diff --git a/notebooks/colab-animate.ipynb b/notebooks/colab-animate.ipynb index bfa509d1..6ac0ed12 100644 --- a/notebooks/colab-animate.ipynb +++ b/notebooks/colab-animate.ipynb @@ -1,585 +1,589 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "id": "G6fFcNbhYPo4" - }, - "source": [ - "# Simple Animation Demo" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "025Wo5mfYS3v", - "outputId": "48a2bb6e-2972-41e1-b36d-f6031bda5b67", - "tags": [] - }, - "outputs": [ + "cells": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "Cloning into 'flatland-rl'...\n" - ] + "cell_type": "markdown", + "metadata": { + "id": "G6fFcNbhYPo4" + }, + "source": [ + "# Simple Animation Demo" + ] }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "Obtaining file:///C:/Users/robin/Documents/EPFL/BA6/Bachelor_project/flatland-rl/notebooks/flatland-rl\n", - " Preparing metadata (setup.py): started\n", - " Preparing metadata (setup.py): still running...\n", - " Preparing metadata (setup.py): finished with status 'error'\n" - ] + "cell_type": "code", + "source": [ + "##!pip install flatland-rl\n", + "!git clone https://github.com/hagrid67/flatland-rl.git\n", + "!pip install -e ./flatland-rl\n", + "!pip install ipycanvas==0.11.0\n" + ], + "metadata": { + "id": "025Wo5mfYS3v", + "outputId": "48a2bb6e-2972-41e1-b36d-f6031bda5b67", + "colab": { + "base_uri": "https://localhost:8080/" + } + }, + "execution_count": 1, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Cloning into 'flatland-rl'...\n", + "remote: Enumerating objects: 16101, done.\u001b[K\n", + "remote: Total 16101 (delta 0), reused 0 (delta 0), pack-reused 16101\u001b[K\n", + "Receiving objects: 100% (16101/16101), 17.05 MiB | 25.91 MiB/s, done.\n", + "Resolving deltas: 100% (12216/12216), done.\n", + "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", + "Obtaining file:///content/flatland-rl\n", + " \u001b[1;31merror\u001b[0m: \u001b[1msubprocess-exited-with-error\u001b[0m\n", + " \n", + " \u001b[31m×\u001b[0m \u001b[32mpython setup.py egg_info\u001b[0m did not run successfully.\n", + " \u001b[31m│\u001b[0m exit code: \u001b[1;36m1\u001b[0m\n", + " \u001b[31m╰─>\u001b[0m See above for output.\n", + " \n", + " \u001b[1;35mnote\u001b[0m: This error originates from a subprocess, and is likely not a problem with pip.\n", + " Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25herror\n", + "\u001b[1;31merror\u001b[0m: \u001b[1mmetadata-generation-failed\u001b[0m\n", + "\n", + "\u001b[31m×\u001b[0m Encountered error while generating package metadata.\n", + "\u001b[31m╰─>\u001b[0m See above for output.\n", + "\n", + "\u001b[1;35mnote\u001b[0m: This is an issue with the package mentioned above, not pip.\n", + "\u001b[1;36mhint\u001b[0m: See above for details.\n", + "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", + "Collecting ipycanvas==0.11.0\n", + " Downloading ipycanvas-0.11.0-py2.py3-none-any.whl (255 kB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m255.8/255.8 kB\u001b[0m \u001b[31m7.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25hRequirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from ipycanvas==0.11.0) (1.22.4)\n", + "Requirement already satisfied: pillow>=6.0 in /usr/local/lib/python3.10/dist-packages (from ipycanvas==0.11.0) (8.4.0)\n", + "Requirement already satisfied: ipywidgets>=7.6.0 in /usr/local/lib/python3.10/dist-packages (from ipycanvas==0.11.0) (7.7.1)\n", + "Requirement already satisfied: ipython>=4.0.0 in /usr/local/lib/python3.10/dist-packages (from ipywidgets>=7.6.0->ipycanvas==0.11.0) (7.34.0)\n", + "Requirement already satisfied: widgetsnbextension~=3.6.0 in 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C:\\Users\\robin\\anaconda3\\Lib\\site-packages\\setuptools\\__init__.py:84: _DeprecatedInstaller: setuptools.installer and fetch_build_eggs are deprecated.\n", - " !!\n", - " \n", - " ********************************************************************************\n", - " Requirements should be satisfied by a PEP 517 installer.\n", - " If you are using pip, you can try `pip install --use-pep517`.\n", - " ********************************************************************************\n", - " \n", - " !!\n", - " dist.fetch_build_eggs(dist.setup_requires)\n", - " Traceback (most recent call last):\n", - " File \"\", line 2, in \n", - " File \"\", line 34, in \n", - " File \"C:\\Users\\robin\\Documents\\EPFL\\BA6\\Bachelor_project\\flatland-rl\\notebooks\\flatland-rl\\setup.py\", line 52, in \n", - " setup(\n", - " File \"C:\\Users\\robin\\anaconda3\\Lib\\site-packages\\setuptools\\__init__.py\", line 106, in setup\n", - " _install_setup_requires(attrs)\n", - " File \"C:\\Users\\robin\\anaconda3\\Lib\\site-packages\\setuptools\\__init__.py\", line 79, in _install_setup_requires\n", - " _fetch_build_eggs(dist)\n", - " File \"C:\\Users\\robin\\anaconda3\\Lib\\site-packages\\setuptools\\__init__.py\", line 84, in _fetch_build_eggs\n", - " dist.fetch_build_eggs(dist.setup_requires)\n", - " File \"C:\\Users\\robin\\anaconda3\\Lib\\site-packages\\setuptools\\dist.py\", line 907, in fetch_build_eggs\n", - " return _fetch_build_eggs(self, requires)\n", - " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", - " File \"C:\\Users\\robin\\anaconda3\\Lib\\site-packages\\setuptools\\installer.py\", line 38, in _fetch_build_eggs\n", - " resolved_dists = pkg_resources.working_set.resolve(\n", - " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", - " File \"C:\\Users\\robin\\anaconda3\\Lib\\site-packages\\pkg_resources\\__init__.py\", line 829, in resolve\n", - " dist = self._resolve_dist(\n", - " ^^^^^^^^^^^^^^^^^^^\n", - " File \"C:\\Users\\robin\\anaconda3\\Lib\\site-packages\\pkg_resources\\__init__.py\", line 875, in _resolve_dist\n", - " raise VersionConflict(dist, req).with_context(dependent_req)\n", - " pkg_resources.ContextualVersionConflict: (pluggy 0.13.1 (c:\\users\\robin\\documents\\epfl\\ba6\\bachelor_project\\flatland-rl\\notebooks\\flatland-rl\\.eggs\\pluggy-0.13.1-py3.11.egg), Requirement.parse('pluggy>=1.3'), {'tox'})\n", - " [end of output]\n", - " \n", - " note: This error originates from a subprocess, and is likely not a problem with pip.\n", - "error: metadata-generation-failed\n", - "\n", - "Encountered error while generating package metadata.\n", - "\n", - "See above for output.\n", - "\n", - "note: This is an issue with the package mentioned above, not pip.\n", - "hint: See above for details.\n" - ] + "cell_type": "code", + "source": [ + "#!pip install flatland-rl\n", + "!pip install -e ./flatland-rl\n", + "#!ls ./flatland-rl" + ], + "metadata": { + "id": "k6t-wa1_ZYan", + "outputId": "ebf5bd82-bdd8-4955-d377-7ce244e4164c", + "colab": { + "base_uri": "https://localhost:8080/" + } + }, + "execution_count": 6, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", + "Obtaining file:///content/flatland-rl\n", + " Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + "Requirement already satisfied: tox>=3.5.2 in /usr/local/lib/python3.10/dist-packages (from flatland-rl==3.0.15) (3.28.0)\n", + "Requirement already satisfied: pytest<5,>=3.8.2 in /usr/local/lib/python3.10/dist-packages (from flatland-rl==3.0.15) (4.6.11)\n", + "Requirement already satisfied: pytest-runner>=4.2 in /usr/local/lib/python3.10/dist-packages (from flatland-rl==3.0.15) (6.0.0)\n", + "Requirement already satisfied: Click>=7.0 in /usr/local/lib/python3.10/dist-packages (from flatland-rl==3.0.15) (8.1.3)\n", + "Requirement already satisfied: 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python-dateutil>=2.8.2->jupyter-client>=6.1.12->ipykernel>=4.5.1->ipywidgets>=7.6.0->ipycanvas==0.11.0) (1.16.0)\n", - "Downloading ipycanvas-0.11.0-py2.py3-none-any.whl (255 kB)\n", - " ---------------------------------------- 0.0/255.8 kB ? eta -:--:--\n", - " ---------------------------------------- 0.0/255.8 kB ? eta -:--:--\n", - " - -------------------------------------- 10.2/255.8 kB ? eta -:--:--\n", - " ------ -------------------------------- 41.0/255.8 kB 487.6 kB/s eta 0:00:01\n", - " -------------------------------------- - 245.8/255.8 kB 2.2 MB/s eta 0:00:01\n", - " ---------------------------------------- 255.8/255.8 kB 1.7 MB/s eta 0:00:00\n", - "Installing collected packages: ipycanvas\n", - " Attempting uninstall: ipycanvas\n", - " Found existing installation: ipycanvas 0.13.1\n", - " Uninstalling ipycanvas-0.13.1:\n", - " Successfully uninstalled ipycanvas-0.13.1\n", - "Successfully installed ipycanvas-0.11.0\n" - ] - } - ], - "source": [ - "##!pip install flatland-rl\n", - "!git clone https://github.com/hagrid67/flatland-rl.git\n", - "!pip install -e ./flatland-rl\n", - "!pip install ipycanvas==0.11.0\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" + "cell_type": "code", + "source": [ + "from flatland.utils.rendertools import RenderTool" + ], + "metadata": { + "id": "UICEvPxiZ5tI" + }, + "execution_count": 1, + "outputs": [] }, - "id": "k6t-wa1_ZYan", - "outputId": "ebf5bd82-bdd8-4955-d377-7ce244e4164c", - "tags": [] - }, - "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "Obtaining file:///C:/Users/robin/Documents/EPFL/BA6/Bachelor_project/flatland-rl/notebooks/flatland-rl" - ] + "cell_type": "code", + "execution_count": 2, + "metadata": { + "id": "eXRPH8_IYPo8" + }, + "outputs": [], + "source": [ + "#%load_ext autoreload\n", + "#%autoreload 2" + ] }, { - "name": "stderr", - "output_type": "stream", - "text": [ - " error: subprocess-exited-with-error\n", - " \n", - " python setup.py egg_info did not run successfully.\n", - " exit code: 1\n", - " \n", - " [33 lines of output]\n", - " C:\\Users\\robin\\anaconda3\\Lib\\site-packages\\setuptools\\__init__.py:84: _DeprecatedInstaller: setuptools.installer and fetch_build_eggs are deprecated.\n", - " !!\n", - " \n", - " ********************************************************************************\n", - " Requirements should be satisfied by a PEP 517 installer.\n", - " If you are using pip, you can try `pip install --use-pep517`.\n", - " ********************************************************************************\n", - " \n", - " !!\n", - " dist.fetch_build_eggs(dist.setup_requires)\n", - " Traceback (most recent call last):\n", - " File \"\", line 2, in \n", - " File \"\", line 34, in \n", - " File \"C:\\Users\\robin\\Documents\\EPFL\\BA6\\Bachelor_project\\flatland-rl\\notebooks\\flatland-rl\\setup.py\", line 52, in \n", - " setup(\n", - " File \"C:\\Users\\robin\\anaconda3\\Lib\\site-packages\\setuptools\\__init__.py\", line 106, in setup\n", - " _install_setup_requires(attrs)\n", - " File \"C:\\Users\\robin\\anaconda3\\Lib\\site-packages\\setuptools\\__init__.py\", line 79, in _install_setup_requires\n", - " _fetch_build_eggs(dist)\n", - " File \"C:\\Users\\robin\\anaconda3\\Lib\\site-packages\\setuptools\\__init__.py\", line 84, in _fetch_build_eggs\n", - " dist.fetch_build_eggs(dist.setup_requires)\n", - " File \"C:\\Users\\robin\\anaconda3\\Lib\\site-packages\\setuptools\\dist.py\", line 907, in fetch_build_eggs\n", - " return _fetch_build_eggs(self, requires)\n", - " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", - " File \"C:\\Users\\robin\\anaconda3\\Lib\\site-packages\\setuptools\\installer.py\", line 38, in _fetch_build_eggs\n", - " resolved_dists = pkg_resources.working_set.resolve(\n", - " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", - " File \"C:\\Users\\robin\\anaconda3\\Lib\\site-packages\\pkg_resources\\__init__.py\", line 829, in resolve\n", - " dist = self._resolve_dist(\n", - " ^^^^^^^^^^^^^^^^^^^\n", - " File \"C:\\Users\\robin\\anaconda3\\Lib\\site-packages\\pkg_resources\\__init__.py\", line 875, in _resolve_dist\n", - " raise VersionConflict(dist, req).with_context(dependent_req)\n", - " pkg_resources.ContextualVersionConflict: (pluggy 0.13.1 (c:\\users\\robin\\documents\\epfl\\ba6\\bachelor_project\\flatland-rl\\notebooks\\flatland-rl\\.eggs\\pluggy-0.13.1-py3.11.egg), Requirement.parse('pluggy>=1.3'), {'tox'})\n", - " [end of output]\n", - " \n", - " note: This error originates from a subprocess, and is likely not a problem with pip.\n", - "error: metadata-generation-failed\n", - "\n", - "Encountered error while generating package metadata.\n", - "\n", - "See above for output.\n", - "\n", - "note: This is an issue with the package mentioned above, not pip.\n", - "hint: See above for details.\n" - ] + "cell_type": "code", + "source": [ + "from google.colab import output\n", + "output.enable_custom_widget_manager()\n" + ], + "metadata": { + "id": "5fdTyrEhfHEp" + }, + "execution_count": null, + "outputs": [] }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - " Preparing metadata (setup.py): started\n", - " Preparing metadata (setup.py): finished with status 'error'\n" - ] - } - ], - "source": [ - "#!pip install flatland-rl\n", - "!pip install -e ./flatland-rl\n", - "#!ls ./flatland-rl" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "id": "UICEvPxiZ5tI", - "tags": [] - }, - "outputs": [], - "source": [ - "from flatland.utils.rendertools import RenderTool" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "id": "eXRPH8_IYPo8", - "tags": [] - }, - "outputs": [], - "source": [ - "#%load_ext autoreload\n", - "#%autoreload 2" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "id": "5fdTyrEhfHEp", - "tags": [] - }, - "outputs": [ - { - "ename": "ModuleNotFoundError", - "evalue": "No module named 'google.colab'", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[10], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mgoogle\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcolab\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m output\n\u001b[0;32m 2\u001b[0m output\u001b[38;5;241m.\u001b[39menable_custom_widget_manager()\n", - "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'google.colab'" - ] - } - ], - "source": [ - "from google.colab import output\n", - "output.enable_custom_widget_manager()\n" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "id": "ZjZxbOe-YPo-", - "tags": [] - }, - "outputs": [], - "source": [ - "import numpy as np\n", - "import time\n", - "from IPython import display\n", - "from ipycanvas import canvas\n", - "from flatland.utils.rendertools import RenderTool\n", - "from flatland.envs.rail_env import RailEnv\n", - "from flatland.envs.rail_env import RailEnvActions as rea\n", - "from flatland.envs.persistence import RailEnvPersister" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" + "cell_type": "code", + "execution_count": 3, + "metadata": { + "id": "ZjZxbOe-YPo-" + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "import time\n", + "from IPython import display\n", + "from ipycanvas import canvas\n", + "from flatland.utils.rendertools import RenderTool\n", + "from flatland.envs.rail_env import RailEnv\n", + "from flatland.envs.rail_env import RailEnvActions as rea\n", + "from flatland.envs.persistence import RailEnvPersister" + ] }, - "id": "-jaHoSZDYPo-", - "outputId": "6e477b0d-a7a1-4156-e943-50e00623f5e3", - "tags": [] - }, - "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "pickle failed to load file: complex_scene_2.pkl trying msgpack (deprecated)...\n", - "pickle failed to load file: complex_scene_2.pkl trying msgpack (deprecated)...\n", - "pickle failed to load file: complex_scene_2.pkl trying msgpack (deprecated)...\n", - "This env file has no max_episode_steps (deprecated) - setting to 100\n" - ] + "cell_type": "code", + "execution_count": 20, + "metadata": { + "id": "-jaHoSZDYPo-", + "outputId": "6e477b0d-a7a1-4156-e943-50e00623f5e3", + "colab": { + "base_uri": "https://localhost:8080/" + } + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "pickle failed to load file: complex_scene_2.pkl trying msgpack (deprecated)...\n", + "pickle failed to load file: complex_scene_2.pkl trying msgpack (deprecated)...\n", + "pickle failed to load file: complex_scene_2.pkl trying msgpack (deprecated)...\n", + "This env file has no max_episode_steps (deprecated) - setting to 100\n" + ] + }, + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "flatland.envs.rail_env.RailEnv" + ] + }, + "metadata": {}, + "execution_count": 20 + } + ], + "source": [ + "env, env_dict = RailEnvPersister.load_new(\"complex_scene_2.pkl\", load_from_package=\"env_data.railway\")\n", + "_ = env.reset()\n", + "env._max_episode_steps = 100\n", + "type(env)" + ] }, { - "data": { - "text/plain": [ - "flatland.envs.rail_env.RailEnv" + "cell_type": "code", + "execution_count": 21, + "metadata": { + "scrolled": false, + "id": "-upfe3SVYPo_", + "outputId": "7a10e3a2-7ce1-4e94-c255-bbb40c88852e", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 521, + "referenced_widgets": [ + "471637a04ee54de8a6d3a9c1de37e7f6", + "4a3b70e0c67045719c6de0114180fb0e" + ] + } + }, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "Canvas()" + ], + "application/vnd.jupyter.widget-view+json": { + "version_major": 2, + "version_minor": 0, + "model_id": "471637a04ee54de8a6d3a9c1de37e7f6" + } + }, + "metadata": { + "application/vnd.jupyter.widget-view+json": { + "colab": { + "custom_widget_manager": { + "url": "https://ssl.gstatic.com/colaboratory-static/widgets/colab-cdn-widget-manager/b3e629b1971e1542/manager.min.js" + } + } + } + } + } + ], + "source": [ + "oRT = RenderTool(env, gl=\"PILSVG\", jupyter=False, show_debug=True)\n", + "image_arr = oRT.get_image()\n", + "oCanvas = canvas.Canvas()\n", + "oCanvas.put_image_data(image_arr[:,:,0:3])\n", + "display.display(oCanvas)\n", + "\n", + "done={\"__all__\":False}\n", + "while not done[\"__all__\"]:\n", + " actions = {}\n", + " for agent_handle, agents in enumerate(env.agents):\n", + " actions.update({agent_handle:rea.MOVE_FORWARD})\n", + " obs, rew, done, info = env.step(actions)\n", + " oRT.render_env(show_observations=False,show_predictions=False)\n", + " gIm = oRT.get_image()\n", + " oCanvas.put_image_data(gIm[:,:,0:3])\n", + " time.sleep(0.5)" ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "env, env_dict = RailEnvPersister.load_new(\"complex_scene_2.pkl\", load_from_package=\"env_data.railway\")\n", - "_ = env.reset()\n", - "env._max_episode_steps = 100\n", - "type(env)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 521, - "referenced_widgets": [ - "471637a04ee54de8a6d3a9c1de37e7f6", - "4a3b70e0c67045719c6de0114180fb0e" - ] }, - "id": "-upfe3SVYPo_", - "outputId": "7a10e3a2-7ce1-4e94-c255-bbb40c88852e", - "tags": [] - }, - "outputs": [ { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d31ed4b20d374657ac2b01453a93d09e", - "version_major": 2, - "version_minor": 0 + "cell_type": "code", + "source": [], + "metadata": { + "id": "BJiAbnEjbJ9g" }, - "text/plain": [ - "Canvas()" - ] - }, 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null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + } + } + }, + "colab": { + "provenance": [] } - } - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/notebooks/flatland-rl b/notebooks/flatland-rl deleted file mode 160000 index a014424e..00000000 --- a/notebooks/flatland-rl +++ /dev/null @@ -1 +0,0 @@ -Subproject commit a014424e88e8415a70f32efa8d552697362b458e diff --git a/notebooks/simple-graph-plot-2022.ipynb b/notebooks/simple-graph-plot-2022.ipynb index 792bd6a2..0c3115a4 100644 --- a/notebooks/simple-graph-plot-2022.ipynb +++ b/notebooks/simple-graph-plot-2022.ipynb @@ -847,7 +847,7 @@ "metadata": { "hide_input": false, "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "ve310fl", "language": "python", "name": "python3" }, @@ -861,7 +861,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.5" + "version": "3.10.12" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/notebooks/simple_animation_demo.ipynb b/notebooks/simple_animation_demo.ipynb index 7d143123..8d25ace0 100644 --- a/notebooks/simple_animation_demo.ipynb +++ b/notebooks/simple_animation_demo.ipynb @@ -151434,7 +151434,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.13" + "version": "3.7.16" }, "latex_envs": { "LaTeX_envs_menu_present": true, @@ -151498,5 +151498,5 @@ } }, "nbformat": 4, - "nbformat_minor": 4 + "nbformat_minor": 1 } diff --git a/notebooks/simple_animation_demo_2.ipynb b/notebooks/simple_animation_demo_2.ipynb index fc12dc14..04b611a4 100644 --- a/notebooks/simple_animation_demo_2.ipynb +++ b/notebooks/simple_animation_demo_2.ipynb @@ -1,151756 +1,151940 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "id": "G6fFcNbhYPo4" - }, - "source": [ - "# Simple Animation Demo\n", - "\n", - "This notebook demostrates how Flatland can be rendered in Colab / Jupyter notebooks. There are different variants, which are implemented as examples.\n", - "- Direct rendering, i.e. during the simulation (Flatland)\n", - "- Indirect rendering, i.e. it is rendered in image memory and all frames are stored so that everything can then be played back using HTML / video.\n", - "- Save the rendered image and create a video file" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "JB5Le2llQTPF" - }, - "source": [ - "Install Flatland from Source (Latest version)" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "id": "eHuje3X3bemb", - "tags": [] - }, - "outputs": [ + "cells": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "La syntaxe de la commande n'est pas correcte.\n" - ] - } - ], - "source": [ - "use_colab = True\n", - "if use_colab:\n", - " use_pip_installer = True\n", - " if use_pip_installer:\n", - " !pip install flatland-rl &> /dev/null\n", - " else:\n", - " !git clone https://github.com/flatland-association/flatland-rl.git\n", - " %cd flatland-rl\n", - " !git pull\n", - " %cd ..\n", - " !pip install -r /content/flatland-rl/requirements_dev.txt &> /dev/null\n", - "\n", - " import os\n", - " import sys\n", - " os.environ['PYTHONPATH'] = \"/env/python:/content/flatland-rl\"\n", - " if \"/content/flatland-rl\" not in sys.path:\n", - " sys.path.insert(1, \"/content/flatland-rl\")" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "h2vWGApZQY89" - }, - "source": [ - "Import Flatland" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "id": "k6t-wa1_ZYan", - "tags": [] - }, - "outputs": [], - "source": [ - "# import all flatland dependance\n", - "import time\n", - "from flatland.core.env_observation_builder import ObservationBuilder\n", - "from flatland.core.env_observation_builder import DummyObservationBuilder\n", - "from flatland.envs.malfunction_generators import ParamMalfunctionGen, MalfunctionParameters\n", - "from flatland.envs.rail_env import RailEnv\n", - "from flatland.envs.rail_generators import sparse_rail_generator\n", - "from flatland.utils.rendertools import RenderTool, AgentRenderVariant\n", - "from flatland.envs.rail_env_action import RailEnvActions" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "3Et-8oFWQf5X" - }, - "source": [ - "Import and create helpful methods for rendering flatland within colab / jupyter notebooks." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "id": "jzzGznhKcWG9", - "tags": [] - }, - "outputs": [], - "source": [ - "from IPython.display import HTML, display, clear_output\n", - "import ipywidgets as ipw\n", - "from io import BytesIO\n", - "import PIL\n", - "from matplotlib import pyplot as plt\n", - "from matplotlib.animation import FuncAnimation\n", - "import time\n", - "\n", - "def create_rendering_area():\n", - " rendering_area = ipw.Image()\n", - " display(rendering_area)\n", - " return rendering_area\n", - "\n", - "def render_env_to_image(flatland_renderer):\n", - " flatland_renderer.render_env(show=False, show_observations=False)\n", - " image = flatland_renderer.get_image()\n", - " return image\n", - "\n", - "def render_env(flatland_renderer, rendering_area : ipw.Image):\n", - " pil_image = PIL.Image.fromarray(render_env_to_image(flatland_renderer))\n", - " if rendering_area is None:\n", - " clear_output(wait=False)\n", - " display(pil_image)\n", - " return\n", - "\n", - " # convert numpy to PIL to png-format bytes\n", - " with BytesIO() as fOut:\n", - " pil_image.save(fOut, format=\"png\")\n", - " byPng = fOut.getvalue()\n", - "\n", - " # set the png bytes as the image value;\n", - " # this updates the image in the browser.