Repository: zjuwss/gnnwr Branch: main Commit: 2711bdee9821 Files: 73 Total size: 25.6 MB Directory structure: gitextract_bzf1plzq/ ├── .github/ │ └── workflows/ │ └── python-package.yml ├── .gitignore ├── LICENSE ├── README.md ├── data/ │ ├── co2_gnnwr.csv │ ├── co2_gnnwr_pre.csv │ ├── co2_gtnnwr.csv │ ├── co2_gtnnwr_predict.csv │ ├── demo_data_gtnnwr.csv │ ├── demo_predict_data.csv │ ├── distances.csv │ ├── pm25_data.csv │ ├── pm25_predict_data.csv │ ├── simulated_data.csv │ └── simulated_predict_data.csv ├── demo/ │ ├── demo_gnnwr_en_US.ipynb │ ├── demo_gnnwr_zh_CN.ipynb │ ├── demo_gtnnwr_en_US.ipynb │ └── demo_gtnnwr_zh_CN.ipynb ├── demo_result/ │ ├── gnnwr/ │ │ ├── dataset/ │ │ │ ├── test_dataset/ │ │ │ │ ├── dataframe.csv │ │ │ │ ├── dataset_info.json │ │ │ │ ├── distances.npy │ │ │ │ └── scaledDataframe.csv │ │ │ ├── train_dataset/ │ │ │ │ ├── dataframe.csv │ │ │ │ ├── dataset_info.json │ │ │ │ ├── distances.npy │ │ │ │ └── scaledDataframe.csv │ │ │ └── val_dataset/ │ │ │ ├── dataframe.csv │ │ │ ├── dataset_info.json │ │ │ ├── distances.npy │ │ │ └── scaledDataframe.csv │ │ ├── gnnwr_result.csv │ │ ├── runs/ │ │ │ ├── events.out.tfevents.1768553335.zhjw.19452.0 │ │ │ └── events.out.tfevents.1768553402.zhjw.10108.0 │ │ └── writes/ │ │ ├── events.out.tfevents.1768553370.zhjw.19452.1 │ │ └── events.out.tfevents.1768553438.zhjw.10108.1 │ └── gtnnwr/ │ ├── gtnnwr_result.csv │ └── runs/ │ ├── events.out.tfevents.1768553480.zhjw.18788.0 │ └── events.out.tfevents.1768553580.zhjw.19340.0 ├── doc/ │ ├── Makefile │ ├── build/ │ │ ├── doctrees/ │ │ │ ├── environment.pickle │ │ │ └── index.doctree │ │ └── html/ │ │ ├── .buildinfo │ │ ├── _sources/ │ │ │ └── index.rst.txt │ │ ├── _static/ │ │ │ ├── _sphinx_javascript_frameworks_compat.js │ │ │ ├── basic.css │ │ │ ├── css/ │ │ │ │ ├── badge_only.css │ │ │ │ └── theme.css │ │ │ ├── doctools.js │ │ │ ├── documentation_options.js │ │ │ ├── jquery.js │ │ │ ├── js/ │ │ │ │ ├── badge_only.js │ │ │ │ └── theme.js │ │ │ ├── language_data.js │ │ │ ├── pygments.css │ │ │ ├── searchtools.js │ │ │ └── sphinx_highlight.js │ │ ├── genindex.html │ │ ├── index.html │ │ ├── objects.inv │ │ ├── py-modindex.html │ │ ├── search.html │ │ └── searchindex.js │ ├── make.bat │ └── source/ │ ├── conf.py │ └── index.rst ├── requirements.txt ├── src/ │ └── gnnwr/ │ ├── __init__.py │ ├── datasets.py │ ├── models.py │ ├── networks.py │ └── utils.py └── tests/ └── test_olr.py ================================================ FILE CONTENTS ================================================ ================================================ FILE: .github/workflows/python-package.yml ================================================ # This workflow will install Python dependencies, run tests and lint with a variety of Python versions # For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python name: Python package on: push: branches: [ "main" ] pull_request: branches: [ "main" ] jobs: build: runs-on: ubuntu-latest strategy: fail-fast: false matrix: python-version: ["3.9", "3.10", "3.11"] steps: - uses: actions/checkout@v3 - name: Set up Python ${{ matrix.python-version }} uses: actions/setup-python@v3 with: python-version: ${{ matrix.python-version }} - name: Install dependencies run: | python -m pip install --upgrade pip python -m pip install flake8 pytest if [ -f requirements.txt ]; then pip install -r requirements.txt; fi - name: Lint with flake8 run: | # stop the build if there are Python syntax errors or undefined names flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics # exit-zero treats all errors as warnings. 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But first, please read . ================================================ FILE: README.md ================================================ # gnnwr ![PyPI - License](https://img.shields.io/pypi/l/gnnwr) ![PyPI - Python Version](https://img.shields.io/pypi/pyversions/gnnwr) [![PyPI - Version](https://img.shields.io/pypi/v/gnnwr)](https://pypi.org/project/gnnwr/) [![Downloads](https://static.pepy.tech/badge/gnnwr)](https://pepy.tech/project/gnnwr) A PyTorch implementation of the spatiotemporal intelligent regression (STIR) models and the repository contains: 1. Source code of GNNWR, GTNNWR model, and other derived models 2. Tutorial notebooks of how to use these model 3. Released Python wheels How to cite: > Du, Z., Wang, Z., Wu, S., Zhang, F., & Liu, R. (2020). Geographically neural network weighted regression for the accurate estimation of spatial non-stationarity. International Journal of Geographical Information Science, 34(7), 1353-1377. > Wu, S., Wang, Z., Du, Z., Huang, B., Zhang, F., & Liu, R. (2021). Geographically and temporally neural network weighted regression for modeling spatiotemporal non-stationary relationships. International Journal of Geographical Information Science , 35(3), 582-608. > Yin, Z., Ding, J., Liu, Y., Wang, R., Wang, Y., Chen, Y., Qi, J., Wu, S., and Du, Z. (2024). GNNWR: an open-source package of spatiotemporal intelligent regression methods for modeling spatial and temporal nonstationarity. Geoscientific Model Development, 17 (22), 8455–8468. ## Table of Contents - [Introduction](#1-Introduction) - [Models](#2-Models) - [Install & Usage](#3-Install-&-Usage) - [Research Cases](#4-Research-Cases) - [Reference](#5-Reference) - [Contributing](#6-Contributing) - [License](#7-License) ## 1 Introduction Spatiotemporal non-stationarity is an intrinsic attribute of most geographical processes, and its estimation is a key issue in modeling spatiotemporal non-stationary relationships. To characterize spatiotemporal non-stationary relationships, we converted the expression of geographical proximity and the nonlinear fitting of non-stationary weights into the representation and construction of neural networks, and established a series of **spatiotemporal intelligent regression (STIR)** models, including geographically neural network weighted regression (**GNNWR**), and geographically and temporally neural network weighted regression (**GTNNWR**). The model performance is significantly better than classical spatiotemporal regression methods such as geographically weighted regression (GWR) and geographically and temporally weighted regression (GTWR), as well as machine learning methods such as neural networks and random forests. The STIR models have been applied in ecological environment modeling, atmospheric pollutant estimation, urban housing price research and other fields. These researches have been published in journals of *International Journal of Geographical Information Science*, *Environmental Science & Technology*, *Environmental Pollution*, *Science of The Total Environment*, and *International Journal of Applied Earth Observation and Geoinformation*. ## 2 Models ### 2.1 GNNWR [GNNWR](https://doi.org/10.1080/13658816.2019.1707834) (Geographically neural network weighted regression) is a model to address spatial non-stationarity in various domains with complex geographical processes. A spatially weighted neural network (SWNN) is proposed to represent the nonstationary weight matrix and to achieve local estimation by weighted least squares with these weights. With the superior fitting ability of the neural network, GNNWR has a well-constructed nonstationary weight matrix, which makes it possible to better describe the complex geo-processes in environment and urban research.

GNNWR

> Du, Z., Wang, Z., Wu, S., Zhang, F., & Liu, R. (2020). Geographically neural network weighted regression for the accurate estimation of spatial non-stationarity. *International Journal of Geographical Information Science*, 34(7), 1353-1377. ### 2.2 GTNNWR [GTNNWR](https://doi.org/10.1080/13658816.2020.1775836) (Geographically and temporally neural network weighted regression), is a model for estimating spatiotemporal non-stationary relationships. Due to the existence of spatiotemporal non-stationary, the spatial relationships of features exhibit significant differences with changes in spatiotemporal structure. The calculation of spatiotemporal distance is an important aspect of solving spatiotemporal non-stationary problems. Therefore, this model introduces spatiotemporal distance into the GNNWR model and proposes a spatiotemporal proximity neural network (STPNN) to accurately calculate spatiotemporal distance. Collaborate with SWNN in the GNNWR model to calculate the spatiotemporal non-stationary weight matrix, thereby achieving accurate modeling of spatiotemporal non-stationary relationships.

GTNNWR

> Wu, S., Wang, Z., Du, Z., Huang, B., Zhang, F., & Liu, R. (2021). Geographically and temporally neural network weighted regression for modeling spatiotemporal non-stationary relationships. *International Journal of Geographical Information Science* , 35(3), 582-608. ## 3 Install & Usage ### 3.1 Install **⚠ If you want to run gnnwr with your GPU, make sure you have installed *pytorch with CUDA support* beforehead:** For example, a torch 1.13.1 with cuda 11.7: ``` bash > pip list | grep torch torch 1.13.1+cu117 ``` You can find install support on [Pytorch's official website](https://pytorch.org/) for installing the right version that suits your environment. **⚠ If you only want to run gnnwr with your CPU, or you have already installed the correct version of pytorch:** Using pip to install gnnwr: ``` pip install gnnwr ``` ### 3.2 Usage We provide a series of encapsulated methods and predefined default parameters, users only need to use to load dataset with `pandas` , and call the functions in `gnnwr` package to complete the regression: ```python from gnnwr import models,datasets import pandas as pd data = pd.read_csv('your_data.csv') train_dataset, val_dataset, test_dataset = datasets.init_dataset(data=data, test_ratio=0.2, valid_ratio=0.1, x_column=['x1', 'x2'], y_column=['y'], spatial_column=['u', 'v']) gnnwr = models.GNNWR(train_dataset, val_dataset, test_dataset) gnnwr.run(100) ``` For other uses of customization, the [demos](https://github.com/zjuwss/gnnwr/tree/main/demo) can be referred to. ## 4 Research Cases ### 4.1 Atmospheric Environment #### 4.1.1 Air pollution of PM2.5 Air pollution, especially the measurement of PM2.5, has recently been a popular research topic in China. Using the data of PM2.5 which is collected by separated stations and considering the complicated terrain variability and wide geographical scope in China, the work of estimating and mapping the PM2.5 distributions across China with high accuracy and reasonable details is challenged by significant spatial nonstationary and complex nonlinearity. GNNWR model can obtain spatially continuous PM2.5 estimates in China with the processed data of AOD, DEM, as well as some climate factors. The estimation of PM2.5 is closer to the ground observation than the results of the traditional regression model, and it is more accurate in the high-value zone and more detailed.

PM25

> Chen, Y., Wu, S., Wang, Y., Zhang, F., Liu, R., & Du, Z. (2021). Satellite-based mapping of high-resolution ground-level pm2. 5 with VIIRS IP AOD in China through spatially neural network weighted regression. *Remote Sensing*, *13*(10), 1979. #### 4.1.2 Air pollution of NO2 This study utilized TROPOMI remote sensing data, ground observation data, and other ancillary data to construct a high-resolution spatiotemporal distribution and evaluation of ground-level NO2 concentrations in the Beijing–Tianjin–Hebei region using the GTNNWR model. The results demonstrated that the GTNNWR model outperformed the Random Forest (RF), and Convolutional Neural Network (CNN) models in performance metrics, showcasing greater reliability when considering spatiotemporal non-stationarity. This study provides crucial data support and reference for atmospheric environmental management and pollution prevention and control in the Beijing–Tianjin– Hebei region.

NO2

> Liu, C., Wu, S., Dai, Z., Wang, Y., Du, Z., Liu, X., & Qiu, C. (2023). High-Resolution Daily Spatiotemporal Distribution and Evaluation of Ground-Level Nitrogen Dioxide Concentration in the Beijing–Tianjin–Hebei Region Based on TROPOMI Data. *Remote Sensing*, *15*(15), 3878. ### 4.2 Coastal and Oceanic Environment #### 4.2.1 Water quality The accurate assessment of large-scale and complex coastal waters is a grand challenge due to the spatial non-stationarity and complex nonlinearity involved in integrating remote sensing and in situ data. We developed a water quality assessment method based on a newly proposed GNNWR model to address that challenge and obtained a highly accurate and realistic water quality distribution on the basis of the comprehensive index of Chinese Water Quality Classification Standards. The GNNWR model achieved higher prediction performance (average R2 = 84%) in comparison to the widely used models, and the obtained water quality classification (WQC) maps in May of 2015–2017 and August 2015 can depict intuitively reasonable spatiotemporal patterns of water quality in the ZCS.

WaterQuality

> Du, Z., Qi, J., Wu, S., Zhang, F., & Liu, R. (2021). A spatially weighted neural network based water quality assessment method for large-scale coastal areas. *Environmental science & technology*, *55*(4), 2553-2563. #### 4.2.2 Coastal Environment Transferring dissolved silicate (DSi) from land to coastal environments is vital for global biogeochemical cycling. Yet pinpointing coastal DSi distribution is complex due to spatiotemporal variability, nonlinear modeling, and low sampling resolution. GTNNWR model, by converting the spatiotemporal relationships between sparse sampling points and unknown points into space-time distances and weights, and using neural networks to determine the nonlinear distances and nonstationary weights, outperforms traditional regression models in both fitting accuracy and generalization ability. This effective data-driven-based method can help explore the fine-scale dynamic changes in coastal seas like surface DSi.

DSI

> Qi, J., Du, Z., Wu, S., Chen, Y., & Wang, Y. (2023). A spatiotemporally weighted intelligent method for exploring fine-scale distributions of surface dissolved silicate in coastal seas. _Science of The Total Environment_ , 886, 163981. #### 4.2.3 Surface Seawater pCO2 The North Pacific Ocean is a key carbon sink, but the spatiotemporal dynamics of carbon dioxide (pCO2) remain poorly understood due to its vast scale and complex influences. Existing machine learning models lack interpretability, limiting insights into underlying mechanisms. To address this, we introduce the gridded spatiotemporal neural network weighted regression (GSTNNWR) model, which accurately predicts surface pCO2 while quantifying environmental influences. > Liu, Y., Chen, Y., Huang, Z., Liang, H., Qi, J., Wu, S., & Du, Z. (2024). Spatiotemporal weighted neural network reveals surface seawater pCO2 distributions and underlying environmental mechanisms in the North Pacific Ocean. *International Journal of Applied Earth Observation and Geoinformation*, 133, 104120. ### 4.3 Social Science #### 4.3.1 House price Housing prices are closely related to the lives of new urban residents, and they also comprise a vital economic index to which the government needs to pay close attention. Compare with traditional regression models, GNNWR and GTNNWR model can improve the accuracy of real estate appraisal with the help of neural networks, which are practical and powerful ways to assess house prices. An optimized spatial proximity measure was integrated into GNNWR. The optimized spatial proximity fusions multiple distance measures, imporving its ability in modeling spatial-nonstationary process.

OSP

> Ding, J., Cen, W., Wu, S., Chen, Y., Qi, J., Huang, B., & Du, Z. (2024). A neural network model to optimize the measure of spatial proximity in geographically weighted regression approach: a case study on house price in Wuhan. *International Journal of Geographical Information Science*, 1–21. By using an attention-based architecture to incorporate context similarity into spatial non-stationarity estimation, house prices can be better fitted in complex urban area.

CatGWR

> Wu, S., Ding, J., Wang, R., Wang, Y., Yin, Z., Huang, B., & Du, Z. (2025). Using an attention-based architecture to incorporate context similarity into spatial non-stationarity estimation. *International Journal of Geographical Information Science*, 1–24

HousePrice

> Wang, Z., Wang, Y., Wu, S., & Du, Z. (2022). House Price Valuation Model Based on Geographically Neural Network Weighted Regression: The Case Study of Shenzhen, China. *ISPRS International Journal of Geo-Information*, *11*(8), 450. #### 4.3.2 Land Surface Temperature & Nighttime Light Spatial downscaling is an important approach to obtain high-resolution land surface temperature (LST) for thermal environment research. A high-resolution surface temperature downscaling method based on GNNWR was developed to effectively handle the problem of surface temperature downscaling. The results show that the proposed GNNWR model achieved superior downscaling accuracy compared to widely used methods in four test areas with large differences in topography, landforms, and seasons. The findings suggest that GNNWR is a practical method for surface temperature downscaling considering its high accuracy and model performance.

LST

> Liang, M., Zhang, L., Wu, S., Zhu, Y., Dai, Z., Wang, Y., ... & Du, Z. (2023). A High-Resolution Land Surface Temperature Downscaling Method Based on Geographically Weighted Neural Network Regression. *Remote Sensing*, *15*(7), 1740. Downscaling nighttime light (NTL) from satellite imagery is crucial for urban expansion and socio-economic studies but faces challenges due to geographical complexity and factor uncertainties. To address this, we propose the multifactor geographically neural network weighted regression (MF-GNNWR) framework, which integrates surface, socio-economic, and human activity factors to enhance NTL accuracy in heterogeneous urban areas. > Zhang, L., Wu, S., Liang, M., Jing, H., Shi, S., Zhu, Y., ... & Du, Z. (2024). A Downscaling Framework for Urban Nighttime Light Based on Multi-Factor Geographically Neural Network Weighted Regression. IEEE Transactions on Geoscience and Remote Sensing. #### 4.3.3 Public health Accurate prediction of epidemic trends is central to COVID-19 research and mitigation. To address this, GTNNWR model is employed to predict deaths and assess preventive scenarios. Leveraging its ability to capture complex spatiotemporal variations, the GTNNWR model demonstrates superior predictive capacity, outperforming the conventional SEIR model by approximately 9%. Simulation results reveal that while masks are the most effective single measure, combined interventions are significantly more potent, reducing deaths by 27.2% overall and up to 45% during winter. These findings provide critical quantitative insights for optimizing epidemic control strategies in the United States.

covid_19

> Sun, J., Qi, J., Yan, Z., Li, Y., Liang, J., & Wu, S. (2024). Quantitative Study on American COVID-19 Epidemic Predictions and Scenario Simulations. ISPRS International Journal of Geo-Information, 13(1), 31. ### 4.4 Geology #### 4.4.1 mineral prospectivity In the field of mineral forecasting, accurate prediction of mineral resources is essential to meet the energy needs of modern society. A geographically neural network-weighted logistic regression is used for mineral prospect mapping. The model combines spatial patterns and neural networks with Shapley's additive theory of interpretation, which effectively handles the anisotropy of variables and nonlinear relationships between variables to achieve accurate predictions and provide explanations of mineralization in a complex spatial environment.

mineral prospectivity

> Wang, L., Yang, J., Wu, S., Hu, L., Ge, Y., & Du, Z. (2024). Enhancing mineral prospectivity mapping with geospatial artificial intelligence: A geographically neural network-weighted logistic regression approach. *International Journal of Applied Earth Observation and Geoinformation*, 128, 103746. ### 4.4.2 heat flow Surface heat flow (SHF) is crucial for understanding Earth's internal geodynamics. The Tibetan Plateau, a key region for global climate and geodynamic studies, lacks comprehensive SHF data due to sparse measurements. To address this, we develop the geographically neural network weighted regression with enhanced interpretability (EI-GNNWR), which integrates spatial heterogeneity and nonlinear geophysical interactions. Our model accurately predicts SHF across the plateau, revealing that high SHF values are concentrated in the south, northeast, and southeast, influenced by Moho depth, ridges, and topography. These findings enhance understanding of geothermal processes and tectonic activity in the region.

SHF

> Zhang, Z., Wu, S., Zhang, B., Du, Z., & Xia, Q. (2024). The distribution of surface heat flow on the Tibetan Plateau revealed by data‐driven methods. *Journal of Geophysical Research: Solid Earth*, 129(10), e2023JB028491. ### 4.5 Planetary Science #### 4.5.1 Brightness temperature Brightness temperature (TB) derived from Chang’e microwave radiometers is crucial for understanding lunar subsurface thermal evolution. However, generating high-resolution maps is challenging due to sparse sampling and the neglect of surface factors in conventional methods. To address this, we utilized GNNWR framework effectively captures spatial nonstationarity and heterogeneity. It accurately generates TB maps at $0.0625^\circ$ resolution, achieving superior performance with the highest $R^2$ and lowest error metrics. These findings reveal fine-scale thermal features obscured by traditional interpolation, enhancing microwave emission analysis and geological understanding.

