From 3373851ff2134d130cbcc53129137bd0cc759fb1 Mon Sep 17 00:00:00 2001 From: Dennis Herb Date: Wed, 31 Jul 2024 16:21:28 +0200 Subject: [PATCH] Added a new tutorial notebook, improved the readme file --- .../{coverage.yml => code-quality.yml} | 18 +- .github/workflows/code_quality.yml | 69 - .github/workflows/jekyll-gh-pages.yml | 5 +- .../{publish.yml => pypi-upload.yml} | 0 README.md | 58 +- docs/tutorials/0_Paper.ipynb | 833 +++ docs/tutorials/1_Plotting_Routines.ipynb | 370 -- .../{0_TB_Models.ipynb => 1_TB_Models.ipynb} | 67 +- docs/tutorials/2_Data_Visualization.ipynb | 377 ++ docs/tutorials/2_Open_System.ipynb | 714 --- docs/tutorials/3_DNA_environment.ipynb | 739 +++ docs/tutorials/3_Paper.ipynb | 868 --- docs/tutorials/4_Parallelization.ipynb | 250 + .../4_Parallelized_Calculations.ipynb | 250 + docs/tutorials/Exploration_Notebook.ipynb | 8 +- installation.md | 66 +- qDNA/data/figures/doc_paper/Fig_3.pdf | Bin 20012 -> 136503 bytes qDNA/data/figures/doc_paper/Fig_3a.pdf | Bin 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.../dipole_moment_(0, 1)_version_0.json | 1 + .../dipole_moment_(0, 2)_version_0.json | 1 + .../dipole_moment_(1, 0)_version_0.json | 1 + .../dipole_moment_(1, 1)_version_0.json | 1 + .../dipole_moment_(1, 2)_version_0.json | 1 + .../exciton_transfer_(0, 0)_version_0.json | 1 + .../exciton_transfer_(0, 1)_version_0.json | 1 + .../exciton_transfer_(0, 2)_version_0.json | 1 + .../exciton_transfer_(1, 0)_version_0.json | 1 + .../exciton_transfer_(1, 1)_version_0.json | 1 + .../exciton_transfer_(1, 2)_version_0.json | 1 + .../{ => calc_results}/dipole_3bp_J0.5.json | 0 .../{ => calc_results}/dipole_3bp_J0.json | 0 .../{ => calc_results}/dipole_3bp_J1.json | 0 .../{ => calc_results}/dipole_4bp_J0.5.json | 0 .../{ => calc_results}/dipole_4bp_J0.json | 0 .../{ => calc_results}/dipole_4bp_J1.json | 0 .../{ => calc_results}/dipole_5bp_J0.5.json | 0 .../{ => calc_results}/dipole_5bp_J0.json | 0 .../{ => calc_results}/lifetime_3bp_J0.5.json | 0 .../{ => calc_results}/lifetime_3bp_J0.json | 0 .../{ => calc_results}/lifetime_3bp_J1.json | 0 .../{ => calc_results}/lifetime_4bp_J0.5.json | 0 .../{ => calc_results}/lifetime_4bp_J0.json | 0 .../{ => calc_results}/lifetime_4bp_J1.json | 0 .../{ => calc_results}/lifetime_5bp_J0.5.json | 0 .../{ => calc_results}/lifetime_5bp_J0.json | 0 qDNA/data/processed/dipole_moment_test.json | 1 + qDNA/data/processed/dipole_test.json | 1 + .../data/processed/exciton_transfer_test.json | 1 + qDNA/data/processed/lifetime_test.json | 1 + qDNA/evaluation/__init__.py | 1 + qDNA/evaluation/dipole.py | 105 +- qDNA/evaluation/exciton_transfer.py | 121 + qDNA/evaluation/lifetime.py | 3 +- qDNA/gui/plot_options_frame.py | 37 +- qDNA/plotting/__init__.py | 21 +- qDNA/plotting/plot_dna_base_frequency.py | 11 +- qDNA/utils/unit_converter.py | 19 +- 72 files changed, 8131 insertions(+), 2130 deletions(-) rename .github/workflows/{coverage.yml => code-quality.yml} (58%) delete mode 100644 .github/workflows/code_quality.yml rename .github/workflows/{publish.yml => pypi-upload.yml} (100%) create mode 100644 docs/tutorials/0_Paper.ipynb delete mode 100644 docs/tutorials/1_Plotting_Routines.ipynb rename docs/tutorials/{0_TB_Models.ipynb => 1_TB_Models.ipynb} (71%) create mode 100644 docs/tutorials/2_Data_Visualization.ipynb delete mode 100644 docs/tutorials/2_Open_System.ipynb create mode 100644 docs/tutorials/3_DNA_environment.ipynb delete mode 100644 docs/tutorials/3_Paper.ipynb create mode 100644 docs/tutorials/4_Parallelization.ipynb create mode 100644 docs/tutorials/4_Parallelized_Calculations.ipynb create mode 100644 qDNA/data/processed/ELM_3bp/dipole_moment_(0, 0)_version_0.json create mode 100644 qDNA/data/processed/ELM_3bp/dipole_moment_(0, 1)_version_0.json create mode 100644 qDNA/data/processed/ELM_3bp/dipole_moment_(0, 2)_version_0.json create mode 100644 qDNA/data/processed/ELM_3bp/dipole_moment_(1, 0)_version_0.json create mode 100644 qDNA/data/processed/ELM_3bp/dipole_moment_(1, 1)_version_0.json create mode 100644 qDNA/data/processed/ELM_3bp/dipole_moment_(1, 2)_version_0.json create mode 100644 qDNA/data/processed/ELM_3bp/exciton_transfer_(0, 0)_version_0.json create mode 100644 qDNA/data/processed/ELM_3bp/exciton_transfer_(0, 1)_version_0.json create mode 100644 qDNA/data/processed/ELM_3bp/exciton_transfer_(0, 2)_version_0.json create mode 100644 qDNA/data/processed/ELM_3bp/exciton_transfer_(1, 0)_version_0.json create mode 100644 qDNA/data/processed/ELM_3bp/exciton_transfer_(1, 1)_version_0.json create mode 100644 qDNA/data/processed/ELM_3bp/exciton_transfer_(1, 2)_version_0.json rename qDNA/data/processed/{ => calc_results}/dipole_3bp_J0.5.json (100%) rename qDNA/data/processed/{ => calc_results}/dipole_3bp_J0.json (100%) rename qDNA/data/processed/{ => calc_results}/dipole_3bp_J1.json (100%) rename qDNA/data/processed/{ => calc_results}/dipole_4bp_J0.5.json (100%) rename qDNA/data/processed/{ => calc_results}/dipole_4bp_J0.json (100%) rename qDNA/data/processed/{ => calc_results}/dipole_4bp_J1.json (100%) rename qDNA/data/processed/{ => calc_results}/dipole_5bp_J0.5.json (100%) rename qDNA/data/processed/{ => calc_results}/dipole_5bp_J0.json (100%) rename qDNA/data/processed/{ => calc_results}/lifetime_3bp_J0.5.json (100%) rename qDNA/data/processed/{ => calc_results}/lifetime_3bp_J0.json (100%) rename qDNA/data/processed/{ => calc_results}/lifetime_3bp_J1.json (100%) rename qDNA/data/processed/{ => calc_results}/lifetime_4bp_J0.5.json (100%) rename qDNA/data/processed/{ => calc_results}/lifetime_4bp_J0.json (100%) rename qDNA/data/processed/{ => calc_results}/lifetime_4bp_J1.json (100%) rename qDNA/data/processed/{ => calc_results}/lifetime_5bp_J0.5.json (100%) rename qDNA/data/processed/{ => calc_results}/lifetime_5bp_J0.json (100%) create mode 100644 qDNA/data/processed/dipole_moment_test.json create mode 100644 qDNA/data/processed/dipole_test.json create mode 100644 qDNA/data/processed/exciton_transfer_test.json create mode 100644 qDNA/data/processed/lifetime_test.json create mode 100644 qDNA/evaluation/exciton_transfer.py diff --git a/.github/workflows/coverage.yml b/.github/workflows/code-quality.yml similarity index 58% rename from .github/workflows/coverage.yml rename to .github/workflows/code-quality.yml index 6396f52..d24ac99 100644 --- a/.github/workflows/coverage.yml +++ b/.github/workflows/code-quality.yml @@ -1,4 +1,4 @@ -name: Coverage with coveralls +name: Code quality on: [push, pull_request] @@ -13,13 +13,25 @@ jobs: - name: Set up Python uses: actions/setup-python@v4 with: - python-version: '3.9' + python-version: '3.x' - name: Install dependencies run: | python -m pip install --upgrade pip pip install -r configs/requirements.txt - pip install coverage pytest coveralls + pip install -r configs/dev-requirements.txt + + - name: Run black + continue-on-error: true + run: black --check . + + - name: Run lint with pylint + continue-on-error: true + run: | + find qDNA tools -type f -name "*.py" ! -name "__init__.py" | xargs pylint + + - name: Run tests with pytest + run: python -m pytest - name: Run tests with coverage run: | diff --git a/.github/workflows/code_quality.yml b/.github/workflows/code_quality.yml deleted file mode 100644 index b8c3594..0000000 --- a/.github/workflows/code_quality.yml +++ /dev/null @@ -1,69 +0,0 @@ -name: Code Quality with pylint, pytest, black - -on: [push, pull_request] - -jobs: - pylint: - runs-on: ubuntu-latest - - steps: - - name: Check out code - uses: actions/checkout@v3 - - - name: Set up Python - uses: actions/setup-python@v4 - with: - python-version: '3.9' - - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install -r configs/requirements.txt - pip install pylint - - - name: Run pylint - continue-on-error: true - run: | - find qDNA tools -type f -name "*.py" ! -name "__init__.py" | xargs pylint - - pytest: - runs-on: ubuntu-latest - - steps: - - name: Check out code - uses: actions/checkout@v3 - - - name: Set up Python - uses: actions/setup-python@v4 - with: - python-version: '3.9' - - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install -r configs/requirements.txt - pip install pytest - - - name: Run tests with pytest - run: python -m pytest - - black: - runs-on: ubuntu-latest - - steps: - - name: Check out code - uses: actions/checkout@v3 - - - name: Set up Python - uses: actions/setup-python@v4 - with: - python-version: '3.9' - - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install black - - - name: Run black - continue-on-error: true - run: black --check . diff --git a/.github/workflows/jekyll-gh-pages.yml b/.github/workflows/jekyll-gh-pages.yml index e31d81c..aad4535 100644 --- a/.github/workflows/jekyll-gh-pages.yml +++ b/.github/workflows/jekyll-gh-pages.yml @@ -2,9 +2,8 @@ name: Deploy Jekyll with GitHub Pages dependencies preinstalled on: - # Runs on pushes targeting the default branch - push: - branches: ["main"] + release: + types: [created] # Allows you to run this workflow manually from the Actions tab workflow_dispatch: diff --git a/.github/workflows/publish.yml b/.github/workflows/pypi-upload.yml similarity index 100% rename from .github/workflows/publish.yml rename to .github/workflows/pypi-upload.yml diff --git a/README.md b/README.md index adf1e40..7fe488e 100644 --- a/README.md +++ b/README.md @@ -18,11 +18,17 @@ Coverage Status + + GitHub Workflow Status + + Code Style: black

--- -# QuantumDNA +# QuantumDNA **Author: [Dennis Herb](https://github.com/dehe1011)** @@ -57,7 +63,9 @@ Welcome to QuantumDNA, a powerful and flexible tool designed to calculate lifeti For a quick installation, you can install the `qDNA` package using pip within a virtual environment: -```pip install qDNA``` +```bash +pip install qDNA +``` To ensure compatibility and avoid conflicts with other packages, we recommend using a virtual environment. For detailed installation instructions and alternative methods, please refer to the [Installation Guide](installation.md). @@ -92,14 +100,20 @@ The documentation for the [latest release](https://quantumdna.readthedocs.io/en/ The code contains some tutorials and demonstrations to better understand and explore the functionalities. -In the `QuantumDNA/docs/tutorials` folder you can find the notebook **3_Paper.ipynb** that contains and reproduces all the figures contained in [D. Herb, M. Rossini and J. Ankerhold, Ultrafast excitonic dynamics in DNA: Bridging correlated quantum dynamics and sequence dependence.](https://arxiv.org/abs/2402.16892) +In the [`docs/tutorials`](docs/tutorials) folder you can find the notebook **0_Paper.ipynb** that contains and reproduces all the figures contained in [D. Herb, M. Rossini and J. Ankerhold, Ultrafast excitonic dynamics in DNA: Bridging correlated quantum dynamics and sequence dependence.](https://arxiv.org/abs/2402.16892) Additionally, the `QuantumDNA/docs/tutorials` folder contains the following tutorials: -* **0_TB_Model.ipynb**: tutorials on predefined and custom tight-binding models. -* **1_Plotting_Routines.ipynb**: tutorial on the predefined plotting routines. -* **2_Open_System.ipynb**: tutorial on different ways to treat DNA relaxation in the DNA environment. -* **Exploration_Notebook.ipynb**: A place to test the functionality of individual functions isolated from the rest of the code. +# QuantumDNA Tutorials + +| Tutorial Name | Description | +|------------------------------------------------------------------------------------------------|----------------------------------------------------------------------| +| [**1_TB_Model**](docs/tutorials/1_TB_Model.ipynb) | Tutorials on predefined and custom tight-binding models. | +| [**2_Data_Visualization**](docs/tutorials/2_Data_Visualization.ipynb) | Tutorial on the predefined plotting routines. | +| [**3_DNA_environment**](docs/tutorials/3_DNA_environment.ipynb) | Tutorial on different ways to treat DNA relaxation and the DNA environment. | +| [**4_Parallelized_Calculations**](docs/tutorials/4_Parallelized_Calculations.ipynb) | Tutorial on how to perform parallelized calculations for several properties. | +| [**Exploration_Notebook**](docs/tutorials/Exploration_Notebook.ipynb) | A place to test the functionality of individual functions isolated from the rest of the code. | + These tutorials provide hands-on examples and explanations to help you effectively use the `qDNA` package. @@ -118,7 +132,7 @@ app.mainloop() The GUI allows you to easily explore and utilize the capabilities of the `qDNA` package. Below are some examples demonstrating its use: -* **Menu Window:** Access various functionalities from a centralized menu.* +* **Menu Window:** Access various functionalities from a centralized menu. ![](docs/figures/user_interface_figures/menu_1.png) > _Screenshot of the menu of the user interface._ @@ -140,20 +154,20 @@ The GUI streamlines the process of working with `qDNA`, making it accessible eve To enhance the readability and maintainability of the code, we have standardized a set of frequently used shortcuts. These abbreviations help keep the code concise while still being clear and understandable: -* ham: hamiltonian -* dm: density matrix -* tb: tight-binding -* eigv: eigenvalue/ eigenenergy -* eigs: eigenstates/ eigenvectors -* dim: dimension -* fig: figure -* op: operator -* loc: local -* glob: global -* deph: dephasing -* therm: thermalizing -* seq: sequence -* calc: calculate +* ```ham```: hamiltonian +* ```dm```: density matrix +* ```tb```: tight-binding +* ```eigv```: eigenvalue/ eigenenergy +* ```eigs```: eigenstates/ eigenvectors +* ```dim```: dimension +* ```fig```: figure +* ```op```: operator +* ```loc```: local +* ```glob```: global +* ```deph```: dephasing +* ```therm```: thermalizing +* ```seq```: sequence +* ```calc```: calculate ## References diff --git a/docs/tutorials/0_Paper.ipynb b/docs/tutorials/0_Paper.ipynb new file mode 100644 index 0000000..1b28c13 --- /dev/null +++ b/docs/tutorials/0_Paper.ipynb @@ -0,0 +1,833 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "fdfcca0d-a3ed-4a2a-b772-3e445dc83faf", + "metadata": {}, + "source": [ + "# Ultrafast excitonic dynamics in DNA: Bridging correlated quantum dynamics and sequence dependence" + ] + }, + { + "cell_type": "markdown", + "id": "22fe9e42-a605-4fce-82b4-31a3efd8fde2", + "metadata": {}, + "source": [ + "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dehe1011/QuantumDNA/blob/main/docs/tutorials/3_Paper.ipynb)\n", + "\n", + "This notebook reproduces the plots contained in the article [D. Herb, M. Rossini, J. Ankerhold, PRE 109, 064413 (2024)](https://doi.org/10.1103/PhysRevE.109.064413)." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "03930215-8844-4878-98f0-cbac38fbbbb9", + "metadata": {}, + "outputs": [], + "source": [ + "# %pip install qDNA\n", + "# from qDNA import ROOT_DIR\n", + "\n", + "# This can be used alternatively if you cloned the GitHub repository\n", + "import os\n", + "ROOT_DIR = os.getcwd()[:os.getcwd().rfind('QuantumDNA')]+ 'QuantumDNA'\n", + "os.chdir(ROOT_DIR)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "78711552", + "metadata": {}, + "outputs": [], + "source": [ + "# change this to True if you want to save the figures you create in this notebook \n", + "import os\n", + "save = False\n", + "if save:\n", + " SAVE_DIR = os.path.join(ROOT_DIR, 'qDNA', 'data', 'figures', 'my_figures')\n", + " os.makedirs(SAVE_DIR, exist_ok=True)\n", + "\n", + "DATA_DIR = os.path.join(ROOT_DIR, \"qDNA\", \"data\", \"processed\", \"doc_paper\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "4115c17a-a794-4831-a19f-2dc10df39399", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np" + ] + }, + { + "cell_type": "markdown", + "id": "dbbd7cc4-b79c-481e-a20c-59231fcf288f", + "metadata": {}, + "source": [ + "# Main body" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "50577b3b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": { + "image/png": { + "width": 1000 + } + }, + "output_type": "execute_result" + } + ], + "source": [ + "from IPython.display import Image\n", + "Image(filename=os.path.join(ROOT_DIR, 'qDNA', 'data', 'figures', 'doc_paper','Fig_1.png'), width=1000)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "689d1a67", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": { + "image/png": { + "width": 600 + } + }, + "output_type": "execute_result" + } + ], + "source": [ + "from IPython.display import Image\n", + "Image(filename=os.path.join(ROOT_DIR, 'qDNA', 'data', 'figures', 'doc_paper','Fig_2.png'), width=600)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "93d0879d-9fce-465f-87aa-0cd256f19f4c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "from qDNA.tools import save_figure\n", + "from qDNA import my_load\n", + "plt.rcParams[\"xtick.labelsize\"] = 15\n", + "\n", + "# parameters\n", + "dipole_dict = my_load('dipole_7bp_J0', directory = DATA_DIR)\n", + "lifetime_dict = my_load('lifetime_7bp_J0', directory = DATA_DIR) \n", + "# the lifetimes are usually given in femtoseconds \n", + "top_num = 30\n", + "\n", + "dna_seqs_lifetime = list(lifetime_dict.keys())[:top_num]\n", + "lifetimes = np.array(list(lifetime_dict.values()))[:top_num]/1000\n", + "dna_seqs_dipole = list(dipole_dict.keys())[:top_num]\n", + "dipoles = list(dipole_dict.values())[:top_num]\n", + "\n", + "# plotting\n", + "fig, ax = plt.subplots(1, 2, figsize= (20,5) )\n", + "\n", + "ax[0].plot(dna_seqs_lifetime, lifetimes, 'o--')\n", + "ax[0].set_ylabel(r'Exciton lifetime [ps]')\n", + "ax[0].set_xticks(dna_seqs_lifetime)\n", + "ax[0].set_xticklabels(labels = dna_seqs_lifetime, rotation=90)\n", + "\n", + "ax[1].plot(dna_seqs_dipole, dipoles, 'o--')\n", + "ax[1].set_ylabel(r'Average charge separation [$\\AA$]') \n", + "ax[1].set_xticks(dna_seqs_dipole)\n", + "ax[1].set_xticklabels(labels = dna_seqs_dipole, rotation=90)\n", + "\n", + "if save:\n", + " save_figure(fig, 'Fig_3', SAVE_DIR)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "2c638d79-f1f3-4d0f-bf2a-2d0391d35b29", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "from qDNA.tools import save_figure, sorted_dict\n", + "from qDNA import my_load\n", + "plt.rcParams[\"xtick.labelsize\"] = 15\n", + "\n", + "# parameters\n", + "lifetime_dict = sorted_dict( my_load('lifetime_7bp_J0', directory = DATA_DIR) )\n", + "top_num = 30\n", + "\n", + "dna_seqs = list(lifetime_dict.keys())[:top_num]\n", + "lifetimes = np.array(list(lifetime_dict.values()))[:top_num]/1000\n", + "\n", + "# plotting\n", + "fig, ax = plt.subplots(figsize=(10,5))\n", + "ax.plot(dna_seqs, lifetimes, 'o--')\n", + "ax.set_ylabel(r'Exciton lifetime [ps]')\n", + "ax.set_xticks(dna_seqs)\n", + "ax.set_xticklabels(labels = dna_seqs, rotation=90)\n", + "\n", + "if save:\n", + " save_figure(fig, 'Fig_3a', SAVE_DIR, format='pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "f0250cc8-4232-48fa-9ca4-ec6470e6adbd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "from qDNA.tools import save_figure, sorted_dict\n", + "from qDNA import my_load\n", + "plt.rcParams[\"xtick.labelsize\"] = 15\n", + "\n", + "# parameters\n", + "dipole_dict = sorted_dict( my_load('dipole_7bp_J0', directory = DATA_DIR) )\n", + "top_num = 30\n", + "\n", + "dna_seqs = list(dipole_dict.keys())[:top_num]\n", + "dipoles = list(dipole_dict.values())[:top_num]\n", + "\n", + "# plotting\n", + "fig, ax = plt.subplots(figsize=(10,5))\n", + "ax.plot(dna_seqs, dipoles, 'o--')\n", + "ax.set_ylabel(r'Average charge separation [$\\AA$]') \n", + "ax.set_xticks(dna_seqs)\n", + "ax.set_xticklabels(labels = dna_seqs, rotation=90)\n", + "\n", + "if save:\n", + " save_figure(fig, 'Fig_3b', SAVE_DIR, format='pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "36ee0704-02b0-4bbc-96c3-777bb9b6df90", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from qDNA.tools import save_figure\n", + "from qDNA import my_load, plot_dna_base_frequency\n", + "\n", + "# dipole_dict = my_load('dipole_7bp_J0', directory = ROOT_DIR+'/docs/data/')\n", + "lifetime_dict = my_load('lifetime_7bp_J0', directory = DATA_DIR)\n", + "\n", + "# plotting\n", + "plot_dna_base_frequency(lifetime_dict)\n", + "\n", + "if save:\n", + " save_figure(fig, 'Fig_4', SAVE_DIR, format='pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "5b75e09e-9b46-4a4e-a4fe-6df3157fec17", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from qDNA.tools import save_figure\n", + "from qDNA import DNA_Seq, TB_Ham, plot_average_pop\n", + "plt.rcParams[\"xtick.labelsize\"] = 20\n", + "\n", + "# parameters\n", + "kwargs = dict(source = 'Simserides2014')\n", + "upper_strand, tb_model_name= 'GCGCGC', 'WM'\n", + "J_list, J_unit = np.linspace(0, 100, 100), 'meV'\n", + "\n", + "dna_seq = DNA_Seq(upper_strand, tb_model_name)\n", + "tb_ham = TB_Ham(dna_seq, **kwargs)\n", + "\n", + "# plotting\n", + "fig, ax = plt.subplots(1, 3, figsize=(20, 5))\n", + "plot_average_pop(ax, tb_ham, J_list, J_unit)\n", + "\n", + "if save:\n", + " save_figure(fig, 'Fig_5a', SAVE_DIR, format='pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "c5b83bf0-90b2-4fd5-a220-a89e3e71f1d9", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from qDNA.tools import save_figure\n", + "from qDNA import DNA_Seq, TB_Ham, plot_average_pop\n", + "plt.rcParams[\"xtick.labelsize\"] = 20\n", + "\n", + "# parameters\n", + "kwargs = dict(source = 'Simserides2014')\n", + "upper_strand, tb_model_name= 'GCGCG', 'WM'\n", + "J_list, J_unit = np.linspace(0, 100, 100), 'meV'\n", + "\n", + "dna_seq = DNA_Seq(upper_strand, tb_model_name)\n", + "tb_ham = TB_Ham(dna_seq, **kwargs)\n", + "\n", + "# plotting\n", + "fig, ax = plt.subplots(1, 3, figsize=(20, 5))\n", + "plot_average_pop(ax, tb_ham, J_list, J_unit)\n", + "\n", + "if save: \n", + " save_figure(fig, 'Fig_5b', SAVE_DIR, format='pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "0f5f9b2f-3889-4bfa-8fd5-00c49e08d915", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "from qDNA.tools import my_load, save_figure\n", + "plt.rcParams[\"xtick.labelsize\"] = 15\n", + "\n", + "# parameters\n", + "top_num = 30\n", + "\n", + "# plotting\n", + "fig, ax = plt.subplots(1, 3, figsize= (30,5) )\n", + "\n", + "for i, J in enumerate([0,0.5,1]):\n", + " lifetime_dict = my_load(f'lifetime_7bp_J{J}', directory = DATA_DIR) \n", + " dna_seqs_lifetime = list(lifetime_dict.keys())[:top_num]\n", + " lifetimes = np.array(list(lifetime_dict.values()))[:top_num]/1000\n", + "\n", + " ax[i].plot(dna_seqs_lifetime, lifetimes, 'o--')\n", + " ax[i].set_xticks(dna_seqs_lifetime)\n", + " ax[i].set_xticklabels(labels = dna_seqs_lifetime, rotation=90)\n", + " fig.text(0.25*(i+1),0.5, f'J = {J}meV')\n", + "\n", + "ax[0].set_ylabel(r'Exciton lifetime [ps]')\n", + "\n", + "if save:\n", + " save_figure(fig, 'Fig_6', SAVE_DIR, format='pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "62a0b8bf-19bf-4041-920a-48de33f487e9", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Dennis Herb\\anaconda3\\Lib\\site-packages\\numpy\\lib\\function_base.py:2889: RuntimeWarning: Degrees of freedom <= 0 for slice\n", + " c = cov(x, y, rowvar, dtype=dtype)\n", + "C:\\Users\\Dennis Herb\\anaconda3\\Lib\\site-packages\\numpy\\lib\\function_base.py:2748: RuntimeWarning: divide by zero encountered in divide\n", + " c *= np.true_divide(1, fact)\n", + "C:\\Users\\Dennis Herb\\anaconda3\\Lib\\site-packages\\numpy\\lib\\function_base.py:2748: RuntimeWarning: invalid value encountered in multiply\n", + " c *= np.true_divide(1, fact)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "from qDNA.tools import get_sorted_dict, save_figure\n", + "plt.rcParams[\"xtick.labelsize\"] = 20\n", + "\n", + "directory = DATA_DIR\n", + "dominant_filename = 'lifetime_7bp_J0'\n", + "\n", + "num_sequences = 101\n", + "\n", + "fig, ax = plt.subplots(1,2, figsize=(15,5))\n", + "for J1, J2 in [[0,0.5],[0,1],[0.5,1]]:\n", + " filename1, filename2 = f'lifetime_7bp_J{J1}', f'lifetime_7bp_J{J2}'\n", + " A = get_sorted_dict(dominant_filename, filename1, directory)\n", + " B = get_sorted_dict(dominant_filename, filename2, directory)\n", + " corr_list=[]\n", + " for x in range(1,num_sequences):\n", + " corr_list.append( np.corrcoef(list(B.values())[:x],list(A.values())[:x])[0, 1] )\n", + " ax[0].plot(corr_list[:num_sequences])\n", + " ax[1].plot(corr_list[:num_sequences])\n", + "\n", + "ax[1].legend([r'J = 0 meV and J = 50 meV','J = 0 meV and J = 100 meV','J = 50 meV and J = 100 meV'])\n", + "ax[0].set_ylabel('Exciton lifetime correlation')\n", + "ax[0].set_xlabel('Number of sequences')\n", + "ax[1].set_xlabel('Number of sequences')\n", + "\n", + "if save:\n", + " save_figure(fig, 'Fig_7', SAVE_DIR, format='pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "be1909e4-852f-475d-ac78-a38150e0ab36", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from qDNA.tools import save_figure, my_load\n", + "from qDNA import plot_dna_base_frequency\n", + "\n", + "# dipole_dict = my_load('dipole_7bp_J0', directory = DATA_DIR)\n", + "lifetime_dict = my_load('lifetime_7bp_J0.5', directory = DATA_DIR)\n", + "\n", + "# plotting\n", + "plot_dna_base_frequency(lifetime_dict)\n", + "\n", + "if save:\n", + " save_figure(fig, 'Fig_8a', SAVE_DIR, format='pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "21cc2cfc-4954-476b-8c21-213295eb6cd7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from qDNA.tools import save_figure, my_load\n", + "from qDNA import plot_dna_base_frequency\n", + "\n", + "# dipole_dict = my_load('dipole_7bp_J0', directory = DATA_DIR)\n", + "lifetime_dict = my_load('lifetime_7bp_J1', directory = DATA_DIR)\n", + "plot_dna_base_frequency(lifetime_dict)\n", + "\n", + "if save:\n", + " save_figure(fig, 'Fig_8b', SAVE_DIR, format='pdf')" + ] + }, + { + "cell_type": "markdown", + "id": "91130f86-5d4c-4e1b-bd0d-fabd49531cb5", + "metadata": {}, + "source": [ + "# Supplementary Material" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "12fc76ce-e854-4b17-97ce-1413dcd6fad5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from qDNA.tools import my_load, save_figure\n", + "import numpy as np\n", + "plt.rcParams[\"xtick.labelsize\"] = 15\n", + "\n", + "top_num = 30\n", + "\n", + "fig, ax = plt.subplots(2, 3, figsize= (30,10) )\n", + "\n", + "for i, J in enumerate([0,0.5,1]):\n", + " dipole_dict = my_load(f'dipole_7bp_J{J}', directory = DATA_DIR)\n", + " lifetime_dict = my_load(f'lifetime_7bp_J{J}', directory = DATA_DIR) \n", + " dna_seqs_lifetime = list(lifetime_dict.keys())[:top_num]\n", + " lifetimes = np.array(list(lifetime_dict.values()))[:top_num]/1000\n", + " dna_seqs_dipole = list(dipole_dict.keys())[:top_num]\n", + " dipoles = list(dipole_dict.values())[:top_num]\n", + "\n", + " ax[0,i].plot(dna_seqs_lifetime, lifetimes, 'o--')\n", + " ax[0,i].set_xticks(dna_seqs_lifetime)\n", + " ax[0,i].set_xticklabels(labels = dna_seqs_lifetime, rotation=90)\n", + " ax[1,i].plot(dna_seqs_dipole, dipoles, 'o--')\n", + " ax[1,i].set_xticks(dna_seqs_dipole)\n", + " ax[1,i].set_xticklabels(labels = dna_seqs_dipole, rotation=90)\n", + " fig.text(0.25*(i+1),0.75, f'J = {J}meV')\n", + " fig.text(0.25*(i+1),0.25, f'J = {J}meV')\n", + "\n", + "ax[0,0].set_ylabel(r'Exciton lifetime [ps]')\n", + "ax[1,0].set_ylabel(r'Average charge separation [$\\AA$]')\n", + "\n", + "if save:\n", + " save_figure(fig, 'Fig_S1', SAVE_DIR, format='pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "b7948c03-dc13-42af-809f-0137877d2daa", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from qDNA.tools import my_load, save_figure\n", + "import numpy as np\n", + "plt.rcParams[\"xtick.labelsize\"] = 20\n", + "\n", + "fig, ax = plt.subplots(1, 2, figsize= (10,5) )\n", + "\n", + "for J in [0,0.5,1]:\n", + " dipole_dict = my_load(f'dipole_7bp_J{J}', directory = DATA_DIR)\n", + " lifetime_dict = my_load(f'lifetime_7bp_J{J}', directory = DATA_DIR) \n", + " ax[0].plot( np.array( list(lifetime_dict.values())[::-1] )/1000 )\n", + " ax[1].plot( list(dipole_dict.values())[::-1] )\n", + "\n", + "ax[0].set_ylabel(r'Exciton lifetime [ps]')\n", + "ax[1].set_ylabel(r'Average charge separation [$\\AA$]') \n", + "\n", + "if save:\n", + " save_figure(fig, 'Fig_S2', SAVE_DIR, format='pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "664ce708-0317-404c-a49a-22f471288dc5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from qDNA.tools import save_figure\n", + "from qDNA import DNA_Seq, TB_Ham, plot_average_pop\n", + "plt.rcParams[\"xtick.labelsize\"] = 20\n", + "\n", + "# parameters\n", + "kwargs = dict(source = 'Simserides2014')\n", + "upper_strand, tb_model_name= 'GGGGG', 'WM'\n", + "J_list, J_unit = np.linspace(0, 300, 100), 'meV'\n", + "\n", + "dna_seq = DNA_Seq(upper_strand, tb_model_name)\n", + "tb_ham = TB_Ham(dna_seq, **kwargs)\n", + "\n", + "# plotting\n", + "fig, ax = plt.subplots(1, 3, figsize=(20, 5))\n", + "plot_average_pop(ax, tb_ham, J_list, J_unit)\n", + "\n", + "if save:\n", + " save_figure(fig, 'Fig_S3a', SAVE_DIR, format='pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "969e188f-996e-413a-b31b-18702b2f333c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from qDNA.tools import save_figure\n", + "from qDNA import DNA_Seq, TB_Ham, plot_average_pop\n", + "plt.rcParams[\"xtick.labelsize\"] = 20\n", + "\n", + "# parameters\n", + "kwargs = dict(source = 'Simserides2014')\n", + "upper_strand, tb_model_name= 'GGGGGG', 'WM'\n", + "J_list, J_unit = np.linspace(0, 300, 100), 'meV'\n", + "\n", + "dna_seq = DNA_Seq(upper_strand, tb_model_name)\n", + "tb_ham = TB_Ham(dna_seq, **kwargs)\n", + "\n", + "# plotting\n", + "fig, ax = plt.subplots(1, 3, figsize=(20, 5))\n", + "plot_average_pop(ax, tb_ham, J_list, J_unit)\n", + "\n", + "if save:\n", + " save_figure(fig, 'Fig_S3b', SAVE_DIR, format='pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "e68e073f-b740-4c49-8c43-a8dc51c02208", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "from qDNA.tools import get_sorted_dict, save_figure\n", + "plt.rcParams[\"xtick.labelsize\"] = 20\n", + "\n", + "directory = DATA_DIR\n", + "dominant_filename = 'dipole_7bp_J0'\n", + "\n", + "num_sequences = 101\n", + "\n", + "fig, ax = plt.subplots(1,2, figsize=(15,5))\n", + "for J1, J2 in [[0,0.5],[0,1],[0.5,1]]:\n", + " filename1, filename2 = f'dipole_7bp_J{J1}', f'dipole_7bp_J{J2}'\n", + " A = get_sorted_dict(dominant_filename, filename1, directory)\n", + " B = get_sorted_dict(dominant_filename, filename2, directory)\n", + " corr_list=[]\n", + " for x in range(1,num_sequences):\n", + " corr_list.append( np.corrcoef(list(B.values())[:x],list(A.values())[:x])[0, 1] )\n", + " ax[0].plot(corr_list[:num_sequences])\n", + " ax[1].plot(corr_list[:num_sequences])\n", + "\n", + "ax[1].legend([r'J = 0 meV and J = 50 meV','J = 0 meV and J = 100 meV','J = 50 meV and J = 100 meV'])\n", + "ax[0].set_ylabel('Dipole correlation')\n", + "ax[0].set_xlabel('Number of sequences')\n", + "ax[1].set_xlabel('Number of sequences')\n", + "\n", + "if save:\n", + " save_figure(fig, 'Fig_S4', SAVE_DIR, format='pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "48a02ef3-da5f-405e-93d2-5ebb044a2345", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from qDNA.tools import get_sorted_dict, get_correlation, save_figure\n", + "plt.rcParams[\"xtick.labelsize\"] = 20\n", + "\n", + "directory = DATA_DIR\n", + "dominant_filename = 'lifetime_7bp_relax0.02'\n", + "\n", + "fig, ax = plt.subplots()\n", + "for relax_rate in [0.01, 0.02, 0.05]:\n", + " filename = f'lifetime_7bp_relax{relax_rate}'\n", + " lifetime_dict = get_sorted_dict(dominant_filename, filename, directory)\n", + " ax.plot( np.array( list(lifetime_dict.values()) )/1000, '.', markersize=8, label=f'$\\gamma$ = {relax_rate} meV/$\\hbar$')\n", + "\n", + "ax.set_ylabel(r'Exciton lifetime [ps]')\n", + "ax.legend()\n", + "\n", + "chi_1 = np.round( get_correlation(dominant_filename, 'lifetime_7bp_relax0.01', directory), 2)\n", + "chi_2 = np.round( get_correlation(dominant_filename, 'lifetime_7bp_relax0.05', directory), 2)\n", + "fig.text(0.25, 0.5, f'$\\chi$ = {chi_1}', bbox=dict(facecolor='blue', alpha=0.2))\n", + "fig.text(0.25, 0.25, f'$\\chi$ = {chi_2}', bbox=dict(facecolor='red', alpha=0.2))\n", + "\n", + "if save:\n", + " save_figure(fig, 'Fig_S5', SAVE_DIR, format='pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0aa15d96", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/tutorials/1_Plotting_Routines.ipynb b/docs/tutorials/1_Plotting_Routines.ipynb deleted file mode 100644 index 95e8d91..0000000 --- a/docs/tutorials/1_Plotting_Routines.ipynb +++ /dev/null @@ -1,370 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "6bb356a8", - "metadata": {}, - "source": [ - "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dehe1011/QuantumDNA/blob/main/docs/tutorials/1_Plotting_Routines.ipynb)" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "179c7542-8d73-41f8-86ec-f1580518a54d", - "metadata": {}, - "outputs": [], - "source": [ - "# %pip install qDNA\n", - "\n", - "# This can be used alternatively if you cloned the GitHub repository\n", - "import os\n", - "ROOT_DIR = os.getcwd()[:os.getcwd().rfind('QuantumDNA')]+ 'QuantumDNA'\n", - "os.chdir(ROOT_DIR)" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "b60f9b86-2594-45b8-9494-a6cf50ffdcee", - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "plt.style.use('seaborn-v0_8')\n", - "plt.rcParams['font.family'] = 'sans-serif'\n", - "plt.rcParams['font.sans-serif'] = 'DejaVu Sans'\n", - "plt.rcParams['axes.labelsize'] = 15\n", - "plt.rcParams['legend.fontsize'] = 12\n", - "plt.rcParams['xtick.labelsize'] = 12\n", - "plt.rcParams['ytick.labelsize'] = 12" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "4bb8b8d3-7832-45d1-8cf6-caae8f1ee82c", - "metadata": {}, - "outputs": [], - "source": [ - "from qDNA.tools import *\n", - "from qDNA import *" - ] - }, - { - "cell_type": "markdown", - "id": "40165dde-d435-4e1e-9259-67209dc5fc5e", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "## plot_eigenspectrum" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "1e2fb285-8d74-4a44-affe-3144b3c19494", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict()\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plt.subplots()\n", - "plot_eigv(ax, me_solver.tb_ham)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "6e5d7aa4-859b-46c2-893a-0f0add82e129", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict()\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "num_rows, num_cols = 3,3\n", - "fig, axes = plt.subplots(num_rows, num_cols, figsize=(5*num_cols, 5*num_rows) )\n", - "for i, ax in enumerate(axes.flatten()[:num_rows*num_cols]):\n", - " plot_eigs(ax, me_solver.tb_ham, i)" - ] - }, - { - "cell_type": "markdown", - "id": "daa50922-92f6-4031-84a4-afe8c3348dc4", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "## plot_fourier" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "69c097e8-e20a-4e45-8182-118670e277ef", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict(particles=['electron'])\n", - "upper_strand, tb_model_name= 'GCG', 'WM'\n", - "tb_site = '(0, 0)'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plt.subplots()\n", - "plot_fourier(ax, me_solver.tb_ham, me_solver.init_state, tb_site, 'Period')" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "5884318a-c107-432e-881a-7fcd33622236", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict()\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "J_list, J_unit = np.linspace(0,100,100), 'meV'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plt.subplots(1,3, figsize=(15,5))\n", - "plot_average_pop(ax, me_solver.tb_ham, J_list, J_unit)" - ] - }, - { - "cell_type": "markdown", - "id": "c140978d-265b-40c8-8fc5-d3602789c4ef", - "metadata": {}, - "source": [ - "## plot_pop" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "17d8dd3e-77a1-4a5f-b08a-9534a380c4d2", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict()\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "tb_site = '(0, 0)'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plt.subplots()\n", - "plot_pop_fourier(ax, me_solver.tb_ham, me_solver.init_state, tb_site, me_solver.times, me_solver.t_unit)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "c6637bb1-d5ad-4381-a407-750b5ecb8493", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict()\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "tb_site = '(0, 0)'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plt.subplots()\n", - "plot_pop(ax, tb_site, me_solver)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "04449507-450c-44d0-bbd1-c89d8d5d15ac", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict()\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plt.subplots()\n", - "plot_coh(ax, me_solver)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "b5659332-44eb-43ba-9605-7ed8909443cd", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict()\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plot_pops(me_solver)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "2afcd2be-ef86-4269-8410-bb73e772a097", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict()\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "tb_site = '(0, 0)'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plt.subplots()\n", - "plot_test_fourier(ax, tb_site, me_solver)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "18182dc3", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "qDNA", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.5" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/docs/tutorials/0_TB_Models.ipynb b/docs/tutorials/1_TB_Models.ipynb similarity index 71% rename from docs/tutorials/0_TB_Models.ipynb rename to docs/tutorials/1_TB_Models.ipynb index 309b202..1d7fda3 100644 --- a/docs/tutorials/0_TB_Models.ipynb +++ b/docs/tutorials/1_TB_Models.ipynb @@ -1,21 +1,32 @@ { "cells": [ + { + "cell_type": "markdown", + "id": "64a1494c-8896-4f83-b2a7-d36e3fa4ff77", + "metadata": {}, + "source": [ + "# Tight-binding models" + ] + }, { "cell_type": "markdown", "id": "311fbc5e", "metadata": {}, "source": [ - "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dehe1011/QuantumDNA/blob/main/docs/tutorials/0_TB_Models.ipynb)" + "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dehe1011/QuantumDNA/blob/main/docs/tutorials/0_TB_Models.ipynb)\n", + "\n", + "This notebook demonstrates how to utilize predefined tight-binding models and create custom models and parameters. It includes visualizing the Hamiltonian matrix derived from the selected model and performing a Fourier analysis on it." ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "id": "ab9c849a-381d-4601-9a26-1482d46e2a97", "metadata": {}, "outputs": [], "source": [ "# %pip install qDNA\n", + "# from qDNA import ROOT_DIR\n", "\n", "# This can be used alternatively if you cloned the GitHub repository\n", "import os\n", @@ -26,7 +37,9 @@ { "cell_type": "markdown", "id": "2a11a543", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, "source": [ "# Predefined tight-binding model" ] @@ -55,9 +68,7 @@ "cell_type": "code", "execution_count": 3, "id": "432edd89", - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [ { "name": "stdout", @@ -87,9 +98,7 @@ "cell_type": "code", "execution_count": 4, "id": "ab322af3", - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [ { "data": { @@ -134,9 +143,7 @@ "cell_type": "code", "execution_count": 5, "id": "f61e8044", - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [ { "data": { @@ -230,9 +237,7 @@ "cell_type": "code", "execution_count": 6, "id": "96e49cf1", - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [ { "data": { @@ -271,9 +276,7 @@ "cell_type": "code", "execution_count": 7, "id": "1283f65e", - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [ { "data": { @@ -493,9 +496,7 @@ "cell_type": "code", "execution_count": 8, "id": "8e86149a", - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [ { "data": { @@ -536,9 +537,7 @@ "cell_type": "code", "execution_count": 9, "id": "8a694991", - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [ { "data": { @@ -569,9 +568,7 @@ "cell_type": "code", "execution_count": 10, "id": "7efe71ea", - "metadata": { - "collapsed": true - }, + "metadata": {}, "outputs": [ { "data": { @@ -5869,7 +5866,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -5889,7 +5886,9 @@ { "cell_type": "markdown", "id": "7f5c0e07", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, "source": [ "# Custom tight-binding model" ] @@ -6007,7 +6006,9 @@ { "cell_type": "markdown", "id": "2cf2c49a", - "metadata": {}, + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, "source": [ "# Analysis of the custom tight-binding model" ] @@ -6050,7 +6051,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -6088,7 +6089,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -6118,7 +6119,7 @@ ], "metadata": { "kernelspec": { - "display_name": "qDNA", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, diff --git a/docs/tutorials/2_Data_Visualization.ipynb b/docs/tutorials/2_Data_Visualization.ipynb new file mode 100644 index 0000000..0a33d94 --- /dev/null +++ b/docs/tutorials/2_Data_Visualization.ipynb @@ -0,0 +1,377 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "9d9738dc-41e2-4f38-9c71-475dec2ab7b9", + "metadata": {}, + "source": [ + "# Data visualization" + ] + }, + { + "cell_type": "markdown", + "id": "6bb356a8", + "metadata": {}, + "source": [ + "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dehe1011/QuantumDNA/blob/main/docs/tutorials/1_Plotting_Routines.ipynb)\n", + "\n", + "In this notebook you can explore the potential of data visualizations within the package. Learn how to create insightful plots that enhance the analysis and presentation." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "179c7542-8d73-41f8-86ec-f1580518a54d", + "metadata": {}, + "outputs": [], + "source": [ + "# %pip install qDNA\n", + "# from qDNA import ROOT_DIR\n", + "\n", + "# This can be used alternatively if you cloned the GitHub repository\n", + "import os\n", + "ROOT_DIR = os.getcwd()[:os.getcwd().rfind('QuantumDNA')]+ 'QuantumDNA'\n", + "os.chdir(ROOT_DIR)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "b60f9b86-2594-45b8-9494-a6cf50ffdcee", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.style.use('seaborn-v0_8')\n", + "plt.rcParams['font.family'] = 'sans-serif'\n", + "plt.rcParams['font.sans-serif'] = 'DejaVu Sans'\n", + "plt.rcParams['axes.labelsize'] = 15\n", + "plt.rcParams['legend.fontsize'] = 12\n", + "plt.rcParams['xtick.labelsize'] = 12\n", + "plt.rcParams['ytick.labelsize'] = 12" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "4bb8b8d3-7832-45d1-8cf6-caae8f1ee82c", + "metadata": {}, + "outputs": [], + "source": [ + "from qDNA.tools import *\n", + "from qDNA import *" + ] + }, + { + "cell_type": "markdown", + "id": "40165dde-d435-4e1e-9259-67209dc5fc5e", + "metadata": {}, + "source": [ + "## plot_eigenspectrum" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "1e2fb285-8d74-4a44-affe-3144b3c19494", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict()\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plt.subplots()\n", + "plot_eigv(ax, me_solver.tb_ham)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "6e5d7aa4-859b-46c2-893a-0f0add82e129", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict()\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "num_rows, num_cols = 3,3\n", + "fig, axes = plt.subplots(num_rows, num_cols, figsize=(5*num_cols, 5*num_rows) )\n", + "for i, ax in enumerate(axes.flatten()[:num_rows*num_cols]):\n", + " plot_eigs(ax, me_solver.tb_ham, i)" + ] + }, + { + "cell_type": "markdown", + "id": "daa50922-92f6-4031-84a4-afe8c3348dc4", + "metadata": {}, + "source": [ + "## plot_fourier" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "69c097e8-e20a-4e45-8182-118670e277ef", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict(particles=['electron'])\n", + "upper_strand, tb_model_name= 'GCG', 'WM'\n", + "tb_site = '(0, 0)'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plt.subplots()\n", + "plot_fourier(ax, me_solver.tb_ham, me_solver.init_state, tb_site, 'Period')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "5884318a-c107-432e-881a-7fcd33622236", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict()\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "J_list, J_unit = np.linspace(0,100,100), 'meV'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plt.subplots(1,3, figsize=(15,5))\n", + "plot_average_pop(ax, me_solver.tb_ham, J_list, J_unit)" + ] + }, + { + "cell_type": "markdown", + "id": "c140978d-265b-40c8-8fc5-d3602789c4ef", + "metadata": {}, + "source": [ + "## plot_pop" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "17d8dd3e-77a1-4a5f-b08a-9534a380c4d2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict()\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "tb_site = '(0, 0)'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plt.subplots()\n", + "plot_pop_fourier(ax, me_solver.tb_ham, me_solver.init_state, tb_site, me_solver.times, me_solver.t_unit)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "c6637bb1-d5ad-4381-a407-750b5ecb8493", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict()\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "tb_site = '(0, 0)'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plt.subplots()\n", + "plot_pop(ax, tb_site, me_solver)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "04449507-450c-44d0-bbd1-c89d8d5d15ac", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict()\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plt.subplots()\n", + "plot_coh(ax, me_solver)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "b5659332-44eb-43ba-9605-7ed8909443cd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict()\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plot_pops(me_solver)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "2afcd2be-ef86-4269-8410-bb73e772a097", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict()\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "tb_site = '(0, 0)'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plt.subplots()\n", + "plot_test_fourier(ax, tb_site, me_solver)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "18182dc3", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/tutorials/2_Open_System.ipynb b/docs/tutorials/2_Open_System.ipynb deleted file mode 100644 index d567984..0000000 --- a/docs/tutorials/2_Open_System.ipynb +++ /dev/null @@ -1,714 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "ffe935d2", - "metadata": {}, - "source": [ - "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dehe1011/QuantumDNA/blob/main/docs/tutorials/2_Open_System.ipynb)" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "fa80a524-f56f-4c9f-af67-ea3bd8c53077", - "metadata": {}, - "outputs": [], - "source": [ - "# %pip install qDNA\n", - "\n", - "# This can be used alternatively if you cloned the GitHub repository\n", - "import os\n", - "ROOT_DIR = os.getcwd()[:os.getcwd().rfind('QuantumDNA')]+ 'QuantumDNA'\n", - "os.chdir(ROOT_DIR)" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "ec6f7a12-3072-4c43-b836-aa1e4558775c", - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt \n", - "from qDNA.tools import *\n", - "from qDNA import *" - ] - }, - { - "cell_type": "markdown", - "id": "e808d6bf-23ba-44f0-8d12-f6b923ebb45f", - "metadata": {}, - "source": [ - "# Dephasing Coherence" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "640e7785-49fd-4931-9440-1e80fe1d090c", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# local dephasing \n", - "# since the equilibrium state does not contain off-diagonal elements the coherence relaxes to zero\n", - "\n", - "# parameters\n", - "kwargs=dict(description='1P', particles=['electron'], loc_deph_rate=3)\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plt.subplots()\n", - "plot_coh(ax, me_solver)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "bdc3407e-6e26-4c42-a686-2224738be3b1", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# local dephasing \n", - "# since the equilibrium state does not contain off-diagonal elements the coherence relaxes to zero\n", - "\n", - "# parameters\n", - "kwargs=dict(description='2P', loc_deph_rate=3)\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plt.subplots()\n", - "plot_coh(ax, me_solver)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "b11ddc23-8e0d-4da2-9e2a-39211d03e948", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# global dephasing \n", - "# since the equilibrium state contains off-diagonal elements the coherence reaches a plateau at a non-zero value\n", - "\n", - "# parameters\n", - "kwargs=dict(description='1P', particles=['electron'], glob_deph_rate=3)\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plt.subplots()\n", - "plot_coh(ax, me_solver)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "15c4b957-0a1e-416c-996a-440b5a5e7e96", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# local dephasing \n", - "# since the equilibrium state does not contain off-diagonal elements the coherence relaxes to zero\n", - "\n", - "# parameters\n", - "kwargs=dict(description='2P', glob_deph_rate=3)\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plt.subplots()\n", - "plot_coh(ax, me_solver)" - ] - }, - { - "cell_type": "markdown", - "id": "d9ce73e3-be21-4c94-9d65-3f45de463017", - "metadata": {}, - "source": [ - "# Dephasing Populations" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "ac94c343-e7a8-4e87-89f0-23abb62700c0", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict(description='1P', particles=['electron'], loc_deph_rate=3)\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "tb_site = '(0, 0)'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plt.subplots()\n", - "plot_pop(ax, tb_site, me_solver)\n", - "eq_state = get_deph_eq_state(me_solver)\n", - "ax.axhline(y=eq_state[0,0].real)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "6f5bebcb-8f87-48d4-a256-5c43edcf0dc2", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict(description='1P', particles=['electron'], glob_deph_rate=2)\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "tb_site = '(0, 0)'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plt.subplots()\n", - "plot_pop(ax, tb_site, me_solver)\n", - "eq_state = get_deph_eq_state(me_solver)\n", - "ax.axhline(y=eq_state[0,0].real)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "0aba1a79-35f0-47db-a5b7-860923e7a742", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict(description='1P', particles=['electron'], loc_deph_rate=7)\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plt.subplots()\n", - "for tb_site in me_solver.tb_ham.tb_basis:\n", - " plot_pop(ax, tb_site, me_solver)\n", - "eq_state = get_deph_eq_state(me_solver)\n", - "ax.axhline(y=eq_state[0,0].real)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "a8393633-4010-4c0f-b1ee-5b5403877f14", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict(description='1P', particles=['electron'], glob_deph_rate=2)\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plt.subplots()\n", - "eq_state = get_deph_eq_state(me_solver)\n", - "for i, tb_site in enumerate( me_solver.tb_ham.tb_basis ):\n", - " plot_pop(ax, tb_site, me_solver)\n", - " ax.axhline(y=eq_state[i,i].real)" - ] - }, - { - "cell_type": "markdown", - "id": "69c91014-78c6-4175-9922-44acb25934fe", - "metadata": {}, - "source": [ - "# Thermalising" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "ffdf60ef-f3c3-4c91-a1c3-1d86f7e3653e", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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HeomIiAadxx77AxYt+hUWLfoVbr75ViQmJsFoNKKsrBTbtm3F0qVv+3XdwoV3YvPmjViyZDHuued+5OSMhtlsxv79+zBjxmWYMGESVCo1EhOT8PPPP2LSpCnQarWIiIh0jxb7MnnyVEyZMg1vvbUMBoMBY8fm4vTpU8jPX46cnBzMmXN9n3y/eouhN4hwIhsREdHgM2xYBvLzP8Tq1e9ixYq30NBQD40mHGlpacjLm+H3dc4VHlYiP385vvpqDVatWoHwcC1GjcpBbOzN7vOWLPkT3nzzNSxZ8jgsFot7nd7OiEQiPP/835GfvxwbNqzD++/nIyIiEtdddz2eeOKPsNslsNmC5+NrkSAwYV1ITU1Tv73X//1zH06W6jBxRBx+d7Pv5UIouEmlYkRFqdHQYAiqH3TqHvZf6GMfhj72YegbiD6Miwvv8hwuWRZE3DW9/D2EiIiIKKAYeoOIu6aXv9gSERERBRRDbxARt/YGK06IiIiIAouhN4i41+nl5hREREREAcXQG0RY00tERETUNxh6gwhHeomIiIj6BkNvEHHV9DLzEhEREQUWQ28QcY30ciIbERERUWAx9AYRMbchJiIiIuoTDL1BxD2Rjev0EhEREQUUQ28QEXGkl4iIiKhPMPQGEfdENs5kIyIiIg8VFeW49NJJ2LBhXZ+8vslkwsqV72Dfvr198vrBgKE3iLCml4iIiAaCyWTCqlUrsH9/wUA3pc8w9AaRtppehl4iIiIKXiaTaaCb0GPSgW4AtWkb6R3ghhAREYUAo8mGinrDQDcDSdFqqJT+RarS0hKsXPkO9u7dDYOhGcnJKViwYCFuuWVhQK5ramrC6tXv4qeffkBtbTXUag1GjhyFRx99HHK5HLfddiMAYNWqFVi1agUAYM6ceXjqqWewcuU7WLVqBVau/BAffJCPvXv3QKGQ48svv4XZbMaqVSuwefNG1NRUIzIyCjNnXoElS/4IQOJ+/1tvvQEZGZlYsGAhli9/A2fPnkViYiLuuus+zJs336/vXXcx9AYR10ivwNRLRER0QUaTDX98azuMZttANwUqhRQvPjy918G3uPgMHn74ASQkJOKRR/4LMTEx2LVrJ1577e/Q63V44IGH/LrOaDRg0aIHUVlZgbvvvh85OWPQ0mLEgQP7UVdXizFjLsHLLy/D4sWPYt68+Zg37yYAQFRUlNf7PfXUf2PWrGswf/4tMJlaIAgCnnjiDygo2I177/0lcnPHoaioCPn57+D48aN4++18iMVt35OiolN4/fV/4J577kd0dAzWrVuLF174C1JT0zBu3IRefe96gqE3iLRmXtb0EhERDSLLlr0KlUqNN998F2q1BgAweXIerFYLPvzwPdx66x29vk6r1eLTTz9GcfEZvPrqG5g8ear7+pkzr3LfHzFiFAAgLi4eY8aM9fl+c+bMw4MP/sb9eNeuHdi9ewcWLfo97rrrPvf7JyUl4umnl2DDhvXuAA0AOp0Ob765EomJiQCA3NzxKCjYg02bvmHoHWxY00tERNQ9KqVzdDXUyxvMZjMKCnbj5ptvhUKhhM3WNnKdlzcDn3/+KY4ePYyhQ4f16rpp02Zg587tSEtL9wq8veEZkgGgoGAPAGDOnBu8js+adTX+9rdnsXfvbq/Qm5WV7Q68AKBQKJCWlo7Kykq/2tVdDL1BhKs3EBERdZ9KKUVmcsRAN8MvjY162O12fPbZJ/jss098nqPX6/y6TqdrQEJCos9zeiImJrZDGyQSSYcyCJFIhNjYWOj1eq/jEREd+0omk8Fs7p9JcQy9QYQT2YiIiAaX8HAtJBIJrr12LhYsuM3nOUlJyTAajb26DgAiI6NQXV3ld1tdm2i5aLURsNvtaGho8Aq+giCgtrbWXTIRLBh6g4iI5Q1ERESDilKpxPjxE1FYeBKZmVmQyWQ+z2sfert7HQDk5U3Hu+++jYKCPZg4cbLPc+Ry5/Vms7nbbZ80aQo++uh9bNy4Abfffrf7+JYtm2E0GjFp0pRuv1Z/YOgNIpzIRkRENPg89tgfsGjRr7Bo0a9w8823IjExCUajEWVlpdi2bSuWLn3br+sWLrwTmzdvxJIli3HPPfcjJ2c0zGYz9u/fhxkzLsOECZOgUqmRmJiEn3/+EZMmTYFWq0VERKR7tNiXyZOnYsqUaXjrrWUwGAwYOzYXp0+fQn7+cuTk5GDOnOv75PvVWwy9QYQT2YiIiAafYcMykJ//IVavfhcrVryFhoZ6aDThSEtLQ17eDL+vc67wsBL5+cvx1VdrsGrVCoSHazFqVA5iY292n7dkyZ/w5puvYcmSx2GxWNzr9HZGJBLh+ef/jvz85diwYR3efz8fERGRuO666/HEE3+E3S6BzeYIyPcoEESCwGHFC6mpaeq399qw8xw+++E05DIx3l58Rb+9LwWOVCpGVJQaDQ2GoPpBp+5h/4U+9mHoYx+GvoHow7i48C7P4TbEQaRtc4oBbggRERHRRYahN4hwyTIiIiKivsHQG0TErb3Bml4iIiKiwGLoDSKukV4BzjXuiIiIiCgwGHqDiKumF2CJAxEREVEgMfQGEbHHTicOTmYjIiIiChiG3iDiub0fR3qJiIiIAoehN4iIPXqDk9mIiIiIAoehN4h4ljdwIhsRERFR4DD0BhHviWwD2BAiIiKii0zQhl6DwYDnnnsOl156KcaOHYv58+fj66+/7ta1O3fuxC9/+UtMmzYN48ePxw033ID3338fdru9j1vtH++JbEy9RERE5FRRUY5LL52EDRvW9cnrm0wmrFz5Dvbt29snrx8MpAPdgM48+uijOHz4MBYvXoyhQ4di/fr1ePzxx+FwOHDDDTd0et327dvx4IMPYtKkSfjLX/4ClUqF77//Hs899xxKSkrw9NNP9+NX0TNcsoyIiIgGgslkwqpVKwAAEyZMGuDW9I2gDL0//vgjtm3bhpdffhnz5s0DAOTl5aG8vBwvvvgi5s6dC4lE4vPaL774AlKpFO+88w5UKhUAYPr06SguLsaaNWuCO/S2ZV6O9BIREVHQMplMUCqVA92MHgnK0Ltp0yaoVCpcd911XscXLFiAxYsX4+DBg5gwYYLPa2UyGWQyWYeOCA8Ph0Kh6LM2B4LXSC9DLxER0QUZTTZU1BsGuhlIilZDpfQvUpWWlmDlynewd+9uGAzNSE5OwYIFC3HLLQsDcl1TUxNWr34XP/30A2prq6FWazBy5Cg8+ujjkMvluO22GwEAq1atcI/4zpkzD0899QxWrnwHq1atwMqVH+KDD/Kxd+8eKBRyfPnltzCbzVi1agU2b96ImppqREZGYebMK7BkyR8BtA1Q3nrrDcjIyMSCBQuxfPkbOHv2LBITE3HXXfdh3rz5fn3vuisoQ++pU6eQmZkJqdS7eSNGjHA/31noveOOO7B+/Xr89a9/xW9+8xuEhYXh+++/x3fffYfHH3+8z9vuD8+a3j++vQPP/XoqkmLUA9giIiKi4GQ02fDHt7bDaLYNdFOgUkjx4sPTex18i4vP4OGHH0BCQiIeeeS/EBMTg127duK11/4OvV6HBx54yK/rjEYDFi16EJWVFbj77vuRkzMGLS1GHDiwH3V1tRgz5hK8/PIyLF78KObNm495824CAERFRXm931NP/TdmzboG8+ffApOpBYIg4Ikn/oCCgt24995fIjd3HIqKipCf/w6OHz+Kt9/Oh1jc9j0pKjqF11//B+65535ER8dg3bq1eOGFvyA1NQ3jxvnOdYEUlKFXp9MhNTW1w/GIiAj3853Jzc3Fe++9h8ceewz//Oc/AQASiQSPP/44HnjggR63RSwWeY3A9iWp1Hte4cffncIf7+77vwQUOBKJ2OuWQgv7L/SxD0Nfd/tQKhUD/fPfc9dEzva0/3+8u95441WoVGosX54PtVoDAJg2bTpsNiv++c/3cMcdd7m/H2KxyP0+3blOq9Xis8/+heLiM1i69C1MmTLV/b6zZs123x89OgcAkJCQgHHjcr3a58pB118/D7/+9cPu4zt3bsfu3TvwyCOP4Z577ne/f0pKEp588n/wzTdf48Ybb3afr9frsHx5PhITkwAAEydOREHBHmze/C0mTer7OuKgDL2A9+5kPXnuyJEjeOSRR3DJJZfg2WefRVhYGHbu3Il//OMfMJvN+N3vftejdkRHqy/4foGkUXt/RGO1C4iK4khvKNJqwwa6CeQH9l/oYx+Gvq76MApA/tPX4Hx1U/806AJS48OhDpP16lqz2Yy9e/fgzjvvRGJijNdz11wzC5999gnOni1EZmYmAECtViAqSt3t62bOnIk9e3Zi6NChuPbaqzpthyCYAQBhYfIO2SMsTA4AuPHGeV7PHTlyAABw9913eB1fsGA+/vrXP+PAgQLcf/89AJy/xIwaNQqjRg33eGU1MjKGoba2ul/yTlCG3sjISJ+juXq9HkDbiK8vzz77LGJiYvDGG2+4J7vl5eVBLBbj9ddfx4033oi0tLRut6W+3tBvI70mk8XrsUImRkPDwNcqUfdJJGJotWFobGyB3e4Y6OZQD7H/Qh/7MPT1tA/jtQM/X8dissDS7v/w7qqurobNZsMHH3yADz74wOc5ZWWViI1NBgAYDGY0NBi6fV1DgwE1NbVITEy8YKbQ640AgJYWS4fzWlqcX5tcrvF6rqqqFhKJFCKRwuu4RCJGbGwsamvr3MftdgfUak2H1xaJJGhuNvqdd7oTmoMy9GZnZ2P9+vWw2Wxedb2FhYUAgKysrE6vPX78OObNm9dhdYexY8fC4XDg9OnTPQq9DofQb5PK2u/CplJIYbPxH+1QZLc72HchjP0X+tiHoW+w9KFKpYFEIsG1187FggW3+TwnKSkZRqMzlDocAmw2R7evs9kciIyMQlVV1QW/nzab4PX6nlw5yG73fi48XAu73Yaamjqv+l9BEFBbW4sRI0Z5nS8I6PDaruzTH30dlEVPs2fPhtFoxMaNG72Or1mzBvHx8cjNze3kSiA+Ph5HjhzpsBHFgQMHAACJiYkBb2+giNuVUfg7E5SIiIiCm1KpxPjxE1FYeBKZmVkYOTKnw5+IiEi/rsvLm47S0hIUFOzptB1yubM8w2w2d7vtkyZNAQBs3LjB6/iWLZthNBrdzweLoExVM2fOxIwZM/DMM8+gubkZ6enp+Prrr7F161a89NJL7lHcJ598EmvXrsWmTZuQkpICAPjFL36Bv/71r/jtb3+L22+/HWFhYdixYwdWrVqF6dOnY+TIkQP5pV1Q+zKKMEVQdg8REREF0GOP/QGLFv0Kixb9CjfffCsSE5NgNBpRVlaKbdu2YunSt/26buHCO7F580YsWbIY99xzP3JyRsNsNmP//n2YMeMyTJgwCSqVGomJSfj55x8xadIUaLVaREREIikpudN2T548FVOmTMNbby2DwWDA2LG5OH36FPLzlyMnJwdz5lzfJ9+v3graVLVs2TK8+uqrWLp0KXQ6HTIyMvDKK6/g+uvbvoEOhwN2u92rLODee+9FQkICVq9ejaeffhpmsxkpKSn43e9+h1/84hcD8JV0X/uRXiIiIrr4DRuWgfz8D7F69btYseItNDTUQ6MJR1paGvLyZvh9nUqlxptvrkR+/nJ89dUarFq1AuHhWowalYPY2LbVFZYs+RPefPM1LFnyOCwWi3ud3s6IRCI8//zfkZ+/HBs2rMP77+cjIiIS1113PZ544o+w2yVBVaIiEtoXkpKXmpr+mxVaUt2EZ/LbPnqYk5eO264YfoErKNhIpWJERanR0GAIqh906h72X+hjH4Y+9mHoG4g+jIsL7/KcoKzpHazaj/RyVzYiIiKiwGDoDSLta3od/AWXiIiIKCAYeoMIR3qJiIiI+gZDbxARtR/pZbk1ERERUUAw9AaR9ms32DnSS0RERBQQDL1BpMVs83rMkV4iIiKiwGDoDSLJsd77RrOml4iIiCgwGHqDSJhCineemOUuc+BILxEREVFgMPQGmeRYDTJSIgBwpJeIiIgoUBh6g5CkdRUHhl4iIiKiwGDoDUKulcu4egMREREBQEVFOS69dBI2bFjXJ69vMpmwcuU72Ldvb5+8fjBg6A1CYrGzW1jSS0RERP3BZDJh1aoV2L+/YKCb0mcYeoNQa+blSC8REREFJZPJNNBN6DHpQDeAOmqr6XUMcEuIiIioP5SWlmDlynewd+9uGAzNSE5OwYIFC3HLLQsDcl1TUxNWr34XP/30A2prq6FWazBy5Cg8+ujjkMvluO22GwEAq1atwKpVKwAAc+bMw1NPPYOVK9/BqlUrsHLlh/jgg3zs3bsHCoUcX375LcxmM1atWoHNmzeipqYakZFRmDnzCixZ8kcAEvf733rrDcjIyMSCBQuxfPkbOHv2LBITE3HXXfdh3rz5gf1mdoKhNwiJRa2hlwO9REREnTKabKioNwx0M5AUrYZK2ftIVVx8Bg8//AASEhLxyCP/hZiYGOzatROvvfZ36PU6PPDAQ35dZzQasGjRg6isrMDdd9+PnJwxaGkx4sCB/airq8WYMZfg5ZeXYfHiRzFv3nzMm3cTACAqKsrr/Z566r8xa9Y1mD//FphMLRAEAU888QcUFOzGvff+Erm541BUVIT8/Hdw/PhRvP12PsTitu9LUdEpvP76P3DPPfcjOjoG69atxQsv/AWpqWkYN25Cr79/3cXQG4TErSO9LG8gIiLyzWiy4Y9vbYex3W6mA0GlkOLFh6f3OvguW/YqVCo13nzzXajVGgDA5Ml5sFot+PDD93DrrXf0+jqtVotPP/0YxcVn8Oqrb2Dy5Knu62fOvMp9f8SIUQCAuLh4jBkz1uf7zZkzDw8++Bv34127dmD37h1YtOj3uOuu+9zvn5SUiKefXoING9a7AzQA6HQ6vPnmSiQmJgIAcnPHo6BgDzZt+qZfQi9reoOQK/RycwoiIqKLm9lsRkHBblx++RVQKJSw2WzuP3l5M2CxmHH06GG/rtu5czvS0tK9Am9veIZkACgo2AMAmDPnBq/js2ZdDZVKhb17d3sdz8rKdgdeAFAoFEhLS0dlZaVf7eoujvQGIYmI6/QSERFdiErpHF0N9fKGxkY97HY7PvvsE3z22Sc+z9HrdX5dp9M1ICEh0ec5PRETE9uhDRKJpEMZhEgkQmxsLPR6vdfxiIiIDq8pk8lgNvfPpDiG3iAk5uYUREREXVIppchM7hikQkl4uBYSiQTXXjsXCxbc5vOcpKRkGI3GXl0HAJGRUaiurvK7raLWQTkXrTYCdrsdDQ0NXsFXEATU1ta6SyaCBUNvEGLoJSIiGhyUSiXGj5+IwsKTyMzMgkwm83le+9Db3esAIC9vOt59920UFOzBxImTfZ4jlzuvN5vN3W77pElT8NFH72Pjxg24/fa73ce3bNkMo9GISZOmdPu1+gNDbxBqW72BoZeIiOhi99hjf8CiRb/CokW/ws0334rExCQYjUaUlZVi27atWLr0bb+uW7jwTmzevBFLlizGPffcj5yc0TCbzdi/fx9mzLgMEyZMgkqlRmJiEn7++UdMmjQFWq0WERGR7tFiXyZPnoopU6bhrbeWwWAwYOzYXJw+fQr5+cuRk5ODOXOu75PvV28x9AYhCVdvICIiGjSGDctAfv6HWL36XaxY8RYaGuqh0YQjLS0NeXkz/L7OucLDSuTnL8dXX63BqlUrEB6uxahROYiNvdl93pIlf8Kbb76GJUseh8Vica/T2xmRSITnn/878vOXY8OGdXj//XxERETiuuuuxxNP/BF2uwQ2W/DsOSASBA4nXkhNTVO/vZdUKkZUlBqvflSA7wvOIyFahecfyuu39yf/ufqwocEQVD/o1D3sv9DHPgx97MPQNxB9GBcX3uU5XLIsCHFHNiIiIqLAYugNQq2ZF8y8RERERIHB0BuExGJnt3AiGxEREVFgMPQGodbMyyXLiIiIiAKEoTcIuXZk4+oNRERERIHB0BuEXJtTcGENIiIiosBg6A1CYq7TS0RERBRQDL1BiDuyEREREQUWQ28Qalunl6GXiIiIKBAYeoOQ2B16B7ghRERERBcJht4g5A69gsDJbEREREQBwNAbhFw1vQDAzEtEREQVFeW49NJJ2LBhXZ+8vslkwsqV72Dfvr198vrBgKE3CLlqegGu4EBERER9z2QyYdWqFdi/v2Cgm9JnGHqDkMhjpJcrOBAREVGwMZlMA92EHpMOdAOoI8+RXq7gQERE5JvRZENFvWGgm4GkaDVUSv8iVWlpCVaufAd79+6GwdCM5OQULFiwELfcsjAg1zU1NWH16nfx008/oLa2Gmq1BiNHjsKjjz4OuVyO2267EQCwatUKrFq1AgAwZ848PPXUM1i58h2sWrUCK1d+iA8+yMfevXugUMjx5Zffwmw2Y9WqFdi8eSNqaqoRGRmFmTOvwJIlfwQgcb//rbfegIyMTCxYsBDLl7+Bs2fPIjExEXfddR/mzZvv1/euuxh6g5DYY/ydI71EREQdGU02/PGt7TCabQPdFKgUUrz48PReB9/i4jN4+OEHkJCQiEce+S/ExMRg166deO21v0Ov1+GBBx7y6zqj0YBFix5EZWUF7r77fuTkjEFLixEHDuxHXV0txoy5BC+/vAyLFz+KefPmY968mwAAUVFRXu/31FP/jVmzrsH8+bfAZGqBIAh44ok/oKBgN+6995fIzR2HoqIi5Oe/g+PHj+Ltt/MhFrd9T4qKTuH11/+Be+65H9HRMVi3bi1eeOEvSE1Nw7hxE3r1vesJht4gJPZIvazpJSIiurgtW/YqVCo13nzzXajVGgDA5Ml5sFot+PDD93DrrXf0+jqtVotPP/0YxcVn8Oqrb2Dy5Knu62fOvMp9f8SIUQCAuLh4jBkz1uf7zZkzDw8++Bv34127dmD37h1YtOj3uOuu+9zvn5SUiKefXoING9a7AzQA6HQ6vPnmSiQmJgIAcnPHo6BgDzZt+oahd7DyqG6AwNBLRETUgUrpHF0N9fIGs9mMgoLduPnmW6FQKGGztY1c5+XNwOeff4qjRw9j6NBhvbpu2rQZ2LlzO9LS0r0Cb294hmQAKCjYAwCYM+cGr+OzZl2Nv/3tWezdu9sr9GZlZbsDLwAoFAqkpaWjsrLSr3Z1F0NvEOLqDURERF1TKaXITI4Y6Gb4pbFRD7vdjs8++wSfffaJz3P0ep1f1+l0DUhISPR5Tk/ExMR2aINEIulQBiESiRAbGwu9Xu91PCKiY1/JZDKYzf0zKY6hNwiJxVy9gYiIaDAID9dCIpHg2mvnYsGC23yek5SUDKPR2KvrACAyMgrV1VV+t9VzdSkA0GojYLfb0dDQ4BV8BUFAbW2tu2QiWDD0BiExV28gIiIaFJRKJcaPn4jCwpPIzMyCTCbzeV770Nvd6wAgL2863n33bRQU7MHEiZN9niOXO683m83dbvukSVPw0UfvY+PGDbj99rvdx7ds2Qyj0YhJk6Z0+7X6A0NvEBJ7rdM7gA0hIiKiPvfYY3/AokW/wqJFv8LNN9+KxMQkGI1GlJWVYtu2rVi69G2/rlu48E5s3rwRS5Ysxj333I+cnNEwm83Yv38fZsy4DBMmTIJKpUZiYhJ+/vlHTJo0BVqtFhERke7RYl8mT56KKVOm4a23lsFgMGDs2FycPn0K+fnLkZOTgzlzru+T71dvMfQGIdb0EhERDR7DhmUgP/9DrF79LlaseAsNDfXQaMKRlpaGvLwZfl/nXOFhJfLzl+Orr9Zg1aoVCA/XYtSoHMTG3uw+b8mSP+HNN1/DkiWPw2KxuNfp7YxIJMLzz/8d+fnLsWHDOrz/fj4iIiJx3XXX44kn/gi7XQKbzRGQ71EgiASBRaMXUlPT1G/vJZWKERWlxrZ9pXjhn/sAAM8+MAWp8Zp+awP5x9WHDQ2GoPpBp+5h/4U+9mHoYx+GvoHow7i48C7P4TbEQUjMkV4iIiKigGLoDUJcvYGIiIgosBh6g5CEqzcQERERBRRDbxASiTjSS0RERBRIDL1BiCO9RERERIHF0BuEuDkFERERUWAx9AYhr9UbWN5ARERE5DeG3iDkkXnh4BKFRERERH5j6A1CrOklIiIiCiyG3iAk5uoNRERERAHF0BuEOJGNiIiIKLAYeoMQd2QjIiIiCiyG3iDkWdNr50gvERERkd8YeoOQV00vQy8RERGR3xh6gxBreomIiIgCi6E3CLGml4iIiCiwpIF4kV27dmHPnj2oqamBxWLxeY5IJMLf/va3QLzdRY/r9BIREREFll+ht6mpCYsWLcLevXshdDEiydDbfd7r9A5gQ4iIiIguEn6F3pdeegl79uzBkCFDcOedd2Lo0KFQqVSBatug5ZF5uXoDERERUQD4FXq///57xMbG4pNPPkFkZGSAmkQikQhikQgOQWB5AxEREVEA+DWRrampCePHj2fg7QOuyWycyEZERETkP79C75AhQ1BfXx+otpAHcWvPcKSXiIiIyH9+hd57770Xhw4dwsmTJwPVHmrlWsGBoZeIiIjIf36F3ttuuw333Xcffv3rX+OLL75AVVVVoNoFg8GA5557DpdeeinGjh2L+fPn4+uvv+729d999x3uueceTJgwAePGjcP111+PTz75JGDt62uuFRxY3kBERETkP78mso0aNQoAIAgCnnrqqQueKxKJcOzYsW6/9qOPPorDhw9j8eLFGDp0KNavX4/HH38cDocDN9xwwwWvXb58OV599VXccccdeOihhyCTyXDmzBlYrdZuv/9Ac9X0cvUGIiIiIv/5FXqTkpIC1Q4vP/74I7Zt24aXX34Z8+bNAwDk5eWhvLwcL774IubOnQuJROLz2iNHjuDVV1/F448/jl//+tfu49OmTeuTtvYVjvQSERERBY7fS5b1hU2bNkGlUuG6667zOr5gwQIsXrwYBw8exIQJE3xe+89//hNyuRz33ntvn7Stv4hZ00tEREQUMH7V9PaVU6dOITMzE1KpdyYfMWKE+/nO7NmzB5mZmfj2229x7bXXYtSoUbj88svx97//vdMtkoORhOUNRERERAHj10ivL83NzRCJRFCr1b1+DZ1Oh9TU1A7HIyIi3M93pqqqCvX19Xjuuefw2GOPITMzEzt27MCKFStQUVGBl19+uUdtEYtF7lHXviaRiN23YQpn15itdkilQfm7Cfng2YcUeth/oY99GPrYh6EvWPswIKH3p59+wgcffIB9+/bBaDQCAMLCwjBp0iTcc889uPzyy3v8miJR50HzQs8JggCDwYBXXnkF119/PQBnPXBLSwvee+89/P73v8eQIUO63Y7oaPUF368vaLVh0GoUQHUzrHYBUVG9/wWCBoZWGzbQTSA/sP9CH/sw9LEPQ1+w9aHfoff555/H+++/D6F1wlV4eDgA525tP/30E7Zu3Yr77rsPTzzxRLdfMzIy0udorl6vB9A24tvZtTU1Nbj00ku9jl9++eV47733cPTo0R6F3vp6Q7+O9Gq1YWhsbIFc6nxPfZMZDQ2Gfnl/8p9nH9rtjoFuDvUQ+y/0sQ9DH/sw9A1EH3ZngNCv0Lthwwa89957iImJwcMPP4z58+e7Q29zczO+/PJLvPXWW3j//feRm5uLuXPndut1s7OzsX79ethsNq+63sLCQgBAVlZWp9eOGDECNTU1HY67QrlY3LOhdodD6PfJZHa7Ayq58+tubrHCZuMPfaix2x3stxDG/gt97MPQxz4MfcHWh34VW3z00UdQKBT48MMPcc8997gDLwBoNBrcfffd+OCDDyCXy/Hxxx93+3Vnz54No9GIjRs3eh1fs2YN4uPjkZub2+m111xzDQBnyYWnH3/8EWKxGGPHju12OwZSmNIZeo2m0FlbmIiIiChY+TXSe+LECeTl5WHYsGGdnjNs2DDk5eWhoKCg2687c+ZMzJgxA8888wyam5uRnp6Or7/+Glu3bsVLL73kXqP3ySefxNq1a7Fp0yakpKQAcC5r9sknn+DPf/4zGhoaMHz4cGzfvh0fffQR7rrrLvd5wU6tlAEAjGbbALeEiIiIKPT5FXqtVivCwrouUg4LC+vxbmjLli3Dq6++iqVLl0Kn0yEjI8NrchoAOBwO2O12d+kCAMhkMuTn5+OVV17BO++8A71ej5SUFCxevBi//OUve9SGgaRqHeltMdvhcAj9VldMREREdDESCULvt/y64YYbUF9fj++++67T8NvS0oLZs2cjOjoa69at63VDB0pNTVO/vZdUKkZUlBoNDQb8uL8MK78+DgBY+thl0ITJ+q0d1HuefRhMdUzUPey/0Mc+DH3sw9A3EH0YFxfe5Tl+1fRed911qKurwyOPPILS0tIOz5eUlOCRRx5BfX095syZ489bDTqu8gaAdb1ERERE/vKrvOHBBx/E5s2bsW3bNlx33XUYO3YsUlJSIBKJcP78eRw+fBh2ux1jxozBAw88EKg2Dwqu8gYAMJhY10tERETkD79Cr1KpxAcffIBXXnkFn3/+OQ4cOIADBw54PX/HHXfg8ccfh1Kp9Letg4pn6DUy9BIRERH5xe/NKdRqNf70pz/hD3/4A44ePYrq6moAQHx8PEaPHt2tiW7UkVd5A1dwICIiIvJLQLYhBtq2HabA8C5vYE0vERERkT/8mshGfUcuFUPSukwZyxuIiIiI/NOjkd7XX38dIpEId999NyIjI/H66693+1qRSITf/e53PW7gYCUSiaBWStFotDL0EhEREfmpV6F37ty57tArEonQnaV+GXp7TqWUtYZeljcQERER+aNHoff5558HAMTFxXk9pr7hquvlkmVERERE/ulR6L355psv+JgCSyGTAADMVvsAt4SIiIgotPk1ka28vBw6na7L8/R6PcrLy/15q0FJKnF2j93R652iiYiIiAh+ht5Zs2bhxRdf7PK8l156CbNnz/bnrQYl1+oNdjv3HiciIiLyh1+hVxCEbk1ic51LPSOVOEOvjSO9RERERH7pl3V6GxoauA1xL0hc5Q12hl4iIiIif/R4R7Y9e/Z4Pa6tre1wzMVms6G4uBhbt25FVlZW71o4iElZ3kBEREQUED0Ovffeey9EIpH78c8//4yff/650/MFQYBIJMIDDzzQuxYOYpLW8gZOZCMiIiLyT49D70033eQOvWvWrEF6ejomTJjg81yZTIb4+HhceeWVGD16tH8tHYRc5Q02jvQSERER+aXHofeFF15w31+zZg0mTJjATSr6iHv1Bo70EhEREfmlx6HX04kTJwLVDvJBypFeIiIiooDol9UbqHc40ktEREQUGH6N9LqUl5djy5YtOHv2LAwGg881eUUiEf72t78F4u0GjbaRXoZeIiIiIn/4HXpff/11vPXWW3A42j6Cd4Ve14Q31woODL090zbSy/IGIiIiIn/4FXo3bNiA119/HSkpKfjtb3+Lb775Btu3b8fKlStRWlqKDRs2YPfu3fjlL3+JK6+8MlBtHjTcS5ZxpJeIiIjIL36F3o8++ggymQzvv/8+UlJSsG/fPgDAjBkzAAB33HEHVq9ejZdeegmzZs3yv7WDjFTcuiObQ3CPlhMRERFRz/k1ke3kyZMYP348UlJSvI571vT+4he/wLBhw/DWW2/581aDkmukF+BkNiIiIiJ/+BV6LRYL4uLi3I8VCgUAoLGx0eu8ESNG4MiRI/681aDkmsgGsMSBiIiIyB9+hd64uDjU1NS4HyckJAAATp065XVeVVUV7Ha7P281KLkmsgGczEZERETkD79Cb3Z2Ns6cOeN+PGXKFAiCgKVLl8JgMABwTnbbu3cvhg8f7l9LByHP8gYuW0ZERETUe35NZLvyyivx/fffY/v27Zg+fTomTpyIqVOnYteuXZg6dSrUajUaGxshEomwaNGiQLV50HBNZANY00tERETkD79GeufPn48NGzYgJyfHfeyNN97AwoULERERAYPBgOHDh+PFF1/E5Zdf7ndjBxvvkV6WNxARERH1ll8jvXK5HBkZGV7HNBoNnn32WTz77LN+NYwACUd6iYiIiALCr5Fe6ltSjvQSERERBQRDbxDzWr2BE9mIiIiIeq1H5Q333Xdfr99IJBLhvffe6/X1g5HnOr02LllGRERE1Gs9Cr27d+/u9RtxC92e89qRjSO9RERERL3Wo9C7efPmvmoH+eC1ZBlreomIiIh6rUehNyUlpa/aQT54jfRy9QYiIiKiXuNEtiDmOZHNxtBLRERE1GsMvUHMcyIbyxuIiIiIes+vzSlGjRrV7XNFIhGOHTvmz9sNOl5LlnGkl4iIiKjX/Aq9SUlJPo8LgoCamhrYbDYAQHJysj9vM2hJPJcs40gvERERUa/5FXq///77Tp9zOBzYsWMH/vrXv2LkyJF45ZVX/HmrQYmbUxAREREFRp/V9IrFYsyYMQPLly/HDz/8gBUrVvTVW120vDenYOglIiIi6q0+n8iWlpaG3NxcfP755339Vhcd780pWN5ARERE1Fv9snpDWFgYKioq+uOtLipikQji1p3sbCxvICIiIuq1Pg+9ZWVl2Lt3L2JjY/v6rS5KrtFeu4MjvURERES95ddEtrVr13b6nMFgwNmzZ/HVV1+hubkZd911lz9vNWhJJSJYbZzIRkREROQPv0LvkiVLIBKJOn1eEJxB7aabbsKjjz7qz1sNWhKxGICdE9mIiIiI/OBX6P3d737XaeiVyWSIi4vD5MmTkZaW5s/bDGru8gZOZCMiIiLqNb9CL0dv+55U7Krp5UgvERERUW/1y+oN1HuuXdlY00tERETUe36N9Ho6ePAgCgoKUF1dDQCIj4/HhAkTMG7cuEC9xaDk2pXNxtUbiIiIiHrN79B78uRJPPnkkzh27BiAtslrrlrfUaNG4W9/+xtGjhzp71sNSs6JbBzpJSIiIvKHX6H3zJkzuPfee9HY2IikpCRcc801SElJgSAIqKiowMaNG3Hs2DHce++9+Ne//oXMzMxAtXvQkEo40ktERETkL79C76uvvorGxkY89NBD+P3vfw+p1Pvl/vu//xtLly7FO++8g3/84x9YtmyZX40djNpWb+BILxEREVFv+TWRbdeuXcjKysLjjz/eIfACgEQiwf/7f/8PWVlZ2LVrlz9vNWhJW8sbbFyyjIiIiKjX/Aq9VqsV2dnZXZ6XnZ0Nq9Xqz1sNWm3bEHOkl4iIiKi3/Aq9I0eORGlpaZfnlZaWciJbL0ndS5ZxpJeIiIiot/wKvb/97W9x+PBhfPbZZ52e8/nnn+Pw4cP47W9/689bDVoSbk5BRERE5De/JrKpVCrceeed+NOf/oQ1a9Zg7ty5SE5OBgCUl5djw4YN2LdvH+68806oVCrs2bPH6/rJkyf78/aDgmtzChsnshERERH1ml+h995774VIJIIgCCgoKMC+ffu8nnet2fvxxx/j448/7nD98ePH/Xn7QaFtG2KWNxARERH1ll+h96abbnJvQkF9wzWRjSO9RERERL3nV+h94YUXAtUO6oRMwiXLiIiIiPzl10Q26ntSqbOLrDbv0Huusglb9pfBarMPRLOIiIiIQopfI72ebDYbTpw4gerqaohEIsTFxWHkyJE+N62g7pNLJQAAi0foFQQBf17tnBRostgwZ+qQAWkbERERUajwO5FaLBYsXboU//rXv2AwGLyeU6vVuOOOO/Doo49CoVD4+1aDkszHSG9zS9tGH9/tPc/QS0RERNQFv0KvxWLB/fffjwMHDgAARowYgZSUFADOJctOnDiBlStXoqCgAO+99x7kcrnfDR5s5O7Q21bGUKs3ue9rwmT93iYiIiKiUONX6F29ejX279+PiRMn4n//9387bElcWFiIv/zlL9i7dy9Wr16Nhx56yK/GDkauml6bXYBDECAWiVCja3E/z9BLRERE1DW/JrKtX78e0dHRWL58eYfACwDZ2dl4++23ERUVhXXr1vnzVoOWa6QXaCtx8BzpVcol/d4mIiIiolDjV+gtKSnBlClToFarOz1HrVZjypQpKC0t9eetBi2Zj9DrOdJrtnL1BiIiIqKu+BV6JRIJTCZTl+eZTCZIJD0bkTQYDHjuuedw6aWXYuzYsZg/fz6+/vrrHrfx1VdfxYgRIzBv3rweXxsMXKs3AB4jvR6ht8XM0EtERETUFb9qerOzs7Fz506UlpYiLS3N5zmlpaXYuXMncnJyevTajz76KA4fPozFixdj6NChWL9+PR5//HE4HA7ccMMN3XqN48ePIz8/H7GxsT1672DiPdLrDLg1HuUNJout39tEREREFGr8Gum9/fbbYTKZcN9992HNmjWwWCzu5ywWC7744gvcd999MJvNuOOOO7r9uj/++CO2bduG//3f/8Udd9yBvLw8/PWvf8WMGTPw4osvwm7venTTZrPhiSeewO23346MjIxefX3BwDP0WmwOOBwC6rxCL0d6iYiIiLriV+i96aabsHDhQlRUVODJJ5/EuHHjcNlll+Hyyy/HuHHj8NRTT6GiogILFy7EjTfe2O3X3bRpE1QqFa677jqv4wsWLEB1dTUOHjzY5WssX74cer0e/+///b8ef13BpH15Q3mdAXaH4D7W0GTG+9+exPnq5oFoHhEREVFI8Hsb4meffRavvfYaJk6cCIlEgpqaGlRXV0MikWDSpEl47bXX8Oc//7lHr3nq1ClkZmZ22M1txIgR7ucvpKioCG+99RaeeeaZC06yCwXtJ7IdPlPX4Zwf9pfh/z7a15/NIiIiIgopAdkj+Nprr8W1114Lm80GnU4HAIiMjOz1FsQ6nQ6pqakdjkdERLif74zD4cCTTz6Ja665BjNnzuzV+3sSi0UQi0V+v053SCRir1sAUCrbvocOQcCRM/U+rzWYbO41fWng+OpDCh3sv9DHPgx97MPQF6x92KtU+uOPP+K7775DRUUF5HI5Ro4ciQULFiA1NTVgk8ZEos6D5oWeW7VqFc6dO4e33norIO2IjlZf8P36glYb5r5vbtt9GIJIjMJSHQAgPTEcJZVNXtdFRYX2qPbFxLMPKfSw/0If+zD0sQ9DX7D1YY9D7+LFi7FhwwYAgCA4a0u3bNmClStX4pVXXsGsWbP8blRkZKTP0Vy9Xg+gbcS3vfLycixduhSLFy+GTCZDY2MjAOekNofDgcbGRsjlciiVym63pb7e0K8jvVptGBobW2C3O9Nui9Hsfv5IUY27nnfyiLgOobehwdAv7aTO+epDCh3sv9DHPgx97MPQNxB92J2Bvx6F3n//+9/4+uuvIZVKceONNyInJwcGgwFbtmzBgQMH8D//8z/YsmULwsPDe91owLkU2vr162Gz2bxKJAoLCwEAWVlZPq8rLS2FyWTCc889h+eee67D85MnT8Z9992Hp556qtttcTgEODwmjvUHu90BW+uavJ4fDJwpd4Z4TZgMI9KiOlznuoYGnmcfUuhh/4U+9mHoYx+GvmDrwx6F3rVr10IsFmPFihWYNm2a+/hvfvMbPPHEE1i7di02btyIW265xa9GzZ49G59++ik2btyIuXPnuo+vWbMG8fHxyM3N9XndqFGj8P7773c4/re//Q1NTU14/vnnkZiY6Ffb+pvMY/WG0tYVGsZkRCNMwe2HiYiIiLqrR6G3sLAQubm5XoHX5Te/+Q3WrFnjHo31x8yZMzFjxgw888wzaG5uRnp6Or7++mts3boVL730knt3tyeffBJr167Fpk2bkJKSAq1Wi6lTp3Z4Pa1WC7vd7vO5YCeViCACIAAwmp0bUVySEYMwRUDmIBIRERENCj1KTq4A6ovreHNzYNaLXbZsGV599VUsXboUOp0OGRkZeOWVV3D99de7z3E4HLDb7e7a4ouRSCSCTCqGxePjgRHpUVDIONJLRERE1F09Cr2CIEAs9r38hOu4wxGY2g21Wo2nn34aTz/9dKfnvPDCC3jhhRe6fK0PPvggIG0aKO1Dr1ophdTHMiB2hwOSTvqHiIiIaDBjQgoBsnbr78qkYp8rSliswVMsTkRERBRMelwYunbtWqxdu9bncyKRqNPnRSIRjh071tO3I3iHXrlU3Om6wVabA2GK/moVERERUejocejtbf3sxVx329fkHis4yC9Qy2ux2fujOUREREQhp0eh98SJE33VDroAz+2F5bK2+7+el4MV69tGz61BtBYeERERUTBhTW8IkHuEXs91e6eNScT/3DXe/Zg1vURERES+MfSGAM/Qq2g3qc2z3IHlDURERES+MfSGAM/RXZmsXej1CMEWljcQERER+cTQGwK8V2/wnsgm8xjptbK8gYiIiMgn7mXbhdPl+n57L6lEjPBGM5qaTLDZ2wKsyWJz37fZHV5tajZa3fdLq5sQrpb1T2PJp876kEID+y/0sQ9DH/sw9A1EH8bFhXd5jkjgWmIXdMPiLwe6CURERER0Aetent/lOSxvICIiIqKLHkd6u7Dz4Pl+ey+pRIzwcGWHjwO2FJRh+9FKAMCE7DjMyUtvu0gQ8NwH+wAAsyemYurohH5rL3XUWR9SaGD/hT72YehjH4a+gejDvNzULs9hTW8XMpMj+u29pFIxoqLUaGgwwOaxEsORM/Xu+3GRyg5tUsgkMFvtCFfL+7W91FFnfUihgf0X+tiHoY99GPqCtQ8ZekOA5y5s7VdvAJyrO5itdli5Ti8RERF1g8MhwGZ3tP7peN/uEGC1OWC3O2Bzn9t2nt0uwNp62/5aqVSMeZdlQiMPripaht4QoPRYlkwqEXV4Xi4TAy3ckY2IiCiYCYIAe2uAtNpa/3jc9zru8Zyv47Z21/o67rrO7iO09nVxa7XOhN/fMrZv36SHGHpDgOc6vWJxx9Dr2rxi455ShKtkuH7a0P5qGhERUchyCII7MFqs9tZPTR2wWB0w2+ywWh2w2LyPW6x2WGyuW9d9V/C0dx5iW+9fbDOpJGIRpBIxpBIRJK23YQopZk9J7/rifsbQGwKkkrbQ2zHyeu/K9vmPZzA3bwhEIl9nEhERhRab3RkwTRZn+DRb7TBbPB5b7DC13rZ/7A6oNrszsLrCqivEBlG9aVdEIucgmEwidt5KxZBJJZBKRB7HJe7npBIRZBJxayAVQ9L6WCIRuY9JW++3Pdd6TCyGVNp2v8PzHq8p9pE3PGt6gwlDbxeCYXOKWn2L+359k7lDmxztfm3ceqgcKXGavm0s+cRF1UMb+y/0sQ8HlsMhuIOpxepw37fa2kZIXaOn7pFTW1sAtVjtztFRuwCzxQaL1fnRfLBoHzylnrdegdI7GHoFTHG7x17niyARe1/vuu/rk96+ZncIsDvsgK3rcz1xc4oQxc0piIiIiIIbN6cgIiIiIgJHersUDJtTFJY04N8/nAEAXDk+BdPHJrqfEwQBb645Al2zpcPrqcOkeGTBWK+aYOpbXFQ9tLH/Ql8o96EgCDBZ7Ggx29DiujXbYDLbYTTbYDLbnM9bbO6aVlddq7WPa1OlEhEUMgnkMgkUMgkUMrHzvtz1WAK5TOxx3/WcGHKp8zmZVAK5tOuP6YOpDx0eKy24J6XZBfcKCZ5LddnbLffV/rjd4fG8XYDN4eNah+cSYKEdz6aOTsR1U9K4OUUoCYbNKfQegTZKq/Bq01fbijsE3tuvGo5Pvi+CocWGhiYz8nISQf0jWBfkpu5h/4W+YOlDq82OJqMVTUYrmlusMJict80tVhhabO5jBtcxkw0Gk7VPZvZLJSKolDKoFFKolNK2W49jYQrn8TCFBEq587FSLnHf9ufgSXf60LN22Ow5ic3qXHGhbeUFz0ls9tZVFtpWXPA6ZvWe8Ga12UM6eErEImc9satGWCp2T0rzWm1B7KP+WHyB8z1eU+JVqyyGTOo8pgmTYUJOEvR6Y1D9W8rQGwI8fycW2hX0Hz5T1+H8tHgNYiOUqNWbsPNoFUMvEZGfzBY7mowWNLVYnbetgdZ1v9F9zHmO2RLYzYLCFFJowpxBVe0ZXBWy1gDrO8yqFFLIpOIBWdFHEATY7EKHUOpaXcHS7r7nqLUAEZoMZrSYbTBbO67e0Ncj2/6QtAZG9yoLrsluPibAuVdZkEqcKy1IRR2v8zrX933ntWL3ag2drarQX6TdGNEfCAy9IUBAW9BtP4u1RmfqcL7F5sDUnAR8veMcjpypR6PRAq1K3uftJCIKFYIgoMVsg95ggb7Zgkaj81ZvsKDR0HprtKC5NcwGamkrhUwCdZgUGqUM6jDnH02YM8g6b52PNWEyqMOkznOUUkjE/TfSarM73CUW7pIKsw0tFud9k9n52FVqYfK6b4fJYkOL2RlS268uNBBcoVIuFUPuo9xCLmt7Ttb6nNzjOVm76+RS1zHnOV4hdIBWWaDuYegNAZ4fr3iGXovVjkaDs7ThyvEp2LK/zH08b3Qivt5xDg5BwPbDlbhuavAtEk1EFGgmiw3ltc0oLdejXm/yDrHuWzP0BovfH12LRSJoVDKEq2QID5MhXCV33ve8DZNBo3KFWal7M6G+YrE663+NJpvHrdV523qsxSPImlzh1h1UbQPykb4rYCrlzlpgdZgMUrEIcmlbbbBCJoVC3lY3rPCoKVbK2+qN2wdUhlByYegNAZ7bC3v+Y1TX2DbKOyI90h16TRY7UmLVyEjW4kx5IzbsPIfLc5OhUrK7iSg02R0O6Jst0DVb0NBkhq7Z+aehyez1uMXc+7ICEQCNSoYItRxatRxalbw11LaG2DBXmHUeUymlAf8I2WZ3XDCwtt1afRyz9cukIbFI1Fr7K4FSIUWYXOpxv60OWCGXQOk52U3eMay6/ngG02Cpy6aLD1NQCLDY2v4Rt3ttWtEWepOiVe77Zqvz/FtnZuLFj/ejucWKTXtLMf/SYf3QWiKinmkx21DfaEJDsyvAWqBrDbMNrWG20WDp9SQvtVIKrVreFmZb70eoFW33Nc5AG6gyAkdr+YTn5LW2SWuek9qsaDa1PWcKcC2wJ7lUjDClM6R2mLAml0LZGmTDXEHWfY7EK9jKB6hGmMhfDL0hwHOk1zMAe4beuKgwyKRi9643ADBySBRGpkfiRIkOB4pqGXqJqN/ZHQ7omiyobzKhrtGE+kaz81ZvQl2jGfWNJhjNPdzuqZUmTIZIjQJR4QpEhcsRqVEgWqtEWlIExIIDGqUMWrUcMql/QdZZ/2tHU4vFa/Ka69ZXgO2LlRg6XYVBIUWYUgp1u+fC3OfIoFJI+ry0gijYMfSGAF2z2X3fMwDX6pzbE2vCZFDKpVDIJLDaHO6RXgAYmxGDEyU6lFQ1wWiyscSBiAKqxWxDrd4VaNsF20YTGprMPQ5/MqkYURoFIsOdgTZSI3c/doXcSI3cZ4jrzkfjrklsje0CrOtxs+fx1tUaAlnnqm4NqGqPCWsapet+6+oMSplXsFUr+74emOhixwQUAk6X6d33PQOta6Q3LlIJAFDIxGhuAcyWtn/oR6RHAQAEATh1Xofc4bH90WQiukjY7A7UN5lRo2tBra4FNToTavUtqGm939xi7dHrScQiRGsViNEqEd36J0brHKGNag25KoW0Vx+fW6x2NDSZUaU3o7RCj4YmM/StpRF615/WFRoCUfsqlYjdk9g8V2LQdLE6AydWEQ0Mht4gZ7U5cK6qyf3YM/RWNzhHemMiwgAAcpmkwzlDEjVQyCUwW+w4UdLQ49B7/FwDzlY2YuqoBERrlb3+OogoOAmCgCaj1Rli9a2hVucMtbV656htT5adClfJWoOsEtFaBaLDlYiJULqDrlYt79HkL0EQYDQ7N9rRtdb46pst3kG2dUUGfyaxAc4RZq1KBk27iWtatbzd6gzO+0q5hLWtRCGEoTfIlVQ1eX2s5lrwvL7RhJLWMDwkQQPAuf4jAHdNLwBIxGJkp0bi8Jk6bD1YgSsnpCI+MuyC72k0WbH088M4W9HoXpvyix/P4MYZQ3H99KEDuuA1EfWcIAhoarGiur4FVQ1GVDUYUVnfgup6I6p0LT3aSEGtlCI2MgxxkWGIi1AiLjIMsZFKxEaEISpc4f53qDtsdkfrqgvtJq61u+/PGrlhCgm0akXrxLW2SWtalXNCm2eQVcgYYokuZgy9Qc6ztAFoG8XdfbzavWXFlFEJANpCr+dILwDMzUvHkeI6GM02vPyv/bj/upHIGRrd6Xv+Z1cJCkt1XsfsDgFrthbjQFEdfjl3JFLjNH58VUTUF4wmmzPU1htR1dDSdr++pduTxaQSMWI9wmxcRBjiIlsfR4R1e16Aqyyi3qPet6FdmG0yWtGbSlmpRIxIjecqDK33NQpEaxVITYqA2OGAWiF1fwJGRMTQG+TKag0AnFtQuhYUB4Ddx6sAABnJWsS1jtwq5L5D74j0KFw/bSjWbz+LGp0JSz8/hKW/v6zDfwZ6gwX/3HgSe0/WuI/NGJuIyy5Jxiffn0JxRROKKxrx2r8P4fnf5PXrXuxE5OQQBNTqTaioNaC8zoCKWiMqW8Ntk7F79bVhCgkSolRIiFYhIap11Lb1T4Sm6/IDQRBgMNncE9fq9N6T1+oaTdA3W3ocaEUAwtXOSWtR4a0T2TTy1tu2iW0XqvnlGq9E1BmG3iDn2l9cLhWjxewsXbA72up8x2e11ej6qul1iQ5XuO9brA7sPFaFhKgw90Q3APjshyKvwPvMLycjPSEcAPDEPRPx9Y5z+PLnYtQ1mrD1YDmunJAawK+UiDzZ7A5UNbS0hds6IypqDaioN7r/XbgQuVSM+CgVEqPDkBCtQnxUGBKjVUiIUiFcJbvgx/juOl+PCWvtA66vf2e6ao9ropp7FQavcKtAhEbOX6aJqM8w9AY51wxjicT5H5TZ6lzz0jWvJD6qbVMKhcz5n4Xn6g0uB4tqvR6v/s8JAMCzD0xBarwG5bUGbDtc6X7+1/Ny3IEXcH6ceOOModh/qgYlVc349IfTUCllmJqTEICvkmjwstocqKgzoKzWgPLa1nBbZ0B1Q4vXtuO+iEUixEWFISlahYTWcJsQ5Ry9jQxXXHDE1my1o1Zv8lqVwTl5zXm/p6FWq5YjxmNVBtdtbOskNk3YhYM2EVFfY+gNcq5JbK7RD7PVjtrGFvfzUR4juL4mshVXNGLL/jIcPF3n8/UPnanD8XMN+HjzKQDOjxefeygPiR47vLmIRCLcflUWXvnkAMwWO1asO4ZhydouJ8YRkbMsoU5vwvmaZpyvMeB8dTPO1zSjqr6ly9URpBIxEqNVSI5VITlGjaRYNZJjVIiPUnW68YIgCGg0WtyT16ob2gJtja4FeoOl222XSkReYdZzNYaYCCWiwxVcQ5aIgh5Db5Czto70yjw+8qvVte3EFu0j9HqO0Hyy+RQKz3tPhvO09WA5qhraQvT0sYk+A6/LqCFR+J+7J+D5DwvgEAT8sK8MC68a3oOviOji19xiRZkr3NY0OwNuraHLVRKUcgmSY9VIimkNtzFqJMeqEBsR1unargaTFVX1bZPWqlsnsFXWt6ClBzudRWrk7slqrolrPanzJSIKdgy9Qc41EUPqMZpT07oTm1gkQqTmwqG3feC9fFwyfjpQ7n7sCrxyqRi/nT8GlwyP6bJNw1MiMCErDgWFNdh6qBxz8tIRrpL39EsjCnmCIEDXbMG5yiaUVDXhXFUTSqqaUddouuB1UokISTFqpMapkRqvQWqcBimxakSFK3yWAFisdlTWGFFZ335lhpZubw6hlEtaQ61noHXej9EqucoBEV30GHqDnM3RcaS3rnUntgiN3Gv0x3MimyC0lUW46oLnXzrMfdyTWCTCL+aMxLis7m9cMWtiKgoKa2Aw2fDCP/fhiXsmQhMm6+FXRxQ6HIKAmoYWnPMItyVVTV2umBAboXSG2jg10uI1SInTICEqzOeELYPJiopaY+vEtbb63lqdqVsrIchlYndNb08nrxERXewYeoOczeb8r86zbq+h2QwAiNYqvM51LVkmCM4JcDa74A68d1+djVkTU1FVb8T67efcNYSjh0bhkQWXuK/trpFDonDdlHR8s7sEFXVG/GfXOdx2Bcsc6OLgEARU1BlwprwRZ1tHcUurm91LBvoilYiRGqdGekI4hiRokBYfjpQ4NcIU3v/MukaHncuNtQXb8jojGrtRZyuViBDvCrZRKsRHhyGxdfmxSI2cwZaIqBMMvUHOFVo9Q6+u2fkfY3S497bArtUbAOcqDwZT2whUTOsWwgnRKjz30FS8/81JHD/XgCajtceB1+W2KzNRWW/EgaJabNlXhrl5Q6BWcrSXQk9DkxlnyhudI7jVzThV2nDBLW3DFBKkxYcjPUGDIQnhSE8IR1KMqsPordFkRWGpDmW1ztresupmlNUaYDB1XWurCZMhKUaFpBi1122MVtlpfS8REXWOoTfIuSayyT1Cr2s0yHPlBgBegfNocb076AJAuLrtuYQoFYYkhuP4uQbnzkjNZq/a4O4SiUSYN30oDhTVwmSxY9WGE3j4ptGQiLnOJgUvo8mK4somFJc3oriiEWcqGqFv7nyENVwlw5DEcHe4TU/QIC4yzGtil9XmQHmtAWWuiWs1BpTVNqO+0dxle2K0CiTFqJHonrymQlKsGlrWyRMRBRRDb5Cz+wi9rokr0Vrvkd5RQ6IQG6FErd6Ej78rxB2zstzPtf8P1PW4yWjF469vw8M3jcHkkfE9bl9GshZTRsVj9/Fq7Cuswaffn8ads7O6vpCoHzgcAspqDSg6r0NRmR5nKppQVW/s9HylXIKstCikxasxNCEcw5K0iNZ6Ty5rNFpw7Gy9u6a3tLp7y45FhSuQEqd2T1pLiVMjMVoFpZz/DBMR9Qf+axvkrK3r9Mp8zKyObjfSK5dJcNfV2Vj62SE0Gq04U9Hofq596I3QeD/+9PuiXoVeAHjw+lFoNFhwokSHTXtLMT4rFiOHRHV9IVGAmSw2FJc34lSZHkXn9Thdru+0TEEiFiE1XoNhSVoMSwpHRpIWaQnhiInRoKHBAGvr5g37CmvcAbekuhkNTRcevQ1TSJ2rMrROXnPdsvSHiGhgMfQGOdeSZQofoTfOx6YQGcla933Xf85ymbhD3a5W7R16/Zn7IpNK8NCNo/Gnd3fBYLJh2ReH8f8W5mJ4SkTvX5SoG+obTSgq0+PUeWfILa1u7nTENT4yDBkpWgxL0iIjSYv0BI17QwWHQ0B5nQE7jlSiUmdC4bl6nKtsgvEC69yKRSIkxaqQ7lpyLE6D1LjOlx0jIqKBxdAb5FwT2bobejVKGUQi5woOrtpfX7WBEe1Cr7/r7EZqFHjg+lF4c80RtJhtePlfB/DoLWORMzTar9clchEEARV1RpwsaUDheT2KzutQ10nNrEQswtDEcAxPjcDwlEgMT9EiorVuXRAE1OhasK+wFsUVjThb0YizVU2wWDtu3+0il4mRFqdx1/SmJ4QjJVbNtW2JiEIIQ2+Qc21D3H6kVq2UQqXs2H1isQjhYTI0Gq3u2l9fgbb9SG93lkrqyvisOPzu5rF4c+1hmK12vPzJAVw3JR03XTaMW5RSj3mG3BMlOpwsaUBjJ2viasJkGJ4SgcwULbJSIzE0MdwdSPXNZhRXNOFMRRnOVjgnr11o9YRwlRzpCRqkxWucATc+HInRKq6YQEQU4hh6u3C6vPMtfANNKhEjvNGMpiYTbHYHHA7B/VFto8F7REurknfaNqVcikajFRV1zgk7EnHHr0MQBESo5dC3hl1dsxmny3T+1TnAuUrEwquG4/MfTsNsdeA/u0qw63gVZoxJwuhh0ZBILu7g0L4PqQcEAbV6M85VNuJcVTPOVTbC2Ek9bnS4AmnxGqTGO8NpjFYBiETuVRR2H69CWa0B5bWGC24eoZRLnFv+xqrdO6SlJGrR3Gx291+LxYbiysZOX4OCC38GQx/7MPQNRB/GxYV3eY5I8LVFF7ndsPjLgW4CEREREV3Aupfnd3kOF1QlIiIiooseR3q7sPPg+X57L6lEjPBwpfvjgOYWK1779yEAwE2XDcPmglI0GZ21iHPz0jE+O87n63y5tRhHiuvdjx+6cTTiIpU+z62sM2Ll18cBAPdcnY0hSV1/PNBTgiDg1Hk9dhypxPkag/u4WASMy47D7AmpkMkujt+/2vfhYGe3CyiracaZiiYUV+hRXut7jdyocAWGJYYjvXUTCI1KBqvNgfM1zSipakZpVRPKag3uGvf2lHKJe3mw1Dg1kns5yYz9F/rYh6GPfRgYgiDA4RBgby2VtDucj9uOoe2+67jnNa3XeT7u7LjrsUNwbuMulYhx2bgUhMnE/daHebmpXZ7Dmt4uZCb337JbUqkYUVFqNDQYYLM5UKc3uZ9LidVALpUCcIbeUUOjO22b505t//uLSRiSqPV5HgCvXdvUYbI++3qHp0RiztQhKDqvx392ncOBU7VwCMC+kzUoqWzC3LwhuHxcstcuV6GofR8ORtW6Fhw+XYfDZ+pwskQHs7VjXa4mTIZRQ6KQMzQKo4dGIzYyDC1mG4rK9DhZokNhqQ7FFY2wO3yH3KQYFTJTIjC89U9ijCogf3fYf6GPfRj6grUPHYIAu90Bq02AzeGA3S7AZne0/vG+b/dxzOt5hwNWmwN2h9DhebtdgNXe9vp2h/P17A4BNocAu11wt8XeGjw7PO8xJ2igWO0Cfn/L2KDqQ4beIOb525FMKvKaYxYX4XvkFnD+luzS1YzzcJUMIgACnFsXTxwR53V9oA1PjcCjqZegst6Iz344jX2FNajVm/D+tydRVKbH3VdnI0zBv5ahxGpzoPC8DodP1+HQ6TpU+tjxTCoRISs10hlyh0UjPSEcJrMNhaV6bN53HoWlOpyr9L3GrlQiQkZyBLJSI1pXaIiAJowbPRANFg5BgM3mgNXuDIpef+wO38+5H9u9HtvsQtsxz+s9HreFTs8wOvAhMthIxCJIJCJIxGLnfbEI4tZbpVyCq6ekD3QTO2C6CGJWj9AraRdEo8I7D70Sj6Db2UhZ27lihCmkMJpt+PlwBewOAb++IaeXLe6+xGgVfnfzGOw5UY2vtp1Fea0B249U4tDpOvxq3ihckhnb522g3qtvNOHQmTocPl2HY2cbfI7mpsSpMXZYDHKGRiErLRKCIKCwVIedR6uwesMJlFY3w9ffTrlUjMyUCIxIi8SI9EhkJGu55B1REBFaPyq3WO0wWx2w2OywWh0w2+ywWJ1B02J1wGx1hkuL1Q5z6637seu81scWj+etraOWrsedlTWFKrFIBKlUBKlYDKlEBKlUDKlYDIlEBKlE3PrHeV8icZ7nCpiuUClpPV8iFrmvFYtE7mOu56ViESQScefPuYKqpC24SiTiTp+TtobcrgbUPEfrgwlDbxCze/ygyyRi92+ZUokIMmnno7Ge/zxYfISR9mRSMdC6ItqOo5X9EnoBQCQSYcqoBIzNiMGKdcdwoKgWzS1WLPv8MG69IhOzJ6VCIr44an1DnUMQcLaiCftP1eBAUS3Kajr+Q6aQSZAzNApjM2NwSUYMtGo5zlY04djZeqzffhany32XKyjkEmSltobctCgMTQrv008biAYDQRDcwdNktcNsscPcemuy2GHxddxqh9lig7n1Os8w6gqzrvAaKoOeMqkYMonYeev64/FYKvE+LpV6h07XfUm7gNrheYnz+rbg2va8RCJyvnY3AyP1HYbeIOY50iuViN0huKtA4Dk3sdHQ+RqlLpNGxGPzvrYJeyaLDUp5//3VCFNI8ftbL8GRM3V468ujaDHb8Mn3Rdh7ohoP3zQG0drOR7Wp71htDpwoacD+U7XYf6oG+uaOG5gkxagwNiMGl2TGYHhKBGp0LTh2tgEffHsSJ0p1MFs6/tKllEtaR3GjMCI9EukJGv5yQ4Oe3eGAyWJHi9kGk9kZTFssNufj1uNtwbRdUHUdaz1ustphsdh9fpIyEEQA5DIJZFIxFDIx5DIJ5FIJZDIxFFKx+zn3MZkE4RoF7DY7JGKRO4z6Dq+SDmFW6r4VcUtw8sLQG8Q8i7+lEpG7xlfSxW+JNo/RtPom39u0erpzdhbio8Lw8eZTAICq+hYMSQz8Kg5dGZMRgyfunoCVG47jXGUTTpc34plVe/DrG3IwNiOm39szGBlNVhw6U4f9hbU4fKYOpnahVSoRYeSQKORmxmJsZgxUCimOFNdh2+FKrFh3zL3ZiSeJWITMZC1yhkYjZ2g0R3LpomK1OWA0O8OpK6CazLbWwGqHyeetDS2t57nC7YW2we5LYpEICrkESrkEcpkESpkECrkEcpkYCqnzti2wSiCXukJr663rOWm782St17aG0J6Ez2CdyEahj6E3iNnajfRaWn/4u5ql7jm6VtXge4koT2KxCOOzY9tCb4NxQEIvAKTGa/Cn+ybhq23FWLftLJpbrHj104O4cnwKbrsys19HoAeL+kYT9p+qxYFTNThRoutQghCmkCI3MwbjsmIxelg0anQtOHS6DivWHcWZ8kafH3OmxmmQM9S5OkN2WiT7jYKW3eFAi9kOo8kKo9kGg8mGFpMNRrMNRpMNhtbjrmMGkxXG1vstJpv73+W+JhI5d9tUyMRQyKXOcNp633krgVImhVwubg2u3sfd58qd1zlfS8LRUBpU+D9REGtfvG91/ePaxb9PBlNbSUOVj5n0vkRrlZBKnOvpdfeaviIWi3DTZRkYnhKB5euOobnFii37y3CkuA4PXp+D7LTIAW3fxaBW14I9J6ux53g1zlY2dXg+KlyB8VmxGJ8dh9Q4NU6WOFdn+GhTIRp9bOsboZE7J60Ni8KoIdGIUMv748sgcjNb7TC0WGGy2lFSa0RlTRMamy1obrGiucUKg8kKQ4vNHW5dobb9pxmBJpeKoVRIoZRLECaXIkwhgdJ163W89b5CijC5x3MKKcLkUshlPRstJaKOGHqDmOdIr2eQ7Wo/EaPJ5r5fVd/SrfcSi0RIiApDWa0BlfVGfPlzMWRSMeZMTR+wf2jHZMTgr7+aive/PYl9hTWo0Znwf//ch6snp+HmyzOg6MXmA4NZra4Fe0/WYM+JKhRXdAy6qXFqjMuKw/isGIhEIhw+U48vfy7G6TJ9h9FcsUiE4SlajM2MwdiMGKTFa/gfMgWEwyGg2WRFs7EtrDa3OAOr92Mrmlts7sfWPhhxlYhFCFNIoVZKoVJKoVJIEaaUQdXhmPNW2RpePUMrS3mIggdDbxDznMjmObrW1eYmBo/QW99ogtVm79aST5EaBcpqDdh/qtY9+jEsSYtRQ6J62PLA0arl+N3NY7DzWBX+ubEQRrMNG/eUYu/Jaiy8cjgmj4xn2LqAWn0L9p6owZ4T1SiuaOzwfGaKFhOz45GbGY2GZgv2F9bijTVHUN/YsRY8Qi3H2IwYjM2MweihUVApuVYudc0hCDCabGgyWtBosKDJaEWT0XnbaOz4uLnFGtCVAeRSMdRhMqiVMmjCpFArZe6QqlI6H3sGV89jHF0lurgw9AYxzwL+JmNbCLF3kXqNnqPCAKobWpASp+ny/crrnMtQeX7c99LH+5GRrMWvb8hBQpSqu00PKJFIhGmjEzEyPQrvfXMCh07Xob7RjLe/PIot+8pw19XZSIvv+usbLPQGC3Yfr8KuY1U4U+4j6CZrMXlkPMZmxqCsxoD9p2qwfvtZGM02r/NEIiAzJQKXZLSO5iZoQn7HPAoMm92BRoMFeoMFumYz9AYLmgy+g2yT0RqQRf3FIhHUYVJowmRQh8mgUcrcjz2PaTVyJCdo4bDaoGydUEVEBDD0BjXPVRgMLW1B1GJzQBAEnyMQQuuoiqfK+q5Db0lVExo6WenhTHkj3v/mJP77zvE9aX7ARYUr8Nitl2D/qVr8a/Mp1OpNOFmqwzOrduOK8Sm4+bKMQbtTV4vZhn2FNdh5rArHztZ3GCnLTNZi0sh4jEyLxLnqZuwvrMFnP57psCe6Qi7BJRkxGJ/lXJ1BzdHcQUMQBLSY7dAbzNA3W6AzmNHYbIHOYIG+2eI83nq/uaXrpRC7opBLoFXJoFXJEa6SI1wlQ7hKDm3rrUblHWbDFJJujbpy5j8RdYahN4h5/oNtaPFeCsruECCVdPwPwGy1u2ffi0SAIADnqhoxcUScz/fQNZtRcLIGG3aeu2Bbjp9rwN4T1ZBIRBieEoFw1cBMVBKJRJiQHYcxw6Lx7e4SfL3zHCxWB7bsK8PuY1VYcHkGZo5LGRSLf1ttDhw5U4cdx6pwsKi2Q03jkMRwTB2VgGFJ4SiuaMK+whp8+n1Rh7U7tWq5c9JaVhxGDYm64MYnFJrMFjsams1oaDQ5b5ucf1zhVt/sLD3wZyUCuVTsDK1qmTvEdgi0ahnCw5yPOQJLRP2NoTeIuUbhpBIRmtqNrFisdp8TJDxHeZNj1CirNeC7vecxa2Kazxn1Sz875DV7PyNZ6/MjcQB4c+0RAEB2agT+5+4JA1rrJpdJcMOMYZgxNgmfbinC7uPVMJhs+GBjIbbsL8fdV2dhRPrA1SL3FUEQcKaiEdsPV2L38Sqv+m0AiI8MQ97oBGSmROBsZRO2H6nEp1uKOrxOQlQYJmTHYXx2HDKStSxbCFHO0Vkb6pvagqzzj8l9TNdk7vD3pLtEAMLVckSo5YjQOG8jNQpoW289j3NZOiIKdvxXKohZ3aFXjKZ2y0RZbA74qrB11eUCwJUTUvDhxkKYLHZ8u6sEC68a7nVuQ5PZK/BeOyUNC68cjqdX7EJFvRGxEUpclpuMpGgV3v36mHvx9MLzejz4f1swPCUCf7xr/IDOTo7WKvHb+WNw5fgGfPTdKZRWN+N8TTP+76P9mDIqHguvHH5R7OhW32jCjqOV2Ha4EpXtlpTTqmSYMioB2emRqKo3Ys/xany17WyH1xiWpMWEbOeIblKMihN0QoDVZkddoxl1ehPqGk2o1ZtQ32hCQ5O5NdSaerWpgVQiQqRG4QyuGleoVbSGWjki1M7j4SoZd8sjoosGQ28Qs3mE3sZ2O135+hhSEASs3VoMAFArpZg2OhH7C2tw9GwDzviYuX+ipMF9/8l7JmJ4agQAYOb4FHfN7KQRcUiKUSMpVo3NBefxw/4y9zVFZXocO1uPSzJj/f9i/TQiPQr/+4vJ+PFgOdb8dAbNLVbsPl6NA6dqMXfaEFw3JT3kPk612uzYV1iLnw+V49jZBq+yBLlUjAkj4jB6aDT0zWbsOVmD7wrOe10vAjAiPRKTRsZjfFYcosIV/dp+6lqL2YY6vQm1jSZ3sK3TO8NtXaOpw899dyjkEkSHKxDl9UeJqHAFosMViAxXIDxMxl96iGjQYegNYq7NKaQSEZqM3v/5Wa0dF1Q/dV7vLk24YfpQhCmkSInT4OjZBlR4jADb7A688cVhHDxdB8C5sUBmitb9/NScBHzy/SkIArDnRDVunDEMKbFq3HftCJRWN+F0WVuA/se/D2H2pFTcfFkGwhQD+9dJLBbhyvEpmDwyHl9uLcb3+8/DYnNg7dZi/HyoArdfNRwTsuOC/j/7c5VN2HqoHDuPVnVYUWFEWiQmjoiD3SFg74lqrDx63Ot5EYCs1AhMHpWAiSPiEKlh0B1IFqsdNXoTanQtqGloQY2uxSvYtu/froQppIjRKhCtVbYFWo0CUVpnsI0OVwz4zyERUbDiv45BzDWRTSoRQ99uxMfXLkI1uraNKKaPTQIAJMeqAQBNrQu9a8JkOHGuwR14AWBkepRXEIxQyzEiLRInSnTu0Oty02UZeOWTA16rA3y39zxazDZMH52INT8X47op6bDaHEiKUSE9of+3M9aEyXD3NdmYOS4ZH31XiBMlOtTqTXhjzRGMGhKFu2ZndWsJt/7UYrZh59FK/HigHCXVzV7PxUYoMW10ImIilDhypg6fbinqsFvf8JQITB4Zj0kj4zmi248EQUBzixXVHqHWfV9v6nRFlM5oVTLERCgRo1V2uI2NUHJtZCIiPwRt6DUYDPjHP/6B//znP9Dr9cjIyMBDDz2E66+//oLXbdy4Ed988w0OHz6MqqoqxMbGYvz48Xj00UcxdOjQ/ml8gLjKGyQSUYeZ+XWNJmSmRHgdc9X9ikUiqJTOrk2OUbufP1nSgPFZcdh/qtbruksyYjq89+RRCThRokNZjQGrNhzHvdeOgFQixuih0fjHo5eipLoZL//rgPv8bYed9aYA8Pr5wwCcH8E/fvu4Ads2ODVeg/++czwKTtbgk+9Poa7RjOPnGvC/+Xtw1YQU3HjpsAFf4uxcZRN+OFCGnUerYPYYvZdKxJg0Ig7ZaREorzPixwNlHbb/TY3TYPqYREweGY+YiNCvWw5WgiBA12xBVb0RlQ1G1DR4BtsWtJi7t42tCEBkuAKxEd6BNrb1Nlqr5C6DRER9KGhD76OPPorDhw9j8eLFGDp0KNavX4/HH38cDocDN9xwQ6fXrVixArGxsfjtb3+LtLQ0VFRU4J133sHNN9+MTz/9FFlZWf34VfjHNZHNc2a9WCyCwyGgqqHj9sKutTM1YVL3NUmxbdPd3lhzBCPTI1HaOpIYF6nEDdOHYerohA6vNTE7Dp//cBpGsw1bD1VAq5bjlpmZAIBwlRyjh0bjhulDcKCozv167VlsDrzwz31IiArDpJHxuHHG0G7tDBdIIpEIk1o3YvhmVwk27DwHq82B7wrOY9uRClw7JR1XT0rr14+EzVY7dh+rwg8HyjvskpYWr8GUUfFwCAL2HHeuu+tJq5Ihb3Qipo9JHJBR9ItZi9mGmmoTmoobcLqkHuW1BlTVt6CywQizj09WfJFKxIiLVCI+MgxxUWHO28gwxEeFITZC2e9//4mIqE1Qht4ff/wR27Ztw8svv4x58+YBAPLy8lBeXo4XX3wRc+fOhUTi+z+Pt99+GzEx3iOXeXl5mDVrFlavXo3nnnuuz9sfKHZ7x12MojRy1DWaUeMz9DpLIDQea+i231zgRInOff/myzOQl5Po8721ajn+5+4JeOOLw6jWteDrHeegVsowakgULDY71m0/iyNn6rv1dVQ1OK/XNZlx9eQ0pMVr+r2uViGTYP6lwzBjbCI+3XIae09Uo8Vsx9qtxdhccB7XTxuKK8cn92koKatpxg8HyrH9SCVaPGo5ZVLnqG5ijApF5/VY81Ox1w5WUokI44bHYvrYJIwZFj2gq2WEOrvDgRqdCRV1rYG23ojKeiOq6o0dSog6owmTIT7KGWbjIl3BVon4KBUiNHIu/0ZEFKSCMvRu2rQJKpUK1113ndfxBQsWYPHixTh48CAmTJjg89r2gRcAEhISkJCQgMrKyj5pb1+x+thuOC4yDHWNZlQ3GDs85ypvaP+RfWyEErV6k9ex+Mgw5Hax6kJavAYP3zQGf169BwB8rvfqev3Zk9Jw4FSNV6iWSkS4ftpQ7DhaieqGFmw7UoltRypx/bQh7lHj/hYbEYZFN43BmfJGfPHTaRw724AmoxX/2nwKG/eU4MYZzmAcqGWarDYHCk5W44f9ZSg8r/d6LjE6DGMzYmA027C/sBY7jnqP6mYkazFjTCImj0oY8DKMUGOzO1Cja0FZjQHldQaU1zr/VNYbO9RD+yKXiZEYpUJijAoJUSokRrvuh7GulogoRAVl6D116hQyMzMhlXo3b8SIEe7nOwu9vpSWlqK8vByzZ88OaDv7mq8tNJNi1DhRokOVrvPyhvB2AenGGcOw+j8ncMX4ZACAViXHlRNSuvWR/pDEcFwxPsVrqTLAOTp57ZR0XDrWOcFKIhbjmslp+GhToXvpLJtdwDe7S3DLzAys/ekMjK21jxt2nMPI9CgMT40YsBrGjGQt/nDHeBw/W4/PfjyD4opG1Deasfo/J/DNrhLcfHkGJo6I6/WoXZ3ehI17SrD1YIXXlq0SsQhjM2IQrpKhsFSHTXu9lxmL1iowrbV8IcmjHpt8s9kdqKo3orzOiPJaA8pqDahoDbd2x4XDrVgkQmykEonRrcE2RoWUWDVGZsZCZLf7/KSFiIhCV1CGXp1Oh9TU1A7HIyIi3M93l81mw5NPPgmVSoVf/OIXPW6LWCzqty1tJa0fW7tuXf9puz7qlkvFSIlzBiF9swV2hwCFvC00usKVVi2H1GMr2SsmpODS3KRefyz+wPWjcOfsLJitdpRUNcFssSMzJcLnpg93X5uNrLRI/LC/DMfPNcBsseOjTaeQnRaJ2Aglth+phADg5U8OIDMlAn+6f9KAbhk8dngsxmTGYF9hDT774TTKapyB6a21RzAkMRy3XZmJsRkx3SrHEAQBZ8ob8d26Y9h+qMKrRCEuQolhyVroms04UOQ9kVAuE2PyyHhcekkyRg2N4sfjPgiCgLpGM0qrmlBa3YyS6macr25GVTfCrUwiRlKsCsmxaqTGaZAc61x3OiEqrMPPhEQihlYbhsbGFohEvd+SlwZO+39HKfSwD0NfsPZhUIZeABcMGd2tBxUEAU899RQKCgqwdOlSJCUl9bgd0dHqfq8/1WrDAADW1pEmEZzvHxcVhsz0aPd5JgeQGNU2GujaajQ2WoWoqMCOEro29B2WFn3B8wBg7mXhmDkpHX//ZwEOn66F2WJHYakOZyvEiNQooGt2LuN0ukyPjXvP445rRgz42rmz8zS4cspQ/LjvPD769gSq6o04V9mEv398AKMzYnDf3FHIGdaxdAZwjjZuO1iOr7aeRqFHeYdIBIzNjIVKKcPh07XYfbza67pLhsfiyolpmH5JEj8y92Ay21BS1YTicj3OljeiuKIRZysaYWi3FXd7cpkEaQkapCWEIz0h3HmbGI6EaDUkPfzFyvUzSKGLfRj62IehL9j6MChDb2RkpM/RXL3eWRPpGvG9EFfg/eqrr/DCCy/0urShvt7QryO9rlEmu92B+kZnHa5rubJIjQJqedtvTUXn6hChdI70OhyCewMLqQhoaDBgoP3+lrGw2hz4aFMhNhc4N4qwNHuvW/rRxpP46cB5/PbGMUhPHPjVCMZnRmPsb/Lww/4yfPlzMfTNFhw9U4f/ef1n5A6PxW1XZrpXTTCYrNiyrwyb9pR6rceqlEswckgUmlusONRuVDchKgyXXpKEGWOTEBvp/MfA3GKBuaXnO2+FOkEQ0NBkxrnKJpRUNaGkuhmlVc7R2wuN3UolIiTHqpEWr0FKnAYpcWqkxKoRGxHm82e1Ud+x/r0z7X8GKfSwD0Mf+zD0DUQfdmewLyhDb3Z2NtavXw+bzeZV11tYWAgAXS475gq8X3zxBZ577jnMnz+/121xOAQ4uvj4NNDsdgdsNgf0BmeQcq3fGh2ugEbZ9v3QN1vcdb/NLVb3hhEqhdRnPfBAEAG4++psjBoShR1HK3HgVG2Hj6PPVxvw9Lu7MCwpHJnJEbh6chriIgf2t8MrxqVgWk4iNu87j//sPAeDyYaDRbU4WFSLsRnR0Chl2FdU67WUVYxWiZQ4NUqrm3HAYy1kiViE8dlxuGp8CkakR7pHtYOlj/qDIAiobzTjXFUTzlY24VxlE85VNnZYe7i9CI0cafEapMVpkBavQWq8BonRKp+lOoH8WXX9DFLoYh+GPvZh6Au2PgzK0Dt79mx8+umn2LhxI+bOnes+vmbNGsTHxyM3N7fTawVBwNNPP40vvvgCzz77LG655Zb+aHLAmS12WKzOvygtFmfZQkzr4vUSsQh2h+D1ca/nZKlwVfB9VD4hOw4TsuNQVmvA9wXnoTdYcPRsvVdoLK5oQnFFE346VI5xw2MxNiMGU0YlQCYdmJoghVyCuXlDcMW4ZPxnVwk27i6F1e7A4XZLtaXGqaGQSVBc0YS6xrZVMqLCFZg5LhmX5yYPqu2ABUFAnd7kDLdVzoB7trLJ6+9oe56jt66AmxKvgdZj+T0iIiJ/BGXonTlzJmbMmIFnnnkGzc3NSE9Px9dff42tW7fipZdecq/R++STT2Lt2rXYtGkTUlJSAAB//etf8dlnn+GWW25BdnY2Dhw44H5duVyOnJycgfiSekxvbPu42zWLPCZCCZFIBLVSikaj1V3DCwDNHiNmmrDgDQopsWrce61zFQ6jyYbdx6uw81glCkvblvOyWB3Yfbwau49XY/32s5iTNwRjhkX7nDjX1xwOAcfP6XCyROdzCTkAOF/jXUoyPjsOl+c619QN1NJnwUxvsOBMuR5nyp21t+eqmi8YcOUyMdLjwzEkMRxDE8MxJCEciTG+R2+JiIgCJShDLwAsW7YMr776KpYuXQqdToeMjAy88sorXtsQOxwO2O12CB6z5Lds2QIA+Pzzz/H55597vWZKSgq+//77/vkC/NTkY6F8V+hTKWWtobctWDR51IRqgnCk1xeVUoorxqfgivEpOFvZiK9+PtthZYOqhhas/s8JSCUiPHzTGORmxvZLjbVDELDjSCXWbT+Lao+NQJRyCeIjw1BWa+hQppGRrMW9147ApDHJaGgwBNVHOoFitdlxrrLZGXIrGnG6rNFrdLs9hUyC9ARNW8BN1CIpWjWgK3YQEdHgJBI8EyN1UFPT1G/vJZWKERWlRkODAXuOV2HZ54e9nn/hN3mIj1Lhuff34nR5IyaNjMeim8YAALYeLMeq/5wAALzx/y7v1211A2l/YQ3WbC3G+RrfWxurlVL8Ys5ITBwR3yfvb7U5sPNoJb7ZXYKKurYJUJowGbRqOSpqDV6TrMIUUq/d1eQyMeZMG4YrxyWF/EfzguDc7to1inumvBGl1c2dLhGmkEk8wq3zNiEqtAKu58/gxfhLy2DAPgx97MPQNxB9GBfX9WT40ExGg0Bju5FeEYCocOdIr7p18wnPmt6yWudH7HKZGEr5wGz4EAjjs+MwPjsO5yqb8O2eEuw6WuUVMg0mG95YcwQJUWGYmpOAK8anBKRe1myxY8v+MmzcUwJdc9v3PkIth1QiRl2jyf2RvVgkwoTsWMyelIas1AicrWzClz8X49DpOlisDnz502ms//kMZoxNwpy8dCREqfxuX3+w2hw4V9mEU+d1OHVej1PndV4lNJ5EAJJj1RiWrEVGshYZSVqkxKkHRTkHERGFJobeIOWa1S4Wi+BwCNBq5O4JXarWFRyMrYFEEATsP1UDABg9NHrA17wNhCGJ4XjohtG4Y1YWis7rsXFPCU6V6t0BuKqhBV9tO4uvd5zDxBFxyM2MRd7ohB5/7WarHVv2leGbXee8VhIIV8lgtwvQe/zyoVZKcfm4ZFw1PhUxEW31xcOStPiv23JRUtWEDbtKsOd4FewOAT8dLMfWQ+WYOioBc/OGIDVe49f3JNCMJiuKyvTOgFuqw5mKJtg6qVvWqmTISI5wBtxkLYYlaUP20wQiIhqc+L9WkHLV9EolIlgcgtdoprp1IwNXTW9ZrQE1Omdd5fisuH5uad/SquTulR/MFju2H6nAf3aVoFbv/HrtDsE96W1TQSkmjYjHleO73mLZYrXjhwPl2LDznNeoemS4HC0mO5o8AnBitApXT07D9NGJXjvgtZeeEI5HFoyFwToaH31zHNsPV8LuELDzWBV2HqtCbmYM5uQNQVZqxID8YlKnN3mN4pbVGHyuhysSAenx4chKjUBmSgQyk7XuSZREREShiqE3SDW2rt7g2klKE9Y2OU3dOtLr+uj5YOvkL5EIyB3ue9ewi4FCLsGVE1Jx5YRU1OhasPyrozhd3uh+/mxFE85WNOE/u87huinpuOySZGjV3nW1VpsdPx4ox9c7z0HvUcagCZPBaLZB19R2bHhKBObmDcElw2N6tDVwanw4fn3DaNw4fRi+2V2Cnw6Ww2pz4ODpOhw8XYeMZC3mTE3H+Ky4Pq13rW804fi5BpwoacCJc7pOJ5zJZWJkJkcgKzUCWamRyEjmKC4REV18+D9bkGpf0+sdep33W8w2OBwCSqudk77S4jQID/HJU90VFxmGJ++diJMlOny7pwQHi+rczxlabPj8xzNY89MZTBuTiNuvyoJCJsHPh8qxfsc5r93TVAopTBab1xJbrhHZ7LRIv9oYE6HE3VdnY970ofhubym27CuD0WzDmfJGd13ytVPSMX1MIuQy/+uwdc1mnPAIudW6Fp/naVUyZKVGOkNuWiTS4jVcLoyIiC56DL1ByvXxumttDY2yLfSqPHZlM5pt7iW14qOCa4/rviYSiTBySBRGDonCiXMN2HmsEjuOVrm3bXYIwLbDldh2uNJdG+0SppCgxWyHsXXlBYlYhMtyk3HN5DQkRgd24lmEWo5bZmZibt4QbD1UgY17SlDfaEZVQwve//Yk1m49gysnpOKK8SmIUHf/l5ZGo6U15Opw4lwDKut9b7cbFa7AyPRIjEiPwoi0SMRHhbFUgYiIBh2G3iDlCmOuiUXqsLauUnuM+hpMVtS0jujFDbLQ68kVfhdemYWfD1fg50PlXptGtN+etsXs3AlOKZfgivEpmDkuuc9XWQhTSHHN5DRcNSEFe45X4z+7SnC+phmNRiu+/LkYX+84i6mjEjB7UhqGJHZcesVqc6CoTI+jxfU4UlyHkirfy7pp1XKMTI/EyCFRGJUexZBLREQEht6g5RqttLXuxqb2UdMLALU6k7u2Ny5y8IZeF4VcjDCFBGarvctztWoZbr8qC9NGJ/ZDy9pIJWJMG5OIvNEJOFpcj417SnGkuB42u4BtRyqx7UglstMiMXtiKpJiVDh2tgFHz9bjREmDe2tqT5owmTvkjkyPQlKMiiGXiIioHYbeINV+y1vP8ga1x/09J6rc9+MHceh1OAScLNXh4+9OeW1sIZWI3L84tNdosGLFumP458ZCjM+OxZ2zsqBS9t9udiKRCGMyYjAmIwZltQZs3luKbYcrYLULKCzVobBU5/M6mVSMEWmRGD0sGjlDo5ESp+7RRDsiIqLBiKE3SLXfwaSzkd6fDla47w/Wkd7zNc14/YvDXtsFy6ViWGyOtpFypRQ3X56BCdlxWL/9LHYfr3ZPXjOabe7a39R4Da6fOgRTcuL7ZbRUEASUVDXjQFEtzlU1dxrQRQBS49W4YnwKLh2bBJk0dDcgISIiGggMvUHI7nB02OrVs6a3s9HIaK3/O5OFkvPVzfjnpkKc9BgRFYmck/8srb80RGjkuHH6UEzJSXCPkN9zzQjcc80IFJ3X4bMfz+B0md79/T5f3Yx31h3Fqv8cx5hh0bj1yuEBn9hmttpx/GwDDp6uxcGiWq8d4FzCVTIkRqugN5hR3WCCAKC02oAPvi3EjiNVuHJ8CiaNjGP4JSIi6iaG3iBks3Uc7fNcskwmFSNSI+8QlgbLFrB6gwWbC0qxac/5DrW7rtUuIjVyXD05DTNzU7xWu/A0PDUSS+6eALvdgf/sOocfDpSjvtG5nJnF5sC+U7XYd6oWUeEKTMtJwJy8IV4j7j1R32jCodN1OFBUi+PnGtw12y5ikQjZaREYmxGD0cOikRqvcZcsnC7X4/uCMuw5UQ2b3TmZrahMj483y3DpJUm4Ylwy4kNkq2MiIqKBwtAbhCy2jpOwNO3C1sM3jUHReT027DwHg8mGiSMurp3YfBEEAd/vK8PnP56GyeL8HokAr13F1Eoprp82FFdNSOn22rcSiRjzpg/DvOnDUKMz4pPvT+PImTr3aHFDkxkbdpVgw64SxEeG4bJLknDt1DRIJZ2/vkMQcKa8EQeLnKO5JdUdV1pQK6UYmxmD3MxYjM2I7nQEPzM5ApnJEbhzdhZ+PlSBHw6UobqhBc0tVnyzqwTf7CrBmGHRuGJ8CnKHxwyaX36IiIh6QiQIgu8iQgIA1NQ09dt7SaViREWpcfpcHf5r6c/u4yIRsOKPV/qcrKRvNuOnQxWYlpOA2Iu0plcQBGw9VIHNBefdG3G0p5BJcPXkNFw3Jb3Tkd2e2n28Cuu3n0NZTXOH7XpFIiA1ToNZE1MwY2wSJGIxbHYHTpbqcLi4AbuOVEBv6Fi2kBSjQu7wWIwbHovMFG2vAqpDEHD8bAO27C/DgVO1cHj8CEeo5Zg+NhGXXZIc8LKMwcD1M9jQYOhQV0+hgX0Y+tiHoW8g+jAuruNSn+0x9HZhIELvidM1+O83t7uPa8JkWPrYZf3WjmByvroZX+88h13Hqnw+LxGLcMX4FMybPrRHGzv0hMVqw3d7y7D1UDmqGjruciYSOfvIbLG7R4c925edFolxw2OROzwm4GUIDU1m/HigDD8dLO9Q7pKVGoHLLknGpJFxUMr5oU538D/b0Mc+DH3sw9AXrKGX/xMGofb1nuoAjVyGErPFjs9+OI3N+877fF4kAvJyEnHTZcP6fNUKuUyKudOGYO60ITC0WPDFT8XYfawShtYNLgShbQc9wBl0Rw6JxGWXJGPMsJiAjTz7EhWuwE2XZWDe9KE4fKYOPx+qwMGiOjgEAafO63HqvB7//K4QU0bG47LcZGQma7mGLxERDUqDL02FgPajhe3reS9mLWYbth4sx+Z951GjM/k8Z9zwWNxzTTaitcp+a5fZaseBU7XYdawKR4rrOl1aDADsDgFHixtQWKpHVmoErp2SjjHDovs0bEolYozPisP4rDjom83YfqQSWw9VoLLeCLPFjq2HKrD1UAWSYlS47JJkTBudgAjN4Frtg4iIBjeG3iDUYaR3EIReQRBwrqoJ764/jvJag89zRg+NwqyJabhkeEy/bMZgdzhw7GwDdh6txL7C2g4rRURrFZiQHYdJI+IRppBg3fZzOFpc597i2GpzXn/sbANkEjGGp0bgmslpuCQzpk8DcIRGgTl5Q3Dd1HQUlemx9VAF9hyvhtlqR0WdEZ9uKcK/fyjC6KHRmDY6EeOzY1n+QEREFz3+TxeErO1Wb9D2Ua1qsGg0WLD080M4U97o8/mUODWmj0nEtZPTIRb3bdgVWldd2Hm0CrtPVHmVLQBAjFaBKaMSMGlkPIYmhnuF10U3jYFUKkZtswUff3MCRzwDsN2B4+cacPxcAyRiEYYmhuPy3GTkjU7os7V2RSIRslIjkZUaiTtnZWHviWpsPVSBojI9BAE4UlyPI8X1kMvEmJAdh2mjE5EzNIqrPxAR0UWJE9m60N8T2QpO1WL30QrsONI2cWve9KFYcHlGv7WjvxhNVuw+Xo2vd5xFXev6uJ7kMjFuujQD10xJ6/OR3Yo6A3YercKuY1Wo1nlPVlMrpZg8KgF5OQkYnhpxwba0L94/V9mIDTtLvAKwJ5EISIpWIW9MIq4an9Iv2yBX1hux82gldhyt7FBColXJMCUnAdNGJ3YI9YMBJ9CEPvZh6GMfhr5gncjG0NuF/gy99U0m/OGN7R2O33NNNq6akNpv7egPhaU6vPbZQZ9BUCoR4dop6bhqQiqiwvuu7rShyYzdx6uw82gVzlV597NcKsa4rFjk5SRiTEY0pJLujX5e6Af9fHVTawCud2+B3F5UuAKXZMTg6impSI7R9O4L6yZBEHC6vBE7jlZi97EqGEw2r+eTYlSYOioBk0fFIylG3adtCRb8zzb0sQ9DH/sw9DH0hqj+DL2F53V44cN9HY7/7uaxF83mE1sPlmPVf050+nxqnBp3zsrCqKHRffL+RpMNBSersfNYFU6ca/Baf1ckAkYPjUbe6ASMz4pDmKLn1T/d/UGvazTh210l2FdYg/qmjqPcgHPt4YxkLS67JAmTRsZdcDMMf9nsDhw+U4cdR6tw4FQtbHbvtqfGaTB5VDymjIxHwkW8/i//sw197MPQxz4MfQy9Iao/Q++p8zo87yP0PnXfRGQmR/RbO/pC0Xk9fj5cjp8OVvh8XimX4JEFY5HTB2HXanPg0Ok67DxWiYNFdR0CXUayFnk5CZg8KsHvtX5784NuMFmxueA8dh+rQkW9Eb5+IkUiIC4yDOOGx2L2pFTERvTdMm1evxiUNHRoT3q8MwBPHhl/0W1/zP9sQx/7MPSxD0NfsIZeTmQLIp3VT0aqQ3tpqcp6I/7+yX5YrB3/4mtVMtwwYxim5iQEdGk210f3Px8qx54TNWgxe390nxCtwrScBEwdnYCEAQ5uaqUMN84YhhtnDIPDIaCgsAY/HijHmXK9e7tlQQCqG1qwcU8pNu4pRZhCguEpEbgsNxkTsuMCWvOsUkpxWW4yLstNht5gQcHJauw5Xo3CUh0EACXVzSipbsbnP57BkMRwTBkZj4kj4xF/ke4ISEREFweG3hAQoQnN1RsamszYfqQCW/aV+Qy8mSlaPHLz2ICuF9vcYnWuUXuwHGXtlj6L0MgxdVQC8kYnYEhCcE7SEotFmDzSOYoKANX1RnxXcB4HT9ehVtfiLsdoMdtx+Ew9Dp+ph0gExEeF4ZKMGFwxPiWg9bcRajmumpCKqyakQtdsRsHJGuw5XoVT5/UQAJyrbMK5yib8+4fTSI3TYEJ2LCZkxyEtXhOU318iIhq8WN7Qhf4sbygq0+NvHxR4HQvFLYgdDgEl1U34v3/ug9lH2I2LDMPDN40OWPB0CAJOnGvATwfLsa+wxmvjCIVMgkkj45A3OhGj0qP6fMmzvvxIx2qzY/fxamw7XIHiiqYO6wa7yKViDEkMd09CC1cF/pemhiYz9p6oxp4T1Sgq03d4PjZCifFZcZiQHYus1Mg+/74HCj9WDX3sw9DHPgx9wVrewNDbhYGu6U2N0+DZB6f0Wxv8tf9UDZZ9ftjnc3GRSkwfk4Qrx6cEZO1hXbMZ2w5XYOvBig7LjGUka3F5bjImj4zv1YS03urPH/SymmZsLjiPI8X1qNX73r0OAMJVMmSnRmLamASMHhYDhSywE+LqG03Yf6oW+wprcLJEB0e7f1I0YTKMy3KOAI8eGtVn6xIHAv+zDX3sw9DHPgx9wRp6Wd4QROyOjr9/RIZIaYPZakdRmR6rNhz3+fylY5Nw99XZUMj9Czx2hwOHT9dj66FyHCyq8wpYaqUU00Yn4vLcZKTG9+1yX8EgJU6D+64bCcC5+sKe41XYfqQKpz1qgQGgyWhFQWENCgprADh3khs1JArTxyQhOy3C780oorVKzJqYilkTU9HcYsWh07XYV1iLI2fqYLE50Nxixc+HKvDzoQrIZWLkDInGJcNjcElGTL9uJU1ERIMbQ28Q8fxY3iUU6nltdgde+Oc+nKvsOCqenRaBO2dlY0hi17+BXYhrTd3v953vsKHCyPT/396dR0dZnv0D/z6zL9kmy2RPIAESIOyERapwUCwuyA/qdt4WarVSq3LeFjwu1f5qfX1tXzkurfq+xw1rf691oYorYlGBY62yg+xLgITsy2yZfZ555vfHM5lkyCQkIWYm4fs5JyeT+3lm5g5PQq6557qvKw1XhDd0aQZ5FXO4UCkVmFuRi7kVuQCAZpsbXx1owL4TLWi0uNH19ZTF4cPXBxvx9cFGKATAbDKgvCgNsydkozQ/tc81iWNJ0qtxWUUuLqvIhS8QxJEzFuw92YL9J1vh8orwByTsP9WK/adaAQCF5iRMLs3AlNJMlOSlDJs0CCIiGn4Y9CaQoBSrukFiB71BScJbX5yMGfCW5KVg7S1TB/x2digUwslaO776rh7fHm6KWglPMWowb1IOrpicN6Lrxg6UOc2AH80vxY/ml0IMSjhdZ8c3hxtx+KwVbXZvZEOcFJKrazRa3Ni2vx6CIOfjlhWZMLMsC+MK06DTDOy/Ca1aiWnjsjBtXBaCkoQT5+w4cKoV31W1odHiBgCca3biXLMTn3xTjSS9GhUl6ZhcmoGK0RmDWs2DiIiIQW8CCcZY6U3UP/wBUcJLHx3GodNt3TarmU16/O62SqhVigGtGvoDQew53oLPdtWgpskZdawkLwWLZhZiRlnWRa1IXkpUSgXGFZkwrsgEQL52R6st+NehRpw4Z4fN2dkcIxQCWmxetNjkdARATrEpzUvFjLIsTBydPqCNcUqFAuOLTRhfbMKtV45Fs9WNA1Vt+K6qDcdrrBCDITg9AXx7WO6QJwjAmPxUVIxOx8TRGRiVk8xVYCIiuigMehOIGCOn15hgQa8UCmHv8Rb861AD9p9qizpm1KmwcHoBLp+cO6DNYw6XH5/trMGX++rg65KTqtMoMWt8NhbPLkIOV3UvmlqlwOTSTEwuzQQg52MfPmPBjiNNOFlrg83pjzrf5vRH5QQbdCoUZydj2thMTBmTicxUXb+rcJhNBiyaacCimYXw+kUcPWsNB8GtsDn9CIWAk7V2nKy1Y+NXZ2DUqTC+2ISJo9MxcVQ6MlkTmIiI+olBbwIJBrunNxh1iRX0vvn5CXyxp67b+NyJObjtmrJ+pzKEQiEcrbbik2+qcbTaGnUs26TH1ZWFuKwi96I3wFHPtGolpo/LwvRxcqtrj0/E0WoL9hxvwYlzNlgcvqh2zW6viKPVVhyttuJvn5+EWqVATrqcFzxlbCZKclP6lRKh06giaRChUAg1TU58V9WKg2csOF3ngBQKweUVsft4C3YflwPvbJM+EgCXF5uGtEIHERENT/xLkUBibWRL0ifGJbI7fTh0xtIt4DXoVPj1TVNQkpfSr9U+KRTCgZOt+PibapxpcEQdmzomEz+cVYixhWmD2mmM+kavVWH6ODOmj5MbZARECWfqHdh9ohlHz1rRaHFH5VcHRCmSm7tldy0AuanFqJxkTCrNwPhiE3LSDX36+RAEAcU5ySjOScaSeaPh9oo4XmPFobMWHDljQZNVLk3XZPWgyVqHL/fWQSEIKMlPwYRiE8qLTCjNT0nosmhERBQfiRFREYDYG9niudJb2+KEyxPAzmPN2Lq3++quIAAPr5jRrw5gQUnCrqPN+OTbatS1dHZMS9KrcdWMAswoNyM/c/A6itHFU6sUGFeUhnFFaQDkFywNrS7sPdGCg6ctqGtxwuOPbpRhd/lxoKoNB6rkFBiVUoA5TY/S/FRUlKSjNC8VpmTtBQNhg65zFRgAWmweHA4HwEfOWuH2iZBCIZyqteNUrR0ffn0WKqUCY/JTUF5kQnmxCaNzU6BWMf+biOhSx6A3gcSq0xuvnF6704f//H97onJrOwgA/s/lo1Gan9rngDcgSvjXoQZ8+m1NVCMJU7IWi2cV4YqpeYPeNIG+HwpBQH5WEvKzkrBk3mgAcqOQo2et2HuyBafr7bC2R+cFi8EQ6tvcqG9z46vwBjmNSoGcDAPGFqRh4ig5OL1QS+qsND0WTM3Hgqn5kKQQzjQ6cOSMBYfPWnG63g4xGIIYlHCsxoZjNTbgn2egUSlQmp+K8mITyovSMDo3hZsgiYguQQx6E4gYM6f3+7tEh89YUN3UjqljMrHneDN+MDkPyQY1vj3chH0nW2IGvCkGNRbPLsbi2UV9eg6fP4jtB+rx2c4aWNs7qwSYTXpcO6cYcyfmcBVuBEhL0mJuRQ7mVuQAkFsmVze249BpC45UW1HX6oTHF/3z5Bcl1DQ5UdMkd5YD5PxiORBOxcRR6RiVk9xjIKxQCCjNS0VpXiqWzBsNXyCI03V2HK2x4ViNFWfqHQhKIfhFKZKDDAAatQJj8lMxtiANYwtSUZLXvxxkIiIantiG+AKGsg3xpm+r8fdtVVFjv7hhImZPyB705xKDElat2xY1Njo3GckGDb6raut2viAAv//ZrD53OvP4RHy5txaf7TwHpycQGS/IMuK6uaMwszzrojuBJSK2z+yZw+1HVZ0dB6vacLLWjiaLO2bFkvNpVApkmfQoyU1BebEJxdnJyEk3XLCEmc8vdwk8VmPFsRorzja0x3w3RSEIKMpOwpgCeTW4siIPQjDI6zdM8Xdw+OM1HP7YhpguKNYf5Bc/PPy9BL0tXVIMOpxp6DnAv25OcZ8CXmu7D1t2ncNX39XD5RUj4yV5Kbh+7ihMHpPBzWmXqBSDBtPGZmHaWDk/NxQKocnqwel6B46cteB0vR0tNm+33wO/KKGuxYW6FlckNUIhCEhP0aIoOwnjCtNQkpuKArMxasVWq1HKFR5GpwMAvH4Rp2rtOFpjxclaO842OCAGQ5BCIZxtbMfZxnZ8vrsWePcgzCZ9eDVYXhHOzejbRjwiIkpcDHoTSKySZYPN6xfx7IbvcLreceGTAUwYZcIVU/Iws9zc4zmhUAh1LS7882ADtu6rQ6DLq7qywjQsmTcK44tNDBooiiAIyEk3ICfdgMvCaRGhUAgtNg+q6u04fNaKs/UONNs83SqbSKEQWu1etNq92HuiNTJu1KlgNhkwOicZYwpSUZCVhJwMA1RKBXQaFSpKMlBRkgFATsE409COk7U2eSNcnT3yQq3Z6kGz1YN/HWqMPG5JnpwKUZKXgtG5KQnbOIaIiGJj0JtAYq30Drat++pw4pytT+cKAnDrwrE9rvD6/EGcrLPhg3+eQVVdZxAtAJg+LguLKgsxrjDt4idNlwxBEGA2GWA2GTB3Yi4AORBus3txpsGBYzU2nKqzo8nqhj/Q/UWiyyviTIMDZxoc+HKfXHFEgNy2OjfTiNK8FBRnJyM/ywizSY9xhWmRn1EpFEKzzYPaNg8OHG/C8RobWu3eyOMePN2Gg6c7U3+yTfpwECwHw4XmJG6QIyJKYAx6E0isjWyDrbcUhg75mUYsv6IEWo0yZsBrc/pwpt6BVz85CrdPjDo2s9yMpT8YzbJjNGgEQUBmmh6ZaXpUju9M9bG7/KhtceJ0ndy5rbbVCXu4m1tXofC5dpcfx7o0QFEI8ga8vHAwXJidjAJzEhbNKsKc8iyIogRru09eCa6z40y9A9VN7ZFVZ7lWsAffHG4CILd7Ls5OwujwanBJbgqy0vR8h4OIKEEw6E0g39dKr9cv4vAZCyaMSkdts7PXc6+YkovlV5QixaiJefzz3efw5ucncf5MF88qwg9nFyG1h/sRDbZUowapRrkrWwcxKKHJ4kZNcztO1corvk0Wd7c6wgAghQBLuw+WdrnxSgdBAJINGmSb9CjOTkahOQmzyrNxw7zR0GmUONfsxOl6B07X23G63hFpmCEGJVTVO1DVJXVIr1WhODsJo3JSIk03zCY989qJiOKAQW8CCcboyNYXATGI/afaMCZfLvjfwdruw7lmuWzU53tqkZakgc3p7/FxXrxvfsxOVpIUwj92ncOW3eeiyo4pFQKWzBuF2ROykW0yDGjuRINJpVREagh3pEcAgNMTQF2LE9VN7Thd347a5na02r3wx9hVHAoBDpcfDpcfJ2vtUce0aiUyUrXIz0xCcU4SKsdnI8WggcPtx9kGB043OHCm3hHJDfb4xM6awWF6rRJF5uRIEDwqJxnZpgtXoyAioovDoDeBiDE6svXFR/86i4//VY3sdAP+sGpOZPxPGw6gpsvKbm8Bb16msVvAK//BtmLTN9VRq1dGnQpXVxZiUmkGRuWkDGjOREMpSa9GWZEJZUWmqHGH24+GVhdqw6u3ta1OtNq93WoKd/AFgqhvdaO+1Y1dx5oj40L4OTJSdZg6NhNpRg2kENDuCaDF5sG5JmckFcjjC+L4ORuOd8mt12qUKDInodCchIKOz5lJ0GrYsIWIaLAw6E0gPa30hkKhmHmBVfV27DzSjC27zwEAmizuyLGAGIwKeHti0KmQbdLjziUTosabbR784X/3wN4lUC7OTsa8STmYNUFe3SIa7lIMGqQUaVBWZMKV6Kwtea7ehnNN7ahvdeFsQzuqm9vRavPA6RFjPk4IcoDb7gngbGP3vPkkvQr5mUYY9SoIggC3JyAH1+G0C58/iJO19qiVZQFyE5eOILgwS/6ckapjnjAR0QAw6E0gPRXq94tSzBa9//nXPd3G1r7wNfIyjbhxfkmfnnPtLVMxOrdztbbR4sZz736HhrbOAFqtUuCGeaOweHbRiGwoQXS+JL063LEtDfOndo4HxCCarR40Wtyob3WhurEd9RY3LD2kSnRwesQeA2a1SgGNSgGFIMAvBuELV6UIoXOz3J7jLZHz9VolCrI6V4ULspKQl2GE4Xvs3khENBLwf8kE0lOdXq9PjBn0xmJt98Ha7oOyl5WgO5dMwNj8VPhEKVJlQZJCOFDVir98egzt7s4OatfMLsINPxjd5+cnGsnUKmUkZ3hGWfQxpyeAJqsbjW1u1Le5UNPkRGObGzanr9dNqgFRiqptfT6FIG+66+DxdV8VBgBTshZ5GQbkZhqRn2lEXvjDqGM9YSIigEFvQunpD6PHH0TqeWO+GLvRu/rudPdWwgBQaE7C7PHZUZtmgpKE5989iANd2g9npGixeHYxFk7P51upRH2QpFcjSZ+K0rzo39ZQKASHO4AWqwctNnmVuLbFiUaLG9Z2H7wX+F3ua1GXjhe8h89ao8ZTjOrIanBel2CYzTWI6FLDoDeB9FSn1+Pr/raozemLcWbvHvzxdORlGqMC3sNnLfj71ipUN3XmIc4ab8aqGyayrBLRIBAEIVxeTYMxBee/fJVfwLbY5YC4xepBQ3iluMXmhcPl63PQ2xOHK4AjLiuOnBcM67UqmNN0yMs0oiArCbkZRmSn65GVpmeTDSIakRj0JpCeNrLFCnq7lg7rC0FAVHc0XyCIv2+twhd7ayNj4wpSsfrGyXw7lGgIaTVyjm5BVvdGMJIUgt3lR5vdi1aHB212L5osbjRY3LA4vHC4AgOu7+3xiahucqK6yQmgKeqYXqtEqlGLzFQdcjIMKDYnoyQ/BdkmPRTM6yeiYYpBbwLp6Y+X2yviX4caUJyTEsnB7etKr1IpQK1U4NaFYyNj1Y3teOmjw5HNaskGNa6dI6cyxKrTS0TxoVAIMCVrYUrWYky3JCc5daLdE0Cb3St/OLxotnnQ2OZGm90Lm9PX6wa7nnh8QXh8bjRa3FGNOwC5PrdOo0SyQYOMFC3MJj1yM4zIyTAgzahFilGDJL2adYeJKOEw6E0gwR7q9L626aic12vU4O5lFfh8d21UjdDezBiXhbuWVgCQC+7/7fMT2HWsOdKqdUppBm67djw7qRENQ4IgyGXXDJqoKixdef1iJN/XGu5A12r3oMXigaXdC7srAF+g97ziroJSCC6vCJdXRKPF3S2HuINapYBRp0JakhwYpyfrkGLUIMWolj8b5JSPZIOGATIRDQkGvQlE7Cm9IbzRxe7y4w//u7dfj2k2GWB3+rBtfz227a+L1N3VqBW49cqxmD8ljxvViEYwnUaF3AwVcjOMPZ4TEINRgbG13Yc2hxetdi+arG44XP4eG3b0/JgSbE4/bE5/zNrFXem1KiQb1Eg1amBK1iItSStvDDSokazXINmgRpJejWSDGkYdV5GJaGAY9CaQnkqWDcT4YhMsDi8UAvDwyzsi3aAAYP7UPCy5bBTSU3SD9nxENHypVUqYTQaYe2knLoVCcHoCsDv9sDvlwLjFLqdSNNs8sDt9cPuCvZZf64nHJ8LjE9Fs9fTpfJ1GCaNeHVktTjGqkRQOjlOTNMg1p0CQgtBrVEjSq6HTKPninogY9CaSgW5IieVotfyW44dfn42MjSlIxaKZhagsNw/a8xDRpUHRJZWi0Nx9011XHp+IVrsXNU0O1La40WyVN97ZnH64fQEExIv7v87rD8LrD6LN7u3T+YIgB8p6rQpJOnkFOcWggVGvhlGnglGnhlGvgkGnRpJODYNOFTnGShZEIweD3gQiDmCFpC9yMwz42TXjY5ZLIiIabHqtSm6d3ENwLIVCaHf50WoPl2hrdaPZ5kab3Qe7ywenJ9BjutdAhEIdm/OCsDj6V/lGrVJAr1XJwXF4ddnYJSg2aFXQd/no+rVOq2TpR6IEwqA3gQTE/uXMXUh2ugHLLh+NaWMzWZWBiBKGQhCQmqRFapIWpflp3Y6HQvJmuTa7nFcs5xfLJduarR5YnT64vbHbOg82uWOeHw6Xf0D316gU0GlV0GuV8oqyrjM41kUFyspuQbM+PM7270SDg0FvAhnMlQ2NWoF7llXErP1JRJTIBEEId7hTozgnOeY5XTffWTo24Dl8sDp9cLj9aLF6YB9goDqY/KIEv+iHwwUAfctZPp9KqYBOo4x8dA2KtWpll2Mq6DRKaDu+ViuhO+8crYZBNF26GPQmkMAgBb1rbpmCHJMBmWn6QXk8IqJE09PmO5VKAZPJCKvVBa9PhK1rUNzug8XhhbXdB5vLB3u4ukRP3TD7QqmQaxeHICAUCkGSQhfdRe98YlCC0yPB6QkMyuOplAI0amUkGNZrVNDr5KBZGx7XqBXhz+GvVQpoNUpoVEpo1YrO8fPOY2UNSmQMehPIYFRvyEk3YOKodO5UJqJLnkqpQGaavtcFgFAoBLdPhC1clcLu9HcJiDu+lo95/d1T0IJSxybkC0e6KqUArVoJtUoBlVIBpUKAIMjBclAKIRCUwukUwYve7NcbMRiCGBS/lxQRpUKAWqWICoZ1anmFuTOgPi9YVimgViuhViqgVimg0yqRnmaEz+uHQhCgUcnjHR8alfxvyACb+otBbwKRQhf3n9z/vW0mMlJ0DHiJiPpIEIRwrq060vGyJz5/MEZA7IPD5Ue7OxD+7IfDHYhZuq0j2OwrtVIBgy6c+6uRA0W1UgmlUggHzPImvVAoBFEKIShK8ItBeAMSfD4R3kAQ/oA0oK58AxWUQgiGq2sAg7My3ROFQoBKKQfZamU4GFYroFHJK9FdA+TOgLnjthxky/+mCqjD/7aRc5UKqFQCVAoFVCoFVEoBKqX8YkWtVHS5Bvx7O5ww6E0gA3lLzKBVIcWowbIrSjAqJ3ZHJiIiunhajRLZGgOye6lnDMhBqNcfjATA7S4/HOfdbncH5M8uP9o9AcRa8wgEJdhd/n7lJisEAUa9XJ84LUWHZL0c0Os04YBQqYCyI2gTOoO2EEIQg6FwOTgRPn8QvoAcvHp9Ijz+IDz+IPyBIAKBIPxBCcFB3IcyEJIUgl8KwR8YuqD+fCqlAKXivKBYJYQ/dwTIisjqftfzzr+tVimgVHScG31MqVRApZAD7Y7rp1Iowl93OR5+B0EZfkGgVCpYQaQLBr0Jor+rvKZkLdKTtfjl/6lgkwkiogQiCEJko5nZdOHzJSkEp1cOiNvdATg9ATi9ATjDt12e8FiXD7dXjJlQIYVCaHcH0O7u/yqrWiWvLBt1ahi0Khh08kdWqj5y26BTwaANV6HQqaBWymkGggAEgyH4xSB8/qC8gS+80uwTwyvOgSD84du+QDBy3BsQ4QtI8PuD4XODkQB8IM1OhpK8eh+E7/td1L4oghBeFVcIUHQJlFWKjuBZkFezFZ0r2B3pN8qOoFshB/dKpQBFR/DdMRYJxjuOyS3Ir5wzKt7fejcMehNEX18xa9QKLJxegJsWlPJtFSKiEUCh6Gz80VeSJOcit7v9cHnEbkFxR7DcHv7s9olweQO9rooGRCnccW9gVS+0aiV02vDGuI4ybJrOmsV6jRwwZ6TIFSh0mo7SbV3O0yih0SgjmxED4QA4IErhnOdgOO+5y0ew87ZfDEKMMS4f6xwXw7nT/kBQDrijHjsEMXxOfNeyB0coJMcYcpwxdC8idp9owdpbpg7Z8/UFg94LqKq3D8nz+AMXrtFr1Klwx/XjkWzQ4HSDYwhmRf2lUiqQ7PChvd17UTvCKT54/Ya/S/EaCgog2ahGslF9wXODQSnS0c7rF7vcDn/ti3Ws83ZvfAE5JcKOiysV11HbWBPeENeRl6sJV5HQqOWcXG34c8c5Hcd0WhVSksJjasVF5d5KUjgADnZ8liCKIUghOR1EkiSIkoRgEAhKkvwRuS0HmkFJknOuw7e7jsc8t8vzBc+/n/T9VAj5PjS0uVFVZx+y38OsrNjlDbsSQqGL3D01wi1Z+0G8p0BEREREvfjoqaUXPIcVqomIiIhoxGPQS0REREQjHtMbLuDbA7VD8jy2dh9e2Hgo5rEfzirEzLIseQsmJTSVUoHkZN0llU84kvD6DX+8hsNf3K9huFlIx8Y3MbIhLtS52S0YDH/ddWOcvFlOFIPwB0MQI+eGH0eUq1t0PN5wyMvtTWfZNPmaRcqlKQXoNSosmlOMPJN+yK7hnCkFFzwnYTeyuVwuPPvss/j0009ht9tRUlKCVatW4brrrrvgfdva2rBu3Tps3boVXq8X5eXl+NWvfoW5c+f2ex6leakDmX6/NbS5or4uyUvB6XoHUo0a3LiglL3Sh4muLVDFBC+1Q93x+g1/vIbD36VyDSUpFBUU+2NVpug6HpQQCHQ/X4xRnSIQCHY5r/vjDcZyp1wRomNzY/dNjvuOt+DyH01KqGuYsEHv6tWrcfDgQaxduxajRo3Cxx9/jDVr1kCSJCxZsqTH+/n9ftx2221wOBx4+OGHkZGRgTfeeAM///nP8dprr2HWrFlD+F30XUCM/oE5XS9XZ5hbkcOAl4iIaIRRKAS5PTOUQ/7cUrjtdUdptkBHxYjw7WAw1nEpUj4uGOxyn2Dnirh8OwSVUsCyhWOH/Pu6kIQMerdv346vv/4aTz31FK6//noAwJw5c1BfX48nn3wS1157LZTK2D8kGzZswIkTJ/DWW29h2rRpAIDZs2dj6dKlWLduHTZs2NCvuQxVybIzMZ5nXGEqJpdkDNkc6OJdiuWSRhJev+GP13D44zWMP0EBaBRyCbiBUCkVkKRQwpUsS8igd8uWLTAYDFi8eHHU+PLly7F27VocOHAA06dPj3nfzz//HKNHj44EvACgUqlwww034Omnn0ZTUxOys7P7PJf//OuegX0Tg+DEOTuefHNf3J6fiIiIaDj46KkL5/Qm5PvmJ0+eRGlpKVSq6Ji8rKwscry3+3ac19/7EhEREdHIlJArvTabDQUF3SP21NTUyPHe7ttxXn/vG8tvfzoTCsX3XzXhrc9P4Pg5OY0hPUWLe5dPYpvhYUihEGA0auFy+SAN9625lyBev+GP13D44zUc/hL1GiZk0Aug14DvQsHgxdz3fLMm5/fr/IGaWZE3JM9DREREdClKyPSGtLS0mCuydru8EhprJXcw7ktEREREI1NCBr3jxo1DVVUVRFGMGj9x4gQAYOzYnstgjBs3LnJef+9LRERERCNTQga9V111FdxuN/7xj39EjW/cuBFmsxlTpkzp9b6nT5/GgQMHImOiKOLDDz/ElClT+lW5gYiIiIhGhoRtQ3z77bfj0KFDuO+++1BUVIRPPvkE77zzDtatW4cbbrgBAPCb3/wG77//PrZs2YL8fDn31u/3Y/ny5XA6nVi7di0yMjLwt7/9DVu3bk3o5hRERERE9P1J2I1szz33HJ555hn8+c9/hs1mQ0lJCZ5++umoNsSSJCEYDKJr3K7RaPCXv/wF69atw+OPPw6Px4Px48fj5ZdfZsBLREREdIlK2JVeIiIiIqLBkpA5vUREREREg4lBLxERERGNeAx6iYiIiGjES9iNbJcSl8uFZ599Fp9++insdjtKSkqwatWqqE17lLicTif++7//G8eOHcORI0dgtVpx7733YvXq1fGeGvXBN998gw8//BD79u1DY2MjkpOTUVFRgXvuuQcVFRXxnh71wdGjR/HMM8/gxIkTsFgs0Ol0GD16NP7t3/4NS5cujff0aAA2bNiARx55BAaDAfv27Yv3dKgPduzYgZUrV8Y89vbbb2Pq1KlDO6EYGPQmgNWrV+PgwYNYu3YtRo0ahY8//hhr1qyBJElYsmRJvKdHF2Cz2fDOO++gvLwcV111FTZs2BDvKVE/vPnmm7DZbFi5ciXGjBkDi8WC1157DbfccgteeeUVzJ07N95TpAtwOBzIycnBddddh+zsbHg8Hnz00Ue4//77UVdXh7vvvjveU6R+aGpqwn/913/BbDbD6XTGezrUT2vWrMHs2bOjxhKlMRirN8TZ9u3bsWrVKjz11FO4/vrrI+O33347Tp48iW3btkGpVMZxhnQhHb9CgiDAYrFg7ty5XOkdRtra2pCRkRE15nK5cPXVV2Ps2LH4y1/+Ep+J0UW7+eab0dzcjG3btsV7KtQPd911FwAgLS0Nn332GVd6h4mOld4//elPWLx4cbynExNzeuNsy5YtMBgM3X5Ali9fjubm5qjOcpSYBEGAIAjxngYN0PkBLwAYjUaUlpaioaEhDjOiwWIymbhoMMx88MEH2LlzJx599NF4T4VGIAa9cXby5EmUlpZCpYrONCkrK4scJ6Kh1d7ejiNHjiTMW3LUN5IkQRRFWCwWvPHGG/jnP/+JO++8M97Toj5qa2vDE088gbVr1yInJyfe06EBeuyxxzBhwgRMnz4dd9xxB3bv3h3vKUUwpzfObDYbCgoKuo2npqZGjhPR0Pr9738Pj8cTeZuVhodHH30Ub7/9NgBArVbj4Ycfxq233hrnWVFf/f73v49sQKThJzk5GStXrsTs2bORlpaG6upqvPrqq1i5ciVefPFFXH755fGeIoPeRNDbW+N825xoaD377LP46KOP8Nvf/pbVG4aZu+66CzfddBMsFgu+/PJL/Md//Ac8Hg/uuOOOeE+NLuCzzz7Dl19+iffff59/94apCRMmYMKECZGvZ86ciUWLFmHJkiVYt24dg16SE/Vjreba7XYAnSu+RPT9e/755/E///M/+PWvf42f/OQn8Z4O9VNeXh7y8vIAAPPnzwcAPP3001i2bBnS09PjOTXqhcvlwmOPPYYVK1bAbDbD4XAAAAKBAAC5OodKpYLBYIjnNGkAUlJSsGDBArz11lvwer3Q6XRxnQ9zeuNs3LhxqKqqgiiKUeMnTpwAkDhlPohGuueffx7PPfccVq9ezbSGEWLy5MkQRRHnzp2L91SoF1arFa2trVi/fj0qKysjHx9//DHcbjcqKytx3333xXuaNEBdKxzFG1d64+yqq67CO++8g3/84x+49tprI+MbN26E2WzGlClT4jg7okvDCy+8gOeeew6//OUvce+998Z7OjRIduzYAYVCgcLCwnhPhXqRlZWFv/71r93GX3rpJezatQsvv/wyTCZTHGZGF8tut2Pbtm0YP348tFptvKfDoDfe5s+fj3nz5uHRRx+F0+lEUVERPvnkE3z11VdYt24dy+0ME9u3b4fH44HL5QIAnDp1Cps3bwYgX2O9Xh/P6VEv1q9fjz//+c+4/PLLsWDBAuzfvz/qeCJ0EaLe/fa3v0VSUhImTZqEzMxMWK1WbN68GZs2bcIdd9zB1IYEp9VquzUzAOTFH6VSGfMYJZ61a9ciNzcXFRUVMJlMqK6uxvr169HW1oY//vGP8Z4eADanSAgulwvPPPMMNm/eDJvNhpKSEvziF79gG+JhZOHChairq4t57IsvvohZoYMSw4oVK7Bz584ejx8/fnwIZ0MD8e677+K9995DVVUV2tvbYTAYUF5ejhtvvJFtiIexBx98kM0phpGXXnoJmzZtQm1tLdxuN1JTUzFjxgysWrUKkydPjvf0ADDoJSIiIqJLADeyEREREdGIx6CXiIiIiEY8Br1ERERENOIx6CUiIiKiEY9BLxERERGNeAx6iYiIiGjEY9BLRERERCMeg14iIiIiGvHYhpiIqAdlZWX9Oj8/Px9ffvllpMvbcOrGt2PHDqxcuRLLli1LmJahRESDiUEvEVEPli1b1m1sz549qKmpQXl5OcaPHx91zGQyDdXUiIion9iGmIioHx588EFs3LgR9957L1avXh3znPr6eng8HhQVFUGtVg/xDAfG4/Ggvr4eycnJMJvN8Z4OEdGg40ovEdEgy8vLi/cU+k2v16O0tDTe0yAi+t5wIxsR0SBbsWIFysrKUFtbGzVeVlaGhQsXQhRFvPDCC1i0aBEmT56Ma665Bu+++27kvG+++QYrVqzA9OnTUVlZifvvvx9WqzXmc/n9frz++uv40Y9+hGnTpmHq1Km48cYbsWHDBvTnjbwdO3agrKwMDz74YNT4c889h7KyMrz33ns4fvw47rrrLlRWVmLq1Kn4yU9+gr179/bjXyb63+aDDz7A8uXLMWXKFMydOxcPPPAAmpqaut0nFArhk08+wY9//GPMmzcPkyZNwvz583HbbbfhjTfe6NfzE9Gli0EvEdEQ+9WvfoVXX30VRUVFqKysRG1tLX7zm9/g3XffxebNm/Hzn/8cLpcL8+bNg16vxwcffIB77rmnWxDrdrvxs5/9DE888QTq6uowY8YMzJo1CzU1NXjkkUfwu9/9btDmfOjQIdxyyy04c+YM5s6di+LiYuzatQu33XYbTpw40e/HW79+PR544AEYDAZceeWV0Ov1eP/993HzzTejsbEx6tynnnoKa9aswdGjRzFhwgRcffXVKCoqwrFjx/Dqq68O1rdIRCMc0xuIiIZQXV0djEYjNm3ahJycHADAt99+i5/+9Kd45plnEAgE8PTTT+OHP/whAMDpdOLWW2/Fnj17sGPHDsyZMyfyWE8++SR2796NpUuX4ne/+x2MRiMAwGKx4K677sLbb7+NhQsXYsGCBRc97zfeeAP33Xcf7rzzzsjYE088gddffx2vvPIKnnzyyX493ttvv40XX3wR8+fPBwAEAgE89NBD+Oijj/D444/j+eefBwD4fD68/vrryM/Px3vvvYe0tLTIY4iiiH379l3090ZElwau9BIRDbGHH344EvACwJw5czBx4kS0tLRgwYIFkYAXAJKSknDzzTcDAHbt2hUZb2trw9///ncUFBTg8ccfjwS8AJCeno7HHnsMAPDWW28NypxnzJgRFfACwC9/+UsAwO7du/v9eIsXL44EvACgVqvx8MMPw2Aw4IsvvoikOTidTvj9fpSXl0cFvACgUqlQWVnZ7+cmoksTg14ioiGkVqsxa9asbuMd9Xwvu+yybseKiooAAC0tLZGxnTt3IhAI4PLLL4dGo+l2n/LychiNRhw6dGhQ5j1v3rxuYyaTCWlpaWhubu7341133XUxH++yyy6DJEmRXOGMjAzk5ORg+/bteOWVV2Lm/BIR9QXTG4iIhlBWVhYUiu7rDQaDAQCQnZ3d7Zherwcgb1rrUFdXBwB488038eabb/b4fD6f76Lm26HrynRXRqMRNput34/XU4WL/Px8AIgKpP/4xz9izZo1WLduHdatW4eCggJUVlbi+uuvxw9+8IN+PzcRXZoY9BIRDSFBEC7qeAdJkgAAEyZM6HfnuIHo67wuVqyKE3PnzsWWLVuwdetWfPXVV9i1axc2btyIjRs34pprrsGzzz47JHMjouGNQS8R0TDUsSI8a9YsPPTQQ3GeTf/V19ejvLy823hDQwMAdGuQkZSUhCVLlmDJkiUAgP379+Pf//3f8emnn2LZsmVR+cFERLEwp5eIaBiaM2cOlEoltm3bhmAwGO/p9NumTZu6jdlsNnz99dcQBAHTpk3r9f5Tp07F0qVLAWBAJdOI6NLDoJeIaBjKzs7GsmXLcPbsWdx///2wWCzdztm7dy+2b98eh9ld2ObNm/HVV19FvhZFEX/4wx/gdruxcOHCSA5xfX093nvvPXg8nqj7+/1+7NixA8Dw7IBHREOP6Q1ERMPUI488gnPnzuHjjz/G1q1bMX78eJjNZrS2tqK6uhpNTU1YuXJlQr71f/PNN+POO+9EZWUlzGYz9u/fj9raWpjNZjzyyCOR8+x2Ox566CE89thjqKioQHZ2NjweD/bt2weLxYLJkydj0aJFcfxOiGi4YNBLRDRM6fV6rF+/Hhs3bsSHH36I48eP48CBA8jIyEBRURFWrlyJ66+/Pt7TjOn222/HpEmT8Prrr+PAgQPQ6/VYunQp1qxZE1UporCwEA888AC+/fZbnDp1Ct999x0MBgMKCgpw991346abbopZso2I6HxCqD/N2YmIiC7CihUrsHPnTnzxxReR2sREREOBOb1ERERENOIx6CUiIiKiEY9BLxERERGNeMzpJSIiIqIRjyu9RERERDTiMeglIiIiohGPQS8RERERjXgMeomIiIhoxGPQS0REREQjHoNeIiIiIhrxGPQSERER0YjHoJeIiIiIRrz/DylbpKWtBB5WAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict(description='1P', particles=['electron'], glob_therm=True, t_end=5)\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plt.subplots()\n", - "eq_state = get_therm_eq_state(me_solver)\n", - "for i, tb_site in enumerate( me_solver.tb_ham.tb_basis ):\n", - " plot_pop(ax, tb_site, me_solver)\n", - " ax.axhline(y=eq_state[i,i].real)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "e0ab0910-576b-49e1-9528-769e7c6d55d4", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict(description='1P', particles=['electron'], glob_therm=True, t_end=3)\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - " \n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "eq_state = get_therm_eq_state(me_solver)\n", - "fig, ax = plt.subplots()\n", - "plot_coh(ax, me_solver)\n", - "plt.axhline( y=calc_coherence(eq_state) )\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "511cdec0-dcc2-4584-ac59-e6302d2c83b5", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict(description='1P', particles=['electron'], loc_therm=True, t_end=3)\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "\n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "fig, ax = plt.subplots()\n", - "eq_state = get_therm_eq_state(me_solver)\n", - "for i, tb_site in enumerate( me_solver.tb_ham.tb_basis ):\n", - " plot_pop(ax, tb_site, me_solver)\n", - " ax.axhline(y=eq_state[i,i].real)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "5cf25f94-7938-44df-be8e-be170d80e042", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict(description='1P', particles=['electron'], loc_therm=True, t_end=5)\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - " \n", - "# plotting\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "eq_state = get_therm_eq_state(me_solver)\n", - "fig, ax = plt.subplots()\n", - "plot_coh(ax, me_solver)\n", - "ax.axhline( y=calc_coherence(eq_state) )\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "0679734b-238a-4354-a98d-2dce353fe7ce", - "metadata": {}, - "source": [ - "# Trace distance, purity and IPR" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "5eee587e-3f77-4943-a610-41f8bc77e7aa", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict(description='1P', particles=['electron'], loc_therm=True, t_end=5)\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "eq_state = get_therm_eq_state(me_solver)\n", - "dms = me_solver.get_result()\n", - "\n", - "# plotting\n", - "fig, ax = plt.subplots()\n", - "ax.plot(me_solver.times, [ calc_trace_distance(dm, eq_state) for dm in dms ] )\n", - "ax.set_ylabel('Trace distance')\n", - "ax.set_xlabel('Time')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "e55a5929-0221-4010-99e0-9a79b9ce71d2", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict(description='1P', particles=['electron'], loc_therm=True, t_end=5)\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - "\n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "eq_state = get_therm_eq_state(me_solver)\n", - "dms = me_solver.get_result()\n", - "\n", - "# plotting\n", - "fig, ax = plt.subplots()\n", - "ax.plot(me_solver.times, [ calc_purity(dm.full()) for dm in dms ] )\n", - "ax.axhline( y=calc_purity(eq_state) )\n", - "ax.set_ylabel('Purity')\n", - "ax.set_xlabel('Time')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "d6dad5dd-66d7-4ca3-92bd-89e111f7598b", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# parameters\n", - "kwargs=dict(description='1P', particles=['electron'], loc_deph_rate=5, t_end=5)\n", - "upper_strand, tb_model_name= 'GCG', 'ELM'\n", - " \n", - "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", - "eq_state = get_deph_eq_state(me_solver)\n", - "dms = me_solver.get_result()\n", - "\n", - "# plotting\n", - "fig, ax = plt.subplots()\n", - "ax.plot(me_solver.times, [ calc_ipr_dm(dm.full()) for dm in dms ] )\n", - "ax.axhline( y=calc_ipr_dm(eq_state), color='g', label='maximally mixed' )\n", - "ax.axhline( y=1/6, color='r', label='localized')\n", - "ax.set_ylabel('IPR')\n", - "ax.set_xlabel('Time')\n", - "ax.legend()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "4c675379-b93f-4593-bbe3-f0c78abe796b", - "metadata": {}, - "source": [ - "# Eigenstate IPR" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "626f43fe-9413-4449-b738-67e5145fe443", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Hamiltonian IPR\n", - "kwargs=dict(description='2P', particles=['electron'])\n", - "tb_ham = TB_Ham(DNA_Seq('GCG', 'ELM'), **kwargs)\n", - "eigs = tb_ham.get_eigensystem()[1]\n", - "\n", - "# plotting\n", - "fig, ax = plt.subplots()\n", - "ax.plot( calc_ipr_hamiltonian(eigs) )\n", - "ax.axhline( y=1, color='g', label='localized' )\n", - "ax.axhline( y=36, color='r', label='delocalized')\n", - "ax.set_xlabel('Eigenstate')\n", - "ax.set_ylabel('IPR')\n", - "ax.legend()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "0d9ff925-4337-416c-99e8-3ec97b724de5", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# density matrix IPR\n", - "kwargs=dict(description='2P', particles=['electron'])\n", - "tb_ham = TB_Ham(DNA_Seq('GCG', 'ELM'), **kwargs)\n", - "eigs = tb_ham.get_eigensystem()[1]\n", - "\n", - "# plotting\n", - "fig, ax = plt.subplots()\n", - "ipr_list = []\n", - "for i in range(36):\n", - " dm = np.outer(eigs[:, i], eigs[:, i].conj())\n", - " ipr_list.append( calc_ipr_dm(dm) )\n", - "ax.plot( ipr_list )\n", - "ax.axhline( y=1/36, color='g', label='localized' )\n", - "ax.axhline( y=36, color='r', label='delocalized')\n", - "ax.set_xlabel('Eigenstate')\n", - "ax.set_ylabel('IPR')\n", - "ax.legend()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "2c1edb3e-adeb-4a66-b5f4-5d67b8a3441d", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# similar to the plot above but reduced to particle subspaces \n", - "kwargs=dict(description='2P', particles=['electron'])\n", - "tb_ham = TB_Ham(DNA_Seq('GCG', 'ELM'), **kwargs)\n", - "\n", - "fig, ax = plt.subplots()\n", - "for particle in get_config()['PARTICLES']:\n", - " ax.plot( [calc_ipr_dm( get_reduced_dm_eigs(tb_ham, particle, i) ) for i in range(36)], label=particle)\n", - "\n", - "ax.axhline( y=1, color='g', label='maximally mixed' )\n", - "ax.axhline( y=1/6, color='r', label='localized')\n", - "ax.set_xlabel('Eigenstate')\n", - "ax.set_ylabel('IPR')\n", - "ax.legend()\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "750e2863", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "qDNA", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.5" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/docs/tutorials/3_DNA_environment.ipynb b/docs/tutorials/3_DNA_environment.ipynb new file mode 100644 index 0000000..ede99eb --- /dev/null +++ b/docs/tutorials/3_DNA_environment.ipynb @@ -0,0 +1,739 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "4ad53464-e450-4e5f-8113-54ca0209ad8b", + "metadata": {}, + "source": [ + "# Open Quantum System" + ] + }, + { + "cell_type": "markdown", + "id": "ffe935d2", + "metadata": {}, + "source": [ + "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dehe1011/QuantumDNA/blob/main/docs/tutorials/2_Open_System.ipynb)\n", + "\n", + "This notebook explores various methods for incorporating DNA environment effects and exciton relaxation in the ```qDNA``` package. Key topics include:\n", + "\n", + "* **Dephasing for Populations and Coherences**: Analyzing the impact of environmental noise on quantum states.\n", + "* **Thermalizing**: Modeling the system's approach to thermal equilibrium.\n", + "* **Trace Distance to Equilibrium**: Measuring how close the system is to its equilibrium state.\n", + "* **Purity of the State**: Assessing another measure of the coherence of quantum states.\n", + "* **Inverse Participation Ratio (IPR) of the Density Matrix and System Eigenstates**: Evaluating the distribution and localization of excitonic states.\n", + " \n", + "Through these examples, the notebook demonstrates advanced techniques for simulating and analyzing DNA-related quantum phenomena." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "fa80a524-f56f-4c9f-af67-ea3bd8c53077", + "metadata": {}, + "outputs": [], + "source": [ + "# %pip install qDNA\n", + "# from qDNA import ROOT_DIR\n", + "\n", + "# This can be used alternatively if you cloned the GitHub repository\n", + "import os\n", + "ROOT_DIR = os.getcwd()[:os.getcwd().rfind('QuantumDNA')]+ 'QuantumDNA'\n", + "os.chdir(ROOT_DIR)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ec6f7a12-3072-4c43-b836-aa1e4558775c", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt \n", + "from qDNA.tools import *\n", + "from qDNA import *" + ] + }, + { + "cell_type": "markdown", + "id": "e808d6bf-23ba-44f0-8d12-f6b923ebb45f", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "# Dephasing Coherence" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "640e7785-49fd-4931-9440-1e80fe1d090c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# local dephasing \n", + "# since the equilibrium state does not contain off-diagonal elements the coherence relaxes to zero\n", + "\n", + "# parameters\n", + "kwargs=dict(description='1P', particles=['electron'], loc_deph_rate=3)\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plt.subplots()\n", + "plot_coh(ax, me_solver)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "bdc3407e-6e26-4c42-a686-2224738be3b1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# local dephasing \n", + "# since the equilibrium state does not contain off-diagonal elements the coherence relaxes to zero\n", + "\n", + "# parameters\n", + "kwargs=dict(description='2P', loc_deph_rate=3)\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plt.subplots()\n", + "plot_coh(ax, me_solver)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "b11ddc23-8e0d-4da2-9e2a-39211d03e948", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# global dephasing \n", + "# since the equilibrium state contains off-diagonal elements the coherence reaches a plateau at a non-zero value\n", + "\n", + "# parameters\n", + "kwargs=dict(description='1P', particles=['electron'], glob_deph_rate=3)\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plt.subplots()\n", + "plot_coh(ax, me_solver)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "15c4b957-0a1e-416c-996a-440b5a5e7e96", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# local dephasing \n", + "# since the equilibrium state does not contain off-diagonal elements the coherence relaxes to zero\n", + "\n", + "# parameters\n", + "kwargs=dict(description='2P', glob_deph_rate=3)\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plt.subplots()\n", + "plot_coh(ax, me_solver)" + ] + }, + { + "cell_type": "markdown", + "id": "d9ce73e3-be21-4c94-9d65-3f45de463017", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "# Dephasing Populations" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "ac94c343-e7a8-4e87-89f0-23abb62700c0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict(description='1P', particles=['electron'], loc_deph_rate=3)\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "tb_site = '(0, 0)'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plt.subplots()\n", + "plot_pop(ax, tb_site, me_solver)\n", + "eq_state = get_deph_eq_state(me_solver)\n", + "ax.axhline(y=eq_state[0,0].real)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "6f5bebcb-8f87-48d4-a256-5c43edcf0dc2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict(description='1P', particles=['electron'], glob_deph_rate=2)\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "tb_site = '(0, 0)'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plt.subplots()\n", + "plot_pop(ax, tb_site, me_solver)\n", + "eq_state = get_deph_eq_state(me_solver)\n", + "ax.axhline(y=eq_state[0,0].real)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "0aba1a79-35f0-47db-a5b7-860923e7a742", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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0tQ1Dz7BMRERENCtMUTXIOKUNY+rHRERERFQYhuUaNL1nmX/NRERERLPBFFWDpvYoazWchkFEREQ0GwzLNWhqZTmRlCp0JUREREQLG8NyDZq6wC8hihW6EiIiIqKFjWG5Bk2rLCcYlomIiIhmg2G5Bk2ds8w2DCIiIqLZYViuQWzDICIiIioPhuUaxDYMIiIiovJgWK5BUzchSYhswyAiIiKaDYblGjS1DSOZZGWZiIiIaDYYlmuQIcsCP0lidZmIiIioWAzLNUiv02DnrSsynkuyFYOIiIioaAzLNeq+31iHB+7ZqH6cYCsGERERUdEYlmuYXjv518tZy0RERETFY1iuYVqtoD5mZZmIiIioeAzLNUyXXlnmrGUiIiKiojEs17CMsMwFfkRERERFY1iuYTq2YRARERGVhGG5hmVUlhmWiYiIiIrGsFzDdJyGQURERFQShuUalt6GwS2viYiIiIrHsFzDtGmV5TjDMhEREVHRGJZrmD5jgR/bMIiIiIiKxbBcw9J7ltmGQURERFQ8huUapmMbBhEREVFJGJZrWOYCP7ZhEBERERWLYbmGaTlnmYiIiKgkDMs1TM85y0REREQlYViuYRqNACHVicHKMhEREVHxGJZrnLLIj2GZiIiIqHgMyzVuMiyzDYOIiIioWAzLNU6ZiMHKMhEREVHxGJZrHNswiIiIiGaPYbnGTVaW2YZBREREVCyG5RqnVJa53TURERFR8RiWa5wSlrndNREREVHxGJZrnNKGwe2uiYiIiIrHsFzjtKwsExEREc0aw3KNU7a8TiQYlomIiIiKxbBc4/Q6VpaJiIiIZothucapYZmVZSIiIqKiMSzXOAPDMhEREdGsMSzXOFaWiYiIiGaPYbnG6bVaAAzLRERERLPBsFzjuMCPiIiIaPYYlmucjm0YRERERLM272F5YGBgvl9yUWPPMhEREdHszXtYPnz48Hy/5KLGaRhEREREs6crx0kCgQC6urrQ39+ft3Ls8XjQ19dXjpekAimVZVGSkBRFaDXsvCEiIiIqVMlhua+vD5/97GfVjyVJynu8IAilviQVQdnuGgBicRFmI8MyERERUaFKDst/9Vd/BUmS4HA4sGXLFrS1tWU9zuv1wu1247333iv1JakISmUZkCdimCt4LUREREQLTVkqyytWrMB3vvMd2O32GY9/6KGHSn1JKkJ6WE6wb5mIiIioKCX/TN7lcmH79u0FBWUA2LdvX6kvSUXIqCwzLBMREREVpeSwvGfPHpw+fbrg49mzPL/Se5YZlomIiIiKU3JY7uzsRFtbG15++eWCjj9y5EipL0lF0Ou16mPu4kdERERUnJJ7lr/1rW9h69ateOihh3DfffflPdbtduPEiRP4m7/5m1JflgqUOQ0jWcErISIiIlp4Sg7Lzz33HE6dOgUAOHr0aMkXROU1dRoGERERERWu5LC8Y8cO9PT0wOFw5BwbpxgYGIDf7y/1JakIXOBHRERENHslh+V7770XXV1dOH78eEHHf+ELXyj1JakIDMtEREREs1fyAj+73Y79+/cXfPxCGx3n8/nQ29sLn89X6UuZFYZlIiIiotkrubIMANu3by/42M2bN5fjJedUb28vHn/8cfT19cHlcmHnzp1wuVyVvqxZMbBnmYiIiGjWyhKWFT/5yU/w7LPPoq+vD16vF21tbdi6dSv27NkzYz9zobq7u9HV1QVA3kLb6XRi79696OjoKPncbrcbBw4cQE9PD3bs2IHjx4/D4XCUfN5K0nHOMhEREdGslSUs+/1+PPzww+jp6QEASJIEQA6zvb296Orqwt69e/HlL3+5pNd58MEHceLECRw/fhzt7e0A5PC8e/du7Nmzp6h2kKl6e3vxwAMPwOfz4dFHH8XOnTtLutZqIQgCdFoNEkmRYZmIiIioSGUJyw8//DBOnjwJQN7+2uVyoa2tDQ6HA263G319fXjiiSfg8/nwla98ZVavceDAAZw4cQIHDx5UgzIA7Ny5E52dnTh69Ci2bt06q5Db09OD3bt3A0BNBWWFXsewTERERDQbJYflZ555BidPnkRHRwf27duXsye5t7cXDz/8MF5++WXcfvvtRb2G2+1WWy86Ozunfb6zsxNdXV04fPhw0UHX5/PhoYceUs9Ta0EZkMNyOMo2DCIiIqJilTwNo7u7Gzt27MBTTz2Vd/Fee3s7nnrqqVltd618Ta6+5Pb2drWKrbSCFOqv/uqv1EkXC21SR6GUXfwYlomIiIiKU3JYdrvd+Pu///uCjnW5XPB4PEW/hhKA84VxZVrFsWPHCj6vsv02IAdxh8Ox4EfFZaOMj+M0DCIiIqLilGXOss1mK/j4Ynfw8/l8cLvdAIC6urqcxynTNvr6+go+d3qw3rx5M3bv3o1bbrkFu3btwi233IJbbrlFbf9YyJTxcT9/8wrOX/FW+GqIiIiIFo6Se5bzBdipnnzyyaLnFStBGUDeMW7KdaQfP5NTp05lvM7BgwfhcrnUCR5dXV04cOAAent7cfDgwYLPq9EI0GiEgo8vlTbVZqHVZv/eR6/Xqo//x7+9gaf/y53zcl21bKZ7TnOD970yeN8rg/e9MnjfK6Oa73vJYbmjowMPP/wwvva1r+U8ZmBgAEeOHMEzzzxTdF+w1ztZCXU6nTmPs9vt6mOfz1fQfGQlWLe3t+Oxxx5Tn29vb1fDsRKaOzs7M6Zw5NPQYIUgzF9YVjgc5qzPW0x69XFSlFBfb52vS6p5ue45zS3e98rgfa8M3vfK4H2vjGq87yWH5T179uCuu+7Cbbfdhs7OTmzZsgWAHHL7+/vR09Ojtka4XC588YtfLPUly0bpS1aueap9+/apbRhdXV0FV5fHx4PzXll2OMzw+cJIZulLTiSSGR+PjwcqEuZryUz3nOYG73tl8L5XBu97ZfC+V0Yl7nuhxcOyzFl+9NFH8cADD+ScdCFJElwuF5566qmiz51eTU6vMk+V3gtd7K576VXpdA6HA+3t7ejt7cXp06cLPp8oShBFqahrKIdkUkQiy8SL/qHMPvFoLJmxsx/NXq57TnOL970yeN8rg/e9MnjfK6Ma73tZElN7ezteffVVfOELX0BbWxskSVJ/tbW1Yd++fXj++ednteV1eo9zvgkVypSNYoKycmy+RYfKNRfTC11tgpFExsexeHW9CYmIiIiqVVkqy4r9+/erW0673e6iF/Nl43A44HK54Ha7846dUwLv9u3bCz73li1b0NPTkzcIKwsHy/FnqZRPdazCj3ouqR9zhBwRERFRYebsZ/HlDJc7duwAkH8snNImcccddxR8XmWTk3xhWQnoufqaF4JPbV+J29tb1Y/jU3qYiYiIiCi7eW9cffLJJ4v+mvvvvx8Acu7O53a71QkY2bbDzkU51u12o7e3N+sxAwMDALCgt8E26LXY3r5E/Zg7+REREREVZl7Dst/vx7PPPlv017lcLjXYdnd3T/u8srAw21g6t9uNXbt24cCBA9M+53A4sGfPHgDA448/nvVre3t70dHRkXOr7YVCn7agj2GZiIiIqDBF9Sw/+eST6Orqwv79+3H33XcDAHbt2oUrV67M+LWlbh998OBBeDwePPLII2hvb1fbPHp6etDV1YU9e/ZkrSofO3YMvb296O3tzToref/+/fD7/eoGJMp4OJ/Ph4ceegjt7e149NFHS7r2aqDXp4Vl9iwTERERFaSosPz444/D7/fj2LFjaljevn17Ua0Vpcz3feyxx9RQa7fb1UV9x48fz7lhyL333osTJ07A5XLlPObgwYPo6OjAs88+i7vuugsOhwNOpxP33HMP9u7dO+vrrSYZlWVOwyAiIiIqSFFh+eDBg3jiiSfU1gVA7id+8skncd9992HLli05d9nzer24fPnyrGYtp+vs7CyqL7m9vR0vvPDCjMft3LlzQfclz0SvY2WZiIiIqFhFheVsgdLlcqGjo6Pg3e3yzTSmuZMRltmzTERERFSQsizwy7awLhdlsgXNL71Oqz5mWCYiIiIqTFk2Jdm8efOMx7jdbgwMDBS1aQiVD6dhEBERERWv5MrybbfdVtBxLpcLR44cwcsvv1zqS9IsGDgNg4iIiKhoJYdlSZIKPrajowOHDh0q9SVpFrQaAcocknicO/gRERERFaLoNgy/36/uagfIo+DOnDmTNzR7PB709fXhiSee4AK/ChEEAXqdBrGEyMoyERERUYFm1bN86NAhnDp1Sv34M5/5TEFfJ0lSzlnHNPfUsMyeZSIiIqKCFN2GYbfb8dRTT+ELX/iCWk2WJKmgXx0dHfja175W7j8DFUiXGh/HsExERERUmFlPw9i/fz+2bt2KAwcO4MUXX5zxeLvdPtuXojJRJmIwLBMREREVpqTRcTt37oQgCAUH4YGBAbS1tZXyklQCg16etcyeZSIiIqLClDwNY8eOHQUfe/jwYY6OqyClshyLMywTERERFaIsm5IoAoEAPB5P1s/5/X709vbir//6r3HixIlyviwVSNnympVlIiIiosKUJSw/+eSTeOKJJ+Dz+fIeJ0kSBEHIewzNHSUsJ9izTERERFSQksPyM888U9RGI3/+539e6kvSLKmV5QQ3JSEiIiIqRMlh+dixY9izZw86OztRV1cHt9uNZ599Fl/60pcyjnv88cdx/fXX45Of/GSpL0mzVMg0DFb/iYiIiCaVvMCvrq4O+/btg8vlgt1ux+bNmzEwMAC73Z7xa9++fTh8+DACgUA5rptmQa/P37M8MBLAl/+/k/iX7jPzeVlEREREVavksOxwOKY9d8899+Bb3/rWtOc3bdqEw4cPl/qSNEvqNIwcleWnnz0DbyCGn791FaKYe/tyIiIiosWi5LDs8/mmVYt37NiBJ554AleuXMl4vq+vD88991ypL0mzpJ9hBz9PIKo+DkUT83JNRERERNWs5J7l++67D7fccgscDgdcLhe+/e1vAwD27NmDu+66C52dnXC5XHj22WfhdrvhdDpLvmianZnCsrJpCQD4QzHYzPp5uS4iIiKialVyWN65cye6urpw6tQp+Hw+dZe+zs5OdHd349ixYxkLxnbu3FnqS9IszRiWdZM/aPCH4ljaOC+XRURERFS1yjJn+emnn8apU6cAIGM766effhqHDh3CT37yE3i9XuzcuRN/8zd/U46XpFlQp2HkWOBn0E+G5UA4jnA0gWAkjianeV6uj4iIiKjalG0Hv+3bt2d9fv/+/di/f3+5XoZKoNfJbRa5NiUx6CbbMLyBKA48+QrGfRF85Qu3wtVim5drJCIiIqomJS/wo4VDacNIihKSYv5d/D646sOYLwIJwHd+8cE8XB0RERFR9Zn3sPzkk0/O90tSij6tJzlb33I0Prmz34R/cjKGxClyREREtEjNa1j2+/149tln5/MlKU0xYXl4Iqw+5oZ+REREtFgV3LP8hS98QV3ERwuTssAPyBGWY5NhecwXmZdrIiIiIqpmBVeWd+zYAUmSSv5FlZNRWc4yESOWVllOx8IyERERLVYFV5Y7OjoAAAcPHoTL5ZrVi/X39+MrX/nKrL6WSjdzG0b2RX/8FoeIiIgWq4LDssvlQkdHB+67775Zv9j27dvR29s766+n0qSPhpsaliVJyllZjsSyP09ERERU64pa4Ldv376SX3Dv3r0ln4NmJ19lOZYQc1aQQ5HEHF4VERERUfUqKixv3ry5pBcbGBiYdQsHlU6XJyxH81SPw1GGZSIiIlqc5nV03N133z2fL0dT5KssR3O0YABAiGGZiIiIFqmSt7v+x3/8x4KO6+vrAwA8//zzDM0VkjE6Lll4WI5EExAlCRoOXCYiIqJFpuSwfOTIEQgFhihJkvDjH/+YYblCMivLcjh+8+wIXnr3GrZtaMn5dRKASDQJi6nktwsRERHRglKW9GO32+F0OmG326d9zu/3w+v1ApCnYTgcjnK8JM2CIS0sx1JtGP/z+LsAgDfPjeb92nA0wbBMREREi07J6Wfz5s04fvz4jMcdPnwY9fX1+OIXv1jqS9Is5Vvgl25powXXxkIZz4WiCTTO2ZURERERVaeSF/jde++9BR23b98+dHV14cyZM6W+JM2SRhCg08otM4k8YXlJg2Xac5yIQURERItRyWF5z549BR+7adMmHDp0qNSXpBIofcv5Kst1duO05zhrmYiIiBajeW1CdbvdeO+99+bzJWkKvVaDMJKIJ0VIUvZtSOps08MyK8tERES0GJUclk+dOjXjMX6/H11dXejr68OKFStKfUkqQXplOSlOD8t6nQZbVjfgu7+8kPE8Zy0TERHRYlRyWN69e3dBo+OUKmZnZ2epL0kl0Ou0AORpGLH49FYMo16L1Usd+NJvtSORFPGvz59FNJZEKBKf70slIiIiqriytGHk+nF+OpfLhc7OTk7DqLDJynJSnbWcTlkAeNvmVgDA9351AdFYEoEwK8tERES0+JRldNyjjz4Kl8tVjuuhOZbehhHLssiv0WHK+Nhq1mPMF0UgzMoyERERLT4lh+UvfelLDMoLiLLldTwhZkzEuO8T6xCOJvChDc0Zx9vNegAoOSy/dX4Uv+4bwuc+thb1DiPOuT1Y2miFw2oo6bxEREREc6nksLxjx45yXAfNE7WynMwMy6uX2rFhRf20461lCsuPffsdAMDASAC/uX0lnvhBH9qarTj4xdtKOi8RERHRXCrb6LiBgQEcOXIEp0+fxsDAAABgy5YtaG9vx3333Ye2trZyvRSVQAnLiYSIWFrPskGvzXq8LRWWL17z4ckf9+E3bm7D6qWz37L8ykgQ3zhxFgAwMBJEIBxXX4OIiIio2pS8KQkAHD16FHfffTeeeeYZ9Pb2wuv1wuv14uTJk3jiiSdw991345/+6Z/K8VJUIiUsx6b0LOt12d8K6UH25LuD+G//+nrRrxmNZS4kTJ/ZfGUkUPT5iIiIiOZLWeYsHz58WP148+bN6OjoQF1dHQCgv78fPT09eOKJJ+Dz+fCVr3yl1JekEqQv8EtvwzAUEJYBIJGcefLJVP5QLOfnro6FsrZ/EBEREVWDksPykSNHAAArVqzAk08+mXOxX09PDx5++GG0t7fjd3/3d0t9WZolZc7y1LCsPD9VOVok/Hn6na+OBEs+PxEREdFcKbkNo6enB4Ig4Pjx43mnYnR0dOBrX/sajh07VupLUgnSp2HE4pPtETnbMCxlCMuh3GH5yijbMIiIiKh6lRyWHQ4HNm/eDJvNNuOxHR0d6uI/qoyMaRjJ4tswgMI2oUmXtw1jlJVlIiIiql4lh+ViWyocjuyTFD772c+WeilUgIye5bTtrnW5wrJpelhOJKdvZpJPvsqyLxTnhidERERUtUoOy/v374fP58OZM2dmPPZb3/oWtm/fPu15t9uNvr6+Ui+FCmBI2+5aGR2n02qgEYSsx2drwwhFp2+TnY8Shq2m7C3yY95IUecjIiIimi8lL/D71re+hc7OTnz+85/Hl770Jdjt9qzH+Xw+HD58GAcPHsS3vvWtjM9985vfLPUyqEBKBTmRlBBLVZZztWAAgDHL/OVINAFnETvvKW0YTpsRwUhi2ufHfBGsXJL9fUNERERUSSWH5eeeew6nTp0CABw6dCjvsZIk4cCBA1mfF3JUNqm80hfyRVML/PT63GE5299LKDo98OajtGHYzXp89mNr8J1fXMANaxvx9gdjAFhZJiIioupVcli+77770NPTo36cqyc5F5/PV+olUBGUaRhAWljWFteNEykwLCeSIjQaAf6wXFm2W/TYedsKbFhRD1eLDf/58VPwBmJ4/jU3kqKET97igkbDb5qIiIioepQclnfu3ImOjg489dRTsz5HV1cXNyuZJ+mV5UhqZ71cW10r/vz+G/G9X17AB1flb2wK6VkORuJ45OivodEIGPdFAQA2iwFajQbrljsBAE0OE7yBGEa9ETzzs/NocpqwbWPLrP5cRERERHOhLNtd79u3r6Sv7+zsRFtbWzkuhWaQtQ0jT88yALSvasCf3XeD+nEkNnNl+YMrXngCMTUoA3IbRroGhynj47c/GJ3xvERERETzqSxhefPmzSWf4/nnny/DldBMDGk79cUKDMsAYDJM/hCikJ7lUJaFfI1OU96P2bdORERE1abkNox0P/nJT/Dss8+ir68PXq8XbW1t2Lp1K/bs2cPKcZUwGSfDcjgVevNNw1BoNAKMei2i8WRBPcvpUy9+9xNrEYkmcdum1oxjGqdUlkcmwjOel4iIiGg+lSUs+/1+PPzww+pCP2WHN6/Xi97eXnR1dWHv3r348pe/XI6XoxKsaLHDaNAiGkvCE5AX3qVXm/MxG+WwHC6gZ1mpPhv1Wtxz28qsx5gMma877GFYJiIioupSlrD88MMP4+TJkwAAl8sFl8uFtrY2OBwOdcORJ554Aj6fjwv5Kkyv02DL6ga8/v6IOv+4kDYMADAbdfAEYggX0LMcisjj4iw5NiIBgC2rG2DQaRBLyPOePf4o4okk9AWGdyIiIqK5VnJYfuaZZ3Dy5El0dHRg3759OfuXe3t78fDDD+Pll1/G7bffXurLUgluXNeE198fQSIp/wSgmLAMTLZv5KO0YeQLy06bEf/tS9vxzgej+Ofu9yEBGPFEsKzJWtD1EBEREc21khf4dXd3Y8eOHXjqqafyLvRrb2/HU089hSNHjpT6klSiDSvqMj4upGcZAMyptolC2jDCqbBsNeb/fqzebsR61+T1DLNvmYiIiKpIyZVlt9uN7373uwUd63K54PF4Snq97u5udHV1AZB7op1OJ/bu3YuOjo6SzpvtdR566CEcP34c7e3tZT13pVmMmSPcCm17KK6yrLRh6Gc4EmhymiEAkMC+ZSIiIqouJYdlu90Om81W8PF+v3/Wr/Xggw/ixIkTGQG2u7sbu3fvxp49e7B///5Znzud2+3GQw89VJZzVSOjIbOSXGgbhkkJywX1LM/chpH++g6rAd5gDB5/dMbjiYiIiOZLyW0YdXV1BR/75JNPwuVyzep1Dhw4gBMnTuDgwYMZld6dO3eis7MTR48eRXd396zOPVUtB2UA0Go00GknZxoX2oZhKaKyrEzDKCQsA4DTZgAAeIIMy0RERFQ9Sg7LHR0dePjhh/MeMzAwgL/+67/G4cOHZ9Uu4Xa71daLzs7OaZ9Xnjt8+HDR557q0KFD2L59OxwOR8nnqmbpAXmm7a4VSlgOZtlwZCp1gd8MPcuKOpsRAOBNjbMjIiIiqgYlt2Hs2bMHd911F2677TZ0dnZiy5YtAOR+4v7+fvT09KCvrw+A3LP8xS9+sejXUBYF5gra7e3t6pi6np6eWfcv9/T04NSpUzh+/DieeeaZWZ1jodDptEBqoV6Dw1jQ1yhV4mgsiURShE6b/XstUZTU6rO1gJ5lAHBY5cqyN8iwTERERNWjLHOWH330UTzwwAM5J11IkgSXy4WnnnpqVudXNjvJN23D5XKht7cXx44dm1VY9vl8OHDgAJ5++ulZXeNCo9VMtmG01lsK+pr04BuOJmC3GLIel97TXGgbRl2qDcMbYBsGERERVY+S2zAAubL76quv4gtf+ALa2togSZL6q62tDfv27cPzzz8/qy2vfT4f3G43gPz90cq5