpt4Vmdsoi7QYur5TZihYa0l1OYmLvlMGpKCANI4YQ40tvMdDHTPigEntwhiVccikkQ9TAWlhCsimwemMNMAC93hesAPsUySYmA1oWiYddzBNDWvJUOF3mibdEwgXU/uDMvXpO6ZVhGmJehjY88vgGkqDCcBmoDIJFLTCHC0SgR1/cF5gqQQimE6dgw55hyOPPFIPPfSQpk6datJfh5xD69ev1wsvvKA1a9bI/8xmesIJJ5jcmLRFZfvuu+/Wvffeq5EjR+qVV17ROeeco/79+2vSpEkt7T5bHSwIgowVwzK1ueiii1q95Lq6Og0cOFCxtXWKxTIYQpQmDlgtAakoIk6H9uCBz5ytgqO3cGGmiySIUnmQWYCFpmGUn4oWU50oyuCgVPdYDUuhwRoHROiPOn3oAYgyPYyNQtVSpgczzmgKTQzoq8TWUnaerXaF+TuGwLokQH8BMxuplgONokI2lUf7o1p29FBNo6O04iMAFn2H45imxVBQ5yVml9B5QVktoL/EB2vZNSlTrpQ64W3XAHNnLWVMQwY20kakzkZc2h06Gui7oyxI6vShjjXKuqkBazfd82hxEhpgoWcGWk0NVvDC7GC69jRmXt+9NGQZGqeLYaF2yvaiDD3K+gWFYvC5J0fgBKk5Pve5z+nKK6/UsmXLNHr0aHXv3tp3cNZZZ2XVX9bOoUceeUTHHnusNm3apNLS0lYGhud5ps6hn/zkJ7rwwgt1zDHHSJL23HNPrVy5UnPnztWkSZNUVVUlSS2VzLZizZo1LWyiqqoqNTU1qaamphV7aM2aNTrggAO2ee1kMqlksp2FOJmU4hkWaHowIIYyFWelByDrAxql/sJDFRY1pIdvEHHHRheNjlKRc8oGwYd0eCigTCTjSjXIKKTXpE4kmnrUCA1qGvXcTEvEQpYZNWws9VXgAQ0bSevhnIXfDJedpmkMgAEV9ICHW1zJBI7jAvis9JBOS4/Td2x9qALzO1YL9Z8ou4Tq19DIMt1rKSOVVtEx1AmigRO8b8O0dnzgt07ZoHsjdV5tgmsPmRdUBJCmDVOnJB1PdLzT9ZhWmaRjgKxRcP/EungQXhqOd6qPSRmk1FZN0CBw5m+GnYN0XYQOM1xgBZ5VaLVhv08Pdl0SnMg3QWqXVoZx++23q0ePHlqxYoVWrFjR6t88z+t659B5552nk08+WXPmzFG3btAD3EFs3ry5pWT9VsTj8Ra20pAhQ1RVVaUlS5a0qHE3NTVp6dKluuqqqyRJo0ePVkFBgZYsWaKjjz5akrR69Wq9/vrruvrqq7O+J797Un4G5xCmOfbNTO3Hh0JcEhkeRihtmqbtUAcMdZjAQwbaEGhKBK0qQ9NY4LNicVvIHqPApWThGEAHVzg8rUUtqS4NjmaWw/QZalBbVlyibBCcxsKaBTAly9vADg80XQg7JID+E9bpsI7wYf0FKJgOnT74HdMDH3QiBGWgHXXAwXGMUztgemTgwz0Z6vFhbQ166CeMP1pxjTp9qIYVDbB1h3uecdo9ZhtDoJRreqimDi7KVqHOemp/VMAAC2VM49RxMPaoQwKOzxjV7MKaQ3DNo/sUBT03UKcUQAD3bW9tLeuQpBVKOBBDxx3eQ8nY851+kUP7ePfdd1v+f/Af24iwg7eFrJ1DH3zwgc4666wudwxJ0je+8Q3Nnj1bu+66q0aOHKmXX35Z1113nU4++WRJWx78nHPO0Zw5czRs2DANGzasxWk1ceJESVJ5eblOOeUUnXfeeaqsrFTPnj01bdo07bnnni3Vy7JB7KMaxWIZFnJoyKOKFzRti0Z3qNOHAjObIFWT6pLACLlHHCvU6KLRcaqODw/8HmW/QJ0Ga70Er95Q2JKmz1DhUPrNaFlSXJXJOD3OkrJPdWToNeHc5qL5xhU56PMS3SmcAgTHHf3+NB2LCv9/DA1q6lijjnM6f0gpe8j0wXObFmug1SNhRDsGUzuw6De0BdI9Mn+zOBT99mmKtHHaOD0Ep3tRfSrIIKVGN9WcoYwQArpGwbUCazIal1mnlXWp0ww710hflLVIHRJUv4YGWWFQGWvAUQc7scup3UvXO1pwgjqI6dzeAMcAXRtJ+maepZXJIK0sX5hDkjR//nxdf/31+te//iVJGjZsmM455xz98Ic/zLqvrJ1DEyZM0EsvvaTddtst64tlixtvvFGXXXaZpkyZojVr1qh///6aPHmyLr/88pY2559/vurr6zVlyhTV1NRo33331eLFi1Va+n+L3vXXX69EIqGjjz5a9fX1GjdunBYuXKg4pVR+Cn7fiszMIVzuGFw/DiMKQEx1S38wykJF1OAhHfsvqeFAq0qQAyk9yENHAxYhpE4f66gNjfJC4xGXKCeOP1iWFjOCaP44NUTroA4TjbZS7Rc4LzxieMG5g9NsKK2fRqqNK2R5ATzckLFCWXzUIWFc8h4btpSZQRlBlNlEddHAtzU39qnzkmoYQdaAD5w0EmckU6D3R6uGUfuDslqoRQ/vL061kzBLBq6NkI2mTeDbwgIROFBIJQHgt+VsXuikqYdjwHJNId9Bwk5zrD9Zblv8QzFoR1GGEdQVREER4+p3GNa6Y5TxablPubSyjvWRB7jssst0/fXX68c//rH2339/SdLy5ct17rnn6r333tOsWbOy6s8Lgswnu4cffrjl/3/88ce64oordNJJJ2nPPfdUwWcoeN/85jezuoGdBXV1dSovL9fBe16gRCbnEDQK0USHCymNZOEDH43w0WeFhxFsYNBNkrwXWm0JOi4ocNoW1ZqgaQfwun4pFEGmIr3A8MaONfj9cfoM1JPCY4AOT3j49mGED7EQqEgmdYbSaCbV17HWRaPsHKCJFPRl1Zuo0U31Esz7o4YyZSzR/QcWJrC8Jq+2ZCwMTSPfls51ZcGQIA5M6rw0dppiO4CuKdag7EY6poizAWsZwoAIXSvWw0pVQFBXEl9TaHoPDTpQFiQBdSRTRxhlONO1hz4rFVangUxyf3R/p++Egr476pSCOpUYYLyn/EY98c7PVVtbq7IyyErbCbH1vL3bpXMUL4JjbxtINzTonVkX5/w769Wrl2688caWau5bsWjRIv34xz/WJ598klV/yNr49re/3ea3K664os1vnucpneu0t4SXedGiixBx/FAKJo1U0wovFHADxyU4KWCpTuI2pkY33tTooYC2o04fqtdEHX/G6UfEiYCr7lHGGqTr83RGQ/q/xFO3LNdVql8ExZfx4RvCh85Q6wpEQc8emdtQhwRdK2g6ARXdpHsPDBIE3SEl3rjSF1kbscOMsmAzpYtvvS7da6lTkjqSqUYdDSYABwzWVqF6TdDpg1MGqVMSOlbwmkIdF1QbkTwvndvGWlzU6YNFmmHQCdtb1Lak/QFQu8KvgHsoHHeUpUu/RQDFkrFuG1iTKSOdpmRSYFuQ7hfYgQ3HCghk+mljh1nU4ZhDGOl0Wvvss0+b30ePHq0UPct9CmgH/my5eocMoB+COIegceFXQo8oFbSz/ubGDg7K4MBGJgAWB4fWPqamQ4PAL4OVZcrg4bsBbqZQRdqysgxOx6KpR3QDL4XOHOq8olF+S2ZgwrYKDNaksE5RgessZquA+8MGJjygY2codSLR/hrgnKUHSDgf6SEd9UXTsWog8wFXqoIHL5rmS78tZUHStHYwRqmTE6+LdE+xDhJQdhYVVYbtTJmw1IairFo4Pqnjz6uF+lT9e8HrQmZGCtoVgDHrl9AS9cZaUnRNoWwvel1cdAI6JcCejKvlNlFGPwx00PWYnn2oTUadXOSyeXYUd6XsOY477jjdcsstuu6661r9ftttt+nYY4/Nur+sT86//vWv9f3vf79Nmfempibdd999pqXso4jYpibFMhjCAY2MkAWXeuyNK7JQQ9kvhyVsYWSEGiz0MEIMDL8bFVyEmxVlIlGDQNCIo84rWtEIGkqxRmiMAucVNvapUbNuPWuXhEaXcdqbeapIM5gXWFgd7qo0Ug31mgJaCYhGjGkKKgkxUUPPMEotZZM2zA6tvtiaF4cVg9Il0DlA9ylyuIEHNKrpY52qGl8PKxXRNYWyWmiKFxij6e5wD6DOddgfFrmn4uBFlAFF04vhgZQ6m8DQC+gzQDsAO8wokyLJApRYO8s4vZg4Vnz4rHHo5KR2Kq6SFpaDg45jcPbxi6ldGVJlLhigTpex54jD8U7Y4aYMcoecw/z587V48WLtt99+kqTnnntOq1at0gknnKCpU6e2tPusA6k9ZO0cOumkk/T1r39dffr0afX7hg0bdNJJJ+W8c0jNzVIGap8HD/MKwESHDgm/kBnnfm+4gdfBaBFNJ6CHKqpfAjcOYsRh1gil62MNFhhFpc4rahTilDwIKmwJNl3sqIOGY5wawDjFjzWjRhxlQKVL2bxNrAG6OdTQMxak9nvCyiiUYbSOMUKo2DgZU/QgH/vgY3bNPj1RM/qOcZUnqncGWWG04hZm8hGnbg82J3AUHWqXxDdBswkKA5tqBGUBUhAhHjAWn2UlKCmLNHR4kItRpyRm5xhXmCP7AHzF9Jp4ztbAyoYVULKABieoNh5O38z8bePr4Xinjisq+IzXClgQg4qSWwscg/6oA5ZWfMX6ZLCaL7UXiK21pSEM2IBAYSBb3VOH3MHr/5+9O4/Tqyzvx3+d55klk2Vmsi8QFkWRTaSgLNYiggmIX6TaoqZFghRtESkFXFAq0G9xY9OiWKUUrFL9VquI4I+CZVNBlghVBFEwCEpCSDKZyTqZeZ7z+wOZOmR53g/cYYbkvl4vXy3JyTnPOec+933dn+tzfT733x9/9Ed/FBERjzzySERETJ06NaZOnRr333//0HHqtto0OFSW5UZP/tvf/ja6uhLr2YzCqHeObehWxtRpqKJVsHKrm4JKLyaYiSvfsVbdpXBDqpWRVdhSINdUu2al4qOlvNqSqrix2mwX63EhWmUJSwHinNX1CA5pYqute8o9Vec4fRedNqY4EZHWKG3vSyy6WdGqlzIfEIBjbRpps1EWEugXPX1CBAeR/aJMH2Z86v2qCK4C5+Pg92mBANkqbImsa6MyTbHowFVj/X3gzFREQhZ0NKEnppvq1O3vulnWdUAZdaBll5o1wq17qV1V0fmqPhHBX/0uZG3UwpmKFivAgQzissPmqMpK7BDAd1G2Y2EHiieVPjThUOZ6DzKSkbHExbMC1xUEpqV9s1JLLII92iNrDnHcfPPNSc/H4NA+++wTRVFEURRx6KGHRssfCBXWarVYuHBhHH744Ul/3GiMysq1Uak0WBg0wZD5G6uZRS0x3VT7gnXxww2fgj7suqYOGnJNpQhX8bdpRTt1K0tqJxjZyEXQd+GilriR04q2JnsI+pRTuum4otfAy9pUO19V9EZ0flJ9GBWYVNBHgb8S35naDsuGVF2K1Nodx3t1OToCYrW9oi5K6rYzDr/HlWrtDEKu2oKqIvK6uUVQn+djbUFF8Erbj0T/SVsimPmga57mAdrypHOZtitr6zhGCc+vshQZPOoMq89OTUdUey5w04/rgDKlCpm71bJdW5/VUKaWtlDITqNj0JFW12SZQ9UQRYuTa7EQp+1sCqwldgWMEu63yMyhHC9M8Ar3jGPZfffdF3Pnzo3x4/83eWtra4uddtop3va2tyX/gaMuWloabv65IgMbV7awVkv5kQJ9oErZzHULXZwladWFrw03QImpxKEtIKh1paAP27ZrcibPRfVrlNGA4GrZhboktbTVIm6PW4mgFGxaChV81opxast73Hx7hS+drkKxBoFfBV+UZai6Odo+g6AkOxEqc2TaRDpOQE4V4NdgDRY1OdBiAgYXRNR0ogZjVFt21AERW0uZGZzY8VODiw4KiENxQoX1i15k8uImXXNQF1+2w5K3PEHuyy1K+v7V6Y0NNnBvoSLi2rqnazwwA9nxU79ZbWfEEKA2oolCNgLTtHan7ugY5ZEFqUcuGBw6++yzIyJip512ire//e0xZgxuHLa2qNWjofAIblokuVXnEUaxVTdH3Th04istsVGxT40KVNyTA3CasKKGBCeFiXVENGGpsO6UVEZQYHSsinSjhgAm1MyQUIYRsq4UbCAtLrVhVo0Tbd0bxM33CIk+c1UWwqvoFlrN5OvqGFCQCxNqBTlJvF7byhKvKcxqUTAHN9U8z+q6oow/OReuUXoPDMCldkFNDEiowQYBNcp+wjUqVikrDIs/q9NahZctCCKoq6ZcV8eJsq40NI9WnUr8tlXPkq8LOaM7EiMDTsdnYmc2dyLENVTY68pw35oigzsjEk1zY4877riIiLjnnnviwQcfjKIoYrfddot99903+Y8bjVF2tEVZ3fyEylUFSGzqzAbBCQiDdUk60iZTyTdB0t6hxUfV6UjMGmGnIrU5VVov3oY70DQeU7wpwKjNNMHf6lJs21EHDdR1YrFxZDqXYCnNrCtlcWnbDoa6maS2d6/UE/bzp2Y+YDtbgUyP2hQDxKvLETTVwO9H2t4YNNdxomBOYkCCnQ1xM1LqOgXaiKyLpywUBOqS64goM0PBIQXEEwLYmgfUu+39a4MKg+asxaUATLr2yAh7F1wQU2Aaz8esWmWaqtaVFpUVCIE5hRlBGjof6zrQrveK2lmonUSyC9siOJRjRKLpndjvfve7eMc73hE/+tGPoru7OyIiVqxYEQcddFB87Wtfi9mzZ6f+jaMr6vWIYvMfKE8GEtqyg1Wb+ti0YJNOuIMTsbcZN5rskiabpcTzrW4y3LUBGUFapdS2MmQDqGi6/D7u91aas26oFGxUSnRqgBDfrYypGuo1seaD6m+oiw5+FxyaoMMzFkeRiIiWHqvK18ap+HY3HcbJPjP00op4VvR7lOMUWEvsWFhH1pW2bFQStyfwcRMaH6drQHWlunzhveLmll0hdd7W7ydxS6swtevY5q3jTtcB3lQjmJOcwdGGxwEolVrzklmwGPrOuHVPDRBxDR2Y1lgrroq5O4Pr6rHTgusAd01gEQvvY7C78bsdHEzcajnaYxQLUt9yyy1xyCGHbPTv7rrrrnj1q18dERGPPfZYvO9974ubbropOjo6Yt68eXHBBRdEm+pSjlA8Jyv7gYGBePDBB2PXXXeNiIiHHnoo3v3ud8cJJ5wQN9xwQ/IfOaqiUmm4aFW00gL6Oqrpoxs0dgoABkJEuJUsgj66MeTFWQTcElcV+R4S250z9Ve1jnRTzZkInAvp2krXryQWQNXj6soIUnYO08kbPxdNgPUeqr02p9S6LZmqIvNSgQsFkqV1r8B5VsdnFV3olCGhn2JVxZwT66dxBXo9/D4F9fGalYG0duwscK3ARQXP14/zNjwXZQVyq5AWu3Q+xnFcYWYTzlFaEFEQCe6jpc/ev+ZuzNLGOa9YiXmPztvabtmD96HCwBDu4qhaQjhxt+FcsTrtXFa2WC7Q9mRjBjYzNHHtqU0G84KIqKzBXEvdgVmX1eaA1sWNc4FiG3MrG82aQwcddFAsWrRo2J/9/d//fXz/+9+P/fbbLyKeNus68sgjY+rUqfHDH/4wli1bFscdd1yUZRmXXHLJlvlhiaJpcOgHP/hB3H777UPAUETErrvuGpdcckm89rWvTfrjRmMUa/obCsbrIlQCZbs+ziblFqT/1yahJTKejy04UUhP3XZ0kyFgWKELs+rITDILVq1mVtAxhvvMldqvTjVaHYWEnxkIyGrxJA6PU8aSgj5Aw45wDSNqZ9NWjAl2nLYVKoikoI9S+1n3I2ELSEU1rPqRPagWy+34bnXlT6zBklQMXd8XFkTUDUz1+FQnjPVL9H4VgBEQFuc7do5DRE+/xWI9Mk0xqurQiQwj3UDSu8VnwjqVCkpq27CeT2UXUOSc3VKfWNLwkGKytaGrFpu2+Wreq2YNDEyr+DLOobKeFYNp76H6u2V2PnQt5TlP54B1CVvMU4u053jO0dbWFjNmzBj674GBgbjmmmvi5JNPjuL37+mGG26IBx54IB5//PGYNWtWRERceOGFMX/+/DjvvPOis9P2iiMRTYNDO+ywQwxsxO5xcHAwtttuuyQ/alRHS7WheJwufmKtWVmDG34EaapPYaUagQbtu2U6OaLszM4SbQB2WrEPuUDR1QI3rSxEiWuaMinYuUOTRwBgCtVXSuhAFdFEFSgxi4sdklRfBb6zAu3JqwqG6qYag/UcEreKEECIVGBm+mibgG6+1e1RmRmJk9Gy04oTcr/87ahun7KkluHme4JVtBnA1jkqpRg6uj0W6myoAudccND5EzVYVGtR1x9dQ2XsqfMZCpKr2x/nWiW+My2wdJkuGjNR2qc1Pkhb3pR9zdpz2OarhQ59JuhqpvbztD4q+LKRfebGgp1mldGPYD2D/+roLOfbxtzKUraV9fUN3/u2t7dHOxbTJK655ppYunRpzJ8/f+jP7rjjjthzzz2HgKGIiLlz50Z/f38sWLBgk21poyGaBoc+/elPx/vf//74/Oc/H/vuu28URRH33HNP/O3f/m1ccMEFW+I3jqoo21qibGRlr5sWmYRSi/wpu0T7xxOLyzGtG6tjkpwVgYmt3qsmDpjss421JnHc2qGtTDhWAERSwVLt42ZnoYSU84jgqpIm8qojUYdEqaIbmza1TkZbdNRqUXajbqrV1aoGQr7KWKupxhrS/0vUJqqsxc286o6pzomuP6o7VYe5B9l+DDgrAItixApcaPsma3FpIUaAC20BeqrHrtmNBRZlPuhGU/Mo3JDWJ+N9aFsz5Aw1BLiqvYn1n7Q1TgEJBeDw1bI2Hsw93A6u2HridnUNLmLhHFqfhI6+wDBikXvVa8LiaX0y3oMy5lWUPrUA9zYUKdvKnq2HfPbZZ8c555zz/E7+B3H55ZfH3Llzh11n8eLFMX369GHHTZw4Mdra2mLx4sXJrr0lomlwaP78+bFmzZrYf//9o6Xl6X8+ODgYLS0t8e53vzve/e53Dx27fPnydL90tMRALaIBxV8FJiV55F5+TOI1WBhY7xXRc2UNsHuPAjVyLqWcq9gragMw6KMJgSZnmnhrQHWssgo3QErXTlxtL1ai0PDUbjquqo4X6EAk3w/bNSvAlZg1wJpdLbpJt8MEWJFW4IiIKgpSM1C7FploPea6V060RFmfHRdEsAJN2llY9WZ9Op4/cXwiY0nbgMpxaYsYJAysoIpWx1XvDE09NE9hdha6TKbUlYwwFo8CvwzoqtC0zlHIvGPNIf192kYJhZjUOjJui57YKbEf70PNKVSfCuaBio6T1O22yjRlLcPELn6yVxEN1Rwbjccff3xYG9emWEPnnHNOnHvuuZs919133z2kKxQR8dvf/jb+67/+K/7jP/5jg2M3Vpwqy5KLViMVTYNDn/nMZ7bAz3jxRFGWDensKjQsSRyzN3DTUlHNB03isdrKOgi6cHQhZb8PEm9VjU/skFVZjvbpnKCnFUHm43SSWwrV5anY86+VZdWTUiYSsl+qS6ySHqjFlVJfp4IAl7KaAtmIOqcUiEsXLYn1pCA5K1CIlltVcR7jzUMnzosKECcE1yOCnbSkvaOOa08FQSRN1upTuuw4ZFxUFVjTd6YB4C9vlCIt81KLBKWyuDC01ZsNERQQF7aCir6r0YXqmOkaqnNF4pZwZsoJ2IDzEwMDVQQkOjC3VDpVYmeuYiDdOqCFOAYl1XCCjvJ5Vo1dtP1ZWPP1bc3KPmFbWWdnJ2n8nHzyyfGOd7xjs8fstNNOw/77iiuuiMmTJ8dRRx017M9nzJgRd95557A/6+npiYGBgQ0YRaMtml5ZjzvuuC3xO140Ue9ojXp18x8xb/ql4q5CdQoiaYUvtbggBiejOoHLBkKLiqqXoO5nynxIzUTSdhzuv8fEZuaUhsco5bjag61Myn5SkpS+i4nWdsBgrQpgwrvwbwxZXAoOql5PYhaktuSFtCfg+KzNmEjHcauQfmPqMDgWdXhwDuD5WDdfNXCOS9zmqy2typKqKrsEQ9k0upmvwBzK63titzple2lUlqHWIrK9dL3QfEtyBgV9mHGT+BnXuwysrfalFRFnJix8F6nz2VonOsexo2ZabURm6WpxF4p2dRx37KyMjMrULeGpQ96FrItbVYyAlf2UKVNiypTGe5Wh05dlXHHFFfGud70rWp9VPD7wwAPjvPPOi0WLFsXMmTMj4mmR6vb29th3332b+2EvcDyn1eGRRx6JK664Ih555JH47Gc/G9OmTYvrr78+Zs+eHXvssUfq3ziqot7eEvWWzS/S5fRuOpdQP+tjsUKVuqqIFQWm4rMgddqEpQaASRWrlPU2W4T4nXG7Q1pBag2u3CDrhvr5VbtEq0/4jDlh0bZHTKZUFNQ31Y3nFP0W6zMn03HcxoLXraH7mb6LQdX/WQeJd+L5joE1rd7rXKFMOYzUwEUdhCK1tUfXKI3UTonKQmHhXV1rYVOl12SQU/VB8JlU0fxBGZrM0NMCC7IvCbBPzPhNyWiIaKKVSbVkdM7T+5BWVc17lXGDbqTKftK1rGWpFc+U/TIwFV2O4X4VCNMiFoP6qKPK64qOY23Nhrm21Fb/HC9Y3HTTTbFw4cI44YQTNvi7OXPmxO677x7HHntsnH/++bF8+fI444wz4sQTTxzVTmURzwEcuvXWW+OII46I1772tXHbbbfFeeedF9OmTYuf/vSn8S//8i/xzW9+c0v8zlETLT1roqXa4ANNaItdWYEsJAwW3UR9HXFciwhmyaSu3LRIG0hieii37SAlXtk0ap+tfebFk2YRWs4wlL26tPFYZmabCjlj0uU99ThWEtv/soMGtGWyS83SXjqOq+2pGReYKLWoKCwMFd6g6zW1wqtMOZxTtA3ZXdLSWpRLwp+64JBa70yZHjxvr0fGXx+OFWkHLdO2ixVLV9BxVdXE0kAGqeqhsOuaitYub8xsKpQFq4AzAnVV+G0RETHBAARmj+F9VNAQoSr3q22K2DbMrf6Yg7YsR6dE1WTE9aftyXT7EGYhYdGpRR3XuJ0xLUDMLsKQM1ZqOD9tJZFSkHpLxeWXXx4HHXRQ7Lbbbhv8XbVajeuuuy5OOumkeO1rXxsdHR0xb968F4V5V9Pg0Ic//OH4x3/8xzjttNNiwoT/XcAPOeSQ+OxnP5v0x43GqI9rj3p18wmTVtGISaFJvE5AWs0ci0MDN5ociXVuhJqqblvJq0XsKIGilpNQb0StwidbawzbysNY4QW3jgwJFSFMaf8cEfVx+P1o9Um/i4T3wXo4icWI68gcqvbiONZq8BjQHELGDdusowBuXQE4DGVdKeumrlbh2hYB76yGm1tuJ0DRd25n0zGAVszcyjSmm46Td6EOWRVtQcYqf2pdmkIdknCscBud3i+wJHT+TM7SVl1JHO81ZBm2oKi/FjxJ5F6fnToMIktGC8qcp6hLa+JWRSpk6jxmh7n8QWptN8zL1SFaZCHqtdEtYpw8RqCtrNn493//983+/Q477BDXXnvtlv0RWyCaBod+9rOfbfRhTJ06NZYtM6bBizkqy3qjUmmwuKF7D01qSq2VlohwN4ZQwMTOxpV01fVhIUo4X6FVFq3IaTuWLkLqzJZakFoZVeoaBO+M3z+OT2XwFMrQG4usKztbxKq0FehY2biyWOA9aPLDmj54D9X1yLzTSjoCOpU1cF1t28Io4H1FREQ3AnXaRqmbAtyQsnaFtgsBy5CZl9oWo+M98WaEgZA6bm4UvILvoqXHxqcCuiw0rWsPt6hgGzKCSKzpsjJdpb/otzxAnS2Z3Zh4HFdXWCsgawlpoRDYwcoMrvSnBV+4hV/nHm0t1CKBmqwIa151uJRlqsCvAmbKDq8hAw7b2aj9bBvTo84xctE0ONTd3R2LFi2KnXfeedif33vvvbHddtsl+2GjNcrO8VE2YA4V2AdfSLVARWF1w68bQ22hUkFdTGxiTFoae4gjxzpsidBrqtWxvosxVllODTaV7Zpk4vNbAfR0BV9YyFcdT7AKpNUnbTvQ71stcSdBHzOz83BTrbRuve4IBVmFp7YfTexApLbozERKrInELEOokLsOFzJ4EmsTETM4mrBFV5ahasBNALYKbkbJbSvcYY6BOmV66EYTwdVqL+Z4CtQBwD5SoE9S1khEFBVkr3cgg1QdJKGY4E7DmGtpHo1zgM4pxVp8xuPwfKp1I6LfOD55/lTNUDVs0Ver0lkorC1rHr+HrSVeBMyhrTWaBofmzZsXH/rQh+Ib3/hGFEUR9Xo9fvSjH8UZZ5wR73rXu7bEbxxVUaztj4adAFrlFytZrBizBbyi4qkFVcchEIK93Nx/D8KmvGllS2xktaxBYE1dzfQ+9BkrcDEetQYmN7aALvqQSYHsPH5nej6lROsc0I7ftwoIy3erwuX8XaRlUjB1PvHmpoRnp99sbWo3HVdFvQxuU8Nnx+6WmqAjWFtVQXcBa9GlhkEf7RZTi/onTbOrjm1lzM7SVquUouQ437EeX2I2omrKFcpIXYvvAgGOaG08RnkeUyBZAQlsLWR9shU25yGG5AwTmMuYmYPBQB3mKanFkqvqrMymKOC6N0IsKQbhNXTcqfSGaB5GWubyaI8Xg+bQ1hpNg0PnnXdezJ8/P7bbbrsoyzJ23333qNVqMW/evDjrrLO2xG8cVVGOaYuyuvlFhje4AFywsK2KvOH51CmAnYq0upOY2SQsmbITNR8SuzLxRk6BP9wsFatQAHXaJDtfSvHlVq3cpXv/EeGtoCjUru5NDMKuxkq1gKYMXuNvw3fGoto6nrQqr+KhXY1FcJXtV8HNY3KmpCbxwqiMJkAkdl5U3Qe4LrNbcQ7AggPfKwIDWg1m7SzVkhEwVEFJZTU1yJ2GrovzrLafaWsHr92dyOLRtbsFgAtlpKsovTp+agvdGm2RxjVehaux2pFSxkFB81A5BRwnrAGG161NMuF3ZWcJAMcAFxay1cpe57KiDwHsEgE9zFUJRErNXM6RYxPRNDjU2toaV111VfzDP/xD3HvvvVGv12OfffaJl73sZVvi9426KKvVxnR2pOxLAuS997oZwUUNUXumTeN1B7vRqnMZOrJAaNLFLjW6WGlVSYUo9XwKhKhzi7Z3SNubtoFp25ZaGKu2F1R4I7wqz2OvHzcZUxuLiPN71XehSVdqkJOrvPo9wvjU5EzbFNU5EFv3it602lmB7Qm8riiLR45TJpqOY/1typTj8+H3g3NeavYDhWoZspBz4jyF3QNHpjJPc6OypXmc2HHVteqAiKCPtp+pc+2AsRHr3Y2BENZYU60ezStwDa1i27Aylyuav6MDYmUA1lrWvETQTxnEWrRXcXB053O3ssZjqqjhPLa1RG4rG7FoGhx6Jl760pfGS1/60pS/5UURlb7VUals/gMtEd0XdgHrJTQSyW7yfKyZolV5BSSUSaEtWTKBoy06b1pxEVIWgi5+zKbBBDj5Jh3eWTkOtVDQAULbgLSqFINaSbfT6Wap3oUsLtgEsVUrCzjizWq7C24KuHVPGUvStqMCo4mZl6m/bQ4FfTChZkaIaNMk1l9g1ohuWrSFCtfG1E5FlAuoe5d+F8xwTiuUy3kUMuq4NZc15WCN1/Zy1c1RZqiC/0tX2PkQgGHmMrcVNX4XylbhlubVOAdojqfOtd0GXFS1OKVmJ7Im61qheWVijU99Z2omodIgNAa2MeZQbisbuaDV5rTTTuMTXnTRRc/5x7woolptmICzQ5IsVtp6pGLEuqHSSUjRcwSbuB0DJ3oRQNVqEVsT6yKEwEUdqb8sCorMtooKDSds3eI2BrXYxmenG0P9ztTCmKujeL/SPqECjsqUS679o06JuFmSTUFEEBCirT3MaEDGRX0SalOpdbJubrkqa5Vl0R2LQKZH6pYnBH65RbqhOOHvQx3rOnGToYyltQDWd+E1U+uOKeNCdWl0Q6pzHoKcrGUHayiv2wpKKpCshRMs7KRuLy7R/YqKGEr0UYc0ZdTpccgeq2IuyO9WWxXhGbOph4KSXJjA3A3nPGYj6n3Ad1vU07kf5sixuaAv/t577x323wsWLIharRa77rprRET88pe/jGq1Gvvuu2/6XzjKohzb3titTNsnBPjBiZRdQHRC03Y2ZRdoJR2jVNd2rXzTyXCS12eiWkcY6mbCCTW3xuB1IRnlpAsry4UCIUrZx80DsxDwu6gsWWHnmwi6OalbNhR80QRY9TxUq0WrweK0ooCphrK4VLsCE2BdLyq9CFxokQBDAB0dd+o+w4UTbn3FzYgCZgokq5MjsAH4mtr2qsxQZQTphg8BZwZDkcmn1yWtOMXLFETitnG8sLLIERxiSQVto4O8jIFkBS/1mTAjJG2LH4vS43cmrMWK5kb6THR8Yv6R2p2vouxLYWelNBF4MURuKxuxoJnm5ptvHvr/L7roopgwYUJ8+ctfjokTn9a36OnpieOPPz5e97rXbZlfOZqiLBuDBFodA5S9opVgnTQ46UK7Se0f180NLvS8qZYqrwJwWKEq1mLVBttxFBioT2+sNxMRUUFxY1101VZeXHkqPWB3H77JUFc7TkT0+9HWKE2U0dFIrsvaEFpFTe0uhs9OrWkry2xMiVBqajtpZT/xu2hH5yvUrtC2MnbIQnBNWlqp9SwiihWow4TgkLrPVHDYKQjL362CoXJNdd7UOUAt6rWlRFvo+HzavpkWRKi3N35nLOSrosoKXGmbPGj6RDSxNjKDFMeeCLD32FwhRZiIiPq0bjqOi7Za2FPwStseU7YrK0gzQi1UXKDUQpHuL2BPo12vW01kcGjEomnNoQsvvDBuuOGGIWAoImLixInxj//4jzFnzpw4/fTTk/7AF2NopVoWe6ZXY7gIss1CSmFW/ZqygkNS2TnCBsBzVXosSapN67TzqbUmVuW5bSe1E50yTGBjoCwkdrTSUNaAfo+pxZyVYg8JNY8TraLqPWhLXsLNbYS3Fsq7rfQlBlYHEQhDdxyueipzSK3ncQzUpmCLLLiVMasFW3sGJyKwhs9EQSQGErWlsabAhR1GgS15aotORZ2ICAUGtHgGIE1EE60xbBLRGPiroVkH6zaqFfc0Kzqpo5XO73of9XGot1lvPF/UZk2hc2nblo53ZvAE5loqM6Gah3ofwJJJPi8qcKXC0FoYV6a+fo/y+zLQkeMFiqbBob6+vnjyySdjjz32GPbnS5YsiZUrsUL3Yo7BejSyMGTnMJmY1c5TK3zKzNBWIRWYTAxKseUoPGO2CMYkpNqLG0ikHGv7GS+mLFiJK5FWWyUZ1bxWq+jsaJQWhNVnzK4ner8JwxNWHScq+IuswJW4gVT2mGi1JKawK+uKGaQaqmHFx9kcqnMjFUX0XaAmhf62oh9BKQWcdc1TfRAM2UCmZspVcdPKrEAFaxWsR8CRGc4dCFzA82PQR9lZKg6vDB6dK5QtWUedShwDAkqp5iUDXAByRzSRuymbJrFeYKUHNeVgPassXk7nUl3RolBtKnxnqicWWNjBOaD61IqGx1S2Mc2h4vf/e77nyNF8NA0O/emf/mkcf/zxceGFF8YBBxwQERE//vGP4wMf+EC89a1vTf4DX4zBCYEkhTp5J3ZGKVZh0qWCi9jKpMr+Whkh0WcF1rSaqZsCaGN5+sKYdGlrh2oNqNA0gkNFLzDl1KFEqenYClhRFgLbsOJmRJ02JiMbTRJlvYeEAGyEL9Lco6+h9u7d8IxV4wSZOexWpgAC6twUOvcggM3na1BYaep8+uxULLlN3xl+P7qRS8weTOmAV1lum0Idd/rbKuwemVbIl5+dznlaKIRiQqnpguZuKuRbT+xY2JKOBRvRxPoj4JoyJTGKalqjGHY/a0d2OM7HoZIKMkeNsd/Grqoo6F+sxzkA17IC9fi07ChGNqWyQreWyG1lIxZNg0P//M//HGeccUb85V/+ZQz8PiFoaWmJE044Ic4///zkP3C0RVGWjVX0taokrVaarKibgAIIBYI+uHlI3nutdFh4xqnFXrVqU6qFsQKEqK1RV20ABbnUHUfAhtStcRr9+J0phVk3LZgoaRDDKDXYqO8sErrKREQdHeGqWDEUthc7qCgAm3p+70CWIeqIsNC0jvdC5xSYK2o47+jGRivGOi8mtoHnjauC+qLbpgwEPQ7nT93wq7gxaw5prETQbIIVu2Su5bZcbc3WOUpbqRNrxDAYyro5je+DnWYxx2dQcpWCPgjUqRD2OATEEfijUNAH3Xy5QJ2SQRxY3I/w70do8xnoyPECRdPg0NixY+PSSy+N888/Px555JEoyzJ22WWXGDcurVvJqI2VqyMqDRZpXGBoY6AVNK3w1rWioMKMqK+kVFJ2gkHKsSwc3LOs1ce0bTaacnFikxgMU3ZOAQk124gmdtHhShsmLCXaTrPeFWocCDjEmwJMRLmaqe0EGC2qd6bi9dqiIqHJuYay83TTkpg5RE4rETxvC/BT6kZJI7E7Un0ygvCq2abPTvMPOZ+CPhra8qRsLwUkBrXohHOUsAwjXHxXNWLkXCiqzLlW6tB3q4UTXePh3RaJ16joQxCRmT6qnZWW7cXrAEllIJijoI+CSBWc37UQ02cSHUXCOVR0s7amKMqn//d8z5Gj+XjOM+G4cePila98Zcrf8qKIclJnYyt7Zb/ARJ+8vYt75dWFLHG1Ve9DFysBdFahG8eUbjpOq/LKQmBXEe2Xx7ZHbisag78PgEkGLvTZaRVVx7EyKbRYNKBihajtBdVWFYf3Fgtto0w8jlEDLGlFW+3JtT1WhcZ1/tRgdzFtQUQ2WmdCDRt1DlTWiOpEIdgo4qwR4fOstirq/QqQrONTReRxSuG1UcfAIH4/mlfophoBGPm+9ZmkZvup/hO/Wy1O6RiYOdUuLNdc1msHIgDLOeNKy/Prms8oGKqFUWXoQeueCoirkHORkrkewY6axSQTave9FLwzBVa3lshtZSMWiTPObSDAyp4TFgB+klOEMVisUKutVUwwMOlilgz0I5daBdR2HP1tWPFgS09sT3A6LLazKeMCkj0FLpK3CSRkNERE1KfamKquRwe8iTYPVHsas2lSWwlz6IZK22w0sVUhbAFgFKhFMe/UzoEsIo/BzjKJHfCK3sYJelGzpDv1PRTqVqbOXCqoq98ju5qBe6Ra1LNuEgJmLDaOjlvo9udzD66N6Egqa7KaEvC3qJtWFcJWBzfUgFPnMNaokzGKuZsCZlwoHoPvQtcBXRsTi9zL/M4yCQhwqeBzZTUWnRCEVxCJHadh3i6R/ZQjx/ONDA41GcVALYp6g8VXN0HCksGJpT7RKtVsEZu4jYHdlriijROzVPB18kbUnpk0JQJmWkHTCvS4dFWgiPB3Bkkr24imtvZGG2t1H2F3KdwE6flkI6zOIwwiKaDHVvYqEK+28li9V/aDBLZkKlAr2mkREQVaHfNmXhl1uk7pu5VNmlaMtQKtraoImjOIpG2P6mzYir8PvsdynAov41yhYKjO2532XVQXpXVI4jVZ10YpnOC3o6HvTB3reNOvbBoFa/H7lt/Ha4C+f35nmPdoAVABQsxVU7plKpjHDszJC4X47HRNVvkImI+LWmLX0hdDZObPiEQGh5qNwcGIeqJNxHqYNLQak9rdQ0X+VLuihhO9imlqXzBsDCs91jusLC6tFjITSRMC3dwMpKXXagVSAB1mIanlvSZnyrjQqrwmLAoiKOAs8wBqRGmynzw502RfWQ0KmsJYYXBd28ASz++8GVWL5cRtyC3LDJisj4cW1MTtKRxaOEE2b6FV/pFw3NJz6TNO/C50HHOekjqPQqYcadMgu4TzCizYsd4dAn86R+l1GehmYWAI1WdWceMVNi9WVUAa56hyvc49CMTL2FMmvLLzcJzUtS1Xr4u5Khd2aBxvW0hJ1hwaucjgULNRq0WUiTZDILinYq+lOI9EExsqdnjBza3SyXXh0ARdNhCoc6RMBReGxmenLmkq9qkJcGL3kZSCvxW0EWXRTdwEcc9/YsdR1p0SvSsUv+S3rxtInQO6kMWlzLa1uMmQOVR1aXT+1I3N0hV2nGq2aag9NWpmqDBwAd8tC+YrQVPnCjVv6sd5theLE9Mn2/kSAokFgqFJtaQi2L2JBYQVWEvtQKQgAhgYVFQ6QAtsGgheFr3q4GZjJblgtrTxo7A+O2np+NR5m/NjFblXMFSvCwMeC8/cQofPjr8fnSvwO6vofUikLnTkyLGJyOBQszFmTEQDQWqtjEiFnOj1EV6hUCcLdTvQqqdWoMfh4oxMD9p8qUUwVh+1VUQ3kCxuzAlrOpprRPgYaGl8XdYkUZaUJphIm+bNDc4BqautKcEBbVPkBFMBE9UGQGHL5A40ck0EwtRxq0Dwn4Whtb0LE2qm2CvIJaLkqnen8xgbBNg7Y42gySZsygw91HRhdhsEz8ca+oxVHFyFhnX+1NZC3RiuBrBBXY9UP288ClcnNiYo0GVS3cp4nUqp16LAtBYKE7sSc06mBRv9LuR8eC41YWADi3ZcL1J3V3RhK6282/o21laWBalHLEYUHLrtttvi/PPPjwULFsSiRYvi29/+dhx99NFDf1+WZZx77rnxpS99KXp6emL//fePz3/+87HHHnsMHdPf3x9nnHFGfO1rX4u1a9fGoYceGpdeemlsv/32Q8f09PTEKaecEtdcc01ERBx11FFxySWXRHd39xa5LxaHhsmgnIh2uFpFxwVX+8y1HaeyFMWXBxEwwaBNtW4yFVhTkEYrxi+ZbZdVkAuDXa30fPAu6irMqJtb/S7a0F1KdW5UHx4ZcDEBQWK5ZGrxy/W4qVZa9whVxwQwKTuwFWOlWv8mbhXCzQOLOXfbBrKyGDVd1PI+JWsgsaacCuryJkj1+KQNPcIYcBFmEJCYAeetqmkZdeUkNJ1Y9JRdd/IkO59+twCGsYC06j+pwLXms6ld95SxpAA2CMSzfhGamDBjXl2odP5UZtN47DjQdaql8XrBhRPN8ZR9q8YUWnTotL0Zv1tZL9AQZWuJ3FY2cjGi4NDq1atj7733juOPPz7e9ra3bfD3n/70p+Oiiy6KK6+8Ml7+8pfHP/7jP8Yb3/jGeOihh2LChKc/zFNPPTW++93vxte//vWYPHlynH766fHmN785FixYENXfLy7z5s2L3/72t3H99ddHRMR73vOeOPbYY+O73/1u07+5PrYt6tXNT9DFWkyAZBLi1h507cCFWTc3Kqap1s4cmHPJRri6FEGaLlwMlMWl7Cxc/FisUBNWFYRMuDGoqs6AUue14qWAhII5GoktygWAq6ywzW3ZZd8sb27ZRQcBGNT2clceqLgrQUKp6RicnHdiSx6+C3V4SQ6EwFxBLZQR/tvYiQ6TfW4BscOYFYYMCdKTUq2Rfvy20Tku+nENrSKor+yxaeaQxRtXLdjIu1DRdyzspWzzjmiCKcfOdsjOwetSG6UWkxRvnmI5o7iMRjTxjFvwu9C8R00dxsBxmh8rS5u7EtIWO2taVFamPrDXyyK7leV4YWJEwaEjjjgijjjiiI3+XVmW8ZnPfCY++tGPxlvf+taIiPjyl78c06dPj3//93+P9773vdHb2xuXX355fOUrX4nDDjssIiK++tWvxuzZs+P73/9+zJ07Nx588MG4/vrr48c//nHsv//+ERFx2WWXxYEHHhgPPfRQ7Lrrrk395mLtQBSNEn9tK+uHtjLt+Uc7R65Uq425bjSVXosaSxpVmZgVVMFqTIkbNBajRWFoFlxMzEJQhxd6t6C9EBHJQR8W/daEVRMHrPIWvVgdhbFXn2xVT7bYVoBLhUhV0F31cJTxN7Gr8TGohVKbYcwCBV84iVdHRQVCtJKumxadowC80jWF3RRxM6LGBAwO4XH1At+Z6qe1AZMCx5MIiEdEFPht13H+rNQQvByDrUeoZaftu/pd1IEZWsH2GXeqsjVPmabVFfbsmJWu3yPOKVLwZPBaAS6cP8VlNKIJO3ade1IaXURQbslArQqrY4G6hg63FRx3ehwXWaFVschtZc/tHDmajlGrObRw4cJYvHhxzJkzZ+jP2tvb4+CDD47bb7893vve98aCBQtiYGBg2DGzZs2KPffcM26//faYO3du3HHHHdHV1TUEDEVEHHDAAdHV1RW33377JsGh/v7+6O//34m4r+9pdklRlo0TdaXhSmjfLfbJFlot0k01MpG0HYc3rqgRI4skJ9PdVgViq05MRLRKyZVAbdnAzVd9AuqNwFjW/nEF9HSTwQl1YuFV1S8JrXpBMlpZbsKhCjiro1WsRKYHtr5yYAsAsXOwzbe6pIeO4zYBZMrVpwDAFU0AcPhuC5X1UWt0mJN1U8itTLrhU80U1KhjoM6u6kC3zHn67HSjhNhgFQXOGURSoFsZzomBP9r0I+Oi7MB8AeeA6nIE1zHYZRDHQIHjXRikrOulJiGIvTCbW/Vw1HgGOwSYLZmSnaPsW5y31SmzbEvMzlESsez19D1sJZHbykYuRi04tHjx4oiImD59+rA/nz59evzmN78ZOqatrS0mTpy4wTHP/PvFixfHtGnTNjj/tGnTho7ZWHziE5+Ic889d4M/L9taoqxu/rEVCA4IO4fdxVgYWkEkm0iLugpHGtCgQEjJ9wEbUkzi2e1AJ/DUFW3dZKxPzC7QZE96zdWuF1lcFQUu9PtRUVB109NWEbwNAtf0GetmpILLiGpcYLtQiWAtC7D3N37IzJDRqqe2vOE9cGUZ51kGB3TToiAsbPiK5dYOXKj9s94DBr/bxA5eyr4sBKxVYeieFXZN1epRoA6LRBoyB0R4Oz3nDLJO6bxd4jNRZrAC2KrZhUzo+kTUO1MzCZl7NF9QcEiLPxrKggjAXAAAq2hJREFUvNTQ3zeA9ytMKXbvwvwYv1kWkVfNLtXOwjWvDu30dWV65cjxPGPUgkPPRPGs5LQsyw3+7Nnx7GM2dnyj85x55plx2mmnDf13X19fzJ49O4r+xm1lJYrH0iYIN60ysUQ4iK1CdSxuq4nDOgQakK5bm9HYCaayEjdU+Iw52Ucx7xLpsErZT90CUh9j56vCIq6VYBURZ/czBRt1M9KatrKsm3l5fkr/Z70RvQdtt0WtIwZ9tK1sQuPNCGuNKGtEnwkCDcoa4VaMemJAXKuycL6yC/WVsI2BW0rquA4g80GEciMiCnVv0nWqt/H3oy1AhbYooaMVs28V5FSdE2zjLwZRg0UBQmBJ1HCcsG6ftsbpM04clafMYa6EeTsCv4tSWXeqY4esdM17FDTVgiKCnPV2BJwhj2KNSnV8xTWP54C1aRlLyqyWtjJej7eWyG1lIxajFhyaMWNGRDzN/Jk5c+bQny9ZsmSITTRjxoxYv3599PT0DGMPLVmyJA466KChY5588skNzv/UU09twEr6w2hvb4/29o1MnPXGPDfuqZXqA05A3CaA4X3cmIio60li22F5Ljx5a9+1MsfUFWFZYmtvrbTg5ru6Rtk00PK0DDfyuglWdpZaHW9sTthIcNVzFS72yhyBZJQZYfptYxT47Fg3R1mVqk8FlfRGhYmhwG+bXc00EUXAmVkyOudp+zNqulBroVazlfmgLSDKGsC2CLaBF8H0aMI5DlzNWFAZi1ip2bcVNQjQcYzPuFin2o3pvrPq78xJLbXJQbEOAV18dtw2jMd5OyjMtQpyq405OgdWlhkLMhBc5fGO61lVxf/hnXGBBecKdoTDZ8fSAchc5fY4fbfbUmRwaMRi1I7GnXfeOWbMmBE33nhj7LPPPhERsX79+rj11lvjU5/6VERE7LvvvtHa2ho33nhjHHPMMRERsWjRorj//vvj05/+dEREHHjggdHb2xt33XVXvOY1r4mIiDvvvDN6e3uHAKSRinJqY1YLt4GtwIlKHbeUcqwbL9yMpGa1UOKdWLyPK8Ha366Cpaq/gD7rxSAyQlTjAujkJQqbJg8EL2MttrNpgo5aMgVWNKkSqAmwtoJq65HSyfWzSCxsKQk16yuxgDQ+E2RoMhNJ3xlqgGkFuuhP2M6mm0wEEJRxUyJTkjXgdH5HPT7WTwNWJWv74Udbm4SgeR/mH0qFVuAPQd1SWZUp7dh1TVEQXlukFUhuUVOUtJouzA6mc+H70vYuBQaQaapFItYy1OIZGs8QaIbvq9ScDHWOiqUr7LoFMlKxu4LzIy065MjxAsSIgkOrVq2Khx9+eOi/Fy5cGPfdd19MmjQpdthhhzj11FPj4x//eLzsZS+Ll73sZfHxj388xo4dG/PmzYuIiK6urjjhhBPi9NNPj8mTJ8ekSZPijDPOiL322mvIvWy33XaLww8/PE488cT44he/GBFPW9m/+c1vbtqpLOLpanXZyMpe3aW0YiiBOgO8eWjFCRLpq0xPx0olt26JsGni3uHktuj9tkGr9mEigosQb/j0XcBz0fHJjJvEluLRieAqXpcF3ROyvbhNQG19E7stVZStoK0s2nK7pvE7YyaaVlq1/SyxMDC3AyfW4UkOckGwJpqCKqqLpxpbyPZSlllSrTgGBvAbQ9CHgWQ1W1KmqZ3Oc4GKumWCWQOuKbVu3LTi+VqWowuZMpe1ZVCZFKqNB1OP5p8McqoekrZapTYxUY06bPWm62JeUSgTTZnGU7rpuEoPFtrVLVPBsNbGIFdZU1uCrSOyIPXIxYiCQ/fcc08ccsghQ//9jMbPcccdF1deeWV88IMfjLVr18ZJJ50UPT09sf/++8cNN9wQEyb87wbt4osvjpaWljjmmGNi7dq1ceihh8aVV14Z1T+o2Fx11VVxyimnDLmaHXXUUfG5z33uOf3mYs26KBos+JwUgjAwt06wgGPalicFOLiKmnozTw5Z6ASkIpRqd67PuE0dslQIO62NNTOqoJqlG6XkjhIK0mirVUUrkAisoH22JJmasNZxQ1XRViHUYlPmHbNfUMdMxnG9Cy2HtbKsQLJuHpSpkHgzwqCU2glDO7CeKwaRWYBFnbINN0q6ua3j+NRcQIEVGaPKusNQ0Kem3xnqBbI+GWoOaQs3b4ShYKPFmgreA4P6iTUPuY2fc4F0rVZ1dOhkGQf9frBNrRxrxSmVhWBAT3NBPQ6CmfC8viOIhK2ArMmoc4Awl2t4r1tL5LayEYuiLDU73bajr68vurq64tA9Pxgt1c1PWlrlrUibjSbnKrqpAomYKLNoMdqd68aVN1WQiDAFF4O1iTCYNq1jQOnpKuCHi59Q8RngwnYsrXhpsNCjJg4aSuKBSj8DzrqhSsyS0TlFAUIeUwLUaYtS6nlb211Uz0HZNMzgSKz9krD1hOfP1GC4jk+dP/U+dFMN52OwUTdeic/HbC8Vt1WgQdleq1CUXOaLhGtARBO5YK8517LEgDKXNS9THB7AWi7spW7fxWfM+UzqYrHmW51g6qAyBAo26hqlxhma9yKbm/Mt+H2Dtf747/s/Hb29vdHZaW3GL8Z4Zr+997s+HtU2nFc2EbX16+J//u0jW/0zSx2jVnNotIa4lRWaKMv1lKmg4n0K+mikFl5Fi3LuvxcxUkwuuLUHg+n/KuKpYpoq5KqBm34ShEwsVskAhyZJuDFkaEidNhSUkPYEHU+adCnooxt+rSyrJpZu0oVir4ltQgHPiGBqOoM+2i6kYwDnHt7cADigIIiyQdwqfGTAfwUHWC8QNnIsIK3aaSgOzqza1ZgvoKMVA4QKSqkDHmwMC3zGzAzGdysb/gjXdFEJhGI15r7KzpE2INWA0/lYRYsRCOPzqV6PHqcubjDXslagFkS0mKRacdq+y+6WCcErPddWEkVZPu9ie+pi/bYSGRxqNmr1aJSl8aZfwAZNplSgGSt3ukFjoWlNWFQEV/VwYNPPCSFG0vcfXkFjJyUNfGdcaSng3eJEzu0p2s6obTZIO2eBeG2j1O9bEi+9pjqyJHQDiwhuydO5p+CEH66r59Lj9B76sHqvOggaiR3BUursMRtV3SN1DsC1h6v3ullSIfkCv29xNlSQpiWt/ga3KU7tsvMlbj1h4AK/izqI6qYu6jC7cSWynybbu1DWFbtbKjC5rKfxQRPSWbZHhBdEFKTR/L0PBaTb9J3hepZSFoLbD7Fgp4VnXct0DKyyuaKciHqW21LktrIRiwwONRvVSuMJUCfweuNFTYGBUvUXlKqpk3zqKmriqpcIYbMoX+J2HN5kaCigpyCSsgtQaFg0m1Kj/HXVEkqt/YLih8rkUwHM6pO9jQ/SilyXitLjOMFknytyCupqSwl8FyyYvlZbN9NuHliIVEW/NfS7UOAc2nEquP9Ra2JmGeqz0w1VYtvp+mRkZ8H3o3pibP+s4CADa7iB1PFZx7URN5BJ8yOdP1WPj10cE+s1qabcAD47FfUH3T4u2Gn7rragapuatqtPn0yHaf5Rx1xA2ijZkRjXxtRuqTpHqZtaOWMSHVd5akXDY4o6Fuxy5HiekcGhJqNsrTbum9f+e9ksq5V9L1ayMAanGopdXY3JHldaEJTC/JyYIwiEsb6BumckrqJylUoTFtUk6MFd2qTG/b51Tbr0u2BtKv1mEzOWEAxla2c5n2681KgKRbWV3ZhS1LKZqEALb70bATNuQU2rW6AJMLuuYbWV28VUXwcYUJzsYysGV26VAacsLp2jsIWq0osbSHi39akT6VSsOaRW4dzSimuebviQjaat6BrCbuM5AMFLFfzlcazvQtnBaFGuAGbRD98FrmWpnTyZ+a/zZzsOUAQ41DmMCp6JnTdTO2qmbhfT4rO1PSaeeEZ5ZLeykYsMDjUbTyyJKBpY2U+fYueSSRLZINx6tBZt0VdYIiouGxFNMDiUOq9AiCRdLdgq1I9AmLqKLF6O58PkTBdJ1U3RKi+2Fcn5qnpNTeJwQ1V22+aWF3r9fUg5LsYj+wES7xo6n1WxnYBt0XXDp+CVJugrDLysT2lMsS9QMF+ro1yBVjA0oTh8RETZbYAJ61jhvC1OeapxUp/WTcepGYIwECLCN4Y4Bkq0KK8uwxZE0OFhzSEssLAwdIkbyMTGGS4Oro6f2B4HbBq2WUdXyOpyLOogg4MLO7qpVk0kddwSwF7nWW25V6BBI7X2nDLqEraq6jXZLTW1poyeT7WOlO0FY09ZUltN5LayEYsMDjUZxdTJUTRwK0uZFDLzARcN1Uxhi8sOnMCXoxsDJjZsc5lw4WCdI2QNcFVWF3o6qgkBP6R/64JVXQoVfG150nZLrY6iDgJvMrRSDWyqZkLeLWuwaC8/O1rh+ViDBTdyKKgqQpRMiU+csLJ4LFbbme2nIKfqTuHYK8HKXJk+ajutm2oNLXTo7/PWE3X7G4H0L6G1e0QTa7IylxkcwHVKQSRY4/V9VZFFLi33ET4+xX03wrXCdA1lYwJhXukaha3UDJqr5pCqPajRBdKD2aUVxmhdWav6zaZmwmuBUoEaZVbLO1M9xhw5nmdkcKjJKCuVxhuwhBoXbEuK1ftKvy3gBSr7s22u6j6oIKQm1FKBVvtSTPQ0UlPntXLHgRtcBhsA+NHNdx3Hpzr8VNegXoKCsImdNjTKdrguYi/cRpl43DG4OgnFQ7UtE9qFalOMFVpdhZpomLCqBbiOz4pWoFHThdstcT2rroAWP9UuSa1JkXCjFBHO+MR3xkw+ASTwvWqBoIKTTxmo58HtkdrakVZs3HV9Gp+vjiwUnQOqy9FRUUPvFY+rqXYWhqxnJWpJVXuxbRzzWS7Gan6cmGVWSchw5RwKcyMtALPIfScWqFU/bwCZcvLOtjHnrdxWNnKRwaEmoxisRVFufgJk9yb50BP36Cvjgm1zE2u/sAsVVsdoIUqYwEU4lZiBAd3wLTM2ALNp6mkr0CIyq8m50v85IUAGnH4X5Vj7bqtLUA8Fk7hiXeMxypUxrHjpt8isMHXRwTYgFfGszWosHFlZg9dUYFW1iXS8a1tuYlknno91801iyWmvyS2j6OJXqFCumjAgo66ckDBnSLy+F73IINZ2xsTC6gwk6xjQdhwRfcZNKwMXOh+rDiQWCvU7U+CC2fXwiLkgouB6DQ0MlFGpBgZ4XAuA8BGeHwlYW1mprarIuNHCCeaptbHYDbEO11rdD8L8XtQSG0mM9shtZSMWGRxqMsoxrVFWG0weWqkUZX91yEpM12Z9ncRRaLVVhVJF66hQlxpMHNWCEzcFWslQdlZydwdNqDVRTnhNBq4UaMBIyaaKaKLVShJlFdQdgxt5tbzHzXKBzAcGkpFlKJV0pqbrppqFqy3UqYivqxtIBTi03VKqsgpIJNbNCWWQqsW2XhePU+0kYSyx25Jqq6h+njIkFDBTwFnbi3FuVBaXuDy1PAFW7BGsKaiMtaIXW1CxtZTBWm2nXwYOnRGkscX5ApgXRASveQqsFaWKNKt2VlozlsDfR6dS503tIsC8tyVx0Ylzt21NTyjHqI4MDjUbRdHwI07ZZ5x8Ykk9ASn7RQET3fSjVkulB5gZqpehVvGa7CPAVdH2M61m6qYff59a7EYdNiP6/tVSfCkmjrrhqyN7DLW9Ch1T+J2Jw0slMVNON3wMrKB2BbnPRESsxPaJhG2+HGgTrcAqz+4q6K/zduL2SAKRUOxXQ7Wp2FGT3aV0DsBKumoTyeZL1x4NHU/I0KtP7abjlFWrgF50qoFBQsFsBOq4TVFjPH4Xul4oENKH70zXMwC5Cj0X5lAMmmuupfmC3gcacfCeRq6rBTFkmDGgp9+iPruBtNqINNfWR6ZoP1Ix2tvKfvnLX8YHPvCB+NGPfhTr16+PvfbaK/7xH/8xDjnkkKFjHnvssXjf+94XN910U3R0dMS8efPiggsuiDZsYR2pyOBQk7Fit85oaW2wAUu5+UoM5hS6udVbwIRVr5v6Qy4rk9OeUK6pOJ2+C33GKoOA161jZaSCyV69BTbfWrnFKCsm+q27atbY0pYsPZ9OAyNRfUqsv8FjAG+13mJzAF1XzQZ0PGlHBO73ef5MPFfoeHfVfDhV6t+GoddNPVaSh1x3hMZJmdixuSitTS31/WqwoxFEZTDt+p4+J7PjijrO25rPQP6hkT5PGaE8P/G8LST81Gsjyz3oeNecTL9Z9TqB6w4OrIv4pp1vq4hR3lZ25JFHxstf/vIh4Oczn/lMvPnNb45HHnkkZsyYEbVaLY488siYOnVq/PCHP4xly5bFcccdF2VZxiWXXLLlfliCyOBQkzGmpxYtLQ00h3gjB4fgRFXrQCZFP4qjYYKh/d61MSrSTYdFZQAncEkImNJLh22Bza0CcHi+VnQXw7FSb0uoSZD4/dfb0+4yKuvxmSRMRCPSJ/x0rjYEuNbj96NJPI4nfRf8Xcg70+ebePOQ+l3wfWgknvMk8ebNQ+L5XTe3tPaEj8/U9yHrgH5jLvqddg5QsdfUm+8S11DNt+iarMEyMqAPh26+9ftJuJkvcJ3l+RPHu67vutGtdegkhYdpoVDvA0ILIi1r7RurjdG8AuconANSrlMVbe/LscVj6dKl8fDDD8e//uu/xitf+cqIiPjkJz8Zl156afz85z+PGTNmxA033BAPPPBAPP744zFr1qyIiLjwwgtj/vz5cd5550VnZ1q34pSRwaEmo7quFtUG4FAVe1Zr4LikyVlbL9r1iptRRLSsxntA8TZedDEqmBTK4sxi3tqKoeLb+C5ae9ONp4iIFmyXZ5ALu3YkwaigRSxXoNelbbfkJKlfy0Vpk8wqHKc6A/XBxK1C+F204Hiv632kBENVHmYNtkeqc8taZVwoumqHafAmHVtuq/3geoP3oPOsAqu6GeHNfGK2nz6XSkKZNV0rFKyvrkm9CdIiFoJSms8kZJG34bzYPxnbFfQWtFCo7HB9dtjJ5Jt+ELnXcVxP/c0q+G9zT+vKtC23GvXWxu9C339LYmcufXaDaCbSuirtM64BIM7i61tRpAKx+/qGS4y0t7dHu0pibCQmT54cu+22W/zbv/1b/NEf/VG0t7fHF7/4xZg+fXrsu+++ERFxxx13xJ577jkEDEVEzJ07N/r7+2PBggXD2s9GW2RwqMlYO7UtWlo3v/gWNXWrSrfAVHHiq2FyVtTS9kOmbo3yBBjQeGVnKaMBF7/BMZgQDKCoIYb+Pq5ApmRmJA5OWNWFLPGmOjW1X0DT1O8h9bNjllTq+5DLaqIyQYFa2wQrM3Sk2nsYHMB3Vl3f+H4V9ONqe3tacEgj9fzJYwDmnuo6zCuUqYBRjsNCjJ5PgbrE87u3mDc+RtlULAmA40kfySAAAxFNgKsK/ibMywZxr8jfrA5jLU7py1CwCZltKUFTvYUaC/WPDLg+iN0QKdmy9YSmLi+KKEuXLdjcOSJi9uzZw/747LPPjnPOOec5n7YoirjxxhvjLW95S0yYMCEqlUpMnz49rr/++uju7o6IiMWLF8f06dOH/buJEydGW1tbLF68+Dlf+4WIDA41GS3r6tHSSGCMx7LQCNNWvLRVqKLmBDpXJe4LZvoqbFq0munUX6yMrFX6qgJ6aauZPPa05UWen7KuEgMDyYErtTLXd8YbXBgrOkwYqEVWE46nQQWwU+uhyBDApLuOeG4dBUuZ/q8AQurCsiboqvU5DlpAFKPhdmA7TufjlO3lT58Qj8MTynexvgtBycREHwbCmP2CF05dv+AWPzkmMRieuCim0Y+bah1TOg9oMS5lpP4uFJDggs0EzS3xfAkxXZaYwG+7Psp3u/LOBge2MXAoYTz++OPD2rg2xRo655xz4txzz93sue6+++7Yd99946STTopp06bFD37wg+jo6Ih/+Zd/iTe/+c1x9913x8yZMyMiNipyX5ali9+PUIzyz2X0RevKwWhpSZNZS8VD26eUMpm6glbVinFydF+rvNCeoNo6qjOQOOmSFouIZlgyaampLdhWJjGIFePW1Wmr96lFxFOzafS7bRHTk9R07cRzQEdiSrxu5uX3JQeklFGpz1jnqMQaF/z7dM5b13jOYxZsaiZ+Yp2O1CYRDuo2PmHrYmtlGhyHttPKcNaqPM5lyqweGI/ORzje9brUWjhCwJUL7yYuTqm+X8K8TFs8tb0ntdYVvzPNK/D3VXEfIq3elcF054pIP3+mfiYpx8BgYofO0R4p3co6OztJ4+fkk0+Od7zjHZs9Zqeddoqbbroprr322ujp6Rk676WXXho33nhjfPnLX44Pf/jDMWPGjLjzzjuH/duenp4YGBjYgFE02iKDQ01G2+PLo6Wyee5pfRLanC4Dm3W0riwnd9FxBQqa1cdaWxndQ4RbhSu9VivuajucMnDxY62jdtR1Wm7voj6tm46roJUoj5WVja1EWyaZbW51id3r4IxuO1+vWcmWHfguVDhQraJTWoXjNdliW++hzZ6djqcCtd2Siy9L4Psq1uP8jvbkZAEfEaXarOs4Votl1G2T+21bp+9f+1PSMkPZUrzE76eqFvVIW5Pfh+txtRfHp84pqu+n4w7tpNt0rKCNdTlhrB0H+ZHOFQxc4JzC6wXmH9HRwO33mdAcD0P03QqdUxLOY01ddz1amatNtrIXaqgF2d74ujw+FVxP/c40315lOaPmAvWuxnNFpdY4h96qoowX3K1sypQpMWXKlIbHrVnztHhr5Vnvt1KpRP33c+aBBx4Y5513XixatGiISXTDDTdEe3v7kC7RaI0MDjUZg9O7Ilo2v7ixyGilu+ExCiAUCEjUOnFhxkVjcDuzG62sxkUNozYBNzdSIdf+bFyEdHGprjDKTU03y22T6Dht+q5N6Eh6vsGpje2EqwAgRUTUuwxEqujmu82mwlJBGmy1Y2BFK5oJ3SzqE3Cu0MB7YJH7dmQraPII71YB04GptimsrsE5RRNlBaUw2R/stvtoWYEq9xgyhyrQoN9sOR7n2X57Z8UKGyslzmW6rmgIWK8mDEWvrWV6r1wk6sA1SqdZXS867bo6H1fWNc6PFDSPdXYPdd0EKzAwq/GGKiKigHt9+kCc8xRwBHB1YJaNz5YVCAxomzyOpwg9zoLzhUJFzhvfbw3HXb0D13d8/8r20/FZm9Q4n40ILk5VoNhVIMidY8vHgQceGBMnTozjjjsuPvaxj0VHR0dcdtllsXDhwjjyyCMjImLOnDmx++67x7HHHhvnn39+LF++PM4444w48cQTR7VTWUQGh5qOgc62KFs2P1EqbbIGSump2wlUc0gV+xWVrYzFzTdrDiFoVgURQrzXYkLa5Dwm2+ab28ASU469BQRbH+GdrZ9kDDi1w9Xxri0qLdDuEuEtgylbQCLsGXMrU2rhcmVcaP6D4qGD4/G7hZ9Xn6Ggj42TATxfcrdHbNnQd7b6ZRPpuJZVuBmBz2dwpj07dZXRlpKyQXFoKGba5qG6Fjc3iVtV109uvNF0LTabt1WAXVuoXIMlcRsYW5nbYTJva5tN6hyqAuLwET5Wyk6buPk+1LkW5rISW5DXT8HilDL1kWGkEgPrOxH40/xd821Yp7TNW6+p4L9qi2rRice7shGhKDaY2EF2tEdRb0JbcDPn2BIxZcqUuP766+OjH/1ovOENb4iBgYHYY4894jvf+U7svffeERFRrVbjuuuui5NOOile+9rXRkdHR8ybNy8uuOCCLfOjEkYGh5qMan8tqo0qKbqZh0lDE8d6K26AMKcRrZ6IiAouVr4gpBZpbjwzVNHuXFF7tbFWxs0AJlNcGcHh2bLCKiia2Mh30b4UmUNtmLAiSNO6WjeQdBiLeVexyquJcm1M4ymdgQGdxxK3wbOTFk5mrb3I4IAxVfThfIcJZrEyrQW8bkYUbNLvp20FMqAUmIQN35hVds0aWtkHFlhaVtp163hdnj/VOU51CmHtLuppzRDYIUstu3EM6Pfj+iWJNRThdLxZVpt11s2x0+k7U8SshsyRllWYp0jOoEAThuYprchEqo+xPL8Nczf9HjUqUDxrQSZaHVufdU/Dhi0KJGuhEKUIKBccRBb01hIj0FbWTOy3337xX//1X5s9Zocddohrr712y/2ILRQZHNoCoRs+2UDwAomAhLa8KSilkdqiXoEaqSopslyghoTSYTWJ1/HkQo+6gbTf19JrgM5gd+NKNV8T9WY4icfvQjdyFdQG4DY13Bm2LW+cZNaxhU5bWnncrcEkXtsocaxoSHsCV7P1G0vYBhjhoJSGVqr13bIGB7T3aCtoiwqg4kZOW+jq45Dapq3jOFZK1CaS77uG91DF9z+IhY6WHnvG3A6s406LXZOsvUfXbipioS5efbwx2zQX1HmW2S/YmqvXHRxnm+/WZY1bH0X7KSKijq3PLStRtxGBkGqfjYEajgFmXTH4C2NKc3xcQ1OHfhcV/ra1ENP4+0kucJ4jxyYig0NNRlktGm4QBsfZRC+oPbuQ4aShVVRm5mAFWjcZWqnWTZpUb2t4r9UBFLRT5kMHJqxK/cWFnseA6jolbBcamGpJN1eM8V0MYtujVqkqg5Y8MvMO31khzCHcZA6OsY2cVrT7J9r59N3WsV2MEyoYxlx9VMwPPe9ZxJNboxLbYid+F8LO0cKJskHYor7FDCdYb0SZQxisSwFjRZ9dbTyyW/GnDUzFZ5zYobOE+bOZ4DEF11X9Jy2wsQZc6jxAO/IS56qDExu3oXIeje2MKkSgLUr1yahPxvMsgro4BiS3KEPBazqMn512JdQwL9cWRAZXYbzX1ZRgK4mUbmU5mosMDjUZgx3ViAbJXIEtJbJI1jEh0IlPNwXashGg6dPMdb2PV3VO4CC1nseEIDWg53Mbsl/wGav+gm6YRYdHbdHXd2OygvegtqSqJcQ2vMhWSGk7XGKriAK6Cjaq/hMLkeKcVyTMDlhrBCO1cwtrnPD4xAQYv5+UT49bMpUti+OdrY6x7YAdgzD0XcjmhtdZbXlStooyFRT41cMQRFKjA41CLKqVcaFkEGTcCBs1IrxNjdvQsSW8zwAOGqPKXF5Jh7nDHDJ9mC2LbEQVJVcQiULnFHx2z3aLer7nK9YjpKftlrhOkbZXLa2xz6iPsnR30M2dI0fTkcGhJmPMk2ujpREggpPfAKDxWpVX15uBLqR1owYLV8a0kpF40yLMjNQVBQ3dEyhgotGKorAKhmkirzo8ElW0f2badGItIdbYwt+n55P2Uq6MqXYFBoNNyqhLLZgt59NONkwclenDOjKp5zIFJXUd0EkPjlPW3aCOdwV9EORUnRueZ5n9km6dUhBxoBPZJQq+4LvVeVvnAG1RquAY4EIMfN/6TJRRp6E6N8q+Tb0mpxx7rNuIxw12mGi+5ngqSq7AtLY/15RZLaFt6DgfO8PMADj9ZlVcn/UxATQdTGxMkSPHpiKDQ03Gqh3HRUuDSUZpvdV+cE+oYk/9FOxZ1mQPaeKpgxlQunBMSJcou7MDLvSYsLIOk3Z3pWRdRUQdZxEZ73rNGorH6vm4Uq0MDqxWVNB9Qu9jfVfjBIh74BMzzAZRv8R1x/TlJnxniVkePI5VHFzBJm3HSfyMVdC9rDSet6sDuDYqHqVzD1L7B3DtYaZHm36P6YSGy3Fpmcs6Tvq77N3q3FNBrGmwHTeGNd24ImgK80ANn0kLrLMRTbjaTUDdKSyc9HcjiIRjivMtWM/U9ZfHu+aMuiarnALeR60trauZrBde6EosRaFMH3y3/ROxlTqh694gSltsLZHbykYuMjjUZIzpGYiWBq1eLaiZMQiidqltSbUtRisPbNOY2IGRrb3FkUU3BViR1QW8BZN4d1ChwzihTh2SFPh7tWtquxiDjcnbiuw4TWxagE7ObSeJ71XnlEHckLq9e7o23xJXTB1PyuLT4LkMN8EVnKNSZ2AMSkGwhTFubtlxK7Geqm6+WXMGgos1iUHztr60Lo6pN/0C5jQTsq7o+6/j/jF1sUtD361+t1rEkPttXZOWEaahRYKUwG+Ev1sp7EVE1MaAA7Oy7vQb40Icno51JfF7tNNRzrDNCVKPcreyrTkyONRktC1aFS3VzYM/xYDNQtVlcJBWZNGlpi2xw0+sbOwAERERHUjpHIcuCyvRzUTOh8+kdQ26hUyaQMdVVprLV4m0bnFbiogo1SJUnZTUCWY13C9qbIWKriJ4qa43zMxYi73hqg3QaULdsqku1qC1u9qxr0N7VXx2bYnHe30siuWixS5dc4x9Y3UEnKurUVdDnQ0xVBNpsNvaJ6orUb8Egl2ZFHDGcaw6HSzQm1gTIaWrGes1oQOVOhFqK4ZqsCggrpIAqlOoIXMPW3tr6x46fqozl7YoDY63+2hdhXNZQp2oGt6rfhca2r6p+n4tuF6oeY6K3FdleufWYjuMTRjw206ttdiWcE0eHMSqaI4czzMyONRkDE4eG9HSICnFZE8q37Vx+Io091ERT215mmauItoXzGLOU9JtlnVxqfbbBoj1PMDaPSI9e4yJFJgQKHusAhsD3SynTgh0I6dslfp0cxVJ3d5Dot8DNo41tMKnFUPViOFnpxIX8owTawm5Zgrq10zVnry0cwprcIzvtPPJ96jTnc6fuEYp+zZ1i1/yCigZYuCzm4AAgmqs4ea7jvlRarZCaielFmBV6mZUc6hBfGfMhF6bVtB9YDwWJ5h9Cxqfmn8qiKhYo75b7RBAkEtbsnThE8ZSaumI6lrd0+D8rpptKruAxVMZU7XBbWvLntvKRi62rZGWIGpjqlE0YDewiKNoEiTuWV4/Ce2pUztuqdmOJgQJnYrYIU2Pw2fCFsvq9KYuIEpNVXFGHKO06U9cudXvoqYuOorVahuDinSrKyC829pYtWBN22YzmLgFpIpFtFLJaB2NnwvrICRuO6gnBsy0gFFToemx2g6K60rR+Lq8keckPu341NBxrMEaSyLQqyCIfttqxazFKV0u9Lrawq2tWwqayoaUgYbEPfwq5o25mz5jDSbeyeYbna+4wMadzypwndYkxNk06dwIteVNW58L7KNMnZdz+y4WCUgTK6nf54sgslvZiEUGh7ZAqOCaJl4SWpFLnTiweKxWeRMnDlKBZm0I3XcpmKPV+9RaE8y4UP0FvDCcL/WCm5r+X0dRWE4eORF54ZMCBkNV6yqxfklqcICYnFhpdYArLZij3yKLG69F5pC6pIEmRYTNeVwgSLxBq6QWmU1cnOCQgrvOO4nXbY3kVWE9n+qSaHECvlttjVM2SGq9O/4eNRfUoYdzGeVRiddZNfws8GZ9LsPjMJhhJEx9NexZl1b/yVmBad9FmRCoS+0gmyPHpiKDQ01GW8+6hrIolZ5VdK56V+P2jlL1XHACqqJYdgU1BFSrpUBtFb1fjaK/8f0WPSvpXGWXaQmVqKugWkcF9MpHNKGbo8mealeoBsc61OGRa7ag44noHEVEibo0vEnHd8Ftb9gHT7o5WB1VXQXV/eBQrSst8uocBfehejMK0lTW2HxcDKJuAWvUqa5TWj0p1uqA8/G8qPeq4w5DWwtV66qGumMV1BupwLtlfSUcn/UO1P/Cd6F5Rb3D7qPaa5pYtS5sa8d5u03WFQaIsX0GW49U70w1FFVXkPMZHSvrG4/3Et27Aucxzme1UJhY24vzfM0Z4LqaB2qOp+sAh+Y9el1dG2G8D9a2Lc2h3FY2cpHBoSajNqYligaTVm3sRDrXSKjTc690N7afqfOROkooys6sm8aLfW2m6WCwY9Qa7YHWjRIephR2pSZrZYSrqI3HlDIzuB1rWlp9HXG/e/pArWalbfGSYLclvFcdx1zR1pZBFEBVcVvSYMF7aFltc8Dg+LRaLVoxVl2FynpbB5SRmlqXJGUw41MZPNoxiu+W2Vmoxxf1xscxYyAxdZ/ZsqldoxAwoTawCF67hSVRQRBkcCwWTvQZd6GZyBRcaxNv1jQvE/czZkomZiTz/Ili3vzdTsa5AkNywaKO40nZt8owSqyNyLlbwhbuwYGWiPvpdFtHZLeyEYsMDjUZlf5aVAY3v0hLRU6jNs6S8+oqZEhg731SN7Dwyl0FBbPrWlUCMKylDx3XtEqpzKE6Vry03QGrQFUcU1yZx+pYHdyvWpcis22VVXi5EqitTOhCpedrXY7MEXQ/KwEIUZcnjRL7BFpX4L3iuKtNQCaF2vX2NR5TOn8mrz7i3KOssBatBI9BF8ynsAKtTFh5LokZcCpwrfMxr1HcDozHYVDLtTILVEAa58/UzCFmPuB4ZwY2siRqExrPyTI/RTigm7o1uwUZcKkdFfWdVVY1HsvqDJuaxYVX5UjNptG1VtwomWncYJ/1TCjrW/dSGi0r1G3YxmcrPJfBGrLzcuR4npHBoSaj2rMqqpXNJwZqFS7VB6U5q524AleD07roOLWwVdtUXdQqulmSxIbdBNK2+HECrK1RmNiwE13idoyWJX0Nj6lNRve7wIoXbwxtPFXW6mbJpta6Jrba8gJjtNJn46lYbQBxjMV3oe53OH/ynJLQUpzt7vE4BZK5rTAxg6P6VONvNiKiNslabnWuqEMiX1mJa4+2x2qriLYp6vyuToladBrAjSFZ2ePaqPmHblp1HCdu3assw80XsiV1rEjrFjMqcV7U0O+issaAMC+e2WF83fGN5xTNPwsFTbvMtZQBLrxXBv608JhS2qCCeYACyfpt4/zJcgr4bWu+RWNghLTdRipyW9nIRQaHmo3+9Q1bRlgfQjZV2gamgWi8MpF0cSnW2cSsTI9iDfZedzdenDmJ1+PQ0SjW40LfYUyPAtk0lcSJg1aCpMLDYOhKY3uVU7rtfBhFvzI97LBKr91HHZNMSZSKfmQhdeI1tRKYGFhhQX+dQ+F89QkIXGF1XEEfZSCw2Lxuvltxc/vUCjsfAoQxDtZGBEHKdtxk4Jri410nARyfCg5pu/Laxmt8oesx5hW85un5xmMrkwJmOjd2WxFDxxRt5gf0/WtboR2m7Cwd71w8Q7asBoFmOi8icKHre6xD7pDOKaw9lxaUEpCY8+j1uAfhNQ+fHRb2OD/GOYXOVUusrzTao14+f0BsGwPUUkUGh5qM9S+ZHvWWNG0Z4lSkLA+1nq9PTNtjzPRaTFhTV77l+akLCGsEYVRwk6H6IMWgaSdpcI+2jj2oQPr7N2abBmsIdNu37+PdNhksXA0tVBUUtmVtFbVqVR0EDNVg0XEszkI6z9awEqxRn2qbYNUm0uMGJtimpbUPq/ft6diXqdfGKO274G9R3cpQu0KfXXWditene8bOQEDdnHHILsHQtbayVoW10XBA9fhgjOr753eBc8DgOJsDWlZjAVAZepOwbRjHuzw/dQ+VXCbC85mWPgMRBztRZgLHcQ3HcUodQAXXa1ORRa7MNgWlNK/A71H182TsDQ62RDxEp8uR43lFBoeajLYneqOlmqjvE6po5QTbFDAzB1s2VM+BwSE8n1JEk1L7tRKsehkr0P0M320L/rz6BEwckObKjiza8iQORErp1TaGxJoZ2lrINHGlHCd0BeTWHmwrHAnXsIj0mlgyRzG9XgGExA5ZqdvUxvRaa6E6aalWi4xjdtNLPN7ZNAHHQEtvWr0mdcoTDRtp74toQtMHQfO2pcio1PHOG0Nle9lhKaNlFa6N2mqHjKBWFcPHaOlBPUtcL1TPsnV54+uqLk0LgpzcppbabViZpqmLu/L9JAZqq3wPWmDTAosadiQsJtTSsulGfWRB6hGLDA41GWV7S5TVBo9NEyUQc1awZHC6MSkKXdQwcSiwv71SptOaiAhe1CR51GSqqtRaBH1U0yepiGtEDEyxdiGtZrFujrTa6LhDR4nBiWkdVDgh0NY9DAWb6ildntRtCQE41RpgdzE8rlAqPgTrdeE3O6iALrap6SZdFVDZilkTMPx5AyDQq9+ittGy9g9uWkqsLNewVVHbKCvYjiMis6pfU5+gmkP2zgaQ4cx6EjxXJN5oKuMCins6V7CjJtKalNmm73b9DNMnYyBZ29oFbNLlU2XsEOAa1BwKn3GtFY1ilI2GUQOnPB2fzDJUjVdtP9M8BRn9DNZCnjKo7bY5cjzPyOBQk1GOaY2yuvnJiKtUog/CKDsiygpc8aZAvZNVmwgBGOwLrvQ3ZmYoIDWIlq6ti03EVQRBI4KfnYbSsGsg4BjhgKNdFG0/kdVUWYOMOgXg8NuuauVO2Q/q8CJJpn6LqhGkgXNFdQXqTmnLiwJ1cByzVXDermqijJt0drdERlAdGUEK6iprkVhcqMFTWanaFbgp6EI2rwr1KwCjTD6V1ljReAxw4cTIsvzNtqDYeF03hrhGqeEA6/XoZg6YGa0q5q35AgK1BY67yvJVdsJpadvfOWcEnSAFEFIzflu1wKJaQsqsxo6DlALXupbpPahOJTslaoGynpZpWoE1uVLDcbKVRBEJBKmT/JJtLzI41GRUVqyOSqXBIq322bColR24QVdAal1iNw5NWH/zBB1WTEChRxRpjt7GQE2lMplOpYuQ2IlHONOHHbeeWGLX3W66Hbcc2+M0QYcESMd7y1LcjSjlGO1Qi15MgNXBax0u9sAyjLBnzC2oKEbMAtfaIquAs7Y7qBit3G8NwSEUhy+7bL7T5LylR9txkKGpoA9+j/VuZA2ktERWx61GjOBnrqtArRZYtI2yDTcZCJrVxoN9OoKIxfIVdFyMR/cmzKGqyhpRRl1ykXtk52BrFAWeir8fZWlPsrmM8yjNezAk3yrWqJMWak6pwy2veYldK5Upl/B+62MR4FIpisTMegaltD0SXYRzbCTK0gkImztHjqYjg0NNRr17XNSrm0+qmEYICUFqDRZmDiXuW48dZtpxie+3HDu18UGJ7c5Zr0ldmTQB3n6GXRcnS7anxuciVTStsihDgsentpQgKMntR+3aPqHtDmBPPU7nCjsstf6GMvlcRwRbWrGyKFHit1PHxFHZVAzWKwMKgYbBWZPoOP0uqmuAxaUdyLp50HlWv21cB9jePeE8G2Hfz/pZ1q7eiuOYbcx1jVLhdwVXVY8PWbWqm5ISCGHNKWTVsmYXFsXqAEpGNKMDiILuYIjg2j+qE4a/rYLfLD6TwfFpBd1bVqHhALRa1dE9Uo0EVMNK5wAWzEbJAj1ffWxjcLU22BLxazpdjhzPK0YUHLrtttvi/PPPjwULFsSiRYvi29/+dhx99NERETEwMBBnnXVWfO9734tf//rX0dXVFYcddlh88pOfjFmzZg2do7+/P84444z42te+FmvXro1DDz00Lr300th+++2Hjunp6YlTTjklrrnmmoiIOOqoo+KSSy6J7u7u5n/0YBnRwBJRkz3auKp9LTIuNCrr8bqo51FiQiBsqoiIYgA3N1g1liifWmYHIkiTukWF9Xq05QWTQm3xInYBMmkqE23zzfRqbD3RKlBqnSh2U5MESAWklYbNLaPYLoaMJQ1ltpGIJ7Yd6DV1k8HtKXhc0Y+MBhwDLUuNUVdL2JKlbVZVaJ9qJvTb5jYGFjnHtQzXAXHwalmZuMqv2lmohaKb1tTGBC0r0ormSx6lLZ6VFdjSjLlWvcvYXvyMESCsrLI1WS3vZU52uQIE1nC86/yurPQ2NRKYmJi5CjqVNRWRZ3F4FbLDtRGZxpWEuqcRNlaSt/qP8ijKBG1lmTj0nGJEwaHVq1fH3nvvHccff3y87W1vG/Z3a9asiZ/85Cfx93//97H33ntHT09PnHrqqXHUUUfFPffcM3TcqaeeGt/97nfj61//ekyePDlOP/30ePOb3xwLFiyI6u+TqXnz5sVvf/vbuP766yMi4j3veU8ce+yx8d3vfrfp31wMDkZRbn6CVgpmCM1VRfm0DQw3LfXxyGhQZoZWZTtx86AJAWwgNCGsFFPoOAX0uMqPYt5Fn7WUaJtNOdmqxkwTh1aW+mRsK0StFmYDIOiT0pmtmWAnJXF5UuCK9b907sE5RTeQypBgZkbjLII3aEt76biyE9tsEOT2TQZuglan1eupLl5Ox5XdjeeBKm4efbxjQUTbDqA1LiK4wFIM4v2qqQNEatC80PHUixl9YiCZ2QV4H+wOC2OqooYYKpaN4GVlDYI+OAZEWyWiiWc3qOtF49ySW0ZVU1Dd/toTF0SUkapzlOYz8FxaMHevgylBRFoANiJYUkNBKW0/I72mbUxzKLuVjVyMKDh0xBFHxBFHHLHRv+vq6oobb7xx2J9dcskl8ZrXvCYee+yx2GGHHaK3tzcuv/zy+MpXvhKHHXZYRER89atfjdmzZ8f3v//9mDt3bjz44INx/fXXx49//OPYf//9IyLisssuiwMPPDAeeuih2HXXXZv6zWVbY7cynqwkVFsncV+lVkaYOYQLvbazsUYMbFo46UoobBsR3FbGlQelpqsdu74LBS7gu+DqI16zhow6He+phavdaYUOI80MfcY87hKzn7SyzIwL1PMoQayD23xVS0jnbW0bVsYnftt11LrSDWR9qoH/FdE7U5B7hrW86bfIALFqXWmrN7iLRYS3PwOQyHoZibXdNIonjc1bTrMxoO+irvppOjeuBOYdtuMU6/D9I7DGwIWOAQX0dG7EHFmAHwXNkxcmlOCeuOjEAtcKOMK7VfaTjyfMyeyq/G5ZAgO/Hyru1rcxK/scIxYvKs2h3t7eKIpiqB1swYIFMTAwEHPmzBk6ZtasWbHnnnvG7bffHnPnzo077rgjurq6hoChiIgDDjggurq64vbbb98kONTf3x/9/f+b8Pb1PS1sXFmzPiqNJkptAZBERHUGNOnSTQFuqLjdRRf6xBaxdL9abVfnHgwGEHQTrG0MCIax0J8COvBuWY9AXXSQXcDjUwVLEajj1hOlp8N8kVJb5+mLpk0wtZ1AW7yUtSjtdgyEItio+koKYDOTAoHpigJ6mADzfRTwMsYh0JTYrYwZDdpqhQ5ZzLpJyabRzSgDa7hZHkCQEw0smBGEQvKyCY5oYqM5rnFuwefSHE/t03F9T2opH96qqCEgQqUPmTQqV4Br1CAWE6payNS5R3NQZWlCx0HRn5YZzHMUG1OkZemqKH0J61lZSyeT8WKIoixdXH0z58jRfLxowKF169bFhz/84Zg3b150dj5thbl48eJoa2uLiRMnDjt2+vTpsXjx4qFjpk2btsH5pk2bNnTMxuITn/hEnHvuuRv8eX1MW9QbWNkzFV8GrTqfaWgSh6dj96Y23ATrRL8aqcmTGtumKn2VE4fUTm+6t8UFXBkhbDnKzi1wTRQEZbcYDdWtTiyoqok3A5hQ6XeRbmXA4b2uQictdL1hoUdtoUrI+GTQJ3ELXRTIRkzYphjhm4wasl8qKTeGCtTit11dZmueMiR0vPOGT5NhOE5BTp2PB9mtDtcBDJ0rBqdZK7V+F7yGyvedWuMkMZhT60qss4YAdkrBeW0bViMBtYrXIlYNc1UWzMZ3W1ddSZAYYA1A/HYGJ1lrdozTNkqc81SEX7XxxKFTc7etJerhBdnNnSNH0/GiAIcGBgbiHe94R9Tr9bj00ksbHl+W5TCQYWOAw7OPeXaceeaZcdpppw39d19fX8yePdt+sAIc2tsql1S9BP1ta1BHBqu3XDHUyU+pxFKlSI0s670mtmrl6qiyrvA+ktLYK1oFwmsqqwUrgaqXoIAjW9m3pgMSC9Ro0EhtOZxcW2MAxwCMFd4s15RKjiA3isIqy5DfWGJL5KKSThNJx7Eybiq69ug8q2uosnS1nQ2Dnp8m1hV0eULQh8VoVUek3+bZquZH2uaZcDPHRhKoAagANhenkBGS2nWPnUahbUfdSFNvOPndomsl55apxxSwksn4IYLn2ZblWHRSF1QdT8q6YsFsmY/T5m45cmwqRj04NDAwEMccc0wsXLgwbrrppiHWUETEjBkzYv369dHT0zOMPbRkyZI46KCDho558sknNzjvU089FdOnT9/kddvb26O9/Tn2x/eBXkJgH7xOVGrXrFo9iQUm692I7usmQ23gYQJXsCS1QF6xHjdKCFxoBY03fLqo6e+TZE+Taa0WovhhgWuuVr14I6egD4skwjGDaR23eDw1cHl8JrTSpklmUcPqPSTUDKxW8RmrAH9i4CLlpjXCf5/C8PRuFYTH4ALLWmyxANZqRBObDNW4YKdE0BxCfRBuFcH2QwZ+dS7Dth1+xjrelaEHLAkG4RO3FGkLN59PXff0uphv1Sc3/h69hQ5zPPwuOLdUwWwNdV5sTZj3qE6p7kFQ707dxTiPVn0/1cec2nh81gbXRSy0y24NkdvKRi5GNTj0DDD0q1/9Km6++eaYPHnysL/fd999o7W1NW688cY45phjIiJi0aJFcf/998enP/3piIg48MADo7e3N+666654zWteExERd955Z/T29g4BSM1EUatFEZufAAdeNovO1fpUY3q6JgQ1pFZWVqalmxbY9sauJ4ldeQbB/aqSOjlHO1Q+Dm191RWBWS1avcXFlJJM3diopgtaZ6cG1lh8WZ9dYiHspIEbpfoUa9lg97PEgInorLGYt86fCnInfq26adVxp61WSlmSCrRqojlYghs+1fRJrO/HzCbdBAnwowLNKFzO+nnKGsHQeVHfBbNpkAVZA629impToQNVbUpi8BI36aEFFrBFj2gCWJG2MtXjQ/BSNRS1nb7Wbe1dLeqQhcF5CuV4aedPbgXFebG6Atm8OOfpWKk+2djhtKxnt7LndI4cTceIgkOrVq2Khx9+eOi/Fy5cGPfdd19MmjQpZs2aFX/2Z38WP/nJT+Laa6+NWq02pBE0adKkaGtri66urjjhhBPi9NNPj8mTJ8ekSZPijDPOiL322mvIvWy33XaLww8/PE488cT44he/GBFPW9m/+c1vbtqpLOLpBaZoUAFvXYqW4iuB5jpWe33xmghIsNiaVm+1goZaQtpW1iITvd6DAgN2Nq88JNadYoFWdQMK1FeR+9U2ARVyXo6bVg1l8GjrFo7jUhkrADYUK/EbQ50w/i6UXaCbB7XhXWvHVYDJWfQYK7Q6Jq1BADN98HyVFTj36ByF30WxXl1+YP3BVqFCWze1pUSjimu36qwhYyl07Mn8jhu5QudtjELHnbJbcXxWlvXZ+ZQ9huBvdXBi44MSR7UH10Y2a0hsToK5YAXbN+W7KPQbw7ychdWRTdXyO1y7Mc/X3LKytDFwERFBRgK4HqvhQIvmASoijnsfnfOKdbjGy3qW3cpyvEAxouDQPffcE4cccsjQfz+j8XPcccfFOeecE9dcc01ERLzqVa8a9u9uvvnmeP3rXx8RERdffHG0tLTEMcccE2vXro1DDz00rrzyyqj+wWR71VVXxSmnnDLkanbUUUfF5z73uef2o1eujqg0mPAVGU+YjLImBW5ueBOsx2nigIuaVngqy2BR02Q68eLC7wwdVHgzr0KP2qON7RjkqKcCuNoCopXAxBbglCRFsLZXsQ7Hnsw9mjjqeFcNAQWI0Z46uqzyXXZObnxQhH0XE7A9VsF1BS4UIE7dMor22QwQqrNhB2zkUNcpqmnBf90Y8hyl+YKuUzr2tL2HzoXjSedPBZtQo47ZWYn1UGLWhmYoGw0BzrVwpoAEzp/MREOWTLECQSm9D82jBfhBQCLWJ3RdjPDxpPeq2niJC6NRwtyja4qGvosS51lt9VcgUd+tjL1tzK0syvL5a8LmtrLnFEVZ5icn0dfXF11dXXHYzu+PlsrmkzSufGvySCdL696kTissNK3Joy5qKlwsm6rEn0BybQB1v0uZ7Ec4W0GfX8p3kXi880KPz5iAsGiiDSxlVVbd9HR8KhjK7QRpKfEKShF1PnFbIbPzUH9BIzlwgZtq3kAmbI/kQgKuPezOiMHaczgGuCUcnrGuZZUlK+i4+rRuOk40eCKChXd5LlPHQrwuF06gxU8ZnyU6wrGWkLJgldyoa3xCh86nLwz3m9oNisFQXFdSPztek60zQazsNe/lPJrdfBMzjBTATlhAH6z1x/cf+Uz09vYO09/d2uKZ/fbBB/19tLQ8PxLF4OC6uPX2/7vVP7PUMao1h0ZjlGPaomxgZc8bA5hctC9cbZiLFcgcQuFInkiVmYHBYrkyfycGGrR9hityWGnhTTq+W96gKaDXBxXDThMO5eCqJ7IBMEEvVuKzQzYAC8mLPfXSFXYutuK2zQhbzyOjrqKttLzJAKcVvKYKTbObHm74Vey1qppY+vsm2xiooGVzUs0Z3WSsxHkM5wp3ZUJNJNV0YTe1xudjXQ1do1JromkbpTKCdMO3NrFzHMzbtRnWeqYW4AwiItM41MCNC49pi2wyl6n1PBdYWhFE5OIUaoChAQy7r4KYt4YCtapPp225qj/Jc9QImD9om2qOHM83MjjUZBS1MopGClersPINCRX3hafWVdD5TDdemFBztQA3N1It4OqJgj6aOCCjgTcZLdi2gz3a3Fa20hLv+ozGmi5agS61vYcdT3DR1e9HNxnat57Qfr6ciGAOOr2x9by6kCkAo1bMuoGU6yJjkVtBVZB6NRYc1GETGUuF3m9qjRgAEnlzq+A1hp6Pf5+yS3SdUvYLrFOpq+3M4NEERFukFUBQlllisEmYpmo4oeOkugLBdSyw8OZbzSSgtTQiooqAs2jEaOEsOVMfGZWu/5SW1aKFHfoetb28P62bngJhPJep0YGC+sCsT63tNuojt5WNWGRwqNmQwaobyFWwOKvw3XisVKcObbPoNZCrUD2UhNoFSpmtT0QWV4+JWmq1qJyQ9t2yfTa+s7ILWQOgN1J2p2UOcfuMMiQU0FOHF03idFMlgI4ultpShOOYExu0vNf9IzMzZGO4rMeuCeLWEU0Azqojo+9Wqe4K5qA4NBsiwHfBLRa6kcdxp2wabQdmZmji4gQBhNrOqiC3MsJUqkU1rBBIZtCHNRQTbiBVKFe/RQSSXWIAN/M4BvRdMLtxfOP7rfSkZYYqU59zS5xTuHsBQwtFAkxqMYlF3xPnx1xQRFCS29qhMF6qhtVWEkX96f8933PkaD4yONRklO2tUVY3/7Fr5a4u7jjaFoModgWZSGpRz5WxLtv0c9VTN5qSnOElmb2RmF3CrBbVYaqnvQ92tpPfp733ylRIqYcUEcXipXa+Sd10GFOslT0GiTy3H7J2CS4jeN3a1G68bloArg5JXGWCzWNa9eZUT9toMZLq3YXrnBRiEBARtZmNRcRVI6goMTlXAFbbDpStovbp2GbD9yE5AzMQsKco9Tc7EU0dlPlQx7lRQR/VZITzqWU7t5UlbmnlNt8J2MKt3xnnH40PKfW3qTwD5lAVZJcwUIf5UXItO8jfda8SBRbGMeqddj5189X297IdW72XNd6bFdmtLMcLFBkcajZqtYhosBjhhpSqAOjYUKiTSWI2gLox6KZAtQtU8JeZHglDKwqs/aP6ICiUqueTzXJEREWFMjsaL87aVsgbKgxORKei5XDijWZdLWehKscbm9QAAlLntU2A9aTwXVRWNk74tZ1RWHIRTSTxCl7qZnQltitP7LLj9PvB+V1YA7zh10qwjicFTZVVqyAXtnjpGCindDc+F+snJmbAabuL/r7E5grFWvu+FbyqPNU4PypakFWrLaMKNLC2W2LnKw12EG18HOcBWgBcrU6zOL/b2ZI+k6aOA3mLYiWOJ+2aWIvj3c7GbL8KAoSl3od8P1rY3Voit5WNWGRwqMkQzSHuRQVqsgrB8QYINy3RaUkNAwiaAGtlUfvMgQ6r4n2sXYGUc026tNUqqaV8OK1btQaoojmAG7nUriIilh22oYpo4l0oUKNsRGif0N571jgZREBPnd5w/tTzBYKmFbiuWmLzJkOrqCwKi4Kl26PFNgIw2krLbER5fjjPanVc28C4PVL1pGrIH9MCkAYkzQyEKeMXg3ModTZERhBrNyJoqm1KJAugLFM1CdFNk1rKK6CXuh1HQS5py1TGmrJQUH9UczINXRuZDa/gkIw9lMDQwq6CPtpezoxPZPJxcRf2XGVtG9uyl7//3/M9R46mYxsbac8/6mPbot7ArUx7asmBCBfw6hLUwhiXVm+mqqi4Rmp7yP7G76LSo/aguJDiM2Fh4MTuCSyQh1HpQ4FrGe+J2QDKRNI2SgZ9lBWGvfwyjiMiCmFm4Aao0CQJky5lmNVRQ6AyoFoyCNbC2CvU2lvFLzXpTqkjExEFAr+sNaG6DyktxdkiGFsy1bEQ508dxwp081yhrAaZa9UgQvVhEovIc1vZOvwudO1WAHtsOhFxff/cfqZ5KhZEVLycnWZTt1yDnVrBEgN4TXVf1Xb6xHOFg1w454muE55L2x5DQR8tTmkerRpbCYtY25rmUI6RiwwONRnF2oEoGiSluiElZobSUjUhfPIpO26yCapGL/Ze6yKpjBCsZtWnNq7wcY9+4upOaoBDGRIa6tzCm29YTLUlQhNgjfr0bjpOHWM4NAFSy3sQy62w1gQmNRrKbkwMXnKIJpZW27F6X+tGIEyFd/GbdXvqxGNAwV8BMPGbKFTLO/Vwx80yuzxhKsDtxTKmkJWhWi2p3ZaKAazKK+NvOWoyRuK1Eb4LBn1wrqjjXMFAGII+NWwvblmKYs7M4GicWyhYouA6jzudF9ciIKFaQolNHeR8VBQPX6Pc7REZxAr8qUvaGswZoUBZqaVt9R/tUZSlG09s5hxbKn7yk5/Ehz70obj77rujWq3G2972trjoooti/Pj/3e8+9thj8b73vS9uuumm6OjoiHnz5sUFF1wQbW1pdSRTRwaHmoyiXo+igfw526bCccU4TLpUa2L6VDqME8wysVOA2kji4kfVMW0XQ5FZb3lS8Uuttqd1NEqt6UF6E6hJodUnDv1+lDqvApOJhYaT6pjpRVOL1qqw+gprZWLnMHAtVOaQtPdFePWe23vwm9XjpBIc4SKe2gIiFHsNFmhObP9cR9aIsgZ47lGtMAAHWLRY16jUa4qCSHpdBEz03TLDRNIZ3eToGop5T4ktg8Vq2wRXdB3QzbcyUSBnrGDLmwJrzM5CEEkLlLohZjbvRJQ2gPtlXTydj5H1zW1qqwyUJHfTcNkKWkOzlf1zO8cWiCeeeCIOO+ywePvb3x6f+9znoq+vL0499dSYP39+fPOb34yIiFqtFkceeWRMnTo1fvjDH8ayZcviuOOOi7Is45JLLtkivytVZHCo2aiXEcXmB1tS+2wd2JoAq1MRUHAjmtAlWYmUY3WLUGo/VGWVqMmbB01s9d3q+VSIVJ+x6txgYlNZAxoXys5KrOnCfesK5ijlWK29WXOocRW1qCXWzVGNC0xs6lhZ1rY3vg9gorB+QGorYdVi4yoqztv67NYgrWWSaejJ3MhtVmpeoG0sOu60lUnbYpRBqnOevFt1QdW2k8TsF9YmWo5Asur7qYaifo+wwS3H2r3WsT2SbdERlPTWUjuMtcIUvIL5oqYbeS0o4prH4LqCQ1qcwrGiIaCUttxza6mC8GpYiC5kynDmNVTWgXIbA4dGcVx77bXR2toan//856Py+5zg85//fOyzzz7x8MMPxy677BI33HBDPPDAA/H444/HrFmzIiLiwgsvjPnz58d5550XnZ2YD41AZHCoyahPGBP16uYnaLfghA9dGTxaocIKtLNVEJBIrDWgIYuuigJzUoMbfrYvVdZAYhcqfS6V5YldGyDYWUhBGqRNswCqimQqoKfnAyo2CXNGMFPBe/QxiWercDsscJMugIl+OxVtj1SdG20D02es51PRZwV9VFtDWAhIy1ZgQPVm+LvAeTv6dddihxXacg1AjQJcyvZTJoWyX7TYxS2IKpacmOEsoHNlJW5G9Zkg06dEh05dGxnUTe2s2954DFRVK071zlK37+r5NBdUkAtDOg64wNJqz7i6HI1dNIdCB1GNpKL+tcS9z6M9yuB1b7PniIi+vuF5QHt7e7TDnLCp6O/vj7a2tiFgKCKi4/eOzD/84Q9jl112iTvuuCP23HPPIWAoImLu3LnR398fCxYsiEMOOeQ5X39LRwaHmozKmvVRaTQBKvVvPdhOd6FWz3pMHLTCq8LViSfSaEGQCxgSEVhBYeoQJsBYkXPGRWJXHm49SZx4y8ZV2Vn82/CZIGDCVSV0oqtPSixYmZJCq0CDbpQUIMbQd8Y28PBdsNA4/rbkc4XqhOEaVY5L6/RVopW9bOR0U+hsEAVqceOlm2AWzMZnpwwjuCy3gChYr4y1NZhXKKCn8yLkZBER5RjMP7SdTUKLU6oPg4AuAwjYtsM6molbUOldLF9B54pJ3XTYiIlva8FG83d9twJygfZTRLg+HQbrWSrzDlvy2LAFvtttTZA6pebQ7Nmzh/352WefHeecc85zPu8b3vCGOO200+L888+Pv/3bv43Vq1fHRz7ykYiIWLRoUURELF68OKZPnz7s302cODHa2tpi8eLFz/naL0RkcGhLBCYYAQwTTbo1lPqr1Vau7qhgttrAs608OBCxLgAmXSvRFh0rcpWlK+x8uAlifR3d9OtzkeMUBFFmsr5b3PRrQqDfhdLJuW1HNkv6/hMDDbxZxoq22kmzXbxUvrHljauUyhzTDb9+Pyr22ZfWISslU64Es4GI8I2X6uvgeGJdGmbn2GHcqioMPXwmtUm4QVdWoLYoqQORfj/6fSOjm80uYExVlvbSuepTu+k4fRd1tZTHZ1zV9YeNE3S8Ny4Uak6mrc8aOk5Yyw5ZZqkdvAiYVvaTare2JG6RxlDgj7s14F3UE7erb0vx+OOPD2vj2hRr6Jxzzolzzz13s+e6++67Y7/99osvf/nLcdppp8WZZ54Z1Wo1TjnllJg+fXpU/+BdFhv5dsqy3Oifj6bI4FCTUbZWG37EZbtZlFNbkSbTqtOhWj0zJ9Nxqg2goA+L0SqVWFoPdHOLFuDMutL2HmXmaKVFmW0qXJ1SkFrp2hranqDnUzBUn8lKYxjFBBToXSUAh41Pbi3VZF/bGKbb3MO6UxoAhnKCqWKvmOyn/raZwaMsGW2RVTYA6JhVllkBY3CmCZJX0YFIQzd8Cppy66uKjQt4hczLKjpLqXgs5z3oQFSsT8xCUGYGvltxoiu7Ma9cgWvKKjxOi1grtV0ZnRw7LafVsUdtw8r4rOK3jbILLCKuzGoFkrUopvsG0UTS9FMBXb1XdUtNrCelUYHuj7I2Qk6uIxVlJBCkfvr/dHZ2ksbPySefHO94xzs2e8xOO+0UERHz5s2LefPmxZNPPhnjxo2Loijioosuip133jkiImbMmBF33nnnsH/b09MTAwMDGzCKRltkcKjJKNasi6LSQJBaTyYIeqsq7CNYstYYCGx3rW07aOsrbKqmQlhcek2l4LamFREnW+cIb8lC8IrPp5O3AD8K+inYiMAaP2M9X5+xx5RxwTRx+X342wr9bdq21Z1OjDiiCVAK77c+rbvxNVVkWO1r1QJcWzGU/q8YrLIL0AJaiwlks45RRTMEdXtkBpwCITretZiQ0OWJW5QUNOc1FNkgK3CeTez6KkYXEU3kgpCnsJbUJASRVJdGWeRawECXSf19KjFggr+YV+hxCtar9Xxqp9nEhR1pMWdTHDU6WY5zAIo5c3cFzmVFv2osAVu22NY0h154t7IpU6bElClTmvo3zwA9//qv/xpjxoyJN77xjRERceCBB8Z5550XixYtipkzZ0ZExA033BDt7e2x7777NnWNFzoyONRk1LvGNRSk5skKQAluT9BeZKzKF724gVydeBFSNF6TPTif64ikrSwndyvrTNxWpgm/AiFSMVRGw2DajZI/E0ziFIBDMCyplpC2eOoz1k0wAhzFQGJbX63KaosfRH37aXZN1SNQEAmDHTXVPh2FXBlIFNcb1IYosT2ywKqsCvWX6qKjGznWEkImrLAatICBdABmrGkgIFGOUUH/EXJyrDaek9mKW1tP1A1qhjHvWGxcmdWa06oslrT3jMVWJm1VZn1HvFdsZ9Sxws6LusbDHFXXb1EdWicjGKoFB57zLNidjU6W7lQ5nn987nOfi4MOOijGjx8fN954Y3zgAx+IT37yk9Hd3R0REXPmzIndd989jj322Dj//PNj+fLlccYZZ8SJJ544qp3KIjI41HzUymj0hZYd6TYtLAqMGzmueiqbRsGc1MKR2o4j19XFIKHbVoRvMpJ3piLIxZtvfH71yY01QpiGnTBZiYgoBrB/PLHANd+HHidgE7o8sei3hm4M9bvQDZrav6J2AYWKyCe29eVQAWHW88A2INwY0K9LLOJax0p1XVutEPirIQulgoBebTzqkqxv/C50w68tG3VsFdKWPL5Xbd3DTX9llVrU43iX58drGbL9FLzEuUy/n9BWWm3vYeZy4zlU9ZV0fHLLEwoNiy5NhGvKqRtyWUEwLGERi8FQbQfWfAa/M82PWQcQiqxFfRtrK6vH898Ape3+GxZ33XVXnH322bFq1ap4xSteEV/84hfj2GOPHfr7arUa1113XZx00knx2te+Njo6OmLevHlxwQUXbLkflSgyONRkVFavi0q1ATiU0oJTq/zaBsYbL5zk67oIpRU1TMniKfoQaNLQBbINtV8UkFA2AGrOFE8us/NNMMZSRVoLtdKqCz1SehVASOo+E+HsLAVhpa1MW/eUNaIC0sq6Sq1PpkC3JJk4PiuJ9Qiijt+2fj/apoj21IEtL4W2T8BmudBxjGLu5USrQLdAO1aEC5ZW9Xz4zlqXoAYLACG6puhGqfqkiSqrFpdajzObhkFOzGeUmQFFkaIXN4bK+ETWFedaWsDQtVtbvXmdEo3PtDkUhzqDar6gz07fhe5D4F0U69IWTlK3+RaLltr5MO9VsoCsP2WtLeIJOt1WESndyrZE/Nu//VvDY3bYYYe49tprt9hv2FKRwaFmo6w3rESyFoZsWvRc6haDjJtSbU61f1irvHocLs5SCSpKrGQpq0X7wpVdwE5FWCHvxqSwzfpuWegPwKG6OmSpARFqxGh/u75bbVFigV6sGEqonhiH6nSgLg1XenRKQQYHASv67NRdTpPuxFR3B9Zw3On58N0WoEtSYhutbqhS6hxFRBR9KNKshgMKciogIZsqZST3YR6QWoAdgWQuiqV2XhyLIGxv47HC7V1LVtBxHApIJGaasvuqMjOkiJHarAHHSR11blgYmsXLcY7CvEfYaKJ1FtFEsVNBSdU7m9SN50Oxec0FpJNkW2MO5RixyODQloheE9wrpzRe7LmtTKmVqtWjbQdq6amVu8TMDEKNlYLLF8VefrUlRbFxTbxZ5wTFSJmyD8KRBW5GuN1F9TdULyF1FUITWxRWIOF3FZpWUFKtZFVXgbVV7DANYgMoSKPOUgpIaGucgoip2Vl4PmaZSQsvtkRw9OO7SNxe7BpguE6pkYCAV522yVSWFG/4FITFd1asx/Nhe49+ZyzmDGOAtSw1x1O8GQEJHse4WS5SO5dKaxQybgpszVaNrQrm7/qdKehT6lymhRgpiinjE3PB+gwrYlYQHGIguY6FPWX+r4S1UeenrSVGQJA6x9ORwaFmo7W1YYtUiZMVV58guCKHWii6QePea0xs6xOQAdWDrWACImgiqhs0DLacZSYS9kondsZgbSJJMjUhrCcWOFcatibeWFUK7VvXDZ+2bkkoAwFbj8pOrI4q00edYHRuBOejGlbvixq2+SLIyUw01kFIXOVHVguzLyW04KAxHt2WVCh3SredT78zOxtXyKU4peOTgbrErNrkWoYKmuoGV00iRIBd11l151uNuWCXfhd2WIHvLHXxjJ0cJZRhpsx6BSR0rUUmEhen0G247ISxguNY22grAqpEOANO8Rc1JtC1Ub4LzPG3msjg0IhFBoeajcHBiHqDSUHBBplcsKLADCOl2GsSr9fVvnBsA+LzCQCnG2+lh2qrkFpm9iKIpLofkS5h/f2F7TABYFK32eg7U4t6BZu0zRNdAfldSIKB3yzPKVq9fyptBVpZiwyIwyZINU4Y5NTQ86lIt/48BS5U5wQFf2neVvBaN0q6bisbEccd26JrMQmBP2HV6qawjs5xLNSfuDCRvNiFRQLd4Ir4buWpHjpXffpEOo4BZ9zcVlYjSKN6Z8jmVWFt0nVS5nriuSKqmjPiuNO2N2QkszOkaMXh3qKyfIVdc6qNdw5c81hPDOeyGuQzqZsccuTYVGRwqMkoO9qjbGBlzxs56b1FDRa1uJTqeEREUcHeawabELhoxUVXWQOQPLLrUZdR7LmqpC0lCpjopjoxc4gTJWgr42tiElebhSw+XHXZrleFTXXjqgkLvAulV2uoPhm3gelcpkLy2gKgmi4QuqkenGVMpJYeBKVUi4s3Qfg9YhGjriwEmaNStyAj44LBfxVUxc2Snk/adyMiKkuWNz5Xt33bqoWS3J0PN9+VPlxrUwOEqtlUByt7ZaLhZ6G5m7Y8KZNCHcH02fGaPBKhBTsFEbVFSYu7CnBojgyMbtZkRSan/jbWPS21eJYWSKwCK6zc1jSHMnNoxCKDQ01GsXZ9FI02L0o3hCqAVgtZMwUdKhRsYo0LZSHowoEuaUUP9F7rplDfq+ovIDWddZ0wXCQRNxnLUFcBnjNT51G7pKq0btSI4fGpoKluqrByVxGWmbZHKvtJhdXVNlfZJQj6KOumAtbJates4sEti1bQcTzf2dl8PtZnrBs5ZRfI5put7PG4tQgOtaNZQ2IXHXY0WodsRGh5Us02ZisNJtaJUiZnSjZ3RIQyCLXtDYxCin7MK/Qe9N3qd6ZtQDgHMJCoIXOebiS1DV1bmbStTFuoEue00WMugwEsHs2Pk4P/a/GdqSmK5u/aISBjZVujDo1yK/utOTI41GSUHW1RVjc/eSiSTckjbmzqk7HCh7RpTWx5oleauFZGNClsgZlFk3NlBC3DhRQTR65QaIUPwYHKmrStMSrOSNGO7QSaYGpSqGCojk9tx9FEXpK9gcSrpX4XSmvB1tK6MiSwHUOAkGLREjvXNGOsOVNBBXpV6wo3rWrtzFphyPhc0XgOLSYb6yqwPUHFlxkgXoXMNr2uzin8buE+eL5LbE8+DhmVurnV+R1cwyLCn4uCAzVYG/EbYza3bpYRmFbLbnZv0txyLQImkjOgAL8XABMbXaCmIBf2FORUPTZYz7ggptbznLvhGqXMap1nNd2S9vxtjTmUY8Qig0NNRtHTF0UlUVuZVGS0eq9aPX1YVdTARbJcbJuqYrsZdl2d6OVdaEKobWVabdcNv2q4qrNQv7JpMMkMHKOwGSkXNW51iAgW+ixUGFqFnHVzi0CYu6lhUiBgk7JG1JQJN4bcZvPkMjtuQmLtLPh+ionddkm9V9VgSW1lr6CUuqPgBpKt0YVlqNX2Lmx7ROCiPrXLrovgJbeA6DvTghKwNCuLnrJr6rfI40lZLbiZVw0WXONV54YdxuT70RYlPI7Eg6OZOcoO0+A1DwtFbBIBUaxCUAW/C9avUb1AbbXSPEVlIfSdybk0T2FgDdtyVRNLxfW1mCDjeBsjDhVl6eDfZs6Ro/nI4FCzMW5sRCPNIU3iIJK3d2FbGYsGauIwY5odp24h2qMN1YcCKxS8aGi1MDWbSm2CtT1ON6SqIQBVtKLbNl4sRowaW1GmZVwUSwzgCNT04ARIgMn2tBuqaFVwULW98JloJX28CVYW0FamVHJm+7HGFj47FVZnwWydy3D9wTlUmLAV0exrJrQQo+NYHbdWoxOQrt3aBSQOWdMn27mUIZFar4mdqpCJhO3KrNumBRuZLrSAgSCI5gvJ2eEKSqGmnLZcFyvgO8P8IyZizqjjWN+Fsmn0u9DxqTktFJ9TaxQyE03zd30m6lio4KVct0zcljvaI2sOjVhkcKjJqI9pi3qjtjLtv5fNMloX1iZZYltFoVSuVKtFPQqR6rNTm1NyqFDXDqTqxmBakT9241Bb7OUovpxYG0Aq1dGIlddkFONtU6BaMgxK7jyLjhOdm4jwSjoclrqSwtVCTDC1XUwZF9zmCWOlPsU2D0rXr022ynIFmaEMYCsDLvF3wS3XAKykbp3gjRxX5bEFZFo3HZc6KmCIUFdDDG3xVEts1B0rJyObV+c8bI3i70KtwuH31ZSthGuKCjlr/qH3KuMuwqUSNMrZ0xsfg3lvRdl+OO7UsZB/nxZ2EhayIyLqs6c2vqRqFOqaojqA6kSIz64+AV3S1GADxlRdCw45cjzPyOBQk1GsH4yiAUtHKZgUuLhUF6OuhtK6FbbHBFiTQlb2x9aTcgZofyDAxcLLWuFD+ndV2960QqEtIKhzUqimy7TGGiHFavx2tEqpm5Ye1AdRjSBlZqhgNlbbipXAlMJxoiASu99pp8jSFXZdfCZlt7YgNn4X3AKE7LxqHwKwuFmugONJhJkhRHgizzo8CaOiunhabU/sPlMguK5M0+TAH4wpdYziTWZid6RCdDoivP2M23sUrMd3AcxvvaYy6tSEQcEc/X06jlngepnmRzAPqAuuahnqeELgopxgaze3PSpgom6uqxsfVyLgzMVTBIdaViATrQVzRtX41DVU5uNtDRyql8GOqZs7R46mI4NDzUYlGtO21XZa6LqpN8E8oeEiqYtfiSKz6sqklUBJzhDgUkYQJ8oKIqnwHTvCJRZLxnYMWiRTO6iwBavq8KR1jotIbMNbgYRfNYLGIINHHAHD22JK1JNiNoDu48Y3Trw5ORtMO88GJqwK+mjLIG80VRhYHeu0TVpCq+hrkZ2lLRYqWqvMO3RyrI1T4A82cvgeqtjGIt9YRBMaitweiaFShgrUMXOo8f1WdJwgECZgeET4PKvH4ThWUErvV1hwmh+X6AbG7GucU6rLrE1e82jNt1Q+Qli/lT5kDyJ4WV2jeYCu3fhMFPjVPRIUdoptTZA6t5WNWGRwqMko1q1v2JPKTgbS7qA6CPoBaBKvYp8KSKDYZ0UBCRR9LiTBYJYH/rbUQnoV1EtQYCU1ewwTJRLmU9ebxAKOnDj0YZVSHYgwWNNDqnJqib0yrRZKoQw41c3RTTrOPcUySOTH4rfI7l1qAZ5Ww6hYvMLONxn1mlCrhVk3Mqfo/Kn5tM4B6galrjzq4ohAQ3WpMlwTWifrfLxegQtkNKgj3EQUEVeWzABq2alOVA+cT4tOOn+qE6EyknEOYE1GXS+01UqeH+Z4FXYjxfldXfwUzEkNTCuLS8AwXBv1W3TrectnVNA9+R5Ji8U5crwAkcGhZqO1NaK6+Y+4wBaq+pTuhsdUejH5UdBHBUG1px6j0N+XOAjdV3aWVmMwklNEU1dRdVHTpFUEUCfY5lvBEtYRqeKmX93+dNOCLS/8jCFpZfBaAQnFQaYi0MAufnhcF7aVwaZqcKJt9lqesg162W0gIjN9NKGe1G3H6SZIQ4FpuS67MyKwqoUYnRfVmc3O5hbLeB/E9krsupfaNIEt75UxjRtILYhwu6UAJsqm029WWbA63pHhzKwrtU9PyTbWZ6LjSeco/WaRTaNtZVVk/eq7rXc2Pq5AravQ1mcFuLRgp3m0CmErYxq+i3IbcyuLSMAciswcei6RwaEmoyyKhh9xgRN9pQc2EIomq3MP0vrZCUYnUm1TUzQeE35pt1OGBDuzJbaSTSlGHNHE5pvZDzj59jRmyhVTG+sSRQSPp0LBVU3icDPiOjz4XWB1TMR3mdGgLjVaucV3UaIorAYnjzD3VHGu4KqiimqvTex+pmCjMuV0A6ksGWE/KJNTgQa1ulaXGm19TWxRz25VcpjmH7qmKGsEHdz4nakDYolzj4Kc/G5hjOp40tY41DEjF8cIznsYDFVQV+cUmRtXYr6gob9N2bzI5Kuye2DaIjAVJxTkrqMWmxa7liy36yooqYFjqoB3kdvKnuM5cjQdGRxqMoo1a6KopIFvS9loag6i/eMaqkuClYxiENk56oyBIBexC1SsEnvli750bnVPH6jW4+jwokmhMjPWYEuJAD/ckoe/Dd3KeMOnGy9dkHRzoyHsrNTMoRpqtYxPrNekzDvcVNdVewyiWKsOWfgudI5SUEqfnVZbU2uFyfqjG29keahwdSDbi0HJ1CC8slXguqqF4mw/nN/1mSjow5bdaFGuz0UBDhnLiU0OVCtO29TK8fhdqM26tsdxOz08Y2UOccEOv1ltjVK2ioI+mAvqdcUkgsFBvdcWzPEmGIOYi2KB+wFlucN1y9o2ZmWfY8Qig0PNRmtrRCXRJgIADt6gYfBEpUCI0sS1z1hdSjTBkKSQ6doImCkdVlkI3C6mlcDEzkIqmC2RstIa4VUDbRNI7LTCz06JI8pYShk6PlWXJCHTJyIi1NpZAEIcJ7VJtlFSIV8VtWQzBHQAcb0EBWDSpRzFCtzcKmg+BkVmgZ0XEd7Cre49qjfCDKN0rqr6XgvcLNfx+9FgVybNU9RlEvMoAboL3SwrqKLfRWK3vzq25la0/UiBGonE7DzVxuRvMbH1PLuutWFrtuwH9H2pq2riPQ3PZcj61ZyshOJUqRpwW0vUy3jebWHZrew5RQaHmoyyvTXKBppDvAmSiVTbxXACKnqVlogTqS4uun6ruxRW+WVTxUm3Jj+4yQhkUqhjjDttJNZ/Sih1VODJeLzjeOLzoZ4YB77bQlkNsnHVBFg3GVqpVnZWau0KrcoC40I3SpW1aenfJOYeEbEeN9/dSJ1P7QqIITbwxLwNf3bcSq1AGOtEIUCoa61qzsB9MCNInd6wKq+ORgxwqGNdVZ9xYtMJYUIrGwTHex0ZcMrSVi0ZdqLTwDlZxgAXHRPqLEZEWofjaEJYXe83IauWQ78xZvFh657mjDinKHgl3R+V2rbWVlb3LoHNnSNH05HBoSaj6F0VRaUBqKObL6CwqkZQcjQ+NbuEtVXUVh4r3/0wmaqNOSZnCtKkZqFwxUM3cquwQq4AJggDlwUCdcpYU+BvJS662KbG74KtbhHQmwgJP2tO4TW1TdHO5m2PfahhhNpe8vsYpNFQZxTdGKpbmW7ksKLN4OpydNKC74zfBYu547yoOv34akUXL8Ir1UmNCRTQRQ0enrdVm0iB6dTfrc6Nel3Qz2JXSAVDl66g48pOY41oG5BqcqbffNNhaSOxnhi3A2tBREMZpADWsklIapAGi7sMJCvmoHMFjYHEpjM5cmwiMjjUZJQTxkdZ3TzAwpbNMOEyiTRhEhLRhGtUYset1Mlj2Q6C1Ilb4ziUSqybZdUQ0L56PK6OdN0KsG7qXTjueKHHhVmp84nfGTMzdNMPoG751DI719TJdBzPPWolq89E3aX0+wZwQDfyDtZjopy6vVjBev0udO7BjaawwrjlTSuH2gIiBYeI5G0RyV105H4ZIMZUEi27GdBVlpRq/6jIuWpxsaNe4+fC7FEFJFTvDC3qmcm3AgFicPONCG8bkVxAi7HKCNI5Sr9ZBer096lRjIL/kH8oeMksKVx7RA8poomCHX4/DIathO8sC1I/t3PkaDoyONRkFAODUdQbLDKaZEokbsXgZE/3IsqS0R5tBS7U3QGGOE/eCoSp3bm6e2hSqM9OAyfVirqZQFJYUTAHNxniABERaXULogl2VuIWPwHDislmKZ86Skz2WVxfRTLV7hrmAd7I63vVzYOOT9zIqeseC+omHseFzKEJLYIjXNOFCyfKkkIQicdASg041X1RQBfnY9bjS2wVzhsJBcSVlSxiuQpcJbaeZxBe5x4FTdVdSud3maMSs6WTu0fq7xuH7xb3F+5wC89Y28BWYB6tIGdC1mpERKGt47r3ke9RwfCtJbLm0IhFBoeajaJoPJGrswyg8VxFTxxMw8bkp+yySpu241SWNbZFjwhLqDBJUjejimqmtKO7h9qxa0KAkyW3+OkYndGYicIAnDJ4MDnjSjU7uKV1FSlQ04MEk1XfQEFTOqqJCh/OFdGBc4qCA9K2o0m8jk8Fftfhhq8jcZEgcQVao5T2yNQVQW2ha8N5W6v8GKnbHQqxWFZQpQ+ZY+oYNE4BMzuMxZz1ftfgXDa5i44j0Dm1aYKujdoiXaQFJNgGXkPuV3X2sLDHeYVq/ygLUp+xanYpAAOgftmN4tb6/hU01cDCI4OwOqboe8xAR44XJkYUHLrtttvi/PPPjwULFsSiRYvi29/+dhx99NEbPfa9731vfOlLX4qLL744Tj311KE/7+/vjzPOOCO+9rWvxdq1a+PQQw+NSy+9NLbffvuhY3p6euKUU06Ja665JiIijjrqqLjkkkuiu7u76d9ctrdE2UC0sFilwIpcECcDTX40iVcL8Aq2PGlbjFI6tf8eEn5tFeJKgVLsNYlLLAyswSwJDU1YJNhyFsedVinHouaQsguQJVNqlVf2j6kd17RFCUEf/c5KFM2vsCXuCCyHCsKnZpi14fla8J2xYLa68jTeGDCrSYEwBHPYRUnXWp0X8fdxlV/mUHXoVFagisIqCM+uYeggqmNK5zJtf5ZCoRaJEm+qiwGcF3UOwIIIO+b2GsOEzqdmMlpwSCxZUGouqKApsr24hVe+s9Ti26uUUYltYGxlb8F5tKwD9ZEQzhrByG1lIxYjCg6tXr069t577zj++OPjbW972yaPu/rqq+POO++MWbNmbfB3p556anz3u9+Nr3/96zF58uQ4/fTT481vfnMsWLAgqr9PCufNmxe//e1v4/rrr4+IiPe85z1x7LHHxne/+92mf3OxbqCxVaxSTqW/uZ6YOZRaNye1iwFX+XHRlQlXacmJJxm27GbXBnwXuBlRIUp+F/KcdXyqrheLAWIFDR3mmBKtlH0FTDoaJ48FVh/LJUvpuJjYTYdx20HqOUA3LbKZTzx/ikh7hIPmvLlJvPlmIFFbCgTgUOAisU4UJ/uqi6c6TOqCiS2tNAYSC+WWKd9/RHLQtI6gfkX0QSK8pQHm7dSC1OV4ZRrbYWw4oIxUzI94DpX2dzX/UA0enSu0eKrFJHzG/OzULh6AFWVAqjFFRdceBWpRd4odFTWE+V/bxgSpy0gADiX5JdtcjCg4dMQRR8QRRxyx2WN+97vfxcknnxz/9V//FUceeeSwv+vt7Y3LL788vvKVr8Rhhx0WERFf/epXY/bs2fH9738/5s6dGw8++GBcf/318eMf/zj233//iIi47LLL4sADD4yHHnoodt111+Z+dFlPpk9CE65WH9UBQoVydYOm2gBs/4tMpDouCKL/lJjmrFX5Ym1iWioGgz6JW6Oo3ZKZbWjFrf3eKDLL9G9t8UvcvpnUlWfmVDtOE0fVuVHQRzeGCfVGuKqoGyrdPKiRALYxMBCiemLKltTzQdGB2SCpq/e4qS5AgD/Cx3s5BluUdI4SZyHdBOMzZoMNBSVXG5ummNRt51NHOA2UGGBWsoSuFXo+3JzVO+27qPSmBdaKJ81ggVoaVctQ15SELl8REbHC5BR4vKsgdUJAT0Xky07MF3R+1xxvpQqc45qn71bWxjrea44czzNGteZQvV6PY489Nj7wgQ/EHnvsscHfL1iwIAYGBmLOnDlDfzZr1qzYc8894/bbb4+5c+fGHXfcEV1dXUPAUETEAQccEF1dXXH77bdvEhzq7++P/j+YTPr6fi9m1tIS0aCtjJkZsFniCproB0REoSwZZaskZg6RDkKEC1HKBJ54I1+HKmCEm1JytUhBqdVYkdNWJrUSpYo2VqA1WVFwCN1n6lptxZdbrMdn16+083TfI4tqJxb85dYj1XRRu3gKpLrjvK1OfzEeWywSu5ppgs66TjUsEkgRQ6v8ZWLDAX23yELhhQBZYbUp6Moj37fq7iLzsoIGFgrC1qfZvVZwzeM2sMQAYX1iY1CX2Vn6LSrgjDmeAsn6blnrCNm8ch+FjrvUea/m2xOQaYxjpY7PWKOQ8+kSxQwj/BbX4zjGvEfHgOYCpHm4rQlS57ayEYtRDQ596lOfipaWljjllFM2+veLFy+Otra2mDhxuPvO9OnTY/HixUPHTJs2bYN/O23atKFjNhaf+MQn4txzz93wLwYHIxq4lZXd2I8OrQJcjUFQhTfV6xILkabW19GNpjhjKA0bN3LVHmwpStx7zYAeBjM4tA1a9BwQqPPWDkzisLpT0VZAbT9SMFSFq3sAmMb2BHZGUX0yraAVKryb2E4YkgiuUup4WoHtkfpMlMGjpgk4b1cSt6klZdViSEtmRDgYjvNx0YNzgFaqVVBVCkUKrvM3q+/fTlddjwwOZaxpGx3P22iwsRzmAXVoVYFe1M9jl6fEbqmpWZWkJ4VFoqoy5rUwoWuj5sc43qv6+1Lm75q7q+tzamkLXFcqKVnaEclbZLeKqNfD0cTNnSNHszFqwaEFCxbEZz/72fjJT37C4m/PRFmWw/7Nxv79s495dpx55plx2mmnDf13X19fzJ49++lNWnXzk5EK5MmGj5KGCF8g0TGIFyF9N0rZ16oXUzUhUdZFKLVzj+ovaJKkgIQm/MoyYzFFqNzp5lsjtTWxjncdAyltpyNo86U9/w211YYOxGfCrAFkyfD3mM4unsF61SNI3A6sVU8eA6idVXahHkoNQSmYGxm8Vj0PHU86H6due1zaQ4eV0xq7Qkbg89O1UfXEtCCSWF+H34XOefhcWKNOig6qn1ekBWm4hVvdz7RAieLlaopCwI9uJJW5rsUp1QFUTTm7ahPrj74zKQBiXqnvQos/KjavxS7sEKlPMsCxsmQFnCxh+2mOHJuJUQsO/eAHP4glS5bEDjvsMPRntVotTj/99PjMZz4Tjz76aMyYMSPWr18fPT09w9hDS5YsiYMOOigiImbMmBFPPvnkBud/6qmnYvr06Zu8fnt7e7RvjHWybl1EpcEiiFU0YYQUvVi1EYZMhDtZKGVfFw12K8MkE6uoJpCH1T3d3E5Iq4VRm4gimeswmZpkVHwNFg4El596tyWizGjQdgJNRHQzgol8HduFKisxEZna3fhcClxoYqtAmPb8azVTgTVNRiHx5men1XsF9dfhplWp7qhLw7bDyi7AKGQTpONE3//yFXacMniUxaWbG9y0cPum3IdugnWT2YbjU4GG1ALXYMUdEe5WpsU4AMNUKJfFg1GoncXwNfBVMIikMg6Sl2kLkLagaijQrS2oyNCLwKID/r56V+M5itdQBMI4h3oqscsk7vMqygwVxmd2K3tu58jRdIxacOjYY48dEpl+JubOnRvHHntsHH/88RERse+++0Zra2vceOONccwxx0RExKJFi+L++++PT3/60xERceCBB0Zvb2/cdddd8ZrXvCYiIu68887o7e0dApCaivb2iOrmJyOuysoirsJy2gKigYk3b+R08dMNn26qoPKdnCGhNFdM4quc/GCFD5NMnVRVYFLa8vhciUFJDq3eqhCpAnq4gaz8dknjg1ILKSrLUDeQamE8Aiyz2mS0O8f3WiwzgdGyG+dFdtuxIgED4rpZVt020NaoPIXPTgsiap2smm3KgFM7djVr0LUWxooyFaID3R6xkKCzdmWtitGiHk7qwsmUbjquAjb1Ba55WmAp8Nnp98NrrebHCkrpdwHrhWr2lYpwaUeLzj245tUnohaXOsLhmiwFQAaImcWFINJkE/Tn8ani9VoYl4Pq/RHL7bJbRWRwaMRiRMGhVatWxcMPPzz03wsXLoz77rsvJk2aFDvssENMnjycHt3a2hozZswYEpHu6uqKE044IU4//fSYPHlyTJo0Kc4444zYa6+9hoCl3XbbLQ4//PA48cQT44tf/GJEPG1l/+Y3v7l5p7KIp0GYSoNJYaIlyuSOozTsad10nKL27ASjWkc4MbO9u9LdC5jA1yCwhkCdilAyMwODHU/Wpq3clN0ogAr2vzzudAOkVSCtkGuLkmpwYNsBx0T4zlhLKrFVvAJ6KoStyaMCegASV3tx/lSAWNkgbBWeOLFVrRYVhW1FwATut9R1NjUbQN8tgvBlK24M9V1gwYac7bTNW93KtFUodRs6M+rw+1bLe80FhOmh5JJlyOJL7ILKDDgtTinzjp1wYUyhdhqz87iYlFZTjgWuNe/RdmUQpE7tHll5Yqmdj/NZKwDpGq+sbykmlGllRXPk2GSMKDh0zz33xCGHHDL0389o/Bx33HFx5ZVX0jkuvvjiaGlpiWOOOSbWrl0bhx56aFx55ZVR/YNJ+aqrropTTjllyNXsqKOOis997nPP6TeXEydE2YA5xOcSDRZ0qorBtG5GyavyurnRCoo+F6iQsy6AWqaOw9YorSxjr7RWd2LcCDEzBNDTxBEjtX5N2ZI2oeZnrBtSuQ9NplUIXUPZ2qxdgb9PiYEyR6korF3SmRmJ2X7cnqCbEW1TS/k9IqtJNxm1ibYpUMOBQgXTlbmqQLdqGMHY02JNXVuUdNOq1XZ1F1PnK2UHK0NPnbmA7VPgeK/j+q6sK9YxS+1Ctg5ZxMhEoWuqE6HqyGgLVWIwlEPBVdZuFM1DBMxUZw9dS+vKlgUWX4QXE2rQahcRUQXWPM+fW0vUy3Ae6ebOkaPZKMoyc64k+vr6oqurK96w14eipQE4xI5Gq2ASUr0EfY16nCY/ujAjVZNbt7QaDO9CLYfZkhLp0EzXRkZQqaBPYrtrDWkpUEtkZT7oO2O7XmVc4EaOEyXVm5DKvFYL9VvUOQUry3W0ieaWJxXxhN+XWiNKWyK0VZk31cqSUUBCRe6VrSCttImdCJklpXpSGgpy6nVTOhrps1MWn84p7GyYeI5KbRWdMJ8RPZcIZ5hxgS0xcMHgkM5luCaL9XgFn53amCvQIEXMiCbAIQVW+gyAq09C7bmUuaUyiFOH5lp6r1x4bPydDdb6478fvDB6e3ujszNtC+xoimf224dOPC5aKs+vSDlYXx//3fPlrf6ZpY5Rqzk0WqOyak1UKg0mLUV3UzoV6aKhlWq9bC8KLuq9ahVVW1kgoa70IA1b7yF1T7Xa6+qGbzVWs9S1AVsLC3l+bSMjXK7JFLtGYUsWjwHdLEkiokkXAnWshdJIyP+Z8+m7qGsFGtts4D4YHNQWC7QdL1KDLzqX6XeWOtRZRkKt3XXtUXBVI7UDoo49aT9j8BqPS9yCygLS3KKEgCNbgOOYglbvCrMM9ZoKYCuYg8WzZXjdsWokgOYUcr8oV1B5ypwDGRhQRqV+PwqG4nehWpB0PmV84njiUCmKtSPjgCgtrUV2K8vxAkUGh5qMsq0tyurmJxne8EnSqhMaLhrJ2SXIbCrbcCLFKAZVHBruN7VTVepKtbYU6e/TzQ2CPikF39RpJbVjUNGH94qugMwK002wbgwlEUlcbU8pgBvRBHUa5yhl+0j7BLsPMcitmj4oNq9ASOIWJWWQlh3pGHq8Run41Genwv86vyvjAjWWeC4TICSxKCyvPfrOsKWE1ygtnGhoa24F8ih9F3qvWvxRsLHANVkBbM1ndKxIrDCR++hGcWME11kvUosEuoZ2YJEAnUaJ3chtr2n3DPxd6Nqt64WGrKFF4mcy2qMsn39bWG6Oek6RwaEmo1i7NopKg0VaN64C/CQe2CwIqQBHDdt7+tO2nnClRRZnrBayy4Iu9PyME1dQdHzWMBFJuVnSNpvUFsZMiUeWzNIVdl1NlHWBFKFM3VClrvLj+bglKzV4JfehGyp9dgrUafuubgoSbzT5O1OdE7muOnTqO1PXG9WuSAnoRhPaL9gmLS282hZTjkMwXFmLKPjLrVbahqwb19TsHMl7lNWkxaTEeUVyPUud83RtFGByHIIl6iCr7nfI+lZhdWXUqd5mpMy3lbWK8zuD5isR+NW8XMensip7oYNhW7Syf76aQxkcek6RwaFmA6zskzI4sAqojlEszqqbWwQaStyQsq5Pyk2/tsWkBn1SV2WVhZDaylwTYGTdSCS3f0b6f7EC2xg60UlJK+n6jAXg0E21ho47TeJ1M6/0dHECirDNkop5ozg8s1+0eq+bWw1lpGIroF+38XMpEZRmMVUFaVT7h4FuPE61sxAIqQAboJyg7pE4TtQmGoEQBZtSu5AxyKUB98vvQjfBCjSovL62UKVmket9SHEqMaOS53d1P1MtQ90PKPiv7xa+n1LbFNvwHvRb1HHCot82juvKlm2Z2PCYstYf8RSdLkeO5xUZHGoyykqlYZKWtFKdONnnxUoBCWQ+MLCyEjffuvgJaq9UcmV56EZONxkKIGgLYmrHC2UrSAKkv03bttQtRAGJ1MCfFm9TarDot6NgjiaOyvZSnZvEzkIp7aS5NU6rigpwJNYR4Tmq1HaxdCK4hVbHJ1sLiBoJsKOV6o7Z2aJYhwAHVvlpjtJ8QVtGlbmsQJiyUHQzrxtNBRGU7QM5gzrHMRiOp2OWthZOcG6sz5hk5wsFa0ViAC+ZONjdUm3WcX6vrMS1lvWuGl+3gvMsF52U+a/5h+bvuNZWSgN12bl0W4p6PaJ4nh9lau2qbSQyONRkFIO1KMoGk0dKZwx1b1qBosq6GVGNC3FcC69kFCwKisdBj7ZSf7k6qvTq1NVH7YFWEEnHCicO4FaGjAvXr8GFQY/ThEWBRN1oTsBWMAGvNPlhW3Rti8EkXnVuEtvA08Y1tW5B6taoxO9Mvwve9PPaCJbIykZV90jUh+F5W4E6fBfMHFEQAd4tb5RSax4q6JO65Zo1XfC6+N3KxpVdvmo4jvUZa2BLFrPHlBWGAKY8P2UF1sfiM8Z2sRK1O3WeVRCe5zwcK/Iu+Jr4Lfr5EhdjNcdT0wlYG7c5QercVjZikcGhJqMc0xpldfObfwY4JMHQpEsBDhT8ZYCjVBp2OnexiPDKNwASnEwrIKGbgpSWwxG+6W9JnFBrogxaHcxsU5ea1CCN3qu+M9brSZjIp7aTxmD7X2wBKVrxPqBFKSJMdFNbI1UvQQEO/bYx6gjCVlJrGCmrVrU/IFiXBvWQuA1s5mQ6rrLG1uTkrBaoqLoTYWL7ZwUvdS7TnEz1UDSfwVxAtI6KxUvtmioyjJvvQjUF9V61OKUscmURr4ZNIp6rsiqxgLQ+Ew1tF1MDEP3OIO9RllR9Mu5p1uG3iAYrZRdqGOmarMymdgCIa9uYIHWOEYsMDjUZRd+qKCoNJsCUDA7tz9UqEC/giS1dFb1V0Ed7tOU+FMzRBVI3/KlDKeypq624MSjh+WmrCLey9aK7lFaLxmGinNjmlFlcklArYJY4KqgRVC5dZiecPYsOK5SdI4CEzhUYhToC6nys1sQKiCuYg5sq1QkitheuKRVtLWWHOWRTrULGkorCqmgt3ke9s/G70GdX77b3WlmN4w7Zfuyoqe35iUHOsgt1sQQ0Y5cvBWCRjaihrc8KwCl7XUOei4KSzApMrCmYWASZWTf63cr6g4WzSg86x+l3oQznJZh/aHs+fo+io1psY4LUZb0e5fNsKyu3YFvZeeedF9ddd13cd9990dbWFitWrNjgmMceeyze9773xU033RQdHR0xb968uOCCC6LtD/b/P/vZz+Lkk0+Ou+66KyZNmhTvfe974+///u+9hX0LRAaHmo02EKROabOtuh9aoUBUXKPswsq3UjoVuNAEQxZddW/SBVw38souSW2tqZUMbQHgxAHayrCnPjklXsEcTVh0DOjYU8BRNulapdTqOAubYrxkNh1W9CUEfSII/K3NNB2M6nLctOq3rQLs2nqiFWN209P2M62kw5hKzN5wJmfaajtbz2uoFob8PgXgliEIj05v3G7JemKJmW1atEMWJK0XaJrAWb3mjFrYUxMGLdgoOKTtR93w+7SVTcHG1HOPjmMMHp96v/L9KGCm71+BMM3xFNBVjS0snNh9bGPMoVHeVrZ+/fr48z//8zjwwAPj8ssv3+Dva7VaHHnkkTF16tT44Q9/GMuWLYvjjjsuyrKMSy65JCIi+vr64o1vfGMccsghcffdd8cvf/nLmD9/fowbNy5OP/30LfbbG0UGh5qMsr0lygaia0UPTriCZGsVUBa+iKiswIUZN5C8uGhCnViAWyiiKiDOfeG6gCsQpgmwAmaJJ0sGkWCslONQb0bdoBREUhB2UjcdJiypCBdq52csY0ABLq0s6zjG65Y7zqDj2KUG320JriIM+kiLWoR/swgOcYushr5bFcHVuWwAjtMWZAVDddOKG7kS22KKGVPtugr+d2FFO2VVUse7gqGqX/OUVfmLAbWBx7HCTp5aAILz4bMr23Ct0DxAQVhl82qhQ8eKOtsJII7ABbflKqtadZgQ1K+Px9/XlzhXldDCmQaOOzaJ0OBWO9z7yNyj62yOFyTOPffciIi48sorN/r3N9xwQzzwwAPx+OOPx6xZTzPdL7zwwpg/f36cd9550dnZGVdddVWsW7currzyymhvb48999wzfvnLX8ZFF10Up5122oixhzI41GQUg/UoGtHUFOCQhF+rgAw0YILBosqJFfY1AdLFVAT8NNHDa8ZK3PCrwGhP2k0L01xHoCpbpHZv0t+mC7i27qHDC4M+KjAJ322hFTndfOs4mWqsm0ovsgY0UDS/WAvvNrWGFbcTYNuWasSwXoKlCDwfI1gr7Q7FMmzbUg0JpZ8ra0SBP2WQpmb8iQiy6rnohl8BLo1Z0/C6aZmm3I6j64+YNei3rTqVeg86VyQuYnGBRVmVsNaqJpa2SMfyFXRYoe3qGJXlmDOq+YO+C8nf9X2BBk9ERLEEi11q6qFzGYJN5QQsKkuev421lUW9jCjSMIf6+oabNrW3t0e7akg+x7jjjjtizz33HAKGIiLmzp0b/f39sWDBgjjkkEPijjvuiIMPPnjYb5k7d26ceeaZ8eijj8bOO++8RX/jpiKDQ83G6jURlQaTgoJDMpG2JDxXhAMDS5bb+XSjmVj7pdDqqGgTsc1t2jYbrvJrW4wuupicOQMKmRmgN8IaLOrehGKvDhBigq6aWAoOIGWf2jdTi2Dr+bRlQ1lcWkXTNl8AftQO16vjaatCKpYcKGypcxRbMWPRge5DQR/dLI9P134Y0Yz4cjq784jg1i3SgMNnV+/ENUXbHlV8G4sEdWSkshYXhmoxSeh4qgMDMqIJEJ7Zfja/1yfgu2DWFea+8Pjq+O1Unuqh48ppVhBhV2Icn3UFm9QceCXmKfI9qvaPOmDqXoDZflh0QNAnqQFIfVtsK3u+VvZPj8nZs4fLFZx99tlxzjnnPL9zN4jFixfH9OnTh/3ZxIkTo62tLRYvXjx0zE477TTsmGf+zeLFizM49KKJsR0NNYfUYrmQCVeBptRuS9o/rlTNKRPtdMimqfYYZV+qxqrTwYK6bO2NixCKEBY1tRtNx0KJcHc2YgWpsK2yuLRqowCXMiQSC00ntZytqaUrJiK6aUUmUglCuRGu1VJOxLlMNsvKQNBNaxtulNCOXRPqsg3frQLEAwjoFbhxXdH43SqrxXVp8HTKMFIwNLGQb4mAY7ESwAEtnCgQpoF5SjGIIt0ptX8ioliJluLYbleCuG05RvXEEpuEaM6IY0Wdvpg5MojjXazCkcVXn2r5rDpvRqi0AT5j+bYj0rODgVnNLXmab2P+HjhHsZue5vmotypF27KWuFNjG4rHH388Ojv/d57dFGvonHPOGWoX21Tcfffdsd9++9F1N9aBUZblsD9/9jHl7+eqLEj9Ior62LaoVzc/eVR60jloMJVYdXPQLSa19bxubiuswYJJq1hr6gKu70KTfQxl8JTYyqTgEFdvU7Y7IKiiv62OTkAFgo2FaKFEePVpEla9NOD5cdKtQEhqm2h1jFEGnG5cYfOQ+tmxUD87YCKgq1OU6jWNQ/BShbBhXeG0SZk+Wh1n8djEQphqPa7vVtYBzAMKvVcFJBRwXoObYC12KRiqACG2LRQr+hofg+fSVmXXfsFikoKSCuiltlkXsAG/sYrmPKkZyb0ogqztYlp00qIDrI8VbaPVeVtlF7TQrt0L+i5USL4TCplasNtKoqyXUT7PtrJngJbOzs5h4NCm4uSTT453vOMdmz3m2UyfTcWMGTPizjvvHPZnPT09MTAwMMQOmjFjxhCL6JlYsmRJRMQGrKMXMjI41GSQ5tBaBBsGGj9+dkXApKtYiu1iuvjpdXWjqYsparBQ6MYrtQV46kowJlOcEGj1SccKULaZEr/YxrFrcaFwpG6+NdnDZ6xsGtJ1wpYibnlTBgeCpqzV0tt4QxUR3voK75Y3LNpWpoVAnXt0LqvjccocQeYdA39QgeZvETbeEeGbZQVDNVRYXeco3VQJEKIgjepvaFEHmXIlMjh4fCoDTllhOvckFJplFqwC3SuQtajftgZqxamWjBTPitTW83XdYuEaqpqHOD4LnEPZEEHANS504DPRe9DxxK3j+uwQYIfcoqhtY5pDZT2ef1tZc/9+ypQpMWXKlOd3zd/HgQceGOedd14sWrQoZs6cGRFPi1S3t7fHvvvuO3TMRz7ykVi/fv2Qvf0NN9wQs2bNYhBqS0QGh5qMYtXaKCoNBptWqSRUu0Q3DyrKxs4T6hg0Aq4IERHiGKObW/1tStXVzbI+Y2XdqPV8YgZUrGuctFZqCIaytWpi2+nEAsIMrj5prjxJv5+JXXYca6GoVTiOT9US0mRP9K50HlNnw760rMVSbXiVLanjaQ1Wb5X9AIw/Bq8V9FGNrUFsfVXwCucALRIwALcG7jexIw9vRrVlQ4EQLbCUOFZYh0cZ2DKH4jyr8ye0skVEejBUz6d5tDLqVsN80Yn58Tp8/yp4q3m+5qoKwOhxSXVUcT3W/FPnd50X1fxhuelOFd2YR8kY0KJOjhckHnvssVi+fHk89thjUavV4r777ouIiF122SXGjx8fc+bMid133z2OPfbYOP/882P58uVxxhlnxIknnjjEYpo3b16ce+65MX/+/PjIRz4Sv/rVr+LjH/94fOxjH8ttZS+mKMe0R9lAc4g1XSDhL9Q2F9kgvBlVy0wUolRBO9a50XYM2OCyiCu2p5QdlmCwyJ9Ws5Suq45wWpXVth2pZmkFWq3s+9Nqq7CYN7ZH1idagq6aMySYrHpN+l5x7tHvTIVSVRCyRJHRAp6LMxBwflL2IFb5S2ShqE6DzrMFMh9Koc5HREDbaGoBaQ1tsUgO+qgeDr6zelfjd1HRQgLmKcoMLXDzze3vaO+urKuYjBs+BpOB1aLsay1O4bhj4d3ULPLEDA6aLxRAQDF8Z4ZaHqB6lhV9donZiHK/zHBHoI6NU9TEBFtki0mWH7uzIVxX73UriZRtZVsiPvaxj8WXv/zlof/eZ599IiLi5ptvjte//vVRrVbjuuuui5NOOile+9rXRkdHR8ybNy8uuOCCoX/T1dUVN954Y7zvfe+L/fbbLyZOnBinnXZanHbaaVvsd0sU5ZZ8cltR9PX1RVdXVxy23V9HS6XBQq6sG+75htBJI7HAtYsG4u9bjRUUvQ99FxL6vrTdRZkUyhzSUPaLhiYO8s70XMoI0s2DVgyVJZN6WtXn0gcMDnX30HGSuuVJK8vay5/Q1YytvbV9V1votI0FmRn1btvcsD6E/j7duIq2goLmuKHiwoS66Ojco63UCW3R+Xy6Wdb5LrF2Fq/vOketQjaagropdQr1XnVexO+H5zzVvdTvTIF4Zd3InIKgit6DfrN8rzrPJm6R5VZV+X3ICEquj4o5I1vPJ9bEkoLnYK0//vvn50dvby/p57xY45n99uvjLdGCJhabisFyIG6J72z1zyx1ZOYQxjMY2mBLGdGorWwQF0mo3BXLe+lc3t6FE6SCPj0GhJRdWAUocPEDN5uIsJ5/7UlFIcUYq1UbvC5SScseGyuFVlCU/qvuVzUAG3STwZouuIHsxc08tgvF+sStUZrsSR6/agWdqpxk1fFiDYJILcikGIssSE28MYcr4fcV69AhbTImtgo0jMPquAIhgcKrgwroKVCDx60BtzLV4cJ5tliX2OFHGQ0Fbvrb1e46Ycugzk/rFEhWDUVllyAQUtNxrILUOKn0JxTqLnGcoGhtie9W5zyONdqujs8OmbD18SCWrE5q2m6ra5Sy0tWxTltkkcVVYqtVsRpkHLSwu9LatnhO0W97La4DOOeVqjvW33jeHvz9PLatcDoGY4Cngc2eI0fTkZlDGL/97W9j9uzZI/0zcuTIkSNHjhw5cuTIkSPHNhaPP/54bL/99iP9M7ZYrFu3LnbeeecNXLyea8yYMSMWLlwYYxRIzJHBIY16vR5PPPFETJgwYURFol6o6Ovri9mzZ8fjjz+eqXhbUeT3uvVGfrdbb+R3u3VGfq9bb+R3u/VGfrdbb4zmd1uWZaxcuTJmzZoVldTugKMs1q1bF+tVPqJBtLW1ZWCoychtZRiVSmWrRmo3FZ2dnaNugszx/CO/16038rvdeiO/260z8nvdeiO/26038rvdemO0vtuuLhTDf5HHmDFjMqAzgrF1Q485cuTIkSNHjhw5cuTIkSNHjhw5NhsZHMqRI0eOHDly5MiRI0eOHDly5NiGI4NDOTYa7e3tcfbZZ0d7O1rA5nhRRH6vW2/kd7v1Rn63W2fk97r1Rn63W2/kd7v1Rn63OXJkQeocOXLkyJEjR44cOXLkyJEjR45tOjJzKEeOHDly5MiRI0eOHDly5MiRYxuODA7lyJEjR44cOXLkyJEjR44cOXJsw5HBoRw5cuTIkSNHjhw5cuTIkSNHjm04MjiUI0eOHDly5MiRI0eOHDly5MixDUcGh7bCuPTSS2PnnXeOMWPGxL777hs/+MEPhv7unHPOiVe84hUxbty4mDhxYhx22GFx5513Njznz372szj44IOjo6Mjtttuu/iHf/iHeLaW+a233hr77rtvjBkzJl7ykpfEP//zPye/t209NvduIyIefPDBOOqoo6KrqysmTJgQBxxwQDz22GObPWd+t6MjNvdun3zyyZg/f37MmjUrxo4dG4cffnj86le/anjO/G5HNm677bb4P//n/8SsWbOiKIq4+uqrh/5uYGAgPvShD8Vee+0V48aNi1mzZsW73vWueOKJJxqeN7/XkY/NvduIiPnz50dRFMP+d8ABBzQ8b363Ix+N3u2qVavi5JNPju233z46Ojpit912iy984QsNz5vf7cjGJz7xiXj1q18dEyZMiGnTpsXRRx8dDz300LBjvvWtb8XcuXNjypQpURRF3HfffXTu/G5HJubPnx9HH330Fr3GLbfcEm95y1ti5syZMW7cuHjVq14VV1111SaP/9GPfhQtLS3xqle9aov+rhw5tliUObaq+PrXv162traWl112WfnAAw+Uf/u3f1uOGzeu/M1vflOWZVleddVV5Y033lg+8sgj5f3331+ecMIJZWdnZ7lkyZJNnrO3t7ecPn16+Y53vKP82c9+Vv7nf/5nOWHChPKCCy4YOubXv/51OXbs2PJv//ZvywceeKC87LLLytbW1vKb3/zmFr/nbSUavduHH364nDRpUvmBD3yg/MlPflI+8sgj5bXXXls++eSTmzxnfrejIzb3buv1ennAAQeUr3vd68q77rqr/MUvflG+5z3vKXfYYYdy1apVmzxnfrcjH9/73vfKj370o+V//ud/lhFRfvvb3x76uxUrVpSHHXZY+f/+3/8rf/GLX5R33HFHuf/++5f77rvvZs+Z3+voiM2927Isy+OOO648/PDDy0WLFg39b9myZZs9Z363oyMavdu/+qu/Kl/60peWN998c7lw4cLyi1/8YlmtVsurr756k+fM73bkY+7cueUVV1xR3n///eV9991XHnnkkRuso//2b/9WnnvuueVll11WRkR57733NjxvfrcjF8cdd1z5lre8ZYte47zzzivPOuus8kc/+lH58MMPl5/97GfLSqVSXnPNNRscu2LFivIlL3lJOWfOnHLvvffeor8rR44tFRkc2sriNa95TfnXf/3Xw/7sFa94RfnhD394o8f39vaWEVF+//vf3+Q5L7300rKrq6tct27d0J994hOfKGfNmlXW6/WyLMvygx/8YPmKV7xi2L9773vfWx5wwAHP9VZyPCsavdu3v/3t5V/+5V82dc78bkdHbO7dPvTQQ2VElPfff//Q3w0ODpaTJk0qL7vssk2eM7/b0RUb22Q+O+66664yIoYA341Ffq+jLzYFDjW7acnvdvTFxt7tHnvsUf7DP/zDsD/7oz/6o/Kss87a5Hnyux19sWTJkjIiyltvvXWDv1u4cCGDQ/ndjlz84Ty74447lhdffPGwv997773Ls88+e+i/I6K87LLLyqOPPrrs6Ogod9lll/I73/lO09d905veVB5//PEb/Pnb3/728qyzzirPPvvsDA7leNFGbivbimL9+vWxYMGCmDNnzrA/nzNnTtx+++0bPf5LX/pSdHV1xd577z305/Pnz4/Xv/71Q/99xx13xMEHHxzt7e1DfzZ37tx44okn4tFHHx065tnXnTt3btxzzz0xMDCQ4O627Wj0buv1elx33XXx8pe/PObOnRvTpk2L/ffff6OtDvndjq5o9G77+/sjImLMmDFDf1etVqOtrS1++MMfDv1Zfrcv/ujt7Y2iKKK7u3voz/J7ffHGLbfcEtOmTYuXv/zlceKJJ8aSJUuG/X1+ty/O+OM//uO45ppr4ne/+12UZRk333xz/PKXv4y5c+cOHZPf7eiP3t7eiIiYNGlSU/8uv9sXd5x77rlxzDHHxE9/+tN405veFH/xF38Ry5cvb+ocvb29G4ybK664Ih555JE4++yzU/7cHDle8Mjg0FYUS5cujVqtFtOnTx/259OnT4/FixcP/fe1114b48ePjzFjxsTFF18cN954Y0yZMmXo72fOnBk77LDD0H8vXrx4o+d85u82d8zg4GAsXbo0zQ1uw9Ho3S5ZsiRWrVoVn/zkJ+Pwww+PG264If70T/803vrWt8att946dHx+t6MvGr3bV7ziFbHjjjvGmWeeGT09PbF+/fr45Cc/GYsXL45FixYNHZ/f7Ys71q1bFx/+8Idj3rx50dnZOfTn+b2+OOOII46Iq666Km666aa48MIL4+677443vOENQ2BvRH63L9b4p3/6p9h9991j++23j7a2tjj88MPj0ksvjT/+4z8eOia/29EdZVnGaaedFn/8x38ce+65Z1P/Nr/bF3fMnz8/3vnOd8Yuu+wSH//4x2P16tVx11138b//5je/GXfffXccf/zxQ3/2q1/9Kj784Q/HVVddFS0tLVviZ+fI8YJFHsFbYRRFMey/y7Ic9meHHHJI3HfffbF06dK47LLL4phjjok777wzpk2bFhFPi/bJOZ/953JMjucXm3q39Xo9IiLe8pa3xN/93d9FRMSrXvWquP322+Of//mf4+CDD46I/G5Hc2zq3ba2tsZ//ud/xgknnBCTJk2KarUahx12WBxxxBHDjs/v9sUbAwMD8Y53vCPq9Xpceumlw/4uv9cXZ7z97W8f+v/33HPP2G+//WLHHXeM6667Lt761rdGRH63L9b4p3/6p/jxj38c11xzTey4445x2223xUknnRQzZ86Mww47LCLyux3tcfLJJ8dPf/rTYexbjfxuX9zxyle+cuj/HzduXEyYMGGI1bnHHnvEb37zm4iIeN3rXhf/3//3/w37t7fcckvMnz8/Lrvssthjjz0iIqJWq8W8efPi3HPPjZe//OUv0F3kyLHlIoNDW1FMmTIlqtXqMJZQRMSSJUuGVSzGjRsXu+yyS+yyyy5xwAEHxMte9rK4/PLL48wzz9zoeWfMmLHRc0b8b3VkU8e0tLTE5MmTn/e9bevR6N1OmTIlWlpaYvfddx/297vttttmk5/8bkc+5Lvdd99947777ove3t5Yv359TJ06Nfbff//Yb7/9Nnne/G5fHDEwMBDHHHNMLFy4MG666aZhrKGNRX6vL86YOXNm7Ljjjpt1GczvdvTH2rVr4yMf+Uh8+9vfjiOPPDIint5s3nfffXHBBRcMgUPPjvxuR0+8//3vj2uuuSZuu+222H777Z/3+fK7HR1RqVQ2cIjbWMtea2vrsP/+wwLr9773vaF/09HRMey4W2+9Nf7P//k/cdFFF8W73vWuoT9fuXJl3HPPPXHvvffGySefHBER9Xo9yrKMlpaWuOGGG+INb3jD87/BHDleoMhtZVtRtLW1xb777hs33njjsD+/8cYb46CDDtrkvyvLchjV/dlx4IEHxm233Rbr168f+rMbbrghZs2aFTvttNPQMc++7g033BD77bffBhNxjuaj0btta2uLV7/61RvYsv7yl7+MHXfccZPnze925KOZ77arqyumTp0av/rVr+Kee+6Jt7zlLZs8b363oz+eAYZ+9atfxfe//33aJOT3+uKMZcuWxeOPPx4zZ87c5DH53Y7+GBgYiIGBgahUhqfP1Wp1aIO5scjvduSjLMs4+eST41vf+lbcdNNNsfPOOyc5b363oyOmTp06rNW+r68vFi5c2NQ5dtxxx6Hi+XbbbTf057fccksceeSR8clPfjLe8573DPs3nZ2d8bOf/Szuu+++of/99V//dey6665x3333xf777//8bixHjhc6XkDx6xwvQDxjiX355ZeXDzzwQHnqqaeW48aNKx999NFy1apV5Zlnnlnecccd5aOPPlouWLCgPOGEE8r29vZhTkgf/vCHy2OPPXbov1esWFFOnz69fOc731n+7Gc/K7/1rW+VnZ2dG7Xp/Lu/+7vygQceKC+//PJs05k4Nvduy7Isv/Wtb5Wtra3ll770pfJXv/pVeckll5TVarX8wQ9+MHSO/G5HZzR6t//xH/9R3nzzzeUjjzxSXn311eWOO+5YvvWtbx12jvxuR1+sXLmyvPfee8t77723jIjyoosuKu+9997yN7/5TTkwMFAeddRR5fbbb1/ed999wyzP+/v7h86R3+vojM2925UrV5ann356efvtt5cLFy4sb7755vLAAw8st9tuu7Kvr2/oHPndjs7Y3Lsty7I8+OCDyz322KO8+eaby1//+tflFVdcUY4ZM6a89NJLh86R3+3oi7/5m78pu7q6yltuuWXYfLtmzZqhY5YtW1bee++95XXXXVdGRPn1r3+9vPfee8tFixYNHZPf7eiJP3Qr+/CHP1zOmDGjvO2228qf/exn5dFHH12OHz9+A7eyZ7sPdnV1lVdcccUmr3HzzTeXY8eOLc8888xh42bZsmWb/DfZrSzHizkyOLQVxuc///lyxx13LNva2so/+qM/GrLpXLt2bfmnf/qn5axZs8q2trZy5syZ5VFHHVXeddddw/79cccdVx588MHD/uynP/1p+brXva5sb28vZ8yYUZ5zzjlDFp3PxC233FLus88+ZVtbW7nTTjuVX/jCF7bofW6Lsal3+0xcfvnl5S677FKOGTOm3Hvvvcurr7562N/ndzt6Y3Pv9rOf/Wy5/fbbl62treUOO+xQnnXWWcMAhLLM73Y0xs0331xGxAb/O+6444askjf2v5tvvnnoHPm9js7Y3Ltds2ZNOWfOnHLq1KlD3+xxxx1XPvbYY8POkd/t6IzNvduyLMtFixaV8+fPL2fNmlWOGTOm3HXXXcsLL7xw2HvK73b0xabm2z8EBq644oqNHvOHAEN+t6Mnjj322PJtb3tbWZZl2dvbWx5zzDFlZ2dnOXv27PLKK6/cqJV9s+DQcccdt9Ex8ewx8IeRwaEcL+YoyvJZDZo5cuTIkSNHjhw5cuTIkSPHKI3DDz88dtlll/jc5z430j8lR46tJrLmUI4cOXLkyJEjR44cOXLkGPXR09MT1113Xdxyyy2bFIHPkSPHc4vsVpYjR44cOXLkyJEjR44cOUZ9vPvd74677747Tj/99M0ac+TIkaP5yG1lOXLkyJEjR44cOXLkyJEjR44c23DktrIcOXLkyJEjR44cOXLkyJEjR45tODI4lCNHjhw5cuTIkSNHjhw5cuTIsQ1HBody5MiRI0eOHDly5MiRI0eOHDm24cjgUI4cOXLkyJEjR44cOXLkyJEjxzYcGRzKkSNHjhw5cuTIkSNHjhzJ4hOf+ES8+tWvjgkTJsS0adPi6KOPjoceemjYMWVZxjnnnBOzZs2Kjo6OeP3rXx8///nPh/5++fLl8f73vz923XXXGDt2bOywww5xyimnRG9v79Axjz76aJxwwgmx8847R0dHR7z0pS+Ns88+O9avX9/wN55zzjnxqle9Ktk9byr+53/+J975znfG7Nmzo6OjI3bbbbf47Gc/u8njH3744ZgwYUJ0d3dv8d+WI8cfRgaHcuTIkSNHjq0kbrnlliiKIlasWDHSP2Wj8aUvfSlmz54dlUolPvOZz2zw948++mgURRH33XffC/7bcuTIkSNHurj11lvjfe97X/z4xz+OG2+8MQYHB2POnDmxevXqoWM+/elPx0UXXRSf+9zn4u67744ZM2bEG9/4xli5cmVERDzxxBPxxBNPxAUXXBA/+9nP4sorr4zrr78+TjjhhKFz/OIXv4h6vR5f/OIX4+c//3lcfPHF8c///M/xkY985AW/503FggULYurUqfHVr341fv7zn8dHP/rROPPMM+Nzn/vcBscODAzEO9/5znjd6143Ar80x7Ye2co+R44cOXLkeBHG61//+njVq141DGRZv359LF++PKZPnx5FUYzcj9tI9PX1xZQpU+Kiiy6Kt73tbdHV1RVjx44ddsyjjz4aO++8c9x7770vSDX3D2P+/PmxYsWKuPrqq1/Q6+bIkSPHthBPPfVUTJs2LW699db4kz/5kyjLMmbNmhWnnnpqfOhDH4qIiP7+/pg+fXp86lOfive+970bPc83vvGN+Mu//MtYvXp1tLS0bPSY888/P77whS/Er3/9683+pnPOOSeuvvrqoYLExtbVo48+Orq7u+PKK6+MiIiddtop3vOe98TDDz8c3/jGN2LixIlx1llnxXve856mnsf73ve+ePDBB+Omm24a9ucf+tCH4oknnohDDz00Tj311FFb7MmxdUZmDuXIkSNHjhxbSbS1tcWMGTNGHTAUEfHYY4/FwMBAHHnkkTFz5swNgKEtGQMDAy/YtXLkyJEjx4bxTCvYpEmTIiJi4cKFsXjx4pgzZ87QMe3t7XHwwQfH7bffvtnzdHZ2bhIYeuaYZ66zJeLCCy+M/fbbL+6999446aST4m/+5m/iF7/4RVPn2NhvvOmmm+Ib3/hGfP7zn0/5c3Pk4MjgUI4cOXLkyPEii/nz58ett94an/3sZ6MoiiiKIh599NEN2squvPLK6O7ujmuvvXZIs+HP/uzPYvXq1fHlL385dtppp5g4cWK8//3vj1qtNnT+9evXxwc/+MHYbrvtYty4cbH//vvHLbfcstnf9Nhjj8Vb3vKWGD9+fHR2dsYxxxwTTz755NDv2GuvvSIi4iUvecnQ791U/OIXv4iDDjooxowZE3vsscewaz9zT38YV1999TBA7BkdiX/913+Nl7zkJdHe3h5lWcY3v/nN2GuvvaKjoyMmT54chx12WKxevTrOOeec+PKXvxzf+c53hp5no/vNkSNHjhwWZVnGaaedFn/8x38ce+65Z0RELF68OCIipk+fPuzY6dOnD/3ds2PZsmXxf//v/90kqygi4pFHHolLLrkk/vqv/zrRr98w3vSmN8VJJ50Uu+yyS3zoQx+KKVOmNLVm3HHHHfEf//Efw+5j2bJlMX/+/Ljyyiujs7NzC/zqHDkaRwaHcuTIkSNHjhdZfPazn40DDzwwTjzxxFi0aFEsWrQoZs+evdFj16xZE//0T/8UX//61+P666+PW265Jd761rfG9773vfje974XX/nKV+JLX/pSfPOb3xz6N8cff3z86Ec/iq9//evx05/+NP78z/88Dj/88PjVr3610WuUZRlHH310LF++PG699da48cYb45FHHom3v/3tERHx9re/Pb7//e9HRMRdd9212d8bEfGBD3wgTj/99Lj33nvjoIMOiqOOOiqWLVvW1DN6+OGH4z/+4z/iP//zP+O+++6LxYsXxzvf+c5497vfHQ8++ODQcyjLMs4444w45phj4vDDDx96ngcddFBT18uRI0eOHBuPk08+OX7605/G1772tQ3+7tlM17IsN8p+7evriyOPPDJ23333OPvsszd6nSeeeCIOP/zw+PM///P4q7/6q6E/32OPPWL8+PExfvz4OOKII57n3US88pWvHPb7Z8yYEUuWLImIiCOOOGLoWnvssccG//bnP/95vOUtb4mPfexj8cY3vnHoz0888cSYN29e/Mmf/Mnz/n05cjzX2DQfL0eOHDly5MgxKqOrqyva2tpi7NixMWPGjM0eOzAwEF/4whfipS99aURE/Nmf/Vl85StfiSeffDLGjx8fu+++exxyyCFx8803x9vf/vZ45JFH4mtf+1r89re/jVmzZkVExBlnnBHXX399XHHFFfHxj398g2t8//vfj5/+9KexcOHCIdDnK1/5Suyxxx5x9913x6tf/eqYPHlyRERMnTq14W8++eST421ve1tERHzhC1+I66+/Pi6//PL44Ac/yM9o/fr18ZWvfCWmTp0aERE/+clPYnBwMN761rfGjjvuGBExxGaKiOjo6Ij+/v6Gvy1Hjhw5cni8//3vj2uuuSZuu+222H777Yf+/Jm5dvHixTFz5syhP1+yZMkGbKKVK1fG4YcfHuPHj49vf/vb0drausF1nnjiiTjkkEPiwAMPjC996UvD/u573/veUHtxR0fHJn9rpVKJZ8vxbqwt+dnXL4oi6vV6RET8y7/8S6xdu3ajxz3wwAPxhje8IU488cQ466yzhv3dTTfdFNdcc01ccMEFEfE0SFav16OlpSW+9KUvxbvf/e5N/u4cOVJFBody5MiRI0eOrTjGjh07BAxFPE3Z32mnnWL8+PHD/uyZqudPfvKTKMsyXv7ylw87T39//xDA8+x48MEHY/bs2cPYQLvvvnt0d3fHgw8+GK9+9aub+s0HHnjg0P/f0tIS++23Xzz44INNnWPHHXccAoYiIvbee+849NBDY6+99oq5c+fGnDlz4s/+7M9i4sSJTZ03R44cOXI0jrIs4/3vf398+9vfjltuuSV23nnnYX+/8847x4wZM+LGG2+MffbZJyKeBvVvvfXW+NSnPjV0XF9fX8ydOzfa29vjmmuuiTFjxmxwrd/97ndxyCGHxL777htXXHFFVCrDm2OeKQg0iqlTp8aiRYuG/rtWq8X9998fhxxyCN/3dtttt9E///nPfx5veMMb4rjjjovzzjtvg7+/4447hrV3f+c734lPfepTcfvtt2/ynDlypI4MDuXIkSNHjhxbcWyswrm5qme9Xo9qtRoLFiyIarU67Lg/BJT+MDbVBrCpP38u8cx5tLI7bty4Yf9drVbjxhtvjNtvvz1uuOGGuOSSS+KjH/1o3HnnnRtsWnLkyJEjx/OL973vffHv//7v8Z3vfCcmTJgwpCPU1dUVHR0dURRFnHrqqfHxj388Xvayl8XLXvay+PjHPx5jx46NefPmRcTTjKE5c+bEmjVr4qtf/Wr09fVFX19fRDwN5FSr1XjiiSfi9a9/feywww5xwQUXxFNPPTX0G5plgr7hDW+I0047La677rp46UtfGhdffHESt7Cf//znccghh8ScOXPitNNOG3oW1Wp1qIix2267Dfs399xzT1QqlSGNphw5XojI4FCOHDly5MjxIoy2trZhVcZUsc8++0StVoslS5bE6173Ovo3u+++ezz22GPx+OOPD7GHHnjggejt7d0g4ZX48Y9/PKS7MDg4GAsWLIiTTz45Ip7eEKxcuTJWr149BAA9Y0PcKIqiiNe+9rXx2te+Nj72sY/FjjvuGN/+9rfjtNNO22LPM0eOHDm2xfjCF74QEU/bw/9hXHHFFTF//vyIiPjgBz8Ya9eujZNOOil6enpi//33jxtuuCEmTJgQERELFiyIO++8MyIidtlll2HnWbhwYey0005xww03xMMPPxwPP/zwsLa1iNigkPDseKZt65l497vfHf/zP/8T73rXu6KlpSX+7u/+rinW0KbiG9/4Rjz11FNx1VVXxVVXXTX05zvuuONmzRly5HihI4NDOXLkyJEjx4swdtppp7jzzjvj0UcfjfHjxyez7X35y18ef/EXfxHvete74sILL4x99tknli5dGjfddFPstdde8aY3vWmDf3PYYYfFK1/5yviLv/iL+MxnPhODg4Nx0kknxcEHHxz77bdf07/h85//fLzsZS+L3XbbLS6++OLo6ekZ0lvYf//9Y+zYsfGRj3wk3v/+98ddd90VV155ZcNz3nnnnfHf//3fMWfOnJg2bVrceeed8dRTTw2BVzvttFP813/9Vzz00EMxefLk6Orq2qiuRY4cOXLkaByNgJmIpwH7c845J84555yN/v3rX//6hueZP3/+ENjUbCxZsmQYu6i1tTUuvfTSuPTSSzf5bzYG5jQqUGzuHjcVz+e+cuR4rpHdynLkyJEjR44XYZxxxhlRrVZj9913j6lTp8Zjjz2W7NxXXHFFvOtd74rTTz89dt111zjqqKPizjvv3KTDWFEUcfXVV8fEiRPjT/7kT+Kwww6Ll7zkJfH//t//e07X/+QnPxmf+tSnYu+9944f/OAH8Z3vfCemTJkSERGTJk2Kr371q/G9730v9tprr/ja175GSXdnZ2fcdttt8aY3vSle/vKXx1lnnRUXXnjhkHPNiSeeGLvuumvst99+MXXq1PjRj370nH57jhw5cuQY3bFy5cq47bbb4lvf+lYcdthhI/1zcuQYNVGUAuvmyPH/t3MHNAAEIQwEsYgUpCACn2/gDVw6I2OTFgAA4HEzU3dX3V27+3tyDYnEIQAAAIBgZmUAAAAAwcQhAAAAgGDiEAAAAEAwcQgAAAAgmDgEAAAAEEwcAgAAAAgmDgEAAAAEE4cAAAAAgolDAAAAAMHEIQAAAIBgHzeN54QsY1fdAAAAAElFTkSuQmCC\n", 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    " ] @@ -4054,7 +3425,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 23, "metadata": { "tags": [] }, @@ -4076,7 +3447,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 24, "metadata": { "tags": [] }, @@ -4087,7 +3458,7 @@ "'s3://nasa-cryo-scratch/jkingslake'" ] }, - "execution_count": 26, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -4108,7 +3479,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 25, "metadata": { "tags": [] }, @@ -4116,10 +3487,13 @@ { "data": { "text/plain": [ - "['nasa-cryo-scratch/jkingslake/temp1']" + "['nasa-cryo-scratch/jkingslake/temp1',\n", + " 'nasa-cryo-scratch/jkingslake/temp2',\n", + " 'nasa-cryo-scratch/jkingslake/temp3',\n", + " 'nasa-cryo-scratch/jkingslake/temp4']" ] }, - "execution_count": 27, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } @@ -4140,7 +3514,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 26, "metadata": { "tags": [] }, @@ -4160,22 +3534,22 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 30, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "filename = f\"{scratch}/temp2\"\n", + "filename = f\"{scratch}/temp5\"\n", "mapper = fsspec.get_mapper(filename)\n", "ds_small.to_zarr(mapper, consolidated=False)" ] @@ -4191,7 +3565,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 28, "metadata": { "tags": [] }, @@ -4583,7 +3957,7 @@ " longitude (time) float64 dask.array<chunksize=(4,), meta=np.ndarray>\n", " profile (time, profile_range, chirp_num, attenuator_setting_pair) complex128 dask.array<chunksize=(1, 3567, 10, 1), meta=np.ndarray>\n", " temperature_1 (time) float64 dask.array<chunksize=(4,), meta=np.ndarray>\n", - " temperature_2 (time) float64 dask.array<chunksize=(4,), meta=np.ndarray>