\n", - " rendering_area.value=byPng\n", - "\n", - "def process_frames(frames, frames_per_second=1000/20):\n", - " dpi = 72\n", - " interval = frames_per_second # ms\n", - "\n", - " plt.figure(figsize=(frames[0].shape[1]/dpi,frames[0].shape[0]/dpi),dpi=dpi)\n", - " plt.axis=('off')\n", - " plot = plt.imshow(frames[0])\n", - "\n", - " def init():\n", - " pass\n", - "\n", - " def update(i):\n", - " plot.set_data(frames[i])\n", - " return plot,\n", - "\n", - " anim = FuncAnimation(fig=plt.gcf(),\n", - " func=update,\n", - " frames=len(frames),\n", - " init_func=init,\n", - " interval=interval,\n", - " repeat=True,\n", - " repeat_delay=20)\n", - " plt.close(anim._fig)\n", - " return anim\n" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "tJ95mSSnQpiH" - }, - "source": [ - "Create Flatland environment." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "id": "3XyiueT4cZLA", - "tags": [] - }, - "outputs": [], - "source": [ - "def create_flatland_env(\n", - " obs_builder_object: ObservationBuilder,\n", - " max_rails_between_cities=2,\n", - " max_rails_in_city=4,\n", - " malfunction_rate=1 / 1000,\n", - " n_cities=5,\n", - " number_of_agents=10,\n", - " grid_width=30,\n", - " grid_height=40,\n", - " random_seed=0) -> RailEnv:\n", - " return RailEnv(\n", - " width=grid_width,\n", - " height=grid_height,\n", - " rail_generator=sparse_rail_generator(\n", - " max_num_cities=n_cities,\n", - " seed=random_seed,\n", - " grid_mode=True,\n", - " max_rails_between_cities=max_rails_between_cities,\n", - " max_rail_pairs_in_city=max_rails_in_city\n", - " ),\n", - " malfunction_generator=ParamMalfunctionGen(\n", - " MalfunctionParameters(\n", - " malfunction_rate=malfunction_rate, min_duration=10, max_duration=50\n", - " )\n", - " ),\n", - " random_seed=random_seed,\n", - " number_of_agents=number_of_agents,\n", - " obs_builder_object=obs_builder_object\n", - " )" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "l1cwO0j5DE5m" - }, - "source": [ - "Canvas based rendering" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "8QwM-c1JQsFE" - }, - "source": [ - "Create a simple flatland simulation (bring it all together)." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "id": "JX5cv4PPOyp4", - "tags": [] - }, - "outputs": [], - "source": [ - "def run_simulation(max_steps=25, enable_in_simulation_rendering=False):\n", - " env = create_flatland_env(DummyObservationBuilder())\n", - "\n", - " if enable_in_simulation_rendering:\n", - " rendering_area = create_rendering_area()\n", - "\n", - " env_renderer = RenderTool(env, gl=\"PILSVG\",\n", - " agent_render_variant=AgentRenderVariant.AGENT_SHOWS_OPTIONS_AND_BOX,\n", - " show_debug=True,\n", - " screen_height=750,\n", - " screen_width=750)\n", - " obs, info = env.reset()\n", - "\n", - " offscreen_rendered_frames = []\n", - "\n", - " for step in range(max_steps):\n", - " action_dict = dict()\n", - " for a in range(env.get_num_agents()):\n", - " action_dict.update({a: RailEnvActions.MOVE_FORWARD})\n", - "\n", - " env.step(action_dict)\n", - "\n", - " if enable_in_simulation_rendering:\n", - " render_env(env_renderer, rendering_area)\n", - " else:\n", - " offscreen_rendered_frames.append(render_env_to_image(env_renderer))\n", - "\n", - " return offscreen_rendered_frames" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "c43qWVMzQ9eF" - }, - "source": [ - "Direct rendering during simulation runs." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 669, - "referenced_widgets": [ - "b7f8d3c47f6e4f319832c86514d40244", - "62cc1be0fe1f425b9beb4e16576a2abe" - ] + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "G6fFcNbhYPo4" + }, + "source": [ + "# Simple Animation Demo\n", + "\n", + "This notebook demostrates how Flatland can be rendered in Colab / Jupyter notebooks. There are different variants, which are implemented as examples.\n", + "- Direct rendering, i.e. during the simulation (Flatland)\n", + "- Indirect rendering, i.e. it is rendered in image memory and all frames are stored so that everything can then be played back using HTML / video.\n", + "- Save the rendered image and create a video file" + ] }, - "id": "_u1BLpsJRA90", - "outputId": "683e8af0-f025-4a4d-e761-37ddeef35a92", - "tags": [] - }, - "outputs": [ { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "b51ff14cda714bf3aaf429c44cfdaded", - "version_major": 2, - "version_minor": 0 + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "JB5Le2llQTPF" }, - "text/plain": [ - "Image(value=b'')" + "source": [ + "Install Flatland from Source (Latest version)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "id": "eHuje3X3bemb" + }, + "outputs": [], + "source": [ + "use_colab = True\n", + "if use_colab:\n", + " use_pip_installer = True\n", + " if use_pip_installer:\n", + " !pip install flatland-rl &> /dev/null\n", + " else:\n", + " !git clone https://github.com/flatland-association/flatland-rl.git\n", + " %cd flatland-rl\n", + " !git pull\n", + " %cd ..\n", + " !pip install -r /content/flatland-rl/requirements_dev.txt &> /dev/null\n", + "\n", + " import os\n", + " import sys\n", + " os.environ['PYTHONPATH'] = \"/env/python:/content/flatland-rl\"\n", + " if \"/content/flatland-rl\" not in sys.path:\n", + " sys.path.insert(1, \"/content/flatland-rl\")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "h2vWGApZQY89" + }, + "source": [ + "Import Flatland" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "id": "k6t-wa1_ZYan" + }, + "outputs": [], + "source": [ + "# import all flatland dependance\n", + "import time\n", + "from flatland.core.env_observation_builder import ObservationBuilder\n", + "from flatland.core.env_observation_builder import DummyObservationBuilder\n", + "from flatland.envs.malfunction_generators import ParamMalfunctionGen, MalfunctionParameters\n", + "from flatland.envs.rail_env import RailEnv\n", + "from flatland.envs.rail_generators import sparse_rail_generator\n", + "from flatland.utils.rendertools import RenderTool, AgentRenderVariant\n", + "from flatland.envs.rail_env_action import RailEnvActions" ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "frames = run_simulation(enable_in_simulation_rendering=True)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "DRzWB4dwQ2f8" - }, - "source": [ - "Run the simulation loop and collect frames." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "id": "FF505lJldtb6", - "tags": [] - }, - "outputs": [], - "source": [ - "frames = run_simulation()" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "1RLam-chRLcb" - }, - "source": [ - "Process the collected frames and prepare an Matplotlib animation." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "id": "vZENQSdOOvH7", - "tags": [] - }, - "outputs": [], - "source": [ - "anim = process_frames(frames)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "UFk5ys3JRRu4" - }, - "source": [ - "Render the animation." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 742 }, - "id": "9u2LxeZd25-Q", - "outputId": "783a38df-5a6b-466b-a931-cbd7b4772b70", - "tags": [] - }, - "outputs": [ { - "data": { - "text/html": [ - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "
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\n", - "\n", - "\n", - "\n" + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "3Et-8oFWQf5X" + }, + "source": [ + "Import and create helpful methods for rendering flatland within colab / jupyter notebooks." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "id": "jzzGznhKcWG9" + }, + "outputs": [], + "source": [ + "from IPython.display import HTML, display, clear_output\n", + "import ipywidgets as ipw\n", + "from io import BytesIO\n", + "import PIL\n", + "from matplotlib import pyplot as plt\n", + "from matplotlib.animation import FuncAnimation\n", + "import time\n", + "\n", + "def create_rendering_area():\n", + " rendering_area = ipw.Image()\n", + " display(rendering_area)\n", + " return rendering_area\n", + "\n", + "def render_env_to_image(flatland_renderer):\n", + " flatland_renderer.render_env(show=False, show_observations=False)\n", + " image = flatland_renderer.get_image()\n", + " return image\n", + "\n", + "def render_env(flatland_renderer, rendering_area : ipw.Image):\n", + " pil_image = PIL.Image.fromarray(render_env_to_image(flatland_renderer))\n", + " if rendering_area is None:\n", + " clear_output(wait=False)\n", + " display(pil_image)\n", + " return\n", + "\n", + " # convert numpy to PIL to png-format bytes\n", + " with BytesIO() as fOut:\n", + " pil_image.save(fOut, format=\"png\")\n", + " byPng = fOut.getvalue()\n", + "\n", + " # set the png bytes as the image value;\n", + " # this updates the image in the browser.\n", + " rendering_area.value=byPng\n", + "\n", + "def process_frames(frames, frames_per_second=1000/20):\n", + " dpi = 72\n", + " interval = frames_per_second # ms\n", + "\n", + " plt.figure(figsize=(frames[0].shape[1]/dpi,frames[0].shape[0]/dpi),dpi=dpi)\n", + " plt.axis=('off')\n", + " plot = plt.imshow(frames[0])\n", + "\n", + " def init():\n", + " pass\n", + "\n", + " def update(i):\n", + " plot.set_data(frames[i])\n", + " return plot,\n", + "\n", + " anim = FuncAnimation(fig=plt.gcf(),\n", + " func=update,\n", + " frames=len(frames),\n", + " init_func=init,\n", + " interval=interval,\n", + " repeat=True,\n", + " repeat_delay=20)\n", + " plt.close(anim._fig)\n", + " return anim\n" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "tJ95mSSnQpiH" + }, + "source": [ + "Create Flatland environment." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "id": "3XyiueT4cZLA" + }, + "outputs": [], + "source": [ + "def create_flatland_env(\n", + " obs_builder_object: ObservationBuilder,\n", + " max_rails_between_cities=2,\n", + " max_rails_in_city=4,\n", + " malfunction_rate=1 / 1000,\n", + " n_cities=5,\n", + " number_of_agents=10,\n", + " grid_width=30,\n", + " grid_height=40,\n", + " random_seed=0) -> RailEnv:\n", + " return RailEnv(\n", + " width=grid_width,\n", + " height=grid_height,\n", + " rail_generator=sparse_rail_generator(\n", + " max_num_cities=n_cities,\n", + " seed=random_seed,\n", + " grid_mode=True,\n", + " max_rails_between_cities=max_rails_between_cities,\n", + " max_rail_pairs_in_city=max_rails_in_city\n", + " ),\n", + " malfunction_generator=ParamMalfunctionGen(\n", + " MalfunctionParameters(\n", + " malfunction_rate=malfunction_rate, min_duration=10, max_duration=50\n", + " )\n", + " ),\n", + " random_seed=random_seed,\n", + " number_of_agents=number_of_agents,\n", + " obs_builder_object=obs_builder_object\n", + " )" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "l1cwO0j5DE5m" + }, + "source": [ + "Canvas based rendering" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "8QwM-c1JQsFE" + }, + "source": [ + "Create a simple flatland simulation (bring it all together)." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "JX5cv4PPOyp4" + }, + "outputs": [], + "source": [ + "def run_simulation(max_steps=25, enable_in_simulation_rendering=False):\n", + " env = create_flatland_env(DummyObservationBuilder())\n", + "\n", + " if enable_in_simulation_rendering:\n", + " rendering_area = create_rendering_area()\n", + "\n", + " env_renderer = RenderTool(env, gl=\"PILSVG\",\n", + " agent_render_variant=AgentRenderVariant.AGENT_SHOWS_OPTIONS_AND_BOX,\n", + " show_debug=True,\n", + " screen_height=750,\n", + " screen_width=750)\n", + " obs, info = env.reset()\n", + "\n", + " offscreen_rendered_frames = []\n", + "\n", + " for step in range(max_steps):\n", + " action_dict = dict()\n", + " for a in range(env.get_num_agents()):\n", + " action_dict.update({a: RailEnvActions.MOVE_FORWARD})\n", + "\n", + " env.step(action_dict)\n", + "\n", + " if enable_in_simulation_rendering:\n", + " render_env(env_renderer, rendering_area)\n", + " else:\n", + " offscreen_rendered_frames.append(render_env_to_image(env_renderer))\n", + "\n", + " return offscreen_rendered_frames" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "c43qWVMzQ9eF" + }, + "source": [ + "Direct rendering during simulation runs." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 669, + "referenced_widgets": [ + "b7f8d3c47f6e4f319832c86514d40244", + "62cc1be0fe1f425b9beb4e16576a2abe" + ] + }, + "id": "_u1BLpsJRA90", + "outputId": "683e8af0-f025-4a4d-e761-37ddeef35a92" + }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "b7f8d3c47f6e4f319832c86514d40244", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Image(value=b'')" + ] + }, + "metadata": {}, + "output_type": "display_data" + } ], - "text/plain": [ - "" + "source": [ + "frames = run_simulation(enable_in_simulation_rendering=True)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "DRzWB4dwQ2f8" + }, + "source": [ + "Run the simulation loop and collect frames." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "id": "FF505lJldtb6" + }, + "outputs": [], + "source": [ + "frames = run_simulation()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "1RLam-chRLcb" + }, + "source": [ + "Process the collected frames and prepare an Matplotlib animation." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "id": "vZENQSdOOvH7" + }, + "outputs": [], + "source": [ + "anim = process_frames(frames)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": { + "id": "UFk5ys3JRRu4" + }, + "source": [ + "Render the animation." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 742 + }, + "id": "9u2LxeZd25-Q", + "outputId": "783a38df-5a6b-466b-a931-cbd7b4772b70" + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
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] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "id": "Lt7QqswIFSUs" - }, - "outputs": [], - "source": [ - "import cv2\n", - "import os\n", - "import matplotlib.pyplot as plt\n", - "\n", - "image_folder = \".\"\n", - "image_format = \"png\"\n", - "video_name = 'episode_video.avi'\n", - "frames_per_second = 8\n" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": { - "id": "5xDsxtNTGEX8" - }, - "outputs": [], - "source": [ - "for fr in range(len(frames)):\n", - " plt.imsave('{}/frame_{:05d}.{}'.format(image_folder, fr, image_format), frames[fr])\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": { - "id": "Ij0j6J-YGuzh" - }, - "outputs": [], - "source": [ - "# list of image file names\n", - "images = [img for img in os.listdir(image_folder) if img.endswith(image_format)]\n", - "\n", - "# read first image for parameters (shape of the frame)\n", - "frame = cv2.imread(os.path.join(image_folder, images[0]))\n", - "height, width, layers = frame.shape\n", - "\n", - "# create video from image files\n", - "video = cv2.VideoWriter(video_name, 0, frames_per_second, (width, height))\n", - "\n", - "for image in images:\n", - " video.write(cv2.imread(os.path.join(image_folder, image)))\n", - " # delete the image file\n", - " os.remove(os.path.join(image_folder, image))\n", - "\n", - "cv2.destroyAllWindows()\n", - "video.release()\n" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "hdxekqXFI2GF" - }, - "source": [ - "Or include the image saving in the simulation_run" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": { - "id": "WtnYQ4MZI1TY" - }, - "outputs": [], - "source": [ - "def run_simulation_with_save(max_steps=25):\n", - " env = create_flatland_env(DummyObservationBuilder())\n", - "\n", - " env_renderer = RenderTool(env, gl=\"PILSVG\",\n", - " agent_render_variant=AgentRenderVariant.AGENT_SHOWS_OPTIONS_AND_BOX,\n", - " show_debug=True,\n", - " screen_height=750,\n", - " screen_width=750)\n", - " obs, info = env.reset()\n", - "\n", - " offscreen_rendered_frames = []\n", - "\n", - " for step in range(max_steps):\n", - " action_dict = dict()\n", - " for a in range(env.get_num_agents()):\n", - " action_dict.update({a: RailEnvActions.MOVE_FORWARD})\n", - "\n", - " env.step(action_dict)\n", - "\n", - " plt.imsave('{}/frame_{:05d}.{}'.format(image_folder, step, image_format), render_env_to_image(env_renderer))\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": { - "id": "tPVW0qXaJk3s" - }, - "outputs": [], - "source": [ - "run_simulation_with_save()\n", - "\n", - "images = [img for img in os.listdir(image_folder) if img.endswith(image_format)]\n", - "\n", - "# read first image for parameters (shape of the frame)\n", - "frame = cv2.imread(os.path.join(image_folder, images[0]))\n", - "height, width, layers = frame.shape\n", - "\n", - "# create video from image files\n", - "video = cv2.VideoWriter(video_name, 0, frames_per_second, (width, height))\n", - "\n", - "for image in images:\n", - " video.write(cv2.imread(os.path.join(image_folder, image)))\n", - " # delete the image file\n", - " os.remove(os.path.join(image_folder, image))\n", - "\n", - "cv2.destroyAllWindows()\n", - "video.release()\n" - ] - } - ], - "metadata": { - "colab": { - "provenance": [] - }, - "hide_input": false, - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.13" - }, - "latex_envs": { - "LaTeX_envs_menu_present": true, - "autoclose": false, - "autocomplete": true, - "bibliofile": "biblio.bib", - "cite_by": "apalike", - "current_citInitial": 1, - "eqLabelWithNumbers": true, - "eqNumInitial": 1, - "hotkeys": { - "equation": "Ctrl-E", - "itemize": "Ctrl-I" - }, - 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} - } - }, - "nbformat": 4, - "nbformat_minor": 4 + }, + "nbformat": 4, + "nbformat_minor": 0 } diff --git a/notebooks/simple_env_creation.ipynb b/notebooks/simple_env_creation.ipynb index 3baf287d..b300204a 100644 --- a/notebooks/simple_env_creation.ipynb +++ b/notebooks/simple_env_creation.ipynb @@ -3,8 +3,6 @@ { "cell_type": "code", "execution_count": 1, - "metadata": {}, - "outputs": [], "source": [ "import numpy as np\n", "import os\n", @@ -25,13 +23,13 @@ "from flatland.utils.rendertools import RenderTool, AgentRenderVariant\n", "\n", "import matplotlib.pyplot as plt" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", "execution_count": 2, - "metadata": {}, - "outputs": [], "source": [ "width = 30 # With of map\n", "height = 15 # Height of map\n", @@ -41,13 +39,13 @@ "grid_distribution_of_cities = False # Type of city distribution, if False cities are randomly placed\n", "max_rails_between_cities = 2 # Max number of tracks allowed between cities. This is number of entry point to a city\n", "max_rail_in_cities = 6 # Max number of parallel tracks within a city, representing a realistic trainstation" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", "execution_count": 3, - "metadata": {}, - "outputs": [], "source": [ "rail_generator = sparse_rail_generator(max_num_cities=cities_in_map,\n", " seed=seed,\n", @@ -55,25 +53,25 @@ " max_rails_between_cities=max_rails_between_cities,\n", " max_rail_pairs_in_city=max_rail_in_cities//2,\n", " )" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", "execution_count": 4, - "metadata": {}, - "outputs": [], "source": [ "speed_ration_map = {1.: 0.25, # Fast passenger train\n", " 1. / 2.: 0.25, # Fast freight train\n", " 1. / 3.: 0.25, # Slow commuter train\n", " 1. / 4.: 0.25} # Slow freight train" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", "execution_count": 5, - "metadata": {}, - "outputs": [], "source": [ "line_generator = sparse_line_generator(speed_ration_map)\n", "\n", @@ -97,24 +95,13 @@ "def test_waiting_no_transition():\n", " env = get_small_two_agent_env()\n", " env.malfunction_generator = NoMalfunctionGenerator()\n" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/dipam/aicrowd/flatland/flatland-master/flatland/flatland/envs/rail_generators.py:351: UserWarning: Could not set all required cities! Created 1/2\n", - " warnings.warn(city_warning)\n", - "/Users/dipam/aicrowd/flatland/flatland-master/flatland/flatland/envs/rail_generators.py:262: UserWarning: [WARNING] Changing to Grid mode to place at least 2 cities.\n", - " warnings.warn(\"[WARNING] Changing to Grid mode to place at least 2 cities.\")\n" - ] - } - ], "source": [ "env = RailEnv(width=width,\n", " height=height,\n", @@ -135,13 +122,24 @@ " screen_width=800)\n", "\n", "env.malfunction_generator = NoMalfunctionGenerator()" - ] + ], + "outputs": [ + { + "output_type": "stream", + "name": "stderr", + "text": [ + "/Users/dipam/aicrowd/flatland/flatland-master/flatland/flatland/envs/rail_generators.py:351: UserWarning: Could not set all required cities! Created 1/2\n", + " warnings.warn(city_warning)\n", + "/Users/dipam/aicrowd/flatland/flatland-master/flatland/flatland/envs/rail_generators.py:262: UserWarning: [WARNING] Changing to Grid mode to place at least 2 cities.\n", + " warnings.warn(\"[WARNING] Changing to Grid mode to place at least 2 cities.\")\n" + ] + } + ], + "metadata": {} }, { "cell_type": "code", "execution_count": 7, - "metadata": {}, - "outputs": [], "source": [ "def show_env(env_renderer):\n", " env_renderer.render_env(show=False, # whether to call matplotlib show() or equivalent after completion\n", @@ -155,16 +153,24 @@ " step=None, # int step number to show in image\n", " selected_agent=None) # indicate which agent is \"selected\" in the editor):\n", " plt.imshow(env_renderer.get_image())" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", "execution_count": 8, - "metadata": {}, + "source": [ + "print(\"Initial positions\", [a.initial_position for a in env.agents])\n", + "print(\"Initial directions\", [a.initial_direction for a in env.agents])\n", + "print(\"Earliest Departures\", [a.earliest_departure for a in env.agents])\n", + "print(\"Targets\", [a.target for a in env.agents])\n", + "print(\"Speed Counter values\", [a.speed_counter.max_count for a in env.agents])" + ], "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "Initial positions [(7, 7), (7, 23)]\n", "Initial directions [1, 1]\n", @@ -174,53 +180,55 @@ ] } ], - "source": [ - "print(\"Initial positions\", [a.initial_position for a in env.agents])\n", - "print(\"Initial directions\", [a.initial_direction for a in env.agents])\n", - "print(\"Earliest Departures\", [a.earliest_departure for a in env.agents])\n", - "print(\"Targets\", [a.target for a in env.agents])\n", - "print(\"Speed Counter values\", [a.speed_counter.max_count for a in env.agents])" - ] + "metadata": {} }, { "cell_type": "code", "execution_count": 9, - "metadata": {}, - "outputs": [], "source": [ "def show_agents(env):\n", " for agent in env.agents:\n", " print(agent.handle, \"Position\", agent.position, \"State\", agent.state, end='\\t')\n", " print()" - ] + ], + "outputs": [], + "metadata": {} }, { "cell_type": "code", "execution_count": 10, - "metadata": {}, + "source": [ + "for _ in range(max(a.earliest_departure for a in env.agents)+ 1):\n", + " env.step({0: RailEnvActions.DO_NOTHING, 1: RailEnvActions.DO_NOTHING})\n", + "show_agents(env)" + ], "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "0 Position None State TrainState.READY_TO_DEPART\t1 Position None State TrainState.READY_TO_DEPART\t\n" ] } ], - "source": [ - "for _ in range(max(a.earliest_departure for a in env.agents)+ 1):\n", - " env.step({0: RailEnvActions.DO_NOTHING, 1: RailEnvActions.DO_NOTHING})\n", - "show_agents(env)" - ] + "metadata": {} }, { "cell_type": "code", "execution_count": 11, - "metadata": {}, + "source": [ + "for _ in range(9):\n", + " action_dict = {}\n", + " action_dict[0] = RailEnvActions.MOVE_FORWARD\n", + " action_dict[1] = RailEnvActions.MOVE_FORWARD\n", + " env.step(action_dict);\n", + " show_agents(env)\n", + "show_env(env_renderer)" + ], "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "0 Position (7, 7) State TrainState.MOVING\t1 Position (7, 23) State TrainState.MOVING\t\n", "0 Position (7, 8) State TrainState.MOVING\t1 Position (7, 23) State TrainState.MOVING\t\n", @@ -234,8 +242,8 @@ ] }, { - "name": "stderr", "output_type": "stream", + "name": "stderr", "text": [ "/Users/dipam/aicrowd/flatland/flatland-master/flatland/flatland/utils/rendertools.py:399: UserWarning: Predictor did not provide any predicted cells to render. Observation builder needs to populate: env.dev_obs_dict\n", " Observation builder needs to populate: env.dev_obs_dict\")\n", @@ -244,6 +252,7 @@ ] }, { + "output_type": "display_data", "data": { "image/png": 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", "text/plain": [ @@ -252,33 +261,29 @@ }, "metadata": { "needs_background": "light" - }, - "output_type": "display_data" + } } ], - "source": [ - "for _ in range(9):\n", - " action_dict = {}\n", - " action_dict[0] = RailEnvActions.MOVE_FORWARD\n", - " action_dict[1] = RailEnvActions.MOVE_FORWARD\n", - " env.step(action_dict);\n", - " show_agents(env)\n", - "show_env(env_renderer)" - ] + "metadata": {} }, { "cell_type": "code", "execution_count": 12, - "metadata": {}, + "source": [ + "env.agents[1].malfunction_handler._set_malfunction_down_counter(100)\n", + "show_agents(env)\n", + "show_env(env_renderer)" + ], "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "0 Position (7, 15) State TrainState.MOVING\t1 Position (7, 25) State