planetary

> Zhu, M., Cai, Z., Wu, S., Zhang, Y., & Li, J. (2025). High-resolution lunar brightness temperature model based on Chang’e-2 MRM data and spatially weighted neural network. IEEE Transactions on Geoscience and Remote Sensing, 63, 1-13. **!!Further, these spatiotemporal intelligent regression models can be applied to other spatiotemporal modeling problems and socioeconomic phenomena.** ## 5 Related Research Papers ### 5.1 Algorithm 1. Du, Z., Wang, Z., Wu, S., Zhang, F., & Liu, R. (2020). Geographically neural network weighted regression for the accurate estimation of spatial non-stationarity. *International Journal of Geographical Information Science*, 34(7), 1353-1377. 2. Wu, S., Wang, Z., Du, Z., Huang, B., Zhang, F., & Liu, R. (2021). Geographically and temporally neural network weighted regression for modeling spatiotemporal non-stationary relationships. *International Journal of Geographical Information Science* , 35(3), 582-608. 3. Dai, Z., Wu, S., Wang, Y., Zhou, H., Zhang, F., Huang, B., & Du, Z. (2022). Geographically convolutional neural network weighted regression: A method for modeling spatially non-stationary relationships based on a global spatial proximity grid. *International Journal of Geographical Information Science*, *36*(11), 2248-2269. ### 5.2 Case study demo 1. Chen, Y., Wu, S., Wang, Y., Zhang, F., Liu, R., & Du, Z. (2021). Satellite-based mapping of high-resolution ground-level pm2. 5 with VIIRS IP AOD in China through spatially neural network weighted regression. *Remote Sensing*, *13*(10), 1979. 2. Qi, J., Du, Z., Wu, S., Chen, Y., & Wang, Y. (2023). A spatiotemporally weighted intelligent method for exploring fine-scale distributions of surface dissolved silicate in coastal seas. *Science of The Total Environment* , 886, 163981. 3. Du, Z., Qi, J., Wu, S., Zhang, F., & Liu, R. (2021). A spatially weighted neural network based water quality assessment method for large-scale coastal areas. *Environmental science & technology*, *55*(4), 2553-2563. 4. Liang, M., Zhang, L., Wu, S., Zhu, Y., Dai, Z., Wang, Y., ... & Du, Z. (2023). A High-Resolution Land Surface Temperature Downscaling Method Based on Geographically Weighted Neural Network Regression. *Remote Sensing*, *15*(7), 1740. 5. Liu, C., Wu, S., Dai, Z., Wang, Y., Du, Z., Liu, X., & Qiu, C. (2023). High-Resolution Daily Spatiotemporal Distribution and Evaluation of Ground-Level Nitrogen Dioxide Concentration in the Beijing–Tianjin–Hebei Region Based on TROPOMI Data. *Remote Sensing*, *15*(15), 3878. 6. Wang, Z., Wang, Y., Wu, S., & Du, Z. (2022). House Price Valuation Model Based on Geographically Neural Network Weighted Regression: The Case Study of Shenzhen, China. *ISPRS International Journal of Geo-Information*, *11*(8), 450. 7. Wu, S., Du, Z., Wang, Y., Lin, T., Zhang, F., & Liu, R. (2020). Modeling spatially anisotropic nonstationary processes in coastal environments based on a directional geographically neural network weighted regression. *Science of the Total Environment*, *709*, 136097. 8. Wang, L., Yang, J., Wu, S., Hu, L., Ge, Y., & Du, Z. (2024). Enhancing mineral prospectivity mapping with geospatial artificial intelligence: A geographically neural network-weighted logistic regression approach. *International Journal of Applied Earth Observation and Geoinformation*, 128, 103746. 9. Ding, J., Cen, W., Wu, S., Chen, Y., Qi, J., Huang, B., & Du, Z. (2024). A neural network model to optimize the measure of spatial proximity in geographically weighted regression approach: a case study on house price in Wuhan. *International Journal of Geographical Information Science*, 1–21. 10. Zhu, M., Cai, Z., Wu, S., Zhang, Y., & Li, J. (2025). High-resolution lunar brightness temperature model based on Chang’e-2 MRM data and spatially weighted neural network. IEEE Transactions on Geoscience and Remote Sensing, 63, 1-13. 11. Sun, J., Qi, J., Yan, Z., Li, Y., Liang, J., & Wu, S. (2024). Quantitative Study on American COVID-19 Epidemic Predictions and Scenario Simulations. ISPRS International Journal of Geo-Information, 13(1), 31. ## 6 Group ### Leaders
Zhenhong Du #### Zhenhong Du - Ph.D - Professor/ Ph.D Supervisor - The National Science Fund for Distinguished Young Scholars - Dean of the School of Earth sciences - Zhejiang University
Sensen Wu #### Sensen Wu - Ph.D - Professor/ Ph.D Supervisor - Zhejiang University
### Members - Jin Qi, Postdoctoral fellow, Zhejiang University - Yijun Chen, Postdoctoral fellow, Zhejiang University - Jiale Ding, PhD student, Zhejiang University - Yi Liu, Undergraduate student, Zhejiang University - Ziyu Yin, Undergraduate student, Zhejiang University - Yancheng Wu, PhD student, Zhejiang University - Jingwen Zhong, Graduate student, Zhejiang University - Yige Wang, Graduate student, Zhejiang University - Bei Feng, Undergraduate student, Zhejiang University ## 7 License [GPLv3 license](https://github.com/zjuwss/gnnwr/blob/main/LICENSE) ================================================ FILE: data/co2_gnnwr.csv ================================================ fCO2,Chl,Temp,Salt,lon,lat 386.6210769,0.652422786,10.99645138,33.25679231,235.625,44.625 390.2838551,1.445977211,10.75580597,33.37335944,235.875,44.625 381.7552222,0.85841167,10.98741913,33.24209154,235.625,44.375 386.9113333,0.528669178,11.32999992,32.98632205,235.125,44.125 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182.625,39.375,1998,1,329.7636741,0.254668388,11.74290276,34.21722037,99766.44531,7.253450871 193.625,38.875,1998,1,323.9851106,0.278753996,11.427742,34.33348465,99743.83594,5.028993607 225.375,44.375,1998,1,325.9079347,0.358649582,10.35612869,32.90349877,99951.71875,6.011379719 140.375,23.875,1998,1,318.9396369,0.065206587,24.98032188,34.95101982,101912.6641,1.343918204 139.375,25.875,1998,1,308.4561612,0.09886951,23.3396759,34.93422616,101904.7969,2.380465508 135.125,20.875,1998,1,321.9452591,0.08891736,25.69322586,34.96507174,101846.7344,3.600852489 233.875,38.875,1998,1,323.6806136,0.488288373,13.0990324,32.78479564,101238.6563,5.683565617 164.875,0.375,1998,1,361.783448,0.162648171,28.21096802,34.40556365,101018.375,6.125687599 147.875,4.375,1998,1,367.2418808,0.129991621,28.25516129,34.69469613,101109.375,7.314860344 130.125,21.625,1998,1,319.3573232,0.071529813,25.11645126,34.89437717,101842.5859,3.265776634 129.875,17.125,1998,1,323.0645737,0.045220792,26.14032173,34.72514045,101654.8047,6.06379509 132.875,17.375,1998,1,330.6671451,0.055190194,26.6641922,34.86713791,101678.8906,6.384596825 133.375,17.875,1998,1,330.6995026,0.051598493,26.66806412,34.89122516,101705.0547,6.01335907 219.625,45.875,1998,1,333.294328,0.23231639,8.716773987,33.12917584,99462.21875,5.059787273 171.125,38.375,1998,1,335.0909948,0.275583744,12.4074192,34.46772557,100371.9063,9.951417923 166.875,37.875,1998,1,306.1391154,0.264302071,14.69322586,34.50658953,100637.2422,10.0038147 211.625,43.625,1998,1,332.8487087,0.261017501,8.660644531,33.31089449,99411.53125,5.444564819 139.625,25.125,1998,1,311.2560512,0.070172928,23.77548409,34.93521363,101915.9375,1.896908283 138.875,26.625,1998,1,308.9985339,0.106050506,23.25387001,34.92086762,101891.1406,2.762795448 158.625,50.125,1998,1,370.2311432,0.349583284,2.445161104,33.04139638,100017.5313,4.108365536 151.875,6.875,1998,1,356.7025995,0.097781122,27.9819355,34.58273703,101164.7656,7.825071335 152.875,7.625,1998,1,354.7240797,0.053047493,27.63645172,34.56556696,101185.7344,7.979890823 137.125,28.125,1998,1,298.838473,0.190401524,21.17290306,34.8602556,101862.4141,3.033973694 135.125,31.125,1998,1,300.8787626,0.155933395,20.69967651,34.83601719,101833.6875,4.461550713 146.875,1.625,1998,1,372.2944599,0.117567368,28.58225822,34.64228797,101075.5156,5.888090134 217.375,45.375,1998,1,334.3130068,0.28821215,8.32516098,33.20805073,99412.40625,5.266077995 162.625,51.125,1998,1,386.774167,0.339582385,3.024838686,33.10444808,99814.57031,3.238328934 234.625,38.125,1998,1,322.3176845,0.438671827,13.58354855,33.05866015,101366.5781,5.456466675 149.375,5.875,1998,1,361.2835963,0.102579176,28.21451569,34.67602295,101139.75,7.759735107 134.875,22.125,1998,1,328.1770782,0.091100007,25.30322456,35.03404719,101888.0859,2.502586842 137.125,20.875,1998,1,316.8825273,0.063727453,25.24258041,34.99153548,101851.5938,3.566855907 132.375,16.625,1998,1,328.2399411,0.051158611,26.63806343,34.76323128,101639.8906,6.911308765 174.625,38.875,1998,1,327.4493673,0.229700908,12.52645111,34.35887557,100128.9531,9.538528442 130.125,21.375,1998,1,326.4650212,0.066158704,25.32548332,34.89384496,101833.3594,3.386537075 164.875,6.875,1998,1,361.0430542,0.072603002,27.79032135,34.23059958,101147.6641,8.128067017 188.875,39.125,1998,1,324.5413316,0.268103629,11.60451603,34.47009575,99724.60938,5.949316502 155.875,8.125,1998,1,355.6341679,0.063310891,27.53967667,34.60893595,101200.3125,8.093222618 233.625,34.375,1998,1,331.2786396,0.241657197,14.46999931,33.31917256,101671.2422,4.908166885 135.125,30.375,1998,1,300.2046244,0.157595575,20.98967743,34.87725842,101832.1016,4.014556408 136.125,31.375,1998,1,296.2640344,0.147653237,20.45129013,34.82370055,101800.6953,4.438942909 141.875,21.125,1998,1,324.0920913,0.067061469,25.60419273,35.10625589,101845.7031,3.202651024 156.125,5.125,1998,1,368.1079755,0.073501192,28.57709694,34.49661446,101107.1406,7.694540977 160.875,50.875,1998,1,418.518065,0.323932521,2.934193373,33.05934644,99891.85156,3.767943859 149.625,44.875,1998,1,447.641049,0.345416158,2.722580671,33.29912591,100939.2969,7.328428268 137.875,28.625,1998,1,298.2140792,0.178292722,20.74290276,34.84888309,101839.4688,3.576404333 134.125,18.875,1998,1,331.6795454,0.058018491,26.73354721,34.90441555,101754.9219,5.150638103 135.375,33.125,1998,1,299.1473646,0.194932878,20.66096687,34.51375836,101878.3594,6.236607552 202.125,41.125,1998,1,321.5848364,0.276350021,9.385483742,33.83854955,99562.17188,4.612563133 137.125,31.875,1998,1,298.8411464,0.175583303,20.36741829,34.76086944,101768.6328,4.714304924 137.125,19.375,1998,1,318.7039672,0.069980174,26.33354759,35.00245345,101786.0547,4.792510033 231.875,40.125,1998,1,322.7361463,0.305487216,12.46580601,32.54312629,100952.3438,6.098333359 147.125,5.125,1998,1,360.8969615,0.088027082,28.22935486,34.55830389,101127.5625,7.41220665 133.875,18.625,1998,1,331.5434362,0.059932664,26.65709686,34.90444189,101741.9766,5.381162167 199.375,40.375,1998,1,324.7325039,0.286966652,9.696451187,34.0091117,99615.03906,4.220602036 150.875,45.875,1998,1,397.8224214,0.298552603,2.535161257,33.20229906,100785.3125,6.896332264 135.125,27.625,1998,1,305.1251641,0.1474704,21.48354721,34.86952507,101885.9531,2.720661163 208.875,51.375,1998,1,363.9239288,0.291740042,4.55580616,32.86412394,99037.82813,2.368886471 159.875,0.875,1998,1,363.4894687,0.123672724,28.26064491,34.42779255,101034.875,6.115706921 134.875,24.875,1998,1,315.3180424,0.10203819,23.03935432,35.04731327,101929.6484,0.856561303 211.375,43.625,1998,1,332.5312309,0.28720656,8.617741585,33.30811071,99404.21094,5.412178516 165.125,7.625,1998,1,353.0468567,0.075224489,27.36677361,34.21696961,101173.0078,8.101624489 138.375,27.375,1998,1,305.1986388,0.139386728,22.11806488,34.88975817,101876.6094,3.017898083 235.625,34.375,1998,1,328.4795586,0.264153987,14.50354767,33.28039747,101728.4844,4.014754295 137.125,28.625,1998,1,298.6565739,0.199678451,20.94322586,34.84425074,101844.7188,3.400097609 230.875,40.875,1998,1,322.9936805,0.290049285,12.79354763,32.62965077,100785.7578,6.438989162 212.875,50.125,1998,1,339.4079866,0.254766941,5.421935558,32.98283237,99013.13281,1.289466381 146.875,7.625,1998,1,351.6802483,0.087035619,27.92128944,34.55514956,101188.0313,8.089654922 208.125,42.625,1998,1,323.2797752,0.284981619,8.886451721,33.3295821,99460.03125,5.316469193 159.625,36.875,1998,1,328.9683753,0.247799277,14.46903229,34.51330245,101024.1719,7.759630203 152.125,36.375,1998,1,314.9426442,0.216652562,15.69387054,34.66655356,101269.7969,6.278164864 137.875,0.375,1998,1,345.09124,0.129018962,28.96870995,35.41100979,101108.2813,3.832572937 156.625,49.125,1998,1,402.3298679,0.250484914,2.818064451,33.01773912,100154.6875,4.800408363 135.125,25.125,1998,1,314.8987307,0.09472312,22.95354843,35.0375818,101929.9766,1.000102878 160.625,50.625,1998,1,422.0963904,0.374718154,2.91225791,33.05365491,99895.1875,3.692032576 141.625,22.125,1998,1,323.0364201,0.063949741,25.61645126,35.04953992,101875.2969,2.278868914 137.125,28.375,1998,1,298.615907,0.213568032,21.04322624,34.85399067,101854.1094,3.20778656 233.875,38.625,1998,1,323.6300791,0.474807143,13.2454834,32.82766879,101263.4609,5.703426361 154.875,7.875,1998,1,357.4380626,0.065767936,27.38322449,34.5807355,101193.2656,8.029683113 137.125,3.375,1998,1,360.9419704,0.300797105,27.80387115,34.79216433,101133.25,5.582578659 137.125,34.125,1998,1,299.4454134,0.27256313,17.79161263,34.4152627,101861.1016,6.631349087 232.375,48.125,1998,2,338.2352128,0.30041787,9.645357132,32.12629384,100051.8906,5.860432625 218.375,49.875,1998,2,325.2820999,0.232108369,6.558571339,32.58507669,98671.98438,5.34727335 229.375,48.875,1998,2,346.6382456,0.3285954,8.717857361,32.2414825,99701.78125,5.949467182 224.125,49.375,1998,2,346.512492,0.306351036,7.441071033,32.50278193,99195.23438,6.122861862 223.375,46.375,1998,2,330.9532965,0.272617847,8.282500267,32.67519516,99423.4375,6.504803658 203.875,13.125,1998,2,346.519838,0.082831092,25.1724987,34.55810934,101554.9063,9.567235947 223.125,49.375,1998,2,340.0576147,0.300009221,7.383928299,32.53172463,99108.60938,6.284222126 217.625,22.375,1998,2,335.0848359,0.045806315,22.70749855,35.14425182,102045.8281,2.881526947 226.375,47.125,1998,2,335.258975,0.340491951,8.224285126,32.46246356,99564.89844,5.696117878 201.625,11.625,1998,2,350.4025467,0.077415824,25.58857155,34.53946888,101468.7188,9.821111679 214.875,20.375,1998,2,331.8066387,0.069338508,23.70392799,35.10682482,101969.9063,5.13983345 182.125,0.125,1998,2,354.8904805,0.100191601,28.65392876,34.70540136,101093.4844,5.839221954 229.875,30.125,1998,2,336.8566435,0.083555408,17.51285744,34.71578765,101776.1172,5.456809998 199.625,8.125,1998,2,346.0750388,0.084023274,26.95035553,34.60071468,101280.2813,9.943844795 204.625,13.625,1998,2,340.2470152,0.058932442,25.14749908,34.54848725,101585.3828,9.482903481 201.625,14.375,1998,2,340.7837926,0.04319765,25.0639286,34.66565681,101631.4844,9.274291039 182.875,0.125,1998,2,353.428674,0.113729537,28.73250008,34.76488453,101090.6406,5.848243237 134.125,20.125,1998,2,325.542104,0.062770098,25.82071304,34.93145829,101793.8594,2.539466381 228.375,49.125,1998,2,327.4063087,0.394874662,8.350357056,32.27141249,99593.41406,5.988666058 200.625,11.125,1998,2,346.755983,0.095103458,25.70964241,34.55183452,101438.6797,9.941713333 211.875,18.375,1998,2,335.9057202,0.100555599,24.32642746,34.50309283,101864.4922,6.893054962 219.375,49.625,1998,2,325.5405128,0.280306369,6.816071033,32.58542508,98762.64844,5.807108879 126.375,28.125,1998,2,300.1283176,0.399498329,21.43464279,34.4891206,101977.0625,4.028490067 182.625,0.125,1998,2,353.0725651,0.098963268,28.7142849,34.74505681,101091.7344,5.839142799 220.875,49.625,1998,2,331.1217811,0.28968825,6.808571339,32.56078762,98887.07813,6.286456585 137.125,5.125,1998,2,374.0348294,0.167919248,27.63964272,34.83341956,101284.8672,6.446660519 226.875,47.125,1998,2,337.4081536,0.354150742,8.242856979,32.41670841,99601.71875,5.559462547 225.375,27.375,1998,2,336.5526124,0.08043474,19.60750008,35.44939518,101979.7344,3.802143574 133.625,28.875,1998,2,298.9302787,0.223056724,20.91107178,34.89923573,101799.1094,1.922634602 137.125,4.125,1998,2,356.4391078,0.1574772,27.95321274,34.89388299,101269.1875,6.077847004 136.875,17.875,1998,2,330.5673748,0.036023054,26.62714195,34.85317725,101742.8516,4.550457954 130.125,31.375,1998,2,310.5383369,0.24415338,18.97928429,34.45481825,101914.4688,3.653368473 217.875,49.875,1998,2,321.0612995,0.272020012,6.744999886,32.59277993,98640.85156,5.208584309 135.625,30.625,1998,2,296.7103841,0.263537496,19.9285717,34.84271401,101773.8203,1.473510861 129.625,31.125,1998,2,304.5818296,0.272188544,19.63964272,34.41610366,101922.7656,4.124962807 137.125,4.875,1998,2,375.4356603,0.172827527,27.67749977,34.86685491,101280.6094,6.349546432 196.875,1.125,1998,2,344.3689325,0.180764103,28.55785751,34.84886467,101062.5703,6.775987625 201.625,13.375,1998,2,346.7674814,0.055038527,25.04642868,34.59481353,101570.4219,9.547895432 222.375,49.375,1998,2,335.4381314,0.321886241,7.185357094,32.55055088,99042.96094,6.34968853 136.875,13.625,1998,2,345.7029978,0.035480801,27.1517849,34.56758189,101557.9688,7.047054768 137.125,12.875,1998,2,335.8535836,0.039165083,27.28428459,34.49469227,101527,7.229971886 137.125,4.625,1998,2,359.9577487,0.184119746,27.75714302,34.90029025,101276.8906,6.264093399 236.875,37.625,1998,2,338.8425517,0.698071539,13.58714294,32.72582567,101168.5313,3.688966274 231.625,48.875,1998,2,332.5429138,0.350742698,9.216785431,32.1505132,99953.46094,6.229549408 197.375,1.875,1998,2,355.5623618,0.108284488,28.55392838,34.78280723,101068.0313,7.438421726 136.875,14.625,1998,2,340.2312087,0.035865914,27.20464134,34.69453204,101601.4453,6.623683929 219.875,49.625,1998,2,327.1590758,0.267796755,6.722142696,32.574727,98801.97656,6.018575668 136.875,8.875,1998,2,350.5717604,0.087583624,27.3928566,34.58369559,101379.0859,7.513134956 215.875,21.125,1998,2,328.4438621,0.055247784,23.21035576,35.16430998,102004.5313,4.37726593 183.375,0.125,1998,2,356.2006924,0.1330394,28.89892769,34.79373533,101088.8906,5.854021072 216.375,21.625,1998,2,332.6416919,0.048107035,22.96535683,35.19987077,102022.6641,3.796513796 192.375,0.125,1998,2,353.8379644,0.099776633,28.6442852,34.87808484,101059.8359,6.227700233 199.875,8.875,1998,2,355.0229139,0.081703924,26.49607086,34.55200493,101317.9688,9.95274353 151.375,3.375,1998,2,373.7252831,0.148707494,28.40214157,34.88870817,101224.125,6.542778015 196.625,0.375,1998,2,352.373764,0.069863833,28.61321449,34.90305334,101057.2109,6.213659286 201.375,10.625,1998,2,361.0666588,0.108437538,25.73857117,34.53249985,101410.1641,9.966670036 197.125,8.625,1998,2,347.2537255,0.103737064,26.76892853,34.72793126,101304.9688,10.0368824 136.875,11.875,1998,2,345.4694337,0.061985299,27.47285652,34.46693081,101487.0156,7.340286255 177.125,47.375,1998,3,372.4079107,0.36149618,3.478709698,33.08683681,100423.0313,4.170062542 149.375,11.125,1998,3,354.4819263,0.049982488,27.41903114,34.88633519,101369.7969,7.058477402 137.625,33.625,1998,3,305.651277,0.478428841,19.05580521,34.67203373,101724.2266,4.823055267 149.875,10.125,1998,3,355.9153421,0.068381064,27.54322624,34.86775792,101331.1875,7.281246185 249.875,2.375,1998,3,377.3381504,0.159728348,29.56064415,33.7963208,100896.9609,2.720073223 148.875,12.375,1998,3,352.9476087,0.039498556,27.29322433,34.87795156,101415.625,6.689524651 147.125,17.625,1998,3,339.868981,0.028965073,26.67161179,34.91947854,101639.4063,4.847456455 249.625,9.125,1998,3,343.437637,0.109941155,27.4141922,34.13125825,101021.7109,6.979136467 215.875,47.875,1998,3,338.4433465,0.312813103,6.407742023,32.78976095,100892.9219,2.204241753 178.625,47.625,1998,3,369.9526357,0.375376254,3.496129036,33.07220608,100334.7109,4.356282234 234.375,46.375,1998,3,304.817001,0.539405286,10.44741917,31.56564233,101464.6719,1.914318562 246.625,18.875,1998,3,329.899097,0.137003943,24.68774223,33.86662281,101423.7109,5.217660904 168.125,45.625,1998,3,387.0629615,0.280523896,3.094516039,33.36516893,100737.7969,2.413529396 141.375,35.375,1998,3,297.348729,0.370295316,17.88451576,34.53851157,101610.0156,2.899266005 146.125,37.625,1998,3,343.0776694,0.355609268,11.46096706,34.41950017,101479.9141,5.037311554 172.125,46.375,1998,3,375.9841738,0.301263303,4.291935444,33.256495,100652.6484,2.752307892 243.125,30.375,1998,3,343.6856978,0.212382808,16.11999893,33.82318956,101527.1563,5.999038696 142.125,24.125,1998,3,315.8967172,0.072369173,23.84225845,35.09793097,101856.2969,1.898701668 245.375,23.375,1998,3,340.593504,0.241913483,21.20064545,33.62436974,101532.0781,5.90656662 245.625,22.875,1998,3,339.4224384,0.193401784,21.38967705,33.61581838,101518.9688,5.804878235 144.375,21.875,1998,3,321.5578124,0.063303769,25.64741898,35.06660688,101802.2813,2.886657715 149.875,9.875,1998,3,357.7468782,0.070537329,27.60612869,34.871683,101322.2813,7.323570251 148.125,38.375,1998,3,339.5107142,0.39698032,10.56935501,34.3071261,101342.6563,5.69473362 200.875,47.875,1998,3,339.6674981,0.33042264,5.327419281,32.77731991,100410.0859,4.086090088 160.625,43.625,1998,3,362.3573656,0.307788938,3.886128902,33.36048895,100798.3203,2.264657974 147.375,38.125,1998,3,343.5058605,0.493901017,10.80032253,34.31984234,101392.5156,5.565870285 227.125,47.375,1998,3,328.8151462,0.348214,8.060322762,32.69242942,101259.6328,2.584785938 247.125,17.375,1998,3,327.44489,0.124935858,25.34903145,34.13376617,101367.125,5.357551098 249.375,2.125,1998,3,376.8750652,0.1648563,29.53322601,33.89018548,100899.4766,2.286991596 196.625,47.875,1998,3,337.3077867,0.316034645,5.359354496,32.84398854,100205.9141,4.697331429 230.125,47.125,1998,3,327.5773903,0.296554685,9.287741661,32.26694953,101359.6953,2.323071957 214.375,47.875,1998,3,337.9841043,0.28507486,6.247096539,32.79816425,100864.8438,2.290673494 187.125,47.875,1998,3,346.7319767,0.281837016,4.756128788,33.11588293,100042.1641,4.410054207 211.375,47.875,1998,3,336.9201891,0.267869145,6.01935482,32.78021389,100808.5859,2.362530231 226.875,47.375,1998,3,328.125029,0.331300467,8.004193306,32.71702051,101252.4219,2.616102934 142.125,35.625,1998,3,294.4213756,0.307271093,17.39935493,34.49985784,101606.0313,3.492907047 233.625,46.375,1998,3,321.7046373,0.280876309,9.965161324,31.70953301,101454.2969,1.897519827 150.875,39.625,1998,3,354.3965029,0.324267,9.759354591,34.0520401,101135.6484,5.014902115 232.875,46.625,1998,3,302.8806564,0.753116369,10.02741909,31.91999757,101434.0859,1.968416929 141.625,25.875,1998,3,312.1607335,0.094088525,22.60548401,35.03153247,101858.9219,2.445505381 189.125,47.875,1998,3,331.6447294,0.44548443,4.71935463,33.07937574,100028.8359,4.208040714 249.875,6.125,1998,3,335.8278869,0.070914418,28.7319355,34.62592006,100928.75,6.620294571 149.875,39.125,1998,3,332.8478003,0.207204908,10.14903164,34.20233566,101208.3438,5.527187824 142.625,23.625,1998,3,316.6738839,0.076906748,24.05096817,35.10633284,101848.9766,1.963195801 151.875,40.125,1998,3,348.1019167,0.34777987,8.73870945,34.02504331,101072.3984,4.588917732 188.875,47.875,1998,3,339.4426193,0.453806311,4.726129055,33.08200949,100029.1641,4.238370895 136.125,32.125,1998,3,304.556466,0.266965657,19.62870979,34.80099434,101771.0938,3.256544113 216.625,47.875,1998,3,343.0319269,0.241716251,6.586128712,32.7766645,100905.375,2.278515339 151.375,4.125,1998,3,377.7946303,0.105226874,28.54774094,34.91210723,101159.1875,6.476204872 185.125,47.875,1998,3,365.5372673,0.281376898,4.005806446,33.12099183,100082.3672,4.436099529 228.875,47.125,1998,3,326.6734263,0.285954416,8.862257957,32.44468468,101322.6641,2.458083391 212.125,47.875,1998,3,336.4243417,0.327124715,6.10354805,32.77666771,100824.4297,2.301421881 149.125,38.875,1998,3,346.2334119,0.269135177,10.11935425,34.27766925,101263.5625,5.767593384 249.625,8.125,1998,3,342.0114644,0.069248691,28.30967712,34.13367891,100985.6641,7.156165123 201.875,47.875,1998,3,350.5920411,0.311262399,5.209032059,32.80572623,100456.9453,3.914117336 142.125,27.625,1998,3,303.2091963,0.217191607,20.90870857,35.03491884,101832.5938,2.308529139 182.875,47.875,1998,3,363.5905197,0.36317274,3.989354849,33.0897758,100145.3984,4.447701454 151.125,39.625,1998,3,353.4765346,0.347485721,9.6554842,34.03347868,101125.9766,4.937410355 241.375,29.625,1998,4,343.540374,0.122374721,16.21899986,33.74154162,101780.1563,6.290764809 142.375,32.125,1998,4,307.7595583,0.221230417,20.83333206,34.77844012,101851.2188,3.22678256 170.375,43.875,1998,4,348.1168678,0.364931238,5.938666344,33.18479794,101536.7188,8.052329063 160.375,42.125,1998,4,339.0776508,0.371945232,5.326666355,33.35238671,101615.6406,5.675624847 187.875,44.875,1998,4,339.789067,0.308533341,6.272999763,33.34626251,101905.4531,7.28584671 146.875,37.625,1998,4,299.6717815,0.864746213,13.93799973,34.56708598,101850.6719,1.673977852 141.625,33.375,1998,4,312.6654202,0.300145775,20.02499962,34.75715005,101770.875,3.071452141 234.875,4.875,1998,4,369.7463754,0.154171705,28.71433258,34.55153072,101058.4141,6.871968269 195.625,45.375,1998,4,338.2579501,0.252778888,6.17933321,32.98616928,101899.7734,7.741561413 207.625,46.375,1998,4,345.9398427,0.284301579,6.831999779,32.95750475,101650.0547,7.85389328 165.625,43.125,1998,4,351.7340844,0.355971231,5.33833313,33.2410835,101547.0938,7.106401443 220.625,47.375,1998,4,343.4953618,0.334312677,7.617332935,32.81553078,101620.0156,4.462052345 218.875,52.625,1998,4,345.028706,0.305901796,6.332666397,32.73408425,101043.2344,4.555960178 234.875,4.125,1998,4,375.9234328,0.210966006,28.298666,34.54648995,101044.8672,6.285070419 202.125,54.875,1998,4,377.2139562,6.138123989,5.793333054,31.96875596,100355.1328,3.916701794 235.125,1.125,1998,4,376.0014635,0.207207412,28.50533295,34.84455341,101035.2578,3.217976093 236.125,12.375,1998,4,340.0144369,0.148657103,25.222332,34.44955373,101368.9844,8.341099739 178.625,52.125,1998,4,444.9806248,0.49050799,3.388999939,33.25382811,100336.1875,5.344069481 224.875,50.125,1998,4,339.5155162,0.364930838,7.65599966,32.70743006,101535.2422,3.778627872 221.625,47.375,1998,4,338.1934099,0.345827162,7.642999649,32.83695298,101648.4141,4.229016781 237.125,16.125,1998,4,328.4255996,0.13308163,23.25399971,34.49374104,101573.6953,7.534988403 225.625,49.875,1998,4,335.7349109,0.358057588,7.887000084,32.69156235,101578.2813,3.647988319 233.625,47.125,1998,4,311.834655,0.352845043,10.40566635,31.52032039,101802.2266,2.394170046 238.625,20.375,1998,4,336.8456064,0.083779171,21.22933388,34.22305197,101770,6.33175087 194.375,45.375,1998,4,338.0687724,0.333014399,6.004333019,33.07943207,101897.5859,7.665948868 225.625,47.875,1998,4,334.0346864,0.228350788,8.139332771,32.79442608,101724.5547,3.54638648 144.125,32.125,1998,4,322.872487,0.214035481,20.31399918,34.79583865,101921.5156,3.338442326 190.125,45.125,1998,4,338.8451264,0.316117525,6.116333008,33.29192013,101902.6172,7.543682575 235.125,7.125,1998,4,337.0588279,0.099324867,28.01633263,34.38585865,101122.7578,7.9726367 179.625,51.625,1998,4,473.6154187,0.55190891,4.08166647,33.21799129,100419.1484,6.062355995 181.625,44.625,1998,4,346.8894463,0.388928235,5.878666401,33.4628281,101774.5859,7.340138435 150.125,44.875,1998,4,336.9208187,0.641929865,2.18599987,33.11285937,101468.9844,3.478512287 151.375,39.375,1998,4,345.1990573,0.449582547,10.74399948,34.42953932,101800.5313,3.438926697 146.875,42.875,1998,4,283.6875181,1.157796144,2.125,32.98438615,101647.375,2.37569046 212.125,55.875,1998,4,356.3752443,0.427194715,4.879333019,32.42380702,100544.0078,3.423617601 151.625,39.375,1998,4,349.4550087,0.471736431,10.82866669,34.40343988,101800.9063,3.519236088 191.375,45.125,1998,4,338.3574128,0.330379069,5.924999714,33.24123627,101920.5313,7.487067223 238.125,19.375,1998,4,329.0498541,0.083302587,21.66866684,34.18746322,101733.5156,6.6495924 209.125,46.625,1998,4,348.1778607,0.302143812,6.867666721,32.95417196,101589.1016,7.59847641 236.375,12.875,1998,4,331.303492,0.186786206,24.9046669,34.44295496,101396.7266,8.262047768 222.625,47.625,1998,4,338.0404626,0.331858069,7.606999874,32.85149115,101657.9219,4.046898842 186.625,52.625,1998,4,451.6858335,0.458336681,3.650333166,33.20559216,100429.75,6.262217522 152.625,39.875,1998,4,336.340038,0.415830493,10.75666618,34.12668234,101763.9844,3.846163034 239.625,24.375,1998,4,353.1652015,0.081291132,18.7626667,34.47102547,101862.6328,5.62921524 192.125,53.875,1998,4,431.495837,0.512318671,4.547333241,32.76667857,100359.7266,5.437220573 186.625,44.625,1998,4,342.1783528,0.273859203,6.241333008,33.40727067,101918.4531,7.207177162 137.875,34.375,1998,4,286.6589561,0.613690972,19.95899963,34.40942395,101663.5469,0.531632304 177.625,52.375,1998,4,415.9870875,0.584909022,3.13166666,33.27196902,100298.5,5.006434441 146.125,31.875,1998,4,307.7321595,0.227808058,19.98999977,34.83315891,102015.8438,3.411241531 157.125,49.625,1998,4,263.6301489,0.741469622,1.798999906,33.40779614,100987.0313,3.7417202 240.125,25.875,1998,4,350.0898295,0.082439318,18.19866562,34.28792781,101860.3359,5.731509209 226.375,49.625,1998,4,346.772895,0.273235798,8.026666641,32.63917667,101621.2109,3.536429405 176.875,52.625,1998,4,424.6097292,0.556973696,3.177666664,33.26995552,100271.2969,4.682239532 164.125,51.625,1998,4,396.026149,0.561559141,2.392666578,33.22786236,100646.6406,2.223026752 234.875,4.625,1998,4,371.5312286,0.165722892,28.63500023,34.5657078,101053.3906,6.694004059 166.625,52.125,1998,4,370.2563606,0.343120754,3.136999846,33.08592379,100571.4219,2.612285614 141.375,35.375,1998,4,313.4951336,0.39191258,19.49300003,34.56932408,101739.5156,1.879872084 238.625,21.125,1998,4,341.8941752,0.072960801,20.3623333,34.3237552,101802.9844,6.116109371 175.625,44.625,1998,4,340.8349478,0.318008542,6.140999794,33.25189877,101553.3203,8.033472061 181.125,52.125,1998,4,450.4766845,0.446570426,4.200999737,33.33122343,100389,6.003687382 228.875,48.875,1998,4,335.0547167,0.243189231,8.720000267,32.42576903,101731.2188,2.677820206 187.375,52.875,1998,4,450.0996711,0.425817281,3.698999882,33.1356734,100409.9766,6.230700493 152.375,39.625,1998,4,340.1366158,0.417832345,10.85199928,34.22992975,101783.1563,3.802234173 174.625,52.875,1998,4,392.5316922,0.56952697,2.973333359,33.18861109,100279.2188,3.831522942 180.875,44.625,1998,4,341.5510435,0.329376335,5.978332996,33.4326092,101750.7734,7.494997978 138.375,34.375,1998,4,295.3226156,1.58897078,19.7266655,34.45276469,101669.8281,0.835700154 168.625,52.375,1998,4,375.075744,0.346103728,3.174333334,33.07523578,100499.875,3.047357559 178.375,44.375,1998,4,337.0009679,0.3038221,6.546000004,33.36531264,101693.6406,7.801744461 237.125,15.875,1998,4,329.3943383,0.136634201,23.44633293,34.48708534,101559.8203,7.59162569 147.375,31.875,1998,4,313.063583,0.205306455,19.71933365,34.8711921,102065.5938,3.107611656 211.375,55.875,1998,4,376.9949503,0.374066561,4.904666424,32.39384228,100508.3984,3.185788393 218.125,53.125,1998,4,348.0446337,0.27672565,5.806999683,32.73222578,100973.2109,4.407235146 222.875,50.625,1998,4,343.8870992,0.281091779,7.148999691,32.74456561,101409.8359,4.465582848 202.625,46.125,1998,4,339.5345092,0.340996087,6.358333111,32.90033954,101731.2188,8.163550377 156.375,48.875,1998,4,360.5484608,1.851433396,1.786999941,33.46226102,101056.7188,3.68987751 203.875,46.125,1998,4,346.3926363,0.282835811,6.360333443,32.87733042,101724.8828,8.135858536 220.625,51.625,1998,4,348.6464037,0.272017419,6.759333134,32.77251589,101208.6172,4.841890335 169.625,52.625,1998,4,385.6464858,0.407244176,3.600666523,33.10971016,100455.6875,3.274569511 201.125,45.875,1998,4,336.7103145,0.275935441,6.370999813,32.89887053,101783.1094,8.157832146 209.625,55.875,1998,4,362.1969766,2.215502739,5.339333057,32.37610012,100442.2031,2.657801628 199.625,54.125,1998,4,366.0228872,1.463695884,5.409333229,31.88784415,100411.8281,5.201655388 239.375,23.375,1998,4,348.0244438,0.10774491,19.18533325,34.35220629,101851.4922,5.700963974 158.125,47.625,1998,5,343.4034826,0.616906106,2.693871021,33.01206702,101091.5703,3.307169914 197.625,21.875,1998,5,334.2402318,0.070350222,23.65677261,35.35874772,102029.2188,8.580856323 233.625,47.125,1998,5,308.9625843,0.201798528,12.06838703,31.79633918,101565.9375,4.334711075 148.625,44.125,1998,5,172.8878557,6.259126663,3.163548231,32.53245097,101367.9375,2.957184792 235.125,46.625,1998,5,294.3877636,0.897298217,12.65967751,31.47820926,101544.3125,3.79662466 152.125,31.875,1998,5,322.0871907,0.116582826,22.02193451,34.96108991,101965.9219,2.424890995 142.625,35.875,1998,5,310.9816857,0.400954396,20.98225784,34.476753,101588.3906,2.410390854 195.375,54.375,1998,5,389.2564294,0.679680645,5,32.26878119,100515.2813,4.488536835 181.125,25.875,1998,5,338.4627148,0.050263427,23.16580582,35.36832476,102181.7188,5.983758926 192.625,54.125,1998,5,419.7943024,2.852371855,4.709032059,32.68218768,100407.4609,5.868512154 147.125,40.125,1998,5,313.850794,0.738708913,10.55806446,33.37235487,101590.7344,2.366648674 145.125,41.875,1998,5,262.3268403,1.33510828,6.497096539,32.89908051,101441.4063,3.362842321 142.875,37.875,1998,5,284.9578443,0.545967638,17.34451485,33.64256197,101561.1875,2.330303669 144.125,38.125,1998,5,290.2010913,0.713115215,15.85903168,33.73244947,101587.625,2.397735119 142.875,38.125,1998,5,264.2135935,0.645866573,17.06999969,33.56809276,101554.25,2.44547081 193.625,54.375,1998,5,398.7270826,0.624355972,4.629032135,32.47897917,100406.6953,4.772971153 215.625,52.125,1998,5,347.4580361,0.221051455,6.795806408,32.65789717,101650.7109,5.215363503 147.125,34.625,1998,5,298.9532042,0.293100178,21.49709702,34.82410145,101771.4688,2.152071714 190.125,53.625,1998,5,417.3279592,0.509706378,4.846451283,33.04160476,100370.5391,5.850805283 145.875,41.625,1998,5,292.1423909,1.779432654,5.725806236,32.83409429,101479.3672,3.041074276 198.125,21.875,1998,5,335.162728,0.072120272,23.68032265,35.3566429,102028.5625,8.533309937 210.375,13.375,1998,5,346.0680177,0.069545172,25.03096771,34.85513902,101474.2891,9.373226166 207.125,16.375,1998,5,337.7842778,0.057839252,24.11257935,34.849078,101674.8516,9.118549347 143.625,33.375,1998,5,318.8779878,0.14152655,22.34161186,34.74850661,101663.0469,3.073462009 144.875,41.375,1998,5,289.0691076,1.671693325,6.480000019,32.77117294,101469.9688,3.190316677 223.125,3.375,1998,5,375.8084392,0.1645751,28.20064545,34.97574872,101056.8828,4.829050064 150.375,45.125,1998,5,266.2862815,1.702106714,2.89322567,32.58961457,101314.4688,3.227369308 228.875,48.875,1998,5,319.5862593,0.488418818,10.20258045,32.44133741,101639.6719,3.895542145 194.625,54.375,1998,5,404.2022644,1.947569188,4.849999905,32.38844919,100462.5156,5.07951355 213.625,10.875,1998,5,337.2175815,0.106490187,26.10677338,35.03981334,101324.5234,9.537795067 165.125,29.125,1998,5,339.8380785,0.06384299,22.52774239,35.31183898,102066.5313,2.986386299 213.625,10.625,1998,5,337.8547237,0.092875421,26.26645088,35.050919,101309.3359,9.597484589 212.125,52.875,1998,5,367.3144821,0.596058488,6.025806427,32.53856921,101462.7109,5.860253334 144.375,42.875,1998,5,190.6101702,1.228330374,5.457419395,32.96195221,101347.3594,2.443485022 230.625,48.375,1998,5,290.1555716,0.197198808,11.00129032,32.16278517,101599.3672,4.157608986 199.875,54.125,1998,5,347.8852743,5.310002498,6.172580719,31.89715207,100749.8125,5.933228493 157.375,47.375,1998,5,390.5128677,0.346210718,2.880967617,33.04099393,101115.1641,3.423756838 180.125,51.375,1998,5,467.7115404,0.982770801,4.712903023,33.07009953,100611.4141,4.639090538 142.625,36.125,1998,5,311.188284,0.29535237,20.84096718,34.39999318,101585.2188,2.297199965 209.875,53.125,1998,5,377.8225822,0.509082019,6.042902946,32.57920641,101334.5703,6.157975674 161.625,48.625,1998,5,379.8852923,0.386210561,2.938387156,33.10760951,101004.6172,2.507398605 202.375,53.875,1998,5,243.6185494,2.31192255,6.480322361,32.21184453,100899.5859,6.212860107 150.375,33.625,1998,5,295.0541428,0.14054215,20.53419304,34.85066438,101883.5,2.359823465 148.625,31.875,1998,5,300.278661,0.147052839,21.38709641,34.91238838,101861.0469,2.910097599 207.375,23.625,1998,5,333.4850895,0.095701113,21.9751606,35.4380188,102238.9609,8.589078903 147.875,43.625,1998,5,195.658752,4.884115696,3.830967665,32.4125396,101390.5,2.932347775 140.625,33.875,1998,5,324.6615547,0.136239573,24.0948391,34.6156503,101537.4844,2.600674152 150.125,41.375,1998,5,354.6976562,0.380529225,9.118063927,33.37545836,101566.4297,2.448404312 202.625,53.875,1998,5,246.1078807,2.276112556,6.548064232,32.2465035,100911.2734,6.208810806 193.125,23.125,1998,5,329.4081958,0.062201224,23.77709579,35.32151759,102112.0234,8.228538513 154.625,46.625,1998,5,282.5367418,1.462565899,3.210967541,33.04295599,101186.8828,3.538694382 146.375,32.375,1998,5,313.8652781,0.142172992,22.31354713,34.80703962,101778.0781,2.816383362 218.375,51.625,1998,5,326.6147754,0.40480563,7.500645161,32.78322542,101712.3203,4.728196144 197.875,54.125,1998,5,350.2361605,2.755879641,5.767096519,31.89542395,100652.0469,5.969565868 151.125,41.625,1998,5,380.0105203,0.48615399,8.491290092,33.41347128,101564.3594,2.446888924 144.375,41.375,1998,5,218.6616451,1.62253356,6.394838333,32.71558875,101459.1094,3.2012043 144.125,37.875,1998,5,285.0361383,0.820276856,15.95774174,33.8496843,101595.1563,2.390788555 181.875,52.125,1998,5,459.9514472,1.282320733,3.944515944,33.23280996,100503.4844,4.774675846 143.375,32.625,1998,5,316.2504106,0.115908638,22.39225769,34.77952677,101666.0625,3.129534245 146.125,41.625,1998,5,229.5163532,1.62153554,5.59548378,32.84296328,101485.5391,2.978814363 150.125,45.125,1998,5,255.602284,1.961033821,2.777419329,32.57840782,101312.6719,3.307914495 158.625,30.625,1998,5,329.9123471,0.075351864,22.28935432,35.11503792,102075.8125,1.916461468 209.625,53.125,1998,5,371.3076484,0.519579053,6.07677412,32.58936101,101323.6484,6.172268867 166.625,49.625,1998,5,374.7940702,0.346740007,3.403870821,33.20804,100909.9063,2.280982971 222.125,3.375,1998,5,387.9108087,0.169567615,28.06096649,34.93999875,101054.4844,4.977095604 142.625,33.375,1998,5,317.8579113,0.185200468,22.59806442,34.72089082,101623.0156,3.064310551 235.375,0.375,1998,5,388.9054726,0.173447743,27.16612816,35.10292614,101082.3359,3.157052517 149.625,41.125,1998,5,337.5651991,0.350257337,9.675483704,33.32729274,101574.0234,2.505804062 152.125,41.875,1998,5,371.3345832,0.374197781,8.832258224,33.43730897,101559.6016,2.582306385 193.625,22.875,1998,5,331.6477772,0.066835828,23.84064484,35.33064544,102094.7656,8.319966316 152.875,31.625,1998,5,327.236209,0.096966729,21.50354767,34.98287445,101988.4766,2.356777191 141.625,41.625,1998,5,250.0832089,0.641057551,10.30999947,32.76026485,101386.4531,2.994102001 201.125,53.875,1998,5,260.4036423,2.252162218,6.132903099,32.10282686,100840.0469,6.149973869 219.125,51.625,1998,5,338.6622016,0.303789198,7.409031868,32.76315707,101706.3125,4.51214695 153.875,46.375,1998,5,307.4167511,1.729607105,3.108386993,32.98334527,101210.4219,3.501821518 151.875,34.875,1998,5,293.1042235,0.20793049,21.29903221,34.77999276,101883.3906,2.015338421 148.375,40.875,1998,5,324.8660337,0.59917742,7.615160942,33.22098249,101573.75,2.425868988 150.125,44.875,1998,5,261.4407758,1.886240721,3.045483828,32.57724088,101331.8438,3.213306904 211.125,53.125,1998,5,371.2898215,0.393154889,6.039031982,32.53544563,101388.8672,6.026982307 151.125,32.125,1998,5,331.0460508,0.112925701,21.75419235,34.92626756,101935.2188,2.644490719 174.375,50.625,1998,5,435.8291359,0.768296239,4.545161247,33.04117048,100734.5156,3.415714264 189.375,53.625,1998,5,412.539678,0.395609289,4.891613007,33.10804361,100346.7266,5.609457016 199.375,54.125,1998,5,345.2746825,0.747260153,6.249354839,31.89041293,100725.5625,5.933703423 207.875,15.375,1998,5,343.7656936,0.060701411,24.35225677,34.91545516,101606.6875,9.246676445 234.375,46.625,1998,5,308.9747261,0.199528024,12.51677418,31.6662178,101565.6094,4.042773247 196.875,54.125,1998,5,332.7799588,3.314413309,5.711290359,31.98427871,100604.2031,6.013195992 167.625,49.875,1998,5,373.0989242,0.334105194,3.457741737,33.15218824,100883.4688,2.268979549 144.125,38.625,1998,5,252.1357161,0.589278698,15.08096695,33.47929871,101573.9688,2.322208881 182.875,52.375,1998,5,426.1856604,0.338202596,3.637419224,33.28984356,100459.7891,4.764416695 204.625,18.375,1998,5,334.7232487,0.088441662,23.6958065,34.78813326,101809.4297,10.58081245 143.125,33.375,1998,5,317.5306156,0.165373549,22.55064392,34.73830682,101643.0078,3.059666157 225.625,3.375,1998,5,367.3799083,0.176614597,28.21193504,34.95666748,101061.4766,4.506587982 190.875,53.875,1998,5,417.6590328,0.451700419,4.412258148,32.96898913,100363.3281,5.722838402 188.125,24.125,1998,5,334.8469574,0.059860017,23.48386955,35.43061912,102142.7188,7.17374897 166.875,28.875,1998,5,331.7679753,0.057826269,23.20806313,35.30681908,102080.6172,3.157756805 214.375,9.875,1998,5,341.5661659,0.114737965,26.59967613,35.02957153,101260.8359,9.71139431 150.875,45.375,1998,5,285.9753236,1.525361896,3.039999962,32.61739284,101296.7813,3.223106861 144.125,33.875,1998,5,314.9980672,0.190654576,22.58774185,34.75047499,101674.9063,3.032819271 225.125,50.125,1998,5,334.76464,0.395451903,9.617096901,32.72100294,101686.8672,3.655792236 162.625,48.625,1998,5,375.0445868,0.399490803,3.062903166,33.17269784,101000.7969,2.435852051 149.375,32.375,1998,5,300.5161308,0.160633892,20.79225731,34.89123183,101877.4375,2.850446224 150.375,32.125,1998,5,319.77527,0.123255216,21.03193474,34.91226465,101913.1016,2.782228947 231.875,31.875,1998,6,352.2858112,0.089793555,17.28800011,34.17548543,102086.5703,6.336841106 164.875,45.375,1998,6,341.698259,0.388387222,5.817666531,33.053572,101646.2344,2.046507359 202.375,19.625,1998,6,340.7873336,0.078395359,24.6693325,35.09616995,101726.9609,4.124876976 228.125,31.125,1998,6,348.2718531,0.103446461,17.38533211,34.29111898,102269.5469,6.538399696 165.125,32.125,1998,6,350.8660494,0.089806907,22.42333221,34.87332022,101606.7422,2.020256281 227.375,52.375,1998,6,301.3202303,0.392669708,11.16466618,32.18901038,101991.8594,7.853941917 164.875,47.125,1998,6,346.7030449,0.458681554,4.773666382,33.0568682,101553.4844,2.848840952 204.625,10.125,1998,6,347.5091432,0.107449353,27.42299843,34.9888311,101212.6641,8.892109871 203.375,15.375,1998,6,345.2971911,0.045736615,25.48566628,34.84212148,101506.8438,8.622130394 239.625,33.625,1998,6,311.8251684,0.827383041,15.67866611,33.39247578,101548.5703,6.95817852 224.125,53.375,1998,6,281.3954078,0.735786617,9.840000153,32.48635107,102123.6016,5.761820793 230.125,51.625,1998,6,276.7197783,1.248128295,12.64833355,31.85992819,101843.9531,5.838496208 202.625,18.875,1998,6,339.033607,0.085716747,24.8769989,35.03097123,101702.7031,4.804636955 148.125,15.875,1998,6,371.244627,0.038797867,28.46099854,34.76424301,101281.9219,6.302918911 150.125,41.125,1998,6,311.9918534,0.665696621,13.32999992,33.58373952,101377.8281,1.9202528 202.375,20.375,1998,6,342.4264189,0.067478977,24.55666542,35.16728067,101748.2578,5.288047791 204.375,11.125,1998,6,340.8378211,0.055508845,27.05266571,34.93819749,101262.4766,8.957593918 172.375,46.625,1998,6,365.5323604,0.305509835,5.919332981,33.04028988,101542.7813,3.235453844 165.125,32.375,1998,6,331.0027329,0.106068924,22.07166672,34.86817825,101596.3125,1.895980954 164.625,44.875,1998,6,365.5831923,0.169313237,6.236666679,33.0491311,101666.9844,1.931289315 146.375,39.125,1998,6,288.64198,0.447568953,17.3983326,33.88614655,101262.1406,1.767649412 203.375,0.875,1998,6,399.0777166,0.315245211,26.55966568,35.46036232,101098.1797,5.284402847 205.125,7.125,1998,6,360.4114449,0.108416103,28.19733238,34.91232431,101118.8281,5.843046188 151.625,40.375,1998,6,256.1150137,0.736190259,13.99666595,33.87828827,101385.8594,1.900465012 171.125,46.375,1998,6,375.8931191,0.382059783,5.735333443,33.05025572,101568.6172,2.984134674 148.375,16.125,1998,6,370.7229912,0.031452198,28.52366638,34.75771844,101293.0078,6.285782337 152.375,19.375,1998,6,361.4007531,0.046439342,28.74733353,34.97954887,101443.6484,5.718280792 149.625,17.125,1998,6,363.8997194,0.028200325,28.40766525,34.76180226,101340.0313,6.114798546 143.875,40.125,1998,6,271.7869249,0.462258697,13.62599945,33.08221316,101268.4844,2.324996948 159.875,25.875,1998,6,367.412555,0.038456392,28.19733238,35.32762772,101718.7656,1.573834419 145.375,14.125,1998,6,373.3402661,0.034019638,28.72333336,34.72278565,101205.7266,6.471497059 141.125,35.125,1998,6,268.1881397,0.763600647,21.99300003,34.10715717,101066.6094,0.934224367 203.625,0.625,1998,6,417.6543812,0.359647721,26.33133316,35.47557485,101100.9063,5.243898392 205.125,1.375,1998,6,403.4034911,0.230831146,26.7796669,35.42587769,101110.5234,5.159984589 222.375,56.125,1998,6,284.2286774,1.069543123,9.80566597,32.33124948,101967.7188,3.985288143 221.625,56.625,1998,6,266.1694951,0.654189169,10.03933334,32.28890151,101951.9922,3.552989483 205.125,4.125,1998,6,357.6551487,0.180959389,28.50966644,35.08587849,101092.3906,5.443054199 164.875,43.125,1998,6,343.6423195,0.338248342,7.008999825,32.94706446,101723.9063,1.361417532 163.625,28.875,1998,6,376.1670686,0.056182478,25.37299919,35.2051326,101724.2813,1.999195933 168.125,45.625,1998,6,375.3518584,0.256612092,5.878333092,33.06726295,101630.0625,2.45403862 158.625,46.125,1998,6,366.3389875,0.413925767,5.468999863,32.94245052,101600.6719,1.703063607 219.375,57.625,1998,6,261.9624456,0.809698641,9.639332771,32.26258799,101929.4844,2.675503492 154.625,21.375,1998,6,366.7318859,0.043437466,28.62199974,34.97122234,101541.1406,5.291240692 171.625,46.375,1998,6,370.5389156,0.365506053,5.897999763,33.04848737,101564.9063,3.041090965 162.875,44.375,1998,6,373.1399399,0.42999953,6.440666676,33.02147341,101682.875,1.529401302 203.125,16.625,1998,6,346.4389434,0.055727098,25.01399994,34.85830951,101576.6484,8.518255234 229.625,31.375,1998,6,350.1254856,0.077226885,17.10499954,34.31444269,102201.1641,6.453453541 234.875,32.625,1998,6,358.7052654,0.109819166,16.81433296,33.82124192,101898.5703,6.442013264 217.125,58.625,1998,6,273.8631752,0.712335467,10.13466644,32.07499737,101873.8828,2.48093605 144.125,37.625,1998,6,293.5730867,0.656395137,19.10366631,34.13637161,101187.1563,2.019338131 160.875,26.625,1998,6,377.7222486,0.058509231,27.24033356,35.36644113,101733.0234,0.696995139 240.375,33.625,1998,6,324.2257198,0.47381404,16.87466621,33.51385379,101489.5781,7.210150719 143.125,36.125,1998,6,317.5262849,0.298447043,22.38333321,34.38924217,101124.5625,1.752352834 214.875,52.625,1998,6,332.1412163,0.42784065,8.156666756,32.54205006,102257.0938,5.478398323 190.125,0.625,1998,6,390.1905855,0.271995187,27.52666664,35.58631146,101011.7734,5.292299271 165.125,49.625,1998,6,347.0361527,0.379516006,4.940000057,33.08698845,101366.5313,3.053721189 165.125,30.375,1998,6,368.4172624,0.054968495,24.22399902,34.9782238,101679.7656,2.711699009 142.875,37.125,1998,6,318.2497972,0.345287949,20.76799965,34.09368861,101154.3281,1.96936965 225.875,53.625,1998,6,291.4142907,0.493163645,10.80599976,32.42495501,102017.2031,5.913956642 149.125,40.625,1998,6,259.7971464,1.100762963,13.27966595,33.64128739,101345.2813,1.819812059 216.125,49.875,1998,6,340.4536997,0.309159793,8.894666672,32.70403039,102612.7734,4.661449432 153.125,41.125,1998,6,262.8606032,0.974961221,13.57533264,33.61610794,101450.0313,2.138788223 214.875,55.875,1998,6,335.0024616,0.280489385,8.795999527,32.48076487,101953.625,3.833076 223.625,55.375,1998,6,254.0119794,0.572579682,9.718999863,32.35807914,101980.2813,4.832585335 147.625,15.625,1998,6,373.0767783,0.035056356,28.32433319,34.77024513,101269.625,6.263905525 231.625,50.875,1998,6,406.377431,2.346036673,11.92000008,31.44828698,101817.7344,4.456421852 230.375,51.625,1998,6,290.9102775,1.502196908,12.53166676,31.72908276,101829.2031,5.834415436 223.875,55.375,1998,6,256.7038885,0.762672961,9.785666466,32.34352213,101970.4531,4.941648483 241.625,33.625,1998,6,345.1584201,0.306353539,17.96800041,33.63623673,101446.5391,3.847361088 225.625,52.875,1998,6,301.3390747,0.510479748,10.33799934,32.48053342,102087.2266,6.282875538 215.625,27.125,1998,6,325.2325384,0.149208933,20.50899887,35.47890741,102369.3906,8.17285347 216.875,58.875,1998,6,275.6743706,0.830714881,10.17599964,32.0186452,101862.7422,2.349065304 219.625,57.375,1998,6,263.6818687,0.876700819,9.663666725,32.30808777,101942.375,2.775214434 150.875,18.125,1998,6,361.3410618,0.035529349,28.46733284,34.87820798,101385.9141,5.950698853 160.375,26.125,1998,6,379.6515127,0.036683545,27.69299889,35.3458032,101725.3203,1.271647453 135.375,38.375,1998,7,344.4240471,0.167776898,21.4548378,33.46776909,100749.1094,1.173437476 128.375,34.375,1998,7,307.0505525,0.437303215,24.5745163,32.10628313,100633.0938,1.379808664 169.625,52.625,1998,7,359.7487981,0.624819517,8.532258034,32.9150908,101121.5547,2.567801952 128.625,34.625,1998,7,301.5706722,0.415540695,24.36548424,32.17945719,100642.5469,1.186955214 232.875,46.875,1998,7,333.969625,0.153265804,14.49741936,32.09277114,101852.5859,4.254965305 164.375,51.625,1998,7,353.2884933,0.41292128,9.257419586,32.85823631,101088.8438,1.785131216 127.375,33.375,1998,7,280.5928033,0.324101835,25.72806358,31.37990224,100594.9688,2.322326422 158.875,37.625,1998,7,352.1237261,0.128105223,20.79645157,33.96194822,101451.4531,3.318909407 145.125,36.625,1998,7,320.0374101,0.17606993,22.7522583,33.82230109,100934.7031,1.015787125 161.875,50.875,1998,7,366.1136925,0.405756176,9.354838371,32.77859521,101075.4531,1.372741342 234.875,46.625,1998,7,267.2342703,0.643906951,14.75322533,31.61433375,101794.4688,3.463793278 244.875,26.875,1998,7,394.2307635,0.172860116,20.72903252,33.56388021,101231.3438,5.995675087 201.625,53.875,1998,7,248.4411825,0.879992902,10.6351614,32.21618932,101300.6016,1.224537373 164.625,51.625,1998,7,354.9918973,0.467621833,9.164838791,32.86987877,101092,1.839400768 137.125,27.875,1998,7,382.4088652,0.02398221,28.62161255,34.5588606,100980.9063,2.980092287 187.375,48.875,1998,7,337.6542815,0.299320104,9.087096214,32.71961087,101798.7266,4.220835686 217.375,49.875,1998,7,357.1852748,0.299481929,11.58967686,32.69810021,101919.1094,4.193139076 233.125,44.875,1998,7,328.1052715,0.146347016,15.39516068,32.22850087,101913.4297,4.242623329 223.375,50.375,1998,7,354.5485332,0.300766945,12.64838696,32.73984396,101962.6953,3.391655445 235.125,40.375,1998,7,348.9417845,0.916716158,12.39903164,32.78507257,101729.3594,7.592503071 164.125,37.875,1998,7,352.3110043,0.132828072,20.7251606,34.20103049,101700.5781,4.057790756 146.375,37.375,1998,7,317.9754454,0.133769825,22.58709717,33.79111594,100946.1172,1.08918786 146.375,43.125,1998,7,272.527028,0.606698632,13.7816124,32.64562351,101082.7734,1.943905354 241.625,33.125,1998,7,378.7692126,0.188291952,19.00967598,33.67741781,101310.3203,3.955278397 142.375,34.875,1998,7,336.8184639,0.059694923,25.75064468,34.10917735,100874.4063,1.844950199 195.875,54.125,1998,7,251.1409237,2.035493851,9.953548431,32.08438641,101315.6719,2.082592964 180.125,9.875,1998,7,348.8510337,0.072938509,27.89451599,34.96043324,101173.3359,7.608465195 147.375,43.625,1998,7,284.624423,1.911149144,13.14128971,32.55660439,101102.3828,2.137710094 184.625,53.875,1998,7,322.7168336,0.596671462,8.451934814,33.20473796,101384.1641,2.858742237 143.875,36.375,1998,7,308.6900321,0.167724952,23.47677422,33.89569753,100916.4609,0.934136569 169.875,37.875,1998,7,362.5284487,0.239121065,19.20387077,34.1765576,102010.0469,3.252916336 139.625,40.875,1998,7,339.7260809,0.179985955,20.71516037,33.02914721,100807.2734,2.698157072 235.375,46.375,1998,7,247.0740097,1.06116116,15.20322514,31.73905909,101791.7344,2.961970806 137.125,13.875,1998,7,393.0344428,0.03587034,29.72129059,34.73032004,101057.1563,2.512107372 151.375,36.875,1998,7,353.0127859,0.156741172,21.96451569,34.22616112,101144.8281,3.572968483 164.875,2.125,1998,7,379.1387393,0.134602621,28.98741913,34.99003607,101027.1172,4.524688721 133.375,37.125,1998,7,341.512739,0.145516619,22.71903229,33.37869763,100700.6016,1.074344635 210.875,52.875,1998,7,322.3655496,0.648548186,10.28709602,32.40284848,101500.2891,2.986807823 214.875,50.125,1998,7,342.3293254,0.403316438,11.31419277,32.62814343,101828.1094,4.366526604 186.375,53.875,1998,7,297.3378394,0.628981374,8.545805931,33.09414148,101400.5547,2.734864473 244.875,27.125,1998,7,394.8963658,0.168338791,20.713871,33.55834079,101234.1797,5.937734604 137.125,5.375,1998,7,375.5849192,0.042266663,29.88999939,34.63275737,100976.2109,3.070776939 182.125,48.125,1998,7,362.6318243,0.321776501,8.924515724,32.79868942,101829.4219,4.936180592 243.375,30.125,1998,7,375.0661186,0.161789387,19.55580521,33.67866105,101289.0156,6.665236473 172.625,53.125,1998,7,352.7112913,1.058390617,8.275484085,32.89051223,101150.5625,2.523859501 137.125,14.125,1998,7,400.2031792,0.035824232,29.71419334,34.73920864,101059.8359,2.42216301 169.375,52.625,1998,7,366.1054304,0.512636602,8.458387375,32.90980792,101117.3516,2.540719748 137.125,3.625,1998,7,367.1203086,0.051383469,30.02290154,34.66944462,100969.9844,3.47480154 233.625,47.125,1998,7,344.3043016,0.142072976,14.91193485,32.07369396,101812.7109,4.169455528 154.375,37.375,1998,7,332.6668401,0.162640333,22.18870926,34.01792741,101266.2422,3.538774014 125.625,34.125,1998,7,296.0284174,0.698774159,23.51032257,31.54484794,100527.2969,2.960616112 137.125,32.125,1998,7,358.0239242,0.062303055,26.87741852,34.04421407,100801.9766,2.544204712 164.875,0.875,1998,7,378.6458653,0.205696613,28.79709625,35.12660879,101026.8438,4.621389389 173.625,46.625,1998,7,373.8235235,0.211657912,8.835805893,32.94377977,101704.5078,4.963011742 167.875,37.875,1998,7,367.4167474,0.148425594,20.5383873,34.3344121,101912.9922,3.556221962 143.125,41.625,1998,7,263.5782292,0.644132972,16.39096642,33.11019307,101007.0156,2.672642708 143.625,41.375,1998,7,263.047061,0.548642814,16.0225811,33.01826465,101010.1875,2.221834183 243.875,28.375,1998,7,387.481615,0.227842972,19.93612862,33.58874643,101283.0078,6.153111458 154.125,47.625,1998,7,288.0343899,0.644789696,8.235806465,32.89964122,101183.9844,0.664207757 145.625,41.625,1998,7,298.2302076,0.258519024,17.12354851,32.82129341,101019.3125,2.013530254 137.125,30.875,1998,7,366.4625366,0.066838145,26.7680645,34.38445199,100851.8984,3.328146458 162.625,51.125,1998,7,365.1644204,0.420862615,9.18193531,32.79071897,101078.1875,1.538113832 137.125,5.625,1998,7,376.7104138,0.043344025,29.87548256,34.61754048,100977.3047,3.030512094 197.875,50.125,1998,7,345.2204095,0.355960459,8.782902718,32.50708556,101560.6953,4.125062943 136.875,6.375,1998,7,386.4932197,0.035588086,29.97322464,34.5863387,100981.2969,2.899083138 138.375,1.625,1998,7,373.8471452,0.052365988,30.00935364,34.66201037,100967.3125,4.454694271 168.875,37.875,1998,7,367.8625304,0.199804664,19.80806351,34.27064264,101963.3438,3.359451294 215.375,49.875,1998,7,339.6271731,0.319633693,11.58806419,32.65223438,101865.4688,4.393756866 243.375,29.875,1998,7,364.3668548,0.156473875,19.56419373,33.65865022,101292.5156,6.698841095 143.375,41.375,1998,7,262.622398,0.462764502,16.29741859,33.06547081,101006.6875,2.423457623 141.875,4.375,1998,7,374.8517898,0.047007576,29.88128853,34.65178734,100984.0234,3.729981422 137.125,27.625,1998,7,372.4114127,0.031620283,28.69903183,34.5833568,100989.6563,2.880798578 211.125,52.875,1998,7,338.4299174,1.196302772,10.2274189,32.39885676,101508.0391,3.030188799 204.625,53.625,1998,7,276.1139061,0.851648271,10.56838703,32.31634212,101345.2734,1.529937029 147.125,38.625,1998,7,302.658617,0.209766462,21.5519352,33.58445883,100954.75,0.643632293 158.625,50.125,1998,7,220.0224698,0.679294288,9.617419243,32.65901959,101086.9219,0.880471349 249.125,22.375,1998,7,429.6072609,0.092986315,26.10032272,33.58341879,101095.3359,2.154823303 193.375,49.625,1998,7,345.9500486,0.313974594,9.263547897,32.62643474,101669.7188,3.79313302 137.125,24.875,1998,7,394.4313619,0.016613089,28.90580559,34.88198966,101058.5313,1.538868189 137.125,31.875,1998,7,356.0972325,0.065877698,26.73709679,34.15152901,100810.7656,2.782389164 206.625,50.375,1998,7,316.9883226,0.281552154,9.550000191,32.5211423,101552.6094,4.278317928 220.375,51.125,1998,7,349.0602299,0.203661472,12.56193542,32.70435184,101881.4219,4.048238277 137.125,12.625,1998,7,383.5973965,0.033258166,29.40225792,34.65314639,101044.7656,2.80671072 160.875,50.875,1998,7,341.7678968,0.799201727,9.931612968,32.72725725,101065.4063,1.203305483 138.875,33.875,1998,7,332.5008035,0.216497928,25.44290352,33.83831984,100811.8125,0.884275973 234.875,40.875,1998,7,331.7926591,0.486329436,13.44064522,32.7023201,101764.9766,6.980456352 183.375,48.375,1998,7,365.0285169,0.270726776,9.168064117,32.72631311,101824.6172,4.690696716 164.875,1.375,1998,7,381.9842684,0.175450012,28.86935425,35.10316676,101026.5703,4.621414185 199.875,54.125,1998,7,267.2867252,0.706502914,10.77419376,31.89136949,101287.0547,0.963163793 184.375,53.875,1998,7,318.746085,0.471945604,8.419354439,33.20416754,101380.7813,2.850477695 245.875,25.875,1998,7,414.1968079,0.138965741,21.98806381,33.67808485,101169.5078,5.396045685 227.125,49.375,1998,7,328.8097682,0.227655143,13.58193493,32.59835362,101951.5547,3.68447113 138.875,1.125,1998,7,374.6390957,0.069805853,29.87064362,34.64610749,100968.625,4.70634079 137.125,21.875,1998,7,372.9430687,0.062453937,29.43032265,34.71172374,101080.8672,0.663095117 249.625,22.125,1998,7,416.3366687,0.141403794,26.55967712,33.71739012,101088.4531,2.007259846 148.875,36.375,1998,7,340.2641956,0.168204278,24.50322533,34.2487334,101035.5859,3.452947617 146.875,41.625,1998,7,277.985929,0.522420883,16.00290298,33.05424714,101016.7422,1.85631752 141.875,4.125,1998,7,373.5183327,0.048601449,29.83419228,34.6156556,100981.9531,3.768497944 139.375,0.375,1998,7,370.239631,0.088453628,29.57741928,34.66045064,100970.4219,5.16706562 139.625,34.375,1998,7,334.1888917,0.19792369,25.25709534,33.70170867,100819.1875,0.594807744 223.375,48.875,1998,7,351.0345087,0.171546534,13.50032234,32.82510304,102050.4141,3.2002635 234.375,46.625,1998,7,315.0791674,0.302045435,14.84129047,31.73836339,101807.6875,3.819878101 145.125,35.625,1998,7,335.9157341,0.163350284,24.44741821,34.06453973,100944.2031,1.748482943 196.875,50.125,1998,7,352.8128222,0.315404356,8.77741909,32.49354416,101574.5703,4.185017586 175.125,46.875,1998,7,363.1720299,0.208107322,8.728064537,32.92743069,101743.0703,4.946455002 146.125,37.125,1998,7,320.5739763,0.147350028,22.64483833,33.8171255,100945.8438,1.132845163 142.875,35.875,1998,7,333.1027808,0.236366048,24.12741852,34.00335747,100895.375,1.323396683 226.875,48.375,1998,7,323.7503818,0.193983674,13.93999958,32.79873979,102000.2734,3.661735535 133.875,32.125,1998,7,369.9215529,0.062558144,27.69967651,33.58066386,100740.6875,2.399535656 204.125,53.875,1998,7,305.5622234,0.752669573,10.52387047,32.28206372,101335.0078,1.429418921 215.875,49.875,1998,7,335.3070693,0.153976843,11.73580647,32.66392809,101879.2344,4.392430305 194.125,49.875,1998,7,332.3446065,0.394310684,9.08419323,32.56550646,101637.7109,3.873106718 126.625,33.625,1998,7,323.069183,0.402386099,24.30548286,31.31048527,100581.75,1.606642008 160.375,37.875,1998,7,346.6211955,0.212057322,20.00967789,34.04378706,101509.4063,3.76907444 216.625,49.875,1998,7,353.3498006,0.265165263,11.64548397,32.68069142,101899.2266,4.287959099 199.125,50.125,1998,7,334.0676121,0.295200449,8.299676895,32.53121293,101546.0547,4.111307144 172.875,53.125,1998,8,343.3443015,1.442145705,9.406128883,32.83984607,101417.4297,2.549441099 156.375,44.125,1998,8,310.0465352,0.799568415,15.88645172,32.81584477,101521.375,2.867714405 191.375,65.625,1998,8,346.5599383,2.141335726,6.591289997,30.88877457,100370.1016,0.991008997 219.625,52.375,1998,8,327.2061123,0.272788793,13.25548363,32.55270696,101709.9141,4.063269615 145.625,37.875,1998,8,353.0896611,0.201051384,23.49419403,33.81604701,101069.7734,2.715992451 232.625,35.875,1998,8,366.3055414,0.11327105,17.8245163,33.02100807,102051.8359,8.628486633 218.875,37.875,1998,8,415.0872085,0.079974063,21.62129021,33.68899399,102513.8047,1.213618636 232.875,47.375,1998,8,367.8199163,0.197226331,16.6867733,31.76019797,102107.1094,5.190144539 149.875,40.875,1998,8,311.1185351,0.237120911,20.02548409,33.53380752,101255.0469,3.645662785 199.875,54.625,1998,8,275.9964844,1.306973577,11.34935474,31.86814508,101407.9766,3.953927517 184.875,37.875,1998,8,372.8168827,0.075683415,22.58741951,34.49647957,102886.9688,2.418856144 147.125,41.875,1998,8,319.7584079,0.493142217,19.25193405,33.29000223,101127.7813,2.975541353 201.625,38.125,1998,8,350.2527205,0.082707173,20.58548355,33.92563039,102596.8281,2.508045673 196.875,37.875,1998,8,355.0732907,0.112832978,21.12838745,34.24165285,102711.5313,2.769752026 210.625,53.625,1998,8,326.1869877,0.55695349,11.9029026,32.34821498,101471.6641,3.484740973 194.625,55.125,1998,8,309.38815,0.61066407,9.833548546,32.15170726,101348.2266,3.979214191 173.875,53.125,1998,8,352.491924,1.394346356,9.14322567,32.87688732,101437.9688,3.494979858 207.125,56.625,1998,8,262.2755709,1.416715264,12.12387085,31.77306727,101266.2969,3.339896679 235.125,46.375,1998,8,303.907755,0.557448924,16.89580536,31.90940723,102021.5781,5.427592278 199.125,54.125,1998,8,278.507543,1.129008412,11.50096798,31.98415107,101449.8203,4.323649406 243.375,28.375,1998,8,402.7368135,0.111234076,21.33935356,33.58843166,101257.2344,5.016493797 153.125,43.375,1998,8,356.3167988,0.923692048,16.46806335,32.5842579,101414.8594,2.812160969 192.125,60.375,1998,8,377.9529125,2.127389006,9.169676781,30.74153176,100721.7422,4.18533802 194.625,54.375,1998,8,349.2290148,0.491523266,9.745483398,32.35884005,101426.4453,3.988865137 187.875,38.125,1998,8,371.9690701,0.079045206,21.06838608,34.45550966,102883.5781,2.19068265 168.625,52.625,1998,8,351.200229,0.671746552,10.24516106,32.75572157,101308.8438,3.169839382 151.625,33.875,1998,8,358.7540891,0.07407061,27.30774117,34.28102124,101401.3125,3.519456387 202.375,54.625,1998,8,262.8893035,1.565194607,11.85677433,32.05073947,101425.0234,3.886991501 151.125,42.875,1998,8,322.2276133,0.547976255,16.66580582,32.87932301,101322.0078,3.369357109 219.875,37.875,1998,8,429.8042469,0.078698561,21.72709656,33.70278102,102512.6016,1.152104974 226.375,51.125,1998,8,340.7549628,0.409758389,14.83161259,32.40447152,101955.9219,2.923245907 232.875,35.875,1998,8,365.7316722,0.115352251,17.74386978,32.9941408,102026.7109,8.847738266 192.625,54.375,1998,8,450.7532593,0.812981725,9.906451225,32.5760482,101443.8125,4.694581032 189.375,50.375,1998,8,322.5322978,0.582027435,11.47483826,32.53673625,101953.5156,5.564729691 238.625,35.125,1998,8,286.1684144,0.693780601,16.81709671,33.51793134,101391.8125,7.994269371 179.125,38.125,1998,8,371.0866307,0.078427695,23.11903191,34.25057656,102834.0938,2.76794672 249.625,20.125,1998,8,382.787662,0.123311043,28.6935482,34.52376735,101091.9531,0.574264288 137.625,39.875,1998,8,356.3014184,0.168731108,23.67290306,33.5399949,100873.5313,0.446404129 137.875,39.875,1998,8,364.6472413,0.168583333,23.55548286,33.49194962,100873.5313,0.493307948 229.375,44.625,1998,8,377.4099235,0.114887424,17.49838638,32.83787179,102320.7813,3.069564581 151.875,39.625,1998,8,318.1761642,0.200576231,21.74128914,33.90838474,101380.4531,3.57536602 241.125,32.125,1998,8,383.905654,0.175128877,19.64677429,33.52988076,101346.5859,5.345932007 132.375,36.875,1998,8,332.91187,0.216659293,26.81161308,32.67465067,100827.5938,1.607959747 179.875,47.375,1998,8,377.5720063,0.374933063,12.22935486,32.79708481,102197.9375,4.962175369 192.625,57.125,1998,8,309.3966843,1.25325346,9.968709946,32.05523539,101108.8828,4.56897831 237.875,35.875,1998,8,341.5036634,0.592791796,15.80161285,33.45617461,101487.2891,8.576890945 140.875,41.625,1998,8,346.4851374,0.497925431,21.42290306,33.00338805,100956.5,2.141643047 178.875,46.875,1998,8,380.9324509,0.430540428,12.61225796,32.83935267,102223.6719,5.422445774 166.875,45.625,1998,8,401.8918274,0.215024427,13.42709637,32.95263541,101896.5,5.342173576 151.875,31.625,1998,8,406.2842498,0.05172703,27.26645088,34.55090487,101428.7344,3.487158298 185.625,49.125,1998,8,350.713527,0.51270771,11.63193512,32.61976016,102122.5078,5.551939011 235.375,40.125,1998,8,463.8233056,1.153618217,12.89967728,33.10451823,101670.1563,10.75055027 211.625,53.625,1998,8,331.7829167,0.57970804,11.86516094,32.37670058,101470.5703,3.426626205 154.125,40.375,1998,8,333.7699733,0.123903029,21.94451523,33.56003976,101489.3125,3.279531002 148.125,39.875,1998,8,312.3773148,0.183587104,21.83225822,33.59526223,101169.6719,3.135138988 237.625,36.375,1998,8,350.8572665,0.982223392,15.35516071,33.4288218,101513.8359,7.406129837 191.625,54.375,1998,8,353.0688549,0.825493515,10.01451588,32.70536178,101443.4844,4.718442917 135.375,38.625,1998,8,343.0351838,0.165636733,24.76387024,33.63547349,100864.8984,0.593447268 172.875,38.125,1998,8,369.0919291,0.094115235,24.1325798,34.13892645,102610.375,4.55152607 229.125,36.625,1998,8,374.5006352,0.107988037,19.21290207,33.42221683,102330.0625,5.90374279 127.125,34.125,1998,8,317.2361551,0.84851253,26.65225792,31.35305843,100854.8516,2.039450169 127.625,34.125,1998,8,317.862466,0.509731174,26.90386963,31.42852876,100859.4375,2.580158234 241.625,30.875,1998,8,378.9483477,0.156901389,20.13193512,33.50365716,101346.6953,5.324025154 176.875,53.375,1998,8,348.2200494,0.526656992,9.259999275,33.01514423,101487.6719,4.163141727 186.125,53.875,1998,8,328.8889941,1.438714385,9.810645103,33.02194715,101520.2813,5.20370388 180.125,37.875,1998,8,364.5185808,0.06996464,23.10645103,34.27255809,102844.7969,2.751887321 142.125,41.625,1998,8,329.5916976,0.464389294,19.84000015,32.99694872,100986.0938,2.644319534 241.875,30.625,1998,8,383.8225626,0.151305407,20.3803215,33.48588401,101333.5859,5.320253372 147.125,36.125,1998,8,360.9263367,0.160854444,26.22096634,34.20825601,101158.0938,4.120184422 211.625,38.375,1998,8,392.4220003,0.084016033,20.83548355,33.92362529,102470.1094,1.468252897 145.375,41.375,1998,8,321.4421639,0.207581446,20.27612877,32.97935766,101056.6094,2.208250046 182.125,37.875,1998,8,372.6598188,0.076572642,22.58419228,34.38456112,102874.0781,2.551034927 155.625,44.125,1998,8,290.0290365,0.719920516,16.52000046,32.6915158,101492.8594,2.851788044 148.375,39.875,1998,8,306.3502765,0.219740376,22.06967735,33.59977251,101181.6875,3.155021191 179.375,46.875,1998,8,378.6291381,0.355775282,12.69903183,32.8333931,102238.6328,5.417182446 247.625,22.625,1998,8,430.7454917,0.09592957,27.58386993,34.34343809,101115.3281,1.802322626 191.125,37.875,1998,8,368.8287224,0.100421876,21.41064453,34.34916478,102834.8594,2.485046864 136.375,39.125,1998,8,329.5037549,0.205312684,24.18580627,33.66852087,100869.4844,0.226840734 160.875,45.125,1998,8,399.2113109,0.396384209,15.06806469,32.94779712,101631.75,3.890749454 142.875,41.625,1998,8,328.4643959,0.585475385,19.48161316,32.97151423,101014.8828,2.687612534 235.125,41.375,1998,8,378.3242863,0.768515885,13.27483845,33.044976,101760.8203,10.64592361 191.375,65.375,1998,8,338.4068927,1.639181137,6.637096405,30.97885707,100376.1094,0.942648411 141.875,35.375,1998,8,340.1219434,0.140706939,27.68096733,33.87246418,100937.9844,2.944987535 208.625,53.875,1998,8,323.1357101,0.677884877,12.04129028,32.25691551,101458.4453,3.57217598 176.375,53.375,1998,8,348.4693539,0.711102605,9.294193268,32.99812067,101477.7813,4.120467186 181.125,53.625,1998,8,333.9170231,0.777375817,9.159999847,33.08420146,101533.2734,4.634518623 160.125,45.125,1998,8,342.1647982,0.540152729,15.17870903,32.95106047,101604.7188,3.622952938 176.125,38.125,1998,8,347.1672586,0.076760098,23.55483818,34.25655037,102747.8438,3.465898514 162.875,45.375,1998,8,411.1625635,0.852875853,14.60161209,33.00960225,101699.8125,4.341866493 155.125,43.625,1998,8,315.1796728,0.580498874,17.48741913,32.68494213,101488.7031,2.854959965 190.375,37.875,1998,8,371.3802761,0.088443421,21.75,34.38338697,102846.1094,2.467622042 238.625,34.625,1998,8,296.0809414,0.375270784,16.963871,33.50557411,101414.5313,8.105632782 179.625,37.875,1998,8,367.7387994,0.073808223,23.09612846,34.26370972,102838.625,2.875204086 152.375,33.375,1998,8,359.7506559,0.059771989,26.91096687,34.27710319,101433.8125,3.504916668 190.375,54.125,1998,8,297.8072412,3.212744236,10.23451614,32.90195012,101475.9297,5.031060696 150.625,40.625,1998,8,308.7349841,0.191837803,20.97612953,33.68488002,101300.9844,3.668259859 150.125,34.875,1998,8,354.6979284,0.090088814,27.35967636,34.33372772,101333.0469,3.909691334 191.375,51.125,1998,8,317.8989081,0.560543716,10.80741882,32.46380377,101845.5938,4.936145782 165.125,51.875,1998,8,367.2694525,0.721951485,10.80000019,32.68668997,101240.3516,3.407491207 197.875,53.125,1998,8,290.4313881,0.5707919,11.43483829,32.34864491,101552.0625,4.684720516 202.875,56.125,1998,8,248.3641545,1.652871251,11.46967697,31.26970488,101312.1797,3.033921719 197.375,52.875,1998,8,288.2770775,0.578485787,11.36193562,32.35362917,101579.5938,4.703964233 193.375,57.375,1998,8,325.04905,2.562154293,10.05967712,31.97332707,101087.5859,4.383038998 174.625,53.375,1998,8,377.6903927,0.571210861,8.648709297,32.92382205,101439,3.684261799 146.875,40.125,1998,8,317.8798099,0.181066498,20.56322479,33.32923692,101111.8906,2.893038273 192.875,54.375,1998,8,331.5640548,0.756709874,9.862257957,32.5568375,101440.0938,4.688264847 230.375,45.875,1998,8,380.1221149,0.126393571,17.13903236,32.72390985,102256.1094,3.477143764 170.125,52.625,1998,8,348.9548406,1.05501008,10.11999989,32.78591883,101361.6094,3.418316603 162.625,51.125,1998,8,367.6993582,0.346354783,11.5922575,32.59724319,101226.0469,3.204848051 204.125,56.875,1998,8,241.7472854,1.258746147,11.9167738,30.78605464,101264.4375,3.186234236 236.625,48.375,1998,8,609.3374317,7.846409321,13.12548351,29.44144815,101872.0234,3.210556984 236.125,38.125,1998,8,521.639658,0.670641541,13.62967682,33.0757969,101558.2891,10.56988525 235.125,41.625,1998,8,368.6003482,1.031041145,13.11999989,33.01480174,101762.5703,10.95535088 149.375,42.375,1998,8,329.4013045,0.52691108,17.66064453,33.21085489,101225.7188,3.338043451 135.875,38.875,1998,8,328.458567,0.181802243,24.45161247,33.68983054,100867.5781,0.417300344 143.125,41.625,1998,8,312.4879296,0.633809268,19.12741852,32.95901728,101023.3516,2.566716433 196.125,54.375,1998,8,295.0626225,0.790472806,11.17806435,31.9923856,101414.3125,3.714350224 155.625,43.125,1998,8,305.9682898,0.684865892,17.7003231,32.90702593,101523.2344,2.799470425 171.125,38.125,1998,8,348.916386,0.131548688,23.77096748,34.14993763,102518.9922,4.85341835 155.625,43.875,1998,8,299.7668793,0.605373263,17.08483887,32.73444474,101501.4844,2.810765743 210.875,53.625,1998,8,331.9051912,0.551203012,11.90064526,32.35365546,101471.5547,3.484755039 146.875,40.375,1998,8,332.1855581,0.164781839,20.42354774,33.23486072,101111.9453,2.931673288 172.625,46.375,1998,8,382.5755846,0.401370272,13.28225803,32.95241493,102079.6328,5.193666458 200.375,38.125,1998,8,350.6888959,0.104540482,20.61064529,33.96528804,102626.1016,2.697783232 186.875,53.875,1998,8,326.7422216,0.873134971,9.668386459,33.01852965,101518.9688,5.231265068 244.625,26.375,1998,8,404.9945955,0.108612053,23.20903206,33.97489035,101204.4688,4.722511292 146.875,35.875,1998,8,359.7273765,0.143673852,26.33580589,34.22254807,101152.25,4.124501228 236.875,34.875,1998,8,357.488008,0.193549842,16.42419243,33.42798728,101603.2969,9.01138401 147.125,37.375,1998,8,355.8256604,0.122350641,25.52387047,34.01435286,101129.9063,3.397689819 221.875,37.625,1998,8,420.5811213,0.08027193,21.62257957,33.68157637,102506.5938,0.899336159 191.625,63.625,1998,8,221.2375987,0.831836402,7.577096462,31.13718536,100437.3906,2.226983547 155.375,44.125,1998,8,291.8558252,0.744148552,16.63580704,32.66081917,101482.9688,2.841790438 186.375,53.875,1998,8,326.7416479,1.850539327,9.78967762,33.02080798,101519.7344,5.22056675 235.125,46.125,1998,8,303.9316001,0.589349389,16.90258026,31.9385269,102025.1797,5.498634338 146.875,17.125,1998,9,353.4781715,0.04577288,29.51233292,34.8427875,101035.0938,2.098287106 164.875,29.625,1998,9,366.6906697,0.041775301,27.70599937,35.10600132,101713.5156,3.384321928 147.125,15.875,1998,9,367.0761476,0.025144121,29.55500031,34.71199572,101028.1016,1.928136587 156.625,47.625,1998,9,350.8353968,1.258006573,11.55966663,32.67529613,101376.5156,2.572835922 170.875,53.375,1998,9,293.261496,1.113893986,9.418333054,32.75834125,101007.2344,0.949429512 140.125,13.375,1998,9,369.8514241,0.039525941,30.11966515,34.51669401,100986.9219,0.976729035 232.125,9.125,1998,9,333.3541178,0.096385948,27.15733337,33.78932101,101165.3594,4.230087757 139.875,18.875,1998,9,352.0728451,0.037129004,29.76533318,34.79840446,100965.0156,1.586768389 233.625,36.625,1998,9,382.0412826,0.103562027,17.49200058,33.1677596,101460.0859,8.336078644 139.875,16.875,1998,9,364.923321,0.039425775,30.17133331,34.76702654,100974.5156,1.223318458 146.875,13.875,1998,9,364.1704673,0.027879808,29.2436657,34.51498771,101021.0547,1.550236702 142.875,34.875,1998,9,367.6679181,0.101691984,27.59033203,34.05049515,101299.3438,2.538893223 165.125,19.875,1998,9,355.8381584,0.03511006,28.35400009,35.18827254,101312.125,5.110318184 136.375,23.875,1998,9,370.1531808,0.045643415,28.21533203,34.68700343,100849.2266,2.252217293 231.625,46.625,1998,9,368.5278749,0.139537394,17.08833313,31.95450407,101677.1484,4.396454334 231.375,46.625,1998,9,368.5043074,0.136268541,17.19166565,32.13230461,101687.1953,4.258815765 234.875,1.125,1998,9,395.4166191,0.290249735,23.85299873,34.92804062,101278.9688,5.812407494 224.625,39.375,1998,9,395.1419258,0.074364878,20.57099915,33.41535914,102068.6563,3.934360981 142.375,35.375,1998,9,327.3707627,0.350110292,26.41666603,33.86023712,101308.2422,2.602260113 139.875,27.125,1998,9,369.0094987,0.06860812,27.8326664,34.80408138,101024.6563,4.384027481 210.875,18.125,1998,9,361.6280516,0.053275086,25.60666656,35.1171782,101424.0391,7.175829887 136.875,24.625,1998,9,367.4133211,0.047604002,28.25233269,34.70365256,100861.3516,2.662575722 165.125,31.375,1998,9,354.5676661,0.069538295,27.23166656,34.90478897,101760.0625,2.666594744 147.125,17.375,1998,9,354.4672453,0.043309227,29.47566605,34.87040031,101039.4609,2.195829868 235.125,6.125,1998,9,339.6501814,0.155706332,26.98633194,34.62309647,101205.6719,5.797146797 208.625,42.625,1998,9,341.5948912,0.234576195,15.57266617,33.08650243,102175.7109,1.861457348 146.875,14.375,1998,9,364.9238882,0.035460383,29.2159996,34.56271243,101021.875,1.647656679 151.875,41.875,1998,9,328.9704369,0.248119786,19.7563324,33.21972418,101612.2578,0.821514964 146.125,42.875,1998,9,313.709346,0.464152873,17.50933266,32.95561486,101485.6484,1.181045532 215.125,47.875,1998,9,339.0846761,0.295271099,12.3823328,32.80298793,101807.5781,5.05539465 179.125,53.625,1998,9,339.7460237,0.533776999,8.638666153,33.02540094,100997.0781,2.225799561 234.375,48.125,1998,9,291.6416144,2.248766184,14.15566635,31.63141322,101514.1641,4.049426556 230.125,46.125,1998,9,371.001179,0.126295507,17.28866577,32.80313987,101738.4297,3.321367025 236.375,35.625,1998,9,375.2533007,0.175071731,16.89366531,33.32175487,101250.6797,6.571047783 135.625,23.125,1998,9,377.3405899,0.037287183,29.08566666,34.67289859,100835.6797,1.948817253 229.625,10.125,1998,9,337.2979082,0.055523362,27.5233326,33.60719872,101150.2891,3.479591846 216.625,41.375,1998,9,349.7637984,0.146894112,17.85866547,33.33653611,102205.8594,2.524464607 230.625,37.875,1998,9,382.4437813,0.116569437,18.69299889,33.17257887,101735.6953,7.038768291 231.375,48.375,1998,9,349.9605339,0.291313857,16.41166687,32.10729569,101645.4688,4.659925461 195.125,47.125,1998,9,358.2568169,0.463617444,11.90533257,32.449031,101680.4219,3.930756092 165.125,43.125,1998,9,375.1573038,0.283891886,16.61033249,32.71559936,101630.2266,4.242798328 147.625,38.125,1998,9,341.4408627,0.116004169,24.06966591,33.99988419,101524.8594,2.01923275 146.125,37.375,1998,9,339.7646566,0.147749424,25.14266586,33.86026686,101471.2344,2.574554443 173.625,45.625,1998,9,376.5965672,0.439483881,13.54066658,32.88586146,101441.9531,4.714092255 165.125,17.875,1998,9,359.4539574,0.036722828,28.2519989,35.09545332,101264.3281,4.775659084 184.125,53.375,1998,9,327.2317705,0.558281362,8.336333275,33.17950338,101005.7656,2.452558041 234.875,4.375,1998,9,367.4803904,0.163042516,26.58933258,34.82122445,101227.5156,6.311897278 165.125,21.875,1998,9,354.8788241,0.038119383,28.27599907,35.27510369,101377.9922,5.561226368 194.875,47.125,1998,9,358.5491116,0.500075519,11.87333298,32.45586473,101676.9297,3.938715219 192.125,47.125,1998,9,357.8228617,0.719792068,11.84700012,32.5481863,101624.1641,3.991303444 144.875,10.125,1998,9,371.07861,0.028694848,29.89733315,34.54091066,101001.8281,1.483746052 150.625,39.125,1998,9,335.4150607,0.1551411,22.74533272,34.05433673,101592.5938,1.322520018 149.375,38.625,1998,9,338.3625387,0.132830843,23.9873333,34.08461988,101567.3047,1.545012951 145.875,9.875,1998,9,367.3084615,0.040984273,30.03866577,34.53563613,101005.2734,1.635928035 211.875,42.125,1998,9,348.1559398,0.143389761,16.42533302,33.30730563,102201.4922,2.004894018 237.125,35.375,1998,9,358.7213087,0.3161695,16.61566544,33.36193919,101207.0938,6.211667538 164.875,26.875,1998,9,349.7748067,0.03959066,28.24533272,35.21933222,101615.1563,4.817483902 146.875,11.625,1998,9,356.5410104,0.031924646,29.29099846,34.43609822,101015.8125,1.409973383 209.625,42.375,1998,9,345.4079968,0.163842872,15.93999958,33.23160285,102188.6016,1.989326477 140.125,12.625,1998,9,369.4868336,0.026157277,30.0189991,34.54332978,100989.7578,0.872511387 147.125,14.625,1998,9,369.951353,0.031878293,29.20699883,34.58253604,101024.1719,1.69247973 155.375,41.125,1998,9,340.4917313,0.17402494,21.01599884,33.54441154,101640.3906,0.376402229 181.125,53.625,1998,9,334.1444153,0.78136307,8.619999886,33.10000044,100993.5313,2.240794182 234.625,1.875,1998,9,363.074117,0.259314537,25.35933304,34.91559297,101268.9219,6.470503807 230.875,48.375,1998,9,353.284158,0.253725708,16.54366684,32.12950015,101667.6406,4.272735119 147.125,10.875,1998,9,364.5225656,0.043110982,29.51833344,34.47904652,101013.8984,1.449373484 234.625,1.625,1998,9,363.4732635,0.262701362,24.93700027,34.92031854,101272.6328,6.31225729 205.625,20.375,1998,9,352.3302434,0.060454156,25.4109993,35.28584565,101615.9688,6.251160622 230.875,37.625,1998,9,379.0261912,0.134795979,18.43833351,33.14400059,101713.8516,7.25012207 216.875,49.625,1998,9,349.6908916,0.153124094,12.16333294,32.72236216,101637.4922,5.302228928 164.875,29.875,1998,9,373.1557229,0.050681591,27.68599892,35.07907897,101720.2969,3.256833076 172.375,53.375,1998,9,313.6233859,1.184835434,9.248666763,32.86365169,101011.6094,1.184543729 161.375,43.125,1998,9,368.6728924,0.286030203,18.04066658,32.93384624,101590.25,2.952926159 165.125,40.125,1998,9,342.2556597,0.093852818,22.6503334,34.00301981,101803.4844,2.023615122 141.625,10.125,1998,9,362.9679511,0.032338511,29.86999893,34.64003241,100995.4375,1.13847971 214.875,50.125,1998,9,340.8211328,0.32241872,11.37633324,32.65655094,101537.8672,6.052014351 230.125,10.125,1998,9,335.779148,0.051966179,27.42899895,33.61037165,101152.1406,3.489237309 164.875,34.875,1998,9,344.8466841,0.091653436,25.77799988,34.4237293,101788.9531,2.293344975 186.625,53.375,1998,9,332.3151842,0.922831476,8.203666687,33.14577591,100992.1094,2.999074936 139.875,15.125,1998,9,366.4945822,0.04372004,30.01333237,34.62794286,100980.4219,1.083058596 165.125,17.375,1998,9,372.6954119,0.026268171,28.33599854,35.0711261,101250.4531,4.737781048 230.375,37.875,1998,9,383.1639181,0.110361695,18.87866592,33.19749779,101754.9219,6.860957146 219.375,49.875,1998,9,342.6341773,0.220450416,12.4746666,32.68502128,101658.6797,4.68571043 148.125,38.125,1998,9,338.5754981,0.106578633,24.01666641,34.06143433,101535.4063,1.944414139 217.125,49.625,1998,9,353.8315953,0.159190983,12.25999928,32.72031176,101641.3125,5.208650112 135.375,23.125,1998,9,379.1253162,0.033150904,29.08633232,34.68750876,100830.3281,1.901298404 164.875,43.875,1998,9,388.7478252,0.323408037,15.77199936,32.6245299,101550.4297,4.626866341 161.375,47.875,1998,9,352.3773861,0.814942479,12.24633312,32.68897152,101245.7578,2.906710863 229.625,46.125,1998,9,371.9867315,0.136946991,17.29733276,32.92971671,101752.5156,3.154684544 220.375,40.625,1998,9,373.4248785,0.071695283,19.47933388,33.26311231,102168.6094,2.877855062 145.625,10.125,1998,9,372.3785503,0.029456848,29.92933273,34.52445406,101004.3438,1.589486361 198.125,47.375,1998,9,354.8613003,0.697392285,11.42833328,32.43639654,101690.7969,4.205211639 144.625,36.625,1998,9,345.9891711,0.151892275,25.15766525,33.81078809,101407,2.940544128 138.375,25.125,1998,9,367.3467238,0.042688973,27.91399956,34.6867364,100913.625,3.575307608 149.375,44.375,1998,9,276.1582171,1.115230441,13.36299992,32.29879409,101534.5313,0.822493792 238.125,34.875,1998,9,355.945396,0.396237612,17.09899902,33.40022659,101145.2578,6.054688931 161.125,49.625,1998,9,339.3986487,0.624020994,11.09866619,32.83432323,101175.8438,2.480239868 217.125,47.875,1998,9,330.3265654,0.254271746,12.8463335,32.79997069,101817.0781,4.320962906 232.625,36.875,1998,9,378.3509969,0.113418758,17.81900024,33.10990608,101554.7969,8.061750412 134.125,21.125,1998,9,366.9681204,0.040520567,29.47799873,34.69408113,100831.3594,1.783913612 147.125,11.625,1998,9,363.6726704,0.028873112,29.30133247,34.43403673,101018.1094,1.425745964 139.875,18.625,1998,9,350.8573682,0.038917035,29.79566574,34.80255055,100965.8359,1.531616211 233.875,47.625,1998,9,340.9041481,0.767058611,15.70699978,31.70301622,101552.2813,4.850574017 185.125,46.875,1998,9,374.1560208,0.329016805,11.95166683,32.81415933,101452.6563,3.919088364 139.875,12.375,1998,9,370.9443566,0.015976094,30.03466606,34.56878126,100989.8125,0.881791294 138.125,34.375,1998,9,329.0580246,0.623357296,26.14233208,33.52243084,101209.3828,3.285506725 167.375,44.625,1998,9,383.9469891,0.498942703,14.19233322,32.75376868,101506.3438,5.100605011 197.375,47.125,1998,9,353.7160035,0.490766108,11.58333302,32.43000358,101708.6016,4.005915642 143.125,9.875,1998,9,368.010621,0.019353189,29.9109993,34.62341356,100997.2969,1.434362173 142.125,35.875,1998,9,316.1124687,0.22041972,24.24599838,33.7322787,101330.1484,2.536360741 154.125,40.625,1998,9,349.8379282,0.135586575,21.86100006,33.63177717,101634.8125,0.529692054 165.125,36.125,1998,9,331.8110141,0.086388536,24.75966644,34.38503969,101806.1016,2.450381279 134.875,22.625,1998,9,379.8878013,0.034774177,29.2859993,34.6713109,100824.0469,1.82227695 237.875,35.125,1998,9,353.0573579,0.344713122,16.89866638,33.39297938,101155.8594,6.087076187 145.125,36.875,1998,9,338.1589901,0.146883607,24.99766541,33.8324632,101428.1406,2.908122063 189.125,46.875,1998,9,349.3060054,0.519011497,11.9109993,32.67817944,101568.3438,3.884925604 221.625,49.625,1998,9,337.6440499,0.157468438,13.18166637,32.6625191,101709.6953,3.949715137 231.625,46.875,1998,9,364.5029181,0.138031721,17.01933289,32.01678389,101672.2266,4.418635845 235.125,8.125,1998,9,337.9554783,0.089183599,27.64366531,34.03539002,101181.3125,4.987358093 216.375,47.875,1998,9,333.5300019,0.223481432,12.70033264,32.80956012,101813.9141,4.615982056 191.375,47.125,1998,9,358.5856054,0.515477955,11.78966618,32.57183641,101605.9219,4.002668858 175.375,45.875,1998,9,376.4421427,0.454520583,12.65533257,32.85127187,101424.8594,4.772698402 144.125,34.625,1998,9,361.9684789,0.085541949,27.38666534,34.17664611,101332.2813,3.228191853 176.125,45.875,1998,9,381.9164157,0.336123019,12.86033344,32.8441667,101428.625,4.76666069 188.625,46.875,1998,9,356.0210502,0.421474904,11.88599968,32.70160329,101553.0469,3.897135258 148.625,39.875,1998,9,327.2138946,0.213782519,20.87133217,33.66931105,101576.8125,1.139030457 149.375,40.375,1998,9,328.4221159,0.211793363,20.56799889,33.5508877,101589.5313,1.011925936 140.875,35.125,1998,9,321.880288,0.7411502,25.67066574,33.7293241,101291.2578,2.165501118 151.875,45.625,1998,9,280.6787356,0.858183861,11.23466682,32.51193666,101518.4766,1.463265657 149.375,38.875,1998,9,336.9544379,0.161875308,23.70833206,34.03796399,101572.7656,1.46558857 206.875,19.625,1998,9,360.6385472,0.050825391,25.38833237,35.29438537,101552.0625,7.081768036 144.875,9.875,1998,9,370.7687575,0.024943689,29.96299934,34.55932289,101001.3359,1.552251339 140.125,27.375,1998,9,368.3196668,0.045507368,27.7796669,34.80093628,101043.125,4.426148415 134.625,21.875,1998,9,370.1097137,0.044156056,29.3769989,34.67088169,100828.6328,1.888254166 191.625,43.875,1998,10,378.461181,0.321902543,13.42000008,33.22765666,101595.7578,3.678478956 164.125,11.375,1998,10,358.1278824,0.034225289,28.50709534,34.48088837,101063.0625,5.403957844 249.125,8.875,1998,10,333.9386564,0.107656083,26.75258064,32.74644852,101111.1797,7.040863037 243.625,22.875,1998,10,377.3390061,0.082535774,22.49967766,34.15833592,101343.75,6.652227402 227.125,49.125,1998,10,331.4292775,0.331118137,13.73032188,32.58853579,101184.6953,5.158593178 143.125,15.625,1998,10,363.2211908,0.04363808,29.4503212,34.80302203,101114.4063,6.113927841 240.375,33.625,1998,10,336.8979559,0.422686577,17.51096725,33.53202629,101377.7188,5.934859276 197.625,5.375,1998,10,363.0523187,0.123230986,27.20838737,34.75657958,101069.9922,5.446218967 143.125,32.125,1998,10,339.6404315,0.100986578,26.44935417,34.37641615,101580.4688,1.823812604 144.125,39.875,1998,10,307.0089774,0.488532722,17.35677338,33.1698454,101713.3594,0.382385314 197.625,24.125,1998,10,365.4256036,0.046261664,25.3780632,35.55741751,101905.7813,6.729498386 162.875,13.125,1998,10,370.5388264,0.025228024,28.4074192,34.58272326,101110.5781,6.293159485 153.625,37.125,1998,10,322.796121,0.206342489,23.12516022,34.00226837,101773.6016,1.01417017 206.875,17.125,1998,10,349.2845721,0.045760017,25.83935356,35.01370889,101477.3438,8.573857307 146.375,37.375,1998,10,330.0722986,0.31006524,23.38548279,33.86093158,101709.1563,0.630949974 243.875,14.625,1998,10,375.3648649,0.076537639,27.47161293,34.1562081,101043.125,3.593209267 235.125,41.625,1998,10,406.2426722,0.804194868,12.78322506,33.01312292,101768.4688,2.267170668 146.375,30.625,1998,10,344.5939246,0.082697041,27.04999924,34.6084972,101596.8594,1.938948393 163.125,13.625,1998,10,373.6284499,0.024757333,28.51000023,34.61578995,101128.0547,6.529172897 147.125,36.875,1998,10,327.7596067,0.231293529,24.95999908,33.96946162,101702,0.562172294 197.875,6.625,1998,10,362.4550195,0.117684685,27.41128922,34.5783304,101067.2656,4.780234337 165.375,37.875,1998,10,329.2334787,0.176681757,21.46645164,34.38123947,101840.4063,0.13085559 205.625,22.625,1998,10,360.7589075,0.060241777,24.5158062,35.3577621,101846.5703,6.736303806 228.875,48.875,1998,10,334.9071157,0.328172982,14.39999962,32.3739419,101267.3906,4.454064369 188.375,29.625,1998,10,387.3460666,0.038325831,25.81096649,35.50713921,102075.6484,2.602194309 208.875,16.125,1998,10,349.6031261,0.043705188,26.41774178,34.75537801,101404.7031,8.385719299 185.125,30.875,1998,10,352.0498378,0.071552508,25.06935501,35.21992803,102031.4063,1.936658621 169.625,36.875,1998,10,338.6041379,0.098974876,22.13870811,34.66235024,101902.5,0.61349678 164.875,13.375,1998,10,363.0401253,0.02578594,28.48161125,34.77592552,101123.625,6.486451626 228.875,31.375,1998,10,377.2732894,0.065504059,20.03516006,34.43582219,102148.9453,4.342381477 215.875,27.125,1998,10,343.3569089,0.06488248,22.65322495,35.50236219,102128.8438,5.659751892 164.875,6.125,1998,10,371.7122672,0.051079001,29.20741844,34.6209178,100985.0078,3.453042984 144.375,31.625,1998,10,347.181002,0.083206743,26.90161133,34.48409712,101591.1719,1.779260874 141.375,17.875,1998,10,370.1000017,0.042108398,29.63774109,34.77774918,101190.0469,5.837317467 243.875,17.125,1998,10,367.7742023,0.110319875,26.65386963,34.58258611,101097.8516,5.836958408 146.875,26.625,1998,10,360.2358073,0.034458652,28.06193542,35.14137501,101535.8438,2.201678276 194.125,43.625,1998,10,347.0045336,0.34800435,13.7477417,33.11550224,101648.0859,4.144943237 146.125,28.625,1998,10,353.3254573,0.040960323,27.16483879,34.8736769,101565.2813,1.711860657 164.875,14.625,1998,10,364.8141706,0.031173738,28.36580658,34.905922,101169.7813,7.016069412 183.125,31.875,1998,10,357.5798509,0.065211929,25.13871002,35.00349396,101988.4766,1.374546647 155.125,40.125,1998,10,325.1245941,0.139318958,19.57709694,33.39358473,101857.8281,0.976200342 184.375,31.375,1998,10,363.701094,0.077211738,25.16806412,35.11666167,102015.8906,1.76294136 198.875,10.125,1998,10,351.0541584,0.057925384,27.26516151,34.35728395,101108.0078,5.345526695 208.875,24.375,1998,10,358.3023796,0.056541324,24.42870903,35.38682455,101955.7031,6.265400887 160.125,41.375,1998,10,305.1305979,0.482120037,17.69741821,33.67457634,101883.6563,1.501680374 204.625,9.875,1998,10,335.9549441,0.059001215,27.70870972,34.13021022,101112.1641,4.938665867 142.625,16.125,1998,10,362.3650442,0.046343647,29.44612885,34.81873184,101129.2578,6.123000145 140.125,20.125,1998,10,347.5968907,0.041433558,29.42612839,34.58853263,101272.0859,5.138606071 140.625,25.625,1998,10,361.5895246,0.032154255,27.67000008,34.88193923,101440.2031,2.440377712 204.625,10.125,1998,10,337.0801999,0.079865336,27.56870842,34.10415381,101117.0781,5.356506348 140.875,34.625,1998,10,334.4641275,0.166631073,26.01774216,34.13775325,101620.8906,1.018662453 170.375,36.625,1998,10,338.3994516,0.110274397,22.01935387,34.63740891,101911.9531,0.471104473 145.625,37.625,1998,10,323.634822,0.379049927,22.57903099,33.74162513,101709.375,0.759137154 239.625,33.625,1998,10,350.5198265,1.047191381,16.27064514,33.48329574,101452.6563,7.554844856 162.875,13.375,1998,10,370.8448958,0.031940863,28.45322609,34.58658874,101118.875,6.412281513 147.125,30.125,1998,10,343.6830559,0.071840458,27.16516113,34.63835114,101592.375,1.96787715 145.125,31.625,1998,10,342.569913,0.091155022,26.85967636,34.51437742,101599.4219,1.730951071 159.625,41.375,1998,10,314.2862173,0.366254419,18.09290314,33.74408501,101886.4453,1.31665647 249.625,7.875,1998,10,338.2209271,0.079068199,26.7341938,33.02389234,101138.2656,7.063587666 205.125,22.625,1998,10,358.5536739,0.060869306,24.58709526,35.3614099,101841.875,6.866595268 165.125,14.875,1998,10,364.7661608,0.023301119,28.36032104,34.97077131,101180.8203,7.092716217 192.875,43.625,1998,10,350.0017403,0.291034728,13.65774155,33.20715094,101629.8438,3.911141157 139.875,20.125,1998,10,348.3983448,0.038556356,29.43967628,34.59213823,101269.1875,5.144028664 185.375,30.875,1998,10,355.4733235,0.06825529,25.10193443,35.22522616,102036.5391,1.951998234 146.875,41.375,1998,10,302.6845849,0.634215117,15.0158062,32.93141609,101738.4844,0.751954317 212.625,25.875,1998,10,356.5112151,0.065323636,23.5,35.51919329,102051.6172,6.014585495 150.375,36.625,1998,10,328.0223271,0.202964962,23.56967735,34.09959382,101741.375,1.362151504 145.125,31.125,1998,10,344.81755,0.080777884,27.11677361,34.56446958,101593.1953,1.902209878 180.375,44.125,1998,10,363.2596755,0.235909984,11.67483807,33.14440948,101615.9688,2.396633387 177.375,34.125,1998,10,348.2741607,0.089459732,23.36677361,34.84786153,101937.0781,0.755852461 164.875,0.125,1998,10,382.063404,0.226488426,27.71483803,35.06104481,100971.1328,4.173044205 141.625,41.625,1998,10,307.5257712,0.660150528,18.72999954,33.19443143,101679.3828,1.031683087 147.875,2.625,1998,10,391.8521848,0.05892789,29.87387085,34.48576373,100934.1563,2.959154129 147.125,40.125,1998,10,310.6434679,0.609244168,16.92451477,33.14708537,101760.3281,0.179169729 182.125,32.375,1998,10,362.8709047,0.068031661,24.27999878,34.93024349,101969.25,0.853420675 204.625,42.875,1998,10,343.7109498,0.22847487,14.09354782,32.5744397,101852.0391,5.58154583 188.125,29.625,1998,10,385.6110275,0.045477618,25.71548271,35.51240158,102071.7188,2.57836628 240.375,29.875,1998,10,367.4399525,0.073934555,18.57516098,33.62400973,101555.2344,6.873825073 243.125,24.125,1998,10,378.2693805,0.056058507,22.1935482,33.95351046,101394.1094,6.588265419 164.375,7.375,1998,10,361.1580495,0.037469048,28.99258041,34.54420471,100995.4922,3.374181747 236.625,37.375,1998,10,375.0855682,0.706028998,14.53032207,33.4567976,101677.4688,6.377130985 195.625,43.625,1998,10,344.1020287,0.321424067,13.66354847,32.97325701,101668.7344,4.423547745 162.125,12.875,1998,10,371.0172412,0.029808102,28.58064461,34.55509055,101100.7969,6.140642166 143.125,38.625,1998,10,308.2063309,0.375809103,19.47387123,33.47176909,101710.0781,0.174505055 185.875,44.125,1998,10,370.3408469,0.288119107,12.53096771,33.27465808,101568.0156,3.044077873 164.125,7.625,1998,10,362.0962433,0.031877972,29.10516167,34.53018045,100997.3516,3.444648743 204.875,0.875,1998,10,403.5323797,0.217351809,24.44935417,35.24268585,101136.3047,5.88903141 204.875,3.875,1998,10,387.2901758,0.148616776,26.50290298,34.86071986,101104.2969,6.224381924 198.375,43.375,1998,10,336.8833219,0.524546087,13.76193523,32.8415004,101728.1563,4.800907135 227.375,49.125,1998,10,332.9944371,0.300607175,13.83483887,32.55517244,101192.0156,5.078891277 206.875,23.375,1998,10,361.3440214,0.06679523,24.54935455,35.42361486,101893,6.41503334 146.875,30.375,1998,10,344.8928863,0.077314116,27.148386,34.60619432,101595.4375,2.000081539 242.125,26.125,1998,10,367.1637343,0.152779087,20.87870979,33.71114248,101478,6.512934208 170.375,43.125,1998,10,342.6515236,0.179235443,15.1529026,33.11452007,101722.8594,1.890733719 148.875,38.125,1998,10,326.9729014,0.21117188,22.16677475,33.8763082,101752.0781,0.648432493 232.375,32.125,1998,10,367.4540977,0.066487744,19.37290192,33.96278614,102024.5234,5.810733795 198.875,10.875,1998,10,348.2157615,0.060414374,26.96483803,34.2541616,101127.7813,6.209596634 143.125,35.375,1998,10,329.8437855,0.257872015,24.02451515,34.18866163,101657.9688,1.076557398 146.125,35.875,1998,10,339.9235012,0.109060153,25.55870819,34.13844538,101674.3594,0.80826211 147.125,6.125,1998,10,365.0666161,0.027494751,29.90903091,34.39563423,100949.1719,2.794472218 147.375,4.875,1998,10,381.1830669,0.032903638,30.1912899,34.3053543,100941.6953,2.822393656 145.625,31.625,1998,10,344.8399661,0.084109344,26.88193512,34.51778895,101604.7188,1.712720275 143.875,31.875,1998,10,346.0870279,0.07843817,26.63967705,34.43041033,101587.625,1.772612333 146.375,11.875,1998,10,362.6773834,0.024756955,29.33516121,34.81580734,101019.3125,4.891662598 145.625,31.375,1998,10,342.2717983,0.084997199,27.00096703,34.54769492,101601.2813,1.798046589 232.875,32.125,1998,10,367.3173201,0.075597763,19.34677315,33.91971749,101998.5234,6.058040142 141.125,25.625,1998,10,363.5572464,0.029512964,27.76064491,34.89708555,101447.6406,2.540292501 164.125,42.125,1998,10,352.9072903,0.239431664,14.9458065,33.13628334,101843.2422,1.780298114 146.875,6.625,1998,10,366.169685,0.034776181,29.64096642,34.42248499,100953.1094,2.789392948 172.375,35.875,1998,10,337.6942146,0.11666695,22.54548264,34.63685614,101928.5625,0.447908461 248.125,9.625,1998,10,335.536413,0.063834801,26.82580566,32.83539379,101090.75,6.426086426 165.125,6.125,1998,10,373.8522541,0.041230567,29.27290344,34.63169909,100985.1172,3.464959145 144.125,40.375,1998,10,304.8307305,0.596094787,17.05064392,33.12223202,101709.2031,0.743896008 142.125,16.875,1998,10,368.4600941,0.046206255,29.58870888,34.81675464,101155.3594,6.030184269 145.875,10.125,1998,10,362.3568787,0.020115551,29.62709618,34.55418116,100987.25,4.061502934 144.125,40.625,1998,10,304.4725203,0.567614317,16.99580574,33.12108368,101705.2188,0.978030264 161.375,11.375,1998,10,364.3371526,0.030949725,28.85903168,34.32575905,101057.6563,5.381688118 198.125,7.625,1998,10,356.8584484,0.068858601,27.93806458,34.76580656,101073.0547,3.983932972 167.375,37.375,1998,10,329.5158607,0.100082502,22.30257988,34.5953272,101868.4766,0.82215023 206.625,17.375,1998,10,346.0337614,0.046932336,25.67225838,35.06585771,101493.625,8.659795761 183.375,31.875,1998,10,358.0526519,0.066701733,25.12741852,35.00323111,101992.8438,1.465291739 140.125,24.625,1998,10,372.9598339,0.031911541,27.95677376,34.94385535,101413.2188,2.443492413 146.375,37.125,1998,10,328.6187814,0.261142761,23.80580521,33.90792042,101702.9844,0.543985367 196.375,43.625,1998,10,351.486916,0.287795514,13.94741917,32.90454274,101678.4531,4.507323265 243.875,22.375,1998,10,378.0466381,0.081756167,23.32322502,34.23065341,101316.3281,6.722717285 142.125,41.625,1998,10,307.3072738,0.638470054,18.73806381,33.21332037,101678.9453,1.027527571 204.875,2.125,1998,10,397.1806933,0.219803646,25.70999908,35.09925354,101123.6328,6.271698952 238.375,33.875,1998,10,339.7562659,0.46393925,16.14064407,33.45807731,101580.0313,8.249347687 205.125,0.125,1998,10,421.2192657,0.266793758,24.11774063,35.29218394,101139.4688,5.59649086 143.875,38.125,1998,10,316.7607396,0.250750571,21.17709541,33.57735276,101706.0938,0.430213869 147.625,1.375,1998,10,389.7960823,0.0710866,29.68548393,34.46270519,100933.1172,2.991466522 139.875,19.875,1998,10,347.3219452,0.045395412,29.41967583,34.60898262,101259.5781,5.221288681 248.875,8.875,1998,10,333.3351427,0.073818371,26.68387032,32.78144127,101111.6172,7.016226768 143.875,25.875,1998,10,362.1247627,0.03190127,27.71806335,34.93916839,101491.1094,2.699442863 147.625,36.375,1998,10,340.8799243,0.180526927,25.87999916,34.04200846,101696.9219,0.882418513 235.625,39.375,1998,10,368.0151245,0.809056938,13.36870956,33.25929695,101718,5.381288528 184.625,31.375,1998,10,363.2454987,0.064540692,25.11870956,35.11683977,102020.375,1.797772169 148.875,38.375,1998,10,331.9608746,0.188352317,21.83451462,33.84330869,101755.9609,0.453440666 240.625,29.375,1998,10,368.3409115,0.068464816,18.92741966,33.69485581,101548.2422,6.791770935 223.875,29.875,1998,10,367.7033682,0.06516099,20.93612862,34.90761703,102217,4.252758026 167.125,42.625,1998,10,360.4105918,0.301843673,13.75290298,33.15844131,101783.5938,1.929980755 168.875,37.125,1998,10,329.2415661,0.112033263,23.00258064,34.67287648,101888.7969,0.796277523 159.375,41.125,1998,10,318.5374169,0.318545669,18.74935532,33.82535785,101884.75,1.281208158 239.875,31.375,1998,10,354.5470832,0.155880108,18.63064575,33.48525476,101541.7969,7.301250935 159.625,37.875,1998,10,324.9528627,0.162582606,21.71322441,34.26074409,101812.2734,0.881368518 142.125,17.875,1998,11,347.0632188,0.046744362,29.22399902,34.67569143,101192.125,5.934789658 143.125,29.125,1998,11,337.3324129,0.073064633,25.97566605,34.6738919,101676.9844,1.016571283 148.875,31.875,1998,11,327.7903284,0.116984852,24.58366585,34.51071644,101691.2344,1.37086916 168.375,31.125,1998,11,324.2415537,0.061627153,22.76333237,34.91730839,101896.0625,1.931912899 143.625,15.375,1998,11,356.5187079,0.036919311,29.29899979,34.60803556,101094.9063,6.646239281 193.125,46.125,1998,11,340.6450515,0.413119465,8.810333252,32.8395682,100947.6484,8.221934319 142.625,22.125,1998,11,352.872817,0.04220755,28.93299866,34.75313407,101378.1016,4.514108658 143.375,15.875,1998,11,353.9060429,0.035791174,29.31266594,34.57350308,101114.2344,6.531476021 232.375,46.125,1998,11,327.3741517,0.253011733,13.04933262,32.12626383,100792.0938,6.408643723 171.375,31.125,1998,11,334.0599483,0.056415826,23.21899986,35.04636979,101953.7891,1.784133911 172.375,37.125,1998,11,320.7671204,0.437026918,17.04366684,34.75678509,101735.3125,3.136406898 145.875,35.125,1998,11,308.9053635,0.389862865,21.71733284,34.38769382,101607.6719,3.167449951 149.125,31.875,1998,11,327.8532693,0.146541685,24.49533272,34.50018042,101692.6016,1.30764997 153.875,39.875,1998,11,296.0522818,0.319759697,16.23866653,33.78082961,101394.9219,4.916380882 142.375,33.875,1998,11,327.1545702,0.178865299,23.89033318,34.4475953,101634,3.291704178 176.875,39.375,1998,11,336.0779427,0.346949428,14.90166664,34.35928792,101658.5781,3.626298428 144.625,34.875,1998,11,311.2888298,0.548672199,21.80166626,34.42022377,101614.5469,2.900267601 142.125,31.875,1998,11,326.9640151,0.146840304,24.73133278,34.56715059,101674.9063,2.443451166 155.125,38.125,1998,11,303.9986081,0.26117149,18.56599998,33.89262038,101506.4609,3.611042023 164.625,49.625,1998,11,363.2590949,0.333412796,5.578000069,32.74098349,99995.41406,7.482313633 144.125,37.375,1998,11,310.7589466,0.372414231,20.93066597,33.58752072,101569.5938,4.566292763 160.125,35.125,1998,11,315.6568195,0.207896349,22.9279995,34.3577795,101668.0781,2.677956104 151.625,35.125,1998,11,306.3818334,0.260965705,20.44166565,34.21782839,101621.9219,2.80550909 155.625,43.125,1998,11,301.7732239,0.390118688,11.85966682,32.9860186,101106.3125,6.036450386 154.875,44.125,1998,11,324.7046145,0.461827129,8.261333466,32.45391381,101024.6094,5.51355505 144.125,38.625,1998,11,298.2139487,0.431853026,18.76166534,33.390477,101535.25,4.623675346 148.625,35.125,1998,11,313.015831,0.375867516,22.30766678,34.29926378,101602.9219,3.202781677 175.125,38.375,1998,11,302.9540045,0.269526631,17.90699959,34.59334707,101694.125,3.696701765 161.375,35.375,1998,11,317.2683674,0.226975777,21.95633316,34.38632512,101673.375,2.38937664 154.875,31.125,1998,11,327.6650191,0.096875049,24.48900032,34.52667153,101726.9063,0.638832569 166.625,49.125,1998,11,355.174515,0.339562744,5.90199995,32.72910804,100022.3906,8.328231812 225.875,46.125,1998,11,324.3084835,0.32341224,12.51966667,32.83612865,100643.5234,6.766234398 190.875,46.125,1998,11,343.1027164,0.393357903,8.780333519,32.91866696,100952.8906,8.394107819 144.125,40.625,1998,11,306.5698645,0.551187813,12.84066677,33.305839,101446.9844,6.136420727 168.125,31.125,1998,11,328.4351476,0.076321013,22.80599976,34.92201442,101891.0938,1.942702174 158.375,46.625,1998,11,343.9794479,0.414544437,6.809999943,32.46749777,100687.4375,7.008927345 199.125,46.125,1998,11,339.5037187,0.479896903,8.720665932,32.83104086,100859.7109,7.96508503 160.375,47.375,1998,11,340.5255341,0.349997878,6.263333321,32.48617822,100524.4531,7.714644432 146.875,40.375,1998,11,298.266731,1.15492177,12.22366619,33.47488332,101411.75,4.892810822 141.375,33.375,1998,11,327.1268445,0.218926847,24.13333321,34.40394491,101655.1328,3.627765179 165.875,45.375,1998,11,336.4479601,0.435584933,8.127999306,32.46321636,100767.7344,8.882606506 214.625,46.125,1998,11,330.9070589,0.287822173,10.60033321,32.87333244,100575.4688,6.943004608 184.125,31.125,1998,11,351.8321811,0.063447811,22.67499924,35.07467538,102199.5234,1.01274991 144.125,40.875,1998,11,305.4695757,0.539542079,12.50599957,33.33254272,101428.2969,6.276347637 179.125,31.125,1998,11,329.4603014,0.069467567,22.86199951,35.07619303,102110.2188,1.831424475 146.375,40.375,1998,11,284.1125609,0.840254068,12.21733284,33.55103707,101416.5547,5.103496552 154.125,35.125,1998,11,313.8649717,0.31092003,22.03699875,34.15647197,101635.6328,3.013414383 231.625,46.125,1998,11,329.7025438,0.213157609,13.2159996,32.14369318,100750.5781,6.42688036 164.125,49.125,1998,11,356.1378097,0.293129951,5.688333035,32.70940852,100099.7969,7.960566521 181.875,6.625,1998,11,358.1293378,0.072625279,28.38899994,34.47325039,100942.4063,5.9391222 142.625,23.125,1998,11,352.3093596,0.028688598,28.10333252,34.73217767,101420.6563,4.20389843 142.625,21.625,1998,11,357.2830028,0.031812727,28.88199997,34.79469877,101356.5781,4.741487503 149.125,35.125,1998,11,309.8703427,0.240665689,21.55266571,34.32804424,101605.375,3.073532343 191.125,46.125,1998,11,340.5906217,0.462031573,8.724332809,32.90892893,100953.3281,8.363664627 148.125,31.875,1998,11,333.1938385,0.120364204,24.90266609,34.54039383,101687.1406,1.527054548 144.125,38.125,1998,11,306.0756438,0.441814691,19.74300003,33.45988202,101548.9531,4.590156555 146.125,35.125,1998,11,312.7127313,0.328660637,22.25499916,34.3875246,101605.0469,3.272343159 229.125,46.125,1998,11,325.2055692,0.1729182,12.84200001,32.64179844,100655.2188,5.876128197 179.625,41.625,1998,11,327.1238136,0.380437165,12.95699978,33.79930943,101506.1875,5.554638863 147.625,39.875,1998,11,299.3093965,1.573231339,14.19366646,33.56691033,101440.0391,4.897556305 144.875,39.375,1998,11,297.4907601,0.515549302,17.27733231,33.4117859,101493.8438,5.222769737 155.375,44.375,1998,11,316.6836726,0.478985161,8.310666084,32.47439283,100993.3672,5.773103237 164.375,44.125,1998,11,328.1736893,0.386719748,10.51866627,32.54082119,100980.9688,7.953661919 231.125,46.125,1998,11,329.9165696,0.197692975,13.18299961,32.2146605,100725.4531,6.37342453 152.875,35.125,1998,11,317.0074291,0.264814496,21.80866623,34.17201114,101628.0938,3.085682392 218.375,46.125,1998,11,327.8134309,0.250807828,10.76933289,32.88898879,100602.7813,7.139507294 158.625,35.375,1998,11,321.7320669,0.230347982,22.51399994,34.26776105,101645.5156,3.184645653 163.875,42.625,1998,11,328.509763,0.383348942,10.83833313,32.83105993,101199.5469,6.598054886 215.625,46.125,1998,11,329.1729761,0.215227544,10.7996664,32.85633838,100579.0781,6.753727913 160.125,47.875,1998,11,338.7728341,0.777274847,6.06400013,32.57519042,100455.3125,7.719735146 154.625,31.125,1998,11,327.6280509,0.10145285,24.48266602,34.52086484,101726.0859,0.602434397 144.125,34.125,1998,11,320.5590856,0.198633894,23.61366653,34.50644302,101631.375,2.972410679 178.875,41.125,1998,11,332.2880107,0.340604603,12.80666637,33.90588206,101544.75,5.109525681 162.375,41.875,1998,11,322.5161694,0.356590062,12.52699947,33.29404479,101274.9219,5.838523865 183.375,5.875,1998,11,371.5661583,0.145792603,28.28100014,34.4162423,100940.3281,5.668208122 166.875,48.625,1998,11,354.4125027,0.408014238,6.081999779,32.69342881,100119.7813,8.643892288 156.875,31.125,1998,11,327.3283464,0.133608401,23.87199974,34.59791183,101731.6016,0.630779028 167.875,47.375,1998,11,354.2651075,0.404113054,6.313999653,32.56239456,100368.4609,8.930864334 148.125,35.125,1998,11,308.2480421,0.281114936,22.79899979,34.25001007,101600.4531,3.319570065 148.625,40.625,1998,11,301.9264514,0.552212238,12.98166656,33.3890475,101375.5938,5.055288315 147.875,35.125,1998,11,312.4512902,0.233337551,22.92000008,34.25218856,101598.9844,3.332471848 222.875,46.125,1998,11,327.8303568,0.211894125,11.37799931,32.83905947,100641.0156,6.985577106 162.375,35.625,1998,11,307.7063581,0.204566866,20.83066559,34.38818145,101676.2656,2.340390682 188.875,46.125,1998,11,345.7346139,0.409238845,8.592999458,32.994138,100941.8594,8.607725143 143.875,35.875,1998,11,306.188359,0.372634709,20.36566544,34.14901108,101600.0234,2.734730721 189.875,46.125,1998,11,343.7759103,0.460354775,8.832333565,32.95645589,100950.1563,8.465745926 158.375,31.125,1998,11,336.5171317,0.069805458,24.52033234,34.62711084,101739.625,0.106455475 164.875,49.875,1998,11,358.8511994,0.40728429,5.605666637,32.75006151,99944.94531,7.196661949 144.125,36.875,1998,11,304.374824,0.579866648,20.83433342,33.70652068,101582.2656,4.082715034 184.625,5.125,1998,11,365.2588372,0.145715415,28.14233208,34.54362524,100940.3281,5.631376266 146.625,34.875,1998,11,316.0132144,0.317382574,23.27133179,34.39484882,101609.8594,3.334557056 166.625,36.375,1998,11,309.6534073,0.318676233,18.8453331,34.555457,101697.625,2.423837662 194.375,30.875,1998,12,338.9960365,0.068313919,21.78516006,35.02276683,101968.1563,1.490301847 155.875,30.875,1998,12,317.7797794,0.208663121,22.34677315,34.68337959,101716.8594,2.447878838 136.625,16.625,1998,12,353.6157695,0.045844171,28.64451599,34.8500213,101166.3984,7.118409157 152.625,31.375,1998,12,321.0280897,0.195883527,22.72161293,34.66661704,101716.2031,2.913480759 136.375,15.125,1998,12,354.1354883,0.037790697,28.51161194,34.89052594,101084.0313,7.251462936 184.625,30.875,1998,12,333.8942505,0.090724148,21.67032242,35.06387776,101841.1094,1.679615736 134.875,31.625,1998,12,312.5040485,0.26594457,22.63354874,34.67340589,102050.6875,4.443572044 150.375,41.375,1998,12,333.7319173,0.478031695,6.876774311,33.22315639,101421.0313,7.39128828 233.375,33.625,1998,12,349.2721004,0.248092309,14.99870968,33.73761106,102679.5234,6.189469814 187.125,31.125,1998,12,330.7543758,0.114592686,21.52354813,35.01554084,101847.7734,1.756793499 135.875,13.875,1998,12,352.2579624,0.031385791,28.57903099,34.84286255,101019.4141,7.29583931 158.625,34.875,1998,12,308.2154177,0.198414579,20.79741859,34.3172552,101547.9141,3.762045383 227.875,32.875,1998,12,354.5201443,0.131766915,16.77096748,34.13933218,102891.1172,3.096101999 222.125,32.375,1998,12,347.5104171,0.108129352,17.71935463,34.67019552,102908.1563,2.08515358 184.125,31.125,1998,12,325.7293398,0.11050085,21.31419373,35.02226979,101831.2813,1.904943943 223.375,32.625,1998,12,351.9447718,0.085929058,17.70870972,34.47938353,102921.9219,1.802466869 141.375,31.125,1998,12,311.6253421,0.292611033,22.55096626,34.75501716,101846.25,3.702744484 141.625,33.875,1998,12,325.7843211,0.414643645,22.48096657,34.50979984,101817.4063,3.373876095 161.625,40.125,1998,12,308.8054472,0.50924772,11.87483883,34.00048065,101208.9531,5.825875282 134.125,6.875,1998,12,346.850341,0.083285005,28.88806343,34.42318696,100809.0781,4.231963158 154.375,35.375,1998,12,299.0828137,0.341861576,18.35870934,34.32951432,101601.0625,3.506547451 206.875,30.875,1998,12,336.5450419,0.066345073,21.16806412,35.23899984,102336.8359,3.226788998 162.125,40.125,1998,12,312.6878945,0.797129571,11.62483883,34.01946354,101205.7813,5.597992897 225.125,32.625,1998,12,351.3421566,0.100612812,17.53290367,34.30206835,102918.5313,2.205194473 154.875,37.625,1998,12,305.9786548,0.597320259,18.17258072,34.07333207,101500.3438,5.526938438 146.375,37.375,1998,12,304.8791711,0.284200838,19.93193436,34.17743307,101728.2109,6.339345932 160.125,40.125,1998,12,301.9311359,0.289996535,14.66258049,33.99898469,101223.0391,6.706036568 146.875,38.375,1998,12,299.2287001,0.480694622,15.71322536,34.09096694,101715.8125,6.471259117 230.625,33.125,1998,12,359.5174282,0.156131908,16.19870949,33.90371144,102812.4609,4.6217103 143.625,38.375,1998,12,305.6198814,0.234582722,16.38806343,33.77028781,101810.6328,7.151242256 188.625,2.375,1998,12,367.5392613,0.157121584,25.97871017,34.79397482,100896.5234,6.560646057 173.875,31.125,1998,12,322.2778416,0.133777097,22.01967621,34.94177055,101754.5469,2.256904364 199.375,30.875,1998,12,336.0004097,0.057491805,21.71419334,35.16988856,102080.3438,2.409770966 129.125,31.875,1998,12,313.9799469,0.41596821,21.184515,34.15621871,102350.7656,5.836693764 157.625,34.875,1998,12,309.5649676,0.260221601,20.99580574,34.3010897,101556.4922,3.788268566 147.125,38.125,1998,12,300.945622,0.417131841,16.51322556,34.12033242,101709.6406,6.505541325 149.875,32.125,1998,12,310.8834551,0.234326303,22.25516129,34.6410014,101712.4219,3.450567961 162.875,40.875,1998,12,314.4807125,0.604201853,10.82548332,33.83975196,101132.5938,5.80997324 226.375,32.875,1998,12,352.0165396,0.08761473,17.53193474,34.1958586,102913.7266,2.447860241 154.625,31.125,1998,12,319.273863,0.179301724,22.63129044,34.68605584,101713.7969,2.656779528 163.375,30.875,1998,12,322.0005519,0.151005492,22.66064453,34.85348177,101716.7969,2.150410652 135.625,13.125,1998,12,355.7100968,0.028612385,28.70419312,34.77922267,100984.625,7.385692596 196.375,30.875,1998,12,341.6223441,0.073203191,21.536129,35.0325799,102004.9688,1.570836067 222.875,32.375,1998,12,349.9204293,0.097838745,17.7635479,34.58853585,102913.2891,2.080191135 161.875,41.125,1998,12,314.2096862,0.586674869,10.33838654,33.75486112,101121.3359,6.072134972 140.125,34.125,1998,12,327.7635566,0.772914708,18.67128944,34.52081126,101862.7969,3.391195536 155.125,37.875,1998,12,308.3434886,0.26419566,17.78225708,34.06216586,101483.1406,5.625904083 134.875,4.625,1998,12,350.599585,0.044085853,29.45903206,34.36223203,100797.6641,1.890052199 199.125,30.875,1998,12,334.7392275,0.065927468,21.72645187,35.16197938,102073.5703,2.36828351 230.875,33.375,1998,12,360.2603805,0.177492261,16.02612877,33.79693234,102805.5859,4.731341839 144.875,33.625,1998,12,312.9679811,0.589798212,20.90096664,34.62542015,101749.6797,3.55299449 145.125,41.625,1998,12,302.876454,0.290097445,9.18193531,33.32365793,101568.125,7.882372856 140.375,34.125,1998,12,325.0890365,0.628873944,18.81580544,34.51648384,101854.2813,3.163951874 146.875,32.625,1998,12,312.8286201,0.178798964,22.53806305,34.67426473,101734.7656,3.636482477 235.125,33.875,1998,12,349.8097225,0.375768542,14.07838726,33.64140427,102568.0938,6.985484123 146.125,41.375,1998,12,323.5413066,0.458772451,9.110645294,33.54733586,101540.8672,7.996227264 153.875,35.375,1998,12,299.3881768,0.388829082,18.14709663,34.36672843,101609.25,3.461155891 140.375,27.375,1998,12,320.4411067,0.123764887,23.82935333,34.82296163,101832.6484,3.851440907 139.875,26.625,1998,12,319.3175655,0.104624994,24.2229023,34.79413778,101804.0781,4.698104382 134.875,10.625,1998,12,350.3080836,0.031719889,28.85903168,34.6474753,100888,7.060593128 159.125,31.125,1998,12,316.8105487,0.204510853,22.61838722,34.75637162,101707.8906,2.772596121 139.875,34.125,1998,12,330.3390516,0.802457452,18.5316124,34.51551765,101872.6875,3.674815416 163.875,40.375,1998,12,315.1658729,0.738804758,11.74903202,33.99784154,101157.9844,5.538012505 165.125,39.125,1998,12,305.9488596,0.213879228,13.86612892,34.2558676,101238.2188,5.127383232 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1001,373,985,1216,236,144,732193.6794,3340239.373,113,1.932 960,569,1105,1280,442,270,742180.8287,3305968.918,115,0.966 1392,741,1304,1542,466,222,732193.6794,3340239.373,125,0.708 289,17,373,629,0,96,742180.8287,3305968.918,228,1.375 902,465,1033,1231,317,297,742180.8287,3305968.918,248,1.381 167,5,339,521,65,173,742180.8287,3305968.918,269,1.46 147,11,255,501,6,100,742180.8287,3305968.918,148,0.927 1879,1463,1828,1920,704,430,735283.8788,3305543.46,113,1.103 387,295,487,636,297,327,760685.3022,3400910.424,201,1.062 1040,467,941,1252,445,381,735283.8788,3305543.46,228,1.184 115,297,158,262,125,102,766127.8819,3410012.326,232,0.991 884,321,725,1024,133,54,735283.8788,3305543.46,250,1.19 700,643,741,877,588,534,760685.3022,3400910.424,251,0.729 1031,672,1423,1404,446,224,735283.8788,3305543.46,259,1.052 2637,1669,2529,2725,811,329,735283.8788,3305543.46,305,0.999 1112,376,559,1016,147,73,735283.8788,3305543.46,102,1.072 1460,1073,1391,1728,998,907,760685.3022,3400910.424,110,0.683 1135,404,1001,1240,238,145,740764.5329,3345117.625,113,1.485 1416,793,1259,1490,547,327,735283.8788,3305543.46,115,0.966 1234,916,1396,1537,802,338,735283.8788,3305543.46,127,0.518 259,43,306,564,30,47,735283.8788,3305543.46,214,0.651 1102,522,1200,1331,274,133,735283.8788,3305543.46,228,1.406 1218,507,850,1172,230,118,735283.8788,3305543.46,248,1.406 1380,552,911,1264,227,151,735283.8788,3305543.46,295,1.267 219,46,263,487,15,85,735283.8788,3305543.46,247,1.363 1052,300,718,1058,191,102,735283.8788,3305543.46,269,1.438 249,48,269,560,28,125,735283.8788,3305543.46,148,0.883 1707,1561,1666,1785,640,303,735560.9789,3310264.746,113,1.059 813,633,847,1001,161,126,735560.9789,3310264.746,200,1.374 65,8,247,250,7,78,769342.0294,3397638.595,218,0.77 400,90,84,487,11,107,735560.9789,3310264.746,223,1.085 1063,532,962,1271,449,396,735560.9789,3310264.746,228,1.223 13,29,118,170,110,62,758823.1007,3410510.351,232,0.955 961,548,846,1068,152,56,735560.9789,3310264.746,250,1.272 644,599,663,775,567,502,769342.0294,3397638.595,251,0.653 1116,581,507,1000,156,76,735560.9789,3310264.746,102,1.072 1169,1098,1225,1402,1035,943,769342.0294,3397638.595,110,0.802 979,358,979,1202,232,141,740859.2357,3340803.298,113,1.523 1333,765,1181,1410,517,288,735560.9789,3310264.746,115,0.895 884,445,947,1124,235,121,740859.2357,3340803.298,125,0.723 1047,664,992,1163,373,147,735560.9789,3310264.746,127,0.499 667,773,403,741,86,49,735560.9789,3310264.746,214,0.67 1337,699,1198,1356,255,99,735560.9789,3310264.746,228,1.421 1317,838,949,1228,369,185,735560.9789,3310264.746,248,1.5 1390,596,938,1254,202,127,735560.9789,3310264.746,295,1.351 503,271,649,848,247,132,735560.9789,3310264.746,205,1.018 1187,699,1108,1313,258,105,735560.9789,3310264.746,247,1.392 1244,535,869,1191,281,158,735560.9789,3310264.746,269,1.322 1099,1148,1076,1237,343,125,735560.9789,3310264.746,148,0.927 677,254,705,946,134,54,722880.2095,3346403.626,188,1.454 550,217,881,970,151,96,722880.2095,3346403.626,218,0.712 1602,1151,1264,1504,545,266,722880.2095,3346403.626,125,0.799 706,542,756,976,690,219,722136.7064,3347431.423,188,1.396 214,263,300,575,99,184,722136.7064,3347431.423,218,0.849 537,139,363,728,249,131,722136.7064,3347431.423,236,0.521 1505,958,1073,1440,721,615,722136.7064,3347431.423,251,1.343 1365,945,925,1222,326,180,722136.7064,3347431.423,113,1.455 1577,1288,1239,1496,725,327,722136.7064,3347431.423,125,0.874 1418,783,1230,1552,661,549,669531.0777,3167551.421,222,1.77 897,775,602,973,417,133,617798.9375,3137196.796,215,0.689 1451,875,1115,1386,530,327,600549.853,3098709.142,222,1.112 1193,514,1253,1419,322,138,598258.9007,3091330.671,216,1.795 1178,683,1494,1495,399,215,768193.4945,3402138.581,137,0.901 2252,2252,2274,2178,1607,662,768193.4945,3402138.581,235,1.303 865,671,1068,1132,486,269,768193.4945,3402138.581,107,1.109 1278,753,1307,1421,448,248,768193.4945,3402138.581,127,1.641 847,725,984,1134,670,576,768193.4945,3402138.581,138,1.2 752,685,1097,1046,419,198,768193.4945,3402138.581,226,0.593 1855,1222,2121,2137,737,382,768193.4945,3402138.581,284,0.652 235,73,403,628,537,400,768193.4945,3402138.581,100,0.811 991,859,1158,1300,731,620,768193.4945,3402138.581,175,0.753 476,428,586,601,416,329,768193.4945,3402138.581,223,0.773 849,142,614,926,75,54,768193.4945,3402138.581,297,0.727 1473,1353,1836,1682,1178,499,767853.4267,3405004.928,235,1.267 805,558,1020,1097,488,403,767853.4267,3405004.928,266,0.655 1106,956,1259,1331,951,518,767853.4267,3405004.928,107,1.253 1089,685,1310,1388,486,276,767853.4267,3405004.928,127,1.381 1079,1071,1089,1233,1083,846,767853.4267,3405004.928,138,1.264 950,818,1383,1372,866,309,767853.4267,3405004.928,185,1.376 121,101,452,478,454,393,767853.4267,3405004.928,201,1.157 705,647,1031,960,695,307,767853.4267,3405004.928,226,0.668 722,399,972,1096,297,175,767853.4267,3405004.928,111,0.761 420,298,507,629,107,230,767853.4267,3405004.928,225,0.848 544,190,792,922,138,74,767853.4267,3405004.928,254,0.805 548,209,790,959,587,331,767853.4267,3405004.928,301,0.794 225,64,270,557,187,208,767853.4267,3405004.928,126,0.81 1179,1120,1035,1281,1100,914,767853.4267,3405004.928,143,1.067 696,979,705,876,829,1098,767853.4267,3405004.928,175,0.785 181,38,715,723,338,342,767853.4267,3405004.928,192,0.821 151,96,215,246,116,124,767853.4267,3405004.928,203,0.8 661,567,810,887,592,485,767853.4267,3405004.928,223,0.819 1567,1243,1997,1903,993,439,767853.4267,3405004.928,253,0.796 148,1,289,524,53,168,767853.4267,3405004.928,271,0.825 435,57,589,794,109,73,767853.4267,3405004.928,297,0.77 1206,835,1348,1507,724,544,765514.9175,3409997.113,188,0.786 613,423,767,884,503,186,765514.9175,3409997.113,200,0.941 1058,553,1066,1287,693,567,765514.9175,3409997.113,266,0.756 1143,874,1321,1412,504,271,765514.9175,3409997.113,127,1.436 78,248,115,410,200,121,765514.9175,3409997.113,192,0.906 52,9,51,223,16,179,765514.9175,3409997.113,225,0.805 385,120,681,791,94,82,765514.9175,3409997.113,270,0.83 1914,1175,1992,2060,658,365,765514.9175,3409997.113,284,0.59 1245,1275,1091,1337,1164,1014,765514.9175,3409997.113,143,0.872 274,141,352,628,62,156,765514.9175,3409997.113,271,0.802 1286,701,1550,1568,413,227,750124.8967,3413699.694,137,1.024 1170,808,1305,1425,461,253,750124.8967,3413699.694,127,1.097 769,906,928,1084,881,603,750124.8967,3413699.694,138,1.042 1045,480,999,1229,268,158,750124.8967,3413699.694,111,0.808 440,307,581,700,59,153,750124.8967,3413699.694,270,0.811 1081,990,1227,1373,1117,787,750124.8967,3413699.694,223,0.759 606,278,832,984,201,152,750124.8967,3413699.694,271,0.784 861,552,1144,1164,345,193,760685.3022,3400910.424,127,1.274 962,912,990,1068,820,739,760685.3022,3400910.424,138,1.186 220,5,354,623,4,73,760685.3022,3400910.424,254,0.819 1790,1175,2158,2151,712,390,760685.3022,3400910.424,284,0.642 1350,1121,1459,1587,990,926,769342.0294,3397638.595,266,0.687 727,546,890,983,485,270,769342.0294,3397638.595,107,0.899 969,618,1265,1290,395,219,769342.0294,3397638.595,127,1.069 1151,1174,1117,1246,1155,1054,769342.0294,3397638.595,138,1.088 722,516,1083,977,347,184,769342.0294,3397638.595,226,0.733 228,3,409,647,5,136,769342.0294,3397638.595,298,0.62 671,360,957,1054,248,159,769342.0294,3397638.595,111,0.723 293,232,303,323,196,176,769342.0294,3397638.595,225,0.9 1809,1211,2185,2171,722,399,769342.0294,3397638.595,284,0.624 517,127,768,939,61,40,769342.0294,3397638.595,301,0.752 575,354,894,950,11,211,769342.0294,3397638.595,100,0.825 678,488,995,1015,447,233,769342.0294,3397638.595,126,0.745 1094,1052,954,1120,998,900,769342.0294,3397638.595,143,0.91 849,808,1051,1030,913,946,769342.0294,3397638.595,223,0.874 140,0,240,463,1,7,769342.0294,3397638.595,297,0.737 1303,547,848,1163,155,65,724041.2084,3346172.125,145,1.408 1601,896,1433,1625,623,370,724041.2084,3346172.125,160,1.162 804,305,875,1091,202,114,724041.2084,3346172.125,221,1.851 1822,1162,2004,2063,630,228,724041.2084,3346172.125,251,1.111 1774,840,1622,1811,339,125,724041.2084,3346172.125,281,1.654 1354,516,892,1236,191,121,724041.2084,3346172.125,295,1.61 1509,927,1035,1339,418,232,724041.2084,3346172.125,118,1.065 996,305,644,1001,115,54,724041.2084,3346172.125,244,1.632 1597,913,1705,1788,592,381,724041.2084,3346172.125,254,1.655 991,467,1143,1275,7,120,724041.2084,3346172.125,148,1.235 1385,964,1308,1531,693,381,724041.2084,3346172.125,185,1.245 1136,384,496,956,97,67,724041.2084,3346172.125,199,0.773 455,19,291,688,6,57,724041.2084,3346172.125,219,0.682 1190,398,830,1177,166,110,724041.2084,3346172.125,254,1.232 1018,267,676,1059,114,54,724041.2084,3346172.125,301,1.202 1524,803,1359,1544,449,240,724041.2084,3346172.125,128,1.12 1600,926,1646,1686,426,174,724041.2084,3346172.125,192,1.344 1001,253,728,1040,104,62,724041.2084,3346172.125,218,1.624 940,540,1134,1126,440,341,724041.2084,3346172.125,269,1.685 1739,1040,1562,1741,685,398,724298.0257,3340208.397,160,1.217 1254,643,853,1155,232,124,724298.0257,3340208.397,221,1.674 1842,1114,2016,2080,611,226,724298.0257,3340208.397,251,1.12 1786,850,1700,1876,353,137,724298.0257,3340208.397,281,1.808 1437,706,764,1184,169,114,724298.0257,3340208.397,295,1.557 1635,1153,1188,1452,672,525,724298.0257,3340208.397,97,0.878 1722,1042,1307,1607,527,291,724298.0257,3340208.397,118,0.998 1323,941,687,1053,122,53,724298.0257,3340208.397,244,1.518 2250,1798,2021,2335,1722,1763,724298.0257,3340208.397,271,1.716 870,218,912,1146,161,112,724298.0257,3340208.397,283,1.738 1319,815,1175,1370,530,278,724298.0257,3340208.397,185,1.235 1251,652,502,963,106,60,724298.0257,3340208.397,199,0.525 624,242,938,1042,148,53,724298.0257,3340208.397,219,0.954 885,258,893,1132,134,89,724298.0257,3340208.397,254,1.314 765,294,1034,1177,15,81,724298.0257,3340208.397,267,1.299 1274,837,1945,1859,1374,1226,724298.0257,3340208.397,283,1.256 1049,264,607,1029,80,48,724298.0257,3340208.397,301,1.036 1520,848,1261,1450,411,223,724298.0257,3340208.397,128,1.479 1567,868,1560,1632,363,156,724298.0257,3340208.397,192,1.537 1279,620,559,1019,114,63,724298.0257,3340208.397,218,1.624 1355,774,757,1111,123,46,732138.8299,3346473.839,145,1.182 1561,826,1367,1555,552,339,732138.8299,3346473.839,160,1.123 1106,459,1011,1235,262,155,732138.8299,3346473.839,221,1.785 1727,1066,1944,2002,11,208,732138.8299,3346473.839,251,1.154 1427,702,1610,1729,7,124,732138.8299,3346473.839,281,1.788 1533,847,801,1252,184,126,732138.8299,3346473.839,295,1.605 1664,1007,1283,1579,729,558,732138.8299,3346473.839,97,0.996 1063,596,950,1150,466,236,732138.8299,3346473.839,118,1.011 933,245,627,979,106,51,732138.8299,3346473.839,244,1.556 1151,404,496,963,93,60,732138.8299,3346473.839,199,0.593 901,242,857,1109,117,82,732138.8299,3346473.839,254,1.183 627,281,977,1063,186,94,732138.8299,3346473.839,267,1.028 1068,263,599,1016,83,46,732138.8299,3346473.839,301,0.977 1682,1150,1339,1552,474,257,732138.8299,3346473.839,128,1.364 1173,442,611,1017,97,55,732138.8299,3346473.839,218,1.609 1369,663,889,1196,166,70,732165.236,3340216.581,145,1.217 1249,602,1291,1453,430,258,732165.236,3340216.581,160,1.158 1107,430,1037,1265,274,160,732165.236,3340216.581,221,1.458 1743,996,1929,1986,539,200,732165.236,3340216.581,251,1.012 1115,371,1069,1319,285,249,732165.236,3340216.581,295,1.476 1797,1080,1336,1666,749,624,732165.236,3340216.581,97,0.917 1077,314,688,1037,106,52,732165.236,3340216.581,244,1.641 1222,618,1482,1563,388,182,732165.236,3340216.581,254,1.712 743,225,771,1011,163,110,732165.236,3340216.581,271,1.707 760,236,935,1125,313,238,732165.236,3340216.581,283,1.714 1366,784,733,1104,184,127,732165.236,3340216.581,97,1.428 1053,265,630,995,92,65,732165.236,3340216.581,199,0.69 149,1,285,539,0,57,732165.236,3340216.581,219,0.876 633,184,831,1015,109,67,732165.236,3340216.581,254,1.275 644,248,914,1035,163,71,732165.236,3340216.581,267,1.212 851,283,1234,1259,190,91,732165.236,3340216.581,283,1.315 712,141,659,974,63,33,732165.236,3340216.581,301,1.05 1621,866,1459,1627,471,260,732165.236,3340216.581,128,1.439 521,47,232,699,6,181,732165.236,3340216.581,192,1.643 563,149,665,860,83,56,732165.236,3340216.581,218,1.767 1492,815,1816,1790,488,254,732165.236,3340216.581,247,1.709 1269,611,733,1065,112,46,740764.5329,3345117.625,145,1.298 1399,661,1243,1421,407,251,740764.5329,3345117.625,160,1.122 1224,588,1182,1390,400,248,740764.5329,3345117.625,221,1.627 879,240,842,1123,144,105,740764.5329,3345117.625,295,1.514 1298,824,1235,1494,694,591,740764.5329,3345117.625,97,0.947 1354,738,1073,1317,497,274,740764.5329,3345117.625,118,0.927 1275,761,1513,1584,465,357,740764.5329,3345117.625,254,1.618 1052,772,1204,1344,513,587,740764.5329,3345117.625,271,1.608 619,120,664,896,59,48,740764.5329,3345117.625,199,0.515 92,1,242,426,4,61,740764.5329,3345117.625,219,0.609 723,191,821,1037,100,69,740764.5329,3345117.625,254,1.295 671,321,1035,1130,10,118,740764.5329,3345117.625,267,1.265 1023,335,1056,1258,175,91,740764.5329,3345117.625,283,1.242 975,223,616,1014,77,34,740764.5329,3345117.625,301,1.212 1147,634,1148,1293,439,240,740764.5329,3345117.625,128,1.289 330,12,192,612,6,132,740764.5329,3345117.625,247,1.724 1140,347,772,1093,108,49,740859.2357,3340803.298,145,1.086 1387,772,1384,1541,550,339,740859.2357,3340803.298,160,1.177 1132,663,1272,1443,521,357,740859.2357,3340803.298,221,1.333 801,230,878,1121,150,125,740859.2357,3340803.298,295,1.485 1129,732,1142,1378,643,553,740859.2357,3340803.298,97,1.055 995,429,1032,1284,304,195,740859.2357,3340803.298,118,1.154 1466,944,1767,1838,830,463,740859.2357,3340803.298,130,1.162 479,7,310,725,1,49,740859.2357,3340803.298,244,1.66 964,479,1343,1358,280,116,740859.2357,3340803.298,254,1.646 494,181,678,849,144,128,740859.2357,3340803.298,271,1.585 1340,676,768,1123,194,140,740859.2357,3340803.298,97,1.433 148,1,183,463,7,114,740859.2357,3340803.298,148,1.106 899,252,1110,1234,161,72,740859.2357,3340803.298,283,1.433 878,177,681,1015,73,29,740859.2357,3340803.298,301,1.198 1398,796,1345,1523,660,355,740859.2357,3340803.298,128,1.389 413,16,352,699,1,119,740859.2357,3340803.298,247,1.684 899,425,840,1090,244,126,722851.315,3346403.038,221,1.78 1820,924,1638,1821,356,122,722851.315,3346403.038,281,1.509 1862,1448,1420,1674,924,624,722851.315,3346403.038,97,0.888 1608,1104,1134,1443,546,291,722851.315,3346403.038,118,1.105 1466,1214,791,1166,309,218,722851.315,3346403.038,97,1.473 967,389,724,997,638,199,722851.315,3346403.038,199,0.807 952,511,959,1137,184,138,722851.315,3346403.038,219,0.76 1326,601,874,1197,199,114,722851.315,3346403.038,254,1.183 1058,523,974,1178,11,92,722851.315,3346403.038,267,1.159 1045,422,737,1052,196,97,722851.315,3346403.038,218,1.711 1249,823,1195,1251,490,378,722851.315,3346403.038,269,1.57 1402,829,956,1223,460,145,722108.4894,3347397.567,145,1.146 1640,1147,1415,1592,833,374,722108.4894,3347397.567,160,1.082 595,260,219,716,723,273,722108.4894,3347397.567,221,1.732 1885,1484,1994,2048,1142,343,722108.4894,3347397.567,251,1.101 1737,1044,1637,1783,507,185,722108.4894,3347397.567,281,1.697 1756,1239,1200,1528,393,272,722108.4894,3347397.567,295,1.591 1965,1537,1520,1784,1035,676,722108.4894,3347397.567,97,1.154 1608,1117,1170,1464,669,340,722108.4894,3347397.567,118,0.898 1262,674,808,1104,337,108,722108.4894,3347397.567,244,1.712 1422,829,1056,1378,331,164,722108.4894,3347397.567,283,1.593 1445,1104,818,1181,353,227,722108.4894,3347397.567,97,1.425 965,403,674,979,356,132,722108.4894,3347397.567,199,0.578 887,584,925,1107,850,259,722108.4894,3347397.567,219,0.779 1208,566,916,1171,308,161,722108.4894,3347397.567,254,1.256 1277,1018,976,1250,646,241,722108.4894,3347397.567,267,1.236 1227,822,765,1126,280,153,722108.4894,3347397.567,301,1.114 1646,1225,1451,1637,655,362,722108.4894,3347397.567,128,1.289 1565,1145,1635,1667,568,226,722108.4894,3347397.567,192,1.45 1116,607,753,1063,486,143,722108.4894,3347397.567,218,1.675 1269,711,1188,1260,368,181,722108.4894,3347397.567,269,1.547 1285,700,1111,1304,374,122,683165.2412,3283556.766,228,1.03 1329,628,1151,1329,302,102,683165.2412,3283556.766,244,1.25 2126,1206,2085,2243,592,240,683165.2412,3283556.766,290,1.48 268,8,285,659,297,126,683165.2412,3283556.766,149,0.843 1683,972,1667,1728,578,406,683165.2412,3283556.766,264,1.48 2253,2204,2016,2464,2256,2083,683165.2412,3283556.766,154,0.793 806,439,953,1172,356,275,683165.2412,3283556.766,168,1.14 668,292,881,1088,209,151,683165.2412,3283556.766,197,0.91 1198,445,803,1126,273,219,683165.2412,3283556.766,232,1.37 950,347,934,1159,246,191,683165.2412,3283556.766,245,1.4 1608,781,1407,1622,328,152,683165.2412,3283556.766,284,1.44 1142,369,891,1144,197,148,683165.2412,3283556.766,289,1.51 744,384,775,1066,319,282,683165.2412,3283556.766,203,1.28 957,432,1193,1332,278,128,683165.2412,3283556.766,216,1.42 772,343,932,952,305,135,683165.2412,3283556.766,244,1.84 1429,1350,1649,1656,339,383,651388.5423,3267525.082,189,1.94 1291,630,1318,1460,383,199,651388.5423,3267525.082,256,0.677 1259,696,1406,1500,403,139,651388.5423,3267525.082,215,1.33 511,557,659,840,162,251,651388.5423,3267525.082,149,0.726 1143,586,933,1259,490,403,651388.5423,3267525.082,214,1.04 1385,698,1520,1582,350,118,651388.5423,3267525.082,264,1.8 1093,564,1315,1434,51,135,651388.5423,3267525.082,284,2.07 512,368,693,855,338,259,651388.5423,3267525.082,100,1.01 799,351,972,1131,226,107,651388.5423,3267525.082,244,2.14 1336,775,1257,1424,438,168,651388.5423,3267525.082,286,2.2 917,837,856,1106,1166,802,612954.1788,3083135.5,175,0.483 1608,1914,1558,1815,2371,2048,612954.1788,3083135.5,188,0.666 2505,3514,1643,2020,3297,3171,612954.1788,3083135.5,204,0.723 510,465,526,638,446,208,612954.1788,3083135.5,234,0.465 1092,759,1049,1192,708,464,612954.1788,3083135.5,264,0.9 988,971,894,1101,776,452,612954.1788,3083135.5,229,0.872 1398,1083,1585,1602,930,598,612954.1788,3083135.5,298,1.141 1952,1570,2059,2077,1205,619,612954.1788,3083135.5,92,1.594 897,719,802,1059,1185,835,612954.1788,3083135.5,170,0.572 631,530,411,729,746,483,612954.1788,3083135.5,183,1.032 1254,1120,886,1205,934,821,612954.1788,3083135.5,218,0.414 1048,1375,523,974,709,487,612954.1788,3083135.5,253,0.88 888,579,151,741,1017,554,612954.1788,3083135.5,283,1.492 1477,1039,1251,1405,704,465,612954.1788,3083135.5,294,1.62 601,821,292,731,933,714,612954.1788,3083135.5,128,1.211 1698,1609,1945,1924,1695,1194,612954.1788,3083135.5,145,0.878 1677,1548,1874,1865,1420,870,612954.1788,3083135.5,191,0.977 1101,519,818,1084,329,280,612954.1788,3083135.5,267,0.542 1388,1150,1286,1416,665,431,612954.1788,3083135.5,287,1.055 991,1084,856,1070,541,449,612954.1788,3083135.5,292,1.477 1521,2121,1456,1736,2254,1516,614287.8357,3083779.837,175,0.581 2931,3044,2779,2960,2297,1838,614287.8357,3083779.837,188,0.519 2005,2432,1633,2030,2511,2628,614287.8357,3083779.837,204,0.753 1136,1519,965,1191,735,479,614287.8357,3083779.837,222,0.43 1403,1779,1181,1428,599,368,614287.8357,3083779.837,264,0.914 1174,1285,1316,1337,511,227,614287.8357,3083779.837,298,1.184 1870,1505,1997,1998,1060,537,614287.8357,3083779.837,92,1.43 1214,1914,1037,1405,1340,1101,614287.8357,3083779.837,170,0.595 463,469,384,674,524,307,614287.8357,3083779.837,183,1.08 1410,1237,949,1309,1647,1290,614287.8357,3083779.837,218,0.347 1464,1245,1260,1409,574,325,614287.8357,3083779.837,294,1.595 1885,1787,2210,2229,2144,1899,614287.8357,3083779.837,145,0.953 1395,1551,1640,1654,902,648,614287.8357,3083779.837,191,1.064 932,562,776,1030,213,153,614287.8357,3083779.837,267,0.45 360,58,125,570,316,336,614287.8357,3083779.837,292,1.512 1631,1692,1654,1833,1213,950,616040.5049,3084882.797,175,0.634 2245,2038,2414,2562,2458,1958,616040.5049,3084882.797,188,0.377 1496,1570,1393,1637,1860,1849,616040.5049,3084882.797,204,0.723 1040,591,1061,1293,470,356,616040.5049,3084882.797,222,0.438 1026,415,1023,1222,255,134,616040.5049,3084882.797,264,0.8745 1340,644,1442,1580,523,235,616040.5049,3084882.797,298,1.1315 1469,1350,1267,1587,1521,1164,616040.5049,3084882.797,170,0.5495 208,297,104,458,41,73,616040.5049,3084882.797,183,0.9855 1688,1155,1173,1474,573,467,616040.5049,3084882.797,236,0.707 1443,822,1174,1367,351,141,616040.5049,3084882.797,294,1.5255 2280,2277,2311,2412,1843,1332,616040.5049,3084882.797,145,0.897 891,222,751,1021,11,51,616040.5049,3084882.797,267,0.5375 840,252,821,1050,194,128,616040.5049,3084882.797,292,1.519 1611,1711,1556,1755,1348,813,616281.7908,3084375.251,175,0.619 1480,1820,1321,1571,2216,1517,616281.7908,3084375.251,204,0.677 906,521,992,1188,633,396,616281.7908,3084375.251,222,0.407 865,498,890,1021,774,279,616281.7908,3084375.251,264,0.82 1340,644,1442,1580,523,235,616281.7908,3084375.251,298,1.011 1469,1350,1267,1587,1521,1164,616281.7908,3084375.251,170,0.572 236,177,201,495,113,114,616281.7908,3084375.251,183,1.029 1688,1155,1173,1474,573,467,616281.7908,3084375.251,236,0.646 1363,1127,1146,1305,1419,512,616281.7908,3084375.251,294,1.508 2194,2101,2387,2417,1911,1596,616281.7908,3084375.251,145,0.844 692,290,415,773,1004,321,616281.7908,3084375.251,267,0.549 622,541,737,917,1130,397,616281.7908,3084375.251,292,1.42 1753,1121,1552,1765,964,946,701261.813,3235552.101,131,0.953 1792,1215,1157,1632,606,396,701261.813,3235552.101,329,1.296 1188,740,1228,1393,461,234,647110.7312,3264607.659,133,0.281 1329,1041,917,1205,643,399,647110.7312,3264607.659,232,1.382 1143,897,1204,1326,495,157,615919.0127,3133886.026,215,0.185 1067,577,1039,1309,533,450,550382.3166,3004908.429,213,0.294 1246,1060,879,1162,752,359,572447.6146,3101432.532,214,5.337 1402,1773,898,1185,1750,1140,556544.5334,3078506.203,213,5.102 1225,1992,1310,1320,1606,843,611389.6047,3192283.148,215,6.7 1044,2253,1246,1237,2129,1345,624694.0536,3173118.033,215,5.463 1226,2176,1164,1260,1825,1361,550195.4369,3050740.202,213,6.815 1339,1143,1201,1448,281,219,566718.5172,3043283.466,297,1.219 1573,962,1424,1628,857,772,566718.5172,3043283.466,72,1.074 241,7,229,597,7,72,555590.9313,3017142.116,129,0.644 1128,352,733,1080,145,88,555590.9313,3017142.116,298,1.016 2084,1774,2271,2386,1462,1287,555590.9313,3017142.116,129,0.489 820,272,890,1120,182,98,553081.054,3008942.094,129,0.633 1178,411,717,1084,179,115,553081.054,3008942.094,298,0.979 1603,1004,1442,1647,731,373,553081.054,3008942.094,73,1.062 121,2,356,504,8,144,585080.0587,2995677.788,70,0.723 63,11,248,273,18,153,585080.0587,2995677.788,124,0.232 959,298,852,1107,174,72,553494.3884,3011902.54,129,0.65 1202,458,667,1055,141,91,553494.3884,3011902.54,298,1.119 1528,912,1498,1694,705,529,553494.3884,3011902.54,129,0.441 320,117,599,748,79,26,553494.3884,3011902.54,218,0.056 1581,646,1375,1652,274,146,584942.7986,3034463.822,297,0.972 717,144,652,907,297,116,603236.7097,3059330.024,219,0.3668 1419,509,966,1323,216,118,603236.7097,3059330.024,309,1.6156 796,359,791,1043,274,226,578432.6896,3053448.777,215,0.753 899,217,756,1050,102,44,578432.6896,3053448.777,226,0.728 1662,1002,1198,1530,707,606,578432.6896,3053448.777,218,0.1652 1296,789,1313,1448,795,855,578432.6896,3053448.777,310,1.302 1578,924,1335,1483,255,91,686066.6081,3414113.046,237,2.705 1065,276,943,1179,115,49,700476.3163,3254149.481,231,1.456 1470,1111,706,1157,195,75,629736.8902,3365230.82,232,3.115 1038,361,780,1076,226,179,709585.9446,3303587.373,237,0.753 699,177,678,914,129,96,709585.9446,3303587.373,211,1.253 1605,1100,1431,1674,750,707,709585.9446,3303587.373,232,0.948 591,267,615,852,628,486,651961.7527,3263130.633,236,0.551 1048,1359,285,815,1730,1102,651961.7527,3263130.633,143,0.569 401,160,546,697,593,368,651961.7527,3263130.633,211,1.108 852,617,734,1019,933,456,651961.7527,3263130.633,133,0.453 1375,775,1176,1461,2026,1074,651961.7527,3263130.633,232,1.301 801,179,566,895,62,27,696520.5477,3273800.57,236,1.035 1891,1275,1469,1763,958,855,696520.5477,3273800.57,143,0.881 702,140,659,938,75,51,696520.5477,3273800.57,210,1.107 1613,817,1275,1518,378,205,696520.5477,3273800.57,133,1.039 964,653,1050,1197,205,85,666500.8263,3274669.099,228,0.732 1944,1272,2017,2139,657,297,666500.8263,3274669.099,290,1.55 2527,2290,2334,2402,1136,799,666500.8263,3274669.099,101,1.91 269,328,304,603,108,193,666500.8263,3274669.099,149,0.641 1512,907,1514,1608,539,311,666500.8263,3274669.099,264,1.52 246,7,266,600,4,115,666500.8263,3274669.099,213,1.01 818,342,796,1029,283,180,666500.8263,3274669.099,245,1.35 1590,1111,1779,1852,131,282,666500.8263,3274669.099,284,1.61 659,396,690,959,364,268,666500.8263,3274669.099,203,1.43 1497,1184,1552,1622,1422,838,666500.8263,3274669.099,244,2.02 1370,945,1126,1354,474,194,666500.8263,3274669.099,286,1.94 1081,828,1547,1511,768,352,663374.6203,3269666.313,189,1.51 1502,1499,1284,1655,1207,1265,663374.6203,3269666.313,201,1.73 1449,786,1377,1541,566,296,663374.6203,3269666.313,256,0.684 707,778,566,997,1415,585,663374.6203,3269666.313,116,0.839 879,379,673,993,396,238,663374.6203,3269666.313,138,1.17 1117,798,1307,1350,600,253,663374.6203,3269666.313,215,0.987 618,377,532,858,1197,332,663374.6203,3269666.313,228,0.835 1621,1259,1884,1782,779,239,663374.6203,3269666.313,244,1.12 2609,2647,3363,3201,3007,2397,663374.6203,3269666.313,264,1.25 1696,1092,1872,1938,750,270,663374.6203,3269666.313,290,1.58 1310,624,1004,1346,575,387,663374.6203,3269666.313,214,1.34 1061,1071,1329,1306,1201,708,663374.6203,3269666.313,229,0.639 1441,922,1514,1560,448,311,663374.6203,3269666.313,264,1.4 1616,1203,1540,1695,888,563,663374.6203,3269666.313,99,1.05 2079,1993,1818,2261,1978,1741,663374.6203,3269666.313,154,0.796 866,670,978,1210,575,430,663374.6203,3269666.313,168,1.26 1286,548,927,1234,437,340,663374.6203,3269666.313,232,1.1 685,309,755,960,454,250,663374.6203,3269666.313,245,1.21 1039,1122,1122,1270,955,572,663374.6203,3269666.313,100,0.982 1453,1494,1448,1661,1621,1521,663374.6203,3269666.313,141,0.774 365,394,586,633,250,208,663374.6203,3269666.313,160,0.814 662,526,663,861,498,384,663374.6203,3269666.313,203,1.41 1212,762,817,1142,528,224,663374.6203,3269666.313,286,1.99 1197,883,1470,1479,993,520,648944.2369,3260928.196,264,1.47 1318,1072,1502,1598,483,214,648944.2369,3260928.196,290,1.79 1177,705,938,1247,781,557,648944.2369,3260928.196,214,1.57 1482,859,1608,1681,720,421,648944.2369,3260928.196,264,1.86 1476,1338,1478,1598,974,578,648944.2369,3260928.196,99,1.09 657,636,523,835,1021,424,648944.2369,3260928.196,141,0.483 638,894,438,724,779,427,648944.2369,3260928.196,183,1.91 808,516,829,994,698,439,648944.2369,3260928.196,213,1.31 1376,749,1032,1335,603,415,648944.2369,3260928.196,232,1.58 1197,884,991,1234,1307,858,648944.2369,3260928.196,245,1.71 1093,602,1183,1318,289,129,648944.2369,3260928.196,284,2.4 846,747,897,1115,773,569,648944.2369,3260928.196,100,1.19 1036,1056,1233,1276,1075,476,648944.2369,3260928.196,160,1.19 1826,1759,1685,1923,2867,2343,648944.2369,3260928.196,203,1.93 1090,751,1326,1430,772,514,648944.2369,3260928.196,216,1.53 1085,746,862,1168,522,224,648944.2369,3260928.196,286,2.35 771,643,779,1016,910,556,616291.5334,3084386.429,144,1.912 1002,1196,1025,1240,1593,674,616291.5334,3084386.429,229,0.608 732,749,731,913,213,162,616291.5334,3084386.429,186,0.788 1518,1606,1112,1367,1180,633,554460.8548,3030878.015,213,0.227 1431,1250,1899,1847,1437,697,668152.9291,3272442.49,189,1.46 1381,637,980,1339,522,439,668152.9291,3272442.49,251,0.86 678,740,548,974,805,322,668152.9291,3272442.49,116,0.807 1604,1094,1696,1727,738,265,668152.9291,3272442.49,137,0.647 1678,1862,2021,1963,1231,727,670765.7849,3270851.643,189,1.5 1201,1703,1203,1424,1378,895,670765.7849,3270851.643,201,1.58 836,775,773,989,775,541,670765.7849,3270851.643,251,0.954 852,1898,645,1056,1061,577,670765.7849,3270851.643,116,0.849 1010,843,721,1026,564,241,670765.7849,3270851.643,137,0.661 677,1767,526,824,1012,363,670765.7849,3270851.643,215,0.995 611,1946,469,797,1285,425,670765.7849,3270851.643,228,0.811 1603,1047,1684,1796,616,281,670765.7849,3270851.643,290,1.57 1523,1399,1534,1602,869,472,670765.7849,3270851.643,101,1.6 880,1321,755,1020,764,403,670765.7849,3270851.643,229,1.16 905,1439,618,927,996,615,670765.7849,3270851.643,264,1.43 314,275,309,563,212,116,670765.7849,3270851.643,141,0.595 261,993,89,452,501,320,670765.7849,3270851.643,183,1.45 334,289,168,536,1559,769,670765.7849,3270851.643,213,1.11 872,524,757,1001,367,221,670765.7849,3270851.643,245,1.19 795,450,629,947,255,129,670765.7849,3270851.643,284,1.7 897,1321,779,995,543,295,670765.7849,3270851.643,289,1.85 936,1073,978,1104,795,374,670765.7849,3270851.643,100,0.983 428,1409,290,600,760,525,670765.7849,3270851.643,160,0.986 648,424,683,923,401,291,670765.7849,3270851.643,203,1.48 3250,3618,2707,2994,2520,1959,670765.7849,3270851.643,216,1.46 1213,1131,1355,1507,1443,978,670765.7849,3270851.643,244,1.83 1036,1778,728,1078,653,289,670765.7849,3270851.643,286,1.99 1805,1999,1531,1888,2212,1676,646632.5275,3266320.119,201,2 894,416,774,1043,455,219,646632.5275,3266320.119,138,0.665 1008,1015,826,1087,526,382,612944.2249,3083146.491,144,1.77 2231,2140,2018,2362,2298,1951,612944.2249,3083146.491,229,0.757 632,606,672,759,520,250,612944.2249,3083146.491,234,0.465 1091,736,871,1091,929,467,612944.2249,3083146.491,186,0.823 1014,903,897,1191,1458,1023,614277.9859,3083779.744,144,1.619 1961,2187,1631,1922,1584,1108,614277.9859,3083779.744,229,0.643 2007,2180,1582,2034,1816,1539,614277.9859,3083779.744,143,0.648 1022,649,878,1127,921,405,614277.9859,3083779.744,186,0.866 890,659,870,1142,641,542,616040.2917,3084904.963,144,1.6335 1034,612,1139,1317,694,389,616040.2917,3084904.963,229,0.617 1629,1327,1402,1801,1264,1105,616040.2917,3084904.963,143,0.6465 727,305,796,997,213,162,616040.2917,3084904.963,186,0.7485 843,661,879,1111,671,596,617053.0092,3085092.09,144,1.598 1254,880,1313,1535,713,500,617053.0092,3085092.09,229,0.394 1516,1583,1430,1702,1777,1819,617053.0092,3085092.09,204,0.594 966,495,1024,1248,435,332,617053.0092,3085092.09,222,0.454 569,232,754,916,162,135,617053.0092,3085092.09,186,0.717 549,212,725,877,127,79,617053.0092,3085092.09,229,0.821 1564,1464,1353,1678,1358,1183,617053.0092,3085092.09,170,0.67 236,177,201,495,113,114,617053.0092,3085092.09,183,0.924 1519,895,965,1280,395,341,617053.0092,3085092.09,236,0.611 768,147,554,893,71,29,617053.0092,3085092.09,253,0.956 750,332,695,930,119,38,617053.0092,3085092.09,283,1.188 1468,827,1168,1375,290,127,617053.0092,3085092.09,294,1.54 2104,1929,2246,2272,1726,1264,617053.0092,3085092.09,145,0.934 1203,719,1528,1558,431,267,617053.0092,3085092.09,191,0.965 861,184,723,988,85,42,617053.0092,3085092.09,267,0.512 1478,642,1276,1475,217,116,617053.0092,3085092.09,287,1.031 808,250,833,1059,154,113,617053.0092,3085092.09,292,1.434 974,554,907,1076,1253,874,604659.9271,3080832.959,283,0.984 733,125,615,949,49,25,604659.9271,3080832.959,70,0.98 700,200,734,998,107,73,604659.9271,3080832.959,130,0.662 1467,835,1648,1726,520,187,604659.9271,3080832.959,213,0.409 1539,845,1337,1489,324,159,604659.9271,3080832.959,281,0.675 969,292,936,1217,177,137,597430.5269,3074421.788,283,0.815 427,1,402,784,28,15,597430.5269,3074421.788,70,1.713 575,176,958,1059,96,51,597430.5269,3074421.788,124,0.536 1421,708,1040,1312,244,100,597430.5269,3074421.788,281,0.818 1738,863,1334,1659,282,139,615118.2162,3076228.446,297,1.689 730,88,610,938,40,11,615118.2162,3076228.446,70,0.941 282,23,456,701,19,95,615118.2162,3076228.446,128,0.453 1309,567,1108,1310,253,117,615118.2162,3076228.446,281,0.684 1678,763,1340,1654,280,144,614183.4576,3072916.601,297,1.32 760,87,565,921,33,17,614183.4576,3072916.601,70,0.951 1207,594,1008,1253,218,110,614183.4576,3072916.601,281,0.53 1644,679,1305,1631,260,132,620682.6829,3073733.279,297,1.483 380,47,564,795,21,11,620682.6829,3073733.279,70,0.954 1144,405,1039,1266,189,96,620682.6829,3073733.279,281,0.423 545,352,651,841,357,166,615731.599,3089357.815,130,0.718 1683,1046,1444,1608,394,187,615731.599,3089357.815,281,0.842 648,227,751,993,168,149,629786.6201,3084402.065,284,0.831 400,53,583,804,20,16,629786.6201,3084402.065,70,0.995 769,207,728,1015,118,72,629786.6201,3084402.065,130,0.584 1463,872,1010,1313,237,113,629786.6201,3084402.065,281,1.63 1382,719,980,1246,159,66,682013.699,3390027.796,237,2.792 550,393,687,673,316,248,759838.882,3434076.552,213,0.901 55,1,192,244,2,44,778055.5617,3416087.84,216,0.839 45,1,161,207,2,43,793965.3861,3416546.922,216,0.955 28,1,47,90,5,19,780964.8705,3383526.996,223,0.522 578,175,581,805,112,56,711009.2956,3262316.12,228,1.707 42,1,226,176,1,59,753376.109,3230232.987,222,0.379 637,172,326,707,135,63,683961.046,3152123.113,209,1.01 233,42,17,453,148,225,683961.046,3152123.113,218,0.277 366,26,236,624,285,83,682324.3811,3148981.753,209,1.15 531,933,240,595,1439,463,685787.3022,3150643.729,209,1.06 476,167,289,660,48,27,686141.1651,3152434.62,209,1.14 267,133,118,507,22,188,686141.1651,3152434.62,218,0.697 809,186,603,899,41,28,684767.0498,3151337.352,209,1.05 1418,918,1494,1587,358,251,683960.8727,3152134.199,265,1.04 1142,464,1011,1247,265,161,683960.8727,3152134.199,102,1.02 821,389,778,975,390,272,683960.8727,3152134.199,186,0.645 916,384,580,920,98,59,683960.8727,3152134.199,233,0.505 1153,722,517,984,167,78,683960.8727,3152134.199,283,0.237 1236,525,924,1203,211,100,683960.8727,3152134.199,288,1.245 1068,544,1382,1445,212,245,682334.008,3148992.991,230,1.15 1624,1052,1705,1837,663,403,682334.008,3148992.991,265,0.91 889,395,1022,1208,288,192,682334.008,3148992.991,102,0.934 1010,633,1344,1436,585,284,682334.008,3148992.991,114,0.712 476,202,519,797,825,243,682334.008,3148992.991,233,0.467 1336,872,1734,1735,1172,546,682334.008,3148992.991,284,0.798 509,180,777,922,149,98,682334.008,3148992.991,213,0.335 964,239,371,853,538,154,682334.008,3148992.991,283,0.239 1161,375,1011,1234,166,95,682334.008,3148992.991,288,1.238 1033,1108,1096,1204,1560,580,685777.33,3150654.661,265,0.91 961,478,1012,1192,613,471,685777.33,3150654.661,102,0.851 1154,1028,1426,1432,1018,485,685777.33,3150654.661,284,0.705 519,236,740,904,465,261,685777.33,3150654.661,213,0.7 1118,341,836,1108,548,284,685777.33,3150654.661,283,0.241 1150,518,896,1176,1079,557,685777.33,3150654.661,288,1.166 1219,475,1273,1437,257,179,686121.7489,3152423.224,265,0.77 938,408,1029,1218,266,158,686121.7489,3152423.224,102,0.985 1217,745,1374,1502,417,233,686121.7489,3152423.224,114,0.591 2274,2145,2057,2330,1641,1451,686121.7489,3152423.224,186,0.348 991,351,712,1029,232,165,686121.7489,3152423.224,233,0.549 522,223,799,921,165,137,686121.7489,3152423.224,213,0.579 1008,429,524,967,64,41,686121.7489,3152423.224,283,0.236 1209,489,821,1143,159,89,686121.7489,3152423.224,288,1.238 1215,562,1367,1462,313,135,684777.1945,3151315.334,230,1.15 1211,452,1304,1458,273,180,684777.1945,3151315.334,265,0.95 1090,446,1006,1224,237,139,684777.1945,3151315.334,102,0.991 1122,581,1319,1463,533,360,684777.1945,3151315.334,114,0.559 1187,812,1086,1293,746,658,684777.1945,3151315.334,186,0.335 832,185,556,877,59,59,684777.1945,3151315.334,233,0.391 502,193,775,907,159,120,684777.1945,3151315.334,213,0.673 1220,512,841,1121,66,43,684777.1945,3151315.334,283,0.224 1126,387,938,1186,173,85,684777.1945,3151315.334,288,1.192 1154,471,1328,1457,264,166,682872.0372,3150320.872,265,0.91 1130,454,1007,1235,255,167,682872.0372,3150320.872,102,0.915 1089,671,1363,1472,559,303,682872.0372,3150320.872,114,0.571 526,41,424,759,301,112,682872.0372,3150320.872,233,0.556 1171,629,1617,1614,372,189,682872.0372,3150320.872,284,0.776 1186,497,546,996,84,41,682872.0372,3150320.872,283,0.222 521,89,481,792,25,33,682872.0372,3150320.872,209,1 1125,376,870,1162,137,86,682872.0372,3150320.872,288,1.199 1598,879,1314,1622,693,577,671427.4344,3182980.669,222,0.722 130,4,247,456,7,43,675237.2989,3145769.543,214,0.143 1135,600,864,1166,431,475,583851.1882,3093682.137,70,2.62 1351,1220,1172,1330,933,506,583851.1882,3093682.137,124,2.29 1478,1844,895,1274,886,329,583851.1882,3093682.137,282,0.873 989,241,729,1066,82,53,586192.786,3092401.96,70,2.706 1198,898,1017,1186,502,298,586192.786,3092401.96,124,2.01 1637,1787,1035,1411,644,274,586192.786,3092401.96,282,0.734 937,154,660,1032,70,32,590524.2589,3088377.293,70,2.493 749,381,740,978,662,274,609850.0887,3113355.247,227,1.7388 1536,826,1007,1331,357,281,594836.244,3074645.033,225,0.7336 1059,489,948,1190,333,255,567049.1149,3049679.57,215,0.938 714,353,698,966,267,228,573042.6827,3046644.143,215,0.672 1139,410,650,1024,108,38,573042.6827,3046644.143,226,0.2672 1218,1119,1251,1505,1139,1045,683184.2475,3283579.258,201,1.48 1608,915,1037,1445,596,498,683184.2475,3283579.258,251,0.528 996,704,1117,1311,499,244,683184.2475,3283579.258,116,0.963 1844,1239,1727,1792,528,270,683184.2475,3283579.258,137,0.739 894,1201,870,1192,679,268,666529.9004,3274669.53,116,0.852 1651,1088,1711,1752,603,281,666529.9004,3274669.53,137,0.657 1140,973,1411,1345,860,400,648943.7985,3260961.455,189,1.79 667,357,781,933,197,74,648943.7985,3260961.455,215,1.83 1208,639,1243,1401,421,240,648943.7985,3260961.455,256,0.727 955,1467,897,1189,1340,601,648943.7985,3260961.455,116,0.85 898,547,711,970,523,234,648943.7985,3260961.455,138,0.729 1057,1025,1400,1309,924,390,648174.4653,3259687.276,189,2.12 450,353,297,651,275,104,648174.4653,3259687.276,215,2.04 1105,961,1179,1329,458,222,648174.4653,3259687.276,256,0.806 933,1522,813,1144,1621,755,648174.4653,3259687.276,116,0.844 832,1701,677,960,590,284,648174.4653,3259687.276,138,0.731 1318,1170,1652,1652,1238,765,646603.8664,3266286.482,264,1.44 1389,804,1518,1589,469,194,646603.8664,3266286.482,264,1.61 1383,1128,1496,1598,972,604,646603.8664,3266286.482,99,1.05 685,474,814,1000,270,127,646603.8664,3266286.482,141,0.548 672,558,746,938,349,164,646603.8664,3266286.482,183,1.64 2624,2626,2461,2513,1804,1398,646603.8664,3266286.482,232,1.22 1020,571,1272,1369,30,190,646603.8664,3266286.482,284,2.32 604,590,678,858,668,361,646603.8664,3266286.482,100,1.09 1728,2014,1764,1921,2106,2036,646603.8664,3266286.482,141,0.915 366,721,70,389,1068,605,646603.8664,3266286.482,203,1.62 1041,887,1194,1201,571,261,646603.8664,3266286.482,216,1.83 1035,1594,927,1129,1116,396,648145.7904,3259653.636,228,1.73 1609,1686,1720,1828,2008,1175,648145.7904,3259653.636,264,1.2 1314,1179,1494,1588,474,213,648145.7904,3259653.636,290,1.82 1350,971,1462,1533,989,621,648145.7904,3259653.636,264,2.02 1079,1135,853,1160,988,599,648145.7904,3259653.636,99,1.07 771,897,590,878,360,144,648145.7904,3259653.636,141,0.714 576,1204,394,673,631,315,648145.7904,3259653.636,183,1.86 1344,948,1076,1378,1117,734,648145.7904,3259653.636,232,1.69 978,1161,875,1077,762,419,648145.7904,3259653.636,245,2.05 991,1107,1078,1214,453,175,648145.7904,3259653.636,284,2.38 881,1246,862,1089,818,581,648145.7904,3259653.636,100,1.2 903,1171,1068,1198,595,315,648145.7904,3259653.636,216,1.61 987,1038,825,1128,443,152,648145.7904,3259653.636,286,2.36 623,365,487,844,904,200,668124.346,3272408.794,228,0.704 1325,1157,1578,1489,1325,327,668124.346,3272408.794,244,1.15 1747,1104,1873,1959,816,255,668124.346,3272408.794,290,1.54 1624,1137,1665,1703,827,430,668124.346,3272408.794,101,1.38 3182,3547,3219,3468,4506,3338,668124.346,3272408.794,149,0.545 1248,584,1015,1333,468,366,668124.346,3272408.794,214,1.41 1049,768,1089,1328,821,401,668124.346,3272408.794,229,0.947 1464,809,1468,1567,518,329,668124.346,3272408.794,264,1.43 1687,1182,1554,1724,873,575,668124.346,3272408.794,99,1.05 181,102,253,492,98,81,668124.346,3272408.794,141,0.455 173,205,134,478,855,246,668124.346,3272408.794,183,1.43 3541,3508,3590,3951,3874,2354,668124.346,3272408.794,232,1.33 1162,670,1459,1521,363,143,668124.346,3272408.794,284,1.66 907,341,851,1059,254,168,668124.346,3272408.794,289,1.87 1311,1048,1783,1909,1587,1119,668124.346,3272408.794,216,1.57 1240,651,820,1159,383,135,668124.346,3272408.794,286,1.96 1412,1692,1360,1501,2202,1570,674105.0886,3283135.11,281,1.55 1065,978,1079,1313,640,279,674105.0886,3283135.11,116,0.947 733,475,761,1070,310,210,674105.0886,3283135.11,215,0.779 1502,1249,1617,1593,507,185,674105.0886,3283135.11,244,1.18 273,26,232,648,23,150,674105.0886,3283135.11,149,0.701 1689,966,1571,1680,503,298,674105.0886,3283135.11,264,1.78 478,289,715,871,265,192,674105.0886,3283135.11,197,1.02 1095,650,1115,1331,363,271,674105.0886,3283135.11,245,1.16 1530,800,1593,1713,415,167,674105.0886,3283135.11,284,1.55 1087,387,926,1152,254,161,674105.0886,3283135.11,289,1.67 752,410,779,1076,369,304,674105.0886,3283135.11,203,1.34 1312,727,620,1178,759,962,686409.553,3292327.805,201,1.5 1477,852,1677,1733,125,213,686409.553,3292327.805,215,1.36 1627,949,815,1332,663,612,686409.553,3292327.805,251,0.532 1391,805,1022,1287,618,262,686409.553,3292327.805,281,1.53 1336,712,1326,1485,501,356,686409.553,3292327.805,215,0.825 1384,865,1216,1377,396,157,686409.553,3292327.805,228,1.13 1436,743,1258,1339,320,157,686409.553,3292327.805,264,1.49 1926,1001,1791,1993,469,203,686409.553,3292327.805,290,1.4 1726,970,1718,1786,594,387,686409.553,3292327.805,264,1.47 1064,344,665,1003,145,59,686409.553,3292327.805,141,0.793 1202,478,998,1254,328,215,686409.553,3292327.805,168,1.09 1201,511,976,1208,294,153,686409.553,3292327.805,183,1.29 1225,457,989,1272,272,190,686409.553,3292327.805,197,0.93 1056,404,1054,1261,263,173,686409.553,3292327.805,213,0.917 1135,386,784,1106,219,169,686409.553,3292327.805,232,0.792 1206,399,904,1189,221,163,686409.553,3292327.805,245,1.18 1804,1123,1528,1714,411,226,686409.553,3292327.805,284,1.43 1252,517,724,1101,266,212,686409.553,3292327.805,203,1.3 1261,526,1187,1388,301,160,686409.553,3292327.805,216,1.89 1108,3002,985,1290,3511,1422,604102.1683,3096345.316,283,1.874 417,7,384,715,92,47,716700.0015,3340754.756,234,1.311 876,225,708,1003,108,54,716700.0015,3340754.756,148,1.215 1165,427,1118,1286,215,95,716700.0015,3340754.756,226,1.332 1428,899,1205,1468,697,560,716700.0015,3340754.756,148,1.066 982,309,816,1075,155,64,609192.6789,3385607.244,217,2.059 1522,959,1165,1473,632,537,609192.6789,3385607.244,217,2.84 1458,648,1127,1375,245,109,609192.6789,3385607.244,296,1.833 1998,1426,1415,1661,396,202,609192.6789,3385607.244,127,2.462 1495,932,1045,1319,237,121,609192.6789,3385607.244,303,2.411 1160,344,564,1036,77,40,644035.2988,3376500.556,232,3.052 1257,668,483,941,82,49,644035.2988,3376500.556,212,2.791 1125,374,906,1181,167,81,644035.2988,3376500.556,217,1.892 2458,2427,2138,2274,1651,1509,644035.2988,3376500.556,139,2.511 965,204,558,964,64,36,644035.2988,3376500.556,218,1.979 1301,456,1047,1329,208,113,644035.2988,3376500.556,296,1.874 1569,705,1430,1582,337,158,644035.2988,3376500.556,127,1.717 1194,461,685,1102,141,106,644035.2988,3376500.556,221,3.291 1725,954,1594,1694,417,197,644035.2988,3376500.556,218,2.653 1670,1056,993,1397,240,108,644035.2988,3376500.556,130,1.93 1673,1212,1110,1463,313,169,644035.2988,3376500.556,304,1.764 1177,1467,1174,1176,895,439,652299.985,3233540.466,306,1.896 3296,3334,3186,3290,2948,2654,654216.0245,3229241.81,75,0.992 1666,1061,1065,1520,821,763,654216.0245,3229241.81,217,1.637 755,697,551,854,474,198,654216.0245,3229241.81,238,1.086 1470,835,1420,1579,401,187,654216.0245,3229241.81,311,1.998 1691,1349,1749,1856,997,523,654216.0245,3229241.81,66,0.305 1083,1082,874,1113,835,562,654216.0245,3229241.81,131,1.305 1396,1262,1316,1485,1033,432,654216.0245,3229241.81,222,1.204 1242,604,1348,1480,340,154,673192.5261,3354811.074,218,1.917 1568,834,1070,1366,300,202,673192.5261,3354811.074,139,1.392 883,167,529,917,57,33,673192.5261,3354811.074,218,1.512 1666,1026,1310,1699,858,766,673192.5261,3354811.074,220,2.213 1206,616,936,1172,323,163,673192.5261,3354811.074,49,1.767 1352,598,933,1248,214,112,673192.5261,3354811.074,128,1.958 977,220,678,1027,73,40,673192.5261,3354811.074,244,1.276 1201,431,537,1002,54,41,673192.5261,3354811.074,308,1.797 1185,370,1058,1296,170,91,663009.5916,3357449.182,216,1.871 1020,213,552,975,61,28,663009.5916,3357449.182,218,1.759 1488,653,1322,1510,327,183,663009.5916,3357449.182,295,1.588 1621,756,1721,1803,443,207,663009.5916,3357449.182,127,1.987 1946,1289,1308,1728,833,741,663009.5916,3357449.182,220,2.423 1415,711,939,1234,204,95,663009.5916,3357449.182,129,1.2 1824,970,1935,1995,511,189,663009.5916,3357449.182,219,2.126 1405,775,882,1194,157,61,663009.5916,3357449.182,280,2.724 1854,1133,1455,1807,955,828,663009.5916,3357449.182,129,1.815 1120,352,913,1187,161,65,663009.5916,3357449.182,244,1.371 1272,443,1066,1306,201,115,655446.9246,3350729.068,216,1.986 1630,916,1201,1463,330,190,655446.9246,3350729.068,295,1.593 1762,959,1550,1706,401,199,655446.9246,3350729.068,127,1.792 2002,1889,1233,1664,861,693,655446.9246,3350729.068,220,2.919 1960,1134,2059,2115,583,209,655446.9246,3350729.068,219,2.127 1463,827,989,1273,183,77,655446.9246,3350729.068,280,2.532 1919,1286,1397,1737,870,703,655446.9246,3350729.068,129,1.996 1148,475,1139,1302,260,136,597737.5084,3361204.099,232,3.489 1332,714,792,1122,154,69,597737.5084,3361204.099,134,1.327 1272,751,609,994,158,96,597737.5084,3361204.099,133,1.89 1622,710,1060,1466,314,230,597737.5084,3361204.099,133,1.678 2294,1377,2031,2270,502,194,597737.5084,3361204.099,311,2.255 1414,987,805,1142,182,67,597737.5084,3361204.099,239,2.942 1503,793,1376,1556,521,304,597737.5084,3361204.099,124,2.717 1290,389,908,1209,110,35,597737.5084,3361204.099,218,2.766 1549,977,1095,1376,280,127,682737.3459,3359569.757,89,1.59 321,101,167,561,341,144,682737.3459,3359569.757,218,1.576 697,209,791,1003,127,56,682737.3459,3359569.757,233,1.943 1536,852,1070,1367,313,218,682737.3459,3359569.757,139,1.729 1346,496,1069,1343,221,125,682737.3459,3359569.757,297,1.341 1394,864,1019,1278,416,203,682737.3459,3359569.757,49,1.789 1250,507,1016,1227,231,115,682737.3459,3359569.757,223,1.618 1297,953,876,1200,364,155,682737.3459,3359569.757,128,1.903 991,353,851,1100,145,80,682737.3459,3359569.757,221,1.33 5094,5256,4669,4925,5111,4042,594309.4734,3377306.381,86,2.374 1530,656,1082,1446,384,285,594309.4734,3377306.381,133,1.532 1744,726,1585,1845,317,120,594309.4734,3377306.381,311,2.45 1507,777,1214,1413,317,179,594309.4734,3377306.381,218,2.688 1675,1030,1428,1595,431,218,594309.4734,3377306.381,304,2.367 395,89,375,621,54,51,700016.186,3377389.398,231,1.696 1491,920,837,1221,269,191,700016.186,3377389.398,150,2.08 989,273,922,1157,121,57,700016.186,3377389.398,237,1.197 1429,958,815,1182,163,71,700016.186,3377389.398,89,1.362 1207,463,1121,1345,246,135,700016.186,3377389.398,218,1.965 1795,1194,1472,1703,746,380,700016.186,3377389.398,140,1.895 1127,415,1020,1251,190,91,700016.186,3377389.398,232,1.919 1503,910,964,1283,199,86,700016.186,3377389.398,56,1.685 1278,633,698,1061,163,101,700016.186,3377389.398,131,1.736 2226,1482,1784,2131,1324,1172,700016.186,3377389.398,129,1.55 65,5,161,200,1,54,740034.6295,3378202.213,234,0.968 664,247,757,991,167,120,740034.6295,3378202.213,150,1.213 225,22,412,653,17,265,740034.6295,3378202.213,298,0.996 1270,695,1526,1690,485,273,740034.6295,3378202.213,290,1.495 1067,348,1220,1409,175,137,740034.6295,3378202.213,59,1.17 685,127,660,958,76,58,740034.6295,3378202.213,300,1.977 1889,1155,1851,2036,627,449,740034.6295,3378202.213,71,1.102 452,18,265,646,5,65,740768.6739,3344929.08,148,1.075 1029,266,849,1131,128,75,740768.6739,3344929.08,312,1.091 1044,804,1027,1225,675,559,740768.6739,3344929.08,148,0.917 1070,351,736,1029,140,94,740768.6739,3344929.08,58,1.061 130,4,302,439,2,80,740768.6739,3344929.08,219,1.496 906,217,868,1139,94,70,740768.6739,3344929.08,309,1.013 1299,535,914,1213,174,78,740768.6739,3344929.08,58,1.234 303,3,139,597,2,165,740768.6739,3344929.08,127,1.277 1034,407,934,1225,290,253,740768.6739,3344929.08,72,1.32 1129,444,965,1248,264,191,717952.2156,3363989.044,150,1.672 1595,1000,1117,1395,334,229,717952.2156,3363989.044,217,1.469 1713,1191,1146,1454,456,359,717952.2156,3363989.044,86,1.274 1308,751,1118,1401,602,490,717952.2156,3363989.044,148,1.338 690,211,649,931,153,132,717952.2156,3363989.044,219,1.727 1281,716,789,1114,214,124,717952.2156,3363989.044,281,1.473 892,247,847,1093,119,57,717952.2156,3363989.044,232,1.871 1444,846,929,1229,189,87,717952.2156,3363989.044,56,1.392 1362,1091,1383,1710,1017,901,717952.2156,3363989.044,220,1.594 1191,366,690,1070,104,84,717952.2156,3363989.044,300,2.535 707,422,760,941,402,324,717952.2156,3363989.044,248,1.821 126,14,124,378,1,123,767310.2234,3363302.262,149,1.137 1284,1274,1462,1443,1384,1635,767310.2234,3363302.262,131,0.896 50,15,16,148,5,111,767310.2234,3363302.262,211,0.277 1094,353,855,1136,169,111,767310.2234,3363302.262,58,1.0575 806,171,775,1042,78,27,767310.2234,3363302.262,310,1.644 572,165,764,956,6,51,767310.2234,3363302.262,58,0.593 480,94,631,857,59,46,767310.2234,3363302.262,300,1.474 855,316,902,1143,222,185,767310.2234,3363302.262,72,0.999 903,275,718,1019,177,149,702919.6147,3341589.614,219,1.909 1441,926,912,1195,244,101,702919.6147,3341589.614,281,1.134 1420,857,888,1171,236,147,702919.6147,3341589.614,289,2.277 2503,1893,1933,2353,1771,1616,702919.6147,3341589.614,126,1.756 1308,788,1244,1519,675,597,702919.6147,3341589.614,248,1.754 366,79,486,714,50,36,692408.9111,3355066.175,231,2.596 1394,602,959,1292,328,254,692408.9111,3355066.175,150,1.603 1204,365,937,1204,136,51,692408.9111,3355066.175,237,1.322 852,247,674,995,164,145,692408.9111,3355066.175,219,1.9 1443,956,862,1175,224,117,692408.9111,3355066.175,281,1.216 1456,650,915,1266,192,102,692408.9111,3355066.175,297,1.579 1990,1423,1438,1772,858,763,692408.9111,3355066.175,126,1.778 1298,557,1200,1379,270,186,692408.9111,3355066.175,223,1.492 1191,357,617,1048,124,78,692408.9111,3355066.175,305,2.68 1771,1016,1265,1612,495,354,692408.9111,3355066.175,128,1.546 1062,338,972,1208,179,89,692408.9111,3355066.175,221,1.289 832,196,608,952,108,79,657018.9784,3361897.279,231,2.389 1891,1139,1309,1696,858,754,657018.9784,3361897.279,222,1.752 1167,423,486,923,70,39,657018.9784,3361897.279,212,2.255 1127,322,982,1244,150,78,657018.9784,3361897.279,216,2.168 2626,2466,2216,2409,1601,1349,657018.9784,3361897.279,139,2.365 1548,994,928,1315,244,129,657018.9784,3361897.279,296,1.983 1737,843,1783,1872,481,222,657018.9784,3361897.279,127,1.829 2084,2011,1302,1744,872,724,657018.9784,3361897.279,220,2.489 1460,965,927,1225,204,86,657018.9784,3361897.279,129,1.399 1563,829,1670,1745,485,231,657018.9784,3361897.279,218,3.034 1386,794,826,1165,137,63,657018.9784,3361897.279,280,2.482 1461,718,1253,1449,363,152,657018.9784,3361897.279,244,1.421 862,314,829,1100,210,163,715953.4817,3385117.753,150,2.052 1760,1157,1182,1516,467,397,715953.4817,3385117.753,86,1.113 814,228,830,1072,121,80,715953.4817,3385117.753,218,1.933 1483,722,1325,1548,459,247,715953.4817,3385117.753,293,1.845 1719,1019,1443,1679,668,331,715953.4817,3385117.753,140,1.692 1162,407,776,1108,221,194,715953.4817,3385117.753,231,1.955 2123,1406,2151,2158,636,324,715953.4817,3385117.753,298,1.33 1275,476,1014,1268,185,92,715953.4817,3385117.753,56,1.4705 238,1,304,575,3,24,715953.4817,3385117.753,230,0.917 1698,741,1724,1887,552,331,715953.4817,3385117.753,290,2.042 1647,1014,1349,1546,396,222,715953.4817,3385117.753,60,0.932 1717,1166,1458,1711,682,410,715953.4817,3385117.753,71,1.384 859,245,778,1036,129,56,633681.2339,3385217.252,217,1.866 1295,909,531,969,74,29,633681.2339,3385217.252,218,2.638 1387,484,1364,1480,318,121,633681.2339,3385217.252,296,1.674 1391,492,1137,1373,223,103,633681.2339,3385217.252,127,2.29 1685,884,1834,1888,500,225,633681.2339,3385217.252,218,2.806 1436,700,1013,1300,199,106,633681.2339,3385217.252,303,1.753 598,364,795,935,296,182,757866.7585,3426292.304,142,0.8 55,3,117,200,9,31,757866.7585,3426292.304,231,0.95 156,8,200,414,3,51,757866.7585,3426292.304,231,1.358 631,194,1011,1155,94,55,757866.7585,3426292.304,59,0.454 50,45,27,150,22,122,757866.7585,3426292.304,217,0.369 1231,965,1535,1594,897,1015,757866.7585,3426292.304,298,0.626 1654,1016,1283,1543,582,314,710606.3073,3418340.566,140,1.15 1920,1177,1843,1925,488,242,710606.3073,3418340.566,298,1.592 1501,887,1036,1326,210,94,710606.3073,3418340.566,56,1.612 525,126,452,729,53,23,710606.3073,3418340.566,230,2.375 1789,1315,1069,1475,199,141,710606.3073,3418340.566,298,2.77 1309,746,1139,1342,412,225,710606.3073,3418340.566,71,1.447 1702,1177,1074,1434,459,389,710606.3073,3418340.566,131,1.469 1605,829,1982,1979,731,351,710606.3073,3418340.566,247,1.965 1443,698,830,1224,199,90,657417.3221,3225027.545,81,1.238 1583,731,1666,1819,381,174,657417.3221,3225027.545,289,1.332 1767,1239,1430,1699,686,315,657417.3221,3225027.545,72,1.493 898,249,782,1073,154,83,657417.3221,3225027.545,132,0.851 1704,1204,1668,1803,998,926,657417.3221,3225027.545,76,1.43 591,96,540,811,58,20,657417.3221,3225027.545,238,1.064 1089,293,937,1254,131,46,657417.3221,3225027.545,309,1.762 553,226,660,837,264,145,657417.3221,3225027.545,243,1.337 1452,746,1369,1519,413,183,657417.3221,3225027.545,222,1.314 1432,633,1077,1325,206,93,595356.9956,3355262.282,71,1.351 1576,704,992,1406,279,205,595356.9956,3355262.282,133,1.776 1531,869,1436,1610,595,335,595356.9956,3355262.282,124,2.611 1080,362,652,1000,104,42,595356.9956,3355262.282,217,2.743 1565,1072,1071,1365,254,114,672464.9953,3400408.134,89,2.267 1164,352,982,1268,172,82,672464.9953,3400408.134,217,1.709 1551,747,1246,1484,356,212,672464.9953,3400408.134,297,1.603 1144,593,465,890,46,17,672464.9953,3400408.134,221,2.903 1278,530,781,1114,164,103,672464.9953,3400408.134,131,1.842 1884,1193,2320,2274,702,264,672464.9953,3400408.134,217,2.536 1643,1047,1008,1375,404,329,672464.9953,3400408.134,131,1.592 1098,665,36,660,606,887,653626.211,3376709.928,148,1.522 1474,673,1364,1535,309,124,653626.211,3376709.928,218,2.009 3244,3225,2895,3073,2682,2307,653626.211,3376709.928,139,1.904 1497,742,946,1333,241,115,653626.211,3376709.928,296,1.132 1483,647,1397,1542,317,161,653626.211,3376709.928,218,3.069 1619,776,978,1381,192,98,653626.211,3376709.928,130,1.918 1656,1094,1141,1476,337,192,653626.211,3376709.928,304,1.805 1598,1049,1141,1424,278,138,662965.6969,3392318.476,89,1.585 1901,1293,1352,1705,980,854,662965.6969,3392318.476,148,1.628 1598,728,1315,1537,286,118,662965.6969,3392318.476,218,1.925 1178,373,641,1037,90,42,662965.6969,3392318.476,218,2.737 1497,660,1148,1411,236,134,662965.6969,3392318.476,296,1.147 1469,941,805,1203,193,107,662965.6969,3392318.476,130,1.57 1799,1133,2241,2213,666,249,662965.6969,3392318.476,217,2.643 1125,494,1081,1193,259,104,662965.6969,3392318.476,222,1.973 1396,786,971,1259,185,97,662965.6969,3392318.476,303,1.754 995,299,858,1104,152,70,672666.3438,3387844.288,217,1.673 3338,3290,2959,3153,2826,2547,672666.3438,3387844.288,139,1.792 1373,1314,654,1043,171,44,672666.3438,3387844.288,218,1.988 1615,779,1105,1432,245,128,672666.3438,3387844.288,297,1.741 1241,905,471,917,70,21,672666.3438,3387844.288,221,3.071 1430,758,816,1203,178,108,672666.3438,3387844.288,130,1.563 2003,1187,2123,2164,655,250,672666.3438,3387844.288,219,2.336 1326,494,1300,1515,305,134,672666.3438,3387844.288,222,1.827 976,298,881,1123,158,85,681960.9267,3386898.856,217,1.726 1172,322,661,1061,83,37,681960.9267,3386898.856,218,1.798 1628,861,1038,1403,238,148,681960.9267,3386898.856,297,1.357 1235,931,455,904,72,32,681960.9267,3386898.856,221,2.633 1227,493,706,1060,136,85,681951.333,3386898.694,131,1.864 1952,1181,2209,2212,669,260,681951.333,3386898.694,219,2.238 1207,455,1219,1449,298,146,681951.333,3386898.694,222,1.745 4684,4841,4189,4453,4535,3844,589927.3812,3362766.673,86,2.267 1094,479,769,1026,245,97,589927.3812,3362766.673,233,2.569 1480,798,1063,1327,237,100,589927.3812,3362766.673,71,1.242 1543,1042,741,1192,169,85,589927.3812,3362766.673,309,2.547 1674,911,1077,1468,362,255,589927.3812,3362766.673,133,1.717 1669,1417,1110,1422,654,513,589927.3812,3362766.673,147,1.21 1649,1462,868,1361,288,90,589927.3812,3362766.673,281,2.851 1482,1047,1192,1413,488,275,589927.3812,3362766.673,124,2.752 994,335,639,989,141,41,589927.3812,3362766.673,217,2.793 80,0,261,405,17,88,739106.7993,3184763.124,71,0.451 771,798,590,952,1087,498,661092.2313,3270587.109,61,1.502 2001,1839,1446,1936,1750,1470,661092.2313,3270587.109,131,1.282 1,612,91,328,1024,236,661092.2313,3270587.109,137,1.083 768,1707,954,1071,977,278,661092.2313,3270587.109,228,0.949 975,1063,779,1046,772,227,661092.2313,3270587.109,137,0.999 896,408,675,938,350,101,661092.2313,3270587.109,301,1.307 1314,481,1147,1380,248,138,663994.4717,3334695.051,216,1.897 1763,1132,1101,1509,627,532,663994.4717,3334695.051,217,2.162 1561,775,1154,1416,316,177,663994.4717,3334695.051,295,1.534 2344,2325,1582,1983,1146,990,663994.4717,3334695.051,126,2.201 1980,1160,2044,2107,626,219,663994.4717,3334695.051,219,1.446 1609,1306,1345,1552,988,545,613567.2064,3116161.141,123,1.162 1330,1124,1339,1453,1160,888,613567.2064,3116161.141,292,1.512 1556,1233,994,1305,898,451,613567.2064,3116161.141,68,1.532 1560,1122,1515,1597,1122,443,613567.2064,3116161.141,127,1.534 841,166,656,952,131,85,613567.2064,3116161.141,218,1.276 1403,618,1079,1337,349,229,613567.2064,3116161.141,288,1.135 1035,532,607,975,1146,604,613567.2064,3116161.141,129,1.266 1356,743,1281,1445,931,515,613567.2064,3116161.141,73,1.4665 1954,1507,1642,1937,880,836,613567.2064,3116161.141,285,1.1 4338,4446,3962,4166,4124,3695,599914.5933,3369118.335,86,2.66 1427,508,999,1364,261,192,599914.5933,3369118.335,133,1.664 2083,1261,1909,2038,495,183,599914.5933,3369118.335,256,3.24 1936,1211,1490,1820,324,119,599914.5933,3369118.335,311,2.295 1312,645,734,1096,145,63,599904.9866,3369118.247,239,2.827 1321,449,911,1207,116,41,599904.9866,3369118.247,218,2.734 873,468,842,1116,399,365,681351.2638,3397459.651,233,2.827 1351,608,937,1257,342,241,681351.2638,3397459.651,150,2.08 1541,1170,1009,1315,245,109,681351.2638,3397459.651,89,1.593 1076,316,943,1205,164,82,681351.2638,3397459.651,217,1.81 2044,1320,1803,2001,1038,799,681351.2638,3397459.651,139,1.736 1491,617,1058,1366,204,116,681351.2638,3397459.651,297,1.182 1116,385,469,903,39,21,681351.2638,3397459.651,221,2.753 1213,432,880,1173,207,138,681351.2638,3397459.651,131,1.725 1900,1304,2361,2288,747,315,681351.2638,3397459.651,217,2.419 1426,721,847,1290,241,120,681351.2638,3397459.651,71,1.871 1646,1065,1013,1379,392,321,681351.2638,3397459.651,131,1.504 1309,497,1277,1533,287,126,681351.2638,3397459.651,222,1.704 1237,547,1307,1468,359,220,681351.2638,3397459.651,247,1.944 1597,792,1050,1420,474,416,649913.7516,3396454.274,233,3.134 1013,238,453,888,56,41,649913.7516,3396454.274,212,2.751 1599,987,1146,1432,311,142,649913.7516,3396454.274,89,1.992 1894,1342,1396,1722,1006,887,649913.7516,3396454.274,148,1.772 980,278,819,1105,130,62,649913.7516,3396454.274,217,1.931 3776,3750,3427,3641,3340,2977,649913.7516,3396454.274,139,2.044 1033,258,529,940,62,31,649913.7516,3396454.274,218,2.613 1419,512,1496,1582,399,160,649913.7516,3396454.274,296,1.323 1193,578,505,945,59,32,649913.7516,3396454.274,221,3.417 1418,480,1157,1479,218,134,649913.7516,3396454.274,283,2.752 1677,848,1082,1473,381,306,649913.7516,3396454.274,131,1.731 1294,473,1158,1369,216,125,649913.7516,3396454.274,303,2.269 644,359,760,950,303,256,721820.6755,3407405.358,233,2.568 674,273,648,886,193,143,721820.6755,3407405.358,150,2.382 766,219,804,1050,147,114,721820.6755,3407405.358,217,2.037 2045,1026,1840,2043,487,241,721820.6755,3407405.358,313,1.468 718,185,609,915,120,104,721820.6755,3407405.358,219,1.946 1209,521,1265,1441,309,166,721820.6755,3407405.358,293,1.843 1586,842,1268,1526,502,292,721820.6755,3407405.358,140,1.156 548,167,679,914,126,106,721820.6755,3407405.358,231,1.011 1469,727,1096,1350,227,113,721820.6755,3407405.358,56,1.137 521,135,416,723,61,27,721820.6755,3407405.358,230,1.743 941,276,1327,1376,194,109,721820.6755,3407405.358,290,1.178 1917,1351,1547,1905,1251,1161,721820.6755,3407405.358,133,1.567 293,93,285,684,23,154,721820.6755,3407405.358,217,2.12 1123,316,612,1016,74,49,721820.6755,3407405.358,298,2.382 1630,907,1090,1421,432,362,721820.6755,3407405.358,131,1.321 1061,274,588,993,103,75,653450.678,3387720.325,231,2.385 1083,305,442,889,50,25,653450.678,3387720.325,212,2.586 1089,418,820,1114,152,66,653450.678,3387720.325,217,2.042 1134,405,550,973,92,29,653450.678,3387720.325,218,2.631 1409,596,1141,1381,222,113,653450.678,3387720.325,296,1.275 1744,940,1590,1724,411,192,653450.678,3387720.325,127,2.03 1203,648,520,960,81,41,653450.678,3387720.325,221,3.387 1477,650,1420,1552,328,159,653450.678,3387720.325,218,2.718 1668,1145,927,1418,274,159,653450.678,3387720.325,283,2.818 1519,762,1208,1468,325,138,653450.678,3387720.325,222,2.037 1405,740,920,1243,188,106,653450.678,3387720.325,303,1.685 668,129,538,861,68,56,671208.4698,3376895.858,231,2.112 1427,755,1010,1278,180,84,671208.4698,3376895.858,237,2.585 1604,1110,1117,1403,284,138,671208.4698,3376895.858,89,1.686 1374,608,1381,1540,308,126,671208.4698,3376895.858,218,1.851 3013,2905,2595,2774,2169,1907,671208.4698,3376895.858,139,1.639 1642,811,1210,1494,303,191,671208.4698,3376895.858,297,1.927 1932,1126,2154,2168,628,235,671208.4698,3376895.858,219,2.237 1669,932,1141,1477,386,192,671208.4698,3376895.858,130,1.781 1420,985,2017,1874,683,297,798759.7058,3398171.119,85,0.895 1116,1097,1009,1124,1044,957,798759.7058,3398171.119,150,0.926 1134,424,1119,1325,244,146,663665.9411,3343152.141,216,2.21 1391,539,1141,1377,265,147,663665.9411,3343152.141,295,1.291 1528,1018,1361,1582,883,637,663665.9411,3343152.141,129,1.974 65,4,90,157,6,67,824329.1529,3398911.681,211,0.457 18,0,187,145,11,33,824329.1529,3398911.681,310,0.437 120,0,530,509,1,25,824329.1529,3398911.681,70,0.416 99,0,170,346,13,89,768389.2355,3397370.59,149,0.846 1082,316,828,1123,138,98,768389.2355,3397370.59,58,0.656 262,0,412,676,92,61,768389.2355,3397370.59,300,0.795 421,70,604,821,41,20,768389.2355,3397370.59,70,0.616 94,66,45,157,27,86,810291.4825,3368883.511,211,0.338 162,10,376,551,0,100,810291.4825,3368883.511,58,0.807 46,4,261,186,17,84,810291.4825,3368883.511,219,0.854 20,2,131,99,4,64,791558.0435,3368365.005,141,0.687 622,278,856,1003,202,124,791558.0435,3368365.005,58,0.86725 3098,3121,3385,3533,2398,2381,791558.0435,3368365.005,305,0.286 749,426,788,1010,369,328,701234.5705,3393963.738,233,2.667 1396,571,930,1270,271,199,701234.5705,3393963.738,150,2.069 4901,4234,4911,5367,4778,2483,701234.5705,3393963.738,217,2.107 2075,1554,2033,2211,1354,1221,701234.5705,3393963.738,239,1.908 1350,597,629,1177,141,92,701234.5705,3393963.738,313,1.929 1161,395,729,1087,211,168,701234.5705,3393963.738,219,2.126 1142,437,873,1191,320,267,701234.5705,3393963.738,231,2.043 934,225,545,898,62,44,701234.5705,3393963.738,232,1.641 1456,634,1345,1508,399,258,701234.5705,3393963.738,290,2.152 1124,326,563,992,63,28,701234.5705,3393963.738,298,2.78 1280,800,835,1174,283,153,701234.5705,3393963.738,71,1.652 1653,1134,1011,1365,410,331,701234.5705,3393963.738,131,1.464 653,863,350,779,460,344,746053.0935,3397446.981,150,1.214 1048,1654,836,1108,1271,842,746053.0935,3397446.981,219,1.545 1091,2414,1000,1214,2281,961,746053.0935,3397446.981,293,1.715 1567,2096,1882,1849,1769,861,746053.0935,3397446.981,298,0.98 636,2096,342,738,1722,640,746053.0935,3397446.981,232,1.588 819,1450,707,847,1101,562,746053.0935,3397446.981,59,0.885 1190,1255,1168,1275,1183,575,746053.0935,3397446.981,133,1.116 384,1571,149,515,1421,566,746053.0935,3397446.981,217,1.333 634,1151,424,651,901,319,746053.0935,3397446.981,300,2.221 661,2208,455,679,2194,1016,746053.0935,3397446.981,70,0.686 1520,1823,1165,1413,2002,1580,598205.5691,3350852.53,68,2.28 1869,1785,1771,1823,674,279,653642.3414,3336608.295,146,2.44 837,409,710,1008,348,252,682166.4651,3346482.965,219,1.79 1678,1261,1314,1544,540,253,682166.4651,3346482.965,49,1.679 1924,1419,1460,1808,907,795,682166.4651,3346482.965,126,1.858 1115,540,853,1130,278,151,682166.4651,3346482.965,221,1.166 1773,1838,1643,1745,1646,1326,605849.0652,3358563.356,68,2.24 1647,1580,1509,1615,886,428,634835.4877,3357918.497,85,2.076 1801,1575,1582,1719,543,224,634835.4877,3357918.497,127,1.728 1082,358,963,1197,166,63,657337.3704,3339743.589,229,2.392 1226,556,475,939,79,52,657337.3704,3339743.589,212,2.032 1982,1161,2099,2145,630,224,657337.3704,3339743.589,219,1.916 1721,978,1189,1543,662,565,629926.21,3367084.949,217,2.15 1754,1140,1539,1685,430,209,629926.21,3367084.949,127,1.728 997,243,594,1016,107,63,629926.21,3367084.949,240,2.886 1465,880,961,1257,192,74,629926.21,3367084.949,280,2.721 1205,474,748,1090,142,53,629926.21,3367084.949,217,2.438 1108,376,959,1188,169,57,644324.7995,3352472.953,229,2.236 1816,1164,1345,1657,866,691,644324.7995,3352472.953,148,1.59 1407,623,964,1264,202,94,644324.7995,3352472.953,216,2.209 1579,697,1500,1630,383,172,644324.7995,3352472.953,127,1.91 1182,523,710,1082,160,89,644324.7995,3352472.953,240,2.931 1457,980,941,1239,191,63,644324.7995,3352472.953,280,2.65 1529,1121,910,1264,331,230,644324.7995,3352472.953,72,2.144 2096,1622,1386,1791,1112,998,644324.7995,3352472.953,216,1.973 1525,922,995,1281,312,182,607768.6773,3364780.354,217,3.073 1507,649,1196,1428,250,115,607768.6773,3364780.354,127,2.064 1272,776,944,1159,625,361,607768.6773,3364780.354,217,2.775 1951,1715,1866,1978,1055,565,664138.3488,3321133.807,147,1.984 1963,1878,1167,1587,859,704,664138.3488,3321133.807,217,2.802 1960,1583,1790,1876,638,291,664138.3488,3321133.807,146,2.634 1161,438,675,1054,187,108,664138.3488,3321133.807,240,2.442 1454,717,915,1247,208,119,662318.4244,3328703.657,228,1.934 1829,1269,1249,1622,966,904,662318.4244,3328703.657,148,1.455 1419,587,1216,1434,269,134,662318.4244,3328703.657,216,2.124 2016,1274,2124,2165,710,278,662318.4244,3328703.657,219,1.898 1538,1065,898,1265,321,237,662318.4244,3328703.657,72,1.62 2142,1454,1432,1874,1065,915,662318.4244,3328703.657,216,1.709 741,232,739,971,143,53,623781.5015,3393405.018,217,1.992 1126,403,498,920,88,42,623781.5015,3393405.018,218,2.854 1736,951,1190,1598,695,607,623781.5015,3393405.018,220,3.549 1625,699,1190,1584,298,134,623781.5015,3393405.018,283,2.845 1501,802,1466,1547,325,134,623781.5015,3393405.018,222,2.374 1402,592,1213,1400,247,139,623781.5015,3393405.018,303,2.093 1609,1126,1425,1555,462,207,675360.0312,3317812.513,250,1.801 1675,1296,1428,1620,517,480,675360.0312,3317812.513,211,1.441 1374,836,819,1148,359,241,675360.0312,3317812.513,236,1.477 1324,1283,583,1008,212,68,675360.0312,3317812.513,80,1.675 1789,1631,1460,1626,414,262,675360.0312,3317812.513,71,1.444333 1207,897,1181,1228,598,311,675360.0312,3317812.513,223,1.746 1323,1315,542,978,168,41,675360.0312,3317812.513,68,1.645 1945,1589,1801,1967,415,403,675360.0312,3317812.513,226,1.163 1471,1234,834,1172,485,415,671311.3792,3319224.154,236,1.065 1924,1612,1135,1554,894,776,671311.3792,3319224.154,217,2.75 1440,762,1124,1321,459,366,671311.3792,3319224.154,295,1.585 1843,1616,1341,1600,870,715,671311.3792,3319224.154,126,1.478 1333,1151,550,1000,163,120,671311.3792,3319224.154,68,1.679 1240,1002,529,946,283,216,671311.3792,3319224.154,301,1.835 1332,647,831,1163,278,214,698016.3863,3310796.119,249,1.22 1144,750,1208,1419,1649,1541,698016.3863,3310796.119,211,1.148 1811,1119,1609,1776,862,662,698016.3863,3310796.119,131,1.184 1990,1691,1825,1961,1606,1114,698016.3863,3310796.119,219,1.026 1455,746,1153,1351,362,181,698016.3863,3310796.119,295,1.35 1405,864,972,1221,284,158,698016.3863,3310796.119,291,1.897 1459,952,1071,1309,353,179,698016.3863,3310796.119,49,1.459 1180,518,1001,1176,290,134,698016.3863,3310796.119,223,1.113 1289,1099,514,959,148,59,698016.3863,3310796.119,68,1.59 1321,1055,1012,1228,596,409,698016.3863,3310796.119,135,1.426 1878,1219,1922,2031,2542,1469,685044.3039,3316184.464,250,1.78 712,343,830,1036,236,197,685044.3039,3316184.464,211,1.207 1295,1061,524,958,96,29,685044.3039,3316184.464,68,1.66 1590,1544,2205,1924,929,626,671292.4058,3280197.298,224,1.311 1021,316,562,949,127,59,671292.4058,3280197.298,301,1.288 1287,931,1418,1539,272,460,654900.871,3268836.919,61,1.452 681,688,714,961,193,154,654900.871,3268836.919,228,1.653 964,685,1258,1326,665,270,649036.3884,3265708.502,132,1.55 207,39,492,669,20,119,649036.3884,3265708.502,137,1.202 710,371,967,1069,317,110,649036.3884,3265708.502,228,1.329 1240,1016,1241,1425,1030,481,649036.3884,3265708.502,137,0.99 699,184,630,904,132,65,649036.3884,3265708.502,301,1.096 1918,1974,2073,2023,1888,1202,655481.1992,3232097.529,75,1.088 1159,1123,968,1182,767,466,655481.1992,3232097.529,75,1.407 1161,1578,809,1041,1170,684,655481.1992,3232097.529,61,0.336 1247,1359,1350,1418,1392,665,655481.1992,3232097.529,306,2.088 785,1641,507,803,1493,748,655481.1992,3232097.529,131,1.294 665,1270,112,648,1108,569,673075.8424,3236376.035,140,2.663 1657,1349,1763,1783,835,398,673075.8424,3236376.035,76,0.863 967,437,636,992,336,133,673075.8424,3236376.035,218,0.923 3087,3154,3424,3858,5025,2614,673075.8424,3236376.035,238,1.34 1142,567,875,1138,823,293,673075.8424,3236376.035,310,1.479 1658,1359,1324,1521,794,406,673075.8424,3236376.035,62,0.197 768,277,638,948,419,182,673075.8424,3236376.035,241,1.13 1492,920,1365,1480,376,162,673075.8424,3236376.035,307,1.762 1614,2094,1469,1609,2389,1465,673075.8424,3236376.035,62,1.029 1537,1081,1373,1522,597,268,669254.115,3225152.033,140,2.638 1260,542,890,1173,186,65,669254.115,3225152.033,240,1.684 1037,323,423,865,71,18,669254.115,3225152.033,218,0.827 786,133,520,879,69,32,669254.115,3225152.033,241,1.084 2053,1981,2018,2106,1399,1093,669254.115,3225152.033,62,0.988 822,3083,721,1012,2499,836,667864.7833,3228935.065,240,1.67 1358,2500,1084,1327,2107,1282,667864.7833,3228935.065,72,1.209 1851,2393,2121,2045,2139,1081,667864.7833,3228935.065,148,0.205 1140,2072,508,956,2104,1537,667864.7833,3228935.065,75,1.401 1109,568,992,1227,382,191,642251.8886,3265277.176,69,1.357 1159,697,1378,1447,437,169,642251.8886,3265277.176,132,1.461 1068,2301,954,1207,761,440,642251.8886,3265277.176,228,1.53 1171,1069,996,1198,405,165,642251.8886,3265277.176,137,0.94 684,196,636,920,130,61,642251.8886,3265277.176,301,0.84 1388,869,1451,1579,743,358,660159.9967,3228004.008,140,1.215 1284,608,1017,1268,315,145,660159.9967,3228004.008,240,2.075 916,171,606,949,63,38,660159.9967,3228004.008,218,1.262 1250,607,1079,1283,408,209,660159.9967,3228004.008,75,1.413 724,132,678,942,65,36,660159.9967,3228004.008,238,1.095 1081,224,923,1223,87,54,660159.9967,3228004.008,309,1.783 871,1739,495,797,1502,769,644712.9658,3227354.648,292,2.422 858,925,563,883,849,483,644712.9658,3227354.648,217,1.471 1193,1358,875,1112,1354,879,644712.9658,3227354.648,61,0.277 982,970,597,854,704,381,644712.9658,3227354.648,63,0.999 1420,2648,1228,1469,2216,905,644712.9658,3227354.648,130,1.12 623,1911,343,667,1528,581,644712.9658,3227354.648,220,1.758 1388,705,1436,1600,427,225,687046.8918,3286049.808,61,1.4075 2022,1472,1426,1744,1046,977,687046.8918,3286049.808,131,1.644 1506,1012,1740,1684,496,169,687046.8918,3286049.808,228,0.916 1187,469,594,1002,104,48,687046.8918,3286049.808,301,1.467 819,752,748,835,691,606,745755.217,3271772.825,133,1.086 1286,729,1763,1793,407,198,745755.217,3271772.825,57,0.675 189,107,252,400,128,365,745755.217,3271772.825,215,0.592 434,266,705,687,196,157,685889.778,3168287.847,141,0.7924 683,152,830,1082,82,59,685889.778,3168287.847,291,2.257 762,380,1010,1125,265,165,685889.778,3168287.847,71,1.072 1371,1236,1211,1548,254,1065,685889.778,3168287.847,215,0.251 1025,578,1158,1388,471,248,685889.778,3168287.847,125,0.961 800,395,1068,1219,269,200,685889.778,3168287.847,300,2.22 909,339,906,1162,260,221,685889.778,3168287.847,215,0.3825 1242,445,622,1062,95,68,685889.778,3168287.847,298,1.359 619,430,110,847,183,386,685889.778,3168287.847,71,1.17 795,317,1065,1198,208,129,685889.778,3168287.847,124,0.591 739,340,825,1050,276,237,685889.778,3168287.847,218,0.135 1286,509,957,1257,198,100,685889.778,3168287.847,281,0.77 735,1770,546,889,1545,760,674781.9797,3243721.131,140,1.323 843,2013,763,957,2497,690,674781.9797,3243721.131,240,2.271 1472,1476,1603,1641,2067,1062,674781.9797,3243721.131,76,0.818 2769,3334,2383,2663,3254,2247,674781.9797,3243721.131,218,0.777 1107,1441,945,1099,1826,842,674781.9797,3243721.131,67,1.4605 2490,3299,1909,2113,1736,928,674781.9797,3243721.131,238,1.251 723,1160,487,787,1122,368,674781.9797,3243721.131,310,1.5 1091,1140,734,996,1556,711,674781.9797,3243721.131,62,0.228 858,1308,722,1031,1563,802,674781.9797,3243721.131,241,1.144 1474,1191,1436,1544,1183,643,674835.0224,3222463.573,140,2.052 1173,1147,819,1090,1070,450,674835.0224,3222463.573,240,1.541 1051,484,630,975,334,236,674835.0224,3222463.573,218,1.117 1038,509,904,1151,526,224,674835.0224,3222463.573,237,1.111 1477,1148,1038,1294,464,253,674835.0224,3222463.573,60,0.219 1422,829,809,1192,174,83,683094.5885,3221184.137,81,0.962 1504,1077,1516,1619,732,301,683094.5885,3221184.137,140,2.449 1680,888,1370,1596,289,146,683094.5885,3221184.137,289,1.326 1273,771,740,1072,219,112,683094.5885,3221184.137,132,0.769 969,401,854,1098,240,121,683094.5885,3221184.137,237,0.868 1565,799,1426,1621,262,124,683094.5885,3221184.137,311,1.393 842,154,430,840,53,16,683094.5885,3221184.137,241,1.042 507,65,599,886,39,32,670528.9595,3158817.469,228,0.588 963,202,880,1202,94,62,670528.9595,3158817.469,291,2.285 1218,646,1314,1461,378,227,670528.9595,3158817.469,71,1.142 1840,1289,1526,1946,1146,1029,670528.9595,3158817.469,215,1.044 1501,750,1536,1627,390,169,670528.9595,3158817.469,287,1.031 968,470,1082,1328,344,210,670528.9595,3158817.469,125,1.034 674,346,923,960,266,216,670528.9595,3158817.469,300,2.341 1285,742,1464,1610,523,307,670528.9595,3158817.469,127,0.93 627,304,748,971,255,218,670528.9595,3158817.469,218,0.056 1161,393,1266,1449,181,92,670528.9595,3158817.469,282,0.63 1351,1595,797,1111,748,497,634452.3503,3176485.716,72,3.685 1276,1422,747,1035,357,153,634452.3503,3176485.716,213,4.213 1428,790,809,1183,272,176,634452.3503,3176485.716,288,4.851 1118,1037,1231,1121,850,335,634452.3503,3176485.716,218,1.291 1413,1333,674,1110,345,190,634452.3503,3176485.716,297,2.803 2618,2840,1895,2191,1721,1166,634452.3503,3176485.716,220,2.92 3719,4197,4460,4646,6180,3812,634452.3503,3176485.716,285,3.29 1300,1803,1208,1357,1787,656,612410.1986,3105475.959,122,1.254 767,239,820,1045,159,92,612410.1986,3105475.959,217,0.976 997,1301,449,838,1528,405,612410.1986,3105475.959,216,1.207 867,995,454,818,1360,481,612410.1986,3105475.959,285,1.817 1470,1359,1249,1448,1852,1154,612410.1986,3105475.959,75,1.63 1242,1060,783,1142,1389,704,612410.1986,3105475.959,129,1.224 876,338,708,1009,336,271,612410.1986,3105475.959,70,1.169 1182,1677,1420,1486,2421,888,612410.1986,3105475.959,128,0.934 1639,1454,1469,1786,1368,1215,689752.8185,3195985.05,227,0.681 749,233,814,1024,120,61,689752.8185,3195985.05,225,0.72 1633,739,1219,1554,259,162,689752.8185,3195985.05,297,2.064 1211,747,1462,1560,576,406,689752.8185,3195985.05,138,0.779 1319,1219,581,1006,218,83,681434.4582,3317799.507,80,1.351 2624,2466,2483,2536,1503,1137,681434.4582,3317799.507,68,1.429 1849,1636,1509,1677,508,266,681434.4582,3317799.507,71,1.34675 1756,1438,1427,1618,630,308,681434.4582,3317799.507,49,1.494 1348,688,926,1224,173,84,679816.6576,3227719.478,288,1.477 1176,449,728,1076,169,94,679816.6576,3227719.478,63,1.412 1405,1358,1229,1377,869,367,679816.6576,3227719.478,137,0.98 940,481,731,934,309,198,679816.6576,3227719.478,243,1.673 1319,604,843,1211,171,80,679317.7097,3217919.604,81,0.944 1221,628,616,1035,196,107,679317.7097,3217919.604,132,0.726 805,438,693,973,139,56,679317.7097,3217919.604,237,1.08 1410,649,1215,1500,201,91,679317.7097,3217919.604,311,1.916 846,171,472,852,60,22,679317.7097,3217919.604,241,1.015 1157,471,728,1041,180,79,679317.7097,3217919.604,221,1.073 1389,585,993,1260,403,138,686562.237,3215184.932,81,1.043 1681,1114,1369,1552,821,253,686562.237,3215184.932,289,1.439 1630,1272,1400,1680,1534,822,686562.237,3215184.932,299,1.376 921,252,760,1024,172,96,686562.237,3215184.932,221,1.179 1616,1324,1488,1820,1299,1183,679651.421,3284608.944,143,0.915 1009,495,1172,1325,335,215,679651.421,3284608.944,133,0.815 1059,315,1098,1258,198,101,679651.421,3284608.944,231,1.294 1396,749,1458,1621,475,254,679651.421,3284608.944,61,1.4515 1984,1319,1418,1749,936,837,679651.421,3284608.944,131,1.622 264,8,529,734,11,130,679651.421,3284608.944,137,1.303 2103,1674,1197,1853,1801,1844,679651.421,3284608.944,136,1.196 1157,390,588,1004,96,47,679651.421,3284608.944,301,1.641 411,194,299,658,1036,309,667997.2447,3271830.237,236,0.742 1603,1338,1475,1768,1459,1233,667997.2447,3271830.237,143,0.663 565,302,626,890,285,173,667997.2447,3271830.237,133,0.367 4621,4656,3996,4268,2767,1809,667997.2447,3271830.237,232,1.347 1118,501,743,1030,243,124,667997.2447,3271830.237,69,1.225 1315,865,1410,1536,1049,525,667997.2447,3271830.237,61,1.485 1673,1481,1605,1882,1350,1106,667997.2447,3271830.237,131,1.278 814,590,1099,1198,1067,314,667997.2447,3271830.237,228,1.189 893,236,660,939,153,68,667997.2447,3271830.237,301,1.415 1351,615,908,1197,193,64,697054.2685,3273776.632,231,1.276 1802,1065,1447,1680,418,237,697054.2685,3273776.632,62,0.945 829,347,816,1099,365,313,697054.2685,3273776.632,138,0.964 303,86,447,683,74,137,697054.2685,3273776.632,225,0.981 1270,744,1601,1691,521,214,697054.2685,3273776.632,141,1.119 1287,692,607,1022,92,46,697054.2685,3273776.632,298,1.732 1410,1029,859,1204,283,118,697054.2685,3273776.632,137,1.172 2191,1389,2591,2623,764,374,726579.9688,3252178.716,327,1.566 1694,796,1564,1732,329,149,726579.9688,3252178.716,57,0.913 760,358,1028,1062,221,108,726579.9688,3252178.716,249,0.811 775,275,262,657,857,534,683724.48,3228668.76,239,0.496 1558,1191,1383,1636,1120,796,683724.48,3228668.76,209,0.774 1332,926,931,1218,501,276,683724.48,3228668.76,132,1.172 1101,712,542,932,375,248,683724.48,3228668.76,288,1.455 987,917,725,988,188,176,683724.48,3228668.76,132,1.038 1245,728,779,1094,296,187,683724.48,3228668.76,63,1.433 1478,1156,1253,1385,477,283,683724.48,3228668.76,307,1.721 1319,1252,903,1220,1772,1085,683724.48,3228668.76,137,0.989 1278,994,891,1231,379,252,683724.48,3228668.76,243,1.312 683,103,725,978,63,24,702458.2202,3244324.361,239,1.083 860,274,858,1118,143,77,702458.2202,3244324.361,139,0.788 1513,1054,1553,1724,993,1005,702458.2202,3244324.361,131,0.939 1000,232,900,1137,90,42,702458.2202,3244324.361,231,1.354 1888,1319,1230,1730,668,439,702458.2202,3244324.361,329,1.268 1425,928,1338,1528,866,703,702458.2202,3244324.361,224,1.054 1072,282,639,1052,105,65,702458.2202,3244324.361,63,1.39 657,143,687,970,68,56,702458.2202,3244324.361,138,0.978 469,257,467,652,555,509,702458.2202,3244324.361,225,0.747 1474,971,1660,1733,698,260,702458.2202,3244324.361,141,1.257 1306,706,590,1023,84,39,702458.2202,3244324.361,298,1.752 1154,533,897,1126,282,118,702458.2202,3244324.361,137,1.018 1370,575,1459,1561,314,141,702458.2202,3244324.361,249,1.475 977,345,957,1183,225,158,673724.7897,3214096.606,240,0.828 1243,490,930,1203,196,80,673724.7897,3214096.606,132,1.057 922,313,1004,1232,182,117,673724.7897,3214096.606,229,0.902 1317,392,998,1306,133,65,673724.7897,3214096.606,81,1.002 1626,662,1470,1686,275,138,673724.7897,3214096.606,289,1.46 1406,759,1253,1547,762,342,673724.7897,3214096.606,72,1.125 919,249,830,1106,132,81,673724.7897,3214096.606,132,0.886 878,248,763,1038,146,100,673724.7897,3214096.606,221,1.095 1111,396,964,1206,253,186,678702.6948,3207330.809,240,0.782 1809,1174,1555,1876,1021,812,678702.6948,3207330.809,209,1.126 1348,610,964,1267,248,107,678702.6948,3207330.809,132,0.979 878,279,976,1202,162,101,678702.6948,3207330.809,229,0.732 1176,405,1007,1253,207,116,678702.6948,3207330.809,71,1.392 617,209,843,1029,135,74,678702.6948,3207330.809,136,1.076 1280,485,786,1130,136,65,678702.6948,3207330.809,225,1.365 1692,935,1651,1803,660,458,678702.6948,3207330.809,138,0.779 991,287,775,1066,157,105,678702.6948,3207330.809,221,1.297 282,11,310,661,5,86,706505.5071,3198179.439,71,0.925 1748,816,1615,1790,318,127,706505.5071,3198179.439,57,1.041 926,220,650,969,247,148,673541.492,3228132.671,239,0.503 1480,932,1235,1443,588,245,673541.492,3228132.671,132,0.97 1471,1073,1431,1539,835,396,673541.492,3228132.671,140,1.069 1855,1408,1277,1549,621,325,673541.492,3228132.671,240,1.687 1949,1606,2325,2255,1262,549,673541.492,3228132.671,148,0.449 1021,327,645,966,61,49,673541.492,3228132.671,218,1.025 1749,1293,1529,1690,1025,520,673541.492,3228132.671,67,1.571 811,275,865,1056,197,107,673541.492,3228132.671,238,1.344 1155,419,844,1140,174,82,673541.492,3228132.671,310,2.447 1692,1529,1269,1505,591,327,673541.492,3228132.671,62,0.165 689,180,599,887,61,32,673541.492,3228132.671,241,1.093 1586,1225,1036,1331,351,220,673541.492,3228132.671,284,1.026 2618,2750,2562,2618,1975,1604,673541.492,3228132.671,62,1.052 1293,704,963,1241,334,137,694640.1601,3227895.54,132,1.082 1206,446,636,1055,134,67,694640.1601,3227895.54,63,1.321 1011,474,925,1177,365,285,694640.1601,3227895.54,229,1.689 1369,576,918,1239,282,277,694640.1601,3227895.54,298,1.484 1627,1267,848,1332,309,151,694640.1601,3227895.54,297,1.927 1784,1271,1695,1802,770,438,694640.1601,3227895.54,138,0.897 1355,587,1060,1368,402,275,694640.1601,3227895.54,259,1.062 4387,4307,3877,4078,3234,2963,694640.1601,3227895.54,296,1.484 962,231,402,840,34,15,698854.5608,3263515.331,238,0.844 1322,952,1203,1430,211,194,698854.5608,3263515.331,210,1.139 1605,775,1304,1535,389,216,698854.5608,3263515.331,133,0.996 2346,1857,1972,2205,1069,807,698854.5608,3263515.331,231,1.33 2309,1734,1797,2265,1705,1559,698854.5608,3263515.331,224,1.122 1798,973,1458,1692,399,220,698854.5608,3263515.331,62,0.985 922,182,710,1033,135,103,698854.5608,3263515.331,138,0.929 503,213,520,750,165,140,698854.5608,3263515.331,225,0.892 941,560,1094,1188,261,183,698854.5608,3263515.331,227,1.028 1298,674,623,1041,99,42,698854.5608,3263515.331,298,1.739 1549,894,1126,1446,475,220,698854.5608,3263515.331,137,0.913 656,118,683,857,67,55,701374.6094,3253888.123,239,1.202 658,276,859,1055,397,411,701374.6094,3253888.123,210,0.625 1620,1074,1581,1762,990,1005,701374.6094,3253888.123,131,1.022 1228,418,625,1061,104,50,701374.6094,3253888.123,63,1.41 790,129,670,980,59,36,701374.6094,3253888.123,138,0.973 401,176,446,610,156,134,701374.6094,3253888.123,225,0.883 1002,273,937,1190,242,133,701374.6094,3253888.123,227,0.344 1247,582,556,989,74,40,701374.6094,3253888.123,298,1.575 955,219,713,982,103,39,694551.6216,3233095.551,239,0.987 896,310,823,1095,167,77,694551.6216,3233095.551,139,0.784 1870,1246,1626,1822,967,914,694551.6216,3233095.551,131,0.936 1237,466,630,1061,132,75,694551.6216,3233095.551,63,1.349 1201,562,798,1230,315,266,694551.6216,3233095.551,138,1.067 858,443,861,1071,334,261,694551.6216,3233095.551,229,1.652 1314,867,573,1010,116,49,694551.6216,3233095.551,298,1.7945 1966,1196,1607,1825,452,285,694551.6216,3233095.551,296,1.5355 2054,2317,2544,2536,3122,1866,673430.2695,3269106.894,189,1.57 1520,808,1052,1410,591,482,673430.2695,3269106.894,251,1.11 843,1232,835,1109,657,329,673430.2695,3269106.894,116,0.882 1509,1241,1668,1677,756,313,673430.2695,3269106.894,137,0.646 1175,635,1199,1351,341,156,673430.2695,3269106.894,215,0.939 1093,1112,1170,1241,389,163,673430.2695,3269106.894,244,1.18 1599,1309,1741,1844,564,247,673430.2695,3269106.894,290,1.6 1731,1207,1660,1749,749,422,673430.2695,3269106.894,101,1.51 1637,1756,1678,1761,1015,752,673430.2695,3269106.894,149,0.714 1081,518,777,1060,483,220,673430.2695,3269106.894,229,1.39 1509,881,1512,1614,592,394,673430.2695,3269106.894,264,1.52 1667,1298,1574,1716,888,509,673430.2695,3269106.894,99,1.07 692,1030,675,891,472,241,673430.2695,3269106.894,141,0.623 544,916,417,725,431,219,673430.2695,3269106.894,183,1.49 725,917,735,925,371,194,673430.2695,3269106.894,213,1.09 994,613,933,1064,373,277,673430.2695,3269106.894,232,1.252 1239,751,1285,1423,353,137,673430.2695,3269106.894,284,1.75 1058,502,837,1079,271,168,673430.2695,3269106.894,289,1.88 1231,1172,1431,1472,645,296,673430.2695,3269106.894,160,1.02 640,364,664,928,310,214,673430.2695,3269106.894,203,1.55 1108,806,1261,1389,378,146,673430.2695,3269106.894,216,1.91 962,401,970,1183,254,139,673430.2695,3269106.894,244,1.91 1321,1068,1147,1353,446,211,673430.2695,3269106.894,286,2.02 1246,689,774,1100,297,140,673430.2695,3269106.894,69,1.188 1347,1171,1435,1539,710,400,673430.2695,3269106.894,61,1.493 854,893,1041,1136,457,251,673430.2695,3269106.894,137,1.114 1239,1340,1112,1311,754,340,673430.2695,3269106.894,137,1.02 742,198,611,908,125,45,673430.2695,3269106.894,301,1.25 6,0,34,58,2,67,757700.122,3255151.304,133,0.814 733,695,762,797,657,577,757700.122,3255151.304,133,1.145 13,9,205,172,9,129,716086.6747,3226483.616,239,0.65 58,3,104,127,1,40,716086.6747,3226483.616,228,0.513 1656,733,1553,1736,306,138,716086.6747,3226483.616,57,0.944 1191,987,1124,1357,878,783,694122.9933,3207214.215,209,1.151 309,5,282,608,0,35,694122.9933,3207214.215,226,1.148 1290,555,902,1201,188,95,694122.9933,3207214.215,132,1.01 650,199,799,1005,127,77,694122.9933,3207214.215,217,0.532 732,430,944,1016,423,300,694122.9933,3207214.215,299,1.371 751,237,848,1053,135,75,694122.9933,3207214.215,225,0.903 1660,820,1019,1456,240,153,694122.9933,3207214.215,297,2.079 1334,843,1614,1699,658,456,694122.9933,3207214.215,138,0.767 150,55,374,556,40,165,743442.8614,3221086.17,300,0.527 182,26,463,570,3,77,743442.8614,3221086.17,245,0.229 1313,463,990,1278,144,74,674281.2927,3209525.261,81,0.989 1592,629,1443,1664,259,130,674281.2927,3209525.261,289,1.608 1273,477,992,1262,223,128,674281.2927,3209525.261,71,1.254 987,279,827,1111,139,87,674281.2927,3209525.261,132,1.12 1019,306,782,1078,159,111,674281.2927,3209525.261,221,1.053 1324,707,932,1244,246,117,672276.8649,3208607.996,81,1.024 1623,989,1496,1671,636,266,672276.8649,3208607.996,289,1.233 1336,1182,961,1217,738,445,672276.8649,3208607.996,71,1.325 1181,661,784,1106,279,148,672276.8649,3208607.996,132,0.852 1414,605,1098,1342,226,110,667274.5513,3205285.346,81,1.119 1608,772,1494,1686,333,146,667274.5513,3205285.346,289,1.207 1229,710,861,1165,368,193,667274.5513,3205285.346,72,1.301 1086,754,701,1064,221,109,667274.5513,3205285.346,132,0.856 1289,607,1057,1305,364,179,667274.5513,3205285.346,225,1.176 1205,789,760,1082,218,103,667274.5513,3205285.346,221,1.228 1320,500,981,1267,148,68,673065.5558,3200225.57,81,1.264 1649,825,1486,1685,345,167,673065.5558,3200225.57,289,1.181 1344,738,989,1240,254,170,673065.5558,3200225.57,71,1.151 1431,557,947,1370,178,85,673065.5558,3200225.57,299,0.87 1743,1386,1686,1837,997,443,673065.5558,3200225.57,121,1.48 1464,812,969,1293,229,112,653325.3264,3224539.59,81,1.259 1527,909,1660,1802,419,195,653325.3264,3224539.59,289,1.762 1849,1497,1605,1864,1238,561,653325.3264,3224539.59,72,1.573 1109,428,862,1185,254,178,653325.3264,3224539.59,132,1.123 1567,1210,1548,1659,1174,1000,653325.3264,3224539.59,76,1.37 792,304,547,858,120,63,653325.3264,3224539.59,238,1.173 1574,690,1404,1627,290,139,653325.3264,3224539.59,311,1.674 1441,1193,882,1233,342,154,653325.3264,3224539.59,61,0.269 665,304,703,889,272,184,653325.3264,3224539.59,243,1.242 1629,1460,1055,1364,486,346,653325.3264,3224539.59,63,1.054 1399,834,1265,1443,424,172,653325.3264,3224539.59,222,1.442 2372,2016,2458,2490,2255,1541,648406.6436,3224718.728,239,3.478 1509,1061,984,1457,812,715,648406.6436,3224718.728,217,1.071 1394,1090,998,1249,379,191,648406.6436,3224718.728,61,0.291 1374,1501,1277,1476,1190,498,648406.6436,3224718.728,130,1.102 964,673,720,1024,537,340,648406.6436,3224718.728,220,1.718 1354,521,904,1242,164,80,665353.2242,3214793.717,81,1.114 1557,681,1556,1729,346,161,665353.2242,3214793.717,289,1.411 1310,819,1101,1353,538,265,665353.2242,3214793.717,72,1.257 1163,426,775,1103,161,83,665353.2242,3214793.717,132,1.016 990,395,1035,1249,251,139,665353.2242,3214793.717,136,1.24 818,217,732,1004,129,58,665353.2242,3214793.717,221,1.171 1436,637,994,1290,188,108,659122.6103,3227013.752,81,1.234 878,164,497,887,74,34,659122.6103,3227013.752,218,0.921 1271,718,1144,1336,463,254,659122.6103,3227013.752,75,1.422 636,111,631,896,49,30,659122.6103,3227013.752,238,1.082 1017,211,878,1192,105,43,659122.6103,3227013.752,309,1.862 981,444,944,1188,343,257,659122.6103,3227013.752,131,1.313 1279,1943,1208,1392,1819,862,650014.4339,3211933.353,240,3.627 861,1314,474,772,1434,721,650014.4339,3211933.353,291,2.303 908,917,608,933,1417,433,650014.4339,3211933.353,216,0.713 1425,1461,1153,1347,596,368,650014.4339,3211933.353,239,1.636 2018,2345,2081,2182,2506,1532,650014.4339,3211933.353,283,1.715 1004,1943,613,957,1597,809,650014.4339,3211933.353,132,1.387 2459,3025,2433,2562,2655,1841,650014.4339,3211933.353,223,1.218 963,225,619,953,170,51,662940.048,3224838.674,218,1.217 1360,810,1167,1412,588,314,662940.048,3224838.674,75,1.462 1359,648,925,1226,278,147,662778.0726,3214978.728,81,1.145 1481,977,1459,1615,446,207,662778.0726,3214978.728,289,1.742 1364,1349,1032,1314,603,300,662778.0726,3214978.728,72,1.225 1202,634,772,1110,333,171,662778.0726,3214978.728,132,1.024 3528,3849,3579,3812,3359,1365,662778.0726,3214978.728,226,0.062 1155,621,1240,1426,392,212,662778.0726,3214978.728,311,1.379 1132,661,1090,1275,442,238,662778.0726,3214978.728,60,0.233 851,841,908,1044,433,213,662778.0726,3214978.728,222,1.564 1593,843,1253,1505,315,148,644484.7449,3387419.124,89,2.361 1054,303,828,1122,137,63,644484.7449,3387419.124,217,1.909 3128,3008,2806,2949,2444,2273,644484.7449,3387419.124,139,2.478 1143,350,537,962,61,34,644484.7449,3387419.124,218,2.651 1369,494,1222,1411,266,110,644484.7449,3387419.124,296,1.576 1542,652,1409,1581,346,167,644484.7449,3387419.124,127,2.271 1556,758,1612,1698,403,194,644475.1531,3387418.995,218,2.796 1501,956,916,1334,559,520,644475.1531,3387418.995,283,2.721 1729,994,1277,1569,446,202,644475.1531,3387418.995,130,1.926 1046,345,887,1142,144,60,673111.9193,3332461.298,229,2.452 1353,855,644,1054,157,99,673111.9193,3332461.298,236,1.043 1323,586,1213,1423,299,177,673111.9193,3332461.298,216,1.98 1288,549,1246,1441,300,171,673111.9193,3332461.298,295,1.578 1942,1262,2010,2030,771,359,673111.9193,3332461.298,217,2.091 1222,432,682,1056,74,25,673111.9193,3332461.298,244,1.535 1230,1241,815,1063,1538,771,659611.8986,3215632.881,81,1.15 1427,1343,1401,1523,836,552,659611.8986,3215632.881,289,1.741 1503,1838,1194,1461,1088,703,659611.8986,3215632.881,72,1.224 972,1069,675,952,1453,669,659611.8986,3215632.881,132,0.933 3018,3536,2736,2903,2608,1150,659611.8986,3215632.881,226,0.044 1199,1606,1241,1352,1018,588,659611.8986,3215632.881,311,1.765 1331,1336,554,1003,539,384,659611.8986,3215632.881,60,0.246 2009,2001,1987,2028,1698,1490,659611.8986,3215632.881,62,1.082 1736,1829,1233,1577,1333,1123,659611.8986,3215632.881,223,1.163 929,1164,744,941,1166,702,643223.7775,3221914.136,292,2.716 1191,1313,785,1160,942,593,643223.7775,3221914.136,217,1.204 1179,1190,1011,1217,1064,733,643223.7775,3221914.136,76,1.947 683,1097,399,733,840,363,643223.7775,3221914.136,238,1.687 946,1229,655,939,1093,620,643223.7775,3221914.136,316,2.626 1190,1384,900,1114,1181,740,643223.7775,3221914.136,61,0.326 1046,1095,698,960,2093,1852,643223.7775,3221914.136,63,1.029 822,1706,605,869,1242,569,643223.7775,3221914.136,220,1.726 1847,1387,1661,1939,1236,876,659963.2468,3222579.034,209,1.215 1159,491,1021,1265,375,287,659963.2468,3222579.034,229,1.345 1406,673,944,1244,197,120,659963.2468,3222579.034,81,1.307 1590,721,1671,1808,371,172,659963.2468,3222579.034,289,1.498 1638,1208,1360,1614,925,706,659963.2468,3222579.034,72,1.243 1058,339,819,1106,199,141,659963.2468,3222579.034,132,0.886 1056,430,987,1225,294,200,659963.2468,3222579.034,136,1.375 629,355,810,855,405,164,659963.2468,3222579.034,226,0.202 1628,1275,1104,1390,366,217,659963.2468,3222579.034,63,1.123 1324,1279,1255,1381,864,596,659963.2468,3222579.034,222,1.495 1059,436,961,1220,251,151,665804.7051,3222662.052,229,0.973 955,391,521,901,9,14,665804.7051,3222662.052,218,0.707 1233,499,714,1087,187,69,665804.7051,3222662.052,310,1.497 1407,971,888,1187,181,65,665804.7051,3222662.052,299,1.251 1592,948,1279,1544,811,692,667362.0436,3210675.647,209,1.227 1115,454,770,1054,168,62,667362.0436,3210675.647,132,1.061 1172,452,982,1252,212,124,667362.0436,3210675.647,229,0.826 1376,506,965,1286,163,75,667362.0436,3210675.647,81,1.083 1638,694,1605,1794,329,158,667362.0436,3210675.647,289,1.311 1434,775,965,1257,260,155,667362.0436,3210675.647,71,1.271 962,276,805,1106,156,91,667362.0436,3210675.647,132,0.921 968,333,953,1198,196,92,667362.0436,3210675.647,136,1.262 2390,1724,1990,2333,975,727,667362.0436,3210675.647,283,1.086 1000,279,771,1077,140,92,667362.0436,3210675.647,221,1.121 1054,445,1023,1263,269,165,663251.7518,3220041.78,229,0.955 1304,471,905,1215,168,75,663251.7518,3220041.78,81,1.163 1530,695,1549,1716,477,176,663251.7518,3220041.78,289,1.489 873,242,753,1030,136,65,663251.7518,3220041.78,221,1.289 1450,797,1312,1532,501,327,669454.236,3217536.932,240,0.81 940,345,1011,1237,208,131,669454.236,3217536.932,229,0.965 1275,381,949,1265,144,70,669454.236,3217536.932,81,1.056 1692,727,1531,1747,314,165,669454.236,3217536.932,289,1.434 1350,651,1036,1337,352,164,669454.236,3217536.932,72,1.116 1165,374,772,1111,144,89,669454.236,3217536.932,132,0.756 873,224,723,1010,116,62,669454.236,3217536.932,221,1.142 1796,1090,1452,1799,919,761,674043.9593,3203932.852,209,1.112 1183,474,802,1110,167,76,674043.9593,3203932.852,132,1.233 895,297,944,1182,168,107,674043.9593,3203932.852,229,0.898 1263,344,1025,1308,133,66,674043.9593,3203932.852,81,0.993 1627,626,1534,1737,265,124,674043.9593,3203932.852,289,1.212 1277,456,1006,1277,211,128,674043.9593,3203932.852,71,1.16 1420,1100,1427,1620,1080,1036,674043.9593,3203932.852,227,0.817 1320,523,936,1219,185,91,674043.9593,3203932.852,225,1.356 1498,814,1573,1718,582,411,674043.9593,3203932.852,138,0.745 1011,292,790,1085,161,111,674043.9593,3203932.852,221,1.035 1301,521,875,1182,268,192,693890.6113,3316269.248,249,1.8 573,216,696,907,186,150,693890.6113,3316269.248,211,1.278 1341,1269,690,1048,184,73,693890.6113,3316269.248,80,1.24 1388,572,1240,1446,300,150,693890.6113,3316269.248,295,1.562 1819,1627,1475,1641,525,284,693890.6113,3316269.248,71,1.3535 1540,1001,1014,1319,317,189,693890.6113,3316269.248,291,1.856 1300,1061,512,963,98,36,693890.6113,3316269.248,68,1.71 1253,510,695,1138,179,66,666854.0879,3183679.246,293,2.658 1239,425,1025,1285,236,123,666854.0879,3183679.246,71,1.148 1491,811,1168,1527,700,599,666854.0879,3183679.246,217,0.776 1620,1003,1374,1560,415,163,666854.0879,3183679.246,287,1.457 2822,2576,2716,2860,1933,1804,666854.0879,3183679.246,77,1.231 1034,446,1124,1196,350,167,666854.0879,3183679.246,218,1.8841 1306,691,561,1026,90,43,666854.0879,3183679.246,298,1.39 1378,736,774,1139,192,78,666854.0879,3183679.246,285,0.889 1420,1136,835,1207,417,204,649004.6242,3174445.223,72,2.338 1434,1451,1383,1358,776,337,649004.6242,3174445.223,123,1.4952 1548,1211,919,1277,277,104,649004.6242,3174445.223,220,1.39 1351,717,631,1110,165,76,664526.8305,3172037.05,293,2.658 1213,418,1030,1292,198,119,664526.8305,3172037.05,71,1.308 1372,798,1230,1541,713,628,664526.8305,3172037.05,217,1.257 1797,1358,1584,1741,525,230,664526.8305,3172037.05,287,1.543 1571,771,1427,1578,317,131,664526.8305,3172037.05,217,1.1014 1636,1082,758,1306,222,121,664526.8305,3172037.05,297,1.549 786,383,875,1122,317,258,664526.8305,3172037.05,218,0.406 843,211,855,1094,200,89,680332.4167,3177759.38,226,0.602 1000,357,1054,1309,327,251,680332.4167,3177759.38,293,2.595 1154,400,1005,1247,184,103,680332.4167,3177759.38,71,1.081 1122,697,1062,1395,658,652,680332.4167,3177759.38,217,0.488 1624,875,1658,1727,499,227,680332.4167,3177759.38,287,1.031 1641,1081,1687,1855,1097,1045,680332.4167,3177759.38,77,1.271 1281,395,1148,1435,216,157,680332.4167,3177759.38,300,1.479 1036,464,1249,1375,261,131,680332.4167,3177759.38,218,1.3783 1278,599,582,1023,90,56,680332.4167,3177759.38,298,1.3 774,318,843,1062,268,219,680332.4167,3177759.38,218,0.325 1428,853,864,1217,227,97,680332.4167,3177759.38,281,1.22 709,166,871,1120,86,56,686023.7517,3162933.969,291,1.624 1021,726,1310,1342,593,333,686023.7517,3162933.969,71,1.064 1008,641,1137,1338,511,277,686023.7517,3162933.969,125,0.899 891,343,917,1157,260,220,686023.7517,3162933.969,215,0.7098 1210,394,661,1070,111,69,686023.7517,3162933.969,298,1.759 1424,1029,1550,1788,1061,458,686023.7517,3162933.969,130,0.583 667,326,780,994,260,215,686023.7517,3162933.969,218,0.09 1401,734,918,1248,211,108,686023.7517,3162933.969,281,1.27 1062,642,1138,1332,487,425,686166.9022,3157613.537,215,1.113 1215,435,639,1056,135,73,686166.9022,3157613.537,298,1.559 942,564,1040,1204,495,229,686166.9022,3157613.537,130,0.542 1232,667,1124,1301,259,139,686166.9022,3157613.537,281,1.28 1238,369,812,1146,123,67,655316.4743,3169638.04,292,1.976 1304,626,880,1218,293,150,655316.4743,3169638.04,72,1.876 1228,427,610,1037,125,98,655316.4743,3169638.04,288,1.994 7307,4191,7179,7808,8596,4352,655316.4743,3169638.04,218,3.9339 1044,350,733,1012,129,50,655316.4743,3169638.04,219,0.303 1380,897,687,1087,149,79,655316.4743,3169638.04,285,1.7 1904,1132,1313,1721,844,736,671731.7926,3343630.391,222,1.577 1569,952,1335,1489,277,102,671731.7926,3343630.391,237,1.588 962,304,786,1084,191,156,671731.7926,3343630.391,219,1.872 1456,657,1308,1477,334,195,671731.7926,3343630.391,295,1.405 1874,1147,1445,1806,966,895,671731.7926,3343630.391,126,1.969 1868,1073,2223,2207,606,219,671731.7926,3343630.391,217,2.08 1396,687,875,1198,143,58,671731.7926,3343630.391,280,2.447 1169,347,977,1249,163,71,669955.384,3190754.188,293,2.833 1236,435,994,1267,211,128,669955.384,3190754.188,71,1.162 1472,836,1168,1537,717,631,669955.384,3190754.188,217,0.676 1613,1048,1352,1536,391,145,669955.384,3190754.188,287,1.382 1358,590,1441,1587,332,157,669955.384,3190754.188,218,2.0166 1294,688,554,1005,81,44,669955.384,3190754.188,298,1.396 344,10,264,609,76,31,669955.384,3190754.188,219,0.375 1377,759,1216,1522,633,526,678937.1425,3192175.611,222,0.571 881,216,937,1164,121,66,678937.1425,3192175.611,293,2.672 1201,448,910,1252,233,127,678937.1425,3192175.611,72,1.232 1339,760,1221,1439,518,313,678937.1425,3192175.611,225,1.278 1691,1146,1048,1446,254,146,678937.1425,3192175.611,297,1.914 1535,943,1644,1767,750,506,678937.1425,3192175.611,138,0.612 441,322,595,582,271,136,722640.1815,3179444.766,148,0.7448 254,1,464,690,13,181,722640.1815,3179444.766,227,0.518 574,261,835,990,196,165,693902.9989,3187736.332,231,0.541 596,121,694,911,61,43,693902.9989,3187736.332,226,0.6328 334,22,222,612,17,102,693902.9989,3187736.332,217,0.2212 763,407,1009,1164,296,165,693902.9989,3187736.332,72,1.116 1466,1390,1361,1570,1328,1187,693902.9989,3187736.332,227,0.395 1604,698,1129,1485,233,144,693902.9989,3187736.332,297,1.965 1151,691,1420,1512,528,377,693902.9989,3187736.332,138,0.738 1298,512,866,1197,169,90,655436.1176,3165049.519,292,1.919 1378,869,907,1245,347,189,655436.1176,3165049.519,72,1.716 1406,971,563,1055,172,125,655436.1176,3165049.519,288,1.777 899,311,954,1167,179,108,675901.8597,3147220.888,290,2.296 503,81,634,876,41,13,675901.8597,3147220.888,216,0.313 1157,537,1522,1605,274,144,675901.8597,3147220.888,285,1.035 1031,461,1403,1487,261,113,675901.8597,3147220.888,217,0.753 512,102,637,876,57,40,675901.8597,3147220.888,70,1.2 1159,441,1215,1449,351,201,675901.8597,3147220.888,130,0.535 1322,657,1462,1606,327,282,675901.8597,3147220.888,282,0.447 1305,485,1155,1355,411,306,664763.6151,3162859.726,293,2.735 942,380,975,1144,235,141,664763.6151,3162859.726,71,1.386 1479,824,1208,1544,705,616,664763.6151,3162859.726,217,0.919 1661,1175,1326,1550,400,169,664763.6151,3162859.726,287,1.657 1332,541,1373,1519,264,110,664763.6151,3162859.726,217,1.5594 1613,926,708,1298,217,125,664763.6151,3162859.726,297,1.307 614,349,782,948,286,243,664763.6151,3162859.726,218,0.098 1426,829,965,1245,408,217,702665.9821,3319199.518,249,1.406 1164,1053,570,960,993,250,702665.9821,3319199.518,225,1.044 1544,1044,1062,1439,758,623,702665.9821,3319199.518,207,1.184 1247,1290,584,953,1161,556,702665.9821,3319199.518,80,1.136 1793,1728,1539,1678,1258,689,702665.9821,3319199.518,71,1.371333 1445,2002,1052,1365,2376,705,702665.9821,3319199.518,125,1.517 1459,1013,961,1255,532,187,702665.9821,3319199.518,291,1.734 1718,1610,1416,1616,830,412,702665.9821,3319199.518,49,1.274 1203,1154,513,882,325,143,702665.9821,3319199.518,68,1.546 838,168,876,1153,80,53,675486.7737,3163847.022,291,2.292 1225,806,1497,1595,711,423,675486.7737,3163847.022,71,1.095 1592,1303,1472,1857,1218,1106,675486.7737,3163847.022,215,0.938 1970,1289,1986,2026,81,237,675486.7737,3163847.022,287,1.135 946,486,1077,1304,379,212,675486.7737,3163847.022,125,0.942 1024,574,1380,1442,455,288,675486.7737,3163847.022,218,1.2582 1605,768,902,1384,209,141,675486.7737,3163847.022,297,1.292 526,184,840,990,99,58,675486.7737,3163847.022,72,1.282 645,294,748,984,234,199,675486.7737,3163847.022,218,0.09 1368,605,954,1280,233,107,675486.7737,3163847.022,281,1.19 619,174,851,1045,187,94,684493.2654,3151299.792,291,2.566 1102,546,1079,1215,359,210,684493.2654,3151299.792,71,1.053 1950,1228,1234,1796,1052,1191,684493.2654,3151299.792,215,0.726 954,391,1040,1178,218,117,684493.2654,3151299.792,286,0.812 657,314,701,875,259,203,684493.2654,3151299.792,216,0.484 866,470,1035,1208,423,248,684493.2654,3151299.792,216,0.6096 1198,409,659,1059,112,79,684493.2654,3151299.792,298,1.164 1060,625,1321,1436,555,298,684493.2654,3151299.792,71,1.137 1538,854,1228,1462,267,161,684493.2654,3151299.792,282,1.12 557,168,842,998,121,99,693135.7564,3148943.343,227,0.5488 559,225,842,967,203,118,693135.7564,3148943.343,216,0.6815 497,368,658,699,328,316,693135.7564,3148943.343,284,0.712 951,614,1293,1391,570,369,693135.7564,3148943.343,71,0.928 1199,395,1198,1393,189,111,693135.7564,3148943.343,282,0.464 1008,395,1013,1151,190,113,687282.8301,3145333.687,286,0.806 870,434,1109,1272,446,340,687282.8301,3145333.687,216,0.5339 1115,756,1304,1455,540,336,687282.8301,3145333.687,130,0.544 1466,682,1193,1425,228,129,687282.8301,3145333.687,282,1.06 1328,1400,798,1112,740,534,642507.5504,3175650.115,72,2.887 1387,1361,884,1168,406,231,642507.5504,3175650.115,213,2.916 1316,1255,769,1115,357,206,642507.5504,3175650.115,288,3.414 1449,1595,1695,1609,1630,671,642507.5504,3175650.115,218,1.002 1247,1363,519,962,485,254,642507.5504,3175650.115,297,1.811 1399,1412,1262,1291,802,534,642507.5504,3175650.115,285,3.31 1252,395,854,1177,140,65,655177.391,3174215.241,292,2.134 1333,724,807,1190,306,154,655177.391,3174215.241,72,1.957 1208,367,654,1064,135,99,655177.391,3174215.241,288,1.502 1900,1247,1685,1885,1081,1056,655177.391,3174215.241,218,1.459 886,251,728,1014,127,49,655177.391,3174215.241,219,0.898 1386,899,728,1085,164,79,655177.391,3174215.241,285,1.21 80,8,204,370,4,116,718753.2614,3160881.668,217,0.2464 1058,1070,993,1180,1029,917,718753.2614,3160881.668,215,0.294 123,9,481,530,26,147,718753.2614,3160881.668,300,1.042 21,4,86,175,2,260,718753.2614,3160881.668,215,0.4583 505,332,802,877,277,248,718753.2614,3160881.668,72,1.219 908,168,543,949,58,41,664633.3326,3167947.157,228,0.742 2012,1431,1360,1775,1069,947,664633.3326,3167947.157,218,0.4536 2245,1201,2042,2263,504,207,664633.3326,3167947.157,311,1.3944 1329,526,801,1195,165,85,664633.3326,3167947.157,293,2.644 1277,449,1054,1310,206,114,664633.3326,3167947.157,71,1.19 1529,839,1221,1549,705,618,664633.3326,3167947.157,217,1.026 1539,731,1357,1526,278,107,664633.3326,3167947.157,217,1.245 1638,987,791,1329,220,121,664633.3326,3167947.157,297,1.326 841,378,880,1141,301,249,664633.3326,3167947.157,218,0.234 1619,969,1252,1605,816,703,685962.0612,3347589.386,222,1.668 1100,515,991,1272,392,297,685962.0612,3347589.386,150,1.508 1312,490,1069,1288,172,71,685962.0612,3347589.386,237,1.395 1765,1244,1328,1572,483,356,685962.0612,3347589.386,86,1.468 735,296,752,1021,229,203,685962.0612,3347589.386,219,1.859 1238,407,1140,1411,472,389,685962.0612,3347589.386,297,1.469 1623,937,1429,1625,581,289,685962.0612,3347589.386,49,1.72 1616,1017,1436,1753,942,845,685962.0612,3347589.386,126,1.67 1302,519,1231,1399,267,144,685962.0612,3347589.386,223,1.414 901,301,968,1162,171,95,685962.0612,3347589.386,221,1.18 519,179,827,964,126,102,695706.7875,3162880.968,227,0.5768 1013,869,1103,1231,738,612,695706.7875,3162880.968,216,0.266 1174,391,1224,1438,195,117,695706.7875,3162880.968,309,1.2852 685,279,1071,1179,252,192,695706.7875,3162880.968,300,1.429 624,323,813,993,267,230,695706.7875,3162880.968,215,1.0304 1259,542,669,1062,103,70,695706.7875,3162880.968,298,0.859 525,287,844,951,238,207,695706.7875,3162880.968,72,1.066 980,777,1176,1280,762,733,695706.7875,3162880.968,223,0.046 1331,548,1010,1286,212,112,695706.7875,3162880.968,281,0.508 1074,1040,517,916,950,270,657968.2739,3150670.02,214,0.694 1558,741,1121,1430,351,131,657968.2739,3150670.02,309,1.9068 1334,607,957,1227,262,126,657968.2739,3150670.02,290,2.77 1123,915,715,1041,434,146,657968.2739,3150670.02,214,0.857 1318,494,888,1204,170,103,657968.2739,3150670.02,298,2.472 4716,4724,4852,4753,3209,2741,657968.2739,3150670.02,125,1.322 1518,1587,1431,1562,917,324,657968.2739,3150670.02,219,1.5261 513,664,202,525,451,139,657968.2739,3150670.02,215,0.44 981,335,968,1188,191,109,667616.8876,3149472.927,290,2.587 1131,630,1398,1470,647,298,667616.8876,3149472.927,124,0.8568 900,197,653,976,72,26,667616.8876,3149472.927,216,0.388 1711,904,1551,1716,559,358,667616.8876,3149472.927,75,1.336 1432,741,955,1260,264,158,667616.8876,3149472.927,74,1.266 792,165,678,996,88,72,667616.8876,3149472.927,70,1.123 1670,1421,1579,1926,1429,1280,667616.8876,3149472.927,216,0.171 1327,880,1382,1492,694,386,660500.4999,3156092.696,71,1.666 2056,1354,1495,1941,1152,1039,660500.4999,3156092.696,215,1.101 1475,981,1326,1507,440,165,660500.4999,3156092.696,287,2.218 1743,991,1636,1888,498,360,660500.4999,3156092.696,300,2.15 1594,1016,796,1307,242,117,660500.4999,3156092.696,297,1.398 1122,412,985,1273,281,218,660500.4999,3156092.696,72,1.074 652,395,780,960,341,268,660500.4999,3156092.696,218,0.193 1571,815,1185,1506,271,111,660500.4999,3156092.696,282,0.857 1041,403,986,1208,217,113,666196.6717,3142467.673,290,2.672 1004,371,680,1006,142,69,666196.6717,3142467.673,214,0.869 1433,837,1494,1644,338,171,666196.6717,3142467.673,285,1.844 1199,385,970,1260,247,185,666196.6717,3142467.673,298,2.845 1316,646,1522,1612,352,136,666196.6717,3142467.673,217,1.5323 846,172,660,998,98,69,666196.6717,3142467.673,70,1.081 1825,1536,1641,2012,1412,1254,666196.6717,3142467.673,216,0.224 508,284,914,900,364,290,706121.9202,3133293.537,299,1.228 772,920,856,849,911,702,575124.6212,3096406.265,293,6.136 1376,1191,1037,1282,652,373,575124.6212,3096406.265,68,3.97 875,2339,487,856,1343,465,575124.6212,3096406.265,214,4.333 1289,1731,876,1156,928,519,575124.6212,3096406.265,287,4.72 2090,2112,2009,2116,1446,652,575124.6212,3096406.265,215,7.82 1252,1871,1235,1406,2087,1355,575124.6212,3096406.265,283,2.926 1411,674,1138,1473,556,498,674451.7621,3141877.11,225,0.7168 941,613,1292,1343,848,644,674451.7621,3141877.11,124,0.8204 596,131,816,1010,65,37,674451.7621,3141877.11,214,0.726 949,277,968,1198,209,167,674451.7621,3141877.11,298,1.826 1424,678,916,1237,194,111,674451.7621,3141877.11,74,1.186 1043,486,1427,1500,276,128,674451.7621,3141877.11,217,0.6432 448,7,391,760,1,43,674451.7621,3141877.11,70,1.023 1603,1379,1571,1768,1131,1027,674451.7621,3141877.11,216,0.172 1053,379,1248,1410,192,109,674451.7621,3141877.11,282,1.04 1177,445,662,1044,112,58,655569.9205,3125903.465,214,0.957 811,250,783,1044,148,86,655569.9205,3125903.465,129,1.207 1378,703,1280,1500,377,196,655569.9205,3125903.465,71,1.053 1364,982,1331,1480,1198,617,618444.2537,3131505.58,218,1.821 1695,1426,1605,1718,1029,421,618444.2537,3131505.58,127,1.518 1231,480,860,1193,302,240,618444.2537,3131505.58,217,1.712 1382,765,933,1213,208,109,618444.2537,3131505.58,288,1.44 1662,1652,1568,1680,1383,637,618444.2537,3131505.58,130,1.649 1359,864,860,1160,221,102,618444.2537,3131505.58,285,1.29 704,1110,138,659,510,238,661046.4452,3134014.474,290,2.622 483,2394,455,705,851,308,661046.4452,3134014.474,214,0.807 558,916,385,747,279,242,661046.4452,3134014.474,285,2.226 925,646,840,982,308,175,661046.4452,3134014.474,298,2.73 992,274,416,886,796,411,661046.4452,3134014.474,70,1.023 1098,1382,730,1047,1438,797,618475.5048,3139165.596,72,1.859 1839,2344,2005,2051,2268,1076,618475.5048,3139165.596,127,1.655 833,1279,492,834,807,371,618475.5048,3139165.596,217,1.991 1038,1238,725,991,664,301,618475.5048,3139165.596,288,1.643 2549,2514,2482,2469,1667,935,618475.5048,3139165.596,79,1.874 1289,1987,1249,1369,1864,775,618475.5048,3139165.596,130,1.795 1525,1908,1438,1576,1685,984,618475.5048,3139165.596,73,1.857 1090,1643,785,1061,1383,666,618475.5048,3139165.596,285,1.54 1373,1604,1407,1439,1720,769,618790.0819,3135178.155,294,1.779 1102,975,736,1076,1550,808,618790.0819,3135178.155,72,1.795 724,1835,418,701,2281,664,618790.0819,3135178.155,217,1.935 1128,969,673,1000,1245,509,618790.0819,3135178.155,288,1.63 2111,1959,2155,2149,1680,893,618790.0819,3135178.155,79,1.756 1347,1907,1325,1427,1693,828,618790.0819,3135178.155,130,1.529 1177,1097,762,1051,1939,630,618790.0819,3135178.155,285,1.4 1219,693,1123,1372,585,458,663518.6852,3129059.134,150,0.9212 1711,1062,1219,1511,511,438,663518.6852,3129059.134,225,0.8988 1256,494,1137,1329,257,144,663518.6852,3129059.134,290,2.461 1078,505,910,1162,354,147,663518.6852,3129059.134,214,0.676 1678,795,1537,1726,351,166,663518.6852,3129059.134,285,1.812 1576,911,1212,1464,477,513,663518.6852,3129059.134,298,2.601 1490,817,902,1257,206,115,663518.6852,3129059.134,74,1.236 1465,807,1377,1645,639,461,663518.6852,3129059.134,283,0.877 1000,219,619,989,76,48,663518.6852,3129059.134,70,0.984 1498,1275,1427,1725,1343,1213,663518.6852,3129059.134,216,0.098 857,865,861,897,835,760,777819.3147,3272474.034,133,1.052 1363,849,1959,1890,18,200,777819.3147,3272474.034,57,0.517 546,509,625,643,472,429,777819.3147,3272474.034,215,0.801 1319,618,1104,1421,502,442,667754.5541,3124528.106,225,0.7336 1352,971,1315,1566,691,567,667754.5541,3124528.106,216,0.5488 1426,483,1114,1414,173,110,667754.5541,3124528.106,309,1.2852 1161,463,1156,1329,263,148,667754.5541,3124528.106,290,2.509 795,353,1001,1163,222,150,667754.5541,3124528.106,214,0.694 2701,2240,2410,2682,2213,1764,667754.5541,3124528.106,75,1.1045 1188,345,915,1203,160,114,667754.5541,3124528.106,298,2.526 248,192,337,380,174,120,684776.7253,3131278.264,247,0.567 561,138,801,1005,75,69,684776.7253,3131278.264,291,1.956 1013,580,1142,1343,427,484,684776.7253,3131278.264,298,1.086 1121,403,988,1199,223,142,684776.7253,3131278.264,74,0.974 584,228,827,979,167,106,684776.7253,3131278.264,216,0.9234 51,1,197,339,27,180,684776.7253,3131278.264,283,0.361 861,333,1189,1296,176,110,684776.7253,3131278.264,282,0.641 1683,914,1639,1737,468,223,637412.1543,3110991.267,290,2.362 1243,582,747,1065,158,113,637412.1543,3110991.267,213,0.869 1682,820,1537,1702,392,192,637412.1543,3110991.267,285,1.663 1378,957,1374,1605,966,736,637412.1543,3110991.267,214,0.694 1371,723,1203,1357,461,171,637412.1543,3110991.267,217,0.536 1358,713,656,1083,158,95,637412.1543,3110991.267,298,1.052 1760,984,1535,1729,615,485,637412.1543,3110991.267,72,1.055 723,276,826,1046,198,154,637412.1543,3110991.267,218,0.309 1620,940,1370,1551,358,200,637412.1543,3110991.267,282,1.25 838,168,858,1145,72,58,675364.9124,3168712.993,291,2.426 1163,396,1059,1289,201,101,675364.9124,3168712.993,71,1.075 1109,744,1099,1408,681,593,675364.9124,3168712.993,217,0.488 1485,746,1593,1660,413,181,675364.9124,3168712.993,287,1.055 1357,810,1608,1707,608,423,675364.9124,3168712.993,77,1.139 1007,351,1135,1340,305,202,675364.9124,3168712.993,300,1.531 1658,1080,830,1336,225,143,675364.9124,3168712.993,297,1.348 566,230,857,1023,145,109,675364.9124,3168712.993,72,1.287 696,314,797,1003,264,224,675364.9124,3168712.993,218,0.183 1463,962,888,1246,218,99,675364.9124,3168712.993,281,1.19 650,441,719,943,410,357,674325.2379,3113723.547,217,0.288 416,270,642,752,241,209,674325.2379,3113723.547,288,0.514 731,223,878,1087,158,109,674325.2379,3113723.547,298,1.693 723,135,816,1089,59,54,655638.4694,3105582.912,291,2.063 775,475,927,1177,417,368,655638.4694,3105582.912,217,0.826 661,269,794,1024,219,199,655638.4694,3105582.912,288,0.503 687,183,721,967,101,66,655638.4694,3105582.912,129,0.86 1258,347,814,1281,116,67,655638.4694,3105582.912,299,1.222 825,291,932,1174,200,118,655638.4694,3105582.912,130,0.43 1357,612,1412,1537,348,163,644970.9119,3111823.331,290,2.341 1131,389,622,995,98,81,644970.9119,3111823.331,213,0.907 1092,421,782,1099,261,204,644970.9119,3111823.331,216,0.451 1513,1031,1755,1834,795,593,644970.9119,3111823.331,127,0.941 1350,749,626,1067,128,83,644970.9119,3111823.331,298,1.006 797,274,1018,1194,185,104,644970.9119,3111823.331,124,0.692 552,118,775,942,60,33,644970.9119,3111823.331,217,0.044 1556,629,1443,1635,294,174,644970.9119,3111823.331,282,0.675 1312,535,931,1274,372,281,614702.6908,3128808.46,217,1.631 1261,521,809,1129,165,71,614702.6908,3128808.46,288,1.231 1705,1743,1622,1737,1061,514,614702.6908,3128808.46,130,1.19 1337,720,755,1119,204,98,614702.6908,3128808.46,285,1.23 830,172,872,1115,207,97,631738.2638,3103167.79,228,0.6888 1442,660,1449,1553,351,160,631738.2638,3103167.79,290,2.362 1257,697,657,1025,167,119,631738.2638,3103167.79,213,0.957 1508,669,1652,1778,325,172,631738.2638,3103167.79,285,1.531 1580,945,1173,1457,358,185,631738.2638,3103167.79,75,1.21 1230,542,753,1089,263,217,631738.2638,3103167.79,216,0.44 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1215,424,851,1153,163,109,609572.1287,3113663.052,288,1.216 1349,463,1231,1471,317,145,609572.1287,3113663.052,300,2.127 1148,416,748,1056,154,101,609572.1287,3113663.052,129,1.338 1319,634,1162,1351,438,186,609572.1287,3113663.052,73,1.7169 1051,677,1143,1364,608,428,617520.7936,3101723.066,222,0.398 608,183,783,991,113,46,617520.7936,3101723.066,217,1.225 1062,461,1194,1317,280,119,617520.7936,3101723.066,290,2.334 1022,302,629,977,104,31,617520.7936,3101723.066,216,1.013 1575,722,1573,1727,323,178,617520.7936,3101723.066,285,1.91 1474,857,1106,1371,320,147,617520.7936,3101723.066,75,1.6635 688,331,742,993,308,208,617520.7936,3101723.066,216,1.806 785,232,709,983,156,78,617520.7936,3101723.066,129,1.184 1278,529,650,1063,136,78,617520.7936,3101723.066,298,0.782 639,95,635,929,52,19,617520.7936,3101723.066,70,1.1055 977,527,991,1232,481,237,608765.3042,3109465.841,217,0.532 1661,894,1271,1503,220,136,608765.3042,3109465.841,309,1.7332 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1508,913,1430,1575,389,143,604971.3864,3110562.501,218,1.982 913,206,660,978,88,44,604971.3864,3110562.501,218,1.132 1678,1182,1490,1660,531,221,604971.3864,3110562.501,287,1.042 1062,490,997,1238,285,135,604971.3864,3110562.501,299,0.794 1835,1209,2124,2077,644,407,604971.3864,3110562.501,128,1.104 1466,897,1336,1539,605,338,608807.9888,3105852.795,122,1.316 1125,718,1200,1407,647,548,608807.9888,3105852.795,219,1.524 943,275,826,1059,121,55,608807.9888,3105852.795,216,1.151 1483,668,1557,1689,336,173,608807.9888,3105852.795,285,1.898 1508,813,1230,1460,356,170,608807.9888,3105852.795,75,1.4395 952,463,857,1123,379,293,608807.9888,3105852.795,216,2.01 1078,347,1175,1406,301,212,608807.9888,3105852.795,300,1.978 934,290,755,1052,156,97,608807.9888,3105852.795,129,1.282 1855,1162,1664,1963,1340,1368,608807.9888,3105852.795,284,1.039 1172,782,1709,1640,625,383,608807.9888,3105852.795,128,0.854 1591,1180,1480,1814,1133,1035,608807.9888,3105852.795,216,0.753 1483,885,1335,1536,568,325,602607.167,3105465.527,122,1.361 1157,746,888,1170,226,96,602607.167,3105465.527,293,2.32 1114,422,892,1202,313,252,602607.167,3105465.527,217,1.138 1521,863,1351,1544,402,156,602607.167,3105465.527,287,1.298 1388,533,986,1351,184,83,602607.167,3105465.527,300,2.3 1788,1728,1890,1889,1517,757,613065.1346,3133814.105,127,1.523 1335,585,929,1248,324,225,613065.1346,3133814.105,217,1.768 1291,559,860,1172,155,74,613065.1346,3133814.105,288,1.507 1652,1831,1503,1642,1479,653,613065.1346,3133814.105,130,1.128 1130,1287,851,1110,1164,677,613065.1346,3133814.105,73,2.2403 1486,1139,1040,1309,371,134,613065.1346,3133814.105,284,2.02 1619,1604,1362,1564,1236,634,609558.0389,3130123.25,123,1.417 1427,1724,1489,1610,1713,1081,609558.0389,3130123.25,218,2.083 1129,833,863,1143,428,273,609558.0389,3130123.25,217,1.557 1008,1013,702,944,631,208,609558.0389,3130123.25,288,1.34 1366,1527,1410,1385,886,478,609558.0389,3130123.25,218,0.885 1356,1708,1011,1248,1575,920,609558.0389,3130123.25,73,1.9504 1160,1118,801,1079,534,166,609558.0389,3130123.25,284,1.76 1632,1328,837,1312,323,158,605851.4534,3114394.283,68,1.596 960,230,513,938,83,31,605851.4534,3114394.283,218,1.307 1298,489,748,1139,153,81,605851.4534,3114394.283,288,1.237 1202,774,948,1273,320,143,605851.4534,3114394.283,299,0.807 1748,1362,1968,1981,840,310,611544.276,3121318.475,165,2.2792 1568,865,1115,1416,248,117,611544.276,3121318.475,309,1.6211 1268,822,1476,1589,625,265,611544.276,3121318.475,218,1.753 865,307,973,1175,235,155,611544.276,3121318.475,292,1.469 1238,498,889,1224,357,275,611544.276,3121318.475,217,1.426 1349,667,798,1147,155,60,611544.276,3121318.475,288,1.179 1261,625,1157,1360,341,128,611544.276,3121318.475,73,1.7749 1816,1492,2013,2025,997,401,608850.0765,3117414.014,165,1.764 828,364,786,1031,203,104,608850.0765,3117414.014,227,1.4028 1151,1126,1012,1253,555,295,608850.0765,3117414.014,217,0.714 1525,896,936,1324,243,128,608850.0765,3117414.014,309,1.736 2479,2482,2393,2557,2187,1356,608850.0765,3117414.014,218,1.392 1138,721,1202,1385,987,990,608850.0765,3117414.014,292,1.484 1532,1226,983,1325,358,190,608850.0765,3117414.014,68,1.456 1012,379,647,974,157,77,608850.0765,3117414.014,218,1.207 1035,334,895,1153,163,82,608850.0765,3117414.014,288,1.191 1237,608,770,1096,277,191,608850.0765,3117414.014,129,1.434 1301,751,1180,1374,404,193,608850.0765,3117414.014,73,1.3044 1012,409,520,928,66,20,624382.1457,3099298.223,216,0.902 1468,1227,1196,1386,316,177,624382.1457,3099298.223,286,1.606 1481,816,1126,1403,298,148,624382.1457,3099298.223,75,1.6505 924,420,825,1083,134,61,624382.1457,3099298.223,216,0.746 1148,407,837,1166,210,167,624382.1457,3099298.223,284,0.712 846,153,606,950,51,28,624382.1457,3099298.223,70,1.076 1465,1133,1509,1793,1247,933,624382.1457,3099298.223,216,0.404 1067,309,845,1135,134,56,624739.6229,3376006.198,217,1.813 1284,663,552,992,84,41,624739.6229,3376006.198,218,2.784 1521,923,927,1280,203,95,624739.6229,3376006.198,296,1.937 970,273,744,1009,248,106,619751.2015,3099007.266,216,0.888 1314,1374,1332,1412,1068,416,619751.2015,3099007.266,285,1.941 1380,1383,1130,1312,1290,761,619751.2015,3099007.266,75,1.8535 959,256,475,898,569,325,619751.2015,3099007.266,129,1.12 1118,594,1056,1250,795,424,619751.2015,3099007.266,218,0.629 1218,450,811,1137,226,153,619751.2015,3099007.266,284,0.784 646,461,600,816,603,381,619751.2015,3099007.266,70,1.0868 1055,392,1117,1321,399,289,609460.3377,3100095.005,293,2.264 800,211,738,995,126,41,609460.3377,3100095.005,216,0.744 1363,584,1515,1649,315,160,609460.3377,3100095.005,285,2.301 1400,663,1197,1408,326,152,609460.3377,3100095.005,75,1.7205 901,292,904,1163,196,140,609460.3377,3100095.005,284,1.094 1193,421,992,1237,275,179,600509.205,3098863.974,293,2.432 1645,1061,1203,1465,406,227,600509.205,3098863.974,68,1.532 1191,411,871,1192,256,211,600509.205,3098863.974,217,1.219 1282,811,821,1125,884,520,600509.205,3098863.974,287,1.194 1228,653,1354,1499,492,380,600509.205,3098863.974,215,0.698 1136,444,992,1262,278,509,600509.205,3098863.974,283,0.947 1475,1707,971,1279,1009,691,560812.2239,3074326.724,71,3.534 1324,1514,785,1099,1035,685,560812.2239,3074326.724,218,3.561 924,1963,791,963,1066,654,560812.2239,3074326.724,285,5.792 1430,1745,834,1210,1463,992,560812.2239,3074326.724,216,5.142 3501,3911,3391,3599,3282,2783,560812.2239,3074326.724,284,4.042 1105,1565,418,944,1535,1241,560812.2239,3074326.724,71,2.373 1106,491,1280,1395,278,123,597777.7975,3085108.928,290,2.686 626,72,564,887,34,16,597777.7975,3085108.928,218,0.738 1530,664,1598,1719,329,174,597777.7975,3085108.928,285,1.786 1399,619,1327,1501,329,154,597777.7975,3085108.928,75,1.557 1035,329,973,1225,213,136,597777.7975,3085108.928,283,0.719 596,77,670,957,41,23,597777.7975,3085108.928,70,1.351 869,317,1092,1264,205,118,597777.7975,3085108.928,124,0.643 1728,903,1430,1669,281,125,597777.7975,3085108.928,282,0.806 1302,1328,925,1197,1202,749,590613.9214,3096080.855,293,3.382 1465,1455,1156,1369,696,432,590613.9214,3096080.855,68,2.738 1159,1633,675,1022,648,377,590613.9214,3096080.855,214,2.541 1463,1770,1171,1371,849,464,590613.9214,3096080.855,287,2.801 1590,1024,1523,1663,746,544,590613.9214,3096080.855,215,4.868 1434,1604,1044,1361,755,518,590613.9214,3096080.855,283,3.08 166,70,451,509,6,72,680362.9889,3096582.903,296,0.54 758,217,787,1032,130,91,680362.9889,3096582.903,298,0.324 1358,639,1318,1452,373,223,622083.7792,3079488.941,286,1.396 680,200,735,958,115,55,622083.7792,3079488.941,216,0.558 1676,738,1342,1655,277,140,622083.7792,3079488.941,297,0.933 468,58,619,860,26,16,622083.7792,3079488.941,70,0.973 1436,787,1043,1320,251,120,622083.7792,3079488.941,281,0.42 1119,565,1143,1193,351,195,587687.1741,3089930.124,290,4.602 1658,1748,1434,1628,665,374,587687.1741,3089930.124,285,4.197 2051,1743,2009,2133,1378,1139,587687.1741,3089930.124,75,3.24 1242,1067,597,1014,491,308,587687.1741,3089930.124,283,1.864 978,183,657,1035,70,31,587687.1741,3089930.124,70,2.498 1749,1886,1200,1527,496,177,587687.1741,3089930.124,282,1.37 1163,482,1256,1383,271,123,591654.5671,3083453.798,290,3.283 821,137,452,843,50,24,591654.5671,3083453.798,218,0.907 1628,768,1410,1627,314,156,591654.5671,3083453.798,285,1.612 1803,1206,1550,1731,491,277,591654.5671,3083453.798,75,2.083 1438,677,1395,1576,591,467,591654.5671,3083453.798,215,2.278 1163,415,868,1193,221,128,591654.5671,3083453.798,283,1.267 899,133,650,1024,48,29,591654.5671,3083453.798,70,2.165 1046,290,991,1224,139,73,591654.5671,3083453.798,124,0.655 190,7,17,415,7,135,591654.5671,3083453.798,213,0.34 1371,570,1180,1379,246,111,584479.2652,3078469.554,290,3.206 776,119,486,858,48,21,584479.2652,3078469.554,218,0.982 1534,716,1470,1687,369,206,584479.2652,3078469.554,285,1.347 1603,923,1431,1586,421,185,584479.2652,3078469.554,75,2.061 1056,541,1090,1237,339,175,584479.2652,3078469.554,215,1.578 1239,827,1151,1443,432,327,584479.2652,3078469.554,283,1.627 368,98,393,498,67,45,584479.2652,3078469.554,70,1.345 768,243,863,1091,131,184,584479.2652,3078469.554,124,0.527 1557,982,1435,1616,630,385,598426.5973,3091287.707,122,2.383 1300,808,1086,1305,371,218,598426.5973,3091287.707,293,3.072 1572,828,1092,1437,301,148,598426.5973,3091287.707,68,2.408 1253,452,923,1256,292,234,598426.5973,3091287.707,217,1.929 1510,983,1266,1473,381,150,598426.5973,3091287.707,287,3.151 1390,784,1328,1481,404,259,598426.5973,3091287.707,215,3.043 1141,401,863,1214,239,128,598426.5973,3091287.707,283,1.623 1479,963,1412,1592,750,416,605093.9246,3093206.144,122,1.627 1142,426,851,1168,241,200,605093.9246,3093206.144,217,1.501 1398,1077,1072,1419,1411,668,605093.9246,3093206.144,283,0.903 1398,1328,1328,1649,1426,1369,612542.1209,3099802.075,217,1.319 656,278,921,1045,245,123,612542.1209,3099802.075,226,1.4056 1164,618,1171,1405,364,286,612542.1209,3099802.075,293,2.306 967,328,602,967,94,35,612542.1209,3099802.075,216,1.163 1330,569,1468,1615,279,151,612542.1209,3099802.075,285,2.036 1418,710,1188,1405,329,144,612542.1209,3099802.075,75,1.5105 997,355,945,1226,220,140,612542.1209,3099802.075,283,0.911 629,85,640,932,43,18,612542.1209,3099802.075,70,1.3187 1143,551,554,978,107,39,608486.0649,3091418.496,214,1.294 1419,807,882,1246,207,93,608486.0649,3091418.496,287,1.581 1144,430,967,1261,323,189,608486.0649,3091418.496,283,0.925 593,196,728,953,152,84,608486.0649,3091418.496,130,1.13 1335,1358,1246,1502,1446,1435,624388.4969,3087260.442,217,1.075 2398,1423,2189,2404,606,246,624388.4969,3087260.442,311,1.4336 1283,541,1118,1306,280,166,624388.4969,3087260.442,286,1.52 2144,1843,2295,2423,1788,1685,624388.4969,3087260.442,219,0.228 936,298,835,1126,205,171,624388.4969,3087260.442,284,0.937 419,54,604,837,26,17,624388.4969,3087260.442,70,0.899 1659,1285,1621,1820,709,325,624388.4969,3087260.442,130,0.668 1514,996,1081,1352,285,131,624388.4969,3087260.442,281,0.679 573,125,211,731,22,64,611733.9223,3071253.384,291,1.933 1734,859,1347,1655,291,154,611733.9223,3071253.384,297,1.016 370,47,529,736,27,18,643819.942,3070693.476,219,0.3808 601,367,838,944,283,219,643819.942,3070693.476,218,0.209 1228,364,1102,1406,167,108,643819.942,3070693.476,297,0.873 816,638,1207,1159,514,452,643819.942,3070693.476,72,0.707 1029,396,1147,1297,214,117,598523.2047,3079451.371,215,0.274 1445,603,1049,1370,352,291,598523.2047,3079451.371,225,0.742 1574,923,696,1244,167,93,598523.2047,3079451.371,309,1.6436 1088,473,1245,1369,267,130,598523.2047,3079451.371,290,2.496 698,102,477,863,40,17,598523.2047,3079451.371,218,0.851 1737,886,1692,1854,641,384,598523.2047,3079451.371,285,1.712 1211,662,1371,1526,385,289,598523.2047,3079451.371,215,3.366 1110,403,1019,1313,317,203,598523.2047,3079451.371,283,0.699 655,71,621,948,26,16,598523.2047,3079451.371,70,1.723 419,22,272,685,9,140,598523.2047,3079451.371,213,0.378 1732,942,1383,1634,293,144,598523.2047,3079451.371,282,0.76 1331,1410,1229,1373,928,664,582546.5871,3080107.557,215,2.563 1844,2358,1255,1686,1420,1159,582546.5871,3080107.557,283,1.014 1135,1477,565,953,747,783,582546.5871,3080107.557,124,0.699 1762,1899,1679,1792,1394,1054,582546.5871,3080107.557,282,1.11 1077,450,1209,1347,240,116,587889.9179,3075590.112,290,3.291 544,60,523,816,25,12,587889.9179,3075590.112,218,1.069 1334,518,1423,1600,256,144,587889.9179,3075590.112,285,2.03 1494,681,1447,1580,362,172,587889.9179,3075590.112,75,1.708 1406,945,1391,1568,695,359,587889.9179,3075590.112,216,2.041 956,295,906,1192,180,109,587889.9179,3075590.112,283,1.022 455,86,642,879,46,37,587889.9179,3075590.112,70,1.523 550,179,878,1002,113,68,587889.9179,3075590.112,124,0.488 1509,648,1635,1786,321,173,587889.9179,3075590.112,282,1.1 1160,1031,1340,1423,1396,1168,579850.2312,3095971.257,293,5.39 1589,1151,1158,1448,433,229,579850.2312,3095971.257,68,3.478 2196,1601,1324,1955,1539,1396,579850.2312,3095971.257,215,3.923 1366,1270,947,1188,357,150,579850.2312,3095971.257,287,3.761 2842,2587,2744,2875,1823,1518,579850.2312,3095971.257,215,6.563 2335,2193,2216,2513,2019,1363,579850.2312,3095971.257,283,3.294 1271,1504,1118,1253,1301,548,584819.04,3093201.266,290,5.213 1535,1540,1188,1434,932,488,584819.04,3093201.266,285,4.531 1746,1505,1742,1841,1209,934,584819.04,3093201.266,75,3.735 1344,1228,1400,1503,942,474,584819.04,3093201.266,215,4.649 1116,407,759,1084,268,158,584819.04,3093201.266,70,2.635 1260,1203,1109,1242,737,451,584819.04,3093201.266,124,2.36 1516,1772,892,1276,810,396,584819.04,3093201.266,282,1.53 1746,1042,1753,1911,606,251,595719.4348,3095012.09,164,4.7656 1336,772,689,1088,241,139,595719.4348,3095012.09,229,1.6884 1474,687,814,1253,179,88,595719.4348,3095012.09,309,1.8732 1577,1057,1388,1561,656,546,595719.4348,3095012.09,293,3.354 1617,940,1106,1453,345,162,595719.4348,3095012.09,68,1.996 1554,1172,1118,1408,399,151,595719.4348,3095012.09,287,3.038 1275,591,1358,1512,466,314,595719.4348,3095012.09,215,3.79 1161,433,902,1213,257,142,595719.4348,3095012.09,283,2.162 664,242,518,880,17,248,595719.4348,3095012.09,213,1.2 1633,1541,688,1239,242,99,589299.4965,3086240.185,309,1.8424 1264,531,1282,1425,293,137,589299.4965,3086240.185,290,3.849 1026,280,476,899,71,30,589299.4965,3086240.185,218,1.482 1954,1512,1821,1986,1053,903,589299.4965,3086240.185,75,2.814 1251,651,1248,1417,522,347,589299.4965,3086240.185,215,4.577 1178,663,819,1209,302,181,589299.4965,3086240.185,283,2.023 504,112,532,788,368,279,589299.4965,3086240.185,70,1.938 860,429,868,1106,283,188,589299.4965,3086240.185,124,1.31 1338,565,1179,1396,383,208,595170.1212,3062223.509,71,1.159 852,227,812,1064,133,101,595170.1212,3062223.509,217,0.788 622,78,154,662,126,195,595170.1212,3062223.509,286,1.557 1241,821,1377,1515,1551,1179,595170.1212,3062223.509,215,0.871 946,364,742,1027,757,301,595170.1212,3062223.509,284,0.883 3133,3219,3056,3276,3384,2376,610574.3847,3116842.414,218,1.482 1854,1135,1525,1769,760,566,610574.3847,3116842.414,126,1.268 997,536,852,1112,173,97,610574.3847,3116842.414,288,1.265 1179,525,713,1049,267,146,610574.3847,3116842.414,129,1.31 1229,581,821,1126,160,85,610574.3847,3116842.414,285,1.13 1225,994,1055,1220,1407,715,587675.8547,3067021.485,71,1.574 444,88,523,827,720,243,587675.8547,3067021.485,218,0.769 1032,585,1198,1301,1091,469,587675.8547,3067021.485,286,1.42 903,403,690,994,1142,393,587675.8547,3067021.485,284,1.081 310,288,263,680,346,420,587675.8547,3067021.485,71,1.217 1320,533,1140,1333,231,106,578539.3052,3066005.888,290,2.798 834,149,440,844,19,17,578539.3052,3066005.888,218,0.838 1839,962,1637,1843,367,187,578539.3052,3066005.888,285,2.122 2115,1550,2146,2203,1379,1155,578539.3052,3066005.888,75,1.588 1371,933,824,1155,230,104,578539.3052,3066005.888,216,2.016 1012,298,939,1208,195,109,578539.3052,3066005.888,283,1.33 902,192,686,1046,89,70,578539.3052,3066005.888,70,1.152 990,260,977,1226,130,70,578539.3052,3066005.888,124,0.985 1821,924,1625,1827,371,203,578539.3052,3066005.888,282,1.01 1047,299,521,988,111,47,572646.2237,3060139.919,291,2.904 1625,841,1300,1543,403,230,572646.2237,3060139.919,71,1.876 1012,264,445,876,59,18,572646.2237,3060139.919,218,0.807 1133,376,835,1175,207,97,572646.2237,3060139.919,283,1.997 1296,665,1004,1289,311,123,572646.2237,3060139.919,71,1.467 1600,972,1607,1750,736,345,572646.2237,3060139.919,215,0.17 487,90,694,902,44,39,589399.6819,3055230.869,291,2.137 1186,746,1525,1604,743,324,589399.6819,3055230.869,71,1.184 572,197,846,1036,135,112,589399.6819,3055230.869,217,0.919 484,7,194,684,7,169,589399.6819,3055230.869,286,1.706 907,467,1053,1235,352,282,589399.6819,3055230.869,218,1.299 579,197,738,950,147,127,589399.6819,3055230.869,284,0.836 1710,1119,1785,1895,906,395,612239.424,3057070.991,71,1.131 672,320,589,885,57,27,612239.424,3057070.991,216,0.543 802,262,783,1055,192,166,612239.424,3057070.991,284,0.551 1283,480,1331,1493,220,116,612239.424,3057070.991,282,1.76 436,805,324,634,2004,943,618262.1909,3058025.69,292,1.142 1483,1271,1479,1614,1765,968,618262.1909,3058025.69,71,1.075 870,1558,685,1009,1853,759,618262.1909,3058025.69,216,0.507 293,334,110,504,1369,688,618262.1909,3058025.69,286,1.061 839,1008,868,1031,852,364,618262.1909,3058025.69,217,0.451 1632,953,1347,1581,1098,520,618262.1909,3058025.69,297,1.52 252,33,159,530,14,109,618692.0181,3055447.344,217,0.407 1340,510,1312,1498,216,116,618692.0181,3055447.344,282,0.31 1414,849,1537,1670,532,341,583564.7516,3061007.875,71,1.445 583,73,513,864,40,19,583564.7516,3061007.875,218,0.894 1192,464,1164,1329,224,115,583564.7516,3061007.875,286,1.6 970,282,884,1147,148,74,583564.7516,3061007.875,216,1.156 877,238,745,1052,165,129,583564.7516,3061007.875,284,0.957 1000,427,1064,1287,263,129,583564.7516,3061007.875,71,1.095 326,202,193,639,31,49,591590.1071,3064601.034,291,2.046 385,203,322,701,43,19,591590.1071,3064601.034,218,0.869 1090,453,1169,1300,246,136,591590.1071,3064601.034,286,0.453 1010,596,977,1151,507,243,591590.1071,3064601.034,216,0.927 833,213,734,1022,140,117,591590.1071,3064601.034,284,0.786 876,492,1158,1292,300,145,591590.1071,3064601.034,71,1.071 554,114,777,955,316,158,603246.673,3059319.025,291,2.011 1436,767,1420,1588,587,298,603246.673,3059319.025,71,1.218 704,166,795,1013,138,109,603246.673,3059319.025,217,0.644 1229,648,1364,1477,475,301,603246.673,3059319.025,286,1.358 902,403,1182,1307,282,190,603246.673,3059319.025,215,0.882 916,288,787,1081,187,163,603246.673,3059319.025,284,0.686 342,8,336,727,123,215,603246.673,3059319.025,71,0.921 556,26,385,814,240,135,603246.673,3059319.025,282,1.3 1197,1132,481,1000,799,387,566903.9266,3067122.074,291,4.366 1713,1521,1356,1566,773,420,566903.9266,3067122.074,71,3.492 1200,723,538,935,143,69,566903.9266,3067122.074,218,2.4 1604,2000,1227,1512,1070,491,566903.9266,3067122.074,285,5.292 1412,1372,890,1183,345,130,566903.9266,3067122.074,216,2.488 1317,1417,947,1274,1588,739,566903.9266,3067122.074,283,2.973 969,811,179,789,748,425,566903.9266,3067122.074,71,1.817 1788,1190,1458,1791,1034,892,566903.9266,3067122.074,214,1.5 1963,2163,1610,1848,879,394,566903.9266,3067122.074,282,2.58 832,144,659,1017,56,42,578442.5632,3053448.84,291,2.306 1035,480,1107,1272,359,172,578442.5632,3053448.84,71,1.408 750,252,872,1116,180,150,578442.5632,3053448.84,217,0.763 1367,595,1225,1386,267,150,578442.5632,3053448.84,286,2.03 1015,485,1089,1309,366,292,581719.3158,3043307.782,218,0.641 1239,438,1275,1530,222,123,581719.3158,3043307.782,297,1.075 2058,1769,2215,2362,1843,1686,581719.3158,3043307.782,72,1.0255 1090,330,794,1158,152,86,573195.572,3050811.947,72,1.887 927,342,943,1204,252,207,573195.572,3050811.947,217,0.988 1389,764,901,1235,221,91,573195.572,3050811.947,287,1.391 1304,606,1112,1367,370,287,573195.572,3050811.947,218,1.491 1146,360,793,1135,181,147,573195.572,3050811.947,284,1.254 1093,458,1037,1291,256,126,573195.572,3050811.947,71,1.212 1577,960,1441,1710,861,762,573195.572,3050811.947,216,0.097 1129,442,1165,1324,231,106,581781.6351,3070826.071,290,2.798 432,52,502,788,25,17,581781.6351,3070826.071,218,0.869 1738,868,1459,1704,346,177,581781.6351,3070826.071,285,2.202 1575,762,1573,1682,417,214,581781.6351,3070826.071,75,1.856 1166,624,982,1189,452,206,581781.6351,3070826.071,216,2.061 1095,335,850,1178,171,95,581781.6351,3070826.071,283,1.68 750,148,714,1015,78,59,581781.6351,3070826.071,70,1.308 896,217,937,1196,99,50,581781.6351,3070826.071,124,0.805 214,67,140,460,25,178,581781.6351,3070826.071,213,0.045 1883,1078,1642,1847,371,189,581781.6351,3070826.071,282,0.937 322,194,679,700,352,97,600700.3169,3038905.011,217,0.278 697,258,748,988,200,179,600700.3169,3038905.011,284,0.476 1012,403,1334,1439,200,103,600700.3169,3038905.011,282,0.484 574,249,945,1042,185,143,603685.3239,3044837.084,72,1.022 2373,2309,2242,2641,2268,2079,603685.3239,3044837.084,215,0.714 286,24,407,715,15,81,603685.3239,3044837.084,216,0.548 548,241,703,898,195,179,603685.3239,3044837.084,284,0.597 782,224,837,1095,138,86,581768.7248,3043308.111,72,1.705 2046,1808,1920,2340,1858,1695,581768.7248,3043308.111,215,0.624 1051,446,1204,1331,250,114,583840.6495,3072502.543,290,2.861 498,57,568,838,30,18,583840.6495,3072502.543,218,1.057 1684,793,1469,1696,305,166,583840.6495,3072502.543,285,2.233 1535,711,1524,1647,414,168,583840.6495,3072502.543,75,1.856 1315,680,1105,1331,447,225,583840.6495,3072502.543,216,2.787 1026,307,932,1200,192,96,583840.6495,3072502.543,283,1.272 867,162,676,1016,69,49,583840.6495,3072502.543,70,1.185 790,224,996,1177,111,63,583840.6495,3072502.543,124,0.802 1906,1322,1640,1846,396,191,583840.6495,3072502.543,282,1.08 1155,836,980,1135,355,160,565709.1145,3056421.261,71,1.971 889,2246,530,912,1256,441,565709.1145,3056421.261,218,1.638 1035,1300,562,957,874,205,565709.1145,3056421.261,217,2.647 1086,1439,734,1055,354,149,565709.1145,3056421.261,284,1.77 1256,2013,913,1203,1137,660,565709.1145,3056421.261,71,1.534 1346,1071,719,1122,290,150,562206.8766,3052147.417,72,3.055 1298,1765,1104,1288,1155,686,562206.8766,3052147.417,217,5.367 643,242,954,1054,159,111,593901.0987,3035980.753,220,0.5656 2299,1345,2271,2456,652,264,593901.0987,3035980.753,311,1.1816 1025,810,1361,1327,589,499,593901.0987,3035980.753,293,1.666 871,652,1262,1388,1357,1323,593901.0987,3035980.753,72,1.047 602,229,741,966,177,160,593901.0987,3035980.753,284,0.346 733,167,851,1104,90,66,675689.0146,3155567.099,291,1.921 1945,1435,1609,2048,1304,1174,675689.0146,3155567.099,215,0.919 1016,391,1080,1232,207,114,675689.0146,3155567.099,286,0.806 1024,561,1157,1380,460,268,675689.0146,3155567.099,125,0.741 888,336,968,1196,258,212,675689.0146,3155567.099,215,0.7232 592,213,879,1043,150,109,675689.0146,3155567.099,72,1.086 1461,803,970,1294,232,110,675689.0146,3155567.099,281,0.72 353,260,539,461,200,112,616929.2599,3043593.033,143,0.644 152,8,298,541,30,157,616929.2599,3043593.033,312,1.1032 2925,3064,2505,3032,3108,2837,616929.2599,3043593.033,215,0.543 29,7,111,244,6,161,616929.2599,3043593.033,286,0.782 399,270,559,678,234,214,616929.2599,3043593.033,284,0.323 893,380,1305,1377,206,110,616929.2599,3043593.033,282,0.561 161,1,129,500,4,233,637486.4286,3041933.072,311,0.5432 589,363,1056,1021,304,263,637486.4286,3041933.072,72,0.792 4017,4448,3310,3839,4513,4147,637486.4286,3041933.072,215,0.364 94,33,269,358,28,194,637486.4286,3041933.072,286,0.507 121,3,336,486,3,176,637486.4286,3041933.072,217,0.351 68,6,115,395,4,156,637486.4286,3041933.072,71,0.864 902,464,1407,1416,295,192,637486.4286,3041933.072,282,0.401 1022,619,1398,1459,327,282,566470.6226,3010380.616,294,1.695 2059,1983,1877,2277,1909,1726,566470.6226,3010380.616,215,0.426 258,9,399,680,11,159,566470.6226,3010380.616,288,1.347 1948,1977,1767,2131,1934,1741,566470.6226,3010380.616,218,0.322 1000,452,1326,1487,248,139,566470.6226,3010380.616,297,1.134 112,30,115,330,23,161,601918.1486,3008692.631,294,1.283 781,333,975,1128,219,153,601918.1486,3008692.631,74,0.86 255,4,442,694,2,78,601918.1486,3008692.631,281,0.21 892,529,1224,1270,319,175,629497.6514,3062562.489,71,1.075 614,353,820,938,254,187,629497.6514,3062562.489,218,0.148 1257,395,1189,1478,191,116,629497.6514,3062562.489,297,1.093 887,628,1295,1267,477,399,629497.6514,3062562.489,72,0.804 103,150,42,288,124,172,582349.0218,2993110.709,294,1.252 78,48,397,393,63,64,582349.0218,2993110.709,214,0.087 685,950,797,837,675,502,582349.0218,2993110.709,216,0.072 962,733,1022,1210,461,322,582349.0218,2993110.709,74,0.884 247,188,445,669,69,178,582349.0218,2993110.709,215,0.281 142,56,401,565,27,198,582349.0218,2993110.709,283,0.166 208,343,202,531,229,339,582349.0218,2993110.709,70,0.758 70,97,198,270,64,211,582349.0218,2993110.709,124,0.219 202,83,260,587,192,237,582349.0218,2993110.709,281,0.334 155,4,447,593,1,17,569382.6699,2994539.069,214,0.05 926,338,901,1116,212,165,569382.6699,2994539.069,74,0.944 837,261,947,1142,132,67,569382.6699,2994539.069,281,0.441 288,81,537,668,6,16,554354.9538,2996315.173,214,0.431 865,371,1231,1299,188,119,554354.9538,2996315.173,285,1.042 782,387,1204,1259,226,156,554354.9538,2996315.173,301,1.082 1301,540,869,1175,226,170,554354.9538,2996315.173,74,1.288 736,357,1124,1211,239,141,554354.9538,2996315.173,215,0.432 817,285,956,1167,168,111,554354.9538,2996315.173,283,0.701 586,216,769,991,167,144,554354.9538,2996315.173,70,1.039 847,519,1141,1227,429,290,554354.9538,2996315.173,124,0.401 1044,314,927,1189,155,68,554354.9538,2996315.173,281,0.621 1091,440,809,1140,231,120,567236.3334,3037146.928,72,1.473 1251,596,1060,1303,285,107,567236.3334,3037146.928,287,1.514 1052,526,1093,1314,403,304,567236.3334,3037146.928,218,0.702 1544,716,1162,1504,267,136,567236.3334,3037146.928,297,1.227 1462,862,1505,1675,673,561,567236.3334,3037146.928,72,1.032 2035,1544,1924,2090,1274,942,567236.3334,3037146.928,129,0.622 400,144,311,744,77,193,567236.3334,3037146.928,217,0.037 2083,1563,1970,2132,1147,723,567236.3334,3037146.928,286,0.956 910,276,943,1143,206,84,546105.6838,3003440.242,293,2.411 969,302,847,1127,172,119,546105.6838,3003440.242,288,1.259 684,285,817,1005,198,123,546105.6838,3003440.242,129,0.638 1221,516,671,1061,164,115,546105.6838,3003440.242,298,0.966 1183,523,1119,1326,327,138,546105.6838,3003440.242,73,1.08 1246,570,701,1114,202,103,566650.1779,3046762.826,72,1.725 1981,1242,1979,2107,984,638,566650.1779,3046762.826,126,1.4812 2414,1761,1709,2207,1439,1293,566650.1779,3046762.826,215,1.201 1367,821,946,1243,240,97,566650.1779,3046762.826,287,1.901 1368,691,1035,1293,338,220,566650.1779,3046762.826,218,0.946 1661,894,1157,1533,306,154,566650.1779,3046762.826,297,0.062 1427,728,1134,1367,287,148,566650.1779,3046762.826,72,1.203 1771,1187,1612,1854,955,836,566650.1779,3046762.826,216,0.163 26,1,65,132,5,137,612623.0513,2993202.734,127,0.3304 55,13,374,220,6,22,612623.0513,2993202.734,214,0.064 1316,906,1338,1475,468,315,612623.0513,2993202.734,74,0.588 180,80,361,536,18,197,612623.0513,2993202.734,215,0.232 822,355,1105,1243,104,214,612623.0513,2993202.734,281,0.128 1867,1427,1504,1942,1380,1217,549559.6144,3004905.125,216,0.1624 941,301,881,1144,336,118,549559.6144,3004905.125,293,2.313 965,237,792,1102,131,96,549559.6144,3004905.125,288,1.29 775,321,921,1124,218,148,549559.6144,3004905.125,129,0.633 1241,528,661,1064,145,109,549559.6144,3004905.125,298,1.093 1469,734,1311,1490,329,178,549559.6144,3004905.125,72,1.107 965,430,976,1186,219,71,555221.8622,3026603.956,214,0.342 810,262,826,1099,208,96,555221.8622,3026603.956,227,0.8176 1263,669,1062,1299,331,171,555221.8622,3026603.956,293,2.418 1162,595,877,1138,322,150,555221.8622,3026603.956,72,1.487 920,263,782,1064,144,74,555221.8622,3026603.956,288,1.445 986,450,639,928,195,77,555221.8622,3026603.956,298,1.169 532,214,783,958,147,56,555221.8622,3026603.956,218,0.063 692,408,595,911,286,71,544095.6482,3008363.984,214,0.753 1117,491,644,1008,265,96,544095.6482,3008363.984,227,1.2264 1943,1526,1872,2039,1278,388,544095.6482,3008363.984,311,1.7052 1184,612,920,1167,577,203,544095.6482,3008363.984,293,2.383 922,305,910,1146,199,100,544095.6482,3008363.984,288,1.389 968,377,719,993,190,113,544095.6482,3008363.984,298,0.983 1232,724,1067,1274,360,153,544095.6482,3008363.984,73,1.111 1462,928,1409,1557,686,475,544095.6482,3008363.984,129,0.459 699,242,687,913,167,98,544095.6482,3008363.984,218,0.072 381,274,535,642,222,183,613693.513,3019367.94,222,0.386 643,314,922,1032,216,161,613693.513,3019367.94,74,0.841 716,421,1031,1119,301,224,613693.513,3019367.94,215,0.189 1970,1247,2248,2353,652,256,580121.7801,3018451.209,311,1.2656 2142,2100,1995,2390,2086,1898,580121.7801,3018451.209,215,0.438 794,286,1004,1158,154,60,567600.4558,3028449.72,214,0.342 1304,793,1175,1502,687,590,567600.4558,3028449.72,213,0.213 726,151,838,1072,93,52,567600.4558,3028449.72,227,0.6552 1907,1883,1922,2094,1425,650,567600.4558,3028449.72,217,0.308 835,260,1026,1186,178,92,567600.4558,3028449.72,293,2.531 792,261,896,1108,197,96,567600.4558,3028449.72,72,1.428 1139,446,1183,1353,256,98,567600.4558,3028449.72,287,1.169 792,350,1135,1178,236,97,567600.4558,3028449.72,217,0.451 1060,421,1305,1485,231,137,567600.4558,3028449.72,297,1.19 1403,721,1467,1625,564,464,567600.4558,3028449.72,72,1.081 435,108,687,853,83,32,567600.4558,3028449.72,217,0.052 627,292,828,1035,238,201,638795.6333,3095920.042,217,1.082 1361,583,1281,1448,251,104,638795.6333,3095920.042,287,1.222 750,202,621,852,130,79,638795.6333,3095920.042,214,0.384 877,237,767,1073,120,70,638795.6333,3095920.042,130,0.436 1584,1012,1386,1632,984,982,638795.6333,3095920.042,223,0.166 983,295,540,929,67,19,620587.2275,3092165.448,216,0.837 1542,874,1263,1452,393,230,620587.2275,3092165.448,286,1.749 676,254,749,975,114,48,620587.2275,3092165.448,216,1.797 1034,335,834,1155,204,171,620587.2275,3092165.448,284,0.866 863,141,641,991,35,20,620587.2275,3092165.448,70,1.03 1082,704,1147,1360,436,227,620587.2275,3092165.448,130,0.714 1464,875,1255,1439,366,181,620587.2275,3092165.448,281,0.761 994,228,901,1154,100,40,633305.9508,3372049.495,216,2.007 1228,449,553,991,75,42,633305.9508,3372049.495,218,2.622 1507,957,902,1267,213,98,633305.9508,3372049.495,296,1.871 1607,766,1406,1582,354,170,633305.9508,3372049.495,127,2.396 1733,919,1165,1582,638,558,633305.9508,3372049.495,220,3.267 1874,1040,1778,1867,490,233,633305.9508,3372049.495,218,2.985 1477,1032,924,1233,182,74,633305.9508,3372049.495,280,2.789 2192,1745,1434,1850,1135,1006,633305.9508,3372049.495,216,2.392 950,560,1309,1394,517,247,645677.6862,3082687.79,71,1.299 249,45,343,645,70,140,645677.6862,3082687.79,217,0.313 17,6,148,263,8,144,645677.6862,3082687.79,287,0.601 1064,814,1365,1418,842,961,645677.6862,3082687.79,298,1.074 195,1,172,450,16,184,645677.6862,3082687.79,218,0.221 1194,380,730,1096,136,99,645677.6862,3082687.79,298,1.4 747,523,1154,1128,393,323,645677.6862,3082687.79,72,0.853 544,463,677,662,468,400,645677.6862,3082687.79,129,0.41 183,8,498,611,8,81,665615.1662,3084585.517,291,1.361 886,235,790,1068,128,96,665615.1662,3084585.517,298,0.789 890,968,1018,947,1032,1002,665615.1662,3084585.517,223,0.046 469,88,655,857,46,20,615502.6886,3064826.812,216,0.588 199,5,253,538,6,151,615502.6886,3064826.812,286,1.148 1493,549,1287,1609,243,131,615502.6886,3064826.812,297,1.2 1381,785,1056,1294,421,282,569864.7894,3061608.671,215,1.061 1286,1187,373,989,232,117,569864.7894,3061608.671,291,3.093 1113,445,460,887,84,18,569864.7894,3061608.671,218,0.932 1235,497,912,1248,283,129,569864.7894,3061608.671,283,1.812 1333,894,984,1289,360,143,569864.7894,3061608.671,71,1.326 203,44,157,528,23,154,610648.0022,3038713.525,287,0.583 780,556,894,1030,476,242,610648.0022,3038713.525,216,0.445 1232,489,1313,1456,201,102,610648.0022,3038713.525,282,0.382 381,55,643,802,0,17,604294.0909,3031321.041,214,0.064 1001,461,1388,1446,225,120,604294.0909,3031321.041,285,0.887 856,304,898,1105,188,140,604294.0909,3031321.041,74,0.787 394,256,612,709,236,217,604294.0909,3031321.041,284,0.517 721,84,272,758,218,113,604294.0909,3031321.041,282,1.83 6977,7092,6456,6732,6632,4263,745209.1898,3405417.957,86,0.981 1264,730,1415,1585,528,258,745209.1898,3405417.957,293,1.973 1247,860,1369,1524,672,376,745209.1898,3405417.957,140,0.976 754,498,874,1043,491,263,745209.1898,3405417.957,232,1.638 1621,862,1434,1608,408,218,745209.1898,3405417.957,60,1.194 706,115,572,914,41,25,745209.1898,3405417.957,70,0.619 719,246,1035,1155,220,450,745209.1898,3405417.957,131,0.936 1098,396,1147,1325,223,109,731662.3363,3387762.259,293,1.879 1249,796,1313,1483,618,305,731662.3363,3387762.259,140,1.059 599,187,702,920,132,110,731662.3363,3387762.259,231,1.578 1449,764,927,1318,169,87,731662.3363,3387762.259,59,1.064 1967,1070,1605,1829,412,362,731662.3363,3387762.259,297,1.804 1029,772,1025,1246,650,551,746431.5115,3359669.425,148,0.951 1338,544,837,1178,174,116,746431.5115,3359669.425,58,0.971 142,12,303,418,3,75,746431.5115,3359669.425,219,1.261 1094,337,866,1144,132,65,746431.5115,3359669.425,58,0.853 758,135,667,974,55,42,746431.5115,3359669.425,300,2.053 980,344,915,1189,234,197,746431.5115,3359669.425,72,1.075 1473,722,1670,1771,399,218,746431.5115,3359669.425,291,1.714 788,662,798,836,506,385,756864.0474,3338014.383,148,0.596 1189,448,935,1207,260,152,756864.0474,3338014.383,58,0.817667 506,87,636,875,44,30,756864.0474,3338014.383,305,2.034 665,311,878,1063,248,202,756864.0474,3338014.383,72,1.082 874,193,812,1092,97,61,756864.0474,3338014.383,292,1.785 1145,1263,685,1088,1394,718,654781.3872,3201684.832,299,1.01 1266,693,513,975,125,52,663225.7645,3196412.235,298,1.39 1235,782,606,990,216,84,663225.7645,3196412.235,219,0.247 831,246,1125,1313,117,73,709582.8336,3175298.538,299,0.64 507,304,830,918,257,226,709582.8336,3175298.538,72,0.882 735,289,1048,1149,177,118,709582.8336,3175298.538,281,0.928 1270,647,530,995,135,53,663554.6153,3193168.061,298,1.422 1208,799,596,969,168,45,663554.6153,3193168.061,219,0.383 1359,798,1497,1677,634,429,695207.9911,3176912.248,127,0.924 1312,427,817,1281,119,67,695207.9911,3176912.248,299,1.033 629,279,863,1031,208,181,695207.9911,3176912.248,72,1.081 747,261,1017,1152,171,114,695207.9911,3176912.248,124,0.509 1338,634,919,1235,201,102,695207.9911,3176912.248,281,1.19 837,296,1256,1373,150,96,708951.642,3151431.321,299,0.383 315,200,582,483,135,76,708951.642,3151431.321,124,0.431 915,319,1251,1404,152,82,687724.5633,3120513.241,299,0.65 1336,609,1001,1266,264,167,675012.628,3127803.823,74,0.993 747,893,855,858,749,291,652203.6395,3232740.84,306,1.869 1151,1165,730,1063,1242,680,652203.6395,3232740.84,131,1.192 1261,1903,933,1169,1201,653,660614.2925,3124617.98,74,1.2 1162,652,1059,1332,397,280,660614.2925,3124617.98,283,0.783 962,1177,655,936,933,462,660614.2925,3124617.98,70,0.945 1323,619,923,1197,219,125,671820.2718,3136039.656,74,1.158 970,463,1209,1388,339,245,671820.2718,3136039.656,283,0.698 891,166,605,977,61,40,671820.2718,3136039.656,70,0.998 1025,891,1092,1364,1314,1147,671820.2718,3136039.656,216,0.11 818,312,1170,1273,170,97,699000.3011,3141788.342,282,0.54 1204,347,1180,1467,148,82,673782.5737,3115888.78,299,0.975 819,225,834,1080,123,93,682556.4441,3101228.542,298,0.33 925,980,1100,997,997,985,682556.4441,3101228.542,223,0.029 1009,573,1576,1554,315,256,682556.4441,3101228.542,286,0.497 1760,1073,1058,1510,293,134,638332.2609,3121488.823,297,1.267 1564,705,1462,1641,339,180,638332.2609,3121488.823,282,1.44 1349,772,625,1064,132,85,628421.4076,3107964.822,298,1.266 1351,854,1285,1496,469,234,628421.4076,3107964.822,71,1.047 1696,938,1541,1697,584,514,628421.4076,3107964.822,282,0.579 1597,901,641,1262,190,110,655888.7483,3115796.723,297,0.919 1530,1182,1552,1754,643,512,655888.7483,3115796.723,71,1.042 619,213,963,1085,133,81,655888.7483,3115796.723,124,0.568 1496,735,1216,1433,287,143,655888.7483,3115796.723,281,1.12 1505,781,1477,1613,666,315,637979.8555,3104379.817,127,0.902 1411,828,1403,1602,574,374,637979.8555,3104379.817,71,0.566 1039,379,954,1182,202,109,637979.8555,3104379.817,124,0.689 178,370,258,462,1515,551,651961.7527,3263130.633,137,1.144 565,375,688,903,1335,477,651961.7527,3263130.633,228,1.214 746,201,622,896,374,240,651961.7527,3263130.633,301,0.56 605,111,709,943,52,52,756738.5813,3344614.507,305,1.699 642,295,855,1034,224,179,756738.5813,3344614.507,72,1.098 1576,1154,1458,1629,486,225,713432.6091,3258390.523,57,1.002 1142,908,540,984,123,60,713432.6091,3258390.523,298,1.777 1500,968,1625,1710,601,340,720477.1721,3199091.749,57,0.955 1072,384,720,1036,153,80,650575.997,3130273.677,129,1.246 872,372,1036,1219,192,95,650575.997,3130273.677,213,0.496 681,178,393,793,531,247,653636.9551,3129603.385,129,1.154 1485,1204,1484,1637,1259,722,653636.9551,3129603.385,71,0.953 1345,1175,511,969,755,313,653636.9551,3129603.385,282,1.03 1207,2103,1221,1304,1618,655,615664.9856,3137796.494,130,1.207 1022,2408,1079,1167,2609,905,615664.9856,3137796.494,73,1.6009 652,1587,332,550,1357,327,615664.9856,3137796.494,284,2.48 1310,2976,1186,1449,2667,978,604968.4339,3039239.99,216,0.425 724,1192,649,896,629,325,604968.4339,3039239.99,284,0.354 1005,1996,1147,1251,1394,429,604968.4339,3039239.99,282,0.513 1286,558,1107,1357,359,287,578432.6896,3053448.777,218,1.05 960,269,741,1062,151,143,578432.6896,3053448.777,284,1.106 1030,425,1050,1289,240,121,578432.6896,3053448.777,71,1.323 1723,1795,1614,1622,1687,1886,782223.9614,3294493.116,136,1.31 3570,3728,3831,3899,1927,1301,676310.749,3281472.774,228,0.859 2788,2341,1959,2546,2280,2166,676310.749,3281472.774,136,1.113 1077,324,537,958,98,42,676310.749,3281472.774,301,1.158 1523,712,1671,1800,367,179,732870.1477,3266661.87,57,1 1307,1608,642,1117,1734,961,567392.9828,3067856.208,291,4.017 1185,1577,619,1018,1409,843,567392.9828,3067856.208,218,2.088 1587,2074,1233,1508,1029,458,567392.9828,3067856.208,285,5.726 1239,1584,858,1122,1123,540,567392.9828,3067856.208,216,2.585 1011,1064,206,804,1173,872,567392.9828,3067856.208,71,1.681 1861,1283,1500,1831,1074,908,567392.9828,3067856.208,214,1.61 1856,2003,1594,1783,894,399,567392.9828,3067856.208,282,2.78 2070,1476,1462,1860,1196,1081,644742.8794,3365198.329,148,1.433 1022,228,548,970,71,42,644742.8794,3365198.329,218,1.75 1402,551,1047,1337,219,118,644742.8794,3365198.329,296,1.984 1794,925,1748,1849,460,216,644742.8794,3365198.329,127,1.686 1769,919,1711,1788,447,207,644742.8794,3365198.329,218,2.924 1457,984,895,1216,175,66,644742.8794,3365198.329,280,2.444 1477,776,1404,1553,534,248,654917.4814,3267628.47,256,0.69 1033,977,1113,1295,671,297,654917.4814,3267628.47,116,0.791 1059,558,936,1248,512,395,654917.4814,3267628.47,214,1.04 1416,736,1462,1540,502,264,654917.4814,3267628.47,264,1.48 864,652,963,1204,630,448,654917.4814,3267628.47,168,1.38 1108,477,905,1199,416,305,654917.4814,3267628.47,232,1.257 821,339,853,1063,295,163,654917.4814,3267628.47,245,1.39 1019,553,1307,1388,300,131,654917.4814,3267628.47,284,1.89 910,454,1124,1235,257,82,654917.4814,3267628.47,216,1.7 1397,810,1309,1448,744,268,654917.4814,3267628.47,286,2.13 1098,470,826,1108,258,134,654917.4814,3267628.47,69,1.349 1200,752,1433,1530,614,301,654917.4814,3267628.47,61,1.452 2823,2725,3244,2971,1903,1503,654917.4814,3267628.47,224,1.456 1213,1247,1322,1477,1072,612,654917.4814,3267628.47,137,0.949 752,187,648,923,153,56,654917.4814,3267628.47,301,1.192 1049,287,647,1010,111,78,718135.869,3272790.169,133,0.977 591,111,738,960,60,26,718135.869,3272790.169,227,1.014 1488,657,1462,1652,352,206,718135.869,3272790.169,62,0.9295 227,128,256,328,101,104,718135.869,3272790.169,225,0.508 1816,960,1554,1762,376,188,718135.869,3272790.169,57,0.914 875,313,1125,1289,212,138,718135.869,3272790.169,224,0.736 1120,318,550,968,62,36,718135.869,3272790.169,298,1.684 1010,440,1124,1317,327,268,718135.869,3272790.169,257,1.01 852,236,736,1014,129,57,634111.6718,3395347.417,217,2.056 1201,584,490,916,68,28,634111.6718,3395347.417,218,2.837 1479,642,1679,1714,406,209,634111.6718,3395347.417,296,1.826 1484,866,1112,1349,220,121,634111.6718,3395347.417,303,1.938 160,0,238,441,1,8,727746.6954,3294791.469,210,1.182 1127,386,628,1003,132,91,727746.6954,3294791.469,133,1.189 1739,980,1439,1649,402,226,727746.6954,3294791.469,62,0.922 1301,748,1073,1408,639,560,727746.6954,3294791.469,133,1.449 678,556,824,916,488,436,727746.6954,3294791.469,218,1.302 1061,379,982,1231,245,179,727746.6954,3294791.469,300,1.384 1331,532,886,1219,176,122,727746.6954,3294791.469,62,0.854 190,3,283,448,33,57,727746.6954,3294791.469,138,1.206 780,459,926,1142,420,372,727746.6954,3294791.469,215,1.45 1132,316,963,1300,125,62,727746.6954,3294791.469,299,1.922 1402,517,1123,1414,189,68,727746.6954,3294791.469,69,1.638 1005,415,1074,1241,220,81,712685.9285,3312920.157,225,1.081 1193,560,631,1142,478,701,712685.9285,3312920.157,207,1.207 1844,1352,1257,1695,472,225,712685.9285,3312920.157,322,1.517 1309,543,1371,1522,274,112,712685.9285,3312920.157,209,1.398 1434,695,1285,1508,372,197,712685.9285,3312920.157,61,1.411667 1371,584,955,1255,217,120,712685.9285,3312920.157,291,1.734 1575,1031,1182,1437,423,212,712685.9285,3312920.157,49,1.229 2127,1501,1488,1905,1217,1091,712685.9285,3312920.157,229,1.194 1426,631,730,1249,164,77,712685.9285,3312920.157,299,1.96 1137,387,821,1133,232,178,689241.1175,3290312.432,237,0.529 877,224,720,1015,147,108,689241.1175,3290312.432,211,1.049 1386,598,1209,1430,365,238,689241.1175,3290312.432,133,1.091 1237,389,1003,1215,151,75,689241.1175,3290312.432,231,1.205 1286,810,553,1005,125,58,689241.1175,3290312.432,80,1.02 1555,788,1423,1619,437,226,689241.1175,3290312.432,61,1.365 2046,1494,1433,1764,931,855,689241.1175,3290312.432,131,1.635 817,286,1026,1181,180,108,689241.1175,3290312.432,137,1.165 1148,371,642,1039,113,59,689241.1175,3290312.432,301,1.476 1162,1148,1077,1226,1077,945,768867.9115,3346536.758,235,0.693 892,720,880,1019,578,463,768867.9115,3346536.758,148,0.867 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0,320,16.0 0,321,16.5 0,322,17.0 0,323,17.5 0,324,18.0 0,325,6.5 0,326,7.0 0,327,7.5 0,328,8.0 0,329,8.5 0,330,9.0 0,331,9.5 0,332,10.0 0,333,10.5 0,334,11.0 0,335,11.5 0,336,12.0 0,337,12.5 0,338,13.0 0,339,13.5 0,340,14.0 0,341,14.5 0,342,15.0 0,343,15.5 0,344,16.0 0,345,16.5 0,346,17.0 0,347,17.5 0,348,18.0 0,349,18.5 0,350,7.0 0,351,7.5 0,352,8.0 0,353,8.5 0,354,9.0 0,355,9.5 0,356,10.0 0,357,10.5 0,358,11.0 0,359,11.5 0,360,12.0 0,361,12.5 0,362,13.0 0,363,13.5 0,364,14.0 0,365,14.5 0,366,15.0 0,367,15.5 0,368,16.0 0,369,16.5 0,370,17.0 0,371,17.5 0,372,18.0 0,373,18.5 0,374,19.0 0,375,7.5 0,376,8.0 0,377,8.5 0,378,9.0 0,379,9.5 0,380,10.0 0,381,10.5 0,382,11.0 0,383,11.5 0,384,12.0 0,385,12.5 0,386,13.0 0,387,13.5 0,388,14.0 0,389,14.5 0,390,15.0 0,391,15.5 0,392,16.0 0,393,16.5 0,394,17.0 0,395,17.5 0,396,18.0 0,397,18.5 0,398,19.0 0,399,19.5 0,400,8.0 0,401,8.5 0,402,9.0 0,403,9.5 0,404,10.0 0,405,10.5 0,406,11.0 0,407,11.5 0,408,12.0 0,409,12.5 0,410,13.0 0,411,13.5 0,412,14.0 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0,504,12.0 0,505,12.5 0,506,13.0 0,507,13.5 0,508,14.0 0,509,14.5 0,510,15.0 0,511,15.5 0,512,16.0 0,513,16.5 0,514,17.0 0,515,17.5 0,516,18.0 0,517,18.5 0,518,19.0 0,519,19.5 0,520,20.0 0,521,20.5 0,522,21.0 0,523,21.5 0,524,22.0 0,525,10.5 0,526,11.0 0,527,11.5 0,528,12.0 0,529,12.5 0,530,13.0 0,531,13.5 0,532,14.0 0,533,14.5 0,534,15.0 0,535,15.5 0,536,16.0 0,537,16.5 0,538,17.0 0,539,17.5 0,540,18.0 0,541,18.5 0,542,19.0 0,543,19.5 0,544,20.0 0,545,20.5 0,546,21.0 0,547,21.5 0,548,22.0 0,549,22.5 0,550,11.0 0,551,11.5 0,552,12.0 0,553,12.5 0,554,13.0 0,555,13.5 0,556,14.0 0,557,14.5 0,558,15.0 0,559,15.5 0,560,16.0 0,561,16.5 0,562,17.0 0,563,17.5 0,564,18.0 0,565,18.5 0,566,19.0 0,567,19.5 0,568,20.0 0,569,20.5 0,570,21.0 0,571,21.5 0,572,22.0 0,573,22.5 0,574,23.0 0,575,11.5 0,576,12.0 0,577,12.5 0,578,13.0 0,579,13.5 0,580,14.0 0,581,14.5 0,582,15.0 0,583,15.5 0,584,16.0 0,585,16.5 0,586,17.0 0,587,17.5 0,588,18.0 0,589,18.5 0,590,19.0 0,591,19.5 0,592,20.0 0,593,20.5 0,594,21.0 0,595,21.5 0,596,22.0 0,597,22.5 0,598,23.0 0,599,23.5 0,600,12.0 0,601,12.5 0,602,13.0 0,603,13.5 0,604,14.0 0,605,14.5 0,606,15.0 0,607,15.5 0,608,16.0 0,609,16.5 0,610,17.0 0,611,17.5 0,612,18.0 0,613,18.5 0,614,19.0 0,615,19.5 0,616,20.0 0,617,20.5 0,618,21.0 0,619,21.5 0,620,22.0 0,621,22.5 0,622,23.0 0,623,23.5 0,624,24.0 1,0,0.5 1,1,0 1,2,0.5 1,3,1.0 1,4,1.5 1,5,2.0 1,6,2.5 1,7,3.0 1,8,3.5 1,9,4.0 1,10,4.5 1,11,5.0 1,12,5.5 1,13,6.0 1,14,6.5 1,15,7.0 1,16,7.5 1,17,8.0 1,18,8.5 1,19,9.0 1,20,9.5 1,21,10.0 1,22,10.5 1,23,11.0 1,24,11.5 1,25,1.0 1,26,0.5 1,27,1.0 1,28,1.5 1,29,2.0 1,30,2.5 1,31,3.0 1,32,3.5 1,33,4.0 1,34,4.5 1,35,5.0 1,36,5.5 1,37,6.0 1,38,6.5 1,39,7.0 1,40,7.5 1,41,8.0 1,42,8.5 1,43,9.0 1,44,9.5 1,45,10.0 1,46,10.5 1,47,11.0 1,48,11.5 1,49,12.0 1,50,1.5 1,51,1.0 1,52,1.5 1,53,2.0 1,54,2.5 1,55,3.0 1,56,3.5 1,57,4.0 1,58,4.5 1,59,5.0 1,60,5.5 1,61,6.0 1,62,6.5 1,63,7.0 1,64,7.5 1,65,8.0 1,66,8.5 1,67,9.0 1,68,9.5 1,69,10.0 1,70,10.5 1,71,11.0 1,72,11.5 1,73,12.0 1,74,12.5 1,75,2.0 1,76,1.5 1,77,2.0 1,78,2.5 1,79,3.0 1,80,3.5 1,81,4.0 1,82,4.5 1,83,5.0 1,84,5.5 1,85,6.0 1,86,6.5 1,87,7.0 1,88,7.5 1,89,8.0 1,90,8.5 1,91,9.0 1,92,9.5 1,93,10.0 1,94,10.5 1,95,11.0 1,96,11.5 1,97,12.0 1,98,12.5 1,99,13.0 1,100,2.5 1,101,2.0 1,102,2.5 1,103,3.0 1,104,3.5 1,105,4.0 1,106,4.5 1,107,5.0 1,108,5.5 1,109,6.0 1,110,6.5 1,111,7.0 1,112,7.5 1,113,8.0 1,114,8.5 1,115,9.0 1,116,9.5 1,117,10.0 1,118,10.5 1,119,11.0 1,120,11.5 1,121,12.0 1,122,12.5 1,123,13.0 1,124,13.5 1,125,3.0 1,126,2.5 1,127,3.0 1,128,3.5 1,129,4.0 1,130,4.5 1,131,5.0 1,132,5.5 1,133,6.0 1,134,6.5 1,135,7.0 1,136,7.5 1,137,8.0 1,138,8.5 1,139,9.0 1,140,9.5 1,141,10.0 1,142,10.5 1,143,11.0 1,144,11.5 1,145,12.0 1,146,12.5 1,147,13.0 1,148,13.5 1,149,14.0 1,150,3.5 1,151,3.0 1,152,3.5 1,153,4.0 1,154,4.5 1,155,5.0 1,156,5.5 1,157,6.0 1,158,6.5 1,159,7.0 1,160,7.5 1,161,8.0 1,162,8.5 1,163,9.0 1,164,9.5 1,165,10.0 1,166,10.5 1,167,11.0 1,168,11.5 1,169,12.0 1,170,12.5 1,171,13.0 1,172,13.5 1,173,14.0 1,174,14.5 1,175,4.0 1,176,3.5 1,177,4.0 1,178,4.5 1,179,5.0 1,180,5.5 1,181,6.0 1,182,6.5 1,183,7.0 1,184,7.5 1,185,8.0 1,186,8.5 1,187,9.0 1,188,9.5 1,189,10.0 1,190,10.5 1,191,11.0 1,192,11.5 1,193,12.0 1,194,12.5 1,195,13.0 1,196,13.5 1,197,14.0 1,198,14.5 1,199,15.0 1,200,4.5 1,201,4.0 1,202,4.5 1,203,5.0 1,204,5.5 1,205,6.0 1,206,6.5 1,207,7.0 1,208,7.5 1,209,8.0 1,210,8.5 1,211,9.0 1,212,9.5 1,213,10.0 1,214,10.5 1,215,11.0 1,216,11.5 1,217,12.0 1,218,12.5 1,219,13.0 1,220,13.5 1,221,14.0 1,222,14.5 1,223,15.0 1,224,15.5 1,225,5.0 1,226,4.5 1,227,5.0 1,228,5.5 1,229,6.0 1,230,6.5 1,231,7.0 1,232,7.5 1,233,8.0 1,234,8.5 1,235,9.0 1,236,9.5 1,237,10.0 1,238,10.5 1,239,11.0 1,240,11.5 1,241,12.0 1,242,12.5 1,243,13.0 1,244,13.5 1,245,14.0 1,246,14.5 1,247,15.0 1,248,15.5 1,249,16.0 1,250,5.5 1,251,5.0 1,252,5.5 1,253,6.0 1,254,6.5 1,255,7.0 1,256,7.5 1,257,8.0 1,258,8.5 1,259,9.0 1,260,9.5 1,261,10.0 1,262,10.5 1,263,11.0 1,264,11.5 1,265,12.0 1,266,12.5 1,267,13.0 1,268,13.5 1,269,14.0 1,270,14.5 1,271,15.0 1,272,15.5 1,273,16.0 1,274,16.5 1,275,6.0 1,276,5.5 1,277,6.0 1,278,6.5 1,279,7.0 1,280,7.5 1,281,8.0 1,282,8.5 1,283,9.0 1,284,9.5 1,285,10.0 1,286,10.5 1,287,11.0 1,288,11.5 1,289,12.0 1,290,12.5 1,291,13.0 1,292,13.5 1,293,14.0 1,294,14.5 1,295,15.0 1,296,15.5 1,297,16.0 1,298,16.5 1,299,17.0 1,300,6.5 1,301,6.0 1,302,6.5 1,303,7.0 1,304,7.5 1,305,8.0 1,306,8.5 1,307,9.0 1,308,9.5 1,309,10.0 1,310,10.5 1,311,11.0 1,312,11.5 1,313,12.0 1,314,12.5 1,315,13.0 1,316,13.5 1,317,14.0 1,318,14.5 1,319,15.0 1,320,15.5 1,321,16.0 1,322,16.5 1,323,17.0 1,324,17.5 1,325,7.0 1,326,6.5 1,327,7.0 1,328,7.5 1,329,8.0 1,330,8.5 1,331,9.0 1,332,9.5 1,333,10.0 1,334,10.5 1,335,11.0 1,336,11.5 1,337,12.0 1,338,12.5 1,339,13.0 1,340,13.5 1,341,14.0 1,342,14.5 1,343,15.0 1,344,15.5 1,345,16.0 1,346,16.5 1,347,17.0 1,348,17.5 1,349,18.0 1,350,7.5 1,351,7.0 1,352,7.5 1,353,8.0 1,354,8.5 1,355,9.0 1,356,9.5 1,357,10.0 1,358,10.5 1,359,11.0 1,360,11.5 1,361,12.0 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1002A,116.17,40.2865,20170601,48.08073654,2134,6835,1625003.973,1416959.964,420,0.70919323,162.6338501,282.9076843,97125.08594,0.001043523,157.7759705,-6.23878e-06,53.60550308,0.211734444,-0.676848233,0.712079525,5255 1003A,116.434,39.9522,20170601,54.89859155,2188,6877,1653776.71,1381524.305,48,0.27549094,75.46051788,284.4922485,100830.9688,0.001002024,129.9712982,-6.67928e-06,45.53746414,0.266665608,0.06917157,0.87581104,2609 1004A,116.434,39.8745,20170601,52.26638177,2200,6877,1655828.045,1372270.098,45,0.376301795,52.71779251,284.6362,100936.8047,0.001010466,138.7939606,-7.13398e-06,45.38791275,0.299402714,0.227949664,0.869679332,2420 1005A,116.473,39.9716,20170601,53.18907563,2185,6884,1656224.681,1384491.842,40,0.186894715,64.81201172,284.5065613,100880.1797,0.00101927,130.5205994,-6.75659e-06,44.79011917,0.169121414,0.079546101,0.873232245,3296 1006A,116.361,39.9425,20170601,53.87780899,2189,6866,1648488.68,1379142.177,55,0.415028334,89.74723053,284.4081421,100729.1953,0.000993201,126.2128677,-6.42526e-06,46.70851517,0.415024221,0.001850144,0.868779421,2062 1007A,116.315,39.9934,20170601,50.41736695,2181,6858,1643658.083,1384435.679,52,0.532783926,107.7722931,284.2668762,100620.9141,0.000982214,117.6309509,-5.88151e-06,47.84044647,0.507366955,-0.162596047,0.841994762,3138 1008A,116.72,40.1438,20170601,51.04366197,2157,6923,1670359.51,1409179.402,32,0.316639096,281.3189392,284.2118835,100659.0703,0.001038028,138.4461365,-7.09797e-06,46.57427216,-0.310483634,-0.06213069,0.804893494,3137 1009A,116.644,40.3937,20170601,46.92151163,2117,6911,1657945.02,1437655.317,169,0.415816933,170.0383453,283.5123596,98736.03125,0.001102607,154.2833405,-6.18209e-06,50.75003433,0.071967669,-0.409541667,0.71338582,5288 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1035A,114.3541,37.9097,20170601,52.41044776,2515,6545,1544172.496,1104256.718,326,1.017769933,56.64455795,285.2039795,98639.57031,0.001074703,128.0363464,-8.60246e-06,55.35539627,0.850102127,0.55962652,0.768948793,4667 1036A,118.1662,39.6308,20170601,47.58448753,2239,7155,1794193.98,1373720.072,30,0.678802371,193.2322235,284.0889587,101426.6172,0.000736898,184.281189,-8.81654e-06,51.74806595,-0.155372381,0.660781443,0.808539331,2423 1037A,118.144,39.643,20170601,45.89027778,2237,7151,1792159.377,1374761.464,30,0.682202995,194.4754333,284.1112671,101409.3594,0.000739086,182.9657745,-8.82367e-06,51.56108856,-0.170521781,0.660547674,0.796505332,2243 1038A,118.1853,39.6407,20170601,50.95949721,2238,7158,1795363.493,1375242.712,35,0.666424394,193.2201538,284.0407715,101410.5703,0.000737926,183.8976593,-8.82957e-06,51.91472244,-0.152402371,0.648764193,0.797506988,2512 1039A,118.2185,39.6679,20170601,49.28212291,2233,7163,1797109.869,1379074.404,31,0.631409109,194.1865387,283.9333801,101356.7422,0.000743904,181.6531982,-8.92103e-06,52.270298,-0.154741004,0.612154126,0.787240982,2393 1040A,118.1838,39.65782,20170601,55.8933518,2235,7157,1794761.495,1377245.09,23,0.657153845,194.4245148,284.01828,101379.8984,0.000741303,182.249054,-8.86001e-06,51.90407562,-0.163695231,0.636439383,0.798998117,2073 1041A,118.1997,39.6295,20170601,51.32686981,2239,7160,1796777.238,1374178.092,33,0.665033042,192.6335602,284.0272827,101417.3594,0.00073672,184.5201263,-8.8188e-06,52.00143433,-0.145448238,0.648932755,0.791115284,2999 1043A,119.7624,40.0181,20170601,27.50418994,2177,7410,1903496.867,1449599.41,33,0.651797354,115.4212189,283.00354,101085.8047,0.000714438,261.8578186,-3.80611e-05,58.62321472,0.588704646,-0.279761702,0.663945794,2835 1044A,119.6023,39.9567,20170601,38.59305556,2187,7384,1893305.169,1439250.091,16,0.535373449,127.8735886,282.9306641,100750.7813,0.000745355,246.7146149,-3.376e-05,58.48239899,0.422627807,-0.328649431,0.682995021,1835 1046A,119.5369,39.9419,20170601,36.63826816,2189,7374,1888823.631,1436241.979,8,0.472314358,127.2269135,283.1615601,100802.5938,0.000743226,236.7299347,-3.0455e-05,58.43154907,0.376097023,-0.285712928,0.681556523,2614 1047A,114.5129,36.61763,20170601,72.55013928,2721,6570,1587617.056,953010.0448,57,0.517950594,33.63252258,287.1910095,100660.4609,0.000737673,187.0337219,-9.77042e-06,52.61444092,0.286866874,0.431254238,0.808477104,2444 1048A,114.5426,36.6164,20170601,75.5491573,2721,6575,1590031.055,953344.1355,55,0.515759468,26.72362709,287.2576294,100767.0391,0.000736678,189.2630768,-9.73578e-06,52.43909454,0.231924117,0.460672349,0.802488446,2694 1049A,114.5035,36.5776,20170601,73.41736695,2728,6569,1587819.037,948101.7257,58,0.495076835,30.87116623,287.236084,100660.5781,0.000731497,188.6877289,-1.00877e-05,52.66633606,0.254021794,0.42493999,0.79543376,2499 1050A,114.4965,36.61981,20170601,70.51810585,2721,6567,1586248.191,953004.222,60,0.522804618,37.71175385,287.1472473,100565.875,0.000738263,185.5763855,-9.77771e-06,52.73729324,0.319785953,0.413595915,0.802223086,2015 1051A,115.493,38.8632,20170601,57.32777778,2362,6727,1609736.565,1236167.122,21,0.45382151,47.74733353,285.6299133,101191.0781,0.000989744,128.864624,-8.07344e-06,46.71962357,0.335905194,0.305158406,0.8721416,1915 1052A,115.5223,38.8957,20170601,56.74789916,2357,6732,1611183.934,1240519.241,17,0.467236191,46.89681625,285.6257324,101233.1563,0.000988291,128.7496796,-8.41291e-06,46.76945877,0.34113276,0.319277465,0.865892828,2754 1053A,115.4713,38.9108,20170601,58.6801676,2354,6723,1606857.795,1241483.161,19,0.485465735,65.62568665,285.5649719,101177.1875,0.000996376,124.1079941,-7.84799e-06,47.35251236,0.442188799,0.200364783,0.861819804,2911 1054A,115.4612,38.8416,20170601,57.22093023,2365,6722,1607818.668,1233073.103,21,0.444795907,51.28313446,285.6244507,101154.9141,0.000993803,128.6222076,-8.06088e-06,46.9811821,0.347043008,0.27821672,0.876563072,2389 1055A,115.442,38.8756,20170601,50.77170868,2360,6719,1605476.638,1236810.092,24,0.475105911,64.50136566,285.6015015,101157.2109,0.000996274,125.5256729,-7.90693e-06,47.43140411,0.428821683,0.204542384,0.863855243,2743 1056A,115.5214,38.8707,20170601,55.75207756,2361,6731,1611745.532,1237526.172,18,0.459951103,42.49386597,285.6372986,101214.4844,0.000986871,130.1126099,-8.39153e-06,46.66978836,0.310694754,0.339151561,0.877610922,2250 1057A,114.8985,40.8367,20170601,26.28910615,2046,6632,1515272.393,1462367.043,920,0.938503146,343.3285522,279.1560059,90271.85156,0.000821549,209.9865265,-3.5811e-06,49.03476715,-0.269316286,-0.899031103,0.484285414,3527 1059A,114.8814,40.8115,20170601,30.67267267,2050,6629,1514606.676,1459087.9,765,0.887655675,345.9730835,279.5247803,90913.33594,0.000830745,205.2168427,-3.56681e-06,48.51435471,-0.215221807,-0.8611691,0.500058711,1607 1060A,114.9032,40.7688,20170601,29.62188366,2057,6632,1517293.988,1454314.903,732,0.788001418,348.1275024,279.9213257,91569.39063,0.000856444,198.5297852,-3.54484e-06,47.89870453,-0.162186235,-0.771130264,0.502401352,2191 1061A,114.904,40.8725,20170601,29.97752809,2040,6633,1514805.616,1466735.845,902,1.004780173,341.3278198,278.6998596,89477.35938,0.00080777,216.4284363,-3.59591e-06,49.69035339,-0.321762592,-0.9518677,0.478150576,3146 1062A,117.9664,40.9161,20170601,23.53472222,2034,7123,1742668.244,1522703.128,361,0.285557777,59.21615982,281.2525635,95837.97656,0.000901264,225.9160004,-4.66914e-06,49.97110367,0.245319471,0.146156117,0.612190962,3055 1063A,117.9525,40.9843,20170601,23.03760446,2023,7120,1739704.031,1530562.888,372,0.236213982,74.86058044,280.9880981,95162.17969,0.000922693,222.1085663,-4.33684e-06,49.40387344,0.228013366,0.061700508,0.596278071,3443 1064A,117.963,40.9359,20170601,32.35972222,2030,7122,1741854.775,1524996.111,404,0.263637125,64.08573151,281.1552734,95583.27344,0.000908621,224.5165863,-4.54778e-06,49.76586914,0.237124324,0.115224048,0.611416996,4011 1065A,117.8184,40.9733,20170601,26.00983146,2024,7099,1730033.055,1526887.49,447,0.533103108,79.24391174,280.9381714,95493.07813,0.001018807,217.4887848,-3.99259e-06,50.00828552,0.523732722,0.099513598,0.620603979,3845 1066A,117.9384,41.0112,20170601,27.04519774,2018,7118,1737894.456,1533510.946,384,0.231628314,84.36236572,280.8522034,94833.22656,0.000936639,221.4330139,-4.24276e-06,49.28611755,0.230506957,0.022764392,0.589861631,4430 1067A,116.6838,39.5178,20170601,45.49159664,2257,6917,1684335.023,1334059.153,17,0.669777513,3.102200031,285.3367004,101485.4297,0.001031511,185.1394653,-8.91056e-06,46.43391037,0.036245476,0.668796062,0.894027174,2826 1068A,116.7729,39.5747,20170601,42.60393258,2248,6932,1689617.989,1342357.198,14,0.69102627,0.678993583,285.2820129,101536.25,0.001078529,187.1360474,-9.09951e-06,46.61048889,0.008191353,0.690977752,0.875583827,3295 1070A,116.7464,39.5343,20170601,46.71830986,2255,6927,1688676.496,1337096.298,15,0.685273647,2.063803434,285.3218994,101502.4609,0.001052768,189.2041473,-9.0666e-06,46.73443604,0.024677454,0.684829175,0.876384199,2900 1071A,116.8854,38.2991,20170601,49.09749304,2452,6950,1732520.575,1192780.49,9,1.185975075,203.5504456,285.6523132,101553.2891,0.000931695,180.4525604,-9.50657e-06,50.57389832,-0.473850638,1.08719933,0.841551185,1938 1072A,116.8584,38.3254,20170601,47.80055402,2448,6945,1729712.705,1195425.204,10,1.189601421,203.3277283,285.6799927,101562.4922,0.000925066,180.3520813,-9.42188e-06,50.51550293,-0.471057355,1.092362881,0.839398623,2171 1073A,116.8709,38.3228,20170601,54.73184358,2448,6947,1730755.299,1195336.823,9,1.189467311,203.3088531,285.6641235,101564.7656,0.000926884,180.3038177,-9.42345e-06,50.5304451,-0.470644176,1.092394948,0.85095942,2064 1074A,115.6951,37.7575,20170601,58.14285714,2539,6759,1653497.29,1107962.694,22,1.171304941,207.1447449,286.6327515,101397.5391,0.000760664,202.3623657,-1.17335e-05,49.35187531,-0.534381628,1.042301178,0.857591271,2515 1075A,115.6426,37.7379,20170601,63.57938719,2542,6751,1649861.277,1104751.109,22,1.160543799,206.9411774,286.6635437,101373.5625,0.000767126,202.7361755,-1.1905e-05,49.30101013,-0.525799572,1.034599781,0.857527614,2870 1076A,115.6906,37.739,20170601,61.18333333,2542,6758,1653612.94,1105688.704,23,1.175037026,207.3005524,286.637146,101386.4922,0.000766754,202.8595123,-1.18784e-05,49.38758087,-0.53892535,1.044160604,0.860339403,2074 1077A,114.4821,37.0967,20170601,74.24929972,2645,6565,1573699.917,1009473.467,73,0.784852684,56.6906395,286.5733337,100195.5781,0.000809905,162.1003723,-8.74116e-06,52.13700485,0.655902684,0.431028306,0.78845191,3407 1078A,114.5261,37.0533,20170601,69.78910615,2652,6572,1578246.806,1005016.69,66,0.719194293,48.03390503,286.7686768,100496.375,0.000814298,169.0746307,-9.01153e-06,51.70103073,0.534738362,0.480931759,0.80171752,2787 1079A,114.5331,37.0964,20170601,77.58595989,2645,6573,1577772.38,1010255.645,63,0.722749174,46.28990555,286.741272,100519.875,0.000811932,167.5183258,-8.96764e-06,51.57893372,0.522424042,0.49943918,0.792474091,3384 1080A,114.4854,37.062,20170601,68.37955182,2650,6566,1574792.451,1005398.511,76,0.769093096,55.5141449,286.6465454,100286.4063,0.000811564,164.4893494,-8.83304e-06,52.05469131,0.633924842,0.435480744,0.792172372,2071 1081A,112.522,37.8873,20170601,63.20200573,2518,6252,1400116.06,1074131.886,789,0.351269156,142.4073334,282.8933716,91141.88281,0.001105974,143.0342102,-5.57305e-06,52.66632462,0.214309961,-0.278318644,0.521944702,2009 1083A,112.434,38.0108,20170601,50.17329545,2498,6237,1390508.729,1087657.99,887,0.559365928,97.60449219,281.4598694,89016.79688,0.001351818,152.6072235,-4.84214e-06,54.33678055,0.554450095,-0.073995315,0.481554806,4129 1084A,112.469,37.7124,20170601,76.31481481,2546,6243,1399684.64,1052458.545,770,0.391314059,157.9328003,282.8416138,90310.10938,0.001006434,135.7093811,-6.25103e-06,51.44281387,0.147043794,-0.36263594,0.511800647,2824 1085A,112.5583,37.7394,20170601,58.13936782,2542,6257,1406180.472,1056962.193,773,0.233418897,344.4013062,283.4790344,91541.60156,0.000926575,138.4499817,-6.31353e-06,51.36520004,-0.062784836,-0.224816471,0.519560695,2969 1086A,112.5369,37.8692,20170601,65.43201133,2521,6254,1401684.55,1072179.323,788,0.334386617,151.2243347,282.959198,91149.10156,0.001070591,142.3695221,-5.67258e-06,52.47053146,0.160990313,-0.293081105,0.50754863,1947 1087A,112.57,37.8195,20170601,62.8782235,2529,6259,1405376.252,1066708.03,786,0.319642693,177.1777954,283.1853638,91309.27344,0.000980009,141.3523102,-5.93812e-06,51.98262024,0.015767714,-0.319253564,0.511066437,1775 1088A,112.549,37.9854,20170601,57.60422535,2502,6256,1400132.117,1086251.917,822,0.273020446,102.5704422,282.8140564,91173.55469,0.001138521,147.1578522,-5.05958e-06,53.4700737,0.266479075,-0.059406016,0.494856417,3155 1089A,112.488,37.7805,20170601,67.54843305,2535,6246,1399725.925,1060873.397,787,0.506280482,156.6732941,282.6539001,90270.96875,0.001074885,137.1691589,-6.10227e-06,51.81279373,0.200511262,-0.464881897,0.501628935,2474 1090A,111.651,40.7579,20170601,34.55742297,2059,6112,1272205.141,1406838.292,1032,0.480284065,174.4728241,280.5791931,89050.00781,0.000670869,165.0842743,-4.64752e-06,42.45566559,0.046302769,-0.478046894,0.400845587,2177 1091A,111.658,40.8033,20170601,36.70612813,2052,6113,1271799.182,1412395.029,1047,0.64222759,168.9503174,280.3956909,88754.35938,0.000686376,172.7218628,-4.59743e-06,43.12671661,0.123144269,-0.630310833,0.413114309,1389 1092A,111.659,40.8452,20170601,36.20612813,2045,6113,1271011.17,1417452.957,1065,0.759677112,164.9285889,279.759613,87643.83594,0.000700155,180.3152008,-4.55001e-06,43.81771469,0.197595403,-0.733529389,0.405095398,1987 1093A,111.608,40.8144,20170601,45.11331445,2050,6105,1267790.187,1413085.414,1053,0.743772686,164.3409271,280.040802,88076.39063,0.00070384,174.5379944,-4.60524e-06,43.45690536,0.200814128,-0.716150463,0.396783859,1946 1094A,111.751,40.8369,20170601,38.55774648,2046,6128,1278134.455,1417647.034,1068,0.613084853,172.1980591,280.0837097,88321.92188,0.000671681,180.0339966,-4.51346e-06,43.51042175,0.083279334,-0.607402325,0.388767004,2219 1095A,111.7277,40.8062,20170601,31.32590529,2051,6124,1277009.198,1413648.174,1054,0.553308249,174.0455322,280.4075317,88840.03125,0.000671471,174.2926178,-4.5613e-06,43.03878403,0.0574481,-0.550317824,0.401169062,2271 1096A,111.551,40.7866,20170601,47.61559889,2054,6096,1264049.635,1409003.431,1061,0.732593179,162.3698578,280.0075989,87935.23438,0.000709469,169.8008575,-4.65631e-06,43.23674393,0.221939936,-0.698165774,0.399120927,2130 1097A,111.717,40.7612,20170601,35.41242938,2058,6123,1277130.917,1408091.765,1043,0.394788593,357.4675598,280.5509033,89054.10156,0.000661266,166.6556396,-4.61145e-06,42.33866882,-0.017479463,-0.394401431,0.402627587,2312 1098A,123.6836,41.9339,20170601,26.52638889,1871,8037,2129556.98,1755592.0,125,0.876135111,0.49298948,280.3681641,100458.2188,0.001152093,283.7866211,-9.02257e-06,52.2916832,0.007538188,0.876102686,0.544104815,2857 1099A,123.535,41.7561,20170601,38.46111111,1899,8014,2125064.261,1731543.178,52,0.864560127,184.8525391,280.6159973,100931.125,0.001125928,269.4874878,-8.46305e-06,51.41911697,-0.073132396,0.861461461,0.558077097,2960 1100A,123.439,41.7089,20170601,36.12638889,1907,7998,2119763.498,1723938.092,44,0.84405303,182.6966858,280.7333984,101100.0703,0.001112594,269.436676,-8.63853e-06,50.94733429,-0.039709948,0.84311837,0.575883746,2433 1102A,123.542,41.8336,20170601,30.66997167,1887,8015,2122856.064,1740776.091,56,0.859084368,181.4778137,280.6018066,100910.4297,0.001130205,275.5848083,-8.53349e-06,51.31137848,-0.022155104,0.858798623,0.561574757,2468 1103A,123.428,41.8472,20170601,31.03651685,1885,7996,2114140.965,1739912.225,50,0.835658491,3.99313736,280.6773682,101048.8359,0.001111497,280.2225037,-8.59948e-06,50.39046478,0.058191247,0.833629966,0.558842957,3040 1104A,123.41,41.765,20170601,38.61699164,1898,7994,2115706.35,1729888.82,43,0.828971922,1.479269505,280.7277832,101098.9844,0.001110342,275.3372803,-8.63597e-06,50.45639801,0.021399353,0.828695655,0.582520604,2436 1105A,123.478,41.7775,20170601,34.99164345,1896,8004,2120191.03,1732819.701,48,0.844963849,181.2673645,280.6740417,101021.7422,0.001120052,272.8754578,-8.53062e-06,50.82132339,-0.018687231,0.84475714,0.570454121,2136 1106A,123.3997,41.7972,20170601,38.97206704,1893,7992,2113838.332,1733441.871,47,0.822690725,3.805352211,280.7196655,101090.9219,0.001108439,278.0549927,-8.64848e-06,50.32461929,0.054598246,0.820877016,0.575678408,1586 1108A,123.3783,41.9228,20170601,34.71727019,1872,7989,2107914.594,1747707.935,48,0.83898133,9.385151863,280.6687012,101060.6953,0.001095354,287.2320251,-8.63452e-06,49.98429871,0.136808962,0.827751756,0.554728389,3093 1109A,121.6119444,38.97388889,20170601,30.28830084,2344,7706,2076360.891,1364078.986,23,0.200011507,115.6109848,284.403717,101277.9688,0.000439464,492.7960205,-9.28801e-05,61.71054459,0.180365443,-0.086445987,0.628965855,2263 1110A,121.565,38.95111111,20170601,28.5,2348,7698,2073528.812,1360414.358,27,0.202048704,113.3042221,284.4041138,101105.7891,0.000428921,504.8711853,-9.69823e-05,61.75147629,0.185569659,-0.079922333,0.641193926,2532 1111A,121.5638889,38.885,20170601,28.35180055,2358,7698,2075594.463,1352631.914,38,0.244522199,111.6177979,284.4536133,101045.5469,0.000425188,513.6858521,-0.000101538,61.83102036,0.227328181,-0.0900722,0.650078833,2716 1112A,121.6330556,38.91194444,20170601,30.51815642,2354,7709,2079987.485,1357256.377,46,0.282652378,113.857338,284.4724426,101299.0703,0.00044155,503.0411987,-9.79461e-05,61.74584961,0.258507937,-0.114306651,0.625500381,2470 1113A,121.625,38.86388889,20170601,25.54366197,2362,7708,2080940.256,1351447.218,26,0.297588795,113.5048523,284.4838867,101284.4922,0.000440985,514.1121216,-0.000102745,61.78464508,0.272903681,-0.118670449,0.636235833,5164 1114A,121.5180556,38.85611111,20170601,26.56786704,2363,7691,2073038.628,1348273.928,24,0.215485036,109.3980713,284.492218,100957.6875,0.000413171,519.9678345,-0.00010416,61.92812347,0.203256816,-0.07155744,0.646775424,3366 1115A,121.2588889,38.80805556,20170601,26.59773371,2371,7649,2054810.717,1337188.296,16,0.055798065,60.41362381,284.6854553,101431.5781,0.000366197,498.5209656,-8.64496e-05,61.68934631,0.048521832,0.027550969,0.638872385,3905 1117A,121.7769,39.0511,20170601,29.50833333,2332,7732,2086380.808,1376633.089,36,0.22735922,121.3709869,284.0149536,101059.1094,0.000464833,449.9803772,-7.95607e-05,61.49964142,0.194130003,-0.118345924,0.629770041,2882 1118A,121.9769,39.0631,20170601,25.05477528,2330,7764,2101175.915,1382302.305,22,0.332625717,119.8187866,283.7857971,101264.1484,0.000470483,433.2407532,-7.18987e-05,61.11878967,0.288597077,-0.16538316,0.610258937,5345 1119A,125.323,43.9167,20170601,30.47464789,1553,8300,2173758.545,2023400.317,214,1.332660198,44.47698212,277.7146606,99044.82031,0.001096506,265.1932373,-1.02064e-05,59.26754379,0.933670282,0.950917006,0.465223789,1750 1120A,125.287,43.91,20170601,31.19134078,1554,8294,2171509.168,2021822.145,221,1.341006994,44.61652374,277.7460938,99074.32813,0.001087155,266.0755005,-1.04008e-05,59.1226387,0.941845536,0.954581976,0.473524392,2157 1121A,125.2786,43.84,20170601,32.66760563,1566,8293,2173527.286,2013464.141,228,1.351730108,44.96036148,277.7688599,99040.33594,0.001096958,267.8677063,-1.20344e-05,59.49041367,0.955133975,0.956500649,0.478527367,2189 1122A,125.3649,43.8748,20170601,29.41114458,1560,8306,2178227.372,2019437.433,198,1.324145079,44.50125122,277.6734619,98947.71094,0.00111393,265.17453,-1.06744e-05,59.65094757,0.928104579,0.944447994,0.473441273,1843 1123A,125.325,43.8694,20170601,31.45596591,1561,8300,2175657.624,2017923.138,213,1.338708639,44.75065613,277.7271729,99009.95313,0.001105189,266.1532593,-1.10318e-05,59.51631165,0.942459583,0.950742185,0.468061507,2501 1124A,125.454,43.7878,20170601,22.37073864,1574,8321,2187664.251,2011264.353,242,1.296965241,44.60767365,277.5579529,98681.42969,0.001147033,263.9197083,-1.01526e-05,60.41678619,0.910770535,0.92337203,0.468828708,3106 1125A,125.633,43.55,20170601,26.19602273,1612,8349,2209040.299,1987533.649,221,1.301642656,41.46250534,277.507019,98710.07813,0.001216662,256.736908,-8.99204e-06,61.24198151,0.86183548,0.975455284,0.457995176,3629 1126A,125.417,43.8667,20170601,34.31728045,1561,8315,2182147.051,2019648.122,212,1.3043046,44.22899628,277.594696,98838.07031,0.001129022,263.966217,-1.03284e-05,59.92636871,0.909767389,0.934630275,0.484565318,2409 1127A,125.25,43.8167,20170601,26.91520468,1569,8288,2172404.572,2010111.368,208,1.359662056,45.00798798,277.8009338,99072.00781,0.00109049,269.1202393,-1.28545e-05,59.46441269,0.961538076,0.961314499,0.478931129,2408 1128A,125.217,43.85,20170601,27.01971831,1564,8283,2168874.945,2013270.564,215,1.360637546,44.88332748,277.8160095,99117.67969,0.00107708,268.9192505,-1.18619e-05,59.16466522,0.960132599,0.964095354,0.473345518,2004 1129A,126.542,45.755,20170601,32.56527778,1259,8495,2187092.809,2264692.215,115,1.222982526,50.12163925,276.0447998,99902.85938,0.000711808,211.2042847,-6.9082e-06,61.15317154,0.93850559,0.784151495,0.401894063,2315 1130A,126.561,45.8167,20170601,27.96121884,1249,8498,2185976.788,2272291.929,117,1.197531819,51.73068619,275.9894714,100001.2734,0.000710105,209.7124176,-7.10396e-06,61.15815353,0.940172374,0.741726696,0.412337601,2548 1131A,126.979,45.5422,20170601,33.17847025,1293,8565,2224665.012,2249767.507,142,1.1245296,36.37899017,275.5332336,99554.6875,0.00081715,212.2166138,-6.81518e-06,64.67676544,0.666968286,0.905384004,0.432353258,1812 1133A,126.689,45.7733,20170601,34.81805556,1256,8518,2196219.656,2270099.222,127,1.234857917,46.91785049,275.8401794,99835.10938,0.000724032,211.1270752,-7.18747e-06,61.61277008,0.901889026,0.843486905,0.407940894,1376 1134A,126.635,45.7667,20170601,32.13547486,1257,8510,2192863.497,2268125.751,130,1.230559111,48.00048447,275.8968506,99870.67188,0.000719989,211.1055908,-7.07197e-06,61.44894028,0.914470315,0.823419571,0.405226946,1120 1135A,126.685,45.7319,20170601,35.66852368,1263,8518,2197560.412,2265196.376,146,1.257589221,45.33588409,275.9059753,99723.54688,0.000729689,211.7245789,-6.93249e-06,61.67489624,0.894426882,0.884042501,0.416167617,1737 1136A,126.646,45.7258,20170601,37.67694805,1264,8511,2195186.437,2263615.338,149,1.253280044,46.32527924,275.9520264,99754.95313,0.000725031,211.8538971,-6.88147e-06,61.55596924,0.906441569,0.865490913,0.411220342,1850 1137A,126.593,45.7478,20170601,37.80972222,1260,8503,2190785.417,2264990.9,125,1.233011007,48.54213715,275.9775391,99857.80469,0.000717233,211.4166107,-6.93665e-06,61.31793594,0.924050808,0.816361547,0.415853322,1449 1138A,126.615,45.61,20170601,34.97091413,1282,8506,2197599.803,2249456.22,173,1.260065436,45.63877869,275.92453,99456.64844,0.000739872,213.9514923,-6.47235e-06,61.83914566,0.900858164,0.881033182,0.415826917,2617 1139A,126.6106,45.9819,20170601,34.13841808,1223,8506,2182889.844,2292608.284,123,1.129419446,56.13928223,275.8691101,99987.07031,0.000711028,206.6298523,-7.97826e-06,61.24607849,0.937845528,0.629312396,0.398237228,1854 1140A,126.6206,45.6842,20170601,34.80031447,1271,8507,2195098.687,2258210.345,170,1.262706518,45.98751068,275.9935303,99663.23438,0.000727427,212.6598663,-6.71286e-06,61.62557983,0.908103049,0.877369165,0.421420425,2099 1141A,121.4,31.238,20170601,40.8079096,3582,7672,2308085.387,459407.1665,7,1.078588367,263.979248,288.8809204,101650.2109,0.001983516,341.953064,-2.49082e-05,75.36515808,-1.072633982,0.113177918,0.649101734,2562 1142A,121.478,31.2036,20170601,43.17563739,3588,7684,2315832.213,457284.2308,10,1.080632925,263.397583,288.9226074,101647.5547,0.001997873,352.5625916,-2.82058e-05,75.58149719,-1.073460817,0.124296024,0.63635695,1842 1143A,121.467,31.3008,20170601,38.97262248,3572,7683,2311805.803,468209.5881,7,1.101606488,262.9876404,288.9433899,101649.1719,0.001934772,358.8995972,-3.26369e-05,75.54244995,-1.093360543,0.134534463,0.64725107,2577 1144A,121.412,31.1654,20170601,41.32285714,3594,7674,2311410.318,451335.3315,7,1.049924374,264.1340332,288.8684387,101644.3047,0.002043706,341.5586853,-2.4569e-05,75.45054626,-1.04442203,0.107349247,0.641874135,2660 1145A,121.536,31.2659,20170601,40.78813559,3578,7694,2318797.274,465819.5687,7,1.105717778,262.5270996,288.9989319,101649.5078,0.001952073,375.844574,-3.87511e-05,75.64382935,-1.096320271,0.143853471,0.633812547,1852 1146A,120.978,31.0935,20170601,48.90921788,3605,7604,2276568.048,432926.741,3,1.134941697,269.9763184,288.7773743,101668.9609,0.001936015,308.4819031,-3.44612e-05,74.07064819,-1.134941578,0.00052182,0.681437254,3215 1147A,121.425,31.2261,20170601,41.84261838,3584,7676,2310595.562,458625.3112,10,1.076615334,263.7683411,288.881958,101648.6406,0.001991,345.5020142,-2.61719e-05,75.44211578,-1.070248723,0.116911449,0.653249979,2392 1148A,121.703,31.1907,20170601,36.71126761,3590,7720,2335439.812,461126.0509,4,1.371918678,263.9904785,289.4405212,101691.0469,0.001936592,437.2162781,-6.20038e-05,75.67650604,-1.364373088,0.143690243,0.614477754,3420 1149A,121.533,31.2284,20170601,39.66384181,3584,7693,2319735.652,461434.619,8,1.100723267,262.7807617,288.9947205,101648.5391,0.001971258,370.8068542,-3.59229e-05,75.64474487,-1.091991425,0.138370633,0.645522475,2402 1150A,121.577,31.2071,20170601,40.78472222,3587,7700,2324167.601,460024.3326,3,1.130100608,262.7351379,289.105072,101655.9688,0.001969476,387.7877808,-4.23951e-05,75.65406036,-1.121022224,0.142955974,0.642294884,3352 1151A,118.803,32.1083,20170601,43.03641457,3443,7256,2060789.639,502334.9274,24,1.113111734,264.9004211,288.13797,101400.0156,0.002390687,242.984787,-2.04458e-05,68.42819977,-1.108701348,0.09898939,0.780806124,3173 1152A,118.749,32.0572,20170601,39.61416185,3451,7248,2057669.984,495264.9239,15,1.118335962,264.9707336,288.1726074,101391.5859,0.002373687,241.2114563,-2.07366e-05,68.25093079,-1.11402607,0.098087475,0.783808053,2572 1153A,118.778,32.0723,20170601,42.57244318,3449,7252,2059700.302,497627.2418,16,1.119075537,264.8840332,288.157135,101389.5313,0.002378167,241.9047089,-2.05532e-05,68.34951019,-1.114613056,0.099838696,0.772660017,2728 1154A,118.777,32.0144,20170601,39.8255814,3458,7252,2061275.899,490878.6042,17,1.136381865,264.4804993,288.2111206,101415.7656,0.002364999,241.1607819,-2.05117e-05,68.40370941,-1.131108284,0.109351724,0.783036828,2327 1155A,118.803,32.0314,20170601,47.42318436,3455,7256,2062997.616,493399.3767,12,1.134877086,264.4506531,288.184967,101407.2031,0.002369686,241.9085846,-2.03041e-05,68.49415588,-1.129553437,0.109795034,0.780192792,2259 1156A,118.795,32.0775,20170601,48.81395349,3448,7255,2060994.732,498587.9665,13,1.120778441,264.7900391,288.1511536,101391.4688,0.002381502,242.3991241,-2.04295e-05,68.42763519,-1.116143703,0.10182175,0.77449429,2652 1157A,118.626,32.0878,20170601,38.83383686,3446,7228,2046347.497,496252.9203,38,1.059375405,266.2998962,288.1353455,101181.7188,0.002397407,239.8341217,-1.86948e-05,68.09899139,-1.057164073,0.068412669,0.776954234,3913 1158A,118.737,32.0092,20170601,46.43521127,3459,7246,2058024.869,489435.964,8,1.132401824,264.6637268,288.2364197,101423.7813,0.002364973,240.427475,-2.06769e-05,68.27670288,-1.127489448,0.105363622,0.783305407,2719 1159A,118.907,32.105,20170601,37.08189655,3443,7273,2069710.824,504137.4008,25,1.129577279,264.0560608,288.1342163,101281.9219,0.002416553,245.4673462,-1.9872e-05,68.91624451,-1.123499274,0.117022552,0.779545009,3755 1160A,120.561,31.2472,20170601,40.37883008,3581,7538,2236141.578,441066.2672,46,1.652379394,269.1838684,289.5220032,101562.1641,0.001781626,346.0613708,-6.66594e-05,71.97569275,-1.652210712,0.023611957,0.720286489,4355 1161A,120.628,31.2864,20170601,41.43156425,3574,7548,2240662.824,447114.317,7,1.441110253,270.0965271,289.2358093,101578.2109,0.001763128,328.2744446,-5.02552e-05,72.25830078,-1.441108346,-0.002361435,0.723933101,2363 1162A,120.591,31.3019,20170601,45.21527778,3572,7543,2237024.906,448059.2928,8,1.530174613,269.3577271,289.3453064,101564.0,0.001756569,331.8258057,-5.31021e-05,72.07091522,-1.530077696,0.01722341,0.712134421,2333 1163A,120.596,31.3264,20170601,43.19230769,3568,7543,2236698.632,450999.6638,7,1.496544957,269.1057129,289.2918396,101586.0938,0.001770476,328.2316589,-4.93678e-05,72.03697205,-1.496361494,0.023426285,0.728493512,2575 1164A,120.613,31.2703,20170601,39.79469274,3577,7546,2239876.582,444915.2358,6,1.484794617,270.0042725,289.3019409,101580.1016,0.001767269,332.7530212,-5.47025e-05,72.21630859,-1.484794617,-4.17689e-05,0.710166276,2495 1165A,120.543,31.2994,20170601,40.22777778,3572,7535,2233000.766,446679.0467,7,1.694848657,268.4058838,289.5557251,101547.4375,0.001747284,339.7496948,-6.02197e-05,71.79953003,-1.694190621,0.04722571,0.718467355,2552 1166A,120.669,31.3097,20170601,39.40363128,3571,7555,2243447.141,450737.4049,5,1.345791817,270.2224426,289.0808411,101616.1172,0.001774447,319.516571,-4.18109e-05,72.46854401,-1.345781922,-0.005162416,0.711461306,2826 1167A,120.641,31.3708,20170601,39.74515235,3561,7551,2239173.479,457147.214,2,1.321242332,269.2276306,289.0168762,101649.5859,0.001808774,317.5026245,-3.80527e-05,72.2419281,-1.321121454,0.017870884,0.728561103,3169 1168A,120.913,31.96,20170601,38.12824207,3466,7594,2244017.052,531372.8095,3,1.157897353,262.6371155,288.4204102,101700.0938,0.002062357,319.198822,-3.18529e-05,73.17723846,-1.148343444,0.148437008,0.704843402,3235 1169A,120.86,32.0005,20170601,37.98735955,3460,7586,2238273.183,534842.8767,5,1.13609612,262.4923401,288.3467407,101696.8594,0.002078181,314.2708435,-2.91968e-05,72.95754242,-1.126350522,0.148488939,0.706392765,2744 1170A,120.87,32.02,20170601,34.07799443,3457,7587,2238511.318,537323.846,7,1.116045117,262.2901611,288.3232422,101695.7031,0.002089722,313.9808044,-2.86828e-05,72.97457886,-1.105949879,0.149771631,0.694758892,2304 1172A,120.81,32.0417,20170601,36.4957265,3453,7578,2232765.324,538466.3995,5,1.08083725,262.1073914,288.2396545,101693.6094,0.002118569,307.8841553,-2.43203e-05,72.72140503,-1.070592403,0.148462251,0.703569531,2223 1173A,119.176,34.5885,20170601,42.12256267,3046,7316,2019845.744,799261.05,5,0.808309436,243.9462128,286.9439087,101566.2344,0.001325007,254.9545135,-1.93785e-05,64.7420578,-0.726159155,0.355045199,0.711947203,2541 1177A,117.167,34.2761,20170601,66.15223464,3096,6995,1863411.971,722945.5328,39,1.082059622,239.4601135,287.5498657,101259.1094,0.001606595,208.2361145,-1.35953e-05,62.66415024,-0.931934714,0.549864292,0.819704533,2431 1178A,117.192,34.2417,20170601,62.62464986,3101,6999,1866405.805,719380.6569,39,1.07820034,240.1565552,287.5435181,101265.0938,0.001635063,208.5312195,-1.34286e-05,62.84805298,-0.935201764,0.536575735,0.810628355,3470 1180A,117.256,34.2153,20170601,58.55555556,3106,7009,1872410.371,717498.8861,37,1.067156792,241.0869598,287.526001,101319.5625,0.00166982,209.2604218,-1.35686e-05,62.99317169,-0.934124291,0.515980005,0.793101192,3533 1181A,117.244,34.2911,20170601,66.16428571,3094,7007,1869368.363,726169.4828,53,1.073421001,239.8292542,287.5418091,101317.0625,0.001620726,209.263916,-1.41703e-05,62.70018387,-0.927989662,0.539507031,0.802675426,2305 1182A,117.2933,34.2778,20170601,67.94117647,3096,7015,1873800.709,725547.0071,38,1.065492511,240.4212341,287.5091248,101328.3672,0.001641876,209.3422546,-1.38517e-05,62.7490654,-0.926618814,0.525976956,0.810331285,3063 1184A,119.46,32.3878,20170601,47.79369628,3398,7362,2108260.386,548741.6146,8,1.05290091,258.3102112,288.1564331,101634.5703,0.002593438,259.0297241,-1.97964e-05,69.10820007,-1.03105402,0.213372678,0.775831461,2278 1185A,119.404,32.41,20170601,43.72058824,3394,7353,2102879.537,550119.7312,12,1.06448853,258.0456543,288.1752625,101605.5938,0.002589911,259.0968933,-1.95293e-05,69.16434479,-1.041394114,0.220531493,0.78359437,3254 1186A,119.389,32.3761,20170601,46.29279279,3400,7350,2102611.502,545861.5699,7,1.056780815,258.4685364,288.1877136,101642.8281,0.002580811,258.9778137,-2.04407e-05,69.28695679,-1.035441279,0.211298689,0.781100869,2671 1188A,120.269,31.4867,20170601,39.27620397,3542,7491,2203891.366,462118.0973,4,1.739105701,264.594696,289.5806274,101519.4922,0.001781077,346.1542664,-6.68735e-05,70.07304382,-1.731365085,0.163900241,0.741462946,4727 1189A,120.275,31.6219,20170601,42.90625,3521,7492,2200293.156,477876.4342,3,1.295582056,265.0903015,288.9356689,101614.1641,0.001821463,316.0049133,-4.37446e-05,70.39360046,-1.29082346,0.110939883,0.741893291,2283 1190A,120.294,31.56,20170601,43.77966102,3530,7495,2203793.799,471148.3756,8,1.457497716,265.3551636,289.1346436,101574.5078,0.001797102,325.6673584,-5.03285e-05,70.34750366,-1.45270586,0.118090548,0.726024687,2273 1191A,120.242,31.5031,20170601,45.41292135,3540,7487,2201090.755,463407.8035,29,1.685083747,264.2542114,289.5232239,101495.2813,0.00179221,346.645813,-6.75683e-05,69.94046783,-1.676610351,0.168775275,0.731709003,2664 1192A,120.354,31.5848,20170601,47.23011364,3527,7505,2208148.792,475361.1,5,1.360104203,265.8167725,289.0026855,101634.0,0.001826354,315.2738647,-4.04245e-05,70.69758606,-1.356476307,0.099274106,0.731728971,2739 1193A,120.354,31.5475,20170601,42.00139665,3532,7505,2209286.177,471051.4473,5,1.474445462,265.7662354,289.1332092,101617.7656,0.00180756,319.4313049,-4.36141e-05,70.63874054,-1.470417142,0.1089174,0.733866453,2705 1194A,120.245,31.5631,20170601,46.98314607,3530,7487,2199524.887,470408.6975,20,1.451959491,264.6549683,289.1764526,101540.4531,0.001797434,331.5303955,-5.63425e-05,70.10752869,-1.445640206,0.135317311,0.73156029,3859 1195A,120.288,31.6842,20170601,47.45224719,3511,7494,2199504.356,485369.1025,4,1.215592742,264.4580688,288.804657,101701.6016,0.001867623,302.5334473,-3.32198e-05,70.60146332,-1.209905744,0.117447242,0.735167563,2942 1196A,119.996,31.7586,20170601,46.04481793,3499,7447,2172421.798,487478.4431,4,1.1553303,261.3725586,288.692749,101678.125,0.001914978,282.2326965,-2.48103e-05,69.73713684,-1.14225018,0.173357278,0.752935469,2368 1200A,119.935,31.7039,20170601,43.56005587,3507,7438,2168876.566,479800.8627,5,1.183915377,261.4901123,288.6828613,101629.7188,0.001872173,288.6053467,-3.31543e-05,69.73280334,-1.170873523,0.175245017,0.748586833,3139 1201A,119.905,31.9108,20170601,48.17130919,3474,7433,2160118.712,503091.8008,5,1.084443688,261.1506653,288.4787903,101664.5547,0.002101663,271.9251709,-2.47128e-05,69.70951843,-1.071527839,0.166872069,0.763816118,3828 1203A,119.68,32.1883,20170601,51.92178771,3430,7397,2132762.946,530337.4483,19,1.049262047,261.1204224,288.2279053,101589.1406,0.00244211,261.6349792,-2.29112e-05,69.40813446,-1.036679745,0.162005737,0.762907147,3157 1204A,119.491,32.215,20170601,46.08888889,3426,7367,2115982.529,529348.7991,14,1.037587166,260.7250061,288.1010437,101552.3203,0.002504705,259.5843506,-2.32828e-05,69.39672089,-1.02401495,0.167273566,0.778085232,3445 1205A,119.43,32.1319,20170601,53.00555556,3439,7357,2113269.784,518393.0431,31,1.03555131,261.5003052,288.1333618,101385.2109,0.002452063,255.5625916,-2.14748e-05,69.52696228,-1.024171114,0.153101444,0.773493886,3318 1206A,119.9,32.4867,20170601,45.3875,3382,7432,2142405.827,569738.2548,6,0.998357356,258.7586365,287.8560181,101693.25,0.002617253,254.0509644,-1.39746e-05,69.46192932,-0.979195654,0.194661826,0.75205183,2809 1207A,119.9219,32.4611,20170601,46.7261236,3386,7435,2145019.393,567246.0861,4,0.999828398,259.0179443,287.8745728,101688.6641,0.002606904,255.2181396,-1.47951e-05,69.54936981,-0.981510639,0.190509111,0.765233815,2735 1209A,119.888,32.4639,20170601,55.42896936,3386,7430,2142080.254,566831.3799,3,1.003367186,258.8575439,287.8908691,101686.2188,0.00261259,255.0440063,-1.5001e-05,69.44334412,-0.984445691,0.193939552,0.766198397,3361 1210A,119.036,33.5981,20170601,43.71126761,3204,7294,2037268.846,680675.1667,13,1.035090566,254.3633728,287.4054871,101607.4219,0.001690594,239.982254,-1.75831e-05,66.19241333,-0.996771634,0.279031903,0.764626145,2351 1211A,119.007,33.575,20170601,45.62465374,3208,7289,2035531.907,677378.9961,11,1.068981528,254.8045654,287.50354,101600.6563,0.001699836,241.8061829,-1.87383e-05,66.16108704,-1.031596303,0.280232877,0.759972751,2919 1212A,118.989,33.6067,20170601,49.74859551,3203,7286,2033114.729,680705.1361,14,1.058212042,254.3706665,287.4717102,101595.4922,0.001689018,241.3416901,-1.88418e-05,66.0517807,-1.019073486,0.28513509,0.75478369,3783 1213A,119.135,33.5039,20170601,45.50277008,3219,7310,2048245.053,671745.646,7,1.03248632,255.4097748,287.4474487,101651.3594,0.0017421,242.3017426,-1.82577e-05,66.64586639,-0.999180734,0.260126501,0.747934103,3144 1214A,119.0122,33.627,20170601,49.44707521,3200,7290,2034451.028,683554.1346,15,1.037345767,253.7719116,287.4024963,101607.5625,0.001693185,239.2324829,-1.73453e-05,66.0721817,-0.996003628,0.289936185,0.751135767,2864 1215A,120.118,33.4022,20170601,41.83611111,3236,7467,2132971.177,680817.9139,2,0.971559227,254.0597534,287.111084,101749.8984,0.001975715,250.6370239,-1.09549e-05,69.5666275,-0.934191287,0.266859472,0.69275707,3148 1216A,120.156,33.3942,20170601,40.27158774,3237,7473,2136370.775,680713.2949,3,0.971421778,253.7582092,287.1174316,101747.5469,0.001986508,253.3945618,-1.10829e-05,69.67285919,-0.932641923,0.27173391,0.69635129,2607 1218A,120.225,33.3947,20170601,35.74438202,3237,7484,2142086.218,682273.6437,-1,0.970848262,253.0681763,287.1251831,101744.8359,0.001993368,258.4848633,-1.13064e-05,69.86140442,-0.928753316,0.282778352,0.675939739,3416 1220A,118.293,33.9528,20170601,55.33664773,3148,7175,1965474.308,706985.584,23,1.011668921,248.2718811,287.3872375,101473.1484,0.001784482,229.2952881,-2.3824e-05,64.29232788,-0.939777613,0.374555767,0.773139954,2683 1221A,118.2442,33.9592,20170601,56.46619217,3147,7167,1961253.169,706759.3965,23,1.014962435,248.1983948,287.376709,101462.875,0.001779311,229.9592285,-2.6262e-05,64.2469635,-0.9423545,0.376983732,0.787112713,3330 1222A,118.3214,33.9506,20170601,54.23463687,3148,7179,1967887.84,707296.6077,20,1.010190964,248.2906799,287.3928223,101477.8359,0.00178478,229.0317688,-2.27493e-05,64.30950928,-0.938527524,0.37370038,0.784743369,2690 1223A,120.211,30.21,20170601,38.86072423,3746,7482,2237566.416,313608.5252,10,0.879980564,300.7580566,289.8270569,101484.2578,0.002470908,243.5818634,-2.14523e-05,71.52324677,-0.756225705,-0.449987262,0.688420773,2181 1224A,120.063,30.2747,20170601,37.63788301,3736,7458,2222775.911,317695.5028,6,0.714374721,308.1428223,289.4983826,101102.5469,0.002687519,227.7123413,-1.56558e-05,72.9908371,-0.561866105,-0.441177607,0.704770803,4086 1225A,119.026,29.635,20170601,27.02982955,3838,7292,2151091.514,220953.5708,107,0.933353901,307.5400391,290.1485596,98938.8125,0.003128674,222.3942871,-3.03939e-05,76.96091461,-0.740119576,-0.568658531,0.615735173,3370 1226A,120.348,30.3058,20170601,46.53047091,3731,7504,2246547.923,327756.2956,10,1.014252424,291.7313538,289.645813,101478.6172,0.00239094,262.1755676,-2.78451e-05,71.06648254,-0.942191184,-0.375478119,0.708190084,2457 1227A,120.127,30.2456,20170601,39.34916201,3741,7468,2229203.478,315795.7699,30,0.787919462,305.2120972,289.5741577,101158.2031,0.00259055,235.3573303,-1.87067e-05,72.33004761,-0.643777788,-0.454276562,0.688291907,5345 1228A,120.19,30.2692,20170601,42.02361111,3737,7478,2233957.952,319942.6136,16,0.83724153,300.4840088,289.625946,101326.7969,0.002536721,242.3191986,-2.08055e-05,71.68570709,-0.721536756,-0.424685866,0.689756215,2102 1229A,120.157,30.2897,20170601,50.10972222,3734,7473,2230477.998,321552.287,14,0.795664549,301.7076721,289.5498047,101255.6875,0.002588751,238.3686981,-1.90325e-05,72.02410889,-0.676930428,-0.418147385,0.70338881,2540 1230A,120.12,30.3119,20170601,42.92936288,3730,7467,2226601.38,323268.5589,9,0.736901581,303.046875,289.4729614,101210.2656,0.002662131,233.4883118,-1.70592e-05,72.43157959,-0.617714643,-0.40181163,0.718350887,2814 1231A,120.301,30.4183,20170601,38.71666667,3713,7496,2239065.497,339629.7205,9,0.943836272,291.066925,289.4186707,101354.8906,0.002493108,254.2673035,-1.9667e-05,71.26215363,-0.880770802,-0.339219272,0.712481678,2977 1232A,120.27,30.1819,20170601,43.43521127,3751,7491,2243537.147,311721.3579,13,0.914559126,298.2581482,289.8997803,101439.7188,0.002422209,248.1712799,-2.27691e-05,71.24567413,-0.805591345,-0.432944536,0.691005826,2611 1233A,120.088,30.1808,20170601,34.76264045,3751,7462,2227765.732,307453.82,59,0.777298689,309.0681458,289.5455627,100818.2031,0.002606487,227.9638367,-1.59928e-05,72.89274597,-0.603524923,-0.489847869,0.680938125,5614 1235A,121.56,29.8208,20170601,36.98472222,3809,7698,2366794.505,300549.4462,4,0.4400042,254.4442749,289.9533691,101425.6484,0.003185493,369.0124512,-3.28363e-05,78.97048187,-0.423882335,0.118014678,0.589393854,2690 1237A,121.554,29.8906,20170601,36.43098592,3798,7697,2364059.258,308395.8557,7,0.551451266,252.7306824,290.0628967,101696.5938,0.003170814,379.0813904,-3.67703e-05,78.41760254,-0.526585698,0.163725451,0.575511158,2035 1239A,121.633,29.7736,20170601,33.41340782,3816,7709,2374640.706,296908.9195,14,0.409499168,261.2898865,289.8026733,100623.3828,0.003139502,389.9339905,-3.83418e-05,78.82299042,-0.404773891,0.062029589,0.563440442,3775 1240A,121.586,29.8633,20170601,34.40027701,3802,7702,2367705.231,306040.8677,6,0.526893854,254.9023438,290.0255432,101474.3125,0.003142621,387.1171265,-3.88283e-05,78.45108795,-0.508701921,0.137257025,0.593012929,2330 1241A,121.524,29.8506,20170601,31.24792244,3804,7692,2362720.878,303094.5143,5,0.473662734,251.4663239,290.0154114,101741.1328,0.003214971,359.4755859,-3.04301e-05,78.93255615,-0.449091643,0.150575832,0.580007911,2369 1242A,120.634,28.0089,20170601,34.10277778,4099,7549,2341518.945,71385.3921,22,0.551493347,327.9435425,290.423584,100212.3281,0.002784423,256.3656006,-3.21053e-05,81.16259003,-0.292743325,-0.467382342,0.546185672,2428 1243A,120.677,27.9939,20170601,32.07605634,4101,7556,2345814.187,70701.43436,9,0.737793267,325.4155273,290.6038208,100385.7031,0.002689945,280.7914124,-4.05877e-05,80.28862762,-0.418832123,-0.607386708,0.539707124,2134 1244A,120.76,27.9747,20170601,30.625,4104,7570,2353809.713,70498.58135,16,1.17950809,321.7615356,290.9420166,100536.5547,0.002538435,329.4247131,-5.69942e-05,78.96625519,-0.730107486,-0.926381409,0.518862009,3556 1245A,120.671,28.0167,20170601,37.0042735,4097,7555,2344583.803,73156.71662,10,0.680588126,326.0200806,290.4649658,100236.5234,0.002726603,271.0088806,-3.65989e-05,80.72190857,-0.38042447,-0.564338028,0.527247071,2176 1246A,120.598,30.0911,20170601,42.53221289,3766,7544,2274781.606,308825.0294,9,1.023867726,281.7053833,290.1461487,101472.6641,0.002433016,272.2157593,-2.43084e-05,71.48095703,-1.002586007,-0.207668841,0.66721648,2580 1247A,120.605,29.9919,20170601,42.86938202,3781,7545,2278427.773,297592.9636,9,0.878875136,280.6818542,289.9578552,101016.8203,0.002544374,261.8351746,-1.58214e-05,71.86288452,-0.863654077,-0.162859425,0.65984565,3019 1250A,120.07,30.8244,20170601,38.02668539,3648,7459,2206861.816,381196.2617,22,0.818119049,269.0801086,288.993988,101128.8906,0.002263708,275.2915344,-3.26574e-05,72.12408447,-0.818013012,0.013171966,0.725790977,3967 1252A,120.744,30.7946,20170601,41.25,3653,7567,2265767.264,393102.2663,7,1.13258636,273.5099792,289.1840515,101589.5156,0.002120791,297.3394165,-2.49218e-05,72.91191864,-1.13046515,-0.069285005,0.69095844,3200 1253A,120.726,30.7478,20170601,43.09888579,3660,7564,2265663.102,387299.9193,7,1.16454649,274.3938599,289.243927,101594.2266,0.002181931,293.5216064,-2.12615e-05,72.84377289,-1.161128163,-0.089162312,0.690496504,3183 1255A,121.273,28.6459,20170601,28.00724638,3997,7652,2378627.891,159367.0242,129,0.251679748,348.6769104,290.2898254,100781.1563,0.002618861,330.263916,-1.51401e-05,78.63561249,-0.049436584,-0.24677667,0.535940588,4546 1256A,121.419,28.6542,20170601,31.10814607,3995,7675,2391266.101,163857.283,11,0.43613553,346.0286255,290.54245,100985.1406,0.002336381,373.4453125,-2.48162e-05,78.24567413,-0.105335347,-0.423224121,0.538393497,3380 1257A,121.377,28.5773,20170601,31.56478873,4008,7668,2389968.264,154068.1304,18,0.435178995,353.5023193,290.5466919,101017.8828,0.002394292,362.4503174,-1.84752e-05,78.30812073,-0.049285013,-0.432379186,0.528689265,3127 1262A,119.647,29.077,20170601,37.48739496,3928,7392,2221958.577,170624.376,45,0.786994278,274.4619141,290.5435791,99960.73438,0.002472113,216.9483337,-1.2594e-05,72.02579498,-0.78461206,-0.06118729,0.621354461,2923 1263A,119.686,29.1029,20170601,34.52506964,3924,7398,2224637.505,174478.83,44,0.817785561,277.5187988,290.5285034,99814.42188,0.002367802,220.8942871,-1.25426e-05,71.89976501,-0.810759604,-0.106967837,0.623388112,2752 1264A,118.871,28.9404,20170601,32.40168539,3950,7267,2157297.522,137645.0605,70,1.053934216,294.7254639,290.714386,100159.4688,0.002581076,192.2047729,-1.069e-05,74.49195862,-0.957337976,-0.440773696,0.608933091,3210 1265A,118.871,28.9664,20170601,34.66526611,3945,7267,2156556.979,140633.1108,67,1.054400444,296.470459,290.7413025,100328.1797,0.002603298,195.1674347,-1.09417e-05,74.39060211,-0.943889797,-0.469927907,0.591825068,4123 1266A,118.855,28.9745,20170601,35.13927577,3944,7265,2154909.456,141213.0527,69,1.071379662,297.3466797,290.718811,100258.25,0.002598091,196.5460205,-1.09849e-05,74.32008362,-0.951675415,-0.49210608,0.599039555,4201 1267A,119.914,28.4514,20170601,28.95391061,4028,7434,2264081.254,105041.4525,61,0.521767139,262.8431396,290.1302185,98728.85156,0.00237556,220.1003876,-7.907e-06,76.57558441,-0.517699182,0.065026999,0.604331017,3919 1268A,119.93,28.4586,20170601,27.13091922,4027,7437,2265290.369,106233.8849,56,0.530605733,262.1140137,290.0856323,98621.6875,0.002333659,223.0967102,-7.89922e-06,76.66146851,-0.525584757,0.072822481,0.590718508,3156 1269A,119.879,28.4231,20170601,30.35369318,4032,7429,2261806.644,100997.9407,91,0.508110583,262.9339294,290.1945801,98859.85938,0.002466876,213.1069641,-7.91098e-06,76.61692047,-0.504248798,0.062526032,0.547872603,4250 1270A,117.196,31.7848,20170601,48.77949438,3495,6999,1932792.325,432026.4364,34,1.024951816,256.0180054,288.880127,101334.3672,0.002223135,239.2498779,-1.56752e-05,67.72418213,-0.994574487,0.247684643,0.7954638,3327 1271A,117.307,31.8766,20170601,51.31754875,3480,7017,1939820.642,444912.7486,20,1.055467486,259.3335266,288.8564148,101454.2734,0.002232966,246.9914551,-2.08359e-05,67.71926117,-1.037222385,0.195400387,0.778991818,2257 1272A,117.259,31.8706,20170601,46.20473538,3481,7009,1935879.476,443266.777,22,1.035451055,258.0049744,288.7788696,101371.3047,0.002230059,241.5169678,-1.69884e-05,67.69577026,-1.012833953,0.215235144,0.789512336,2949 1273A,117.16,31.9051,20170601,47.26264045,3475,6994,1926493.323,445343.0046,29,1.003379941,255.8636169,288.5348511,101172.875,0.002217068,232.9623871,-1.60269e-05,67.75965881,-0.972985148,0.245094314,0.778822541,4122 1274A,117.25,31.8572,20170601,49.77871148,3483,7008,1935470.017,441527.6054,29,1.03785038,257.8066101,288.8024292,101371.8828,0.002232113,241.2009735,-1.64577e-05,67.68803406,-1.0144279,0.219247267,0.798512936,2799 1275A,117.266,31.9438,20170601,52.0210084,3469,7011,1934510.403,451937.7037,33,1.028813601,257.9957886,288.6001587,101257.9688,0.002219917,239.5991516,-1.71932e-05,67.73134613,-1.006307244,0.214016482,0.78590548,3859 1276A,117.336,31.8585,20170601,51.78089888,3483,7022,1942786.847,443376.3137,18,1.086572409,260.1125793,288.9656067,101480.1484,0.002245428,252.1993713,-2.43177e-05,67.72509003,-1.070425868,0.1866225,0.782854199,2259 1277A,117.302,31.7956,20170601,51.98022599,3493,7016,1941573.347,435374.7744,21,1.109904647,259.0768127,289.1032104,101484.3672,0.002264974,251.5123444,-2.29364e-05,67.68444061,-1.089787006,0.210363343,0.793789148,3851 1278A,117.278,31.7386,20170601,49.27824859,3502,7012,1941052.011,428259.4521,18,1.122968554,258.1546326,289.322113,101410.2188,0.002273595,249.6889191,-2.03922e-05,67.68088531,-1.099045873,0.230557203,0.788195252,2982 1279A,117.124,31.8516,20170601,46.00277778,3484,6988,1924845.538,438399.7067,48,0.989542425,254.7271423,288.5857239,101174.5938,0.002205849,231.9657898,-1.56599e-05,67.79624176,-0.954584002,0.260698318,0.783483148,3027 1280A,119.389,26.0542,20170601,24.21186441,4411,7350,2286633.379,-180241.4635,350,0.856737316,324.4451599,291.8222656,99741.82813,0.002665866,324.4317017,-3.70487e-05,83.3534317,-0.498229057,-0.696969628,0.415077567,5913 1282A,119.303,26.0392,20170601,27.23743017,4414,7336,2279165.492,-183941.4839,18,0.660829902,314.7249451,291.7391663,100222.5,0.002735934,285.039978,-2.46829e-05,84.31043243,-0.469547421,-0.464996099,0.434393883,3221 1283A,119.299,26.1092,20170601,26.66615854,4403,7336,2276792.412,-176089.9945,15,0.672390699,312.1690674,291.5812378,99842.45313,0.002802417,267.8289185,-2.19215e-05,84.69174957,-0.498384506,-0.451355845,0.465857327,3229 1284A,119.268,26.0797,20170601,25.44662921,4407,7331,2274791.331,-180156.3502,26,0.633227229,307.7336426,291.6205139,99916.67188,0.002799797,258.8541565,-1.83825e-05,84.9222641,-0.500822306,-0.38749674,0.449537158,3288 1285A,119.315,26.0753,20170601,31.11871508,4408,7338,2279232.88,-179566.5619,12,0.680991769,315.185791,291.697113,100144.0938,0.00276312,281.7966003,-2.50081e-05,84.36978149,-0.480003417,-0.483059585,0.458785087,2518 1286A,118.1569444,24.81805556,20170601,24.03812317,4609,7153,2207017.741,-348510.3697,197,0.741103709,319.5954895,292.3213806,98418.89063,0.002630952,254.0848694,-1.9887e-05,79.57509613,-0.480409026,-0.564306498,0.393619299,6376 1288A,118.0636111,24.44583333,20170601,28.7359736,4669,7138,2208356.455,-392712.3158,0,1.776781678,308.0550537,293.8876038,100821.875,0.002047232,362.2870789,-6.81531e-05,79.16016388,-1.399144173,-1.095147967,0.379904926,1665 1290A,115.893,28.6844,20170601,36.59401709,3991,6791,1898924.787,46657.37765,28,1.290891767,346.7346191,291.0671997,101131.4609,0.002607477,233.0478058,-2.39785e-05,71.27455902,-0.296317697,-1.2564224,0.681694448,1744 1291A,115.8886,28.6839,20170601,31.19067797,3991,6790,1898543.401,46514.54379,29,1.287086129,346.6752625,291.0464783,101076.75,0.002599293,232.4456635,-2.372e-05,71.28962708,-0.296741784,-1.252411604,0.674262524,1599 1292A,115.813,28.7442,20170601,28.46468927,3981,6778,1890275.792,52030.18965,41,1.152769208,351.081604,290.5980835,100129.1641,0.002541604,221.3071442,-2.04187e-05,71.81318665,-0.178810954,-1.138816714,0.66898936,3885 1293A,115.973,28.6969,20170601,37.09444444,3989,6804,1905772.09,49651.3553,17,1.322411656,347.6565552,291.2492371,101475.1172,0.002669514,240.5954895,-2.73618e-05,71.11805725,-0.282805026,-1.291818023,0.660606265,1725 1294A,115.852,28.6869,20170601,34.8837535,3990,6784,1895192.257,46154.86128,19,1.255147696,346.7901001,290.8968201,100707.875,0.002554241,228.4994965,-2.21568e-05,71.41098022,-0.286929935,-1.221911192,0.668902993,2202 1295A,115.892,28.6425,20170601,36.65598886,3997,6791,1899881.024,41794.03185,23,1.346121788,344.2358704,291.196167,101270.0391,0.002581747,234.6418762,-2.40028e-05,71.11257935,-0.365821183,-1.29546082,0.67128396,2364 1296A,115.742,28.7994,20170601,27.25360231,3972,6767,1882555.16,57052.94511,188,1.03218329,356.8309937,290.350647,99583.74219,0.002482573,211.6692505,-1.74474e-05,72.27113342,-0.057154361,-1.030599713,0.664389729,6557 1298A,115.931,28.6844,20170601,35.57244318,3991,6797,1902326.184,47392.41275,22,1.313311934,346.98172,291.1802979,101390.7734,0.002646531,236.6606598,-2.5529e-05,71.18412018,-0.29594928,-1.279532075,0.670797646,2181 1299A,116.988,36.6114,20170601,53.2592068,2722,6966,1785985.883,994763.6837,134,1.198862195,213.053421,286.2298279,100400.0547,0.001087912,191.6004639,-1.18428e-05,57.19073486,-0.653867245,1.004852295,0.817577362,3037 1300A,116.93,36.67,20170601,51.10704225,2713,6957,1779781.196,1000637.823,30,1.209402919,212.7987061,286.506897,100874.9922,0.001060971,194.2963257,-1.23449e-05,55.39476776,-0.655103445,1.01660955,0.817664206,2694 1301A,117.114,36.6739,20170601,50.28088235,2712,6986,1794356.744,1004445.242,85,1.208310366,209.3106384,286.1491089,100192.5781,0.001077851,190.977005,-1.09952e-05,56.96566772,-0.591505647,1.053629398,0.808104634,2454 1302A,116.989,36.6872,20170601,52.91253644,2710,6966,1784026.664,1003740.994,29,1.221477866,211.414505,286.4693298,100837.375,0.001053725,193.8558197,-1.23915e-05,55.44024277,-0.636648774,1.04244256,0.820888877,2310 1303A,117.0684,36.6868,20170601,56.59705882,2710,6979,1790370.917,1005137.897,39,1.220882297,209.9672241,286.3095398,100541.1875,0.001062584,192.1914215,-1.1551e-05,56.22574234,-0.609819829,1.057673573,0.817932367,2109 1304A,116.943,36.6489,20170601,62.66091954,2716,6959,1781385.103,998379.1373,38,1.207132816,213.0199127,286.4356689,100756.4219,0.001068765,193.5187988,-1.2201e-05,55.91096497,-0.657786191,1.01216948,0.819606364,2426 1305A,117.049,36.6622,20170601,60.01311953,2714,6976,1789487.122,1001877.217,70,1.212028265,210.7757874,286.2530212,100425.4453,0.001072094,191.897171,-1.16187e-05,56.64222717,-0.620153904,1.041355729,0.823446095,2168 1306A,116.734,36.5336,20170601,58.35446686,2735,6925,1767762.844,980973.837,54,1.20902586,220.7306366,286.5935059,100878.5391,0.001072886,194.0511932,-1.22342e-05,55.73442841,-0.788874686,0.91619885,0.819988012,3924 1307A,120.6659,36.2403,20170601,25.74107143,2782,7555,2090013.058,1023660.43,45,0.598014295,180.4764404,285.2951355,99714.1875,0.000898823,413.3325806,-7.9533e-05,67.41822815,-0.004973119,0.597993612,0.633653462,4004 1308A,120.3905,36.1851,20170601,42.19219653,2790,7510,2069799.107,1011370.883,28,0.7155146,189.3818665,285.9462585,101179.6328,0.000868624,359.5069885,-5.9206e-05,66.18849182,-0.116635114,0.7059443,0.650496602,2283 1314A,120.1964,36.3083,20170601,41.015625,2771,7479,2050541.989,1021729.457,5,0.643388808,193.7384033,285.4806213,101677.5078,0.000917933,270.1025696,-2.60371e-05,64.7797699,-0.152793363,0.624982655,0.656085134,2701 1315A,120.4001,36.2403,20170601,30.67,2782,7512,2068855.455,1018035.354,23,0.678664923,190.5519867,285.7209167,101209.9531,0.00090022,340.594635,-5.13822e-05,66.28878784,-0.124278389,0.667188823,0.653640509,2624 1316A,113.681,34.7545,20170601,65.23728814,3019,6437,1563346.651,718598.0309,101,0.641930938,208.2400055,288.1940918,100398.7266,0.001027582,218.8000488,-1.25078e-05,58.68849945,-0.30373174,0.565528393,0.854364574,2126 1317A,113.641,34.7745,20170601,63.62078652,3016,6431,1559584.469,720331.9279,103,0.665182531,210.0144043,288.1921082,100404.6094,0.001011267,214.8143311,-1.27262e-05,58.54251862,-0.332727224,0.575986445,0.839864969,1961 1318A,113.675,34.8019,20170601,66.82162921,3012,6436,1561770.203,724118.4702,92,0.681568027,212.8955078,288.315094,100687.7656,0.001004856,215.3556671,-1.32565e-05,58.04828262,-0.370155871,0.572293282,0.852751851,2261 1319A,113.564,34.802,20170601,62.60085227,3012,6418,1552596.175,722371.2196,112,0.702414095,213.4332581,288.1034546,100289.3906,0.000992073,207.3097992,-1.29245e-05,58.3849678,-0.386995584,0.586191058,0.851491392,2711 1320A,113.727,34.7187,20170601,65.41432584,3025,6444,1567967.706,715090.1755,100,0.602924109,204.6053925,288.1590881,100277.3047,0.001053692,221.9347687,-1.23614e-05,58.79164505,-0.251030356,0.548179924,0.855601549,2533 1321A,113.734,34.719,20170601,62.79378531,3025,6445,1568539.824,715237.4325,99,0.602926195,204.8696747,288.1617737,100291.4531,0.001057655,222.3699799,-1.23789e-05,58.76182556,-0.253556967,0.547018111,0.840416908,2582 1322A,113.5991,34.7496,20170601,64.34520124,3020,6424,1556686.197,716717.1943,125,0.655335128,206.991394,288.0125427,100049.8828,0.001021759,213.3342743,-1.21599e-05,59.13059998,-0.297420084,0.583956659,0.846046627,2230 1323A,113.6356,34.7538,20170601,63.08240223,3019,6430,1559608.928,717793.6263,107,0.650875986,207.8070679,288.1161194,100237.3828,0.00101989,215.631958,-1.23793e-05,58.86881256,-0.303622603,0.575719416,0.839287639,1995 1324A,113.6113,34.9162,20170601,59.82294618,2993,6426,1553909.984,736654.4282,93,0.781253636,226.5361328,288.2816772,100644.0781,0.000916769,202.9169159,-1.51515e-05,56.23620605,-0.567027569,0.537435532,0.823637009,4169 1325A,114.3672,30.5719,20170601,48.38636364,3689,6547,1718247.761,237929.3792,27,1.092125654,301.0447998,290.1140747,101302.6563,0.002541434,210.8522339,-3.45589e-05,68.97547913,-0.935729384,-0.563159823,0.805538952,2250 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1330A,114.1525,30.4753,20170601,47.02089136,3704,6512,1701670.835,222910.6105,29,1.077702165,302.203949,290.0886536,101220.2578,0.002574136,214.2940826,-3.42269e-05,68.67253876,-0.911940634,-0.574287534,0.812991083,2110 1331A,114.3008,30.5947,20170601,45.17222222,3685,6536,1711902.909,239433.4756,26,1.108243346,301.6933899,290.0739746,101310.75,0.00254495,211.1082764,-3.32292e-05,68.74343109,-0.943009436,-0.582182646,0.803780437,1620 1333A,114.2131,30.6414,20170601,48.2254902,3677,6522,1703143.119,243365.6039,21,1.095896959,302.197998,289.9346008,101242.5938,0.002556101,208.6443787,-2.91134e-05,68.5973587,-0.927397788,-0.583886564,0.804320514,2857 1334A,113.8531,30.2997,20170601,43.25073314,3732,6464,1679384.985,197249.3631,21,0.932408869,305.3052673,289.9713745,101366.4609,0.002586212,204.6863098,-2.28903e-05,69.29116058,-0.760959208,-0.538820326,0.807403505,2382 1335A,113.0833,28.2325,20170601,45.18472222,4063,6341,1656447.976,-56542.64937,58,0.754913509,345.0029907,291.0456848,100953.9219,0.002546156,228.4793396,-1.65101e-05,72.4181366,-0.195409775,-0.729184031,0.782874703,2941 1336A,112.8872,28.2189,20170601,46.02374302,4065,6310,1638975.709,-61410.05114,59,0.803195179,350.6568604,290.8293762,100692.2422,0.002678428,240.7741699,-1.75897e-05,72.73033142,-0.130465791,-0.792528391,0.795592368,2907 1337A,113.0792,28.2053,20170601,48.97075209,4067,6341,1656664.24,-59769.08318,44,0.761191964,345.5974121,291.0561218,100940.6328,0.00253287,228.7906494,-1.65405e-05,72.40476227,-0.189396977,-0.73725301,0.782356024,3067 1338A,112.9394,28.19,20170601,52.06601124,4070,6318,1644325.023,-63893.44358,102,0.807576537,350.2634583,290.8830566,100708.8672,0.002644349,238.8645935,-1.74299e-05,72.54368591,-0.13664557,-0.795932055,0.78768146,5543 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1343A,112.8908,28.1308,20170601,43.11408451,4079,6311,1641185.136,-71578.35935,45,0.853407919,352.6566772,290.8698425,100604.3438,0.002662458,241.0706635,-1.74155e-05,72.62168121,-0.109153256,-0.846398652,0.783427894,3672 1344A,112.9958,28.3586,20170601,47.99858757,4043,6327,1645810.518,-43370.10594,69,0.756720543,342.5375671,290.8086548,100645.4453,0.00267755,237.1007385,-1.7639e-05,72.65622711,-0.227137432,-0.721827209,0.780225039,4589 1345A,113.235,23.1422,20170601,38.90947075,4877,6366,1779926.644,-638513.0766,10,0.784633756,269.2297974,295.0992737,101227.5625,0.003095145,241.3158112,-2.29249e-05,72.35305023,-0.784562409,0.010583142,0.556961715,2310 1346A,113.261,23.105,20170601,35.15502793,4883,6370,1783229.312,-642265.1455,12,0.786271274,266.4555664,295.1201172,101258.9297,0.003122867,243.8480835,-2.38846e-05,72.57878113,-0.784765124,0.048644256,0.555120885,1915 1348A,113.348,23.0916,20170601,31.47632312,4885,6384,1791913.674,-642203.4203,2,0.771642923,263.4588013,295.0488281,101200.1016,0.003284694,243.738205,-2.50305e-05,73.23412323,-0.766615868,0.087936565,0.556255579,2592 1349A,113.433,23.105,20170601,34.26330532,4883,6397,1799828.954,-639129.1144,4,0.756003141,262.1160889,294.9769592,101113.7813,0.00338229,241.3295441,-2.54152e-05,73.80982208,-0.748852968,0.103730068,0.563663125,2445 1350A,113.352,22.9477,20170601,36.97331461,4908,6384,1795385.041,-658456.8606,5,0.780080557,256.8186951,295.2226563,101327.8203,0.003241642,255.1020203,-2.81505e-05,73.54603577,-0.759521067,0.177914217,0.552449226,2860 1351A,113.215,23.3917,20170601,31.49579832,4837,6362,1772680.807,-610527.5137,8,0.769667923,291.1340942,294.8891907,101126.6719,0.003101079,224.4102783,-1.7871e-05,72.3507843,-0.717915297,-0.277464032,0.566865027,2460 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1365A,114.297,22.5978,20170601,26.13927577,4964,6536,1894547.138,-680328.9711,37,1.384451747,267.8066101,294.9591064,100468.9844,0.002803015,311.1329346,-5.13332e-05,80.80823517,-1.383435011,0.053048849,0.479024351,5256 1366A,114.085,22.75,20170601,34.49715909,4940,6502,1870610.812,-667179.3382,36,1.1803087,259.8186951,294.8808899,100657.0625,0.003093733,270.5914001,-3.14045e-05,78.18308258,-1.161714196,0.208683491,0.508110762,4304 1368A,113.495,22.2294,20170601,28.53813559,5023,6407,1824697.338,-737140.758,13,1.618147492,263.7887878,295.8627319,101108.8594,0.002624252,378.7181702,-7.57378e-05,78.38285828,-1.608641148,0.175142884,0.483257711,3649 1370A,113.299,22.2281,20170601,30.13276836,5024,6376,1805613.163,-740908.4287,6,1.303276181,264.6208801,295.6557617,101040.4297,0.0027672,355.4140625,-7.20109e-05,78.17297363,-1.297531486,0.122232631,0.494875938,2750 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1414A,106.379,29.8272,20170601,31.79189944,3808,5269,1024070.277,38831.25409,569,0.727498531,314.1569824,291.4524231,97223.65625,0.00149034,129.0305786,-9.87306e-06,73.65727997,-0.521967232,-0.506758571,0.936833382,5508 1416A,106.424,29.8264,20170601,40.68156425,3808,5276,1028112.915,39206.7901,231,0.71689713,312.6628418,291.4952698,97296.71094,0.001512393,127.4329147,-9.86351e-06,73.66621399,-0.527206659,-0.485792786,0.944296181,4472 1417A,106.626,29.7228,20170601,37.63407821,3824,5308,1047660.272,29121.46665,412,0.730139077,310.2180481,291.698761,97623.82031,0.001509026,127.0112076,-1.02582e-05,73.63394165,-0.557560444,-0.471412122,0.941099823,3198 1418A,106.296,29.5983,20170601,37.21030641,3844,5255,1019751.181,10970.67597,298,0.751918852,326.3827515,291.504364,97103.30469,0.001450536,137.1002808,-1.07257e-05,73.43577576,-0.416341037,-0.626132667,0.969889939,3527 1419A,106.54,29.5186,20170601,41.60526316,3857,5294,1042786.306,4137.579975,202,0.68494314,311.4235229,291.7192078,97549.84375,0.00142687,130.9321442,-1.09546e-05,73.22263336,-0.513628006,-0.453137249,0.958242118,1737 1420A,106.65,29.6219,20170601,29.91086351,3841,5312,1051229.756,17483.26645,230,0.730116785,308.3588562,291.7987976,97791.60156,0.001445885,125.920311,-1.0069e-05,73.66951752,-0.572543085,-0.4530617,0.934265196,3792 1421A,106.634,29.4892,20170601,39.38022284,3862,5309,1051652.871,1675.519135,289,0.6522035,301.2843018,291.574707,97276.52344,0.001434643,126.1045761,-1.00443e-05,73.58778381,-0.557394862,-0.338644952,0.94690001,3081 1422A,106.364,29.4822,20170601,41.16714286,3863,5266,1027452.329,-2005.77718,309,0.73490113,320.5494385,291.6544189,97391.25781,0.001387973,136.2640686,-1.12239e-05,73.23698425,-0.467006087,-0.567437232,0.974527836,4194 1425A,106.617,29.7125,20170601,36.10724234,3826,5307,1046997.288,27811.10468,414,0.735382378,311.0783997,291.7601013,97748.61719,0.001499428,127.174614,-1.02793e-05,73.61724091,-0.554372072,-0.483175725,0.937363207,2796 1426A,106.468,29.4892,20170601,36.48189415,3862,5283,1036716.03,-88.54081316,318,0.690676987,314.3849487,291.7139282,97527.32813,0.00140813,133.5908356,-1.12766e-05,73.07865906,-0.49363032,-0.483077407,0.967462063,3113 1427A,106.562,29.6453,20170601,35.45125348,3837,5298,1042999.88,19303.69085,312,0.7348122,314.2977295,291.8200378,97822.03906,0.001464822,129.1272736,-1.05866e-05,73.43989563,-0.525955498,-0.513146877,0.944549024,3468 1428A,106.452,29.709,20170601,32.58450704,3827,5280,1032242.655,25652.63221,233,0.739265501,318.6140442,291.6680908,97500.80469,0.001485209,131.8697968,-1.0647e-05,73.40904999,-0.488788754,-0.554616153,0.952594519,4702 1429A,106.513,29.389,20170601,38.69390582,3878,5290,1042154.877,-11416.5757,211,0.617653072,304.982605,291.7689514,97582.88281,0.001398313,128.9347382,-1.02366e-05,73.19018555,-0.506082058,-0.354085088,0.955352187,3010 1431A,103.97275,30.72358333,20170601,55.87465181,3664,4884,798474.6861,122594.7246,516,1.094888687,153.6392517,290.1993408,95423.6875,0.001169071,148.2844543,-1.13367e-05,69.5111084,0.486231744,-0.98099947,0.781147718,3140 1432A,104.176,30.6872,20170601,55.30532213,3670,4916,816913.8933,119948.8354,497,0.942406774,164.7892914,290.7298889,96039.65625,0.001094053,167.4013672,-1.2244e-05,69.15605927,0.247335628,-0.909370959,0.822873175,2798 1433A,104.079,30.5706,20170601,54.24512535,3689,4901,809584.4984,105316.6191,479,1.07012248,169.3012695,290.6941528,96100.97656,0.001375646,167.7062378,-1.29388e-05,70.48048401,0.198754206,-1.051503181,0.832762837,2438 1434A,104.1113889,30.63,20170601,52.46787709,3679,4906,811809.2746,112628.5247,495,1.026299715,165.946701,290.7294617,96160.41406,0.001252795,166.0556793,-1.25224e-05,69.84716797,0.249295771,-0.995561481,0.832397282,2741 1437A,104.054,30.6578,20170601,56.91292135,3675,4897,806405.8262,115453.4992,499,1.089778543,161.3090515,290.5448914,95912.79688,0.001276924,160.3549805,-1.22889e-05,69.9834137,0.349319935,-1.032275558,0.814091206,2777 1438A,103.613,31.0283,20170601,38.79661017,3616,4826,763364.3782,155918.6152,1007,0.334213346,137.5024261,285.9831238,87564.375,0.002728773,66.37595367,-2.21576e-06,80.87184906,0.225798294,-0.246401504,0.641732693,3854 1439A,106.6856,26.6029,20170601,30.36070381,4324,5318,1096699.35,-335907.3823,1150,1.237574816,235.3930359,287.4142151,88227.30469,0.002067968,334.5128479,-1.10392e-05,82.99447632,-1.018587232,0.702902138,0.596409798,4079 1440A,106.6971,26.5689,20170601,30.99571429,4329,5320,1098247.184,-339738.9765,1073,1.243344307,235.6721954,287.4920654,88413.75,0.002070751,335.5584106,-1.09028e-05,83.01126862,-1.026764393,0.70118469,0.593898594,2255 1441A,106.6243,26.6266,20170601,29.28045326,4320,5308,1090645.092,-333828.8501,1278,1.250990152,235.1604767,287.1951599,87522.69531,0.002084943,336.0944519,-1.19831e-05,82.99046326,-1.026736617,0.7146945,0.60201323,3587 1442A,106.7487,26.6343,20170601,36.45365169,4319,5328,1102153.731,-331543.7583,1126,1.211054683,235.1846008,287.3961487,88331.59375,0.002090871,330.0420227,-9.97721e-06,82.95019531,-0.994251072,0.691460907,0.60751617,4617 1443A,106.6554,26.4364,20170601,30.33479532,4350,5313,1096189.034,-355632.0873,1128,1.292473793,236.6201019,287.552948,88284.88281,0.002157127,340.4060364,-1.14608e-05,83.25749969,-1.079247832,0.711134791,0.587897956,4398 1444A,106.6948,26.5155,20170601,35.31601124,4338,5319,1098775.891,-345983.121,1093,1.261153102,236.0878448,287.561676,88480.24219,0.002084561,338.7220154,-1.11839e-05,83.0590744,-1.046602964,0.70365417,0.596750736,3109 1445A,106.7105,26.6009,20170601,37.39915966,4324,5322,1099053.06,-335862.1243,1105,1.231004238,235.4505768,287.4734192,88457.39844,0.002065275,333.3855896,-1.06022e-05,82.98294067,-1.013881207,0.698152244,0.598706007,2731 1446A,106.7164,26.5697,20170601,32.42655367,4329,5323,1100039.52,-339429.9137,1082,1.23895824,235.7267761,287.530365,88566.17969,0.002067527,334.7288818,-1.05491e-05,82.99799347,-1.023807526,0.697736084,0.597075224,2282 1447A,106.6867,26.5495,20170601,26.4756447,4332,5318,1097545.325,-342114.4817,1096,1.251607895,235.7802124,287.4953918,88355.92188,0.002077359,337.0706482,-1.11982e-05,83.03549957,-1.034917235,0.703895271,0.599681735,2841 1449A,102.743,25.0124,20170601,30.86350975,4578,4687,742285.0596,-557891.1583,1898,1.317375302,1.720041633,288.3932495,80864.21094,0.003044849,358.9023743,-2.74211e-05,71.48313904,0.039538663,1.316781759,0.288654119,2603 1450A,102.821,24.8885,20170601,22.06388889,4598,4699,750894.3823,-571685.6833,1920,1.286846638,2.899976254,288.4659119,80669.92969,0.002776541,368.7088623,-2.876e-05,70.82524872,0.06510298,1.285198808,0.291824192,3193 1451A,102.625,24.9624,20170601,26.83903134,4586,4668,731447.4317,-564583.435,2121,1.499572039,180.0342712,288.2841492,80133.99219,0.002936303,365.2866211,-2.92936e-05,70.66940308,-0.000864665,1.4995718,0.281233788,5777 1452A,102.728,25.0836,20170601,21.87534626,4567,4684,740198.1485,-549732.7642,1901,1.296617389,1.919339299,287.9809265,80247.41406,0.003151022,355.6161194,-2.20678e-05,70.58847046,0.043425269,1.295889974,0.294220418,3214 1453A,102.722,25.0405,20170601,33.50415512,4574,4684,740018.9827,-554785.3846,1899,1.326483846,1.658877015,288.2658997,80642.44531,0.00307915,358.1446838,-2.54506e-05,71.05016327,0.038398266,1.325927973,0.289167106,2120 1454A,102.681,25.067,20170601,25.84722222,4569,4677,735856.711,-552014.5417,1934,1.3573066,1.588854909,287.9034424,79934.48438,0.003088265,358.0253906,-2.28983e-05,70.30989838,0.037632089,1.356784821,0.291880876,2781 1455A,102.638,25.0359,20170601,31.47645429,4574,4670,732026.9839,-555948.9976,1911,1.434587717,0.958819926,287.8925476,79703.5625,0.003018526,361.4255981,-2.52326e-05,70.24674225,0.024012588,1.434386849,0.296678424,4403 1456A,91.1319,29.6514,20170601,19.38243626,3836,2829,-349626.2845,-34524.66527,3656,0.307950467,182.5081177,278.9877319,60599.71094,0.001003054,349.0698242,-5.03294e-06,38.49600983,-0.01347574,0.307655483,0.08314231,1394 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1465A,108.94,34.2324,20170601,66.77361111,3103,5678,1178613.539,590339.2893,415,0.75047195,185.9441071,286.4230957,95037.71875,0.001338344,86.33976746,-7.04371e-06,64.39261627,-0.077715322,0.746437192,0.608163774,2328 1466A,108.954,34.2713,20170601,69.81284916,3097,5681,1179125.945,595146.6918,409,0.433108836,202.772583,286.6636353,94733.16406,0.001253752,89.80882263,-7.16216e-06,63.31423187,-0.167640671,0.399349302,0.609525681,1858 1467A,108.883,34.2303,20170601,67.22881356,3103,5669,1173862.049,589406.4973,406,0.703688323,0.094875589,286.4391174,95156.85156,0.001337782,85.16716003,-6.98226e-06,64.55342865,0.001159314,0.70368737,0.621122956,2391 1468A,108.935,34.3474,20170601,65.3767313,3084,5678,1176235.116,603996.575,378,0.489953578,326.440155,287.307373,95600.17969,0.001070402,102.1190338,-7.48617e-06,61.60705948,-0.270880848,-0.408262253,0.620920897,2532 1469A,108.906,34.1546,20170601,63.16142857,3115,5673,1177079.998,580654.0435,434,1.231153131,2.677012682,286.0867615,95604.99219,0.001545431,87.11981201,-6.99461e-06,66.99512482,0.057500094,1.229809642,0.60175842,2900 1470A,109.2,34.6575,20170601,67.91428571,3035,5720,1193064.872,644194.9663,385,0.998359978,329.9326172,288.1097107,96786.19531,0.000930122,133.8486176,-8.47837e-06,57.2674942,-0.500263512,-0.863978624,0.616701365,3677 1471A,109.2186,34.3731,20170601,59.05270655,3080,5723,1199561.166,610490.6246,479,0.708416522,260.0042114,286.7976685,94360.4375,0.001053304,100.8179016,-7.43027e-06,61.01222229,-0.697658002,0.122992784,0.612815082,3830 1472A,108.869,34.378,20170601,62.61024845,3080,5667,1170182.488,606859.4314,374,0.777870893,346.1106262,287.2488403,95835.875,0.001016792,104.8355255,-7.49368e-06,61.47875977,-0.186790884,-0.7551108,0.622148514,3171 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1482A,101.834,36.5819,20170601,64.51694915,2727,4541,559552.2452,809986.2106,2233,0.903442025,239.3544922,279.340332,74867.73438,0.000858076,240.4103241,-4.8393e-06,48.3513298,-0.777251005,0.460530549,0.217406556,2408 1483A,101.524,36.6867,20170601,52.19736842,2710,4492,533365.5383,820935.9539,2424,0.454251558,194.5162811,278.0318604,73803.48438,0.001060768,185.4665527,-4.37961e-06,52.40709305,-0.11385712,0.439751089,0.199551359,3763 1484A,105.9512,38.6016,20170601,32.96111111,2404,5200,868240.432,1084277.167,1329,0.716346323,143.5142212,281.2161255,82920.0,0.00044568,203.4988098,-5.87599e-06,40.41498184,0.425998718,-0.575914204,0.351496994,2585 1488A,106.2328,38.4975,20170601,44.18994413,2420,5245,891915.4991,1074210.711,1108,0.731767595,121.852272,283.5935364,88452.24219,0.000320122,135.5515137,-5.42559e-06,39.16087341,0.621596158,-0.386137366,0.377271712,2324 1489A,106.1358,38.5036,20170601,34.52222222,2420,5230,884162.6298,1074071.567,1113,0.9348827,124.910881,283.9379578,89122.9375,0.000340787,158.2210999,-5.58866e-06,39.63668823,0.766678691,-0.534985483,0.386075169,2369 1490A,87.5801,43.8303,20170601,54.90373563,1567,2261,-540731.4845,1695138.952,816,0.606189966,7.47672987,282.2767029,90909.625,0.000442726,153.6481018,-1.03638e-05,48.61283875,0.078877479,0.60103631,0.261584401,2179 1491A,87.6046,43.768,20170601,53.62608696,1577,2265,-539523.3284,1687393.315,919,0.507930756,6.016121864,281.3979187,89372.92969,0.000496278,160.2506409,-1.07761e-05,49.4164238,0.053234208,0.50513345,0.238862827,2289 1492A,87.4754,43.9469,20170601,77.70943953,1549,2244,-547253.8339,1709963.211,595,0.758949459,28.55837822,283.7349243,93723.5,0.000339247,150.0768585,-9.79761e-06,47.19406509,0.362808943,0.666613758,0.234454781,2866 1493A,87.5525,43.8711,20170601,61.29261364,1561,2256,-542360.4975,1700275.501,754,0.671163023,12.81330967,282.8711548,92034.125,0.000407183,151.4837494,-1.01446e-05,48.15284729,0.148842931,0.654450595,0.242967978,2071 1494A,87.6432,43.831,20170601,57.57374631,1567,2271,-536135.2363,1694878.7,845,0.547886729,189.1998138,282.1436768,90821.0625,0.000453023,149.0643768,-1.04041e-05,48.50119781,-0.087592579,0.540839553,0.237886757,2404 1496A,87.6444,43.962,20170601,64.43895349,1546,2271,-534847.5584,1710877.46,603,0.686324418,189.0024109,283.6722717,93380.15625,0.000354643,129.9361267,-9.48218e-06,46.73591995,-0.107390255,0.677870572,0.257363528,2046 1508A,112.9433,27.8614,20170601,42.59331476,4122,6319,1651718.931,-101952.5419,60,0.917779863,354.5755005,291.0956726,100709.7031,0.002673088,239.433075,-1.76781e-05,72.40300751,-0.086843744,-0.913661897,0.7768085,1855 1511A,112.9118,27.8403,20170601,48.11731844,4126,6314,1649302.492,-104928.0975,51,0.931414545,355.4562683,291.0872192,100744.2422,0.002671917,240.1859131,-1.74296e-05,72.51087189,-0.073869817,-0.928480625,0.787657201,3302 1512A,112.8937,27.8728,20170601,45.97638889,4120,6311,1646960.369,-101463.2338,50,0.949528694,355.7221985,291.0793152,100752.4297,0.002659036,241.0134583,-1.72202e-05,72.54418182,-0.070912927,-0.946877003,0.786983848,2914 1513A,112.9227,27.8159,20170601,45.07222222,4130,6316,1650816.787,-107573.9053,48,0.919741392,355.3554382,291.0926514,100734.8203,0.002681269,239.6596375,-1.76111e-05,72.49411774,-0.074557491,-0.91671443,0.779583097,2675 1514A,112.9074,27.9119,20170601,47.09887006,4114,6313,1647371.706,-96699.16835,58,0.945307732,355.2565918,291.0732422,100739.2891,0.002657789,240.9077301,-1.72856e-05,72.48426819,-0.078255348,-0.942063034,0.785585403,4455 1515A,113.135,27.8244,20170601,41.64623955,4128,6350,1669966.122,-103001.2096,47,0.791041613,349.5984192,291.2579346,100618.0156,0.002759503,225.3671722,-1.70918e-05,72.70252991,-0.142887458,-0.778029561,0.761198163,2493 1518A,113.095,27.8867,20170601,42.7122905,4118,6343,1664979.423,-96459.087,65,0.825519085,349.2688599,291.1448364,100534.1484,0.002680005,229.6220856,-1.72086e-05,72.48356628,-0.153782904,-0.811068833,0.771825373,3373 1519A,113.167,27.8667,20170601,38.5579096,4121,6355,1671962.405,-97554.73998,59,0.769379556,347.1192017,291.2568359,100611.8984,0.002775748,223.0041046,-1.66523e-05,72.72164917,-0.171577454,-0.750004053,0.748995423,3036 1520A,113.143,27.8381,20170601,41.82670455,4126,6351,1670397.882,-101277.5424,45,0.787034869,349.0003052,291.2530518,100610.9297,0.002759207,224.9189453,-1.69864e-05,72.70095825,-0.150235936,-0.772562623,0.759830654,2095 1524A,113.13,27.8528,20170601,43.01404494,4124,6349,1668896.64,-99794.76483,41,0.797493875,349.0153198,291.2219238,100579.5313,0.002730258,226.1065521,-1.70485e-05,72.64543915,-0.152027696,-0.782869101,0.761444569,2462 1552A,106.805,26.3003,20170601,34.97844828,4372,5337,1112103.252,-369787.7437,1463,1.313749671,238.0185394,287.2139587,87357.03906,0.002269292,333.3141174,-9.25281e-06,83.5423584,-1.114327431,0.695853949,0.562892199,5662 1559A,113.251,27.8336,20170601,33.70142857,4127,6368,1680324.98,-99957.54547,117,0.705615044,345.4394531,291.3537903,100703.7266,0.002938061,215.4237061,-1.60259e-05,73.02091217,-0.177451804,-0.682937384,0.743979037,5755 1562A,113.0048,27.9153,20170601,42.26977401,4114,6329,1656158.618,-94667.55421,50,0.881071806,352.0388184,291.0776367,100592.6484,0.002660718,237.2675018,-1.77896e-05,72.21081543,-0.122107312,-0.872569382,0.77411443,3609 1564A,112.4876,27.9164,20170601,41.67039106,4113,6246,1609072.307,-103133.464,164,0.976414919,356.8845825,290.6444702,100008.2578,0.002232114,254.2412262,-1.53237e-05,73.86838531,-0.05315356,-0.974967062,0.801579356,5089 1585A,109.8756,40.6532,20170601,45.81005587,2076,5828,1139586.419,1372424.834,1057,0.681261659,341.8218689,281.5418091,88966.09375,0.000416127,180.8938293,-6.15724e-06,39.44210434,-0.212588698,-0.647243023,0.423594713,2130 1586A,109.8104,40.6575,20170601,40.33005618,2075,5818,1134550.704,1372189.5,1066,0.637353778,345.0492249,281.608429,89070.15625,0.000407663,179.7046356,-6.04282e-06,39.34965134,-0.164482549,-0.615764022,0.419467777,1478 1587A,110.0067,40.5905,20170601,45.84818942,2086,5849,1150716.727,1366384.003,1033,0.6955446,339.8997803,281.8370972,89376.53906,0.000438684,185.1907196,-6.85043e-06,39.60290527,-0.239087284,-0.653161228,0.407932788,1303 1588A,109.8538,40.6821,20170601,44.97777778,2071,5825,1137397.585,1375661.501,1071,0.692964673,341.2880554,281.2381287,88534.15625,0.000416333,179.1918488,-5.82549e-06,39.4914856,-0.222364739,-0.656318486,0.422143996,2344 1589A,109.8654,40.6288,20170601,45.84322034,2079,5826,1139260.093,1369360.745,1055,0.656205893,343.5179443,281.7881775,89330.53125,0.000412402,181.5717621,-6.33687e-06,39.37115097,-0.186228156,-0.62922591,0.411966741,2013 1590A,110.0377,40.5546,20170601,42.96829971,2091,5854,1153743.546,1362414.768,1008,0.507119,345.7775879,281.8840637,89369.34375,0.000454378,185.3095093,-7.00448e-06,39.69287491,-0.124634251,-0.49156484,0.418643057,1884 1591A,110.0023,39.8129,20170601,27.22957746,2210,5848,1164815.702,1272533.098,1453,1.374191999,66.17224121,280.4753723,85846.57813,0.000836773,271.5151672,-1.09041e-05,45.48843765,1.257042527,0.555200517,0.398181736,1515 1592A,109.9486,39.8261,20170601,28.75915493,2208,5840,1160434.573,1273489.105,1465,1.359291077,64.52292633,280.5108032,85925.45313,0.000811057,269.8643188,-1.06983e-05,45.31322479,1.227090716,0.584739745,0.395643771,2196 1593A,109.7736,39.5986,20170601,19.47191011,2244,5812,1151108.526,1244003.007,1301,0.902215958,67.47734833,280.8291626,86628.10156,0.000764764,247.8950043,-9.23819e-06,46.57600403,0.833390296,0.345621586,0.394631475,2924 1594A,109.8119,39.5989,20170601,28.25633803,2244,5818,1154064.629,1244488.435,1287,0.929235041,68.38034058,280.9314575,86874.60938,0.000770789,250.335022,-9.62404e-06,46.60416794,0.863851428,0.342401057,0.382480323,2382 1595A,109.9734,39.7884,20170601,24.92339833,2214,5844,1163042.863,1269237.174,1436,1.301764965,67.7186203,280.4292603,85844.15625,0.000831661,270.5464478,-1.06163e-05,45.66374969,1.204548955,0.493613154,0.396506429,2173 1596A,122.2414,40.6592,20170601,31.50138504,2075,7807,2067961.719,1575242.607,1,0.813817263,182.8146057,282.6120605,101509.6641,0.000811613,336.5118713,-4.39507e-05,53.1151886,-0.039959826,0.812835574,0.604075789,1852 1597A,122.2703,40.7094,20170601,32.92200557,2067,7811,2068419.17,1581747.624,1,0.813787699,184.0701294,282.5514221,101529.9844,0.000818763,316.4767151,-3.50889e-05,52.75950623,-0.057758771,0.811735392,0.601274729,1474 1598A,122.215,40.6511,20170601,28.33286908,2076,7802,2066279.669,1573735.717,-5,0.805618107,181.1025543,282.6505127,101502.7969,0.000809575,352.1453552,-4.9582e-05,53.27906418,-0.015500654,0.805468976,0.609398842,2389 1600A,124.3303,40.0625,20170601,23.85451977,2170,8141,2243394.662,1551222.956,8,0.52090621,356.5179749,280.8227539,101060.0938,0.00106907,245.6591339,-2.0069e-05,62.83757019,-0.031684052,-0.519941688,0.578290164,2695 1601A,124.4256,40.1503,20170601,21.48735955,2156,8156,2247304.215,1563639.559,6,0.410326779,337.5914917,280.6713562,100941.0625,0.001084722,234.662262,-1.28932e-05,63.44303894,-0.156450614,-0.379330009,0.57869184,2537 1602A,124.3933,40.1461,20170601,24.14164306,2157,8151,2245062.504,1562411.417,25,0.415040612,343.3535156,280.6315613,100868.7813,0.001084661,233.8926392,-1.35003e-05,63.41411209,-0.118928313,-0.397636473,0.574115992,2642 1603A,124.3678,40.1194,20170601,22.3557423,2161,8147,2244132.6,1558715.16,17,0.443680257,347.8162537,280.6568604,100896.5703,0.001084017,236.9409332,-1.54801e-05,63.26110077,-0.093675032,-0.433678627,0.57767117,3222 1604A,122.0247,41.1556,20170601,32.5377095,1995,7772,2035459.992,1629065.605,4,0.71797365,24.53059006,281.7715454,101648.7656,0.000896827,296.3873901,-1.15544e-05,51.16648865,0.298079312,0.65317291,0.609920204,3231 1605A,122.0539,41.0903,20170601,31.2005571,2006,7777,2039772.967,1621991.373,3,0.710598469,22.0561924,281.8742981,101726.3516,0.000900518,298.1155701,-1.40382e-05,51.4271698,0.266833514,0.658597052,0.59926194,2803 1606A,121.835,41.1042,20170601,29.90948276,2003,7742,2023224.622,1619100.758,2,0.677488744,24.92010117,282.0646057,101638.8203,0.000876145,302.4534607,-1.18073e-05,51.40505981,0.28545469,0.614415646,0.594777703,4209 1607A,120.9092,40.7136,20170601,38.91316527,2066,7593,1967516.823,1554288.254,35,1.005424857,59.02132416,283.1208191,101204.3516,0.000581291,414.2618713,-7.15388e-05,54.26570892,0.861994267,0.517537475,0.622131467,2945 1608A,120.8392,40.7514,20170601,38.0140056,2060,7582,1961124.198,1557346.662,16,0.899543226,61.09931183,282.8033752,100634.7656,0.000599508,386.2988892,-5.85177e-05,53.87037659,0.787499309,0.434767574,0.612552047,1889 1609A,120.8478,40.715,20170601,32.58615819,2066,7584,1962917.892,1553225.327,24,0.922271192,60.66659927,282.9402771,100838.9297,0.000596107,400.8572083,-6.53703e-05,54.12990952,0.804007053,0.451837182,0.6214481,3128 1610A,120.8631,40.7736,20170601,32.87222222,2056,7586,1962190.546,1560442.15,22,0.926190615,60.43153,282.8128052,100720.5547,0.000592419,383.5965271,-5.67737e-05,53.74096298,0.805555463,0.457066149,0.616130948,2312 1611A,118.5819,24.9117,20170601,24.49861111,4594,7221,2244153.689,-328287.9348,13,1.491243005,321.5588074,293.5477905,100975.3047,0.002172832,398.0970459,-3.43882e-05,78.59575653,-0.92720747,-1.167943478,0.393044591,2583 1612A,118.5972,24.8978,20170601,26.7605042,4596,7224,2245966.647,-329510.7348,13,1.590343833,322.2613525,293.5991516,101044.8438,0.002154743,408.4360352,-3.76484e-05,78.73104858,-0.973478734,-1.257590055,0.413902402,2330 1613A,118.6663,24.9424,20170601,26.91374269,4589,7235,2251176.99,-322884.4372,5,1.672789454,322.2612305,293.5256653,100951.1875,0.002228093,415.8861389,-2.98341e-05,79.07250977,-1.023948312,-1.322782874,0.38532877,2142 1614A,118.6108,24.9617,20170601,25.4,4586,7226,2245464.832,-321970.9439,218,1.455203533,320.4249573,293.5049133,100948.1484,0.002223735,390.7698669,-2.41708e-05,78.69562531,-0.927174568,-1.121590257,0.402218908,6910 1616A,117.6789,36.2289,20170601,49.29411765,2783,7077,1851721.157,962403.7776,214,0.689459801,227.0018158,285.3067017,99096.44531,0.001008372,196.602356,-8.30647e-06,63.03105927,-0.50424248,0.470206648,0.764710188,2505 1618A,118.3418,35.0573,20170601,39.93871866,2971,7183,1938178.593,837382.3357,69,0.693356812,241.8581238,286.4443359,100889.4766,0.00117236,208.6896057,-1.25053e-05,63.09588242,-0.611379445,0.327045649,0.750219464,1984 1619A,118.2939,35.0622,20170601,41.16340782,2970,7175,1934137.156,837013.5356,69,0.66381824,241.6122437,286.4294128,100814.9297,0.001178699,207.7281342,-1.27008e-05,62.91082382,-0.583984137,0.315621823,0.750642538,1981 1620A,118.2764,34.9817,20170601,46.4432133,2983,7172,1934992.172,827221.8775,67,0.695376277,241.1823883,286.5305481,100856.2891,0.001240561,209.2254639,-1.31028e-05,62.69041824,-0.609249353,0.335206538,0.7568174,2636 1621A,118.4023,35.0896,20170601,47.18435754,2966,7192,1942186.841,842367.2284,66,0.701261699,242.7005157,286.369873,100884.3359,0.001143498,209.2429352,-1.21448e-05,63.32729721,-0.6231457,0.321647912,0.751848996,2454 1622A,116.3061,37.4664,20170601,54.98997135,2585,6857,1709166.373,1083860.779,22,1.134077907,212.0407715,286.4750061,101410.1172,0.000888311,199.1997528,-1.10325e-05,50.6620903,-0.60163784,0.961334705,0.859624803,2239 1624A,116.3189,37.4489,20170601,57.425,2588,6859,1710634.495,1082008.203,23,1.123700738,212.2004547,286.4721985,101400.2031,0.00089896,199.4121552,-1.10914e-05,50.73317337,-0.5987854,0.950873017,0.860723138,2345 1625A,115.9848,36.4372,20170601,59.31179775,2750,6806,1710247.662,956308.2363,34,0.990914941,220.6962585,287.0934448,101257.5391,0.000993995,200.2789154,-1.18998e-05,53.02191925,-0.646109343,0.751302302,0.851911545,2943 1627A,115.9835,36.4796,20170601,57.26740947,2743,6805,1709054.559,961306.2282,33,0.990226269,220.3613434,287.0750427,101268.9453,0.001001082,200.6942902,-1.15546e-05,52.84360886,-0.641260743,0.754541337,0.859417915,2719 1628A,118.0062,37.3803,20170601,57.56779661,2599,7129,1845566.532,1104423.454,12,0.803805292,224.1965942,285.9595032,101618.4063,0.00080481,192.4468994,-1.06852e-05,52.11980438,-0.560337603,0.576302648,0.791954517,2410 1629A,118.0018,37.3617,20170601,54.07541899,2602,7128,1845743.867,1102144.139,12,0.797798097,224.3066864,285.9794922,101616.7813,0.000803164,191.8181,-1.08153e-05,52.10063553,-0.557247877,0.570926011,0.790579975,2740 1630A,117.9776,37.393,20170601,53.84180791,2597,7124,1842956.917,1105386.618,10,0.798869312,223.704071,285.9798584,101615.7422,0.000819592,192.3296661,-1.05893e-05,52.04418182,-0.551952839,0.57752943,0.794043303,3406 1631A,118.0482,36.8088,20170601,53.3245614,2691,7136,1864991.085,1037766.87,41,1.040923715,190.2612,285.9635315,100772.5625,0.000912619,190.433548,-8.83044e-06,56.51491547,-0.185420588,1.024276018,0.780364931,2568 1632A,118.0448,36.838,20170601,53.40947075,2686,7135,1863898.159,1041146.352,31,1.010884523,192.8911743,286.0388489,100918.625,0.000872613,189.6843262,-8.88814e-06,55.88364029,-0.225521713,0.985407293,0.780150771,3026 1633A,117.8477,36.497,20170601,53.86827195,2741,7104,1857771.496,997198.9788,210,0.918748319,191.1878204,284.4354553,97179.71094,0.001116327,205.0503235,-8.73227e-06,63.06698227,-0.178255662,0.90128988,0.753453732,3443 1634A,117.9544,36.6377,20170601,50.94507042,2718,7121,1862341.959,1015809.776,97,1.104663849,184.7385712,285.4519958,99770.29688,0.001072533,199.4207458,-8.6885e-06,59.95675278,-0.091252215,1.100888371,0.766484499,2777 1635A,118.3092,36.8198,20170601,58.88951841,2689,7177,1885401.582,1044044.809,65,0.975193918,189.9206696,285.8804321,100598.2109,0.000938738,199.3250732,-8.44907e-06,56.64081955,-0.168005884,0.960612953,0.760534585,2790 1636A,117.8512,36.8041,20170601,56.51267606,2691,7104,1849471.486,1033488.843,50,1.001184344,193.5328674,285.7624207,100466.4766,0.000942024,184.0343933,-8.87756e-06,56.74019241,-0.234273672,0.97338891,0.784299135,2390 1637A,117.5564,34.864,20170601,51.03221289,3002,7057,1879442.789,799424.9154,73,1.006241918,248.7110291,286.8347168,100420.9766,0.001372134,207.3903198,-1.34282e-05,63.67664719,-0.937564194,0.365371346,0.782929778,2015 1638A,117.2852,34.7837,20170601,60.64944134,3015,7014,1859415.879,784826.8558,70,1.242194533,242.221283,287.3563232,100902.8359,0.001318938,210.5931702,-2.32299e-05,61.3789444,-1.099018335,0.578969836,0.798897803,3443 1639A,117.5852,34.7745,20170601,49.32633053,3016,7062,1884260.578,789460.6903,59,0.980308354,250.0236511,287.0166931,100924.2344,0.001424066,205.4583435,-1.4544e-05,62.94879913,-0.921314776,0.334938079,0.775545597,3033 1640A,117.732,34.5667,20170601,62.16432584,3049,7085,1902036.32,767888.5055,26,0.918803453,247.8565063,287.0748291,101215.9922,0.001579051,205.4299927,-1.08905e-05,61.92969894,-0.851022899,0.34635222,0.780947626,2514 1641A,117.4518,35.0992,20170601,49.70762712,2964,7040,1864448.603,825083.3174,168,1.152058601,240.746933,286.5387268,99600.75781,0.001163998,209.1637573,-1.16866e-05,64.45832825,-1.005118847,0.563005388,0.779389083,3462 1642A,121.2514,37.5639,20170601,29.87078652,2570,7648,2094184.019,1191090.863,5,0.763974726,28.81622696,284.8908081,101156.7578,0.000922345,394.3131409,-4.51789e-05,63.93867493,0.368227243,0.669377387,0.61305207,2518 1644A,121.3181,37.5436,20170601,26.89346591,2573,7659,2100029.809,1190136.475,19,0.77137351,31.06195641,284.9713135,101289.2578,0.000901973,399.734436,-4.88569e-05,64.1164856,0.397990972,0.660772502,0.610537529,2453 1646A,121.2611,37.4967,20170601,30.04441261,2581,7650,2097094.775,1183425.696,10,0.782544911,28.9070816,284.8276672,101138.5469,0.000936166,363.4239807,-3.54023e-05,64.66517639,0.378264666,0.685049176,0.612672925,2328 1648A,119.12,36.7019,20170601,46.91504178,2708,7307,1953158.606,1046001.212,31,0.855927348,200.0806122,286.0301208,101318.5313,0.000787754,243.0398712,-1.1805e-05,58.25310898,-0.29386735,0.80389899,0.733187616,2308 1650A,119.1425,36.7008,20170601,47.30812325,2708,7311,1954976.224,1046319.314,30,0.849948883,200.3027039,285.9971313,101320.0703,0.000794282,243.0031586,-1.1674e-05,58.43498993,-0.294906765,0.797146857,0.727613628,2469 1652A,119.1939,36.7731,20170601,44.57843137,2696,7319,1956917.441,1055844.419,15,0.882698596,205.7969971,286.010437,101524.9688,0.000825922,246.460434,-1.36649e-05,58.17367554,-0.38412559,0.794735372,0.729832768,2927 1653A,116.6305,35.428,20170601,49.96927374,2912,6909,1788699.122,848541.891,38,1.003880501,224.9829407,287.5328369,101243.1563,0.000872848,189.3755798,-1.3267e-05,57.11571121,-0.70962292,0.710078478,0.837061763,2815 1654A,116.5856,35.4144,20170601,52.05196629,2914,6902,1785404.351,846121.2426,40,0.990174472,224.2931976,287.5345154,101232.5391,0.000872542,189.5454254,-1.36452e-05,57.07492828,-0.691452742,0.708758473,0.846585035,2235 1655A,116.5546,35.4039,20170601,45.83753501,2915,6897,1783157.681,844319.8292,39,0.98013097,223.844635,287.5210876,101212.8984,0.000871087,189.5303802,-1.37445e-05,57.03695679,-0.678925931,0.706906199,0.83983016,2937 1656A,117.1436,36.1942,20170601,50.27793296,2789,6991,1809704.741,948337.2128,142,0.720976472,245.2601013,285.5614319,98912.79688,0.001023079,167.3216705,-9.14897e-06,62.70920181,-0.654792905,0.301750451,0.805314422,2253 1657A,117.0881,36.1942,20170601,48.14542936,2789,6982,1805245.714,947316.2891,166,0.767899811,245.3131866,285.5733032,98834.11719,0.001015358,168.2943726,-9.04765e-06,62.26632309,-0.697706282,0.320742965,0.800968051,2720 1658A,117.1081,36.1758,20170601,49.33147632,2792,6985,1807349.704,945512.1025,137,0.754473269,247.5123291,285.6602478,99097.375,0.001000177,167.3327789,-9.08167e-06,62.27106094,-0.69709456,0.288598508,0.806031823,2454 1659A,119.4641,35.4178,20170601,41.96218487,2913,7362,2018749.783,902246.3748,15,0.328011721,229.0926514,286.4263306,101229.4531,0.000835942,328.4160461,-5.12127e-05,66.17008209,-0.247895807,0.21480073,0.68579483,2297 1660A,119.5198,35.4234,20170601,41.30501393,2912,7371,2023083.251,904047.8419,29,0.415533125,228.1508789,286.5542908,101158.75,0.00082856,347.9267578,-5.97478e-05,65.79637909,-0.309525549,0.277239442,0.689523339,2671 1661A,119.54,35.3962,20170601,42.57464789,2917,7374,2025527.588,901278.7395,8,0.455493599,230.3441315,286.6143799,101210.8516,0.000822518,359.7850037,-6.46903e-05,65.52081299,-0.35067302,0.29069373,0.682033181,2252 1662A,122.1206,37.4294,20170601,27.61864407,2591,7787,2166234.705,1194199.033,49,0.803479731,62.70717239,285.1461182,101083.7813,0.000853198,471.1765137,-6.81902e-05,66.57131958,0.714020133,0.368449271,0.591804385,3925 1665A,118.5019,37.4658,20170601,50.71587744,2586,7208,1882119.232,1123918.835,5,0.967041969,225.3577423,285.8274536,101685.8594,0.000737644,213.9183502,-1.76364e-05,53.44158936,-0.688042283,0.679535091,0.759425759,1888 1666A,118.6672,37.4314,20170601,46.0,2591,7235,1896097.456,1123039.327,3,1.088632822,225.6043396,285.9559326,101712.8984,0.000692601,246.7866974,-3.30833e-05,54.03356934,-0.777838171,0.76163584,0.762271285,2687 1667A,118.5857,37.4442,20170601,50.74328358,2589,7222,1889324.677,1122979.022,3,1.018675447,225.4268494,285.8803406,101704.1953,0.000712919,230.8400879,-2.55836e-05,53.74921417,-0.725641906,0.714942992,0.759936035,2616 1669A,113.586606,24.769519,20170601,36.18194444,4617,6422,1778356.609,-446737.7104,76,0.164397284,326.3635864,293.2125244,99861.25,0.002506563,161.2261047,-1.04936e-05,75.91668701,-0.091073401,-0.136865273,0.564152837,3361 1670A,113.5593889,24.81119444,20170601,36.51396648,4610,6417,1774872.706,-442465.1156,83,0.119470909,359.6052246,293.1229858,99516.77344,0.002608585,153.9846191,-1.02474e-05,75.82808685,-0.000834516,-0.119467996,0.555465877,5077 1671A,113.598061,24.795928,20170601,31.37429379,4613,6424,1778861.143,-443511.2655,86,0.158265471,316.9199219,293.2704773,99853.49219,0.002434323,161.2541962,-1.04215e-05,75.90643311,-0.108106621,-0.11558944,0.551126122,4904 1672A,113.6734722,24.77908333,20170601,34.24229692,4615,6436,1786357.567,-444068.7309,109,0.293609947,292.8977661,293.0881042,99527.21875,0.002214485,172.4920959,-1.06398e-05,76.00717163,-0.270480275,-0.114224441,0.543126583,5945 1673A,113.5970833,24.68636111,20170601,38.7745098,4630,6424,1781167.704,-456052.303,73,0.2482678,321.5082397,293.0586548,99833.8125,0.002538019,169.159668,-1.0991e-05,76.30568695,-0.154536545,-0.194307387,0.56836319,4352 1674A,116.6794,23.3667,20170601,24.04929577,4841,6917,2105426.719,-544986.0802,11,1.956584573,282.5606689,294.9193115,101028.1328,0.002088661,339.1417236,-5.81948e-05,80.44031525,-1.909778714,-0.425403595,0.397007704,2273 1675A,116.7244,23.3633,20170601,19.99022346,4842,6924,2109811.824,-544404.5089,8,2.15453577,283.184082,294.9730835,101148.1875,0.00205156,354.6831665,-6.70754e-05,80.52487946,-2.097773314,-0.491295993,0.416325361,2540 1676A,116.7258,23.2775,20170601,21.45567867,4856,6924,2112121.305,-554053.7485,18,2.458545923,283.6779175,295.0837708,101214.3203,0.002042381,387.1519165,-8.64682e-05,80.65623474,-2.38885355,-0.58122921,0.40844658,2658 1677A,116.7519,23.4714,20170601,30.35614525,4825,6928,2109693.098,-531613.8745,6,1.73174572,282.6190796,294.8141785,101162.0938,0.002144465,322.5917053,-4.62446e-05,80.42146301,-1.689933777,-0.378242075,0.394721866,2589 1678A,116.6092,23.2539,20170601,24.50423729,4859,6905,2101564.77,-559215.9042,27,2.059513807,282.8687744,294.9584656,101095.2734,0.002129409,356.4177246,-5.92966e-05,80.64022827,-2.007808685,-0.458586454,0.412594229,3220 1679A,116.4019,23.2536,20170601,29.83704735,4860,6872,2081733.081,-563662.5741,6,1.18530345,281.2310791,294.513916,100616.0781,0.002322017,298.2737732,-2.39391e-05,80.19814301,-1.162616491,-0.230796665,0.414222956,3275 1680A,110.3539,21.2706,20170601,25.63165266,5177,5905,1534712.054,-899260.9562,20,1.636835337,259.013092,295.7459412,100946.1172,0.003391973,305.9963379,-1.83328e-05,81.19696808,-1.606820703,0.312020898,0.465937406,3658 1684A,110.3316,21.2679,20170601,25.9859944,5177,5901,1532549.208,-899914.3795,30,1.630625367,259.1130371,295.7373657,100906.1563,0.003400438,302.6914978,-1.81729e-05,81.16773987,-1.601264477,0.308044285,0.46582824,3771 1685A,110.4558,21.2567,20170601,25.92837079,5179,5921,1545062.979,-899235.8645,6,1.857905626,258.0644226,295.9324951,101128.1875,0.003109846,320.9769592,-1.92166e-05,81.33553314,-1.817723632,0.384310037,0.460234612,3938 1686A,111.0286,21.4689,20170601,20.53975535,5145,6013,1597876.796,-866079.9479,10,2.114904881,261.5062256,296.0270996,101157.7344,0.002491188,339.5609741,-3.8719e-05,80.32311249,-2.091695547,0.312462777,0.447047234,4687 1687A,110.9294,21.6533,20170601,25.79741379,5116,5997,1584662.127,-846822.8131,25,1.499594092,257.2289429,295.6622925,100974.1484,0.003086019,263.2003784,-1.80007e-05,80.44173431,-1.462482691,0.331552088,0.464969575,3127 1688A,110.9067,21.6669,20170601,30.53888889,5113,5993,1582172.246,-845648.9609,18,1.438597679,256.0663147,295.6444397,100975.0938,0.003137077,258.7303162,-1.74419e-05,80.34757233,-1.396253467,0.346467406,0.46733588,3044 1689A,110.8592,21.6828,20170601,29.20142857,5111,5985,1577195.653,-844612.331,16,1.385302186,254.2406921,295.6589355,101002.3594,0.003173307,258.4579773,-1.73949e-05,80.11118317,-1.333215833,0.376294553,0.473231673,4321 1690A,116.1278,24.3289,20170601,23.67318436,4687,6828,2028900.049,-447698.4233,113,0.257462442,284.8291931,294.0529785,99295.8125,0.001944559,188.3181458,-1.22597e-05,73.48175812,-0.248890728,-0.065881118,0.459909528,4205 1691A,116.0797,24.2719,20170601,25.39915966,4697,6821,2025761.598,-455159.1549,86,0.276028544,279.0545654,293.9372253,98807.10938,0.001931621,195.1190643,-1.26219e-05,72.89041138,-0.272591144,-0.043426152,0.451126069,3202 1692A,116.1248,24.2654,20170601,28.63611111,4698,6828,2030189.843,-454965.8425,100,0.282169163,269.8446045,293.9444885,98899.23438,0.001918752,188.7090302,-1.22029e-05,73.30332947,-0.28216809,0.000778423,0.460862756,3725 1696A,114.6778,23.7569,20170601,27.04225352,4779,6596,1904794.086,-541658.8868,55,0.586523652,328.3630066,293.8779907,99595.33594,0.002593908,228.8796234,-3.0584e-05,76.98720551,-0.30769074,-0.499335945,0.47852692,4106 1697A,114.6944,23.7586,20170601,29.19382022,4779,6599,1906340.171,-541143.9331,44,0.585864961,327.2789001,293.8950195,99774.74219,0.002589757,229.3222809,-3.0059e-05,76.90437317,-0.316726774,-0.492871106,0.48905459,2415 1698A,114.6892,23.7233,20170601,26.02240896,4784,6598,1906657.589,-545252.5687,41,0.588151395,325.039978,293.8720093,99512.89063,0.002575225,228.3772736,-2.95643e-05,76.69662476,-0.337049514,-0.481995523,0.480994403,3684 1699A,111.9786,21.8586,20170601,30.71428571,5083,6165,1683977.545,-806139.3198,7,1.113238335,283.3474731,295.2257996,100886.5938,0.003165407,275.5071106,-2.15077e-05,79.97473907,-1.083181143,-0.256940007,0.481696308,2688 1700A,111.9508,21.8536,20170601,31.69088319,5084,6160,1681346.256,-807180.964,5,1.098488212,283.7192383,295.1897583,100760.6328,0.003157079,273.6459961,-2.29671e-05,79.90969849,-1.067161798,-0.260464817,0.473783463,3536 1701A,111.9494,21.865,20170601,26.47058824,5082,6160,1680984.09,-805915.3515,7,1.071486354,284.2114258,295.1596985,100740.5781,0.003178635,269.3141479,-2.20186e-05,79.99268341,-1.038709164,-0.262994945,0.478349328,2977 1702A,113.0425,23.6936,20170601,32.96374622,4789,6335,1749702.687,-579268.56,13,0.692171037,314.6259155,294.2069092,100369.0625,0.003248555,205.5150757,-1.60127e-05,75.4809494,-0.492657781,-0.486198574,0.563162804,2971 1703A,113.0208,23.7106,20170601,33.74147727,4786,6331,1747262.832,-577718.6276,13,0.679115951,314.8795776,294.085083,100132.6953,0.003314191,203.4927063,-1.59598e-05,75.82136536,-0.481249064,-0.479163617,0.576182544,2985 1705A,116.6339,23.6714,20170601,29.08888889,4793,6909,2093378.022,-511547.168,17,0.72311306,272.6368408,294.2747498,101239.7188,0.002698529,203.0926514,-1.7308e-05,81.17048645,-0.722348988,-0.033232827,0.430449426,2247 1706A,116.6447,23.6706,20170601,26.14225352,4793,6911,2094426.362,-511407.434,18,0.73642844,273.4875793,294.2312317,101088.9766,0.002700813,204.9089661,-1.76273e-05,81.18883514,-0.735066712,-0.044763103,0.412502825,2242 1708A,116.3697,23.5353,20170601,30.43258427,4814,6867,2071619.981,-532528.3935,8,0.602673233,262.4718018,294.2104187,100526.625,0.002467811,201.5692596,-1.58238e-05,79.18592834,-0.597475111,0.078984156,0.426376343,1827 1709A,116.3242,23.5486,20170601,32.28,4812,6860,2066947.195,-531983.3618,6,0.560389459,259.8047485,294.1719666,100519.0156,0.002483285,190.9488068,-1.40494e-05,79.04416656,-0.551536977,0.099213406,0.436569273,2131 1710A,116.3594,23.5739,20170601,28.48587571,4808,6865,2069673.629,-528382.5837,31,0.57477802,259.56604,294.0877686,100362.9063,0.00251438,191.7503662,-1.44238e-05,79.42962646,-0.565269351,0.104116783,0.442840546,2550 1711A,116.4094,23.5292,20170601,32.23882682,4815,6873,2075560.155,-532379.95,5,0.638857126,264.2199707,294.2381592,100533.2813,0.002460144,210.3935699,-1.73349e-05,79.34617615,-0.635606289,0.064366683,0.452055335,3204 1712A,112.0392,22.9169,20170601,32.90555556,4913,6174,1668906.96,-685097.1764,98,0.864083827,257.4291077,293.9777222,98439.94531,0.003149707,207.1984253,-1.13128e-05,78.8657074,-0.843362033,0.188099161,0.542743862,4141 1713A,112.0369,22.9394,20170601,34.66527778,4910,6174,1668235.942,-682578.3419,84,0.861535609,258.6884766,293.9867859,98492.67969,0.003142678,207.4624939,-1.14652e-05,78.7071228,-0.844793677,0.169018582,0.54842627,3794 1714A,112.0539,22.9539,20170601,31.77562327,4907,6177,1669594.799,-680641.0578,93,0.844846368,260.4356995,294.0514221,98688.71875,0.003123252,207.6355591,-1.16317e-05,78.41332245,-0.833096981,0.140409529,0.547084212,3633 1715A,102.5778,24.3694,20170601,17.84818942,4681,4660,732243.8087,-633716.8712,1683,1.344697118,0.650136769,288.7161255,81393.97656,0.002282492,265.4284363,-1.11814e-05,71.266922,0.015253415,1.344610572,0.284979969,4102 1718A,115.42277,35.248889,20170601,58.11235955,2940,6716,1694779.584,805984.7651,52,0.824534595,221.7895813,287.816803,101052.4141,0.000894984,199.6607361,-1.06523e-05,56.91238022,-0.549454033,0.614782512,0.85853982,2606 1719A,115.474722,35.2375,20170601,57.86516854,2942,6724,1699312.921,805535.9362,54,0.831949711,222.1751099,287.7970276,101062.6094,0.000913777,198.8802338,-1.04138e-05,56.93972778,-0.558556497,0.616567075,0.870670557,2481 1720A,115.455,35.27,20170601,62.4789916,2937,6721,1696888.385,809036.3481,52,0.829551816,221.8765564,287.800293,101053.0,0.000899515,199.1878052,-1.06659e-05,56.82141876,-0.553735673,0.617683649,0.8643592,2394 1721A,113.3819,40.1097,20170601,39.15384615,2163,6389,1417699.178,1352644.265,1061,0.856366098,94.81126404,280.1578979,88586.0625,0.000814735,169.4886322,-4.989e-06,45.98936081,0.853352129,-0.071784958,0.446172684,1500 1723A,113.2994,40.0758,20170601,36.50283286,2168,6376,1412176.251,1347391.396,1044,1.037079215,92.7870636,280.2149658,88793.95313,0.000879601,169.8482971,-5.01817e-06,46.33763123,1.035854936,-0.050377745,0.460584641,1695 1724A,113.3444,40.0917,20170601,36.00139665,2165,6383,1415248.415,1349945.409,1063,0.945655406,94.06076813,280.2436523,88790.20313,0.000840312,169.8782806,-4.99748e-06,46.15485001,0.943284571,-0.066920348,0.446914136,2456 1725A,113.2661,40.1269,20170601,42.12784091,2160,6371,1408483.638,1353041.464,1088,1.077930689,98.62270355,279.7328186,88122.97656,0.000914728,174.4394226,-4.89987e-06,46.71366119,1.065755129,-0.161556855,0.440841585,2310 1726A,113.2711,40.0844,20170601,37.62215909,2167,6371,1409823.557,1348016.301,1059,1.117697477,94.34470367,279.9786072,88437.00781,0.000913198,171.1439209,-4.99299e-06,46.54786682,1.114489675,-0.084618978,0.444447666,1961 1727A,113.1097,36.1542,20170601,67.22486034,2795,6346,1485084.616,875952.9463,943,0.964887202,186.347641,282.2278442,90274.5,0.000935444,180.4326019,-5.5988e-06,61.57829666,-0.106675446,0.958972156,0.591946423,2641 1728A,113.0972,36.1939,20170601,67.90720222,2789,6344,1483190.84,880489.7113,929,0.92394352,186.3601074,282.2337036,90377.16406,0.000930865,178.9786987,-5.68634e-06,61.25635529,-0.102349192,0.918257236,0.596491933,2285 1730A,113.0886,36.2126,20170601,68.68767507,2786,6342,1482079.491,882586.0442,921,0.899124026,186.4111176,282.2459106,90455.11719,0.000930382,178.1455078,-5.74636e-06,61.09853745,-0.100394957,0.893501461,0.584191799,2593 1731A,113.0844444,36.1855,20170601,72.24509804,2790,6341,1482343.41,879297.2939,923,0.935123861,185.7047882,282.3136292,90535.88281,0.000935539,178.7865906,-5.70066e-06,61.24636841,-0.09295135,0.930492699,0.584604263,2640 1733A,111.5531,36.0783,20170601,69.44428969,2808,6096,1360243.985,844368.3913,461,0.185014188,48.76656342,286.0409546,94797.14063,0.000819977,139.1143646,-6.35906e-06,53.23267365,0.139133215,0.121951602,0.550884366,2351 1734A,111.5028,36.0714,20170601,76.35933148,2809,6088,1356289.227,842849.6058,449,0.435884416,82.36463928,285.7574768,94566.72656,0.000884549,137.0457611,-6.38621e-06,53.3295517,0.432017267,0.057933468,0.550855398,2229 1735A,111.5169,36.0822,20170601,78.88718663,2807,6091,1357218.381,844333.2562,453,0.339239419,77.31710815,285.9347534,94772.69531,0.000865237,138.6897125,-6.38313e-06,53.3003273,0.330959052,0.074494846,0.551361203,1854 1736A,111.5025,36.0875,20170601,81.15416667,2806,6088,1355939.014,844767.0044,440,0.452304006,84.21585846,285.7679138,94605.77344,0.000895034,138.6487274,-6.39933e-06,53.35424805,0.449999183,0.045603085,0.548592687,2348 1737A,111.4917,36.0417,20170601,72.86685552,2813,6087,1355986.122,839151.8689,450,0.449992746,81.76942444,285.7096863,94505.49219,0.000878388,134.7795715,-6.38288e-06,53.3822403,0.445355088,0.06443841,0.559331894,3125 1738A,113.5753,37.8564,20170601,55.25140449,2523,6420,1484010.913,1085897.954,699,0.753548741,77.30951691,282.0491028,91621.40625,0.001092094,158.8437347,-4.69538e-06,61.50248718,0.735133767,0.165571943,0.600037038,2636 1739A,113.4922,37.8792,20170601,50.03267045,2519,6407,1476932.222,1087367.834,814,0.712742805,85.05738068,281.4868774,90467.03125,0.001168665,160.7254639,-4.35382e-06,61.85591507,0.710089743,0.061439585,0.575711429,3710 1740A,113.5922,37.8561,20170601,58.70972222,2523,6423,1485351.795,1086117.5,679,0.763870895,76.171875,282.1902466,91948.92969,0.001079989,158.0419922,-4.7696e-06,61.43956757,0.741724551,0.182602018,0.607760191,2378 1741A,113.6292,37.8531,20170601,53.93452381,2524,6429,1488341.014,1086319.293,657,0.784118831,73.47470856,282.404541,92413.99219,0.001054754,156.8799438,-4.92769e-06,61.30110931,0.751721799,0.223062009,0.612173796,2942 1742A,113.5689,37.8694,20170601,54.83193277,2521,6419,1483208.897,1087353.179,691,0.751902997,79.04614258,282.0428467,91645.79688,0.001107621,158.2690582,-4.65268e-06,61.55775452,0.738197923,0.142905459,0.594920456,2677 1743A,113.5158,37.85,20170601,48.72804533,2524,6411,1479459.56,1084236.684,1015,0.723758757,80.24599457,281.6029358,90565.72656,0.001122177,161.6535339,-4.48116e-06,61.67048264,0.713291228,0.122647464,0.57794106,4109 1744A,118.9233,42.2814,20170601,24.72268908,1815,7276,1773620.886,1702038.747,568,1.161489248,78.83686829,279.4663086,94247.65625,0.000646835,275.7804565,-4.18163e-06,44.60363007,1.139504671,0.224914044,0.444131255,1742 1745A,118.9572,42.2725,20170601,25.29608939,1816,7281,1776347.103,1701594.229,567,1.119968891,77.79209137,279.4325867,94233.67188,0.000648198,273.7367554,-4.20237e-06,44.44298935,1.094633222,0.236872196,0.439684719,1814 1746A,118.8789,42.2556,20170601,23.22576177,1819,7269,1771153.982,1698173.765,586,1.231915832,77.69317627,279.3052063,93901.78906,0.000665481,276.4822083,-4.11452e-06,44.82976913,1.203596115,0.262626946,0.446661711,2288 1748A,123.044,41.1196,20170601,33.3767313,2001,7935,2111414.324,1646346.904,86,1.042547464,193.8271942,281.1046753,100647.7344,0.001028935,270.2232361,-8.14869e-06,52.92178726,-0.249155462,1.012337208,0.565992832,4178 1749A,123.011,41.0931,20170601,28.875,2005,7930,2109908.208,1642530.524,90,1.024908066,194.9835358,281.1362,100626.1094,0.001023153,271.911499,-8.1068e-06,52.71163177,-0.26497367,0.990063429,0.575857282,2169 1750A,123.0485,41.1442,20170601,33.3189415,1997,7936,2110897.322,1649328.24,45,1.050357699,192.3028564,281.1580811,100798.8125,0.001027347,270.3400574,-8.23458e-06,52.62127304,-0.22380285,1.026237607,0.571201563,3024 1751A,122.9642,41.0971,20170601,35.54178273,2005,7922,2106341.566,1641995.548,33,0.997273862,194.035675,281.3293457,100951.4219,0.001008122,274.7186584,-8.05235e-06,52.06453705,-0.241857901,0.967501879,0.582949519,2008 1752A,122.9481,41.0833,20170601,33.61173184,2007,7920,2105634.975,1640031.91,30,0.986440301,194.9032288,281.3385315,100941.7578,0.001004585,275.0236511,-8.00317e-06,52.10451889,-0.253692627,0.953259945,0.578601956,2566 1753A,123.0156,41.0831,20170601,32.32402235,2007,7930,2110588.975,1641456.644,89,1.017026067,196.005249,281.0834045,100501.4375,0.001024689,271.6261292,-8.07623e-06,52.90532303,-0.280411899,0.977604866,0.574787974,2426 1754A,123.1289,41.0228,20170601,27.61384615,2016,7949,2120971.258,1636826.661,188,0.991235197,202.1609344,280.5291138,99275.10156,0.001079577,261.7826538,-7.52596e-06,56.43515015,-0.373892814,0.918014884,0.554819524,5871 1755A,123.81,41.8469,20170601,40.69088319,1885,8058,2141747.097,1748149.867,87,0.878900826,184.9146118,280.2966919,100380.3125,0.001143382,271.5030823,-9.0348e-06,54.2951088,-0.075293928,0.875669718,0.547599912,2618 1756A,123.9169,41.8828,20170601,34.99301676,1879,8075,2148190.082,1754686.447,85,0.870360017,183.5139618,280.1009216,100188.2578,0.001156587,270.4274902,-9.77627e-06,55.74318314,-0.053344153,0.86872375,0.5467273,2909 1757A,124.0383,41.8625,20170601,29.60694444,1882,8094,2157668.334,1754970.617,101,0.84517628,183.5670471,279.8502808,100080.3125,0.001151623,261.1168518,-1.00531e-05,57.75439072,-0.052582294,0.843539,0.519235134,2924 1758A,123.9,41.8594,20170601,36.30779944,1883,8072,2147800.77,1751577.819,29,0.87275064,184.5937195,280.1603394,100265.2422,0.001149039,268.6628418,-9.49985e-06,55.61320496,-0.069896147,0.869947255,0.547334552,2106 1759A,124.0878,41.8864,20170601,24.38515406,1878,8102,2160385.598,1758854.659,112,0.830179811,182.088028,279.6804504,99977.20313,0.001157755,259.2373657,-1.0378e-05,58.36804199,-0.030246619,0.829628646,0.513459384,3465 1760A,123.7117,41.8417,20170601,31.18296089,1885,8042,2134832.2,1745401.718,63,0.873235941,183.675354,280.4032593,100545.0,0.001139717,274.9641113,-8.72034e-06,52.91415787,-0.055975433,0.871440053,0.541828632,3277 1761A,123.8436,41.3283,20170601,26.20416667,1968,8063,2162520.964,1688183.398,162,0.873671293,204.9165802,278.8351746,98619.32031,0.001152897,220.4054718,-7.31843e-06,63.46626663,-0.368065864,0.79235661,0.533671618,3511 1762A,123.7528,41.3369,20170601,27.14763231,1966,8048,2155605.823,1687194.647,188,0.949497402,204.2605286,279.2185364,98945.27344,0.001130412,224.369873,-7.40622e-06,61.5226059,-0.390124828,0.865648866,0.532090425,3645 1763A,123.7308,41.3047,20170601,28.61699164,1971,8045,2155138.321,1682943.257,144,0.922013879,205.1357117,279.1554565,98943.08594,0.001129588,224.1584473,-7.41297e-06,61.90137863,-0.391627342,0.834708095,0.537741661,2687 1764A,123.7669,41.2864,20170601,26.47777778,1974,8051,2158414.03,1681593.864,191,0.869398117,206.2238617,278.9196472,98686.57031,0.001140165,221.9816895,-6.95975e-06,63.02005005,-0.38415876,0.779919982,0.541263163,1919 1765A,123.7989,41.2692,20170601,27.25905292,1977,8056,2161353.316,1680284.484,308,0.814185798,207.383728,278.6672668,98296.72656,0.00115036,220.2493134,-6.77902e-06,63.97449875,-0.374472648,0.722958326,0.52306056,4624 1766A,123.8142,41.3472,20170601,30.93201133,1965,8058,2159712.486,1689748.352,161,0.927616775,204.4311829,279.0293884,98795.14844,0.00114235,222.1768951,-7.48937e-06,62.4950676,-0.383651495,0.844561636,0.539563358,5019 1767A,121.0986,41.0781,20170601,28.91643454,2008,7624,1969871.935,1601063.146,31,0.790780127,53.80680084,282.4335938,100952.2188,0.0006376,339.7416077,-3.11962e-05,52.37919998,0.638170719,0.466981113,0.598131895,2588 1769A,121.2008,41.1219,20170601,31.9719888,2001,7640,1975992.091,1608279.215,16,0.765205562,49.74586487,282.3079224,101010.5625,0.000665039,342.2581787,-3.15717e-05,52.36695099,0.583981395,0.494474769,0.596599877,2820 1770A,121.1178,41.1222,20170601,34.33379888,2001,7627,1969871.191,1606648.036,29,0.743052661,53.06433105,282.2899475,100820.6094,0.000654298,331.3728333,-2.60269e-05,52.22275543,0.593917787,0.446529895,0.599375308,1881 1771A,121.1303,41.1386,20170601,33.10893855,1998,7629,1970264.929,1608832.426,44,0.724091947,52.45780563,282.2090454,100763.1406,0.000662681,327.9137573,-2.38005e-05,52.1627388,0.574124098,0.441237658,0.599637628,2085 1772A,126.555,43.8875,20170601,31.1800554,1558,8497,2260211.196,2047796.098,189,1.079998493,26.33688354,276.2576599,98285.03906,0.001296815,223.7047119,-1.02139e-05,65.95077515,0.479126126,0.967902243,0.469642848,1610 1773A,126.5844,43.8358,20170601,31.67275281,1566,8501,2264245.244,2042462.893,192,1.05459702,24.25174522,276.1485596,97983.03906,0.001325919,222.8381348,-1.13752e-05,66.80348206,0.433160365,0.961533725,0.464100629,1338 1774A,126.4978,43.8228,20170601,27.61111111,1568,8488,2258753.289,2038958.373,211,1.141084075,27.65626335,276.2796021,98057.96094,0.001307207,225.2650299,-1.02492e-05,65.81345367,0.529638231,1.01072073,0.46103543,2874 1775A,126.5786,43.8947,20170601,28.36768802,1557,8501,2261564.378,2049176.139,190,1.054775834,24.77671051,276.2477112,98243.07813,0.001298738,222.9978027,-1.03935e-05,66.21914673,0.442026615,0.95768714,0.46543923,1182 1776A,126.55,43.8256,20170601,32.43871866,1568,8496,2262258.937,2040484.807,195,1.088535547,25.58363914,276.1708069,97975.71094,0.001322086,223.7497253,-1.10763e-05,66.50260925,0.470047265,0.981817245,0.46669054,1638 1778A,126.6772,43.7256,20170601,29.62780899,1584,8516,2274943.717,2031798.981,248,0.931865454,23.03873825,276.40448,97893.25781,0.001432117,218.5051727,-1.45337e-05,69.23558044,0.364678681,0.857544601,0.464548469,4038 1779A,123.9305,47.3636,20170601,28.63649025,1002,8077,1954309.116,2397572.868,148,0.835941911,87.43138123,276.2744751,99684.47656,0.000591043,265.0334473,-1.42837e-05,54.6150856,0.835100353,0.037501004,0.287700415,2288 1780A,123.9305,47.3386,20170601,24.86428571,1006,8077,1955198.093,2394641.323,150,0.829468727,87.06686401,276.3829651,99684.71875,0.000590996,265.2062073,-1.42953e-05,54.59431076,0.828380167,0.042481396,0.284867764,2303 1781A,123.9483,47.3227,20170601,29.87815126,1008,8080,1956931.799,2393131.241,149,0.823303163,86.40278625,276.4429932,99683.59375,0.000592894,265.4508057,-1.44941e-05,54.6813736,0.821678758,0.051692162,0.287535667,2019 1782A,123.6261,47.203,20170601,26.81497175,1028,8028,1939987.251,2372698.985,152,0.808801353,93.36252594,276.7007141,99660.85156,0.00057352,264.4382019,-1.32619e-05,53.23241806,0.807411194,-0.047400083,0.278404564,2257 1783A,123.945,47.2988,20170601,34.6183844,1012,8079,1957565.5,2390263.032,145,0.81807965,86.1865387,276.5497437,99684.0625,0.000592191,265.580658,-1.44241e-05,54.62895966,0.816265941,0.0544452,0.292001158,2225 1784A,129.61,44.561,20170601,25.8449848,1450,8986,2441859.814,2198805.64,234,0.981581807,57.61687088,275.4317017,97660.04688,0.000863476,278.4235535,-6.57577e-06,67.04069519,0.828916192,0.525738358,0.39620468,1676 1785A,129.6115,44.5782,20170601,22.02089136,1448,8986,2441233.949,2200821.496,234,0.989310861,58.80412292,275.4117432,97642.53125,0.000865467,279.347168,-6.52603e-06,67.0668869,0.846242487,0.51245451,0.391554326,1539 1786A,129.5902,44.5952,20170601,22.29411765,1445,8982,2439075.802,2202248.195,248,0.985315084,63.14550781,275.3909302,97506.6875,0.000871453,279.1282043,-6.38892e-06,67.08575439,0.879040897,0.445121258,0.399129808,2144 1787A,129.6459,44.6104,20170601,26.84033613,1442,8991,2442196.077,2205380.206,233,1.036484718,59.33597183,275.3889465,97480.22656,0.000870559,283.7144775,-6.43757e-06,67.14394379,0.891539633,0.528637528,0.391809464,2599 1788A,129.6386,44.5462,20170601,19.77793296,1453,8990,2444419.662,2197814.352,248,0.991636574,53.80203247,275.4576721,97609.59375,0.000862419,279.5148621,-6.75001e-06,67.07952118,0.80021596,0.585659921,0.398675889,2559 1789A,124.8354,46.0347,20170601,29.63342697,1215,8222,2062275.815,2260418.357,134,0.837191284,54.04372787,276.9046936,99844.53906,0.000723391,246.5344696,-1.66291e-05,58.32799149,0.677663684,0.4915905,0.330724269,3067 1790A,125.112,46.528,20170601,25.71428571,1136,8266,2062553.292,2323900.883,145,0.893705666,65.95240021,276.1199036,99694.01563,0.000782598,227.8874817,-1.46265e-05,60.30093384,0.816126168,0.364208668,0.342921376,1968 1791A,124.8847,46.3991,20170601,22.25633803,1156,8230,2052200.799,2304072.26,141,0.829764247,64.21159363,276.457489,99810.27344,0.000759838,231.6907501,-1.19601e-05,58.84423065,0.747113466,0.361012697,0.332987547,2635 1792A,125.1386,46.5776,20170601,32.70612813,1128,8270,2062482.14,2330255.339,146,0.887265623,66.03892517,276.1003418,99685.6875,0.0007852,227.4758911,-1.45286e-05,60.44749832,0.810790241,0.360360205,0.351172179,1631 1793A,124.8648,46.6219,20170601,21.60504202,1121,8226,2042703.381,2329714.516,147,0.841696203,67.82704163,276.3719482,99741.51563,0.000755784,234.8500214,-1.28773e-05,59.32965088,0.779440641,0.317686498,0.337514758,2678 1794A,118.3528,31.3508,20170601,46.87988827,3564,7184,2043879.192,404959.6551,8,1.18000567,275.0214233,289.0262146,101545.1563,0.002046067,228.2472839,-2.3132e-05,68.5449295,-1.175481796,-0.103226781,0.757713377,2066 1795A,118.37,31.4189,20170601,49.21848739,3553,7187,2043439.952,413221.435,11,1.186893106,274.5854492,288.9786377,101514.2734,0.002047622,231.4064636,-2.42413e-05,68.49343872,-1.183098793,-0.094829425,0.756279826,1929 1796A,118.3708,31.3178,20170601,55.5,3569,7187,2046353.174,401504.7943,13,1.190397501,275.0525818,289.0646057,101574.3203,0.002036665,226.9997711,-2.25608e-05,68.51829529,-1.185777068,-0.104779951,0.76573962,784 1797A,118.4022,31.3839,20170601,48.11772853,3559,7192,2047188.256,409829.4369,10,1.208682656,274.6813049,289.0191345,101518.1172,0.002031749,229.969986,-2.35457e-05,68.44996643,-1.204655409,-0.098586068,0.757750034,3297 1798A,118.5058,31.6861,20170601,45.78672316,3510,7209,2047522.145,447072.3849,16,1.170979023,270.3184814,288.6643372,101463.5547,0.002137391,238.0056915,-2.44232e-05,68.46238708,-1.170961142,-0.006454895,0.772407889,3157 1799A,118.4828,31.6411,20170601,43.52653631,3518,7205,2046830.322,441367.1691,7,1.177890301,271.4775085,288.7276306,101530.1328,0.002095668,237.3304138,-2.4753e-05,68.43269348,-1.17750001,-0.030316068,0.765924096,2881 1800A,118.5106,31.7506,20170601,49.01256983,3500,7210,2046104.694,454664.0869,10,1.156383038,268.999176,288.5747375,101481.2656,0.002197216,238.6899872,-2.39665e-05,68.50488281,-1.156205773,0.020251423,0.761320829,2924 1801A,118.48,31.6928,20170601,42.37571429,3509,7205,2045128.167,447313.2434,15,1.165913343,270.4291077,288.6559448,101509.7422,0.002139366,238.0114441,-2.44669e-05,68.46792603,-1.165881038,-0.008677498,0.76921308,2441 1802A,118.6439,31.7133,20170601,57.34135977,3506,7231,2058544.327,453116.4437,50,1.178388953,268.5570679,288.4676208,101175.7422,0.002186747,237.5756378,-2.13896e-05,68.86768341,-1.178013921,0.02972706,0.764087915,5237 1803A,115.9872,29.6816,20170601,44.49293785,3831,6806,1882307.46,163967.2949,38,0.864065349,304.9067383,289.9586792,100302.0625,0.003186206,234.2413025,-3.25768e-05,74.90136719,-0.708638489,-0.494409174,0.706738114,2679 1804A,115.9581,29.7048,20170601,43.60306407,3827,6801,1879154.198,166102.221,15,0.904241383,300.8624878,290.1009216,100838.0078,0.00316569,233.4998932,-3.1819e-05,74.71866608,-0.776230514,-0.463808835,0.697830498,1723 1805A,115.988,29.7292,20170601,44.39612188,3823,6806,1881180.107,169505.7469,20,0.983640432,301.3703613,290.109436,100903.8906,0.003133138,237.3299103,-3.41341e-05,74.67681122,-0.839884281,-0.511998951,0.694528759,1122 1806A,116.0174,29.6535,20170601,37.94428969,3836,6811,1885682.75,161286.3918,153,0.832318842,310.0906372,289.7447815,99561.14063,0.003191837,235.1663055,-3.33016e-05,74.88863373,-0.63678205,-0.535969496,0.690182686,5690 1807A,116.0628,29.6926,20170601,42.53107345,3829,6818,1888706.112,166694.1596,27,0.911483943,308.1764526,290.0635376,100628.6328,0.003166914,242.4742432,-3.75787e-05,74.32828522,-0.716564715,-0.56332761,0.698226511,4904 1808A,115.9114,29.6039,20170601,43.8487395,3843,6794,1877560.323,153502.6408,55,0.73354423,307.9508057,289.6404724,99172.10938,0.003184199,224.3693085,-2.66592e-05,75.0455246,-0.578457832,-0.451080561,0.715380073,4203 1809A,116.0726,29.7534,20170601,44.47493036,3820,6820,1888034.969,173936.4542,27,1.077277899,305.2729797,290.1976624,101153.9297,0.003084939,247.3973999,-4.068e-05,73.95304108,-0.879540682,-0.622041643,0.698738039,1968 1810A,115.9936,29.5867,20170601,21.53521127,3846,6807,1885261.183,153081.4526,919,0.758080125,316.0289307,289.4712219,98615.89844,0.003181043,228.8829193,-2.99535e-05,75.33885193,-0.526369631,-0.545546055,0.685769856,6103 1811A,112.3628,34.6692,20170601,60.93277311,3033,6226,1456034.9,688227.0153,175,0.28727743,213.4764709,287.6018677,98713.89063,0.001070342,170.1418762,-1.0388e-05,60.11990356,-0.158456504,0.239624396,0.782719254,2822 1812A,112.3939,34.6511,20170601,64.64325843,3036,6231,1459000.093,686539.2996,163,0.356151402,209.9569702,287.6138611,98885.85156,0.001064777,170.621048,-1.02784e-05,60.18424988,-0.177839249,0.308572561,0.792759717,2610 1814A,112.4664,34.6869,20170601,59.93661972,3030,6243,1464253.805,691868.0353,147,0.47071591,212.0818176,287.711731,99078.67188,0.001022207,168.2483826,-1.03006e-05,59.38035965,-0.250004649,0.398837239,0.789968073,2332 1815A,112.4831,34.6869,20170601,60.01825843,3030,6245,1465639.011,692117.0163,140,0.496985734,212.0930176,287.7333679,99121.76563,0.00101551,168.0699005,-1.02809e-05,59.31695938,-0.264039189,0.421044081,0.795682788,2190 1816A,112.3844,34.6231,20170601,61.63098592,3040,6229,1458805.919,683074.0466,181,0.359400302,208.1025238,287.6013184,98882.15625,0.001072841,171.3013458,-1.01912e-05,60.51517105,-0.169291154,0.317031682,0.799704909,3060 1817A,112.4275,34.6258,20170601,63.49719888,3040,6236,1462327.233,684035.2322,145,0.428625435,207.6272888,287.6339417,99074.23438,0.001062244,171.9577026,-1.01688e-05,60.34508514,-0.19875598,0.379757583,0.793782949,3026 1818A,114.483,36.061,20170601,60.56695157,2810,6565,1598497.842,886424.4719,63,0.532841861,16.01104927,287.8005676,100718.8203,0.000720889,204.5107117,-1.03025e-05,53.10264969,0.146965787,0.512173355,0.810954034,4582 1819A,114.32,36.086,20170601,72.47486034,2806,6539,1584706.697,886751.6842,80,0.593100548,50.14426422,287.6363831,100365.9766,0.000715504,188.6518555,-9.78449e-06,53.93691635,0.455290079,0.380104244,0.786001444,2371 1820A,114.358,36.087,20170601,68.93837535,2806,6545,1587759.53,887483.8518,75,0.562115073,42.52035522,287.7117615,100500.3984,0.000709618,192.0339355,-9.92214e-06,53.72750473,0.379897565,0.414308101,0.795968533,2037 1822A,114.286,36.11,20170601,68.70670391,2802,6534,1581387.201,889053.4432,85,0.613553762,56.90554428,287.4449158,100057.2031,0.000722854,184.6355591,-9.74848e-06,54.06504059,0.514008045,0.335028261,0.779776514,2139 1824A,114.3389,34.7781,20170601,58.12853107,3016,6542,1617146.777,732039.8572,73,0.693052649,226.9611206,287.9394836,100766.4453,0.001248911,213.8705139,-1.29963e-05,58.29756165,-0.506534278,0.473016888,0.858763814,2447 1825A,114.3733,34.7975,20170601,57.65870787,3012,6548,1619527.496,734901.854,73,0.695344865,226.9511261,287.9491272,100786.3906,0.001236842,213.359024,-1.35334e-05,58.28215408,-0.508126855,0.474669933,0.859253407,2455 1826A,114.2886,34.7967,20170601,58.68994413,3013,6534,1612557.143,733414.1485,74,0.685132325,226.0942535,287.9278564,100723.9375,0.001241425,214.7375946,-1.33414e-05,58.19022369,-0.493613899,0.47513324,0.858758092,3013 1827A,113.261,35.235,20170601,66.46751412,2942,6370,1517890.406,768997.293,111,0.990185797,328.6016846,287.3854675,98972.5625,0.000908851,142.3688507,-7.82803e-06,56.18889618,-0.515935719,-0.845149815,0.763349831,2266 1828A,113.227,35.213,20170601,66.43888889,2946,6364,1515586.916,765860.683,102,0.963361323,324.8134155,287.5132141,99225.22656,0.000885309,145.1372833,-8.28708e-06,56.22066879,-0.555186868,-0.787294447,0.763045132,2691 1829A,113.2464,35.1764,20170601,67.43117978,2952,6367,1517997.666,761815.3712,94,0.885525048,318.3309937,287.7909241,99678.80469,0.000857338,150.0248566,-9.33647e-06,56.05779648,-0.58876729,-0.661443651,0.774671316,3517 1830A,113.1992,35.259,20170601,66.3319209,2939,6360,1512278.527,770893.842,191,1.006987572,328.4871826,286.9160156,97992.57813,0.000928456,141.4900665,-7.377e-06,56.6177597,-0.526407003,-0.85844028,0.759267092,3221 1831A,113.3064,33.7214,20170601,58.5933908,3185,6377,1555418.855,590391.5317,90,0.219197765,194.7049561,287.9946594,100231.4063,0.001297471,212.3942261,-1.3317e-05,62.12262726,-0.0556399,0.212018535,0.856111765,2791 1832A,113.322,33.721,20170601,62.36805556,3185,6380,1556737.852,590591.2963,86,0.224137053,198.8684845,288.0117798,100244.9141,0.001300916,212.1009216,-1.32836e-05,62.05892563,-0.072483152,0.212093398,0.861038983,2780 1833A,113.292,33.739,20170601,60.00560224,3182,6375,1553817.64,592244.35,92,0.207277298,194.2907104,287.9678955,100151.0703,0.001286896,212.2362976,-1.33991e-05,62.01827621,-0.051163293,0.20086363,0.854885578,2315 1834A,113.182,33.737,20170601,60.34225352,3182,6357,1544625.156,590273.5394,97,0.219506964,16.37846375,287.8694153,100070.1719,0.001277251,210.550293,-1.30527e-05,62.58480453,0.061894964,0.210599899,0.847097099,755 1835A,111.1928,34.7772,20170601,55.32022472,3016,6039,1356704.412,684319.8912,379,1.021046638,241.8598175,286.1897583,96117.21094,0.001186155,170.5573425,-1.24501e-05,63.67425537,-0.900339842,0.481585354,0.643416882,2603 1836A,111.158,34.794,20170601,58.11898017,3013,6033,1353483.249,685839.5396,333,1.063268185,240.825943,286.2734375,96021.22656,0.001163409,168.209137,-1.28776e-05,63.14827728,-0.928368807,0.518334508,0.633691907,2616 1838A,111.1489,34.7997,20170601,54.08100559,3012,6032,1352615.337,686392.7039,329,1.070873141,240.855072,286.2693481,95937.51563,0.001157618,167.9270477,-1.2907e-05,63.02849579,-0.935274065,0.521566451,0.632011414,2484 1839A,111.3009,30.7157,20170601,54.33893557,3666,6056,1446117.482,205402.1266,104,0.309547871,345.421875,289.5180054,98509.82031,0.002161921,120.7241745,-8.00594e-06,73.29129028,-0.077938743,-0.299575418,0.773427427,2490 1840A,111.2992,30.698,20170601,59.28888889,3668,6056,1446316.288,203297.0848,99,0.295909792,346.3167725,289.5414734,98532.79688,0.002170318,121.173378,-8.1363e-06,73.27246857,-0.070023194,-0.287505388,0.776303887,2664 1841A,111.3549,30.6463,20170601,54.88450704,3677,6065,1452233.682,198044.1008,60,0.244142145,348.8564453,289.6460571,98939.83594,0.002159378,132.5664978,-9.7884e-06,72.65235901,-0.047205616,-0.239535004,0.778909922,2219 1842A,111.268,30.696,20170601,53.72980501,3669,6051,1443612.383,202603.2384,66,0.245019481,347.559021,289.3479614,98002.59375,0.002270184,116.4564972,-7.68385e-06,73.56494904,-0.052806057,-0.239261493,0.748569667,4304 1843A,111.3296,30.7819,20170601,52.59556787,3655,6061,1447335.079,213605.1272,102,0.423213005,343.0461426,289.4862061,98716.28125,0.002046995,125.3606186,-7.87935e-06,73.60633087,-0.12344341,-0.404809803,0.763970613,3667 1844A,112.2551,30.3175,20170601,53.66573816,3729,6209,1538204.51,173167.0828,33,0.720575333,305.1057739,289.8209534,101190.7031,0.002286069,238.6536102,-2.7592e-05,69.07542419,-0.589523315,-0.414356261,0.828312814,2156 1845A,112.2068,30.3515,20170601,51.6056338,3724,6201,1533238.088,176396.0278,35,0.719484329,306.0953979,289.8277893,101111.4531,0.002264848,239.3492889,-2.78325e-05,68.91123962,-0.581397712,-0.423832983,0.823110342,2803 1846A,112.2887,30.3055,20170601,55.24782609,3731,6214,1541418.772,172287.7827,31,0.721692085,304.7090149,289.8115845,101230.0234,0.002298012,237.248764,-2.62185e-05,69.13858032,-0.593296587,-0.410899788,0.828235984,2674 1847A,113.1094,29.3578,20170601,52.86376404,3883,6345,1634409.087,74799.81927,36,1.037202001,311.8988647,290.5915833,101126.9531,0.00242957,255.5616302,-3.24913e-05,71.20270538,-0.772061884,-0.692609847,0.81054759,2291 1848A,113.1493,29.4251,20170601,49.36543909,3872,6352,1636503.272,83309.86833,37,1.007611513,309.510376,290.5125732,101102.1563,0.002437706,254.5217285,-3.35397e-05,71.39170837,-0.777424514,-0.641008675,0.797427177,3064 1849A,113.1772,29.3678,20170601,43.77106742,3881,6356,1640240.221,77095.25763,47,1.033074379,309.7947998,290.4830017,100906.2422,0.002477681,252.5169678,-3.25456e-05,71.59677887,-0.793798089,-0.661155999,0.805084109,3084 1850A,113.2621,29.4758,20170601,48.03179191,3864,6370,1645445.987,91104.79279,49,0.971163571,304.8240356,290.3257446,100698.6719,0.002459551,251.1899109,-3.49791e-05,71.96575928,-0.797273338,-0.554539263,0.799928129,4305 1851A,112.9943,29.4402,20170601,47.75,3870,6327,1622358.194,82500.33901,27,0.975420594,311.0901489,290.5697937,101300.9297,0.002306274,259.1890564,-3.23957e-05,70.60830688,-0.735194564,-0.641041577,0.811621726,4660 1852A,113.2117,29.355,20170601,43.30473373,3883,6362,1643597.387,76179.86234,71,1.034198046,308.8942871,290.4233704,100753.5703,0.002508281,250.443222,-3.21744e-05,71.83750916,-0.804965317,-0.649304628,0.784529328,4938 1854A,111.6975,28.9703,20170601,44.52442529,3945,6120,1516029.301,6965.260774,47,0.988335073,312.401001,290.4732056,101065.7109,0.002136488,238.1098022,-2.02849e-05,70.71951294,-0.729874909,-0.666399896,0.833501339,3302 1857A,111.7158,29.1456,20170601,34.8832853,3917,6123,1514159.428,27711.98488,72,1.092972755,319.6559448,290.374115,100744.2813,0.002004648,244.2007599,-2.21838e-05,70.55252075,-0.707624376,-0.832980871,0.823841989,6291 1858A,110.48,29.1389,20170601,45.04469274,3918,5925,1403307.242,8582.056399,230,0.914720058,272.6709595,288.775177,96692.19531,0.002847217,207.5251465,-8.68697e-06,77.37037659,-0.913728356,-0.042582527,0.737847686,3134 1859A,110.4697,29.1242,20170601,40.49860724,3920,5923,1402654.32,6714.878383,187,0.917783022,271.5867615,288.7306824,96559.67969,0.00287608,208.3604279,-8.75514e-06,77.36063385,-0.917432308,-0.025370562,0.752946079,3363 1860A,110.5594,29.3547,20170601,28.22005571,3883,5937,1406411.417,34977.92136,437,0.77869916,282.1037598,288.2032776,94872.96094,0.002578454,185.8214417,-7.34357e-06,77.76854706,-0.761396885,-0.163239747,0.729782701,5864 1861A,110.4417,29.315,20170601,28.36478873,3890,5919,1396597.314,28650.35021,854,0.829989314,273.9925537,288.3518677,94818.85938,0.002530119,186.5463715,-7.15413e-06,77.21740723,-0.827977836,-0.057749458,0.73192817,6076 1862A,110.4144,25.3167,20170601,33.86694678,4529,5914,1467633.742,-436319.169,208,1.257950068,312.9104614,292.0314941,98537.71094,0.002744724,222.7389526,-1.29025e-05,76.22538757,-0.921404779,-0.856417954,0.589889705,5698 1863A,110.2819,25.2697,20170601,39.11173184,4537,5893,1455969.817,-443706.6103,156,1.160073757,317.0359497,291.9952393,98086.71094,0.003143144,217.2765961,-1.29468e-05,75.39362335,-0.790695906,-0.848864615,0.599629104,2727 1864A,110.3089,25.2708,20170601,42.62952646,4537,5897,1458501.479,-443179.4241,160,1.187788486,316.0391846,291.9887085,98063.20313,0.003044128,217.6634064,-1.29818e-05,75.54496765,-0.824582458,-0.854929984,0.59533596,2931 1865A,110.2869,25.2178,20170601,37.9301676,4545,5894,1457380.305,-449612.7122,157,1.190551639,316.8713379,292.1083679,98198.99219,0.002973078,213.7904663,-1.30866e-05,75.56040192,-0.81396836,-0.868831813,0.597452879,3319 1866A,109.2256,21.5958,20170601,34.31700288,5125,5724,1417376.638,-879368.5347,30,1.062204719,275.8356323,296.1120911,101067.7266,0.0028437,345.6342468,-6.97215e-05,77.09281921,-1.056705356,-0.107947953,0.47739923,5340 1870A,109.4883,24.3898,20170601,38.23142857,4678,5766,1395974.277,-556490.9868,129,0.579104185,335.2332153,293.5350342,99628.05469,0.003629879,262.7426147,-1.98217e-05,75.74874115,-0.24264355,-0.525819182,0.56593293,5763 1871A,109.4108,24.3304,20170601,44.54661017,4687,5754,1389569.262,-564416.0529,88,0.460518152,333.2667847,293.6275024,99988.64063,0.0035935,270.2512817,-1.94417e-05,76.37477112,-0.207190618,-0.411277294,0.566913426,1987 1872A,109.3886,24.3406,20170601,40.90250696,4686,5750,1387271.058,-563557.5511,91,0.458784848,327.9056396,293.5845947,99991.25,0.003591797,271.9590149,-1.90522e-05,76.70124054,-0.243789017,-0.388652086,0.56827718,2244 1873A,109.4221,24.299,20170601,37.98179272,4692,5756,1391184.451,-567864.2424,102,0.42661804,339.6827698,293.6799927,99988.05469,0.003582781,270.4307251,-1.98839e-05,76.11131287,-0.148162261,-0.400063634,0.577699184,3181 1874A,109.3957,24.3663,20170601,50.98333333,4681,5751,1387514.832,-560503.563,95,0.507493556,325.9737549,293.5636597,99989.52344,0.003589642,270.158844,-1.89191e-05,76.6975174,-0.284011185,-0.420579761,0.57358098,2681 1875A,109.4839,24.3158,20170601,34.85854342,4690,5765,1396816.058,-565057.214,93,0.481155843,341.8652954,293.6621704,99716.19531,0.00354164,265.3618164,-2.06137e-05,75.41307831,-0.149798959,-0.457243055,0.570562541,2672 1878A,104.7778,31.4747,20170601,44.43398876,3544,5012,860985.3154,218601.7323,489,0.565733552,332.7427673,290.3540344,95431.49219,0.000928277,148.548111,-1.0968e-05,65.83541107,-0.25913763,-0.502893746,0.751277328,2850 1879A,104.7536,31.4539,20170601,50.954039,3547,5009,859107.6298,215917.4862,464,0.557541311,332.9430237,290.3952026,95466.24219,0.000919416,147.4331512,-1.09503e-05,65.92232513,-0.25365144,-0.496500999,0.743232012,2822 1880A,104.6717,31.4656,20170601,48.23743017,3546,4995,851779.8545,216595.2575,478,0.545692921,340.8397217,290.2144165,94994.57813,0.000933485,134.899231,-9.93651e-06,65.13310242,-0.1791455,-0.515448987,0.740613937,3164 1881A,104.7283,31.5072,20170601,50.53472222,3539,5005,856257.0921,222032.7411,468,0.575144768,339.2542725,290.3222656,95207.50781,0.000890028,139.0517731,-1.02673e-05,65.27946472,-0.203772381,-0.537836671,0.734473348,3465 1882A,104.5969,28.8194,20170601,49.5720339,3969,4983,875897.2962,-97212.4742,343,0.574995518,129.6760712,291.7008362,96878.45313,0.001207849,148.7240143,-1.31978e-05,71.91112518,0.44257912,-0.367074281,0.989683867,3609 1883A,104.6225,28.76611,20170601,47.41504178,3978,4988,878842.8558,-103259.58,301,0.555002809,131.8848724,291.6523438,96722.92188,0.001210027,149.8258362,-1.32929e-05,72.04242706,0.413217962,-0.37051183,1.00313437,3274 1884A,104.6061,28.7867,20170601,50.48179272,3974,4985,877111.9907,-100981.5008,320,0.572576404,130.4493408,291.7028198,96819.89063,0.001211049,149.0327911,-1.32074e-05,71.98251343,0.435744047,-0.371444285,1.002220511,3216 1885A,104.6417,28.76389,20170601,46.44150418,3978,4991,880616.5383,-103349.0838,301,0.551851332,133.8452301,291.6606445,96746.3125,0.001200382,150.9474335,-1.34452e-05,72.05448914,0.398029149,-0.382246912,1.003585696,2720 1886A,104.5761,28.71583,20170601,57.30277778,3986,4980,875197.315,-109593.8507,327,0.537228703,124.9964905,291.382843,96186.42188,0.001269122,144.9151917,-1.22388e-05,72.28664398,0.440110683,-0.308086485,0.98899138,3993 1887A,104.6789,28.7989,20170601,54.35955056,3972,4997,883595.7939,-98892.56183,340,0.572529972,139.8998413,291.7781677,96971.79688,0.001170704,153.5704498,-1.3817e-05,72.02098846,0.368812859,-0.437912852,0.996237636,4058 1888A,101.68912,26.57098,20170601,34.35014006,4329,4518,629028.2751,-383522.6956,1152,0.235272422,233.2457123,292.4658203,84378.60156,0.002155921,182.2531586,-4.06756e-06,59.89054489,-0.188498557,0.140788525,0.282065868,3456 1889A,101.5769,26.5928,20170601,36.39972145,4325,4500,618320.095,-381681.3452,1141,0.153564751,261.6351013,292.2519531,83793.34375,0.001861429,189.186264,-3.64908e-06,58.928936,-0.151930124,0.022346541,0.26872009,4783 1890A,101.7169,26.585,20170601,32.77222222,4326,4523,631524.2458,-381703.8194,1127,0.233383134,238.9780121,292.8516541,84935.07813,0.002156427,179.965744,-4.17589e-06,60.29755783,-0.199998602,0.120284021,0.280255914,4058 1891A,101.7453,26.5017,20170601,31.86768802,4340,4527,634860.3618,-391267.3535,1182,0.380367815,215.170166,293.0507202,85408.625,0.00235102,177.7971191,-4.22998e-06,59.91336441,-0.219088778,0.310933739,0.251470685,4745 1893A,105.4306,28.9583,20170601,39.22050562,3947,5117,949971.4142,-73109.55815,322,0.549115181,334.5930786,291.9873962,97864.92188,0.00128253,148.4105988,-1.30472e-05,73.7434845,-0.235634133,-0.495987952,1.058444619,4853 1894A,105.4436,28.9026,20170601,45.04634831,3956,5119,951850.5145,-79540.99998,250,0.456011117,336.5304565,292.0223694,97839.39844,0.001261711,147.2907257,-1.27689e-05,73.49526978,-0.181645274,-0.418271601,1.058086872,2653 1895A,105.4322,28.8558,20170601,41.88997214,3963,5117,951402.4495,-85159.84582,282,0.387345046,340.5147705,292.0029907,97728.45313,0.001255511,146.1122131,-1.26617e-05,73.33326721,-0.129234433,-0.365150183,1.061148047,2279 1896A,105.4322,28.8833,20170601,37.04353933,3959,5117,951057.5106,-81923.14732,287,0.428428441,338.7138062,292.0162964,97810.24219,0.001259443,146.6868134,-1.27581e-05,73.43582153,-0.155563533,-0.399187833,1.069990754,2367 1897A,104.7547,29.3628,20170601,74.37711864,3882,5009,883872.4251,-31738.68044,331,0.777469993,179.4752045,291.7219543,97437.15625,0.00105818,150.0917053,-1.27371e-05,72.93656921,0.007193131,-0.777436733,1.016264915,4591 1900A,104.7692,29.3411,20170601,64.99164345,3886,5011,885437.3467,-34168.5706,309,0.780762732,179.2603607,291.6853027,97333.69531,0.001062089,150.7517548,-1.28835e-05,72.82495117,0.010153056,-0.78069675,1.024815798,3306 1901A,104.4219,31.1208,20170601,42.56741573,3601,4955,833789.715,173481.7588,507,0.543905258,176.7321777,290.3390808,94986.32813,0.001026293,150.148819,-1.05076e-05,66.12191772,0.031054454,-0.543018043,0.766114652,3740 1902A,104.3883,31.1333,20170601,44.57222222,3599,4950,830683.0648,174681.8665,496,0.548659325,172.5022278,290.3959961,95078.42969,0.001041836,145.555542,-1.02715e-05,66.26266479,0.071641371,-0.543961883,0.768450141,3244 1903A,104.4053,31.1167,20170601,49.15927978,3601,4953,832371.9486,172854.055,494,0.547267199,174.9160767,290.3775024,95044.44531,0.001027282,148.9884033,-1.04373e-05,66.18191528,0.048544731,-0.545109868,0.770202577,3003 1904A,104.3539,31.1108,20170601,63.7266289,3602,4945,827903.7342,171719.042,489,0.568953454,167.7808685,290.5610046,95322.22656,0.00102244,145.2479553,-1.01879e-05,66.41021729,0.12046773,-0.556053579,0.776457191,3625 1905A,106.056,30.8064,20170601,41.3079096,3651,5217,982043.6272,151289.3773,308,0.879426181,308.9922485,290.844635,97502.07813,0.001381001,151.6591034,-1.20811e-05,74.92990112,-0.683553874,-0.553303242,0.87104857,4923 1906A,106.0789,30.8023,20170601,48.08472222,3652,5221,984124.0733,151032.9064,282,0.885013759,308.9163818,290.8631592,97536.82031,0.001389245,150.9994659,-1.20451e-05,75.01079559,-0.6886338,-0.555907249,0.868879318,2918 1907A,106.1031,30.8217,20170601,47.4255618,3649,5224,986003.8426,153573.1651,300,0.888030589,308.4597168,290.8873291,97559.91406,0.001398045,150.5676727,-1.21491e-05,75.05997467,-0.695405066,-0.552277148,0.876248121,2900 1908A,106.1064,30.7856,20170601,49.45391061,3654,5225,986780.9649,149330.9605,285,0.896087289,308.9842834,290.8911133,97568.39063,0.00139715,150.3124695,-1.19645e-05,75.09119415,-0.696582735,-0.563688695,0.880144715,2655 1909A,106.0642,30.7636,20170601,51.33240997,3658,5218,983342.084,146302.6342,284,0.902434289,309.4742432,290.9161072,97565.28125,0.00138268,151.4132996,-1.18652e-05,74.98168182,-0.696636617,-0.57365942,0.878920257,3093 1910A,106.1087,30.8388,20170601,42.04634831,3646,5225,986269.0717,155654.7064,318,0.888748765,308.0556641,290.9064636,97573.95313,0.001402697,150.4662628,-1.22618e-05,75.07325745,-0.699847579,-0.547802567,0.862408996,3119 1911A,106.9222,27.6869,20170601,30.9275766,4150,5356,1103370.845,-206732.1068,869,1.204445839,270.4447021,288.2242737,90735.42188,0.001904941,244.5178833,-1.07473e-05,77.88352966,-1.204409957,-0.009291916,0.71316433,2938 1912A,106.9242,27.7019,20170601,27.95238095,4148,5356,1103341.07,-204955.212,887,1.202354431,270.5683289,288.2044373,90727.65625,0.00191777,244.1181641,-1.07353e-05,77.9752655,-1.202295899,-0.011870167,0.716519594,2940 1913A,106.8906,27.6486,20170601,24.83472222,4156,5350,1101005.373,-211565.8519,873,1.177000761,269.7781067,288.2180176,90586.25781,0.001880351,244.8582306,-1.07223e-05,77.79264069,-1.17699182,0.004612549,0.709870279,3028 1915A,106.9178,27.72,20170601,29.96944444,4145,5355,1102493.731,-202909.8848,854,1.181907177,270.2075806,288.1087646,90537.52344,0.001933497,243.307663,-1.06997e-05,78.14828491,-1.181899548,-0.004227233,0.723858595,3283 1916A,103.7897,25.5035,20170601,35.22957746,4500,4854,837258.136,-492397.3436,1888,1.716951609,194.941391,286.8114014,80383.3125,0.002508642,358.395874,-1.43404e-05,75.14983368,-0.442670286,1.658905029,0.335355341,4422 1917A,103.8,25.5364,20170601,34.69859155,4494,4856,837893.0195,-488483.0636,1877,1.759679437,195.3168945,286.8308411,80416.26563,0.002461457,361.0354614,-1.45502e-05,75.19747925,-0.464819491,1.697178483,0.337081969,2663 1918A,108.7197,34.3956,20170601,60.59470752,3077,5643,1157372.659,607191.4518,463,1.179106951,176.9803619,286.9052429,95692.98438,0.000983151,105.4164658,-7.25398e-06,62.06290436,0.062220652,-1.177464128,0.618010998,4139 1919A,108.6761,34.3181,20170601,64.58591549,3089,5636,1155014.199,597429.3075,388,0.427577376,159.1076965,286.5556335,94540.39844,0.001147953,93.1432724,-6.72714e-06,63.51910782,0.152512148,-0.399452686,0.620392442,2592 1920A,108.7233,34.3617,20170601,67.50702247,3082,5644,1158243.136,603188.0231,409,0.839052856,174.6754913,286.7914124,95240.23438,0.00105034,100.5067444,-7.16199e-06,62.55570984,0.077936374,-0.835425436,0.620607018,2902 1921A,108.7369,34.3164,20170601,66.23809524,3089,5646,1160144.182,597942.7275,383,0.36326772,164.9398956,286.6364746,94605.41406,0.00114498,93.62757111,-7.05726e-06,63.24367142,0.094418459,-0.350782841,0.613609433,2709 1922A,109.0656,35.0994,20170601,35.85632184,2964,5698,1174242.322,695355.2672,961,0.648982406,352.0760803,284.1787109,90082.51563,0.001070753,149.4832916,-7.27995e-06,60.96445465,-0.089524291,-0.642777979,0.545577049,4489 1923A,109.0697,35.0697,20170601,43.21111111,2969,5699,1175094.025,691854.7145,857,0.784514368,350.9170532,284.3713074,90409.49219,0.001036449,147.5519409,-7.33708e-06,60.60102081,-0.123914666,-0.774666309,0.562015951,3927 1924A,108.9344,34.9058,20170601,49.65266106,2995,5677,1166666.552,670657.2077,736,1.135878444,345.3878174,285.2592468,92109.23438,0.000988117,142.802948,-7.76725e-06,59.94162369,-0.286647677,-1.099114656,0.577400208,3158 1925A,108.9589,34.8731,20170601,51.80346821,3000,5681,1169262.785,667041.647,685,1.170345545,346.3882446,285.5673523,92634.26563,0.000979013,143.154129,-7.94811e-06,59.38394928,-0.275528163,-1.137450218,0.591906309,3195 1926A,109.4131,36.6275,20170601,29.30351906,2720,5754,1176024.898,882454.1196,1065,0.513106167,26.9654789,283.0245667,88592.58594,0.000955282,207.8951721,-7.86441e-06,54.13394547,0.232663453,0.457324445,0.430976599,4455 1927A,109.4761,36.6028,20170601,26.54378531,2724,5764,1181567.641,880248.3869,1021,0.542918265,22.19558907,283.1245117,88737.67969,0.000956122,208.0177002,-8.01058e-06,53.97742844,0.205092177,0.502690196,0.435377121,4066 1928A,109.4824,36.5767,20170601,30.72346369,2728,5765,1182542.689,877195.1303,1032,0.552359939,19.38192558,283.0561523,88555.74219,0.0009655,208.5716553,-8.02693e-06,54.06606674,0.183303073,0.521058083,0.439019591,3658 1929A,109.5056,36.6106,20170601,38.42792793,2722,5769,1183818.931,881538.6009,1030,0.550649464,21.92397499,283.20047,88887.74219,0.000950885,207.7160339,-8.08629e-06,53.81389618,0.205593586,0.510828853,0.434011281,3593 1930A,107.1586,34.3708,20170601,43.64899713,3081,5393,1026765.96,586877.5683,593,0.329276055,20.18849945,285.714325,91695.96875,0.001502599,107.7091675,-3.93471e-06,66.00567627,0.113633133,0.309047282,0.546731889,3138 1931A,107.0708,34.3017,20170601,44.9301676,3092,5379,1020409.291,577699.2047,864,0.396368384,19.02463341,283.3543701,87038.75,0.001776829,112.4791336,-3.7588e-06,67.62475586,0.129202336,0.374719411,0.524760962,5824 1932A,107.1906,34.3672,20170601,50.35434174,3081,5398,1029508.115,586781.8682,596,0.305412918,13.86052036,285.8243103,91975.97656,0.001493757,105.6873093,-3.97722e-06,66.20861816,0.073162362,0.296520352,0.529422343,2810 1933A,107.1431,34.3547,20170601,50.70172911,3083,5391,1025702.871,584790.217,597,0.352196127,20.54267883,285.3041382,90914.1875,0.0015573,107.9905853,-3.89104e-06,66.32097626,0.123583898,0.329801649,0.54930532,3349 1934A,107.1186,34.3739,20170601,48.6103352,3080,5387,1023359.263,586831.0355,629,0.357475519,27.64004898,285.7642212,91695.45313,0.001488057,110.3381729,-3.89431e-06,65.56370544,0.165833816,0.316682607,0.537284136,3351 1935A,107.3906,34.3528,20170601,56.48472222,3084,5430,1046527.674,587172.8523,544,0.220629945,206.5397644,285.3908691,92224.72656,0.001495237,91.6646347,-3.52797e-06,68.62831879,-0.098578945,0.197382286,0.555408597,2956 1936A,107.2058,34.3497,20170601,49.42896936,3084,5401,1031046.47,584848.4974,578,0.325266272,8.818524361,285.3563232,91202.61719,0.001570077,103.2266083,-3.94232e-06,66.92357635,0.049863648,0.321421474,0.549201846,3048 1937A,107.2386,34.3622,20170601,50.03760446,3082,5406,1033615.679,586687.8657,591,0.28761375,2.260253668,285.7457886,92072.4375,0.001504506,101.9603806,-4.02169e-06,66.73080444,0.01134264,0.287389994,0.546833992,2701 1938A,109.5293,34.5101,20170601,60.51585014,3058,5773,1223151.306,630658.7146,347,0.977224827,237.3246765,287.3561096,96523.08594,0.001217962,99.54223633,-8.10061e-06,61.990448,-0.822556973,0.527606308,0.601806819,3036 1939A,109.5049,34.5004,20170601,72.50142857,3060,5769,1221284.15,629198.4999,359,0.97453171,238.8558655,287.3674927,96443.86719,0.001197413,98.52627563,-8.01612e-06,61.82299423,-0.834056199,0.504045904,0.604505539,2495 1940A,109.4636,34.493,20170601,70.88997214,3061,5762,1217962.807,627803.409,380,0.931024849,244.3529968,287.4116516,96219.53906,0.001135641,100.0737991,-7.95372e-06,61.3036232,-0.839284897,0.402998924,0.609041452,2922 1941A,109.4266,34.5021,20170601,61.24373259,3060,5756,1214709.031,628430.6458,357,0.879841268,251.7609558,287.5474243,96176.5,0.001069992,102.3084717,-7.94492e-06,60.6456604,-0.835627019,0.275405437,0.605953097,3409 1942A,102.1878,38.5247,20170601,33.28028169,2416,4598,571224.379,1047386.36,1522,0.39669314,66.76177979,283.6272888,83436.13281,0.000315591,303.3875732,-5.57107e-06,33.57984161,0.364504993,0.156529739,0.265895754,1984 1943A,102.1725,38.5339,20170601,28.71587744,2415,4596,569928.9741,1048414.153,1518,0.404886276,65.9061203,283.4888611,83242.04688,0.000321092,305.331665,-5.61574e-06,33.73610687,0.369606078,0.165300488,0.252459645,1597 1944A,102.1708,38.5061,20170601,24.38687151,2419,4595,570040.8105,1045030.142,1551,0.422089845,65.08037567,283.3521118,82952.40625,0.000327484,304.3884888,-5.57649e-06,34.03249359,0.382787198,0.177858934,0.274183244,1713 1945A,98.2908,39.7711,20170601,30.22005571,2217,3975,256624.038,1182636.583,1655,1.00842607,23.74979591,282.2704163,82341.57813,0.000244018,177.3407898,-6.09007e-06,37.75084305,0.406125516,0.923030376,0.206479624,1927 1947A,106.3394,38.817,20170601,45.58882521,2369,5262,895864.0949,1113816.234,1100,0.720886111,137.6966095,283.6262512,88097.01563,0.000344818,155.5193939,-5.85841e-06,39.24173355,0.485234737,-0.533126593,0.367263079,2358 1948A,106.3717,39.0153,20170601,49.59103641,2338,5267,895615.8444,1138099.749,1110,0.68385905,120.7404327,284.3329773,88127.45313,0.000343931,212.1736603,-6.47785e-06,38.18918228,0.587792933,-0.349517733,0.391967505,2036 1949A,106.7704,39.2282,20170601,42.43454039,2304,5331,923769.3521,1167549.166,1094,0.267566115,109.431015,284.7584229,88080.60938,0.000295676,343.7106323,-7.19597e-06,34.00588608,0.252331287,-0.088997483,0.357204139,1771 1950A,106.7096,39.1292,20170601,40.22740113,2319,5322,920454.3854,1155002.116,1092,0.276718527,122.3796692,284.5925903,88332.40625,0.000298734,304.23703,-7.34178e-06,34.87409973,0.233703107,-0.148175567,0.359870613,3127 1951A,84.8861,45.6033,20170601,24.26825843,1284,1830,-714130.5606,1928797.639,382,1.93642354,133.6169434,285.2608643,96302.65625,0.000264259,570.1309814,-9.81697e-06,42.17436981,1.402000308,-1.335713744,0.213667184,1920 1952A,84.8897,45.5828,20170601,21.96296296,1287,1830,-714135.383,1926271.785,354,1.908054829,134.3760223,285.3796997,96513.34375,0.000269908,567.0460815,-9.76535e-06,42.00608826,1.36390388,-1.334331036,0.240162075,2059 1953A,85.1186,45.6886,20170601,33.96398892,1270,1867,-696720.2586,1937530.886,291,1.729465842,129.2556,285.9472961,97494.44531,0.000166066,599.0054932,-8.77541e-06,40.29742432,1.339251518,-1.094283938,0.211915165,2318 1954A,84.8983,44.3336,20170601,34.77683616,1487,1832,-729243.6822,1773902.325,742,1.284570456,33.36539078,282.6404724,92354.38281,0.001037227,132.8213348,-1.28528e-05,55.11009979,0.706464827,1.072860003,0.258401394,2287 1955A,85.6931,46.0872,20170601,28.31534091,1206,1959,-651717.0144,1982218.541,303,1.305851579,108.1486816,285.6183777,97062.57813,0.000109129,620.6276855,-1.02429e-05,38.93966293,1.240910053,-0.40668264,0.212577194,2609 1956A,86.1461,41.7511,20170601,53.63764045,1900,2031,-667879.9408,1450289.766,939,0.644579947,355.1481934,287.0762634,90649.39063,0.000191458,158.2389526,-1.13114e-05,37.72828674,-0.054575365,-0.642265379,0.261760652,1593 1957A,86.2022,41.7192,20170601,52.89481268,1905,2040,-664008.3159,1446024.032,952,0.706175923,351.7924194,287.0703735,90095.1875,0.000143489,182.0660095,-1.02816e-05,36.47826385,-0.100875482,-0.698933899,0.238025546,1615 1958A,86.2381,41.7128,20170601,41.54929577,1906,2046,-661375.6868,1445002.354,979,0.706081092,350.4817505,286.9968262,89745.60156,0.000135102,193.5648041,-9.89858e-06,36.06020355,-0.116819926,-0.696350217,0.235998198,1532 1959A,118.746,36.881,20170601,52.24558824,2679,7247,1918272.628,1059709.41,21,0.866908371,201.2275848,286.0896606,101380.6875,0.000808298,224.8664093,-1.1834e-05,55.32573318,-0.313875586,0.80809176,0.745500684,2412 1960A,118.78,36.864,20170601,52.04333333,2682,7253,1921459.567,1058371.989,22,0.871823311,200.8208008,286.0860901,101342.6953,0.000815353,229.3359985,-1.30122e-05,55.5737381,-0.309877694,0.814893663,0.74447912,2853 1961A,117.541,36.71,20170601,54.36,2706,7055,1827404.856,1016578.603,77,1.092469335,198.5237274,285.657959,100077.5234,0.001075418,183.4550934,-8.91527e-06,59.02105713,-0.347064942,1.035874128,0.781022251,2465 1963A,120.61,36.44,20170601,31.77478754,2750,7546,2079331.135,1045845.212,75,0.481741548,185.6659241,285.1216125,101136.9844,0.00105534,307.5242004,-3.86657e-05,66.06706238,-0.04755991,0.479388118,0.604243159,3985 1964A,120.47,36.39,20170601,28.07303371,2758,7523,2069773.36,1037035.314,27,0.565185785,191.195816,285.1802063,101237.9688,0.000992653,296.0322571,-3.24286e-05,65.80377197,-0.109734781,0.554430544,0.64891392,2249 1967A,120.008,36.283,20170601,38.38483146,2775,7449,2036314.836,1014846.623,10,0.620691001,190.2990265,285.3343811,101428.4688,0.000899788,241.872345,-1.35545e-05,64.02494049,-0.110967264,0.610691071,0.675942242,2183 1968A,120.014,36.253,20170601,33.08732394,2780,7450,2037707.765,1011454.822,21,0.618620932,187.4125977,285.3928223,101417.9297,0.000895404,245.4938202,-1.51989e-05,64.22150421,-0.079807974,0.613451302,0.676147103,3162 1969A,120.537,36.865,20170601,33.85582822,2682,7534,2060299.431,1094089.982,57,0.381477177,211.9386902,284.4803467,100774.1094,0.00108989,264.4487305,-7.3596e-06,65.02375793,-0.20180048,0.323730439,0.638130546,2453 1970A,120.515,36.885,20170601,39.55890805,2678,7530,2057941.784,1095973.152,65,0.381221592,210.7970581,284.4913635,100726.5938,0.001085405,267.6190796,-7.60387e-06,64.93920135,-0.19517982,0.327467173,0.650446296,2918 1971A,119.952,36.792,20170601,32.28248588,2693,7440,2016357.371,1073392.484,56,0.725837588,226.8506317,285.0223999,101208.0703,0.000872484,248.8716888,-7.99817e-06,63.21492386,-0.529539764,0.496415019,0.672168195,2458 1972A,119.976,36.799,20170601,34.60057471,2692,7444,2018041.431,1074706.747,63,0.709809124,226.9320679,284.9526062,101131.1172,0.000885525,249.1580505,-7.83441e-06,63.59031296,-0.518535554,0.484716296,0.659083128,2856 1973A,120.747,37.825,20170601,31.43079096,2528,7568,2046662.917,1211081.216,6,0.861073196,181.3109436,285.5254211,101167.8125,0.000681089,472.4484863,-7.78312e-05,60.97776794,-0.01969859,0.860847831,0.63664639,2532 1974A,120.773,37.809,20170601,28.17908309,2531,7572,2049186.289,1209745.122,19,0.8466748,0.03956585,285.5157471,101169.8203,0.000693343,468.5272217,-7.63137e-05,61.16248322,0.000536061,0.846674621,0.637932777,2151 1975A,120.399,37.374,20170601,28.94929577,2600,7512,2033627.073,1150916.938,63,0.834623277,210.302597,284.6075745,100238.6563,0.00080018,326.9888306,-1.93477e-05,63.77984238,-0.421111912,0.720597506,0.653290629,2927 1976A,120.394,37.364,20170601,30.69662921,2602,7511,2033545.987,1149639.666,75,0.826941431,210.5200043,284.61203,100253.1016,0.000805083,325.6167908,-1.87553e-05,63.81868362,-0.419942141,0.712376833,0.646867514,3377 1977A,119.941,37.177,20170601,28.97706422,2632,7439,2003759.669,1118374.393,49,1.191324711,221.9379883,285.651947,101093.3047,0.000755185,332.3521729,-3.03561e-05,61.18584824,-0.79617399,0.88620621,0.678074837,2666 1978A,119.959,37.18,20170601,36.77761628,2631,7441,2005083.073,1119093.992,58,1.18651855,221.6113129,285.6207581,101059.1016,0.000754719,331.9237366,-2.90607e-05,61.2922821,-0.787916958,0.887137592,0.678234279,2306 1979A,122.471,37.154,20170601,20.93626062,2635,7843,2202719.754,1169839.44,11,0.85059315,86.4906311,284.7306213,101133.1484,0.000863693,432.5138855,-5.31604e-05,68.90348053,0.848995745,0.052104175,0.560306191,2480 1980A,122.41,37.161,20170601,18.70396601,2634,7834,2197722.335,1169290.105,27,0.750730753,81.57907104,284.5595398,101011.3281,0.000867269,413.0947571,-4.38782e-05,68.79725647,0.742632449,0.109971464,0.569379807,2367 1981A,122.038,37.197,20170601,22.64730878,2629,7774,2167470.456,1165229.381,49,0.486324281,53.66136932,284.2849426,101081.7891,0.000929517,339.3569946,-1.14569e-05,68.07839966,0.391740322,0.288185418,0.582678914,2062 1982A,122.019,37.187,20170601,19.37711864,2630,7771,2166315.478,1163642.351,44,0.473622024,53.17795181,284.2929993,101128.4219,0.00092996,337.01474,-1.10024e-05,68.05549622,0.379127055,0.283867031,0.57832551,2930 1983A,121.531,36.913,20170601,20.8988604,2674,7693,2137020.943,1120939.008,24,0.297029167,103.4968414,284.7035522,101225.7266,0.000956236,348.9638977,-3.36368e-05,68.25534058,0.288829744,-0.069308795,0.585755289,2189 1984A,121.544,36.907,20170601,18.6504298,2675,7695,2138236.688,1120520.469,27,0.306060523,104.4561081,284.7194519,101210.6094,0.000953183,353.0021362,-3.55043e-05,68.22831726,0.29637447,-0.076388501,0.600116432,2400 1985A,120.636,31.155,20170601,39.32271468,3595,7550,2245392.004,432143.7455,4,1.490454435,270.9126587,289.3637085,101641.1797,0.001800512,329.4098206,-5.48224e-05,72.49164581,-1.490266442,-0.023670746,0.704465568,3136 1986A,120.635,31.17,20170601,41.06571429,3593,7550,2244844.685,433850.3587,5,1.482085824,270.870697,289.3474731,101636.8281,0.001796414,329.5151978,-5.46027e-05,72.47696686,-1.481915712,-0.022452137,0.71391201,2860 1987A,120.658,31.172,20170601,40.59217877,3593,7553,2246751.198,434606.6395,3,1.449633479,270.976532,289.3094177,101645.375,0.001796157,325.6022034,-5.13207e-05,72.56830597,-1.449424028,-0.024638103,0.711487293,2829 1988A,120.953,31.388,20170601,37.71892655,3558,7600,2265250.898,466282.3172,7,1.137174726,267.0893555,288.7775879,101679.2344,0.001807365,312.8594055,-2.10617e-05,73.59786987,-1.135705113,0.057795018,0.700797856,2947 1989A,120.999,31.381,20170601,37.6265625,3559,7608,2269390.478,466536.8355,3,1.132111192,266.75,288.8069153,101670.4453,0.001812175,313.7701111,-1.99695e-05,73.81433105,-1.130287528,0.064232931,0.707275391,2700 1991A,120.721,31.671,20170601,43.43968254,3513,7563,2236717.59,493618.6458,59,1.096853256,263.1172485,288.5152588,101607.6484,0.002022156,309.8349915,-2.22294e-05,72.27472687,-1.088943124,0.131491572,0.71767801,5574 1992A,120.734,31.656,20170601,43.63128492,3515,7565,2238286.361,492182.7686,24,1.093646288,263.1853638,288.5234375,101611.2109,0.002017042,310.2623901,-2.2153e-05,72.33341217,-1.085914373,0.129815906,0.711922705,4160 1993A,120.526,31.874,20170601,37.58333333,3480,7532,2213909.63,512655.844,8,1.152732015,262.2667847,288.5232239,101641.5547,0.00200645,299.4348145,-2.33448e-05,71.54403687,-1.142241716,0.155161068,0.728489876,3382 1994A,120.55,31.882,20170601,44.14265537,3479,7536,2215698.047,514121.6201,7,1.1661762,262.4104004,288.5354919,101646.7578,0.002006166,300.3103027,-2.31804e-05,71.63387299,-1.155953407,0.154073492,0.725712061,2849 1995A,121.115,31.453,20170601,37.25837989,3548,7626,2277018.111,477519.3662,6,1.148671865,265.252594,288.8684692,101664.4766,0.001869651,328.8388977,-2.55006e-05,74.20243073,-1.144726872,0.095117867,0.694634199,2673 1996A,121.14,31.422,20170601,36.98680352,3553,7630,2280119.755,474526.4237,3,1.146115661,265.4116211,288.8692627,101663.2188,0.001866136,328.5057983,-2.6152e-05,74.34291077,-1.142438531,0.091735512,0.685276031,3909 1997A,119.146,31.955,20170601,48.35190616,3467,7311,2094352.926,491784.1327,21,1.131390333,263.0299072,288.182251,101239.3984,0.002315211,245.5321808,-1.83031e-05,69.56578064,-1.123023152,0.137343347,0.777030408,3367 1998A,119.18,31.955,20170601,40.82033426,3467,7317,2097242.258,492509.33,18,1.116225839,263.0058594,288.173584,101250.7188,0.002309939,245.8154907,-1.82775e-05,69.60277557,-1.107913852,0.135967433,0.763398349,2898 1999A,120.268,31.92,20170601,54.32535211,3473,7491,2190631.412,512193.2863,9,1.049233079,260.4625854,288.3274841,101629.9531,0.002059278,282.5405884,-2.27705e-05,70.63465881,-1.034723043,0.173891678,0.74609983,2348 2000A,120.237,31.909,20170601,53.80617978,3475,7486,2188337.525,510229.7859,4,1.051629782,260.4096985,288.3249512,101628.1719,0.002050892,281.309906,-2.28259e-05,70.53587341,-1.036925197,0.175246224,0.749362946,3505 2001A,120.302,31.92,20170601,56.37743733,3473,7496,2193513.676,512951.7971,5,1.046705961,260.4523926,288.3370056,101629.8203,0.002056117,284.5577698,-2.28534e-05,70.74123383,-1.03219986,0.173656955,0.743012309,2689 2002A,119.818,31.354,20170601,47.49582173,3563,7419,2169365.122,436744.0927,8,1.484939218,258.0192871,289.3616028,101354.0156,0.002016003,319.4496765,-6.25229e-05,71.55879211,-1.452581286,0.308305174,0.745851994,2767 2003A,119.794,31.371,20170601,48.33333333,3561,7415,2166805.162,438180.2523,1,1.432892442,257.9572754,289.2860107,101386.2188,0.002004848,312.0127258,-5.81421e-05,71.57782745,-1.40134573,0.299016446,0.740708411,2835 2004A,119.579,31.751,20170601,40.41620112,3500,7381,2137170.674,477453.741,7,1.135902643,262.5191956,288.5517273,101615.7422,0.002010187,262.2275391,-2.99028e-05,69.46572876,-1.126228213,0.14793545,0.760685444,2847 2005A,119.579,31.737,20170601,43.87361111,3502,7381,2137585.045,475831.9158,7,1.140962839,262.5109863,288.556366,101615.8828,0.001997268,262.714447,-3.03991e-05,69.50246429,-1.131224036,0.148756579,0.757739007,2625 2006A,119.46,31.4,20170601,41.13091922,3556,7362,2137372.556,434220.0226,21,1.202006817,261.5230103,288.8313599,101578.8984,0.001886343,251.8521729,-2.40883e-05,71.03779602,-1.188867688,0.177240431,0.75641042,3791 2007A,119.438,31.317,20170601,41.8005618,3569,7358,2137929.692,424135.2644,19,1.193521738,261.0742188,288.7021179,101252.5625,0.001873031,247.5405731,-2.04754e-05,71.48733521,-1.179060578,0.185230106,0.769857705,3573 2008A,121.173,31.896,20170601,35.22303207,3477,7636,2268015.755,529952.9627,6,1.146961451,261.8303833,288.6109009,101705.7188,0.001996979,340.2286682,-3.29384e-05,74.13921356,-1.135314941,0.163035393,0.676090777,2852 2009A,121.1518,31.89708,20170601,35.28041543,3477,7632,2266188.295,529588.4634,5,1.16392684,262.1202393,288.6333008,101710.1016,0.001997298,338.4962158,-3.32408e-05,74.05730438,-1.15293026,0.159616619,0.676906824,3260 2010A,119.7183,30.2366,20170601,32.08100559,3742,7403,2193985.805,305560.443,44,0.67244333,320.7337952,289.1682434,99763.38281,0.002783078,206.3201447,-1.01556e-05,75.56233978,-0.425643414,-0.520583987,0.699158251,2634 2011A,119.6942,30.2311,20170601,36.65868263,3743,7399,2192054.648,304388.8823,60,0.660592973,320.5175171,289.1073303,99573.25781,0.002803886,203.4999084,-9.9256e-06,75.63575745,-0.420069784,-0.509827852,0.703976393,3723 2013A,119.946,30.049,20170601,31.72916667,3772,7439,2219365.401,289073.9742,14,0.626450121,309.6399536,289.4871216,100054.5703,0.002785187,210.4428864,-1.15656e-05,74.15386963,-0.482436299,-0.399618506,0.694573581,3362 2014A,120.091,29.305,20170601,32.27683616,3891,7463,2254295.032,206896.5633,75,0.737074077,299.9815674,290.2668152,99862.5625,0.002012749,257.0974121,-1.11376e-05,71.07883453,-0.63846606,-0.368292391,0.624889493,2909 2015A,120.04,29.334,20170601,33.41340782,3887,7454,2248945.915,209054.9511,79,0.730431855,306.7442627,290.3661194,100147.7109,0.002084197,252.8818817,-1.13591e-05,71.08288574,-0.585333467,-0.436938643,0.627880335,2648 2018A,121.989,39.625,20170601,30.40555556,2240,7766,2083519.771,1448477.073,121,0.23139587,257.2958679,282.3086548,100666.1953,0.000669331,267.568512,-1.1178e-05,60.92406845,-0.225728974,0.050896782,0.608800173,3248 2019A,122.011,39.617,20170601,32.03191489,2241,7770,2085439.957,1448004.9,92,0.207656801,259.9527588,282.2541809,100642.1641,0.000671917,264.8847961,-1.10987e-05,61.00244141,-0.204470724,0.036236256,0.614898324,2389 2031A,113.1817,27.9958,20170601,39.6686747,4101,6357,1670498.489,-82338.52277,64,0.755009055,343.4105225,291.2310181,100615.6719,0.002723373,223.0370941,-1.61304e-05,72.54686737,-0.21562539,-0.723563671,0.762653053,4528 2054A,114.1044,32.1078,20170601,50.29519774,3443,6505,1659795.998,413303.0189,84,0.342128307,245.9837952,288.0976257,100634.9063,0.001848727,215.9733887,-1.50819e-05,71.77636719,-0.312505662,0.139255166,0.838692904,3092 2064A,114.0122,32.1403,20170601,44.81843575,3438,6490,1651137.98,415567.3379,100,0.314103663,245.0543671,288.0062866,100430.4844,0.001839447,215.7365723,-1.65271e-05,72.26110077,-0.284796,0.1324853,0.837379336,3710 2065A,114.0681,32.1342,20170601,48.12083333,3439,6499,1656072.51,415791.4722,86,0.33098039,244.0778809,288.04776,100527.9141,0.001839149,215.3658295,-1.57024e-05,71.78760529,-0.297675401,0.144697547,0.840458155,2648 2066A,114.0614,32.1383,20170601,51.8125,3438,6498,1655403.309,416160.2028,89,0.328555495,243.3849182,288.0372925,100509.375,0.00183664,215.1823273,-1.58265e-05,71.75837708,-0.293735743,0.147200644,0.840706825,2785 2067A,114.6613,33.6128,20170601,51.95903955,3202,6594,1671648.828,599821.676,49,0.744743466,236.741806,288.1369019,101074.7188,0.001573164,198.3740997,-1.23834e-05,62.62329865,-0.622748315,0.408445001,0.877117038,2463 2068A,114.6758,33.6347,20170601,49.04929577,3199,6596,1672341.262,602649.555,49,0.748358071,236.5259247,288.1223145,101065.2266,0.001586124,198.0141907,-1.23871e-05,62.57056808,-0.624219954,0.412782282,0.87323755,3095 2069A,114.6546,33.5979,20170601,50.46760563,3204,6593,1671442.824,597951.633,49,0.742731571,236.9082794,288.1467896,101082.1563,0.001565866,198.5998993,-1.23796e-05,62.65990829,-0.622246921,0.40553543,0.873512506,2865 2070A,114.6369,33.6406,20170601,53.37290503,3198,6590,1668938.278,602683.5832,51,0.739221036,235.8690338,288.1241455,101059.7109,0.001560205,198.2514496,-1.24174e-05,62.544384,-0.611883581,0.414784551,0.870157361,2970 2074A,117.6569,24.5157,20170601,27.33613445,4658,7073,2168256.488,-393867.4781,14,0.621001422,248.913269,293.8982544,100310.4141,0.002129103,191.2363129,-1.00656e-05,77.4164505,-0.579409301,0.223444968,0.43692854,2568 2075A,117.6336,24.4674,20170601,27.59357542,4665,7069,2167348.216,-399847.8234,48,0.607177198,243.053009,293.5982971,99639.15625,0.002187408,195.939743,-1.14019e-05,77.71063995,-0.541244745,0.275169551,0.421488822,5669 2160A,112.85,35.5051,20170601,58.35552408,2899,6304,1478211.651,794820.4104,732,0.480250508,251.0019531,284.1273499,92393.85156,0.00100591,171.7619171,-6.0896e-06,59.91003418,-0.45408538,0.156355411,0.656301141,2082 2161A,112.835,35.4934,20170601,59.60277778,2901,6302,1477238.434,793203.7922,709,0.456651896,250.0981445,284.1417236,92362.33594,0.00100555,171.1280212,-6.06758e-06,59.78850555,-0.429373711,0.155464351,0.656714261,2156 2162A,112.8564,35.4883,20170601,59.66573816,2902,6305,1479102.825,792919.3951,710,0.467280239,258.1205139,284.2034912,92513.29688,0.001013652,170.318634,-6.13769e-06,59.82877731,-0.457268506,0.096209839,0.676228344,2363 2163A,112.8664,35.4894,20170601,56.08169014,2902,6307,1479897.967,793200.7394,726,0.483200043,261.715271,284.2384949,92617.13281,0.001016469,170.1770172,-6.18311e-06,59.89573288,-0.47815454,0.069645554,0.665664554,2519 2164A,112.8252,35.4813,20170601,60.03361345,2903,6300,1476699.522,791617.9062,726,0.42642048,250.3935242,284.124176,92247.38281,0.00101096,170.0814362,-6.02659e-06,59.60507202,-0.401691258,0.143103316,0.663295627,2784 2165A,112.8453,35.546,20170601,54.41501416,2893,6303,1476933.691,799612.6792,848,0.510300338,242.1949158,283.9302368,92026.82031,0.000999556,173.6820679,-5.97518e-06,59.94342804,-0.451373279,0.238051742,0.642809808,3510 2166A,112.44,39.3514,20170601,38.79971989,2284,6238,1362168.935,1248372.085,1098,1.253728628,71.7040863,279.5061646,88112.83594,0.000988894,173.3073425,-3.74035e-06,53.73200226,1.190335393,0.393620402,0.417336941,2086 2167A,112.4549,39.3606,20170601,36.20538244,2282,6241,1363122.309,1249682.388,1101,1.263934135,73.78655243,279.526947,88128.86719,0.000975647,173.5114136,-3.72637e-06,53.46703339,1.213651776,0.352957249,0.421209037,2641 2168A,112.4254,39.3179,20170601,46.64705882,2289,6236,1361760.843,1244150.952,1095,1.253083229,67.2808075,279.6309814,88407.94531,0.000999305,171.4592438,-3.72581e-06,53.97813034,1.155838251,0.48399955,0.428279877,1871 2169A,112.4078,39.3265,20170601,48.93417367,2288,6233,1360215.148,1244938.864,1104,1.243502975,67.59925842,279.388031,87890.69531,0.001008321,172.6505585,-3.76435e-06,54.18214417,1.149653077,0.473917067,0.418770075,2113 2170A,112.4279,39.3673,20170601,35.7987988,2281,6236,1360891.865,1250111.91,1117,1.25028348,73.92602539,279.3161621,87721.1875,0.000994448,175.1917572,-3.78054e-06,53.82436371,1.201390505,0.346221894,0.413744211,2777 2171A,112.7549,37.7019,20170601,59.83055556,2548,6289,1422573.517,1055309.148,822,0.515580297,245.4406586,283.4151611,91511.89844,0.000796085,154.3292084,-6.42277e-06,51.69888687,-0.468929231,0.214309245,0.512913585,1784 2173A,112.7306,37.7111,20170601,57.2367688,2546,6285,1420447.114,1056057.217,806,0.472042054,250.9978027,283.4724731,91538.11719,0.00078821,151.3427124,-6.41289e-06,51.44772339,-0.446312994,0.153715312,0.519373357,2212 2174A,112.7105,37.7087,20170601,62.86173184,2547,6282,1418906.609,1055479.935,799,0.45923692,250.9508362,283.6018982,91726.75781,0.000789204,150.3637238,-6.41473e-06,51.45659256,-0.434083134,0.149901271,0.520622313,2777 2175A,110.9956,35.0147,20170601,73.66899441,2978,6007,1335683.659,709898.2065,355,1.170674324,248.8930664,286.9493713,96110.48438,0.00095434,165.1033783,-1.27028e-05,58.90702057,-1.09211874,0.421609819,0.617738903,2071 2176A,111.0233,35.0611,20170601,63.99438202,2970,6012,1337066.675,715802.8353,367,1.192007899,244.7565613,287.2636719,97178.64063,0.000975219,161.3008423,-1.13962e-05,59.02674866,-1.078158855,0.508385897,0.619306922,2364 2178A,110.9678,35.0308,20170601,72.14185393,2975,6003,1333068.274,711438.7731,362,1.150477529,248.6179047,287.1377869,96518.46875,0.000945231,162.3888092,-1.19863e-05,58.51220322,-1.071275115,0.419485599,0.61713022,3126 2179A,111.0414,35.1147,20170601,57.46648045,2962,6015,1337511.652,722435.4393,378,1.193482399,240.7014465,287.4403992,97901.0,0.000992634,156.6450653,-1.03128e-05,58.97314453,-1.040795684,0.584075809,0.617802501,3148 2180A,112.7356,38.4186,20170601,59.60806916,2433,6286,1405400.437,1140755.144,789,0.404523879,38.41837692,282.6290588,91183.39844,0.001036057,105.0215073,-2.69457e-06,52.31288528,0.25136447,0.316947103,0.49778372,1960 2181A,112.7383,38.4519,20170601,53.09014085,2428,6286,1404884.567,1144779.75,782,0.339300066,49.06974792,282.7994385,91406.52344,0.001043609,102.8699036,-2.58138e-06,52.14321136,0.256338179,0.222295448,0.494992226,2532 2182A,112.7003,38.4928,20170601,49.83427762,2421,6280,1401015.904,1149133.403,787,0.414336711,83.73331451,282.8284607,91582.14844,0.001129076,99.84103394,-2.58591e-06,52.49736786,0.411858946,0.045245245,0.477023661,2745 2183A,111.1406,37.5211,20170601,61.23537604,2577,6030,1298047.234,1011322.568,954,0.98660177,245.8887939,282.6286316,88683.34375,0.000979714,164.5884552,-6.18655e-06,50.98200226,-0.900511265,0.403066337,0.450992316,2108 2185A,111.1297,37.5136,20170601,59.83844011,2578,6029,1297327.388,1010279.988,956,0.999191701,244.9355621,282.6859436,88736.80469,0.00097069,164.6408386,-6.20374e-06,50.83869553,-0.905085564,0.423325092,0.445770621,2233 2186A,106.8219,39.6719,20170601,43.65340909,2233,5339,921299.9973,1221730.395,1104,0.531984389,0.856405258,284.377655,88134.63281,0.00025897,356.1768799,-6.05102e-06,33.44136047,0.007951069,0.531924963,0.371391237,1709 2187A,106.8089,39.6969,20170601,36.94972067,2229,5337,919926.2561,1224635.274,1089,0.572850943,181.8816528,284.4541931,88340.05469,0.000255678,352.4972534,-5.91208e-06,33.28762817,-0.018809484,0.572542071,0.378238142,2341 2188A,106.7931,39.6572,20170601,38.36629526,2235,5335,919280.9964,1219681.008,1092,0.543146789,2.647675991,284.4393921,88238.41406,0.000260353,356.4842834,-6.02153e-06,33.2258606,0.02508869,0.542567015,0.360314876,620 2189A,122.2603,43.6267,20170601,21.67696629,1600,7810,1969927.288,1924798.079,178,0.935547531,45.03133392,279.7679443,99447.55469,0.00067176,325.7674255,-5.83928e-06,46.80221558,0.661878347,0.661185503,0.41636768,2016 2190A,122.3039,43.6156,20170601,22.00710227,1602,7817,1973369.536,1924365.265,175,0.956740677,44.02510452,279.7571411,99480.5,0.000682122,324.0717163,-6.1277e-06,47.08013916,0.664893806,0.687945485,0.415284872,2486 2191A,122.2532,43.6801,20170601,20.17887324,1591,7808,1967636.207,1930947.429,175,0.891622245,47.11419296,279.763855,99452.13281,0.000664869,327.8914185,-5.75062e-06,46.47060394,0.653287113,0.606799901,0.399967492,2616 2192A,119.7594,49.2261,20170601,15.27361111,704,7409,1622193.781,2541301.901,609,1.036782622,65.64511108,271.9096375,93871.0,0.000566243,219.2879181,-5.26977e-06,64.62444305,0.944503486,0.427587777,0.167937577,1582 2194A,107.5936,40.916,20170601,28.17335244,2034,5463,961710.3623,1379813.209,1033,0.17704615,57.58438873,282.5994263,89611.53125,0.000252741,198.9614868,-6.39003e-06,33.10530853,0.149456322,0.09491124,0.391774625,2247 2195A,107.4211,40.7608,20170601,25.21610169,2058,5435,950998.4104,1359328.547,1040,0.293677479,52.34536362,282.9934082,89954.98438,0.00024931,198.2429352,-6.39955e-06,33.65159988,0.23250179,0.179413959,0.380846113,1425 2196A,107.3715,40.7378,20170601,27.96590909,2062,5427,947573.7867,1356062.368,1040,0.285980821,54.19656372,282.9250183,89846.64063,0.000251976,195.9321289,-6.2974e-06,33.7673378,0.231934026,0.167307049,0.385956138,2749 2197A,113.1306,40.9923,20170601,19.8487395,2021,6349,1378766.173,1454987.04,1374,1.389757633,95.23073578,277.5353088,86205.32813,0.000677194,266.2433472,-7.30819e-06,50.05215454,1.38397634,-0.126631945,0.386386573,2338 2200A,122.0506,46.0703,20170601,10.9972067,1209,7776,1873748.392,2208821.153,274,1.342645407,104.9668427,277.0335388,97755.45313,0.000747596,296.205658,-6.4644e-06,51.87607956,1.297115564,-0.346681446,0.292271703,1937 2201A,121.9462,46.0756,20170601,9.045961003,1208,7759,1866523.407,2207459.456,299,1.374847412,104.7194138,276.8456421,97493.125,0.000766129,296.1846313,-6.48687e-06,52.33117676,1.329746127,-0.349257469,0.283757746,3054 2202A,116.1042,43.9317,20170601,15.73460411,1551,6825,1524992.39,1851538.995,1007,0.765536726,66.50341034,276.6970215,89311.70313,0.000287773,320.1216736,-4.94596e-06,45.5569191,0.702050865,0.30523932,0.314478874,1847 2203A,116.0781,43.9311,20170601,17.65738162,1551,6820,1523151.087,1851062.337,992,0.79381597,67.57935333,276.7290955,89322.67188,0.000284394,319.6823425,-4.90322e-06,45.40840912,0.733799815,0.302789748,0.312423199,1721 2204A,105.6775,38.8343,20170601,29.56703911,2367,5156,843554.946,1110050.957,1545,0.431638181,265.2961121,283.3588562,85688.60156,0.000357864,262.8854675,-5.74262e-06,36.90644455,-0.430182815,0.035415825,0.326920897,1682 2205A,105.6975,38.843,20170601,33.15181058,2365,5160,845013.6566,1111275.934,1597,0.389483571,259.2996216,282.954895,85063.52344,0.000380539,264.3408813,-5.85472e-06,37.2563324,-0.382708132,0.072332188,0.33673802,1729 2206A,105.724,38.8516,20170601,29.55477528,2364,5164,846984.5609,1112545.109,1666,0.346425951,254.4539948,282.5476074,84422.32813,0.000402444,265.7690125,-5.9628e-06,37.64739227,-0.333748609,0.092859104,0.337020218,1813 2207A,121.6178,41.9967,20170601,23.90422535,1861,7707,1978051.948,1719791.53,130,0.706633925,54.96004486,280.6085205,99944.10938,0.000831713,313.5397949,-5.3518e-06,51.6814537,0.578546345,0.405728489,0.522704482,2171 2208A,121.6561,42.0186,20170601,25.61772853,1857,7713,1980110.113,1723144.197,142,0.755217731,57.48738861,280.4088745,99496.03125,0.000838532,316.0150146,-5.43617e-06,51.54109955,0.636842847,0.405937195,0.521852255,1733 2209A,121.6972,42.0503,20170601,24.87606838,1852,7720,1982046.965,1727708.862,156,0.807763219,59.86421204,280.2131042,99053.88281,0.000847968,318.7912903,-5.55576e-06,51.36547089,0.698571801,0.405559868,0.515846491,2882 2210A,121.6722,42.0228,20170601,28.55070423,1856,7716,1981138.803,1723963.731,145,0.775674939,58.43053436,280.3300781,99311.96875,0.000841892,316.8934631,-5.48192e-06,51.4942131,0.660867512,0.406110436,0.527018189,2148 2211A,121.6592,42.0486,20170601,23.12188366,1852,7713,1979351.133,1726742.503,157,0.768486083,58.30780029,280.3286438,99347.92969,0.000842473,317.6134338,-5.452e-06,51.42351151,0.653879344,0.403748274,0.512108445,2700 2212A,123.2,41.1953,20170601,26.80898876,1989,7960,2120217.328,1658581.095,81,1.115287066,193.380249,280.9151611,100495.6484,0.001044164,260.6088867,-8.66503e-06,54.25777435,-0.25808388,1.085015178,0.570164502,2653 2213A,123.15,41.2553,20170601,28.93661972,1979,7952,2114489.313,1664537.52,24,1.044148564,188.657486,281.07724,100955.6484,0.001033832,265.7355347,-8.91004e-06,52.25619507,-0.157168552,1.032252073,0.573555589,2610 2214A,123.1761,41.2736,20170601,31.98467967,1976,7956,2115763.165,1667244.861,27,1.027720332,188.5934143,281.02771,100954.7891,0.001036194,264.5457764,-8.9392e-06,52.4006424,-0.153559297,1.016183376,0.57888782,2032 2215A,123.1417,41.2894,20170601,33.12921348,1974,7951,2112705.527,1668357.147,21,1.004803896,186.644043,281.1124268,101082.6563,0.001031844,267.2101746,-8.81095e-06,51.84498215,-0.116253331,0.998056173,0.582609951,2688 2216A,123.8139,42.3022,20170601,27.88053097,1812,8058,2125927.469,1801558.985,59,1.102552652,18.07344627,280.2128906,100743.1484,0.001080358,296.0635071,-1.05773e-05,51.80924606,0.342041641,1.048155427,0.52020967,3603 2217A,123.8831,42.2953,20170601,30.840625,1813,8069,2131130.049,1802249.807,77,1.078734398,15.34309292,280.0916443,100510.7266,0.001095789,294.0438538,-1.1015e-05,52.51746368,0.285422772,1.040289164,0.515350103,3485 2218A,123.8489,42.2864,20170601,32.58333333,1814,8064,2128994.767,1800465.997,86,1.084157944,16.26812744,280.1493225,100595.5156,0.001091814,295.0588379,-1.08059e-05,52.2274971,0.303699523,1.040752172,0.528179288,2893 2219A,123.7153,42.2217,20170601,31.41666667,1825,8042,2121699.179,1789996.492,58,1.052132249,17.39409447,280.3673096,100879.0859,0.001087904,297.6304932,-1.01178e-05,51.33463287,0.314517856,1.004022241,0.537185192,3710 2220A,120.4439,41.5931,20170601,27.10888252,1925,7519,1905460.834,1648952.346,174,0.694162071,76.59540558,281.1581116,98463.25781,0.00073706,287.0365906,-4.90828e-06,48.51871872,0.675244868,0.160951361,0.544203877,2238 2221A,120.4486,41.5672,20170601,25.5915493,1929,7520,1906615.979,1645982.219,168,0.688925862,72.19995117,281.1743774,98395.90625,0.000729882,286.1395874,-4.93262e-06,48.52017212,0.655938566,0.210626394,0.551502764,1894 2222A,120.4247,41.5647,20170601,24.74857955,1930,7516,1904943.761,1645223.172,174,0.690934122,73.25019836,281.1590881,98347.17969,0.000724837,285.9662476,-4.88964e-06,48.51923752,0.661611915,0.199147254,0.549625516,2409 2223A,120.3939,41.615,20170601,24.47443182,1922,7511,1901115.832,1650572.614,216,0.714353502,83.97556305,280.9645386,98080.49219,0.000739415,288.8837891,-4.82522e-06,48.55553055,0.710405052,0.075003989,0.529945552,3401 2224A,124.3419,43.1747,20170601,44.17746479,1672,8143,2132306.475,1915167.6,163,1.25522995,24.29963684,278.6562195,99670.41406,0.001122397,290.611969,-9.13661e-06,55.59843826,0.516523421,1.144030452,0.488097876,2547 2225A,124.3711,43.1594,20170601,48.26264045,1675,8147,2134916.69,1914010.982,172,1.228613615,24.84180641,278.601593,99548.76563,0.001135458,290.3252258,-9.39883e-06,56.01652145,0.516143918,1.114938021,0.481749922,2130 2226A,124.3897,43.1847,20170601,31.2745098,1671,8150,2135315.17,1917375.985,172,1.245658398,25.97842789,278.567749,99516.21875,0.001133413,290.7432556,-9.47161e-06,56.07120895,0.545623958,1.11980319,0.481185198,2266 2227A,125.1358,42.8947,20170601,33.01549296,1717,8270,2198555.969,1899935.845,266,1.222893,41.14221573,277.7783813,97898.50781,0.001161611,275.5865479,-9.18489e-06,60.2246933,0.804558814,0.920951903,0.479208648,2510 2228A,125.1567,42.8953,20170601,33.06657224,1717,8273,2200010.373,1900473.671,268,1.223889828,41.37622833,277.7859802,97905.3125,0.001167713,275.0844727,-8.95835e-06,60.26158524,0.808972418,0.918406248,0.478661478,2140 2229A,125.9361,41.7156,20170601,31.46935933,1906,8398,2299706.172,1780880.442,405,0.580253839,12.05024624,276.1308594,95285.48438,0.001152153,218.7411346,-6.106e-06,71.61966705,0.12113589,0.567468643,0.49320814,2193 2230A,125.9486,41.7381,20170601,30.97625698,1902,8400,2299752.038,1783789.329,390,0.599119246,12.36921501,276.0752563,95206.01563,0.001151769,219.2610016,-6.0522e-06,71.61951447,0.128333911,0.585213006,0.49060452,2644 2231A,126.4047,41.9206,20170601,37.63445378,1873,8473,2325477.778,1815731.35,483,0.638025701,38.32817841,275.3294067,94093.1875,0.001317453,219.3965302,-6.41946e-06,75.4845047,0.395671278,0.500520766,0.484874249,2585 2232A,126.4078,41.9419,20170601,32.37709497,1869,8473,2324880.745,1818278.223,500,0.647617877,37.19845963,275.3440247,94072.5,0.001318248,221.3408356,-6.56498e-06,75.49783325,0.391525477,0.515865028,0.460416764,2581 2233A,124.8292,45.0878,20170601,27.28830084,1366,8221,2096559.17,2149522.049,134,1.231211782,38.10520172,277.7322388,99947.17969,0.00073872,254.6051636,-9.78751e-06,55.52175903,0.759770751,0.968829632,0.394981861,2514 2234A,124.8528,45.1642,20170601,29.24404762,1354,8224,2095364.912,2158961.83,134,1.174448133,39.40567017,277.6005249,99854.25,0.000732931,253.9140167,-1.00994e-05,55.38992691,0.745529532,0.907476842,0.386989623,2067 2235A,122.8444,45.6289,20170601,27.69308357,1279,7903,1942404.51,2172223.985,151,0.832130551,85.39241028,278.240509,99635.21094,0.000604783,285.396698,-7.5794e-06,48.43993378,0.829438388,0.066882282,0.341090202,2185 2236A,122.8211,45.6175,20170601,18.97067039,1281,7899,1941213.222,2170421.749,152,0.830276847,86.15685272,278.2516785,99615.13281,0.000605321,286.6825256,-7.50184e-06,48.39455414,0.828407288,0.055686295,0.331344694,2036 2237A,129.4892,42.8939,20170601,17.38028169,1717,8966,2503912.371,2004032.498,180,1.011323571,88.91830444,276.5528564,97820.65625,0.000780401,299.2271729,-3.29339e-06,67.62123871,1.011142492,0.019138074,0.40419969,2405 2238A,129.5042,42.9061,20170601,20.3913649,1715,8969,2504442.429,2005817.391,180,0.979317307,90.25302887,276.5004883,97651.24219,0.000786697,298.5923767,-3.3222e-06,67.61209869,0.97930795,-0.004279356,0.408384055,2065 2239A,129.3675,42.8775,20170601,16.46751412,1720,8947,2496128.983,1999050.127,218,1.134649038,87.19962311,276.6505737,98006.32031,0.000797148,304.6461487,-3.4917e-06,67.77149963,1.133291602,0.055485651,0.407669276,3687 2240A,130.962,45.2924,20170601,22.86111111,1333,9202,2500953.222,2316743.588,206,1.259371758,78.80725098,274.7574768,97771.85156,0.000966321,297.4319458,-5.74787e-06,69.00905609,1.235408187,0.24450697,0.383280218,2052 2241A,130.9817,45.305,20170601,30.75431034,1331,9205,2501708.433,2318687.254,187,1.257111549,79.94828033,274.7881165,97830.67188,0.000958537,297.3721619,-5.73697e-06,69.0633316,1.237806559,0.219463632,0.382986218,2260 2242A,131.0103,45.2948,20170601,25.48174157,1333,9210,2504055.155,2318248.399,190,1.266902089,78.77550507,274.7669067,97879.45313,0.000963974,298.3456421,-5.73262e-06,68.97348022,1.242658734,0.246657655,0.378085375,2324 2243A,130.9298,45.2978,20170601,22.03703704,1332,9197,2498577.961,2316542.537,244,1.252220869,79.46941376,274.7644043,97731.46875,0.000964059,296.017395,-5.7702e-06,69.06118011,1.231120944,0.228906736,0.383184552,2506 2244A,130.2659,47.3349,20170601,25.09206799,1006,9091,2366724.865,2533591.381,175,1.221241355,104.8328629,273.7519226,99180.70313,0.000927327,220.5894012,-5.78453e-06,67.42763519,1.180562496,-0.312574446,0.344137907,1992 2245A,130.261,47.2753,20170601,23.20251397,1016,9090,2368975.199,2526635.346,145,1.217135906,102.833168,273.7487183,99508.57031,0.000895055,215.3112335,-5.88906e-06,67.04514313,1.186747193,-0.27027896,0.354332983,1781 2246A,130.3172,47.3489,20170601,18.87857143,1004,9099,2369414.807,2536433.755,167,1.22297585,104.84832,273.719696,99182.07031,0.000909141,222.5641327,-6.03087e-06,66.99106598,1.182154655,-0.313337326,0.34131664,2190 2247A,130.1097,47.3382,20170601,17.86571429,1006,9066,2356551.752,2530215.852,165,1.211852551,106.1408234,273.8323059,98534.24219,0.00099897,220.8084564,-5.24671e-06,69.71770477,1.164101243,-0.336830497,0.333137006,3711 2248A,131.1638,46.6572,20170601,28.1755618,1115,9234,2454156.754,2477988.922,171,1.591771722,64.15701294,274.4983826,98910.52344,0.000981885,287.2829895,-7.6076e-06,66.63980103,1.432558894,0.693910897,0.367050588,2415 2249A,131.1651,46.619,20170601,26.38235294,1121,9234,2455925.625,2473652.797,148,1.56174469,63.78240585,274.4595642,98479.13281,0.001023261,290.5139771,-7.51846e-06,67.30860901,1.401054025,0.689995646,0.37264806,2648 2250A,131.1516,46.6462,20170601,32.94225352,1117,9232,2453851.48,2476426.225,150,1.573465586,63.75320435,274.4778748,98711.86719,0.000997678,287.9507446,-7.57669e-06,66.90652466,1.411214471,0.695893347,0.370402187,2380 2251A,131.1572,46.5888,20170601,31.57807808,1126,9233,2456745.18,2470001.516,166,1.528999805,63.39850616,274.3969421,98117.24219,0.001057673,293.0010376,-7.44515e-06,67.88625336,1.367121458,0.684703946,0.365666866,3368 2252A,128.8736,47.7222,20170601,17.74193548,945,8868,2261062.045,2545351.046,236,0.80924207,59.2206955,272.6233521,97133.95313,0.001100571,181.5938568,-3.45161e-06,74.71936798,0.695243478,0.414136767,0.312150061,2412 2253A,128.9094,47.7317,20170601,18.82248521,943,8873,2262962.407,2547270.472,248,0.76622653,59.92066193,272.6238098,97123.69531,0.001088169,181.3152924,-3.41212e-06,74.44569397,0.663028598,0.384052247,0.313867033,4110 2254A,129.4942,48.4658,20170601,14.43993994,826,8967,2269468.985,2645274.897,431,1.060719252,88.22642517,272.4632874,96202.69531,0.0011442,279.7743835,-5.30721e-06,71.35535431,1.060209632,0.032877073,0.295710385,5660 2255A,130.2719,46.8025,20170601,28.64647887,1092,9091,2390031.597,2472648.711,82,1.240229607,60.56204224,274.4664917,100031.8828,0.000705877,207.1914978,-8.80682e-06,65.10733795,1.080082536,0.609582782,0.368902862,2553 2256A,130.3961,46.8267,20170601,31.34682081,1088,9111,2397035.374,2478450.47,78,1.299665689,55.59780884,274.7007751,100108.9375,0.00075057,218.2768707,-8.74929e-06,64.94659424,1.072322607,0.734339833,0.364023894,1857 2257A,130.3258,46.7975,20170601,32.52089136,1092,9100,2393740.876,2473387.084,82,1.275984049,56.74259949,274.4707336,99962.53906,0.000727686,212.4485016,-8.81381e-06,65.11225891,1.066976905,0.699782431,0.368902326,2114 2258A,130.3648,46.8032,20170601,23.81714286,1092,9106,2396022.498,2474991.537,82,1.301913738,54.60100555,274.5829773,100037.3125,0.000743546,215.9531555,-8.81848e-06,65.11553192,1.061218023,0.754185379,0.375943929,1659 2259A,130.3794,46.7588,20170601,31.27683616,1099,9109,2398885.91,2470254.72,103,1.280087352,52.23353577,274.6879883,99727.85938,0.000773934,218.6244812,-8.96756e-06,65.39828491,1.011905432,0.784009576,0.366232425,3165 2260A,131.0032,45.7677,20170601,36.55084746,1257,9208,2482815.008,2372189.291,216,1.180631995,79.34379578,274.5822144,98588.08594,0.000993838,285.6298218,-6.26285e-06,70.49327087,1.160262346,0.218364567,0.386563987,2153 2261A,130.8625,45.8194,20170601,28.55477528,1249,9186,2471285.721,2374560.904,185,1.229182959,71.31165314,274.5661011,98913.14844,0.000944573,281.9474792,-6.10919e-06,70.0810318,1.164360404,0.39389804,0.375061423,3027 2262A,130.9467,45.8309,20170601,29.78267045,1247,9199,2476322.779,2377997.411,294,1.201147079,74.0170517,274.6150818,98922.9375,0.000931429,283.6371765,-6.17343e-06,70.24242401,1.154702544,0.33078143,0.365109205,4099 2266A,126.9934,46.6384,20170601,29.89728097,1118,8567,2182647.764,2377406.709,179,0.880041957,60.71829224,274.9450073,99416.40625,0.000813144,190.606781,-7.22109e-06,65.49192047,0.767581582,0.430455983,0.362668186,1582 2267A,126.9636,46.6527,20170601,30.71186441,1116,8562,2180126.846,2378405.876,175,0.873803139,61.62137604,274.9441833,99444.42188,0.000810609,190.8537598,-7.19754e-06,65.32666779,0.768781483,0.41533953,0.365864515,2509 2268A,124.1186,50.4269,20170601,16.56714286,512,8107,1857177.964,2759831.032,399,0.840717018,114.0391769,271.8976746,95943.70313,0.00077294,230.1941223,-4.56524e-06,65.79052734,0.767819285,-0.342430532,0.188500807,3060 2269A,124.1303,50.4217,20170601,13.39714286,513,8109,1858087.728,2759444.859,391,0.837508917,114.0418091,271.9159241,95981.82813,0.000772871,230.3892365,-4.59441e-06,65.73883057,0.764873624,-0.341158956,0.189137638,2437 2270A,117.3961,32.939,20170601,64.66016713,3310,7031,1918670.525,570678.7543,22,1.080824018,249.8131409,288.1527405,101435.6563,0.002250776,229.1140442,-1.81879e-05,66.38648224,-1.014417887,0.373010516,0.791068852,2402 2271A,117.3575,32.9444,20170601,63.05042017,3309,7025,1915274.79,570557.055,23,1.080721855,250.1609039,288.1721497,101444.9688,0.00223539,228.3403778,-1.90107e-05,66.26745605,-1.01656723,0.366811901,0.789175987,2151 2272A,117.3086,32.935,20170601,54.68539326,3310,7017,1911411.977,568505.7049,23,1.081582546,250.7500305,288.1820984,101444.8047,0.002217807,227.4403687,-2.00088e-05,66.17932129,-1.021097541,0.356624097,0.796961486,3390 2273A,117.4186,32.8913,20170601,42.02521008,3317,7035,1921859.316,565542.2786,22,1.08006537,249.8610992,288.0968018,101385.8906,0.002272437,229.8716583,-1.72625e-05,66.68421936,-1.014017582,0.371899992,0.801276863,3070 2274A,117.3536,32.9673,20170601,49.43333333,3305,7025,1914326.575,573158.7524,18,1.078963041,249.953064,288.1928406,101462.7734,0.002230062,228.1148987,-1.91803e-05,66.14646149,-1.0135777,0.369894058,0.793555319,2762 2275A,117.3065,32.8985,20170601,46.36619718,3316,7017,1912221.04,564196.9243,24,1.086892486,251.0886993,288.156189,101423.5391,0.002223765,227.8575592,-1.98286e-05,66.34241486,-1.02821064,0.352303892,0.797428012,2995 2277A,116.8028,32.7639,20170601,56.22284123,3338,6936,1873314.827,538750.1656,23,1.061765194,255.7071533,288.4064941,101381.6016,0.002212979,218.6503754,-2.04683e-05,65.74108887,-1.028889656,0.26216647,0.798549533,4314 2278A,117.0083,32.645,20170601,60.11376404,3357,6969,1893844.015,528782.6294,33,1.12166965,255.1430969,288.3251343,101189.9688,0.002166557,225.3109283,-2.35231e-05,66.04001617,-1.084160209,0.287644565,0.796956658,2615 2279A,116.8556,32.6028,20170601,56.07520891,3364,6945,1882038.359,520914.3597,46,1.086727619,255.9489746,288.3945618,101251.4219,0.002164011,221.2746735,-2.46092e-05,66.01789093,-1.054202199,0.263883591,0.796525896,2932 2280A,116.8306,32.6319,20170601,54.37900875,3359,6941,1879152.294,523839.07,50,1.077997923,256.0991821,288.4120483,101297.5,0.002176847,220.4829407,-2.4011e-05,65.95225525,-1.046416521,0.259021372,0.802841544,3855 2281A,116.7039,32.625,20170601,58.06582633,3360,6921,1868605.852,520615.6857,21,1.062380075,256.8199158,288.4088745,101390.7578,0.002175478,216.5729828,-2.3615e-05,65.93348694,-1.034385562,0.242276877,0.790068328,4608 2282A,116.8008,33.975,20170601,53.05138889,3144,6936,1841119.281,680683.2468,62,1.082316756,244.4416809,287.6891479,101234.4453,0.001803476,203.7582092,-1.24087e-05,63.0742836,-0.976392984,0.466975778,0.813908815,3487 2283A,116.8067,33.8997,20170601,59.70949721,3156,6937,1843604.428,671952.2147,29,1.083043218,246.0786743,287.7176514,101262.5078,0.001905322,203.9851227,-1.25052e-05,63.25701141,-0.989998281,0.439187914,0.80707562,2992 2284A,116.7844,33.9461,20170601,55.20448179,3149,6933,1840522.036,676982.2799,32,1.079333901,245.0466309,287.716156,101268.2188,0.001838218,203.6351166,-1.24638e-05,63.10512161,-0.978564322,0.455382824,0.814001501,3018 2285A,117.8178,30.9414,20170601,52.25837989,3629,7099,2009153.015,346414.2246,29,0.941267431,285.0881042,289.1896973,101191.9453,0.002054569,216.7509918,-2.27234e-05,70.55384064,-0.908832014,-0.244966686,0.756169438,3334 2286A,117.8078,30.9222,20170601,57.00139276,3633,7097,2008815.039,343981.7322,58,0.928633273,284.4909058,289.1851196,101075.5625,0.002065281,215.480423,-2.24227e-05,70.80625916,-0.899103463,-0.232320115,0.748245478,3299 2287A,117.7806,30.9414,20170601,50.90972222,3629,7093,2005936.429,345654.1852,14,0.928480089,286.5053101,289.1838379,101158.7266,0.002049056,218.535141,-2.3928e-05,70.53025055,-0.890235186,-0.26373601,0.735882163,3095 2288A,117.7442,30.8811,20170601,54.68333333,3639,7087,2004438.163,337913.5863,10,0.908958256,285.6149902,289.2581482,101129.5469,0.002074852,216.1066284,-2.32347e-05,71.13631439,-0.875423789,-0.244618595,0.734851301,2433 2289A,117.8561,30.9219,20170601,50.87396122,3633,7105,2013000.425,344935.4004,37,0.929070771,282.9291687,289.107605,100906.0,0.00207576,212.970108,-2.08305e-05,70.84411621,-0.905527532,-0.207828,0.740846932,3853 2290A,117.8472,30.9697,20170601,53.95621469,3625,7104,2010917.284,350299.7853,8,0.952269971,285.2825623,289.1690063,101224.8125,0.002050756,217.2445221,-2.24097e-05,70.30760956,-0.918609023,-0.250949264,0.747032166,3014 2291A,117.0549,30.5103,20170601,46.05865922,3698,6977,1954563.733,280990.3364,14,1.283691168,319.668457,289.7104187,101193.3047,0.002596543,246.7310181,-2.89802e-05,70.4782486,-0.830887258,-0.978513837,0.719925284,2922 2292A,117.0331111,30.51197222,20170601,50.17827298,3698,6973,1952620.958,280751.2496,23,1.292113066,321.2965393,289.6859436,101143.6641,0.002599486,248.3855591,-2.92812e-05,70.27024078,-0.808018565,-1.008296609,0.734222114,3151 2293A,117.0486,30.5489,20170601,50.58888889,3692,6976,1952992.047,285346.2083,22,1.250477076,323.5499878,289.599823,100956.6172,0.002524432,246.7169647,-2.93401e-05,70.40621185,-0.743009269,-1.005798221,0.731026173,2958 2294A,116.9894,30.6145,20170601,57.02957746,3682,6966,1946102.362,291789.2004,28,1.213535309,334.9865417,289.3392639,100435.6328,0.00241919,246.3351746,-2.91041e-05,70.17926025,-0.513208151,-1.099675059,0.722575545,3172 2295A,118.3057,29.7128,20170601,26.5280112,3826,7177,2085664.706,214394.0758,139,0.595979512,282.5294189,289.5133667,99672.16406,0.003283436,178.2717133,-8.83938e-06,76.65644073,-0.581792891,-0.129261702,0.614688456,3897 2296A,118.3236,29.7207,20170601,23.60451977,3825,7180,2087015.85,215685.8742,134,0.603131711,282.677124,289.5024414,99637.6875,0.00325339,178.3028412,-8.82893e-06,76.61365509,-0.588435709,-0.13233006,0.614478946,3403 2297A,118.1371,30.2756,20170601,23.8575419,3736,7150,2055251.729,275872.8253,176,0.426897407,274.040802,288.4789429,97984.97656,0.003129513,167.9563446,-8.27726e-06,77.63318634,-0.425837636,-0.030061524,0.647016048,4595 2298A,118.3094,32.3153,20170601,50.79166667,3410,7177,2013043.51,516181.1301,22,0.964519441,263.3778992,287.9793091,101177.4844,0.002480015,241.1250458,-1.46289e-05,69.19974518,-0.958079696,0.111270048,0.777175069,3064 2299A,118.3244,32.2786,20170601,52.09888579,3416,7180,2015348.227,512215.9374,24,0.956834435,264.5996704,288.0233154,101254.7188,0.002489174,240.3382111,-1.4447e-05,69.03160095,-0.952583492,0.090093255,0.785313964,3065 2300A,118.3158,32.3061,20170601,51.82492997,3411,7179,2013844.862,515241.1366,20,0.96036762,263.758667,287.9902039,101215.0625,0.00248339,240.9942627,-1.45874e-05,69.13195801,-0.954670787,0.104449295,0.783346891,2993 2301A,115.8275,32.8928,20170601,51.21148459,3317,6780,1787551.592,535684.1737,31,0.875802696,253.3766785,288.2510681,101354.2813,0.00217193,197.380127,-1.31835e-05,64.80891418,-0.839190185,0.250579804,0.841141105,2434 2303A,115.8556,32.8603,20170601,54.9719888,3322,6785,1790748.555,532383.4222,29,0.887989879,254.5608826,288.2521973,101337.125,0.002175472,197.2092438,-1.31597e-05,64.86552429,-0.855936646,0.236428618,0.839790285,2629 2304A,116.9765,33.6481,20170601,55.37114846,3196,6964,1864434.692,645633.2906,29,1.067447782,248.0788727,287.8458862,101391.0156,0.002110152,206.2516174,-1.28069e-05,63.99135208,-0.990255952,0.398544848,0.804332256,2689 2305A,116.9677,33.6284,20170601,55.42916667,3200,6963,1864225.895,643156.0549,29,1.066444993,248.158905,287.8616943,101391.6406,0.002129239,206.2526703,-1.28669e-05,64.01164246,-0.98988086,0.396788031,0.804219604,2867 2306A,116.989,33.63063889,20170601,60.00277008,3199,6966,1865943.444,643822.9068,30,1.065565586,248.1517181,287.8557739,101392.4453,0.002117346,206.4594116,-1.2848e-05,64.02980804,-0.989014804,0.396585107,0.803293347,2738 2307A,116.508,31.7371,20170601,44.06005587,3502,6889,1875096.51,413131.9583,64,0.899863958,248.1708069,288.4790649,101085.0625,0.001928179,177.0330048,-1.21031e-05,68.50600433,-0.835328877,0.334635347,0.79020977,2903 2308A,116.478,31.7618,20170601,41.19722222,3498,6884,1871882.46,415442.9125,42,0.898550034,247.971405,288.4637451,101096.7031,0.001971273,176.9476013,-1.23149e-05,68.41970062,-0.832941175,0.337047815,0.79097712,3376 2309A,116.5068,31.7797,20170601,41.27668539,3495,6889,1873887.536,418081.2793,42,0.943426192,249.2676849,288.4832153,101150.4375,0.001974092,179.9130554,-1.27093e-05,68.33091736,-0.882322252,0.334006667,0.781720579,2305 2310A,116.5661,31.7712,20170601,47.88194444,3497,6899,1879192.527,418221.687,52,0.945687771,249.4944763,288.4835205,101149.4922,0.001963766,183.1430206,-1.24914e-05,68.38280487,-0.885755658,0.331303954,0.791014135,3065 2311A,115.8067,33.8399,20170601,53.26123596,3166,6777,1761872.528,646576.9227,39,0.877627134,241.7089844,287.9424438,101224.6094,0.001709138,196.4986877,-1.10385e-05,62.6071701,-0.772782922,0.415975899,0.830929995,3524 2312A,115.7831,33.8561,20170601,51.48280802,3163,6773,1759494.753,648060.0469,39,0.876777887,241.3581696,287.943573,101230.2266,0.001687986,196.4363403,-1.10325e-05,62.56277847,-0.769476116,0.420292735,0.838687599,2195 2314A,117.4697,30.6617,20170601,48.46561605,3674,7043,1986599.79,306880.2837,19,0.974260688,295.7675171,289.4548645,101027.0859,0.002293654,224.8204651,-2.3483e-05,72.18147278,-0.87741065,-0.423478991,0.741527617,3598 2315A,117.4974,30.6539,20170601,57.20555556,3675,7048,1989216.795,306535.6911,10,0.958787382,293.0215759,289.3667908,100851.5313,0.002318315,220.7883911,-2.18134e-05,72.43123627,-0.88244909,-0.374909043,0.735378623,3879 2316A,118.7581,30.9447,20170601,42.49019608,3629,7249,2090267.184,366411.8263,18,1.052492499,262.4625549,288.8905945,101234.125,0.002155277,204.2660675,-1.47079e-05,71.38100433,-1.04339242,0.1381042,0.725428581,3041 2317A,118.7386,30.9742,20170601,41.79551821,3624,7246,2087743.397,369412.9939,40,1.084605575,263.8908386,288.9046936,101213.7578,0.002142965,207.4211884,-1.4925e-05,70.8663559,-1.078441024,0.115473822,0.726809323,5005 2318A,118.7175,30.9431,20170601,41.53221289,3629,7243,2086810.459,365363.599,42,1.045755744,263.070343,288.8798828,101186.9922,0.002160499,203.2387848,-1.41999e-05,71.29559326,-1.03811121,0.126215369,0.72707063,3807 2319A,119.0156,25.442,20170601,28.97338936,4509,7290,2269646.29,-258298.0098,20,1.362974644,333.9920044,292.4500732,99730.07031,0.00225856,364.8334045,-3.80079e-05,81.36826324,-0.597756803,-1.224902749,0.427908927,2997 2320A,119.0018,25.4552,20170601,31.57983193,4507,7288,2267995.467,-257121.4853,58,1.265537977,333.6867065,292.2887878,99387.14844,0.002287746,354.2032166,-3.21668e-05,81.42645264,-0.561075985,-1.134363294,0.415670455,4886 2323A,118.981,25.4792,20170601,28.92458101,4503,7285,2265392.147,-254882.4836,139,1.105475307,333.1380005,291.9940491,98763.27344,0.002333066,336.2792664,-2.38232e-05,81.54581451,-0.49957937,-0.986152172,0.40502274,5510 2324A,117.6211,26.2625,20170601,27.27222222,4378,7067,2118371.85,-196173.853,165,0.444835037,272.9368286,291.5320435,95914.74219,0.002275976,122.2554321,-8.6595e-06,74.80988312,-0.444251895,-0.022769809,0.434409648,4431 2325A,117.6353,26.2708,20170601,26.2752809,4377,7070,2119456.014,-194920.9994,221,0.433126122,271.9342957,291.5101318,95815.0,0.002298447,122.7386703,-8.68529e-06,74.88137054,-0.432880014,-0.014599091,0.449076295,3702 2326A,117.6028,26.2378,20170601,24.41620112,4382,7064,2117348.175,-199385.3015,188,0.440345347,273.0180359,291.532074,95991.29688,0.002292608,122.0111618,-8.63095e-06,74.78565979,-0.439735711,-0.023163246,0.436716676,3835 2327A,117.7275,26.3108,20170601,26.40668524,4370,7084,2126860.661,-188366.7761,266,0.354950488,267.0460205,291.644165,95997.64063,0.002420749,125.3084488,-8.85309e-06,75.11643219,-0.354478031,0.018307932,0.421910286,5573 2331A,118.0966,26.6761,20170601,19.22050562,4312,7143,2150792.157,-138657.9951,1044,0.282099456,270.1705933,292.0853577,96602.27344,0.002443687,144.4280548,-1.11612e-05,72.29118347,-0.282098234,-0.000826824,0.431283653,6887 2332A,118.1694,26.6383,20170601,22.0,4318,7155,2158481.672,-141374.5654,125,0.388703644,263.6714172,292.284668,97074.60938,0.002374068,148.9430695,-1.09323e-05,72.15641022,-0.386333078,0.042863488,0.439908713,4522 2333A,118.1819,26.6514,20170601,22.86312849,4316,7157,2159265.234,-139605.4606,121,0.39565292,263.7986145,292.2583008,97047.40625,0.002362116,149.0433044,-1.08604e-05,72.12953186,-0.393335849,0.042756703,0.440635949,3831 2334A,118.1756,26.6272,20170601,22.71927374,4320,7156,2159352.843,-142504.5888,152,0.403568268,262.881897,292.3458557,97225.39063,0.002368728,149.6603851,-1.09434e-05,72.15335083,-0.400455773,0.050025139,0.441487908,4573 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2339A,119.5001,26.6946,20170601,30.51558074,4309,7368,2278312.815,-104917.8295,135,0.271472096,308.6144714,290.2366028,96781.14844,0.00383414,177.4463806,-1.50269e-05,84.67468262,-0.212129429,-0.169405431,0.441744655,5632 2340A,119.5202,26.6607,20170601,32.12569832,4314,7371,2281125.439,-108306.3822,83,0.321464807,312.5800781,290.3682251,97187.89063,0.003701851,192.2820282,-1.81776e-05,84.54278564,-0.236719832,-0.217493311,0.465289593,5571 2341A,119.5392,26.6611,20170601,26.51523546,4314,7374,2282844.531,-107819.6424,27,0.323870301,312.7493896,290.3966675,97258.63281,0.003693326,199.8421326,-1.9882e-05,84.31491852,-0.237842545,-0.219824672,0.479809284,2961 2342A,117.3097,29.3864,20170601,26.33286119,3878,7018,2006821.842,155958.8225,81,1.134611726,307.8752747,290.5311584,100257.75,0.003100029,195.4864044,-1.38109e-05,72.14587402,-0.895650744,-0.696529627,0.601864398,5851 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2359A,117.0281,28.2403,20170601,34.53501401,4062,6972,2012071.248,18009.31259,37,0.819194257,316.5574951,291.7428284,100789.1016,0.00241605,176.9019012,-1.45328e-05,70.7614975,-0.563341439,-0.594748437,0.593418539,2952 2360A,117.0222,28.2264,20170601,34.38687151,4064,6972,2011906.169,16288.28314,40,0.810566664,316.0727234,291.730011,100755.4453,0.002411164,175.9455719,-1.43734e-05,70.96355438,-0.56236738,-0.583747625,0.609263718,3057 2361A,116.9983,28.2169,20170601,34.9039548,4065,6968,2010008.366,14705.48526,40,0.821457267,317.1242981,291.7567444,100819.7031,0.002406403,178.7319183,-1.45717e-05,70.97229767,-0.558970392,-0.601950288,0.601747572,3139 2362A,114.9064,25.9118,20170601,42.14366197,4434,6633,1876142.04,-291455.7268,126,0.506054461,167.2737427,292.229187,99372.5,0.002026861,269.9758606,-1.74112e-05,75.58555603,0.111523032,-0.493612945,0.537011623,4888 2363A,114.9367,25.8664,20170601,47.77146814,4441,6638,1880028.498,-296077.7442,109,0.469468415,170.721756,292.2148132,99394.53906,0.002014583,267.4163208,-1.70639e-05,75.71694946,0.07573273,-0.463319719,0.537528396,2323 2364A,114.9461,25.8481,20170601,45.10138889,4444,6639,1881334.154,-297993.9595,117,0.458803177,172.3521271,292.1966858,99348.36719,0.002012361,266.6590881,-1.68622e-05,75.7615509,0.061099965,-0.454716563,0.538053989,2460 2365A,114.9322,25.8333,20170601,44.84497207,4447,6637,1880389.795,-299955.1526,108,0.462926209,173.7719574,292.2061462,99381.29688,0.002001312,266.437439,-1.65885e-05,75.76821136,0.050261997,-0.460189521,0.53688091,2843 2366A,114.8905,25.8471,20170601,45.81320225,4445,6630,1876185.353,-299171.6027,121,0.495152056,171.5131683,292.2163086,99450.16406,0.001998308,268.0809631,-1.65693e-05,75.65853119,0.073118776,-0.489723593,0.535943866,2703 2367A,114.9817,27.0658,20170601,51.02148997,4250,6645,1855813.985,-157493.5723,51,0.814556003,323.3487549,292.3908386,100568.5313,0.002045772,258.7020264,-1.76957e-05,70.75080109,-0.486291468,-0.653469265,0.613512635,3854 2368A,114.9739,27.11,20170601,50.92039106,4242,6644,1854050.711,-152552.4451,61,0.84678787,323.9136353,292.3630371,100604.4375,0.002031853,255.932312,-1.71566e-05,70.83209229,-0.498811871,-0.684278011,0.630548894,3000 2369A,114.99,27.1311,20170601,51.25626741,4239,6646,1855023.345,-149819.2074,58,0.846888781,323.8673706,292.3458557,100613.7188,0.002039758,256.2553406,-1.71119e-05,70.82741547,-0.4994241,-0.683956265,0.629048526,3658 2370A,115.0075,27.0983,20170601,52.13370474,4244,6649,1857404.516,-153264.8477,57,0.843191803,323.3169556,292.3804321,100636.8516,0.002053568,258.3811951,-1.74726e-05,70.80789948,-0.503762364,-0.676162601,0.623462617,2891 2371A,114.3442,27.8036,20170601,49.8198324,4132,6543,1780398.793,-84177.98452,98,0.686520576,269.078064,291.1037598,100287.5391,0.003731343,160.874527,-9.65491e-06,77.62141418,-0.68643117,0.01107755,0.689163387,4389 2372A,114.3806,27.8014,20170601,50.74166667,4132,6549,1783756.275,-83772.12976,102,0.670342088,270.413208,291.1391602,100364.1484,0.003742702,164.9906311,-1.00835e-05,77.45219421,-0.670324922,-0.004803124,0.691819429,3281 2373A,114.3953,27.7842,20170601,48.19777159,4135,6551,1785489.229,-85493.24675,107,0.642351568,269.9945679,291.020752,99993.39063,0.003815764,166.0158844,-1.02667e-05,77.5470047,-0.642351568,9.09032e-05,0.681075931,3992 2374A,114.3703,27.7914,20170601,50.81476323,4133,6547,1783051.47,-85114.99596,104,0.668355703,269.5732422,291.1007996,100261.7734,0.003764055,163.4533081,-9.94686e-06,77.55700684,-0.668336928,0.005008882,0.689736247,3768 2375A,114.4011,27.8072,20170601,51.75623269,4131,6552,1785484.367,-82729.3662,97,0.670251131,271.5167236,291.1463013,100370.1172,0.003721028,167.1518555,-1.02825e-05,77.31668091,-0.670017123,-0.017709201,0.689414501,3329 2376A,116.2239,28.0797,20170601,43.84861111,4087,6844,1943846.016,-16680.09585,45,1.054667711,338.5984192,291.7095032,100798.1953,0.002379155,227.6644287,-1.8134e-05,70.86721802,-0.384931028,-0.981912494,0.626872838,5661 2377A,116.3553,27.9883,20170601,44.83333333,4102,6865,1958016.48,-24602.95435,43,0.956858397,337.5844116,291.8484497,100947.7656,0.002287734,220.3248291,-1.75693e-05,71.22817993,-0.364942819,-0.884530783,0.622548103,2672 2378A,116.3598,27.9639,20170601,40.7367688,4106,6866,1959043.313,-27323.7482,49,0.924904525,337.7368774,291.8118286,100828.7266,0.002288705,219.0309601,-1.71615e-05,71.5124588,-0.350479454,-0.855927885,0.6301018,2735 2379A,116.3574,28.0005,20170601,44.09887006,4100,6865,1957895.616,-23155.7597,40,0.970585465,337.4850159,291.8616028,100992.25,0.002289904,220.8904114,-1.77261e-05,71.11911774,-0.371733993,-0.896576822,0.62272191,2512 2380A,116.385,27.9647,20170601,37.26330532,4106,6870,1961297.604,-26728.8928,47,0.91591692,337.2653809,291.7987671,100783.7656,0.002294607,218.4802399,-1.7136e-05,71.55229187,-0.354036391,-0.844726026,0.620418012,2675 2381A,118.0058,28.4569,20170601,36.31908832,4027,7129,2093837.058,63355.26393,125,0.799908519,313.2450256,291.2276611,99754.75781,0.002528333,144.0782928,-9.301e-06,74.95729828,-0.582715273,-0.547993183,0.556254506,4643 2382A,117.973,28.4459,20170601,38.90642458,4029,7124,2091207.617,61392.22791,89,0.773184597,306.6387024,291.2061768,99643.875,0.002532567,141.7419586,-9.32202e-06,75.07967377,-0.620444596,-0.461370707,0.577663779,3225 2383A,117.9511,28.4622,20170601,39.12359551,4026,7120,2088804.627,62800.34902,85,0.839139521,308.0633545,291.2121277,99658.42188,0.0024366,145.0435333,-9.49502e-06,74.69206238,-0.660713494,-0.517313063,0.561583519,2492 2384A,117.9033,28.4303,20170601,43.17847025,4031,7113,2085404.22,58117.42673,85,0.781558394,295.7962341,291.1804504,99467.00781,0.002474272,139.7541656,-9.43432e-06,74.76644135,-0.703694344,-0.340070277,0.566145301,2604 2385A,114.17,35.9019,20170601,56.75702247,2836,6515,1576879.685,862483.1652,183,0.735497415,72.12950134,286.5694885,98192.35156,0.000848313,180.3030243,-9.05837e-06,56.39939117,0.700003147,0.225725532,0.781967044,3663 2386A,114.2956,35.7511,20170601,56.3356546,2860,6535,1590638.138,846612.4254,90,0.540479362,55.39128494,287.6413269,100405.8203,0.000884022,201.1470184,-1.02028e-05,56.73690796,0.444832802,0.30698815,0.805345118,3179 2387A,114.2878,35.7306,20170601,52.82686981,2863,6534,1590487.025,844054.2697,88,0.512310326,56.69152832,287.65271,100443.2109,0.000883302,200.9434814,-1.02015e-05,56.86006927,0.428142905,0.281345874,0.809254885,3179 2389A,113.836,35.31,20170601,57.52793296,2930,6462,1563381.466,786912.6748,73,0.555281818,316.6461182,287.9078979,100077.8984,0.000832964,171.0006866,-8.73702e-06,54.34914017,-0.381230593,-0.403733969,0.79844743,3130 2390A,113.884,35.272,20170601,61.12534819,2937,6469,1568193.237,783170.9294,72,0.548376799,298.8278198,287.9819946,100276.1484,0.000853742,179.7498779,-9.34065e-06,54.4716301,-0.48043412,-0.264386415,0.80810529,2129 2391A,113.883,35.303,20170601,53.45658263,2932,6469,1567395.9,786831.2393,74,0.545760572,306.5619202,287.9338379,100192.8359,0.000846671,177.1723175,-9.0894e-06,54.70845032,-0.43838349,-0.325076222,0.805954158,1937 2392A,115.031,35.763,20170601,59.26740947,2858,6653,1650143.246,860150.6617,54,0.785409331,210.4628754,287.7951355,101058.4141,0.000789856,205.6880798,-1.08127e-05,54.88176727,-0.398176134,0.676995993,0.860675335,2860 2394A,115.0628,35.7672,20170601,57.94301994,2857,6658,1652623.424,861182.6019,51,0.79353267,211.0608826,287.787384,101060.7109,0.000789008,205.6059265,-1.08852e-05,54.86082077,-0.409411103,0.679762185,0.861858964,2218 2395A,115.0772,35.767,20170601,57.44803371,2857,6660,1653797.949,861401.1933,51,0.79685843,211.3308258,287.7846375,101061.6172,0.00078969,205.538681,-1.09195e-05,54.86204147,-0.414338499,0.680666566,0.863194704,2317 2396A,113.8331,34.0117,20170601,56.1302521,3138,6461,1592973.547,633144.2898,71,0.427094758,227.100708,288.0717468,100729.4531,0.001301751,206.8370514,-1.24399e-05,60.82209015,-0.3128618,0.29073602,0.864086032,2396 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2402A,114.0322,33.5653,20170601,55.8189415,3210,6493,1619942.621,583682.9574,63,0.603703201,230.3164673,288.1911316,100989.7109,0.001529784,202.7234955,-1.26393e-05,62.502491,-0.464589745,0.385504782,0.872941017,2401 2403A,112.5192,32.9917,20170601,62.29189944,3301,6251,1504811.55,491899.4999,125,0.814088702,299.4424438,288.0932312,99960.01563,0.001373866,205.654068,-1.23444e-05,66.74893188,-0.708973646,-0.400120944,0.843529761,2116 2404A,112.5224,33.0122,20170601,56.43732591,3298,6252,1504646.982,494370.3041,129,0.785927296,301.8539734,288.0603027,99925.4375,0.001374437,203.5218048,-1.24222e-05,66.80957794,-0.667589545,-0.414735973,0.841745496,2142 2405A,112.5003,32.9735,20170601,56.01264045,3304,6248,1503592.378,489460.1653,126,0.828174889,296.7843628,288.1109619,99957.63281,0.001374721,206.7806702,-1.23734e-05,66.75045776,-0.739341378,-0.373159379,0.854722977,2911 2406A,112.5573,33.027,20170601,60.09610028,3296,6257,1507296.133,496653.6545,128,0.746194363,302.8924561,288.0501404,99963.35156,0.001378033,203.260376,-1.25738e-05,66.75246429,-0.626598716,-0.405191392,0.841064394,2180 2407A,112.55,32.9683,20170601,55.1075419,3305,6256,1507927.955,489607.541,122,0.793991506,294.6564941,288.12854,100076.8281,0.001388169,209.1359406,-1.24941e-05,66.55693817,-0.72161895,-0.331192672,0.8530581,2810 2408A,115.6697,34.4286,20170601,58.56478873,3072,6755,1735638.794,713466.8413,49,0.888605118,233.345932,287.9100342,101089.6563,0.001309427,200.5289001,-1.10299e-05,60.62379074,-0.712872803,0.530501068,0.846171498,2449 2409A,115.6558,34.429,20170601,55.75,3071,6753,1734478.797,713268.5472,50,0.887304604,233.1862793,287.9137573,101085.3359,0.001305927,200.6802826,-1.10247e-05,60.59967422,-0.710350692,0.531706035,0.84527421,2306 2410A,115.6386,34.407,20170601,54.83519553,3075,6750,1733608.704,710371.6115,50,0.885019481,233.6104126,287.925415,101097.75,0.001316219,200.5164795,-1.10336e-05,60.69537735,-0.712427557,0.525077581,0.848089933,2311 2411A,115.6578,34.402,20170601,56.04761905,3076,6753,1735323.42,710121.1449,49,0.887030482,233.7945862,287.9189148,101102.0078,0.001319994,200.3342285,-1.10397e-05,60.72004318,-0.715734303,0.52397275,0.845039904,2358 2420A,114.018,32.965,20170601,53.2740113,3306,6491,1632620.306,512678.7934,83,0.413042068,218.585144,287.9568787,100421.0078,0.001531555,208.9429932,-1.72145e-05,66.1530838,-0.2575984,0.322872758,0.873422146,2685 2421A,114.0131,33.0069,20170601,55.45224719,3299,6490,1631237.792,517532.9515,85,0.436475486,215.5913391,287.9891052,100533.4219,0.001484962,208.8626862,-1.75671e-05,65.75605774,-0.254022181,0.354941636,0.875811219,2686 2422A,113.996,32.996,20170601,53.78888889,3301,6487,1630040.402,515965.1359,90,0.423445433,214.9379272,287.9627075,100513.7266,0.001494916,208.5143738,-1.68843e-05,65.9642868,-0.242496118,0.347133487,0.880611956,2779 2423A,115.0625,30.2352,20170601,47.3969697,3742,6658,1787215.923,211059.9407,28,0.879741311,253.7840576,290.259552,101077.8906,0.002562172,191.2175598,-2.68668e-05,70.29212952,-0.844732404,0.24570699,0.743985772,3339 2424A,115.0767,30.2028,20170601,54.00704225,3748,6660,1789245.231,207544.5506,78,0.897421241,250.8583374,290.3422241,101205.3047,0.002554582,190.3108521,-2.52694e-05,70.76367188,-0.847792745,0.294299781,0.750813127,4247 2426A,114.8949,30.2043,20170601,52.29083095,3747,6631,1773230.297,204423.615,76,0.881900728,262.6491089,290.4185181,101254.3594,0.002534305,194.9039307,-3.02002e-05,70.88707733,-0.874647737,0.112872548,0.766887665,4337 2427A,115.0264,30.2099,20170601,54.80532213,3746,6652,1784653.864,207456.7617,36,0.872690856,253.2558594,290.3366699,101187.3516,0.002562362,191.5309753,-2.60636e-05,70.56793976,-0.835680068,0.251452148,0.747626603,4142 2428A,111.0419,32.395,20170601,29.91477273,3397,6015,1390732.183,399611.1341,906,0.581072748,209.7067719,286.7265625,94688.42188,0.001876009,142.3296661,-9.13777e-06,74.19376373,-0.287949502,0.504708469,0.753336906,5870 2429A,110.78,32.6494,20170601,48.53703704,3356,5973,1363348.214,426035.021,267,0.579666078,266.3717346,287.6343994,96314.85938,0.001682506,154.8578186,-9.48046e-06,71.86335754,-0.578502595,0.036708716,0.770803034,3530 2430A,110.7258,32.6389,20170601,45.01416431,3358,5964,1358906.247,424041.325,319,0.567093909,267.5360107,287.3049011,95469.44531,0.001722202,152.0007324,-8.54938e-06,71.85572052,-0.566568494,0.024405705,0.759398878,4940 2431A,110.8839,32.5714,20170601,48.0027933,3369,5989,1373752.005,418251.389,248,0.580401182,241.1729584,287.3545227,95840.13281,0.001763977,148.6104889,-1.01526e-05,72.73914337,-0.508468628,0.279866427,0.770895362,5460 2432A,112.155,32.0197,20170601,64.06741573,3457,6193,1494087.063,371650.2164,69,0.583027184,205.0807037,288.690094,100355.3984,0.001769713,229.0804749,-1.67241e-05,67.86605835,-0.247135058,0.528057694,0.838162959,2640 2433A,112.1392,32.0564,20170601,60.23389356,3451,6190,1491962.723,375735.673,70,0.629749417,208.0970306,288.6974792,100407.5781,0.001739104,228.0433807,-1.65933e-05,67.7873764,-0.296582639,0.555538535,0.838002741,2331 2434A,112.1825,32.1142,20170601,62.29295775,3442,6197,1494489.842,383206.9811,80,0.71410042,219.0383301,288.7574463,100587.0938,0.00171172,232.8225555,-1.67492e-05,67.46230316,-0.449758053,0.554668486,0.848117113,2841 2435A,112.2106,32.0903,20170601,71.5252809,3446,6202,1497407.433,380817.5614,68,0.691217363,219.5436859,288.7744751,100619.9531,0.001736499,235.1690521,-1.6929e-05,67.46040344,-0.440063983,0.533033907,0.838894904,2531 2436A,114.8878,30.3944,20170601,50.14027778,3717,6630,1768059.307,226452.2841,24,0.874894619,276.6123962,290.2131958,101045.5234,0.002510336,189.8375244,-3.00083e-05,69.40388489,-0.869079709,-0.100702628,0.759871244,1658 2437A,114.8989,30.3714,20170601,57.2733711,3721,6632,1769583.174,223970.6215,32,0.869527996,273.8360291,290.2193604,101020.7344,0.00251587,190.4274445,-3.00439e-05,69.54967499,-0.867582738,-0.058130682,0.765437305,3278 2438A,114.8131,30.4133,20170601,49.26478873,3714,6618,1761058.231,227314.6393,22,0.90606457,282.2607422,290.2521057,101152.1719,0.002493007,194.0690613,-3.24645e-05,69.44293976,-0.88540858,-0.1923659,0.773359001,3743 2439A,112.2014,31.0483,20170601,56.0724234,3612,6200,1518301.944,258064.994,98,0.547357678,357.2966614,289.0420532,100095.4922,0.001961888,228.4979553,-2.06951e-05,71.67955017,-0.025865909,-0.546746194,0.82157737,3589 2440A,112.1969,30.9892,20170601,50.80113636,3622,6199,1519136.269,251053.8244,115,0.597231746,349.0828857,289.147583,100350.4141,0.001979621,228.3972473,-2.0839e-05,71.47092438,-0.113159917,-0.586413324,0.821234822,3129 2441A,112.2211,31.0386,20170601,54.21848739,3614,6203,1520224.716,257230.2039,89,0.551894248,356.2021484,289.0668335,100211.4766,0.00196544,228.2400818,-2.02402e-05,71.37194824,-0.036604684,-0.550678968,0.823824048,2865 2443A,113.9153,30.9285,20170601,42.16432584,3632,6474,1670527.787,271828.629,31,1.026959658,300.9306335,289.3096008,101195.2734,0.002431046,198.7042694,-1.6695e-05,68.71648407,-0.880948722,-0.527802587,0.800049007,3431 2444A,113.942,30.9075,20170601,49.76571429,3635,6479,1673336.292,269825.2817,25,1.027381659,300.8529358,289.3362732,101185.9688,0.002457302,198.764679,-1.68787e-05,68.77377319,-0.882026017,-0.52682358,0.817943573,3453 2446A,114.9028,30.4742,20170601,45.7019774,3704,6632,1767463.563,236027.3531,28,0.874299526,281.6670532,290.2140808,101286.7734,0.002518509,184.4016876,-2.7816e-05,68.80151367,-0.8562451,-0.176759914,0.767791569,3374 2447A,114.3036,29.8181,20170601,41.71910112,3809,6537,1730178.405,148888.1806,65,0.790231884,275.6500854,289.8298645,100272.7188,0.0026672,174.8209839,-1.65275e-05,73.55194855,-0.786396563,-0.077761799,0.781116128,4021 2448A,114.3231,29.8211,20170601,40.85097493,3809,6540,1731833.984,149581.1843,68,0.788140476,274.3710632,289.8173218,100259.9688,0.002672547,174.2637329,-1.65103e-05,73.63240814,-0.785851002,-0.060030218,0.781045616,4231 2449A,114.2894,29.8539,20170601,36.90972222,3803,6534,1728092.585,152809.1,48,0.823998511,279.9075928,290.0158997,100697.7813,0.002568891,178.2748413,-1.78984e-05,72.78683472,-0.811717153,-0.141735032,0.799533367,4608 2450A,114.3372,29.8686,20170601,44.10504202,3801,6542,1731978.061,155363.401,50,0.828320146,277.6859131,290.0399475,100797.1797,0.00253244,177.7349548,-1.82548e-05,72.78105927,-0.820884228,-0.110740386,0.76483655,3090 2451A,113.3583,31.7275,20170601,50.34453782,3504,6385,1604197.261,356238.2333,70,0.705096662,270.2790527,288.396698,100247.0625,0.001855075,208.5019226,-1.39888e-05,70.9389801,-0.705088437,-0.003401343,0.817208886,2968 2452A,113.3833,31.6908,20170601,49.01955307,3510,6389,1607172.389,352335.6562,85,0.661326408,269.8027344,288.4047546,100250.1016,0.001895521,208.8917847,-1.43587e-05,71.05017853,-0.661322355,0.002307559,0.811189592,3807 2453A,113.3983,31.7308,20170601,48.91364903,3503,6392,1607578.223,357279.6377,87,0.765293658,274.4717712,288.379364,100175.9844,0.001838981,210.3170013,-1.43328e-05,71.00125122,-0.762966931,-0.059631199,0.804376483,3482 2454A,109.5039,30.2989,20170601,41.26966292,3732,5769,1295229.587,131312.6263,456,0.183219969,16.68285751,288.5693054,92793.67969,0.00296109,106.9549866,-3.53988e-06,75.58926392,0.052596148,0.17550841,0.661848068,3550 2455A,109.4689,30.2819,20170601,41.53792135,3735,5763,1292423.426,128851.0725,438,0.18364206,29.92904091,288.4746704,92657.52344,0.003017882,107.6463394,-3.54332e-06,76.04735565,0.091621548,0.1591537,0.674036264,3585 2456A,112.5328,26.9089,20170601,42.46991404,4275,6253,1634233.54,-219088.3619,60,0.991531253,344.8278809,291.9360657,100692.2422,0.002427358,262.2875366,-1.64002e-05,71.21987152,-0.259583861,-0.956948519,0.758978963,3715 2457A,112.6194,26.9258,20170601,41.8531856,4272,6267,1641864.992,-215691.2553,64,0.984476268,345.005188,291.8616333,100571.3281,0.002384939,261.6593628,-1.72992e-05,71.38027191,-0.254796147,-0.950932443,0.752492309,2699 2458A,112.6211,26.8956,20170601,41.88227147,4277,6267,1642654.437,-219153.1906,63,0.986598134,343.7758179,291.9206238,100612.1016,0.002359344,261.044342,-1.73178e-05,71.22641754,-0.275731951,-0.9472844,0.745732307,2348 2459A,112.6197,26.8733,20170601,47.85070423,4280,6267,1642992.459,-221753.6306,66,0.978028238,343.2598877,291.9150391,100538.8906,0.002341966,260.6753235,-1.73289e-05,71.1341095,-0.281781316,-0.936556756,0.740932405,2967 2460A,112.6006,26.8919,20170601,42.72299169,4277,6264,1640841.329,-219923.3157,73,0.987432122,343.9099121,291.9283142,100630.0,0.002371561,261.2034607,-1.71295e-05,71.20933533,-0.273745358,-0.948728442,0.741418242,2361 2461A,112.5664,26.9056,20170601,43.28072626,4275,6259,1637400.92,-218910.4282,70,0.989563704,344.5756226,291.9215698,100656.25,0.002402707,261.8601685,-1.67903e-05,71.24905396,-0.263271928,-0.953899503,0.745803177,2573 2462A,111.5239,27.3033,20170601,42.53539823,4212,6092,1533349.656,-189682.1249,245,0.803620279,304.7120667,290.281311,98828.25,0.002232966,230.6237335,-1.08742e-05,75.85951996,-0.660624623,-0.457581401,0.743639529,5292 2463A,111.4733,27.2317,20170601,51.66572238,4223,6084,1530103.717,-198774.641,235,0.950242102,301.5267029,290.3252563,98676.13281,0.002182061,233.4302521,-1.12113e-05,75.72887421,-0.810014248,-0.496826828,0.741808414,2417 2464A,111.4908,27.2582,20170601,49.60393258,4219,6087,1531193.251,-195428.9153,241,0.892938852,302.8062134,290.3187561,98755.125,0.002201652,233.749115,-1.10621e-05,75.82839203,-0.750552535,-0.483746529,0.748838544,3499 2465A,111.4503,27.2537,20170601,49.32869081,4219,6080,1527556.216,-196581.1706,223,0.922108591,303.0621643,290.3300171,98638.96094,0.002118265,231.2845154,-1.11447e-05,75.58161163,-0.772831738,-0.503006339,0.74563992,3222 2466A,111.4328,27.2272,20170601,46.85070423,4224,6077,1526465.2,-199926.4068,236,0.996133149,301.1107178,290.3303833,98547.32813,0.002102709,230.8039703,-1.13237e-05,75.49783325,-0.852891862,-0.514642358,0.751137912,3112 2467A,112.4067,28.6428,20170601,41.83333333,3997,6233,1586588.881,-20011.16606,28,0.567671716,325.7294617,290.8299866,101025.9219,0.002409793,263.3740234,-2.90205e-05,71.49113464,-0.319691867,-0.469093055,0.840340495,4168 2468A,112.3458,28.5808,20170601,44.30736544,4007,6223,1582383.364,-28210.33019,54,0.42097199,332.2106018,290.6671143,100773.4063,0.002468345,253.0350952,-2.32627e-05,72.11418152,-0.196295977,-0.372404784,0.843540668,2836 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2609A,103.386,23.4168,20170601,27.5,4833,4790,819573.6887,-737409.0101,1285,1.283986449,199.2191772,289.8394775,86515.10938,0.00288259,207.3394775,-4.92886e-06,82.88478088,-0.422653913,1.212429285,0.342468679,4549 2610A,104.2533,23.3594,20170601,18.79008746,4843,4929,904721.3149,-736411.4984,1275,1.359906197,199.8015747,288.7011414,84959.74219,0.002445734,243.1298218,-6.79694e-06,85.36598969,-0.46067366,1.279501677,0.386454701,3713 2611A,104.2319,23.3892,20170601,19.89655172,4838,4925,902311.7993,-733176.9551,1268,1.384558082,199.8092651,288.7767029,85045.09375,0.002396623,247.1528625,-7.17614e-06,84.98868561,-0.469199568,1.302633047,0.376519203,3366 2612A,100.7939,22.0019,20170601,25.28366762,5060,4375,576217.6784,-918539.9801,551,0.537201285,0.952060878,294.5121155,91861.92188,0.003040961,61.1054039,-4.31799e-06,78.18933105,0.008925479,0.537127137,0.303641975,4920 2613A,100.8017,22.0225,20170601,16.5130814,5056,4376,576852.8202,-916131.1954,588,0.533723414,183.1256561,294.4959717,91786.125,0.003031315,63.74806976,-4.32574e-06,78.04306793,-0.029100992,0.53292948,0.290002406,5283 2614A,100.1542,25.7054,20170601,21.56703911,4467,4273,490153.9184,-493426.8257,2018,0.919150114,31.97635269,286.9704895,76959.82813,0.002134944,280.7499695,-1.82624e-05,65.33032227,0.486740649,0.779692531,0.2253277,5372 2615A,100.2171,25.5811,20170601,15.15915493,4487,4283,496900.7183,-507613.3694,2017,0.972710192,35.46317673,287.3417969,77876.65625,0.002134419,273.9028931,-1.21537e-05,65.579216,0.564332187,0.792271614,0.233715877,5387 2616A,98.5842,24.428,20170601,38.13610315,4672,4021,346360.0683,-648839.3908,923,0.524293959,49.02747726,292.3500977,88334.53125,0.003677026,69.67405701,-2.15987e-06,75.00344086,0.39584592,0.343787998,0.271404147,3690 2617A,98.578,24.441,20170601,42.49019608,4670,4020,345706.1916,-647351.3981,909,0.524014056,47.25299835,292.4095764,88425.39063,0.003632618,69.62265015,-2.15409e-06,74.87721252,0.384805262,0.35569036,0.274780333,3682 2618A,98.8601,25.8567,20170601,19.85755814,4443,4066,366466.9035,-481398.4167,1044,0.494122148,95.02560425,287.450531,80397.75,0.003521879,36.58598328,-9.08586e-07,77.62693787,0.492224693,-0.043261465,0.214865834,5357 2619A,98.8546,25.8417,20170601,15.54347826,4445,4065,366013.8104,-483171.6468,1021,0.498714298,95.24827576,287.3891907,80338.42188,0.003561329,36.45748901,-9.06615e-07,77.69726563,0.496625751,-0.045593917,0.223707095,5520 2620A,99.7064,27.8136,20170601,12.44481605,4130,4201,435754.6559,-248382.7472,3332,0.769264698,30.77442932,278.3132629,66492.28906,0.002137532,157.1840973,-1.82312e-06,76.16876221,0.393591106,0.660949469,0.116448417,2835 2621A,99.7056,27.8317,20170601,12.73638968,4127,4201,435578.495,-246254.9584,3292,0.77958256,28.83324814,278.2930908,66432.22656,0.002079668,159.760849,-1.86319e-06,75.8204422,0.375952989,0.68294096,0.116368696,2307 2622A,97.1804,31.1278,20170601,19.72532895,3600,3797,193215.806,136454.7832,3358,0.246395782,59.10718536,276.7553101,62262.41406,0.001334445,213.7978516,-1.88942e-06,51.86611176,0.211435601,0.126514301,0.084683217,3878 2624A,91.7608,29.2313,20170601,8.361031519,3903,2930,-294446.8563,-86384.11584,3591,0.68668288,216.2489014,279.0968018,61529.78125,0.001535424,320.7613525,-7.45727e-06,46.17853546,-0.406021237,0.553787112,0.089234129,2015 2625A,91.7706,29.261,20170601,7.943313953,3898,2931,-293440.6663,-82894.96948,3554,0.663208723,217.407135,279.0942993,61499.89844,0.001461139,321.644989,-7.48978e-06,46.35028076,-0.402872384,0.526820302,0.088327661,2181 2626A,88.8876,29.2718,20170601,13.47058824,3897,2470,-555067.7734,-69167.1786,3842,0.780289173,182.8169098,281.6560974,62330.64453,0.000841066,655.4854736,-6.74866e-06,31.11416054,-0.03834578,0.779346406,0.083929546,1750 2627A,88.8931,29.2365,20170601,7.04398827,3902,2471,-554828.8507,-73374.42296,3852,0.850846112,182.5454559,281.3746643,62114.77344,0.00087887,644.1260986,-6.85687e-06,31.08370018,-0.037786577,0.85000664,0.09649995,2296 2628A,92.0657,31.4846,20170601,44.10614525,3543,2978,-258733.2706,180774.0212,4520,0.757283449,238.7271423,271.5436096,57251.09375,0.001244112,172.8322296,-4.68929e-06,55.47658539,-0.64724189,0.393136263,0.069626011,2302 2630A,80.1161,32.5,20170601,16.11726384,3380,1067,-1289241.411,396246.3684,4290,1.630481243,54.8483696,275.8942261,58827.33984,0.000362187,1170.675903,-8.6177e-06,29.03489876,1.333105922,0.938774526,0.056254357,672 2632A,94.3681,29.6376,20170601,9.39017341,3838,3347,-57140.49478,-42861.69842,3017,0.269031703,206.3456268,275.1026917,63637.25391,0.002380212,158.4367981,-4.02048e-06,78.79019165,-0.119388916,0.241089895,0.135992765,3030 2633A,94.3616,29.6632,20170601,7.451977401,3834,3346,-57708.5148,-39819.07344,3041,0.247635141,206.5253448,275.0056763,63619.57813,0.002420449,157.0464325,-3.84113e-06,78.7743454,-0.110589229,0.221569821,0.134660676,2168 2634A,106.9893,33.1842,20170601,41.890625,3271,5366,1029917.067,443417.503,562,0.428251177,359.4197998,286.6208191,91847.45313,0.001880005,68.87059784,-2.60598e-06,77.28965759,-0.004376623,-0.428228825,0.565573752,4314 2635A,107.0154,33.0706,20170601,47.69553073,3289,5370,1033811.955,430151.5471,510,0.12008667,173.3561401,287.5496521,94011.75,0.001753839,77.07151031,-2.24398e-06,75.89679718,0.013904395,-0.119278982,0.569553077,2997 2636A,107.0089,33.1138,20170601,45.40730337,3282,5369,1032623.101,435231.6211,529,0.230627075,177.9336548,287.3482056,93392.75,0.001781352,73.77414703,-2.3815e-06,76.41027069,0.008336528,-0.23047635,0.575571477,3244 2637A,107.007,33.0323,20170601,47.88611111,3295,5369,1033653.309,425499.2719,511,0.041591436,160.3083649,287.5950928,94354.60156,0.001746097,80.02737427,-2.10086e-06,75.43299103,0.014017797,-0.039158002,0.580293953,4032 2638A,109.7414,38.3344,20170601,28.8960114,2447,5807,1171631.979,1091382.133,1133,0.383485317,183.7398987,283.1827087,88786.9375,0.000751,253.1254883,-1.172e-05,48.24245453,-0.025013002,0.382668704,0.392663628,3193 2639A,109.7456,38.2911,20170601,29.62570621,2454,5807,1172750.782,1086224.077,1071,0.422878504,185.6974182,283.2213135,88814.13281,0.00075286,251.7909088,-1.14078e-05,48.07284164,-0.041980024,0.420789629,0.408533186,1739 2640A,109.7289,38.2839,20170601,30.51983003,2455,5805,1171563.355,1085158.871,1075,0.434205472,187.049057,283.245697,88815.60156,0.000751476,252.1665497,-1.14657e-05,48.0436058,-0.053283796,0.4309237,0.408666641,1943 2641A,109.7336,38.2478,20170601,31.4501385,2460,5805,1172590.359,1080873.112,1077,0.480805486,185.7622528,283.2600708,88845.25,0.000757291,251.2440643,-1.12471e-05,47.92235184,-0.048271891,0.47837615,0.413436711,2091 2642A,109.0311,32.6778,20170601,38.88285714,3352,5693,1212856.659,406474.2512,359,0.615920663,292.7368164,289.1119995,96151.72656,0.001729907,143.3545532,-5.33541e-06,69.22299194,-0.568071246,-0.238019526,0.638497293,4239 2643A,109.0281,32.6939,20170601,42.38169014,3349,5692,1212324.387,408348.356,265,0.646802068,297.3444824,289.2582397,96412.1875,0.001689448,146.8538208,-5.42697e-06,68.89003754,-0.574546993,-0.297066778,0.62157917,2637 2644A,109.0072,32.6975,20170601,42.6755618,3348,5689,1210469.108,408518.0412,276,0.63067764,299.1253357,289.3021851,96461.11719,0.001694863,148.0795441,-5.47218e-06,68.78479767,-0.550951779,-0.306930691,0.625590801,3428 2645A,109.9154,33.8715,20170601,33.87955182,3161,5834,1267040.371,559489.4658,724,0.164359972,227.1846161,284.2695007,90260.85156,0.001798143,138.1898346,-5.02428e-06,68.89324951,-0.120563127,0.111708246,0.597771883,4581 2647A,104.1731,36.5458,20170601,42.94827586,2733,4916,750994.7195,821225.1675,1715,1.355695367,303.5161133,282.9290466,81715.86719,0.000577497,367.8388062,-6.98244e-06,44.23310471,-1.130332232,-0.748504579,0.314399362,1764 2648A,104.1731,36.5481,20170601,30.22922636,2732,4916,750968.7358,821502.6867,1723,1.357420325,304.3940735,282.8800964,81643.40625,0.000577582,368.0976563,-6.99065e-06,44.21148682,-1.120154262,-0.766710103,0.302439153,1704 2649A,106.005,34.3469,20170601,21.88243626,3085,5209,930098.1823,572529.916,1700,0.716347694,226.886261,282.2886047,83537.73438,0.00143241,240.8093872,-7.80151e-06,66.17281342,-0.522920907,0.489599615,0.469249517,6181 2650A,105.7281,34.5814,20170601,30.97740113,3047,5164,903709.6996,598041.899,1197,0.893477201,203.2091217,283.4786072,85615.88281,0.001330396,265.8504028,-7.22041e-06,63.82713318,-0.352099001,0.821174622,0.475265712,3997 2651A,105.8614,34.5653,20170601,34.33286119,3050,5186,915107.2498,597345.9173,1104,0.893947423,219.9158173,283.5162964,85888.86719,0.001296321,250.276825,-6.75318e-06,63.71847153,-0.573597491,0.685658753,0.467576444,2934 2652A,102.6219,37.9311,20170601,36.92837079,2511,4667,611250.3971,978005.3236,1538,0.815663576,50.51007843,281.8594055,82612.67188,0.000487283,148.7010956,-4.6404e-06,38.61241913,0.629463792,0.518731475,0.244492665,2267 2653A,102.6469,37.9358,20170601,36.28194444,2510,4671,613206.8523,978730.6813,1522,0.776118875,50.24443054,282.2157593,83098.34375,0.000460682,153.8014221,-4.74737e-06,37.98474503,0.596651614,0.496354073,0.269750714,2264 