lSp2sR566CHs27dv1j3VC42Q9ril3lzQ16QH31CeVoz0No2Ce5atRvVr44mZR9MRERERzYeyVJYV+/fvVydSuN3usgRPJSgDyNtHrATp9OML1dXVBbvdjp07dxb9tdloNAI0GmHmA8tEm2qH0OZoi8gmtSM5dFoN7NbsFeKpHGnHReJJ6HIsDIzFJ8Ouw2rIeVy6BqdJfRyIJNBcV1j7RqXM5p5T6XjfK4P3vTJ43yuD970yqvm+zyosv/feezh8+DBOnz4NQO4l/vM///OMynG5KrRer1d97HQ6cx5nt9vVxz6fr+AFem63G0eOHMELL7ww+4ucoqHBCkGYv7CscDgKqxADQDKVlo0GLerrC9sxb2lMVB9rdLqcX9c/ElIfL2lxFHT+FUsn/25FQVPwNVVaMfecyof3vTJ43yuD970yeN8roxrve9Fh+dSpU/jCF74AQO5FFgQB3d3d6O7uxtNPP73gtrLevXs3Hn300bKec3w8OO+VZYfDDJ8vjGRSnPkLMFn91QrAxESwoK9JROPq46FRPyYmsgfawdHJWdrJWLyg82ukyevuv+ZFq7OwRYeVMpt7TqXjfa8M3vfK4H2vDN73yqjEfS+0MFd0WFZmEEupyqTyu/K5F198sahNSmaSXk1OrzJPlb7ZSaFV5QMHDqCzs7PsO/SJogRRlGY+sMySSRGJRP43mCRJeOH1AURiclgWBGHGr1EY9ZM/GvEHYzm/bswbmfwanbag89vSepvfeH8YN6xpnNdvOGarkHtO5cf7Xhm875XB+14ZvO+VUY33vajGkGeeeQY+nw92ux2PPvoonn/+eTz//PP42te+hra2Nvh8vrKPXEtv5/D5fDmPU7bRLjQo9/T04PTp09i7d29J17fQDIwE8c0XzqkfFxNH9TqtuttfvlnLZ90eAMDSRguMhsJmOOt1WnUm88l3B3HsxXMzfAURERHR3Cuqsnzy5Ek4nc5p1WOXy4WdO3fi7rvvxo9//GO1TaMcHA4HXC4X3G63GoizUSrL27dvL+i8x44dQ29vLzZs2JD3uF27dqmP33///YLOXc18U+YYSyiuAm4x6eANxNQd+qYSJQnv93sAABtX1Bd17pZ6My4Nyn+PSuAmIiIiqqSiKst9fX247777crZZ7NmzZ9aj2/LZsWOH+vq5KIsN77jjjoLO6XK50N7envNXtuNqQXzKjzZiieLCsjJrORSJZ/381dEgAmH5cxtW1BV17s/v3Kg+HvaEM1p8iIiIiCqhqMqy2+3Gvffem/PzhWwGEggEiu5pvv/++3H06FF1c5Js16VMwMi2HXY2yoi7XG655Rb4fD48+uijNROUASA+pWk+fcxbIZS5ybnaMPoujquPi60sr1xixxd/cxOe/PF7iMSSCITjOTc+ISIiIpoPRQ+zSx/RNpXL5YIkSQgEAjmPOXToULEvCZfLpYbg7u7uaZ9Xdg7ct2/ftM+53W7s2rULBw4cKPp1a9HUDT+SooREEatOlb7iD654MxbyAUAiKeL51wYAyMHXUeD85nTNdZMjY4Y94aK/noiIiKicig7L+XbRK8SpU6dm9XUHDx7Ejh078Mgjj2RsPNLT04Ouri7s2bMna1VZ6U3u6upCb2/vrK+7VkxtwwCAaBHVZWuqsuwJxHDgqV8jkra19aneQYz55AD9m7evnNX1pYflEYZlIiIiqrBZjY7Lt221IAg5q8enTp2a1Q57isceewxdXV04cOAA7Ha7uqjv+PHjOVsl7r33Xpw4cULtPV7ssoblWFLtRZ6JJe24cDSJUU8EbS1yW01vqgWjpd6Mmzc0z+r6nDYD9DoN4gkRIxMMy0RERFRZRYflXH3D6XKNj1M2MSlFZ2dnwX3JANDe3j6r3fleffXVor9mIVB6ljWCADG1gK6YyvLUQeHpUzGUPuaWejM0s/x71ggCmpwmXBsLYcQTmfkLiIiIiOZQ0W0YkiTN+hdVnlJZ1mknw2wsXnjPcoPDlPFxelgOpx4rfc2z1ZJqxWDPMhEREVVa0alm3759aG9vz9hZbybKznunT5/GP/3TPxX7klRGaljWaRBLPS6msvyR65fizXOjuHhN3iAmnDYVIxQpT1huSoXlqQsIiYiIiOZbUammo6MDe/bsmfWLbd++fdYL/Kg8lLCs107+UKGYsOy0GfGXf3gz/vjQzwFkryybTaWF5TqbPEXDG4yWpXWHiIiIaLaKasMopld4Ls9Bs6f0LCvbVgPyAr9i6LQaGPXyNtbpYTlUpjYMp9UIAEgkpbzbahMRERHNtaLCsrKTXinKcQ6aPaWybNDNrrKsUDYnUdow4glRPXepYVmpLAOANxAt6VxEREREpSh6gR8tbAklLKcqw0Dxu/gBk4E4FJW3tg6nVZjNpVaWbUb1sTcYK+lcRERERKVgWF5k1J5lnUYd7xYtYhqGQgnEyqK+8obl9MoywzIRERFVDsPyIqP0LBt0GhgN8l9/KW0YSp9yeu+ypcQFfjazHlqNHOQ9QbZhEBERUeUwLC8yk5VlrdqKMauwPKWyHCpjZVkjCHBYUxMxWFkmIiKiCmJYXmTS5ywbSwjL5imV5fR5y6Uu8AMApxKW2bNMREREFcSwvMikz1lWwnKsyNFxwGQgDmdpwyi1sgwAdalFfpyGQURERJXEsLzIpM9ZLqWyrPYsRxKQJEkNzYIAmAzafF9aEKUNw8M2DCIiIqoghuVFJp6Qg7EclpUFfrOfhpEUJcQSohqWLUZdWXbcU2YtTwSiSCSLvz4iIiKicmBYXmTSR8eVY4EfIFeXlYV+5WjBAIAVrXb52mJJvPTutbKck4iIiKhYDMuLTEbPsqH0NgxA7lcOl2mra8WN1zWhrdkGAPjBSxdZXSYiIqKKYFheZLL1LM9uBz+9+jgcSagL/MpVWdYIAj7VsRKA3Ld8bSxUlvMSERERFYNheRGRJCmjDaMcC/wAIBiJT1aWS9yQJN3qpQ718eA4wzIRERHNP4blRSQpSpAk+XFGz/IsRsfZzJOV5WAkjnG/POLNbjHk+pKiNTpM0Gnlt+jgWLBs5yUiIiIqFMPyIqJUlQFlzvLsp2FYjDooMy98wRhGPREAQGuDueTrVGg0gnq+wfFw2c5LREREVCiG5UUknrZILr0NI5EUIYpSUefSaAS15WLUG4GYKlm31lvKdLWyJanzsQ2DiIiIKoFheRFJJLKHZWB2fcvWVCvGqDeiPtdaX77KMgAsaZwMy5JUXKAnIiIiKhXD8iISnxqWDSWGZZMclj2pfmUBQEu5w3KDHJbD0QR8oXhZz01EREQ0E4blRWRqz7KhxMqyssjPH5ZDbIPDBL2u9K2u07U2TLZ1DLEVg4iIiOZZ+eZ8UdXL7FnWAmnbUs9mIobVLL99lLFx5Vzcp2hymtTH475IniOJiIiIyo9heRGZ2oah0UyG5dgsJmLYUm0YyqYm5V7cBwAOqwFajYCkKGEi1e5BRERENF/YhrGIpIdlnW5ydBxQ2gI/ZZDGyiX20i4wC40goM5mBACM+xiWiYiIaH4xLC8i0xb4lalnWbFpZf3sLy6PBkcqLPvZhkFERETzi2F5EcnoWdZqYCh1GoZ5sounwW5Ec135e5YBeeEgwMoyERERzT/2LC8i8cRkINbrNNDrSmzDME6+fVYvLX8LhqLBLleWJypQWf7gihcvvjGAm69rxrAnjGgsievXNWLDirmpohMREVF1YVheRILhhPrYbNRCIwgQAEgAYrOYhqFLC9stc7C4T1GfCsu+UBzxhJgR8rMZ9YTx1vlRbNvYAqfVAAAQ0iZ/FOrlvkEc+WEfJAl4uXdIff5HPZdwYPct2FZvLfqcREREtLAwLC8ivlAMgNxrrNXIgdOg1yIaT86qspweQDWzCKOFUtowALm6nC+Yn7/ixaPfehvBSAL//sI5AIDJoMW2DS144N6NBV9nIiniWz/7ANk2DZQA/ODkRdy0eWlRfw4iIiJaeNizvIj4U2HZbplcmKdMxIjOYnScBpPB863zo+q85XJTFvgBmX3LoiRBFCX8sOcSfvKqG5FoAv/fd99FMJJ5HZFYEi+9ew097w4W9HqvnRnGn3ztl+qoug9vXQqdVoOVrXZ8/MZlAIA3z47ic//5R+h591qpfzwiIiKqYqwsLyL+1HbRdotBfU7exS+OSKz4oJsUJwP2ldEgfv7WFdxz28qSr3OqBvtkZfnaeAgrl9jxzRfO4VTvILRaQZ0R/bM3BuANyN8QXL+2ESOeMNqabXjj7AiSooRnfnYerhZb3hF3A8MBPP6DXiRT8/CanCY8cM9G/N5d10Gv0yAYjqOndxCxuIhEUsTj3++FXqvBTeuby/7nJiIiospjWF5EfFkqy40OE0a9kVltJT21gjs8ES7tAnOwW/RY0mDB4HgIr743hEvXfHgpVdFVQi0ADKVev95uxP/z2+0wGeS3d9+lcRw+9hYC4Tj+4V9fx3/8nS24YV3TtNeRJAn/fOJMxjnv+8Q6aDQCzKnFjE6bEX/x+zfj9bMj+NkbAwhHk/j+SxcZlomIiGoU2zAWEaWy7EirLLtabQCA/uEApGwNunmEprRdBFLnLzdBELC9vRUAcKbfg9feH857/IQ/in9//pz68eZVDdj7qc3Q6zSIJ0T8r+Pv4qzbM+3r+ocC+OCKDwDwuY+vxZN/8Qls29gy7bjVSx24/87r8PnfbJe/bjiA/iH/bP94REREVMUYlheRbD3LrhZb6nNxeIOxos4XjGSGY394bsIyANzWvkR9HI7KixHXLnPkPP6ld69lBNjtW5Zg//03wWzUIilK+NbPzk/75uDNcyMAAK1GwMdvXDbjBI2P3bQcOq18zLMvX85oSyEiIqLawLC8SMQTohoy03uWV7RM9u/2DwWKOmco1YahBMbAHIZls0GLqdH1y5034rZN0yu/ih/1XMr4eF2bE791x2oAwAdXfXj3wljG5984OwoA2LCiDhZT5u6E2dgsBtyyUa54v/LeMP7v93qLrs4TERFRdWNYXiSUqjIAOKyTYXlZkxVajRxD3cPFtRIoYdmQ2jY7/TXK7advXEF6DN2ypgFmow7xpPxsa4MFX7h3Ez5x83LcsVWuQr/9wRjOuj3qdQLAx29ars5e/saJ9xGKJCBKEr7ziw8wMCJ/s3DTdYX3H//BJ9fjujYnAOD1syP41TucjkFERFRLGJYXCX9aP7HdPFk11es0WNoozy12DxdXWVbaMEypsBwIxyHOQWU1kRTx4usDGc/95u0rkUiK6Ls0DgDYuroBH75+Kf7okxvw8RuXA5Cr6f/9397AoW++qV6XUa/F79+9HgAw5ovi355/H6dOD+LHpy4DkFtUbsnSp5yLw2rAn3feqN7Drp+eQ3QWG7wQERFRdWJYXiTSq772tMoyADTXmQEAnkBxlWGlYqtMipAkZFRxy6V/KDCtxUMUJbzf70EkFUy3rm1UP7dmmQOOtL7sy0N+nE5rubhlYws6tsjV51O9Q/juLy8AAFrqzHjk89syKu+FMOi1+MNPbgAg91O/kep9JiIiooWPYXmR8KW3YVgy+3FtqUpzsMieY2V0nNU8OYFwLvqWzw14ACCjZ/ncFS++8ZP3Acg79G1w1amfEwQBn7x1RcY5nn8tszL9+3etR2NqZ8Dx1OYj99y+Ak1O86yuceOKOjQ55fOd6i1s8xMiIiKqfgzLi4TShiEIgNWcGZaVjwOR4oJuKHW8zTxZiZ2LvuVzA14AwPJmG5Y3WwEAr/QNqXOd77/zOrVvWrHzthX4+7234bfuWAUA6L04jhHP5Bxoi0mHz+/coH6s12mwPW3iRrHk8XZL1NcqtqWFiIiIqhPD8iKhBMU6mxGaKSPR0ivLxUxzUCrLTutk+C73rOVAOI43zsptDde5nFjWKIflwXH5z3P92kZ85Pql075OIwhY2mjFR29Ypj73yntDGce0r26AXif/I5AUpZKr4ndcvxQ6rQBJAv7X8XfmpCWFiIiI5hfD8iIxkKp0KpXZdFaT3EaRSEqIxgtbnCZJkhoGnTaj+nw5Zy0PTYTw0GO/Uj++rs2pLqRTFuzdvc2Vdx5yg8OE9alpFd/5xQX8lydexkSq7WLEE0Y8Ic9GFkUJ//qTsyWNfmupM6u9yyOeCI7/8oNZn4uIiIiqA8PyIiBJEtwjQQCTm5Cks6W1ZQTDhVVDo/GkGlgdFv2czFp+9b1hKNm1uc6E69c0YkmDRf18k9OETavqZzxP+oYmg+MhPP+aGwDw7oXxjOPeOj+KX7x9taRr/ugNy9Rd/372xhVcHswcx5cURXXzknA0MW1jFyIiIqouupkPoYVuzBdBOLU1tat5eli2pm3AEQjH0ZhaqJZLLJ7E//neafVjk0EHs1EHfyhe1p5lZSxck9OE//bH26HRCGhtmFyAt6LVNq2lJJvbN7fi1feGcKbfAwB46Z1r+PD1S/G9X8lTMJY0WiAAuDYWwjdfOIe1y5xZv6ko1O/deR3evTCGaCyJn7zaj89+bC2ujgXRc3oQr78/AkmSoNVq1BFz6111WNlqx5IGM25Y14QGR/77T0RERPOHYXkRGBgOqo9nrCwXUOl85b3hjKrsEz/sUx/7y9SzHI0l1YV9HVuWQJPaOCU9HBeyyx4gj7b7T79/M3ovjuMfu95CIBzH49/vRTCSgCAAv3/ndXDajPi7f3kN8YSI//O90zjwwDaYDLP7x6PebsT29iX4+ZtX8HLvEE71Dk07JpGcbHc56/bgrNsDAPj3F87h9vZWfOyG5Vi73DHjlttEREQ0txiWFwF3amc6nVZAa1obgyJ9OkYhbRSnL47l/Jw3GJ3FFU73vtuDpCj3YGxe1aA+3582ZaLY/uJNq+rRUmfGsCesTqvYcesKbFkjz2j+vbuuw790v4/B8RD+9SdnsedTm2d37f0T8ATk+5B+hWajDrduakG9zYhEUsSIN4LBsSAm/NHUhi7yQsOT7w7i5LuDWNZowcduXI47ti6FxVTcP6rRWBJarQCdlp1WREREpWBYXgSGx0MA5C2hs4UnW9qc5OAMExxEUULvxfGcn782FprlVWZSZisb9VqsWeZQn//gik99rIyOK5RGEPCxm5bhWz+bXHi3aeVkz/PHbliGM5cn8Mp7w+g5PYiljRb85vZVBZ8/EI7jX7rP4LX3Mzcl0QjA5+/ZiNs2tUKrFeAeDuDrz57JCP7ZXB0L4ZsvnsN3f3UBH75+Ke7a5kJLXfY50PFEEmcHvBjzRvDqmWH0XRqHQafF8mYrdFoN6mwG3HPbSqxcYi/4z0NEREQMy4uCMuHCnKOtQK/TwqDXIBYXZ6wsXxz0ZQTqJqcJD/3uDfiHb7yGcDQJTyAGSZJKbh+4cFUOxauW2NWAnxRFvJu2E9/5AS9GPGF1B8JC3LFlSUZY7vrpebSvboBGECAIAj6/cyMuDfoxPBHGd35xAaFoAp/72Nq8f55QJIFfvn0VL7zuxrhPriibjTpc1+ZE36VxJJISTrziRp3NiKeefQ/eKTslCpB3IBQAvP3B9Kp9JJbEC68N4MXXB3DTdc34xM3LsWlFvdqacvGaD0/8oBdDU755iMaT6n0E5AWTG1fW4/b2Vty6qRXGKbOpiYiIaDqG5UVAGY+mzBTOxmrSIxaP5t3FLxSJ4+vPncl4bkmDBcubrNi8sgGvnx2BKEo4c3kCm9JaJ4olShIuDcohL72q/ObZUXXsGyC3OPzqnavY9dG1BZ/bG8z8810dDeLtc6O4aX0zADnk7r//JhzuegtD4yE893I/hsfDuO831k0L5bF4Et2/vozv/vKiuoASAD524zL87sfXwWLS4WdvXsE3TryPq6NBPPrtdyCmWksEAfjcx9ZiR2qnQSX4egNR+MNx/LpvCD8+dTnj9SQJeOPsCN44OwKnzYDNK+uRTEp47f1hiGn9Hi11Zty0vgmiKLfFxBMi+i5NIBpP4r3LE3jv8gSee7kf/79dW7G8afooQSIiIprEsLwIxFJh2ZAnLNvMekz4c4dlfyiGf+p6G1dSI+gsRh1C0QSa6+UAefP6Jrye2jzk3184h7/4g5szFg4WY2g8hHBUroavXjoZll94Xd6yutFhxLImK969MI6X3rmG3/nImoKmYgDA6bTKdJ3NAE8ghh+/fBk3XtekVo8bnSb85R/cjH965i30DwXw+tkRvH52BGuXObBxZT1C0QQuXfPDPexHIjmZUtcuc+CTt67ALanRcQDwofVNOPHrfgx7whBFCTqtgE91rMKtm1ozxuApnDYjnDYj2j5mw6olDvz0jQG8d3kCAKDVCNBpBUTjIryBWMbCQa1WwKe3r8KHr1+KertxWiV8wh/Fr96+ilN9QxgaD2FwPISvPPUK7r7FhU93rILZyH8VEBERZcPVP4tAPFlIZVkOS7l6lr/7ywu4PCTPDP74TcsQSlVSlR7a5rrJ4HdlNIj//d13Z3296a0DSmXZPRxQJ0Z84uY2fPh6eWc+TyCG86mpGYVQ2jhWL3Vg520r1ddTxsopHFYD/uL3b8Ynbl4OJXZ+cNWHH5+6jJ+9cQUXr/nUoLxyiR1/+Yc347/+h20ZQTkUieO//9ubGE7bZntdmxO/dcfqrEF5qg9taMb+37sJD372emg1ApKihGhcRHOW0X7JpITvvXQR//TM2/jGT87i5b5BDE+E1Ep2vd2I3/rwavzD3tvwh59cD51WPl/3r/vxX4+8jIvXfNPOSURERKwsLwrxuBKWc/eoKlXgXD3L51ML67asacAnt7nw8zflzTuU1oQ6myHj+DP9Hox6wmgqop8YkDfqOPGKvGmI02pAvV3eHfDF192pP4MGH71hGfQ6DYx6LaLxJF55bwjrXXUznvudD0bVULx1TQM+dsMy/KjnEgLhOA59801sWlmPP7vvBrVH2mzU4Y8+uQH33rYSr54ZxmvvD2NwLAS9ToM1yxxoX9eEtgYL1i13qm0Uilg8if91/F0MphZXOq0GeIMxnLnswYuvD+DOD7UVfE9uvK4J/89vb8HRH/UhGk9ixBsBANgsOvzGTW04c3kCZ1PfMFwdDeLqaBA/f/OKer+WNliwpNGCOpsRdTYjnDYDfu+u69Dz7iA+uOqDJxDDf/vX17Hz1hXqhirKoBEJEiRJ/liChNT/Ur/LB1mMOjhtRlhNOo66IyKimsOwvAjEEnJLg0Gfp7KcCsvZ5iyLoqSGvnXLnRgcn6yUKpXl9C2vFW+eG8Xdt7iKutbv/vICBkYmx7oJgoBoPImXUy0Ht29uVYP9Desa8cp7w3jt/RH8/t3r87ZiBCNxHP3RewAAu0WPT9y0HEaDFp+8xYXjv5Q3J3nv8gR+8dbVaUG20WnCzttWYOdtK9TndDoN6uutmJgIIpFqc1GcvjCGb//8A3XaxcdvXIbf+chq/MM33sCwJ4x/f/6sGvoLJU8syRyV5zAbcNN1zfidj6zBqCeMN8+PqjOblXnX8YSI/uHAjJM3EkkJPzp1GT+a0iddDGXqhhzK5d+XNVnharGhrdkGo4ELComIaOFhWF4E1AV+eWbu5qssj3rDSKRaOZY1WtF3WR4dZzJosaRRbifQ6zSwmnQIRhJwWA3wBWN489xI0WH5nVSbxNY1jdhxq/y1l6751L7r29O2rt62oQWvvDcMXzAG91Ag71i05191q3+2vZ/erIb7e25fAZtZj3858T4A4AcnL+L29taMXQ2L8fr7I/jf331XjbXbNrbgDz65HlqNBg/fdwP++7+9AV8whq8/dwY2sx43pxYW5hKOypM2vvOLC0gkRWgEYF1bHc66Pbg6FsLf/vNr+PQdq/DpjlW4e5sLd29zQZLkb26ujMhV5iujQQx7wvAGovAF4+o25eWWSIoY9UYwmqp8pxMgjy5c0WqDq8UGV4sdK1ptcFoNrEYTEVFVY1heBNSwnK+ynAqHwXBi2ui3q2mzk5c2WvDd1DbRm1bWZ8xtrrMbEYwkUJcKy2fdXviCMTismS0aufhCMXV28o3rGtVrOH9FbjHQCALWpC3427SqHgLkemvfpfGcYTkUieP51+TFgVvWNGDL6kb1c1qNBh+/aTla6s04fOwt+ENx/N0/v4bO37gO169rLHjhICAH5SM/7IUEwGzU4tMdq3HXtjZoNfI9WtJgwV/8/k34H//2BnyhOI78sA9f/M1N+NCG5qyB8fTFMTz14/fgSY2aM+g1+JPPbMXm1Q048et+/ODkJUTjSXz/pYvoH/Jj972bYDPrIQgCljZasbRx+qQLUZQQCMcRjScRS4iIJ5KIxUWEo3GceMU9rXd7JlqNgJZ6M1rrLWhymiBKEryBGDyBKMZ8EfXaJQCDqYWFr7w3rH693aJHW7MSoOVfy5qs3EyFiIiqBsPyIjA5DSP3j8GtqY1JRElCOJrM2DHu2pg8AUMjCNBqBXXjEWXnO0WdzYgrI0F1IaEoSXjlvSHcta2w6nLmwj6n+ljZiMTVkvmjfKtJj1VL7bh4zY++S+O45/aVWc/7674hdbTbb92xOusxm1c14CPXL8Wv3rmGoYkwHvvOO7jnthX43U+sm/G6r44G8c/dZ9TtuXVaDf7svhuxbrlz2rFLG634k13X46vffAPReBL/+3unsaTBgtvbW3HLxhZEYklcHvTjTP9ERqhc0WrDH+3YgLWp+3LP7SuxbWMLnvhBLz646sOb50bx3v/pwSdvceGTt7hybgWu0QjqNy+iKKF/2I/zV7z42RsDGPNl331Rr9VgaZMFSVFCKJJAKJpANCa39iRFCdfGQup7YnmzFbduasXnNq1Fa70FgXAc7iE/+ocDcA8H0D8UwLWxoLo7oz8UV8fZKQQBaLAb0eQ0o6nOhGanGQ6bATaTHk6bAcsjSSRicWgEAXqtBnq9pqhvaoiIiIrBsLwIFDJn2ZYWrgKReGZYHpWDUHO9GecHJgPtltWZs5SXNlrQe3EcF675sKTBgsHxEF7uKyYsy2HToNegrUWuikqShA9Sz69d7pj2NZtXNeDiNT/ODngRiSVgyrLxykvvDgIAVrTYsgZYxe/ftR4DIwFcvCZP/Xju1/2wWwy4bXMr6mzT2wXiiSR6Tg/iG91n1Ckidosef7Jra97XWdfmxJ933ognftiHCX8Ug+MhfO9XF/G9X12cdqzdoscDOzeqc6DTNdeZ8Z9+/yb8S/f7OHl6EJFYEj84eQnPvzaA7e2taF/VgNXLHHBYDNBoBCRFEcMTYQyMBPHBFS9O9Q6qvc0KAcCyJissJh0uXPUhKUqIJ0VcGQniI9cvxUdvXIaVrXZ1w5PzA168n+qTTooSrowE8d2RC/juLy9g5RI7OtqX4Pq1jdBqNTAZtDDoNLCYtPCH4giG44jEkognRaR3hkgSMOaLYswXxfvunLcxg1YjwKDXyOE5tcmOUa+Vfxm0MBm0sJn1cFgNcFgNcFrk3+tsRtTbjdMWaBIRESkYlmucKElqv3He0XFpM5GD4TiQNsXCnVpwt6zRgjGf3I9qMminbdKx89YV+NXb1xCNJ9WRZReu+nDxmi9jXnIuSgV59RKH2rowOB5SA93aLAF065pG/PjUZcQTIr7ziwv4g7vXZ3z+zOUJdSzaHVuX5n19o0GLv/oP2zA8EcY//Ovr8IfieOZn5/HMz85jzTIHdty6AomkqAbF184MI5KqsAqCXLW+80NtBc2X3rCiHn+35za8dmYYL/cN4czliYzlew0OIzavasDnPrY2bxuLXqfFFz+1GZ+4uQ3fe+kCTl8YRziawE/fuIKfvnFFvTaLUYdoPJkxF1ohQB7Rd/ctLmxZ3ah+ozTui+CHPZfwq7evISlK+PlbV/Hzt65iSWoCSFuzFSuX2HGdqw6BcBxnLk/gTP+EWmW+POjH5UE/vvniuRnvR6mSovwTkTCSAPLvQjmVViOgwZGqZDtNaKozo7nOhJY6C1rqzbOeF05ERLWBYbnGxdMmNeTblGRaWE4Z90VweVCutK5b7lQXb2ULcA0OE+7a1oYfn7qMMV8ERr0G0biIb75wDn/5hzfnXcglihIupELtmrQK8slUVVgQgI0r6qd93XVtTtx0XRPePDeKF18fgNWkw299eDUEAD9/6yr+/fmzAOTWiNvaW3O+vkIQBLQ2WLDv/pvwv793GkOpKSAXrvrwf753OuvXNDlN+L27rsNN1+VfrDeV2ajDR25Yho/csAzjvgjeuzwBp9WAFUvscFgK6/NWrFnmwJfvuxHnB7z4yav96Ls0oc7ClqTp87MNeg3aVzWgY8sSbFxZn3VBY4PDhM/v3Iidt63AD166hFfPDCORFNXe49myGHVodMrhtKXODItZj1g8CV8wBn8oDn8oBm8whgl/VG3XSCcIcv/3siYrljZYYLcakEiKiMfFVB+2iFgiiWg8iWhM/j0SS8IfisEXjKvbvyuSooQRTwQjnukLE5Xrba6Xr7Wl3ozmusnHdXYjW0CIiGocw3KNSw/LedswzJltGIrX3h9RH2/b2IJnfnoeAHKGOWX75KQo4Z7bVuBHpy7j/BUvei+NZyysm+rKaFDtg1X6chNJES+9ew0AcMPaJnXmcjpBEPAfdm7EhauvwBuM4QcnLyGRlKDVCPhhzyUAcsV476c2FxVAXS02/M3uW3Cm34Mzlyfw4hsDGfdSqxHwG9tcuPm6JlyXZc5ysRocphkr34VY1+bEuratEEUJl4f8GBoPwROIIRxNyDOXG61oa7Giuc5ccMhrrbdg76c34w/uvg6vvz+Cdz4Yw8BIAMMTYWSbq6ERBDTXmdDaYIHNrIM3EMOV0RA8AbknOhRNIDScgHs4CI0goKnOhJY6M5rrzVi73AGbWQ+zUQdRlDDqjeDaWDDVFx1ENC63bKT3SZsMWrQ1W7Gi1Y5VS+xoa7HBaTXCYdWrP6FIF4kl4AvKwXkiEMWoN4wRTwSjnjBGvBGMecMZFfhQNKFWyafSagQ41XF5xrTRefI8a0eq3cNu0XPRIhHRAsWwXOMyK8t5Fvil9SgHw5NVyFfPyPONVy2xo7nODG9Inm6QqzWgyTnZmrF5dQN++sYVhKIJvP7+SN6wrPQlA/K20QDw2hl5LByAvDOJnVYDHvn8Njz2nXfQPxTAsy9PzgpubbDgT3ZtVUN8MQx6La5f24jr1zbitz68Cp5ADEZ9qh/WoMXSVmfWOcvVQKMRsHqpo6D2l0JZTHq1Eg7IG6+M+SJIJiVoNAL0Og0sJh3MBt20bx4kScLVsRDePj+Kt86P4oMrXkiS3CY0PBGWp6BMb9kuSCSWxPkrPnXjnHQmg1bd3MZpM6qPm5xyq0X7qoaM/nxAviaPP4oRTxhDE2GMeOTrG/aEMTIRViv2gPxN4bgvivEciyPTWU26VHCWA7TDkuqhVj82wG7Vw2ExwGTQcqQeEVGVYFiucfHE5I+cdXkqy7rUAqxILKm2YQwMB9Q+4ls2yTu7KeE1V1huTNuK2RuI4YZ1jTjVO4Q3z43ij3ZIOauZF1Kv0+Q0wWkzIpEU8b2X5PTUUm/G1rUNWb9O0eAw4c9+9wb87b+8pgaXBocR//n3b8q6YUqxTAYdljRM/uOS714uFga9Nut4umwEQcDyJiuWN1lx7+0rEYklcOmaHxcHfRganwyk3mA0a1/1bEViSURicujNxaDXwG4xwGk1qGG6zm5Evc2IersBTU45VGs0AkwGLURJHr/nC8rtIh6/PCpP+TXhj6nrBNIFIwkEIwm1Ip6PXqdJhWh9KkTL12ZPe04J2TazngsUiYjm0IILy93d3ejq6gIAeL1eOJ1O7N27Fx0dHSWd99ChQzh16hR6e3vhcrnQ0dGBffv2weEoX2WuEmIF9iwDcitGJJZUN+944XV5NrFOq1FbBPxKZdmSfdGT02aAViMgKUoY9YZx03XNONU7BF8whgtXfFjXNn2RniRJOHdFmXghf/7VM8PqzOXf+fDqrD9On/7aRvz1A7eg5/QgRjxh3L3NVZagTOVnMuiwcWU9Nq7M7EOXJAmxuIhQVJ73LYoSREmCKMl97Xq9BnV1FgT8EUiiPA88KYpIinI1+IOrXpwb8OHKSADjvmhBG7DE4iLGvBGMZdlMZSZajQCLSQeLUYd6uxHrlteh3m6AzWyAUa+RWy8EIBpLwpfqx/YFY/Cpv8fV9qN08YSIMV9EXVCbjyAAdrMe9ilV6vSgLYdrPewWA3dSJCIq0oIKyw8++CBOnDiB48ePo729HYAcnnfv3o09e/Zg//79RZ/T7XZj9+7dcLvdGc91dXWhq6sLTz/9dMlBvJIKbcMA5LnFo94IgpE4YvEkXu6VF9fd3t4Kh8WAeCKJcFT+D7szR2VZIwhodJgw7AljzBfFnR9qg16nQTwh4lTfYNaw/HLvkLqQbr2rDoC8VTYANDpMuHXTzAvzFHaLATtuXTHzgVSVBEGA0aDNGejUbca1wrT2l9Z6CzakLQJVFiNeGQli1BvGWGp3QXkhYQzBaAKxeGktNElRSi1KjOetXuu1GjhtBjTYTWiqM2HVUrmtqclpht2sh6CRZ077g/HJIJ0Wqv2hOLzBGILh+LQ+cUkCfKE4fKE4riA44zUb9HLV2q4EaKUFxKJXW0HsZrlibbPoYdQzXBPR4rZgwvKBAwdw4sQJHDx4UA3KALBz5050dnbi6NGj2Lp1K3bu3FnUeXfv3o2Ojg7s3bsXTqczIygDwEMPPYQXX3xxwVaYC13gBwC21MYkgXACI96IWpX+UGrGrzfVggHkbsMA5FaMYU8Yo94wTAYdPrShGS/3DuHXvUPo/MQ6GNL+4xtPiOj6qTxarLXejA9vXYKkKKLvoryl9vXrGvkjZpoVnVaDtmYb2pptOY+RJLlynUhISIgi4vEkvKEYRj1ysB7zytXdcV8UE/4I/OE4ZrNbeDxtK/CzA9M/L0AOsSaDDrZUlbjeJreArFvuRL3diEaHCU6bQZ1uklmhjmUG7dTv2VpaYvHc25Jno9dpYDPr4bQZYTZoYTXJ12g16+VAPeWX1ayHxaTjlBAiqhkLIiwrARYAOjs7p32+s7MTXV1dOHz4cFFh+dChQ9ixY0dGRbq9vR0HDx6Ey+XC4cOH4fP58Nxzz2V93YUgltazPFNYVsbHBcLxjB9JN6X6kH3BySkZM4VlAOo5PrJ1KV7uHUIomsCrZ4Yzpj5cHvTDl5qj/LmPr4Nep8VZt0ddRLV1Te5FgUSlEgQBWkGA1gAYoQVMetTZTVjZmv2bY1GU4AvJY+08/igmAlF4AzEEIvImKwHlVygOfzie8c1qPhKAaFxENC73QWM0f4VYAKDVCtBpNdDrNDDptTCbdLCadGipM2NdmxNOq9wOYjJoodMKSCQlhKMJuRUk1RLiD8VTQTuW8xuBeELEhD+KCf/MixjV6xPkn1TJgVoHm0mvVqrVoG3KDNg2s37Gf0cREVXCggjLR44cAYCc7RDt7e1wOBxwu93o6ekpuG3i1KlTOH78eNbP7d27F0888QR8Ph9Onjy5YMNyPF54z7ISloOReEavZKMalgurLDc5JsOyJEnYsLIeLXVmDHvC+NbPzmPrmkb168+nepUFAJtXyT9Cf/OcPK5OpxWwKctsZaJK0WgEdTQcCpj0F0+ICEXiCEYSCEUSCEbiCEUSCITjGPfLFWtvMAp/SH5e2dFQzDJfOp0EIJGUkEimZkgjDnjzfolKq5FDtkEvh2yTUYcljRasNurkaS86uddap9NAqxEgSXK7iSQImPCG4QvFEAgnEAzHEYxkD9iSBPUbh6HCLgsAYNRrU+FZJ4dtkw4W0+THFpMcvC2myc9bzXpODyGiObUgwnJPTw8AYPPmzTmPcblc6O3txbFjxwoOy3/7t3+b9/NbtmxBT08P6urqCr7WahNPFt6GoWxMEUyrLNvMenULaV8oLSznmVncXC+Pj4ulFik1Oc34g0+ux//7zNvwheLo+uk57P203EqjjIxb3myF2ahDKJLAL9++CkCuKnMxEi1kep1GHllX5EJTSZLgCcQw4glhzBeRK9kBudXCH44hGEkgEk0gGk8iFhcRT4pIJkXMkLEByME3KcqbtfiL3O1QoxGg1wow6OQtxOtscuXaaNBOBm2dBlqNBgKAZFJCOJZIBWf5m4VAnop7NC5f19j0KYD5r0sQUgF6erhWQrXZKC/ENKcWZFqM8nNmo44VbSLKq+rDss/nUxff5QutbW1t6O3tRV9fX8HnTu99zsbr9RZ0XDVLX8Ckn2GBn9JuEYwkMJDa4rrRkTYKLlVZ1uvkMXO5rGi1q4/7hwJocpqxdU0jPnrDMvzy7av4dd8wfucja9BcZ8aFq6ld+5Y5IUkSfnDyorqI8N7bVxbzRyWqGYIgoN5uzLoRz0xCkThGUj3J494IJvwReFOLBANhuYIdjslBO54Qi+rBFkUJUVFCNC7CHy48aAuCHGh1WgEGnQZWkw76VPVap9VApxWg0Qhyn7MAQASSkoRkUkQ0LiIclYN2rrGCyjg/eZJP7oWWueh1mskwbdTBYtTCbNLLv6c/nx6608J3ttniRFQ7qj4sp0+pyLfITgnS6ceXqre3F0D2Pul8NBphXv/FqU3tDKbNskNY+ugsi1mXdxexm9c345+fOwMJ8o56ANBUZ1JnCntSPYt1NiP0eVbIu1psMOg0iCVEuIcDuHWzPM3idz6yGi+9cw2iJOHEK/349B2r1T7I9a46fP+li/jJq/Lf36aV9diwsnpbMPLdc5o7vO8zc9iMcNiM6hjGmSSSchgNRRIIR+UqsCfVi+1NTeUIROKIxEQEQvJukLFU0E4kpYLG80lSKvymgvZsCAB0GkHt1dZpNdBqBWg1ct+5oBEgCAAkAWIqaMeTIqLxySk+ucQTIuKJWEarWbFMBq1csVYCtUmvhmlrekU7LXBbTDqYDDqYjNqsgZvv98rgfa+Mar7vVR+WleouADiduf/lb7dPVjN9Pl/J0yu6u7sBAAcPHiz6axsarBXpn3M4zNOe0+rlv2JBAJoabXmvq77eig0r63Hm8gS8qa2Jl7faUV8vbzxxZUwO0GuWO9Xnclmz3IkzlydwZSykHltfb8XHbl6On70+gJ+/dRXNaRtaLG+146kfyz8VcLXase+PtqG+3lLoH71ist1zmnu879UlEk1g1BvG0HgIoxNhjPnC8PhTI/pSvc3haAKRaDJV0U4inpAgioW1jgCpPm1RQqKEwA2kihmC/LtWI/dlK88JQipwA+ps70RSRCyRRCKR/0LlDXCSGC9iIeRURoNWbQ1J/6UE7IxqtnEylE/7GpMOBp2Gfdwl4r9nKqMa73vVh+VKOXz4MDo6Oma1sG98PDjvlWWHwwyfL4zklJ3DvD75R5J6nQYez8w7h92wthFnLk+oP+60GXWYmAgiKYq4mGqZWNpgxsRE/tX6bc1WnLk8gfPuiYxjP7V9JV566yriSRHHf3YeANDaYEbX8+9DlORFiF++7wboIc34GpWU757T3OF9r4xC7rtVr8GaVhvWtOYe1ZdLNJ6ALxDDeGrqhjcQhTcYQyAUlyeNpBZIRmIJRGNJxBIiEgkRCVGacTHkVKIoQQSApASgtPeQkBawNRAgaAABk4EbEiBBvsaEKM3Y8hKNJRGNJdWf4pVCIwhqxdpk1MJk0MFs0KqPTalgbjLoYDbKPedK77nJMPVjHYwGTUGbQ9UC/numMipx32cq/CmqPiynV5PTq8xT+f1+9XGpVeVDhw7B4XDg6aefntXXi7P4F3g5JJPitI0alN3B9FrNtM9ls2VNI7p+el79uN5mRCIh4spIQF2U42q2zXguV2q2rScQQ9/FcXWzkXqbEffcvgI/OHlJPd/QeBhD43Ko33nbCjithoKutRpku+c093jfK2Ou7rtW0KDebkK93TTzwVkkkiIisQQCoVQLSWp3xECqT1uZQhKJyRNHonExVd0WkUiKqUWPM4fZqSRJXowJAElIQP5uj4IJqf8TgIzqsCTJ11jIZYqShFDqm4xy0WmFjBCt/poWrrUw6NMfa2DS62DUa2A0pH5PO15fpVVw/numMqrxvld9WHa5XOpjny/3EmmPxwOg9KDc09Oj7hJYC5RAaihwF65ljRZYTToEU/+CbU1Ntrg8NPnNSPoCvlzaVzdAp9UgkRTxtW+9jb/bcxsaUosFP33HKrx9fizjnIA8/eJTHasKuk4iIoVOq4HNLM+VXtJYWKUol6Qoj/vzBOTA7QtE4U8blaf0dodTVe5oXGnTEBFPyr3SydQ27bPZwAZIhWElFM/2JHmkFb6LIo8rTKj/fSjb9Qjy2EBDaqKKEqANejloG3Xy74bU88rkFUOBX2NIPdZqhKoM5VT9qj4sOxwOuFwuuN1uNRBno1SWt2/fPuvX6u3txeHDh3H8+PEFu2PfVMqmJIWORhIEeY6s8i/DpY0W+IIxfOcXFwAAVpMODY6ZV+g3OEz4j5/Zgv/57XcQiSXxynvD2HmbvA31r/uG1KB866YWrGi1IxZP4p7bV+ZdgEhENNe0Gg3sFiPsluInkUwlSRLiCVFdOOkPxxFMay0JRxIIReXwHYknEY0lEInJ4TuujAQUJcQTSSSTUskhXL2ukv9k5SVJkz3fc0kjCGkBOhW69RrodZkB22TQwW4zQkyK0GoEdSSiXqeBQScfr099rE/NLNdrNdDrtfLvqeN0Og13sqwRVR+WAWDHjh04evRo3rFwp0+fBgDccccds3qN3t5ePPLII/j6179eM0EZmKwsFzNHNCFO/vhjcCKMb75wVp1asXa5s+DvzG9c14SVS+y4NOjH6Ytjalj+5dvXAAAt9WbsvncTjAVWvYmIFhJBENTqZ7GztgFAp9Ogvt6KiYngtB9LJ0UR0VgSoUgc3tDkDpLBSAKhcFwO4TF5UaXcepJaXBkXEUv9mFtuP0lVwkUJophq9SjXDagyoiTNSyhPp+yyORm0NVOCdipgK4Fbp4FBp4Uu2/Gpz+lTIxeVc+i0ghzmtRp1UoxeJ0CrZVgvlwURlu+//34cPXpU3ZxkKrfbrU7AmM2CPLfbPWNQ7urqWpC7+KltGAWG5XhCzNjq+uJVH8665V7xersRf/jJ9UW9/pY1jbg06MdZtwfRWBKBcBxn3R4AwEeuX8qgTEQ0C1qNBhaTBhaTHk115T+/KEmpMK7sPBlHMJpEOBJHOJrMaEWJxJKIxZOIpEYKxhKiOvEkkUz1hSuV8VR1vBwV8oVA+fOHS1+zOStaTXqQFtSQrYbqVNCWHyuzz4XJ4F1gMJ98PDk7feosdZ124bbCLIiw7HK50NnZia6uLnR3d2Pnzp0Zn1e2w963b9+0r3W73XjooYewZcuWrGPglM8ru/lN7Yv2er3o7u4u6/zm+RRTK8uFhdLLQ/6Mwf+/7htEIrUq9fM7N6LJWdxIl61rGvCjnktIJCX89VOvIP2fkds2tRZ1LiIimh8aQVBH0TU6Z7fwslCiKCESTyAYTqRmfsuBPJQWxqOxBKJxMbVrpTwRJTZloaYazsXJcJ4URYiiHP5FUSpqkWQtSIoSkrEkouVafVoGGg2g06QCtU47GaZ1GqxY4sAffXI9TFVWSFsQYRmQ5x17PB488sgjaG9vVxf+9fT0oKurC3v27Mla+T127Bh6e3vR29uLzs7OjN343G43du3aBZ/Ph127duV9/YW64K/YNox3PhjL+Lj30oT6ePXSmRf2TbVmmQNNThNGvREMeyZ31tq0sh5NddU3S5GIiOaXRiPAYtTDYtTP6+tKkoREUg7q6sLNSAJxUYJOr8XoRAjhyOS28mpITwV0ua98coOeRFIO58qEFVFMq6arFXX5dZXfF0N1fSpRBGKiiFgCwJQNg66MBLF2iR2/8aG2ylxcDgsmLAPAY489hq6uLhw4cAB2u11d1Hf8+PGcW1Lfe++9OHHiBFwuV8YxSkDON2FD0d7evmC3vI6nFvgV2obx+vvDAOSWi4m0WZ/NdSbYLYaiX1+r0WDf/Tfi27+4gItXvXC12NG+ugHb21lVJiKiyhEEAXqdAL3OALt58r9v+XrF55IoSojGk+qIw0hq7nYkLlfVY6ne88nQLiKRSKbaXiZbXtJHIiZSE1oSSn/61HaY9BCfGp8oIhXiK1SF94dnv5PmXFlQYRmQt54upne4vb0dL7zwwrTnHQ4HXn311XJeWlVSZmyajTP/VV8dDeLamLxxyXVtTrzy3rD6udVLZ7/osaXegv/4O1tm/fVERES1TqOZbH2pVsqEFyW0y1Nc5HaYWFzMqLwroV4J8PG0x4mEiLiYCvLJyYWmba0OfPrDqyr9x5ymev9GqCz84TgAwGae+cdbpy+OA5BncN66sSUjLG9e1TAn10dEREQLQ/qEl3KrVEW/EAzLc+CDq7l3GpwLOq0Gdl8Ufn9EXYwHAJAk+ILyjzPiieSM1/XBFQ8AwG7Rw2DQQqsBkqJcVV7WaJn3P1c1y3nPaU7xvlcG73tl8L5XBu97ZVTivjc3F7YWS5CkxdhePrc+/effr/QlEBEREVEeP/zH3y7oOG6XRkRERESUAyvLc+Dltwfm9fV0Wg3sdtO0H11cHQni6efOAJBnJLe1WPOe57FvvwN/KI5bN7Xg7ltcc3rNC12ue05zi/e9MnjfK4P3vTJ43yujEvf99hsKG1HHnuU5sHaZc15fL1dTfCAUVx9vWFGHJQ2WnOdIiiICqcWAq5c65v3PsNBU80KEWsb7Xhm875XB+14ZvO/5SdLk2LlEUn6cvglMIiHJm8UoUzDSJ2AkJSQSSSSSEuKpUXfKeLukJGHT6ibcsKYeyWR11XEZlmuYEn4BedFePt5ATB2OXm83zuVlERERLUqTwVIZmZYKiqKERPrYNeVxfDJwxuJJOWwmxdSxojpbOZHM3Fpc3cVQeZy2Scq0DVPU8DsZhKW0TVMkSUJq7PKce+7lfvzRjg34xE3L5/7FisCwXMP8qcqysm1pPukbkDTY53ZrUyIionKTJCV8ylXLZFJM/S6lAqg8EziaSCAWS80KTpsHrMwKTooSoBUQDMURiyfkSqkSQpPilKCrbKmdCp+p0CkHzsmd+rCIttguVUt99e3uy7Bcw/wheWyczaKHRhDyHpselllZJiKiQinbRk/+yD2pfhzLsyOduhtdXKmayltIx1KV08yK6eTGFem7z2VUQCt9I6qYkPo/QRAgQC6iCYK8EYogyB9rNELG71qNAI1G3olXfiw/p9UI0GoFaDUaaDQCdKnH8u8CdFoNtFpNxvM6rQY6rQZ6rQY6nfyxXid/Tq/VQq/TwGTUYcPqRiTjiaprf2FYrmHKhiT2AjYkGU+FZQGA01b8ttZERFRZSmU1fTvkeOpxNJZEKBpHKJpEJJJAOBVg5fAqb6Mcjad+7D9lx7X0VoHMsDr5I/rFRAAgpILn1LCpVYKmVgmWGjVcKuFxMkAK0Go10GsFaLXaVHDUQKeGSA30Oi30WgF6vfzYoNPI4VIvwKDTQq/XwqAVoNPJ59VqBeg08nmVYCvMUCybSVIUEYtPvifSW0XiaRX5jHaRtM+HoonUN06p95ZSyU/vZU593NpgwZ/s2gpLle1iWF1XQ2WlLPCbqV8ZAMZ9EQCAw2aATsuJgkRE5SKKklpFlUOpXFWNxhIIRRIIReXfMwJsTK60ShIQDMcRjScntwrOVmkV5R/51xpNKogKShBNr25q0iqaWjko6lNVTX2qsilXLzVyyNRpYNBroddqYNBrYNBpYTTIzxlTu9KZ9FqYTTo0NtgQDEQgABmVUY2mtOBZDqIkIR4XEU0o7ykR4VBc/SYpGksilhZgs4bbhKh+YzQ13Cqfj6WCbHIe31gT/iguXvOhvcp2DWZYrmH+cKoNo4DK8pXRIACgpa76eoWIiOaS3EYgyiE2NllljcWTCEUTCIblimwoEkcomkA4Ohlq1YpsWuVMDhiiOilgoQ5onfrjeTWsagXopvx4XaeTg6leq00FUTmMGvQaGAxamHRaGA1yKDUZtDAbdTDq5efkr5PDrBJudTrNjO2Dc0WdhqFF0e0AoiS3n2S0mCSSqQArqs+p3zylnoumHRub0qIi91ZPtqvEqqxFIRv5GxWt+k2KPvV+0KfeG3qtBvrUNy7K540GLda66rFlTQOkKvsjMizXML9aWc7fViFJEi4P+gEAq5Y45vy6iIhKkUiKqR7YydAajiYQjCTgD8UQjMQRDCfUYBuOJhCJJxGLyVU4ZaxVIjUtQFwgaVYAJiusAlK9oangqoSSVBXVoJeDqhJITXotTEZdKqjqYTFqYTHqYDTo1HCrV8KtTm4JKPXH99VMkiS5ChtPfdOjtKOkKvpavQ4TnhBCkQQisYR6nHLM1I8jsWTVBln1m5G0b2J0OuXx5N+7EmCnBVzlOH3mN0PTwrB+8huf2VTgM0b2idV1HxmWa5QoSeqivboZepDHfBF1zNyqJYXtk05EVCgpVW0LR1MtB6kAGwzH4QvFEQjFEYzE1ZYEpXI7OaVA/pVMjcOq1mirETDZN5rqRdWlAoX8o365emYy6GA2yGHVbNLBbNDBYpJ/mQ06tdpqMenR3GRDOBiVF2VVQQtApSjfICnvDfn3qQsH04NvQn0ulh5q046p9PtIANRvagypyvvUb3QMOvl9Y0i1iRhnOFZ9nAq9lazQ1xKG5RrlDcQQT32H2zxDa8Wla3718aqlDMtElCmeEOHxRzE4HoI/GIM/FIMvGJd/D8URCMdSldw4ItFUeEn96DieqK6AqxGgrtRXVuHLVTE5hJiUVgGj3CpgMcoh1mrUw2KWK7JKj6tStTXq5daBcldidToNnDYjxCqcDlAI9ScASsCNJRCOpk3HiCYQTv2EIP/zyYrtpKcRBPk9YZh8b6jVekP6e2Dyl0EJt0pPtG7y+fQgq9eV/z1Dc4NhuUaNeMLq46YZwvLlITksGw1atObZ5Y+IFp5EUlRbEcJRuQc3EI7BE4jBlwq+gXACwUgc4UhiMuimRnlVOugqC7mUUVNqa0Fa76vZqIPVpIPFrIfNrIfdoofVqIfJKFdx00MNq2wzkyQJsbiY8VOAUGSypSWU/nvqpwFTQ3EkllQLNvNF7YlWAqwh7bE+8+Psz8tVfatZjyUtdoSDUUCSGGiJYblWjXonw/JMleVzA14AwMoWG/9DQlSFEkkRoUhC7cUNROLwBaOY8EfhCcTkam9YXnwWiU5WdROJyvXjKou/9DoNjKkfG6cHW6tZD7tZB7vVALvZILcgpD5vTrUqGPSsvM1GIilOC7lTw+60z6d/QxVJzMv7RgAyvqExKz3VqY8ne6wn3xPK8WbjZDuL0SBXa8v13y+dTgO7xYBENL4gK/pUfgzLNWrEI4+CM+g1cOQZHRcIx3FuwAMA2Fxlo1qIak0iKSIYjiMQkft1g+E4xv1ReAJReJUqbyiOYDShVuni8zy6SUgtHJMX9KRGaRl1cNgM0GsFWIxy9dZh1cNhMcBhNai9tiajDhajdk5aEhabeEJEIBKHP5rEtWE/fMGYPJVD+aYpkkAo9bva750KvnO9yEyrkXeFVb7BsRinhN3U7+kh2JwWfpWwW86ASzSXGJZrlNKG0VxnzvsfrbfPj6pjjW5a3zwfl0ZUM6LxJPyhGPyhODz+KEa9YYz5ovAGovCG4giE4whF4mq1d75Cr1YjqIt/1LBi0sFm0sFuMcBuMaDOaoDTboTNrJdbGEx6WIw66HXT56xnrFJnpa1gSVFMhdrJnwpMDbgZz6cqvcFwfM4Cr1zNlQOuEnjlx1pYjHqYTZO92urvpsyP2WtLiw3Dco1Sw7IzfwvGW+dGAQBNThPamq1zfl1E1UqSJLmfNxSHLxjDmC+CEW8E494IPMEo/KnwG44m1PFSc/mTao0gh1S5N1eu2NrMetgsejitRtTZDKi3G2EzG2A1KwvR5MC7mKcmzAVJkjcVCYTiCETk90Eg9X5I/xUMxxEIJ+THkTgiseScXI/aymLSy4sPU9/sWE26jIqvukAxLRizb5uoeAzLNWrUK7dhNNWZ8h534ZoPALB1TSMrBVRTkqKIQDihVn79wRgmAlGMeiOY8EfhDUZTld+EumHAXBAEwJAauC+HHD3sZj3sVjn0Om0GNNiMsFkMGaHHoNfOyfUsdqIkIRxN5A28fjX4Tj5OJMv7nZHRoJX/vo162Mypb3RMOtjSArDdakBrsx1SIgGjXiuHY34zRDTvGJZrUFIU1RnLTXkqy0lRhCcgHzfTIkCiaiBKEryBKPqH/Bj3ReANxDDiCacCcATe4GT1dy5W4msEpHaakn9srQRfh1Wu8jY4TGh0mOCwGuQqsFkHvY6hdy6JoiSH2tQYO/Wbo/SPUwsglUBczp8ImI062Mw62MyTf+dWsx42kx5W8/TKr1IN1mmnt7tMxfYXourAsFyDomk/+rOacv8VewMx9T8aDQ7jXF8WUV7RWBLj/gjGfREMjocwOB7GqDeMCb/cAqG0P5S780GrEdS+3vTg2+g0obnOjCanHH4dFgOrvfNAlCSEIgl1rJ0/FIdvyu9K+FUWvZXjPSEIgNWkTwXeKb8s+lRvd2osnVn+JqnQ0EtECxvDco2QJAk9pwfRWmeGPW36hTHPf9zHfVH1cYMjf7sGUSlEUcKoN4zLQ34MjoUxOBHCyERYDjuROMKxJMQyLn7TaQW1r9NuMaDeZkSDw4gmpwkNDjMcVgOcVgMcVj0rv/MgnkjCG5Q3MvEGo6nHkxXg9CAcCMXLMrbMYtTBbtGnRtPpUwsbMwOvLRV6lQowe3mJKBuG5Rrxg19dwNHvn4bVpMN//oOb1eeNhjxh2R9RHzfYWVmm2QuGY7g0FIB7yI/B8ZDaFxwIxRGOJcrS76nXaWAxauG0mWAz6+C0GtDklCu/TpsxY5QZq31zLymK8Ifi8AZi8AZj8Aaj8AVjahD2BmLwheTfQ9FEya9nNmphNxtgt+phN8vf6CiTPewW+e/ebpkMxXwPEFG5MCzXiKPfPw0ACEYS8Ifi6vOFVJY1goA6G8MyZReOJOAeCeDyoA9XRoMY98lzgZXWiHhCnPWPwbUaAXqdBjazHk6bAXVWIxqcRrTUmdFSZ06FYDn8aDUa9nDOMSm1+G0iEJPH36VCrz8cRySexMh4SJ0JHQiV1v5g1GvlkKtUfq2ZodeRFoTtFv4EgIgqh2G5BsQSmeOJgtHJsDziCWO9qy7r14375Mqy02bg6upFJp4QEUltSXumfwIDI0GEInGM+aIY84YRiiYQi4tIlBiEjXotrGa5FaK5zoRlTVYsbbBiSaMFrfWWrDN9aW6Eowl4AvKOf/LvUXj8ckXY4598vpSpIDqtkGpvMcJpNcBpU9pd5N+dViMcNgOcFkPen3oREVUThuUacOayJ+Pja6NB9fHLvUO4Y+vSrF83npqYwcV9tSMpihj3RZFIirg6GsKYL4JAOI5RTxhDEyH4Q6mdvkr8sbhGAAx6efSVI9UO0VpvxvJmK1a0OtBSb4JWwyA8H6KxJDxTAq8Sir2BKCZSz0VnOfNXEACH1YBGhxk2s06tBjuVQJwWis1GHUdQElHNYViuAWf7JzI+7h8KqI8dNkPOr1Mqyw12Lu5bSCRJwuB4CMFIAuO+CM70ezA4FkQsLuLykL/kXeJ0WrkibDbq4LDoUe8wodlpxrImC9Yuc6KlwcwgPA8kSVL/jsf9UUykflfaYJRAHJ7lNz4aQZBbX2wG1NmMqV+px3alMmyE3ayHwaBl+wsRLVoMyzUgGs+sGF1JqyzX5wvLrCwvCLF4Eu98MIYz/ROIxUWc6Z9QN50pliDIvaIOqzwhwmk1YFmzFe2rG1CXGpmmYRCeF5FYAuO+aGpcXlQNxeO+iPp8LF58MFUqwXU2I+qsBtTZpwThVBi2m/VsvyIiKgDDcg2IT5k0MDQRVh/nGsEUjMgzSoH8G5fQ/JEkeXOFaDyJt86N4uW+IYx5IwhGZrd7mNWsw83XNaPRYYLVrMfWtY1odpr4Y/J5EE+ImPBHMsNwehD2RWbVCmM16dDgMKHeLodfp9WYCsOTQdhh1bPyT0RURgzLNWDqj0XT59UmEtlD1sXUNtcAsGqpfW4ubBGQJAnDnjCaHCaEYwl895cXoNVosHlVPV565xrOX/HiujYnwtEELlzzocFhgt2sx9BEGImkCKtJB08gBlGSkExKs2qhaKk3w9VsAwR52/LNq+rVrXFZOSy/pCjCG4jlrgr7o+o3osUwGrRoSO0CqP7uSPvYbuKiOCKiCmBYrgGJZO4f1caTIvoujeMbJ97HPbevxEdvWAYAuHBVDss6rYAVLZULy9F4EpDkoJBIihjxhLGkwVLV1c9RbxieQAy3Osx4/Pu96Dk9CLNRC61Gg0BYnkTy/Gtu9fjX3h9RH18ZCWacK33MXz5GvQYrW+0QAbiabdiypgEmg7zphqvFVtX3ayFR+oTHvBGMeiMY90cwkVEdjsDjjxW9aYZOq0kFYCPq7ZMhuNEhh+AGh5GL44iIqhTDcg3IF5ZjcRGHj70FAPj6c2emhWVXi71i47t8oRj+6sivIQjAP/zx7fjn7vfx2plh/MHd63Hnh9rgC8ZgNuoqcn2iKGHMF0GDwwitRoMrIwHU2QzwBGL4u2+8npos8Lp6fDiaBJDZO64RAJNBh1giCZNBB40gHxfP8fel0QhY2WrDkgYLWhssuOm6JtjMBiSSIhqdJu4uVgaSJMEfjqthWP49LD/2yc8VOzVCIwiosxvU0NtgN6E+9XujU/7dbtEzCBMRLVAMyzUgXz/r1MV/gBwYlLC8Zpljzq4rm3FfBN2v9OP2zUtw+sKYWok9dXoQr50ZBgD82/Nn0VpvxqPffgdrljnwn//g5jkJGpFYAr965xp8wRjWLHPgBycvYWg8hKWNVngCUUz4ozAZtIgnxBnbIwQBMBt0iCdFSJIEQEAiKap9qcqfM53NrEdbsxXb25egrcWGtmYb5w6XQTSexIgnjJGJMEY8YQx7whjxyKF4zFf8ojmH1ZC9PSIVjp02A3uEiYhqGMNyDchXWU7vTVZcGQmq4W3N0vkNy//3B704P+DFyXcH0b66QX3+F29fzTjun555GwBwbsCrbp084gmjY8uSkoLzWbcHP+q5hMHxEMa8kawbbqTfs0iBVUZJwpQFW5lntpn1WLfciTqbAa4WGz60sQUOS+5JJZSbJEnwBKIYHA2pYXh4IowRrxyQvUX0C2sEAQ0OIxodJjQ5TWhM/WpymtGYapngNzBERIsbw3INiOeZezqRGg+X7lTfIAB5h7Wtaxvn7LqyOT/gBSDvJnZ+wKM+P7WXN913fvEBXj0zDEkCtFoBt29eUtRr9l4cx7EXz2HCH51xAoFWI0BC5iLJdBpB7j/duLIegUgC494wVrTakUyKSCQlLG20wGrWQ5Lkqv3SRgtEUcKSRgurj0WIJ5IY9UbkMDwhV4ZHPGGMesMYKaJVQoA8GrG5zoymOjOaHEoYln+vtxv590JERHkxLNeAfJXlaceKIn7dNwRAnpxgM+vn6rJUb5wdwfkBLz5+8/KM5z2BwiqAr7w3rD5+6Z1riMdF9A8F8LEbl6GtxZb1ay5e8+H5V90wGbT4xVtXc27Z3FJnxpd+ux1ff+4MBkYCWdstrCYd7v+N63DH9UuRFEVIEmAy6rhJQwlESYI3EJP7hT0RuSqstE6kfpJQKINeg+Y6M1rqzGhO+9VSb0aT0wSdlmGYiIhmj2G5BhQzg/eDAS/GfXIQub29da4uSRWNJ/G/jr8LADgzZafB2ei7NIG+S/J53rkwii/+5mZYjDosb7YilhARCMUxEYjiH7veyll9/J2PrMbN1zXj+y9dxNWxIL798w/gHg5MO+6PdmzAuuVOLGmwqD+KZxWyMJIkwReKywHYk1pAl1pIN+qNYNwXKep967QZ0FJnRku9BSuXOmA36eTWiToTnFYDF88REdGcYViuAcVUlq+MTIbCDa66gr7m2lgQb5wdwUduWAaHRZ7OUGi17lJa/++lQX/eYzWCkDGS66M3LMUv374GAFi91I6L1zK/fsQTwX//tzcAAEsbLfAFYwhGsrdZfOnTmxGMJvDe5QlcvOpD38VxnE21hFwbC6nHbVxRh/bVDdiyuhErl3D+dD5JUcSYN4LB8TCGxkMY9oQxmgrGI95wUQvp9Dq5OtzsNE1Wh+vl35ucJhj18nxhnU7Dij4REc0rhuUaUExYHkzt7qfVCLBbcrdg9F4aRzIp4fq1jTj4z68hGkvCE4jhts2t+H+feRsbXHV48HPXz/h6H1ydvsAwndWkUwNug8OIDa46nDw9iI0r6vCpjlV49cww6mxGfLnzRvzdv7yOofEQbtvcioGRQEafc3rgTafVCNBqBTz+w76c19DkNGFJowW3bmzFh69fOuOfabFJJEUMjofgHgpgYCSAwfEQBsdDGJ4IF7yJik6rQVOqV3j6QjoTnDYDR+MREVFVYliuAfkW+E31zgdjAICkKOHqWAhtzdN7ft3DAfxjajbzlztvUNsZXnx9AC++PgAAeOv8KEa9YZy+OI5QJIG7t7nUVgVJkvDKe8NY0mDBB1e8ea/nw9cvxYlX5A08PnbjMnz0hmVY2+bELRtbYDXp8eiDH4EkSdDrtNjXeSP6h/24YW0Tzl/x4p+63kJshj97Upy+K57ZqMWyJisCoTh++8OrcXt7cQsGa1VSFDE0HsbASABXR4O4OhrEtTE5GM84Og9AvcOoht+WejOa6yarxA4rwzARES1MDMs1oJgtkodTlWVAnpSRLSyffPea+rjrp+dznus//Z9T6uNgOA4JwEdvWIbLg348/oNemI06TB2hNtWH1reg0WHC0EQYO25dAZ1Wg4/fOLkQML3do9FpQu+lcfz1068AEqYF5ZWtdvz2R1bjlfeGkEiIEAQBH1z1YmmjFTdf14TB8TCSoohdH10Di2nuFzZWK2WnxKujQVwdC+Ha2GQwnukbL4tRh6VNFixpmPzV2mBBS50ZBj23YiYiotrDsFwDiqkspwul9feOeSP4Yc8lbG9vxYhnMlDnG+mW7rlf9wOQq88mgxyawjnGtLlabOqCuhWtNqxrc+Y997gvAn8ojnhCxD93n8HUnYZvuq4JSxos+MxH10Cn1eDGdU0FXXOtC0XiGPFEcG08iGujIVwdkwPxUAGVYoNeg6WNVixrtGJZkwXLmqxY0WJHg8PIxXRERLSoMCzXgGJ6ltOl7yr3P4+/g/6hAH759lU015lmfS3xhDhjeH/g3o145sVzuHl9S95qZCAch8cfxd9/4/WsOxG2NVux+95NWD3PG6tUi2g8ibG0bZpHU5MnRlKPcy12TKfTCljSYJGDcZMVrhYbXC02bq9NRESUwrBcA2YbloNpYbl/aHJKxognUvI15fO3X38NH71hGT5x83J862fnodEI+MxH1uDtD0bx1rlRbFpVjx/3XMaV0exV7V0fXYPbNrei0WGCRlO7gc4TiOLyoB/eYAzReBLXUq0S4WgCnkAUvtD0LbRzMeq1WNqohGJLqmJsRVOdiePwiIiI8mBYXuAkSSpqXm06pbI827Bdil++fRWiKOGlVH+0ezigLj781TvXph2/vs2Jjq1L0eAwon1VQ820AgTCcZy/4kUkloDHH8Nb50YwOBFGPJFEOFrYLnUKm1mfWlCXNn7NaUJLvQX1DiMrxURERLPAsLzAzTYoA8CIN4xX3htCS725qK+zmfVq0N6yugGnL47P6vVfSltIqATldNs2NMMXjKHRacbuezcu+J3YJEnCqDeCn74xgKujIUTjSVwa9BU8j7jRYcLyZitsZj0cVsPkGLbUFs4mA/9xJiIiKjf+13WBK6Uq/Pb5Mbx9fqzoLa/bmq040+8BANy8vnnWYXmqlnoztqxuwE/fuIJPdazEro+uLct5K0EUJXiDMfiCMfy6bwg9vYOIRBMzjrpb0WrD5pUNMOg1sFsM2OCqS7VKCNDrOG2CiIhovjEsL3CFhmUBuYe4pS/0y8Zh0Wf0x65d7lTDcmu9GRtcdXjf7cn59ZtX1ePBz16PV94bRu+lcdyxZQl+/tZVWEw63HlzG94+P4qhiTA6f2MdHFYDOn9j3YILhpIkYXA8hHF/FGf7PXjp3WuY8EezHisIwPq2OlhMOtTZjOjYsgRNdWYY9RpWh4mIiKoM/8u8wOVqw9BqhIzxYFazDoHwzNMRsnFYDRlheedtK/D6+yNwWA1Y3mJDg2P69Iw//OR6/PjUZZgMWjz42eth0Gvx4euXqjvkbVnTqB47dVvphRCUE0kR590enD43DPdwAG+dG8Vw2si9qW5c14TVyxyosxqwfkUdWust83i1RERENFsMywtcemVZpxXU8GzQaRCOTS4QE9MK0HqtgPgMvc4mgxaR1NfrtBrodRp1JJzVpMdf/uHN+MrTr+K/PP4yQlnmKbevbsDHblwGQRAW9MKyeELEuC+CEU8YAyNBuIcDcA8HcG0smHNWsUYQsGllHW7d1AqnzYhVS+1wWAzzfOVERERUDgzLC1x6WDYZdGpLhcmoywjL6YG2uc6Mq2OhvOdd0WrH2VRrhU6rwX/6vZvw/ZMXcc+tKwAAr78/krPNAABa6szzPrFCkiSIkgStRoNQJIFfvzeE9a46LG2w4IXXBxCOJtC+ugGiKOGt86PQagS01lsw6g1jxBOBQa+BTqPBRCCKCX8UE/4IvIHYDHsQyttnb3DV4+b1zVjRakOT0wyLif9oERER1QL+F32BS2/DMBq0ali2mnQ5w+xwAXOUXS22tLAsYO1yJ758343q57Mt6vvw9Uvx0jvXsG1jy7wF5VFvGFaTHjqtgMe+/Q4uDwVw/53r8NM3ruDCVR80ggAxbcu/7790cdavJQjAkgYL2pptWLnEjvZ1zWhxGGBmnzEREVHN4n/lF7j0yrJeOxlQ7RYDgOybehSyKHDNMgdefF1+/LEblwMARj1hHPvpedx0XRN6p4TlJqcJf/TJ9bhlYwvWLc+/fXW5vNw3iCM/7EOdzYjlTVb0XpoAABz90XvqMeLUvbFTBAEw6LSIxpOpXeysiMWTECUJdXYj6mxG1NuMaKqbHM/W2mCBMbXjoE6nQX29FRMTQSRmud04ERERVT+G5QUufWvp9N7gOntpPbLn3B587uNr4bQacOumFgDAN188hzfPjeKNsyPTjl/Zaodep8XWtIV75SZJEp59+TJO9Q7hpuua8JNX3ZAkpFomplfRW+rN2LiiDn2XJtDWbMPn79mIdz8Yw7g/gk/ctBxmow6DYyE0Ok0wG/mPAhEREU3HhLDAJdOqxOkLzpqdxW00MtXP37oKQF7od+IVN7asacCb50YzjmltsKDZaUL/kB+f+/jczUTuH/JDlCS88t4wun/dDwC4mmUr7GVNVvzxpzfj8qAfGo2AD21onjaKTZnGoWhrsc3ZdRMREdHCx7C8wKVPtYjGJxf0WUzFbTQCpEbEBWMZz0ViSQyMBDAwEph2/Od3bMDGlfVFv06horEknnz2Pbx2Zjjr57UaAXs/vRmGVGvE9WsaodEIWNFqz3o8ERERUbEYlhe49MpyKDI58cKgy9waOt+mJIo/77wBj/+gF+FoAsFw9t3mmpwmjHojEAR5PvK7F8YwMBLA3dtcZdmO2heM4edvXsHFaz68nWUL7JY6Mz5/z0a8dmYYt21uxXpXXcmvSURERJQLw/ICF08Ly+nhVj8lLGcLykrwVbha7Pi7Pbej66fncOIVNwB5972+1MI5AOrxkgScfPcaun56HklRQjIp4d7bV+LcgAcrl9iL2olu3BfB5UE/vMEYfnTqEsZ9mf3H69uc0Os0iMSS+MJvbsLSRis2zWFFm4iIiEjBsLzA5ZpsodXOPLqttcGSEZb/x7+9gVs2teBnb15Rn0sPylP9+wvn1MfHf3kBF6768Nb5UbTUmfHwfTfAF4zBF4xhRasNLfUWhCIJjPsi8AZj8AajGPNG8MFVH969MIapQyta680Y80WxcUUd/vSzWxfErn5ERERUexiWF7hc211rBAFb1jTg9IXp85AVjQ5jxsfvuz14PzVbeTbeOi8vABz2hPFfnng543PpOwDmYzPr8bufWIuPXL9s1tdBREREVC4Mywtcrspy96/74Qnk3mEPAIKRBPb/3o34v9/rhT+1mclspG+znUu2oKzTarCs0YLNqxrQsXUJGh0mmAzaed/5j4iIiCgXhuUFLteGGJcG/VmfT6/wvv7+CC4P+mcMylqNgAaHESOpnf/+2x/fjhOv9CMYSWDbxhbcuK4JJ9+9hvNXvLjnthWQADz38mU0Oc3YtrEFF6/5MOaNoMFhRKPThDqrEQ6rATaLPmM2NBEREVG1WXBhubu7G11dXQAAr9cLp9OJvXv3oqOjoyrPO9cS4kwzLjKtbLXj/BWv+nF6z3K6dW1OnB+Qj6uzGXD/ndfhmy+cw6fvWIXWBgv+w86NGcd//Kbl+PhNy9WP9366XX3s4ixjIiIiWqAWVFh+8MEHceLECRw/fhzt7XIY6+7uxu7du7Fnzx7s37+/qs47H4rdalmnFWDQabKOhUv30euXqWH503esxk3XNeOm65pnfZ1EREREC1Hpg3HnyYEDB3DixAkcPHhQDbQAsHPnTnR2duLo0aPo7u6umvPOl4SYGXqnjoyb6ky/J2dQtpknNzLZvKoeD//uDfi9O6+btusdERER0WKxIMKy2+1WWyQ6OzunfV557vDhw1Vx3vmUSGS2YWRbSLdqSfY2iJb6zC2xP59qrVjeZEW93Yjr1zbi7ltc7CsmIiKiRWtBhOUjR44AQM7+4fb2djgcDrjdbvT09FT8vPMplkjOeIzZmH3r6zu2TlaM25qtuHl9Ex75/Db8xR/czIkURERERFggYVkJqps3b855jMvlAgAcO3as4uedT8ECRr69d3lyY5HlTVb1savFhj/asQErWmzYfe8mCIKA1UsdGe0YRERERItZ1Ydln88Ht1veermuri7ncW1tbQCAvr6+ip53vk34s0+zyFYYdlj0+LP7bkCDw4gmpwkbXHX4xE3L8ZUv3IrVSx1zfKVEREREC0/VT8NQAi0AOBy5A50SeNOPr8R5AUCjEaDRzE8bw6WhQNbnle2j777FhaQo4eXeQdxz+0q0NFjw1f/YAZ1Ww17kEmi1mozfaX7wvlcG73tl8L5XBu97ZVTzfa/6sOz1Ts4EdjqdOY+z2+3qY5/PlzcAz+V5AaCxcf7mCn/nv3963l6LpnM4zDMfRGXH+14ZvO+VwfteGbzvlVGN97364jsRERERUZWo+rCcXvVNrwZP5fdPbu9cSPV3rs5LRERERLWj6sOyMo0CkNsgcvF4PAAKD7RzdV4iIiIiqh1VH5YdDocabJXgmo1SAd6+fXtFz0tEREREtaPqwzIA7NixA0D+8W2nT58GANxxxx0VPy8RERER1YYFEZbvv/9+AMi5i57b7VYnVWTbtnq+z0tEREREtWFBhGWXy6WG1e7u7mmfV7at3rdv37TPud1u7Nq1CwcOHCjreYmIiIio9i2IsAwABw8exI4dO/DII49kbBDS09ODrq4u7NmzJ2v199ixY+jt7UVXVxd6e3vLdl4iIiIiqn2CJCl7vS0MXV1d6O7uht1uVxff7du3D+3t7VmP7+3txUMPPQSXy4Wnn366bOclIiIiotq34MIyUa3o7u7Gzp07K30ZRHOG73FarPjery1Vv931YtPd3Y2uri4A8mYpTqcTe/fuRUdHR1Wet1bM1f05cuQIDh8+nPVzO3bsWNT/Mu3t7cXhw4fL9hMcvscLU+77zvd44Q4dOoRTp06ht7cXLpcLHR0d2LdvX8lz/Pnez2+u7jvf+7kdOXIEzz33nHrPN2/ejP3792fscTEbFXuvS1Q1/vRP/1Rav369dPr0afW55557Tlq/fr301a9+terOWyvm8v5s27ZNWr9+fdZf6a+3mPT396v3vFz3ge/xmc3FfZckvscL0d/fL915550579PJkydnfW6+93Oby/suSXzvZ+P1eqU777xT2rZtm/TAAw9In/nMZzLuS39//6zPXcn3OsNylXjkkUek9evXS8eOHcv5ueeee65qzlsr5vL+HDt2TLrzzjul/v7+rL8Wo2PHjklf/epXyxra+B6f2Vzcd+W8fI/P7M4775QeeeQRqb+/X/J6vdLp06fV9+b69eulbdu2SV6vt+jz8r2f31zdd0niez+Xz3zmM9Pec6dPn1a/sXjggQdmdd5Kv9cZlqtAf3+/+g9vNqdPn5bWr18v3XnnnVVx3lox1/fnzjvvXNT/ocon/d6XEtr4Hi9Oue67gu/xmX31q1/NWfV64okn1L+PbCEgH77385ur+67ge3+6Y8eO5azWHzt2TP0GpVjV8F5fMKPjapkyzzlXz017ezscDgfcbnfODVTm87y1Yi7vT3d3N9xuN7xeb9aRhYud0+ksy3n4Hi9Oue47wPd4oU6dOoX9+/dn/dzevXvVvtmTJ08WdV6+9/Obq/sO8L2fy5YtW3K+H7ds2QJgdv8Oqob3OsNyFVD+cjdv3pzzGKUp/tixYxU/b62Yy/vzxBNPAAAOHDiAXbt2YcOGDXjwwQf5L9Yy43u8cvgeL8zf/u3f5v28EiLq6uqKOi/f+/nN1X0H+N7PJd+C4dOnTwOY3SZv1fBeZ1iuMJ/Pp26Gku8f2ra2NgBAX19fRc9bK+by/vh8Pjidzmmrfk+cOIFdu3bh0KFDxV8wTcP3eOXwPV64mSaOeL3ego5Lx/f+zObivgN878+Gz+fDkSNHcPDgwaInhFTLe52j4yosfdfAfGNslDdJ+vGVOG+tmMv743A41A1wfD4fenp68MQTT6hVh6NHjwJAzh8RUmH4Hq8cvsfLR7lnxewUy/d+6WZz3wG+94ulbAzncDhmNTauWt7rrCxXmPLdLZC/l8dut6uPfT5fxc5bK+br/jgcDuzcuRPHjx/H008/rf7DfvTo0UX/I7tS8T1eHfgen73u7m4AwMGDB4v6Or73SzPb+z4V3/u5dXd3Y/fu3di1axfcbjd6e3uxe/fuoivv1fJeZ1gmmicdHR04fvy4+vFiXHRDtY3v8eIcPnwYHR0dRVc3qTRzcd/53s+0c+dOPProozh+/Dj27NmjPn/06NEFeW8Yliss/Tul9O+gpvL7/erjQnYdmqvz1opK3R+Xy6X+i+Pdd98t+XyLGd/j1Ynv8cIcOnQo40f6xeB7f/ZKue8z4Xs/k8PhQHt7O/bv34/jx4+r78FiFuFVy3udYbnC0nt48v3owOPxACj8TTBX560Vlbw/d9xxB4DMf7ipeHyPVy++x/Pr6enBiRMn8PWvf31WX8/3/uyUet8Lwfd+du3t7fjjP/5jAMUtwquW9zrDcoWlN70rf9nZKP/gbd++vaLnrRWVvD/K685msQNN4nu8evE9nltvby8OHz6cUWkrFt/7xSvHfS8E3/u5FTsJA6ie9zrDchXYsWMHgPzfbSkzCpXvWit53lpRqfujLPwodmQRTcf3eHXiezy73t5ePPLII/j6179ecmDje79w5bzvhbwWwPd+PsV+I1EN73WG5Spw//33A8i9IMDtdsPn88HhcBS1IGGuzlsrKnV/enp64HA4cM8995TtnIsV3+PVie/x6dxu94yBraurq+Dz8b1fmHLf95nwvZ+b8o3E3r17i/q6anivMyxXAZfLpf4FKyNt0ilbPWbb+cbtdmPXrl04cOBAWc+7GMzVfT9y5AgOHTqUdd5jb28vurq68Oijjy7qPsJ8CzWm4nu8fMp13/keL47b7cZDDz2k7irn8/kyfrndbhw5cmTauDG+90szF/ed7/3c3G43uru7c/YWHz58GPv27cu6bXXVv9clqhp/+qd/Km3btk3q7+9Xnzt58qS0fv166atf/WrWr/nqV78qrV+/Xlq/fr10+vTpsp13MSn3fVeeX79+vfTII49I/f39Un9/v3Ts2DHpM5/5TM6/p8XkueeeU+/Rc889l/dYvsfLp1z3ne/xwvX39///27t/nra5Pozj1y09a8z9BsxIpDhsYSAdE4lkbAbckUiErbCEEQbUCbKUMUFixQwZ20RixQyMxG+A8AKIeQF+BmTfNon5T0vg+5FQqf8eWx6unv7OOUGhUEi8s7Sfu++Nb//53uq98+2nW1lZid7N7u5uMBqNgiAIgsFgEHz9+jVot9up5773b/2fIAiCt4vieCrHcdTr9ZTJZKKC9WazmVr/FK6OY5rmvVPhPPW6n81rvvder5dY0ckwDOXzeVUqlU/936HS7bu5uLjQ8fFx1PtgGIaWl5c1Ozs78f3wjb/ca793vvHH8X1fpVLpUYskWJaVmKdX4tt/rrd873z76cJBlIPBQL7vyzRN5XI5zc/Py7bte3vb3/u3TlgGAAAAUlCzDAAAAKQgLAMAAAApCMsAAABACsIyAAAAkIKwDAAAAKQgLAMAAAApCMsAAABACsIyAAAAkIKwDAAAAKQgLAMAAAApCMsAAABAiv/97QYAwDRzHEfb29vPPr/b7cqyLPV6PW1tbWltbU2NRuMVW/hnTHv7ASANYRkAXoFlWbJtW/l8XoZhSJLK5bIkyTRNHR4eyvd9SdJgMFCn09FwONRoNJIktdtt+b4vx3GmMmxOe/sBIA1hGQBewPd9maapbrd773GmaUa/W5alarWqUqkUbWs2m+p0OrJt+83a+pamvf0AkIawDAAv9JyAaBiGqtVq1NtcLBZVLBZfu2l/zLS3HwDSEJYB4AVM05RlWc86l15YAHj/mA0DAF6gUqkkSiyewrKsKGgPh0Pt7e2pVqtNPLbX62l9fV17e3uSJM/zVK/Xlc1mtbCwoE6nEx07HA61vb2thYUFZbNZ1ev1qAd7Et/3tb29rXK5rGw2q1qtlrjeY9zX/rCWuV6vy3EcSbcDI+P38zzvSfeTbt9J/Jp7e3uJZ3Zdd+J5vu9rfX09+imXyyqXyy8aqAng4/onCILgbzcCAD6ibDYr6bb3+eTkZOIxnuep1WpFwc4wDJ2fn0f7XddVp9OJ9tu2rUwmo7OzMy0uLurm5iYKizs7O5qZmVGr1VKxWFQmk1G/39dwOJRlWRPrql3XVavVUrPZVLFYjIK267qp5zy1/a1WKwrDzWZTFxcXurq6Uj6fl+u6Gg6HkqTz8/NocORT7tlsNuU4TnRuPHg3m82xAYflclm2bUfbfd9XrVZTLpfT/v7+g/cH8MkEAIA3MTc3F8zNzQWlUunBY7e2toK5ubmgUChM3L+yshJd7/fv36nnfv/+PbHv8vIyOu/y8nLivsFgkNg+Go2ic3Z3dx/zqA+2v1AoRPtPT08T9wr3tdvtR90rFLaxUCgknmE0GgWlUmnicx8dHU18F6enp2PvDgCCIAgowwCAd+ChuudMJiPpdiBdpVJJ7Av/7vu+fvz4kdhnmubEHlfptmzBMIyxe8e3HR8fv0r7w1KV5eXlxEBAwzCUz+clKephfqq1tbXE/Q3D0OHhYfT3eEnJ5eWlpNsSjrhisfjschoAHxsD/ADgHZiZmbl3/7///ivpv9D8lHNnZmbk+/5YGO33+5L+mw86LjzW9335vv9gecRDbbhPGFKfGpYNw0htWzjw0vM8DQaDaPvs7KwkqdVq6fr6Wpubm9G++O8AECIsA8AHNylMhr3MxWIx0Qv7kSwuLsrzvEQIt21bjuPI8zwdHByo3+9rZ2eHae8ApKIMAwA+oXDlwOeWPkyDsDf+rm63q6WlJUm3z1+v17W+vn7vjCEAPi/CMgB8QmHZxEcOy6GwJjpuf39fP3/+jEpA+v1+6rR9AD43wjIAfELxwWx3B7vFhXMkT6PwHwK5XC7aFh/kWKlUdHJyotXV1ej4aX1WAG+HsAwAn5BhGFFg3traSi1B2NjYmNp63nAe5m/fvkXbHMcZ603f3NyMyjLC2TIAIERYBoB3IKwhTgut19fXz752eM2712g2m9H+u6voeZ4XLdTxmCnVHmr/fV7ybGn3DBc7WV1dHWv/0dHR2PFfvnyRJM3Pz7+oLQA+HsIyALyBePAcDocPhsh4j+akY29ubhJ/xsV7SuPTpIXSBvNVKpXEQLdaraZsNhstQZ3P5x89ndpD7Q/vPalG+urqKtHOp2q1WonyCdd1tbGxIdu2J7b/4OBgbCnsXq8ny7LG5rAGAJa7BoBX1Ov19OvXr2gO45BhGKpWq6pUKomyBs/z5DhOIuxZlqVqtapGozFxv23bsm1blmWp0+mo3W5HAdU0zWgp57tLZYfnNhqNRG+r4zjq9XpR0M7n82o0Go8qv3hM++NLU8fbIN0ujBJ/V0tLS9rc3HxUb/bCwoJ839fOzo48z5PruhqNRtE7sG177JxOp6OLiwudnZ0pn8/LNE0Nh0PlcjnmWQYwEWEZADCV4mF5UjAGgNdAGQYAAACQgrAMAAAApCAsAwCmEivuAfgTCMsAgKkTH1A4ae5kAHgtDPADAEyVcrk8MRxblqVut/sXWgTgIyMsAwAAACkowwAAAABSEJYBAACAFIRlAAAAIAVhGQAAAEhBWAYAAABSEJYBAACAFIRlAAAAIAVhGQAAAEhBWAYAAABS/B+gChgJzG9HJAAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict(description='1P', particles=['electron'], loc_deph_rate=7)\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plt.subplots()\n", + "for tb_site in me_solver.tb_ham.tb_basis:\n", + " plot_pop(ax, tb_site, me_solver, add_legend=False)\n", + "eq_state = get_deph_eq_state(me_solver)\n", + "ax.axhline(y=eq_state[0,0].real)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "a8393633-4010-4c0f-b1ee-5b5403877f14", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict(description='1P', particles=['electron'], glob_deph_rate=2)\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plt.subplots()\n", + "eq_state = get_deph_eq_state(me_solver)\n", + "for i, tb_site in enumerate( me_solver.tb_ham.tb_basis ):\n", + " plot_pop(ax, tb_site, me_solver, add_legend=False)\n", + " ax.axhline(y=eq_state[i,i].real)" + ] + }, + { + "cell_type": "markdown", + "id": "69c91014-78c6-4175-9922-44acb25934fe", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "# Thermalising" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "ffdf60ef-f3c3-4c91-a1c3-1d86f7e3653e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict(description='1P', particles=['electron'], glob_therm=True, t_end=5)\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plt.subplots()\n", + "eq_state = get_therm_eq_state(me_solver)\n", + "for i, tb_site in enumerate( me_solver.tb_ham.tb_basis ):\n", + " plot_pop(ax, tb_site, me_solver, add_legend=False)\n", + " ax.axhline(y=eq_state[i,i].real)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "e0ab0910-576b-49e1-9528-769e7c6d55d4", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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uISznsZh38GMLPwAAgLAIy3ksahkGNcsAAADTIiznMUaWAQAAkkNYzmPRapaDXyIqAwAAhEdYzmPRlo4LxsgyAABAeITlPBatZjkYNcsAAADhFWW6AUiPzp/16n//5kxMx5oYWQYAAAiLsJyH3ugb0P5X3oz5eKIyAABAeJRh5BnDMPTff/JWfO9JU1sAAAByHWE5z/QPjuiNPndc74m1thkAAGC2ISznmZGxibjf44112QwAAIBZhrCcZxIZJGZgGQAAIDzCcp5JpKSCMgwAAIDwCMt5JpHYSxUGAABAeITlPJNYGQZpGQAAIBzCcp6hDAMAACB1CMt5JpHcSxkGAABAeITlPGMkULXMyDIAAEB4hOU8w8gyAABA6hCW8wwT/AAAAFKHsJxnEpvgl4aGAAAA5AHCcp5JrAyDtAwAABAOYTnPMMEPAAAgdQjLeYYJfgAAAKlDWM4zbEoCAACQOoTlPJPIKLHXm/p2AAAA5APCcr5JZGQ5gTpnAACA2YCwnGcSGSSmCgMAACA8wnKeoWYZAAAgdQjL+SahmmXCMgAAQDiE5TyTSO5lYBkAACA8wnIEnZ2dmW5CQhIpqWAHPwAAgPByKiw7nU5t2rRJTqczJedra2vTypUrw/55+eWXU3KNmZZI7CUrAwAAhFeU6QbEwuVyqaWlRV1dXSk97549eyK+9sQTT6T0WjOFkWUAAIDUyfqw7HA41Nvbm5bzWq1WdXR0hH3dZrOl/JozIZHcy2oYAAAA4WV9WG5oaJDkG11O5chyW1ubGhsbczYUR5JYWE59OwAAAPJBztQsW63WlJ2rs7NTLpdLbrc7ZfXP2SLcKLEpgfcAAAAgB0aW08Ffq9zc3Bx4bv369XriiSdkt9sz1ayUCBd7TSZT1EDMMssAAADh5czIcqp4PB5ZrdYp5RddXV3auHGjWlpaMtSy1Ag7sjzN0LJhGLrouaLvHnxdp1wD6WkYAABADpp1I8sWi0V79+6V5AvO3d3d2rNnT6Aco729XZLU1NSU8DUKCkwqKJiu+CF1CgsLAh/DXbfAZNJElEXlDEPa9d9/I9eHQ3rll6f1t0+vS1tb80Vwn2Pm0O+ZQb9nBv2eGfR7ZmRzv8+6sBzMYrGovr5e9fX16u7u1vbt2+XxeNTe3q77778/4ZKMBQtKZZpuODcNLJYSlcwvnvJ8QaFJmoj8PkOS68OhwN8rKkrT0Lr8ZLGUZLoJsxL9nhn0e2bQ75lBv2dGNvb7rA7Lwerq6tTR0aF163yjqt3d3QmH5YsXL834yLLFUiKPZ1iXhq5MeX26lkx4vSF/7++/lMLW5afgPp+Y8E7/BqQE/Z4Z9Htm0O+ZQb9nRib6PdbBQcJyEJvNpi1btqi9vV3Hjh1L+DxeryFvBmbNTUx4NR7mBjOZJPtNC+R852LY900ucx4f55tDrCYmvPRXBtDvmUG/Zwb9nhn0e2ZkY79nX2FIhq1Zs0aSNDg4mOGWJCbcohcmmbT592/XPfYluse+JMx7WA4DAAAgHMLyJP5VMnJ1s5KwYdkklZcV6wt/YNfdt4cLyzPQMAAAgBxEWJ7EvypGrq63HG6UOLh+OlwtdSZKRgAAAHIBYXmS7u5uWSwWbdiwIdNNSUikTUn8CsKs0kFUBgAACC9nwrLb7Y75WJfLpY0bN4bs0OfX1tamlpYWuVyuKa85nU45HA7t2rVLFoslqfZmineaTUkmGEUGAACIWc6shuEvj5B8YThamcS+ffvkdDrldDrV0NAQcmxra6sk3+YjDQ0N2rp1qyTfiLLD4VBHR0fOlmBICjtMHDyaPDQ8Gni8yDpP591Tl5oDAACAT9aH5c7OTh07dkz79+8PPLdjxw4dO3ZMK1asUENDw5T33H///erq6pLNZpsSfHft2hXYsc/hcOjAgQOqqalRfX29Ojo60v75pNt0211/5NZFKiuZo8JCk+792HJ9/ydvzWDrAAAAckvWh2X/DnvxbD9tt9t16NChqOfLV+GqLILzc+m8OXruyVoVFhSou+f9mWsYAABADsr6sIzkTR5tnjfX98+eiS25AQAAcknOTPBDbMJN8Is0pY+sDAAAEB1hOc+E3WAkQloOt4wcAAAAriEs55s4RpYJywAAANERlvNM+Al+4eMyWRkAACA6wnKeGBv36uUj78n57sUpr0XIykzwAwAAmAarYeSJH/zkTe378RthX2NkGQAAIDGMLOeJ//2r03G/J1LNcqRwDQAAMNsQlvNEuCXj/OItwyAqAwAA+BCW84Q33My+q4wI8bcgQhkGI8sAAAA+hOU8ES3gxj2yTFYGAACQRFjOG15v5Ncihd+CCP/6jCwDAAD4EJbzxES0keUIZRiRRpajBW8AAIDZhLCcJ6KOBkcswwj/fLTJggAAALMJYTlPGFEm+EV6KfLScaloEQAAQO4jLOeJ6KPB8ZVhRCrbAAAAmG0Iy3kiysBy5Al+EZeOS749AAAA+YCwnCeirrMc59Jx1CwDAAD4EJbzRGKbkkQow4g2TA0AADCLEJbzRGKbkoR/nqwMAADgQ1jOE4mUTkTewY+0DAAAIBGW88bEpI1EIpVYBIt0CFkZAADAh7CcJyaPBhcVTh+WI6+zTFoGAACQCMt5Y3LALYwhLEesWU5FgwAAAPIAYTlPTF4No7Bg+n9aVsMAAACIjrCcJybn26RGlinDAAAAkERYzltFkbbnC1IQ4RiyMgAAgA9hOU/FUobB0nEAAADREZbzVDJlGGRlAAAAH8JyniqMoQwj0sgyNcsAAAA+hOU8FSkIB4uUp8nKAAAAPoTlPBVDVo64dBwjywAAAD6E5TxlUuJlGGRlAAAAH8JynoplZDnyBD/SMgAAgERYzlux1SwzsgwAABBNysPy0NBQyN/379+vvr6+VF8G00hmZJmaZQAAAJ+UheVvfOMbuvvuu3XXXXeFPL9hwwY1Nzfrm9/8ZqouhRjEFpYjb0rSe3ZQ737gSXGrAAAAcktRKk7y4IMP6vjx4zIMY0oAM5vNevHFF7Vx40Z5PB595StfScUlESRcjXHwv8PHblsU9n2Rlo472z+s7xw4KUn68/+rVteVlyTfSAAAgByU9Mhye3u7nE6nDMNQdXV1xOOeffZZORwOvfrqq8leEpOEq5ookPSf//gT+oO6G7Xp/tvDvi/SyPIvXj8XeHzsrQupaCIAAEBOSjosv/zyy1qzZo2OHj2qjo4OVVZWhj3ObrfLMAy1tbUle0lMMu71Tn3SZNIty6x64F/drLKSOWHfF2mC3+UrY4HHJcWFKWkjAABALkq6DOP48eM6dOiQzGazpOlXYejp6Un2kphkYmLq0HIMu11HrGu+dGU88LikOCWVOgAAADkp6ZFlm80WcTQ52PHjx5O9FCKY8EavWY4k0jHBI8tzixhZBgAAs1fSw4a1tbU6cuSIamtrIx4zNDSk7du3y2QyqaamJtlLZr23zrhn9HpXRsanPDc8Mj5tO7xhQrYkDQ1fC8tnzg9pHqUYUxQVFsjsGdHg4BWNT4Qpg0Fa0O+ZQb9nBv2eGfR7ZmSi3xcvNsd0XNJhuampSZ///Of1ta99TatWrZry+sGDB7Vjxw55PL5lyOrr65O9ZNb7r3/7i0w3Qe9+MJhwO4Iz9D/8+M0UtQgAACB7/I9vTF8ZIaUgLJvNZjU2Nuqzn/2srFarPB6PNm/eLJfLJZfLJena0mb19fV66KGHkr0kAAAAMCNMRrhFehPgcrnU0tKigwcPTnnNZrOpsbFR69evT8Wlst6rv57ZHQsHhkb0/3aETpy8eZlF/2bdbdO+d7rR54d+7xZVrShPpnl5qaiwQGbzPH5NN8Po98yg3zODfs8M+j0zMtHv93xkhkaW/Ww2m3bv3i3JN5nP7XbLarXKZrMFVsqYLW5ZZp3R653tvzzlubKSOSlpx3UV82f888kFRUUFqqgoVX//JY2P8810ptDvmUG/Zwb9nhn0e2Zkc7+nZV2w4M1J+vr6Zl1YnmlhV8NI0blT9IsHAACAnJT00nGSbxLfpz71qbBbWRuGoccff5yd+9JoPMw6y7EsHRcLL2EZAADMYkmH5ePHj2v79u3q7e3VgQMHprxus9n04osvaseOHXrxxReTvRzCmAizg1+KsjJhGQAAzGpJh+XW1lYZhqG6ujrt3bs34nHPPPOMWlpadPLkyWQviUnC7eCXqpFlsjIAAJjNkq5Z7unp0aFDh6bdxa+urk6GYailpUXf/va3k70sgqSzZjnSxiUAAACzQdIjy1arNabtrgcHByX5wjVSizIMAACA9Eg6LNtsNg0NDU17XLh6ZqQGZRgAAADpkXRYrqurU0tLS9RjXC6XWltbZTKZVFNTk+wlMUnYMgxGlgEAAJKWdFjesmWLuru79aUvfWnK5L2hoSF9+9vf1uc+9zl5PJ7A8Uit8GGZkWUAAIBkpWRTkhdffFHbt2/XAw88IMlXmuF2uwMB2b+xxZYtW1RbW5uKSyLIRJhtIVM2sswEPwAAMIulZFMSm82mjo4OPf744zKbzert7ZXb7ZZhGDIMQ9XV1dq7d6/+5E/+JBWXwyThV8NI1cgyYRkAAMxeKd3uuqmpSU1NTXK5XOrr65PVag3Z+hrpEX4Hv9Scm4FlAAAwm6U0LPvZbDbZbLawr/X19cW01Bxil6ql40ySJmdjr9fQz0+c1Y9ec+nfrK3SzcssCbURAAAgF6WkDCMera2tM33JvJeqCX7h3mPI0F+95NRbpz16/vu/Tqh9AAAAuSolI8tDQ0NyOBzq7e1VX19fxOMGBgZ0/PjxVFwSQcKusxznOVatKNebp93yToQ+HzzBb2h4LIHWAQAA5K6kw/Lx48f14IMPBv4+3YSwVC1phmuSGVlufmy1fnnqnNZ+wqY/faFbkwsxroxOhH8jAADALJB0WH766adlGIYsFotqamoi1iO73W65XC6dOHEi2UtiknA1ywUx/kxy4/UW3Xi9rw45XL7uHxwJPJ5bNONVOwAAABmVkpHlFStW6B//8R9lNpunPX779u3JXhKThCvDSGSGX7jR6OCwbCmdG/c5AQAAclnSQ4U2m021tbUxBWVJamxsTPaSmCRV212HG42+6LkSeGyeT1gGAACzS0q2u+7p6Yn5eGqWU88bpk68IIFNScJtZBI8slxWMifucwIAAOSypMNyQ0ODKisr9eqrr8Z0fFtbW7KXxCRh51QmMrIcZmh5dPxaPbQxZRVmAACA/JZ0zfL3v/993XHHHdq+fbsefvjhqMe6XC51dXXpmWeeSfayCJGaMozp3mOwnR8AAJhlkg7LBw4c0JEjRyRJ7e3tSTcI8QuXYQtSNMFvuusAAADks6TD8vr169Xd3S2LxTLtNtZ9fX0aHBxM9pKYbJq1rWM1Xb4ON5EQAAAgnyUdlu+//345HA51dHTEdPzjjz+e7CUxSbgIm8jI8nTvCTeREAAAIJ8lPcHPbDarqakp5uNZOi71wmXYdNQsexlZBgAAs0xKtmSrra0NPB4aGgp5bf/+/err6wv8vbq6OhWXRJBwW4wnskTftCPLhGUAADDLpGz/4m984xu6++67ddddd4U8v2HDBjU3N+ub3/xmqi6FGDCyDAAAkLyUhOUHH3xQ7e3tcrvdU0Y5zWazXnzxRf30pz/VV77ylVRcDpOEy7CJheXob+r9cEhf/qtu/a8j78Z/cgAAgByUdFhub2+X0+mUYRhRSyyeffZZORyOmDcvQRzClWEksoNfDAn73MAV/eM/v81kPwAAMCskHZZffvllrVmzRkePHlVHR0fE5ePsdrsMw2AHvzQIu4FfIjv4xfGeDy5cjv8CAAAAOSbppeOOHz+uQ4cOyWw2S5p+dLKnpyfZS2KS8KthpGdk2e+d9z1atqg07msAAADkkqRHlm0227SbkUi+UJ0sp9OpTZs2yel0Jn0uSers7NSmTZu0adMmbdy4UZs2bVJ3d3dKzj2Twq+GEf954hlZfvcDNpcBAAD5L+mR5draWh05ciRk+bjJhoaGtH37dplMJtXU1MR9DZfLpZaWFnV1dSXT1BDbtm1TV1eXOjo6ZLfbJV0Lz1u2bIlr7ehslEBWjmtk+d33PQlcAQAAILckPbLc1NSklpYWnTx5MuzrBw8e1Nq1awNrLdfX18d1fofDoX379iXbzBDNzc3q6urSzp07A0HZ37aGhga1t7ers7MzpddMp3CT7RIrw4j92N4Ph8KOaAMAAOSTpEeWzWazGhsb9dnPflZWq1Uej0ebN2+Wy+WSy+WSdK1MoL6+Xg899FBc529oaJDkG11Oxciyy+WSw+EIOffk6zkcDrW2tsYd7DNmhpaOCzY27tWE11BRYSJj2AAAALkhJess19XV6Uc/+pHuvvtuGYahw4cPq7e3V4ZhyDAM2Ww27dq1S88//3zC17BaraloamA1jrq6urCv2+12WSwWuVyunKlfDr8aRiI7+MV3/MQEI8sAACC/JT2yLEl9fX2y2WzavXu3JN9kPrfbLavVKpvNFlgpIxv4A3C0NaFtNpucTqf27dsXMVRnk/CrYcR/nngD9oTXK6kw/gsBAADkiKRHljdv3qz77rsvZHe+6upq1dbWqrq6OquCssfjCZSGlJeXRzzOv7pHKlbwmAlhV8NIYIpfQZxheZztrwEAQJ5LemT58OHDMplMstlsqWhPWvmDsiRZLJaIx/mDdPDx8SgoMKkg3pqGJIQbES4sNKmoKL6fheJt89mLlzU0PKYVS7LnB6KZUlhYEPIRM4N+zwz6PTPo98yg3zMjm/s96bD88MMPq6urS5s3b47p+IMHD+pTn/pUspdNiNvtDjyOVgMdPBru8XiiButwFiwoTahmOFFFRVNLIUpLi1VREd+mIXPmxFdS8d/+7peSpP+n6V7dcH18fZQvLJaSTDdhVqLfM4N+zwz6PTPo98zIxn5POizv3LlTfX19evXVV3XPPfdMe/zhw4czFpZnysWLl2Z0ZHl0bHzKc1eGR9Xffymu83gnvAld/3/8y1t69L6qhN6bqwoLC2SxlMjjGdZEgv2G+NHvmUG/Zwb9nhn0e2Zkot9jHVRMOix///vfV319vZqbm1VbWxt105Genh7t379fzzzzTLKXTUjwaHLwKPNkg4PXdqeLd1RZkrxeQ94ZrOcNdy2v19D4+MzcbCMj4zN2rWwzMeGdtZ97JtHvmUG/Zwb9nhn0e2ZkY78nHZZ/+tOf6uDBg5J8Nb779+9PulHpElxX7fFE3oFuYGBAUmJBORNStXRcopUjI2PZdVMDAACkStJV1A0NDYH1lM1mc9Q/md7xzWKxBAKzPxCH4x9ZjraFdzYJ16+JVIHEuxqG3+j4RELvAwAAyHZJjyzX1dXJZrPpBz/4gcrKyqY9/r777kv2kklZv3692tvboy4L19PTI0las2bNTDUrOWHXWU5kZDnBsMzIMgAAyFMpWZ+joaEhpqDsPzaTHnnkEUmKuDufy+UKrICR6bbGygibluM/T6JlGKNjjCwDAID8lJKwvGXLlsDjoaGhkNf279+vvr6+sMfGI9qEvMlcLpc2btyo5ubmKa/ZbLZACO7s7Jzyun877MbGxoTamQnhqlsSLalIBGUYAAAgX6Vs5edvfOMbuvvuu3XXXXeFPL9hwwY1Nzfrm9/8ZlLndzqdgcfTbRayb98+OZ1OORyOkPf57dy5U+vXr9eOHTtCztXd3S2Hw6EtW7bkzKiyFGG76xm8PmUYAAAgXyVdsyxJDz74oI4fPy7DMKbUvZrNZr344ovauHGjPB5PyLbYsejs7NSxY8dCVtnYsWOHjh07phUrVoQNtffff7+6urpks9lkt9vDnnf37t1yOBxqbm6W2WwOTOrr6OiI+J5slaoyDG+CEzBHKMMAAAB5Kumw3N7eHhi9ra6u1okTJ8Ie9+yzz+pzn/uc6uvrY9q8xK++vl719fVqamqK+T12u12HDh2a9riGhoacGkGOJFVlGMHnKSwwaSLGtaJHx70yDEP9gyNaYJkX93UBAACyVdJlGC+//LLWrFmjo0ePqqOjQ5WVlWGPs9vtMgwjUBOM1AlbhpHAyHLwEnRFcezNPjo2Icc/vanGb3XrR0ejl8gAAADkkqRHlo8fP65Dhw7JbDZLmn75Mf+ybEilqWnZlEAdRvBOgEWFJo2Mxfa+0TGvDl4Nyf/w4zd03522ad4BAACQG5IeWbbZbBFHk4NFW9cYyUndyPK1x/GMLCda6wwAAJDtkg7LtbW1OnLkSNRjhoaGtH37dplMJtXU1CR7SUwSPiwnUrOcWBkGAABAvko6ETU1NamlpUUnT54M+/rBgwe1du3awFrL9fX1yV4Sk4RbDSORkeXgBeCKigjLAAAASdcsm81mNTY26rOf/aysVqs8Ho82b94sl8sVWMPYP2JZX1+vhx56KNlLYpJ0jCzPKZzJlZoBAACyU0qGD+vq6vSjH/1Id999twzD0OHDh9Xb2yvDMGQYhmw2m3bt2qXnn38+FZfDJKnalCTRmmUAAIB8lZJNSSTfRL/du3dL8k3mc7vdslqtstlsgZUykC6pKcMIqVmmDAMAACB1YTlYdXV1xNdOnDih22+/PR2XnbVSVYbhDSpaLiqgDAMAAGDGhw9bW1tn+pJ5zwiTlhlZBgAASF5KRpaHhob013/91yGT+sLp6+uTx+NJxSURJNwqxwltShJ0ojlJ1CyPT3ipeQYAAHkhJTv4Pfjgg5LCj3BOlkh5AKJL2aYkSs06y2PjhGUAAJAfkg7LTz/9tAzDkMViUW1trWy2yFsdO51Ovfrqq8leEpOEL8NIZOm4a4+TCbujYxMqKU5LOTwAAMCMSsnI8ooVK3Tw4MGYjt++fXuyl0QMEpmfF7LOclHivwEYHfdOfxAAAEAOSPp35RaLRevXr4/5+MbGxmQviUm84YuWkzpPsiPLnsujGp8gNAMAgNyW9MjyQw89pOPHj8d8fEVFRbKXxBRhyjASSMuGN3zNcoHJJG8M9eh+b53x6Ltdr2vZolJ9ZdOd1KkDADDLjU94NTA4oouDI7o4eEX9nquPPVfUPzii/sERWcrm6k8aPirL/LmZbm6IpMNyU1OTNm7cqJMnT2rVqlXTHv/Xf/3X+pM/+ZNkL4sgceTYqLwhZRjXwnJRkUmjY7Ff5DsHTkqSXB8OaWh4TOYsu+kBAEBqjYxN6IL7ii54rui8+4ouuK/ovHs48HfP0GjY1buCuS+Nqu/ckKpvWDAjbY5VzGE5Wk3yI488om3btqmpqSnqihgul0vt7e2E5RQL1+XGtLdkdIVBRc9FBQUalTfktYmwtR9TxXgYAADIYsMj41cDsD8QD4f8ffDyWFznKywwqbxsrios87TAXKyF1hLdcdtiVa+wyjuRXeEh5rD89NNPa3BwMOox27ZtS7pBiF+ywdgv0shywaTZgnPnFGh4ZCKmc46Nx3YcAADIDMMwdOlKUBh2D+u8xzc67B8tvnRlPK5zlpXM0ULLPC2yztNC6zwttMzTAkuxKsy+j5b5c0PyRVFRgSoqStXff0neFOWaVIk5LNfX12v//v1JX5D61TQId08lcJ9FWjqucHJYLiqMIywzyQ8AgEwyDEOey2MhpRGho8RXNDIa3+CWpXSuLwgHBWL/3xda52ne3PxZQjbmz2TDhg1yu93atWtXwhfzeDx67LHHEn4/wktRVg4ZWQ4Jy4WhYXlOHFthE5YBAEgvr2HIPTQ6pU7YH4gveq7EtayrSVK5uTgkAAePEC+0zNPcOYXp+4SyTMxhuba2Numtqi0Wi5544omkzoGpYtk5MabzeMOXYUwZWY7jC4SwDABA8sYnvDrvvqIP+4d1bmD42scB38d4/r8tMJm0wFIcMhK80DpPiyzztLC8RAvMxezEGySuMfJ41lNO5zkQKuwEvwTyc/BkvIKgcpmCgtAvGEaWAQBIvctXxnVu4FoIDg7GFwevxPx/e1GhSQssU0eFF1lLtNAyT+XmuSosIAzHKqUFJQcPHtTLL7+s48ePy+12q7KyUnfccYe2bNmiysrKVF4K04o/LZeWzNHQsG82a/DX0OTdAIvjCctsTAIAmOUMw9Dg8Jj6PSPqHxrRwNV1hfuHfB8Hrq49HOt8IEmyls3VdeUluq68RIsrfB8XlfvCsLVsbsigF5KTkrA8ODiop556St3d3ZKulQW43W45nU45HA5t3bpV/+E//IdUXA6TxLNhSDRPfsau5/7+/+gjty6KOhFzTlAZRlGhSeNRlnhhZBkAkM/Gxr0a8Ifeqx/7g8LwwNXno/1fGU5hgUkLrfNCwrD/8eLyEhXPoprhTEtJWH7qqad0+PBhSZLNZpPNZlNlZaUsFotcLpeOHz+uPXv2yOPx6Ctf+UoqLolgKSrDWLHErF3bf1uFBQX62fGzgecnB+e5QSPLJcVFUddWJCwDAHKRbzm1scDIb/BIcOC5oZG41xf2KykuUoW5WBVlc32T6SzztOBq/fB15SVaYCmmVCJLJB2W9+/fr8OHD6uurk6NjY2qrq4Oe5zT6dRTTz2lV199Vffcc0+yl0WQVK2GISnwhRm89uHkMebgCX4lcwnLAIDc4i+LuOi5ogvuEfUPXgmEYffQqNyXRnXePazRsfj/DzOZJGvpXF8QNs9TRVmxys1X/15WrAqL77niuYwM54qkw3JnZ6fWr18/7ZJydrtdL774or7yla8QllMsVathBDNF/Is0pzB0ZDkaNiUBAMy0kbEJXfRc0UXPiC8QX33s+3hFFwdHEhrMmTunwBd4zb4/5f4A7A/G5mJZSucwIpxnkg7LLpdLP/jBD2I61mazaWBgINlLYpKwWTnJ/BxtZDn4tZLi6D8ZM7IMAEi1y1fGp6wnfMF9JbDrnH+yejzM8+eowlysBZZ5un5RmebPLZB1/lxVWK4F4pLiIjZXm4WSDstms1llZWUxHz/dltmIX/isnFxaDv5eMPkbQ2FIWJ5mZJnVMAAAcTAMQ0PDY74gPHAl7G5zwyPxbb1cPLdQi/w1wRZfKcRCy7U64fKy4sCyqMHbLo8z4AOlICyXl5fHfOy3v/1t2Wy2ZC+JSdJRhhG85Ez0keXpyjD4RgMAuCaw25zn6m5z7iu64Bm5+tEXjEfG4ivhs5bNDdlg41ownqcFFkaEkZykw3JdXZ2eeuopPf/88xGP6evrU1tbm/bv36/GxsZkL4nJ0lyGMSUtB4klLJ94r1/vvu/RutWVmlPEhAYAyGfjE15dHBwJlEb4A7D/48XBK3Eto2YySRXmYt/uctZ5WmgtubbJxtUwzP8tSKekw/KWLVu0bt063X333WpoaFBNTY0k3xrLvb296u7u1vHjxyX5apY3b96c7CUxif9bznXlJfpwYFiStHRRaVLnDCnDiJKWp6tZHh3zquUf/o8kadxr6A/qbkyqXQCAzBodm/AF3wj1wgNDI3EtX1pY4Nt6OTAqfHWXOX8grmDrZWRYStZZ3rVrlx577DG1tbWFfd0wDNlsNr344oupuBwm8ZdhfLRqkZZUzFfpvCJdv2B+UucsMEUZWQ76JjjdyLL78mjg8c+OnyUsA0CWGx4ZD1sn7B8d9lwanf4kQebOKQgpj1gYVC6x8Gq9cMHkrWKBLJKSsGy323X06FG1tLTo4MGDcrlcgddsNpsaGhq0ZcuWVFwKYfh/gjeZTLr3Y8tTck5TlJrl4MmD86bZQWhgaCTweE4c22QDANLj8pUxnRuYGoL99cOXrsQ3eW5+cVFgFDg4BC8q930sK5lDvTByWkrCsl9TU5Oampok+ZaUYzLfzPCH11R+KwopWY5y4rnTheXBa2F5LmEZANLOaxgaGBzRh/3DOjcwrA8Hrn68+vd4w7B5/pzA5LlF1pJrYfhqQJ7uN4xArkvqDh8aGpKksEvHBQflEydO6Pbbb0/mUogieGQ5VULPFXre4FK06cKyO+jXdYRlAEiN0bEJnXNf0bn+a2HYH4jPu4djnkBnkgJbLfvqheeFPF5gmafiab7PA/kurrB83333yePxyOPxBJ57+OGH9cwzz0R93+HDh7Vv375pj0NyUvlbrpBNSaLULE9XWhG8dNx0wRoA4GMYhjyXRnXWM6K3evv1wYVLOhc0UjwwFHvdcElxka4rL9HiihLfx/J5WlxeEgjDTJ4DoosrLD///PN68MEHJUnr16/XV7/6VZnN5mnft2XLFm3fvl0/+tGPdN999yXWUkTkn+CX2jKMKGE5SFEckzKoWQaAa7xeQxc8V0LLJYJGiq+MxrbWsElShaVY15WXaFG5LxBfV1GixeW+P2Ulc9L7iQB5Lq6w7P/VfENDQ9yjxI2Njfrc5z5HWE6D9JRhBD2OUoaR0oQOAHnGMAwNDo/pgwuXdfbiZX3Qf9n3uH9YH/ZfjrlcYk5RgRZfDcKLyueFBOJF1nmsMwykUVxhubu7W1arNaFyCpvNpnvuuUcHDx7Upz71qbjfj8j832rTNbI8+cSl867dNnOCfn1301KzFljm6Revnwt7ztExr06fG9I//vPb+t2PLtNHbl2UwhYDQOaMjE7obP9lfXDxaii+OBx4fDnGrZnN8+cEAvHi8hJdv3C+blmxQCVFJpXOKwr9vgxgxsQdlr/whS8kfLE1a9bo5ZdfJiynWGC76xR+H422zPKGu2/Qayc/VIW5WLfZyrXlX9+un5/4UI/eV6WS4iIttpboN29f0Jnzl0LeNzbh1XP/8H80eHlMv3rzvF78s0+mrsEAkGZer6Hz7uGQIPzB1T/9QSv/RONfB3/JgvmBj0uujhBPXlWiqKhAFRWl6u+/pPGg+R8AZlZcYdnlcqm6ujrhi9lstsBufkiddJRhhEzwm/Ta/HlF+toX7glcr65mqepqlgZef/iTt8qQMTUsj01o8PJYytoIAOkwNu7V2f7Lev/CZZ05f0nvX7ikM+d9oXh8YvrQWlRYoCULSnR9xbVQ7AvGJTLPnzsDnwGAVIorLPf19SW9dnLwhiVIjXSUYYQE7zAhfLpgHm4y31gM/8kAwEy5MjoeFIgvXw3Fl3Ru4Iq80+zXbJK0wDJP1y+cfzUUlwQeL7DMY0c6II/EFZYNw9Dg4GDCFyMop4l/NYxULh0XpQwjFuEmm4zya0QAGTA8Mq7T5y6p7/yQ3j9/WWcu+EaLL3qmL52YU1SgpQvma+miUi1dOF/LFpbq+gXzdV1FCcthArNEXGHZZrPpyJEjCW8w0tPTw65+aZD2MowETjsnzLqdY4RlAGk0Nu7V+xcu6fT5S+o7N6TT5y7p9LkhXYghFJcUF2nZQl8oXrbQF4yXLirVIkaJgVkvrrBcW1urffv26fHHH4/7QoODg9q/f7/q6+vjfi+iS8d215OD96P3Vel7PzqlB/7VzTG9P2wZxqSw7DUM9bx9USaTdMfNCxNvLIBZxWsYOjcw7BstvhqK+84N6ezF4WnLJ6ylcwNBeNnC0kBAtpbOTemAA4D8EVdY3rBhg/bv368vfelL+ou/+Iu4LvT000/LZDJpzZo1cb0P0zPSULQcstm1yaS1n6hUrX2J5s+LbXH7cGF58vJJp89d0q7v/1qS9PUna7XIWpJwewHkH8Mw5L40OiUUn7lwSaNj0X9TVVJcpMrFpVq+uMz3cZHvMRt0AIhX3CPLlZWV6uzslNVqVWNjo8rKyqK+Z2hoSE8//bS6urpktVr10EMPJdVgTJWGleNC+AdbYg3KUviwPDJpN6res4OByYkX3FcIy8AsNj7h1Znzl/Te2UH1nh1S34dDOn3+koaGo6+gU1RYoGWL5mv5ojJVXlfq+7i4VBXmYkaKAaREXGFZknbt2qUHH3xQDodDDodDW7duVW1trWw2myorKyX5AvKxY8fU3d2t9vZ2Sb7RyWTWaEZkgTKMFP7HENueUpGFq1me7NzAcODxyFhs27oCyH3DI+PqOzek3rNDV8PxoE6fu6QJb+TvPCaTdF3FfFUuKtXyxaWqXFym5YtLdV1FiQoLpv9+AwCJijss2+12PfPMM/ov/+W/yGQyqa2tTW1tbRGP92+YUV9fr82bNyfeUkQWmOCXynNe+08rkRAey3suuK8EHl8ZJSwD+chzaVS9ZwcDI8a9Zwf1Yf9w1B/ILaVzZbvON0JcubhMlYvLtHThfFafAJARcYdlSWpoaJDVatVTTz0V0/FNTU0E5TS6lmvTM7KcyFkrzMWBx791y0L95q0LU445HxSWR8Ym9O4HHv3i9XNa94lKWcuKpxwPIHsZhqHz7itXg7EvFPeeHdTA0GjU9y0un6cVS8xascSsG5aUacUSs8r5+geQRRIKy5JvpPjo0aP6q7/6Kx08eHDKGsoWi0W1tbX66le/KrPZnHRDEZm/DCOVqxtZgnaZurt6Sdzvv3GpWZ/7vVtUMrdQJfOKpg/LoxPa+Z3XJPkmAv7bT61MoNUAZsKE16v3L1y+GoiHAh8nT+INVmAyadmi+SHB2HadWfPnJfzfEADMiKS+S5nNZjU1NampqUmDg4MaGBjQ4OCgbDYbAXkGpWM1jJLiIv3HP/q4PuwfVm3N9XG/v8Bk0v333CBJ+uWpc2GPuTh4LSy//b4n8PiVX54mLANZYnzCq77zQ3r15DmdeOu83v3Ao75zl6Kumz53ToFs1/lGiVdc/Vi5uDTsZkUAkO1S9iO92WwmIGfItdUwUjvz+7bKct1WWZ70eeaGWRlDCimL1s+cZwOPly8uVXfP+1ppq9BC67ykrw8gNv5Sinfe9+jtMx69/b5HvR8MRt19s6xkjlZcLZ9YsaRMNywxa0nFfDbyAJA3+P1XHri2GkaGGxJBuGXkJguukT597pLa/+cJVZiL9Y1/z7rcQLoMDY/p3aBg/M77Hg1ejrxU20LLvCnBmCXaAOQ7wnI+SMdqGCmU6K9e+wdH1D84EjJZEEBixsa96v1wUO/4g/EZj872D0c8fn5xkW5aZtHNSy261WbVx29fKmN8XONsWw9gliEs54GgRd4y2IrIYhlZjuT4uxe15o6lKWwNkP+8hqGzFy8Hyineed+j3rNDEdcxLio0yXadWTdfDcc3L7PouoqSwIhxUVGBys3F6u+PPIEPAPIVYTnHGUGFv9laIhipZjkWzncv6s3Tbo2OTejx37+dzQeAMDyXRq+WUrj1zhmP3nl/MOrKFEsWzA+E4puXWVS5uCypH2oBIJ8RlnNcyDhRloblZP4TfjVo4l/1jQsYZcasN+H16vS5S3rztFtvnXbrzdNunRu4EvF4y/w5unmZVTctNevmZVbduNSs0ji2rgeA2Y6wnOuC0nKqV8NIlVSNWL1/4XJKzgPkkuGRcb19xqNTrgG9edqtt894Im4PP3dOgW5cYtZNyyy66erI8ULLPCbgAUASCMs5zhuyLXUGGxJFqsLy+AQTi5D/PJdG9UbfgE653DrVNyDX2aGQr/Ng11WU6JZlVt1aadUtyyxavriUUiUASDHCch7J1tGjyWG5wGSK+J9/NKMRRtOAXOVf1/iUayAQkD+4GP43KEWFBbp5mUW3LrfqluUW3bLcGrLTJgAgPQjLOc4IKcPITpNHupYsKEmopGJgaDRVTQIywmsYOn3uUlA4Hoh4X88vLtKtlVZV2cp1W6VVN15vYRIeAGQAYTnHGTlQhjHZvLmJ3Xb9gyN687RbP/3N+9pwzwotqZif4pYBqTXh9ar37JBe7/UF41OugYirVJSXzb0ajMtVZSvX8sWlKsiVL2oAyGOE5RwXWsyQG/+xRlpKrqxkjoaGI+8e1j94RV/77i8kSW+dcevZzXenpX1AokbHJnyT8foG9IZrQG+e8WhkNHz50PUL5qvKZvVtK28r12IrE/EAIBsRlnNdcBlGDvw/W1hg0pw518JyedncwK+hzfNDw3JhgSlkEwVP0Da8p89dmoHWAtGNT3j19hmPTr7Xr+Pv9eut0+6wG3+YJNmuK1PVinKtvDp6bCml3hgAcgFhOcflwmoYkvTIJ2/VK786o63/uloHXn0v8Pzi8pJAWJ47J3Rb7KULS9V3bmhG2wlE4/UaeveDQZ1476JOvtevN067NTo2dZWWwgKTbrzerNts5aqqLNetlVaVlbC2MQDkIsJyHsnWdZYl6VN3rdCn7lohSSEjy9eVl+iNPrck35a7wRZYignLyLjzA8Pqefeijr9zUSfe69elK1NrjgsLTLp5mUW331ChlSsqdPMyi4on/fAHAMhNhOUcZ+RYGYYUWrO8uKIk8Lho0qoZ04WNsfEJzSkikCB1DMPQBc8VvdHn1q/fPB9xtQqTSbrxeotW3VCu21dU6NZKa8ITVwEA2Y3v7jnOUG6UYQQLDrjXlQeF5Ukjy9N9Pmf7h3XotT7dstyi3/mtZSltI2aPoeExvX3GrZPvDejoyQ91wRN+6+glFSWy37RA9hsXaOWKCs2fx7dPAJgN+G6f44wc2O56suCR5QpzceBxYWF8a8j+TedJvXXao3/59RndU72EUWbEZGzcq96zg3r7jEe/OHVOp1wDYY8rL5urj966SDct9ZVXLAr6wQ4AMHsQlvNJbmTlwES+wgKTFlrnBZ6/aalF6++06aWfvqM/WHOTfvnGucBryxeXTlkB463TnsDj/qHRkFFqINjlK2N6vXdAPe9e1KvOsxoOs9bxnKIC2W9coI9VLdJtleVaUlHCUm4AAMJyrgtZDSOD7YjHR25dqEOvufSJlYu1yFqiB37nJr1/8bLuv2eF5hQV6vYbF0iSli0q1dETH2qBpVj3VF+v/a+8GfGcA4MjhGUEjIxN6PXefp18b0AnevvV+8Ggwm2wvnxRqe6uXiL7TQtku65MRXH+dgMAkP8Iy7kuZIJfbsTlG6+3aNe231FBga+9f7DmprDHVZiL9Y1/v0aFhSadeLc/6jkHhkb04v86oddd/Wp65GP8ynwWOnvxsn715nn1nh3Sr988H3anvJLiQt1x80LV1SzVrcstmj+P5dwAANERlnNc8GhZjmRlSQoE5enMuVrfXLm4NOpxfeeG9NNj70uS9v/kLf2btbfpn37Zp7tvX6LK68oC24Lnyg8UmN6E16vj7/brV2+cl+vDIb152j3lmOI5hbrNZtXtKyq06oYKrVhSpsICRo8BALEjLOc4wwj3y+X8M91uZyd7BwKPz/UPq+1/OHWyd0D/8usz+vMnavXf/u6XmlNUoD979OOBAI7cc9FzRT/+P2fU8+Y5vXnaLXeYZd2WLpyvG5aY9Tu/tVS32coprQAAJIWwnOOCs3JBHo+amkwmPfP4XXqjb0DvvO/R4WMfhLz+Zt+1UcWiIlMgPA9eHtNPfnU6sLmJ892LGhgc0f/+zRn98fpVuuF684x9DkjMex8M6p9/dVp95y7prTNuTf75sHRekVYsMav6xgqtuWOpysuKw58IAIAEEJbzSf5mZUmS7boy2a4r04n3+qeE5WAjo6HbD78ePOo8MKyOf3lbI6MT+vEv+vT479+eruYiQV7D0GsnP9TPjp/V6XOX9OHA8JRjblpq0fUL5mv1ysW645aFjB4DANKGsByDzs5O1dfXZ7oZYRk5uBpGslauKI/6+uQtso+9dSHw+Mev9WlkdEKSdPr8kN77YFDf/l/H9ZFbF+nB370l5W1FbK6MjutHr/XpxLsX1Xt2aMrkvLlzCrTq6jbS9//2LZpXKI2PeyOcDQCA1Mm5sNzZ2SmHwyFJcrvdslqt2rp1q+rq6pI6b1tbm1pbW8O+tn79+iwOy9cez5bJawUmk9atrtSh1/piOj74t/bBo5TvvD+oZ75zVJLUd+6S7r/nBpUU59yXRM467/btwPhGn1unzw9pdCw0/C60FKvKVqEqm1Ufr1os8/y5KioqUEVFqfr7L0U4KwAAqZVTyWDbtm3q6upSR0eH7Ha7JF943rRpk7Zs2aKmpqaEz71nz56Irz3xxBMJnzfdcnG761R46Pdu0bKFpTo3MKwDP+tNyTlP9vZrZHRCBQUm3XX7kpScE6FOuQZ0+Nj7euf9QZ05fylknXBJumW5RbdVluvmpRZ99LZFlFcAADIuZ8Jyc3Ozurq6tHPnzkBQlqT6+no1NDSovb1dd9xxR0IjwA6HQ1arVR0dHWFft9lsCbc73WbJYhhTzCkq1O99bLlOvHsxZWH5L//xWND5C/Sx2xan5Lyz1dDwmIZHxvUvvz6j37x1Qf2DIxoaHgs5psBkUs3Nvg1BVq2oUPWNFbPmNyQAgNyQE2HZ5XIFSi8aGhqmvN7Q0CCHw6HW1taEwnJbW5saGxuzOhRHEpyV83k1jEiqVpSr/q4V+udfn9bomFcT3vA/PRTPKdTImK9WeZF1ns67r0Q97z/98rSGhsdUc9NCVZhZXSEW5weGdebCZQ0Mjeinv3k/7LrHkm/1CvtNC1ReVqy6muu1YgkrkgAAsldOhOW2tjZJiliXbLfbZbFY5HK51N3dHVf9cmdnp1wul9xut5xOZ8iodU4IKVrOXDMypbCgQA9/8lZt/N2bZRjSE60/Cby2wFKsi54RSdJD996ivzt4SpJUa79e/6P73cBxn1i5WL94/VzIeZ3vXJTznYsqKjTp8/WrtHJFuUrnzaGmOcjwyLi6ez7Q5ZFxuc4O6henzkX8TUfNTQu0bFGprGVz9bsfWa758+hHAEBuyIn/sbq7uyVJ1dXVEY+x2WxyOp3at29fXGHZX6vc3NwceG79+vV64oknciI4h2blWZiWr/LXttbftUL/+zdntPn3qzU6PqG/esmpm5aa9bsfXaYjPR/ogueKfvejyzQyNqGDR1361J02WcvmBsLymjuuD1mWbnzC0Lf/1wlJ0vUL5qv5sdWaNzcnvmzS4hevn9PRk2clSSff65fn8ljY4xaXz9Nv37FU1rJi3bzMosrFZTPZTAAAUibr/9f3eDxyuVySpPLy8ojHVVZWyul06vjx43Gd22q1ymazBa4hSV1dXerq6kp60uBMyNXtrtPl4U/eqs/de0ugJGX5olItsMxTYUGB/uO//YQkX7nKw/feqt++Y6mWLpqvkVGvjr11QYvKS/TIJ2+NuIbzBxcv67/93S9lnj9Hl6+Ma8fmezQnj/vcaxgaGh6T48dv6L2zQxodm4hYvlJWMke19uv1iZWLVTynULYlZbOyLAgAkH+yPiwHh1iLxRLxOH+QDj5+OhaLRXv37pXkC87d3d3as2ePnE6nJKm9vV2S4g7MBQUmFRTMTFAoLDQFPS5QEVs5h7hhaeR75sZlvteK50r/6Y9XB57//IZV+tUb5/Vv11ep45/fVnfPtfDs+vDaGs5/uf9XWrWiXBcHr+j3Prpcldfl9ujp8Mi4LrivyPXhkL7/ypu64L6icFUVhQUmLV04X8sXl+l3PrJU1TcuUGGBaUYm5hVe/Q1CIatkzCj6PTPo98yg3zMjm/s968Oy231tkpDVao14nNl8bZKQx+OJGqzDsVgsqq+vV319vbq7u7V9+3Z5PB61t7fr/vvvj6skY8GC0hmb0T8UtFtd6fxiVVSUzsh189nn1q3U59atlCQ9tbxCK7vf1S2VVv1910kdf+di4LhfvXFOv3rDV77R8/ZFbbz3NnkujWjVjQt0xy2LMtL2eHi9hk68e1GjYxP6yS/79JNf9skbYYKk/eaFqryuTEsXlmr9PTeobP7cGW5tKIulJKPXn63o98yg3zODfs+MbOz3rA/LmVBXV6eOjg6tW7dOkq9mOp6wfPHipRkbWXa7LwceDw+PsllDGtz70aWSpD979OMavDyqgaFRPb3n1ZBR1zPnL+n/+f6vJPnKPLZ+ulqDl0e10Fqij1ctUmFBdvykfNFzRYePva/ysmJ1/qw3ZKQ8WFnJHH3qLpuKCgt081KLqm9aEHhtbGRM/SPha5XTrbCwQBZLiTyeYU1MsIPfTKHfM4N+zwz6PTMy0e+xDjBmfVgOHk0OHmWebHBwMPA43lHlcGw2m7Zs2aL29nYdO3Zs+jcE8XqNiCN0qRa85a/X62UL4DQrmVukkgVFeuB3b9YvT53XH9TdoL9+yanR4H8Hw9Bfv+QM/H3dJyq1uLxExXMLdcfNM78UXXfP+3rnzKCuXzhfL/30nSlrHfvV3LRAv/1bS3XRM6K7br9OCyzzAq9l2301McG9ngn0e2bQ75lBv2dGNvZ71ofl4LWPPR5PxOMGBgYkpSYo+61Zs0bt7e0hQTzbhE7wY0LVTPns79ysTZ++Q/39l3T63CV1/MvbspbN1Q1LzPrNWxdCjj30i2vbcpeXzdW9H6/U2LhXK1eUq/qG1G/C0T84on/48Ruyzp+rCa9XP/nVmbDHmUzSxn91syrMxRqfMLTmjuuzZgQcAIBskfVh2WKxBFar8AficPyBtra2NmXX9gf1bN6sJGTpOLJyRtxfe4OWLyrVTcssGro8pmNvXZAh6a7br9PPT3wYcuzA0Kh+8C9vS5L+Z7dvs5SVK8p163KrPla1WAvMxZo3tzCmAD3h9cok32TSn/zqtA7+3KVblln09vsevX/hctj3WErn6g/X3aaLnhHdutyqWysjzwMAAAA5EJYl37rH7e3tUZeF6+npkeQbDU4V/6oY2bzeshGUlsnKmVFgMuljVb6tscvLirX9oY9o8PKoamuul9dr6LXXz+m3blmoOYUF+sWp0M1PRsYm9Ju3Lug3b11Qx9UQvdBSrBVLzCormaNli0p1XUWJ5s0tUlGhSe99MKjF5SVaXF6i3f/4Gw1eHtON15t14r1+Sb7l7SZbtaJc9XffoDPnL6m25npZSzM7OQ8AgFySE2H5kUceUXt7e2BzkslcLldgBYxw22Enqru7WxaLRRs2bEjZOdOJMozs8Fu3LAw83vKvq7X2Ex7dWmnV8MiE5hUXqsJcrHs/Vqlv/X/H9PYZjxaYfTsN+n/sueAZ0YWrOw/Gwh+U/QpMJq1bXamVtnIVFJj0W7cslMlkCmkXAACITU6EZZvNpoaGBjkcDnV2dqq+vj7kdf922I2NjVPe63K5tH37dtXU1Gjnzp1T3jcwMKBHHnlkSqmF0+mUw+HQ3r17U1oHnWqRthdGdpg7p1ArV1RIkspKCrT596/tQvkf/+gTGh/3au6cQrmHRnTivX5dHhn37Yx3aVQDl0Z1rn847FrHwYoKTSosLNAX/nW1yubP0dKFpSormZPGzwoAgNkjJ8KyJO3cuVMDAwPasWOH7HZ7INx2d3fL4XBoy5YtYUeV9+3bJ6fTKafTqYaGhpCSitbWVkm+zUcaGhq0devWkHN2dHRkdQmGJBlBUYqR5dxSYDJp7pxCSZK1rFj32K+XJH3y45WBY0bHJtQ/NKIrIxMaGBrRiiVmvX/hkt47O6jryufrEyt95R+GYfDvDwBAGuRMWJak3bt3y+FwqLm5WWazOTCpL1qovf/++9XV1SWbzTblmF27dgV27HM4HDpw4IBqampUX1+vjo6OtH8+qcAEv/w2d06hllTMlyTdIN/GOxXmYlXfuCDkOIIyAADpkVNhWZIaGhriqku22+06dOhQ2Nf8O/blspCwnLlmAAAA5CUWVc1xlGEAAACkD2E511GGAQAAkDaE5RzHahgAAADpQ1jOcZRhAAAApA9hOcexGgYAAED6EJZzHNtdAwAApA9hOY9QhgEAAJBahOUcRxkGAABA+hCWc5zBchgAAABpQ1jOccFRuYChZQAAgJQiLOe4kHFlsjIAAEBKEZZzHKthAAAApA9hOdeFTPAjLgMAAKQSYTnHBZdhkJUBAABSi7Cc41gNAwAAIH0IyzkuOCuzGgYAAEBqEZZzHOPKAAAA6UNYznEhq2EwsAwAAJBShOVcx2oYAAAAaUNYznEhq2FkrBUAAAD5ibCc40JWw2BkGQAAIKUIyzkuJCtnrhkAAAB5ibCcRxhYBgAASC3Cco7zhqyGQVoGAABIJcJyHiEqAwAApBZhOccxvw8AACB9CMs5zhBlGAAAAOlCWM5xBvtdAwAApA1hOddRhgEAAJA2hOUcRxkGAABA+hCWcxybkgAAAKQPYTnHha6GQVwGAABIJcJyjgstw8hgQwAAAPIQYTnHsRoGAABA+hCW80gBQ8sAAAApRVjOcQYz/AAAANKGsJzjyMoAAADpQ1jOccEly6yGAQAAkFqE5VxnsBoGAABAuhCWc5yX1TAAAADShrCcR1gNAwAAILUIyzmO1TAAAADSh7Cc48jKAAAA6UNYznGshgEAAJA+hOVcd3VomZwMAACQeoTlHOdfDYOsDAAAkHqE5XzB0DIAAEDKEZZznHG1armArAwAAJByhOUcd201DNIyAABAqhGWc5zBBD8AAIC0ISznCZaNAwAASD3Cco4LrIZBVgYAAEg5wnKu85dhZLgZAAAA+YiwnOP88/sowwAAAEg9wnKOMyjDAAAASBvCco4zKMMAAABIG8JynqAMAwAAIPUIyzmO1TAAAADSh7Cc8wJT/DLaCgAAgHxEWM5x/gl+BfxLAgAApBwRK0+YGFkGAABIOcJyjvMG1o7LbDsAAADyEWE51/nLMAjLAAAAKUdYznFG4BFpGQAAINUIyzkusCkJWRkAACDlCMs57tp216RlAACAVCMs5wmyMgAAQOoRlnOcfzUMsjIAAEDqEZZzXWADP+IyAABAqhGWc5w/K7N0HAAAQOoRlnNcYDUMCjEAAABSjrCc4wLrLJOVAQAAUo6wnOvYwQ8AACBtCMs5zl+GwdAyAABA6hGWcxyLYQAAAKQPYTnHsYMfAABA+hCWc1xgNQyyMgAAQMoRlnMcFcsAAADpQ1jOdZRhAAAApA1hOcdRhgEAAJA+RZluQLw6OzvlcDgkSW63W1arVVu3blVdXV1WnjfdrpVhkJYBAABSLafC8rZt29TV1aWOjg7Z7XZJvpC7adMmbdmyRU1NTVl13pkQWA2D3xEAAACkXM5ErObmZnV1dWnnzp2BQCtJ9fX1amhoUHt7uzo7O7PmvDPFuDq2zLgyAABA6uVEWHa5XIESiYaGhimv+59rbW3NivPOKHYlAQAASJucCMttbW2SFLF+2G63y2KxyOVyqbu7O+PnnUn+rFxAVgYAAEi5nAjL/qBaXV0d8RibzSZJ2rdvX8bPO5MCq2FQiAEAAJByWR+WPR6PXC6XJKm8vDzicZWVlZKk48ePZ/S8M81gVxIAAIC0yfrVMPyBVpIsFkvE4/yBN/j4TJxXkgoKTCqYoboIf6mySVJhYdb/7JM3/H1Nn88s+j0z6PfMoN8zg37PjGzu96wPy263O/DYarVGPM5sNgceezyeqAE4neeVpAULSmdsR72Pr1qin5/4UL9122JZLCUzck1cQ59nBv2eGfR7ZtDvmUG/Z0Y29nvWh+VcdPHipRkbWa6zL9FHb12o5ddb5fEMa2LCOyPXne0KCwtksZTQ5zOMfs8M+j0z6PfMoN8zIxP9XlFRGtNxWR+Wg0d9g0eDJxscHAw8jmX0N13nlSSv15DXa0x/YIrML/b9M05MeDU+zhf2TKLPM4N+zwz6PTPo98yg3zMjG/s9+wpDJvGvRiH5yiAiGRgYkBR7oE3XeQEAAJA/sj4sWyyWQLD1B9dw/CPAtbW1GT0vAAAA8kfWh2VJWr9+vaToy7f19PRIktasWZPx8wIAACA/5ERYfuSRRyQp4i56LpcrsFJFuG2rZ/q8AAAAyA85EZZtNlsgrHZ2dk553b9tdWNj45TXXC6XNm7cqObm5pSeFwAAAPkvJ8KyJO3cuVPr16/Xjh07QjYI6e7ulsPh0JYtW8KO/u7bt09Op1MOh0NOpzNl5wUAAED+y/ql44Lt3r1bDodDzc3NMpvNgcl3HR0dstvtYd9z//33q6urSzabLeIxiZwXAAAA+c9kGMbMLQg8S5w7Nzj9QSlUVFSgiopS9fdfyrq1CfMVfZ4Z9Htm0O+ZQb9nBv2eGZno98WLzdMfpBwqwwAAAABmGmEZAAAAiICwDAAAAERAWAYAAAAiICwDAAAAERCWAQAAgAgIywAAAEAEhGUAAAAgAjYlAQAAACJgZBkAAACIgLAMAAAAREBYBgAAACIgLAMAAAAREJYBAACACAjLAAAAQASEZQAAACACwjIAAAAQAWEZAAAAiICwDGRIZ2dnppsApBX3OGYr7v38UpTpBiBUZ2enHA6HJMntdstqtWrr1q2qq6vLyvPmi3T1T1tbm1pbW8O+tn79etXX1yd1/lzmdDrV2tqqxsZG2e32pM/HPR6bVPc793jsWlpadOTIETmdTtlsNtXV1amxsVEWiyWp83LvR5eufufej6ytrU0HDhwI9Hl1dbWamppks9mSOm/G7nUDWeOLX/yiUVVVZfT09ASeO3DggFFVVWU899xzWXfefJHO/lm9erVRVVUV9k/w9WaT3t7eQJ+nqh+4x6eXjn43DO7xWPT29hpr166N2E+HDx9O+Nzc+5Gls98Ng3s/HLfbbaxdu9ZYvXq18dhjjxkPPPBASL/09vYmfO5M3uuE5SyxY8cOo6qqyti3b1/E1w4cOJA1580X6eyfffv2GWvXrjV6e3vD/pmN9u3bZzz33HMpDW3c49NLR7/7z8s9Pr21a9caO3bsMHp7ew2322309PQE7s2qqipj9erVhtvtjvu83PvRpavfDYN7P5IHHnhgyj3X09MT+MHiscceS+i8mb7XCctZoLe3N/DFG05PT49RVVVlrF27NivOmy/S3T9r166d1f9RRRPc98mENu7x+KSq3/24x6f33HPPRRz12rNnT+DfI1wIiIZ7P7p09bsf9/5U+/btizhav2/fvsAPKPHKhnudCX5ZoK2tTZIi1tzY7XZZLBa5XC51d3dn/Lz5Ip3909nZKZfLJbfbLafTmXRb843Vak3JebjH45Oqfpe4x2N15MgRNTU1hX1t69atgbrZw4cPx3Ve7v3o0tXvEvd+JDU1NRHvx5qaGkmJfQ/KhnudsJwF/P+41dXVEY/xF8Xv27cv4+fNF+nsnz179kiSmpubtXHjRq1cuVLbtm3jG2uKcY9nDvd4bJ599tmor/tDRHl5eVzn5d6PLl39LnHvRxJtwnBPT48kqbGxMe7zZsO9TljOMI/HI5fLJSn6F21lZaUk6fjx4xk9b75IZ/94PB5ZrdYps367urq0ceNGtbS0xN9gTME9njnc47GbbsURt9sd03HBuPenl45+l7j3E+HxeNTW1qadO3fGvUJIttzrLB2XYf6bQFLUZWz8N0nw8Zk4b75IZ/9YLBbt3btXku8Lvbu7W3v27AmMOrS3t0tSxF8RIjbc45nDPZ46/j5raGiI+T3c+8lLpN8l7v14OZ1Obd++XRaLJaFl47LlXmdkOcP8P91K0Wt5zGZz4LHH48nYefPFTPWPxWJRfX29Ojo6tHfv3sAXe3t7+6z/lV2yuMezA/d44vwbV+zcuTOu93HvJyfRfp+Mez+yzs5Obdq0SRs3bpTL5ZLT6dSmTZviHnnPlnudsAzMkLq6OnV0dAT+Phsn3SC/cY/Hp7W1VXV1dXGPbiI56eh37v1Q9fX12rVrlzo6OrRly5bA8+3t7TnZN4TlDAv+SSn4J6jJBgcHA49j2XUoXefNF5nqH5vNFvjGcezYsaTPN5txj2cn7vHYtLS0hPxKPx7c+4lLpt+nw70fymKxyG63q6mpSR0dHYF7MJ5JeNlyrxOWMyy4hifarw4GBgYkxX4TpOu8+SKT/bNmzRpJoV/ciB/3ePbiHo+uu7tbXV1d+s53vpPQ+7n3E5Nsv8eCez88u92uL3zhC5Lim4SXLfc6YTnDgove/f/Y4fi/8GprazN63nyRyf7xXzeRyQ64hns8e3GPR+Z0OtXa2hoy0hYv7v34paLfY8G9H1m8K2FI2XOvE5azwPr16yVF/2nLv0ah/6fWTJ43X2Sqf/wTP+JdsghTcY9nJ+7x8JxOp3bs2KHvfOc7SQc27v3YpbLfY7mWxL0fTbw/SGTDvU5YzgKPPPKIpMgTAlwulzwejywWS1wTEtJ13nyRqf7p7u6WxWLRhg0bUnbO2Yp7PDtxj0/lcrmmDWwOhyPm83HvxybV/T4d7v3I/D9IbN26Na73ZcO9TljOAjabLfAP7F/SJph/q8dwO9+4XC5t3LhRzc3NKT3vbJCufm9ra1NLS0vY9R6dTqccDod27do1q+sIo03UmIx7PHVS1e/c4/FxuVzavn17YFc5j8cT8sflcqmtrW3KcmPc+8lJR79z70fmcrnU2dkZsba4tbVVjY2NYbetzvp73UDW+OIXv2isXr3a6O3tDTx3+PBho6qqynjuuefCvue5554zqqqqjKqqKqOnpydl551NUt3v/uerqqqMHTt2GL29vUZvb6+xb98+44EHHoj47zSbHDhwINBHBw4ciHos93jqpKrfucdj19vba6xevTqkzyL9mdxv3PuJS1e/c+9H9thjjwX65rnnnjPcbrdhGIbR09NjPPDAA8aePXsivjfb73WTYRhG+qI44uVwONTZ2Smz2RwoWG9sbIxY/+TfHcdms0VdCife8842qez3zs7OkB2dLBaLampqVF9fP6t/HSr5+ubYsWPav39/YPTBYrHo4Ycf1ooVK8L2D/d48lLd79zjsfF4PFq7dm1MmyTY7faQdXol7v1EpbPfufcj80+i7Onpkcfjkc1mU3V1te644w41NDREHW3P9nudsAwAAABEQM0yAAAAEAFhGQAAAIiAsAwAAABEQFgGAAAAIiAsAwAAABEQlgEAAIAICMsAAABABIRlAAAAIALCMgAAABABYRkAAACIgLAMAAAARFCU6QYAQC5zOBxqbm5O+P0dHR2y2+3q7OzUjh079IUvfEFbt25NYQtnRq63HwAiISwDQArY7XY1NDSopqZGFotFkrRu3TpJks1m0969e+XxeCRJPT09amtrk8vlktvtliTt2bNHHo9HDocjJ8NmrrcfACIhLANAEjwej2w2mzo6OqIeZ7PZAo/tdrs2bNigtWvXBp5rbGxUW1ubGhoa0tbWdMr19gNAJIRlAEhSIgHRYrFow4YNgdHmuro61dXVpbppMybX2w8AkRCWASAJNptNdrs9ofcyCgsA2Y/VMAAgCfX19SElFvGw2+2BoO1yudTS0qKNGzeGPbazs1Pbtm1TS0uLJMnpdGrTpk1auXKl7rzzTrW1tQWOdblcam5u1p133qmVK1dq06ZNgRHscDwej5qbm7Vu3TqtXLlSGzduDDlfLKK131/LvGnTJjkcDkm+iZHB13M6nXFdT/L1SfA5W1paQj7n7u7usO/zeDzatm1b4M+6deu0bt26pCZqAshfJsMwjEw3AgDy0cqVKyX5Rp8PHToU9hin06nW1tZAsLNYLDp69Gjg9e7ubrW1tQVeb2hokNls1pEjR1RbW6vBwcFAWNy5c6esVqtaW1tVV1cns9msrq4uuVwu2e32sHXV3d3dam1tVWNjo+rq6gJBu7u7O+J74m1/a2trIAw3Njbq2LFj6uvrU01Njbq7u+VyuSRJR48eDUyOjOeajY2NcjgcgfcGB+/GxsYpEw7XrVunhoaGwPMej0cbN25UdXW1du/ePe31AcwyBgAgLaqqqoyqqipj7dq10x67Y8cOo6qqyli9enXY1x977LHA+Q4cOBDxvV/84hdDXuvt7Q28r7e3N+xrPT09Ic+73e7Ae5577rlYPtVp27969erA64cPHw65lv+1PXv2xHQtP38bV69eHfI5uN1uY+3atWE/73379oXti8OHD0/pOwAwDMOgDAMAssB0dc9ms1mSbyJdfX19yGv+v3s8Hn31q18Nec1ms4UdcZV8ZQsWi2XKtYOf279/f0ra7y9Vefjhh0MmAlosFtXU1EhSYIQ5Xl/4whdCrm+xWLR3797A34NLSnp7eyX5SjiC1dXVJVxOAyC/McEPALKA1WqN+np5ebmka6E5nvdarVZ5PJ4pYbSrq0vStfWgg/mP9Xg88ng805ZHTNeGaPwhNd6wbLFYIrbNP/HS6XSqp6cn8PyKFSskSa2trRoYGFBTU1PgteDHAOBHWAaAPBcuTPpHmevq6kJGYfNJbW2tnE5nSAhvaGiQw+GQ0+lUe3u7urq6tHPnTpa9AxARZRgAMAv5dw5MtPQhF/hH4yfr6OjQ+vXrJfk+/02bNmnbtm1RVwwBMHsRlgFgFvKXTeRzWPbz10QH2717t3bt2hUoAenq6oq4bB+A2Y2wDACzUPBktsmT3YL510jORf4fBKqrqwPPBU9yrK+v16FDh7Rly5bA8bn6uQJIH8IyAMxCFoslEJh37NgRsQRh+/btOVvP61+H+ZFHHgk853A4poymNzU1Bcoy/KtlAIAfYRkAsoC/hjhSaB0YGEj43P5zTj5HY2Nj4PXJu+g5nc7ARh2xLKk2XfujSeZzi3RN/2YnW7ZsmdL+ffv2TTl+zZo1kqQ77rgjqbYAyD+EZQBIg+Dg6XK5pg2RwSOa4Y4dHBwM+RgseKQ0eJk0v0iT+err60Mmum3cuFErV64MbEFdU1MT83Jq07Xff+1wNdJ9fX0h7YxXa2trSPlEd3e3tm/froaGhrDtb29vn7IVdmdnp+x2+5Q1rAGA7a4BIIU6Ozv18ssvB9Yw9rNYLNqwYYPq6+tDyhqcTqccDkdI2LPb7dqwYYO2bt0a9vWGhgY1NDTIbrerra1Ne/bsCQRUm80W2Mp58lbZ/vdu3bo1ZLTV4XCos7MzELRramq0devWmMovYml/8NbUwW2QfBujBPfV+vXr1dTUFNNo9p133imPx6OdO3fK6XSqu7tbbrc70AcNDQ1T3tPW1qZjx47pyJEjqqmpkc1mk8vlUnV1NessAwiLsAwAyEnBYTlcMAaAVKAMAwAAAIiAsAwAAABEQFgGAOQkdtwDMBMIywCAnBM8oTDc2skAkCpM8AMA5JR169aFDcd2u10dHR0ZaBGAfEZYBgAAACKgDAMAAACIgLAMAAAAREBYBgAAACIgLAMAAAAREJYBAACACAjLAAAAQASEZQAAACACwjIAAAAQAWEZAAAAiOD/BwxYgBvtj97qAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict(description='1P', particles=['electron'], glob_therm=True, t_end=3)\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + " \n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "eq_state = get_therm_eq_state(me_solver)\n", + "fig, ax = plt.subplots()\n", + "plot_coh(ax, me_solver)\n", + "plt.axhline( y=calc_coherence(eq_state) )\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "511cdec0-dcc2-4584-ac59-e6302d2c83b5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict(description='1P', particles=['electron'], loc_therm=True, t_end=3)\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "\n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "fig, ax = plt.subplots()\n", + "eq_state = get_therm_eq_state(me_solver)\n", + "for i, tb_site in enumerate( me_solver.tb_ham.tb_basis ):\n", + " plot_pop(ax, tb_site, me_solver, add_legend=False)\n", + " ax.axhline(y=eq_state[i,i].real)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "5cf25f94-7938-44df-be8e-be170d80e042", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict(description='1P', particles=['electron'], loc_therm=True, t_end=5)\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + " \n", + "# plotting\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "eq_state = get_therm_eq_state(me_solver)\n", + "fig, ax = plt.subplots()\n", + "plot_coh(ax, me_solver)\n", + "ax.axhline( y=calc_coherence(eq_state) )\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "0679734b-238a-4354-a98d-2dce353fe7ce", + "metadata": {}, + "source": [ + "# Trace distance, purity and IPR" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "5eee587e-3f77-4943-a610-41f8bc77e7aa", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict(description='1P', particles=['electron'], loc_therm=True, t_end=5)\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "eq_state = get_therm_eq_state(me_solver)\n", + "dms = me_solver.get_result()\n", + "\n", + "# plotting\n", + "fig, ax = plt.subplots()\n", + "ax.plot(me_solver.times, [ calc_trace_distance(dm, eq_state) for dm in dms ] )\n", + "ax.set_ylabel('Trace distance')\n", + "ax.set_xlabel('Time')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "e55a5929-0221-4010-99e0-9a79b9ce71d2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict(description='1P', particles=['electron'], loc_therm=True, t_end=5)\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + "\n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "eq_state = get_therm_eq_state(me_solver)\n", + "dms = me_solver.get_result()\n", + "\n", + "# plotting\n", + "fig, ax = plt.subplots()\n", + "ax.plot(me_solver.times, [ calc_purity(dm.full()) for dm in dms ] )\n", + "ax.axhline( y=calc_purity(eq_state) )\n", + "ax.set_ylabel('Purity')\n", + "ax.set_xlabel('Time')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "d6dad5dd-66d7-4ca3-92bd-89e111f7598b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# parameters\n", + "kwargs=dict(description='1P', particles=['electron'], loc_deph_rate=5, t_end=5)\n", + "upper_strand, tb_model_name= 'GCG', 'ELM'\n", + " \n", + "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", + "eq_state = get_deph_eq_state(me_solver)\n", + "dms = me_solver.get_result()\n", + "\n", + "# plotting\n", + "fig, ax = plt.subplots()\n", + "ax.plot(me_solver.times, [ calc_ipr_dm(dm.full()) for dm in dms ] )\n", + "ax.axhline( y=calc_ipr_dm(eq_state), color='g', label='maximally mixed' )\n", + "ax.axhline( y=1/6, color='r', label='localized')\n", + "ax.set_ylabel('IPR')\n", + "ax.set_xlabel('Time')\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "4c675379-b93f-4593-bbe3-f0c78abe796b", + "metadata": {}, + "source": [ + "# Eigenstate IPR" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "626f43fe-9413-4449-b738-67e5145fe443", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Hamiltonian IPR\n", + "kwargs=dict(description='2P', particles=['electron'])\n", + "tb_ham = TB_Ham(DNA_Seq('GCG', 'ELM'), **kwargs)\n", + "eigs = tb_ham.get_eigensystem()[1]\n", + "\n", + "# plotting\n", + "fig, ax = plt.subplots()\n", + "ax.plot( calc_ipr_hamiltonian(eigs) )\n", + "ax.axhline( y=1, color='g', label='localized' )\n", + "ax.axhline( y=36, color='r', label='delocalized')\n", + "ax.set_xlabel('Eigenstate')\n", + "ax.set_ylabel('IPR')\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "0d9ff925-4337-416c-99e8-3ec97b724de5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# density matrix IPR\n", + "kwargs=dict(description='2P', particles=['electron'])\n", + "tb_ham = TB_Ham(DNA_Seq('GCG', 'ELM'), **kwargs)\n", + "eigs = tb_ham.get_eigensystem()[1]\n", + "\n", + "# plotting\n", + "fig, ax = plt.subplots()\n", + "ipr_list = []\n", + "for i in range(36):\n", + " dm = np.outer(eigs[:, i], eigs[:, i].conj())\n", + " ipr_list.append( calc_ipr_dm(dm) )\n", + "ax.plot( ipr_list )\n", + "ax.axhline( y=1/36, color='g', label='localized' )\n", + "ax.axhline( y=36, color='r', label='delocalized')\n", + "ax.set_xlabel('Eigenstate')\n", + "ax.set_ylabel('IPR')\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "2c1edb3e-adeb-4a66-b5f4-5d67b8a3441d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# similar to the plot above but reduced to particle subspaces \n", + "kwargs=dict(description='2P', particles=['electron'])\n", + "tb_ham = TB_Ham(DNA_Seq('GCG', 'ELM'), **kwargs)\n", + "\n", + "fig, ax = plt.subplots()\n", + "for particle in get_config()['PARTICLES']:\n", + " ax.plot( [calc_ipr_dm( get_reduced_dm_eigs(tb_ham, particle, i) ) for i in range(36)], label=particle)\n", + "\n", + "ax.axhline( y=1, color='g', label='maximally mixed' )\n", + "ax.axhline( y=1/6, color='r', label='localized')\n", + "ax.set_xlabel('Eigenstate')\n", + "ax.set_ylabel('IPR')\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "750e2863", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/tutorials/3_Paper.ipynb b/docs/tutorials/3_Paper.ipynb deleted file mode 100644 index 6ef39d4..0000000 --- a/docs/tutorials/3_Paper.ipynb +++ /dev/null @@ -1,868 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "22fe9e42-a605-4fce-82b4-31a3efd8fde2", - "metadata": {}, - "source": [ - "This notebook reproduces the plots contained in [D. Herb, M. Rossini, J. Ankerhold, PRE 109, 064413 (2024)](https://doi.org/10.1103/PhysRevE.109.064413)\n", - "\n", - "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dehe1011/QuantumDNA/blob/main/docs/tutorials/3_Paper.ipynb)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "03930215-8844-4878-98f0-cbac38fbbbb9", - "metadata": {}, - "outputs": [], - "source": [ - "# %pip install qDNA\n", - "\n", - "# This can be used alternatively if you cloned the GitHub repository\n", - "import os\n", - "ROOT_DIR = os.getcwd()[:os.getcwd().rfind('QuantumDNA')]+ 'QuantumDNA'\n", - "os.chdir(ROOT_DIR)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "78711552", - "metadata": {}, - "outputs": [], - "source": [ - "# change this to True if you want to save the figures you create in this notebook \n", - "save = False\n", - "if save:\n", - " SAVE_DIR = os.path.join(ROOT_DIR, 'docs', 'figures', 'my_figures')\n", - " os.makedirs(SAVE_DIR, exist_ok=True)\n", - "\n", - "DATA_DIR = os.path.join(ROOT_DIR, \"qDNA\", \"data\", \"processed\", \"doc_paper\")" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "4115c17a-a794-4831-a19f-2dc10df39399", - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "\n", - "plt.style.use('seaborn-v0_8')\n", - "plt.rcParams['font.family'] = 'sans-serif'\n", - "plt.rcParams['font.sans-serif'] = 'DejaVu Sans'\n", - "plt.rcParams['axes.labelsize'] = 15\n", - "plt.rcParams['legend.fontsize'] = 12\n", - "plt.rcParams['xtick.labelsize'] = 12\n", - "plt.rcParams['ytick.labelsize'] = 12" - ] - }, - { - "cell_type": "markdown", - "id": "dbbd7cc4-b79c-481e-a20c-59231fcf288f", - "metadata": {}, - "source": [ - "# Paper" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "50577b3b", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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amysCAAAAAAAoWIRmAQAAAACA7UaOHKkyMzNFRGT48OGWrqwZNGiQ2r59u/Ts2VNPnTpVe3h43FI/9957r6xdu9asUqVKjvazZ89Kly5djCu7XpUkzz//vL42OBsQECAzZswwXVxcbKoKBSkyMlJVq1bNCA4ONh555BE1cOBANW3aNBUTEyMilwPTM2bM0AsWLDBv0lWhaNy4sTz22GNaRGTp0qVq/fr1dpcEAECxlpSUJBs3bnRcDwsLs7T/CxcuXPe2vXv3WjaOq6ur5PW+4cp7Fljv6oDNvn375Mr8EgCAkuTMmTOyfPlyR7i0S5culn1OevDgQYmNjZW7775bFixYoCZPnqyOHTtmVfcO4eHhebb/+uuvlo8FIP+UUjmeU2bOnEmQHQAAAAAAFGuEZgEAAAAAgK2OHDni2BUqJCREWrRoYVnf8+bNUxMnTlQNGzaUSZMm6dsNcjZo0EC++eYbfe2uU/Hx8dK7d29V0s6kHxQUJGvXrjWffPJJ3alTJ/3RRx/pHTt2mP7+/naXhgKSnp7u+OUvVaqUNG7cWHr06KGnTJmijx8/bm7YsMHs0aOHNoyi87Hja6+95vjDfOutt4pOYQAAFEMrV65UWVlZIiJiGIa0bNnS0gly9erVr9vfHXfcYdk46enpkp6enqvdx8fHsjGQU2BgoFSoUMFxnd3oAAAl0Y8//ug4sWCzZs3Eys/Y9u/fr0REdu3aJb1791bPPPOMql27tvHZZ59Z+pobEBCQ53xt//79Vg4D4BY89NBDjss//vij470bAAAAAABAccQiMQAAAAAAYKsRI0aojIwMEREZMGCAZYvqMzMzZeDAgcrNzU2+++4789odUW9Vx44ddd++fXPVuXr1ajVt2rQSt7D7b3/7m3z33Xd64cKFesiQIbpMmTJ2l4QCNGXKFHP//v3m8ePHzbS0NPP33383Z8yYoZ966il955132l1enoKCgqRly5YiIrJu3Tp2NgEAoAAtXbrUcblhw4Y5QpBWCA4Olrp16+Zq9/DwkG7duln2XiIxMTHPdiuDucjJxcVF7rvvPsfPcMWKFXaWAwCALb7//nvH5cjISEtPPpKQkJCrLSMjQ1599VUhpE3IAAAgAElEQVRlZaC1SpUqebafPn26xH1uChQ14eHhunTp0iJyeWfrNWvW8HcJAAAAAACKLUKzAAAAAADANomJifLtt98qkcu7Nj388MOWLQabOXOmOnLkiDz55JO6SZMmVnUrIiLDhg3Trq6uudrfffddzs6OYq1+/fpSt25dKaoB2evp37+/47nlP//5D4vBAAAoIKtXr3a8zgYGBloa9BC5HKycP3++eeWEGCIiAQEBMmfOHF2nTh3Lxjl8+HCe7X5+fpZ/T3ZKSUmRKVOmqF69eqnw8HDVuXNnNWDAALV27Vpb6mnWrJnj8qpVq5RpmrbUAQCAHc6dOyfr1q1zzKXCw8Mt7f/06dN5tmdnZ8uqVass+6ykUqVKebanpqZaNQSAW+Th4SEtWrRwvKeZM2eOneUAAAAAAAAUKEKzAAAAAADANpMnT1bp6ekiIvLkk09qNzc3y/r++OOPlWEY8sYbb1i+sN3Pzy/Pnazi4uJk8eLFBPKAIubRRx/VZcuWFRGROXPmqLx2VwEAALfn7NmzcujQIcf1qwOQVqpXr56sX7/ePHr0qLl//37zwIEDZpcuXSyd82/evDnPOX2bNm2sHMZWU6dOVbVq1TL69u2rZsyYobZv364WL16sPv/8cxUWFma0a9dOnTp1qlBrCgwMdFxOTEyUgwcPFur4AADYacWKFSo7O1tERFxdXSU4ONjS+U2ZMmWue5tS1n2cefHixTzby5cvb9kYAG7d1YH8FStW8L8MAAAAAABQbBGaBQAAAAAAtjBNU8aPH+9YlNGnTx/LFoLt379fdu/eLS1atJD69etb1W0OPXr0yLN95syZBTIegFvn5eXlCLpnZGTI119/zYIwAAAstnnzZqX1n1P6qwOQBaF69epSt25dMQzr/90ZFRWVZ3vbtm2dfqdZ0zTlueeeU08//bTy8PCQr776Sp87d85MTk42Y2JizAYNGojI5QX0oaGhxrlz5wqttmt3J966dStzNgBAibF06VLH5cDAQLly8i+rtG7dWucVjlVKSatWrSyb4yQmJubZ7uPj4/TzKKA4CAsLc/wtHjp0SI4cOWJnOQAAAAAAAAWG0CwAAAAAALDFihUrVGxsrIiI1KpVS5o3b25Z38uXL1ciIp07dy6wxVitWrXSLi4uudpXrlyZIywAoGh4/PHHHZcnTZrE3ykAABb77bffclxv0KCBU77Ypqeny7Jly3IlSpo1aya1atWyoyRLvfTSS2r8+PGqffv2Ojo62nzmmWd0hQoVRESkZs2a8sYbbzh+bgcPHpSXXnqp0IKrtWvXFnd3d8f1rVu3FtbQAADY7uodH4OCgiyfRzVs2FBef/31XP2++eabumHDhpaNc/LkyTznDlWrVrVsjKIiKSlJFi9erKZMmaLmzp2r9u/fb3dJwE0FBQXlOPHQqlWrOFENAAAAAAAolgjNAgAAAAAAW3z33XeOyw888IClC8FWrVolIiLR0dHSvXt39eabb6qjR49aOYRUqFBBGjVqlKv91KlTcvbsWUvHAnD7WrdurcuVKyciIocPH84V7AEAALdn165djsulS5cWHx8fG6u5dQsXLlTnz5/P1T5o0CCnDAFfbfr06WrcuHEqLCxM5s+f7wjLXq1OnTo5vs/vv//ecbKjgubi4iJ+fn6O69u2bSuUcQEAsFt8fHyO3R6tPLng1UaNGqW3bdtmvvvuu/rdd9/VO3bsMEeOHGnpHOd6J70IDg62chhbxcTEyJNPPql8fHyMTp06qb59+6pHHnlE1atXzwgMDDSWLl1KCBFFlpeXlwQEBDiu//e//7WxGgAAAAAAgIJDaBYAAAAAABS6S5cuyfz58x2Lhx544AFL+z969KgSubzAe/bs2Wr06NGqfv36xsaNGy0d56677spzUVl8fLyl4wC4fR4eHtK+fXvH3+zs2bNZwAgAgIX27dvneG2tWbOmKOWcL7VTp07N1XbXXXdJ9+7dnTo0m5CQIIMGDVI+Pj4yc+ZM09PTM8/jzp8/n+MHl52dLYsWLSq0H6a/v7/jcT5w4IBz/hIBAPAXbdq0KcdrXtOmTQts3tGsWTN555139DvvvKObNm1qef+bNm3Ks71t27ZOPZe6Ys6cOapZs2bG7NmzVdu2bfX48eP1Tz/9pAcNGqQNw5CdO3dKx44d1ZgxY5jHoMi6+jlm69at/K4CAAAAAIBiidAsAAAAAAAodEuXLlVJSUkicvnM5qGhoZYumkpISMjVlpaWJm+88Yaln4VUrlw5z/aUlBQrhwFgkQ4dOjguz5o1S2ldLNZrAgBgO9M05eDBg47rfn5+Tvkiu2/fvjwDoqNGjdLu7u52lGSZQYMGqcTERPnkk0+0r6/vdY+Li4vL1bZ///4CrCynWrVqOS7Hx8dLampqoY0NAIBdNm/e7LislJJGjRrZWM2tS09Plw0bNuSaSzVu3FiqVatmR0mW+uabb1T37t1VxYoVZfXq1eaiRYv0s88+qx9++GH973//W/fu3VuLiGitZfDgwWrx4sWEEVEkNWnSxHF5//79zLkBAAAAAECxRGgWAAAAAAAUugULFjgut2jRQru5uVna/7lz5/Js37Fjh6XjlC9fPs/2zMxMS8cBYI3w8HBHgOfYsWOWPycAAFBSnTx5UtLS0hzXa9SoYWM1t27UqFHKNM0cbWFhYdKrVy+nDAFfsXv3bpk1a5Zq1qyZ9OzZ84bfy7p163K1Feb7Gz8/P8dlrbXExMQU2tgAANhl586djsu+vr7i5eVlYzW3btGiRer8+fO52l944QWnnkuJXJ4j9evXT9WoUUPWrl1rtmrVKtcxrVu3dly+EpzlhG0oigICAhyXs7Oz+YwUAAAAAAAUS4RmAQAAAABAoVu5cqXjLPv333+/5f3fcccdebaXK1fO0nGSk5PzbC9btqyl4wCwRu3ateWuu+5yXF+1ahU7fgAAYIE//vgjx3UfHx+bKrl1O3bskBkzZuSYG5QpU0bGjx9vKuXcU4aRI0cq0zTl9ddf14Zx/X8Pm6aZ473aFf7+/gVZXg6VK1fOcf3IkSPO/eADAJAP+/btc7ze1axZ085SbsvMmTNztVWuXFmu7MDqrNLS0qRv376Gi4uLzJ0717z6JB9Xc3FxyXF99+7dsn379sIoEfhLAgICcvxN7tq1izk3AAAAAAAodgjNAgAAAACAQrVv3z6JjY11XA8NDbV8jG7duuW5EOvhhx+2dIFWYmJinu0VKlSwchgAFgoNDXU8D6xYscLOUgAAKDZOnDiRY5H1tcFHZzBw4EAjOzs7R9u4ceN0vXr1bKrIGgkJCTJnzhx15513yiOPPHLD90Pr16+X+Pj4XO33339/oQVdrv3dyaseAACKk/T0dDly5Ijjup+fn1MGTOPi4mTevHm5gnevvfaaLl26tB0lWWbYsGHq0KFD8sEHH+jAwMDrHnftiWRERLZs2UIYEUXOteH8Q4cO2VQJAAAAAABAwXG1uwAAAAAAAFCyXL2zo1JKmjVrZvlCsOHDh+tDhw7J3LlzldZalFLStWtX/eGHH1o61rFjx3ItelJKibe3t5XD2O7IkSMyf/58deDAAUlNTZVq1apJmzZtdFhYmNxopyqgKGrevLnMmjVLRETWrVunMjIytLu7u81VAQDg3E6dOpXjeqVKlWyq5NZMnTpVrVmzJkfbiy++qJ19VzQRkW+//VZlZmZKjx49tJub2w2PnTlzZq73N35+ftKiRYsCq+9a3t7eWkQcdSQkJBTa2AAA2CEmJkauPnFHYe7wbqVPPvlEZWVl5WirW7euDBw40KnnU3FxcfLFF1+oWrVqycsvv3zD72Xr1q252q530kXATj4+PuLl5SWpqakiInLw4EGbKwIAAAAAALAeoVkAAAAAAFCooqKiHJf9/PykYsWKlo/h5eUlP/74oz506JDev3+/qlu3rq5Tp46lY6Smpsru3btztTdq1EjKli1r6Vh2SUxMlFdeeUXNmDFDXbvr1ogRI1TTpk1l0qRJ5j333GNThcBfd/WOIKmpqbJ9+3a57777bKwIAADnd2Wx9RXOdBKZP/74Q1555ZUcYdHOnTvrTz/91KkDHlf8+OOPSkRuustsVlaW/PTTT7lCsz179tRKFd4Gadf+7lwbyAYAoLi59qR8vr6+dpVyy44cOSJff/11ju/DMAyZMGGC9vDwsKssS4wePVplZmbKsGHDbnjSNdM0Zc2aNbkmTZUrVy7Q+oBbdccdd8jhw4dFROTw4cNKRIrF+x8AAAAAAIAr2AoEAAAAAAAUqs2bNzsWDzVp0qRAF2LUrl1bOnfubHlgVuTyzgHXBklFRCIiIorF4pLdu3dLs2bNjGnTpqnIyEi9aNEifeLECTMuLs7s2bOnFhHZuXOnhIeHG2vXrrW7XCDfAgMDc/yNbtu2rfBSIAAAFFNpaWk5rpcpU8Yp5sRZWVnSu3dvde7cOUdby5Yt5YcfftCurs5/7uHk5GTZsmWLVKtW7aYnCVmyZIm6NqCqlJKnnnqqUH+WpUuXznH94sWLhTk8AACF7sSJEzmuO2PI8tVXX1XXvmYPHTpUh4eHO8Wc8HpOnz4tU6dOVVWqVJEnnnjiht/L+vXr5fTp07namzdv7tSPAYqvq09WEx8fb2MlAAAAAAAABYPQLAAAAAAAKDTJycly8OBBx/WGDRvaWM3tWbBgQZ5BuwcffLCwS7HcgQMHJDw83Dh16pTMmDFD//LLL7pjx47a19dX/Pz8ZMKECbpUqVIicnlXsSeeeMI4f/68zVUD+ePj4yM+Pj6O67/99puN1QAAUDxcG5q90S5cRclrr72mVq9e7ZjXh4SEyKJFi8wrc11nd+zYMcnOzpa///3v2jBu/G/hKVOm5GoLCQmRgjgB0Y1cuxtdenp6oY4PAEBhuzasVqlSJZsquTUrV65UV3a2vyIiIkK/8847Th8W/e6779SlS5ekT58+2tPT84bHfv/997k+K65Ro4YEBQUVWH3A7ahUqZLjbzQxMVEyMjLsLAcAAAAAAMByhGYBAAAAAECh2b17t5im6bheu3ZtG6u5dVprmTNnTq6FUI0bN5awsDCnXhB28eL/t3engVFV9xvHnzMhARKQJUAgyL4EEUVoQVFRZBUwEEQgoSibSFVsQaWiothCW7GtxQVUioCERUBUIEBACKsUBMNWlE0WK3tCCGQhIZnzf0HJnyQCBiZzs3w/b5x7mbn3mclkcuZ6fueXqu7du7sSEhI0f/5827dv31zPJyAgQPXq1cvaPn78uD788EO6daLQqFu3btZtOs0CAHDzCmPR7MyZM80777yTNQ647777FB0d7b7lllucjOVRTZo00U8//eT+4x//eM3vKHFxcYqKiso1Jurfv7/Xv9vkLJql0ywAoKhLTEzMtl2pUqVCc23x3LlzGjx4cLYxxG233aZ58+ZZHx8fp2J5zKxZs4wk9erV65o/k4yMDOUsHJakiIgIawyXnVAwXdnV2lr7s52SAQAAAAAACjOKZgEAAAAAgNfs2bMn2yyh2rVrO5Tk5qxdu9YcPnw41/4XX3yx0E+EGjNmjNmzZ49ee+01GxoaetUJYTknr3/xxReF+4mjWKldu3bWe3vv3r3ZivkBAEDeFbai2djYWA0dOjRr/Hr//fdr2bJl7rJlyzoZK18EBwfrekUrs2bNMjk7S5UuXfq6BSL5Ied7h6JZAEBRl3McVa5cOYeS5N3w4cPNkSNHsraDg4O1bNkyd2Hrlvtz4uPj9e233+rWW29Vy5Ytr3nflStXmlOnTuXaP2DAgEJTAI3iJ+dnzfnz5x1KAgAAAAAAkD8omgUAAAAAAF7z/fffZ9uuU6dOoZw49NZbb+Xa16RJE0VERBTK53PZtm3b9M9//tM0bdpUo0ePvupzyczM1NGjR7Pt2717d77nAzylTp06WbdTU1N17NgxB9MAAFD45Sxs9PX1dSjJ9Z04cULdu3d3XS5QefDBB210dHSRLJj9paZPn55rAZwePXrY8uXLez1LzqLZCxcueD0DAADelLNoNmfX9YJq2rRpZtq0aVljiKCgIK1YscJdq1YtJ2N5zIYNG4zb7VafPn2uu0jitGnTcu2755571KhRo/yKB9w0xt0AAAAAAKCoo2gWAAAAAAB4zQ8//JB12+Vy6dZbb3UwzY3ZtWuXoqOjs82UMsbogw8+cBfk4oBf4rXXXjMZGRkaP368vVY3qtjY2FyTaFJSUmRtoa4ZRjFyZdGsJB04cIBOyQAA3IQSJUpk2y6oXdxTUlLUo0cP108//SRJeuCBBxQVFWUDAgIcTuacXbt2afv27bn2DxgwwPthJGVkZGTbLuzfsQAAuJ6cRbM5C9kKok2bNunpp5/OVjC7atUq9+233+5kLI+6//777dixY+2LL754zQueCQkJWrRoUa7rSv379+dCKQq0nAX6ORdCAgAAAAAAKOxKXP8uAAAAAAAAnnH06NGsCUQVKlQolBOgX3rpJZOzOHTIkCH2/vvvdyiRZ2zbtk1Lly41LVq0UKdOna45qWvlypW5JoJVr15d1+u6ABQUlStXzrZ96NAhtWnTxpkwAAAUAaVKlcq2nZ6e7lCSq8vMzFRERITZtGmTJKlDhw524cKFtnTp0g4nc9a//vWvnx3bt23b1pFCj5zvHX9/fydiAADgNYWtaPb48eN67LHHXGlpaZIuFczGxMS4Gzdu7HAyzwoMDNTo0aOvOx6aPXu2ybm4YKlSpdSnT58CUTSbmJioZcuWmXPnzuXbOS6PryVp+/btmjx5cr5dJPb391eHDh1sUFBQfp2i2Mj5WZOammokFYj3LQAAAAAAgCdQNAsAAAAAALzm6NGjWbcrVarkYJIbs2TJErNs2bJsk37uvPNOTZgwodBPJvnnP/9prLUaNmzYdZ/LZ599lmviU6tWrQr9a4DiIzAw0ErKeh8fP37cwTQAABR+haFo9rnnnjOXu4B16tTJfvHFF8W+YDY9PV2ffvpprrH9E088YX18fJyIpMsFOJcV5y7AAIDioTAVzV64cEE9evRwXb7GW7VqVa1atarIFczmxfTp03ONpbp3724rVKjgRJxcwsLCzJo1a7y20uGKFSvMihUr8vUc9evXN/v373fn60mKgZydZnMWfwMAAAAAABR2LqcDAAAAAACA4uPUqVNZtytWrOhgkrxLTk7W8OHDs00wqlChgj7//HN3YZ9sf/78eX3++eembNmy6t279zWLX/ft26fY2Nhc+/v06ZNv+QBPy1m0f+LECYeSAABQNOQsms1Z+Oi0P/3pT+aDDz4wkvTwww/bL7/8stgXzEpSVFSUOX36dK79TzzxhGML4tBpFgBQ3BnjtfrGPLHWatCgQWbz5s2SpBo1amj9+vXFumB29+7d2rp1a679AwYM8H6Yq7hw4ULBfEPdhBMnTigjI8PpGIVezs+azMxMh5IAAAAAAADkDzrNAgAAAAAAr0hLS9PFixeztv/X6bHQGDlypDlw4EDWtp+fn+bPn2/r1avnYCrPiIqKMsnJyerdu7fNWfCQ09y5c3NNtKpYsaK6dOlSqH6eKN4CAwOzbV9Z0A8AAPIuZwFqWlqakVQgxoezZ882b7zxhpGkzp07288///y6Y97iYurUqbn23XvvvWrUqJEDaS7J2eGKolkAQFGXs9tjenp6rrFVQTBq1CgzZ84cI0k1a9ZUTEyMuyhcF70ZU6dOzXWdNDg4WB06dCgQ42BJmjt3rnvmzJnm9OnTSk5Ozpdz7Ny5M6uYumnTpmrZsmW+PP9SpUopMDBQjz76qC1RgimPNyvnQkcBAQEOJQEAAAAAAMgfXEECAAAAAABekZKSkm27bNmyDiXJu+XLl5sPP/wwaxKUj4+PZs2aZdu1a1dgJkDdjK+++kqS1LNnz2vez1qryMjIXJPBwsPDbc4JfkBBVqZMmWzbOT+fAABA3pQrVy7bdkJCgkNJslu9erUZOHCgsdaqa9eudsGCBYxb/+fkyZNasWJFrrF9//79Hf2Oc+bMmWzbTN4HABR1ORfzyNl1vSCYPHmyeeutt7IKZlevXu2uW7eu07EclZGRodmzZ+caS/Xr18/6+Pg4Eeln1axZU6+88kq+ju/eeustbd682UhSp06d7Pjx44vENfOi7meKZvm5AQAAAACAIsXldAAAAAAAAFA85CxK8/PzcyhJ3hw+fFj9+vUz1l6aM+Lj46OPP/7YPvbYY0VmEsmuXbtMhQoVFBoaes3n9PXXX2v//v259g8YMKDIvBYoHnJ+/uTsaAYAAPKmSpUq2bbj4uIcSvL/du3apR49epj09HT17NnTfvHFFxTMXmHGjBnm4sWL2faVKlVKvXv3dnRsHx8fn634pEKFCk5FAQDAKwp60eySJUvMs88+aySpVq1aWrNmTbEvmJWkpUuXmhMnTuTa//jjj3OdFIVCzs8aFqsBAAAAAABFDZ1mAQAAAACAVxTGotmkpCR169bNdXnSv4+Pj6ZNm2aL2uSnefPmudPT01W6dOlr3m/atGm5uic0btxYLVq0yLdsQH4oUaKEfHx8lJmZKUm6cOGCkVSkfq8BAPCmoKCgbNvx8fEOJbnkyJEjevjhh12JiYnq3bu3nTVrli1R4ub+t2hcXJzOnz+vOnXqeCilsyIjI3ON7cPCwmz58uWdiJMlZ8F1jRo1HEoCAIB3FOSi2S1btqhPnz4mIyNDtWvX1urVq921a9d2OlaBMHXq1Fz7WrZsqSZNmjiQBsi7nJ81/v7+DiUBAAAAAADIHxTNAgAAAAAAryhsRbPWWg0aNMjs2rVL0qWC2enTp9t+/foVucK6XzLxPzk5WZ999lmuifUFscustVavvvqqmTt3rklISHA6zk0pU6aMOnXqZN977z2bcxIlbo6fn59SU1MlKeu/AADgxgQHB1tJWWPF06dPO5YlMTFRoaGhrmPHjnmsYFaSBg8ebHbs2GEOHz7s9kBMR33zzTe6/D3nSgMGDLjm4y5evKgHH3zQFRoaal9++eV8+R6Qs+C6evXqBe77BgAAnpSzu+O5c+ccSpLdwYMHFRoa6kpOTlbDhg0VExPjrl69utOxCoT4+HgtW7Ys13XS/v37M25BoXH27Nls23SaBQAAAAAARQ1FswAAAAAAwCtyFqX5+vo6lOSXGTdunJk/f76RLmWdNWuW7dWrV7Gd+LRgwQKTc9Kej4+PIiIiCtxrsmfPHv31r3/NNXGtMEpISNCUKVPMo48+qs6dOxe417owK1myJEWzAAB4SJ06dbJ1cT9+/LgjOdLS0tStWzfXrl271LdvXztjxgzr4+PjkWPv2bPHNGjQoEiMx6ZNm5ZrrFy9enW1b9/+ms9vyZIl5t///rdatGiRb9mOHTuWbZtOswCAoq5KlSrZtuPi4owkR8cccXFx6ty5s+vkyZMKCQlRTEyMOzg42MlIBUpkZKTJ2aXTz89Pffr0KRJjRRQPZ86cybZdpkwZh5IAAAAAAADkD5fTAQAAAAAAQPHgchWeyxBz5841b7zxRlbB7KefflqsC2YlaerUqbn2dezY0d56660OpLm2KlWqqGzZsk7H8JgSJUqoRo0axfr9lx8uF/VIl15jAABw4/z8/LIVNx45csTrC5hYazV48GCzbt069ejRw37yySceK5hNS0vTwYMHFRIS4pHjOenChQuaO3durp9PRETEdV+vOXPmSJLat2+fP+F0qavdZf7+/hTNAgCKvKCgoGzbObuue1tqaqq6d+/u2rdvnxo1akTB7M+YPn16rrFU9+7dbWBgoBNxgBsSHx+f9T4uV64cnWYBAAAAAECRw2wwAAAAAADgFaVKlcq2nZaW5lCSa1u3bp369+9v3G63/Pz8NHfuXBsWFlasCxYPHz6s9evX55oMNmDAAAfSXF9gYKBiY2PdS5cuNcePH5fb7XY60g0LCgrSQw89ZJs0aeJ0lCLnys8gf39/B5MAAFA01K9f3x4+fNhI2QsfveXFF180s2bNMqGhoXbu3LnWk4ti7NmzRxkZGUWiaHbp0qUmISEh1/6+ffte8ztPamqqli5dagICAvTQQw/l2/ejy+8hSQoJCSlUiy8BAHAjchbNxsXFOZTk0gJj4eHhZuPGjbrjjju0cuVKd85OuDdi0KBB5uLFi4qMjCz011i3bdumHTt25Nrfv3//az4uMzNT//znP03Xrl3tbbfdll/xgF/sys+agrgwJgAAAAAAwM2iaBYAAAAAAHhFzqLZ9PR0h5Jc3XfffaewsDBXWlqa/Pz8NG/ePNu9e/dCP5nrZk2bNs3kLDwtV66cQkNDC+xrU79+ff3ud78rsPngLGutLl68mLXt7+/PewUAgJt05513auXKlZKkkydPKjk52Wvdij788EPz9ttvm/bt29t58+ZZX19fjx7/3//+t5GkRo0a3fAx4uPjlZaWJqc7tV3uFnulRo0aqVmzZtd8XFRUlElKStLjjz9uy5Qpk1/xdPjw4azbISEhjNEAAEVenTp1rKSsRSNOnz7tWJbnnnvOLFq0yPxvXOeuXLmyR44bFRVl8nPRDW+aOnVqroUFq1atqk6dOl3z+UVHR5uRI0eas2fPaty4cUXitUDhduVnTXBwMO9JAAAAAABQ5LA0LwAAAAAA8IqCXjR77NgxdenSxZWQkCA/Pz/Nnz+fglldKi6cOXNmrslg4eHhtnTp0k5EAm7axYsXZe3//3rTaRYAgJvXvHnzbNsHDhzwynk///xz8+yzz5o2bdrYRYsW2ZzfOzxhw4YNkqSGDRvm+fvBN998oxYtWrgqVarkql69uisoKMg1YcKEXONrb7DWavXq1bnOHRERcd3nNXHiRCNJQ4cOzbfvSKdPn9aVXXB/9atf5depAAAoMOrVqydj/v/P85ULSHjTm2++aT744AMTEhKi5cuXe6xgNj4+XqdPn1ZISIhHjuek9PR0zZkzJ9dYqm/fvrZEiWv3rZgxY4Yk6fk09rsAACAASURBVIEHHsifcEAexMfH6/z581nb9evXdzANAAAAAABA/qBoFgAAAAAAeEXOAsu0tDSHkuR2/vx5de3a1XXkyBGVLFlSCxYssN26dSv2BbOStHr1anPw4MFc+wcMGMDrg0Ir5+cPRbMAANy85s2bZxsfbt++Pd8LQzdu3Kh+/fqZe++9V1FRUfmyqMuFCxe0ZMkSU7p0adWoUSNPj/3xxx/Vrl0719atW7P2nTp1SiNGjDAvv/yy1wtnz549q/j4+Fz7O3bseM2xfWxsrNauXav7779f9913X77l27FjR7bX5J577uE7BwCgyPP398/Wif7QoUNezzB79mzzyiuvmIYNG2r16tXuqlWreuzYu3fvlqQiUTS7dOlS83Njqb59+15zzJKamqqlS5caf39/3X///Yxv4LicnzO33XabQ0kAAAAAAADyD0WzAAAAAADAK8qUKZNt++zZsw4lye7ixYvq2bOn2b59u/z9/bV48WL7yCOPMHnpf6ZOnZprX8OGDXX33Xc7kAbwjDNnzmTbDggIcCgJAABFR8OGDXXLLbdkbW/fvj1fz7d3715169bNdccdd2jJkiVuT/89T01N1YEDBzRy5Ehz9uxZNWjQQC5X3v7X6htvvGGSkpJ+9t/eeusts23bNk9E/cXcbneufaVKlbpuR9c//OEPRpJGjx6dr9+TduzYkXW7RIkSatasWX6eDgCAAqNRo0ZZf2MPHTrk1YU11q5dq0GDBpkaNWpo+fLl7mrVqnn0+Fu2bDGSFBISUuivt86ePTvXvpCQkOuOpaKjo01SUpLCwsIsC7ehIMj5OUPRLAAAAAAAKIpKOB0AAAAAAAAUD6VLl9Ytt9yic+fOSZLi4+ONJEcnS1lrNWTIEPPVV18Zf39/LVq0yLZr167QT+DylHPnzumLL77INVFv4MCB1hivN8YCPCZn0eyVBT4AAODG+Pj4qHXr1nbJkiVGyt+i2ZMnT6pLly6u+Ph4BQYGqm3btje1UHBKSkpWJ/rMzEzFx8crZ7Frw4YN8/w94d///vdVB81ut1vvvPOOmT59ute+f1SoUEH+/v5KSUnJ2le9enX5+vpe9THz5883q1atMo8++qjt1KmT14pmmzVrxsImAIBio3nz5lq1apUk6ejRo0pLS1PJkiXz/by7d+9Wjx49XJUrV9bq1avdtWvX9vg5NmzYIOnSAit5df78eb333ntm7dq1MsaoRYsWeu6552yVKlU8HfO6MjIytGzZslxju4iIiOuOjyZPnixJGjhwYD4kA/Lu4MGD2babNGnC/xMBAAAAAABFDkWzAAAAAADAa6pUqXJl0azDaaTXXnvNfPLJJ6ZMmTKKiopyP/jggzd1vMzMTJ07d05ly5ZViRKF/7LLvHnzzJUT6iXJ5XLpN7/5DZNoUKjFxcVlm+RYo0YNp6IAAFCkdOjQQUuWLJEkxcbGmszMTOvj4+PRc6SkpCgsLMx1eaL3vn37PHr8qwkJCcnzY6733JcsWWLcbrfNawfbG+VyufTAAw/Y6OjorLFQ+fLlr3r/H374QU899ZSpUKGCJk6cmO/fATZv3pyVq0OHDnznAAAUG1d2Ks3MzNR3332X7x3Xjx49qs6dO7tKly6tmJgYd926dT1+jrS0NK1du9ZUq1YtzwuWJSQkqFWrVq69e/dm7Vu+fLmmTp1qVqxY4b799ts9HfeaDhw4kGtRFUkKCwu75phlz549Wr58ubnrrrvEYo0oKK5crKZ27dqqWrWqg2kAAAAAAADyh3f+DywAAAAAAICk4ODgrNtxcXEOJpGmTJli/vznP5uAgAAtXrzY3mzBrCStXLnSVKxY0bVz504PJHTe9OnTc3VPaNeunb1egWFkZKQJDw83GRkZ+ZYNuBk5P39uvfVWh5IAAFC0tG3bNqsQ4Ny5cx7vNpuZmamIiAizadMmjx73l7iRotmWLVteszAiLi5Ohw8fvtFIN2TYsGHZto8dO/az9zt06JA6d+7sOnfunKZNm2bzeyL9iRMnshVAd+zYkaISAECx0bx582x/97Zv337VbvWecO7cOXXp0sWVlpamlStXuhs0aJAv55k9e7ZJSEi4oS6zY8aMMVcWzF527Ngx9enTx3Xx4kVPRPzFEhMTc+0rX7687rjjjms+buzYscZaq1GjRllj8vXHigImPT091z5vv2+vZufOnVlvxrvvvptxNwAAAAAAKJIKf8sTAAAAAABQaNStW9euW7fOSFJSUpKSkpJUpkwZr+dYsmSJefrpp03ZsmUVHR3tvvfeez1y3O+//16SVK1aNY8cz0n79u3Txo0bc+0fMGDANR9nrdUf//hHc/z4cWVmZtqi0HEXRc/Jkyezbd96661MDgMAwAOaNGmi6tWr6+jRo5KkNWvWmF/96lce+zs7b948s2jRIkeqDUJCQvL8PF555RX72WefmfPnz+f6Nx8fH2VmZurAgQOmbt26XhuLdO3a1fbp00dz5841knT8+HGtWrXKXO58dvHiRc2cOdOMHDnSnD17VlOmTLHdu3fP93xr167N+rmWLVtWrVq1yu9TAgBQYDRo0CDbGMrTC49cKT09XT169DA7d+5U37597aJFi8yiRYtu+rhnzpyRdKkg98SJE/rvf/9rtm3bJklq2LBhnscSn3322VXHfLt379Znn31mIiIivDaGqlixYq59jRs3lst19X4VGzdu1Jw5c8w999yjXr16ce2pmImLi8v1Hj579qwTUbJJS0vLtljNPffc42AaAAAAAACA/MOsRQAAAAAA4DX169fPtn348GE1adLEqxm+/fZbhYeHGz8/Py1atMh6qmBWkr777jv5+fmpSpUqHjumU6ZNm2aszT6Xq2zZsgoLC7vmBK/Nmzfrhx9+UPv27W3JkiXzNSNwo3744Yds2zfS8QQAAORmjFHPnj3tu+++ayRp9erVeuGFFzx2/LS0NI8dK69uZLxQv359xcTEuH/729+6vv32W0lSqVKl9PTTT9uaNWtqxIgRJiEhwdNRr2vatGlWUlbhbJcuXUzbtm0lSVu3bjVxcXGqVq2alixZYjt16uSVAo+YmJis2127drV+fn7eOC0AAAXGgw8+aGfPnm0kKTY21kjy+N9ga62GDBliYmJijHSpE+zs2bM9fZpcGjVqlKf7Z2Zm6tSpU9e8z5w5cxQREXEzsfKkbt26qlixYlZxsCRVqVLlqj+jxMREDRgwwOXr66spU6a4r1Vci6Ln7Nmzua4/Spc6vN51112OFlDv2rUrW8fby4vnAAAAAAAAFDUUzQIAAAAAAK/JWTR76NAh06RJE69Nyjh48KC6du3qysjI0OLFi22bNm08eu7vv//e1K9fXz4+Pp48rNdZazVnzpxcK+F3797d+vv7X/Ox8+fPN5LUtWvXfEoH3LxDhw5l3a5cubIqVarkYBoAAIqWPn36ZBXNxsTEmOTkZBsQEOCRY4eGhtqtW7d6fVK3MUbly5e/ocf++te/1tatW90nTpzQuXPnVLduXZUoUUJTp041kpSamurRrL9E6dKl9emnn9qBAwdq8uTJ2rBhg4mOjjb+/v5q0qSJXnrpJfvb3/7WlilTxit5rLVaunRp1vePvn37euW8AAAUJO3bt9flAtYtW7YoNTVVpUuX9ug5XnnlFTNjxoyrdnDNL3ldfMTHx0cNGjTQnj17rnqfdevWGWutNcY7T8fHx0ePPfaYnTx5ctYJk5KSfva+Fy5cUHh4uNm/f7/Gjx9vb7/9dq9khPMyMjK0adMmvfTSS66fe3+MGDHC+Pj4KCwszGPfkfJq7dq1We/hqlWren1RUwAAAAAAAG+haBYAAAAAAHjNHXfcYSVlTcq4snAtv8XHx6tLly6uhIQELViwwLZv396jk+0vXryo2NhYdejQodCvzL5x40YdOXIk1/7rTV53u91asGCBKVGihCIiIgr964Ci6/Dhw1mfQ3ntdgIAAK6tVatWqlWrlo4cOaLU1FStXLnSdO/e3SNjw8DAQAUGBnriUF5XtWpVVa1aNWs7MTFRkjxeDJMXnTp1sp06dZIk63a75VQHtNjYWP3000+SpPLly6tjx458lwAAFDv/6/ZoJCktLU2bN282nlzwb968eebNN9/0esGsJDVs2DDPz+PJJ5+0L7744lXzJiYm6vjx4woODr65cHkwevRoO3/+fJOQkCBJ2rVrl0lNTbVXjucOHz6sxx9/3LVhwwYNHjzYjhw5knFNETNs2DBz8uRJSVJ6erqSkpKUmJhokpKS9N///lcpKSlXfeyZM2fUr18/4+PjY2rWrKmKFSuqTJky8vf3z1ZE+/rrr9s77rgjX/KvWbMm63bHjh29VngOAAAAAADgbRTNAgAAAAAArwkJCVFAQICSk5MlSfv27fPKeVNTU9WtWzfXwYMHNX/+fPvII494fLLStm3blJKSkufOCZKUmZmpt956y0yZMsUcOnRI1atXV3h4uH3jjTccWXE+Ojo610yZypUrX7cgeMmSJebIkSMKCwuzQUFB+RcQuAmZmZnZCvabNm3K5EUAADzIGKPevXvbv/3tb0aSvvzyS3Xv3t3pWAXOuXPnJEnlypVzOMklThXMStKiRYuyvn889thjtmTJko5lAQDAKTVr1rzcoV6StHbtWrVp08Zjx9+9e7fHjpUXvr6+qlOnTp4fN3z4cLtr1y598skn2a5TNm3aVNWqVbPR0dHG20WzNWrU0Ny5c+2jjz5qkpKSdPLkSfXs2dM8+eSTSk5O1urVqzVv3jyTkpKiF1980Y4fP56CxCIoOjra/PDDDzd1jMvXJ6+4RpntjTJ06NDLC5B6lNvt1tdff511rtDQUE+fAgAAAAAAoMCgaBYAAAAAAHiNj4+PmjZtqo0bN0q6tBq/pHwtWHO73erXr5/ZvHmzIiMjrae6XOX05ZdfGunGulb+7ne/M5MmTcqarPLTTz/p73//u9mwYYNZs2aN29uTxvfu3ZtrX4cOHWyJEte+lDRhwgRJ0qhRoyhCRIF14MCBbB0fWrVq5WAaAACKpmeffda+/fbbJjMzU59//rmZOHGi9ff3dzpWgXL06FFJUs2aNYv92Hnu3LlZ34V++9vfFvvXAwBQfPXq1ctu3brVSJcK88aMGeOxv4utW7fWH/7wB6//na1QoYJ8fX3z/DgfHx9Nnz7dDh061MbExJiMjAw1adJEoaGhdty4cSY6OjprYUZv6tChg928ebN94YUXzIoVK8yyZcvMsmXLsv79vvvu09ixY90PPfSQ17PBO4YOHWrj4uKytitWrJjt3wMCAuTn53fNY5w9e1bW/v+vY3JystLS0rK2a9eunS+/q5s2bdLlTslly5ZV165dGXsDAAAAAIAii6JZAAAAAADgVc2bN7cbN240krRjxw5Za5WfK+4PHz7cfPnll+aTTz6xERER+TIJZOfOnZoyZYqRpIYNG+bpHP/5z3/04Ycf/uwLsGnTJo0bN86MHTvWq5NX0tPTc+1r3br1NR+zatUqExMTY9q2bWvvvvvu/IqGQuLnJi2mpqY6kCS3HTt2ZPt9u/vuu5kcBgCAh9WqVUtdunSxixcvNufOndPChQtNfo3FC6vvvvvOlC5dWvXq1XM6iqO+/vrrrEV7WrVqpV/96lcOJwIAwDnh4eF21KhRxlqrb775RsePH1e1atU8cuz27dvb9u3be+RY3tSqVSu1atUq2zjywoULki4V1jqhcePGWrZsmT158qT95ptvzKlTpxQYGKhmzZrZWrVqOZIJ3jNy5MhC+71m0aJFWddFu3XrZkuXLu1kHAAAAAAAgHxF0SwAAAAAAPCqhx56SO+//74kKTExUYcOHVLdunXz5Vz/+Mc/zHvvvWeqVaumhQsXauHChTdcnXvu3DllZmZKktLT001ycrLi4uIUFxeXrWtlSEhIno67evVq43a7r/rvkyZNMq+88opXJ7BUrVo1175rTeZPT0/X73//e+Pn56d33nmn0E4agufEx8fn+l273MXAaTt27Mi6XaVKlXz7/AEAoLgbNmyYFi9eLEmaNm2aIiIiHE5UcFy4cEGxsbFq2bKlLVmypNNxHDVt2jS6zAIA8D81a9ZUy5YttXnzZrndbkVFRZkhQ4bw9zGHxMRESZc6ejopKChIoaGh/HxQaERFRWWNvcPDw52MAgAAAAAAkO8omgUAAAAAAF710EMPWR8fH3O5AHXr1q2mbt26Hp9cNG/ePPOHP/zBSNLx48f12Wef5V872/+pUKGCKleunKfHpKWlXfPfz5w5o3Xr1plOnTp5bQJW69at9dFHH2XbFxgYeNXzjxgxwuzevVuvvfaabdKkSb7nQ8G3YMGCXPu2bNli4uLibKVKlRxIlC1H1u127drZ/Ox0DQBAcdahQwfbuHFj891332nlypVmz549tlGjRk7HKhA2bNhgUlNT1bp1a6ejOCohIUGffvqpkS4VCYWHh1N0AgAo9p566im7efNmI0nz5s3TkCFDnI5U4MTFxUmSgoODHU4CSbry2hrX2Qqu7777Trt375Yk1ahRQw8//DBjbwAAAAAAUKS5nA4AAAAAAACKlwoVKuiuu+7K2l67dq3Hz7Fu3Tr179//mh1c80Neu8xKUvPmza97n6+//vpG4tywsLAwW6VKlWz7Tp069bMznt58800zadIkc99992n06NFMtCmG3G63EhISdPDgQX3++eemW7duJjIyMtf75ezZs2rVqpVr0qRJZseOHUpISFB6erpXs2ZkZGjTpk1Z2Tp16uTV8wMAUJwYY/T6669bSbLWasKECcyg/585c+ZIkjp37lysx88fffSRSU5OliS99tpr1s/Pz+FEAAA4LyIiwgYGBkqSYmJizH//+1+HExU8+/fvN+XKlcvz4oXIH+XKlfvZ2yhYpk2blvV97KmnnrIlStBrBQAAAAAAFG0UzQIAAAAAAK/r2LFj1uTwdevWeXzyfM+ePV0XLlzw9GGvq0GDBnme9N6mTRvbqlWra95n//79N5zpRgQEBOjtt9/O9lyioqKy3ef06dPq16+fefnll03Tpk315ZdfupnkXvQtXrzY1KtXz1WvXj1XlSpVXAEBAS4fHx9XxYoVXfXq1XP17NnTLF68+Kq/0wcOHNCzzz5r7rrrLlfFihVdJUuWdPn6+roqVqzoqlOnTtYx8iv/1q1bdf78eUmXCnk6dOhQrAtVAADIb7169bJNmzaVJEVGRprjx487nMh558+f14IFC0zjxo117733Oh3HMRcuXND7779vJKlOnTrq378/4zIAACSVLl1agwYNstKlhcpmzpzJwiNXSE5O1p49e9SqVStLV9OCoXPnzrZixYoKCAhQt27dGNMVQJmZmZo9e7aRJF9fXw0ePJifEwAAAAAAKPIomgUAAAAAAF7Xq1evrEkZu3fv1unTpz16/MTERI8e75dq1KhRnh/jcrm0cOFCd87ivVtvvVVRUVHWGKO4uDiPZfylfvOb39i///3v1uW6dPlo0qRJ5pFHHjHDhw83oaGhpmbNmq5Zs2aZbt262dWrV7srVark9YzwvqSkJB08eFAHDx7U6dOnlZKSctPHzMjIUEJCgg4fPqyDBw/q+PHj+Tbjcc2aNVnHvvvuuxUcHJxfpwIAALo01h07dqyVpJSUFI0ZM6bYVzZMmjTJJCYmFvuJ6h999JE5evSoJGns2LHW19fX4UQAABQczzzzjPXx8ZEk/etf/zKZmZkOJyo4NmzYYC5evKgHHnjA6Sj4nxo1aujYsWPu06dPu2+//Xan4+BnLFq0yBw7dkyS1KdPH1utWjWHEwEAAAAAAOQ/Y63lyioAAAAAAPC6hg0bui53UJ0+fbr1ZGehBQsWGLfb7anD/WItWrSwtWvXvuHHHzx4UPv27TPVqlWzjRs3lq+vr3x9fV333HOP1q9f7/0nJCk2NlZ//vOfzfLly01ycrKkS6vRP/DAA3b48OF65JF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- "text/plain": [ - "" - ] - }, - "execution_count": 13, - "metadata": { - "image/png": { - "width": 1000 - } - }, - "output_type": "execute_result" - } - ], - "source": [ - "from IPython.display import Image\n", - "Image(filename=os.path.join(ROOT_DIR, 'qDNA', 'data', 'figures', 'doc_paper','Fig_1.png'), width=1000)" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "689d1a67", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "" - ] - }, - "execution_count": 31, - "metadata": { - "image/png": { - "width": 600 - } - }, - "output_type": "execute_result" - } - ], - "source": [ - "from IPython.display import Image\n", - "Image(filename=os.path.join(ROOT_DIR, 'qDNA', 'data', 'figures', 'doc_paper','Fig_2.png'), width=600)" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "93d0879d-9fce-465f-87aa-0cd256f19f4c", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import numpy as np\n", - "from qDNA.tools import save_figure\n", - "from qDNA import my_load\n", - "\n", - "# parameters\n", - "dipole_dict = my_load('dipole_7bp_J0', directory = DATA_DIR)\n", - "lifetime_dict = my_load('lifetime_7bp_J0', directory = DATA_DIR) \n", - "# the lifetimes are usually given in femtoseconds \n", - "top_num = 30\n", - "\n", - "dna_seqs_lifetime = list(lifetime_dict.keys())[:top_num]\n", - "lifetimes = np.array(list(lifetime_dict.values()))[:top_num]/1000\n", - "dna_seqs_dipole = list(dipole_dict.keys())[:top_num]\n", - "dipoles = list(dipole_dict.values())[:top_num]\n", - "\n", - "# plotting\n", - "fig, ax = plt.subplots(1, 2, figsize= (15,5) )\n", - "\n", - "ax[0].plot(dna_seqs_lifetime, lifetimes, 'o--')\n", - "ax[0].set_ylabel(r'Exciton lifetime [ps]')\n", - "ax[0].set_xticks(dna_seqs_lifetime)\n", - "ax[0].set_xticklabels(labels = dna_seqs_lifetime, rotation=90)\n", - "\n", - "ax[1].plot(dna_seqs_dipole, dipoles, 'o--')\n", - "ax[1].set_ylabel(r'Average charge separation [$\\AA$]') \n", - "ax[1].set_xticks(dna_seqs_dipole)\n", - "ax[1].set_xticklabels(labels = dna_seqs_dipole, rotation=90)\n", - "\n", - "if save:\n", - " save_figure(fig, 'Fig_3', SAVE_DIR)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "2c638d79-f1f3-4d0f-bf2a-2d0391d35b29", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import numpy as np\n", - "from qDNA.tools import save_figure, sorted_dict\n", - "from qDNA import my_load\n", - "\n", - "# parameters\n", - "lifetime_dict = sorted_dict( my_load('lifetime_7bp_J0', directory = DATA_DIR) )\n", - "top_num = 30\n", - "\n", - "dna_seqs = list(lifetime_dict.keys())[:top_num]\n", - "lifetimes = np.array(list(lifetime_dict.values()))[:top_num]/1000\n", - "\n", - "# plotting\n", - "fig, ax = plt.subplots()\n", - "ax.plot(dna_seqs, lifetimes, 'o--')\n", - "ax.set_ylabel(r'Exciton lifetime [ps]')\n", - "ax.set_xticks(dna_seqs)\n", - "ax.set_xticklabels(labels = dna_seqs, rotation=90)\n", - "\n", - "if save:\n", - " save_figure(fig, 'Fig_3a', SAVE_DIR, format='pdf')" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "f0250cc8-4232-48fa-9ca4-ec6470e6adbd", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import numpy as np\n", - "\n", - "from qDNA.tools import save_figure, sorted_dict\n", - "from qDNA import my_load\n", - "\n", - "# parameters\n", - "dipole_dict = sorted_dict( my_load('dipole_7bp_J0', directory = DATA_DIR) )\n", - "top_num = 30\n", - "\n", - "dna_seqs = list(dipole_dict.keys())[:top_num]\n", - "dipoles = list(dipole_dict.values())[:top_num]\n", - "\n", - "# plotting\n", - "fig, ax = plt.subplots()\n", - "ax.plot(dna_seqs, dipoles, 'o--')\n", - "ax.set_ylabel(r'Average charge separation [$\\AA$]') \n", - "ax.set_xticks(dna_seqs)\n", - "ax.set_xticklabels(labels = dna_seqs, rotation=90)\n", - "\n", - "if save:\n", - " save_figure(fig, 'Fig_3b', SAVE_DIR, format='pdf')" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "36ee0704-02b0-4bbc-96c3-777bb9b6df90", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from qDNA.tools import save_figure\n", - "from qDNA import my_load, plot_dna_base_frequency\n", - "\n", - "# dipole_dict = my_load('dipole_7bp_J0', directory = ROOT_DIR+'/docs/data/')\n", - "lifetime_dict = my_load('lifetime_7bp_J0', directory = DATA_DIR)\n", - "\n", - "# plotting\n", - "plot_dna_base_frequency(lifetime_dict)\n", - "\n", - "if save:\n", - " save_figure(fig, 'Fig_4', SAVE_DIR, format='pdf')" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "5b75e09e-9b46-4a4e-a4fe-6df3157fec17", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Successfully checked all inputs for the TB_Ham instance.\n", - "Successfully checked all inputs of the TB_Model instance.\n", - "Successfully initialized the TB_Model instance.\n", - "Successfully initialized the TB_Ham instance.\n" - ] - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "from qDNA.tools import save_figure\n", - "from qDNA import DNA_Seq, TB_Ham, plot_average_pop\n", - "\n", - "# parameters\n", - "kwargs = dict(source = 'Simserides2014')\n", - "upper_strand, tb_model_name= 'GCGCGC', 'WM'\n", - "J_list, J_unit = np.linspace(0, 100, 100), 'meV'\n", - "\n", - "dna_seq = DNA_Seq(upper_strand, tb_model_name)\n", - "tb_ham = TB_Ham(dna_seq, **kwargs)\n", - "\n", - "# plotting\n", - "fig, ax = plt.subplots(1, 3, figsize=(15, 5))\n", - "plot_average_pop(ax, tb_ham, J_list, J_unit)\n", - "\n", - "if save:\n", - " save_figure(fig, 'Fig_5a', SAVE_DIR, format='pdf')" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "c5b83bf0-90b2-4fd5-a220-a89e3e71f1d9", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Successfully checked all inputs for the TB_Ham instance.\n", - "Successfully checked all inputs of the TB_Model instance.\n", - "Successfully initialized the TB_Model instance.\n", - "Successfully initialized the TB_Ham instance.\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "from qDNA.tools import save_figure\n", - "from qDNA import DNA_Seq, TB_Ham, plot_average_pop\n", - "\n", - "# parameters\n", - "kwargs = dict(source = 'Simserides2014')\n", - "upper_strand, tb_model_name= 'GCGCG', 'WM'\n", - "J_list, J_unit = np.linspace(0, 100, 100), 'meV'\n", - "\n", - "dna_seq = DNA_Seq(upper_strand, tb_model_name)\n", - "tb_ham = TB_Ham(dna_seq, **kwargs)\n", - "\n", - "# plotting\n", - "fig, ax = plt.subplots(1, 3, figsize=(15, 5))\n", - "plot_average_pop(ax, tb_ham, J_list, J_unit)\n", - "\n", - "if save: \n", - " save_figure(fig, 'Fig_5b', SAVE_DIR, format='pdf')" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "0f5f9b2f-3889-4bfa-8fd5-00c49e08d915", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from qDNA.tools import my_load, save_figure\n", - "\n", - "# parameters\n", - "top_num = 30\n", - "\n", - "# plotting\n", - "fig, ax = plt.subplots(1, 3, figsize= (15,5) )\n", - "\n", - "for i, J in enumerate([0,0.5,1]):\n", - " lifetime_dict = my_load(f'lifetime_7bp_J{J}', directory = DATA_DIR) \n", - " dna_seqs_lifetime = list(lifetime_dict.keys())[:top_num]\n", - " lifetimes = np.array(list(lifetime_dict.values()))[:top_num]/1000\n", - "\n", - " ax[i].plot(dna_seqs_lifetime, lifetimes, 'o--')\n", - " ax[i].set_xticks(dna_seqs_lifetime)\n", - " ax[i].set_xticklabels(labels = dna_seqs_lifetime, rotation=90)\n", - " fig.text(0.25*(i+1),0.5, f'J = {J}meV', fontsize=15)\n", - "\n", - "ax[0].set_ylabel(r'Exciton lifetime [ps]')\n", - "\n", - "if save:\n", - " save_figure(fig, 'Fig_6', SAVE_DIR, format='pdf')" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "62a0b8bf-19bf-4041-920a-48de33f487e9", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\Users\\Dennis Herb\\anaconda3\\envs\\qDNA\\Lib\\site-packages\\numpy\\lib\\function_base.py:2889: RuntimeWarning: Degrees of freedom <= 0 for slice\n", - " c = cov(x, y, rowvar, dtype=dtype)\n", - "c:\\Users\\Dennis Herb\\anaconda3\\envs\\qDNA\\Lib\\site-packages\\numpy\\lib\\function_base.py:2748: RuntimeWarning: divide by zero encountered in divide\n", - " c *= np.true_divide(1, fact)\n", - "c:\\Users\\Dennis Herb\\anaconda3\\envs\\qDNA\\Lib\\site-packages\\numpy\\lib\\function_base.py:2748: RuntimeWarning: invalid value encountered in multiply\n", - " c *= np.true_divide(1, fact)\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from qDNA.tools import get_sorted_dict, save_figure\n", - "\n", - "directory = DATA_DIR\n", - "dominant_filename = 'lifetime_7bp_J0'\n", - "\n", - "num_sequences = 101\n", - "\n", - "fig, ax = plt.subplots(1,2, figsize=(15,5))\n", - "for J1, J2 in [[0,0.5],[0,1],[0.5,1]]:\n", - " filename1, filename2 = f'lifetime_7bp_J{J1}', f'lifetime_7bp_J{J2}'\n", - " A = get_sorted_dict(dominant_filename, filename1, directory)\n", - " B = get_sorted_dict(dominant_filename, filename2, directory)\n", - " corr_list=[]\n", - " for x in range(1,num_sequences):\n", - " corr_list.append( np.corrcoef(list(B.values())[:x],list(A.values())[:x])[0, 1] )\n", - " ax[0].plot(corr_list[:num_sequences])\n", - " ax[1].plot(corr_list[:num_sequences])\n", - "\n", - "ax[1].legend(['J = 0 meV and J = 50 meV','J = 0 meV and J = 100 meV','J = 50 meV and J = 100 meV'],fontsize=12)\n", - "ax[0].set_ylabel('Exciton lifetime correlation')\n", - "ax[0].set_xlabel('Number of sequences')\n", - "ax[1].set_xlabel('Number of sequences')\n", - "\n", - "if save:\n", - " save_figure(fig, 'Fig_7', SAVE_DIR, format='pdf')" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "be1909e4-852f-475d-ac78-a38150e0ab36", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from qDNA.tools import save_figure, my_load\n", - "from qDNA import plot_dna_base_frequency\n", - "\n", - "# dipole_dict = my_load('dipole_7bp_J0', directory = DATA_DIR)\n", - "lifetime_dict = my_load('lifetime_7bp_J0.5', directory = DATA_DIR)\n", - "\n", - "# plotting\n", - "plot_dna_base_frequency(lifetime_dict)\n", - "\n", - "if save:\n", - " save_figure(fig, 'Fig_8a', SAVE_DIR, format='pdf')" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "21cc2cfc-4954-476b-8c21-213295eb6cd7", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from qDNA.tools import save_figure, my_load\n", - "from qDNA import plot_dna_base_frequency\n", - "\n", - "# dipole_dict = my_load('dipole_7bp_J0', directory = DATA_DIR)\n", - "lifetime_dict = my_load('lifetime_7bp_J1', directory = DATA_DIR)\n", - "plot_dna_base_frequency(lifetime_dict)\n", - "\n", - "if save:\n", - " save_figure(fig, 'Fig_8b', SAVE_DIR, format='pdf')" - ] - }, - { - "cell_type": "markdown", - "id": "91130f86-5d4c-4e1b-bd0d-fabd49531cb5", - "metadata": {}, - "source": [ - "# Supplementary" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "12fc76ce-e854-4b17-97ce-1413dcd6fad5", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from qDNA.tools import my_load, save_figure\n", - "import numpy as np\n", - "\n", - "top_num = 30\n", - "\n", - "fig, ax = plt.subplots(2, 3, figsize= (15,10) )\n", - "\n", - "for i, J in enumerate([0,0.5,1]):\n", - " dipole_dict = my_load(f'dipole_7bp_J{J}', directory = DATA_DIR)\n", - " lifetime_dict = my_load(f'lifetime_7bp_J{J}', directory = DATA_DIR) \n", - " dna_seqs_lifetime = list(lifetime_dict.keys())[:top_num]\n", - " lifetimes = np.array(list(lifetime_dict.values()))[:top_num]/1000\n", - " dna_seqs_dipole = list(dipole_dict.keys())[:top_num]\n", - " dipoles = list(dipole_dict.values())[:top_num]\n", - "\n", - " ax[0,i].plot(dna_seqs_lifetime, lifetimes, 'o--')\n", - " ax[0,i].set_xticks(dna_seqs_lifetime)\n", - " ax[0,i].set_xticklabels(labels = dna_seqs_lifetime, rotation=90)\n", - " ax[1,i].plot(dna_seqs_dipole, dipoles, 'o--')\n", - " ax[1,i].set_xticks(dna_seqs_dipole)\n", - " ax[1,i].set_xticklabels(labels = dna_seqs_dipole, rotation=90)\n", - " fig.text(0.25*(i+1),0.75, f'J = {J}meV', fontsize=15)\n", - " fig.text(0.25*(i+1),0.25, f'J = {J}meV', fontsize=15)\n", - "\n", - "ax[0,0].set_ylabel(r'Exciton lifetime [ps]')\n", - "ax[1,0].set_ylabel(r'Average charge separation [$\\AA$]')\n", - "\n", - "if save:\n", - " save_figure(fig, 'Fig_S1', SAVE_DIR, format='pdf')" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "b7948c03-dc13-42af-809f-0137877d2daa", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from qDNA.tools import my_load, save_figure\n", - "import numpy as np\n", - "\n", - "fig, ax = plt.subplots(1, 2, figsize= (10,5) )\n", - "\n", - "for J in [0,0.5,1]:\n", - " dipole_dict = my_load(f'dipole_7bp_J{J}', directory = DATA_DIR)\n", - " lifetime_dict = my_load(f'lifetime_7bp_J{J}', directory = DATA_DIR) \n", - " ax[0].plot( np.array( list(lifetime_dict.values())[::-1] )/1000 )\n", - " ax[1].plot( list(dipole_dict.values())[::-1] )\n", - "\n", - "ax[0].set_ylabel(r'Exciton lifetime [ps]')\n", - "ax[1].set_ylabel(r'Average charge separation [$\\AA$]') \n", - "\n", - "if save:\n", - " save_figure(fig, 'Fig_S2', SAVE_DIR, format='pdf')" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "id": "664ce708-0317-404c-a49a-22f471288dc5", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Successfully checked all inputs for the TB_Ham instance.\n", - "Successfully checked all inputs of the TB_Model instance.\n", - "Successfully initialized the TB_Model instance.\n", - "Successfully initialized the TB_Ham instance.\n" - ] - }, - { - "data": { - "image/png": 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YO5y+O308ERGNLUPVauLwevfHP/4xzj333H7td6Qfe4iIKN5g3+e8/fbb8Hq9sdfr1q3DTTfdlLBWdkdrpMRJoxuTeETH6PAmz1qtts8BV4/l+O3t7SgoKBhQcsxoNAKI/pLUW3fU4dZ1XQ6HA6FQqM/WeF1doEQi0RFb+BERUWJ1/X3vT/fVri5XRzOh0uH1rlQqHfR6l4iIogbzPmf37t344x//CADQaDTweDzYsGEDnn/+eVx//fXdttfr9RCLxYhEIv0ehmgoHF4/HaleOzzOw8uOaDCxOy3RMTp8PLfNmzcP+vG7xsELBAJx41Icja4BUoPBYL8n1DjcUPzqVFhYCCAaU01NTZ/bVlVVAQAmTpyYFAlIIiLqXdff94aGhtjYdT05/O//0dwYjh8/PjYhxlDUu0REFDVY9zmBQAB33HEH/H4/VCoV3njjjdj4ccuXL8fOnTu77SOTyWL1ycaNG2Nda4fb+PHjYy25u+5JenP4+12xEw02JvGIjlFZWRmysrIAAG+++Sb8fv+gHv/000+PJdFeeumlAR3j1FNPPaZjKBSK2HIgEBhQDN/VNQU7APz73//udbstW7bEplc/fB8iIkpOxx9/PIDoOKZ9/X3/+OOP4Xa74/bpD4lEglNPPRUAsHbtWuzZs+cYoiUiot4M1n3O8uXLYz/a3H333Zg8eTIeffRRqNVqBAIBLF26tMd7jNNPPx1A9EehNWvWDPAqetd1j9PX/Y1UKo3NvLt27Vq0tLT0uu1bb70V22fu3LmDGCnRIUziER0jsViMm266CUB09qI777yzz4rA4/HgH//4R7+Pn5+fHxvv54MPPsALL7zQ5/b19fV4//3349ZNmjQJZ511FgDg008/xd///vde9/d6vd0GGD98kNb6+vp+x96X8vJyTJ06FQDwr3/9C19//XW3bdxuN379618DiJbz4sWLB+XcREQ0dM4880xkZGQAiI6hVFtb222b5uZm/OEPfwAQHavuBz/4wVGd40c/+hEkEgkikQh++tOf9nlTFQ6HsXLlyj63ISKi7gbjPmfDhg2x+5f58+fHZrmdOHEifvnLXwIA6urqYl1tD3fVVVfFJsL49a9/3edM5gP5G991j3Pw4ME+t7vyyisBRFuQ33PPPQgGg922eeutt/DVV18BiM7E21UPEg02jolHNAgWL16MdevWYfXq1Vi1ahV27NiByy+/HOXl5dBqtfB4PNi7dy+++eYbfPbZZ5DL5bjqqqv6ffz77rsP27ZtQ319PX7/+99jzZo1+P73v4/CwkLI5XI4HA7s3LkT//vf/7B+/XqcddZZuOCCC+KO8Zvf/AaVlZUwm8149NFH8b///Q8LFixAfn4+RCIRGhsbsWHDBnz44Yd48skncdxxx8X2LS0thUKhgN/vx5/+9CdIpVLk5OTEZibMzMzsc5al3vzud7/DwoULEQwGceONN+Lqq6/G6aefDpVKhZqaGqxYsSKWNFyyZAnHPSIiGgHkcjl++9vf4uabb4bH48HixYtx/fXX4/jjj4dEIsGWLVuwYsWK2KyHd955J1JTU4/qHMXFxbjzzjvx8MMPY/fu3bjgggtw2WWXYd68eUhPT4ff70djYyMqKyuxatUqWCwWvPfee7EWJURE1D/Hcp/jcrlw1113IRKJID09HQ8++GDcsRcuXIgvv/wSq1evxssvv4zTTz89rmW2yWTCb37zGyxbtgxtbW1YuHAhFi5ciFNOOQUmkwnt7e3YtWsXPvvsM+zbtw+ffvrpUV3bjBkz0NDQgM8++wyvv/46Zs6cGWudp9FoYhN0nHbaaTj33HOxatUqfPXVV7j88stx7bXXIj8/Hy6XCx988EGs5bnBYMDdd9894PImOhIm8YgGgUgkwhNPPIEHH3wQr7/+Og4ePIhHH3201+2P9mbFYDDgtddew+23346NGzfi22+/xbffftvr9ikpKd3Wpaen45///Cf+7//+D3V1dVi/fj3Wr1/fr/NrNBpcffXV+Pvf/47t27djyZIlce+//PLLcUm//iotLcUzzzyD2267DR6PB88//zyef/75bttdeeWV+MUvfnHUxyciosQ47bTT8PDDD+PXv/412tvb8eSTT+LJJ5+M20YikeC2227DFVdcMaBzXHvttVCr1XjooYfgdrvx3HPP4bnnnutxW5lMFjc0BBER9c+x3Ofcf//9aGpqAgA89NBDPd4DPfDAA6isrITFYsGyZcvw3nvvxU0mcfHFF0MQBNx3333w+Xx45ZVX8Morr3Q7Tn9nzj3c9ddfj48//hiBQAC/+c1v4t5bsGABfv/738deP/LIIwiHw1i9ejW2b9+OpUuXdjteRkYGVqxYgczMzKOOhai/mMQjGiQymQz33XcfFi9ejH/961/YsGEDmpub4fV6oVarMW7cOJSVleGUU06Jje9wNEwmE1599VV88cUXeP/991FZWQmr1YpQKAStVouJEydixowZmD9/fmzchu8aP3483n33XaxcuRKrVq3C9u3b4XA4IJFIkJWVhenTp+Pss8/G7Nmzu+17xx13IC8vD++++y52794Nt9uNcDh81NfxXSeddBJWr16Nl156CV9++SXq6+sRCASQnp6OWbNmYdGiRT3GQ0REyW3BggWYM2cOXnrpJaxduxbNzc2IRCLIyMjAvHnzcNVVV6G4uPiYznHZZZdh/vz5eP3117F27Vrs27cPbrcbcrkcGRkZKC4uxgknnICzzz77qH9AIyKiqIHc57z33nuxIX4WL14cG8v0u1JTU/Hwww/jxhtvRGtrK37zm99g+fLlcdssWLAAJ554Il599VX873//Q319Pdrb26HRaDBp0iTMmzcPF1100VFfV2lpKd544w0899xz2Lx5M6xWa6/dhRUKBf7yl7/gs88+wzvvvIPKykrY7Xao1Wrk5eXhzDPPxJVXXtljYwqiwSQSEjXNCxEREREREREREfULJ7YgIiIiIiIiIiJKckziERERERERERERJTkm8YiIiIiIiIiIiJIck3hERERERERERERJjkk8IiIiIiIiIiKiJMckHhERERERERERUZJjEo+IiIiIiIiIiCjJSRMdwFhksbgHtJ9YLEJqagpstnZEIsIgRzXysDy6Y5nEY3nEG83lYTJpEx1CUhloPQOM7s/JQLA84rE84rE84o3m8mA9E4/1zOBhecRjecRjeXQ3Wsukv/UMW+KNIGKxCCKRCGKxKNGhJAWWR3csk3gsj3gsD+oPfk7isTzisTzisTzisTyoP/g5icfyiMfyiMfy6G6slwmTeEREREREREREREmOSTwiIiIiIiIiIqIkxyQeERERERERERFRkmMSj4iIiIiIiIiIKMkxiUdERERERERERJTkmMQjIiIiIiIiIiJKckziERERERERERERJTkm8YiIiIiIiIiIiJIck3hERERERERERERJjkk8IiIiIiIiIiKiJMckHhERERERERERUZIbU0m89vZ2PPnkk7j++usxd+5cFBcX4+233+73/i6XC/feey/mzZuH6dOn4+qrr8b27duHMGIiIhpJWM8QEdFQYj1DRDS2jakknt1ux1//+lfs3bsXxcXFR7VvJBLBj370I7z//vu46qqrsHTpUthsNlx99dXYv3//0ARMREQjCusZIiIaSqxniIjGNmmiAxhOGRkZ+Oqrr2AymVBdXY1LL7203/uuWrUKW7ZswZ/+9Cece+65AIDzzjsP55xzDv785z/jscceG6qwiYhohGA9Q0REQ4n1DBHR2DamknhyuRwmk2lA+3788cdIT0/H2WefHVuXmpqK8847DytXrkQgEIBcLh+sUHvkcjlRV7cNLlcHwuHIkJ5rJJBIxNDpVCyPw7BM4rE84iVzeRQWFkGn0yc6jGM20usZgHXNdyXz/5tEYHnEY3nES+byYD2TPPUMEREN3JhK4h2LmpoaTJkyBWJxfA/kadOm4Y033sC+ffv63aRdLBZBLBYd1fldLicqKsrgdDqOaj8iopFArzdg69bto+IGa6ASXc8ArGuIaPRiPZMc9QwQTfYe/jzWsTzisTzisTy6G+tlwiReP1ksFsyePbvb+oyMDACA2Wzud6WXmpoCkejoKj2xOISj3IWIaOQQCTAYUqDXpyQ6koRJdD0DsK4hotFLEAnQ6VUwGljPfNdw1jOH0+lUx7T/aMPyiMfyiMfy6G6slgmTeP3k8/l6bF7etc7v9/f7WDZb+wB+uZKiqqoGVXt3wOryICIkVxeFRBCLxFCr5fB6AyyPTiyTeCyPeMlcHnn5BYhEpLDb2we0v9E48m/KEl/PAIAUmyqr8XXtVoT84aT7nCRCMv+/SQSWRzyWR7xkLo+cvDyEwhLWMwmvZ5K723UisDzisTzisTy6G61l0t96hkm8flIqlQgEAt3Wd61TKBT9PlYkIiASEY46Bo1Gi5lzZqOhzY5w6Oj3H20kUhH0OjWcLi/LoxPLJB7LI15yl4eAUGj0VMIDkQz1DACkaLQonz0TvvZAEn5Ohl9y/78ZfiyPeCyPeMlcHoFwCKGQAIjHbl2TLPVMl3A4Mubr/sOxPOKxPOKxPLobq2UyNjsRD4DJZILFYum23mw2AzjUDJ2IiGggWM8QEdFQYj1DRDTyMYnXTyUlJdixYwcikfhMb1VVFVQqFSZNmpSgyIiIaDRgPUNEREOJ9QwR0cjHJF4PzGYz9uzZg2AwGFt37rnnwmq14pNPPomts9lsWLVqFU4//XROx05ERP3GeoaIiIYS6xkiotFpzI2J949//AMulyvWbPzzzz9HS0sLAODqq6+GVqvF448/jnfeeQdr1qzBuHHjAADnnHMOpk+fjrvvvhu7d++G0WjEa6+9hnA4jJ/85CcJux4iIkourGeIiGgosZ4hIhq7xlwS7/nnn0djY2Ps9SeffBL7Neqiiy6CVqvtcT+JRIIVK1bgkUcewSuvvAK/349p06bh4YcfRn5+/rDETkREyY/1DBERDSXWM0REY5dIEITkmjpqDLBY3APaTyoVw6cIc3baTsk8A1qisEzisTziJXd5CCjQpA94b5Op5xuWsWqg9QwARMQRmEVezk7bKbn/3ww/lkc8lke8ZC6PQDiEQq0JUvHARhNiPRPvWOoZqVQMozEFdnv7mJxZ8rtYHvFYHvFYHt2N1jLpbz3DMfGIiIiIiIiIiIiSHJN4RERERERERERESY5JPCIiIiIiIiIioiTHJB4REREREREREVGSYxKPiIiIiIiIiIgoyTGJR0RERERERERElOSYxCMiIiIiIiIiIkpyTOIRERERERERERElOSbxiIiIiIiIiIiIkhyTeEREREREREREREmOSTwiIiIiIiIiIqIkxyQeERERERERERFRkmMSj4iIiIiIiIiIKMkxiUdERERERERERJTkmMQjIiIiIiIiIiJKckziERERERERERERJTkm8YiIiIiIiIiIiJIck3hERERERERERERJjkk8IiIiIiIiIiKiJMckHhERERERERERUZJjEo+IiIiIiIiIiCjJMYlHRERERERERESU5JjEIyIiIiIiIiIiSnJM4hERERERERERESU5JvGIiIiIiIiIiIiSHJN4RERERERERERESY5JPCIiIiIiIiIioiTHJB4REREREREREVGSYxKPiIiIiIiIiIgoyTGJR0RERERERERElOSYxCMiIiIiIiIiIkpyTOIRERERERERERElOSbxiIiIiIiIiIiIkhyTeEREREREREREREmOSTwiIiIiIiIiIqIkxyQeERERERERERFRkmMSj4iIiIiIiIiIKMkxiUdERERERERERJTkmMQjIiIiIiIiIiJKctJEB0CDzxbwYl+7DQe9dtiDHfCGg/CFg5CKxFCIpdDJlMhUaJCr0qNAkw65WJLokImIiIiIiIiIqA9M4o0iZp8HX7Xtw26Ptcf3A0IYgUgY7pAfjR1ObHY0QiISo1CTjuPTJsKk0AxzxERERERERERE1B9M4o0S39rq8blld7f1crEEWqkCaqkcEUFAezgAd9CPsBABAISFCHa6zdjpNuP8rFJM1WcNd+hERERERERERHQETOKNAp+01qLS0RR7LRGJUa7PxhRdJrKVOohForjtQ5EIGjoc2O2xotrVgmAkDADwhPzDGjcREREREREREfUPk3gjXKWjMS6Bl65IwQ9ypsEgV/W6j1QsRl5KKvJSUnFi+iSstx3ARnvDcIRLREREREREREQDwCTeCGYLeLHGfKgLbZpcjSvGz4BSIuv3MVQSGU43TUahxgR30DcUYRIRERERERER0TFiEm8E22A7GBvbTiQS4XvZpUeVwDvcOJUeUOkHMzwiIiIiIiIiIhok4kQHQAPTHgpgh6s19rpQk44spS6BERERERERERER0VBhEm+E2u+1xVrhAUC5PjuB0RARERERERER0VBiEm+EavA6416PUxkSEwgREREREREREQ05JvFGqBa/O7acJldDLpYkMBoiIiIiIiIiIhpKTOKNUN5wILaskSoSGAkREREREREREQ01zk47QvnCodiyQtK/f8ZVLTvhDvn73Ob8rFKkSOXHFBsREREREREREQ0uJvFGqMMntZCK+tegsr7DCXvA2+c2ISF8THEREREREREREdHgY3faEUopPpR/9UdCfWxJREREREREREQjHVvijVAKiQzecBBAfNfavtw46bhu6w567Xi9vnIwQyMiIiIiIiIiokHGlngjlEGmjC23BdoTGAkREREREREREQ01JvFGqFyVPrbsC4dgD3QkMBoiIiIiIiIiIhpKTOKNUBNUhrjXtW5zYgIhIiIiIiIiIqIhxyTeCJWr0sMoV8deb3U2xc1YS0REREREREREo8eYSuIFAgE8+uijOOmkk1BeXo6FCxdi7dq1/dp33bp1uPrqq3Hcccdh9uzZuPTSS/Huu+8ObcB9EIlEmGscH3vtDPqwrm1/wuIhIqLRVc8QEVHyYT1DRDS2jakk3l133YUXX3wRF154Ie655x5IJBL86Ec/wsaNG/vcb82aNViyZAmCwSB+8pOf4Gc/+xmUSiWWLVuGF198cXiC78FUfRZyVLrY6/W2g6h2NicsHiKisW601TNERJRcWM8QEY1tIkEQhEQHMRyqqqqwcOFC3Hnnnbj++usBAH6/HxdccAHS0tLw+uuv97rvkiVLsGvXLqxZswZyuRwAEAqFcN5550GlUmHlypVHFYvF4h7QNUilYvgUYTS02REORf/ZXEEfXjzwLXzhUGy7CkMOTkjNg1am6PN4/nAI/7PuxWZHY2zdTfnzoJepBhTfcJNIRdDr1HC6vLHyGOtYJvFYHvGSuzwEFGjSB7y3yaQdxFgGZjTUMwAQEUdgFnnhaw8k4edk+CX3/5vhx/KIx/KIl8zlEQiHUKg1QSoeWBsG1jPxjqWekUrFMBpTYLe3IxTicEAsj3gsj3gsj+5Ga5n0t54ZMy3xVq1aBYlEgssvvzy2TqFQ4NJLL8WWLVvQ3Nx7CzaPxwO9Xh+r8ABAKpXCaDRCqVQOadxHopMpsWjcDOhkh+LY6mjCin3r8a+GrdhgO4hatxkHvXbUex3Y7bFio70eK5u24+m96+ISeBKRGBLRmPlIEBENqtFazxARUXJgPUNERNJEBzBcampqkJeXB41GE7e+vLw89n52dnaP+86dOxd/+9vfsHz5cixYsAAikQjvvfcetm3bhuXLlx91LGKxCGKx6Kj3k0jEAMKQiMWA9FDGOVujxbX5s7GqpRa73BYAQAQR7O+wYX+Hrc9jduXsJmvScUZmIfTykVOJSzp/Sf1ueYxlLJN4LI94SV0egghS6cj+EWE01DMAEBYBiCTp5yQBkvr/TQKwPOKxPOIlc3lIRCJIpaIBt8RLBqOlnone0xx6HutYHvFYHvFYHt2N9TIZM0k8i8UCk8nUbX3XOrPZ3Ou+//d//4eGhgY888wzePrppwEAKpUKTz75JM4888yjjiU1NQUi0cAqvXZvEBpN90SbHmosST0OjV4n1rXuxx63FR2hYJ/HMirUmGLIxIy0XJiUmj63TWY9lcdYxzKJx/KIl6zlYdSnJDqEYzJa6plAOIRmpydpPyeJMtrKIxQKwWm3w2Gzw2G3w+10weN2w+N2w+tph8/ng9/vR8DnQygURjgcQjgcBgCIxWKIRCJIpTLIFXLIZDIoVSooVSqoU9RI0Wqh1Wmh0+uhMxhgTEuFTq+HeAQnT45ktH0+jlUyloc/EoJRnwKpWJLoUAZstNQzXXS6kTGEz3BhecRjecRjeXQ3VstkzCTxfD5fXPPxLgqFIvZ+b+RyOfLy8nDOOefg7LPPRjgcxptvvomlS5fihRdewPTp048qFputfeAt8aSAx+NDONLzr5sayHB2WiGE1Mkw+z2wBbzwhoLwR0KQisRQSmTQShXIUmmhksiiOwUAZ8B71PEkmkQshkaj7LM8xhqWSTyWR7ykLg8BsEfaB7y70Zj4BOBoqGcAICyKfjaS8nOSAEn9/6YXHV4vmhsa0dLYgKaGBpibW2BpaYG5uQVtFgtsViucdjuGc1hksVgMQ2oqUk3pSDOZkJ6RgYzsbGRkZSEjOxs548che9w4qFMS/3/5aIzEz8dQSubyCIRDsEfaB5zEYz0T71jqGYlEDJ1OBZerA+Fwcn1OEoHlEY/lEY/l0d1oLZP+1jNjJomnVCoRCAS6rff7/bH3e/PAAw9g69ateOedd2K/Ip933nm44IIL8OCDD+Jf//rXUcUSiQiIRAb4xVkKhCORfg0WnC7VIF3aSws7AUk34PBR6+ym0d/yGBNYJvFYHvGSujyEET8w7WipZyLiCCBK1s9JAiTp/5tgIICGAwdwYO9eHOx8NBzYj8aDB2HtozVOf4jFYsgVCsiVSsjkMkikUojFks5uKyKIxEA4FEYoGEIoGEQwEEDA70eg87Pek0gkApvVCpvVit01O3vdTm80InfCBOROmIhxeRMxPi8PE/LzMXFSPjQ63TFd15BI0s9HwiRxeYTDAkIhARCP3LpmtNQzXcLhyIiv+wcTyyMeyyMey6O7sVomYyaJZzKZ0Nra2m29xRIdQy4jI6PH/QKBAP7973/jhhtuiOsGIpPJcPLJJ+PVV19FIBDo8VcxIiIaO1jP0FCIRCJoPHgQe3buxJ7aWuyp3Yl9u3ejfv9+hEOhIx8AgEavR1pmBkyZmUjPzER6egbSTSYYUlOhNxqg0xug1emQotFArdVCoVD02k2ur9lHI5EIfB0daPd40N7ZNddpt8PpsMNps8NmtcJqNcNqtsDa2gprays8LlfcMZx2O5x2O3Zs3drt3GkmE/ImF2JS4WRMKixCQVERCoqLkzO5RzQEWM8QEdGYSeKVlJRgw4YN8Hg8cYPBbu38klhaWtrjfg6HA6HQoXFgDhcKhRCJRBBJsu4CREQ0/FjP0LHy+/3Ys3Mn6nZsR932Hdi1swZ7du5Eh7fvIS+kUimyJoxH7sSJGJ83CRMn5iFn/HhkjxuHrNxcqNTqYYlfLBZDnZICdUoKTJmZ/dqnw+tFa3MzWhob0NzQiOb6ehw8sB+NBw+gYf8B+A679jaLBW0WCzZ9vS7uGJnZOZhcWoLCKVNQWFKKorIy5E6YcMzjdRElG9YzREQ0ZpJ45557Lp5//nm88cYbuP766wFEf5V6++23UVFREZvJqampCR0dHSgoKAAApKWlQafTYfXq1fjpT38a+4Wqvb0dn3/+OfLz8zktOxERsZ6ho+L3+7G7Zgdqqqqxc9s21G6rxr7du/tsXSdXKDCuIB/5hUUoLCrGpMLJyCuYjOzx4yGVjsyvdCq1GnkFBcjr/P9wOEEQ0Gax4ODevdi/Zw8O7NmDvbvqsG/XLrQd1mW4tbkJrc1NWPvZZ7F1Gq0WRWVlKC4rQ8m0cpRMnYpxeXmjenINGv1YzxAR0cj8xjcAFRUVOPfcc/H444+jra0NEydOxDvvvIPGxkY8+OCDse2WLVuGb775BrW1tQAAiUSCJUuWYPny5bj88svx/e9/H5FIBG+99RZaWlrw6KOPJuqSiIgoibCeod6EgkHs3bULNVVbUVNVhR1VVdhbV9dnwi4tKxMFJSUoKStDUekUTC4pwbiJeZBIRu7MmkdLJBIhPSMD6RkZmDlvXtx7LqcTe2trsbeuDrtqalBbswP7amvh6+gAAHjcbmxevx6b16+P7aPRalEyrRyl5eWYUlGBsunT+91ikCgZsJ4hIqIxk8QDgEceeQTLly/HypUr4XQ6UVxcjGeeeQZz5szpc79bbrkF48aNw8svv4y//vWvCAQCKC4uxpNPPolzzjlnmKInIqJkx3qGIpEIGvbv70zWbcWOqirUbd/e56QPmePHoaisDGXTKlA6dSqKyspgSE0dxqhHHp1ej+lz52L63LmxdV1lX7djB2q3bUPNtmrUbt8GjzM67p7H7cbGdWuxcd3a2D4Z2dkoq6hA2YwZmDp9BoqnTWOLJEpqrGeIiMY2kSAIyTV11BhgsbgHtJ9UKoZPEUZDmz3pZvxKhL4G1x6rWCbxWB7xkrs8BBRo0ge8t8mkHcRYRr6B1jNAdHZas8gLX3sgCT8nw6+v/zeCIMDc3BxrXVdTVYWd1VXwuHsv//SsLBRPm4qpFTMwZdo0FE+bBr3BMMRXMXiS++9Id4IgoKm+HjXV0X+f7Vu3om7btl7HGZRIpSgqnYJps2Zi6oyZmDZzJrJyc3s9/kgrj6GWzOURCIdQqDVBOsAu1axn4h1LPSOVimE0psBubx+TM0t+F8sjHssjHsuju9FaJv2tZ8ZUSzwiIiKigbKazdhZXY2d1dWoqa7Gzuoq2KzWXrfXGgwoLp+GsvIKTK2Yjinl5Ug1mYYxYhKJRMidMAG5EybgzO9dAAAIh8PYv3s3tldWYsfWSlRv2YL9u3YhEokgHApFE37VVXjzxRcBRFvrTZs5E9NmzkL5rFkonDJlxI5BSERERCMbv4EQERERHUYQBLQ2NaF2+3bsqtmOPTtrUL25Em0WS6/7KFUqFJRNQVl5BaZNn4HS8nLkjB/PGVKTkEQiQUFxMQqKi3HR5ZcDANo9HuzYuhXbK7egavMmbNu8BW6nEwBgbm7Gmg8+wJoPPgAQ/bcumz4d5bNnY/rc2Tjp1JMAjJ2xComIiChxmMQjIiKiMcvv92P/7t3YvXMndtfUYFfNDtTt2BFL4PRErlBgUkkxSqZOw7SK6SgtL8fEgoIxNenEaJOi0WDOiSdizoknAogmcg/u24vqTZtRtWkjtm7ahIN79gAAfB0d2PT119j09dcAALFYjMIppSifNRvls2ejYvYcTphBREREQ4JJPCIiIhr1QqEQGg8ewL5du7G3Ljqr6d66OhzcuxfhcLjX/eRKJQrLSlBYOgVTplagZNpUTJpcCKlMNozR03ATiUSYmF+AifkFuGDhQgCA025H9ebNqNq0CVs3fouaqioEAwFEIhHUbtuO2m3b8a+XXgIA5Iwfj4o5c1DRmdSbWFDAVplERER0zJjEIyIiolHD43Khfv9+HNy7Fwf27cX+3btxYM9e1O/fh2Ag0Oe+WoMBBVNKUFxahpKyMhSXTcWkogKkGrVJOVA/DS+90YiTzjgDJ51xBgAg4PdjV8121G7bivX/+xpbv/0WLocDANBUX4+m+np89PbbsX3LZ81CxZw5mD5nDoqmlEEmlyfqUoiIiGiEYhKPiIiIRoxIJAKb1dqZJDmIxoP1aDx4AA0HDqBh/37Y29qOeAyZXI7xBfnILypCYVEJCqdMQWFpKdJMpm6tpSQStp6inskVCpTPnoWT55+MhdcuQTAQxsG9e7F147eo/OYbVG7ciJaGBgDRVnz/+/RT/O/TTwEACqXy0Lh6c+Zg6vQZSNFy9lMiIiLqG5N4RERElBQikQgcNhusZjPazGaYW5rR2twMc1P0uaWxEebmJgSO0KKui1KlQm7+JOQVFCB/ciEKiooxafJk5EyYwNlFadCJxWLkTZ6MvMmT8f1FiwEA5pYWVG3cGE3sffst9uzcCUEQ4Pf5sHn9emxevz627+TSUlTMnh0bWy8jKyuRl0NERERJiN9giYiIaNBFIhF4PR543G54XC64XE647A44HXa4HE7YbW1w2Gywt7XB3taGNosF9rY2hEOhozqPXKlE1rhc5E6ciHET8zApvwATJk3C+Lw8mLKyOA4ZJVRGVhbOvOACnHnBBQCi3b2rt2xB1cZvsfmbb1CzdWtsXL267dtRt/3QuHrZ48ahfNYslM+eg/JZs5BfVASxWJzIyyEiIqIEYxJvBKmt3Yl3V70Lu7sdkcih9V33J103KtFnEUSiwx+ASCzuXI4+i8UiiMRiiEXi6LNYBLFYDLFYcui1SAyxRAKxRAxJ1/rOZbEkuq1UKoVYLIZEKoVEIok9S7/7WiaLrZfKZNH3pVLeYBERJQmHw44333oNDQ4zQv4QQuEIIuEIwuEQIuEwgsEggsEgQoEgAn4//H4f/D4ffB0d6OjogM/rhdfrhdfjgbe9fVBiUms1SM/MREZ2NrJzc5GTOz76PGECcsaPR2p6OusRGjE0Oh2OP/VUHH/qqQCi4+rVbt+OrRu/xdZvN6Jq08bYuHrNDQ1obmjAx//5T3RfrRbTZs5C+exZmDZzFqZUVEClVifqUoiIiCgBmMQbQa677mrs3FmT6DAGnVQmg1wuh1Qmg6zzIZXJIVfIIZPLIVcoIJcroFAoIFcooFAqoFAqoVSpoDdoIRJLIVcooVKnQKVWQaVOgTol+kjRaGIPVUoKf8EmIurDk08+gb/8ZfmQn0cqlUKXaoTemApDWipS09ORbsqAKSMDaSYTTJlZSM/MQLopg+OE0agmVygwbeZMTJs5E1f96CYIgoADe/di67ffYOvGjdi6aSOaDhwEAHjcbnz95Rf4+ssvAAASiQSFpVNiSb1pM2ciMycngVdDREREQ41JvBFkwYJL8PQzf0UwFIKAzhnyup4E4dCzIECAAEFAdPk7DwgCIoc35UuwUDCIUDA45OcRiUTQaLXQ6HTQ6HTQ6Q3Q6XXQGY3QG4wwGI3QpxphTEtHaloajGlpSE1Ph1QmG/LYiIiSwamnno7/rHwbdqcDIogAkSja+loSbXHd9WOLVC6DTC6HQqGM/aiiUqmgUquhVquh1emQotFCnZICrV4PbdffXYMeeoMRKrWareeIeiASiZBXUIC8goLYuHptFguqN21C1aaN2PLtt9i1YwfCoRDC4TB2bqvGzm3VePPFFwEApqwsTJ0xA9NmzMS0WbNQNGUK5ApFAq+IiIiIBpNI6Mr+0LCxWNwD2k8qFcOnCKOhzY5w6Nj/2bqSepFIBJFwGAKASDgcfRy+PhJBuHM5IkS7VkXCYYQjkdiXyOjrMMKhcGe3q+h7oVAI4XAI4VA4uty5LhQKIhQMRbtlBQMIhUIIBoIIBgIIxB5+BIJBBPw++P3+aNctny/63BF9DgT86Gj3wu/zIRIOH3OZ9MSQmorUdBNMmRlIz8iEKSsTpqxsZGZHH1m5udDodENy7qMlkYqg16nhdHkH5TMy0rE84iV3eQgo0KQPeG+Tia21DjfQegYAIuIIzCIvfO2BJPycDL/k/n8z/Fge8RJRHj6fDzVVW1G1cROqN29G9eZNsS643yWTy1E8dSqmTp+BshnTMW3GTGRkZw9ZEj2ZPx+BcAiFWhOkA+yVwXom3rHUM1KpGEZjCuz2doRCydOwIFFYHvFYHvFYHt2N1jLpbz3DlnhjWNd4eWKxGBiBs/Qd/kUxFIwgGAigo6MDHe3t8HY9PB60dw6s3u7xRAdXdzrgdDrhcjrhcjjgcjrgsjvgcTp7bKHosNngsNmwt66211g0Wi2yx41D9rhxyBk/ATnjxyF3wkSMmzgR2ePGQSaXD2VREBER0RihVCoxY+5xmDH3OACIdcHdtnkztm3ZjK2bN+PArl0QBAHBQCC6fvPm2P7pGRkomz4DZdOno2z6dJRMmwZ1SkqiLoeIiIiOwsjL3BD1QCQSRcfOUyigNxgGdIxIJAKXwwGHzQZbmxU2ixU2qwU2qxXm1lZYWlth7Xx4XK64fT1uN3bV1GBXTfcxCyUSCbJyczF+0iRMmJSPifn5yJs8GXkFBTByQHYiIiI6Bod3wb1g4UIA0Vlwt2+txLYtlajavAnbKyvR3vndxWo248tPPsaXn3wMABCLxZhUWIgpFRWdj+nILyqCdAT+wEtERDTasXYm6iQWi2FITYUhNRV5kyf3ua23vR3mlha0NjWitakJzQ0NaGpoRGP9QTTX18NmscS2DYfDaDx4EI0HD2L9l1/GHUer1yO/sBCTCouQX1SIguISFBQXQ280Dsk1EhER0ein0elw3Mmn4LiTTwEQ/aHy4L592L5lC7ZXVqJ6y2bsrauLDpUSiWBPbS321NbivTffBAAolEoUl01FaXk5SsvLMaW8HLkTJ3KCMCIiogRjEo9oANQpKbFfvXvi6+hAU309Gg7sR/3+/ajftw/79+5F/b59cQk+t9MZnX1u48a4/dMzMlBQUoLCklJMLi1F0ZQpmJCfD4lEMqTXRURERKOPWCyOfW/53qWXAgA6vF7UbtsWa7G3Y2slzM3NAAC/z4eqTRtRtenQ9xONVouSaeUomToVJeXTUDJ1GnLGj2ePAiIiomHEJB7REFCqVMgvKkJ+UVG39zwuFw7s3YP9u/dg/+7d2F1Xi711dTA3NcW2sZrNsJrN2PDf/8bWKZRKTC4pQdGUMhRPLUPJ1GmYVFjIWeeIiIjoqKnUakyfOxfT586NrbNZLNhetRU1VVXYXlmJmqoquJ1OANGhQzauW4uN69bGttfq9Sgum4qSqVNRPG0qplRMg3ZqybBfCxER0VjBJB7RMNPodJ0DSs+IW9/u8WDfrl3YU7sTe2prUbtjB/bs3Il2d3T2L7/Ph+2VldheWRnbRyqTYXJxCUqmTUNp+TSUTS/HjDnxxyUiIiLqj1STCSefcSZOPuNMANFJM5rq61FTXYWaqirsqKpC3fbt8Ho8AKI9Cr6b2NPotCiaMgWFpWUoKpuCoillyJs8mWPsERERDQLWpkRJIkWjwdQZMzB1xqEknCAIaGlsRN2OHajbvh07t29D7fbtaGttBQCEgkHs3FaNnduq8e5r0X2i49iUobS8IjZIde6ECezuQkREREdFJBIhd8IE5E6YgDO/dwGA6Ph6Dfv3o6a6GrXbt6Gmugp123fEEnselxub12/A5vUbYseRy+UoKC5B4ZTOYUJKp2BySQlStNqEXBcREdFIxSQeURITiUTIHjcO2ePG4dSzz46tt1ksqN2+HbXbt2FHVRVqqqthbWkB0DWOzSZUbdoU215vNGJKeQXKpk/HlOnTMaWiYsCz+BIREdHYJRaLMSE/HxPy83HO978PIJrYazx4ELtqtmNf3U5UbtqCuu074LLbAQCBQCDamq+6Ku5YOePHY3JpaXQM4JISFJSUIHfCBE6gQURE1Asm8YhGoFSTCcefdhqOP+202Lo2iwW126qwZ+cObNzwLWq2HhrHxmm34+svv8DXX34R237CpEmYMn06ps2YibIZM1BQXMyuLkRERHTUxGIxxuflIW/yJOh1l8Hp8iIUjMDc3Iy6mh3YtWMHdm7fhl07atDS0BDbr6m+Hk319fjvJ5/E1nWNK1xQXIyC4hIUFBcjv6gIqenpibg0IiKipMI7dqJRIs1kwslnnYkLLrko9uW5qb4+No7etsot2LVjB4KBAADg4L59OLhvH1a98w6A6JfmkmnTMHX6DEydORNTZ8xAmsmUyEsiIiKiEUokEiEzJweZOTmxMfaA6ARfu3bWYPfOndi1Ywfqamqwb9cuBHw+AICvowM7tm7Fjq1b445nTEtDflEx8osKkV9UhEmF0QnEtDrdsF4XERFRIjGJRzRKHT6OzdkXXQQACAYC2FVTg+1bK7Ft8xZsq9yMpoP1AKJfmiu/+QaV33wTO0ZWbm6spd7UGdNRNKUMMrk8IddDREREI59Gp8OMucdhxtzjYuvC4TAaDxyIJvY6E3y7a2vRUl8f28be1oZNX6/Dpq/XxR0vPTMTkyZPxqTCIkwqnIy8gsnImzwZhtTUYbsmIiKi4cIkHtEYIpPLY5NdLLzmhwCiX4q3VW7BjspKbN28GTu3bkWH1wsAaGlsREtjI1a//x6A6MDURVOnYur0GSibMR1Tp89AZk4OJ80gIiKiAZNIJLFx9uaff35svbe9Hft278Le2jrsqa3Fnrpa7K2rg81iiW1jbW2FtbUV365dG3dMQ2oq8goKMHFyNLFXUFqCyfPPBxER0WATBAENDfXIyMiEQqEY0nMxiUc0xhnT0nDyGWfGurqEw2Hs27UL27ZsRvXmzajesgX1e/cCiA5MvW3zZmzbvDm2f3pGBsqmR1vqTZk+HaXTyqFSqxNyLURERDR6qFNSUFYxHWUV0+PWOx0O7N+1C3t37cK+XXXYU1eH/bt3xyX3HDYbKm02VH77bWyd9w+PY8l1NwxX+ERENAasX/81HnzwPmzY8DUuvPBiPPfcy0N6PibxiCiORCLB5JISTC4pwcWLrwAAuJxO7OjsgltduQXbKyvR7nIBAKxmM7785GN8+cnHsf3zi4owZXr0S/eUigrkTZ4MiUSSsGsiIiKi0UNvMKBizhxUzJkTt97ldGL/7t3Rx57d2LtrFw7s3YvWhgYIggCNVpugiImIaLSpqdmBBx+8D598siq2LozIkJ+XSTwiOiKdXo95p5yKeaecCgCIRCI4uG9fdMKMzZtRvWUz9tXVIRKJIBwOY1dNDXbV1OA/r70GIPpLesm0aSirmI7S8nJMqahARnY2u+ESERHRoNHp9SifNQvls2bFrff5fGjv8GJmbkGCIiMiotGioaEejzzyEN54458QBAEAoNXrceVNN+HGG24a8vMziUdER00sFiOvoAB5BQX43iWXAIiOW7NzWzV2VFZiW+ejrbU19t7m9euxef362DHSTCaUTJuG0vIKTCkvR8m0aTCmpSXkeoiIiGj0UiqVEMt420NERAPndDrwpz89jr/97Wn4/X4AgEKpxMJrr8U1N98CjVYLpUw55HGwNiOiQaFOScHM4+Zh5nHzYuvMzc3YUVWFHZWVqK7cgtrq6tikGW0WC9Z+9hnWfvZZbPus3FyUTJ2GkmnTUDJtKkqmToPeaBz2ayEiIiIiIiIKBAJ46aXn8Nhjf4DNZgMQbdRy/sKF+NHtP4MpMxMAYq3yhhqTeEQ0ZDKys5GRnY3TzjkHQHTSjIN792LH1q2oqa7C9q1bsbumBqFgEMCh2XC/+PjQuAJZOTkomjoVxWVlKC6biqKyMqRnZLArLhEREREREQ0JQRDw0Ucf4P77f4V9+/bG1p94xhm4ddldyJs8OSFxMYlHRMNGIpFgUmEhJhUW4nuXXgoACAYC2FNbi53bqlFTVYXtVVXYv2sXwqEQAKClqQktTU347yefxI5jTEtDUVkZikqnoHBK9DE+L4+TZxAREREREdExqa7eil//+pdYu/Z/sXUl5eX4yV13Y+a8eX3sOfSYxCOihJLJ5Z3dZ6fFZsP1+/3Ys3MndlZXo3b7NtRs34Z9tXWxFnv2tjZs+O9/seG//40dR6FUoqC4GIWlpSjonF23aEop9Dp1Qq6LiIiIiIiIRg6z2YyHH34A//znK7HusRnZ2bh56VKcc9H3IRaLExwhk3hElIQUCgWmVFRgSkVFbF0wEMD+PbtRu2076nZsR+327dhVU4OO9nYAgN/nw46tW7Fj69a4Y2XmZCO/qAj5RcXILypCQVExJk6eDKVy6AcdJSIiIiIiouQWCATwt789g8ce+wM8HjcAQKVW46qbb8YVN9yYVPeOTOIR0Yggk8tRWDoFhaVTACwEAEQiETTV12N3TQ121dSgrmYHdu/ciZaGhth+rU3NaG1qxtdffBlbJxaLkTN+AvKLCpE3uRD5hYXImzwZEwsKoFSphvvSiIiIiIiIKAE++2w17rlnGfbs2R1bd94lP8D/LV2G9IyMBEbWMybxiGjEEovFGDdxIsZNnIjTzj03tr7d7caeujrsrduJ+n17sG1rNfbU1qHd5QIQTf41HNiPhgP78d/Vq+OOmZWbi7zJk5FXMBkTC/IxIT8fefkFMKanczINIiIiIiKiUWD//n2499678PHHH8XWlc2YgZ//+jdxPcKSDZN4RDTqpGi1KJ81CzOOmw29Tg2ny4tQMAKr2Yy9dbXYW7cLe+vqsGdXHfbv2hXrkgscmiF3/Zdfxh1Tq9Nh/KRJmDBpEsZPmoTxedHlcXl5SNFohvsSiYiIiIiI6Ch1dHTgz39+An/+8xPw+/0AgLSMDPzfsmU47+IFSd9wg0k8IhoTRCIRTJmZMGVm4riTT4mtFwQBltZW7N+1C/v37Ma+3dHHgT274WizxbZzu1w9jrkHAKnp6Rg3MQ/j8qKtAnMndD5PnAidXp/0FQEREREREdFot3r1Ktx99504eHA/AEAileKy667D9T/56YhpmMEkHhGNaSKRCBlZWcjIysLck0+Oe8/ldOLg3r04sHdv5/MeHNi7F40HDiAYCMS2s1mtsFmtqNq0sdvxNVotciZMQO748cgePx654ycge/x4ZI8bh6zc3KQaJJWIiIiIiGi0aWioxz33LMNHH70fWzfz+OOx9P4HkDd5cgIjO3pM4hER9UKn12PqjBmYOmNG3PpIJAJzczMO7tuHhv3RsfUO7N+Phv370FzfEJfg87jdqNu+HXXbt/d4jtT09FhCLzt3HDJzcpCVm4usnBxk5uZCo9WyJR8REREREdFRCoVCWLHiaTzyyIPwer0Aol1nf3rPr3DWBReMyPssJvGIiI6SWCyOJtpyczH3pJPi3otEIrC2tqLh4AE0HaxH48EDOHhgP5rq69HS0BDXRRc41Ipve2Vlj+dSp6QgMycHGdnZyMzORkZ2TrTlYHYWMrKyYcrMRAoTfURERERERDGbNn2LO+64Hdu3VwOI3sNdcs01uOlnP0eKVpvg6AaOSbxRyBbwYl+7DQe9dtiDHfCGg/CFg5CKxFCIpdDJlMhUaJCr0qNAkw65WJLokIlGDbFYjIzsbGRkZ2PmcfO6ve9tb0dLYyOa6uvR3NiA5oYGNDU0dE6o0QCnzd5t+327dmHfrl29nlOlVkfH+8vKgikzE+kZmUjPzER6ZgbSTRlIz8xEmsmEFK160K+XiIiIiIgoWXg8bjz44P14/vm/QRAEAEBpRTnuevBhFE2ZkuDojh2TeKOI2efBV237sNtj7fH9gBBGIBKGO+RHY4cTmx2NkIjEKNSk4/i0iTApRsZAjkQjmTolBflFRcgvKurxfZ/PB3NTE1oaG9Ha3IzWpiY0NTagtbkZ5uZmWFqa4e/wxe3T4fXi4L59OLhvX5/nTtFqYcrMQGp6OlLTTZ2PdKSZTJ3r0mFMS4MxLQ1yhWLQrpmIiIiIiGioffLJR7jzzp+jqakRAJCi0eCmO5biB1deCYlkdDReYhJvlPjWVo/PLbu7rZeLJdBKFVBL5YgIAtrDAbiDfoSFCAAgLESw023GTrcZ52eVYqo+a7hDJ6LDKJVKTMjPx4T8/B7fFwQBHrcb5q6kXmsLLC2tMLc0o7W1FdbWFljNZji/020XANrdbrS73di/e88R49DqdLGEniE1DYa01Ojr1NToa6MRhrTosz41FQom/YiIiIiIKAEsFgvuuWcp3n337di6U845B3fcdz9MmZkJjGzwMYk3CnzSWotKR1PstUQkRrk+G1N0mchW6iD+zlhZoUgEDR0O7PZYUe1qQTASBgB4Qv5hjZuIjp5IJIJWp4NWp0NBcXGv2wUDAdisVlgtZrSZzbCaLbBbzXDYbWhuaobVbIbNYoHd2oZQMNhtf7fLBbfLdcTWfV3UKSnQGQwwGFOhTzVCpzdAbzRAbzBCbzRApzdAZzRCZ9B3vmeERquFWCwecFkQEREREdHYJQgC3nrrDfzqV8tgt0eHJUrPzMQv7rsfp51zToKjGxpM4o1wlY7GuAReuiIFP8iZBoNc1es+UrEYeSmpyEtJxYnpk7DedgAb7Q3DES4RDROZXI7MnBxk5uTE1kmkIuh1ajhdXoRD0fEhulr2tVkssLdZYxNtONpssLVZo+ttNjhsNjja2uBxuXo8n7e9PTbeX3+JRCJotFpo9XqUVVTg7399DipV73+7iIiIiIiIAKCpqQk/+9lPsHr1x7F1Fy1ejJ8suwsanS6BkQ0tJvFGMFvAizXmQ11o0+RqXDF+BpQSWb+PoZLIcLppMgo1JriDviPvQESjyuEt+/IKCo64fSgYhNPhgL2tDQ6bDU6HHU6bHXabDU67DXa7HQ67DS67A06HA26HA16Pp8djCYIQa/HXVF+P2p/WYPr0mYN9iURERERENEoIgoAXXngBt9/+M7hcTgDAuIkTcffDv8fMed0nFhxtmMQbwTbYDsbGthOJRPhedulRJfAON06lB1T6wQyPiEYhqUyGNJMJaSZTv/cJBYNwOZ1wORyxZ6fDAbfTCbfTCafDjtyJE1FRMWMIIyciIiIiopGsqakRv/jFT7FmzWoA0TzI5UuW4Kaf/wLKMdKjh0m8Eao9FMAOV2vsdaEmHVnK0dtklIhGLqlMFpv9tncCRN8Zv5OIiIiIiEgQBLz55mu4555lsdZ3E/Lzcc8fHkH5rFkJjm54MYk3Qu332mKt8ACgXJ+dwGiIiIiIiIiIiAaX2WzGHXfchlWrPgAQbX137Y9vxnU/vQ0yqSLB0Q0/JvFGqAavM+71OJUhMYEQEREREREREQ2yDz98H3fc8VNYrVYA0bHvfv3YH3HqmafGTdY3ljCJN0K1+N2x5TS5GnKxJIHREBEREREREREdO7fbhXvuWYbXX381tm7BVVfhJ3fdDY0uJYGRJR6TeCOUNxyILWvGYBNSIiIiIiIiIhpdNmxYjx//+EYcPHgAAGDKysI9f/gDjjv5lARHlhyYxBuhfOFQbFkh6d8/46qWnXCH/H1uc35WKVKk8mOKjYiIiIiIiIiov4LBIB577PdYvvwxRCLR8f/PvPACLH3gd9Dp9QmOLnkwiTdCHT6phVQk7tc+9R1O2APePrcJCeFjiouIiIiIiIiIqL/27duLW265Hps3bwIAaLRa/OKBB3Du9y9ObGBJqH/ZH0o6SvGh/Ks/EupjSyIiIiIiIiKi5PPmm69h/vyTYgm86XPn4pUPP2ICrxdsiTdCKSQyeMNBAPFda/ty46Tjuq076LXj9frKwQyNiIiIiIiIiKhXHo8bS5f+DP/+95sAAIlEgutvvx3X3HwLJBJO3NkbJvFGKINMGesa2xZoT3A0RERERERERERHVlm5GT/60XXYv38fACBn/Hjcv/xPmDpjRoIjS37sTjtC5aoODezoC4dgD3QkMBoiIiIiIiIiot4JgoBnnvkLvve9s2IJvDMvuhAvv/8BE3j9xJZ4I9QElSHuda3bjHlpExMTDBERERERERFRL+x2G2677f+watWHAAClSoWf33cfLrh0IUQiUYKjGznGVEu8QCCARx99FCeddBLKy8uxcOFCrF27tt/7f/jhh7j88ssxffp0zJ49G4sWLcLXX389hBH3Llelh1Gujr3e6myKm7GWiIiG32iqZ4iIKPmwniGikWjjxm9wxhknxxJ4BSUleGHle7hw4WVM4B2lMZXEu+uuu/Diiy/iwgsvxD333AOJRIIf/ehH2Lhx4xH3/fOf/4yf//znyMrKwl133YXbb78dRUVFaG1tHYbIuxOJRJhrHB977Qz6sK5tf0JiISKiqNFUzxARUfJhPUNEI4kgCHj22b/ioovORUNDPQDgosWL8fe330FeQUGCoxuZxkx32qqqKnzwwQe48847cf311wMALr74YlxwwQX44x//iNdff73XfSsrK/HXv/4Vd911F6699tphivjIpuqzUO1qRlOHCwCw3nYQBpkK0/TZCY6MiGjsGY31DBERJQ/WM0Q0krhcTtx++614//3/AADUKSm488EHcc5F309wZCPbgJN469evx9dff43NmzejtbUVdrsdSqUSqampKCoqwty5c3HaaafBZDINZrwDtmrVKkgkElx++eWxdQqFApdeeikef/xxNDc3Izu75+TXSy+9hPT0dFxzzTUQBAFerxcpKSnDFXqvJCIxLsouw4sHvoUvHIIgCPioZSeafC6ckJoHrUzR5/7+cAh1bsswRUtENLqNxnqGiIiSB+sZIhoptm/fhiVLrsK+fXsBAPnFxXj4r09hQn5+giMb+Y4qief1evHKK6/gzTffRFNTEwRBABCtPPR6Pfx+P3bt2oXa2lq89957kEqlmD9/Pn74wx9i1qxZQ3IB/VVTU4O8vDxoNJq49eXl5bH3e6v0vv76a8yYMQMvv/wynn76aTgcDphMJtx888246qqrhjz2vuhkSiwaNwNvN1XDFfQBALY6mrDN2YIJagMmqI0wyJRQSWQQQQR/JARHsANNHS7sbW9DIBKOHUsiEkMiGlM9rImIBs1orWeIiCg5sJ4hopHgjTf+iTvv/Bk6OjoAAOdfeimW3v8AlCpVgiMbHfqdxHvttdfw17/+FVarFcXFxbjtttswffp0TJ06Na4iEQQB+/fvx9atW7F27VqsWbMGq1evxhlnnIFly5Zh/PjxfZxl6Fgslh5bBXatM5vNPe7ndDpht9uxefNmrF+/Hrfeeiuys7Px9ttv47e//S2kUikWLVp0VLGIxSKIxUc/eKNEIgYQhkQsBqSHJrHI1mhxbf5srGqpxa7OlnURRLC/w4b9HbY+j9mVs5usSccZmYXQy5VHHVeiSMTiQ89STuoBsEy+i+URL6nLQxBBKh3ZPyKMhnoGAMIiAJEk/ZwkQDL+vxEEAX6/H+1uNzravfC2e+Bt98Ln60CH1wt/hw8+nw9+nw8Bvx+BQAChYBDBQAChUAjhUAjhcBjhcBgQBEQiAgREf5gVIfrZEUskEEskkEgkkEplkMllkMlkUCqV0Oo0AMSQKRRQqlRQqpRQqVOgTlFDrdEgpfOhUI6c7xQDlYyfj0RK5vKQiESQSkWQikduXTNa6pnoPc2h57GO5RGP5RFvJJWH3+/HL395J1544TkAgFyhwC8euA8LFi8e1PMka10jCIBUKh7ye5p+J/F+97vf4Xvf+x5uuOEGFBUV9bqdSCTCpEmTMGnSJFx88cXw+Xx477338Oyzz+I///kPbr311kEJ/Gj5fD7I5fJu6xUKRez9nni9XgCAw+HAE088gfPPPx8AcO655+LCCy/E008/fdSVXmpqyoBnYGn3BqHRdP9SrIcaS1KPQ6PXiXWt+7HHbUVHKNjnsYwKNaYYMjEjLRcmpabPbZNZT+Ux1rFM4rE84iVreRj1I7tbz2ipZwLhEJqdnqT9nCTKYJeHIAhod3tgt9ngdDjgsNngcjjhsNvhtDvgtNvhcrrgcjjgcrrgdjrhdrngdrnhcbkQCoUGNZ6hIJPLodXpoDPooTcYoDPoYUg1wmAwwpCWCmNaKoxpaTCmpiLNlI40UzoMqamQSCSJDv2o8f9LvGQsD38kBKM+BVLxyPt8dRkt9UwXnY6tcg7H8ojH8oiX7OXR0NCASy+9FBs2bAAA5E4Yjydffh5Tp1cM2TmTra4RBAEGhRpG1dDe0/Q7iff+++9j0qRJR30CpVKJhQsX4gc/+AGampqOev/BolQqEQgEuq33+/2x93vSVSnKZDKcc845sfVisRjnnXce/vznP6OpqQk5OTn9jsVmax94Szwp4PH4EI70nHHWQIaz0wohpE6G2e+BLeCFNxSEPxKCVCSGUiKDVqpAlkoLlUQW3SkAOAPeo44n0SRiMTQaZZ/lMdawTOKxPOIldXkIgD3SPuDdjcbEJwBHQz0DAGFR9LORlJ+TBOjP/5twOAy30wnnYQk4h912aNlmh9PR+WyPLjvtDoSHIREnkUohl8shlckglcsglckg6WxlJxaJIZaIIRKJIBKJYsOkRCIRRMIRRCLR1nqhYAihYDDWmi/Yw+e8J8FAADarFTartd/xikQiGNPSkJqejtT0dKSZTEjLyEB6pgnpGRlIz8yEqfORDN1ykvrvagIkc3kEwiHYI+0DTuKxnol3LPWMRCKGTqeCy9WBcDi5PieJwPKIx/KINxLKY926r3DddVfDYon2Cpx32qn47ZN/gt5ggNM1+HmGZK1rBEGASCZA5hvY38b+1jP9TuINJIF3OIlEkrCutEC0mXlP06d3fdAyMjJ63M9gMEChUECn03X7ZTgtLQ0A4HK5jqrSi0SiXVcGRAqEIxGEQ0feP12qQbq0lxZ2Avp1jKTW2XS2v+UxJrBM4rE84iV1eQgIhZKnEh6I0VLPRMQRQJSsn5OhIwgC/D5ftLVbV6s3pxPtHheC/g60tpjhcjjhcjjgtDvgckafnQ47PC5XLAE2GORKJbR6HTQ6HTR6PbRaHbS66GudVguNTocUjRbqlBSoNSlISdFAqVJBnZIChUoJpVIFpUoFuUIx6K3aJFIRtBolLFYHvJ4O+Ds60NHhjXbr9bbD62mHt70dHrcb7W433C4XXC4nXE4nnA4H3A5HtHWhw4GO9u6Je0EQ+p3402i1MGVldSb1smDKyoQpKxsZWVnIzMlGRlY2dAbDMbcW6lNS/11NgCQuj3BYQCgkAOKRW9eMlnqmSzgcGfF1/2BiecRjecRLxvIQBAHPP78C9957d6yHwLW33oobb/8ZxGLx0NUDSVrXCIKAkGjo/50GPDvtSFNSUoINGzbA4/HEjeG3detWAEBpaWmP+4nFYpSWlqK6uhqBQCCuCXvXuBNGo3EIIyciopGA9czwEQQBwUAAfr8ffp8Pvo6O2KPD64Wvw4sObwc6vO3wtns7n7sSTB60ew57uN3wdD4Gu2WcWCKB1qCHVm+APtUIvcEQ7Uqamgqj0QidwQi90djZ1dQAvdEIrU4HuaLv2eUTTSwWQ6lUQiZVAAbDgI8T8PvhdDhgb2uDo60NdpsNNqsV9rY2WCytaDNb0Ga1wGa2wGmzdUuUdv277du1q9dzKJRKZGRlISM7B1k5OcjIyUZmdjYyc3KQlZOLjOxsqDlDJ40QrGeIKFn4fD4sW/ZzvPbaPwAAKRoNfv34EzjlzDMTHNnoN+Ak3qZNm/DJJ5/ghhtu6HGAVbPZjOeeew7nnXcepk+ffiwxDopzzz0Xzz//PN544w1cf/31AIBAIIC3334bFRUVsZmcmpqa0NHRgYKCgti+5513HiorK/Huu+/isssuAxBttv7ee+9h8uTJyMzMHJZrMJtbserLT2B1uREJdw5Afdivy3G/NItEEIkQ6yIjgqhznQhisRgQIdqNRiwGRNGBaUVicWydSCyCWCyBWBztahPtciOBRCKOro8Ndi2FRCKB5DvPUpkMUqk0+pDJhvZXcCKiJDAa6hm/349P1nyEeqcZQX8Ykc5uG4IgdD6iy9HJECIQIECIRCAIQCQcRkSIdsMMh8MQOpdD4VDnuhDCoXDsORQKIhQKIRQMIRgMIHzYcjAQQDAYRKCz62bX5AyBzqRdwO8f1JZv/ZGi1SJFp4VWp4fOaIDeYITOYIDRaITBmAp957posi6anNNotaz/+iBXKGJdY48kFArB3taGNrMZltYWWFrNsJpbYW5phbmlCZaWVlhaW9Ducsft5/f5UL9/P+r37+/12DqDoTOpl4PMzkdWTm5sOc1kGpHj9NHoMxrqGSIa+Zqbm3DddVdi8+ZNAICJBQX4w7PPYmJ+wRH2pMEw4CTeiy++iNraWtx99909vp+RkYEvvvgCra2tWL58+UBPM2gqKipw7rnn4vHHH0dbWxsmTpyId955B42NjXjwwQdj2y1btgzffPMNamtrY+sWLVqEt956Cw888AD27duHnJwc/Oc//0FTUxOefvrpYbuGyy+/BFu3Vg7b+QZTV2JPJpNB1jk2j1wuh6zzIZfLIVcoDj0rFFAolZDLo89KlTL6rFRB0TkTXoomBWnpRgiQQK5QQa1WQ5WSAnVKClRqNW+ciGhYjYZ65oknHsXjjz8ybOcbDiKRCAqVCqqUFKhS1EjRaKBOSYkm5TRapGg00Hd2VdVotdB2dl/V6HTQ6vUwpBkwblwWPO3+pOqyMdZIpdJYwq9k2rRet/O2t8PS2oLWpmaYm5thbok+tzQ1obU5uuz1eOL26ereu2vHjh6PKek8d1Zu7mGJvuhy9vhcFJVMBpD8swbSyDca6hkiGtk2bfoW1157JVpbWwAAJ5wxHw88vhwpWm2CIxs7BpzEq66uxvHHH9/nNrNnz8a6desGeopB98gjj2D58uVYuXIlnE4niouL8cwzz2DOnDl97qdUKvHSSy/h0Ucfxdtvvw2v14vS0lI8++yzOPnkk4cpemDWrNkjNokXDkcHx/b3MmvWYBOJRFClpCBFo4l/aLXQdI4n1DW+kFang1anh1avh85ggE6vh06vh1QmG5ZYiWj0GOn1TFnZVKhUKnR0dBz1vmJxV0vurskSos8SiTQ2kYJEIoFYKoFUIoFEKoNUdqjFdrT1tgwyhRwymRyyw37skSvkUCiUUCqiP+h0/dCjUCqhUCigVKniHiq1GqrOxJ1CqYy2Oh8giVTEVlgjiDolBRPzC/psDeBxudDa3IzWpia0NDXB3NyEpsZGtDQ2wtzcDGtra1zX6nAohJbO93uj1emQmZODjOycWHfdzJxsZGRnIysnF6bMTMh6mFWU6GiN9HqGiEauN974J+6447bYZDo/vPVW/Khz/DsaPiJhgP1Rpk2bhiVLluBnP/tZr9s88cQTeOGFF1BVVTXgAEcji8V95I16IJWKYQu70WC1IRwS4rsSdS4LggAhtkqIdXsSOrs+ofP9w19HIpHYttEZ6cKICNEuUod3iQqHw4h0rgt/t3tUJBzrJhUKhhAKhRAOBTuXo12mgoHOme2CnV2jgkEEAn4E/IHY2EZxXab8PgR8XV2nfPB3+OD3+YatC5Vao4He0Nk9ymiAITUVemMqDKlGGFLTYExNjY5rlJ4GY1o6tDpdwlv/SaQi6HVqOF1ethgBy+O7krs8BBRo0ge8t8nEX/8ON9B6BgB8IR+agk74vAGEQ0JsWAbEhmfoHKqhK2nX9f4oldz/b4bfWCiPcDiMNoslltRraWpEc0MjWpqjibzWpqZu3XaPRCQSITU9HRnZ2cjMzkFGdjYysrOQmZ0DU1YWMrOzkZ6RMeJ/QEzmz0cgHEKh1gTpAG82Wc/EO5Z6RioVw2hMgd3ennQD9ScCyyMeyyNeMpRHOBzG7353H/761z8BAJQqFe559FGcef73EhJPstY1giBAL1PCpOxlctEj6G89M+CWeDqdDs3NzX1u09TUBLVaPdBTUA/UajXUKWO3S0/XYOYdHR0IBjoglQDm1ja0e9qjM+O1Rwct97Z7Owctd6Pd44G7c/Drdrc7us7thsflhs/b+5TXXo8HXo8HzQ0N/YpNKpPBmJaG1PR0pKalR59NJqR1PlJN6Ug3ZSDNZIJaoxnVN71ENHLJ5XKoFSkQi2Rjtq6hsU0ikUQnw8jK6nWbdo8H5uZmWFqb4LK3Yd+e/Wg8WI+W5ia0NjXB2tKKUDAY214QBLRZLGizWFDTy4/bIpEIaSZTdMbdzvObMrOQkR19Ts/MgCkzixNxEBHRsPF43Ljllhvw8ccfAQAyc3Lwh2dXoLisLMGRjV0DTuJVVFRg9erVaG5ujg2ierimpiZ8+umnmDdv3jEFSHQ4kUgUGzNPIjVCr1MjLTNnwDeaoWAQHrcbbqcTLqcDLocTrq5luwMOuw12ux0Oux0uux1Oux1Ouw3+ju7dgkPBICwtLbC0tBzxvEqVCukZmUjPMCE9MxNppozol/OMTKR3jvmTnpnJL+pERERJKEWjwaTCQkwuLeqxNUAkEoG9rQ2tTdGkXnQ8viY0NzWhtbkJlpYW2MyWaK+IToIgwGo2w2o295roi55bG0voHfrukIG0jIzO7xbRZaVSOaRlQEREo1t9/UFcddXlqKnZDgCYOnMm/vDMs0hNH3jvGTp2A07iXXfddfj888+xePFi3H777TjhhBOQkZEBs9mMtWvXYvny5fD7/ViyZMlgxks0qKQyGQyd3WKPhq+jA3ZbG+zWNjhsNtjb2mCzWmGzWmG1mtFmscJutcLeZoXL7ujWBdjX0YGGA/vRcGB/n+c5/Iu6KSsz+pyZGf2VPjMTGdnZMKalcbwmIiKiJCIWi2Mt8adUVPS4TSgU6pxttxXm5ma0NjdHJ+VobkZLc7Q1n81iRigYitsv2svAjQN79vQZg1anQ6rJFE3qmTKQZjqsh0C6CakmE1LT02FITeV4RkREFGfjxm9wzTWLYbVaAADnLFiAXz70MOQKRYIjowEn8ebMmYO77roLf/jDH2Iz1IpEoliyQiwW45577jniIKtEI5FSpUJ27jhk54474rahUAj2tja0mc2dXWmiv7JbW80wt7bAajGjzWyGzWJFJByO27c/X9QlEgnSMzJhyspERlYWxk0cD31qGtJMmbEuOKasLCj4B5eIiChpSKXSzgkwcoAZM3rcJhKJwNHWBovZHG3t39oKa2srzK0tMLe0wGpuRZvZDKfN3m1ft8sFt8t1xGSfRCKBITU1OgxIejqMXc9p0TF/U9PTYUxNhTEtDYa0NH6fICIa5d5999/4yU9uht/vh0gkwk133IFrbr6Fw0EliQEn8QDghz/8IY477ji8/vrrqK6uhsfjgVarRXl5ORYtWoSioqLBipNoxJJKpdHWc5mZfW733S/qVnMrLC2taG1pgbmlGZbWVrS1tsLtdMbtFw6H0doc7Z7TF73R2BlHVmfCL7tb6z6dwcA/zkRERElCLBZHW8yZTH2OPxQMBA77odACa2sr2qwWWFpbYTGbYescj8/R1tbtB8OuiTzaLJZ+xaTWaGKTe0Uf0cm+9KlGpKanIic3GzKlGjqdEfrUVGi0Wrb0IyIaAQRBwPLlf8TDD/8WAKBQKvHrxx/H/HPPS3BkdLhjSuIBQElJCe67775BCIVobOvvF3WfzwdrayssrS0wN7fA0toCS0srWpqbYGltiX6BbzF3+5Lu7BzTb/fOnb0eWy6XIz0zM9ayL/Zsyoiuz4yOt5OiGdiMO0RERDT4ZHI5snJzkZWb2+d2kUgETrsdbRYLbBYLbG3RoUDaLBZYLZbOoUEscLTZ4LDZun2XAA5N/NV48GC/YhOLxdAZDNAbjdAbjNAbDdAZjNAZ9NAbjNAZDNAZ9NDpDdFlvR46vZ6TgBERDaNAIIClS2/Ha6/9AwCQlpGBR1f8DaXl5QmOjL5rwEm8TZs24ZNPPsENN9wAk8nU7X2z2YznnnsO5513HqZPn34sMRLRYZRKJcZNnIhxEyd2e69rum2b3Q1rq7Vz5rxWWFqi3W5aW5qj3W9aW2FtaYGvoyNu/0AggKb6ejTV1/cZg0qtjk3G0TXWTnpGNAGZbsqIjcGjMxj46zsREVGSEIvFnd1k04CSkj63jUQicLtc0TF+O8cBtrdFxwK2tbXBZmuDw9YWS/i5nU6EQ6Eej+OwRbc5GhKJBFq9Hlqd7jvPemh0Ouj0Omg612m02uiyVhdb5rhNRET943Q6sGTJ1fjf/74EABSUlODx555HRg8TmFLiDTiJ9+KLL6K2tjY2Ht53ZWRk4IsvvkBrayuWL18+0NMQ0QBEx8mLJth6IwgC2t3uWJLPYjZHx9lpibbuM7e29DpWX4fX26+JOSRSKYxpaUgzmZDaOa7Od8fbSU1PR2paGnRGI6TSY24cTERERINALBZDbzBAbzAgD5OPuL0gCOjwuhEKdKChvgk2iy3aC8Bhh9PugMNug6OzV4DT4YDL4YDH6UTA7+/xeOFweEDJvy5yhSKa0NNqkaLVIiMnBw/95iEUFhz5WoiIxoqGhnosXnwJamujvbXmnnIKHvrzX5Ci1SY4MurNgO+Yq6urcfzxx/e5zezZs7Fu3bqBnoKIhpBIJIJGF/0Ve1JhYa/bhcNhOG22WJKvzWKGpdUc7cZrboXVbIHNYobd2tbtF/hwKBRt9dfa2q949EZjdODsznF2jKldy0YYDlvWG1OhNxo5uDYREVGSEIlE0Or10OuyYTRlIRwS+rWfz+eDy26Hy+mEy+mAy+GE+7Dl2HqXEx5ndLIOj8uJdpcboR5a/nUJ+P2w+f2wWa0AgJqqKvy7rAJ3LbtnUK6XiGikq67eiiuuWIjW1hYAwEWLF2Pp/Q+wYUWSG/C/TltbGzL6aOUDAOnp6WhraxvoKYgoCUgkkn6N1ReJROByOGDtGkDbGh0k22a1RmfjtViiXXLarHDZHbGZrLsIgnDUv7grVSoYjEbojEbo9AbojYbo+DpGA3R6A4xpRmRlZ0AqVyFF09kNR69n8o+IiChJKJVKKLOzj7rbliAI8Pt8cDmdaHe7O5N70SRfu9sNj9sNj8sFlzu6TqaQY9GiK4foKoiIRpbPPvsU119/DdrbPQCAm5cu5Qy0I8SAk3g6nQ7Nzc19btPU1AS1Wj3QUxDRCCIWi2Mt6I40zk4oFILTboe9rQ02q7VzvB0b7G1taLNaYbdZ4WizwW6LdsXxut09HsfX0YGWjg60NPU9M+93yRWKQ2Pr6PXRMXR0Omh0WmgOG0/n8G44Gq0WKRoNNFotVCkpHOuPiIgogUQiEZQqFZQqFZCVdcTtA+EQxmm7j+NNRDTWvP76q/jZz25FOByGVCbDLx95BOd9/+JEh0X9NOAkXkVFBVavXo3m5mZk9/DLWVNTEz799FPMmzfvmAIkotFHKpUizWRCWg+T4vQkGAjA6XDA0ZnUs9va4LI74HTYYbcdGmPH1TnGjsvpRLvL1a21X5eA3482S7Sl4ECpNRqoU1KQEnvWQq1JgTql86FOgVqTApX60DqVWg1VihpqdQpUKWqoVGoo1WqoVCrI5PIBx0JERERERNQXQRCwfPkf8fDDvwUAaLRa/P6ZZzHrCMOkUXIZcBLvuuuuw+eff47Fixfj9ttvxwknnICMjAyYzWasXbsWy5cvh9/vx5IlSwYzXiIag2Ry+REn6viuSCQCr9cNhP1obGiFvc0Gj8sNlzM61o7bdWicHbfbA0/nWDvtHvcRx9kBAK/HA6/H06/x/vpDKpNBpVJBoVJB1dmyQKlWR7sZqVRQKqPvKVVKKJTK6GulMvZaoeh8jj0UkCsUUCiUkCuiy6oUJdQqWa/JTSIiIiIiGn3C4TB++culeOGFvwMAMrKy8NjzL2DyEXpQUfIZcBJvzpw5uOuuu/CHP/whNkOtSCSK3RyKxWLcc889mDNnzuBESkR0FGKz6unU0Kdl9nuAbaBznB2/v3NMHRc87mhir93jQbvHA4/bDW/7oWWPxwNvezu87R54Pe3RBF97O3xeL3wdHf06ZygYhDsYhNvlGugl95tYLI4l9uRyOeQKBWRyOeRyeew5fl38+zK5DDKZLLosk0Mqk3W+J4NUJoNMJodMJoNEJo1u17mNVCaNLkuj66UyGSRSKaRSKXQG/ZBfNxERERHRWOPz+XDLLTfggw9WAgAmFRbiiRdeRGZOToIjo4E4pmlHfvjDH+K4447D66+/jurqang8Hmi1WpSXl2PRokUoKioarDiJiIaNSCSKtoBTKvvd5bc3kUgEHV5v7NGV3Ovo8KKjPfrs83bA622Hz9sRXd/12tcBX4cvmgz0++Dv6ICvowN+nx8Bvw/+Dh9CweCAYvJ1HitZZGRn48vP1iEtLS3RoRARERERjQoulxPXXLMY69Z9BQAonzMHj674G3R6/oA+Uh3z3MElJSW47777BiEUIqLRRywWI0WjQYpGMyTHD4fDCPj9nck9H/x+H/w+P/w+H4KBQHSdz4dAIIBQyA8RInC5PPB5/fD7fQj4/fD7u5YDCAYCCHQ+ggE/Av4AAgE/QsEggoFg53Ko83Ug9nyszM3NsNnamMQjIiIiIhoEra0tWLToEmzfXg0AOPnss/HbPz0JhUKR4MjoWBxzEo+IiBJHIpFEJ8zox0zgEqkIep0aTpf3qLoXH4kgCAiHQgiFQggGgwj6/YeWOxN9oVCoM5EYjCUBY8uhECYW5KOwkK23iYiIiIiO1b59e7Fw4cU4eHA/AODCRYuw7Le/g0QiSWxgdMwGJYkXDodht9sR6KU1Rg77WhMRjVoikahzzDsZlCrVAI/CyTaIiIiIiI7Vtm3VuPzyBbBYzACAa378Y9z8819AJBIlODIaDMeUxNu2bRueeOIJfPvttwj2Mi6TSCTCjh07juU0RERERERERETUh/Xrv8ZVV10Gl8sJALjt3nux6LolCY6KBtOAk3g1NTW48sorIZFIcOKJJ+Lzzz9HSUkJ0tPTsWPHDthsNsydOxe5ubmDGS8RERERERERER1mzZpPsGTJ1ejo6IBEKsU9jzyC8y5ekOiwaJANOIn31FNPAQD+9a9/oaCgACUlJTjzzDNx6623wufz4fe//z0+/vhjPPTQQ4MWLBERERERERERHfLuu//G//3fjQiFQlAoFPjdX5/CSfPnJzosGgLige64adMmzJ8/HwUFBd3eUyqV+PWvf42MjAw88cQTxxQgERERERERERF19/LLL+Cmm5YgFAohRaPBEy+9xATeKDbgJJ7b7cb48eNjr6VSKdrb2w8dWCzG3Llz8fXXXx9bhEREREREREREFOepp/6MO+64DYIgwJCair+8+k/MmHtcosOiITTg7rRpaWlwOp2x1yaTCQcOHIjbxu/3o6OjY+DRERERERERERFRjCAIePTRh/HHP/4eAJCRlYU/vfIP5PXQU5JGlwG3xCsoKMC+fftir2fOnIm1a9diy5YtAIA9e/Zg1apVyM/PP/YoiYiIiIiIiIjGOEEQ8Jvf3BNL4OVOmIBn3vwXE3hjxICTeKeddho2btwIs9kMALjxxhshCAKuuOIKzJs3DxdeeCFcLhduvvnmQQuWiIiIiIiIiGgsikQiuPPOn+OZZ/4CAJhUWIhn3vwXsseNS3BkNFwGnMRbtGgR/vvf/8JgMAAASkpK8OKLL+Lkk0+G0WjE8ccfj2eeeQZnnXXWUR33ww8/HGhIRERERERERESjTigUwk9/egteeuk5AEDx1Kl46rXXkZ6RkeDIaDgNeEw8mUyG9PT0uHUzZ87EihUrjimgX/3qVyguLu5x1lsiIiIiIiIiorEkGAzi5puvx8qV7wAAps6ciSeefwEanS7BkdFwG3BLvKGSnZ2NW2+9FR6Pp9dtfD4fbr311mGMioiIiIiIiIhoePn9flx77VWxBN6MefPwp5deZgJvjEq6JN6TTz6J1tZW3HXXXT2+b7FYcMUVV2DNmjXDHBkRERERERER0fDo6OjAggUL8NFHHwAA5p5yCh5//gWoU1ISHBklSr+TeNdffz2qqqoGdBKv14sVK1bg1VdfPeK2BQUF+N3vfodPP/0Uzz77bNx7tbW1uOyyy1BbW4tf/epXA4qFiIiIiIiIiCiZeb1eXHHFQnz00UcAgBPPOAOPPrsCSqUywZFRIvV7TDy73Y7LL78cs2fPxsUXX4yzzz4bWq22z30qKyuxcuVKfPDBB/D7/fj973/fr3Odf/752Lx5M5588klMmzYNJ5xwAr788kv8/Oc/h0gkwtNPP41TTjmlv6ETEREREREREY0IHo8HV111Gdat+woAcPr55+H+x5dDJpcnODJKtH4n8d5++2288847+Mtf/oJ77rkH9957LyZNmoSysjKkpaVBp9PB7/fD6XRi37592LZtG9rb2yGRSHD++efj9ttvR05OTrfjVlZWorS0FAqFIm79XXfdherqavz85z/HlVdeiWeeeQZZWVl45plnUFhYeOxXTkRERERERESURDweNxYvvhQbNnwNADj/kgX41aOPQgRJgiOjZHBUs9MuWLAAF198Mb788ku8/fbb2LBhA1auXNltO7FYjOLiYpx55plYuHAhMvqY8njRokWQSCSYNGkSpkyZgilTpqCsrAylpaX405/+hAULFuCpp55CRUUFnnrqKaSmph79VRIRERERERERJTGXy4lFiy7Bxo3fAADO/cHF+OOKp+Bp9yMcEhIcHSWDo0riAYBIJMJpp52G0047DQCwZ88etLS0wOFwQKFQIDU1FYWFhUfsatvlpptuQk1NDXbs2IGVK1di5cqVEIlEEIlEGD9+PHQ6HQRBwA033IBIJHK04RIRERERERERJTWn04HLL1+AzZs3AQDOv/RS3PvoHyCRsAUeHXLUSbzvKigoQEFBwYD3/9nPfhZbtlgs2LFjRyypt2PHDjQ0NAAAfvKTnwAA0tLSUFpaiilTpsTtS0REREREREQ00jidDlx22cXYsmUzAODCyy/HXQ8+xAQedXPMSbzBZDKZcOqpp+LUU0+NrXO73d0Se+vWrcNXX33FJB4RERERERERjVgOhx2XXXYxKiu3AAC+f8UVuPOB30IsFic4MkpGg57Eq6+vx4cffoi9e/ciHA7DZDJhzpw5OOmkkyAfwEwqWq0Wxx13HI477rjYOr/fj9ra2sEMm4iIiIiIiIho2Hw3gbfgyiux9IHfQiQSJTgySlaDmsR788038cADDyAcDsetf/HFF5GTk4P7778fJ5100jGfR6FQoLy8/JiPQ0REREREREQ03Lol8K66Ckvvf4AJPOrToLXP3LZtG+6//36EQiEIgtDt0djYiJtvvhlr1qwZrFMSEREREREREY0oTODRQA1aS7xXXnkF4XAYIpEIJ510Ei699FJkZGSgtbUVX3zxBd5//32EQiH88pe/xEcffYTU1NTBOjV9hy3gxb52Gw567bAHO+ANB+ELByEViaEQS6GTKZGp0CBXpUeBJh1yMQfLJKLehUIhBAMBBAIBhIJBBAJ+hAJBBINBBAOB6HMwgGAgiFAwGHsdCgYR7NwuHOraPohQKIRQKIjQYct5BQVYevPt/OJCRERERKNa1yQWTODRQAxaEm/Tpk2xBN7f/va3uPfOPfdcfP/738ePfvQjuFwuvPnmm7j55psH69TUyezz4Ku2fdjtsfb4fkAIIxAJwx3yo7HDic2ORkhEYhRq0nF82kSYFJphjpiI+iscDsPv88HX0QG/z9d92deBgD8Qe+33++H3+RAIdD77/QgGAhAiIXg83ti6gN+PQCAQe/+7y8FAAJFIZFiu8ZwTTkNFxYxhORcRERER0XBzuZxxCbwfXHUV7mACj47CoCXxzGYzAGDRokU9vn/88cfjuuuuw4oVK/DJJ58wiTfIvrXV43PL7m7r5WIJtFIF1FI5IoKA9nAA7qAfYSF6Ux4WItjpNmOn24zzs0oxVZ813KETjSoBvx/tHg86vF54PR54vV542z3oaPeio8Mbffa2o8PbEXv2dXjh9Xrh83rh6/Cho6NzuStR19GBQCCQ6Es7ZmKJBFKZDFKpFBKpNG65oKQYxcWliQ6RiIiIiGhIuN0uXH75AmzZshkAcPEVVzCBR0dt0JJ4gUAAIpEI48aN63WbCy64ACtWrEBdXR0CgcCAZqul7j5prUWloyn2WiISo1yfjSm6TGQrdRB/549CKBJBQ4cDuz1WVLtaEIxEJyLxhPzDGjdRMgkFg/C43XC7XGg/7NnT+Wj3eNDucaM9tuyB19MeXefxwNveDm97O0LBYKIvBQAgEokgVyogVyghk8shVyigUCqgVEVfy2QKyBVyyBVKyOWyzm2UUMgVUHRuH10njz7Lu54VnfvLIJXJOtfLIJVFt5HKZJDKpJDLFZBKpZBKpZB1rheL+xqGVYBSqRy28iEiIiIiGi4ejxuXX/4DbNq0EQBw0eLFnIWWBmRQZ6cFAImk9/HV8vLyAES7hdntdmRmZg726cecSkdjXAIvXZGCH+RMg0Gu6nUfqViMvJRU5KWk4sT0SVhvO4CN9obhCJdoSIVCIbidTricDrgcTnjcToQCHWhtNsNp71zvdMLtdMLtdMHjdsHtcsHjcqHD6x22OKUyGZRqNZQqFZRqVfRZpYZKpYIyRQ2VUgWlWg21unNZpYJKrYJCqYJCqezcXgmFIrqsUCoPPRQKKJRKSGWybl8KJFIR9Do1nC4vwiFh2K6XiIiIiGis8ng8WLz4Umzc+A0A4ILLLsOy3/7uCD9w00gRiURQU7UV2yu3Yv5p82GaOrTDAw16Eq8vh7e883g8TOIdI1vAizXmQ11o0+RqXDF+BpQSWb+PoZLIcLppMgo1JriDvqEIk2hAwuEwXA4HHDYbHHYbHG02OOx2OO02OGzRZ6fdAYfdBpfDAafdDo/bPWTxqFJSoNZqkKLRQJ2iQYpWC7UmBSkpKdBotdBotIfeS0mBKkUNdYom+qxOgTolBaqUFKhUKsjYCpmIiIiIaNRrb2/HlVcuxIYNXwMAzr/0Utz90MNM4I1wvo4OfLv2K/x39adY9/lnsFmj8xJ89v77WL3q8yE996An8frbHFQQ2ArkWG2wHYyNbScSifC97NKjSuAdbpxKD6j0gxkeURxBEOBtb4fNaoXNaoW9rQ32trbO5UOv7W1tcNiiibnBnFBBrdFAo9dBo9NDq9NCq9dDp9NDq9fDYDBAo9VBo9NGn7VaaHSdz1ot1BoNK1oiIiIiIuo3r9eLa65ZhK+/XgsAOGfBAvzy4d/zvmKEsre14as1a/Df1Z/gm6++QsAfPxyZVCrFGeedP+RxDHoS74orrkBxcTFKS0tRWlqKkpISTJ48GVLpsDb6G/XaQwHscLXGXhdq0pGl1CUwIhqrQsEgbFYrrGYz2qwWtJnNaLNYYbNY0GaxoM1qgc1igc1qha+j45jPJ1cqoTMYoDUYYEg1Qm8wQm80wmg0wmBMhc6g71xngD7VgPETchCBFCL03tWfiIiIkl8oFIqNW+t2OmNDYsSGx3C7o68PX+4c21ahVOIvTz6D4+Ycl+jLIKIxwOfz4dprr8D//vclAOCsiy7CvY882ufwY5R8mhsa8MXHH+O/n3yMqk2bujUy0RoMOO7UU3H6WWdj7kknISfVNOQxDWpmTRAEOJ1OfPvtt/j2228PnUQqxeTJk1FSUhJbFw6HB/PUY85+ry3WCg8AyvXZCYyGRqNQMIg2iwVWcyssrWZYW1thNbfCao6us7a2os1igcNmO6bzKNVq6FONMKalw5iWCmNqGlLTTUhNS4MxLRWG1FQYjJ3PqalQqnof7/G7OAYcERFRchEEAR1eb3QoDIcDLocjNpZt17Lb6YTL4YTb1TWOrRMulwtej+eYzv3fLz9nEo+Ihpzf78eSJVfhiy8+AwDMP/98/PqPjzGBN0Ls370bn6/6CF98/DHqtm/v9n72hAk4+awzcfpZ52DqzJmxBmvD1dt00JJ49913H2pqarBz507U1dWh47AWN8FgEDt37sTOnTtj3W0vueQSTJw4EcXFxbFHUVERcnJyBiukUa3B64x7PU5lSEwgNOIIggCX0wlLSwssra2xZ2trKyyth5btbW0D/kOkVKthTE9HqikdxvR0pJsyYDKZkGYyITU9Hanp6TCmRZ+PJilHREREyaNrqAyn3Q67rQ1upwOBDg+amlpht9rgdNjhtNmjz3YHXA47nA4HgoHAoMcilkii49VqNdBotNDotEjRRofJ0Oq0yMjKxg033Dzo5yUiOlwwGMSNN16LTz/9BABwyjnn4P4nlrNnYhITBAF7amvx2Ucf4otVq7Bv165u20yeWoZTzz4HZ5xzLvImT07orMKD9klatGhRbFkQBOzbtw87d+5ETU1NLLln7RzsD4g2h9+zZw/27t2Ljz76KLZeo9GgqKgIJSUluPfeewcrvFGnxX9oAP80uRpyMbP6FP1/1dLYhN279qK1sQXmlpZoYq6lFeaW5ljS7rv99/tLo9MhNcOEtIxMpGdkICMzExmZmUjLyEC6KQOpnYk6dUrKIF8ZERERDQefzwe71QpbmxV2a9t3xqztXLbZohNPtbUhMIgJOZlcDo1eD61eB61eD61OD53BAH3nOLY6Q3QsW41OB50u+qzV6aDR6aBSq/u8qQqEQ9BqOfQMEQ2dUCiEm25aglWrPgAAnHDGfPzuT09CKhvYuPU0tPbU1mLNhx9gzQcf4ODevXHvicViTJk1E2ecex5OO/scZOXmJijK7oYkHSwSiZCfn4/8/Hycf/6hgf2sVmtcUq+mpgYHDhyI61fsdruxadMmbN68mUm8PnjDh74waaSKBEZCw6XD6421mjO3NMPSEm05Z25pia5vaYHNah3QZBBKlQqpGRlIy8xARlYWTJmZyMrKQXpmBtIzMpGRlYVUkwkKBT9rREREI03A74+NUdtmscTGru2abKrNGl22W63wtrcf8/lEIhG0BgO0Bj30xuj4tYbU6Bi2qcY06I0G6PQG6Lqe9XrojEYolcpBuFoiouEXDodx660/wvvv/wcAMPeUU/DwX56CTC5PcGR0uIN792L1++9jzQfvd2txJ5ZIUD53Ds48/3s4/exzkGoa+vHtBmJY23Smp6fj5JNPxsknnxxb5/P5UFtbG5fcq6urg8/nG87QRhxfOBRbVkj698+4qmUn3KG+W2Cdn1WKFCn/0Ayn3saeO7yrq6WlFe0e95EP1gN9WirSMzNhysxCRlYmMrOykZGVDVNWZvQ5MxMpWm1CmwQTERHR0fN1dMDS2oo2sxlWszm6bDF3vragzRJd73Y6j3ywPkhlMujTUqMTSaWlwZiaBmNaGlJT05CangZ959i1aaZUjJuQA4jlgMDZF4lobIhEIrj99h/j7bffAgDMPvFE/OGZZyFnA4ik0NrUhNXvv4dP338ftdu2xb0nlkhQMe84nHX+BTj9nHNgSE1NUJT9l/CO2UqlEhUVFaioqIit6+qOS707fFILqah/X5LqO5ywB7x9bhMSOOHIYOgaI8ZmPWyWVou5M1lnOewLthn2trYBnUMqlcKYkQFTViZMmZkwZWUjd1wu8vInQqMzIs0U7fLKX3+IiIhGlnA4DHtbW+ePeS0wN3eOWWuO/sBnNZthaWmBxz2wH/iAaCt8Q+f4tV3j1ZrSo0NjpKalRce2TYsm6/r7Yx8nlCKisSYSiWDp0tvxxhv/BABMnzsXj674G1sWJ5jT4cDnH32IT1auROU338SN9S4WizF1zmycc+FFmH/ueSMicXe4hCfxetLVHZd6pxRL4Q0HAQD+/2fvvuOjKvPFj3+mZDLpvSckJKRBSOiIKKCAgFQRaSoWWHvZXXdd997du93f3i2uou5dOxYUUSlKEaQoTekQAiEEQgik956p5/fHhMExgJQkM0m+79drmMlzzpn5zsPMPDPf8xSr+Uf2Fu3BaDBQW1PTOh9M61wwVRfmiTk/JOX8xXAdvUm9/fwICgslJCyM4DBb77mw1l5zIa3DXf0DA1GrHRO48uVZCCGEcG1ms5mq8nJKi4spKymmrLiEsvO3S0qoKCmhvKwMi/nqv9+pVCr8AgMJCAkhJDSUwNAQQkPDCAkNsy8uFRQaSmBwsMxfK4QQ10lRFP7rv37J++8vASBt0CD++dbbsnCfkxgNBnZu2cKXq1exa+tWzCaTw/bkARlMnDad8ZOnEOSiQ2WvhEsm8cSPc9e42ZN43x9aezk/6T28TVlBUzXLzh5qz9BcmtVqpbmxkYb6eurr6mioq6O+rpa62jrqampst2tqqKuppa62hrrqGmqqq6itqaGpoeG6H9/H35+A4CDbQhChYYSEhhIWHm5fGCKk9bbMPSeEEEJ0PYqiUF1ZSVlxMSVFRZQVF1FaXExpke26rLiYitLSa5q/9vwJvuBQ2/eFsPAIW4IuPIzg0DB7ck5WQBRCiI6nKAq/+91/8/bbbwCQkp7Ov95+R06QdDJFUThy4ADrV6xg89o11NfVOWzv1SeB26bPYNK06UTGxDgpyvYlrXwX5e+mtw+NrTRe/wTErkZRFAwGA4aWlh9cmmlpbqG5qQmjoRkVVqqqamisb6S5qZGmxkYaG75/u4HG+gaaGuppqK+nsaHBoStte/D288M/KBD/wCDbGe6QEIJbrwNDQggKDrGXy9BWIYQQoutqbmpqTcoVUlpURFlJMdXlZRTkF1BSaPv7aleAV6vVBIQEExRmm6s2LCKCsPBwwiIiW6fMCCckPFxO8AkhhItQFIXnn/8j//nPKwAk9uvLS+++h7evrIDdWYrOnuPj9z5kzfJPOXcm32FbYGgI46ZMZcqdd9InJbXbzf0uSbwupKWlhR3f7qKkuoYGcy2l1gtZ5q/ObcZbpQVFsSeplNbbCoq9XFFay61WFEWhDAPntLUotgPYlF2J3qLCarGgKFYsFiuK1YrFasFqsWK1WC7ctlqwmC2YLWYsZguW1muz2YTZbMZsMmP53m2TyYjZZMJ0/mIwYjIZMRmNGA0GjOevW293NpVKhaePNz5+/vj6++Hj549fgD9+/gEEBgQSEBSEX2AA/q2TNwcEBeHn7y9Lhgshug1FUTh44AAFdaUYW8xYLa0nPVQqVN+/qG3XapUaVCrUajVqtQq1WmO7rVGjUqnRarWo1Wo0Wi1qjRqNRotWo0Hj5nbhWqtFo9F0uy9YouuxWq1UVVRQWlRISVGRrfdcUZHD7Zqqqqu+34DgYIIjbD3nwiIjiYyKIjTCtshUaHg4wWFh0ntOCCG6kH/+83956aV/AtA7KYnF776Pr5+fk6Pq/lpaWvhmwwbWffYpe3fudOico/fw4KbbbmPqnbMYPGIEGo3GiZF2LPnG0IXceec0vv12l+2PUH9UE4fYt+06cBKy8q/+TsMCUE0YbP9z32c7oLHrrQysc3dH7+mJu4cHnt5eeHp54enljZePN95e3nh5e+Pj44u3ry/ePj74+Npu26/9/PDy9u7Wb3YhhPgxL7/8In/+8+86/XFVKhVaNzfc3Nzs125ubrjpdLjp3HF3d8dNp8Nd747O3XZx1+ttF3c9eg8P9B569HoP9J6eeHh6oPfwxNPTEw8vLzw8PfHy9m5tG7ykV3QP1Vhfb+tFV1xMWfGF5NyFoa/FmK7yJKKHlxfhMVGt89dGEhkVTXhUJGGRkbaedGFhsjqhEEJ0I4sX/4u//e15AGITEnjlg6VdbmGErkRRFHKysvhi+XI2fr66zYJO6cOHMW3WXdwycVKPGcosSbwuJPD7Hw5lNVDXBL6eAKiSolCOnoF2Hir6Q7beFmrUGg1qjQaNVoNarbH1ttBq0Gg0tp4WWi1aNy1qjbb1R5mtzE2nw81Nh5vOrfVah06ns/0ga/2h5q7Xf+9Hmu1vvd7Ddu3hgV6vx93DA28fL8LCgjCYFVRI8k0IIa5XQECAUx5XURRMRuNVJ1Culc7dHS9vb7y8fWwne3x88PLxsZ/suXCCxxf/AH8iosJQa/V4+/jh4+srSRkX1NjQQHnJ+QUiSigtLqa85HzCroSy4qKrXslVrdEQGBJCaGQEYZFRREZFERkVTWhEBOFRUYRHRuIX6CcLSgkhRA/x2muv2k92RsXG8vIHSwkMDnZyVN1TfV0dG1at4vPlH5N77JjDtrDoKGbePY8J06YTFhHtpAidp0cl8YxGIy+99BKrV6+mrq6O5ORkfvrTnzJy5Mirup8HHniAXbt2cffdd/M///M/HRRtW++99xHHzp6gqLIaq0Uhx1DNjqYiaB2BNPD+xxniGQbYejW0Gf6kUoEKVFz4u9jcxOqqHECFWqXi/if/gp+b3p6sU6nVaM4n7dRqlxrupNGq8Pb1xCJfnIUQLqKrtzP33ns/t942jjP15RiaTVjMtsn37dMz2OZkwPr921YrVsWKYlWwWCxY7VMuWLFYzFgttikZfjjtgu3abJuCoXX6BZPJdttkNGI0GjEYDZiMRtscqYbW2y3NGFpsfxsNLRiaWzCcv25uvqJ5T89P3VBdWXlN9eTh6Ymfvz8+/rYpF3z9/fDzD7BNwRAQaJ+KwS8wAD//APwDAvDy8XGpNrSraGlpobKsjMrycirLyqgoK6WirJzy0hLKS0qpKCulvKSUxoarS9ABePp4E9I6rDUiOorIyGjCIyMJj4oiLDJShrkKl9TV2xkhuqq3336D3/721wBEREfz6tIPCQkLc3JU3cv5RSpWL/uIzWvXYmi5MEJQ5+7OTRNuY+aceQwZeQMB/t499gRaj/pm8txzz7FhwwYWLFhAXFwcK1eu5KGHHuLdd99lyJAhP34HwMaNGzl06FDHBnoJKpWKhMQ+uAdWYzErxChWys+qKWq2zY13SmUgMciD/n4RV3yfLU3V6JsuLIHt4+uDj5ssiS2EENeiq7czABERkWgi/WlpNHa5L0bnF0VqaWqi2X45v+BRE02NDTQ1tC561NBgW6m8vo6G+joa6utpqKujsb6Bhrq6y65Ifv6+S4qKrjg2jVaLn78/fgEB+Pn74xsQgO/35l71C/DH188fX39/fP388Gm9eHh6dqvkn8lopLamhtrqamqrq6mpqqKmqorqykqqqyqprqykqqKCqvJyqioqrrr33Hk6vZ7gsDBCImwLRERERhIRFUVoRKRt4YiICLx8fNr52QnR8bpDOyNEV7N06Xs899wzAIRGRPDK0g8Ji4x0clTdR0NdHetXrWTVhx+RdyLHYVt8agrT585l0vQ78GldOESt7j7fi65Fj0niZWZmsnbtWp599lkWLlwIwIwZM5gyZQr/+Mc/WLZs2Y/eh8Fg4K9//SuLFi1i8eLFHR3yj9Ko1EyL6MeSM3tpsZhRFIX1JccpaqnjxsA4fNwuP9zHYDFzor68k6IVQojurTu2M12NSqVCr9ej1+uve34ai8VCQ309TQ11WMwtFBeVUltVS211NXW1NdRW11BTU01NdTV11dXU1tRQX1NDQ13dRXsDWsxmW3KqouKq4tBotXj7+NiG9/r44uVjGwJsGw7sjYfn+XlgPdF7eKL38MDD0wN3d7197kDb3IJu6HTuaLS2xUXOT4uhtvfUV9mn5LAqim0hK4sFq9VqW5jKaOspabGYcNNCZWUtzY3NtLQ009LU3LoqfBNNjY00NdoSpI319dTX1dFQV0d9bR11tTU0NzVd1/8LgG9AAAEhwYSE2VZuDQuPIDwyonUV1zBCIyLx9fPrVslPIUDaGSGc4ZNPlvHznz8JQFBoKK98sJTImBgnR9U95GRlsWLpB2z8/HNampvt5XpPT8ZOncKs+feQ0r+/EyN0TT0miffll1+i0WiYM2eOvczd3Z1Zs2bxwgsvUFxcTETE5XuwvfHGGyiKwsKFC12m0fN10zM3eiArio5QZ7J1Nz1cU0RWbQm9PP3p5RmAv5seD40bKlQYrGZqTM0UNdeR11iJ0Wqx35dGpUajUjvrqQghRJfWXduZnkqj0eDn709gcAB+vp7E9rmyIRsWi4WGujpqqquora6htqaa2qpq+3V1dZWtB1qNrSdafU0t9TU1mM3mi9+f2Wzvtdad6T098QsKxD8gkMCQYIKCQwgOCSEkNIyg0FCCQkLsF5mTUPRU0s4I0blWrfqMJ598BEVRCAgK4pUPlhLTu7ezw+rSjAYDm9etZcUHH5B18KDDtvi+qdw5/x4mTp/eYxapuBY9JomXnZ1NXFwc3t7eDuXp6en27Zdr9IqKinjjjTd4/vnn0ev11xWLWq26pi6gGo0asKBRq0FrtZdHePtwf/wQvizJIbe1Z50VK/nNVeQ3V132Ps/n7Pp4BzM2LBE/3fU9t86kUasvXH+vPnoyqRNHUh+OXLo+FBVabdc+idAd2hkAiwqwuujrxAmu9n2j0WoJDAkkMOTKewIqikJzUxP1tbWtQ01rqK+tpb6uzuG6rq6O+ro6Guvr7UOCW5qaaGpswtji/JXlde7ueHjZVgT28vGxLxji5+dnmzfQzx//wEB8/f3w9fcnIDAQ/8BA/AIDr/s17ywu/bnqBK5cHxqVCq1WhVbdddua7tLO2H7TXLju6aQ+HLlKfXzxxWoefXQRVqsVv4AAXvnwAxJSEjs9Dlf+XL0apcXFfPb+B6z+aJnDnMQ6vZ5bp0xm7n330Tcj/Yruy1XrRFFAq1V3+G+aHpPEKy8vJyQkpE35+bKysrLLHv/Xv/6V1NRUJk+efN2xBAZ6XfMQj8YmE97ebRtdPzx5MHA4hU217CrN51R9Bc1m02XvK8Ddk77+YQwMiiJE733ZfV3Zxeqjp5M6cST14chV6yPAr2ufcesu7YzRYqa4tsFlXyfO0tH14e/nRURE29fPlbJYLLQ0N9vn6zO0GGhpaaGluRlT61BYo8GAxWzGYrFgMplQrFYURcFqtS1Qcn7RK7VaZVuBvnXIrc7NDTedDq2bFne93raKvE6Hh6cHeg9PPDw88PDy7NGLQMj7xZEr1ofBaibAzwutWuPsUK5Zd2lnzvP1lXm4v0/qw5Ez6+OLL75g4cL7sFgs+Pr58c6qT+h3hQmmjuKKn6s/RlEU9n+7m/dff5OvvliLxXJhFGB07zjmL3qAWXfPw8/f/5ru39XqRFEU/N09CfDo2N80PebbVktLCzqdrk25e+uQjJbLnMH+7rvv2LhxI8uXL2+XWKqqGq+9J54WGhpasFgvnnH2xo3bghJRAvtQZmigythEk9mEwWpGq1Kj17jho3Un3MMHD42b7SAj1Bqvf46azqZRq/H21l+2PnoaqRNHUh+OXLo+FKi2Nl7z4QEBzk8Adod2BsCisr02XPJ14gQu/b5pQ42b3hu3Djwxd7H6sAKNTUbA2GGP66q61uuj47lyfRgtZqqtjdecxJN2xtH1tDMajRpfXw/q6pqxWFzrdeIMUh+OnF0fX321kXvvnYvZbMbLx4eX3n+X6N59qK1zzu9lV/5cvRSjwcDGz7/g43feISfrqL1cpVIx7JbRzL//AYaPuhl1a4+6q61bV60TRVFQuSm4tVzbZ+OVtjM9Jomn1+sxGtt+uTQYDPbtF2M2m/nLX/7C9OnT7V3Vr5ftjPc1rvinBYvVekXz8gRrvQnWXuKLvEKXW3Wwjdaus1daHz2C1IkjqQ9HLl0fCmaz6zTC16K7tDNWtRVUrvo6cQKXft84gdSHI6kPRy5cHxaLgtmsgLrrtjXdpZ05z2Kxdvm2vz1JfThyRn18/fUWFiyYh9FoxNPLixfefoeUtAznfp658OfqD1VVVLBy6VI+++B9hyGznj4+3H7XLOYuuJ+oXr0AUKxgueaciGvWiaIomFUd/7rtMUm8kJAQSktL25SXl9vmkAsNDb3ocatWreL06dP84Q9/4Ny5cw7bGhsbOXfuHEFBQXh4SPdnIYToyaSdEUII0ZGknRGi4+zYsY0FC+ZiMBjQe3jwj7feIn3wYGeH1SWczs1l2dtv8eXKlQ4nGqJ6x3HXffcz9c5ZslBFO+oxSbyUlBR2795NQ0ODw2Swhw8fBiA1NfWixxUXF2MymZg3b16bbatWrWLVqlW8+uqrjBs3rmMCF0II0SVIOyOEEKIjSTsjRMfYtWsH99wzm5aWFtz1ev7+5lsMHDbc2WG5NEVROLh7N0tff51dX2912DbgxhHcs3ARI0aPsQ+ZFe2nxyTxJk6cyNtvv83HH3/MwoULATAajaxYsYKMjAz7Sk5FRUU0NzeTkJAAwO23337RBvHxxx9n9OjRzJ49u926pQshhOi6pJ0RQgjRkaSdEaL9fffdt8yffxdNTU3odDr+9/XXGTJihLPDcllms5mvN3zJh6+/QfaRTHu51s2NW6dNZcGih0hITnZihN1fj0niZWRkMHHiRF544QUqKyuJjY1l5cqVFBYW8pe//MW+369+9Sv27NlDTk4OAAkJCfYG8Ieio6PljJUQQghA2hkhhBAdS9oZIdrXnj27mTfvTpqaGtHpdPz1tdcZftPNzg7LJbW0tLDu00/58M03KCwosJd7+/kx4+67mXff/QReZPVs0f56TBIP4G9/+xsvvvgin3/+ObW1tSQnJ/Of//yHoUOHOjs0IYQQ3YC0M0IIITqStDNCtI99+/Ywd+5MGhsbcNPp+Mu//48Ro0c7OyyXU19Xx2fvv8/yJe84LFYRFh3F3AcXMn32HDw8PZ0YofMoisKp48fZvWM7e3fsIOfoMWbffQ9//u2fOvRxVYqiuM5yHj1EeXn9NR2n1appcbdwrrLapVZhcRaNVoWfrye1dU1SH62kThxJfThy7fpQSPAOvuajQ0J82jGWru9a2xmwrU5bpmqipdHogq+Tzufa75vOJ/XhSOrDkSvXh9FiJtEnBO01zs8k7Yyj62lntFo1AQFeVFc3ymqsSH38UGfUx/79e5k9+w7q6+vQurnx/L//zc1jXbNHqrM+V6vKy1n29tt8tvQDmhoa7OXxqSkseORRxk66Ha3WOX3CnNnW1FRVsWfHDnZv38bubduobF1Y6LyBQ4eyYe3ma7rvK21nelRPPCGEEEIIIYQQQvRMBw7sc0jg/fmVV1w2gecMpUVFLH3jdVYvW4bRYLCX9x8+lAceeZwbRo1CpVI5McLOZbFYOH4kk2+//oZvv/ma7MxMftgPTqVSEd83lWEjb+KhRY90eEySxBNCCCGEEEIIIUS39sME3p9efpnR429zdlguobCggPf/83+s/ewzzCaTvfyGsbey6PEn6DdgoBOj61x1tbXs3raNXVu38N22bdRUVbXZJyAkhKE3jeSmMbcydORI/AMDURQFPzd9h8cnSTwhhBBCCCGEEEJ0W98fQqvRavnj4sWMuW2Cs8NyurOnT7Pk36+yYdUqLBYLAGq1mlGTJrLw8Sfpk5Li5Ag7nqIonDl1ih2bN7FzyxaOHDhgr4vztFotqYMHcuPoMdw0+hYSUlKc1iNRknhCCCGEEEIIIYTolvbu3c2cOTNpaKi398Dr6Qm8grw83nn1FTauXo3Vapt7UKPVMnbaNBY9/gQxvXs7OcKOZTabydy3j+2bNrF98yYKz5xps09gaAjDR49m1K3jGHrjjXj5uMbcqJLEE0IIIYQQQgghRLeze/d3zJt3pz2B9+dXXmX0+PHODstpzp4+zduvvOyQvNNqtdx250wWPf4kEdHRTo6w4zQ1NrJ72za2fbWRnVu3Ul9b67BdpVLRJ60fN48dx+hx40lMTXXJ+f8kiSeEEEIIIYQQQohuZdeuHcyffxdNTY1o3dz4y6v/ZtS4nrmIRWFBAW+/vNhh2KzWzY2Js+5k4WNPEB4V5eQIO0ZNVRXbN23im40b2LtjB0aj0WG7u4eeQSNvZMzY27jp1lsJDAlxUqRXTpJ4QgghhBBCCCGE6Da2bfuae++dQ3NzM246Hc//+9/cdOtYZ4fV6UoKC1ny6ius+fRTLGYzYOt5N3HWnSx64inCIiOdHGH7Ky8t5ZsNG/h6w5cc3L3b3uPwPP+gIEbceitjJ0xkyMiRuLu7OynSayNJPCGEEEIIIYQQQnQLW7Zs4v7759PS0oK7uzv/7z+vMWL0aGeH1akqy8t599+vsuqjjzC19j7TaLXcdscd/OSpp4iI6l7DZsuKi9myfj1b16/nyIH9KIrisD2iVwyjJkxg7IRJ9BswALVa7aRIr58k8YQQQgghhBBCCNHlrV+/lp/85D6MRiPuej1/e/0Nht10k7PD6jR1tbV88NprfPLuElqamwHbarNjp0/j4ad/RlSvXk6OsP2UFhez6Yt1bF63lqwDB9psj0tOYsyEiYybdDvxSUkuOb/dtZAknhBCiHZnMhqpq62ltrqa2ppq6mpqqaupoa62xuF2fW0tdbW1RMfGsuQ/S7pcd3YhhBBCCOEaVq9ewaOPLsJsNuPp5cXf33iTQTfc4OywOkVzUxMfv/MOS19/jYb6env56Nsn8ejPnyE2PsGJ0bWfqvJytm5Yz9b169j/7e422xP69WXc7bczdtJkYuLiOj/ATiBJPCGEEJdltVqpr6ujurKSmspKaqqrqamqpKaqipqqamqrq6iprqa2ypawq6mupqmh4aoeIycri+zsowwYMKiDnoUQQgghhOiuli1byk9/+jhWqxVvHx9eeGcJ/Qd1/++VZpOJ1cuW8fbLi6mqqLCXD7tlDE/84pckpvZ1XnDtpKGujq83bOCrLz5n365dbea4S+jXl3GTJ3Pb5KlExsQ4KcrOI0k8IYTogcwmE1WVlVSVl1NVUUFleTnVlZVUVVRQXVlJdeX5a1uy7vwqVtdLrdHg7eeLr78/3r6++Pr64ePvR1pGBunpA9rlMYQQQgghRM/x5pv/4b/+61kA/AICeHHJu6T07+/kqDqW1Wply7p1vPbPf3LuTL69PG3oEJ761a+7fALTYDCwa8sWNn7+Obu2bmmzqmxC3xTGTZ7MuNunEh0b66QonUOSeEII0Y20tLRQWVZGRWkp5WWlVJSW2f4uL6OqvJyaqkrKSkqpqaq67sfSubvjGxiAX0AAvv4B+AcG4h8QQGBAIH6BAfj5B+AX4I+ffwC+/v74+vnh5eNzifkolC49wawQQgghhOhciqLw4ov/4P/9vz8BEBQayuL33ic+KcnJkXWsfbt28epf/8rxrCP2svjUFJ745a+4YfToLjv3m9Vq5dDePWxYtYot69Y5DAsGiIyLZfzUaUy+YzoZg9KprWvCYlYucW/dlyTxhBCiC1AUhbraWsqLiykrKaGspPW6uISK0hLKS0spLy2lvrb2mh9D6+aGf3AQ/oGBBAYFExAcTGBwEEFBwfgHBhEYZNvmHxSIf0AgHp6e7fgMhRBCCCGEuDKKovCHP/yWf/97MQAR0dEsfv+Dbt0r62R2Nq/+7X/57ptv7GVhMdE88swvuG3K1C57QvxM3im+XLmSL1eupKSoyGFbYGgIY6dMYfKMmST164dKpUKj7ZpJyvYiSTwhhHABRoOBspISSgoLKS0qoqSoiNIi2+3S4mLKiotpbmq66vtVqVT4BgYQGBxCUFgIEVGRBAQEERQcQmBwCIEhwQSF2G57X7KXnBBCCCGEEK7BbDbzzDNP8dFHHwAQm5DA4vc/IDQ83MmRdYzSomL+/vs/s+aTT1EUW88z34AA7nviCe66+x7cdDonR3j16mpr2bRmDetXfEbWwYMO2zy8vLh5wgSmzryTgcOHo9FonBSla5IknhBCdAKzyURJURFFBQUUF56j6Ow5is+do7jwHCWFhVSWldkb5Svl6e1NUFgYwWFhhIaHExoWRlh4BCHhYQSFhhISGkZgcDBaNzcANFoVfr6ePbbruRBCCCGE6NpaWlp46KEH+PLLtQAkp6Xxr3eWEBAU5OTI2l9jQwMfvvk6H77xJi3NzQDo9HpmP/AA9z/yKF4+Pk6O8OpYLBb27drJmk8+YdvGjQ7z3Kk1GgbdeCNT77yTUeNvQ+/h4cRIr5zFYiH32DH2fbuL3Oxs7rhjFnfePr1DH1OSeEII0U4a6uooLCjg7Jl8Cs8UUHS2gMIC26WsuLjNSkqX4+6hJyQiktCIcMIiIomMiiYsIoKwiAhCIyMJCQvDy9u7A5+NEEIIIYQQrqO2tob77pvPrl07ABh4ww38/fU3ut13YrPZzJpPlvPGv/5lX3FWrVYzfuYdPP7MLwkJC3NyhFen6OxZ1nz6Ces+/YzSYsfhsrFJiUyeeSe33zGToJAQJ0V45RRF4ezp0+zduZO9O3dy4Ltvqa+rs28/eypPknhCCOFKGuvrOZufz9n8fApOn+bcmXzO5edz7syZq1oswtvXl9CoSCKioomIiSE6OobwqCj7xdfPT4a2CiGEEEIIARQXFzF37p1kZx8F4ObbbuNPLy3G3d3dyZG1r93bt7H4L8+TdyLHXjbslpv56a//m959kp0Y2dUxGgx8s3Ejn3/8Mft27XTY5u3nx7hpU5kxey5Jffu6/G+emqoq9u7cyZ4dO9i7Y0ebRCTYpjDqnZrCE7/4ZYfHI0k8IYT4AYvFQklhIWdOnbJdTudRkGe7VJaXX9F9aN3cCIuOsiXoYnoRHdOLqNhYonrFEBEVjbevbwc/CyGEEEIIIbq+3NwTzJlzB+fOnQVg6ty5PPvHP6HVdp90Rv7Jk7z8/PPs+nqrvSw2KZGf/+Y3TJw2qctMh5N/8iSrly1j/coV1FZX28tVKhWDbhrJjLvmMGr8eHQunHw1m0xkHtjP7m3b2bN9OzlHsy467VF0QjxDRtzIDTfdzMDhw/Hx9cXPTd/h8XWfV70QQlwlk9HI2fx8Tp/MJf/kKfJP5pJ/8iQFp09jNBh+9HiduzvhvWKIiY0jOi6OuN69iY6NIyq2F6HhETIJqxBCCCGEENfhu+++5b775lLdmhB68OmnWfTU0y7fe+tK1VZX8+ZLL7Jy6VIsFgsA/kFBLPrZz5gxZy46d9dP2RgNBrZ++SWrPvqQQ3v2OGwLiYxgyl2zmX7XbMIiI50U4Y8rKSzk22++4btt37Bv1y6aGhra7BMQHMygESMYMWoUQ0fe1GYhlaud3/xauf4rQgghrpPZbKYgL5+8nBPknTjBqRM5nM7N5Wx+Phaz+bLHqlQqQqOjiOndm7j4BHrHJxDTuze9evcmJDy8yy7lLoQQQgghhCtbteoznnzyEQwGA2q1mmf++Cdmzp/v7LDahdlkYsXSD3jzpZeor60FwE2n464HH+DBx57oEvP8nTtzhlUffcjaTz91mFZIo9Vyw9hbuWv+3QwdeZNL/l4ym0xk7t/Prq+38u3XX5N34kSbfdx0OtKGDObGUWO4YdQoEpKTXSJ5LEk8IUS3oSgKVRUVnDyezcnjx8k7kUN+bi4nc3IwGoyXPVan1xMVF0dcQgLxiYnE90mkV3w8Mb17d7u5NoQQQgghhHBViqKwePG/+P3vfwuAh6cnf1y8mJtuHevkyNrHd9u+4cU//Ykzp07Zy0bdPomf/vq/iIiKdmJkP85isbBr6xY+++ADdm/b5rAtLCaaaXPmMuOu2QS64CIVNVVV7Pp6Kzu3bGHP9u001Ne32SeqdxzDR43ipjG3MnDYMJdcJVeSeEKILslsNnPm1Clys49x4tgxTmbbEnfVlZWXPU6n1xMd35uEpGQSk5LonZhEfFIS4VFRLnmWSAghhBBCiJ7CaDTyk588zVtvvQVAUEgIf3/jTVLT050c2fUryMtj8fN/YeeWLfayhH59eea3v2PgsGFOjOzH1VRV8cXy5axY+gElhYX2crVGw/BbxzDnngUu1+tOURTOnDrF9k2b2L55E1kHDrQZ8qrT68kYPoybbxnLyFtuITImxknRXjlJ4gkhXF5LczMnjx/nxNGjnDh2lBNHj3Eq5zhG46V716nVaiLjYklO60t8nyTiE5NJSE4mMiZG5qoTQgghhBDCxVRXV7Fw4b3s2LEdgLg+fXjhnXdcvnfaj2msr+edV1/h43fewWwyAeAfHMwjv/wFU++8y6USXz+Uk5XFJ+++y1dffO7w2ysgJIRpc+Ywc/7dbeaGcyaLxULWgQN889VGtn+1iXNn8tvsExIZwYhbbmHM2PEMvOEG9PqOX4yiPUkSTwjhUpoaG8k9dozjWVnkHM0iJ+so+SdzsVqtlzzG29eX3inJJKWmkpzaj8TUVOISE/Hy9sDP17PLrOYkhBBCCCFET5Sbe4J7751DXp5tiOkNo0fxp5dextvX18mRXTur1cr6lSv59//+laqKCgC0bm7MeuB+Fj3xlMvOe2c2m/lm4waWv7OEzP37HLalDR3CnHvvY8yECWjd3JwUoSOjwcC+Xbv4esOX7Ni8uc3ILJVKRVJ6f0aNG8+oseNcZm67ayVJPCGE0xgMBnKPHSP7SCbHjxzh+JEj5J88edmEXUhkBH369iWlbz9S09JITO1LWGRkl/4gFkIIIYQQoqfauHE9jz76E+rr6wCY/9BCnnju16jouqNnjh0+zAt/+D1HDx2ylw2/9Rae+c3/EBMX57S4Lqe2pobPly3j0/ffo6y42F7u7qFn7LRpzLvvAfqkpDgxwguaGhvZvHY9W9auZ+fXW9usJqtzd2fAjSO4dfwEbh471iXn6LtWksQTQnQKs9lMfm4uxzIPcywzk+zMTE7l5Fx2ddjI2FiS+vUjtX9/UtP6k9SvH37+/p0XtBBCCCGEEKJD2BaweIHnn/8jiqKg0Wr52e/+h588+UiXHUlTVVHBf/7xd9Z88ol9/rWo3nE889vfMWLMGOcGdwln8k7x8dvvsG7FZxhaWuzloVGR3HnvAmbMmYuvn58TI7RpbGhg19atbP1yHd9+/Q0tzc0O2718fbjhllsYN/F2ht98Mx6enk6KtGNJEk8I0e4URaG0qIijhw9x9NAhsg8f5nhWVpsP2u+LjI0lKS2NtP7ppGakk9y3H14+Pp0YtRBCCCGEEKIzNDTU89RTj7FmzWoA/AMD+csrrzL0phFOjuzamM1mVi79gNdfeMG+6qmHlxf3P/kk8+5/ADedzskROlIUhQPffceHb77Jrq1bHLalDR3C/AceZNT425w+l3hTYyM7Nm9m87q1fPf1123mRA8IDuam8eMZN+l2Bg0f7jJDfDuSJPGEENetsaGB40eOcPTQIY4eOsjRQ4eoLC+/5P5B4WEk9+9PWvoA+mVkkNK/v0uc3RFCCCGEEEJ0rBMncnjggbvJzT0BQJ/UVP722utERHfNBSwO7tnNP3/3O07l5NjLxs2Yzk9//d8EudgwTrPJxJb16/nwzTfIycqyl2u1WkZPvp17Fz1Ecr9+TowQWlpa+HbrVr5a8wW7tm516B0IEBwRzm3TJnPLbZPomzHQpRcG6QiSxBNCXBWr1UpBXh5ZBw+SdfAAWQcPcjr30gtPeHp7k9Q/jX4DBpI+YAB9MwYQHBrayVELIYQQoqdRFIXqigry807R1NxM7LgpaLvYKoRCdDerVn3Gz372JI2NtjnMbps+nV8////Qe3g4ObKrV15aysvPP89XX3xuL4vvm8qvfv9H0ocMcWJkbTU2NPD5xx+z/J23KSkqspd7+/kxfd485t7/gFN/o5lNJvbu3MnGLz5n21dftZnjLjg8nDGTJjFhylT6Dx5AgL93lx1yfb0kiSeEuKzamhqOHTpE1sGD9l5257uI/5BaoyEuOYm0AQNIHziYfgMG0Kt37x53dkQIIYQQncdqtVJaVMTp3FxOn8wl/+Qp8k+d5MypU9TX1tr3a/j9n3n8saecGKkQPVdzczO//e2vee+9twHbKq1P/fdvmHXvvV1ugTqT0cjHS97hnZdfpqmxEbAlwx7+xTPcMXe+04egfl9leTmfvLuEFR98QH1dnb08olcMcx5cyLRZdzlt7jhFUThy4AAbVq9iy7p11FRVOWwPCAlhzKRJTJo2nX4DBth/U6rVXev10t4kiSeEsDObzZzOPUHWwUP2XnYFeXmX3D8oLJSUjAzSBw4iY9BgktPSuuRZNCGEEEK4vvPJurwTJzide4K83FxOn8gl/9TJy867C7aVChP6JHZSpEKI7zt1KpdFi+7n6NEjAIRFRvKnxS/Tf9AgJ0d29fbu3Mk/f/87zpw6BYBKpWLy3Dk88Ytn8QsIcHJ0F5zNz+fDN95g3WefOswjlzwgg/seetip890V5OXx5epVbFy9msKCAodtPv7+jJ44gUnTZ5AxZKhLJURdhSTxhOjBqioqOHroIFkHbXPZHTt8mOampovu66bTkdCvrz1h12/AAMIiIzs5YiGEEEL0BFUVFZw8fpy8EyfIO5HTmrjLtfd6uRS1Wk14TAy9EuLp3SeRhMQk4vokEBkby4DI+E6KXggBtp5WH3zwLr/97XM0tf7GuPHWW/mff/wTP39/5wZ3lcqKi1n8/F/YvHatvSw5I51f/+kvJKelOTEyRzlHj/L+f/6PrevXO0x3NPzWW3jgkcfIcNIw39rqajatWcP6lSs4euiQwzZ3Dz03jhvHlBkzGXbTTT1icYrrIUk8IXoIo8FAbvax1oSdLWlXdPbsJfcPi44iNWMAAwYNov+gwSSmprrcqkpCCCGE6NoMBgP5ubmcPH6ck8ePcyrHdl1dWXnZ49QaDZGxvYjrk0h8UiKJSSnE9elDTO/euLu7t9nfaDF31FMQQlxEVVUlP//5U6xb9wVgGz77yC9+wfxFP+lSw2dNRiMfv/M2b7/8sr2zg29gAI8++yzTZs12mWmDDu3Zw3v/9398+83X9jKNVsutU6fywCOP0jux83sim00mvt32Des+/YwdWzZjNpns29RqNQNH3sjkGTMZfdtteHp5dXp8XZUk8YTohqxWK2fy8sjOzGxN2B0iNzvb4YPz+9w99CSmpZE+aDAZgwaRNmAggS62kpIQQgghurbK8nJys4+Reyyb3OxsTh7PpiAvD4vFcsljVCoVYTHR9E5MpE9yMonJqfROTKRX797oLpKsE0I438aN6/n5z5+irKwUgF7x8fzhXy+S0r+/kyO7Ont27OCFP/zePnRWrVYzZd5cHv/Fs/j6+Tk5OltPx93bt/Huq69yaO9ee7m7h57b75rNfQ897JSRU6dzc1nz6SesX7GizQmZ3ikp3D5zJpOmz3C5lXu7CkniCdHFKYpCWXEx2ZmZHM/K5MTRLI4cPERD3cUXnwCIju9N34wM0gcOJn3wIHonJqHVyseBEEIIIa6f1Wrl7Ol8co4e5cSxY+RmH+PE0aNUVVRc9jjfgADikpNISkkhKaUvCcnJ9E5MdNqk60KIq1NXV8tvf/trPvroA3vZtHnz+Nlvftul5s2+2NDZlIED+PWf/kJS375OjMzGarWyfdMmlrzyCsezjtjLvXx9mHnvvcx/YCH+gYGdGlNjfT1frfmCNZ980ma4rH9QEOOmTWX6rNn0SU3t1Li6I/nVLkQXcj5hl3M0i+NZWeQcySL7SOZlh5z4BgaQkp5O/4ED6T9gIH0zBuDj69uJUQshhBCiuzKbzZw5dYqco1nkHjvKyexsso9k0djQcMlj1BoN0fG96ZOSQkrffiSmppKY2pfA4OAuNcxOCHHBxo3refbZn1NUVAhAUGgozz3/PDfdOtbJkV05k9HIsrff5p1XHIfOPvarXzH1zrucPnTWYrGwdf16lrz6CqdycuzlfkGBzHlwIbPvXYCXt3enxXN+ddnPly1j87q1DgsMabVaht0yhhl3zWHE6NEyz107kiSeEC7KbDZTkJdHbna2/Qx2bnZ2m6W3v0/v6UFyen9S0tLoP2AQfTMyCI+Mki/EQgghhLhu5xN2x48c4XjWEY5nZZF77BiGlpZLHqP39CQ+JYXkfv1I6duP5H79iEtMvOi8dUKIrqesrIzf/OZZVq1aYS8bP20az/z+D11q8Yo9O3bwz9//joK8PODC0Nknfvkrp3eAMJvNfLlyFW8tftk+tBcgKDyMex56mBlz56HX6zstntqaGtavWMHnHy/jdG6uw7ZeiX2YNns2t8+YSUBQUKfF1JNIEk8IJ1MUhYqyMk6fOMGpnBz7Je9EjsNy4D+k0+uJT0kmtX86aRkZpKT1Jz65D4EBPtTWNWExK534LIQQQgjRnVitVs7mnyY7M5PszCNkH8nkxNGjl03Y+QYEkJKRRmJKX1L6pZHctx9RsbFO770ihGh/FouF999fwvPP/4GamhoAgsPCeOb3f2DMhAnODe4qlBUX89Jf/syWdevsZa4ydNZsNvPlqs9599VXyT+VZy8Pi47i3kceZdqsuzpt4UFFUcjcv59VHy5ly7p1Dr9T9Z6e3DJlMnfOm0/f9AzpQNLBJInXDVUZmzjdWEVBUzXVpmaaLCZaLCa0KjXuai2+bnrC3L2J8vAjwTsYnVrj7JB7BIvFQllxMfmnTpF/8iRnTp0k/+RJ8nJzqa+tveyxnj7eJKSmkty3H6lpaaSk9adXfHybeew0GvnAFEIIIcTVKy8t5djhw/bL8SOZNNRfen5d/6Ag+qT1pW//dPr1TyclrT/h0RH4+3nJyUQhurkDB/bx3HPPcOjQQXvZ9PnzeeLZX+HdRabtceWhs2azmY2fr+adl1/h3Jl8e3lEbC8eePwJJk2f0WnDUxvr6/ly1SpWLF1K3okch22J/dOYOe9ubps6VVaX7USSxOtGyloa2FF5mpMNF5802KhYMFot1JsNFDbXcqCmEI1KTaJ3MCOCYglx77zx892V2WymvKSEwoICCgvOcC7/DOfOnKHg9GnO5Z++bM86sHXbDu8VQ3xSMomp5+eJ6Ut4lAyJFUIIIUT7aGps5PiRIxw9dIhjhw9z9PAhyktKLrm/j78/Sf3T6JeeTr/0DFL6pxMSFtbmu4l8VxGieysuLuIvf/kDy5d/ZC9LSEnhl3/4IxlDhzoxsquze/s2Xvj97yk4fRqw/QabOn8ej//iWacOnb1U8i4mIZ4Hn3yCcbdP7bTFCE8eP85n77/PhtWr7ElOAA8vL8ZOm8rse+4lMdX5i3z0RJLE6yb2Vp1la/nJNuU6tQYfrTueWh1WRaHRYqTeZMCiWAGwKFaO15dxvL6M28NTSfML7+zQu5TGhgbKS0spKyqitLiYsuJiigsLKSk8R0lhISVFRVjM5h+9H5VKRWh0FLHxCcQnJZGYnEx8YhJxffp0qZWbhBBCCOHarFYrBXl5HDlwgKOHDnL00CHyTpzAarVedH+9hwcJ/fqSljGAtAED6JueQUR0tCTohOjBGhoa+M9/XuGVV16kqTWh4+XtzaKf/YxZ9y7otMTS9SouPMfiP/+Frzd8aS9zhaGzFouFr774nLcXL+Zsfr69PDq+N4uefprZ98yhodHQ4T2czSYTX2/YwGfvv8ehvXsdtsWnpnDn3fcycfp06XXnZF3j3SYua2NpDodqiux/a1Rq0v0i6OsbRoTeF/UPvnSZrVbONddwsqGCI3UlmKwWABrMhk6N2xVYrVYa6uupraqitqaG6qpKqisqqa6spKqigqqKcqoqKqgoK6OitJSmxsarun8ff38iesUQExdHXHwCcQkJxMbHE9M7vlMnHxVCCCFEz1BfV2dL1h08xJGDBzh26BD1dXUX3Vet0RCbmEjfARlktC6IFdenDxqNTLUihACj0cj77y/hhRf+Rnl5GWDrjDB59mwe/fkzBIaEODnCK2MwGFj6+mu8++9/YzTYfvP6BQXy2HPPMXXmLKedpLBarWxeu5a3Fr/ksGBFVO84Fj75NLdNnYrOXdvhn8lV5eWs/OgjVn24lIqyMnu5m07H6EmTmHvfffTNGCAncy7DbDZTWlSEZ0wcdPDPfEnidXGHagodEnjB7l7MjOyPv+7Svbm0ajVxXoHEeQUyMrg331WdYV/1uc4I97opioLFbMbQ0oLR1EJdlYry8moaGxppaWqmuamJ5qYmmhobaGpsoqmhgcaGehobGmior6ehro76ujrqa+uoq62hoa7ukmeir4Tew4OQyEjCoiKJjI4mKiqG6NhYImNiiOzVC18/v3Z89kIIIYQQFyiKQsHpPI7sP8CRA/vJOniQ07m5KMrFe2sEhYWSkpFB+sBB9B84kJS0/nh4enZy1EIIV2cymfjss+X885//y5nvDescNGIEP/3Nb7rMMEpFUdi+6Ste+vOfKTp7FrCdvJh+93we/fkvnDZ01mq18s2GDbz50ovknThhL4+Mi2Xhk08zYdq0TjmZkp2ZyfJ3l7BpzRrMJpO9PDQqkhnz7+aOOXPxDwzs8Di6osb6erIOHeTwvn1k7tvH0UOHaGluZvykySx996Mfv4PrIEm8LkRRFE7lnqSoshqrRaHG3MKKulNYUQAFP7U7w62hVJzKpxwFRbEdg6KgtF6sihUUBau1tcxqxV+xkm6GwrIT7FEKsCpWFKuC1WrFarVgsVixWiytf/+wzILFbMHSem3/22LGYrZgtpixmMy2a7MZs7n12mTGbDZhMpkwm82YjSZMJiMmkwmT0YjRaMRsMmE0GjEaDPaLoaXlupJuV8pNp8MvKJDA4GACg0MICgkhPDyCkPAwQsLCCQ0PJzQyEh9fXzkjIYToVkqKi8mvL8NkMGO12L7sarQaNBotWq0WnU6HVqdDp9PJipNCdLKWlhaOZ2aSuX8/Rw7s58iBA9RWV190X62bG3369SVtwEAGDBlC/4GDCI2I6OSIhRBdidFoZPnyj3jxxX9SUJBvL0/q149Hf/ksw2++ucv89jmTd4p//fGP7N62zV7Wf9hQfvWHP5GQnOyUmBRFYdfWrbz+rxc4cfSovTwsJppFTz3NxOkzOnxostls5usNX/LxO++QdeCAw7YBN45g3n0PMPLWW6VH9g9UlZdzaO9eDu3dw+F9+ziZnX3RvIRK3fHvD0nidSELFsxj7do1Fwpu7IuqT6TttqKgrNvDispLryLW06hUKjy8vfD08sbDywtvXx98fHzx9vXFx88Pf39//Pz88fX3xy8gAP/AQPwCAggMCsLT27vLNFBCCNFe3n9/Cc8889QV7++m0+Hu7o67Xo/e0xMPDw88vLzw8va2X7x9ffHx9cXbxxe/gAB8/f3w8w/ALzCAgMAgmQdUiMuoqqggc/9+Mvfv48j+/RzPynLoLfF9QWGh9B04iIxBg8kYPJikvn3Rubt3csRCiK6ovr6O999/l9dee5Xi4gujvGL7JLDwqZ8y9vbbu8yJu8b6et5+5WWWL1li/7wMCg/jied+zYSp05zyG09RFPbu3Mkb/3qBrIMXVvQNiYzggSeeZOqdszp8tdn6ujo+/3gZn777LiVFF/6P3T30jJ8xg7sfWEhcnz4dGkNXUlZczIHd33Fozx4O7t5tXwTlh9x0OhL7pzFgyFAGDhnC+Ftv6/DYJInXhVRVVV34Q++GKv7C2VSloBxcIIGn0WpRq9VotFo0Wg1qtQatVotaq0Gjsd3WaN3Qutl6dLi5uaHRurX27HBD23rbzc0NN3d3dOd/IJ6/6PW4u+vRubvj6e1BYKA/FqsKnbsHnp6e6D098fT0xNPbG3e9XhJxQghxFaov0aPnUkxGIyajkYb6a29/9B4etl7PISEEBYcQFBpCSFgYwaFhBIeFEhYRSWh4OF4+Ptf8GEJ0BYqicPb0aQ7v29c6PGevwwTn36fWaIhLTiJ90GAGDR1G/0GDCI+K6tyAhRBd3pkz+bzzzpt88MG71NXV2st7JybywJNPdankndVqZf2KFfz7b/9LVUUFYOuRPHvhgyx64imnTR1weN8+XvvnPzi4e7e9LDA0hPsef5w75szDTafr0McvLChg+ZJ3+GL5codVZkMiI5i14D7umDvPqSvyuoqykhIOfPctB777jgO7d1N45sxF9/P29aXv4EEMHjacgUOHkdyvn/2EmaIouHVwMhYkidelfPbZ5+w4uIvS6lpOmxvYrVQBKlDBKHUIkT+xfTCpVCpb8krVepvzf6tQq9Wo1bbbKlRoNBpUajUqFajVGtRqNSq1Gk3rtfr8RaOx39ZoNPa/NeevW5N3nZk002hV+Pl6UlvX1OEr9QghRE/w5JM/ZeSomzlTV4Kh2YTFZMVisdgurVMi2KY9MGAyGjG0tGBoMdDS3ExTUxNNzY00NTTS2Nhon5O0oa6exvo6DM0tF33MluZmis6etc9Vcyle3j6ER0USHhVFeFSUbe7R6BgiYmKI7tVLknyiyzGbTOQcO0rm3n0c2reXI/v3U11ZedF9Pb29SRmQwYAhQxgweCj9BgyQ1QGFENfEarXyzTdbeeedN9iwYb3DHJppgwZx908eYtT48V0meQdw5MAB/vXHP5CdmWkvG37rLTzzm/8hJi7OKTHlZGXx2j//ybfffG0v8w0M4O6HH2H2vQs6fJHDrIMH+fDNN/hmwwaHYZ+pgwZy94OLGH3bbV1mVeGOUF1ZyYHd37Fv5y4OfPftJXvaBQQHkz5sKIOHDmfQDTfQOzHR6e+Nnvu/1gXp9XpuGjOac5XVVJ47TmjthSESExNHoVPLuHUhhBDXTqVSMXDQIKJUTbQ0Gtv1BInRYKC+ro7a6mpqa6qpraqmuqqK6soK2yrg5eVUlpdTWV5GZWmZffW48xob6jmVk8OpnJyL3n9AUBBRsbHExMXRq3dvYnr3JrZ3PDHx8bjLkELhAhobGjh68GBrT7u9ZB08iKHl4snt4PBw0gYPZvDQYQwYOpTeSUkyP5EQ4roUFxfx0Ucf8OGH71NQcKGXkVqt5qbx45m/cBEZQ4Y4McKrV1ZczKv/+79s/Hy1vSwqvjfP/PZ3jBg92ikx5Z88yev/eoGt69fby7x8fZi7cBHzH1zYoSdgrFYrOzZvYunrb5C5f5+9XK3RMGriBO5d9BB9MzI67PFdWUtzM4f27mHPjh3s27mT3Ozsi+4XEBLCgOHDGHbDjQy64QZievd2udF9ksTrokoMF4YuBek8JYEnhBDCpenc3QkKsS0U9GMURaG+ro7ykhLKSkooKy6ipKiIksJCigoLKTl3joqSEoczy9WVlVRXVraZpFmlUhEZE0NsQh96J/ahd2ISvfv0oXdioqzKKTpUZXk5h/fu5fC+vRzet4/cY8cuPgm2SkVsUiLpgwczeNgNpA8eLENjhRDtoqGhnjVrPufTT5ezffvXDr3u/AICmHLXXdx5771EREU7LcZr0dzUxAevvcbSN163nwzx8vXh/iefYu6C+zp8frmLKT53jrdeeon1K1fYP+v1Hh7Muv9+Fjz8SIcOWTUaDHy5aiVL33iDgrw8e7mHlxdT5sxh/gMP9rh2xWq1knvsGLu3b2fPjh1k7t+HyWhss59vQAAZw4cx/MabGHLjCHr1jne5pN0PSRKvi2qyXHgBemulh4EQQojuQ6VS4evnh6+f3yVXkDObTJQUFVF09iyFBQWcO5NPQX4+Z0+fpvDMGftk1oqiUFhQQGFBAbu2bnF4jMhevUhISiIhJYXElFT6pKQQFRvr9GESoutRFIWCvDwO7d1LZuucdufO5F903/OTYA8cNpzBQ4eRNmiQzEckhGg3DQ0NfPXVl3z++So2b95Iyw96/A4aMYLpc+YyZsKELrf4jdVqZf3KlfznH3+norQUsPUkvH32XTz+i2fxDwzs9JgqyspY8uorrF62zP7dw02nY9r8eTz42BMEBgd32GM31NWx8sMP+fidt6ksL7eXB4aFMueBB5k5dx7ePah9qSwvZ/f2bezetp29O3dcdIoKvYcHacOGMPzGmxl+00gSklO63Pc+SeJ1US0Ws/22u+bK/hu/LDlOvdlw2X1uD0/FS9uxk2sKIYQQ10vr5kZ0bCzRsbFttlksFkqLijiTl0f+yZPkn8wlr/W6obYOaE3unTlD4ZkzbPvqK/uxHp6e9ElNJTE1leR+/Ujpn8agoQM662mJLsJkNJJz9ChZB/dz9OAB9n+355Lz2Xn7+pI6cACDh93AwGHDSElL63I/nIUQrq20tISNG79kw4Z1bNv2dZvEXVRsLBNm3MGkGTMu2m52Bfu//ZbFz/+FE0eP2ssG3DiCZ37zP/RJSen0eGpralj62mssf3eJvTegRqvltpkzeeTpnxIaEfEj93DtKsvL+fjtt1mxdCmNDRdG6PVK7MO9Dz3ChKlTO3zBDFdgNpvJ3HuAXV9/zXfbvnF4bZynVqvpk9aP4TfdzI2jRtNvwIAuXzeSxOuiLMqF4Rha1ZVljs8211JtbLrsPmbFcl1xCSGEEM6m0WhsC1/ExDjMiaMoClUVFeSdOEHeiROcyjlO7vHj5J04gbH1C3hzUxNH9u/nyP799uPc3NzonZRIcr80UtL6k9K/P31SUiQR04PU1tSQdeAAmfv3k7l/H8cOH24zb+N5IRERpA0exOChwxkwbJhLTIIthOheDAYD+/btYcuWTWzdupmsrMw2+4SGhzNm0iTGT5lKvwEDXH6I4KXknzzJq//7V3Zs3mwvi+odx0//6zeMvPXWTn9eTY2NLF/yDktff52GelsCTaVSMWbKZB792TMdupBGYUEBS19/nbWffoLxe0ND+w0ZzP2PPMrIWzq/PjpbdWUlu7d/w94d29m+aQv1dXVt9gmJiGDozTcxctQYhowcia+fnxMi7TiSxOui9GotTRZbd12D1fwjewshhBBCpVLZ5+UbOnKkvdxisVBUUMCJ7GOczM4m59hRThw9RmVZGQAmk4kTR49x4ugxvli+HLD1BExITialf3/6pqeT0j+d+MREp8zDI9qXoigUnM7jyP4DHDmwnyMHDnA6N/ei+6pUKuJTk+g/aDADhwyX+eyEEB2ipaWFQ4cO8O23O9mxYzt7937XprcdQK+EBG4aO5Yxt02g34ABXfoEQkVpGa+98C+++Phj+xxzvgEB3P/UU9w1/+5Ob2+NBgOrPvqQJa++6tDzetgtY3jyF8/SJzW1wx77xLFsXv37v9i4+nOHuVVvGHsrCx97grSBAzvssZ1NURROHT/Oji2b2bllC0cPHXKY2xFs38n6Dx3CyDG3MnLMGGITErp1MlOSeF2Uu8bNnsT7/tDay/lJ7+Ftygqaqll29lB7hiaEEEJ0KRqNhpjWFW3H3j7ZXl5VXs7JnGOcPpHDoX0HOJZ5hLKiIsA2J19OVhY5WVms/ugjwLZ4R1K/fvRNz6Bvejp9MzKIjovr1l8ku4PG+nqOHj7M0UMHyTpwkKxDB6mrqbnovjq9nuT0/mQMHsKgYcPJGDKQ6JgIauua2nU1ZyFEz6UoCmfO5HPw4H4OHNjPvn17yMw8hKl1vrXv07m7M2D4cG4YNYqRY26hV3y8EyJuXw319byzeDHvvPp/tDQ3A7Y55u5YsIBFTzzZ6XOIms1m1q9YwVsvvURpcZG9vP/wYTz17HMdmkA7dvgw7/7fq2zbeGHaD41Wyy1TJvPgo4/TOzGxwx7bmUxGIwd372b75k3s2LSJkqKiNvuERkVyw5jR3DxmLINHjOhRi5VJEq+L8nfT24fGVhobnRyNEEII0f0EhoQwImIME6fdbk/S1FZXczzrCNmZRziWeZjsI0eoKCkBbGfpsw4ccFgh18fXl5T+/UlNzyA1PZ2+6emEhIdLYs9JzGYzp3NPcPTQIY4eOsyxw4c4nZvb5qz+eUFhofQbNIgBg4aQMWQISX37OvT+0Gjl/1EIce0MBgPHj5/kzJmTfPfdXjIzD5OVlUl1dfVF99doNCT378+gG0YwdMQI0ocORa/Xd3LUHcNgMLBy6VKWvPoKta3PX6VSMXb6NB5/5ped3svZarWyZf063njhBQpOn7aXJ/ZP47Fnfsnwm2/usLb80J49LPn3q+zets1epnN3Z9Jds7jv4Ue63GrCV6Khro5vv/mGbV9t5Nuvv3GY6w9sc9ulDMjg5rFjGXPbeAYOGUBdfXOPPIEmSbwuKsrDj9ONVYCtJ161sZkAnYeToxJCCCG6N7+AAIbfPIrhN4+yl1WWl9sSepmZHD18mOOZmfaeXPV1dezduZO9O3fa9w8KCSG1dQhuav/+pKSlERgS0tlPpduzWq0UnD7N8SOZHD+SxbHMw5w4etQ+AfkPabRa4lNTSBs4kEFDhpE2cCBhkZGScBVCXBdFUaioqCAv7xSnT5/i5MlccnNPkJubw+nTeVgsl56T3NvXl9T0dDKGDCFjyFD6ZmTg6eXVidF3PLPZzLrPPuWtxYspKy62lw8ddTNP/uo5ElP7dmo8iqLw7ddf859//oPcY8fs5b36JPDoM79g9G0TOqRdUBSFvTt38s4rL3Nozx57ud7TkzkL72Pu/Q/iH9BxK906Q2V5Odu++opvNm5g/7ff2lf3Pc/Dy4shN9/ELeNu48ZbbsEvIACwnUDryW2zJPG6qF4e/g5/59SXcUNQ11xpSAghhOjKgkJCuHnsOG4eOw6wfREvPneOY4cPcyzzMEcPH+ZEVpZ9WFBleTk7Nm92mKQ7JDyclLQ0kvulkZTWj+S+/aTH3lUwGY2cPnmS3GPHOHHsKDlZWeRmZ9PUeOnRCiGREaSmZ9B/4CDSBw0iqV+/btOjRQjRecxmM+XlZRQVFVJUVMi5c+coLDxLQcEZCgoKKCg4Q8MPehVdjI+vL3369iWpb19S0/rTd8AAomNju207YLFY2LRmDW+99CJn8/Pt5ckZ6fzXn39PasagTu9ldWD3d/znH/9wWNwqLDqKn/z050ycPh2NRtPuj6koCt998w1vv7yYrIMH7eXevr7Mum8Bd/9kEb16RXabaRtKCgvZ+uWXfLPhSzL372/TEz4oLJQbx45j7IQJDBp+Q5dfSbYjSBKvi4ry8CNA52kfUnu4toihgTFornClWiGEEEJ0DJVKZV8dd9yUKYDtx8qZU6fIzszkWOZhjmVmcjI7237WubykhPKSErZv2mS/H19/fxJT+5KYmkpCcjIJycn0Tkrq0YkmRVEoLSpqXWE4h1M5OZw8fpzTJ09iMV96jmAff3+S+qfRLyODtIwB9E3PIEh6PwohLsJisVBXV0t1dTU1NdVUV1dRUVFBZWUllZUVVFSUU1ZWSnl5OaWlJZSXlzksNvBjvH186JWQQK/4eBISk0jsm8zAIQPRe/thvXSnvG7j/DDVt156ifyTJ+3lvRL78Ngzv+SWSbfh7+dFbV1Tp8V09PAhXv/nP9mzY4e9LCAkhAeefIIZs+d2SCJJURR2bNnMO4tfJvvIhdWFfQMCmLNwIXPuXYCXj0+3mLah6OxZtqxby5b168nObLuScnRCPKPH38bYiZNI6d+/2yau20uPSuIZjUZeeuklVq9eTV1dHcnJyfz0pz9l5PdWqLuYjRs3sm7dOo4cOUJFRQXh4eHccsstPPbYY/h28sSa56lUKoYFxLChNAeAWlMLuyrzuTm4609mKoQQXVV3amdE+9JoNMQnJRGflMTkWbMAW++xvNxccrKOcPxIFtlZRzh1/DgmoxGAupoa9n+7i/3f7rLfj0qlIrJXL+ITE4nrk0hsQgKx8fH0io/H18/PKc+tI7Q0N3PuzBnOnj7Nmbw8Ck7nkX/yJGdOnbps7zoAv6BA+vTtS3K/NNL6p5OS3p/wyCj5USC6hZ7cziiKgsViwWQyYTabMJlsF4PBgNFobL02YDAYaGlpoaWlhebmJlpaWmhqaqSxsan1upHGxgYaGxtoaGigrq6O+vp66uvrqK2tpb6+7pLzZF4JlUpFcGgo4dHRhEdHExkdQ0xcHNGxscTExhIQHOzweaTRqvDz9WxNWnX9nlaXYrFY2LJuHe+88rLDit8Rsb34ydM/Y8K0aajV6k79rD6Znc0bL/6LbV9dWDjCx9+fux9+mDn33d8hJ82sVivbvvqKt19e7DBc1z84mPkPPcSs+Xd3i0UazifuNq9dx/GsI222J/Try60TJ3HrxEnEJSQ4IcKuS6VczydUF/Pzn/+cDRs2sGDBAuLi4li5ciVHjhzh3XffZciQIZc8bvjw4YSGhjJu3DgiIyPJyclh2bJlxMTEsHLlyqt+c5eX/3h36ovRatW0uFs4V1mNxaxgUax8dPYgRc11gK3BmBiWTH+/iCu+zx+uTvtw/A34uXWNufW+3+B1h67F7UHqxJHUhyPXrg+FBO9rn+cjJMSnHWO5dl29nQGwqq2UqZpoaTS64Ouk83X2+8ZsNpN/8iS52cfIPXaM48eOcer4ceouMcn59/kFBBAdG0tUr1giY6KJiI4mPCqasMgIQsLC22Uepfaqj6bGRspKSigrLqasuJjic+coLjxH8dmznCsooKK09EfvQ63REBUXR3xSEsl9+5HSrx99UlMJDg3ttB+Brv252vlcuT6MFjOJPiFo1dc2akXaGUfX2s7U1tawaNECTp06idWqoCgXLlartfXagtVqxWKxYrFYsFjMWCwWzJfpbdsZ1Go1vv7++AcFERQSQmBwMIEhIYSFhRMSHk5waChhUZGEhIY5LIDzY1z5fdMezGYzm9Z8wbv//rdDz7uwmGgefPJJbp8xE632Qt+izqiP/JMnefOlF9m8dq29zMPLi9kP3M+9P3kYL5/2f79brVa2bdxoS95lZ9vLA8NCuffhR5gxd95F34dd6fVRVlzM5rVr2bR2DccOH26zPXlABmMn3c64SbcTEX3ti3O4ap0oioKfm54Qvfc1HX+l7UyP6YmXmZnJ2rVrefbZZ1m4cCEAM2bMYMqUKfzjH/9g2bJllzx28eLFDB8+3KEsLS2NX/3qV3zxxRfcddddHRr7pWhUaqZF9GPJmb20WMwoisL6kuMUtdRxY2AcPm7ulz3eYDFzor68k6IVQojurTu2M6LzabVa+qSk0CclhUl3zARsXwqrKio4eTybvJwT5OXmcir3BAWnTtFYf+GHdG11NbXV1Rw9dOii9+3t40NQaKjth2dwMP6Bgfj5B+Dr74+Pny+eXt54eXvj6eWJu7sed70enbs7Gq0WtVqNRqNBrVVhMTVTV9eEocWE2WTCaDTQ0txCS3MzLc1NNNY30FBfT2N9PXW1NdRUVVNbXUV1ZSWV5eVUlpf/aG86hzpxcyOiVy969e5NQnISCYnJxCcm0is+Hp375b/rCNGddId25ujRLL755utOeawfcnNzQ+/pid7DA08vLzy9vfDw8sLL2wdvHx+8vL3x9fPD188fb19ffP397J+RAYGB+Pj5ob7GJHBPZDAYWPfZZ3zw2n8oOnvWXh4WE819jz3G1JmzrirZ2R7O5ufz9suL2bh6tX0ItE6v54577+WBRx61L5zQns4n795a/BInjx+3lweHh3Pvo48wY/bcLt2WVVdWsmXdOjat+YJDe/e22Z4ycADjJ09m3KTJhEZceWcjcWk9Jon35ZdfotFomDNnjr3M3d2dWbNm8cILL1BcXEzEJV5UP2zwAMaNs01eferUqY4J+Ar5uumZGz2QFUVHqDPZVls7XFNEVm0JvTz96eUZgL+bHg+NGypUGKxmakzNFDXXkddYifF7Ey9oVGqZU08IIa5Rd21nhPOpVCqCQkIICglxWBVXURSqKyo4czqPgrw8zuWf4eyZfM6eyaeksIimeseeMg319TTU13PGBV9Tek9PwqKjiIiKJjo2ll5xcUT3iiWmd2/Co6IcemkI0VN1h3Zm+PARvPDCYo7kZWM0mlGsts84ldq22qRKpUKt0aBRa1Cp1Wg0ajQaLWqNGq3WDY1Gg9ZNi1brhpubGxo3LW5uOnQ6HW46HTp3d9zd3dG1XvQeHuj1tpMSnZ0w6qnq6+pYuXQpy5e8Q2X5hQ4jEbG9eODxJ5g0445O/0wvOnuWd155hfUrPrOvBuym0zFl7lwWPv5Eh8yResnkXUQE9z32KNNmze6yybumxka2fbWRjas/Z8+O7W1WWE5K78/4KVMZf/tkwiIjnRRl99VjvhFlZ2cTFxeHt7dj18b09HT79ks1ehdTUVEBQMA1ZOvVahVq9dUP89Bo1IAFjVoN2guTp0Z4+3B//BC+LMkht7VnnRUr+c1V5DdXXfY+z+fs+ngHMzYsET9d15ksW9N6JuyH9dGTSZ04kvpw5NL1oajQarv2SYTu0M4AWFSA1UVfJ07g0u8bVIREhBISEcqQG29os7W+tpbiwkLKim2LZpSVlFBeVmbrDVdWTm1NNXU1NTTWXfvw68tRq9V4+fjgFxiAb2Ag/gEBhISG2i5hYYRGRBAaEU5oRAS+fn5dcs461359dD5Xrg+NSoVWq7rm4bSuoDu0M1qtmoULF1Fkraep0YDlKhaE6K5c+X1zNUoKC/n4nSWs+vAjGhsa7OVxyUksfPJJxk2+/YpWd23P+ig6e5Ylr/ybLz75xL74kdZNy8RZs3j4p08T1gE9w6xWK99s3MibL75E7rELw2ZDIiO4/4nHmTF79lUtlOEqrw+zycTu7TtYv3Il2zZ+RUtzs8P2uOQkbps2jUnTpxPVK6ZDY3GVOvkhRbF9xnX0b5oek8QrLy8n5CIZ9vNlZWVlV3V/b7zxBhqNhgkTJlx1LIGBXtf8RbWxyYS3d9tEmx+ePBg4nMKmWnaV5nOqvoJms+my9xXg7klf/zAGBkVd87htV3Cx+ujppE4cSX04ctX6CPC7/vm6nKm7tDNGi5ni2gaXfZ04S1esDz9fT6JjfvwHisViob6uzj4MtqmxkZbmFowGA4aWFswWCxaz2X6m/fzE41o3N3Q6HVo3Nzw8PNB7euDp6YmXtzc+fn54eV/767Cr6Yqvj47kivVhsJoJ8PNCq/7xJIKr6i7tDEBRTb1Lvk6cqavWx+F9+1ny79fYsPoLhx5ZA0YM5+Gnn+CWCbdd02vleurj3JkCXv/XS3z2wUf2uRTVGg1T593FU7/8BdGxva75vi9FURQ2r13PK//7D7KPZNnLQ6MieeSZn3LXPfPRXccqt854fSiKwtHDmaxe9glrPl1BVWvi/7yIXtFMnjWTGXfNIjE1pdPjc7X3jKIo+Lt7EuDRsb9pekwSr6Wl5aJvGvfWLqwtLS1XfF9ffPEFn376KYsWLSIuLu6qY6mqarz2nnhaaGhoueRZK2/cuC0oESWwD2WGBqqMTTSZTRisZrQqNXqNGz5ad8I9fPDQtHYpN0KtsfOW8G4vGrUab2/9Zeujp5E6cST14cil60OBauuVz5H1QwEBzk8Adod2BsCisr02XPJ14gQu/b5pRyqNO97+7nj7B112vyutD4sCdfXNl9zeXfSU18eVcuX6MFrMVFsbrzmJJ+2Mo+tpZ2yji6SdOc+V3zeXYjQY2LRmLcuXvOuwgIFarebG8eN48LFHSRs4ELj6tuB66qPwTAHvvPoqaz/9zN7zTq3RMP6O6Tz81NNEx8UCtK4E3D4URWH7V5t448UXyck6ai//Yc+75hYzzS1XvziLM14f5SWlrF+5knWfrSDvxAmHbT7+/tw6dTJTZ86k/6BB9gRte9bpj3HV94yiKKjcFNxaru2z8UrbmR6TxNPr9RiNxjblBoPBvv1K7Nu3j//+7//mpptu4mc/+9k1xWK1Klit17iKihYsVusVrcISrPUmWHuJHnYKLrWSyzVp7Tp7pfXRI0idOJL6cOTS9aFgNrtOI3wtuks7Y1VbQeWqrxMncOn3jRNIfTiS+nDkwvVhsSiYzQqou25b013aGUDame9z4ffNDxWdPcvqZcv4YvnHVFdW2sv1np7cftdd3P3gQiJjbEMpr/m5XEN9FOTl8e7//ZsNq1Zd6DWu0XDr1Ck89NRPiWlNVLdn/SqKwq6tW3nrpZfIPpJpLw8KD+O+xx5jxuy59mGz1/W4nfT6aGlpYftXX7H2s0/Zu2OHfeEPsM0feMOttzD1zlmMGDXaPr+kbXp9J7xmXfQ9oygKZpW1w3/T9JgkXkhICKWlpW3Ky1sn2wwNDf3R+zh+/DiPPvooiYmJLF68WCZZFkIIYSftjBBCiI4k7YxwBrPJxI4tW/h82TK+2/YNinIhaRLRK4ZZCxYwbdZsvH19Oz22Uzk5vPvqq2xet9aedNJotYybMZ1Fjz9JdGxsuz+moih89803vPnSiw69EAPDQlnwyKPcMXdel1mwQlEUsjMzWfPJJ3z1xec0/GBBrNRBA5kycxbjp0zBxwn/v+LiesyndkpKCrt376ahocFhMtjDrW+81NTUyx5fUFDAokWLCAwM5I033sDLy/ld6oUQQrgOaWeEEEJ0JGlnRGfKP3WKdZ9+ytrPPnWYC02tVjNk9Chm33MvI0aPQe2ExWKOHDjAe//3b3Zs3mwv02q1TLjzTh587HF7b8D2pCgKe3Zs580XXyTr4EF7eUBICPc++ggz591tH9ru6mqqqli/ciVrPvmEvBM5DttCIiOYeMcdTJs1u0OSoOL69Zgk3sSJE3n77bf5+OOPWbhwIQBGo5EVK1aQkZFhX8mpqKiI5uZmEhIS7MeWl5fz4IMPolKpeOuttwgMDHTKcxBCCOG6pJ0RQgjRkaSdER2tpqqKTWvWsG7FZ2RnZjpsCwwNYfKsWcycdzfhUVGdHtv5HnDvv/YfDu7ebS/Xubtz++zZPPDIo4R2wGqziqKwd+dO3nzpRY7s328v9w8O5u6HH2bW3fdc8VB2Z7JYLOzduYMvli9n21dfYTZdWARTp9dz023juWP2XAbdcINTErPiyvWYJF5GRgYTJ07khRdeoLKyktjYWFauXElhYSF/+ctf7Pv96le/Ys+ePeTkXMhIL1q0iLNnz7Jo0SL279/P/u+9eYODgxk5cmSnPhchhBCuR9oZIYQQHUnaGdERmpua2L5pExtWr2b39m32BSHANjR16OhRzJwzjxFjxjhl+LXZZGLz2rV88PprnDx+3F7u6e3NjHvu5u4HFxEYHNzuj6soCvu//Za3XnqRQ3v32sv9ggK5++FHuOuee7tE8q6suJgvPvmENZ8sp6Sw0GFbUnp/ps+ey21TpjhlOLS4Nj0miQfwt7/9jRdffJHPP/+c2tpakpOT+c9//sPQoUMve9zx1g+LN998s822YcOGSaMnhBACkHZGCCFEx5J2RrSHpsZGdm3dypZ1a9n19dcYfrCyce+UFCbfOZNJ0+/okATZlWioq2PF0o9YvmQJZcXF9nL/oCBm3X8/s+9d0CHztCmKwoHvvuPNl17k0J499nLfwADufuhhZt+7AL2HR7s/bnuyWCx8+/XXrProQ779+muHRSp8AwIYP30aM+fOJz4pyYlRimulUr4/M6XoFOXl9T++00VotWpa3C2cq6x2qVVYnEWjVeHn60ltXZPURyupE0dSH45cuz4UEryv/UtiSIhPO8bS9V1rOwO21WnLVE20NBpd8HXS+Vz7fdP5pD4cSX04cuX6MFrMJPqEoL3GYWLSzji6nnZGq1VTqmqkvr7Z5V4nztBZ75vqykp2bN7Mtq82smf79jYrHYdERjB+6jQmTZ9Bn5SUDovjxxSfK2DVh0v57IMPaWxosJdH9Iph/kMPMfXOuzpk7rlLJu8CApi7aBFzFtyHpxPmkbya10dZSQlffPwxny//2CHxCZAx4gbunDuf0bfd1mUW3rgUV21rFEXBz01PiN77x3e+iCttZ3pUTzwhhBBCCCGEEKK7UxSFk8ez2bllKzu3buHowYP8sP9OUHgYYyZM5LYpU+k/aBAqlcppse7btYtP33uX7Zs2OcSZOmggC37yEDePG49Go+mwx3578UsOw2Z9/P2Zt2gRc+673ynJuytltVrZs2M7Kz/8kJ2bN2OxWOzb/IODuX3WLGbOnUdUr15OjFK0J0niCSGEEEIIIYQQXVxleTn7du1i9/Zt7Nm+ncry8jb7RPTqxajbxjN24u30GzDAqYsYNNbXs37lSj59/z3OnDplL1drNIyaNIF7HlxEvwEDO+SxFUVh744dvLV4MZn799nLu0ryrqaqijWfLGfVRx9RWFDgsG3gyBuZNf8eRo0bh9bNzUkRio4iSTwhhBBCCCGEEKKLqaqo4PDevRzcs5t9u3ZxOje3zT5qtZqUARncPHYso8aOp3diotN63J134tgxViz9gI2rV9Pc1GQv9/bzY+qc2Tz81GN4+gZ0yFDJ86vcvv3yYrIOHrSX+wYEMHfhQpdO3imKwtFDh/jsg/fZsnatw5Bo34AAbp81izvn3010bKwToxQdTZJ4QgghhBBCCCGEC7NarRScPs2R/fs5cmA/mfv3O/Re+77A0BCG3nQTN425laEjR+IXENDJ0bbV2NDApjVfsHrZMrIzMx22xaemMPu+B5gwbRpe3h72+c7ak9VqZfumTbz76qtkH7nw+L6BAcxb9BNm37vAZZN3zU1NfP7xcj559z1ysrIctvUdPIjZ99zLLRMndfm57sSVkSSeEEIIIYQQQgjhIhRFofjcOU4cPcrxrCMcO3yY7MxMGuovvqCIl68P6cOGMfzGkQwbeRNxffo4vbcd2J7Hob17WPvpZ2xZt9ah153O3Z1RkyYxd8EC+mYM6LB4LRYLW9atY8mrr5J3Isde7h8czPyHHuKuu+9x2dVmCwsKWPnhB6xZ/gm1NTX2cr2nJ+NnTGfOvfeRkJzsvACFU0gSTwghhBBCCCGEcIKG+nrO5B7n0P7D5B7L5uTx4+QeO0Z9Xd0ljwkOD6fvgAEMHjacQcOHE5+c7NS57X7obH4+G1evZv3KFW3ma+vVJ4Hpc+cy+Y47O7SHoNFg4MtVK3n/P69x7ky+vTwoPIx7HnqYGXPnodfrO+zxr9X5hSo+efc9vv16q8MiHzEJCdx5zz1MmXknXj6yYnZPJUk8IYQQQgghhBCig5hNJooLCyksOMPZ06cpOH2agrw88k+doqy4+LLH6j08SOjXl7SMDNIGDKT/wEGERUZ2UuRXrqKsjK3r17Fh9WqOHjrksM3Dy4vRkyZy57y76Teg43rdATQ1NrJ62TI+eutNyktK7OVhMdEseORRpt45CzedrsMe/1o11tezbsVnfPreexScPm0vV2s0jJo4njkL7iNjyHCX6GEpnEuSeEIIIYQQQgghxDVQFIWmhgbKS0spLS6irLiEsuJiis+do7jwHMXnzlFaVITVav3R+woIDiYuKZHE1L70TetPcloaMXFxaDSaTngmV6+yvJxvNmxg87q1HNy926HXmFqtJn34MKbNms0tEyd2+JDV6spKPn3vPT55713qa2vt5b36JHD/Y08wfsoUtFrXS3+cPX2aT99/jzWffkpTQ4O93DcwgKmz5zD3/gUkpfShtq6pQxb6EF2P672KhRBCCCGEEEIIJ1AUhabGRupqa6irqaWupoba6mpqqqqoqaqiurKS6soKqioqqCyvoKKslJbm5qt6jODwcKLiYumd0Iek1BTSMtIIjYrBzz+og55V+yksKGDbV1/xzYYvydy/3yFxBxDfN5VJM+5g4rTpBIeGdng8Z/PzWfbWW6z59BOMBoO9PDkjnQceeYybx493qaHGYBsyu3v7dj5ZsoRvv/naYVtCv77Mvf8Bxk+Ziru7Oxqt9LwTjiSJJ4QQQgghhBDCJSiKgqIoWC0WrFYrVqsVi8Viu5jNWCwWzCaT7dpswmQ0YTaZMJlMmIxGjEYDRoMBo8GIwWDA0NLSemmmpbmZ5qZmmpsaaW5qoqmhkcaGepoaG2mor6ehvp7G+vor6jV3OXoPD0KjIgmLiiIyKpqYXrFEx8URFRNDVGwsHp6e9n01WpV9NVZX7GllNps5evAgu77+mh2bN5F34kSbfXr1SWDclKlMnDqNmN69OzwmRVHI3L+fZW+9xTcbNzgkEgffPJKFjz/JgKHDXG7oaVNjI+s++4xP3nuXgrw8e7lGq+XmCbcx/4GFpA0c6HJxC9ciSTwhhBBCCCGEEB2uoqKCu+6aRu7JXEBBUS4k7TifvLvOBFpH8vT2xjcggIDgIAKDgwkKDiY0LJyQsDCCQ8MIjYggNCICH1/fLp2IKS0qYs+OHezZsZ3d27ZddJGNhH59uXXiJMZOmkRsfEKnxGU2mfh6wwaWvf2Ww7x7Gq2WMZNv5/6HHqFPamqnxHI1is6e5dP33uWL5csdVhj2Cwpk+ty5zLpnASFhYU6MUHQlksQTQgghhBBCCNHhTp7M5ejRrE5/XJVKhbuHB+4eetz1ejw8PfHw9MLD0xMvHx+8vb3x9PbC19cPX18/vHx88PX3x9ff9rdfYCD+AQEuuSBCe6iurOTA7u848N137Nu1y6GX2HlaNzfShw9jzPgJjB43jtCIiE6Lr7a6mlUffcRnH7zvsFiFp7c3k2ffxd0PLnK5xT4UReHg7t18vOQddmza5JCcju+byrwHHuS2KVPRubs7MUrRFUkSTwghhBBCCCFEhxs+/Abee+9DDudlYzCYUKwKqFSozl9QodZoUKtVqFRq1BoNGo0atVqDRqtBo9Gi0WrQat3s125utovWTYvO3R03nTs6nQ6duzvuej3u7u646XRdumdce1IUhaKzZ8ncv4/D+/aRuW8fp3NzL7pvWHQUw24exahbxzJ4xAiHYcCd4fiRI3z63nt8teYLh/nuQqMimfPAA0yfPRcvb+9OjenHGAwGvvr8c5YveYfc7Gx7uVqj4cbx47jngYWkDxkir0dxzSSJJ4QQQgghhBCiw6lUKqZMmcZQ1Vjq65tdcg647qa2uprjWUfIzjzC0UMHOXroENWVlRfd18ffn/ShQxhx82iG33wz0bGxnRwttDQ3s/mLz1n65ttkHTzksK3/sKHMf+BBbh433uVW7C0vLWXF0g9Y/dFHDvXr7evLlDlzmLPgPsKjopwYoeguJIknhBBCCCGEEEJ0YYqiUFJYyMmc4+QeO8aJo8c4cewoxefOXfKYgOBg0oYMZvDQYQy+YQTxyclOW8n15PHjfLH8Y9avWOEwB5+7h56x06Yxb8H9Ljnf3dHDh1j+zhI2r1uLxWy2l0fHxzPngfuZMnMWeg8PJ0YouhtJ4gkhhBBCCCGEEF2A2WympLCQgrw88k+d5HTuSfJPnSTvxAmaGhoueZxGqyU2KZH+AwcxcPAQ+g0cSFSvXk4d1tlQV8fmdWv5/OOPOXb4sMO2qN5x3DF/PtPumoOPr6+TIrw4s8nElvXrWb7kHYcFNgCGjh7F/AcWMvzmm2XIrOgQksQTQgghhBBCCCFcRFNjIyWFhRSfO0fR2QLOnSmgsOAM586cobCgALPJdNnjtW5uxCYlkpjal7790ug7IIM+Kam4u8AiChaLhX27drLusxV8s3EDhpYW+zatmxsjbxvHwkceIjl9AFaLEwO9iOrKSlZ99CErli6lorTUXq739GTCzDuYf/+D9IqPd2KEoieQJJ4QQgghhBBCCNHBFEWhrqaGyvJyKsrKKC8tpbK8lNqqCs7mn6WkqIiy4mJqq6uv6P7UajXhMTH0SoinT3IKSSmpxCclERsfj9bNrYOfzZVTFIXjR46wYfVqNq35gsrycoftvRL7MG32bCbfcSdBoUH4+XpSW9cEuMaciTlHj/LJkiV89cXnGI1Ge3lYdBSzFtzHjNlz8Hax3oKi+5IknhBCCCGEEEIIcRUsFguNDQ001NVRX1tLXW0tdbU11NXUUltdTU1VFbXVVVRXVVFdWWm//FgvuosJDA0hIqYXUbGxxMcnEBsfT3RcHDG9e7tE77qLURSFU8ePs2ntGjavXce5M/kO2739/Lh1ymRm3DWHlP79XW7oqdlk4usNG/jk3XfJ3L/PYVv68GHMf2AhN40d63ILbIjuT5J4QgghhBBCCCG6BYvFgtlsxmw0YjKZbBejEaPRiMlowGg0YjQYMLS0YDQYaGluwdBiu7S0NNPS1ExzcxMtTc00NTXS3NhEU2MDTY2NNDY02C719TQ1NrZLvFo3N0IiwggKDSMsMpLwiEgio6KJiIkhIjqa8MjILrMwgtVqJTvzMF9/uYFvNm7gbH6+w3Y3nY5hY0YzecYdjLzlVnQumICsLC9n9bKPWPnhhw5DZnV6PeOnT2fe/Q+QkJzsxAhFTydJPCGEEEIIIYQQHa6pqYlf/epnZJ88jsVixWptHS6p2HpuKShYrVZQFBRFwWpVsFotWK1WrBar7bbFgsVqxWI2Y7FYHK5NJhOK4vwhmDq9Ht8Af/wCAvALCCAgKJig4GCCg0MIDAkhODSEoOAQgsPCCAwJxN/Pi9q6Jixm58d+tVqam9m7cwc7Nm9m19atVJSVOWzXaLUMHDGC2yZP4ZaJE11y2KmiKBw5cIDP3n+fLevXOfSWDI2KZOY99zJjzlz8/P2dF6QQrSSJJ4QQQgghhBCiw+3fv5ePP/7I2WFcklarReehR+/hid7TAw9PLzw8PfD09MLT2xsvLy+8fHzw9fXD28cHbx8ffPx88fHzw8fHF9+AAHz9/dHr9Vf8mK42jPTHKIrC6dxcdm/bxnfbvuHQnj0O88SBrXfhoJE3MnbCJEZPmOCyya/mpiY2fr6azz74gNxjxxy2ZYy4gXn3PSBDZoXLkSSeEEIIIYQQQogON3z4CH75y+fIOnUck8mMVYHzOSyVSoUKFSq1GrVaDSoVGo0GlUqFWqNGo9ag0WhQqzVotBq0Gq3tWuuGRmPbpnVzQ+umRat1w83NDTedDrfWMjedOzqdDjedDne93nZxd7ddWv92pcUgXIWiKBQWFHBw92727drF/m93tVmYAmxz3A0bPYrRY8cx8pZb8fL2dkK0VybvxAlWfriU9StW0thQby/38PJiwsw7mLPgfuISEpwYoRCXJkk8IYQQQgghhBAdTqfT8etf/4ZSVSP19c1dcvhod2c2mTh5/DhHDh7gyL79HNq3l/KSkovum9CvLzeMGs1No8eQNmgQWq3rphdaWlr4+sv1rPrwQw7vc1yoIjYpkTvvuYfbZ8x06eSjECBJPCGEEEIIIYQQosexWCycO5PP8SNZZGdmkp2ZyYljR2lpbr7o/qFRkQwaMYIRN41iyIgRBIaEdHLEV+9UTg6ff/wx61euoL621l6udXPjpgm3MeeeBWQMHdrlhjWLnkuSeEIIIYQQQgghRDdWW11NXu4J8nJOcConh9zj2Zw6fpzmpqZLHhMZF0v6kCEMvWEEA4cPJyIquhMjvnaNDQ1sXruGL5YvJ+vgQYdt4TExTJs7lxmz5xAQFOSkCIW4dpLEE0IIIYQQQgghurjGhgaKz57l3JkznDuTz9n8fAry8jiTl0d1ZeVlj/X29SWpfxr9MjLIGDSEtIED8QsI6KTIr5/VauXQnj2s+fQTtq5f79CbUKvVcuP4cdx1970MuuEG25yLQnRRksQTQgghhBBCCCFcmMlopLK8nPLSUspLSigvLaW0qJCSoiJKCgspPneOmqqqK7qvkIgIeiclkdyvL6n9+pPYty9RvXp1ySGlBXl5rF+1ki9XrqSksNBhW0xCAtPmzGHKzDvxDwx0UoRCtC9J4gkhhBBCCCGEEJ3EYrHQ1NhIfW0tDfW1WM0tFJ0robqymprqamqrq6iurLRfKsrKqKupuarH0Gi1hEVFER0XR+8+fYjvk0hcnz4kJCXh5ePTMU+sk1SWl7N57Ro2rF7NscOHHbZ5+vhwy+2TuGPOXPpmDOiSiUkhLkeSeEIIIYQQQgghBKAoCmaTCaPRaL82GY0YDQYMBgPG1ouhpQVDSwstLc20NLfQ0tREc3MTLU3NNDc30dzYRFNTI02NtktjfQON9fU01NfT2FB/3XGqVCoCQoIJCY8gLDKSyJhoYnrFERkTTVSvWCKiotC6ubVDjbiG2upqvtm4gU1r1rD/22+xWq32bWq1mkEjRzJl5kxGT5iIXq93YqRCdCxJ4gkhhBBCCCGE6HBms5nXXnuNIyePYTKZsVoVh+2KorRebLdRFKyK9cJtq4JitaKgYLVaUaxWLOevLVasVgtWi8XxttXaWmbBbDJhsViwmM2Yz19MJvu1yWTCbDI5qXZs9J6e+Ab44x8UREBgEAFBgYSEhhESFkZQcAgh4eGEhIURHBrarZJ0F1NdWcm2rzay9csv2bdrFxaz2WF7n7R+TJg2nUnTZxDUBVbKFaI9SBJPCCGEEEIIIUSH++67Xfz2t792dhgdQqVS4e7hgd7DA3dPDzw9vfDw8sTD0wsvH2+8vbzx8vHB18cXHz8/vH188PHzxS/Qn8jIMNRuenx8/NG5uzv7qThV4ZkCVm7/ho1frOXg7j0OPe4AouN7M3byFCZNn05sfIKTohTCeSSJJ4QQQgghhBCiww0YMJDbb59C9qkcLBYrimJLfjnMWqZSoVK1lqvVrXOaqVCrL/ytVqlRqVW222oNGo0alUqNRqNBrVG3lmlQazRo1GrUGg1arRaNVotGo8HNzc32t0aDm5vO9rebFjedzv63m06Hm852rdPp0Lm746bT4a7X465zx12vR+fujt7TE72HBzqd7prmX9NoVfj5elJb14TFrPz4Ad2M2WTiyMEDfLv1a3Zu3UreiZw2+0T1jmPMhIlMnDqNhJQUmedO9GiSxBNCCCGEEEII0eG8vX344INllKoaqa9v7pFJq55OURQKCwrYs2MHe7ZvZ/+3u2iobztHYEK/vtw8dhzjb59M78RESdwJ0UqSeEIIIYQQQgghhGh3iqJQdPYsh/bu5cB333Lg228pKSpqs5/O3Z304cMYPX4c02ZOx8PHX5K8QlyEJPGEEEIIIYQQQghx3QwGAyeOHuXooUNkHTzA4X37qCgtvei+Ub3jGHbTzYwcPYbBI0ag9/BwGF4shGhLknhCCCGEEEIIIYS4Kk2NjZzOPUHO0WOcOJrF8awsTuXkXHKF36DwMAYOH86wESMZOnIk4VFRnRyxEF2fJPGEEEIIIYQQQghxUbU1NZzLP03+qTzOnDxJ/qmT5J04QWFBwWWPi06IJ33wYAYPG0764CFE9eolc9sJcZ0kiSeEEEIIIYQQQvRAFouFmqoqyktKKCspprS4mJLCQorPnaPkXCHnCs5QX1v7o/cTEhlBYr9+9E3rT/+Bg+ibno63r28nPAMhehZJ4gkhhBBCCCGEEF2UxWKhpbmZluZmmhobaWpspLGhnsaGBhrq6qivraW+to7ammpqqqqpra6iurKSqooKqisrsVqtV/xYXr4+xMTHE9cnkZTUVPqkpNInJQW/gIAOfIZCiPMkidcNVRmbON1YRUFTNdWmZposJlosJrQqNe5qLb5uesLcvYny8CPBOxidWuPskIUQQgghhBDdnKIofPPNVg6eOkaLwYj1B6uPKsqFvxWU72+wbzu/i3K+TFFQ+P52xb6T7aZyYV++f7t1N+UHZd+7rwvbfni/bfe1x/K9x/z+41mtVlDAarWiKFasVitWqwJY0ahVtBiMWMwW28VixmK2YDabMJvNmE1mTCYjZpMJg8GAyWjEZDTS0txs/7s9+QcFERoZQXhUNDFxccTG9SYqthdx8QkEBAfLkFghnEiSeN1IWUsDOypPc7Kh4qLbjYoFo9VCvdlAYXMtB2oK0ajUJHoHMyIolhB3706OWAghhBBCCNFT7N+/lzvumOrsMHokDy8vvP388A8MwC8ggIDAIIJCQwgNCSMwJISQ8DBCwyMIDgtDr9c7O1whxCVIEq+b2Ft1lq3lJ9uU69QafLTueGp1WBWFRouRepMBi2LrMm1RrByvL+N4fRm3h6eS5hfe2aELIYQQQggheoCYmF7ExsZx5kx+u9yfSqWy9QprvVZd2GDvLXZhO9j3OL+/rfDCvqgct9l2bf3Htt3eC82+30W2n3+81ttqldq+r1qtaS1TodaoUWs0uGk1KCoVGrUGtUaDRqNFq9Wi0WrQaLW46XS4abW4uelw0+lw17uj07njoffAXa/HXe+Oh6cXHp6e6D088PLxxsvbB08vL3x8ffHy8UGrlZ/+QnQH8k7uBjaW5nCopsj+t0alJt0vgr6+YUTofVH/oLuz2WrlXHMNJxsqOFJXgslqAaDBbOjUuIUQQgghhBA9R1hYOAcOHKHQUktDfTMWs2JPgJ33/aGaP7zdHYdxarQq/Hw9qa1rstWHEEJchiTxurhDNYUOCbxgdy9mRvbHX+dxyWO0ajVxXoHEeQUyMrg331WdYV/1uc4IVwghhBBCCNGDqVQq3Nzc0LqZUakkaSWEEFdDknhdWJWxic1lF4bQBuk8mR8zEL3G7Yrvw0Pjxi0hfUj0DqHe1NIRYQohhBBCCCGEEEKI6yRJvC5sd1WBfW47lUrF5IjUq0rgfV+0hx94+LVneEIIIYQQQgghhBCinaidHYC4No1mI8fqSu1/J3oHE673dWJEQgghhBBCCCGEEKKjSBKvi8pvqrL3wgNI94twYjRCCCGEEEIIIYQQoiNJEq+LOtdU6/B3tIe/cwIRQgghhBBCCCGEEB1OknhdVImh3n47SOeJTq1xYjRCCCGEEEIIIYQQoiNJEq+LarIY7be9te5OjEQIIYQQQgghhBBCdDRZnbaLarGY7bfdNVf23/hlyXHqzYbL7nN7eCpeWt11xSaEEEIIIYQQQggh2pck8bqo7y9qoVVdWYfKs821VBubLruPWbFcV1xCCCGEEEIIIYQQov3JcNouSq++kH81WM2X2VMIIYQQQgghhBBCdHXSE6+Lcte40WQxAY5Day/nJ72HtykraKpm2dlD7RmaEEIIIYQQQgghhGhn0hOvi/J309tvVxobnRiJEEIIIYQQQgghhOhoksTroqI8/Oy3Wyxmqo3NToxGCCGEEEIIIYQQQnQkSeJ1Ub08/B3+zqkvc04gQgghhBBCCCGEEKLD9agkntFo5O9//zs33XQT6enp3HXXXezcufOKji0tLeXpp59myJAhDBo0iEcffZSzZ892cMSXFuXhR4DO0/734doihxVrhRBCdL7u1M4IIYRwPdLOCCFEz9ajknjPPfccS5YsYerUqfz3f/83Go2Ghx56iH379l32uMbGRhYsWMDevXt5+OGHeeqpp8jOzuaee+6hurq6k6J3pFKpGBYQY/+71tTCrsp8p8QihBDCpju1M0IIIVyPtDNCCNGz9ZjVaTMzM1m7di3PPvssCxcuBGDGjBlMmTKFf/zjHyxbtuySx3744Yfk5+fzySefkJ6eDsDNN9/M1KlTeeedd/j5z3/eKc/hh9L8wjlSV0xRcx0A31UV4O/mQX+/CKfEI4QQPVl3bGeEEEK4DmlnhBBC9JieeF9++SUajYY5c+bYy9zd3Zk1axYHDx6kuLj4ksdu2LCB/v372xs8gISEBEaMGMH69es7NO7L0ajUTIvoh15jy8UqisL6kuNsKM2h3mT40eMNFjMn6ss7OkwhhOgRumM7I4QQwnVIOyOEEKLH9MTLzs4mLi4Ob29vh/LzDVl2djYREW17sFmtVnJycrjzzjvbbOvfvz87duygoaGhzf12hLq6WrLyj1NWW4fVotjLB1nd+NpQSYNiAmBrZQXbTh0hXONBmNoDb5UbepUGABNW6q0mKqwtFFqaMHFhHj0NKk40ZeGp6hovC7VGhbeXnobGFof66MmkThxJfThy5fqIjY8H72Bnh3FdukM7A7a2JjP3CMYWk8u9TpzBld83ziD14Ujqw5Er10dEXBz4hDg7jOvSndqZw7mHaWoyuNzrxBlc+X3jDFIfjqQ+2nLVOlEU6J/clxB9x36Wdo1sTTsoLy8nJKRtw32+rKzs4qu71tTUYDQaf/TYq2n01GoVarXqivcHW2OXkdGP2tqai++gd4Mb+qLqdW1fTpSz5bDvBFvqm6/peCGEuB4+vr4cyczG19fP2aFcs67ezoCtrRk6MOPSbY0QQnRR3r6+HDqURaB/oLNDuWbdpZ257G8aIYTownz9/Mg8fKxDf9P0mCReS0sLOp2uTbm7u7t9+8UYDLZhqZc79vw+Vyoo6OozswEBXtTUVNNiNlJjvHisAOcaa9hWkseJunKazKbLx6H3pH9ABEOCYgj16Jwzb0IIcTHuGi0B7p4/vqML6+rtDNjamqrqSsqaG67peCGEcFUqlYpQvTcq1dUnnlxFd2lnamqqqTI0YbSYr+k+hBDCVQXoPHDXunXoY/SYJJ5er8doNLYpP99g6fX6ix53vmG73LHn9+kMeq2OcG3bBvi8cE9fhoT0QlEUzjXWUtpST4PJQJPZhE6jwVOjw99dT6xXAF5unRe3EEJ0d92lnVGr1IR7+nba4wkhhLgy3aWdAQjs4ifuhBDCWXpMEi8kJITS0tI25eXltoUdQkNDL3qcv78/Op3Ovt/VHOtMKpWKGG9/Yrz9nR2KEEL0CD2tnRFCCNG5pJ0RQgjRY1anTUlJIT8/n4YGxyFChw8fBiA1NfWix6nVapKSksjKymqzLTMzk5iYmE6bBFYIIYTrknZGCCFER5J2RgghRI9J4k2cOBGLxcLHH39sLzMajaxYsYKMjAz7Sk5FRUWcOnXK4dgJEyZw5MgRjhw5Yi/Ly8vju+++Y+LEiZ3zBIQQQrg0aWeEEEJ0JGlnhBBCqBRFcZ01eTvY008/zaZNm7jvvvuIjY1l5cqVHDlyhCVLljB06FAA7r33Xvbs2UNOTo79uIaGBu644w4aGxt58MEH0Wq1LFmyBIvFwurVqwkM7LqrXAkhhGg/0s4IIYToSNLOCCFEz9ajkngGg4EXX3yRL774gtraWpKTk3n66ae5+eab7ftcrNEDKCkp4fnnn2fnzp1YrVaGDx/Or3/9a2JjYzv7aQghhHBR0s4IIYToSNLOCCFEz9ajknhCCCGEEEIIIYQQQnRFPWZOPCGEEEIIIYQQQgghuipJ4gkhhBBCCCGEEEII4eIkiSeEEEIIIYQQQgghhIuTJF4XYDQa+fvf/85NN91Eeno6d911Fzt37nR2WO2usbGRxYsXs3DhQoYNG0ZycjIrVqy46L6nTp1i4cKFDBw4kGHDhvHLX/6SqqqqNvtZrVbeeOMNbr31Vvr378/UqVNZs2ZNRz+V65aZmckf//hHJk+ezIABAxgzZgxPP/00p0+fbrNvd68LgNzcXJ566inGjh1LRkYGw4cP5+6772bLli1t9u0J9XEx//d//0dycjJTpkxps+3AgQPMmzePjIwMRo4cyZ///GcaGxvb7NdTPmtEWz3l/17amQuknWlL2prLk3ZGXK+e8P8v7YwjaWscSTvz46St+XFaZwcgftxzzz3Hhg0bWLBgAXFxcaxcuZKHHnqId999lyFDhjg7vHZTXV3Nq6++SmRkJMnJyezZs+ei+5WUlHD33Xfj4+PDz372M5qamnj77bc5ceIEn3zyCTqdzr7vv/71L15//XVmz55N//792bx5M8888wwqlYrJkyd31lO7am+++SYHDhxg4sSJJCcnU15eztKlS5k5cyYff/wxSUlJQM+oC4CioiIaGxu54447CA0Npbm5mY0bN/Loo4/yxz/+kTlz5gA9pz5+qKSkhNdeew1PT88227Kzs7n//vtJSEjgueeeo6SkhLfffpv8/HzefPNNh317ymeNaKun/N9LO3OBtDNtSVtzadLOiPbQE/7/pZ1xJG2NI2lnLk/amiukCJd2+PBhJSkpSXnzzTftZS0tLcq4ceOUOXPmODGy9mcwGJSysjJFURQlMzNTSUpKUj777LM2+/3ud79T0tPTK4ZngwAAEj9JREFUlcLCQnvZzp07laSkJGXZsmX2spKSEqVfv37KH/7wB3uZ1WpV5s+fr4waNUoxm80d+Gyuz/79+xWDweBQdvr0aSUtLU155pln7GU9oS4uxWw2K9OmTVMmTJhgL+up9fHTn/5UWbBggXLPPfcokydPdti2aNEiZeTIkUp9fb29bPny5UpSUpKyfft2e1lP+qwRjnrS/720MxdIO3NlpK2xkXZGXK+e8v8v7YwjaWt+nLQzF0hbc2VkOK2L+/LLL9FoNPasPIC7uzuzZs3i4MGDFBcXOzG69qXT6QgJCfnR/TZu3MiYMWOIjIy0l914443ExcWxfv16e9mmTZswmUzMnz/fXqZSqZg3bx4lJSUcPHiwfZ9AOxo0aJDDGRaAuLg4EhMTycvLs5f1hLq4FI1GQ0REBPX19faynlgfe/fuZcOGDfzXf/1Xm20NDQ3s2rWLadOm4e3tbS+fPn06np6eDnXSkz5rhKOe9H8v7cwF0s5cGWlrpJ0R7aOn/P9LO+NI2pofJ+2MjbQ1V06SeC4uOzubuLg4hxcrQHp6un17T1JaWkplZSVpaWlttqWnpzvUR3Z2Np6eniQkJLTZ7/z2rkRRFCoqKggICAB6Zl00NTVRVVVFQUEBS5YsYdu2bdxwww1Az6wPi8XCn/70J2bNmkVycnKb7Tk5OZjN5jZ1otPpSE1NbVMn8lnTM8n/vaOe+FlynrQzNtLWXCDtjGgv8v9/QU/7HPkhaWuknfkhaWuujsyJ5+LKy8svejbnfFlZWVlnh+RU55/vpeqkpqYGo9GITqejvLycoKAgVCpVm/2+f19dxeeff05paSlPPfUU0DPr4q9//Ssff/wxAGq1mvHjx/M///M/QM+sj2XLllFUVMSSJUsuur28vByA0NDQNttCQkLYv3+/w77yWdMzyf+9o574WXKetDM20tZcIO2MaC/y/39BT/sc+SFpa6Sd+SFpa66OJPFcXEtLS5suyGDrEnp+e09iMBgAfrROdDpdt6q7U6dO8cc//pGBAwdyxx13AD2zLu677z4mTpxIWVkZ69evx2q1YjKZgJ5XH9XV1SxevJjHHnuMwMDAi+5z/nlc6rl+/3l2hzoR10b+7x31tM+S86SduUDaGhtpZ0R7kv//C3rS58gPSVtjI+3MBdLWXD0ZTuvi9Ho9RqOxTfn5N7der+/skJzq/JvvSuqku9RdeXk5Dz/8MD4+Prz00ktoNBqgZ9ZFQkICN954IzNmzOC1116jqamJRx55BEVRelx9vPjii/j5+XHPPfdccp/zz+NSz/X7z7M71Im4NvJ/76infZaAtDM/JG2NjbQzoj3J//8FPelz5PukrblA2pkLpK25epLEc3EhISH/v727D4qq+uM4/kFELaRIM3won2V9CJEKRkwlAUXTdHyYHkYgtTRrdNT8Q5opbSqLP0pNo2nGNC2ltEYkMUkTNDPFyEIZTDTbRkBF0U0RZRH29wfD4v6WRVFgF/b9mmFGz7l79su5ej8zZ++ea7199Ga13VLanFX9vo7mxNfX17ry3qFDB124cEEWi8XuuJvHcmVXrlzRzJkzdeXKFX3++efy8/Oz9rnbXNQkKipKR48e1T///ONW82E0GrV582bFxMSosLBQeXl5ysvLU2lpqcrKypSXlyeTyVTrbePnz5+3+T251rgvzr0td7qWSOTM7XDHrCFnUN84/9Xc5TpyM7Kmdu6YMxJZc6dYxHNxffv2ldFoVHFxsU17VlaWJKlfv37OKMtp/Pz81K5dO2VnZ9v1HTlyRH379rX+vV+/frp27Zr+/vtvm+OaytyVlpZq9uzZMhqN+uyzz9S7d2+bfneaC0eqbocuLi52q/k4d+6cKioq9N577ykiIsL6k5WVJaPRqIiICCUkJMjf318tW7a0mxOz2axjx47ZzAnXGvfFubflTtcScub2uGPWkDOob5z/au5yHalC1tyaO+aMRNbcKRbxXNzo0aNVXl5u3fhSqvzHumXLFgUGBqpTp05OrM45Ro0apT179tg8HvrAgQMyGo0aPXq0tS0iIkJeXl5KTEy0tlksFn3zzTfy8/NTUFBQo9ZdF+Xl5Zo/f77+/PNPffzxxw5rdYe5kKSioiK7trKyMiUnJ6tNmzbWJzK5y3z06dNHCQkJdj99+vRR586dlZCQoClTpsjHx0ehoaH6/vvvbYIsOTlZJSUlNnPCtcZ9ce7tucO1hJyxR9ZUI2dQ3zj/ttzhOiKRNf+PnLFF1twZHmzh4gIDAzV69GgtW7ZMRUVF6tatm5KSkpSfn6+lS5c6u7x6t2HDBl2+fNl6q2x6errOnj0rSYqJiZGPj49mz56t1NRUxcbGKjY2ViUlJVqzZo38/f01efJk61gdO3ZUbGys1qxZoxs3biggIEA//fSTMjMz9eGHH1r3YXBF8fHxSktL04gRI2Q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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "from qDNA.tools import save_figure\n", - "from qDNA import DNA_Seq, TB_Ham, plot_average_pop\n", - "\n", - "# parameters\n", - "kwargs = dict(source = 'Simserides2014')\n", - "upper_strand, tb_model_name= 'GGGGG', 'WM'\n", - "J_list, J_unit = np.linspace(0, 300, 100), 'meV'\n", - "\n", - "dna_seq = DNA_Seq(upper_strand, tb_model_name)\n", - "tb_ham = TB_Ham(dna_seq, **kwargs)\n", - "\n", - "# plotting\n", - "fig, ax = plt.subplots(1, 3, figsize=(15, 5))\n", - "plot_average_pop(ax, tb_ham, J_list, J_unit)\n", - "\n", - "if save:\n", - " save_figure(fig, 'Fig_S3a', SAVE_DIR, format='pdf')" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "id": "969e188f-996e-413a-b31b-18702b2f333c", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Successfully checked all inputs for the TB_Ham instance.