TrainState.MOVING\t\n" ] }, { + "output_type": "display_data", "data": { "image/png": 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uUkoL+AXgCeAc8Fkp5ZlrlW/raMb0SIwuH7plcmT8PPlSHtW0qJgGT108zFIhh207fOVLT/KWt93LM8+8SsDXyH17PkTQFwUBrU0biHpiNEe6CAeShMNhBjZtZGx2BF8ozIP7P0w02ABAc6qXuC9JQ7CNWKiZDf09FAsG7/jhHeATPLj/w6Si7QA0JjpJBptI+ppIRtp5/L1v44d//CHueKQVbyzL+fGXKehL7Op/COE43DP4bjobN4OASqXCk088R/t9/UzkF0mXcxwbv0AIhWKlzGhmmleHXEvpXe9+CwcP3sY7f+A2ZDjP7TsfZ7DjdoQQBAMxWlN9hJUwbcl+hFDw+iUdWw0ujR9mZPoklyYPs3vjW1Ckys62g+zqexAQbNo8wNvf9zDh3gRTSg7Ttnhl5BTCtrB0nVylwJPnDqGbBsFQgEQiweZtvfTs9tLfvZfbt70bTfWgKhrtzYOERIi2RD+OpfClL36NwZ1Rvvmtb3L3O1sQ3jK/+eu/TVO0m5ZIO/dufj9+bwjbtvnKl77NI2+7j+889QovvzzF4+95F88+9QqZdI7Wxn6inhhNkS7C/gRf+eITdPQH+M6z32Zs+hLeaAUcLwNt+wlofh7Y8gESYXfa/uQTz7Fr91YuXhohFIrQ0bCH//x//zKKImhIdJIMNpL0N5GKtPHcM6+geAucHTpKIFHh7sfa+OCPv51HH3pPFbv30NGwCQQcee0kfr8foQpOnhymMN/Ib/zWr5JKJYiGG2iKdxJVozQn+rhwboh8rkRzawOKqPC2hx/ll//Nz9HZ1UYoEKcl1UtYCdOa7Gd8bJqjx44QaCjx9W88ScGc4sADnezZ9BYUqbCz/S529T0ACOZmF3j2medo6VN4+fALbDoQZMe+Hv71v/oVfGqAzc17ODDwKIpQyWbzfP1r36J3a5Cv/OPXSBdHaeuJ8R//3f9NxJekJ7mRgxsfR9O8OI5DIBXEG/IytjjLf/71XyYjSrzvR96OYllUDJ3vXDzMUiGPlNDY1EBnTw+Xp85z/MQc737Pu3jmqZdXYRelOepiFwoFsNV5Dp36FuniKN5oBSH99LftJVjFLh5uBsARkmRXkrGZGWLNCc6PDvGBn30PIaFQ0nWOT13gwtTyyoNg5+4dzGUW2H1bC7/127/Gz/3Cj7Jj5xYS0VYaIq3EvUkaY91YlkVrV5hXT3+T0ckLPP3ky/zyv/8QDx38QaRtceeGd9DXshuBoKLrNPY3UiqX2bhvkJ37tnLnYwfZ0N5KqVJhOr/A8xeP4zgOlYrOrl3bkarGeHqIbZsP8CMfeh9CCPzeEG0NGwiLEG3JAWzLId6VxMHB8Dp84Ecep2lLCwf2b8fUKzW5MywTy7Lo7G7i8uSrnB97mUx5lI6+BP/h37rY9SU3udipXm6W3hBXyNdLG7b2yv2/eg/GrMNvvP8n+YcT3+aRtq1EDZ1yewt/8vRnuLttLz9wxwMIIdzpz/hl7EKe1KadzMwPUbZyNCV6KE1MEGloI5RsAtxpT25ugsLUGG27DzIzP0xBT9OY6MScT+P1B4m1dNXKFjPzLF08TedtDzC/OEq2NEcy3oaSN3BMk1TXIAjJlanTjI4fRZQsJoujtHdt4rZN72b42NP0brkDfyQBQLaS5yOvfopLFyZ5y8Y72NzfzfHLl7jPF6Zl2z7+/sJ3OHVmhF977MdpjLn3WLbJ2EvfpuvAfZStMrNLIwQCYRKBZpaGztG+/TaEUMgWFjh+9hv4pIfp+SGskODRO36OhfHLBISXpv6dgMR2bP729Nd59tQxmmQDv/jO9/E3r3yD93dsIxKOckZm+dTz3+Inb3+cAwNbAHCkw/TpQ0Qb2vA2NDI9dxmpODQneli8cJqWTXvw+AJYlsHRc9/ENitkZ8aZdeZ58LYPE/LEWbxwgg37H0Gs2physbuEXSyS2riD6fnLVKwCTYluSuMTRJraCCWakFJyZuh5MpkJ9KU0k/o4u7e9lQ2texg98gyDB96K6vHW1bsau7nFUXKrsJOWSbKzit3kKUYnjlWxu0J71xZu2/Q4w8eeonfLnfgj8ZV6AVMvM3HoaXoOPkKuuMh8ZpxIOEFYjZGfvELL5r21PR/LNhl96dt0H7ifslVkZukKwUCYhL+JpeHztG93X9bZwjzHz34Dr/QyMz+EFVKq2F0koPhp2rCj+nQolrMcOfM1vFJjbvYyRZ/Jowd/jsLiLBRKtG85UONXN0q8dvprqBIWZobJKDnecvBnkBWT0tQY3bvvQwCOlHx75BW+ePxpzDn4jff/BJ85/iRvbd9GRDcotTXxJ898lvva9/He2++vyd3i2CWc0nrYjRNp6iCUaHSxu/wcmewk+tISk/oEe7a/lb6WtdgNpyf401c/y/TlNL/w8A8wYy7g1zUGdZ3Untv5oxf/HiWr8R/f9SG8mgcpJZVilpkTr9Jz8BEWM1OkC1PEo034DI1KdonGDdsQQjA1d4mLIy+i6YLJ3AiJ5nbu3flBrpx+kfbubYRTrQCUzAp/cvjTnD43wm3t27l/7x6eOnWEt0YaaR7YzlfHD/H8kZP8p3d8mK4G16BwHJvRV75D+47bMVXJ9MIQPr+fhlA7CxdP0bHzILaU/O2pf+S50ydoppFfeMd7q3K3lUgkziknzaef/xY/dfA97NuwmYpR5Mjpr6FKwcL0MBktz1vv+Bmcik55aoLu3fcCXL3mfkRKuW89vfrPtqG6mhzp0KAF0EMKo+kZxjIzjIU7uH9wG0NmGls6VEx3bVsId3faH4pSLpc5e/kFnj/yWUTAIZlo4/4N78fjC9bqFkLgC0SoaD4ujx3l2y/9H6TPIhZL8eDGD+ILROrL+kNoXj8TM+f5+rN/ju0xCEWjPLj5QyTDTdUtbkF36zYWFye4sniIewYfI9W9EZ83QGOym9X7/EWzTNQToNEbxLJtLixe4cLUGO+65514fD4M28S0Lczq+iWApnrwhaKUK3m+9uLHWMxPoEU0bht8F72JgdqGcCzcwGD37Tz72t+wo/V2Ovr3EfTFaEx1o+fSLCsHwzZREDRqAUKKn0uL41xZmKLQs4eOhhaMmQVsx0a3jBoPilDwhxPutPvo5zg3/BJqWNDTuoMDTQ+hah6XV83LjsEHeeKFj5IMxXjHxncTT3W5FlFwZVNudR/7gzHKZZ0zl5/jhSOfc7FLtnF/3/vxeIO1clv67uKZV/8agzJv2fFhku19eDx+4tHWdev11rA7x9ef/Yt67EKrsGvbzuLSBKOLr3HPxneT6hrE5w3QcBV2bmnweLx4A2Gy+Xm+8syfUDCX8Ia93L35/bTFO+o28zXVgz8YpVzJ8Y8vfpSl/GQVu8foTfTXysbCjQx038Fzr/0NO9vuoL1/L0FflMZUTx12AKFAjK199/DtV/43m5p20DNwO9FgCr/0kdfr99N83iDbBx/gWy9+lO54D3duvJtYpA3HbyIXMyz7RznSwbRNGrQgRlDlSnqGsfQM45Eu7h3YymVjCdux15W7iq5z5tJzvHB0Gbt27u/7Aby+wAp2G+7m6Vf+GoPKdbErGmWS3hB2wGSpmGeoMIGaU7nntgcwpIPlWEjT9ZKp4ewN4PEFmVsa5atP/zEGJfzRIPdv+SCNkZZaH7c2DZDOTHP20ne4fcNbaezZgs8bpDHZgyJWHBnKZoWg5qfR4/J/YeEKF6fHeLx/D/5gyJVRx8K0VmRUUTV8oRiGWeaJl/6G6aXLaBGV3RseYWNyO0IoGFYFRSiu3Kl+Li2OcWVhimLvXlfupmexHYeKaQLg94bYPvAA33rpY3Qne7hz8G5ikVYcv8niYrbqpXR9r7jV9KZQ7jF/mF/e9zj+aJKL+SnKps5oZhEtEuOVk89h2hYvXzzF23bdXrNuPcEwSqNATecRQkFKG031EG5oweML1dWv+fyEW9op6nMoioItJarqIRhvxBeM15VVPF6ibd3kRAlFVbGkg6po+CNxApFVXitCMNC7H2V2kYa2fnw+d+c73NyG5l95ubSEG/mZPe8l3zlLuLmNP3/tH1jIZzD8QUZzs1zJTpEpFnjxwkneV7WQAKJt3aiaF011rRWBwOPxE22v905IJTvZ0Xw7DbFOojF3tuINRVC9K1atX/Pxga1vYSm+kVhzJ0+OvkrZ0JmtlOn1KLw2fRbLsXnq9BEO9G/F53EVdzDRgFDV2lRQSommeom1dSOUFeHwegLsGXyY0pURks29NSsv1tEL67iHeUJhFEVBS2drZTXFQ7ihtQ47IQQ7Nj7I5JHnaGjvd18o1XqVVV5Gy6RqHqJt3WRFEUVZwS4QSayD3QGU2aU67CLN7Wj+wJp6EYJYey9S1dA0DWk4KELg9QWJNHeuKR5tX8bOe13sGpKdbG++nYZYB9Ho+tgtUyzaxO7OewiJALFEGyDdcd3csaZsKBBjT9+DiGyBREOVP80dU8toqELhLRsOcluoC380yYX8BGVLZzSzVJW7ZzEdi5cunOKtu26nIRp3+QtGUBUVdWkVdqqLnXYVdjs3PcDkkedpbO9HuQZ2W5s20O1PYG7VscMBnn/+COaSRI0lOTF1kqVKjsxcmTPjw+zbsNmtW9WIdfSgK6CqGtJy3SJ9gQihxIqHjQB6OndiTk7S0LyBYMD10Ak1NKNWxzhAMhDjJ3c9TrZlgnhrF584+RUyxTxFVWO2kuXC0hVKeoVnzx6lt7kVRSggJdHWTjRfAI/mAaRrCGg+Yh09AAQ0Hx/Y+lbS8U3Emrt44srLlKpy160Kjkyfw7Rtnj79Ggf6N+PVPISCcfb0PYDIFtfB7uYVe/W2f34SCBraegDoUSWPx7rp3biDxXIW27Fp8wQwg36G5iZpiMbdt3cgBIEQm+IpImqEmctH2bL3cQK+6Bq3SM3nR2tspUc28667fo6xk8+zZd/jhIOpNWVVzUO4uZ2QlDx+7y8xdPhbbNr3TmKrLAKXZ4iGG2hu6K+77o8m6upThCDgDxHo7MORDg81b2VrMUgsFOb89AhNvigibDGbWSJfKRENuAISaelAAo/e8zOcfemrNPVtpr1zV90SB4DX46e9bSu2Xq5vr2/FNUwIgUf10Nw1AMCuhn5IjbCtawMTuTmCmo92bxCBYHJpnt6mVoQQBOIpAO7Y9TjNnkbMSo7BbW+pWe21NioKbc2DTM8sW5yulRdMrOt+uwq7JBE1wuzl42ze+1gVu1XjQggakp2Uom11wzqYaFi3XtXjXYXdLzL02pPXxa6pYUOdwFyN3QofCpHWTqSUvPPeX+T8S1+hc8cdNDdvXIMHVLGT8PYadlto79y5LnYdrVtxjErt2tXY1a5rXtrbtlKcm2LZqlc93rqlqVo/qBrtrZtZKq0EhCuqWsPTbZNAE9qK3CltvDvaTd/G7SyUMlW5C2IFAwzPTpKKxFy5C4Yg6GIX1SLMDh1n855rYddFKdpWx9vV2ClCIRprgBjotsk7Uxsh6ceSNnPFJdq9UUIRH8OzU+zqGUBTNRRVJdLSSVhKHr/vl7nw8tfo3/MIqWTXGnkOBWK0Nm90FXKVfOFoXRl3vdyPv6sfKSX3Nm2hs9OkOZHizOJlGrwRnGCFdDFPupAnFXFfEuEmt22P3PkTnHv1G8Sa2+juva2GsxAC7yq5293Yj5K6wrauPiZys4Q0H+3VVYbJpXl6Glur2G25LnY3S28K5b6aEv4omwIJOppaUXx+fmzXY8yor5Hq34Z3HatKUVTa2jfjLRiEAvHr1q0IhebmfkRblkhofQWxTEIIGlJd2B27iEda1rVAwZ1BrLZib/T8/kgLqWSJsD/IPV172R/potg8T6pvEx61Hg4BBAMx+nr3EUo2o17jOarX97re6W3hBoxwktZEikYnRs+udzPrPU7L9v1oiromusKj+eju3U1pYRavZx3LFkAoeEMR1oZmXJtWsLOui503HH1d9QohaGjoviF23mB4XeV8vXqjkRS93XtJxLuvGaDklnWx6+3ZRzh1Pey812JvDSmahicQvHFBQKgqnmB43SC19SgZiLExkKCzqRXF6+PHd1blbmB7bbmlju/Xg91NNtCnedkYbkINhAl5A7x704Nkgt0o2wNEGlvX9KEQgni8lZ6u3SRj7dcMcNMCIRT15lSdEILeSDPBeBPxYJgDvm3sjHaQTozSNLijLi5lmfy+MH19+/D4AqjXeU57qAEznKQlnqLBidEbaV5X7oTy+rC7ZlveDBuqu/dsk089/4Xad6OQwxMKrwQbSQeW/16ntdJ2KMxNEWldO0VdQ44kPzNOpK3rxmWlJD89QaS185q9LG3HVRA3iYJjWtimjidYncJK9zko166gtDiPNxhGC1xDsTpVDK9Tx9XljWIebyRaz4MQ12yHValgFHIEG5rWLyBBOq+vL+AmsPsn1vtGYLfMT3FumkCyAcXjuWHx0sIc3nBk/eUeeH3YObI6Vm6C59fbb9KVO28o4vJyE2NC2g7FuSnC3zPsBFalhBAKqs9XraOq4q4TIp2fmSDc3HbNF7W03Ujrm5UPadtYlTKeULj2jBvJaCWTRtE0vOHINcvctNzdoN8UVKKBHsQNNlTfFMp9155t8tvPfAZFUW/wkhcEPa0o3+sJhxvP/P0ru971/7fx8EbS97sv/jnKfq/7+ntR3/e7jmuNQa5x/f9N8vEGyp0QAlXzL29yv7m9ZdJLGd77rp/kE3/7kVqotm4ZlAydRLD+TagKD4q4scX0ekkib5if5Xtadr0ZyBvIA7C2/DV4WLfsevXKmy+7XP772sdv9rLfzZz7GvXCd4ndtaz07zd232f5eKN4gJuXu5ut92bpTXFYh9frZXh4lKVctnZtJr9YDYP+/vDwve7YN5xeB7/Lbmz/nGWXy/9zl/2XTLew+z7Q62D3dfXxG9APbwrL3efzkisVeeH8SXq7OkDCUHqc41cu8sCmfSyVcjSE42jrJPFapmVLREpJLpclvbiAqnmwLBMhFIQisC0Lj8+PXi4RCIYoFQsEQ2HKpSI+fwBDr+DxeHEcG6S7gWUaOj5/gEqpSCAUplws4A+GqJRL+PwBTEN33bFwAxs8mgddrxAIhCiX3LLlUpFg9R6vz+/ypCgIoWBbJl6vD71SxhcIUi4VCIYi7nMCIXS9gsfrwbFtpARV07AMfaUdobDbjmCYcrlYxxNIHMdB1TwYVZ5KJbfNpWKBQCiMXirWeFKEAoqCbZp4fT4qlRKBYLX+UIRyMY8/GEKvlPF4vNjVflJX9VO5VCQYilAq5uv61jT0aoY7gW3beLxe9Eq5DodSsUBgdf22VcWuypPfT+Ua2Jl6Ba2KnbyKp5vHzouul9dgFwiG0GvYWQhFVPPemHi9fiqVEv5rYefxuHl/kCiKusJTuUggGK72V30/LW/KObaN5lkZT2uxK+H1+b4L7CSq5nmDsFvJrGi9gdgBLk+e62BXKeP1+lzsVvPkWwe7UgG/P4RuVNA0Ty074zJPXp/bjuC6cmegVjdcHce+ttwFw+jlEh6fD7umnxQc2ySeSBGNRFFU9bob9jdDbwrlPjM3T6gnymf/9ku8++B9jOZnmMsvUijmqRgGT198jUc23U4qHF9zb235UkouXjhHxTDRVBW9XCASjWNUyihV9ym9UiaMIJ9No2ke8tklPF4f+WwaIRQK+SyBYBjLNECCx+ejVMijKAq5bBqP10cum0bVPLV7SsUcXq+b6dGyTPyBIIVcBk3zkMum0Txe8pklNI+HfD5LGKiUy6iqusJTJEoumyauauQyaTxeP7lcBkXVqjyFsEwDKcHr81Eu5olUedKq/Hs8XvLZjMtTIYfXt5YnVdPIZ9N4vT7ymSpvuSzhKFTKJVRVQ1VVKpUSYREjn82gebzkMkt4vX5yWXfTqJjP4Q+GsC0Tx3Hw+vzVflLd+n1+cpkll6dcBiEEpWIBT9Vtz7IMAjLs1q95qvX7argU8lmCwTCGoaMoqstTuURYVLHzLGPnreIgajxZpomUq3m6HnZ5PF4fSIllmviDoetjJyW6XkFRlrErEY5APptGXYVdvopdMZ/FHwyRz+dYWFwiEAzhVQWphibSi0tksgVmZ6doaWlFRdZ48np9LnamUeNpfewyhKMx9Ep5pZ/qsPPV+jaXTVd5ug52mfWxK5cKaJoHEFimQSAUvmpsXAs7BVXVatjlMjfAzjKRV/G0FrtV48nrBQmmaRAIhq/CzrPCUy5DMBzFqGK30k9iLXbZDIqiUsxl8QeqPK0aT9G44srbarnLXcUTuP0UWOFp9T017CLR6nhSUBSVcrlIsVjmYrFAU3MLPT29K26V/wS9+qZQ7vHGGPt/8W6sOSjZOs9ePsq9zYPsHYiyoKd5dew0IYK8a+/d69wtKeTzTEzPYJom0YCXppZ25mYmiMXjlEoeNE1DUTXKJY1YIoG0KqRSScxKgYZkElsv0pBKoGITjsYwdB2kxBcI4FEgkUxiG2X3nnKehlQSxyyTSibwqBK/P4gjJaahEwpHUaRFKpXEqhRoSKUwKwVSySRYOrFEnJJXQ9M8qKpKqaQRS7i/NTSkqve496aSCRRswpEohq4jkfj9AfIKJJMJbL1EQ5WnVKrKYzKBRwF/MIDjSKzVPCWTWJUiqVQSo9oOaVaIX8VTuaQSjSeQlk4qmcIs5WttTyWTKNIiHIlhmgaObeP3B/EokmQygaUXaUglMYpZlyezRDKRwKspeL2uB4Rh6IQjMYRtVustVPFwnyMck0gsTqVURNFcvkoelVgygTQrpJLVe5KpWh9owiEUiWEYOtKR+G+AXTKZwKOCzx8AKTEMnVAkiiLNVdgl67CLxhMrPKkqpZJKLJFEWjqNq7HTq9hJk3LFwLIdujvbiUVj6JUS8VQDwtFpaG4n4AHFFyK9MEdrqw+viuvyu8xTOLI+dskEmBV3PBXd4CpV0ygV1OoY12lIJjFLOVLLY7A6xkPhCKZlutgFgmiKdNt8FXaOWSaRSFD0qLUXcx12ycTK2Ki4Y2MFOzcIUPO42MVr2KVq2Dl6iWTSxS4YjmKZBo7j4A+E0IQklUxgG8U67KRZJpFM4FVF1TVaYuguT/XYpWr9hW242JXd4DbN46FUVIlXdcFq7Gy9QDKZRMUhGI7U8eSO8WS93CWr/VTjyY1RcHmKIqTpjtfl8VTOk0omwKoQTVTHU40njWg8yezUBBI4fuwofX29xBOv38cd3iTK3bQtgkKjKByGFiYYXpxkY7CVO7r7GbPLGLZJrlRcd0NZOpLz58+jKZKBjVuYHB2iXC7iOA6mZWFZFhJQpJuX2jRNLMt2P20bo/rdMK3q79V7pESpXauWNdxPs3bPcl0WEllfr7Fcv4G9zvMkwlW+q3kyrr7XrOcJWfvbMK36suvc41ruq/k0satl7eXr9nL97pTYAcxV/JqmsdLmVW03TdNNyWrbmJaJWa3PXuahVtZxP00LRVGrPFn1ZZb5t5Y/rVr9Kq632Goc6nirPtes4mBZFtJxME3PutgZprmCh2WhmiYSroGdWYddHU/OCt4rfVnft5lsjnyxTCoewevRyKQXUVUNyzSxbYdsehHp2IT9HpYcm4mpaVLxKIpl1fppGZs67Gx7Bf/qp4udqO/TqzAzTMtNdWFaWLaFY9mY2kq/17XjKpyXXZFX+vTqvnUwVo0V07JQpBswX4+3serTWRlP1irsrNX8O/Vj23ZxNm0bUQ3bX13/1fwbq3g1LQtFkTW868ssjz1nBW/LwjItHOmgWmvL2lX5XtYBpmUhTKu+n6yqDlh1z9UypCquO6RtO5SLBbxeL4lohNziHJNTM0Si8ephJq/Pfn9TKPe4P8Iv7niUQKyRCWORglFmKL3A/XsO8trpr2M6Focun+XRPXcS9a3c5zgOExPjJBsaCPo0psaGQVG5ePEiQlHJl4za+rYiFEzToFgxKRULGM40hXwBS05TzOepmBJdL5MvGzi2+0LQtDyGXqFk2JSKBUw5TTFXwLCnKZUKVCyJoVdQtSJIsB0bT6GEXimhW1DMFzGcaYqFIgYzlIsFihULyzTqeCpUDMrFIhXbLWtNTVMsFDDsWSrlEvmSXst77vKkU9ItSsUiplzVjkKeiumg6xW0gsuT49hohSJ6uUzFhlK+gMk0hXwRc2qaUjFPSbdX8SQwTZNC2aBccttayBexp6bI5woYzkyNJ8d2lZCmFTD0CmXDdvlninzebUepypOhV1atkVp4i2XKpRK6jcv/9DTFXBHDmaFcypMvG+56ZPU0I9MwKOoWpWK+HrtVbV7hCTRPEb1SdrErrMWuvBo73INgPMUSevn1Ybc8nq7GrlAZZ2pymkQiwVI6izG3QLFUxuvzkS8b5PM58rlRfF6VTN717V5cWqJQKBCNxdzxZFt4C2Uq5VI9djkX91KxQFFfZzytg11hNXbFVdh5CuiVVdhN1mNXrmGnAgLbtsgVK5RLRXR7ehV2BQx7hnKp4I7Xm8IuR9mw3b2JUqW2r7SMXfla2JnL2FXHk+WOp8rNYrfMUxU7vQ67PBUbd028uMyTg+YpYtTGU7GKQwFDzlBe3U+rxlO2UEZfF7uZNdgJhPvCM3WaGhqYn5lkw+AmZmZmOHf2NFu2bFs35cb16E2h3BUh6O7bCoBTUHgw3MqG7gEWy1nSlTxxxYsuJZdnxulKbK29wCzLYnz0Csl4BE2GQShMTk2zoX+AltY2NFWruiNVb5DS3bhwbBRFrf8UiuvupYgVNzEEjpQoy/eoqnsk26p7peOs7HRfq/7qMW7udwXpuG/q5b0C9x7HfY5to2irn+PmMVntViUdl0/Hdq4quw5P1fZL6ayUUVUc6yqe5HX6ybZRVRW71g73+DspJUhcXhznGmXX50mI+vqv3ear++kmsROieozdG4fdythYi93c3Dx+rxdN2Hi9fmbnF4jFYmzctIVgKIxtWUyMj3LlyjDtrS0YepmWpkbKlmTrli0uFlX3Q+fNhN069V93vCL+idhd1ebvBXZyZTyti526mrfldiyP19cvd4LXh53jOMzNTHPx0gVam5uYmxpHINAN0+X3derVN4VyX00toRT7g410dvYivV5+fOfjTMmXaRjcSeAqn/disUgi1UBLSzOFXIbp2Tn6Bwbp6Oy5rmfR8i706k8p5bpnbipX36MpVWvVs/zDdet3rSNP3fX1UFpTVqvn8Wqm3LLq+mWvuscdQErNUwBA8axf/2oBu7qftKu+15dVr1uWavtWu4atwUG7CTxeD3bKVfd8j7FbPTZWl5WKJJ1J09begaoqzExPglDYsXN3baNb9fno3TCA4zjML8wx0D9IIBRmaHiYcrlCOBxe9Zz6vv3/BnZXtfl7gd3qsqvuWa/s90ru1Nchd6qq0t7ZhaIqXLp4gY2DGwlHo8ipaTKZNKlUw+tyHX3zKHex8kfLztvRfAGEquBVPQzuv78ailt/CO3c7BTlQpbFOQfHcfB4fLS0tr8RLqO36BbdNJl6hfTCPB4sFCHIZLJ0dnXjvSohmBCCjq5uZmZnWVqYRSzNU8xnSS/O1yn3W/T/LWpsamFsbIz00jz57BLFUhnL0Emlrp8P62r6rpS7EOIKkAdswJJS7hNCJIHPAD3AFeD9Usr0DStbtVsaTDbUXavljJDVcx2rP3h9ARIpL4lEHMMwKJsOqqrWrJKKNY+DiW1b2NLGo65asL/ZNtazVs+ydLBsA4/m4/VudqxXr0cE8Snxm7rflhUqztLreuZ6PLAOH6+7HoHrMoa84UkxQoBlW9UUzd8bPPxaCk2szaT4/ablcadqHgKhEMmGZhRFUDYdAsFg7ffVZT2ah2AwRKKhGVVTMaWCx+evBu9JHGlQthbWPOt7hd0bVa8Q3JTc+ZUUmri5caA7aSxZvnHBVeQ6OuhomhdxjYWN74Xcfbf9pgiNgObmbVIUhWAoTDyZxOfzoeXz2Labz17KlWXBG9H3wnK/X0q5evT9KvAdKeV/F0L8avX7f7xeBbOzC/zbX/x1fvYXPszgxr7adduxMK0KXi1Qm6atjvoyDB2jUkLFcT0mqodVL095bKmTKUzz7OG/p+gssbXvHrZ233PNqY3jODhI1OoMwZEO+Uqp7pTyZTLMCi8c+QfmCiN0t2/jwMZ3oV4jyEpKieXYaIrKcg7sfKVI2B+sS0WqoN306JDSxr7GQDctHUfaeLVAXVtN26rxAFA2dQQC/zppY9cjy3bPoPV5AitJ3YCZ+WFePPZ58Nvs3/hOOpu2XDP39FJmiude+yymWmTXwCP0t+27Jh7LBzSoVTwdxyGvr8VDYq+591r0RkZELtedXlqkUiqSzy6hqCqFfB7p2Os+23bcDcVcNo2quDEKkUikOvt0x4oty2uxMyoIoXzX2Fm2hbqqXtO20C2DsO/msk86jo1hletkFCBfWOSZw39PSabZ1ncvW7ruXrf9Ut48do401h3zUkoM041n8awyLizb5OXjX2Ji8RxtrRs4uPm9eLS1RoCK53XL3dV4FPUyHlXDq91cahTLMrAdE68n6OoEPLj50dz9BkOvkM9l0D0eCsUimsc1IF/P8H0j0g88Bnyy+vcngcdvdEMg4EdRFJ59+mWW34GWZfDC0c/xuad/l2PD30JK56q73PU3vz9IIBQmEAyheTy1zpZSUjGKPH/8s4zOnWIhO8GF8VcwbffQa8dxKJQylPV8zYqayM5xemKoVodumXzn/OGaklkm2zY5dPqrXJh4mcXsJBfGX6VUydaeW6rkKJYzNZ7zRomXhk7Wxo8Enr18lHy5tG5/SKCsG3UnvzhSUqzoOOvmYxC1fssW5vnHZ/+UL77we0wtXVrhWTo8d+kourly2tK52WEuz46vy0N93e7xbU+9+td8/tnf5dz4S7U+W8pO89zxTzOzNMTM0ghD00fdjSVcyy1fXEI33XYWSmmeO/ZpJhfOM5cZ5eLkIfdwc1wlUSilqRiFWt2X5se4PLfCX9Es88yFI3UW8JuNCoU8ly5eIBwKYNs2msdHKBIjkVx/Sq0oCh6Pl0AwRCAUxusLoNWljZWrsDNrV8/OjTA0O3EDblzsKkaR77zyST7/7O9yfvzlmiKTUnJo7CyLhdVpPxZ4beTcDZSdW6/t2Bw6/Y/8w1P/nVcufMmN7AYqeoHnj3+WsbnTLGRuLHew/vg2LYuyYdRm6mt5cF9+I5Mn+Nx3/gdPvPYXlPV87TnHzn+LM6PPspSb5NLEYXKlhVq7y5UChXK6xjO4TS7pRt2paOvxZTkWz1w8glUtJxAcmTjHVHr+ep1W67diOcM3XvgYn3/+f3Jl9uTKz8srFUKgrRoT/kCwutfw+sb9d2u5S+BbQggJfFRK+TGgWUo5Xf19Bmi+USXlcgVd19m6u5VDZ79CZ8sWstk5JubPYOolhieOsbXrbvze+g1Vx7GxbQvLNLGqEXerk9EoQqUl3k1zsIWl2VGWylny5UVSkQ7ODj3PoTNfwx/1c//OD9GS7OeViVOMjE6zta0PTVVZKmc5PHqWuzfsJuDzoQhB0OsHIUhGWtm/4WEK8zNM2zMs5CaIBFNMzJ7n6UN/h/TbHNj8DjZ1HOT03GW+fvIltrf1kwhFKJsVjkycpzfeTsDno2zo9daolBy5cJnWVIIN7e6xZBXD4Nnjp7hn5zbCgRXro6IXuHDlELZisqFtD0fPPUGxskjZzDMyfYK25ABCCOaKizxx/hWSvji7ewdxHIfTs0N4DR9b2/tYKuZIhWO1ei3L4PLYEfLGIj2tO5mYOsdcZgTdKDI0eZTB9gNoqtfN9Z7aRF9sE7PzQ2Szc1VLLshLx7/AxYlDxFONPLznJ/CoftqT/XREelmYG6FQyFI2ckQCKY6cfYKTl58mlIjw8O4fJxFp48Wx41QyFv1NHShCYaawyOEr53hg434kDj7NVzs16poDtDoedENnaWG+Fj7u8/kxTTdcXAKO7aB53HBxvz9IpVzEFwi5aQICIfRKCY/Xh2VbKNWZnWVZbuoI3U0dkctkmJwYIxjwE4/FiCcbGRsbQ1XVa84YpJQ4jl2LzrRt66oXuGC2sD52ftPPlvbedbG7NPYaBWOJntadjE+dZT57pYbdQPt+NNVLyazw9NBhFpdyvGPPnQAMpSc4euUidw3sJFcpEgtEajMnKR1Gp84wmxmhvWkQQ9cZmjqKreuMTJxgR88DhAMJFEWlJdZDc7CVpRlX7grlJZKRds5cfo7DZ7+OPxbg/p0for+hvTa+nzt+irt2biVSTW09tZhmeGqG+3Zvr+uzhfQEw1PHiUZTNEV7OHrhmzimzszcMHPZUbqbtiEExENN7O19kPLiPJPGJHOZMVLRDuaXxnjy5U9gamV2DTzE/g3vWSV3l2hvSNHX1lKVL1fu7t21jVA1QGk0O8M3z7xMT7yNgdZOLMfixPRFSgWDroYWMqUCydDKgSCGWebClUMYskRf627ODr1ItjhDxcwzPHWM7ubtV2UTro4J00SpjrObzUe/mr5b5X6XlHJSCNEEPCmEOF/HopSyqvjXkBDip4CfAvB6PYxNXubPPn6c297azsjCcd6+/xco59OUlmaJNLXXnXno1u3+z3EcHMfGsZ3qevwKeT1+Brpv4xvP/yl9sX4ObvsRguEkIDHMCoZeQhgOlmNSNMucXxxhdGqemcwiPp+HC/OjFEp5FnIZ8k6BgBJge8cGVEVjoHs/T7zwUYKaytv3/DThlDsYLMvAMEqgWJiWji0dTs5eZDq9wIWpMbb39HF2ZoRipcDE4jzhcIDhmSke2LwP14/YwZGSimWRK+tIxwTpYFo2Jd2kYpj4vV5Q3KWhQ2e+xvFzTyJCgpKRZc/Gh9FMB7/0koz1un0NnF8YZaGY4dVLZ9jR08/ZmWEWS2mcrELJrPDUhcO8Z/cDqIqCbVucHX6B5177DDLgMJ25zIM7fhSzXMDJF4imuli2QiKhJB2t23j2tU+yr+M+ujbejs8bRjo2ulHG0EvoRhHHsQkEw/R17uXJlz7K1qa99G++F7/f9ek2zDKGXsRjqNiORbqSZyg9wdJYkXSxQMXWGVocJ1vIkikWuJQepTfWTm9T/Uk/dWMEmJmeZHFpCYkgl14g2dBMLrNIJJqgXHJTIkhw0w8EghTzWaKJFJnFeeLJBjJL88STjeSyaYLhCEalgqKqqIqCrlcIhqPks0vE4ilymSVam5sJhoLYlsXM1AQoGoMbN117OUhWFbztuPsJ1VwmK3IC5xevMF/IcOjS2Rp2S6U0MqtSNMtrsDsz/ALPvfZpCEhmMpd5YMeHsUoFnGKxDrvx3CxT+QXKCxaP7LiN0fQ0k7lZ5jKLlA2dZy4d5cHB/cSCYaSUjE2f5Vsv/290isRnGnns9l9hR9fdZGdHiTS0oaqeqtwFGOg54MpdfJA7t/4IgTq5K6LoDpZdDUKybUzLplgd32GvAKGimxb5cgXTslEV11JP52Z56tAnmVkawRv18bb9P8v+wUcZvvwK8UgzIV+s2m8KfV17eGriOLbM87Y9P060qaP6PBPDKGE6JQzLXeapyZ1pkytXanJn2K7clXUTn8eLUOD0/GUWChmODl+gp7mVs9PDZMs5JvRZcnqRZy8e5fFd9yKEwLQMjp1/kldPfgUREqSL09w28BhCN9AMSTzRe+0xUdVt0nGQyuufrX5Xyl1KOVn9nBNCfBE4AMwKIVqllNNCiFZg7hr3fgz4GMDO3VvkT/+H+5DSpJhZoJjLki3Nk0i0o+RLbNv0YN163jKpmoYiBP5ACEU10EqVNUIUCsY5uOldOOkMoVgDpXIOwyqzdeBuEjJCIByluWEz04UFikYZ3TSYz2VYtNLYZYsPt2+lJZniG0deQCt62dzag6aqaJqXO7Y/zuKZY0Qb2tCNMmU9R0vTBt5x4F9Tzi3Q3X2Qsm2QruRwpGQ6PU80HuDS1Dg/1LiJru5+vjN5lJPnhtjXvZlUwM/czBny2RyezAjFnMqVGYlayVBIdBMqzTBxYYlSUzuNrc1k8/PMLQ3T37aDhewEM/PD7Op7mJA/TlO4jY7O/bjTesl8yd0Emskski3nefbiUR5pGMTfHOTC4hWev3Sc7S0DbGrvpmIUGZk6QV/HNjLpaTKZOcpWgVi0BWln2Dhwb10/Nzf2cqDjIRKxFnz+MMVSGlta3LXnfXSoTbQO7CQWcidw8VgLt294FL+jEQjHKZazWLbOvm1vo0nGSbT1kIp1M5yZpGLrFPUy6UKOk3MXafRE+NHu7QSDPl48fpwxbY6exrWHZYO7HzM3P8/c7Cw+FfoHtzA2bNPS2oJX2CQbm8llvWvSD2Q8gsaWFlTHoKWtDVWaNLW24FUl0XiKSqmIqmnV1BEFYokGfIpDU2srimPQ3NbOzMQoqZYOJmcv0NPVhec6swuhCFSPB38giKqqeH3FutN+HEcyX1xCCJjJLJAp53n24jEeaRgg0BLmwsJa7K5MHWdDx3Yy6SnSmTkqVolorAVklk0D90J132e+lMaRDkuFLPlKkacvvsbtTb3s6I+wZOR4ceQEMTXMg9v24Tg2l8YO09rUQyWbIVvMspifIJnqxJifZfvmh9xzUmtyl+DgxnchszmCq+Ru2+A9JGWEQDROc8MmjMoic9MLlHNzhEvjTJ6fo5yfwA4kyas+vNk0w+d1kqkk4aYY4zNnUT0K3YkBFiqzTM6fZ2v3ffiEh40DdxKMrSx/KULhwPZ3MnX0RaKNHVi2Sam4SCLWzDsP/gzpqWH6+u8Daa7IXXaYQkHjyrSDqucoxDsJlWaZuJim1NhGqqWR+aLrHzKVnmexlOHly6d5LLWRRGMnJ2Yv8sz5I+zr3ExnQzPFcpqJuXP0d+xkKT3B/OI4zqAkEkoRDvrp7T3ImuUWIdA0DX8giNfrxTDdiPbXS/9k5S6ECAGKlDJf/fsR4LeArwAfBv579fPLN6pLEQoP7v9XvHr08zREYyRbNpAMt+FPBJlJV665OWfo7oaqkG6osFEpV9e5V21SKgoNqW4yBYPpuct8++VPoos8LU293N75KCF/HCEEM4UFN7AAGJqbYFYuoOQUDgxsRyiQ0fPYWTe8W6tOs+OxFsqhBNnCPN968a/IlKeJJRu5e+P7SCY6URSVpXyWsqnjFQpjC7MQkVyYHOWBHXcSCYZYLKVZKuQoGRViIodSmmJpaAqPpiJwmHZUEAnE7BIxW6E8v4QIOJhRhcZkJ3dv/wGOn/kmu1oOEuvoIeCLsKnnDirZJZYHTcXSmSsu4RMqmWKeC/OjXJgZ44HmQVobWxlOX6aol1nIu2uvoUCMB/Z+iEPHv8hgchvx1l6iwQbinY0s6qfX4KCpHhqb+nB0nfMjL/PyiS8jfSYbOvawrWk/oUCy5k6gKiqNjb2UF2YZmTzJc4c/jekp09mymb1N9xEJu+euTubmEFKClFyeneDi0hhlpZG39wxiSJucXmSmsLhmPwRcq2dkZJjF+Tl27NzNzOQoxbx7erxtO9iOg2XbrmVk29WskA529dryb7ZtYVev246sfjpg21Dd+Fq+ZlU/bUeSK5bJj4ywY+dugtc6PatKjm1jVMpuwipVcSOhYytLLBVLZ67kYpcu5rk4P8qFmVEebB6gpaGFy0uXKOplFuuw+1ccOvZFBpPbibf2EgmmiHWmWNTPIIULhS0dpvJzeFAoGgaX5sa4tDDGxmALe9q6GTNKlMwyM5klJO65rPfu/SEOHfsi0gqzo+V+muI9rvzMpNekrFUUhYaGbrLFIabmLvGdlz+JLgq0NPdxe8fbCAVcuTMKM5CeYGkqQ1SolBdzTJCCsoVQ8kTxUJi4QipYwdI1tg3ci2JJpqdOc2fPozS0DxILNzDQtq82c1gmIQSRSCORcCPlSo5vv/LXzOVGCCdi3LXp/TSmelBVDbOcRSlNsjQ0jVdTEZhVuYsjZtOu3M0tIvwOaV+ZdCWHX9GYy2a4MD/K+ekrPNzcT2OigVfHh8mXS2RKBTppJh5p5r5dH+TIqa+wrXE/0fYeQv4Yg923kZseY41ix13+0vUK+WwGj0ejUCrh8b5+b7DvxnJvBr5YteA04FNSym8KIQ4DnxVC/AQwCrz/phjx+IhGmxBLWQYG70QoCtJxCCSbrull6A8E8fsDxOMxdMPAsKnzBFgmRdPwR+NMZqfJ5GdRAjCXHUUOevFVT3Xf0riBn9v+TkpdeWJtHfzZoc+izzsEH3iMU/OXyFbyZBd1hmYn2NrpevQIIfDHUhRLGRbS49iqSbowTcku0NTklmkJN/Azux5nPj5C64bNfOrsN5hYmkc2tDBbyTCRnyNXLnL8yiXifQeYKCSwrBkcqVC2TTy2icfrp+xYaKaFLxhgIhdBaQgRBoLhJAHVTyrZSXvHLgBUnx9fZEVB+DUvP7z1bYxrJ2js2sTRpQvkygVmbZueSJgzF4ewHJvDl89w28AWd9ffFyIcTBK2/WzYcDtCCGxMAomGdfHQfAEcVWVubJRCKY0qBDPpYQ5seDuqt96jQ/V48YajLKTPkC0soIYEs5kRPIOPuQcwA/vattDqeLEHwJdK8OTEy1TKFpG738bz40cpmRUys5NMLM6xtb2zVreUkmw2g2U79PX1MTU+jD8QYnh4iIpuUDIkxUKeQsVEr6wKYbdtvJk8lXKRgm5TzGUomVDIZyibklKxQLZQxjINFMVN0WoaBpl8uRpKblPIZ1H9C3R29xKNRAgEb+xxomoagWCYREMjmqpiWLLOH96vefng1kdXsFs8T7ZcYMZ26A6HOVvF7tDls9w2sBVNVavYJQjLABs23OG6JcoqdsvPFQpv67+LbcQJ3tbCoiiS00sMZRa5a9dtnDz7LSzH5viVS7xj753EgmFU1UMs1ko5f4WBwYM1Sz2YbFp32UnRPPiicSYyU2TycygBmM+MwqAPXyQBwGIpRLoUxpFFrEoZQ3UIagqWrmOoAr/iQUqNsVyC3kYPCjaxZBsLV07T3beHQDTp9lMsiaqt9RwSCPzxJGW9wNzSFSqyhFXUyVYWaGu/A4CK6WEin8SyZmty53VMNI+vXu7yYToaGvixHe9kwnua1g1beWriMIuFLFmfjwaPwsWlUQzbTZeytbMPRQgCoShBT4RYtIneHvfQJOnx4o8l1h0TQigEAiHiqRQ+nw81m8P+JzgR/JOVu5RyGNi5zvVF4MHXzYjqYcfgA0wdf7mmPISiEO/oveZeeblUpFIqYFbymKZNqVR2PTWuiv7yBkJ4u/oJ2V04us7E0CG27XwXDfGO2svAr3npbR+AdigaZXaGWrCaFUzb4vLSGB6hIKTk9Ngwm9p7UBUFRdNo6N+CIx0euf3HuHDsCTZsuZee5h01K8KjarQl2mhLtGE5NpsjrQQadLyah/MLw0jp4FNUzo6PcHv7dgLSRvrDOJaFN96EKOUQjo0n1ogo5VGkTUBTUB0L0IiEkuzc8BC2Uam11xeK4AutbD4rQiEZjJHcfQ8A88YiByKNNMeTTOXmyVbyBBSVicV5ZjNLtCcb8XkD7Nr4MIuXTtcEV9U8RNu618UvlHQt7v2xd+B3POSzk+za9W4CwfgawfdH4vgjcXY0NqGaMD91lh273k00vKIkgh4/A73bAMhU8uwONhGMNlC2dIYzE/gUhZKlc3ZihM1te2p1S+lw6eIF/B4V2wri94cYHrlCKtXA5q3bCQSCbsIwTcNx7Cr+supCq2LbFpqmYZnVT8tE87hJyFR1JcR82WVNUd17VNUt6/P5X5e7pWVZFAs5FmanUBSFbDpDcNVLQQhRh92cvshtYRe7yfwc2Uqhit0cs9kl2hINK9gNna0Z1KqnHjshBFFfiK1bb3PHSGaafYEU/U2tpMs5pgvz+BWVXKnA8OwUu3oGUBSVrQN3M75k18lYvLNvXRl15W4DIbsTaRhMDL3Gtl3vIhVrr8mdV9r4NA0HDW8gQSAQQSmm8QbiBIIRRCGNpvkISRukexZqZ8smlOaFOks90ty+vp5QFBr6t+IgecudP8mZQ1+lc2AfGztur70MFOkQwJU7e43cNSNKWbeMquCRDtFQkoa9Lh692WZujzWTCEUZzUxTMioEFJWR2UnShRzJcJSgP8quwYcpLUzX+PL4A3j86589K6VDqZhn0TGqlnsZ3026pq6mN0+EKoAQqOv47a4rKgKCoTChcJhEPI6uG8i5ufWT61RHuEfzsXXjvTQYQVqbt16TjZAvyAOJDSitAQJeHw9vuIM9JKDXR6K9m5WplDvHVYRKX/duglmL5o49KOr6a6yaonJXw0a2lj2kwlF2aZvYoEXJRqdpGtxBPNJAd8sO5A10g5BgyiIlZ8b9rmkI++aTCm1L9hKKt9Pf0UteL/LTOx9n0nmVtl13EgmsUiyKglLdcLyhulpWyv4Iu7e9hczoZRpi1ziEvFrW5w2yY8uDLKiNtKT6r1l1PBDlgWg30Y4e/JqHxzbez+12HN/WFmKNrXUeUqZp4Q+E6Oxoo5BLMz0zTSrVwJZtO2oHKSxb6+sNf636m6pqSCnxrfp+LdI0rRoa/0/waNA8hKNxmts63WcqrgvctWh7qpdwop3+jp7rYoeioGiem8MO6Iq18FCkjc7+LViqwr/a/g4mjBdpuGc34VWzQBAo3rVBR+vL6FVyZ4ZobdpSV6S1u4/Onm3XHfMCQELJmcOUrquj4vWteYleswohUBB0tW7B118h1bkZTVtpQziepHHvxtctdwB7GwZobJikt7mVbLnAz25/jBnlOK077yCwqp8UVa3bk7geKYpCOBKjqbEBn89HJpvFstcuP96I3lTKXfV4aNq8e92lFaAOPSlxM7iVClTyGUzLIl/NLFcTXiHW7lWoKt7o+tOh1RRp60KoGpqi0hCMk9q8z7XYVHVdd1MhFHzRxLV5r/LviyZIdA8gFEEyGCXRHka29qN4NLzVs2HX9y+6+nkrnRFuaIE1cQDXJsXjoXHzbredvhARX4jGu97mvlhXhYB6AkEaB7a97q0c1ePFu8oV7Lq8aB68kfgNy8V7BvCGInhUDw3BOMmdd7vZ9FSlLk/H4sIsufQC86rrdWJYNls39NcU+5uNLMsgn00zM+EmsFrKZPH7fUBjtcRVa9k3iZ03EHpd2AkhaNi4C9XjxaNqBDx+Une8BeWqeoWi0LJ177oODtetX1FrSzFXPdj9uKkxv8JH4+D2dQ3BG1XgiyZcGf5ueFhFqs9P48adgCAWCBPzhWg52IzirQ+M8seS+MLXk4mVih3HIZ/LIs0yHk2jWC7j9V/7hX8tehMp92oWP6+fa76DpcBNZuf2WiAUIRQKk0jE0XUdOTfnrtUvW3Jyrd0iECR7N137GQAS/PGGuu9i2RqX4BERNNZucLT1NqxR7qYsYlGq3asFQmiB0CphURGK+8KwZJmScJ2LHMdCiGv7RwsUAsINV+YGBoGDiS4zK/cqGrH2XlaPPtXjWhlCqvhFguVZyTrNrJHEoSLTuFngV0jx+Il1buBmbEahaCS6B69fVkKoobXue80KqrqNLWPu8wdJpBppbm/HdhwKuo3fH6j9bjg5bKdy9RNeJ62XBOHmSRU+vKprDWual3AkRnN7F5qq4mgz+AOrUxXUj+HrYbeaJaGoqL7rb+ZeTe6yzao4kXXqBdD8118i8ImEG229mlQIbGhaKx9OEYP8TfGn4FkZ8zfYX1yWOynBkTaKUBECYh19azS05ZRqcncjqpM7AA+EOtpW+kgBqu8cR6zInRQC4blRmhKJm11AIRyJ0tTQgM9ftdyrAY3f7/QD3zUtLWX4zV//H2za5yPW4mV3/1toTvSwXkcIsWK16uUClVIRq1LAsCxKxXJd+gGXrjbd3WuWbaAoWl34/3okpcR23MCVZWtFw4dXiVz3vmVyHBNLFm+uLCa2Y3Bu+CUuTx6hoaGdvQOP4vOsFVKNIAH15hIJWbKCLtPY1TSmomoCGZaJEALPqiUHgcAjIje1buxIm4pc8cqp1SFcxe+GtnuuW5eoBdeuVZbLwTzLWQMd6VAxDTeQrK6OlZQUlXKJfDbNvCqxHUm5WKitowPYTgXDztWyHC6ngyibOgHP1VN9iSNVLCIoGKiijK5LChUPyaiFG8JxY0FbjsJdTk8hFQefiLu/WSalYp75mSlURZBLZwkFVqWNkC5WN4PdP4Wurtd2bEzbwu95/Xl/lskjgqg3mS+maOexuLl8MQHR9DrkzkC3LU5eeIrxhbO0tQywq++hau6j+rG2LHdONUPl6vQcXtVTC+KC68jdOoPAkmV0mWZ06gwnLz9NOBZl/+A7CAeS63C8nHXT3cspFfMsOCbe6pq7xxeAN0H6gddNpmkydOU8X/rCEwxNHeXCxMs1wXakg26UsW3zqrskPn+QWCJFsqmFRKqJQDBcl35gPZJScnH0MF9+9g85fPGrNcG7VtnRqdN85dk/5MWzn8OyV0L3cSywDaTjHuyBlEjHBtsAx7pGyPQKVYwic0tXKJTTdbwOTxzn5dNfYGzmNCdHnmIpP1n7zbJNdHPZ3RN3KcY2wDar+bml+5ttuLzVhXc7HB49g2mvtPfi/CjDcyv1X932hUyWS+MTZAtFxufmGZqYxDCv3V/LZDsWR84+wVde+EPOjb/4T04XMLo0xdjiyvpm2dR54fLxNe+B1X3t8/mJxBIkm1pINjYTCIXXrJeny3lOTa6kmVgO71/dNwBSCkyZxJAN6LKZnB7ni69e4TOvXubMjIElY5gygSNV1m2ihFxhgSde/DjfPPwXZAqza4qoqustk2xsJtnUSiSWcH3vV1WyHnYX5kcZmZ+6fgdWyXYsFjNTLOWm6sa7RHJq6jLZ8orxMVdY4tjYxe9mYuKSY1blY8XilFWZwbn5fDJXk26azKYz5Eul644rKSXnhl/i0NmvMjZzhhNDT5IvL9V+sywDw6zU6jAdi8NXztbVeWj0NOlibt26a/+W/5P1/8B97c8sDPP8ic8wOnWSc2MvMrGwEudpOxa6Ua6lQFh+tBCi6kHVRLKphVgihT8Q5PudfuB7Qn6/j1LBYvOWXlqUJuYWR9GNIn5viGNnv8X5sVdINjRz7/YPElm1zGboOoZedv3cTRO9Ul4X8MXMFLPpEVLxdqQtee38P1IqZSlaS2zqOEgs1Fgrm8nPMb1wiVi0CZ8a4pUzXyJfWCSjz7C58yANMdftbmHsDFNjF2lo20Bb/x4QguzMEBOXThBOtNC97a71Z2ASLMfkyZf+DxOLZ4inGnnHgV8iEkwBEtPS6W/diZ0vMVG8wsT8eVoSGyiWszxz6O/IWfNs6b2TvRveRSk7x+jZlxGan8G9DyFUD2Yxw5VTz2Hako37H0HzulPopXKOr515gZgnwuaOHqSUnJq9jM/0M9jaRaFSIrJqXU9K+PIzL/LEcy/ww48+zKFzlxkbG+U3fvln6G1rqynGZZ/pmflhsqVZWhr6mV8Y5fTIsxhmkfMK9LfuxbvO7EM33bwh61mJUkpeHDuBkbP50XvejoLCXHGJV4ZOc+eGXQjheiJdbbkahkGpmCeX9mA7DnqlhGPbsGqz88TMBV45e5ZNLT14NY2CUeLlK6fY0TpAQzSOI50qTwL3iATXF/5Lr13m//70N/jxh++nOdGH7rjr0RZB/GIWgYVulBibOYuiKbQm+3nl9JeYXriIKSqMNZ4lHq7PxmE7NnqlTC6z5CYOK+aJRFdbp4LFcpZ/vAq707OX8VsBBlo612B3NV0YfpXnjn4GLaJw59YfYFPXQfcQCMvg25deZVfDJh7c5rroDWcmOTZyif29WyjrOiGff93Z7fWxc5g4f4j52Sl6txwg3tyLEILZoaPMjA/T2ruNpp5t63B6Lb+4lT9nlzJ87eXDDHS08eC+XQCYlQVsPV29361DhuLYtsGWrgNU0mmm9AmmFy+RCLeQzs3w7OG/R1cK7Bp4mI0dtzOSmeSrJ56nv6GDhmgcy7Z5bfwsISVIIhSlbOqEfQGcUp7ctz+HU8iiRRWCmzXsgqR00UKaroHl6d5M6J73urxZBm2JHrpDfUxkLjMxd57Bjtvd3FlHPst0dojujq3cufkHa8urUkr0Spl8Nk2lLnHY66M3hXLPZQt4tQDSX2BL29tp79+D3xtGSofZxRHSuWlMtUjZKNTukRI0j4YQfgLBEKphUKwYa5YA0rkZvvHCX5ApzxBJJHj7/l9kd++DLE0NIYL+OqsvV1zkWy99nNnMFYLxMG/f//Ps6XuQuYnzCJ+vbujNkOBoKUV3TiOUd/ma0v2c0BuJ5XzMnjxNKh6jo9PNGeNIh6m5S8wsDRONJAn6I3jwEPYlVrl0CTb23MbS4jh5a5qHtv4QqU43N0xZzzO7OIKu5JnNjCClQ5EQp81mrJJJY6GEpqgUdYezVjO5QonSxSuoQrBjcy/nFoaZzM7z0oVTbGzvYnhhkqn8PDIrqJg6z146xqPbDro5LqSBXlmknJ8g7ClxcWSEuaU0+UKRobFJErE42YpDZ8pdG56cPc83nv8YhlqmtbmPB3f+GLu676G4MIMSiuCs2uwtGW5QWsDrYzg9SalUYXf3RgSiDrtMJc/5hRHS4yUe33svtrS5vDjOTGaBdCHHWG6azmgLnal6ZalqGl6fH38whG07aJ7cSspoQLdNjs2c59L0GKPz07QmU1ycH2WxkGFicY68XaJU1tndNQg4eJjFI3yMLmT50699k4Jh8qnnX2aspHP/pm7eu6sXTTERwk03cej0Vzl+4SnUsODOre9je+89hGUATBufFlhjfChCcZNEBUIoqoK3WKqbaQjg3MIIU1djl5uDnEq5ht2ddYde5IqLDI8fR/EKQCHgCaIqgoAvgqhGMo3nZrmSnaawoHPP5l3M5Je4kp5ibH6aiqHzwtBx7t6wi3B1jb0Ou6VJt5+6B9dghxCMyUZOF0ooeYkIFUDCFTPO6VKKvkWbofRJ+rraCSfAcaBsKxQslYqjYEuBJiR+1SGs2vhVB6W62+nRNOKRMBIolgo4UmHo8nHyS5exbYtIwIeqagzue5Rt/ffyzCt/jVRs3rrzR0m2ubEnhVKauaVRHJ/BQnaMwY7bODZznvGlWU6MXubuLTu5PD/OfDHN8MwkPc2tnBy/zAOb9gEOsjRJZeQUoYEQWL1Y8zYYDvb8KLY3itdpZ9kg6GzZTDY7w4WhZznY/3Yae7e4xyFaOtMLw2QqM/jTAWzHXN19aNWoZa/Xi2k7IF6/Q8CbQrm3d7by53/53xk7/zyNiS6isebqlMnmvv0/TOuRBtoGdpGM1OcRkY6bk8Oxq7llrkocJpEcv/BtNJ9K0mmgUCywlJ8iGm9hYfwct+/4QbwB1+KRUnLm8vNYVGgINpMvZ5nLjNKS6GNy5Bh37HsP/nC8Wq+bsU4AU/MLaLaBAEoOgCCby5I+e5imZJKW5nvB46a6/fqzf45BCS2kcc+2H2KDp4uWzXvw+1Z20YUQbOq/k9F0hab2QRTNR0UvEos08vY7f4bpy0fZtO1RFEXFtG03fXCpzKnzF9EUMKWC7UhMy2LoxGvIcp7epncwV3JDpqczC+T1Ek9fOMJ98V48yQDDmUmeufAa25o30NfURdEweOXKLBt37yTY0sFLzx6iaCmoqsSr6UyVBB8/lOZHdkNPqsKR80+QSDRSLmTIZRbQzSK+YAzLk2H3jsdRV7mAHZs6jzTg7sHdXF4cY3Y2g4nNpsZuYsEwpm3h1Txk9QJlSydfKZEtFTgzP0RE8fH+jk0E/H5eOHmcHn8HHbev2tzCtRrdXENulKl0ZN2YqFg6Wd3do5nLpck7RaYXFnhf0wA9Ta18c/gllmYKbKsmjzs/M0xHopU/+tpLDM+70ZoLhQJfPXmGI+MX2dh4P/u73Jnf1NxlxuZO0xLvJFuZZ2r+En0tezCtChu7bqOla621KpHVhGE24I7nq8fwXHE5dcRq7PrwNgQZSVexa9lQS8Vg2ybPHvp7RqZOoEUUulq28ba9P4o0TZqatoGoLruVMtiOzUI+S1Gv8PTFw2yNt9DX4yVnFnlu6ChxT4Q7BrfXsMMQ3DW4k0tLY8zNZjAx2dTUQyywgp3jyFpmxeHxSfJpl/+87Y7vuZkpymMX8Oa2suGOLXxtPskLCzGylobpiNoWsldxiHsstkeLPNa6SMBjY1jugeb5cpknR45QFgm0whJ2foGKZdBNlIDHV4tb2DZwL7OnDtHYPoAUgopepKWxj0dv+0kyM0Ns3PgWnGpfSCRT6QVmC0scuXKBdyb7ae/u5+TcRZ46c5Q9nZtoCDcTeuxXsC+dxJtIkC1lmM0+i/ArWP4oon0XS3NXaLn4EpGNBwBJT+dOjKkpGlv7Cfij6EYJj+bl0bt+mqHjT7Fx91vWzGyXo6eXdZuifh/TD3wvSRGCWDROV8cOHL3ClclTvHziyzhenYHOA2zo2E4s1rHGKnekGyJuWe6BHI7j1FnXAsGdO9/LmXNPUVqcJhBtIBlpoSHejTKTqVM6Qgj2bX0bYTVEZu4K4UgTjbEumlK9OK231UW/WaZ7oLU0K3Qww/aqRTNjx5g3U+jlMp2ahZqdxigVUWMKfl+YVLyd+cwIEX+CeKSFgFDweNZu+yfjbZSSvVi2yeFjX2Vk+gTBWJjbNz5OV8t2Ar4w0nEoFQrYhk7cmGObMYKmQAU/r+qtGOUK7YqFYueZmxphojSLKhSm04tcmh/j7PQI9yS7aW9s5aXcCEvFPBOLc/Q1tGAULmGYZVQFgn5Jc6TAvNHMg10Zdlm/y0vjv8pUvoXRjM5gi5+H9n2Y0+e+g1BLeBJJQv4YjT1dzBTUOpe5imXwysQpcjNldnYNMJSe4PLYNJdzYzzcdzt3btrJkSvnOLhhB2PZaSzbPdX+wvQY59IjdGtNPNC+AQuL+VIaOyvWpB+Q1TQBlmW5St6x62ZnM9UcQlJKLkyN4U+qzE9n+EDPZkJ+P5P5OeYW3HQQYV+A5y8ex3Im+cKhizhyZdNLtU0Svjk++tIxNjbeRzTgpbNlE3eb72PkymEG4psJNLe5ASx9DyGUawhnNSukbZtIqVZ5XmlT2dSZyK2PXUdTKy9kh2vYLSt3IRQak11MzV1EVQWNsS4i8RascrFun+FKZgoB5IoFLs2OcXZ2hH5fii1tPUyWs2QqeYZmJrl9YBu6bfDyxEkKMzo7uvoZSo8zNDbDpdwYj/TdwZ2bdnBk9BwH+3ZgGBX0UgnFKLHBHKPLcE+kumg0MGUGcewK7R4LfWaEvL6JFxajTFW8XL2OaTgKBUtjquKj7Cg8wikyc9N4CVDQA8zLMDGPyth0GasUpGJ7GCurSMsgMbBIa7OfxoYejOgkulHmxeOfZ2rpItFEijsGH6ejeQteT4D5UpqFUgYVhZHZSdoWkpyfvMK9m26jOdHAMxdPMpNZZKmQpTHczKIdpNS6kzwKlwybL3paUFSVWHuZlrifc2nJ+5VG7q62IxxK0t68GRyH4+e/zemh5/CEPezuf4Se9l2Eg6mrxgS1DKGW5R5Kzg0cP9ajN4VyXybV40VIyfD4IeaWRtHCCpemDrF57+3r+rRqmruTHQyG0Y31E4d5PH6Ez4thFDmw9YfwBEIgJf7o2shJTfWiBgJUylkOHHg/vnAMkPgi8bqp/fnDr3DuucM4tkFDahS9FEbgELIE1nQnerHCFdtAARpHhuna1U8oEOft9/wsF1/6Ot277yIab0XGnLp6V5M3GKZiFLk0epiikSUv5xlbOMv+3rcBsDg1yatfeIpcvsDGwASOKdAVDcWx8WS6kLMGY44JloFIXOY9D93PTjNGc9dmRipTpIs5ZoHuRILhsefdNLLjw+zu3cY/nPZQMASKIjCsAJ6Nj7FRFSTDrQz7ligRYmNLGEXTcCT4/CEsbPyqyq5tb0PRNKTj4I/G6+Q1pxeYKy0xv5hnPp/BtAyK5QIVT5lL0xO0NCf5+qmX2NTcw47mQYIlE6PdoaGtjW9PvEKlYvGeOx7i8PQZypbOxOIss9klYv6V9AOapuHzBQiGQli2jcebrfOe6oy28KOb38JidJqu/i38/dlvMD2fIXjfY0wXF8lU8qSLeUZmp+hsaOb81CjHp8comquOeJSSgJWmKZBjujTMZ4718JN3uBGcvnCcYjnN5p47aOp2A+U819kME4qCx+tzlxZVFW+hWGd0+DQP7930ALusozR3bWG4MkG6mGMOQXc8wfCVCWzH4czYMHcMbkNV3Bfqge1vp9XThGPqdA/c5XoFhVfW8lWh8EDPfroqGsFtLVg+yJTzDGXT3LbjAJcuPovtOFycGqNQKVN2KswXl1hYLLCQz2JZZg27y9PjtDQn+PrJl9jc1MOVZ17lyqlzeGSZaPs0eiSCkDYxw489liRrGhQsA18gTWxhjgZvExnTgwACqo0KCCGRCPKWioLEloKLMwavnZgjldS4FE4xP5vFlpJCtoJXhvCoKsIUGLrBHYUCrc1+BAJvMEy+uMjlsaOYokJBLjKTHWFL20EAYr4wP7L1rYwrZ+ge3MUzU4eZTM9jNTRTFDZThTkqpsG5iSsMtgxy5PIshl5mfKFE98YNEEyAgML0IiIVQQmHQPPVuWRrgSA2DhevHCadm0F1BEPTR+nd+q/WGRRuPnd/IITP68W05fc3cdgbQaGGZpCwN/pWpK5TLM2ya+vjhCNrD4YVgKFX0MslhGNimFZ1Q7U+cZgQgp0bH2J0kboXRKJncM3zhRBs7ruT0Jy+4jsMxLs21JULx+J09w+gCEki2kzIZ4F08Khh+sIpdN1cCaOPxqp1g98XpqVtI6Fg0nXDu05gTePG7UgE9+77YU4e+Sqp1m529D5QVRTg8flp7+6l2TRpDbQSjJZc/aF4aEu14U0aVXdsSUN7M53RVjrueBtCUciO5xn0Rwn5A8wUFpnMz6EIOD85ylwuz7zZRNFy8CiCsuXQGG1gsCcGYgczQhAUcLBBoCJxcCMQb9v+LmZOvLrSJqGQ6NlYU+5SSmaLi+iWQUmvsJTL8UMte3i1rPJCaZb5bJqJ7CzpYo50IU9/awd7Nx0ABEvlLL3eKEFvHN0yObcwAtIhUyhydnyEgaYdtX4zDJ1SMU82rWI7DpVy2T00YzkPisfPts4tyI7N6I5Jhy9GICJwcDi/OIJuG5imwbErF7Ecx83NHQ8R8XpxVoUwRrwVVGETC+n8zaFL3NvfwmBTlOZUN/t630Jg1dkDq3O6XE2ObVMpl8hlllCqG6qxVYnDFKHQGVvBLjOWrcNuqjCPWsVuIZ+lKZpg+dDrprYBKtmlVaeY1Y/15nCKpj0PIITg0tI4A74oqVCEvF7kcnocRcD4whyj89M4PhvdNinqOkv5KnYVleeL9dgtFfIkGpvoG7TxKg6RRBs+zd3olEqK/mAAx7JYznyYCHn4ubYpCpbLY7C6vr4cSZCzVFQBCY/F8YyK1xsiY3tREhHaFNd3vbQxiOU4RDw+hADLsXFCvuWG0rR5Jw6Se/f+IGdPPEF71w4GO2/HU3U28Koe+lM9bLizC4Tg7GKUwVAcTdUYzkySqeQRSI5fucSDW+9ie2cMwwiwpSOB8AniA16EgEh/NwGvygFLozHkYJqWq4oEJLsHQMDde9/P0de+iDccYO/Gx/AG157ytrKhChWPRqFYqrpCvj56Uyl3IRQQEIs0cuee95EZvURL49b1vU6EmzgsEAgQr6YfsOT8uqeWCyFQvd76JZtrBQcJgXpVePXVZXu2bmdg68EqG6sjR+DOq2KYddIYy4EMQLipDeUmwtSFoiKADV27CRcg2tpJILAS4RdraOSex7ety8MO6iNzbXRKcqoWQLK3aZBEapiB3o0slbN8aPNbmSgfomX77cQCXn7qQBOmLWs8+zWBz6OtcfdTFQet6h+tqBqidlrMsj9ufV/YjkObL4Y/7nqyRINRDm7Yw36/H9Uf5ksjz6DrFV4bPk9fc1sNy1QowbsS/UTaelBVlft7DrC55MGzoYmG5o66wy18/gCRWIJUUwu2bVMsW2vTAlR9mf2Kj7c3bUMPFwj7g+xoGqTdUCnHyzT2bMSreXi4sZPWjVtJPthd82iXSL746pNczlykJQ4/s38bqdDKmFG9vjpNej0/f1XTCIUjJBtbUFUVw1HwriPIyzO8fU0bSaZGGOgdXIPd1Z5DnkDomjPDq+vdkOjgsWgXXVt2YyiC92x8gInCSyT27SQZjjKjL7jYJbwr2PXtZb/fh+oP88UqdkdGLvCjB3+kdqbt6rEZEtB4lXyU5Aw2JULaavfI5TKy7vpt2zazb3AXKAJdYc14rN0twK8Vgbzb90JFBTZtOEisoNLYvx2P9yrvIkFNPh5o3c7mJZOOVBNaQeFHBx5mjku0bN6DEIK2xvpllNWm3/J+gQRsKhhOfT+3NfUT3PFecBzi0fZ1+VeEIBgKk2hwE4dp2dy62U9vRG8q5b6aNG/AfautHgur/pYSyqUC5WIBvZTHtCyKxQqO7aBqykr56gBo2rjzpk8zuVFosxDKNYOfrpZjIVcUrRAQTDauvekG5I/EUa/KCe5aZ9fgofY/lyQKq48ZVTUPqd5BFCFoCMZpCMTovbcZTyiMgoeI4lv7Ql1HkCSQr+7/KZpG4+D2a6ZfEEKws2WQgUAjcr8gFI2DhAgSIRRMx+K93ge419NFY++mNc+PtXbhi8TwaV76Eu107kmgeDwomlbXD5VyiczSAqp0T+Yq5DNYprXigXLVeAomUnhDETRFpSveQkcwiZQS1ecDCU6qjfaOjXVZNh1HMrbQje9ymo6mLra1xkkGfbU+irZ23nR4vmVZFHJZ5qbdnCKZTJZgYPU+TH1HqJ5rY7cmktTnR/PdXKpYRVFIdg+geX34NA8RX4iuO9/uLmMqglbZwMZgMwhBcB3s3ue5n/s8XTT2bnbl41pj82r5cATXTupSf93v9eLxrbV016OK1NGv0odCCPzR+Pr5p1aRNxAi2dmHogjaoo20BpMMNPXhCYbwELjuy1qs+rxWeJs3GMEx9WvW4UiHYiEHlo7Ho1EslfHeICp4XV7eDOdR7t6zTT71/OfrrkkJ0rZRtNVAKIQ9HSjCFdTR0SsIIJlIoBs60zOzbNu6rTaCiuYktlzuxFWa/obh4yuWw3qkiSAqN+t3evP9a6NXT3cXuKts1chM20IIpW5TThNBgsoNTzB065U6RWf6qqurbYyV9ip4CKvtrNXua0lKh4IzgXtA9fX7bIWuVa5qFTur9yGuh9dKPUGtBU1xB//i4gLz8/N0tLdh2zYjo2Ps2L69pmzL1hymU+DaVM9fcX4GfyKFonmqeFRnNBKKS3MEYom6NfLrt9ElTQkS1NyTuxzH4eSpk/R2daFqKlPTMyQSCRobXS8gW1YomtPr9MVa7L47Wh5z67UDvCKCuEHMo1y14Xzz9Hr5vrm6LVnGZm2aCceyEap6g0jPq8fbavnw4hE3l+fFwaolOltN0qlmIVVXnTshvIQ9rtxJKTl79gwtTU1u+oFMFsuy6Ontq7IjUKpnSgghjkgp9633/DeF5S6BF184hKIo3HFwL1DVz5qCrKb5dMmpSz+wbLkbpRymZVEqVnCkUwvzBlmL5lwdubrssnV9jlZ9W444q9ZhySIW66cUuLqsTyTwK+uFG68lw8lhyiJj02cZmT5OKtXO5s6D1ZDpq/iSK8r/5shhfmmMcyMvEYxE2NZzL37vshW0ur0SpLiudbKqZHXVfSV4ZPVv1IR9zS/rlK1iqwiuzlWz+p5avVB7iV+dfiCzNI8mTTe3TM613H1+bd366p5yFXYAgYZGhsaOMblwnpamPgba96MqGkJAOLU8C7u6vuuPn9V/W5ZJMZdldmoMRVFIZ7IE/KvSIEi3P9aMQcd1xVVvcoYgkSCvt0Qk618TddgJfCKGIm6c1VBKSdGZoGxmOXXpOYrmEgOdB2hNbli3fFBpxSNuziotObMYzoqyXE4dYdoWHlW7qTGrVHWKvEFfrG7P8rMAHHR0ub7VvR7O6123sddZtlzWc9X0A4U8s7ZRSz/gWu6vL/3Am0K5FwtF/uB/fpRde7bVlLuUDhdGXmV88Sz9XfvoadqxJu9HMBQhFIpU19x1nLm5moW23KEzuUVA0Bpz18kqls6R0fPc1b/rpnibWRjh1NAzNDS0s6P3gVUvjrW0lJ3i2IVvE4kl2L3hYTyav46X1bbX8vflAbocgDK9MMQzR/6WXGkB36yf5ngvTfHuWj21suJaKmotCSCdm+WZo59iZn4ILaISDTUw2H5bXb2iWi/CzetSsw2rPCJlLTGbuM6rZTV2A1376W7afk1BkhJGJo5zeeoIPR3bGGjbf82lHYCJmXOcG32J9pYBNnfdhSKUOlfHQCBEItVEc6u75l6x3ICQG9FidorjF75NNJ5gV98jeKreDqNTp3n26N9RsfIMLx6lLdVPNNhY12/XWoIAKFfyHDn7TRyPxZ7+txJetW8Cyyl/YzRVU/466sxVKX/dZ5yZHmJTc2/tCL7hxUm8QqOn4dpnyC6T7VicvvQc8/lRtvTeRVty4JoGsJQO50deYWLx3Brs1h0T1Nu5ihBYtsmxC9/m8OmvIXwO2cocj+7/+ZrsOM6ykaZU9/xX5ENUZxDr1QuCvF5iLpemv3oeqiMdXhk5xcG+nXXHE16LcsVFjp57Am/Qx57+t6wycNZSqYqdvAZ2q0k3yhw99wS6LLB74BFioaZqf0pOTw+xeTV2CxN4FS89DfVHRFZzgqEogtCqlL/+Wsrf1TO1G9ObQrmPjU7S3tHK2TPnGZ44TUtjN7MLI7x85ouUjRwlM0dHalNNWQIgoVQsoJeLGOV81XJ38zSsjvB7efwkRt7mA7c/BMIN5X7h0gn2dm1GVZTqv5VBUa4UWMxNEA4mEFLhueN/z0J6nIl0mJ7mHSTCLbWyulFiITOO3x/BrwV57vhnmJq7hCfooatpKy2JPuYWFjlx7CiGoWMYbhSa3+/D0HVyuRzBYJCFpTRd7W3s2TfA3NIoTYkOGr2NTJfHGZs7TWOsC90o8erJr5DRZ9nce5BNDQcovvZFZLmAEhAEejVsXaKPWkjT7SCtpQv/znsBQTo3TcDjZ2PLbqayw4zOnKK/dR+OdDh29ltMpi/S3b6VrR0PcvL0a4xPTKGqCpZtEwwGKBXLFPI5EvE4U7OzJGIxNg72MbA9gRCSbGHePeE+1s7M/HAddu2pjXiq+bMlUCguki3OE4+0kMvP88LJf6BQXiJTnqarcRv+VZtdxXKWdH6aaLgRQy/z/PHPkCnMMpcfoad5ByF/vG4sVcolskuLaMLCsSXFQg7LMtek/F3GLhCI4FWDPH/sM0zNX8Iz76Gz0cVuOUK6s2kAI5djtjzDxPx5tnQ1UiineeXEVyiTY0fffXQ1bUNUFdtCehyhCuLhFl45/WXOX3kF6bFojHWxuevOOj5sy6SYzzE/M4WiVg/ruGrNPacX+PKp5whrIXqaWkHCqZlLBOwAPQ1tVEy9Lg2AlA7p7AxlM08q1sHw+HEOnfsqplNGCklLoq924LyUkmx+joKeJhmtYnf6S1TMHGUzT3tqI5ri48S5c1y8dAVNVTEtE5/Ph24YlEslAn4/6UwGj8dDf28P/dvCpDNTbO7az9LCGEtL02SLcyQjbUzMnOfYhScJREIc2PQuZhYMTp0aRhHCdWfWVBACo1LBsiws20Y3DHq7Otl7Wx9nFoc4fOEcP//A+9xzbM0Kzw8dZ1NTL8lwFIms21g2TZ35zBger5+wP8GLJ/6BK5OnEH5oSw3S07y9VtbFbgyhqsTDzbxy6ktcGH21il03m7sOruDmWCykJ3CETSrSzpFz3+DkpaexNYNouJE9/W8BIKsX+MrJ54jsWcHuxMwlQk6QnobWNdgBVcs9x4I03JS/tcRhr49uqNyFEH8FvAOYk1Juq15LAp8BeoArwPullGnhvuL/EHgUKAE/KqU8eqNn9A/0sn3nRl479QTfPPRndLZv5PbB97Cj+26K8zMYCExbr1PuEtdbxufzEY+5x+yZzmKd1ZfTi5yYvUh6osRbd9yOUASXFse5sjjNYj7LfDlNSzhFazW9b8Uo8uTLf8XE4nkiiTgP7f4JNnfcRtbTRkmWqaxKf2CYFZ597e8ZmjyKPx7koZ0/xmDbHhqVFCWrSEV3Q64tB15dEpQNDUe6U0dRkNi2l4oegTJImeLKtMk2B3YM3o9eypEpX+H+wffR1LEZIQTZwjznhl/G8pRRvSoDkS04555AH79AsM+PDLdgjEn0cQcnN4+t+Ahtuw923otE0tuxC72Y5/KVl7iz51FSvRsRQkHX85wZeoG8uUDZyTDQcicXsjan827qZYlEyYEUASq6wJmykaQQaUGkaDMILGTG+dqzf06ZHJ2tG7lt8PEV7ITAso2acs8V5vnas39G1pijsbGTe7d9kO3dd1KYm6KsWhhWuabci+Us33j+L5jPjxJPNfHgrh9ja9cd5GcnKSk6FaO4Rrl7/X7CsRjJhmZs26FQMdckDlvG7vLkUQLxIA/tqmKnLmNXBAmKorJvy9t46bXP4vHaPLThAzS1bAYBC+kJLlx5BRmwCQWidDZtRVaDVA6f+RpqWOHOre+ju2kLAUulWMxgGiuJqpZJVTUCITdJlKqqGDZ1x+yJ/z91/x1lS3Lcd+KfLHfretfePO/tPDP2DcbAew8QgEQSoIEoiZRZLiX99uxvteYcSsvd30qUKJIiRU9JEEXRAoQfghiMf+Oe9669v668yd8fdft23+5+b3pAUjuMc/rc7ttZWVEZkVGZkRHfAC7M3+DG/ARPX3ydrb0DTNbnkgSkhsrbD53k2RtneXLPic5qenzmMl//3n8gNFx2jZ7k8JYnuG/rY9iLc0ipE8UBiqIipWRu6Q5/9t1fTmQ3tI8Hd3+Eo1vfhjW/IjtNSTFpx7zYSCGFQMZa2y2WxvcEYT1CUgIf/EWfI+kCDx/+GE+f/o9sr+xlcNuRzm7nxvhr3Jh4HaOgs23gCHFwhOdrOgk077IfGQJf4vtqe4eaYX7G53Ac8tLkec7cucGdhRn6SxWuL44zUZvlzvw0VmTjugH7h7YBibF+7vU/5PyNp9ELBk8e+UF2DhylKHPYXhPPtzo71jiOePXiNzl94c/asvsU2/oPkom0LtklYxxz8fqzfO/V/4rISO7f9wFGevegeiFWY5E4CNruZCWR3cIEz1w605Hd7dokSlPn7YdO8tyNszyx50TXglwIBTOTpVSpkEoZqPUG8fdxpLKZlftvAr8A/Paq7/4Z8G0p5b8UQvyz9t//FHgfsLv98yDwS+3PezOhq+x9KGL4vhOowmdhcbJdFd7E0A0ePvHpDU/9fd8jcB1UIQmCAN/rnjwN38IKHBp2i4Zjc2XxNmoU876+7ZipFN+7+CrbM6N88HgPUkpeufgNFuwxMmoGu9Wg1pqmUh5l4vbrvO3BH1xVWV1y/vrTTCxdIqNncSyLufodRqsHuH3jNI8c/zSFnhEQUCoVePjQdrwgQkqRhOG1N5uu5xFGYZJooQoqpSKK0mJk+ABybp7R7fehp7NEcURPaYR3P/jDTN58lcMHP4ye7cP85D9j6dwL6L1lHEOjkXoedgiCcYgGjxGrLsqt50ltO44A+gZ2snjnEoOj+8kVB4njiHQqz3se/lGuvP4t9h99L7lMgSO7eylVm0mUDSvb4ziKcF03OeoVsHtLhSCs873X/iuKDrqvMb84gVAVVD2VyO74iuyiKOSZ136fQDgYGNRqMwSxh5ku0ZB3eOLk30Y3l+EgYl44+8e0gkVMxaTZWMRya+Tz/cyNX+axR36IVHYlgmWZAj/JHm7Wa8RxjOc664DDzl/7bkd2rmUxVx9jtGc/t2+e5pHjP0ChZ7gz2VRVZ3T4EPOXXmV0+zFU3SCKI0b69/LO43+LpbkbHNr7IRShcHvqPOdvfYesmcf26kzOX+WhfR/l6rVnOLT9UQa3HV3nnloGDmu1C2Q7VouwsAJHIYEZaxGJZGJpDitweOryae7PD6PlTCYaM3z74ksc6N/OQKmK5dR55sx/w0inkL7P7MJtzD05ImKKuSqH7/sQSjvb2g+cLtktLE4kFYP0FIaR4uHjn0JLmQgJu7cO4WtZ4rVuASmxHScJSxSwo5pD0zQy2SLDld0U4hTDI4c7sBAnD70f0xPkKlW29R/Bc3p49LBG3K7VgFjWN4njuB1XUDVjoGgKS24DL/CZa9RoRhbjc7O8p7qNgVKF5ybOUJu32TMwiqqoXL19muszL5NJ5XDcFtNLNzgw+ijXrz3H/Qc/SHVoV0ceY9MXOX/7L8iaOWyvwdT8VR7c9xGuXHuGw2tkN7Nwm1eufo1MOocTNJicu8ae+x7myrVn2Dl8mK17H+osMmetRWIZM7E4u0p2I+h5k/HGDN+6+BIH+ncwWO5fNaQS33OxGnV8Q8duWV15N5ulNzTuUsrvCiG2rfn6I8AT7d9/C/gOiXH/CPDbMrGwzwshSkKIQSnl2lCNLhJC4X2nfphbt14hWFzAzSSuksO7n2DaewlNT23o4VVVDZEyMc0Miuqj2V7XgcPt2iRu6GN5Lpcnb3Ohfo2tWh8PD+0kEhF36tM05lzee/RBNFXjvj3voKDmac6NE+kqpp5luH8PYvAUhpntOmDav/0RTKlTm72NVFWyqSI95VGObXk7prmCh64LOFZdQBMtGm6Jm2O1Tnq56joU8nkymTSKoqK2wZGG+/chq7NIJK9e/BbXJ18hVyxwYuf72Df8UOLPE2CnBwkPvYuWqnNxus4f1dMIVSFfeYyBTJor8x4f80Y51e63Whpm1/AJFBLFP3vtL9CzGkd3vJMDW0/RU0piubfkQrYY1wlkLzcnAywrKTYSRiGZOKanmpxfFPQYXTd5/L7PcOvWywRLi7hpBVWoHN795DrZKYrKqaOf4OaN07jzM3imQBMa+3Y8TL4u0YyV+qNCKDxw8EP03OjHnpvENxR0NcXIwD5S8zZ6KrOhH1/VVHTDwDQzRHGSvLQ29X//jkcwMVZkZxQS2Y0+iZnuxrIXQrBt+AjaVI0oDjn9+tcYm79IqdLL8W3vplfv6fhih/p287b9n2R26ipEMXqmQtos8MDu96OuCdlcpgQ4TCeVTicZqobVtdNwQ68NEyC4MzfN9flxzo5f56F9pxjo6eeZpdtM1ee5NjXOQKlKJl3gyWOfY+zO60T1Bn5eQ1U0ju97LwvXLrSjfhIy9DSPH/sMt2+9ksguk9QsOLL7Sab902jGiuyqJjwycINYFJmYU1lYTKBwYxmjeR59PT0oikI5lQY0dC3Fvh2PUL9znYY1z/Ov/RHNYJ4tQwfZs/1BjFQ2yQjXBA/2jaMoOnP1NBPTNSAx7qrj0FOtoGs66bRgqrVEzWsSRBEXx2+SruoszDT4SN82irkcVxfvMDfepOU6FDM5do7ehxrGLMzcAAQ5s0ox38vJHe8hky517fKH+vbw2P5PMjt1BSKJkU1k9+Du96NqepfsessjPHHoB5iavAheCLksKd3kwX0fJLCtlcisoC07oXB7lewe3neK/p5+nlm8lchuerzLuAuRhCunzDSGYeAHEbzJylfw/fvc+1cZ7GlgmbNhYGxVu/H2d+uMuxDii8AXAUZGh8jlqszb0+Q1jVMnPo1mmMg4xsjcC5xfrgBFxfG6Le/OyigfGTmOUwgZ7KnyrYnnsb2AD558jHOLN/GjgIVGnSWrSW+hTNrM4ysRi/Ykbz/1RdJtd00qW1hnSFJGhljXmG3c5smHfpR8zzBCQCqTTyordTiEiDwitvH9Rb41peLK5QSPFG/TfDKZ9RElasrEcuq8fP6rOGETYUny6SonR9+1PIK8cGUSx7GZWLQZ3b0Tp7wVRQiC6VtU+4t4lQxhKru6W1QjRRgHvHz+a8wu3UbNJ7uJd+77251mMSqRrKLIec7MpbjUMDsGYYvhcmpVDodAJLKzpimoRkd28QayE0KQy1SoeYsgbU4d/3wSRw1dBb2XKZMpYkUWTX+Rxx/48XaZMpGU8Ltb2IBMVj4dndjg2DllZIl1ldnGbd7+8I+Rqw4lssvm73qYq6XS1JozvHLxG4TCZ8a+TjU/zIH+hzttdM0glS0ysXSVRw58lIHtSRCAbma7E8262JVtfpNoiXgVHjgkdXffuf1BRpsqA0P7mLTmmGstMa9qbKn2MD39MrGMuTU3xSN7Dyf1N3NVpuu3Gc2Ocv+xD6NoOqHvYaypzSpEIrs5a4qiZnLq+A+gGSniOFqXOSkRBLIXXc5xe8ngu1MGy3gnRUXlXRWJvmbohKKiGSlujL3GhRvPomc1Fp0JRk7sIbfq7Cqkih7PsmgF/NmUzjICYgqddxdWsov7slU+tv0Uc+oke3ft4ys3v8vMdJ3Cqfey4DaxAoeW6zBdW6CYyaHraRQzzVTtBk+c+NuUB3cghMBI59blvOhaUhpyYukajxz8KAPblmWXWbesVFWddK7CxOI1ju94O1v3PIRQFEIjjQxX8PI1tS27hsrASFt2zSXmNZ3Rag9T06eJ40R2p/au0Q+Z4PjHcUQsY4T8fwFbRkophdhM9cF11/0K8CuQxLkbusnjxz7D9OsvrmxBhKC6c/+GE1kIiKOYMAwJAp8wSICiVtv3gWyVdx5+EhDMuQ3KikFa1fBlzOszV/DigKXFOufHbvLEwSRt+75976S8BPoq5S5v27Mu008Iwf6dj5Bb8DEzhQ6LxZHt3RCznsfMvEsc57AdF0VVUZXlknYxrtui0WiiKAq+H5BqP3rfvqOgKNx/+AOcP/sNStVB9m85Rapdb1TGMdt7Ej/4SNlEy8S8b0RFCElhoJdiRmdPAAOpEN8X7TRomTyLSPo9/fIfY2QMju18N+liEq4ZRzGLS01aLQ2oEoZ2BxMeIJY+jUYTEJQKNoVeg2XZzZx9aaVc311kp6oajx77FGMvfAd1lautuutA10sRklXtA4c/zO3mN9E7BSwk1Z371rXt8BdHRGFIGPpEbcTQtS/9RHanyM37pNL5VbLbsXFGpxD07b+PWBGcOPBerl7+Ln39u9g1dJJUprsu5lDfbh7Z8UFy6XJnQZCt9q3vc5mkJI4iwsBHxgpRGHQBh2mKxqG+Xex/bAuqYfDnN1+kXzORQjDv1Lm6eIdYSl6+fon3H3+ESq5AJl3kyfs+R+3W1U45QlU3EtmvMVUpPc3jxz7L7NmXOol7QiiJ7JZzD4BGo8n8PAjRg+02UY1Mx7iLWNJsttBUFV3V6Y8NUJOXpbFjH4Y/zMzMdeYXrrJ35xP0Vrd1wnsty2JqLkRQpta00PQ0sh1Vo0gfy6oRByFhELFFL/G2XQ8id0S4MiJ3S8fVDQIpuTB/nYZnUbdbnL52iV0Do6iKws7RY6TmbdLpYkce+cGRDT0Bw317eGT7B8iZq2W3cS5JT2WEx/Z9HEUoHZ0xCyVShRVXob4su8cT2T1184WO7ObsOtfasjt9/SIfPP44hWXPi0z0OAx8BJIoDFC1NxP2nND3a9xnlt0tQohBYLkA4QQwuqrdSPu7zTGjp9qZmO2gKCEQ98gq1XUdTVXJ5gv4no/leutW2MvX92bLfKayn9zgFhBwX/9eBmo+9Jeo5otEcYyqJNtSLZVh9VvibhltilDQzW5QqLVtU6kUO0a3truT7N+zOqIYVLZ1wiBT6ZiIpNrT8kQ7svdJerwMpZHtZPOrt26CHcPdineok828piCEdPHbLC4n3OwcPUYpyoCMqfbsW+lXEQz1DRBVk5TWbVvo8rMqSJbRR3VDRbKQ9Guk2obkjWWnanryfKts7t2yh1VVQ1tTVu9emcaapmOm02RyBaIowqg1N8wWVYSCtqbAxd3kvAxJoQL3H3o/A36e/n3H1hn25bZrixnfCwJAUVQMI0U2l0dRVUzLXRO6mQySaiT68MjAQfp6x9i76wAz9gIf2fkoE41X6NlzgiAMO4d+mmF2Pc+95KHp95adAKrlCsVsCRBsG5W8a5VOiLZOCEBVVYRST3pSFIRiUNCrPPng32bq9efYsvvJrt1RPpdn55Y8INi+RfKAXL5ju19WyiGqqkusJMY0jc4nB4/hFW2ypsloYYBPDB6jZToMDG9pl3g0NpTH3bKHl3dZq0837yY7gUBPZbsyTYWibBiouCK7Q/T3jbN35/627N7GROMVevecwF9daU4IdCNFJpvHSBlEki5co83S92vc/wT4YeBftj//eNX3PymE+BLJQWr9jfztq0lRNSrb924ugUaC57l4joWMfIIwwHXWA4ctkxCCQrWfdK5AWje5b2AvXqYPNZVGS5ldq7vq9j1dEL/3ovKWXWj3CFNKGQaF1N3jY1eTLxs4a1OmEWSKPWhaau0/NjVO0G63QWWzdKFC5Npd3ymKQn4VcNW9SBLRjJLDPlXVNy275R3ZG+GeLFPSdnM+R9/3sJoNarpKHMc4jtVVQ3X17Ctv2bnp9PwO64pCttS7QVbqCuX6BjcNdRFFIY5jU1tcQFUUWs0G+fzql0b3eOq6QWUwKaY9nO9jONuDkxsmU+3rdueYaUpbdm2KB1V7g3knBPlcbn3R67tQK24SrdnL64ZJOl9Z5/bKpNNomc2F+TnxbGeRIgTk8mVSqQyGqnOobxdBbhApY4xsvmssisNbO4B7b0T5TWI/AaTL1aTSyCbJ2Eh2+WEylT6UVVXupYyTkN6lGF3XsWx73QJnM7SZUMj/THJ42iOEGAf+OYlR/z0hxI8Ct4FPt5v/GUkY5DWSUMgvbJ6V5I2cqQ7eo01yor7sR02ZaUzTpFwqJaGQ0SxCKKsEK+gYegnl7fs7mWFSgpFPXBFSgirSKO22xZ48m00R0iv3bisl+Nwr3X2FYhmji/VJFdXhgwhF7cKzUUlt4E9eTpBf679TN+w3X8og4xhVrF6lqRv6qVcnl3S6BZbH941ll0AmdA7zegvca9xC6bazXwW53pFOpvGGJFcSYYxUmlyhRE/fAFEc03R8NFVbBb+6ohPZ6uC9+11Fq5N2ilt2t437xi+nVO6NX+bLfamaRjqTpdo7gKqp+HFSB3YlQUjplp0Oo4efXPF2qaBXi4BECtmGrwBVS5Eu38MdtPrZFJVsz9A699WqFiCT/ru/Xa8TkBSRXpfNqkL/rgfQ1hTOFijr+rhbv4pIoa/6vti/p+vVp606U4gIiGnnlXSi3DYmBQ1VJIs5vXDv+RwTE8kE1iCVLXZ25BuRQOkAqCWdbyC7SiI70Z6Dyc5LwcxkqPT0kkoZaI0GURR3/p9E3L0xbSZa5rN3+dc7Nmgrgb+/ift2Ua3W4Ct/+g127d7O3n07l/vaIPtPsBp+wHUsXKtF4LYIggjbctZcI1mdyr6yMJHrFCgliptOg34z5MaLOPH6wsgbkS7yHbyYKAxwGzVac7PEUUiutx+jWEIz1odExWGI26rTmpsl9Fxyvf2kS5UkjA1QhU5GJP3GUYTbamDNzxLYFtmePsxyHi21HhBJxjGu1cBamMNrNMhUe8iWe9DTmbaxo22ANzaQ3WMsSIvK5lPY5QRe5HBz/HVa/hLbBg93JZB13WcV/IDnJvC5uhITxwkAUxiFpDqrMUksQ8anLzHfGGOobxf9pR33yKCVTM1dZ3rpOn3VLQxV96IZy8+w2VXbct8r+rYCPxBit5rMzUwkwGFLNTKZlUggFeNNYAj5tOTYGzdcRa5ncW3sZaQas3PoOJnUelfTipskecH5joW9OI+9uIBZLJGt9CSH0cu+Z2V50SQJXAd7aR5rYZ5UNofeUyCVy69zjUgpCT0Xu7aANT+HbqYT3cwXO+6llCiCKIKUhL6HXV/EmptF1Q2yvX0JwF5bzm68cFeYgLWkCZO0sjlAv0Ba2NJmsT7F7amz5AtJSKemrtdrBYO06Nv0DnvZQMVxjNNqMR8HHeAwPfU3FH7g9q1xnn3hZfYeWNlG1twm07UF9g9uv8tVbfiBXD5ZuXs+cna2Y9jvBYg2vzTGtYlX6O/Zxrb+NbAGor1KAcRyPvDq79Z21sEAWXW/9u6Ae/AgpSQIXTTVWKfotYV5nv61f8vi7et4rSYyjtEzWQoDQ5z6wk8yuG1Hp22r2eB7v/GLzF45j9dqEkcRejpDrqefB3/wi2zdv1LazbFtnvndX2Xy7Ct4rQZRGKCbGbKVHk58+ofZdfyBFSPpebz4+7/LrRe/h9esE/o+mmmSKVU58uFPc+DRJzcYjJVnG5u+yOTiVbYPHaavtL0rjLSdc560pb3fWPUdJBmAF28+y9Onv0ScCpmqXeW9J/9OJ7NytcHsgh/IZClXexkYGiSKIpyATrTFCm8X+Mazv4YnW1R7hvn4qX9CSs+s71dKZhZu8vXnfpWWv0ihVObjj/4z8unKurZ3Iz9wuXjjWWI1ZP+WR9alu2uaTq5Yor8NPyAVg3RXpMoqP8SqVWJn3N7g/ssUhEkpSG2Vu9EPHF48/2Vev/Rt1JzA8Rvcv/dDq/pdG5Mfc/apr3Hhq3+EU18idB0U3cAsFNn56Nu5/6OfQW+fF8RScvn5p3ntD/8TztIigeugqBqpfIEtJx/m4c98gVQ7ekBKuPH6K7z0pV/HXpwncGyEqpLKFRg8dB+P/tBPkMlkOk86cfUyz/32L9Gam8VvV5cysnl6d+3jbT/ykxRKpTccj7vSRvN5+fv2d43WPN9+8beYXriGUTD50IP/kKHq7jVj1t55dexHoqmCe8iubW8URSSQFG34gdrfZPiBfCHH5ds3+NbXvsuuv78NgDv1aV69foW9/VvbYGBqtxGWYLWauHYLt1UnCENatkscRZ239zL5gUvLWSJjFnA9i6dO/w4zSzep9AzSX95BJpUHKWlNnKNVm6HQv4NMb/JSsWeu0py7TaY8TH54PwBzCwtcvHyVOI7xfR+hKGiaShgEuK6Lpmk0mi22jgyzY28fa1FK4zjihTN/yo3pV+ntG+GxQ5/tTHoJfPU7z/A7T59L1r2xwPUCJDXk1SWuFv6Uf/o//IM2vozgey++wr/51mmEjJFS4HohUtaR12q8rP4BP/u/HUBtv/BePX+Jf/WV70E7qsjzImLZgBt19rn/lZ8/chyjPTmv3brD//0H3yb0XZDg+TFR3ALZZHjxv/BLxx8km13xlTpuE8dvkc9UmF24zVOnf5uWt8h8a4z3nvw7aKqBjCNqt1/AtZtUth7ByPeCjGmMncGuz1Ec3ke6MooAXK/F9bGXGR3YS70+xdzCGHVrjnJugPmlMc5dfxozm+HIjreT0VfwVRzbYmlhDhH7CeRvo0YY+KhqwmsUB1y++QJ91RGcRo1Wo8700g229h2iZS/x+uWniNSAQ9sfp5Tt4/KtFygXeshZaZasRSYXLrN3+GFcv8Xrl/8cJ26wf+sj9Je2gRDEMqZpLSAUQSZV5PTFr/LqpW9AKiabLrFn+IEuXQjDgFa9xvREsuNcrNUxzRSwspIM7Tq1O68Ro9Kz634ULUXs29RvvkwYRVR33o+aujtS4dj0JZ597Q9Qs4KH9n+UkZ5Ejxfr08wsXGNb/34WmuOMzVzi6I53YmhpxqYucHXiZaqVQQ5tfRwMWKo3+H++9GXmp+cRAnxfEkY2SJv0zT/i397/GDu3bU3mjePy8//5T7hzYzbJOA0kQeiAdNCv/xk/d/xt3Hc4qVTlBj6/9Ht/yoVzUwgBYZjMWaSLevUpUocf5vFTSchpEEb8+h/8Gc+/NoYQEEXg+R7gIa4+g7/nBB/74PvWjYGUkjCO0NbaEaDZsjhzdRzLtgjDJLoqnTYJPJ9Gs0GhUGBmbo6RwUF27h7m5vwZhBIzUtzJnDvJ7ZmzDFZ2EcUhF659j7nWHXaOHGNn//2Edo3a7deRikZ15/0IzSD2Leo3X7mr7BK9rSMD9y8F+fuWMO6aoTFrLXJh6hZBFGL7LlcX7nBh4hZO4HN++jpHBndhrjlUyGbzZLO5ts/dQ87OrYt48AOHbz77G0wuXaHaO8Qj+z7J1r799Ku9LMU1LGcxMe4Crlkar990OGaEHKgkJ5C3bZWXb/ts8Rx2arPksxnmai3+9PwEUSTbhSIEigK+5+G6HpJEmUrjTf7BlgKpXDLMttOgbs1iGGmm529Qa0wT6wFe4HSt6B7bOcjE255gXqSTbXAUE0tJOnR594HtK1XupeTkln7e++ijTIpcshuIY+JYoscBH9xb7Rh2gIODPXz41MPcFAWkJGkrJWoc8q7hFPqql+K2nhKfeOQkF+Jkmx7EMVEsETLi0WJE2myHPAK15hxfffrf04wW2DZyiAPDb2PfyEms+VkcN8ALbDTVIEZwpq5x7Y7Fu3pjBjNJhfhLDZXzNxyOGw49wSzVUpFMusgTxz7Ly2e/zGD5KIXBLWTN5KD33NXv8trVb6PnNSr5QXpzK9E+6XSGUqWHgcFBwg5w2MpqVVMN3nbs07z8+p+gyDLlvm1U20UTbk2c5fT5r6LmBJqm8/D+j/Pw0Y/xyutfxpeLHOw5xUB5JwiYnLvOi2e/DJmIUHr03vd5hISL15/h+TN/jJITnDrwSQrpMsdGH2WpMU2jObduR6lpGrlCkf7BUVRNRSrTmGvi0a1Y4ZkZcBybD2+TGCLCCeGFecH8ksXbSnUMzaavZ8WlEkYBi7VJUBN4iPnaGFqoUGvNMlJNIBT6q9t45MDHOX/lKY71n6IwvDWRUxzx0rmvML54GXMuzXDPPsrGborZDJ85eZDvNY4RC4Uwjgnb+SX7RY2B0qrqU2aKz5zYxzdH9hALlVDG7YLusD2usa231Gmb0nU+dd8uvlwaIlzTdjiqs39oxWeuqwofPbydWMniCY1IxvhhUie3J2xxYuuK6241YmQYR7xw6zwPbz+cRAWvMvC26/HV82PUbb8tH4EikqQ923aA2SRv41adL1azHN79OEoYMzt9md1999E3sA+BoNGa57nX/xBPsVm0J9jacxQrVnlmFhzH4sNb47bsRFt2No+VGuiazUBvD8uxNopQyOYL9Pb2YBrJyv1vbLGObD7D0KmtUMrhBT5/ce0VyqrJ8XI/bujx1JWXKGhZ9g2vuGgkYDstPNsm9CyCIMS27K6Vu5SS58/8MVP1q8goYn5xnFD6VIojXJ++wbse/HwHUkBK8KRCpKa4MjZFo5lA+lphSKSaTC/UuPjqyxzcs5sDxx/gvmPHktqGElZDCni+nyQdIMgbCqVSEbBotOb58l/8InV3hkwhxwN7PszW20NsPfQwhcyK8gqgmDaJdxynqVXJGzYFTTBnm5hek1LeorO3A/IpHWXrERqpQbK6S9GQzNoZVN+hXJzs2k5mUhr66H4a5jbSuk85HTFjZSDwqWjXuhTe1HXSQztpmnswtJBqJmDWziDDiHJwHlUkT+wHDn/xyn+iFSwQRz5Tc9e4f8+HUNUUZsrk1Mm/TSqV78gjkBqBMDhz5Qa3x6eQQDMIiFSTKzdu8sydm7zzbY8yuLeImSmS0jPktBJ7dj/K8oMfO/AepGWRK1fZ2n+4yynhug71ts89imOsZoMw6AYOM4w02VyF0Jll377H22F/kl1bTtBamsHzGxza9kQSUqgZ5Iu91BYX2LvvMVTDBCkZ7d/HIwc/RG3pNsd2vRdFKIxNX+Sly19GEuFYDpPzVzmx+31859Zpju54jOEdx9bDD4QhVqvB/OwkiqJQr9XIrIkeCWMIFYO6Z/PCmfPoqkokJa7U8NF59tnncJo1PvWxD0E+2Rk+++p/48KNZ1Bzgl3D9/Ouw58BGbNj9JHOzl4IQbbQgyoV+nq3M7jlOMuT4dTxT/H6S3/E6J5jVHKDgERTVQq9AzT79yNUSV/WZdFN4wQK+foZjFW1F1RFoVTpwSrsJlIEvVmHhp+i5Wtk6xdJGyumRxGCcqmMtfs+fEWlJ2NjBzoNT8ds3iCb6i5kXynkcXfvoKUYVEwbNdaouQa6NUE+vXIm5YQu373yGu/a/yB1r8V3r7zCjuoQsZSMlFeii0rFAkfuO0rDCZedKZ35HIQhYRgmuiBgaLAHRWlSKA8we/scO3c9QLrYA0hK+T4eP/YD3Lr2PEf2fwhNTeHFEAqDxlrZxRo+Gs88+wxOs8EPfPxjZCtlBElghW01WZQh+t/0MnvCUChtr7AwXufW/BSvjF/iQ6PHObJ1L1P2PLeXpnjh6gX2tgGBlsk006SMBDjM9338eKErvE4IwcGdb6OUKmPPTlGjiefb7Np6EnPBwcyuJDZIaPu1oFdtsV+rAYIbcZEZAYHnsEuzEROX0e+7jycHZxFC0nRzzC+0Op5QK7LJpNPouo6u6yii1O7bx3GbRFGAF1housHWkWOUcgNdE14Cr47NMvbNP8JIC774Y0fIZhR+7t+9ysSMzQvveJQdp57oXHNhepFrT/03VF3h8184xECPyr/61XPcvNXkmZOHOfCuuLPSvzFX49xffBkUhc98bj+7t+j88n+8wpnzizy9dxvHP/iRDizpZK3By898myj8Fh/+2G5O7DX5nT+8wzMvTvP0UJWHP/QhUqaBpqU4ue+9zM1cx5qdoqbZBIHDffvexcy506TSuQ6vkZREcYwiY4a1GiPaHEJonAuSOGcldNmj21g3ziJ3P4xpZDix733U71zD8Vq8dvGb1L05tg4e4Pje96Cn0m1f+Yp5N1ImuXyRcrUvwXO3g3VuOlXVOLLn7UxazxHKkHMX/5yZ2nV6e7ZwcPdjRI0mhXZFekUoHNj5NsYWYqSQnL/6XcbmLlKq9HFgxyMEszup5BO3UG95Cw/t/iCtxWksu4aCipnK8cjuD6EbJupGh26qloBEVRPgMC/sBg4DQdhexaYI2KXNkFYCPCXDy06aIIoYVjzUeImlO1cpHRhASontNAhCjzgU+KHDyNaDhI697uCvlO/lxK53I+OIxfoUZy4/RaA47Bl9gBO730NpeHuH75bj8r2XX8Gb/w6PnxrkIyd6eOqFJb70R1d5IaXyjnc/ykAu2V25ns93Xz+HffvbnLivyuc+Oszpcy3+wx+c4xVV8I5Th9lRSQ6K/TDku+cvY138Gnt35/nRz+7g8i2Xf/urr3IWuHFkiMPLYGBxzNOXb1J78Y8ZGTb5u5/fx8xCyP/1i6e54kVcHP0hHtl1AIBL87f4+rnnODSwkxl/gdsLU3zl/PeQgeBH3vYhbi9OMVTsJavleKi3gSqXsMMy03N2J5HMiRx0XcNMJ9AYRvuweNvwEbTpOoqqcXP8da7ceZF0PsOhrU9QDXP09iT1g4Mo2Z0aXbLL8rJjJrITHmq0SO3ONbKV+9t2S8FMJ8BhhmGg6M17niHejd4Sxt3UDE6VtqJWSrQim7nWEtfqSxy9/zEuTZ9HIlmyGvhhwOoCSIHv43sumpD4GwCHAZSLg5y7+hdY3gxPPvxjpEtVQJDKdkcFXHrxWa6/eIbIaTJQvkZQKaDImKqn4M1uJfQ8AreOruuMzEyjZk10ZmhZFn9wKSSp2Q4qMU+O+vQYBqsPP8qFQT70+N/nwvN/yrZDpxgdOELs+50MwtUkpaTHWyQVS1iYx7M1crVJfMuDuDtgPZaSsl9HC0KU+Vk8JUtmcYKKZSPi/Wv6haLfoCwDtLkybqGCOTdB1WqgRMNdh0hSQi5okfEcjLksbn0QY3aMamsBNcx1zKkiFKrlLbx84atU9DzvfOBHMNLZJIU9ne2cAcVRxKtPfY3xi1fRvSUqS2OEuRKqDKi4efypCguhT9OpUatZDD5yiHQxg1AVFE3nyq0XeeHMl9FyKmOL5/jAfX+P3sz6CIcg8HEci1ajRhTHeN564DAARFJXd3ruBt975b8iDMmNhVfJGUW2lvev6VWiGikW69N89+X/Qih8lAVIqWn29a4UwTFTWdK5Cq9e+hpv2/8xhnYeS5KUMvm7wg/EcYTvebQaNVRFwbFbhMFKnkGrtsRLX/4DFmZmGeYOKdsh0jMYkYfZ2kowI5mMPYTbQitUOLa/D1XVePz+z9KrVZGEHDz0flJqmniDYsxAUvs2kJy+8DUuXPseWl5hpnGTDxz+Ypd+SiRG5DLkzpOdj/EaeZgap6c1TUoUV6sPEtAinyFvnvyih1+vEk+PU21No5nZdaGOShQy6M5TrFkEtQGi6WkqrRmEZnSfbUoQccSgO0+5rhMuDRPM1Cg3polipYOeGEvJublrLFoNzt65Tpj18cOAF26dIxNlqNlNvn75OR4eOcqJLRVidBQZEgeTfPWKpNku2I2U3N8bsjOdZvV8lm2d8DyL757+L9TtWZRcsoh7aPQDgKRVW+L0V77Gwsxct+xCD9Pqll2qdJmhoyc7Ibe+59Jq1jF0HduyUNfmuWyC3hLGPaObfPaRj6EZJufmb5ARCq7v4xFzeuoCQRzx6s0rTCzO0ZNNImqESFZghmFgmGlQVFTNXbftVYTCI/d9gtvPfrONTQIgqe7Y36W4jmWRIiaXy5Au9CQV2+MIs1ClaqUJdRUKORRFwWq18AMTwQA12ybOpoiUduq2jHD9WSzLRtd1oihC0ZJdRF91G3LHo1T796MqGqq5fvgFcGK0j4VH3kmuOcW3J7bixzG7tx3EPjTIw7u3JkBYbSU+NFhl6uHHMZpzPDO7hWBBMDJ8gOruAd62tz+JHmrPjp19JR5+8BTSbvBKo5/ovEaxdz+HR6vcP1roKiQ9XC7w2Mn7aVkOV/0iF86aKIX9HH1bjgM9Kcz2VlmSuDneceKHmD33cjtjl3YK+4HV8ac4VouMArl8FjNXQdcESJVMsYfehkEc6VDIoaXMxCCT1Jus7NiH5i2xdWA/tdY4O4bvp6d3Wze+f5tURUXXE52Ioo2Bw6Bd83XfUQIidm85weT0eQZ6dzPUtxdzbVEGodC3/yixKti3/SFu3j5NtTzC1oHDpPPdxZK3DO5H3fZBirm+ThTUveAHFKGgqRqpVJJRqhuprnOjKAwIXYeioVJOl9FNFRBIvUBRKdJn+0AaWSgRK3onniJt5tm/9zG8xhLptlvsbklIud4BkJI9+knm524RiBYHtjxKsTrcFcmVT6d515EDXB/diafG/NHZCn60m+MPbaWa0ekprJwVpFMG7zy0h7O9I4jY4g/P9eBbGicfqJJJZxmurLzADE3jnQd28EKuiukt8EcX+nBrae4/bqJkS+zoX6lkpqkKT+zZgiLfTd6e5k8uD+C1ipw4HBPm+jg4krzwgzhkwa4jpWRycY73bX+AsHiFZ40Ws2NNbi1MMdGY5dbsFEcHD7PUkERhD57vEpkQtcOiBeDH09i2DQiCIEiWcVJS3XUARdM5uOtRzl38Fplsnt3DD5Cp9gGSKAgIXZeioVFOl7plp66Rnbra9ZRkcRspE8Mw0INw00l8q+ktYdwBtLZR2FPZyg+Vd7Hl2MPYocuRvj30zDqkhrfg+B6xlCzP1QR0iSRMsfN6X79C0vUUhpnrWi2oa+LFjzz6OEceegcCMJQI0Q5bKgiV90XtRAuZGOkgimk0W4CkXJD8xIDoCqEylApKO/ZaWQMiliqU3zAzUwLXizs5ZMChBx7CjyRLnsUVYw/RmkQSCdzKb2NE0zn04IP4UqERebzADkJ1ffLUeG6EjF7n0APH8RQdWxU85w1yVFtcx8V0ph9LDTlwci9+KoubSfNcLc92YwEh6dQ1FiRFhZMY/HagVztlf5kUReGR938EGSdBYCklgvYY54XGYNS5LUIRBMYikiCBoFXTVMw07zv1RSZe/R7bD73n3gWopWy/0JZ/1pMQCno6iw6886Ef5tYL32br0Sc6L6futqIDcPb4yc+wNe5j8OBJ0vn15ROFUEivSWK6d7bqskNPruE7oXylh/d87oeRSDQh0UXUCaU7hsbhSHbOYIQq8cVc51o1ZXZhJN2NlqEutg4dovxQidr4dUZ3PrZhfHY9VeBmIcep7Sb+wBaCqTFeubqIpvisHWtbz3CtMMgT/S592w8QLsxy7vXrOLqxLtTQVVNcKe7mHbkilYMnCWo1rrzwCna6Z13bQNG5UtrDkxWDAyceJrQsbn/PZyqzpdO06Vs4gYupaMw2alRSBQ4U+9i+4wFqAw3qYZMlt8np6xd51/7HqORLSBkjgc9XJHJVwqBOEbVtdFKGAW2IkGVdOXHofQzIMtlKL+XenZ1xKFQ3LztVX1smcJU+3F2N70lvGeO+TLqmUSn3kU2nKabSvHPHgzTTQ2R7B1E0veM/lpIO4JLve4RB0AaJ2rjf0sj2exoEw0glmDJrSAXWHmWkgUJho2SP9eTGi3gyOZwVAkoj2+7adjn2dSYUDM6dxTI0gtu3iAE7huHZV1kava9L0PMBVBcvE6qCuTt3iITADSUji69Qq+5JMt7abZd8SbZ+CwHMjo8TCRXPDxmefZVGZpQ4jjt5As0gRm3NkA4CZicLRJpB4PgMzJ/F7ushjCWaulIyWlE0CsPbuGscrhCk0umuNOtl0liviFFcW5fCnkrnyJX77ynHOI4IwxDf94jjmGgD4LB199cMCtWhTUFOKKpGoWcY/R7p4JlyT8dgvhFJKYmikMD3iRSFMAyIo5XICEURpLPdBrqT5dv+WaaYAH+V1y6VzW+ItnkvyhSq+PnaesMuBH4Y0XJt+mqTTC9uIfYlsdWi1LiNYho4ER3phlHEouczvHieGXMQefsWsWuTsWfQVA0rguURjOKYOT9iy9xrzIgeuHUT6XsYfh3db9KIjrI8ArGUzASSrbOvMFcqoNy6QRyGELr0Ll6mFm2lAlTMIj9x/BPMlq8ysH0/KdNk+4Nvx8jkkFvh+tI4Hx44SCrbh6KpDA7dO7t6mQJpYa+q4wqJPArVIbTUmuxbRdm07FbTsm0LguSFGQY+yib1qete34+j/q+ajh0/JJ96+g86fy9XMVlPgpw+gtJO1b158zoyiimVCni+z9zcAoePrIDqW8EEkfQ7197r9WcqFVQ259dShI7CJrFOZANfrqygQ3uB2LeJY4GayqFnS53/6SJDSpSIluGLVyWtLCf/iHaSw/KLIIEFlURug8ipEceg6BmMfA9CgKIqq9om0LKRZxHZC8QxCDVFqtiX+KA3aAusSdBqZ06qChBjxdPtLFW6InPWkyCrDGwKn0QiseIponaG4eoarr7dwlhjsDL6AJpIXsFzc7PMzkwzOJBUYhobn+Do0fs6h6pOOEcQr9/R+FYTPZPbcLXaxQMQ2Baaad51q7ycvXs3fdOUNBktCdmLopDXXnuNLSPDqKrC9MwsPT299PUPdq4XG+ACbUQRPq1okvYWM/nyHvNbEetlIeOY0HXQu8IxE9kJVKJOSSC5KqemrROr9FIiiaIYGUeEzRniOCSOBalCL4puoijKykJtua2MCZuzxJFPHAuMXBU1lUFRRAd6I2krV+6/OsmLJPJGUZT2oqp+12kvEES+i6IbGGqBtLg3RMEyhdLBlUvrv/e8doGhFSOsom868xUBy6i+UkrOnTtDT7sSU73RRErYsXNX51kVdblqlXhZSnlyoy7fEiv3IAh4/bVzHDy4B03X2jYi0ejuydYNP+B7Hp5rI2RIEAR43r3hByAZOInswmkBcOP5dXzdrW1a9KIreQSCOAzxHAu3XkPRNMxCEd3MoCiJK0cnjy6SAhChs8S5r/4K9foirYZCT+8IJ3/gf0bRV3YMEtkVm74RSVayMhWhIAi48fTPMz1xhVZTxUzleeSz/zNmaairrRCgChh74d8zduNVrJaKpqZ55FM/Q7Z/97q29yo4vJyva2jd7q6NSLQz9ES8HkfkLp0jZUQcB0zN38AJ6gxWd5E1S22jsz7md1knAt/DajWpL+nEcYTrOknRjg7swXqdADCyy8Zsvb4sNaaZr49RKQ1RzQ+jpdMbtoUke3F68SbFQg+9xa3rdGctv8vVohq1BRRFxWo1KBSKHQwkpNzcmC0/GhGebzMxewXV0Biq7O6UOFzDAYaWY6OdVspY8Yevlp3j+nzre8/huu6Gz/P4Q/fTV610+NVUldbEac489e9w3Bi7JTh4/zvZ8fgPd+nacltn5jKvf/3/xHEiWk3BroMPsP99PwXr2q6MabAcptjR1eW2bTmvPuRtj2WSES1QjDYSZhs3R5CU2wscG7dRR8YxZqGIkcmiqFoyNzHJig1W+XfZyG1WdkKKdTrRrC/h6jot20bTUyzbv83SW8K437h+h1/5D7/Lhz7wLt77vicBaHo2c80ldvaObHiNlBIznUmSVkpFPM8nkHMoiuj8H6DutBAICm2faRCHXJsd48DgjnV9Wr6DFwRU2pE0kYy4NH2bQ4M7N5gDgvmJO5z+0m9Qn7iDU1tCqCqZcpX+fYc5+QM/TCab67ou9ptciLcyVnoSPyvYZV/geOCjrioILWU7MSpZqG+4klwLGyTjgNu2zsulTxNmoGzf5gFrCUpD69vKkKlWwLOlHyDMQsaZ5WRjjmz/7nVt70VdVeo3hQS5Me/r2rRXg1JKro+/yree+00iw2f3lpO86/iProEfWH/OkjLTFEoVqn0DRFFEyw27DorvRo7X4tbkWTLZPKM9+zs1Rpea03zlu79IzZ2mVOnlY6f+Cbmuuq0rfDTtRb72zK8yU7tBtlTgo4/8dCdMcj3PCamqSjaXp9I7gKqqBLEgZXY7At+MXILA4/kzf8yZK0+hF3QeP/K31hTl7uZh07gntF1EhQKBnkpMZzvrUwBaO0u7i18h8JrTvJh5B062SJCX9C3dYocQrK8AIfCtOU4bp2ile/HzkKtfZn/HS91NYRRRry9gzbxMIDL0DB0lnyugrILdDaKQRatOX77Sec5LM7fZ1TOCsSZKTSCwGnVe+tJvMHftEvbSPDKOSRcrlLds5/7P/gjl/sHu+SzBjyWGwkpi4V+GluEHhCCTzVPuqZJKpdDqjXYSU2ertCl6Sxh31/WYrs1T6l85iBqrT/Pajats7xlOVuOrwKEgeUTHauHaLTy7QRCGWLZLHMWomtJpdXr8ApEreffhpJRrzW3y1KWX2d27BVVRukCnzs1cZ3xmjk+cTF4wlu/y7UsvsbNnhJSuA6IjxDCK+LX/8sc88+evdUL9/MCGW03E63f4e/07+cgH3tvh1/M9blw7x9D01zCpYNUlWRyuXn2MPYce6uCftFyXb77wChkzxTtOHkPX1GQXE3srW2whQDERQiGKI27eOE927kUOOC9Rs7NknDmuXR9hb2Ub6fTKiyOOY27fuoQ6+zoHm8+x5JYwWzPcGNbZM3CQfL6IlDG+NQZI9PQAiposSRIgNwDZNWabJSlhZm6O8fFpNF0jCEJSKQPPS85LMuk0tWYDXdMZGuhHLy7y2uVvUi33Y9lLzC3eoeUsUsj00mjNc/XOaVKZNLuH7yejr/DiOjb1xXlUGayCH1hfJDuOI1zfasd9C54784ecv/40mVKWj536GSr5IaSMee3iN9FSKuW4it1qMbN0g9zAcfzQ5ert0zhRk13Dxyll+zh75TuEOFTSfbScOpMLVyjnBonikOt3XqHhzrF96CgD5ZWM2jAMaTXqzE0lPtqlWp10elUh+CgiGL+F9B2EKtDLClJCWIuRUeKaUDJZtIFtCATjM5cZmztHX2mEhjfP2OxF9ow8iCJUJmevMj5/mf6erWztO7x52QFLzSaeF1LYupdbcyFhJAmlRFEkuiKoGOBHEXNLNSrFAqqisLQ4y8TYFfaPfZVFdYRoYRFrcISxO9cZHe1eXDWaS9y5dZE9E19iSR0hWGwQlkvcvHGZbavgiOM4ptmq05p9nczCl6k0X+HmYsSdicfIb/sIPYP7yLZ1fqI5yzfPvMgXTn0QTdWIZMR3rp6mnMozUKp27fIl8OVv/QX/8cvfbQdoxPieh8RGnhnjfWqFf/yTP7HCR2gz22jx219/gU8/fowtfSUUbf3hdeQ2sacvI4VGfuQgQtWJAwd78iJRHJMfOYiid7/MY5kk34nIQ9P+psMP6BoT9Vm+9Pt/ysmjh/GjgKuLdzg/fgMv8Lk6d4e9fVtJrS4SKyCTy5PN5ymXynieB7OzXWFkduDw4uQ56pMOj+w+gq5p3KxNcnnqFoutBs3AopIpUskW8EKf58fPcPPaDG/fd4KsmWasPs2VmTtMLS2gGQqGojNQTELfVEXhyR0DWI2H8VCTmOowRCIpRS77B7ojKZTY5dydmyz0fhBXrxKUIub9BuHVi+w5cJzloyhFCDRDp+V5RFKixjG12iQzt7/XdtkkL5jR3e/BTJdRBIzdfo1L+XcQljLYYQ7DnqVxe5a9R2qwyrgLAbNjr/Jy+lHirEFLVkm1Jlmcctljz0K+SOC5nHnhz4CYA/d/lIwRgowgtYUr49Pcnprl0aMHMHSdTcKxA8nL4dkzl3j6bFLPMjlXEYDAspqEQUjULjV3YLSfL3z2Ad5x/Ae5dPVpjFSMUil1Qh9fufANXrv6LfS8hqGZVLavAM4tA4cNtoHDvEh0wQ9AYthfvvB1zt98mnylxMN7P55UzRm8n3l7ivn6OJXcUBLhc/TjXLz0HdylOfRckUK6CgImZi7z1Iu/A+mImj3F2+/7PCcPvp+8mqO5MI6RLlLJJTun+cU7fPv53yZKeUzXr/ORh/7Jiu4vA4cNJ8BhqFNdwGHSbdH4/f+NYOwSxoBG8VQO947EvhwSt9PlU7tOUP6xf40Ukq1DByH4OOPjZ9hdPECmmvDgBw7fefE/Mm+PUyiX+eSj/xNpozuM866yiyV//uxLnL85weNPPs7OXFLcJoxjYmJUIRChz2/8tz8nZ6b4kU98iGwmg2ze4fmaSTz4ERr6CGp+lhkZU7n1OqNbdnadBwhnlhdnfYLBj9HSBxGFJWbjgOz1V9m+Yy+QFBOfmpmEhWcotJ5GjVv4qVGE6RI3L9G8uoTTeh+V4fvJlQUvTJzlpRsXeGL3CXb0DzHTXOTa/BjXpscxTYOFZp1dfSu1hU6MVLl+/H7qGMQyxmvjzBiRz4PbBjp+fdd3mJ98npma4JWXX+T+EZWiNkC57wRrd2ZWKPnuzRqu5/PBwf0YIsYJJc+O1VlYavBkfiumEVLM5zr7E0VRVgGHmdTqtU6C5Zuht4RxH9k6SN/RIeT2LF7o88yN1zEi2JYpdOAHcnqWHX2dUkNIuQo4rJkAhzXXAIc1fIslt8F8vUXDthhvzrBk19idKSKRPHv7DLsKozyy5wh26DJnL7FkNVlo1plozjK2NMPeTBFFEbw8cZFMnGbgyHLmomCop4J3bD9NkSKjOeho2IFGxprsivmFZKeRs27jWi5+3kR1XczGLUy91LXRCqPkMNX3Q25MXabmKzitBRp3biKJKZgmedNkKArb/QrS7izZxgxOZhhbapi1G5hpY90GTgCmv0iucQsv1UNTL2DWb5LWVUQbwdl3Pc48dRERNdmWnUbnZZAhQeHt3Jo7wngdzmRS1G2XY3t2UK6qbCZOSwjBrgOHmDRH6WDjSdoTJsb3A5Z9UQd60pgpCCnS8usMZYY4dOj9ncl1cNejtJamyZXLDPfs67q7Y7dYXJhFRAkMRKPeDRwGcOnW85y58S0Cz8NZqNNw5tg1ej8vvvx7PH7o01QHd3UOCg0jTaiC67c4efgH2pV6JAO9Ozm64zEazQkObn0cBZH4tlMGLXuRx058HDNfBiSV0jDH976DmZmLHN3xzlWuJQhDn2Z9ienxjYHDRKZA8eM/w9Jzf4reW4Ad9yHSl0lvheDWq7jpbRgjA4TzF1F696AoGqlckVpzhn2HHqZ3S7JLMHSTk4fez/mzX2fnjoc7OD2bIUUVPPz4YywM2+hlkxvzAWEsCWOJIiSaAiVDZ/ihd7Mtr5Fpn0mohOQbVwmkSr0yjNGcQA1a6OH6SDOFmHzzGl6s0Cz3YbSm0bwljEGVZVTFJGGuQqsecFF/kgKLOJFBvaJiBIvYej97jYhSoYQXLzHRmMPxPcYXZslmTV4bu8Jus0RGN7gyf5tLt++wvWcI1ETc/fks4sjbaWgVTMXF1ARN3yDjNRistBL1k7DgqfzWxSz79Ami0Gdyvk5/f4Um80gpqRZy5Nq7ryAWeGqWJT/k9LlLCfxAHGOTxhYBTz39LE6ryec+/lHSheSlHscxzWXgME3Dcux11aQ2Q28J4y41GDo+wtJkk/HFWV68c54PjR7j5I4Sk9YcV+bu8L2Lr7G9d6jrukwuTzaX2xDyF2CiMYsb+liew625Kc4uXmG70c8nRw8gDMHZmauMj83xwM4DTLcWaPk2XuBzfWaCRWoYjsrHh/aTy+d45bWLRAuCx/cdI51qw5/emSR46VsM9xp8/jM7mVsK+Pe/dYEp3+fm1k9T2b2aW0Ejt5MFPUWg5ghyMX6qhJtbCYXwnCUatcnEmIYh363bxLqB9GyCMMKJAnKRpOhHDLYssrleQOKkB1goDxOrJmGQot53DE0L2Ii8VJWFchWpGERxlnrvMSIl7G5j+2T9OYKpAvPGUWI9izY3R3r6u9g3fGbEY7hmgTAMuFvBirUkgJEMfGLbBAElWraK6/odl1bLamGmkhTvckYgMcmYeR49/Enqd67hRz6XbzxPw5tlpH8fjx76OEYqTcYssvrlYqbbkL+Dg0RR3AYO6/av9pW3cnzb2/FrdebcGeqtWXYPP8ixwccplge7XDiKonLiwPsYb/15J9V8Yv4KpVIvJw6+F3d6mmplZ+cZD+95guJijKobjM9c4vbUOXKFIof2PsHO9E56+w6y+lRM03TyhRL9w1tQVRWpTXe50oQQiOGDGO/fiqLqXBof509eupnE3ouHGMz2cPuVOU6FLo/2AUiGenej7Xg/pp6l1pzl8q0XQJfsGjrBo7s/TM+2QyjKm5v6OjEDukdB0xlK+URyGa4jRlUgowtUp0WaVcEBQmWxdIQAg1ikaFUPQBQQ6hvF3guWiodwZIpIzWCVdyOigGBVeKEQgnQqRSu2Oe/uZptisxgUaMQZyn6DaTHKfjlOyjCYaTZZcGrEUnJ1agwlC7emp/hQzy56h7fwH858mQtXb/OeQw+xpVxGAldml6g//TUKpsrnP7ebtKnyi79xgaUFh4tPPsh2mbjR5mt1btq9TEmN/YdmCITkqlPBsl1CqXBK8dFVhZRhJNARgErEkFYjIwJcLcNcK3HtlqMmPe40CzcvMXz0ZPucTSGXL9DXmxTrqNcbhNEmQ6ZW0WYqMf068EFgVkp5qP3d/wr8OLCcMfE/SSn/rP2//w/woySF3f6BlPLrb8iEonIw2wfbsiy4daabC1yvL3Hg2MPcXryJRGL7HuGa1HvXbuHaNqFj4Ydt4LB2LVRIMl8PFYbZMlJFKpKxxgxOGPDEkx9k0m8QS4kXBHhhSErVOVzeytBADdNMcXN6gnhR8IF3f5Kl0COSMUGUwJOSStwM44tNgumbaBhk/B7MVotw8jKtQDDftNc9Z6l1hchyWMwfQmu5ZOs3yLDivrk1XecPvvkttvSnmRN9LFgqvuowd2UKf65IOm2iCEHLstHyY3xuYBsSQdaZpH9pCis9QiQHKc2+TCGTAtZCnwpMb57+peu4qV58bS+V2ZfaIE5v67Qqjm4jY0uknoNUHpkqIqOQlB6S78nTHL9JqlDmwnemOPXxd6MZm4zBTbwwpLnJK+MpnrnlsPxyyKsRT+7rR9c0VteYVVQNVTO4fPMFnnrhd1CzCpcmn+V9h79IJr3ereC5DvWlRXRWAYeFYZfBrpaGuT1xltv1i7zj2A9THtqBoqhk8hU2OrASAlTDZKkxzTee+TV8HNSMINr/KXaV1/uu1ZSJZdf4xjO/RstbQs0mB7aHqg+sa7sMHDY3PYGqKtQXa2TS3dgyZ2/NMr2wRM3y6d8yytjWd4AiSC9OYpZLjJtHqZVWXyNRUyliGfG9l/8r18dfRcsrTCxc5h07f6Dr5bJZClGYC1P0RSqzQWpl5a7EaFJQFDEtJYu7yqQIGdFXe4UAlbHSY+QXzqL6TbSt68cBJD2N1/AihcnSI5hLl9DdRYzeA2taCQq6zydS/wlVBviKYKYRIKXPHv91TP09yb0FHKxuozAvGK72cnXxDlemxsgce4xIEQRxkKygvZXIn5mGhTVzh5wpyblVdKkQT13BnvOYrO0HKZleWOTbz79Cf343UpQJ8+/hvGdRna5RqBYQepbF2hwXXzvLQ4ePcPbZl1iamKI/uknObiKNLNnAxXR24s/BXOwg7Dr5G9cZPnICROKytK0m8zLE0DRa9l8fcNhvAr8A/Paa7/+VlPL/Xv2FEOIA8BngIDAEfEsIsUcuxzXehXJGhi8+8kn0dI6zCzdQpGTBahGpKs9PnCWIQ168ep4PHD9FJb2jfS9ImRmMNnCY5/sEa4DD9vdsZ/vJIgjBQmgTXQmo202kbvDSrXNYgc3k5CKXxm9xYuc+th77MNHhEEuNeerOc7h2RKTrvDp2hprbZGHO4tWbVxg8sgNNUfnIoW0MxiGaM88fvWjgtNK8ff9+ZLbCyR1D656zlt3FjGoQqVn8jMTVS1QzK0MTS4GrVrkwL5kaVVHCABlKxJY+7N48mfahSkbG1HqT1Z1AYpmDTBeHkEqKIEyx0HMc9HDd/UHiGlWmimWEohNFJgvV4+TUFR6EolDo6SWuB1w/c7njnhBCIdr6IOWhLEo7kidw7E0DGknA90MWW71oahFXWLjVrSSImgIzbhIEFjKWBEEAMgUC9EyW0tZdxO48PaVh7GCBocpuyj2jGMb6FWAHOKynL4mWcfx1h6lCCI7sfZL8YkC+MtBJiioNb9s4WUQoVHcfRBoaw/17mJy9SCHXQ391B9ny+ipJ1Z0HUEyD0YH93Bx/hWymwGB1F7m+9TqhqhrpTI5ytbcNHCa7gMOklBhKjKlKiqYgo4TsLUgEkqyiM5yL0I2IkhYRBGFnI1UYGAGhMDq4n5m5GyhazJbeA+T7R+4annkvUokpKy5pRaOievhxiBOGqKrE1HSyiiCKbAy5YoSkUJkp3IcvdSQqtdJ+iCPCDQ4eQTCXO4IjDSJh0CzshlyAtyZZTCBx/IgXvPs57D/FleYIThBR5Ba3c4/zmJ/kRvRmynz20HvxtjdRs3l+8cUv4fsenlAYWxpjrDFD3W7x9MXX2dO3F6HAY7uGUR5+GN2a5VtnM3gy5tjIDsLdVR4/sAOhCGQcM1DJYwtBGIVEMiksU2vGuClByvCBVzlq/i7B+AkWpzKkPJuiqaApCjJ0kKpOTlcpCQ9UDZmr0HJ8lot5rACHlUkZKZRGo4OZ82ZoM2X2viuE2LbJ/j4CfElK6QE3hRDXgAeA597owlS+BMCeyhZ+sLSTrfc9RN1rMZzvRUkvomzvZa6+RDywAj8Q+B6B56Ip4AcBge+tMzbLaePVOMXneg6Q7RnGiwPSepoTuUHc7QY1u0kUR6gpEzUFqoz5bP9RxFBiYBShcLIwQmtrhO17BGGIoYOvpnhl6CGeiK+y7fijBC2L6eefYSK3g7UrQIEk701yoHELV69Sn7cRMsLUd3baDPRWedeJ+0ARzGU13HYNUZDEyE6NV5AcKFU7PaeDRXa2rpMSkplWFsOaJu7Zs+E4G2GDbdZV8rLFlNuDWb+FU1mFh57L8/aPfhIZx+tgEoSiEIUr7h5FVdlkHXEA4jBGVzSQOgcHTLb3KZ1xUimQUXMIAeaqGqKqpqPmdAZyBT7y2E8x9up32X3sA+sLhrcpDHxcx6bVTDCwfd8ljiPWqrqum+QKfV3HBZq58epICIFZSCK53nPqx7j+3NcYOfwQuQ0MO4BZKAHw9gd/kBtigJ7t+yn3btt4TOII33OxWo0k+caxCYNul9q+Lf3sHV3BpznZOQPsvr8UKy/0Zb0/sudJ+rUevFadLbtP3SU58I0pRqEl0vjoaKaCUDxennIYyWsc7M1Ss0N8LUOorF65x1TdGwx4N5hWd8PUVZrZYbRofc6NQFJ2b7LHu8W8toNw+jaO2YM+sFJJTEoJoY2UEZ7MEAUSd/wOmqYgenQCkSGOHOLITY5vVA2zUCaWko8Pn2Q+6qWaL3JzeoLj5W1sHciT0nUszyWrJbuC1wdPctS6wo6HH8MPJQ2+zWvpAzyqJjLpzQse3yU56o8Rx8l3s60MXqiiFkNs0vRlBhgoPAjZo7xnx/3IOG6/oMPO0x6TKQ6GK4ekeiq1Ihsp8X0Pu9kkMFxsy1oXFLAZ+sv43H9SCPFDwGngp6WUS8Aw8PyqNuPt79aREOKLwBcBRkZXVjSmlqI/X6Gcy6ObGT6+7x0spUYojGxH1VNd8AOJcTEwjBQIBUV17hqip6safdky2XyZXCrLh/Y8RiO7BaNQXgUolpCqqPRmSyiGSdZI896dp7Dy21D0FOlyFV3RiKVk1nYZuPkqC5U86thN4sDHbyyQW1ygdt/7We00kAh8qROQ4XTP5xDpJnsm/4RwVTp+OZ/j0fsO8WYpkCp2rPNa7weol3o5dOd3UVh/oAqCiKTtlfIHmFF3cTj4HSK6MWCyhc0dtkkkAU02d6AKgwP9iE366FvROBHdu49svkylZ8tdDTskPnJN1zGMFFEco6prMTtWKFPt2xCV816k6yl6BnZipt84rV9VNaoDO8lkincNTxZCoKoaupFCVRQ0TUdZlaSTAORtLhs6kvG6vCohBKXeLTjKzPdt2KWEVrOJv7iApWZx7JCGHzE3u0Q6SGHlIxw7wHUc7ChNHFc6PLuxwbi+i5f6fpCR+DtkrVvEG2R3S8CTKWbUIZ7v/yF6xcv01l4jXnX4LJBE018l713l/amL1Ps+wIFtW0FAuPQC5dk/wJsp0ihvwxw+2rlOEYJKuohWrGLqBo+O3scDpe24o3UKg1sw2iBhc15Ez63naKQUgvFbRBIs26Iy9TSL/SfYKSGd62c41982anIVZ6vGnFPAI4DgbjMp0/7ZkNoy140UhqGj68F/V+CwXwL+D5Kn+z+A/x/wI2+mAynlrwC/Agn8ACidxJ2Rk4+jaBrLM6K8fRmCdYMZItf83okFByE0lFUN+g88iFBER8mLw10nnl1U3XkEwUrbfP+2zv+ESNL0Dz75LvY9tqZO+GOPAQlGzmp2nTBiT9mgVdiNnREoaZNt2jC5TAYvisl8nzkQXhDQX8iRpR8yWVwJ25TdZOMGTqySWtWvH4YUcwUODRZIZcr0i4gtO/ZS8GZwhUHu++BBcDcw2/Ut30T+BULRUdbswqQiKY3uRRHdq5h1L4x7gMgJoXaur2zZt+7/m6HC4A40I98V9XI3yvdtQUuZXTwrQu3sTBKVld0wAXL5MVayhTdDAoEilsHbViiVKaGq5ppxE+1xe+POBZCKAh4fTiOIGTFUvEBy6FgRTVFIpxTIpIhjHU1NFj4K4Io0J3tjZo09HEl5lEeHGVqawszlk53yqhhzR+oc65Es6vs5YnrktV5G0nkK+SJh2E5EEwrKyMdh+COAoKzodDJj5Alk/OPJ+CoaTtzAsnzyucQFlOvdQrY60pGZWejFLPQipaTZtEmXYOTQUT6792D3wz/ySMfYrh8qscFvd//mjShJI2nrhVydabv8k3y/2RyT78u4Sylnln8XQvwq8OX2nxPA6KqmI+3v7km+HzAxMUmMTSqrUskPtY3y2sm5ZjClxPNcfE8njCKCIOgolkCQ0dZsm++2SGvjhoh7YqOs5yOV7sZs7ybZ6RcgVyyz730/gwROdK55KHmBKEpX2ze8+6q2hpli1+M/DkiOdvo9DrRhE5SVtnpKZ8fDfwuQHOm0PUaSmNTd9o1HILleI7/sOXpjUjbXTAhBRtkYJjffO7q2cVenURQRhgm2fxTHhGGIXFWizFSroK5Hc9yAibvqQq46svm2ZTZs25mgMqmj6nkuqqYSBH6SswGdNlLZXKipkDo5dYONss5dlombzCwWMDJcYF2e6PKf3cvWjg71bj1E75YDHEDwBACHgfe3k+C6db4yuIPKh/9XJIJHO529c/38UHQSyC25jntBAqkrBHz366f5pV/+JX7l3/97+no3xneRUvInf/qn/NZv/za/+eu/QbFQwEjdzUhsGgQi4eX7mM+dBCkJcRS3gcNiwsCHtrvrzSQPfl/GXQgxKKWcav/5MeBc+/c/Af6TEOL/ITlQ3Q28+Eb9Xb9+i5/8u/8ULT/POz+3nQf3f5Sj299x7wcRUCgUcV2XfLGM77lMTE2zuDDXBl1KGr2ZwVjGnPiroVUvonaf4p7Qr91tN3WHTr+b27IJId5U2zekzibpza3KN0ebl93ytAvDgImJMQr5HNl8kSAIyGTdLsjd5cSpzfW7eXm82bbLpKhJgQndMDF0jSiKuHPnNsPDI+jtKKQ3pxPfn+vljUgi7z5sG3y/ksX8xvy82bZ3vekqeuThh/nt3/kdPv/5L/Bbv/mb9PV1LxbiOObLX/4K/+PP/BP+r5/7uQTl9Z7j/GZAIO7G8+aovrSE1WrQVy2RyeWxnIBSqfSm7/uGoymE+M8kB6J7hRDjQogfBX5OCHFWCHEGeBL4xwBSyvPA7wEXgK8Bf/+NImUAtu8YoWnPs+/gMPiSibnLhJGPlAkQ06VbzzO5cJW4qytBtaeXWApazQa1xXkqxQKXLl5gYX62jWiYIBvGcYxc/myjHd79M165ZsM20frvV1239n/A3a9Zc5+7tpVyVdt4Vdt7PMeqH5Bt+IA3eA4ZJ7BLm2oru37Wt71L/xuO7fq2b0Z2AJ7ncvniBTzXRcQRtcU5WpZFT28fqqrce5z+X5RdGIY4js3U1CRzM5M4VotWs8HFi+dwXWcT+rpqbDerr11yiDdou4E8up7jr1Z2q9ttqu0mZJfP5/nFX/gFSqUSP/z5zzMzM7NynyjiK1/5Cv/4p3+af/mzP8uHP/ShDfR4M+P0/cy79bZmuW0cxywtLnDh/Fkq5RKe5zI3M0W9vkSlXHnTL4m3BOTvjp1b5PYd/fyjn34/WhRAJcvxAx9AVTS+/J1/x525c6SLWT768E+zvfdRlDbCXxzHnH39FTRNZ+u2bUyN38YPAuYXlsjlC6RMkygMEx+5ohAGPikzjWNbZLN5Wq06uXwRq9UgZWZwHRtVS5DiFKGgahq+75I2s9h2k2yuQKtZJ5sr4FgtzEwW33NRNQ0pk2QcXdexbQvDTOM5Nrl80jaTy+PYFinTJAiCNuSpQtDmybUt0tkcVqvR4SmdyeG5DrphtLHqJZqm4/te8hxWi2y+gNVskMkVsK0mZiZL0OaJthJpuo7nOKSzOexWk2y+QKvZILuKp7DNE0IQBsHKOOXytJrtcWo2SGe7eYrjGISC73tkszlc22r3XyebK+JYTcx0Bt/32iGJkiiK0I0UnmOTzuWx2rw06jXS7TE1zTRRlMhOUVbGaUPZpTPMTE/TajYp5nNkslmiKGJhcYnRLVuRUZisgNpjarea9LRsotkZFEUlFgkIlpbLsVguYRaK2K0m6Vwep9VckV3KJAj/srJzE12zLcxMNolxn19AxpLe3irzc3OoisALQtKZLIODQ/juJmTXdnMEgY+q6biuTSFfwrIa62WnG0RxBG2ePM8lncl29Z/J5mg1G6TMNHEUdg6moyjEMFK4q2SX6+hgwpNhpNqyS4rV3Et2ZjqR9+pxUjUdf5knK5l3y/y7ttWlTxKIl3lybdKZPHar0ZGdvhTwT/+Hn8HvMfkXf/d/pJTK8syNc/x///XP8VM/9VO844m3kc7msZsNUuksrmORyxc647RsyJfHyUxn1sy7PLbVwsxkCDyvg/ck45iUmV4nu9XjlEqZhGHQ0XHf92k261RKRQxNpdo3gOeH1Op19u3d11ULWPxNgfxVVY2/9YUPM928yMnt72Dr3ocRSrLa2r3lJFZ9hoHe3eTS3b5SIQQHDh3lytWr3Ll1g1KpjOF75HI5HNslm8/juTaqqqGoGq4DhWIRGXiUyyVCr0W5VCLybUqlIvO+SxjHLC0tUCmVKJeK2K2YYqlAHNhUyiVCt0WlXGIhcCgVC7QaMalUmljG+L6HZbssLi4yPLoFXRVUyiXmfZtyqQSRRz6fb79ENBRFxXUgXyxQCz0qpRKRa1Eul4g8m3KpSH0pIpPLE/gJcJhhmljNmGKpSBw4yXO4LSrlInI1T2YaGccEYUA6k6MZh8mzesvPYVEpl1gMPfKFAq5tJTypKq5tkS8WkKFLuVQicFpUymVC16JcKtJYCknncoRBQBSGBHFMvbZEEASYukKlvHxNMk7FYgGrWU/it2VS5zSTy1GPfCqlIl6rTrPRoNlsUCyWUGREsZDDc11UVUXVNBx7WXZul+xi36ZYKEDoUy3mOkbE9SJ6KmV6qhUW52fI53K4rTqlYoGwVSf6jd+g9bWvAbCUyyHDkP5Gg1vvfS+Vn/gJqsUs1XKJOS95ZiKffKEtO7U9Tg4UigWWQpdKeY3sikUaMkrGyU8wYJZlVygWmXNaKIpgYWEBz3Mp57MsLixg6BqGoTM8XEVVNXL5LE0ZrJNduVyCcJU+tcfJarUQqsbCXAspwVBFe7zasqtFpDM5wsBHyhjDTGM1IkqlYqd/u7FEvV7HdSzy+QJCVzBTZvLy8D0yuQJEPpXSynxY7l9EQXveOUk0m6bhWFAobSy7UqlIsxaRzuYIQ584lphmmmYjolQsEvnr9bVYLGC1GkmUHEkt5Uw2B7FPpVwk8iyq5RKzdhP9z2/yj5uH+Lnxp/l7f++neKS8nT+YfI1P3Pc4Rw4eIm3oVMtlAruJpqksLS2iqhoZUyfb1vFYRphmhmYjolwqMu8vz7tEDjJwKebzTFtN6k2LXC6PaWgUC/mNZVcqQdjWJ9dGVVQUTcezWwz276JZX2JgZCt3bl7H8gKOHTuxrsj7ZugtYdxzuQwf/cinWLh+AVVR8COP22PnCKTL8OBeKsGnqGzZtS5pRQiBrusM9vdy6dIlitU+XGeJ3oFhonA+QdeTCdaMqmrIKMRMm6QMnXQ6qU+YSadJGQaZTJpCPoemaVSKORaW6izMz1HIZ0mn0xiGkXzqOmkzuTZtmgSegWmmcF2Hubl5qr19bBsdolwtU1uMyHSuNbHbnzIO0TQ9STePQ9LpNI6hk86kMQy9fU1yHzdlkDZTqCLxe5qmSei5ZNImLV1f1X96hSc3hWmmiGOJ6gvSZgqv88x6u+3q50gho2CFpzAgbS7zm26PVzJO6XQa1zZIp0wCVSGONIpGCiXyyZV6uHbtKs1GfWWMU8l9Qs8h1U4lVxRIm2nclIHnOizW6uzas5dsSqG3p0p9aYG0aSJkjKJpaJpOHAZt2Rkd2S0/cyabwfcyaFqRIAxp2S6FfI58Nk02m8VuGuRyWZqpRN6GrqG7Llq9niiSphEqCrRaVG7eZGZmmsGevV1jaxs6pmki4whVU9FUDRkHmF3jv0p2aRPXMTBTJqEQxDJuy84hkzFJp00GBgcJnSaTc4uEsaSQz7FUb5DLZan29BB4Hpl0Bt+1N5SdbRiYHX3SUDWdOArJ5QvEvk2+0sfVK5epWK3OuHm2jmmmCJUVngLP6fRrtVrUmy127dlLc3GOnmoF226SMhI8cUWQ6GW7v5Sur+iImcZJGSuyU5Ow1LitT116uqxPpomfSuZQGAjiOMY0U/iukei4sdJ/Jp3Gao9t5LvtZK8kgKKjl6vaGrqOFgoKnso/Sz3M/9L4c36t9Sw/bT7M4/F2xqem2bl1kEwmTSZtUumpoEQeSirD9OQ42Wy2PY8iTNPEd5N7p1bJOWOmaek6CwvzBFHMzm1bkXGEoihkTBPfMVbpxIpu2Ckds22fkvBdDRkaZNq7q7m5WWLVYNvWIXT9zYXrLtNbwrhDcjyip3PEnsPps3/GKxe/gZoT9Fa28OT2T921bJkEypUeTt7/IDdv3mBusY5iZHAdB1U3ks/lFanjoLZaOK5Ls9XCcb3k03FptSxaltVx3SgypGn7uK5LKpNP2jaTa1otC8dxaVoWtuMSxTA5NZX4UF2bOI6YnZkmCkOaLQvXTfq3XRe1ZeG6DqoaJCt310HVW9iu2+m/89mycBwHFI3Q95BAGMnk3i2ru20zea6WZWE7DmHb1xcFPlJR23y3cLxV11gWjuuiWXYyNmqAomp4jotqWCvXdD7d5NNxQdGIgjasbsui0WiiaClMTWFiaoZsSiPbauE4XpsnlzBOwMKCMDn9t22HpZkFUrqG02pi2TZzc7OJm0Gz8TwngR9QfVzHRW3z21zNU1t29XqTIIZ6bYlKuUilUsVqNbBtB88LsG0bz/dpWTau56OZKcJiOwrZTKGHEeTzLO7cSU9vH67n02y12rJrYbseqrUsO7UtOxdVb/O0Wg7eil6hqIR+QExMGIPtuOgtC8/zWVyYx7ZtZBSh6irNVgtdVZieXUBoJqauJrJz3HWya1ltfbKsZGxUtT1ODq7n02pZqEYDU1e5Mz5JIWtitixsx0OKJFFKypgwXtanFpZl05yvdeTRarVQFxIwrDCIQSS7LhQNu63TXfrUamE7LkK12rJTUX090a227FqtZkd2tutitHVDKlrCU5yMU9ccXd2/66G3LCzHJYiSJL/A90BRsZfnc/vT9TwMNSbMarxijXNbbbIz18+37VtsHzhG/2A/nh90+p+dnsbzXIw4iVy5Mz5Bf18fsWzztNG8s1rMLy7ih5JMSsW27cQ9aqZB0Tpju9Z+2I6Lolt4roOqKKi6juM4+HNz2LZD6Hscvu84hqHz/UYrvGWMO0C6VEFGITl/AkNLIQkpZKoUB0ZR1I2Ne5IdLzAMg107dzEyPEyj0cS2W9iuTxRLoiBCRDGRBMf1iIWKbTsgVCzbIRYqzZbN3GKNZqNBqZAjk81h6CrzC0tkCzWkULEcB6lonWuctmGfm1+k1WpRLhZx/YB6vUbLdunp6cFsWUihYTkOsVRwPJ8okkQyQghJFCc8SRJelvuXQsFxXSIp8HyfKEqqysT4RAgsx014aj+H7ThIkmtCCQRh++AGpOMRo2A5LpA8B+0xiFFwPY9wmacoJpRgu+1rbLvNk40UavIykwLPD4jCpF7p5NQkcRgQxBJdM1DDkJn5RbLFSpsnjygGP4jaPlKJ7bhMzy9iaCpaKsVSbYmlpQYzCw0GBvpR2+OkxFGbt2RydcvObsvOIkZgGDq9fX0IBE3bJggiGs0mfhRTqzcIImhZFhgmqR//cbQPfxhFUSiR+NzVfJ6dlTJmPjkraFl2W3YusRRt2cVEMQhlWXbuetmRvEwjSTJOUeLflvhJpqftYHk+N8+dx9AU/CAkbRbIpDLMzc3R2waMiqIYy3KIUVdkZ3fLznFXeCKMcf2QqakxhIyJSMq+RX7AzNwCZrZAJMH1A+K2zz32AiIpaLUspucXyWXTqLrBwsICS7U687UWg0ODxCQ+/TiSyRxa1o22bq/oBrht2Yk4IowgkgJnjb5atk2Mim239ckL2v5tkJ5PJEVi9JfnnVDbY7GsTxIvSAqFRLHE8XwkAttO2rYsGzSDzMeO8VTzCv/u91/ln//z/4UHdx/in//6v+GXxr/Lvy5/gliotFoWlhswNzZJJm1QKpYwdIN6s8ns/AKlYhGJT4SywlP7OZaWaswv1uiplJFCZW5ulqV6k1wuh9DN9rxbsTXLczWZd6v0KU6euZDJsmXrdjRVSc45/hJhaG+JA9Wkhurvd/6O44ipW+dYmrzOngffj6Ev40sI8saWzoHq3Wg5AeCNB0ay+q0YBD7Xr15mYWGevmoFVdMRmkEqnWVocHC5866QKYnk6tVrZE0du9VASsnkzBy7du5icHg0SX5Yc80bME8HW/SN+H8zbdc+86Z4euO2ErBbTc6fO4OuqWTMFJlcnoblsn3Hzg7861qKoogLFy9QKeSSghpRzGK9waFDRyhtKjJg5ZmTGGHoDrhf4Xs5hnh1LPFm+m13/tciuziOWZif5dzZM7iuy2BvhVQmw43bkxw+dJAtW7dvcO9NyENKmvUaZ8+doZDNYugquXyRxabFvr377rrF93yfq1cuU8pnsJoN3CDEth0OHT5CrlC8+1z6y+jgX3NbGcf82de+xj/4h/+Qf/kv/gWf+PjHURSFer3O3/m7f5dWq8lv/vpv0NPTQxzHzExNcPnKZQb7elCEIJsv0bAc9u7d2603q8Z/dm6WRq2GJiJ832NhqU6hUGT33v3JmUCHpU3Mu/b/NhMVs5kD1b+eoNi/JCmKSt/QHvp7dq4y7JsnIVYK6i7H0G78012JyTBS7N57ADOdIRYqpXKVtGkyPztDFEVJ21XVm4QQuI5Ds1Ennc5QrvZiOR7DQ8OMbNnWKe+29pq7/XS3vfc1b7btylgoGz7H99tWALl8gYOHjmDZLrlCiWyuQMrQmZ2e2lAGAPPzcwgkmWwCmrXUaHJg/0Eq1Z4ObPNmZdf9t7KOb2XN55vRib8u2amqSl//IHv37geh0tM/RN/AMNWeKrph3mXc31geiqJQLFc4ePAwtWaTYrlKJpdDUwRzszN3lcfszDS6lpT8K5QqNJotDh46QqFYvvdc2uCZ3+y8++toK6Xkq1//Ov/wH/0j/sXP/iyf/MQnUNsGsVQq8Su//Mvksjl+5Md+jIWFBVRVZXB4lK1bttK0HMrVXtKZDLbdwrJaGz5zHMfMzEyTSZsUihUUzUDVdPbuP0RqGfxNvIl5t2YO/mXpLeSW6X7PqFqKbO9Q9/d/hQ9+N9I0jaHhUaYnx7GtJlEc4zgWcRRC21ivXgF6rksU+litRgL4E4QMDY/8lQppsySlhCgCRVkH+vXXTdlcnlK5gm1byDhCRiEN2+4aq+XfBdBqNiCOsJp1wijCNNOUKpurDPSXoc2t3v/6aXnH3Ns/QLF4izDwsZsRuiKSjMRVbTaX17tMybMViiWyuTy2nZwjISOazca6+y+PRbPRQBESq9nA833yhSL5TWIM/VWTjGOI4yTh7vuQlZSSb3zjG3zhC19g//79jI2N8a9//ufXtdu3bx//5t/+W77woz/Kb/z6r9NTrTI4PMLM7CyObSGEIAoTzJx8vtDpe5niOMK2WuTTKeLQx7JsBgeH1+yOJG/GO7KptmI5G/fe9JYw7lJKHMfGNFMrKxBVIVPppQsJSf73mZSaqoJQ0HQdJZZJseS7Iz8lwE+6jpRJNZ3NAj39VZOMIuyvfJ3Mow8jqptIsf8rJk3XEIpIgLtiieNvBDsMUiRZooZhJNEUkBx6vwWM7n9vUhSBompoRgq1HV2y+uUTSQ87mCKWMS17CV03SBsbg5YpQierD3dWg5qWhABruo6hGwT3qtQm6MgjiOJNFRX/6yJ/YpLo3EUy733n93W94zj8zu/+Lp/85CdJpVJMTNwdAeULn/88V69d46mnnuLTn/oUilCSg2BNR1EE+j2A5QSJh0A3DBRFRQgFtQ36JqV8U7J7MySESiG9Fd7AwL8ljPudO5P8xI/9E370i5/jsccfAsANPVqeQ0+u9H33+/2u0HRDJ4qidtp6RBxHzM1OMzK6tatdHMdMTY6ja4lgpYyTrdWqVfN/r1WilJL61as0XAvD0HnzAKF/eTJNE9tqJaFdmkqjvoRttcjlu1E3A99jbnaG/r7edpKLm4RJrhqqt8Lq+q+Tlp9vYX6OpcVFhvp7MHQd23HoWeWCQEIsA06f/yqvXfkWmVKWdxz7AgPlnev6lGt2v2bKxG8XH9d0jemJKTxvexLJsYpcx2ZpYYEto8MoiorvB5im2bVo/u8lj9B1mXv9dVLVKunvc5eVyWT45V/6JbLZbFdltruRZVmdMF2hiCQcmMTFZegak5MTVHt6u9yFkMhuOf9EU1XCKO64YxLZSWIZ8NK5P+P1q99uy+5HGCjv2JAPAMtzSBtmZ6HT8myCKKKcWfVSkJs7iXhL+Nx9z6Nl29y4Pdb5brI5x/PXz3XSd9/MxrSDtAdJlMKqH5b/t/z3BtugYqlMNl9AKEqSdZg2uX7tKgvzs50+4ihiYuw2s7OzpLQEhxtFo6e3n9Ty5FmF7idX30+2QdHW8LUhbxs8R1dbwG+1GPvSl5j5hV/AunmDm//7/87i2bNdgFmr+2DNWKzt9023JVHmwcFhUJIdjN1qkjFTXDh/DttqdfBffN/j8sULgCTwHMIwQAqFoeHRTtGMNjzem5LdujF+U21XxvoN2/4Vyq62tMilixeQcUhtcY5GfYl6vZlE1yyPK3Dl9kucufkUcRxSb84zOX+101/TWmR89jKWW+uSh6IoDA2PIFGTQuG2haEpXLxwDs91WAYEcx2bixfOkTI0HLuVpMMrKoNDI6zgi9M1PpuaS9+H7OrXrnHjZ3+W1sunmfu9/8LtX/913KWlrufarOxyuVzH9/5GsstkMmht/CHDSCXYVKIdOq1AbWmR2zevd+SSyG6By5cvUioWsFpNGo1k/MuVlR2zQHDl1kucvbVKdgt3l10UR3zz8gsstVbcZ1cXxjhz52qb7TcX/PKWWLl7fsAMS9y8PZYoF5LrS+O8dvsK7z74IDPNRQYLPR0BbESrhb60tMjC/ByqphMFQecQIwwDjJSJ69hk2inBy+nDmUyOIPDQ9CQNur60yHQbhGo55f/Z555jeGiYYqnM7Ow0c7OzFPMZvCCiac2zsHSNoaERrly60ElTNjPZldRpx15JYRfdPHmOTSqTxW1DFdhWk3Q6h+c5HZ5Aomoagb+czt3CNEymf/mXMV46DZk0hCGcOcPC2TPkfvzHSR08kMAouC5mJtuBQlhOr3dtC6OdBr2cwh6FAamUidMeJ6uVpIDbrbUp7DGKEG2ePHQjxcTYbeqLaVKpJIlqfn6ep7/3PUZHRtA0jYmJcVqtJj2VMrbrU2tOsLBYQwjBzNQ4ZiaH14aBiMKgcwgVBneXnZnOJCnsq9Lql1PYzXQGx26RySbPbGZzeLZFKp0h6KSwyzZ0hIHnOaTTuWT8szkcq9WR3epxWpZdqs1T19haTdLpLJ7noulGcgYh27LzfFLpNK1mg8WFeaqVMnEc09M3RNOyk4SXVXVDJTDct4eHdr4fp7bAkj1HELhIJK7b4svf+QWWvGn6+7fy4Qd/mtwqL4Kha8zNTpEaGmJgeAty4jaNls3p0y/S09tPHMeMj4/huw69PVUs22OpdotaI0l6mvBcDDNN4PudVfxq6AhzOa1++ZkzyTjpRoq4DT/QkV0bpuFusosnp6n9/M9jzM/Bvn3IhUXsl15i/PnnGPhH/wgPiZnJbiC7BH5gs7JLUv3bEBtt2S23yeTyOFaLKI65c/sWPZUyhpFCIDlz7iyT09MMDg51yc7QVPqHtzA9M0M2m2U1cJsEhvv38JDzgRXZ+Suy+9Pv/AI1b5qB/m188IGfYt5t8fSNV9ECnQ8cf4Qojrg8f4u56TqP7jnKRG2O0XL/po8h3hIr976BHmRKoVaJ8MOA18avsmTVCD0Px/f48yunWbIaG167/C6L45gL589w5szrzM7N4lhNFCRxFCBlhEAShT6aqhB6Lpqq4nsOmqYSeg7IGMduEYU+vu9SyOcRiprEMcuYYiHP6PAgMvJQkBiqYGigj0KhiO+5OF6ShZfJJEZXxjF2q4EiBIHnJNs230UIkGHY4Slu8xT4Lrqq4ns2mqYm+DCqIAp8FCQyDpFxiAJEgUds2yycPUvj2jXiOCIeGCDM5ckKaJRLmP39OPUaC+fO4UxMEAYemqomvGha8uxtnlQBMgxARijtcVIUhdB3E15cG32ZJ0UhCjxEm6fAc9qHThZCQLmYxw/jNgaISamQY7C/N+E5CqiUi/SUi+TyyYvF8UJKhRy6rmG3msg4wrVbK7KL40R2wd1lpyqiwxNRiIyWx8lHVZWkWpemEXgOenusVUUQhT7I5PAuDsNk0vsemqYkbTV1lew8FAEyCpHxij6p7f60dbJTVmQXRcRtnsLAS3DMo4Ad27djpgyEEExNTjA7M01KV5OV9SoNz2UqCCPF9fnXObr77dy/70MoQkHTDHpKI5hSpyc/jLam6LWRMjl05D4sL2R2eoJSpYdKqUh/bw8yCohDn/7eHsrFPOlMNoFtCGLKhRyKIrDtFnEU4rt2+wUVE4cBiqCjr8k4ae1xUhLdEYnB7YxT4KMpSmcsV3TPwZmaZOHcWazpSYxSiWa5QkbXkaZJMNCPkknTvHWLhXNnkLbVkV3c1lexzFNHduo62UXBiuxYxdOy7BShYLcaEMc4VpO0mSabSeN4AZ5rUygWGOrrxTQSbKRl2eVzOUrVPm5dv4ptO+zavQdFEetkh2Fwff517tvzdu7f98FVshvGlDrV/DCqonG7PkXDszhz+xphHHH6zkUcz0qKoPgu37z0Irbvbjoy9C2xcjfzJkc+fRxrNmDBavD0jVd55+B+7t9dZNZd5PT4BbIyw8cffHL9xVJSqy8xMTmdYEKkFHoHhpibnqBQyONoSgd+QFMEhUKBwLEoFgs4rRqlQhHPalAuFyEOyBWK+G0/WjZjcvPWLUrVXjyrTrV3gKWFWcrVClHgkM4kqzPbDQjqNQYG+ymWSog4oFIp49sNyqUirlWnWCwQehbFQh5bFe2KOyqamvAUuhalUhG3VaNULOK26hQLBeLQJ5fP43teG34gjZAR6cUag9duohgT5ISK+uSTSNel8uCDBL/3e/Ts24d1/SZKLodpOXgPnaBYLOBaCb6K01yiVCgQOC0KhTxamydVVdFUKBbybX6LOI0lisUiTrNGsVggDl1yuTxB6BNHCe6GKuIEa8RpUa4YjI2N0dM3gEpMb/8gtt3CNE2iKE/L0MmXKjQaTXqrJTQFKuVkvCrlMjJwKRTyuLbSgR/QBOtkV2zLrlRIsE6y+Ty+7yFjiZlOI2RIsVDAt5uUigXc5hKlYhHfaVEoFBAySlxoMilrls3niQOXYnv8S8UiTmtFdoV8HkdVOvADmtrmqY25s1Z2MvTJtnGBYhljpjMIGVIqFpJn7elj4vb1BHgtgh07duB6AWZ6Lfi6ZO+Oh0kveuQLPQShz+ziLVRd5dHjn2Tmwg5GD5xCVbsP/4QQlIolFuZmmZ+vUekbIo4XKZZLREFILGN0I4WuSEq9fSwuLjI40Jfob7lM6CWYSLpCp66r77tteAM3kUNbJ5zWEsVCkch3E7wbTe3AD2gi0SffaSV61KpRLBbx7QbG6xdITU+D42CeOIExNsbghz9M4/x5Qt+H8XHEhYvk45j81h2Icp5CIY8iI4xUGpD4vpbwFCQ8dcmhWCD0bAr5PK6mdCp1aQoU27KrlIt4Vo1KpUzgNhO8mHCA+cUahpmmVMyhtoHilvGfKj19TN65gW5mCaTC6MDAXQ6hJft2PEJmwSOX710lO423Hf8UMxd2MnrgFEJRmWrNATBbX2TRqvP0tdf46Ogh0vtUrizd4fTtC+woDPP2QxsVGF9PbwnjHsmYkprCMeDmwiS3FycZzw7z2M793IqahHFSu3QjiqXk2tWraArs2rOPyTs3cWyLKIrwfR/fD1BjiarG+O1CCH4Y4npJLVTX8wiCAN8PCMOQIAgJ29mdRirNQH8/CwsL1JcWMdIFfD8g8Hxc1yOQKpMT45RKRYaGhoijkCAICKMo6a/NQxAEyX2DEM/z8YOAKJaoqtr9P7fNk9vNm+f5BH67gK5IrkmFMcVKGcVM44+N0ZycZOHMGWrPP4+nafTlcpSKRZRyGTSNVhDieav6D0Jcf6X/Dk+aRuCv5nflMwiT74MgxPM9wjAEmYCTRWGEHwSEYURfX5VGfYnbt2/z/6fuP6MsO7L7XvAXx1xv03ufVVneAygUvGkA3Y323WyaJimKIsVHDkWZJzdfNOLSexqtN9JITyOKpPRoJIrsJts3Gu3gXQFVhfK+Kr2/efP6e4+P+XBu2soCsthNTc9eC6sS58aJEyd2xD47tvlvxzIJxipIxy8VZhgmhUqNheVxwgGdltY2MvOz9fl31/1rYdZ557oSa2WenLX3ME0D27Yx6nzWTH+uZT2MbuUe2948pyvvZSOEisQvyq2ZFtYdbdfNheXfo3oeruqtzYu9bj2tu9eybTTLwrZ94DCh1vuv/5YvFCjVLErlEn1dcaqlArlCCVW9UzVTVY1IvBHHsXnr3f/O7ZmzaHGF3b0Ps7fp8AbM+g0kBP39gzQ1t3LzxnUUAWqg6muynsSwHHKlKrnyBLFomKbmZhZmp7BXQOFsG9txQFhIwLbW5sE0LWzHxjDM+nsZ/nXLwrItFE/FlT7vDMuqrx9jlXeW7RBXVcJNTXilEs7cHLVMhrH/+B+xLIvUrl0kazUCjY3guv6eXreHECpSgG3Z9TnduK9X57q+bk3LRlU9XK8+phX+WtbannX8oj9SQkdHB4uLi4yOTdLa1gau/85mnXeFikHZmGfvvgMEPgD/RVU1IokmHMfirXe/xu2Zc2hxhT29D7OnzjvLtTEck5QaRNF0bi5NMb48y3L7bg509zFZmsTxXGqWtW25+lMh3JPBGH/v8CcIJRoZrc5TsU3Gcks8mUrz7oW3sV2Hkzcu8dyh4yTWlc/0PI+J8TGamluIhoPMTo7ioXD9+nX0QJCa5a1CtArhQ/6ajqRWNfAyS1SqBmQyVCoGlreIWatSNmz/SCn98LwVu60eDLK0vIxt1LDlHJVKBc1wCEciCKGSzRXwXIdSxcAwqljuPOVyFW9hkUrNQmaWqFWrWK5fxFmsG5Nhe9SqBm4mQ6Vm+mOqGrhLWUyjRs1ycV2nbks2/MLguWWaNB0RDCJCIUKJBF3PP0/y0CGm/+zPUFMphK4hgkGqtRqlSg2HJapVg8VMhnLNrI+phuXl1o3Jt0cajqRWrSEzGSqGyUImQ7lq+mOqValZvqnBdV00rYJpGtRsj0q5ijO/gGm7RCIx8qbJUnYZPBdFreC6/gc0EongWCZzC4tUyhXcuXnKpQq2nKdWLVOzPd++vQ5e16yPaYV3MrNEtWJgyyXfNGa7ddhY0GoGpmFgeVlqVQO5Mv7FDLWqgcOyD9es+kqD6zpUDRuzVsMVS1SrJt5CZh3valiuxFn14dTX0wrvFu/GO2cVfkCrGFiWgeUuUatZxKVk58huVE2nq7fHP80FF4hEtwiXk5JoUytaKIwnHTzPwfNUJB7Jrv677i2Bv45TqRR79+6lUq2ylMlQqZRxXa+OV+QRj/t259n5BcrlKu7cPJVyBcMByzTQdB/jxHMdqpaNUTXw6uvIf2cTuZT1TTv19boertlyobpu38nMEtVqjWC1QjIaRVgWaiJB3HHo/MIXKF+7hj0zg7BtRDCItG1yuTwlXcMhi2WaG3ln1nmXWc+7tTVu2rLuw1mD/zZtSa1q4swvUC5VcefmqJQrWO4ChlFDr5kgFCKRCMViCc91cOQiZs0iISW7du8hEAgQCHxIbJqURBtb0EIRXOmu8s7DI9nlR84EVJ3PjjzFY9EB4i2dnMpcpWqZTJWLHIhGOXX9Mo7n8vrVszy+9yjJuxZgXaOfCuGuCEFb9xAAPRp8LNHFwNAestUCVcegWQth6Tq352foa9i3anNyHIf5uVnSiSjSDiOFytz8AiM7R2hubfOjL6RcAaAB6YdWedKPR/c8H5HN8zzfs77yLwD1lHVPIhQFz/N8e7PnoShr11fu8e+o9++t9a8qKp70Njxn/Zj82Hj/Ht+7v9LWrfexEg62Ma3euHmTzJn3QQic2RmqV68S/cIXsHQdM5+jcPMm+t49iEKRyNAQh48eW9fv3fpfSzbyx+R98D1Srr7z2jy5qKofobHyzopSDxOtJ7H79/hzpyg+/vX650jP88NJ74V38s55uvM9NrWV61LB63/L1f69Tfz4yfGO+lpTVBXHtqlWSizMTqGqCrl8abW26GaKNfsQGI/f/yU6tFb0cJDhkSfvrrVvonAkSjgSpaGhsR55sX3erUXObJ4nd9Ma8bbmw114t3zjNuXRUaRpYl+4gJlKYes6djBI6e238SIRrFQKRQh6jh0juGvXPfJu43q9G+82v4e/BsVqUI9/+7p1W8923S7FWjoAeOL+L9GhtRAIhxkeeQJlXU5MUAvQ0e/X9d1h9/B8spsDvcPMlTN4nkuLFkR4MJ6Zpy21+0NN7x+KLSOE6Ab+FGitc+wPpJT/XgjRAHwZ6APGgS9IKXPCf+N/D3wUqAK/LKV8/4OesQFbRkpGX/su3fc/hgiGsF2HuQvv0jS8n2A4SmNkEFXxayhms8vMz8/R0d5KpVRkdGycoeEdtHd23zPczr1kLv5NZTneS79OtUp1dhZzagnj1iJSgNQ0hKoiLWu1uHR0bxfhvg5Cra3b6ntz5uJPqu1K+/9fz9tPW1vP87hw4TxdnZ3ousbC4iKJRJK2Nl+QO16Nin1nEk55cQ7PMkl09a1eU4ROTO/5G+HdvdC9zEV1fh57eRnj/ffxSiU8IRCBAHge2DYCUGIxIvfdR7irCy0a/YmP4W+q7d15N4tnWRt4t5k8x2H0tRcYfOzjOEhsx2Lu/Hu07jtGUA/TlNiJIlTEj1mswwH+oZTyfSFEHDgjhPgh8MvAS1LKfy2E+KfAPwX+CfAcfu3UYeB+4Pfq/34wrU6YoOPwQ2jBMEJV0RSN/sMP+xNaD0FbaZddWsAyKuSWMrieRyAYoqW1bV3dXrmmQHzgo9c01u223W57f6Qr4/mA39drIR8+CNRwmMTwMIunFil+8/pd4p4E8aFhwm1td8Yh36XfVbqHth+uIKz/P7mtV9wu/XV499PT1q9sVKuUyS0toKoKxXyxDvO61mar2Dc9EsMLBDf9tr1x/HX58eEiTaxb7Ntbx+HWVoKhEJV//a+xJyfvbCMlelcX0U98AhGJrPa7Ve+r4/sp4PO6m+64pEfieAH7A6EVFE2j6+ijCFVFFwJd1Rk4+mjdJKhuS3n9UOEu/ULYc/W/S0KIq0An8EngsXqzPwFexRfunwT+VPozcFIIkRIbC2rf+QyoJ9wIhIDQCqbFZu1iJZa9zlpNDxJPqCRSSWzLpmJY/pGqfl/NWcCV9oZnbSVoBdv6Bqy21dQwqhL80LYAihdAlb5NTrommdN/RDU7QbWikOjcQ+cDX0Ao2j2MYN3oXY+GZw6SODZ018HqLQl8DOB76HfbbSWOWtl2t6ZdROKyXkyst7xsJgE4ro3j2QT18JaN7pV3f+NtpYdp19C1IKqi3dGHAFQRIqQ1Qd08FQiGSKQa0DSVmu0SDK7PIF1JugHLrqKoGroaILBil18naDxsyvYU2xPDgoCW2DakrOZG+PDI6Xv9avvtlUic5t/9V0hj66AJEQwgIjFYV0LZM4ssvPdfMItLVCsKDUP303b4YwgUQGLJApYs3dnXppEKQFEC6Oo2jNgSXM/Gdrex5v1Rbpt3W1EomdrQTij1lSbltjJU78nmLoToAw4B7wKt6wT2PL7ZBnzBP7Xutun6tQ3CXQjxa8CvAcTjMf6XX/un/MZv/RL7D+wGwHJtapZJMnxn9aUVYe86NrZlYlQ0P9qjXoNxJU3YkzaWW/VftJ796HoehVqZhujGlPh7IUXqKNucOrkOG8cpZ3jr9ixzdGMYgr5Ll/nEgRJKNO2/2xZ3342FK1e1RBhCCkaxQDiV9pNxgnciaa60d22ban6ZSLoBz3HQN6Wi39shXSKlu62bpPSxNmwZwZURdFFAwWR+CcJRjWTYXn26EP57F0oZXjr5p1TJsWfgEQ4OPH1PZgRPetTMEgEthK598MdYSknNLKGpOgF9a5ji7Tzv5LlvcGv2DI3N7Ty+/0tEQsk72gmhrdMCfcexUaugqiqWYawWg/btxH67y7fe4Oz1HxBNxXh0/8/TmOja6i3w5HajKQQSh22lutyjzF5T3iXVXBY9FEYoClogeAegnQBQFPSOTqqFnI/pouuour6WsbwFmbkJXpkokVO6MGuCPRdO0br/GYRWV6Skg+sZ2K6DXq//KqUkXyuRDMU2whJIUVc6Ppw8aePJrT9Cd6PLt17n7PUffgjvfvK0beEuhIgBXwV+R0pZ3GSekMLfkdsmKeUfAH8AEImEZbFU5tvf/OGqcJ8vZbk+M8FTu++/y+lF1r3xKqqmotazJdeUfH841xfHwRXs6fS90hW7yivXT/OZg4/Xv4QfNEaPhew4uco8bQ39pGNtH3iU+iByPY9SpYhWXSQoPdyqALlMqVImFU6uLjbTtrk9M0dQ0+nraEXdcowb9UrHNlmaukn1Qh7LrNG16xCNfQNbamWuY7M8c5uZy2cxqiXah/fSMjSy4cjpI2EaKKpfx1arh0d6nks4HKZSqxEKBHzzwT2kwXkEsWSTnxIvI5y5eZnvnbpMW0cbXzqxl5AeQRUGmixhmnlee/9/MJ+/hdQ8bs++z+6ehwnqYTzPpVjJomk60VBqg8AXfioTnudy6dZrvH/9+zS3dvL0oV+9Q2ivtJXS4+bkad658HUSDWk+cuTXiG4hlFdpq2+ulJy//hKXJl7DsU2qCzmWSjP0hJJIoFYrYjpV4pFGtE1zJurF2FXFjw1XNrwPjE6f471r38KolSi5i8xkb6wKCNOqUjEKxMKpv/ZHaTskgfmlZTKFAr2tLSRj0W1pj+X8IuXFBUrLS0RTjfQdegD9jjh+v/9qMUthbobS8hKhaIL+w8cJxu6MHLJdl3KliF6dJ4iDV5V4gQKlSplEIr26HvJGmTPjV3li5NiqI/+VG6d5csd9JCOxO/r9cahSyzO9cI1IJE5H007UekLZ6NQK78p13t28k3eRNAHt3qHNP4y2JdyFEDq+YP8zKeXX6pcXVswtQoh2YLF+fQboXnd7V/3aXampuYFZO0ufYawK5dHcNGfHb/DYziPkayUaoonVCVsdVx3kR1E1FFXWtYK15eZ6Hm9NnqeSNdnZ1oOqqMyVlzgzfpWnRu7DwyOsBwnpm7U637Neqizzwmu/hyEKtDT38cnj/+CvzQTHLHP6vRcRdpFg0E+Yqlk13nvzBZ78+C+iBPwFbzkO52+PowhBd1sLqgK2mae8fLXekz8/8aYDaLq/wcpLixSW5mkaHCAYDpMZu0kxM0fPgfvQ1oVpSaCSWyK/OEdDfy/NsX6WpqYovTNP7+EH0ENhDNPkr77zPcanZhDCd/gFAgEsyyKfyxEKhcgVCkQjYR44fICPPf8Q6mZpdRcSSFRquATJlav87l/9kPHFDP/nrx9GigYcqeASQQoFTasx2HaA7uQA+YUplq0iFTNPUI9w/tpLnL76IsFEiCcO/RJdTSNIJDPz1xmdPUdjYydNsW6uTb5NQOgsZCbIlmZob1gzX80vjXFz6j0SySa6Gka4ePsVAopOdnmWhdwYA20H75BcUkoWSsu0xhvu/HAKaG3o42j/U1i5HLO1aZaLM3Q37SJXnOfFN36fKgV29t3H43v/1rrbRB1JVENVlDq64Ma+U/FWDvQ8glepMl+YIF+cx5MeplXlxdd/n6XqFJ3tQzx9+FfvWJ/ZSoFoIEzoLmUq74VmssucunqDcDBIMhZFAIXFM3huPcRQgKpFiTXuAcA2auRnpyCg0n14P9ViiWtv/ZDuPUdItW/UXl3bIj87je2ZdB/ci1GtcePkS3Ts2E9jz0agLbOU4b0zrxJ2clTDzajOMlnb4tzbL/DwMz+LEL457PzCdb5/8SQHO3fSGE9QsQzOzlxnuKGH4Y4eaqZJequw03uh+hfu7bNf99dbIshzR3+DnhZ/DlKJFg70PLqOd3PrePefWapO09k+xEcO/yr6T5h3Hyrc69Ev/xW4KqX8t+t++hbwS8C/rv/7zXXXf0sI8Rf4jtTCB9nbwa8CUzKrlFrAdGxGl2aYK2bIlfLUbJNXbp7h6Z33kY6uaVNSgmPbWGYNXVP85CHb3uDsyJslxvIzLM9UyFXKVJ0ao0vTVGsVitUK17Lj9CU7GG5b+xYZZoVz114iX5ujubGHwa6DzM1fYkfnfWh3KfW3HVIFlByFudhxzFATtuqiGTmiloOy/twrIRIOUauZFEtZbE9hMTPJ3Ng7ICWRUIBwQGd3fAeKEmTsvbcw3Ro9x475MAK2Q/fBQyxPTXHl5e8weN8jRBua8DyXybPvUS5n6T5yBF1X8SyLzr17yc/Pc+WV79J/+EGiTS0EBw5SDQ2thpfVpEQKgeZ5mK5LtG4aaxxKoqjbV90FFoo3g64G+NOX3+Hc+CQS+O0//h/s2rGD/9sju3h8uANBDUUL0NO5jxff+P8wmNrB8f0/TzCSACSKqoPrIiSrhSTmM6O8dOpPKVQXCS1E+MQDv8ORoWcYv/0ubS07iIXWAJ2WctO8cvq/kclNEkgEePbo3+W+nR/l+rXX2Nd4vH5C89u6nsdsPkNXuoWaY/LDK+/yucNPoioKgQ1wsIKOlmFGJ98nW5vk8QM/T7KtGyF8WFhFKGDbqIq+4fTnSQ/btqhVKyiKgmnUcNw1qGSJpCHZwWw4waXJkzy652do7hnx8W0Qvl3ftlGFuvrBmSsskY4kCOkBTk1eZjDdTXdjK0FNvyez1mbSNI1gIIBpWSxk57C9AFfPvweeX0axJZ0iGmtmZ+NeCvPTjJ89SePOQZKtrXjVCqn2dqJNTUxfOEdhboaeg8cQikI5m2H01Buk+nto7RrBq1VJNMWINDYxd+ky+dlp+o+dWA0b1IXLshumkDhBLdSGRwXFKtFuGmvmR8/lcuY2C4Vlbs1PEQj0cWnuNpZlMJ9fJhwNMjY/y1O7t5ftuZmklIxOn+Pm1Gki8RhNjZ20LHWQbmynId6x2q4h2clM6AaXJ0/y2J6foWkr3ikaKwtutrBEQ513701eZjjdTVdjC0EtcM+8247mfgL4EnBRCHGufu2f4wv1rwgh/jYwAXyh/tt38cMgb+GHQv4tPoTijXGO/e3jmBlJoVrm1VtneKh1iEPDMbJmgZMTF4gS5mOHTmy4LxD0K6onk0ksy8awvA0TkKsVMV2LilEjWypwIXODNj3Jr/TuJxwJ8dbZc4yKWQZbOutmEcHY9HlOnv8mWlRlYvkiHzv6m+wID9Ix8MA2puqDKSirRDyJJxPg2QTdIpq39rWWnoXt1PA8ie04vDR3m7yrEXaKYBcxHIeUDNAkIzieg/Q8gqkUjW29KI6LxMMsZyicP02osZPmkRFcpy4oPIkeidI10IHiuniWi20UWTz/PQKJJtr2HcR1HISicKw9wM6Eh+1tdGI6jk25vGZv7Etp92SjNyyTM9NXUN0m/vjVc7j1sLJcpcrJ0TF0scj+9o/QEvfnJBZN8+iez2NnlwjFUpTKWQy7zI7+YzTIGKFYkqaGYaSUzC3dpinZSpPewII5x3TmGjs67mN5/BrDQ8cJrPpuJIvLE8TCcVLKXuZr00wtXuHQ4DMk9TSDA8cIx9eKhmSqOb569mV+/aFPs1hb5tz0DYZbu7Esh4d3HKRqm4S0wGps+pG9H2PinR8Sb2zHcR0KhTmCgRAfe+jvsnjzPP07H2c9uJSqqARDYRKpBlRVpWY6BO44SUp2DjxAYKlMKt0BQpDNz6CoKk8f/2WmL7xN34HH0LUgrufy/RvvcLhlF7u6+riyOEq5aHBp/jbP7XnQxxdyHMKBezyBulUsxw9OGC9keaNYJBRqRveqeGaZomURCguUUGwViK19/z6CQRVZqyFVhaVLL+MaFdp2nMAo+sERAh9htWXXLsLRANIwkIpg+cZbWOVlmofuxyj5seWsiwkPyTK2p2LJJlS3iu4W0eTavBqOSc4o4nmSmeUM4XiA0flZfqFlF119w3xn7C0uXR3nWN9uGuP3bs6qGUVeP/1lSkYWJSrZP/AkT+79IpF0E5FwegPvRgaPE1yqkLyDd3+L6Qtv01/nneO5fP/6Oxxt28XOzl6uLN6mWjK5OH+bj+550M9odxwigW04f9letMyb3N209uQW7SXwm9t6ep1s1yEkVMqey63MFLezU+yItHF/1wBTjoHhWOTKpTv8Okatilmr4Fo1bNvxMyo9D+obbaGSRUNBVxTGMrPcWp6iRo1P7diHKV2qtkHOKvnJFf7o6WgZZqBzP9n8KL3th2hMdmHZPxlbpnRspO0gAw7StZGWAe7agp1ZmOPU2R+hBePYToKsHUMLBpm6nacwm0AN6GhCYBkmTnySj9zXRvvO3VRLCwQCERzHoFItUp6+gufY9O1+kmDAdxwrmkb7yB4qpXkCehTXtTHys5RnrhKsttO672lCoQY8KYnqLrHIOC4R3rxoM7/sRx14nkcipDPS75909HuBnRMwm1vi5Rvvc/JCmKWysfYh9jwSooTpzvHH7/Xyjx7fj6L4pcmSqXYKhQpTc1f40dt/jKVWaWnu4aHeTxKLNK72cXDkKVzDIGfe5rHhz9DcNUI80kRP8+4NwhQEuwYexDFqTM+c4+GB52nq20kskqavbT+KWNsSUkrOzF3m4vQtLkzepqpXWK4U+dr5lwk6IY727eLk+AX2tQ/TkvA3dDgUI5ZoxrSqvHT6z5jN3iCUCHF85DO0NPWibko4cl2HaqXMcmYBRREUCwVisTtjuXU9RDLdievavHvmL7k2cRI9rrK//wkGW3eg18tRzpWXOD93g9xCmbbGBmbLGW5PzCKCMJDqpDGdZGxhlod3HNo261zP49W3XsEyC+gySbYWoRiPYxsGV28KouEmLNdhqqARFMv0D1VId/ZQM3K4RhVdC1Ez89QyE5j5eVJDx+gYOYgi/LWfaGkjYIVxqiUCepSamcfITlFdGCPRvZeOkeN3mGSlYyFtAUEXXAssA+mtOUWXa0Vc1yWsqszls7hRm2szEzx9+DEioTAFs0LJqGI6G6PptkvBYJQ9Qw9x5dorRGMpBtuPEBFptC0+mroeItng8+7kma9wfeJdn3cDTzLYOoymrfAuw/m56+QzFVoa0syWMoxOzCOCksF0F+lknPHFOR7ZcWRbY/ypyFBNhWL85p5nCD/YzLxboGTWuJ1b4rFDx3n/8vewPYfTo9f42OETq/ADAohEY0SiJFT6NgAAnMVJREFUUdKpFKZp4S4ubsj4Otqxh0403F0gUjF+OP0OtYpD9NGPcWryNGWrytJciYnMPINtnQAk4808++CvMnnmVfr3P4OqaoQ6Yj+RBBwr1IQhdFw1hhP0P0JOcO2TVaxJTk9pRENlRtMK5SUbAw9HmpiJFPFgEIHAjtjcVvyICsuuYNgl8DykwI+DVVbyATaO17ZrGFYBlKhfDUnx08P947xYnVePAIa3A5UcC4rK1djA6q99Ytn/6x7nQkq4Oj3BWHaWa4vRDWPzHIdmdZmWpOCFa5d5dLCT+/uaAFB1nVC6keXqHBWjgAhJitUMaixKKJ5a7UMgaG8fxp6fpXvgEHooAkgiTa1bZnC2tA5QnLpJV99+QvG6YE43oQbWtGZPesyWMtiuy+TSAq0dSdq1EMtmBa9cZaG4zJvj57BrHs8eXDvZRRpb8KRLobSI7ZhIy6Zs5hnuvzPXRNV0YvEEzW0dfnYoGsEtHI5ISSiZRtF18qUFLNvAswWFaobkwDOrzZaqOQzHZKq0SM22aFFCjHs+hMXE0jxT5hxnr93k/oF9hD64zvzao4GxZZWZjIsRK7AQUClUPYTnUUwmiQWDqPUY9wCCsnRJSI+qkUV1BVI6G9alQGxwSkspqdWWwfGRJ1GEH8v9AWvMDLdiBAK4Sggv3Iinh3HX4bt0xFv4zUOfJdsySXPvMP/X+W8wm1vCSzczU11iujhPvlLmzO1rdBztuOtz7kaqonFs38dp9xpItHaSbOy9e/z7et4VN/Fuz0dWmy1V8xiuxXR+AcO2aVHDTMicz7vMPBO1Gc5dv80Dgwd+MnHu/zNIEQqDwwf8/ylpPBxtZaizj+VakaVqjriiY9gWtxZm6E7vWV0UlXIJo1rGrBSwHZdKxcBzXdQ6OltQ1enuGgagaFZ4MNZJpLGJqmMwWZgjpuo4QnJleoz+1o7VKAU9GCaWblsNxfpJZPEJJPHKKEoxixHqoJI3UIwCoXWOpUgoRFs6iacIWpqSNOp+soKbSFOxbeJ6oO7rlTQ1pgHB+et/ya3xNxnqep6Q1oYsl/DiPZRFlHNXv86+nZ9cDce7NvYi569+g6GujxEJ9CBrObxYF44e59zVb7Fnx3OEgw0sLmYpVypIqZL0DIbVNcGfxKRSrrMqVqFZxraZEekxkZlD0yTDHWGy2lrlJU96JILLqEIjFrL48vtj7OtIEQlo6OEoya5+om4XqgOT10+y79AnSSc6NkbJCEFX2y5k4+KGcLt4a+edvBCCtqYB3JYDKOs0wlhz24Z2FbvGXHkJKSU356Z4/tADRFPXeCclmRpbYiI3R8mqMpGZx61DTQA09O1ASslzD/86F9/5Oi39I+zofwRli5JtjmNTLhZYmPULbOTyBcLhrU0myY5eAJ584Be5cOo7BCIh9u7+KGrd4eZJj7H8LB6SpVIeHPiZhhFOJ7OcmZmiZFSpUGapWKBQKZEIN38o38D/cDYlk9RqNrV0BFIR2uo5KcV4grCqoSmKH8OPQNc0ipU5vvfGv6QxOUJr6gRCgqskIBHk9uxlGmWFwZ6HAaiay/zgrX9FNNxBR8PjKKh4MoxM9jGVmWBZVBkZfGZ9dgTJ0nUSRpFSuB9raQnpWASiaw5zTVFoSjbTlGzG8VyOpPpobVMIBQJcWriJLhTius6N2UmqpkFAu/foGQHEG9vRg/7H+IP2wQrvnjr+S1x47zsEoiH27trMuxmklGRKBZ936Z2cTi7z/swUJaNCiRJLxTyFSpnmbfiBfyqE+3rqiDVzItpKd98wnq7ztw58khn3bRqfOEg0sjE2PRqLE4vFSadTmKaJXMxs0NzXUyIU48F4J/HOXsJ6kM/uepqMaCZ4oJVEYxsbVAkhSPftuNeg7w8kiSAXG0F3bjEfPYTllWgMTlKJ96626W1v5Tc++7zfXmzKcdiUVePbeCXdLQ9TWJJkFmq49gwtrZ20HzlGpVKglr+KpqzTZpqOsZDIs5yxWXRmaGhooevIz2EaFTKL59EUv47n3pGRVS3kuNj04A1bTOKK8rbeXxEKz+0/xq6LBjuffYaQEl7tdbGwzP/+9f8LCXx0f5wv7t5HUNvIR03VGRq8j3hNpbXxzhJzq/MSDG07MUcNBj9wQwohONy6k3QWBnqHURSVrr5d/OrADuy9Nu/nRwl5krnlRZbLRZoT6Q33NqW72D/8BLGWjrvG2WuaTiyZoq2z26+9q84Tjnxwin082siBXU/h2Rbh4NoulxJ6ku0cjXei7EgQCgTRWzp4Nr2Pp0ckJVXy5xe/i+I43Jiboquxf1uRvaoi+OSjD/qLUoD3AetSCIEmBI6rMtD6CXKFPBMTc+hagKGdz6LrQaanL6Ara3s5pCcYbP8kmew8U5MLKKrG4NDjhMIR5mavkVI256QoZBP7aRDXmIsdRLVmiMgSRqR96zlWVO5rGGBHTSEVjXF/5z72BpspNizQPLyXwI9RLzba1HZXmbMVxaON7N/1FNKx7+Bdb7Kdo4lOlHiScCCI1tLBcw0H+MiIR1H1+IsLK7ybZLD10Ify7kOxZf5n0KHDe+XLb65gy0Als0C4oQlFU/2ELNddrYQe13tQhF/K7drVSxiVMrFoBNvxERmPHrsfVdOQUlJxZnClUX+KoFZPqNDCYb9fb6Xm6YfHkq8nXY2hKdtzSKleCJUgZiXHha/+A3ImvNX2m6hGhf3jf0RjQ5r7f/53CYT+unG3YpOAWge5IDanSn9Y2/q1bZPEEiXYRoqDRFIpzTN9+lV6Tzy94cNZqlZ57dIZKsUZ9uw7yu7mwU1FD+p9eJL8xC3S/cN3ewiuZfna0DaSKV3bRtHqCUVbbhSBkBKrUiYQi69+/v1pkpiuTXF2ilC6mXAk4hdW3/AMQWl+hlAiib4OE0UTUaK6L4hM0+DUeydpTvu5Dtl8gY7Obnp6+wFwPIOKM33HuIxCHs82iTS1bB4xdqWMFgqDqm5YxY7nUisXMYoFkq2dJMItm/wRdyOB7sXq2Z/bJ4HYmBeyisJFfenJv1bbSnaK81//X8kpjbzd8uvEStPsmfhvtPfu4vDn/xmqpmN4y5gyt9q7Y1SxqzXCDY1+h17doasoaGoIXd3e/nM9C8vdunDQ9khg5HN4jvVj8K6b5m1gy/z0CPc3/srPMIV6Ob2t0SNies+q02t8YhykpCGV9MOzFhfZs2ffqgCr2NO495hN5nkenvRQFe2uX8aQ0oAu1haDh/T/c/2jubqyYQQgFQQKlmlSyc+xfPUFirlFalVBQ1sfLfueIp5uRd+MBy09Cjd+QDVzE6MmCDX00HbwOYS6TUPp3UhCZeo9SlPvYhgCNZim49inUINba4u1uYsURl/DNAElRsexT6LXM2ql9KjK+Q1ZuB9ErmtiVyvo0didcyslTs1Aj0Q2bOTNY19BofxxSUqJ4zpoqvZj9rdRCZASHNdBVf3wx/WogiukKVEimm8C8jyX8+fP09fja+5zCwuk0w20tLTW+/Nw3fWVmVYetO7x9zxeP3Pakvm7z/WGOwQR0YaoO0Dtwgy5q9/BNGxsW6PtwDNEWgbYes9un1yjyPKlr2FVS5iGSuPwcZL9dzp+DaNGdXmapcvfpFQqYdYEzb17aN71MLFkM5qmYnrLmDK/refqIkZIaVh5WZ9ZG+EgVw/2Unp40rlbV1uS7biUjU08rPenKgrxcGSbuZFi9d9AKL6Srf9jAYf9jVOlUuW3fuOf8uBzaS6fW6SU0fnt3/51hob772grxJptyzJqmLUKOD7wv1GrboAfuBtJ6WE7Jpoa2JDibJgV3jr7V+SMOYZ7jrG///EtNRshVRSxBu40WjKZK1vUajX6EgF2NtWzJtet9WAwhAgHeGt6ggUvTa2q0F26wtDxT6NvkaTgmiVOn32FcSuFUVNovPEGnx44Sih9pw35g8ipF/VV684s6VlcP/cdzhYimIZC0Fzgcx1XSA3cGe8rPZeJiy/w1oLEMlWEmeUzDadp3e87gSTgSgvHs1HXgbo5roPlOkQ2RQ4IRaDWhfeK6cT1XGq2SSwYQYuEP1jYCEBKLNu4g3dbkZQS2zFQVX1DtIVtG7xz/psslsbo69zLoaFn74jG+LB+HdfyTRDrch+k9Dh/7WVuzp6mqamT47s+Qyiw9UdzFULDdTFqVZazi6iKQqmQJxaNrv4uUFHEFn38mN83T7rUZGabvBMg1niWvfUK37+xgOEEsQyPp/kRu57+tR97UNX5i/zw0g0qJDBqcCT7Ag/2Hbrj4xsORZCqxYXZDHlS1KqCXTfPMfTAp1C0jdFObh2qewV+oGLWiARDq/kR/tspKOhI6ZGfHCc7cZvcxCie45Dq6aexd4CGvqFVx7wqtocrtUI3xm7z5W+/uCrAPbkG1tbUkOLv/vzPEAr++Elmm+mnQrjXajW+972XaB7ZxVf+5BK7jjbzp3/0l/zL/+0f43kuhlVB0wIEtI2ASnogiKaqxJNJLMsvevFhyG1SSi7feoOLo6/R1bmDB3d/DlXRsB2Tk5e+ybXJd0CT2NJgZ/cDhPQoUkpMqwJCENQjG7z8jucyWzS5vGhiWzZxFZwGF21TpqEnPQyjiu1ITAJYCGzHxTBraOHkprYSw6hhOS6mF8CUCrbjXwvUMba3S6/duklAVXho0I8HNyzDL1TgpTClgvAUjFoVt37qWP9ulm1iWwamF8eUKqpnYRhVHNddxeoBODt1jYGGLhrjvuN2obzM7YUZHhk+dMd+vzx/m8ZQks4G/0iaN8qcGbvK07sf+FDtRUrJpVtvcGn0Nbo6d/Lg7s/eVShLKbk5eZr3r32P5tZuHtn7s34cuOtw+ur3uDz2Gp7iUnHyjHSfIBZO1/lcRSIJBSJbftillCwuj/PG+39JIBbg8QNfIh5pBCm5NvYup66/gGVVydam2Nl1Px2NOwCwbAPHtXxhv65bRVH8OPdkGkVVqZrOpo+99GuRuqYf4aSGWMEqxzH9750W3HKsjuNSqFQIBQJEwqEtRK/k/alrDDV20xDz7drz5WVG78I7iV9DwTarmK6GIYM40sE0ali2U7ddr3ye15lcxAou+vrjhtjAb8fzMI0qlqdgigCWlFhWBdOyCAY2JvC4K21dgSmCWFCv9mQSVtcStcpWlYvTtzk+sG9lJnnt1vs8MniY+KaIJAlcvniJb/z7f0OtkAMp68XWQQ+HeebXfpsTjz8BUuJ53qrSJPEVJ8/z8DwPXdcxbYug7uc+CEUwsmOAj/7C38JwfKFuOI4ffi1gRzpwh2C3XRfPkwR0ra7PSEzHQVNVtHvY+z8Vwj2RjCOE5GD/I/y5uIbi1fFBpMe7F77N9amTpBqbeerQrxAP9KzetwocVtPqJbLsO4S6RLKwNMZs9ibNDT2o6Jy//TKWUWZ0+hz7+h4nFWsFBIlQmmNDT5NfmCJjZFkuzdLRMMzY9HneOvdVtKjKib2fZ2ebf2T2PI/rM3OkI3F2NWuYVRPPqXFzepZdPd0bxmEZFU6ffIFY6SrNgTK1go2087z7+gs8+tzPowfWPlyuY3Hm5LdQC7doU5cplkOEKrO8/eb3eOJjXyIU8YWorKNkAhsA1VZJCAr5ApoQMOi3v/r+98gtTdHjjLHg9hLPXuWd0yEeaxkk3bxxzLcuvszs/CR9Ro45sYv40kVOn7cJte+itXsnSKjZBi/dPsVitsBHDx0HfOiIM2PXeXBwP2WzSiIU9SvyuA6vjb1PIym++OBHEMB0cZ5TY1d5ZMdhTMciGgiv2q7v4J3UuXD7ZUyjzOjMWfb1PVbnnU9LuSmmFq+STrURDaR5//qL1GolJmYvkeubpyXlO6+jwQSHB5+gnJljzl4gU5ggFk4zu3iTV0//D2TQ5f5dzzPccQyEoFRZZnTmHKFwhPaGYd699E3K1SxWtcrs8i12hhv9MEA9xN7uB7ALJaYrE8xlb9HeMEypkuWH7/wxZTfL7oEHeWDnF1bHLD1Zz1CtoqoKlmn4lZvWkVnJc+P86zhScOCBZ1H1EI5Z5ebZl6nUDPY/8Gw9e3cj5cplXnz3DH1trTx8YDebpXXNNnnp1ntklws8e3CNd++P39jEu3rUGLAwfpbLt67SV7rOTPAQ4cxlrjs9RK69y459J3zh9f5LVE+9CEIQ26ehhAXmlIs54/o+LlUl8YnfQG3tWx1RKTvF6XNv0lk6zUJ4H0p2ksVymEvvfZ8jDz+/YdzV0hLvnfoRzeXziNBO3OUlKorH+2+9wINPfg5RN9teWrzNC+ffYk/bAIlIFMM2OT11hYF0F4NtnZi2TTy0JuRv3h7nUlngqY140qVqm75dvuTRcukaJx57nHyhwLd+8BK5XAHX84EKw+EQhmGwnF0mHouRyWZpbmzggWNHyJVrKJpKpW0PpucXDqk5LiB93KhilnduX2W4v4/7DuxFCMHE/CKZXIEH9vqFOzwpOXX1Br1tLfS0bC/CCX5KhHs2k6elrYFvf/1Vjj+wG8sO8NzH/K9kqZKlWs2jhhVsZ81+LqUv0JQ6HoeievUY2o2UWZ7k+2/9IUVziVgqySce+PscGXyKzPR1wonG1VA4XQuwa/AhvvfG79ESbeKBPV8glvbtolWjSKWaQ1NUalYJx3FwXb8KeV5LcmnaxJQKrqWhonCiM4hhGoBA13X/iyski26Q2abP4ehxnKiHsCqoloOyyWatKVBw4GbDp3D1CFZCQzGLdNkW6jr0umI5z/TcPB4agz3dhINB/ygKGK4DQuCa1qqmrwiw7SqXE08j1SCGjJOJ7yUmbHTP2DAGIQCnzJXoI8i4Tk2kWIzuIojD43WkTV84LzBdXKCyaPLUvmPMFBaZLMwzt5yhZhm8dussjw8fIRGOslhdZjw/y+jSHJ848jDL1SJjuVkW81nKtRqnZy5zqGOE1mQDUkImN8n33vpDSut5N/AUmRmfd+u19uXCHD9457+yVJohkozy8ft/m6NDzzA7cZFIvGHVfKKqGiMDD/LDN/+AiK7x8UO/RqLJN3XVzDKVSg48j4pRWOX962f+nNvTZ9ESGk8c+CWO7niWW7feJqzFiAYSq2amwe5DzC3cIG8t8tT+n6OhcwAhBJZjUipnqZGnVF3eqIAIvxKZoqp+zoGisPkIY4gQt+igWK7Qli8T0AxM2+EWHSwZBcxrY3iuw4OHD25w6hq2jaKp5CoVDNdDEaALxQfYA6aKC8wUF6kt2Ty57xhT+QWmCvPMZTPULJPXbr3P48NHSaxDZtW9Mjf0vTgthzC0JkRoN7g2R6zSqvtBiYaRxiyOY6CER4AQSBctXsaYmyDQuxehOCubGICANJigg2rrz2LqaWSognBMeozyHSbOADYzXpp8889gB1K4YRNh10gba/ADjudxbuE609lFrs9Nsqenn6sLYxRrJaaWFohEgkwszvPIzkOra/nJnd2MffznmFGTeJ6LxFcy41aZj+7QEYogFAqTb9zBrGYi605gIT1kApxGh7KUiHbICEi2dFAOV6h5gr6GILbnn2AM28HDBzqMugGu6Gn2RiNIKfE8iWk7FKo1vyqUdPCkSs1yKFcNnBUzEx9OPxXCva29mRdf+u+MXXyDpnQn6d6dWE6Nqlnk4aM/Q6faQvvwAdLxjXHIog64pOk6nvSPuOs3hkRydewdYvEkYSVIoZZjsTBBOt3J8uQNDu59Fm0ddnYwGOX+kY9Rm54k0dSJZVYxnRrDfUeJeUHAo6fzPnLlMrcXlhGKQIQTNEcVlk3wPElU88gXc7yyOIsq4NhgDw2JFCBJmDNYVZtCdAjbsAiXpwjrdwasSiBmLdBULVMO94AZIla4RSS2ZgetOg5fm76KB3xcm6OWWWbWa6diGEy6FaZdP1KgWMwzklqbt5BToKk6ixVIYyv9JIvXiGgq8Ogd49DdKk3V69haDDO4m1ThOroigYOr87tUzeN5HtlykbJZ5eUbpznS2M2uwTAFu8xbY2dJqjEe3X2I5VoR27MpVy2KtSpvjJ5lON7CL/TvxVM93ho7j1l2+MTRhwHJ1dG3iceTROq8yxQmSDV0sjy9kXdSSm5MnEIP6nTIHnJGlvnl23Q17mZ+7AL7dj+1QbPVtSDHdn+M5WsXSbX0YNsmFaNAd/sIHz32tzFKWfr7HwYhmJ6/RtnM0t0wxLKxwEzmOp07P4HiCYYH7ifV0rthzvaPPMnEu5KGtn6EUChXc8QiSZ5/+DeYv3mW4T3PbPAVCARCUdE0HVX117OySbjbrov0PEzL5OboGAEVHBRcx8F1bOZuXsLJL5FrSRIMeeA5qFqAshFiNgAVWWXu5iU0ofBYcwc98SSq5ic8udIjWy5QMqq8cuM0Rxp72D0YIW+VeHP0HEk1zmN71jIiFenQWLuBK3RmYwnixVsoroni1iEbhCAwcoJ4PEm1UES2d3Pz1S9jVgpIW4HUIEJECL75DXY+92tooRW+SNK1USJSYTF+iEB5As0qoNsbQcNWKGWMo9mQVfciqosEahkCybVTnOVa5I0irucxn8sSTQS5OTvNzzTvpK9ngNdmz3Hp+hiHe3fSEE74JifPwzVrCE1jb59HKKBw5obENWvYjs+zgK7xaH+ciqniSn1D2K1pGhiG4Qt8oKs5QTnagFm2mSq6lEwPT0LNXtPc9zSEkOlumppS5HMT5JaL1JbHEcUSE+fnCWVvUGvehVbKkjMCTLrDtLW2Eg1+uO/tp0K4CyEIBcN0dOzEMw3GZs7xzrlv4AUthrqPsqvtAIloM5uPlY5tYxl3Bw4TCE4c+AznLn6Pqpxjd9Nx2lIDpBPtyOalO7ClFaHQ3NRHJlMgV5jjR2//MSVniebmbo73PU+IIIpQCEWijNphFAH9UdXPjnUUXNfFlK5f79XSCamCB1dxQgSGEqeigi2C2KoKegPWXcDITCVKWQ1iiQiuolPTG7DWoS9OVop8eXKWkF3hqdJXCFg6AbWNaLqJl1sexQjGEAiKWgVtHbiXLUJU1AZcJY4nNGp6A3crwekKnbLagKeEfTxHvQFX8Vb54EqPyeI8KoKSWePGwiQ3MuPsCDezv6OXGbNMyawynV3Ek5KpwhxCguXY3Jyf5HpmgqQb4kTnAAXHoGiVmaq3VRWFEwc/y7mL36NW513rCu+aMoj1AlIIju35KOHLAXKZMXZ13Edr0whNyS6G2g5vSFRaad/Y0I0VnaFUyfKjd/6U5eoM6cZWTgx/mri+hkA61HsUxZFMTJ5muHEfqc5+YpE0u3tPbPIB+ZSINZFOdWE7Bm+9/00mFi4SSUY5PvIZ2lt3EtA3Opk96eHYFrVKGUVVMA0Dx1mLxvA8j1I+h10tk6jNsrtyFV1TcKTGu0Y3dtUhLC00t8Ls9Djf0z2WahXCeoDWYBNuUMPTBNPVCjqCm9Yc5VCB9pYUU3XelQ2DmwuTXF+cYEe4hQMdvUxZJcpWlZnlzIY9JVH89YOORMHQUwjFxhNrphvLcRn3WhCxBvJ2lK+kPs+CahPApT/msWBrBFWdfyQirKk2gqqaoiY1XFRMLYEtVRxl6/1RU5NUPA0XHU+N4eouzrrw5KVqnrJVQxOC0cVZnKjNjdlJHtt9H4lIjIVylsVCnoph0FBn44+uT/Hui18hHYfn/9nDhEPw+n99lUvTVZrNZ9n56FMgoDVSRQ+PUnPSnLxUoGZYIMC2bRoTUdrrphNNQFNYoCsqiqJi2n6hIcMW9brKglTQoydqo3omsnSb8ugstgtx12F+OgNKM0zOEfQshB7EUa7jRGrQ0A7igwMKfiqE+wppgRCeEExPnSZfWkCVClOZyxzsfXJDWvgKrQcOMy0Lw3bvsDurqk4knqa6MMXIyCO+ticloVTj1pEwikownmS5MMd8dgwRgvnl2xj9Jum0b5MWQtAQ8Y+3rtAwhcRF4ggNS2ig2CR1h4C6cSyKqqBoCisV2BVN2zKeW+CfQlRN9T9Aq23X2lQdmxv5LEGrSFkxaI2ECYgsRmWcqHqcQDCKIgSGltvQt6IIPw+gDpSmaj5c8h1UPzGrmlYHbBIo2kascVUoPDNwnB1umPDhVioBm4JZ4VZ+mQcP3M+Vay/heC6XpkYpG1Ue6jlElxNA2RVDSYbJXStyIzPPc8ce5eTo25iuvwGzpQItyTSqqhOOp6ltg3eKohJJNrI8fZ3hnScIRGKAJJRs2DrJRAiC8RSF8hJzmZt4motTqFGy8zS17F/XTCGSbMIzLbr37ifZ4q+BQDSOGtw6aiIYT2LZBlPzV6iaRUy1xEJhnK7+Z+5ouwoclk6vAofp69Z6MbvEya/9OYVikf7gPNJzMNUAQnqEigswYzMjXXBtKqEbhO67H12N4ADT2JxemmGmnlIcUhS0gZ18VEi8isNHBh5k2AkTPdJOSbMomhVub+bd5G1KtSqJFcuMAFVTkaysCQ0hNgL21SyHH50dpzUZIBSNowUT6LaFVy5ilSqEU20oio5EboD1UDUVVWoI6mYqefcwVUVVUfBzXxTVx8Nfr6y1xZr4O/ueZzE+RtfQHr587ftMZRcRrV1kzAJzlSVKtQqXpkbpTvcBcKy7mWB/Es+zuH12AUdTOawrHOyOcXigvR4WKXCJ4biduG6Jq04ji6Jut9cFh2WWDtasSJmqZKHs4SB9zd2T1BwPiURTBFoDTFSCHHNVFsstGE4WqelUq8sIaRFOxKiVqkhPEgnFWDaCqLVGtlND66dKuEca/QiKY8mPoTuCcnGWg/s/TTTacAeTBXXgsOo64LBKzY8iWBeOIIRg99DDTCyaGzBGUt2DW0ZuqYEgDUO7Sbg2jx3+GcauvcnInqdpbxpeZ+OVeI6LFBBRFXpjDpYD1VIFqQgCQsFzXbx1DxBIAsYSiXKRQKhGrWiiGjnU4NYOEt1cJl7OEgoW0ao6WnkOjfTq7wqCsKbjiRCV7iHK7R/3Qalyb2B7DobjIITA2eRgVu0KkfI4ihbEk1WCyzfRw1vkMgtQXZNIeQJVUXA1l2DuOiIQhVUfgSAdTpDcdwIhBGP5GfYF03SnmygYZSYK8wSEwlIxz9jiLAd6h9k3ch9CCObLS+wNNdCWaqVi1RjNzaAjKFbL3JibpDnhh5Pu2ZJ3Q3fwTgjBcO8xgnPlDeFwqc7+lWJGG0hRNZp27MPzXJ449gvcuPAjBnc+TF/bftR1pykBdDQPonQ9tEHrjjW1I++SvNU0vBeApx74ZS6c+iZN3YPs738CbYsKWRuBwxSKhfwG4LBAMMTArj1YlkVzoEIsUfEFh1DpctoItNmsiBI9leaSbbJo1Ormb4kjIVD/uAUUhZQ3TVTpQ5GQCsU5tP8hn3e5GfaF0nSnmykYJSYLcwSEQqaYZ3xxlo6Y79wT0iVcmUb1bNywhrZ8HVeoCM/PGpZSElDh+WM9KMLHzumzFGxXRSdATE3jCBVTagjHQga0euyMJFidJeCYEAGZn0a6DoqzNWhfsDZP0qyhhl3sfBZhV1HTayaygKrR19RDb1MPrvQYjDajpQ00VeHK0iS2Y6MCFydv8/jIQ4RD0BSPMH308/QVbnK99Si2K4ntSTGZ2ElTQwAhwLIs5ueXMW0bz9WJe+aaKViCYlvkC36UTaVSpTmSJKgKFEUlrKiMLhTIWTW6G8KIYJiU7tEfNdFFiIBdw1YDuKUSoXATeA6UygTDTeC5UK4QTIdQbWMtDv8D6KdKuK8I8FgkxbH9H6cwcYuWhrukmgsfOCwajZFOpzBME3cxc9fY582a/93C7lbGoGsB9ux4lIZakI6u+zdoBVIKSp6GApQsSa1mc3XJAsOgPRVE1zSqIrTBTSoRlKKDhJ2bFIOtWEaZmCowYluU3JJQjvSg1zxqeiumLYlEKlSTa3H/HZEYf3/fUaRn0x9QaeQquGDEm2lx2ynW67Z2t3cyEEut3mcGG3DiHgEcTDNOMhig2Lh7yzFYehwjuZOEm8VyYyR1nWzjXkBd32x1zvqSHTyX6KJn5z4sVeHn9j7LtPEWDScOkqqn5q+0bYs180y8m9ZdBxCaxmd2PcmMGSV+eJhUunk9GMS2eee33XSMF1tHX69qi6rGzoEHSJQEbb1Hfaz4LUgJBNnQk+CuutNK393tuwjttIm3dREKbg0G4gOHJWlp7/KBw4ROaF2YXjiR4P5nV6JFNm7oHQh2bLgiOei6G+EB1mUOCECtwwOAS1nOrL5TX6qD5+Kddd4Jfm7vc0wZb9F44tAq7wA8oVNI7afDuIGpJAhrAcqpHbjq2ocrFAjQ077m59kaFKA+OrkSOCkoJPfSUbnMot6EphfxEgmcQHqLuwSF+C6axFWWgs3IgIseTmJFWjY18zmkCZUnmneTsyI0xJLsVYboIUw+vkDLsJ/0KAHblTiFJQQuu9sj2K7H/A2w8xkctw0kBANB9u/evbo+79/8PqytEkVVuD1fY77sYUsYSmlcLGlMZ1QSiQDLBvRFJbcrQe7Xgowc2h62vO+n+fCQyJ8q4b6etEAQPbopJXjdXpKyDhxWKWGU89iO701eDxy2PnmwdfehLdEBP4gURSEYT90BTyAdi50hC4GgMRyg7DlMuTV0XbIr6aGoNlHXRhMCKf3MN096dOXfolBzGGv4WTS1RNftP6AhUETyxQ39e0Bb8SzZcoYLXR/FDup03TpDMpPFk58BoCUc4Vd3rpgP1hxeEeBz61VVIVfRAaSUxKtTdOTOcLb9l8jEBmkrXqJr+gd48sSG+ZICwsYSPdkfcbXls8yEj9BQvEXP1HeRct+q0NyYzCdoHNqNqgeJahrRQJjWB5/zhbOyMeIBAQ39I+jhKJoWpD0epOW+p1F03V+469reC+9aRg6i3oGH/sEkFIVgIvWBqfgNvcMom7OIt0GBWGJLwLAVchyLUjHH/LS3BhwWWhv/nefVDyJBaJvzJAHhbebdHlQ9cAfvxLqcDeEaDC1+h5nkfUylHiBQy9Mz/T203b/A5tj17dAK9IPnuQxmXiQf7GY8cT8tToih8b8g3PpwHfd9fR6IS3/2JQoiznjTfSTkOHtG/4R40loTrusjbAQEEylSygCKImiJNdAcSuJ17UQNBAgIXyuvJpo4OpgFtQ2nYoGE5l0HeMQyEK2+OU5RBIHNCsRdqGaYOHO3iVg2CoJySSM6n6e9alKbidMY1DCL0FWqsrzYSXd6m3WdtznJP0XwA1/dcE1KQHqbvlCCmN69Cj8wMTGOQNCQTmFaJnPzC+zZs3cd/MDMtuEHAiKOwp1Mk567wXkHoBBEeNqqMPygGZSKgYtBrVajtDSGIwVlGQMpicgymqqRbu0lGAyiiiC6iGGaJoXMGK7nUpYJpISwrKAJSaq1l/BWkLCri38DAsoGchyXXGYc16pRIY4jVSJUUaVFvLGbeCK52tZ1PfKZKWyzSE3EsDydMDU0zyTa0E4y2YjEpeTNsKEs/V2evTWtJbfcbb3KOuTA5giSH5dW+l0Jn/Vcrw5J+xN9DNLznRcb4Qci6+AHPC5cvEB/Tw+qpjI7N086naa5ua6F+gkfP9lBAVK6lLxpwFuXK6GwNe8UYkonApX88gJWeRFTRKjJMAFpEvAqhGKNNDS1b4HTtHldrvy9kUrFHNXcNJYIUpVRNGkT8srooRiNrXVQtTpVyiXKyxM4aFRkDEW6hGUZTQ/R0NrjJxJ5y5iysK25UAigiVB9Xlb8Bz/+QhBoaHLjie1uqBF+WPd2nylQgtqPDz8ghOgG/hRorY/tD6SU/14I8S+AvwNk6k3/uZTyu/V7/hnwt/F3/W9LKb//Qc+wLJt/93/8Pn/n13+eYrHEl//8W/zK3/kioWiYoLJR61kPP1CrVjCqZexaEctxqFZqm+AHJFstJD/5x/Mdm/W+NBFFF1sIzbspc9tMFDM8C0sWUEOQ6vLDl5pWf10RpgaWNNCJExBxgoEg8WgLhblp3OmzeLaD0tVDoqObcDB8hznAKOQozE+Tm5rAMWokO3tIdnQTa2rd4EzUNY1krIXC/DTe9FXsUhHZ0U2so5tYJLahX01VScSbKFZMKjO3sHLLhNo6iXR2E48m6lmHAv+csX6O68dsKfGkuwJutHaNIB5BVKoowiVfgnBIIxSw/bhh1ha+YVY4c+X7lJ0su3qP09285yeCK+O4NhdvvMpCYZTejr3s7D5eLxf44wnRlaSy9QlllmehqxqbQbdW4Qccm0qpwMLcFKqikM8V/GzSn/RXZvNY8cuD54rzvH/1BxDwODD45Grx5o3ke48UoZCIN1CqGNRmJ7EW5tAamgh19pCMp+/InHZtm9LiLIXZKQpzM4QTKVJdvSTbuwhsOpXHoglkpQFrdgp79jwiGiPQ1Usi3lDHmlqjaCSKrDRSmJvGnrmMFgiidfWSTDfUSx/e/SOyFXmYmJ7BzYnTjM6+T1NzFwf6n7yjpum9kkqIoJL8G+fl3Wg7ZzgH+IdSyveFEHHgjBDih/Xf/p2U8v9Y31gIsRv4IrAH6AB+JITYIaXcmHa3jvK5An/4+3/Gpz7/HC//4E3+y+//GU9+6lFqWYf7+/fc5SMqCUeihMMR0nXgMHdxafXrd3f4Ab+a/JXxN+hsH+bgwEfW7PTSrSdWKEihIKQfuiSkt3aNujLlefVRrBveOm3Qk/IDU4Ut26BcXSYcihMKrGGiS2BybIzv/of/J6XFOTzXL6cnFJVQIskTv/477Dt63+oz5+fm+Pb/+38nNz2B5zh+NRpFIRiJ8dAv/V2OPfbEattsNsu3/v2/Yen2NTzHwfNcEAqBcISjn/8SD3/sE6sacrFU4tv/6d8xe/F9PMfGc30ETS0YYt9HP81Tn/857gbt4nkuF2++yuTSZXb2PVDP9ASJjilb8dBRMJlfmuSdSzM4IY3PHOkjqEdQMFGp4Tgmp668wPnrLyGCEsMp0dG0E62OCOp6vsP4XjBhVsZ2+fYbnLz0DVzFJlOZoLd1H5Fgop5E4iKRdeC4e9uUjudyYfomh7p3rt57evIqu1r6aIglt7xH1TSisQTNrR2omoaDRjC0EWbDP2bU093rH0spJWLTNf9/tt+2XM3x5vm/ZGz6AkoEAoEwJ3Z/DiEUf45d208QrM+xZTv88M//G9defhHHNP31AyiaTu+R4zz/G3+PaMRXkFzP49VvfZ1z3/4KjumbS5H1imC7D/DJv/ePSSZ8M4QnJSd/9ANO/sUfYxs1pOsX7VA0ncaBYT719/85TU1Nq23PvfM2r//Rf8KqlPHqbYWqkero5vm//8/p7N6Yaf2hJGFi7hJvnv8KVbPARO4i3c27aU35Pi7Pc/E8F1W99xq0AnzHKMKXHx/Euzp50kPW83ZWHOOu559e7+UEu50ye3PAXP3vkhDiKvBBEfSfBP5CSmkCY0KIW8B9wDt3u6GhMc1yPs/1uSk+/4WP85/+zz9mPD/LVCHL0b4RDMsmHAhufDEJRq2GZVSRq8BhFTxPsjnyrVDKkClMkk604doOJy9/nXJlmZwxz3DHfavYIJnR98nMT9DWt5eGrhEQgvzkJeYnr5Nu66dtyLdtj09O8fZ7p3FdF8uyURSBpmtYhkmlWkFVVUrlCr1dnTz86D4SjeqGcbuew0sn/5TJpUukG1v46LH/hVh4rYDzu2cv8uJkAWQEKT1qRs3fs7ki5mvvsPfIsbqtUnDhynW+c3MRKcN+W9NAehKZr5J5+U2OPvLYqmnr5ugE37w8ieeFAUnN8Ou1yoLB6I/e4PgzHyVQtytPz87z9fdvYlkhwM+4dV0PicWlH73Jiec/TTS6kkTksZSbpljL0JzuY2FpnPdv/ADTLuNIm77W/QS0EB7aKu6IYSv8y6++xakbt/iPv/ErSKUTq34S0EUBz5vCsWoc6H+YbGacQn6JQnmRxkQn4zMXOH31e4QTER7c/Tka4htddq7nYjr2HcBl4G+carXA7t77KC8tslhdZD43ykDbQZZy07x17qvIgMPRnR+lu3mjo1lKScUyiAa21qwnC3N88/zr9DV00BhP4noup6YuExYhUtE4hm3dMSbXcalVK+SyiyiKQqmYv6PMnlXJMXXlLVwUhg49idBDuGaF6cuvYZg2g4eeQA/7gtIxy0xdfh3Dchg+/CRaMIbnmMxcfp1yucTAgUcJxX1Bado1AorOgd6HmF+6xXzmNqZdJahHuHD9Va5NnaSxqZ0Tuz9PPCwolct87a2zZIo6oPvYQ7YDSMJvvM99n80w0OdHrNQMk2+8cYqJggYihm1ZqzVY9Xcvs39iioP79vjvZ9t86/VTXMkrQBTHsTBtGySohdvsuH6TR+rC3XU9vvfmKU5mJVAvF2n59nElP03buYtbCncpJVXLILIl7yTlSo6+1hHcUpWZ6iRTi1dpSfZRNYq8eeYvKdqL7B54iN09D99xf8Ws1eXTncqcWckxfeUtXFSGDj+J0IKbePfkHdFqE/MZssUSR3b6xUc8T3Lm2k26WprobGq84xl3o3tSe4QQfcAh4F38wtm/JYT4ReA0vnafwxf8J9fdNs0HfwzIZLIY0ub3/+C/cXXPISzH5utf+S7JXW3UTJOTE5d4oG8fsXU4EBIIBANomko8kbhrnHuxvMR33/jPLFdnSDQ08OyR3+BA32Pk58dxdAXHteovB5NemvOFHPtKCoGqD9E5acc4V07RsSyYu3KN1qZGpBbkkteE7XlIBd+m6kpc4WAF6gkoSShbCo9pOit2zcXsOAu5ceJxP6ZZuB66GkSsS0YQwNO7eph59jPMq3Fcz89qk0gidpVP7k76pxMJSMmDgx2MPvM8o1oD0vPj7aWEoGvy+W4/HnjFa3agp5VPfeQZrqgtq6ZcD9Bci082VND1teUw1NbIzzz5OKeUNr9tvb3iuXwklCG6Ui1ISuaWRvnu67+HqVTobB3ikb0/z8G+R6lk5pDBEK7nz4mCQUjMAAG+deYKPzx/Edvz+Fdf+w6PHT7IZw70MdScRKWCGoxxZPdHefnkH9GVHqB36P5VHJnZxZvMZ24TsHRy5Tka4u3YroPl2ESDYXK1EhembvL4yFFfA1q3JjRV58juZ3nlnT8mFo5zePBjNDX5EVnZ/DQzC9cRUcl87jbdTbvwgLJRJR6KYLsOr944wzO7H0BVlA2bWSI5M3+ViaU5zo/f5OHdBxnLzjBfWuLm3BR9rW1cnL7NozsOb1ifiqoQDIaIJVKoikrFsNE2oYRWCXLBbKJcqdFUswjYHoblcslqJpMvYEzMI5hn744hTHT/+nKBxopNxK1iOy5X7SamcxJjOouQS+we7qMx2cGegUc5ef6v2NvxAO2D+wnqETzPY2LuEovL41S8LIcGn4EwpOMxfvGR+3jRaMITCp6UuNIXnEfsKTob104n0XCIXzpxiK/tfRRHqPW2/trcbc6wo31NSAX1AF96YC9/3n8EW6i40tdUpZQMWAsc6FmLvNFUlS8eHcFuHKIqdFzPW+233cry4I41we5Juco7y3V45S68Qwj2DD1EsbBAQeZ4cvcXaerZgRCCcjXHxNxlbK1CPNPISPeDqEKjWKsQC0VQhOD122c50X+AaDC8Wih9hWoEOG82UanUaKqaBDSXWp13S/kCxsQcgjn27hhaXac1y2a5WK47kv15KNYMSlVjQ17Ah9G2hbsQIgZ8FfgdKWVRCPF7wO/ii5nfBf5fwK/cQ3+/BvwaQFNbI0/+i2cROZVPfeajhPanGEm1IowqZbfGa7fPEFej3F+PH14h13F84DBDx7ZtXMfZEP8ppeT0lRdxFZOEnqRWKlOoLJJItJKZusqD9/0igUi83hZs10MKwdj0LEa55H/tPd/RlM0uMX32BkN9vex78HEe392G60o8xDpbtaRWq+G4LgJBJKASjYSBCsuFWb796n/E9MpoMZ2H93yRAb2Hjt1HCYc2eslVRcGNJDG1FF2NJuEA3JgL4BrlO0whqhC44QSm3kB7g0U6Irk6G8AxTVR1o0NJEQIvFMcINNKStGlNeFybD+IYNqpmbeYPMhjF1BtIJzy6Gxyuzwcxax6KWCtWYNkG7176JtFYDLUqyeUXcTwLPRghoAc5cvDzq6XEbNfh9tIUYbWB//DCG9RsX+ifm5zmYqHM9PIt/u2nHyIQ8BNkIpEUOzuOEjIkzW1DPlCcY3Bk73PEnADRVAN9rX7E0FRhgUuTt/nkwUeZKs7z7u3LdKSbiekROhuacVwXXfGd4JoWZGffA5THbtLevQuvDiM80HMIxXQwqjlG+p8GISgZZb5z8U2+cPgpsrUCJ0cvsqOlG9t12dMxgOO5qELBlZ4PxSAls7klMpUcp8au8mx6gK6ufi5lbvPy5dMc6tpJwzrNXHoSx7ExDcMHV7Mt34Sxjpx6eGPVNDl75Rq64qMR2Y6H43pcO38Gq7hMbyqKkkjjeRLLdjh/7QYhTcVDYNgOrpTcvHKRamaOtshHiHTpNDR0MZAcobmxl3S6C8e1kdLj8ft+gaunX6Rrx+H6ycgXKooexFQaCIYFO1tNxrNBlksCUV2+I7JH0XTMSCNqUDDSZjJbCLCQV0AUNgoo4ZunrEgDXkBluNUgW9GYyarIam2jo1GAqqpYkQS2pjPUalCxVCYWNWTN3SBci2aZFy6+xReOPEW2lq/zrgfHddnd0b/KO99HojDUf4zJ5Qrt3btRAyFs26Qx1cFHj/8qc6Pn2L3346iKhuM5fPvSG3xs9wkCAZ1TE5dpjzZhS4djfbtxPd9HoSrguL6JZT3v3Drv7PW8S0eRQZ1iqYSRm8Qt55m7WSW0fINq025EbYHc/CKTiklzYxPR4NpJ/260LeEuhNDxBfufSSm/BiClXFj3+x8C36n/7wyw/lzUVb+2gaSUfwD8AUDPrm6pRwMUcwZLdpEpI8MBvYeRxlbmanmylQLXZye5b2jP5oEhRL3Is/AzLjeNm+P7P82NG29QWZpDjcaIhdK0NQyiLRbR9ODqHY7jYBkGwrHpUecZcf1Qx3GngQU3gm3W6A44kJlEcS32pRdQFYtsOc7NcR8MSgKOUaO1qZFwKISuB1YjsgJ6iFgkjVWuENKjJKKNRFt0goHoBkemBF67Oc25F75MLAo/9w8fIBoW/N//4i0uT1f5wUeeZPjhJ1c3x6mJeU6++JfoAclv/879tDUJfvcbZ7h0I88L9x9l3zMfX3V0XZ7J8Or3v4VQPX71N44y3KPwb390hXfOLPCt3Ts5+vxnVrX38cVlvv/S9zFdhy/80n6O9ur8l5PjvPjqJN/sauf4Jz9FJBIioId44siXuHHzLbxCERIRQnqE3YMPMV89tSGEcamY4+UbZ7hyK8atxbUNLqQkLGqMLV/i25d7+JlDPp6Ipur0dx8iP3GLXHGeN09/hbK7THf7LvZ0HyMYiKEqGp70eG/mIu9eucqJwQPcWp5kLDPLV8+/RF+0iy8ef5ozk9c41rsLVfgAXd3te5hbLFEzy7z1/ldZLI3T1NzJ0d5nUKudBPQQUkouLN7gzZvnONI5Qk4WmS9m+fqFV1FslaHmbq4ujDLQ2IUlbRYqWRQEt+an6co2cXVmgoeHj9Da2MKbNy8zvbxIppinMbYuHlusrGNRX8ebwm4lGIaB69hEnQJ73XmCeFgixHt2C65lkVRdNCrkZyeIBMK4tk3IKbHbWyDqeXhC55TVguc4RIVDg2pQnB4l0rWDcDBGf/cRpGMzNX+Vdy98G1c32dn7AIM9R0ime1dDRPPlKl97813mM9/lEx/p5bP3N/Gj2Ty/9+Xz5EIhHv7IY/TWi5ZXDYOvnjzLzPi3efzBVn7xeA/vXaryb758kkUtwEMnDrG70T+JWZbN105fYurydQ7vTfHLD45wbdzkX/z+68yjcf/+Xh7o7PP3qevyrXM3GD15ih19YX7ptw6ysOTwz/7wVaZNONj16zw7vAcJXFjweXe0axdZN898IcvXL7yCamsMNXdxeWGUoabuVWTIlsY+rIZBXM/h9IVvMTp3jmgywf3DzzPQcYhovRbxWH6Gd8bO0xZqYrC7nflSlhcuvUXNMhlu7mG5ViCg6vSmuz+cd0qdd1M3SDXVKNzIYFomCddlopjz/X6LFwl7JlLVsN0sntYFyUf4seEHhL/a/itwVUr5b9ddb6/b4wE+DVyq//0t4H8IIf4tvkN1GHjvg54RD0T4XOdBQsPNCB1ytSK3Csvcv+8ob4++jSNdRhdmqJgGiXUhzIqiounrgMPqpfjWUygYxVYkVbPAIw98YTUtPRhPbdhIF15/mRunzoNr0NgyiZlKIKRLwlaxZzqwDYNxx0DTdDpmptFTjeBlqJoVXsnFcYWGH/zk8qRtEg5vHEcs0sAnHvstrr39An0HHyLd2INM1csHbqKBhgRPNyggXJZuLJIJagw5Bl0Jj5GW5IZ37EzFeapJQ7oW+ZvzGLkYXbUyqYTHrtbkhtC0lkSUp5p0PMekemuWcbuJpnyeh5OS3pYEyjq4hFQ0wuPNQZyajTM2y0S0i8jiEg8nPFpa4uj1XAIhBOFwgrJdJKoJjhz4JKoeQHoegVhy9XsrpeTG3BRnp2/zyqUw3rrjpXQcmsUi7UmXPz19nvt7W+hr8KMphKKiB8NMzl5mdPo8WlSl7Cwz1HKYRNw/8ZiOzXhhlmypwMTSPAWjjGNbjC/PYRU8FivLvHD5TVoiaQZWCmYL0MIRlnJTXBs7CQGPgrNAX9M++pv904BEcnt5iqppcH12kkBaQfUkNxcnCdohlisFfnjjXR5or3Hfjj18YeQpJtxL9O84yLtLF5lZXsRpbqOmwkIli+U43JyfYmfHWplAIQSqqqLpgTXgsHVrori8xNt/9d9ZzuXp1WcRloOphhCeTajYiTvnMuXZCNuk6r6L+95pFpeWaFUW0cwqZiCC8Byi5RbcacGs5yBsg5rUaDrSjxbQUfUAHnBt7C1mFm+gxVScidcZOPRbKOtMRKFAgIdaI5ScLImFDJMTDZijs5yISyKpMPHw2ubUNY0HWmMMFyGZyzE13kHx+hQPxiEYCZCKrZlYVVXlSEuCjllJtFpmarTG0vUZ7o9KtKBGS2LtpKMIhf0tCeJpCDoGMzdLLM4tczjkoYQ1uhpWTuKSWzmfdzdmJ1GToMo13mXrvKuUDR4aObDavxaOUDWKXLr5OjWnRM6aoSXZw5Hej9SXjWAsP0vVNrk8NUpDcwxVSm5lJlGkynx+iXfnLxIwg6R3hnn7r17+QN5NezbYJo6eoPvYCUyvhog0YhcWAUEo2YJZWER6QcKJVnK2jmp2sDG2bWvajuZ+AvgScFEIca5+7Z8DPyuEOIivbI4Dv16f1MtCiK8AV/AjbX7zgyJlAAKqzuNHP4KiKNxYnqRbjxILhijbBteWxgHJ2OIsk5l52hI7/UkW4NiWDxymCCzbx3bfHCUjhODw7meZzKto6zIdG/p3bhCS4ViMjq4udEUSTyUIBzyE9BBail4thWPb/vFNUbAcl8yCDTJCvlIjpCi4dawWTUqq1Rp5z0HXdSy7EV3zxxEJp+jq2ksi3ur3tUVhXgH0NiZ474FP01oc5z1tH7YlaRoJsJAYoL8j5Q+7/pqdqRjasY+SLM1xNjyCW1VIDuuYsT6GujVf66rPSWsiQvTwk6jVPFcS/bhlndBgEH1PB0ONjl+sY2V+oiEa95+gXDMZb2rhViGC0hshOJBmIGqiayuY6/6p5MSBzzF//t21hB0haBwYWZ1jT0quTo8jFYtUIki1su7dhSSu19A1jaKZ4z+/cZ1/+bGDBDSVQDRGenCEkNVNfnmWhfkr7NrxFM2NfauRMkWzTMEsY7suM9kMn+w5RttMjlfVAvnFEhPLc+SqRebzy6vCXdF0WkYO4kiH+/d9nNEbb9Hbe5Te9v3oui94TMdisZpDIpnMLPCLuz9COH2bV8JlpsdyjC7NsFwrMrOcQVc09rQMsaupH6GoXC/coicUQygqY/kZlqo5PM/lzO1rPLHnBNH6NHmeh2Wa1ColFEXBNGo4tr06NYqi0tjcSiyRpC2YJpz2cWKkotGS7MIOW1D3s8QSCRzHJRSJ0BRoItxY8FeUUGhKdzIQWIHZhXh6LWkr1uybXQ7HPoJTrVAzsxwc+QTxZPOGxK5QQKd3eDeX2/ZRDnm8nm/DaW0ledygWZcbhHtA1xgYGGQxvRMpirxa7MNu6KbxWIZQKExDdM2xrKkKw73dTIR6aLDneLU8ghUbpuVwD160kZbkmnBXFcFwZxvXHvwCzdVxXjf3YgZqtO1vopLopKOeCGQ4FplKDiklE5kFvrTrKSLp27wcrjBT512uVmBmOVMvnOGv05adB0ARnDj0WS6ef5HG1h729D26ar51pctsKQMCZpYz9Ce7+FJqgNeailwZm2V0cZalah6KKh7clXfNm3iXaGjEKeWxqzXMxQWcSBLhONSmJ3EjSXAdajNThBtbcMrFDebnu9F2omXeZOtgxO9+wD3/CvhXH/r0dbSirQylu/lcso/ufcewBHxs+CEOFE+SPLCHeNjHPF4ZTTAUJhgMkqoDh5nO1s4GRVFQAsF1idjckb6769hx9hx73I/nXRcfHxOCJ6TYkHzguB6muZYc9cCmea6ftAFQgwYOvj1bAtGm1g/NtvSkpOCptAdDHNzZheVKFheucUtqd+SzSCkpeioxLcihnd2YUpDLjnLb1HDvaAtlTyGkBDi4swtDaJTKs4wXNBzpsj6wUwIVT1BFY99wB0YgSs1e5p15BZuN9nnwQ9x8we73sRLNszonAvZ29hK2s/zCzz5MSMRXH5evlvmz1/8SgI8fSPJUX9/afAsFoSpEw0lOHP4ccxdO0tX/6AY+Vx2DtB7DCNewXYdEMMrejmH2dXbhuoJ389cxLZN3b17i2OAu9HpRbKFpBNA4suc52sw4HTuPr/oHAGqOSVQP0RKI+NnKaoDepg5+bccI1aEKk7JI2Szz/uh1njn4AOloHEX1I4Ke7jjInmWX3uY21KLg54YeZ9G7SevOQ3hyDZhCVVXCkSjJhkZUVaNmuwTWAZLFUmke++zPIPHXpVi3hveisD6eR6wGzlFfx2vP2YHC0AaOeVSYAdYSBRtTnTx25GcpTN2mre3QFrteYkhB0VPZ09uE3dqJE5WcujSDgbtRsZISyxPkXZX9PY109HfipAOcW84jpXpHBLrtQc5VOdCcpnW4C6eQ58rCNDW0O+SYI/22e1MJmoe7cKpVbs3eoizV1baGYxLTw+t4F6S3qZNf3zFCdajKpCxQNiu8P3qNZw7cTyrqC+8VXKJdgw+SqumkOvsJR9YyUyzXQVM0WrQwUREGCW3JZr40eIJCT55qVOeVuZOUZi3ynnMX3gn2IVhvZF7lnXygPo9bJ3+tmu/+/xF+QFEUGrr6CQSChPUAqWCMwQcb0WNxP+Z2NSFmXRKTUcFeSWLyPFbhE9dpuM079n2gUFUUBU1s/ftmw4mqQnCbKciGtHHqe0wIiDa13bXtykFrWYuyI1RBxJvIzWeQErSmdg5UK9QiXevS3AQ5JURfxEKJNbC8kPV/SrWwv1zGTPSufeGFoIBGa1wAcbKZPFII3Gia/U4BN93mm7bq66jiCRKJIFFXI5ur4CkGXiDOnlgWtaERT4Iq1qZY1XSahvbcNYVfEQoPDO2iMzPL4M6Np6bFQp7L473YIs/+9jYOdaW3DCtT9QChTeY08HFRfuvI56jtKJBq6UQRgp5DD6Kovj0+lIiy0wjS0LNzSzVFURVCyYY7Nkw6nOBXD36aYvsMqbZudE2n977H/I9YE6SqOZqGbMKpNoLrIAYEEAhFaOjoRVEEPak2umNN2C1DBGMJtHXJco7jUCkXWVrwfUfFXIFYZE1TFcLHv9mKfAG+PdrcVuIi3DvTfPRw1NdSN8+TEFiuh5dIMkiJnAlyYQnPFgykNAKBCBbqao6343nU4il2WcvkZQNyfgnp2HQ3RVBUFUNorETzu55HMZZmb2SOQiABc4tIx6GlJY1AUFWCq9DAnpTkwkn2hcepRNMwtwiuR6qthYTrUNEjNAIN4QS/eujTFDtmSLV3o6vreSdJVfN13rXXE5/upHCiAXUT5ERIC/DFPc+QS48Qb+4gGAyROPowiqbR1txF3izzKzsexx3USEfjPxHe3Xnz9qJlforgB7627sqG1KB1JIjpXZvgB6AhncKwLOa3hB+wVu/9oIy1gIihiHsvUuvn+d29X0fWcOQW1eu3IJUguhKtQy9s1adAiPrcrMtZuVvb1aLG65SArfl9j23rGoTEq6d4bzMT0LGpZuaJtndtshhKLMvCzGeJNbfdHeNFSlzH3qBdb5eku7V/Y4Vc20LR7j1JxYenuNOZ7/8ot9yImhK+A36gr6cbTa3DDzQ0rMIPSOliu+V7GtO2xi235p2UEm+LOQ6KFALlA9ZE/VW3tX62aOs/fMv299wWcPjwffeBvMNfr0JRt6Ulb+zXhzBQhE5A2SZezD2QQCEYSq1k2P/14Qf+Z5DrevzlV75B57Bgcb5EbTnM85/4CLH45qrvYgP8QLVSxqiWsao+/EClDvmrrIPmtZ0a18ZOUraWGew8vFpHczNZsujjgKw8qZ5J5nruHenP4Get3Z46R6Y4TlfrCN3Nu+4ulLY7D9RwvQ/5EMiN/66voQp+Ao+/sJQ72t5Lv9tufw+kaCrRtg6Q3qrQW6lQHwjoBFpWTjXe1h0IUHVty99d1+bGxCly1Xn6O/bTnh7caBZSxep9G3jXNkJ30+56v2vmuNXXlB4Ts5eZzd6gtbmf/tYDGyspKWLL+1bGe7eJWuGX49iUi3kWZv0Q2Fy+QHgd/IArHQxvaev5uAttXhOe59Wzbu/8uG1uK/GQ6+ZqhUy5fGfbOu9WS/vdZRq2HuRfr+2GYjzr9qiqqr7CcA/rcj3vVjCO1vfrCVDFSpbHRlrIjnN75izJZCM7Ou9H19aBvSl+Xx7WPfNuW+NGJUDyJ+JQ/RunhflF/sk/+n/wK/94NxfOLFEpuczOLvAP/9e/C3CXwH1JNBYnFo+TTqUwTQu5uLi68fz0aYeLt17jnXNfQwY9suUpnjv2m2uLfNMBIV8rUTENutK+1uR4DqfGr3J8YN+G53vSY3TmPC+f+hNsaowtneOzJ/4JocAaXsZdlLZVqtQKnL/xEnoowP6BJwjqW4GB+WRYVc5ffwlPdTgw8ASRekiWlJJrCxPsbOlZHd/1xQkaIylaEx8eB+u4NpdvvUHRzLCn/2Ea4h13bet5LtfGTpIpTTLS9wCtyf67KTxIKbk9dZbp7FWGug/T2TiyOr7p/CLxYIRU3UFVtqpcn5/kaO+uDx0vwFzmNtcnT9LeOsSOzmMIofhjGz/Ja6f/HE93mMvf4JPH/8Fq3dT1DhNPeoxOn1vHu/N13q2LPa/zTkrJ9MJ1XnrvT6g5BaLzKZqTvSQijXe0vRsZVoXz119Gag77+9d4t0KaphNPpmnr9MGxpDpPOLJeqdlaWm3k3SOrWboSyc3MFH0Na+aGudISFcNgR2vPhj4kkrHsLG3xRiJ1rPlctchsbol9XRst9ODzLhGMkoz467xsVbkxP8mRbfJuNnOLG5Pv0tE6xHCdd3ejTG6KK2Nv0tTYya7uE6v7umLVWCoV6Gvy39eTHu9NXOG+3j0b6sfejcrVPBduvIweCbK///HVfedKl9uL0wy39tR9ZoILszcZbOxafd8VWi7M8cqp/0YmP4ke10lFW+ls2rn6+4clGvm8e52iucTe/kdIx+8Oiuzvu3dYKk8x0nuclmTfXffdZvqpEO6NzWkKRcGu3sMI8wovf3+ST3zqKaSUjE6d5frUuzQ0tnN48FlWjXpyTXM3K0Xsuua+HvLXtKvMLd5gqOsAueUZlpZnKFQWaIh3ML80yrnrLxGORzg8/BzxcANn564zObvALz/0MRCColnltZvvs69jiHAg6Ns/FRXPdZiau0xP2w6q+WVypRxzudv0tx6gUF7izOUXcTWLA4NP0pLqA3yG5opzaFqASDDJW+e/ys3JUyhhQUuqj97WtQQtz3NZLs4hFEEi0sR7l77NpduvIQMu6XgbI91+pfplo8DXz73Crx7/FC3JNACnp68ymOimNdGA5dgb7IlSeuRLi9ieSTrWxpXRt3jn0jdwFRNV0zi+6zMbtLJiZQnTrpCKtTE2c563LvwVlqxiewbNB3tQxNqHtFLNUTELpGKtzC+N8sb5v6BqFSgZS7SlB9HUAFJKXhs9Q2ugkaf3+UjYc+Ul3r55gQNdw0gp0TbVEDXMMvnyIvFoI4ZR4dX3/4xscYaZ/DW6mkaIhpLYjsn0/FUGOvdSXJ6nkF9iqThFW3qQpdw071/9AVpY5dDwM8RDDUxu4t187jZ9rfsplDKcvvIinmZzYPApmhJdTM5doa2pB7tYJlNdYGbpGonuE1SMAmcuv0jNK7J34FE6Gv2MRtdzyBXnN/HudWTAJRVb490K+Zp7gYVZ1iB/w3fCJqzwzvFMUrE2rtx+s847C1XTOb7r0wghMByLFy6/wXM7TjBSjw2/vjRONltiuKUby3UIqL5D2fFcfnDjJIdbdnHfkO+aHc/Pcm701mqCll5v60nJq6NnaA808dS++9Z4d+si++/Cu5pZprCJd8vF2VXerf/QmVaVfGmBSCSJdD1eff/PWMiOEcsk6WraRTLqF7W5khnj9I2r/Ppjn0FVFGqOyeu33mdHUw/pWNz3T60T8o5rkyvMoQUCRAIJ3rrwV9yaPIMaVmhN9dHTsmf1Xb5+9lV+87HPEQ9H8aTHO+MXCKCTCEexXWd1L80u3iQSitDfMMJ8ZZLxhQt0NO7AcS3OXv0hS+VJhnqOMNxxX/0UsMI7i1Ssjcu3X+fkpW/iKhaaFuD4rk9vCBkulpcwHX/fjU6f5a0LX63vO4vHD3Sjfkh8+wr9VAj3crGKY3mcen2M733nGh09zXz32y/zW7/Tx4UbrzK5dIVwIcxg22Eao/4XUkIdOCy8Gi3jsrEuaiSU4KEDX+Cds19hML2b5u6dPo4McH38Pa6Pn0RPaLQ3DqO1HuT03GXGby3y0f0niIXDjOammcjOMZdbAl0SVIL0NrahaTrHD3yGd07/JfFokIOdT9OW8hNvZhaucenW6ygxQTTsa3qe9Dh16QVfY0gGeHTfz9HVOETMC1KsZqnU8qtfeyk9Ltx4hfcufhslJnhwz+doS/ehd3uUSkvUasXVtucWbnBzcYr3bl7mo0ceZL6YZTw/i1V0ONy/g/cnrvPQ0IHVU+3E7CV+dPJP8EI2+wYeoys1wqHeRyjnFnAME0+6qHV/xvzSbb735h9iaTV29BxlZ8dxDvQ9TGVpAc+WOK5NoK5N5YpzvPDa71GVeXo6dnF44Dn29ZygnJnHcD0sx0BTAyzV8lzK3OJKfoKHdhzE8mxuLU9xc2GKUq3KrewUO5p7SdU1pZpZ5ntv/AELxTEamlt5dO8vsLPzCJVAJyUq1KwS0VCSQCDMQwc/z9tnvkJPcpDWrl2kY/4pZGz6PFfH3kKLqzQmuzgw8CQPHvgM75z5S+LREAc7n14FiJpeuMblW2+gxASxSJqWZA/37fs47535GnZIY+/Aw7Q17wYBi8sTXLjxKjLsogV02huHQUou3niVdy9+GzWmcGKVd3ID79aTpmlEY3GaWjtQVRUHdRNwmM+78dlLvPTOn+CFbfYPPk5ncmedd4s+MFedd6O5aa4vTRKywuzo6CFbLnBreZr56RzWYZt3xy7z4MB+NFVlprjI1cwY+cUKh/p3UDIq3Fye4vrsBDXb4tz0dQ53jxAOBFmq5ri0eItrhUlO7DyA5drczE5yc36Scq3KzewUO5t7V7Vcn3e/z0JxnIbmNh7d+/OMdB6lEpinRIWqVVoV7pZd40fv/DFTS1dJNDbwxP5fYqjtAO1aK0W3SMXIk4w2Y7k2781c5Pz4KNPZRVpTacaWZ5lcnmciM0/FrWGaNjva/BOK6zm8d+HbXLz9KoFEgEf3/TzdjcPE3RDF2vLqvgPB6dnLXJuf4MLEbe7fsYfZQobJwjzXZibobm7lxvwkx/r8D+CeoYdwTYP5ucs8PPAJmrv9k2mpssy5qz/CVMvU3CL9rQfRtCDjMxd56eSf4IUd9g8+QUdyeJV3tmngSmd1381lbvH9t/4QSzPY2XsfO9ru50Dvw5SzC0jbw/Fs1LvUld1MPxXCPRqL8Gd/9B+4dek1Pv3sx0l3DZFKJ1GEyiNHv8iFU9+ka/ggjYmNEDWGUcOqVZGOhe04GLXqHZsnHEnQGO8gKSP09R2FOlbD0d3PotVsYvUU9pJdI2+UKRs1lstFJgqzLJfyPNHQTTwS5UejJwnZIXoa/Bh1XQ/R0tSHOTvNwJBfqUlKyVDPEcxiHsPIs3/gKYQQ3Jo4zdWpNwloAYxqhYXlMXZ1n2B07D3u2/UxmjrXUASn5q9x7vYP0fUAhlFmbukW9+18nluj77Cv/yE6Bw6ttl0oZ/Gkx1R2kZJV5fWbZ7kv3kEq2sp4YY4fXT3Fvo4hEpEoheICb138K1RdxbFqzGVusb/vCW6Nv0d7Uz879z29GjdeqeV5/eyXQZNge8wvjXFk+GM4nksy3sT+Q8+vFsQwrRqvv/8XOMJAOLCYnUQfCaFoAQKBIA8e/Tx6wD/65mpFarZJrVihahmcnLxITNV4tLkHKSSv3T6Da3oc37EPKT1OXvgGOWMWDZV8fhHDLpNItLE0e5PHH/hFQnH/tCIQBENRmtI96MUa/YO+ZimlZO/wo3iVCqqusrPrAQD0QIiWpn7M2ZlNvDuKWSxgmnn29z8JQqCpOi0tgywXLtA/dL+foCUl3a0jPHbg8+SWxjkw/DyKUJicu8y52z8kUOfd7NLNOu9Osr//YToGDt5xXHddHzgsn82gqCqVUoF4bL0ZQJAvzvP2hb9CDfi8m83cYl/v49wae5f2pgF27ntqlXeLlWVcz2Uml8GwLV66food4SZ6WqMs14q8dP09elPt9Da3ka3lsV2b+eIyhm3xys0zdATjhFt7qDkGL988RSoQZ0/3ADmjhOGY1IpVquYK73Qebe7Bq/POsyQPDO9FSo93zn+dnDFX590Cpl0hEW8lO3uTx4//IqFYepVHp698j/nibXShUSpmKVaXaGroZX7qMo/c/yWiKd9Maro22VoBw7LIFHOU3AqTi3M8nu6mOZHkzOxVCtkqgy1dqIrCzYnTXJt5G10NYFSrLOTGGel8gNHR97hv9/M0ddZPW9JjYWXelhfJVrt4d+wyJxKd9Da1cSM7wctXzrC3fYBwMIQQCs0t/RSmbtLbf4hQohEpPVLxFp667xcZv/E2+/Y+j64FyRXn/X0X0HAsg9nMTfb1PsatsffoaB5kx94nV3lXruZ4/dyXfalsu8wvjXJk6DlszyadaGbfoedRte0HE/xUCPdQKMjevXvoTkXwbAsnpfP+5a9j366xo+d+9g8+RrK1744q9roeQFMUYokElmVTM507Nk9AD7Fv6HHyEzep1PK8d/E7FK0Mve272TP0CAE9TEALMZ2doGxVMWyLqzPjFJQielXhifZBwqEAN7ITuEuC5w89RCgQRFVURvofZLbwNrZr8v7FH7JQuE1zUzd7+k4gi5X/b3vvHSVJct93fiIzqzLLV7Wr9tN2vJ/ZWe8tzHIBEIQH7RGURJm7050e9c7q/rnTe3eiyCMECgQgUbwTCB4pYEEsgIXZ5frxMzt+erqnvSvvfWbcH1ld3T3dM9tLLTgzq/6+16+qsiMjf7/4ZkRGRvxMw115S8duKFfs5BdmBUPzEPC2cu/Ac7jdTaviYLe3DPDQtk+SiE5QLZfRnH5cho/7tn4cTXWsWnucyiwgEIwtznA9PsP56TF+e+gwbZ1b+NHiu0xEbaeK/X3D+DzNPLL7MywujFDNZCi7FBRF5d4dz5NbmEZdsXzj0n08vPdXWJi7QiUZp+C25/6HdnyExNglOztP/T3S6dB5YM+nmJu5SCkeIafXkNJi79YnWbxwAofT1Xitv56aoWrVSBVyjC5O8+78CA80b+eR7iGytTzT6UVOlq9wZGgXqiI4uP1ZWoxW8tF5CpodJXCw9xBGrIjT5V3FtaY62TX4MNHLZylV8pw4/xKJwiyd4WG2Dz6IUrMa6+qqorG9/37m0u/cwF0vu/oeQOYKDe6EUBjacpiZSAFLmrx76SdMRy8RbGpjX8/jdBqd+D0tde4G1+du+ONoDgfrpYBUFAWnruP1BezBvVi+IXCYxO9p4ZE9y9xVDNXmbufz5BZnG9xVzCrXkzMAzCWijMdmOTs7wq8OPUBHTyeXU7PMpaOcnxqjq7mV0cQ0ppREM0muR2Y5O3uVF3oPs7N7iPl8jLlMlNPjI2zv6uN6cnoFdzO8OzfCAy3bebh7mEy1zl3lCvcM7kRVBId2PEuLq41CdJ68Zud5HdxyCCNewmkscyeEYM/Qo/hVL7noHCW1hiIUujt2okTSGG5/o+xCNkqqnKVq1rg0M4672Uk8kuH5tn4Cfj+XL40TnczyycMFAm4vfZ17oFIhHZ2malYxNDcBXxtHBp7D61nud+lSlvmcnZbi6uwU3d0tXJ6Z4Nd7d9HW3s23R19lZH6KuWScwXZ7gtkV3oZsjyKEytXxo1ydPIbL72Z//9Ps6X2E1rrhxhJ3kflrVLN17lS73+Ujs6v6ndvw80i935WTCYpu26fn8M6Pkhi7groiXMpGcEcM7ksQmgNhmrx75edcGT+K5lNIFuZ5ft8/WDfFmWWZtpdquUSlUsU0a+ubXykKqsPJ6NQp3r3yCg6vymL2Om0HevHW43y0e1v4SPdBUlqK/vYOXrx2hVoMPn3vE8wUYpTNCsWSSSKXpbOpvjMuQHUaLMYmOHHhJYRTMpu5SpOng/6mPY3L67oHxXAznbzCY/u/SHO3PWNwurxrOrzTYaB7g0xcvsSDOz9BZ/9+hKLgNDyrzL80ReWJLYfpSan0bNnNRHqOuVSUnC9I2OcjPpHGkpLZRJR9W4ZQVQ2fv43jF15kZ/gg2/Y+jaJqVMwcmr56GUBRVAKBMCcufJ9e7xbuOWSHFKhVyjiM1Ru/QigE/GFOZl4iqLl47PCX0AwXlmXhWLERJYBtzX083RbFCuk4DI1IPskVa4GHHv8445GrmNIklk1RKJfwudz4vM2kq2lylSiP3fPbGL4gIHB61jcvE0JBdepMzV3i9KWfoLoU5rOjtO3rsa1nVhdGcxosxMbXcte8e03dqm7Pwo6d+z41UWEmcwm/0cyO8HIWzZXcPbTzk3T071vm7iYbo/bGv0m5XLKXZdYJHGZz12pz136IbXuesrmrgbYihLAiFI507cYTLxIY6iVWThHPpZiulBnu7CUy9lYjsJllWewPb0ONpXF2tlCiTCyfZjSdZP+OfZydPoMlJYupOJVale3N/ZRao1ghA4eh2tzJ1dxFMyu5ayFdSZFfj7sbRiivO0RBlokWZnjyga/gDtnr67rbz8rCTe4gH+29h4g1z84tg/x0+iiLC2n89z9NqpKnUCtRqJSIZlIE3F673+kuppNXefzAl2nqGkIIge7yrcquZmg6z/Tdy3juIoND+7mWnGQqtoC89zmqDpVUKUvNNJlPxhgId9bNgCWqU6dcyXP03RdJF6IoGVAUjQf6fukG7to4ceFFdrXfw9Y9T9rcVVmTMF1RVPz+MMcvfJ8+3wBHDj6/3O9cbm5uIr4+7qjB3dvSjpSSnS5IJ+cpm2n2DDyNv6ljzSC40gXfPrDqYxV0jxfH4A6c5QzD3QeIp64zvOVBWlv60eomTGFPM8/tegy5Q5IxS7iuKZSFpCrh3cURcpUisVSOMxNX6Qg12+aGmoO2HfupYbJ78GGmpk/T1b6TnvAu9BWRHgUw1HsAI5bH7Qk1ZiK+9p51d9W7w9t4aOB5vK7mxh6Cu2l18l9dc3Kkaw8HW4Zw6C5evPIqQcVBVUoW8nHGktPUTJN3rp7jsV0H8OguAv5WntjzBSqpRMOhy+FyE+xZm4Tc7fLz5IEvkZ4Ybdg8qw4nTf3b1kS10J0unjj4JRbPn0Ct37BCCJoHdzZMSYQQ9Ae72HK4FaGqTGYWCQjN9mSUFmcWrlC1aozMTTG2MMP+/q2249PeTzL19k9xupYsSCTNgzvWdUjTdIOWrXvwmiW2b7mXhchl+rsP0d42jPMGayRFc9C6Yz81auwefIip6TN0dexaw11deNp2HEAqsHfr44yNvU1raz8DnQcwPMG13PU/j8+9grvmtlv3yYbFzc3t+AL+Np7Y83kq6eQyd27PKu40RWVP2zA7H+5BdeocnT1PSHFSsyyy1SLnI9cwpcWpsSs8f+ghtrX0MXR/B6rDyYXoGCHFgSUlRbPG2YWr1KTJ+akxZhNRhtq72XLPxxCqykRmgYCiIbC5O73E3fwU1xdn2dc3jCIU7t/3Sabe/tl7cieE4NDO55hMqegrHtxN/VsRK8o2uwI8te1hrMEaZWHx+vQxXIpCFbgYHSNVypLMZTkxeomBtk4URWFoi/2mt6rfdazud26HwYO9B7ivfSeKU2f83BR+RaMqJZPpeWayi5RrVd66eo57hnagO5wgJS3Du1BUjQM7nubc+R/j8QXZ2fsQruBqS7Wgv40ndn+eSia9ot95CHav7Xced4AnD3yJzOT11f2ub+sGosmsxh01uC+5/na2DfHsvb9JauoaXX0P3tSsyLZtdeLUDRAqqlZY1y5NKCqqUyXgbOXp+3+d2bNv07f9qTXOCULVECoEHBqfD+9D9LjQNIUtgU4+3rKDslehxRdcZUWg6QYa8MjhzzIl2+jZ8/CamTDYs8ql+BQNfW9iurU0u9hIWU13YSF5sms/A10ptm8ZZCo9z0e33Mt89hKtg/solMuNJAVOl4dqJrVKLqGtNUkTCByGB1F3p18yDxM38ebTdKN+My6HH1DXKbsUiKon0M4XQsO0bT9ITdY40L6DcKyE495ONFXFsuyE0ZrmWNOe69ULIBQFTTfwYvDEvV9m+tRr9O16ct0HwWruPseUDNOz+2bcicYs6/79n6C7FqJ950H0Gwb2pbL6BnleKq9qGk7dqAfCc65bXiBwGl6qmcyKc9fnbukBe6BtK57mEYZ3HyJVzfFE72G2Jk4T3L2LSq2ClPbsE+y3qi+GBtiy/z7KZoUHe/bRF6/hGRzGsiw7/kqdu95AB18IDtO28yBVWeNgnTvnkS5URVnBnXPD3KmqhsPwrHrzXi+xuFAUVKcTF5LPdBykHCjgMQzaPE08H95LzlGkvaWdilnDUJwoQqkHC1zGunwIgaobSCQf6z7EgbSgr62DseQ0H+85QqR4ndaBnRSrFXtwZ/mtae+2x2k1fbiDLQSa+tZWjf2WXs1lV+mxnnOUQODUPatkvFW/uxXuqMF9JQxvAMO71tV8CVJCtVqhXCygCkm1VqVSXhs47EY4dDduf8stvc6EUPAHmhEOHUPTOdy5k7K3045F4vauew1V1fCEbh03xt/eg8N1o2PW+vC0tN9yUFglLwLdadDcZg+Mg6Fu+v3tFEMDeOpvQ0vQ3T6U9o2lIdOcOsHu/g3NFxRVI9Q7tGHXaFVRCTW343Z70HUv93XvoeAKo/uDjU3LJTT1bV2TpPy9ZXfiCbauu869RpYl7jbQgRRFxdMUvuXGlqclfNNB7EbYgcNK5DJpFEWhVMhTq66M3bPcnrrHh9K+Xo7T9eHUHDS3dqE7HLTrLXR4msm7O3G3ttft+JfLOlSVppZODN3A69R5wB0ib7TjampFUZVVZVVFJdjSjsflwfkBchfaMrQhDsAe8Hy+IIbThVN1cKB9O1VfF5ZlofsCq2Twd/SuWiK8Zb0IXIabppYONEVle0s/w/5OyuEduJtabzq+eIJtaCtiAt0Ip8e/oXsR7IlSoLv/VkJuqE/eoeEHbBdes1JGW2UWJvA5u1HqeTQnJ8eRlkUoGKBSqbIYibJr9576RomkWItjydrqi0lJtVR470F2RUyWjaJaLOAwXO/rnA8S7ydLy52AX7S81WKhvla5wbIb5K5WKtqbyu/TLX0JqnCiq7a1iGWanH33LFt6ulFVlYXFRZqaWmgL27HOTVkiX7Uja6/0Qdgo3k8bf1BlVWGsWEJYETdgHZiyjLyZR/INUHA2fCtgxdOpIcbytSxZxcLu+3ZO2I1dYwk300+goq4JUyIwK2WEojRWH+pSYMpyXYb3z93NIIRKwNWHsPOv3tnhB6SUHHvnJAcO7WF+fpGpiVmO3HcA3dDrkVtWuBiu+FYpl8mkk9TKBSzLIpvNYpo1FMUJCAy1ef0bcJ1J1wdyY68z6bgdnWu9ssCGyv+iyi6V/zst+374+EWVXQcry1ZrVYqFHInYIooQpFNpPG73cl31vLJ2urcLuNxeett2LXvfvgfeay3/ZmVvjJkkkSBVLDQUKgghKZQEToeCpporeqjAJZpQxc1nsSuRN+eoylI9aXoVISzKFQFCRXeYDRkEAl34cSq+96jRRsmKU7KSRBNTLKbGaW3qIRzs33CIkOW2WP1wUjHwKOsE/1vrd0ZNFsnLub81d2DfK5LVqSKpR6m9K8IPzM8t8hu/+t/w01e/wze//h+Jx1OcP3eZT3z2IRaSo/S076TFf8PmoxC0hdsxLUlXby/5bJpILMH83Cw9vX131Qx2E/9lQkrJ9NQkigCP14fHF6BYEzS3rt48L5ayvHby24zNnsbpd/Lsoa/Q375/RYkbrQvWwjTtGPGqeutlDylhLnqNxeQYve27aPZ3140XVEqyDRMDBznKpTgXr2eoOOC+AT+qqqNQQ4gb3pRvXP9ZOla/mERQkc1U8aFSgFqCS+MJUjXBPYNuPLqdzF2hvDya3azOFfFhJBBNTvHDN/+YbCVGINTCpx78Z3hdoRVttlx+PVRrZa5NnsBSLYa7Dt8yRMj6EBRKWf7m5H/k+uyZOne/Q3/7vlVllmWWzCQjdPhbGl62kVyCUqXCluabhyi4Ge6Iwb0t3Eo+X0AoJg88uoevf/UvOHTvAD89/i0ypSgDqVGePfw7a554Pr+f69evMzN5HUVAe7iN0dFrSMuio8t+zZWWrPMo6kHF7PABqqpRM2toqoZpmiiqimWaKMpy5DuhCCzLQlXUFWVrdijZpU/LrM8GJEiJUBQs00JVVUyzhqpp1Kr29ezrKA2ZBAKrIZMtg3njday6TNbyLNm6qR7ryVTXwzRXla2ZNTRNw6ytlumm7aQ5MGvVuu51mZbqF3Y72W1YQ9Uc1GrVdWRafjVVFKURKqJWWyGTqmGu1HlNO33Q3C0PNGJJpnrZNdwt1f9+uBPKqjecpXNq1QrTU5NMT0/S39uLWasxOzVOvlDGWLEUKYTtWZwpRugKDZAozjO5eIG+8F47hs/UGeZTo/S0b6cvvHfdmelc5BrvnPseqlvhyLZforN5eNX/y5UC5WoBtxEgmpjiZ8e+RaYcYyF9nWcP/Taq6sDEwMRlD7PSz+//6HV+cvpd/umnX6Aku1GlhkIVBynmFiNMTMyhqSqVShWn00GtVqNaqeJwaOSLRaSU9HZ10d4foKZ6kCiYePnuiYv8wYs/5Lc+8jR7B7eiSh0wcYgMEihGRskn5nCFuvCEB0FKyslpcpEJnN5mvF07bVNFy+Ti6Bt4vT6Mgkomn2E+cY3hziOUqwUujr5J0cqwrfc+WnxdUPcOzxft9I+608vpKz/h5MUfgmH7SAx1HlrVbmOz8xi6k64W2+u9WjO5NDHFcE8nbt22SZ+cu0C2GKUrOECitMTdnjp3p5lPjdHTvoO+8B4q9dysH9n6AP1h28P6SnSCVCrPlqYOO+eromx41XcjafYM4HVAr5f/Synl/yKE6Af+HGgGTgFfllJWhBA68B+AQ0Ac+KyUcuJW18jnC+TzOf7NN/93rl6ao6qaTE3P8szefeTjEQrFMuVqfs3griDwuA1qpqSnu4e56ev0dncyPT3FzOwcumHYA1J9Z7pWqaC73BTyWTzeALlsCp8/SC6TxuXxUi4VcDoNTNOefaiaRrlUwu32kM9l8foD5DIp3F4/hXwWt9tLuWyn3luKTud0OikVC7g9PvLZNG5fgHw2jdcXoJDPYhhuqtWKvT6nKFQrFQyXm2I+h8trn+PzB8ll07g9PkrFAg6njmXWkNju6pVyCcPloZDL4PUHyWZSeH0B8rksLreHygqZLMtEczgpFwu4vT5y9fqXzlkp01Iu2mrVlqmQz+L1BchmltvJ7fVRKuYb7SSlRHM47HbyeG1d/SGymSReX5B8LoPb7WnYcYPANGs4dYNSIY/b61/BQwqPL0Ahn8Op29zd2E7ryWRzV8Tp1Fdw56BcKuJ2e8nnMqu4K+azGG5vvZ3sZBCmaSfJKBXzq7grZNN1mW7FXRaX138L7kyktNAcTirlIobLvp8UAX29vVQrZbwtbRSrkv5w9yqnNiklW/uOoNQks7PnGArtIhQexJ4Vpnn91HfIW0mmEhfoaBpqBK8zzRqpbAShwEJ8nIXoGKpPIZaZpqNpuDFAZHIxXn7rG2RqUQa69zEUPsxw5z7y8SiFQolStYBHDaBSxBALSHTevjbNn732FuVqjbeuXMPj8bKvq4mAoQOSy5Oz/PjUuB32oh7+FiEoFQtUKlUsaTvFDbQt8jvd92JoC5i4mIgm+cMfvMx0Ms3xkTE629rY09lCh9+28RbARA5OjWXZtqXIwVZ7HX22AMcncrQGnex2JXE5nTg9Kg/s/xTnzr9MRYnjC3XS4u8BAbOLI7x15i/BbVGsZnli/68hgCvjRzl67kVUr8IDO38ZXdXZ1/sAidQcycw8skOyci1kMZVGdzjoam0BaUdknViI0NXajFvXkcC2viOoNYvZ2fMMNe0mFB64gbsU03XuJrJRLiyMYlR1+to6yJTyXEtMsTib5iN77+fdmWsc7N2O8kEN7kAZeEJKmRN2ouw3hRA/Av5b4PellH8uhPhj4LeAr9U/k1LKISHE54B/CXz2VhcQAj7zO3upySz7Hw5QKTv5R7/59xibPIZLd/PQoS9j6IG15ymC4W07GBkZYeTKRbb0DZBNJ+jv20KxkMcXCFEsFNA0Oy9lqZDHH2omHlmgraOLxTlJuLOb6IKgqTVMOhHH4/NTqZRBSnTDRTaTJtTcSmxxjraOHiJzktaObmKLc4RawuTSSXTDhZSSarWC2+MjnYzR3NZBdB7aOntYnIO2jm7i0QX8wSZK+TzqkkzFPP5gE4noIq3hukxdPUTmobmtoy6Tj0q5DNgy5TJpgk0txBZFvX5JW0cPscU5mlrayKSTGC430rLWyBSZh/CKc+KReQKhJoqFPKqq2dmACjlbptgire1dLMxadHT3sjA7RWu4g1Qyhsfrp1qp2NYJhotcNkWouY3oArR39TA/Y9Le1U10YY5Qcyu5bAan7oS6lZPb6ycVj9La3snibF3nOUlLexfJeBSfP0CpWLBl0jQK+RyBm3HXEiadtLmrVspYlsRwucmmU4RaWu12WsNdG7lMCqduZ9OpVsq4vUvt1Lk+d4GmukzqcjuFmklEF9bnLhnH4/U12slwuchmUoSaWolH5mlqCZNKxOjsHeDShXO4PD7awlvXzMwURcUVaKIymqN/9yH8rT2AxG0EeOjALzNy6VV2bn+msWxgWSZH332RC2Ovo3oFW7vv5fFdn0ZgMdz7UKP+SrXIa6e/TbIwjyWrzESucmj4o8wtunAbHh46+CkM3bY7t2SNaHYal8PL//m9H5PIFwD40zfe4c8vjPD3Hx7m957ejwoMDA6yU7bZg7tcMo3FnmVXKo1V9L6AE5fhZDo9Tau3ia++9CrXIzEk8P3TZ/nx5Bwf2dnBVz/zIA6HArRStlRqqsH1+RiVynkAijWTmuomli3y4vdfpK+7k4ceP4hDM3C4vZTiC+za8QRqfYmnK7yNI9ufI5WaZv/AUyhCYWbxKsevfJ+qWaKYKzMXu8aBgWd4dfpb7Bt8bDnshxCkslmq1TLVcppqCbILJkopTs7VjVXLEYsvIC0Tv99pc+dvrnN3cDV3+z/NyJVX2bX9WXSHm4VcjKpVYzK2QLlW4ZWRk3Q6fAT8Kqlylp9eOUZPMExHaPWy3c2wkTR7EljKFuCo/0ngCeAL9eN/Cvyv2IP7C/XvAH8J/JEQQshbbBP7/F7+qy/9Q5KxKXKLs8TVDFUrz4Htz7Bw/gSGx3+TNXSBIgRdHR2MFfIkM1mqxSLB5jbKpVK9Eyqoqu3yq6jq6mOKYg/8ioJW/63Wy2BJ+7uysqy6qqymqij1umxPw+VrLderNepQbzjHrtceKNSV9Wt2mRvLSuRaubXVstnXsXW0hEA11VW6rX+OtkJ3ZXX7LMmv1dtCWy5raSrCtKPwqSvKatqKdluSX1MaoZZNU2mcs0om1dZLXaFH43xl5efqttW0ZU5NVUUIuVaPFdwt11HnWkpMdW273Mjdqk91tWzrcbdU1lLtV+nlsraPhMfnJx5b5Pr4OE1tHXR1tN90r6i3fQeOniwOVWc+OsqViaM4XA529DxIaPAjtHXsa6xlS2mRzkaoVIuoVUG+lOLw8NPUCoVVb7+a6mTf4OP0Bgfr/S5LsZzlwPZniFw8uarfJXNZXrl2kvn5IMfHlq13BKDIEq+NnuTxrZ082N9Gsy74WM8MlvCSzjvJ5uwcBdKyyFdzuD0eFKHgc/so1eBnV47jFv381fERe6NQCAQCYVUYi13gu+c6+cKhQSRQNU0EEFBLDGtzCGAGH4tAqVhkQMnhWBihWtiK4lHYt/UJptMqUhFcHT/KTPQKwaY2dg0/QjkSoTlgmwU3BTo53P8MpXSCdC6GVatiGF7uH/44uuFGq5u+ymoaa/FtpscyOIpxLAmXJnSUahHT7aalWiCRvoRnSxjPln7whejt2IGjex3ueh8kVPkIbR37qVo1JlKzSGAuEWMqucipqcv86uB9tPb3cikxxfXYLCfHrvD8oQ9ocK+TqGIvvQwBXwXGgJSUDTvDGWApqlcXMG3fZLImhEhjL93cNGq9QBBuGeDMlZdpdvp57vBv4/T4sCzL9m67xdawBLz+APv2H2RmeppYpIg5O0elmKdctezlAM0eRMulIuWaRSadQapRUpksymKEZCqDiUYum6ZYqVGrVZFS4sgXKOZzVC1BKp1BOCIk01nQoqTS9jmFfBaHs2QP7rUqhVKFXDaNJTRSmSw4IiTTGdCipFMZyjXZWKJQFJVy2ZYpm85gKcsypdJZLBEln81QLFepVatIJE5nXSYpSGWyiMWI/emI1GVSbZkKxYZM+VKZXCaDJRx2/RG7fuGIkE6nqVhQLhXrDwWVUqlIqSrr7RQhudROmQxSddrtVK5h1qp2mAFngWIhT1Uqdr1O+xwRiZJKZahJhWIhj6Nuw1yrVSmUqrZMqpNUJoMSsdtWqhFy6TSlSo1KpWynVlTr3JmSTCaD1FbonMpQQyWfzVAo17mzJE69QGFd7ux2qqFSyOdwOO0ZaK26xF0GS3GQvJG7tM1dpVyyJwqN+0nekrvCSu7yRQr5HDWpkEhnKI+PU61Kgj4PfQMDtzQCkBIUp061Vub1U3/OQmIc1StIFyI82v/Lq7qIqjp49MgXaD4dQooae/Y8j665V3iK2lAUlbbWAU5feZlWPchzh+r9zjRxGN5Gv5NScj0yx1vXL/Hz4wZVa9naR9ZqNIsorf4KX3vzLLvCj+EHpNBxMsd0VOflkQr1DBa4FZOnhnQM3R4sI+kkpyavcuzKDIXqithQloXPTNDly/LtM2e5vy+MsTDPtbfOUM5n6PJeRcY9IKC5LKkkhikWSsyVUigCuuZnaR3qQApQnTqJ9DyvHPszaqKMsihQ0djatL/RFm7Dh8fXyrvXfsrD2z9F1+BBFFW1Y9usaLNKTSNqbqVqXkIJtGIVU9RQUZu81IpphNKE6vGTrAVwVJox6u8piq5TNcu8fnKZu0whyiP9v9ywCNratIWyL4a3vZP5XJTFTIKZWpX+zl4yU6cASBdymNLakJ37hgZ3KaUJ7BdCBIHvAts3ct6tIIT4CvAVgO6eTpxOF08d/lWiF043HA5udGFft57lCunu7qGjs5N8PkciHq2vC3sRikAIBbPmw6nr6A4nhtuNpiq43B5UVUE3XBiGjuZwNmJ7KKqKx+3GqRs4HJpdVlEwDDcOTcNpGBguw86TKCWWZaE5HBiGge5yo6kqhsu+juHy4HBoOJwGplm1MyUJsSyT04muu2yZPLZMhsuNoa+USaKoGm63G4dTx6FpDfkNtweHpqHrBoZh2DHt6zKpqmbLZLjRNLWhh6t+jlPXqXk8tscjtuWGw6mjOx0Ybg+aouDyeFEVgeFyo+vOukw1pLT3Jjwej91OmobL7UUVApfHg0NTceoGLsNVX3OnsQ9gGHqjfRpt6/LgdDhwOHRMy+7silCo3YQ7rcGdgeZwYJmWvTehqrhvyp0Dp2Hgcrlsp7MNc2ev6S9z58WpG++fO4eOpmm0toXxeJbv9VtDEuodQmgqW/uOUMgncegOhjoP421da0nhcQXYs+NJypkkHiNgDx/rOAjp9X4Xu3h2ud8pCs2DOxr9zpKS85NjlMw8qlOAXJFuT5oEtQweXeP8/Ax/duI6v7HHRyztQ1VcFGo5asEOe3AXgppVpFxJgZQ4NCcTmQnSpRyKDkitUa8UEr+aRddMYpUo//rVS3wl7EGUCwSdKm5PEIdigjRxegIE8yqGpSHcbSChXCzV21WhddteLE1hsOcgU7NnaQp00t26HXegdVVb9HbtQol9jKAv3HAg9DSvniXXKlWS0QiFaIRarUrJ24yWi6MxT9nXgpqN4VQiVDq24A35MZrdICHUO4jQNIb77qGQS+AwnAx2HsLbaptVOlSNB3v2c0/TIA63lzemz2AgyJZLFKwapxcuU5Mmb105x3P7H6RpA76Q78taRkqZEkK8CtwPBIUQWn323g3M1ovNAj3AjBBCAwLYG6s31vV14OtgOzEJwHD56y69yy7sNwbXuRWEItAUjUAgSCAQfM8sOTfIc+faa/9dlmVj3m+/aGxytxZLDln7dzxNu9KCoiiEu/fdtLzq1NHqs/WbXU0gNtTvvLrBgOFj35P7EOVlW/NCtcTpsVcRwMPDXprcTqomBOoPrT09foa7lBXXc2ModpwXh6YxE52kT/dw8L5dKHtbGoaJNcvk1PU3gRw7O53sCATo2rWXvQcfQQC6aqIslRYKz5jqslUSAqkXMckjhMDpseV98r4vM360na499+LyL2fTWoIiFNz+5lWtdaPHrMvjZe/eg9R27aubY640Q13+rqoqilNSIQnQcJo8sOMZ2kULqqYR7t67qm4JOOqyHmrbhqdllK27DpGsZNnXNkxbpIKnb5BkPrOh/rERa5lWoFof2F3A09ibpK8Cn8a2mPk14MX6Kd+v/36n/v9XbrXevupaioqvvYcPbni5U4aq248NDyh1p4nb7cS0yd3NIQB/Sxdm+db5dnWvH9373k4/iqria+/mZu2tKgqfOHg/00eLDD/x2Cpzy5lEhIXEcRSlyoFeL5/b1Ydfa0VlY05MwbCkY+EqWx95apUNfrZU4P/47llSZpmhVhe/dqCPJmcAh1hfnxsnsiWrhnnDqKOqDoKtvY38AuvBHWy+ZQJ2RdNw+4PvpRYANVmiYiVXHRNAoKULs1K65bmGQ6cl2IrbMPAqHnp9YdKuHgI9/Qjh2NDE5z3DDwgh9mJvmKqAAvyFlPJ/E0IMYA/sTcAZ4EtSynLddPLPgANAAviclPL6ra6xXviBm0iD29GG8n7N81fYMv9nY5W/iKj/vkm97+1b8sGU/SD1+9vibpDhTuDj/dQLmLJCsRZde7xSRlrWDeE5fnEwq2WS10do2bablQ8BKSWpTJJsZJbwwDZ01YlbaUURG4sRU6xFWbh8gpYdq230JZJ8IU90apTw4DbcDhe6EsQhNuZIVLEyVGTdDmSF01Mln8Xhcr/vWEVL0ISBobx3fmKoc7dOguyNcictc105Nxp+4I6ILbP/wC75jX//f7GlrwdNU4nHktRMk3C4ZWMVSPtmWG9WaEmLaGKKYjVLONSHS9+Y+/J71SulJJlZJJ1fpDnYhc/VsuFlhKXz39+r+foedYVSlkhiArfbT4u/Z5WN9EZkgI3PvJflWC1DzayyEBtHKibtoX4c2saX0mTdq3BjbxW35iOemiVXStAa6sVjBDcsw9L5H8QbSK6QJJqaxu9tosnXuWF392W8t+fkkgzwfrl7b9ys3sY4IW4SeHbDL1o33D91Thvmkh9UvdgyZ3IxEtk5gv4wQU+4Udl7NdvSfWmX3ehb7E10WKfu/xzaBCp+9wDKewzuf7vIRx8w5ucjfOJjv0E6lWZxIco//t3/ka/+4b8jkZ5jZOoYmUJ0VcCdVCFLsVJu/C7WyoxFZ9bUK6XF5NwFvvfz3+elo3/Emxe/g3WLAELFSolUIdf4XZMmVxYn16lXEkvN8P1X/4CX3vkqL5/6OtXazV+Ra5ZJNJtc3iySdob6Sq1664apwzRrTM6dZ3zhLFVzWe9ypcCrx/8Df/36/833j/4+kfTETeuQSBYzCSxrWf/FbIJYLrUhGaSURBKTXJs5Tr60fI5p1jg38govvvL7/ODoH3J+4tVVMUluxI3clW7CHUC2lCdXKjR+V6wqI5GpdWWbi17jez//V7z0zh/xyrv/AdOqrSm3hHKtSiKfbvy2pMXVxclVbbOE98Ndvpjm5be+wUtv/hF/fewPSOUXbyrDerAsk+mFy4zNnaZSXb6f1ucuTiyXXq+aNZBSEolPcm3mBPnS6nPiuRSV2nJb5SoFphILa+oQQjRMH1cinY1ydeoYyfz8ewbFyhWSjEwdI5aeXvGwWKp7ddlCKcO1qRMspsbfs95ypcDo9Enm4iNY0mzonM5F+cHrX+Wlt77KD098lUI5Q91UfQ0saRHJJFY83OB6fJZitbymrJQ2Hyvlmk4tkinl1pRdDxKLuegoo7MnKVXyty4rJZH4xLrcvRfuiMG9ta0Zp+4km8vyT/7h/0QwGGB+YYYfvvl1fnLim7x96a8apAG8OXGW89Njjd/RQpLXR85gWhaWZTUaPV/McPLSD+zQoNJFJD5FrmivgeUKSc6NvMrV6aNUavb618XIdV67crpRb6Fa5OeXj1OqVLCkbNRbMyucuPADHIaGV/WRycSIZ+395HKlyOXrb3Nh/LUGGQvZGH/97huYlq2DJS1evXaSeDZte5He8MCRUtZdwotYlsml8Td56c2v8aPjf8x09HK9lODS2FvE8zOE3C3UihVmY1cbXqmTcxc5M/IToukp23mkVuHFc6+RyC3HAz+3cI3LsxO2TOsMbNVamVIlj2VZLMSv88M3v8bLx/+E06M/brRFJDHJpYk3CPlb0Woas5ERqrUyUkI8NceZqz9lfOFdTMv2sH1j/AwXVnAXySd4feTsGu4ATs5c5vj1S43f6VKWV66cpGqaWHK5bLlS4PiFv8bt9eISHhLJOdL5CGDHZblw7XUuTb7Z6EjXEzO8fOHY8vm1Kj+7epxsqVDnY1mG+WyMH7z7Jma9fcwl7nKZ1dxJybtXf06hlsSvhyjlC8zHR20berPG9emznL32M5LZ+cYEU0pJpVqkXLUD341On+KlN/4NPz7xx4zOn2Jplmlz9zckV8QDf3f+GlfmNshd7DovrcOdJS1+MnKM8chs47yp1AJHxy7U7yNrzcBqmlVK5RymVSOTi/OTY9/iJ8e+yWvnvk3NrKwua9XssmaNQjHDKyf+jJeP/gk/P/vvqdwwGbIsk1I5R82sUioXeOPMd/jxO3/CT05/g0I5c0NZi1IlT7VWplItc/T8i/zo7a/z45P/lnQ+Wm9bk5MXf4hUa/gctpd4JDXRaJuRieOcG3uFTMFeNkkWM3z37GuUq9UGN29eP8tcMramjfPVIt89+yq5kq2DAI5PXWA8MrcuHzbPJcoVm+ep+Yu89MZXefnEn3Bp6o0bmJOruJuPjTW4OzP28ns+6FbijogtU61UKZWKfO/H38Dfv8iFs5cIGt20+vcQUr3k0kmK5RxeV5B0OceJ2Ys4cwb7eodBSK4nZ7g4O06uVGAhG6c72IZHd+FxBXj8wBcZu34cpVDGCrpts0Xg9KWXOXP1pzj8Gk8pv0V/+0HemTnH+OgCj247gMdwMZOOcGVxkoVUHIdTxaFotPmb0FQnDx/4DCMjb1FLJ5FeF06HvX42Nn2Knx39UxSvIFOKcd/2T3Js7gJHxy7yyOBB+sOdRPMprkWnGF2Ywe0yiGfTDLQuJ/+emDvP0Xe/h+JRuHf7C+TyCbZ3HiSeniESH6c/vA8hYPfQI7hwkoxMoGg6QbdttpXORXn5rW9QFlk6woN84v5/yrXENKdmLtNhtPL84YfIlQtcjU2g5h08sHUPl+cn2NM11JAhnY3yyrE/oyBT7Ox/EJfqp7dtK7lEhGRygUqthO5wEW7u49Hdn2Nm5hyOqkANBRFCwbJqvH7y20zFLuMKuPjk/f8dTlczJ+YuYuRc7O0dBpa4u06+VGQ+G2twV6iWODZ7nsxCiXsHd+NQVSZS81yeGyeZy5CrFWhy+Qm6fehON48d/AKjo+8gs3ksvwtNtTf0Llx7nbfP/Sc0n0rVLLO773HemT3HqasjPL7tEC3+IAu5GCORKaZii4SbmqhUq3SH2rCk5NjseY6OXeDhoQP0t3USzSe5FrWzRbkNfZk7ITi441n8mp9sbAahG/hcTYAgmpzi5be+Qc1ZZiaxh4/c8w9QhcZ8dJQ3Tv0FllHjnm0fI5OLsa1zP4nULJH4BNt7HkARCtcSU5yauUKH0WZzVyowEp9Eyzu5f3g3l+cn2dM1uIK7CK8c+38okGJnn83dlvASd/NUayWcDheRfIJTs5dJRLMMtXdTqdW4lpjiwvR1XthfYSw+y3BrD86lHK3VIq8d/zYL2ev0du2gv2U/zb5WvKaTTC5LvpQi6LVDFdfMKm+d/kumYhdpb+9nZ9fDeHQvW0N7SBYTpPMR2oJ9gP0QOH7uB4zOnaS5tZMD/c/gUDS2t+wjVomQyM41ctpa0uLdKz/j4vgb+JqbODL0PJZZZUf4ALHCPLH0NCFPO0JReWDvJxm59halRBTcBu76kuz0whV+8va3wGUSy07x2L5f5dTCZU6MX+Le3t3s3TJEqphhJDZJixaiM9TMTCLC1vYtAJyPjHJy6jI7WwZ5eMc+MuU8I/EpKjmTHd39jC1Os6tzoPH+GktO8zcn/iNVrcj+4aepFisMdewhlZgnGp/CHKg1kmSnslFePfZnFEizs/8hDOFlS3jbKu50x8Zi098RM/discTjL/QxMn6F3YdbefbTO/nvf+93Cfqa8buCPHPw1/HUU58limky5Rwz8QjFSomTU5cpFAp0O91UTZPXr59mMmq/VgohcHtDxAsL6G4PR/Z+Ak89jMHWviNsCW1luOUAHU1D5KtFIvkE8VyGeDbNtdg0k7F5+nQPEsmpucucnxpr1OsyfORqWaqyzD37XqDZt5Q4dztbOw+wxTfMUMchTMtiJrNIsVxiKr5ArJDkzNQVep1eHIrKWGKat66da8wMF+MTvH3+r0jmFoglp5mNXWH34KPkCnEO9j/OgaFnGmuADoeO1B3EsjPs2v4og12HEELgdTexb/gx2vVOdvc9hqY6mMksUjGrjC5MU65VeO3aGZpVg6DmJFHM8NPLxxszkWI5xxtnv8NCcpR0LsLY3Gm2dO5GwUF7sJcn9n0JZ31dXVFUDG+ASHqStnA/B7Y/h0O13a73DD9Gl7ub3V0PE/C0ES+kyZTzTNe5OzF9iWKxzp1V47WxZe4y5TyJUprFVIJsIc+5+VFimSS9ugdTWrwzcY6R+ellnt0BUqU4ikPh3v2fxO+2Td36e/Yz0LqLgdBuett2UTYrzGejZIt55pNxplMLXJmfoE/3oiC4uDjKyeuXG7GCZjKLFMolpmOLRPNJzk5dpdfpQRMKo/Ep3l7Bne50U1Ul6UKEfbueoadtFwgI+TvYPfAQnXo3O3sfRhEqyfQCb7z7F8SzsyTSc0wsnGfnwEPkSxl2dd/LvTtesO3pgenMIpValdGFGZu70TM0qzpBh5NEIcNPLx8jvx532SXu9qCg0RHawhP7v9TYE1nMJyhUi4xH5inXqrw9fg6lZtHudFGsVfj51RMsphKAPQAfO/99xhZOk83HuT53Fr+/hSZfN07NwbMHfxO/x7Ybl1Jy+vLLXJl5h2w+zsT8ORxOnc6WbUhZ5ZkDv27HeamXvTD6Ohcm/oZsPs704iVqskJ/5wFK1RxP7/vyikBnkmuTJzg9+jKZQpy56DWy5QTbttxHvpjgsV2fsSMuirqJp+GlKEsUqmkO7f044dAAAOHmPnb0HqHb3cfW7vsAmErbLv/jkTnSpRxHxy/Q7fBgqBpTmUX+5uppavW4RVPpeaq1GmMLMxRqJd4YfZd2zYVXdbCYi/Gzyyco1d8AsvkEr5/9DtH0FMnMAuPzZ9nWd4RKtcxgeA8P7/lMI0Z9sZTljTPfYSE5Rjob4frcafq69iJQ6Qj18fi+L76v/aw7Yube1BzkH/79v0cxmyC9MMViMEb/thaa3HuIXDyFLxhG1KPrzWQWqVo10oUCM4kIJ6Yvcl/zMJ/t303eKnJhcYxy2mRb5xZURcFt+Hl072fJTI1hSpPR8RNkSlG62oZ5bN9ncDgNPK4mrsYnyVULlKs2wXGZwllS+WzXTnx+HyfPXcKKCx7cuhfDqaNpTh7Y+ynmz7wFmsrE7HkiqQmam7p4aP+nqaSSNAX7iBVSxAopLCkZW5hF92uML8zzQuswbT39fOvCD7lwdZyndxyhPdSM2/CxvfMQMlQhmpwmk43i1N3cM/AsbpcfXV9t9LVj8EG88SoOp5tYcoaJuXPobje7tj7MFq2L9p7DVM0aM5kFBArTsQhzmSgnJy7xa/2HCHaFOLE4wsXZMc5OjPDQ9n1oqoO+tl10+baQWJggUc5QKKc5tP1Z0hPX8PhbVq29toZ6eHjbpxBAoZxjdOoUVYpsad/DI9s+Rah3CE0zmMksNLibTUQ5MXWR+1u28tn+PWTNAhcjY1QzNndz2SilWoV8uchUfIGzsasM6GE+17sbxSE4u3CV6ekoB/u2oakqutPNI/s+Q/TKWSwhGZ88RSI/R7iln0f3fxaqVfzedqbTC6TKWaqmyfXFWVwVB/F4mk+Ht9EUDvPXx14jMpnm8R2HqFIjXlzibgaHT2ViYYEXWrbS1tvPN8+/xMWrkzy18wjtQTt3wP7tTzGVUnA4XSzExplevITHF+DgrmfJTW4j3HEAAF13M9y+n6HQTmKxSQr5FEIRHBl+DqVm4TLsWabN3SJCCKbji8xmopycuMyv9R8k2N3E8cWrde6u8eD2vWiqgy1tu+ny9d3A3XOkJ6/h8dncWdJiKr2AJSWxTIq5ZIxjk+d5vucA9w42MZuPcDkyTvPlIF946BmEUOhoHsSjucktzDFvLpLIzLFz6GFmswr+UHvjYQTQFtrC4YGnKEYjzFfniWdmGO67Bz1eINDc2chKJAQ0B7o40PcYlWSK+fIcsfQ0e/ufRC7ECTZ3NWa1IAj62tjX+zC1dJaF4hzx1AyD2w+yL/wgoebuVeEVFEXlyO7nmTn+NygOJzMLV5iLjxIMtHLfvhcozs/R0rKdbLnAYt52xbm+OEt/TzuXZyb4dMsQbf3b+IvxNzg+domntt9LV3MLc7koQgjGo/PMpBY5O3WNL3XtoLmrj5fnznN2coSRuSn2bBnE4dAZbN9Lf3Ar8cgE2UKBqlXhnm0fpZKI43YHG/JqmpO+8C66/cvcFSsZDm//COnJ0QZ3G8UdMbgLBP3d+/nh61+l2Qjy8X1/H3egBSmlnUt0yQ0aO1P5kLuVQockXc4zm4lwxfJx4MijTJaSSCTlWhWzHh4TQNWcKJqTkYnj/OydP0V1Cy5Me3lu12/RbNgzPEUItvo6aGpxIVSF69FZZBKee/ITZE3bzb5qQqVWw6jnnVRUFdVpsBgb54ev/zGWVsXhcfD4ri/T7bdnCZa0GAx04vRXafYFGIlPMTI/xa/seRCpqdSsGpaUlOqp1XyeZppCW3h74ts8OPQ8XUOHcDgMvL4WuMlmsGa4qVQL/OSdbxFLT6N6BYnsLAdbHwHAlCZhTzPDriChlk6uJ2eYSUZIbHXS1dpOeXLaDqdasdMUOjSdLd37+OHrf8RAYIgH9nwZwxvArFYo6p51t/tV3cCqlDlx/ge8e/UVVK/CtfkTPD38RZR6HlaXw2DY3UKxA1LlHLOZKCMywIEjjzJRitt7DXXuHKrKsKeNtjY/ZbPKdHqBslXl4YefY7Fmr41XzBpVs9aIfa1oGqpDZ3LuAj968+sIXaJ7XTy7+zdp9dZnisBWfxe+oIbbMLiWmGBhLsULz/wKNWlhSpOaZVGuVpGaZDDQhdNfq3M3ydX5KT699wGkqtS5syhVlteabQcgF/liih+/8XWy5TiqR3B4+GPsaDrYKOc2/LSHt/HKsW9ypPdJ+rY9gFN3I73NlFdslJrSpN3TzLArRMjTxfXEDDPJRZJbnXS1hClPTq7hrq/O3WBw2ObOE8CslCk6PSx1Jiklft3DsLsJ2elmMR9nLhNjPJNm257DzKSnAPu+NC0LTVXp697HyxNH0VWLjx76Ct6mNoRQcHkCq/uzEPR27mJ08gRlM86zh34db2sXiqLi9jbdYNQi6Grbyvj0WWLFKZ7Y/2UC7b0oiorX17zGaKitqY+puUtMZ0d4fO8XCXUNoaoaXn8r65nV2DlXXSTT8/zwjX9L2cqjeVQe2vEr9Ad3NNq439+B5cnTGWphJD7J2OIM6p6HUVwGVdMOR1KqlKlZJj2+MAV3nM7mDq4lppiMzlHe9SC6P0BlodrgA8Bweuju2M1P3voae9uP8MjOx3EaXiqmhpVdvQHr0HS2dO3jR2/8EYPBbau5090N7jaKO2JwB3A6XDy2/3MkrpzHHWhpLD009W9rDCSKEBzu2MUebyeq02CqGKNm1ohm0wjdxdGx1yjVKpydHmEyusBwh92hHS43wd4BzFKMoLeVopWkxd9DsKUb3Wkv9ww39dJ38JOYeysUNMGrs0cp5yws3cWZmdMkyhkS0TxnJ67xyM79tjyqRtPAdiqapCXUTSI7TdDdRlOwC3fAXv9u8zTx5b0fo9SXwhEI8rXjf0GhVKSkqiykZplMz5Mu5Hj98ll6W8IoikJP507uXXyKULALRz0JryvUwrrmcVIS6h1ENQzaW/rJ5CLoTp3W4BZ8df0NTef5rY/yZMsO3KFWfjj2FtI0SZSK5GSVUwuXqVkmr54/xYPb9uLWDbzuII/v+SylhXlcviBgh9ENbhla1zTMHWpFWiatZi8ew4+lVAgH+wiEe1AVJwhWcTdZiGGaVSLZNEI3ODp6jpJZ4cyMzd2ejmG2usMgFOJWkfK1MrFCBnQ3x0dPkKsWmZtJcnV2kv39W235nDqhvq1oMk+Tv51sOUqzt5NgUxcul22b3Bto5zcO/BKVbQWk28Wpty+QLeSoOZxcjo6xkI8TSWU5du0iHz/04Cru/s3x71AoFSkrNndT6XlS+RxvXD5Lb2u4MXNtGtiG4jIIt/RRmsvg1j20BHvrjkLLCLf081Dfx/F5QjgN235b9wVX5fu8kbuXRt9EmibxUpGsVefONHnlwkke3L4Xl1PH6w7y2J7PUl5YwOWtc+dw2tzVBwdVUXmk9yD3BLbg9Pg5H7+OtEwiuTSW08k7M+eoWjXeGTnPRw7cT2eoBVXRePjAZ1g4/Q7eUGvDzLOpf/sae2xFKNy//5NMH30Fb1OH3TZS0tS3dVUqOrAfBod3f5SJt1T8Lcuz+mDvEKrTuabs3m2P442X8bd0NfbQAl1bGsm+V5dXaB7cjqVrtIV6WUhcw+dqojnYjbeeACNo+Pjc7ucodsVxhVr45tnvUS6XyUtJJRdjJDFFoVzi1Yun+J2uT/LLO54k37YXT3Mbf37xx9RqVdLVGrFKlvPRUSq1Kj8/f5ID/VtxaBpNgQ4e2fYptIrZSJ7ucLkJdPWtkdfrCfHY7s9SiSyu5q53mbuN4o4Z3IUQ+ANh8sY4K92gl1yHl8uB4Q8B0KWF+XxomLb+3eSqBdwOF7tdTVS7PcwnYwyGu+wIhg4nqsNJhy/EC4/+I6bPvMbWg7+E07naicDhcuPAjWaZfK5tH7Q7QUiqVo09nnayHTWS+QzVWg2HpiEUBVeoBQN4/pHfZfSdHzFw6Ck83tWuzarmwNPUiiUlv9R1kPuqIVp8AcYXZtgV6CLcYiClJFcq4nd70FQHoabuVTbS2jo37hKMgD1wPXrP5+lR2vE1hwn37FnTvp5me7PrvvAO/G3T7B3awUI+Rr+/Hbe7iDvQymI6QV9rB0IoBEKd1OLJxnxBKGszya9sO4AdAw/Q7GgmPTvG4O5nVnkdruSue4m7wb02d04Xu406d6k4g+EudK/94G2xDD7XvAPv1m7KVgVVUdjtbqXYrRLJJDEtC1VRUFQNI9iELpt44dF/zPjxnzJ8+GMYxup7SHMaaE4DU1r8SvsBCu4chtNJvlpkj6+LZHuOQqVEqVrB5dQb3L3QeZAHqk00+wJcn59mV6CbcKsLSZ27uou5K2jz//T9v8G1oz+mbWAnTeFBboSdJLwbq7zsrag6HKiO1Q5AK7m7v30ngbZZ9g7tYD4fY8DfgdtTwhNoYyEVb3AXDHaQiC97R67HnRACd9D2JRkO9fLF4CB9e4+QLGVodgXZpQehs5m5RIz2YDOKEPi8LaRcgVVzyBv76BI87hBuTzMrJyU3K+syfHgDbavMaG92r+lON/5gx6q5zs1yIgshcIXssAYfffh3GHn7h/TsewB/aHU8HkVR8TS3IaXkI50H2JUQ9LSGOR+9xo5AN80hFd3hJJ3P0ewL4G0J26FxO/fR05VlR3cfY+lptga6CPgsgj4fsWya9mATiqIQauoiH51fvp6qobjWDr+KUAiGOkkklt/ebtXvboU7ZnAH6oPl+q9X68Fw6HS6gzQHQhguP5/e8RQJoxtvuBuHy7NmhikE+AOttLQNrhnYV0JTNTo8IRSngdvp4mPDj5Dz9aM4dNxNrWvEs+Pi+Gjr2IrL5b+p+IoQhF1B9EAzLqfOw70HOBLsp9iVJNjTv6qs0+tHu4Ub9HpQFY1w11ZUh/OWjhdBw0e3r4mA24vf5WEo0EXCfYWW4d22PktvSpqGK9j8vuYLQgia2ragFCu3TOlmOHQ6PSFaAiF0l59P73iapN6Dt73H9iBcIb9TddDpCeEJNuHV3Xxy2xOk3FvQA80YvsCaJSIhwOMN0do+hKHfvFOoQqHdE6IsdNxOg6cH7qfgH8AcruILd63iURGCNncIPZC1udtykCOhgXW5W4KmOQl3bcPjvUkuX+yHolwnoNfNYHMXanA3HOgk4b66DncOjODa+Ck3g8fpossTotUXRNMNPrfrWeJ6N8Etw6vvJ2EH09roLNLd3Lphjx13qHXDnqOuYMuaN4BbQQBO3UW4cxsed/CmfAghaHUFkYFm3E6DI527ORDqI9syT1P/1lVexwJoMgJ0+5vwGi726sPsCvaQ8o/TPLQTVji7aU4DwxfakKzvyd0GO+Qd4aF64OAe+eqb33vf5wnArFZtkuuN+J7e3VJSTMZwNbXeqhTSrAECoW7cTbmYjOEKNsGtvBIty06/tqJDv0+P9Fuims8hVAXNuLWbtlmprHrl/SBlkKZJOZu65Q36frgTUM/KpCLehwduMRHdAM92xEahbmCg+FtwV86kcBgulFu8eb1f/KK4s6oVFM3ZGDw+yHviTkEplUD3+W/Nt5RYtRqKYwM8S4lVq6I4fjF9aT0oQsVn9Lxn+IE7YuauKjoBV9/f7uS/RWgNv7v/FxKSyu/qu+2hrmS9Pd5Tjl9wSBLpvf0y+LvuIj7eD35R7fZ3E6bmtuJO6KMfDN57knNHDO5gB8P5O7vWXVbv+8GdIAPcGXJsyrCJG/FfEh93xLKMECILXL3dcnxAaOEWWafuInxY9IAPjy4fFj3gw6PL7dZji5Ry3bXHO2XmfvVm60Z3G4QQJz8MunxY9IAPjy4fFj3gw6PLnazHHRF+YBOb2MQmNvHBYnNw38QmNrGJDyHulMH967dbgA8QHxZdPix6wIdHlw+LHvDh0eWO1eOO2FDdxCY2sYlNfLC4U2bum9jEJjaxiQ8Qt31wF0I8J4S4KoQYFUL83u2W570ghPiWECIihLiw4liTEOKnQohr9c9Q/bgQQvxhXbdzQoiDN6/57xZCiB4hxKtCiEtCiItCiH9SP35X6SKEMIQQx4UQ79b1+Bf14/1CiGN1eb8jhHDWj+v136P1//fdVgVugBBCFUKcEUL8oP77btVjQghxXghxVghxsn7srrq3AIQQQSHEXwohrgghLgsh7r9b9Litg7uwPZe+CnwE2Al8Xgix83bKtAH8e+C5G479HvBzKeUw8PP6b7D1Gq7/fQX42t+RjBtBDfinUsqdwH3A79bb/m7TpQw8IaXcB+wHnhNC3Af8S+D3pZRDQBL4rXr53wKS9eO/Xy93J+GfAJdX/L5b9QB4XEq5f4Wp4N12bwH8AfBjKeV2YB82N3eHHrKeG/R2/AH3Ay+v+P3PgX9+O2XaoNx9wIUVv68CHfXvHdh2+wD/Fvj8euXutD/gReDpu1kXwA2cBu7FdizRbrzPgJeB++vftXo5cbtlr8vTjT1YPAH8ANuh8q7Toy7TBNByw7G76t4CAsD4je16t+hxu5dluoDpFb9n6sfuNoSllEvxPBeAcP37XaFf/ZX+AHCMu1CX+lLGWSAC/BQYA1JSylq9yEpZG3rU/58GNh4+8ReLfw38M2ApK0szd6ceYMfO+okQ4pQQ4iv1Y3fbvdUPRIF/V18q+4YQwsNdosftHtw/dJD2I/uuMUESQniBvwL+aynlqjTzd4suUkpTSrkfe+Z7BNh+eyV6/xBCfByISClP3W5ZPiA8JKU8iL1U8btCiEdW/vMuubc04CDwNSnlASDP8hIMcGfrcbsH91mgZ8Xv7vqxuw2LQogOgPpnpH78jtZPCOHAHtj/Xynlf6ofvit1AZBSpoBXsZcvgkKIpfAaK2Vt6FH/fwCI/91Kui4eBH5JCDEB/Dn20swfcPfpAYCUcrb+GQG+i/3QvdvurRlgRkp5rP77L7EH+7tCj9s9uJ8AhusWAU7gc8D3b7NMfxt8H/i1+vdfw16/Xjr+q/Vd9PuA9IrXudsKIYQAvglcllL+qxX/uqt0EUK0CiGC9e8u7H2Dy9iD/KfrxW7UY0m/TwOv1GdftxVSyn8upeyWUvZh94NXpJRf5C7TA0AI4RFC+Ja+A88AF7jL7i0p5QIwLYTYVj/0JHCJu0WPO2DT4qPACPY66f9wu+XZgLzfBuaBKvaT/bew1zp/DlwDfgY01csKbGugMeA8cPh2y79Cj4ewXyfPAWfrfx+923QB9gJn6npcAP7n+vEB4DgwCvx/gF4/btR/j9b/P3C7dVhHp8eAH9ytetRlfrf+d3GpX99t91Zdtv3Ayfr99T0gdLfosemhuolNbGITH0Lc7mWZTWxiE5vYxC8Am4P7JjaxiU18CLE5uG9iE5vYxIcQm4P7JjaxiU18CLE5uG9iE5vYxIcQm4P7JjaxiU18CLE5uG9iE5vYxIcQm4P7JjaxiU18CPH/Ayt8zsCkikI4AAAAAElFTkSuQmCC", "text/plain": [ @@ -287,30 +292,34 @@ }, "metadata": { "needs_background": "light" - }, - "output_type": "display_data" + } } ], - "source": [ - "env.agents[1].malfunction_handler._set_malfunction_down_counter(100)\n", - "show_agents(env)\n", - "show_env(env_renderer)" - ] + "metadata": {} }, { "cell_type": "code", "execution_count": 23, - "metadata": {}, + "source": [ + "for _ in range(2):\n", + " action_dict = {}\n", + " action_dict[0] = RailEnvActions.MOVE_FORWARD\n", + " action_dict[1] = RailEnvActions.STOP_MOVING\n", + " env.step(action_dict);\n", + " show_agents(env)\n", + "show_env(env_renderer)" + ], "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "0 Position (7, 24) State TrainState.STOPPED\t1 Position (7, 25) State TrainState.MALFUNCTION\t\n", "0 Position (7, 24) State TrainState.STOPPED\t1 Position (7, 25) State TrainState.MALFUNCTION\t\n" ] }, { + "output_type": "display_data", "data": { "image/png": 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", "text/plain": [ @@ -319,50 +328,49 @@ }, "metadata": { "needs_background": "light" - }, - "output_type": "display_data" + } } ], - "source": [ - "for _ in range(2):\n", - " action_dict = {}\n", - " action_dict[0] = RailEnvActions.MOVE_FORWARD\n", - " action_dict[1] = RailEnvActions.STOP_MOVING\n", - " env.step(action_dict);\n", - " show_agents(env)\n", - "show_env(env_renderer)" - ] + "metadata": {} }, { "cell_type": "code", "execution_count": 14, - "metadata": {}, + "source": [ + "show_agents(env)" + ], "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "0 Position (7, 17) State TrainState.MOVING\t1 Position (7, 25) State TrainState.MALFUNCTION\t\n" ] } ], - "source": [ - "show_agents(env)" - ] + "metadata": {} }, { "cell_type": "code", "execution_count": 15, - "metadata": {}, + "source": [ + "action_dict = {}\n", + "action_dict[0] = RailEnvActions.MOVE_FORWARD\n", + "action_dict[1] = RailEnvActions.STOP_MOVING\n", + "env.step(action_dict);\n", + "show_agents(env)\n", + "show_env(env_renderer)" + ], "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "0 Position (7, 18) State TrainState.MOVING\t1 Position (7, 25) State TrainState.MALFUNCTION\t\n" ] }, { + "output_type": "display_data", "data": { "image/png": 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", "text/plain": [ @@ -371,37 +379,14 @@ }, "metadata": { "needs_background": "light" - }, - "output_type": "display_data" + } } ], - "source": [ - "action_dict = {}\n", - "action_dict[0] = RailEnvActions.MOVE_FORWARD\n", - "action_dict[1] = RailEnvActions.STOP_MOVING\n", - "env.step(action_dict);\n", - "show_agents(env)\n", - "show_env(env_renderer)" - ] + "metadata": {} }, { "cell_type": "code", "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "ename": "ImportError", - "evalue": " Schedule Generators is now renamed to line_generators, any reference to schedule should be replaced with line", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mImportError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mflatland\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0menvs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrail_generators\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0msparse_rail_generator\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 11\u001b[0m \u001b[0;31m#from flatland.envs.sparse_rail_gen import SparseRailGen\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 12\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mflatland\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0menvs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mschedule_generators\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0msparse_schedule_generator\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 13\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 14\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/aicrowd/flatland/flatland-master/flatland/flatland/envs/schedule_generators.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mImportError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\" Schedule Generators is now renamed to line_generators, any reference to schedule should be replaced with line\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;31mImportError\u001b[0m: Schedule Generators is now renamed to line_generators, any reference to schedule should be replaced with line" - ] - } - ], "source": [ "import numpy as np\n", "import os\n", @@ -463,21 +448,53 @@ " env.reset()\n", "\n", " return env" - ] + ], + "outputs": [ + { + "output_type": "error", + "ename": "ImportError", + "evalue": " Schedule Generators is now renamed to line_generators, any reference to schedule should be replaced with line", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mImportError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mflatland\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0menvs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrail_generators\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0msparse_rail_generator\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 11\u001b[0m \u001b[0;31m#from flatland.envs.sparse_rail_gen import SparseRailGen\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 12\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mflatland\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0menvs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mschedule_generators\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0msparse_schedule_generator\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 13\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 14\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/aicrowd/flatland/flatland-master/flatland/flatland/envs/schedule_generators.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mImportError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\" Schedule Generators is now renamed to line_generators, any reference to schedule should be replaced with line\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mImportError\u001b[0m: Schedule Generators is now renamed to line_generators, any reference to schedule should be replaced with line" + ] + } + ], + "metadata": {} }, { "cell_type": "code", "execution_count": null, - "metadata": {}, + "source": [ + "env = get_small_two_agent_env()\n", + "\n", + "env_renderer = RenderTool(env,\n", + " agent_render_variant=AgentRenderVariant.ONE_STEP_BEHIND,\n", + " show_debug=False,\n", + " screen_height=600, # Adjust these parameters to fit your resolution\n", + " screen_width=800)\n", + "\n", + "i_agent = 1\n", + "ed = env.agents[i_agent].earliest_departure\n", + "for _ in range(ed):\n", + " env.step({i_agent: RailEnvActions.DO_NOTHING})\n", + "\n", + "show_agents(env)\n", + "show_env(env_renderer)" + ], "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "0 Position None State TrainState.WAITING\t1 Position None State TrainState.READY_TO_DEPART\t\n" ] }, { + "output_type": "display_data", "data": { "image/png": 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", "text/plain": [ @@ -486,41 +503,31 @@ }, "metadata": { "needs_background": "light" - }, - "output_type": "display_data" + } } ], - "source": [ - "env = get_small_two_agent_env()\n", - "\n", - "env_renderer = RenderTool(env,\n", - " agent_render_variant=AgentRenderVariant.ONE_STEP_BEHIND,\n", - " show_debug=False,\n", - " screen_height=600, # Adjust these parameters to fit your resolution\n", - " screen_width=800)\n", - "\n", - "i_agent = 1\n", - "ed = env.agents[i_agent].earliest_departure\n", - "for _ in range(ed):\n", - " env.step({i_agent: RailEnvActions.DO_NOTHING})\n", - "\n", - "show_agents(env)\n", - "show_env(env_renderer)" - ] + "metadata": {} }, { "cell_type": "code", "execution_count": null, - "metadata": {}, + "source": [ + "for _ in range(50):\n", + " env.step({i_agent: RailEnvActions.MOVE_FORWARD})\n", + "\n", + "show_agents(env)\n", + "show_env(env_renderer)" + ], "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "0 Position None State TrainState.READY_TO_DEPART\t1 Position (8, 7) State TrainState.MOVING\t\n" ] }, { + "output_type": "display_data", "data": { "image/png": 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", "text/plain": [ @@ -529,31 +536,28 @@ }, "metadata": { "needs_background": "light" - }, - "output_type": "display_data" + } } ], - "source": [ - "for _ in range(50):\n", - " env.step({i_agent: RailEnvActions.MOVE_FORWARD})\n", - "\n", - "show_agents(env)\n", - "show_env(env_renderer)" - ] + "metadata": {} }, { "cell_type": "code", "execution_count": null, - "metadata": {}, + "source": [ + "show_agents(env)\n", + "show_env(env_renderer)\n" + ], "outputs": [ { - "name": "stdout", "output_type": "stream", + "name": "stdout", "text": [ "0 Position None State TrainState.READY_TO_DEPART\t1 Position (8, 7) State TrainState.MOVING\t\n" ] }, { + "output_type": "display_data", "data": { "image/png": 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", "text/plain": [ @@ -562,38 +566,34 @@ }, "metadata": { "needs_background": "light" - }, - "output_type": "display_data" + } } ], - "source": [ - "show_agents(env)\n", - "show_env(env_renderer)\n" - ] + "metadata": {} } ], "metadata": { - "interpreter": { - "hash": "9a07562188f7d8f0ceaad4e031f944a34d489da70fc36e870e4024aa27418e53" - }, - "kernelspec": { - "display_name": "Python 3.6.13 64-bit ('flatland': conda)", - "name": "python3" - }, + "orig_nbformat": 4, "language_info": { + "name": "python", + "version": "3.6.13", + "mimetype": "text/x-python", "codemirror_mode": { "name": "ipython", "version": 3 }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.13" + "nbconvert_exporter": "python", + "file_extension": ".py" + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3.6.13 64-bit ('flatland': conda)" }, - "orig_nbformat": 4 + "interpreter": { + "hash": "9a07562188f7d8f0ceaad4e031f944a34d489da70fc36e870e4024aa27418e53" + } }, "nbformat": 4, "nbformat_minor": 2 -} +} \ No newline at end of file diff --git a/notebooks/simple_rendering_demo.ipynb b/notebooks/simple_rendering_demo.ipynb index 7407bb3c..48d365af 100644 --- a/notebooks/simple_rendering_demo.ipynb +++ b/notebooks/simple_rendering_demo.ipynb @@ -210,7 +210,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.5" + "version": "3.7.16" }, "latex_envs": { "LaTeX_envs_menu_present": true, @@ -286,5 +286,5 @@ } }, "nbformat": 4, - "nbformat_minor": 4 + "nbformat_minor": 2 }