2654A,100.4686,38.9467,20170601,19.8,2349,4323,431902.6137,1089882.506,1472,0.839065254,9.563155174,282.3387146,84065.375,0.000365978,109.1428146,-4.14774e-06,37.37229919,0.139393717,0.827405512,0.235155448,1970 2655A,100.4497,38.9389,20170601,27.20277778,2350,4320,430464.1121,1088851.058,1478,0.86799401,14.07009315,282.2464905,83903.40625,0.000372754,106.0350342,-4.13879e-06,37.64964676,0.211010829,0.841954887,0.220015913,1846 2656A,106.6692,35.5461,20170601,25.28169014,2893,5315,968827.2082,722734.7438,1386,0.829016864,70.96283722,280.7131042,83806.30469,0.001241517,195.05159,-6.02548e-06,61.51247406,0.783665717,0.270438462,0.430801153,3054 2657A,106.7039,35.5294,20170601,29.01532033,2895,5321,971934.4402,721072.8172,1353,0.850659192,70.81289673,280.9185181,84059.26563,0.001216197,195.6702728,-6.19449e-06,60.79110718,0.803395152,0.279601902,0.437777847,2564 2658A,98.509,39.746,20170601,32.68854749,2221,4009,273742.0588,1180166.037,1467,1.165856719,32.14234161,282.2484741,83745.92969,0.0002078,131.4166107,-6.93406e-06,37.21934891,0.62024796,0.987174928,0.227842391,2087 2659A,98.5023,39.7294,20170601,34.2994429,2223,4008,273291.7493,1178124.166,1479,1.186703205,31.64324188,282.0433044,83439.58594,0.000223595,126.6658401,-6.86272e-06,38.02019882,0.622561932,1.010287642,0.20681259,2089 2660A,107.6831,35.7289,20170601,28.02793296,2863,5477,1049711.082,755084.3459,1372,0.443602949,192.6305237,283.2072449,87041.35156,0.000973954,214.7493896,-8.46936e-06,57.25603104,-0.096996769,0.43286857,0.457609594,3233 2661A,107.6406,35.5236,20170601,34.47075209,2896,5470,1049397.806,730011.7629,1243,0.38339141,201.7560425,283.8739624,88018.35156,0.000989846,212.3048401,-8.45937e-06,57.24524689,-0.142102063,0.356084228,0.465678811,4304 2662A,107.6364,35.7067,20170601,30.4902507,2867,5470,1046211.696,751923.5357,1402,0.427698076,191.6710968,283.2947998,87146.49219,0.000976939,216.7307129,-8.52506e-06,57.19116592,-0.086517856,0.418855935,0.465575278,2932 2663A,104.6228,35.5714,20170601,27.74789916,2889,4988,799228.8268,707363.7087,1939,0.987079501,217.6892548,279.9481506,79557.04688,0.000822836,245.6480865,-6.45643e-06,61.06822968,-0.603464186,0.781125367,0.323401719,2563 2664A,104.6169,35.5975,20170601,29.16155989,2884,4987,798432.0064,710456.2565,1957,0.966579437,216.0372925,279.9670105,79546.78906,0.000823755,245.8132629,-6.49199e-06,60.61266708,-0.568635523,0.781619787,0.318248868,2464 2665A,105.0822,33.3261,20170601,20.0625,3248,5061,864975.4457,441968.031,1146,0.235272527,221.1211548,282.3683167,82686.01563,0.001451904,164.3709869,-3.6828e-06,74.61393738,-0.154724032,0.177238941,0.497137308,4247 2667A,103.2139,35.6039,20170601,35.40756303,2883,4762,682179.6674,700656.2081,1894,0.572397292,24.49534416,279.8554688,78281.21875,0.001188712,151.5879822,-7.47118e-06,56.36581802,0.237320423,0.520881653,0.281044781,2991 2668A,103.2064,35.5997,20170601,30.64345404,2884,4761,681600.5913,700098.1078,1900,0.600163102,26.28383255,279.7972107,78284.0,0.001211459,148.6433105,-7.22589e-06,56.6895752,0.265755832,0.538116693,0.282856673,2807 2669A,102.905,35.0003,20170601,27.56901408,2980,4713,662441.9863,625862.2214,2907,0.848208785,282.2159119,274.5579529,69771.72656,0.001358416,141.4181213,-3.48597e-06,71.5104599,-0.829012394,-0.179434091,0.210101157,3731 2671A,100.9048,36.9639,20170601,26.02222222,2666,4393,480788.5372,851288.3369,3106,0.915762842,296.2992859,274.8508911,69149.08594,0.001014638,256.7167969,-9.30309e-06,57.09166718,-0.820998371,-0.405688673,0.153272375,2583 2672A,102.0199,35.5102,20170601,29.07799443,2898,4571,584007.5302,681668.816,2561,0.175709888,74.67662811,276.7151184,70571.47656,0.001750593,122.0310364,-1.06118e-06,56.72477341,0.169461563,0.046440728,0.177762911,2944 2673A,100.6188,36.2866,20170601,22.37640449,2774,4347,462219.4506,767961.5441,2871,0.637171507,294.7624512,278.3710022,71072.88281,0.000794096,297.9203491,-2.05624e-05,46.41195679,-0.578600705,-0.266849637,0.152113423,1983 2674A,100.2561,34.4714,20170601,27.10110803,3065,4289,444139.8556,547277.7565,3771,0.699670613,47.98114014,269.5961304,61971.53906,0.001650528,127.5365067,-1.17158e-06,68.28144836,0.519790888,0.46835497,0.097499505,2289 2675A,97.0,33.0014,20170601,17.88095238,3300,3768,172667.9362,360313.5612,3757,0.548581064,28.39790154,270.2093201,60521.32031,0.001336878,86.96800995,-3.04678e-07,73.20298004,0.260893643,0.48257193,0.087460175,3045 2676A,97.3731,37.3753,20170601,28.27777778,2600,3828,192117.5837,889084.8891,2999,0.606610894,324.050293,276.5194397,68761.16406,0.000645369,180.1441193,-5.56876e-06,38.20018387,-0.356162399,-0.491044939,0.110580862,1636 2677A,106.1532,37.9648,20170601,36.54507042,2506,5232,892960.8555,1009116.469,1130,0.269492298,17.94690323,285.1565552,88356.99219,0.000373558,276.1674194,-9.36624e-06,37.92724991,0.083037809,0.25638023,0.388421357,3058 2678A,106.2025,37.9844,20170601,35.49438202,2503,5240,896619.8298,1011932.708,1131,0.399353206,185.6519318,285.2631836,88568.42969,0.000372326,277.828064,-9.58941e-06,37.78768921,-0.039329208,0.397411883,0.380642414,2617 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2691A,87.2997,44.0114,20170601,73.18696884,1538,2216,-559387.682,1718831.883,579,0.799316466,49.9695816,284.3627319,94617.73438,0.000291684,173.0821686,-9.39597e-06,46.32137299,0.612025797,0.514131486,0.262832701,2369 2692A,87.2717,44.0297,20170601,52.32122905,1535,2211,-561241.372,1721226.929,570,0.759749651,55.69974518,284.4645996,94640.30469,0.000288062,191.508316,-9.42329e-06,46.22452164,0.627613723,0.428159505,0.222225696,2469 2693A,82.0485,44.9079,20170601,20.61699164,1395,1376,-924659.7667,1867798.154,525,0.507968545,146.4760742,283.2757568,94296.21875,0.00064731,181.5914612,-1.23561e-05,55.07424164,0.280575454,-0.423449486,0.223066106,2439 2694A,82.0806,44.8969,20170601,34.93175487,1397,1381,-922558.0233,1866159.803,502,0.539366603,145.1879272,283.5654297,94906.82031,0.000621153,188.2937927,-1.24042e-05,54.69483185,0.307950377,-0.442812502,0.212994978,2184 2695A,80.2828,41.1636,20170601,69.5,1994,1093,-1118238.371,1432255.093,1110,0.911611199,337.9553833,285.7757568,88618.16406,0.000281572,109.6018982,-1.79578e-05,46.01344681,-0.342222452,-0.844937146,0.259647042,1671 2696A,80.2956,41.1933,20170601,69.5377095,1989,1095,-1116731.913,1435698.672,1122,0.92384398,339.5630493,285.6088562,88587.33594,0.000293061,112.823555,-1.7371e-05,45.95623779,-0.322655797,-0.86566788,0.252849162,1907 2697A,76.1861,39.7153,20170601,63.63700565,2226,438,-1459769.956,1311715.085,1290,0.348976642,158.5228271,288.3949585,85634.0625,0.000215322,618.8771362,-1.12248e-05,30.51471901,0.127797559,-0.324734479,0.266867816,1718 2698A,75.9828,39.5371,20170601,98.80446927,2254,405,-1479526.882,1293428.194,1370,0.099880852,141.0090332,287.869812,85787.76563,0.000299375,398.4848328,-1.8474e-05,33.57466125,0.062850446,-0.077627353,0.235154659,1580 2700A,75.9435,39.4365,20170601,133.8005618,2270,399,-1484909.609,1281986.561,1290,0.203933403,64.68322754,288.2397766,86647.0625,0.000276627,371.1020508,-1.81205e-05,33.80693054,0.184344232,0.087212622,0.251003951,3226 2701A,79.9485,37.1152,20170601,103.977591,2642,1040,-1218690.365,948717.6981,1367,0.68871659,282.7757263,288.5829468,85202.42188,0.000135035,368.0710449,-1.06801e-05,27.22746468,-0.671674132,-0.152264252,0.25745061,1555 2702A,79.9117,37.1013,20170601,131.0946328,2644,1034,-1221904.543,947507.8567,1391,0.656262577,284.3878174,288.3294678,84944.5625,0.000147042,351.0545959,-1.13484e-05,27.7211132,-0.635688305,-0.163036764,0.25891009,2997 2703A,81.2815,43.9404,20170601,48.26760563,1550,1253,-995572.9683,1757814.371,639,0.493626207,352.4929199,285.6677551,92803.59375,0.000393966,295.7780762,-1.23629e-05,45.99690247,-0.064535066,-0.489389479,0.221095145,2840 2704A,81.2867,43.895,20170601,59.07703081,1557,1254,-995971.8538,1752253.257,611,0.100160152,352.2024536,285.6015015,92694.33594,0.000397781,280.1430359,-1.38764e-05,46.56907654,-0.013597842,-0.09923283,0.217016324,2365 2705A,81.3364,43.941,20170601,54.96022727,1550,1262,-991604.3656,1757332.027,664,0.524003804,347.693512,285.4779358,92675.10156,0.000412368,278.4420471,-1.29559e-05,46.75620651,-0.111731127,-0.511953294,0.207190394,2589 2706A,82.9994,46.7432,20170601,18.03333333,1101,1528,-829714.6301,2082471.189,551,1.0137465,176.2288818,282.2819214,94120.75781,0.000601377,235.9192505,-1.85105e-05,49.90005875,0.066768318,-1.01154542,0.160028219,2001 2707A,88.1214,47.9047,20170601,9.540785498,915,2347,-466422.3514,2190396.594,1013,1.389637232,347.1051941,275.0678711,87218.55469,0.000794801,144.9333344,-9.32686e-06,59.67956543,-0.310230374,-1.354565859,0.137945384,2472 2708A,88.1267,47.8515,20170601,12.43539326,924,2348,-466519.037,2183870.643,921,1.357331395,352.4895935,276.47229,89115.78906,0.000697224,156.1495361,-9.71626e-06,56.37965775,-0.177531123,-1.345671296,0.170039922,2013 2709A,86.0497,44.2967,20170601,59.0518732,1493,2016,-646780.0982,1761339.292,488,0.712336481,40.37915039,284.3507385,95988.28906,0.000364158,181.8424683,-9.81711e-06,50.02946091,0.461470842,0.542649031,0.270531058,2662 2710A,86.0697,44.3075,20170601,63.06545961,1491,2019,-645218.6934,1762525.822,480,0.701237559,40.87155533,284.4746399,96218.4375,0.000355741,184.6402588,-9.93827e-06,49.84248352,0.458854496,0.530270398,0.247823164,2399 2711A,87.5475,44.1756,20170601,61.95505618,1512,2256,-539896.8255,1737506.009,470,0.583892584,78.35292053,285.1177368,95576.33594,0.000253864,260.3128662,-9.85043e-06,45.717453,0.571865261,0.117900915,0.250094444,2710 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2858A,117.7918,39.2474,20170601,53.30225989,2300,7095,1776467.147,1321453.878,1,1.060025454,181.5824432,285.2262573,101662.3359,0.000739276,239.0631866,-1.71198e-05,51.50098419,-0.029271942,1.059621215,0.814179659,2550 2859A,117.3747,38.9846,20170601,51.10339943,2343,7028,1751754.021,1282790.406,3,1.112664461,192.0211639,285.3530273,101689.2578,0.000774209,212.4254608,-2.77708e-05,51.2142067,-0.231730625,1.088266015,0.822022617,2420 2860A,117.1589,39.0845,20170601,50.49011299,2327,6993,1732426.392,1290822.258,4,1.061497211,190.7718964,285.3466492,101646.2031,0.000780756,198.9930115,-2.10249e-05,49.79409409,-0.19838728,1.042793751,0.853808522,2464 2862A,114.5480556,38.03777778,20170601,68.15266106,2494,6576,1556366.493,1122582.628,74,0.648570836,28.2766037,286.0995483,100571.7422,0.000978954,133.3346863,-9.0693e-06,50.93685532,0.307238311,0.571181893,0.826391816,2519 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2921A,120.7789,30.0033,20170601,43.33379888,3780,7573,2293195.188,302947.3186,12,0.853857815,271.0571594,289.8463135,100897.4766,0.002572465,272.3495178,-1.54364e-05,72.69501495,-0.853713214,-0.015713606,0.661064863,4267 2922A,117.1941,39.1067,20170601,47.90083799,2323,6999,1734525.775,1294079.185,8,1.044128656,190.2506409,285.3526001,101633.3125,0.000782741,200.1099548,-2.0879e-05,49.80358887,-0.185801789,1.027464032,0.859359741,2162 2923A,113.2803,40.1114,20170601,39.94444444,2162,6373,1409915.802,1351386.236,1066,1.068640947,97.47382355,279.865509,88290.4375,0.000901711,173.092041,-4.93209e-06,46.59411621,1.05956912,-0.138948515,0.447961628,1994 2924A,106.2275,38.44139,20170601,34.7254902,2429,5244,892274.9667,1067379.418,1111,0.685366392,118.7454453,283.8615112,88568.47656,0.000307433,150.2375183,-5.85943e-06,38.86563873,0.600925326,-0.329569131,0.390583903,2988 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2996A,118.283,33.965,20170601,55.98459384,3146,7173,1964301.611,708213.169,26,1.013220072,248.1973572,287.3911438,101467.7188,0.001775767,229.6809387,-2.50442e-05,64.26145172,-0.940729976,0.376353592,0.778381348,3378 2997A,119.8767,32.3292,20170601,46.44334278,3407,7428,2145171.081,550960.3736,5,1.032977343,260.0223999,288.0259094,101659.2734,0.002538252,260.3939514,-1.99987e-05,69.54625702,-1.01734674,0.179018795,0.760640621,3235 3000A,119.3581,34.6972,20170601,39.00854701,3029,7345,2031531.282,815727.3956,13,0.931725562,246.5258484,287.2103882,101151.3984,0.00123818,324.1776733,-4.78964e-05,65.25444031,-0.854603112,0.371168554,0.695316195,3693 3002A,119.9736,31.8108,20170601,42.58333333,3490,7444,2168947.627,493025.0536,4,1.121845841,261.1388855,288.600708,101688.1328,0.001979715,278.7095947,-2.51468e-05,69.74658966,-1.108448982,0.172855139,0.766275406,2865 3003A,120.0469,31.7694,20170601,46.64772727,3497,7455,2176423.792,489854.5873,4,1.146373153,261.4289856,288.6895447,101704.1484,0.001923699,282.6078796,-2.44316e-05,69.90763092,-1.133563161,0.17089729,0.741580606,2856 3004A,120.1631,33.3681,20170601,40.77653631,3241,7474,2137755.004,677833.3791,2,0.972116828,253.9811707,287.1271667,101743.9688,0.002015878,253.6097412,-1.11007e-05,69.70375824,-0.934360385,0.268294275,0.697860897,3272 3005A,117.1814,34.29,20170601,63.42997199,3094,6997,1864226.975,724850.9935,38,1.080987811,239.3434296,287.5539856,101279.6797,0.001601907,208.4224854,-1.37982e-05,62.61753464,-0.92989105,0.551214397,0.81409514,2935 3006A,117.1694,34.1781,20170601,63.68130312,3112,6995,1866251.431,711484.3095,37,1.079510212,241.1897583,287.5263367,101175.25,0.001677566,208.1490631,-1.31099e-05,63.01538467,-0.945872664,0.520256817,0.807475865,2875 3009A,119.1478,34.5911,20170601,43.48860399,3046,7312,2017461.076,798985.8046,4,0.797383904,243.5589905,286.9277954,101606.3047,0.001318736,251.5277557,-1.82581e-05,64.62281799,-0.713960588,0.355079383,0.717554271,2879 3010A,119.8914,31.7897,20170601,45.79469274,3494,7431,2162594.618,488770.7379,5,1.137468576,261.3164063,288.6162109,101638.4922,0.001969435,276.2714539,-2.7076e-05,69.65171051,-1.124422789,0.171779439,0.753919244,2890 3012A,112.1908,31.03389,20170601,50.85154062,3615,6199,1517675.093,256208.5658,117,0.56425637,354.5836792,289.0747681,100168.3672,0.001967496,228.5219574,-2.08762e-05,71.69390106,-0.05331168,-0.561732233,0.821527898,4217 3014A,106.4959,29.53675,20170601,37.87465181,3854,5287,1038568.158,5809.294064,314,0.704479218,315.2382507,291.730957,97578.67969,0.001427953,132.7479858,-1.12517e-05,73.09924316,-0.496101081,-0.500174642,0.959151149,2935 3015A,106.4042,29.57278,20170601,40.69553073,3848,5273,1029826.021,9090.648389,499,0.734752893,321.2451172,291.6476746,97393.6875,0.001437464,134.5672302,-1.10165e-05,73.26824951,-0.459989816,-0.572949588,0.9507249,4647 3016A,106.5506,29.41569,20170601,31.64325843,3874,5296,1045171.511,-7873.566677,300,0.622029364,303.2274475,291.6806641,97423.89063,0.001409797,127.8334885,-1.01129e-05,73.31949615,-0.520350337,-0.340816736,0.957148075,3611 3018A,111.505,36.10139,20170601,74.34078212,2804,6089,1355861.371,846459.3347,435,0.423889518,83.7609024,285.8188782,94663.20313,0.000892191,139.9090881,-6.40413e-06,53.34920883,0.421376854,0.046085536,0.53830272,2519 3020A,117.2099,39.16969,20170601,47.05177515,2313,7002,1734019.558,1301837.331,6,1.009168148,188.9460144,285.3578491,101659.0703,0.000786501,199.6832275,-1.87119e-05,49.46067047,-0.15692535,0.996892631,0.854454517,1978 3021A,115.0061,35.76806,20170601,62.33002833,2857,6649,1647996.679,860332.1673,54,0.774536073,209.6607971,287.7931824,101045.1719,0.000786218,205.9085236,-1.07308e-05,54.85531616,-0.38327983,0.673054695,0.86507982,3673 3022A,112.4433,34.6686,20170601,60.85352113,3033,6239,1462727.468,689351.3964,143,0.432097435,210.8765869,287.6643982,99027.03125,0.001041266,169.6954498,-1.02858e-05,59.73667145,-0.221742466,0.370861799,0.795811057,2323 3025A,113.0472,23.63444,20170601,34.71169916,4799,6336,1751404.674,-585921.0227,13,0.708671927,310.3640137,294.385437,100601.8516,0.003207473,208.5917969,-1.59962e-05,74.40440369,-0.539999843,-0.458929271,0.57777518,4491 3026A,116.6183,23.65889,20170601,30.49442897,4795,6907,2092209.144,-513293.2884,13,0.746302962,272.5525513,294.3370056,101367.1328,0.002663295,206.6050568,-1.79555e-05,81.06671143,-0.745564044,-0.033201545,0.421838433,1733 3027A,104.7228,29.33972,20170601,66.02941176,3886,5004,881261.7871,-34748.53284,343,0.75069207,176.1659393,291.6412354,97262.84375,0.001059401,149.9949493,-1.27434e-05,72.82115936,0.05026428,-0.749007404,1.010713696,4061 3028A,104.7778,29.36028,20170601,54.58543417,3882,5012,885988.2958,-31827.9898,335,0.791309118,359.2512207,291.7330627,97453.1875,0.001059048,150.6390991,-1.28382e-05,72.93257904,-0.010417562,-0.791240573,1.007692575,3919 3033A,87.4651,43.4569,20170601,18.97464789,1627,2242,-552600.1829,1650168.661,1720,0.821363986,40.33463669,275.6513062,81051.17969,0.000779964,177.4375,-9.77225e-06,59.73023224,0.531615376,0.626118064,0.191398412,2550 3034A,113.1076,41.0385,20170601,21.04899135,2014,6345,1376002.539,1460214.014,1403,1.501193643,95.51268768,277.3596497,85942.80469,0.000707332,272.0794067,-6.72817e-06,50.21829224,1.494257569,-0.144140452,0.384343177,1548 3035A,122.0931,46.0707,20170601,14.30087209,1209,7783,1876604.018,2209679.408,267,1.328297019,104.9607849,277.0768738,97826.95313,0.000739863,295.70578,-6.42826e-06,51.74936295,1.283289909,-0.34284088,0.293536156,2263 3036A,118.696,37.43445,20170601,50.83479532,2591,7239,1898271.44,1123955.051,1,1.114443898,225.6781616,285.9765015,101711.6797,0.000687702,251.7024384,-3.53631e-05,54.1207695,-0.797284305,0.77866751,0.756052136,2608 3038A,103.3758,23.3682,20170601,30.92655367,4841,4788,819057.8453,-743094.998,1303,1.201764345,201.7079315,289.4332275,85581.4375,0.002862381,193.5937347,-4.21486e-06,83.74964142,-0.444490492,1.116541862,0.360403746,3504 3039A,111.19,34.7822,20170601,56.6448468,3015,6038,1356372.993,684876.3217,380,1.029007792,241.8014832,286.2153625,96123.84375,0.001181354,170.224762,-1.24794e-05,63.56178284,-0.90686518,0.486263812,0.643537164,2388 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1010A,116.23,40.1952,20170930,48.67857142857143,2149.0,6845.0,1631926.7826818542,1407069.146014603,57,0.3517861664295196,167.009033203125,293.5003967285156,99565.5625,0.0002181246818508,33.82514190673828,-6.058698090782855e-06,60.94388198852539,0.0791100859642028,-0.3427755832672119,0.6652228832244873,3890 1011A,116.407,40.0031,20170930,50.41071428571429,2180.0,6873.0,1650384.2993514207,1387133.4197281853,47,0.3928609490394592,14.96135139465332,293.83367919921875,100197.359375,6.934627890586853e-05,51.78152847290039,-6.42662780592218e-06,53.462364196777344,0.1014210656285286,0.3795438110828399,0.7030987739562988,4257 1012A,116.225,39.9279,20170930,51.35714285714285,2192.0,6844.0,1638539.229021886,1375127.8940789944,66,0.7927032113075256,63.172481536865234,293.3878173828125,99341.7578125,0.0001120511951739,44.94417953491211,-6.069289611332351e-06,57.414024353027344,0.70737224817276,0.3577749133110046,0.6806278824806213,3606 1015A,117.145,39.1654,20170930,42.33928571428572,2314.0,6991.0,1729155.5632773454,1300184.178096506,6,2.183090925216675,186.29122924804688,295.8124389648437,101142.484375,0.0001649152254685,167.8925018310547,-2.3059457816998478e-05,54.04914474487305,-0.2392213940620422,2.169944524765014,0.7058769464492798,3544 1017A,117.237,39.1082,20170930,42.785714285714285,2323.0,7006.0,1737780.1380324084,1295015.2827556727,6,2.16945743560791,186.8938140869141,295.7485046386719,101109.0625,0.0001510562433395,172.4687042236328,-2.892982774937991e-05,55.01163482666016,-0.260391503572464,2.153773784637451,0.7191949486732483,2544 1018A,117.202,39.0927,20170930,42.875,2325.0,7000.0,1735514.7479055552,1292556.452844512,7,2.181724548339844,186.5748443603516,295.744384765625,101109.75,0.0001451123389415,171.37347412109375,-2.8571523216669448e-05,54.81863784790039,-0.2498029172420501,2.167376518249512,0.6845795512199402,2850 1019A,117.1837,39.2133,20170930,38.57142857142857,2306.0,6997.0,1730819.4129383704,1306554.0854461065,4,2.159424066543579,186.5977478027344,295.7804870605469,101137.7421875,0.0001744975452311,167.9374237060547,-2.116202813340351e-05,54.04219436645508,-0.2481055259704589,2.1451237201690674,0.7471513748168945,3151 1021A,117.307,39.0877,20170930,43.2962962962963,2326.0,7017.0,1743718.470043329,1293821.8519381783,4,2.166038274765014,187.3207244873047,295.7030639648437,101122.875,0.0001486504625063,176.7541046142578,-3.056036803172901e-05,55.76520156860352,-0.2759957611560821,2.148382663726806,0.7263540625572205,3144 1024A,117.457,38.8394,20170930,43.407407407407405,2366.0,7041.0,1762091.4457384683,1267036.9345306552,3,2.4385597705841064,187.6753387451172,296.0422058105469,101171.078125,9.167644748231396e-05,200.1884613037109,-4.965938933310099e-05,57.10664749145508,-0.3256836831569671,2.4167134761810303,0.6526952385902405,3512 1027A,117.157,38.9194,20170930,50.48,2353.0,6993.0,1736776.7607285143,1271187.8960052915,2,2.1971263885498047,185.8948516845703,295.5566101074219,101174.3203125,8.075186633504927e-05,168.83447265625,-2.93718148896005e-05,54.93426132202149,-0.2256462723016739,2.185508728027344,0.6590660214424133,3709 1029A,114.4548,38.0513,20170930,66.33928571428571,2492.0,6561.0,1548715.8370152607,1122720.941225226,80,1.5463701486587524,11.28683376312256,295.4872131347656,99652.2890625,3.702572576003149e-05,110.33699798583984,-9.215666977979708e-06,56.22869110107422,0.3026476204395294,1.5164645910263062,0.6283159852027893,2733 1030A,114.6046,38.0398,20170930,72.73214285714286,2494.0,6585.0,1560759.8749639106,1123720.5251976768,67,1.9589970111846924,1.3219373226165771,296.08544921875,100149.2890625,3.1787512853043154e-05,139.7240753173828,-9.695665539766196e-06,53.7807731628418,0.0451883226633071,1.9584757089614868,0.6053469181060791,2760 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1034A,114.5214,38.0524,20170930,81.66071428571429,2492.0,6571.0,1553921.371897637,1123903.547914651,78,1.7035472393035889,6.382794380187988,295.81170654296875,100017.640625,3.360359914950095e-05,121.28363037109376,-9.319501259597018e-06,54.87617111206055,0.1893789917230606,1.6929881572723389,0.5494735240936279,2522 1035A,114.3541,37.9097,20170930,61.8,2515.0,6545.0,1544172.496295803,1104256.71834455,326,1.703995943069458,22.52314758300781,294.5590209960937,98204.484375,8.596893167123199e-05,112.2973175048828,-9.92705190583365e-06,58.391719818115234,0.6527087688446045,1.5740309953689575,0.5543336272239685,6973 1036A,118.1662,39.6308,20170930,35.875,2239.0,7155.0,1794193.979789944,1373720.0724208166,30,1.744629979133606,197.3908843994141,294.1426696777344,100927.375,0.0002266786032123,160.70437622070312,-8.906968105293345e-06,62.098392486572266,-0.5214354991912842,1.6648839712142944,0.8008750677108765,2831 1037A,118.144,39.643,20170930,37.32142857142857,2237.0,7151.0,1792159.3766959591,1374761.4641271755,30,1.7398499250411987,198.084716796875,294.1667175292969,100910.0703125,0.0002233858394902,159.60963439941406,-8.983687621366698e-06,61.90864944458008,-0.5400741696357727,1.653903841972351,0.7550247311592102,3221 1038A,118.1853,39.6407,20170930,47.7962962962963,2238.0,7158.0,1795363.4933915236,1375242.7118771877,35,1.7329164743423462,197.2813873291016,294.0783386230469,100912.4453125,0.0002356456825509,159.79583740234375,-8.970246199169196e-06,62.351505279541016,-0.5147738456726074,1.654692530632019,0.7600129842758179,4953 1039A,118.2185,39.6679,20170930,39.875,2233.0,7163.0,1797109.8688146814,1379074.404434926,31,1.692686676979065,197.47683715820312,293.9213256835937,100861.3984375,0.0002580931759439,155.981201171875,-9.312117981608026e-06,62.98738098144531,-0.5083335638046265,1.6145541667938232,0.7233968377113342,3174 1040A,118.1838,39.65782,20170930,50.75,2235.0,7157.0,1794761.4946568122,1377245.0896162903,23,1.716301441192627,197.83306884765625,294.040771484375,100882.71875,0.0002410561428405,157.79385375976562,-9.12736140890047e-06,62.429935455322266,-0.5255931615829468,1.6338428258895874,0.7552027106285095,2891 1041A,118.1997,39.6295,20170930,43.83928571428572,2239.0,7160.0,1796777.237854065,1374178.0916289124,33,1.7354429960250854,196.9615020751953,294.0644226074219,100919.3359375,0.000237476764596,160.34231567382812,-8.919903848436661e-06,62.43583297729492,-0.5062649250030518,1.6599572896957395,0.7352085709571838,4764 1042A,119.5259,39.8283,20170930,24.392857142857142,2208.0,7372.0,1891417.6821072449,1422602.2703801745,3,1.6709470748901367,8.338292121887207,294.427734375,101271.5703125,0.000429194769822,288.7357788085937,-9.049538493854924e-05,70.88798522949219,0.2423097789287567,1.6532846689224243,0.641679584980011,4698 1043A,119.7624,40.0181,20170930,23.125,2177.0,7410.0,1903496.8672210225,1449599.4096933184,33,1.102703332901001,30.119112014770508,293.471923828125,100627.5,0.0006876166444271,256.6519775390625,-5.576808689511381e-05,74.2383804321289,0.5533209443092346,0.9538294076919556,0.6088972687721252,5488 1044A,119.6023,39.9567,20170930,34.625,2187.0,7384.0,1893305.168637002,1439250.0913043136,16,0.9747885465621948,20.240419387817383,293.3051147460937,100305.3671875,0.0006721201352775,226.1302490234375,-4.920534047414549e-05,72.91651153564453,0.337228387594223,0.9145981073379515,0.6687365770339966,2164 1046A,119.5369,39.9419,20170930,32.267857142857146,2189.0,7374.0,1888823.6312204087,1436241.9792512425,8,1.094773292541504,13.513882637023926,293.5343322753906,100354.09375,0.0006150476401671,209.3124542236328,-4.4298853026703e-05,72.43692779541016,0.2558202445507049,1.064464449882507,0.6271591782569885,3439 1047A,114.5129,36.61763,20170930,59.35185185185186,2721.0,6570.0,1587617.0564496485,953010.0447816384,57,1.9125101566314695,13.153818130493164,296.0736389160156,100202.875,0.0003752255870494,194.99403381347656,-1.157878796220757e-05,59.72245788574219,0.4352096915245056,1.86233389377594,0.5551730394363403,3013 1048A,114.5426,36.6164,20170930,74.64285714285714,2721.0,6575.0,1590031.0550574411,953344.1355310014,55,1.9417898654937744,10.959625244140623,296.1258544921875,100306.25,0.0003731831675395,197.80252075195312,-1.1490516044432296e-05,59.32982635498047,0.3691572844982147,1.906376361846924,0.6193481683731079,3869 1049A,114.5035,36.5776,20170930,68.66071428571429,2728.0,6569.0,1587819.0368633494,948101.7257358052,58,1.8902225494384768,12.09601593017578,296.04913330078125,100204.3984375,0.000403749232646,195.6696929931641,-1.20364411486662e-05,60.07511138916016,0.3960859477519989,1.8482578992843628,0.5731784701347351,3673 1050A,114.4965,36.61981,20170930,61.53571428571429,2721.0,6567.0,1586248.1914189043,953004.2219524656,60,1.8962584733963013,14.499937057495115,296.02423095703125,100111.3515625,0.0003764707362279,193.0708465576172,-1.160584815806942e-05,59.96076965332031,0.4747693836688995,1.8358622789382932,0.5695925951004028,2562 1051A,115.493,38.8632,20170930,51.64285714285714,2362.0,6727.0,1609736.564829013,1236167.1215982502,21,1.1514042615890503,26.87943649291992,295.8361511230469,100665.359375,2.9184046070440672e-05,90.62866973876952,-7.532739346061135e-06,49.69501876831055,0.5205525159835815,1.0270135402679443,0.6766037344932556,2602 1052A,115.5223,38.8957,20170930,49.62962962962962,2357.0,6732.0,1611183.9339425713,1240519.240765485,17,1.1605017185211182,27.99674797058105,295.8368530273437,100705.75,2.836936982930638e-05,89.75210571289062,-8.185418664652389e-06,49.83441925048828,0.5447495579719543,1.0247009992599487,0.7117418050765991,3157 1053A,115.4713,38.9108,20170930,47.96296296296296,2354.0,6723.0,1606857.7950902996,1241483.1610820852,19,1.0399320125579834,39.383087158203125,295.7999572753906,100651.2578125,3.031713822565507e-05,83.88740539550781,-7.150994406401878e-06,50.769161224365234,0.6598231196403503,0.8037985563278198,0.6980651617050171,4260 1054A,115.4612,38.8416,20170930,57.55357142857143,2365.0,6722.0,1607818.6676709163,1233073.10335903,21,1.1302437782287598,27.410266876220703,295.8262023925781,100630.4921875,3.025851219717879e-05,90.68730926513672,-7.447020379913738e-06,50.00032043457031,0.5203035473823547,1.0033619403839111,0.6964933276176453,2504 1055A,115.442,38.8756,20170930,49.96428571428572,2360.0,6719.0,1605476.6378987944,1236810.091564384,24,1.0526033639907837,36.33145523071289,295.83795166015625,100632.140625,2.900306571973488e-05,86.30557250976562,-7.186438324424671e-06,50.744415283203125,0.623604953289032,0.8479922413825989,0.6996962428092957,2745 1056A,115.5214,38.8707,20170930,51.75,2361.0,6731.0,1611745.5317122089,1237526.1719943746,18,1.1870311498641968,24.83262825012207,295.8375244140625,100688.046875,2.8835675038862973e-05,91.8982925415039,-8.124492524075322e-06,49.6079330444336,0.4985026717185974,1.0772827863693235,0.6802457571029663,3352 1057A,114.8985,40.8367,20170930,23.642857142857142,2046.0,6632.0,1515272.3927568016,1462367.043073434,920,0.7948369383811951,291.8601989746094,288.5033264160156,90133.3046875,0.0004813735431525,117.01974487304688,-5.005156253901077e-06,51.5721435546875,-0.7377012968063354,-0.2959096133708954,0.4189028441905975,6935 1058A,114.892,40.79481,20170930,29.759259259259263,2053.0,6631.0,1515813.0648931146,1457254.233270808,777,0.7389008402824402,291.7931823730469,289.0233764648437,91018.6640625,0.0004828507080674,105.80130004882812,-4.826864369533723e-06,51.13712692260742,-0.6861073970794678,-0.2742829918861389,0.4197666943073272,4614 1060A,114.9032,40.7688,20170930,21.73214285714285,2057.0,6632.0,1517293.9878300074,1454314.902552071,732,0.6945805549621582,289.9659423828125,289.2547302246094,91382.21875,0.0004981766105629,99.70896911621094,-4.700078079622472e-06,50.9272575378418,-0.6528467535972595,-0.2371354550123214,0.4235719740390777,2784 1061A,114.904,40.8725,20170930,27.69642857142857,2040.0,6633.0,1514805.6162883672,1466735.844796198,902,0.8359333276748657,291.5774230957031,288.0531616210937,89368.4140625,0.0004823928466066,126.79542541503906,-5.152908215677599e-06,51.94765853881836,-0.7773699760437012,-0.3073767125606537,0.3989690840244293,4962 1062A,117.9664,40.9161,20170930,19.142857142857142,2034.0,7123.0,1742668.2442399214,1522703.1278227607,361,0.699833333492279,180.06561279296875,289.9857788085937,95542.375,0.0005229319795034,103.85028839111328,-6.423997547244653e-06,60.61782836914063,-0.0008206415805034,0.6998328566551208,0.5158467292785645,5725 1063A,117.9525,40.9843,20170930,18.732142857142858,2023.0,7120.0,1739704.030690676,1530562.8875486013,372,0.5976558923721313,182.5586395263672,289.8142395019531,94891.96875,0.0007315700640901,98.79168701171876,-6.072947599022882e-06,59.68157577514648,-0.0266797076910734,0.5970600843429565,0.5181764364242554,5513 1064A,117.963,40.9359,20170930,30.035714285714285,2030.0,7122.0,1741854.7753274036,1524996.1113907455,404,0.6621944308280945,181.05186462402344,289.92706298828125,95297.265625,0.0005983937880955,102.05029296875,-6.29668738838518e-06,60.280982971191406,-0.0121554201468825,0.662082850933075,0.5967780351638794,6293 1065A,117.8184,40.9733,20170930,21.428571428571427,2024.0,7099.0,1730033.055008314,1526887.4904631914,447,0.6678563356399536,28.072378158569336,289.8681030273437,95206.7109375,0.0008546673925593,88.42176055908203,-5.411854090198176e-06,59.86515808105469,0.3142757415771484,0.5892901420593262,0.6254462003707886,3974 1066A,117.9384,41.0112,20170930,23.423076923076927,2018.0,7118.0,1737894.4564492642,1533510.946496051,384,0.5506740212440491,182.83041381835935,289.71337890625,94575.1953125,0.0008353164885193,97.87454223632812,-5.954681000730488e-06,59.42051696777344,-0.0271906163543462,0.5500022768974304,0.5237298011779785,5693 1067A,116.6838,39.5178,20170930,38.375,2257.0,6917.0,1684335.0225340093,1334059.1526020237,17,1.7840691804885864,182.35491943359372,295.4382629394531,100948.5703125,8.039190288400277e-05,125.63365173339844,-1.1287642337265424e-05,51.1386833190918,-0.073304608464241,1.7825626134872437,0.7435026168823242,3094 1068A,116.7729,39.5747,20170930,37.74074074074074,2248.0,6932.0,1689617.9894301384,1342357.1982228004,14,1.836729645729065,185.38890075683597,295.36328125,100997.4453125,9.534037235425784e-05,127.74088287353516,-1.1916604307771196e-05,51.541934967041016,-0.1724919825792312,1.8286120891571045,0.749599277973175,4519 1070A,116.7464,39.5343,20170930,42.80357142857143,2255.0,6927.0,1688676.4962491558,1337096.2980085686,15,1.8247034549713133,183.7653045654297,295.4222717285156,100965.8125,8.980491838883609e-05,129.91575622558594,-1.1921867553610356e-05,51.70385360717773,-0.1198243573307991,1.8207648992538448,0.7336576581001282,3624 1071A,116.8854,38.2991,20170930,37.23214285714285,2452.0,6950.0,1732520.5748827572,1192780.4904787843,9,2.2010650634765625,182.6319580078125,295.5547790527344,101050.7890625,5.42632733413484e-05,151.70574951171875,-9.031113222590648e-06,52.69087219238281,-0.1010693311691284,2.1987433433532715,0.6213150024414062,3072 1072A,116.8584,38.3254,20170930,39.142857142857146,2448.0,6945.0,1729712.7047298958,1195425.203871742,10,2.220342874526977,182.5040435791016,295.6114196777344,101058.421875,4.9686350394040346e-05,152.74050903320312,-8.961616913438775e-06,52.69309997558594,-0.0970052108168602,2.2182228565216064,0.6353514790534973,3566 1073A,116.8709,38.3228,20170930,46.17857142857143,2448.0,6947.0,1730755.2991836588,1195336.8228236905,9,2.2156858444213867,182.5907287597656,295.5955810546875,101060.8125,5.086482269689441e-05,152.41001892089844,-8.96182973519899e-06,52.69799423217773,-0.1001503318548202,2.21342134475708,0.6403969526290894,2862 1074A,115.6951,37.7575,20170930,47.0,2539.0,6759.0,1653497.2900325633,1107962.6937265105,22,2.4584577083587646,182.97488403320312,296.4212646484375,100897.9765625,4.865196387981996e-05,207.94869995117188,-1.2701781088253483e-05,51.357608795166016,-0.127585083246231,2.4551448822021484,0.6302980184555054,3844 1075A,115.6426,37.7379,20170930,54.05357142857143,2542.0,6751.0,1649861.2772532338,1104751.1091996492,22,2.4645259380340576,183.113037109375,296.4242248535156,100874.5703125,5.252251503407024e-05,210.1839599609375,-1.3099749594402963e-05,51.203857421875,-0.1338334083557129,2.460889339447021,0.6261756420135498,2995 1076A,115.6906,37.739,20170930,48.32142857142857,2542.0,6758.0,1653612.9397437049,1105688.7035881423,23,2.461742401123047,183.05340576171875,296.4115600585937,100887.921875,5.274252180242911e-05,208.9675445556641,-1.3001044862903656e-05,51.40536117553711,-0.1311247050762176,2.458247661590576,0.6341663599014282,2527 1077A,114.4821,37.0967,20170930,60.185185185185176,2645.0,6565.0,1573699.916514014,1009473.4672055868,73,1.9459189176559448,27.25058364868164,295.93438720703125,99737.203125,0.0001773066614987,177.71710205078125,-9.828067049966194e-06,56.39112854003906,0.890978991985321,1.7299586534500122,0.5799354314804077,2932 1078A,114.5261,37.0533,20170930,57.66071428571429,2652.0,6572.0,1578246.8061086051,1005016.6899581857,66,1.9947651624679563,21.9824333190918,296.13775634765625,100029.0703125,0.0001904640375869,187.572509765625,-1.030702787829796e-05,56.201416015625,0.7466641068458557,1.8497514724731443,0.5494175553321838,2728 1079A,114.5331,37.0964,20170930,69.55555555555556,2645.0,6573.0,1577772.3796544997,1010255.6452998648,63,2.0105576515197754,21.487552642822266,296.1547546386719,100050.140625,0.0001699555723462,186.5095977783203,-1.0177599506278057e-05,55.757568359375,0.7364445328712463,1.8708263635635376,0.5698723793029785,4543 1080A,114.4854,37.062,20170930,56.53571428571429,2650.0,6566.0,1574792.4509487925,1005398.5112661044,76,1.9505615234375,26.283159255981445,295.9897766113281,99825.8671875,0.0001900964562082,180.6547698974609,-1.0002324415836483e-05,56.533912658691406,0.8637000322341919,1.748917579650879,0.5468434691429138,2132 1081A,112.522,37.8873,20170930,58.0,2518.0,6252.0,1400116.059778645,1074131.8859409844,789,0.2159502506256103,21.09225273132324,291.1309509277344,90977.765625,0.0002365412656217,65.24301147460938,-5.492453055921942e-06,61.05958557128906,0.0777119919657707,0.2014829069375991,0.4272824823856354,2809 1083A,112.434,38.0108,20170930,44.33333333333334,2498.0,6237.0,1390508.729158474,1087657.9898207595,887,0.4485034942626953,51.74446105957031,289.6440734863281,88917.7421875,0.0003861614968627,56.42270660400391,-5.013256213715067e-06,62.61519241333008,0.3521831631660461,0.2777092158794403,0.3852676153182983,5330 1084A,112.469,37.7124,20170930,64.14285714285714,2546.0,6243.0,1399684.6395390064,1052458.5448626748,770,0.2091604173183441,45.54083633422852,290.88385009765625,90176.1875,0.0002407818537903,72.06354522705078,-6.169630978547502e-06,60.016700744628906,0.1492847949266433,0.1464996039867401,0.4847020804882049,2820 1085A,112.5583,37.7394,20170930,49.981481481481474,2542.0,6257.0,1406180.4717640025,1056962.193499744,773,0.3319089412689209,200.5497283935547,291.5626525878906,91368.3828125,0.0001927013654494,76.2880630493164,-6.169371317810146e-06,59.918792724609375,-0.116503469645977,0.310790091753006,0.4439438581466675,3540 1086A,112.5369,37.8692,20170930,59.01785714285714,2521.0,6254.0,1401684.5496889006,1072179.322617581,788,0.2056222707033157,9.464054107666016,291.1790466308594,90985.3984375,0.0002190077502746,66.96060180664062,-5.565028459386667e-06,60.882205963134766,0.0338092483580112,0.2028236985206604,0.4296835660934448,1968 1087A,112.57,37.8195,20170930,59.05357142857143,2529.0,6259.0,1405376.2520207795,1066708.0299980517,786,0.2357936799526214,201.9163818359375,291.37066650390625,91141.90625,0.0001784785708878,71.88179016113281,-5.7839702094497625e-06,60.44458770751953,-0.0880082324147224,0.218753769993782,0.47269406914711,1889 1088A,112.549,37.9854,20170930,59.55357142857143,2502.0,6256.0,1400132.1166841032,1086251.9171368892,822,0.3550628423690796,8.795571327209473,291.0525817871094,91007.203125,0.0002470048202667,59.900909423828125,-5.005347702535801e-06,61.75482177734375,0.0542908422648906,0.3508876264095306,0.4551171064376831,4678 1089A,112.488,37.7805,20170930,53.0,2535.0,6246.0,1399725.9250979184,1060873.396802097,787,0.1630730032920837,67.54022979736328,290.8077697753906,90136.6640625,0.0002299453335581,69.46339416503906,-5.944404165347805e-06,60.31242752075195,0.1507014334201812,0.0623047687113285,0.4257083535194397,2558 1090A,111.651,40.7579,20170930,26.517857142857142,2059.0,6112.0,1272205.141415575,1406838.2924259375,1032,0.4570832252502441,272.90496826171875,289.1737365722656,88934.6328125,0.0008375197649002,118.60596466064452,-8.542427167412825e-06,47.16983795166016,-0.4564969539642334,-0.023142971098423,0.2998785674571991,2988 1091A,111.658,40.8033,20170930,26.62962962962963,2052.0,6113.0,1271799.1821574834,1412395.0289789485,1047,0.3624313771724701,289.0721435546875,289.0757141113281,88649.1796875,0.0008871726458892,125.44923400878906,-8.259962669399101e-06,47.07919692993164,-0.3425433933734894,-0.1184083521366119,0.3573633730411529,3026 1092A,111.659,40.8452,20170930,34.092592592592595,2045.0,6113.0,1271011.1703736826,1417452.956787858,1065,0.290091723203659,305.0182189941406,288.4730834960937,87576.03125,0.0009349518222734,132.3848419189453,-7.968648787937127e-06,46.97430038452149,-0.2375870496034622,-0.1664499938488006,0.3647996187210083,3056 1093A,111.608,40.8144,20170930,36.03846153846154,2050.0,6105.0,1267790.1867455556,1413085.4135992068,1053,0.3431622982025146,301.3778076171875,288.72320556640625,87993.2421875,0.0009254232863895,128.169189453125,-8.105826964310836e-06,46.93308639526367,-0.2929868698120117,-0.1786590218544006,0.3081443905830383,2107 1094A,111.751,40.8369,20170930,31.94,2046.0,6128.0,1278134.4550458663,1417647.0342125262,1068,0.2737320065498352,284.4613952636719,288.844482421875,88232.8125,0.0008488526800647,130.11300659179688,-8.126011380227283e-06,47.20659255981445,-0.2650627791881561,-0.0683442056179046,0.2999065518379211,2697 1095A,111.7277,40.8062,20170930,26.464285714285715,2051.0,6124.0,1277009.1978736666,1413648.1735191965,1054,0.3392306268215179,278.1026916503906,289.1255798339844,88732.96875,0.000839740212541,125.42475128173828,-8.315822014992591e-06,47.22359085083008,-0.3358465135097503,-0.0477968193590641,0.2917474210262298,3574 1096A,111.551,40.7866,20170930,35.44642857142857,2054.0,6096.0,1264049.6348043713,1409003.4309673298,1061,0.3508432805538177,301.97027587890625,288.70166015625,87855.890625,0.0008813340682536,125.03699493408205,-8.192625500669237e-06,46.86433792114258,-0.2976400852203369,-0.1857454925775528,0.3222158849239349,3254 1097A,111.717,40.7612,20170930,25.44642857142857,2058.0,6123.0,1277130.917214611,1408091.7651708913,1043,0.4544882774353027,263.7493896484375,289.1845703125,88939.6484375,0.000803752511274,118.58104705810548,-8.598172826168593e-06,47.31196594238281,-0.4517843127250671,0.0495028868317604,0.3207696378231048,3020 1098A,123.6836,41.9339,20170930,15.178571428571429,1871.0,8037.0,2129556.9804676403,1755591.9995222648,125,1.935392022132873,190.12322998046875,289.6651306152344,100053.75,0.0027467713225632,221.5626678466797,-1.0312397535017226e-05,67.1956787109375,-0.340165376663208,1.9052636623382568,0.450039267539978,6554 1099A,123.535,41.7561,20170930,24.57142857142857,1899.0,8014.0,2125064.2610081304,1731543.1780614024,52,1.9398552179336548,194.5915679931641,289.8939819335937,100507.0703125,0.0025198271032422,204.99632263183597,-8.803579476079904e-06,65.13684844970703,-0.4886878132820129,1.877291321754456,0.4723890721797943,4069 1100A,123.439,41.7089,20170930,21.5,1907.0,7998.0,2119763.498432587,1723938.0920975024,44,1.916046142578125,193.9201202392578,290.0036315917969,100667.46875,0.0024798072408884,206.0448303222656,-8.81964479049202e-06,64.1572494506836,-0.4609275758266449,1.8597791194915767,0.5676145553588867,3611 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1109A,121.6119444,38.97388889,20170930,22.214285714285715,2344.0,7706.0,2076360.890761116,1364078.9857954578,23,1.811506509780884,5.269280910491943,294.930908203125,100868.4921875,0.0006374915246851,439.7756652832031,-0.0001307666971115,71.51107788085938,0.1663579046726226,1.8038517236709597,0.5194690823554993,4161 1110A,121.565,38.95111111,20170930,17.267857142857142,2348.0,7698.0,2073528.8122370872,1360414.3577281593,27,1.7785239219665527,4.710118770599365,294.87774658203125,100704.03125,0.000634528172668,446.6583862304688,-0.0001360102760372,71.54583740234375,0.1460378617048263,1.7725180387496948,0.5253152251243591,3073 1111A,121.5638889,38.885,20170930,23.089285714285715,2358.0,7698.0,2075594.4628619235,1352631.9139785515,38,1.7784916162490845,4.804381847381592,294.895751953125,100647.2578125,0.0006374277290888,447.73138427734375,-0.0001388171658618,71.46192932128906,0.1489518284797668,1.7722431421279907,0.5736582279205322,4190 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1120A,125.287,43.91,20170930,14.678571428571429,1554.0,8294.0,2171509.16831646,2021822.145415828,221,2.150761604309082,24.37910461425781,287.7174072265625,98714.1875,0.0008307188982143,232.1402130126953,-1.7519718312541954e-05,65.26744079589844,0.8877500891685486,1.958998441696167,0.4135657846927643,2888 1121A,125.2786,43.84,20170930,14.25925925925926,1566.0,8293.0,2173527.2858362827,2013464.1409786085,228,2.182082414627075,25.11299133300781,287.7088623046875,98683.125,0.0009244859102182,232.443603515625,-2.0462763131945397e-05,65.5383071899414,0.926060438156128,1.9758278131484983,0.410891979932785,2656 1122A,125.3649,43.8748,20170930,10.892857142857142,1560.0,8306.0,2178227.3724156814,2019437.4334890856,198,2.1166470050811768,24.676654815673828,287.61395263671875,98595.4453125,0.0009170354460366,227.5880126953125,-1.8084403563989326e-05,65.57072448730469,0.8836693167686462,1.9233624935150144,0.4297031164169311,2222 1123A,125.325,43.8694,20170930,11.964285714285715,1561.0,8300.0,2175657.624280038,2017923.137670369,213,2.145813465118408,24.8034725189209,287.6765441894531,98654.328125,0.0009049255750142,229.7958831787109,-1.868958497652784e-05,65.5139389038086,0.9001590013504028,1.9478780031204224,0.3928669095039367,2179 1124A,125.454,43.7878,20170930,10.125,1574.0,8321.0,2187664.2513397266,2011264.3528906489,242,2.069124221801758,25.32380104064941,287.426513671875,98344.515625,0.0010256073437631,219.74484252929688,-1.7009884686558507e-05,66.10819244384766,0.8850088715553284,1.8703031539916992,0.354583203792572,7561 1125A,125.633,43.55,20170930,12.321428571428571,1612.0,8349.0,2209040.2986590653,1987533.6492459532,221,2.012238025665283,24.882043838500977,287.2953186035156,98381.5859375,0.0012375671649351,204.51449584960935,-1.4800794815528208e-05,67.20528411865234,0.8466288447380066,1.8254647254943848,0.3564071357250213,5426 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1196A,119.996,31.7586,20170930,31.214285714285715,3499.0,7447.0,2172421.7982142456,487478.4431445548,4,1.4889121055603027,268.8619384765625,295.5631408691406,101198.8203125,0.0036201069597154,271.59088134765625,-2.6054889531224035e-05,79.57992553710938,-1.4886170625686646,0.0296405106782913,0.716313362121582,3280 1200A,119.935,31.7039,20170930,25.55357142857143,3507.0,7438.0,2168876.565523892,479800.86266131705,5,1.527137279510498,268.8602294921875,295.61846923828125,101151.6328125,0.0034489266108721,282.9830627441406,-3.37929704983253e-05,79.71656036376953,-1.5268337726593018,0.0304470732808113,0.7066532373428345,3207 1201A,119.905,31.9108,20170930,29.944444444444446,3474.0,7433.0,2160118.7120844657,503091.8007751509,5,1.3849440813064575,270.3921203613281,295.2962646484375,101187.1953125,0.0039114574901759,251.5642852783203,-2.578909698058851e-05,79.7663345336914,-1.384912133216858,-0.0094136530533432,0.7053679823875427,5276 1203A,119.68,32.1883,20170930,33.96296296296296,3430.0,7397.0,2132762.945901931,530337.4483238196,19,1.3623849153518677,273.66424560546875,295.0295715332031,101118.3515625,0.0047699813731014,233.9593811035156,-2.556606887083035e-05,79.7354965209961,-1.359604001045227,-0.0870035588741302,0.6926662921905518,5355 1204A,119.491,32.215,20170930,26.23214285714285,3426.0,7367.0,2115982.528513791,529348.7991169957,14,1.3584134578704834,274.2451171875,294.9400329589844,101082.9453125,0.0048065851442515,232.26589965820312,-2.5628891307860613e-05,79.99821472167969,-1.354691505432129,-0.100488543510437,0.7437258958816528,5978 1205A,119.43,32.1319,20170930,31.82142857142857,3439.0,7357.0,2113269.7844324512,518393.0431059132,31,1.359389066696167,274.7220153808594,294.959228515625,100919.890625,0.0045322352088987,229.53453063964844,-2.3734333808533847e-05,80.2655029296875,-1.3547805547714231,-0.111841008067131,0.7191041111946106,3449 1206A,119.9,32.4867,20170930,26.267857142857142,3382.0,7432.0,2142405.826581883,569738.254758057,6,1.1949422359466553,270.47491455078125,294.6714172363281,101222.5234375,0.0050659365952014,226.00845336914065,-1.7355188902001828e-05,79.14617919921875,-1.194901704788208,-0.0098488703370094,0.6890369057655334,3342 1207A,119.9219,32.4611,20170930,25.910714285714285,3386.0,7435.0,2145019.3928266745,567246.0861215233,4,1.1997579336166382,270.61602783203125,294.6947937011719,101217.8203125,0.0050469660200178,227.39183044433597,-1.805243664421141e-05,79.2297592163086,-1.1996891498565674,-0.01284337695688,0.6960756778717041,4071 1209A,119.888,32.4639,20170930,29.96296296296296,3386.0,7430.0,2142080.254472749,566831.3798744513,3,1.2084710597991943,270.6824951171875,294.6990661621094,101215.5234375,0.0050628553144633,226.9369354248047,-1.8287893908564e-05,79.1782455444336,-1.208385944366455,-0.0143382484093308,0.6966283917427063,3474 1210A,119.036,33.5981,20170930,30.17857142857143,3204.0,7294.0,2037268.8462026648,680675.1666842016,13,1.428489089012146,265.8642272949219,294.4609069824219,101152.5234375,0.0026826723478734,226.7217254638672,-2.1412635760498237e-05,76.24740600585938,-1.4247647523880005,0.1030856519937515,0.628836452960968,3455 1211A,119.007,33.575,20170930,25.57142857142857,3208.0,7289.0,2035531.9066712616,677378.996134566,11,1.4735368490219116,266.1452941894531,294.5477294921875,101145.7421875,0.0028436605352908,229.04544067382807,-2.248898999823723e-05,76.2957763671875,-1.4701989889144895,0.0991258397698402,0.6490492820739746,2912 1212A,118.989,33.6067,20170930,33.0,3203.0,7286.0,2033114.7288390736,680705.1361195798,14,1.4685124158859253,265.80078125,294.52593994140625,101141.2109375,0.0026884647086262,228.4878845214844,-2.26954525714973e-05,76.19100952148438,-1.464565396308899,0.1075963452458381,0.6408358216285706,4568 1213A,119.135,33.5039,20170930,30.55357142857143,3219.0,7310.0,2048245.0530789571,671745.6460173256,7,1.3702961206436155,266.8351745605469,294.47760009765625,101193.515625,0.0032281503081321,228.4110870361328,-2.1737692804890685e-05,76.68385314941406,-1.368202805519104,0.0757134705781936,0.6249821186065674,3280 1214A,119.0122,33.626999999999995,20170930,35.464285714285715,3200.0,7290.0,2034451.027695706,683554.1345761358,15,1.4360482692718506,265.23052978515625,294.4603881835937,101153.046875,0.002635640790686,226.0499267578125,-2.1272380763548423e-05,76.13621520996094,-1.4310704469680786,0.1194653660058975,0.628558337688446,3185 1215A,120.118,33.4022,20170930,24.464285714285715,3236.0,7467.0,2132971.176929006,680817.913944045,2,1.168107986450195,260.6504821777344,294.27008056640625,101284.5234375,0.004329340532422,237.8021697998047,-1.5801759218447842e-05,77.41118621826172,-1.1525825262069702,0.1898149996995926,0.603003740310669,3141 1216A,120.156,33.3942,20170930,21.714285714285715,3237.0,7473.0,2136370.7751475726,680713.2948569956,3,1.1691585779190063,260.0326843261719,294.3070983886719,101282.015625,0.0043701902031898,242.4174041748047,-1.611745756235905e-05,77.4148178100586,-1.1515038013458252,0.2024126648902893,0.642966628074646,3952 1218A,120.225,33.3947,20170930,22.035714285714285,3237.0,7484.0,2142086.218445823,682273.6437086078,-1,1.175150752067566,258.7055053710937,294.3784484863281,101279.125,0.0043482459150254,251.46202087402344,-1.67293273989344e-05,77.39221954345703,-1.1523829698562622,0.2302017509937286,0.5759943127632141,6264 1220A,118.293,33.9528,20170930,30.875,3148.0,7175.0,1965474.3080540376,706985.5840348046,23,1.5002923011779783,255.26495361328125,294.50299072265625,101027.9453125,0.0026451495941728,222.31900024414065,-2.879481871786993e-05,75.7161636352539,-1.4509363174438477,0.3816550672054291,0.6298061609268188,2937 1222A,118.3214,33.9506,20170930,29.464285714285715,3148.0,7179.0,1967887.839589056,707296.607668954,20,1.4949074983596802,255.32992553710935,294.50128173828125,101032.5859375,0.0026367609389126,221.67059326171875,-2.7741676603909585e-05,75.70170593261719,-1.4461591243743896,0.3786453008651733,0.6583980917930603,3712 1223A,120.211,30.21,20170930,27.82142857142857,3746.0,7482.0,2237566.415697688,313608.5251646338,10,1.355647325515747,312.5957946777344,297.25604248046875,100986.3203125,0.0025881347246468,317.2388916015625,-2.5691779228509404e-05,79.68299102783203,-0.9980180263519288,-0.9174637794494628,0.6786260008811951,2982 1224A,120.063,30.2747,20170930,27.625,3736.0,7458.0,2222775.911325924,317695.502767676,6,1.267249345779419,315.4769287109375,296.79815673828125,100619.9453125,0.0027658357284963,297.84014892578125,-1.9015038560610265e-05,80.75148010253906,-0.8886538147926331,-0.9034462571144104,0.67457115650177,5044 1225A,119.026,29.635,20170930,19.32,3838.0,7292.0,2151091.514427807,220953.570767773,107,1.3544583320617676,311.3507385253906,297.2001953125,98508.359375,0.0020563791040331,268.27496337890625,-4.743681711261161e-05,81.17023468017578,-1.01682448387146,-0.8947765827178955,0.6236245632171631,3797 1226A,120.348,30.3058,20170930,35.07142857142857,3731.0,7504.0,2246547.922844542,327756.29557272664,10,1.3731186389923096,306.3652038574219,297.0773010253906,100981.125,0.0026757498271763,336.41632080078125,-3.321076655993238e-05,79.60824584960938,-1.1057623624801636,-0.8140912652015686,0.6784014105796814,2427 1227A,120.127,30.2456,20170930,30.57142857142857,3741.0,7468.0,2229203.477546231,315795.7699364976,30,1.314361810684204,314.47271728515625,296.9399108886719,100672.40625,0.0026987725868821,307.3515319824219,-2.2500420527649112e-05,80.25448608398438,-0.9379711747169496,-0.9207371473312378,0.681045413017273,4475 1228A,120.19,30.2692,20170930,31.57142857142857,3737.0,7478.0,2233957.952382809,319942.6136032786,16,1.312802791595459,312.2916259765625,297.0287170410156,100835.5,0.0026567121967673,313.5093078613281,-2.48905871558236e-05,79.94722747802734,-0.9711785912513732,-0.8833250999450684,0.6746840476989746,3269 1229A,120.157,30.2897,20170930,36.42857142857143,3734.0,7473.0,2230477.998372984,321552.28702759754,14,1.2895257472991943,312.8246459960937,296.9354248046875,100767.453125,0.0026932272594422,308.486083984375,-2.2860267563373785e-05,80.20557403564453,-0.9458465576171876,-0.8764991760253906,0.6895003318786621,4077 1230A,120.12,30.3119,20170930,32.69642857142857,3730.0,7467.0,2226601.379672677,323268.5589064147,9,1.2511959075927734,313.39825439453125,296.8392333984375,100724.4765625,0.0027322997339069,302.129638671875,-2.061666964436881e-05,80.5321273803711,-0.9091726541519164,-0.8595907688140869,0.6911615133285522,3162 1231A,120.301,30.4183,20170930,27.222222222222214,3713.0,7496.0,2239065.4965220126,339629.7205091957,9,1.2593321800231934,306.2845153808594,296.8577880859375,100864.3359375,0.0027786404825747,322.57257080078125,-2.371854861848988e-05,80.0234146118164,-1.015181303024292,-0.7452009320259094,0.7016208171844482,2272 1232A,120.27,30.1819,20170930,30.23076923076923,3751.0,7491.0,2243537.147009383,311721.35785506375,13,1.3574737310409546,311.6430053710937,297.3399963378906,100941.7421875,0.0025072812568396,323.910888671875,-2.7263438823865727e-05,79.43000793457031,-1.0145007371902466,-0.901955246925354,0.6654708981513977,2576 1233A,120.088,30.1808,20170930,21.053571428571427,3751.0,7462.0,2227765.73183013,307453.8199660371,59,1.326979160308838,316.32598876953125,296.8829345703125,100342.1640625,0.0027169734239578,301.8705139160156,-1.9542958398233168e-05,80.35321044921875,-0.9164183735847472,-0.9597140550613404,0.6582724452018738,7591 1235A,121.56,29.8208,20170930,23.57142857142857,3809.0,7698.0,2366794.504613512,300549.44622950815,4,0.8683264255523682,280.04736328125,297.4639587402344,100905.671875,0.0040150545537471,431.5755310058594,-5.094011066830717e-05,83.75956726074219,-0.8550174832344055,-0.151446059346199,0.4815081655979156,2889 1237A,121.554,29.8906,20170930,20.16,3798.0,7697.0,2364059.258136594,308395.85565963626,7,0.9925432205200196,277.5923767089844,297.5981140136719,101168.9765625,0.0040357112884521,446.5881652832031,-5.948518082732335e-05,83.16609954833984,-0.98384827375412,-0.131089836359024,0.4914682805538177,2063 1239A,121.633,29.7736,20170930,22.5,3816.0,7709.0,2374640.7055564644,296908.9195396631,14,0.9070624709129332,281.760498046875,297.3174133300781,100128.8359375,0.0039382353425025,449.6570434570313,-5.696135121979751e-05,83.45174407958984,-0.8880312442779541,-0.1848318725824356,0.4771434664726257,3311 1240A,121.586,29.8633,20170930,22.60714285714285,3802.0,7702.0,2367705.2314566667,306040.8677309729,6,0.9992812871932985,278.444091796875,297.5612487792969,100953.4140625,0.003984740935266,452.5290222167969,-6.1014434322714806e-05,83.11168670654297,-0.9884561896324158,-0.1466883569955825,0.4983409345149994,2061 1241A,121.524,29.8506,20170930,19.517857142857142,3804.0,7692.0,2362720.87829259,303094.51434422244,5,0.8650242686271667,278.8232421875,297.5258178710937,101211.46875,0.0040697497315704,424.5404052734375,-4.916474063065834e-05,83.82147979736328,-0.8547945618629456,-0.132639542222023,0.4973118007183075,2115 1242A,120.634,28.0089,20170930,28.32142857142857,4099.0,7549.0,2341518.944681287,71385.39209791353,22,0.4789590537548065,313.981689453125,297.7216796875,99731.9140625,0.0033650188706815,320.2407531738281,-4.89212543470785e-05,83.49357604980469,-0.3446634709835052,-0.332579106092453,0.4566627442836761,3055 1243A,120.677,27.9939,20170930,24.240740740740737,4101.0,7556.0,2345814.186876216,70701.43436280674,9,0.6390051245689392,311.3441162109375,297.9706115722656,99899.1015625,0.0031411435920745,351.8559875488281,-6.149241380626336e-05,82.74054718017578,-0.4797653555870056,-0.4220814704895019,0.4426919817924499,3383 1244A,120.76,27.9747,20170930,23.44642857142857,4104.0,7570.0,2353809.713012583,70498.58135475723,16,1.0128697156906128,307.1806640625,298.4068908691406,100043.6953125,0.0026816609315574,413.6526489257813,-8.564392919652164e-05,81.47993469238281,-0.8070276975631714,-0.6120551228523254,0.4170023202896118,365 1245A,120.671,28.0167,20170930,30.892857142857142,4097.0,7555.0,2344583.803014831,73156.7166222372,10,0.5784072875976562,312.15301513671875,297.81988525390625,99754.65625,0.003221672726795,341.2159729003906,-5.555897223530337e-05,83.07286834716797,-0.4288317859172821,-0.388147234916687,0.4320202171802521,2188 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1315A,120.4001,36.2403,20170930,20.46153846153846,2782.0,7512.0,2068855.455110736,1018035.3542174292,23,1.449313044548035,207.0031280517578,295.176513671875,100797.5625,0.0013503014342859,336.0102233886719,-8.109699410852045e-05,71.71273040771484,-0.6580268740653992,1.291320562362671,0.509928822517395,4273 1316A,113.681,34.7545,20170930,42.44444444444444,3019.0,6437.0,1563346.650902707,718598.0309264403,101,1.0586878061294556,180.3064727783203,294.9066467285156,99997.2578125,0.0016372768441215,122.35706329345705,-1.363683713861974e-05,74.75911712646484,-0.0056658084504306,1.0586726665496826,0.7886640429496765,2663 1317A,113.641,34.7745,20170930,45.0,3016.0,6431.0,1559584.4686567246,720331.927855063,103,1.064800500869751,182.0580139160156,294.9125061035156,100002.6171875,0.0016073340084403,118.6291961669922,-1.34925130623742e-05,74.56558990478516,-0.038235668092966,1.064113736152649,0.7305357456207275,2033 1318A,113.675,34.8019,20170930,44.55357142857143,3012.0,6436.0,1561770.203375694,724118.4702023983,92,1.0720500946044922,182.9176788330078,295.0543212890625,100276.9765625,0.0015555499121546,120.52024841308594,-1.396411516907392e-05,73.96482849121094,-0.054567277431488,1.0706604719161987,0.8151289820671082,3048 1319A,113.564,34.802,20170930,40.910714285714285,3012.0,6418.0,1552596.174576395,722371.2195833377,112,1.0432854890823364,186.36378479003903,294.8122253417969,99890.3828125,0.0015770501922816,111.1897430419922,-1.304992019868223e-05,74.3700180053711,-0.1156343892216682,1.0368573665618896,0.7964991927146912,2913 1320A,113.727,34.7187,20170930,43.94444444444444,3025.0,6444.0,1567967.7062967168,715090.1755472538,100,1.0403069257736206,2.4250221252441406,294.8486328125,99880.1484375,0.0016969428397715,125.92410278320312,-1.3791773199045563e-05,74.8896713256836,0.0440162904560565,1.0393753051757812,0.7686389684677124,2978 1321A,113.734,34.719,20170930,41.92592592592592,3025.0,6445.0,1568539.8240689775,715237.432513614,99,1.036928415298462,2.325137138366699,294.8522644042969,99893.8671875,0.0016997897764667,126.43990325927734,-1.3840092833561355e-05,74.85977172851562,0.0420675389468669,1.0360747575759888,0.7696051001548767,2743 1322A,113.5991,34.7496,20170930,42.410714285714285,3020.0,6424.0,1556686.1971422844,716717.194347163,125,1.0556741952896118,181.70724487304688,294.7122497558594,99658.7578125,0.0016724321758374,115.5785903930664,-1.2915552360937e-05,75.26145935058594,-0.0314511209726333,1.0552055835723877,0.7543819546699524,2197 1323A,113.6356,34.7538,20170930,43.94444444444444,3019.0,6430.0,1559608.9275199582,717793.6263435954,107,1.06074321269989,181.06222534179688,294.8244323730469,99840.6640625,0.001645372249186,118.62105560302734,-1.3278007827466354e-05,74.96051788330078,-0.0196643136441707,1.060560941696167,0.7484450936317444,1973 1324A,113.6113,34.9162,20170930,36.96428571428572,2993.0,6426.0,1553909.9835182982,736654.428241981,93,1.027700424194336,192.2316131591797,295.017333984375,100233.59375,0.0012821053387597,112.21641540527344,-1.4496522453555372e-05,71.78597259521484,-0.2177266478538513,1.0043721199035645,0.7004439830780029,5849 1325A,114.3672,30.5719,20170930,28.074074074074076,3689.0,6547.0,1718247.761404337,237929.37917637927,27,1.396131157875061,319.4315795898437,296.9126281738281,100832.0078125,0.002378371078521,189.5238800048828,-3.735293284989893e-05,78.07747650146484,-0.9080577492713928,-1.06047785282135,0.9208335280418396,3873 1326A,114.2511,30.5514,20170930,26.44642857142857,3692.0,6528.0,1708555.2332756524,233510.49010548496,31,1.4443596601486206,320.2325439453125,296.8956298828125,100811.5546875,0.0023257117718458,191.5663146972656,-3.754382123588584e-05,77.57928466796875,-0.923998475074768,-1.1101359128952026,0.8699766993522644,3449 1327A,114.2836,30.6197,20170930,29.089285714285715,3681.0,6533.0,1709816.336427084,242054.5322118225,29,1.448230862617493,320.539794921875,296.8075866699219,100828.3046875,0.0024746733251959,185.79710388183597,-3.464208566583693e-05,77.82424926757812,-0.9204925894737244,-1.1180634498596191,0.9055846929550172,2846 1328A,114.3006,30.5494,20170930,24.5,3692.0,6536.0,1712938.320322411,234138.7098458337,38,1.429473876953125,319.74383544921875,296.9376525878906,100830.5078125,0.0023246549535542,191.3456573486328,-3.771595220314339e-05,77.78270721435547,-0.9238133430480956,-1.0908548831939695,0.8986007571220398,2904 1329A,114.4272,30.6103,20170930,35.25925925925926,3682.0,6556.0,1722603.1148952362,243464.66642220612,31,1.3746761083602903,319.9482421875,296.8206787109375,100834.421875,0.0025156212504953,185.7701416015625,-3.662090966827236e-05,78.30487823486328,-0.8846516609191895,-1.052200436592102,0.8931601047515869,4155 1330A,114.1525,30.4753,20170930,26.92857142857143,3704.0,6512.0,1701670.8348510296,222910.61045734969,29,1.428921818733215,320.5721435546875,296.8281555175781,100752.34375,0.0022041872143745,191.1546936035156,-3.627641490311362e-05,77.55826568603516,-0.9075971245765686,-1.1036689281463623,0.9085474610328674,2994 1331A,114.3008,30.5947,20170930,28.339285714285715,3685.0,6536.0,1711902.909485892,239433.4756476612,26,1.438359022140503,320.23614501953125,296.8779602050781,100840.0625,0.002418499905616,187.77081298828125,-3.5911445593228564e-05,77.84915161132812,-0.9200894236564636,-1.1055822372436523,0.8948997259140015,2946 1332A,114.3894,30.4822,20170930,28.25,3703.0,6550.0,1722285.781935569,227843.89636621997,28,1.357701539993286,317.19708251953125,297.0166015625,100803.734375,0.0021960132289677,195.7738494873047,-3.961726542911492e-05,78.13240814208984,-0.9225996136665344,-0.996074080467224,0.9030267000198364,3513 1333A,114.2131,30.6414,20170930,28.60714285714285,3677.0,6522.0,1703143.1188627884,243365.60389965703,21,1.4669228792190552,320.9674072265625,296.6933898925781,100774.625,0.0025203605182468,182.6246032714844,-3.1970892450772226e-05,77.72787475585938,-0.9238951206207277,-1.1394211053848269,0.8980964422225952,3906 1334A,113.8531,30.2997,20170930,23.19230769230769,3732.0,6464.0,1679384.9849878596,197249.36312211596,21,1.4167084693908691,321.8775329589844,296.578857421875,100894.5625,0.0020911726169288,179.1275634765625,-2.4762015527812764e-05,78.43673706054688,-0.8746786117553711,-1.1144505739212036,0.9043399691581726,2829 1335A,113.0833,28.2325,20170930,34.625,4063.0,6341.0,1656447.9763578747,-56542.64937391733,58,1.339655876159668,353.24560546875,298.4472961425781,100462.875,0.0012595634907484,212.4099578857422,-1.771892493707128e-05,77.9996566772461,-0.1576802730560302,-1.3303438425064087,0.8240857124328613,3486 1336A,112.8872,28.2189,20170930,30.61111111111111,4065.0,6310.0,1638975.7085505568,-61410.051136520575,59,1.4633246660232544,356.39764404296875,298.136962890625,100212.1171875,0.0015359076205641,224.089599609375,-1.9019615137949583e-05,79.02548217773438,-0.0920742899179458,-1.4604250192642212,0.8165290355682373,4478 1337A,113.0792,28.2053,20170930,37.32142857142857,4067.0,6341.0,1656664.2395844054,-59769.08318188609,44,1.3402694463729858,353.4568786621094,298.4708251953125,100449.84375,0.0012483793543651,213.32228088378903,-1.788266672519967e-05,77.92130279541016,-0.1528440862894058,-1.331525802612305,0.8068019151687622,4350 1338A,112.9394,28.19,20170930,37.875,4070.0,6318.0,1644325.0226819566,-63893.44357573405,102,1.4423069953918457,355.9244079589844,298.2251892089844,100227.2578125,0.0014633761020377,223.4197235107422,-1.900755705719348e-05,78.61924743652344,-0.1026390343904495,-1.438650369644165,0.7912625670433044,6009 1339A,112.9956,28.1442,20170930,32.94444444444444,4077.0,6327.0,1650403.3390680538,-68267.65040818707,83,1.4191439151763916,354.9320678710937,298.32330322265625,100221.6171875,0.001376518397592,223.0689697265625,-1.9152175809722397e-05,78.1004638671875,-0.1254895478487014,-1.4135847091674805,0.7901551723480225,4278 1340A,112.9792,28.2597,20170930,30.642857142857142,4059.0,6325.0,1646434.86022051,-55134.31895207711,30,1.4088407754898071,354.57635498046875,298.2648620605469,100400.484375,0.0014052026672288,219.14144897460935,-1.8635353626450524e-05,78.65272521972656,-0.1332878023386001,-1.4025214910507202,0.8337357044219971,3318 1341A,113.0014,28.1944,20170930,38.660714285714285,4069.0,6328.0,1649849.6950502428,-62343.35904366493,48,1.397444725036621,354.94024658203125,298.3222351074219,100341.203125,0.0013665587175637,220.83750915527344,-1.885737401607912e-05,78.27059936523438,-0.1233727931976318,-1.3919881582260132,0.7995733022689819,2443 1342A,112.9844,28.1178,20170930,27.339285714285715,4081.0,6325.0,1649954.816841983,-71519.67839529835,90,1.4381471872329712,355.05535888671875,298.3134765625,100162.1484375,0.0013924750965088,224.41217041015625,-1.9271163182565942e-05,78.08033752441406,-0.1240879222750663,-1.432783842086792,0.8359660506248474,3911 1343A,112.8908,28.1308,20170930,28.48214285714285,4079.0,6311.0,1641185.1358563092,-71578.35934531335,45,1.4975873231887815,356.22869873046875,298.1968078613281,100126.328125,0.001501674298197,226.9051971435547,-1.918427915370557e-05,78.69493865966797,-0.0986378341913223,-1.494335412979126,0.8041316270828247,2272 1344A,112.9958,28.3586,20170930,38.61111111111112,4043.0,6327.0,1645810.517767697,-43370.10594440412,69,1.4170857667922974,352.7348937988281,298.0967102050781,100166.796875,0.0014166574692353,212.3898468017578,-1.819894532673061e-05,79.2810287475586,-0.1793299317359924,-1.4056929349899292,0.8264482021331787,6266 1345A,113.235,23.1422,20170930,38.57142857142857,4877.0,6366.0,1779926.644344306,-638513.0766011232,10,1.2343451976776123,220.2242889404297,300.6181030273437,100823.75,0.0046084919013082,131.33096313476562,-2.2290831111604348e-05,80.11236572265625,-0.7970976233482361,0.942466676235199,0.5793535709381104,2309 1346A,113.261,23.105,20170930,35.714285714285715,4883.0,6370.0,1783229.3119852962,-642265.1455298301,12,1.2586511373519895,219.14117431640625,300.6250305175781,100855.15625,0.0046497131697833,134.9663848876953,-2.3617585611646064e-05,80.3735580444336,-0.7944828271865845,0.9762170314788818,0.5760529041290283,1897 1348A,113.348,23.0916,20170930,34.535714285714285,4885.0,6384.0,1791913.6739360788,-642203.4202702653,2,1.2299845218658447,218.81585693359372,300.5331726074219,100799.0,0.0048897550441324,137.0264434814453,-2.488112841092516e-05,81.37643432617188,-0.7709589004516602,0.9583758115768432,0.581176221370697,3939 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1374A,113.292,22.8054,20170930,26.625,4931.0,6375.0,1792622.344589788,-675687.2389491454,1,1.2644904851913452,214.5303955078125,300.63720703125,100808.8515625,0.0043583093211054,148.1979217529297,-2.950963244074956e-05,80.68216705322266,-0.7167493104934692,1.0417324304580688,0.5796871185302734,2772 1375A,113.257,22.7629,20170930,32.214285714285715,4938.0,6369.0,1790137.4797228903,-681142.5905131534,3,1.2209103107452393,214.49072265625,300.654052734375,100853.578125,0.0043141548521816,141.6106414794922,-2.8787799237761647e-05,80.45967864990234,-0.6913502216339111,1.0063085556030271,0.5672988295555115,1976 1376A,112.844,22.8693,20170930,46.71428571428572,4921.0,6303.0,1747876.6695560983,-676510.912292288,31,0.91360741853714,213.4227600097656,300.198974609375,100382.171875,0.0042838058434426,109.92127990722656,-1.9071718270424757e-05,82.03109741210938,-0.5032132863998413,0.7625319361686707,0.5692367553710938,5954 1377A,112.885,23.1572,20170930,45.31481481481482,4875.0,6310.0,1745831.1658480123,-643088.6485476737,7,0.9134117364883424,221.9804534912109,300.6349182128906,100763.1640625,0.0048923455178737,118.87735748291016,-2.071261405944824e-05,79.20407104492188,-0.6109454035758972,0.6790189146995544,0.5679680705070496,3146 1378A,112.863,23.1886,20170930,42.0,4870.0,6306.0,1743051.415603462,-639910.8919358047,23,0.8663303852081299,223.5785217285156,300.7076110839844,100836.125,0.0049975248984992,116.64305114746094,-2.0196397599647756e-05,79.6744155883789,-0.59718918800354,0.6276093125343323,0.5816110372543335,6178 1379A,113.3769,22.5211,20170930,32.42307692307692,4977.0,6388.0,1806938.9483974616,-706334.5609378321,8,1.1738284826278689,218.71820068359372,300.4514465332031,100543.15625,0.0044515361078083,195.20803833007807,-3.743446359294467e-05,82.40983581542969,-0.7342002987861633,0.9158728718757628,0.5010502934455872,3098 1380A,113.3881,22.5497,20170930,34.910714285714285,4972.0,6390.0,1807414.3475435448,-702891.3470267898,2,1.1841201782226562,218.0791015625,300.5187683105469,100662.234375,0.004322103690356,194.2955322265625,-3.736672442755662e-05,82.27784729003906,-0.7302864789962769,0.9321064352989196,0.5100870132446289,2507 1381A,113.4075,22.5111,20170930,29.017857142857142,4978.0,6393.0,1810127.0244879057,-706903.114709109,13,1.207237958908081,219.02508544921875,300.4382629394531,100454.1015625,0.0043766312301158,204.4802703857422,-3.915132401743904e-05,82.47095489501953,-0.7601311802864075,0.9378827214241028,0.5035350322723389,3765 1382A,113.4411,22.4853,20170930,44.07407407407408,4982.0,6399.0,1813946.7199788592,-709203.0199904351,58,1.2641459703445437,219.75379943847656,300.41925048828125,100343.734375,0.0043266350403428,219.8995819091797,-4.243996590957977e-05,82.58892822265625,-0.808388888835907,0.9718911647796632,0.4913465082645416,6271 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1404A,108.383,22.805,20170930,25.125,4931.0,5589.0,1315076.3396156586,-753378.9954433957,122,1.4950722455978394,234.63168334960935,299.9969177246094,99642.9296875,0.002757295500487,205.0784454345703,-1.4873704458295832e-05,87.35823822021484,-1.2191293239593506,0.8654276132583618,0.448028951883316,3818 1405A,108.439,22.7906,20170930,26.267857142857142,4934.0,5598.0,1320771.3415086751,-754273.3837470112,84,1.471745252609253,233.51898193359372,299.9844970703125,99705.5546875,0.002716921037063,210.04107666015625,-1.4674295016448012e-05,87.3710708618164,-1.1833384037017822,0.875068187713623,0.4496763050556183,3228 1406A,108.239,22.8464,20170930,22.634615384615387,4925.0,5566.0,1300370.8898038694,-750563.3785773134,80,1.4175450801849363,237.01161193847656,299.8502197265625,99281.609375,0.0026818816550076,194.5687561035156,-1.5251328477461357e-05,87.1863784790039,-1.1889872550964355,0.771844208240509,0.4456420540809631,2926 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1417A,106.626,29.7228,20170930,19.777777777777786,3824.0,5308.0,1047660.272073152,29121.4666487605,412,0.8852370381355286,353.9786376953125,296.9236145019531,97280.8046875,0.001610510982573,155.51092529296875,-1.5010607057774903e-05,79.28828430175781,-0.0929395258426666,-0.8803447484970093,0.9667204022407532,2287 1418A,106.296,29.5983,20170930,21.357142857142858,3844.0,5255.0,1019751.1809270256,10970.675970138183,298,1.2423882484436035,172.68157958984375,296.4887084960937,96782.25,0.0014100096886977,159.1704559326172,-1.5875713870627806e-05,80.05511474609375,0.1583693772554397,-1.232253074645996,1.0156322717666626,3106 1419A,106.54,29.5186,20170930,25.0,3857.0,5294.0,1042786.3058859188,4137.579975026157,202,0.9080376029014589,177.29299926757812,297.0470275878906,97211.34375,0.0014601547736674,162.05551147460938,-1.595788671693299e-05,78.52670288085938,0.0429681092500686,-0.907020390033722,0.97797954082489,2102 1420A,106.65,29.6219,20170930,15.0,3841.0,5312.0,1051229.7557467974,17483.266454694432,230,0.8643895983695984,353.9853515625,297.1424560546875,97443.6875,0.0015569238457828,155.41290283203125,-1.4769753761356696e-05,78.93331146240234,-0.0906503126025199,-0.8596231341362,0.9545234441757202,4244 1421A,106.634,29.4892,20170930,21.517857142857142,3862.0,5309.0,1051652.8709537275,1675.5191351284543,289,0.7571058869361877,358.8414611816406,297.0107116699219,96942.265625,0.0016094339080154,155.85418701171875,-1.4690443094877992e-05,78.59540557861328,-0.0153747852891683,-0.7569497227668762,0.957656979560852,2171 1422A,106.364,29.4822,20170930,24.23076923076923,3863.0,5266.0,1027452.3288618114,-2005.777179969752,309,1.1014552116394043,174.13856506347656,296.8171691894531,97061.546875,0.00133132643532,166.33880615234375,-1.6672536730766296e-05,79.10214233398438,0.1125825271010398,-1.095686435699463,1.014343023300171,2568 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1427A,106.562,29.6453,20170930,17.732142857142858,3837.0,5298.0,1042999.8800928608,19303.69084542196,312,0.9604965448379515,359.2744140625,297.04376220703125,97476.0078125,0.0014778554905205,156.50218200683594,-1.535536466690246e-05,79.11072540283203,-0.0122543023899197,-0.9604184031486512,0.986663281917572,2630 1428A,106.452,29.709,20170930,16.703703703703702,3827.0,5280.0,1032242.6549261976,25652.632213008357,233,1.0794475078582764,177.72486877441406,296.6950378417969,97166.1640625,0.0014897399814799,153.10865783691406,-1.5287740097846836e-05,79.79271697998047,0.0429518148303031,-1.0785926580429075,1.0048633813858032,3649 1429A,106.513,29.389,20170930,20.375,3878.0,5290.0,1042154.877216021,-11416.575697270628,211,0.8031929135322571,174.20416259765625,297.1662902832031,97245.03125,0.0014764593215659,164.0227508544922,-1.5044684914755637e-05,78.37178802490234,0.08118137717247,-0.7990797758102417,0.9786182641983032,243 1431A,103.97275,30.72358333,20170930,41.375,3664.0,4884.0,798474.6860791672,122594.72455821229,516,1.4214282035827637,145.27940368652344,295.2474670410156,95163.5234375,0.000585350615438,142.06826782226562,-1.090874502551742e-05,76.07939910888672,0.8096972107887268,-1.1682672500610352,0.6882156133651733,3734 1432A,104.176,30.6872,20170930,38.2962962962963,3670.0,4916.0,816913.8933379711,119948.83536280002,497,1.2094842195510864,159.81275939941406,295.9076538085937,95764.25,0.0004197769158054,163.21128845214844,-1.119938042393187e-05,74.63958740234375,0.4174731075763702,-1.1351511478424072,0.7574962973594666,2779 1433A,104.079,30.5706,20170930,37.96428571428572,3689.0,4901.0,809584.498388063,105316.61911440465,479,1.3929567337036133,162.357421875,295.79071044921875,95824.921875,0.0006668487330898,164.1964111328125,-1.242170765181072e-05,76.19689178466797,0.4222854375839233,-1.3274047374725342,0.754403293132782,4460 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1438A,103.613,31.0283,20170930,30.125,3616.0,4826.0,763364.3782327079,155918.6152469598,1007,0.3385987877845764,84.38272857666016,291.26544189453125,87476.9765625,0.0037592872977256,76.5579833984375,-2.4763915007497417e-06,87.19124603271484,0.3369713723659515,0.0331576727330684,0.581916868686676,3082 1439A,106.6856,26.6029,20170930,16.423076923076927,4324.0,5318.0,1096699.3502978035,-335907.3822935134,1150,1.401541233062744,217.55984497070312,293.3609313964844,88118.5703125,0.0021637538447976,374.4056701660156,-1.134981994255213e-05,88.1509780883789,-0.8543436527252197,1.1110421419143677,0.5232759118080139,6733 1440A,106.6971,26.5689,20170930,16.270833333333332,4329.0,5320.0,1098247.1841506856,-339738.9764714702,1073,1.39423668384552,218.1766357421875,293.4482116699219,88300.8984375,0.0021611659321933,374.0703430175781,-1.1039780474675354e-05,88.18859100341797,-0.8617392182350159,1.0960389375686646,0.5313277840614319,2961 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1444A,106.6948,26.5155,20170930,22.60714285714285,4338.0,5319.0,1098775.8913877967,-345983.120999649,1093,1.3990395069122314,219.22482299804688,293.4989929199219,88366.734375,0.0021515116095542,374.4019165039063,-1.1058735253755003e-05,88.26581573486328,-0.8846815824508667,1.0838127136230469,0.5263611674308777,2861 1445A,106.7105,26.6009,20170930,28.18518518518519,4324.0,5322.0,1099053.060361704,-335862.1242795707,1105,1.385815978050232,217.6058654785156,293.4496459960937,88342.8828125,0.0021695401519536,373.5444030761719,-1.0873548490053508e-05,88.14913940429688,-0.8456403613090515,1.0978972911834717,0.5269798040390015,2359 1446A,106.7164,26.5697,20170930,22.321428571428577,4329.0,5323.0,1100039.5202645804,-339429.91370931367,1082,1.3836060762405396,218.21066284179688,293.50799560546875,88449.4765625,0.0021637082099914,373.4835815429688,-1.065116794052301e-05,88.17928314208984,-0.8558144569396973,1.0871740579605105,0.5371655225753784,4489 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1460A,90.9798,29.6588,20170930,17.796296296296298,3835.0,2805.0,-363330.7023678818,-33095.11730126552,3690,0.2615509927272796,60.635475158691406,284.6056213378906,61042.2734375,0.0023192299995571,118.8455047607422,-4.758941031468567e-06,52.34664916992188,0.2279422879219055,0.1282623559236526,0.1207347437739372,2763 1461A,91.0834,29.6292,20170930,4.903846153846153,3839.0,2821.0,-354112.7614399382,-36984.10804503016,3653,0.2806994020938873,19.884014129638672,285.3299255371094,61388.40625,0.0017541628330945,173.7548370361328,-6.045373993401881e-06,49.73735809326172,0.0954680517315864,0.2639659345149994,0.145087331533432,2324 1462A,108.882,34.2749,20170930,41.5,3096.0,5669.0,1173021.4422698806,594714.3147632418,399,0.1022942438721656,221.7426605224609,292.97955322265625,94456.6015625,0.002531410427764,82.21678924560547,-6.310165645118104e-06,74.79612731933594,-0.0681044459342956,0.0763275623321533,0.5329320430755615,2844 1463A,108.993,34.2629,20170930,41.0,3098.0,5687.0,1182542.8435848798,594613.541296176,425,0.3967950046062469,219.8200836181641,292.89813232421875,94442.90625,0.002570507582277,81.05179595947266,-6.973534709686646e-06,74.77143096923828,-0.2540929019451141,0.3047672212123871,0.50801682472229,3312 1464A,109.06,34.2572,20170930,36.85714285714285,3099.0,5698.0,1188264.3137339072,594742.0832507436,451,0.5781363248825073,218.0882873535156,292.66082763671875,94109.1875,0.0025994824245572,79.43953704833984,-6.803914857300697e-06,75.28927612304688,-0.3566289246082306,0.4550356566905975,0.5073960423469543,3944 1465A,108.94,34.2324,20170930,43.87037037037037,3103.0,5678.0,1178613.5394104267,590339.2893210872,415,0.5178983807563782,188.4127655029297,292.8801574707031,94765.3515625,0.0027657451573759,79.60183715820312,-6.364235559885856e-06,75.56229400634766,-0.0757682546973228,0.5123260021209717,0.5157585144042969,2622 1466A,108.954,34.2713,20170930,46.7962962962963,3097.0,5681.0,1179125.9453407058,595146.6917789903,409,0.2876919507980346,222.90032958984372,292.95330810546875,94471.046875,0.0025467646773904,81.69110870361328,-6.778976967325434e-06,74.74427032470703,-0.1958344578742981,0.2107499241828918,0.5175976753234863,2664 1467A,108.883,34.2303,20170930,49.05555555555557,3103.0,5669.0,1173862.048538078,589406.4972997652,406,0.4585894644260406,3.421581745147705,292.9242858886719,94881.4375,0.0027808183804154,79.28858184814453,-5.960779162705876e-06,75.60741424560547,0.0273685026913881,0.4577720463275909,0.5073146224021912,3437 1468A,108.935,34.3474,20170930,44.21428571428572,3084.0,5678.0,1176235.1159500412,603996.5749857778,378,0.6103329658508301,326.009033203125,293.6371154785156,95317.1953125,0.0020909579470753,91.91706848144533,-7.691105565754697e-06,73.72823333740234,-0.3412519991397857,-0.5060172080993652,0.5030040740966797,3160 1469A,108.906,34.1546,20170930,39.481481481481474,3115.0,5673.0,1177079.9982819865,580654.0435295325,434,0.9502509236335754,5.989930629730225,292.7558288574219,95311.84375,0.0031786367762833,82.8845443725586,-6.192782166181132e-06,77.96453094482422,0.0991591736674308,0.9450631141662598,0.5164109468460083,4001 1470A,109.2,34.6575,20170930,43.30357142857143,3035.0,5720.0,1193064.872468251,644194.9663299402,385,1.202808141708374,324.69390869140625,294.2076110839844,96473.578125,0.001834287890233,115.38809967041016,-9.054364454641473e-06,73.04881286621094,-0.6952294111251831,-0.9815311431884766,0.5093868374824524,4549 1471A,109.2186,34.3731,20170930,37.27777777777778,3080.0,5723.0,1199561.1660016882,610490.6245727157,479,0.7669598460197449,271.91558837890625,293.0979919433594,94110.578125,0.0020453708712011,83.01917266845703,-7.326172635657713e-06,74.52019500732422,-0.7665324807167053,-0.0256009604781866,0.4964555501937866,2861 1472A,108.869,34.378,20170930,45.71739130434783,3080.0,5667.0,1170182.4877360542,606859.4314352811,374,0.851030707359314,342.05633544921875,293.6816711425781,95546.9296875,0.0019642845727503,95.09934997558594,-7.517216999985976e-06,73.69708251953125,-0.2622547149658203,-0.8096145391464233,0.5261776447296143,5307 1473A,108.985,34.1978,20170930,46.39285714285714,3108.0,5686.0,1182983.7967499564,586753.9869347423,472,0.8326342105865479,187.0267791748047,292.7098693847656,94774.5625,0.0029249123763293,81.48876953125,-6.71539464747184e-06,76.56429290771484,-0.1018557623028755,0.826380729675293,0.5122525691986084,3690 1474A,109.043,34.3274,20170930,41.71428571428572,3088.0,5695.0,1185632.6224200395,602908.8461799484,386,0.4932301938533783,285.3973693847656,293.3035583496094,94723.890625,0.0022186695132404,87.11779022216797,-7.629821993759833e-06,74.16842651367188,-0.4755341112613678,-0.1309325993061065,0.4919913709163666,5379 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1492A,87.4754,43.9469,20170930,25.642857142857142,1549.0,2244.0,-547253.8338639822,1709963.2113203043,595,0.2886917293071747,40.83621597290039,293.3905029296875,93430.7265625,0.0002844028640538,124.2716293334961,-5.5182413234433625e-06,28.687944412231445,0.1887706220149994,0.2184228897094726,0.2512043118476867,3356 1493A,87.5525,43.8711,20170930,25.67857142857143,1561.0,2256.0,-542360.4974790245,1700275.5006674514,754,0.2573689520359039,66.71436309814453,292.16387939453125,91801.5234375,0.000344859494362,135.58447265625,-6.014894552208716e-06,30.831880569458008,0.2364016026258468,0.1017499789595604,0.2674663960933685,3020 1494A,87.6432,43.831,20170930,22.67857142857143,1567.0,2271.0,-536135.2363282131,1694878.70007666,845,0.2985544502735138,104.34986114501952,291.180908203125,90628.9609375,0.0003888685023412,144.48574829101562,-6.424822913686512e-06,32.14174270629883,0.2892436683177948,-0.0739788636565208,0.2535244524478912,3076 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1515A,113.135,27.8244,20170930,36.31481481481482,4128.0,6350.0,1669966.1224436602,-103001.20959337208,47,1.22291898727417,354.7766418457031,298.6629638671875,100136.6484375,0.0014648563228547,215.61073303222656,-2.0438221326912757e-05,77.33197021484375,-0.111442781984806,-1.2178306579589844,0.7906334400177002,2006 1518A,113.095,27.8867,20170930,36.65384615384615,4118.0,6343.0,1664979.4228097233,-96459.08699816838,65,1.3199249505996704,354.33551025390625,298.574951171875,100055.8359375,0.0013995979679748,219.86251831054688,-2.040253093582578e-05,77.33089447021484,-0.1303986459970474,-1.3134679794311523,0.8067163825035095,3890 1519A,113.167,27.8667,20170930,27.60714285714285,4121.0,6355.0,1671962.4049047376,-97554.73998022109,59,1.2002177238464355,353.71075439453125,298.6852111816406,100130.265625,0.0014324350049719,212.74319458007807,-1.960158988367766e-05,77.22956085205078,-0.131588876247406,-1.1929824352264404,0.8005039095878601,4329 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1585A,109.8756,40.6532,20170930,36.67857142857143,2076.0,5828.0,1139586.4185066288,1372424.8344859816,1057,0.7383727431297302,258.0043640136719,290.9958190917969,88798.2578125,0.0003601445932872,197.4284210205078,-9.266767847293522e-06,39.51945877075195,-0.722243070602417,0.1534903198480606,0.346231460571289,3160 1586A,109.8104,40.6575,20170930,20.857142857142858,2075.0,5818.0,1134550.704200461,1372189.500410807,1066,0.7185992002487183,255.82553100585935,291.10406494140625,88896.25,0.0003330653416924,196.79933166503903,-9.242986379831564e-06,39.35797500610352,-0.6967142224311829,0.1759945154190063,0.3380101323127746,1808 1587A,110.0067,40.5905,20170930,28.73214285714285,2086.0,5849.0,1150716.7267010938,1366384.0032361057,1033,0.7187505960464478,258.3204345703125,291.19854736328125,89199.0859375,0.0004425342194736,199.5621795654297,-9.730033525556792e-06,40.45676803588867,-0.7038630843162537,0.1455308347940445,0.2981350421905517,1923 1588A,109.8538,40.6821,20170930,30.714285714285715,2071.0,5825.0,1137397.585112242,1375661.5005682171,1071,0.7632611989974976,259.3597412109375,290.6882019042969,88381.28125,0.0003560205805115,196.30389404296875,-8.995765711006243e-06,39.237552642822266,-0.7501318454742432,0.1409606337547302,0.3244596421718597,3476 1589A,109.8654,40.6288,20170930,32.07142857142857,2079.0,5826.0,1139260.0927347871,1369360.7454669557,1055,0.7148751020431519,256.0800170898437,291.2636108398437,89149.0234375,0.000351826311089,197.93951416015625,-9.441674592380878e-06,39.64624786376953,-0.6938744187355042,0.1720020622014999,0.3459493815898895,2622 1590A,110.0377,40.5546,20170930,28.73214285714285,2091.0,5854.0,1153743.5459229772,1362414.7680578046,1008,0.668042778968811,241.1048583984375,291.2204284667969,89192.984375,0.0004630404291674,198.19178771972656,-9.860789759841282e-06,40.9160385131836,-0.5848649740219116,0.322822093963623,0.3598752915859222,2485 1591A,110.0023,39.8129,20170930,23.10714285714285,2210.0,5848.0,1164815.7018660689,1272533.0977150756,1453,2.376525640487671,23.99715232849121,288.7751770019531,85798.8828125,0.000866864924319,233.4088134765625,-2.226820470241364e-05,54.11300277709961,0.9664852023124696,2.171124219894409,0.2743096649646759,2027 1592A,109.9486,39.8261,20170930,28.35185185185185,2208.0,5840.0,1160434.5733191592,1273489.105423313,1465,2.364349603652954,22.867605209350582,288.85089111328125,85873.5,0.0008634707191959,234.83660888671875,-2.1199150069151077e-05,53.48712539672852,0.9187678098678588,2.178534984588623,0.2830104827880859,2811 1593A,109.7736,39.5986,20170930,19.035714285714285,2244.0,5812.0,1151108.5259831978,1244003.0072167134,1301,1.8665363788604736,14.322102546691896,289.24932861328125,86553.0390625,0.0007122118258848,209.0242919921875,-1.4699241546622945e-05,55.323036193847656,0.4617169201374054,1.808528542518616,0.2635433375835418,4464 1594A,109.8119,39.5989,20170930,28.80357142857143,2244.0,5818.0,1154064.62943183,1244488.4352264225,1287,1.896769642829895,15.382038116455078,289.360595703125,86792.3828125,0.0007174403290264,208.85934448242188,-1.5789661119924858e-05,55.65653991699219,0.5031113028526306,1.8288286924362185,0.2595204412937164,4216 1595A,109.9734,39.7884,20170930,24.48214285714285,2214.0,5844.0,1163042.862897224,1269237.1739986686,1436,2.2875969409942627,23.32419776916504,288.7681884765625,85796.8125,0.0008456370560452,232.12112426757807,-2.1218649635557085e-05,54.34563446044922,0.905710756778717,2.100663661956787,0.2658885717391968,2841 1596A,122.2414,40.6592,20170930,21.571428571428577,2075.0,7807.0,2067961.71907158,1575242.6069631712,1,2.454392433166504,186.26547241210935,292.70416259765625,101058.9609375,0.001707857241854,306.3954162597656,-6.526894867420197e-05,63.1999626159668,-0.2678532302379608,2.439733028411865,0.6245948076248169,2073 1597A,122.2703,40.7094,20170930,28.66666666666667,2067.0,7811.0,2068419.1699312376,1581747.6238909771,1,2.3905341625213623,186.55465698242188,292.6049499511719,101078.59375,0.0017472469480708,290.7958679199219,-4.990799425286241e-05,62.82298278808594,-0.2728730738162994,2.3749091625213623,0.5744801163673401,3198 1598A,122.215,40.6511,20170930,20.107142857142858,2076.0,7802.0,2066279.668826488,1573735.7174838046,-5,2.49236273765564,185.7696990966797,292.7746887207031,101051.96875,0.001699642278254,320.4520263671875,-7.45276702218689e-05,63.41706848144531,-0.2505497932434082,2.4797372817993164,0.5973162055015564,3188 1600A,124.3303,40.0625,20170930,19.240740740740737,2170.0,8141.0,2243394.661950886,1551222.956438772,8,0.2732250988483429,130.8211669921875,290.6941223144531,100677.8671875,0.0027966152410954,177.92430114746094,-2.5103447114815932e-05,76.40128326416016,0.2067760527133941,-0.1785934269428253,0.4842996597290039,2599 1601A,124.4256,40.1503,20170930,19.821428571428573,2156.0,8156.0,2247304.215381009,1563639.5587508453,6,0.1394479274749755,345.1573791503906,290.3638610839844,100564.1171875,0.0025032581761479,164.1614990234375,-1.405845432600472e-05,77.63990783691406,-0.0357331372797489,-0.1347919404506683,0.5228680968284607,3584 1602A,124.3933,40.1461,20170930,19.98148148148148,2157.0,8151.0,2245062.5035621133,1562411.4166237395,25,0.135305106639862,175.4651641845703,290.3515319824219,100494.46875,0.0025469854008406,163.50784301757812,-1.497574703535065e-05,77.64781951904297,0.0107101267203688,-0.1348805576562881,0.525471031665802,3465 1603A,124.3678,40.1194,20170930,18.982142857142858,2161.0,8147.0,2244132.600214389,1558715.1596243945,17,0.1640479266643524,157.5553436279297,290.41778564453125,100521.0859375,0.0026851692236959,167.38690185546875,-1.802424412744585e-05,77.31111907958984,0.0626442804932594,-0.1516160070896148,0.4861555993556976,2554 1604A,122.0247,41.1556,20170930,27.69642857142857,1995.0,7772.0,2035459.992169629,1629065.6048470377,4,1.93907368183136,8.89222526550293,291.3697509765625,101174.1328125,0.0019843359477818,270.1164855957031,-1.3553501048590988e-05,63.87263107299805,0.2997262477874756,1.9157689809799197,0.4978720545768738,4337 1605A,122.0539,41.0903,20170930,24.55357142857143,2006.0,7777.0,2039772.966763095,1621991.3731828262,3,1.9691016674041748,6.876264572143555,291.54376220703125,101250.71875,0.0020893919281661,274.5867614746094,-1.6979858628474176e-05,63.597469329833984,0.2357446402311325,1.9549387693405151,0.5271481871604919,3865 1606A,121.835,41.1042,20170930,25.33333333333333,2003.0,7742.0,2023224.6223259545,1619100.7577398848,2,1.9400709867477417,8.610487937927246,291.921630859375,101162.046875,0.0018017687834799,278.2936096191406,-1.49938296090113e-05,64.3208999633789,0.2904518246650696,1.918205738067627,0.5605220198631287,6386 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1688A,110.9067,21.6669,20170930,21.48214285714285,5113.0,5993.0,1582172.2461283829,-845648.9609119704,18,1.5215327739715576,261.15924072265625,300.0237121582031,100609.9140625,0.0042166686616837,175.2766876220703,-1.792878902051598e-05,86.59683990478516,-1.503446102142334,0.2339054197072982,0.4324631989002228,4055 1689A,110.8592,21.6828,20170930,21.55555555555556,5111.0,5985.0,1577195.652522287,-844612.3309775222,16,1.50312602519989,260.332275390625,300.0450439453125,100636.5390625,0.0041321730241179,174.78074645996094,-1.7694164853310212e-05,86.15320587158203,-1.4817684888839722,0.2524877190589905,0.4344558417797088,5054 1690A,116.1278,24.3289,20170930,25.75,4687.0,6828.0,2028900.049341138,-447698.42325557256,113,0.6543295979499817,197.3396759033203,299.89678955078125,98915.1484375,0.0012283793184906,140.53939819335938,-1.3114518878865056e-05,75.9196548461914,-0.1950081586837768,0.6245951056480408,0.4014069139957428,5744 1691A,116.0797,24.2719,20170930,28.35714285714285,4697.0,6821.0,2025761.5984431107,-455159.15490481566,86,0.6689506769180298,200.30661010742188,299.6634521484375,98440.5859375,0.0012502792524173,144.7994842529297,-1.3327118722372688e-05,75.86233520507812,-0.232148602604866,0.6273770928382874,0.3994607627391815,3349 1692A,116.1248,24.2654,20170930,29.464285714285715,4698.0,6828.0,2030189.843191271,-454965.8424819826,100,0.699855625629425,201.5440826416016,299.6299743652344,98530.65625,0.0012425639433786,139.9855194091797,-1.300590065511642e-05,76.43229675292969,-0.2569915950298309,0.650963306427002,0.4272713363170624,3306 1696A,114.6778,23.7569,20170930,27.09615384615385,4779.0,6596.0,1904794.0857942463,-541658.8867839425,55,0.2415148466825485,206.94200134277344,299.99432373046875,99213.296875,0.003620637813583,112.43049621582033,-2.8665926947724078e-05,84.0666732788086,-0.1094245761632919,0.2153037041425705,0.4680830240249634,2412 1697A,114.6944,23.7586,20170930,26.54,4779.0,6599.0,1906340.17052293,-541143.933139435,44,0.2488391995429992,209.0506591796875,300.02740478515625,99387.6171875,0.0036212892737239,112.29624938964844,-2.8191099772811867e-05,84.03054809570312,-0.1208287924528122,0.2175347208976745,0.4706310629844665,2940 1698A,114.6892,23.7233,20170930,23.67857142857143,4784.0,6598.0,1906657.5892924385,-545252.5686774066,41,0.272601306438446,210.69888305664065,299.9159851074219,99134.421875,0.0036813891492784,111.2941436767578,-2.7559115551412106e-05,84.22647857666016,-0.1391664147377014,0.2344017624855041,0.4752185046672821,2425 1699A,111.9786,21.8586,20170930,25.23214285714285,5083.0,6165.0,1683977.5454464268,-806139.319777753,7,0.7903017997741699,272.1351928710937,299.95513916015625,100510.625,0.0052651767618954,152.66162109375,-1.644256008148659e-05,87.07344055175781,-0.7897545099258423,-0.0294070057570934,0.4302004277706146,4591 1700A,111.9508,21.8536,20170930,25.464285714285715,5084.0,6160.0,1681346.25577274,-807180.9640077633,5,0.7803757786750793,272.5277099609375,299.9044494628906,100387.9453125,0.0051898625679314,152.9268035888672,-1.8085438568959944e-05,87.03434753417969,-0.7796180844306946,-0.0343797095119953,0.4320071339607239,2766 1701A,111.9494,21.865,20170930,22.16666666666667,5082.0,6160.0,1680984.090412361,-805915.3515098561,7,0.7606402635574341,273.6650695800781,299.8724365234375,100368.125,0.0052187666296958,147.7329559326172,-1.718108615023084e-05,87.26518249511719,-0.7590869665145874,-0.0485864728689193,0.425008475780487,2582 1702A,113.0425,23.6936,20170930,30.839285714285715,4789.0,6335.0,1749702.6867738983,-579268.5600354346,13,0.4640269577503204,230.99888610839844,300.19012451171875,99971.203125,0.003286630148068,95.34774780273438,-1.171465828520013e-05,82.99581909179688,-0.3606033325195312,0.2920381128787994,0.5696256160736084,1461 1703A,113.0208,23.7106,20170930,31.910714285714285,4786.0,6331.0,1747262.832334441,-577718.6275571218,13,0.4495289921760559,231.6241912841797,300.0712585449219,99740.3359375,0.0033220336772501,94.26043701171876,-1.1622416423051618e-05,83.16593933105469,-0.3524033725261688,0.2790845334529876,0.584011971950531,2579 1705A,116.6339,23.6714,20170930,30.285714285714285,4793.0,6909.0,2093378.0221197691,-511547.168014074,17,0.6589447855949402,255.4297790527344,299.4403076171875,100826.4375,0.0033730284776538,137.54583740234375,-1.975189479708206e-05,87.8724136352539,-0.6377467513084412,0.1657930463552475,0.4104103744029999,3712 1706A,116.6447,23.6706,20170930,22.18518518518519,4793.0,6911.0,2094426.36193087,-511407.4339609547,18,0.655789315700531,255.6213531494141,299.3873596191406,100679.5,0.0033502492588013,139.0439910888672,-2.0088937162654474e-05,87.92752838134766,-0.6352408528327942,0.162876158952713,0.3727263212203979,2451 1708A,116.3697,23.5353,20170930,26.092592592592588,4814.0,6867.0,2071619.9814654037,-532528.3934970972,8,0.7009618282318115,258.16552734375,299.2298583984375,100127.1328125,0.0038344678469002,127.47767639160156,-1.832923589972779e-05,85.1409683227539,-0.6860565543174744,0.14378422498703,0.385844886302948,2206 1709A,116.3242,23.5486,20170930,22.31481481481481,4812.0,6860.0,2066947.1946345128,-531983.3617690306,6,0.6806612014770508,254.94818115234372,299.1843566894531,100119.5,0.0037780879065394,118.93670654296876,-1.6009715182008222e-05,85.31130981445312,-0.6573018431663513,0.1767879128456115,0.3989709615707397,3085 1710A,116.3594,23.5739,20170930,24.240740740740737,4808.0,6865.0,2069673.62946269,-528382.5836535684,31,0.698769748210907,254.84963989257807,299.1097412109375,99967.8203125,0.0037804753519594,121.15609741210938,-1.6455771401524544e-05,85.63702392578125,-0.6744757294654846,0.1826516240835189,0.3933521509170532,5388 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1723A,113.2994,40.0758,20170930,36.2037037037037,2168.0,6376.0,1412176.251040361,1347391.3963572923,1044,1.1686736345291138,77.66829681396484,288.99078369140625,88702.4609375,0.000482318282593,90.58597564697266,-7.102883046172792e-06,50.708343505859375,1.1416994333267212,0.2496404200792312,0.3721341788768768,2450 1724A,113.3444,40.0917,20170930,30.142857142857142,2165.0,6383.0,1415248.4148736016,1349945.4090014736,1063,1.0622202157974243,77.16757202148438,289.1347045898437,88699.078125,0.0004032589495182,92.27135467529295,-7.086433470249176e-06,49.97672271728516,1.035680651664734,0.2359605580568313,0.3326208293437958,3139 1725A,113.2661,40.1269,20170930,35.232142857142854,2160.0,6371.0,1408483.6377929936,1353041.4643551658,1088,1.1976585388183594,83.53064727783203,288.3558654785156,88054.6953125,0.0005791288567706,92.12942504882812,-7.000067398621468e-06,51.43328475952149,1.1900262832641602,0.1349935084581375,0.3021444678306579,2591 1726A,113.2711,40.0844,20170930,32.17857142857143,2167.0,6371.0,1409823.5574941826,1348016.300963308,1059,1.2518714666366575,80.27403259277344,288.6307678222656,88357.7421875,0.0005602035089395,90.1650390625,-7.0801670517539605e-06,51.29791259765625,1.233869552612305,0.2115374058485031,0.3338140249252319,2114 1727A,113.1097,36.1542,20170930,61.92857142857143,2795.0,6346.0,1485084.6164099113,875952.9462575667,943,1.4830695390701294,1.145892858505249,289.7315979003906,90163.828125,0.0007060160278342,123.49652862548828,-5.231679551798152e-06,71.93084716796875,0.0296626258641481,1.482772946357727,0.4594143331050873,2909 1728A,113.0972,36.1939,20170930,61.82142857142857,2789.0,6344.0,1483190.8396978204,880489.7112817134,929,1.4710148572921753,2.061336040496826,289.7853698730469,90263.03125,0.0006968003581278,123.06932067871094,-5.348427293938585e-06,71.40863037109375,0.0529136136174202,1.4700629711151123,0.4869199991226196,2741 1730A,113.0886,36.2126,20170930,61.5,2786.0,6342.0,1482079.4908111223,882586.0441517455,921,1.4639323949813845,2.514735221862793,289.81268310546875,90338.484375,0.0006949582020752,123.01079559326172,-5.4265838116407394e-06,71.16267395019531,0.0642316341400146,1.4625226259231567,0.4701187014579773,2417 1731A,113.0844444,36.1855,20170930,61.46,2790.0,6341.0,1482343.4098112884,879297.2939209496,923,1.4905716180801392,2.297870635986328,289.8544006347656,90417.2421875,0.0007022336358204,123.5536651611328,-5.362033334677108e-06,71.45987701416016,0.059761457145214,1.4893730878829956,0.4690352380275726,2531 1733A,111.5531,36.0783,20170930,59.46428571428572,2808.0,6096.0,1360243.984998099,844368.3913091259,461,0.4879102706909179,13.238749504089355,292.8180847167969,94549.0546875,0.0006889355718158,56.37788772583008,-4.875609647569945e-06,68.19801330566406,0.1117326915264129,0.4749444425106048,0.4495660066604614,2388 1734A,111.5028,36.0714,20170930,60.55357142857143,2809.0,6088.0,1356289.2270501684,842849.6057516778,449,0.5789233446121216,41.59120178222656,292.6269836425781,94324.28125,0.0007432948914356,54.62590789794922,-4.788927526533371e-06,68.30037689208984,0.3842865824699402,0.4329850077629089,0.3887108564376831,2079 1735A,111.5169,36.0822,20170930,60.16071428571429,2807.0,6091.0,1357218.3810619283,844333.2561783695,453,0.5304004549980164,32.71633529663086,292.7855224609375,94524.6171875,0.0007190051255747,55.551639556884766,-4.815659394807881e-06,68.26423645019531,0.2866633832454681,0.4462608098983764,0.4787538647651672,2119 1736A,111.5025,36.0875,20170930,65.91071428571429,2806.0,6088.0,1355939.0139062493,844767.0044048904,440,0.583426833152771,42.49611282348633,292.6365966796875,94362.0703125,0.0007372465915977,55.12211227416992,-4.778292350238189e-06,68.32252502441406,0.3941188156604767,0.4301827549934387,0.4648902118206024,2375 1737A,111.4917,36.0417,20170930,58.41071428571429,2813.0,6087.0,1355986.122318955,839151.8688522534,450,0.590912938117981,43.354339599609375,292.591796875,94264.8671875,0.0007573813199996,53.91914367675781,-4.798322152055334e-06,68.34500885009766,0.4056569635868072,0.4296748638153076,0.4394416809082031,3498 1738A,113.5753,37.8564,20170930,54.92857142857143,2523.0,6420.0,1484010.913477135,1085897.9542149482,699,0.7837592363357544,63.06124496459961,290.576171875,91446.1875,0.0003024670295417,80.6080551147461,-4.800996521225898e-06,69.91385650634766,0.6987029910087585,0.355095237493515,0.438304990530014,2445 1739A,113.4922,37.8792,20170930,56.53571428571429,2519.0,6407.0,1476932.2220539914,1087367.8336793524,814,0.6795017123222351,71.16828918457031,289.8800964355469,90331.4921875,0.0003199540078639,80.16259765625,-4.314212674216833e-06,70.8656005859375,0.6431204676628113,0.2193597108125686,0.4679921567440033,4051 1740A,113.5922,37.8561,20170930,53.92857142857143,2523.0,6423.0,1485351.7954555082,1086117.5004785748,679,0.8062394857406616,62.32240295410156,290.751708984375,91762.421875,0.0003038122958969,80.2254638671875,-4.896365680906456e-06,69.74153137207031,0.7139738202095032,0.3745177984237671,0.4777246415615082,2388 1741A,113.6292,37.8531,20170930,55.66071428571429,2524.0,6429.0,1488341.0136717637,1086319.2934774538,657,0.852242648601532,59.79055404663086,291.0151672363281,92211.34375,0.0003000794677063,79.97579956054688,-5.114253326610196e-06,69.35685729980469,0.7364879846572876,0.4288391172885895,0.4392672181129455,3722 1742A,113.5689,37.8694,20170930,51.518518518518526,2521.0,6419.0,1483208.8968859152,1087353.1787178563,691,0.7731363773345947,65.61746215820312,290.5615234375,91469.7578125,0.0003147449169773,79.69095611572266,-4.718439868156565e-06,70.06591033935547,0.7041692137718201,0.3191952407360077,0.4551388323307037,2385 1743A,113.5158,37.85,20170930,43.46,2524.0,6411.0,1479459.5597866797,1084236.6840652756,1015,0.7194616198539734,64.4038314819336,290.02490234375,90426.828125,0.0002923289721366,82.28357696533203,-4.538860139291501e-06,70.3777084350586,0.6488444209098816,0.3108471632003784,0.4406693577766418,6393 1744A,118.9233,42.2814,20170930,20.607142857142858,1815.0,7276.0,1773620.8859640586,1702038.7470028251,568,1.9444279670715328,52.60147857666016,288.8143615722656,93976.25,0.0008017133804969,251.0990753173828,-7.219121016532881e-06,53.711402893066406,1.5446805953979492,1.181000590324402,0.4458345472812652,1880 1745A,118.9572,42.2725,20170930,19.732142857142858,1816.0,7281.0,1776347.102873938,1701594.2290390576,567,1.9230667352676392,50.43742752075195,288.78338623046875,93963.359375,0.0007959961658343,249.0254669189453,-7.292715054063592e-06,53.61372375488281,1.482516884803772,1.2248791456222534,0.4242908358573913,1653 1746A,118.8789,42.2556,20170930,19.392857142857142,1819.0,7269.0,1771153.9819518193,1698173.7647361069,586,2.008735418319702,53.52767181396485,288.62811279296875,93644.3125,0.0007852101116441,252.5997467041016,-7.088944585120771e-06,53.96856689453125,1.6152796745300293,1.1941062211990356,0.3976225554943084,3651 1748A,123.044,41.1196,20170930,20.660714285714285,2001.0,7935.0,2111414.3238782254,1646346.9039128367,86,1.988566279411316,194.44517517089844,290.4847106933594,100235.8515625,0.0018968963995575,205.7216339111328,-9.00060695130378e-06,65.51802825927734,-0.4960404336452484,1.9257049560546875,0.45576211810112,6845 1749A,123.011,41.0931,20170930,18.696428571428573,2005.0,7930.0,2109908.207939182,1642530.5238319137,90,1.971890330314636,194.44525146484372,290.52349853515625,100215.1875,0.0019145942060276,207.66932678222656,-9.058452633325942e-06,65.2132797241211,-0.4918835461139679,1.9095555543899536,0.484129935503006,6880 1750A,123.0485,41.1442,20170930,21.303571428571427,1997.0,7936.0,2110897.322202072,1649328.2398295,45,2.0077104568481445,193.95314025878903,290.532958984375,100380.1953125,0.0018931025406345,205.8361968994141,-9.047086678037886e-06,65.13090515136719,-0.4841012060642242,1.9484729766845703,0.5007761120796204,3498 1751A,122.9642,41.0971,20170930,23.0,2005.0,7922.0,2106341.565720351,1641995.548286412,33,1.9687957763671875,193.37733459472656,290.7201843261719,100526.2109375,0.0019408426014706,211.39007568359372,-9.0304738478153e-06,64.2933120727539,-0.4554931223392486,1.915380597114563,0.5077065229415894,2329 1752A,122.9481,41.0833,20170930,20.857142857142858,2007.0,7920.0,2105634.975302956,1640031.9102346364,30,1.9564939737319944,193.5227508544922,290.7338256835937,100517.0625,0.0019528734264895,211.9835205078125,-9.011345355247611e-06,64.33155059814453,-0.4574764370918274,1.9022575616836548,0.4674966335296631,2749 1753A,123.0156,41.0831,20170930,21.142857142857142,2007.0,7930.0,2110588.974538874,1641456.6442553208,89,1.95633602142334,194.8153381347656,290.4737854003906,100095.9921875,0.0019225506111979,207.38247680664065,-9.054872862179764e-06,65.47441864013672,-0.5002298355102539,1.8913013935089111,0.4774195849895477,4237 1754A,123.1289,41.0228,20170930,18.65384615384616,2016.0,7949.0,2120971.258032937,1636826.6607003792,188,1.8343422412872317,198.65966796875,290.0187683105469,98923.765625,0.0019239051034674,195.9743804931641,-8.170427463483065e-06,70.15152740478516,-0.5868737697601318,1.7379270792007446,0.4175593256950378,6885 1755A,123.81,41.8469,20170930,21.87037037037037,1885.0,8058.0,2141747.097157403,1748149.8672070254,87,1.8662961721420288,193.3913726806641,289.5958251953125,99984.1796875,0.0025453472044318,208.7783203125,-1.0258259862894192e-05,69.0956039428711,-0.4322246015071869,1.8155559301376345,0.4479577541351318,2365 1756A,123.9169,41.8828,20170930,24.60714285714285,1879.0,8075.0,2148190.082433711,1754686.4471814015,85,1.7833895683288574,192.1348419189453,289.40679931640625,99801.796875,0.0024970679078251,208.6492156982422,-1.1320429621264338e-05,70.31599426269531,-0.3748806715011596,1.7435431480407717,0.5074191689491272,3258 1757A,124.0383,41.8625,20170930,20.553571428571427,1882.0,8094.0,2157668.3340934566,1754970.6166507725,101,1.6590074300765991,192.08827209472656,289.25799560546875,99701.40625,0.002192533807829,200.9375457763672,-1.1553197509783786e-05,71.9039077758789,-0.3474163115024566,1.6222230195999146,0.4333478808403015,2392 1758A,123.9,41.8594,20170930,16.678571428571427,1883.0,8072.0,2147800.7700708173,1751577.8188876722,29,1.800693392753601,192.93820190429688,289.4700012207031,99875.7265625,0.0024625288788229,206.7875061035156,-1.0895350897044407e-05,70.2036361694336,-0.403163343667984,1.7549803256988523,0.4924635291099548,2414 1759A,124.0878,41.8864,20170930,10.25,1878.0,8102.0,2160385.5978294485,1758854.6593281084,112,1.600407600402832,191.06222534179688,289.17449951171875,99603.0234375,0.0021374814677983,199.8834381103516,-1.1922728845092934e-05,72.28730773925781,-0.3070689737796783,1.5706727504730225,0.4024868905544281,4323 1760A,123.7117,41.8417,20170930,17.055555555555557,1885.0,8042.0,2134832.1996028707,1745401.7176811968,63,1.907129406929016,192.96224975585935,289.6953430175781,100139.53125,0.0025875074788928,211.7237243652344,-9.7533784355619e-06,67.72555541992188,-0.4277737438678741,1.858534932136536,0.4394145905971527,5163 1761A,123.8436,41.3283,20170930,13.571428571428571,1968.0,8063.0,2162520.963834262,1688183.3976338292,162,1.4778740406036377,204.9313201904297,288.5226135253906,98305.828125,0.0016087315743789,162.4896697998047,-6.994317573116859e-06,77.96429443359375,-0.6229532957077026,1.3401644229888916,0.4162746667861938,3870 1762A,123.7528,41.3369,20170930,16.660714285714285,1966.0,8048.0,2155605.823024821,1687194.6471225638,188,1.6053738594055176,205.14584350585935,288.778076171875,98616.1328125,0.0016726789763197,165.82888793945312,-6.981904789427063e-06,76.1831283569336,-0.682142972946167,1.453239917755127,0.423839122056961,6352 1763A,123.7308,41.3047,20170930,17.321428571428573,1971.0,8045.0,2155138.321420878,1682943.2569828094,144,1.574306607246399,205.4936981201172,288.728515625,98614.3046875,0.0016988954739645,165.2552490234375,-7.108419595169835e-06,76.60836791992188,-0.6775818467140198,1.4210293292999268,0.4464010298252105,4744 1764A,123.7669,41.2864,20170930,14.625,1974.0,8051.0,2158414.030184994,1681593.863599617,191,1.49517023563385,205.6517333984375,288.5805358886719,98369.4765625,0.0016762621235102,162.83123779296875,-6.48862760499469e-06,77.70777130126953,-0.647240936756134,1.3478178977966309,0.4377851188182831,2685 1765A,123.7989,41.2692,20170930,16.62962962962963,1977.0,8056.0,2161353.3157183914,1680284.483680537,308,1.417612910270691,205.7895355224609,288.4170227050781,97996.6484375,0.001662777038291,161.02029418945312,-6.301347639237065e-06,78.62635040283203,-0.6167392134666443,1.2764244079589844,0.4331789910793304,7749 1766A,123.8142,41.3472,20170930,19.21153846153846,1965.0,8058.0,2159712.486465225,1689748.3516271932,161,1.5529165267944336,204.9996795654297,288.637939453125,98473.390625,0.0016147086862474,164.30923461914062,-7.162183919717791e-06,77.02894592285156,-0.6562646627426147,1.4074325561523438,0.4529895782470703,4099 1767A,121.0986,41.0781,20170930,16.607142857142858,2008.0,7624.0,1969871.9348905915,1601063.1458610937,31,2.224811553955078,19.15397071838379,292.4228210449219,100490.9296875,0.00055670842994,304.608154296875,-4.068094858666882e-05,66.9259262084961,0.7299574017524719,2.101653814315796,0.5389187335968018,4354 1769A,121.2008,41.1219,20170930,25.410714285714285,2001.0,7640.0,1975992.0905533943,1608279.2150193194,16,2.2546815872192383,17.65059471130371,292.2465515136719,100547.4453125,0.0006569116958416,305.5914611816406,-4.171144973952323e-05,66.85418701171875,0.6836261749267578,2.148544788360596,0.5422976016998291,5229 1770A,121.1178,41.1222,20170930,25.85185185185185,2001.0,7627.0,1969871.1912158064,1606648.0359981654,29,2.1346731185913086,18.903797149658203,292.1916198730469,100364.2578125,0.0005704758223146,292.63671875,-3.3591899409657344e-05,66.87885284423828,0.6915717720985413,2.0195438861846924,0.5432654619216919,2008 1771A,121.1303,41.1386,20170930,26.017857142857142,1998.0,7629.0,1970264.929181325,1608832.4255924085,44,2.1053199768066406,18.682579040527344,292.0747985839844,100309.0234375,0.0005825439002364,287.8004455566406,-3.053597902180627e-05,66.8665771484375,0.6743674278259277,1.9943923950195312,0.5216705799102783,3103 1772A,126.555,43.8875,20170930,12.982142857142858,1558.0,8497.0,2260211.196128348,2047796.0981131687,189,1.416006326675415,15.565629959106444,286.3923645019531,97984.078125,0.0014441527891904,175.5890655517578,-1.806818545446731e-05,69.63336181640625,0.3799628019332886,1.3640755414962769,0.3366610407829284,1588 1773A,126.5844,43.8358,20170930,12.25,1566.0,8501.0,2264245.2439740896,2042462.892833344,192,1.3670610189437866,14.564031600952148,286.3820495605469,97696.109375,0.0014678458683192,175.94349670410156,-2.0955969375791028e-05,70.01405334472656,0.3437537252902984,1.3231360912322998,0.3190224170684814,2491 1774A,126.4978,43.8228,20170930,9.714285714285714,1568.0,8488.0,2258753.289439623,2038958.3734833533,211,1.4765653610229492,16.62220573425293,286.4477233886719,97766.4765625,0.0014060843968763,175.2340545654297,-1.8253085727337748e-05,69.53120422363281,0.4223737716674804,1.4148659706115725,0.2932516038417816,3754 1775A,126.5786,43.8947,20170930,9.267857142857142,1557.0,8501.0,2261564.3776188777,2049176.1385136044,190,1.3854920864105225,14.63140869140625,286.4264831542969,97944.3046875,0.0014587170444428,175.52798461914062,-1.8460046703694388e-05,69.758056640625,0.3499652147293091,1.3405643701553345,0.3075978755950928,2905 1776A,126.55,43.8256,20170930,11.642857142857142,1568.0,8496.0,2262258.9367890186,2040484.8073530851,195,1.4076229333877563,15.396903038024902,286.38580322265625,97688.6953125,0.0014451052993535,175.7274627685547,-2.025772118940949e-05,69.86334991455078,0.3737187683582306,1.3571059703826904,0.3223350346088409,2802 1778A,126.6772,43.7256,20170930,11.571428571428571,1584.0,8516.0,2274943.7170248423,2031798.9813755704,248,1.1728992462158203,14.35025405883789,287.072265625,97611.8984375,0.00158807344269,176.5884246826172,-2.908525129896589e-05,71.20601654052734,0.2906932532787323,1.1363054513931274,0.3045282959938049,2014 1779A,123.9305,47.3636,20170930,14.410714285714285,1002.0,8077.0,1954309.1163478224,2397572.867887756,148,1.2525979280471802,55.31972885131836,286.66534423828125,99224.6640625,0.0006702512619085,303.3641967773437,-2.3169857740867883e-05,63.81975173950195,1.0300410985946655,0.7127529978752136,0.2781667709350586,2942 1780A,123.9305,47.3386,20170930,10.096153846153848,1006.0,8077.0,1955198.092731969,2394641.3231566343,150,1.247005820274353,55.06245040893555,286.6977233886719,99225.1875,0.00066928146407,303.0780944824219,-2.3066675566951744e-05,63.92861175537109,1.0222461223602295,0.71416836977005,0.2878157198429107,4501 1781A,123.9483,47.3227,20170930,10.410714285714286,1008.0,8080.0,1956931.799172405,2393131.24109213,149,1.2460145950317385,54.9959716796875,286.71832275390625,99224.5625,0.0006692325114272,303.9961853027344,-2.332741314603481e-05,64.02040100097656,1.0206048488616943,0.7147852778434753,0.3013702034950256,2527 1782A,123.6261,47.203,20170930,11.962962962962964,1028.0,8028.0,1939987.2505609968,2372698.98500385,152,1.0929715633392334,51.30183029174805,286.5058288574219,99199.515625,0.0007060574134811,285.6351928710937,-2.080009107885417e-05,63.99095153808594,0.8529919981956482,0.6833677291870117,0.2695347964763641,2597 1783A,123.945,47.2988,20170930,19.089285714285715,1012.0,8079.0,1957565.4996471936,2390263.0320193893,145,1.240241289138794,54.72113037109375,286.7493896484375,99225.2109375,0.0006679334328509,303.388671875,-2.3090633476385847e-05,64.11664581298828,1.0124515295028689,0.7163380980491638,0.3100369274616241,3190 1784A,129.61,44.56100000000001,20170930,15.053571428571429,1450.0,8986.0,2441859.814401269,2198805.639663148,234,1.2748781442642212,35.11015319824219,285.5345153808594,97447.1171875,0.0011610907968133,208.38507080078125,-1.1850517694256268e-05,70.91412353515625,0.733227550983429,1.0429245233535769,0.2418836057186126,2263 1785A,129.6115,44.5782,20170930,13.375,1448.0,8986.0,2441233.9493402103,2200821.4957874217,234,1.2803752422332764,35.98566055297852,285.5233154296875,97430.265625,0.0011626378400251,209.3492431640625,-1.1804924724856392e-05,70.96524047851562,0.7523074150085449,1.0360475778579712,0.2208752483129501,1520 1786A,129.5902,44.5952,20170930,10.388888888888893,1445.0,8982.0,2439075.8015103075,2202248.194802659,248,1.2644386291503906,38.399208068847656,285.4871826171875,97299.8125,0.0011668021325021,207.7660675048828,-1.1574055861274246e-05,71.06922149658203,0.785369873046875,0.9909586906433104,0.2204381674528122,3034 1787A,129.6459,44.6104,20170930,16.685185185185187,1442.0,8991.0,2442196.076845168,2205380.2060020464,233,1.3273903131484983,37.30318832397461,285.533447265625,97274.703125,0.0011589782079681,215.5953826904297,-1.182615142170107e-05,71.06922912597656,0.8044215440750122,1.0558744668960571,0.2277964800596237,3991 1788A,129.6386,44.5462,20170930,8.125,1453.0,8990.0,2444419.6623659614,2197814.352289743,248,1.289290189743042,33.06045913696289,285.5771789550781,97398.9921875,0.0011636900017037,210.89231872558597,-1.2177597454865465e-05,70.8426742553711,0.7033200860023499,1.0805600881576538,0.2293193638324737,3305 1789A,124.8354,46.0347,20170930,12.803571428571429,1215.0,8222.0,2062275.814543036,2260418.357142736,134,1.1806639432907104,34.3799934387207,287.2938842773437,99401.0390625,0.0014539394760504,301.6745910644531,-2.9698745493078604e-05,68.1102294921875,0.6666788458824158,0.9744263887405396,0.2701099514961242,5889 1790A,125.112,46.528,20170930,18.25,1136.0,8266.0,2062553.2920619124,2323900.882703996,145,1.2025264501571655,41.477821350097656,287.0142517089844,99257.703125,0.0012702296953648,262.5374450683594,-2.7378840968594886e-05,68.84334564208984,0.7964502573013306,0.9009644985198976,0.3752947449684143,3296 1791A,124.8847,46.3991,20170930,15.035714285714285,1156.0,8230.0,2052200.7987635727,2304072.2596290214,141,1.1207787990570068,39.87567901611328,286.9646301269531,99366.3125,0.0011335698654875,273.00994873046875,-2.0995799786760472e-05,67.67362976074219,0.7185405492782593,0.8601422309875488,0.3063122630119324,3309 1792A,125.1386,46.5776,20170930,12.785714285714285,1128.0,8270.0,2062482.1404578188,2330255.3386412417,146,1.2043684720993042,41.75605773925781,286.9864196777344,99249.9765625,0.0013050811830908,260.60205078125,-2.7296568077872507e-05,68.92790985107422,0.802042543888092,0.8984604477882385,0.3321546912193298,3494 1793A,124.8648,46.6219,20170930,14.857142857142858,1121.0,8226.0,2042703.38116432,2329714.5161317466,147,1.1746790409088137,43.90120697021485,286.9920654296875,99298.6015625,0.0009049051441252,274.5015869140625,-2.3502065232605677e-05,68.1296615600586,0.8145232200622559,0.8464176058769226,0.3305224776268005,2379 1794A,118.3528,31.3508,20170930,29.92857142857143,3564.0,7184.0,2043879.192244695,404959.65506522456,8,1.6152342557907104,285.5914306640625,295.8060607910156,101067.5703125,0.0030603031627833,230.58023071289065,-2.5069322873605412e-05,79.9565200805664,-1.555821657180786,-0.434051364660263,0.8643819689750671,2752 1795A,118.37,31.4189,20170930,30.90740740740741,3553.0,7187.0,2043439.952075774,413221.4350277368,11,1.59944748878479,284.7244567871094,295.75958251953125,101038.3671875,0.0030897699762135,233.9757232666016,-2.6101126422872767e-05,79.8921127319336,-1.5469425916671753,-0.4064491093158722,0.7971324920654297,2412 1796A,118.3708,31.3178,20170930,39.96428571428572,3569.0,7187.0,2046353.1735604256,401504.7942686025,13,1.6276401281356812,285.7243957519531,295.8479919433594,101095.4375,0.0030187363736331,229.9223480224609,-2.4589086024207063e-05,79.91844940185547,-1.5667520761489868,-0.4410218000411987,0.8096190690994263,2301 1797A,118.4022,31.3839,20170930,32.0,3559.0,7192.0,2047188.2559565,409829.4369041092,10,1.6224271059036257,284.7346496582031,295.8065795898437,101041.703125,0.0030553594697266,233.46774291992188,-2.5531100618536584e-05,79.8333511352539,-1.56909441947937,-0.4125681519508362,0.7918992638587952,3840 1798A,118.5058,31.6861,20170930,29.94642857142857,3510.0,7209.0,2047522.14450464,447072.38493650506,16,1.5046786069869995,280.5315856933594,295.5316467285156,100991.7578125,0.0033577855210751,238.1749267578125,-2.6040930606541224e-05,79.58548736572266,-1.479345440864563,-0.274944931268692,0.7617520093917847,4689 1799A,118.4828,31.6411,20170930,28.73214285714285,3518.0,7205.0,2046830.3218814053,441367.1691171352,7,1.515591740608215,281.4145812988281,295.58740234375,101055.6875,0.0032283733598887,238.7340545654297,-2.641763603605796e-05,79.63603973388672,-1.4856302738189695,-0.2998684644699096,0.7918887138366699,3108 1800A,118.5106,31.7506,20170930,32.464285714285715,3500.0,7210.0,2046104.6936071236,454664.08685580816,10,1.4943909645080566,279.8159484863281,295.46051025390625,101009.7265625,0.0035329528618603,237.0752716064453,-2.5484285288257524e-05,79.54537200927734,-1.4725269079208374,-0.2546938359737396,0.754233717918396,3678 1801A,118.48,31.6928,20170930,25.035714285714285,3509.0,7205.0,2045128.166678571,447313.2433734951,15,1.5077085494995115,280.8871154785156,295.5363464355469,101036.6484375,0.0033668768592178,237.9273834228516,-2.60235283349175e-05,79.59521484375,-1.4805864095687866,-0.2846908271312713,0.7810353636741638,3056 1802A,118.6439,31.7133,20170930,41.98214285714285,3506.0,7231.0,2058544.327471548,453116.4436955068,50,1.4704866409301758,277.8348388671875,295.3563842773437,100712.875,0.0034516619052737,236.198486328125,-2.3415452233166437e-05,79.94380950927734,-1.4567700624465942,-0.2003800570964813,0.7750554084777832,6081 1803A,115.9872,29.6816,20170930,27.285714285714285,3831.0,6806.0,1882307.4595131308,163967.29489410963,38,1.399978518486023,325.1034545898437,296.8292541503906,99845.4375,0.0040667653083801,253.873291015625,-4.0925628127297387e-05,85.1328125,-0.8010088205337524,-1.1481832265853882,0.7341344356536865,3565 1804A,115.9581,29.7048,20170930,25.42857142857143,3827.0,6801.0,1879154.1977843773,166102.22100763395,15,1.4090863466262815,321.072509765625,296.9515380859375,100366.03125,0.0041749440133571,255.77296447753903,-3.988976459368132e-05,84.92097473144531,-0.8854594826698303,-1.096122980117798,0.7350702285766602,3163 1805A,115.988,29.7292,20170930,27.35714285714285,3823.0,6806.0,1881180.1068736124,169505.7468734616,20,1.506100058555603,320.77587890625,297.0099792480469,100430.0859375,0.0041306135244667,259.43133544921875,-4.24507561547216e-05,84.94322204589844,-0.952475607395172,-1.16667377948761,0.7328773736953735,1546 1806A,116.0174,29.6535,20170930,23.19642857142857,3836.0,6811.0,1885682.74993558,161286.39175044248,153,1.3996645212173462,329.5363464355469,296.6521301269531,99126.0078125,0.0039050900377333,251.3992462158203,-4.1869283450068906e-05,85.16397094726562,-0.709711492061615,-1.2063874006271362,0.7278617024421692,7500 1807A,116.0628,29.6926,20170930,25.17857142857143,3829.0,6818.0,1888706.1123631792,166694.15963142752,27,1.5195006132125854,328.38360595703125,296.98150634765625,100161.2578125,0.003922592382878,258.1258544921875,-4.628772148862481e-05,84.78671264648438,-0.7966656684875488,-1.293911099433899,0.7333332896232605,5303 1808A,115.9114,29.6039,20170930,28.964285714285715,3843.0,6794.0,1877560.3232662915,153502.6408157587,55,1.2399858236312866,328.0965881347656,296.4915466308594,98749.046875,0.0039620944298803,244.06222534179688,-3.4052518458338454e-05,85.11429595947266,-0.6553990244865417,-1.0526238679885864,0.736294150352478,4519 1809A,116.0726,29.7534,20170930,25.73214285714285,3820.0,6820.0,1888034.9688765807,173936.4542399811,27,1.6995882987976074,324.5133056640625,297.1532592773437,100671.609375,0.0039494689553976,265.100341796875,-4.939915015711449e-05,84.55250549316406,-0.9867380261421204,-1.3838167190551758,0.7381543517112732,3498 1810A,115.9936,29.5867,20170930,18.222222222222214,3846.0,6807.0,1885261.1830688985,153081.4526196248,919,1.3217449188232422,334.03546142578125,296.3882141113281,98208.40625,0.0037152669392526,243.5648193359375,-3.8452337321359664e-05,85.51388549804688,-0.5787739157676697,-1.1882888078689575,0.7021262049674988,6883 1811A,112.3628,34.6692,20170930,41.42592592592592,3033.0,6226.0,1456034.9002960855,688227.0153216572,175,0.5259029269218445,211.82925415039065,294.0975952148437,98358.75,0.0018582118209451,81.4085693359375,-8.258089110313449e-06,73.76791381835938,-0.2773483991622925,0.4468240737915039,0.6565609574317932,3342 1812A,112.3939,34.6511,20170930,49.39285714285714,3036.0,6231.0,1459000.0926109713,686539.299632404,163,0.5784611701965332,208.9031219482422,294.1178894042969,98525.90625,0.0018540157470852,81.59406280517578,-8.343359695572872e-06,73.96420288085938,-0.2795801758766174,0.5064111351966858,0.6544985771179199,2369 1814A,112.4664,34.6869,20170930,45.71428571428572,3030.0,6243.0,1464253.804707335,691868.0353432497,147,0.629697859287262,207.10769653320312,294.2284545898437,98713.7578125,0.0017933170311152,77.92179870605469,-8.260116374003701e-06,73.29546356201172,-0.2869232296943664,0.5605305433273315,0.6595946550369263,2583 1815A,112.4831,34.6869,20170930,45.35714285714285,3030.0,6245.0,1465639.011007568,692117.0163027305,140,0.6444798707962036,206.6674041748047,294.2417297363281,98755.6875,0.0017864741384983,77.59335327148438,-8.266014447144698e-06,73.26837921142578,-0.2892414629459381,0.5759285092353821,0.6743985414505005,2984 1816A,112.3844,34.6231,20170930,46.55555555555557,3040.0,6229.0,1458805.9187451908,683074.0465757952,181,0.589124858379364,208.29165649414065,294.0763244628906,98522.171875,0.0018740312661975,82.84913635253906,-8.401604645769112e-06,74.31423950195312,-0.279213935136795,0.5187558531761169,0.6870273947715759,6521 1817A,112.4275,34.6258,20170930,44.0925925925926,3040.0,6236.0,1462327.2326428313,684035.232215487,145,0.6368088722229004,206.626708984375,294.1414489746094,98708.984375,0.0018542662728577,82.42672729492188,-8.474555215798318e-06,74.2702865600586,-0.285394549369812,0.5692762732505798,0.67051762342453,3411 1818A,114.483,36.061,20170930,37.42857142857143,2810.0,6565.0,1598497.8415974237,886424.4719371871,63,1.788050889968872,10.341361045837402,296.0198059082031,100277.4375,0.0006010891520418,189.3048095703125,-1.1337132491462398e-05,63.532169342041016,0.3209680616855621,1.7590069770812988,0.6500146389007568,5590 1819A,114.32,36.086,20170930,51.44444444444444,2806.0,6539.0,1584706.6973724377,886751.6841805713,80,1.7341341972351074,20.29997062683105,295.8269958496094,99932.953125,0.0005537179531529,170.6763153076172,-1.09234069896047e-05,64.02208709716797,0.6016154289245605,1.6264318227767944,0.595300018787384,2423 1820A,114.358,36.087,20170930,51.33928571428572,2806.0,6545.0,1587759.53017113,887483.8518161199,75,1.754734754562378,17.555994033813477,295.9142761230469,100063.40625,0.0005607845378108,174.99537658691406,-1.1060285032726824e-05,63.85690307617188,0.5292790532112122,1.6730085611343384,0.6194931268692017,2283 1821A,114.3931,36.0883,20170930,43.10714285714285,2806.0,6551.0,1590570.1581592094,888205.8553983592,69,1.7773842811584473,14.92244815826416,295.990234375,100174.8125,0.0005682270275428,179.31442260742188,-1.1197163075848948e-05,63.69171905517578,0.4576837122440338,1.717445969581604,0.6099761128425598,2909 1822A,114.286,36.11,20170930,39.48214285714285,2802.0,6534.0,1581387.2008388543,889053.443152007,85,1.6964620351791382,22.74945831298828,295.6366882324219,99633.6875,0.0005473818164318,167.16937255859375,-1.0989178917952812e-05,63.9924201965332,0.6560072898864746,1.5644928216934204,0.5642144083976746,3095 1823A,114.3406,34.8022,20170930,39.42857142857143,3012.0,6542.0,1616718.4332396125,734919.4771164319,72,0.8424642086029053,195.4398651123047,294.7637939453125,100344.640625,0.0017924673156812,131.11917114257812,-1.4908784578437915e-05,72.30085754394531,-0.2242802530527115,0.8120617866516113,0.8005410432815552,3064 1824A,114.3389,34.7781,20170930,41.642857142857146,3016.0,6542.0,1617146.7770821864,732039.8572195206,73,0.8271864652633667,196.40675354003903,294.7623596191406,100353.203125,0.0018271740991622,131.0108642578125,-1.4478665434580762e-05,72.32795715332031,-0.2336359322071075,0.7935059666633606,0.7978814840316772,2803 1825A,114.3733,34.7975,20170930,45.0,3012.0,6548.0,1619527.4962931974,734901.8539656928,73,0.8396754860877991,196.6174774169922,294.7899780273437,100372.3046875,0.0018054235260933,131.36306762695312,-1.4983774235588498e-05,72.18244934082031,-0.24012391269207,0.8046088218688965,0.7801863551139832,3658 1826A,114.2886,34.7967,20170930,38.92857142857143,3013.0,6534.0,1612557.1433043464,733414.148460267,74,0.8492870926856995,193.95384216308597,294.7521667480469,100312.1171875,0.00178463535849,130.7675018310547,-1.4701554391649552e-05,72.4609603881836,-0.2047914266586303,0.8242263197898865,0.7675558924674988,3490 1827A,113.261,35.235,20170930,49.28571428571429,2942.0,6370.0,1517890.406332973,768997.293035379,111,0.7674998641014099,332.3891296386719,294.3999938964844,98613.4375,0.0009863404557108,71.6111068725586,-6.512553682114231e-06,68.9126968383789,-0.3557619452476501,-0.6800657510757446,0.632179856300354,2530 1828A,113.227,35.213,20170930,58.92857142857143,2946.0,6364.0,1515586.9156540784,765860.6829994684,102,0.7640168070793152,327.358642578125,294.50421142578125,98858.296875,0.0009878447744995,73.19232177734375,-6.941549600014696e-06,69.21885681152344,-0.4121431112289428,-0.6433192491531372,0.6703839898109436,2133 1829A,113.2464,35.1764,20170930,58.90384615384615,2952.0,6367.0,1517997.6657481077,761815.3711623785,94,0.6696391105651855,321.3812255859375,294.7586669921875,99298.1875,0.0009651855798438,75.53294372558594,-7.795797500875778e-06,69.5259017944336,-0.4179836511611938,-0.5231693983078003,0.6343030333518982,2937 1830A,113.1992,35.259,20170930,52.625,2939.0,6360.0,1512278.5273070948,770893.84199728,191,0.8184639811515808,328.59112548828125,293.902099609375,97663.265625,0.0010320683941245,71.04718017578125,-6.172370831336593e-06,69.15168762207031,-0.4265893101692199,-0.6985018849372864,0.6473963856697083,3333 1831A,113.3064,33.7214,20170930,39.19642857142857,3185.0,6377.0,1555418.855263475,590391.5317470591,90,0.3098362982273102,202.45883178710935,294.416259765625,99835.75,0.002534070983529,162.35513305664062,-1.6417276128777303e-05,77.63270568847656,-0.1183602213859558,0.2863378822803497,0.7756418585777283,2554 1833A,113.292,33.739000000000004,20170930,43.407407407407405,3182.0,6375.0,1553817.64032476,592244.3500012734,92,0.3060288727283478,201.5910186767578,294.384033203125,99757.7265625,0.0025309638585895,160.76348876953125,-1.6518350093974732e-05,77.66657257080078,-0.1126089692115783,0.2845573425292969,0.7838130593299866,2862 1834A,113.182,33.736999999999995,20170930,47.64285714285714,3182.0,6357.0,1544625.156055756,590273.5393681175,97,0.2941628694534302,2.705815076828003,294.3154296875,99679.265625,0.0024738041684031,156.15432739257812,-1.605596480658278e-05,77.93817901611328,0.0138864554464817,0.293834924697876,0.7580359578132629,176 1835A,111.1928,34.7772,20170930,38.64814814814815,3016.0,6039.0,1356704.4117177797,684319.8911885192,379,1.0790419578552246,247.0830993652344,292.753173828125,95824.84375,0.0022368440404534,141.2123565673828,-1.0511343134567142e-05,80.5767822265625,-0.9938592910766602,0.4202086925506592,0.5366033315658569,2270 1836A,111.158,34.794000000000004,20170930,40.92592592592592,3013.0,6033.0,1353483.24903936,685839.5395605593,333,1.111037015914917,245.5164337158203,292.774169921875,95732.015625,0.0021836420055478,140.83360290527344,-1.118603177019395e-05,80.07707977294922,-1.0111172199249268,0.4604837596416473,0.5157361626625061,3801 1838A,111.1489,34.7997,20170930,39.625,3012.0,6032.0,1352615.337149696,686392.7038845251,329,1.1166123151779177,245.3079071044922,292.7548522949219,95650.7578125,0.0021701043006032,140.94302368164062,-1.1265661669312976e-05,79.97969818115234,-1.0145001411437988,0.4664896130561828,0.5110546946525574,4831 1839A,111.3009,30.7157,20170930,31.296296296296298,3666.0,6056.0,1446117.4816569267,205402.12660926377,104,0.2003748267889022,145.35183715820312,295.3580322265625,98151.6484375,0.0028959822375327,124.1874008178711,-8.974638149084058e-06,81.98334503173828,0.1139325499534607,-0.1648315638303756,0.8755385279655457,3333 1840A,111.2992,30.698,20170930,35.642857142857146,3668.0,6056.0,1446316.2881632396,203297.0847655975,99,0.2055532187223434,143.27066040039062,295.3667907714844,98174.2734375,0.0028869896195828,124.6124038696289,-9.094655979424717e-06,82.02250671386719,0.1229403316974639,-0.1647355407476425,0.8801407814025879,3137 1841A,111.3549,30.6463,20170930,34.642857142857146,3677.0,6065.0,1452233.682177257,198044.1007804799,60,0.3206585645675659,147.8587188720703,295.4693603515625,98571.453125,0.0027581551112234,133.2568359375,-1.07884388853563e-05,81.92422485351562,0.1706139147281646,-0.2715010344982147,0.880266547203064,4155 1842A,111.268,30.696,20170930,26.796296296296298,3669.0,6051.0,1443612.3828594373,202603.2384261584,66,0.1376732438802719,139.0402069091797,295.1642150878906,97657.921875,0.0029538804665207,121.26315307617188,-8.570893442083616e-06,82.22216033935547,0.0902563035488128,-0.1039602011442184,0.8542646169662476,1449 1843A,111.3296,30.7819,20170930,29.69642857142857,3655.0,6061.0,1447335.0790178706,213605.12718988184,102,0.2480425983667373,158.44473266601562,295.4131164550781,98351.40625,0.0028828687500208,125.12337493896484,-8.996341421152465e-06,81.97848510742188,0.0911492779850959,-0.2306879758834839,0.8660878539085388,2756 1844A,112.2551,30.3175,20170930,32.5,3729.0,6209.0,1538204.5100321283,173167.0827950566,33,1.6371923685073853,332.01812744140625,296.11895751953125,100745.59375,0.0021574273705482,192.28338623046875,-2.7493544621393085e-05,77.99154663085938,-0.7682712078094482,-1.4457378387451172,0.9395096898078918,2138 1845A,112.2068,30.3515,20170930,33.035714285714285,3724.0,6201.0,1533238.0877523534,176396.02784556054,35,1.655678391456604,332.0157470703125,296.107177734375,100669.7265625,0.0022329094354063,192.826171875,-2.7848307581734844e-05,77.71050262451172,-0.7770057916641235,-1.4620304107666016,0.9417724609375,2300 1846A,112.2887,30.3055,20170930,33.55357142857143,3731.0,6214.0,1541418.7720688188,172287.78271570677,31,1.6268411874771118,332.0235900878906,296.12066650390625,100783.1640625,0.0021203604992479,191.3512420654297,-2.62511402979726e-05,78.11612701416016,-0.7632770538330078,-1.436669945716858,0.965059757232666,2706 1847A,113.1094,29.3578,20170930,39.98214285714285,3883.0,6345.0,1634409.086674685,74799.81927328209,36,2.148324489593506,328.0865783691406,297.421875,100650.578125,0.0021178177557885,215.56265258789065,-3.394729719730094e-05,80.43193817138672,-1.1358234882354736,-1.8235138654708865,0.8733078837394714,4433 1848A,113.1493,29.4251,20170930,35.87037037037037,3872.0,6352.0,1636503.2715711845,83309.86833426305,37,2.0955283641815186,326.3844299316406,297.298828125,100627.8828125,0.0021486871410161,215.7505798339844,-3.5241449950262904e-05,80.98450469970703,-1.160252809524536,-1.7450077533721924,0.8451982140541077,3963 1849A,113.1772,29.3678,20170930,30.32692307692308,3881.0,6356.0,1640240.221015591,77095.257626924,47,2.085648536682129,326.76873779296875,297.295166015625,100436.21875,0.0021249144338071,212.35491943359372,-3.40987608069554e-05,80.92516326904297,-1.1431089639663696,-1.7444862127304075,0.839857280254364,3527 1850A,113.2621,29.4758,20170930,30.61111111111111,3864.0,6370.0,1645445.9874468218,91104.79279049892,49,1.9466010332107544,323.1468811035156,297.0742492675781,100237.2265625,0.0020851446315646,214.2066650390625,-3.692071550176479e-05,81.8473129272461,-1.1676193475723269,-1.5575367212295532,0.8558173775672913,4716 1851A,112.9943,29.4402,20170930,30.83333333333333,3870.0,6327.0,1622358.1939045626,82500.33900502985,27,2.132638692855835,328.1598815917969,297.30975341796875,100822.7578125,0.0020303749479353,220.6461944580078,-3.391442078282125e-05,80.17921447753906,-1.1252135038375854,-1.811640977859497,0.8472979664802551,4500 1852A,113.2117,29.355,20170930,31.35714285714285,3883.0,6362.0,1643597.386885424,76179.8623403771,71,2.043454885482788,326.2841796875,297.23492431640625,100287.546875,0.0021105653140693,209.7198486328125,-3.3717526093823835e-05,81.12432861328125,-1.134397268295288,-1.6996620893478394,0.8206413388252258,7208 1853A,111.7044,29.0244,20170930,38.32142857142857,3936.0,6121.0,1515565.825197589,13385.981127111583,34,1.8669313192367556,332.5258178710937,297.1347045898437,100622.7734375,0.0016096667386591,225.4829864501953,-2.177945498260669e-05,79.40546417236328,-0.8614360690116882,-1.6563092470169067,0.8825454711914062,4252 1854A,111.6975,28.9703,20170930,40.42857142857143,3945.0,6120.0,1516029.3011435317,6965.260774153308,47,1.7572834491729736,331.1700439453125,297.1423645019531,100601.6796875,0.0016702358843758,222.75865173339844,-2.060856240859721e-05,79.37405395507812,-0.8475022912025452,-1.5394105911254885,0.891115128993988,3064 1855A,111.6753,29.0239,20170930,41.05357142857143,3936.0,6116.0,1512961.0438338702,12879.158091653037,36,1.863043069839477,332.62353515625,297.1048889160156,100566.1328125,0.0015975238056853,225.12831115722656,-2.139000935130753e-05,79.44083404541016,-0.8568219542503357,-1.6543233394622805,0.8990944623947144,1416 1856A,111.6794,29.0381,20170930,39.85714285714285,3934.0,6117.0,1513045.3454342426,14599.918970764664,35,1.8856678009033203,332.90167236328125,297.1016845703125,100551.203125,0.0015880370046943,225.3771514892578,-2.161259726563003e-05,79.49845886230469,-0.8590899109840393,-1.678602933883667,0.8874274492263794,3593 1857A,111.7158,29.1456,20170930,18.410714285714285,3917.0,6123.0,1514159.4277138088,27711.98488238127,72,2.017531156539917,335.0478210449219,296.9718322753906,100293.6015625,0.001568388659507,227.671630859375,-2.361246879445389e-05,79.95869445800781,-0.8512651324272156,-1.8291473388671875,0.8504732847213745,6991 1858A,110.48,29.1389,20170930,31.33333333333333,3918.0,5925.0,1403307.241691968,8582.05639888948,230,1.3041993379592896,272.9698791503906,294.9308776855469,96351.1328125,0.0030843431595712,203.4335021972656,-1.024901939672418e-05,84.01789093017578,-1.3024508953094482,-0.0675095319747924,0.7910041809082031,4200 1859A,110.4697,29.1242,20170930,30.57142857142857,3920.0,5923.0,1402654.3197391566,6714.878383393633,187,1.302813172340393,272.3243408203125,294.89404296875,96222.1328125,0.003132083453238,203.78160095214844,-1.0307524462405128e-05,83.99810028076172,-1.301743745803833,-0.0527752079069614,0.7953222393989563,1552 1860A,110.5594,29.3547,20170930,24.32142857142857,3883.0,5937.0,1406411.416606959,34977.92135964372,437,1.1646182537078855,277.8122253417969,294.3551025390625,94584.59375,0.0026935581117868,185.4853057861328,-8.984809028333984e-06,84.30091857910156,-1.1538172960281372,-0.1582449227571487,0.8099631071090698,7948 1861A,110.4417,29.315,20170930,21.214285714285715,3890.0,5919.0,1396597.3136074347,28650.35021155382,854,1.1630563735961914,271.72271728515625,294.5023193359375,94530.3046875,0.0027012208011001,186.0874938964844,-8.821441042528022e-06,83.36602783203125,-1.1625323295593262,-0.0349097028374671,0.7938247323036194,5688 1862A,110.4144,25.3167,20170930,30.625,4529.0,5914.0,1467633.7424822198,-436319.16898818297,208,0.7898830771446228,315.8142395019531,299.0023498535156,98143.953125,0.0015945266932249,120.4510726928711,-9.28461940929992e-06,80.00201416015625,-0.5505778193473816,-0.566373884677887,0.5896355509757996,5863 1863A,110.2819,25.2697,20170930,34.0,4537.0,5893.0,1455969.8170277397,-443706.6102913812,156,0.7223047018051147,315.257080078125,298.83258056640625,97709.4140625,0.0019519650377333,116.04273223876952,-9.00387476576725e-06,79.61370849609375,-0.508485734462738,-0.5129974484443665,0.6030198931694031,4011 1864A,110.3089,25.2708,20170930,39.285714285714285,4537.0,5897.0,1458501.4787549388,-443179.4240835685,160,0.7360168695449829,314.5663757324219,298.82763671875,97686.7421875,0.0018729749135673,115.84276580810548,-9.08658421394648e-06,79.7441177368164,-0.5244022011756897,-0.516452431678772,0.5837975144386292,6679 1865A,110.2869,25.2178,20170930,35.5,4545.0,5894.0,1457380.3047231035,-449612.7122211589,157,0.7122248411178589,313.07177734375,298.901123046875,97819.796875,0.0019257441163063,114.87323760986328,-9.103144293476362e-06,79.96150970458984,-0.5203126072883606,-0.4863527417182922,0.5880416035652161,5102 1866A,109.2256,21.5958,20170930,21.74,5125.0,5724.0,1417376.6382131858,-879368.5347340407,30,1.700938701629639,240.86911010742188,301.10028076171875,100690.5703125,0.003353496082127,337.78125,-7.574108167318627e-05,84.72979736328125,-1.4857609272003174,0.8280742764472961,0.3659133315086365,4310 1870A,109.4883,24.3898,20170930,26.48148148148148,4678.0,5766.0,1395974.2768091797,-556490.9867655127,129,0.2509392499923706,245.10336303710935,299.6795349121094,99230.3046875,0.0023234852124005,139.17449951171875,-1.4913835912011564e-05,83.96653747558594,-0.2276156097650528,0.1056486591696739,0.5174469947814941,6824 1871A,109.4108,24.3304,20170930,36.61111111111112,4687.0,5754.0,1389569.261606861,-564416.0529018824,88,0.3136079907417297,218.5501708984375,299.8037109375,99581.3046875,0.0025365983601659,148.94119262695312,-1.4821963304711971e-05,84.47793579101562,-0.195435494184494,0.2452650368213653,0.5106253027915955,2435 1872A,109.3886,24.3406,20170930,31.660714285714285,4686.0,5750.0,1387271.0581572212,-563557.5510671237,91,0.3533076643943786,221.2063751220703,299.77398681640625,99583.6171875,0.0025909454561769,151.418212890625,-1.4394248864846304e-05,84.63107299804688,-0.2327440083026886,0.2658129632472992,0.5098581314086914,2319 1873A,109.4221,24.299,20170930,29.589285714285715,4692.0,5756.0,1391184.451136996,-567864.2423547176,102,0.2986727356910705,207.09326171875,299.8380432128906,99581.453125,0.0025413939729332,148.75021362304688,-1.541700112284161e-05,84.42654418945312,-0.1360238790512085,0.265900194644928,0.5085189342498779,3366 1874A,109.3957,24.3663,20170930,38.958333333333336,4681.0,5751.0,1387514.8318758935,-560503.5629821197,95,0.3519753813743591,230.62127685546875,299.7631225585937,99581.3203125,0.0025342251174151,149.36936950683594,-1.413566951669054e-05,84.55657958984375,-0.2720602750778198,0.2233156114816665,0.5140442252159119,3369 1875A,109.4839,24.3158,20170930,26.285714285714285,4690.0,5765.0,1396816.0578379054,-565057.2140314453,93,0.232577845454216,214.66766357421875,299.7747802734375,99317.546875,0.002406746847555,141.87757873535156,-1.6137701095431112e-05,84.0479965209961,-0.1322904378175735,0.1912895441055297,0.5315937995910645,3708 1878A,104.7778,31.4747,20170930,21.589285714285715,3544.0,5012.0,860985.3154007818,218601.73225311903,489,0.5981098413467407,330.06280517578125,295.45928955078125,95167.8359375,0.0004789929662365,110.12126922607422,-8.964942026068456e-06,71.16089630126953,-0.2985270023345947,-0.5182827711105347,0.6677523851394653,5988 1879A,104.7536,31.4539,20170930,27.07142857142857,3547.0,5009.0,859107.6297959638,215917.4861601581,464,0.586243212223053,331.93975830078125,295.5089416503906,95201.953125,0.0004597977094817,110.53421020507812,-8.889709533832502e-06,71.3416976928711,-0.2758089900016784,-0.5173108577728271,0.6720089912414551,2855 1880A,104.6717,31.4656,20170930,18.696428571428573,3546.0,4995.0,851779.8544918156,216595.25753415475,478,0.5754854679107666,346.0470886230469,295.3271484375,94741.3828125,0.0005865381099283,100.85719299316406,-8.085489753284492e-06,71.73612213134766,-0.1388111263513565,-0.5584934949874878,0.6691911816596985,4531 1881A,104.7283,31.5072,20170930,25.55555555555556,3539.0,5005.0,856257.0921028159,222032.74108033293,468,0.5932012796401978,339.915283203125,295.3526611328125,94948.9765625,0.0005114356172271,99.50145721435548,-8.393855750910006e-06,71.39997100830078,-0.2037565410137176,-0.557109534740448,0.6713836193084717,3258 1882A,104.5969,28.8194,20170930,31.57142857142857,3969.0,4983.0,875897.2961744596,-97212.47420218712,343,0.8449092507362366,136.7670135498047,296.8564453125,96586.1953125,0.0010158118093386,166.5734405517578,-1.912828884087503e-05,75.95162963867188,0.5787780284881592,-0.615538477897644,0.9746936559677124,3631 1883A,104.6225,28.76611,20170930,29.964285714285715,3978.0,4988.0,878842.8558364153,-103259.57996537013,301,0.8214928507804871,138.74163818359375,296.8244323730469,96434.0625,0.0010256569366902,168.93093872070312,-1.912084007926751e-05,75.93567657470703,0.5417820811271667,-0.6175132989883423,0.9815515875816344,1443 1884A,104.6061,28.7867,20170930,33.035714285714285,3974.0,4985.0,877111.9906510565,-100981.50081012434,320,0.8425608277320862,137.62538146972656,296.8705444335937,96528.8828125,0.0010324451141059,167.5181884765625,-1.90796399692772e-05,75.92855834960938,0.5679092407226562,-0.6224048733711243,0.9792742729187012,1982 1885A,104.6417,28.763890000000004,20170930,24.69642857142857,3978.0,4991.0,880616.5383212821,-103349.08381987136,301,0.8234424591064453,139.9142303466797,296.8327331542969,96456.921875,0.0010127110872417,170.41419982910156,-1.9267803509137597e-05,75.97837829589844,0.5302876830101013,-0.6299622654914856,0.9812116026878356,1738 1886A,104.5761,28.71583,20170930,34.857142857142854,3986.0,4980.0,875197.3149758026,-109593.85073058636,327,0.7658652067184448,135.13995361328125,296.5553894042969,95909.6171875,0.0010943505913019,164.07318115234375,-1.759170481818728e-05,75.89163970947266,0.5402618050575256,-0.54283207654953,0.9479669332504272,2769 1887A,104.6789,28.7989,20170930,32.833333333333336,3972.0,4997.0,883595.79390334,-98892.56182822929,340,0.8604384064674377,143.2613067626953,296.9456787109375,96677.359375,0.0009910324588418,173.6627197265625,-1.9662700651679188e-05,76.08885955810547,0.5147361755371094,-0.6894932389259338,0.9910483956336976,3529 1888A,101.68912,26.57098,20170930,20.53703703703704,4329.0,4518.0,629028.2751084126,-383522.6955682324,1152,0.1497478485107422,319.4150390625,295.0843200683594,84447.9765625,0.0039597740396857,45.62674331665039,-2.344059112147079e-06,82.62934112548828,-0.0974303632974624,-0.1137178167700767,0.2717018127441406,5615 1889A,101.5769,26.5928,20170930,30.44642857142857,4325.0,4500.0,618320.0950142248,-381681.3452045847,1141,0.279300183057785,353.6145935058594,294.7014465332031,83872.1640625,0.0034703619312494,53.358154296875,-2.074701342280605e-06,81.47382354736328,-0.031087502837181,-0.2775647044181824,0.3009358942508697,4068 1890A,101.7169,26.585,20170930,18.642857142857142,4326.0,4523.0,631524.245821151,-381703.8194423398,1127,0.163355752825737,318.4199523925781,295.4643249511719,84998.109375,0.0039632474072277,43.102874755859375,-2.4351143110834528e-06,83.04671478271484,-0.1084223166108131,-0.1221871674060821,0.2858501970767975,4716 1891A,101.7453,26.5017,20170930,17.767857142857142,4340.0,4527.0,634860.3617549004,-391267.35348040686,1182,0.1694662421941757,247.489990234375,295.774169921875,85463.8203125,0.0041853603906929,41.98514175415039,-2.358354095122195e-06,82.806884765625,-0.1565528064966201,0.0648846998810768,0.2623611390590668,4900 1893A,105.4306,28.9583,20170930,25.589285714285715,3947.0,5117.0,949971.4141738054,-73109.55814568356,322,0.9721502661705016,173.53807067871094,297.32281494140625,97543.328125,0.0009577931487001,190.39273071289065,-1.9405522834858857e-05,77.90827178955078,0.1094951257109642,-0.9659642577171326,1.052581787109375,3853 1894A,105.4436,28.9026,20170930,37.7962962962963,3956.0,5119.0,951850.5145399984,-79540.99997816999,250,0.8706647753715515,169.60850524902344,297.36883544921875,97518.4765625,0.0009500319138169,190.3771209716797,-1.8739090592134744e-05,77.60631561279297,0.1571195125579834,-0.8563706278800964,1.025275468826294,1201 1895A,105.4322,28.8558,20170930,30.017857142857142,3963.0,5117.0,951402.44952844,-85159.84581624498,282,0.8105406165122986,165.18141174316406,297.3402099609375,97410.5859375,0.0009395431261509,189.4498748779297,-1.838543903431855e-05,77.3377914428711,0.2073700278997421,-0.7835648059844971,1.0426127910614014,2335 1896A,105.4322,28.8833,20170930,16.285714285714285,3959.0,5117.0,951057.5106098969,-81923.14731860261,287,0.8515107035636902,167.61221313476562,297.3587951660156,97490.296875,0.0009403598960489,189.6855926513672,-1.864045952970628e-05,77.48040771484375,0.1827438622713089,-0.8316701054573059,1.043767333030701,2780 1897A,104.7547,29.3628,20170930,43.5,3882.0,5009.0,883872.4250563672,-31738.680444823465,331,1.0011892318725586,356.78961181640625,296.9214172363281,97130.75,0.0006755521171726,172.48617553710938,-1.6491019778186455e-05,77.50787353515625,-0.0561595745384693,-0.9996129274368286,1.0436955690383911,4126 1900A,104.7692,29.3411,20170930,36.60714285714285,3886.0,5011.0,885437.3466533327,-34168.57060449412,309,1.0061110258102417,357.77642822265625,296.8913269042969,97029.75,0.0006808405159972,173.356201171875,-1.6869165847310796e-05,77.39590454101562,-0.0391289927065372,-1.00534987449646,1.036826729774475,2924 1901A,104.4219,31.1208,20170930,20.55769230769231,3601.0,4955.0,833789.714993228,173481.7587527131,507,0.7945118546485901,172.2775421142578,295.4042358398437,94734.375,0.0005884692072868,128.94900512695312,-9.742136171553284e-06,72.85734558105469,0.1068320646882057,-0.7872966527938843,0.7000970244407654,6105 1902A,104.3883,31.1333,20170930,21.142857142857142,3599.0,4950.0,830683.0648394626,174681.86648326137,496,0.8176197409629822,169.23072814941406,295.4285888671875,94824.625,0.0006749460590071,124.18750762939452,-9.64354239840759e-06,73.11326599121094,0.1528456360101699,-0.803206205368042,0.693813681602478,3861 1903A,104.4053,31.1167,20170930,24.142857142857142,3601.0,4953.0,832371.9485632187,172854.05498454714,494,0.8051145076751709,171.08241271972656,295.42926025390625,94791.25,0.0006034572143107,127.84740447998048,-9.726114512886852e-06,72.94499969482422,0.1248734295368194,-0.7953715920448303,0.7001937031745911,3793 1904A,104.3539,31.1108,20170930,34.24074074074074,3602.0,4945.0,827903.7341943063,171719.0419554139,489,0.8539790511131287,166.63735961914062,295.55841064453125,95063.03125,0.0006359412218444,124.4739227294922,-9.685665645520205e-06,73.26348114013672,0.1974375247955322,-0.830842137336731,0.7136006951332092,5477 1905A,106.056,30.8064,20170930,25.017857142857142,3651.0,5217.0,982043.6271548156,151289.37725307047,308,1.2189964056015017,331.4076232910156,295.7169494628906,97181.15625,0.0016991976881399,167.1490020751953,-1.2330717254371848e-05,80.34014129638672,-0.5834645628929138,-1.0702903270721436,0.9307138323783876,4412 1906A,106.0789,30.8023,20170930,28.10714285714285,3652.0,5221.0,984124.073309393,151032.90637997366,282,1.2244477272033691,331.536376953125,295.7235717773437,97214.6640625,0.0017163733718916,166.49420166015625,-1.2341751244093755e-05,80.53411102294922,-0.5836568474769592,-1.0763907432556152,0.944369912147522,2894 1907A,106.1031,30.8217,20170930,25.94642857142857,3649.0,5224.0,986003.8425606452,153573.16505429705,300,1.2288637161254885,331.2382202148437,295.7337341308594,97236.9765625,0.0017298891907557,165.54116821289062,-1.2474874893086962e-05,80.61758422851562,-0.5913751125335693,-1.0772100687026978,0.9519839882850648,2923 1908A,106.1064,30.7856,20170930,31.67857142857143,3654.0,5225.0,986780.9649159756,149330.96051205217,285,1.2354828119277954,331.7990417480469,295.7402038574219,97245.0703125,0.0017334504518657,165.94493103027344,-1.230959878739668e-05,80.74016571044922,-0.5839316844940186,-1.0887798070907593,0.9885711073875428,3610 1909A,106.0642,30.7636,20170930,30.910714285714285,3658.0,5218.0,983342.0840407535,146302.634171289,284,1.2373515367507937,332.0308837890625,295.77978515625,97242.765625,0.0017174421809613,167.8707275390625,-1.2139000318711624e-05,80.51386260986328,-0.5803977847099304,-1.0927841663360596,0.9484902024269104,3408 1910A,106.1087,30.8388,20170930,26.35714285714285,3646.0,5225.0,986269.0717361238,155654.70642975226,318,1.2302356958389282,330.9030456542969,295.743896484375,97250.65625,0.001737784477882,164.9920654296875,-1.2594206964422485e-05,80.61610412597656,-0.5983335375785828,-1.0749311447143557,0.9299792647361756,4494 1911A,106.9222,27.6869,20170930,17.892857142857142,4150.0,5356.0,1103370.845153951,-206732.1068432022,869,1.177875518798828,252.9083709716797,294.6623840332031,90545.9140625,0.0018565715290606,302.2668762207031,-1.4869288861518726e-05,80.82755279541016,-1.125842809677124,0.3462205231189728,0.6039912700653076,2184 1912A,106.9242,27.7019,20170930,23.92857142857143,4148.0,5356.0,1103341.07035789,-204955.212027536,887,1.1795285940170288,253.10031127929688,294.6432800292969,90538.1953125,0.0018753865733742,302.4394226074219,-1.4839069990557618e-05,80.92788696289062,-1.1285778284072876,0.3429279923439026,0.6051865220069885,2395 1913A,106.8906,27.6486,20170930,11.946428571428571,4156.0,5350.0,1101005.373231473,-211565.85192014917,873,1.1437386274337769,251.84393310546875,294.63262939453125,90401.375,0.0018203067593276,301.6618347167969,-1.5179100046225358e-05,80.56544494628906,-1.0867801904678345,0.3564365208148956,0.5978540778160095,3063 1915A,106.9178,27.72,20170930,18.339285714285715,4145.0,5355.0,1102493.7306623664,-202909.88478102584,854,1.1653670072555542,252.8251037597656,294.53173828125,90352.9296875,0.0018992407713085,302.5766906738281,-1.4823210221948102e-05,81.08907318115234,-1.1133878231048584,0.344162255525589,0.6064656376838684,1922 1916A,103.7897,25.5035,20170930,23.26923076923077,4500.0,4854.0,837258.1360414226,-492397.3435718848,1888,1.8055256605148315,201.94680786132807,290.93670654296875,80464.625,0.0021890802308917,312.5544738769531,-1.3097702321829274e-05,85.1135482788086,-0.6747886538505554,1.6746890544891355,0.3282506465911865,2632 1917A,103.8,25.5364,20170930,24.44642857142857,4494.0,4856.0,837893.0195174916,-488483.06362328166,1877,1.8677096366882324,201.3809967041016,290.9883728027344,80497.2265625,0.0021053487434983,319.59649658203125,-1.345811142527964e-05,85.09634399414062,-0.6808878183364868,1.7391754388809204,0.3377153873443603,2590 1918A,108.7197,34.3956,20170930,37.0,3077.0,5643.0,1157372.6587401812,607191.4517504106,463,1.166133165359497,359.49169921875,293.3461608886719,95407.6953125,0.0018899943679571,96.84765625,-6.636346370214596e-06,74.2967758178711,-0.0104504190385341,-1.1660863161087036,0.5262486338615417,4819 1919A,108.6761,34.3181,20170930,49.05357142857143,3089.0,5636.0,1155014.1987979624,597429.3074512401,388,0.5440574288368225,161.52182006835938,292.845703125,94285.4296875,0.0023176288232207,86.29421997070312,-5.326197879185202e-06,75.15406799316406,0.1724782884120941,-0.5159938931465149,0.5392302870750427,3421 1920A,108.7233,34.3617,20170930,40.185185185185176,3082.0,5644.0,1158243.1357072166,603188.0231351677,409,0.8804258704185486,177.7768096923828,293.1839599609375,94966.9375,0.0020617039408534,92.93069458007812,-6.288405529630836e-06,74.48485565185547,0.0342347174882888,-0.8797600269317627,0.5240567922592163,3616 1921A,108.7369,34.3164,20170930,41.24074074074074,3089.0,5646.0,1160144.182105683,597942.7274966409,383,0.4803526699542999,169.1138153076172,292.95037841796875,94348.875,0.0023041483946144,87.4297103881836,-5.824450454383623e-06,74.73947143554688,0.0907597988843917,-0.4717004895210266,0.5029987096786499,4038 1922A,109.0656,35.0994,20170930,26.25,2964.0,5698.0,1174242.321751427,695355.2672377215,961,0.7065073251724243,325.7421264648437,290.3983459472656,89938.109375,0.0018105941126123,116.34049224853516,-4.180698397249216e-06,78.81182098388672,-0.3977499604225158,-0.5839071273803711,0.4336319863796234,6975 1923A,109.0697,35.0697,20170930,35.518518518518526,2969.0,5699.0,1175094.0245516538,691854.7144925613,857,0.8401294946670532,331.0656433105469,290.5806579589844,90257.546875,0.0018008537590503,115.199462890625,-4.445816102816025e-06,78.36143493652344,-0.4065179824829101,-0.7352283596992493,0.465850293636322,4422 1924A,108.9344,34.9058,20170930,39.64814814814815,2995.0,5677.0,1166666.551705032,670657.2077036453,736,1.2105872631072998,333.6452331542969,291.4979858398437,91914.5078125,0.0018153605051338,113.57978057861328,-5.723298272641841e-06,77.0685806274414,-0.5374992489814758,-1.08471941947937,0.4822767674922943,3737 1925A,108.9589,34.8731,20170930,41.55357142857143,3000.0,5681.0,1169262.7850082438,667041.6470262747,685,1.2616342306137085,335.39434814453125,291.8417663574219,92426.7265625,0.001834383001551,116.79974365234376,-6.338303137454204e-06,76.22307586669922,-0.525399386882782,-1.1470293998718262,0.4822124242782593,4881 1926A,109.4131,36.6275,20170930,27.75,2720.0,5754.0,1176024.8975404503,882454.1196460148,1065,1.2125190496444702,8.868042945861816,290.2909851074219,88478.234375,0.0004708032647613,138.40492248535156,-7.257085599121638e-06,68.86451721191406,0.1869152784347534,1.198025465011597,0.3032203912734985,4579 1927A,109.4761,36.6028,20170930,26.67857142857143,2724.0,5764.0,1181567.641498222,880248.3868503892,1021,1.2347923517227173,7.168305397033691,290.381103515625,88619.890625,0.0004613909695763,137.55007934570312,-7.509759598178789e-06,68.65471649169922,0.1540785878896713,1.2251416444778442,0.3091731369495392,3927 1928A,109.4824,36.5767,20170930,26.642857142857142,2728.0,5765.0,1182542.6888273517,877195.1303233751,1032,1.2370494604110718,6.350671768188477,290.2685546875,88443.4609375,0.0004586717986967,137.52569580078125,-7.451877081621205e-06,68.81389617919922,0.136830061674118,1.2294588088989258,0.3495816886425018,5133 1929A,109.5056,36.6106,20170930,28.5,2722.0,5769.0,1183818.9305628974,881538.6009194065,1030,1.251823663711548,6.768335342407227,290.4757385253906,88765.7265625,0.0004566280695144,137.48390197753906,-7.73575266066473e-06,68.39667510986328,0.1475295722484588,1.2430999279022217,0.3385959267616272,4721 1930A,107.1586,34.3708,20170930,28.740740740740737,3081.0,5393.0,1026765.9599690726,586877.5682690818,593,0.0610854551196098,100.63133239746094,291.36260986328125,91501.9453125,0.0027049805503338,81.05094909667969,-1.782853132681339e-06,80.08074951171875,0.0600374825298786,-0.0112664755433797,0.5269644856452942,3730 1931A,107.0708,34.3017,20170930,35.32142857142857,3092.0,5379.0,1020409.2905092102,577699.2047113032,864,0.1459038406610489,53.15991973876953,289.430908203125,86952.3671875,0.002749448409304,74.08468627929688,-1.6967073861451354e-06,80.3884506225586,0.1167662143707275,0.0874847471714019,0.4942579269409179,7975 1932A,107.1906,34.3672,20170930,36.98214285714285,3081.0,5398.0,1029508.1150619326,586781.8681906755,596,0.0183437820523977,151.40786743164062,291.4598388671875,91775.0546875,0.0027249073609709,82.62297058105469,-1.8273843807037336e-06,80.30506134033203,0.0087800649926066,-0.0161060485988855,0.5040503144264221,4509 1933A,107.1431,34.3547,20170930,40.74074074074074,3083.0,5391.0,1025702.8706022712,584790.2169862123,597,0.0788513123989105,79.57483673095703,291.0451965332031,90738.3046875,0.002722434233874,79.60530853271484,-1.7588944274393723e-06,80.16314697265625,0.0775490626692771,0.0142714055255055,0.5003341436386108,3951 1934A,107.1186,34.3739,20170930,34.48148148148148,3080.0,5387.0,1023359.2633998696,586831.0355297273,629,0.1244320571422576,97.66971588134766,291.3868408203125,91501.9921875,0.0026691863313317,79.51451873779297,-1.7302966170973375e-06,79.72583770751953,0.1233197078108787,-0.0166007969528436,0.5050612688064575,3687 1935A,107.3906,34.3528,20170930,43.60714285714285,3084.0,5430.0,1046527.6740311256,587172.8523022567,544,0.2163596749305725,276.39532470703125,291.0444641113281,92016.8046875,0.0028324676677584,79.3742446899414,-9.233994546775648e-07,82.5966567993164,-0.2150144726037979,-0.0240891221910715,0.5189388394355774,3426 1936A,107.2058,34.3497,20170930,36.42857142857143,3084.0,5401.0,1031046.4703333976,584848.4974173339,578,0.0289907567203044,213.4498291015625,291.1252746582031,91019.171875,0.0027819548267871,81.90275573730469,-1.828441327234032e-06,80.7003173828125,-0.0159794837236404,0.024189256131649,0.4971664845943451,3535 1937A,107.2386,34.3622,20170930,36.82142857142857,3082.0,5406.0,1033615.6789245598,586687.8656797045,591,0.0697046294808387,277.6014404296875,291.4039001464844,91868.65625,0.0027692716103047,84.51069641113281,-1.887339976747171e-06,80.75126647949219,-0.0690925419330596,-0.0092171337455511,0.509922444820404,3556 1938A,109.5293,34.5101,20170930,37.384615384615394,3058.0,5773.0,1223151.3060885312,630658.714626399,347,0.9174325466156006,248.03598022460935,293.43798828125,96212.3359375,0.0020922722760587,76.93949890136719,-8.115038326650392e-06,77.41600799560547,-0.8508322834968567,0.3431718647480011,0.4913638532161712,4405 1939A,109.5049,34.5004,20170930,50.07142857142857,3060.0,5769.0,1221284.1503744773,629198.499943683,359,0.9201232194900512,249.72628784179688,293.4570617675781,96135.421875,0.0020711284596472,75.17658996582031,-8.015733328647912e-06,77.18272399902344,-0.8631083369255066,0.3188585042953491,0.5144335627555847,2984 1940A,109.4636,34.493,20170930,50.03571428571429,3061.0,5762.0,1217962.8070285907,627803.4090128356,380,0.9036014676094056,256.19635009765625,293.52398681640625,95918.1328125,0.0020195450633764,76.55159759521484,-7.961884875840042e-06,76.5353012084961,-0.8774962425231934,0.2156292796134948,0.5086231827735901,3227 1941A,109.4266,34.5021,20170930,36.96428571428572,3060.0,5756.0,1214709.030969086,628430.6457928157,357,0.8899742364883423,264.4969177246094,293.6687316894531,95877.4140625,0.0019597085192799,78.5032958984375,-7.988985998963472e-06,75.82835388183594,-0.8858686089515686,0.0853866711258888,0.5025157332420349,3896 1942A,102.1878,38.5247,20170930,11.107142857142858,2416.0,4598.0,571224.379028432,1047386.3600532684,1522,0.2247719317674636,10.2208251953125,292.6808166503906,83347.15625,0.000189673519344,156.5526885986328,-6.432660939026391e-06,30.103355407714844,0.0398829132318496,0.2212052792310714,0.1760719418525695,2725 1943A,102.1725,38.5339,20170930,14.678571428571429,2415.0,4596.0,569928.974096165,1048414.1527832304,1518,0.231612354516983,7.12333345413208,292.52471923828125,83159.5,0.0001935861946549,157.88674926757812,-6.509723334602313e-06,30.229766845703125,0.0287203323096036,0.2298247665166854,0.1633973866701126,2166 1944A,102.1708,38.5061,20170930,7.3392857142857135,2419.0,4595.0,570040.810485048,1045030.1416073296,1551,0.2606857120990753,14.88033390045166,292.3502197265625,82879.3828125,0.0001995209458982,158.05868530273438,-6.616286555072293e-06,30.65370750427246,0.0669424310326576,0.2519439458847046,0.1863954961299896,2791 1945A,98.2908,39.7711,20170930,14.0,2217.0,3975.0,256624.037976063,1182636.5825435943,1655,1.7035094499588013,21.23541641235352,290.3923645019531,82295.6640625,0.0001897297042887,106.81330871582033,-7.089346581778955e-06,36.23196029663086,0.6169953942298889,1.5878480672836304,0.1524109989404678,3509 1947A,106.3394,38.817,20170930,30.134615384615387,2369.0,5262.0,895864.0949468086,1113816.2336913475,1100,0.5833405256271362,93.22256469726562,292.654296875,87914.984375,0.000409371801652,151.97825622558594,-7.2347725108556915e-06,43.52638626098633,0.5824196934700012,-0.032764371484518,0.236334890127182,3379 1948A,106.3717,39.0153,20170930,46.91071428571429,2338.0,5267.0,895615.8444436202,1138099.7493787257,1110,0.5636929273605347,71.25873565673828,293.6495056152344,87935.7265625,0.0003974279679823,181.20291137695312,-8.11684822110692e-06,41.488277435302734,0.5337988138198853,0.181131362915039,0.2799592614173889,3047 1949A,106.7704,39.2282,20170930,34.57142857142857,2304.0,5331.0,923769.3520756292,1167549.166244818,1094,0.8691933751106262,12.669918060302734,294.2957763671875,87890.9140625,0.0002316016471013,283.5101928710937,-8.095796147244982e-06,34.151798248291016,0.1906380355358123,0.848029613494873,0.2271405458450317,2121 1950A,106.7096,39.1292,20170930,33.24074074074074,2319.0,5322.0,920454.3853812002,1155002.1155268385,1092,0.8168590664863586,26.7153434753418,293.9234924316406,88136.5078125,0.0002277176099596,254.27008056640625,-8.00290763436351e-06,36.214263916015625,0.3672157824039459,0.729665219783783,0.1950631737709045,3494 1951A,84.8861,45.6033,20170930,12.24074074074074,1284.0,1830.0,-714130.5605713031,1928797.6393068093,382,1.6606162786483765,141.55335998535156,294.2123413085937,95935.1015625,0.0002443126286379,445.7058715820313,-1.1101656127721071e-05,31.184701919555664,1.0326416492462158,-1.3004989624023438,0.246393546462059,3117 1952A,84.8897,45.5828,20170930,14.576923076923077,1287.0,1830.0,-714135.3829689829,1926271.7848791408,354,1.6730263233184814,144.96815490722656,294.4058532714844,96137.546875,0.0002424751437501,438.1293640136719,-1.0957830454572104e-05,30.972431182861328,0.9604721665382384,-1.369857668876648,0.2365986108779907,3698 1953A,85.1186,45.6886,20170930,20.964285714285715,1270.0,1867.0,-696720.2585597537,1937530.8863710929,291,1.6356446743011477,134.13047790527344,295.0384216308594,97084.5390625,0.0001578843948664,462.5709838867188,-1.0484042832104024e-05,29.71528434753418,1.174072265625,-1.1388098001480105,0.1955730468034744,3037 1954A,84.8983,44.3336,20170930,19.785714285714285,1487.0,1832.0,-729243.6821740724,1773902.3254347483,742,1.3797929286956787,13.688984870910645,291.3192443847656,92105.3828125,0.0005830064765177,115.67157745361328,-1.0512591870792676e-05,43.77204895019531,0.3265205025672912,1.340601682662964,0.3210723996162414,3427 1955A,85.6931,46.0872,20170930,24.75,1206.0,1959.0,-651717.0144166406,1982218.5407253057,303,1.5495719909667969,109.25848388671876,294.4616394042969,96675.53125,8.114732190733775e-05,431.5933837890625,-1.4122335414867848e-05,29.56634521484375,1.462886929512024,-0.5110138654708862,0.1995597183704376,3495 1956A,86.1461,41.7511,20170930,30.46296296296296,1900.0,2031.0,-667879.9407909825,1450289.7659665567,939,1.041104793548584,334.4461364746094,295.8736572265625,90327.4765625,3.914042099495418e-05,96.69664764404295,-9.823574146139435e-06,28.79689216613769,-0.4491650760173797,-0.9392284154891968,0.2377088069915771,2674 1957A,86.2022,41.7192,20170930,39.60714285714285,1905.0,2040.0,-664008.315887081,1446024.0317030838,952,1.159854531288147,338.0906066894531,295.9098205566406,89792.234375,2.163377757824492e-05,116.33887481689452,-9.02552801562706e-06,27.50229263305664,-0.432875394821167,-1.0760489702224731,0.1957468092441558,1808 1958A,86.2381,41.7128,20170930,24.30357142857143,1906.0,2046.0,-661375.686805515,1445002.3539828956,979,1.1962398290634155,340.041259765625,295.8749389648437,89455.1015625,1.828497988753952e-05,125.18961334228516,-8.789218554738909e-06,27.06083297729492,-0.4084213078022003,-1.1243584156036377,0.2030190229415893,2639 1959A,118.746,36.881,20170930,37.28260869565217,2679.0,7247.0,1918272.6277756707,1059709.410074197,21,1.7886723279953003,200.6978302001953,295.0854797363281,100943.1875,0.0002633133553899,196.8826446533203,-1.587737278896384e-05,61.67560577392578,-0.6321691870689392,1.6732336282730105,0.6003516912460327,3163 1960A,118.78,36.864,20170930,35.67857142857143,2682.0,7253.0,1921459.567148157,1058371.9886888324,22,1.7980087995529177,200.34945678710935,295.0529479980469,100907.625,0.0002798858913592,199.4215087890625,-1.7491571270511486e-05,62.16242599487305,-0.6252309083938599,1.685800075531006,0.5661419630050659,4256 1961A,117.541,36.71,20170930,33.24074074074074,2706.0,7055.0,1827404.8564802615,1016578.6033373508,77,1.5783014297485352,191.8477935791016,294.2017822265625,99674.953125,0.000357359269401,156.56573486328125,-9.494435289525429e-06,66.3852310180664,-0.3240351378917694,1.5446799993515017,0.5818050503730774,2932 1963A,120.61,36.44,20170930,22.98214285714285,2750.0,7546.0,2079331.1346523112,1045845.2123286146,75,0.8791519403457642,201.65802001953125,294.36248779296875,100730.1171875,0.0012358074309304,286.0355224609375,-5.654509732266888e-05,72.67818450927734,-0.3244559168815613,0.8170902729034424,0.4678713679313659,5607 1964A,120.47,36.39,20170930,21.660714285714285,2758.0,7523.0,2069773.3597711232,1037035.3137035582,27,0.9742125272750854,203.16845703125,294.3694152832031,100826.0234375,0.0012285540578886,272.2959899902344,-4.883286965196021e-05,72.36763000488281,-0.3832792937755584,0.8956488966941833,0.4804152846336365,3044 1967A,120.008,36.283,20170930,23.61111111111111,2775.0,7449.0,2036314.8362364047,1014846.623378207,10,1.0624573230743408,209.81553649902344,293.98681640625,101006.3515625,0.0012180937919765,209.03121948242188,-1.780793536454439e-05,70.77088928222656,-0.5282495617866516,0.9218286275863647,0.4867673516273498,2285 1968A,120.014,36.253,20170930,18.90740740740741,2780.0,7450.0,2037707.7649428076,1011454.822104392,21,1.0771483182907104,209.7257080078125,294.0812683105469,100995.8515625,0.0012683075619861,215.7052459716797,-2.0264435079297986e-05,70.83758544921875,-0.5340878367424011,0.9354135990142822,0.5262004733085632,4117 1969A,120.537,36.865,20170930,32.84,2682.0,7534.0,2060299.4309494132,1094089.9824532138,57,0.7398622632026672,202.2255401611328,293.064697265625,100385.8046875,0.000901619088836,169.87062072753906,-7.950705366965849e-06,75.49606323242188,-0.2798476815223694,0.6848952174186707,0.497464507818222,2790 1970A,120.515,36.885,20170930,31.01851851851852,2678.0,7530.0,2057941.78429984,1095973.151709725,65,0.7732648849487305,201.2284698486328,293.0560607910156,100340.09375,0.0008841430535539,169.94070434570312,-8.189243999368045e-06,75.6783447265625,-0.2799816727638244,0.7207973003387451,0.4957297444343567,3216 1971A,119.952,36.792,20170930,27.092592592592588,2693.0,7440.0,2016357.37125978,1073392.4840784215,56,1.2177348136901855,211.89743041992188,293.5976257324219,100797.53125,0.0007353526307269,173.5662841796875,-9.706694072519896e-06,73.29503631591797,-0.6434344053268433,1.0338618755340576,0.4761378765106201,2911 1972A,119.976,36.799,20170930,26.05555555555556,2692.0,7444.0,2018041.430979073,1074706.746749614,63,1.1875252723693848,211.8396759033203,293.52447509765625,100723.7109375,0.0007556229247711,172.04443359375,-9.458171007281637e-06,73.95903015136719,-0.6264557242393494,1.0088456869125366,0.4543110132217407,4195 1973A,120.747,37.825,20170930,28.67857142857143,2528.0,7568.0,2046662.9171510448,1211081.2162524753,6,2.369312524795532,185.9233245849609,295.5099182128906,100763.53125,0.0002853170444723,366.7380065917969,-0.000106274652353,69.14201354980469,-0.2445008009672165,2.356663227081299,0.5333582162857056,3219 1974A,120.773,37.809,20170930,27.73214285714285,2531.0,7572.0,2049186.288766184,1209745.1215687846,19,2.3588905334472656,185.72984313964844,295.49755859375,100765.84375,0.0002828805299941,363.1598510742188,-0.0001046903053065,69.36627197265625,-0.2354990690946579,2.3471055030822754,0.5132801532745361,3404 1975A,120.399,37.374,20170930,25.410714285714285,2600.0,7512.0,2033627.0733799755,1150916.9384696523,63,1.4617414474487305,198.200439453125,293.2891540527344,99868.6328125,0.0004511623701546,213.5466461181641,-2.5652983822510574e-05,75.13636016845703,-0.456550657749176,1.388614296913147,0.5294000506401062,3335 1976A,120.394,37.364,20170930,27.05357142857143,2602.0,7511.0,2033545.9866116464,1149639.6660816905,75,1.4433640241622925,198.58511352539065,293.3026733398437,99882.546875,0.0004548117576632,212.5086975097656,-2.480540206306614e-05,75.25212860107422,-0.4600055813789367,1.3680988550186155,0.5081782341003418,2399 1977A,119.941,37.177,20170930,20.357142857142858,2632.0,7439.0,2003759.6691609616,1118374.392858779,49,1.9853445291519165,207.12718200683597,294.60302734375,100685.6171875,0.0005177112761884,233.2567596435547,-4.0924140193965286e-05,71.15565490722656,-0.9052271842956544,1.7669625282287598,0.5068939328193665,2976 1978A,119.959,37.18,20170930,29.30357142857143,2631.0,7441.0,2005083.072772364,1119093.9923152667,58,1.9718565940856931,207.05035400390625,294.5613708496094,100652.8671875,0.0005155766266398,231.74066162109372,-3.886678678099997e-05,71.36843872070312,-0.8967235088348389,1.7561620473861694,0.5448122620582581,2967 1979A,122.471,37.154,20170930,15.296296296296294,2635.0,7843.0,2202719.753501787,1169839.440419616,11,0.877822756767273,17.158655166625977,293.90045166015625,100756.8359375,0.000548793002963,332.38787841796875,-6.287647556746379e-05,74.24030303955078,0.2589666843414306,0.8387544751167297,0.3953421413898468,4000 1980A,122.41,37.161,20170930,15.851851851851851,2634.0,7834.0,2197722.3350084256,1169290.105369354,27,0.8271945118904114,15.705577850341797,293.6351318359375,100638.4921875,0.0005593918613158,311.73858642578125,-5.253474955679849e-05,74.38231658935547,0.2239103317260742,0.7963133454322815,0.4410822987556457,2453 1981A,122.038,37.197,20170930,17.410714285714285,2629.0,7774.0,2167470.456029706,1165229.3809510702,49,0.8632704019546509,7.60967493057251,293.2240905761719,100699.265625,0.0005732408026233,226.32778930664065,-1.575891292304732e-05,74.88191223144531,0.1143142506480217,0.8556681871414185,0.458125352859497,2366 1982A,122.019,37.187,20170930,16.089285714285715,2630.0,7771.0,2166315.4779656166,1163642.350590088,44,0.8560912013053894,7.359997749328613,293.2368469238281,100743.6640625,0.0005755263846367,224.0959625244141,-1.5169002836046276e-05,74.9010009765625,0.1096649095416069,0.8490381240844727,0.4508409202098846,3379 1983A,121.531,36.913,20170930,18.660714285714285,2674.0,7693.0,2137020.943385902,1120939.0081425845,24,0.5563823580741882,3.682596921920776,293.8624267578125,100827.0859375,0.0008047767332755,262.8763427734375,-4.5901375415269285e-05,74.9521713256836,0.0357345454394817,0.5552335977554321,0.4615476727485657,2730 1984A,121.544,36.907,20170930,13.403846153846152,2675.0,7695.0,2138236.6882122643,1120520.4690703675,27,0.5615101456642151,3.3063979148864746,293.8874206542969,100812.71875,0.000803947856184,268.5355834960937,-4.8428144509671256e-05,74.86331939697266,0.0323848016560077,0.5605754852294922,0.4689399600028991,2916 1985A,120.636,31.155,20170930,22.25,3595.0,7550.0,2245392.003857158,432143.7454867554,4,2.118885040283203,285.7649230957031,296.46929931640625,101152.8984375,0.0032024104148149,375.0542297363281,-5.7219276641262695e-05,80.93283081054688,-2.0392134189605717,-0.5755712389945984,0.6606754064559937,3014 1986A,120.635,31.17,20170930,24.267857142857142,3593.0,7550.0,2244844.68509567,433850.3587474842,5,2.107067108154297,285.5403137207031,296.4535217285156,101148.8828125,0.0032401166390627,374.22747802734375,-5.693927232641727e-05,80.91305541992188,-2.0300679206848145,-0.564407467842102,0.6547377705574036,2944 1987A,120.658,31.172,20170930,23.589285714285715,3593.0,7553.0,2246751.198039189,434606.639455248,3,2.063518047332764,285.7649841308594,296.4349365234375,101156.96875,0.0032534534111618,369.4788208007813,-5.375825639930554e-05,80.89551544189453,-1.9859275817871092,-0.5605338215827942,0.6401228308677673,3168 1988A,120.953,31.388,20170930,28.375,3558.0,7600.0,2265250.89816966,466282.3171801972,7,1.6985403299331665,283.1176147460937,296.1144714355469,101191.1484375,0.0040123905055224,344.5058288574219,-2.54374881478725e-05,80.54914093017578,-1.654239535331726,-0.3853972554206848,0.6188092231750488,3550 1989A,120.999,31.381,20170930,24.964285714285715,3559.0,7608.0,2269390.477988651,466536.83550861006,3,1.7083896398544312,283.3088684082031,296.1546936035156,101182.3046875,0.0040460149757564,345.5147399902344,-2.4605522412457503e-05,80.54596710205078,-1.6625287532806396,-0.3931834101676941,0.6311716437339783,4011 1991A,120.721,31.671,20170930,39.125,3513.0,7563.0,2236717.58985034,493618.64577775577,59,1.5065006017684937,272.9673767089844,295.72491455078125,101126.453125,0.0043689063750207,332.8028259277344,-2.5096382159972563e-05,80.45492553710938,-1.5044842958450315,-0.0779156386852264,0.6246082782745361,3948 1992A,120.734,31.656,20170930,26.12962962962963,3515.0,7565.0,2238286.3613092643,492182.7685649498,24,1.5057324171066284,273.3065185546875,295.7367248535156,101129.6953125,0.0043585272505879,334.02716064453125,-2.5104642190854065e-05,80.45281982421875,-1.5032298564910889,-0.0867750272154808,0.6396849155426025,4077 1993A,120.526,31.874,20170930,25.60714285714285,3480.0,7532.0,2213909.6304283408,512655.8439725001,8,1.5284286737442017,269.84619140625,295.6388854980469,101161.9140625,0.0042839315719902,307.7010498046875,-2.551543002482504e-05,80.3036117553711,-1.5284229516983032,0.0041735242120921,0.6395635008811951,3576 1994A,120.55,31.882,20170930,32.42857142857143,3479.0,7536.0,2215698.046554033,514121.6200672625,7,1.5514200925827026,269.8310546875,295.6603698730469,101166.921875,0.0043055522255599,309.2061767578125,-2.5443641789024696e-05,80.2881851196289,-1.5514130592346191,0.0046459720470011,0.6431708335876465,3267 1995A,121.115,31.453000000000007,20170930,21.48214285714285,3548.0,7626.0,2277018.1105734794,477519.36619173584,6,1.7456166744232178,280.8607788085937,296.2102966308594,101176.9609375,0.0042064618319272,359.2283020019531,-2.9331142286537212e-05,80.61609649658203,-1.7143661975860596,-0.3288255333900451,0.6227625608444214,3183 1996A,121.14,31.422,20170930,25.375,3553.0,7630.0,2280119.754916127,474526.4237451782,3,1.7614164352416992,281.6675720214844,296.2290344238281,101175.171875,0.0042443093843758,358.7071228027344,-2.9837345209671184e-05,80.60810089111328,-1.7250396013259888,-0.3561263978481293,0.6112490892410278,5078 1997A,119.146,31.955,20170930,36.28846153846154,3467.0,7311.0,2094352.92603734,491784.13265894685,21,1.4239966869354248,274.4787292480469,295.0982971191406,100776.171875,0.0037583333905786,227.0742034912109,-2.055921322607901e-05,80.68700408935547,-1.4196537733078003,-0.1111294105648994,0.7359029054641724,3429 1998A,119.18,31.955,20170930,25.535714285714285,3467.0,7317.0,2097242.2580910577,492509.3299702448,18,1.4068049192428589,274.5426025390625,295.08746337890625,100787.1796875,0.0037599157076328,226.3201141357422,-2.043867425527424e-05,80.6943588256836,-1.4023911952972412,-0.1113507971167564,0.7169415354728699,3107 1999A,120.268,31.92,20170930,37.407407407407405,3473.0,7491.0,2190631.4122428554,512193.2862874145,9,1.3332104682922363,269.1931457519531,295.34991455078125,101152.234375,0.0041965353302657,272.76727294921875,-2.443991252221167e-05,80.22784423828125,-1.3330774307250977,0.0188352316617965,0.6597577929496765,3703 2000A,120.237,31.909,20170930,32.142857142857146,3475.0,7486.0,2188337.52478156,510229.7859285743,4,1.3348320722579956,269.0868530273437,295.3402709960937,101150.5078125,0.0041397386230528,270.3876647949219,-2.4379110982408747e-05,80.2091064453125,-1.334661602973938,0.0213343277573585,0.685448944568634,3427 2001A,120.302,31.92,20170930,42.46428571428572,3473.0,7496.0,2193513.676465776,512951.7970908218,5,1.331596851348877,269.20770263671875,295.3715515136719,101151.953125,0.0042178425937891,276.8533020019531,-2.4601742552476932e-05,80.22911071777344,-1.33146870136261,0.0184739734977483,0.6765833497047424,3198 2002A,119.818,31.354,20170930,34.42857142857143,3563.0,7419.0,2169365.122447682,436744.0926593251,8,2.0620033740997314,269.44146728515625,296.31561279296875,100881.2265625,0.0030687926337122,355.4086303710937,-6.279856461333111e-05,81.6471176147461,-2.0619044303894043,0.0201948974281549,0.7341150045394897,2209 2003A,119.794,31.371,20170930,32.07692307692308,3561.0,7415.0,2166805.161824364,438180.25225003465,1,1.9738256931304927,269.146240234375,296.2518005371094,100912.4140625,0.0030588351655751,345.271240234375,-5.840474113938399e-05,81.69298553466797,-1.9736052751541135,0.0295008495450019,0.7375339269638062,99 2004A,119.579,31.751,20170930,27.55357142857143,3500.0,7381.0,2137170.674258956,477453.7410299542,7,1.4331626892089844,272.07525634765625,295.4991149902344,101138.390625,0.0032599633559584,249.14356994628903,-2.999888783961069e-05,80.37889099121094,-1.432225227355957,-0.0518295988440513,0.7232614755630493,2996 2005A,119.579,31.737,20170930,33.94642857142857,3502.0,7381.0,2137585.0450503416,475831.915775427,7,1.4371477365493774,271.9555053710937,295.51617431640625,101138.3984375,0.0032321109902113,250.58973693847656,-3.044969889742788e-05,80.40931701660156,-1.4363130331039429,-0.0489721037447452,0.7536704540252686,3000 2006A,119.46,31.4,20170930,26.44642857142857,3556.0,7362.0,2137372.5560059724,434220.02264783526,21,1.4913368225097656,272.5274658203125,295.8729858398437,101098.3046875,0.0027485499158501,265.0262451171875,-2.524271621950902e-05,81.91295623779297,-1.489889144897461,-0.0656945630908012,0.758828341960907,6379 2007A,119.438,31.317,20170930,25.80357142857143,3569.0,7358.0,2137929.6915620933,424135.2643886806,19,1.4705041646957395,272.6329650878906,295.7906494140625,100781.078125,0.0026190439239144,267.4203186035156,-2.228271659987513e-05,82.29882049560547,-1.4689550399780271,-0.0674813538789749,0.7857316732406616,4917 2008A,121.173,31.896,20170930,20.321428571428573,3477.0,7636.0,2268015.7552191867,529952.9626891356,6,1.61421537399292,271.2047424316406,295.84381103515625,101221.828125,0.0047935182228684,360.1681823730469,-3.718520019901917e-05,80.04708099365234,-1.6138601303100586,-0.0338631756603717,0.5931592583656311,2807 2009A,121.1518,31.89708,20170930,19.517857142857142,3477.0,7632.0,2266188.2948667537,529588.4633940005,5,1.635688066482544,271.21954345703125,295.85528564453125,101226.1796875,0.0047982227988541,358.44757080078125,-3.732596815098077e-05,80.09613800048828,-1.6353192329406738,-0.03473611921072,0.5754589438438416,3146 2010A,119.7183,30.2366,20170930,26.660714285714285,3742.0,7403.0,2193985.8048936133,305560.44299756107,44,1.0864324569702148,320.34234619140625,296.1478881835937,99322.6015625,0.0027865525335073,265.1282653808594,-1.2264407814654987e-05,82.06311798095703,-0.6934207677841187,-0.8363630175590515,0.7044010162353516,3466 2011A,119.6942,30.2311,20170930,28.82142857142857,3743.0,7399.0,2192054.647658872,304388.88229628204,60,1.0598595142364502,320.0356750488281,296.0799560546875,99138.171875,0.0027718229684978,257.8302917480469,-1.2008392332063522e-05,82.1019058227539,-0.6808174848556519,-0.8122744560241699,0.7233818769454956,2520 2013A,119.946,30.049,20170930,25.714285714285715,3772.0,7439.0,2219365.401450535,289073.97417234257,14,1.1247992515563965,318.0043029785156,296.6515808105469,99600.046875,0.0026852241717278,285.9491271972656,-1.4826198821538128e-05,80.42353820800781,-0.7526342272758484,-0.835891842842102,0.6881979703903198,2369 2014A,120.091,29.305,20170930,22.017857142857142,3891.0,7463.0,2254295.031771932,206896.5633051305,75,1.150920033454895,305.4205627441406,298.24517822265625,99392.640625,0.002100302837789,394.6701965332031,-1.567579420225229e-05,73.2829360961914,-0.9379505515098572,-0.6669824123382568,0.6013838648796082,2946 2015A,120.04,29.334,20170930,22.82142857142857,3887.0,7454.0,2248945.9149623825,209054.95114001603,79,1.1868596076965332,308.4759826660156,298.32147216796875,99669.25,0.0021567824296653,393.2764587402344,-1.598916423972696e-05,73.2830581665039,-0.929204523563385,-0.7383865714073181,0.5964110493659973,2496 2018A,121.989,39.625,20170930,26.214285714285715,2240.0,7766.0,2083519.770711374,1448477.0726715624,121,0.7670151591300964,196.38790893554688,292.2351379394531,100275.7890625,0.0012456595432013,220.38363647460935,-1.1502454071887769e-05,76.1555404663086,-0.216398686170578,0.7358558773994446,0.5393187403678894,4614 2019A,122.011,39.617,20170930,26.892857142857142,2241.0,7770.0,2085439.9567340657,1448004.9000766848,92,0.7218152284622192,195.6807098388672,292.1674194335937,100253.2578125,0.0012392146745696,218.8781280517578,-1.135823822551174e-05,76.283935546875,-0.1950840204954147,0.6949528455734253,0.5445458889007568,4023 2031A,113.1817,27.9958,20170930,28.19642857142857,4101.0,6357.0,1670498.4892384545,-82338.52276782459,64,1.2224719524383545,352.2938232421875,298.7051696777344,100133.609375,0.0013491773279383,212.12527465820312,-1.8492346498533152e-05,77.01702880859375,-0.1640319675207138,-1.2114169597625732,0.7732164859771729,5234 2054A,114.1044,32.1078,20170930,24.42592592592593,3443.0,6505.0,1659795.998465648,413303.0189471292,84,0.8666079640388489,305.3976745605469,294.4412841796875,100208.2578125,0.0036872981581836,170.82321166992188,-1.27696075651329e-05,83.97541046142578,-0.7064489722251892,-0.5019354224205017,0.9143772721290588,2700 2064A,114.0122,32.1403,20170930,21.357142857142858,3438.0,6490.0,1651137.9800762113,415567.3379451884,100,0.8351424932479858,305.7069396972656,294.3674011230469,100010.53125,0.0037395432591438,171.537841796875,-1.3585824490291998e-05,84.43373107910156,-0.678178071975708,-0.487378180027008,0.8976892828941345,2902 2065A,114.0681,32.1342,20170930,27.214285714285715,3439.0,6499.0,1656072.5104266533,415791.47224568506,86,0.8424208164215088,304.7967529296875,294.41278076171875,100105.03125,0.0037091083358973,171.04200744628906,-1.3115114597894715e-05,84.07608032226562,-0.6918112635612488,-0.480697363615036,0.9303126335144044,1829 2066A,114.0614,32.1383,20170930,23.267857142857142,3438.0,6498.0,1655403.308914144,416160.2028031915,89,0.8360211253166199,304.5826721191406,294.4081420898437,100087.203125,0.0037123572546988,171.068359375,-1.3184525414544623e-05,84.08409881591797,-0.6883333325386047,-0.4744771718978882,0.9229862689971924,2125 2067A,114.6613,33.6128,20170930,28.535714285714285,3202.0,6594.0,1671648.8277379326,599821.6760263459,49,0.8437308073043823,243.6966552734375,294.8449401855469,100650.046875,0.0034834162797778,155.65512084960938,-1.2013112609565724e-05,74.46636962890625,-0.7563591599464417,0.373901754617691,0.8194150924682617,2705 2068A,114.6758,33.6347,20170930,26.73214285714285,3199.0,6596.0,1672341.26249638,602649.555038806,49,0.8430531620979309,242.85903930664065,294.83349609375,100640.796875,0.0035106835421174,155.3388671875,-1.208854610013077e-05,74.4089126586914,-0.7502095699310303,0.3846092224121094,0.8355823159217834,4108 2069A,114.6546,33.5979,20170930,25.777777777777786,3204.0,6593.0,1671442.824325183,597951.6329803397,49,0.8451007604598999,244.2305450439453,294.853515625,100657.28125,0.0034667288418859,155.87539672851562,-1.1960922165599186e-05,74.50737762451172,-0.761043906211853,0.3674336969852447,0.8198137283325195,3448 2070A,114.6369,33.6406,20170930,24.98214285714285,3198.0,6590.0,1668938.2779967312,602683.5832160689,51,0.8270992636680603,242.9422607421875,294.8225402832031,100635.671875,0.0034988643601536,155.1480712890625,-1.2146999324613716e-05,74.38914489746094,-0.7365598678588867,0.3762615919113159,0.8091697096824646,3597 2074A,117.6569,24.5157,20170930,27.05357142857143,4658.0,7073.0,2168256.487774105,-393867.4781162696,14,0.7021291255950928,259.51153564453125,299.6544494628906,99903.0859375,0.0015537748113274,134.94017028808594,-1.1101411473646294e-05,84.03407287597656,-0.6903924345970154,0.1278422176837921,0.458798199892044,2972 2075A,117.6336,24.4674,20170930,26.785714285714285,4665.0,7069.0,2167348.216141139,-399847.8233958529,48,0.66227787733078,254.0034637451172,299.26904296875,99248.8359375,0.0016567460261285,138.69375610351562,-1.1978608199569862e-05,84.32288360595703,-0.6366264224052429,0.1825342774391174,0.392006903886795,6138 2160A,112.85,35.5051,20170930,55.68,2899.0,6304.0,1478211.650817366,794820.41038113,732,0.753696084022522,239.041015625,291.1450500488281,92224.28125,0.0011987182078883,85.65543365478516,-4.483378688746598e-06,72.03143310546875,-0.6463096141815186,0.3877392113208771,0.5024969577789307,2231 2161A,112.835,35.4934,20170930,52.96428571428572,2901.0,6302.0,1477238.4337001618,793203.7921604214,709,0.7280129790306091,238.5380096435547,291.1567077636719,92193.6796875,0.0012029770296067,84.99797058105469,-4.446696493687341e-06,71.9089126586914,-0.6209738254547119,0.3799926340579986,0.5203730463981628,2112 2162A,112.8564,35.4883,20170930,53.67857142857143,2902.0,6305.0,1479102.8246756191,792919.3950987338,710,0.7233661413192749,243.07943725585935,291.2274780273437,92340.546875,0.0012117370497435,84.48257446289062,-4.5421693357639015e-06,71.92586517333984,-0.6449679732322693,0.3275284469127655,0.5294637084007263,2959 2163A,112.8664,35.4894,20170930,52.98214285714285,2902.0,6307.0,1479897.9666331436,793200.7393706961,726,0.7319207191467285,245.29586791992188,291.26763916015625,92441.4921875,0.0012146470835432,84.27664947509766,-4.599727162712952e-06,71.98311614990234,-0.6649236679077148,0.3059157729148865,0.531022310256958,2712 2164A,112.8252,35.4813,20170930,53.07142857142857,2903.0,6300.0,1476699.5218701772,791617.9062384006,726,0.6913920044898987,238.4621734619141,291.1367492675781,92082.140625,0.001209377660416,84.7920150756836,-4.407430424180348e-06,71.7166519165039,-0.589259147644043,0.3616581261157989,0.5203258991241455,2202 2165A,112.8453,35.546,20170930,46.25,2893.0,6303.0,1476933.6911766855,799612.6791647465,848,0.7985291481018066,233.81851196289065,290.9354858398437,91867.5859375,0.0011734237195923,88.71737670898438,-4.389180048747221e-06,72.10179138183594,-0.6445205211639404,0.4714255630970001,0.5041729807853699,5539 2166A,112.44,39.3514,20170930,34.714285714285715,2284.0,6238.0,1362168.9354253833,1248372.0849128645,1098,1.2348055839538574,55.83922576904297,287.8603515625,88041.1484375,0.0002702050842344,55.423709869384766,-4.693235041486332e-06,60.890384674072266,1.0217386484146118,0.6933937072753906,0.3225588798522949,4282 2167A,112.4549,39.3606,20170930,30.23214285714285,2282.0,6241.0,1363122.3087691574,1249682.3876594717,1101,1.2409967184066772,57.84405899047852,287.9141540527344,88056.9453125,0.0002653441915754,55.263763427734375,-4.69980523121194e-06,60.613407135009766,1.0506114959716797,0.6605212688446045,0.3100597858428955,4779 2168A,112.4254,39.3179,20170930,32.57142857142857,2289.0,6236.0,1361760.8425990515,1244150.951939235,1095,1.2516006231307983,51.76676940917969,287.935302734375,88325.9375,0.0002659411984495,53.61706161499024,-4.625515430234373e-06,61.18367767333984,0.9831093549728394,0.7745968699455261,0.3696745336055755,2145 2169A,112.4078,39.3265,20170930,37.10714285714285,2288.0,6233.0,1360215.1480412616,1244938.864292561,1104,1.2345385551452637,52.013282775878906,287.6645202636719,87825.7890625,0.0002726728271227,55.31783676147461,-4.676961452787509e-06,61.37621307373047,0.9729855060577391,0.7598583102226257,0.3276830017566681,2160 2170A,112.4279,39.3673,20170930,31.92857142857143,2281.0,6236.0,1360891.864860033,1250111.9098998418,1117,1.2157313823699951,57.92747116088867,287.68096923828125,87662.734375,0.0002803462557494,57.77846145629883,-4.76699142382131e-06,60.94899368286133,1.030163049697876,0.6455748081207275,0.30414479970932,5445 2171A,112.7549,37.7019,20170930,53.46428571428572,2548.0,6289.0,1422573.517058218,1055309.1480783906,822,0.9456462264060974,216.7546539306641,291.2655944824219,91342.609375,0.0001492652372689,92.83345794677734,-6.628305982303573e-06,60.29866409301758,-0.5658506155014038,0.7576674222946167,0.4152783751487732,2829 2173A,112.7306,37.7111,20170930,52.89285714285714,2546.0,6285.0,1420447.114413541,1056057.2169128412,806,0.8892797827720642,217.816162109375,291.3533630371094,91367.6484375,0.0001433282886864,90.1723861694336,-6.513031166832661e-06,60.015716552734375,-0.5452304482460022,0.7025256752967834,0.4646750688552856,2653 2174A,112.7105,37.7087,20170930,57.875,2547.0,6282.0,1418906.6086904856,1055479.9352922617,799,0.875542938709259,217.13514709472656,291.48455810546875,91550.1015625,0.0001484852837165,89.08236694335938,-6.538520210597199e-06,60.034061431884766,-0.5285494923591614,0.698004961013794,0.4630836546421051,3245 2175A,110.9956,35.0147,20170930,44.42857142857143,2978.0,6007.0,1335683.6593554262,709898.2064777401,355,1.1890171766281128,245.7032165527344,293.2507629394531,95819.8671875,0.001687970245257,147.89096069335938,-1.2451860129658598e-05,76.89625549316406,-1.0836851596832275,0.4892733693122864,0.5502783060073853,1779 2176A,111.0233,35.0611,20170930,36.75925925925926,2970.0,6012.0,1337066.6750166698,715802.8352655991,367,1.2152727842330933,242.03314208984372,293.6234741210937,96857.046875,0.0016318971756845,142.22262573242188,-1.0618612577673048e-05,76.84393310546875,-1.073333740234375,0.5699495077133179,0.5366978049278259,3302 2178A,110.9678,35.0308,20170930,46.44444444444444,2975.0,6003.0,1333068.2744178516,711438.7730650959,362,1.176136136054993,245.74038696289065,293.4371337890625,96216.03125,0.0016506554093211,144.369873046875,-1.1612825801421424e-05,76.38458251953125,-1.0722588300704956,0.4832774996757507,0.5250508189201355,2763 2179A,111.0414,35.1147,20170930,42.17857142857143,2962.0,6015.0,1337511.65241832,722435.4392801458,378,1.2261781692504885,238.8937530517578,293.88330078125,97558.09375,0.0015813999343663,136.2272186279297,-9.106332072406076e-06,76.5918197631836,-1.0498477220535278,0.6335082650184631,0.5007078647613525,3964 2180A,112.7356,38.4186,20170930,62.8,2433.0,6286.0,1405400.43742033,1140755.1444643482,789,0.448523461818695,6.890598773956299,291.2580261230469,91016.65625,0.0001633405336178,33.54224395751953,-2.571285449448624e-06,59.07514190673828,0.0538095980882644,0.445283979177475,0.4094507396221161,2568 2181A,112.7383,38.4519,20170930,43.15384615384615,2428.0,6286.0,1404884.5668635156,1144779.7499790252,782,0.3482548892498016,9.330920219421388,291.436279296875,91232.3828125,0.0001717748382361,32.20164108276367,-2.4751309410930844e-06,58.791446685791016,0.0564631558954715,0.3436471819877624,0.4304750859737396,2929 2182A,112.7003,38.4928,20170930,46.48214285714285,2421.0,6280.0,1401015.9042558277,1149133.402503752,787,0.2619926929473877,56.19649124145508,291.5303649902344,91401.7734375,0.0002144241298083,29.887300491333008,-2.567358251326368e-06,59.01476287841797,0.2176986932754516,0.145765021443367,0.3498974144458771,3766 2183A,111.1406,37.5211,20170930,51.08928571428572,2577.0,6030.0,1298047.2338404069,1011322.5681033672,954,1.3351635932922363,244.83470153808597,290.0418701171875,88587.78125,0.0003324514837004,70.9690933227539,-6.048896011634497e-06,60.11709213256836,-1.208417296409607,0.5677934885025024,0.3613723814487457,2258 2185A,111.1297,37.5136,20170930,44.55555555555557,2578.0,6029.0,1297327.387712102,1010279.9877825384,956,1.3456324338912964,244.3717498779297,290.0968017578125,88639.5234375,0.0003306501312181,71.19178771972656,-6.077657872083364e-06,59.9863395690918,-1.213229060173035,0.5820669531822205,0.3450655937194824,2079 2186A,106.8219,39.6719,20170930,36.230769230769226,2233.0,5339.0,921299.9972756308,1221730.3949632356,1104,1.0881705284118652,200.328857421875,294.63848876953125,87929.03125,9.314081398770212e-05,325.01470947265625,-5.544449777517002e-06,28.212217330932617,-0.3780286312103271,1.020396709442139,0.3392064571380615,2791 2187A,106.8089,39.6969,20170930,29.642857142857142,2229.0,5337.0,919926.2560763884,1224635.2736653455,1089,1.1197302341461182,201.92691040039065,294.779052734375,88125.4453125,8.162289304891601e-05,323.9920349121094,-5.224917003943119e-06,27.733753204345703,-0.418121725320816,1.038734793663025,0.3141795396804809,4130 2188A,106.7931,39.6572,20170930,32.05555555555556,2235.0,5335.0,919280.9964358698,1219681.008349963,1092,1.102946162223816,201.8756103515625,294.6890869140625,88028.6640625,9.65774670476094e-05,320.872802734375,-5.556231371883769e-06,28.15877723693848,-0.4109382629394531,1.0235331058502195,0.2792949676513672,2756 2189A,122.2603,43.6267,20170930,13.74074074074074,1600.0,7810.0,1969927.2879406828,1924798.078768354,178,1.912473440170288,25.552000045776367,289.6920166015625,99005.2734375,0.000643354083877,292.432373046875,-1.0296175787516404e-05,58.77179336547852,0.8248845934867859,1.7254332304000854,0.430637389421463,2785 2190A,122.3039,43.6156,20170930,16.096153846153847,1602.0,7817.0,1973369.53606524,1924365.265297439,175,1.945806622505188,25.43406867980957,289.6771240234375,99038.2421875,0.0006526683573611,292.0541687011719,-1.0513936103961896e-05,59.11852645874024,0.8356468081474304,1.7572301626205444,0.4297195076942444,3573 2191A,122.2532,43.6801,20170930,18.06,1591.0,7808.0,1967636.2073285931,1930947.4290770232,175,1.8217980861663816,26.097644805908203,289.7256164550781,99008.1640625,0.0006298287189565,294.7123718261719,-1.0436155207571574e-05,58.19010543823242,0.8013912439346313,1.63606858253479,0.4002312123775482,2428 2192A,119.7594,49.2261,20170930,9.464285714285714,704.0,7409.0,1622193.7813675902,2541301.901116832,609,1.4068249464035034,60.55192565917969,282.4194641113281,93522.4453125,0.001435778918676,342.36102294921875,-1.025794517772738e-05,64.29191589355469,1.2250438928604126,0.691681981086731,0.1304994225502014,2137 2194A,107.5936,40.916,20170930,25.68518518518519,2034.0,5463.0,961710.3622766308,1379813.209045939,1033,0.1937890201807022,207.0117645263672,292.81549072265625,89353.5,7.211055344669148e-05,159.45358276367188,-8.300209628941957e-06,26.746835708618164,-0.0880114361643791,0.1726504266262054,0.2673970758914947,3632 2195A,107.4211,40.7608,20170930,18.55555555555556,2058.0,5435.0,950998.4104096604,1359328.5469573117,1040,0.3150384128093719,191.9586334228516,293.0896301269531,89680.7421875,7.488261326216161e-05,154.45407104492188,-8.344054549525026e-06,27.27471160888672,-0.0652758106589317,0.3082016706466675,0.2668406367301941,1988 2196A,107.3715,40.7378,20170930,20.369565217391305,2062.0,5427.0,947573.7866724192,1356062.3678722049,1040,0.2965335249900818,196.29147338867188,292.9906921386719,89575.9375,7.862914208089933e-05,150.78097534179688,-8.312627869599964e-06,27.57088851928711,-0.0831822827458381,0.2846275269985199,0.2713181376457214,3317 2197A,113.1306,40.9923,20170930,15.673076923076923,2021.0,6349.0,1378766.172784399,1454987.0402453227,1374,1.6394673585891724,73.73101043701172,286.7214660644531,86195.640625,0.0006833734805695,186.4005279541016,-1.2638328371394891e-05,51.505027770996094,1.573800802230835,0.4593520760536194,0.3040672838687897,2983 2200A,122.0506,46.0703,20170930,7.5357142857142865,1209.0,7776.0,1873748.3916904551,2208821.153095704,274,1.0924770832061768,68.74583435058594,286.2622375488281,97348.8359375,0.001519922283478,242.7965087890625,-1.141578559327172e-05,61.53447723388672,1.018154501914978,0.396065205335617,0.2737680375576019,2142 2201A,121.9462,46.0756,20170930,5.111111111111111,1208.0,7759.0,1866523.40661885,2207459.45596167,299,1.0934656858444214,70.1540756225586,285.9786376953125,97095.5625,0.0016980740474537,237.1420745849609,-1.1280039871053305e-05,62.0600471496582,1.0285102128982544,0.3712599277496338,0.2583291828632355,3273 2202A,116.1042,43.9317,20170930,11.826923076923077,1551.0,6825.0,1524992.3901101097,1851538.9951273263,1007,1.3996496200561523,50.31745147705078,287.2570495605469,89127.6328125,0.0003403046284802,348.0506286621094,-8.726544365345035e-06,37.83014678955078,1.077138900756836,0.8937510251998901,0.4085919559001922,1790 2203A,116.0781,43.9311,20170930,12.982142857142858,1551.0,6820.0,1523151.0865058207,1851062.337044785,992,1.4264942407608032,51.93580627441406,287.2762756347656,89137.796875,0.0003310577885713,348.67333984375,-8.643640285299625e-06,37.55524444580078,1.123084545135498,0.8795264959335327,0.4172104597091675,2020 2204A,105.6775,38.8343,20170930,21.98214285714285,2367.0,5156.0,843554.946038019,1110050.957421609,1545,0.8537443280220032,223.21165466308597,293.168701171875,85552.9609375,0.0002496957313269,285.55615234375,-6.7266619225847535e-06,34.39824676513672,-0.584540843963623,0.6222469806671143,0.2027575224637985,2425 2205A,105.6975,38.843,20170930,26.767857142857142,2365.0,5160.0,845013.656583452,1111275.934394518,1597,0.8171573281288147,223.61569213867188,292.69873046875,84950.3125,0.0002711793640628,282.88104248046875,-6.940696039237082e-06,34.70642852783203,-0.5636763572692871,0.591620683670044,0.2054671943187713,2100 2206A,105.724,38.8516,20170930,15.648148148148149,2364.0,5164.0,846984.5608704722,1112545.1093749765,1666,0.7802475094795227,224.0697021484375,292.2057800292969,84332.0078125,0.0002951656351797,281.0040283203125,-7.181728051364189e-06,35.12784576416016,-0.5426750183105469,0.5606157183647156,0.2084787189960479,2119 2207A,121.6178,41.9967,20170930,18.464285714285715,1861.0,7707.0,1978051.947727556,1719791.5296409172,130,1.643009066581726,24.6512451171875,290.0000915527344,99513.6484375,0.0007448419346474,240.01626586914065,-5.561004854826024e-06,67.74626922607422,0.6852700114250183,1.4932795763015747,0.4774495661258697,2681 2208A,121.6561,42.0186,20170930,23.339285714285715,1857.0,7713.0,1980110.1129960956,1723144.197037336,142,1.665038824081421,26.03859519958496,289.7756652832031,99084.078125,0.000736930174753,242.9744415283203,-5.749445335823111e-06,67.68314361572266,0.7308928966522217,1.4960447549819946,0.4668364822864532,3637 2209A,121.6972,42.0503,20170930,20.089285714285715,1852.0,7720.0,1982046.9647630204,1727708.8618722176,156,1.6958063840866089,27.365049362182617,289.5617980957031,98660.2109375,0.0007303741876967,246.4051055908203,-5.989335477352142e-06,67.58822631835938,0.779469907283783,1.5060497522354126,0.4364728033542633,4368 2210A,121.6722,42.0228,20170930,21.425925925925924,1856.0,7716.0,1981138.8028490543,1723963.7305747815,145,1.672057867050171,26.6428165435791,289.68798828125,98907.8046875,0.000740846095141,243.76821899414065,-5.818357294629095e-06,67.6825942993164,0.7497752904891968,1.49452805519104,0.5088866949081421,2875 2211A,121.6592,42.0486,20170930,17.785714285714285,1852.0,7713.0,1979351.133315907,1726742.5032883694,157,1.6906802654266355,26.128042221069336,289.6879272460937,98941.2109375,0.0007069514831528,246.2797393798828,-5.895256435906049e-06,67.52252197265625,0.7445188760757446,1.517923355102539,0.4303184151649475,5900 2212A,123.2,41.1953,20170930,17.98,1989.0,7960.0,2120217.3282611608,1658581.0952115275,81,2.0186522006988525,196.58872985839844,290.2971496582031,100091.515625,0.0018453097436577,195.51258850097656,-9.481886991125066e-06,67.63251495361328,-0.5763086676597595,1.934638261795044,0.4890738129615783,3102 2213A,123.15,41.2553,20170930,19.03703703703704,1979.0,7952.0,2114489.313418855,1664537.520435651,24,2.013300657272339,193.83871459960935,290.4433288574219,100530.1484375,0.0019409691449254,201.32373046875,-9.73073019849835e-06,64.95093536376953,-0.4815462529659271,1.954863786697388,0.4821687042713165,2922 2214A,123.1761,41.2736,20170930,17.482142857142858,1976.0,7956.0,2115763.1653877883,1667244.8605164387,27,1.993208765983581,194.13429260253903,290.39581298828125,100529.546875,0.001964378170669,200.2340240478516,-9.712917744764129e-06,65.2009506225586,-0.486718088388443,1.9328700304031368,0.542405366897583,3493 2215A,123.1417,41.2894,20170930,21.98214285714285,1974.0,7951.0,2112705.527059017,1668357.1473407869,21,1.9940149784088133,192.9287567138672,290.478759765625,100651.21875,0.0019904107321053,203.0783233642578,-9.472370948060416e-06,64.380126953125,-0.4461263418197632,1.9434677362442017,0.5318958163261414,4884 2216A,123.8139,42.3022,20170930,13.72,1812.0,8058.0,2125927.468594368,1801558.9851076065,59,2.1718223094940186,4.576078414916992,289.72149658203125,100321.515625,0.0023890221491456,251.1850433349609,-1.2606088603206445e-05,67.40998077392578,0.1732674241065979,2.1648995876312256,0.4086393415927887,5594 2217A,123.8831,42.2953,20170930,19.314814814814813,1813.0,8069.0,2131130.049309068,1802249.8072422612,77,2.109397649765014,3.1691935062408447,289.5965270996094,100100.328125,0.0024626944214105,248.35987854003903,-1.322323350905208e-05,67.9167709350586,0.1166116595268249,2.1061718463897705,0.4123030602931976,5789 2218A,123.8489,42.2864,20170930,19.185185185185187,1814.0,8064.0,2128994.7671028376,1800465.996790178,86,2.1296045780181885,3.520413637161255,289.6468811035156,100181.0859375,0.0024442472495138,249.1437530517578,-1.295316542382352e-05,67.71277618408203,0.1307618468999862,2.1255862712860107,0.4435477554798126,3783 2219A,123.7153,42.2217,20170930,17.615384615384613,1825.0,8042.0,2121699.179027222,1789996.4923347817,58,2.1444997787475586,2.7686774730682373,289.77374267578125,100451.6875,0.0024431890342384,248.6481170654297,-1.199649977934314e-05,66.98077392578125,0.1035855636000633,2.1419966220855717,0.4581017196178436,4826 2220A,120.4439,41.5931,20170930,22.517857142857142,1925.0,7519.0,1905460.833603888,1648952.3462998902,174,1.4814121723175049,34.819915771484375,290.287353515625,98082.5078125,0.0005361532093957,212.54443359375,-5.69319036003435e-06,63.59151077270508,0.8458630442619324,1.2161816358566284,0.5455413460731506,2010 2221A,120.4486,41.5672,20170930,30.240740740740737,1929.0,7520.0,1906615.979491785,1645982.2188283422,168,1.5320916175842283,32.638092041015625,290.29443359375,98018.1484375,0.0005214030970819,211.97315979003903,-5.643608801619848e-06,63.61783218383789,0.8262825608253479,1.2901790142059326,0.5066043138504028,2255 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2225A,124.3711,43.1594,20170930,27.410714285714285,1675.0,8147.0,2134916.6895196787,1914010.982032612,172,2.366252899169922,14.9541654586792,288.4765625,99167.875,0.0014032181352376,287.63262939453125,-1.2627820979105309e-05,66.94375610351562,0.6105846762657166,2.286118745803833,0.4050202071666717,2430 2226A,124.3897,43.1847,20170930,16.767857142857142,1671.0,8150.0,2135315.1700560125,1917375.9854434535,172,2.378974914550781,15.672057151794434,288.448486328125,99136.375,0.0013647207524627,288.83770751953125,-1.2809488907805644e-05,66.76758575439453,0.6426162719726562,2.2905383110046387,0.3574495613574981,3390 2227A,125.1358,42.8947,20170930,17.055555555555557,1717.0,8270.0,2198555.968829796,1899935.8451289448,266,1.952322483062744,25.174596786499023,287.5673828125,97611.8125,0.0016145708505064,234.2700042724609,-1.334265834884718e-05,68.46162414550781,0.8304522037506104,1.7668933868408203,0.3958129286766052,2266 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2243A,130.9298,45.2978,20170930,15.076923076923077,1332.0,9197.0,2498577.961401449,2316542.537005559,244,1.4077149629592896,56.43857955932617,284.977294921875,97521.75,0.0009472971432842,218.4818115234375,-1.0652726814441849e-05,73.65918731689453,1.1730173826217651,0.7782619595527649,0.2256324589252472,3112 2244A,130.2659,47.3349,20170930,9.946428571428571,1006.0,9091.0,2366724.864713445,2533591.38103058,175,1.2759302854537964,68.90410614013672,284.96240234375,98855.1171875,0.0009599408949725,151.3830108642578,-8.144819730659947e-06,72.25605010986328,1.1904003620147705,0.4592877626419067,0.2497814446687698,2825 2245A,130.261,47.2753,20170930,8.553571428571429,1016.0,9090.0,2368975.198855575,2526635.3459885963,145,1.316425085067749,67.49513244628906,285.08013916015625,99168.796875,0.0009479128057137,152.13470458984375,-8.231589163187891e-06,71.54679870605469,1.2161577939987185,0.503919780254364,0.2502824962139129,3526 2246A,130.3172,47.3489,20170930,10.23076923076923,1004.0,9099.0,2369414.807169054,2536433.754732379,167,1.27549409866333,68.00302124023438,284.92626953125,98857.359375,0.0008908458403311,152.87306213378906,-8.618754691269714e-06,72.0854721069336,1.1826260089874268,0.4777874946594238,0.22206611931324,4096 2247A,130.1097,47.3382,20170930,6.5555555555555545,1006.0,9066.0,2356551.752427589,2530215.852416144,165,1.246107578277588,72.6739730834961,284.9324951171875,98234.390625,0.0011843105312436,149.36184692382812,-7.283971172000747e-06,73.21519470214844,1.1895523071289062,0.3711461126804352,0.235856294631958,4722 2248A,131.1638,46.6572,20170930,16.46,1115.0,9234.0,2454156.754149267,2477988.9224501285,171,1.8522140979766848,45.3962516784668,286.0826721191406,98620.84375,0.0009962485637515,258.756103515625,-1.3759050489170477e-05,68.43264770507812,1.318709135055542,1.3006548881530762,0.2092437297105789,4005 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2252A,128.8736,47.7222,20170930,8.58695652173913,945.0,8868.0,2261062.045332382,2545351.0455756234,236,1.178014874458313,33.20689010620117,283.9967956542969,96847.34375,0.0016192442271858,150.3014678955078,-5.28298278368311e-06,74.8245849609375,0.6451391577720642,0.9856542944908142,0.2328245043754577,3141 2255A,130.2719,46.8025,20170930,10.0,1092.0,9091.0,2390031.596501306,2472648.711437882,82,1.746801257133484,43.48827362060547,286.3397521972656,99672.75,0.0008033986086957,169.83145141601562,-1.441031872673193e-05,67.80896759033203,1.2021310329437256,1.2673578262329102,0.2340050339698791,2765 2257A,130.3258,46.7975,20170930,9.803571428571429,1092.0,9100.0,2393740.8757894523,2473387.083503696,82,1.7981215715408323,41.60732650756836,286.36676025390625,99607.3203125,0.0008747880929149,176.24107360839844,-1.4572282452718356e-05,67.55461120605469,1.1939632892608645,1.344504714012146,0.2243400514125824,2409 2258A,130.3648,46.8032,20170930,7.98,1092.0,9106.0,2396022.4984242884,2474991.5372091588,82,1.8293099403381348,40.57372283935547,286.4550170898437,99678.953125,0.0009234295575879,180.51416015625,-1.468025857320754e-05,67.38504028320312,1.1898016929626465,1.3895132541656494,0.2519047260284424,2016 2259A,130.3794,46.7588,20170930,8.785714285714286,1099.0,9109.0,2398885.9101188523,2470254.7198747336,103,1.7998285293579102,39.18100738525391,286.3734436035156,99384.5625,0.0009823784930631,183.989013671875,-1.5172553503361996e-05,67.33422088623047,1.1370538473129272,1.395167112350464,0.2418242543935775,6067 2260A,131.0032,45.7677,20170930,15.01851851851852,1257.0,9208.0,2482815.007780296,2372189.29091003,216,1.450184345245361,51.86516189575195,285.3554077148437,98330.9140625,0.0012046130141243,234.6914520263672,-1.476726174587384e-05,72.04871368408203,1.1406327486038208,0.8955399394035339,0.2502042651176452,2531 2261A,130.8625,45.8194,20170930,9.125,1249.0,9186.0,2471285.721420864,2374560.9038063576,185,1.5611926317214966,46.41365432739258,285.40191650390625,98637.0546875,0.0011468654265627,227.64163208007807,-1.4954660400690044e-05,71.85359191894531,1.1308026313781738,1.076386570930481,0.2019392997026443,5554 2262A,130.9467,45.8309,20170930,15.788461538461537,1247.0,9199.0,2476322.778919029,2377997.410580304,294,1.525202751159668,47.58641815185547,285.46417236328125,98647.625,0.001130404882133,233.90689086914065,-1.4744828149559908e-05,71.62773895263672,1.1260250806808472,1.028742432594299,0.1995934098958969,6389 2266A,126.9934,46.6384,20170930,9.055555555555555,1118.0,8567.0,2182647.7636265806,2377406.7086662697,179,1.354006052017212,35.47883987426758,286.0062255859375,99025.8203125,0.0020377920009195,193.29473876953125,-1.249530578206759e-05,70.40454864501953,0.7858479619026184,1.1026220321655271,0.3348216116428375,2726 2267A,126.9636,46.6527,20170930,10.074074074074074,1116.0,8562.0,2180126.845829281,2378405.875754429,175,1.343766450881958,35.51603317260742,286.0140380859375,99051.96875,0.0020069298334419,193.6450042724609,-1.2420289749570657e-05,70.35807800292969,0.7806153297424316,1.0937769412994385,0.359696477651596,3804 2268A,124.1186,50.4269,20170930,8.203703703703704,512.0,8107.0,1857177.9635862515,2759831.0324130617,399,0.904144525527954,63.28695297241211,282.1476745605469,95568.34375,0.0008662218460813,233.7144317626953,-9.569376743456814e-06,71.87144470214844,0.8076310753822327,0.4064595997333526,0.1928582042455673,3941 2269A,124.1303,50.4217,20170930,6.517857142857142,513.0,8109.0,1858087.727651516,2759444.858611441,391,0.9072417616844176,62.94118881225586,282.1663818359375,95605.2578125,0.0008695937576703,233.4954376220703,-9.582066923030652e-06,71.8051528930664,0.8079217076301575,0.4127348661422729,0.1992467194795608,2509 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2277A,116.8028,32.7639,20170930,21.517857142857142,3338.0,6936.0,1873314.8269449745,538750.1655774832,23,1.153921604156494,266.0279541015625,295.0975341796875,100932.3984375,0.0040161707438528,185.4082946777344,-1.6054085790528916e-05,77.42023468017578,-1.1511462926864624,0.0799826085567474,0.7443878650665283,5760 2278A,117.0083,32.645,20170930,41.74074074074074,3357.0,6969.0,1893844.015225984,528782.6294143891,33,1.1768879890441897,267.89923095703125,295.0554504394531,100744.1875,0.00451301317662,189.8880615234375,-1.925768629007507e-05,77.6208724975586,-1.1760951280593872,0.0431945100426673,0.7506795525550842,2995 2279A,116.8556,32.6028,20170930,35.814814814814824,3364.0,6945.0,1882038.3590684524,520914.3596944212,46,1.1630133390426636,267.96588134765625,295.1363220214844,100804.625,0.0046611963771283,188.37692260742188,-2.008691626542713e-05,77.56868743896484,-1.162278652191162,0.0413332395255565,0.7667210698127747,3455 2280A,116.8306,32.6319,20170930,30.61111111111111,3359.0,6941.0,1879152.294286436,523839.070032935,50,1.1592429876327517,267.732421875,295.1504821777344,100849.7265625,0.0044925957918167,187.7095184326172,-1.9446290025371127e-05,77.52776336669922,-1.1583331823349,0.0459190942347049,0.7604321837425232,3995 2281A,116.7039,32.625,20170930,42.69642857142857,3360.0,6921.0,1868605.851660465,520615.6857350123,21,1.1729484796524048,267.1117248535156,295.18585205078125,100940.90625,0.0044984491541981,186.32687377929688,-1.8990929675055668e-05,77.52163696289062,-1.1714558601379397,0.0591557808220386,0.7517598867416382,5666 2282A,116.8008,33.975,20170930,34.482142857142854,3144.0,6936.0,1841119.280505484,680683.2468335719,62,1.210483193397522,241.2430725097656,294.77392578125,100797.0625,0.003558219410479,171.81752014160156,-1.390847046423005e-05,74.85962677001953,-1.0611742734909058,0.5823904871940613,0.7321714162826538,2640 2283A,116.8067,33.8997,20170930,32.839285714285715,3156.0,6937.0,1843604.427673459,671952.2146555979,29,1.217910647392273,242.927001953125,294.79132080078125,100823.71875,0.0038795855361968,171.54876708984375,-1.3707316611544227e-05,75.01065063476562,-1.0844430923461914,0.5543370246887207,0.721107542514801,2581 2284A,116.7844,33.9461,20170930,32.410714285714285,3149.0,6933.0,1840522.036111596,676982.2798847214,32,1.211574673652649,241.7947998046875,294.7933349609375,100829.65625,0.0036721986252814,171.58116149902344,-1.3825918358634226e-05,74.85423278808594,-1.0676947832107544,0.5726613402366638,0.723996102809906,3590 2285A,117.8178,30.9414,20170930,35.285714285714285,3629.0,7099.0,2009153.0148692825,346414.2245985095,29,1.517890453338623,295.56414794921875,295.9562683105469,100718.8125,0.002543797250837,210.6429443359375,-2.359613790758885e-05,81.75931549072266,-1.369331955909729,-0.6549209952354431,0.8358995318412781,3454 2286A,117.8078,30.9222,20170930,36.35714285714285,3633.0,7097.0,2008815.0385224984,343981.7322338699,58,1.498499035835266,295.3621520996094,295.9592590332031,100605.5,0.0025910839904099,209.1052398681641,-2.321592182852328e-05,81.95999908447266,-1.3541094064712524,-0.6417843103408813,0.8254637122154236,4335 2287A,117.7806,30.9414,20170930,34.01851851851852,3629.0,7093.0,2005936.4287127105,345654.185208579,14,1.519342064857483,296.82623291015625,295.9465637207031,100686.5546875,0.0025448421947658,211.44482421875,-2.4687704353709705e-05,81.68724822998047,-1.3558706045150757,-0.6855764985084534,0.8250719308853149,2420 2288A,117.7442,30.8811,20170930,41.910714285714285,3639.0,7087.0,2004438.1630664456,337913.5863225366,10,1.4893736839294434,296.7772216796875,296.0421142578125,100657.0625,0.0026599548291414,208.34906005859372,-2.384694198553916e-05,82.1962661743164,-1.329700946807861,-0.670916736125946,0.8169489502906799,4221 2289A,117.8561,30.9219,20170930,35.589285714285715,3633.0,7105.0,2013000.4245234705,344935.40041920287,37,1.4872283935546875,294.40484619140625,295.8962707519531,100441.1015625,0.0025921033229678,207.82716369628903,-2.17523720493773e-05,82.05027770996094,-1.3543788194656372,-0.6144154667854309,0.8100452423095703,5447 2290A,117.8472,30.9697,20170930,39.660714285714285,3625.0,7104.0,2010917.2839420205,350299.7853213776,8,1.5352187156677246,295.7451171875,295.9307556152344,100751.171875,0.0025047431699931,211.9624938964844,-2.343768392165657e-05,81.5997543334961,-1.3828654289245603,-0.666767954826355,0.8286743760108948,4438 2291A,117.0549,30.5103,20170930,27.30357142857143,3698.0,6977.0,1954563.7334420492,280990.33640474896,14,2.172835111618042,325.8690185546875,296.47412109375,100713.265625,0.0034249124582856,229.78433227539065,-2.932432107627392e-05,81.7813720703125,-1.2192842960357666,-1.798487663269043,0.8248761296272278,3656 2292A,117.0331111,30.51197222,20170930,29.785714285714285,3698.0,6973.0,1952620.9584514084,280751.249644272,23,2.192110300064087,326.7118530273437,296.4537353515625,100665.484375,0.0034395013935863,231.8827667236328,-2.966080683108885e-05,81.64163208007812,-1.2032780647277832,-1.8323400020599363,0.8200901746749878,3183 2293A,117.0486,30.5489,20170930,31.48214285714285,3692.0,6976.0,1952992.047385123,285346.2082706045,22,2.144277334213257,327.5391845703125,296.3617858886719,100484.8828125,0.003319987328723,228.4163818359375,-2.946451968455221e-05,81.74190521240234,-1.1510190963745115,-1.809165596961975,0.8231680989265442,3307 2294A,116.9894,30.6145,20170930,48.32142857142857,3682.0,6966.0,1946102.3619147795,291789.20038028783,28,2.089294195175171,332.6904296875,296.11883544921875,99982.1171875,0.0032015284523367,226.214111328125,-2.881088585127145e-05,81.65229797363281,-0.958709716796875,-1.8563475608825684,0.8046789169311523,6127 2295A,118.3057,29.7128,20170930,18.160714285714285,3826.0,7177.0,2085664.706365568,214394.07578250195,139,0.8131909966468811,294.1195678710937,296.3243408203125,99219.21875,0.0025420738384127,186.9242248535156,-1.1045311111956836e-05,81.24723815917969,-0.7422146797180176,-0.3322603702545166,0.6278794407844543,4189 2296A,118.3236,29.7207,20170930,7.5,3825.0,7180.0,2087015.8500131485,215685.87421322652,134,0.8126318454742432,294.0570068359375,296.3207702636719,99186.0078125,0.0025238760281354,186.77496337890625,-1.1023209481209053e-05,81.16436767578125,-0.7420663833618164,-0.3312219977378845,0.6225070953369141,2935 2297A,118.1371,30.2756,20170930,12.27777777777778,3736.0,7150.0,2055251.7291966607,275872.8253496108,176,0.6612316370010376,299.38604736328125,295.0885009765625,97591.78125,0.0036020129919052,133.5873565673828,-7.953954082040582e-06,86.05772399902344,-0.5761730670928955,-0.3244254291057586,0.6774470806121826,6963 2298A,118.3094,32.3153,20170930,28.892857142857142,3410.0,7177.0,2013043.5096355365,516181.13011853705,22,1.2912567853927612,278.3080139160156,294.8568115234375,100721.15625,0.0047448836266994,224.6412506103516,-1.4696693142468575e-05,81.17740631103516,-1.2777153253555298,-0.1865149289369583,0.7341705560684204,3478 2299A,118.3244,32.2786,20170930,35.839285714285715,3416.0,7180.0,2015348.227063966,512215.9373989193,24,1.2927929162979126,279.5142822265625,294.9067687988281,100795.703125,0.0047342586331069,224.6499786376953,-1.4660715351055842e-05,80.84752655029297,-1.275020718574524,-0.213625282049179,0.767422080039978,3016 2300A,118.3158,32.3061,20170930,35.685185185185176,3411.0,7179.0,2013844.861990748,515241.1365593568,20,1.289920687675476,278.6495056152344,294.8706359863281,100757.5078125,0.0047497362829744,224.61331176757807,-1.470410279580392e-05,81.04228973388672,-1.275260090827942,-0.1939257830381393,0.7627018094062805,2734 2301A,115.8275,32.8928,20170930,27.16666666666667,3317.0,6780.0,1787551.592128976,535684.1737428412,31,1.2087959051132202,259.87908935546875,294.9301147460937,100911.09375,0.0036298495251685,168.22531127929688,-1.01450987131102e-05,76.72418212890625,-1.1899772882461548,0.2124653756618499,0.8104889988899231,2375 2303A,115.8556,32.8603,20170930,29.535714285714285,3322.0,6785.0,1790748.555052012,532383.4221964746,29,1.2184292078018188,260.9853820800781,294.94500732421875,100894.09375,0.003746552625671,168.66566467285156,-1.0061052307719365e-05,76.72084045410156,-1.2033716440200806,0.1909617632627487,0.8000186085700989,3371 2304A,116.9765,33.6481,20170930,26.98214285714285,3196.0,6964.0,1864434.6918949855,645633.2906256181,29,1.2106621265411377,248.78585815429688,294.822509765625,100946.1640625,0.0038947435095906,172.4189910888672,-1.302207510889275e-05,75.85298156738281,-1.1286054849624634,0.4381236732006073,0.7089177370071411,4578 2305A,116.9677,33.6284,20170930,34.535714285714285,3200.0,6963.0,1864225.8952965592,643156.0548762564,29,1.206411600112915,249.13058471679688,294.8247375488281,100946.671875,0.0038770583923906,172.5395050048828,-1.295181027671788e-05,75.87652587890625,-1.1272493600845337,0.4298111498355865,0.7159059047698975,3269 2306A,116.989,33.63063889,20170930,36.30357142857143,3199.0,6966.0,1865943.443678353,643822.9067533162,30,1.208070158958435,249.23236083984372,294.82574462890625,100947.3515625,0.0038762723561376,172.6703643798828,-1.297631661145715e-05,75.91249084472656,-1.1295619010925293,0.4283964037895202,0.7117930054664612,2838 2307A,116.508,31.7371,20170930,27.69642857142857,3502.0,6889.0,1875096.510260283,413131.9583151026,64,0.9519522190093994,268.666015625,295.08953857421875,100642.1015625,0.0036318197380751,173.3083038330078,-1.3472636055666952e-05,81.28633880615234,-0.9516932368278505,0.0222049728035926,0.8532832860946655,5482 2308A,116.478,31.7618,20170930,24.089285714285715,3498.0,6884.0,1871882.4601550256,415442.9125190334,42,0.9577932953834534,267.2589416503906,295.0743408203125,100653.5859375,0.0037667469587177,173.64698791503906,-1.3735031643591356e-05,81.27276611328125,-0.9566953778266908,0.0458468459546566,0.8896992802619934,4832 2309A,116.5068,31.7797,20170930,12.428571428571429,3495.0,6889.0,1873887.5358068787,418081.2793079677,42,0.9976189136505128,267.9040832519531,295.09747314453125,100705.5390625,0.0038627253379672,175.7510986328125,-1.4159244528855195e-05,81.10989379882812,-0.9969498515129088,0.0365304388105869,0.8454071283340454,2906 2310A,116.5661,31.7712,20170930,37.98214285714285,3497.0,6899.0,1879192.52657482,418221.6870418789,52,0.9975776076316832,269.8447265625,295.0945129394531,100704.1796875,0.0037744904402643,175.90328979492188,-1.3925309758633375e-05,81.13957214355469,-0.9975737929344176,0.0027496805414557,0.8435752391815186,4413 2311A,115.8067,33.8399,20170930,23.160714285714285,3166.0,6777.0,1761872.5278001337,646576.9226758309,39,1.1199361085891724,236.5893096923828,294.83477783203125,100792.09375,0.0032483376562595,165.25930786132812,-1.1860951417475007e-05,75.00956726074219,-0.9348432421684264,0.616705060005188,0.7963799238204956,5455 2312A,115.7831,33.8561,20170930,21.571428571428577,3163.0,6773.0,1759494.7532191046,648060.0469221858,39,1.113734006881714,236.1529083251953,294.8445129394531,100797.6953125,0.0032500221859663,164.90823364257812,-1.1889684174093418e-05,74.96863555908203,-0.9249682426452636,0.620352566242218,0.7827152013778687,2591 2314A,117.4697,30.6617,20170930,31.074074074074076,3674.0,7043.0,1986599.7896792148,306880.2837323274,19,1.6201465129852295,308.3812866210937,296.24957275390625,100552.421875,0.0030116888228803,205.565185546875,-2.3553446226287637e-05,83.23473358154297,-1.2700934410095217,-1.0058515071868896,0.8206959366798401,2854 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2335A,117.0181,25.1174,20170930,23.125,4561.0,6971.0,2092600.1913207867,-339472.5892936677,358,0.4512207508087158,221.7364044189453,297.40106201171875,94069.15625,0.0016619425732642,72.7903823852539,-7.90783542470308e-06,76.95524597167969,-0.3003724813461303,0.3367143273353576,0.3962393403053283,5027 2336A,117.0216,25.1035,20170930,24.5,4564.0,6971.0,2093287.343388321,-340977.7940529589,338,0.4642695784568786,222.1683654785156,297.5323486328125,94415.953125,0.0016254978254437,74.30174255371094,-7.970118531375192e-06,77.12821197509766,-0.3116620481014251,0.3441119194030761,0.3875156342983246,3279 2337A,117.0256,25.0661,20170930,19.857142857142858,4570.0,6972.0,2094630.1441670745,-345142.6030277726,353,0.4858923256397247,224.5269775390625,297.5657653808594,94550.296875,0.0015982327749952,77.18167114257812,-8.038879968808033e-06,77.50200653076172,-0.3407216370105743,0.3464103043079376,0.3534391820430755,3534 2338A,117.0151,25.0311,20170930,19.964285714285715,4575.0,6970.0,2094554.5824947616,-349343.1519127051,397,0.501576840877533,226.44793701171875,297.6001281738281,94625.90625,0.0015686618862673,80.02143096923828,-8.257155059254728e-06,77.7223892211914,-0.3635088503360748,0.345601886510849,0.3803542554378509,5299 2339A,119.5001,26.6946,20170930,25.19230769230769,4309.0,7368.0,2278312.8151818123,-104917.82954884208,135,0.421335756778717,283.0621643066406,297.2511291503906,96428.2265625,0.0030627564992755,197.2198486328125,-2.0785204469575547e-05,85.26898956298828,-0.4104389548301697,-0.0952034443616867,0.3287853300571441,6646 2340A,119.5202,26.6607,20170930,26.160714285714285,4314.0,7371.0,2281125.4389794287,-108306.3822120872,83,0.4546222686767578,287.39190673828125,297.4510498046875,96823.1484375,0.002954225288704,211.39259338378903,-2.385190782661084e-05,85.2342758178711,-0.4338456392288208,-0.1358653157949447,0.3415791392326355,3604 2341A,119.5392,26.6611,20170930,20.803571428571427,4314.0,7374.0,2282844.53055025,-107819.64242208912,27,0.4559729397296905,287.51470947265625,297.4846496582031,96891.765625,0.0029509656596928,219.6380920410156,-2.590122858237009e-05,85.02977752685547,-0.4348414540290832,-0.1372013688087463,0.3836682736873626,3526 2342A,117.3097,29.3864,20170930,21.203703703703702,3878.0,7018.0,2006821.8415774077,155958.82249806143,81,1.4311680793762207,317.18341064453125,298.1679077148437,99777.2578125,0.0014712380943819,198.3476104736328,-1.648478973947931e-05,76.96733093261719,-0.9727729558944702,-1.049740433692932,0.5837806463241577,6822 2343A,117.2111,29.2958,20170930,31.46296296296296,3893.0,7002.0,2000512.1314564864,143480.0320921687,45,1.4432228803634644,321.2081298828125,298.2841491699219,99904.390625,0.0012952743563801,204.3052215576172,-1.7104068319895305e-05,75.96717071533203,-0.9042511582374572,-1.1248208284378052,0.6024981141090393,3457 2344A,117.1983,29.2786,20170930,27.82142857142857,3896.0,7000.0,1999835.690263616,141232.27456660167,59,1.4436287879943848,321.98406982421875,298.33331298828125,99872.8984375,0.0012674173340201,204.95822143554688,-1.713918572932016e-05,75.71332550048828,-0.8891861438751221,-1.1372827291488647,0.613533616065979,4064 2345A,117.1558,29.2647,20170930,28.392857142857142,3898.0,6993.0,1996440.454459809,138762.073087422,38,1.4586111307144165,324.1591186523437,298.3687744140625,99905.7890625,0.0012250004801899,203.66546630859372,-1.713570782158058e-05,75.46234893798828,-0.8541572093963623,-1.18235445022583,0.6059606075286865,4006 2346A,117.2461,29.2956,20170930,28.035714285714285,3893.0,7007.0,2003615.8349127409,144170.06427195165,51,1.4353379011154177,319.8501281738281,298.2926025390625,99840.71875,0.0013085952959954,205.7948303222656,-1.712844277790282e-05,76.0452651977539,-0.9255691766738892,-1.0970489978790283,0.6530355215072632,4083 2347A,114.0944,27.4948,20170930,17.482142857142858,4181.0,6503.0,1764724.8309946586,-124369.65821175376,397,0.4049240052700043,266.1953430175781,296.488037109375,94375.828125,0.0031995184253901,120.7186279296875,-1.1574941709113771e-05,81.8294677734375,-0.4040303826332092,0.0268867164850235,0.6681833863258362,6798 2348A,113.8381,27.6428,20170930,38.75,4157.0,6462.0,1738009.0356285826,-111831.65234103688,110,0.4273565411567688,276.16680908203125,298.4932861328125,99058.734375,0.0020205120090395,140.9618682861328,-1.160545798484236e-05,78.94538879394531,-0.4248858690261841,-0.0458869785070419,0.7319207191467285,1503 2349A,113.8447,27.6231,20170930,35.892857142857146,4160.0,6463.0,1739052.8185498226,-113993.005896597,109,0.4301271736621856,274.7980041503906,298.4550476074219,99049.7890625,0.0021425897721201,139.74888610839844,-1.1595278010645416e-05,79.21107482910156,-0.4286216497421264,-0.035956222563982,0.7224904298782349,3020 2350A,113.8686,27.6442,20170930,35.607142857142854,4157.0,6467.0,1740756.853579138,-111129.83984451884,109,0.4340054988861084,271.2952880859375,298.458251953125,99026.796875,0.0020943980198353,139.5206298828125,-1.1595263458730187e-05,79.14935302734375,-0.433895081281662,-0.0097902631387114,0.7659739255905151,2976 2351A,113.865,27.6178,20170930,34.410714285714285,4161.0,6466.0,1741022.2371732127,-114246.37055030932,115,0.4336645901203155,271.8798217773437,298.426025390625,99029.0390625,0.0022200874518603,138.60960388183594,-1.1593605449888855e-05,79.41168212890625,-0.43343186378479,-0.0142051130533218,0.7360207438468933,4709 2352A,115.0586,27.7758,20170930,36.642857142857146,4136.0,6657.0,1845915.6522228064,-74206.46100312917,72,1.3193330764770508,312.7131042480469,299.8113708496094,100030.25,0.0009944955818355,245.9426727294922,-2.08493565878598e-05,71.75147247314453,-0.9694535732269288,-0.8948740363121033,0.6418740749359131,6959 2353A,114.9831,27.8344,20170930,37.03703703703704,4127.0,6645.0,1837668.7320569232,-68856.76044278535,54,1.3093851804733276,308.979736328125,299.7149963378906,100238.5625,0.0010864366777241,235.56040954589844,-1.950193109223619e-05,72.3275375366211,-1.0179295539855957,-0.8235952258110046,0.6726652979850769,3708 2354A,114.9289,27.8328,20170930,40.42857142857143,4127.0,6637.0,1832791.06211367,-70053.83302619017,51,1.2675511837005615,307.5641784667969,299.6889038085937,100272.328125,0.0011236862046644,227.58822631835935,-1.8988146621268243e-05,72.70048522949219,-1.0048017501831057,-0.7726963758468628,0.6821972727775574,2135 2355A,114.9314,27.8036,20170930,36.83928571428572,4132.0,6637.0,1833711.2904826163,-73378.90728848478,60,1.24810528755188,309.1874694824219,299.8370666503906,100385.1953125,0.0010723284212872,230.14259338378903,-1.929103564179968e-05,72.59244537353516,-0.9674371480941772,-0.7885632514953613,0.6725385785102844,2013 2356A,114.9119,27.8042,20170930,45.71428571428572,4131.0,6634.0,1831927.671054904,-73673.36069290356,71,1.23030424118042,308.23486328125,299.7914428710937,100373.8125,0.0011174527462571,226.63888549804688,-1.903686643345281e-05,72.76477813720703,-0.9664300084114076,-0.7613551020622253,0.6720322370529175,2534 2357A,116.9622,28.095,20170930,23.98076923076923,4085.0,6962.0,2009954.5301688483,-63.79842710108032,103,0.8770107626914978,339.9772644042969,299.8280334472656,99380.859375,0.000920727092307,193.0242919921875,-1.6224172213696875e-05,70.67660522460938,-0.300350159406662,-0.8239767551422119,0.5242971777915955,7866 2358A,117.0564,28.2642,20170930,27.10714285714285,4058.0,6977.0,2013984.4546769967,21340.64094460762,34,0.9303888082504272,340.3896484375,300.3812866210937,100308.640625,0.0006086001521907,204.43003845214844,-1.7813968952395953e-05,69.87372589111328,-0.3123311400413513,-0.8763974905014038,0.5478561520576477,4911 2359A,117.0281,28.2403,20170930,27.94642857142857,4062.0,6972.0,2012071.24824598,18009.3125887501,37,0.9552468061447144,341.259033203125,300.3687744140625,100286.8515625,0.0006121876649558,206.52301025390625,-1.7636135453358293e-05,69.79022979736328,-0.3069864809513092,-0.9045749306678772,0.5773587226867676,2500 2360A,117.0222,28.2264,20170930,25.69642857142857,4064.0,6972.0,2011906.169200477,16288.283141491664,40,0.9400169849395752,340.89971923828125,300.35089111328125,100254.375,0.0006242408417165,204.5333251953125,-1.747750684444327e-05,69.8965835571289,-0.307668536901474,-0.8882409334182739,0.5897074937820435,3902 2361A,116.9983,28.2169,20170930,27.714285714285715,4065.0,6968.0,2010008.3655975373,14705.485259982275,40,0.976323902606964,341.9186706542969,300.3878479003906,100316.6484375,0.0006127342930994,207.3685302734375,-1.7469834347139113e-05,69.84675598144531,-0.3030957281589508,-0.9280847907066344,0.5937244892120361,3798 2362A,114.9064,25.9118,20170930,42.35714285714285,4434.0,6633.0,1876142.040244145,-291455.7268141943,126,0.4133844077587127,348.53472900390625,300.6537475585937,98918.1015625,0.0012468928471207,269.0700988769531,-2.083543222397566e-05,70.22038269042969,-0.0822050273418426,-0.4051283895969391,0.5243806838989258,6079 2363A,114.9367,25.8664,20170930,40.44642857142857,4441.0,6638.0,1880028.4981171903,-296077.7442316773,109,0.3861787021160126,342.44366455078125,300.6371459960937,98940.03125,0.0012534906854853,269.2521057128906,-2.017312726820819e-05,70.10188293457031,-0.1165191456675529,-0.368181049823761,0.5214551687240601,3781 2364A,114.9461,25.8481,20170930,42.46428571428572,4444.0,6639.0,1881334.153967068,-297993.95952515537,117,0.3769164681434631,340.69171142578125,300.6005859375,98895.765625,0.0012701714877039,268.7189025878906,-1.981656896532513e-05,70.10066986083984,-0.1246572583913803,-0.3557057380676269,0.5373123288154602,3168 2365A,114.9322,25.8333,20170930,39.535714285714285,4447.0,6637.0,1880389.794914991,-299955.1525860561,108,0.3767384588718414,340.8460693359375,300.6205444335937,98927.6953125,0.001271745073609,266.7275390625,-1.9355717086000368e-05,70.18984985351562,-0.1236400678753852,-0.3558721840381622,0.5210320949554443,3170 2366A,114.8905,25.8471,20170930,45.907407407407405,4445.0,6630.0,1876185.3531846933,-299171.60273901414,121,0.3917076587677002,349.21209716796875,300.59112548828125,98993.984375,0.0013357220450416,264.0013732910156,-1.937129491125233e-05,70.38237762451172,-0.073351077735424,-0.3847785294055938,0.5226696729660034,2417 2367A,114.9817,27.0658,20170930,41.407407407407405,4250.0,6645.0,1855813.9846336243,-157493.5722620702,51,1.1863996982574463,324.32373046875,300.7977294921875,100071.0625,0.0011298632016405,244.7779693603516,-2.1057448975625448e-05,70.80792999267578,-0.6919857859611511,-0.9636907577514648,0.6246426105499268,4221 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2374A,114.3703,27.7914,20170930,48.21428571428572,4133.0,6547.0,1783051.47022362,-85114.99595776059,104,0.6562461853027344,269.299560546875,298.8165588378906,99777.34375,0.0023313830606639,139.25025939941406,-1.1934160283999518e-05,78.39045715332031,-0.6561967730522156,0.0080527001991868,0.740772545337677,2752 2375A,114.4011,27.8072,20170930,48.69642857142857,4131.0,6552.0,1785484.3674760545,-82729.366197287,97,0.6934680342674255,272.3081359863281,298.88525390625,99881.8671875,0.0022717525716871,144.4727325439453,-1.2403887012624182e-05,78.0294418334961,-0.6929067373275757,-0.0278956294059753,0.7638365030288696,2827 2376A,116.2239,28.0797,20170930,33.32142857142857,4087.0,6844.0,1943846.016460574,-16680.09585076286,45,1.5672740936279297,347.06463623046875,299.9745788574219,100303.0234375,0.0006537055596709,258.286865234375,-2.0365248929010704e-05,72.60427856445312,-0.3509684801101684,-1.5274715423583984,0.6095056533813477,7164 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2380A,116.385,27.9647,20170930,27.73214285714285,4106.0,6870.0,1961297.6044311996,-26728.89280097293,47,1.3521020412445068,349.19970703125,300.2750549316406,100286.9453125,0.0005244889762252,240.24261474609372,-1.937769411597401e-05,71.57439422607422,-0.2534809708595276,-1.3281292915344238,0.6009930968284607,3323 2381A,118.0058,28.4569,20170930,30.339285714285715,4027.0,7129.0,2093837.0577692708,63355.263932267975,125,0.806094765663147,300.8506164550781,300.1694030761719,99277.8515625,0.0009487102506682,197.0068817138672,-9.893208698485978e-06,68.62698364257812,-0.6920638680458069,-0.4133235812187195,0.4992901682853699,6541 2382A,117.973,28.4459,20170930,35.964285714285715,4029.0,7124.0,2091207.6165063176,61392.22790915319,89,0.7625488638877869,294.9501647949219,300.0818176269531,99170.8828125,0.0010032153222709,191.07809448242188,-1.0221874617855065e-05,68.8977279663086,-0.6914030909538269,-0.3216249346733093,0.5155189037322998,4687 2383A,117.9511,28.4622,20170930,39.05555555555557,4026.0,7120.0,2088804.6270223155,62800.349019267815,85,0.8052247762680054,295.5927734375,300.2019958496094,99184.359375,0.0008584329625591,197.27867126464844,-1.0111880328622648e-05,68.23428344726562,-0.7262423634529114,-0.347791463136673,0.5251950025558472,3083 2384A,117.9033,28.4303,20170930,44.14,4031.0,7113.0,2085404.2195137327,58117.42673374532,85,0.7314557433128357,284.3117980957031,300.0164489746094,99000.21875,0.0010114366887137,184.4610137939453,-1.0707301044021731e-05,68.63182067871094,-0.7087646126747131,-0.1807767003774643,0.534630537033081,2758 2385A,114.17,35.9019,20170930,47.05555555555557,2836.0,6515.0,1576879.6853202167,862483.1651688896,183,1.5517728328704834,38.31208801269531,294.39276123046875,97836.9921875,0.0005689454847015,145.33863830566406,-9.594452421879396e-06,67.14327239990234,0.9619892239570618,1.2176107168197632,0.595282793045044,3408 2386A,114.2956,35.7511,20170930,42.96428571428572,2860.0,6535.0,1590638.137638501,846612.4253695097,90,1.5328794717788696,27.874652862548828,295.4454650878906,99981.9921875,0.0007051336579024,159.46054077148438,-1.0790240594360512e-05,69.95637512207031,0.716661274433136,1.3550336360931396,0.6735336780548096,3491 2387A,114.2878,35.7306,20170930,42.30357142857143,2863.0,6534.0,1590487.025306871,844054.269670693,88,1.4988151788711548,28.244722366333008,295.43212890625,100018.8359375,0.0007319340948015,157.42507934570312,-1.0759284123196268e-05,70.18787384033203,0.7092780470848083,1.3203680515289309,0.6794177293777466,3488 2389A,113.836,35.31,20170930,49.32142857142857,2930.0,6462.0,1563381.4662337217,786912.6748246476,73,0.1518729031085968,51.43451690673828,295.22613525390625,99683.2890625,0.0010215911315754,93.1757354736328,-7.218939572339877e-06,66.35782623291016,0.1187463328242302,0.0946820378303527,0.7065027952194214,2366 2390A,113.884,35.272,20170930,51.67857142857143,2937.0,6469.0,1568193.2371085128,783170.9293929542,72,0.271540492773056,7.118319034576416,295.1761779785156,99875.234375,0.0010730060748755,97.86778259277344,-7.887558240327053e-06,67.19152069091797,0.0336478576064109,0.2694476842880249,0.6580409407615662,2409 2391A,113.883,35.30300000000001,20170930,46.23214285714285,2932.0,6469.0,1567395.900429671,786831.2393014932,74,0.2249107509851455,19.805763244628903,295.1789855957031,99794.1484375,0.0010554214240983,97.48114013671876,-7.743993592157494e-06,67.17202758789062,0.0762049257755279,0.2116073071956634,0.6718341112136841,1912 2392A,115.031,35.76300000000001,20170930,38.892857142857146,2858.0,6653.0,1650143.2458993164,860150.6616782272,54,1.434873342514038,188.34457397460935,295.60498046875,100621.3984375,0.0010815256973728,173.84588623046875,-1.2159490324847866e-05,64.99945068359375,-0.2082318067550659,1.4196834564208984,0.7085715532302856,2344 2394A,115.0628,35.7672,20170930,37.267857142857146,2857.0,6658.0,1652623.4236484051,861182.6019160567,51,1.4371190071105957,188.98948669433597,295.6107482910156,100623.796875,0.0010812507243826,174.6881103515625,-1.227538268722128e-05,64.96693420410156,-0.2245477586984634,1.4194679260253906,0.7247577905654907,2768 2395A,115.0772,35.767,20170930,37.481481481481474,2857.0,6660.0,1653797.949050044,861401.1932882805,51,1.4363834857940674,189.2954864501953,295.61090087890625,100624.8046875,0.0010832623811438,174.90089416503906,-1.2332638107181992e-05,64.97492980957031,-0.2320065647363662,1.417522668838501,0.7167056798934937,3680 2396A,113.8331,34.0117,20170930,40.0,3138.0,6461.0,1592973.5468594823,633144.2898393589,71,0.4763725996017456,222.93621826171875,294.5893249511719,100317.8359375,0.0027484078891575,141.8110809326172,-1.4730177099409048e-05,74.88338470458984,-0.3244896233081817,0.3487654626369476,0.7858432531356812,2639 2398A,113.7906,33.9953,20170930,31.767857142857142,3141.0,6454.0,1589798.005942752,630517.594394727,69,0.459972470998764,223.93060302734372,294.5797119140625,100273.34375,0.0027615136932581,142.73822021484375,-1.4837816706858575e-05,75.08560180664062,-0.3191152513027191,0.3312704861164093,0.7989294528961182,3542 2399A,114.056,33.567,20170930,32.785714285714285,3209.0,6497.0,1621903.539486874,584276.1560982083,62,0.6730672121047974,244.91018676757807,294.7405090332031,100575.6484375,0.0028806529007852,157.44119262695312,-1.2784031241608318e-05,75.00724792480469,-0.609549880027771,0.2854267358779907,0.8155102729797363,2604 2400A,114.005,33.568000000000005,20170930,33.94642857142857,3209.0,6489.0,1617594.0295511947,583553.4408340026,63,0.6661249995231628,244.89031982421875,294.730224609375,100556.390625,0.002871966920793,157.61117553710938,-1.2998350939597003e-05,74.92106628417969,-0.6031649112701416,0.2826917767524719,0.803994357585907,2272 2401A,114.014,33.581,20170930,31.839285714285715,3207.0,6490.0,1618049.8686146196,585235.640909436,64,0.6691023111343384,244.55841064453125,294.72967529296875,100570.6015625,0.0028912217821925,157.2350616455078,-1.3049336303083692e-05,74.84591674804688,-0.6042056679725647,0.2874602973461151,0.8050704002380371,2799 2402A,114.0322,33.5653,20170930,35.125,3210.0,6493.0,1619942.6209128257,583682.9573667224,63,0.6702185273170471,245.1307678222656,294.7405090332031,100569.421875,0.002868999261409,157.70677185058594,-1.2852005966124125e-05,75.007080078125,-0.6080597639083862,0.2818797528743744,0.8134567141532898,2339 2403A,112.5192,32.9917,20170930,26.42592592592593,3301.0,6251.0,1504811.5502489822,491899.4999457868,125,0.8567409515380859,318.1805419921875,294.34930419921875,99576.8984375,0.0026521999388933,177.33270263671875,-1.738226637826301e-05,79.9680404663086,-0.5713075995445251,-0.6384454965591431,0.8258695602416992,2208 2404A,112.5224,33.0122,20170930,26.892857142857142,3298.0,6252.0,1504646.982216325,494370.3040712911,129,0.8342776298522949,320.0416259765625,294.3274230957031,99543.0859375,0.0026499738451093,175.28416442871094,-1.732487180561293e-05,79.97956085205078,-0.5358450412750244,-0.6394444704055786,0.8096612095832825,2475 2405A,112.5003,32.9735,20170930,36.642857142857146,3304.0,6248.0,1503592.3777455753,489460.1653381704,126,0.8646644949913025,315.7203674316406,294.3599548339844,99574.7578125,0.0026489663869142,177.00689697265625,-1.7432003005524166e-05,79.94650268554688,-0.6037180423736572,-0.6190065741539001,0.823355495929718,2962 2406A,112.5573,33.027,20170930,33.660714285714285,3296.0,6257.0,1507296.133278448,496653.6545051158,128,0.8101873397827148,322.1501770019531,294.3233947753906,99579.671875,0.0026673297397792,175.7250213623047,-1.7361640857416205e-05,80.01697540283203,-0.4971728026866913,-0.6397051811218262,0.8035621047019958,2713 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2439A,112.2014,31.0483,20170930,29.464285714285715,3612.0,6200.0,1518301.9443409191,258064.9940135208,98,1.5155842304229736,356.6412658691406,295.1934509277344,99686.328125,0.0027665065135806,188.1011199951172,-2.1985671992297284e-05,81.3537368774414,-0.0889304652810096,-1.5129728317260742,0.9351325035095216,2842 2440A,112.1969,30.9892,20170930,26.80357142857143,3622.0,6199.0,1519136.2688867236,251053.8244428844,115,1.551419973373413,353.121337890625,295.3034362792969,99933.984375,0.0027334727346897,188.50917053222656,-2.253877391922288e-05,81.25767517089844,-0.1859457790851593,-1.5402363538742063,0.9281245470046996,3299 2441A,112.2211,31.0386,20170930,29.51851851851852,3614.0,6203.0,1520224.7164294473,257230.20387374016,89,1.518247127532959,356.2034912109375,295.22515869140625,99798.8671875,0.0027592324186116,187.24842834472656,-2.164372926927172e-05,81.18818664550781,-0.1006636172533035,-1.5149062871932983,0.9420129656791688,3332 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619,9.5,12,0.270547417,0.824494591,3.407457727 620,10,12,0.753266218,0.29811746,4.374270256 621,10.5,12,0.545090802,0.963122748,4.22092089 622,11,12,0.015637061,0.010520117,0.51947064 623,11.5,12,0.35264677,0.444586743,3.147800306 624,12,12,0.360385522,0.236455,3.664159341 ================================================ FILE: demo/demo_gnnwr_en_US.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# PM2.5 concentration spatial distribution estimation in China " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1 Introductions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.1 Backgrounds" ] }, { "cell_type": "markdown", "metadata": { "id": "07F60126A6AC44478EC9751ADCA2B877", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "\n", "China, as the largest developing country in the world, has been facing increasingly severe air quality problems accompanying the continuous advancement of industrialization and urbanization. According to the “2017 China Environmental Situation Bulletin” released by the Ministry of Ecology and Environment, among the 338 cities at the prefecture level and above, 239 cities have exceeded the national ambient air quality standards, with a proportion of more than 70%. Air quality problems have seriously affected people's daily travel and physical health, restricted sustainable economic development, and become a hot issue for public and government attention. PM2.5 is a respirable particle with a diameter of no more than 2.5 micrometers in the aerodynamic field, and is one of the main indicators for evaluating air quality. Comprehensive understanding of the spatial distribution of PM2.5 concentration, representing the spatial process and environmental behavior of atmospheric pollution, is of great significance and guidance value for supporting atmospheric pollution monitoring and early warning, comprehensive treatment, protecting human health and social sustainable development. By the end of 2017, the China National Environmental Monitoring Center had established over 400 ground-level air quality monitoring stations, and released hourly air quality monitoring data including PM2.5, providing high-precision and reliable real-time monitoring results. However, due to the uneven spatial distribution and low coverage of ground monitoring stations, it is difficult for existing studies to effectively analyze and deeply mine the spatiotemporal data of their monitoring data. Unlike ground monitoring, remote sensing observation based on satellites can obtain high-coverage atmospheric environment spatial datasets, such as atmospheric aerosol optical depth (AOD). Numerous studies have shown that there is a strong correlation between AOD and PM2.5 concentration. Research on PM2.5 concentration Spatial regression relationships with factors such as AOD retrieved from remote sensing inversion can provide effective solutions for obtaining the spatial distribution of PM2.5 concentration in the entire study area. Methodology Based on GWR geographical weighted regression thinking, Wu SenSen combines OLR with neural network model to propose a Geographically Neural Network Weighted Regression (GNNWR) model. By utilizing the learning ability of neural networks, this model can handle the spatial heterogeneity and complex nonlinear characteristics of regression relationships, which has better fitness accuracy and prediction performance compared to models such as OLR and GWR. The purpose of this case is to establish a PM2.5 concentration spatial estimation model based on GNNWR to achieve accurate fitting of spatial heterogeneity and nonlinear characteristics in PM2.5 regression relationships, and then obtain high-precision and high-reasonability PM2.5 concentration spatial distribution in China. \n", "\n", "![graph](https://pub.mdpi-res.com/remotesensing/remotesensing-13-01979/article_deploy/html/images/remotesensing-13-01979-ag.png?1621475926) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.2 Data description " ] }, { "cell_type": "markdown", "metadata": { "id": "D05AAC185E3D49EC8ABB64A3E23EB1BD", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "Many studies have shown that integrating meteorological conditions such as temperature, precipitation, wind speed, wind direction, and surface elevation factors can further improve the accuracy of PM2.5 spatial estimation. In this case, in addition to selecting AOD data as an auxiliary factor, temperature (TEMP), precipitation (TP), wind speed (WS), wind direction (WD), and surface elevation (DEM) factors are added as input variables for the model. The research time scale is the average of 2017 year scale:\n", "\n", "(1) PM2.5 monitoring site data. The hourly PM2.5 concentration observation values from January 1, 2017 to December 31, 2017 were obtained from the China Environmental Monitoring Station. PM2.5 concentrations were measured using cone-shaped element oscillation trace or beta attenuation methods following national standard GB3095-2012. PM2.5 data were averaged for one year's time scale \n", "\n", "![图片](https://www.mdpi.com/remotesensing/remotesensing-13-01979/article_deploy/html/images/remotesensing-13-01979-g001.png) \n", "\n", "(2) Aerosol data. Aerosol data are obtained from the LAADS website including both Terra and Aqua dark pixel inversion products with a resolution of 3 km (MOD04_3K and MYD04_3k), as well as deep blue algorithm inversion products with a resolution of 10 km (MOD04_L2 and MYD04_L2). In this article, the 3 km resolution AOD products are the main data source for PM2.5 estimation. When there is a missing value in the 3 km resolution data, a resolution-matching product will be used as much as possible using a 10 km resolution product for resampling substitution to ensure the reliability of AOD data.\n", "\n", "(3) DEM data. DEM data are obtained from the ETO-PO1 global surface elevation model of NOAA with a resolution of 1 arc minute\n", "\n", "(4) Meteorological data including temperature, precipitation, wind speed, and wind direction are obtained from the ERA5 global climate reanalysis modele provided by ECMWF with hourly gridded data at a resolution of 0.5 degrees. \n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.3 Model Introduction " ] }, { "cell_type": "markdown", "metadata": { "id": "86D4493F77124498975E055E70A236E9", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "Based on the geographical weighted idea similar to GWR, the GNNWR model believes that the spatial heterogeneity of the regression relationship can be regarded as the varying levels of spatial nonstationarity at different locations that affect the \"OLR regression relationship\". Therefore, in the spatial estimation experiment of PM2.5 concentration in this case, the model structure of GNNWR is defined as follows: \n", " \n", "![Image Name](https://mydde.deep-time.org/s3/static-files/upload/upload/1694059648746_1.png) \n", "\n", "In this equation, $(u_i, v_i)$ are the spatial coordinates of the i-th sample point, and $β = (β_0, β_1, ..., β_6)$ are the regression coefficients of the OLR model, reflecting the average level of the PM2.5 regression relationship for the entire region. The estimation matrix of OLR coefficients is represented as follows:\n", "\n", "![Image Name](https://mydde.deep-time.org/s3/static-files/upload/upload/1694059665465_2.png) \n", "\n", "of which: \n", "\n", "![Image Name](https://mydde.deep-time.org/s3/static-files/upload/upload/1694059673642_3.png) \n", "\n", "![Image Name](https://mydde.deep-time.org/s3/static-files/upload/upload/1694003342595_1.png) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.4 References" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Du Z H, Wu S S, Wang Z Y, et al. Estimating ground-level PM2.5 concentrations across China using geographically neural network weighted regression[J]. Journal of Geo-information Science,2020,22(1):122-135.\n", "\n", "[DOI:10.12082/dqxxkx.2020.190533](https://www.researching.cn/ArticlePdf/m40005/2020/22/1/01000122.pdf) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.5 Main Content " ] }, { "cell_type": "markdown", "metadata": { "id": "E3BFF987D9404CCF8E3C5C639A47034A", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "\n", "1. Model Training \n", "2. Result Storage, Loading, and Visualization\n", "3. Estimation \n", "\n", "![模型示意图](https://www.mdpi.com/remotesensing/remotesensing-13-01979/article_deploy/html/images/remotesensing-13-01979-g002.png) \n" ] }, { "cell_type": "markdown", "metadata": { "id": "33DD2DA7E0C244B3B610181368A805CE", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "## 2 Preparation" ] }, { "cell_type": "markdown", "metadata": { "id": "A0798D319B524FC48F524866D805C37A", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "Import Necessary Packages" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "id": "D0BC6C42245D4720B21C5B166B6D8CEF", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "from gnnwr import models, datasets, utils\n", "import pandas as pd\n", "import numpy as np\n", "import folium\n", "import torch.nn as nn\n", "from sklearn.metrics import r2_score as r2\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": { "id": "53E5F38F7AB3444EBDADA824C49964C0", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "## 3 Model Training" ] }, { "cell_type": "markdown", "metadata": { "id": "A52C0D05A5A14FA7A67DD5F3879E91DA", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.1 Import Training Data" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "id": "C9E0CFB808FD4B9F86CD6B58F373E68C", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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station_idlnglatdatePM2_5row_indexcol_indexproj_xproj_ydem...t2msptpblheru10v10aod_satndvi
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11002A116.17040.28652017060148.080737213468351625003.9731416959.964420...282.90768497125.085940.001044157.775970-0.00000653.6055030.211734-0.6768480.7120805255
21003A116.43439.95222017060154.898592218868771653776.7101381524.30548...284.492249100830.968800.001002129.971298-0.00000745.5374640.2666660.0691720.8758112609
31004A116.43439.87452017060152.266382220068771655828.0451372270.09845...284.636200100936.804700.001010138.793961-0.00000745.3879130.2994030.2279500.8696792420
41005A116.47339.97162017060153.189076218568841656224.6811384491.84240...284.506561100880.179700.001019130.520599-0.00000744.7901190.1691210.0795460.8732323296
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5 rows × 22 columns