\n", - "Successfully checked all inputs of the TB_Model instance.\n", - "Successfully initialized the TB_Model instance.\n", - "Successfully initialized the TB_Ham instance.\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "from qDNA.tools import save_figure\n", - "from qDNA import DNA_Seq, TB_Ham, plot_average_pop\n", - "\n", - "# parameters\n", - "kwargs = dict(source = 'Simserides2014')\n", - "upper_strand, tb_model_name= 'GGGGGG', 'WM'\n", - "J_list, J_unit = np.linspace(0, 300, 100), 'meV'\n", - "\n", - "dna_seq = DNA_Seq(upper_strand, tb_model_name)\n", - "tb_ham = TB_Ham(dna_seq, **kwargs)\n", - "\n", - "# plotting\n", - "fig, ax = plt.subplots(1, 3, figsize=(15, 5))\n", - "plot_average_pop(ax, tb_ham, J_list, J_unit)\n", - "\n", - "if save:\n", - " save_figure(fig, 'Fig_S3b', SAVE_DIR, format='pdf')" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "id": "e68e073f-b740-4c49-8c43-a8dc51c02208", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\Users\\Dennis Herb\\anaconda3\\envs\\qDNA\\Lib\\site-packages\\numpy\\lib\\function_base.py:2889: RuntimeWarning: Degrees of freedom <= 0 for slice\n", - " c = cov(x, y, rowvar, dtype=dtype)\n", - "c:\\Users\\Dennis Herb\\anaconda3\\envs\\qDNA\\Lib\\site-packages\\numpy\\lib\\function_base.py:2748: RuntimeWarning: divide by zero encountered in divide\n", - " c *= np.true_divide(1, fact)\n", - "c:\\Users\\Dennis Herb\\anaconda3\\envs\\qDNA\\Lib\\site-packages\\numpy\\lib\\function_base.py:2748: RuntimeWarning: invalid value encountered in multiply\n", - " c *= np.true_divide(1, fact)\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import numpy as np\n", - "from qDNA.tools import get_sorted_dict, save_figure\n", - "\n", - "directory = DATA_DIR\n", - "dominant_filename = 'dipole_7bp_J0'\n", - "\n", - "num_sequences = 101\n", - "\n", - "fig, ax = plt.subplots(1,2, figsize=(15,5))\n", - "for J1, J2 in [[0,0.5],[0,1],[0.5,1]]:\n", - " filename1, filename2 = f'dipole_7bp_J{J1}', f'dipole_7bp_J{J2}'\n", - " A = get_sorted_dict(dominant_filename, filename1, directory)\n", - " B = get_sorted_dict(dominant_filename, filename2, directory)\n", - " corr_list=[]\n", - " for x in range(1,num_sequences):\n", - " corr_list.append( np.corrcoef(list(B.values())[:x],list(A.values())[:x])[0, 1] )\n", - " ax[0].plot(corr_list[:num_sequences])\n", - " ax[1].plot(corr_list[:num_sequences])\n", - "\n", - "ax[1].legend(['J = 0 meV and J = 50 meV','J = 0 meV and J = 100 meV','J = 50 meV and J = 100 meV'],fontsize=12)\n", - "ax[0].set_ylabel('Dipole correlation')\n", - "ax[0].set_xlabel('Number of sequences')\n", - "ax[1].set_xlabel('Number of sequences')\n", - "\n", - "if save:\n", - " save_figure(fig, 'Fig_S4', SAVE_DIR, format='pdf')" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "id": "48a02ef3-da5f-405e-93d2-5ebb044a2345", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from qDNA.tools import get_sorted_dict, get_correlation, save_figure\n", - "\n", - "directory = DATA_DIR\n", - "dominant_filename = 'lifetime_7bp_relax0.02'\n", - "\n", - "fig, ax = plt.subplots()\n", - "for relax_rate in [0.01, 0.02, 0.05]:\n", - " filename = f'lifetime_7bp_relax{relax_rate}'\n", - " lifetime_dict = get_sorted_dict(dominant_filename, filename, directory)\n", - " ax.plot( np.array( list(lifetime_dict.values()) )/1000, '.', markersize=8, label=f'$\\gamma$ = {relax_rate} meV/$\\hbar$')\n", - "\n", - "ax.set_ylabel(r'Exciton lifetime [ps]')\n", - "ax.legend()\n", - "\n", - "chi_1 = np.round( get_correlation(dominant_filename, 'lifetime_7bp_relax0.01', directory), 2)\n", - "chi_2 = np.round( get_correlation(dominant_filename, 'lifetime_7bp_relax0.05', directory), 2)\n", - "fig.text(0.25, 0.5, f'$\\chi$ = {chi_1}',fontsize=12, bbox=dict(facecolor='blue', alpha=0.2))\n", - "fig.text(0.25, 0.25, f'$\\chi$ = {chi_2}',fontsize=12, bbox=dict(facecolor='red', alpha=0.2))\n", - "\n", - "if save:\n", - " save_figure(fig, 'Fig_S5', SAVE_DIR, format='pdf')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0aa15d96", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "qDNA", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.5" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/docs/tutorials/4_Parallelization.ipynb b/docs/tutorials/4_Parallelization.ipynb new file mode 100644 index 0000000..dd9bc3a --- /dev/null +++ b/docs/tutorials/4_Parallelization.ipynb @@ -0,0 +1,250 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "77bb61ba-c0fa-46b2-9097-c8753ac8ece5", + "metadata": {}, + "source": [ + "# Parallelized Calculations" + ] + }, + { + "cell_type": "markdown", + "id": "da535afb-72fd-4dde-a6f6-095b59bf9a0e", + "metadata": {}, + "source": [ + "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dehe1011/QuantumDNA/blob/main/docs/tutorials/4_Parallelization.ipynb)\n", + "\n", + "This notebook demonstrates how to perform parallelized calculations for several properties, including:\n", + "\n", + "* Exciton lifetime (in femtoseconds)\n", + "* Average charge separation between electron and hole (in Angstrom)\n", + "* Dipole moment (in Debye)\n", + "* Average exciton population on upper and lower DNA strands\n", + " \n", + "As an example, the calculations are applied to all 64 possible DNA triplet sequences." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "fff05946-a935-406e-b1d9-72345596b56a", + "metadata": {}, + "outputs": [], + "source": [ + "# %pip install qDNA\n", + "# from qDNA import ROOT_DIR\n", + "\n", + "# This can be used alternatively if you cloned the GitHub repository\n", + "import os\n", + "ROOT_DIR = os.getcwd()[:os.getcwd().rfind('QuantumDNA')]+ 'QuantumDNA'\n", + "os.chdir(ROOT_DIR)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "701251bd-48c7-4c02-84cf-378a24e29d27", + "metadata": {}, + "outputs": [], + "source": [ + "import time\n", + "import numpy as np \n", + "import matplotlib.pyplot as plt\n", + "from qDNA import calc_lifetime_dict, calc_dipole_dict, calc_dipole_moment_dict, calc_exciton_transfer_dict, create_upper_strands\n", + "\n", + "upper_strands = create_upper_strands(3, ['A','T','G','C'])\n", + "tb_model_name = 'ELM'\n", + "filename = 'test'\n", + "kwargs = dict(relax_rate=3, unit='rad/ps')" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "9d307305-05b9-41e6-ae89-1c56e4cbc055", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████████████████████████████████████████████████████████████████████████████| 64/64 [00:14<00:00, 4.40it/s]\n", + "100%|██████████████████████████████████████████████████████████████████████████████████| 64/64 [00:06<00:00, 10.28it/s]\n", + "100%|██████████████████████████████████████████████████████████████████████████████████| 64/64 [00:06<00:00, 10.05it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Time: 27.55949354171753s\n" + ] + } + ], + "source": [ + "# parallelized calculations\n", + "start = time.time()\n", + "\n", + "calc_lifetime_dict(upper_strands, tb_model_name, filename, **kwargs)\n", + "calc_dipole_dict(tb_model_name, filename)\n", + "calc_dipole_moment_dict(tb_model_name, filename)\n", + "calc_exciton_transfer_dict(tb_model_name, filename)\n", + "\n", + "end = time.time()\n", + "print(f\"Time: {end - start}s\") " + ] + }, + { + "cell_type": "markdown", + "id": "d79fffeb-6ea4-431b-a9d1-451442fa095e", + "metadata": {}, + "source": [ + "# Analysis" + ] + }, + { + "cell_type": "markdown", + "id": "a44f9830-8caa-43b8-9c50-be2c45525987", + "metadata": {}, + "source": [ + "We make an analysis on these triplet sequences by " + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "5825e2c8-14e6-495e-97bf-0eb4dc286010", + "metadata": {}, + "outputs": [], + "source": [ + "# load the dictionaries \n", + "from qDNA.tools import my_load\n", + "\n", + "lifetime_dict = my_load(f\"processed/lifetime_{filename}\")\n", + "dipole_dict = my_load(f\"processed/dipole_{filename}\")\n", + "dipole_moment_dict = my_load(f\"processed/dipole_moment_{filename}\")\n", + "exciton_transfer_dict = my_load(f\"processed/exciton_transfer_{filename}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "12a216d1-2cc9-4ace-85fe-b3f1c75673a0", + "metadata": {}, + "outputs": [], + "source": [ + "def normalize_dict_values(data):\n", + " total = sum(data.values())\n", + " return {key: value / total for key, value in data.items()}\n", + "\n", + "# consider only the lower strand average exciton population\n", + "exciton_transfer_lower_dict = {key: value[1] for key, value in exciton_transfer_dict.items()}\n", + "\n", + "dicts = [lifetime_dict, dipole_dict, dipole_moment_dict, exciton_transfer_lower_dict]\n", + "labels = ['Exciton lifetime', 'Charge separation', 'Dipole moment', 'Exciton Transfer']\n", + "# normalize the values \n", + "dicts = [normalize_dict_values(dictionary) for dictionary in dicts]" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "c7a4b7ce-e199-4c95-bd3a-b57d910c7aec", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Dennis Herb\\AppData\\Local\\Temp\\ipykernel_26812\\631330690.py:6: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n", + " ax.set_xticklabels(labels = dna_seqs, rotation=90)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(20,5))\n", + "for dictionary, label in zip(dicts, labels):\n", + " ax.plot(dictionary.keys(), dictionary.values(), label=label)\n", + "\n", + "dna_seqs = list(lifetime_dict.keys())\n", + "ax.set_xticklabels(labels = dna_seqs, rotation=90)\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "546d66e0-59c3-4020-bb20-856f0228b368", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# The analysis above shows there are some intersting triplet sequences. Let's have a closer look.\n", + "from qDNA import calc_exciton_transfer\n", + "\n", + "upper_strand ='TAT'\n", + "tb_model_name = 'ELM'\n", + "kwargs = dict()\n", + "\n", + "pop_upper_strand, pop_lower_strand = calc_exciton_transfer(upper_strand, tb_model_name, average=False, **kwargs)\n", + "\n", + "fig, ax = plt.subplots()\n", + "ax.plot(pop_upper_strand, label='upper strand')\n", + "ax.plot(pop_lower_strand, label='lower strand')\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8543326f-b8cd-4a80-9aa1-7d5d3f999243", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/tutorials/4_Parallelized_Calculations.ipynb b/docs/tutorials/4_Parallelized_Calculations.ipynb new file mode 100644 index 0000000..38782e8 --- /dev/null +++ b/docs/tutorials/4_Parallelized_Calculations.ipynb @@ -0,0 +1,250 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "77bb61ba-c0fa-46b2-9097-c8753ac8ece5", + "metadata": {}, + "source": [ + "# Parallelization" + ] + }, + { + "cell_type": "markdown", + "id": "da535afb-72fd-4dde-a6f6-095b59bf9a0e", + "metadata": {}, + "source": [ + "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dehe1011/QuantumDNA/blob/main/docs/tutorials/4_Parallelization.ipynb)\n", + "\n", + "This notebook demonstrates how to perform parallelized calculations for several properties, including:\n", + "\n", + "* Exciton lifetime (in femtoseconds)\n", + "* Average charge separation between electron and hole (in Angstrom)\n", + "* Dipole moment (in Debye)\n", + "* Average exciton population on upper and lower DNA strands\n", + " \n", + "As an example, the calculations are applied to all 64 possible DNA triplet sequences." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "fff05946-a935-406e-b1d9-72345596b56a", + "metadata": {}, + "outputs": [], + "source": [ + "# %pip install qDNA\n", + "# from qDNA import ROOT_DIR\n", + "\n", + "# This can be used alternatively if you cloned the GitHub repository\n", + "import os\n", + "ROOT_DIR = os.getcwd()[:os.getcwd().rfind('QuantumDNA')]+ 'QuantumDNA'\n", + "os.chdir(ROOT_DIR)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "701251bd-48c7-4c02-84cf-378a24e29d27", + "metadata": {}, + "outputs": [], + "source": [ + "import time\n", + "import numpy as np \n", + "import matplotlib.pyplot as plt\n", + "from qDNA import calc_lifetime_dict, calc_dipole_dict, calc_dipole_moment_dict, calc_exciton_transfer_dict, create_upper_strands\n", + "\n", + "upper_strands = create_upper_strands(3, ['A','T','G','C'])\n", + "tb_model_name = 'ELM'\n", + "filename = 'test'\n", + "kwargs = dict(relax_rate=3, unit='rad/ps')" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "9d307305-05b9-41e6-ae89-1c56e4cbc055", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████████████████████████████████████████████████████████████████████████████| 64/64 [00:14<00:00, 4.40it/s]\n", + "100%|██████████████████████████████████████████████████████████████████████████████████| 64/64 [00:06<00:00, 10.28it/s]\n", + "100%|██████████████████████████████████████████████████████████████████████████████████| 64/64 [00:06<00:00, 10.05it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Time: 27.55949354171753s\n" + ] + } + ], + "source": [ + "# parallelized calculations\n", + "start = time.time()\n", + "\n", + "calc_lifetime_dict(upper_strands, tb_model_name, filename, **kwargs)\n", + "calc_dipole_dict(tb_model_name, filename)\n", + "calc_dipole_moment_dict(tb_model_name, filename)\n", + "calc_exciton_transfer_dict(tb_model_name, filename)\n", + "\n", + "end = time.time()\n", + "print(f\"Time: {end - start}s\") " + ] + }, + { + "cell_type": "markdown", + "id": "d79fffeb-6ea4-431b-a9d1-451442fa095e", + "metadata": {}, + "source": [ + "# Analysis" + ] + }, + { + "cell_type": "markdown", + "id": "a44f9830-8caa-43b8-9c50-be2c45525987", + "metadata": {}, + "source": [ + "We make an analysis on these triplet sequences by " + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "5825e2c8-14e6-495e-97bf-0eb4dc286010", + "metadata": {}, + "outputs": [], + "source": [ + "# load the dictionaries \n", + "from qDNA.tools import my_load\n", + "\n", + "lifetime_dict = my_load(f\"processed/lifetime_{filename}\")\n", + "dipole_dict = my_load(f\"processed/dipole_{filename}\")\n", + "dipole_moment_dict = my_load(f\"processed/dipole_moment_{filename}\")\n", + "exciton_transfer_dict = my_load(f\"processed/exciton_transfer_{filename}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "12a216d1-2cc9-4ace-85fe-b3f1c75673a0", + "metadata": {}, + "outputs": [], + "source": [ + "def normalize_dict_values(data):\n", + " total = sum(data.values())\n", + " return {key: value / total for key, value in data.items()}\n", + "\n", + "# consider only the lower strand average exciton population\n", + "exciton_transfer_lower_dict = {key: value[1] for key, value in exciton_transfer_dict.items()}\n", + "\n", + "dicts = [lifetime_dict, dipole_dict, dipole_moment_dict, exciton_transfer_lower_dict]\n", + "labels = ['Exciton lifetime', 'Charge separation', 'Dipole moment', 'Exciton Transfer']\n", + "# normalize the values \n", + "dicts = [normalize_dict_values(dictionary) for dictionary in dicts]" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "c7a4b7ce-e199-4c95-bd3a-b57d910c7aec", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Dennis Herb\\AppData\\Local\\Temp\\ipykernel_26812\\631330690.py:6: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n", + " ax.set_xticklabels(labels = dna_seqs, rotation=90)\n" + ] + }, + { + "data": { + "image/png": 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55Vea91227EZddlmhLrusUMuW3aj8/Ll9nucll1wiqf/XbrAzGQFIpHCloaHB/Liu7t0+txuvXe/XdyTPYzxKjvUBAADAxGZ0mKSnJys5JUnOJIcC/iCdJwAAAADGpYqKclVV7QnbAVJTc0hLlnxl0McaoUZ19UGVlW1WfX2dpk6dorq69/TJT86RJDNwMZSVbdZ7772rNWvWmp0Oy5evUFHRfG3fvlV1de9JCu0bKSlZEdbZUltbqxdeeFGvvdZTb+XKEl155VVh3SmrVt2r0tJ7VF9fp71731BJyR1hAUxe3ky98kqFtm/fqkOHDmrhwp3KzMySy5WjVavu7RPWHD5cp7KyTWYgsH//Xj3yyIPmNY3nLoVCjLVr16ik5A6de+45EV83t/uItm/fqsrKnRGfx+HDdaqoeLXf2+vq3tPPflalHTt2mLdv2PCg3nvvXc2de74WLFhofn79+g3m19j62i5denOf5ylJDzzwgL71rW/r8OHw126wMxm3G99HNTWH9MgjD6q4+KuaMydf27Y9HxZUbdz4kIqLF2vp0ptVXX1Q27dvjfj6GkHccJ/HeOQIBoPBWB/CLseODdxGNVElJzs1eXKWTp1qUVdXYMLWtbN2otW1s3ai1bWzNme2v66dtROtrp21o113/+uH9d5vPtCUaVn69v93hTbev0ttLZ266Avn6AuXfzwKJ06c12IsaidaXTtrJ1pdO2tzZvvr2lk70eraWTvR6tpZmzPbX9fO2olW187aiVbXztqc2f66dtZOtLp21ubM9te1u3aimz7dNfidxNguAAAQY0aHSVp6qCE2LS0l9HnGdgEAAAAAgBghPAEAADHV7uuUZAlPMkL/7Oj+PAAAAAAAwFgjPAEAADHVt/MkOezzAAAAAAAAY43wBAAAxFRHuxGepHT/szs8YWwXAAAAAACIEcITAAAQU306T7pDFDpPAAAAAABArBCeAACAmAkGg5bOk+Swf3YQngAAAAAAgBghPAEAADHT0e5XMBj6uHd40u7rUtC4EQAAAAAAYAwRngAAgJhp93WaH6dlhO88CQSC6uoKxORcAAAAAABgYiM8AQAAMdNhWQqflhbeeSIxugsAAAAAAMQG4QkAAIgZ61L4tIzwhfG9bwcAAAAAABgrhCcAACBmwsKTCJ0n7e2EJwAAAAAAYOwRngAAgJixhifpvXaeSIztAgAAAAAAsUF4AgAAYsYITxwOKSU1SVKvzhPLQnkAAAAAAICxQngCAABixlgYn5qWLIfDYX5sYGwXAAAAAACIBcITAAAQM0ZnibXbJCnJaXahMLYLAAAAAADEAuEJAACIGWNsV1p6Stjnje6TdsITAAAAAAAQA4QnAAAgZoyxXNbOE+ufGdsFAAAAAABigfAEAADETE/nSa/whM4TAAAAAAAQQ4QnAAAgZoxwxLokXpJS0wlPAAAAAABA7BCeAACAmOkYpPOkg7FdAAAAANCvQ4cO6v7779dVV31RVVV7Yn0cYFxJHvwuAAAA9mj3dUoaYOcJnScAAAAAJojq6oOqqtqjmppDamx0S5Jyc/OUm5unoqL5KiycL0kqLV2jV16pUFXVHlVV7dG+fYQmGL2qqj3asOFB3XTTLVq69OZYHycuEJ4AAICY6Oryy+8PSuobnjC2CwAAAMBEcfhwnUpL16ix0a3c3DwVFy9WYeF8ZWdnq7HRrfr6Om3b9rzKyjZLkrKzXZKkBQsW6qqrvqQvfOFzsTw+EojX65UkuVyuPrdt2/a8mpu9qqgoJzzpxtguAAAQE9ZgJC09Jew269iuYDA4pucCAAAAgLFSUVGuZctuVGOjW5dffqVeeaVCS5ferDlz8pWXN1NFRfO1dOnN2rWrSosWXSdJam72xvjUSFRGSBdJSckdKiycp5KSO8b4VPGLzhMAABAT4eFJ5LFdUihA6R2uAAAAAECiq6rao40bH5IkLVp0nVavvm/A+69efZ88Ho/27987FsfDOLNlyybV1Bzq9/aiovkqKpo/hieKf3SeAACAmOiwhCepaf2HJ4zuAgAAADDeeL1elZbeY/65pGTFkB63Zs1a8/HAUFVV7dFLL70Q62MkHDpPAABATAzcedLTadLRTngCAAAAxJu2rjZ92HJswPskJzl0PJAhr6dNXf7ojeO1q27v2tPSpykjOSOq9Q3btj1nfnzDDd+IuIMiEpfLZY7v6s+WLZtUWblTzc1ezZ6drzVr1mrOnPyI962q2qOKinJlZ7vU3OyVx+NRcfFiFRcv7nPf6uqDqqgoV1HRfBUXL9YjjzyoysqdKiycp8cf3xJ23+3bt6q6+qAaG93KznYpP3+uufR+8uRJEc/i9XpVVhbqjmhsdGv27HxdeeVVw96/4fF4dO+9/58CgdD3Rn19nSSpsHBexO6e4Vx33749Ki//by1YsFDFxYvDXuvCwnlauvTmfrs3Ir3Wixd/Vbfe+o0+9x3qaz2Ur9++faFF8IaVK0vMj3ftqjI/druPqKKiXDU1h/Tssy/2+/oaX1uPx6PmZq9yc/PM1yPSa7tv3xuqqtpj3qeiolzbt281X+uBvj9jjfAEAADERLuv0/y4z8L4NDpPAAAAgHjV1tWm0gMPq62rLdZHsVVGcobWXXKPLQGKdfTWcEcl9Tfey+Px6LbbblROTo4WLbpO+/fvVX19nZYtu1Gvv17VJ6C5887lqqk5FHbbli2btHHjQ2pu9urmm2+VFFokvnPnq+aujKKi+brzzuWqq3tPklRTc0hu9xHl5c2UJN12242SZL4BX1W1R6Wl96iycmfY9X/5y1+ZH1dXH1RZ2WaVlNyh1avvk9t9RBs3PqSyss3au/eNAd/M723x4sVatOg6/cM/hEIJr9erZctulMfj6XPfoV63ru49fe97T+rAgQPma3D99cXKznYpNzdP9fV1qqk5pJqaQyopuaNP8NLfa/3www+qq6tdf//3N0gKBRMVFeVDeq2H+vW74oqFuuiiIl177QJJ0hNPlIWFFYcP15nhkSRlZ0cO8g4frlNp6RrNnp1vBjher1cbNqzXxo0Pqapqj9at22CexXhtjfCqqGi+1q4N7VwpLJynmppDA35/xgPGdgEAgJhob2dsFwAAAICJx+v1hi3tzs3Ni0rd7du3as2atXr88S1avnyFXnmlwnwj3NrpIoXe2K6pOaTsbFfYm9ZG98C2bc+bn7vpplv0zDM94cX27VvNJfYlJXdo0aLrzOBky5ZNqq+v00033WLef8GChbr88ivN5/rGGz9WdXW1ebvbfUR33fUtrVmz1gyS8vJmat26DZJCnSNbtmwa0mvw2muvqqGhQVdcsdD8nMvl0qpV9/a573Cum58/V8891/Mabtv2vNat26Bnn31Rzz77ol5/vcr8OpaVbZbbfcS872Cv9fe+9z3zc0uX3jyk13o4X7/BzJkTCkMG62haubJEHo9H69dvMD/ncrm0fv0GMwwpLV1j3lZUNF/PPvui5XvweRUXL9azz76o1avv0zPP9NxWWVk+5POOJTpPAABATBihSEpqkpKSwn+fg/AEAAAAiF9GR8ZQxna5cuwZ22VH3d617Rrb5fE0hf3ZCB5Gq6Tkjj7jjwoL52n//r1hYY1V7+AmJyc0Uqu52Suv16vJk7Mkhd4kN0ZDFRbOM8OG3h0WRkdNbm74cyouXhx2jpycHJ061SIpFDZkZ7v6nN3lcmn27HzV19epsnKnli8ffC/MkSOh0GLfvj1m54kUeiO/uvpg2H1Hc92bbrol7HEul0uPPfakliz5iqRQ6NG7Q6i/19rj8cjr9SojY3iv9UA1e3/9hmLOnLmSdka8bcuWTWpu9uqGG/qOGJNCO3uWLbtRNTWHzBFd1jPW19dp0aLrwrqsXK7QODejmyYeEZ4AAICYMBbG9+46kUKBisMhBYPsPAEAAADiUUZyhs6bdM6A90lOdmry5CydcraoqysQtWvbVdfu2obm5mZb6kZivLneOzwpKpqvHTte6xPcWO8XCnnO6lMz9CZ7ZMbjewdE1jfNe9c1Apfrry/ut54RBgw22mnmzNDzefLJTTp16nRY8NE7BBnOdY09LS6XS16vN+Joq7y8mWboYozZkob+WhvhiVV/r/Vovn79ycnJ6fc247WaO/f8iLfPmZOv3Nw8NTa6tXfvG2HhyUD6+/6MF4QnAAAgJoyOkt77TiTJ4XAoNS1Z7b4uOk8AAAAAjCu9uwWGEgrYwfrGe1XVHu3d+0bURojV19f1u8vFet3Dh3uWufdeOj8SX/nKV/WDH7ym2tpavfTSC9q/f69Wrbq3z1mifV1DYeE81dfX9QkD7Hit7fz69TaUcMMIT4wdJ+MBO08AAEBMDBSeWD9PeAIAAABgPDHGMhnq6t6N2VkqKsp1/fXF5i6Lm266dVT1jL0ZFRXhOyy8Xq8kmbtPDEaHSjQ7D8rLy82dJ42Nbt1117e0du0a8wx2XVeSJk2a1O9t0X6t7arZm3Wklsfj6fd+RnAz0H0SzYg7T3bt2qUdO3ZIkpqamjRp0iTdfvvtuuSSS0Z1oKeeekqvv/66amtrNWvWLJ1//vlatWqVZs2aNaq6AAAgvhgL49MijO2SesZ5MbYLAAAAwHhj7CKRQgvF++vSsNOddy5XTc2hiOOfRmr16vvU2OhWTc0hrV27RiUldygnZ5JKS9do9uz8sGXjUs+OjmiHGA899IjeeON/VVa2WY2Nbu3fv1f19XV65ZUKW69ryM8PH7dlx2ttR81IrLUH2k1iBIJ2db/Ewog6T1asWKGVK1fq7rvv1nPPPafy8nItWbJEt956qzZu3Diig3g8Hi1cuFDf+973NGnSJBUUFKihoUG7d+/WwoUL1dDQMKK6AAAgPrX7OiXReQIAAABg4lmzZq358UsvvRDWFTEWtmzZpJqaQ1q06Lqov/H++ONbNHt2vnJyclRWtlllZZtUXLxYzz77Yp/7Wt9or6ra029Nr9fbp5slEuuukQULFuqVVyrMJeeNjW6zRrSvazDChdmze5bJ2/Fa2/n1i8R4vWpqDvV7HyOI6h0cJbJhhyf333+/du/erQceeEAFBQXm56+55hotWbJETz/9tHbt2jXsg9xyyy26++67VV1dbQYy5eXl5qKa+++/f9g1AQBA/DJCkdTBwpP2zjE7EwAAAACMBZfLpZKSO8w/b9iwfsiP3b59q7mzY6SMrhc73nhfu3aN1q17WKtX36f16zdo9er7+l0g7nK5zDfmN2x4sN8QqbR0jQoL5w167ddee7XPL+EvX77CHBdmhBvRvq7BCBeKixebn7PjtR5NTWNk2XAYz6e+vq7f7hNj18nSpTcPu368GlZ40tDQYI7qWrJkSZ/bjc89+uijwzrEjh07dPfdd+uaa64J+3xBQYHuvvtuSdI777wzrJoAACC+GeO40tJTIt5ujO2i8wQAAADAeLR06c3mm/r79+/ts5ejN7f7iNauXSO3+4jmzMnv935DYeyl2Lv3jbDPb9v2nPnxSLphHnnkQTU2uof1pr4RIjU3e7Vs2Y1hwdDhw3W67bYbNXt2/pBrvvzyy30+Z4xFmzv3/Khct7m572tTXX1QjY1u3XDDN8IeY8drPdyaLlfPjh3rQvdI+0wiPbelS282w6bt27f2uf3w4bqIz32ozyNeDWvnyVNPPSVJ/e41KSgoUE5OjhoaGnTgwIEh7z+54IILwrpYet8mDbxsBwAAJJZAIKiOdr+kwcd2sfMEAAAAwHi1fv0Gbd++Vdu2Pa/9+/dq//69WrToOs2ZM9d8s7qx0a3q6oOqqTmkNWvCuzisb5BH2t9hvFHe+7Yrrlioysqdqq+v0/XXF2v27HzV19eFdcPcd98aXXBBgf7xH7+lM8/MNd9UP3z4PfVn3749am726rLLCpWd7VJOTk7YP+fOPV+LF/+9Jk/OMh+zYMFCXX75ldq/f68aG91atuzGsJqLFl2n5ctXDPpaGp5++mldeOHn9bnPFZmfq6rao9mz88Neu9Fct6xss7KzXWZHRnX1QZWW3hPxMUN9rT/1qTkqKblDeXkzB32tR/L1Kyycp5qaQ9q27XnzzEuX3myGHdYgxev1hgUukvTYY0/qrru+pcrKncrLm2l2mLjdR1Rauqbf18v43ov0/Wl8Ll5DlGGFJwcOHJAknX/++f3eZ9asWaqtrdXLL7885PCkv+BE6uk4MTpQAABA4rMGIv0tjDc6Uug8AQAAADCeLV16s5YuvVkVFeVmSFJZuVNSaNfE7Nn5uvLKq/osW6+q2qMXX3ze/HNZ2WY1NTXppptulcfTpLKyzeYYqeZmr+68c7lKSlZozpx8rV59n6RQ2OHxeJSTk6NnnnnRHCdWVrZZkvT1r39d+/bt0c6dr5rXMc5WVDS/zziuNWvu04YND6q52Wv+z2r//r168cXntW/fPklJ5ufXr9+giopyVVXtMfeW5OfP1dKlN5tdI0ORlzdTV199te67b7UZQDU2ujV7dn7EN/ZHet1Vq+7V4cPv6frri+XxeJSbm6eSkjvCxnUZBnqtv/WtFXryyU2SQqOx9u/fG7Zjpb/Xejhfv7y8merqCmjVqntVWnqP6uvrtHfvGyopuUNFRfN1+HCdKipeNa8lSStXlujKK68KG8GVlzdTr7xSoe3bt6q6+qAqKsrNYGzVqnv7vF6HD9eprGyT+T2wf/9ePfLIg2bNsrLNZrhXX1+ntWvXmOFRvHAEg8HgUO7o8XhUVBRK6+6++27dfvvtEe+3YsUK7d69W7NmzdKePf0v2xnqNRcvXqzbb7894piwwRw7NraLlhJFcrJTkydn6dSpFnV1BSZsXTtrJ1pdO2snWl07a3Nm++vaWTvR6tpZOxp1m0616aX/d1CSdO1XL9DHPjWtT9133nTrp2/8TpL0j6v+WklJw17VFtUzj2VdO2snWl07aydaXTtrc2b769pZO9Hq2lk70eraWZsz21/XztqJVtfO2olW187anNn+unbWTrS6I61dXX1QVVV7VFKyQo2Nbnk8Teab5x6PR273Ef34x/t02WWX6q671sTFmYdTt7CwUF6vV6tW3RsxKBlp3Xj5+k0U06e7Br+ThtF5Yl20Yyxxj+SMM87oc/+RqK2t1cqVK5WTk6NZs2aNqIbT6ZDT6RjVOcYj482n0bwJNR7q2lk70eraWTvR6tpZmzPbX9fO2olW187a0ajb1ek3P87MSlVysrNP3Yysnl0o/q5Avx0qQxHPr8VY1060unbWTrS6dtbmzPbXtbN2otW1s3ai1bWzNme2v66dtROtrp21E62unbU5s/117aydaHVHUnvfvj36znfW6Y03fixJmjw58hqGr33tev3nf26OizMPt27Pnx1KTh79NeLp64e+hvwuRFNTk/nxQPtHrLPQjJah4di1a5d27NhhjgiTpFtvvVXf/OY3tWrVqmHVmjIlSw4H4Ul/cnIyqGtz7USra2ftRKtrZ23ObH9dO2snWl07a4+m7qljrebH02e4wubdGnWnTss2P5eelhJ2n5GKx9ciVrUTra6dtROtrp21ObP9de2snWh17aydaHXtrM2Z7a9rZ+1Eq2tn7USra2dtzmx/XTtrJ1rdodb2eDy6997VKigoGPS/3Q4e/IMuvfTSmJ95JIz3mjMz06Ly36iGRHwtJoKR/wqnTa655hpdcsklamho0P/8z//o6aeflhRa9HPppZcOeY+KJJ082ULnSQRJSU7l5GTI42mT3x+9lq1Eq2tn7USra2ftRKtrZ23ObH9dO2snWl07a0ej7vFjzebH7R1dOnWqpU/dTkt3ykdHvXImj/zv9Hh+Lca6dqLVtbN2otW1szZntr+unbUTra6dtROtrp21ObP9de2snWh17aydaHXtrM2Z7a9rZ+1Eqzvc2m73B5JC04RefbVCV1yxMOL99u3bo717/1dbtjwZ8zOPrK5HktTa2q5Tp1qiWDdxXovxYKjB15DDE2u3ibULpTevt2fPyHC7TqyPKygoUEFBgb785S/rlltukcfjGdYSekkKBIIKBIa00mVC8vsDtsy7S7S6dtZOtLp21k60unbW5sz217WzdqLVtbP2aOq2tXaYHyclO8PqGHWTU3pai1tbOqLyHOLxtYhV7USra2ftRKtrZ23ObH9dO2snWl07aydaXTtrc2b769pZO9Hq2lk70eraWZsz21/XztqJVneotc88M1eXX36l9u/fq3vvXa3sbJcKC+cpJydHHo9Hzc1e1dW9p0WLrtODDz4SF2cerh07dpgfl5e/qosuKoracvNEey0miiEPPLPuHTEStkhOnz4taeTBSW8FBQX6x3/8R0nSu+++G5WaAAAgttp9XZJC+8msIYlVanrP73h0tHeNybkAAAAAACOzfv0GrVv3sAoL50mS9u/fq5qaQ5KkoqL5+v73K7V8+YpYHnHEvvrVRbr//vvNP9fX12nJkq/otttujOGpYLchd54Yi9sbGhrMgCQSo/Pk4osvHvXhDNdcc40effTRqNUDAACxZYQnaenJ/e4nsy6IN+4PAAAAAIhfCxYs1IIFkUd2JbJXX63U5MlZOnWqhS6OCWTInSeSdPXVV0sauAPknXfekSRdeumlozhWZNbuFwAAkLjafZ2SwrtLektOSVJSkiPs/gAAAAAAAGNhWOHJ17/+dUnSgQMHIt7e0NAgj8ejnJwcLVmyZPSn61ZbWytJuv3226NWEwAAxI4xhittgPBE6glXGNsFAAAAAADG0rDCk1mzZpmhyK5du/rc/tRTT0mS7r777j63NTQ0aPHixWGz4ay37dq1q99dKo8++qjuvvvuYS2LBwBgImv3demnb/xO9e8ejfVRIuoZ25Uy4P2M0V2M7QIAAAAAAGNpWOGJJD3wwAO6+uqrVVpaqoaGBvPzBw4c0I4dO/TNb34zYtfJyy+/rNraWu3YscPsJDHcf//9WrlypYqKirRx40YzRKmtrdXixYu1ZMkSuk4AABiGw7/9UL8+2KCK/3or1keJyAxP0gbuPDHCFcITAAAAAAAwloa8MN5q06ZN2rFjh+6//365XC5zSXx5ebkKCgoiPubLX/6ydu/erVmzZvW5z913361HH31U77zzjp5++mnt3r1b559/vj796U/r+eefV05OzkiOCQDAhOX1+CRJba2d6uzwy+GMvJQ9VqwL4wfC2C4AAAAAABALIwpPJGnJkiXD2mtSUFCgPXv29Hvbc889N9KjAACAXnytPQvWW1s6lOVKi+Fp+jLCk4EWxks94QqdJwAAAAAAYCwNe2wXAACIf22tHZaPOwe459gLBoNDXhjPzhMAAAAAABALhCcAAIxD1sDEGqTEg65OvwKBoKShj+1qZ2wXAAAAAAAYQ4QnAACMQ742S3jSEl/hibWLZPCF8d07T3xdCgaDtp4LAAAAAADAQHgCAMA4EwwGe3WexNfYrrDwJD1lwPsa4UogEFRXZ8DWcwEAAAAAABgITwAAGGe6Ov3yd/UEDfE2tis8PBla54nE6C4AAAAAADB2CE8AABhneneatLbEWedJ+wjDE198PQ8AAAAAADB+EZ4AADDO9A5PErnzJNWyE6XDR+cJAAAAAAAYG4QnAACMM77e4Um8dZ5YOkhSh7gwXmJsFwAAAAAkErf7iCoqynXnnctjfRRgRAZ+xwIAACSc3p0m8dZ5YnSQpKYlyeFwDHhf60L5djpPAAAAAIwDVVV7VFFRrpqaQ/3eJzvbpdzcPOXnz1VR0XwVFs6Xy+UatO6GDQ/qpptu0dKlN0f72EN2+HCdyso2Dfj8gERAeAIAwDjTZ2xXS6eCweCgQcVYMUIQazDSn9S0JPNjxnYBAAAAGA8WLFioBQsWqqpqj0pL75EUCku+//1KSZLH06TGRrfq6+u0bdvzqqzcKUlatOg6lZSs6DdE2bbteTU3e1VRUR7T8GTOnHw9/vgWVVSUa+PGh2J2Doyc1+uVpEEDu/GOsV0AAIwzvcMTvz+gzg5/jE7TlxmeDDKyS5KcTqdSUpPCHgcAAAAA48Hs2fnmx/n5c+VyueRyuZSXN1NFRfO1dOnN2rWrSuvWPSxJqqzcqa99bZEOH66LWK+k5A4VFs5TSckdY3L+weTm5sX6CBih0tI1amx0x/oYMUd4AgDAOOOLMKard6ASS8buktRBlsUbjL0n7DwBAAAAMF5lZ/f/G/4LFizUM8+8KElqbvZq5coSud1H+tyvqGi+Hn98ixYsWGjbOTH+bdnCyDUD4QkAAONMW1soKElJ6Rl5FU97T3rGdg0tPDGWyjO2CwAAAMBENWdOvlatuldSKEAxxn0B0VRVtUcvvfRCrI8RN9h5AgDAOOPr7jKZPD1THzWG5pTGU+dJR/vwwhOz84TwBAAAAMAEVly8WNu3bzX3oVRXH9TFF19s3u52HzEX0T/77It9Hm8sql+wYKGKixdry5ZNqqzcqeZmrwoL52np0ptVVDS/3+tv375V1dUH5fF41NzsVW5unllrpLxer7lcvrHRrdmz83XllVcNa2dLVdUe7d37hnJz87RixZ2qra3Vd76zQdXVB5Wd7dJNN91i1nO7j2j79q3at2+P+bzXrdsw4G6P7du3qqbmkFpbm3X6dJPOPjt3wOdtPc/y5St0+HCd+Rwjneexx7brf/7nf+T1Dn6eob5eXq9XP/7xHv3kJ1X6679eoL/92+tUUVFufv/Mnp2vNWvWas6cntFxVVV7tGHDg+afV64sMT/etatqkK/C+ER4AgDAOGMEJVOnZZnhiS+OwpN2X+gsQw5P0hjbBQAAAMQbf2urOj78YMD7JCU5lexKV6vXJ78/ELVr21W3d+2k6WcqKTMzqvVHq7h4scrKNksKvdl98cUXh4UFUt8RYNY376XQeK/rry9WdrZLubl5qq+vU03NIdXUHFJJyR193oivq3tP9967WrNnhxbBS6E35zdsWK+NGx9SVdWeQQOISA4dOqj/+I8nVFJyh1avvk9u9xFt3PiQyso2a+/eNyIGQFbV1QfNYEOSFi26Tv/xH0/orbdqdNFFhTr77FxVVu5UWdlmZWe7lJOTo7KyzSosnKdFi67T/v17VVNzSCtXlkS81uHDdSotXaPZs/O1eXOZJk/O0l/+8qEefPCBiM870nmMEViFhfOUm5vX5zz/+Z//ocsuu1TFxYu1b9+eAc9TXX1QZWWbB329jPvV14d241x0UaHWrg3tMCksnKeamkOqr6/TsmU36vXXq8zzL1iwUIWF83XttQskSU88URYWrkxEhCcAAIwzxoiunMkZSkpyyu8PxOnYrpQh3d/YjcLYLgAAACA++Ftb9f49dyvQ2hrro9jKmZmp8x5+NK4CFOuS+bq69yRJBQUF2ry5TA89tE6VlTv7PGbOnFDocdllhZKkbdueD3tj3Ov1atmyG9XY6FZZ2WZdfvmVysubaT7+jjv+WcGgtH79BvNzLpdL69dv0J13LldNzSGVlq4xg5WhaGho0IoVJXrmmRfNc+TlzdS6dRt07bULVF9fpy1bNmn58hX91igqmq+iovnmGSord+qhhx5Raem9OnWqRV1doWDNCCwKC+fplVcqzMcXFy/WkiVfUX19ndzuI2HPWerpvBjq8450nnXrHu7zHKznefXVSk2enKVTp1r0d393Xb/ncbuP6K67vjWk18s4x7XXLpDX69ULLzynBx542Owq8nq9+trXFqm52avKyvJhdflMNOw8AQBgHOnq9KurM/QDYkZmqrKyUyXFz9guvz9gns/oKBlMz9iu+HgOAAAAABArubl55seNje6w2+bMmTukGjfddEtYR4HL5dJjjz1p/nn79q3mxxs3bpTX69WiRddFrFVSEgoGamoOqapqz5Cub9R1uVx9OhtcLpcZEEUKgiIxOm0KC+fpiisWht22YEHoz83NXq1Zszbstry8meZjjS4Nw5Ytm9TcPLLnbT2Pcf3RnsfoVhnO62V8rxQXLw4bx+ZyuZSfH/pecbuPRHx+CKHzBACAccQakmRkpigzO1WeJl/cdJ5Y95akMrYLAAAASEhJ3R0ZQxnbleNKl8eGsV121O1dOx7Hdlnl5OQM+OfesrNdam729hnrJYXeuJ89O1/19XVmR4sk7d69W5I0d+75EWvOmZOv3Nw8NTa6tXfvG33Cgv4Yda+/vrjPbUYo1NzsldfrHXQcmPG8Iz2vnJxJgz62udnbJ4jav3+vpJE9bzvPE43XS+oJVnpfB+EITwAAGEd8beHhSVZ2WujzcdJ5Yg1PhrrzxBzb1e5XMBiUw+Gw5WwAAAAAhi4pM1MZH//EgPdJTnbKNTlLXZYRStFgV127a0dDc3Oz+XGkN+dHo7Bwnurr68LeUG9oaBj0cUaI0Ltboj9GOFNUND+s4yUW+nsNhxIqDPd5j/Q8hw+H6hcWzhvWaDSMHmO7AAAYR6wdJhlZqco0xna1xEd40tE+/PDEuhulg+4TAAAAABNYY2PPmKXCwnlRrT1pUnhXhHWkk8fj6fdxRhfDQPexMu4Xr10Pdj3vkfJ4miTF7+s1nhGeAAAwjvQe22V0nrS1xcvYrp7zDTk8sexGaWdpPAAAAIAJrKKi3Pz4yiu/ZMs1jH0YvReW98folrDuYxmIMdYqXvdt2PW8R8oY9UV4MvYITwAAGEeM8VwOh5SekaLMrJ6F8cFgMJZHk9RrbNcwF8b3fjwAAAAATCRu9xHV1BySFOo66b08PBr1JZkLyCVp1qxZkmReNxLjTX0jdBmMNZwYaMm81+sNC4vGkhGIRPN5j/YsUvy+XuMV4QkAAOOI0XmSlpEih8Nhdp4E/EF1tPtjeTRJvXeepAxwzx6EJwAAAAAglZbeIynU8bBq1b1Rr28EBcXFi83PLVmyRJJUX1/XbxeGsfNj6dKbh3Qdl8tlhjIbNjwor9cb8X6lpWuiPppsqIzXIJrPe6RcLpcZoIzl62WMC5vICE8AABhHjJ0nGZmhYMLYeSJJvjgY3WWEH8nJTiUlD+3HkFRLhwo7TwAAAACMR83Nkd8Ql0IdIddfX6z6+jplZ7v0xBNlYd0bBmP3xkC1+ru9uvqgGhvduuGGb4TVvv32280/b9++tc/jDh+ui/i4wdx9993mWZYtu9Fcim7UvO22GzV7dv6Qao5m54jxWjQ1hQcFS5febAYWw33edpynpOQO8/bRvl4DndHl6llYb4RDUvyOWLMb4QkAAOOIMbYrIyMUnhidJ1J8LI03wo/UIe47keg8AQAAADA+WUdC1dW9Z3YUeL1eud1HVFFRrjvvXK4lS76ixka3Fi26Tt//fmW/47qsb3D3150gSWVlm8PGO1VXH1Rp6T1atOg6LV++os/9N23aotzcPFVW7gwLEtzuIyotXdPv46w7Onqf55prrtEVVyw077ds2Y267LJCXXZZoZYtu1H5+XMj1ozECBwihUKNjT2vSV3du31uH2h5/WOPPWk+723bnjc/P9jztuM8CxYs1OWXX2neNpTXy6gR6bkZn4sUohjdK9u2Pa/t27fqzjuXT9h9K0N/5wIAAMS9trZQQJKeGeo4ybJ0nliXyceKEX4MdVm8JKWkJsnhkIJBwhMAAAAAia+6+qAqKsq1f/9e83PNzV5de+0C88/Z2S7l5ORo9ux8rVp1r6644qqwrgCr2tpavfDCi3rttZ5AZOXKEl155VURR0qtWnWvDh9+T9dfXyyPx6Pc3DyVlNwRNq7LKi9vpl55pULbt281z26cb9Wqe1VUND/s/m73EW3fvlWVlTsHPM9DDz2iV1/9b1VV7VFd3XuSQvtDli69uU/NSA4frlNFxatmCFVTc0gPP7xe3/jGjcrN/Zi2b98aFnps3PiQiosXa+nSm1VdfVDbt281A479+/fqkUce1NKlN5vdG9bnfejQQS1cuFOZmVlyuSI/70jneeSRB1Vc/FXNmZMf8TzXXfdVrVjxLR06dFAvvPDcgOdZv36DKirKB329Dh+uU1nZJjOw2rdvj7KzHzRf+7KyzWZXSX19ndauXaOSkjvM66xada9KS+9RfX2d9u59QyUldwzp6zEeEZ4AADCOmJ0nmRE6T1rjYWxX906WIS6LlySHw6HUtGS1+7oY2wUAAAAg4RUVzY/qm9EFBQW65561uvvuoe9BWb36vmFfZ+nSm4e03yMvb6ZWr75vSNcoLl7cb2gzmDlz8vtcJznZqcmTs3TqVMuA5x3O12Dp0pt18823mnW7ugJDPk/vOr3Pk9w9znrevPn63OeKBj3LUF6vOXPy9fjjW8JeC+uZ16/fMODj8/Jm6tlnXxz0LBMBY7sAABhHjIAkvTs8SUlNMneLJGrnifX+RvgCAAAAAABgJ8ITAADGCb8/oI52v6SezhOHw6HM7o/jo/PECE9ShvU4Mzyh8wQAAAAAAIwBwhMAAMYJn6WzJCOzZ9dJRlZqn9tjxVwYP4yxXdb7d7DzBAAAAABGJNICcwD9IzwBAGCcsI7lSs/o6ewwgpTEHtuVEvZ4AAAAAMDQVVSUh33sdh+J4WmAxMDCeAAAxglfW89YLmNsl/XjWI/tCgaDo995wtguAAAAABiW668vVmOj2/xzfX2dliz5imbPzmcxODAAwhMAAMaJtrCxXZbwJCs+Ok+MfSzS8MMTY2wXnScAAAAAMDyvvFIR6yMACYmxXQAAjBPWcCQto2/nia+1U8FgcMzPZWj3Wc43ws4Tdp4AAAAAAICxQHgCAMA4YSyET0tPVlJSz1/xmd2dJ4FA0FzYHgvWrpHhLow3wpOuroD8XYGongsAAAAAAKA3whMAAMYJY6dJumVkV+8/x3J0lzW4MRbAD5W1U4W9JwAAAAAAwG6EJwAAjBNGMJLRKzzJyEztuU9L7JbGWztPRrrzpHcdAAAAAAAAOxCeAAAwThhjuzIyUsM+n5kVH50nowlPrPeP5egxAAAAAAAwMRCeAAAwTrS1dYcnWQN0nsRBeOJwSCmpScN6bNjYLl/sngMAAAAAAJgYCE8AABgnfP3sPElJTVJyijPsPrHQ3t6z0N7hcAzrsWmM7QIAAAAAAGOI8AQAgHEgEAjK1xYKFXqP7Qp9LhSoxHRhfHfoYd1fMlSpjO0CAAAAAABjiPAEAIBxwNfWE4r07jyRpIysUKASD2O70tL7nm8wyclJSkp2htUBAAAAAACwC+EJAADjQJtlHFdGhPDECFTaYjm2ywxPht95IvWM7iI8AQAAAAAAdiM8AQBgHPBZOkoihSfG0viYdp60jy48MUZ3EZ4AAAAAAAC7EZ4AADAOWEOR9MwIO0+6AxVfXIztGmHnSffj2HkCAAAAAADsRngCAMA4ENZ5khGp86RnbFcwGByzc1mNZmG8xNguAAAAAAAwdghPAAAYB4xdJqlpPYvVrYxulGAwduFDuy8U8Iy284TwBAAAAAAA2I3wBACAcaCtLRRMpEfoOpHC96DEYml8V6dffn+o4yUtPfIZB5PK2C4AAAAAADBGRvarnwAAIK4YY7syIuw7CX3eGp50avLUMTmWqd0SeIy484SxXQAAAADGgYqKclVV7VFNzaFhP/ZnP6ux4USDq6raow0bHtRNN92ipUtvjskZRqOiolwbNz404sc///x2XXxxYRRPFDvbt2/Ve++9a37/XXHFQpWUrJDL5YrxyeIP4QkAAOOAsTA+PbO/zpOeUKWtZeyXxlsDj9GP7epUMBiUw+GIytkAAAAAYCwVFy9WcfFibdmySS+99IIkqbBwntat2xD2BrbX65XH06TGRrfKyjarvr4uVkfWtm3Pq7nZq4qK8n7DE6/XK0lx/Sb87Nn5Ki5erPz885WdnS1JWrLkK5Kk3Nw8PfbYk2pubpYk1dW9q+3bt6qx0S2PxxOrI0eN1+vVypUlKiycp/XrN8jr9WrZshtVWblTeXkzEzIUsxvhCQAA44Axiiuj3/Ck5/O+trEf22UNT0a6MN4Y2xUMhsaApaTyYwwAAACAxFVUNN8MT2bPzu8TOrhcLrlcLuXlzVR+/vm69toFsTimJKmk5A5t375VxcWL+71PaekalZSs0Jw5+WN4sqFpbvYqNzdPzz774oD3y8ubaX48Z06+rrjiKn3ta4vsPt6YKCvbpPr6Oq1b97Ck0PfXK69UqLr6oIqK5sf4dPGJdx0AABgHesZ2RQ5PklOSlJKapM4Of0w6Tzqi0XliCV3afV2EJwAAAAAmDJfLpcsvvzJm1y8qmj/gG+xbtmwa0RiysTRQ8NMfl8ulK65YqOZmrw0nGluVlTslSTk5k8I+T3DSP951AAAgwQWDQfnMhfGRd56EbksJhSetsRjb1XPNkY/t6gmG2n1dys4Z9bEAAAAAIGGsX78h1keIqKpqj9lBE69yc/M0e/bIOmKKi7+qpKTEHhvtdh+J9RESEuEJAAAJrt3XpWAw9HF/nSeSlJGVIm+TzxzxNZasC+NHOrbLGrpY6wEAAAAYe+2+Lp0+2TrgfZKSHGrxdMjrbZPfH4zate2q27u2a1LGiH/5K5rc7iNqbHSHdQi43UdUVrZZ+/fvNT9XWDhPq1bdq+bmZm3YsF719XXKznZp0aLrtHz5ioi1t2/fqurqg+Zej/z8uRFHb7ndR1RRUa6amkNho6+MRfKGlStLzI937aqKeL2amkNqbW3W6dNNOvvsXC1YsDBiV4jX69W+fW+oqmqPeZ+KinJzD8ns2flas2btkMaELViwcND79GfOnHwlJzslSYcOHVR5+X+rqGi+iosX65FHHlRl5U4VFs7T449vMR9TVbVHFRXlys52qbnZK4/HY+666f0c//d/f6gf/OBHuvzyK4f1HL1erzZsWG/+2diJU1g4T6tX3ydJ2rFjhzZu3Gi+ZyApbAzZTTfdErbrxOv1qqws1EVkXP/KK6+KuA+luvqgKirKB30tElns/98PAABGxRqG9LcwXpIyurtSYtN5Ego7UlKTlJTkHFGN1F5juwAAAADERruvSy+W/VId4/yXmlLTknVjyRdiHqDU1BxSc7M3LDzJy5up9es36Ic/3KmHHw6FF8XFi82dHVdeeZWam7165pkXIy5wd7uP6K67vhW2qN7tPqIlS76iZctu1Lp1D+uqq76k2tpafec7G1RdfVCSlJ0dXmvBgoUqLJxv7mN54omyiG/0Hz5cp9LSNZo9O1+bN5dp8uQs/eUvH+rBBx/Qxo0Pqapqj3kOKfTGfFnZZjMQKCqar7Vr16ix0a3CwnmqqTmk+vo6LVt2o15/vcr2JfXbtj2vysqdamhoMM9z553LVVf3nqTQ18jtPqK8vJm6887lqqk5FHauLVs2aePGh9Tc7DWDiOrqg/rP/9ysw4d7Qo/hPMdly25UcfFis56xAN663H7JkiX60pf+Vn/+81+0ZMlXJEnPPLMtbLeLwXjNS0ru0OrV98ntPqKNGx9SWdlm7d37hhmabd++VRUV5WpsdA/6WiS6kb17AQAA4oY1DBms8yR0/9gtjB/Nf3RYH9tBeAIAAABgnPN6veYb2v35yle+qoKCAkmhN/iNx23b9nxYGNFbaek9mj07X6tX32feJy9vpgoL50mSec2CggJt3lymRYuuG9VzWbmyRB6PJ2z0mMvl0vr1G8ygoLR0jXlbUdF8Pfvsi2ZYs23b8youXqxnn31Rq1ffp2ee6bmtsrJ8VGcbiptuukXl5T3X2b59q5YuvVm7dlWppOQOLVp0nfLyZqq6+qBqag4pO9sV9tobHSfG18h4jlu3vqScnJxhP0cjvLDuwXG5XFq16t4RPT8jTFuzZq0Z0uXlzdS6daGvV319nbZs2SRJWrr0Zj3zTE/3UX+vxXhA5wkAAAnOFxae9L/zxAhWfDHoPDHCjpGO7Or9WMZ2AQAAALGTlh7qyBjK2C6XK8OWsV121O1deyzHdr300gsj3hvyxBNPaOHChaqvr1NFRbmqqvZo0aLr+h1ntWXLJtXX12nNmrV9bispWaGVK0vMEMUwZ85cSTtHdL4tWzapudmrG274RsTbS0pWaNmyG1VTc8gc0WXIzc1TfX2dFi26LqzzxuVyKT9/rtnlMBZycnLkcrnk9XpVWDjPPE+kkVa5uXm9Hhta0t7c7JXX6w0LVmbNmqXa2tphPUfjz/v37w27flHRfLNLaDjKyjYrO9vV53vG5XJp9ux81dfXqbJypzn+zeVymSPJBnstEhnhCQAACc7aeTLQ2C5jmbyvrVPBYFAOx9gtvItG54nT6VBqWpI62v2M7QIAAABiLC09WWfm5gx4n+RkpyZPztKpU6nq6gpE7dp21bW79kAWLbquzxvPzc3Namw8ErZTJJJZs2bpxhtv1osvbtXGjQ8pNzdvwJ0TlZWhECRSuDJnTn7EXSVGd8RIGHtZ5s49P+Ltc+bkKzc3T42Nbu3d+8aQ95MYAYUxPmoshcKkvoqK5mvHjtf6dF5Yz+jxNA15zFh/z9GoX1a2WU1NTWE7bfrbbzMQ42t0/fXFfW4zrh0p+JH6fy3GA8ITAAASnK97DFdyilMpKUn93s8Y2xUMhgKUgbpUoq3dFwp40kbReSKFuk862v2M7QIAAAAwrmRnuyKOOpozJ39I4cC3v71S+/btMZd898ftPqLmZm+fzgg7DeX8Rnhi7DhJZNavY1XVHu3d+0bUX29jsXx9fZ1eeukF7d+/V6tW3RvWuTJU1p0r42XRe7Sw8wQAgARndJ5kZPTfdSKF70MZ66Xxxpit0ba8G+ELY7sAAAAATBSXX37lkN58N/Zf7N+/t9/RTUaQYV0qbifruKmBrmk8v7E6l90qKsp1/fXF5p6Xm266NerXePbZF82veWOjW3fd9S2tXbtGXq93WHU8niazBsIRngAAkODa2kJBSPognSTWTpOx3nvSM7Zr4IBnMEb4YnSyAAAAAMB4l5c3c9BRVm73EVVW7jS7TjZufCji/Xrv3rCbtQtjoN0kxmL0seyIscuddy7Xxo0P6bHHnjQXxdtl/foNWrfuYfN1279/r5Ytu3FYNYzvCcKTvghPAABIcEYQkjHAvpPet7d1j/oaKx3dnSKpo+w8MR7P2C4AAAAAE1F19UFzzJLVvfeuVknJHeYS+MZGt7Zv39rnftY9J5WV5f1ex+0+ErVF7MYb+zU1h/q9j/HGfX5+Yu/P2LJlk2pqDmnRousijmGLFuv3wIIFC/XKKxW64YZvSAq9lhUV/X9te7MGVlVVe/q9n9frHVbd8YDwBACABGcEIQMti+99+1iO7QoEgupo90tibBcAAAAAjEZp6T19PvfUU09JCu3BmDMn33wTvaxsc8QAxOhO2bbt+X4Dko0bHxrRm//GCCgro/uivr6u3+sZu06WLr152NeMJ8bidTuDE0mqqHi1z2u5fPkKc4zXcIIvl8tlBigbNjzYb0dSaekaFRbOG+GJExPhCQAACW6onSfJyUlKSQ0tlG9rGbvOkw5L0DHq8KR77Fc7nScAAAAAJpi1a9dICu8ecbuP6NFHH9VDDz1ifm758hXmGKxI47tKSu6QFBrdtWzZTaqoKDffMK+uPqjrry/uE2IYu0iam/u+se5yucyPrQvfjTfwly692XxzPlI3zOHDdWpsdOuGG74xrNAhHvejGGfau/eNsM9v2/ac+XFzc/Ow60USqQvEWBg/d+75YZ8f7Jrh3xM3hnW2HD5cp9tuu1GzZ+fbHgrFG8ITAAASWDAY7FkYP8jOk9B9QuGDsSdlLFiDDqNzZKTMsV10ngAAAABIcNal7kZXhvW3/r1er9zuI6qoKNdtt92o/fv39vnN/3vvXa0lS5b0eVN7zZr7JIVGZfUOLIqK5pvdKc3NXm3c+JCuvXaBLrusUHfd9S0VFy8234Q3WDsZInUmGOfatu15bd++VXfeuTxsh8Zjjz2p3Nw8VVbu1LZtz4fVLS1do0WLrtPy5Sv61DVqRNrHYXxuNCGKNSRobHQPugfGuP3w4fci3n7FFaHdNPX1dbr++mKtXbtG119fHBZmlJau0dq1a8zXtKGhwbx+bwM9x5deeiHse0gKjd2aPTu/z46cxsaer5814DIsWLAwbPn8smU36rLLCnXZZYVatuxG5efP7fP1MYK0/l6L8WB072AAAICY6mj3KxAISpLSMwZfxp6RmSrPaZ/aWsYyPOm5VrTGdhnP2+l0jKoeAAAAAIy1iopyVVXtCdsBUlNzSEuWfGXQxxqhRnX1QZWVbVZ9fZ2mTp2iurr39MlPzpEkM3AxlJVt1nvvvas1a9aaXSLLl69QUdF8bd++VXV1oTe/8/PnqqRkRVhnS21trV544UW99lpPvZUrS3TllVeFdaesWnWvSkvvUX19nfbufUMlJXeEBTB5eTP1yisV2r59qw4dOqiFC3cqMzNLLleOVq26t09Yc/hwncrKNplv0O/fv1ePPPKgeU3juUuhMGDt2jUqKblD5557zqCvoRQKGfbufcMcs2X42tcW6YorFmrBgoVhZ9q27XlVVu40/2x8XFQ0PyyoWL06FFrt27dHHo9HOTk5euaZF+VyuVRScofKyjZLCo0ya25u1h13lJjByFCfY17eTOXlzdTll1+p0tJ7lJ8/V7m5eWpsdGv27PywkKO2tlbl5RVhX78NGx7Ue++9q7lzzw87+/r1G8zvTev3xNKlN4e9Ftu3bw37/urvtRgPHMFgMBjrQ9jl2LGBk8KJKjnZqcmTs3TqVIu6ugITtq6dtROtrp21E62unbU5s/117awdr3WbTrXqpf8X+oH72q9eoI99atqAtV//79/qT78/odxZk1S89KIxOXPD+yf1wx1vS5KuX1aoqdOzR1z38G8/1L4fhX54vHXlpUMKjEZy5qHie9n+unbWTrS6dtbmzPbXtbN2otW1s3ai1bWzNme2v66dtROtrp21E62unbU5s/117aydaHXtrM2Z7a9rd+1EN326a/A7ibFdAAAkNOvi98EWxlvvM5Zju8J3ngwt7OhPqqVzhdFdAAAAAADALoQnAAAkMGt4MqSdJ1mh+4zt2K4oLoy37ExhaTwAAAAAALAL4QkAAAnMFxaeDGHnSfeYK19bp7krxW5GyOF0OpScPLofPazhC+EJAAAAAACwC+EJAAAJrK21Q5KUlORQSmrSoPc3Ok+kUIAyFoyQIy09WQ7H6Ba8E54AAAAAAICxQHgCAEACMzpP0jNThxRMWLtTrF0rdmr3ha4z2pFdvWu0t4/d6DEAAAAAADCxEJ4AAJDAjJ0nQxnZ1ft+RteK3YzF7qlRCE+SU5JkZEQddJ4AAAAAAACbEJ4AAJDA2tqGF56kW5bKt41Z54kxtmtoZxyIw+Ewu0/a2wlPAAAAAACAPQhPAABIYG0toe6R9DjuPDHDk7TRd55IPSEMO08AAAAAAIBdRvwuxq5du7Rjxw5JUlNTkyZNmqTbb79dl1xyyagOtHHjRv3iF79QbW2tZs2apUsuuUR33323cnJyRlUXAIDxyFj6npGROsg9Q5KSnEpNS1JHuz8GnSfRCU9Su0MYxnYBAAAAAAC7jOhdjBUrVmj37t0qLy9XQUGBpFCYcuutt+qb3/ymVq1aNeyaDQ0NuvXWW9XQ0BD2uR07dmjHjh167rnnRh3MAAAwngSDQTMAGWrniSRlZKaqo70tYcMTc2wX4QkAAAAAALDJsMd23X///dq9e7ceeOABMziRpGuuuUZLlizR008/rV27dg37ILfeeqsuueQS7dmzR9XV1SovL9eSJUvM21euXCmPxzPsugAAjFddnX75uwKShr7zxHpf3xiM7QoGg2r3hUKaaCyMl8TOEwAAAAAAYLthhSdGJ4iksGDDYHzu0UcfHdYhNm7cqKuvvloPPPCAZs2apZycHBUUFOiBBx7Q3XffLUnyeDx6/fXXh1UXAIDxzNo5MrzwJDTiq63F/s6Trk6/gsHQx4ztAgAAAAAAiWJY4clTTz0lSf2OzyooKFBOTo4aGhp04MCBIdf9xS9+0e+or9tvv93cd/Lzn/98OMcFAGBcs4Yn6ZlD23kSum8oaGlrsz88sY7WSksbesAzEMZ2AQAAAAAAuw0rPDECkfPPP7/f+8yaNUuS9PLLLw+57rp16wa8/YILLpAknXHGGUOuCQDAeOcbcedJd3jSYv/YrrDwhLFdAAAAAAAgQQw5PPF4POYy94FCjJkzZ0qS3n333SEfwro7JZKmpqYh3Q8AgImkzbKzZCRju9p9XQoEAlE/l5Ud4YkxtsvfFVBXlz8qNQEAAAAAAKyG/C6GEZxIMsdoRWIEK9b7j1Ztba2kyHtWBuJ0OuR0OqJ2jvEiKckZ9s+JWtfO2olW187aiVbXztqc2f66dtaOx7od3Z0XTqdDmVmpcjjC/87rr3aWq2fEV2eHX1nZwws1hnPmrs6ecCMzK1XJyf0/Zqh1M7N6zu/vCig9ffDgKB6/frGqnWh17aydaHXtrM2Z7a9rZ+1Eq2tn7USra2dtzmx/XTtrJ1pdO2snWl07a3Nm++vaWTvR6tpZmzPbX9fu2hPFkN8tMbo/JGnSpEn93s/lcpkfezyeAYOWodi1a5ck6YEHHhj2Y6dMyerzRhJ65ORkUNfm2olW187aiVbXztqc2f66dtaOp7qB7lwiMytVU6ZkD7n2jDN7/m5OSU7W5MlZw752pLqRJCedND8+86wcs+tlNHWnTut5rumpKcM6fzx9/WJdO9Hq2lk70eraWZsz21/XztqJVtfO2olW187anNn+unbWTrS6dtZOtLp21ubM9te1s3ai1bWzNme2v67dtce76MzPsNGjjz6qSy65ZNhdJ5J08mQLnScRJCU5lZOTIY+nTX5/9Ma1JFpdO2snWl07aydaXTtrc2b769pZOx7rnj7ZIklKy0jWqVMtQ67dFejpBjn6QZNS05NsO/PJEz3navN1yNfe/5L6odbt7OwZBXbsI6+SUgf/LZp4/PrFqnai1bWzdqLVtbM2Z7a/rp21E62unbUTra6dtTmz/XXtrJ1ode2snWh17azNme2va2ftRKtrZ23ObH9du2snuqH+EuaQwxNrt4m1C6U3r9drfjzarpONGzcqJydHzz333IgeHwgEFQgER3WG8czvD6irK/r/x0m0unbWTrS6dtZOtLp21ubM9te1s3Y81W3tXvienpEy4GN71zZ2hkhSs7d9xM9nKGdu7d7LkpqWJL8/KGnwv5cHq5uU0hP2tLR0DOv88fT1i3XtRKtrZ+1Eq2tnbc5sf107aydaXTtrJ1pdO2tzZvvr2lk70eraWTvR6tpZmzPbX9fO2olW187anNn+unbXHu+GHJ7MmjXL/Njj8fR7v9OnT0safXBy4MAB7d69W+Xl5aOqAwDAeNXWGuriGM6yeCkUtvSuYZeO7oXxaUPYSzJU1sXzxt4XAAAAAACAaBrytpicnBwzQDECkkiMzpOLL754xIeqra3Vo48+qvLy8lGHMAAAjFdG8JGeMfgeEaukJKcZQPhsDk/azfAkepNC0yydM0Z9AAAAAACAaBpyeCJJV199tSTp3Xff7fc+77zzjiTp0ksvHdGBamtrVVpaqueff57gBACAAfjaRtZ5Iknp3Y9p6x6rZZf27s4Q66iw0UpKdio5OfQjDOEJAAAAAACww7DCk69//euSQiO1ImloaJDH41FOTs6IFrw3NDQMGpzs2LFj2HUBABhvurr86uwILX5PH0F4kpEZ6laxe2yXHZ0nkpTaXY+xXQAAAAAAwA7DCk9mzZplhiK7du3qc/tTTz0lSbr77rv73NbQ0KDFixfr/vvvj1i7oaFBK1eu1Lp16ySF9qpY/9fQ0KCnnnpKtbW1wzkyAADjknXc1kg6TzLMzhO7w5NQ/WiHJ8boLjpPAAAAAACAHYb9TsYDDzyg06dPq7S0VAUFBeYelAMHDmjHjh365je/GbHr5OWXX1Ztba1qa2u1ZMkSFRQUmLcZwYrH49HixYsHvD4L5AEACA89jC6S4cgYo7FdRmdI1MOTdMITAAAAAABgnxG9k7Fp0ybt2LFD999/v1wul7kkvry8PCwUsfryl7+s3bt3a9asWWH3MQITj8cz6HULCgr6rQ8AwERiDU9GM7Zr7BbGD/+MA2FsFwAAAAAAsNOIfw10yZIlw9prUlBQoD179vT5fE5Ojqqrq0d6DAAAJiSfpWNkNGO72n1d8vsDSkoa1iTPIfH7A+rqDEjqGbMVLT2dJ/aGPwAAAAAAYGKK/jslAADAdtbOk5F0dVi7VXxt9gQQ1pFaqew8AQAAAAAACYTwBACABNTWHXikZ6TI6XQM+/HWPSltLfaHJ9HeecLYLgAAAAAAYCfCEwAAEpCxq2QkI7t6P87XZs/SeGuwEfWF8Wk9Y8eCwWBUawMAAAAAABCeAACQgNq6d56MZFm8JGVk9XSetNrWeWIdLWbPzpNgUOrs8Ee1NgAAAAAAAOEJAAAJaLSdJ+kZPWGGr3UsxnaN7Jz9SbUsoGfvCQAAAAAAiDbCEwAAEpCxMD7dsrtkOJxOpxmgGF0s0RYWnqTZ03kisfcEAAAAAABEH+EJAAAJqG2UnSdST/DSZnPnSXKyU0nJ0f2Rwxqe0HkCAAAAAACijfAEAIAE4/cHzG6L0YQnGRmhx9rdeZIa5X0nEuEJAAAAAACwF+EJAAAJxtfW0ymSMcKxXZKUkRUKT+zaeWIEPNFeFt+7ZjtjuwAAAAAAQJQRngAAkGCsYUd6RjyP7QrVtSM8SUm17Dyh8wQAAAAAAEQZ4QkAAAnGGnaMamxX5tiM7Yr2snhJcjodSk1L6r6OPeEPAAAAAACYuAhPAABIMNawIxrhSUe7X/6uwKjP1ZsZnqSP/IwDMUIZxnYBAAAAAIBoIzwBACDBWDtP0kYxtsu6L6WtLfrdGz3hSfQ7T6SeRfSM7QIAAAAAANFGeAIAQIIxdp6kpScrKWnkf5Vbu1baWqI/ustYGJ9qw9guqaejpZ3wBAAAAAAARBnhCQAACcYY25U+ipFdUnjniS/KnSfBYND2zhPGdgEAAAAAALsQngAAkGCMsV2j2XcihYcv0e486bAEGnaP7aLzBAAAAAAARBvhCQAACcYY25WRkTrIPQeWbtmXYt2jEg3WQMO2zhNj5wmdJwAAAAAAIMoITwAASDDGcvfRju1yOh1mgGJveDK6c/bHHNtF5wkAAAAAAIgywhMAABKMr3vnyWjHdklSRpYRntg3tsuuhfHG2K7ODr8CgYAt1wAAAAAAABMT4QkAAAkkEAjK1xYKJkbbeSJJGd2dJ74EHtslSR3tfluuAQAAAAAAJibCEwAAEoivrSfkyMgc3c4TScrICtVIyJ0nlo4WRncBAAAAAIBoIjwBACCBWDtEojG2y+heifbYLiPMcDiklNSkqNY2pKZbw5Pohj8AAAAAAGBiIzwBACCBWEMOY9n7aBjdK1HvPGkP1UtLT5bD4YhqbUP42C46TwAAAAAAQPQQngAAkEDCx3ZFIzwJ1ejs8KurK3p7Q4zOE7uWxUuM7QIAAAAAAPYhPAEAIIG0tUZ554klgInm0viO7jAjLX30AU9/rLUJTwAAAAAAQDQRngAAkECM8CQlNUlJyaP/a9wawERzdFe7GZ7Y13mSnOKU0xkaCdbO2C4AAAAAABBFhCcAACQQX/fOk2iM7OpdJ5pL440ww87wxOFwmGPB6DwBAAAAAADRRHgCAEACMbpD0qMUnqSHhSeJ1Xlird9BeAIAAAAAAKKI8AQAgARiBBwZGaPfdyJJ6Rkpcji6a7dEMzwJ1Rqr8ISxXQAAAAAAIJoITwAASCC+tu7wJEqdJw6HQ+kZKd21oze2y+gEMcZq2YWxXQAAAAAAwA6EJwAAJBBjL0m0xnZZa0Wr86Sr0y+/PyhJSkuP3jkjYWwXAAAAAACwA+EJAAAJIhgMytca3c6TUK3QCLBo7TyxdoEwtgsAAAAAACQiwhMAABJEu69LwVBDh9Izo7PzROoJYoyultGyBhl2hyc9Y7uit68FAAAAAACA8AQAgARh7Qyh8yS8PmO7AAAAAABANBGeAACQIHyWzpDohifR7TyxBhl2L4w3whO/P6iuLr+t1wIAAAAAABMH4QkAAAnC2hmSnhHF8CQrVKurM6DOztEHENYRWvZ3nvS8Du10nwAAAAAAgCghPAEAIEH42qxju6K38yQ9o6eWLwqju8ZybJe1s4XRXQAAAAAAIFoITwAASBBG50lyilMpqUlRq2t0noSuMfrRXcbC+JTUJDmd9v6oYQ1n6DwBAAAAAADRQngCAECCMIKNjCiO7JLC96dEY2m8EWLY3XXS+xpGaAMAAAAAADBahCcAACQIY6RWehRHdknhI8CiGZ7YvSy+9zXoPAEAAAAAANFCeAIAQIIwgg1rp0g0pKUny+EwrjH6sV0dMeo8YecJAAAAAACIFsITAAASRE/nSXTDE4fDYXafRGdhfKjGWIQnSUlOJaeEfpxhbBcAAAAAAIgWwhMAABJEW1v3zpMohydSTyATlbFd3SFG2hiM7bJeh7FdAAAAAAAgWghPAABIAMFg0DK2K7o7T0I1jfBk9GO7ehbGRz/kiSQ13QhPRh/8AAAAAAAASIQnAAAkhM4OvwL+oCQpPSP6oUR0x3aN3c4T63U6GNsFAAAAAACihPAEAIAEYO0IsWNsl9l50jK6zpNAIKDODr+kno4QuzG2CwAAAAAARBvhCQAACcC6iyTaC+MlS3jSNrrOk452v/nx2HWehM5OeAIAAAAAAKKF8AQAgARgDU9s2XmSFarZ1dnTOTIS1r0jY7UwPjWNsV0AAAAAACC6CE8AAEgAvrDwJPqdJ9Y9KqNZGm/t/hjrnSd0ngAAAAAAgGghPAEAIAEYgYYzyaGU1KSo1zc6T0LXGvnorvDwJPohTyTWhfHBYHBMrgkAAAAAAMY3whMAABKA0XmSkZkih8MR9frWbhbfKMIT6+issVoYb4ztCgY1qpFjAAAAAAAABsITAAASgNENkpER/X0nUnh4kqhju3pfHwAAAAAAYKQITwAASABtbaHwJN2GfSdSqHvD6Qx1tERjbJczyaHk5LH5MYPwBAAAxEK7r1O/+sWfdfQDT6yPAgAAbEB4AgBAAvB1d4PYsSxekhwOhxnMRKPzJC0t2ZbxYpEYY7uk8LFhAAAAdnrrYIN+vvcPem7zz/ShuynWxwEAAFFGeAIAQAIwukHs6jyReoKZ0XWehB47ViO7el/LuD4AAIDdjh4JBSYd7X5V/tdvdOKj5hifCAAARBPhCQAACaBnYbw9O0+staMxtmuslsVLjO0CAABjLxgM6vhHLeaf231d+sGO36jpVGsMTwUAAKKJ8AQAgDjX2eFXV1dAkn1ju6y1faMY22WMzUpLt++cvVnHdrUztgsAAIyBFm+7+XPPnIIzJUltLZ36wX/9Rs0eXyyPBgAAooTwBACAOGfdQZKeYV8okR6VsV1GeDJ2nScOh8MMUOg8AQAAY+G4ZUTX5dfm64vXzJYkeT3t+sHLv1Fry8h/GQUAAMQHwhMAAOKcr60nzLC386RnbFcwGBxRDevC+LFkhDUdhCcAAGAMnOge2eVMcmjajGxdWDhT8794niTp9Mk2/WjH2+xiAwAgwRGeAAAQ56ydIOm27jwJBTP+roA6O/wjqhGLzhOpJ6yh8wQAAIwFYzn8lGlZSkoKvbXyuYvP1UVfmCUp1JnyP9//7Yh/pgIAALFHeAIAQJyzhidj0XkihXe7DFUwGDR/w3KswxNjQT07TwAAwFgwxnZNOzM77PPzv/hxFVyUK0n60O3RrvJ35O/eXQcAABIL4QkAAHHOWODucNgbSliDmZHM6e7q9MuY9pU61p0njO0CAABjpLPDr6aTbZL6hicOh0N/9aVP6VMFMyRJR/50Sm9UvqtAgAAFAIBEQ3gCAECcMzpP0jNT5HA4bLtORlZPeOIbwdJ468istDT7OmQiMcd20XkCAABsdvJ4i/nxtBnZfW53OBxa8OV8fexTUyVJ79cfV9X/HB7xTjkAABAbhCcAAMQ5I8jIsHHfiSSlZ/TUbxtteBKjzhN2ngAAALsZ+06kvp0nhqQkp64qPl95554hSap/56h+9sbvCVAAAEgghCcAAMQ5s/Mkw95ujtS0JDmTHN3XHP7YrliGJ8aYsA46TwAAgM2MfSdZ2akD/nJLcnKSrv3qBTozN0eS9M6v3Dr00/fH5IwAAGD0CE8AAIhzbW2hIMPOZfFSaMSEcY1Rj+0a686T7rFdnR1++f3MFAcAAPYxOk+mRhjZ1VtKarL+5vpPa+r0LEnSrw78RW8d/Iut5wMAANFBeAIAQJzrGdtl/x4R47cnRza2q+cxsRrbJdF9AgAA7BMMBnXio9DOk6GEJ5KUlp6iv/36ZzRpcoYk6ZdVf1TtW422nREAAEQH4QkAAHGuZ2G8vTtPpJ6AZkRjuyyhRWpabMZ2SYQnAADAPt4mnzo7/JKkqTOyhvy4zKxU/d3XP6PsnDRJ0k921+t37x615YwAACA6CE8AAIhj/q6A+R/o8d95EgotUtOS5XA4onquwaRZwhqWxgMAALuELYsfYueJwTUpXX+75DNK7/6Zbu8P3tOffnc8qucDAADRQ3gCAEAcs3aAjEV4km52ngw/POnoDi3GemRX6Jo9rw3hCQAAsMvx7pFdSclOTZqSMezHT56aqb9bcqFS05IUDEr/+1qtjvzpVLSPCQAAooDwBACAOGYNMTLGeGxXMBgc1mPbYxieWMd2EZ4AAAC7GJ0nU6Zlyekc2Vsq08506W++dqGSU5zy+4N6/dXf6mijJ5rHBAAAUUB4AgBAHPO19YQn6WM4tivgD5rjwobKOrZrrLEwHgAAjAUjPBnOvpNIzpo5Sdd+9QI5kxzq6gzoR6+8HTYSDAAAxB7hCQAAcSy882QswpOeawx3abyxMD4WnSfJyU45naE9K3SeAAAAO3S0d8lz2idJmjrMfSeRzPzYFH2p+Hw5HKGfX36w4zdqOtU66roAACA6CE8AAIhj1gDDutfDLulh4cnw9p60+0L3j0V44nA4zNFdhCcAAMAOJ461mB8Pd1l8f86bPV0L/iZfktTW0qkf/Ndv1OzxRaU2AAAYHcITAADimK87wEjPSDE7K+xk3avS1jK88CSWC+Ot121nbBcAALCBdazWaMd2Wc254Cz91Zc+JUnyetr1g5d/o9aW4XUAAwCA6BtxeLJr1y7deuutuvXWW7V48WLdeuutOnDgQNQOVltbq1tvvVW1tbVRqwkAQKIxuj/GYmRX7+u0tY10bNfYnLW3tO5dKx10ngAAABsY4Ul2TlrUf9654HN5mv/F8yRJp0+2qeKlX4ftvgMAAGNvRL8aumLFCu3evVvl5eUqKCiQ1BOmfPOb39SqVatGfKCGhgZt3LhRu3fvHnENAADGC7PzZIzCk5TUJCUlOeT3B4fVeeL3B9TVGZAUB50nPt5oAAAA0Xfio9DYrmjsO4nkcxefq472Lr31ywYdP9qs/3r6oBbd8BlbrgUAAAY37M6T+++/X7t379YDDzxgBieSdM0112jJkiV6+umntWvXrhEdZseOHXr55ZdH9FgAAMYjY+fJWHWeOBwOZWSFRnf5hrHzxLpnJDWNsV0AAGB8CQaDOnEs1HkSrX0nkcz/4sdVcFGuJKnhT6d05P1Ttl0LAAAMbFjhSUNDg3bs2CFJWrJkSZ/bjc89+uijIzrMkiVLtGrVqlF1rgAAMJ60mZ0nqYPcM3rSM1K6rz30sV3W8CRWnSepjO0CAAA2aTrVZnbZRnPfSW8Oh0OXXvlJJSWF3q5pPNJk27UAAMDAhhWePPXUU5KkSy65JOLtBQUFysnJUUNDw6j2n0yaNGnEjwUAYDwxd55kjN0eEaPzpG1YnSc994392C7CEwAAEF3hy+Lt6zyRpKRkp2ac7ZIkfUh4AgBAzAwrPDECkfPPP7/f+8yaNUuSGL8FAMAo+f0BdXSPoBqrsV1ST1AznM6TjvbYd54Yi1vb27sUDAZjcgYAADA+GftOklOcmjQ5w/brnT0r9EulH7o9CgQCtl8PAAD0NeR3NzwejxoaGiRJZ5xxRr/3mzlzpmpra/Xuu++O+nCj5XQ65HQ6Yn2MuGO0/xr/nKh17aydaHXtrJ1ode2szZntr2tn7VjUbW/r6ebIcqUpOXl41x7pmbNc3TtP2jojXjNS3a4Of8/js4Z/1tGc12CEPgF/KDixniHRvi/srJ1ode2snWh17azNme2va2ftRKtrZ+1Eq2tnbc4c3bonj4XCk2kzspWSkhTV2pHknXOGfvWLv6izw6+mk22afpYrKnX5vrC/rp21ObP9de2snWh17azNme2va3ftiWLI4YkRnEhSTk5Ov/czghXr/WNlypQsORyEJ/3JybHnt2USra6dtROtrp21E62unbU5s/117aw9lnU72noCiekzXJo8eWTztYd75ilTQ6Mo2lo7dcYZmf3+XWqt63T2vIlw5tk5Sk5OivSQIRnpazxlWs8IjYy0VLkmpUet9mD4Xra/rp21E62unbU5s/117aydaHXtrJ1ode2szZmjU/fk8VB4kjvrjIg/k0X7zKnnJ0t6W5LUdKJNs+eeFdX6fF/YX9fO2pzZ/rp21k60unbW5sz217W79ng35PCkqalnzuZAO0lcrp7fhvB4PAMGLXY7ebKFzpMIkpKcysnJkMfTJr8/eu2/iVbXztqJVtfO2olW187anNn+unbWjkXdox/2/N3rDwR06lRL1GoPyBHq3Aj4gzr6YZM5DmuguqdOdo+ySHbK6/UN65yjPm+3rq6e0WEfHfWoK9ATPiXa94WdtROtrp21E62unbU5s/117aydaHXtrJ1ode2szZmjV9fX1qmmU22SJNcZ6WE/k9l55inTsnTyeIv+UH9MnyyYEbW6fF/YW9fO2pzZ/rp21k60unbW5sz217W7dqIb6i+nxmYo+RgJBIIKBJh53h+/P6Curuj/HyfR6tpZO9Hq2lk70eraWZsz21/XztpjWbfZ225+nJKWNOLrDvfMqZadJV5Pu5L66SKx1jWWy6elJ4/69Rnpa5xkGaHR0tKhnAjzyBPt+8LO2olW187aiVbXztqc2f66dtZOtLp21k60unbW5syjr/vRB17z48nTsiLWsOPMs86bopPHW/TBkaao1+b7wv66dtbmzPbXtbN2otW1szZntr+u3bXHuyEPPLN2m1i7UHrzent+qIhl1wkAAInO19qz8yQ9YwwXxmemmh+3Wc4wEGNhfGqMlsVL4YvqO3xdA9wTAABg6I5/1Gx+PHX6yMaojsSsj02WJHmbfGqx/FINAAAYG0MOT2bNmmV+7PF4+r3f6dOnJRGcAAAwWkZwkZqWPKYL3jIye4KatpaOIT2m3dfTeRIr1mu3txOeAACA6DjRHZ7knJGu1LSx+1ln1semmB9/6O7/l1gBAIA9hvxOTE5OjhmgGAFJJEbnycUXXzy6kwEAMMG1tYUCCWuYMRasnSe+tqF1nrR3d3qkjeEbCr1Z38wwwhwAAIDROvFRaMfJ1BnZY3rdaTOyzV8O+fBI/7/ECgAA7DGsX2O9+uqrJUnvvvtuv/d55513JEmXXnrpKI4FAAB8raGuj7EOT1JSk5ScHPoRYahju8zwJH1sz2qVlORUckro3IztAgAA0RAIBHTyeGzCE4fTobNmhkao03kCAMDYG1Z48vWvf12SdODAgYi3NzQ0yOPxKCcnR0uWLBn96QAAmMCM4CJ9jMMTqSewGfrYLiM8iV3nifX6jO0CAADR0HSyTf7uJbvTZozdvhPD2d3hyfGjzers9I/59QEAmMiGFZ7MmjXLDEV27drV5/annnpKknT33Xf3ua2hoUGLFy/W/fffP+h1BlpIDwDARGEsjLeO0Ror6d3XbBvm2K6xnAMeiXH9djpPAABAFIQtix/jzhOpJzwJBII69oF3zK8PAMBENuztsw888ICuvvpqlZaWqqGhwfz8gQMHtGPHDn3zm9+M2HXy8ssvq7a2Vjt27FBtbe2A17Debr0GAAATSUw7T7KG3nkSDAbV0R4vnSehcxOeAACAaDD2naSkJsk1KX3Mr39mbo4cjtDHjO4CAGBsjegdjk2bNmnHjh26//775XK5zCXx5eXlKigoiPiYL3/5y9q9e7dmzZrV73127dql3/72t3rllVfMz5WWluq3v/2tzjnnHEaBAQAmjEAgaC5rz8iIQXjSfU3fEHaedFhGZMU8PKHzBAAARNGJ7s6TqTOy5DBSjDGUkpqkaWdm69iHzSyNBwBgjI34HY4lS5YMK8woKCjQnj17BrzPNddco2uuuUarVq0a6bEAABgX2n09ocVYL4yXpIys7rFdQwhPrEFFzMOT7ut3sPMEAABEQU94MvYjuwxn5U0KhSfuJgWDwZiEOAAATETDHtsFAADsZw0t0mOy86S786StU8FgcMD7hocnYx/0WJkL4+k8AQAAo9TW2qGW5tAI02mxDE+69560+7p0+mRrzM4BAMBEQ3gCAEAcso7LiknnSffYrkAgOGgQYb2dhfEAAGC8MPadSLHuPMkxP2Z0FwAAY4fwBACAONTW2rOoPZZju0JnGXh0V1ztPLGM7RqsYwYAAGAgxsguSZoyLStm58jOSVd2TpoklsYDADCWCE8AAIhD4WO7YhCeWK5pDXIiicedJ5LU0e6P4UkAAECiM8KTSVMylJKaFNOznJUXGt314RHCEwAAxgrhCQAAccgY25WSmqTk5LH/j/UMy54V3yCdJ8Zye4dDMX9jwTo2zDgXAADASBhju2K578RgjO46fbJt0F9sAQAA0UF4AgBAHDI6T2IxsksK73YZtPOke2xXWnqyHA6HrecaTHjnCXtPAADAyPj9AZ08EQpPYrnvxGAsjZeko272ngAAMBYITwAAiEO+tlBgEYuRXZKUkpKk5JTQjwmD7TwxxnalpcfmrFbW8ISl8QAAYKROn2hVwB/anzZ1Ruz2nRimzsgyfzb7kPAEAIAxQXgCAEAcMjtPMlIHuad9jNFdbS2DLIzvDimsI7NiJXxsF+EJAAAYGeuy+KnTY9954nQ6dWZuaHQXe08AABgbhCcAAMShWI/tsl7b6ILpT0/nSezDE2v3C2O7AADASB3v3neSmpas7Jy0GJ8mxFga/9GHXvn9gRifBgCA8Y/wBACAOGQsaY/V2C6pJzxpHaTzJJ7Ck9S0noX1dJ4AAICRMjpPps3IivlON8NZM0OdJ/6ugI4fbR7k3gAAYLQITwAAiDPBYFC+tnjoPAmN7TLO0h/rwvhYczgc5jkITwAAwEgZ4Uk8LIs3GGO7JEZ3AQAwFghPAACIMx3tXQoEQgtK0zNjt/PE6HppaxlsbFcoXImH8ETq2XvC2C4AADASrc3t5gjVeApP0tJTNGV6aHn9h27CEwAA7EZ4AgBAnDH+Y12Kn86TYDAY8T7BYNDs8IiHhfGS6DwBAACjcuJYi/nxtDPjJzyRpLPyjKXxnn5/PgMAANFBeAIAQJyJn/AkdO1gsP/RXf6ugAL+0H+4W5e1xxLhCQAAGI3j3SO7HA5p8rTMGJ8mnLE0vrWlQ94mX4xPAwDA+EZ4AgBAnPG19ozJSs+IYXiS1XNtX2vk8MQaUMTb2K52xnYBAIARMPadnDE1U8nJSTE+TThjabwkfej2xPAkAACMf4QnAADEmfDOk9jtPLFeu62/8KQ9/sKTns6TgRfdAwAARHLio9DYrnjad2LIOSPD7A5maTwAAPYiPAEAIM4YQUVyslMpqbH7bUfryLC21shL4+Ox88Q4BwvjAQDAcPm7Ajp9olWSNLV7OXs8cTgc5ugulsYDAGAvwhMAAOKMEVSkx3DfSe/r99t5YunuiJvwJI2dJwAAYGROHm9RIBDa5xaPnSdSz+iuk8da+GURAABsRHgCAECcMfaLxHJZvCQlJyeZnS/9hScdloDC2DUSa6ndIU5XZ0B+fyDGpwEAAInE2HciSdPiNTzp7jwJBqWjjew9AQDALoQnAADEGSOoSI/hvhODEeD4EmpsV0/oxG9jAgCA4TD2naRnpCgzO/Y/i0Uy/SyXnEkOSew9AQDAToQnAADEGbPzJCO2nSdSz9L4/sd2hcKJlNQkOZ3x8WNFmqUDhtFdAABgOI53d55MnZElh8MR49NElpTs1IyzXJKkD910ngAAYJf4eJcDAACY2tpCXR6xHtsl9ew96Tc86e7siJeuE6lnbJdEeAIAAIYuGAyaY7vidWSX4ayZodFdRxs95o4WAAAQXYQnAADEkWAwaBnbFfvwJMMMTwYe25UWJ/tOpPAgh7FdAABgqFqaO8yfbeJ1WbzhrLzQ0vjODr9OHmuJ8WkAABifCE8AAIgjnR1+Bfyh3x7MiIudJwOP7TIWxqfGUecJY7sAAMBIWJfFx3t4cmb30nhJ+tDN3hMAAOxAeAIAQByxhhTx1Hnia+2MOBKi3Rc6bzyN7UpjbBcAABgBIzxxOh2aPC0zxqcZWGZWqiZNzpBEeAIAgF0ITwAAiCPW8VjxsPPEegYjKLEyx3alx/6shqRkp5xJoQWvjO0CAABDZYQnk6dmKikp/t8uMUZ3fXiEpfEAANgh/n8aAABgAvFZOk/iITxJt4wOa2uJEJ60x9/OE4fDYZ4nUuADAAAQyfGPQrtD4n1kl8FYGu9t8qnF2x7j0wAAMP4QngAAEEfCxnZlxMPOk54AJ9LS+J7Ok/gJT6Se8zC2CwAADEVXp19NJ1slSVNnZMX4NENzFntPAACwFeEJAABxxNcWCk+cTodS05JifJre4Ul4F0cgEFBnh19SfC2Ml3rOw9guAAAwFCePtyjYvd4tUTpPJk/LVGp3t+2HbkZ3AQAQbYQnAADEEaO7IyMzRQ6HI8ankTIsY7t8vcKTdp/f/DjuOk/S6DwBAABDd7x734mUOOGJw+Gw7D2h8wQAgGgjPAEAII4Y3R3pcbDvRAotXzc6YFp7je2y7hOJu/Cke4E94QkAABiKE0dD+04ys1KVmRX70alDZYQnx482q6vTP8i9AQDAcBCeAAAQR4zuDmvHR6wZZ+nbedITTMTTwnipZ2wX4QkAABiKE92dJ4my78RgLI0PBIL66ENvjE8DAMD4QngCAEAcibfOE6nnLL0XxoeFJ+nxc17JMraLnScAAGAQwWBQJ44Z4UlijOwyzDg7R8akV0Z3AQAQXYQnAADEEZ+x8yQjfsKIDDM86d15Es9ju7oXxvu6FDS2vwIAAETQ7GlXR3to5FWihScpqUmadmbozCyNBwAgughPAACII21txtiueApPQmO7+oYnPV0dqXEangQCQXV1BmJ8GgAAEM+sy+KnJVh4Ikln5YVGdx11N/FLIwAARBHhCQAAcaKz02++0Z8eVztPQkGOr5+xXc4kh5KT4+tHCmsnDKO7AADAQIx9J84kh86YmhHj0wyfsffE19al0yfbYnwaAADGj/h6pwMAgAnMupA9njpPjJ0nvrYuBQI9XRy+7rFdaWnJchjDtuNEqmWBfQdL4wEAwACM8GTKtCw5nYn3NslZeTnmx+w9AQAgehLvpwIAAMYp60L2eApPMixdML62niDCCCXibd+J1KvzxNc5wD0BAMBEd+KjFkmJt+/EkJ2TruycNEnSh27CEwAAooXwBACAOGHdKRKPY7skqa2lJ+DxmeFJ/AQ9BsZ2AQCAoejs6FLTqdCoq6kzsmJ8mpEzuk9YGg8AQPQQngAAECfidWyXtfPEGvAYnSfxtixeYmwXAAAYmhPHWsyPE3FZvMFYGn/6RKt8bXTdAgAQDYQnAADECSOYcDjiaxSWNcix/se4ufMkjs5qsIYn7YQnAACgH8a+Eylxx3ZJPUvjJUZ3AQAQLYQnAADECV9baCRWemZKXC1gT+9nbFd7W/zuPElKciolNUkSY7sAAED/jnfvO8lypSk9I346f4dr6owsJaeE3uJhdBcAANFBeAIAQJwwOk8y4mjfiRQKIoxODuvYLiOUSEuLv/BE6uk+ofMEAAD0x+g8mZbA+04kyel0asbZ3XtPjtB5AgBANBCeAAAQJ4xgIh5/6zEjK3SmttZQ50kwGIzrzhOp51zsPAEAAJEEg0Gd7N55ksgjuwxnd4/u+ugDr/z+QIxPAwBA4iM8AQAgTvjMzpM4DE8yjfAkdMaOdr+CwaCk+FwYL/V0xDC2CwAAROI57VNnh1/S+AhPzswLdZ74uwI6frR5kHsDAIDBEJ4AABAnjK6OuAxPMkKjxIzwxLo4Pi0t/s4r9YQ6jO0CAACRhC+LT+yxXZJ0Vnd4IrE0HhipU8fd+un3vqNf/PC/FAjQwQVMdIQnE0xHe5ve+ekPdfLYB7E+CgCgFyOQSI+znSdSz9guX3fAExaexGvnCWO7AADAAI53hyfJyU5NmpwZ49OMXlp6iiZPCz2PD4+wNB4YrhbvSf3ukXWaeuA9BZ76b/28dIUa6t+K9bGAESMAHL34fLcDtql54XFNO3hYb2/9vjxFczT3KzfrjKlnx/pYADDh+bsC6mgPjY2Ix86T9F5juxIiPBmDsV1Hj/xOf37brZkFl4nfSUGi6uzw6ef/8bCSTp7WJ7/5LU3L/VSsjwRgAjpx9C+q2/G0kpKcyrnwc/p44QKlZ7jsvWZ3eDJlepacToet1xorZ8+cpFPHW3XU3aRgMCiHY3w8L8BuHe1tenvjv2rqSZ/5ualuj1o2PqGfX/RxfeaG5co+Y1oMTwgMna+tRW++8Lhyfv17dV5ZpHlf/3asj5Sw4vPdDtgmPXempMNK6Qpq6i/q5K6+V+8WztH51xGiAEAsGSO7pPgMTzK6u2HafV3y+wMJEZ70jO3qHOSew9fV2aGa7/+nJu3/lZIC0oGZr+qT/7hS03M/HvVrAXYKBAI6uOkBzahrlCT96d83Kq30QbnOmB7jkwHxpauzQ797+x1NyTs/1kcZdwKBgH7zvy8rqXKPpnd0/4bsW3/SH18s1+lZU5R6wQU67+IrNfXMc6N+7RMfjZ9l8YYz8ybp3V9/oJbmDnmbfMo5IyPWRwLint/fpeon/lXTG0MdW8cuPEfpM6YpveotpfiDmv6rP+oPtavV9aW/0mf/9iYlJcXnf/8AkvTH3x7Qiee3anpTuySp+f2/xPhEiY3/t08wn/ubm9TwyfN1ZOfLmvr7Y0rpCmraL+vkriFEAYBYMjo6JCk9Y/ThSbuvVdU/fEHnXPQ55c35wqjrWQMdX2tn2HnjNTwxx3ZZlttHw5E/vK0jz/ynpnzUan5u6pEmfbhunRr+9gp99tqlcjrpQkFi+OXzj5rBiSTlNHXone8+oM/f94hS03jDDZBCb6od/M5qTfvTSdVeeI4u/va/8u/5KDl94gPVfu+7mv6HY5KkoKSOVKfSOgJK9kvT/nRS+tNPdOKHP9Hvp2UokP8JnV30VzpnbtGovwbtvi55m0K/YT4e9p0Yzp5p3XviITwBhuDgUw9rev1RSdKx86bq0jvu1/QZk1W/4G29+3yZpv/uI2W0B6Qf/Fg1vzikaf+wVJ/4zGUxPjUQrrPDp5oXN2nyL97VpO7//D1+7mRd+i/3xPZgCY6f+Cag8wqKtOjf/1MZq+7QsY+HWg7NEOW+e3Xg6Yd1+gQ7UQBgLLW1WDtPRrfzJBAIqPo/1mvSrl/q5IYteudnPxrt8cLO1NbaKZ+lmyM1LU7DE8u5OqIwuqurs0O/fGmTvBu+awYnJ2dk6fTFcxRwSGmdQWXv3KtffGeVTn7kHvX1ALvVvPaMph14V5J0alqGTl70MUnS1Eavqv9jHTOSgW7VO7aE3sSXNP3tv+hXP3g+tgcaJ36z97/15/vvM4MTrytFyd+6RX/90nYlfftWHZ8/R02T0sz7Tz7epqk/e0cdj5XpN3ferp9v/r+q/dkP5WtrGdH1TxyzLosfP50nOWdkmONWWRoPDO7gjic1reb3kqSTZ2bp8//yr0pOCf23z/S8T+jSNY9I/3SjmianSwr9u8i/+Wn9/Lv36eRHDbE6NhDmL3Vv6q3SOzX1wLtyBqWOFIe8xZfrsv/7mKadNSvWx0to8fluB8bEeQVFmjXn8/rze9U6snOHpv/xeHgnyudn6/zFt9CJAgBjIKzzZJRju379+nbzN8mTAlLXcztUn5ym2YVXjLimtfOktaVDvu7zpqYlx+0sbWtHjK9tdOFJ726TLqfkXVCoi29YrmnTJqm6areOP/e8cpo6NP39Ezryb6VqWPxlfebKvx/VdQG71P6kUtk/+qkkqTk7RXNXl+rcj5+nH939LU3700lNf69RB7c9potv/j8xPikQW3/49U90RtWvwj6X9aOf6P1PzNV5F1wco1MlNs+po/rtU981f8tbko599mO66Ja7lHPGZCWnpGpO4QJ94rNflCR98Oc6NRzcJ39tnSY3euQMSlmtfmX95s/Sb/6sP2x7VafPmaL0Cy/QefO/pCkz8oZ0DmPfiSRNnT5+whOHw6Gz8ybp/d8d19EjHgUCAXlOHdXxv/xOHvef1P7RB3L4fEr/+Cd1buHlmjxtaK8XMB79evfLmvxGtSTJMylVc//P/RF3Lc0uWqiuz/613qp4Tun7DiqtI6Dp77rV+H/v1++++Hl9bvE3lZKaPtbHB0LjpHds0aSf/FpndP/e04m8HH3iH1dqRt4n6JSNAsIT6Ny5RTp3blHfEOXg4e5xXoQoAGC3aI3tcv/hbaVV7pMkNWclK83nV4o/qI6nt+kPqWn6xIWXjqhu+NiuDnPnSbyO7JKktPSeM4+088S622RK9w+jJ2dkadayf9L5n7hQSUmhH0Y/+dnLdNb6T+vN5x/X9Df/oPT2gPRfP9TP36rRhd/8P+yPGIX6N6vU9F8vS5+ZrYtvXRXr44wLf/ztAWn7TjmDki/VqbNWrNSUGTOVnJKqwrv/Tb/+v6t1xok2Tf3pb/XWjO266NqlsT4yEBPe08fU9NwLyu7+Dc7MZder7alXlOIP6vRTz6jp/35ck6acGetjJpTan1Sq8/sVmt7mlyS1ZCUr44brden8L/X7mLPPzdfZ5+ZLkpqbTuj3h/ao5ddvKef9j5TWEQjtI3j/hPT+j3W84sf63fRMBed+UmfP+2vNmv25ft84MvaduCalx/XPM0PV4j2pj/5Sr6Yj76v9Q7+kmTp+1KPffPuflNUR+rktu/t/kqRfva9j//2G6qdlKDDn45rxuYv1sQu+wC4HTBh1B/9Xaa/ukiS1ZiTpnLtWD/jv9OSUVBX9/T/p9IJFqn1xi6b9tkGpnUGl7qnRb6rfVtZXr9PcS64dq+MDcv/xHR15aoumHAv9gl9nkkMtX7pY875yG/8ujyJeyQnm8F9O6bWfvq85H5uiojnTlTetZ7ZrxBDFT4gCAGPBWBifnpEsp3NknRy+thY1/ucWTfIH5XdK05f/kwI+r1qffEGpXUG1/ucz+suKdJ2T//lh106zBDqtrZ0JEZ5Yx4lZF9wPVX/dJkXX/3PEH0bTM1y6tKRUhw+9oZbtO5Td0qXpdR/q9/ffo7Qli3X+pX8z8iczQR1t+J18z2zTpI6A9OPf6tAZz+pzf3dLrI+V0D7882F5/9/TyvAH1eWUMm+/Rbkfv8C8PTN7kj7xL/foLw+uU1Zrl9J3vqH66WdpduGVMTw1MPYCgYDe3rJB01tC4Xvg77+s+dder72nPErZ8bqyWrpUu+khzS/9d96gGILmphP6zTPf1fR33TJ+ojh2wUx9dtm/KMs1Zch1sidN1WevWiJdtURdHe3649s/07E3f6m0w39Wjif0s9TkY63SsbfV/pO39ZusZLV+aqamfn6eiq7627BaRudJIu078bW16FhDvU4d+aPaPnCr86OPlHTitDJPtynDFwqkMiWdnT5djTNnSg6n2pOmKUs9Y7nbU53yJzuU2Rq6/+TjbdLxWvl/Xqva1Gfl/dh0ZV7waZ03/0r+2x/j1p/ratT1/H8pNRAKxyd/q0QzZn5ySI89Y+rZunTlOr1f+0sdfWmbphxtUU5Th/TsDv18/1598qZ/1JmzZtv8DMK986Zbdb/9UPP++jzlnnPGmF4bY8/v79Kbr35P2XsPaXLoX+U6eWaWzr39Wyr42Pnm/ZrbOvWnD70qumD0O1UnMn7Km2B++e5RHW44rcMNp1X50z9q1oxsXfrps/WFgjOV0z3P3gxR6mpCIcofjhGiAIDNjM6T9FHsO3nz6Uc0/VRo8an3S1/Qpwvma/LkLO33eOV4YafSOgI69R9PKulf/kV5ljdLhyIpyam09GS1+7rU1tKhtgQIT6xnax9G54nRbZLTT7eJVUeXX82tHWGfmzPvKrXM/bzeevq7mlF7RFmtfum57+vnbx7URbf9izKzzxjxc5pIfG1e/fk//l1ndPTs3cj4wX794dxPjbiDaqJrOnlUR574d+X4AgpK6vr63+n8i/66z/2mnnmuWpaXyPP4fyi1K6j2Z7fLPeXMYf97A0hkb5Y/pel/PC5JOnbhOfri1UskSZ+79h/049/Xa/qbf9C0I006tPW7uvi21bE8atx778Dr8r38qqa3hv4ubs1IUsqS63TpZT1hhj8Q0Nu/P6FfvndUQTk0JTtV08/I0JmTMzRjcoamTkpXUq8OkuTUNM0uvNIMdxv/+I4aDu1X4N3DmvyBNzTeq6VLWb/+k/TrP6nmmVfkd0oBp0N+p1PHZ/6D5ExWx1tVqjmwWUGnQ0GnU4Ekh+R0KpjkVNDplMx/JklJzu7/JZn/cyYnKTklWV3+oIIOR2icqfFPp1My/+yUnMbtTvN2R/d9HE7j86HbnElOBdta1HLELcfxU8o41aKs7jAvvft//cnoOilH0K+gI0mNswuU+onzNSn3XE07Z44mTztTkydnqfbNg/rzwR/L/169Jjc2KSkgpXcElF5/VKo/qo/K9+jw9EwFZp9HVwrGlY+O/F6nnixTZmfoF86Sb/kHnZtfOOw65xV8Qec8UKi3d78sx/9UKdPn1/Q/HteJdQ/pDxcX6KIl/6yMzL4jwKLtd+8eVdXrhyVJ//Pfv9VXv/E5TZ6WOKEwhudoQ73++NRmTW30SpL8Tsmz4PMqur7E/Hf0X456te9XR/TL2qPq6Aro0vc+0j8tOn+gshgAf/NNMMWXnae2Dr9+dfiYuvwBNXzUrJf3/k7fr/q9LvzEVF326bP16U9MVXKSU+fmF+rc/6+QEGUcCwQC+v1bP9axH+9R9h8/UHt2mvSZuTr3smt15qxPxfp4wIRidJ5kjHBk12/2vKLpv/mzJOnYx6fp4sX/aN72mQXXqaa1TRnf36UMX0AfPf6YkletGfZvRGVkpoTCk9ZO+brPG6/L4qXw8KTDN7TwxP2Ht9UwSLdJMBjUHxs9+tlvP9DBd4/K1+HXnFln6LILz1Zh/gylpSQpyzVFl921PjSe5JWK0H9Mvf0Xvbd2lVw33aDZn18Q/Sc8jgQCAb25eb2mnwiFgcc++zGd8ds/K8UflOfp53Tq/o8xo32YfG1evffvD2hK929mN139Bc274qv93v+c/M/r3W98TYHnXlFaR0AfbnpCWaUP8HMfJoQ/1R5U9v/+QpLUNDldn799Tdjt85at0pvuuzXlw2ZNPfCu3vlEhS74YnEsjhrXWptP661nv6vpb/9Fxtt4H+Xn6jPfvMscZ3nS49NPftOon779gU552/utleR0aJolTDlzcmbo4ymZmpaTLqfTodyPX2B20nlPH9Pvf/mGWt/+TWi8V2dQDknJAUmBoFpSshRwhv5en+o9oZyWjn6vHWuZ/Xze75SaXWnqmJItx7QpSj3rbOXknqOp53xKk6fP0u+3/1ofuj1KnfFpfe7LnzEf53Q65XQ6NfOTF+qsj4Ver9bmJv3xzf1qevtXyvi9W9ndIU2oi6dXV8qnL9R5867g7wMkJM+po/rLY48op3t0YPtXr9ZnBxgbOJikpGRd9OUb1fJXf6Nf/1eZplTXKzkgTft5rep+fZecf/clffqKv7dt78QHDae170d15p87O/x6/dV39NWbPxc2whiJLxAI6FeVzylj1880tSsoSTo1LUO5y/5Jcz/1WXX5Azr03lHte/OI6o80hT32vLycWBx53IjfdzxgizOy0/TtxZ9WclqKdh94Xz/5daPe/8AjfyCot353XG/97rhcmSn6wvln6dJPn6VzznQNOUSZdiZvYiSK4x/8Sb/f+5pS3qyVy9spYxJ/hq9N2vsrNe39lf40PVP6bIE+8ddf1rSzz4vpeYGJoK3F6DwZ/g+5Rxvq5Xz1dUmh2eEXLl/T5wf0z179db3Z4ZOrYr+yWv068u8blbTmPk07+2NDvk5GZqpOn2xTW2uHfN1hRDQ7T1qbT6v+lz/SpJmzNfWsT4y6XkpqkhwOKRiUed7+DKXbpKmlQ79450P99O1GfXCiNezxRlfnS3vqNf/8s/RXF56tj53lUsFfL1LTBfP1zlP/rum/+0iu5k4Fy7bqQOHP9bmb71J6Br8VFkn1K1vMRcLHPnWm/mrFv6rup69Jz72mrNYu1W16WEVrH1VyalpsD5og/P4uvfnYv2n60dB8/+OFn9QlX/vnQR93/iVfVs1HHyrnhz+Rq7lTdd9dr8+ufYTvW4xrLd5TOvH003IFQrPDc/95eZ/v+ZTUdH3qjtVqWPdvyvT5FXz5NX3wsTnmXg5I9dV71Lz9ZU1vDv3925aeJOff/60uu/w6BQJB/fr3x/Xjt9x6+48nFAz2PO6M7FTlzXCp8VhzWJjiDwR19GSrjp5s7X0pJTkdmn6GJVSZEvp45heu09Qv/YMCXR16/+2fqtX9vtrb2uXv7NSp5hyp+72ljk9l65g+Jvn9kj/Q889AQI7ujx2BgBz+gByBYPfHQTkDoT87A0EpKDmCkoJBOYKSQ5aPg5JDwe7bQ7c5g32eRkRBSc2uFLWfkaXg9MlKmXGmsnPP0dRZn9TUsz6m5JT+O5bPzJukD90efej2KBAIDjgWNjN7UigA/GKxAoGAGt9/R+6an8r/br0mf9C7K+UNHX31DbpSkHB8bV69++gDmtIUCktPLSzU/Kv/ISq1s1yTdek/3iv3wnf0521Pa1rD6VCn2Mv/o4M/+Zlm3nirZs2+KCrXMpw+2arXX31HAX9QKSlJ+tzF5+rgT/6oplNteqPiXX35axeOeBw04svxD95X/fee0LSG05Ikv0M6fdmnVfQP31ZLh1T58/e1/y23Tjf3/CJASrJT888/U1+aN0sXzT1bp061xOj0iY+/3SYoV2aqrvz8TH3xM7lyH2/Rgd9+oAPvfKimlg55Wzv1Rk2D3qhp0DndY73mF5w5aIjyXtFsFd14m9Kz+Q2UeNTR3qb3fvYjtfz855rScEpTun9g70hKl3vSx/XR1I/rDJ9bcxrektT9W0ZvVOvkG9X6/VnZcn72An3yr/9GU2bMiuGzAMYvY2xXxjDDk84On/605XFN7gwq4JBybv1Gv8vJP/93t+iQz6czdv9SruZO/enRh5R8778N+TcHjWCnraVTvlZjbFd0fqPpD7/5mZqe26rs5k6dkPQnV4p8552t7IIL9bGL/mpEC3kdDodS00KjxgbqPBmo2yQop96qP6afvv2B3v7DCQUs7/Ckpjg1f+6ZOjdvkt44+BcdPdmqtna/9r/l1v633Jo1I1t/deHZ+kLBWbp41cN6+41X5Kz4X6V3BDSt5vf67e//RdNuvVXnFXxh2M9tPHvvl7s1aW+NJOn0lHR97o61cjqduvQrN6ni3Xc17WC9pjZ6dfDZjbr0n9fG+LTxLxAI6Jf/78Ge8UOfmqEv3H7PkB9f+JXbdODYUU07eFhTjrbozSf+VV9Y9R3eJMO4FAgE9OuyhzXdG/o7rn3RFcrrNa7RMPXMc3TilqUK/L8XlNYZVMOTj2vyv21Ueob9I1riWVurV796/rua/qv3zcXkxz41QwXfvEvB1Cmq/Nn7+snbjTrp6QlGHJIKzpuiL342T5/Pn67p01w6dapFLa2d+uh0m46ebDX/efRUmz461Rr2BpE/ENSHJ1v14clWSSfCzmMEK2dNnaFzz/6UpmSn6MzJmeo8fEyqcSslNUkLvnV3aITWCCUnOzV5cpZOnWpRV1dg8Ad0CwQCCgYDCvr9CgQDPX8O+BUMBuRwBHXW2TPU2hYcVl3D2TNz9JtDod9EP3W8RVNnZA/+IIU6U2Z+4kLN7P7eb20+rT+8uV+et99S5u/dymrpkkMRulLOm6HsCy/UFxZdL2nkY2gBO3R1dujN7/6r+Yskxz7/CV18/fKI9231daqu4bQ+lneGpruG972c9/ELdHbpd1X700p17PyRXM2dmtroUcvGJ/Tziz6ui77xLU2ePPpfQmlr7dCPXnlb7b4uORzS1YsL9Ll556ql2ad3ftWohvdP6Zf7/6hLrhj9L6QhdgKBgH69a7tSfrBP0zpD/x3aNDlN029dppRJ/z975x0fV3Ul/u970zUa9d7cLVnuvWG6sSEkgA2YZDfJUpNsNjFkIbspQCDJ7iYxCWzKEjDkl5AE25RQjW062DK4N0nuRb23Gc1o2nu/P0YaSdZIVpknaez7/XzmM6P33px35+i+c8u595xcnt9ykt1Ha/ArnWPUpFgzV83JZNmMDKItBvR6bXY9XUqIUY+AzCQrt101kVVXjKfwTCM7Dley/0QtPr9KSY2DkvdPsKlrWK9Jc0I6URI/O8bpz/6DVqseZ3oC+nFjSJw8nay8uWKF4ghScnQvpR9uxnb4DBaPggVQkKm2ZlOSkoddl4aKBCo4TEnEr7kSQ8MO1INHghOJCVUO2PIZtVs+41iGDf3smUy6/Atiq7ZAEEaCYbsGmPNk9/PrSKoNPKtNV85m0axA/oLqRifv7y1j0pgE5k1KomNKYMFt3+Qzt5uEj/YT0+zh+C8eY8oPf9qrw6UrFqsxWNa2tvDkPPH7fex+8ffEfbyf6C6rMG12L7ZDJXCohOoX3+JYogXvhGwSps1m3OzL+j051ZGnxR3CedLXbpPY2Am88vFZCo5U0uLsnmx+YlYsl01PZ35eCjarkfh4K8vnZFJ0poFPD1Wy52gNHl8gNObf3zvBpg9PMTc3mctnXEfyI0s4/uxvSDrXSGyTG/eTT7Nz6XbmfeXfMBj7il4+eJyOJsqK99BwvBD/uVKsVY24Yy1MeeCHxCRkaHLPwVJdehzvXzZiVqHNKDPmO9/rFit6yT3fp6Ds30kqbyZ5z0kObH2RWWFaMXixsnvTH0jedwaA+rRo5q39yYAdHwvveojP6n9A8slakk/W8vnzv2LJvT/QorgCwYiy/+0/d+56m5LB4uv/qc/rJ8+7ms9PFRP/7m7iGtrY8/v/Zsn3fqZZeJbRzsn9n9D8wgsktwTazTajjHLLCmzjr+WFj8o5ePJot0UIMVYjy2akc/nMDJLjLADodZ26Mxl1ZKdEkx1i0t/t8VPd6KSm0UV1Y4dTJfC5uRfHyoETdcHjk5CIQ8KFyp/eOUp6YhTpiVbSE6NICpFfRQsC9USGXmyyXi9jMkfhdA1utXBqZmzwc2VZc7+dJ+cTFR3H9CtuhituRlEUyk8dpmLvp/iLT3TflXKsCo5VseOdD8j69wdJyRY7sQSjA0VR+Pzpn5N8JuBcrZ2UyqL7ftDDVtc1udi2p5RPD1Xi9gTCeiXEmJg7OYW5uclMzIpF7oejVZZlpl9xM+6F17HvpT8Ss/0QBr9K8r7TnCx8iKLF01EMxvZcR7pA7iOdDkmWkWRd4LMkI+n1yFIgz5Ks0yPJgXdVldm/X0dLc6AsU6YakLxnqCz1cvmKydTXtFJZ1szBXaUkpljJnZYWZo1euvi8Hvz+4dn53lBTTvGzvw7WW0WC+gW5+ObewZ931XGuam+366eOjefquVnMnJAkdhyFGeE8EQTRyTIzJiQyY0IiDpeX3cXVbD9c1UdYr1yW/uBX3Zwo0J6U72QNnKxBeXc3Z6TnaUm04MtOI2r8RNKmzCY1J++SHVQMB/amWo5+8BrKrn3E17lIJrDlu9mcTEn8JOqjx+NXuz/+BqMOr8fP4b2NLLnmi8xc869Ul57gzKfvIB8sJq7ehQSBpFQV26navJ2izFhMc2cxedmN/Zp4FQgEofH7leDk/kDCdhV++gZJe04CUJcdx8I7vo3H62fzZ+fY/FkJPr/Ce3vKSLCZuHHJWC6bkY5eJ7Pon9dS4P4FSTuLiWtoo/CXjzL9Bz/Haovv834d+Vgcdjc+b8DbMBTnSX31OY7/4QkSy1sA8BgkpFXX4nb7cBUVEV1Si6UtcJ+4ehfUH4ddxzkjb6QpzQaTxpMycz5jpizoNWxFR04Wd1t3B0io3SZNV8zBnXcTf9pRy+mKz7tdH2s1smR6GpdNTyc9seeCAEmSyM2JJzcnnq9cO5nPi6v55GAF56rs+PwKnxdV83lRNclxZpZe9R2o/pCYd7dj9Kkkbj/C/uIHSL/nG2RPmjVofULAGVV5tojq4v20nT6FoayGmMY2ZBUSulwX5XRw/Oc/Ydz3f0xias6Q7hkuXE475377a+I8CooEhq+t6ZGXR28wkv/d/+T04w8T3erD8Oo2zo2ZNKgkn5cCB97dSPx7gV08zbEmpj34KCZzb9Hze0en0zN37U848NPvk1DTStLnx9iT/Dzzbr4r3EUWCEaM0hMHsLz1MQAtsUZmf6NnCMxQzL/tW+w8c47kkzWkHK1g72vPMX/VvVoXt9/4vNrn8nC3OdnzlydJ2nWcDnd3zdhE6hauYccJH/V7D3a7Pn9sPFfOymTWpKRuzpKBYDLqyEm1kZPaczFFm8dHTRdnSnWji9pGF9WNLpocgR0vHZawweNn/6HKbt/X6yRS46NIS4wKOFUSrKQnRZGWEIXZGDlTKFFWI7HxFpobXVSXtzBtztDDbMuyTPakmWRPCuRQcTqaOLXnw8CulFMVWFt9RDt8VPziV7i/+22yJ88Z8j0FgqHy+d+eCuaGrM+wMW/to90WkpyqaGbrrlL2HqvpFkYQoKHFHYzMEhttZO7kZOblpjA5O+6CE9QmcxSLv/oAtdec5vgLfyT5RDVmt4L5o4N9fq8vVKAw9QqabYHQ6jmNR0h/bQ9O4DRQOyOHa772fV77+2EcLW4+fucY8YlRpKSLnBf9pdXeSF3ZSZoqztFWU4mvthapoRlzk5OoVi+KDK0xJjzxNkhKwJSShi0jm4SsCSSk5oRld/bB919GenUzye7AWLglxsjpRSvZXpmMY9uZ4HUmo47LpqVz9dzMkGNUQXiInJZfMKxEWwxcNSeLq+Zk9S+s19qf4244Q83RvTQVHcVQVkNsQxsSoFMhvs4FdWdg/xnsvEutUcaRHos0Jpu4Sflk588nOjZxpH92ROP3+zi++30aPvmA+JPVxLavonbpo6mIGU9FQi6ejlSN7R0Cq83E5Gmp5E5NxRJl4B9/PUBTg5OC909hMOjInzWJ1K9Mgq9Axdkizn26Ff2hY8S2T8QllTVD2ceUvfExjTnxmOfOIXfZF7DaEkIXUiAQhMTVJUlpf8N21VWexf/iaxgAp0XHlG8/ROHZJv727nFqm9q6Xdtgd/OXrcfY/Nk5vrh0LEumpbHozofY6f4ZyftOk1Dj5NCvHmH2D/6rzx0dFmugbB2OExh8wvjCT9/Av+E1Ets7hA0pUUz8tweYMnNOIOzFjQp+v4+KU4eo2P8Z/uMniS1vxOBT0SkdjtyD+D8+SLHhOVqyEjDkTiJj9hIyxk0LTnh1OHc6nFN+v4/PX/w9tg/3Bneb1CVHcXTGDewqj8ZTeipYRp0sMWtiEpfNSGfa+IR+r0KNMuu5anYmV83OpKTazqcHK9lZWIXT7aO2qY3Xtp9FksYxZ2kGM4++TUq1g7h6F45fPcnnV81l3u3f6nenu7mhmrKi3TSfKIaScmxVzZi8Kjbg/P+kIkFjvJk2i5nM8iZimj2c+cXPUB/64YBy32iBoijs++3PSG4I1N3mq+excNGKkNfGJaaTcN+9OJ/6Pwx+lbqn/0jCT8YIJ/55HN/zAaaXArmQnBYdYx54qE8dOVxe/JILXS/nzRYref/+Y0799BFsDi/Rb39CUUoa+Utu0KD0AsHw4nLaqfrj/xHrDzjTk++9j6jo2At/kcBk8ux/+yGFj/4Hsc1uorfs4NTEKUyYcZnGpe6bqnPHOPvsb4mvctBmlnFbTXhtFoi1oYuPx5iQSFRiKjHJGcSlZPf7957PqUMF1Dz3J5KbA04Jt0Hi4LTZfOyYin+vI3idLcrAZdPTuXxWBqnxA3fiDgSzUd/DsdIRWqusookzpU18uOkwAInJVtr8CrWNruCuGJ9fpbyulfK6njs+4m2moEMlLTGKjMQoMlOiMZqNuNw+/H4FSZIIzKlKSBLIUuB9KKHBBoKqqqgqKKpKSoaN5kYXFWXNtHl8qCrofDIWd9+54PpLVHQc06+8Ba68JdCWv76emLcLiGrz0/Tk7/B84y4mzBzZZ0Ewspw+XEDlJ+9iMBkZc91NpObkD+v99771ZxI/DjgrmhLMTP/3n2AyRwVzL23dVcKJLsm1ZUliXl4yy+fn4FFUPtpTysGTdXh8Cs0ODx/sK+eDfeXERBmYMzmZuXkp5GbH9ekITs4YT/J//ILju9+j8dVXsdU7kdTAXNlAOZU4l5p2x0my4ywT6/d0v9ehEg7/74+58qvfZ8srJ/H5FLa8coTV/zIXa7TIFQiB8WBTXTn1ZadxVJXRVlOFWlePrrEFS3MblvbxqaX9dT6yH2Ib3dDohtN1wHEAGoHaoGMlGikpAWNqGtHpAcdKYtqYC47xmhuqOfD0uuAuWIDiCRlslpfhPW0CAgsC0xOjuHpOFkumpWEZ5Hhc0H8kVT3fr3rxUFtrH+kijEoGG5PVrygUnmlk++FKDrSH9epAJ0vMmpTE/Pw0ZFQsJj0G1Ulr2WFc546hnislurIJS5u/V/nNsSY8WUmYxo0nOW8mmRNmoDcYB13e/qCV7OGUW116nNPvvY75wLFAQjLAJ+mpiR5LacIkHIbueQL0Bpnxk5PJnZ5GRk7nagm9XgZF4vnfbqe1PTnjNTfmMTnEFs+yU4co/XQbhsPHiWnuvprNL0PDmESs8+Yxeen1xMQlRJSOtZQtyqy9XC1laynX0+bnj+sCq12/eMcMssb27YD0eT3sfux7JFY5UIHWr95OQX02+47XBq+ZMiaer1+fh93t5y9vF1Fa0zmBkRpv4UuXjWPe5ER2/f4xko+UAVCXE8e8//hvjKZQ3UQ4WVzDu68XdTt2w23TGTOh/85vd5uTPX96guS9nU6KukV5LPjaA5ijLH3q2Otp42zh59Qd3I108iyx1Y6Qgw6nRYdjTCpR+VMoa86l/JyT9KxYrl1p48ivf0NCTWAyxCfDrvET+FRdhCp1ThlnJltZNj2dRdPSiLlAGLX+1guP18++47V8crCCoyVNnSdUhaXSZyw+fRJ9R+iwtGjG3PtvZE/I7ybb62mj7MQBao8ewnvmDOaKOmwt3pD3A3BYdFTH26gwJ1Aip1FJNj4Cg6Zl3g9Zeq4UALvNQPaD/0lK5tBiIg/lGfns7/9Lwgf7AKidnMriB/+724rvULL3vf0C0f94HwjU3YU/WjfglV6RZi/6K7v0xEGafvMUJo+CVy9h/e63GJu/oMd1Hq+f/Sfq2FlYxZHTDSiqyth0G4unprEwPzVk/S8/dYiGJ57E5FHwGCRiH/jOBVcWR5qeR/r/dynI1VL2YOTuePLHwbaw+QuXMf+WewYst/zUIRp/9RuMPpXWKD3jHv1pv0PchlsXhZ++gfL3f2Dy9n+o7zbKtFkNeG0W1BgbclwsxsRELImp2JIziE/JJsoWH7TNfr+bfX/7HbZPDweTn59LieatmCuxd9nrmJcTx5WzM5k9KRlDP+KuD0e9OHeqnjdeDEym3vLV2aRlxuLzK9Q0uqisd1JZ30plvZOqhsB7m6f3MexAkQg4UQLOlK6fpeA5uctxWZbw+1VUVSUQ0j7w3uEgUbt9Vjn/P54MjCWg9wModO01xEUbSU+0kpHU/kqMIiPJim2AIWS7otfLHHlvI/ztbWQVvDoJ+c47mNLLgoiByB0t9mKkZUdCmX1eD4WfvIHrw48CIcC7UDsukZTrv8iEWZcPORrJhcpbuP0tdH9+GVmFVquenB8+THRCFgWHK9m2u5TqRlfwWpNRx+UzMlg+L4ukOEs32a1OL4dP17PnWA0HT9UHQ3p1YDXrmd2+IyV/bHyfjpTzy+z3+1D9fvyKH7/Pi6r6Ufx+/H4fSvAVOHb6uJ2D7U7p2DiZBYsNSJIf1a8gqX5q33qDhJJGAJoSLRhv+S47PwpMwqdmxHDTV2ahG0T+i0isy36/m7bmckqOFuOoKMNTWwP1jRibWrHa3ej7adb9EjiiDbTaLLis0bissehVP2Z7E1F2B7aWTmfLhfB1cayQlIAxJZXo9GwSsyaQmj2eU7u30fLnl4hyBQrXEqVjc8Y8zpILBNqMWROTuHpuFvlj4vvtkNdSz5FOcnL/QoEL58klSDgeHIfLy67ianYcruRM5YX1bNDLWM06ko1NpHrOkeioJLGxgcRGF7peiuDVSbSkRqPmZJAwaRI+dEiSLhD3UadH1hvQ6Q3Iej16g7H9mBFd+3Gd3oBeb0RnMGLQG5H1hh6Nc6Q1Ah1yK8urOPzB67Tt/CwY7kZFosGSTnncROqsY1DPWzuaOSaO3GlpjM9NwnDednOvT6GmyUVaig1HfSv/eGEfLqcXSYLrbp7K+NzQK1UVRaH85AFKt7+H6fAJbPbuk3g+HTSNSybt2quZuOB6lDDa6UjoNA6XXC1lR5pcLWVrKbepzsULT+8E4LY755GU2ndM6oI//YqkHYUAnJg+gTd9y/C07waJjTby5WsmMT8vBYNBR3y8lfoGB58XVvPap6eprHcG5WQkWfni4my8bz9FSkeM9/FJLHzw5+iNPVcmlZ9rDE42dNAx6dAfyk8fofyPvw+E4CLg5DD90+3BAfVAdex0NHHmwHaajhzAcLqMuIa2HtcUJy+hInYyJhwsOv1y0EFRGW/m7cTLqCOQ88Ni0rMoP5XLZqQzNs2maWe0ptHJp4cq2XG4MpjwNokKbqz7lLSmgPPaq5NwrVhMbFoqtUeOIJdUElPr6LWj79NBVayFSmss5cZUyqXsbpNXXZGkwGTLUu9HLDtXAoDdqifjwe+Tfl6YrIEw2GekuOAd5Oc3ItG+IvAnv+qW56Qv2Tt+9xOSD5wFoG5JPkvu+v6wlHmk5PZHdn11CSX/9TjWVh+KBMqdt3fbHaKoKsfONbKzsJo9x2p6nRTUyRLTxyeyZFoaMycmdZv0PL7nffzPvIBOgdYoPTk/eqTP8G+RpmfRRmkvV0vZA5W7f8vfsb68DYDaicks/v4vQk7oNbd6aGj1khprIqqXVZ4H338Zy4tvAVCfGcP8H6/rNazkUMrcG36/j11/+Q2J7X0ERYJ9WWn4JQmbtw2bx43N7SHa5ev3xFFXvDoJV7QBT7QFY2sbMe1tlkcv8WHOZPZL80GSibYYWDo9jStmZZKWMLBdJsNRL/buPEfB+4FFHPd877IeY6OuqKpKk8NDVX0rFfVOquqdVLY7VRrt7l6/N1qwANPanScnUWjsx3dsUQYy2p0q6e0OlYwkK7FW4wX7Rx16/vjVv8ELr6JXAovrvHd8kRlXrx707xgt9mI0yB7NZW61N3Bk8wYMO/cR7ejc3eTVS8iK2m3upyHFiuWaq5h25c2DDnPUV3lPHy7A9btnMfhV3EYZ07/+K0caEvhofzkOV+e8RbzNxLXzsrhiZgZRZsMFZXu8fgrPNLDnWA0HTtbhcnc3phaTntmTkpibm8y0cQkY9N3nZQar45LT9Wx+6TCqCrZYM6u+Nocoa2f7otfLWK16Nv/kIZILywFwROtpuPIeThwNjJHypqdx5Q25A94FN9rrsrvNSdnx/TScLMJz7izGijpsTe6gY/+C39dLtFgNNJnNNBqtNBpiaJTjaCKBZjUeVeq7fppoJZ46EtQG4n3NJHgdxLe5iGt1E9VPx4pfptvzcSgzkffMV+ORLFjNei6fmcFVszNJigu9yLEvhPOkd/rrPBF7ewSDItpi4Oo5WVw9J4vyWgc7jlTxeVF1rx1Ir0+hyaHQhJUT5AP5EA+6OC+pUhmZ/goyXPVktDiIdQYaWYNfbQ/Lcgw+O0aoYYe//dX7utvzrpdAkSUUGVRZwq+TcU/JIe/WrxOXPGYQmhheSo7tY/vW17EePovVq2IFHMY4Km0TqIibiE/qbkjjEizkTk9jUn4qttjORMTNDjcny1s4Vd7MyYpmzlYGYvJDIMZvhs1MSpsEisq21wqZeeV4pk5Pw2YxdGtoZVkme/IcsifPQVEUSop3U1HwAebCU0Q7AoOypJO1+E5u5NOPP2XOt37QY0JMIBCA09FpOy8Utuvo59uCkyLliRZedS5ElRRkSeLaeVncdNm4Hlt3ZUlifl4Kcycn83lxNa9vP0NNo4uKulb++OZRspO+xNU5L5Ne0kjy6To+/99HWfTAz3oMZELlY+lPzhNFUdi/+QXMb35EXPuuxbox8eT/6/eDq3J9foWT5c1UHqjA7nDj9yvBkBPAeassAysrA3/nokycDBNAcdZiqD1ETPVZUqrrsDn96JX23XE+Cb0SWPGzI2ccn+mWoKIjf2w8l81IZ86kZIyG3gIWhZeU+ChWXzGBm5eN4/DpBj49WMHBkxJ/TlzN0thPWVxSisGvYthcgAokhZDRGK2nwmajwpxEuS6DGjJRunTrLCY9Y+IsJMdbSImzkBJvITku8DkxzkxxaTN/fScKRdrKFWfPYGv1UfGrX3BizT0sW7Jo2EKLVJ07hu+vL2GiI0H8vw+onVhw33+y9/EHSahykFRQxOHx/wiED7lEabU3curX/0Vc+07U1i9dydx2x0lZrYOdhVV8Vtizv5YYY2LJtHTSkqN5b1dJMN/dgZN1HDhZh9WsZ/6UVJZOS2N8RgyT513D/ppKrK++h9Xp49Sv/xvLw/8z6LA/AsFIUXG2CONr7wKBlaUzv/Wf3RwniqJy6FQ9Hx0o5/Dp+kDIo/aQjstmZjBtXEK3mPczr7mVHSePkbz7BInlLez6f0+w5N4fDMtvaW6o4tBT/01qeSD8TKtJ5o3sBZyj3SluhI4IvqgKZrmVGLWJGJqJURzYfK3YfC6i2x0sNpcPo6/7zJPBr2Jo9kCXnecliVG8HX8FzSQzOTuOK2dlMDc3uceE4WiioX0Hamy8pU/HCQR2gMTbTMTbTEw5b2ewy+2jutFJXXMbRpMBh8MdHFMpXfssIfswtO8m6aWfowYWO5jMBjxuH6qqdtul0lHtAiHB2o9Dj2tU4MQHp1F8CgvHJpKen4xeJ6M36jlV0khZrYOKutbgYg4Au9PLMWcTx0qbuv3eKJO+3ZESFXSuZCRZibeZevQbZlx1M0XmKDzP/Q2jT0V68U32OVuZc+PXBvbPEkQEVeeOcWrzJmIPnia+i91wROvxLp7DrBu/gsHg4/O/Pkf07qOYvGpgJ/iLb3Hgra34L5vP9Ou/HLa5gsqzRdifXo/Fr+KTYf/iFWx/x47P3xK8JiclmhULcpg/JWVAuZeMBh2zJycze3IyXp9C8bkG9hytZf+JWlrbfLjcPgqOVFFwpAqTUcesiUnMy01m2vhETIMca9RVO9j2WhGqGgiZ/IXbpndznATLZjSx7N9/zo7n15G4/QjRDh+6bc/QOOdr1NXB0cNVJKZGM2Ne1qDKMRrwetooP3mIuhNHcJ89g6GiDluDC50KffVCHWYdTVFGmswWmgxWmvSxNEjxNJKES7WC1EsdaDdtkgRWswGrWY8KtLR6gguQ3FipwkqVNAYMBF5RQAIYVRfxci2JSj3xvmbivQ7i2lzEO91Y2zodGR2OE4dZ5p2sOZwin5zUaK6Zm8XCKanDNk4VhEbsPLkE0dJrHG0zU1rRTLPdjcPl7fFqdXmxt793HHO2+bptL46imUxKyfRUkdHaRGqzC5NP22rqk6E8fyzTb7+btIzsIcsLt45Lju6l9B8bSD4VCMnjkU1U28ZTFjcRp6F7uByTWc+k/BQmT0sjJd2GoqqU1bRysryZUxXNnCxrpq655+rs87ECuUjokFBQOY6KYtaTmhBIltjxnpYQRUq8pVtHQFEUzhwpoKrgI6yFZ4LbDpvjTWR86ztkjp82ZJ2M5hU3wy1XS9mRJldL2VrKPVFYw5Z/HAHgvocuR9dLB76xrpxzP3mEqDY/LqPE8zlfwE4CE7Ni+ep1uWSndN+x0luZ/YpCwZEq3txxNmgPdKqHO+xvkd0e3qt2Rg6L/+0n3SaRnK0e/vzbgm73+Pp3loTsvHfQam/gwP/9Ihi31S+DfflC5q66lwa7lyNnGjhyup7ic41hDYuBqhAv1TJe8SDLY5AVH+Na/sF7cYtRY8Zz2Yx0lk5LG9Tqna6Eq140O9wUHKnik4MVSI1HubG6gKT23Xxug0RlbBQV1njKDWmUS9m0qTbibaagQ+R8J0m0pXcnXEeZ6+rtbD9YyfHNz7H0xEkgMLB4d/qNrLhmGTMnJA7IiTLwnUPNFD72H8Q2tqFIwD1fIW/hdT110+rhVEUzE7ITSLDq8fu79wnqq0so/dljRLn8ePQS8d//9363M5FmL/qS7fO42fXf/0FS+2RX/WXTmHLrd/issJrPCqsoqekeNsNi0jEvN4Ul09KYlB2HsX2nWmNjK+eq7BQcqQzpaEmNt7BkWhqLp6Vx4h+/J3F7wHbVjU1gwX/8T8hV9pGmZ9FGaS9XS9n9letuc3Lw0X8nrt6FXwLTd+9j/PQlADTa3XxysIJPDlb0ubsg3mbisunpXDYjneT29sTncbP7Zw8GFoEB7q98ielXrwpLmUPhbPPxwfvvkrr1leAitIp4M68lXUtubh5XzcuhucWF3enB6Q5M7DnbfD0+O9sn/fxKp401qi5ipEZiaMam2LH5Aw4Wm6cNo99PcVwWxZalLJ2eyRWzMshIGnqy2uGoFy8+u4u6agfjJiexctXoHZeES+5bmw5RerqBlAwbq782N6RcZ5uPyvpWKupaqahvpaLOSUVdK/UtFx43moy6QMivRCtZKdHMzU8nJcaIoqicObIT+x+exewJ3KdpxUIW3PatAf+G0a7j4ZQ9WsqsKAon939M7da3STpdR9ceY22ylZr8OdTa5lHZ6KGqwYleJ5GeZCXNppJc/QkZhUXYWjt3p7QZZRzzpzDli18hPilz0OVtrCvn9M9+gs3hRQVemzCTY9LM4HdmTEhkxfxs8i4Q9migevb5FY6WNLL3WC17j9V2290CYDTIzJiQxML8VOZPS8dhb8PnVzpzIhE6jJ/T4eb1v+6n1eFBliVuXDODzDHxFyzv3jf/hPWNj5FVcOsM7J2yBlebHkmCG9fMJGtsTxnh0kW45Pq8HirPFFJz/BBtZ8+gL68hpt7Za/QagCarniqblWpzAnX6eJqkeBrVpGDoYotJR5TJgNWix2o2EGXWB50iVkvg7+jzjkeZDZhNOmRJ6lZmV5svOM8ZnPds8+JwenseDzH/acRFvFRLgtJAvL8ZBZnDxtlMy5vANXOymJAZE5YFbWLnSe+IsF0I50lvjLZGXFFUWts6jIsPu8sT/BwwMC6UtkbaXG0oXg+K34vf70X1+1H9PhS/FxQfKD4kvx8UPyg+ZBRkVUHX/i6joFMVdKofGRVZVYj3OJhc3RzczufVSRRPyCZmyW3MmzGJhBhz34UPsy7O51zxbsr+sZHk03UANJlTOBs/jXprFtA5oSnLEmMmJDJ5WiqJGTGcrbYHHSVnKu24vaEnJM1GHRMyYpiQGcuk7DgMRgMnSxqoqGulusFJS10r2R4FHRJ+VI6h0jNtYoDEGBOp5zlV0hKiiDa4OfB//0Pi0SogsGXXu3ols5avGbReYPR0GkeDXC1lR5pcLWVrKffg52V88u5xjCYddz+wLOR1Hq+HnY//O+ntoRJfmTiHSstsbr9qIkumpyGH6FhdsEPqV9h+qJI3C87SaHdjoI01DW+S1RAIq1U7dyKLv/HDoANFUVT++MuPu8m478HLe42de+rQdpqf/zPRjsDgoSXGiPOLayjzZXP4TAPVDc4e35FlCYNO7owFTpdBRNcY4O2/t2tc8FDXWtt8xLXfP2p2OovzU5mYFRtSX4Mh3PVCVVWOlzbxyf6z1J3eh2yJw5gwnpQ4a9BBkhxvITnWPOgVSOeX2edX2Pb/fsvEnfsBaDXLvJh1NTEZedy8bBxTxyb0q+M+0AH3zl/+J8knawBoXD6fhWu+HTzfaHez91gNe47VcqK0KTjISImzMC8vhfl5KeSkRgfLdXL/J3j/8Dw6FVpijUz5yS+w2i48KIw0e9GbbEVR2PnkwyQXBcI0lExK40DObRSXNNO1p98RimvxtDRmTUzstjI8tFyV4pJGCg5Xsfd4TTA8YAe52THMK3mJ7FPtYf9mj2Pxtx6+aMKkijbq4tbFjt8/RvL+M0DABs2/7V85cqaBjw+Uc+BkXbdnJ9Zq5PJZGSydlcXHe0vZfqgCu7P7xFj+2HiWzchgzuQk7A1VlPz0kYBT1yCR8NC/k9GHU3cwuiivdfDBvnKa9r/ONaeLgmEpD2anIC+7k6vmjSMlIWpAclVVxeNTgo4UZ9C54sXl9uNs87Y7Xfz4/Arzp6YzNSd8bSpoXy/q6+08/YuP8ftV5l82lnmXjQ2b7NH6/O3dcZZdn55FliXufuAyzBZDv+W2eXxU1juDTpXKdqdKbZOrR36VrsRYjcyYkMjsSUnE+cto/v3vggvq6i+bxsKvfW9A+S5Gu46HU/ZIl9nraWP/tpdQPi0gob4zZ4giwfHUWHbZZlChjrvgvSTVRz6HWVB3nNTmTie1T4bavCwmfOl2sibOGFB5W5obKfz5D0hsD+X73riJ7NEtQa+TWDw1jesW5JDZTyfvUPTsVxSOlzaz51gN+47V0tzqufCXQiADU5CIandNnUahAUAi6HSBzjxJJqOOSVmxzBifyIwJiZQdeBf++goGn4rTYGPXuJvxKzpMZj23/stcYvq5iGw46rLb7aHqbBE1xw/jPHsaXXk1ttpWDP7eLU1zlI5qm5UqSzyV+lQqySQxKY0JmTFMzIojOz0W/H5MBl27E0SPTuM8OxdCUVScbh92p6fLnKcXl8dHdLSJ6WPi+1wENxJlvpgRYbsEEYMsS9iijL0mphvMg66qKn5FxedX8PlVvO2TQz6/0v45cM7l8XHgyH5se95mUmUTBr/KjOMluM/8mtc/zKIs/Rpm5o1h1qQkslOiw+L17Q9nCz+n/LVNJJ+pJxnwS3qOJ82lInZKt+uS022kjY3HE2XgbI2DTz851S2fwfmkxluYmBnLhMxYJmbGkpFk7ZYwPj7eSn5ObFDPqqpy4lgtH7xRjE6BqToZX2YM1U4P1Y1OfF0asvoWN/UtborOdo+kq9dJZKeuZpr1E/L2H8bgUzFsfIcdJ44y/+7v95qYWiC4lHC2BgYMll7s4MnyZj7721MsaHec7MlOJXPWdXzniglD6lzpdTJXzs5k6fQ0PjpQwds7z/ESN/Bl5S3Smtwk7z3JR8/+gqu/EQg5IssSZouBtvaVVHq9HNJx4vf72L3h98R9tJ/odjNxPCeJdyzX4PpcAsq6XZ+eGMXUcQnMmpTEwhmZuFrdYevYHS+s5v03iwH41k3T8fh8o7rTKEkSuTnx5ObEo9fPHZaOrl4nc8Pda9mV8Bxxb3+KtU3hy6UfsEFS+fXGFiZlxXLLsvHkhVjlNlh2vfjboOOkNi+Nxbd9i7pmV3C13sn2sDPnU9PkYvNn59j82TlS4izMn5LCvNwUJsxaxp7rjxG7eQcxzR4O/PbnLPqP/xl0DO1I47M//zroODmXbGWjejXKuU4dTsiIYfG0NObnpQwoEbAsS0wdm8DUsQn8s3sy+47XUnCkiqPnGlGBY6UtnORqvpz4Gln1LpL3n2H3S0+zcM2/hvsnCgRh5dAHrwQdJzVj4mnIvJ7/eHpnj1X2U8fGc8WsTGZNSsJs0hMfbyUj3swty8Zx8GQdnxys5MiZQDivorONFJ1txGrWs3hqGpNuW4P/hb9j9KqU/+G3xP3kl0MObedXFA6cqOeDfWUcP1vDdW3vsqI8sMjKq4OSy5dy85q7+5WYPRSSJGEy6DAZdMTbeuY+60qkTsY01juDOxgTU/rOMXexkNqem05RVGqq7OSMC50TLRRmo55x6TGMS4/pdtzj9VPV4AzuUqlsd65UN7hQVJWWVg/bD1Wy/VAlRr3MjIW3smDPq8Q4vCRuP8JO589Y9I0fXjLtdCSiKCp1LW2BfD91TioryzCfeI/cc2eJ6xJuqM0gcTAtjb3mObSoiXR41Qx6mdT4qECYtyQrBqOeU6VNlNc6qGlyoaKnkNkUJs1kTPJJFjYfYXytA70C6UVlOIt+zbbUGMonLSJxwkIyU2xkJFlJjrP0CLPV2ublvc9PY3zrKca0O04+y8ngaPQVfHF2JlfPzSK2j53y4UYny0wZE8+UMfH807WTOVkecKTsPVY7oFxJE7o4TspRqO84oYI/6OHvnJNxe/3BvjTAmLRUpq1YzYT3/0FUm53pZe9zIGM57jYfm18+zKqvzsHYSw4vrVEUhaOfv0/Dwd34z5Zjq3Fg9AVC04dybznMOqpioqiyxFFpCDhK/MYEJmTEMDEzloWZsYzPiMHanrdmtLZRsiwRbTH0GMOP1vIKAoiWSnBRIkkSep10wdiVer3MtYtWUb/qOnZt/4SWLa+QVd6Eyauy9Fwprso/s6tqDD/fvoCYmFhmTUxm1uQkcrPjBhQXs7+cKfyMin9sIvlsAx0p2muj0ziacSUeJbALxmDSYU6JplZV+Ki2FWdl6Akmo15mXHpM0FEyPjOGmAFMmEBAj5PzUjDqZLb+oxDFr2KtbeWBr8wmLjGK+pY2qhucVDY4qW5wUtX+Xt/SZeWIX+VMhZ0zzGbf+FhuKt9JjMtP8r4z7C35HmP/9QHScwafoFgguBhobY8zfX6+E7vTw8sfneLsoe18+dRpAKrjzcy/80Em5ST3kDNYDHody+dlc/nMDD7cV86bO3XcovyDpBYvWbuPscHxM+Z/+TtMyIjFEtXpPDFZenYjykpPc+aZ35Da7uhx6yXeHTOVI9KcQJIqArve8scmMG18AtPGJZAUG3Ci6vUyZqMeV2v4ErB2zcnicnnRGYbHCR6JLLjlbvbqdUS//hFWt8KXSz5kQ/aVnCiDX764nylj4rll2XgmZg1t8q9ox9vEfxjY5dKYYKZp4df5+Qt7OVPZc8dwTmo083JTmD05mYZWDx/sLuXI6Xr8ikpNk4u3d57j7Z3nSIm3MG/ylSTlnibjWCXJp+vY/eLvWfTPa4dU1tGMqqqcq7Kz+40/MWNXIHRWTayRV2JvQEFPSpyFRVNTWTw1jdQBJmwOhcWkZ+n0dJZOT6e+uY2dhVXsOFJFdYOTl+NX8jX3WyQ4vMS9u4uX2swsueF2MpPDPzHp8yu0efy0uX14/AqNTh9OpxsJMOhkDHo52AfUydKwLXwRRA7VpSeQXgokdXdYdGwyXYVj+9ngeVuUgctmpHPFzAxS4kM/O3qdzNzcFObmptDQ0sb2w5V8erCS+pY2Wtt8vLe3jPfQc2VeLouKjxHb5Gb/H/6LxQ/+94BW23dgd3r45GAFH+0vp77FTYxUz1fr3yOtPWF7S7SBlG9+k+vz5g5cIZcYddWdIQwTU4YeZiwSSM2wIUmBPCvV5S0Dcp70htGgIyfVRk5q91W7PkXhbE0rn+wr48CJOhwuLx6fwp4yE8VpK/lyzRaSWrwk7zvN9l8/zJK1P8Fg7NtRJ9AWn1+husFJeV0rVQ1OalvclFS2UFnvxOdXSKKC+a4DLKyqQ98loEVjtJ49yeM4ZZ1PSlIisxKtZCRGkZZoJT0xisQYc4+Fmh0Tw16fn6qGQP7FwK6mVD6tm8XH8SeZ59jHlKoG9AqMrW5hbPU2qo58zIeJkylmOrLOQFpCFOlJVrKSrShIbPvsDMub3mBSbeD5PpqVQNYN32TNzMxB5xkJF7IsMTk7jsnZcdxxzSRKaxy4vCqO1jZ8vkCORxW1M9dj+3tFYQ1NpYG5nph0GxPzk0GSuudQojNPkiRJtPkUdhVWUdMY2BF0rsrOuaoo4rKu4/aq90h0VDCxbg8nk+bTWOfkg7eOsmLV1GHvK505spPKlzaQVN5MXIjzTpNMdUwUVZZYKowBR4mDeFLiLUzIiGVJVmCOK7PLYmCBQEuE80QgILDlcd7iZbB4GacO7aDq1U0klzVj8ahccfYs80wl7MwYz0d75/P+vjIsJj3Txycwe1Iy08cnEGUe2ra604cLqHrtZZLOdTpNXAYDB8ZdiVPJhHbHcyMqZ91efKWNPWQkxpiCjpIJmbFkp0SHzcEzdlIS13xxCu+9UUSby8ebGw5y0z/NIjkhiuQ4C9PGd8+74vb6qWl0Ud3gpKbJxdlqB0dO1VHuGc+fMpO5qWkbY+taSaxzUfs//82b05eSMfNapoyNZ2yabchbKQWCSMPZvpW7IyG7oqp8crCCVz46hb+tkbvKP0NWwaOXmPBv95MRRsdJV0wGHSsX5nDl7Ay2fZKE7q1niHf4mFN8kq1/+i2eyV8kvctqVpPJgKKonK2yc+R0PRUH32Vx4Wektse1rooz8XryVTSqKYxJszFtXALTxycyPiNGEwd0yN/UZTVVm8uLNUQ+BkEnc7/4L+zT6bC++j5RboWvlHzEPyZexTlPJsXnGik+t5dp4xO4Zdn4HqtQ+0Pl2SL8f3sZPeAyymxIuIrmHZXdrhmXHsO8vGTm5qaQEtfpWJsVb2X2hESaHW4OnKhj99EaCs80BBwpjS42f16KXr2cr8W9RkqTm/iP9lM0bjP5S28Ih2pGBaqqUtPo5L195by/qwRz3W5Wn9oHQEuUjjeyvsDS/IksnpbGhIzwxEkORWKsmRuXjOULi8dwurIlkEOp0MNtJ94hyqOQX/AJ/1elYkidwZJpaSydnk5UtJlmhxuHMxCawOUOOECCn9vfXR5f4HioYx4/fp+bFCrI8FeQ5m5AQsWht2DXW7HL0bRIMbSocbjUaCRJRq+X0etkDDqpy+fAu14vdX7WBa416CSMBh1RUUa8Hh+qwnnhAEOHCuyevLlnqMGOa3U6GWuUEafLg9JHKIqBIskSFosRp9ON36+GTETdMSHTfcKl5yRMxzWogARRUUZsZj3JsWZSE6JIijUPmw0PN3WNLZz83a9J9qooEryRuQCHEnDy5eXEceXsTOZMTh7Q70uIMfOlpeO4cclYis818unBCvYdr8XnV/nIM5/YtGqmVDWRfLyaj/76O6766nf6/WyeqWzhg71lfF5cE0xEPo6jfLFkD1HuwN+1YxOY+W8/JDouaYDauDTpcJ4YTTpssYML0RxpGIx6ElOiqat2UFkWeuFduDAb9SyenkFeVixuj49T5S3sP1HL/hN11DTCX1NuZI3uHdIb20g/Vsn7jz9E8xX3MTsvi4mZsWIiVEMURaW2yUVZbSsVdQ7K61oprw04TLrmOgJAVRgvHWV+czHjarsH7q5MjaZ19hImLljJ15Ntg9oFb9DryE6J7pGv0edfQHXjLZw5dZKmna+Rc+wsZq9KWpObLzUd5oqoIvakjuVA3RzK61rZczTwvSs97zG1MjBHUpUZy8of/hdG4+h7vmVJYkJm7AV3GOz/vISidsdJ5pg4vnD7jF5zYnbQ4aC67YrxlNU4OHSqnkOn6jle2kSTksxf0m/ktrp3yGksxGFMoCpmAmdO1PHhuye4avkkTR0oiqJS2+zieNEh3B+8RM65ejparI7cjlVRsVQakqmUs2hR4jEY9IxLszExK5aVmbFMyIglZhh3DwkEXRHOE4HgPCbMWMqEGUs5vucD6l97lcQqB1a3wrVnTrLAcoad6RM56J7LruIadhXXoJMlcnPimDUxiVmTkoIrqEPh9fmpa26jtqmNumYXtSd3kXToQ7Kr7MHGw6OX2J2ZT4thLkYl0ED6UDmHGohvSSBm+dg0WzdnyYW21g+ViVNS8PkUPnz7KM5WD29uOMjN/zQ75KDDZOjsDHU04rV1dk6WNVN8rpEDZ7MoP/06S86WYPaoXLl3Oztrz/BfhisxmYzkZscxZWwCU8bEk5lsDWscZYFgNOJ0dIbtOldl54Vtxzhd0QKqwq3294hpjxHtv/V6MsbkaV4es1HPl65dQNnEBKp/8z/YWn1ce+Yk70jvcFJeSEL79vGGVjf3/3Y7LqeTq90fcHVZdVDGnrGZOKbfyq0T05k6NmHEOrtdd560ubxYY0Sn+0LMueGrHNDpMb+8FbNHYdXJDzi5fBXvn43F6fZx5HQDR043MGtiEjcvG9dj1en5qKpKeV0ruw6dIv3t35HoCUxavp4zn+b2JQMTM2OZl5vMnNzkPttRAKvZENwB0drmZf/xgCOl6GwDPsXEK0nX8C/OLVg8Cr6/vcTLjVEsmD93WMNvDgVVVWlyeKhpdFLd6KK60UlNg4vqRhc1Tc5g3pE0znHT2b3IaiBkhvPWf+G/li4d1kltSZKYkBEY0HqvnsSn71sxvrIJgx9Wl+zgL2o0L1bZefG9E4O7gaqQINeQqZST7q4lrbWFlOa2YG6HvvDJ0GrW4TAZcJhM2A1mHLoo7Lpo7FI0zVIsdiUOvyRswkCRJYnEWBOp8VGkxFtIjY8iNcFCSvzodKwoqsrRc418dKCCuEN/Y157jP6CnBwaLPmsmJ7GFbMySRviDi1Z6gxz53B52Xmkik8OVbC5djnJttdIsntJ/3Qfv27+M/kLrmLJtPSQYWS8PoU9x2p4f29ZoC/Qgaqw3PAZs4+dRA74wmi8fAaL/um7IvTRAOhwniQmR0abEC7Ss2Kpq3ZQXd7McKW91clycMX97VdNpLLeyf4TtRQci2de8QbG1DsZX9XCuff+wBN7v4DJEsPMCYnMmpTMtHEJmIwju2MgUlFVlfqWNsprW4MOkvI6B5X1TrwXCAcUpfcyT3+YvJLjJLR05unwy9AwJZPs61dxhYY73PQ6mcwkK5lJM2HhTJyOZo5seRH99r1EO7zEOv1cc+YUS42nKc7OYpd+DhO9hSwqqQCgMcnCvIceH5WOk/5y6mgNn30YiDgQnxTFilumXtBx0hVJkkhPtJKeaGXFghxcbh+FZxo4dKqeN09Fc7XxdfJqCnAaY2gxJ3NsXwWfHq1h4pQUZk5IJDcnrltOvIHg8yvUNnXdURTIkdRSV87i1h3MqKgL5htuMsewP2MhjXIqVcjobUYmZsUxJyOWiVnhXQwsEAwV0csSCHph8ryrUeZcybHPt9HyxhvE1zqJcflZcfoYi6JPsTtrCnu9M/ArumCM47+/d4KclGjm5CYzJiOWs+XN1DQ6qW1uo7bJRXN7aJ4s6RSXNR5gdl3nKg63XmJvRjZlxqUkYqJjKOW16LGOjeOK5GhSE6KYmBNPXJQemeHv7OdNT8Pn9fPpthM4Wty88eIBbv6n2Vj74bjR62Qmtjt7vrhkLB7vLD57701i3nqDKLfC4pJyMhP/wWvxyzl4ys/BU4GInrYoA3k5gXihU8bGkxJnuaQGOoJLg9b2nSenquy88OfdwSS1l+t3M7EmEMqodkYOS6+9fVjLlTV2IvrvPUTVul8S5fKz4sxRto0fD1IKAE0uLyapgtvrPialOfAbnGYZ1003c8e1XxwVjk/jec4TQf+YteLLHJRlTJveweRRmbjtVabccyfFrWN5d08pbR4/B07WceBkHfNyk7npsnGM6bITRVVVSmsc7DlWw56jtVTVO1jteIPElsD/4OMx4zFlL+QruYEdJoNdAGA1B8LrXDYjHYfLy/4Ttew+WsObUj23nvwcs0cl/YO/87MjLhIT4pnfnmw+K9k6om2Jqqo0t3qobgg4SGranSTVDd0dJL0RRy23lX2K0afil8F8z9e4fO6yYSp9aAx6matX3MBBvRP9i29hdSvcXvM+f0n5Iu6Q0at7fj9B30w6ZaS6qki2N5LU2IrZ2/sknz1aj6LXYW71YDrvOr0CsU4/sU4/0AaEXm3tMsq0WvQ4zSacZgutRgtOQzRteisejPhUHX7ZgI/Ay4sRv2TEoxjwowN6C6HRfozOc8EdHRpx/m6Yrjtl5POSygau7X2HjNx+gSxJ+BSV+i7JoRVVpbYpsBiIM93LIEsSSbHmoFMlJcFCavvnxGF2rLS0evj4QDkfH6igptHFRAq5tiSw060s2UreTffx1fz0QU8S9UW0xcDy+dlcOy+LM5V2Pt2hx/b+Bkw+lauPfcLzrTZe/TiBmROTuHxmOrMmJVPf7OLVj07x0b4yWrokozcaZBZPtjLu4AbS2vvHbUYZ/T/fyqIlF8/OuuGirqbdeXKJ5DvpIDUzhsN7y2lz+WhqcJGQMLy/X5IkMpKsZCRZ+cLisdQ2zODIbx8js7SRMfVOvqK8ycbE69lxxMuOI1XodTL5Y+OZPSmJmROTSOpnYutLCVVVabS7qahrpby2fSdJ+8vt8ff5Xb1OJj0xisxkKxnxJqz2IuTje4k7XorF3dkHcZllnPPyybvxy0xJytT6J/UgKjqWBbd+E99NHgo/fo229z8ivtaJ2aMy+1QpM+RS5Pbi2m0GJj/44yHnlhpJqsqag7kaLVYDN9w6HdMQo5xYTHrm5aUwLy8FRc3jdPlsjm/4DdNPfMju7Bvx6KNIcnoo2FvG+3vLMBpk8sckMGNiIjMnJIXso3t9gVBvgZxHASdJZV3PXUwmWlns2cnc8spg4neHMZqDWYtok7MAiG1/pcdZWTA7i4ycuCH9XoFACyR1uJYdjAC1tT1jZwu0S0QUaXIHIltRFAo/fQPX21uIa+hMJNkca6R05gIOeKdRVtt7ovYOsjnJZU0HGdPVaWKQOD5xHG1jVuIq9+B1+YBALoFlyycxcUpKcIJnNOgC4MDnJezsWA2RGMVN/zSr10TXF5JbX32OE7/9FQlVgYFMq0XHx3nLOGTPCSkvIcbElJx4po1PZN60dNwuD16vn442uiNMRXt0is7JDFUNXBNiAkPpco1KIC5pbIwFh6MN1MDEg06WkDtekhSMoy7Lgc+yRPBc1+sGq+OB0nWHj8Ppxe3x0+YNhDxxe/zBv90efyBWvMeH29t5vM3tx+0NnAsc97Vf50dV1e6/rctv7O236yQJKXi+43sBPQaOy5hNevx+PxJd5XLed7rfS5LOu2eIexn0MlariVanO6whUWSdRLTVhMvlATX0//v8snU/Lp13PLAiT6+X+Ov/FoAKJShUAyajjpUTW5n81iZ0CjTHm5n++BOYLQOLzR2uOld26hD1v34Si1vhZMIsziXMCpyQ6rn89FvBznBdTjz53/4+cYnpg7qPFs+Iz+fn2XWfAnDD6ulMmJJ80bVRWso99MErGF58E50KHoOE+b47SctbzDufn+P9vWXBSX4JWDQ1jRVLxrL7SCW7iqsDE6vtLPV+xLJzJQCUjE9m7r89TnxM/ydCBqoLh8vLpy88xYT2XCDFaXG8br0RpMDEbVpCFPPyUlg8LY3pk1NoanKGXcdxcVGcLW0MJEZtdHXuIml3lri9fU9sdGA160lN6Fzhn2B2YXnxSWLaHZauNdczc/masJQ5XPXt8xd/S/z7ewGozYyh7cb7iY2PRfX5MeplLCY9eFuwlxyhrfQ4lJURVdmE1enrVabLJNOaFoeUk0nMhFwyp8wlKTUzWOaWpkaaakqx11XirK/B01CPr7kRmh3o7K2YHB4sLl9wxWM4UCTw6yR8OglFL+PXyyh6GUWvQ9XrUPV6VIMOVW9AMurBYEA2GjCYTfiRQKdH0uuR9UZkgwFZr0c2GNHpDYF3gwGdwYROb0BnNKEzGNEbTOgNRgxGM3qjGYPeiKw3YDQGkpnX1TXTarfjcTvxtDnxul343C68bS58njb87rb2dzd+jxvF40HxuFG9XvB4Au9eH7S/yz4/kk5GzptM7MxrcBLf7vBzBt8bWtz0R61Bx0pCoC6nJ0aREBcV9vZakiVOlrdQcLgCX7tcGw3cVbIZi0fBZZbJfuSnJKQMbCJwqM/I/vdewbrhTQDKEiz8PeEWlPa1jLFWI3aXF6XLpFNKnIWr52QywVpL43N/JKZ9FXhTooUx//Y9UrMnaV7mkZCtpVyjXs8TP9kGwBXXTyZ/ZkbYZI92XTha2njhD58BcM2NeSy9atKI1wuf18Pnv32M5KJyAOpjjbyecyM1rp6OnQmZMUyfmIzX6wuOz3o6i88PodiHo7j9Xa8LjBucYbZDEBgPWKKM2B1ufD4Fv6KiKIGxqtLls7/bMUIf7/IdFXB5/JyrbKG1rfd2s0MPqQkWMpOjyWp3XmUmW0mMMXD24KfUfvYp1qOlRLV175M0x5uRr1jMtGtvw2Qeet60cNVlRVE4ue8jare8RfLZhuBxl0km5aEHSR+bP+SydjDcz3Vzo4tX/7KPNpcXvV7mpn+aRcoAQuQOtLy7Nv0BPjnDvsyVqJIOBQ8H0XN+jcpJiWbmpCTMZgOny5ooq22lttEVDA0aCp3qYb6yi4XlZ7G0h3N26aMoHruIJjkHtb14sixhMutxdVkwkDU2nvnLxpKWOTQnWCTY5eGQq7XsSCc5ue8ICh0I58klSKQ97KPJiPj9Po588AreLe8HJy0AmhLNSNdeR1PsXA6cauB4aRN+RcVs1JEcZyGb40w89RkZXRIUug0SjoVTyfvCVzm8r5nC/RXBc+MmJ3H5islEnbeVfzTpYvf2s+xpT66ZlBLNl74yM+SqiP7I9Xnc7PrTOpJ2B8J6KBLUXzkXw+zbOFrSRPG5Rqrbk55FEhL0nECXpcAEQ5hNrwp4vP7gJIEgctADswlM6J5GYVxeCjctTKLqlw9js3vx6iRiv/8AWRNmDFx2GG3GueLdtPzvH6iJyuV48iIAspqKyK3bhV8G+7ULmLv6viGFDtHKxj3zq4/x+1WuviGPqXMyLto2Siu5hz9+Df3fXkOngFcvYbj3a0yeexXNrR7e+ewcH+4v7zUMhE6WWBhzimV7tiMRmPSb8ZNfYrb0r6M62DJDYIC981c/IPlEIJzcnql5fOBZ2GOwZzXrCWbSDReShM+vXHDlZ9cypHSEPoqzkJoQFQyJ1DWWeMXpI5Q8/3RwwUHj8vksXPPtsBQ5nPVNURR2/u4nJB8KOMxqp2WRe/Nqzu7fjfv0WUwVdd36Uefj1Um0pEajZqZhnTCJ9Lw5JGWM75FoezD9uKa6Clpqy3HUVdHWUIe3sQG1uQWpxYHB3obF6cHYx26X0YhKIKSKBOg0HBMrEjRkxGKaN4vcZV8M5tjweP3UNrl6OAmr2x0rI83EDCuXH3uBlGoHKqDc82WmLFoxYDnheEYK1v8PSZ8FgvQfz8vhXeNy7M7uuyKnj0/kmrlZTBufwKFtGzG8ujW4SKFmahbzvvmDfi+muBTaqIHIbahx8rdnAg6E1V+fM6CJyQvJjgRd/OX3O2m1u8mflc6tX503KuqF3+/jsz/+F8n7Agvz7DYDfO1fOdVk48CJOqoaLrxAURCw/8lxFjKTA86RjCQrWUmByBWG9nyFfr+PU/s+ovbz7SEdJl69RNOEVHKuX8mYGVeihLFqaPGMlJ86xNm3X0ZX30TGl79KTt78sMjtYDif6zaXl1df2EdzQ2DOY+WqaYybPLA8VoMp78H3X6b+7aMcS7kMgChTK8Zpkzh0poHqfj57RoNMeqKVjEQr6fFGTKUfkvjZ50S3Btwwbp2FoznzaTCMD9YpSYLc6WksvHwc6RlxfPzuMfbtLMHdxRmYMz6B+cvGDtpOR4pd1lqu1rIjnf46T0TYLoFgAOh0emYuX4Pvyls49O5G2PYJ0Q4vcfVtsPEN/CnvceOXbmLCbddgi7Fy5NN3qHv9ryR2iVfsNso4Fk1j+k1fp6lR5u2Xj2FvDqzONVv0LLtuMhPykkd9aKp5S8fg8/o58HkpdTUO3tp0iC+umYnRNHCzojeaWPKNH3F40qvw0puYvCrJH+6l9tw5Vn37B0SvzKOhpa09WXHg1Wgf+cH4hVABv6L2TMA3wsiShNmow2TUBd4NgXezUY+p2986LCY90dEmHK2BFVOK0rEKih6roPyqiqqcv0oqoIPzjwd2+Mh4PD58itJtlVU3mUog6W23e4a4VyQvA+j6xHzp8vEsXZTDzid+SLI9MJni/uJVg3KchJsxU+Zz6pt3o/vze8FjBsWDPcZA4t33MGXqwhEsXd8YzXpcrV4RtmuQTL/iZgplGV54FYNPxfvMXzh+j5/J86/ljmsmsWJBDpt3nuPjg+X4/Cp6XSDu/7y8FDJMtTh+8xckAqsCx373wQE7TgaLLMvM/vYPKXzs+8Q2uplTdJTpd86h0TqN3UdrKD7biKKqF1y1GS6iTHpS21fcdw9pFNVnstW6yrOc+vgtOFBIfJ2LhI7jcyew6LZvDUvZB4osyyz81o/Z9d/fJ6mkieQjZTQceYpQw1+/BC2JFnyZKZjHjSdl8gzGj5uK3hD+XCQ6nZ7E1BwSU0Pvbu3A09aC6m2moa6RNqcTn7st8PK0BXZrdOza8HpQOnZrdNu14QOfD8nnR2rfvSH7FGSfgs6vIPtVdIoaeA9D+yVBv/LAhCK4e0Yv4dd17pxRDDoUvQ70OvStbcTVOpFVSCpvhvKPKX3zYxrGJGKdN5/cZV8gM9lGZnLP1eIdjpVuTpX2cHVa9uWsFgNLpqWxbEY6pW8/TWL7Aqb6JfksGYTjJFws+Pr32F36IInlLUw+WkLW7ZX4x1zJgZN1pCRGsyQ/hcQYMz6Pm51P/4zkvaeAgHPM+YUrWPLFr/dwIgr6T01lYEwmSRCfNLDdvBcD6VkxnCyu1Txp/EDQ6fQs/uaP+fwvvyZx+xFsdi+tf/odS9au5farFlFZ38qBk3UcPFlPXbMrOK7oHnWgZ5jEzvfOc6OBzp3ovey274hwEGKHf8dxvRzYDZ8SZyY9IRB6Kz3RisnQMwSh3+/j+O4PqP3sU6KPlWFp87dnmwvg0Us0T0glZv5CJi28jmibLTjJqoTTe6IBmRNmMOZ7syJ+Utjn8/POK0eCjpOl10wcsONksMy85lZOxH9Ey8tFVMbk43RbiSraz8+/cxu1zW0cOlnPoVN1HCttwmjQBXKpJES1h+CLIiPRSkKsGVSV4u1v4Xx9M7GNgbktj87M0czZ1JsnoygSKAHbO2lqKvOWjiU23hLYEWjSM2/pWPJnZXBoTxkHd5XicfspOd1AyekGxk5MZP6ysSRdIMeiQKAlg955smXLFjZu3AhAc3MzsbGx3HvvvSxZsmRIBQqnXLHzJDTh9jr6fQqVZU1UljYTE2shOT2a+KTwxRIfzR5Yr6eNg5v/ju6Dgm6hJuozbEiSREJ5p9OkzSjTung6M27+OgZjDJ99dLrbbpPxuUksu67nbpNwlrcvBiNbVVW2v3uCI/sCvyMjO5Ybbp+BoUvHbaByK88dpfQPTwYcUgRWHyXddx9jpnSuJFFVlbqWNurtXuyONlRVDWy9hpBxu4NbuDs+08vW7fbjer2EzWahqSmQVM9/npOg1y3Wavdzavskf8d3kCSMJj1t54VlCAc6nURcjAXF78egk7s5Q8yGTkeJ2ahDr5P7/XxGysoKtYvTRZIl4uKsNDWFv8yxsVE0NLTi9vr77Sg638HUUV86HEP2+laOfnoOgFv/ZS4lu1/B9vpHANTmpbP4ez8f9ESJFv+/z7e9z759gWc8XXeM6761hqjouLDI1qq+vfjsLprqncxZlMPSayeO6ro8HLIHK7eoYDP8v03olcDOAN1dXyZv4XXB8y1ODw6PQlK0EaNeptXeSNFj/0lskxtFAvkbX2XyvGuGtcwAlWeLqPvFrzB5VVxmmcwfPUJS+ljsTg+HTtfjcPvDbpdlWSI62kS0SUdSjJnUhL4dJOfT0ljN8U/exrt3PwkV9m5ZzhQJmmaNZfG/PYKqhm8SVYv61mpvpPCnP+gW8rQlxog7IxHD2DEkTppG5uTZAw5JqGWZtZQbSrbf78Pn9eDzuvF62vD7PPg8bnxeD36PO/C314Pi9eBvfyk+L4rXG3xX/T5Unw+jSY9f0iHpjeiMZnQmE3qjGZ3JjMFsQW+0YDRbMJgsmCxWjKYodHpjn21MR3kL9+3m9Ieb0R06RmxTd6eHVyfRNCGF2IVLyF28AkM/E/WqgC3Gokl7nZIcQ0uzk8KCrfDM35CAhrRo5j3660E75sJVL5rqKznz2MNYnT68eonYhx5gbG7nBGBNxTmO/e8vSOwIaWvVE3vPXYyfPvDx8KXURvVH7sfvHOfQ3jLiEix8+b7wLfqIFF0c2lPGjvdOAvDQT1fQ5vaOqnqx66X/I27r5wC0mWRs/3of46YuGrLcDrrmn+r4W9YF+vfhtkMQKHNCQjQtzU4Uvxocc4ZDbl+68Hk9nNr/MXWfbw86TLpyvsOkaxscKXVZa7layu4q1+v1896bxZwsqgFg+txMLlt+4ZCM4S5v6YmDfPL3IlpMgdDLWbpCrl97D3pjIN+JLEskJFhDhrk9uf8T6l7ZFNwV7ZFNnEibSU30lIDTpJ2J+SnMWzqW+MTOMHChyuxu83JwVxmH9pTh7bKDe3xuEvMvG0dC8sjuvIw0uVrLjnQ03Xny3e9+l61bt/Lqq68ydepUIOD0uPPOO7nnnnt46KGHBiNWM7mC8KKqKk0NLkrPNFB6poGKkiZ85yU2NUcZyB4XT/a4BLLHJfTpEIhkDEYz826+C/fKOzj45l8wfbwbS5ufxIpOx12bUca5ZCbTb/oaVls8ZWcb+WjzbuztYQzMFgPLrpsUEbtNzkeSJC5bPgmvV+HY4SoqSpvZ+uoRrl89HZ1+cBM66WPyiP/JE+z94/+QfKQ0sProN79n7xeuYHb7ajtJkkhPtJI/UePGxWYUDWKEIEmB3Cc6OaALi0lPm1GPTw7v/y/KbMBtMYRc2TVYzp6o42j758bqk5jf+hgITDDO/uZ/jLoVppPmLGLfvt0ATL3h5rA5TrTE1L4jTuw8GRr5S27gqE6P9/kXMfhVfM/9nSK/j/z2hMUJMWYmtNsht9vDgd/+nOT2SdaW6xaxYJCOk6GSPjafhq/cAn9+FUubwsnf/pKYR5/AFmXhilmZo2YA5HLaOfbp27Tu3kXCuQZizvPlNKRakefMZMrVX2TZ5MkRYe+ttnim/PCnnPjkTZLHjSdx3HSiohNHulijCp1Oj06nH3JMea37ARnj8knJzkNRFMqO76ds+7uYj5wk2uHD4FdJPl4Nx//B0Y2v0zI5k8TFy5g07+o+QzkaNGyvdbJEY205rhc2EEWgPz7x2/+uyY6mgRKXmE7MPf+C53frMfhUqv7wO5J/9ivi460c2/Mh9uf+QqIrMGFUlxVL/nf+c9C5xATdqW6PBnCpJYvvIC2zc/9f6dlGktNHlx4W3PYt9lmsRL3+AWa3Quvv/sjxu1sHvfDifDoWzcldliRoNW7okG0yBBau+VRt22uf18PJfR9Rv2sH0cdKsbQpPXeYTEwlZl5Ph4lg5Nj16Zmg42TsxESWXDNxRMqRPWkmV98Zy+YXjuDRRVPuy+PD//kFSx74DlZbPHJ77tGulJ44SMmmv5B8pp4EwCsbOZU8ncrYqSiKDO1VfnxuMvMvG9tvp4fJbGDB5eOYMT+LA5+XcHhvOT6vwuljdZw+VhfSCSMQaM2AnSePPPIIW7du5fHHHw86OABWrlzJmjVrWL9+PdOnT2flypWjQq4gPLjbfJSfaww4TE43BCf+u6LXy/j9CqoKbU4vJwprOFEYaAiSUqLJHh9wpqRlxaLTja7JwKFiMkex4LZv4vrCP3HwtT8RteMAKuC+bBbTvvg1oqLj8Lh9fLzlGEUHKoPfG5+bzLLrJkW0c0mSJK68Phe/z8/J4lpKzzTy7utFLL85f9D/Z7PFytL7f8q+t1/A/Mb76P1ge/Njdp46ydxv/eewhXy5lHE011N5+gj20lPIfi8+JJD1gYS2OgM6gxHZGEhSqzMY25PYGtEZTej1JvRGYyCRrdGETm8KvA8hF8bFTNcEeY0vPEO8X8UvQ/J9941Kx4Qt1ozJrMfd5ouYyQejWThPwkXewus4rtPhffavGPwq/v+3iUK/j6nLvtTtut1/+1+ST9cBUJufyeLV941EcYNMXfYldp4+QeKnh0mocbL76f9i6dqfjmiZILCD9fjn22j6rIC4k9VE+VW6DgWb4034Z+Uz7vIbmNyeHFo/yMUJI4UtLpkFq+65pB38FxOyLJOTN5ecvLn4/T7OHi6gquBDootKsLT5MXkUko+UwpG/c/ivG2nNH0va0qsYN23JsC4G8Pt9HP7tL0hqd0Lo7riZpPRxw3b/CzFhxmXsXllM7OYdxDR72PvUzzian4vxze1EtTtO6xZPYeG//LvoP4UJv1+htiawwC1S+i/hJjElGr1BxudVKDvbMOqcJwBzbvwah6KsGDa8idGr4nvmBQqdrcy8+uaRLtqow+f1cHTXB707TAwSzRPSiJm/kMkLrwtL4ndB+Cg6UMG+gkBuuOQ0G9d+KR9ZHrnFtOk5Y1n5zybe+nshiqSnRJ6P5ec/ZcoD95OaOTZ4XV3lGY5ueI6kojKSVfDJBs4kTKU8fjp+VRd0moydlMj8y8aRlDo4O2O2GFh05QRmzM/mwGclHNlfgd+ncLKohlPFNd3CfwkEWjOgnlhpaWkwpNaaNWt6nF+zZg0bN25k3bp1A3JyaCVXMHhUVaW2yk7p6QZKzjRSXd4cMqdAYrKV7PGB3SXZY+OJjjZzeH8ZZ0/WU3qmAUe7k6WuxkFdjYP9n5ViMOrIyIkjZ1wC2ePjiY2/eBpxS5SNRV/5LnzZR0J8NC0ODz5foHP64eZjQX2YLQYuXzGJCXkpI1zi8CDLElffOAWfV+HsyXrOnKjjg7ePcs2NU4Ykd84XvkrppKlUP/00MS0ekovKOfzIQ2R+69/ImTzyOSAuBjxuF5VnCmk4exxX6TmoqsFSZ8fanuCtv10df/urz2skUGQJv05C0UkoehmPxYjfagabFclmQx8TiykuAUtcItHxycQkpBEVkzDqdl+EE5czkDRZxkd8UyDWrX3FEqbkzRvJYvWKwaDj9rvmodfpiI41RcREqCnoPBme3BYXO5PnXcMJWYf7mT9j9Knwwqsc9vuZfe1qAA599DrxnxwCoDHJwtxv/XBUPMML/nktn5V+n+SzDSQfLmXv639i4eq7h70cfr+PU/s/obbgI2xHyzB7uk92OKL1tE2fRPay65g8efawl08g6C86nZ4Jsy5nwqzL8Xk9nNj7IfU7PyX2eDkmr0qUy0/U3lP4955if/SfcU+fSPay68gehnr93jNPkFTSBEDtvIksvfxLfX9hBJh7893sPHOG5OIKkk7WwslaANwGCdZ8iSVX3jLCJby4aKhrRfEHBrRJl6jzRKeTSUmPoaKkidKzjcxe3Hf+p5FixtWrKbZY8f6/jRj8KsoLr7K3zcm1/3TvSBdtWPH7fbgczbS2NOCyN+J2NON2tOB3OnCfO4OluEQ4TCKUU8dq+XDzMQBsMSZuuHUaBmP4IhsMlswx6VxzE7z7xjE8egtnzUuw/NfP8dz/bRg/gU//+BSxe46TooBP0nM2YQoliTPxq3o6EgvlTEhgwbJxJKeFZ8FrlNXIkmsmMnNBNvs/K6HwQAWKX+X4kWpOFFaTOz2NeUvHYovtX8hQgWAwDMh58uyzzwL0mn9k6tSpxMTEUFpaSkFBQb/zlGglVzAwWh1uSs8EdpeUnWkIOclktujJGpvQ7jCJxxptCp7T6WXMFgMTp6QwdlJSILxXvZOS9t0qFaXN+H0KXo+fcyfrOXeyHoCYOHPQAZOZEzeohOOjDb3BiM5gwON28um7J7rtNpmQl8xlyyN7t0kodDqZ5Tfn887LRyg728jJohr0eplrvzg0B0r25DkkPPYLDvz+v0k+WUNsYxsNv3yC+ttv4Oo1dw1KpqIo+LxuXK0tuJ123E47HlcrHqcDn8uJ3+PCGhONZIrGZIsnKjYJW1wyRlPkrmrw+33Ulp2i9kwRrSVn8FdWY6xtwtbsRlbBSuAVCkUCOQypAHQq6PwqBn+HMD/YvUArUN/jekf7yy9Dm1mPJ8qA32pBiY5CjrGhj4nBGBOHOS4Ra0IKtoRUbHHJ6PWhn62OuPKB+PFufF4ffp8bv9eL3+dGaT+v+HyBmPJ+H4rPi9/nRfH5kBQfZosJv2xAZ4zCGBWNMSoakyUac5QNc5RtUKtDO3aeGL0Bx0nthGQW33LPgOUMJ3EJUcFV5JGACNsVfibNuZJT35Rx/fFPGL0q/O119qsK42fOxv+3V9EDLrPM+O8+NGpCQ+h0emZ+50ccfewHxLR4iHr7Y05NyGXeVdonj1YUhZKje6j49F0shWewOn3dJjtcZhnHlDGkLb2KWTMuGxXOJoFgIOgNRqYsWgGLVuBxuzi2cwstn39G3OkaDH4Vm8OLbWcxrp3F7I434ZuRx6Srv0B8/NygDEVRULuEtlEVBVQVFbU9V0FnngII7HZXFYWOGZvAcZXK4/uJ2roLgMbkKBbc9eBwqWFAyLLM3H/9AYcefSiYF6g53kTmt9eSMTZ/hEt38VFX7Qh+TkwZHe3SSJCWFXCelJc04veP3gUwUxav5JQlCucz/w+TR8G8aQtbGmowpWWhKoAsgSS157iUoL3dlKT245Lc/h5YyS/Lgb/bk2C2h/CS0ellrFYzrjYfqioh6XTIsi7wLslIsoys0yPJgeOyToes0yPLMrKsb/9bF/gs65Bkudt4wOf10FxfTUtjLS57E257M57WFrytDnytDhSnE9XpBJcbqc2Nrs2Dvs2H0ePH6FG65TyTgI7p4a412G2QaJ6QTtz8hUxauFw4TEY5dTUOXv3LPhRFxWjSccNtM4jqMq820kzMT6exvo09O85hNydxLnoBhl/+hjog0avil3ScjcvjbNJM/BiDTpOssfHMXzaWtMxYTcpltZm4bPkkZi3MZm/BOY4eqkJRVI4equL4kWryZqYzd3EO0THCiSIIPwOa5SkoKAAgP7/3zlx2djaFhYVs2LCh304OreQK+sbvUyg72xmKq7625ySYJEFqZkz7LpEEklJt/d5KKEkS8UlW4pOszJyfjc/rp7KsuX03SwONdU4AWpraKNxXQeG+CmRZIi0zJuhMGewWv9HAqWO1vLFhf2dukygDl1938ew2CYVer2Pl6mm8vfEQlWXNHD1UhdGk56Y1s4Yk12qLZ/H3/4c9rzyDbdtngZXOf3+bN48fJWrCZDzOVvxtbSjuNpS2NnC7we0BjxfJ7UX2etF5/Oi9fvReBb1XQRfCGaBrf0GgD6ACrvZXPYFYsR6zDq/ZgD/KhBplBqsV2WpFH23DaIvBFBNPVGwiUbGJ2OJTRqTz2lhXTvWpQlpKTuEtL0df3UB0gwuDX8UE9NY1cxtlHIlWlNREjJlZxI2dRNbkGeSMzaGurhmX04XP04bX24bf68HbnsjW73Hj87Y7IbweFK8bxdvhgGhPZuv1ovh9qF4fqs8Lih/Z68XXbEd2ONG3ejC5vJg9PQdxOgWsTh9Wpw/qXEBDj2s6/k9VErSZdCCBrKiBl19FVgfuAJLbX+c3lB11xNP+cnQ559VJ+AwSPr0Ov1GHYtSjGPSoRgOYjGA0IJlMSGYzuvZXeXkqEIXR34YjWs/Mb42+PCeRjgjbpQ0TZl3OqW/pcP7fekxeFenvb3L8tXewelX8Elj+5Z9Jzhg/0sXsRnRsIqnf+jYtTzyJwafS8Mzz1E3JR2dK0OR+FWeKOPXB2xgOHSOm2UNSl3MevUTz5AwSFl3G1PnXjIpcDAJBODCaLEy/8ha48hacjiaObd+Ma88e4s81oFMhttENHx+k4eODbAe0CFIiE5hQHPPNtf1OYD8SmC02xnzne5z60x/QpSYy++v3YzSL8LRa0OE8MVv0WG2jZ6JyuOmY2PR5FeqqHaM6hNmEWZdTen809f/7e6La/Nje2wfsC4vsjrGeAjSFRWJ3FAlUKTCO6YoOsLS/hoLbINEyMZ24+YvIXbg8ohf5RSqqquLz+mlz+WhzeWlzeXG3dX5uc3lxu3y0tXX53H4NBKJ3rLhlWr9zgQwn8y4bS0NdK6eP1VFtm4DN3UBW81FKYidzJmkmPqmzXc3IiWP+srFkZMcNS9miY8xcsTKX2Yty2FtwjmOHA06Uov0VHDtUSf6sDGYvziE2TjwTgvDRb+dJS0sLpaWlAMTFxfV6XVZWFoWFhRQVFY2oXEFo/H6FogMVVJxr4szJuh6J3iGwbTC4E2RMHCazISz31ht0wQTySwBHS1twp0vpmUY8bh+KolJR2kxFaTOff3wGS5SBnPEJTMhNwe32oihhWP7eBVmWsFiMOBxufD4/qhJoBBWlfYWb0vEZlPa/O4+pKCqdxzrOqyoet5+S050TvBPyArlNLFEX/8SIwaDjhtum8+aGg9RU2jm0uwydJGOLN6MoClLHEDnESLkzB5l03t8Boid9iRpLPm3bCzC5/XAM2o6dDFEKY/vrPGTo03vQX9ztr8aOAy7cuGilpselPhl8BhnFoMNvNCAZ9e0rI6VOHUigIrX/Xqnz7/Y/uymi43O3dwlUBdneisHehrHbc23GSwauLj4cRYa2KCP+mCjkuDjMCcnEJGdgjUkkrsu9fEDpGTf11SU4nW78wR0jMoF1T+dNRugDL9kS2unQFVmWsFpNtLa6uz3XHp8XV2szba0tuFvt+Jyt+NucKK42cLeB24vO7UPv8WHwqn1MuITXVnQncFdVCnGsy2d87S9APb8y4ybgemnBFRsPxigM/jZi7/wXouOSEISXjrBdLpeXQ3vKgmE7zq9AF7JBnear84ROJxEVZcLpdGvSRoV6TsIht6PMnc9176ihnqfgoXE0fvFu2j78FEP7CtamGHBNncBYfR5FByoCl/XysEr9nDbV6cKpixTKr1yF8fODAGx+5Gl80b0MsELFLO0HEiC3eYmyBxZQuMnBYZNQZGhNsmEaN460CdOJNxpRgeNFde33u7Dsrv+/PnURqp3tQ9+iLoeWq4UutJCtrY6NOFs9+Acp15h6JcYvXInT2UL1icP4S8qwtoepHAgDdbL4FkxH12ijobFiwPcKxVB13Ls5iSbhpv8gymrk9DEHfsUe8qoebVI/6Ciz0+nBr4R3l4FOlgN1I8yyO+R26Dmgt47dRe0XqV2eZ7X97HnHul2PSsmpwNgsKSW6R+LjS4muSePfePEgBqMOWZaQdVLgXZbad1VISLKErv241HFcJyFLIa7XBa7R62WiLEba2rwoantfXZK6DF06x4ISncc7/m7fGBL8DKk4b/5XKj56H4vTh7Z9/OFFkcCnl/HrdSgGHapBh2owgFGPbDAimUzoTGZ0JjN6kxmDOQqjOQpzVDSx8bEYnB4UReVkcSNdBqYhbE33A311bfrbRvV8hHo+U12v0bLt07K91skyDQ2tuFq93Z0i7U4SpR99j964+gt5ZI2ND2OJw4ckSVz9hTyaG/ZTX9vKycR5nE2chk/q7C+nZcYwf9m4EfsNMXEWrrohjzmLc9iz/Rwniqrx+1UO7y2n+GAl0+ZkkjUmPuxtlCxp36cdtNxemjajUc/s+aMzTGOk0G/nSYeDAyAmJqbX6zocIF2vHwm5QLAxF3Ty2Uen2f9ZSbdjer1M5ph4ciYkkDM+gfjEqEF1KDuSg/c3SXhcQhRxCVFMn5uJoihUV9gpOVVPyekGqitaUNVAOJtjR6o5dqR6wOUZDViiDFx5fS4Tp4Rnt8lAdTxSsvV6Izd9ZRavvrCf+hoH+3eVXPhLAyFuUXjlDSdqiM/hanMNwEAWT/sJbKmpB050fBhNdDhoEjsPGdpfFyFSegy5cy8Pq0ytbEakyY1qd1yrisrHW46HVbagncTF3f+uhXOjWtc2SL3swpcNpRsZ1f4KxVk4dfbsEIQLBJFKMhiTYTg2Yp+Fk2dHsx0SjATJaTb0+sjov2ghVx9tIiXdRk2lPTgRHBFEL+h/MsZIRgHa2l89/KgdJ3ruwheMLgwGHWaLHnOUAbOl+8tiNTIpLxVbnCmsofPCbS/0eiNfuH0Gm57fQ5vLi699v1RqRgwLrxhHzviEITuiw1HmxORoVtwylfnLxrLrkzOcKKrB51M4sKuUA7v6P398sVN6uoGVq6aNdDEiln47T5qbm4OfY2N7j2Fns3VuM25paenTIaKlXICEBOslvaokFNljEji8t4yERCvjc5OZkJvCmPEJ6A3hS04VEzO47XGJiTbyp2cAgQTKp4/XcepYDaeO1WJvbgtb+S6EJAdW00gynatuJJB1cr+OB74PqRmxXLFicre8MOFisDoeVtnx8C//uoSXX9jLuVOjbVJeIBhdmC06rv/KSuLjtdm2rZXNiBS5M+dms29nCU0NzrDKFQgEAoFAMMrousld6rKTG7DFmFlw2fhLvr9129fncWhvGT6vguJX8PtVFEVB8av4298VRcXvV1AUtfOajr+7net5XWd+IoDA7iFVVXvuEmo/3mVzkUAwqpBlCYvVSFSUAXNU4N1iNWKJMhJlNWKJMmCJMmKxGoiKMrafM6DXj1zy93Dai/h4K7ffOY9XX9hHTJyFy6+bzKQpKWGfZw1HmePjrUyYlEJ1ZQsfbz3GsSNVg91AftEhyRKZOfGaziNe7ER+Zu4+aGhoFTtPzmPMpAS+/YOriI2NoqXFhd+vYHeExzGh08nExFiCcodKxphYMsbEcsXKyVjMxrDJ7YpOJxMba8HucKOqamCLcBgagq66CGdC5XDreDhk3/LPs7FFm2mxu/D5OuSet/Webod7brkPcV6nk7FFW7A7+l/e/oeHkbHZzNjtbWFfDWKzBXQR9v+fLGOzWbCHWXawXgxAbn/0PFAdhwy10ptsDXVhswXqXNewT+dFeuoSZqD97y4XnG9eJEnSzF50lFmL5zrS5AJ8/d8WY7N1yPYDvdugwMcL26GOMtuiw1/fgrJH6Lnu8znu5ZROJxNjM9PS23N9gce4r+dc8+daQ3vRVW5IvZ5vF0IJ7HIwoOfz/n/nqS6kJntc0/3AxVaXe63DF/4XBMobo50uevz/emMAg365XRf2gdjPfnSLOsvbhhJmXQTKbKal5cKyB9QP6Khv/dRFfyUHnhEzdkdoG3ehZ7f74e4netNFf0PN9XY4WOYw92mDsjXqL8fEmDvrnNRb30o6L7Jt3xVa9Lc6MZh0XLUyb1SOKTsdL2q3MG2yThrQcz2Q8toGajtHWHavz15/wnVewO4P6P/Xqy3qeUInD3xM2R8G1KYGCjcg2fEJ1gHZOJ/fj93uv6DcSLIXsQkW7vnesqDspqbwLUbTosxGs47lN+Wz/KZ8oq2m3sclgyRQl/sY73CBx6zPcVQfdfmC46je0et1JCRYNbH5kU5/F1P023nSdVdI190i52O3d+4t7M/uEK3kAsFVEYLudGxT9vuVLpPZ4SPccvV6GaNJj04vh31Bik4vYzDqkaSusbLDd5dI0bHWsiVZGuDzKIV66zY5rdPJmMx6nC457CsKZJ2E0aRHdkooaj9mFgYoV+cMf5l1+i76CLNcLco8UB331/EF2uqis871/oycv3qua7ztXq4GIu+5jjS5en1gx2Agr1V/vnFhOwR0t0VhLC9E4HMtSxiMemRZQlH6MUPd43Qf+TiG47nWSm6YK4YkSegNuvaJwvMraMg/e7mm+wFRlzuRZAnD+ToOl+xQ/79eL+6/XLmjzLIUCKQfJjrLG/6F4ZIUGND3T3b/f5MkDUwX/ZUsy136LkPU8fm/t3dd9N+Whjrcrcxh7NOCtv3l89uS0H2rPlZA9IHob2kvVwvZA32u+y1XI9uppWypvb/VH7kXSH8Sko4QSoNvV0PkP5EH0PYN5E4DaVNDF633S2UJSZIi7vmLpOdaS7n69rm+XsclgyRUGxUOLliXh9Bl7FhboGXduNjpd2C57Ozs4OeWlpZer2tqagL67+DQSq5AIBAIBAKBQCAQCAQCgUAgEAgEAsFg6LfzJCYmJujo6HBkhKJjh8jixYt7vWY45AoEAoFAIBAIBAKBQCAQCAQCgUAgEAyGfjtPAFasWAFAUVFRr9ccOXIEgKVLl464XIFAIBAIBAKBQCAQCAQCgUAgEAgEgoEyIOfJHXfcAUBBQUHI86WlpbS0tBATE8OaNWtGXK5AIBAIBAKBQCAQCAQCgUAgEAgEAsFAGZDzJDs7O+i82LJlS4/zzz77LAAPPvhgj3OlpaWsWrWKRx55JKxyBQKBQCAQCAQCgUAgEAgEAoFAIBAIwsmAnCcAjz/+OCtWrODhhx+mtLQ0eLygoICNGzdyzz33hNwdsmHDBgoLC9m4cSOFhYVhkysQCAQCgUAgEAgEAoFAIBAIBAKBQBBO9IP50v/+7/+yceNGHnnkEWw2WzCZ+6uvvsrUqVNDfueGG25g69atZGdn93rNYOQKBAKBQCAQCAQCgUAgEAgEAoFAIBCEk0E5TwDWrFkzoJ0gU6dO5b333gu7XIFAIBAIBAKBQCAQCAQCgUAgEAgEgnAy4LBdAoFAIBAIBAKBQCAQCAQCgUAgEAgEFzPCeSIQCAQCgUAgEAgEAoFAIBAIBAKBQNAF4TwRCAQCgUAgEAgEAoFAIBAIBAKBQCDognCeCAQCgUAgEAgEAoFAIBAIBAKBQCAQdEE4TwQCgUAgEAgEAoFAIBAIBAKBQCAQCLognCcCgUAgEAgEAoFAIBAIBAKBQCAQCARdkFRVVUe6EAKBQCAQCAQCgUAgEAgEAoFAIBAIBKMFsfNEIBAIBAKBQCAQCAQCgUAgEAgEAoGgC8J5IhAIBAKBQCAQCAQCgUAgEAgEAoFA0AXhPBEIBAKBQCAQCAQCgUAgEAgEAoFAIOiCcJ4IBAKBQCAQCAQCgUAgEAgEAoFAIBB0QThPBAKBQCAQCAQCgUAgEAgEAoFAIBAIuiCcJwKBQCAQCAQCgUAgEAgEAoFAIBAIBF0QzhOBQCAQCAQCgUAgEAgEAoFAIBAIBIIuCOeJQCAQCAQCgUAgEAgEAoFAIBAIBAJBF4TzRCAQCAQCgUAgEAgEAoFAIBAIBAKBoAv6kS6AQCCA4uJimpqaALDb7WRnZzNlypSRLdRFhtCxQCAYCMJmCAQCgUAgEAgEsHPnThYvXjzSxRAIBIIRQew8EQTZuXNnj2PFxcXs3LmTnTt3sm3bNoqLi0e0PIPB4XDgcDgueN1w/LbeftMtt9zCXXfdxf3338+OHTs0L8eFyjMYRrueR0rHvZVnMIx2HXfceyRsRjjr8mhC2GVhl4fCaNezqMvhRdjl4UHUZVGXB8to0jGMrrp8KbV9HfeOdD2PJi7WujyaWLduXcjjQs/hRdRlgWB0IpwngiChGsSRnHDesmUL5eXlA/7e8uXLWbhwIVOmTGHKlCnMnz+fX/3qVxf83o4dO3j00UcHU9R+01unAyA7O5v33nuPxx57bNhWNw9WxxCZeh4JHcOlVZdHymYMpS6fz2gadAu7LOzyQIg0PYu6HF4uVrs8mmwyiLos6nL/Gc06htFVly+ltg8iU89dEXa5dy62MUlxcTGrVq2iqKgo5PlI1/No0HFXRF0WC7oGy2jS8cWICNsloLi4mB/96Ee9PkTZ2dm88sor2Gy2sN8XoKmpCbvdHrxXxwSVqqqsWrWq1+2h3/jGN0JOZj355JOsXr0agBUrVvCzn/2sX2W/5557WLt2Le+++y7Lly8f1G/qjQvpGODee++NGB1DZOpZCx133BdEXe5AC5uhZV1evnw5LS0ttLS0BI/dfvvtPPbYY32WaceOHWzYsOGC1w0GYZcDjHRdFnZ56Ii6HGCk63Ik2eXRaJNB1OUORF3uSSTpGEamLou2ryeRpGdhl7vfEy7+McnOnTtZv349BQUFqKqKJEm9XhtJeh5NOu6KqMsBtNYzBBxUr7zySrdjt9xyC5IkERMTw8qVK7njjjs0u//5bNmyhZycHDIzMwf0vdGs44sR4Ty5hOlvg6jVhPP5jcOSJUt48MEHu13T3NzM1q1bQ36/rKyMl19+ucfxjt+xZs2aARuEBx98kFtvvTVsHeiBdDqmTZs25Hud37BppWOITD1roWMQdfl8tLAZWtbl0TToFna5J8Iud+dis8uiLg+ei9UujyabDKIuh0LU5e5Ego5hZOuyaPt6Ekl6Fna5k4t9TLJt2zbWrVtHaWkpEJhAvxCRpOfRoOOuiLrcHbGgqyeRtkDjYkWE7boE2bZtG9dddx133XVX0Ej3RTgmj0Lx1FNPBe/95JNP8txzz4U0CqqqhnwVFhZSVlbW4/qCggJiY2MH5UnNzs5m0aJFbNu2bcDf7cpAdRwOtmzZ0uOYVjqGS1PPoXQMoi6fjxY2Q8u63HXQ/dRTTw2ow/Tggw/y4x//uN/X94awy70TqfYChF0Wdbk7wi73T8ejwSaDqMt9Iepy5OgYRkddFm1fTyJJz8Iud3Kxjkmee+45Fi5cyNq1ayktLQ2WNzs7myVLlvT53UjSs6jLnVysdfl8du7cyd13391n+DnQdhHMqlWruOuuu1i7di0bN27scU2HkyrU6+GHHw4pdzTp+FJAOE8uIYbSIA6F3iacOwzt448/zooVK0Je8+CDD7J7926OHj3a7fXuu+9is9lCesELCgq47777Bl3epUuXsnnz5kF9dyg6jomJGdQ9Aex2e0g9a6VjiEw9a6FjEHU53IxEXR6pQbewy/1D2OWL1y4PFVGXLz67PNIToaIu9w9Rl0e3jmF01WXR9oUfYZcvzro8nHp2OBw8ikucDgAANoBJREFU8cQTTJkyhXXr1tHc3BzU7YoVK/jTn/7Eu+++y/PPP89tt9024DL1F1GXRV3uiljQFVkLNC4VRNiuixyHw8Ef//hH1q9fD3TfdrlixQruuOOO4PawRx55JKSMcEwehXqgd+zYwdSpU3ttiGNiYrjnnntCnsvOzua+++7j8OHDPc6VlpaSn58/6DJnZ2f36ZE+n3DoGODOO+8cZIkJbqs9H6103HHPSNOzFjoGUZfPRwuboWVdDteg+7rrruvX9cIuDxxhlwNcjHZZ1OW+uRTt8nDbZBB1eTCIuhxgNOkYRm9dFm1fTyJJz8Iud3IxjEnKyspYt25dcOK7Q7fZ2dmUlZXx6quv9pjcvf7663uVF0l6FnW5k4uhLofiueee45lnngnmAulav7Ozs8OWoP18tmzZEjL0Vn+dVGvWrOmxe6S0tJTVq1ezdetW7r777m7nRlLHlyLCeXKREs4GUasJ54KCAr785S/3ev6GG27oU/aSJUvYtGlTj+NlZWVkZ2f3v5Ah6KvcXe8Tzk5Hf+7ZG6oaOj6mVjqGyNSzFjoGUZfPRwuboWVdHq5Bt7DLkVeXhV0OjajLkaVjiCy7PJwToaIui7oMka/jjnuN5ros2r6eRJKehV3uJJLHJF3za0CnbvPz8/nmN7/JddddR15eXsjwP73lY4DI0rOoy51Ecl0+n9HqoIKLa4HGpYxwnlxkaNEgajXhXFZW1ufWuAsZguzsbJqbm0PesyMR02C40O/VqtPRn9i4A0UrHUNk6lkLHYOoywO9b1/0ZjO0rMtaD7qFXY7cuizscndEXY5MHffnvn0x3HZ5OCZCRV0WdbkrkapjiJy6LNq+gd+3L4Rd7s7FUpe10vPWrVt54okneiSBX7FiBd/4xjeGNAHb2z37i6jL3RF1uROxoCvAaFigIRDOk4sGLRtErSacW1pahpSQqampKbgVrysdW/FCxRHsD0eOHAlphLTudLz33ntkZWUN6ruFhYXceuutPY5rpWOITD1roWMQdfl8tLAZWtZlrQbdwi53Eql1WdjlAKIudxKJOu4qL5xopWMtJ0JFXe5E1OVOIk3HEHl1WbR9PYkkPQu73Ekkjkk2b95MSUkJEEgyfe+993LfffeFLTl2JOlZ1OVOIrEudxApDiqI7AUagk6E8+QiQcsGUasJ55iYGEpLSwctu6ysLOTWusWLF7NhwwbuuuuuAcu02+1s2rSJlStX9jindadjKEydOjVkrEKtdAyXnp570zGIunw+WtgMLeuyVoNuYZc7idS6PBSEXe4foi4HEHa5Ey0nnEVd7kTU5U4iTccQeXVZtH09iSQ9C7vcSSSOSZ566insdjtPP/00L730Elu3biUnJydsSeAjSc+iLncSiXU50hxUEJkLNAQ9kUe6AILw8NRTT7F7927uvvtubDYbW7duZcuWLSNdrD4nnGNjY4eUrOmdd94Jaeivv/56SkpKeOCBBwYs88c//jGSJLF06dIe57TW8VC8xhB6u59WOobI1LMWOgZRl8NJbzZDy7rcMegeDB2D7lAdtdGqZ2GX+4+wywFEXe7kUtMxDL9d1somw+jVs6jLw8Nw12WtdAyjV88j0Y8TdbkTYZfDx8U0JgGw2Ww89NBD7Nq1i7vvvptnnnmGhQsX8vzzz+NwOAZ1z3Ag6rL2XEx1ucNB1eHouPfee9m9ezdPPfVUWCIOHD16dFCvV155pVe5HU6qwXKhBRqD4UJ1WRACVXBRsmHDBvXaa69VFyxYoD733HOq3W4PnsvNzVVLS0v7JSc3N1ctKioaUlm2bNkS8vjDDz+s5uXlqWVlZQOWWVJSoubm5qrr1q0Lef6aa65R8/Ly1EcffbTbb+8Nu92url27Vs3NzVUXLFjQrzKES8cd12/atKnf1/cXLXWsqpGlZ610rKqiLndFK5uhpY4LCgrU3Nxc9f777x+w7O9+97tqXl5ev+qWsMuRV5eFXQ6NqMuRo+OO6yPJLg+XTVZVUZdFXQ4Q6TpW1dFfl0Xb151I07Owy51cDGOSDnbs2KHeeeedwWenqKhIzcvLE3W5F0Rd7mQk63JLS4v6y1/+Up0/f766fPnyXq8bqI4HUu9D8d3vfjfk8WuvvVZ94oknBi334YcfVletWtXj+HDbi0sd4Ty5yBlqg6jlhHPHw37XXXcN+Lu33HKLmpeX12sjcuTIETU3N1fNy8tT8/Ly1CeeeEItKCjo9rvtdrtaUFCgrlu3LnhdXl6eun79+gGVJVydjtWrVw/ovv1BSx2ramTpWSsdq6qoy13RymZoXZeHa3JDVYVdjqS6LOxy34i6PPp1rKqRaZeH0yarqqjLoi5fHDpW1dFbl0Xb151I1LOwywEupjFJByUlJerDDz8cfIZC6a235yQS9SzqcoCLoS6PdgeVql4cCzQEwnlyyTDYBjEck0cFBQW9nuswunfddVe/HvaioiJ11apVal5eXkjva1c2bNjQrRPd1ys3N1fNzc1V165dO9CfF2SonY7c3Fx1+fLl6vr164fs9e6KljpW1cjRs5Y6VlVRlzvQ0kmlpY6He3JDVYVdjoS6LOxy/xjJutwXoi4HiES7PBI2WVWFXRZ1+eLQsaqOTrss2r5OIlHPwi53crGNSTpoaWlRn3nmGXX+/PnqggUL1CeeeEItLi5W7XZ7r+UWdbn/XGp2OZKc2mIRjOBCSKqqUVYcwajEbrezYcMGnn32WSRJYs2aNdxwww1kZWXx9a9/vUesvry8PABycnJYs2YNK1asGHBCqdWrV/caA7CwsJDVq1cjSRIAK1eu5Prrryc/P5+4uDgASktLOXLkCDt27GDr1q2oqookSbz66qsXTI60ZcsW7r///n6V86GHHuLuu+/u9+/qjYHqGGDTpk0AwURQOTk5vca+Hiha6xgiQ89a6hhEXe4gHDajN7TW8caNG3n00UeD8vuio+lcuXIlTz755JB+l7DLvSPs8sVtl7W0FyDqcgeRapdHyiaDsMt9Iepy5OgYRpddFm1fJ5GqZ2GXA1ysY5Lzy7B+/XrKysqCx4qLi3tcJ+rywLmU7PJw67m0tJRnn32WTZs2IUkSjz/+OLfddlu3a5577rketj8vL49p06bx8ssvD+q+F2LVqlUUFxezZMkSnnrqKaKjo/u8vri4mB//+McUFRWRn5/fZ06V0WAvLgWE8+QSpj8N4lAmj4qLi/nRj35EcXFxyIa2g66d3As98B3V9fHHH+f222/vVznsdjtPP/0027Zt65GoKSYmhsWLF/Ozn/0Mm83WL3kDob+djuLiYpqamoLlzc7O7tcAob9orWOIDD33xc6dO1m8ePGQyiHqsvZOKq11PFKTGx0Iuzx66rKwy0ND67rcX0Rdjmy7PNI2GYRdBlGXQxFpOobRYZdF2xcgkvUs7HKAi31M0rUcDz/8MA6HQ9TlCKzL/eFirMujyUEFF+8CjUsJ4TwRXLBBHCg7d+5k/fr1FBQUBB/4C8ktLCxk7dq13RqN3hhoB7ordrudpqam4ERYb53mUBPpQ5lIu5CO8/LykCSJmJgYVq5cyR133BHWSToYPh1D//UcboZSlx999FHuu+8+MjMzh1SG0VaXw81AdexwOAD6tbqiv3Veax2P9OQGCLvc228QdvnSssvhcGrD6KvL4eZit8ujwSaDsMu9/YbhtMtaO7Vh9OlYC0baLou2ryfCLg+OkbbLkTImCYftXL58Oe+++64msi+EqMt9Ewl2ebQ7tcWCLsGFEM4TQZDeGsT+sm3bNtatWxd8UDuqVn8Ggx1s3LiRrVu3UlBQ0O14dnY2K1as4Bvf+MawPOyhtuiGYyKtNx3n5eWRk5PDK6+8ovnvC5eOh6OjNFhC6bmjDnYMoIBuZX7kkUfYunVrrx2Pb3zjGwP6fcNRl8M1sTgYeqvLy5cvp6WlJdjxALj99tt57LHH+pS3fv16SktLL3hdV4ZDxyM5uQHCLndF2OWLzy5fiHA5tTsQdjny7fJI22QQdrkrI2GXtXZqdxAOHY9mmwwjb5eHqx4Luyzs8oUYql0eTWOSUPU9HLZz69atrFixosfxSLPLfRGpdTnS7HIkOLW1cGjDpbFA42JFOE8EQXprEC/Ec889xzPPPBPs/HVUqezsbLKzs9m5c+egV4LY7fY+H/Rwd4b72qIbjom0vjodP/3pT3vEYxwOLqTj3hjOjtJACaXnjjiTHSxZsoQHH3ywm/OkIzZmKKZOnTqkGJiD1XNfhHticSD0Vpc7tqQCrFixYkCrG9auXcuNN97I8uXLB1WmcOlYq87SYBB2WdjlgRBpdnm4ndrnI+zyhRkNdnk02WQQdhlG1i4Pl1P7fAZTl0ezTYbRZ5e1sMkg7PL5CLvciVZ2ebhtcld6c2prZTsjzS6Pdqf2pWKXR5tTezgd2qCNk2q02eWLDf1IF0AweoiJien3tQ6Hgz/+8Y+sX78e6OxoQKADeMcddwSN4SOPPDLoMl3IYKxbt67P5En9JdQW3VDce++9Q2o8+urUTZs2bdByYfChE4bye7Kzs4e9o9SfhjaUnp966imWL1+OJEk8+eSTvf4vevMnFxYWUlZWNqjYl4PtHFyoo6SqKqtWrRpyR2kwDW1v+ut4dtasWTPgTsSDDz7Irbfe2q/BYKgyh6qH/ekcDLaztGPHDjZs2DDg3zkQhF0WdnmgRJJd7ph87aDDqd2V5uZmtm7dGlJmWVnZoJ3awi73j5Gwy6PZJoOwyyNtl4cqOxRa2uWRsMkQeXZ5KBNpwi73jrDLPRkOuzxcNrkrXZ3aodDCdmopWyu7fMstt/Rwag8Xl5JdvhBbtmwhJydnRJza5+sO4MknnxyUQ/uee+5h7dq1vPvuuwNyaK9Zs4Y1a9YE/x6Mk2q02+WLDeE8EQTpTyNeVlbGunXrgoa56+qMsrKykMmMrr/++rCX9UKdg/7S2xbd3tBiIi1cbNmypYdsrTsHWnbCemOwDW3H1sjHH3+814HMgw8+yJo1a3r8ptLSUlavXs3WrVsHlVxry5YtZGdnD9jxolVHScuGtqCggNjY2EE1xtnZ2SxatIht27b1iDGqZZmHu7M0EIRdFnZ5oESSXR5Jp7awy/1jJOzyaLbJIOwyjKxd1kK2lnZ5JGwyRJ5dHqxNBmGXh6PMwi6Hh3DZ5K7016kt7HInI+XUvpTscqQ5tYfLoQ3hc2qPdrt8sSGcJ4J+NeJdG2XoNMz5+fl885vf5LrrriMvLy/kwxrOSan+dg4uRH+26GpBqIm0DgayYuZ87HY7W7ZsCWnotewcaLUqG8Lf0O7YsYOpU6f2GoInJiaGe+65J+S57Oxs7rvvPg4fPhzyfH/KvHr16gGXWauOkpYNbUFBAffdd98FZfXG0qVL2bx5c4/BoJZlHs7OUn8RdlnY5cESSXZZS6e2sMudRJpdHo02GYRdhtFhl7WSrZVd1mrCMtLsslY2GYRdHo4yC7s8NMJlk7syUKf2ULmY7LJWTm1hlzuJNKe2Vg5tLcs8Wu3yxYpwnlzC9KcR37p1K0888USPRrkjDl9+fv6wlDUcnYNwbNHVaiIN4M477xy07A69hGKkVrz1h1AdJa0a2oKCAr785S/3WpYbbrihz7IuWbKETZs2hTynVZm16ihp2dCWlpYOyS5kZ2dTVFTU47iWZdayszRQhF0WdnmkGU67rKVTW9jl7veNJLs8mmwyCLs82uyyVrJHq13ubVIx0uyylmFnhF3uRNjlTkaDXdbCwTFYp7awy51o5dQWdrmTSHNqa+XQ1rrMo8kuX+wI58klyEAa8c2bN1NSUgIEOmP33nsv991337ANLsKx4i2cW3S1mkjrz/m+GKktulp0lLRqaMvKyvrUxYU60NnZ2TQ3N4c8p1WZteooadnQlpWVkZ2dPWC5XQn1LGhZZi07S/1F2GVhlwfCxWKXtXRqC7vcSaTZ5dFgk0HY5dFql7WSrZVd1mpSMdLsspZhZ4Rd7kTY5U5G0i6He9deOJzawi6Hj96c2sIudxJpTm2tHNqgrVN7NNjlSwXhPLmEGEwj/tRTT2G323n66ad56aWX2Lp1Kzk5Ob12TsNBuJK4abFFV6uJtK7lG230tUVXi46SVg1tS0vLkDrLTU1N3bZaDkeZteooadnQqqoa3PY7GHqrF1qWWcvO0oUQdlnY5cFwsdhlLZ3awi53Eml2eSRtMgi7PNrtspayh0JvdlmrScVIs8tahmkUdrkTYZc7GW67rEUi+nA6tYVd7kQrp7awy51EmlNbK4c2aFfmkbbLlxrCeXKRE45G3Gaz8dBDD/HQQw+xceNGnnnmGdatW8c3vvENbr/99gsmZ+ov4eocaLlFV8uJtPfee29Qybgg4PW/9dZbQ57TcouuFh0lrRramJgYSktLB63jsrKyXnWpVZm16ihp2dB2DGD6k+AtFEeOHAnZcdGyzFp2lkIh7LKwy8IuB9DSqS3scvdzkWSXh9smg7DLXeWMdruslWyt7LJWk4qRZpe1DNMo7HInwi53ZzjsshaJ6LVwagu73IlWTm1hlzuJNKe2Vg5t0K7MI2GXL2WE8+QiRYtGHAJbzdasWUNBQQHr16/nV7/6VfDYYFcMhLtzoOUWXa0m0obK1KlTe91up+UWXS06Slo1tLGxsUPauvvOO+/0+r/XqsxadZS0bGgXL17Mhg0buOuuuwYs0263s2nTJlauXNnjnJZl1rKz1BVhl4Vd7kDY5QBaOrWFXe4k0uzycNlkEHY5Eu2yVrK1sstaTSpGml3WMkyjsMudCLvcO+G2y1o4OLR0agu73L9zF6Ivp7awy93vGUlOba0c2qBdmYfTLguE8+SiQ4tGPBRLlixhyZIllJaW8uyzz3LLLbcgSRI7d+7s4bl+7rnnQm7l06pzMBKhE/pDXxNpwJAMH/TeuGm5jVaLjpJWDe3ixYt59tlnWbNmDZmZmQMqa2lpKZs2beLee+8NeV6rMmvVUdKyob3++uvZtGkTDzzwAL/5zW8GJPfHP/4xkiSxdOnSHue0LLOWnSUQdhmEXT4fYZcDaOnUFna5k0izy1rbZBB2GSLXLmslWyu7rNWkYqTZZS3DNAq73ImwyxdmqHZZSwfHSOfP6o2LzS5r5dQWdrmTSHNqa+XQBu3KPBx2WdCJPNIFEISHrVu3ct1113HXXXdRUFCAqqqoqsqKFSt49dVXefXVVzVp8LKzs3n88cfZvXs33/ve9/jVr37FwoUL+fWvf83Ro0dxOBxs3rw55Hc7Ogcdjde9997L7t27eeqpp4bU6YDOLbq7du3i7rvv5plnnmHhwoU8//zzOByOQcvVaiINAsZrKPSV4GuwLy3praOkVUN7/fXXo6pqv2PMdmXt2rVIktTr/0+rMnd0lAZLbx2lwSQq7EpfDe3ixYvJyspiy5Yt/OQnP+nX8+ZwOLj//vvZunUrMTExISdutC7zhg0bBiW3o7MUymYJu9wdYZc7EXY5QIdTu7y8fMAyO5zaS5YsCXle2OVOIs0ua2WTQdjl84lEu6yV7NFol/uaVIw0u6xlmEZhl7Uvs7DLnWhpk5966il2797N3Xffjc1mY+vWrWzZsmVIMjsQdrmT9957j6NHjw7q9corr/QqV9jlTjqc2oNluJ3a119/PSUlJTzwwAMDltmXQxu0K7OWdlnQE+E8uUjQshHvDzabjXvvvZddu3bxve99j3feeYdbbrmF+fPn9xrrVcvOQVfWrFnDu+++y29+8xu2b9/O/Pnz+clPfkJxcfGAt+hqNZEGsHHjxiHJ7q2jrFXnALTpKGnV0C5evJj8/HwKCgq4++67+zVIKS4uZvXq1RQXF5Ofn9+rV1/LMmvRUdK6oX3qqadQVZWNGzcyf/58fv3rX7Nz585gUjoIDAB37tzJE088wfz589m6dSuSJPUaD1TLMmvVWRJ2uXcuFbvcG8IuB9DSqS3scnciyS5rOYAVdrl3IsUuayVbK7us1aRipNllrcoLwi4PR5mFXe5Ea5uslVNb2OXw0JdTW9jlTiLNqa2VQ1vLMmtplwU9Ec6Ti4ThGlj1h66DrwslYdOqcxCKJUuW8Pzzz7Nt2zYUReGWW24BQjsdnnvuuZAytHJwQMAoXnfddTz33HPdOs39Zd26dUMpWkgutEVXi46SVg0twE9/+lNUVaWgoID58+fzwAMPsG3bNsrKynA4HDgcDoqLi3nppZe4//77WbVqFYWFhQD87Gc/6/WeWpVZq46S1g3t1KlTeeyxx4KDoGeffZa77rqL5cuXM2XKFKZMmcL8+fO56667WL9+fbcVZqFClmhdZq06S1rZ5eLiYnbu3MnOnTvZtm0bxcXFF/yOsMuDY6h2WQsuJruspVNb2OXuRJJd1nIAK/rLF2a022UtZQ+WvuyyVpOKkWaXtezfC7usfZmFXe7OcNnkcDq1hV3uRCuntrDL3cscaU5tLRzaWpZZS7ssCIEquCjZsGGDeu2116oLFixQn3vuOdVutwfP5ebmqqWlpcNWlmuvvXZA1+/YsUO988471by8PPXRRx9Vi4qK1Ly8vLCXuaWlRX3mmWfU+fPnqwsWLFCfeOIJtbi4WLXb7eqqVat6XJ+bm6vm5uaqy5cvV9evXz+o8oSSq6qqunHjRnXjxo3qs88+qz777LPq1q1b+y2zqKhIveWWW9S8vLyQZS4qKhpwObuyZcuWkMdzc3PV1atXD0l2QUFBj2MPP/ywmpeXp5aVlQ1YXklJiZqbm6uuW7eu12veeeed4P8yLy+vz1fHdRs3buzzvlqWueN/e9ddd3V7jnujqKhIXbVqlZqXl9drfVNVVb3mmmuCz1h/5NrtdnXt2rVqbm6uumDBggter6rddX2h1/r16y8oT8syHzlypFudeOKJJ9SCgoJuz7ndblcLCgrUdevWdasn/Sm7qobPLneUc8GCBeojjzwyqGdc2OULMxS73Bej3S6HQksbd/6zd//996tbt25VS0tLVbvdrtrtdrWoqEjdtGmTunbt2qBtzsvL61OPwi6HJlLs8nDYZFUV/eX+MJrsslaytbLLWtlkVY08u6x1/17YZe3LLOxy3wyHTS4pKVEffvjh4P9h06ZNPa4JpWthl7vLDaW3cCDscicFBQVqbm6uetdddw1Ydoc9D1XuDrn333//gOV+97vf7fW56WDDhg39mifqOle0du3aPu+rZZmHyy4LVFVSVY0DaAtGlIKCAtavX8/OnTtZs2YNa9asYdWqVbz77ruDTqo3ULZu3drnNs/e6EjitmnTJiRJ4vHHH+93cs2BsnHjRtavX9/Nq3z+au5NmzYBBOM65uTk9Dv+anFxMT/60Y8oLi7u1yrx/tA1qZ7anhDtfNl5eXn89Kc/1cSjnJeXBwT0sGbNGlasWDHgOrV69eoeW2p37tzJnXfeydKlS3td0dgbq1atori4mFdffbXPxFmFhYWsXbu2XyvJH3/8cW6//fY+r9GyzIWFhaxevTq4umjlypVcf/315OfnExcXBwSelSNHjrBjxw62bt0arA996eF8uffeey//v73ziWri/N74k+/5bYXua9gmB1wWW3BZotHTjeAxduVRi3Yl2MIOpKWuKrSwrIBrglV3moDd1XBal4aka4J7S7Lu/BaeiSHMTObP+7yTl9zPOSyE5OZ6c987M/eZ+87IyAiSyWTze2w0Gnj79m2zjtjMzMz4Xnf2w2i3t7ePjQX39fVhZGQEDx488LXfKtvnfD6PhYUFX3dy2YfObDaLlZWVjq9vJWpdTqfTGBgYwNOnT0PvUyt1uTPVahXv378H8CGPk8lk6AfytdLtddkJdl0uFAqYnp4GgI7rz157nWqz1GV3TKnLumoyIOfLfom7LrNss+oyqyYD5tVltr9Sl/X4LHW5Mzpqcr1ex+bmJtbW1pBIJJDL5XDp0iWcPn0a169fP3Z9LXX5qN0zZ87g999/V2oXkLrs9prR0VGsrq52nLKtVquYm5tDpVLB4OCg69ZrY2NjePfuHXK5HGZmZjrabTQamJubQ6FQQH9/P/766y/P17fGuROzs7O+1jLTZ511uZcR8aRH0Hlh1c7u7i5GRkZCvz/oyUEUCoUC5ufnm9s3RcWPwBGU7e1tLC0tNU+s7SXsJp5EPTlw+/6YYhLrQNtOPp9HsVhEqVQ68vtkMokLFy7gzp07vpvTTJ8ZjUVA/4G2Xq/j/fv3zUa0W2y9agbbZ8bJkhth6zKz+e6XoHU5ihDhVZdZAgfwIc6JRAJ9fX3IZrO4du2aMvGEddHGvDhm12XVojbb516ry14wfdZZkwHe+XLUc2E/mHK+zIxFWNususysyYB5dZntr9Tlj0hdPo69pY2fvFNxvqerJvsRtdthxkKVbVZdZoragNTldl9NFbVVCto6fNZdl3sREU96DJ0XVjZO0wVhCXNyEIZMJoOdnZ3Q7w8icPhlY2MDjx49al6A2TaTyWTzIVRO4gmgfjokLH7FJNaBthP1et3zAOh1Uc72mdFYBLrzQNsp59g+qz5Z8vN5QepyOp3G8+fPI13YqWxe+anLKoQIp7rMEjhs21EnfNzsApyLNqaYpKsuqxS1pS5/gJkXNsy6rLsm25+p8nx5YWEBt2/fxqeffqrMRy+6+XyZGYuwttnNNDeiHotNq8s6/DWlLndCxXlar9flTCaDw8PD5rUzAFy9ehU//vij5+esr6+jVqt1fF0QdNRkL1GbGQuWbVZdZovaUpePchJEbRWCNsD3OY663EuIeNLDsA/ijK2qbFRPiLQTduuEMAKHF41GA7/99ltTeW5drhcuXMC1a9eaJ9b379/H4uLikfd3y1ZjYcQk1oE2CkGa+iyfVTYWbbrlQBsk53T5rGJaJgh+hYio4snCwoLjxQprQoS11RhL4LBtMyZ8mBdtTDEJiKcudxK1OyF1mZ8XDJ+9PkPFBWwQ/NRl+9+2bwCO1M/79++jWCy6Hifu3LlD+U7iOF9mxoJlm91Mc0OFkGRaXdblb7fX5U6oEhl7uS7bTWHgw3VzkP/n1NQUvvrqK2QyGXVOg1+TAWdRmxkLlm1ddZkxhSN1+Sgmitqs6SxdQnwcdfmkI+KJYMRWVW5EnRBxI0gjNKrA4cTBwQGWlpZQLBaP2Ewmkzg4OHBU+VU1b1V+f1HFJNaBNihBmvq6fY4yLeNmT6dYYNuKknNx+NyOk7DGFCL++OOP0BfU9XodY2NjjnunMidEWPsWM58fwpjwYW81xhKTbFTWOB0TEUD31eUw9qJcAOnIi3ai+KwrL4LiVZftbS9sRkdHMTMzc6Spb28548TQ0BBlKz+bMOfLYY+ZzFjEFeewsdAlqumscSrOpeI4v++2uhyH4MpspunYmtAJr7pcqVQwPj6OXC4XeIqkVqvhypUrHZ+NEBZWDwNwFrWZsdAVZ1XNbF0TScw6x2js66jL3Sxq65xUY4naurcm7DX+L24HhPjJZrPIZrOR76xwmy5gMjMzQ7G7tLTUcUuGMALHxYsXPW22NpFbbQ4ODuLbb7/F+fPnkU6nHQtp1BNWVd9fUDHJi6GhIbx69YpyoPWDU1O/E7p97mTDTy632/PjV1C7TqjKOZ0+t9MqrLVz+fLlY0KEXzrV5Rs3boT2uf0krZ1kMhmpyepWl8+cORPKno3bhTnLrgoKhcIx21Hywg+Tk5PUBrnKGseOBcNnP439MPH3suu3xnnByAuWz7ryIihedXl1dRWZTAaJRAIrKyuu08tux7m9vT0cHBzQtooKc75cKBQwMDAQWKhnxiKuOIeNRfv5gS32tPLvv/82ryXaOTg48CX26Dz3LBQKR/ZoD4Puc2XGcf7UqVMol8uh7erKjVai+uxF2DUSFa+6XCqV0N/fH2r7rWQyiS+++ALb29uUaQe/NTlMM9SpLjJjwbIdtpn9+vVrbG5uur5uZWUl1KTMN998g6mpKezs7Pjqm6msc6xYsPx1I5fLIZfLNf+tQtQ+deoUZmdnMTs7G0kg1pUXKn3WkRfCR0Q8EZqEFSL8TBew6OvrU2rPqxFqwxA4isUilpeXjzWR7QPU4OBgpP+XF6q+P4aYZBP0QBv1IklFU1+3z+34yeW47OquGYxY+BXWWEJEJwHEi05CYNQma5gtD/3gJESw7UY5xtTrdRQKBccT06h54YUuMUnVBRAzFu2o8JnV2GcLBoy8YPqsMy+C4lSX7Ts1FxcXXWvgzMwMcrncsf9TrVbDxMQEisViqO0Z/KxZJ5863fluWRbGx8cD3/nOjAXLNisWusUeFTXOTywmJiaUTEQwGmlOqBB83OyGFQxMEwJZa0QVTnW5VCrh9u3boW2eO3cOL1686CieqBI4AF4zlBkLlm1WM9u+BgozKTMzM4MrV64EuulYRZ3T2dhn1WWndeJkN+hURKtdrxt3OtnVmReqfNaZF4KIJ0ILQZpEKqcLoqDqTnI/jVCmwPHixQvs7+8D+FC4Jycncfv2bVrTQOX3F8e0jOppCxtmU5/lczthpmV02I2jZjBiEVRYYwkRzMk+VvOdJUSw7AK8CR/2dEgUnMQk1rQFwIsF02dWY7+bBQM3kZHlc1xrJKwQ8fr1awwNDbluIdjX14dvvvnG8W/JZBK3b9/G27dvgzuM7puKYMaCZZsVi24X1ZyIYyICiHYTEUvwYQoGpgmBOvNClRhRq9UiXZ8nk0lUKpVjv2fe7c1qhrJiwbTNambrnEhSJRjoauyrFDhY64QpMLLyguWzbiGw1xHxRGgS11ZVYVB1J3mQRihT4FhdXW3uffjkyRMUi0UMDAwo38df5fcX57SMG2HyIm4hMI5c1mk3jprBiEVYYY0lRLx69Sr0HZR7e3u4cuVKJL+8cGuysoQI5hZmrAkf5nQIQ0xiThiwYsH0mdXYZwoGLJGR5XNc2/GFFSJKpRK+/vpr179funTJ8/2jo6PNh+O2Y9pUBDMWLNusWMQtqoWZtohzIiLsdAirsc8UDEwTApl5wWosHhwcIJlMetrohNN5IPNub1YzlBULpm1WM5s5hWNaY99EIZBll5kXTJ+7dWvCk4iIJ0JsW1WFQdWd5GEaoWyBo3Xvw3w+j0ePHmFpaQl37tzB1atXO9594wXj+9M9LeNFmLyIWwiMM5d12I2jZqiORdzCGsDZqmpoaMjzJInVZGUJEcwtzHQ8uysMXnnBEpO6dSrCKxYsn018fg8rL7r1mUNuecHcqsorFp1uKEkmk/j3338d/2baVAQzFizbrFjELaqFmbaIcyIi7HZgrMY+UzAwTQhkTlGxGouWZTVzLQxuxz7m3d6sZigrFkzbrGY2cwrHtMa+iUIgyy4zL5hTVDq2JhQ+IOJJDxP3VlVBUHEnuYpGKFPgaMXea7JUKmF9fR0PHz5s/i5Ik535/emalvEiTF7ELQR2Sy6z7OquGYxYqBTWWEJElIsUwPuinNVkZQkRTIGDNeHD3GqMJSaxJgyYsejW7dHieH4PU2SMgpvPrLxgCRGHh4eRcu39+/dH7vxsxbSpCGYsWLZZsTBRVDNtIsL+G8ARAhl2bdsmCYHMKSpWY9G+cSrss1bK5bLjRAX74euMZigrFkzbrGY2cwrHtMa+iUIgyy4zL1g+MwUf4TginvQg3bJVlR9U3EnOmjBQJXB4MTo6itHRUdRqNaytrTW3Idnd3T128rqxsXHsRJf9/ekSk9oJkxdxC4HdnMsq7eqqGYxYMIQ1lhBRLpcjPXjT66HurCYrS4jo1i3MvCZ8mFuNscQk1oQBMxby/J6PsPKC5TMrL1hCRF9fH2q1WuhadHBw4BpL06YimLFg2WbFwkRRzbSJCIDX2GcKBqYJgezt+BiNxZGREWxubuLmzZuB7dbrdWxtbSGbzTr6y7rbm9UMZcWCaZvVzGZO4ZjW2DdRCGTZZecFw2em4CMcR8STHqIbt6pyQtWd5LomDKIKHH5IJpNYXFzE7OwsNjc38fDhQywtLSGXy+HSpUs4ffo0Xrx4ccy2zu+PLSZFzYs4hMBuz2WGXXbOMXxmCmssISKfz9PqcDduVdVpqzGWXdaED3MKoFvFJLcJg26diABO1vN7WHnB8pmVFywhor+/P9IWZC9fvnT9fkybimDGgmWbFQsTRTXTJiIAXmOfKRiYJgQyp6hYjcWLFy9ia2sL9+7dw6+//hrI5tzcHBKJBM6dO3fsb8y7vVnNUFYsmLZZzWzmFI5pjX0ThUCWXWZesHxmCj7CcUQ8OeGYtFWVqjvJ45owCCtwBOHUqVOYnJzE5OQk8vk81tfXsba21vE9OqdDVItJqvJCp5DU7bnMXiOMnGP6zBTWWEJEuVzG+fPnkcvlcOHChdAX306wmqwsIYK5hRlrwqcbBSrAW0xiTRgwYyHP71GDV16wfGblBUuIGBkZwdraGnK5XOCHzddqNWxtbWFyctLx76ZNRTBjwbLNioWJopppExEAV/BhCQamCYHMKSrmtMXp06dRKBTQ39+PmZmZjtcgjUYDc3NzKBaL6O/vd8xX5t3erGYoKxZM26xmNnMKx7TGvolCIMsuMy9YPjMFH+E4Ip6cUEzaqkr1neRxbzUWRuAIgx33QqGA+fl5NBoN3+9hbjVmE1VMYkwYsIUkU3JZ5xpRlXNMn5nCGkOIWFxcBPDhQtayLFQqFaXiSRS8mqwsIYK5hRlrwoc5HcISk1gTBsxYyPN7PsLKC5bPrLxgCRH2nbf379/HxsZGIH+npqaQSCRcP9u0qQhmLFi2WbEwUVQzbSIC4DX2mYKBaUIge4qKJUasrq5iYmIC+Xwe+Xwek5OTGBkZQTKZbP5fGo0G3r5927xWAT5ca7jdkc+825vZDGXEgmmb1cxmTuGY1tg3UQhk2WXmBVMUZQk+wnFEPDlhmLRVFetO8m54kLlNGIEjKNlsFtls1vVhXU7o2GrMJqiYpGtySKWQZFoux7FGouYc2+e4nt/jhZsQcfXqVernspqsLCGCuYUZc8InLJ22GmOJSd04FdEpFvL8no+w8qIbt4nzyguWEDEyMoLBwUGUSiXcunULq6urHY8b1WoVc3NzqFarGBwcdP1+TJuKYMaCZZsVCxNFNdMmIgBeY58pGJgmBDKnqJhixNDQEH788UcsLCwgkUhgbW3N8zrUvobLZrOu179MgYPZDGXEgmmb1cxmTuGY1tg3UQhkTiSx8oLlM1PwEY7zv7gdENRQLBZx/vx53Lx5E6VSCZZlwbIsXLhwAc+ePcOzZ88o+8Xb0wVv3rzBd999h4cPH+Lzzz/HL7/8gn/++QeNRgMvXrxwfK99J7l98JycnMSbN2+wurqqbNugv//+G7du3cKjR4/w+eef4/HjxxQBoxPZbBZv3ryhNt5mZmYCvyfK9xeGXC6HnZ0d/Prrr64HI2ZeODE6OorHjx9je3sb//33Hy5fvgwAjs8Acru4MTGX41ojUXJOl8+tefrnn39ieHgYP/zwA6rVauAGMHNLKRblcjnS+70mRM6fP4+NjY3m3ucqYNldXFzE4uIirl692pzwUQUzL/L5fCTbbtjnFWF+vGDGguVzFOJ6fg8rL6Lg5TMrL5h3kv/000+wLAulUgnDw8O4d+8etre3cXBwgEajgUajgWq1iidPnmB6ehrj4+PY29sDADx48MD1M+1maFg6TUW8e/cusE37zvfR0VHHv7NiwbLNikW72OPnXKVarWJiYiI2UY0VC+basxv7YXFr7LPsArzcYPnMrBduz171S6etZ3K5HFZWVnwf+2dnZ7GysuJqzxY4wmALHG7XhxcvXsT+/j7u3bsX2LafZqjqWDBttzazf/jhB19rpNFoYHp6GsViEX19fa7N7NXVVViWhXw+j+HhYfzyyy/Y3d09ch3RaDSwu7uL5eVlDA8Po1gsdpzCYeUyKxbMtcdaJ8z1x8oLZixYa0RwwBJOBHfv3rVSqZSVSqWsdDptLS0tWYeHh46vTaVSVq1Wo/myublpjY2NWel0uvnjxuHhofXzzz9bw8PDViaTsba2thxfp8Ln169fWzdu3LDS6bS1sLBgVSoVK51OU2PRTqFQ0PZZYQny/UVlbGzM8fc688Lpsx89emQNDw9bZ8+etZaXl61qtWrV63VrfHzc832m53JcayRKzunweX9/35qfn2/WV6fvdn19/djvUqmUax50K6lUypqYmFBuN5/PW/l83lpbW7PW1tasYrHY1XaZMPPCPg/IZDLW+vq6snUQtW6Vy2XHdc2OBcvnSqUSxTXHcwGWXds2Ky9YsWDlxfDwsFUqlUK/v1QqWWfPnnX9+8uXL4+cj3v92K/L5/Oenzk2NmYtLy+H9nl+ft7x/KVUKlmpVMq6efNmYJuXL1+20um05/fPiAXLNjMW5XL5iJ/T09NWsVi0arWaVa/XrXq9blUqFWtra8uamppq+twpvqxcZsWCufbm5+etdDptHRwcBLa7v79vpVIpa2lpSZtdG0ZusHxmrpH5+Xkrk8kEtmtZH66/UqmUNTU15eu1P//8szU2NtasC/bP8PCwdffuXdf+SSt2LKanpwP7e/fuXddrCZsvv/yyeV1Tr9c72qzX69bU1JSVSqU8j0+tqIoF23b7GlleXrZKpdKR85h6vW6VSiVraWnpSO13ujZrZXNz09cxpPU40inPmLnMiAXTX9Y6Ya8/Rl4wfWauEeEoIp6cIOJsODvx8uVL67PPPvPdCLUbqGfPnrU2NjaOnCyo9DlsI7TXCPr9hcGPmKQrL7w+O2hT3/RcjmuNRMk5HT4HFdZYQgQTVpNV+AgzL1hikoq6dffuXUe7rFgwfWY09pmCATMvWLFg5QVLiGilXC5bX3755bGmkdOPH7GA2cC1m5o3b9701aSrVCrW+Pi4lU6nO8bBstTHgmmbGQuTRDXL4sSC6S+rsc8WGC3LLCGQtUbYzVAnDg8Prf39fWtvby+USMAUOHQ3Q6PGgm2b0cy2aV1/nX78xNa0xr6pQiBbYFSdF2yfmWtE+EjCsoh7EwixYT9b4vDw8Nie/el0OtIe1UHJZDLY2dnx/Xr7GRS7u7vNZ1CMj49jZ2dHqc/1eh2bm5tYW1tDIpE48iDz69ev4+nTp8o+y2SCfn8sdOWFE63PrKlWq77fZ3oux7VGouScLp/tGts6xtueG+l0GgAwMDDQVc/M8MJ+GKu9NcbAwABli6FexsS8SKfTeP78eaRnZhSLxWNbujFjwfT5zJkz+P3336O6qMUuE2YsAE5e3L9/H0+ePMGrV69CPaQ5k8lgcnIS33//fcfX5/N5FIvF5nMIbZLJZPOZaH62Mdrd3cWNGzdw7ty5wM9GGB8fR7VaxbNnzxzXwt7eHiYmJppbUmazWVy8eBGDg4P45JNPAHz4f5fLZbx+/RrFYrH5PCA3m06oigXTNjsWe3t7mJqa8rW9pL1lpBfMXGbEgr327FwfHR0N9CycSqWCwcFB1/NDlt1WVOcGy2fmGhkbG8O7d++Qy+UCPWvAfj7BX3/95fl61bTHwu8D0oEPW213eoZIPp9vPj+kE3Y7L5vN+t5iyzQKhQKmp6d9vXZ2djbQ81rtZ2pub28f2yKzr68PIyMjePDgge9jFDuXVceC6S9rnbDXH6A+L9g+M9eI8AERT044cTacbZyaD36wHyy9tbWFRCKBxcVF5Q8zt/HTCO1Vwn5/LHTmRTthm/onIZd1rhFVOafDZy9hTYQIwQkT8yKdTuOnn35Svi8uMxYsn1mNfVNFNUC9z8y8YAoRnajX66EFAmYDt/WCu1Ojzr5s9NPA9SJKLJi2dcTCBFENUB8Ltr+sxr4ugREwQwhkrREdzVDVsAUOaYYeRXUz2+0z3r9/j3q9jmQyGcqWaY19U4VAnQKjirwA+D7rWCO9jIgnPUKcDeeo6Lz7PeyEgaCfOKYiojb1T0Ium7hGdPjcLRNagsBApiI+wmrsmyiqmegzoOdOctWYNhVhMrpj0a2iGmDORIQNq7Efh8AIdK8QyFojJk5bsAUOaYY6o6qZzcK0xr6pQqCJAqMun7t9jZiIiCc9hulbVem6+10aoWZh4uSQ6bls4hph+txtE1qCoBKZihBOEjrvJFeJSVMRJwETYmHatms6/GU19k0UGNk+M9aIic1QXQKHNEPNwrRcNlUINFFgNNFnQcSTnsbEhrMN+05yaYSaiUxFHIeVyyauERN9FoRuwMQJAxN9FvQR153kUTFpKuKk0a2xMG3bNV3+ssQvE0S1dnT5rGqNmNxYFIFDaMW0XDZdCDRx/Znoc68i4olgZMPZxsS73wU+JuaFiT4LgiAIgqmYeCe5jYkNXIGHabkch78s8atbRTUvTPJZGovCScG0XDbNX0FgI+KJ0MTE5q3cSS44YWJemOizIAiCIJjOSRAiTGqGCjxMy2XT/BUEQRAEoTcR8URoIs1bQRAEQRAEoZcRIUI4KZiWy6b5KwiCIAhCbyDiiSAIgiAIgiAIgiAIgiAIgiAIQgv/i9sBQRAEQRAEQRAEQRAEQRAEQRCEbkLEE0EQBEEQBEEQBEEQBEEQBEEQhBZEPBEEQRAEQRAEQRAEQRAEQRAEQWhBxBNBEARBEARBEARBEARBEARBEIQWRDwRBEEQBEEQBEEQBEEQBEEQBEFoQcQTQRAEQRAEQRAEQRAEQRAEQRCEFkQ8EQRBEARBEARBEARBEARBEARBaEHEE0EQBEEQBEEQBEEQBEEQBEEQhBb+H3UaXRKE34GOAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(20,5))\n", + "for dictionary, label in zip(dicts, labels):\n", + " ax.plot(dictionary.keys(), dictionary.values(), label=label)\n", + "\n", + "dna_seqs = list(lifetime_dict.keys())\n", + "ax.set_xticklabels(labels = dna_seqs, rotation=90)\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "546d66e0-59c3-4020-bb20-856f0228b368", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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QlUGNWBrS7LYCoEorQSxm2MQkFvHkdrvxrW89iXXr1uO73/02brrpFtxyy2fnCDXGjh1/jdOnT/Ku987OLjz00FcXtAWU+rwnnngS+/btxaFDB3mG6/r1G3DvvV/OiaJio1MZbOjA5s3XFvwdZtPV1Y2bbroFO3f+Fdav34DOzi4MDQ1i7dr1eYX4jh1/jZ07/wr9/adw8OCv8Fd/9Rg2bLgSP/7xS0VtCxsy8JvfHEQwGMwZsfrQQ1/F88//AIB0gREOh/G1rz3MhfDhw2/gu9/9Nv8elSNe+/tP4fHHH8NDD32VV6G/8Y1vYvPma7Fv316cOnUShw+/gbVr1+N73/tb7Nu3F52dXbjrrrs1jfciiKUKjXFViXz5kK+/eQ7/89/OwWIy4Pn//BkIgqDb9hCls5gyPpcq9fQdspGfO3b8dUm+1XKfVy/U03e4GEhnMnjnxBhiiRTW9njR1eqs+DXpO6x/anWMK1VaNYR5WhOpDMLRJFwNlipvEUEQBEFkeeXAafzrB8MAAKvZiCceuDYn/YYgagnytGqI12XltwPhRBW3hCAIgiByeatvhAtWAIgn0/iHw59UcYsIYn5ItGqIR1FZDURItBIEkaXcDNdKsl8JQsnBYz4AQIvHhms2tAEA3jk5huHJSDU3iyAKQqJVQ9xOpWilBAGCICSUzUX79u0tOt6p3OcRxGzG/VGcG5YugG79dDe+cMsaft+J89PV2iyCmBfytGqI026GQRCQEUUEI8lqbw5BEDXAPffclROz1N9/Clu3/inWrl2PH/3oJ6o/jyDycezUGL+9aX0bvE4rljU3YHhyBqcuTuOWT9OYWqL2INGqIQZBgNthhj+coEorQRAAgJ/9bJ+uzyOIfHzwyQQA4JIuN88UX7+8EcOTMzh90Y+MKMJAiTdEjUH2AI3xOKRmLPK0EgRBELVARhRxYVSaELZ+eSP/+brlXgBAOJrE0Dj5Wonag0SrxnhkXyulBxAEQRC1wOjUDOLJNABgRXs2H3Ndj5ffPjucf5QtQVQTEq0a43ZIojVIlVaCIAiiBrgwmk2gWN6RFa0epxWuBjMAYGiCKq1E7UGiVWM8smglewBBEARRC1yUrQF2qwmtswYJdLU4AACDJFqJGoREq8awSms4mkQqTePsCIIgiOpyYUSqtK5od84ZL94pi1aqtBK1CIlWjWGVVgAIzVDsFUEQBFFdBsalSuvy9rnz3lmldToUx0yMzllEbUGiVWOUopVirwiCIIhqMhNL8gJKR3PDnPtZpRUAhiZndNsugigGEq0a43Fa+W1KECAIgiCqyeh0lN/uaJwrWrtanfw2WQSIWoNEq8bkVlpJtBIEQRDVY3QqWz1tb5orWp12M5x2KUFgZIoqrURtQaJVY2wWIywm6WMm0UoQBEFUEyZELWYDvE5L3se0NdoBAOOKqixB1AIkWjVGEIRsVivZAwiCIIgqMiYL0fbGhjnJAYw2ryRax/wkWonagkSrDvCpWNSIRRAEQVSR0Wmp0touV1Pz0aoQraIo6rJdBFEMJFp1wN1AAwYIgiCI6iKKIkam5EprHj8rg9kD4ok0RTUSNQWJVh1gCQI0ypUgCIKoFpFYCtF4CkDWApCPNkUVliwCRC1BolUHaJQrQSxeBgcHsG/fXnztaw9Xe1OIKnH69Cm8+uqP8ZWv3FfTfwcTgawAbZlPtCruo2YsopYwVXsDlgJMtMYSacQTaVgtxipvEUEQlXL69Ck8//yzOHbsnWpvClFFTp8+hTfe+BV++tO/BwBs2nRNlbeoMBP+GL/d6rEVfJzbYYHVbEQ8maZKK1FTUKVVB3KyWmeo2koQi4F169bj+99/Djt2/HW1N6XuCYVCCIVC1d6Msli3bj0efvgR3HTTLdXelAWZCEii1SAIaHRbCz5OEAS0eCVRO06ilaghSLTqgFuRhUexVwSxuOjs7Kr2JtQ9O3c+hqGhwWpvRkW43e5qb8KCMHtAk9sKo2H+03+zWxKtU8HYvI8jCD0h0aoDykqrP0yxVwRBEIznniOLhV6wSmvLPNYARhMXrXTOImoHEq06wCKvACAUpfgQgiAIADh06CD3ghLaw0RrcxGitVm2D0yFYshQVitRI1Ajlg5YzEZuag+Tp5WoIaKpKEYi49XeDNUwGQVMZOwIBaNIpaUTbYejFXZT4U5pvXj11R/j6NG3EQwGEQ6H0NnZhZtvvhV33XU3f8zp06ewfftDCIclf2dnZxd27PhrbN58LV599cd45ZWXc+67994v8+eHQiHs3PkYjh17B52dXfjhD38Cl8vFXzsUCvHGsaGhQaxdux633PJZ3Hvvl+ds69Gjb2Pfvr3YvPla3HXX3fjud7+N11//BTZtugbf//5zC/6uoVAITz75BP93f/8pAFKT0je+8U0AkmB98slv88ds3/4QAEAQgGPHjpW8LYcOHcS+fXvhdLoQDocQDAZx111353y+bNt+85tf49Chg/zz37dvL1599cf8c3nsscexbt36gr/fc889i8OH34DTKX2+s9+jFhFFkdsDWj0L7w+s0ppKiwjNJHNWDAmiWpBo1Qmn3Yx4koKaidohmopi55G/QTS1uBst7CY7vrXlr6omXE+fPoWdOx/D2rXruchiou6pp76DQ4cO4lvfehIulwvr1q3Ht771N/j61/8jAOChh76KzZuvBQDce++XsWnTtbj//vsAgItZhsvlwre+9SQ+97mb+esxjh59G88//wM89NBX8Y1vfBODgwN46qnv4Pnnf4A33vg1fvSjnwCQhPW+fXu5v3Tz5mvxta89jFOnTgIAjh17B4ODA+jq6p73d77//vtw1113c0EcCoVw//33IRgM8sfcfPOt2LTpWnzuczcDAJ555nmsW7ceJpO0APjKKy/jF7/4eVHb8rWvPYxjx97BL395iP/ezz33LJ566jsIh0N8O9jnwET05s3X4vHHJT/tpk3X4Nixd9Dffwr3339fzmsxQqEQtm9/CG63O+ei4PHHH8Phw2/M+5lUm9BMEolkBkCxldbsY6aCMRKtRE1A9gCdcDWYAZA9gCCWGtu3P4RgMIgnnniS/8zlcuGJJ57kQmnnzsf4fZs3X8ubu06ePJHzWuvWref3MeGl5NSpE1i7dn1OlXBwcABf//p/xGOPPc5FbldXN771rSf56zz33LMAJGH8wx/+hD/31Vd/jHvv/TL27z+Ehx76Ku688/MLClYmepXd9C6Xq+SUhS996S+K2pajR9/GsWPvwOl05YhMVv185ZWX+c82b74WP/rRT3iF9JVXXsZdd92NH/3oJ/jGN76JH/4we9/rr++ds03btz+EoaFBfP/7z+W81xNPPMmfV6tMKhqqivK0urLpApMBasYiagOqtOqEUxatZA8gagVWgVxs9gCXu3bsAc899yzC4RC++MU/z3v/Qw89gvvvvw/Hjr3Dl6sBSXA9//wP8Prrv8DDDz+S8xx23759e+cs7e/bt3fOUvXzz/8ATqdrznK3y+XC2rXr0d9/Kud9XC4XX2LftOmanEpvMQwODgAADh9+I+c5mzdfi6NH3y7qNZTbWOy2zE5xcLs9AIBwWIrTUorMzs4u9Pefwp13fn5OtXr9+g28iqtk37696O8/hYce+mrebd206ZqarrZOh7INVY3uhUWr12WFAEAEJQgQtQOJVp1w2aWlFbIHELWE3WTHKs/yam+GaphMBjQ2OjBtiCCVylR7c7iI2bBhY977WeV0aGgQb7zxay5a77xTEqbhcAhHj76dI6yYmBoaGsTp06e4GA2FQjh27J2ciq5yG+65564578+W3vMJO2n7NpT8O7NK7PPP/wCBQCBHdM8W4KVQaFs2b74We/b8zzkVYGWEVjAYmPO7FYKJ39kRXK+++mMAwNq1+b2utR55pRSejc7CGa0Mk9EAr8uK6VAck5QgQNQIJFp1guwBBLH0KCZ7lIlW5XK/y+XCTTfdgsOH3+BNSIAkTFkT0rFj72Dfvp/zxqbf/ObXc6YxnT6dbYAqpoFKDVhjU3//Kfz0p3+Pw4ffmOO/VRulYD106CDeeOPXqufnsu+yXnN5WaXV3WCG2VScM7DJLYlWqrQStQJ5WnWCi9aZJESKDyGIRY9yeVnZgDQbJoJmP4Yt8x8+/AafFvX663tx00234KGHpIrlb35zkD/+1Vd/jC99aVvOawSDAQDFiWc1+dGPfsI9rUNDg/j61/8jHn/8MU2nXu3btxf33HMX9w/P/iwqYbZVoB6ZkkVro2thawCDVWQpX5yoFUi06oRLzmpNpTOIJ9NV3hqCILRGWf2bT/SwBp7ZFbzNm6/l9/3mN78GIDUOfelL27itIBwO4dChg7yiOtu3ynyd1Zg29cQTT+Jb3/ob/nsdPvwGTz5Qm6997WE89dR38L3v/a0m8VPhcJjfrtfJXaxa2jTP+NbZeLhopV4MojYg0aoTTruZ3yZfK0EsDZhgm2/iExNB69fP9WzeeefnAUhVxEOHDmL9+g1cmDJxtm/fXuzb9/O8Yk0phA8dOjjnfkYoFMK+fXO75cuBCWhAirX62c/28Ua0oaFB1d6HwSZqFZNsUC7Ki4F8qQ31wDSvtBYvWr3yCPJAJE4rhERNQKJVJ5g9AADC5GsliCUBE5L9/acKVluZCMrXEa98/pNPfjvnMXfeKd137Ng7eP31X/B/K3G5XFy4Pvnktwsuz+/c+dgcP2y57Nv38zm/68MPP8LtAoU+B2ZlKBXWaKaVYGWwz1EZoVUvZESRi9amIpIDGB6HJHBTaRGRWEqTbSOIUiDRqhO5lVZaaiGIpcC9936Zix3Wfa7k9OlTGBoaxBe/+Od5RVdXVzcXk263e048E7vvpptuKdgdzyKawmEp4F9ZCT19+hS+8pX7sHbtelVFX75qKtt2ZZKCcpuVFUyfz1f0ezEv8Btv/Drn56+88hK/rVzeL/b1ZqP8HB9//LGc+6QpW1IluxbtA6FIAumMVCltKqPSCgAB8rUSNQCJVp1gnlaA7AEEsZhQipR8lczvfe9v0dnZhddf/0WOcB0cHMDOnY/hzjs/P28UFKu25ssHZffN5+O8+eZbc5qi7r//Ptx44ybceOMm3H//fVi/fsOc92ejYk+fPlnwdefjpz/9+zmZrIcOHcTatet5rBeDCe9XXnkZr776Y3z1qw/liNaFtuWP/kh6vf7+U7jnnrvw+OOP4Z577soRxzt3PobHH38sJy5M+X8l7GezxevNN9/K7RqHD7+Be+65C8899yyee+5Z3H//fTlRWbfffnPJmbRaMqXMaC1BtHoU0Vj+CBVbiOpDkVc60WAzwSAIyIgiiVaCWAQMDg7g1Vd/jNdf/wX/2fbtD+GWWz6bs4zf1dWNn/1sH1599cc4evRt7Nu3F06nC263u6goKGnc6TVzxJ7yvoVe44knnuS+WDYGdf36Dbj33i/nPJeNcWWw323z5mvzvn8+urq6cdNNt2Dnzr/C+vUbeKTX2rXr84rzHTv+Gjt3/hX6+0/hjTd+jf/0n7Zjy5YtePbZv8UvfvHzBbclG/l1EMFgMGfE6kMPfRXPP/8DAJKwD4fD+NrXHuZC+PDhN/Dd72ZtF8oRr/39p/D444/hoYe+yqvQ3/jGN7F587XYt28vTp06icOH38Datevxve/9Lfbt24vOzi7cddfdmsZ7lYO/bNFKlVaithDEReyuHh/XLl5lNjzUfLpwqPnXnv03BGeS+Nx1y/FnN12q27YRxVHMd0jUNvQd1j/0HarPod8P4pUDpwEAz//nz8BqNhb1vIwo4j88dRjpjIg/u+kSfO66FUU9j77D+kfv77C1tbjhH2QP0BFmEQhTpZUgCILQCVYltVuNRQtWADAIAtwO6bxFsVdELUCiVUdYMxbZAwiCIAi9CMh+VJYGUAoeRzb2iiCqDYlWHWGxVxR5RRAEQehFIMxEq2WBR87FKzdjBajSStQAZTdi7d+/H3v27AEABAIBeDwePPjgg9iyZUtFG/TCCy/gyJEjCAQC3FS/detWbN26taLXrQWcsj2AIq8IgiAIvWBVUmVjVbGw51B6AFELlCVaH3nkERw4cAB79+5Fb28vAEnEbtu2DQ888AB27NhR8mv6fD7cfffduP766/HMM8/A7XYDAI4cOYJt27Zh//79eOmllxZ4ldrGZadKK0EQBKEv/nD59gC+QkjFFqIGKNkesGvXLhw4cAC7d+/mghUAbr/9dmzduhUvvvgi9u/fX/KGbNu2DQDw7LPPcsEKAFu2bMGjjz6KI0eO8MpuveKUd/5ILIVUmjoqCYIgCG3JiCKCcpXUW0al1WWXnhOJpZDO0HmLqC4liVafz8eFY77levazp59+uqSN8Pl88Pl86OnpyXs/E8dvvvlmSa9bayhHudJIPIIgCEJrItEkn4blLsPTmjuCnM5bRHUpSbS+8MILAFDQt9rb2wu32w2fz4cjR44U/bps+klfX1/eEXrsZ16vt5TNrTlyp2LRUgtBEAShLQGFF9XrLMceQOctonYoSbQyIbpx48aCj2HV0tdee63o173sssv47ccff3zO/fNVd+sJ5mkFKPaKIAiC0B5l1385jVjKSiudt4hqU3QjVjAY5BXR+Sqe3d3d6Ovrw4kTJ4reCLfbjUcffRRPP/00Dhw4gG3btvFmLJYm8Mwzz+R4aIvBYBBgMAglPadcjEZDzv/z4VWMz4vGUzCZKHGslijmOyRqG/oO6x/6DtVF2fjb7LGVfN4p57xF32H9U6vfYdGilQlWADmNUrNhglb5+GJ48MEH4ff78eKLL+LIkSO45ZZbcNlll8HlcuHgwYMF/a7z0dTkgCDoI1oZbre94H1Ol43fTkFAY6NDj00iSmS+75CoD+g7rH/oO1SHhNw7ZTAI6F7mLbmQU8l5i77D+qfWvsOiRWsgEOC3PR5Pwce5XNn5sSxntVh27NgBr9eLp59+GsFgEEeOHMFtt91WlmAFgKmpiK6VVrfbjmAwivQ8yQA2ixGxRBpjE2FMT0d02TaiOIr9Donahb7D+oe+Q3UZnQwDANwNZgQCM2W9BjtvjRZ53qLvsP7R+zss9mKo7OECWuH3+9Hb2wufz4dgMIgDBw7g1ltvxUsvvVSyeM1kRGTkrkm9SKczSKUKf8FOuxmxRBqBcGLexxHVY6HvkKh96Dusf+g7VIdASBos4GqwlP15uhrYeSte0mvQd1j/1Np3WLRZQVldVVZdZxMKhfjtUqqsAHD33XfjxIkT2Lt3L44ePYrbbrsNQHbwQKmWg1qEmdpDUerCJAiCILQlKDdPuRUNVaXilLNaaTAOUW2KFq3KKme+WCqG3+8HULpg3bZtG/r6+vDMM8/wnz377LPYvXs3f89du3aV9Jq1iMOeHTBAEARBEFoSlGOqXGVktDJ4sYXSA4gqU7RodbvdXLgyYZoPVmm9/vrri96II0eO4MiRIzznVcnWrVu5cD1y5EjdV1udNlm00hUrQRAEoTEsW9XdoIZopRVCorqUlGXAluvni7M6fvw4AOCGG24o+nWZEO3u7s57vzKftd5FK6u00jILQRAEoSWiKCIYkc41rgrsAWzAAFVaiWpTkmj9whe+AAAFp12x5im3213SIABWwR0YGFjwMcpBBPWIwyb1vpE9gCAIgtCSWCKNlNz5XVGlVVFsEUV9m5sJQklJorWnp4eL0f3798+5n415ffTRR+fcx5qp8vlSt2zZArfbjb6+PvT19c25nw02yGcfqDec8s4fjaeQztRORx5BEASxuAgqlvMr8bQ65SptOiMiGqeCC1E9Sh51sHv3btx2223YuXNnzlL9kSNHsGfPHjzwwAN5q6yvvfYa+vr6sGfPnrzC9OWXXwYAbN++Pef+YDCI7du3w+1288fUMw7FKFeqthIEQRBaEYpkl/Mr87Rmn0sWAaKalJXT+uyzz2LPnj3YtWsXXC4Xb77au3dvwVGrd9xxBw4cOICenp68j+nt7cXRo0fxd3/3d9i5cyeCwSC3BGzZsgUvvfRSOZtacziVojWarOhAQhAEQRCFUFZaK4m8UvphQzNJtDdVtFkEUTZlDxfYunVrSb7V3t5eHDx4cN7HuN1u7Nixo9xNqgscNqVopUorQRAEoQ059gC1Kq2UMU5UkZLtAURlOO3Z64RwjJZZCIIgCG0IRSSBaTUbYbUYy34dlz230koQ1YJEq844ZtkDCIIgCEIL2DSsSuKuAMBmMcJkFABQVitRXUi06ozdaoIg7fskWgmCIAjNYHnglYpWQRAoq5WoCUi06oxBELivlewBBEEQhFawqqjTXnnDr4sG4xA1AInWKsAHDFAjFkEQBKERYZXsAUA2q5UqrUQ1IdFaBZx0xUoQBEFoTEg+xyijFsslaw8gTytRPUi0VgHWjBUhewBBEAShAaIo8qqoGpVWZg+gSitRTUi0VgHmaSV7AEEQBKEFsUQaqbQ0KrySjFYGE760QkhUExKtVcAhZ7XSzk8QBEFoQUhxfnGpaA+IJ9NIJNMVvx5BlAOJ1irgtJE9gCAIgtCOsGIZ36lGIxYNGCBqABKtVYB5WpXLNwRBEAShFiGVRrgylKKVVgmJakGitQo4FKNcIzHytRIEQRDqohSWaqQHKKu1lDFOVAsSrVWArlgJgiAILWFL+AZBQIPNtMCjF8ZJI8iJGoBEaxVg6QEA7fwEQRCE+oSi8jSsBjMMbHZ4BVCxhagFSLRWAbpiJQiCILSEZ7SqYA0AAJPRAKvFCCC3yYsg9KTyNQOiZJSVVvIGEcT8JJJpvPzLU7g4FkZHUwO+eOsaNLlt1d4sgqhp1BzhynDazIgn0lRpJaoGVVqrgN1q5Ms1NGCAIObnfxw+g9+dGMXQRATv9Y/j//nJe5gOxau9WQRR03B7gEqVVuVrUbGFqBYkWquAIAg8QYCyWgmiMGeHgjj47kDOzyaDMez77bkqbRFB1AfZSmvlcVcMJw3GIaoMidYqkR3lSjs/QRTid30jAACr2YjvffVG3HBZBwDgyPFhBMJUbSWIQjBPq6qVVlkA03mLqBYkWqsEX2ahnZ8g8iKKIt7/ZAIAcNnqJngcFtx+3QoAQCot4vD7Q9XcPIKoWVLpDGbikvVMbU8rQOctonqQaK0SDhuzB5CnlSDyMTgewUQgBgC46tIWAEBXiwPrl3sBAMfPTlZr0wiiplFWQtUY4cpwkD2AqDIkWqsEVVoJYn4+lEWpIABXXNLMf967qgkAcG44hGicLvoIYjYhxXlFXU+rdN6KxmkEOVEdSLRWCYe881MjFkHk58xgAADQ0+bMOfFuWCGJ1owo4vRFfzU2jSBqmpAiR1WtnFZgVsY4rRISVYBEa5VwUKWVIObl3HAQALC605Pz8xUdTtitUsj5iQtTum8XQdQ6oZkEv61FpRWgcxdRHUi0Vgmn7GlNJDNIptJV3hqCqC2mgjH4w9KJd/Uyd859RoMBa7u9AKRILIIgclEKSnXTA2iaI1FdSLRWCQctsxBEQViVFQBWdbrn3L+iwwUAGBgLI5MRddsugqgHmD3AZjHCbFLvNO9UTHMM0ShXogqQaK0SDlpmIYiCnJVFq81ixLKmhjn3L2+XRGsilcHI1Iyu20YQtU5Yg4xWYHaxhc5bhP6QaK0SyitWWmYhiFx8o2EAkjg1GIQ59y9vc/LbF0dDum0XQdQDbISrmn5WQLqINMr7IxVbiGpAorVKsLw7AAhHyR5AEEp845Jo7Wl15r2/2WNDg1Xahy6OhXXbLoKoB0J8hKu6lVZBECiukagqJFqrhMNGyywEkY/QTAIBuQmru82R9zGCIGB5uyRoqdJKELlw0aqyPQCgjHGiupBorRLKZRayBxBEloHxCL/d3Za/0qq8T/l4giCAsEb2AECRMU7nLaIKkGitEoIgZLNaqdJKEJwBxXJ/V0v+SqvyvmAkQVUfgpARRZFXWtUc4cpg1dsQ7XNEFSDRWkWcdMVKEHNgftY2rx02i6ng45Y1ZwXt8CRVWwkCAGKJNNJyDJwW9gCqtBLVhERrFXHIAwYi1IhFEJyhCUmAdrUWrrICQKeiCsueQxBLHeU0LC0qreRpJaoJidYqwiutZA8gCADS0ubwpJS7qqyk5sNpN8PtkDx7QxOU1UoQQO6yvRae1uwKYQqiSIM9CH0h0VpFWIIAXbEShERwJoloXFp56MgzVGA2nc3SY4bIHkAQAHInVWljD5BWCDOiyPdVgtALEq1VhO38NMaVICRGFOKzo7kI0SpbBMgeQBASSnuA2jmtQO6ULWrGIvSGRGsVIW8QQeSiHMlaTKWVWQimQ3HEE2nNtosg6gV2PjEaBNithRsZy8VJI8iJKkKitYowe0AylUEiSSdcgmCi1dVgLmpuenuTnd8enSZfK0HwuCu7GYIwdwRypSj3S0oQIPSGRGsVoStWgshlRG7CKqbKCgDtjdnHjU1HNdkmgqgnwhpmtAJ03iKqC4nWKsIirwDytRIEAIzIwrNY0drstsFklKpJSmsBQSxVmKdViyYsAGhQnrcorpHQGRKtVcRBV6wEwcmIIib8kmhta7Qv8GgJg0FAq1d6LNkDCCJ7LtEi7goAjAYDGqysiZjOW4S+kGitIuQNIogs/lCcT/Jp8RQnWoGsRWCU7AEEoekIVwZPvqFKK6EzJFqriLLSSlesxFJnIhDjt1u8tqKfx5qxxsgeQBA8hkorewCQbSKm8xahNyRaq4jFZIDJKH0FZA8gljoTgWyltJxKa3AmiRnyhhNLmFQ6wwP/tbIHANmCC523CL0h0VpFBEGgAQMEIcMqrRaTAe4SljaV/lel8CWIpUY4Z4SrlpVW8rQS1YFEa5WhAQMEITHhl0Rrs8dWUr5kiydrJRj3k2glli7KEa7F5ByXC3tt8rQSekOitcpwbxCJVmKJw6qkLA2gWJrcNjCJq/TFEsRSI5wzwlVDewB5WokqQaK1ymSvWGnnJ5Y2THA2e4pvwgIAk9EAr8sqvQZVWoklTCiqT6WVeVpnYilk5MQPgtADEq1VJusNomUWYumSyYiYCsYB5C73FwsTulRpJZYySnuAHp5WEcBMnM5dhH6QaK0y5GklCCAQSSAjShWbZnfpopUJXfK0EksZNg3LbjXyZBotcFDGOFElSLRWGbbzR2JJiCItsxBLk6lQtkLaKC/1l0ILVVoJQpHRqp2fFQCcNsU0R/K1EjpCorXKsEprKi0ikcxUeWsIojr4Q3F+u9FZjmiVmrdmYimq/BBLlrAO07CA7EQsgBIECH0h0VplmDcIIIsAsXSZUohWbxmVVqWlYGyaJmMRSxNmD9ByGhZA0xyJ6kGitco4bLTzE8S0LFrdDktZXrwmd1bokq+V0JsPz0zg9d+e46KxWrDCh+aVVpuy0krnLUI/TAs/hNASZSwJVVqJpQqzB5RjDQByfbCTgRjWLHOpsl0EMR+iKOKlX57Cbz8cBgD824fDePQLV6G9qaEq28PSA7TMaAUAo8EAu9WIaDxN5y1CV+qm0hoMBtHX14dgMFjtTVGV3GUW8gYRSxNmDyinCQsAbBYT7FbpGnySRrkSOnHk+AgXrAAwGYzh1YP9VdkWURS5gNQy7oqRHTBA5y1CP2patPb19eGRRx7Brbfeiu3bt+P48ePV3iTVIU8rQQDTcnpAo7s80QpkBe+knxIECO2ZiaWw5zefAADamxpw09VdAIDjZ6cwOqW/rzoaTyEtB/1rOViAoUy+IQi9KNsesH//fuzZswcAEAgE4PF48OCDD2LLli0Vb5TP58OuXbtw5MgR3Hbbbdi7dy/cbnfFr1uLWMxGWEwGJFIZ8gYRSxJRFDEdkryA5doDAEm0Dk1EqNJK6MKbx4d5oeHP/3gtOpod+LcPhpDOiHjjvQF88da1um6PchqW1vYAAHCywTiUHkDoSFmi9ZFHHsGBAwewd+9e9Pb2ApBE7LZt2/DAAw9gx44dZW9QX18f/uIv/gLBYBDPPPMMbr/99rJfq15w2M1IhOJUaSWWJOFoEqm0FPdWrj0AyAreySBVWgltEUURh38/CABYtcyFDSubAACfWtuKo6fGcPTUGP6PW9ZAEATdtilnGhZVWolFSsn2gF27duHAgQPYvXs3F6wAcPvtt2Pr1q148cUXsX///rI25siRI7j77ruXlGAFlN4g2vmJpce0Iu6qqQLR6uX2AKq0Etry8UAAw5OSBYDZAgDg0+taAQCBcAIXR8O6blNYpxGuDH7eomILoSMliVafz8ctAVu3bp1zP/vZ008/XfKGBINBbN++nb/OUhGsAOC00zILsXSZrjCjlcEEbySWQjyRrni7CKIQH52dBACYjAZcs6Gd//yyVU0wyNXV9z+Z0HWblHFbTo0nYgHZAQO0QkjoSUmi9YUXXgCAgr7V3t5euN1u+Hw+HDlypKQNefzxx3kywKOPPlrSc+sdtsxC4/CIpYhStFZiD1AKXuVYWIJQmxPnpwAAa3s8sJqN/OcNNjPW9ngAAB/oLFqZeDQaBNitxgUeXTms0joTSyFDI8gJnShJtDIhunHjxoKP6enpAQC89tprRb+uz+fDgQMHAEiC2O12L9qIq3zQMguxlGFxVw1WE2yW8qOjlU1c08H4PI8kiPIJR5M4PxwCAPTKXlYll69uBgBcGAlhRsc4qJBihKseXlqWUCBCSi4gCD0o+gwRDAbh8/kAAF6vt+Djuru70dfXhxMnThS9EUqBu3HjRmzbti2nUut2u/Hoo4/mtSTMh8EgwGDQxwhvlKf4GMuY5uN2SEs5kVgKJlNNp5Atair5DonyCUTkjFa3taK//9ZGO7/tjyRoX6pTan0//HjAD1ZXvPyS5jl/ZxtXNQGHz0AEcHY4iKvWtOiyXWylzt1g0eVvn523ACCWSMOjuGis9e+QWJha/Q6LFq1MsAKYN36KCVrl4xfirbfeynmf3bt3o6enB319fdizZw/27NmDXbt2oa+vD7t37y76dZuaHLp2bwKA221f+EGzaJWnp0SiSXi9DbpvM5FLOd8hUT4h2cvd3uRAY6Oj7NfxehtgMhqQSmcwk0hX9FpE9anV/XBgUmr0c9jNuHJ9x5zCyFVuO2wWI2KJNC6MhXHzNSt02a5YUk7gcNt0+dvvaMtacAxmU973rNXvkCieWvsOixatgUCA3/Z4PAUf53JlxycGg8Gi8lWZwO3t7cWzzz7Lf97b28tFKhOvW7duzUktmI+pqYiulVa3245gMIq0HN9TLAb5uj2dETE8GuSTfQh9qeQ7JMpnTA5id9lNmJ6OVPRajS4Lxv0xDI+HK34tojrU+n54+rzUhLW8zYlAIP8QgUu7PTh+dgrv949henqlLts1JecT2y1GXf72M6lss+PwWBCtrmzltda/Q2Jh9P4Oi73Qqgl1xHyrl112Wd77H330UZ5asGfPnqKrrZmMiExGX4N4Op1BKlXaF2xX+PgCoTjMNVaOX2qU8x0S5cOmYXkcloo/90aXDeP+GKaCMfoO65xa3A9FUcSFEcnP2tPmLLh9a7q9OH52CueHQ5iJJmExa98YxdIDHDaTLp+bTfE7BcOJvO9Zi98hURq19h0WrY6U1VVl1XU2oVCI3y51ipWySqvE7Xbz6upiHOWqHLlHCQLEUiIaTyEalyo2lSQHMNhrTFEjFqEBk4EYInJz1YqO/OcrAFjdKZ370hkRA+P6VPxZI5Ye07CA3BHkER0bzoilTdGilaUCAJi3o9/v9wMoTbCyxyoF72y6u7sBlOaVrRdydn7KaiWWELlxV7aKX4+J1mmKvCI04IJiYMDy9sKidYXivgujhc9rapFMZRCTs4mdOkzDAqSMWptFqrZS8g2hF0WLVrfbzYUrE6b5YMLz+uuvL3ojmC1gPkHKGryU4nmx4FAcZGgqFrGUmA6rk9HKaHJLrxEIJ/hoWIJQi4uyALWYDFgmN9Dmw2k3o1n+W7yog2hVBvzrMQ2LweIaaYWQ0IuSzJO33XYbAMwbZ8WW72+44YaiX5cNK5hPtDKhXMj3Ws+wHR+g6SLE0kKZp6qOPUCq1ooAgpHE/A8miBIZmpCW+jtbHAs2+bJKLPPAaolyGpZLp0orkJ2KRSuEhF6UJFq/8IUvAEDBaVc+n48nBpSSqcoe6/P50NfXl/cxAwMDALAox7uaTQY+VYWWWYilBFvGt5gMOTaZclEKX6X1gCDUYFhOuljWvHCnM/O8DoyHNa/6Mz8rkJufqjV8MA5VWgmdKEm09vT0cIG5f//+OfezMa/5xrD6fD7cfffd2LVr15z73G43HnjgAQDA3/3d3+V9bl9fH7Zs2VJwhGy94+RznOmKlVg6TIelCpHXZVUln7iJRCuhEelMBqNctBa2BjBYpTWVFjEylT8aSy2CykqrnqLVTtMcCX0pOVtp9+7duO2227Bz586c5fwjR45gz549eOCBB/JWWV977TU+LCBfNXXHjh3YunUrDhw4kCNsg8Egtm/fjt7eXjzzzDOlbm7dQFesxFJkOihVWptUsAYAkvjlr02ilVCRCX8MaTlCsRjR2tmSrcaOTGorWkOyFUYQAKdNP3sAa/oKU3oAoRNlrcc9++yzfEqVy+XizVd79+4tGPx/xx134MCBA+jp6Sn4mN27d2PLli3453/+Z9x6661wu93weDz43Oc+hwcffLCcTa0b2BUreVqJpQQTlmr4WQGpo9nrtMIfjuc0eRFEpQwrhGdHEfaAFreNT2gbntQ29ioo2wOcdrNuA3WAbPINVVoJvSjbRLZ169aSfKu9vb04ePDggo+7/fbbF6VvdSH4MgtVWoklBBOWXpVEKwA0e23wh+PwU6WVUBG2xG8QBLR5Fx5taTAI6GhqwMB4OEfwagGzB7h1ymhlKFcIM6IIA40gJzSGRi/VCHyZhTytxBIhmUrzBpImFTJaGc3yrOwpEq2EirBqaavXBrOpuFMnsxFoLVqZPUDPuCsgmx4gikAsTucuQntItNYItMxCLDVYExagnj0AAJo9kgCmSiuhJqUkBzC4aJ2KICNqN1Kc2QP0TA4Acv2z5Gsl9IBEa40we5mFIBY7/pC6Ga2MZq8kWqfDcYi0LxEqwZqpOopowmKwxyaSGU0volhOq14jXBk5g3Go4ELoAInWGoHZA2iZhVgqTClGraoqWmV7QDKVoZnohCqEZhK8SXa+SViz6VRUZbW0CGQ9rXrbA2iaI6EvJFprBOYNAmiZhVga+EPZmB41G0havFl/LMVeEWqgFJyl2ANaFQ1bY9PaiNZ4Io1EUhpeoGdGKwA4FQNBaCoWoQckWmsEJy2zEEuMQEQSlG6HRdWYnmZPVihMK6q5BFEuyuEApdgD7FYT95mO+aOqbxeQO1hA7/SABhtVWgl9IdFaIzhsJFqJpUWATcNyqGcNALKNWABVWgl1YMkBrgZzToGhGNoapYuosenFJ1qVI8gpY5zQAxKtNYLyQEg7P7EU8MsZrR6nuifaBpsZNot0IiXRSqgBsweU4mdlsExXrURrKJI9X7gc+npagay1jewBhB6QaK0RGpTeIPK0EkuAgJwt6VVZtALZxi4SrYQaMHtAKdYABqu0jvujmiTDVLPSCmRjr8geQOgBidYawWQ0wG6lZRZi6eCX7QEele0BANAoDyvwK7JgCaIcMhkRkwHJG93WWL5oTaQy3BKjJizuymQ08BUGPeHTHOm8RegAidYagme10s5PLHISyTSicrSb2vYAAGh0Sa9JlVaiUqZCMaQzUoW0tYjxrbNp82aFrhYJAiE+WMAMoQpjVNlgHCq2EHpAorWGcNAyC7FEYNYAQOtKK4lWojLG/dkEirZyRGujMvZKfV9rsEqDBRhO+X1JtBJ6QKK1hnDa2RUreVqJxY1ymVRLT2s4mkQylVH99Ymlw7giqqpVkQFcLE67GQ1W6diuRexVKMIGC1RJtMr2ABKthB6QaK0huDeIKq3EIkdZAdXCHuBVTNiiaitRCUy0OmymnFzSUtAy9irI7AE6T8NiMNE6E0shnaELREJbSLTWEA66YiWWCFrbA5pItBIqwURrOX5WhraiVbYH6DwNi+FiI8hByTeE9pBorSGoEYtYKjAh6bCZYDapfxjyOrOilZqxiEpQVbT6oxBVjL3KiCLCcqXVVa1KawMNxiH0g0RrDaFcZslk1M/zI4hagXlaPU71q6zS61rA+qgp9oqoBNaIVZFolRMEovGUqitp0pK8dK6otqcVyCYZEIRWkGitIVh0iAhgJk7LLMTixR+Rp2FptKRpMhr4zHc/VVqJMokn0lxkKscDl4pWCQIhxWCBqqUH0DRHQkdItNYQyp2fllmIxUwwrN00LAazCEyTp5Uok6lQNu5K6ZMulRzRqmKCQFDhDXdXYYQrQKKV0BcSrTWEQ7nz65wgcPL8FJ77xUfY99tz1AFKaI4/oq09AMjGXlGllSgXpR+6sQLR6nFYYDFLp1t1K63Z80S17AE2ixEmo2TGIdFKaI1p4YcQesHsAQAQ0TGrdf/bF/GzQ58AAI6dHseZwQC2/9kVMBromoZQn3Qmw7MlvRp2PLMqLlVaiXJRitYmd/n2AEEQ0Oa1Y2A8oupUrGCOPaA6lVZBEOCwmxEIJ3hTGEFoBamSGqIa9oDTF6fxD4c/yfnZ8XNTePf0uC7vTyw9gpEkWJuhlpVWr6LSqmbHNrF0mApK9gCLyZBTVCiHtkapGUtNewBraLRbTTCbjKq9bqmw2KtQlJoeCW0h0VpDNCgOinrYAzKiiFd//TFEEWiwmvCdv7wOLXKzwYF3fHSiJzQhEMlWr7T0tDbKgjiRyiBKjY1EGbBKa6PLCkEQFnj0/GiR1cr2JS33o2JgBRc9VwiJpQmJ1hrCaDDwcX96VFo/+HgCA+NhAMC/v+kSdDQ14LObegAA54aDOD8S0nwbiKWHMoLKraU9wEVZrURlTMl/N5VYAxhtcmRWaCap2kUUj46r0mABhlP201KlldAaEq01Bgtq1iPv7sA7FwEATW4rbrh8GQDgxiuWwWSU/iyOnR7TfBuIpUcgrKy0atiI5VROxaKTKVE6U8FspbVStIi9CujQ0FgMrNJKnlZCa0i01his8qSMMtECfziOjwcCAICbr+7iU4nsVhN6VzYCAN7rnyCLAKE6rDpkMRtgs2jnw6NKK1Ep03LkleqiVSVfKxet1a600ghyQidItNYYHnmZJTCjrWj9/ccTvBnm0+vacu67em0rAGB0agbDk+p1uhIEkD3Reh2V+wTnw2Ez8VUDShAgSiWeTCMSk5bx1bAHNLlsMBqkv3c1EgQyosiLG9UWrS7FNEeKTCS0hERrjaFXpfW9fikdoLPFgY6mhpz7rrq0hY/A/ODMhKbbQSw9/LKA9GjcPCIIAhpdlpz3JIhiUSujlWEwCHwUrBr2gHA0yUe4ar0vLQSrtIoAF/oEoQUkWmsMPURrMpXG6YvTAICr17Tk3YblHS4AwMnz05ptB7E00dOHxzyzNGCAKJXpoDrTsJQwi8C4CvaAoMKn7XFU2dOqyIglXyuhJSRaawwmWmOJNBLJtCbvcW44hFRaukJfv6Ix72M2yj/vH/AjlablHkI9WCOWHkuafCoWVVqJEplSabCAklYPE62xBR65MAFFYaNWKq0A+VoJbSHRWmO4FVesWlVbPx7wAwAMgoBLOt15H7NBbsZKJDM4OxTUZDuIpYcoillPqw4nWlZppUYsolTY34xZhcECjFavJH6nQrGKiwHKC7Fa8bQCJFoJbSHRWmMocyu1asbq90mpASs6nLBZ8h+M13R7edPAyQtkESDUIRJL8Sq/HkuaTLQGIglqECFKYkrFwQIM5mkVRWAyUFm1lRU1jAZpjGo1cZBoJXSCRGuNoRStoYj6O39GFPHJoCRa13R7Cz7OajZi5TLJ10qVVkIt/GF9pmExmD1AFKXxsQRRLMzTqpafFQBaFbFXlfpaWfaw22GBQcMUjmKwWYwwGaVtINFKaAmJ1hrD3ZA9kQc1qLSOTM7waSyXdnnmfeyqDsk6cG44SHmthCoElM0jujRiZfcn8rUSpZAd4aqOnxXIelqBykUrG+FabWsAICV10IABQg9ItNYYNosRFjnoP6CBp/X8SLZqumpZfj/r7PvD0SQmKlzKIggge6IF9GkeUUYVUYIAUQrZEa7qXVxZLUa+mlZpM1aQe8OrmxzAcNpplCuhPSRaawxBEDSNvTo/HAIAuBrMCx6MVymatM4Nk0WAqBxWaTUahJyOY61QntBpwABRLIlkmi9zq5HRqoQ1Y6lpD6gFnHapP4IqrYSWkGitQTQVraOSaF3Z4V6wuaCt0Q67VToQMbFLEJWgtw/PYjbyzm9KECCKRXmB06SiPQDINmNVbg/QL4WjGJyytS0cI9FKaAeJ1hqE+VrVFq3pTAYXuWh1Lfh4gyDwx10YJdFKVE41fHheymolSmQqqO40LCXM1zrmj5bdK5BIpnlvQi14WoFs7BVVWgktIdFag7gd0s6vdiPW8OQMEkkp9oclAyxEV4sDADA0EVF1W4ilCau06unDo6lYRKlMh7J+00YVPa1AttIaS6TL7rRX9ju4qzwNi8Firyg9gNASEq01iFb2AOUS/8qO+ZuwGJ2yaA1EEnQwIiqGT8PScUmzkYnWMDWIEMXBrCQmoyEnOF8N2nJir8prxlKmcNSKPYB9TpFYijKRCc0g0VqDMHuAFMSu3s7PkgM8DkvRBzomWgF9qq3+eAA/PvEaXjn5M3ziP6f5+xH6IYoiF46NelZaXdLfOnlaiWJh9oAmFQcLMFilFSjf15qTwlEr9gBHVtyHyCJAaASJ1hokZ8CAijv/+ZGsn7XYA3FXq36iNSNm8KPjP8U7I+/hd8PH8Mzv/w4XQwOaviehH7FEGvFkGkDWZ6oHTCDPxFP8/QliPqYV07DUxuO0wGSUTr3li1Zl3nFtiNacjHGNRpAX4sxQAP/6wRCGJ8nGtthRZ6AyoSrKK+dgJKHKgTOVzuDiaBgAsHKBfFYlDpsZHqcFgXACgxqL1n8b/B3OBLLV1YyYwU9P/g98Y/MjMAh0fVXvVGtWulIg+8NxtDc26PbeRH0yJXta1cxoZRgEAa1eG4YnZ8oWrWzFosFqgtlkVHPzyqYaojUjinjhH0/g7ROj/Gd/vLkH9/zRpVWfEkZoAymBGkRZaVVrwMDQRIRbDYpJDlCiRzOWKIo4PPBbAEC3sxN3X/rvAAC+8BBOTJ7W7H0J/VA2QlWjEWv2NhBEIZg9QM1pWEoqjb0KRvT3hi+E8rwV1Mke8OaHwzmCFQB+ddSHvf9yVpf3J/SHRGsN4naof8WqjKxaUaJoXdYsidaRqRlVtiUfF0I+jM1MAABu6rkRN3XfAKdZet/fjbyr2fsS+uFX/C3rag9w0YABoniSKe0GCzBY7FWlldZa8bMCgNNuBqttBiPa72fReAr/cPgMAKm57f/ethmr5FScXx29iKkgTXFcjJBorUEarCYYDdLur1bs1eC4VCV12s0lH+ja5W7X6VBcM0/gOyPvAQDMBjOubr0MRoMRmzuuBgB8NN6HSFI7wUzoA7MHGAQBrgbtp2Ex3A3ZQQb+ECUIEPOjbNjTwh4AZKdiTQXjZTXbal0JLgeDQYBT3q+DEe0rrcdOj/GLiy/dtg7L21148E96IQhAKi3in966oPk2EPpDorUG0WKU6+C45GftbnWU3A3b3pT1AI5NVzbFJR+iKOKD8T4AwBUtG2EzSQfiazs2AQBSYhrHJ06q/r6EvjDB6HHqMw2LYTAIfBmVEgSIhcgRrVrZA+RCgAhgMlB6RZBVEbUS1eWi5TTH2bx1fAQA0NHUgI0rGvnt6za28/uTKWq8XGyQaK1R1J6KNSBXWrtanSU/VylaRzWwCIzOjMMfDwAAepvX8593O5fBY5Gaxvr9Z1R/X0JfWKVVTz8rgw8YIHsAsQDKaVha2Vgqib2KJVKYkadhNbtrp9IKKM5bKg/Gmc1UMIbTF/0AgOt723MKMTdevgwAEE+mcfLCtKbbQegPidYahV+xqrDzh2YSvKGrWxFhVSzNbiu3K4xOqy9aT07189vrm9bw24IgYG3jJQCAj6dJtNY7WdGqvw+PvSd5WomFYH+nRoN2NhbmaQVKF61KUV1rlVYXtwdoK1rf7R8HG4B7XW9Hzn1rerxosErBSL//eELT7SD0h0RrjcJ8pwEVpvgwPysAdJdRaTUaDLwyMDqlvj3g1NTHAIBORwc81tw4LiZaJ2PTmIxOqf7ehH5w0apjExaDNdRQegCxENOKiyutbCxWi5EXJkqdijWlGDGrlX2hXNReISzEh2cmAQA9bc6cqjUgTTG74tJmAMD7H08gI4pznk/ULyRaaxQ2xUeN5cwB2c8K5E64KoUO2SKgdqU1I2b45CtllZXBRCsA9PspxqReUU7DqrY9QKSTGDEPev2dsmasxVRpVXpatdrPovEUTl+Ulv2vlMXpbK68pAWAFBk5PElNvIsJEq01CjtgRmIpJCrs2Gd+1haPDXZrefMk2LxstT2tYzPjiKWlysFqz8o59zfbmuC2SDEmvtCgqu9N6MdMPIVkSuqSroY9gFVaU2mRdxwTRD708l6zCuFYyaJVOl5aLcayj+dawURrIpVBVPbdqs2J89NIpSVBzMTpbNYt9/Lb/T6/JttBVAcSrTVKTiB6hUstgxMsOaB0awCDNWMFZ5KqHowuBLNjWle4u+fcLwgCupySsX4wPKTa+xL6olyWb6xCpVWZt6msVC01pmN+/PrCYRweeBPhJI28zAf7W9VctCqyWkupSk7J29fstpWcBKM1Sg+wGta2fPSdl2xiTrsZqwpMd/Q6rTyqkUTr4oJEa42iPMlW4sMTRZF7WrvKaMJisAMAoK5F4HzQBwBwWZxotHrzPqbb2QkAGAwP09JunZIzWKAKolXZZb1UQ8dnklF8//d/h/955p/xD/378NTRH5BwnUWOjcWl7YoAW72KJdIlTZDicVdV8IYvhHKUa0CjpseTsmhdv6IRBkNh0b62xwtAEq103lg8kGitUXIqrRXs/JOBGGIJyV5QiWjtUMReqTkZ64IsWle6ewpWDVilNZqKYSpGESb1SM4I1yqcbJXev8klKlr39P8CE9FJ/u+J2BR+fOK1Km5R7RGJpXjYv9YXV2zSIAAMlzAie1JeKag1PyuQO81Ri3i5qWAMo3JWOMtmLQQTrdOhOMbLyMIlahMSrTWK25EdiVdJpXVgorLkAIbXZYXZJP25jKmUIJDKpPiS/wpXT8HHMdEKAAPhYVXem9AXdgIzGQU4bPr78MymbLf2UhSt0zE/3h39AABwbcen8YddWwAAJyZPY5D2KY6eF1fLmrOFgKHJ4kRrJiNiMiAdf2d3zdcCykqrFkkdJ85nixYbVs4vWi/t9vDbZ4cCqm8LUR1ItNYoRoOBn2T9FXiD2CQso0HIqZaWikEQss1YKtkDxqOTSIlSFbjb1Vnwce0NrTAZJKFDvtb6JDsr3Vo1Hx6zCEwuQU/rsdH3IcrJlnesuhV3rLoVJsEIAPjt4NvV3LSaQlkd1LrSareaeLV0qMhK63QozpuQalG0Wi1GWMySrNDCHtA/4AcgVZnbFvj927x2OO2Sx/bsYFD1bSGqA4nWGkaNKT7Mz9rR3ACTsbKvu6NREr0jKlVahyOj/PYyR3vBxxkNRnQ0tEnvHRlT5b0JfclmtOqfHMBolgVCOWMz6513Rt4DICV0tNib4bI4cXXbFfJ97yKZ0abTu95QDp9o1CHlolO2CBQrWpXxWLUoWoFstVULe8DFkRAAYPUy94IXv4IgYHWn1Kh1dphE62KhbBWzf/9+bNu2Ddu2bcPdd9+Nbdu24ciRI2puG3+fdevWoa+vT/XXrnVYNFAlOz8f31pmPquStiY5okWlSuuILFrNBjOabPMv9bQ1SNEmY1GacFKPVHOEK6PZI1Val1oj1mR0CkMRaU775var+c+v7fg0ACCWjuN84GJVtq3WYCsCFpNBlzgplptdrGhVxmO1NdaoaFVxMI6SZCqDQflzWtHhKuo5q+V0gYujIR65R9Q3Ze2VjzzyCA4cOIC9e/eit7cXQFbEPvDAA9ixY4cqG+fz+bB9+3ZVXqseYZ6q6TK9QelMBiNTLDmgfD8ro12utEZiKYSjSb70Ui6satrR0AqDMP/1U1tDKwAp11UUxZqLeiHmxx+q3mABBrMHBCIJJFNpmE3Gqm2LnvQrRiBvbF7Hb1/iXQmTYERKTKN/+hOsaVxdjc2rKZRxV3ocY5hoDc4kEZpJwNUwf3WXVVobrCY4bNqMmK0UXmlV2dM6OBFGOiNZI1a0FylauyTRmkqLuDgWwiWdngWeQdQ6JVdad+3ahQMHDmD37t1csALA7bffjq1bt+LFF1/E/v37Vdm4pSxYgWye5XSovCk+Y9NR7n9So9KqXI4qdYpLPpg9oGMeawCjXRat8XQCwUSo4vcm9EOKEcqOxqwWObFXS2ica79fEq1Ntka02Jv4zy1GC1Z5VgAATiuE7VJG779T5YTCYiY3seNua41WWYFsVqva9oALI9nj/vIiRevKjmyO68UROm8sBkoSrT6fD3v27AEAbN26dc797GdPP/10xRv21FNP4frrr4fbnT88eCnQJJ9kE6lMWVN8mJ8VqCzuisHGDgLARIW+wHQmjbGZcQDFiVZmDwDAn0fUB+FokldIasEeACwdX6soirzSusY7t5LKxiSfD15EPK3tvPh6IOu91ufvtFOZIFCERYCL1hr1swJKe4A2orXRZc2J1poPp93MvewXx8ILPJpghBMRxFK1eYwsSbS+8MILAIAtW7bkvb+3txdutxs+n68if+uRI0fw1ltvqWYzqFdyTrJl+PCY/8dsMvDpK5XQ5LLBKIc5V1ppnYhN8eSADkfbgo9vsytFK/laS+H8SBD/7R/7sOuHb+OFfzyBgXF9D95Ke0s1A9Gb3EtPtE7GpuCPS3E/TKAqWeOVfpYW07iomE63VOGDBXS6uGqwmXlVtxjROjbNRKttgUdWD2YPCM0kkM6o5yO9MCqJ1pVF+lkZrCp7cZQqrcXgCw1i55Hv4Im3vleTQxlKEq1MiG7cuLHgY3p6pLzN114rL7Q6GAxi165deOaZZ8p6/mIitzJU+lUrE62dzY55J4cUi8Eg8CXWiQpF67hCeLKl//loMDfAaZaqxaNRqrQWy+/6RvCdV97F7/pGMTAewVt9I/ibn7xX8rzzSpiq8mABhsNmgtUi+ViXSlarssFqtWflnPt7XJ0Q5ETogSUeJ5fJiLx5SM8VAd6MtUBWa3AmgUhMSnmoJL5Qa1wOyR4gikCohElf85FKZ+Abk5uwirQGMHrapH6OgfGIqiJ6sXLgwiEkMkmEkpGa7B0puhErGAzC55OmF3m93oKP6+7uRl9fH06cOFHWBm3fvh2PPvooF7+VYDAIqoi1YjDKcVLGCmOllLQ12iEAECFFsZhMpb02u3LvbnOU/NxCtDbaMeaPYiIQq+g1p+LSKD4BAjqcLUXFcbU7WhH2RzARnVTt91GixXdYTcb9Ubz0z6eQSoswmwxY0+3BifPTmImn8F/3Hcf//ZVrYNDhoBRUjHBtbbRr8t0xFvoOWzw2DI5HMB0qfX+qRy5GBgEADSY7lrla55yEnKYGtDY0Y2xmAoORoZr4TErZD8OJCMwGE6ymykWmPxxHRq4sNXtsun0W3a1OnDg/jeHJmXnfk1VZAaCnzVUT31U+Gl3ZYkskllLlAmBoMsInla3qcpf0u6+SY6+SqQwmAjFVmpIXK5PRKbw/9hEA4A+6rwVQe+fDokUrE6wA5vWZMkGrfHyx7NmzBy6XC7fffnvJz81HU5ND9ysFt1tdr1Gj24apYAyReBqNjcX7UpOpNB+3umZ5U0nPnY/udhf6zk1hMhSv6DUD56Qly6YGL9pavEU9p8vTjjP+85hO+FX7ffKh9ndYLV74p5NIpjMwGAQ8+Z9uxJqeRvzsYD9e+eVJnB8O4fxYBJ9ev7CfuFKiSelk47Cbsaxdn+7dQt9hR7MDg+MRBGaSmv4N1QqDsmi9tHklmpryn6wvaV6BsZkJDEWGa+ozmW8/jCZj+C9H/hs+GDkJAQLu//RW/PGln6no/SbD2apgT6dHt8/i0hVN+NVRH6ZDcZhtloKpLP6T2YzqjZe2wlFheotW9MTS/HYyA1U+x3c/zo4fvnJdOxpLsLtdsTZ7jJsIJXDZ2tr5G6813hj6F4iQ0nnu6r0VQO2dD4sWrYFAdgyax1P4xONyZUv3wWCw6EYqn8+HF154AQcPHix2kxZkaiqia6XV7bYjGIwinVZvCaLRZcVUMIbBsSCmp4ufT+0bCyMjN780uywlPXc+3PKBcmxqBpOT4bI/34FpKTeyxdpU9La5jNLf0mh4AlNTYdUvSLT6DqvB+HQU//a+JFj+6FNdaHFKfwM3XbkM+/71DIKRBH7+xsdY3a591WFoXPKSeZ3q/R0WYqHv0CN3No9MRjTflmqTzqRxdkqyB3Q1dBb8fTts0kndFxzG2GQAZoP+Y3aVLPQdZsQMnnn3BZya+hgAIELEj977GZqMLbjEu7Ls97045Oe3TRB1+/tobMh+3ic+HsOaHm/ex31yURph6nVakIglkIjVZuOckMmK1sHRIFa2VS4ST5yV7GQehwVCOl3Sd2OCCLvViGg8jf7zU7hyddPCT1qiHPVJo54v9a6CLSPHsel0Piz24qa6RycF27ZtU93HmsmIXLjpRTqdQUrFEONmtxVnBoEJf6yk170wkp0A0t5oV22bWCdmOiNifDqa47sthbGIdBBqsTcXvW1NVmkAQTwdhz8agsuijeBS+zusBr/9SJonLwC4/Zrl/PcRANx0VSdef/M8Pjo7icHxMM/f1Yopuemp0WnV7XMt9B02yp7aqWAMiWRaF3tEtRgMjyCRkaqHPc7ugp99Z8MyAJIY9PmHsNzdrds2zkeh7/D4xEkuWJttTZiO+5ERM/jZqdexY9N/Kvv9lM15LptZt79V5f53fjiIVcvyF3rYSO5lzY6aPj7ZzEaYjQYk0xlMBko7bxXi3JB0PlvR4UI6LQIo7by+rNmBs0NBDIyHa/qzqybhRATnA9IKeW/Tei5Ua+18WLRZQVldVVZdZxMKZTv0iq2y7tq1C1u3bs3JfSUkmvi89NIaR5if1Wox5uRTVkqLYllmIlBeM086k8ZETPK0tipSARai2Za9Qp6Un0/MRRRF/K5PqmSv7fHmdM0DwGeu6gKTau+cGIXWsEasajZhMdi+kEqLOV7bxYgvNMhvL3d1FXxcl7OT3x6UJ2fVMr++eBgA4LG4sPO6R/Gnl9wBQIrtGomU//fM4q7s1mzDnh447Wa0yBf/F+bpcB+Sc1zZ6NdaRRAEvq+rkdWayUiDAYDi81lns0yOFismC3epcmLqNET5YkA5hKTWKFq0KhujgsHCc3z9fj+A4gXrkSNHcPz4cTz44IPFbsqSgp1kQzNJxJPpBR6dZVAxvlXNZXRl1Mq4v7wObFYZAYBWe3PRz1MGo09ESbQWYnAiwg/O1/bO9aw2uqxYt9wLAHhH4ZPTCnbiqmbcFaPSGLl6go1ubTDZ4bUWtnS5LU40mKSL0dGI9n8PlTAYHsYn/nMAgJt7/gBmgwnXdHyKT9T73fC7Zb92NQdgsI748wUC8KPxFI+OW9ZSu8kBjMYKpzkqGZmaQUL2xZeaHMBgQl8auFM7VcNa4vTUJwAAr9WDTkdHlbemMEWLVrfbzYUrE6b5YJXW66+/vqjXfe2119DX14d169bl/Y8J5Lvvvpv/bCmhnC89Pl18ZZNlcaoxCUuJ027mVYhys1rHo1lTfUsJotVjdcMkyJFFJFoLcvxs9rP51Jr8cWLXbJTE7OBEBAMahm5H4ylE49LFVmMtiNYllNU6FJZEa6ezY94LV0EQeFbyyIz2lfdK6Js4BUBKHbl+2WYAgMviRG/zegDAsdH3y86W1DujVckKOXt0cDyCZJ6lWGXGaHcddL+rKVqV1ecVHeX97stk0ZoRRYyWcB5dSpwPSdaASzwrazLqilFSlsFtt90GAPPGWR0/fhwAcMMNNxT1mj09Pejt7S34X77HLSXaFaKVpQEsRCSW5FXQcpdTCiEIAlrlalW59gCl4FRWTxfCIBjQZJN8rVRpLUzfeemzWdHuKjg55tNrW8GOS7//WLvcW+VJqxZEq9dp5QMyloxodSxb8LEdDbJorfFKa9+UJFpXunvgtGQvyK9svQyAtIqjvCguBfa3Wg3RygLz0xkx7/CPc8OScBMEYLkOzZOV4lVTtMrVZ4fNVLbVTVmdHi5iiMNSI5qK8VWWle7K40a1pKRGrC984Qt48cUXC0678vl8PDEg35jXfCw09Wrz5s0IBoN45plnlpxgBaTlTKNBQDojYnS6ONGqnLFc6vSQYmj12jEwHsF4mSf9yZjUBeswN8BmKu0g1Gxvwlh0gjytBUgk0+j3+QEAvasKXxC4GixY0+1Fv8+P9z+ZwJ/csEqT7ZkOK0Vr9af4sAEZY/5oxVPdaplIcgaBhLRK1elceKmvXa60TkSnkEwnYTbWXpxSNBXF2cAFAHM9d+sbL+W3+6c/yRn7XCzZEa762wOWK47T50dCc5qxWLVxWbMDNkvN9E8XhFmBAuEEMhmxohQfVmVe0eEquwLY6rHDZDQglc5geIEhDksRX2iA+1lXuJdXeWvmp6RKa09PDxej+/fvn3M/G/P66KOPzrnP5/Ph7rvvxq5du8rZziWL0WDgc6aLXdY4P5q9Ku9uU/+qnDVjlXvSn5JFa7NcNS0F9hwmfIlcPh4I8OXF+UQrAFx1qXRiPzccUqUiko/pYG1VWoGsL3sxi9ah8DC/3VWEaGWVVhEixqK1OSa5f/os98LPFq2NNi8f9Xx6+pOSXzuVzvDpTdWotLobLGiTj/OnL849tp0fli5AtChCaAH7DDOiiEAFDY8ZUeSCfUUFv7vBIPBVS7IHzOV8ULIGGAQDelydCzy6upQ86mD37t247bbbsHPnzpwBAkeOHMGePXvwwAMP5K2yMu/qnj170NfXV9lWLzHYzjZWpD2ALad0tjhgNavfBctO+oFwAokSmsMYk1HpoNxkKz0vr9HmBQD444GanItcbfrOSRVoq9mIS7vmD/K/ek22GvXhGW2ECqu0mk0GOGy1USFiF4HlrhQUSzyRxhvvDuC/7juOV3/VX/RKiRoMKbrolxXRVNHhyDbs1apF4HxQypy1GC1Y7poby7W28RIAQP/0mZKPDWx8KyBFs1WD9SukC/JTF6Zztn8mluRCq15Eq/ICtZIEgXF/lHviy23CYrD+kDESrXO4EBwAAHQ6OmAx6r/SUAplnUWeffZZ7NmzB7t27YLL5eLNV3v37i24hH/HHXfgwIED3JtKFE97UwNwZhIjRe5sTLRWupMXosWrjL2K8dnZxTIlL+2XU2lttHoBAKlMCuFkRLOs1nrl+DnJz7duuRfmBUYdtjc1oM0rjeU9eWEan7mqcCxSubAKbqPLWjPmfiZaJwOxipcuCzEwHsaz/+NDTCiE8dFTo9jxf1ytyxjJsRnJp+y1emAvwoLTZPPCbDAhmUnx59YaF+Rq0ApXN08LULLGuxq/HXob4WQE49HJkiwCSmFVrWi2DSsa8a8fDCE4k8TQRIT/nfQPZCMmVxbIcK01ckRrKA4sbKvOy4URZRNWZeczloc7puPFY73AVma6a7zKClQwXGDr1q1F+1YBoLe3t6xpV0ePHi35OYuN9iZpZwtGEojGU7BbC39t0XiKX5VXupMXolURGzQRiJYkWpPpJAIJ6UDUZC9DtNqy1cPpmJ9EqwJ/OI4BOepsIWsAY/2KRoz5o7y6o7awnJZjpWoh7orBLrrSGRFToVhO9rAaTAZi+JufvIeZeAoA4G4wIziTRHAmif/2jyfwf23brPlQg7EZqXLeVmQOskEwoMXejOHIaNmNTFqSETO8GrSiQKPISk/Wi3ch6CtftFYh8grIVloB4OSFaS5aP/xE+i4dNhNWLau/SutUBdYjZg2wW438YrNcWKU1OJNc8Dy6lEikk3yfr+WoK0bJ9gBCfzpKSBBQRqNoVmlVnORL7cCeivv57XIqrV650gpIncJElhPns81plxUpWjfIJ0pW3VGbad7cUjuiVY2s4UKIoohXfnUaM/EUBAH4i8+tx/e+eiPuuVlqFPKNhfHeae0rmaxaWopwY4M+xmvQ0zo2M4FYWvquConWZlsTHGbpAp9VZYtF6en2OKrzt+pxWHic1Vt9kr1DFEV8cEYSFJevbobRUB+nbIvZyJNLpkLl72OsqXh5m6viCz1lEg9ZBLKMzozxJiwSrYQqKJcTF8rUZOHUArSLRrFajHDape7iiRID2qei2SaD5nI8rVZlpbXwZLalSL9P+jy8Tgs6mooLIFdWd05cUL+5TWkPqBWUFZsJlZuxjp+bwoeyyLjtmuX4wys7IQgCbt3UzeN6/vHIeU392MlMijcqtjXkz+nNR2uDlJnMqrS1hFKEForkEQSBC1rmfy0WltHqtJsXtNVoyR9cIa2jnxsO4sJICOdHsk2SV15aeiJCNWltzNpwykEURVwYlc53aqwatinG5erpL691WDQeACxzzh1GU2uQaK0D3A4L3A2SSGTLv4VgyykdzQ2aRqOwE3CpByRlVFWT3FRVCmajGS6zJMap0prLmUFJtF7a7S16md/jsPARh+z5apFMZTuyq9Xckg+HzcyXBsdUFq2/OiqJK7fDgrtuzMaImYwG3HH9CgBStfXscOGpgpUyGZ3klZNyKq3hZATRVG1VonxhaSSt0+zgvvZ8rHT1yI8fQiqTKvr1s9Owqvt3esPlHbDIovlnhz7By7+UcmnNJgMuW136RX41YSJxKliePWAqGEc4Kh0/1BCtjW4rTEbps6UEgSzDctOm3WSHx1L7nmkSrXUCi67KFzythDdhadxlysZhljoKs5KMVgbztU7H/GU9fzEyE0tiUF7eXyg1YDarO6UD1dkhdYWUv8YyWpVoEX8zNBHh6Q03X901J7njuo3t/Gf/+v6Qau87m1FFpbRYTyuQO1K51nytg3I1qMu5bN4LMlZpTWVSGC4hBaGaGa1KGmxm/MGVUjPMyQvT8Mkra//bdSvgsNVedu588IbHMsclK0faqmF1MwgCtwZRM1aW4QgbQtJeM82y80GitU5gXiffWLjg0mIskcKIPHN+pUZ+Vka5ldZKMloZrNIyHSd7AEMpOEsXrdLjJwIxBGfKz1ScjdIn2OSunUorAG6fYPuLGvyLLESNBgE3XT03icFuNWHzBikP9Z2TY4gnSo+LKwbmZzUIBjSXMHFOWZUdryGLgCiKGAxLn22Xc/42dGX3szKrdiG4jaUGVgTuuflS7jUHJMH2uetWVHGLyoPZA/zhOFLpuaNpF4KtGlrMhqLtTguRTRCgSiuDXdwpY+9qGRKtdUKPXGkNR5MFw5rPDgXB5KzW0Sis0hoIJ0o6IFWS0crwyrYCqrRm+URe2jebDCV7mVcr/lbOq7hsPaWosNSSpxXIitax6RlkVPCXptIZvNUnVSyuXtsKT4HxuTdeLomueDKNDzTKxmVV0iZbI0yG4i1CXquHP35spnYqrcFECJGkdHHRuYBo9VjcvBlrIFx8NZtVWmvh79RsMmD7v78CD/y7DXjk31+Bv/7Sp6vqsy2XVq/0PYhieVmtrKl4eZtLtVg6ymrNJZlJ8UJSewn+92pSf3vCEqVb0YzlK9CM9bGc52cyCppHo7BKq4hccbIQlWS0MlgzViAR5BNyljpsKW15u5P7toqlq9XBn6OmRYBllJqMAu8krhVYjFwilZFyJCvkwzOT3H934+WFO3Av7fZwYXT0pDYh/pNRaR9rKfHC0CAYeHNkLY1JHixhupcgCOhySMJW2WAyH9F4igfY10rKhcVsxJbLluGqS1vqUrAC2UorUJ6vVYu8cWYLCsjxkUudyegU978r7UG1TH3uDUuQzpassCjUMPPxgB8AsLLDDbNJ/UlYSloUWa3FWgQSFWa0MthUrIyYQTARmv/BSwQ+6rCMA7zJaMCKDumiSM0GIeZla3bbNM8lLRXlcuNwkZPm5uPIcUkgeZyWeTNyDYKAzesli8AHZyY1OXFOyIKzpQRrAKNZ3i+Z8K0FmGgVIGBZw8JLmMxCMBAeKiqlIcd7XQP2gMWCUrSW6mv1h+N8RVHN/gxlgsBiHuNcLMp4u1KaNqsJidY6wWwyYKVcPc0nWtOZDM7IVbI13aV5GsuhWTlgoMgD0nRMGXdVuadVek1/2a+zWAiE43wM5fIyqxKrZIvAuaGganFMrNKqvMCpFdqbsifU0QpFaySW5GNwr9vYvmCW5iZZtKbSGZxSOWYsI2ayvvFyRCuvtKoff1YurLu5raEVZuPCzUhMtIaTEQQT8zeuArne61qwBywWPA4rzHKhpdTeB2UTlprRjZTVmgvzrgsQ0EyVVkJtWIPNmaEgMplcYXFxNMwbOy7VQbQ6bCbeCV3sAWkyR7SW72nNmYpFzVg8yxAofymNJQhEYinVKhBMtDbXoGi1WUx88lGlzVjvnh5HKi3tj9dtXDice/UyNxw2yTt6/Ly6Fc3pWIBbZlrKOAmxi8npuB/pjDaNYqUyMiPZKJY52op6vLJZq5hmLKVorRV7wGLAYBD4vj8RKO2YwqwBJqOh5DHh89HktsEo+2MpqzXrf2+UxzjXAyRa6wgmWmOJNI83Yrz/sXTFZDQIWNfj1XxbBEEoOfZKKVrLyWhleCxuCJAOPFRpzTYsGA0CulrLO8Arm7HUsAiIosi9zs0qj0lVi2XN0mc1NFnZJLDfyQ1Yy5obiqoKGQwCNqyULtr6zqorWidj2QaqUj2tQLY6mxEz8Me1y5ItFlEUMSp3N7c3FCda2xXidnRm4eljzB5gMgpw2esrVqrWKbfxiYnWnrbSPfrzYTAIPIqLslpLH/dcC5BorSMuUUQZnb6Yu3z3vjyfet1yLxp0yvMrNfaKLVs6TOVntAKA0WCExyqJLBowkBWtXQrfc6m0eu28+qdGM1YwkkAyJVf83LVXaQWkzwtYeGDHfEwFYzh90Q9AsgYUm3PIxuyO+aOqZkZOKCfOlWUPyNp2pmqgGSuQCCKWlkRlR5GVVqvRwi1EozMLN7uxSqvXaa2LnMp6gonWUldvzo9Ix6CVGuSNU4JAFlZpbWmoD2sAQKK1rlDOpn6vP1tBmAhEeaLAVTqO+iu10srGrjZWUGVlsAQBGuUK+GTR1VOB90sQBKzqzPpaK0Xpc65FewCQHdgRjCTKzqd95+QYj5m7trf4ud0bV2bF4Wmfv6z3zgfr+rebbGgwlV7hVtp2asHXOqIYEFBKJA8TuCNFVFprcdTwYoEJxKlgnF/ELkQgHOdjdbUYkpPNal3a9oCUIu6KKq2EZmxeLx24T/v8CMjLWv/6Qda3patolQPjp4LxorIu/XJV1Gut3HPLs1qXeKU1nkxjTG4kUsailQOzCFwYDZcVBq5EWX2vxUYsIPfzGiwQI7cQb5+QmoQu6XKjzVu8SGzx2LlIOjOoYsyYXDlptjWVVTV0mBtgMUpe31pIEFAu75ciWtvkx44WMRWrljJaFxusW19E8b5WloQCaFtp9YcTmgz4EEURyXRS9ddVm3qMuwJItNYdrPNYFKUT5kwsiTfeleadX3FJM1pKOHFWCrMHpDMi716fD7/cNOW1VS5aWaXVv8Q9rUMTEV7pq1i0ypXWVDqz4LjghWDLgUaDUPV57oXoanGAyTpfGRaBqWCMn2A3ry99mswl8ud9Zki91QLm8W4qM51DEATuha2lSqvX6inJUtQhi9ZAIohYav6VIKU9gFCXNkW3frEWgfO8CUtQtQmLkZMgoHLs1W98/4bHj3wH/59/3Yl/Ovurms4RH6vDuCuARGvdsazZwZdMXvvNJ/jmC2/zYOx/t2WlrtuiXPZdyCIgiiIXrY0qVFqZxSCYCCOVWboh0Upx2V1mExZjlbIZq0KLAPOLtXjtqk2zURurxcibMsoR6b//OHvQv3pN6Qd95lEfGo9gJqbO3zBL06jEgtNUQxPn2EjaUqf1KJu25mvGSmcyPA+UKq3qo1x9KNZDypqwulvVbcLi26TIaFbTIvDW8DH8/ON/hD8uJXj88vxBvH5mv2qvrzbMzypAqCjNR29ItNYh9/3xWh7Wzg64m9a3lTxzvlKaFQ02CzVjRZIzSMriUhV7gPwaIkQE4kt3wMCgXCF02s0VT51yNVjQ6pW+00p9rewEpaxq1CLM11poytx8vP+xJIa6Wx1c/JYCE60igLPDlVdbpY7/yi8M2b5VC9YbFn7eVqpodWQfP59oDYQTYM4mEq3qYzEbebRcsVVNVmnVwhoASLY2FnulVjNWIB7EntO/AABYjBa4LNJx5fDAbxGogRSOfLCM1kabt6j841qBRGsdckmnB/fcfAlMRgGCAFzX244H/91G3bfD68zu/AtVWpV5qmqIVo8lWxUMJmrzoKAHrELY3epQpfN5daf03VQae8VOUKX4PKvBCrl5bWAsXHSjCADMxFI4JacGXLWmvJndK9pdMBml70yN5rdgIsSXIyuptLLn+uMB1QZNlIPUKOIHUPp0L4/FDYtBOhGzilI+phXTsMgeoA2s8WmkiCEewUiC2zW0aMICAKPBwH32asVevTn0NpIZycf69av/Tzxy1V9CgIBkJoWDF/9FlfdQG7Zf1FMTFkCitW7542uW47/+55vw3Nc/g7/8k96qzKc2GARenVio0upXVG3UsAewyCsAfDTsUoTFNVXqZ2WwZqzhyRnMxMprJogn0/zE01bjlVZmiUhnxJIsAsfPTSItD/goxxoASFPuuuTvTTkBqFyUy/nKqXGlwi4qk5kUIqnqdVhPRqfLbhQRBIEPV5ivocxP07A0p1O2LQ1NLOwbV+4HKzvc8zyyMtpUTBBIZ9J4c+gdAMD6xjVY7u5Gp7MDV7ZeBgB4Z+S9mvS2sozWeoq7Aki01jUGgwCrxVjVbWgpMvbKr6i0elSptGavwoM1uvyiNcGZBIKyPYQtc1cKi70CgHNlCillw4Vy1nctslLh4z1XQnWZ+Vm9TktFFSE2wUzZMV0uytWMxgqaHZUrIdWMlGPLlwDQWkY1iInWeSutIaq0ak233Ew1FYwv6N1m+axGgzZNWAxmW1Kj0np6+hN+fvuDruv4zzd3XA1AGid8LnCx4vdRk3qNuwJItBIVUuyAAb988rOb7LCZKj85mI1m2OUcyqVaaVXGNKlVaV3R7uSWj3KbsZQ+sVr3tDrt5qyPt0jRmkpn8OEZSQhdtaaV+8vLgfn2poLxsrNiGazSKkDIsc+UinIlxF9FX6tSbJZqD1A+Z7IIe4CrwVyV1aqlgFJ8LlRt/VjOLF65zKXp99HKYq9CcSRTlcVenZg8DQCwGa24vCVr09vQtJaPRv1g4nhF76E2UzE/X8UoZ9xzNaG9lKgIPls6GJvX/zatYnIAg1Vbl2qllVkDBGSnO1WK2WREj1y1LddnyUSrQTHqt5ZhFoHzw8Vd/Jw4P4VoXKoYfapMawBDWaW9UKFFgDVOeaxuGA3lr8B4FX5Y5QqJ3ozPSGLTY3Hz7NhSYBPBAokQEun8FwTMHtBIVVbN6FJcUA9MFLbgpDMZfCIfc9Z2ezXdJua1FwGM+4sbjlOIk1P9AIC1jZfm7HdWowXrm9YAAD6aOFHRe6iN8mK0kpHq1YBEK1ERrNIaT6QRmWfph2e0qiha3bKvdalWWpkHs9VrV9UmwiwCZ4eDZTXijMo+sWaPVZPIGrVhPt6hiQjC0YV9vEdPStmhTrsZ61eUl4fK6G7NVrYrFq1s4lwFflZAOtmyaVrVtAdwz12ZlSClD3aigK+VZ7SSn1UznHYzPHKCwNA8ecgXR8M87H9Nj1fTbVKmfVSS1Tod82NEHhW8oWntnPt7m9dL7zEzUdULwNko92s1z8l6UPtnFKKmyclqnccioIVoZZXWWo0U0RpWae2qMJ91NkzEBSOJokf0KhmelETrsmbtPGlqsm65JDxFAP0LjFRNpjJ4T/azfmpta8WiXGrGkj6nykWrH0BlflYG20+reaJl073KndbTkjOStoBoDVNGqx4wX+t8zY4fK/a9Nd3aCqlWr40PFil26EE+Tk59zG/nE61rvKv57TP+c2W/j9qwlU+TwQSnuT6O0wwSrURFFDNgQBRFvpOoMQ2L4bbKorUGI6+SmRT+17lf4/9660m8cuJnfKlTLTKiiMEJFneljp+VsVrZjFXkkrmS4UlJTHc01XYTFqOnzQm7VfKenbo4/xSoDz6Z4NaAaza0zfvYYmHNWJUmCDB7QKWVViAbezVdJdEqiiImo9J30Wwvr5rdZG+CIEuTfM1YoiiSPUAnlss2mHPDIaQz+TvpT1yQvu/uVgccNm1zQ80mI6+uj1fQjHUucB6AtM+15unCb29o46LwkxoSrcoikhpRiXpCopWoiCbXwqI1mopxT5manlav3GwSTkSQzqg/Q7oSXur7Kf753K8xEZ3E70aO4b+895yqQxDG/VEkktLBX63kAEZ7UwMXcWdLHDEajiYRmpGW2Jc114doNRgErJUrO/1y9moh/vWDIQBSQPn65ZVZAxisGWsyGCvKnpCPVCaFUEK6iKkko5XhrfKY5FAigoSce1nuSFqzwcR/j3z2gGg8jXhSOm6QPUBb1nR5AUhxeANjcy0CiWQaJ2XRetlqfRqDmEWgEnvA2aCUCrDKszzv/YIg4BLvKgC1Jlr9ANQ9H+sFiVaiIswmA/crFbIH+FUeLMBgnlYRIkLJ0icaacXpqU/wwXhut2gwEcLLJ/67amHtygN/peNbZ2MQBKxeJgmpUhMERiazuYf1Yg8AshYB31iYT5mbzUQgir5zkvi54fJlqo2nXaHIo2SRP6Xijwd5N7AqY5L5VKzqDBiYiGQro+WKVmD+BIHpUPZ4RfYAbblUsdzfP+Cfc/+pi9N8uMeVl+gjWlkzVrn2gJlkFCORUQDAKs+Kgo+7VBatQ5ERzCSrl3ushHlavSqsyugNiVaiYlrc82e1qj0Ni5Gb1Vo7zVj/eFaaN+00O/D0H+7Grcs/AwDon/4EZwMXVHmPQdkbZjIaNAnwZ81YF0YKL+flY2gyK6brpdIKAFdeKp0oRQDv9ecf+3n490MQIaU13HjFMtXeu6fNUXEzVs5gATUqrfJrJDNJzKTUmRpUCuMz2cpoJaKVJQiM56m0KqdhkT1AW5x2M4+++nhg7urNB3KEnN1q4uONtYbFXo37Y8iUcWF2Iejjt1e581daAWCl4r6LocGS30cL+LhnFe16ekGilagY5mstXGn189tq7iTunKlYteFrHYmM4Zy8ZPTZFTfBbrLhcytvhc0ofUaHBn6ryvuwhobOlgYYDervxquXSd9TIpXB4Dwdv7NhlVan3QxXQ+kxRdViWbODx4YdOzU25/54Mo1/eV864Vy1pgUtHvUuFMwmIz+hly1ac/Yxb8Xb1JgzYMBf+IEaMR6RRKYAAV5r+ZmzrIlrMjY1ZypRzmABqrRqDmuuOn1xGplMViSmMxm8e1q6ULxsVZNuiSMsnzmVzuRMRiuWc0GpAGESjOh2dRV8XLdzGQyC9Dv5akC0JtJJhJPSMZ3sAcSSpGmBSisbLGAzWvlAADVQVlprJUHgvbEPAEgn22s6PgUAsJms2NK5GQDwwfhxBFWI6GLJAT0qN2ExlJOxzpYwKYpVWjvqqMrK2LReaqw6dXE6R9AAwJsfDfNIt89u6lH9vVk27kAJFwhKmLA0CUZVuoG9OQMG9G/GYvYAj9UNkxzQXg4sQSCVSc3Z75hQsZgMcNjKfw+iOC6XvaqhmSROKxoeT56f5pP9rtvYrtv2tHmzx6hyLAKsatrl6uRDBPJhMVqwzCH9XhdCAyW/j9poZdfTCxKtRMWwrNbQTJI3NijRIu4KAGwmGw8dr5Ws1vfGPgQArGm8BG6FqN7SeQ0AICNm0CdPUCmXZCrNs1C7NBKtHoeFf6+l+Fp9Y9okGujBNRvaIAAQReCXv8vaOBLJNP7xyHkAwPJ2J9Yt96r+3uzzGp2eybsPLcS0Yh9jVZ1KyBnlWgXRyuwBlQafNyvismYneLC4K6/LWncd1PXI5aubYLdKedJvnxzlPz/SNwIAcNhMuFwnPyuAHFtVOc1YAyGpKbPH2bngY5e7ugEAF4O1IFr9/LYaqzJ6Q6KVqBhl7NVUnmrrtEaiFaitqVjjM5MYlo35n2q7Iue+joY2NMvevBOTpyp6n+HJGTALltpNWEpY9FWxk7HC0SSvUPaonGigB8uaHdgsx1gdfn+IR3f9r7cuICALnLv/cLUmAod9XqK48KjLfGQzWr2qbI/NlF0VqUaCwESEidbKEhpyBgzMymqluCt9MZuM+NSaVgDAsVPjiMZTmAzE+LCOaza06zqMxGEzcRFdaqU1nIhwS8581gDGcvkxk7EpvjRfLep5sABAopVQAdaIBeT3tWpVaQWk5UOgNiqtp6ezQdO9zety7hMEARvl6Sgnpz6uKKJL2ezUqdL41nysUkyKYtmk8zEwlk1w0Mq2oDV33bgKBkFAKp3Bk6++h+f+53FeZV3b7eFLnGqjvPiYL4C9EOwEqmY3sDJBQG+yldbKRKvD3ACbURKlsxME2AUWJQfoxw2XSw2MM/EUXn/zHPa9eQ7pjAiDIOCPN6tvu5kPQRB47FWpo1x94aw3tce1cKW1RyFsh8LDJb2X2tTzYAGARCuhAspK60SeSqtfg8ECDI+c1VoL6QGnpj8BALTZW/KebJmQjaaiOK/oPC2V4QnJGmC1GDU94bJKqwjgfBG+Vp9CtKo9pUsvljU78KXbpMk2wZkkb8ryOCz4yzt7NVtGdjsscDVIger5ciwXgvnG1Wx0ZPur3p7WWCqOcEL6DCq1BwiCwMfAzh4wwNIDqAlLP9avaOSRVgfe8eG3H0oCbstlHWivwjASFns1VuKAAWYNMAgGdDoWThJhnlYAGIqMzvNI7annwQIAiVZCBexWExrkMPrZldZYKo5oSvqZFpXWWpmKlREz6JdF69qmS/M+Zo33Ej6h56w8SaUcWKV1WVODpgedlR0umIzS659eYLwpAPjkCmGb186HE9Qjn7mqC39550Z0tTpgMgq4bFUT/vMXruINh1ogCAL3tZZaaY2nE4ikpAuZSkWekmyl1a/aaxbDVCzbpFNppRUAt+VMKWwOqXQGIbn5h+wB+vKFW9fkNL61N9rx+T9cPc8ztCMbe1WiaA1LorW9oRUW48LTu2wmG/9bHg6PlLiV6lLPgwUAoH7PLERN0eyxYWYsPCdBIKCo0mixk/BKayKEjJhRpQmlHIbCI4jIwdHrG9fkfYzNZEW3cxl84aGK8lqH5VgpLa0BAGAxG7G604N+nx+nLkwDfzD/432jchNWHfpZZ3Pdxg5ct7FD1/fsbnXi5IVp+MbCEEWx6AuSnIxWFe0B2alYgZK2p1KmouqK1iY7E63Z1w2EE2ChS2QP0Jf2xgbsvv9aHHzXh0Qigz/9w1Waj20tBLMHhKNJzMRSaCgyRWJIFp5dzuLzmpc52jEVm+Z9D9WingcLAFRpJVSCdZrPrrQq/XAeLSqtciNWRsxw0VgNWDYrAFziXVnwcas80n1nA+fLmjSUSmcwOiX9nnqE96+XO+XPDAXn7WqPJVLcHrBqmavg44jCdLdJFyHhaJJHABWD2hmtDCZaE5kkXy3Rg0mFuFRDhDfLsVeBeBCpjOTNnlJOw3KTaNWbRpcVf3bTpbj3j9dWTbACWXsAUHy1NZ1JY3RGypVd5ij+wrZTfuxwZLQqU+YY9TxYACDRSqgE87XOTg/wa11pVQ4YqGKCwPmAJFqbbY05UVezuUQe9xdORjAenSj5fcb9UaTlYG6tK60AsGGFVKVKZ0R8MljY23huOMSnylyq00SbxYYycaGUvFZlN7Ca+5inSlmtbBnfYW6AzVS5oGSWCREi/6yUK0JNLu1sH0RtU45oHYtOIC1KF/CdjuJzZZmvdSYVrZqdrd4HCwAkWgmVYJXW6VAiZ+ynXxaSJoMJDrP6lUGlQKxmgsB5udK6cp5xfkC20gqgLIuAMg6ps1l70bq60wOLSTpMfHRm7vx2xifyPHGjQeCpA0RpdDY7wFbglU1tC8EqrRajRdXhHd4qXRBOyvYANawB0us0ZV9bjr2aDkpNWEaDAI+jfia3EerS6LbyEcrFZrUOKTypnc7iK63LnFmBWy2LQL0PFgBItBIq0SJXWjOimDNNSOtOReWJtVpZrdFUlC8XrXTPH9vSZPPCZZYqauXMoR6S/awmowEtXu0rRGaTAb2rpJP++x9PFFzW+liuwq7ocMFiNmq+XYsRi9mI9kbpwm6whGYslqPaaPWquo9VayoW854229URrc0K8cteeyqYjbsyGOqvg5pQB6PBwFcJi620MsFpMZhLurBqs7fy2+Mzpa+yqUG9DxYASLQSKqGMvVL6Wv08P1Kb6pvdZOdjHqtVab0QHIAot3WslJf/CyEIAnrcUmZfOdNRhuVKa0eTHUaDPrvv1XIg+Jg/isE8wfepdAZnZNFK1oDKYE1svhJEK1tOVzM5AAAaTHY+ntJfx5XWBrMdNqNsX5JFK7MHNFET1pKn1Nir4YhUaV3m6Cip8ddmsvKVwdnxa3pR74MFABKthEo0KwcMKPxi/li20qoFgiDwqVjV8rSy+BMBArpLGOk3EB4qecgAi7vSw8/KuPLSZr5s/d7p8Tn3n7o4jWhc+j0uW9U0536ieNiQgaGJGWQyxTVrsGZHtT1qgiBwX6teHrx0Js33Y7UqrcrXYk1erBFLyxgzoj7IDhgoVrRK2c3LSvCz8vfimcHVqbTW+2ABgEQroRKuBjP3PuZWWqUTkJpRPLNx89ir6ohW5nFqKzKzj430S2aS3FZQDBlRxMgkSw7Q74DjarBg/XLppP/m8WHecMV4r186ANutJqxfoZ7QWIp0yRcjqXSmqJOoKIrZaVgaLPexFRK97AHT8QBftVCzcsyqtqyKy+0BlByw5GGidTIYQyqdmfex6UwaE3KVtL2hdd7H5n0vewsAaeR3Naj3wQIAiVZCJQRB4FULVmlNZlIIJaVlTi2XIjxswECVpmINymP5uoo05bNKKwBcDBVvEZgMxJBISQdVPSutAHCjPH5x3B9D/0U//3kmI+L3/ZLwvvKSZl1nhy9GlN/rUB4rxmyiqSgSaTkkX4MLQ5aDHNBLtCoyZ9UUrdkBA9OIJ9MIR5PSz6nSuuRpkwcMiCLm5IzPZjru58kBbQ0tJb9Xa4NUaZ2ITiIjzi+QtWCa+9/r0xoAkGglVIT5WlmlVblcr8UIV0Y1K63pTBojsjG/mHF+gCTg2dIMGwdYDEoRo0dGq5JPr2vlU64O/T7bQPZu/zgCcqbop9eVXnkgcmlrtPNuZmYFmQ9lDrIWuYt8wIBO1puciDwNKq3+eAATwWyeM8VdEa3K2KsFfK2jigaq1nJEq2wPSIlp3ccjA8pKq1f391YLEq2EajTLS20T8tJbbryGdjFIvNKaCOke2jwWnUBKvvIuttIqCAKfpDIYKX6kHxOtBkHgXeZ6YTEbccPl0u937NQYBuSpTf/8lhTb1eKx4ao1pR/EiVyMBgM65AuSfE1vs5lSOYh/Nmy/DSXCJfuvy4FZHYwGI1wW9SarsUqrCBG+qawlp4nsAUueVkUKy0KWnDGFnYst9Zf0XornVMMiUO+DBQASrYSKNHukK9apYAyiKOqWCceWMFOZFKKp0mZIVwqzBgCljfRjjx0KDxcttJmIaW+yw2zSf9e947oVsJgMEAG89MtT+O8HP8aFUcmScfu1y3VLM1jssPzdYuwBOYMFNPC0skYsESKCOqRzsN+nye5VdSRzk6KpayCgFK1UaV3q2CwmuOWs3oWyWsfkSmuj1VtU/8JsWuRKK6B/M9ZiGCwAkGglVKRVtgckUxkEIgkuWg2CYd4pUZXiVoag6xx7xawBVqOlpIieTlm0hpMRBBPFxRsNylOSunT2szK8Tis+u1nKoT03HMTBdyU/blerg3teicph3+/w5MIJAqwy6TA1wGpUPyRf76xW9h4tDeo29DUrBgyMR6QBAxazAY4iZ80TixtWbV0o9ooJzXL8rIAUv8asYXrHXi2GwQIAiVZCRVpnjcRjcVcei1vVqslsPMqpWDrHXrHu//aG1pK6MbsUM6uHFNXaQmQyIoarEHc1m7tuXIVrNrTxfze6rNj+v19BAwVUhH2/yVQGE4H5T6KsMqmVZ1xp69HD18pEeJPdq+rrNpjsXNRPxeUcWJetbjuoCXVpKzL2itkD2spIDmBkY6/0Fq1+frteBwsAAF1mEqrRMku0TovM9K3tWE9PlcZNAtnlolIPYh2OdggQIELEYGQYG5rXzvv48UCUJwd0t6rn9SsVk9GAv/yTXly7oR1GowFrezywWegwoia5CQIzaJvHv8xORFpFynlyRKv2lVbW3dzcoG7eryAIaLY1YSgygmAqAKCD/KwEJ5vVKlnb8l3MJNNJPsij3EorALTYW3AueFH3qViLYbAAQJVWQkXcDWZYzNKf1Lg/xmNytN5BHOYGXsnVw3fHEEUxe+VdoinfYjRzoaucZV2IofGsv7GalVYAMBgEXL22FVdc0kyCVQOUCQKDE/NbR3iEjUaVE2UIudYXhEmF505tewCQTRCIidIxgvysBIPFXsWTaQRnknkfMx6d5BnCpR7vlbDYq/HopK6Nw4thsABAopVQEUEQcqaLsJ1Ey7grINczq9fkHvZeiYx0gCtnuWiZQ1pmH5kZW/CxrAnLZBT4AZZYnJiMBrQ3SdXVoYmZgo/LiBnNpmEp0Sv2Svn6zRqIVjYVK2mU9iUa4Uowiom9UjZOVVJpZfaAZCap6/lqMQwWAEi0EirT6mGiNcKrnnosRTDRGtRxwIAy/qScg1h7gyRaRyPjC15xM9Ha0dRAAf5LAFZNny9BIJSI8KBzLT1qzN6j9YCBaYXnrlllTyuQrbTCFAMgUqWV4LTNsrblg1nBDIIhp7GvVKoVe7UYBgsAJFoJleGV1kiAT/zQQ7Rms1r1u3JVBk2XJ1ql6mwsHVvQ1sCSA6ptDSD0oVPOah2ejMwZm8vIaazQdOKcXGlNaCxaFdOwtKi0Mt+vYBAhWGI0DYvguB0Wbm0rFHvFihQt9iYYDeU3njJ7AKBvM9ZiGCwAkGglVKZFjg5Rikd9Kq3yVKwqVFpdFifsptKX7Dsc2S78UUXVdjbpTAYjU3LcVRWbsAj9YN9zIpXhE+ZmoxR5jSXErZUKa8byx4OaevDYSdUkGOG2qh+Rp4ykEywxasQiOEprW6HYK1akqMTPCkjxdOx8oWdW62IYLACQaCVUhu34giV7otVjOcJTBU/rmCLuqhyUPtjReXytY9NRpNKSWKhWRiuhL52KMb2FJmMxP6sAQdOEDvbaiXQCsfT8s9krIeuB92riuWtSWCgEa5RGuBI58NirAjFz2YzWysZVC4KAFrtkL5iMTlX0WsWyWAYLACRaCZXJJ1o9GkdeAdkBA/F0ArFUXPP3AxRxV/byDmJ2k42L7dFI4UrroCI5oKuVROtSoL2pgScIDBcQrWyEq8vihMmgXYpD7oAB7S4KWeW4SaNKkMvihCCf8myOBKwWyhYmsnBrW55KayyVtXCVM751NswTqxzDrCWLZbAAQKKVUJkWeSqWYJGEo8us7QmVoRwwENSh2prOpDERk66SK+kkZc1Y8yUIsEqb2WTgjW7E4sZkNPCUiELNWNnkAK+m26LXVCzWiKVVU5lBMMCUli76rM78sUbE0oWJ1kAkgXginXPfuKIiWsnxntEsW1UmdROtfn67ngcLABUMF9i/fz/27NkDAAgEAvB4PHjwwQexZcuWijboqaeewltvvYW+vj709PRgy5YtePTRR+F2a1+tIyrHajbC47BgxixVWrWOu2LkDhgIVbyEsxATsSneaFbJe7U72tDvPzOvp5WJ1s5mBwyG+o0qIUqjs8WB4cmZgvYAP89o1XYf8+g0FSvrufNq9h5I2AF7CEabdjYHoj5RRgmOB6I5Q1wmFQ1TbGm/Eprk+LVgIoREOgmL0Vzxa87HYhksAJRZaX3kkUewfft2PProo3jppZewd+9ebN26Fdu2bcNTTz1V1ob4fD7ceuutePHFF9HX18d/tmfPHmzevBlHjhwp63UJ/Wn12rk9QK8dxK1zpVUZd9VeUaVVErxTsWkk0om8jxkclwLmKTlgacH8y8OTM3kTBPSqtDpMDXy1RKvYq0Q6gUhSyqTV0nOXjEqjXEVT4fxbYmnSNk9WK+vyNwgGVfa3ZkVToB4WgcUyWAAoQ7Tu2rULBw4cwO7du9Hb28t/fvvtt2Pr1q148cUXsX///pI3ZNu2bdiyZQsOHjyIo0ePciHM2L59O4JBfUd0EuXR6rVx0aqX6dttcUGAVIUM6DAVi/lZBQhotjcv8OjCdDQoEwTmdpImUxnezUp+1qUFu0iJJ9OYmpUgkM6k+YQqrZf7BEGA18KyWrU5Bk8rxLBWv89MLIlkVEoMiCOs6zQiovZp9tjA+v9mx14xK1iT1VtR3BV/L0XOqx4WgcUyWAAoUbSyyieAHEHJYD97+umnS9qIp556Crfddht2796Nnp4euN1u9Pb2Yvfu3Xj00UcBAMFgEL/85S9Lel2iOrR4bNzT6rHoY+swGoxwmKWOaz1ir1iltdnWCHMFnt12R9ZaMJbH1zo6NYN0hpIDliKdzdnve7ZFIJAI8pGSenjUPBpPxfIrli+bNPp9xv0xiHGpmpZCEjOp/F3ixNLEZDTwRInZsVcT8hCAlgoKFEqaciqt2icILJbBAkCJovWFF14AgIK+1d7eXrjdbvh8vpKW89966y3s2LEj730PPvgg97O++eabpWwuUSXcHgGCQfJ72gz65Yoy750esVc8OaBC76zX6oHZIPmZRvL4WpVihUTr0qKjOZsgMLsZa0qZ0arDicjLs1q1sQdM69AoMhGIQkxkl4CVnyFBAEBHk/T3MTqdax9hlVY1/KwAYDNZ+TL9ZFTPSqtX8/fSmpJEKxOiGzduLPiYnp4eAMBrr71W9Ot+61vfmvf+yy67DADg9XqLfk2ielgbst5MMaFfFqJHxwED2YNYZVfeBsHAfa2jkbmVViZarRYjmjyUK7mUMBkNaG+SVg8GxnNFqz9nsIBX821h3nStPK2sUcRsMPEVE7WRKq3ZfUivuCGifmD72+hUVrSmM2n+t6JWpRXIVlsn9ai08mSO+q+0Fr2uGQwG4fP5AMwvHru7u9HX14cTJ04UvRFKb2w+AoFAUY+bjcEg6NZtbZTnwRtpLjysjmycTCpmgcmkz2fitcmiNREs6z2L/Q7TmTRfbmlzNFf8+y1ztmEgPISx6Pic1xqelCdhtThgMVOu5EIstv2wu82JoYkIhiYjOX8bgaS0mmAQDGhq8MAgaPv7Ntqlk10wEYZgEFXx9SkJJLPJASaT9Npqf4dSpTUrWgPJgG7HpqVGve6HzEc+GYwjLYqwmo3wz0zzpJh2Z4tqfzMtDU24GBrAVGxa07/DRDrJmxyb7d6i36tWv8OiRSsTrADmjZ9iglb5+EphaQL5fLTz0dTk0N107HZTjqZpMsVvJ+I2NDbqs6zd7mkGhoBgMlzRey70HY6Ex7mfcGVrZ8W/38rmLhwdeR+jM+PweO05AmRoQjrYXNLt1e1zXAwslv1wzfJGvHNiFEMTEbg9WbvAzFnpYqbJ7kVzk/ojT2fTHZIaBkWIEOxpNDao61UPp6WEjDZnM//u1P4OJ4JxQDTCmLEjbYgiIlZ2nCAWpt72wzUrspXUaEpER5sDvvhF/rNL2rtV+5vp8rbhvVGpCqrl3+FIKLuC19PSXvJ71dp3WLRoZdVOAPB4CpeYXS5F9FAwWHG+Kksi2L17d8nPnZqK6FppdbvtCAajSKczurxnrTI0LXkzxZQJvqEZTE/nz5lUG6soVVHCiQjGJgMlN0gV+x2emRzgt20ZR8W/n9vgBSBdEZ8fGebLvbFEilda27023T7Hemax7YfNTimiKZnK4PTZcSyTm7OGA9I+5rG4dfm7MKeyFcoLo8MweC2qvv5YSGp0cRqdCAajmnyHA2OSbcguOBFGFEP+MdqnNKJe90OnJVsw6D83Ca/dhHPjQ/xnllSDan8zTkEePR4PYXRiGhajuvsU4/zUML9tTtmL3n69v8NixbT2o4oq5Omnn8aWLVtKrrICQCYjIpPRN9Yknc4glaqfnVQLpmb8ACQ/68hERLfPw2nKXjBNRQJotjfO8+jCLPQdjoaz0VRes7fi36/Fmr26HwqOwWWSLvTOD2e9uZ3NjiX/d1UKi2U/XNaU9XdeHAnxiWhTvBu48r+/YlDuW5MzfvQ4e1R9ffb7eC0efoJU8zuMJ9OYCkqJJm6zB+HUOCaj04vib6SWqbf90OOwwGQ0IJXOYFA+d43Jx3un2QEzLKr9Pl6Ll98eC0+iw9GuyuvOZiKS9W67TK6St7/WvsOizQrK6qqy6jqbUCh7oq20yvrUU0/B7XbjpZdequh1CH1hnYpiwoaR6Rnd8hA9Vn0GDEzKI/2cZgfspsqbo1oVwwnGotkEgYGxML/d3aZfCgNRO7R67TDLHrRBRTPWtEK06oGWU7FiqTiicvyUV6u4K0WEUWuDvnPfifrBYBDQLk/GYs1YE/JggWaVkgMYytebiGrXjLWYBgsAJYhWlgoAYN6Qf7/fD6BywXrkyBEcOHAAL7/8ckWvQ+iPUrQmkhn4w/knPamNW5EJq+WAAbUPYnaTjU/0GlMMGPDJk7AaXVY47dqO+SNqE4NB4HmtA3KSRCKdRDgp3dZrTLJZccJTO/ZK+XpaxXeNKLrBl7mllY1QIoxkOlnoKcQShSUIjMwSra0qJgcAs7NatbuAWkyDBYASRKvb7ebClQnTfLBK6/XXX1/2RvX19eHpp5/G3r17Kxa/hP5w0ZqUps+MTOrjG/MoR7lqOCOdx13Z1LvybpOrrcrxsKzSqpyBTSw92CQ0Ns7Xr8w01TF3UascZD0yWlnuptEgoMebzVZWvjdBAEAHE62TM8hkMhiPqn+8BwCr0ZLNatVQtC6mwQJAiTmtt912GwDMG2d1/PhxAMANN9xQ1gb19fVh586dePnll0mw1iHRVAyxtOQdY/EyI9P6TJ4xG82wm6SlHS0rrcweoGZmX5udiVap0iqKIgZkkdJD1oAlDROto1NRJFMZnmkK6Ju76NVoKlbO76PRiXV0SjoGtXrtOSskNGCAmE27PGBgJp7CaCiIWFoaoazm8Z7BxrlqKVoX02ABoETR+oUvfAEACk678vl8PDGgnMYpn8+3oGBlY2SJ2kS51NdgkCqfyqBmrWHVVq0qrTPJGT7+Ua3pKEB2stZEbArpTBqTwRii8TQAoLut/n1IRPl0tUgXLRlRxPBkJLcyqeOJiE3FUnvAAKscW4wWftGpNiNypbWjqQHNimouiVZiNsuassfbTxTJAWoe7xmsWXhSU0+rH8DiGCwAlChae3p6uBhlUVRK2JjXRx99dM59Pp8Pd999N3bt2pX3tX0+H7Zv386nYwWDwZz/fD4fXnjhBZ7ZStQmStHa3OAFkOsn0xo3X8LUptI6oZhe0qyBPSAjZjAZm4JP0YTVQ/aAJU13a/YkOjgR4ct9Zp0bKzy80qquaFU2lWnluRuTj0HtTXbYTXZY5XghasYiZsMqrQBwYXqU39ai0sp8rVr9HSoHCywWe0DJkVe7d++G3+/Hzp070dvby32uR44cwZ49e/DAAw/krbK+9tpr6OvrQ19fH7Zu3Zoz3YoJ2mAwiLvvvnve99+7d2+pm0zoyLSictHpbsJ5TOkqWrWutCq7PLWotAKSRWBgTLJWmIwCbwwgliaNLivsViOi8TQGxyOIt/uln9u0E3n5YJXWeDqBaCqmSnIGkK12NmnkZ52JJRGckRqu2hsbIAgCmmyNGI6Mkmgl5uC0m+GwmRCJpTAix12ZDKacBA21YKI1nIwgkU6ontWq9L97l6poBYBnn30We/bswa5du+ByuXjz1d69ewuOWr3jjjtw4MAB9PT05DyGCdX5EgkYvb29JY9yJfSFnQRsRis6G70ApjDhjyGVzsCkwzg4txx7pVWllS3jGASDqgeBFnszBAgQIWJsZhy+cUkQdzY7dPnciNpFEAR0tTjxyWAAg+NhGL1+AECTtbwc4nLxKNM54gHVRCuL5NHK6jCq8NSzC0AmWqfJHkDMQhAEdDQ14MxQEFOxKcAqrappMSq5aZZVpcPRpurr5yRzaHRRqDdlDxfYunVrSb7V3t5eHDx4cM7P3W43jh49Wu5mEDVGtmrSiGXyhIuMKGLcH+XTfLSEnVhDiTAyYkb1Aw2LP2myNao6f91sMKHJ1ojJ2BRGoxMYGJOuuCmflQCkZqxPBgMYnIjA2eMHoF1lshDKizR/PKhKGLooipiWL3S1+n2UnnrWGc5O4FRpJfLRLovWcEYSfVr4WYFci9lkbFp10apsclwslVYq4RCqMqU4AXU0Z5e1Wfeu1jB7gAgRoUR4gUeXzoRG8SdA1tc6Eh7jET0Ud0UAQFeLdME3EYjyfUzvykmuaFXH1xpJzSCRkZbutfp9mD3JYjbAK4/FbZar1NPxADJi7Uz7IWoDtr+lDNI5RAs/KzC70qr+BdRiGywAkGglVIY3Vdga0eq1g1nu9PK1uq3KAQPq+1onWUarBlfezNc6EhkHGyK2aplrnmcQS4UudvFiSiLJRZ6+9gCHuQEmg7Q4p1bslXJ5Xit7wJhsD2B+ViArkNNiGkEN4/GI+qS7zQkIGcDC4q60qbTaTDY0mNhoZvVF62IbLACQaCVUJCNm+JVdk80Lk9GANq+0Qw5VYcBAQOVmLKmzXzqwqD3SD8hWWsOpEGBIQRCAlR2UVUxks1oFS3bFolnnSqsgCNx+o9a+lSNaNfp9hifl5IDGbFd47jQi/+ynEEuc7lYnBOsML7qoPQ1LiZYJAottsABAopVQkWAihLQoZYuyHbFTXmYZmtBHtCorrcG4uhWU6Vh2KVGL5aJ2ezZBQLDOoKvFCatFPd8sUb+4GyxwOywQ5MoPADTq3IgFqJ/VOpWTOav+iZVl2wLZYxEwa1lWw4xMoj7xOi2wu+L832rGG84mK1r9qr/2YhssAJBoJVREudOxk4JStIpszVtDbEYrLAYzAPXtAZOxSX5bS08rAAi2GazupCorkaWrxQHBmq20eqsQFq72VCxWCXJZnDAbzaq8ppIJfxSJlHSh2aXwh3usbpgE6YJwgpqxiFkIggBvc5r/WytPK5A9V2rjafUDWDyDBQASrYSKKHe62ZXWWCKN6VA87/PURBAEzQYMaJXRymi0eWESJM+gwRYh0UrksKLdxSutbosLZkPZ4S9lw7Iq1WrEUg4W0IJBxQpPl6LSahAM/Bil5TQion6xORPSjaQNFg0uqBjs7zAQDyKVSan2uotxsABAopVQESZajYIRbtlb2qmIudLLIpAdMKCNaLWb7Ggwqx/4bxAMcBq9AADBHsHqZSRaiSwrOlwwyJVWl6k6fxus0hpMhJDOpBd49MKwSpBWcVeD49Ixx2gQ0NaYOyKW+dInYyRaibkIVknwpWN2BGcSmr1PsyxaRYiqTptbjIMFABKthIqwqonX6uH5qMuaG8B6FvX2taptD2AZrVp1kgKAOSUtYRrtMzkePIJY2ZGttJoy1fnbYJ5WESJCycoj5aZ42oi34tfKBzvmLGtumDOkg4nWCaq0EnmIC1LRQ4zZMTimfnwiI7cpUD2LwGIcLACQaCVUZCpPSLjFbESrnCAwoJNo9arc4czgyQEamvLjEemzMtpnYDAsjogSQh1aG+0wWCXRmo6pM42qVDwqZrWmM2m+jzZpZA8YGJ/bhMVgvvTpuF+VqjGhDqIo6tL/sNA2BFN+6Xa8Ab5x7c5dStE6qWIz1mIcLABUMBGLIGajnIalpLvNiTF/FAMaXq0qYQ0qwURI1alYWldaM6KIwKQJggPIGBIIJyOLJhCaqJx0JgWYJV94JFidQ7dXkc5RaTOWPx6ECEmceDWoBCVTGZ4ckG9IB6u0ZsQM/PGAJjF2RPFMx/z4x7MH8PuxD2EymHBFay/+bM2dsKk0LrgUgokQz0MW4w0YGNfu3OUwN8BiMCORSapaaV2MgwUAqrQSKpIVrd6cny+XR5EOjEeQzmg/fYZdVWbEjGrB4bFUDOGkdALUSrQOT84gEc767sZmJjR5H6I+mVZUNqcnDVWpRrGcVqDySuu0wnOnhad1cCKMdEb6jFZ0zB3SoUwAIYtAdfnEfw5/c/QZvD3yLhKZJGZSUfxu+Bj+33efw0xSn8E0SpR/D2LcrmnBRRAETbJaF+NgAYBEK6ESM8koYmlp6XJ2pbVHFq2pdAYjOoxzVXYiK5dIKmFScTDRyh7w8YAfmVj2inhsZlyT9yHqE2UQfyxiwZhfn9HISsxGMxxyE2Kl9pvcaVjqZ85eGMlesK5ozyNaFRef1IxVPQbDw3j+g5cQTkYgQMA1HZ9Cb/N6AMBQZAQvn3hN91G7bFUNADKxBgxORJDJaHeRqEVW62IcLACQaCVUIl/cFaOnPbs05xvVfmSiFjPSlQcxrTL7+i/6gZQFSEtLv1RpJZQog/jFuC1HlOkJ27+mKzzBsuebBCNcFvWXL9nn0+iywu2wzLm/wdwAu7z0TLFX1SGZSeHF468glo7BIBjwH674Mr688Qt46IptuKHzWgBA3+Qp/HbwbV23ix3vTYIZSFkkq4mGo8ib7FpWWr2qvWYtQKKVUAXlUt/sTsVmtw0NVkmIXdTB1+qxuiDImQXK7aqEcfkgJkDQZClTFEWc9vkBCGgQpNenSiuhZJqd0NJGIG3G+eHqiFa20lDpCZaJcK/Nq5rvXMl5WbSuzGMNYLDfZYIqrVXhNxf/lV+c37P2T3F5y0YA0pL5n629C13OZQCA18/uRyihT08EAIzLFzHS34d0Ljk/rG5jr5JmeaVhOuZXraq8GAcLACRaCZVQLp/P7gQWBAHL5WrrRR0qrSaDCS6L9H5+tewB8kGsyeaFSYNQ93F/lA9faLVLk7HGolRpJbKwpUOz6AAg4PyIdifR+WC5kpMVilYmwrVYvkylM7x5Jp81gMEsAlRp1Z9IcgYHLvwGAHCJZyVulCurDLPBhK1rPw8AiKai+NWFQ7pt27h87O1wtsIjV+nPaihaWSEkLaZV6cNIpBN8sMBiSg4ASLQSKsGqLoXGMa7skBo4zg0HkdGhgYT5WtWzB8hX3hpZA6Qqq8Sqpg4Akj1Aby8XUbuwfcwpDxa4MBrSZV+aDTvBVjrBZ5JH5GngZx0NIZWWPptV80yWo0pr9fjXgSOIp6XQ/v99zZ/kbRa6xLsSV7deDgB4c+ht3ZqymGhts7dglTzkRctKK7MHAOpYBPKNVF8skGglVGEyZzllLpd0STt+NJ7GsA55rSz2Si17wERMjrvSqAmr/6IfANDstmJVo7QklswkVc+aJeoXduHU1iBdOEXjaQxP6t9Z3SRXJyuZ4COKIv99tEjj+NgnbZcA4JLOwpUmFnMVSoSRSGs39YjIJZFO4vDAmwCA9Y1rsMLdU/Cxn11xEwAgnk7g3wZ/p/m2zSRneJWytaEZq5ZJlfqLo2EkU9oUEXIGDETVEK3aNw5XCxKthCowz2drgUrkasWJ48yQ9kIs2yxSeaU1I2b4gUSruCtWaV3b04i2hlb+c2rGIgApiJ9dgLFKPACcGVRv7GOxNCvD0Ms8wQYTYZ6DqUVj48cDfgBSRnSDrbCdR7k/U+yVfvx+7EMeIXjr8s/M+9gV7h6s8a4GALw1fFTzqLdxRdOtstKazoia5bW6LS4YBSMAdRIEchujvRW/Xi1BopWoGFEUFxStjS4rmt1WAMAnOpxomU8ukAhWvMQeiAeREqWJOVqI1slADBMBKS5s3XIvWhta+H1jUWrGIqQTGfs77mlsR5O8L1VdtJa5lDkZ0y6NQxRFfoy5tHt+P5+yCkWxV/rBKqZtDS1Y37Rmwcdfv2wzAElQng9e1HTblIWC1oYWrFyWtZec1ajgYhAMvIF5Ml55pZXtlw0me1WGM2gJiVaiYoKKpbX5TkCXdEknED1OtI2KAQOVdp2Oaxx3ddqXPUit6/HCbrLBbZGWpKjSSgBZewogWVTYkrceqxazsZvssBmlE+FUmUJvfEa5T6l7ITgyNYPQjFTFXbOgaK28akyUxmB4GOeCFwAAN3ReW1Tw/ZWtl8FikHol3h55T9PtY35Ws8EMj8UNp92MNnkUuaa+VhUHDExp6BevNiRaiYpRZpgqq4SzYSfa4ckZzMSSmm6Tcixkpb5W5bKhFqK175x0gPE6LWhrlA6ObfLnSLFXBDA7J7iJXwAOTUQ035dmI03w8QIov9LKGp8sBjNc5rkjVivhxHnlReD8J22z0cynfCk/Y0I7fitXWU0GE67r2FTUc2wmK65o7QUAfDB+XNMG1bGZ7KohE9SsmU+PBAF1PK1++TVJtBLEHMYV0UyF7AEAsLpL+2UWRs6AgQp9rZPyycxusqHBZF/g0aWREUV8dFZ6/ctXZw+SbXbJ10qVVgLIXjg5zQ7YTDbe2Ahovy/lo7nCMPRJ3oTVrPqIyb5z0mt3tTjQ6LIu+Hh+gUgRc5oTS8Xxjlwpvbr1CjhLGCpxZetlAIBgIoQLwQFNtg8AJuS/A2UBZpWc9TsyOYNovPzEjPlQVlor9e1mK63eSjer5iDRSlQMWz63Ga1wmgsfhFa0u2AySn9yWvtavdbsSX26wtgrVhVqsTWpfoI9NxxEOCpVyq64JCv42Yl0IjaFdCat6nsS9QerArJKv577Uj6abCzftMxKq/z7NKtsDUilMzh1Udqm3lXFvTbb10ZpVUNzfj/2IWJpKY/6D7quK+m5G5vWwiQ3K3040af6tjHGFHFXDFZpFZEdWqE2TLQmMkmeXlAO6Uyap840U6WVIOYyLlcDWxeompiMBj6dRmsvXs6AgUpFq4YZrR9+Ip28jQYBG1dmT7LsRJoRM5QhScyJh9JzX8oHOxn644GyLqq0irs6OxRELCFtj3J/mg+W1jEZnaood5ZYmGOj7wOQjm+rPStKeq7NZMPaxksBAB9OnFB70wDMirtSHO+Xt7tgNEjnNpZMoTa5DY7lH/On4wGIkCq1ZA8giDzwE9A8flbGauYNGgoik9E2uqRRpRnp2SqXuidYURRx7PQYACk1wG7NRvPkxl5RBWgpk5tpmj2RMovA2aGA7kMG2AlWhFjySkYinUQgIQlttT3i7/VL+4rZZMC6Hm9Rz2mX9zURIsVeaUggHsLp6U8AAJvary5r1eqKVmnM60hkVBPr1HiB/gyr2cirracuaNOwp1b8mrI5kkQrQeSBeVrn87My1nR7AQDReAoXx7Qd6arGVKxYKsbzBNU+wfrGwjwc/poN7Tn3tdibIcgzr8nXurSJJGcQS0uRaDmiVW5sjMbTGBrXfmCHkpww9BKrQsoqkprDOkRR5KL1slVNsFqMRT1PuQxMFgHteG/sA14B3NR+VVmvcXnLRn77Iw2qreMzhfsz1i+X/ubPDAWRTKlv2fJaPdz+MF5BU+BkzjQsEq0EkUMkOYOZVBRAcaJ1/Qov2AX2yfPaRsywqViViNbc5AB1K61vnxgFIFkDPr2uNec+s8HEq1kjkTFV35eoL2bHXTHWKCqJJy/qG9ekHDtZqq91QqMIOd9YmOcdf2pt6wKPztJib4ZBkE6FtKqhHe/K1oAeVxevbpeK1+rBclc3AG18rUwsmg1meBR9EQCwfrkXAJBMZTRpfjQIBu7xriTJgjVhWQxmOMwNqmxbLUGilaiIYpMDGA6bGSvaJS/eCY2WWRgsQcAfL3/AwEROVUi9E2xGFPHOSUm0Xr66GQ6bec5jljml6utwZFS19y2GVCaFt4ffxU9P/Q/8rH8fTk72az6FhihMoQsnj8OCrlap8VHrC8DZOEwNsBotAEpPEFD+Pmo2irCLQIMg4MpLF7YqMYwGI78YoFUNbZiITuKcPBSg3Cor44oWKfrqjP88ZpLRSjcthzHFqiG7kGFc2uWByShVXPo02t/YRZwaorXJrn7jcC1AopWoiImZ0qsmrEHiY59fs1nOQFa0psV02QMG2HKRQTCoGh9yZjCAyaDURXvtxva8j1nmkMZ1DkdGdBON5wIX8K3fPY2/P7kHbw69g38ZeBP/vw9exMsn/jviNJu9KrATmMlgmlP92bBCEn2nfdNIZ7Tbl2YjCAKfJlVqViuLu/JaPTAb516slUMqncGbHw0DAK68tBlOe2mvSwkC2nJs9AMAgAABn267sqLX2ti8FoDkQf7Yf6bibVPChl7kyxu3mI3c3vbRGW0yfVnhpxJ7QDaj1avCFtUeJFqJisgup8w9oRZi40o52iOVwWkNlzVzfXflvQ9bLmyxN8FoKM4jVwysKmQxG3BVgapQpyxaY+l4xQMSiqFv8jSe+f3f8eqy2+KCzSjlXB4bfR/Pf/AjEq5VgKdX2JrmVH/YBWA0nsb5YW094rPhYeilVlplu0Ozin7W9z+eQFCegvWHV3aW/HzW+Ehjk7XhvTFJtF7iXcnHlZZLj6uL52Wfmvqk0k3jiKKI0RnJiqX0OSu5Uo4lvDAawnQortp7M1jhxx8PIJEub2jIlHy8WIx+VoBEK1Eh44r8yNkn1EKs7cl2yv/+Y+2W45RLqeVO7mGVFxb2rwbJVAbvnJQOjlevaS3YMLLMka3Aam0RGJ+ZxEt9ryKZScFsMOPPN2zFt2/4Jr59wzdxddsVAICP/WfxUt+rmk6jqWUyYgajkTEMhUf42GI9mC+9Yl2Pl0fxfKhR9acQWf9daY1Y4/Lji7ETFUNGFPFPb50HADS5rbh8demvy0RrKBFGNKXukvNSZyQyhsGwVAX/dNtVFb+eQTDw6KtT0/0Vvx4jmAjz/owOR1vex1yhKDCwoTBqotwnyom9yogZnubRbCXRStQJeooK5mktpaHCZDTwIP3ffzyuWVyP2+Li3ZiTZUaIMI9buY0D+Xj39BgfKHDDZR0FH9fe0MovBIbCI6q9/2xEUcQrJ/cgmopBgICHr9yGa5d9GgbBAJvJhq/0fpH70D6aOIl/PvdrzbalFhFFEUeGjuKbb34bu99+Gt9+57/gsd/uxj/070MspX61ZTb54q4YdquJN4hoeQGYj1a5GjUd9xddFRJFUTENS51K63unx3FxVLL/3HHdChgMpfv42hXLweRrVRdWZRUg4Kq2y1R5zfVNawBI31W5q2izGY5kj7HKgoGSjqYGtMujtllShZoo9/FyfK3BRAhpUUo2IHsAUdMk00n809lfYeeR/wePHPr/4q9/+wT+x8evIxDXdsmQHeALLacU4uo10uP94QTOaRSOLvlQpavNciqtM8koQknpZNhWRAZtsRz+/SAAoNVrw8Z5pvaYjWYuDLSstP5+/COcCZwHANyx6lZexWAYBAPu23APDwM/cOEQLgR9mm1PLZERM/jpqZ/j1VP/gGAiuy8l0gkcHngT/+W953J+rjaJdJKnXxQSeVetkS6oBsbDGPfrVyVU7hPjRY5A9ccDSGYkgatGcsBMLIXXfvOx9HoeW1nWACA3F5l8rery3tiHAIA1jZfAbXGp8prrG9fw22pZBJQpLe0N+SutAPApOeml79wUZmLlLeEXotnexKMOy/G1KgW8MuFjMUGidREQiAfx/773HH55/qA0txgiAokgDvl+i++8819wWkXfj5JQIswzTDsKXJkW4vLVzbCYpT+/N49rV0XkorWMSqvS36ZWpfXccBD9A5II+cxVXTAs0N3ZKX+uQxFtPqOMmMG+M78EIHkMP7v8pryPMxtM+IuNX4TVaEFGzOC/n/r5krAJ/OKT/4Ujw+8AkE5kX974BfyfV/wFz4scDA/jh8d/otmo3fHoBM+2LHQiZReAgL7VVqVlZrzI6uTITFYYFFqCLRZRFPHTg/2Ykhsat/7RpXy0bal4LG5Y5DQEqrSqx1B4hF9wf1q2GalBa0Mz90SfmlLHIjA8I21nk60RNpO14OM2r5f+btMZUfX9zWww8Qbiciqtuckc6kY01gokWuucYCKEZ37/d/CFpOrdpd5VuGv153B16+UAgHAygv/60cs4L8eNqInyyrTUE5DdasKmddJz3j4xgnhSm5M+892Vs4Q0GsmK1jaVROv/eusCAMBqMeIzVy1cFVrmlOwDI5ExTUTi++PH+cHxT1bfNm83d7O9EX+y+nYAgC88hPfHj6u+PbXEsdH38RvfvwEAVrqXY8em/4RrOj6Fy1s24j9c/mXc3H0jAOAT/zn88vwbmmxDzj5W4G+wyW3jMXLvf6xflbDJ5lXkmxYpWhW/T6X71K+O+nBEvuC9ZkMbPr2ufBEsCALa5VUNympVj2MjkjXAIBhwlXxOUov1TdKK0OnpT1Q5Ng6HJdG60LlsRbsLrV4bAPDeBDXhCQIzpYtWVp21GMyqVbVrDRKtdUwincB//eBlvpx1+4o/wvar/wP+eOXNeODyL+GhK7bBZDAhkU7ghY9eUb3BYGQmu2TdMc9ySiFuvHwZAKnz+dgpbQL0WQ7kVGy65AMby+yzGa2qHAAujoa4D+rmq7vyZrPOhiUIJDNJ1UdMiqKIX184BED6nD5VRCXkD7qu45/pP5391aKttk7H/Pjvp/YCkCar/Z9X/AXsJhu/XxAEfP7S/w2XelcBAH594ZAmy8qsm9lsMM3bdc2qrf2+APdLa43RYOQn2NEiu+7ZZ/T/b+/M45q60/3/OUkIa8K+E1xAUEBExQ2rtWoLXbR1ae1e7dRO78y03vsbvL+76cx4f/fejjp3xt6Zzoy2tbedttCFtnYRWrXaVlxwh+CCbInIviQssiQ5vz9OzjEghOwc9Hm/XvZFycnJIc9Znu+zfJ5g7yBB59VejCYT9v1YjfxDXAYpOtQPz+VMdWhflvBOtGU0mHAclmVxquEcACA5OBEBcn+X7j/ZXCLQNdCNOidr/lmWRYM5IjxSPSsPwzDCBEN1dRs6ulxb1+6MVqulZNftqNEKkNM6rsm//BlqO7nawnvjl2BFQs6gDv60sGl4ZtpjALhasoKKL136+XzUJFCuhJ+Xr93vT4oPQmQIN7Gj6KTWLVqkfKTVwBrtrj0UlANccANgWRZ5B7naO28vKbLnqGx632AFAdeWCFR0VEJjjtAvjV9sk6SXTCLD/ZPuBcA5VCcbzrj0mMQAy7LIu/wpeo1cY9rzaU9CIQ+4ZTupRIonp66FjJHCwBrxScUXLj+Wm+dguFV1jgyz02piWVyo9GCJgB8fnbTtMxvN9wxHSgNu9Bnw3dk6bH3zJD77sRoAEKzwxqa16YIaiTPw11pjT7Pbyj3uJDS6OuH8tWVBbC/JFrX3l9srnNpX10A3ug3cSO1ov9FL3RaaAy4mlsUxtWvvy+F+nNPa6kCgpcWBxujxBjmt45QzTRdwvOEUACAjPA0rE3KG3S4zMkPo/C6uL3FpAw3vtI62Mh0JCcMIztu15i6oa1wbSQQGT9yxN1LZZOEwOMupy824pOkAANw/Px6BASPXTFkS7hsqKCBc73JtM9a3tUcAcNONFkTPsfl9cyNnCjW+X1d/e9s94Esaz6Ks9SIA4B7VXZgcOHHEbSP9wrE0fjEAQN16CVc7ql16LPxDf7SaalVEAMICuUjwqUueS2/zda22ptT5KKY9mZnahk68U3QZv/zTUbxbdBn1rZxzMSlagX99ZjYigl0zqjLGXIpjMBlsbiwjRqZYcxoAVxowI9w1qgGWBMj9ERfAlVhdbneub8MyIGBLf0ZUiB8S47ja0x/O17tUAYd3OI2sEe3mQQG2wpcHuEpOToyQ0zoO6TX04eMr+wBwabanpj5qNQqzdspKQST+k4ovXRbR5B9AkU40VGSlRUHhx6XJP/uh2uXR1nALVQNbm0UArkGJ395Zp7W7dwDvfcs1C4QqfZA9N97m90olUuH7dWWktbG7CeVtlwEAi+Oy7ErVSiVSPDjpPgBcNODEbRRt7Rm4gY8ruGsrzDcUKyZnj/qe+yYsgb+Mc5z2VRa67Fh4XVjAejczwKUs50zjtimtakVnj2d0ZHlnumugG1393Va37Rm4IWQ7Iv2tX1NGE4ujpfX4zdsl+M3bJTh8tg69/dziSBURgA0PTMW/PpOJEKWP1f3YQ4x/tPCzs+nmOx2WZXFMyzmtU0OmwN/LNQuLoSSb61qvdlTDYDI4vJ96i1rraBufZ4vTOYe5oa0HZVWuC7hYOpz2KAjcMNwQGqPJaSVExQHNYej6OZmox5NXjZqaV8gDcN+EewAAlbpqp1elAPeQ4qV4HI20AtxovAfmc1JKVdf1Lte+8/fyg695ekqTHdETXZ8e/WZpnkg75bwsYVkWe7++BH0350Q8l5MMby/7Jmvxda11LnRajzfcjIIsil1g9/tnRkwXIhLf1B66baKtBzVH0D3ARfKeTF4jdJRbw1fmi+UT7gbAXV9VZvkwZ+no0908B21YOC1I5c4To4lFiZtqxIfCNwoCwPXueqvbWsq2WYu0NrT1IHfXEfz1czVqGzgn10smQVZaFP7l6dn49YY5WJQe45AeqzVCfYMFe7tLreNOQdtZh4YuvjTAubGt1uDrWvuN/ahxIovI17MGewfBR2bbQmheSiSU/tz5UnTSdY3OYQ46rZbbUnkAIRraettxQMOldaeFJCE11LYGhHtUdyHAiyuEL6o55PRx1HXefEDxKRpHWTorFiFKLhL8/oEK9PQ6vmIeCsMwgoasPZFWy6aaiFGiQtY4dKZOcMQXz4hGmgPTeuIU3Pfb2N3kkklMJtYk1KKmhiYj0Nv+JjMJI0HOhKUAuJvlabOA+Hims78Lh679CABIDZ0qRHFsYVHsAvhIuYcdX3bhLJYDJWICRh5CwRMXHoD4CK729ofz9W6pER9KjMWCdbTo5LWu68LPsSPcM8qqWvGrN0/gqlkWLjLYF0/dm4T//sVCvPBQChLjAt3WYCJhJMIC3J3DPO4EeNUAKSPFjLBUt31OYtAkSM3lU84EY/gFlT211l4yCZbOigUAXKxtd9lIcl+Zj1BDb4+ShWX5W7gTgRaxQ07rOOPzyv0YMBkgYSRYnfiQzTdwuVSOe1SLAABXOipRpat16jj4BxADBrE2PFCt4SWT4ollSQCA9s4+vFN0yaU1Qnxhuz2RVsubhb2DE3hqGvTINwufx4b544nlSQ7tRxXA3RhZsLjWZT2aZQuX264KUfJ5UZkO72d25AzhuymqOTTulQS+qf1OWBTYUhZgia/MB4ti5wMASlvK0XrD+QcYH+2TMBKbdYIXmcX1axs7UemmoR2W+Mh8hLrx0Ry9a53cPSPUJ3jY7NB3Z+vwh48u4EafEVIJg3VLE/H/Ns7DstlxNiltuIJYPqvhguvsTsVSNSAlNMmhJl1b8ZbKMVHJlVs5o0deb6NywFCWz45DgC93bn743VWXPbf4TISlRNxo8BKNMokMwT6BLjkOMUJO6zhC03kNpxrPAQAWxsyzKfpiyWKLaNA3tc5FW7XmB1CkX7hNKdTRmJ0cjvkp3A3j5MUmvP/tFZhMrrkBCJHWG602R5/4buhAudLmdJElzR03sOujCzAYWchlErz0SJrdZQE8KkWs8DOvx+sMfAOfv8wPaWHTHN6PhJHgvolctLWhp2lc67Z29Onwfd0xAMDM8OmDvnNbWRS7AAwYsGBxrL7E6WPiG+8i/MIhk9jWHZ+VFgUfOXeeHTjlmall/H1otJQ67wgOl5n56lgN3i26DBPLws9Hhm0/XYAHsyZCKvHsI4qPALf2trlcIvBOoUavESYQZkZluP3z+IxIjV6DPgcyUZZDcux1Wv18vLAiayIAoLq+U5h26Cx8H4M98mu8BGWEb5jVHpfxzu37l92G8E0ecqkcD5plh+zBz8sXi+O4+sXSlotORRPqzJFWPnXtCp7NScakaC5VfehMHX7/4TmXaE6Gm2V5+o39Qi3waPArb0eazHTd/fhd/jnozHWs6++fitgwxzUK/bx8EWaebuKs03rDcAPnzc7l7MgMeNnoDI3E3MiZwtSxb2sPeyQl7Q721xyEwWQAAwYPTb7PoX2E+gYLM9GP1Zc4HXnma0T56J8t+HrLBDmekktNaGjrceoYbIFvYLre3TDi32w0GW/+PUPuGd+fv45PjlQB4Eaxbl0/B+mJrhnmYS+uXiAOB8uyuNRWgQ+vfI631R/gk4ovcK65zKlGIjHBN2Z6S+XIiHBfaQAPL31lZI0OqXfwGQDAtjKcodwzKxZx4dz9/aPvKtHU7vw1x0da23rbbXbE+ZI2ZyfNGYwmnChvRIW2w6n9uAtyWscJV9orcdE8rm6ZatGwupG2sFS1SHBUDmt/dGgfA8YBYQXobD2rJT5yGf7+0RlIMkuJqGva8Zu9JSirtl9k2ZJBM9JtrGutc8BhALhZ6L//8Bya2rkozeNLEzE/1bnyCeDmw9TZB+mZxgsYMD8c50fPdvq4pBIplpklnzSd13ClvdLpfXqalhutKL7OjWqdEzXT7pHEliyMmQeAi9yWt152eD9Gk1FQDrD3QZozNx5SCQOWBb446loJruHgy4P6jf0jCqI33WgRzjvLe4a2qUtQ1ggL9ME/PTULMU4s8JwlThEjzH7XuMFp7ejT4Y/n3sD/nNuDI9eOoqTxLA5pf8Ce0newtfhVXGhWu/wzPcmAyYDT5mzg3LgMh7JU9jJRqRKyfY7otfL3VAkjQayFgoStyKQSPP/gNEgYBn0DRvz5MzUGDM4tWC0dz0Yboq2WSiOODPrhaeq4gd++dwZ/3afGq++dgcEovpIvclrHASzLYp95Pry/l5/gJDiCQh6AOZGzAHB6lKPJ1AyHtuu6EFFxZaQVABR+cuQ+MVMocG/V9+K/88/jd3lnUXld59A+LWtSbZla1Nnfhc7+LgD2OQz9A0a89skFaBq59z4wfwLus0Peyhq803q9u8GpZixeNSDaPxLxijiXHFtW9Byhye8b84St8cTX1QdgYk2QMBKHMhiWTA+bBoUXt6DkHWFHaLrRAgPLKTLE2LlwCg30wWLziODj6kahA99dTFDeHJRRrRu+i9qys1tlvmfc6DPg9c/KMGAwwUsmwctr0l0qYeUI3lK5kF1xdaS1sbsJO0/9CZfMjpWP1AfxilhBLk3Xr8dfS/8XX1V/O24zFuqWi+gxl1XcPXG+Rz5TJpFhStBkAMAVB+paNV2cnaP9I62OsbbGxCglVi3mpuPVNnbi7f0XnbKhpeNpS11re6+F0ogDkVaW5STmfv3WSaEWPj0hFFIXK3S4AnJaxwGlLeWo1nMPg+wJSwUJJ0dZoloIgFsVO/Jg5SV9GDBCEbwrkUklePq+ZPzdI2lQmjVc1TXt+I93TuO1jy9A02jfQ9jPyw+B5jGslrI7I2GpjGCr02owmvCXz9W4Yk6pLJ4RgzV3T7brOK0xKZD7nk2syeEIUFNPs2C7eVGzXdaFLZfKcXdcFgDgUnsFNPprLtmvJ2jobhSUFLKi5zgtFSOTyDA/mmtuK229CF2fY81Qlg5TbID90Z8VWRPhLZeCBfD+gStudYJCfUIER52/Tw2lqqMGABDkHYhg7yCwLIt3iy6j0Vy+8OTyKVBFOJY9cjXx5gWiptN153Fbbzt2nd2N9r4OAMDy+LvxX3dtwf+dswmvLtqKjWnPIFCuBMAN7Piq+huXfbYn4UsDgrwDkRaR7LHP5UsErnXVC/WptqI1368cqWO35P75E5CRyAVIjqkb8d63VxxuzAryDhS01W1xWi1rX+2NtOq6+vA/n5Tiza8uorffCAnDYNWiSXh5TbooR8GS0ypyTKwJ+6q4WtYg70AsdkBTcyixAdHCyvT7umN2a2zy0ZRo/8hB89hdzZypEfjPFxfg4bsmwdebay45d7UFv95bgje/Kkd3r+31rtH+fLPI6E4r36HPgBHeZw2TWYv13FWu9CAzORzPZie79IKPV6iEtGW1g8oP/AOFAYO5UbNcdmwAN6CAT9F9qzns0n27ky+rvwULFjKJDDkTl7lknwtiuOliltJi9sI7rf5efkLNsD0EBXjjoQWc/nHFNR2+P399lHc4DsMwmBTIfVbNCOdmpXmxlBA4EQzD4IcL9Thezl2L81MisXiGazM2zsBnIJp6WlzSjNVv7Mefz++10NZejVWJD0JujupJGAkyIqbjH+e8LDQC7a85iB/qjjv92Z6kq79bmCQ3L3oWJB5souOdVhasXSVKPQM9aOnlpKKcdVolDIMXV6ZgQtTNvow/flLqUF8GwzBCmZItmsF8CQEDxq5hONX1evz67RLh2RUZ7It/enoWViyc5HIdZFdBTqvIKWk4K0QHH5x0r8Ppi6HcHcdFW9v7OnChpdzm97Esi2rzA4h/ULkTPx8ZHr5rEn77UhYemD8Bci/ulD1a2oAtb5ywec46HzGtt0F/kZfuCfUNGXVSFMuyyD94VZg/nTIxGBtXpLr8gveReQsRN0ecVhNrwol6rjRgWmgSAr2VLj2+AC9/LIyZCwA421Rq8yz6sUTbWYezTRcAAIti5yPYJ8gl+430C0eCefTr8fpTDkU5a83Rn3hFnMOLn/vmxAv1ofmHrqKlw33d8HwmoK674ZbGka7+buGhOjlo4qA61sgQPzzj4gWes0y0odzBHj6u+EJwPFZOzhGk0YYS5B2IlzNeFCTE8i9/Oq5qXE82nhHKxubHOF8vbw8xAVFCidLlNtvrWi2zVvFOOq0A15eR+3gGEmK5++u5qy34zd4Sh0rb4sz3e8tGsZEQnlk+wcJiaDROXmzEq++dga6Lu16Xz47Dr5+fi8RYcctlkdMqYgwmg5AmivQLx7wo190I0sNSEOwdBAA4fM32hqy23g7ozKMYPeG08gT4emHtkgT89qUsYfJPR1c//vDRBXz6fdWojgEfMe0cuFmvOhK8nJctTVhfFtfgW7O00KRoJX6xejq8ZO65rCabv+8qfa3djtCV9kohNTnfCW1WayxTLYaEkYAFiwPjINr6ZVURAK68Ids8KMFV8CUCDT1Ndk/qMbEmaM11dhOcqDv2kkmw4YGpYBigt9+IP31WhgGDeyaXTVJy56aJNd0yEazS4v/j/ePxl8+5OlaZVIK/ezgVvt7OKVi4GpUiVmhWdXa62cXWKzh6/QQAYEZYqjCZcCQCvRX4+YyfwF/mBxYs/rc8T2iwETMm1oTvrxUDACYp4x3qwncGCSMRlDvUrZdtvj/y56aMkQp62M7i7+OFzY/PxN3muvJWfS9e/dsZfFOiteu+zfeLtPd1jFrycM0ONR+WZbHvx2r85XO1UE/+0sOpePLeJIdlGT0JOa0i5oe644Le3UOTsyGVuO6EkkqkgvzV1Y5qm1ZzAHDFYupIggedVp5Afzk2rkjBK2vShRF6XxTX4P0DFVZvCDEBNzvCrYmgDxgHhJrWeKV1h+HIuTp8+gPXnR0T5o9/eGwGfOTuewDzi4TO/i67BiUAwHFzlNVX5ov0sBSXHxsABPsEYa65ye9Y/Sm7prl4mipdLcpaLwEA7om7y2E1jpGYFZEOuYSLeBy3U7O1sadZaLZTjXIOjkZCTCAeWcSVAtU2dOKv+8phNLm+I3hiYLyQlShruTjoNbU5Zewr88WJMz2ob71Zxxofaf80Nncjk8gQr+CirZVODGEZMA4g78qnAACFVwCenLbWpohypH8Efpq+HhJGgl5jH/aUveuQ/qgnKW+9LIwR5bN4noafDtne12HzGF6+1lqliHNZFhPgxpM/lzMVL65IgbeXFEYTi7yDFfhjQSk6e2yzpaXKhmWfxVCMJqOQQYwbxfFmWRYffVeJz37knluBAXL801OzMHea44opnoacVpHS1d+Nr6q/BcClCGeGT3f5Z2TFzBUiCkeuHbXpPbzsVqhP8JiOisuYEoZfrZ+D+EjO2Th4+ho+ODiy4xrlZ+G0Wrmh1XbUwWju2p6gUI24nbqmDe8Wmb8LpQ9+uS5DmIziLpKCE4Sf7Zn+0jPQg3PNXBo8MzLDpTfnodw/aTmkjBQm1oQvq8TZTGKpxuEr88FyJ9Q4RsJH5oOZEekAgNNN59FvtL2uzTIy64qU5YMLJmBWElfnduZKM/5UUIa+AddGXL0kMkwL4RpvSltudk6bWBPOm1PcE/0ScaCEiyCnJ4QKkSgxkhA0EQAnWG9vzT/PIe0PggTYmikrhPS1rZ+/OvEhAFzz6AeXCkStKMCPFlfIAzAzwvXPKltICUkW6v7VLZdG3d5oMqJazy1KeHu7mvmpUdi6PlPQcT1b0YKtb52EurptlHcCMQHRwt9jOQJ5KPXdjYLSSJxi5KZNlmXxyZEqFJ7kSl7iwv2x5dlMTIp2bamYuyGnVaR8UV0kNAE8mrTSLTVfAV7+mBM5E4BZ/mqUFISJNQlyLdNCksa8Di1Y4Y3cx2cK89YPnLqGj48MX4TvI/NGuLkz3FpX8NW2GuHnkSKt11u68fqnZTCxLHy9ZfiHx2YgWOHt4F9hO0HegYg0d4bao0d4svGsoJHJ1526izDfEKFm73TTeVEqCZxtLkVFBydmvzz+bvh5+bnlc/gSgRuGXmGggy1cbeeOje+0dxYJw+CnK1OQMpGrlTx3tQU7PjgLfbdro3fTzdPVWnvbhIVhZUeNcF+pueQHFtwAhOdypo75/cMafClOv7FfKNWwB31/J4rMUwcTgyYhMzLD7n0siVuIWeaFT0njGRyrP2X3PjzB1Y5q4XpaGrfI5ultriZA7i/UI5e2jt6ncd2i/nqyuQbdHUSH+uPfns3EEvMiTdfFDZ/56liN1YWIt1QuaIxrrWRCLR1aa81kXx6rxdfHOSc9NtwfuU/MHHOJOUcgp1WEXOu8jqN1XB3UnMiZbr2g+FSOLfJX2s46dA9wqb1poZ6TM7FGgK8Xcp+YKcjl7D+uwVfHaobdlpfnqhlBlge46bSG+YbCfxhnRt/Tjz98dB43+gyQMAx+tirNo2LoU80jC6+0V9o0cYllWcGuKkWs0x2ytpAzcZmQKv68cr+oIkT9xn4UVHwJAAjxCcZSleujrDyJQZMQap5kdtwOh4N3AKYETXaZY+clk2LT2hmYO41b9FRd1+PXe09CXTN6xMdWUkOnCuMj+c73o+ZzT8LK0FbHRXSeXD7FI4s8Z0gMmiT8LRdb7Res/7LqG8EhWpO4wiE7MgyDp6auFXSmP7zymdXSprGiqIZzzn1lvlgU57y6jTOkh3ETuKp1mlHl5ixVBia7udRN7iXFszlT8fKa6UJG7pMjVXin6LLVch3+fl1r5ZnFl/YFePkLsmlD+eH8dXz6PXdfiQnzx+bHZ0Lp5/z49bGAnFaRYWJNyL/yKViwkEvleCTxAbd+XpwiBolBnCjykWvFQkRuOM42lQLgit6TLVLVY02Arxd+uS4DUSGck/nJkSp8N8wMaN5pbeppEZzvoVS2civR4RpgBgxG/PGTUrToegEAT2cnIXViiEv+BlvhpV16DDdQa0ODT22nVhjX6+4oK49CHoBlZmfwUnsFztkRZXQ339QeFhrS1iQ+ZHOnrSNIGAnmmaeOXW6/ijZzfbo12ns70GqW4OFl6VyFl0yCF1emImcedx10dPXjd3nnkHewwiXlAtzgEi5zc+z6SZS2lONU41kAQH9TNMBKMTspHFlpnm3ScQRfma9wv7jYZt9ks7quemGhOC9q9qi18dbwkfng+bSnIGOkGDAN4C31e04NF3E1Gv01lJu/nyVxC90qgWgLGRFpADjpq9GyG/zEOpUi1uU17SMxc0o4frV+jjDW+8i569j18QXc6Bv+ucsHrJputIzYQMxrI6sUscMujs5dbcH/FnJ/a4jSG79clyH0g4xHyGkVGYevHUWVufj//gnLEOTtfvkJPtrU0acbsWnExJpwyjyeLzV0qtMDDlyN0l+O3MczEGpOd/ztm8u3yGHxsjwAhu3o1vXpUdfZYN528MqbNWuxXq3jpEuy56qwJMP9UcuhJAcnCuk3W5xB/uEpl3gh0+xQeILlE5YIqe2PK/ah19Drsc8eicbuJkHVIDk4ETPC09z+mfPNih8sWJuirXyUFQASg13rtAJcqcBj9yTi5dU3Iz7flGix9c0TKHdB1DV7wj1gwMDAGvGXC2+DBQvWJMHA9QSEKn3MagbiLQuwJMVco1ut19is18qyLAoqvgQLFl4SL6yYnO30cagUsVg15WZ96zvl+TZlWTzB1zUHAHAKHPzQmrEkwi9ckAbkgyzD0Wvow1XztZYa4tmsYWigD/756dmYNoEr1ymrasNv3zuD9s6+W7a1zLIOp2TRZ+wXyt344JMllXU6/OUzrpTN30eGf3gsQ/RZjtEgp1VENPW0YF8lN0hApYh1alyrPaSHpQidikU13w3bNFLZUS1EqOZ40PmxhxClD375eAb8fWRgWeDPn6sHTc+KDYgWHL7hSgQut91MF/ERTZ4vjtYIYugZiWF4dMng1z2Fj8wH08zSLueaSq2m3nsGelBiXmjMipjh0SiIt1SOdcmPAOAWQ3xT4VhhNBnxdnkeBkwGSBkp1k5xT534UEJ9Q4Rzqfh6yahNPXz0J1CuGDR+2NXMTArHb56fi/QErs67uaMXO/PO4a2vLjokhs4T6R+BByYtH/S7AW0SJAZfvPRwKvx83Nus6EpSQpMAcAv28tYrNr2nvO2yUPe/PP5ul2n/3h2bhdkRMwBwNdlfVx9wyX6d4VJbBUrNGt93x2bZ1WjmTvim5YqOqhGzG1farwrNSylm1QFP4ufD9UIsNGcdNE1d+M93T6NpiJZybECUMBmrchintVpXKyxgEgIHO631rd34w0fn0W+WtXplbboQ4R3PkNMqEowmI/528UMMmAYgZaR4ZtpjLpW4sgbDMHjAPHO9va8DB82doJYc0nJarj5Sb0x3k2SSK4gK8cPLa9IhkzLo6zfiDx+dR5uei/JxUjZcdNRSuovnklmUWilXCJNpAOBoab0gERIfGYAXV6aM6bSQDPNNuaW3zWpX6Y91J4RU4uIxqDWbHpaCGeYaM8sMwliwv+aAEJFYMTnbozqSi8xT7Nr7OoSJQcNhNBkFGa60sBS3O9XBCm9sWpuOF1emCFHXH0vr8W97juO4usHhWuQHJt2Lv5v+PAJ7p6CvfB6MjRPx2D0JSBC5aPlQVIpYIdN1uun8qNsbTAZ8UvEFAG7RsTz+bpcdC8MweHrao8K0rv01B3Cq4azL9m8vA8YBfHTlcwBcLeVo+rOeZG7UbDBgrGY3zjZzUVg/me+gYRKeRCaV4PkHp+Hhuzhns1Xfi9++dwb1rTcboiWMRMj6VZrluSy52sE9l2SMdNDf0d7Zh//OP4/uXgMYBnhpZSqmxAW574/xIA47rYWFhdiwYQM2bNiA1atXY8OGDSguLnb6gNy1X7HzWeXXwkoqZ+JSh+aNO0N6WAqSgrg61aLa74QpXADXbX+hhZOtWRS7wK11gK4gSRWE5x/gOpn5AQR89IhP+VXpatFjUdfKsiwumRsupoYkCg7DhcoW7P2acyS4h7x7tVhtIT0sBTKGW9AcHaF5rt84IAyNmBI0GRPG6Ma8NmklvKVymFgT3ip7b9TBDu6gor0KhTU3O7k9lcHgSQ9LERokDmtHlpar6KgS0tAzwlM9cmwMw2B+ShT+Y+M8odZU3zOA3V+UY2feuUEPUFthWRbqUikaLiTA1BWMhWlRuHfO2Jx/ziBhJEJ0U916CT0D1ksEvtP+iEazNvHKhPvhI3NtGlYuleOn6c8J59K7lz5yycQuR9hXVSjMu3844X74eYmnXCzUN1jIbhyrP3VLKcUNQ69QOjArcobHgkPDwTAMHr5rEp5czmXP2jv78Nv3z+Ja8837JF/bXqvX3nL/rOjgsoMTlPGClGFnTz9+/+F5tJqDNc/cl4yZSbaPdhU7Djmtr7zyCjZt2oTc3Fzs3bsXBQUFWLduHTZs2IAdO3Y4fDDu2q/YOaw9ikPaHwBwJ6irp/PYAsMweDTpYUjNBf97St+Brk+PG4ZevFv+IQDupunK6IE7mZ8ahUcWcSvYa81d2PHBWXT29CM1jEsFmViToDkLANquOmGQwzRzWvCyph2vm+uB/DwobTUafl5+mG2W0DnRcHrYersj144Kk8vG0mYhPsF4aupaAFyk8U/n33TJPHdbaeppxp6yd8CChY/UB89Oe1zoCvcU3CCPLADAlY7KER0NPvrjLZUjKdiz5ScKPzleeCgF/2fdDEQEcQ7Ixdp2/Oqtkyj4vgr9NjZqsSyLgu+rUHSSqxlPiFHi2RxxjWm1h8yoDABcFPWMlWhrR58O+831nZMDJ2Bu1Cy3HE+QdyBeSl8PL4kXDCYDXj//plUJP3dwpumC8LxKCU3Ggug5Hv18W8gyN5229bYLvRg8Z5tKMWDighjumg5oL8szVdx1AkDf3Y/t758V+ifSzQtYFixKLQZ3dPZ3CdFXXlVG19WH7RZO78qFE7Fkpud7L9yJ3XfvrVu3oqioCNu2bUNq6s1oQE5ODtatW4c33ngDhYWFdh+Iu/Yrdg5fO4qPKrg0S6hPMH6S9vSYrfxiAqKwdsoKANxUnl8f346txf8laC4+NOk+BMjHT03MiqyJuDeTi/Bom7qw/YOzUCAMgXJuCs+FlptafiXmVJtMIkNGRBpOX27C7/LPo3+AGzf5ytp0xIV7psPUFvh0f7+xH0euHRv0GqcR+R0AICFwojApZqyYHZmBe+OXAOBk0/58/m2PdEA3dDfhD2f+iu6BHjBgsCH1CYT6Brv9c4djcewCoTatsObgLa/fMPSipOEMACA9LE0Y+uFp0iaFYttP5mLlwomQSRkYjCy+LK7BljdP4GxFM0xWSga6bgzg9c/K8NUxrgwkOpQr1fGSiX805EioAmIRYx7nfEj7w4gNUAUVX6LP2A8GDB5LesStC6N4ZRw2pD4BCSNBj+EGfn/mLzhnpenIlVS0V+Kd8nwAXAnE01MfE+WCJCM8TagJL6w5KNSSG01GfKvh7o2RfhFjVhowHEsyYvH8g9PAMNy1tP39sziubkCUX4SgMc5nPAHgXHMpWHDX46yIdDR33MCr759FXQuXHblvjkooPbidsOvK0mq1yM/nTth169bd8jr/u507d9p1EO7ar5gxmAz4+Mo+oS5IKVfgFxkbPSa9MRKLYhfg/onLAHAOUY85KrYgeg6WqhaN5aHZDcMweHxZInLmcqoBdc3d+M93z2CSPxdJPddUCl1fJ4wmI0rM0jyzY6bjyOkmvP5ZGQxGE+ReEry8ZjqSVEFj9WcMy0RlvNAtWlRzEO29HQC4SNffLn4kRDMfSXxAFA+VhxPuR1Y0F/2o1FXjtbN7oOvrHOVdjlPafBE7T/8Jun5Oq3Fd8iNIM4vfjwV+Xr5CtLWs9eKgKD/ARcx5Xc+7x1jrUu4lxSOLJmPbT+YJAwmaO3rxP5+U4t/2nMCBU1o0d9wQal47uvpQeEKDf9l9HKcvc+nx+MgAbH5i5riW1gG4ewhfTtLY04wLzepbtilpOCvUvC6MnecRLeQZ4WnYkPokpIwU/cZ+7Cl7F/sqC2GwIlnoLKUt5Xj9wl4MmAbgJZHhxfTnEOgtvjG8AJfdyJ7IZSwbe5oFlYPv646hqYdTlcmecI8o7o2WLJwejZ+vmg65lwQGowm7vyjHR4crkRbK9ZFcbLsi6M+ebuTOuRj/KLQ0ybDt7RI0tnElbw9lTcC6pYmi+/tcgV3L+T179gAAsrKyhn09NTUVSqUSWq0WxcXFI27nqf2KEZZlcamtAgVXvxQimKE+wfhFxkZh+sVYwjAMHpqcjSlBCTjddA49hl5kRszAjPC0cXkBMAyDR+9JgNxLgn1Ha9Cq78XJH/wgTwMMrBGHtN8jwMtfqBWqKVfg8CWutjXA1wt//+gMTI4R55i7R6c8jFdLdqHfNIDXz7+F1YkP4UTDaajNzTxL4ha6dTCFPTAMgyemrkafsQ+nm86jWl+L/zjxO6xIyMb86Dkuiyy23mjD+1c+xpEaTtxewkjweNIqLIyd55L9O8N9E5bg2PUSdA504cPLn+Ef57wCX5kPegZ6BIH2eEWsoA861kSF+OGX6zJQcqkJHxysgK6rHw1tPXj/QAXeP1ABmVQCqYS5ReN1UXo0nlyeBG/5+I2wWpIZmYEvq75Be18HPq74AskhiYLkn0Z/DR9c/gQAdx9/JOF+jx3XrIh0BHkHYk/pO8IErgstaqyYnI200Gkuy9jp+zvxdfUB/Fh3HCxYyCQy/HT6etGcpyMxN2oWiq+XoFJXjaKaQyhvvQxtJ6ffHRsQjTlR4lTBmZUUjn9+ajZ2fXweHV39KDyhQVSMDxDHBbsOaI5geliKII/n1RWL3x8+D5YFGAZ4dEmioMV8O8KwdrSILl++HFqtFi+88AI2b9487DarV6+GWq1GdnY2XnvttTHdb3Oz+yI5Q5HJJAgO9kd7ezcMBi6FxLIsbhh60dnfievdjajW1aKs9aJQrA9w0kobUp8c8wjrncAPF67jvW+uoN9ggnzKGUiDmwa9buoKRF/5fAAM4sID8LNVacLAArHyRVXRsOnmCQoV/n7WS6JrmjOxJuyrLMS3Zr1UgOvgnR6WgtTQZET4RSDUJwhyqRxSRjrsQsnEmsCyLAZMBnT2d6G9rx1VOg0q2itxuf2qkDJTyAOwPuUJTDVLhImB4/Wn8O5FrkZ8WkgS1k5Zgc8rC4W0389mPD/m5RzDMWAw4uTFJhw4dQ21jcPfVxNilVizOAFTJzhXgjHcvXSsOdN0AW+W/Q0AMDV4Cp6cuhaaTs5h7R7ogZSR4u9nveT2yUrD0dGnw171+0InOcB19GdETMdk5QTEKWIQ6K2En8zXatmCiTXByJrQPdCN9t4O1Hc3orztCkpbyoUIboCXPzZOf3ZYTVBLxGLD9t4OvFqya9CIcn+ZH16Z+SLiFDFjdly20NHVh9371Lik6QAAeCWcgyx08EQ0dsALvRcWA0Yv+PvI8NLDaUid5JqBN562YXi4bVF7m51WvV6POXO4guvc3Fxs3Lhx2O1eeeUVFBUVQaVS4cCB0bXk3LVfAGht7fKYNNEXlUU4pPkRBqMBJtYEE1iwLCs8QIeikAdgZUI27oqb5/HGkDuZ+tZufPTdVZyuqYb31JNg5FxKljUx6FNnwY8NxoNZE3HfXBXk46AWj2VZfFFZhK+rDgrnWnp4Cn4y/Un4jPF0GmtcaatE/uXPhRGEw8GAEXR1WfM1ZYuoOsMwWBg7F6sSHxBdDTbLsnhH/SGKr986xGNu9Cz8ZPqTY3BU9tHU3oOr13Ro1ffCaGQRrPBGUnwQokNd811LpRIolb7Q62/AaBSH0woAb5W+jxP1Z275PQMGG9OfxuyoGWNwVBwm1oTiuhJ8UfkNOvp0I27HX0/MkP8aWROMrPVmuzlRGXg0eSUCvUfPPInJhu29Onxy5UtU6zSI8g/H6ikPIlbhWXUeRzGZWBw+W4eC76vQaWyDd2oxGOnN77O/OgXG5njMTg7Hk/cmITzIdSoOnrZhcLBt9w+bc3Ja7c0JQkrlyCdtUFDQLduPxX4BICTE32Mp7dON50eVRPHz8kVS6CQsUM3GwvhMyGXju95rPBIc7I9fJUagsS0D356dih+bD4AxypHgMwNz1yRhbmrUmEta2ctzIWvwyPR7cbWtFtGKCMQoIkd/0xgzLzgdcydPx4XGizimPYOSuvPo7Bss58KCFbp8R0PCSJAQHI/pUdOwdFIWIgLGvtRmJH6e9Qzkp2Q4XHOzgW5ubAZ+Pu8Z+HqJd6HBExzsj+TJ7pfQUSrFI6MEAJsWbsCbZ/xwsOpH4XdBPkr8bO5zyIgee+3qFSFLcX/KYpxvvIijtSU411COrv7BkmX21ryG+4UgM3YGlifcBVWg/ZFJMdgwGP7YHP3iWB+Gw6xZnoyVSxJxrLQehy+G49LAQZgYA8L60zBvxjwsmaWCKtJ9tcVisKElNj+ddbqbq7fAwJFFohWKm1+eXq+36oi6c78A0NbW7bFI60sZ63FJdxl9fQNgWe4hKmEk8JX5QCkPQKhvCKL8I4SoanfnALrh+OQZwjnkDPDgrKl4EDdTsVKpBD5ymSiiA/YjxWTfyYABaG+3X1tzrIj3noD4xAl4NOFhtPV2oKmnBe29HTCYDBgwGTBgns7GXU8MGPN1JQEDqUQKpVyBQG8lovwj4CPz5qIDAeKI8FjjiaQ1yIqah7rOeoT6BiMpOAG9XUb0YvzYzl2IKUo3lMcSH8FdUfNR2VGDQG8lkoMT4C3zFtU1N9l3MiZPnYynk1m09+lwvasBXf3d6B7ogcFkGJT947KBgEwihYyRQiqRwk/mi2CfIIT7hd6Mqprsu6+I2YbjlekTgzF94kKwbNYtwTh3nH/jPtI6HjGZWJhMjk11sZcovwhMi51ktf7DZARMoAtY7BiNJtHU0t1JBHkFISgwCHBwcJKlzcaDDWP9YhDrx0WvjEYWGKGU6E5FrDaM8IlARFSE8P9iPEYepUwJZZDjjaTO/m1iteH4x3P3CrHZ0OZiSssoqGV0dCidnTeL9G2JhrprvwRBEARBEMTtg81Oq0p1U4RXr9ePuF1HRwcA2x1Ld+2XIAiCIAiCuH2w2WlVKpWCg8k7kMPBR0QXLLBNINtd+yUIgiAIgiBuH+zSWsrOzgYAlJeXj7hNWVkZAGDhwoVjvl+CIAiCIAji9sAup/Xxxx8HABQXFw/7ularFTr7hxvH6un9EgRBEARBELcHdjmtKpVKcBoLCwtveZ0fx5qbm3vLa1qtFqtXr8bWrVtdul+CIAiCIAji9sfuUUzbtm1DdnY2tmzZMkjov7i4GPn5+XjhhReGjYbm5eVBrVYjPz8farXaZfslCIIgCIIgbn8c0ml97bXXkJ+fj61bt0KhUAhNUgUFBUhNTR32PQ888IAwhnWkbRzZL0EQBEEQBHH7w7Ase9sqWjc3d46+kYuQySQIDva3OlyAEDdkw/EP2XD8QzYc/5ANxz+etmF4uG2jaO0uDyAIgiAIgiAIT0NOK0EQBEEQBCF6yGklCIIgCIIgRA85rQRBEARBEIToIaeVIAiCIAiCED3ktBIEQRAEQRCih5xWgiAIgiAIQvSQ00oQBEEQBEGIntt6uABBEARBEARxe0CRVoIgCIIgCEL0kNNKEARBEARBiB5yWgmCIAiCIAjRQ04rQRAEQRAEIXrIaSUIgiAIgiBEDzmtBEEQBEEQhOghp5UgCIIgCIIQPeS0EgRBEARBEKKHnFaCIAiCIAhC9JDTShAEQRAEcYdQWFg41ofgMLKxPoDxTmFhIfLz8wEAOp0OgYGB2LhxI7Kyssb4yO4s1Go1du7cidzcXKSmpo66vaN2I3u7lx07duDYsWNQq9VQqVTIyspCbm4ulEql1feRPcXBnj17sH//fsF+KSkp2Lx5M1QqldX3kf3ETWFhITZt2oSCggKr91eyo3jYs2cPdu7cOexr2dnZyMnJGfY10duQJRzm5ZdfZpOSktiysjLhd/v372eTkpLY7du3j+GR3TloNBrBDkNtMRKO2o3s7T40Gg27bNkywY5D/x09enTE95I9xx6dTscuW7aMzczMZNevX8+uWrVqkP00Gs2I7yX7iRuNRmPT/ZXsKC4yMzNHvJ+OZMfxYENyWh1ky5YtbFJSEpuXlzfia/v37x+DI7tzyMvLY7dv326X0+qo3cje7mXZsmXsli1bWI1Gw+p0OrasrEz4XpOSktjMzExWp9Pd8j6ypzhYtWrVLd9XWVmZ8OBcv379sO8j+4kfywXISPdXsqO4yMvLY5ctW8ZqNJph/w3HeLEhOa0OYLnyHI6ysjI2KSmJXbZsmYeP7M7E1kiAo3Yje7uX7du3j7ga3717t/DdD70pkj3FQV5e3oiR8Ly8PGHRMRSyn/jhr01+8THc/ZXsKD6WLVtml6M4nmxIjVgOsGfPHgAYsVYjNTUVSqUSWq0WxcXFnjy0O5LAwECbtnPUbmRv93Ls2DFs3rx52Nc2btwo1LMePXp00GtkT3GQlpY24neZlpYGYPhrlOwnboqLi61emzxkR3FRWFgIrVYLnU4HtVpt03vGkw3JaXUA/stPSUkZcRu+8SAvL88jx0SMjqN2I3u7l3//93+3+jrv+AQFBQ36PdlTHFhrzCkrKwMA5Obm3vIa2U+86PV6bN26Fbt27Rp1W7KjuNi9ezcAYOvWrVi9ejWSk5PxyiuvWHVgx5MNyWm1E71eD61WC+DWh6glcXFxAIDy8nJPHBYxCo7ajeztfkZTe9DpdLdsR/YUP3q9Hnv27MG2bdtu6VQm+4mbTZs2ITc3d1TVB7KjuNDr9QgMDLzFbkVFRVi9ejV27Ngx7HvGkw1J8spOeCMBsCrDwxvRcnti7HDUbmTvsYePEKxbt074HdlT3KjVamzatAlKpXJYx4fsJ17y8/OhUChGlESyhOwoLpRKJfbu3QuAcyqLi4uxe/du4R76xhtvAMCgko/xZkOKtNoJH/UBrNdSKhQK4We9Xu/WYyJGx1G7kb3HFl4Ee9u2bYN+T/YUJ4WFhdiwYQNWr14NrVYLtVqNDRs23BLhIfuJE61Wiz179uC1116zaXuyo3hRKpXIyclBQUEB9u7dKziWb7zxxqBSgfFmQ3JaCYIQLTt37kRWVtagKCshXnJycrBr1y4UFBTghRdeEH7/xhtvUDPNOGDDhg021bES44usrCwUFBQI/z+er0VyWu3EckVhudIYSmdnp/DzaNN8CPfjqN3I3mPHjh07BqW7LCF7ihelUonU1FRs3rwZBQUFwvdn2YhB9hMfW7duxbp162yaKMhDdhw/qFQqYSFZWloq/H682ZCcVjuxrM+yFuru6OgAQBeaWHDUbmTvsaG4uBhFRUV4++23h32d7Dk+SE1NxYsvvghgcCMG2U9cFBcXo6ysDBs3brTrfWTH8cXChQsBDHYkx5sNyWm1E8vGAt4Yw8GfFAsWLPDEYRGj4KjdyN6eR61WY+fOnYOidEMhe44fhmvoIfuJi7y8PKjVaiQnJw/7j3dKeAml5ORkAGTH8Qb/nVs6nOPNhuS0OkB2djYA6xIOvD4hv7Ihxh5H7Ub29hxqtRpbtmzB22+/PerKnOw5vhiqIkD2Ew8qlQqpqakj/htuOx6y4/iBb8AaWgIyrmzostladxCjjS7jXx9udCHhenQ6nUvGuI5kN7K3Z9BoNOyqVatYnU434jaWo1zJnuOD/fv3s0lJSbeMeiX7jR+cGeNKdhQPW7ZsYTMzM2+5x44nG1Kk1QFUKpXQzcxL8ljCjzYbbgoM4XqsFYFb4qjdyN7uR6vVYtOmTcJ0LL1eP+gfL8VjKdVC9hQHWq0WhYWFI9a17dy5E7m5ubeMeiT73R6QHcXDnj17sGPHjmE1UdVqNfLz87Fr165bsljjyoYuc3/vQF5++WU2MzOT1Wg0wu+OHj3KJiUlsdu3bx/DI7uz4CM5SUlJ7P79+0fd3lG7kb3dg0ajESI5o/0bLtJD9hxb1q9fL9hn+/btQhSnrKyMXbVqFbt7926r7yf7iR9rkVYesuPYY3mv3LJlC6vRaFiNRsPm5eWxq1atsmo/lh0fNmRYlmVd5wLfeeTn56OwsBAKhUIoOM7NzbVLNoRwjMLCQpSWluLDDz8UojxKpRKPPfYY4uPjrWp7Omo3srdr0ev1WLZsmU2i06mpqYO0Bi0he44dfONcWVkZ9Ho9VCoVUlJSMH36dKxbt86mrmGyn7iZM2cO9Ho9CgoKrH63ZMexpbCwcNAELKVSibS0NOTk5NisdS12G5LTShAEQRAEQYgeqmklCIIgCIIgRA85rQRBEARBEIToIaeVIAiCIAiCED3ktBIEQRAEQRCih5xWgiAIgiAIQvSQ00oQBEEQBEGIHnJaCYIgCIIgCNFDTitBEARBEAQheshpJQiCIAiCIEQPOa0EQRAEQRCE6CGnlSAIgiAIghA95LQSBEEQBEEQooecVoIgCIIgCEL0kNNKEARBEARBiJ7/D3AHPPBIIaNVAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# The analysis above shows there are some intersting triplet sequences. Let's have a closer look.\n", + "from qDNA import calc_exciton_transfer\n", + "\n", + "upper_strand ='TAT'\n", + "tb_model_name = 'ELM'\n", + "kwargs = dict()\n", + "\n", + "pop_upper_strand, pop_lower_strand = calc_exciton_transfer(upper_strand, tb_model_name, average=False, **kwargs)\n", + "\n", + "fig, ax = plt.subplots()\n", + "ax.plot(pop_upper_strand, label='upper strand')\n", + "ax.plot(pop_lower_strand, label='lower strand')\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8543326f-b8cd-4a80-9aa1-7d5d3f999243", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/tutorials/Exploration_Notebook.ipynb b/docs/tutorials/Exploration_Notebook.ipynb index 966ad5a..f7218c7 100644 --- a/docs/tutorials/Exploration_Notebook.ipynb +++ b/docs/tutorials/Exploration_Notebook.ipynb @@ -7,6 +7,10 @@ "metadata": {}, "outputs": [], "source": [ + "# %pip install qDNA\n", + "# from qDNA import ROOT_DIR\n", + "\n", + "# This can be used alternatively if you cloned the GitHub repository\n", "import os\n", "ROOT_DIR = os.getcwd()[:os.getcwd().rfind('QuantumDNA')]+ 'QuantumDNA'\n", "os.chdir(ROOT_DIR)" @@ -267,9 +271,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python (qDNA)", + "display_name": "Python 3 (ipykernel)", "language": "python", - "name": "qdna" + "name": "python3" }, "language_info": { "codemirror_mode": { diff --git a/installation.md b/installation.md index 543c87d..25da7fc 100644 --- a/installation.md +++ b/installation.md @@ -3,14 +3,20 @@ ## Installation via PyPI: We recommend creating a new virtual environment and Jupyter notebook kernel to avoid conflicts with existing packages like `qutip`. -1. Create a new virtual environment (using conda):\ -```conda create -n qDNA``` +1. Create a new virtual environment (using conda): +```bash +conda create -n qDNA +``` -2. Create a new Jupyter kernel (if you are using Jupyter notebook):\ - ```ipykernel install --name qDNA --display-name "Python (qDNA)"``` +2. Create a new Jupyter kernel (if you are using Jupyter notebook): + ```bash + ipykernel install --name qDNA --display-name "Python (qDNA)" + ``` -3. Install the qDNA package:\ -```pip install qDNA``` +3. Install the qDNA package: +```bash +pip install qDNA +``` ## Installation via Cloning the Github Repository @@ -29,14 +35,20 @@ If you want to make changes to the source code or try the example notebooks, you Open the Anconda Powershell Prompt. Copy and execute the following ```commands```. -1. Clone the Github repository: \ -```git clone https://github.com/dehe1011/QuantumDNA.git``` +1. Clone the Github repository: +```bash +git clone https://github.com/dehe1011/QuantumDNA.git +``` -2. Navigate to the project directory: \ -```cd QuantumDNA ``` +2. Navigate to the project directory: +```bash +cd QuantumDNA +``` -2. Create and active a virtual environment (using a provided script): \ -```powershell -ExecutionPolicy Bypass -File tools/scripts/activate.ps1``` +2. Create and active a virtual environment (using a provided script): +```bash +powershell -ExecutionPolicy Bypass -File tools/scripts/activate.ps1 +``` If all tests passed, the package has been successfully installed, and the user interface opens automatically. You can access all the implemented functionalities. Enjoy! @@ -46,16 +58,22 @@ After installing the package, you can access the code via the user interface or Using the User Interface: -1. Open the Anaconda PowerShell Prompt and navigate to the package directory:\ - ```Set-Location -Path "C:\Users\\QuantumDNA``` +1. Open the Anaconda PowerShell Prompt and navigate to the package directory: + ```bash + Set-Location -Path "C:\Users\\QuantumDNA + ``` -2. Run the activation script: \ -```powershell -ExecutionPolicy Bypass -File tools/scripts/activate.ps1``` +2. Run the activation script: +```bash +powershell -ExecutionPolicy Bypass -File tools/scripts/activate.ps1 +``` Using Jupyter Notebook: -1. Open a new Jupyter Notebook: \ -```jupyter notebook``` +1. Open a new Jupyter Notebook: +```bash +jupyter notebook +``` 2. Select the kernel "Python (qDNA)": * In the Jupyter Notebook interface, go to Kernel > Change kernel > Python (qDNA) @@ -65,11 +83,15 @@ Using Jupyter Notebook: To remove the virtual environment and Jupyter kernel: -1. Remove the virtual environment:\ - ```conda remove --name qDNA --all``` +1. Remove the virtual environment: + ```bash + conda remove --name qDNA --all + ``` -2. Remove the Jupyter kernel:\ - ```jupyter kernelspec remove qDNA``` +2. Remove the Jupyter kernel: + ```bash + jupyter kernelspec remove qDNA + ``` 3. 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