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" ], "text/plain": [ " station_id lng lat date PM2_5 row_index col_index \\\n", "0 1001A 116.366 39.8673 20170601 54.733894 2201 6867 \n", "1 1002A 116.170 40.2865 20170601 48.080737 2134 6835 \n", "2 1003A 116.434 39.9522 20170601 54.898592 2188 6877 \n", "3 1004A 116.434 39.8745 20170601 52.266382 2200 6877 \n", "4 1005A 116.473 39.9716 20170601 53.189076 2185 6884 \n", "\n", " proj_x proj_y dem ... t2m sp tp \\\n", "0 1650847.552 1370268.366 46 ... 284.561066 100809.27340 0.001006 \n", "1 1625003.973 1416959.964 420 ... 282.907684 97125.08594 0.001044 \n", "2 1653776.710 1381524.305 48 ... 284.492249 100830.96880 0.001002 \n", "3 1655828.045 1372270.098 45 ... 284.636200 100936.80470 0.001010 \n", "4 1656224.681 1384491.842 40 ... 284.506561 100880.17970 0.001019 \n", "\n", " blh e r u10 v10 aod_sat ndvi \n", "0 134.995636 -0.000007 46.315975 0.425366 0.170262 0.870967 2401 \n", "1 157.775970 -0.000006 53.605503 0.211734 -0.676848 0.712080 5255 \n", "2 129.971298 -0.000007 45.537464 0.266666 0.069172 0.875811 2609 \n", "3 138.793961 -0.000007 45.387913 0.299403 0.227950 0.869679 2420 \n", "4 130.520599 -0.000007 44.790119 0.169121 0.079546 0.873232 3296 \n", "\n", "[5 rows x 22 columns]" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data = pd.read_csv('../data/pm25_data.csv')\n", "data.head(5)" ] }, { "cell_type": "markdown", "metadata": { "id": "3504795E356E4437816E76D12CAC0991", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.2 Partition Datasets" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "id": "40BD347213E44C4E80325892E5B48A17", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "train_dataset, val_dataset, test_dataset = datasets.init_dataset(data=data,\n", " test_ratio=0.15,\n", " valid_ratio=0.15,\n", " x_column=[\n", " 'dem', 'w10', 'd10', 't2m', 'aod_sat', 'tp'],\n", " y_column=[\n", " 'PM2_5'],\n", " spatial_column=[\n", " 'proj_x', 'proj_y'],\n", " sample_seed=23,\n", " batch_size=64)" ] }, { "cell_type": "markdown", "metadata": { "id": "5CC697DE031B42ADB899D9B2D91E5C4C", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.3 Initialize GNNWR Model" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "id": "06A2E9226CD346EA865E297EC5C250A9", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Add Graph Successfully\n" ] } ], "source": [ "gnnwr = models.GNNWR(train_dataset=train_dataset,\n", " valid_dataset=val_dataset,\n", " test_dataset=test_dataset,\n", " dense_layers=[512, 256, 128],\n", " start_lr=0.2,\n", " optimizer=\"Adadelta\",\n", " activate_func=nn.PReLU(init=0.1),\n", " model_name=\"GNNWR_PM25\",\n", " write_path=\"../demo_result/gnnwr/runs/\",\n", " model_save_path=\"../demo_result/gnnwr/models/\",\n", " log_path=\"../demo_result/gnnwr/logs/\",\n", " )\n", "gnnwr.add_graph()" ] }, { "cell_type": "markdown", "metadata": { "id": "771126F1DC394DA3A41FA3D80164ED2B", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.4 Model Training" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "id": "392C030FC48D40698859C4A8A60E82AB", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 200/200 [00:29<00:00, 6.71it/s, Train Loss=55.007241, Train R2=0.726874, Train AIC=6957.4873, Valid Loss=58.3, Valid R2=0.692, Best Valid R2=0.768, Learning Rate=0.2]\n" ] } ], "source": [ "gnnwr.run(max_epoch=200, early_stop=50)" ] }, { "cell_type": "markdown", "metadata": { "id": "10FD366C72BC4023BADF205C76A1B5E4", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.5 Model Evaluation and Analysis" ] }, { "cell_type": "markdown", "metadata": { "id": "BD45531797814F92BBFE8C1F81A8790D", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "Output the training result" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "hide_input": false, "id": "C3F2344514A7404C9B82AF1199B8AB86", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--------------------Model Information-----------------\n", "Model Name: | GNNWR_PM25\n", "independent variable: | ['dem', 'w10', 'd10', 't2m', 'aod_sat', 'tp']\n", "dependent variable: | ['PM2_5']\n", "\n", "OLS coefficients: \n", "x0: 4.84385\n", "x1: -8.85402\n", "x2: 0.17612\n", "x3: 18.69575\n", "x4: 35.19490\n", "x5: -23.06419\n", "Intercept: 22.06353\n", "\n", "--------------------Result Information----------------\n", "Test Loss: | 56.67216\n", "Test R2 : | 0.73790\n", "Train R2 : | 0.82596\n", "Valid R2 : | 0.76837\n", "RMSE: | 7.52809\n", "AIC: | 1452.48474\n", "AICc: | 1449.55029\n", "F1: | 0.14694\n", "F2: | 0.79863\n", "f3_param_0: | 1.39256\n", "f3_param_1: | 4.65791\n", "f3_param_2: | 0.36700\n", "f3_param_3: | 38.43280\n", "f3_param_4: | 84.29873\n", "f3_param_5: | 100.56641\n", "f3_param_6: | 71.90481\n" ] } ], "source": [ "print(gnnwr.result())" ] }, { "cell_type": "markdown", "metadata": { "id": "5527C08955E146FBAC4836BF7A049F1B", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "Save the training result" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "id": "EC21C530B5B3495D89A5CC748F5E4838", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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coef_demcoef_w10coef_d10coef_t2mcoef_aod_satcoef_tpbiasPred_PM2_5iddataset_belongdenormalized_pred_result
525-13.9827800.986766-0.26544015.09618639.7726550.16830810.86490850.4591220train50.459122
856-13.0172111.010324-0.24447315.63818243.804943-0.0792567.33337941.4632641train41.463264
1106-13.4626591.519648-0.25357114.01359543.1174200.4341808.65542750.6004332valid50.600433
878-13.7387391.328917-0.26030814.33370741.5659520.3655919.79605550.5112233train50.511223
1224-13.2822921.723946-0.25030513.51906744.4117130.5082607.89427150.5508694test50.550869
....................................
1371-17.2460466.366604-0.478529-1.59430452.89952110.62272214.19743653.3545801403test53.354580
9611.734755-22.650177-1.0145759.79945589.167091-34.36098514.35401012.0149441404train12.014944
925-17.3355736.256605-0.480732-1.36382752.11489110.56304414.69301753.4422841405train53.442284
1088-8.70037910.593680-0.70561325.24783732.3043904.6429906.71830412.0196151406valid12.019615
245-24.186794-3.212118-0.62342821.558348-1.865212-1.45251048.19895257.3499911407train57.349991
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1408 rows × 11 columns

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" ], "text/plain": [ " coef_dem coef_w10 coef_d10 coef_t2m coef_aod_sat coef_tp \\\n", "525 -13.982780 0.986766 -0.265440 15.096186 39.772655 0.168308 \n", "856 -13.017211 1.010324 -0.244473 15.638182 43.804943 -0.079256 \n", "1106 -13.462659 1.519648 -0.253571 14.013595 43.117420 0.434180 \n", "878 -13.738739 1.328917 -0.260308 14.333707 41.565952 0.365591 \n", "1224 -13.282292 1.723946 -0.250305 13.519067 44.411713 0.508260 \n", "... ... ... ... ... ... ... \n", "1371 -17.246046 6.366604 -0.478529 -1.594304 52.899521 10.622722 \n", "961 1.734755 -22.650177 -1.014575 9.799455 89.167091 -34.360985 \n", "925 -17.335573 6.256605 -0.480732 -1.363827 52.114891 10.563044 \n", "1088 -8.700379 10.593680 -0.705613 25.247837 32.304390 4.642990 \n", "245 -24.186794 -3.212118 -0.623428 21.558348 -1.865212 -1.452510 \n", "\n", " bias Pred_PM2_5 id dataset_belong denormalized_pred_result \n", "525 10.864908 50.459122 0 train 50.459122 \n", "856 7.333379 41.463264 1 train 41.463264 \n", "1106 8.655427 50.600433 2 valid 50.600433 \n", "878 9.796055 50.511223 3 train 50.511223 \n", "1224 7.894271 50.550869 4 test 50.550869 \n", "... ... ... ... ... ... \n", "1371 14.197436 53.354580 1403 test 53.354580 \n", "961 14.354010 12.014944 1404 train 12.014944 \n", "925 14.693017 53.442284 1405 train 53.442284 \n", "1088 6.718304 12.019615 1406 valid 12.019615 \n", "245 48.198952 57.349991 1407 train 57.349991 \n", "\n", "[1408 rows x 11 columns]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gnnwr.reg_result('../demo_result/gnnwr/gnnwr_result.csv').sort_values(by='id')" ] }, { "cell_type": "markdown", "metadata": { "id": "0D039711996848DE9217140B02C5E10E", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "## 4 Saving and Loading" ] }, { "cell_type": "markdown", "metadata": { "id": "96488D5CBDC9485CAC078B712F4EB2BA", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 4.1 Saving Datasets" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "id": "EEEC216859F14662AC92DB11004828F9", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "train_dataset.save('../demo_result/gnnwr/dataset/train_dataset/', exist_ok=True)\n", "val_dataset.save('../demo_result/gnnwr/dataset/val_dataset/', exist_ok=True)\n", "test_dataset.save('../demo_result/gnnwr/dataset/test_dataset/', exist_ok=True)" ] }, { "cell_type": "markdown", "metadata": { "id": "0EF15A835A134240AB32C6826816A446", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 4.2 Loading Datasets" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "id": "B8B0450836D34F17B770C4236A32A2EF", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "train_dataset_load = datasets.load_dataset(\n", " '../demo_result/gnnwr/dataset/train_dataset/')\n", "\n", "\n", "val_dataset_load = datasets.load_dataset(\n", " '../demo_result/gnnwr/dataset/val_dataset/')\n", "\n", "\n", "test_dataset_load = datasets.load_dataset(\n", " '../demo_result/gnnwr/dataset/test_dataset/')" ] }, { "cell_type": "markdown", "metadata": { "id": "85C871CF435D44299507646EEEF29DD9", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 4.3 Loading Model" ] }, { "cell_type": "markdown", "metadata": { "id": "475BB7B168104D958937E7DFD35D9ABF", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "Initialize the model" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "id": "E87800E3AB6041898E808E402C8F06A1", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "gnnwr_load = models.GNNWR(train_dataset=train_dataset_load,\n", " valid_dataset=val_dataset_load,\n", " test_dataset=test_dataset_load,\n", " dense_layers=[512, 256, 128],\n", " start_lr=0.2,\n", " optimizer=\"Adadelta\",\n", " activate_func=nn.PReLU(init=0.1),\n", " model_name=\"GNNWR_PM25\",\n", " model_save_path=\"../demo_result/gnnwr/models/\",\n", " log_path=\"../demo_result/gnnwr/logs/\",\n", " write_path=\"../demo_result/gnnwr/writes/\"\n", " )" ] }, { "cell_type": "markdown", "metadata": { "id": "35B7929FA9D543598710B7CA6B1FD517", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "Loading Parameters" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "3289C4F9F06E4C8490C3481938DED86A", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--------------------Model Information-----------------\n", "Model Name: | GNNWR_PM25\n", "independent variable: | ['dem', 'w10', 'd10', 't2m', 'aod_sat', 'tp']\n", "dependent variable: | ['PM2_5']\n", "\n", "OLS coefficients: \n", "x0: 4.84385\n", "x1: -8.85402\n", "x2: 0.17612\n", "x3: 18.69575\n", "x4: 35.19490\n", "x5: -23.06419\n", "Intercept: 22.06353\n", "\n", "--------------------Result Information----------------\n", "Test Loss: | 56.67217\n", "Test R2 : | 0.73790\n", "Train R2 : | 0.82596\n", "Valid R2 : | 0.76837\n", "RMSE: | 7.52809\n", "AIC: | 1452.48462\n", "AICc: | 1449.55017\n", "F1: | 0.14694\n", "F2: | 0.79846\n", "f3_param_0: | 1.39242\n", "f3_param_1: | 4.65801\n", "f3_param_2: | 0.36687\n", "f3_param_3: | 38.43230\n", "f3_param_4: | 84.29624\n", "f3_param_5: | 100.56878\n", "f3_param_6: | 71.90552\n" ] } ], "source": [ "gnnwr_load.load_model('../demo_result/gnnwr/models/GNNWR_PM25.pkl')\n", "print(gnnwr_load.result())" ] }, { "cell_type": "markdown", "metadata": { "id": "D8AF221F731440B59F0B0ED68D973250", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "## 5 Estimation" ] }, { "cell_type": "markdown", "metadata": { "id": "F86C3BA9A4E747ED821487D5FA3FA489", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 5.1 Import Estimation Data" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "id": "D6E5AE8DB59B46BE88857DD639425FC6", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "pred_data = pd.read_csv('../data/pm25_predict_data.csv')" ] }, { "cell_type": "markdown", "metadata": { "id": "91CA814D3C014609894F6494EDAE9412", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 5.2 Initialize Estimation Dataset" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "id": "F3B99F1FEAC84FD8984410F90EA322EC", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "pred_dataset = datasets.init_predict_dataset(data=pred_data, train_dataset=train_dataset, x_column=[\n", " 'dem', 'w10', 'd10', 't2m', 'aod_sat', 'tp'],\n", " spatial_column=['proj_x', 'proj_y'])" ] }, { "cell_type": "markdown", "metadata": { "id": "D9F130BCAFB84C43B55BE8C048C602E0", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 5.3 Estimate" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "id": "3488FBA395284C42B7315AAF110560DD", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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station_idlnglatdatePM2.5row_indexcol_indexproj_xproj_ydem...tpblheru10v10aod_satndvipred_resultdenormalized_pred_result
01001A116.36639.86732017093056.3571432201.06867.01.650848e+061.370268e+0646...0.00005164.583054-0.00000752.6820910.3842570.7848080.762762344352.02571152.025711
11002A116.17040.28652017093047.1481482134.06835.01.625004e+061.416960e+06420...0.00030440.621140-0.00000762.529091-0.156175-0.5377170.574785781041.10273741.102737
21003A116.43439.95222017093053.8571432188.06877.01.653777e+061.381524e+0648...0.00005860.242908-0.00000752.1266400.0938670.6175150.796827332852.55393252.553932
31004A116.43439.87452017093046.3333332200.06877.01.655828e+061.372270e+0645...0.00004769.535637-0.00000851.3015290.1974390.8934950.758839453551.53402751.534027
41005A116.47339.97162017093052.2037042185.06884.01.656225e+061.384492e+0640...0.00005962.281456-0.00000751.071964-0.0605430.6348630.760148390150.61805750.618057
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5 rows × 24 columns

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" ], "text/plain": [ " station_id lng lat date PM2.5 row_index col_index \\\n", "0 1001A 116.366 39.8673 20170930 56.357143 2201.0 6867.0 \n", "1 1002A 116.170 40.2865 20170930 47.148148 2134.0 6835.0 \n", "2 1003A 116.434 39.9522 20170930 53.857143 2188.0 6877.0 \n", "3 1004A 116.434 39.8745 20170930 46.333333 2200.0 6877.0 \n", "4 1005A 116.473 39.9716 20170930 52.203704 2185.0 6884.0 \n", "\n", " proj_x proj_y dem ... tp blh e \\\n", "0 1.650848e+06 1.370268e+06 46 ... 0.000051 64.583054 -0.000007 \n", "1 1.625004e+06 1.416960e+06 420 ... 0.000304 40.621140 -0.000007 \n", "2 1.653777e+06 1.381524e+06 48 ... 0.000058 60.242908 -0.000007 \n", "3 1.655828e+06 1.372270e+06 45 ... 0.000047 69.535637 -0.000008 \n", "4 1.656225e+06 1.384492e+06 40 ... 0.000059 62.281456 -0.000007 \n", "\n", " r u10 v10 aod_sat ndvi pred_result \\\n", "0 52.682091 0.384257 0.784808 0.762762 3443 52.025711 \n", "1 62.529091 -0.156175 -0.537717 0.574785 7810 41.102737 \n", "2 52.126640 0.093867 0.617515 0.796827 3328 52.553932 \n", "3 51.301529 0.197439 0.893495 0.758839 4535 51.534027 \n", "4 51.071964 -0.060543 0.634863 0.760148 3901 50.618057 \n", "\n", " denormalized_pred_result \n", "0 52.025711 \n", "1 41.102737 \n", "2 52.553932 \n", "3 51.534027 \n", "4 50.618057 \n", "\n", "[5 rows x 24 columns]" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pred_res = gnnwr_load.predict(pred_dataset)\n", "pred_res.head(5)" ] }, { "cell_type": "markdown", "metadata": { "id": "C9421D7C42A14CF99F37CD7A513225E6", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "## 6 Visualization" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 6.1 Introductions to the Visualization Module" ] }, { "cell_type": "markdown", "metadata": { "id": "3C8394F94AC34D5A881B81968522EAD9", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "**Initialization (utils.Visualize)**\n", "\n", "params: \n", "- data: An instance of the GNNWR or its derived model (required) \n", "- lon_lat_columns: The longitude and latitude column names in the dataset. If not provided, the first two columns of `spatial_columns` will be used as longitude and latitude by default.\n", "\n", "```python\n", "visualizer = utils.Visualize(data = gnnwr, lon_lat_columns = ['lon','lat'])\n", "```\n", "\n", "**Dataset Visualization (display_dataset)**\n", "\n", "params: \n", "- name: The dataset to display. Options are 'all', 'train', 'valid', 'test', representing the full dataset, training set, validation set, and test set respectively. Default is 'all'. \n", "- y_column: The field to measure. Defaults to the first column in the dataset's `y_columns`. \n", "- colors: Pass a color array to customize the color palette. Default is a yellow -> red palette. \n", "- steps: Pass a positive integer to set the number of color gradations. Default is 20. \n", "- vmin: Set the minimum value for the color palette. Defaults to the minimum value of the measurement data. \n", "- vmax: Set the maximum value for the color palette. Defaults to the maximum value of the measurement data.\n", "\n", "```python\n", "visualizer.display_dataset(name='train', y_column='PM2_5', colors=['blue','green','yellow','red'], steps=50, vmin=0, vmax=100)\n", "```\n", "\n", "**Weights Visualization (weights_heatmap)**\n", "\n", "params: \n", "- data_column: Select the weight field (required). \n", "- colors: Pass a color array to customize the color palette. Default is a yellow -> red palette. \n", "- steps: Pass a positive integer to set the number of color gradations. Default is 20. \n", "- vmin: Set the minimum value for the color palette. Defaults to the minimum value of the measurement data. \n", "- vmax: Set the maximum value for the color palette. Defaults to the maximum value of the measurement data.\n", "\n", "```python\n", "visualizer.weights_heatmap(data_column='weight_dem', colors=['blue','green','yellow','red'], steps=50, vmin=0, vmax=100)\n", "```\n", "\n", "**Custom Point Data Visualization (dot_map)**\n", "\n", "params: \n", "- data: Pass the DataFrame used for visualization (required). \n", "- lon_column: Longitude field name (required). \n", "- lat_column: Latitude field name (required). \n", "- y_column: Measurement value field name (required). \n", "- zoom: Initial zoom level for the map. Default is 4. \n", "- colors: Pass a color array to customize the color palette. Default is a yellow -> red palette. \n", "- steps: Pass a positive integer to set the number of color gradations. Default is 20. \n", "- vmin: Set the minimum value for the color palette. Defaults to the minimum value of the measurement data. \n", "- vmax: Set the maximum value for the color palette. Defaults to the maximum value of the measurement data.\n", "\n", "```python\n", "visualizer.dot_map(data=df, lon_column='lon', lat_column='lat', y_column='res', zoom=1, colors=['blue','green','yellow','red'], steps=50, vmin=0, vmax=100)\n", "```" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "id": "B6761633E26143F7BFB37242F112873B", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "visualizer = utils.Visualize(data=gnnwr, lon_lat_columns=['lng', 'lat'])" ] }, { "cell_type": "markdown", "metadata": { "id": "FBA4F74AF8504C5099D45C5689AA04DE", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 6.2 Drawing the distribution of datasets " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Universal" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "id": "D51E06156EEF40CC9064FC0D98F42347", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.display_dataset(name='all', y_column='PM2_5', colors=[\n", " 'blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Train" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "id": "980C5D44EA7A4E0D85AA3AAB6D802234", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.display_dataset(name='train', y_column='PM2_5', colors=[\n", " 'blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Validation" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "id": "E843FFA5898943AD85EC92BE4D2D1E2C", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.display_dataset(name='valid', y_column='PM2_5', colors=[\n", " 'blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Test" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "id": "1923301AF2954BED8B9E3D2CC43B2AF8", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.display_dataset(name='test', y_column='PM2_5', colors=[\n", " 'blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Estimation" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "id": "B83973E2080B4AF19B145B0EFFA0E98C", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.dot_map(data=pred_res, lon_column='lng', lat_column='lat',\n", " y_column='pred_result', colors=['blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": { "id": "F2095F5901134C388D9549961C57B4A9", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 6.3 Drawing the heat map for the distribution of weights of each variables " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "DEM" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.coefs_heatmap('coef_dem', colors=['blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "AOD" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "id": "0D0DEF77DE994A8E82B96A6970CD69C0", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.coefs_heatmap('coef_aod_sat', colors=[\n", " 'blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Tp" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "id": "6D07A57BA2E94E6F9C65D637B3FCD6F2", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.coefs_heatmap('coef_tp', colors=['blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Temperature" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "id": "FFD27A7258F847C08997ACAE7BF2DA08", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.coefs_heatmap('coef_t2m', colors=['blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Wind Speed" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "id": "00FC7B8DF942473188D78183A5D9B93E", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.coefs_heatmap('coef_w10', colors=['blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Wind Direction" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "id": "56318144E3FF452CACC9D0F49D4D5974", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.coefs_heatmap('coef_d10', colors=['blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Bias" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "id": "16F4FFBA617D46598A7569CCAEDC4F8E", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.coefs_heatmap('bias', colors=['blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": { "id": "490C9E4D01E24E818DEDC3F001EF6984", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "## 7 Results Comparison" ] }, { "cell_type": "markdown", "metadata": { "id": "02C7D625B6CE4D6484C5580974B551C2", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "True data" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "id": "EC3B7BAFEA5048E885794D7948650D88", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.display_dataset(name='valid', y_column='PM2_5', colors=[\n", " 'blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": { "id": "E378483E2F1E4709AC9385F59C214BE5", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "Estimated Data" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "id": "3658C459578C4B8AA4E2AB30DE319BDD", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "valid_pred_dst = datasets.init_predict_dataset(data=val_dataset.dataframe,\n", " train_dataset=train_dataset,\n", " x_column=[\n", " 'dem', 'w10', 'd10', 't2m', 'aod_sat', 'tp'],\n", " spatial_column=['lng', 'lat'])\n", "valid_pred_res = gnnwr.predict(valid_pred_dst)\n", "visualizer.dot_map(data=valid_pred_res, lon_column='lng', lat_column='lat',\n", " y_column='pred_result', colors=['blue', 'green', 'yellow', 'red'], vmin=4, vmax=81)" ] } ], "metadata": { "kernelspec": { "display_name": "GNNWR", "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": "3.13.7" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: demo/demo_gnnwr_zh_CN.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 中国PM2.5浓度空间分布估算 " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1 项目介绍" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.1 项目背景" ] }, { "cell_type": "markdown", "metadata": { "id": "07F60126A6AC44478EC9751ADCA2B877", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "\n", "\n", "中国作为世界上最大的发展中国家，伴随着工业化和城市化的不断推进，空气质量问题日益严重。生态环境部发布的《2017 中国生态环境状况公报》指出，全国 338 个地级及以上城市中 239 个城市的环境空气质量超标，占比超过 70%。空气质量问题已严重影响人们的日常出行与身体健康，制约着经济的可持续发展，成为了公众及政府部门的关注热点。 \n", "\n", "PM2.5是指在空气动力学领域中直径不大于2.5微米的可吸入颗粒物，是空气质量评价的主要指标之一。全面掌握PM2.5浓度的空间分布规律，表征大气污染的空间过程和环境行为，对于支撑大气污染监测预警与综合治理、保护人类健康与社会可持续发展，具有重大的现实意义和指导价值。截至2017 年底，中国环境监测总站已建成超过 400 个地面空气质量监测站点，并对外发布包括PM2.5在内的每小时空气质量监测数据，提供了高精度、高可靠的实时监测结果。然而，由于地面监测站点空间分布不均、覆盖程度不高，现有研究难以对其监测数据进行有效地时空分析与深度挖掘。与地面监测不同，基于卫星的遥感观测可获取高覆盖的大气环境空间数据集，例如大气气溶胶光学厚度（Aerosol Optical Depth，AOD）数据。大量研究表明，AOD 与 PM2.5浓度具有较强的相关性。研究PM2.5浓度与基于遥感反演的AOD等相关因子之间的空间回归关系，能为获得整个研究区域的PM2.5浓度分布提供有效解决方案。 \n", "\n", "![总体内容图](https://pub.mdpi-res.com/remotesensing/remotesensing-13-01979/article_deploy/html/images/remotesensing-13-01979-ag.png?1621475926) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.2 数据说明 " ] }, { "cell_type": "markdown", "metadata": { "id": "D05AAC185E3D49EC8ABB64A3E23EB1BD", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "许多研究表明融合气象条件、地表高程等因子能进一步提高 PM2.5 空间估算精度。本案例在选取AOD数据作为辅助因子的基础上，进一步增加了温度（TEMP）、降水量（TP）、风速（WS）、风向（WD）等气象因子以及地表高程（DEM）因子作为模型的自变量输入，研究时间尺度为 2017 年平均，具体内容如下： \n", "\n", "（1）PM2.5 监测站点数据。2017 年 1 月 1 日至2017 年 12 月 31 日的每小时 PM2.5浓度观测值来自中国环境监测总站。PM2.5浓度采用锥形元件振荡微量天平或β衰减法测量，校准和质量控制符合国家标准 GB3095-2012。PM2.5数据按照年尺度进行平均。 \n", "\n", "![图片](https://www.mdpi.com/remotesensing/remotesensing-13-01979/article_deploy/html/images/remotesensing-13-01979-g001.png) \n", "\n", "（2）气溶胶数据。气溶胶（AOD）数据来自LAADS网站，包括Terra 和 Aqua 两种采用暗像元法反演的 3 km 分辨率气溶胶数据产品（MOD04_3K 和 MYD04_3k），以及采用深蓝算法反演的 10 km 分 辨 率 气 溶 胶 数 据 产 品（MOD04_L2 和MYD04_L2）。在文章中，3 km分辨率AOD产品是PM2.5估算的主要数据来源。当3 km分辨率数据缺失时，则尽可能采用 10 km分辨率数据进行重采样替代。为保证 AOD 数据的可靠性，本文将一年中AOD数值缺失天数超过20%的区域进行剔除，即采用无值表示。 \n", "\n", "\n", " \n", "（3）DEM数据。DEM数据来自NOAA的ETO-PO1全球地表高程模型，分辨率为1弧分。 \n", "\n", "（4）温度、降水量、风速、风向数据。来自于EC-MWF全球气候再分析模式ERA5的数据产品，提供0.5度分辨率的小时级格网数据。 \n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.3 模型介绍" ] }, { "cell_type": "markdown", "metadata": { "id": "86D4493F77124498975E055E70A236E9", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "基于GWR的地理加权思想，吴森森将OLR 和神经网络模型结合提出了一种地理神经网络加权回归（Geographically Neural Network Weight-ed Regression，GNNWR）模型。该模型通过利用神经网络的学习能力，能够处理回归关系的空间异质性和复杂非线性特征，比OLR、GWR等模型具有更好的拟合精度和更优的预测性能。本案例旨在建立一种基于GNNWR的PM2.5浓度空间估算模型，实现PM2.5回归关系中空间异质与非线性特征的精准拟合，进而获得中国高精度、高合理性的 PM2.5浓度空间分布。 \n", "\n", "基于类似于 GWR 的地理加权思想，GNNWR模型认为回归关系的空间差异性可视为空间非平稳性在不同位置对“OLR 回归关系”的波动水平变化。因此，在本案例PM2.5浓度空间估算实验中，GNNWR模型结构定义如下： \n", " \n", "![GNNWR模型结构定义](https://mydde.deep-time.org/s3/static-files/upload/upload/1694059648746_1.png) \n", "\n", "式中：$(u_i，v_i)$是第i个样本点的空间坐标，$β =(β_0，β_1，\\cdots ，β_6)$是OLR模型的回归系数，反映了整个区域PM2.5回归关系的平均水平。OLR系数的估计矩阵表示如下： \n", "\n", "![OLR系数的估计矩阵表](https://mydde.deep-time.org/s3/static-files/upload/upload/1694059665465_2.png) \n", "\n", "其中： \n", "\n", "![OLR系数的估计矩阵表](https://mydde.deep-time.org/s3/static-files/upload/upload/1694059673642_3.png) \n", "\n", "![基于GNNWR的PM2.5浓度空间估算模型定义](https://mydde.deep-time.org/s3/static-files/upload/upload/1694003342595_1.png) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.4 参考文献" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "杜震洪,吴森森,王中一,等.基于地理神经网络加权回归的中国PM2.5浓度空间分布估算方法[J].地球信息科学学报,2020,22(1):122-135. [ Du Z H, Wu S S, Wang Z Y, et al. Estimating ground-level PM2.5 concentrations across China using geographically neural network weighted regression[J]. Journal of Geo-information Science,2020,22(1):122-135. ] \n", "\n", "[DOI:10.12082/dqxxkx.2020.190533](https://www.researching.cn/ArticlePdf/m40005/2020/22/1/01000122.pdf) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.5 主要内容" ] }, { "cell_type": "markdown", "metadata": { "id": "E3BFF987D9404CCF8E3C5C639A47034A", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "\n", "1. 模型训练 \n", "2. 模型保存、加载与可视化 \n", "3. 模型预测 \n", "\n", "![模型示意图](https://www.mdpi.com/remotesensing/remotesensing-13-01979/article_deploy/html/images/remotesensing-13-01979-g002.png) \n" ] }, { "cell_type": "markdown", "metadata": { "id": "33DD2DA7E0C244B3B610181368A805CE", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "## 2 准备工作" ] }, { "cell_type": "markdown", "metadata": { "id": "A0798D319B524FC48F524866D805C37A", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "安装与导入必要的库" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "id": "D0BC6C42245D4720B21C5B166B6D8CEF", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "from gnnwr import models, datasets, utils\n", "import pandas as pd\n", "import numpy as np\n", "import folium\n", "import torch.nn as nn\n", "from sklearn.metrics import r2_score as r2\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": { "id": "53E5F38F7AB3444EBDADA824C49964C0", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "## 3 模型训练" ] }, { "cell_type": "markdown", "metadata": { "id": "A52C0D05A5A14FA7A67DD5F3879E91DA", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.1 导入训练数据" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "id": "C9E0CFB808FD4B9F86CD6B58F373E68C", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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station_idlnglatdatePM2_5row_indexcol_indexproj_xproj_ydem...t2msptpblheru10v10aod_satndvi
01001A116.36639.86732017060154.733894220168671650847.5521370268.36646...284.561066100809.273400.001006134.995636-0.00000746.3159750.4253660.1702620.8709672401
11002A116.17040.28652017060148.080737213468351625003.9731416959.964420...282.90768497125.085940.001044157.775970-0.00000653.6055030.211734-0.6768480.7120805255
21003A116.43439.95222017060154.898592218868771653776.7101381524.30548...284.492249100830.968800.001002129.971298-0.00000745.5374640.2666660.0691720.8758112609
31004A116.43439.87452017060152.266382220068771655828.0451372270.09845...284.636200100936.804700.001010138.793961-0.00000745.3879130.2994030.2279500.8696792420
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5 rows × 22 columns

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" ], "text/plain": [ " station_id lng lat date PM2_5 row_index col_index \\\n", "0 1001A 116.366 39.8673 20170601 54.733894 2201 6867 \n", "1 1002A 116.170 40.2865 20170601 48.080737 2134 6835 \n", "2 1003A 116.434 39.9522 20170601 54.898592 2188 6877 \n", "3 1004A 116.434 39.8745 20170601 52.266382 2200 6877 \n", "4 1005A 116.473 39.9716 20170601 53.189076 2185 6884 \n", "\n", " proj_x proj_y dem ... t2m sp tp \\\n", "0 1650847.552 1370268.366 46 ... 284.561066 100809.27340 0.001006 \n", "1 1625003.973 1416959.964 420 ... 282.907684 97125.08594 0.001044 \n", "2 1653776.710 1381524.305 48 ... 284.492249 100830.96880 0.001002 \n", "3 1655828.045 1372270.098 45 ... 284.636200 100936.80470 0.001010 \n", "4 1656224.681 1384491.842 40 ... 284.506561 100880.17970 0.001019 \n", "\n", " blh e r u10 v10 aod_sat ndvi \n", "0 134.995636 -0.000007 46.315975 0.425366 0.170262 0.870967 2401 \n", "1 157.775970 -0.000006 53.605503 0.211734 -0.676848 0.712080 5255 \n", "2 129.971298 -0.000007 45.537464 0.266666 0.069172 0.875811 2609 \n", "3 138.793961 -0.000007 45.387913 0.299403 0.227950 0.869679 2420 \n", "4 130.520599 -0.000007 44.790119 0.169121 0.079546 0.873232 3296 \n", "\n", "[5 rows x 22 columns]" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data = pd.read_csv('../data/pm25_data.csv')\n", "data.head(5)" ] }, { "cell_type": "markdown", "metadata": { "id": "3504795E356E4437816E76D12CAC0991", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.2 划分数据集" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "id": "40BD347213E44C4E80325892E5B48A17", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "train_dataset, val_dataset, test_dataset = datasets.init_dataset(data=data,\n", " test_ratio=0.15,\n", " valid_ratio=0.15,\n", " x_column=[\n", " 'dem', 'w10', 'd10', 't2m', 'aod_sat', 'tp'],\n", " y_column=[\n", " 'PM2_5'],\n", " spatial_column=[\n", " 'proj_x', 'proj_y'],\n", " sample_seed=23,\n", " batch_size=64)" ] }, { "cell_type": "markdown", "metadata": { "id": "5CC697DE031B42ADB899D9B2D91E5C4C", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.3 初始化GNNWR模型" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "id": "06A2E9226CD346EA865E297EC5C250A9", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Add Graph Successfully\n" ] } ], "source": [ "gnnwr = models.GNNWR(train_dataset=train_dataset,\n", " valid_dataset=val_dataset,\n", " test_dataset=test_dataset,\n", " dense_layers=[512, 256, 128],\n", " start_lr=0.2,\n", " optimizer=\"Adadelta\",\n", " activate_func=nn.PReLU(init=0.1),\n", " model_name=\"GNNWR_PM25\",\n", " write_path=\"../demo_result/gnnwr/runs/\",\n", " model_save_path=\"../demo_result/gnnwr/models/\",\n", " log_path=\"../demo_result/gnnwr/logs/\",\n", " )\n", "gnnwr.add_graph()" ] }, { "cell_type": "markdown", "metadata": { "id": "771126F1DC394DA3A41FA3D80164ED2B", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.4 模型训练" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "id": "392C030FC48D40698859C4A8A60E82AB", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "name": "stderr", "output_type": 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coef_demcoef_w10coef_d10coef_t2mcoef_aod_satcoef_tpbiasPred_PM2_5iddataset_belongdenormalized_pred_result
531-10.8930634.096037-0.003328-1.76574341.089787-7.62980019.06386849.6448900train49.644890
379-9.6569644.0862520.033160-0.90078947.584103-8.44191913.56512941.6711041train41.671104
1040-10.4171684.5912390.012491-2.15766343.862026-7.41732516.74642849.4350812valid49.435081
196-10.7159374.4181940.002839-2.13345742.231022-7.39291818.14991049.3853573train49.385357
1287-10.2652754.7982040.017749-2.38399944.890312-7.30671615.95078249.1356244test49.135624
....................................
1344-13.4359686.010466-0.145383-10.62126130.257774-3.18198936.00326951.3149991403test51.314999
206-4.853177-16.747314-0.2075623.49933495.402153-44.00967812.90903911.0875031404train11.087503
603-13.4789745.909607-0.147648-10.47328429.851978-3.29399936.33407651.3677831405train51.367783
1103-2.9440243.325724-0.16433814.88503141.954769-5.54205210.85834513.3710251406valid13.371025
761-16.286539-2.168099-0.2893212.1589844.141737-12.11718855.57951056.3830181407train56.383018
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1408 rows × 11 columns

\n", "" ], "text/plain": [ " coef_dem coef_w10 coef_d10 coef_t2m coef_aod_sat coef_tp \\\n", "531 -10.893063 4.096037 -0.003328 -1.765743 41.089787 -7.629800 \n", "379 -9.656964 4.086252 0.033160 -0.900789 47.584103 -8.441919 \n", "1040 -10.417168 4.591239 0.012491 -2.157663 43.862026 -7.417325 \n", "196 -10.715937 4.418194 0.002839 -2.133457 42.231022 -7.392918 \n", "1287 -10.265275 4.798204 0.017749 -2.383999 44.890312 -7.306716 \n", "... ... ... ... ... ... ... \n", "1344 -13.435968 6.010466 -0.145383 -10.621261 30.257774 -3.181989 \n", "206 -4.853177 -16.747314 -0.207562 3.499334 95.402153 -44.009678 \n", "603 -13.478974 5.909607 -0.147648 -10.473284 29.851978 -3.293999 \n", "1103 -2.944024 3.325724 -0.164338 14.885031 41.954769 -5.542052 \n", "761 -16.286539 -2.168099 -0.289321 2.158984 4.141737 -12.117188 \n", "\n", " bias Pred_PM2_5 id dataset_belong denormalized_pred_result \n", "531 19.063868 49.644890 0 train 49.644890 \n", "379 13.565129 41.671104 1 train 41.671104 \n", "1040 16.746428 49.435081 2 valid 49.435081 \n", "196 18.149910 49.385357 3 train 49.385357 \n", "1287 15.950782 49.135624 4 test 49.135624 \n", "... ... ... ... ... ... \n", "1344 36.003269 51.314999 1403 test 51.314999 \n", "206 12.909039 11.087503 1404 train 11.087503 \n", "603 36.334076 51.367783 1405 train 51.367783 \n", "1103 10.858345 13.371025 1406 valid 13.371025 \n", "761 55.579510 56.383018 1407 train 56.383018 \n", "\n", "[1408 rows x 11 columns]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gnnwr.reg_result('../demo_result/gnnwr/gnnwr_result.csv').sort_values(by='id')" ] }, { "cell_type": "markdown", "metadata": { "id": "0D039711996848DE9217140B02C5E10E", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "## 4 保存与加载" ] }, { "cell_type": "markdown", "metadata": { "id": "96488D5CBDC9485CAC078B712F4EB2BA", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 4.1 保存数据集" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "id": "EEEC216859F14662AC92DB11004828F9", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "# 保存数据集到指定路径\n", "train_dataset.save('../demo_result/gnnwr/dataset/train_dataset/', exist_ok=True)\n", "val_dataset.save('../demo_result/gnnwr/dataset/val_dataset/', exist_ok=True)\n", "test_dataset.save('../demo_result/gnnwr/dataset/test_dataset/', exist_ok=True)" ] }, { "cell_type": "markdown", "metadata": { "id": "0EF15A835A134240AB32C6826816A446", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 4.2 加载数据集" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "id": "B8B0450836D34F17B770C4236A32A2EF", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "train_dataset_load = datasets.load_dataset(\n", " '../demo_result/gnnwr/dataset/train_dataset/')\n", "\n", "\n", "val_dataset_load = datasets.load_dataset(\n", " '../demo_result/gnnwr/dataset/val_dataset/')\n", "\n", "\n", "test_dataset_load = datasets.load_dataset(\n", " '../demo_result/gnnwr/dataset/test_dataset/')" ] }, { "cell_type": "markdown", "metadata": { "id": "85C871CF435D44299507646EEEF29DD9", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 4.3 加载模型" ] }, { "cell_type": "markdown", "metadata": { "id": "475BB7B168104D958937E7DFD35D9ABF", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "初始化模型" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "id": "E87800E3AB6041898E808E402C8F06A1", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "gnnwr_load = models.GNNWR(train_dataset=train_dataset_load,\n", " valid_dataset=val_dataset_load,\n", " test_dataset=test_dataset_load,\n", " dense_layers=[512, 256, 128],\n", " start_lr=0.2,\n", " optimizer=\"Adadelta\",\n", " activate_func=nn.PReLU(init=0.1),\n", " model_name=\"GNNWR_PM25\",\n", " model_save_path=\"../demo_result/gnnwr/models/\",\n", " log_path=\"../demo_result/gnnwr/logs/\",\n", " write_path=\"../demo_result/gnnwr/writes/\"\n", " )" ] }, { "cell_type": "markdown", "metadata": { "id": "35B7929FA9D543598710B7CA6B1FD517", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "加载参数" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "3289C4F9F06E4C8490C3481938DED86A", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--------------------Model Information-----------------\n", "Model Name: | GNNWR_PM25\n", "independent variable: | ['dem', 'w10', 'd10', 't2m', 'aod_sat', 'tp']\n", "dependent variable: | ['PM2_5']\n", "\n", "OLS coefficients: \n", "x0: 4.84385\n", "x1: -8.85402\n", "x2: 0.17612\n", "x3: 18.69575\n", "x4: 35.19490\n", "x5: -23.06419\n", "Intercept: 22.06353\n", "\n", "--------------------Result Information----------------\n", "Test Loss: | 55.22187\n", "Test R2 : | 0.74461\n", "Train R2 : | 0.80714\n", "Valid R2 : | 0.76311\n", "RMSE: | 7.43114\n", "AIC: | 1451.93323\n", "AICc: | 1453.84460\n", "F1: | 0.23711\n", "F2: | -0.72962\n", "f3_param_0: | 1.42901\n", "f3_param_1: | 4.78043\n", "f3_param_2: | 0.37661\n", "f3_param_3: | 39.44105\n", "f3_param_4: | 86.51155\n", "f3_param_5: | 103.20736\n", "f3_param_6: | 73.79527\n" ] } ], "source": [ "gnnwr_load.load_model('../demo_result/gnnwr/models/GNNWR_PM25.pkl')\n", "print(gnnwr_load.result())" ] }, { "cell_type": "markdown", "metadata": { "id": "D8AF221F731440B59F0B0ED68D973250", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "## 5 模型预测" ] }, { "cell_type": "markdown", "metadata": { "id": "F86C3BA9A4E747ED821487D5FA3FA489", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 5.1 导入预测数据" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "id": "D6E5AE8DB59B46BE88857DD639425FC6", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "pred_data = pd.read_csv('../data/pm25_predict_data.csv')" ] }, { "cell_type": "markdown", "metadata": { "id": "91CA814D3C014609894F6494EDAE9412", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 5.2 初始化预测数据集" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "id": "F3B99F1FEAC84FD8984410F90EA322EC", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "pred_dataset = datasets.init_predict_dataset(data=pred_data, train_dataset=train_dataset, x_column=[\n", " 'dem', 'w10', 'd10', 't2m', 'aod_sat', 'tp'],\n", " spatial_column=['proj_x', 'proj_y'])" ] }, { "cell_type": "markdown", "metadata": { "id": "D9F130BCAFB84C43B55BE8C048C602E0", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 5.3 模型预测" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "id": "3488FBA395284C42B7315AAF110560DD", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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station_idlnglatdatePM2.5row_indexcol_indexproj_xproj_ydem...tpblheru10v10aod_satndvipred_resultdenormalized_pred_result
01001A116.36639.86732017093056.3571432201.06867.01.650848e+061.370268e+0646...0.00005164.583054-0.00000752.6820910.3842570.7848080.762762344347.05397447.053974
11002A116.17040.28652017093047.1481482134.06835.01.625004e+061.416960e+06420...0.00030440.621140-0.00000762.529091-0.156175-0.5377170.574785781036.36479636.364796
21003A116.43439.95222017093053.8571432188.06877.01.653777e+061.381524e+0648...0.00005860.242908-0.00000752.1266400.0938670.6175150.796827332847.56850847.568508
31004A116.43439.87452017093046.3333332200.06877.01.655828e+061.372270e+0645...0.00004769.535637-0.00000851.3015290.1974390.8934950.758839453546.59552046.595520
41005A116.47339.97162017093052.2037042185.06884.01.656225e+061.384492e+0640...0.00005962.281456-0.00000751.071964-0.0605430.6348630.760148390145.79104245.791042
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5 rows × 24 columns

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" ], "text/plain": [ " station_id lng lat date PM2.5 row_index col_index \\\n", "0 1001A 116.366 39.8673 20170930 56.357143 2201.0 6867.0 \n", "1 1002A 116.170 40.2865 20170930 47.148148 2134.0 6835.0 \n", "2 1003A 116.434 39.9522 20170930 53.857143 2188.0 6877.0 \n", "3 1004A 116.434 39.8745 20170930 46.333333 2200.0 6877.0 \n", "4 1005A 116.473 39.9716 20170930 52.203704 2185.0 6884.0 \n", "\n", " proj_x proj_y dem ... tp blh e \\\n", "0 1.650848e+06 1.370268e+06 46 ... 0.000051 64.583054 -0.000007 \n", "1 1.625004e+06 1.416960e+06 420 ... 0.000304 40.621140 -0.000007 \n", "2 1.653777e+06 1.381524e+06 48 ... 0.000058 60.242908 -0.000007 \n", "3 1.655828e+06 1.372270e+06 45 ... 0.000047 69.535637 -0.000008 \n", "4 1.656225e+06 1.384492e+06 40 ... 0.000059 62.281456 -0.000007 \n", "\n", " r u10 v10 aod_sat ndvi pred_result \\\n", "0 52.682091 0.384257 0.784808 0.762762 3443 47.053974 \n", "1 62.529091 -0.156175 -0.537717 0.574785 7810 36.364796 \n", "2 52.126640 0.093867 0.617515 0.796827 3328 47.568508 \n", "3 51.301529 0.197439 0.893495 0.758839 4535 46.595520 \n", "4 51.071964 -0.060543 0.634863 0.760148 3901 45.791042 \n", "\n", " denormalized_pred_result \n", "0 47.053974 \n", "1 36.364796 \n", "2 47.568508 \n", "3 46.595520 \n", "4 45.791042 \n", "\n", "[5 rows x 24 columns]" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pred_res = gnnwr_load.predict(pred_dataset)\n", "pred_res.head(5)" ] }, { "cell_type": "markdown", "metadata": { "id": "C9421D7C42A14CF99F37CD7A513225E6", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "## 6 数据可视化" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 6.1 可视化模块介绍" ] }, { "cell_type": "markdown", "metadata": { "id": "3C8394F94AC34D5A881B81968522EAD9", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "**初始化（utils.Visualize）**\n", "\n", "params： \n", "- data：GNNWR或其派生模型的实例（必需） \n", "- lon_lat_columns：数据集中经纬度字段，缺省则将spatial_columns的前两个作为经纬度 \n", "\n", "```python\n", "visualizer = utils.Visualize(data = gnnwr, lon_lat_columns = ['lon','lat']) \n", "```\n", "\n", "**数据集可视化（display_dataset）**\n", "\n", "params： \n", "- name：选择展示的数据集，可选值为'all'，'train'，'valid'，'test'，分别代表全集、训练集、验证集、测试集，默认为'all' \n", "- y_column：选择度量的字段，默认为数据集y_colums的第一个 \n", "- colors：传入颜色数组以自定义色带，默认为黄->红色带 \n", "- steps：传入一个正整数，设置色带分级数量，默认为20 \n", "- vmin：设置色带的最小值，默认为度量数据的最小值 \n", "- vmax：设置色带的最大值，默认为度量数据的最大值 \n", "\n", "```python\n", "visualizer.display_dataset(name='train',y_columns='PM2_5',colors=['blue','green','yellow','red'],steps=50,vmin=0,vmax=100) \n", "```\n", "\n", "**权重可视化（weights_heatmap）**\n", "\n", "params： \n", "- data_column：选择权重字段（必需） \n", "- colors：传入颜色数组以自定义色带，默认为黄->红色带 \n", "- steps：传入一个正整数，设置色带分级数量，默认为20 \n", "- vmin：设置色带的最小值，默认为度量数据的最小值 \n", "- vmax：设置色带的最大值，默认为度量数据的最大值 \n", "\n", "```python\n", "visualizer.weights_heatmap(data_column='weight_dem',colors=['blue','green','yellow','red'],steps=50,vmin=0,vmax=100) \n", "```\n", "\n", "**自定点数据可视化（dot_map）**\n", "\n", "params: \n", "data：传入用于可视化的DataFrame（必需） \n", "lon_column：经度字段（必需） \n", "lat_column：纬度字段（必需) \n", "y_column：度量值字段（必需） \n", "zoom：地图初始缩放等级，默认为4 \n", "colors：传入颜色数组以自定义色带，默认为黄->红色带 \n", "steps：传入一个正整数，设置色带分级数量，默认为20 \n", "vmin：设置色带的最小值，默认为度量数据的最小值 \n", "vmax：设置色带的最大值，默认为度量数据的最大值 \n", "\n", "```python\n", "visualizer.dot_map(data=df, lon_column='lon', lat_column='lat', y_column='res', zoom=1, colors=['blue','green','yellow','red'], steps=50, vmin=0, vmax=100) \n", "```" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "id": "B6761633E26143F7BFB37242F112873B", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "visualizer = utils.Visualize(data=gnnwr, lon_lat_columns=['lng', 'lat'])" ] }, { "cell_type": "markdown", "metadata": { "id": "FBA4F74AF8504C5099D45C5689AA04DE", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 6.2 绘制数据集分布 " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "全集" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "id": "D51E06156EEF40CC9064FC0D98F42347", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.display_dataset(name='all', y_column='PM2_5', colors=[\n", " 'blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "训练集" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "id": "980C5D44EA7A4E0D85AA3AAB6D802234", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.display_dataset(name='train', y_column='PM2_5', colors=[\n", " 'blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "验证集" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "id": "E843FFA5898943AD85EC92BE4D2D1E2C", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.display_dataset(name='valid', y_column='PM2_5', colors=[\n", " 'blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "测试集" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "id": "1923301AF2954BED8B9E3D2CC43B2AF8", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.display_dataset(name='test', y_column='PM2_5', colors=[\n", " 'blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "预测集" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "id": "B83973E2080B4AF19B145B0EFFA0E98C", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.dot_map(data=pred_res, lon_column='lng', lat_column='lat',\n", " y_column='pred_result', colors=['blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": { "id": "F2095F5901134C388D9549961C57B4A9", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 6.3 绘制权重分布热力图 " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "DEM" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.coefs_heatmap('coef_dem', colors=['blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "AOD" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "id": "0D0DEF77DE994A8E82B96A6970CD69C0", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.coefs_heatmap('coef_aod_sat', colors=[\n", " 'blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "降水" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "id": "6D07A57BA2E94E6F9C65D637B3FCD6F2", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.coefs_heatmap('coef_tp', colors=['blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "气温" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "id": "FFD27A7258F847C08997ACAE7BF2DA08", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.coefs_heatmap('coef_t2m', colors=['blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "风速" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "id": "00FC7B8DF942473188D78183A5D9B93E", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.coefs_heatmap('coef_w10', colors=['blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "风向" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "id": "56318144E3FF452CACC9D0F49D4D5974", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.coefs_heatmap('coef_d10', colors=['blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "偏置项" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "id": "16F4FFBA617D46598A7569CCAEDC4F8E", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "visualizer.coefs_heatmap('bias', colors=['blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": { "id": "490C9E4D01E24E818DEDC3F001EF6984", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "## 7 结果对比" ] }, { "cell_type": "markdown", "metadata": { "id": "02C7D625B6CE4D6484C5580974B551C2", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "实测数据" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "id": "EC3B7BAFEA5048E885794D7948650D88", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# 验证集\n", "visualizer.display_dataset(name='valid', y_column='PM2_5', colors=[\n", " 'blue', 'green', 'yellow', 'red'])" ] }, { "cell_type": "markdown", "metadata": { "id": "E378483E2F1E4709AC9385F59C214BE5", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "预测数据" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "id": "3658C459578C4B8AA4E2AB30DE319BDD", "jupyter": {}, "notebookId": "653faf35b195bb283a4b7f54", "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# 验证集预测\n", "valid_pred_dst = datasets.init_predict_dataset(data=val_dataset.dataframe,\n", " train_dataset=train_dataset,\n", " x_column=[\n", " 'dem', 'w10', 'd10', 't2m', 'aod_sat', 'tp'],\n", " spatial_column=['lng', 'lat'])\n", "valid_pred_res = gnnwr.predict(valid_pred_dst)\n", "visualizer.dot_map(data=valid_pred_res, lon_column='lng', lat_column='lat',\n", " y_column='pred_result', colors=['blue', 'green', 'yellow', 'red'], vmin=4, vmax=81)" ] } ], "metadata": { "kernelspec": { "display_name": "GNNWR", "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": "3.13.7" } }, "nbformat": 4, "nbformat_minor": 1 } ================================================ FILE: demo/demo_gtnnwr_en_US.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": { "id": "BAEE51CAC7804597B5D0E06FB209A34B", "jupyter": {}, "notebookId": "64f833bbbc84d7d76f0dea9c", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "# GTNNWR Case--spatial and temporal distribution of key nutrients in coastal waters" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1 Case Introduction " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.1 Case Introduction " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**A spatiotemporal-intelligent method for fine-scale retrieval of DSi in coastal seas**\n", "\n", "This case shows a spatiotemporally weighted intelligent method acquired high-resolution and long-term distributions of coastal dissolved silicate (DSi). Fine-scale DSi changes and influences driven by biological and physical factors were observed and revealed in coastal seas. \n", "\n", "The migration of dissolved silicate (DSi) from land to coastal environments is an important component of the global biogeochemical cycle. Due to the strong land-ocean interaction in coastal waters, the spatial distribution of coastal DSi exhibits irregular characteristics (influenced by land input and ocean terrain), and the time changes rapidly with brief periodic fluctuations (influenced by biological effects and ocean currents). However, due to the immaturity of spatiotemporal modeling and the low resolution of data sampling, current research on coastal DSi typically depicts its rough changes with spatial and seasonal temporal resolutions of hundreds of kilometers. Therefore, this project will combine advanced spatiotemporal analysis models and high-resolution datasets to analyze changes in the distribution of offshore DSi at higher spatiotemporal resolutions.\n", "\n", "> [Qi, J., Du, Z., Wu, S., Chen, Y., & Wang, Y. (2023). A spatiotemporally weighted intelligent method for exploring fine-scale distributions of surface dissolved silicate in coastal seas. Science of The Total Environment , 886, 163981. ](https://doi.org/10.1016/j.scitotenv.2023.163981) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.2 Data used" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The DSi dataset of Zhejiang offshore surface from 2010 to 2018 (obtained by matching the MODIS remote sensing dataset with the dissolved silicate site dataset on the offshore surface)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.3 Case Process " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- Dependency Library Installation \n", "- Dataset Import \n", "- Model Settings \n", "- Model Training \n", "- Model Result Output" ] }, { "cell_type": "markdown", "metadata": { "id": "514BEF4DF7EF4B97A32C6F0390ADAB66", "jupyter": {}, "notebookId": "64f833bbbc84d7d76f0dea9c", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 1.4 Schematic diagram of the research area\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![Image Name](https://mydde.deep-time.org/s3/static-files/upload/upload/1695121607986_1.jpg) " ] }, { "cell_type": "markdown", "metadata": { "id": "0119234230D34F4A8313DDD05CFA92F3", "jupyter": {}, "notebookId": "64f833bbbc84d7d76f0dea9c", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "## 2 Preparations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Import Libraries" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "id": "F6860F13776147E39D652FB840CEB1EC", "jupyter": { "outputs_hidden": false }, "notebookId": "64f833bbbc84d7d76f0dea9c", "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "from gnnwr.models import GTNNWR\n", "from gnnwr.datasets import init_dataset\n", "import numpy as np\n", "import pandas as pd" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3 Model Training" ] }, { "cell_type": "markdown", "metadata": { "id": "0F51D94C0AAD452284A00ECC3CBE1529", "jupyter": {}, "notebookId": "64f833bbbc84d7d76f0dea9c", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.1 Dataset Import" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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refl_b01refl_b02refl_b03refl_b04refl_b05refl_b07proj_xproj_ydaySiO3
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" ], "text/plain": [ " refl_b01 refl_b02 refl_b03 refl_b04 refl_b05 refl_b07 proj_x \\\n", "0 1895 1251 1737 1872 543 280 736685.4179 \n", "1 1621 1066 1435 1665 757 511 736685.4179 \n", "2 1587 1141 1807 1864 1211 1024 736685.4179 \n", "3 1121 1012 1411 1324 711 485 768193.4945 \n", "4 913 203 840 1035 114 63 736685.4179 \n", "\n", " proj_y day SiO3 \n", "0 3314205.295 113 1.049 \n", "1 3314205.295 121 1.209 \n", "2 3314205.295 152 1.102 \n", "3 3402138.581 168 0.945 \n", "4 3314205.295 200 1.350 " ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data = pd.read_csv('../data/demo_data_gtnnwr.csv')\n", "data.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Through the `init_dataset()` function, users can set input data, test set size, validation set size, independent variable, dependent variable, spatial attribute, time attribute, numbered column, random seed, and batch size.\n", "\n", "The initialized dataset can be saved using the `save()` method and the read method can be used to `read()` the saved results." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "id": "12F98BCE23BE450F853FAA717D4C5EDD", "jupyter": { "outputs_hidden": false }, "notebookId": "64f833bbbc84d7d76f0dea9c", "scrolled": true, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "data[\"id\"] = np.arange(len(data))\n", "train_dataset, val_dataset, test_dataset = init_dataset(data=data,\n", " test_ratio=0.15,\n", " valid_ratio=0.1,\n", " x_column=['refl_b01', 'refl_b02',\n", " 'refl_b03', 'refl_b04', 'refl_b05',\n", " 'refl_b07'],\n", " y_column=['SiO3'],\n", " spatial_column=[\n", " 'proj_x', 'proj_y'],\n", " temp_column=['day'],\n", " id_column=['id'],\n", " use_model=\"gtnnwr\",\n", " sample_seed=48,\n", " batch_size=1024)" ] }, { "cell_type": "markdown", "metadata": { "id": "A463A5C07EF343F48B6C981981E9591D", "jupyter": {}, "notebookId": "64f833bbbc84d7d76f0dea9c", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.2 Model Settings " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The model accepts parameters such as training set, validation set, test set, hidden layer, and optimizer, and can set network structure, optimizer type, and learning rate adjustment method.\n", "\n", "The `add_graph()` function can be used to save the graph structure (chart) of the model, which can be viewed in Tensorboard." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "id": "9B5FA0F3855D493C8E8C3788C1BA2182", "jupyter": { "outputs_hidden": false }, "notebookId": "64f833bbbc84d7d76f0dea9c", "scrolled": true, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Add Graph Successfully\n" ] } ], "source": [ "optimizer_params = {\n", " \"scheduler\": \"MultiStepLR\",\n", " \"scheduler_milestones\": [1000, 2000, 3000, 4000],\n", " \"scheduler_gamma\": 0.8,\n", "}\n", "gtnnwr = GTNNWR(train_dataset, val_dataset, test_dataset, [[3], [512, 256, 64]], drop_out=0.4, optimizer='Adadelta', optimizer_params=optimizer_params,\n", " write_path=\"../demo_result/gtnnwr/runs/\", # 这里需要修改\n", " model_save_path=\"../demo_result/gtnnwr/models/\",\n", " log_path=\"../demo_result/gtnnwr/logs/\",\n", " model_name=\"GTNNWR_DSi\")\n", "gtnnwr.add_graph()" ] }, { "cell_type": "markdown", "metadata": { "id": "CB0DB82917B64462A619B7FD34CDBDB9", "jupyter": {}, "notebookId": "64f833bbbc84d7d76f0dea9c", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.3 Model Training " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `run()` function is used to train the model." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "id": "BC958EB768D74A1295CA0428352BF62C", "jupyter": { "outputs_hidden": false }, "notebookId": "64f833bbbc84d7d76f0dea9c", "scrolled": true, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 200/200 [01:06<00:00, 3.01it/s, Train Loss=0.652585, Train R2=-0.133355, Train AIC=5353.5864, Valid Loss=0.464, Valid R2=0.13, Best Valid R2=0.141, Learning Rate=0.1] \n" ] } ], "source": [ "gtnnwr.run(200, 50)" ] }, { "cell_type": "markdown", "metadata": { "id": "EE1A39A77DA74A2FB2ADFEF9916D1098", "jupyter": {}, "notebookId": "64f833bbbc84d7d76f0dea9c", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.4 Model Result Output" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Using `result()` can obtain the basic information of the optimal model and the running results of the model on the test set\n", "\n", "Using `reg_result()` can save the running results of the optimal model on the entire dataset, including the spatiotemporal non-stationary weights calculated by the model." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "2C3D60C6F2A547369F386B026EB805D1", "jupyter": { "outputs_hidden": false }, "notebookId": "64f833bbbc84d7d76f0dea9c", "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--------------------Model Information-----------------\n", "Model Name: | GTNNWR_DSi\n", "independent variable: | ['refl_b01', 'refl_b02', 'refl_b03', 'refl_b04', 'refl_b05', 'refl_b07']\n", "dependent variable: | ['SiO3']\n", "\n", "OLS coefficients: \n", "x0: 7.70582\n", "x1: 0.80789\n", "x2: 0.35238\n", "x3: -7.27008\n", "x4: 2.71207\n", "x5: -2.70717\n", "Intercept: 1.14341\n", "\n", "--------------------Result Information----------------\n", "Test Loss: | 0.46818\n", "Test R2 : | 0.14439\n", "Train R2 : | 0.15684\n", "Valid R2 : | 0.14058\n", "RMSE: | 0.68424\n", "AIC: | 910.35614\n", "AICc: | 916.41449\n", "F1: | 0.73564\n", "F2: | 23.04567\n", "f3_param_0: | 3.03797\n", "f3_param_1: | 6.53450\n", "f3_param_2: | 0.88140\n", "f3_param_3: | 0.05762\n", "f3_param_4: | 2.91409\n", "f3_param_5: | 25.02167\n", "f3_param_6: | 30.42470\n" ] } ], "source": [ "print(gtnnwr.result())" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "id": "798AAEF567B84FCA9E9E4AE4FF75F54D", "jupyter": { "outputs_hidden": false }, "notebookId": "64f833bbbc84d7d76f0dea9c", "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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coef_refl_b01coef_refl_b02coef_refl_b03coef_refl_b04coef_refl_b05coef_refl_b07biasPred_SiO3iddataset_belongdenormalized_pred_result
0-1.429688-0.086135-0.1015982.1523040.256318-0.1928291.2716661.3712572741train1.371257
14.866271-0.253867-0.236898-0.7588531.303949-1.2711740.6210210.9479702261train0.947970
22.5276440.376539-0.3279811.1730862.156118-2.2565910.3780240.912017385train0.912017
31.459470-0.7405500.1591622.775505-1.814695-1.2101470.9952561.468572274train1.468572
41.3319590.362492-0.3107861.3358312.348815-1.2798370.5813240.8817411005train0.881741
....................................
2896-1.4113560.193577-0.1746871.5575761.954204-0.4940990.9968141.0777621744test1.077762
2897-2.448091-0.2691200.0581813.396969-0.276805-0.7147211.2174561.1157831724test1.115783
28984.806854-0.9864630.1825331.059915-2.882060-1.3360750.7538980.918874137test0.918874
28991.603706-0.5834070.0364653.030001-1.806170-0.7386640.7393231.4709951034test1.470995
2900-1.3343340.163778-0.1716191.5651371.925093-0.5205950.9693740.988347601test0.988347
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2901 rows × 11 columns

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" ], "text/plain": [ " coef_refl_b01 coef_refl_b02 coef_refl_b03 coef_refl_b04 \\\n", "0 -1.429688 -0.086135 -0.101598 2.152304 \n", "1 4.866271 -0.253867 -0.236898 -0.758853 \n", "2 2.527644 0.376539 -0.327981 1.173086 \n", "3 1.459470 -0.740550 0.159162 2.775505 \n", "4 1.331959 0.362492 -0.310786 1.335831 \n", "... ... ... ... ... \n", "2896 -1.411356 0.193577 -0.174687 1.557576 \n", "2897 -2.448091 -0.269120 0.058181 3.396969 \n", "2898 4.806854 -0.986463 0.182533 1.059915 \n", "2899 1.603706 -0.583407 0.036465 3.030001 \n", "2900 -1.334334 0.163778 -0.171619 1.565137 \n", "\n", " coef_refl_b05 coef_refl_b07 bias Pred_SiO3 id dataset_belong \\\n", "0 0.256318 -0.192829 1.271666 1.371257 2741 train \n", "1 1.303949 -1.271174 0.621021 0.947970 2261 train \n", "2 2.156118 -2.256591 0.378024 0.912017 385 train \n", "3 -1.814695 -1.210147 0.995256 1.468572 274 train \n", "4 2.348815 -1.279837 0.581324 0.881741 1005 train \n", "... ... ... ... ... ... ... \n", "2896 1.954204 -0.494099 0.996814 1.077762 1744 test \n", "2897 -0.276805 -0.714721 1.217456 1.115783 1724 test \n", "2898 -2.882060 -1.336075 0.753898 0.918874 137 test \n", "2899 -1.806170 -0.738664 0.739323 1.470995 1034 test \n", "2900 1.925093 -0.520595 0.969374 0.988347 601 test \n", "\n", " denormalized_pred_result \n", "0 1.371257 \n", "1 0.947970 \n", "2 0.912017 \n", "3 1.468572 \n", "4 0.881741 \n", "... ... \n", "2896 1.077762 \n", "2897 1.115783 \n", "2898 0.918874 \n", "2899 1.470995 \n", "2900 0.988347 \n", "\n", "[2901 rows x 11 columns]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "result_data = gtnnwr.reg_result('../demo_result/gtnnwr/gtnnwr_result.csv')\n", "result_data" ] }, { "cell_type": "markdown", "metadata": { "id": "A0B15FE7E5C740C398DAF08A08F75E35", "jupyter": {}, "notebookId": "64f833bbbc84d7d76f0dea9c", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.5 Analysis of model results\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The output results of the model can be imported and analyzed through drawing images and other methods." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "id": "E294572F0D624DF78C20B0BDC87B9B06", "jupyter": { "outputs_hidden": false }, "notebookId": "64f833bbbc84d7d76f0dea9c", "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "R2: 0.15417243068342024\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from sklearn.metrics import r2_score as r2\n", "result_data.sort_values(by='id', inplace=True)\n", "data.sort_values(by='id', inplace=True)\n", "print('R2:', r2(data['SiO3'], result_data['Pred_SiO3']))\n", "plt.scatter(data['SiO3'], result_data['Pred_SiO3'])\n", "plt.plot([i for i in range(9)], [i for i in range(9)], color='black')\n", "plt.xlabel('label')\n", "plt.ylabel('pred')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "ana_data = pd.merge(data, result_data, on='id')" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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3Uz/1U9t6bkIIIYQQQmwW5TSro5xm7Zzm8ccfX5HDHD9+PPrO7/zOVY9bt27pl1EIIYQQQvQV5TSro5xm9ZxmdnZ2OZc5efJk9A3f8A3Rxz72seiJJ564Y8+IXwvDUL/BQvSZzJ3yFSHEZnjsscfw7/7dvzNOG/Pz8+Zr09PT+O3f/u3l24yOji6PzKHryZ/8k38Sr732mvna9evXzRHnvvvuw6c+9SljS2b5q3/1r+KDDz7AP/7H/3h5dM6XvvSlNRWzu82TTz6JT3ziE/j4xz++PBrp3Llz5kjiesl3f/d34xd/8Rfxn//zf77jezzvfK3j/ORP/qQZE0TnGEJXlrgzSz6fN646Dz300Iqfo4vOejMO4zbaceceIYQQQggh+oFymtVRTrN2TmNzXwtzVR6rQRfKuFOoEEIIIYQQvUY5zeoop1k7p7FcvnzZHKvxwAMP4JOf/CQcx+nh1SqEWA2NARJiB9A+jHZhf/tv/208++yzRpySyWRw6NAhY438Qz/0Q8u3PX78OP7wD/8Q/+Jf/AszVmZiYsLcdnx8HC+99BJ+/Md/3NiMnT179o7H4Vga/uxf+At/wXxIlstl87P79+/HCy+8gL/xN/4Gfu/3fg9/5s/8mUS8nt/xHd9hzsvf+lt/a/m8UJgyMjKCxx9/HH/+z/95/L//7/+L/+P/+D+QBCgM+fznP29eT74exWIRzz//vAlGeG674fmnKOn//D//T3zVV32VsZDL5XI4ffo0/uJf/ItmLBPPgRBCCCGEEElHOc3qKKdRTiOEEEIIIdKBcprVUU5zZ04zNDRkxpj+2T/7Z/Hoo48acT332rgnxJE/3/qt34qf+ZmfMXs8q+3VCSF6j0N7lT7crxBCCCGEEEIIIYQQQgghhBBCCCGEEHcgZxUhhBBCCCGEEEIIIYQQQgghhBBCCDEwJFYRQgghhBBCCCGEEEIIIYQQQgghhBADQ2IVIe5S7r33XjOLb6PjL/yFv4Ck8/f//t/f1HPhIYQQQgghhNgbKKcRQgghhBBCpBnlNEKIux3t3Apxl+L7PoIg2PB2m7nNbhOGYSrWKYQQQgghhOgdymmEEEIIIYQQaUY5jRDibseJoija7UUIIYQQQgghhBBCCCGEEEIIIYQQQoi7A40BEkIIIYQQQgghhBBCCCGEEEIIIYQQA0NiFSGEEEIIIYQQQgghhBBCCCGEEEIIMTAkVhFCCCGEEEIIIYQQQgghhBBCCCGEEANDYhUhhBBCCCGEEEIIIYQQQgghhBBCCDEwJFYRQgghhBBCCCGEEEIIIYQQQgghhBADQ2IVIYQQQgghhBBCCCGEEEIIIYQQQggxMCRWEUIIIYQQQgghhBBCCCGEEEIIIYQQA0NiFSGEEEIIIYQQQgghhBBCCCGEEEIIMTAkVhFCCCGEEEIIIYQQQgghhBBCCCGEEANDYhUhhBBCCCGEEEIIIYQQQgghhBBCCDEwJFYRQgghhBBCCCGEEEIIIYQQQgghhBADQ2IVIYQQQgghhBBCCCGEEEIIIYQQQggxMCRWEUIIIYQQQgghhBBCCCGEEEIIIYQQA0NiFSGEEEIIIYQQQgghhBBCCCGEEEIIMTAkVhFCCCGEEEIIIYQQQgghhBBCCCGEEANDYhUhhBBCCCGEEEIIIYQQQgghhBBCCDEwJFYRQgghhBBCCCGEEEIIIYQQQgghhBADQ2IVIYQQQgghhBBCCCGEEEIIIYQQQggxMCRWEUIIIYQQQgghhBBCCCGEEEIIIYQQA0NiFSGEEEIIIYQQQgghhBBCCCGEEEIIMTAkVhFCCCGEEEIIIYQQQgghhBBCCCGEEANDYhUhhBBCCCGEEEIIIYQQQgghhBBCCDEwJFYRQgghhBBCCCGEEEIIIYQQQgghhBADQ2IVIYQQQgghhBBCCCGEEEIIIYQQQggxMCRWEUIIIYQQQgghhBBCCCGEEEIIIYQQA0NiFSGEEEIIIYQQQgghhBBCCCGEEEIIMTAkVhFCCCGEEEIIIYQQQgghhBBCCCGEEANDYhUhhBBCCCGEEEIIIYQQQgghhBBCCDEwJFYRQgghhBBCCCGEEEIIIYQQQgghhBADQ2IVIYQQQgghhBBCCCGEEEIIIYQQQggxMCRWEUIIIYQQQgghhBBCCCGEEEIIIYQQA0NiFSGEEEIIIYQQQgghhBBCCCGEEEIIMTAkVhFCCCGEEEIIIYQQQgghhBBCCCGEEANDYhUhhBBCCCGEEEIIIYQQQgghhBBCCDEwJFYRQgghhBBCCCGEEEIIIYQQQgghhBADQ2IVIYQQQgghhBBCCCGEEEIIIYQQQggxMCRWEUIIIYQQQgghhBBCCCGEEEIIIYQQA0NiFSGEEEIIIYQQQgghhBBCCCGEEEIIMTAkVhFCCCGEEEIIIYQQQgghhBBCCCGEEANDYhUhhBBCCCGEEEIIIYQQQgghhBBCCDEwJFYRQgghhBBCCCGEEEIIIYQQQgghhBADQ2IVIYQQQgghhBBCCCGEEEIIIYQQQggxMCRWEUIIIYQQQgghhBBCCCGEEEIIIYQQA0NiFSESRhiGCIIAURTt9lKEEEIIIYQQYkswj2E+w7xGCCGEEEIIIdKY0/i+rz0aIYQYAJlBPIgQYvMBULPZRKvVQiaTWT48z4PrunAcR6dSCCGEEEIIkUgoUGm326jVaiZ3ieczNqcRQgghhBBCiCQL77k/02g0TA7TndNoj0YIIXqLE8m+QYhEFHUpVGEgxD95MOix3Yj8e3dgJPGKEEIIIYQQIgmwrGCFKvZPfs0ezGckXhFCCCGEEEIkFeYtzGO4R8ODf7d7NFagwj2ZbDa7vFejPRohhNg5EqsIkZCiri3iWtGK7TqMF3ntwe/xkHhFCCGEEEIIkZSiLmFOw05E+/d43hPvlekWr/BPdSkKIYQQQgghBg1zFeYw/JP7LvbfzFNIfG8m3mBsxStqMBZCiO0jsYoQCSrq8rBfW8siuzsosj/breq19yeEEEIIIYQQ/cAK723+wvyDuUq3WKWbuHjFivb5891ukspnhBBCCCGEEP0e+2ObiW1OY0cBWbHKaj8n8YoQQvQGiVWESEhR12LHAG12nns8KIpbbK9W6FWxVwghhBBCCNGroi7zFtt9GHdR2UisshXxihXkS7wihBBCCCGE6HczMdlIrLJZ8Ur3Ho3GBgkhxJ1IrCJEQoq62xWrbFe8st37F0IIIYQQQty9rFfU3a5YZbPilXg+I/GKEEIIIYQQYjtYN5W19mj49WazuWmxynriFXvwcbpzGolXhBBCYhUhElPU7ZVYZbXHtcXeWq2GS5cu4eGHH76jS1HiFSGEEEIIIcROirq9Eqt03x+x4pUPPvjA5DFHjhyReEUIIYQQQgixpdzC7r/YfGW1nGWnYpXVHjcuyH/jjTfw0EMPIZfLSbwihLjrydz1Z0CIAcAghAXb9Yq6ll6P6rEBl33cubk58ycDMhaayWpdihKvCCGEEEIIIbqLuvFZ7oPAPo4tFNfrdSOasaIYFpHlvCKEEEIIIYRYD+7NWOG9zTMGtU8T36Ph48/MzJg/mdfwsDmNdce3f260RiGE2AtIrCLEAMb+MAgadFF3vTVZyzn7b+v6YjsgJV4RQgghhBBCEBZRKVKxDpG7ndN0i1fi1tos8q6X0+x2LiaEEEIIIYQYLNbRZCOHyEFhH9vmK3aNtkGA67QiFStasTmNxCtCiL2IxCpCDGjsz24HQWS1x4+reruDN+u8wu/HgyKr6hVCCCGEEELsTeJ5Af+e1MJofF3MVbrFK3HnFY4P0nx4IYQQQggh7g6SuEezGqvt0awlXmFOI3d8IcReQmIVIRJY1LVz2XcDG/TE1yLxihBCCCGEEHdvUXerOQ1v26+cZqN1rCdeaTQay7eReEUIIYQQQoi9i93TYE6TJJGKXcd6+dJmxSvdTpL29kIIkSYkVhGiT7PcSdKEKtspGq8nXqHFtg2aulW9SQn+hBBCCCGEEOkv6sbZSk6zWfFKt8V2Up+7EEIIIYQQYm0Y5zOX4R5NEsb+9DKn6Rav2D2atcagSrwihEgDEqsI0SPicw/JXg0ENite0Xx4IYQQQggh0kNairo7XdNa4hU+Zyte4XPvzmmSej6EEEIIIYQQ6Rv7s9OfX0+8IucVIUSakFhFiB0SF2skuajbL+eWuHjF3jfPA4Oi+Hx4iVeEEEIIIYRIJmkp6vYjp1lPvMJ8hgIWiVeEEEIIIYRINsxl0rJH06+cJi5esXtWPOxt4ns0/DPp50gIcXcgsYoQd1FRt99rixd5icQrQgghhBBCJBsrNE9LUXcQOU38Max4hTkfj7gg345BtYXepJ87IYQQQggh9hqM1ekOyYN/V06zeXf87lGoymeEELuBxCpC7OFZ7oNwVtmueIVF3vXmKablfAohhBBCCJFGrACDOU1airq7ldOsZrFtRybZ769W6E3L+RRCCCGEECKNcJ+BMXlamol3i62IV6wgX3s0QohBIbGKENt0U+FhP8TTEgDt9jrj4pW4xTaPbvFKvEsxTedYCCGEEEKIpGPF44zD05jTDFKsslnxCovkNke0xeB4odfeXgghhBBCCLEzrHjcCi3SJhRPQk6zWoNxt3hFDcZCiEEgsYoQ2xCqvPnmm+bfDz74YM+DoH4HVbsZBG12PjwPzoa3t1lcXMT4+Djy+fxyoTdNwacQQgghhBBJIN5B91u/9Vt48cUXMTQ0hLSRxJxmPfGKdeRkTiPxihBCCCGEEDvfo7l8+TKuX7+O5557TnsFfXLHp3DFjkGt1WoolUrmkPOKEKKXSKwixCaxFtn8kOaHs/0zTSR9vWuJV1555RU89dRTJhCKz4e3FtsSrwghhBBCCLH5We429k4jSV/3auKVW7du4caNG3jsscfM11brUpTzihBCCCGEEOtjhffcq2H8bJ0i00iSBPibEa+88847OHbsGA4ePGj+LecVIUSvkFhFiC0WdfkhzMPOQUwjaQni4uIVK05ZzXmlez68xCtCCCGEEELcWdTln8TGy0ktkG5EmtYdtyVnTmPzmbjFNg+JV4QQQgghhFh/7A/3aJjTpD2fScPeTPdabc4SbzKm6wpzGmIbjO1ejfZohBCbRWIVIbZQ1I0XGtMYCKUpCNqK8wpfHwZGFLBYMZHEK0IIIYQQ4m5nraIu6XdOkxaBfBKcV2zeycPeJp7P8E+dSyGEEEIIcTdihd62edjmNNZZJa2kbe12vWvt0XQ3GMsdXwixWSRWEWIV4gXD7qJuvwu7gyhC7pXCcTwwIjYoYuDKw85TlHhFCCGEEELcbaxV1LWktbib1saBtbBOkavloqs5r1gBy17I54QQQgghhFgPxsWMiQe9R9Nv9lIsL/GKEGKnSKwixBaLuoMIhPoVrOylIGizXYqriVdsd2K8S3GvnxshhBBCCHH3znJfLdbl16yDpEiXeIWvKW9jbbYlXhFCCCGEEHsJW9NnDMy/78YeTb9J89p7IV6xezN2n0Zjg4S4e5FYRYgtFnWJAqF0i1dog87X2X6/OzCSeEUIIYQQQuzVom7ac5o0rnsn692seCWez0i8IoQQQggh0gpjXdbv12smTmteYLmbGmfXEq/wdbbiFb7GcscX4u5FYhUhNpjlvhppDYTupiBop+KVeJeivb0QQgghhBBpdojcCznN3U5cvGJfP2uPvtYYVIlXhBBCCCFE0omLsvn3jRpK057PpHnt/RCvWHd8ClgkXhHi7kJiFXHXs9Wi7l4IhNJGv871ZsUr3YVeiVeEEEIIIUSSsG4qmxHepz2nudsF+HHiRV4i8YoQQgghhEgjtibPg2zG+Tyt+QxRTrPxHo0Vr1hBvnXHt3/KHV+IvYPEKuKuZjtFXcLbpnG+u31+aQ3idiswshbbZLUuRYlXhBBCCCFEEoq6W8lp0lzcTeu6d0O8Yg8WedfLaVQwF0IIIYQQu4F1U+FeTbw2vxG8bRr3aNLMIHKGrbjjx3MaiVeESC8Sqwjc7UXdjWa577XCruideEXOK0IIIYQQYreLurZAu9XiXL9ymn4XMCWq2LnFthWvxMcG2TGoLPZuNT8WQgghhBBiq1j3DO7RbLWZOO17NGle+6DZinjF5jRqMBYiXUisIu46GPjwg2wrY3/2SjAhZ5XeB0Z2k4CHvU1c0Wst6YQQQgghhOgF8Rh0O0XdQeQ0/Y5/05iLJV28wtnw9jZWvGJzGolXhBBCCCFEL7ENoTvZo+HP9DMvUE6TTCReEWLvIbGKuCuLuvz7TmzB0ipWSTNJFHxYxe5q1xi7FN9//32cOXMGhULhDks6IYQQQgghdqOom/acJq2xdBLXvZF4ZW5uDvV6HSdOnFiRz0i8IoQQQgghtgvr53Qt34nwfhD5jL3vJMbxYvPilUuXLuHgwYMYHR1dMQZ1s+OmhBD9R2IVcVcWdXc6vy6thV1LmteeZOLiFQbb169fx+nTp1eMDWIQ1G1Jp4BXCCGEEEJsZZZ7L8QCvI+0znhXPjMY8QqFKhSsHDt2bIXzSvd8eIlXhBBCCCHEZsf+2GbincaQad6j0X7A4MQrk5OTGBsbW7FH0+2OL/GKELuLxCpiz9Proi7hfaSxsKsgaHDYQNkWcu2/7fUYF690B0Z6nYQQQgghRK9mue+14q5i5cGfb5un2C5FXod0kqSAhddjd04j8YoQQgghhOiXQ2Ta85m0rj1t641j85Vud3wepFu8wj+VdwoxOCRWEXuWfhV10xpMxEnz2tOGvebiHYokLl6hcIXFXolXhBBCCCFEv4u68Ti1X3mB5rvvHeKvZbdDqRWv8PrkEc9prJOkLfSq2CuEEEIIcXdi3VT6sUeTxoZiMViYr3TnNHaPxn6/u8E4Ll6xAhblM0L0D4lVxJ6kn0Vde39pFHzoA3VwbHR9rCdeYZGXgRGR84oQQgghxN1Jv4q6gxCr9DNXSmNOk8bccbXC7mbnw9umEfv97rFBEq8IIYQQQux9GBcyJuRBep3TpLmhOM1rTyMb5TQbiVd47fI2VpAv8YoQvUViFbHnsE4V/Srq9juYmJ2dxc2bN80cPR7WnqyXKBDqP/Ycb/b6i4tX4hbbPLrFK/EuRVlsCyGEEELs3aJuL2a5DzqnYR526dIlc98TExMYGhrq+fqVzwyGrZ7ntcQrvJZZ7F1LvGJvL4QQQggh9gZ2s986n/RDrByPOXt937VazeQ0w8PDJqfJ5XI9vX+R7JxmM+KVeD4j8YoQO0NiFbFnsB1c/NDoZ1G3X4Vd3t/58+fx/vvvY//+/Th37pyZAc6AaHx83Byjo6MrPii3s24xWLZ7zuMBfLd4hdeFvY0Vr2g+vBBCCCFE+mERjBv7/XKIjMP77rVtdr1exyuvvGJysnw+j4sXL5rHoQif+QwLvcViUXlJSthp4X8r4pV4l6LEK0IIIYQQ6SS+sd/PZmJi77fXYpVr167hjTfeMLkLG4vffPNNlMvl5XymVw3GEuCnJ6dZzR2fwpX4GFSJV4TYPhKriD1Bv8f+9Fuswg+1V1991RR3P/ShD6FQKJjnwH/Pzc1hZmbGBEUs6lGwYsUrFLJsp5CXtkAobevtx5olXhFCCCGEuDuKuraY1m+hea9zmlu3buG1117DoUOHcO+99y5/fXFx0RR5+f333nvPiBJsPsODuc9W1y0GR6+t2tcTr5DVCr0SrwghhBBCJJ/d2KOxj9sLuO633nrLuN4//vjjRpRC+Jy4R8OchvkM92x22mCsnGaw9Op8x5uLicQrQvQGiVVEqtmNom6vC7vT09NGqMLA5qmnnjJBnB35wq5DHkeOHDGPR/s5BkU8Ll++bL5muxR5bMZiW4FQMscA9Uu8sprFtq4BIYQQQojkFnXTltMwH3v33Xdx5coVPPLIIzh69Ojy82HsyeItj9OnT5uvzc/Pm3zm6tWrePvtt41YJS5e2YzFdhrF7GmMwft9ntcSr1iLbSLxihBCCCFE8rF7NDYHGFQ+06uYtVKp4I/+6I9MDf3FF180OYqNR5mfHDx40ByEtXe7R0NxC29nG4zpvLLZBmPlNIOhn+d5NfGKPdigvl5Ok8b8UIh+IbGK2BOz3AdZ1LWPtdMPOf48R/5cuHABDz74II4fP27udy0rbn6PdnM8eFv+PIMoGxjxfvihFy/0rmWxncZAKK0M8ppcTbzC68mKV3h9dAdGEq8IIYQQQtxdRd1e5jQU03PsD58Hi7rMVdaD8ScLuDwIcznbpciZ8LTbpgDf5jOrWWz3YySrWJtBX5Pd4hX7O2KdV/j9eD7DP1XoFUIIIYTYHRivMZdhXN/vsT/9EqtQRE9X+5MnT+K+++4zz2G9+6SQhc3FtsGYTit2j+aDDz4w52GjBmPFr4Oj12OitttgTPFKfGwQHUe1RyNEB4lVRCqJzz0kg7YF3ihg2Qh+KLGoSxHB888/j5GRkS3fBz/UqNLlwUCK52JhYcEERbSqY3cjVb/dFtsKhAbDbhfQ1wqMmDzw4LUn8YoQQgghxN1X1O2V6IM5B8f+sEhL8f1Wra8Ji3P79+83B2HnmS30njt3zsSs3RbbYm8WdjeaD2/XY2sBvFZsziPxihBCCCHE3h/702uxCtdNkQrHlT755JM4cODAttZQKpXMcezYsVUbjHmb+B4Nb7uTdYuts1s5zWbd8SVeEXc7EquIVBEvTu1WUZes54CymbE/FKrs27cPTz/99B2dgtuF54KKXR733HPPHRbbtKRjIMR1T01N4fDhw5uy2E4KaRPZ9HsMUK8stq14pVvVG+9STMpzEEIIIYTYC+x2UXenYhXmE++8847JMTj2h2KV1e57OzA/OXTokDm6LbZZSKa4hwJ8roG5zmYttsX2SFoBfTPiFV4PvI3NaWSxLYQQQgjRe5jLJGGPhmxnn8aO/WHM+NJLL5kco1dr6m4wXlxcNPnM5OQk3nvvPfOY/Dq/xibmXj22SH5Os1nxit2bkfOKuFuQWEWkhqQUdbdb2OXtGYxcvHgRDz30kFHa9nP93RbbPHe02H799ddNYZlr2chiW+yMJIs81hOvMHCmqOr++++/IzCSeEUIIYQQYvuwKMlN9d0s6u4kp+HYHxZ1yQsvvLDh2J+d0m2xzcfnuCDbAMCvbWSxLXZGks/neuIVipvYIELXHs2HF0IIIYToDYy3KCDnwb/v9h6NXdNW4KgeNvaeOnUK9957b1/F77xvukPyOH369HKDMWPVmZkZXLt2zeQ8ceeVNDUYp4HddovcjniFOQ338riH9/jjj5vrSOIVsZfRzrRIBXxz5oc3P7iTMJN6q4VdqiJZTGVh+sMf/rBR1g4aKnZpZccPNn7A8d+rWWxT3MKgiKre7Vh5i+QpdrcqXuHvGzcC+G8mHiz22u93dymqk1UIIYQQYmPsLHMexWJx14Uq28lpbty4YYTvR48eNWN/Bh0Hcr0UxzBfYe7y1FNP3WGxzTXFC70817t9ntNMkgu7G4lXqtWquQb4HJiHx50kJV4RQgghhNg61t3Q1od3O6ex9erN5jSsc1MkwkbN7Y796VWDMfOU48ePG3E1RQnMZyjKf+ONNxLbYJy2/Y44aclpuhuF6cpjpzwwn2EezN87iVfEXiMZ73JCrIF1euBm+Wc/+1l81Vd9lQmEdputBEEcufPqq6+ajq5nnnlmU8FFPz887dq7LbZZOLeFXip6GbxR8WsDI1ls7+3Cbhzb6WsPYlW9Eq8IIYQQQmzPIZLuhjdv3sSzzz6biDhxs6NNeZu3337b5AiPPvqoGSe6mfseRKy9msU2mxx4nt99912T88TFK7LY3t55TiO209eKV2z+bt2NJF4RQgghhNh8XGXd615++WWcPXt2UzlBkvZpmCfQIZL5QS/H/uwErpt7Rdw34kEYp1K8wpwm3mBs8xnu16jBeOvnOc25WLxJJO6OzyOe09gGY9vsn9Y8TtydSKwiUjX2JykfLJsJghjA0aaLiliO/aFSNsmFQap5ebBT0lpsW/HK5cuXzdfihV52NeoDb33Sen5Wu/bWGhtkxStktS5FOa8IIYQQ4m4lXtS1G+dJ2vznemyutRZ0p6BDJHnxxRdRKpWw26x1/uIW2/fcc8+yxTbzGQqFKLhhvhPvUhyUxXZS8tjtkJTrdat0/67F7bXt94ntUuTGAJHzihBCCCHE+ns0SWKjfRp+j7kAx/5wDA+FNkl7DnGYnxw8eNAchGIVu0fD58DXgo74zGfo0KIG441JUg6+FWwNYTN7NPz95D5N3B0/vk8j8YpIOhKriERi3VTis9y3M1O9X9i1rPVBZ8f+8DlsZ+xPvz9ANzqP1mKbB0U2vL212OZ8+Pfff998yMlie/vnOG2BUDdrBUa85lnotd+XeEUIIYQQd/ssd2ILRptxMhkUG+VX169fNzbUx44dwwMPPJCoou5mYm1rsc2D8LWwXYocGUQhTlIttpNCWgu7m8lp4uKV+Hx4Ht3ilXiX4m7b3QshhBBCDAorvOdejY2B7Aj5NOQ0jP+Zz3A/gyNErXtJEtjsXhcdYI4cOWIOO1qWezTMaT744APzWjCPsTkN8xvFqrex5ziN54Sv7Ubr3qjBOC5esTmNGoxFElElRiS6qBsvBCUpEFrvQ4IzDzn2h+pXOqokreC5nQ/m1Sy2FxYWTGC0msU2C8L5fB53M2kv7G517asFRjahsc4r3eIVa0knhBBCCLGXsDGQzV1sfJQk8f1662Exmi4kFKs89thjy2NDt4ItkvWD7caPq1ls2y7Fbott5jPsWLzbLbaTdL32o7gbJ95t2C1e4bVhb2PFKzankXhFCCGEEHuNuFNDvJk4aXs06+U0HPvDkUUUe9Ahcjtjf5KYv9HpkgcbCuINxjwoyOfrQ/EK8xnmNXSWVP09nWKVXu3RSLwi0kCydtHFXU13UbfbmmqzM9UHgX2z53psAZN/Z5GTI3MefvhhEzAklZ0GWTbo4RG32LaKXlrSMWiKO6+woLcba91N0hgEbaewuxpWsWuJi1dWc16JW9IJIYQQQqSReLzTXdRNS2GXbiOc5c61JmXsT79yBIrtKcSxYhzbpciDHZgsznOkkM1n7kaL7btNgB9H4hUhhBBC3I2sNvYnqXs0q+U0/Dv3Jyi+59ife++9N5HxbC/WtFqDMUU63KNZrcGYx3ZEO2kmzXtLvcjFNhKvrDUG9W7Le8XuI7GKSHxR12JnvCcBuz67HhY2OfaHb/IvvPCCsVtLKv0Izrottvla0mLbKnpff/31ZYtt3oZF3606ziQxqFyPpFyrSSlKb0a8wt/xbku6tL3uQgghhLg72aiom4bC7rVr14xI48SJE7j//vsTW6DqV3zIrkMeR48eNeelVqsti1fYkMCvxbsUOTJ1q84daSSt6+51TrNZ8Ur3fHg5rwghhBAiLTBXYZ02LXs03TkW92a4D0GxxtNPP419+/YhyfT6PPK14b4Lj3iDMfOZq1evGgEPxSo2n2FuQzHL3ZAbpHHdG4017aV4Za0GY4lXxKCQWEUkvqibxE7EuFjl1q1beO2110xHHsf+pMEqut8BJcUGBw4cMAfhzG9b6H3nnXfMv2mrbRW9DKCSWgzfLndzF2IvxSvdgVFaz6kQQggh7q5Z7quRxMKutfimMyK775544gkzzjTp9Ps88txQjMLj+PHjKyy2Wfw+f/68eT3jXYp70WI7SddrEoq7mxGv8P2A+S4FLHz87pxG4hUhhBBCJA2bEzCnsTHUWnFtUgX4CwsLxiGSMflLL72EfD6PJDOIvKG7wZhinniDMV01bYOxFa9stcE46aQ9nxnEHk23eMXWN6zzSrd4hX/utbxX7D57651H7MmibhJnBNq1cuwPVamPPPKI6cDr5X33i934IGFwePjwYXN0W2yzgzNusc3giUHSXhCvpPVDu9+F3Y3EK/b33Kr5WeyVeEUIIYQQaS7qJk18T7hWxlqf//znl8f+sLibdHYjxl7NYpsFceYzq1lsM6dJeoF8rwvwezHadCt0jzG24hW+R/BYK6eReEUIIYQQux0zsTa/mWZi+/2k7NEQrpXxOEf/0E3k7NmzqYlfB30eGX/u37/fHIS5oN2j4T4XxdbMd+INxmlozN7MOU7LNbGb+cxmG4zj4hWb06Tx/IpkIbGKGDi2YMMgaD1LuSQXd63N7/T0dF/G/uz1N/fNWGzHFb1pJElBexoCoTjxDkUi8YoQQggh0uwQmdTCLsUWdAnhLPf77rtvT4jFBwXPFfMUHqtZbNOpplQqLec09jpJI2nNTXdbaLOWxbathdjv2+7EeJdiWs+5EEIIIdJDfBPaxk1p26OxG+hshn3mmWeWHUTSQBLiPYrtOS2Ah93zsns0b7755ooGYx5JymXTeL7Tls9sxR2ft+G0Bbnji+0isYpIfFE3aRZzHPvz6quvmr9z9iGtodNEkhxq1rLYXlxcNEERxUDvv/++uR3HB3HOZFostpMQTOyVta8mXrEHOxQZGBGNDRJCCCHEILBuKlsR3icpn7Fjf5jXsHPugQceQNpIUj6zmsU2r49ui23ehh2LabLYTtp5TntOs5p4hZsAvF66xSvxLsUkPQ8hhBBCpB8bg/AgW4k3kpLTUCj+yiuvmL8/9NBDqRKqJDXWLhQKOHLkiDlWazDm9WJzG+Y0bOBOepyatHOcdPf7XolX4vmMnFfEZkh+dUTgbi/qJqUTkeumYMKO/aFgJekfxmn8kOY5HRkZMcepU6fMdfOZz3zGCFTiFtsMQK2qN6kW22m+PpIWCG1mPrwVr3zlK18xlo8UQFlFL4MjWWwLIYQQopdF3a3GFknoQqxUKmaWO2Mjxkt0VklbHJyGGJsx6IEDB8xBLl68iMnJSZPbMJ9hzMp8x+Yz/HsSLbaTJvjYiznNauIVCsn4u0nHo+4uxSQ/JyGEEEIkH7uxbPOSrcYWu71Hw8emcIIx9ZkzZ3D9+vVUiMC7SXqMvVqD8ec+9znzbyvI57Vg85mkNhhrDNDgxCvd7vh052HzOQ+JV8RGpO9dXKS6qLuZWe5JLO5SRUqlLh+fY3/4ofzaa68lWvSxFkkLGDbCBsycDU9RCgu8tkvxypUr5kMvbrHNg8W83SaN10Zai9Ld4hVeH/Z52JFdthDMa0Pz4YUQQgix06LudtwOdtvhkKJ7xs6Mq7kJTrvstMasaVs340/mMg8++KD5d71eX+5S5OsQt9imKJ9dikkRJaQpL7BY4Uea1h4XrzDnZQ2C/+52Xuku9CblOhFCCCFEsomPI9xuM/FuO6swJnr99ddN7deO/WFz6243BNwNOY2NUw8ePGjEBzzndMenwDreYGz3Z/jaJKnBOE15gSWN+Qyx4hU2ytjxURSvsGFDzitiLSRWEX2FH1oMgLYz9icpYhV+2FKYcvToUWORbd9sd7vYvBPStO7utfL8W0XmahbbDFhpZ24DIxZ9d0NdnbZgIg5/z9K6dnvu4wXcuPNKXLzSbbEt5xUhhBBCrBZXxIUqvchnBh0nMh+zY3+efPLJZbePtOYzaYxTu88zuw55MMdczWKbX4uL8dkssRvPO43XR9o7KIl9r7EHsfmMtdgmq1lsS7wihBBCiG5sDNGrPRp7P4Me+0OHSMbFL730khFGEOU0uwOvA+678LjnnnvMNcHXiPkMmySYf8YbjDkG1b5mgySt+Uza95fiOU3ceSXujr9eTpPm5y22h8Qqou9FXfumutM3mEEHHvGxP48++igOHz68q+vpFXvtjb7bYpsfdLbQy9ev22KbAdSgCnhpPddpDoTsBlD8NV5rbBBva8UrthAs8YoQQggh+lHUtT8/6FiL3W50iGTMzKIu55APIp/p9/NLYx62FYttvm7MZ6anp/H++++bGHa3LLbTmBfsFbHKRmODuufDy3lFCCGEEKvFFYwVdiq8t/A+GH8MCsY8ly5dwrlz58wYUwoj4s+h32OJ+pm77aWchvkK3VR42IYJu0fDBuNqtWrcI+PilUE0GKc5L0j6WNOt5jRr7dFY8UrcecWOQeU1ogbjuwOJVUTfZ7n3QqgyaGcVdrZRqUtefPFFowLtJq1ilb0O7eUoLLLiorUsthk4MTCiC0s/gpU0XxtpFqvY875eILeeeIVBEQUsEq8IIYQQdzd2E5hClV4VR+x9DCJO5GPYjrZTp07h3nvvvSM+2s0xqzshrXHqVp4fxfY8+NrxNVpYWDD5TNxi2+YzPPplsZ3WvGAzOUHaxCrrzYfvFq/YDaRu8Qr/TOPrKYQQQojtj/2xzcS9zGkGlUNw7XS8Zyz87LPPmrh3tfWksQ6/12Myxp3xBmMKpuweDYVHrL9zX8bmNMx94rFtr0izWCXt7vcb5TTriVfi7vhWvCJ3/L2NxCoi8UXdQQdCN27cMKNkaMnMmeJrvaGmORBK47q3y2oW25ylyMCIqmxCJW+vLbbTWthNu2rXvkdsZf3dgjobFPF9jMdaqt5eCfGEEEIIsfdmua+GjU94v/0oxFm49jfffBNTU1N46qmnsH///l3JC/oZJ6Uxn9mJ1TrzFR7WYtuOQb1y5Yp5reMW2zwYs96t5zmeE6Q1Vt+MWGUr4hXrvGJtuOMClrSeIyGEEEIMziEyTr+dTCyMd9lMTEEDm4nXGiFzt+117DbbvY74+h06dMgc6zUY23yGr3uv9ifSGu+meX9pOznNZsUr3fmMnFf2BhKriMQXdQcVCHH9HBvDD8fVxv50o0BosPRK+W0ttk+cOLGuxbZV9VLosptr3g3SrNrtRWF6NYvt+Huc/f5qhd60njchhBBC9Leoa++P9DOnYWzLoi6dNljUjY/92Sv5zN0ebzHu3LdvnzkIr1krXqHFNhsvaLFt8xkWfbdrsZ3WAmmaOyh7dd63Il6xgnyJV4QQQoj0Y91U+rlH08+GYsYsFy9exHvvvWfcIU+fPr3uc0hzTpPGdfezwdiKVy5fvmy+Fhfjb7fBOM3nOK25WK8aotdzx5d4Ze8hsYpIfFF3EIEQZ+ZxljvXvdbYn70UUKR13YOw2J6fnzdB0fXr1414iYX+eGC0WYvtNJ/jNAdC23FW2a54hcIVvvetJV5JqzuNEEIIcTfS76IusffZj5yGsckHH3yAt99+2xR0Wdjd6Dkon9kbUGgQt9imK6At9DKf4b+Z79h8huKVrXa4pY20i1W246yyFfGKPT+riVfi+YzEK0IIIUR6sLVKHqSfOU2/9mgYk3DsDwX4zz33nHEW3Mx60lqHT+u6e028wfj48ePmvFQqleUG4/Pnz5vrOb5HQ6HLZq7vNO9zpNn9vh85zXriFea8FLDw8bpzGjmvpAOJVcSO4BsBg4h+FnX7HXhQlPDGG2/g2LFjeOCBBzb9BqoZ73uPeNBD1rLYtl2KDJjXsthWILR3Crs7Ea/EuxTTHFwKIYQQd0NRt5ez3FfDxgi9Lu5y7cxnWMh7+umnlx03NrOeNBZI01psHBQU19Ml1DqFrmexzbyGFttrndM0Xh9xp8i0Xiv9zmniRd5u8QrrO/ExqBKvCCGEEMnHClDjjtP9ioP65X7PWJXNxBRZrzf2Z5DiGbE78DVljsLj5MmT5vVdWFgw18jNmzfx7rvvmuvD7uMwp1mvwTjNOUFa1z6I9Xe/z8Xd8XmsldNIvJJMJFYR28L+0jMI6ndRt1/iEK6fnYc3btzAY489tjwvb7P0s7jb78JxWouOSbLY5sgg2tMxaLKBEcUr8YJfWoOJNAdCu6E43ki8QlYr9Eq8IoQQQux+zMPP6347RPazmMqiHcf+cNzPSy+9tGkXQLuWtOYFaV13kiy2Z2ZmjMU2YR6zmsV2WnOatK7bwveItZoiBi1eYZGXAhYi8YoQQgiRLOJj/gbRTNyPfCY+9ue+++4z7udbeQ5pzWnSHKsOGl7XzFd43HPPPSZ/t+74dBd96623TINx3HnFxtJpvDb2Qk5j90cGuf+x1h4NrxfWfdZyx09zk8NeQmIVkdixP93wMexj9mLsD4u6XPsLL7ywqbE/q60njR92671WfD71sI7FYBHtqI2ck8OwN4yiVxzoGveCxbb9MEwjaQ6EBuGsst3AKG6xzUPiFSGEEGL3i7o27hlU7NOrTkTeB53/GIOyYHf27NktP4e9mM8QP/Ix017AvL9ont9IZgj7smPIuip/rGaxTZt1a7FNQT4LdrbIm9Yu1TTnM0nIaeLilbjFNo9u8UrcSVJjg4QQQoi9v0fTS2cVO/aHI182O/ZnUDnNIM7leuu+Wmnh9ekarlfbGMl5eHiiiPvHC3B3McZNSu7ImJNuKjyYB8cbjC9cuIDXX38dQ0NDy+OC0kqaxwDZPHK3c5rNuuNLvLL7qFojtkTcTWXQirNeBUK0PqZN9okTJ3D//fdv+w0zrcVdsta6KVKZbk8jRAgPHppoohbWcAAHUPbKA19nmi22p6amzO8LRVG22LuexXaSSHNxd7cLu5sNjOwGmXVe6Rav8M+0vgZCCCFEmoq6u5HT7FQAwOIKC3CMObcy9uduyGeCKMDl+nXM+xV4jgu+stebdVSCGk4XjiIjwcod1wDF9jzYxRq32KYDKYUs586dM/+2Oc1W3Ht2izTnM0nMadaaD8+Ds+Htbax4RRbbQgghRH+xdUXmNIMeadEr93vGl6ybU6DCsT/bdZXr11gi0u8RJmtxaaGJX704h8VWgFLGxa26j/MLTXx1awjPHx7u25r2SoMxRVDWSfLSpUvm9+TLX/7ycj7DkahJirXXQmKV3ROvxAX5abhW9gISq4gtz3Inu2GNtNNAiB9KtATjXLsnnngCBw8e3NF60lrcXet1Y2F3Ppg3fy+6txWnjbCBWX8WJbe0KwW/NJ3juMX21atXcf36dbN5wOCIgVHcYpvKXzr6JLGImvZAKOlrt0GPJS5eYTDN64ZBM6+VblWvEEIIIdJZ1O1VDmHH/jDmZFF3J8KBfhZ2+8l6rxtFKgtBBSWvYMQqJIxCLPoVzPqLOJAbx26QlvPcbbH9h3/4hyafsU4+b7755rLFNvMZ3m6Q42ruhnwmDevfSLxic5ozZ85IvCKEEEL0kPhIi0GN/en1Hg2fA90v6Oi3nbE/e2WPhqy27jCK8IUbFVTaAU4M5ZbPzXTDx5du1fDQRMk4rYi1yeVyOHTokDls/nzkyBGzR8NGdv7+sPZucxq6sCQx9ubvWVr3A+y1ncTzulnxCpvRuS/DfWS7PyPxSv+QWEVsSHzu4W6+wewkEKKVHD+U+KbCom4v7L/2WiDUilpoh53RP8u3o8OK46IVNtEKW8h7ye+iS5oggQ4+POIW2/ygY0DO6zE+SzEptnRp7kRMYxDXLV6hoI5BNe3Z7dggvv91q3rT9jyFEEKIu7mou9Ochs/h8uXLePfdd80GMI+dPodez5sfJGvlYbWgziRmWajC27XCAK0wxHRrHvuzY4qhtuG8YrsU4xbb58+fN+N16R5p8xmKV+Jx7W6RxpwgzevvFq/UajUjVqHgKe680m2xvZvvxUIIIUTa2K2xP73cE2Gd89VXXzUx5Ic+9CEjGNjN9ewma712lXaIm7U2xnO3XbfbIWv1wM16G5cXm3h0X2nAq003/F1hczEPXiuMVa07PnPseIMxD9bkkxCjpn2PhqRp/d3iFea93KPhNREfgxrPZyRe6R0Sq4g1iXf773ZRdyeBBx0u2AF28uRJo9btldgmjcXdIPKRG82gneN4nwryThGe0ykmOkv/RUv/BWgjhI/QCfhNzIczGHMnkHMkWNlOMLGaxfb8/LwJiljIe+edd0xnbFy8slsW22krjqbNWWUzz8EGPas5r9igqTswSutrJoQQQtwNRd2d5BBcP8f+sFjyzDPPmO6vXq0lbYVdrnc+qKM65OJ89RZGsyWMZ0twl8QpLlxqVQztMMBUq4pm2EY79FELfGSdPE6XDi7nQGLj872exXaz2Vwu9DKf4b+Z7+y2xXaaC7t7IaexzjA2T7FdinxeVrzC73fnNLv9/iyEEEIkFeYySdmj2a74niNZXnnllR2P/dkLOU3ND3G+6aLaBKYna7hnOIf9hU4dOOMAnuvAX4qfppoBrtXbaAShOX7r2iJyGRf3jxZ2+2mkgu5rg9cLxSg8jh8/vqLBeHp62jQYMy7tbjDerYkDac0JkvBe1c89Gh6Ez0/ild4gsYpIRVF3O4EQ106Ryq1bt/Dkk08uF9R6RT8DoX7cbytqYiGYQ2EiiyDbxmI4jzqqGPHGkUHWuKhkPAetsI4wjAAnNF2JFKpQoELhykIwiwnvAFwVdzfFer8zvJ5twEPY6WvFK9Zim0FTvEtxUBbbaS7upr2wa9+74h2pcecV+97A50nhCjcEJF4RQgghVsd+XiapULLV0TuMD+kQybjwpZdeMp09vaLfhd1e3zctsS/UJnGlOYX6kIsrjRlcbcziYH4U95YPohn6mG+1cavRwiTqaEe+EeHnXA9Zx0XBzeNGcxZZN4OTxd7mhnuVjfICiusPHz5sDlKv15fFK9ZiO96lSBeWQfweprmwuxdymtXymdXGBvF2PChgkXhFCCGEuBM7koKHjW92O6fZqvie66YjH4/777/fNBT38jmkraF4tunjNz5YwLl6Bq7j4PKNRbw87eGPHR3G2eEcbjR8BG6E9+abZm9moU3n+85G7lghY3Ki3766gLGch4PF5I3jTFs+s1qDMUcHMZ+h+zmdTXerwVh7NLuLHR+9ljv+ag3G3eIV/rnb79lpQWIVcQf8BaPTA3+R2AmVlF+mrRRT7dgfbu6zqFso9F5p2q8Z7yzqUajANbNr0goVrIJvO3CdlXABAXwEjQhuxkMWObTRwmIwj4yTQTOqw+VL7UTIuCwGU+ASwI1cZFzKWXJmVFAzaqDolHv6nPciW702+PpyHjwPwg85W+ilopf2dIOy2E5zcTfthV37HNZ6beNFXiLxihBCCHEnZvRLq4VLly4Zq98kFQg2K8Dnc+D6z507h7Nnz5pxGr1+Dv0Sq7CYTicYNg0wZrU5DWeB7+Q5zLVruN6YQ9bxkG2GGMuUjHvKzea8EaTcbFSw6DfRCAIjXAmjEAWPcW2EvJNFyS2gFbUx1VrA0cIEMgMW4CflGuznutl1yMNabNPi3eY0vJ4HZbGdZqfIvZDTrJfPrDcf3opX4oJ8OwbVvo+n+XUVQgghtvp5SqcHfi6yXpwEocpW90S4do79oaC5V2N/BpXTMH7l/hLvn3GrzWl22jzwxakartXa2O9F8FxgvJzFzbqP37uxiOv1HF6ZqWOuHaAWhGhFISLHge8DvgMcyXg4UsricrVtxCy7IVZJwjXYT8EHr2/mKzyYgzM2tWNQbYNxqVRaIV7pV4NxmnOaNK99KznNRuIV6zZpcxq546+NxCpi1VnuH3zwgdkY55tyUthsYZdrf+utt4wS8t577+1bkafXgRCfG9dNodBDDz1k7psfgixQs9OI6k4bFPHvW3lePtrwo7ZxUImvPxNl0EYTftSChwx8FsUijhOhYtdD3vWMy0ozaplORCcCQqz/Gvihj1l/AQt+xYwVGs0MYyw7sjw3fruk7cNtp8pXfoAdPHjQHN0W22+//bb5wGOAb4OirV4TezWYSLPQZjvF6dXEK/bgNbPePMW0vsZCCCHEZhwi+TnI2Jqb5kn6zNtMDmHH/tBV5dlnn1124tuNtWwVWii//PLLRrDwxBNPmCYCWn5fuHBh2VnQ5jS8zVaYa1cRRCHK7u2cJut6nHWKC9VphHBQ8jyEcJF1c1j0W/AjByNOxgw7ZU5Dkb4fBfDDAJl1Ck+NsIFFf9GIW7JOFsPeEIre1ta7F9jJ9cHriwIlHidOnFjVYpuxabfFdq/WnaTf+7tNrNLdhbgR64lXWJ+y37eiFZvTSLwihBBiLxLf8KT4m+LfXjvGD2KPhvEehSqM8Z566qkdNeJutB47HaBX5//ixYt47733TNMAXTQoVqDw+o033jCxbbzBeCvNpHU/xMXFlnFFaTc7X2M8c6CQwaVqC9OtNkazHjdgMOQ5aEQumiFQKDgoOC4Wmj6aQc44rXCU0Hq0gxBvTtXwzkwd7TDC2bECHjtQRjmncahbga9vd4OxFa8wx2XeHm8w5n5Nr671NOc0ac9ntpvTbEa8oj2a1ZFYRaw69sdasyaJjQIhFjGobJycnOzL2J9+FnfpmmGVupzZyDcsPtdDhw6tsFNmoZdiHH4v3qW4UUeaXeWdt3AQIoAHz1hkU4hCkUrn9pGxouMPhaag65u/Z9Z52+BtLtavGaEKxSm8z3m/gsWgipOFI8uz5DeCM+UXg7oRuxTRO6vzQdPLYCJusc3rLm6xzWuCv7u9sthWIJSuQCjOWhbbVryyVpdiUrozhBBCiO0SLwTw790uZGnJaVj44ix3FkGZF/Ry7M9a+UyvYr+rV6+afIwdaDz4WjAupVDB2ikzn6E4/5133lnhJLmZjjTzSnKZ0e38xn69HrQxli0jAGdHO8gx1nEc6liMiIWz3ynep3tk0csh566d01SDKm61bhlRC3OaWlRFJajgYO4Ahryhzbv7RBTL+Ev5VbKuw63QqxhxNYttOwbVXhO9sthOcz6zFwT4Oy1OryVeYc2H7ytx8Uq8SzHN50wIIYRYa48maSNuNhq7w+dAUTI38h944AGTC/QzLuvlHg3P/WuvvWbylueee87sufC1sPtM3HC2ezSMXVlnpTjB5jSsx68Xj3CED1fafTr472bAJmLgcMFFxQ9QzHrwQsY/gfl+0XOw2A6x2ApMTjNRWDufCcIIv35+Bi/frJr9HbrpvzPTEa585wP7MbRJwUrTD3F5vgE/inBkKJ+43Ho38gLGnrwe7DURbzC21wTznbh4Zbsxappzmr0gVtnIWWUr4hW542+MxCrCfODygzg+y32zCtlBsl7gwQ4tij1YzO3X2J+trGcrUCHNIOjIkSN48MEHzf3y9VjPTpkdiqt1pNnAqPv5U2BinFPgL3/NFHvQhgu+YfKDo/PBx5DJAYUmDIo71wC/4zttM/4n56x9bmf9RSz6FZS94rIwhUXeufYCxjIjGMsOL9+WX68FNfN4RbeI3FKH5K3mPD5oTKERds5Bnt2PxfR9KPczeOM1Qrs5HseOHbvDYpvqb2tRaA/edrPBTdoDobSu3a4/vsG2U9YTr9Cxyd7Gildsl6LEK0IIIdI6y727KNDLLrtesFaeFR/7Q3fI06dP9z2msfe/09iP55guNpzpza7J/fv33/Ec43bKhK/VWh1pzGlY1OuOh0YzRVyFAz/m9EinFeYTzCVM4dc+nnFX8dAOfOMe6bgRmoGPgpfBkfz4miJ6jg6aac8iQIiiW1jO+ZpR03y95JaWf7bz9RZaYcuIWpjT8HtBFGC6PY1aWDX3xwJxo9hEVFFxt/uasLmKvSaseMVabHODID4GdbMW22nOZ/ZCTsP3hF6OrJV4RQghxN2AFd7bJjab0yRtj2a9MUDcqKfwnjXH559/3mzap2WPhgIVOkTGmwa692j4NTYX84g3k1K8cvnyZXObeINxdz2+lHFxtJTFuYUmSrG24plmgFKGsRNzh85ODYUtFKhUfKDNOm4QIYgiTDUDnBnJ4b7RtUXdF+YbeOVWFQdKWZTo1GKajCO8P1vHa5NVvHDs9uvSCkJcXmii4YfYX8riUClr1szb/tp707hVoeA/wkghg4mKhwdSJljpd14QbzAm8Qbja9eumRynW9C0lT2atAo+0rz2XjQUb8Ydn/D9nSK4ZqzB+G51XpFY5S6mu6gb35zstX1avwq7fA7s4GNxlAVdWrMN6k1wp4EQnwuL0QxkHn30USNWIRvdJx+XH2o8Tp48uaIjjeeCI2IobLGFXlvUK7vDWAzn4BVchC57DltGqFJ0S2iEVRME0Ra7zXFBZhRQJ/AM4ZuvDzmjGPJG1n1zXPSr5ufixV/Ogq8jQjWoLYtVFvxF3GhOohl2RpRkXA/7MxPIuQVcrN80XxtestmuBHU0xz1UgwbGuoqTtO9e8OtgiXrIK6DgDX5OYxIKpN0W27wmrOU6nYZoW7gVi+00BxNpV+3a97h+ji/bjHil22Jb4hUhhBBJL+qu9hm6UdffbrDamlicoFiDBdJ+jv3pJu5asBOHSBZ1GS9spWmAMQZFLTziHWmMX5nb8TW1Iy+Z0xghS66Mg7lhXK/Nws9iOQ/Ynxs2YvvrjUWUM1k4Zsypv5TrAFk6RQIYyRRxqngIB3Kja66LuRAdUXJOp0hL+GcOOfN1HgWnYEQok60pLASLRpzC23Bs6qHcQVSCRSyGC8g7ObhOzrhXBl4V4VCwao5AsUs7apnnUHALm3ajHASD7J7kNbGaxTavCTZo8FqLW2yvZ7u+F3KCXoo9Bk2/z/9G4hWyWqE3zdeEEEKIvUt89F28mZgktaF4tTWxqZZCFcZyTz/9dN/G/qy2np3ErPxZupZzT+XMmTPm2ExNf7VmUjvy0tbjuScTbzCmsOG5/SVMNXxcqXTylFq1jZzr4MWDZbwxV8OiHxrXlGuVNrjVUfQowwfq7RCFjIun9xfx0uFhDC+JUFbj6mLTiFOsUIVkXMf8/LmZ+rJY5dpiE//h/Vlcr7bM7ctZD48dKOFDR4bxqXemMNvwcXQ4B891MF1v45VFD4/OtvDCxMrH489emmug1g5wsJzDwfLtXCoJDHIt3U3nzGGYz/C6YHMKibvjrzcxIc0C9rTnY/3OydYTrzSbTVMjIneTeEVilbuU7qJu96zfJIpVugMPO/ZnampquYNvN9ezFbgpzOCNr8ELL7xgRAa96EhjMMXzYtWbLOpRzWmLeqP7RtBeCFAY81ByhlBwi8ggCzgR6lHN2GFHYQD+x0uDgUbBLeFQ5iAK3saF56VS0arf40gfQoHKteZN46zCue/8KmfB32pPIYOC+fpoprz8c2U3j0nXwWy7irHCbWcW/vt89RbqYRN8GXKuh6P5CRwvTiTiDXs3u/l4TViLbYq41rPYtsFy3GI+zZ2IaQ+E7HvyoIrTa4lXuA6JV4QQQqRl7E93UdeShk5EbsbTIZLxer/H/qznrLId6KRCh0gWZ2nxvZMYrHvkJYt63V2KRqAwMY7juVEs1qcxkRvCeLaMA7lhtEO6NrYx7zcQRK4RgNDR5EAhj5FMDiOZIRzNH4TnbhxjrRYFLxl2L/97tj2H2WAOWSeHnJMz368HTVxv3jA5UdbNwnM65RaOXHVCF1HON2KXvNPpguTznPGnzYihIPI7ohgnj/3Z/ci7/XcK3Qy7mRdsxWKbOQ3/HhcvpDWfSXthuh/OKtsVr8Tnw/OQeEUIIUTSx/505zRJFKt0x1v8k8IMOn3TNf748eMDjWN2skfD8/7GG2+Y/SUKbKxouhcjL3nfa7kGfvXwGF6phZgNHJweLxqXlJPlLMpZF5+9VQHtVbIZB/PtADnHxYjj4J6RPL7u5CgeHO+4P64H86DVTgnHB1G0Ykf8/Mr7s7hWaeFoOYus65gRQ1+4tojJahuTtTZOj1FI37n9gVIOHwB4c7qBF87evs8blRZ++e1JXJlvok3BS87DE4fK+Kb79iHn7X6NfjdHF/F14mvOgw3GcUFT98SE1RqM05zTpH2PptfOKhvhxPZnuhuMu8Urdgwqr5291GAsscpdxmaKuoRft78ASSEenNmxPyxqsqg7iLE/661nK1iVMcU1zzzzTM9Vxry/7qKeVW++/fo75nVdLFWBoxS5uBgaouvKCHLIoxU2UfTK8KMQcFxkMxmUvJKZs74ZRrLDmGkvYMGvGNEJryz+LG2xh5cEKBwT1ArbKHu3bfDYdUjnlUpQM5bdccxtInY53hZPNYI23qveQDP0jaMKhTAcG3S5MWXcVQ7k+28xmCbWstjmdUFFL4PyuMV2moujaQ+EbHK6W+d/PfEK30soYOH5jat6+fe9rOoVQgiRvqJu0ou7duwfC7os7A5q7E+vxCpc/7vvvms6EOkQaS2P+1HUY7F7hWvgzVsmjh2iE+AHC3DHPUQTJZRyOTw+egyTzQqqfsPoSkqei1Ima8b52JE+G0HhCYUii8EinMgxrigmP3EilN2yEZrwfNFRhSKU7JIghfkInVXqYR0Zx0ERK10MeV+8m9CMWu2wGCxg3p83LpN5p2AEL82ogcn2JI7mjiXGYSUpMV63oIlxqc1z6TDK9wPbpWjdY9NK2nOa3V7/auIVWwezzitx8Yot+iblWhdCCHF3YMc/bLRHk8R8htjP1ldffdXUDD/84Q8bAf6g2a6bJvML7i8xBujH/hJrpRRU8+A0AJ4rK7yevPg+xut1HMrlcLTpYNSfQBSN4PHxIg4WMriw2EQtCBEGEUqug5FcBmdGCxjKbW6P5tRoHnnjolIzohSKVCiEYdb34L6Suc3F+YYRmhyjUGVJVDKSz6Duh3h3tm7k+laoYqETzHzrdj7TDkL80luTuDDXwPGRPHKeg4VmgM9eWcBoPoOvvWcwjqHrkSTBR7egidct3VWZ03Q3GPMYpFii16R5fykJbpfOJt3xbR6zF/ZoJFa5i9hsUTfJXYhcO5WotGVjQZeF3d3c1N1KYZe3PX/+vDkGqTLmBxxHDPHgGr7yla+Yr7GLk/Ph40IGBk9D64yH2YiyWzSW2ItB1RRsO/2HEcYzo6ZATOjawmd9R+crjbqdEA2aeceCiCiMwNpuwc2i4lcx5y9iprWISlDFqDeyXMQtejkstGuYbC0kQqySpEBoMxbbcTcewi5ZG1DTgj0tNtRpHmEUD4KScu10u27ZoIjvxTyYjPK97Itf/CIefvjhXV2rEEKIu3eW+1oksbjL9XIjnTE5BfjPPfec2WDfrbWQreQ0LIywqMvzT4dICkoG7RpYrVbxhS98wRRl6LrCLkU6Vdp85sjYgW3HrsbO2y1i1p/piO8jIHIieMhgP10hHceM/eF/d4jsl5xXOBaVTilxwT/vw/GpV3GNQIVC/QV/wcykzyPfibngII8CmlET9bCGsrd99829ntNwTew6pKuPtV3ndWFzGhZ8+TXmNDbXpUV7Ep9LEsUee22MkR1zaomLV7hJ+IlPfAK/+Iu/iN/+7d/e1XUKIYS4O7B1NX4O2TrmWjFKUvMZwlE3jMPZkDvIsT+rrWer4nsKAziG9eTJk7jvvvvWjLt6GTsydzl48KA5CPe36CZJV3zGrHydrfD68YkJlMsj2378o2UK8B28McudFj4PxmcRTo8WcHKk4+RZMyKWaFmoYsl7Lip03V8So9jvm03ykPedxfVKC69PVvH2dA2v36rgntGCEceQ0UIGDT/EyzcqeOnk6B33vxskNQfgdcfX3NYD+L7APTvrxsPrgwIW5jZ2DCqvozSQ9nzG5gtJeQ7OJsQr3/iN34gf+IEfwH/xX/wXSCMSq9wlbKWom9RAyD6Hc+fO7diWbdCBEAsgDDqo2P3Qhz5kNv93A9s9xA8226XIIjk/8G7cuGE6JClksSIFfghu5QNwIaiYIuu+7Jgp4rJkS1cVP/SNgGWcDi4OAyLHiFqs0MTMl44CTGRHEUUNzPs1Iz4htaAJrx3BcyKcr39g7pfOKiFaqIWLKDvDty22HQ/NsNMptR587FvNRUy1OGM+wniuhEP5UeTdzJ4v7G4ULPOa+PSnP23mKlLZ+9Zbb5nrl9esLfTGLbaTBte/W8lRL0i6Yrq7S5HvyQycWfwXQgghklLUTXJOw/XT2Y6x9ksvvbSrxaatilVoj83OSTo4UqS6W5vR9nHZocjmBcaq3eNhbOzK88wOz83GV2YEUVhDwaETC7sPOzkLv07XFJPDwDUOK7xdliNVl6CAJeNkMOINoxpW0AybyDgegihE5IaIGg6m2tNGqELootKZoOosu052XCUj8zMb0Q7bxgGmGTbgOh6GvDJK7tozz9Nmm70V+JwpWOJBi23+jtHRlK89N1LoYLSexXaSsO9ZSc4JNoLv1UnOybrFK8xnWAcRQgghBvE5T+H6ZpqJ7fftbZMG9zoeeughIxzezRr4VvZoeP4pErl27RqeeOKJZeHIbsA8kMJ/jlO1wmvrGshm53jsypxmK84vF+abqLUDM46nGURGlFLKuMb15O2pGr7qZA77i1nkMi6q7QDl7O24aKEV4L6JItrtAO/PNjBRzMBzHUzX6JQfYaLo4effuIXZho96O8B0M0Aw38RZx8G+Qif+K2Rc49DCx47d9R3web85WcMrNxbN2k6O5vHM0REcGsrddfkMYXwabzD+7Gc/a1wl+Z7Ba4LXCPMbe11wjy9JAvE4SRJ6bAcrBEnq+XVWEa9w73k3JpD0iuRmj6KnRV2+oa1nKZf0wi43zRkA8fmwqJuEQsJmAyHaVL/88stmg5+Wcrutfuyee8lCLo977rnHXCdWvUlbciqM7QfgZhw2Fv2amQNf9Fa+KS5GVdT8OsazI2ZefNkrmpE/OZfnwkE7bCHv5nAwtw8T2QhXG9PmvticuD83jMbcDcwE8+a+hrwSXLRQD334URuL/iIyThF5J4N25ONAZn27QQZn56q3cL0xt+zwMtOuYKq5iIeHj5kxQncz9vf+0KFDRtBkCvP1+vIGAO3eeRteC1bQxKJwUoQ5aQ+EktaFuBEMkslu2HwKIYS4e9iKQ2RSi7t8DnQ15AY6Y6innnpq1+OnzYpV+H2673H9LEgzRtxNus9bLpczsSsPwtjVFnpt7Bov9K7nsNGKWmiZ3CS/whmFIhV+nd8vuAWMZ0fRCBtGwJJ1skZcQjeV0cwI9mf2oxAWsBDMG6E9xS7ZZh7toIZqUDVjhlyK9xGgFbTM/fDfOYr1I6ZALrImT1obruVWm2NRW0timhC1sIJRbxzjmfGeXlu7fZ1uF14XdOLhwWuAeTmvidUstnld8PZJYC+IVdKY0zCnFUIIIfpF3NXLNjhuJsZKmvs9O/hfeeUV8/ckNBPbmGkzezTMEegQydtyjyYJjXd23XHhNd1eVotdKbS2cetGDhvXKk0EIXC4vDK+DaIW3p9r4KtOAseGc3hwoog/ulnFSC40I3zmm4ERmnz42AgOlbL4zKVZvDNdRysI8cC+Ekq4iXfm2lhsAfeM5lFphZiptTujg2bqOD2cM6OK5hs+To4VUMquH89+5uIs/tP7s2gFkXn8d6drePVmBd/7+GGcGO3dpnta8xli8xXCpozuJg3uOdrrIkkNxmnfo4nXntJCdUnMlFYkVtnDbLeoa2+bhECIz4GWV3zzpUqXxcYkCFU2I1aJr30rc+g3G6zuhLXWTcUurft4EHYp2kIvHTZ4PXV3Ka4Qv6xzTpaVfo6H44WjmGxNYzGomG7FkcwIDuQmUPA6r+395aNoG2cWwAkiXPXeM52DQ5lOEElBSabtoRrQ4spHK6CbioPhTAEHc+uPAJpv13CzOY+il0VuyUmFApY5v44bzXmcLnWe+93krLJWkGz/ZPDOYzWLbW5a8DbxLsXdtNjeC4FQmtZvxSoq7gohhOgX1k1lK8L7pOU0jKnpSMLPTXbvJWUcic071jtHdu10Hnj++edNAWwr999P1oq3u8fDsMOIOQ2FQhTdMOexomv+Gc8vzTAe5jQdy5Pbj4Wo872lUT9lt4zDuUOY8+eMYIRukuOZfRjPjhnxyIg7giFvCCGdWeDiSusKqrmqcWux7pJ0nGw6TfiRj0oQIBdljVh/1Bszzi7rMe/PGcEKhTP2HLQp5A/mzeN23Cx7c47TSPe1ER99S9ikYTcAmLPTwp6drfEuxd1qMrHnPE05QdpzGr5HKJ8RQgjRL4yjuO+bY6u1/6TkM4RudcwLmM8whkqKS91mGort2ulS8eCDD25aVNvPfGYjR53u2JUNxsxprMOGFSnw6G4wzvCcOHfGxEEYIcs5pEv7ON98dgIThQxenayiHUQ4NZrH80eH8cBE57X91gcOGIcWfm847+HXf+8CbtV9HBjujEcdyrkYyWdwYa6BABHmam3Qm3K8mMW3P3TAPMZa0KnlM5fmjEjl2Eh+eY/mwmzDiFgoWOnF+U9rPkOso6yFeSuvYR4k3mDMpnNeJ3aUFI/uvbtBkvY9mjQ2EFSr1YGMae4XEqvsUXZS1E1KIMT1v/HGG+bNlkpdWhhRrJIU1guE+MHADwiu/ZlnnjFF0KSwlWuB3WX2A9A6bFjxCufDk3g3Gl1TZrGAdugj43qIEJiiKWMgOqIs36+bxbHCYdNpyMKvB2/Fuvj33NJoH44Q6nzx9roYuPDq7BR6GWR5JtDKehFm/TlQtFtwO0FTNwt+3XQ+ZhwXTVp5LxWQM3Aw3apIrNIlVtnIYtuOkuI1kQSLba4nCZs/d1MXIgPl3XaMEkIIsfeLumnNaRg7s/uQRSN28FEssdtr2mxOw/iOa2fx84UXXtjy5/1GceV22cr98bYs0vE4deqUyZPp2snX5erVq0aQT/GQFa/wdaIAhA4ozFGYKzSDtnFUGcqUl0Ug5n4zQ2b0Dsf/MJ+wIhQL/83/lteClefaCGC4WRE5Sz/roM055WEFWUxjLDuCnHun6MTkZVEdLjz4COAHbSOt6azXN2OBVvu5u02Av966ma/ELbZZe7CFXv6OUpy1Wxbb9v0hjefdwt+ztOU0aS7sCiGESC7WTWW7G59JyGf4+OfOnTN7ARwFSkE43T6SIgJYL5/h11mrpoP8I488YsbeJ4nNnsPuBmM6atg9GoqumTNbF3QeFJ2UMy5mGj7G8x5qATDX9LHYDnHfxO09GrqofPTUGF46PmLcTeiE0i0wKXGOz1IayO/Evx9GQDsIkXFhcpqi5yDjefAd4As3FlEuZnB2tLAskIlzZb5hRv8cH8ljstZGzef9OGYN52cbqLVDlHPeXZvPbGbt3HPhweu6u8GYY1GJFa9s5DDaj7WnSeixWj7Dc5Wm51CVs4pIalF3s7Pck2iZzS4nFkb5ZsuiLjdDKZRgcJSUD5i1uhC5cU9LOa7Zrj1pbCeYjDts2PEwfK4MjJZFCtkMckdKaA41kC+44Hu5+blsDvWoglJUMHPcLSzesvBbDTvuDEW3uHphtREh52SxGFSNNXY9bBsRTM51kXMKKOSycN22Eb/M+TMInTqGvVHsy+y741rpdEoGqARzxqrbRFkRjPiltIp+z3RjBg0s+nVz09FsGaUlB5jNnLO0sdVOvvgoKboH2Q2AuE0hhWZx8Uo/LbbTrtpNWxcig6CkdIcLIYTYu0Xd7ToP7qZtNmMqdr3xuP/++42d82acTJJQ3OW/WdxiUfq+++4zIo8kftZvJ6fhNRHvUuR1ZrsUKVJgzjk8PozikSIq+Rqajm9GAHE0T8ACrDOL/bnbY3ZMAStyUQ1qJj9hrlP2SitGCFncNvsMI9QDiucDkwfxOXCMEPMgiupboY8QLdSCFibbszhZOIrhzCqb6BHQCJumSaAj4+94vnTGC915XvgcamHNuLhwjSW3dIe4Zi2S+Nr3OiegEItdwjy6Lbbffvtt4zBkHUZ59NNiO41dfGnPyShOOnLkyG4vQwghxB6CMR5rfNyj2W4zcRLEKoyNuUfD50HxunUiS1JOs5ZYhfEc184/P/zhDyduPMZOYmzuNzF24cHnzljGilcozKGb40lvFG8u5PBu5KERdpxWxvIZvDZbx6mxAg6Wbjci5DwXdd/Hq5M1+GGEI0M5HC1n71jjiBfhUMHDhYWmEZbM1H1M1looZj2M5j3sL2Ux2QpR9UP84a0qbrVCPDRRxLeeGTfCmDie6xinl7dn6lhoBSa/4avIRzw2lDXf7+ZWtYX3ZuqmkfnUaMEIXTY6j0nZS+x3U253g7Hdu+M1MTU1tewwOqgG47TlA2lfv+/75r0uzQJ8OavsIfgLxItyO2N/khII8U2UKt13330XZ86cMUe8EJikD5jVAqFr164ZNxgWdFnYTcI6u+nVmng/LNLxsCIFioymZqaw0FhAELXhBw6KmQK8vItavgLP97A/e8D8PM/djD9rrLNZNOWqPCdjZqyPZ8ZWOq2EFLIUMNtaMN2NgTnvnTIsR/l4bmcMUBixm9AzXYacEc+fKXtDK4q0BZedi000Qv4MZ1paM2/+3tyeG2rXeKF2EzdbXGPn94qOLyeLB3CksL5bTlLU5YPu5OveALA2hVbRy9+PuMU2DwZKd2sgkfb10zI7zUGQEEKI5M5y30lRd7dzGhYJaDPN4u6HPvQhs8kdXxOfX1LozmkYu7322msmrn/22WeXY7ok0csciyKFAwcOmIM0Gg0Tt96am8RcsYLI6Yjm85kMonyIm5g0o0utgISjSq82bxghiD2LRTePo/nDxqFlxbqbxosb1bBm/h2a/APwojxqfhPNsI28mzVfLzg5I2bhfd/v3bNCWMKvs7DL+2HmY0RQHf0KKF2hECYOxwXdbN1EI+II1Q4cM3Qod2hDB5a05jQ7rRnELbatw6gVr9Dtle8r8fG4LAr36rpMWz6wV9wiNQZICCFEr2DswHi/l3s0u7EfcuvWLZMXHDp0CA899NCKz/bdFtFstEdj3S0Zq9Gxf7u1Z95vP+PhXtw3nz9rszziLujHp6cxfbmCG1UHow6wr5jFWCmDq5UW/uPleXzP/fuM4IS8PlXDb12awzxFI8wVPBePHyjh60+NLd/GPBYinB7O4Qu3FlFtB8ZZpR4AoRPieC6HqRaviQhDHm9JcYyHN2bqODGcw4tHbouFKIjJZFxUggg3Ki1k+RCOg4wDNMPOffI28fP02SsL+E/nZ7DY7DivFjMenj8+gm++b9+qwpa9wE5+7+N7d9yr5HVhx6DaBmPmPPE9ml423cv9fvB7NCRporytILHKHivq2jewnQYvu9GFyPVzdA43tlcbnWMLNkkpmHE9di0MPtlxdePGDTz55JPLxc7tkkSRy2auGVOoGxvCzfY1RiloN9uoN+qYm503RdeF/AIWWguYGN2HTDmDWX/GCEvYSUjYjTjjz6Dg5lGKjQ2KPKAa1lHOlOCYLsI2KkHTTI4PwT9dc6MIPnKuZ0Qv9aCBDxrXkXOKpphMF5a5YNZ8ncLhTOii2g7RXgp8+HN0XKmFDZS9znqmWgu43pwxgpjSUiG3HrZwqX4LQxneb3FXXseK38DN5oI5D2Uvj0P5ERS9ZFp9d9sUsivRileWu1djFtvdMzbvtuJuWgu7aXzPEkIIsXeLurtZRI0XRpkXdI/OSVJht7u4y6Lmyy+/vOxu2U83vKRCR0B2KLoTGaA5hVyQMeIj5jQLc4tUeaAeVs1IU77GM+68GRlU8ArwHNeI4+thAzeat3CqcGLFNRwVIiM6GfGGzeggikjYFUjZSp2OJ66NAWk3nEE+8rDoV3C5ccXkM8yZZtoLmPMXUAtqaEVteByf6maMHTf/o6NLPazffswowmR70nyN4hl3eY11TLWncCR3ZN3fs35tjBj3yrBingeh00vZK2/a7WUz99/LJg3rMErb+26L7U73qrOi0LsT58G05zNpdYuUWEUIIUQv4Oc4a5+9EN5374cMqvYWH/uz1uic+L7IbhN3eeGaGJvRAf6BBx4w4o2k1iz7tS7rgl4YGoZXmcQjoyHK8FFvNNCoLCBotfH6QgGf9WfxyJEJhIUh/OalOTSC0IhKuKpKO8SXblZxuJzDUwdvNykGEfDefNO4rmTdPOZbPq4tNOG6DiYbAdyMi+GMg8VWiNFCBkNZF7dqbfzqezO4MlvHiZE89pVy+MzVBVyttjBHMVDWQ53Cl3ZgBC4Fr3Nezs818PjSY19ZaOI33pumngX3jHUaAuabAX7/8hxOjubx5OG1N+j7+bszW2/jK9cXcX2xhbFCBk8dGcaxkXwiR+nwfrobjK145cqVK2acVLzBmOODtjoGOA5/J3fy87tNGvMZkuacRmKVPTbLvRdCld0oovKNkaNz+Ib40ksvrVoYtW8OSdnMtYVd2qxx7fw3i7r9tM/q9xzHXkBRCj1Pcl4G2XIWpXJHdNLyW6g366jN13D18jU4Ey4K+wooeUVTFOaHFzv76kHN2GizGEvxCmeue8Oe+fuwV+4UCykraVZQC5uc0o4wyi5ZWnsoeTlT1G2EDeOashi2MN2aRT7rmC7HMHKNMjfrehjNeai2acbtIggD080YPzcUq/C77HC0FN0cFvwa5tqVdcUq/QqEJpuLeLNyFY2g40bD1X7QmMFjw8cxmr0t8NkuZt2ui5lmC/UgxHgui1Kmd79v/N2OW2zb7lUeb7311gqLbYqfKGTZSmCwF+Yhpmn9fP+Ts4oQQoidYoX39nOwVzHUIHMaxiAU4l64cGHdwmi/Y/GtYtdDtwjGYvfccw/Onj2b2KJunH6eR5+jfygEyefNMTwy0rFSbi4iqoedbrT33kH2VBF55q65jtDF81wjvKdghQf/XgvqaDhNBNnQiDGs40rezRlHlkbQQmBGDTkInc5YIAr0mRPRRaUe1hD4LVzzb6IZ+SZP4rgfvkLU3TO3KXkci+qY+2FeZOHPMy/Ku/llIQj/NHlXWO+MVnXWFyX1+lrgebzRvoEFv+OayWcyi1mMeCM4nDvcE8FKJ6dx0Ag5ytVBztnYInyzdFts8z2GnWwrxuPuwGJ7L4hV0vYcJFYRQgjRq7E/tpm4VzmN3QMZ1GfrWmN/ukniGCCeezrBcDx9t7vl3ZjPNIMIzTAy43eK2WInHh0fN6/t+bka6u2mab5+u+rgSjiCk8M5tFtFU7sfznlmNM8bUzUjVplr+pis+7jYyuBWy8fRkTKKZqwPcxcHVxeaxmkl73AvJgL1JkeHcri62MIHC02Ttzh+gC9eW0AVjhGyjOU8BEGErOcYF0svCJFzHLTaIRaavnGStLwzVUOlFeDMeGH594rikPmmj9duVXdFrMLn/P/7yjVcXWyaxgE2IfzupTl8z2OHjGilF3Dt0zUflysVI/I5MNS7ZhLmK/v27TMH4e+P3aNhXYM1/3iDMcUrW9mTTVs+0E1S9qA3C18v/o6nac3dSKyyR4q6ZlZ2D3/5B1XYjc9DZ1GUxdG1PjyS5qzCdTKA++xnP2sUxg8++GDPXoN+P8d+3j+Lq+zo8xEgS8cTiwsMl4Zw+IFjcB5wcKlyGfOtedSrdczOzZlzV8gXkCl3ugGvR9fRiOrGKnvoSBGeSwkMi5nG7Br7cmW4bdpcd4qxBTeLkUzB3IYFWQYJGYc/l0UrqqMdNpF3cqag2xkZxLFDQN4DWkFkCsM+59B7t9Wv7SgwjxbHXp8sBK+FH4ZoRiHyy92RvYGPea56E60wwGimE5zxtZwPGnivegtPj57acfC12Pbxdn4Y716+CT+KUPRcPDw6hOf2jZpz2q/uVTtjczWLbQZDNjDayMVDgdBg0RggIYQQSZjlvha8P+vUMqixP88//7yx2l1vTUkp7Fq4uU7nu6eeemrZDW+n9FPsMgghjckJ2pEpOsZjYDfj4fD+wzh0bD+qrRreq55Hu9HpSpuamjTF3XyhALfoYd6dx+WggiYFJ/m6cVPJ+A3ksx3hRMbJouiWELAD1+Go0xAFp2RELBS6dIQkWQwtjRyajhaNUp0OLqz4umakKXOETrOAE9J1MkTGuV3m4b8pvreDT5efB1z4FP0jXNu9lWOKaGC5POCoN1SCihGqcJ3MGwmfw0KwgHJQxmhm5xsLYc6HOxLhFh0/maO6OYx7+1FYcvTsJfyd7h6Py02SbottCvFtTrOea1Ha8xnCc5CmQqnEKkIIIZLmEGmxMQHvu5dj1Lc69me1dSVlj4ZrYT7JPRrWjdPiENnvnKacdTGRz+B6rYWh7O3XshY6GC8X8fSDJ7C/kEHjwjTeuzSLdrtlnDYJ92h8N4cZL8Sn3pvG6zPMTSLMtMqoOcCwHyyJVRzct69k9lguV1pGvFLKejg1WkAh6+Ld2brJJE4OZXGinMONWhtX5xtmPBAF9x25S4eQ1/qS4LwdhDhAa/wlGn5o8p/uc5ZxHNTaa+f7vB86sPg9vlR57f/qu1NGsHJyrGDGEPFrFOf8+7cm8cD+kjkPO6Ha9PGfrrv4N5OXjOiomPXw/IlR/Omnjuz4vleDjeTxBmPWOOweDUVN8QZjHsx91stZ0p7TpK2huFKp7MjdMwlIrJJC+l3UHVQRNa523cw8dPsck1Dc5RqmpqZMUffxxx83G+2iA0fwDLnDmA9m0YrYPeghXJqbPuSOLHfKjRVH0fSaKJY7r7u11642G5itXUO+mEEUucg6HoJ2hIILNKMa8lHHHpqClbyXwXhmAlk3QiVYRC1cNF2QDHPcKAt3qVBrLp2I9WYfjsNAh3MTfeO8Ejmh+TpLuDlnZLlgataYKRkHlUbQNuIb/lzG6fy+lb2VM+gJH/v9yhwu1xcx47aQZ9dibQGnisM9+R2db9dRDZooe7nl+zNOM24W834dtaCFcmb7VnNBFOEz0wuYzuRw3HMw5HioBgG+ODOPgufhifH+zrxby2KbXYoMjNipvJHFdtrnIaYtEOLrI2cVIYQQSSvqDjKnmZ6eNkIVbkRT7LFRETlJXYj8HOdrQJEN3S0pIk4T/SyQj3hDZiwp3U0oGGEewLE9FLGMZTtipGK2gKHCEFq5FvaPT8D3A+MaWGtV0arVsNhYhJPhmJ6sKbzyv2rQcTkpLzk0UkTCx9mfPYjrzUlUwxoqYc24o1CUMpxh8ddFO6SrInMYivWDJWcVilM6QpVW2DZFUmZJQ+5tq266plAUwrUzh6IEhbehMCbrZld1VWmFTSwEc2hEDYyeKWPBmUUmzBg3ll5QDavmecTzLv6d4hyOVNqpWIVuKhgJEHkci5RZfk7T0U0cyh4zIqF+wo2dbottOwaVjTpvvPHGuhbbaXeKTGNxWjmNEEKI7WLdVPq1RzOI/RDe97vvvmtGgTz66KOb2udIigCfcRP3aOgqcP/996/bCH235TMcF/rsoTJ+/WIbVyst45bCUT91P8KzB8tGqMJzdWK8jPKtBoaLwzjguUaUwPzw0nwTV2ar+NzVRXNfI7kMiqGPKFPAuwtNPJvzkOU1z5wj4+Ejx0cwVs7hCzerOLfQRKMdGtf2/XkPBwqdmJyZP3OWuUZgBDRZ10HdNxJ5Q7XRaUo+Vs7iUPl2fMzROu7S2J0ahSsRMMTn44c4O3anGJ0NB5+7PI/fuzCLazMLcII2pstT+OjZCeS8nceocw0f783UMVHKmudDeC4PD+XMWKTzs3U8enBn41g+8UfX8cq8i1MHHUyUc6g0A/zmuc4opD/33HH0G4rtDx8+bA5ep8xz7R4NG4z53hdvMKYLy4oRuCnPadLmrFKpVFK/RyOxSsoYRFF3EAEHizUcncM3sc2qXe2Io90OhPjGTDs8FjRok5UmoYoftZEZdhGV2qYAyc4yWiL3mlFvzBQcKSDhmB52sg27Iyi7tz+kh7whLLiLxkWFBVQ35yKTycJpc2Y5OwMpaApRDZuUySJTacEpuKgHC8hmOgXjIa+IQ/kJTLUmTZHWSGxNAZeChRCZpS+xbEtYFC24nbc9ClWo1I1ClnkzpsybdVdaw+3PjeB8/SZutuaWisMdmcuB3BgmcncGHG8uTOP96jxyrgsvitBEhFfnJs193lPuhfXg6gGs7ZTcadfjtXoTN1ttlEIfxaUP41E3g5lWG2/ML+LRsSETnA6KuMX2yZMnze8+Fd4MiqzFNgu7cfFK2gqjaQ+E1IUohBAiiUXdQeQ0jO8Yi3AmOh0Wjx8/vqnnkZQuxBs3buD11183cQfHFvVDqNKP17XjKlhBsM/FxcZVjIbDRjxiBCE9JONmcKJwBFOtGTNilHH2RG4U+7MTxvmEUPzBf19v3jSjfjKuB6/oGWeVXJRDw2/DCx0EfoDACRA2Q7QdYDacR0QHR9cz98HxN8zJchSlwDV5jQcHWSPQ70DBCv+jhJ7n1Qg9opbJA9wlQT3/7Liu3L6+eDvmXTeCGwjDYFnwwq9PeBN3jNxhvjjtT6IVNY3Qg5dqHXVM+7dwIHt4hWvLdlkvZ+mFi0s1WEDkRnADd/n5ZZFDO2qiFlYx4o1hkFDARsci61q0msU2OxNtPkNxS5o2WVZ15UlRTmMbJFibEkIIIbby+cHPbB6kXzmNddPvV07DOIT7HLx/7tFsdrMzCaNNee7ffPNN4wjDXObMmTNICxyx89pCiEsLLi5dmMN9YwXcO8axnb29hh4aL8B1xvDlW1VMN3wjEHnhcNGIVez1ema0gPvHC3hzuo5S1jX5xGyUR+AB7WwORRfIRgEW600sRg4OFGqYQh5vTC5iNJ8z0TtdUL7hzAS+PFmFQ5GCyZVY544Q8Vi6VPK0YIk6YpKRJbEMr6OM55rb5TMumkFoXETaIUcELT2P/SUzzuiL1+j80nGNpGs+xwI9deTOPZrfvziHT75+0+xj8DHnW8AvvzWJxWaA/89jh3Z8XvnYfE5LOpVllvqll5z9t89kpYUvXpnHcCYyghjHcTFeYuMB8IXL8/hTDx/E/vLg3IP4OnHEDJuL4w3GNqdhTaS7wThtDbndpG391Wp1w4kESUdilRTBoIHKxn4XdYkNgno90433xzcvFnbvvfdeY5O7lfvf7UCInZMM4FhoOnDggLF7TgssOC6Ec/D4+e0A9aiKZlDHkDtq7Kd7CV+nYW/EOKzQWtqUTuPuF1GIRb+GIOR1DbSctin6OmHeBCRjVJm4HrIZB8Uwj7naIrLZAhzfR+UWZxS2MZQvI1cqYX58HnW3YYQwLEY2wxZmwwXTjZhx2shwgHzUschmuNCkOMZ8zjigELcedCzryq4HxwlQD5soLbmmLAQN4+5CFxV/yR3GWGZHoXFbKWduF+Aqfgsf1CsoehmUvAzadH5haOYAF2rzOFEaNkVkBmPNsNMpmdvimKCRTBFFL2scVIa8/PLvA/89li2hHBthtB0qbR9B1LHQi1NwXaNa5mtTij3nQcP3JdrN8bAW2/wdZFB09epVY0nH83H58mXj1LORxXYSGYStZy9RF6IQQojtFnV7Oct9I0vofojX6abCPz/84Q9vaZNzt7sQ+dgcS8LYiZ2THMealoIGr5lrzUlMNqcRlRxUwzoqzTrm/EWcLh7ruWCF+cmxwmHjZELiTiCETiChEXnnUA8aRjDPsaM5z0MraKPtBihkO/F5vVmH54RwIg9+tY3JDyZNzDecG0ZxuIj58oLJZQ7kJszrQVEF79PkJhGLzC7ybgbtoL30WIFxRWR+w6/zcCl+iThStYnR2DlrhQ3k3AzCiI6XdL6kiKPjNtKd79PZpAU6RHbyodCPkEPO5JK1sLIs9KBzJvM8D50i81You2XMY948B3tOuS7zPW/n3WBttDn/aLlhgZg1mpFJvX8/6IXFtu1SfOutt0zNh+8TdJXcjMV20uA1lbZOSm7U0bFTCCGE2Gw8bYX38QbbftGv/OHmzZvG9Z6NuBTfb0Vouts5DV0E2AjNuOqRRx4xOU1amG34+NULs3hvLoTju6jP1vHOXN0ISD5ybO1xstuB1+WD40XcP1ZAM4iMk0kmprBgzHZ+rm4afulqX2n6GM5njLNJrdKEm+/E+syLhorA9dkFONk8DrjAgaCKXHUa+4cKeGxkBIuVCt6abuDMSMGIXmrtEK/crGCxFWKy7uPkcA5DnhlkioBjgxaaxlHFXXI6yYaRcSnZV8whn3VxYa6BRw50coNriy20gghHhtgQEBoxSDHTad+9vtjCvtLt+n/TD/G7F2eRcV3jyLJYaSMbunALWXzp6gK+5sw4DpRznSaIhm8ek895K0wUMzg1lscbt2rG4cX+/k/W2uZ794ztrBFkpt5GvR2Y16QjgenAx7pZaWGm1h6oWGW9BuMTJ06Y9wL+TjKnsQ3GtvZjRSwUu6SJNInv90o+k54dsbsYO/aHQdAgirrE/iL2UqzCogsDIDojbGbsT5ICIfPBff68OWznJK3xdtvlZbMYQUNYMcW5sAV4tKN28qZzrhotIr9UAO01pusP3ipF5luYbs+Zf7MDMAgDZI0IhD2ELCDy4Ln1OjN8OJs9l8FIdggPjj+MVr2N6ZlpLDbnMbswBTfvouHXkcvmjUVZyS2gFtbN4UTtjqOKlzejf1rGUptfceGBnYy0tM6aYI322fFuvsnWgglshjPlFSIpjtyZbVdRzhTQCFqYbS9ginbfURVj1j0m6jieFLwM6oGPRuBj0W/h/eosqn7LKHsPF4Zx3xC7Mzf3wcduzbOlg3i7ch3zfsPcB4vUBS+Ls+WDW/pdZWD3+kwdQRjikYkihnIZDGcz5tViz+WK2wYhRnMZ5Htgk9fr9yla7vMgDIB+//d/33zdWmwzaIpbbCddCJK2QEhiFSGEEFv5jONndb8dIuPwM5U5SC+hzTSFKhSvP/3001uOLXZTfE87Zwrv+Rq88MILpnPSFpLSQC1sYKY9Z2J3pxmh6BbMdVQJaphuzeFI4UBfHrdbpEI4VmeyfQvNqGnE7HmPo37oHllGC8xBHFTQWM6n+W9qJyikPjZ6BEeOHjRuo5NzUzg3cxHtlo+skzEi+XKhhFwuD9/xl0bj1JBxPBTcHNphgEbYRsDSbsSCcwZDmTLybtY4ofi05jZ51NI6o6YRnxTdonkedj0U9jfRgA8fmShj3C55VIL5zn3TcXLpPjoDhziKqIXQDTAfzKEadtxm6LQy7I6axoHN/j7T6WXYG8ZiwBGuXG+0LFShy8xW4Jr4H3POHFsFXNe4qHSlM8vXuB0LlCSYv3KTiAfXyToDrbUZZ/NPvnfGLbaT3jFn3+PTltPIWUUIIcRm3cMG4RDZz/2QuHidQo/tuMbvpljl+vXrxiGSLtz33Xefian7tZZ+vL6vTtdwrdrGkYKDVjPEoeEc5psBXpmq4YHxIg6Vej+yko4tFHd087kPFvDpy/NoByGynoPIDzFUAI4UMrjkcg/JxYIfIr8UXPMu6pGL4yMlfPcDp3E4G2J6ZgZv3prHH1y+hit+Bn4emCjkUSgWcGIkj/fmGrhSaZqOZT7OsVIWM35kzgF3gDzPRdkFDpayRjQyVvBwdbGNIGZP8tZU1fzsowdv79Hwtbkw28Drt6p49NAQKq0Ab0xW8f5MDefnGji6JOawqe5YMWNuT9eShYaP/3RuGhfm6mZv6sGDZXzT/ftwaGhzjcB87D95337cqFzDxbmGGS3UDiIj0vmT9+3bkvjF90N87tIs5us+njkxiiOjBewrZVHMupi185GWWGwFKOVc7IuNSEoCfD+gwJ4HG4z5+/jFL37R5L78feX7DXMe5jLcx0lDg3HanFUqlYrJE9NM8jJ1sStjf7qxv4i9+qVklxALo3zD2uzYn6QEQixwsyDNAsbzzz9vnkMSXF62Aif/sdDJzjdiC4L8NwUrbXbPYTAz6llMnmnPo8D56UsjedhJx9nsHorG9jqKsnBddvqxCEvrZI7siUwRlCOFvJKH4UIR2QhoBi3z3GgJQsXv7MwsvIwHbzhjirojuRHks1kscnyQ03EjmfMXTOcjtRclJ2dkKyx+F928Oeya6LTCcTjmNy72e8e/sZdwvl3B+7WraIRNtCkycFuooY1SdNtaml+no8pcu4HXFyaNKwvdVygyOV+dQS1o49mxI5u2+TtSGDPilBuNedSNu0seRwtjGM5s/vX7vWuL+OT7M8ZykFdCmYHUyTH8iVOjOJj1cN71UPMDI+Cp+hzkFOHRseGBjgDaDnaziPNJqSTl766dD0+FPbufWYS0hV46tCStiJq2QIjvi0ePHt3tZQghhEhJUXd5435AMUUvcwfeD0d20CXyoYceMva323keu1XYZYcTc5pDhw6Z9dsYKE05DUft0I2DInTD0vVEwcSCX8ER9EesshoLwbwRghScwvJ10A7bxhGF3Xl0V6GApBG2jAgldEIT/2ecLMaznRg0M5JDIxshGxQRBA34UYSFoInabAO0gMwVs/CKGXhRFiOFYVTCOnJegJHMMFpRC/WgblIUPwww5HYKt3Q7sa6Zpluw3cBss2XcGYczt2sJxjqb/4UBpsM5zAccTRSavIrnmJcEBS6dG3dGB1GwMu1PoRpybn2mM5YoamEmmDT3VzYWnhvDJokjuSMoB2Xj5ML7tgKWzTZQ8HdoNpo0gpvO2ljcymIsPICyN4wouIEox65L/q5FnXG4Tg6l2FjaJGKu50zGdB7S+Shusc1ORbqtdFtsM+9JknjFvr+lJaehiJLuNmkv7gohhNibezS9zh/YfU9HEmLF69uBz33QOQ0fj67a3Px+4oknll3q0pTPmFGycw3jkOG2bl8/o3kPlxZ8XK+2+iJWWcu943NXF8yYnGPDS66KUYQLc034YSfPOpBzUfFDVJmbuA7abJx1HDM6iE4pfAav+WW8HDqolHwE9TZuIEKl1sbIwryJ7ce8PPKZDB7ZV8BYqYAvTVZxshBhOOvh3dmGWQfH3AwVs0awMsWfzXs4PtLJ+VpBiBv1NgLPQZti/djvHd3zuYdxq9rCz792E1cWmvCDCFMN3+x7POSykdp0FKPeDpHPOKi2Anzi1RuYqtKdJGue8+cuzeHGQhP/9QsnMLRJocnZiSL+6w8dxxeuLuCD+aZxVHnm6Age2L95d4svXprFj/7aOVyZaxhxzlDewzc/chA//I334kPHR/CLk3Pm/LDJuNLyMVf38Sce2L/CSSaJ8D2Lx+HDh83vKeNtuuMzn7ENxnzviTcY0yUpSVhBYlqoVqvbfj9PChKrJJi4m8ogi7rE/iLuNOiIj/2h0vXUqVM7eh6DDj640c0Azops4m+a/VxL71/rji3aWvd9+7uDKTKzMGqFKoSBC7vhPJeBTwYLLc5QzMF1qbD1zaC/CXccY5mOgwZHGDVCdhjm4NDenRv8GWBkrIyR4RHUm000/CZaV2u4ND2J8slhZEYzGMqWjVCKXXtz7UW0ojYa4SLgZFB0cziS32/ORSOqoRpVjJKXo294duo+0A5o9+2bfxecLC7Vb6AZtjHslYy0uBlUUA8bqLuLHYEQC7iBj7OlUVypzZmfHc/eDlg4h36yVcVMq479+c0HMuPZsjm2w3vzDfzCu1Oo+yFGOPjR4fifAL94ftbMl3xhpIjq3KwJ/hjEFTMenhkdwiOjQ6nZDLPvX3yt4xbbFKvYWYq02Ob7q50PT1UvhSy7HYSkzVmFSa4Ku0IIITZb1N2NnKYXRVTGEBTeUwi71bE//VrTlgqi771ncrKHH37YiGzipKm4u5yz3LHe3o6u3QgKIOhCQsFG/HEpmmlGDRRQQgsNjOWGUGnXUKMjiRMh03ZxeuwYyl7JCOcvN24YZ8cRr2xGhDaCJkI3Qn6igDGnhIpfRVj3ce3Nq7jqAaUzZeSyOYT5LAqZvMk3mkET/G8xXDSimKJXMmN2moGPNxev41arYvIvRrgj2TxOl4eQ9zgDvo2ckzX5EJ1S2MSQcfPIRjnjmtKI6vDCTlzsRy14rmeENhTpUBTC50qYwzVDjpudR8ktb/p1MIXrzJg5tsN8NIMGakZA0zETj0wDxlw0if3OEQQzEXIHveWxP3m3iHFv//K6k0w8n1nNYptOtcxnrMU2xS3xLsVCYTBNKGvB93uue7fzqq10IRI5qwghhFgLK7y3DWaDFonyMW0+tRNu3LhhHEnYdEbn+J18VvNnB5lDsP7IfIyPSZFNfNzFoNeyYxd6Cn2WRmBaK8PO+p1NN7P2gg8WW8ap4/TobTcRPv54wUM9CHGwlMOtShNHillMt9i065uc4pl9eXzsnjHzPN6erePlqRpGch7Gcp19FApd6p6HI2MjcIM2FitNPJWv4sj0VVyYHsFMq2QeM+dlcM9oAbVWgLlmgLfbNdxa9DBayOAb7hkzf76/0MBvXlvAxZaPet7FBT/APtfBBPeD+Dh+aO7rP74/g0vzDZwaLXTGHEUh3p9t4L3ZOs4WQzQDYHaxiccOD+HcdA3XK008sO+24JtOKBdnG/ij64v4qtObnwZxZDiPb3twew0TM9UW/uYvv4Pr8w2Ml7LIei4W6m38269cx/6hPL7nyQO4cOEipiNgstoyTivf9OB+fNfjh5EG4jkN85V9+/aZg/D91O7RsCGIv9+MxW0+k4QGY77n7vYatipWSfseTfIz9bt8lvtuFHXtY5KdFFLt2B8m/88995xRyO2UQRV3+RpcvnwZ7777Lu69915jX9X9GqSpsEvLZ7qKUIRBuGxznaFtiqwsOA60yLzqaYtQcLM4WB7H5doMKu0WHGRRdAqovj+NA88fWO60o1CFilv+24zacfOmMMyCbegEyOazGC2OIfNAHn7gY7Y+hUZYN+pNjr2Jiln4WXat0cKbHYRUrmZRDedQac0iy05Hzn435yxA5AQd5W27bqy+CxnPdBBWw5qxH7fXxoF8CTeboZn/XnNdGlDjRDEHeIuYac/AdR00Qh85pwyXr4nrIfCbqAQt7MdgZsp95uqimRm5r+Atn8+xHDDdDPCZqwv4+PEMHkMb9588bMb/jOUyKKTkg9n+Pq6VbLFwG7fYphW+DYySYrGdRmeVtKt2hRBC7M2ibq9yB24IM6fh2J9nnnlmxyMFB5lDMB9jUZcxz1oimzTlNBR5dAQhndFOXDVFH34U4FBm+wKibdOpKXfhGPeOPPKoRVWM5EoYRhHV2TqC2QDDhzsFJI72aQQNFD3mEq7JeYz4hO4sQR2FnIeR4jAmRsbgHXZRrdVwszWJZqOJxblFM9u9MJJDlKUrZcdJM4w8NPwW3mtfwI16E/NturAUMZopoh42MdtuIKwGOFRwjEtk3s2j0bppxv7kvcJy3khHFTrENKIGMkW6TLrwoowZe0SRDkUxBRSQY+OAcbbxjHMJGxK6R8D2A/5OU6hiCvqmZG6dYjhQto0m6vCrIYq1Yewf2We+l11aaxqwo59Xg19n8ZYHaxR8f11YWDD5DK382W3MnCfuvDJoi+00diES5TRCCCFW+0zmZy33aAY59qcbbpjuJKexjiTXrl0zzm10O9gpg3RWuXXrlsnHWM9dTWSTroZi4IHxgqnPe7ExN9MNH8NZF8eHBhe3uWukNFxW3nPxpx6YwH8+P4uri02MRBGODuWwz5nCd509iSE2wAK4QCeTKEJ56d8nhnO4sthCpR3iUqWFQ4UMnjo6gbMjR0yzsTM1D0zVTfw6PT2DKrKoN5mzO6iHDub9EMN5D2/MN/H5L1/DdMA9GRfHy1n4dBZph7jmOJhq+ZiptZHLuPj8rRquzzexr0DxfeeZnB4voRlEuF5p4fxCgKIT4b6jBTiei0+dm0atHcCdbeD4cA6lrLf0cxFuVno7Qng9fumVG7i50MTB4bwZwUT2DeWMw8svv3oDf+apffi6wyGeeP5+81wnSllzpIX1choaAsQbjOlyaJ0k2WDMOgbzHZvPsNl40PkF3992WvsZJLVaLfX5THrO9l1CfO4h2a0k33bCbDfo6B770ysbp0EUUxmAUmXM5/Dss8+aN8TdWksv4QidIPTh5BzA6XSeUagy5I5s2m65J+vIFOG1PNNFyHnzhFbTVBSPZoaxLzdk3EeqftOESvnIxR80Lq64j6XJhJ3/OxSrFJCNssYGOucW0fKBm815U7gm+TyL20UURkbR9EPcqFUQBZ3HbMxHKA95aGQWsdjKm/FCLNgGAcf1FDGWLaMWNMBhOMWsAy/IoujlTQdhCBZls8tvpVnXxcF8CbWghbEgwEg+h7ZbRcWn8tg1I4BaqCKMfBTdcTPyiOvPu4MTg0w3aK3X6WZc4WzjhCYwjiKKWByM5dIT/Fi28r7J804VPg92GPN3mcI6K16hxTbvh+IVq+qlHXe/k9K0OavshXmIQggh9mZRd6ddiFw7XQtoU8uxOcePH+/ZmgZR2GU8Q4dIxjBPPfXUmoWW3Zw3v1UYgx/K78fN5iSigmMEH3QEGcsMYyK388aIzcLYme4lc8EcMpFnxCbGRShqGTENc4iMM4yhaMQ4e1AA8kH9KmpLjQPLzQOxwjBvwzE4GadhXE/25/ZzeA0WgjnjGuJnArTCAH7ZQaE8DMcJgchH0A7NbPlmK0Sl3ODikHNKmGt3Cq1cE0U+XLOLBubbLQxnMxjOFuAiY8T3vP+CWzTuLoTCjjwbAJDF5JVpHBnPG+cW62DDXMmM7/HoNkmHl9CMVWUbwSCg8yYHHnW7g/JfzK845NYURx0XeXd3XUb6LV5n3mCLuGfOnDHvu3YMarfFNnMa5jb9LrqmLZ+hWIV5XprWLIQQYm+P/ellvM7POe7REO7RxB1Jdrqmfu+LxPOxRx55ZM0x5Gnbo3lifwnXq228fqOORttBfaGJcsbDi8eGMVEY3HbtydE8xgoZ3Ky2cbicNeexHUaYbwZ46fgIzkyUcGqsiBuVlnExOTSUxZc+f2XFfQRmws7t3wu6sXC8z/nFJo6Vcnh4JI9Xri/g9RuLJvmpcUypk4VXKqHoAFNTFA37yDsRxsIm3FwW5xcdLIYhxofzWPAD5NqBcW05u6+EyWobH1RbWHAilPMZHONtmgFuNtj0H2Gi2NnPoPjjwf1lZDwXTw772O/5eDtw8eZU1YhfKq0Ak/U2an6IhyaKyHkce4pNjwDqBdcWmuYxrVDFUsi6mK210Q46uVfaRCrbyWny+bwR0fFYq8GY4hW7RzOIBmOuf9Ci/7t9j0ZilQTOct/tou5OAiE+D27y0r6pF2N/erGmrUBLXRZ12Y3EAI5vlGuRNtUubZvH3AlMLczAywLDI6PIOYWBWyGX3CIO5MYx2ZpBM2iZQIXPdyw7grFspyOShdKRbGdGOn8nusk7BbTCeUToWG+bAw5y/C8q4mrrpimXDns5eF4Ix2PZkmXUwDz3feU86m0fQeRiZNxBPtM2IpbpagWZEMgXcogcoIVmx0o7UzAF2XImh6LrLXXnZVAPW8Yim3bZ9npohi2MZUsI21U0vSZaUYThTAmR0zLjfnjF+LznqIF6EGEkU8D+3OYTBc66v1ybxwf1eTTDAPtyRZwujWE8tzRTfgMYNL4+XTdCHStY4d95vweLWfP7tdvvPdvFvjdsZ/38GXYb8zh58uQKi+2bN2/i3LlzRnQX71Lsh8V22pxVrE2fEEIIkbSi7k5yBzv2h8+FNtO9TPr7nc/wNWBBl7HL/fffb+Ka9V6DtBV3mUeUvAJuzF3F/kPjGC0MYyQzNFDxPRnJjBjHxUbY6IztNSNxMhjPjC/nV/xzrVyLAv68m0MjbJnnY+HM9LHsqJnFXgnrJl+je8zNZgXVoGXEGDW0wXJq0ctiOJ9HsZhHrdUwI4EcP8RMZRY+H9t10UTLOKCwScB3KTJpw/iiONYdsoBKwBGrDSNq6ayhc30OOcPwm4FxiKF7CvPJKKSTTccBthHUTc5Fl5Zhb9SIdjZLK2xhMZhHfckxk40Vw96IEe1sBH1B6anC7C5OR/xDb87s8ijlNLKTtVOIQhcoHoRdiVa8ws0eFn4Zu9t8ph8W22nLZ1jYpaAnrdeLEEKI3sPPsrTv0ZDr168b4Sqb9B544IGefj73O6eh0wLzMf65UT7W73ym168/nTw4RudAWMGl6TruPTaCU8M5HCkPdmN8JJ/BHzs1hv90YRbn55rUvBvuGSvg+WMj5u+e6+DYyNr7YyeHc2YMEMf/0I3F/sxILoNnD5TwuUtzRhDCUT0z7dA4hNDx5GbdN3F7K5tBNuNhiHV5N4+b7QCeH2JhkW72LbjZPAI4uFFp4sGJMo4M5THZZFOwgwfH88guLZpjcnifx4cDFDPecsPu4aEcXjyUwVfovlJp4vRYAXN1H5Um7zVCtRXgZq1t7GQodHliyQVzM/Ca+9LVBfz+pTncqrRwfCSPr75nHI8d2pyQ4uR40ZzzVhAZsYyl0Q5xeqJoRCxpiqm34qyy1QZjiu7iDca8TXyPhrft9e9pGgX4ExMTSDMSqySApBV1t2sxx0LIq6++an4xPvShD5nCR6/pZyBE29w333zT2Oly9M9Gr0HaCruEo2fQdBC1XWNPvRvwvB3K7ceQV+7MYUdkXE+GMxyNs/IDjOd3tXPMtVPswU5BBjbsBjRfd4Yw324apxYKTBzOhvd4Py6a/IDh9RMxAOjMUJxrNk0w4HicF+mikC8hn8kZZ5GW30Y1rKJaqyIzlIWb4zxJ9vG1Op2DTg5lt4hKUMNCUDXiFTq5sBB8NH8AV6IKmm6AnJPvzBr3cvAzISp+yzisBJxjnx3DYyMHzTigzcBz8frCTVyqzZugjLMhL9XnMdmq4Zmxo0a4shFfe3QIf3izgplmgHK204FYaQcoeC7+2PFhRO0F1ODilZmqUUcfLWVxqNBRVyedXjpSrWaxPT8/v6rFtu1S7IXaNo222Wm3mBNCCNEb+BnGfCApRd3tWmZz7A9zGlrSPvzwwz0vUPQzh2BOSYdIxiybHcOaxpyGuYO3CBzMTKC4JHAfNBRuHMweQi2soR22TJ7F8TkcrbNqY4qdS7/88x6OFQ7iUv06Fv2ayUWCsJNLHM7vQyWcM4/B/GiquYhG2DaiFrqaMBepBxSnBBjO0OnER9Ntm9syryjlRrC4yHUFiPw2ZirTRrDSKoZGkF8NKgjaTQx7ReQp7g8bxjUyY3Ix5lYhim4JxbAIN98RoxSQN3lD3uH5rhvBijkQYMQbwYi3eWcb5nC3/BtoRU0zNiiKAsz4Uya/O5A5tKHwiO8vpbCMSrRgmhEoXGE+SPEKmxfyKHbyyGyIarhovs9mh80IYZJAL/MB5idxi20K8Wyht9timzkNhSw7few0FnZ71WUuhBAi3TB+oEsZD7vRmoScZqv7Iaxhsm5Jscpjjz2GQ4cO9XxN/RwDxFEgFKowNnn66ac3dIVLYz6T81ycKXsYrvl4cgsCiV7z+KEhHCjn8N5M3YzGOVjO4cF9RRSXxvrEYaNr92l+cKyAt3nMNWD1FrzdfaMFeFGE2YZvhCp+BFxrBp0G5YwVAEVoBQ6YJlXrbcxFgJ+h+7uHUj6HsaFOszH8AIt1H9du1dBys6j4LhAAb801MJrzcKSUxZnxAl6drOH8XAMThaxpSqZ45qNnxpD3pzHZCM2oH+75UJRyz3gBV+abqDZ9XFts4rEDZXzrwwdxeHhtYU43//n9GXzyjVsIwgilnIc/ulHB21M1fO8Th/HhkxvnRt/2xGH8/Bc/wJXZBkYKFO24WGz4Zo3f8UTHYaQWAL/7/gxqrQDHxwp46NCQEQPdTTmN2VcbGjLHiRMnVjQYs3ZDQT7fI+LiFbomJmX9g2woHpKzikj7LPe1MBa/m7TNtkEEC6K9HPsziOCDz5GFGronPPnkkzhw4EBi7O76xW6v23zIZErmsOsx88XD9lI3XN6M9KkEi2iFTZRPdOamD7m0vKZII4Nx7wDqURWtqGEKkAWniIJTwkx0DXnPQ0fMe/t58p8sIpecPOaDeRMUljwGILTQ7riusD8v42XheBHyFLGwmpsFQjeAHwao1qsAR+ZkWFb1kXWzGAIft4xWFKDoZs39zgZT8A/6yLJ4bDoP851gKFfEkJfFQlDDsfx+nC0fXrbb3gzzfhNX64souBkUvE6gXmLg5zdwvjqDfbljG97H6ZEC/txDB/Bv35vGTJ0W2sC+QhYfOz2GJ/aX8en3ZvBZvwTv2pw5fQzsHh8v4WsOs9MxOe9Pq2FdYfrxPsqCK5Mkq1CNW2xfvHhx2WrNBkXbtdjm+1FairtW2Zz2QEgIIURvxv4wp0lSUXerhV3ejm4kly9fNiIVdvHs9pq2Aud+0yGSm67MxzYrok1jcdey2+u2o3uwFLpRMD/XXjBOKHRN4THbnsN8sIiF4oIZxdoImygsCVr258aNOGW6RcfEJoq5IvbnxpB1PNxqTZqiLi2xF/26yRlMnBs5KLoF85ALfs24rbhOAW7kGuEIH7voeThYLOJGo4HICVEcyqLmt808+ZITImj5xmGl4TaxLzdqchojtPEyJjegQ0wjaOOCfwXOwaz5e9bruMRwHUWnbNbL53M4ezTm0rI5Fv0Fk+PlYz/HbIz5Hp1Wyt7GseUwxo2IpgmOMer8PuWRx7iz36jxi4eyaBXrmA86luAU/ox6E+Yxk04/C6MU2x85csQca1lsM4+xOc12LLbT5qxi85mkfG4JIYTYHfgZyFpf0pqJt5o/8HONOQF/ppdjf1ZbU69j8bhjP51guDG9mdcgrflMUq6vI0M5c1im6m28O980eymnRvKYa/j48s0KrlRamK2WEEw18NLwiHE14T7It94zhrMzdbw3T8dJ4N7RAh6dKOLzHyyg5QCVMDJNw60wQtl10IhghCNnx4v4/LUFtCKgmHWR420jB802cxoPE4UcKDtfpCCfv6M5F7fqvhGHhI0WB5TiRstDrdXGqeE8jg/n8dB4AfVWYMYb5XMeXp6u4+acj2rbQ93+DjnAsdEC9pdzeHe6hmcPD+PPPX1kVYHOWlSaPv7TezPmeRwf7eQXB8rAB/MN/Ma5aTx9bMScm/WgQOXHv/1h/Oivn8P5qSrq7dB87TuePIzv//BxfOH9W/jX70YILl8y5zXruXjmxAj+vy+eRDmX/L2Dfrn3r9ZgzFoI8xkK9N55553lBmN7bKfBOK05TZqRs8ouF3Wp/OIvD+dxJeUDaiudiHwe58+fN8dmbKaTVtyl4owBHNfMAG4rqrt+KohJmkYM7YQoCrEQzplxOrbQyKfejtowrX9wkCl6mA2nEJmxOaPLxeEhh5Z0HVs6M4IHDZRyDtwwb4QVEW2pKYSh8tfMX88YEUvRoXW0g7wXmQCHc+GpyA3hG+cVPg6Lr3k3iyATmOJvEPrwclSuAKFPaYuPan0R2WYW494wjo7vw6w3i0qwYEQxfLyM5xihC0cAZZ2sme/YjFoYyRRxqnRgS0IVMt+mm0yAMmcZxV7PopvBTLsBP6RKeOP7fO5gGU/tL+LcXNOcmwdGC8hlGPC18cVFlrmB44XOY1T9EF+eruJQMYtHxkp70l6uVxbbttDLjS52LW7HYjttql05qwghxN2N3eykaP3xxx83n3VJijU3mzvY58ACda/H/gwih+AmM8X3Z86cMcdWXoN+jza9W3KaalDHlfp11MOG+XfH/bEzdjPnUgQSoZ0PcKVxDScLx4yQhXCEEQ9LK/Tx1uJ1XGtWjDMKhSt0UxnOdNxDeH90WKyHARphBL/dQsVnBx6QczvXvB/62J/Lg74n8+0AYUSxvYOJbAEFryPeCCkwCwNMVqaRjzKIGhHKQ/uRHy3gmn/T5GIuczGX436aqPnMZwom1yhn+HxCjHnjRuSyVepR3eRL8deQzysKI+O2UsbGv398nhM4YJ5rGy3j0JJbEgEtBHPIDHkmh6OjjHGyRRvzwQz2e4cHPjIqqc4kq1lsU4Aft9jmeY6LVzZjsa18RgghRJowDnhhiCtXrphaHjc/kxZnbjanuXbtmhn7Q5EH92n6WV/s9R4NGx/obslYZKuO/TbnSOMYyCSJbLgn8tnri/jDm1VU23xtI7O/0mgHyHBMT85DJXTxn6/VUHPn8E2nx8z5ZqPrMwfK5rC8v9DElxcaWPQcnG9y5A8QONxWoZsKR+54cF263bug4Xwr48LhufBD4zDCtdTbEQ5mM6i1Q5RzLiohkHc9jLgOplvMfTo5zVwzQLVSxemig4+OAgf27cOnJ338wdVFM0qH2zz1yMVCCLy90MSBUrYjjGn4OFTO4U/cv29LQhXywUITc402jnY5sUyUspjiSKLFFk6MbSySf+zYCP7tn38Kr11fxFzNx+PHhjFeymGx6ePnvnITcy3gsaMl46ZCgcxnL8ya+/2uJ48g6QwqJ2DeZHOV7gZjjkfmeyJd4ePu+JtpME6jW2Q55e73Eqvs8tgfqr74ZxI/SDcKOjgzkEEEi7v9Gvuz1TVtBTqpvPbaa9ue29jP4mu/A5UkBUKcgV4Pq8YtxUWmUySLFk1AVHCHEAYhgkZo3FMq4QLK0dCqFs4sU9ZRQcbNwAnbaAS+UbCaWe1BC1k3YzoX22iaom87iIx4hHbX+WwBTccxzi71sG5ELSWvjFF3BJP+TWO1zQ5G2nf7Dp0vWH72MOGWkffzmJ6exoUbF5A7lkfOyaKQL4CtkOViHrki32Y7o4qyRgVbwKHsISOE2SodcQvvqzO+x0JBTo6F6y28j/C8PDSxsrj8fqWBWhhhxLm9ATCU9VDxA7wzX0+8WGU3C6NU6NJW01prxi22OV6MgZK12OaxlsV2GgMhPhchhBB3Z1HX5jS3bt0y/96Oq9hu5w5cO3MCfoY/9NBDff8c7mUXIs894wza3z711FPLItqtkNZORJKUdTNH+GBJqFJyC0YMUQvrmG9XMZIpGycVCvMpeKezylx7Hofyq7t5vlu5iRvNBRTdPLJOZ3xoywfmIh/7HaDgFdCMQuOowoyEzo5MDFpBgGbkIOtGaERN0wKwP1/EI0P7seA3MNmexLBXRjNqohk24FDdEoVwsy4OhfvQqjSNOKEx0kJ2nB4lOeSyOUStyFht8z4ctMz1knM8nC5NYKKwb1vny4OLFl87587XkjnfVmDux//i99OIagj9CA6r0EvXeDZiHtgyo4aKTvJzmn451a4HzxPjeh5sQlrNYpvrincpsvEqzU6RxDpkCiGEuLv3aNjQys+9pO7RrOd+H3eNf+KJJ5bH//WTXgrwOcKUzcT8PN6OY799zdImVknaWt+ba+D3ry2i6Lk4OZQ1+cTLt6pYbAV49kAZQzkPNS9EMe/h9akanjpYxpHynY4VM00fv/bBPJpRhAP5DKbp7O5y7waYbUcYyXo4WMricqUFdhXnIsAN6bPoIFvIwI2ARtPH1WrLCGSeGS/hG06N4mffmYbjhhjOZYzIfb4ZIGRujRBHxgv4lmMeapV5fObiVfxWbRjFbAbDpTzabgiv6KIe5lBBhFqTY0SBIc/Fd58Zx5nxrYvvKdChq0o7jBDXuXC/yXNd5DPuln6/nzi2cl/1tWuLuFlp4WCRp2hpjyafwXAhg98/P4tve+yQcVpJKva9YTf2aVZrMLbiFeYz3MveTINxGp1VhlO+R5OsauJdgLXItpuq/OXppztHv4q73JynUIW/0CyMDqow3YtiKp/Tu+++axTTnNtIV5vdWstukKR1m27csAaHo3WWBCgMTUxwCceM5rFVzIwZvOObLr/VxCotNExwQgeT4UwZ9aCJFufHc9xPJmd+JkDbiGDMjEUAxSWHEn7mZyhkCTwczB5EweNon4JZC3sXeb+0jh72htCO/KXRPsDR8nHkhwtoHT+M2dYMppszCBocjVJDEPjGWcVEdhHHChXgeg7cjIMCJcPb4ECuZFxVFv2mcVOJaAVORXIU4J7i2JbEKqtBZXMYAfOhi2la97HbM9sRwdT85LxPXVto4AsX53Cr0sKh4TxeOD1m/kxSF1+3xTaTXite4XvPahbbtgsgKc9hI/hZxoAv7apdIYQQ25/lTmwekMScZr3CbjwneOSRR3D06NGBrakX54rFiJdfftkUc1nUXW3TOG25QVqpBLUVQhXCM8oYuhW2TWcgYeSecTxUw9qq91MLWphqVYwAJe9lEUQZtKKWcZ1shD5aIeesh1j0OfqGwpWMGeHDDIBjeuphGxknhwO5MTOeaMgbMmL9CDOYbnfmwlM4YxwfI98IZ0a9IdwzdBrtMR9z/iIu1a4Y0X3YCszGQT0D1Jt1001ZMCNP80bgP9ls4p4iuy23fr7K3rBxV+EaeE6M0ws4w95Dyd2ZkIRZnil1cwPFC4xwhQIYNh/wnFknz92G66RTZ+B03ke9iNlux/0zKTnNahbbvCaYz1y9ehVvv/32qhbbSVn/ZmGe1q8RCUIIIZJLXHhv92jWE4Qk1f2eoks6RNqxP1txje+ngGYzMAdhLsaxHWfPnsU999yzLQGHjTvSmNMkac1vz9YRhMB4eWmfjw0q1Jc7jnFrpFiFlDMObjZD3Kq1VxWrvDvfMLc/VswgLGYxlGsZwQobktkAPJzNYLIZYKbVcWzh2NPhfGePpmkc8CPsc7NGoHJ6tIAzowVkHArxM7hWbWHCdXDfeNGIaKrtAIvtEN/xwD48eaCM67XDOFdcRHhpDqOZwDST1ptNTOWG4LrcN3JwjCOP6BgTAo1tCj5OjhVwcrSId+lGX851Rqk6wGS1hWePjeBAeWfC8zpHIYURZprAtctzaAchJko5lPMe6n5oRDFbNIPpCzOVJn7/nVu4NFnBWDmHF+8/iLOHhndVrNIN8xMK+KyIL95gTJEf9zZsgzGdV2yDcRobikspz2kkVtmloq6de9iLD/ZBFlL5PDg3kF1XW5kd2M81bQW+GTGAYzC6U4tvFXZ7A8t0tLJePq9L5cSOnOS2hwht4jrfu31b43SCtvk67bE7xc6OA8lQpogIRfhRy7i2sC5J+2feiqXAVtQwpUrenxGlOA4O5vZjPDuxfP+0ky65Q8ZKuvPYnnFi4UqKbsnMbZ8JJtmjh7bbRiGfhZt3MRINoVJZhMdEJww6XZSzc2YzIV/KY96dRT5f3PIHNufI31Maxx/OXcVkq770XB0cyQ/hTGn8znMbRbjVWsD1xryxFB/LlnCsMI5yZqVFnWUs52EhYH3aRWHp9+xGjUkb8MR4Mj7sXr22gH/5B5eNUMXj6x5F+M13p/DffPUpHMz2ZxbiTuGaKOjgcfz48TUttq07FYMkBlJJfC5x+BxI2lW7Qgghtl7U7S4+JDWnWSt3YDcNu/f4PRZ1Bym87EXn340bN/D666+buGKnFt9pzWmSFCcFUWDyCpuLYOnvzlK+0slrOvDfzEVWOIGEHM0ZGGdIOqmUvE7RlzkMx5fmMnl4QROH8iNohi1UHR/Dbg4Zl5kUcynXpEx8JArsj+aPGEGKZTQzjIKXN24vdIu0+RTdJA/k92OyNYtL9evmvim6YV40NjSEiVIZ04vTJreiQL5eraPeriOby2I+H+Da4hROjRza8mtRdspYQA6VcHFJPOIYocr+zKHlUT5xKGpZDBZQC6vmuZbdIQx5w6uO87G5ZLbkIXA6mV9ngKtvcjuKeXYbXg8tp4HAaS//7vluC5koi1xUTKx4ncVaFnB5rGWxzfoK127GUfl+4ty29up8dyGEEJuHn7PMW/g5ZQWWjGXWE4QkNaexY3/oiHbfffcNNH7gYzEv3C48/1z7zMwMnnnmmeX4Yqf5VZpIUj5DKu3QuIVYjNDeZa7YcQyxWAFLLnZbiimu17hHAyy0ArOlY36vABwZyuHwUA5TdR8Fz8HRYhYfVFqoBAHGMi6uLbaM6IT3x17ZdhjimcND+MbTK/c6nj5QMj832/QxmvNQ9BwstIDTI3mcHcnjk+dn8eZsA7MN34z8AXI4NT6E5sIiQiMM5+IDhJU5ZDMeMpk8vnQjxFcfLKKU25q4hG4nH3twP37s04v4/JV5c054ru6dKOLbHj646mv7zlQVn7syb0YEHR3J44WTo7h3YvX9lpNjRczWfMzWgVLeN493aYYNCw6+8cH9KGZ3P1e4PFXFP/7Uazh/q7KU9wL/4eWr+Mt//H68dF/HgTOJOU13gzFrQ3aPhuOVbYMxp4pwLzkNjk1RxOZ5OauIbRR1eXHbC5yB0E4+2AcZCMXH/jz//PMYGRkZ+Jp2YjFHNxgKVWgB9eyzz+5YGZfmwm5S1m0smR3aYtfgRp255UYSwjE9S12E5jfF6Yz5oWVzdmnueD2qohZVTHGYt6E7C2cddqQk9gPE3kFE5Qk8es5FLrIezaddUxhmUTfLGedeHoe8OwPjMW/CFJX5WKb7z3GNUGXc24+FcA7NqI4M2NHomiJop+AaGGtt/pp7GQ/l3BAyRc+IEFpBC3OVObz91nvmg4/BuHXW2OiDrxUGuFxfNB2Z40uWiCxo14MQM+0Gjngri2zvV2/hQn3KdHOyyDzTruJmcwFPjJzASPZOpT3V01HYMYNp8B9LUqEoZBfo7n8ot4IQP/+la5iutnHfvs68dD6389M18/X/5kMTiQyCNmuxTXtt8qUvfcmIVTay2N5tGAQRFXeFEOLuGvsTL+paGFenRaxCe2wKPeiu+OCDDw68W8bGKtvp1OHPsPOQrgZ0iLTjB3e6nqQW5jciKTkN3UoYn9OBkSNBCf80uQxzgmjJ8cPtyFZGMh2hL11XPmjcwILPnKYz9jQIObTUQSkmLm/SVSXgqCG6kYSoh8xkAhwplOA6beP6yJiYa9if3bdCqELovnKqcAxXGtdu5z9OBkdyB5F3cnizet6IXkpe0YjBK2ENs+0Kxt0yIuYzHovRWQzlywj8AK1WE5V2E2+dewfXWueXu9Css8ZGNMCmAd+cN/MSLuVrLY5K4miimAiF+deNFtddX2poAKoBx8jWcDB7eO38yYw1ZV7TeV+yV4rLJ7TLaQ2fO4UqXBSbIZabmxwfXtR5j016QXQ9i+2LFy+aPOH3fu/3NmWxvdtIrCKEEHfn2B8Sz2mSms+sFq/vxtifXu7RsPmNDpH5fN40DvDPna4lSbnBVkjSmo8P5cwoIOYVFK9TizKR9zDT8E2zLJYECTfrPg4NF43rCXlnto5Pf7CIqQb3OB3QUL5BUZjZj1iKabmZHoRgmH+lEaLuhHC8COwv5v3crLZNvkMN/tFyHh9bEjvE4dihuWaAL92q4oNq24hDuOZvPj2GL07W8JXJGsbyHs6M5NDwA8y1AjiVFkqU3Zt1uDg8XMCh8oiJW4NGC/OVGn73Dz6LAyNDy/kM9zw32l/g6/a752fN8zszVjR5hx9G8IMIr99YNGKUOBS0/JtXb6DaClHIOHhnuoYvX1vEx586gqeO3NkEynPB14GnpEbxj7nOO2lMzru9t7ybfOKzF/DejUXcd3gYGa8z6vjSVBX/6jPv45GjnT2qpO/T8DzSjYTHsWPHlkUfFNHxoBMvRwfF92h42ySc/2647rS73ye/zWEPF3VtIESFVhKJd0haoce+ffsGOvZntTVt9UOctz9//rw5OIeebzy9eENJkugjzdC5pB00zQxxL6I9MwMZFrHypjjJf2cKLvJOAeOZfea8c+Z7JZw3ARCFIsZG2YhbOlVJds0R9tB1rKAj8zVKVFiIZZcdXUpor80CprO0jtB039k+yA4slu7LHMBINGrEKCwo5p28Ec9w9BBnpPM2/OgtuAU0wgZCx0fo8FHZsZjtFK1dIF/ImQLwSHkYEy9OoB200aw28Nb7b6K52FpR6F3NtvFWs4a5dgMTuaIRn1hmWw1crC3gSOG2WKXqN3G5MWOcYIqZTtGY1+u8X8eF2hSeGD1xx/1fr7dM0GmOpa/xTFCpPNnsuEJtB+Mk4ndGOg1l7nwf3CwXp+v4YL5hAj57HwyeDw/ncXGW32smPghaDeuqwuI+7S8/8pGP3GGxzevBBkUUOW1mI2AQltlcVxKLzkIIIQZT1E264IGfUXbMHg8r9ODYH3bS7AbbFatYNxg+DxZ1e2XxmtacJkkFIoouJrIjxqGEvyfMZVpRGyWvgKybQT1qwPc6vz/7s+MYzYx0bM/r1zHjz6Pg5I0YhGIXzw1QDTrjOHNuBu3Qx7zfRDtykIkiMyKIkfps28e1Rg3HKVgBRwBxTGgBbpRD1W+hvBT/Wzgm9cHyWTOyiIIQri3n5nC5fsOsdcjrFN0KXmcUKtewGNSWuym5RuY8UcZBNQCayCJ39BjeqjbQ9tsYuXYN42+9hX2l0nJOw5h1tWu8GiyYJKPg3M53oij8/7P3H0CSpOl1IPhce+jUmaW7qrq6u7p7puUoNGYAjMBgAGJAgOSBXCMB8kDeEgeCNJJ2R6MZjccFDUu1uzzuGUDeHmE4noEgdkFCy8HowQiMnp6Z1qVV6siQrt3P3veHR0aKqsqqShHZE1+PT2ZFerj//rv6xPveQ5gF0sRQ1NZjmmbcEKAKY8H8nLNZgaws5bSC0iawPmM7jh8pUTYKJCRJ8x7nCgEhjB/vxzhGxWRjbMvqslPjGIQ9ZYBhR+JPsoZq67mjw2Y5xTbjGJ57gvIHKbb5HmHyP493c4rtg7YRWGVkIxvZyL4zjO9XFqhvV6MZ1nhmM4sJgR6MCVibeeGFFw6sue1+ajSDbDCnTp3Cww8/vCu+wGEGqwyTPTlZxMurHq60QmFfl3bcDDhZYVyR4UozwGpi4CHHwA88NIaCqeNWJ8TvXVoTaZrpgime90I3QidNcbUdYtpl3UTDShDDS9gErGHatVA0TGFgWQwizNg2Hp5w0QhT+GmKZ6cKWI0SuKYOe0Cmh8CQ95+s4bmZEua7ERxDw4mKI6COX3tjFUVTR7mnjXO65uLimi+AFcr9pGaGqqNjtmRJs7PtWtC0BCcmLISlU/i678Hw26i9toBxL8D4QIMxAQCbnxeX6z6+vdDG8aqDsrNeJ73VDPCZy2v4njMTcEw1dgJnfu/VZWGnOT2u7leJBZsBfveVJTw5U4K1SY6IjbkJwT0ZJX+0vsxQ0dJxvf5gbB8NL0KQpJgq2XJu7sfWOiG+fmUV01VXgCo0juf4RBGXFtv41rX6BsKGw2IcL5tyubCWTMIDxveMZ9hkTOAKlROGscG4M2JWGdmDJHXzz4cZtcuxvf7669Idw85DUk0f5EPmXh1HOqFkg2FRdbfZYB4EQXwn43XDbk8+YHKa3d3uQhom583WHNSMCXTTtrCpMGlX1CrCXhISDhJ5uHbjBqbmZkV2h+alZHRg96BKwgq8JHMQpwE0Ossa05LqGOUn2xl7wBOLIBgEigGF3WwEmlBPHr7I+VArvIjyhiSmUNsxiYx1VOw6pbfWp6+2NRuGriNEhGa9C9MyYRT4b7/XzqdgMJEWClTQMk1YjoHyRAmGZ6O52MatW7ekkJLrf+eOEV+E3STqOScbHRhL19GMgg2frUVdSW5XDBcRKe6kg9IQrfl61EGcJjAJdR6w1SBGmAFFJo8tNdc8MjqPrej+nlO3ugE+u9TEjW4o/z5ecvDd01XMFu4dbEFEtnSoatsVWdhZcDgTu7nlOrl3otimZFCeUB0ErxwEgJAB8rCiiUc2spGNbGR7o+V+u2f+sHYi5n4B353f/OY3xQemFOhBdpzcTzKViRHGNGRSIfh+N+OCvQKrsBPppZdeEp+WDQ970YU0LDENj+moQwkbG6thQwDuVaOMKXtcACSdpItb9VtI2YU4Ny3rdxIPzaQtIBACWmhkOZm0UzRjAuh1+EkEP8nQjBSA3NUJ8NBQMRXIoxUH6CSRJG67iYl2nGIlvAlLN3DMreF8ZWZD3MC4p2puBHdEqWL4CNJE4gxHN1AyiorKGjqi1Ra0uTJaiY+mF+JGx0SQaCIbCrRQMg24ponFsolkfAznHRd+oyHxDJlZN+t/89gJ+VdQ/8E5JAMmGxA2AuRz6R/FtBkryAlBMyKf5G8Bq/AgyFzC/Sj2y979Jo0Eibpm7vESlA67tCkAGdk2dAHUVIyxBwKtbNlP7+dhBavklgPxbkexzWcDAfo5xXYe0+yEaXQvLM+7jGxkIxvZyN7csj+MaXKpve3eN8MazwzWQwi6p3+9m0CP/aqLcF2CVylnuttsMHsFVslZLRmLDebodysHO2xNAxOuiR97eAJfmm/jQjMQloN3H68KOKQZJFjqRnjNv4H3nj2FuR6rykurHppRglPldTn7E2UbQStAzSLzJBAxtiFYGzFMiXsy2LqOc1UXrzV9dJIEVsx6TgrbzPBK08NrLQ/jtonvO1KT9QZt3DVlya0RJAhTNj9D4iH+LJk6Hp8o4EIrxFktRmQAN6HjYstHxfVRcEIUChl8HXjdA8qmhciw4Ts2JgoljEep+KwXLlyQ8z14/unjrnYjAegctTfG5RXHQDOI0QpiOL3mgatrAZa7EaaLlnyHkkkE4vDf8+1QZJBOjW08xuV2iGaQomAA1VKvCZl5Acogde9PpWOhFeDXvnoLX7vRFBaYk+MF/MWnZvHs8do9b4sAIV66mx9Bck2zlpGksA5xvSAnoeC5Z4zCmPahhx6Sd0Sz2ZRrI28wzmt4+XIQDcZhGMo77rCz34+YVQ4wqUsbZj1EGpMIPIZ3vvOdklw6aLuXlziLu0Qa82HCpDSL/cOAIL6TUQqENHhkKyAwiF1JeRdSLhnDZTtE505tGAvLtsauQ0fAHwI86Y2xQEV3zUTcTRBrhHwokIqiTd7oDKjvaAIoYWKS68aEWmgEObC/TgFhyIRCLXe99zNAV5KjTDrKthGhixYqGOt9tg5OSQc66US2CJqwqOToCS1TwBWCVtK1FNokrxE1BpUo7fNciwlrDCxhgEEhlZfe6dOnt4ATCF7i/ZeMVxBbCRLDhjGAuKWW44RT2DIfBHcsRx1EmdKKJChHJaDXmUk2m2gM9n9P4VohSm6IUPfxYkPDw6UxFM2d3UurQYTfvraCeZ9zr2wtjLHih/jxh2ZQs+/tFXR6ooDZii3ajifHVHcl78GFdqD+VjKw1D78id2dUGznXYoEE5Kdi9fHIF3hfrCdvBno5UY2spGNbGQPltQddgB+nsD9whe+gKNHj+LRRx89cEawQWaVuxnnnt07bBx4/PHHhSFyt223k6TcFsfLcdOv5b8Hu5DyeIbLg8RnwxbTMD6YsScxbU0IswcBFvkYbb2GtXgVjTTBq+0FNGLFbhJmIaatjcksAleqloazheN4sbGC5bCFICULR4YFz8OaHmCu6KJkuIjZ6ViYxk2vhTj1UDZtYVWkbNCl7ipszcAjlemNDTU95koyP0q8AA0rIe9zdf+SSWXMciQoGEcVfqsB66iGtTDFlbYtOvJyBfd06ClHyv2WDUqORliq1vC2xx6TbRGcwEQefVbmFbh/6U487gig3xyIKdQ1qEnsN2iMoSJyWqaRzBnHpWec2+2fSSTalO/1fxJYEyNKQuFcQbqEMWMcJV0BZ3ZiZPRsJKsC/me0x5E2s7rEfWOm8s/vxYzMRKyTFXRdvlY1WABGah16sArfBZuTtNtRbBP4nsc0jHl5zIOJXuZE9uM+HzGrjGxkIxvZm9d22kw87GCVnPV+cXERTz/9NKan1/27g7J7qYuwiZg1Gs49azS7xRCZW35Od7PGRtA1x8zrh+Ag1mwIXKB/mzPF5WDs+/Xbhi2eoU0XLPzg6XEBVAj4m1pABIg4Jk5VHXRei3Clm+CTa3W0oxQr3VBVOwaOhb8XdB1nijbeMl3AR26tYtFX7IftOEQrClG1HEy7No4WLPHf3zNdwcfmmwKAGLMVQ8tqGOMPb9QxZk8JG0tuBFo0wgSuoaFkGcLwwnhp3k/AcgmrPEVTw5ipY8o18ayT4WYM3PAzmKYP1wmQkLWyDxXXBLg/ZbvwkgRvBB6eOXZKWAJ5TW3Hft6xqjDSGO0gRmVgbO0wEcBKZYBtxdA1AXdcWPUExEK2Gs5rzTFQdc3+HA8av8OPlR6AMp8xoWVgIUjwy1++ifefm5T6yE6MUkL/8ycv4WvXm73amwKvXKt7+McfOIvHZ+8N5DBesnH+WBWff20ZYwMMLfNrHibLDh6ZK+NK8/DGM/mzZPO9zfdEHqvQBmt4V65cEdaog2gw7nRYM8UIrDKyrUldXqS3o5Q7LI7Q8vKyJBXpPBCoclCyP/fDrCL6aFeuSBGXKGMCAPbi5b/bid2cBi8HLNAZYlKd+6BTl2ulMZGTPxhzx+hetR13Ou4oixCmirHDES323QX8DJpQg23T5sbE3dSJCfia1/urAqVATzYm+HrHZOgGQo3U2b2/ScZS/Y2gkCSLeqAVR2iWFS10XrRQFNFcjx1/NlzZbitZQydr98Eq7KQjZZygyDmG3r4VowtQ0sowXQOwE9mPUFEPML0MJiX5n1KdZ69gRELtLeAEOshCN1ZfRex3cKXTQVEz4To2UsuAYZo4WahgNapjLV4TamyyzvBY/YS/GyoZnaZopTEm7PIWdhYaEcsFjYAdJp4TTJS6cE3V3WhqGr7dJPCkg3dPHUfBuPsz4Zv1Ni53AtkvvSBhRkkzdKIEX1tt43vnxu7pGnEtAz/+zBH8b5+/hjdWunAMXRDJ5ZKFt5waw81uBHsXuxv323KA492MyV92VnOhMVCiY8TnA58jfAflXax7SbHNBPNBdUCObGQjG9nIhiOpO8wAfI6HGsM0glROnNgqgXgQltPh3m2+6P+RTYWg1L1sHNjNmIY+CBlsmNB729veJrEkt80EL6+nzYmcHGybM0neq7+yk3ET4OClvoA06BMX9cKusmFsN5+5JOmgdbMINx0flq9AJGFKuZ8YWdrFrLveiEBGRAJWGlGE+aCLsmGjE8VoxhkiStuAeu9dzLgaLJ3MITpaSYCySYYWtV/XsMTvvu6v4UxpEqauw08DzAeLaCcdiUrI+FIzxgTokkq8RPkiXUDwi0EHs04RE0YFV2oa9IzSNCUJZyomZXwUcyW3G6dMOscompQJ0nDd6+JtUCwVTOQSmDAITqC/urZUhzaWoImWyB/Zjg3D0eHoBWiZgev+LbSSVl9qVdg3hQ1TnbeYMVmWijTrlvmXjiwL3agL0yQ4J0KQBj3ZHcWmuRQvIDRCTOwAaMLrp5WuSZyWW37VtdIGSmkVln5v3XPSPpFZIgdE6R9uj/Ei4yQCa6ArgOBhtZ2AbXi98/7nkhcCWATi9bGwsCC5nP2i2H4zUGaPbGQjG9nItu+Kz4H3O5GjGFbwPd+PV69eleM4SNmf+2W/J8CG8QGZ1sjavxc+Tn5+dyumYbxCoApjlGeffVaui1xClrFZXqO5fv26zMFgjWavwLZk67jaDASoMVeyMVfeW/aGzbI0NJHVzUpYXPCFLd7WNSwFio19KkpQ6UnwcL04yzDhGHip0UEnTjBhUbaU7Ie8xzKsxTHqjVBigcfHC1jwY4RJhiPF9drTjGPilhfh1YYnYBVu92tLXXzuVhN1P4FlaCJdVHa57V6dhT91oB6kaIUJ3nukDKOb4RsdDWOujmKZoBldGo4FyJ5pAgyJslQAKwXDwFoUYSHwUbXsDWDqM2fOSLzL62NldRWTWhOv3mhjsmCgUnAQwoKXaviBRyZFTukLt1pY8iLMFiw0o1TAIWXbgG1owjxyvRnjvGPiiMgsbbSxgoWJgolOEGHNj5ESuUI2dlMXQM5HXl/B12+18Pe/+5Q08N7Nvnh1DX92uYFuFAuDJutZSZJhpRPh1792C/+PHzh3T9cHr/G//K7TuLzUwWu3mlKz8aMEqWbgyTMzuLzqb2jYPmyWP9vu1ui0XYNxnvNgsw5rNowz8mtot9UzcmOcTTvsTcXDgUD4Dk3qDqMjxBuRNxITiER+ESk6LEAV2t0Su3xhkIWCDwRqiuUot70ay244QTmlHNGZOQ3e4DXB/fBBw4VJ9hzRmTtFZF7h33Kn6Hba4IPbu5spgEYTrbSJtNdlxy63qlFD2djfRE6ixSiNUYtd/Sfj0yyEohkeQc8UfRyhHiLDAxM+2VK4Lj2UAT4TAYlofCHz5clvUw5IOTPCmNJTM6cpgAnQTOpopms9SIsugBV20nFflmbJetx3nrYknV0BJZjkacsprZGfzx5wpk+wsi5XpKA6258bgpHm5uZkORH6+NrqLSx5HbSpV9rpoObFWAxb0KrsUCQi15Ak9pgDxL4GP2UiVO1SgDG3uW7PVF38mUZgUoZCGTAsMrJY4sDUbBtVy8BK6ONCu46jBeUIVa2idHBuZ680fYSktiOoJEnFoaYRnf1H15k8L+Bk5d6AVu96aBwTRQufuVgXRPIy587Q8fnFDj4fxzhhmXgsTgVV/WZhVrmbMRDiklNsE9yWdynmAe1govdBmJkGjfs57E7QyEY2spGNbKPlbCo7Bd4PKwA/797LjTI0w2R3iyPyBCnf288888yexmO7JW3KBAkZIplA/67v+i4pNPNaGrxGeB7yc8FETp7oJXCFcVzuq+yESXIn1yYlMReiJXSTbh8w7uouZu1pOPcIMHgQ47le0QNQ0HPaVAnsoiQJI6zFIUqJiaJhCaAmQYIj1jTmfV988DjTsBbpCHlPEhjPf4dkC0lwohDhereFeT+AqydCX12zLAGNUCaUwJMwS5ClKa5410V6yBGAiyaglXm/iW6SYdKqwEsDhFkkMJs00+HqJQHdJAUNtmEhTBWniORJe5FP3jiQ+/j8Nym97wpOyE6iGa+hHqwgTAJ4gQd/OUDCHNvsIjRbg22yy1KTxgnu2SUgjjI+vXiGsRkB+puNERvlW9MohWEbiISRkwARgl34N1ekhlpJA65ekO5NSs0yttvumorZvJGxY5THSn6bPHrMpLmhka5gUpvtxXw7M86ZnRVgZJFsI8wIpuLVkcGHj4nTNWTGcIH/9jqm4fuGyVsubNzh+2RzFyufLTmTJHMeu0WxzffFbnd4j2xkIxvZyA7OpFAex7LQdgJUGUbwPY+D70Dm/fnu47+HBaiykxiCfyP4lHnJJ598sg/2GOY6zWAD9COPPCKA2rw5PTeeAzYX5w3GOdiWTd/8HnP4eY2G5+1OTJI7HfPLy1184gp9Z5XfL1o6npop43tO1gRosV+2HCS4mhUwaWiY7IFKCoaGr696eKMV4pGKLbWHZT/BpGvi7LiL373eFgZGLwthGLH43jTTIAV8iE6QIYptfKPjocl71ktQtUyUTLN370JkhmgvLnfxuxfJdgjUbANBkuFPbzSRmAaqjoFxxxFwCCWBHEOTJte3TBbxclMXMMuso0slaJ3Vn03IvbgypRwpeRPVv63b+PaMy8lsxOX/fjLCf/nqDbx4s4HFTggz8/BoKcH8Uozfv+JCMwyUbBNfbYXwdQ2WbQjwROIZ1l8M5lsAP05R7AF9cnt8rozZsonASmEWi7jRiaSRmPHh8ZqLk+MuLtV9/P4rS/jgo1NSfzlVc1EeYHQZtK9ca2LNj2Q/QZzKwnPBJuff+uYCvu/hCbzn4XvLmTx6tIb/4S8+jY9/+xZevNbAN5d8nj58+lJD6jYzdoxHn/Yxt0nG6TAzq9zNGJ+wtpvLnBHcltdocvUM1tsHZXJ3A8DX7dVoDnPDA214UAjfgUndYXOEePN84xvfkMQhu/foEA2Tbt7dwD2DEjpEGu+1PthuOEGccyaieUxM6uZJkrvRrOeJ3LNnz8q1l2s/59rgg5JB2zEf3G3cQeajmTYkEeho6oXCbrJGUheAhqPv30sm1Ug7l8voKKOUD3UMyUaSZkq73NUKQudMcMs6k4lKJG4EgahEawCv3xbHtCf3s65rrqApTICSUYXzkLPK8HMmLbl3kAVFs+R7OehEkqiiia7QIfn2uLOc42V9TDkwJhH5IgJt7mZjtovvnX0IjTgQlHLFsNDs1HE9voE4iOE1POiE2DoGNCtDyQLCwJDuR572lMnpOBTnJqdoy+1MxcA7Z1MsJxraTMzKMcSiF9mKCcoxhYj71c4NXOc2ARQNG4+W5zDrbNU37MSKZpxOYiTakWoGOHPdOMFvX17D335iBtY9OtaPzpTx0GQR//OXbqDRCjFTsmBpQL0d47Wuho9cruNH7tHBOkzMKneyQXAbpcQGKbb5jLh48eKuUWxzuyOwyshGNrKRvTmTuvcT0wwLWIU66ASvM4HI7r2PfvSjQxNv3a0TcVBCJ0+Q7jWD2W6AVTjn7Jgkg8q5c+c2xEl5N+tmY6yWg7G5DtkNcvAK/RUmAgclg7aL7e4W06xEq2jHHWERIWuIYlnxsBQt45h9ZN/Y4RhrdLUYZrpeLOGPMauCKGxKFx+11cmoMmtPoWJW8Up0A14SYSVIRNLU0lRsoXg4gDAxsBwmWI3WEGcpukkkzIheEmPOLQhzS8Fg3GZgLW6gm3ooGmSVUfs3MwMraUNoqLlfLmrbmeyXcUYe39CKZi+ikfVJla0SujQCY5joZHxzdgc62ZyDmjUux0mQhsxJTcOl1hWsZmtIWjyOriT39bKGRMsEQGPrJOsmq6WK5wg62Wz8nDLuS76PyLFgGuzgVI0IjH9SdKGnBgKEuB5cVXGfpqOoFzFjzW5hEs3jSh5bDlRZ7xLMEGQBvKwrzJv3YtyeCTJhJgqownw9FBsms9eJw3MQ7Smz6TDHNHyn5Pc+bbNMbi7dsxsU24xpRswqIxvZyEb25rCcTeV+Co15PHM733U/je+9l156SZjvCVxnrp91mmGyO8kA5TUmngvK/vCdvdf2oHUazjkB9IxFBhug77RN7pOFZy5kys+ZJHNmfMakg4Xp+2GSXPUifOxyXYAZlOGhL98IYvzZrZbkw5+c3r8mwvku2351lM31+4Pgh9NlBwteJEwmZKJ/qGrje45V0I4yrAbkL0mQUAJTbkv61MpnZ/xTsBJ8c60N0yBIPRN2SbI2zroOyqYS6pl0VCPtF+bbErsc7bHKEC/DEsgbnRhV2xAmknHHECA9axDzXizSOevnUOuBz5m34Hlg4SaV5wVveX6nFceomhaOFe4OZB4vWPjp7zqF+XYo8j7TRQtxGOB/+sotZGkEN+4iCQh8MUG8DSV8XGqq9q4rLmtejIYfbwGrTFUdPHm6hq/d7Ehsk/SYUHRDk/15SSbH/gevr+CrvXkZc0380KOT+MDZiS3PsNUua0EQ9nsvolySRqIWZEkmQJf/+LlrUm+Zrd5bU/HJqRJ+8j1n8U9/7zWECz5OjhdQdAy0ugEuLPn4Xz9xGT//4UcP/Jl6v/HMg46b4DYC9fIGYzKt5OCVnJmJcUwe05Tvk8Ge8QzryodtnjfbCKyyS0ndnWi5D3Nil+hP0kwTFfjcc89JoM/jGeyGGwa73ZjosNGJo2NA6Z/9uDFzJ+h+nVg6LgSqkCbqiSeeuG8KKCbxcsRe/tDLE71MdueF6TzZs5OxemlXtkVq6f5+YMPPPPgpO/L2ERHZ69jbADqRjj4dFopwjII4GvzP1zrsTeu5POrlvx1biZLvYXdi3heoflAWiH16PFYuYRYIC8tmEIkwrGSpAFxythfuh86XGouBqMv7Wl0j3I/qBFTJzcFTQAeJYJeKNrbj64jrjVnr58AoGLBCCxW3AlQVy9Na6AmNtM1Nhqmwjxi6jpBMMGmyAagiSPB0De2shcfnyFIDUPzpQkvH9XYiHZIceyf24ZohmanhJ2pOgiTGi83rePuYjZq1kXZu3LZwrRPCT9S5kIS2IrdB2TDEkb3cDHBuh/qKg/bNpQ7eaEWI6aR3CKMBiqlgdPDl+TZ+4PS4IJS/E5hV7pViu9lsilNEim3KI7D4M9jJvFNZMSaJR2CVkY1sZCN78yV1d9p9eD800HtpjKkI3KYkHrv3CIIYtuaAOyVTeQ4I+OB7mhI6TFoc1FjuVWqJiZa3vvWtfYnC+xkDEzNcBrXBGc9cu3ZN4jz+bVAy6G7XaJRG6KRdOJrVl7+kT+7CgZcECLIQ7jYyMnthKhWqErODxmNwDQcPFWYxYRdgaxZaSYivN66iGfsI0xitmL4hJXfU8TLCcHUd3SRFJ84wZmWiekrACtdsxRGskEyJOh4qjsuxB2nYO/6NWvK2bqBNvpdePMs4iJcCwTFlwxVAixnQ348w6xq42iEYHbA0gmdIl71+LGRxebxaxSPlnbNwkunE0Xq+rw1kLlDMinCKDtIkQRAq1hFKrYZRDCPRVYKfmW2RLt0IVvE4d83LWIs66MYB6h2yXpJO3BYJU4nXSPGdMSIS4R3VPpBpaKRkNgGOWsc2XFsco7C4bNjXesJbYlCCVXB/RZh20lRNFL04Uc8MOXYGXAF8iRMPm+1FTLMdxXae6GUXM4tiOcU2nxEsDO10DKOYZmQjG9nI3lyyP/fTTEzL3xsHDVZhMy7rBczNsbGVxc5bt24NXTxzu/hvZWVFgCp8Z+c1pmGPaegLsAGaNRbO+U7zopttM5MkQUaDTJKMVwcbjPO60p3sUiNAI0jwUM3pX5c1x0QzSPDySndfwSqMRziCzWfdNTWcrTn40ZM1WWfCNfDp+Q6+vNxFM8yQaBFsi+BzBXpnVMT/p5cd6imChOfOkDjHp9SnrmPRD9AyUky7Nh6rucI+surHIqMzaJQe0hCjHaeYzllRDE1qESRdH7MNzJkpXB1ohoxxCoj0tgLQJBpsi9/OZCxsrC1bFt4zNStg/J0Y93ek4shCe9VPEOoWjk0UJWSJoxiLbQ9JEkHTNTiaqskYuiHSQJR3IlPOoH15qYPfudLAquVg8piJINWQLnexttxF0Vbg9qVOKNGJaeiwuiqOIWDmV74+jzHXwtuPVzdskyAShpMNXwHyCG6RvWpA2TGw3A7x5atr+KEn7z2ev7jcxUdeWULTj3GzHYhU7Liro2oDL95o4sqqJ03HbzZZ03s1YVctFmUZlMnNY5pLly7JPvNnxL00GL9Z4pkRWOUBLliCVO5V9mfYZIAGKdkef/xxuVGGZWw7cYQ4PlIosehKpHGevNgPu1/HdZBS7tFHHxVpn+22dT/bH3zokVUh136mo0jHlgl8kYkxTUFn364DiUm8bfee6/ntoxmZiSQW7pOcqK2XWoRQPBNUQqP+OLlASFfNpKGS+Nno8OUJSgG7aIo+Wq2jtsdjtuGiiIpympicFGeXx7z+gso7GjmmHKCifs/goiDfC9sRjMhEaiowW28AvS46jpL8MIqZxQEdBv3ewXI97fT1a4UBlQ7bdlDQSaNHynOADXlZQoo35bx0g668AHO6Mc5dO2uqLSQEKWnQTB1nKhbIMNiOeoUrUC+ex6m0HNU4GAzGuOGtomatPz9oJ4oOvr7a3th/2JuKsmWixeR3jzb8XuxmJ8Qvv7qCjjj16jMmy7uZASNNUYoUnd1hA6vsRhfi3Sx3erhsR7HN5ymfH4PMK7ejrCTF3H50R4xsZCMb2ciGN6k7LAB8BudMinL8g2yFwwKk2Wybx0SAChOkfK9y/HvNELl5LPeT2GXylYn0vGNyN5Mjm5kk88I0E705fS7HTEYXrrtdB5LwHApofGNCs++393zZ/TD6+dXMwqIWC6iEEprCJpMEIv8z41SFNYQdg6+3F+ClIWbtItLURyPkd3KfWRP6ZyZ4+U8mHG3DgMPkahIr6mqRF9JwvjKDUwXVEWpyDrKtxRdKdbq6iVbio6Ar2m4vjaT772hhDFkngtvS4B5x4SU+HqnquNjW0Yl0uIaJGdPGkYKDScfB8UIBx+6DrY+MMM0oFJkfxnBZft4MAwXXlcQu58W0TAGV8L7JY9WFpQWEZiIxDQs5r7RvYDVqw2YMl2RwNFsYZea9AKdLFjRe6/x+n0NGiL57XJxKBjcwp+D2mEVpFixybG4Bxsh5FfZNxfZyr4UtJbu7hi5ag59KrO2UySKa9ePWw2b7EdPwGUlwXA6QG6TYzmXFCGrLnyO3o9jOJVRHzCojG9nIRnZ4jc9y+oa7UaPZr/fY7Y6DAHBK321uxh3GeGYzOIS/kx2RC9ktWZfYT9DP/YJVWFNiwwDHS2bL3Tz3BL0MsirkTJKs01y4cEFiaH7OMdBf2S4GJOsFbfNc2oaGbrS/18Spso0iYiyHKY7byvcNkwytKMV3zZb6jCcXmwG+tNRFkbWFchE3AnrSSQ9szuZhFqV1YYvJeowmBJ2EnKOYrIMMXICzRRsfOjaOmm0KWwq31wgTYVHJjUzuJUM1Bq/4MSoW5VMzWe9c1ZExd80Mz1Q0fCsEFpq6xA2mFcA2MtRMGxP0K90CapaDM6WySKveizFWmfdCidcYZRCMEiUpDFOHZVsouGSAUXKmGZki0wSdkM8srpvgtQuXcGZuUnL1nNvfvLwmc1PUeZ4B1zLRrblS2zECskayPqfmPknJKqmYYfg7wS9//PryFrDKI9PFHkumaiTOx02jZJPEgfdxPa10Qvz933gJN5vBQOEnRTtg3S7DSTNBy98aRw277cd7YLsG41ar1W8wZu2YNZnBGs3tpOBy9vsRs8p3cFI3T0g8yEVwkJ1+d6NkG/YuRL7gmSDlOJnUJdJsPy1/YN1LYopJE1LAkRJuPzomB7Wf8/2z+5HF6bwDKU/iEPXLh6PqsnPQSTsbjk3QvshEz3s/Tct01OebmJqe7uuUK1AJgSrrSGcCVXI6N/7dIK0yP1vHcayzqgjcIhfi4b97dNiwUEKtz8ZCIElBKwrjCL0nJiT53RixdM+5cBEi6ANWCij0KaCFmSYsoFQqiKwSB2BpZGxxJKm5OXF+L0bGlw6a60lTneAPV41DEtEKWsNkdjfp0brpGgqaJUneSmKi0+j06cbmHp2GO84ErgbdUUfPI7V1DVOujnqoNDFdI5GfTLgzyS7HKVryMZYiisxvtE6cwtJzGk1Fd94jPkcnSlGyTBzpaVxyvhpxWzpdHd0WWvTNMkU0Oqf/+bUVrEU5ZCi/UHrXgW4qR3UT0vo7tQvxXim2hZVngGKbz6ucYjvvZM4Bbg+C2v33//7fy0L2JxrZpf7pP/2n+NCHPiT/5rPpH/7Df4hf+7Vfk2LYBz/4QfziL/7iho5tgix/+qd/Gp/4xCdkjD/5kz+Jf/Ev/sW+dW2MbGQjG9lhtt1K6g4DWIWAbL6vmGAkEHxzUmEYk7v5mAaT0mfOnJFlvxMM95PYpZ/AOIy+wX50TA4WpvPi8le+8hVJynz1q1+V+RyUDGJimIALStuEaYTCgN9NyRX64vYAg+R+2GTqoJOF6MQ5oF6Dq1t4uDQrQBVaK/bRjgOUdEeO6WihgGbs4XpXdcDRNw5TMp2QaYVa7Movp5UMC4Gwg5h4pDyFM6V1ScyaWcGSvgIv9eHqhLZowi7i6CaeqM7hpteS/dDKpoOzpRmMWyXUszqMSMNbymewENTRtjycLZENpSKSQhOO05P5vHcje8s3Gou42F0TVhYem60lcM0ORUvhGJaMhUGNSNPqZMjpFWwIakkzaIbZb8iwSi5WjxpIDTYxREgcHe1UMZb4CUExMYoaZV7XYwiJ7nrbpBwPZXfCNIA7wCLK+IrslHGqQE6D6BHFnpnC0dZBOmS2bCeMo1MUjSIcffvOXGkWQGP7yRHZIhVfHkY7iJhmM8U2nxE5eIUxAz8b7FIcTOYyphkEON6LjWKakY1sZCM7WMtrNLsh2ZC/u7it2zVt7ZXlEjQEMTz77LN9Zo7DEM/QCCwn4IO++dvf/vZ+HWKYYxquy9oIG4rf8pa39Fk593J8g0ySvM7oozAW5Bh4/jczSfKanCpYItlCZhGXVCE9kEE7TPH07P6wROZGsMgTehs3jAlcpzZNj7nxbNXB26fXfamLrVAAI7M9aZtjdhk3YzKLKNZ5xiIEr+gGEEQanN69Z4sWjyHg/mnXwg8fH8d0QdWhyNjy3GwJf3hpTWSQCFhhTLTYjXCuYuOJ6RK+suKhEZJRRcNbJwr44LGqjI/n+m01DW8dm8C3Vz2pVxwrmThTszDlMua4//t90Q/x+9dXcasbSuMAG4BjK8UbHTLVayhbOmxKupIBJkkRaRpiskvaJsZNHdMFDWYWSz6A99FldxrLYUmYTziHEgwRpGJoKJYdrLZCiWVYEZL6jUgp5TVKCFjl5aXulnGudWNpVCCTDesmQtop6BUgijOUHB2ne+wnnK+rjQBXGr6wvjw5U+5fe5vtP/zpFbyy0Jadb777yAiz2glwYnx/a7a7Ybw/9zue0QfquLms2GCDMa8Rxjx5PMPYJge4MfZ5M9RoRhWdB9Byf1CgykEmdnPZH0rHkFFlu5tvN/TL98oRylGvZILZLim9H5af+53SQtFhY8ckk6cEB90vpdyDGB8QfHBxzKRHH5QMIsU2TR52k2Mwxg34hi/0z7Q4SyRxV9D3l7aLDkxzuYViVkaqqXuFrCRcBiV+Nr8QBVii9ZKKfaUf9Usu3bNBWqgHgNksG1QzJmU9SiMliCRpWNRLGDcmYWjsgCQmWMkBbQagMIFZ0EsoYPc6TanN3sZaf59Mt3Jcjkn9QyKSFZ11haAN30Yj1jBhWfIZteeZoH1s/AiOnxjv042tYkHNLbEoOQhP10BfZ8yyMGbxVcGZVJTZG2a79ys1Dzfbkh9j2rGFem/JD8VpIoCGQF1Py/DuuZKgd1lEeKl9CWtRq8+fUzGKeLxyGkVjI2L0civA9Q413LfOjRq3oiE/hE2IB9a9MWgMyCkHx2UzxTaBbouLi/hX/+pfyTOMjgiLavdjLCj+y3/5L3Hu3Dm55v7Tf/pP+JEf+RF5RtIp+vt//+/j93//9/Hrv/7r4qT9nb/zd/BjP/Zj+OxnP9ufqx/6oR+SYPJzn/ucFCp+4id+Qsb/P/6P/+OuzsnIRjaykb3ZbDeTugfJyMj9MWAnu8adJGiGMbnLOWdMyXiGbIfbJaWHMbEriaurV8UnYOchE60HAa5hPMO4hn4I/QQy0zCeyVni+Hdh25goiLRMN/EEoJL0ZDmnjAn5934auwePhA6mq8eFUYXA7ym7jIJhb2SDGYgzhcZa02EIs2FP3pTIdMZDPVlU+vf0r3M6ZyYhjxY2SvEQMHHCPYobwQL8lGAZJoNNzDjTmLLGccyZQjsJZBslkwCUjU0ZlCo6VdzdBP7LzRW80loRim2yy3RiD8tJDDvWMWaHCLJEpJAKuoHZQhFF3ZVYizPEeMi2bBw5ehzGMVPupRv1RSyGVxEzDuh1Y1KyNeU8ZZwvW4450VKJa1UcuG7rTJkbnxVksuR6bGAIhLlTSb1KPCnngA0BKtZrxE3cDG4KIEqdIx0T5gTm7Lkt94mfdgWQsq1pKvI6nFCVg49p8mcEF8YcgxTbfE6w4/sP/uAPBOT07ne/W/52v2yRo5hmZCMb2cgOxsTvSZJ+M/FuxDR5nWe/Yxr6sQSBswn3hRde2LZeMKzxTC7dyVweJfjYTLzfQJ/N49mJMdfJBm4WYbdr4N4PYy2Oc8ZiMwE+HFNeo8mZJFmMro6N41TJxIVWgLJlCHCFskBzJQtv2UcJoNzmtBDvOlHEQmpJvn/KMXG64gjTS245Y8fg9SsAcWkEZnyhmNJVnUCQ6QMN0yoeOlKwBUgyaO+Yq4j80deWurjWCkXu53TNwYfPTGC2aOFt0yWsBjEKpo4JZz3Wy58Rj465suyWBUmK/3ZlGQteiKplyvFc6waI9QyGqaFNtvpA1SjKrgHdyzAzXRJeRzbjUpLnex+exDNPqoYM1ukuvLaEjicFGjDykXoOIw4CX4oWahMFAcWseLEca08pVix/BLI+tNmurvmYLtuYqzp4Y7mDOMlgG8zhpFjpxvjec5N46lhFmHz+v1+/hS9cb8KLVUPBbMnC33ruKM5PbbzeFlsBPnexjjDe1FDcH5BieyH7/WGzvZABetAG4ziO+w3GBJaQheXnf/7nJS/D3Mj91pqHKZ4ZgVXuI6kres67dLHm7CX7pYc4KPvDi+3o0aN3HduwGZ04Io0HtegPwgYZR+5mTKKz45OSP7zxDzp5kxsdYQJ+cp00PuToFC3NL6F5oYnSVBGliQJct4AxdwxlswJoOZxgf4+B4JRc8mc7o6gOQRs5AEV1vuXJXCPP+vXYSNbpnnMAC7dPAaAt+9UMTBgziPRQvivj0Ox1KkaNlNVbwV73q5N5N6OmuQKqGD1ZIwJI1DGbuokkVWA6oohnC2UkaYKVgKjbTHTpTxfGMeOU+s8csul04wZ8aqXrGtJYBWWqW1FDGIcUgJeEsEdQm8Yuv3XHU1hqNA1j1ta5I4XfUhDheMkRp23Zj9GNEgHBPD9Vwgd6lHQvt67ihkfnhkelo2jraGZtvNK+gmeqj2y4ZruxQgDfbn4FMZ1yfApdfJhsGByhu1FsE+j4V/7KX8FnPvMZfPKTn8THPvYxeae8973vlWWn3dU//MM/vOHfdK6I4v3CF74gTtIv/dIv4Vd/9Vdlm7Rf/uVfxvnz5+Xv73znO/GRj3wEL730Ej760Y/K2J5++mn883/+z/GP/tE/wj/7Z/9sX+UTRjaykY3ssCV1GeQ+qOzPdnEDY6X9MhYXmWDkMdyNYXEYk7s0vsc47lyL/qBsp2CVvOOTscLzzz8vAPdhsEGJQ4JXeB3mRelrr15FqEcoTBfhlF2U3RLK9iTqvgsvCoXhbzsmv70yghdmHAJJNoJJcqsYDgqGhW4SomK6kogkm6BrsEvPEPZBJZQToRnHsHVdQNqhsIWoeOBcaRyT1tbrqWpWUDKK6CSerFvUC8I809+3uf01uBc5CgJK3ujWZT54vATTs7uSOW524AWpIZKmmZYKnTYlSasm6a57cY5mo6SNib/P79D3nByfgLZ8DUZGcI+OOIp6uB5FL+63uii4RRg99sV+Klz+p/4jAGUzi6iKuZhg11HU2OXIkcb9xoGKPi6xYZCGuB5cF2YVsvpwD1xnOVqGo7uYsDbeL2x32Np/uNH2Jpp8czKr3CvFNp+5v/VbvyULn23ve9/78IEPfKAf0zAe2YmNYpqRjWxkIzv8DJEHVQvhcbBxlOBJynRT+vJ2x3EQjQF3M46V5+GLX/yiSBaRCeAgJSh2GtOw2EtwEIuuBKocNDtzPmbmMVnn4pKzxOXglcmVOjqxi2WjDNN28NRsFU/MFpHoAboJBPi9n1azdByv3L6Z+VjJhr7cFTCHY+jwU8p6kjrQwLjLmEbResx3Q+j8nf4/54H11zSTGsL7j4xvuZ7IWvKDp8fx9rkyljyCUjScKDsC4KERpHLM3D4fvBfX5mtND0t+hHHbkjoMZYhYVuEZtWxK9PB31m6AUtFGzbXQbPoCJiEbyvPHq3j7yTEBrvD7ZPozXAJCWnBM1jdYM2bNKlOysGGMycyDazvoRhq0oNcEwxqOSEYpJs6j1a1zMF5QYJqHJgqYKtm4XvdQ70agFsDzp2r4++89A9PQ8RsvLeIPX1uRwgrrN65j4VY7xH/48k38/HvPoDzAZN+mvFOaSsPE7YyMMF40XM+uwxjP0PismpqakoVGsB1BIWQz+fjHPy41cz7T8nhmp0okwxTPjMAqB5jUpeWFyf24AYjOY1KXx7IT1OiwJXZ5AxJkQ6Qpb7bd1EXfK7BKDg6i83nQ4JpB227MPB4iernQwczReiurK1ibb0A7AsSVQB6Mhm7A1UuwNXcLE8le2d3uOxuudL7lYJS8U22dhUUAvH0mFHoOPbYzSUK6GlUXI3kobgafiDSSRnTizhGKewVAY0eojKk370rSqMcSI0A6NXYeJ3d/tlzFQ4UCoiyEbvjIEGApuSmJ2Ko+DkfPX1q9sbJDUFDNRKQzuWuggxgNrwNDS1AsZGTkg2ko9G6SGTBg4Vhha8HiyfEiLrUDNMIYVctAybKxEsQoGjo+dHxMnMnFbhevNZaFzjCS/HMK3dMwVTKgax204g6q1vqzak5kg25/z/EvcyVTnLzDZsPoCG02Mq787M/+rCx0iHIdXTpF/+bf/Bt5X/7cz/0c/t7f+3s73ia/Q3QuKbj5biKtPwPe97///f11qHfL5PLnP/95cYT4kzSdg130pKEj5RwLac8888yuH/vIRjaykR1m28ukLo3vL/rq+2E3b96UZz1B4DvRFR+2mIadJkw+8h321FNPHThQdSeJXb6j2VnD7hjGYQfBELnTcXOMZA/lQsvlQJYXVvDJtTouaAESw4JlmpLc/POnpzBXOJgO0M1mElhenMKr7XmsRV0BSZAFhPI3E7Yrsj20KDXQiLoICOKwLdhmJBHBmOWiZJiYD1qYdsp92c5BEH7V3Hnn6J6B79MYYUoAuxofj5GAFYJzmMwNKWNKCVWdQJEMXhLDQRVVw8Fi2MDNoIEoWxOwyLQzhtOFo7INrh8k8brUD7s4kQmgxXZNxAjhdWOkopfKvHgi8SGvJTLflIwS3H5spIztEpbmIMg8mBnjSgVeYZME5V/dHutoPV7pSUwZwnTJqISsK2S+qcf1LWAVxmKdO0yvNCIc0nTdQTOr3M04tne84x2ysADEeIZU1n/2Z3+GX/iFX8Df+Bt/Q+KbP/mTP5H4Y6c2imlGNrKRjWzvLWdT2YsazX4y4DPnzqZW+qg7YVgctoZijp9MZTwXZAXJO/8P0ng93Ml3HZRfHQZwDe12+x9kiWPMmzPYLK+sYGGtjmveEj6zaEM3DbiGhbOVCTw1NtdnRzxoO1d18GjNxSsNXxggY6m4ZCibBmZcRz6jsRbQjkNYMBCnBjoxgTc6ztdKuNiKgEzHbMHcMk+URuJy0DFNM4ol5shrEJ2YsqK9WhN7piUW0aCLRI6G8ZqDv/r4NJa7EV5uBbjRjfGL317ChGvgfceqeG6mhLKpw9QYHykmGjGybepAyjqKB0RNJTla1k3VaMyuXU2HZWoo6To+eG7r8+Rdp8fxx68s40YjwBGen9ky5ltk1gR++rtPoWgb6IYxfuVrN1H3YugEygBYaYcYL9lYAvC1Wy28+9RYf5tHag4KlHoamN+81qYmHnAtA8d2kc1mv2zY4xkawfd//a//dVnIgk/WXjKesLGYNRuSPfzUT/2UxDeHJZ45nNHvmySpu1kPcS+LlJRu4AXLi4bIp53sa5gSu6THpmwRX9JMjh40UGUnYBVqeBEcRHANb9yDoJTbbGQbscoGasUyfHRgwpYE3J3QepNTE+hqLekii8MEYRACWggPHlqLXRTsEsamqzBtlbjj9ggO2W/j67+ICiIE4gKx143AFeUWKCOAJWXyUMnEizHhyMQtk5dcRBMdxTuyuNxrEj1C2Es4Wg8uHSZAGtX91+8W7HVSpnROekbAiZZxDkLUzBpWs1XRYlek1UQs+1hJFjGtHYGjuQJm4eZykA/XMnTgXGUCM7Y6n5VUw7faFxCbQZ+1JCMNd6zD9TNk9kaAzvlaQSjpvrzSwbyvKLTHbRPvP1rDeI+O77PXVxDZqSR2TUt9l0jg1W4Mx9IRZqqDMreZgiVdsCs+6bs3mtyKWYZ3n9x/bdTDqof4IMbiD7s/fuZnfkYWjp/PvJ0WsPhOouPD4iafj7/5m78psnTscCDqlh3Sg8b3F1mqaPy5We4h/3e+zshGNrKRjWx/krr71e3H7ZMSmXKgBHnkYIRhGNtOjPPP5CjBNuyaOnLkyFAkQO4GVmEcyTjsXuVX9zL5e7UV4kthCd+81sXDnimUz5WBLq9B41xzWXTHcDWuw05T2FkCPwzwykqA/3d9DX9h0oBWruIGHPhphrmCjSfHCyia+++XHXFrAkqZDxroxiFmXROrYQK7JzfKc/XGmoYrzbL4/6TRHrNTPDkTwNQTvN5dgdYFJu0Snq0dhWM8WFyWn0cyh3CxNAsF48HASq5hwtVNeEkkzI9kbCRQpQ++JzU4Y4I0g9OjFPeTWOSTLnfnJU4hIwtB+zf8JZEUfbh4AkXNku49AmFCLZWEPdlnOHcnSyclkaxnOlqdDm7ipmoCULgSRKmGgpch1uMN3V8cT02fQCNdQZgFsjLnnY0OZFWRc4IUgfQlsptx/f7oiTr1ZYEGjdJBdUn73nbmpTHksBmvz2Fki7wTSxeN1NWku6axGPSpT33qjizEgzaKaUY2spGNbH/eLwRIcKHtVUyzH2CVQdmfnYLAh6lGQ1Z2jp9zxdrBMABV7hbT8Jyy859s0Qcpv7phTFmKxaSF1VqGbzavYsapYcaubntd8/yT1ZJ50uvLV4CghVIKJFEML+zi634Xizdv4ZHSJMKKi5bOPLuOObeMOae0q/fKToAflAT64ZNVnK7beK0RwE90rCYRyhaBGL3m2yzGeKGJWZO1ig7SVEM7KGKxU8WrzVCWotnBCzMlvHP6wY4hbyhmvHGrEwkTCZthXfPB/NUxWzVH58wojF14l3KrBK0QhJ/jTRwdaEUJagULv32tiRudSBhqyAaz0I3w6xfqMm8zRQsVUxfGmWaoACMlSxcW+efmxvHY+WkEcYbjFRP/+Rs38LklVc+hMeIYszU8UdvK3n5uuoSfeucJ/MqXb+DKqidzMl608JeePoKnjynWz0++vChsK7apw7ZUDBknKeqdEDVdRzPc+GwkUOXZEzV85VqzD1gZvDoYC73jVA0WC0yHzA5DQ/HmGg3zYz/5kz8pC88vpZsJzD9M8cwIrHKHC5Igg71M6tLyh8ZeOUIcPy9MMnvcTfZnGB0h3lgXLlzApUuXBGTDMfFYhsHuBFYhIwm7D+lI0Ak6aEo59EAIBJ04Yyas1ECg+QgRwMkKcHB7SigF/GBHnwnTseA6TJpRWy+GMWsiCiN0kiZ0X4dukHbZgK0VUDBKAv5ItFjeVArEYj0QE4tK+Kmk33bbUUATdTxc10NbgCJE8Iq+uQAxmETsJXslxZkowApMWYefUGqH/xYt8tuMg2sS+HG745FAyoiwmi7K/rkWt1nWawKEIaiG+yaLiwVnQ2LzTsZj89FVDDI5XUx/ROv3qxoXmVE01LEox55rP3KmzMyS89NJmyjqFXhJR9ZJohS6oRGQK+dszKhiqqQATTf9VcCmFJKisOOlLzqLZoivXnwRZhtyzTNQ4U8GXu+ereLJsSJueqF0hT5UduD2nBTO0ddvBnj4hA7XThHH6rzYOmm+E0SxgZKx9dr80IkaXq4H0qnYOyH9+9DVgXcfP5xgFT5v6QB85VoDv//tRVxd9XByooAffnIGzwzhMRFlOwgcpBPH591OjQUvOj1MCP/X//pfxZliYnhkIxvZyEa2+0nd3dJyP6huPxYU+c6gT71TOtNhimnIcMnx8zxw/EwGHPSY7jY/HCsZIq9cuSIMkQTX3KvtxfX2+fm2JPMaUQFmPcLXG3V85lYbf/vxadEqv519cbkjXvBUURUEKqUixpIEy16Iz3ciXFxpwJemNPrBJj7umvgbj8wKHfKL9a6wA1L7/C3jRUxv0k+/VxPt7jRFwdj+npywS7LQHir6+NjiPJbDQIDoS10NFxqGJHpJkc3k6JIf489uOvjwaQhldJylWArbuNBdweOVjYmjQfMTgr8zuGQw2WYc4l/rwKXudSyHawJ8JwBk3KripHsUXhpjJWzJvI5bJYxbxR2dc27j4fI4vr62gEbkI6K0To8m25Lkuroe+f/8HHqGm0Edq1FTgC2kt2YH4ZjpSgxVj5oIswhHC5O44i1KK0aWpHB7QPg5dxzj1nqC7aY1j5Q02YzlpLCRSkPDSlbH5c9dQblY7sc0TMyZhokJfUZiZ7JXMi5mPJcfK2M9yrFKZDTIrkngBhIUNrG1qDkwpUEiQHfTX1ScW9B2NpfDZvmzhHkBAnhiLZRgzcxsFfPus5TwTuOZwWQ+ZQE+/OEP73gbo5hmZCMb2cj2/t2SA+9pfD/uZZ1mr3x0+ghkjGedhtKVXHZ6HMMQzwwyXJKVhMVISgANi90OrMIiLuOwXD72fuRXd/t6i9MEX25cxEK0hqhEX3sRV7xlnCxM4i2Vk7fd33LYlaVs2LDIaOGoLH8r9NGyEnw1WMVakAgTh9RodANnS2N419QJzAcd3PDb4kvPOEWcKFT7LIf3awSI02/dbjuU/3luqigL7QvLBr5ab2A58IX10LUasM0YBcMU8Ho3TlBy2zhm6NDTSTmXa2GCP11o41TZxtHi9k3FBKB4cSL7u9PxzAcZfu/bi7jVpiRRhjHHxPcer+ItkwW82giw6McomTrOj7mo3aYJYrOdqxQw61q43mXNg/ORCss9L8MwItNPDpThOFVc8+9fXsb1TihNwGGYYYznwzWx4MUS0/7VRybxmVst3CJoJGPtiRskm6aB7zlWwcM1df1eXvPwjQbZP7S+PgAZ8tfiDL/ypQv47sq3JY7JazT0d9/7yCSeO1HFt26p6+D8XFkkgXL76qVVYVRBr25GYyzsxzGiOMHxylZg3V9/x3H85y/eQDdabyrOb0PKNv3d7zuDw2g5s8rr8y38ty9fw7evNzBTdfChp47ifY/PDl2c1m63NxAlcHyMUQ5bPHPwFfQhlf2hE7TXSV2aku3Ym24/vozZ5U5n5n5kcw7aESJYiF18PA5StFKehmisYXDOaPl1MTieQb3Jc+fO4dSpU0Pz8Ao0TwAOJKqI4wS2ZUtykp8zeaQYO7aaAmVsBocouRm35MhCwIRcw0wsahmCrIOW1xB6bcM05FoiMIL7YVKOSbtI82U8wjiSOZK8uhOQhaCZUPP7zB+WbIuJP8IleA7yUSp9cB4btxkSMNMDq/RG3t9P/hLl34X1pMc7wn0oVpaNjpDMFzyEoJwO06kEx7giQbR57KZrILQJelH/5cfQSFdh6ZaMOSd4IYillNVgir75nS0Ht8Rgwl1JAPFTJk43nzkKHgmJ9gDjCk2BjwxJeIdZiJocJxHGMQyb88nuxgRFrbKBJeeqtyDfFmmlHrWKdM8hwdiZKZzIptBoNXBr/pbcAwwA8kTvI+PjQsueG7ffiJs4ORUgiSwYTgjNTJCkqpuSozCSyradm09Nl/BQxcaFBhPG60w5pPn+nklDnKHDaLyHPnvNw//vW6+iGySwTQ0vL7Tx2Yt1/N/edwbvf1RpEg6TI0Tt9/s1AnNIvUl77rnn8KUvfQn/7t/9O/z4j/+4PP8J+htE7rKTPpdS48/NQTH/nv9tZCMb2ci+043+KUEqe8kQuV9diDdu3JBOOFKN0r++1479g6bNZgcfYxq+n0iZyvHwXAxTTLM5scv3MONIgmx2Ih+7X9YIE/zGpTVEWYoK5SltG5ppSDLvd6+s4W+en972e/QXyfaXA6Zzs9gtZRi4SJ++qKOmZZIo7CYZGp0I//yrV1A0dWiGDpPrahq+tNzGXzg1idMVB19d6cjSiGIcKdh453QF56ru7cFjGfCphTq+Ue8IWGXStvCOqSoerxURZZlQRxcNQ5KtTLyuhZGwgoxpY/jicku669jQxmToRI8Sm564rTNJq+NqO8O5MUgnpaMbuOW38Gh5egsleD0M8NW1Fdzyu+JGzzoFPDM2iWlpStg4Zr+c4FawJPGLqzsit7MQrGAh6KAbpwKMoXEfx9xxnK8cFTDJ3exkoYKXm4tYjYIeq4oGQyOApwfI78VJBKf7IhvkCciHoHkeN5Pja7GPCbMgQBUvCTBjV3DFuymtCpmtIUCEkm7jeGG9ezZIfbTTtsR8lF1SOzKQpAkyF3j87U/Cb/loN1p45dVXEQaBgBfymIa+72CTgZ/4WI5X4SOApukI0xAGKbl78Q5jrklr+47jqj6G1Szss2Pmz+jIj1FxN3avHRbjc43HEVm+NK3kV0KsSTSPYlYZKsAK4xnmyR7k/TiKaUY2spGNbG/ZuvaaIXI/YhoeA2V/mOdi/ute2UhyiZu9kpy/m3FOyBDJuszTTz8tEuF8hw5LPHO7mCaPwwi6Zxx2v8xv+XZ3a+6v+itYDJqwNANpHKFUdBGlMa56K5h1xjDrbN+w2E0iYWQxtfX8Okfkmhaa0ilsYFK34CeRyOuEaYxvtpbx2tqSxEys5Ri6joudOi67DXz35HHxqV9ureC615LaxsliBecrk8JieDtbi0N8ZekaFgLKlgLHC2W8pTaNimmLfCd9e0qTcr7IjhikCR6vFtFJV7AUNXp1ihS2ZgnjIi1Oef40OFYHUTAufvWYbeBmN8LFVrgFrMJz8u1GG1+rN0SOh2yK56tlvH1qTH4ftE6S4ePzEdrIRD6IsVQ9SPCbF1fxsVsW1oTBRNUXPu0Y+NGHxnCuBwq5k9mULBor4Y0W2WNYhVHng5KmEdEpA/UnAm8YS7JmZSBTjboZsBqmsI1UYk6yvhRNDUeLFl5b84X5UfaTpXi05kj8mdtvvbIMP8lQsTY+F1tRijcwhr98fgaL9Qa8pRUhAmDTTx7PPHd0fANoizHWSytd3EgJMtLA3YYZ61W92pmuY8LW8cTM1tryyYkiPnh+Cr/9zUXZTn4Hco6/67iLs9MHr45xP8Zn2xsrEf7DH30ZS81A5IxevtXEZ19fwcX3tPF/+T5VzxgmAP7sJnaTwxjPjMAq+yz7s18JVF4Q7NjLX8b3Q1t0kJTZ1GxkgpSJISZI8yL3QQNo7uQIca6ILqZk0f04nntpfFUwOdTP/PWZN9TfmDraDFbhcQVZAD/zoRl84WYi1bL+olUvclEC1zIoCfV1Z8At6kjCBK21tmzLdmzYToQoiaC7dEkUCEYBZhRTiJupFxh/z4Es/HupVoSnd/q0y0ILrfkyboIx1qVrjHW5nyztKSLyc/UddbQc90bwjToS9engrG02Sicpimc1f9yPJ6CRDC4UUrh//DVb5oVa4+vddaYk7eIsgqXZ/ePjOLtooZKN3fWZw/PIrj45X5mBSEjeKPvDf+ccKz3nIAdxiEYiAS1pPxnK5KlykAwsJDcQZuq4ROZQxkASvhZKWYVK7bJXXU+FOnvDdaQpBK9mhFgzV5G5GSZmxnBGO42kmcq9TGYkBmVM7tIxqk5UUXfW5Np67GgCL5Y+SjSJ/tZTBJGG+dUiHj1xBL99YRWvr/lCzff0dBHvmC0LUKYUxsjCGDqR5BwSqfa6PsqTO++0HjbzwgS//lILQQQcH3P6z5dbzQD/8fPX8N1nxsU5GhYjkHA3Jdn4bKd8Gp+ffOZTY/Ev/IW/IH8j+IkdKHwf0Pjz53/+50WaIJeBoK48QY2kqRvZyEY2su9UG0zq5snM/Yhn9iJuyOma+azPk6L3O7aDiB9EruWNN3D58uUtDJd301Q/yMQuu2nIEMk4jA0Pw8AQmdsrdR+dKBFd706ormsy9zGp93LdRzdKUaSg94DR9+2mHqp2hhudBGVLwdNpZCWJUgWSnnJ0XOtE8DMNFlkG2aWX6iJPOZ3FMJmMNXSshDZ+++ICHhsv4Yt1T7bDZONrTQ9XOgF+9OQEnhgroh0leKXhoZskmHEtaGmGLwYari80ZH2Cq296AX7n2hJeahSw4Ifw4lQANdOOhWYcoxklWPWA+S5g8TgNQzoHmdhkgnXCJTOk5D2lg23Jy3C2xrggB/CrosZgiNONY3xs6SbqYYgCk9YArnhtAY38wOxxjFnriWBGZFExQ1G34Ojqc1vTJRm7GLRRMQqomG4PPBLjur+KcbuIo66Sx7mTfas5j1SLMecW0I59eAmlZimZY8DIkj5ltqFlaEbUgDcQpGTmAMpWgrIZCeCnkzLpzkR4gBe7VxFnMUiowkR+xSB7ZYqr3k08UXoYq7GPxbAuSdzyZjrqDAKKuRhf50FCn9EwfmQGR/RpdNfaEtOwKUUos3uJ3qymYTFbkX0y7qMJN2eWCrulYziYsiZg6QZa2VqP0ZOMKgWJBVlocFGQ+HK9sUKDFukwe8yWh834rK1OlpHouRzves6B8T3ZRe/E6noQ8QxlwnbTRjHNyEY2spEd3hrNXsQ09K3Zsc782QsvvLBBbvBexnVQ0hQ5Mwnnf5Dhcpjimc0xzSBTP3OElDMdJrvl18V/V564Mks3EdJXDRrbglWWuxGurEYIYqCZxajYVv/bBJwQIEKGkhgp2mksAAO25UaUP9XZKJzB9QIkaYrMtHA1jvDVRMNSFmIt8sVfpTv67eaygFDeO31K/P7l0MNiD5RytFBGYGj4fGsJXsa4xRCAxuvtNcz7XVQtR9Zno0DVsgU8vxr6AnY39K5UcMjomEjzbIqIzcMZpYHUdtTZI+NhAD0r9ID5lOvcep0RqPKxhWX5O9kqGRf82coaWnGMHzgyveF5cSXQsRpleGjcltiRNlvU8a01D0tRhkfHXInNOO5FL8bvXm3i//q4vaXRYbMt+RH+dL6Ngm5iyrZwoRkgktBLYz+EYojMh87GXDOQmLQgZAkaOoEhDCxslhizdBwpmvhPryzjEzdbEu/pWSZxDePUi80QX1vu4snJAi40fVwhmwtj1k3PRfbvriUZ/teXGwo0ZE7g3SdP4l1jQGNtTRqBCDzjfcyYplgbx69fC/HSiocWB11Wc8GaSxRnyNIMVhjhzz98BP/li9fw+Yt1uRZeeHgCP/jkHMaKFk5XTJS0DL7eL0XBSmOccA8GXLcbxsav//ZiHUutCKem1hkvl1sBfvXzV/CDTx3F8YndjSEexN4sNZrhyTwdsA2yqexXUncvULu8kHjB8MHDpOj90DUPjmu/E7ucf1JNk3J6O2aSu2mq77fljhkfCEzqcs7ul1JuP2x9JjfP4fq/8/mtx2toxA1J8FbcAsxeor/fgdYHgSgAiNr+OihEGFNsE2MTY0hjVTRhx1o3aMDOLKFeti0LlmULZVkiLkqESAs2MKGQ9GPu9LTsg2CUHGbCPSqwCtPNCuvJ5JcaF52cHiq294ngGdbdnj5QJD9+UhSTaSRnXtE3PR6ZXCRIRO2fHB4KL8u0G2V5TCh2mjwhZ9hkLtn4LNn8WMm3wfHy+PME5p2MrC78psgWiaqPAqsoeIk6JklOE2lNFHMfWJNKFyDHQwkn7mtQ9ii/QnK6b46VbC1MrOaCSUdKJcSpg9XARysKe75WhjHXhsVt9+Y+zkKsZEuYGz+Kc1PnZD2+4Jjk5XKhcRFaRYee6LANE81IQ9FNUS1ouN4Ewhg4Ui3ij642sNBNpAARp8Clho+rzQDPThZweaWLE46BSFNFhoKuYd7z8KVbGv5iwmO/vUNJ51PmZcgcpktrIVa7CaaryiGn8edE0cJCK8AbS108efT+mUx203idELV7v53W//gf/2N86EMfki556t3+6q/+Kj75yU/ij//4j6U49lM/9VP4B//gH0ghgM7Nz/7sz4rz8853vlO+//3f//3i8Py1v/bX8K//9b+W7o5/8k/+CX7mZ35mR3q/IxvZyEb2naDlvp8xzW7HDbnsDwNjJnUfxLc+CLAK/R4C7/mT767NTGTDBMAfjK9YjGfyil01pPceNl9JMXCsxzTrnj59XfV3+bz3k/Isy9EyvNTHwzXgYhO40k6E0YS02OzCG7cV7XQ7ShEkmeiJi6a5nB6VGwgtFzO1MqI4hh6EuNUNcKvjCeikZlvCOlJ2TKwECT690JTPf+faqoBN0BtvOQVaqYZqUUfRVPEUf17vePjSShOTlFvVdTTCGFc6nvxOuaHFbk8HnUzfhibbph56J86ghyoO8BNFLb0cJPjycoZzVRRoLyUAAQAASURBVB3QYxx1q1tYVS50mqhHoYBSGA3ELHpkGpYCH19ZXcJ3T81JN6KwY/RAGKphYd2ChAD4TLZNFhqyIjLxTCaThaB5V7BKJw6xELbh6qYksWPDkO49bpO5aM5a3iIRJgZWAhH2ERAOmVbqoYEwBcbtEJ3Ew5hWxGVvXgAzkvTXlBSqn4Uo6Q7qURsfX7mAFSbLmcxno4GR4HRZlzmlddMY3TgCsU5Fnb5khtW4gdCI8Jajj0iRg9cVn03U/l6oL6Kt+yIbxflhY0aqJwjSCBpBKLol3bKcIzYA5KlbBdgIUcqqSLUElm7DTHku1HObB5+ZbMoIhb1zvzp8d8uY12KjCW2wESSP4RlzU4b4zcKsMoppRjaykY1s9y0H3ucyDIe1RjNY4zh79ixOnz5938dyUGAVFh/JTELQ/WZmkoNme7ldTMNrh2NmznK7OGwYTOWlt5szBZgYXI/+7zcX2/jU5TWJE0q1DG7BQzcOMOEUBJxC37Zo2OLndlLWVAh0752rHLeu6yhWiwJAIVNCKw7x7bUFJBpQos9qU1rIgqsZWAk9XOysoRkF8pP+N+2bzSX4NRtJEmLSWS/gc5u3AkoU+QJSISDkmtcSpg0BrRhpr2kWAqChXE+YqNoPAeuE1bDyommKI76dNWGyaTYpybbINDJojPkoKUSrWSaihDUjdbDfarRwvlrCsWKhLwvUSdRs50CVftNCprG6IrEMAT/026dcE8t+jEvNEOfH75yDeHnNQydORcZH5V4iaaZlvcbUe2AVqd1kmColsEzFQEgAiGlkqBRSxKkpDJlJkuJszcHnFjoSDxUMDXHMMQJrbMgwNHzqVhMfubWGtSiB72iYmnYReTGirnpmSXzmmNBNdZwVy5Dx/f6VBlxzAu/vyY8xX5TXaH7jW9fxxZaFigHM2CbiAOhQntU00e14MtYzNRcffXUZr9xqoWCrutUrn72Kr1xZE5mfL7y+hCcmLKSMr0M2hxgI2k1862YHCw0fs3dgqeE1QoDNMDxDBm2tG+HCaoDxomrMyG2ibOPaioevXakPFVil8yap0XzHg1UOMqm728nKHOlK4wXzoGiq/U6i8hyQDYaI4+eff17QfQc9prsZr5WVlRVxPJnAor7X/VLK7aUJcASWAnNsuLyVc2RkJrysCz8lw0kinXmtuC3dXmWrIN1qQuesEZqhABVuVkSsRX2AyOA2N//bNA1ZmDCWRB5ftmmEru8h7rQFveuWXEH7GpYuoAphbCEUREtQHiv3tpsnqHPpn/zocvDI4F770NWeXM7geelzj/S3IJ9oCSXRYaOwhZ5YpTVzDpZeMrG/tQRNrMi8UKKH3WJMgBumYn1ZB/H0EnVMtMo2co4X9ffBMd3OCBrpn8S+A6sgKkSYSOKyh+Id7GQbdILpfNHRFPYczeufssF18u/krDsEoQgESEsx5RYQJgT3pRgv2AJkUp1zqjNVrrU0QiNZQ9lQQQFfTqT+mpyZxCvea0jTBHFC2Z8YVTpnXEfXUDZ1mI6OKGswk43j5VqfSpydtN9Y7sLJIJ2nVHhvRpE4mMrpNOH4CdphgrHC1vvwUof0gGtYDgMUDANPVGt4amxsg7N6kMarmAnvwcCERieVc2D2kunDpvF+vwHvT/zET+DWrVvi+Lz1rW8VJ+gDH/iA/P3f/tt/K89SonZZ6PvgBz+IX/zFX+x/n8H57/3e7+Gnf/qn++876in+3M/93K4d38hGNrKRHSY7yKTubid2r1+/jpdffllA6wRNPKhvvd/xAwvZBKowlnn22We3ZSYZJgB+LklEFjy+nznmycnJXdv2btrDNUc65wgs2QCgjVNJJtoGJWrqaCdkZFRwa3YPLncdfHk+RtPPBNix1IlQcxI8N13Ad81U8OuXV0ViKB8zT40CY6ikJkEsmq5LJ6zGxJ3f0zo3VC7B7/gqUW9YuBlH+A0/RDfLMGGb4sNFaYrrLUnBopBmIp/DBCSPgvI/9PXKjJc0DatEbYv8DYEaCoTC7jb67gSpUEI96FEsd0QxR3ntlp6iYidoRcA36wmemTRxpjix5RyI7E6aYjH0hWWFgHA5XmrJr67hxUYbR9wC3jo2BisC3miV8OWGISyHD1VSVJwUNz3Gihbmu4yNQgG5U+N9wmbi9+73GmM+zh/BHOo85cB7FR0pML+KK1Yjqx/98LTnR9ONDZQtXbr4GKdRGioHowuZTE8pNEhjNEMDXtIROnPXNOGlqZyDy+0IZ0oaWnGEriTMOe+MLVJUzQJc3RYwTD1qYsomHbkmBQ8uduDiqn9DJo4NGV5ENlKAJJSMk4qaJXKri9kiJuwJOAKAyXk+Y2HsZOzIBgMyb/ajUypTmarRYDtjM0E9WUUracg6rlbAuDmJgj4cyVL1rL3TfT988cyDyJyNYpqRjWxkI9s9oy/FeIK+1X7J/uwVAD+X/blTjeNeLI+HOD+DEut7ZZwD1jrYPf/kk09u2wx9kGwv2xmvFb7X2cTNd/sgU/+wGZlT6hFBCevxIKU1eQxTTgVv1D28uNjBsheJPOjVNR8VC3hoOgKcCKmufMdmTNmYAp6ozEg88WJjUfzYPHpWTbvr1QHug7I7bASJYspXJrBTwGR84gUIWx2RtklsEy+vLqCrKbYWsjvSvDRG2zHh9GQ6+TfWGPxUMdxLfccwEfHfPTYUAktYHaG0DGV+KAlUFokhFQ8L4z7B3j2+/lZkIk4IcO4KCOXR6hTODsjf0DrCQBkjTFJcDTyEUrNReXUCT37lyhWMU9akUsbz4+MoOAnmqh1YRQ9ILQRBQXjyXTuEa2VYJEIjU7UvV7Ok8sW4627m96hTJJ7uNcZuMMYjZLwxU5im8u45H+yvVbl+oOQmiDqsumR4o6FY74Uls1eHY0WGsaipZ7jU9VGyDIxZBlwNuBoFsIsmoihDFKSAa8EydKnjsYmhlmYCvlkNEnzqRhPfc6wif2d+gqy1U1NT+KVbV1ByQ6nxrIYJUg6KdRZdR8k14eoalmLgUsvDI1Ml2EThMMaKU7x4o4k/+tYCml4kcrUL7RBBpGKygplh2tWx2PC2Bau8utTBf31xAS/easG1dLz37AR+7C2zqDjDAVfgfPA8bK7R5KSloxrNL+5JjWY4zv4B2aDuIe2gQAa7kdwlYolO0HZI18OQ2CVqi8wkpKAiM8ntKPGGCayS06zTCaLjNkjtPYzGDibRjTYo/ZJL52iwYcNLu/Cydp81JMg8FGzSnSkpEppK2qYCwqARkKBnhmxTQQ3WwRaDrCUbARMq9QgjQ+YY0GxHaOiI0lQ01RECL0EWQxxKy7bUi7l3PTMVqV4J+sD2878NsMNsAKJs/WzQcmYWlRxVzq2duVsQziKj00svbgfqWAe0eAjQxcSRcWGM2bzfdRDMujCRklMiGOTuj2QFOgp74JpM2FvyPfD85IUP6qPf7lwo/hN+HvUZV5JMYbE1IwcCaTB0S5LPubySo1uImdHWUlSZrNdS1a0pDDL50ShwDrcZZsG2YBsmWUNKNHEq2PhJuvWeBFGapPC6IQLbwFS5jaUlB7btyL1Ph4wOVidJ0KZjTAdIeBNZZMkQagaWE2pGbg1mX2+18NHFBYRpCke6ViP86fISGlGE7+tRlB20HStmOF61ca0Z4WhN7ztFK50Qj8yUcW7IdB4JkLzfDoVf+qVfuuPfGTj9wi/8giy3MxYx/+AP/uC+9j+ykY1sZG8WG4ak7m5RZvMYKPtDSc0Hkf05qPiB54KSP5T+IYD9xIkTtz0XwxTTMB5mLMbxM7mQU3sPo80ULLz3WAV/fL2JbqpLMoxxQ9U28AMnKrgZLIjkj6WZ4nN+fdnH1xZc0f+mC8vEYKlH2cEk6JRl49FaAe+cLuGPbjRV16DoiyuACFckiwgZ/GicI4JaKqYBn/ebrcF2NFiZKX8jGIaylmtBjHE9hheTRdKCbpoSLYXQcKMTS4xAsMqUY0iikq5rDs6mr0o/PeeIzCV+ZMwpk8wKRJMwBpBsmQKqzJUTlCx1XQWpjqoxgQl7GwBDBrQJzEgVIIbGQ86h/dSZv+V7WLgV4EZTRyte9/VeXTNQsjJMFI3es4bxAeBoTCxT2hN4pHz366dsOMI84iURyrotMQxjB/5kJGJr/DfHRxYZ6rn3GAdVz6X8TlpspDqm7CLW4m4fkM+uTYmTGKJkKXyy0CSGANWF3pzJU91Fmnnwkgwrwv6pYlnGyIxjmGBvxF1MWArEEKSKUXLQuB/ZF1lcDEqirsdcAnoJCcyPYRZMNLtNjNk1uRakOUpYNWORV2Vcp1LXeTFBg27rwrq55dRlGeajm+ikLWjCaqnJ737k4Yh1fCgAK3wPeE2v31wyGKtLl29279IHwwq+p41impGNbGQjO9yyP3tRo1lbWxPgOgETd6px3Ivl87Ef8YPv+zJ+ng/GBrcDda7XC4YDgE+2EEr/kMWG7BHDxtQwaCcLU7gV1FEPOogNoB2TyZ0glipWWzY+dnlVWMQJzH6t0YVTXMP4VAKYPXB9piFJdMW8qKc4WaiKn3vDa+Ga31JshT3gM1kMCUrhacqbNSmXSdBEzXQE8NKONLRTDalmQU8zuFksYxMPlTGHpVhXxNvVAZ+ebORJjaNksGFV7Suv3wh4XeoJBJsn6lyosEXGRsBKylpCz3fW+0AW+reuNMXy+5VCgvcfK8HsxWK58ZgojboWxdB6UpzSQMs6CfeBDGtRhJebTdz014CpCGO9wo9m+nCtFtq+hSoIilejEAb7LEMrC2CZFo7vQJJztqB8e54rAatITKeaAIhjyQE7tpH2/6bGquI/nhPHyHDEVUz9y0GMqmXAj2N0I24zHzRgSu1EE1ZQ7rNkm5gppFjyY5iuTh6aXrM54BqMn4B6SPklDQVTFxlUNnyMb2KiZ8Mv5WUlBM40RIyHRMCA+0+hRwSg6Ih53gMfBpUFTBNOD7RyveFjpRtJLUPiNE2TOM0PMnhRsuXc0V5f7uB/+JML8r2ybWDNi/GrX5/HK0td/Nz3nxVAzUFbydLw9LEyPnelg4prCoM/rw8yxZBd5R1ndqe5ZxgA+L80RDUa8ztdy/0gk7q7kdzl+EnVfPPmTQFMkLlgN8e1H05Q3j1JOjw6FHc6F8PShUgHiJRynB8yAgw7UAW9l66R2GgGLRBfoCXU0yZNmYEgawsgwdTUI8G1Cusozj7jEJ0hPe9RlMQaqYmLWQUeWgJayaEf6lXaoyDrgRf4Nyp0Z6mGAB3RK2RSkhu2qR3Pl5lStRPAgt8NEUYBCqUeYIZoVEnuKUBEDvZQ39n+eHOpG2Xr180ga4raL1OTgvNVn22zzbtfdTkoR4FWcq34rZvKM84bwS4yph08hpyernlOFZ2PlQ4EQSBbx711XxvAPHQ6mWTtA1p6Q+yPdiMwh0AVfuIaNpKMyFvljCkXNF+LbmEKS9uarLZgCZI7p4lM0rwfVO13scNrxhLpH8vIEIZtrK01YVmmSEYl1KXn9wyl7KkNeHm8nOIkxVfn2/juk2P9fdJh/FKdjn6KMVM5ksTfeEmCV1pNPDVWw4R98NIxnIm/9Y45/D8/t4DrawpNzUObLjv4u9/zkDiYw2J8BvId+iCdiCMb2chGNrI3R1J3N7oQCZYgQySTubstqbkX2vObjeeBDJHNZhNvf/vbhTXsTrZfyea72dLSEl577TU5f+94xzt2vXljL+K2D52soOKE+NSVNgINOFWz8J4jRUwWAswHHkqGoqS+1Ezw6esa/JgAEPVdTvlaj52jaGb47EIH33+iivcdqaFqmfjfL60K40bV0lGzTaExluSrBqwGZCFJUTAN/OCxMXxioY4lP8SYo0ASqz5ws9MDIpAFULcxrScoxR7qqYaYWb9eTEPYfTfOsCCAfcVKks882VU8KMBKwdQw5mRY8XKgRiZUydwLuysrjkrQ0mfmpqumKzHIShD2AR63PTd5fNMDqtAGKZhvdYEGGwhkwEqSk/nWVmjKYFwrQdmOZW51AtilI1RHlN49scsE9CPlKXyjeQutOJBkOedMmgY0JjXVesw958exkSNTjTmfE5EHSrkNJQQr6/QOX7bLaG9AykgRjPeYVxKCfdabKxTDp+pu9XsgFVvfekyMRPLtrDc1KON4nKIDJ7MRpgRKxVK4ks5K24ZNCVXLhGZyC4PPpl5MRukphChuYsf0sg66WUfYJPXe8eQSrPV4BYXtwEn7bHyu+e0QVuaIvG9+fCrK538HH3PtJlhlZCMb2chG9uBGP32YajT366MPyv7shaTmftRpyB5PoAoZF5577rltGSIHx0M76JiG+2ddyfM8kbFgbWk3bS+uR9ewcMZ6CJ9buYJG1IAbGyiighn3CD41T/lI4GRV+UxGYRWGE/Vy9/mgMhgmm37J7hHhmreKJ6pH8b3TJ/H51Rsi3SOABsOCQ1mfyBdfNeS9JiCEDFN2AWeKY/jY/HV0QzIe0icGTDuCYSj/OgeRxGGMru/Ds/uZ+J4/nqElMj6qBkJZUBlzrybCvzNO0mFDIhxhjyGbuqrrqJjYQZtaNyALPEHtGmZcW2IwglqUeNDmc7Le/JtXMHIwiABPNEZblCci+ILN2WyQzWs0GRWRMFmIBETSjkx0I1OaeONEAT4Kdip1ibvZ+VoBp8oOLrV8FU8wbCJrCplhhAFTTZfU1PLgY6DGlH/OOMaSJgBN2FoIflmvyyjgCM81Y6T8euQ59GJVT3FtQySD8tib8Q9BImSlZKNFZmaoOmw62BjrS01MIytkJtKojGzkflZ0lWh2Y6yFKRyHcSyBLSG8VlNyB4xpyOjCxoXVgMoIvQodwTq9eh/P4R99ax7nj6/XaGi/9a1FLHdDnKiuS+z4USIsK1+61sR3PbRx/YN6L/3Vt89hwVvA5SXFgsShVlwLf/f7H8FEeXhimizLpKH4zRDTfMeBVYYpqfugqN1B2R8mdYvF3U1O5NqDubO428ZjZvckqVOfeeYZcYR2MqaDdoJI4cd5F/pf2971ed8rC9IAa3Edbb8Dr+Vjdm4GUeYj0AJ5MdlaD+nNOr5uSIcZk3WD90cfNY0MPtqyMPlnZjb/v9cBprrCLDoiGbsIBZMpiSkTNpbDJgI9RqlHxZe/yEjdRi1BcYYMHaWKAjqwI47nnHTVlEjpS3Uxj8frodextVETW+8DVhSoY90j4GeSUNQ2JgbznzmLyGZjKjlPRK4PfBDMobim+wnS25Ic9/jCNuXu6XTuxJhoLWZldNBUUkK9balErSnyOgMT0R/jeqdfNgAiYuLWRJj5Ayuvj5wvYqHkIzJZugzjPq2fgi3liVmF2M7T7DkzS83Y6lz4WdBnsBHYERPcvccLO0V5WbT8FA4zzBnlocZRLusIghBL3RBIPFy4vApoZaUDOTClBlGuAL612NkAViE9IBlUCrpCH+fm6jrW4ggLfjAUYBU+E585VsG//z9NixbkfDPAkaqL9z86iSN30Hc8KH132gisMrKRjWxkB2P0jQgcHIak7oPEM/Qzbty4IQlGJnSZXNztuIPbyyVf9zI2uJfuyTzOOijjvi9evCjL8ePHRbpoGKVMt7N6vIajtRa+f7aNsWoNTpEJuTWsRkxQrt8LX11MESV5o8NGz1xJ6GTotEP8zU9dkW6zk2Ub3ztXxcWWJ7TJlBaq2Qa+a7aMNIvls2nHxjOTJZwo2QjQwH+7qOFiXfnMlBdiFDHhAmshpW6AhdDA6WoZSUj9cvq3CvjNcdG8TMOMo8bMxCQTlJQ56saqC41JyxNlSAI3TLS+LFDBBB4d19BNNQHX5Le/gOZ7FNRjt6E9V5r2BtrssNwUkvC76AE1WqG01KkEap/ZREHMY4JvEh1eZKBoJ5JYlga4jOPZ2b12ujCOetjFG90V+Eycs5szY4zGZooErkHwv2pMUCPdaHlU6iUBSrqLtbQj662HWT1Qj2nJ/DGOMQ3em9R+p4yTSmQbWizxlcQlAqjvwWCk6zPCmFXBhLUVfMbEec6AoyAy68B/1bWaA08A13EwVhlDEicIBUiUoH5zDZXJEpyivSXO5uBSPZFmELJq5uanSm5K7xUC8u8xfvUzr98McJCWS9G5KMLKLMkFMJY0M0tyAds1hRxmGaCRjWxkIxvZ/RvfW/TRuaj32+GNaRiXkfGewPXdkP3Z75rIYGxAxn7GB3c7F/2i+QHWacgCQ6Z+jn9sbGzP3um7fV02ghgfvdTE9TUbSdPAiROzuOhFuLW6im6SYbak/MNMi1BwA3QjNvoONqPmA1PSPF9tXsOLrRtwNBPHC+N4qjaNq15LwB5BluB4oYxZu4zFwBPf/nixLECV+UYIr6OhXImg6z1mEvq2CX1yDbqZIdUy6K4B2ynCj1VMY5HtMU/G9+o0ZdMWOSBTN2BJTEaACGWE6M0z9i0Qri/xEj1nBfh2oGtFJJnf87/7VRclUUSWdZEM2midOBFgTEnP0OkxJHLseXgtTJUEs0ujtapSEISSadQ/VQB8g8elA2UrQRjriAVgkZd3MrTiWJoU7mSUTPqhY2P4L5dWcKlNkDZrJilsLUPJ1NANKeGjCyNKv5w0UBNSv2oSd5ZMA6crDr7OLoWBSlbWa2ZgnCjg/JQKBJowoghzCZseEsDX2TSsyfXDGpvExYx7Us5Hhu8+WpXxDhrX48K4kzUZxabfqyORzdNg/JkiDWNRPzDsAmZqFamtLza6SKMQ9YVr8HI5JPmeukJVo7COP7uwsmXevjnfFvb8DTUay0DiRXh9pTsUYBU+105MFvC//Y234SPfmseFxTbGSzbe9/gsHj1SxbBZu92+b/b7YbLvKLDKQWu572YnYi77c+zYMaGZ3ovk4iBCdre3z6QAk7o89hdeeGHH3ZMHzaySs8CQTo7Lpz71qaFgetmJdZK2JMZMdrulvrCoEFwQZPxdJSNzimlxGLT1l8a2wIs8KZqliDTSgFkoZOU+eKAZt9GM14RBhQnAqlHGuGUh0yM48rLPka9MTKokL1+6uYRLH0NK5yJKUHSLsk6SUK4mxdpSE816G3OnptULk0wbkrjLKdIymORyEUkfUiyrzi4COtQag/1vTDSqYMTOCtsm0ThXORhjI9Bl05zs8Hros9b00r75eO6WwCP4xtMIFEhFPifvviPducyaZohOOv2E3M/abLK/LENBKyEgeKSf2BxI6Au6ORFYcg5skeuHwRGTt0yiS4MoqeUIW1kH3PAYpswZlPWtL0kleUSHyZCkscgPibOlEuQELhds1aHp+2Ws+KQ7j0UAvlIu4QdOjeGlxSa0i41eAlsFVSKZoyZWCg6DloOg8gR8brmiOmWBhsFyndejFRc/8fbjGGbLwSpvBtTuyEY2spEdRtkfxjTDktQdTJ7eS7GUielvf/vb0sG3U+D6QWrPbzYeK2MDslwSZEOWyJ0e+0EC8HntkCGS73KyqQRBIOfgMFiURmglbdiaBS1RzISO7ggov5ME0qlHo1+94Km4orsJO5HHbvm5IqgkilK8VPdxpRXgw6fG8OGTBUlyzro6Iq2pQAKUp9GBmlFAM4zxJ1dDNAOOCYh6IJKyraic2bXWDhnbAPNdolioN65hzATGSkV0whh+FAtA5WxjCctOEQ3LRabrsE0TR4uO+Nv1SLE1Pj9j4uFyBY0wxdfqDVQdRQtuJKaAQ7ifoknfOpXk7aRj41xlex+N4A0Cz2uWjmWCaAaSofxJf1migYHOv83hjWo2YCJURyFLJZakD++zMSjbKl+znb3RXRZabgc62omN5YBdheqcWLqJqh3j0aqBZT2DJwB1FauoRGhPk15X607YNbSSLvTBcbKjUIMky8csDc04QzeJwEiQ88S7b8a24BgJQgJZpAMz70ZUifKyUcSjpdMbWFkGzdEsZCJ9Giqa7B7rp0q2K6kgaTQwSyqeMgHHtKV5YvrEHBrpSj8Gz6SLcZ0bfLuIUlhJe3Hc4LOG46ag7DDFM5wDglO47ICi9MBsBFYZ2chGNrKDe18wFhimZuL7BbmTPS1vat0t2Z/9jB8ItCFDZB4bVKs7K8QetAxQzgIzMzOD8+fPyzk4LDWa11c9LHRCnKxYmG+nqDgmSraBV1e6AgKfcFNhuoi1UEAkwqjR++56iyxt/Z4h2Jxse691FlA1CvjuydOSa6ffP7+W4kuXmlj1dWEAyaY0nDyp4aq3hnI5gGmoygR9a5nClAyCGiyT3PbcbqxkbUAAcoYptySdp14UioSoHSYYX13BykQZqxaBLzoqhg2WaQgmb0YhLN3CcfcIjhUcAdJc6XgoW65IB7mGiU5MwVRNQCadOEKUpXiiPA7X2OrjEngvn2cZwoit071IYcCHzutMuQ3KdebGPxPkUrQStENd2C4J7CAD5iAr/+2MTQO/cWUNC16CMctA6gYwjEhA/JyvYqyj2bExbhnwRGFgI6M9b+coUTHjuZojoBWRB+pVh/I6EWMaI9MEvLMaxjJOrptR9ocxSS+MUMAWxTDJ2JTbtXUN7ztRxQdObgO+Zx1G1zFVMBHEKZbIwtKbO84t41DTNJASNKQDQRDj9bZinixaLv67F06hbGv43197GZpG0Iu6frTe/snKUyAryyYrOwZWuxtjRrl3M253OGo0fDcxpiGDyl9+5ykMu3XeJAD87wiwyrBoue8GapfrMSF669YtvOUtb8Hs7OyejWuv6NxyoA1Ruo888sg9AWEOKrHLfZIFZmFhYUMyfRiYXnZqTKKtM1/kmoBEtlJLTkM368rnAvAwKL2z/t3tAQ8DEiwCoojgoQ07c9GOPCzHdaFHJoiCgJXleFUQrLbFpG6GUPTWc6YUhXBVoNwcgNHHnMDvBii6JSWtY5KMOsWxuWOYHU/Q9tpoNdtYWarDbwVCuz41O4lKtYKCXegzpdhw0NFaIiGUU12vH51yQghUISPMdiYySbAQItjZhPMlewfZlr4D3QcEbZTnuZ356CqZIRiCsN78FW7ONAx0Ix8mgToDoBi1H/WFMWMSlubAT+YF1aK04jVEgso1+utSdojzza44bsuLI4Sx0rak06kIABWrC7sTBahizKFobP+CpEY8WXxYVEgSE1dWYlgGMFVRh0LUNnUYL85reNf0FL738SqutkJx0h8bL+Bo2cZCOxDEbZftpQSs0NFWPg30LIG2eAkvvVSXToaJiQnpZjxTKuHbjSYsTTH40PGiLie7Tk8MCTvSXrFY7YXl9HKHZbwjG9nIRvZmsGFkiByMZwYLlTuR/WEXHAHruy37s9n2wl9nXMnYYHl5Gc8++ywmJ+9Ns/igZIDyeec7nPNO7XEew2FJ7EZMlGbsslPXSz5sgvBNPZIOvHq0Jn5twXSw6hsS6/QB2QOHKT6xMDX2ukI5P3GG/+NiHTc6EZ6bKaBo1xEjkOQqYwUv9QQw8/GrNq60Mjj0W0V7nXE6GVCAAuV5LOVbN0MyrmSoWhqcLIVLym5NQ9Wx5Lokj+Q7zr8VN9YamG+1kXgduI0WjhUduGPjiEoVjFcqOFUu9vW+J9wMX1xpYCWIFIuKMGuocTDGOlUq4L2zkwJe2c7Olqp4rd3EcsQOxu3jO/rJBStBJ6R2+9Zt2Oa6jI5iYlRSS8wtuubd8xpBEuNiZ1nJ98DEvNfTSe+dIHYgrvoWFq0AFctEGJABpRcfkmmFbIw6MOO4eKryCK77ixKHkOpbYCwij8rnkibgmVm3jFP6NC506sKWwthhxjZlrjox9eFbkuBnbGxplgDqK2YJz1UflwT6dkYgy5KuIkTHMEWOldcmv6uOixrxBsbsMUxpMxJDEiJDUIlI4UjM1mMh7TcNrCdqO80OLr1xDRPjExLTMMYt6RWsasvyHTKVqKaPRI63YtaG4n2QN4YdFhvJAI1sZCMb2f5azuCeA+/77NlDYoxjCOTeiXH8ly9fxhtvvIFz587h1KlTe3osexHT5EAbAlTy2GCnJj7oAdRFOO+XLl3ChQsXhAXmxIkT/fEclhrNSjcS3175gMr4e8U2ESQp3qj70thJSZ6Hj2XQeojsPny7z6rYAz3Ln9cbjhuxhz9deQOPlWcQ+QV85I22Yp9xTWHK+ML1JhphCFQXBWTghaqEQZyV+PhGjDQy4egm/JQxh2qwtQhQj2JoBU185LLtII01nK5N4eiRMm6srWKt24bWbqPgR5iqVqGP1eBUSpgpVzFuqxjuqDuBVnQNKyGZ3hnDEBqj/iNziGsaeLw8jqfHtm9mcQwdj9fK+MJyvc/SwphvvYlWmRfrKDsqVuo3TffmLyGrY8rjWGdmVPGAhjQxsBokmHLvfD+8uNrFtU6IaceEp7WgGQrIIfUJA7DIFIkQi3UD5bKGVM6j0geQZyFnNTGULO3xKv6XbyyiahtoBok0XSTCkMK4QjVIvGe8hFDP8EZTzRsDqGqmwdE0tFiz6TUdFHQNRUdJ0/7o6TFp/N3OyBxzbtzF1xY6mCtauDHflJjYKjDO0OVcUP3Ab/t455Ex/KV3PopvXG/K/D11vIonj1bxuy/Oo1a0sNImkz7nk/GJAtfzmnrIaggYLq/RFAoFvPfsJP7jF6+jEyYCTuGYlzqhgFjedZux7rftNK81TDJA5RFYZfhtmJO6ue30xZ6zkXD9vZD92W5ctN160XM7r776qlB9P/nkk5ibm7vnbRyE40HNwxydy3nnQ3VwPIclucskLpN1g5e/BAa91yQTsdKHmCawsnUd7DvZZhwvGUd8dKA7GcaMEsI4lmQkk4eOUYBhKW1Ce5uHPdGhPLPiZORNZT1uNLfo9EjbcsdMF1pkFFKUCwWUUcTskRmEjQQry6u4ceWmUC/yXPFFyIV0gCWzIqwkMUEePQCKpDQzU6R1bicBpI5Rgwt2xaUIN2iLb12v7yNuoqTJ0aWD88e1e/13OzIBjfR56baHt3C+iYyVTjYB56zfM1qmo6aNwUzLaEUeV4ZJlhOulSnatnx0lmajoo/15I8SrGVN3AyuCQiJ11MQMcmaiiOiEsQOasYEivrtkZxMAh91ZnHFvw7DSFAtKOelEwAvXTdxo65hvpmi6xv4m49XcWaiiCcmNz7rHpkoYrbYxPUkFeSvHFcvUf/MVAk/+NbjaKzV5VlDcB+vg9nxcSwYBlaTGCKN2essfd/MrIBXhgVUeViSu+y44Dto2N6nIxvZyEb2ZrRhT+rS8kA+70DZCRsJmUjISLLXx7LbSVS+AxkbMJl7v0Abjul+KMYfxG7evClMNpvn/TDFM2SpoC9J4PbgZSPsf+LPJvBT1ZX3yESImx13W6CKWM4cIi116M8FmVY+s9DGF5baGHcyvPe4iccmUrgEPsQ2fvNyiK8txdL12IkHfP+epCWZmy0jEpYQpZnO+5ek14CRAib91zSTRPRcwcLv3FiWf2ewRP7yuWPHcUqPUa/X0b58AdeiCM1aDbXxcUxNTODd02MYs0z88fySsKgQpOIaOhxTwzMTFbxnevKO9xSlL797chZ/NH8DXWrMS4cfJXDWIxKOe6aY4Faiw08UC2ZvhuCY3Cfh//TrlR/PDkR2aU6ZWV+r/k7WjD0BFhUNC1faCqgiMVG/ZVSN55Zv4JlxxkpF1CPq3KuB8JjPlGw8P3YWRcMRAJDIzuqWAJrUkWQybo5v1pnEycIczpdn5JiXonl4GeVsM1RMVxLwa1GnF5tpmHOncK544rZAFVrVrKJqVNGIm5IoZnKc/xVMF9POGEzdhG1YAkzRKW2KrbkbO3MkxlKxGk+Eis3TJMNUcQbO8ZJIdJHZlc9/AlaqcxWgliDWQ2mb5LkmiGXcmMAw2GFK7OY5NnZkj2xkIxvZyPa/RjOsMc1O4oacjYRA8Le97W2Sc95r2834gefi6tWreO211/Dwww+LHOv9nIv9rtOwYYDzThnWt7/97eIbDY7lsMQ0VcfosX7ksinKCCSZKli43gqVLGgITHUMTFQIV1C+8ub220Hgivi+vTW8JMSLzZvCAOmOObCjKjxfMaYfnUjRdG7CZhOABRCjpFhG1LaIeQ+zBI2IdRzl7wfsF9VSJKYu8kLCqpgkwmK4FEZ4o7Oo5r/goFat4OniGLJWW3zZW5euYNmyMD4xjtrYOKYnJ/GBmRP4Qn0BLzfXJBYwyISfsX5k471TRzBXuHPd8x1TY+jEMT63XO/XjOgbk4lGcRFCjrUVuKjZnhxDXq/hMDvxOqtilBEko2aRbIs67A1AotvZ1U6vvkSQjEGwhprH/Cwx1ijYlPbU8VChhHoWoh1RQlWdeyMz8N7Zcfy5k2NYagdSlRJJWD0VcIomgBZWdiBsKu85WpUm3laU4ErDx3/4yi200gROwcSspeFmkIEiQrZpYMI18d5jVXzfsTtLw3z44UlcbgRY9CI4riXsolqaIWq2kNY76Hoh/E6Ad3zgYbz1eE2WQXv6RA1np0rwKKMbsGqlJFVJCHl+uoC/+aGnEXWbWFpaEmAfcyjnauN4fs7BNxZDrPkKcFV1Tfyttx/H8dreNTG9WRuKgyCQZ+MIrDLkxhc4tes++clP4j3vec+e0bDtB7MKmVTIRkK06L2ykdyv5cCe3XA6CPggNRuP813vetd9S0fkx71feszsNOS4yWBDSrnNiZfD5AiVjBL81ENCCRu+7LJU2FbIpMLkWiEr9mjIMojqCingSDO3g2negMkg00WmwTVNOKYJl3ropIfWFTDkTjzAmx0BYX5h6tYx+9Rn7F5Tcjd8+SkmD3HIqG1es3Gmeka+G8URWkEDmZkgSUNcXriAyEswc2oKlmEIzba8+CkXpCfwtS6sTNEy3w60QneliIokFTdL9uRSOfy7hw46YQu6s36fcl90jNQsUNpGOTDUHaTzpPZ79/s6B6psf1euCx8SPMJ5r+kTCOCL3A73YWZFfO5KB1+9eQ3dKMZ7z6eYq7EL0pJ1pLuU51AzMK0f6dNe87sT5jg6to/FcBleqjoNzNSQBPC0OSFglZ3clxPWuIBdlqIVrGhreHUhwreva7i2yk5JhYZ+z0NVnB5fB4YN2umaA8+LEETrWpaipRiH+InHj2FqcgxTkyphy0CYnQJ0js8sL6NIsEqphPFSCeerVczuYSf3vVj+HDksyd1RF+LIRjayke2vljv1wwnEJbPisCV1B330O8U0PA7GMyzC3w8byYOMbbeSqHlMdvLkSemgvN+YjN+jj7IfxmPPmTmffvppTE9PH9p4hvI/Rb2AVtxGpisZTTJZkJra1Ck5kmLGmECUJXhuikV/HR+/nqKjmtxub5sB5rxeU2DBA37/aoTPLGSo2hkWOzraEcEb+crrQJX835EAkHuMkUzuGqkAYLheh4CKOEXR1HG2UsDVTldAHpO2Irxtxwm+uNbBiRMzOD83J+fl1ZU6PrOwivlVD9riFZxIfLjFIjLDxMmCLTrl9PmZtPzKSlOipSOug9NlV2KM7exUsYzvnZrDR5duoagbKBhq/90kQSOO8HilhodKBXxq/gZutnXUY0sSuGSSKZlkyFQxR9VOUDUVZTgT7o0YqBh3b6ihbFAuJZrLNG14rPVCGurHB1kL7546gdUQWAhaAv55qFjByeIYUp3tFl1UHRe3Ql0YOTlnIcnABfihYdqewDFXNclwPqq6C8c4iuvBdWHK4b7YVVizpjBpTqFoFFEwnLseA+PUhwonsRKtYjUiA0+IolnAmFMR0Ex+GFZ6+23ZcCVOy6+iLAdMtWOUxisozVWkwSfvluOzc3VpFY1La7BrFkqVEipOFWPVSej2cMQQhwl8/2aizB7ZyEY2smG3HHj/2c9+VvLrbCo8rDUavo9ZKyAbyQsvvHBPbCQPOrbd8NkHY7Lnn39eGA/u1/jO3684gg0Dg8ycm+t8hymmOTtewNcXOrjVCXpyLYwzQpESJaD93AT9Vf6ewYmLQFQHjO4dG135N5GQ6QEh+P8CPNCAatnHYidBqOvQswwzZTINKpDA4HeTAQCMgD56OwxTDUGPnIT+tJ8mcCWGcZFmOuYDH1XTlr/Rv1+LQnzVb+KHT5ySuDmIInxl8Ra+0G3AW5uHs3AVx1MdN0pFua5rhi1slIxp6mGIP12dx1trE5iyXUz02Fg2GxtPv//INNaiCJc7XUzYlDpVcT/jGQ73zx2dwzfqXbxeX0SllMI2I6nF+DHBQrynKMOjodkl44yqyqQm45kEJ0t3v6+LhppnVRMi2D6fTawzrFCW1MpwZS3Bf//WObze6mLei1A1Tbx9sopLV+v4uV//GlbbAaLJCtJqSQBL9TCBx+YHSuOYGn7isSkBqtAqloEnp0r4S49N4TdeXcaNXJrH0PHCXBkfPDuBuRLlTu/uk58Zc/EP33YMn7i6hk8nKV6/sYbVpSaCtY7KRaUZnjo1gfc+eWTb758YL6BqZAjY0ayUYiUOc5Hi77z7KI7N8Fk/IYA4PlsJNGON5odnVnEm62ApcTFeLePdZ6dw7thWqaKDssMU03Q6Hfn5ZohpzDdzUpcLX1SDGoiHzRHi5+ykofzMU089te9dH7uR3CVyjrrotwN83Ot49qNjZ5BSjmOmZNF2dpgcIVcrYMwchw8fZB4my4qtOyjqRbTThkKwDmQJkzhhdk1AD/dsORKXEAde36Qn7kvQbKYc2Tp/OfWb/K6RQkw9qsiAYmY2Yt3vA1Xy9YUSWqPToRCckeXBorC8uBoWCiUXaZIiTmIstjyElKzRdRRtAxWbkjqpMK7wu47IATnb8p3QdXGzEnyN3XcqCSq6jjDkc8oIsXvujQsX8fCjZ6CbunTwBWksOoFKQ5BUfxtnoq9vToAFQnTSDlKN+ummSPFQxoh/Z1KTONXtQT/rnxFkwvWEKh0u/Kwr9NOvrNaxFEUoFzinBr5wEXjb6RjHxghYMRHGEVzdwax5DLa+1fE/4R7BpD0uRQKOtmpWUDDuHfDB73GZm05w6dpN+EFD6MZdU8fTR8r4W88fv20x7jMX63jtehOGbcCScwdEYYJ6N8SfXFzD2dn1jgYGjSzK5IUZAhgl0bu6igsvv4xX41g6IBgoM0Dji/0gioCD7F+HCawyjAXTkY1sZCN7syV1c1+cvw/rc/duNNAE2pCNhGxnTC46zt2LwcPUhTgI+NiNmGy/uhDp93DeuS82DGzHzLmX8cxuX6/c3pStQE6r+ioiLQK5KWpmDWFK4ILSQ+d/tO85Bhwre/ilb2kCHL+jCaBEdSzm8pyclnbIGANoBpr8fnuVz55XT8eUAHWDFNakbl5fg0le6rq/Z2Yc3YRCMRkmBgoclLxZ8kO82uzgTKWAS20P//VWHS3GZYzJLBuvWDbsNEMhjeFlIYyUvrCOeqChk6T4yK0VFHRDaKv//IkZzLrbN+ycLVdwodPGVa+DJFFsJNSGP1Eo4oWpaZRNC1G9gYvRGqrHa1j0Mlzr+sKiYjNBbSUo2+q+kuYCFivA5HUvnklTvLhWx0vNBvw0xelSCc+MTWDScVCzCqhZLlZDgnVEzH5bY5J8LTTweucm3jX2CMbsCI2og1ayilc6K6KVPmlVUTGLOOKOY96vC4iEc5ImTDIfxaOlrZ3Cjm7jtPsQWkkbURaK9E/ZKPdB+js1rj9jT8vCuCvUfGmgoGkZ2SsdkZHd/mrJkBgxbNjSMKAYLhnh6rBqtrAHUTJItkX2lFJJFuYleD+zk5sxzcqNVVx86ZI8U3N6bf48qEatw9SFSHuzUGaPbGQjG9mwWs4izNoM3xF5zWZY7U7xzGCtYD9kfzabAH0fMKah/8DYIAd8PGhMtl8yQHnDAOecc7/dvO8ncOZBbaZk4/2nx/GJC0t4NdbgtAJMFiw8MVXE52+2MO6YKFjrfmkczqKdLqBc6t6hBXijKWJJFeeR+aPkpDBMDUUjljiFQPTNnq+o6PSmNmciiVINXqKA5jKWjDJDCVzDwVsq0/jUyoIA33OQPBkPGUfUwwCLgYdZp4BP1xfwktdAwh2YBgKzgNeETTBG3EhwI+wKH4dt62B/+7VuiHrowdF1nC2P4Z0Tc7LdzcYxvTA9IYAVxkuOnkkMwgbcZ8dreKRawUPlEn53/gay0pTUCDpxG62wI0CVbmCg3qUEqAKC8clkQUPBWm8SXgoC/NnSCq50PZFZfetYTRbGPufHCviz5a6wXVJ+VEWQ2xjZZ4IYr6wGeHaqim63jflGhF+6ch2vXWvAiRPMuCZa9Raa0sVbQplSPHGG8YKOn3piDucntjb0fs+pMZyfKuJbS10BlZwddwV8cq/PpRNVBz/x5Cz+u/PT+OVPvIbfqLew4pqwTR1PHB/HP/qRt6LobA8j+NbVOr7+2i2YYQrdUg0OSBNEYYTf/vIN/Oh3PdZfl7XcXAHhYQDPRpHEM1KnuXkZn7n4ioAA83iGvx9UXHGY2CLb7bac871WYdkPM9/sSV1e0DtBxR6kcYykj9vuQiNSN5f9GZSf2c+x3a/TwYc86Z2o33gnwMe9jiff9l4Zr5+cym8zpdxhBqtwrGWjglLYRmOliem5GWHCIDCiKzTV68AL6hFSz7uo2yhodFwHoLb3tNONvzJpt2W2Nr1Ac6DK4Is1/53gDdJ7q43kDkBO2LwOfom4FmWCNgxC6eyx61JzdZSE5SRFgdp4pKJMMyRBCMexkOldSRQqGZ2tJsCRTEOkUXuc+oMGrMwRoIrsMdOwttCA83ARjulgxe/gc0urOD9uYbZERpcMBLcKrX8GOHRAe8NcCTsIjZb8nUawSagFKKCEEioCXOEssAtvuwnPj9bsdfR10ESYkiZazdbceIZSUUMYJyK5c23ZwadfBR6d0fC95wpYWVnF1NyMJHq3PaVMlhoFWeIsQiOuYyW5JXsmBXXFGLunRG/JNvDT7ziOD5+fxnI3Qs018dBdHKtPX6ojTDLYSYqw25MB4v8ZOn7/tTr++3fePmBkQHbkyBFZOP8EXeTgFQadfMYMJnr367mbP2cPiyM06kIc2chGNrL9kf3JC39MrAxzPEPbLubisVy7dk2kQM+cOSPLfgNuHjSJymImYzIey+0AH/czpr2OIVZWVmTcBOw+/vjjt/UxDlM8QyOQe9aewY3GdVSdCo44RwRgTea/TLWziVFahSCAWiHEhOsiTnQ0w0RYTu5k6vJUcizqN+VGB6liRewrnm9RFlLfMHUySlIKSPn7+TZya0Yp/tvVVUw4Biw9w2oYoUN+bnZD9ZLSZDjhOfnDm8toRpRUpcTNeodkN9NQck1YNn36DHUvQ4d4FqQw0xR2lmK+m+B3ri3i//zwsW2Tu0wov392Di83G7jYaQsd9akimQdrkmCm1TQDD8U63jp9TP5dj1fQiX18fKGpoPq6jZiFJ2SwdRNBosn4KNfzOzev4fVWW7oraUuBj1ebLfz4yVOYchw8VT2GL69dRdUK0RC2mgEa82x9LtdCC+0owg3vm6hYIWKRK8okGV2xbKyYTZwtHcPx4izG7SrWgg6Wm3XEQYgZe3wLG2ZujHVqZlUdV9TA690r6CYeioaLGXsKE9a9dfYRlGJkJlJp0lCNDHdizcyZQdVYuG7v/uSjymQhIIBB5tPbPD+Yo+CSdymSSZIxzZUrV0TuiwCMPJ4hMH+/Yoy7ScENm43YIkc2spGNbP9kfw5DjeZ242Pdho24fG/crVawl2N7kJiGUukvvfSS+A6U/tmNmGyv4wgeL6WKKCN7t4aBwxbTnJsoYNIcx8cbV/C289OYK9GvzvDVxY6wjBQs5S82/URYV6yCibGyCUvT4GWUB95+uzyt9KvzK2WQ7IN/M3X1RVViU79rg98VmVT6ogaSVIOf9pqFB/ZHYMl84OF3Fi6Lx+vqFrqxj5DM+pouzI2MASgXRMDKy626yG4S4CHEAmmKkBs0NHiaCcvRYBopbEdFWlHMJYJpG3iluYqaZePJ6vasrMeLBfzIsTm8uNbELS+QeOp8tYLHqgqMbOs6jmUhzk2UhNn1at3D//SVC6iOWQgqGkwy4ROEQz82zTDFxlhDE4abW+0u/vOVa2D1R82ThqtdT5hcfvT4UZyp2Pi+uTI+vdBClOgwDaVmkFfYCPihNGzKOXKBP7xVx29cWoUXZtKHQOnPtFqU9dppgmNxBKfZRccP8fhTxzEfNgUQM+4YdwQ+vbdkw4tTfPpGE//HhVVESYYnJwv43uM1kQPaqZmGjr/1/sfww8+fxOWlDkqOifPHavL57ewj37iOthfJBZX4gcwlzzEr3Z96dQVNL0S1sH19jTku3tP5fU1ljrxGw3ue9/9gg/F+Ns0eJmaVbg98P6yNbd+RYJXtkrr5CToMjtBmZyPXFH9QiumDSu7SiWNylA+Zd77znahU7qyPtlPrgxb2CLVLgAop5ZiEZjL6bh1Jh80RohFIkAXsKFNsGJS+sTQHQerByGysxT68JBAdQiJD50qm0uvbTIhyL+cs14TXNntJW9dXat+ZoHlzxpQtD1vZZKp0umW7igZcTymyowvDSr7iAORFwVu0DDVH7yVtlZKjJH7jBJmmwe/6MCwdq2t1pB1NXojbITkJTOHc3fXYAUnIOoaB1SAVsAoTsHQc6HwSlUuKcMrstKMYrayFolDxrRNC86goU+SiIOuVUBXQylq2AkiSc3MKVv2biWKOYZAhhderWYgx3wpwZDzGasvERKZjbsJHJ4ng1Cw0tTq8qINJcxYFffskKYEq89F1BBkdETXWJI3ho4OqMSG67LcDvGw3T9Qk3KkuoUf5H7Kp0Knr3X+C+M4ytKJUdBsfGivsDMBVLstCiTU+V9j5TceIqH0W1ghuyZ0iLntF78l31DDq9d7OCKZ8MyB2RzaykY3sMCR1hWXOMIa6C3E7BhMeB+MZvlefe+65A6P7fpDE7uLiooDYKcXx2GOP7VoRdi+7EHkNsVmATQMcMxsG7uRf7LfW/G6Y+EyxBjuz+35uxSihGbfgp4GIawaZJ+B7U9dwfoKJ31QSfctB0tMSv7Plq+QJXdGI7wUOqlNxe2NCkrTSfkypzwzEnzC/Z+iKtYXG2V4N6PtlcA1KGJGVBPD8UPznGddRCVIm/DTA7iUIRVaG8QrptcMMnZjAEK1PEW3oGixTQxyl0OMAV8MQn/hmA49PjW8LwrZ1A0+NTchyp7nOzdVdRFaACcfEvBfANUxYhpJtzTIDupZi3HLweruB11otmeccKMOEdT0K8YnFBfylEyeFXeU9kw/jRqmB37xxBa3I7INUaI6RwO7NPVlHOgm7Ou3+HJqakrXVdQJZlnCufAKdpIuFcBmhGSErpnjNu4yxqIKHiw+J9NB2thiu4KJ3TW0LOupRgFdaTYyZNZwrzeCou/Ok6Lpk7U5Mxa95+0UezTGupZHx02Yst4Pgm88lJt9zaTXmYvJEL+MZ6pizqJbHNMzN7FV+6bAxq4wA+CMb2chGhj17H/B9tLlGY5rm0NdoNo+P71PWOFg0ZTPxfsn+7Fb8MMjav50k6EGMaSdG/4UsMIwpWaNhofrNVqOhTMuUmeBULx/OduFHJwr4ws0mTA1Y7ES4suahHSWYKGiYnQAyK4OtGQhZDxgE0g9w2atYRxvIl5NhvyfbK+x/qvaSs75vbDQWInaYPerDAkH7McEneg94oeo8dNsJUmdk001jAV4LUyNidONIwO+U8PlmY0Wadi3Wlnp7y+V6GB9oNkESPQZ6oydNFHPbgB2yWTfDl65fhmOtii+7HQh7ruDKcjvjdZE/g45UHcxVXVxv+iiXVWxhpczBpChaOhgy1CwTBUPHf379KgI7L2rxSDNkaYZvNRp4ZryGM+Uy3nu0isfHC/i1CxmW4zXYpuLozOe64VtyfFHMw8oEmGNYPb+f58XRkbZCNHQDFT3FWNnBjUjDF+bbyGIdt+Z9fLVxCx8+M4EXjm5fXw2TFP+fby3ipVVPmiZ4TB+9GeDLq0183/Ea3j5VRa0nO7sTmxsryrIT6/iRMG8Kc5aq1vXilwxBnOFLbyzjfW85uqNtMVblcvToUTlnrD0Ik+TKijBa8f0x2GDMms1e2WFjVikWi4empvSmB6vcLqmb22EAq+TjO2jZn92gzeZDhM4EHxrPPPOMPEh2czy0vXCEcoDQvSCMDxNt9qDlY5aXiB6jrJUF81CPmOD1YelM8RaQJg7qXozxggn7HuWAmGjNj2EDEdoOQS/rrCn0gAiW2fQF2cYAvVo2CIzJPx2kX1sXIWLSmlOQ6zDyJ7XKSUWna7Y4HnrNxPzSkiDPeb3lL0MufHHe6fxsviYKpoanJop4tdnGip9g3NWEGaRg6qhYnB1dpHpebnQwM7GuLZlPGDsd6ceQBYcJUH6DYBkTptB1q7GsT+q6PNJA4pMuVW+jpEevuSnaYYTpaoInThDlSvp+wHJsGQ/ZaVbjRRyxTm4LOmklDYRZIDTrPDe8z/N9tbM1eFoL1WwSFr3OXbaJgilOsQLjqGPk70xw0wG8XN8ZWGW75wudXi6nT5+WomDepUjWFVJOMrmbXwtM+u6W43KYnCDaKLE7spGNbGS7bznwPu/iOEzxzGZQCLWIGQ8waN5v2Z/dAGNwfYI9yFLwxBNPSMJkt8e0FzEEfReCazj/b3vb28SnOUiWl72MZwbncMGLcK2dIkYFNbeFrtYSzXObPq9VwQ+dsrDidXGtRUbE9U7DPvhE/qE+y6eC69A3ZohAI+iCyb8wHowqNttA5CHgdE2okLkfglWKttKNV565iltIpY3e9akUhMjKofavQNmUMMoB2uuML0zuEstBeaMw5rdUKyTXJQjFtBjXAJqj90HYjGEGQdh3i9MHE7vc/6qvoR5rOFq0sByEaMYx7F4DQJwlOF4o4UihiN++eUU028kGk5upqeO40m33P6ME0EPFCcy6b0gyN0r1PqOKrau54ueUA1LnhJKoaq6YLF8OdVQtDW14uNKdx3VvQc1THnZmGupRE/PBEo67c1uOjwyW1/1bcpwF3cX1boyrXaU3fxUNvNRs4Uyphg/MnLw/adw7GOOtwctoM2m4urbvo1OEICTbFglmLtxO3qXI5erVq/LZYKJ3N5ObfHbuZv5nLy1n2RzJAI1sZCMb2e4+WxmzMKYR+ZFDFtMM1kE4/osXL8ryyCOPSEPxQRYD7wcYwo57xmQc916w9u8V6D2vLdFXYdPDTnyLwwhWGbyeCJxeDDo4Np7gfGTjxVs+3lj1pF5xuubi3FgBYdMEqg1Q5VM176rYRRgKZYMqrFD1gN6HGVkbDQG408JUh2OQAWV7L5PuO31hiYXEhwcMK1FsipkGPzFkGxj0VDOqeq7HKjlgRvz/AZ+WvzOGUe56L6KSWIuMlD3wDI/JUt/vGhTF1ETyNAqiPgg7Z9vgshNGicGYhuP8rseq+MNvh2g1IjgVUxhVWE8oFgyJ+d42WcXrt5rwKOnKqkNv7qQxmMz8GvCtRlPAKrS5goXz1RJ+81oHtSLz+wRvAH5kIEgURIe9B4xf8vBIXaoZbEtDVLYQdWI0NR03LAdpwUQ3QZ/z349T/M7FVTw85mC2uLXO8vXlLl6pexh3FSuMpwdItBQeEvzRrWV8dqmOv3RqFk+M7b705dnZqlwvnGPVX6HuQ2mksDS8sdDC+95y79vl+WINhgufvXzOMMfBZwNrdZRo5vMsj2l4TewWkDAnxTgsAPxOp3NXMN9hscMRRd5nUje3Ye9EzJ0NoqD4IuYL+KBkfx6kE5E3MhO6r7/++p5pN+4Fswq3xZcdH3T3ChDa607EwZfpbhm35xRtEZKJ9aDvVbi6AytJQUl0S3clTcp1iSy9HHZxulyDYxFBG28FpWwBaKyDS/J84f24i7nTo4AW6/qI+XFsSOpJAjRGPVgSSuitT7d1yAzp7Da/b/q001xDB9yCgyeffLKP5FyuL2OpvojX33gdju30naLt2Db6c6EBHtoi4zNVzjBectAJM7QDoOZocA0dtmYJSwqpo1thjNk++8zGiRBHr59a741Tk5nuH9+WI95w7agN9zA+KJgW2mGImbEQFVcBPXqUNci0VEAxZE/xsy6K2lZnppt2+qw3prEOVMmNOutNrGIim931a7jm8lpYnxdVYFDnl0lxOma7YXwWT01NyUKjQ5wnegkq5LuHgJXcMaIDdb/Hepjo5WgjffeRjWxkI9u/pO5h6EIcjLkYD5Cu+aBkf7Yb173463zfs3uSP9nFtxeFzL3oQqS/SobIXIP+bgyRhzmxS2ulQOAl+MTry3hxlcyQKsE57lh474kSzlRNOIajQAYG8FNPOHhtLcOVho3P3OqgxXa9ni/J79GdZ3o16UkJiZQPO+N6iVwmUCs2UE8JQBkUIM1tnYElTwbLp1kv6Usa7UiHaw9IWPYSuUx4yme9nPKVThNPTgAV08BKGKuYcNO+yCzChKcXUdh03fiZJK17Cd+p6Wk89ehZuTdX66tYaazgwpUL8L7l9TXBcz92sy+aXxeLfoA/urUoP5lgdgwNp0pFaDr14VNYmolHSxU8XZuUfaouy62xLH9jMnjQ5v0OGpENQ0uhGwLhkUnkERN4orpB17Pp+eYMMNmtoUktd50sNMuyvgkDCaMmsoQmHgqGg+VoFcecrTEJZX/IvmNpFppRgssdfnPd2BTweruOGbuAZ8dnsW/WR0/tDj0/wShcjh071o9t2SW+tLQkoDzGsoPglQcBF/I9tdNnzzDYCKwyspGNbGT710x8GGo0edzAOICyPwR8HpTsz4PGD2yEJoid7/9HH310T3KOuw1657YIrGUsea8AocMY09B39U0Nl9p1vNpZQjMO5DOjqOPknIEgMHFqrIiqTRC6BhdVXLwGvOWkiVI5wE2/0ZO8VOYluoAjKJcpLIQp0I0NRD2qe86OH+vQMgM1V92HAg4ZyK/n28obfDdDp10jEVlOiXcG1IFy8Il8N9OEDeZ3Xl/AbFnVDAIWYzaxUzIsiGJNAP3CQjngButsUM4gckG2YeKxx87L33lPXltYxoXFOl65eBlFU9/QYHw7tg1eG99orOKra8vwkwQnHgaSUEerpSG2DRRsA7NFB89PVvFErYSP35hXbJ5buOzVsfosoA3YYhQI8KQb6Vgn/FdMm2Td5Pnb0ofdA6yYlibVNoJVfF3VPIomY8cMrZjNE5kwZ357xdsWrHKpwRhNMfV0e0CVbGCOm3GCX7s8j3/05GmU806MXTLXNgTQRKldNmkMnmGyfro9mdvdeNbkDRfMMfE9ktdoyLrC62Jzg/H9PvPy5+xhaSput9v7KpG0l2Ye9qQuL8zNlHKbbdhRuxwfC3+f//znD1z2534dITqjZB24ly6+BxnTbjkfvu8LQIjXB5O69yprsZediHsBVCEdtjWh4cTkEYRGV4ENREqH11uGimPBiwtIEl0QvUHaRZj58NIIy56Bh/QZZCZfesqhEQK3HmhE0LyElfQ6/4yBJK16tRPo0nNMROImpzweoD6+0+FK9nZQI3HdYeBYSaPNdVbCOjqphTkzvwYHyfCUY0AH6E5nTbYsiWaOOIXndKHNAGMzNUw+PAHdN9Fd7m5g28idomqtKrTNR8/OIjC7Mleq31BJKVWdVKizi1l1w9yo302ESQiRIhwYoCBT2Z04wFKSCHlcLu4+sHIfJ7MRzJNfp7lTJRqRiUIOy7YNNQ61Hs9VDxN9m+tbgWSUI3m765RjJCiKrDG7aXTASMcXpD16wIHENRlrHpvaGzQpE7eUAeCSdyky0Zt3KdIGE713Y+A57MwqbxbU7shGNrKRDXtS9zDEMzSOm52H9K8PUvbnQRK7Oc03x/7ss8/uGUPAbgPe5+fnJRnNZgHGkvcSQxy2xG4nSvDrl5fxVa8MrxPBS2KUTMX2QR92xY/xh1c0/O0nHBimjiiLECSB/DxZA56ZrOCpiQL+Xy8tiSSnYFn6XWBCoSL7KZhKYkfRN6p9p5piTOxGwIRtiGQLJSipL39HaaHeZnIgyeDpsTQDBSHZyMT7DhJgLQqwFtdRtVMsU/B7C5ZdAWbY1bgd9wZ9ZUMSlsDVbhdPTVThaz78ig+rbGHq2DTMxITe0tBcaeLatWtb/NjQtPCiF2El0bF08TrCLEHVMqXb0EsSvN5K8IHZGZyvVaRrklJGapwZjhYcXGx5qiOzF9NKhx1B5/ZGkP+FThNxasCX+FMdC5PTlgBXNDkdeRJ+MEOSh0CRUE7nwBY+P3VoiQK9MI4j40vC5Ph2p0XWV6O+0V0Hqgwm6fnZN5vLuw5WEQlbqJh7wwnsnVAVo+9+wnGwS5HPC75X8i5FXgcvvfSS+PiDXYr38hzk9kYxzchGNrKRfWdZ3oWeA+/vJHE97DENx8fj+NznPifvQsrmHJTsz/3GNFyHYI/r169LEyZzmAc9pp0Ya3xkvGc89vzzz8v834sdNmnTy+0mPrd0FY3pAq4tXZS6RtlwULZsAUynpo/ZKRtjRlXA3jfaAebboUgDWYaNv/LW0wiS67jq1cVXJkMhQSQ0yrJEWtYDy2vQjZ7P2wNHhJmBLEsUmEC30Ioi8ZvpzucxxwBBYt/6IH89RZAYGwIUR1P+IoEgwhyJFN9ebOPbNzVUjqnG4M1yRRJ6kclSV8Aa7n8jd7zy7xnb3PS7mLYL+ORND1+fz+DFVRSsMTxeMzDjBqKYMMgkmQMW5qMA1wombrVWcCsOYWo6iqYpsUNXT3CyrOHPHzkln7OpOG++LhcsJCspdAnUBhoRCKTJgJPl9Zx4J05w0/PgWgTd5KB9IEp0RCnjGdZZtlpeh+Gc8gwwpuF82CYBKxRWUhPRijJUTCDoNVVsNsVmqeBCsabqOev7UEs3SfGV5Qa+Z253czRemGCsaGO523v+93bK44+TFI8cUfWv3TbGJ5Q0y2XNCDDMazR8jvB5kjPw8FmyEwae3AZzc4fBut3um6ZGY76Zk7qHoRORNw4ZPXhRMSG6m7qB++V0NJvNDTTfe91Js1uOUJ6MprYz6b3vJ6lymJK7BJ2EuqfwHv3bQb3IcsAEH8FlR8dqO0I36yBMqQyoXmpe1sFNfxHHilO9J8eAlFD+e55c47XdS0jSoWIHntDGiR47QTCJvPwHqaHzcdzO+o7KQBsj9yevYIJjegwvZbMoWu1MSuYa6YMZQK7F76jXeK6iNyi6w3noyU1lCZaiJXSSjkjnCNsI/yskOHJmDo+ce6T/MuTy0ssvCUilOlHG5JEJJHrU3zcTqbxqeZUleiwMNYrMbd3O1Ap4fbmLczMqTz44qjQxYJrWBuYSMqBsIWLpJTfzY1FneHN6W0GHOFe2HYm+/CBrS34+DM2ArW/fWVcyKvDiTl9X/XZGOaHdBqvMsa2ViHJm4A11D6YxUcaxSCstd0NMSsFi72ywS/H48eMyhlarJdfB4uKiBIYEtwwm/e/0bDxszCpE7Y4os0c2spGN7MEsZ1O5G/D+MHQhstiZa+W+8MILQ9VZv5PYge9xgpDZlcPOwxMnTuxpZ8puAd4Hk9FvfetbRfZjmOIZRQG8u9v+1YuL+NqyL+EIu9Ro3TjDsh9jrmhj0jGw6Cd4cbWL56ctdNOu+LlCTawZaCRrOFat4PyEi1cbvnSBSUyRqiVP6HmRDjaC2Rpg86eudMododdWiUQC4D3RH1d2tytmcCY2APd74H8BazBm0gzocNCJQ5QNwCfevxcMcf+khSb7tgK/qCgqj5V6uBs4hoExG1gNY3iJh4VwUWRvyOrIbwR6AHfcwWNzj4EE27kfyy7cP7twCS+XxhAyOSwyRJHEbSVRTc1QNHRhIvnaWhNPj9c2sadoeOvYOL5Rb8k6KifeY6vRNLxrUjEW5jbveejEBJusz0qS6UgTDYbBva/rnitoTm/+BNiioWRacIT+RkOYhSL/pMahMuI85qq5fXKypBdQ1ItoJ214PTrzPDGeM0hyR51k95+9+fjUec/HrPau7xFQ5Xbvljyhf/bsWXkn5V2KZMwl+JAMPHlMw9/vFLMcJsrsXAaIwJ2RjWxkIxvZ/T9LGaPkccqdgCrDDlbhsdCn5vj2Ix54EImi2xnf26x18H1Ohsi9LmDuFkCE72MyRBIYdL8SsnsJVtnteGnZ9/CJxcsIUjIoqgZd+sLtJISl63BNEwYZNtwQy00fK50E11thn6VwqRvjd15dwdsfGsMNzUM7jnreKxkQWXNZZyK0XUi8QuBE2ot3MjJIamQ2jNEJKPED6GbPv+4BDbaygORR0jqTCwaZIlmvTTOEiQKgcAxHKw78NEE31mDJ9skiO4BU6Umgqjke/Kz3K5t+DRdhlqEZRfjaNQ+fvtpAzTYw4Zpohwk+txCgcHocH3xe+bFra2sS07z2+uu4ZGtYK7tIXAtJyJgQ0HQToTQbMDbR0SIzrNfGW6obwVFPHKvh9y7cQmqr5oZBEE1BN/DU2DrbUjdO4GURHDOV+c1jOv5bS3SEgtXREPVkmoTJpt98q8D5D9cKWONjVAPWAsZQagX+TaSUNB2nWA/Zxp6cLOCTN5poBjGwqQ8/vxZ47De8ALttR8eLSNiAa1Jqqgdo4v6SGK6po9HZ/X1uZ3xmHDlyRBZeZ6y15+AV5nlyZpbBBuPbWf4cOSwxTbvHrPJmMPPNnNQddkeICSE6EDTeIMMGVNlJcpdOHOUw9pPm+0EdhEG5ogd1Pg8TWCWAr6Rk+ijMde+DCTKCOwgkcXQNrWxFEntxpqjaalYBY2ZBqJSbgYeaXhAgBtfvE4tlRHimgiYlpRiRtK0wQdWmnEyGbpjiTLGGDtp5w6LsVyFWe5CRTc7Q4FnZLmGn9q2+RDAIHTZuwySal+xLvRdkn7kkB4BsbJLsJSIV/V5O8cb/mPD0Ug+2TgfOkDni9FEeZyVaRUkrb3gZBvDgo4MojEVL0bB6LzVNQzuORVOed1PJ1HG908bJQhUVems9my3ZWPWquLTSwpGakrSRF31i4Jg7sWEOOPe3MwGQsKMSZg+EQmBLbyhMfmoaSiijVrKxkixKspTdppLqliGrc1rWahvYXAatrFfh6V34GeWANp2ngVNl7sFrZqbqwnJN6W7N+V0yg452KhJBTX//n/ecUyZvuTz00EP9LkU6RmRdIaqX4I7BLsVBgNxhY1ah07eX3RkjG9nIRvZmts1J3Z3ENHxHDKN27qBfzXiGfvUwAVV2Es8wtiTNN4P8/aL53g3wfS5XFIbhAyWj+6wXe8DquNt2sxvgpXqAggmYSYbGOhGKMJyMJzEy6SbLsOIHWAqbMHUDjm5LV56rF8TLDbMO/tzJMYSXM1xrB+jGKnHIO4vA55qjEpherOGJCQ1+mqETZXBM4PmJAl5Z1fGN1a6AVQhkIRtKbptJD6VDsfdvow/yXl+JnZPi1PYSv/T/y6aKb9hPVzRTVNhtSN9e06FnKXxf0bwQrNITzhnYfyba7jWL8kAJxm0LzaSJOItR0FzZLtkPjUxHJ+miGbcwYY33/dgTp07hS69fReL7KMQx/CxFBF32tRIEmHJVLMH91EMf3dRDUd/IJjhmFvHh43P46PwS6oFKnru6jucnJvDW2sZEMGWE5Nh6nYo5syMT4uzKLGrAnFPGStSR41GgFgXLqZgW3lE7g6VoGfPBisgRRRmbAsj6qdoSCM45Ym8v88sxny4cx2vdSzC0cBCmIgnlPM539N330XPW0S0yr0z2x1lPlurOzRx7YSwSURY5l0Zm0StP9JK9ic8txjF5TLOZcvowMavwGcrxjsAqIxvZyEZ2f5azqdxLYY8NxXz+Dpvlsj/MddGGDaiyE2nTlZUViQ1YX3r88cf35X28GwD8XK6IjYCU/rnfWPcw1Wi+UV9GmLGJ1ZCm2L7kDhsh40jAJV6Yij/7pfkmmj5QtSi3ouHUWAHnp4u41gxxa9XGk1NTeKm5gnYSwdAVUEX8x1RHs52gUtBgZSkaDRN2IQPVa9o+8GMnTuCbzWvwtFDY1pWszzpwJK/RCECmL9+j/p9SnLnlM+4lqjmAX2AclVE6NSNLiI4O/d6ItQfANVXNRZpwoZhI1JjXTepXKRsGdFgaGWNSabz++kIb446B8YIlzOqsAwVRgk9eqeNdx6uoOlafbeNqt4Vvz1+FzXpRFKDbQ21QPaAexPBDVQdyXQ2faCyh9pCLk+PrAIaya+GvveUkfuXla4gqKXQZN1DSDPy1sydRGLi/WC8ShnqpLfWOoYdsMY0UXqjLuCupjkWf8apaiUOyDQ1Pj5fwo6fG8b98bUHkVNmI4ccKrsJaEgE9T066eHRie4DFuTEX7z9RxceurW0QElV4/vX7YsLZ/TzN6SNVeGw0YGNBL+7l3izTwGzNwVon10TaP5O6V6kkC5/lfG7mjRlkpCUDD+WiBsErgwxaeUPxsL0DvhNkTc3DmNS9nZb7YelE5PjJpkKQB6lXeVOQbnUY7XaJVN60HDN1jp955hlMTU0d+Jh2YrwOKNvCZMtuyBUdJkeILBw5KpNSPeoz+f9emqzHTpJlKBiWIF8LhomKUYKtK9AKARvd/z97/wElyZmdh4Jf+LSV5au9b6AbHoPBAGM4hsMZGnGe9MgzokjRaSmzfJRIUefsyqyoI5GiDN9bSlotRerJkKJI7iMlmqEZjuVYAgMzwMB1o4FutK3q8pU+fMSe7/4RmVnVVe3R6MbkxUlUV1Zm5B9/REbce//PJB7GoxpiNgC1BDCUeoiokWSNbj+OBQk82/Fxcs3FSuDj6MgY7FIBS76LSItQtgj+oHS2K41YxzAFuGJu+t3eCOdVQBWPzU3+J6AXHWteADegHJ4OxyQjcVBYLuPJbXa8BtCs6j2UzjZF7prsPO63G/vwkwAlu4CCVkSYxJgPFrF9wP+c9j/cgmM78D1fUNDcR34Am8adOIapK2DN8yureE2P8K3bx1Gz+5fio5NldMIC5jouIj3BZMHGSMFZ16hkMsWxKULe5uefF7syzlF9Ei46iMAGrCbfHwdFOFpR9tvRCvDSLkzNkiZ2zoKoajWMGVt/rznf0+Z2dJM2OrJUcOmh4lzcbFUVxsmGJ56IXhj33KGY4OmOiaJtYrry1kt0DrIUGVxIytHdTIpYCHMxLE+MeG26nRYfrxRDG6BhDGMYw7g5Td0rsQ/zyG0YbiclLu4HG4tUWaRUM0Ert6P08uVYiASWUiGSxT1ZfLdK5vtGawjWMhw384gbtSu6U5owjEXXl8bkmKMhjJXaCTHKbI8FCf8eiE0P92h7sUD9EHhxhG5QRMkooCRemwTxh9hd1vG37prAS/UOvjDn4lw7ElUWWk0yb6YcNZmBnVDDDx4x0I2UusgOexTvmTbxB+cCfH0xEqDKgVqMfSMxZjsm5tpAK1BN3HXy2WxGmn1AUK6ASLshAmSkXtCVTee2cgJb0zBT0nG6lWDE0BFrsTRv3JjbVbVbzmscxMdQ/pubI2zf1nXcP1pFkKyAlRFrPwJUTjVjXGhTNSXFvsoyPjDloGoqGt5F18daGGHEtgX4T6ac4nEqv3U/SqSpysZp1YnRDJeRWqMo69V1+7a3OIof3lfFnNsVm6RthRIqAyqRDNZZJDsQ+NJXmulzKgpGgr3lAPeN7ECYzOCFxjw6bMRDw4RdwiOj2zFqF6UxuhI2ECWRAJO82JN9LegO7qkcFDXJraJqlnF/5W6kyRyeWFnt+7tnI+J4jlSvTYb+aoINemVlu/584DVU0/vkibc62MjdsWOHPHIlkkGWImue3D+eNc3tBqi8XHBfGG8XJuIwhjGMYbwVtj/XQia+HddoBkEeufL6l7/85duSULZVTcPjQStWPo4ePSqgj1sVN6JmwnGT8MAa8v77779hQtzNUq68FVEPiDxXQHTm1MqOlHUCARghgpjnn4aybmG6XMSq68I0NRydtjFTLMA0dCFrzrYCfNv+aZRRwHzQxmy4KOsaZdOGFyaoI4HnAwUHSHwNS4smztQ9PLStisPVCay1EzzbvoCRSoI0STG3QmC8iZFqIAqHBVsBVVjX5IAaAtgDAdr3lwBEFcalnQ3Hr17nByncZoB9k0Vp2nP8SUxrGA2moXLtKEpRtPpKLXnuzQfVWfip7TjGdKEAO7XRDRNsL1tYdUOcaXZQrkQoj6cCPPnvr5zHjz2wV9Q8GOfdtkDCR5wCmn4A2zDgUfU+SWEYiairCLAmNvC1U3VcOBPix96zF3fP9Bf979pewz+arODFuTqWfB87akU8MD06oOSvzuP5rid1IskN66gJGVF6tR6jUEzx0++YwVMrbTy/2hFQfsXU8Y6JMj6yY1Te/47pEr4y1xLVGDdKsOZGQsx4eKqMv37vzLrP3fg9/Nj+Mdw7UcJvnr6IehTKB4vCSeZ8wNrysYmbryb4lRNLKDoWEjdUpA0CZKS0pbyOgR3jW9dhtyp4beAaDB/79++Xe1BOMD5z5oysFRO8ntczvPbfbtf/ywVBlkOwyi0M3vR4El2t7c/trKzC/SDIY3l5uQfy4ALm7TK+q0mEcmk2NkXZ1GUD41bG9SZCZEuyqUu25/VKym02ljcjEcobQZRSv1kXR6UYpqCqbIyJRHLeHBPJMfVv3sRGzBImrQoqVkkSJyYdXkhmHUl8IV5zT8FNPBQNB9srE0o9gw1BufFTkSURTQ9DWwWMLiaLZAWq+ab1zYlGA2NWAZoWIdW74pPo0i4o1lG2HewpV8WfjyHe45kaSEY2UwhbSnnrGuKYdkK63MRP1JsoGRqKJhMPeqKXs9fzHE5lXCq50jeVtMt/1VNDfPUi+LAME0ESCANxpjwm48nfzOZtPW5gzMxBT7kdUv5ToZKFnafrMi6ighc7ARZaHQTdLqLlRTw2NbKOmUYgz+HRyuYS9R0Xx+ptlOwI90yqZvS612R7zO34/C91M4Mnwol0FFASgEq+w+PGJBrxmgBWjNRAt9XFtsmdKGsjV7zOyliNKszUQgur65iB3OcRjN30BRAClM40fGyvWFhsZ2hdOQ8SdOMYO2oO9tRu7TXpaoLXnUGWouu6vUZvLjPK7zq94nku8Lt/Oy8evZ1Qu8MYxjCGcbs3dRl5Psj7xe3gm876hXk1i/rcBpT3sNsVrMIYXETl8eB4CSCl9QWbFrfyvnu94HuOm4pttP45fPiwEB9udNyDc3Kz54BgXQJ0b9Zi8LhjgsKF9OvmqKk6QllpKh4z6l6KOl9X0HCoZuFkq4ivzGlo+Kx1Auwo6fjQTkNUHy9gAdWCh4lqgsmSgwXXREkSa03UCdOUgHzmlwnWorZsP0lsBGmIsuHgu/YW8a27PRipg1bURCvp4lEEwlZ0oxRfmnPw2polDV02bglUoYVOTxckIw0MgurZ3N1dBXZVE1FyvHcMWPEMAcyIB3mq2JJThRBnW4VeAzSXyc63yKYmwfAPjRcAfQ0rQVPYfpQF/9JcinNt7p9604V2irOtefzfDuxBkfbJWUMzPxPIv/NpsSO62SQ7KKUZztShCtBoNdGMW0DbwGhVgRZ4PVCqJib2lS71KWct6qZt+ClVclLopFmK/Hlmg5NJYJbNWEA6s94i9hZ34nClgHZERZUS9pemUDBUfUmbn8OlvTjvXYSb+DBiA8XExIMz91wWqJKHrVt4pLYHdV/DifaqspkV6XQNM4US3jl689UEWVsyBgEprNlYF/N7aKa3l0IVg+Ni/s/Hnj175BpGsCJrmosXL8r1lEHGIq8rJAbdDvery/WHcmvXYQxjGMMYxtUF80XWM2+HNRruy8mTJ2Wx8siRIwLyyMd2OyqFca459xtz7VwR5rHHHhOVvFs9putZF+G4CRCighsVIm9Gf/HNJBSzB8p1pBshCAxGUVf5EbNu5v9EhBTNWAAaKplXibcelLC3VoBd7mK85qFk+XC1DqK4iLBLgHaIX3jqDM7VY1hmggcPAyO2LgosZdtAydbRCWKYCXCh7eP1JdKFgVjX0Q1i7ChVUT9eg942YRoazs530KAtUGxL3ZIYIR45BIxXVG4exBq82FhXu4hqZcTvtgaNIBaD6zvAmXMhzMjDzpEiotCAM0ECTopuGIutTxByXYVgkkxpnxvs/0+CyvlTThGjcRVfOtcURRSqqTTCLvbtjuHY6r2MbtrAJ89ewPcc3CO/Eyw/GA6JyDlQXAMs24BtafDcGAsXfTTiNv6rW8ffeGwbpiYnpc/B87tgGXjX3olNj+OJxTb+9NgSzra7KOxQSjJSWvfUIpVCjBcBc+0Qz8y3MVYwsd205XUPT5bx6Eyltyb3Fw+MyRrHMwsdec7yQ3xo/xg+dmhK1pMuF9yvg7UCfvzITvyfr89iLVDqlrLvuo6/sHMCY2+Csspzp1exfayIJZ1WU0m2npdireOjVnbw6KFbJ3BwtcHvMcGJfOTXo3yNhuIS/J3BewPXaHgu3M5rNO2hDdCtDRbBTBKulnm42Ql4OyRClBtiU5c3t0GQx+2UqF0p6WDjgWizG5Vmu5ljuhZJOUo/sbF7s8b9ZiRCuRQ5VWsG1Rn4uJyf2pWCDa849aGTqZV5rucqIn39kRSmaWBMr0iSITJmbEbqOsqOhaJdk/claRHtwMOq10SYRIopCMpra6iZFvw0FICHH3dhEcmpJ5gP5qG3YxwuHUDNcjDrtRClLmwjQNlik5AoWwPLboxnFhLMFIt4eLqAiQILn+wGz4UeFkaUrwt8tMVknoosAbyYzc5YxhMS3BLZsM0iEi1CTL91WRBg1tC3BMqDTVkmMZZmwEmLYm0jDUQmBjodHkOMWyNKpo4wYIawJXXERtCTaCZogw3VHEdLsAr9GimnJz7ruoaFboSX10KUykWMFxx0ggirq+uZafnx3gioIlDly4trkpiNJvQCzB0p++dgPkYlLZ2ijaYCy1A2j4hqqqgkFhBUkMQWxkqWKKi0kwYakQKcdJMOdN1AEetlnbcKgl+MdBo+uogQwoQl6i1Ua7nZwakkSKlWMFGyDMy3AkGcixSfAXz44PhtnUDkwe/yzp075ZEXyEyMyOg4deqU3LdyKbrNzoW3OobKKsMYxjCGcX053rUqROYh6m+6/pYzETl+Fu28bx06dEis7/J9uV1rmrzRnINVOIe05+N995FHHumpoN3KuB6wCueW42auQCUb5gg3I/Ljd7MVEThO1r4877kYnOe3HPf1Nv93l4s4WLNwbC2ETWCDnggbLg/m3paeCnjlixdivLxmoRMlqFiJKDm+Vo9xrE71SMVcHHVsfMsOAtJDvLSioxuHKBm2vBZi/xlh90juAa8hRIjz/jnsdvaiqJUVMBwtRBrZkbGy9NE1aQz/pQOhgDX+fD7FN5YpOZ3JPbMu0xXzcLoYYlc1FA95PTGQ6glG7RT1IIbl+NhWLOD79o7iWCPAhY4LS48xVdDwxKKLIKKejAoeQVOjQgtrJQP3jJTwrTs1rETLWAqUCqWXeLjYiHCuXYZtsO7JFUw0XOjEeHp1DR+YnsL2giOWrrQwtTIAU83WsZJ5HbEJW7J03Ddm4UiNn2shjVK4cSDMWJ6jbOjlx5sMtsHziteQdtqAn3oCpD9YdXDR85UFElU7RR1Gh6knqNqhkCZaURfHWqfRiQBf5rGOC94CjlR2YKYwKTXchD2KqlHCeX8e894CNDPFargmtZyjXzmP5n5+6/RuHKzUcKbTEEDT7lIVB8s12cbNjrwKJ0lCKaCqWpWsVtbghn37gjzyyAEpuVotr61f+9rXZC7J7ma9wEWzXHmF58LttPCXg+/vhNpxGMMYxjBuN0Lx9Vok3C71AkES7L0TVP3444/3LOEG64bbLTbWDzl5gPdXAj7eCoDo9dQ0VDQgCTof980CgLwZazTcN4JxSRaQnLhWkwXuzawQryWO1iYxu9RAKF10HbYQcvtKiT3whtVBsQrMaJEosCSJDo22MmYL+hhtUYFSAuwtmVhYtLHSAtJqCFs3BNywo1rAfMdFN0owVyd4n3WIhq/NtfBP/uwN/MK3H8LdU2V85cwaljuBWNSIZrymwbF0JJGJLzwVY6KSYu8+A7VRXVn2kAidEJzA/A84eZGDjjBZUjBsL6C9D9DwQ1xsB3hw2xgenCniTLeFFVqEhgaaCNHRm+v2m/8IIiquaKg6Ot45OoWnz4Z4utEUwgKXgV6ruzi6VwFVgpBrRZqobfI0OheuoRNtR9m0sKNYwol2HVF2flokHYeAYSmQjWVqcDsp5s4BulnAnukamlGA+bUOLs7NybEfXKNhH3/weL+x3MWvfPUcVtoBpio2iG8gT5tzIrh7rl8YQKvLz9Pgayk+c64BnZZLBP4kCZ5aaONTp9fwF/fVMOOYGK8U8L8eHMe+qoMvnm/gxFqE19d8Abk8vqO6pbLKYEwVbPzkkd14brWF2Y6HimXigbEK9lWuf03xckHl+4Jl4ujOUZxZaqMrLBIq5uj4jod3igL+7R4kWlDZiQ9Rypmfl34X1/L53WcMKkluPBduh5qmdgusrG9F3P5nywBK93pPAiYab6UfIk9yMudfffVVaeiysTu4LzfDs/zNVlbJb860L6I028zMzFs6pqudL76OknK8sNwMSbmbKXe3FRLu+W88j3KljPe+771iJcNGOsE2ZFDyYni9jd6iVhLfw0SPYJuWUgjJYjApYEKim/QlV9LESSYVpl6v2F62YWGiYKFo2mh5XYwWKwLuYMNRXhYnmO+uomQWenhYWugs+CvYU9iBgm4hSDzCIkTyzY10lEwDtpZIk3fE1LHk+iJ99tBEBTvLxT6jGCmaQYDzbRcnmx28c3ICU0UqwJSwp5IIcEGPbZxoufjS0nlRXTlQHsHR2gg0oyP2OfnNPWcNMnFhcuPHGgzdFb9IAi5EfJmAFL0jfve0/lkHCqGCjE7QSCwMTAsFaWLHWgTLJohGScHMd0I8v+TKtrw4RZDEMDUDpmGjOlLCg7sPyHUilyDj9YJITia++fEeqdXwSr0t4KFp6vAJezTAVJmQo75gnjpmyQBrk/tkZoAaA3pKv8MQZzsX8NxpDVHo4CP3migWu0j0FKZtwk078CMPY+YkKtrVofKJdjbA4i5v59/4TbsVRHh1uStqKjurDvaNFsTi6eHpMj53to7tZRvTZRt+FGOh5cGIYjw0INd3pwSvIywq2Syl5CivKfm5wGsu7x35dz9Pjm5WMXe98XaSmBvGMIYxjFsROdjkRhpob3VzlwwTgr9ZtG9mp3k5u53bRVlFcu3nn++RB94qMOi1NlPZgGAzmvd/NnVvprJlXpferOZuDmh66fVTuPvQIeyYmuipL7CeYV3Oc4d5DZu919Lo5et+8NAUfvPkAl5di7DmGj02HZuvPQVGAM8sRAIcIfhDz+x1glR5qMtrUw3nfA2/07Hwkd0JdlViXGhp8HVli8kG4ngxwQOTtOShJadSBGGdsBwsYFdhrzzXTboCVieLzE6pWKIUKy3NkprnQ7siHB2P8blzCVYDBTJnk7fmxLhv0sWOsomGn+Jz50yxDyIYnWCSRydtfNeeInytgSMTEe6fsFE1RvGHZ13U/VBUUvwks2EV6XACdVjTAIdrFtaiRZiaDsdQCix2YuD5bixgkxyoIqapVKjUEpxoePjAtPKG/5bpcXzm4hLaKV8DaFGKqqXhwXETO8o6xh1DGsa0siGwx7ANjO2YxIGdh3rMND4IXOGC1mBzzy7RatWX2on15d0jZRxrLGMtoCWp+q4SqLKt5Amoh0HlzkZgiuVSXuU0wgRufB774joOVHZQ/hMnOmfRjlwkOi2TdMwHS2jGbdxV2g9bvzKTkHXT/nINu4tkzylp9hsNsfah5Y8ofSrVHtbMhtSa1JBJoMt+kyCRIAo96JEBzb59GqBXG7w+8btDxSc2TPldJ0OR5wJrWwLX+Hxe377VQJEcfH87NZuHMYxhDON2D+bV1wtUuV0IxVS7J1CFavcb7TTzmu2tHuPl1kOYaxMgzPWOjeSBWx3Xui5CZUv2ON+Mcd9ssArzmG+88A14UYB3PfaY5Nx5jktQbk4yzMEr1wIW2j9Swf3uDnyjPgfDjFCws3EPeMiQqKrrMeB0oIc8JyG6fImWQqe1qKy/AEUbKDkhqqUY9dUC/EIXDSNABYYiHGspzs5rGDVtGI7Kbdt+jOMrXXz1bB0zVRttP8S5ViAAFIJHHNtAkWMwNIxVHQEgvHw8wZ5dGqanFDifQ6Xa/dwKcPZijG7bx7uOGLhrl0H3F6m54kjDA5USzs4H+IVPLcl73r1nFN9+dBxfqp+B66rXsTbKFfA5BnEDiA0s1XWcqfvYM+IIyGambOPZ+QaqxVDUXLiWw7qOawVcL0mNFLPdNu4aGcP+0gheKzRwwe3Alw+IRT2m00px/PVI6qTQ1+CGCRxTQ9EyYDpl3HfPIdSKpvQ8eKxJJud3jX2DwTW5L51cwXI7wN3TKpdcbMSIRmM4VrYfKdBxgcVGpmIq6i8JCibXl1IkHJMOnOwG+OdPnEep3cVuU8P2vZN4vh3J+hHJDGdbPi68uoyFbojvOby5wsvGqFomvmV6FEGSCjmcNc6NhhtE+MaZVay2fWwbLeKBPeOwTB3vu2saz51ZQ8Ex8c6Dk3D9CMttT+bvW+/djjt1jYbHm2vJvKYMngsEsfDvgwRjgl3e6jWanTt34u0QdwRYhXEjN6+30g8xZ+6RWcYEKJcX2ji+PNm43Qpljo0Np6eeekrGyKbuWy2TerWNfiYVlJTjz5slKXe9Y7maWFicx1JrEYcf2S8XuYg2O3YB+0b2SQLHcylv9mxs9F5Ns4fNwJoxhoutWdgVghaoRjHw3yaAMHp+C+Mre16hZ3nZUBlEySrIdhe6a5gujKNoWAjjCG+05tENqOJCxp/yHqRVUJiGuOCS4QdUDA0uWXMaG3UEUCRiuWPrEQ7VFOCCMttNfwUL7RATlTE4hiNo4CU3FM/6D26fwlTRyeyBCNTQpcG66rt4ubGCmPuUqiZyueBhW7EodkEFg/Y5SldGxqbraAYxZpsejo5ZbLnKnNA2aMmjBRD3VTWPqcKirISUMk2uTsOgXVHXozx1B0kYYcox4QbAK6ttrND0nolRJgdX1R10wxQPVAq9uc8buZSjZzMvP94EirWCAGdGplCybQQGYFs2OiEwTmUbOX5qfGIBlKmt6JohCilsrOfB15i6icmyjQf3hriw6oGHmXxTHme7YEkDlfPfjNdQ0irrgE2bBT/LQwc+PPk35492QzaufyHl+HIHv/3KEpa6SnrNMXQBonzfvdP4yP4xnG8FeHmxg6ZPdHmKspHifSMxas4dc1tbF4MSo/ze5OcCg+cCGRM8F6i6QguhnLGasxRvpcpVblM2BKsMYxjDGMa1xY02Pt/K5i5zEubVZMnntj9b1Q23W+T3SNpUMIfmQiobpG+FQuTgmK62sbu4uCgNdTYg7r777ps+7psJVuH5+cfPvoLPL4ZoW7tgngxw/1od33toHHdPTcln5FaIrI8JatmoJHmlZs+Y7eB/O7IL/+65V/BkqyDMOPE0NwjQ1qThybSbDd6RIgEHzExNNMNYmqBUrnBp4838m423SMOnz+l4bCbCnmqAuWZBsuld1Qh3TXRRsy0BEagGKmsLDV7qwU06iLI8nNADAtFTFh5UN0w0uBEBLCkixBhzEnz3Th+zEVD3mdcC28spKlYBpxsm/ui0g4AokqzeonXQny+EKDouHp5Wz7tpF/PdNTy/WhD2INPzKKDZKcfEGoWfqWPPSII95QiLUYSKrup2AUpIPzTTFhf1a1UvkIig6r3+efXgaBVFM8ETFxbQjFLsrFVweDTFZCkSkD4rBRIIBHTBegM6LDEMupSZxpxxsLFfnSxjfPcobN1BsVCAoevYWY4w4lApk9tKUbKUP7ucnwJgN+HJLpB0oBQuOWqCf2p+F3P6MlbDpgBVRF1SS6Qx77A2i10sh2vY4VyZbLMSdPFCYwELfkc+d0+xhgdrMyib19eA5PwGcBFplOxXWpicKzstiDUu6yXWUCQ65BHzBPZM4Naq+N+04DUgv0axyTt4LrCRmte3/O4P1jw3qiJ7PZHbLg9jGMMYxjBu7RrNW1XPMPdmT433oKNHj0puvdm+vNUEga0iV4hkTcb76c1UWryRMV1NDcH5PHbsmCz2brU+djuBVdbqa/jz0y8gmNRhOjaedk9ib2Ea+3ftEtV+nkt5n3ZQWTAHrrBmvlLN9vjMFAop8EzjJKq2Ot/C2IAf6wJ04NvVWgfthDVMFNWaRyf1e+r4BUGgq3CcBGMTPt6Ys3Fkm4kyX6+Z+OIrLcwt0RZIFytVUSZ3DCx1Ajw92wQhNg4X580IVVoIGcoiqGjoiPQYo1ULuyeLON/04HY0fH2+BatiCrij6wFuN0HqB/jgQwYO7GCRwoKLqv4aHDPFi505/MkLIXyyBgAhpb7QWsHR/UDIWkZLUXLUugaD/NxmB3jjXIJk3EeZIBLWeClwZtVFHCjDToJT4jgVi9IuFeY1oGIRTKc2xLWeB0vTCDpLONPtoORYmHSK+PKJFlbXfFHmp8WP2LDWHDS9GO/ZPyJAFZ5LPIZ8cE2O529+vKmMT9eJJ89w/cRC4JuS8zqxhhMLOkoFiIUSbY64JqSuMVyLAUxbFwAJSRS5y4FharDLFvykiHOuh5cXutAMKuOw3jGhhSkmqaw528L7do5gmgtUlwmeL08stvDniy2pf0csA++dqeI9U9XrBq1QMeXf/MnLeGOhLdtnzX3/7jH89Hffi4/ctw0vn6/jMy9fxGrLgxfGKNkG3r3dwL07a3d8PbPZuZATjAm+43UtJ5vzesy12ltNMO5kAPy3Q9wRq3o3CuB4q5IMMsjIgCPz7b3vfe+WzL385OcY32q2/MYgIIKI4x07dkgidzvItl4Nane1vopT519HZaqEe3feIw2ii/4FaTQ6ehEjBuV87dsiEcotQFCJMbN7qq8gosXwtK6wxNj847kxNTUlDwabPXnj72obvVQ/cSqWQt9miU1uYUNGF29avOmIT3ZP7ni9b7l6RklYM0qmgz3VaaSxBjspIAhdtAJXSRknG9+lZM7Ej1FLJH/Jb5RMGHZXaiiYZCSmWPNbuNjxEFCCW0vQiZqIkxLChCxFDR/ZNSVIUXUg1P8EKAtg1Laxu6xjyWMjmIhS3kgJvyCAg972Sn7b1tlgZZM6wefnVgVkcXSsLwW/5AdoRhEIPFY3Y13AOASoEOVrUTuO8wZDQCxPL7VxvOGh44dYXWni4K4KHp0s4eFRJhJrmHd98XunZRKZkPvKBdxd2/xmQpTm9PS0PDgfzU4Xs+fmUfd8LHRcBJqOd+4oYEfFUn6IMr3qWOZzQrWTra6nVMchEvn+XXxzIuoyYitI5LRqeyNKaakUiM3PlucvUnTQRAClXiVKNZTyQ1N9znUAVlp+hP/rlUWsdENUbcqwK1Ty12ab2F618ZED4zhSc/CF15bRYpLK8yWM8bl6ig8ttnH39J2n+HE56X2eC4PffcqV5o3eubm5Sxirt4IhSGb6EKwyjGEMYxi3Nt6KmmbQ9odWmgR6bHWPyQH4t1vkuToZUQ8++KDkVndCPcO/f/4bJ/DsmUUc2rsfOya34d8/fQEvLrTFg/zD+8fxXYcnhEl2o2Nh3GhNQxDKJ59+AZ9olBAZJVQIzkqBJ+fbmO2E+Ifv3IGiqcviMB+0lR1Uk6MSJps9l7OQyeOTZxt4etlRNUXml05wClWGuTv83FEH6ARAgw1UKh9mVY/yF1U6FqpNCFFX/NKsiZKZ4jt2WfhL+8axGF1APab9aNDPr1MF8CA8hTY2VE0Uay+pjDQByXzlgobjq1SRBKaKId45E+LAaATNTjBjJRh1IoF5WLqJl5ctfPacLc3XPDj2JFZWos8uaHhoSgFlWqGPVkgVSgLrmeenqDmsYwA/UuzG/TXgo3sIkGdentk7pSQAEESWYqYUY7ZjCaCHyijcF5nDVMORqqpJaH3UTduYLof48A7WOsD4SAkWivCSDjpoCVRFtEE0W+agqJdhbFF3MF/kY8+ePXK8V9vL6GgtdL0OumFbZG70VINjpHAMgjrWB7Ur3YT7F+durtIEp+hKnFK1UsOiv4YwjTJCgdp1glVacRdlw0Ezal0RrFIPPXx+6TTcOBJlTtZ+r3dWsRx08e0zh+BchxVQhACRxrlXx0cBhBL4miv2P9w3EjdiOSVVHVcuF6E5hOwM1HVvg5qG5wJrFD7y737OUsxVZHPGal7XvNksxdzf/XYjjA1jGMMYxtt9jeatIBSzj0aQB4H1g7Y/m8XtqoCfq9fxHsl1preazX+1c9XutPHiqReZvOL+d92PxExwrHkMQRKgbJaxzdmGqrX18bjV6vdUuH5m8VVE45b0/bkGQLvL450LQuw8VN4h+53XK/n6Wb5GQyVSjmNwjWYzQC7BEk1zFlM19uBVOGYMy0jQ8gfy6hQYKQYwdJUb2gQ7JARna7LOIfzULEm27QR376UUYYp3jhzAqFXEr6wdhxdHiHyCzjMCroBgCPBP0M0se8SSM6srJ0YSHNjlYaxKYHuAxTUd9SUNnUCDT5WXVZJoU1kvsQzgI+8yMd3DTQkqXqojfkbRSbFzRsfSoobUNBBpQCdO4EVcIyJAh/VIioKtiW0OD+HXXvTRbBjY81iumwnM1l1cqHtwDE2sdUYrQJgVUVRYcWyqR+rYXlA1zZdPruBPjy2h0Y2wsNTE3u0FfOTIKH7wHSP4A2sRz5xrwA0SjBVJWE5xaKqC77p3eksAG4FIOciKx/vLrRP4xmwTz59ZFDJCebQEZ7qGjqdU+nOlmNzSaUzUJVXNmh1W+RtBN7ZjoNvR4VXLGbkiQaTpUiM2xNI1wIht4mzTvyJY5bNzDXzuYkOdD7qGZT/CJ86toRsm+OjO9cq4VxNxkuCXP3McJ+YamKyQ1KH26+unV/DrXzqJv/fd9+Hbjk7hj548iXrdlfGHaYyvtVJ89hvn8dGH9+BOC35/t1oDH1x/ZQySzdlv4r2GwJb8NbzXvNkkqc4QrHJnxa1mIbJhRWQV1RD2798vKgmXS+ZuRz/EHEBBxCuToPvuuw+3S1wuEeK4zy2cQeB0MXlwTF67lIhxXsZjogR0KEy4aWvHVckBv5lgFV7QyJRMjQT79u2GoStFj7w5JWws3YOZKEYfm10KSKDDKdnYVdp1SaM3R/Vt1uj1NLLN1DwNnpMKjiJ71FcKySGeWfMsB6wMqrFIgzN3SzeortFGwTDxkHUQbuxjxWuiHrSzJmnMdpzYyiyhpfzNqcSRppguOdg/MimfTWsdjnWqOCr+4KeaFzFVqqBsFQQQEsQa9lZKCqiy4XtFViG3R/TseMEQcM6YQ5ahhlU/wJhdlH0imtWLY3SiGBXTxLF6WxRUKqYF/hfAEy/ITkRZOJ5zEVa9GFW7gIJhyWdQFppj7QQRRh0Nb7Q8vLjmCmJ1tGgiQaj8B5c6+NjuUXzvzioWPB/n2wSspNhRIqCmIM3QzYLbboQE/QAjpoNapYxdozWcWlxDYFEtBViLNaz5KUpGgoKljhwTZ57pBJjkdkBbnL0yD5xCPgaHoeSqRXfviqoqnOMQ9JnvW/+occRw0YUFyqZfWzF7bLmLC01f0LhzlCEUOXRd/A4JWHnX9gr+89OzWGkphDURvW6aYq6T4pefuoB/891333FNR36HrxasSADk9u3b5ZEzVvPEiAjvvGjKG71vBktxqKwyjGEMYxhvf7BKbvvDBb13vetdV/TBvR1ZiAR3kzzAeOihh0Tu+3aIK7EQ266Hn/nTl/BKkxLPFfzZK3UEL6yJt3bB1JG0gZOrXbyy1MY/eN++G5L2vRlgFaqkcJ5f0bYhNg1MFRQjjVt0dA0X2gGeXejgfTsqeHHFxXOLHbF5PDxWwLu3jeBgpiyYN+G5PTLWBr3C2RxkTtPwI/zh6XpmX9pv9DHY7GReyF2iQWWH6BG1d72fTG1zQEsesu+Uag40/O4bTXz2QhvbKzoMs4iZcoy7RyOM2DzHlbKHo9PqVNVNzLuZObNZ+rsn2UQ0pZnMsc22dSx2HXzHftoMhWiFdKZPQYPObgh8/jytby6dT8WiBFY8WrP6cGPa9ySomjrGnBTLLhmGZHylGLE1eLqqHt+7PUbBpOUPQRCG2LASbC+ZvdRcHnaULcx3LbHUkeMPDdtLGu4fd5TyTdqR7J42NQk7qvRUV+71qJnjqCQ1sfGhGoiohGiOKNdsFVEayiMHt4xVJhCnIYySsjBig9aK6Cmkw09i4mYkOLfUWdnmTGDWXetVE3mJ2p8rNrojOe6sFfOGsLKDSuAlV2cHfaK1LECVsqHOXQbnjCCWM5013F299msHa/dePaapepp2TVLzQtlNQaedbCa9KdLuCQypY0OY6Vu/CHUtwfPncs3djddA3lP4YM8sZ6yypskZygQ5DbIUbzZxaljPDGMYwxjGre+FvxX1Atc22HsnAeyRRx65Yu/tdqxpCKBgv48AFSqq3C49zysBRM4vncfZ4ByMHTp0w8Cp4A0kgVJ6Zx7p+T7qYQOHyocwZl/7QvrNVL/nftCi6MLSReBAURS+bV0Bt00CpJMQZ9xF7C3OSG59wVvBWtiGpRnY7oyLklzep2X9zHomB+Syj5urruTKC7PeEjqpK2CTlPWLko2HrqUomDGChFY8Jgw76u2XEGmlh5/CSxTpWFDs2coNwezKRjPGp5aPo6QX8eDdKZY6OppN2pkoa9SWl8LSNTw0U8Wz5xuoOMx/qe6YoliM8eDdys4mjFTdtH0qQbEAfPFFHRqtTw0F++cK1b5tCabGBhaRLjkumvx9cYXSIjqsNMVKPUYc6wKSIfAmCFP4QYJKUcPsUoIzCynKVoLdFRtPdwIhGS+0AlFYqQcx2hc0PHggRblA0rVa55EiolNA2bTwxnIXf/TSgrz+7pkSrA6BQBo+/eoy/vp79uDnvuswzq+5eHG2hbobYu94EQ/vqqHKQmqTIMDkzJorlkHbRxxMlBw8sn8af/RqAy1fEb8rZoLpkQiWocHKVd9JkNA07Ko4cGwNS2QMrIs+ooV874GKVanrZLPaDBJZz6S65uWiHcb46mJL6tAKUURcQxh4/r3TVVlHuZZ47WJTlFPqnQCzK12ZC9r/VAsWnjq5hMWGi3/1u8/h4nJLCDWOZcAPEyx3Qvzr330e7zm6HZXC1Vtk3W7KKleKQbJ5TuDJ12guXLjQ62fkPQ2Sdm729bvzNlK/v71kPN6kuJVJBtHBbKzxpLxaWbNBZZXbIYgOZBLHL9ft6He1VSLE+Tt+8hU420yYNht0bAOqZXeGNBMpzywyyTGa0Rom7ZkbHsv1JkJMXJ577jlh8xy5924EupIt7m07+zdv/Wxm+XpXSVAPNL+chCw3e52E7mCjN/cK59zwbzvvnZE7HRGaVE5Z3+jLADIiX715jrEOdNCznVkfkRbBMU1RSJkoVOUm5ie08+mgGbgo2yasgAmkA1PrQtcC7KpsE/BHlMQCbEmzm3nNqWDC4Y3Uhh8rBHAnAkpb+UBmct4claXTW53bUsCOVd/DzlIZjqGUW3RTWSN5UYz5zGqGGWJBK8v5QaUQ+r4TcNKNY5xqdeDFbeyrlkS5hey6Nb+DJDax5q4JUMVPUsy7Mda8EK5WxMEogQvgQjeArtl4YdXDqZYnjdR5L4KtG9hVvlRxaSXo4FRnEZ1ISfsRILOnOC6AGI8d7ewwzHZiHB0zECU6CtDFZim3/FldbWJsemRLpD1Zk2RSMoGhoooCManGfWYPj3YQ4ktzLXxo77g0gDcLNrM3S0dFgrvHYb22m/CaG2KpE8rYSpYhP/0oxaob4mLLwJPnmlhsB6jYhng9yudZ6vw5ttDBfMvH9pHrtyB6K4Lf0ethRQwyVnMpSqp68R5EuwOCJlkUDYJXrsVHdbPIZbzfLonQMIYxjGHcKXErmYi8jxB8wGYabX+u5t5xu7EQaZ9DsA2bhrxv3ej972bG5eZqebWO//3PXsaLLRuVgi32lcyBIi7ERynGi5bkZQR7PHG+IUorD227fjZib2H+Oo7doPIOVTj/+GQAWw/XNWDYJGSueK7l43deD/D5C01R9GO2+MxiB1+Za+GnH9qGUce8xEImb/TyWJKpxJxm0RlHNzRQ0FJ0Re1Q9SaZ70sNoWuYLhKQEW4+Zun89e1Pc6DKYLAh2FpN4FgmLrQMvLhkY8ROULFSHB6L8S0TBQGGU73TgYNO0sardQ2nGwUYGpu/SvnE0li76Hh23sH43q7UAGwM86MvthwE61QoN4wzy82pGCIKiJoh73twKsCXLxTRjnRpRouvO4BDBNQ4Kisv6Ba2O1OY8xfhRl2pJUUq3NDx4V0xzrZ0nGspqM2Bio0DtQiJ1kUjdhFqnlKN1FwYZZEoUZatVKdJuaVAlEEEbJGpTRa1yiX5Pp9vxHVRaaF1ED+L1j9lrSLvze2IdENDzXaw4icY1R2EUSRWsDxMWpSg3akLc5MKKnIm5SI3mS2rrbMprxrm/ZO6/09hnGqsSqLLgmpo/cP6c/Dc5QIAt7oSsqK79mAVz8/WUhbg+XZzbVOqh+b9n/7sxVEMw7wzwSr5NeR6QCUbGavsZwxa4rJHRWBLXtPcDJbi0AZoGMMYxjDe3ms0vC8xRyUIknkqyZ63wrr1ZoasdRw/LqAHWlAwL75dgCqXA4jwudfeeA2LhSWYBVPIwsoeMehlPvm6DVW9z7vnMWrVbmjfbmSNhnkGa1/W2nc9eA+eb5+GtUE1kLk4AdKrQQvHO+fRjr0MMa8JcOVgaRvuruyScTBP4YPHjNvcqLzAnKa1LUVqpjAIVMjowdnsiY1MlBpICUiXpHhgP7P/sdaIevklBoAqufh6im7Sxa4xDaWCAW/UgBcCXqDBdQ0kroltVRtjJQur3QC1gok1P8KRQzGKNvvwBJKoGkuPlZLJrqkU51a5zqIKL66Z7JnOtSovPXa5sghrL36jMkF3rDSBlQZBLCkoXhgnGkxDE3DM67NKTYXAmffsqmItiPHqiis/m16EKE7gNyIsLkU4uMvAzJiB8YKNqGvhXBv4U3sRz5yt43zdQ8UxBJDSbAF32SFM08BLcy3smyjiq2+s4kuvr8INY+wcLYjtzuP7+2r7eVxoePjtF+Zxds0V29aRgolv2TeG52cbaHihzBEnvNUOMBYmsvZ4uGigFcbohFznAsY9FytREZqtQEH901S5BMShch/onf5KnEbWaFhT8Q8dP8Znnj+Pwx86jBLlRDeJeTeEFycoC3qnH6wBu1GCeS/EwWsEq7TcAGeX2ojjREAnPE5+lGCp6cl5duzcGo6dX4Nj6ajyxJH6X62Rn1tq46nXFvDhB67u2nu7xNWC7zcLkmv4oEtJ3s/g95/XbtrQEaiWA1f4k/2NG43OEKxyZ8WtSoRy2x+ekGzqbmX7szF4E7tdULt5Y5pflocfflgSOp7wb2YIgyth846L946wsy6XnGyWCDW7DVxonEVxpy0Nr74WSP91SnHCGPAa797w2K83EZqfn5fmOZOWQ4cOIUg9+ETTXrKwr54hkIXjzxl8+b7xeTNhcqdeqbRjtE0bvUyKqORimEy61UWXzMK+pgrnRUfaa5oNAFayn2z25foZOSjicnPDFxKQwYv89tI4xp0IZsKmaBUnWw2Rk35oahwlk0krv6uXNpy2lcbRCttqJoTJSOueTA5ks8/NVEm6UdB7CW/ubGaGcSzKL46pFiu4JwXDxvtmNLzW6MiDyXIVNcRpF6daCyK37UU+bJNIXh0rfiBjeOfYKC56bawGJhqBj3ao7IU6volOYIE6Mi83PGFAMiH4/bOreK3l9Y7uxW6Ic+0AP3BgEtuymzmjGwc40boIL4lQMZUqCZ873lrAvM/zTYNNpI2Wou5peHE5xkNTBmIz7h1/NwzhFWN4oZIAtyyVDOUzxGPX9gOcXzWwYzyGxUOp3HaU0golMqMU7QB48uIaxgo2Htm++SKIkj2/NPpKPNceZMGyKV+1zR5TmG5A7VChvBteJM3+nEGZj4AqOJRMpzXQduCbJhHaeH3kwiIfZCkyOcxZirmvZq66xOs8C6Rr/VwWVrxfDcEqwxjGMIZxbXGjjcVboRbJvJH3CxbSd911l1h3XO24b5d6hvdUNgJpK0N1SIJV2OB9s4E0y50AX59tSO7yrt011C7DINqshuDvv/7ka/ifx5exHDG/J+g6hFkmaDtTrkuBbhij6pgigcxG0Y2CVbYaz5WCx5p5BWuMRx99VHKP2vmzWHbXg0Ty7VJZ8MtzLWEDjmRzQ1A7QSyfOlvHxw9PYNWNZL9GhN13aaNXvMIvrCKlAkcaw9FSuGLo04/JoinsMT5H9hmrF+aH68aUN30vc2qLYkfE3JKsPwJPDAGhPL9goeOFeGzSRNG2ULQSHFuy8SenbQFUcKNu3GfCcffPtUwsuPSa74MhlrtX5g1V7UztsAfFSDHmxDg85uHEmolOyNo2RdFM4MYhXliJcXDERMWORFK9bBYx511EFx2pyQiUYdw9lsiDCojMn8kUbSVrUgiwTuCrWBPp/CNB43DltaxZ22hmSp8MjVqSssgwgrF114p20kI7aUrD1tIcZX+TuLItQcZrfUXPqUJZ5MnbYShNeRYmrLfGSw6iMELVDxGkrK/WV8oVI8GYUxJLJVoBqRGtxx6ZoBpmLACbYlqWanqzYI1IFZV150Amlc65u75QSKrcAih/jusK6nuRW/JegpdaD765QyK//t8MqWv2M2ZmZuQh/aIBliKv7Qxec/Ka5npYim+nxu4whjGMYdwpwXqGOflGxe83y/aHffB3v/vd13S9v12sTQm2f/7552U8XGeifR5VYt7MEPXmuA0/8QVgUjGqV1yj2Vj/ub6LFy++iKSawMpUbJjPDtYa+e+yJpYa8GJPPrNgFG75Gg2V6jnPubNAI+5C7yjldwJUemPO1Mdn/RW0IhcFneRhNTcEsbzRXRCFlZJhC9ic80diLs/5QWt3HlfmM/XwggCX9awnn2f8ikyqYdIuYzloyXuow9/7e8Y2JTBFJ9Al1USpMQeqyFxkQiMKyJ+i6qQopjFaOrUnmWProuiyGLfxjr1FPPUG12007N+fCviEmZykv7SpyUAU3NWDO4Dza6msq6WahqKto1zYmkyTAy5WmiSOUzVR9fUZs6sOQj3CTC0GS8Mw1tAMTUxMF+EjQn2pLbXLX71nCi8udfEzn35d1D2SiEqZGrwkxfMnQlhGjP/1gTEcX+xgpR3gubN1NN1IgC1c/9JomxQBK2caqBVN3L+9il/6yhn8yUuLyhZJA04td/HKXBv/8KPAew70ASskOP/Gc3N4Y83DrhFHVN9JIvmTV5fwjTNrMr8jjqEw6SlkzGPTFZzpKAVFjXVQCpz3EqQmgfMpdDuzACUISKf9K+B1IoynMVZjJQGar3cIvYP1WZwgCSN84UQTu0cK+Cvv3r/pfNNyl7U2SS48Z/KQNRQNKF6HfTD7DWGcyL6b2fsd00AHITqs0SIFIKKiCl/XX8fR0AlTrDTX11dvN2WVy8VgPyO3xOX1hjUN1bKo5EQcwSDB2LxK1f23K6H4jlBWud39EMV65tw5kfU6cOCAPK51zG81E3GQFTfYmL4RNDG36SceutSpBlA2qiKZPBhB4mMhmEOUBr0mTlEvYdreLo2tq5mrxaUFrGqLKIwohZG8sUPwiyyk9w7Feh2RrRpVb2YixNfmzfMHHnhAmi8MNv/0VO9ZuOR8K/lbagtrb73Nimp6kaXWQh1Rxk4jGKeIChwR+br0wuiiIw82vsXeZ5CAlmpICJXN5qc/aPWJ/V+vonU2cPrHWgLLMBGliYBEOPIp28R4cQKaMZrxynIU7qUx4pRRshyseS20Qxc7Cn1f6c3GwefaYYC678LUbYzbJZnR7eUSanZJgDG5tU3+/h3lMmq2hZ1lJpQ+TM3GQgd4bpnNdnowGpgp69IIpqc9b/IXaXEUxmgG/WY7NKJMmRAYIlHH91Ke7tVGFyearngFVggcARVD2FSO8NRSE39xT19Wetlvw01C1Mxibz8JWplzWyiYKTphMVM5Uc3juXaMeycCxPSv19R3w9R02I6N1NQEvEV57RzCFaUx6h0ff/T1DuYbBr77EQcHt6ntRVlSwWRivkW5ceC1FR8Vs7ElWEWUfaDOXXXoczAVYIsF0LV/z6iYQlk6P04kweKYVGLE+TOwd7QA0zLQTjKp9+yUo9flRMnAzurVAQXfjonQxmCSQ8uD3PaAbAEmRXyQncHCfSNL8Ur3rxzA+HZJhIYxjGEM406JNxsMQiY71RV5nb8a259bPb4baUzfSNOZtoRfPLWKs2tdzFQdfOuhSWFUDeb3v/WNOfzqs7Po0naGsru2gb/z3n342FElB7sV+D5v0nLefu3LL+I3XvegGdw2m4CQ7dEGRimBZNYmGxJg5kc3Gtcqm503z5lnDJI03r+zhjfqnoBFyOjijDMXLplUAVGg4jGnX+Mxj6Ml5hcvtPD0fBtLbiSN0AcmS/jhI1OYGvDkznOabxsbx6cb57DSVfUjIx86p6LrR/ClO5tb/WTKKRumaVBRZbPcJ1cdZFCeuu4xJ9ew5qX4SjfF88urKBoaqpaG15sFUSzMg41PBfnIfk+AT5ycxIGai6OTHnaWaSd0edUMsiMfmAoE0EHwSytQ6pMXXWAtjEV+uWb2P3TVN+CuAG7owauuwqnWULMq6BaKUIaQGuIkQpj0/eqpkMj/CHhRxAdxsJdpIcBDSxQQPjVSqZE62Xto58rnwyQWUL2rRSgYJTjZAgMZgFSb4bwS9KI+nbomGtykLbWSKb+p3NeioqZlyUIFzxE+ayCBoZdgOzpGjQTl2EDD5wIKZzZByYqxw3KwwxiDYRJo0hImYX6g+X9HN6Uu4jnGcfPBunuzOFAeE3WVIInF757hJbHYy+4rXrssvVps4HY43kvrZ3rZExhE25/+6alJ8z0nkdxpkV9jb3ZNw/OIYBQ+qPw7SMbhoh17WFTOGmQpXg1xbAhWGcYwhjGMWx85WYq577Uuyl2r7Q9tGe65555rJmjdDjUNgfYkufK+d/fdd8u9lfetG1k7IhikGdalf1s2KvIYzIHDJMTp7ikBq+Q1Ctdo9pcPwtGdq1K/50Lsy/WXYZQNVX9lvWKu0WzVH86zpCvZ0L8ZYBXadLA3SiIxwfHcxpheQc0qYy1oKTCNAJ/Zn44xY49iOWhK/33QhpWgdi8NcKx9Cl7qSo5HZZY9xe3YU9ixbp7znEb3Cnix9brk5uvp1oAfGgijruTo+QxJ7ztTw8/df2gZJEosvbJmULF/kKCseusjToQiCTARoDsRzoSLKJkmtu01YG9LkOSHICOyCkhlgJA6M5rif3lnjNfmNJxe1LG/xjUKte6HrdZoPGB2MUEQpSiXdcBJUXMK0Io6QLC4r64DisRM9RbWfTYcewSfOV3H9xyZwu6yiZVVV2pj1r6mbQhQKMnALy9dbOFi00cSpyjomjwXCilUR9kGEj+GZupiTfPKQgvH59U5PjPiyLwQ+LLcDfHfnpnF4/vGeiCkVxe7OFf3ZB2CYA3GVNlGN4ikJpFadkDFJI0SBF4Iv2AqojVBRAaJGjbWQqromBjTdXRTWpUq6yOvG0KbW0Kj7aK4bRLRiPpeRlEi7gcEqrgkP2salpfa+MNnz+O7H961qbXOjqIlCv5U5ufnm9lccI3qQLWA7cVrV5plNUiiCfe57YUCWOEaDa1mJysOto2VoOkGVroRTEMR7R0qAwUpigUT9+25VK3mm4VQvDEGnTGIH8hVl/ggWcx13UsIxldTV7Euerus0dwRYJUblfJ6M1mIbISSUUaWF30PeTJdT7yViRD3gQkQlWFyVtyNgmh4rJaCeTQiMpzUcVvFkvhc03onP54EqoQpm3CKV8XbbzfpYCVcwpS9bdNt5+/lg42JVW8Z0wdoU5Lb/vTncX1bqC/1zGdL+o0xEPOxXO38cJ7ZPGdz9/HHH193EWFCVtFraCeNzDpFjdZILVipI2CVjcH9YHOx3wijpFqMDhpKXWWTRlwBRXhxF6ZFZY58Q4Ce6IiCGIaji9pKLsMxCFG5Lo2M7G2UP5abdP8J6IbyJCdIZnPYST9M3cRkcRQVuwRb5JC3fg/RzK83l4Rld3BkG0ZsR1iVBhVeMhT0xj3icaRt0VTBwlq6Bj0y0cgM5G1NlzNq2S1i1PHhcNxpimaYYs23UbPZdA+QVoBlj5JrMQKDzVADNm1sbB9zvgfbTqQtaxgWHpq0MVGUtBJRQj6iL6APHjdaJkkDLg6k+cuBlgxLmqaOQfntjOUnbMQE79tJBillUURMWnaK99OKYYnCSskoQhMfexUWLIzHNh4fi7CCBsLXlxFUpkCDe4JU6FvphSkqBQ3fmEux3CFbtLsl64GjKGMEHTQVMj77JFN0c67vRjldtnuLE2seQTMpxgqKYXt0sojjqy6KtqEWcNiUFuCVDt1M8R13TaKce0PeQfFmJUIbg43bQdUlJkJs9Ob+8IzBRi8RvhuPOwvkvGk8jGEMYxjDuHXxZtYLvBcwT70W25/bTTKb0qrcBwIaNvrRX29Nc6Hu4qc+cQzn1tyeZO+vPHkO/8d3H8V9GZD3ibN1/MenzssfRwrqXt72Y/zil0/j4HgJ98xcmg/lTQeOiSCh5557Hp8+r0EzDIwWLcTdEAFBxKwh4gQlwxS7SQZ9sIX1GBIQruOxXdcGKrrRWnt5eVnmmYo1R44cWddA+cDuGs63PHz+XAN1n2B7oGbr+OEjk5jtZLabGyKIEjQCgh2Y6yp/7mcW2rjYCfHz794NZ4OMMf3j/9o9U/i3z82iI0omma2lBmwraGiEtPFUzUt1yAd8Y/plzrrYLM9NN/yDOKQzzVQYcBxSiVLVCXCioRrMG6qLDVsi2F3D6/UizrccPDpDi9DLz/fB0Qj3TQR4YdnCuaY6/gLkoKVNT61D7bvC3aRwYwP1QMe858GLT+Kuyg7AYDc6qy1piasrIAr3mZm7asCnaMWuWGqyYWsbFhzWT6w3snMjiEP48FXzNI2wEvhYC1wBlnPby6aPeyr7UDIc2a4sTqSAn3pIZIGCyi68rqjGrVItV6qd7cjDsqeUNPPDzYp4KWzA0UyMmEW4GoHrMaakb2CgqtUw4ZVRn2uiXm8g0gMYuww5EciCtXTyCZWSTdUuK9sd0b7cPA6UxrDid3Gys4ZuoohO3MbDtW2YdK495+Vns/ZTpIzBJQgFABLFFY3HoTcl8hrD4rUqhYM7ywJoEHz/ZtsTDJJx9u7dK5+bsxTPnz+PY8eOidVyXtPwvrbZgugQrDKMYQxjGLd+jSbve3GR7maDVQbVFQlSIdDjesf4VtU03AeSoQmioMoHe3c3g+i8Eizhon9B2bdkOWTVrGFPcX+vT37OPYN21JbflRViim7cxZnuG7irfGTT+/sg4J1KASfOnUD5cBmmQVCyhiDt5/991ZA+UFzy0TRBza6JEsmtOi85j1Q1oH36O97xjp4NYb6dR8YO4amVE2iEnZ7K/LhVwX2VPfjy2rFL7S8lp47QjJvKulP2PcTJ7jnJ8fYVLz0XtzkTWPBXcD5aEvX0zOQeSWxCC034BoEBmZVONneDqyHrssstSA2DpYmWqYjYrA0MgpOkkhB1wdXAQ2qo3J2WPIaxfkMUbcl5s9VCiof2pTi0LUGnqcOPDJTszb8vtPV5+Q2+2cADd1kYqeiKhKFrCEKqcag9yw9brvg+MZKg0THwR2+s4bW6i8eny3LilCi7zpyTdjsWLUZVHUMVFdePoZs6Il2DUTJRoQqpH6EbA9w1KqwYhoZnLrTghgmKpoZzDR+l0QKcooVqycbZKMEfvr6Mj901KXVQ06eyO1B3Iyy0fCHVTpYsqccJaHfl/FVAIJ57pdEiShVHDkRWpqIVAa+1I4wYPOYFUbI3Uh2lNMV0wcK37q2isAuYW1yFldTxddPGcdcSdckwiJBGMUzbhN/2UF/t4BWCRtxoU7AKz92/vHcCv3ZqEYueqmc4DCr6f3zfxHXl6NvHitg7VUbHi7HW9eGHCUZLlqir3LW9hlfO12HRlsiPEYu1QSrAJF5Vvu3oNhzdPYY7Ld4sQvHG2Ki65Pt+b43mlVdekfvkoJIk15I3O4Zvp5rmzlvRu42SDBbEtMxhIfze975XpEqvN96qRIgAFbLiuA9sTG/ch+tlIbbjJhrRaqYFkoMDUtQjMtDKqJhVuElHFFUEqNIDRyjp4U7cwng6JQ21jcGLBYEfX//61wX4cfiRA/B1NpDVp5HJ1RdKzoEceZNQSRY7moMR89oZUluN5UpBqb58nsny3GoBYJ16St7AI7CDTcQMhJP/XYFaclue9conHqWeNwGryJY6NuKiB5Py2myiUeLZ0KGVKOPs93wHFe62n9gwqdnKemezyI+AAqPkG8nBKQO23UTpUtXlCoAVQXQbjgLXDMyHynL7M1P3XFEi2VedQMUsIk3Y0GVj0kKudraZzDKTED4sw5Ym4V1WglY6gpdWaFElrUO0fAsraSTsv6SgY381xLYSQTCaSMNVrBhjDvBCRFaohsPjPnZVI1RtDX6ciiz64VoBBR1Y85Vv4TR9I9GRfSLAo2BYaEU+vKTTG2cjoiqLgYJGtiI9IdVx31FOsa1EBDcLCb3v+2lY0gZ1DBtmXERFKyCi9zvYgDZhjdr44JgCjZGBvFxfwiutOqwCk60UjqXhjWXgqdNqrlqBkq/bKgi0GcG4nD9sBCuupALfXE/cM1XGofESXlvpYl/NESTwmhtKUnpkqozffnEB+0cdLHainiUQ0eWU2/++B5Ra0Z0WtyoR2oqlSO9eXutzliJZHCyQCW7JG71MfHgNy5Og60ly/+W//Jf4vd/7vZ7UHe87//pf/2thiuTxwQ9+EF/60pfWve9v/a2/hV/5lV/p/c7mw4//+I/jC1/4gozlR37kR2TbbxYzZxjDGMYw3q5qkWyqvPHGG/LgtXj37t3XPc63SjJ7cB8InuA9beM+XG9z9+c/f1KAKgTCMh+hkh7tfn7m0yfwP374EXnuj44vyPP0+c6j6hho+jE++eripmCVnhXM8rIQH2qTM2ilPhzS4jKVuTU301rMgAi5VSMbRGHMRX0NP3D/DPaPKt2MN7u5O6jEefToUZnnzSJvkrKhqayLmANHODpWwKfOavBi2tZk9QxBEiHVMIGK1a8JrUTDbDvAUwttvH/nyCWf8fBUGd86muBzDRMF00CBKiMFU6SiTTbwWnl9tpGneO3ndj4vooDDY5HQFiYVtQ6qJPYtx3uIgw0x+Jncfx1Pzhdw15iPipWiHV6au5D1+MBMF6+umTjVMFEhu9AIsOInYktKsIpIfw9YuubRjQx0Qg2LXoI32nMYsU3squjYXVIqjKyvyQ5lXUAFT3rZr/rdnpoh6xwyEWMjQYWKJLTYjFx4sQLU03KHmH5ao3J7nAc+Xw+7eLV9AQ+N7Ff1PZWBUtYz/REGiaf0VaRuUc+zBqwHXYSpqo1y6yQvNuCJsgswYUd4bPRuNKKWAGX4bMUsYaRWga1b8t1mX+NCew5dx0ecAeg5vkmnJgAa9Vlb91vEvmtsJw5XJjDvt+UzdhZHUDWvv8djprbIuytQTi5YqliVAlTRlI2vOsUy2g0B7LEuajF3WvA43Op6Jr/3sFbh4+DBg9KfyVmKXLRkvTsyMtJjMrL2YY3DmuZaFcTyGNY0wxjGMIZxfZGDGm/2GgiJWARTs1a6Vtufzcb4VtQ0vF9xnYlzw31g/+1mjMuNXQGqMF8jSJnBnKMZNbAcLGLa2SaqK62I9o3auv4yg4AVN+6iZK4fj7wmO5YEihL4sffBvVjT13qA4VxFXoXqZTP/YSiVeALRHewt7bnm/dpsLFczP1wQ5jzn58pmRDyOlILpzLnV74AbRZKvzjg1nHeXYaW049T6yjFaIt3w3DqIc007oHPuRewubLtkjYtzfX/5IE4srMCqsI4hEdWCrtkolzQkUQu6Fl1S0WxuH5k7nOawlgzUnv3d1qkMQ1W//voLgTBiU6TpAoiXWlPKGQLTUyEC9Me6HpbP9ZWREn+2sdQ1YRoxLAJrBsbDvP74nImVDnBkv4bpmilKiueaPmwHqBRVlbDukGUgfG7LtrkOZOBsFGJlsYW9B2qYm2ujLOqE6rWdIBIgzZRjikKnXbaUdREB/qYBi8Tcpi/jL5VMOLYF2zZgJSk8N0KpYkG3TVHm5OdWCia+ONsSxZD37RwRYMpi28cr862erSyVVoqWjm0jzCUDuIEC+xuWAaeSWUNl5wX/7TiGqN5zLWdXxcL794zKHNDad8wxsXvEweHD26S2Zw77jsUV/Nyfz0ovgOt1BOAEHQ/NC6uyH1Q3CS9z/ZwuWvi7R7fjeMPFahBhwjFxtFaUmu16Yv90FY8fnsbnX5rDgckKCraBRjeQGvEjD+zA737tNHaOl1EtWFhquEK04YlXsCz89W+/900Hsb8ZwevIjazzX284jiOEID5ye58cvEKr7lyZJV+jYX1zIzZAt2M9c+dVwDfQOL1ZxTNPAjLQWfiyGN6/f/8Nf/FudSLEfSBKlyfj5ayLrndcrahxiYQbExJKpvFvBKvwRr6ZXkeusEKLm4038jAJ4EyYCA0P1UoJRybuRqQFCCJ3QG1CycwpZzcCUwoibUfAAp+nFVFJr9ywvNzVNnbn5+dFuYbnCc+XzeaZAJtu2hIFEgVNUQkWZYED3YedFOHpebNv8P99MJCaOzV7TPhyIMslYyZox4tRpp3OwHtzVQyF+xgAv2TNMzbhKZ92NYCV/HN7gJWebc86kWMBJg2+J0+4tjQakvu9kuCL4lgNRUBKCohD2b1t5VFsL48pOb5Eqc0oKW6CKPQtEjv1DG2K1D5LuoQHJkrS4P38BZ7PZPP5qJkxxh0bMyVg70hJ+TTyrzZQ94kY97GrDIylEe6bJLNPsS6ZL+0oOdKIn23HCGMljd6J1FiorkKwClm0rkgA9v0FeWT8JMKhWgmrHtCMVNNzusDGviHy2pZhwdSZ1KqGMfdXbqsGk7cYie4i0SJRcuHuOVoR48YkCoUCdm3bjT99Thc5c/pYUqLvwhotg7LmfJRicXFRbohbAa141jqZyPiNBhm0P/LgNvzJ6ys4ttQRubp9Y0XcO+rgP33yFZyKdCR+gKJjYtf0CCaqBbjdLhKNyjTXx+74ZlFWuVzwes9Ehw/KX7LgpGpYrrry9/7e35OmLuUx+drrSYaY4PzET/yEqHixMPxH/+gf4aMf/WiPAZnH3/gbfwM/+7M/2/t9sHjkuP7CX/gLwjB54oknpCD+4R/+YTk3/8W/+Bc3aTaGMYxhDOP2CxZ7bK7drOC2KJHN5u5jjz0m1/8bibcCfE9VEubZBFtezrroemqa2YaHF+ZakpewecSg1G/ZNjDX8PHchQbetWcUC+3gkvQ4rxEWN1ETYU79Z6fX8DuLRfz3T72Gd+3Zjr9y8CAqx46j7qk8jTLDo0UTLY9N0VR+/84DEzgwXsL5poeSpeNb9ozh6NSlTeM3o6bhPTtXE73cPD8518QXLzREntkxVCZLYM0fnVnDTz44g8e3VfDExRa6ksv2J41gk8EaKbd5PN/aXI2FMWUrgMtE2RaQSh7tUBnw0BIo2cjUy+yV6LG+fgIuMznZ+4VVySa4MAupPqKBIogKkKNeOMgUvVyw+T3XtlF1IpTNGGs+ASjqb44ZY0fVxZlWioW2LlLWlFL2kwSWqKLQd70P9hjchRzoURfCZCq1ZDdKcaKuGrB7K5bUX5Eoh6SipHLRa8PPvrdSWWpA2SSgBLBDAx0thJeGss/8DDfyRb2Gr6bVq+yvpsHRbDSjLtbCjjBPWY/2bULVePk7qzMnqSIy1LHlMWmHtP8hQEVHKzDRjVnP0K9dsfI6UYICljBq61gIGqIuU7WAgm5jmzOFKWtCWGcjoyNYTZfQDroyVv6d6pq8LmnMXesNhHoiihyb9YW4L+N2UR43I1jb8aCEmp/tOwEsVMy0EOq+nIuqdstrbg3tdgfV4o2rJX2z1jMM1gS0fuCDwXtcDl55+umn8VM/9VN48MEHhVBE0tlWCqKXi2FNM4xhDGMY1x83WwGf/UrWAzMzMwKovtF70VtR0xDAzrqMDPutrIuulxhA1Xv2xY1LyMIR1sIVAavQAkhZQq7/3JwUHKaXEnWDJEDLbqFVa4nF49F3HYVjO1jrUmVfBVX1CDTmmgyjoBcx6UwiSWLJFYtGEZP2ZKa+9+av0bCWIZmYi71UrtlsnrmN59beELC2o9sZeYAqMz6+0TyLh0f2YSVoye95GASqCAl2fX4p6xdpBC/2UTYvBcVIPuoCbrEAS+uTjlVukgzkJwMFTf4zIwYM7jGtS7l0o/T3+y9lXcQxBuLzk9Uzcjwy8FK2ESMHEonIChVQ+DoC2jdfvysXIqwGJhZbFsaKMWxLnZ9BrKHu2mjHNnbtSDFSiTBiWkLmSDL1FtNQ2133Tcv4yByFbbFqIFEghRvGmJwoiJrK+dNNKb44Rq4DjJUtrMYJqrVCf76Yf0u9CRSLJqpGhKBSEGUVvpfKLiOjDizbgO+GPYALCc9U+nxqroV3b6+K4iOtg7guQXVPjpdkZCq5PL6nBidJcXrVlfretnRYlgIwFUsGCgUTpqnyfKU4ouHFToiddQ8vrrhY6IZIohi2pglg5QfvncKOioP9O7fhQ9vbeOKTJ2DauijCeK2u2ALx62+ZGhYWFzFVMWVNZ7Ng7+DB8ZvXJ/i/f/QIRss2vnJ8AW0/wnStiA/duw2fffIEvvzSosxb0TKwY7KCmbEKkjjAYoPqmrgj460gFG827+VyWR4klPHaz9qF4BWug/ziL/4inn32Wbzzne/sqfVea9yO9Yz5zSQxdzNOtEHbH54MXLy9GXErEyGefDzpmAhtlDq7WWCVPAnZGNLMy5CzhqaaN+LoPQBKUSwoerutPz29xMWiNwdnVCUwPOnr6QpKqCiwALebyztn/5WNKsbMKbGR2SrYsGtGa6IGw387ehGj1jjsgSRhq+bF5c5LPk9lAkrRshmSN0s2C9r55EopPahG9pGxFsJGQeyAAt3rAT701ESSBpeAUiQJyUAZTP3YBdOJ9s2BGpqGlcU6KqPl7Fhk2+sBV3JW4IDbIRMu3tDzv/UyHmWrk8sIbjZX6wBJ4h+fwZEyO6aNwUYom7BbRf4uIo7zz3V4LjFhSAJ5byEDbQTZvApYhWMdwOGs5zjynFXnuTRvNXrD+yhqReypFLC/2kWHqkCWUuaZLFjYVy1Ic7WTfW+pyjLmMIlNULFCTEyQvajsgrKDgVFLE0siU0/gC8JcNdDV90JtZ95vyREl8CaXzyYqO0oTmHqIj+/diedW24KOvXfcFzahYxbU8cv3LUOv58xDkzZFcrk34PA8igJ4cQd16Jgw1Xl5ZLKMPz25igsx5acN8CvDlIeI2ANVTRCcvPbl3nl8XK13HoMgnLoXoWwZsshzpZgoWfjhB7eJcgpl9qw0xV/9f38Ob6y5GD+wXWTyW90Ar59fxcihKTmuTChH7kALoNslEdrsvsT7Q36P+J3f+R18+tOfxm//9m8LaIXnAFkI3/Zt3yYPJjdXQs1+6lOfWvf7r/3ar8m1kUpZ73//+9clPoNyp4Pxmc98Ru5hn/vc56QZ8dBDD+Hnfu7n8Pf//t/HP/2n//QtQT8PYxjDGMatiJtZL9Ayhw1R1jIPP/zwTVGmutXge6pcstlIkM2VrIuux6KITSjmj7TaGQwCKcQ2RRhYKfaNFnFise/tzkiyfx+aWN+U5Gt+8atv4E9epRqLCcs08Ien23h66VUcnijhS2fW0M4ASWL3k6m0/PS79+DbDk7KZ28Vr6908JsvXMRzcy0Bs3z00CS+7/5tPRudHHBzrTUNwamcZ54jvO+T8bNVPHmxJc28Zpz28nlmfZzDbyy5+Ni+UZxt+ni94cnnVW0Do7Yp79k4T3z3qGOg4Uc41wpQNHUcqClfccZuJ8WIkeJ8y5d8Whhzlo5uRFCHhppjoBXQTpJ1A1UOySjs2+es+zzBXmxdz2yMcjanzOvZnBycOnUebLWN/NNTKiWjkGooWwn2FmI0AtYr3IcEYwWee2Q5KttPLgZwRqjoQosjKgpKk3ld35pAkxQFM4GlKdVBDrNgJAgTExc6CaadEGluL5tquOg10M4smOg7zrETrN6NImm2B3osFqWUuc7nnUECijoX+7OpGJcE1dC2lCArf6C+XE9N4EIFjUR9dOW74kYxln0LzdAUkIo6BmwY67DpfZ6meLWzAr3Lek59t4q6jj3lELPpAhzdQc2syvZZv2kma1SyGDNQT9aAbte7eP38G5fYXl6LtaUyT1qviHolwIooqQhwRxM1HM2ilWlmDpSplwqTVRrZN67C9VbF7VjPMMgU5GPHjh2ivkWiFmua//Jf/gt+9Vd/FZ/4xCfw4Q9/WOoZ/tyz58rs7mFNM4xhDOObOW6GWuTNqGlyyxz23e+99165zt9pazTMA06dOiU918spFzKuV5GGeVn+/nXbyxToGbamFLrZm6YKXm98smajSe42GF7s4Vj9GDzHg+EYUifMRrMYS8f69j+XrNGUcbB8EEVza1CwgP39RXkw/yWYZXthO0at0b66/Bbn36Al0WZB0vbx48dx+PBhsRHcajvNyMWq35J1gjbJ0dnzXFmhkiDh2PuL23G8fR6+gHg0FAyH+omXrNHkFkIkmRLQHSQRqmahp/rHKHcjdCZieEkzA4sYCBOCHqikbkgOHibqOJmGLmTWQZRK/mlSf2Z/YF6ugAL9sfBflp4gjjPQUgoUqeYidSLrmliUG9VxAMJU2ZgO1kiXKrmwBuBvOtZcE3EngW4qVZq1ji42QBWHapAaGkGMbhAL+IR5OU9lrj3w/Uk+8kzU3w0UoNsPeP6pNYXtVC2pOfAmi5hfcqHbShGSyiW+qVbCCOjI95jAETmDLQPt1IGta4iCvspPYjAvJyBHR8IcNlN1KZoGmoFai/jzsw05p0YLJoI4r9X4PUyx1A7w8x+7G3/48iJeXWjDt3S0LR2jNQsWGQY5aSLL7Wl71I2A/3m+KfsvZGzDkGWyN+oufvOVJfz0ozulZn9k/yQqOIbVlY70uHXdgOOYMKIEeycdRO0VPPnkWclv8zWarWwvN4soTrDc9EQlZbS8dW2fBy2H/vqH78Zffvd+tLwQY2Ub/9sv/in+/KULSJ2y7IsbRDgzV0fBMjFWMUV9ZpyWSHdg3C4A/I3XN67D8UFBhF/6pV/CZz/7WXzyk5+UvxN8x/WRfI3mfe97n5wfd1o9c2eu6t0AWOV6/NfzIECFknJkkt+o7c9blQiRdUipM84Dm7pbIfCu1HTmhdpNuvATV2AOVC6xBrwFi0YJXtJd17TNEwZLK+Cidx6duCkSvcJ8S5QscQ5EGDGpjNFvdHBu5lrnoTuayF8xVJsoQSdt9Dzke+PLkgECXJbCWYxZ05ckVvmYloKLYkmkQoObtOH6HUmI5MahmSjpVRTY+NqY2G3R2CWaLWeqPv7441dUHxi0Lrrkb2S9aQFi+nAPYGPJlBuc196YsqZYR2/0gSi6DitxRIqYz5VqBZWQ9lEkciywSRKypXB29rmD6ij505cAVrLzQOVCiUKV9mQAN3zWVYLSOpEnyjtlqzDQGE2kKcrkgQ1UJnQ5oMWPAxhmQcayUVVHSWErn0wBuSREfSeItQhjtoOHJ3WcbodwDBO7SxOYKFZFPo3AlhQuuhE/OxUP9BHLwKjjompR5SOzpso+h83z8QJBFUAQ6Wq6s8YuUegMfrZY+OhWX5mGBUQcIkhj3FUr4QCVRKIYgbUCx1xvt5PDnbgf3GYus51/jyU5NS14qZdZcYUCZrprJsBPfUAxUOebCf78DWChpWN71cZffWSXWPPk3nl80DuP38vcO48P3rw2HnvO/1fP1vHVsw0Bq5A5+86dVXz00LjItl8pckn9//ZnJ/DGopLiM6IIabEA09DQdQO8Nt/CtjEH3zJlimz+nRi3YyK0MVj4/7W/9tcwOTkpaN4/+IM/kGTk85//PP7dv/t3wgBh4XetC40Mnj+D8Zu/+Zv4jd/4DUmGPvaxj+FnfuZnegsJTz75JO6//35JgvL49m//dpGc43nJRddhDGMYw7gd43Zo7A42RG/U9ufNGN/V7gOb0idOnBC1L6qBXWkftqpp6m6IL5xcwVLHx57RIj5wcEJYQYx940XJQ9bcaB1ghR7XzGeW2wE+/uvP4fRqVxpvbS8SlQ8ytbwowVjRwseOrgerP/nGAj7xyoKoSDBfVaopCV5b6eD1la68Jt8XsrYYJKj94hPn8IU31vBPvvUgStn4NgJVfvqTJ9AOYpFsbvvAr39jDp94dRGFgmpyPrazhu+7dwbbN2kabVXTkNzA+pc5AM+XKy1Ez7cDAZ7wVWQXMgh+YONwruPjV15eFODJqG1Irs65pCoeX8M5I/CYR6krPuI6Xlrp4H+cXJW5IjBkZ9XBj90zhT1VB0uZ1U1n4JTj+0ZsOsYnYj2UB8HX+dEfVJFcDzK5AuBkAOXSJXsvSdEJVF2zMTZ3Tx2kQrJZTEsdKi/GWAmUN/yoFWGiFEkzlTU2G8asJ2jLY2SvNzX+VGCUXOabwUbvmBP02JQcLI8Ba6+SZqMbBWiFrGdirPga5rpAIxROJapWgumCAvkw8w5TAmSockrgPyHvg5+jtssmZyq287n8OYEkXMywRNlSanypXvvnDPc8Bpm7CSrGKEpJBUtBE3Oug05EQEc/+Bv/C2MN5LVIrUxJckORHjpxijOdGPvKOtbChoBVyFqd9ZfQCBuiqDJilzFhj0iD19YdHNp/GIf2He6x0gZtL/N6ZislSZ5BUpNncuyi6pnY6xZ0tgpVEWbfW1OBhUimkVqS59qAek8UxjA38aC/E+JOqGc4PqpD8fHcc89JncHagfXMf/7P/1mYg2Qq/uRP/uQ1bXdY0wxjGMMYxq21NmW/nesbvPdwfWOjZc6NxPWA3K8n8rUDAsOvRuUyV1bZqAiWr9G0o5b8TjX7ot7vz5aMMlawfMkaDf8r6WXMuudRj1ZV7ptmljYCD1a515g9LlY9g593fPE4PMuDJsTWXCE/wVK01HudUiJX/zHacRsvt14Ry59pZ3NC73n3PC56F9X7oaEVtdBqt5jVSr/c1m3sKMxgZ3H7Va/RcM7Yq6Ty/ZVI24wwiQQQQnA289hcz1A0A5MIi34Tr7XnxRaT6v38SNqaliUlpBVQplyT7fuIUcVXVl9BNw6k507gyu7CBO4b2S3zq5WphOHJ6xVuOZI6idvmewb3KSZoJbPNVPvbOyqinmKafbAGf6cjC+uFdAPAhMFvYJdzmuoomYrMnIMrCNywtQQ+1Q4vM1esr9JEgxcwd9eQmBr8UEerq6PtaVLPZZAReImyshXwTZjCNjUEkbLKyTkVPKRhCKy21btybLzYkgYx9owXYG5L0XKJdAEmRh2UqRwpQK4U7XaIDiXss/PUNA3ErN3LltTdA2dLz36I5GwjJXCfqjSa1NOsOVnvk5zCMdEOiPUo1zgIJll1Q6ljj26ryIP9gl98YQ6zUSRrFb2jwnqfQ6WyjS4anzK/Yn1K21XuL8cexMCai5NrLo5MlLAQpdh9326U3AhJEMFdbiJseRitFfDj334fHn90jwgqcK2aNU1ue0kgQ17TkGy8WY/ka68t4A+fOYvZ1Q4sw8A7D07i4+85IKr1V4qRki2PJ16+gK+fmMdouYDQMrEWkJxiwA9DnJqrY+d0FQ/sKOHw9htT7v1msza9luB63Mc//nE88sgjsj5DKx4qpXCd5sd+7MewtLQkte61qCffDvXMNwVYhSfXjSQag7Y/V9sQvR2ZiJThoTICmSJEkeZfOj/2sRauCXihalblke/fZuNi8rFIgEfc96CuRysYMydRMgjK4I14FM2orhKcjB2lGl0mOnFD5ONUC443b7LcKFVECWcTI+Y4asbYugT0lddfxtRdCp3bB3XkS/m8mSnrnEFzHGUJpAsoYi1awoy16xKQAgE1TOjUSLJGmyhcJIISLphFGWszXkVqjKHEDOIKiRCbX2x88KZA9uG1M1U3SLxlYJX+p2SgAyJsoeT0BoEunIsIwXqmV2og1D311lKEsVpNzdNlMo7N/pR/zuXet1ECO0+AlYJInu7mmdXWM3C5j5C3pTFOteZwuLZb5AJzoIoAVHgMJdHQoYvEHZMJQxqY7bCLmlVRMt5yPseIKFdmOqLW4sZUHVHSWTx3COYI4Epz+PDIDCpWsScBSOudqYKBBbclSbNJABEZjDowUyoLmMaLE3RCT5KyIAkRxDaqloE01uEmCaaLqolrQSX+o1ZR1FVEolG+o0QyK2hWzSzgWL2LY3UXZTvBe3dmtkXZ/wf5fTlgJQfLKAUcqvco/1F+19yEXoIhlpMLwmzcXiMAJ8ZMFbhrGnjqVAHv3jGNo5OlTb3zqK7BpIjsbC58sbGbsxT5IKCPQJXfO7YkUulUPaEn46dfX5Wf33ffzFVdSykx9/K5NUEeO7aJtNFWOjSODbvkoBtEeHisgA/uvDmS3W9F3K5MxM2Cx52NALIS/+bf/Jvy4H2CLIVrCb7n7/7dvyvgTyKA8/iBH/gBYTlwYYyFO9G4XJCkjyKDBeZgEsTIf+ffhjGMYQzj7Ro3CgYh6JTAAzYybobtz9U2UG9msLHNopf5BwvzvJCmusUTp1fxwmwTIwUT33F0GtNV57Ky2S/MNfGP//QEljt9G5+9z17Az3/n3TJ+AlX+2qO78W+/choNN4Rt6sqDGcA7do/i//jiGwIioHIJH36UCIBlvGLjgW1V/NT79mH7SL/pMzc3h1/+ykl4cX/pP4q5GJ/l13kaIKy4vMZRuTQbfV+/2MTvvDSPH33Hzkvm5Te+cVEaa7TFEdZlCjS8UCyKJjRbWFOfP7OKY8sd/KtvPYTx4vrF8I01Hz+TgCbmd5Qi37nz0s/cLJi/MucfdA412KQDxEecDz695ivFk4KhclcCTAjOaWUWPgSttMMYX5vPADzZc2caHn7pxQX80N0T+C9zzKVV809ekymr0E9c1E565jO5OWz/dddzjkpNEyvASMdPsQwlCU1wkIAwNhQv6z/j0sqmZClL3N0jLg4bOo43EwHkcO7oJ09j16qdYtW10YlSFA2SC5Q9zvZSiBEnwLLHxim95lPU7BCazjk0ZX85t+R48DNcUeOkhWqEFR842VLjFSZjCqwFZHBq2FNmDaW+wzyQ9SiV5iOroooFVC3WVLoosbTTWAAtTkYOYJ5OYMioVREihg4TEUJlcJvVzGoPaGFqo5O04Kcenmksw42zhrRUujn4RSgIdHWFLyokJJEoSXSCdWhzRCBPOw5lIaMZtnGscwIh2cOiOhPB8wJ0Qw8HS3tR1GmBqxrEg7aXvKbkjV6e87y+DCpJ8nUEoFHhlDWm6jlwPLE8ZyeFqwKsqDpajKnk/STqUFqe9WHeT2CNNn9mEdvv35pVfTvHnVTP5DUNG71kDvLxz/7ZP0Oz2bzmBdRhTTOMYQxjGLe2puECHNc3uHBGxaybDZTk9rgQ/GYGrelYl3FxmWsHOVCWazOdmKoesQBtCSYZXKNhbASdXPRmsRouZ6ReQPfnMW5NYtKeltylatSEkOvG3d4ajbL84fpBiFaoFihlbURTgGMhc8LAuDOBHYV+HcB75AsvvwB/ly/5Ud8uMyPUDip9rM/ABcTM7Z7tnsOIOYKCsX5xnOtTC/5CZkuZKcanrBm4Z2pdxI09nOqcFWX1g5V9V1yjYd07CGq6ktIAw9JM+Uy1tpRtu2dPk2LOqwuZlLlyO2JtQ4UPHW5ExUha16gcnzkj5/Cir2yRuC2qszBnPu0uimoK1WP8KQOg5Y/kh/naCTNGBfDOzJik5lEqJtn8CvFBrQZwtjYT0dR11kVqC/lx59oFLUZZb5AwINRoAVDkWWr+qUqJhdZBKXPwbJuDx5hADOIs6Lhz6nwMu2rCKphCVKACPRVW6i7XEzTYJgs3Ij5oe6pAKXOrVFcxMFLk64FuACw3gUpJh82vRFZjMIIowZoXYbkbCtBmZryggCpi35PCMDWMjpKkraHbVSATnhOWRTsVG7plII5SeF6IIEgydZcUhqELUYDgk9GSLetK79lZlZ9USWXtQ4JC2VbrTKwz/SjFXZMFvDDbwhdeX8HZpofWmAU9U0bNVT/lmEttRyCROo58jseLQJ2c4JCYJi60fDT9CL/83Bz++OQaYsOEU9SRFh0URooYdT380EM78N2PqDqB1wySRvnI109zgjGBC4zBNRqe+8+/sYxf/vQxeEGC6ZGC9C8+9fx5LDRc/MPveQj2VZCKqaDy9RMX4fsRpmpFIWJz/9rkxOuGbPPu6SK+/11Xt+ZzO8adVNN0u10BjnCt7vu///vlwesgz4Fr6ffdLvXMNwVY5UYSIaJcmQCxaL2Ztj83a3xXe7K9+uqr0iDdaEdDWbVz3XPr1DEorXaockgSg81APrTM6cZtSWq4GM8vAEEpy9E8jIgXNd6kLUxY0/K6TtJWTUhjRBpTq+Fir2nF0FK2odjoKmCHs2cdoISL4Ewq9ty7a53v3Gah/r5ejJeJkUqGYmmGFbX1Er9UXukv9a/XNlH2MZQBUyhSKsHw/YMX2o2JUA4IohzTwYMHr/qinMuvbbaDciuTZOTSHefYytpI1vxLEGg+0kxxZTAIwBE1E61DhMvAPqqbZG/TknxceczrQUNbB8fFcysHd4hCiDT5dElqN/us3JRofVu5H0S7KjeiBJP2CMI4gm3YYqnT91BUAA9J7g21w2SurXlrwrIjAIkgjR4ciMlBrAmAI4iV5LuS8bPEDqjhNzHmlFC2HPFpF7StYQuD0NZMjNslrAWKweeFCQ7VtqNgmoK25ZbCuIRlryHfk/luF35MBqOOMUtHzbJQQFl5mgM4UJrAebeObhJAJ8Q2O05lw0IYlvHltQbuHtdw17jZYzJeCu65dGb5Xe1LPPK4qzmmlVYAT6SyJfmlLF6aChjm3YciHFv28OIpD/urDu4fLWEss9nhOUvFID4IgON1ggjMPCmiBJhRrOB3FgpoJwbGy7YATIhGFin4i218YN8Ytg8sJG0MSup94uUFWXg63oiRVKvwuLBB1t5ak/qHWO0E2Flz8OGZKgqbMI3vlLgTmIiDCl0bWSu8V1yNZPZg0BeR18uvfvWr654n+CUPonOZcFGSmwtmvK4OYxjDGMY3axAAfb0sRObUbIiSSUZG2c2w/dkYeUHPnODN2D7vP7SjIXiWzcbcjqblRfiJ//Einj5bl9+Zx/3iF07hX37sKL7zHlUoC0h5AIxBKeF//rnXRVFlvGhLbkdf61cX2/jLv/4cSpnyx/v2jeHvfss+/P7LC5hteNhWdfDxB7ZLfkKwMy16uG2CVdhAY+Pq73/gAL7zCC0KtXW12NnZi7gQ8P5Jpk62eL8ugeu3/gZzVAJ8awWqUGr47KmVTcEqz12kbDQV+pjzEojdbzJ26TfDRp2h4WLLx+dOr+IvZ/OyWU3Dcyy3vaX6AJvoVxtli/Uh1VTYi8xUGHNmH4HOIfPzrNnJhiRfSGCFaeBnH9+O1+qeNAB/9diSNF8HZ8aL2VzVcKEd4OeeuSh2OBgAibBcavmxgEk4vw4VbmJ+3vox5nOeUxy2ikF1lLTXKE1FFYd70KQ9Dn3IB7Yy+Fkcq2NqvX0cDNr5sDFaNmNhMo6YJThGKNumL3muREkL0jEC52MdnUj5pE8UI9xV87AWadhtBgJIyfcnSXR4PPYE7Wf7IE3oOMI2NoF1YN5jrk8rIz4PBFmZWQ8MjJixAGRYMyz7NlY9BTRirAZUkEyxvUiLoBTjti2fJaovmoltzhgOlrap+kQzUNVrqCcriggyUOeyniYVYDlo4XSrgXPdWGx+enZCSnB+gLbR/05QitylOmVmdaQYjpxjF690TsjChSoU2bQmWMdAJ3axGq6hYilbIkcrwkHf057XKqoG8sEYVJJ86aWX5Pu7c+92TOwaE1shKqJwf5VBExmRodj8bHke8T8tQaKrBQfpWKRqwYbMWtaPspjD74gPtNbad0xz9E6uZ3KwykYF3OsBcQ5rmmEMYxjfbHGjC5C8917PGgjvM1wkm52dFdsf9orejOC9jCCHNyMGCdEb7WhICiY5OLeJZ9iag23OLsk98vxgkPXfjBpYCZeV1Uym4sa+70JwEcvhYmZBY2HCnhTgbiNayxTuqhgxa5jzZteBQ0in5PsJqD1Uvhumbl1Si1mTlgKqXHZHB39RXWvmhCQxc/urwSp2FNfbNlF5RYFkOAa1lqDWq7L1BOXbKVu76C2Iugrtd7Zao2Etw/Gy/uX5crU5SpQytzVknMpap2+5yfyvGbo9Wx61qyn8lPksMGpQ9aUKN/Gx5NUxF6xsUKxPoekhkFh43b2ggNy95a4csq3WSzgOzpfstcbXDZC2pb5KReXQi5WNz2aRK6nk77T1BBUrIxDLdiNYmi3g9BwAL9Vb5mDAsZHYq3Rl+tuSVxGg4Ksef9cDZkYsBKypqfCiE8yuFFFYUK12TJStAI6lQRcbHWBpLUG9raNQoBKLAnCI4kiawvcSscuV0zJWx4BgFNb9a40Atq3DKZpircPTguoorCfoxlCrWXA9gg3UQLfPVMXyJ7fdLMc2mg0fvh8jDGKEYYzEMVF0DBwYL+C7D47h0W0qP/yW/WP4g5cX8Poy13K4lqn2qeIYuH+mgl/583OYDxM4ozYq3GcZS/8rIDZJXMbasMRlmSQoA65y/5V/k3DxmdNreGK2LetASnFGweRpCxXVKnh2vosv/N5x3D1TwbfdPYnD0/3ePMEoJJjwwTnkWjbrGQIGqCRp2Q7+yzMtvDrvYvtERUgXUxUH1YKJV86v4cWzq3jnQQV82SzaXohPPHEKX3llFm/M1eHBQL0bYbRMIreG0QRYagYomBp+/EO7sYEbc0cF7093Sk3TbrcvqWd4LeS95U6sZ8xvJtnsa23u8qZGoASZNWyI3kzbn1sFVsll8XiR4j4M+jG7sYuz3bPKFiWT5+UNth7WMe/NS9Ig3mkbUKntuJl50mV3woydJmIZAnbQEaQ+6vEKZuyd2Kbt6h3DBX82WyhfD/hgwyZIuWCuX8Lmo2ejNa4J2ORaQyx0Ulq0xJj3z8vY6Gldpq2PUeqrfqxrM/b3V7UK1R0lzrbFm/jg2HMGae6TuREQdDXBdiKPQW7hkt/SVB6yuT9gPk8hfMQaR8cEYGsASe4zme+eAsBkvw58vVTaJzjqLbelPBcvFzkWtw8B6inXcL60FEaqwBPZH9eFpH+pQu4OHhqZJfr80RInCVE2Sxg1xhGngdjmSOIxINsn6jhGIQPM0Pe+JpJ5bAyahinbJYiF2+JPN6J0NhvHylqIYz3bnkeYxigYCp2rkkcLjmEL4IOfV7VLknwsuXVUzLJsg+oslNJj0CJr1Klg0WVRAKx4CUooYEehjDGdvpb9CajZRTw6uhuvtBbQipi1pKiYDvYVp/DZWR+HxsjA1KSRzyM0mI9eruUu/NLsuyZgniyx9lN3QLJRHS2xQmIyqAc4udbBZLmAp5faONv28bHdYxi1L7118FqRo3UZja6H//PrFzAbuEAaodWIMKtpmHYM7KzYWAkSrHTDLcEqnSDGf/jqWfF9JNBlz1QF51e7WAgjTCNCQU+xUu8iSHU8fGi7IKAn7tDGrloAuf0l5gZRu1eyNrtS/O2//bfxx3/8x/jyl798WU9eBtn/jJMnT0oiRPbM008/fQmzhrGVh+IwhjGMYXyz2gDxHsPr55kzZ4R5yGvum8VwyQv6N0MtkqB7Kh6w6GZjd3Affukrp/HUmTUBjLBZxnyGecQ/+MPjeHhXDdtGCpcoqzw/28Bcw8MoQSBZh5B2jWQCMaoE56YpPvPaMpY6IX7rrz4kQATapLT9GP/+q2fkswbHQTAI86eFlt97Pmfz8bhtu/tBpKdP9fy4Gb3M/TKHhE27lh/CC2MsNj08+v/9c4wULTy2exSP7x3De3fX5DW0wBnshOWfwcZXJ4xBS3V+zFOzjS3BKrzHUyGSde/11L+Hxoo4WWdNB7gZSKOiphI1y8QbSSDAlXzOGUE2vt98dRmvNzw0AzaG++MajHZ2fDY7h3MWG7E5VppiW8nEihfJcR2skAb5AVfzVegDVci0zNlyqdjg8HiTJcdO6sYqjK+ctE3MJwTCs8GuKJkEqtQKZDQC941HUkNsK0zhcLmDE60WXLEsUgOjesjuii9WR93IEiAOVUXmPNboPF9N2TYbnFU7gsNt0zcKrEWU4gnZgJMOsLOcyLxSGVvUYAj8iPnoz91518ZOjSB5Q8k5y+cpABjP/2aoS4N7xAIavgOkJewqlnGgVBNr1sEYNSeQRik6KRUjFVnB0Yuo6FUsxXW83lwT5Ump/LJyVy1FDNbi/SqJM6xYnwSbkfiQWyMlCFJl4SpzRmUhBfcR4BYbvWtRA0XLkcWfMA2ERVzG5tLYG5UkW90mAstFys8JQwRaoMAmqQHbcZDogl7a+vzRErHzVV98KuOwFs7GynqY9Vmivn8RT96bcK94q+JOYiHm1zv2+m4khjXNMIYxjGHcmjUaXrMJvOf1m0okN9P251ap33OfCYQl0W8jIZq50mKogCoKqqB66lxfWQmXMG1vXwdWyaMRss9MQLfq0wqhWJQ9FNCDQBXmPvP+Rewq7MHOwu5errEUsI+W63L0QwEl1ivLcMGbY2ctZu+0Me/PXxWJVUUfgqw62SkuuOcx610QdboRYwzjhVFEMfXNqXB+ab0rmoO0T8x+17UYzbC1JViF6zMkC2wEBF1NsAdfyNTvOB5RPs/U+wk2ztc6uEaRB/NOvrYRNdDqLMNLAlmXGFj92rBDrA8Gn+UxHJwv9btYDWk29RwvGadk/D21lY37NwCykX8ogq9NyctsPPJ+2rFqPkyCczQqrAwc02wJSYBSMOClgYAxFCFZQycw0A1NxJGOyNdEneQfPLoD/+nVZSwH0QDkShNQSbulwSkpYm8YAbEOlEpUrU9FRYVAfy9M0fHUmofbjeV52zF6SqOzS66ATOwSwVuaKLgISaGgC2CFYZk6pqccrKz4qFAakuqotPMR1Ah5rzqqIzaCpS4sI8GYHeLB7QV8aN82vHv3uNj/5MGewP/jA/vxn5+ZxamVjijFTJQsfMddE3j+bB2n2gHsqgMjI6HI6Zcf14z5kJM08vo2fx2HY5lcJ9MQZeqi31jsyrmk6MRKLZTb4PpUMwa+MN/EwdESPndiGS9caOKnPrRfbIg2hqjE1mryIKHeD0L80p++jCfPXpQatu6uyTxsG7HxwO5RUZiZX7v0HOuda0mK//jJl/CVly5gtFLA3ukRnJxdw7z0PYBa0YTbDeB7Ph6+Z5daaxaQ050Zd9IaTSdTv3+71DN3DFjlRuNaULv8QrGhy0m/ku1PN4rgxzFGbFtuXLeTHyK9qSjPs5Us3grRnRlQpadykikvLAVLAlbZbFxKmaEvHyaI34E7oCiRpGyORWhFdRTsPtKZyFS5IYqcmtJAy1tSvPkxKLVHJBeTt5zNtxTO97wOryX4OUz48mDKRtufIPFhp846RZmNXSZRohj0gAQ9IDsCPMhDZLbjGM8++6w0o683YWZyZoHJB+2RGBn8kzfRxEGoeZs3TpWj4WUBLYPj78n9Xa4hTrbnVairXK2qCiOXXGaQ4ZaDgHrtx8wiqP9rIueRAQudoCPe5gWrJChsLw7hZzY9DCO1EMchEpMJPc89NlMVMINgFiaXYULAUioglIpV7oOiMsUXJpBk5J1sL6Ib+xizShixioglEQ7Fez1PlvkZbMaqpi7R1lwUoRy1LR6eRdOEG4aSHNHvXb5TMSWwLZTMGnZVHNw7RtYpv3kekoSp7nq46fZiDRNOBY3QVfY/VgHz3RjtqCNADy8CIj3FaDbPauoGW7v9fVsHDMu+n7SO8mNvfUEivqQqYWJexusZFzcWWwGmig52lCzMuSFeWu3g/nEFehux+uouG+PFFR8XAx0VW0nd0wbI5SKLH8PvrooM4fy5ABPJpABccnZ0Hs+db+C1pQ72T5ZgswMPG8G+MTx7to7FdgiNzD2xGrLw+bkunltM8KPvLOH7r06l/raKvNC8U1C7m7EQrzZ4Tv6dv/N38Pu///v44he/KEnzlYKLfIycNcPr7M///M9jcXGxBwz87Gc/K0xIWhUMYxjDGMbbNa4VrMLclLUAlQIef/zxLRfl2Py4sNpFxTGvyqv4apRVblZwW2w0skH60EMP9WRuBxsnv/fCRSXxK/kCG3YayraBbpDgU8eX8KOP7b6k6UwwC3NDgibYgGTThlY/DG6LuQd9tNnAenm+iedmm3h0NzMvoGDp0sSi7U6QATIIVMlBDLQhYpDJxHsYFRvI5ptrBTLGgpXCI4Dicgn5QHCbax36lWf7zDquHeCTxxfx5XNrcty4P/LnTcoBesn3W8TAS4ttvLHm4sBYXwab+0yiBs8XSrzefffd19Wg+dDuUXxtriUWPjNF5vyQf48XTBwadfDCSrc3T/m+cMcItHll1ZVjkjfy8n3furm8NUybuJ25DpvEl07ItTSrB0kbMhuZJCXPDwJXaFvEJiKtaXoY/KzOoMrNokf/eh3vmnawGszDiw3ohoURO8W+kRhjdiyqgcy7HxndgQXvBJbZrMyYjCZSNEIDiZaiaoZy/nDf1nwDTd8Rq5zM/RxLronJYoDpYoJDI6kourgRUNVtpHpHyU/DFKuhbkTiCpmYylpHvOBlfzUsew4SWwFbDLEeUuPjeJi/L7s2npgrohWwjUowSxf31IC/eoC1UP+cYc0xbk5hBKOy4MHKjuzgZrqGJa+DIElQ0Q2UTFoXUWlEjIp6lAiB14tMNhcI1LmSHw0qrPB3KsHwOPDFVBVPMzCR6kesJ6QII1NmNIEPT3oBYiErZIgtcnAegwrn2JZjYBoWkljJ0fO62ql3EHkx4o7y9mbfYvB7IzWvHmWlevY8pdT1GAnPGam/1MKMDLUIHHnokIBZOCN3WtxpyiqbqUVebQxrmmEMYxjDuHU1DesArhPkOepW95p15M8b6Gu/GYTiVqslKh9UP9gMEN5NmKv1gSqMHLDSjQn8nd4UrNJTsBNggQKq9O13VA+Y/7EvTnDKmDXeV5fLAS4D/eP8M5kb8cHPIjmXtt8PPPCA2Ducd88r9ZMMjqDMN/v5Vu8fl6gbsn/NNYfsXazBEMiaz6x/UV5PF5KNb+XvrBHWqeGnCU53zmPKmeivaWWEYp4r7BcOWsZeSziGhQOVaZxoXRRLIGa8QmBOYuwsjmHWq29C5E1RMGK4aRMGVTBoS5mBSUQtZMNnaFRFyWx3+NcMZ7H+NVJfh2hHVI3fpKbJfq7/NuR2QQOvo1JJRAC7WovjqAWipHFfqXQTMdPtgeVV+dQ/nlHqwU8tlLQKml0LJ1aaqBRtAetHtBL1+H0hAF/DwVoBH9k5gl97baU3CEXyBpySrcD+gaqDLVvHeE1D0eIaEIFGQAUaKgGw0gTqDR+BF6FUNDBesqA5VGCJULCzPD8jHhQKhnw2vxbqI1NRXqlWTRiWsiTqAZlonZTEYg10144Uh3bSnohrORHO6/PY5ek4XFl/zhyeKuNnP3oIp1a6QmzZVSvIDP7aE+ehjzhy7FLZp8wolOoqPen//DinSLjoIuou6sHg+R5GCUI/XG/jxLorGqiLOf4kRZM9gZECjkyXcWKxjT96aR4T5V1yfLeNOL1+yMZ44XwDT55pYqxaFPueStGEF4SYb4Zwzi/CD2KsLlzAhQt6zzJosGZ+bXYNz762gJ2TVYyU1LXrAw/uxhdfOI+llo/lpouA9ZRu4anTq/hb/+nr+F/euQM/c9dddyQI/05SVulkYJXrmefbsZ75pgGrXG2iQdsfIkWZRDz66KPiYbtZNIIAn5y9gJOtZraYbOGD27bjwbHx6x7fzULtDjIo2RhlMrdZEJHK2OxkzlUXNkMTF/USWnFTbmb9UGlJDnJQCh4a/CTTs8qCbCrFc8oH21fyqJljveSNCjCDyVtZr8AXy57e265qHgaBKuv2j/9lFj9MzvIkor83lPi9VK/KB5uo1R6whk0qNnbZOOeX83olzzlfRbK70o7IIueNNTOxYaY2IvibAnUUGEc9VDKprJm2vEBd5XVLJVxbv/gqW+uX5qZ9AO/6n2kOplFPyt4nmnj9jRSrCCJfgBpcTFHjUz8Lumqyc38pcZ0K8psJCNHjROuqR4JCZkPUb14O7oWtW4gN+ngWUdJtVG1KrSsgVgkWYj0VgAyBLxW7KHNM8IqZbcvPvMYrFkEcVCTJ9yIHFTEB1DBRyMaRy8Ijgat3UE5GLkGy27qBSVs1z/j6dkgpNYI+yK4la5TJZoIi6Y7Z/CmkLhWAFHsxP2f6gDQCeWK4YVeeZ8OW86GapCqhzYV1WAOdXwVW3RgX2wHGi5yTBE+vreFUV/mZTjo23jk+im3FSxe2Xl7qomQZIpd/jgxbXUPJNoWR6ZsmHp6wsXcMeO61c/ja+eNYDExMjZTw3kNT+PC9O3Gxqa4dCqii4tD2GnTLxELdxbyvriNMACMNuOin+A9PL+PevdvwwI5rl29+KyO/xt4pqN0baexSVu63fuu38IlPfEIWTXP/Qjb3mQxTTYt//67v+i6R6uSi2U//9E+LjzwLY8ZHP/pRSXh+6Id+CL/wC78g2/jH//gfy7Y3gp6GMYxhDON2i828tN8MFuLy8rJcQwmUuJztzx88cxb/4g9exOxqV5o9Hzi6Df/y+x/BnsnKde3bzQTgk0HJYpjb3cpjnDK83SC+pMHHhhf3JwegbKxp7pmuoGgZooLix5lndXZYuJhvZhsk2Lblpzi76vbAKmSD7R0v4ZlzdRBSrfJLxdIaLVr41kMTohDJeowN9d27d8s+sLF170wFX59tiEILrYh6jcCccrVZ5CytzebIY0N663PKMFUOOGhpE8Yp/ueri/h/vltJw/K9rIE5ZvoTb1U7Xk3sHSngJx7egd9+dQkXOyqXO1Rz8FfunhT7nhLtksjgyzpvCmegfMajMBbLI2bsIuVMy9AbaG6JSuBl1AbzrOuy30aq6RiATyxKtjFbV77mXrQBIJSrwej9F9MopmImONZIEKZF7Kp4eGTKk/w9TRJhKLIOGbdGRYqZYIuikZ9T6rgtuGQtGsK6I8PStmJEMT3gWa/2z2nipggk2VbwUdKLMI0IBY1Vry9NWTIBOeJpx8TpiNY5ebuaDXiloEKbn26syWOjRS7PcdJcXl4uwYs5B6ztCYJP8WK9g9oFA9+7V1np5CEgMthCy+jVPwR6JKodzu/lhJ2I2otanlFNZGme67SxpS2xWtTgOyIqkGQqKyN2hKoVQ9NssSAW1ZSMSZwf52wUqFhFJJRPTw3pUYSphzoomS8HDAUUUdZH1tkR92yBxcKWzcpMHdQkuzSFRdB+YsJd87C0uoJzs2dRbhVRqVBl00LRLqNULCkG8TpgGgs2FotcoBlcUFJ/Gp0cEaKKHZduaKHtrYg7SVnlRgH4w5pmGMMYxjdz3CoboNxKkwqLzFG3YmmLqjrJgD3zQkI+bXlcz730ZoNVCPQ4fvy4LASSib7Z/K0n0/YjJyaKSoqu+v2DYysbFbTCJvzEW6duzhgkF4qCdhJI3kHKJKOgM09hDZR9dlYvsIc8ao4hDEKpxUgqHiTnjlvjWPAWeiTaq42tSN58nv1m2t7QotI2FCC6Nze02YnX18Dcy2bUwmpQx4SjFGo4TtY0tD/heDerHa827htV9dvpNq1JYwGs7ClO4b6RnagHrqipD862QJt1qqEYQmKwaHeU0HJT2fyIwuLgXl1lO4BKJ6aAmDdXlWQoyHeWW28AqjBY1hbNgVUaUVnRpB7la0NZp8gVWtT7WaZSvVHtW4J2V0eT6x9pBNOxsNTQUBbnAQ1hnAgR4z07q+q7k9Uwvk8QitprxwIqBQL+mbsDUQz4EVCyFchDiWeqmrZgAyMlYBIF2LUECUEx7G90Q7HkFMp2DERBDKdoSN3IWp41OjeexAmiKEWxaCIklivHjWTWRpyC8VKMu6bV8bM0qj8a8JMIX1m5gDGrgEmn70zBoILr0elyBorXMFv3hJBR4poFSdMR4HUjFMuq58LxcB1EzoEgFkIz1UuY/yt7HzXWOE7QbvtIogSjBRNV25S5ZL2upkT1NHh+UeFxdbWLEwD2TJSFsPKp48t4ZaEjn0mwyl+8fwbv2d9XbMrjhbNrCKMUB2eqePncGrwgQdF24EY+lnwdj+2v4ZFD0zh59iK+8qfP4fRqhGq5iPfcsxPf+dhhzC634QVRD6ginzdewYce2iMKK2dISIkS6YeQsDHXCPDfv3wO9x46ie9932HcafHNoqzyE7fhGs0dA1a5FbLZa2trIilH5M973/teWNbm5lr0Zf7vb5zEik/fY3WRWgsCfOL8ObnA3bMFwOVK4yPw4UaD2+A+XIlByaiYFSz6i+sWz/NGJ/822NgdfE3RKKMZKxRpP9RNl+0cmsXxlUxYKDV30b8gXogl8UZcFQm6QTk53hpszUaz08Di/DK2796GQ/sO9/wawzQURRDlC31tMoGXC5EjJrhDN4XplHuD83gSPbzxnOMImBxynwhWuXjxIs6eP4vJ3WPYc2gnOmiinFZl/64nOJaSVu2pwfCGpRJFTQFWNKUmkqOcCTAgMnowEVV+ilT56DcE34wgY5CAkCvuEwwBBq1XdVlvC5T9sv4f9KAXPToakTOpKcA2bVE/aQZNeQm9xssYke0netxDZfcZsbbMKc9fbpW2P4ONfJXI9RWCLN3EnsoU3LiLTtyWZFTLvBlN2dcEs+1l7B/ZIcATK5P+UxZCfK06MlRpITKZTWFJxIny5TnWY1syCc9x5FlRpYWw0v4FvB0FONNtYsnvyPm43SmjaBREJo/JHJvmTODbVHDRDfE6Z4RxCC/2BUxTMAs9I0nBR2fZmRe5SsYQCUpaQWSwc+x8f4xqIePJCzx+TAgJ1CmgGXvSyHYMBU6ZdT20FpfxndtnMEptvoFg45rb2VNzJHFlUsmEi430XWMF/Mg7d6PphvjiyyEuhLRVSnBiJcBLF0/jqWNvYKpWgusyqbPWMQ7EEzNDpbPRz/kR+yJDRzNK8HsvLtxxYJX83nQnJUJbATmvFL/8y78sPz/4wQ+ue/5Xf/VX8aM/+qNyrD/3uc/h3/7bfyufwwW+7/3e75VEZ/B+SXm6H//xH+8VzD/yIz+Cn/3Zn73BPRvGMIYxjNs7rqaeYd5DkAS90GmlSc/irXLCz7w4i5/4r18ThpNtGnI//fzLF/Hxf/MF/Nk/+U6UaYXzFgHwyczIVT6oELnVPdJm42hbFS/MNuAM1CvMPZgrPLBT5QQbQTS0BiJ45Nlm4xIrGKaLImmbgWJpNfjrX7+Ak8sdfM8D20UC+OQKZYOVCl2uTseu3oPbK/jnf/QcZkwPP/j+d2DH1ASWOwG+cnpV1E/unizhyXP1HliDsYGHeElcDtxEhlavTtPXA8VpSymqKtlnSSrIFFvT8NxFMjTJ8IqFqHGmFWOhsB3HzoR40FvF+/aObsnMulLcP1nGve8tYb4TyGSO0ZPbMDBZMDHqmGgHEQqUc87USmZbvvIL741dgVkItKE3+dZx+VpnEKCz/g/qrdy9EdvAama9MjjPvdo4azYKyIbfE7HFUZY+Xl9MZV2oWlIpf4zZVFiJRYmVjdbX6iXMuxHuG3Oxe0Tl8XucHXB0Gy90zsONlVx47txa902suZZiHxps1BNkoughtjnoca9UWKJUw6qvY8FlA90TxRc55hkIhMCLmqVhZ9HCa03VhObfqapYMZWdkBbTzx7oxirvzucwSXS0fDMDqvA1ZNxqsNloTRM8u9LBd+8a76mrcD691EU3aUvtzxq5pFcEMFLQlW0S61b6mlN+m0ottPekrc+YE6JmRpj3CvJ5BACxgW5p1LzUhblas2I5FkWdjEYTfsLz7dJega0ZKItEvNL2JElFnW1cRuDcJuiiLdetEX1sg7Jq/1zjuAl4GVwIoj1weWwE4xPjSLRIrjHsw5BdWu8s49VXl7Dv8G4Uio6wNvUeQ4/nR6aocsnpmYqyiqpV7wxG352orMLz80bAKsOaZhjDGMYw3tyaJgetMwhaJ6l1q4jAPudgDkCFEbXGYuLaF8tuFvie2zh27JjUNQ8//LCQCLYKR2efdTNAAsEKJA+am9ZaI8YI5nDhUoJr1gumjVBuac9i4I3OSdSsUYxbEzjfPaty7oF8UqmfaGh7XZyZfwalkTLecUgRH1phC+24LWAWW7fRobTcZUIRmfsA4ssBh3JgDf/vR0qlQ63DML+9NF8Si04NWAsaAlbhmt5LL78Ec9zEtqPbsJwuYyKeQMnY+ry5XLBv/8DoHhwZ2YFuFMASC0hFzNhbnkCj4WbEUAX8ThCgYBgCtMmLDYIoWE91Q9pVbjg+A0XbVuVKHszT0ysowUgeLCr1m7+GNYGRcp2E1pQEwLOfzjolygAc699Iq82YPj05pzU20EkUiLtQoCpKio7rY2WFwBMde0Yc/KXDk2j4Ef7svCL2y37IVKQYKRMcQWvVrJ9vE5SirFJDscPMSQxKHadoa0hDKtnrmGOtKDapxJhnRZKeotsKYFsFEDNDool8FhUvWaNlG6SqimUZCKIoUzQBCraBbSO+kHTTRBOiLc8/BViJ8XpnbR1YpelF+MrpNVFa5fflvm0V3D9TEXAJ7VsNU5n2tFqRKGCWSlyn0dB1Y3TailQ9NmrL53H/pX7XU+iphnY7RBKp9ZO7RotYppKMpaPOmrBH9Fak7MaKUspcafvSv3l9uSv9hcNWWeqvc6su/tMT50Rh9sGsB5IHx83t7RwvwQtinFtuo971xZ5pR62Iv/uxBzFecfB/Pb2EY4sGHNNAfdXDf/3sK/jqN17Hw/vHEfgeWh0XlVKhVy8FUYKGF4nabNE2Zb95GHzm2WGK3/riiTsWrHKn1DSdt1k9c8eAVW40LsdE5I2YTDKiha7Gy+54oy5AFXqp5TdTXr6JRPzq4sJ1gVVuRiJEqWkCVeh5eDkGZR5j9hiKXhFu7PYUTnJ1DloA5eNiDIJVqHCiuGj9Rk1/0T+5xI3QjdvoRm35jUorfC1VS8Tbb0BhIzR9TO4ZlYX3dtxAV4AqKrnMm0JMBFTTLHe07v+89liPMNYy+d+8UanAGANKMVkkSYxXX3sVi6sLOPjoHvBtnVjdiBUYxxZVDyKUCdIZlBVWEncEByhFl81CxiKJTh+IYiX0w46REjqaPacsgC7d7xzIsnH71wJeUYLSNx4F3YGbEN2umGjrxsPjv0FpJT+eBI44GUCBrEN5iW6IhY+ZGFhZbcB2CtBrRDqykWdKI14h0Zlo03pmUP554BzuUSD7J19PslAEgQj2MYWNyXkg402BXwx0ggDnWgs4WNspGRfZe3lD2dZN1P0WWmEHE4UxkQqkRzwTbJ5LCuDDsfXPB3XuKuBIHp0oxHP1edRDHwUB2ACvttcwYRdRsy3MdRIcqCnVlKJJxLYCJnHb8r1KIwRxAJ2NZKPPIuDr/dhXNl4pTXUcaRzHck71p4SvZ5Kx1EkwWdbwxpqS0lsNPGlE73IKKGY3bDaaF/wAp9ptPDK+Hrl7dKKIsw0faVHDXRMl7BxJsObRfijBjz60TST8/sfzFzHX8HFkG78napwrHR+zXojHZsp4amEJL59bxlQBKBYcdFITfqTBI1NWFlyy66+wY1VL9/SqUo25ExG7d4o0nuu6V/Qw3CqupCbAxOdLX/rSFbfD+/QnP/nJ6xrDMIYxjGHcqcHcfiOIfKPtD2sBssquBFpn/H/+9BiiJEHJMXvbI/vn7HIbn3j2HH7gvQduOROR+/f666/j3LlzwqDM5UUvFz/xLfvwE//jJbSCWBQvWCuwIfiO3TV8ywGlesn7LJl2eay5oaiq0LKHSnXSwJEcmsSEVJhaeYine9vH7708jz96ZQFeGKPlUoLYwFjBklyPYAQvTPDVM2uifmGaFl7+3Hn8pftD/MevnZNGEoPKIZxqqs1RSUPGljHexHd7QOEl/9uV3IJ6st0582qAhJCLTObNvxwMwnF0Ox1ZBPjSqoVPL7DB4ULXPfzPVxbE5qhcNLGnVsD3HJnGB/etX8RfdUOZw20VRxpiG4Nj2FFx5Hjm815zTPzQkQn8+vFldLJ9FyAFFUU2adTGlGxmuSi1UZanXnLeb20FdNlpSwlUN5SaySa5yXolRA2ODXgu7XNYK2eKKmSzWrT9VA3AfDQZ+0Ew9wGPaWrA0QGPx5b1om/hqXkDCw0f767Z+IaW4Hfdc2hGLgqmhfEibUZZ16So+wqoYhqsT7K+dsLPUzWxWlTIut0Za5Dj7UQ+Ei1AmU1z8ZnnZ6txs818oKLDjVMsuKxhaIelaiiCYbiViUIKM4DY8+S1ktQz2X6LnelATcO+CAk9PK45WKWbttGK61kNTyCKhzD2UdBKmC5UsOT7Cpyj6ehEhlRVrPH5Id3IRNVMMFkIseDZCGMFbmFwvFNFtYhRRFFYxrZmoRm1N8ixE0xiyNioOmlLH4FLWTwfaeOU10k6tDSW8VE6nwCWPMg8zqsM7oORUrFTAUmoUGmnXFhKBcQi82BYMEuW7HOlWsVobQzNektAY/V6Uz6PwJUim7y8UOREgYF6Tf1k7cxu/p3RJL0TlVVYz4gy6g1Ym14uhjXNMIYxjGFcvl4YzMu3sv0h6P5K1pQK/Jmv9wxmAcx9gutSV7kZ4PtOlmdzWyREFwqXt1qlVSJJvgT5rl/r0DBq9q1uNqpFtpN2zzqo11vOckSlwt4PbqEdKcDJir8o85b3nQVMIcCQSEi63diDM20DRoKFcB4eleVDldfliioqR8qIo1lak6t8r1e6y1Qgr/IwaFleOTjuvsLMIAmV60yB1I0nTp5A7d4aIiPCUrAkf5v1ZjN1EA3j9hj2lnahaPTVVjimLtfEAJSM9bYnveOim7BtU+rrvMbdX5rEStDBnFdX5ElaAFF5sQf0769TiaoI6+MMUN3P3/ufsTGjuNLvg/OigPVqXgZSy03fO9fVxZqVljfiNjCAmNFlHSW3dVLB2oNE1Ci20WQ9Zsjqi5Ad+O+Rcoqqk2I0SPGOSRNfXF7EmU6AyIxQdpSSCOefqirkwFAlMrfqYSlIID5z/zBWNazMGtdlMpFKwjwWmr6szxRNNb8tn6tqfeMpt+7DtotCYKFFb+b0I4SHMEzRagaojTpiCySVdbYsZBsKNcN1lVzxR9ZWsnWZPNwwxq9/fRYvz3dQdQhqAT73+ipeW+rgwV01sb9NqqxjUlFfKRRUX0XZqepy7hCQ4rJ3UDSRL9VynJ4Xw/eUBdLhWgEtP5T3tShNkh0HIUBQjdMNoWceWTzWsw1PFGQPT1UwkamdUGnl5FIHnzuxfAlY5d5dNXz2pYtw/RiHto1g50QJKy0fCw0PP/Wd94iS/R88eQrHL6zhrl1jPdJKxwsxu9LCxOQEZmpNHDs9j5kRE+ViAT7X5zqRqNwqknj+TVUAK+7G6QVFOL/T4k6qado3aGt6u9Uz31Rglc0ap0yOyNpjEvGud71LZG6uFAsuwRrr5dRESjhNsei5ctEY/NubnQjxxKLlD1mUd911F/bs2XPJDTa3ilkJVkRNJUhDARLMODNoR22shqtyqa8aVews7lynrLJR/kgBTq5CsUxu2LxRqORhnQKIqE4YKGiF3t2Vc8BXMDFaCRclwRHQgTSYsps6kyFRpei7OKq0Zz1gRW64cnPYGsgidjB5AtgDqAwAcGQKs633NMOAM2fPYHW5gYOP7JNmF+XFiOzM7Y0IsOFLu0lLEMwT5pSM2U06aMdNSaS5MTbIRozRq1JiYQLoJGVhbKn386Lfv3lejXzg5T3fBz+r/3OzmVPAiKs7V3nOlLWSJH+5l6W6dbHBqRp/GzMpkc4zmCTlT6jjkyempmljanIia8ZG8nrK7DEJcCm9Joo5OZI5/572YeK5zHpuWZXPV8DviJyvbMBaWSM6lSalyD+nQM0uSROZ+28ZBvRUXUJzKx0/9sSuyG/FolpSLRUQRxHCOMCIMyKWROo45MNR55dIUmcx67ZQj3yM28XedaRoJFgLXdwzNorj9QimlmJfzUDF5udTVk4x80SdxywKwrwbdqWRTJUdRc9U1yX1HeI5TRk9IqhVk54zzEsQCxQ/TMRmaNdIgrlRG/dP2xgraRgLLIzo/duGqP6IstSlQMBHt1dxYtXFGSaOlLvLmvjv3TWCQ2NFWRg6Pt/GRJlz3T8W4yUby50QpdFx/NRHpvGbX5/DxXoXa90Qod9Bt91BaFZEKrybKCa4IHezfaBd0Z0Wd1ISdKOJ0DCGMYxhfLPHjdoA5feNjaD0paUlqWnoE0tFlauxpnzlQl2pbwzch3lP5X35lfNr1zXGGwHgD4JtyMrYbBGxE0SouyH+45+fxZOn16Sh8779Y/in33k3fvu5Wby60BY20l96YBt+6oMHRIo2H9dgrUXpXleAB0oBgzEgdtLXCpZI0QkSBGEs7KPeWLwIHT/CZNWRJlrepCXCgmosL8w1cXypA8fSUSuYUiNSVYTDaPuR5K58Pd8ahQksU4FVBn2sVQP4cvOtrFfzkOZxot5DIPe6Y2vQYlM16TgXX33ya8DodnxuqStdQWJOmNFxDGz2MRN+PUrwvz9xFk0/xl88MiUNwv/w7AU8caEhr2Pj8C8cnsQPPbBdSS9fIR6dqeBArYDnFjvohAlKhoZ///W5/pxv2FcyzXRjQGJbh9qHG4y82Z0DhgZjUHE0/zdT7omigTU3FpVAUd0h6IjHLNXQYHM0e7+4O+lsgqZws80T0JLPTkGnXLaBC24Jv+vG0I1mBurnCWSjFRo4UCNInM1bqoAqkIiwDgemKUqUGlJe20iT1KC8dgSfSibZsaQiZL5IQ9AGAWrdOMakQ2tjAx16ckserb4DVTaYjRijFQONFkCIBb/RVUtD5KQ401TbtVgcZdslwGvEMuQhxy1N0Elaau60nNFsyuIHQSGjRgV3VVOc7TRwvhPAp/0rlS4z9R8/0bHgWdhVCjHlhFj0TMQ9FRilhirng7AoU3STrmKSSu2vmt3K7pcnDIE5AZphINZNpFtOWGUFFsmPOSgpHl4CVuG8EZDia6qWVXOvCDR8XhaGCFQRYEn/vMxBME7RwTa7ikSPUK2ECKMQYRjB7bowbBNOQX0Wj//6hbSs/3CHBa8rW6kT327B/h/jesEqwxjGMIbxzRxvlvo9nztx4oTY/tx///2YmZm54rYUFHjrv16PUtmNgu9zsA1JXlyn2djvk3w9jeElLurRquRHBMVWjZoQEltJU/WdNQej1jgqRn/heWNN48Veb0831g2b0luFbMnx5GCFbE1LIzGQi+VqO1JLapzdCBf9i2rdRgANitSptrYeDCOgF6r6bRgD80LVw1ek0M0i7xnLeLK1AaVM3ieKMzg+Za2jlA5XVlaxcKaLnQ/tRBNMUlWtwHWkvOZmrr7gLaEeNvBQ7X4UDEfsg061TwsoJwerHKrsx5h95XVB9trfNboPS0EbKwHBQszlOliJVi5Zg5J1DJ2k7cF9ICBC1RL5HquOdj/yfJ/5/+XAVtxF5vKsAVRuvl4ZcLC84hAuNMs4UOvCMPo2RoSg8NgSLD+oYsPjG6c6LnapHq8sbNRmcxsh2pOmMIoJvtRqIkyZT2swLQKseB7o8AIdBbHtZI3KvkOfqCyADj0V0MrgWJlStzpAm/V3pqCTA0pIkiA4QqDnBK7bBsqaAZ/nWLY2wLmWeekw704QNn0UnQS+VRQXAyOhuh5Qcnhu9M9KtfZEcn8fWPbyfBvHFzvYO1YQMApjspzi1EoXj+4aQdsPcboTIS0aqNSookg1l4xwz/GVTFFBoeoKa5lCUVlcsSQJeiAdfiepjhmjK7WpUshhTRlRnZNkpSiWusEp2BibKGEhSTE2VsT+yfXKQQSsnFtTAKzBeNfBSTx2aAJfe31Z+j25ov77j8zg/UfVdfalsytCqBlUVy0XLBmHmxTw//rBD+BXPvkiTs7VUa9TSdKF5wXw/FjIzQS2WKah+i9yjQNGy9eubPVWh6wvkWx+hyirdLvdt1U9Y34z+yHmSiS0M6Ck3NUW1hWLbJlLF/95OanSw/g6xnq9iRCbuZRuph/fo48+KmAbN7MBoQxYlES44M5iyV9C2PNuRA90Qn+/Hc52vGP0HfLcRp/m/Is5mAiJuskGydoewCMHdeTgD5Ej7ntHD4bY2KSheEwrZON6dKzyUVSxuXpKH6Wav2ZjUF2En7ExchCMbCVLxDYuHPSlo/Ox0Cuci8oGHnnXw1hMVLKmGZfOR/76KA0k+SRYhdZJfeynArXUo2WMmzOXzHt/DP1zjO8zUnXudbTWJcfzSjE4Pwqgk415sImdIaD7r9swnmxMSnnlKhZaiBRNPEloREln3Z8UaGLwyFugHQzBCxuafbyJJmEf9KQrphvP85zByG05hi02OIOMUmXPs35PBlV51BQoKWYFdMksoQYmgQmWZZiomI4ATrpRB1ZqwjEc2QYVS6hQxBs+mX2twEOgefBcSqBlXptBC2P00dTU2Z2nnixIBpuiK6ErLMDB6wgBISUTmC6F2F0p4WQjhhsqJiUBOzmLkAUA54RgH/5kkRMzqcmbqoajfOJjXwHJMmagAg2pc4LnPfvMRUODYVv4gaMOJku8rqnGcTcAzjQVOprzy+KgQnTvhiB79ofvncbzix28vuoKAvreqRIemCrLvjEJpnx+x9/w3cma+UyOHtldw93TZby62MGZhRb++GunUHJstFINHWGVQmTjBY4kyWuCR6cvz1a4HeNOkpe7UT/EYQxjGMMYxvVHfq+gWmQORhlUIqFXLBmIVxtTIwWcXe5s0jwFZmrX5/F9vQD8lZUVqcsoj/3II4/Ai4Hzay6mq440hp45V8d/+OoZvHChIVKzg8CS0ytdTFaW8Ks/8BAOTJQkv8hBKluNa7JiC3CW4BfJS8TaJS9jMhCL9ORU1uZHsTS7BiMX61tiA6zIY6ODjjJa9jl8f+jHqDrKtlDacBmAmIAS6eNk7CgB9xPRkG1ZpK8zpZT852YgJzNrmsnnJYnywh6IQYJF7pPNZp+ZxDhy5Ch+6w2y1dpKjUbYb/3308u6YJEJmOK3Xp7HRw+O4V89cRZfv9gU+xXb0ATs8TvHFuQzfuTBK6vgMCYKJj68ewT/v+NL+O1Tq31VkqsoLThvGpuaoliyuXVPrzbcoiSX9/DYsPbeBBAgNcJgHq4rG86GG0uPNm+kcjpbYSJKitlh7X2ubaawzEub1fxfSxRack6EjqqtS9OTYAjmti3fwGKXoHRV66l8X7ER1fbzZvYAU1V+U1REW2cdqvQ/BHqf10NZ7s55o6VRQdMwU+xg2TfQjVhXpRixI4w7rLkUC3SykGLUVO+X+i+NMV2MMN81pctKKyBpIlM+eFut14gn5zFJIxgDNY46fhoacRsFDagYBRytFHChswhb85UFUd7UF6tVHe3IQDNULEbaAzHY6F31TUzrkUhoJ1k1xDfL90z2NwOCccEkSTDb6YiKi5qvBEu6i72lcUw5qrGnaiXu46X5uEVNllRHSJKKlsi/+RwruOyIX0bAXdWhRkJVWROm4aBopdCMFGEYKDLHIIlB9oFKL4Nn8p0T7GddiTl+O4HveV+4U8Y7jGEMYxhvp9hsDSRXIiEY40q2P4OhlN8v93ftloHvmYsTbDM7OysKkQTbqF4ze7UkLyZYDVdElZ1KG+vXukKsRJ5YJu62D/SUrzeuh20Eq3C7fXLoYI/9UvVBlWMRurNxznKyZz8PFoW3/p5Jgpv31+VzZIFgk0nIANAqcvJp1nfv9ejXB2uNHKwhqhg6FfAGwPgDiipiQWkYomrJpyJfKYq+5L3UWy8YBKrIezKYDHvhc948pp1JvNI8IceAawuMTtzFK81X8fDo/SibVz73uB/TThVV08LxzkkhropC4BUiV8soGJC6Md9p1hWcfwJY8nkIYqXgSIXGzbfFmpIk0hgFY3DWByydBqqGNNGxo9oBdGW/0/+rqokCAcYTiKKORTMwsOQWEMRK0SM/sPxnxYowVfR6+flYWcNyt4w1VwFbuC/VMmttArvzNZpE5fu9Q6vAVXmdnG9bQPgxex79tROeI1xd4W+sN1g/lgsmRhwTQTfCUhijWNSFnOEHCbrdCJ5P4r2GOEyw5oeITU0BTjQNF5YMjNcSaAbXSOhOoCFMSaSwcHdFKbMyqGDCUicHqqhzUK0Fvt708Z4jUzhS93CqG2DFIjhHqVXKqAWNA1FbYT1nWCb8IK/NIPZEKAKBG4oKPeszEmDyr3eujCREYVoV6Qn2H5rASNmGYxmwgxhzKbCbiqHZpLK3cWjq0vOXNf1PfvtRvGPfIp59Y1n26eF94wJWqRRUTVOwFLBm3TmWfZ8tU8fBHaP45z/yXhw7t4K5lQ4+8eRJrLVd1MMW5hsuopgqPMr2KNMQwEP7J6+aPH+7RH7tv1NIxZ232RrNHQNWuZmJEL8kb7zxhjy2UiK5XNw3OoYvzl9EkCQygYoRpy6r75zY2n/wZidCjUZDEjmip5jILYR1PDX/DNzIg6brmHHGYJsRvGS9LcbgDZuXnHl/AVPOFEqb3Iy5eG9st/Bc80W5Gk/a43AG0KA50ENQslkTK2/y5AhNJmVbBbdPgMJmMSgb15etzv6SXip7vVnweW5f2nXZm7iIr9RZrix3tG40/KxUx8E9h7AWr2QyHX1g6caxK0k8DT5tcDL7HgIG+q9hOhCLl3dJu/SiImof8GGkCsygABUJOlpDpVmCIt58tJuBX3LAgjpmA8ckS14USGOrvd8wtg1AoU3HAIVk3syLuz+ifhQ0R2xrNst2o4SIc2UJlQfnzk09UW7Je4R5ksnE3SRgQ24sfVZsP1nLOXeqKa9sZNTcqDRIhOD7+yIKIrmUGxuiZMYF6Ebd9Yo+BJVYDuAbSPUgQ/Wq2eqEfC0wao8oyxeei6kNJy2tK57Y9B1UxuFIak4s7FvHCFEwOnhg2kDZVEo7bDhza4Oy19wbgj3InMyPk4CDUm7DgRd5/WOUKf3k71WNYk3QypNFKsmYqNmU307RiQJUnBTjBWC+k6IeRmIJdLCy+U2x6ph4/+6aPDYGF5HetXcUv//CAsZKsSROnP8LdQ9TFRv3zFR6qOB37q7hxRMX4bkBDm6v4ey81wMxyf7lyjGtFv7gj7+C0WARD961G+Pj4ygWr2+x7VbGnaasciN+iMMYxjCGMYzrj9wyLq8ZaGNAgAfBK1spkVwufvj9h/DPf+8F+GEsKmgiR8tGj23gex7be11jvFYA/mBdduTIEYxNbcM//uMT+OOXF6ThMVqy8O1Hp/CHxxZF1SPvn/QbnyqVXW4H+IXPn8R/+8GHN/2cY0s+fu2ZOs597suYqTr4+Dt29JovORBEvM+zHFH5oPdVV65UMrChRixRvmydN2QZa90YBVMBrNlcI3NQKWPkChGqzhjMBQSUkeU5bLIpW8nB2qUPZMlfvxGoks9TDySTq2UaBh7ZWUPXqeGzp4736omNb+evLZ9AbjUBXzpTxwvzLbF5ya1eyKjrhDH++PVlfPyeafH83hjnmz7W/Bh7RxyMZQp4nzpdx++/vtprym665OFCAAEAAElEQVRV04gv+cZ9SmjFmR0zeWO6fp4EFL2JhHY2F/kUEoAi9dlGe6F0oFGfpijZOpquOlYbtynqPDqB0yqX5rQUCxxL//gNRsdT50qvOiF4xSczUcNoWVrxIpncDkzUCiFsPUYjsDdIuKsxO1QYyWWmM9B2X92n39gnwCLffwViZzNakUkcM8ZOo68Kk49ZvsGphthPxYkmr0O53Q/sdPHMgoPzbVtskCuWgQ/OjOD9M33Wr5qN9eSGduTioreKMKFKJJVQuBBRVsD9jOGbN83zeowgGlbUlqCE+lUaGbKdUBfWJi14vaRvJSA1LRUzs2uDWHTFQNkoSB8gSkK4iY9z3TVUDdafZIFGcLTiOgLBYLAaF3DKJucp6ysBAvXYqf39JrClX2Vlail6DA7OIKkgt2MdOPeE7NH0sdJcQ7cdiMUzH3cCsH1QjfdOaezeKeMdxjCGMYy3U2wkFF+8eBGvvPLKVdn+/P/Z+w9wWdKzPBR9K3ZcOe61c5w9OUsajSSUECCBAAHm2AQLbBwwvr6c64jv8cEPx+bxwT4cjG24NvEQbGwQIsgIIRSRZkaanHfOe+XUuSve5/3++rure3WvHWaNNHvob9Taa62urvrrr+r6v/B+74suM1KSfd0LtSnQDPNrAr7XcRnPi3GZlTWx7M9L/pjmGsyrBtLIqsamctByDimnkTJAZKcbsrfmUbn98GwR9VwJV5sVZMxOwKX2PwhMF/bsVCOxBrCTFaSfUVrRi1RDYC9Tc8yRp+sHujbSq6VV5dvTsBnWiBQIp31OuqamgSrdn9FjV6wviRS8gF5i3HngdswHC+3aUw+Av/KwVe57vbkujd2sR9m8PzTYPVaykfP1RRwZOrjlTJinp3wSfbuCWWjFei9WTgrQpRcIR4+dUjpp3hQVEyqwCl1cMqJoLIRI0tJVZKZf5nUr6wr3QJC5hElmjKzUvDREon1cfSz+zH1SpiVrU3izcxv+wDlpMYwwBvRcXKpkU1592xwzxGyhlrQ7K4ebMp27ihUE0QjWG5TeJDMFjxmj1mBMD+SUWk1qZGpc7AfRsZv0EhAc4gCVVIDImoTUVxg3Jsw7PEbJC4QRlFKt1XqXX81ajm3g8JCDSxsBGnKescQvzQrw/FkLx/ZEcIuqmWM2U8Aj41SbaA9UahWp+iOPeaHqY8GPsFkLUL9SRtG1cGh2CM1yI2FhTX33REnCgOMmjJjJuFTuIYLtmAiaBip+hIJjY73ZbLGtMD5UjDaKHTWbsTGUdXD7dEHiP0oRVcII8zAwZxpYqngSU7376ESPO5Hzb+Eb794lr1728LFpPHV6CaWah+G8K2Nc2qxjKOfi7gNqnwTJ3H94Gksb57FZbeL2PRO4tNqAVSbTigYXKXMN4NT5y/jNP/4LfMO9+6VGQ9/7jQ5c0c/+WyH20gD8iYne1/xWtL9UYBVK/jSbTaHIJkXO9cr+dNuQ4+C79x/E7188j7pGWxkG7h4dw9unpm96fNfrCElB9/JlvPrqqzh06BAOHDyIJ9dP4mxlodWxZYQxzgcrQqU1k3NbXUaSsOrOtho+NoKNLWAVLtzPlV6CNesKKMAIDVyuXxU63cnskLh7Is+TWgE5G3yM0/lpuxo3b9x/miJO6yKKe9JuPmwxumiEbwczB50xghh6PAt7M7b0YldRVrCKCAxfGFO2s7TudCMmtbYey9Zjh13MLzzHUriOEhQTC42Js5F4AqHht8Af+ly7xy/dWykN8c59J3O39Z0U0jEFl73GFdyK026ba7rwUonDXh+Ua0V6ZcMVuZo2KKnzqGnJo/Tc8j8/DuAY7eShHtNWwE7ySbmH1MYafa66KtssK1z1mXhsO/rs6KM7LnvuKFh0AqmUNnohtlA1PTkWwSEFpyjfCaK4F+pL2OvuR94qdoCXtO3KFrHYYPcfpbpsFF0WkIiuJQI4Iwh4UVuPmrApnZV0D6o9qRl1TFsB4Fi4EAkwlS6W9HQCzCmaIyhFiuJfJ+NbFIQGMOxmMZLhdVE0j+yeHXEcNCJfNClf3Qgx7Nh4aHwUU9netG50Ak+v1bFS94WS/7bxvIBgtH3g+CTOr9Xx4tVyoo8KjBccfO8Dc1KcStvVtSryGRvL9RD1RoTQVnqZeuykz3czWcRRHq9crmF2ZBEnT56Ubjk6RHyRReuNSE19qzGrvNko5gY2sIEN7FZki1xaWhJ2RXbsUfbnZtaRv/2+23BqvoTffeI8aqpyj5G8i3//0bdiz3jhdQerMDbjOTDAfutb34o138K7fvYvcHUjAdUaZKHw8YtfPA/XtZBJfAgd06hf1D9MkD59aQMrVQ+ThY5MGD5/agV//48vSqcQ53++1MAzlzdRzNnI5R3UPTJapL05xS7T4UpeI6RJJwQVfqL9AS+IcLWsZEL1YYRJpYtdjp6pvj94OZnYoo+XBuf3vH8SWZ9+JsnCtgal0Ax//3178POPX+yUPurebcL6ItrZzRC/9PQV0e3ullzk/mp+iKWqhwOjbZAwf/+pz53Fi0sViV6YcPvQ0XH87Qfm8Cdn12Tf0oGVGnr69DS7zFaLRctcgYtS50n/nfuwFIBDxwStf3uATdT8pGm4O433oGmQArv/PEkTJ0EqjoGRrIlaFHYRtiQdgaFKwKbPU2+20QSGchq0o2ILRiL1MGGR7Dicprhmolsnt1VhgSyIijuSUUvCPphwYuookL+TKZL3jJ/QuGuAS+eobYRktRQwUYTVBhOoKnF+fLyOR2di7M8exVjGTujk28bY1TWyEgebwgwTY6GxLnFbzsogY+aE/r4SlGEYjnSFkhmSYBqKm5LynKWMWpjEZyYBK+1rycQ+acmLdgGT7hgq9YtJXJWiwE+KFWFkwTUoL6yeH5TgzZlALWxiLahgxhpCxshjyBzt+3xWYrGKDofgGr5aDJ2c0chBaAqEKulENmBEpvy9a1KTa5iiUu9hxaEiivkiLl2Yl3iGOSzmrXRMMzQ09IZM9N5KMc2brQtxYAMb2MBuJeNaQbA9YwbWNiibc88994ic6Y0a12EbOQSodzRmshJgI/s1Ad9rOVYdl9VRwXq42QIZcIxkfQ8NAgXSgILO+oX2OWphdQtYhT7NWrCE8b3D4mvQXyKwhUbGeqmfdEnmSIxAWUlhiTeuO7evai5bt5eG1FaMkwBzEwBMu5LQ9m+iFBCl83j9ZU77qRUYPX4fc4dRsLM4WzvTEYttOV5qzJSObDZVvj4Nile1AMWw0m1UKzhXPa9qYAnwaH92n/jtVWHTV542Ywo9/vR4hM2xR/WEnyKphfJglVGl0rIJiFe/U1ZUhzy6GkL/Px3j6AYOBeZJn1MS/zCW8zJwTX/rPGrfVAPWCQj3clhtMM/fZp1Pf24s6yt4mNTMVNwiNQUzxli2gdU6/XwdRylWzBbpaeeNliCJTLk/a14ksQBjG4YWAuohwIRSoMLArpo+BDLFOIjsLa4lckH9gnV+7qFdeZzZqEm8n3cNDBdNmeNmE/jyK8AP3TuNDxyeQNFSjeJpIzDkM6ctLJQ9zA65WGmGuFpnrRI4MJzBRN7Baj3AyZUaQofsrgo+R6YUjoqNx2SIsRI0ksj0xsStJ6xDpjqv9+4fxcn1Oi6Vm8jbpjRECHhL4h8D+ayFsYKLvcOZ5HsOHBjL4fx6AyUysmw2ZSzffd8UHjkw2nMuGCufXCjj3HJFmGLu2Tcmcsba3n77Lrx6aR1/8fI8rqxVZUqHcg6+/a0HcXSuc5+rpbo8vzaqHhoNBbBRFy3V0E0ZpMIwXrjaxF1716Q5ibksxjIE4vPfTOaNJxOkn/1vxFirX0yzf//NNZq9Ec3+y6SHyALbl7/8ZflC3IjsTy87OjyMf3D7nThVLqERhtibL2DmJjr4qbP3+Ooinl9fQq1gY/7iGTwyNYtdud6BM525l19+GSsrK3jggQcEOfXs2lmcLi/I+3wQBlHb0amH7AwMMVewegNVEoTnUmMF0+60JK5kP3GEc5XzqARKe08nf7hM+XGIda+Mop3MH6ms+HRtLWykWyMSlgwmCjRA4Esv43tp5o0WnVwfl6kfS0cLvKLlhGRR3OkuGQNFSxX4hYILdAa3SvFIQrCDrq73gtnquOqiG65EJWyGCkSgjUjsdSyjgKH2ccQhVGAFzcTBc1bMMb2/L62x9ESZdOOW03+/ceM173nuLSfLwJBZ3DLWzk48tXEaoJPeTnHEiCJii/VEqLcttwtyk9o/t0vQnkKfyHszdY8SpMJFn4lMoQQ0bGRMNwFJKYcgablMjSW9fxOWJIoJbCtiOj8p3wV17jFGomEYvgKM9DIieQ8URnCpXsKa38BojmMzMWwTOGK1ugMIBLLMnMgM8TsoCf3WSBSgRgA2hiHPGQGS8dwjYNSYRMEaQjnaTLoMFOCFTp/q0jUx6hbFY07Ped624MbU8gS+ZdeQgFS6k9Pa2P38319ZxonVmtDY0cHaNZTBdx+fwoFRFTCO5Bz8/XftxwtXy7i82ZBu3HvmhrBrZGtAOTdewIsX1mDZITx2zaobI6E9VPduhQCjwhA2PUuej3xebmxsiOTbmTNnpNOByV2d6B0eViw3X2+7lZhV+LwZMKsMbGADG9jXz7henDt3TsAqd955J+bm5m56X6Rz/bmPvhV/9xuP4ytnloUC9v1378ZwFxjheuzZi+v4uT87hS+8Mo+h3DL+2tsr+NH3HGnRynYb12cyRHItZlxW8WN893/8Ei5TY5mJTXaUpXwtz4tgDSs+2V7xDP9Sagb41KtL+GsP7mn9/cpGHf+fj70kkj9MaJHZjeARJqs2qj48AaV0+aKa2ToZgPiq1whFlT+S+Ks6Sakpj5PkkO4SFJAtqfF67ScBpqiushg6XO1Fn6vALDdIbm4A79o/iomcg1eWq8g5CgxDX63XtmlbqXmKac8yUchQqEXBItjxxSRbGsRCn/Iff+oUzm8wkaW6Bznnf3BiVVhZlmt+ch26z1/lucgS2i+prqa59/zxuEyU6syr3qrXPdN53N70xPxUrYfyajrOYJfgdMFs+XIi1dnjE7obND2uVtRDBhCytIirz8R1iBqpvyOrIzJSx1Xfg0YAFAhoT+IAftN4j1ORyjUs4SnJmA5ck9TTMfJ2Dit+SY6roCypzPfWH5G3cihFvObAq5sulutJZyGAixUTB4sGHh7dmtSV/RgGhq1RibkofVsOGvBiAvEZO2QVC00iWzzhxrhSN9BgUjdiMYdsKgSFtOeOUkP8OuasdkPMsO3g9sJRVMKqNKboWE29zX5UAvgdBJq6PHXxWL4ySZluFDFqTbZYTHsZ43DKu0pHrlwEA3bsIINcK04yY0sae1g8ipmUF7aVNKtK14UXeFHQm6nFMBCYAfJWHocOHcTBA4ckj7W+vi4xDSXfaDqeYW7rjcIkeSvFNAOwysAGNrCBfX1rNL7v4/HHH2/J/ryWtYx5dQcFaexTnhLX4Daw9HpNfGI0EGYauP+dd6ESbQjzmmNk+m5/+vRpnD9/XkAqe/bsQS2oSK5VwwbI0q3NNixYjoWyX+4JVFHnYqIZ1eBHvvgx+jhkZCE4RVyRFCiXVnBywrKvs/6SG0/8OgGsM/etmzbJoN91XD1LBCcr91vHLOktuhplCSAQZr9Onzu9rQbPUJmgX7OrGu92bcSd40z70rcPH8VmUGozyfeoGbUrC52+nQJ3sIZgprqVIb5q2jb9TZyunO7Yhxd7OF0/g0lnWnxODfTQ0q4CWKGsTEiwTpvBsNtcgjK6xqfnifI6fqzGZvaIH3rXO3qzgZLsg7HFtezMxjByNoMRxVWUtvSxM5ae5245UgJpyNCi2Cbpu1PKaKyowDq65iDbJ+GasGL6ZE1kHKTuWuKeG41Ymmbzjo2qF2Imb6MWRMjaJkazNk6vN1Bw9He8697sGvOdE3y2xMhlDczNWHAYMPEvQwZGRiw0IwNDKTaVtO0bzeLb7pjG/3x1GadX61ilTA+A/SNZTBRU7WkiZ+N82UM+Y6EmskiGsBTpRgFKALXGxS9YFINqsVK+jYFv3D+M7797Bv/28UvIJE0X/JcxNstXZGa9Z7aA5Qa/u+2x5V0L+8azqDRD/PWH53DnTFHqLL2McfevfuEMvnhiGaW6L/M+O5LFD77jIN5+dEq2cW0LP/LNd+LRO3bh5JUNyRXduW8Ch2aHtzzzJ4Zzcna1po+1mpKyVSfZ3o5ENxsNst5YOHLsDpFtokoI4xmSMLzyyisCHE83GL8RQO8afH+rgFVqtdp1y+bdCnbLgFVei/HBqYN7arnv3bt3R2446jhTEuhmjYvY7106g4u1iiRD+d+p8iYuVMv43gNHMdcFWGHXIZO6BNnQkSP67Ln1S3h6/SqoTE0jDVi3VYIYG80IxW3yznSUXimdwF0jdwhjw5nqaax6XPDVg7QNFkhQoeJoqASl7mDS7CZybonsDhNHdIKUzlrn2BRxnNJaJCKYlGPcAZkcyJShkq8p2ZzrluzR7lnf5bvlEF6fO6QK9jkzp+jXE71wOpyKrk6zy2g0cdrpU+egHaZuTUo61FkzL4wnlAOiM6opAdNOtQZlCDgmDZJOOizTvBr9TPXUdcBxt8zZTjyGtaamgkd0XYMOgIehigN9LkEbtBJ1JlRT45XzEqCUOjfSSgv/SQrJvMUhFho4u5W05nUMoxC1el0kcYh6JWhrzt7f6kYsYxO1mJ1/yVH7jJl/ZodfdiKLGYcyXI4cpxG2JYyyVoapU4Us62F0am8vTmB3dgjrfh22U4VjmnCNzi+wjCQ0Ydhp2nh1xlrSSZ2jITSK6mFvYKMRY19G0XRn2dUYKYdVvuMcU2TAyahuSB9NJR+U3F+6C7Bo5VDIbx9Ifub8Bh67XJLCBJH0HNl6I8DHAPzYw7uFclvG4Fh4eP8oHt52b8Cjt8/iiZNLOFP2YNquUOWlnVzfDxEEBuZ9A98wohZpXufJyUl50RqNhqwDfFFDls8ejebVkkFfD2fkVupCpA3AKgMb2MAG9vUxgi6Z2CXQ42Zkf/rZ8d0j8rpZe+bCOv7KLzyGajMQhpNa2cPPfeokvnJ2Df/t77xNACLa6Duz2Eq2gCNHjuDAgQNYKDXxA7/2FM6t1tU2BKP28LVKZQ/FotsXOMLP/Js/Oy0yhN921yx+55mr+JlPn8LVTcXUQs1v3+tM1PlBKHrRavk3tgUysCMq7EZXMP6STiklHUT6WwGmUGtdtKWVJE0LeEH3bVuajhTNcNSW1ehOPraYOW7QbSF18HsPTkhiWYNyxvKO0P1SKqWViBT3ur1zJsnYubZWD1Bq+JIsTOr28t4HD06KZvjlUgNfvLCB02tVnF2vC0hFkticA0tROP/RqVVMDbuSvNK+upboEZ37WO2z3/Xol4htz9+Nz8uWeCGpBDAGyZsW6il50O5dc6zsU3ST68b8J0FQnTvrN6a2lCdDaSYnmZwedgPUgiS+a7GHdo4yhAlPvPQIAYEtRoxRx4cdeogtSutY2JOdweH8nlYs/9XNF0QyR2RQO4LK9EgZ6xs4s5HFyxs+6ptMlhooOiHySfaIX6OLFQMXa3XsL/ROjhH4P25NwYsbCMJ1WKggY2Q7jsufCVYxjSJeLZUSFkhdIlGdlNKVyVhQYiol1EqmlPuG90neIBO7UliQfEIiQRv6gTBSFqw8MoaNxeY63CS/oPZLbXoTk84IHKN3cprGfTUNXn0lm6Q/7xuRSPUSstKeQgVQ2T69wIvMyg6fE/0YT9XlUJLC6h5gApIvyiPwc+VyWeIZyiacOHFCYhgd0/BfxkBfD7uVYhoNVrlVEtEDG9jABvZGM81yfDPGWIYFNsYBx44d2xGgo7CM95Hzu15rxBV4aCofkNKdsY8aArAsyxxpN0MkZX8Yn73tbW+TxrhGVEM53kjqGRzP1vNiDprM9mTe7mfMpy95VzCb2Su/LzQvw4ubquaQatJN7zNdQbC6rg0/p9jx6S0pBu5uwIo0J0tdRm3PvLgCpYdSq1C7buf4+aPddw3trAUwp63qSFtbY9NAlZb8ap+96s/TJySod8gpoBpW5A21nlO1wJdag953GrDeAgjFBKyEXUwxCkw0m5uRGtaat4FSUMaGt54CamhgjvrPixpbAgN13CSmkblW+AQ9K/rs6Fv3mz4BeyTxRBfeWphK+ln37rgl+yNYVaHUEAHsPHPZtnvcwoSogBIi09pj3vlDlIy9651WxanJOkUSY1Yb/KsF29JxlJK17dgv/XyS5SdzRtkesqs06hFskcoxMVNw8E/eugfTBUcYQb50uYxfeGZe4tEi2Uz6Y8MxPWzhZa+Co4ddidmj2BBZIv0R1zGwENblnmoxkabn1DDwzoNjuG2qgFMrVfzR2Q3Uwwh7RxT4Xm/Db9PdI1k8vlpFJWl44bH8QFVVWrE77wuR91VNw2xJ/1v3zMp7R8ZzeHm1Luez6YWwAzYbAHbGxf3TRfzF1QpKXoiRjPLzuY+yF+HYeA6P7O/PEEn77CuL+NiTlyVf45NtluwolSb+y2fP4PB0ETMjqsbD+tHdBybltZ09eHQGn3rqAl6+uIaGopBJ0fTwRlEJnSurVTx4eApZVykAaHnTw4cPS16L9frV1VWJZ8gkScCKrtEw1/X18NNvJfD9m7FG86YHq2jZHwb0pE7dt2/fju2bC+2zqxVcrTUx6tp4cHJYNJuv106U1nGxWpEEFxdS0oKRpYCI0y8vz+O79x1pbctExIsvvijjP3r0qHxpXty4iqfXL7XQseIKCLK1e+EysO5RT7p/ApbbbPolrHsbWPEWUQ8b7URSD/hre1lS6FX9czfAQv3NFMeJCRfNAKJBHfy9GXqSXGrPqy9gFXZ/KdYMtU/lwHRSe2lAQ6tzMUkStl2dTrhCu8MxPdZ+oJZk0Uww2nlTsZqQtlihmRUNMJPSTioh1JbmaY1OpyC3zDvfI0inFK3JuSqZo61oV73Pa6HC0wmvLdv2P82OPVyzdfQam3WAcWJ29fVGZYjud/f4eu1PAEwOwojAia4ToBNFhyqiKy93WCtg6kvjTFkc5Sq0ToUOqus6CBqUmGmgtFTBfHMFk1MTGJ8cE5S6yXs1aIpD22egyJtZjGaGEUkiNRQnWFDHpotm4tzzPiaKN/b6X0+OfcTJCJtKKY4E2Z++/grAQ4fPlM7T1nR0oNF1sreTZWiqYMIPG7DjjEgBNWN2CkZwYhue58NyTQGxFIwiqnS+Qdp6jZRWALQstkdskiL+cxc2sNEIBJRCNDQdv7IX4vmlCs5vNHBs4sZQn7ftHsXf+Mbj+FefOg3b70LuG5CCEIs/oWHikbvaHdVpoyQQO9D54lwRAMhELyk7T506JQBAOk1krOK/XyvJoIEjNLCBDWxgf3nsZgNuLfvDQiBjgZ0MSC8sl/GJJy+gUvfx8NEpvOvOOUlUXI8RmPF//s9XUGn4wshCVjMBWsDEY2dW8JlXlvCBu1QChu8xnmFS4qGHHpK1tuGH+L5ffRIvXS23fZl+oGABp0Zw2IbW8/0YXhDiP3/pAg5N5vHvPnNawBEtQESyndGLajrt2/bwc6VLjjGbY4qfp31N+RuB/VGEJoXHU2s7gbTZrAPLIXsdEzYJQEQSb537Vw14Rk+GFXUpjC1zQb9H14XJdFJtqE62bhN6btMQ2aN7Z4fw1t3D4p89ODeML1/cQMZiZ5YBJzJQTU7BMQlIaCfyyIYiQIxEO1uAyOJzQ+SVhlwTv//KEv7zU5eVFrh0EqqMJrvk9H6Y/Gz4EQ4MZXG55LeAKulEMX/0mKCzmbC0bhisIh5rK2nd2yRGS8AhW2c32QsvWULKMeaa2PDaVNj6FslaBvaQEtoLQMUaBbNXrQqdnZy8BooCmx1ySfNmkqQlEIRxJRlVAkzkmWQHWnndVFNB+rTJqqIALmr0WTNC3g1RZ5TgBTCaIZauXAUKTYTDw1g1Dcw388L8Me4GioGm13nHwOn1Iiqep5hOyPQRGSj7lmjU897I2GR2MXGuWusLVkESg2SNPMYdQwAjEnMlAHz5vkY+qn4GZyo1NISZUjGq2CYpwHV3MOdI/ayT9l4c4S/WLuP9UzmMOVmMOiNY89n9nJFuYy/wpOAw7U5KN/SmX0WV8Y+RdDnGwFx2HCP29jIwIXx56ZyGvhrch2c0YcfsqLzBZ3qYMNaKXFCP+U8KULxOvcJo5oGY1+Lr4MGD8lzVjVmaSZKMVWnJoK9VwvVWimnebIndgQ1sYAO7FYzrBLvpKftDYOXx48d3bN+qAkHfSDVOCutZH0brXkYfRYAqSR5aGLklbR2jGdcEoKp9S667bCZmLHP//ffLuTSjhjCx94o3ui1jZuCF3rbjoWxQNSyhGTZQJ4scGbuv6XKkvMUuh1mgHMIqTsaOQBi8NfhFycezWK9Y6QgG1safw9hGxWdeus3yoaEnyqdus0f2bhluWzfboYany74Z+/SR59S+t5K5N3GgsEf8zHF3DBdqF6UmYMYmAi+C4SqfUo8tfVGkhiUHDHv016oY77nNl1AKSomSgDpyWp5I7o+EN0OasJNal35PG8E8pmUJ23m6VkcWEd5eqX6OLXOi+Dl0XNwNWUln/lV81Y9RRY+Ibw9ZBVRjrydYesgqImOaIl+jpoznrnL5rQMlt9V6w8WIS9mpdgwn5xIDdc+BiRAbdQeVhi1xcijglq3H1NezGZhwLILXFZNitWGiHhvIGCGswMOkUcHGxTqisTEsO3lc9iJMjToos4nC72xtVjUQdThKrO6dNXDZ8yR+oVQseSILWaDRVPPCqo2HCEuNJnbl+suGTRddeW2GMT55dr2j7qTn7Ezdl+YBh7QpjNXJDElgStQpWZsE/nLRqjHwiy+v4O/cOY23zQ3jK1crWKn7IjFUrdVR8mPsG87gfftHxcf+1IUNNGpkXWIsxhjcwgcPjV0zx/Txpy7hynpN2FNyrJ/EMTZrPp6/tIEnz63hQ/ftxo3Y5HAOf/uD9+CnfucrwKVSJ/pJKJcs0b+teQHeedecsLR0G2sulH7ji/PJGEY3GJOtSoNbdEzDms7XwnSz0K1i1TdZTGO/mRO7RGYRqMIbm0jdS5cu7dh41ho+/v1Ll7BYZz+TeuT+4YUV/O3bd+NY0tXfbV5I5KqBS7Uq/uzqAs5XqqIFl7UN5G0mLNR2XAAJYlHJ2lj0G69evYp777239QW+VNvEV1YvSTKQ23PRa+VXewBWRPWkD+CmEbIDST3QXyidREGYJSy4liMJ37TpvbqJHEk3mpqLlEKqqio5F2zl/BgJy0pnwpGo3V5gBjpOzchT+2klEZMlv4VITWWUSbObAqyoffgKPdxDFkfLDU06u4TVZCVYVEAYWU/UOXCsAlMxXBTMIbgJFRw7wph0q8dVGYvtdp6TXvSVw9VJ1iZOUdyWuCH13Fq42AFsSe8njdrVAA/SGm4v57PVdDK5DaTpsY0+VrKKtqjwbpBRRRvPNWtmURFk9lYAlRPm5J6Xw/Ayk2EnUiASspuk98WkJhvVKH2jEnjJidMRChWSWV8zoU6OwhZzR7cFkVIdp1PLhKWASawMHJMyOw5CFxiOx1Epl+EWLDSDmrDpZDJZuK6rqBUjkBBanWeLMpCJ5iG55qHvqwRkEtjw+8QxcdT2DVBR8lzyKAp9NrsSW/eBQY32oYQqvHN7jR6XY3S1luqfAqsJM7SQM/MYxzTK0Tp8KJ11q2FjPD8j35sihtFEQ148tgNHgCpbgEZdVvVDLFZ9VRhJfT/4WCo1Q8xXvBsGq9DecnQa2a/Mw1ju1BCNtZa9Y+L47CgevE0VxbYzzhWTt3xR249Bs5YMorwCi2lpySAmhF8vZ+VW6kIcyAANbGADG9jX1rhGkIWEccxdd90l/95sF2Mv+63Pn8Q//83H4fk6MQW8845d+JW//14UsltBm/TV6p7ys37hz0/iVz5/GhdXq7Ku1oy2nGDWNeAFwFfOrQlYhY0DTOoSGKoZIjfrPn76kyfw8tWyJCUZdVzrzHqduwJ/xJII2gwCPHtpAz/5iRMCiiBrCEEctRSjSnoPtq3Y6LRLrZOs6U6ptCmGlW7gSCzgil7WbNK/UnTK3dYJTlEjS8dVGtTCe4CgXPrHncdlTGbgod3D+Hffchw/88Vz+N0XF5LISvmCYzkHmYwlXWjvPTCO779nV8tH/lsP7sHLSxUsVb0WC54AcAzFgKLnigAVUi4zeahiT0V3zARovemj4UX41SevCHDHtU3x/Swjgu+pbsIgkQmiCa2xbeLR3UP48tWy/N5Poof63mYPOSBhT+75ifb10HOozmcrQXTSvHdtY+LeNnC4mMWzS4zdE9c6SaS/b+8wvnHvCH7vwhrm657EGUWY2JV1cLnRxHqKiYefy2eBWlNyd62xUtqm5lFCk0B0A0YcYfdIhKwTwzbY9anun/RwmcwdyzKOjlHxeC0MNCMLi7UsNu0Q94/ZODY2AacCPL22hlML8wgYK1H2yXKw7ti4bTgCe1kCBBKni2iNYWC14aDkZTDmOmh4Tfi89gkophpYGMsQvM4Y25Rrez1GQP+EM4IrjSWUgmpyr5sCLjlRDlCWZIXaF1tVoojnHAnLjCosdLZk8H+bgYfPLJ/BR+buwN7snDS7rAebqivYj7E7swsTjkrePjByGBfry1j3K1J02ZUZx57sxDVzTGw+UM8DFTOqe4c/MYNxbTr13sYCWNKy2ufwUiwJesgI9TAWyKampuRFY6JXg1d0/ivNuvJ60kTfSjHNQAZoYAMb2MC+tqbZ4rluEeDx9NNP79i+hcHCZINje20WIrPYhRn3bkLTngVrAZ5w6KkaQqvxVvJ/if+a/EcwxIULF6TZjc0DzCVKDprAkmhTtm37nDdex5J6ChkVk89uhuvwwx56lD2ANt3ObtKymzpPLQOZzI9uKE5qBTT6dmmgijbm2rMWmcNTrIgdc6l8Zu1XtQAOqVoD60iMI3tB63Ve/VjxKMacUTxbek4amTtqHyJ3Hwvr/b78bsxkFfND1spib26PAFaY1zbc9kTocelxtGsGqk7B66lAKPTu1Fm9UHqhBXo3mXQnqIV3ifj+nQ3QZPYrWgVhYOnXYKxA2CYa2vnXc0qZHHWTdvw93TthE7wh89l+RzOf9Lq7tFvOf1lv1FsxbiA46WLVxlwxh0akZFr1TLE28vDYAYzZPp5c20A1COTYMwU2D1t4edNL+FiU1QML89UsZvKNlsID90VZnoOjVewZBlbrDp6bH0HZs1FumMg5BOy04y/tgoehiVrTgmNFcB3mI2KJlzKugdBz8ODICD6wO4egXsIfLlSwFLDBxYDl2hJD5XxgyLMQVhRzJONcXlPK6ExNks3dxKhloWHEqCc1U/abZ0Ry18CwSzZKBZK6Hnvr3BC+Ol/B88tViYN4zRnb7hvPYKGpWJm0TBf5DEyTUjmKsYaqGgx5+Dc9D7wrPn+1gn1DLr7twBj+5n2z+MTpVZzbbMq1v23IwF+/b1Zi+m8/Oi4sM49dLQtz/b1TBbx77zCOjF1bQu3UQlnyJaOUCUrmno3Fi5sNnFwo40O4cTu2Zwyjw4X+lKamiemRHN5//77rq38lTJKUU2NMUSqVJJ5hTVwzSaYlg14vJknWh26VeIY2AKvcApbWDCRKlzc5O+d5s+2U/faZBSwwq9RKBcao+CF+6dUr+JcPHko03tRYHl9axxcWV7HabMoDk84Au4WSWjvqQQw24uVILR1SxsRA1nEk0UBKOe6DSV1+YeuBj09cPYX5RgWBgAoUr0nOCiRh1iMNKv/PzqQWv1aShCVQpZ5IgKjzoBZfFZWAII6CFJqJAu12JPi3LJ225OGrmCo6IRB8MEtR/hoJIOUg9DY6JhlL0fKmIRtabqgNClHOl2Yqkb8lzga1AblYCX1dOiFMh0Z0Jx2shovyudCLpYPJdrhtQt1G6l8yTxBVJ06bGo9mfNHHVbIrrTR3B5AmPTMEACgGle4Uq9pKABSwlaPZxZTCK01t7ECkWTqgv1tM0L3bFda7QC56vERTt7dJmEF6UTu2AENbQSraXCMD27JQjIqCMJdzonMXO3DjnACB+CeCOnyjkSDYVbucFVjI2bkWuIn7zxoZAa3wmjIJ6ccJCr3VEEuNw0DNH5Ou4nS2nfy4i1VFAVUUGlqosA0DOTsLRC6MEQNjE0PiNPIr4jWbaFSbkuDlfV3frMNiIt61W4UDsgfxfpL7MwFpp1l/HIu8duyqtAW4UouqCihjZOEi2/e7QteUAYEEEckmdDD6dTyn0/GK16Ut1pU232zCCskYVEDOyAu99UuXX0ZhLNfSVCXwhuCUazGpbB0zWoWONNpY63gqavebs9VqO1Dr6Figw26a+MhD28u8XVqp4MxiWZzJu/aNYyjRc6QjQkYVvjQrl0b0vvTSS7J+pOno+DzeKTq6W6kLkVStvKZvJtTuwAY2sIG9kZ+5jAXohzIWoGQBg/WdimnOzG/iJ37jcTQ8JqQ0xtXAF168ip/7o+fxT77r/pa/sVZu4Cf/+9P45HNXpEPGsS1UhP3Cavkm5UpDumgMy0a5GQpwoZCxRHrv5ZdfFqpvSv/wGP/zxQX8+H9/AasVFvh1l1GiW901znTSbitlMaV3OqmwmQT60pk1AbG6NhNSJgx2XXXt2HXZW9W5r1ZOVL9h9mfra3+uP/ChzYBybZ9B7SeV3E35fc1mgEym7XfqvRFE8pE7Z/DKUgV/empFEnNmxOtCcRhTJHuyYYSKAfzRy4vCCPm3Ht4ribxSMxBmG+m0TPYndNmJH6eTdrw+7AjU00wwCq/YZrWptMeTa8OfG14oY+L+CVjhZ8jEwmYqvb8PHRlHOQFx9AIfCXtL0mmhfKTORBRZXrIWUE0xnbQnTYGW0lJLZHbpBsJv+Vif95jEyzoGLjWamB1ysFILRJN7PGvjA/tG8MF9IxIz/+jxGbywVsNvn1jF+YqHMwKwB/IZwMm2pSv5dSpmFZ6dfnK5wW48drImtNqBiTMrOZmv2WEfM4UmFipZkfxpjRUxZnKBxK01z4YXMeaJkaHuvcHcgo2rtRzeNzWLddfHcqOBUeYLEsr6qt/EZhDjgu/jUMFELpuXrk9JrsLAYpSRGIyMr3XG0dJxqJKqjVBJ3JpCNx8hY9VxunpBZE7HnVHkre063pK4SAPCKNXsA5XkWndG6rzvCBHhI4UxXlsEKf1V2ggaWGhUMZcbwu7sLszG06g2anjy/FcxdaANRhmy87hzaD9uztJwNv379bGe9jOWaq51SENASttu0K4ypAoSTOTypZkktWTQ4uKiAB8JFNTxzE4zSd5KMQ2LplxTBzawgQ1sYK+/DJCOBTRbPPNtXDO2Y8W+EYsMAhu2xkeh4anmVgXJVX+Dn+TV1fY69986r8RfsVlpbjUCGwiDAM+/+DI2Nzfx8MMPS35Q1tlwQ/LZigFbsXYwb71dd6mShwk7GnoFTNHVkcjaAZsfFathKMVu1jc6zp11C0oKpYEqOheu8+XCYtjJQJE+rjbmyfsZG5qbQXsfnV6Ruh80AF2RQqrCSnp7gjbIju6lalH6+Dkrj8nMBM5VL0itKApUPpk1Gs2aQzmhEE3MN64gY9kYc8fks82Ihf2EmU7QHNyO16OzOsM5ZM5eX281ZtZ70nOukOmK1USBqxU1hmTn23UnNkDbk7jcWO4NThIfTfmLveSS+A7nlNfF7GLbU2B+stq0JW4Y2rB2SFlbIf1JuVsJmSWagj1qtXq336cvH2SxUA9R9vOYzDG+qcMxDEy7wzhe3IMJdwhMh981MoyTlXks+ldlvgg8umvCxIVyHute22fc8FxUPAejbgTb8rCrwOYHxWrEI07mPTy6fw2fPjOJICRgJUIxq5oe9JgZU1UaBE/EcMkymYDj5S40ATcHvOPgCI6OF/H5BQvVrIX9ro0o8NFoNrHQCFC1DORjD9MjDqpk9zcs2XfWBgqFEMNJjS9nkBWRYC11tSg3NGTZcBw2Chj4wrkSYpRwdCyHe6YLEs/2Ms6H+j5pYgAy1QPrkZLYauH4k3uf5+TYgPSvSNNLC0XVyh/we/OJ85v41v2jODSaxY89OCdM9QTGZRFgz5BqnidY6tHdw/K6EWvXLTvjF4WBMqRZ4mbt7GK5P+2pYeCbH9onbC79bKVUxysX1+Tn43vHMZXIETGe4DOWr0OHDrWksBnTECzYaDSkqTjNJLlTNZpbCXwfU4K7VntT1WhuGWaV63WEeLOSTYX/as1AGtFWO5XY3Wj6eHm9KouE7lwTRCYLqc0AP/74KczlXTwyPYLHl9ll1dYhlLShGcOOTQw71ENUSTbVqUakqXpIZWMDjz32GGZnZwVwo78kn106L0AVxTiiFgAulfXQRsEi7Xb3aNV8ZcwQ1SBG1rQUgwsXuZRzQGslGuMYpbCOYQEHqM44jYpl0iojDzjNwJFCLXQdlcCHtPxIL9vuarYudReNXO+Hj0bN6gxzimklgdKkF2syRAxbY6L56EVNBKRKNgy4bqblgGiXi58is8VasIxJZ1ZAEmTVkAd9HMP3A9hZpeWoEUgqzdsJEFDAiAR00PeclcyKRm1rI5PFKCYQGb1YSnpbGLXBJqnZE19bUIJdi0WPdK9y2uje9fjuKQ3OTsdWm2u4cO0EBGBYAojQcxH56v4R0A7vLZOz2egcO3i/VlG0SFvc/rsGn9Tjul5Vt8yHXoRJKy0STgl7igBxWAQRLXmrBTAikloBQpgoZoElRsxuNx6XiFcCZXLZhG6MjkeEfNTE1dMLqAc15IdzKBQLGMmPwGAyOmH5cB2nAzhim478GMYByj7BZur714zryBoFYTHpvrdFqiZSXacCaGkFV72+6x1XuUNXPf231r5TgZwEYnAQk+59BxZ3yqHNDbk4v9kQ6R8WLFjoYLfpeM7B7uG2vvuNmjqvNn16+ySUs38fIdw9jAj+//YXZ/Gp566gVFP06rtG8/ih9x7DQ4e3ajEykbtr1y55aTYROkVk7CLFNhO7aTo6su78ZXCEOA+0N5MjNLCBDWxgX0u73nWWhUXK/rDgeNttt7XWCf67UzHNH3zlHGoNH4HPlG3KTBM/8/Fn8J8/9RK++YH9ODQ7gp/94xeEUUWfQ5zQ1xL8yQRE00/GxMSzqcAMTT/CULCBV1+9jPvuu6/V+X9xrYYf+6/PKYYW20BAbY8U6KM736F/JCigg0lRgzv6uMaUDFqpKKa3jGshCBUDC3dBphLJPaa67XqZ6g3Y3j+6WaabayXouwjyRFZIZIcSJj26qn/roT24f3YY/+mJi2j6AVwCCLKu3CebvLZkIfRDjGZtoSj+3RcXRd7nf330AH7ruXmhDybwglIivAwVYstjYCxrC/iEuthaD9tIEm6UrK2SjSXJxnV3VpLFZiTnYDhjY7NJLXhFQy1MJAfH8MP3zeKffuGCAEEaXcwcPFYgyenknAlIiQI4brsJgj570eX46L9zPMmHhamxE6gi2wt4OlKgpX4yoWSM6QGmzudMlHyCMgwcHstg37CDdT/EnSM5fOv+EQGavLBWF7bVj51ew3qDhYc2vKHaBGZdE5EVC4chjbJLEguFKr4iCaFcU5FMUnN1aT2D3SMBcjawd7iBms9ktmIbyTmMA2JUfRP1QMVVPHle66zJxHaMTS/GctPDYrMh133CdSU562SzmMzn4fo+4jDEZDXE+tV1lI0mcsM5DOWHMIkizpBVMY7RZKdhwiXCaeZ8rzVjZKwQE5kQtlPHRmAiCkpY8TdwKLcHw/ZWH7Ea1rDmb6Jo5eEwY5tc6+frlNbtzBfo6Endceov+hKrHASTWEk8wCRnU4FVaIzlHIHX9G6muFFjc8VWZtIktotfSyrtGmMjU27fbTgBpK5PjYkJnnArVQvngJJAfBEsyO95mkmSgPw0kyS3ey1gk1stphnEMwMb2MAG9voa1x3K/lDONB0L6LWCMc1OdMczV96vUhCZjSQXbgtQpc2MpqvmCtTQru8o0zl/5QTFePyxJ6RpjQ0EOv9HxnWVz07zVCh/RDeh9pyXKBDQCYv7qgW5U76928j44sX0qUOVz9cMIXEgjb5pU/vZ6g/wODoP3deuIaF5LdMz0PLBErxMmkVRyZNSjiiJ5VijMWzcVjwmbOorzWWELJCRjVFqNMybq0hVSxWRYf1E+RTuHLlD8vsLjSWV/zct1Jt1GJmk/oAYGYM+cNBiXgykrqJqX0HsdSgHbLUk4uoKTtnguT+zD83YF1WABIXdOUsJA4r+W9G2URfwfzt+Ut6eDc/3RKJGMaCoj0sDQmokZDDJ20CNTb8ETyWsmHpf3BuBLYyLkh7v1vubTRtXKvSeIxQtB0Y0jrUq5wS4e9c0JtwCNv0GVrwqFuplrEVXE7SFYgRxrQhHRqu4sD6KpeR249h4LdZ9E4fzdTlXMi9qn51Ajqwd4sBoAxc28qg0HTBdMJIl6AioMY7xuX9DWFcoT6rjW34fWUMgiOJEuYZ7x4t4dbMuMkWM6yPHQd5xcWwImK818cBMDnubJZxZWcWCbyNbKOLgxBBO2iZqZPMhy7thdyhRkL2fECfPN1CvxJj3KjJjzyxW8OJKFX/1jmkhFei2L10uYbUR4L7pQksaig08l2O/55dExc/J1U59L6RBhzJBSSy83iSbJr8L6vtDJpVVm771aweBc3+37x7G4mYd61UPGceS7xKZdYdzNu6YG7npfet8QD978PBMz7/zu/hnz1zEf//iKayyeyMGxoey+K5Hj+BbHlKMVWljDaabSVI3GF+8eFH+lq7RELj/lwF8/2aMaW4psMq1bGVlRYAq7Ix/4IEHOhyenUzs1sMI9RZQhabQf7IoJ5pklypNXKgsCYNKmrFZPiMF63ZirZWQScAn/Hmx1sA3HT+OfbvbmmGVwMO56oY8uOVhp/eXJHM0GVv312mUbBAmE5DsilM8KephmeiMJ4lhJtbkPEgHzC5FQfAmKRqtPyjOWNRao7mkE9nayWiix0R6KyYs+s/ldg4cnReV/O1KOCYsGNtZNzhFIWXbM0MgyGqwqJhdjBiWY8mDqJvONw3G4Hv1qNoCoiivK5ZuvY7jbsFPJH9INOqvZZxDMnRw22ychw0XDlz5exM1hbbW+ohbsRp9wSZqJOqM1hZWMb23XaDvR7+t96Ed4W7rhRPvYLpptRGSBk19SQwrEpAQgSqcS339uyWQhCkFPpyYDgUTyAlbEWnetxkvrzNlfRRARcGL07gWotLV/ZzsI3Go1I8UiE+Q2Mk1ayUCk8/zPpmZmcHM1K5O6ZjLF9Bs1DG9a1LAKrKwpaoMSnY8QoUOUGTCSRDrDDYacS1hWOkEcXB70kkSwNQGXykwzs3YdjJQO6nLR/3Db9g3ivLpVSkMUQKNqGSO++G5IdFbvFmbHcpgrd75zNBxA0Ex6/UA+xS4vsO++MoiPv6VCxgpuLht97A8py8sV/Ff/uxV7J18EDMJereXce658PPFThBed3ZTaKeIHSJ8Ly0ZdCOJ2lvJEaITxHP7WmlFDmxgAxvYXzbjWkyaU3YgUvaHwPW08RnMxO9O2Jn5DQFdd1iyHtEXqtV9/O5fnJK4AOzi6wCKqK41gl0st6szP/EBmVR76sIGvu+j7+pIGHzs6asi0ZN3LKXx3M2Wluq40uY6JvZO5HB1s4lACXCnDtcGu8gcqXY+2WcQ0rcRNIB0UOntJTEUdZ52L7CC+oACIvezvp+7zve3szRgRSeztHH4nz69il94/CIqHiVhANOx0WgSHB9IjNeKLSxqgTMxGOKTp1bwA/ftwvOL5YTtzpCOTS9qw6w3Gr5IEKUHQqacZhBJV1q7bSw5RuoaalYU7pqAlLum8vjO26ZwaCyH2aJK7q9S01tr6qQuNIEl3UaQDs3NqNheACphhF05E5k4wol6+7p2A1Vaw5f4oX8OXoMguuW2mz47OtX7Sw127RKUb+BspYlPXy7hExc2sdYMZF7o83Z3mXKsC+UA0yME0KsIle9kTAPDGQvNhp/QkTP21trpMeq+icUqGSUpWxpjKpvBCL8vUYBGFKEWGGgq0spWDoKNNM2Q0QxlTCM8vb6JGYKO4hiLjTrqyQVllyYT8yOui9v27pPjs9GHgGz6tt7GOYS5USx4bNBgcYddvOyoYdcrY6kIYxkfd43FGLYU06B0dUV1XGksolhoJ2+1VUPS64fIGm1wNwsmnLP+lsTVXd27qimGhQL1twq7ibueoTvVWUcwP3k1CfJPt6Aw+0Fx1Js11d7Qw1php9WHuSUFVEkHuFbyZQ23T+8xPzY5OSmvbiZJgiM5d0z06mTvjTJJ3koxDbsQB8wqAxvYwAb2+sv+sMj46KOPduSQdL1mJ8Aqar3s7U+ks8xkX+mg+tDbJH5MN1i+xRRC/zIKsXf/XhzYd6ADOM/mw9Zxuj7PXHyb3aM9EmELj8XDEil6Pco2RFd5CW35HhVXMZ8q7CpkDI+VfCsSoIdmUeHfecyecyEo/a1Mk+llPmJTc59cJmtEiimiW5ZUtwinkrNdplQGUoAVqWF1diCerJ5Cnf4i2U+SnDrnKZ3/57F1EysbQRfqCxh2huXozJtLU7W4rO3PNMnKnrCHyuG6boFur0XdD53FDpFwiYG97i4M20MoWkUZx2JzRc5L9pfyTfU5p+eXo87btkjs6LmgLyxA64qB+hDlaFTNjvvpHpceEkHvrEnqWLdznpWygoRYyfs+m3FF0ogNpJQNjbHU8CQeYIz/4vomFrxlnK+tS1P7kO0JOCXdD8LtGJ+4bh2Wn1dAmaSHfsx2MEJqER4vCUr4nmKTiTGW87HSoH9IhhkLu3M5qfddZT2O3y348p4+SQVGp4QswB7rVzerOFeuy98I9lmrEKClIqqCreqVY2OjuGd6P+5KScesrS0j4wVYyg8hiAn2okevAUKqHsm4KagZmLZd5IfVfc8Y6qWVGp5drOCRHgwmr6zWpUHXTD8HwggBz7nPo4wgmbgr2NSMttqnl+951423kzHNtz+wB2eXK6jUFbMqcwA518a9e0fx8CHFMH8zdsfeUTx9brUzWEuMwCKrD0PNicvr+I3PnJCJOLaLHKDA/HoVv/25E9g7NYS7D2w/JuaWdu/eLS9eA33dFxYWhEmS602aSfJG1pmdqo19raw6AKu88Yw3ETvdKftz++23y43a/WXeSbAK828qP5dOWaTeb/0Ui340lwcNWNGgFD6H+XDlF7eFqSRikSsK11bHwUiCFtNGCSBBgdJBSHwPnRIjMpD7JQLPNflzslAkCyOdkjiFoFULVoxmF0KPC1vO0nTOyuFQAJsEldo1r0JsF7HbrC171EE1t01hXKjQTHY5bk24K0AGx7b18zKqFHNK3713dCuqjjqNZBRULUEMCRCDh+o1Vk3xpvCsnHtfmDgIwuHZ0zkhQ0kX90sXo4Vi7rgea2lj0mk1MsnF02k5lXxMdtoGHlwDsKL3R0c5GxVFeqdauii/a/aWNItL2q6H2lgvpWnAEpORpOEjJbTueuM9yn89I6Fb7Bp3OiGnz03mX6NNffrV/LudoKq2AploSt5H7YNAKrm24jyaiUOvnIR0ElWDsfRfTCe5YluROMqS6eqWjmk0iaj3W5T4csaSOCfVoI3Y5P2UoLL1sQxLnGwy9lA6acvhUiAndb3VeStEeee403PZUfS5TtspCk7aew+OCbr4xZWadE47loEDo1l85PjUNcFm29nds0W8tKTYPTqLWTGmcjY2u4As2r7w0ryc29SwCpCJ0D44XcSJ+U08fXYF33L/3useA6+7dnqQUKrTKaI+PLtGSE+XlgxiInS7eeUatpMU3F8LffdbyXEb2MAGNrBbxVg8Y1KXpiVAu20n2SI3q4mkorY2KkIWV0q/tIx4j2StSrMfClNJkkhJg0UytqLB9dzRLZ0ti+WmfG697qeoclXyhmBSJjUKrimABC3tScBHL/9BA0/SeVEOvx/4RHXVbZ0LDQTZDliSPnx3MpuSQ2Ry6bbt2Dxuxijjo9lV+Hri0iYc+tiJT0jfSydj9RDpM5JKmPI5BPaSTeXyZkMmqtwIUCIkQRLPCbi+6/zUSQIF15LPxoHyz7vfpweuuwW5HeMl1zRER3u15glbC3W2Ob7xrIPFit+RwKY/1M8IWCG7Crf99kPjeNtcEdb6An7udFMSuhqYowAr7f3QX9HXVPnT2/hjkojlvOpzMlDzYuQpbWmQXVUxcWrq51Orawkte3uy4h4v1agSC5NPPgZ+9PgsZvMOnlis4Zc2l+H77XlXyUrGMCyMOBLy1IIY5yshHINshexGVbKo7NLTmAXB5wvVuJLxZSTw0kYFG/mMJMWZPyBDKk+tEYSoIsT+FBCBCT2d8LszijAyv4RPrqyL/I4KPwg8j7A7ZwiTUiP2kbMyCjjC76xBJtcMalEDjaiBvNX5nZd7MnVPUdJ11S8jZ4cwmtnWXLXvWwXX6P7q6PelLJUkwzNddPg7Gc8wXs7FBTQNgm1UAYE5Cjt2Bchy8/tN6HVo6ecKY7yQzDV9/GzdSNECqiT/JgxQqh33+s+9m0mShUXGNGwC00yS6UTvdkySumP5VmFW4bnqGH5gAxvYwAa2s3b58mXJje3fv18kQLvzR9qP3amYpl9iPJ3T1tnmrflv9dktq6ekcyOEQQjbdbBn39ZaUzerelruUA+JIA/JRaeaB1VeeKuzrSXZ00dgg2cvmVCaZmVp/Z4AOfoxqKjtu0D/Kc+Bn7P7sOQHod/z78rH2676s9UUOLs9Egoz+QHrNPSXFVJDrlNSxNemwDpJA6dhoBJWMWIPy5z7IKg8QYx0OpXqPJMxsg6lA52+NY8Ec8MmW7mecYy8mZO/kcU9NFU9qGjnE780qZkltQZ1f3fPkxoP/fEGQVqGjfuGjmHEKeKxC0+iWlD1C5kbASe1Y1/GKCI/0yWH2XvoiUJARDA8rynjihAz+Toul/OoBIGA1vV8LDjrKFWbAkhhf4DltuV5dR+vqnMpZkVpvI8N3Fko4N27ZjCTcfG5tSo2gpqKyfV8J439PPG8w++dtCvjajOQ5l3LJvC7s1FBSmD8N5kH7oUsln9weQUZ08JKM5CqGONZXot1srSahqhb9JKOub3ZxG+fvYzTDU/8ZJ5jHBnwPBt7cllc8UL4YYhclqxDqvmfrLGstZxYq/cEq5DxZiP1fbxa8XC54sEpOlvAKvoW1AS0ve4zHVtKJavr2qrG7Z3JvX/D8Wkslhr49IsLWK95AlbZP1nA3/iGwxjO3XxM8/DRafz2F88kBAydYcjMSFaY7XvZEycWUK41cfteVVeh7Z4o4pXL63ji1YVrglXSxjlk0zBfBw8e7GCSZDxDFhayRzKWoe9PVsnt5vVWYoqM2MQykAH6+lkvKRJ2AVHLncXCtOxPt2mwyk4kL5pMyLY6sNoUUv1M9JY1SjCVYuFDuwVUUc96+ARhmOziMXChUsNsLsJ0ThVXR9wkkZPyJHQnFcchmnXyZVISIbrpjYtgThbY9jot3Vc9qKS4PZGFeUvRe7cQotp6zF/UxXaiCvRbac75BWLPH500kWHhf6aBrOVKwooOHD9BKjwig1tOn4yh7Ujo+6CXkyQJSnZpEaGZSK8QqdzeNumqSxKRBApcK5+jjq7GXQ3LHewrZMUQCEnCktHb0YmvU8qqnXDiEYVKMBk2WUmKGBE5oPa1VxCa7VhR9Jy0kKMg7WGIerXRRmlv8/kb0eLuvt68Dpwz7cxx3kQKKQGMbLdfPTbteMu+eeqkhYtIkmcL68qWMUhik46n+h51jF/YgxRbT2fA0oliF7Ug8RGVM7Ul5tEIMC33xO+/qf5lYpE8KLrg0S6wsIDhiePNQMexnXYnQRShu6lZG+/PDLKoowqT1N8JwpjHbYYecjalgTpNIdrpZBKhTYq83guw2YO6eieTu6TL+yt3TOGdFQ8r9QBFx8T+kawC6DEZGjbke1+ws8hIN8H1GRlahFmICfrWl0E9cwoZB9NJx263rVU9ZKmzljIp9pDyvnF9HerlmocXzy2L1MHhuVHsnVaOKxO37HznS+sF6i5FUmxz/UnT0TExnDauTbcKU8lA331gAxvYwF4fYxfIiy++KLI/lADtF0BzTSEocieMhe+WJUwpLS2ebmMcZVE6h+CLzk2EylknmkSnPQbzErL7OMafvziPtxyZxFBWrff7x3MCZkg2V4dvURMa0jFWzNrYqCeyh1KIj1HqsV73G66SddmeUrv3Z7b3gzTYRZM/qlwpWVsUCx5BFWoqDTjsJGoBa9sdY/rE252cvUE1nFNJ2hIIYhEgr+MgnbxSLqnPeJT7TWuXp8+L8WAQyUsomwH83Y+9iFoKXMOxauaS3ufNJHV7r/TnyAaSfl/0rqMYOeracJ+WiVI9wG89vyS/MylGDfCffM9BYQvZepBtp17AC1nHghfFODqaw4VNEzNujMue8ssJUgmS+0ob/8Y4mfN3wx6uxKDUeI+RcQCGl+U6KZpVVCOlBsbLSRyvLerB0KKvTcOI8ecLG9hXyGJ/gf6gijf0dOgpoH76ZNYR+SXCJMTVlaYUyv9y7k1pUNGfkY7PFhtojByB1a6DS9UGRN1UqOJ18llpwesYUuQuAx/nahVcbpDFk0xGwL7hEAs1NQfs0rTMCOtBDNvjfMS4sBGgxtiKSWjLxGTGEtmiXsH1iD0kMXkj8pA1XVSCBrwoQN6OkLci1EKto65MujdNFkuAnAk0NFPmlnsCmMsOv26JXXUMG7m4KGAVNTYhmldzHZMxVNH/kyXzxuKo5OHWFWfKHtI3VIfdSCmon6mD6IYS3aHBsTOXxheLi5pBlGD8CxcubJEMYkI4Pc+64HirANoJwOd5DmxgAxvYwG7Oeq15LBKSeZigx/vvv7/F5NXrszvZVJwGu7Z/6r2Wsh7RC8zRvcLq5kmHTpGsmfT/gpZEoM5rb4FpJOCNNmpZ7z+NdN96QF1X6D4zyyBLXlOAM+kz6gaqtD+huFnS7CI9xyBsewnzeMKuT2uETfHZBNQhNa0QXuhLAb9dtUjVf1qsLfS5tx6TeWlHgMUEtXNfZBZJWBhbtTW1N0rhdJ1MZy0ruQqG1GLo2/o4Wz+rGBwSP1IrCvRzmTRwSBv9epv+bKrGJkoE7VKCnFcjquGKp9juGV/uyezGtJs0mScfJlsMP0/Wkp7XhjGdgFAY1UAafAn+dgIVU2jiDX6e27XnUP1OKdbtPEF9Djy8NMonDC2M2ciWIiDx2MFsvomc44O9nqbJ2MYUhkYBVrCGaakr275N1e8NSn8m9/WZWhPZlQ3sL+TgGsOIYtVUmsL8yxiqXgbTWRsrni8xnB4p59w2KYuUNCwnDc4qwmpjsSczjox/vdlMgDqKEVRC3wTQU0/iPwLoz1WaeHmjLoyYI46N5UYWlbo6T8JRmgEb0IETXgM2ATpeiNNRjCa/UQQ9UKI4YW7pZfdNF/GHp1clruY281VPWEWDqg/HceHYnU+iZmCIxC17MkgwIE3/6QuW+P5zBTLrbGUt2im/mt+Rv/q2/XjP8WmcX60KI/7xXcMiCUSbLzexWvUxWXCE0f66jbLQjg2PzL/Jd1WD9vIZBzOjub5NU3YPcD6BSBvU0b0OY23mhfMrKNU87Jks4ujcaJKX6WSSJHZA12jIXqyZJNOSQen17FZjiowpkTyQAXpj2PLystCV8uZ78MEHt6X02UmKuems2wKqiHU3sHT9HqU6f9LG76TO+TFhp6mBG76JGoDfOndRFpZjw0P43gN7hSWiWwosnfckpdWaT1phGwXL66Ry63JJSDPcz/iebM8EXZ/k6RbJnwSs0iEbL6us2o84JNRvS8xLnAOXHWMmZVsSFKRI1iT0cmTT2IL4VXIyGpTQIR0j1FvNjs94URNBRHryoZQjx1nuLWuznSmemd5/V6my3uCObmcwzWiijZ8Zs6fgRxT6qajzT4EquI8yNlEwOjXIWoCVbdwVmdM0gpuJTn4HRJYnzcHR2653nrrPXQATUYBaqOja0kYtcS0txOvI+0N/Jn1uihKxPQZqCsIIkYkok0QXtR1g8CyzFsEbyflq7zRB8iYIqi24+q6TaCGo5W1FxpPGmCmmFiNCRICKye7V9mE4pVaSGGfgpYatjuO6jiyILiWewlgWS27D4oZrun11zwvmsICvyLyinGJ1/1OX1ApN2FZC+Zg43WWvIs42Ed4MKrrBKi2JprBdQHm9kru8bnNDGXlpq4VNvFq5jM2gKsUsIrp3ZyZwKD97zXuN45uv+Ng/lsWVzUbruUOHlYWEXSMZHJsuYLnmiRzQaNbGdEE9W47PjeCTz5YxN9YuCjU8NT97xrd2rnfbkycW8Mt/8hyurlTk/hjKu/jAQwfw/e+/Uwog6XMm8whfe/fulWuuJYN0dwnf004REd+3EsXcgDJ7YAMb2MBem/UCc7/66qu4evVqT9mfbqPvQB9iJyzr0vfoQrNvw24BJiFct5PiWtbAVMaV/g/9sIidiAE+/pXz+OMnL6CYdfAvPnIP/vq72F3ZZv7oiBvUD6g1IzT8JlzhQG77bt0yOP3+1npvK9N3T2BL5/tbwSMS30irHBAGXcwsmsWFjBeWKUwqtBYDRyJfqVkx2ztNZDJ7+D78TFrqSF0Wgr21RGp6rIpRUH4ndlpVuvvq3QRRhLrWok2ZzySfEcBhwiphcOy2NIOIxcYGNksQUJP8nUw4d04X8G8+cBT/70+dwtmVWoeONRN/zy9W8DNfuoj1VItZCzSB7W0i76IakBVT/b4WAMN2wnoaqWRjfxCS6tTsB9Jvy212Th//4TlslkPM19MiwGoOCnk2WGztnkwfJpuQZerPXag2pTPwieUKihkL5WYg56CNBI1yrUPSnzOBrhKbvCUaYSyJznryVdVJ6Fb5Ikmw8zrT+HnHMDCbzUgnJa8hgSz8XDnwcblewSvldZyulEVeiNvSN29EAWxEyNiUnVXQDI6JgJfAAtw4wlIQwIpZtAEapolNz8CxYgE5c2uCM2O62JOdwaXGAiphDeWE5p0TM5fzMF+34UWWiqqFLSXCrnyIdU+OjKJlocLihr5eZK41gCk3h5lM4XUD32vj96GbSaUSbmIjXJNCCbdwDRfj9hSy5rXjCs3e2h0jC1MV5yCJC9sAmSTv0S+HowPRa1oMw+Z3IQGsqD8h8iXA7diym0FUM0nyReAKC5JpySDNEjmIaQY2sIEN7C+nlctlYYhkMxcZIq/VkLWT0qYqhZvy5bYxlVHduganf+c6rUvnBFsIMAJ1WZW5JrsoJMDVbgewPQINZtFNm1u32zqm7cbbhzym92f6yPHwXAJD+SAZK+XXSC47FuZ7ygh5kZeAFxJQQAqc08kkn8xjwj7Sba40ENtdwBUHm141xW6iyTt6n3/vOkySeyd1fPq8hfnCRiMBrHSX6+SzUutq75UACuJy2hlZ9anDhUMSA7xaPi1sGu13FbDnUvMy/EjgKa2T0BI2/a4kjX46s/hsfubP9M1Lhgk3ttGMm8jw/T5zwb/XGXv1rmh0XfIEcJ6APrg9wSqHRyrI0b9P7WO1YaOZSElWfQtZSzfpqx0K+AUGFmv6O22gEkS4UK3jQrUGx/ZRcDIougpkoOp6Bq5UsyAGS0GV1LwwNCQHTktkU+qGbaBOGxBFaImJShBiKmML+GTKdcXPrAWcO2DYoaxSiOVGgPmrZXx5qYL5OpljY+SpghA3UPYjEfWs+m22GsaFERuNef0T0IMV+dKUUwtMISs8PNr7+fX23UM4v9kQqSDGcCUvlBjcRYRSOUQ2b0ksx1NjuNtshmjUA+QKbKQnQyXBNZ3xPGO7R2e2ki/spAyQttnRnLy08Rx+/amrePpKSUA/OdvCW/YO4wcfmEM+aUDZzs4tVnBwdhiXlytqHk1DQChNP8BIMYO3HJnGWqWJy2s1yQcdnFLM8wdnR/CZ5y6JZLMGrfD75gUhDu8aueZxzy5s4j/+4XM4u1CSJvBcxsZbbpvF3/ng3SgkDVLauBaxIYwvzjfXKsYzxBWcOnVKGorTTJK3ErNKtapAYgOwytfZeNOcPn1aOjwo+7Nnz55rfkbfZDsBVik4JiLK+ySLW09fYQtgpb3wcZF7/9wk6oGHp9dWJdEiAFphNSGQQZne/sRmGb934TI+sn93kgxLZGVSQBVFNaZ+a0YqyeQkAADSCG/n0HTibBQSlQkzJrncbb6cHaCVDqBK28XjAt4IfcRGL9RyLPqDbux2MG1cy/dSgi5kZqErFXUyefSQs+HfCGLJ2e2HMWEOZKq43of+Fsey+/1UsXk7NhLtYBJw0/0OWVs4T5rWbgvoJY5Q8jeRJf3ujbcGyv83zLIUFY7cfwixdON16kb2HLOAWvq81wOYk2YyqUdtBpe0kcZQAZOUPFE7EGg7sLlEA12PncAUfk70K4k0Nhy4IHBMOdoa/NJC4coA1U+6izD1W+te7Tg53WXWzoSqxF0a9sqEHnUkEwdfb5eG2fBeENR7VzcvHZ8MXEUZaPM5Qn37AJEf4cUXX0I+1wYx6IQfqQHHzEnRQm2g1k5aGibKQQVu5Irzz3t0w9sQFLwkTE0bLkFgdPrIrKRZXKIAa42SOIP7MwTBOded3OW9stysYt2vi5M1nSlghOwuN/A9eql8EetBBTnDRcY0pavyXH1RzmFfrlP6rJfR0Z4byWC64ODCekO0IU1Sk5sx3nN0Ar/94iKeXaiiHoTiZN0zU8B33z6F99+zG0+fW8GJK5uYHMlK5+1qxcMDhyZw/6He3R7aljZq+MU/egZrpQYOzY2K87WyWcfHv3QKe6eG8d4H+nfl8V7QidzDhw9LNzw7FOkYnThxQrTiuT5x7rkNHYyddkZfDxmgN/IYBzawgQ3sVjE+U8kQyWdqP9mfbtvJLsS9k8Wurv5rIjk6Njk6N4KPvvc4fufxc3jpahmR+MIKqCLAFp2AsSyUGz7+6X97GgemiiIPmLWZnFOypL2Sm/yTH8SgOySpLTKIbANM2X7Ybf+mT+62Zf3WN54ZE4ss1nebFJj7yA7J8fuEEQIuofxqSkKJFnaxg2jzvAi202Z/UbeBkpVtn6t6SQjXYzhpEEy3UcaIvqqcr7DSdM4Hr5W8ZzF+4CVWDIrauOnplSp+7dkFLFX9FhNLi000USn50sUNjBRskXW9XuMoKMPDMXz6wgZeXK1hoeqhknT49WPYuZl7JN1ZyfjEimJUU0AVbQTqMAHpZBRwnInuNJU1jc24+VSuk/ucr4TwfMZ86nhZh2yjKuZictOXRg9g1WO8QTmgdhdejW8QBCXfM3XfJYQ2CCNeFwLaKbsa42K1Lmw2PK+8ZaGYyoGseewfBB5fW8CG56EakhGTFOqKRZbzoUXC2l2v7eipTrYawxJGHoG8RSxsxDg3vw7n3FMSy3TTLE+648hbeWz4JZT981IMIYjFcSLsNpuoBhZ8Mrw6wHiGjJVk4zGx3FCdqqQM96WTlrLFBsZcCweKJlaDVUzpztbrTOyyuFGPaxJXMtbKGvk+Hc29rR5VsRosq/sjAbE04waWgwXscvbCNq7NGinZj9hJ8iQqEo7DSEBIkRPDMyqSs1BFIhYxsrDhMhBVrJ6t9kV94ho4uM0xCYSylOx069lPwJMTIfK2/3w3kyTXLw1eOXv2bCvftrS0JNd+O8mgN1JMM7CBDWxgA3ttxjWB3epszDpw4IDkva4HuLhTMc32vN39PtMZAhF+YpBdIa5LLjcpsLSAKmnj2txEBVkM9zhub2eU+VtdV0hW/BvBnqg8Mxs9k3zwtaynT5zUGcjk0at2IsBcy0YUelvGpZuTe8U6GrDC+o9urpTPSAPq1vob3yXDdtmvp/bfuwl3OyZ4HT/1cvkczncy04oxJg02af+mGP5VcNjeSp3PlfoVkaDpLbtDSdAYl6tX+o6hnzFuZDM3j/vUxgmsew68Ocp11hSQZRuWT82U2H9OUrGgyKQmgCtpljcwV2iKrGd6zPxnIhtITMU6QTOysOnFGHaCVgznRSbObuRRDxQjDM2WJt4NFByCzwmCN7HSLKIg+zdQ9glEjxKWS8YZ7XuFc0eZUvW39rUXORyR/lUN/4SzrHuRAHrILBMZJBCgj638bGFzDSO8sNbAfC3Apu+jQV9aGIICmUvGVVRc1WCiloKEgGbo4NqiJxuxRsYYSGSIY5w5/SpGN9s1Gg2+IyPJD941jVfX6vjixU0sntsQBs6Ca2Ox2kTTs2AnbCXNRgDPS5QfGO+5NooW6yChxHeMn+RsgghPXtjAA1N5HEgBSa5Vo+H7J1dqeHmxIr8fmyzg9plCT+nkfvb/PD2Pz59dx3jekYZfSgr/+Zk1me8feeu16+2MBUcLGeyfLOLU/CaqTcXCVG9E+IY7duH3n7yEP3nuCjZrvrC43LVnBD/6jbfh7bfvwueev4yTVzYwOazqSsubdQG+vOPOuW2PSUDLf/qj53Hq6gYOzAzDtU1hV/ncc5cwM5LD97/v9r6f5XEoCcQX1yvNJKmZ8cl0zBiGABbWbrqZJN+I8YzjOFsY/G9le22oja+x8YbSsj8s+D3yyCPXjRzijbVTeohEmkkeig9/ISdI9NXT964ucieAFnYp8d4+MpTDXzu8G3azgU+/cBZmLi+AED5IGj6lUpIkGR+aSq9GEkQvb5bwoWAXRpwM1psEALQ1wRVtqwYJqIE1QrKVkLXAxEw2hxVvs0OXUIA2kiDrXLBpAp5Jdc/xQc5z5iLHB33OUtRYrc9JtyAXqd5fXqWp3XsuRbMuZodcmyWlxRKxjdsmKTqh1lOAFeUY9b+2XhdYpX3GfZLKifSQAsboFF1/64XI7nZo0ywpvRYbnynBBIPUQk2nP0+nhTImN+iFp0mvQ4Mo6U7U+TWtT3flFmuBp3Ri2kKUYtPp3pTug8wtFX4MW8GPTCZ7Ff2hOJ563KRYFoe5nSQleEWcX8Ppmk/1uTSrSS9mozRwZcspC4Nh8v3taB9WhQVBYZPhp+OWT80qHciA1PVd946geNWzSOi32eXJ/xwDR44dxvLCqoDwSJupaZZ1ojdnFuReJ/OOnGMSaJA5SKSv4kDuc820c6W2iBFnGCPuEPzIQyNoCnioQaRrIrO1EWxiylVADYJYAjdC0/B6OkQErz27OY/5ZrkFcDpTXcORwgSOFMavC7yw5ldQCmoomFkJ+miUASPbypXGKvZkJ7d1qniMh/eO4OMvLWH/aBZzI1kpeC2V6wgadSzVAzy9WMFY1sZs0UXVC/GlS5vy/Pn+u2fx4996N/7wqxdwcr4E17bwnW/dj+94eL9Qym9nT51cwNJ6FUf3jLeCs6nRvMgCfe65i9uCVbqNTsT09LS8OM/UTuSaxrXt6aefboFbuh3iN4oNZIAGNrCBDWxnbH5+XrrTd+/ejdtuu+26g2CC7neqC1FilxYdxzVQHAJSICOciaGci7/9gdvxDz50Jy5fvIBPfpUsKBZGCq4U4Su1oFXoZkKu0kySXbGBX/rsKfzwe48nSc8EqKKPm/Ld5LOUljGVbOhudgENZ/CVCxvyXisK2mbYLYnSxK9Jy8SILEwXGGM7Y6yXZgnpNsW8ogExbWDMtYy+ogZna3mf7S5D4Icdcj3C5pfotrf22fo/BZ7QxftrAXW2MNYIBXX7bwQI83eCK5rdDDMyCdQCN/DZMystiaB2d1w7EqUHWw2UvGfa7xNJnT4DJEDGI6sIZXCCCK+uqgS3SA9dR5yi2XHIrrL9dglIPkloChBkm+vu+RF0Y6qA8C0l4SOjYrLVTDonk+1rTQOer6MGFTHW/RhF10DOVcw5zYD3PZO7AULTkNjNSLopycRK3AwprL0gYXVhd6IViVSP+p4pffqyHwvwY9a1seZ7GLVVR181VM8Pg7TfBM4LiEglgRVIR10X5iIYaxUsjkFRjwutfTJydtx6EQsR7Jy1kbcd5MaGMIsiNtbXhVGQpvXB6dfms1lhXjlZvQSfXa+Cmwhl7MOuGlfWMiQ/wiONOqHIE5c8E42I1z/GkA0UbRMjtiMJ7Y1wAyPRiDBVCsgmbsIqMBHsyd+6rRk1sB6tSNOMzp4IK4o1Bce4PoBFJSxJLOsa7cSgE2eECbMaVTBijW37ecWUohqQROpV5jSC79cR+ZQcaKjmGqVgryRgjTqM2IQVUvKWSaJEjpY/E6jC2HVbI72+bnhKbSvVJx3/Xtfpy73OPBxf+/btk2cMpezIEqaZJPme7lAkk+QbrUORyd03UxfiwAY2sIF9rY1rAWMSxjOrq6vbyv70i2l2CoB/Q7QjHdlbA3achVf38eLLL+Hw3ftgc73iufmU9Uh87m7WRfECyELntICl2x2eeeBWrjwBayuWNfXBazGeqxpI+xjM6YrUqfhwW+NCBYzZus9WjLJNgy3z9AQUx11bXitXS3dCCa2oba1ERqiXUX6o87hdV7BHuUYgtVtiBcXK0fM8E/lLys2QabB9JmrnSuqFfmxXXSwBaLARtEEWQblc3fFGMgZKvjAm6ppTzQLes4k4SmQTyRoS1uFYNakXRnJfXPsept+d7GLrebfqbIwZGBsk9cXIRMMHxvJBd7jdmuphJ8SmMBry3C2UPBs1n80FBio+G2R1jYb7DrF7iKD4NstL1g7hmBGqXk7ugqQyI7JCvB91jZHTzVolQSWWqeSJ+K+aN97PiiCgNetmjLLvY9R1Bdi/6QUYcijlFWOtGSBrmlhphCg6Jpaaajyswab7BzhdThwja6rPkZ2mfUUM0BXnMRlXDNkm8raJ8elRFOya5GzYaMqmojRD+t1TBVT9EJ+5uJnE2Jx3IPJCYfsUlYlUDFnabCCXtVE0s2g0AmlOiYMQrgGM5xws1Xx87vwGPnqfql3W/RDnyiGG4gi7ArJdduaKeI/9j+cW8enTq6gljKUZy8Q7D47hBx6c2xb0pG2h3MRTlzcFqDKSVc+60ZySxHri0iY+cve0MJtuZw8dmsSXX10UZpO3H59FrRlgs9rA/NIqXNfGf/3yORSytjDasx712OkVObef/t778b9+5H58/Mtn8ezZJTnm++/fh29/5BCmRnpLB2l76cKqMKvsnx5qyRiNFDJy7M+/eAXf9c6jyAmD8LWtm0mSDcWsyfFfrm1co3i99bXnffBGat6tVqtvuDH9pQKrsEuDlHIs8pFR5UYZUnaKYk4jRaXLSVO1JjnCFjJRP49iA7eP5vGt+yewJ59F0bFw6dIledDdfvAQXq3V4UdcQNTDQD7Sue6qxpcoxobv42hxHI81FXKzM5lLGrE2NJJAgbeMH8TB4rQ4AX+28AQqIamB1M6ZeOOjTME8Om/onPLLWknJdc/vkB+q8EGaIZVbQtMkiawOmfQuU8nMdtdgsoy3Dpsu5ut/uh3Bbjepvb0wrHToD/UcwZYCPB1DAiS6jYsoAQBpZ1GzgPT78vcDpnQMVGX/+gJjxELAtHtoXqbG0b7uyZwIaKcTMJOeLzqZdIY7HaWWkFwHwvta59XPem23lT2m/2cJTiE9YL/5TV+PNOhHnDC5jl2Obg8fcpsBdG3XdlriUANSEvcrTJz+hDq57xkZWk4nXXzRo24n7xVYRwHMikNDGCmqxCYXRd2p9vzzz7dYNyb3jMMZNqUrToBUCRiGyH8mwvXJ82mSt3MYcrlgsaNZ6Y0aAZ3OTUEYcx75TJiMJ7DYXMayv4ZwGlgwl1GtN7AnswsZ05GuQ499A4GPGqrIW/zuq+9cLfRxurqKqUweo872zoScV0RAHpPh5hbNWC/yRTfWNbZ/rr/38DhOrdTwynI1USpg56WBuycNnN5oCBJYO1n8l7NLppVvPuzj9j2jOL57BNVGIMW2a4FUtBGUQuvuIqB8wlr55qUYpNM1nxcACxO9DOxJR8dAXzvE1E5MO8SvlRnstdogsTuwgQ1sYK/NWNRj4Mvn/N13342ZmZkb+vxOMqu0EQ2JH9gFeujY0gB+7kfegWO7x/Hg4UlEYYDnn3tW5OG++aGjePoTJyVeYWdLK4mYAO/lEIxpwhgvXtrAu45NYjhnY36z2emoibvFBoC29On9e0bw//3gbXjrwXF84fQq/sZvPiNyMwKGSDr8yHDRa7wEOGhjVxP1oju1iA04jgaL6CH3BpWLt7ZtrLHVhNr5Wo5oUvxvg0m2376XSlMKJyMmXWOJLI6XksYR8AWbDq4jeaWORX+2ndgeckmrreaedMVex2nEEHWhMMZq2ESxkOmV0m2Ng0ylZAnpSDj3GJZERWSa4C9egELBRS0dmGrKaM2O2Gf6dCddWzTp2ib7SgBE22+X3DME4NuWsNqkb6EgomxnJLmDpLmu43px91Wfc63KFq5pYCzHDr+2bBE359+ZXK37loBVVNKeDRssqNgCcKFsD6mtBbye3LS7c1nUwgAbni/3I1lWbhsZxaX6uiTvKQ8kjQRJUh9JYp9+ueAgWqD/pMsx2U5RqCs2Fx6rHHjIug5275rDnt27WzTL3X7t2PgY7FFTmhVY4KF8qU50S3yUmjyOrBywy1M1QJA1ZtNnoj5CnY00oSUskc2oKbHNgjePsl2CO+fgUvMCitYQJu0plMIKlrw1KTzERoCC42DYUmyGGuBCSZ9Ja+a6kn1anrVXYSTs06zRsS2LY1EGvtlARLbO5BZr1n3Ypip8taR/VFlAGjXY3GIhr4ApHeCU15KgTPpcX8MuGPeyuYIxzcMPPyySQZpJkgAWNpqxM1HHNG8EJslBTDOwgQ1sYK/NSqUSnnzySWmwevTRR2+4s3tnY5obMQNOnEsk5E2RgmDelTGZa7uIEmb4Vl2nz3rFtdo1svDiRgK06NHEqughxIasUeTNouS/V7xF1KJKq9HZSDd0dpkGo+g6UNbKyriTUxHAjB81U8wtmsmla2571WCu08Qf3XbZNlI1LOXfE2B9rU+kt+DVaMVN6bhG5CRVk7c21qFUDHF9YHwtt6OPIzGk+LgKnNMafKpAIPsnA2jCHJqajc5R6waMVNNyt1KBbkhmrEw5TsQmmpFqKOA4NEsijUyiBG73MgUuxzWtYxuJiSPUpCl4u89of5+NASZW6xmZn9Zu5BTUWY5kyVqimCDbsC/G8ATQ+2gEjgKDm5TxJDNi+9vRljiKkXXYTKvZLAnWJ8tRBE+AMbqGmMj2RDHuncjjdKkhkkAE2e/KuZjLZvDFhaqAWDQLK+MH8W5jIGsSqB+DVRCOl2B7npeOaQRQwtub4HtDgWiaETCUz+Hg7hkcPHiwgyFd+7XMz29awxh1TWkkqPVhRm3NrzADGFipei0gDeO+eiNQrLOWiReXqnLfffVKCb//ygquroZwnAo+u3wB33n7FI5O5PClK2U8t1jBWj3A2aUKxh0TR4YVO2+pEeBzZ9dwfLqAR/aPXvM+WavxWkWtGoq2vGNhpeZjteZfE6zy6PFpPHt+FV98ZRFX1moyp5Q6emBPBifmK5Ibmk3AJ/zZsQy8cmUTz1/cwAMHx/H3vu0eAZnwc93yPf2sUieDa9QCqmgjQKXhhag1gusGq3Qb1zGuaYxbeO01kyTj2TNnzkiso8H4/PfrzSRZqVTedEyRtxRYhcnQ48ePSwfizdhOoXZztlrKkp6kVumZtMS2lXQ0pbb/vsOzmCtmBChDB4g3+YMPPig39criEj4zv4B6yPRDn8bCpOGQi+tio4kosiSZle78YpKK650qzQJ7ciM4NryrNYZ9hVm8WjrfYglRnV+BdF0x6cNP8blJoIrW4htzhnGxttFaMLUjweORhnnctVtJjWg7Wir92S3o1wTA0oPBQxPHqRxhJwijpS/ZQeltbOvoKhQzl4HOB5lIyiT/Zc2cOHeVqLTl89ppvF7wRpuRRXVMqr91csXIoihXvW2GZcAU2Zbe+1WamD0S8inwhk6q6qSp+jsBKzz7tPTR9ojqa72XPnYv64XuThvHkrWYyO4PAtKmne70eNL0cXLLtqjEE4emv3pR78Gnv2/yO5G/ESyfIJpEx1u8ft3F1vvs+Rc6OzJkyUS3QTZbQUhd9M2pxXHXrl3y6tDTu7qCIeQlIei4NtjMpxHbBPSoXZIBycGIOyK7JQhEfweKTlEYVEpxDc0olI7DS80rWPCWFMNR3kQDTfg+5ZYCTOVGhGZSgZ58zOUdNAMDq40EaGE52PAbWGpWrwuskjVd+RYx+U2AijY/DlCwskLvfS0bztr4sbfvxTNXy7i00RB08R7Xw9WFeZypRpjMdy5rLIYs1QJsNAJM5hUgqpi7PgdI296pISmcNbxAACpqmmOhmXvbHdvT012PqYIZi0emOER80bhmaIeYOopkXyFVnU708uevdaJ3QJk9sIENbGCvzaTrJoquW/bn9Uzs7pvq1kbu4ZQkdu+hKfzAe47Lz6RKZQMB1ysyXd4XAB97egEn5kuKH0Drsoi1fXoaO2our9dQrXnSSeRLMioFbmHiLgHN0I36Pz58O+7dq5Itbzswhr1jOVxar2EkSWawWL9RC9AMwhaQIw1CGc07GHItnFlSer5p4zgJdLGpMZjqCuzNxrd9arfVsNDlf7JDq1sapuNzXcAR8Tkp39gXdJGKi5I5DoIQjmXCsXm+Lh7YPYwvn1/HYiUNJ0kYN4JoC0Cn31iSv6o4ywCKGQuGp5oZ0ngRsrtQQkgbj2rZoYCFBEjU1VNQcKnlTT7qrjhIJk+BbDQggn6j0HKT6cOPUK4HKBZdGAmlqfjBlLph8d+x5LPdJu+35EBvzFTesTudnhpzosvNGK51Dl3barkfnm53rl+lYhXYgzaeNbC7QKBIhGHXxWqzKT48uwAJEuK8+KHizVR9I22NpYAdgZGKJdmlyKHwc5fqZdw3OoyHxyZkLiczGQG+nKmtYjMg6EJZV7+MakbhtZbu3fYYJY8gcqgqzuQlVl24Kg+Sjs81zTKTfdqvZbKvuVyFV4wlHrCzpgA2NPCIyWdtZY/JX3ZItsFIxJytNpmzCKX7meySBKtcaV5GjfT93FFWgfKbsSesjise9cwpJWvAiz2UAwtm1saQk1PspbEjgJUAAZyEWnw7c4yMMLSkGVP19/F6JIBoFoXFojwiI2jlKZYurmL3wV19mmEYjvImSv/lRozSUYaSAdLBshq5yrlcJ6vKteIZGhO3LPrxJQ0OtZrEM7z+58+fl+10PMPX15q6Wo9pwKwysIENbGA3b8xPzc3NiezPzeSldqqhuJ/1YjynGZENihhyLTh1+pSsS3fccYfUmvy4iQYqamUUxHbymT5HSOf0u3O+yofVjPkWhiyV56PlraJICmrGbBpzssK4ljDPawZ5gk74O9ncCKRpAVVS5pgZNEPll1wPg8p2piHE6bOhiyCNh/0+o5lLEgAAPxeQ/qPPB3iezLES1JG2Nh8H56ggvzfi2pYz1myA/VwXJf3TtnQ0yvll47LAF1p+uzoq2SjSoBj6qLXAT0GqO+D3KWmb5LwSX1ZA4AT3M0ZQkyI1BYYEGkjCUIagiG6jn0twB9lBOudM+fU3DjVSNprx4IWGqDD02kczNLFQzSmGnD5SrdoXz9n6vk+j73l+rEcQgJJBznREvtLOxijYFq7WPGRMA41EOlTXT1V8oWLApKda3qO8Kf/MeYwNAxt+iBNrTbx7bhgjGTY8m9iTd/HMag1rZDOJ2s8SLeUqV83kd4fXXYFxknAzYSrSrPXKDw5FXlUBm9LxSDdDuvZra8tryPiMW00M2zZKupG8S+KXRpYRjoWxsX7LZH2ZtC5hiJofYaPh43+eXMUvPTuPshcKg47ZDLDSLGGt7mFmNIcLJU9APes11naUTPEY60CMu7K2gEyeuVK6LrDKVMEVWSOy0pNRRRt/zzsmpq4BVJHzsi382DffgbffNoNXLq/L9/rwVBarl07gN094KHYBUAgiIdBkJdX4m0+xxl6P7Z4syn43qk2MFdts9KvlBo7OjWK0+NoAJMzVcX3qZpJkrLO5uSnX/uLFi8LAopkk+WJu7GvNJFlNmCK/3k0Af2nBKlpL6mZtJ5O7mpBVmwZeBKH6u37gSoHYtQXp9Mwzz0ggzuS0DsjfOT2FYcfBEysruFwqS3KvA6iSsrIX4Gq9KklMGzYo6EKdM70xE0UEq/Dx8sB4G6hCO1Lcgw2vjMXGWksfkQXtQ/lpzNcXxOnQlGp8t2gXsCe/D+erm6llt700c+FkWoUunuyvx0qXdor6pb6lY88ykTNyktipxSqRrBKK1Bjc6rhq8AWdQrJ3MDnGeSYNnoFORpTW9epbBI9bWtOj1iRqUVlofXuZ6jbb2m0pI+iibk/L+LTnwUDGyImj1Quo0j43jkfR7qX3JwktuT7t5L8G/XBfvUA/7W485SQzwa3u3TQ6lklNdR3T7CUaRHJzqV11CCtWXWC9rocU57sYNrbdWQ+Uuhq/KXJQLW1G+Q4SOdymJ6djk07ut3bZZ//i9IovGSE0fVihAtWo47Y37XdfN6oeNtdL2LVnRsAtGmW9RRe05Rf3n+V0opf7qIYl1MOqUFdrmu4gCuCHCpTC7sIhZ0i6FQlG0abktkzkRBu0qoAsTOD6lPVRHZVSoxDHLERo+JK0zRjq3CklxHso7xio+mRoaQdA/Sjbu23MKWLEKWDdK4tGPcejwTR7chNbvlvNgPJPkRQ10gGDF0Q4s1zFVy9uSuL+8LCBwzlDgIRVL4KbcrIqfiR/H8/d/HJ3/9EZ3HVoCs+cWsDYUE40GVc2a5gayeObHj6I12raEeoFsJyampIXjZJBmnGHDF20tGQQu1Vfbxt0IQ5sYAMb2GszPtvvueeea7I1fC3imYmhrKLq0GvsNl1z08NZGTMD85MnT+LIkSMSm3Htdhzgd37sHfiPnz6JP3jyIpqNJrxUQJM+Uz8I8fxltX6P5ui7x1iu+h1SK9q/OjZdwD172oldduP824/ciR/77y9gteK1fL87dhVFmuiZSxspLLGidf5f33MIT57fwMXVmgITd4UtPK4ASlqF+GuA7/tNZkxGNwsfuWsXPvbiIsrSIXR99eRusAA7r8IUC4w2yZkngJI0q6TEZqQSjg18221T+LFHD+Ajv/YkllOXNb03xgJbcqOSGOyR0E9CGiayaK5sY+KB2SF85uyaYnBJAVW0lSoe8vkkdkkdvJi1BEDE00vPJxOCTFxR21ubJHqTLXTCUFhIKh4Kw5lW3Nrq1LPZqRi3pJ7UnLWZZK4lAbSd9eva5DHjjtgrkRBqgUnUmfQD0mtGHcrrHBolhTbjhRBTmQw+sGsCf7awgk1fNYnwW39yk4UNlejmS9hs2ntrzZsXsnONzRaM6y1cbpQwlsniSEGxOBIMQ/AGfXhNla3mWxnnPWtZmC7VMTw7hoteHXXK9fD7Lrr37TKGjl/zpqOKDH3YidJ+7f6giZdKZ7DpVeAzFkjYaPidFWCMdCgCZV/dJbrTUxLYSSKf72cT6aPlYBk1xtjtaZBcSRAGWPYrIhtbsHOqeBEpNhcCWIq20kjXRYzrLQEMWcPSEU3BMytmEpa5kUBkhPJmJwgwvc/O/AiT71HrxQubH8q22EnTRTY9MiUZdPOmWEP1ly/510ji55utfiTGdalXPMP5ZccfX3v37pW4h934jGeuXLkikkF8T8c0/PdrkegdxDQDG9jABvbajIBEPrdv1nZSBijtU2qZPVqvdZ1rK9ms2UzMHNvb3vY2YQfTYFSuwx4aCGJKTvbP1SrwgM65ahn53qPKG52d7zkzj6I1LPndljyQNNHmUQnLWyIOAixm3Dks+wspiZ/OkQmbCs+7Vai/Cb83cViZBy7aQ1j2l1pvMXbbbnlu5YeTM+I4RQqzRz2GOWz1oa59JC/Wh44Vj8j5nKy80mLL7zzf3vKh9G97nFjrJ+ahxfOLDYy5wyj7ZQWeETB2dxMBfXNb5IAcq83NL43cMtWKnydK6g06LqHcDMEUHTtKNahzK/rxecuU5nX9Hq8s/07GxYLTjn9EjjYBXzDM6RdiptV1t8yrYaDsmXBzBDx17qMeGmiEJsJI1YZYP0nDeFrqDklBpJdCqmYRiiIHZpQXBpPABO4ZLWJvIYtPXFkVQAd9/WoQ4mK93PG59KWib9+CwySDJPNII4zxFwtV/NCxCYxqgAOB7KJ6wWYMxsPJUFuCAgZmMgaOByWsj+7Cc5SSJQO91ETUsfR5cj9Zx0CRQKo+uZpuv9aY3sTvvbKEjQZzE9JiIfdl+t50HEuaOLY0sBAUY5toeqGMpxnG+PXnF6XZtlXPgoH1Zojaah1LfowjY1m4Fj8TodKEsMZs+BEmXfU94/1DtpTrsamii7ftHcGnTq/KNWXthUCVUjPAB2+bxBj1ZFPmhxFqXthuPNF/jyJcWq/jsfMbKNd9HJ7M4kgmxsRQBldWaxgrtMEjZFFxbAsz15D62c4Ozgzj7XfM4U+fvqBYVDI21ssNmedvfetBAczsFAA/bYxPdP2FRiZJXaNhPKMZd/Q2vEdebxBJtVodMKt8Pe21XuCdps0OiHBLUHlMmAh1V9LhxGeKoPEiA585dRmFqyexf/9+Seymb3ie033jY/L6zFe+iv8pmZoehAuxgaJjS9KoFgSSbHNInSuIS806wWSTibdO7MHu/HDnuYss0J1Y8Taw1iyJduCu7IQkbcbdYZytXEQzUnS2E5lRHB8+jHWvoly7INH37vqeyuIkKiakK+YDrBNc0Rq6nIxKZrW041tACgO7Mnsx4oyhEdVRbzLJpBf5/g9XOiyahk7AEAlriG3aiUOk3CMFYiGQQdH7tceknaBk4UeAalRqMa10Lvs6PURwjptADlQ3mVoMk5Wtx+2p2VX0OTFR1rhGIkjL2nQ6lm32kU58s06sdVnqowrFm+w7JsKVY+7aZhtQymv51rmGA0IRmBjUzjKPz/8Iprhe4zVk15zeRwdanXrtQpNNJGz7XGMzoare5hy6AVXJHxMHSyOfVQKRgBii2GOjJTTf2kfK35Q/NxsehoaK8j0T+mz+1yoGpRKWUdJP2Q+h1mO8BWsYGSsr35eNaE307MmqMuQOI28pKktB7vPeN7OSACaiXRcLNEBIOiAJSolSuPnEG+Ldl7H4XWonmzOmjXLQRMYE6BMSrOJHDDwMjDptJOt2xm3vKu7DyeoVrPkVCVAc08be7CR2Z5Q+II16i589t46nr5bFWds15OIbDozirumiaCr+1KdOC1KY73HIX0GMA0Xgvfdl8fyyem6Rto77KTUjvOfAiGhA3qyRTeXHv/sh/P4XT+Gxl67AD0O85bY5fMc7juLYnpsPzq/lCHUbwSjs9uArzbizuLgohUNS1aUlg4j+3ml7MzpCAxvYwAZ2KxkTuzvVhUjGMEmwpXVkpIUnSSom7CZMKj11ahFPPfMsypsbeOihh6SgmLbJoQz+9++8G//wA4fwY//pT/HHp5qtZJrsKgHF7h7LYSzvKjrmpOOMOsmkodWAFXYL7RnL4dd/6KEt8d8De0fxJz/6NvzpK0tYKDVxZLKA9942ibof4ac/dRKfPrkiiZSRnIOPvmUvfvDhvfjMq8uSDCKDJPnimikgiNaX1kCMEY6lnvh6KZOYz4TEf72MFLl//DffgsmCK4m0P3xpUXws5qS2EwXhOWtWDj1PlOohnEQ6r5LOL2EHMVOShKnxkWVO9Mtj4L89cxUfuWsWVzYb0h3I+dVGfWhuQzAMx1tpemgETDyTcdPaApxR3WeG7L+QgFWEmto2cftUAV+6sIGK3//sDCa1k4HxWrdIBwVcrdhaeCkIFuL94NX739caoK2S3xCdbzKpdHeuWQSs9PCpeY43n0swkMnZ8Ju8Jio+5XXg8XvvV41Tbaq87KrHa6RiEyXP0yZg5Gb7hhy8e3YYlSDERMbBsaG8xP5vmRzFZxdXsdz0kTFNZERjqH35VVK6HYsoOvMkRmYji2lgOuuI5NKlWgmH86NSRHhxcwkNAYxz21gxe6Yio4xhYjaTw6rXxOUNA6UwIy0k47kAlqHg9zqW5ozPZIqyvyHHva55ztkZ3DN6THITVxoL2AyYn2CiHFhrsOtSz11yXiGZVOKORDyjcbkvYEseIx3ztZLOlPeNA+RNxWIlGQHGSKBslQ8vCuCadgI0IafK9fnOLCZN2jPYCFelgYDHzRo5jNtTHTEu8xSB4bUkBazYhhO7qinHCBCYzZbOAGPGXQemwF4D1bRDKSBFPa+YVyj7/BqppinZRAkpi3Fp8qfASJo9XluuTajsryOe4TaMU/g6dOhQB7U64xkWENOSQSwgvh6J3gFYZWADG9jAvr6289KmLe9o2y0bzRqe+PJTEsvcf//9W6S2bcOV9fbCmSvYc2xa/PJeptjXE0Z1XUcgO0SL1UONI4Mccmaxc7SGgTFnEgVrCI2o1vItXDODQjiEdX9FJAdprpnFuDMloA+JWxRKAmbCDJnep3aGWFPYIgPUPVvddJKJQz3jzmI2S5YZHxv+uvhIqsbVf41X7ykQhGam4CzQ16JMpWogpt/G2ChMWGPaNR/tw3HcNI79cuMyJt2JVr5a57JVLKClmsyEmV4BYzqxAG2vUEsA0ddr5b4pS2oRVNEUtrxuoEr63BzTkljGEKnaZOyxqgfx3PS5JGWyTqDKNgCbTAJWUYBx1XigY+ZaQOB4Z52NMQRBIOp6bN3/tSAKNbIzNoCiE4LYBgF/+yaqgYGy76iYID2DRmfliWykjF0rTRsFh9c7DchW2985NAnElKqCgFQOFhVby+FiDafKNZEaVSVGdc/wzZaflwD71RQl3CjCrkLwvYPpjIMrVR+nS008NGVjvurj01dKEjMrdcwElC2sj2q+Rxwbd+RD1BtkF6xgpkjmdVMkVNvfF9XgPeKaOFggs2WAkQT8cS17ZM8Idg1l8PRCBb/zyjI2BWgSC3DCZlJDS6iKwoVC0UjOo/V1VU0kRdcSsMxm0vAit1BSG2bcSUUL1jgIVKERMGJUVfNwJVBgFeZAGKvfMdP5vNnOvv+BXRKDffnChsj+sEGFQJX/5b42CQIbSv70pSV85tUlbNYDTBZdfOCOabz7tinUvAA/+bEX8Mnn51H11NgfOwXMFIDvftsuXFiu4sp6DeOFjDDsLpYaePjQBO5KmHNvxjiXf/Ob7xSmmc8+f1lkgY7tHce3vuUgHr2jk7xhJxuKu41MkrOzs/JKM+7wdfbsWVlb0g3GrweTZPVNWKO5pZhVXqvtJMXcbN5BraQSfvKMSahxuQBysWGCh8Zi7qWr8/jee+8VuqjtbNS2MA0bV4VCqo1i5INr2HWwv5jHPc1JfG7pilCl0QGg/pte3982MYN7xqYx6vYuHHOMU5kxeaVtT34Wc7lp1MKGyHBkrIwqhM5fQmRGAlTRLBttORaV/KLRYbhz+E5UgjIuNy4mQIK2o0gWGGH+SOanc0zcj5LmoAzPkDWGzWCtHwSjwzSjCz9LsImkdQSYooAraSPbRIuit/X59G+Q7qiCqdgr1DnqlT/p6JIFRCGYNfMIU11hFAgoQfORsKMqgEpapbG13DZrFoSmuJ4wyLR232UKDNOBOJFzVNrV7T8KqrYH+8wWa31IkBMdQulqzLZIsfSacybcOphbuna7HVqb+8twPpIEnTYebztHV302tT1BSKShbmG0k7HFLHaY6jsgnkl7LJFPSm46k2r7KDBg2sm17UV93gWC6Ub3CpuP6anuSQ0oo5ORlq+SfK+NkdFi8r2hETSixtYhjSQetXK8hBmmD81er3E6yAjNYz2swTcamMxPdgCO0iw5vPf5HVOfZbKXwBvlUKtT7OHOavmoVPBAyZ9mRHmgCPUwQkmkgmLszg5jOnP9C2PWcnHP8EHUwqbQ9OUp/6OLYglLy++8uCRAleEsn0cmTq/WcKXUxPffa+BLp9fw1OWSFKV0ty2HeXITuHO9hvcdHMOTV8ui38hiyvsOjuLbjk3itdr4UA5/44P34K+97w7pCh/KX18yficdoX6MO+xs59pGWQY6RdRRZIcIk7tpyaDrSSBfy8gSNjn52ufz623vfve7cd999+H//r//76/3UAY2sIEN7OuW2J0dKyDrWomETuI5SDVd6NMwnMuI5jC1fxtND82mJ5r022nzcnxv3+fiE6eaiFPUzpq14UP378HbDo1j/0Qe51aqkkSyTRNjORvlZoh9E3n8sw/dgW++cxqFPpSwBKL8lQc6ZWGzjoX/8zvuxHrNE+DL3EhWki2kKN9lqs4t6XSzTQGdaoAKE9DMGzEJ9J6jE/hX33o7fuITr+Ivzq0lIF/1OYIrhNUj6dZrSbcmrgC3I1CF9jfesheXN+p4fr6MIAzBvszrtRZIhGCIHkwgHGd3Z6Ew0SU/M5H6hXNrODiex0sL6ry1EYxDcAp9Lc5TkGR0JwouvDBEk+AGSyUQmXTjD8s1X+aMPh+Z7Zgf/5bjk3j/4Qn8xrNXUdmGIajpU4Y0uT4WGz1irFeVNvZQjv6pAjqQMUfi6G3kkroT6rweGQsyZhrfoQwS7ycm7LqN/iSpnbvYxre19Dyz8cFxTThdMSbBMdv7g4xxVTKY1Ns5N0Ld04pXCrBedAw8uosMHzHuHClgV06xxtCODxek6/KljQpWPB978mRDauBKNZD5TANVxM9P5FAJxqDXR+YV6YQlm2GS2D9ZWcX52rrMFcfGQVgJ65CAJJhQLgxhoWrjlJlHzqekk4maZ4uG/UyRMpztYzJ5TGA8j3Eof/2JR4JE5rKTGHeG8NzGSzhTC1FPgGRa4ojAG3kkSbdhcl2S4xIMxniGL0WRn571zp/StPg2yOxDDlPFhsK9s1d2yBy9Id+eBaacWZBiks4BpD9PsIlnKlkiTWsfGL40QThRBoFJVEonm4vt2MIy4yALH37CMqvyCE6cEabV12wRCw0dpYjXvs9tmFWuZWlqdRoTvRq8QiYvmo5nmPDdCSZJxl5vFrDKIKYZ2MAGdqvajsoACXCgky28F7sZc5yLS0sClqSsw3brPsdX3qhhdIKsK2kfVWd6bbhmDn7U3JpL5vqGrPgJ9Dv6HYfgFL7SlrMKAlwJYiU/w5w8Pz+/MI9mxoObdRRAlEwqqZxtu15jYMZlnBTjauOS+CPdnpGSKlEz1OFIpuonBPDuye/FQuMqvNgXX2Y7k/lP8txSkxemCo6zXUvSRpWAbmiRAL1TzOwb/gZ2ZXdtZSVM5rjFWJ/sgPnOrJFB1avJz4q9kA2fBaz5JQWKSOaJXiD9x7ncrNQbLlYv9zsrtW+eQ8IkKKCDBJhE/1ckSRPVAebanQ4USWfDavffpBkCFqoB1Q94TxEIY2Cl7mIk48E21Pyp+VEyrDU/g6wTCPNH4sar9xMAfL8qjWIwjLFUd9GIApHF0UOr+DY2G7zunZ9JN/Uq0LSSymlEFkpNG8OZoAOokjOGgCiLsYyDI0M5DNGvTTb4lt0T2LORwclSXWKTQ8VRPFfaQEPQ/W12V9XcrsgAFCuqqrc2Qo5ZnRsbVyt+iI+dW8dKPZC5Y2NtXSbARNYmA32MomPhXbvyeGVjGSXTwlDMpgtK2/pomBEqgZOoFSgZnXHXwnIzwGzOwfGx6/c3D4xk5cV9/NqLiwjZrJFujk5OSksEpUogiCVOA4YzlopKkiRFmqhJ3zHpOJa5k7WajfVmgIoX4oqvpIRuny5clwSQNuZLfvjh3fiOO6elYWci52xhVPndp67i9566grxrYShr4/JaHf/lC+clB8Fn+KdenMdGXeUW1HcMuOADj51dxfc9egB/+vw8lkoNZBwT771zFj/ynqNJnQyvqan4e951DB9+5LA0YJFlt9XU8zVqKL4Wk6SWDLp8+XKLSTLdYLwTTJLVNxFYRcc0f6nAKjtJMff+PSP4lVebrbU96UuSh6JGUDZ8gguAD95/O6Yn2xTW/YxfBCswEWt2jxSLXMmLsd708dDEFBbqVZwsb8BLOK0IWHnf7B7cO3bzBUSRK7JVxxEfNC+88IJ8qQ7ePovzzSUlTZNQ0tL4wCdsgomTg4X9yNt5eeXsPK7WL6MW1WRuhu0RZMws5ptX1AfTz42Emo6OAoEuF2rn4UXN1niYwAop69MjCbrF0UtQlwpgkMAPW+hbpp/aCNx+RiABk04bwWqLxaObpo9Jo47PIER5rYK5iT1wbVdkfnhMglEoKaRlX+icEojjNT2cfuksZo9OwpTs4DaWrEZp1K9QxcGFG2UFkBOyIyveFF3AvpZqM3ORQT4eRrWxgRx13ZLKgZ8AXjRAQyfKaUoiKqET7AJ1XItWkPPD6+uaTN6lJIC2Aap0MKEkDCek8RN9zuQ/1Y1oSoGByGwpJJClxE87BOwSa8sCqXOJWoCVbQeQFAMUNknRA4am0hMXdIrOvGsGIPlumDBDGwYT5TDheT6cFJsHacgImFFfI9I+q0XcjG1YoUJ334jxXEYyw4i7EPotrdB0Ylb/v+guWhjPjKHeCOAbXosiM31GvN1qgYd8Jpd08qnCxYjjCmAljkKMOQ7mssPYmxu5ATmntuWtDMBXl51bb+DlpYqwqRApTBvJ2ji3Xsfnzq3hK+fWUBVAnwLM8b6iY8m6xGdPr+Lvv2M/PnBoHOuNAKNZW147aaSX42sn7WYcoV7rG0EkGkjC4pxG9JJim45St2TQzYBtBvruAxvYwAb22k0n2F4LWKWf1MaN2INHZ3D7vgm8fHFV1lQmhGpJoT9jW5JQCIMQnh/g4SMTePvb3nLNY3J8OfGFevjvAF66tC6AiF/4wQfw0V/+KhY2VScbz+eOXcP4jR95C/aOq5jkZoysLXzRuAY+++yz+NbbxvDFRROX1mqIyMhhGfDJHMmOuqwt5753LIef+MAxAW78x+++C7/8xCX8zjNXRc5nNOvgrz4wh196/KJQ48q5dE2DFyr2kJ/7wln8t2fm0UgoWHaPZFGuBz3pktP7YZKNU6+awgwp1isGiXaRXTOd9JpXzdjB5N1m3cdHH96Df/zHr0gSSYA2iWTsWM5BMWtjuepJkojvrdU8SZJ9aK+Nu48dwMGxHO7dNSQUxP/Xl8/jqatlAZiwk+uDRyfwww/sxtryEt47XMXvVx05716mkrdqbASkuDZprSOhOp4dzuDte0bwnccmsFwLcLncwL/63Pm+1zVOwDbsFmPDxr985z5USuv4xfOqQYCJYd5zy5tezzkiyHlyyJVzSs97G3TU+Znu76fXpK9mwHWTWEOz3fS5HunkIsdWFLBHgKJp4OHdWSzXI0lomlaIrB3gfL2G87UYz1llPDA2jIcmRlr73lfICYCFydycZeLRqQj/5cQiTpWbHcexkvhEiLCNSJKxvKdWmgHyToh9mREpDlyubyJn2xiHgRVPwZwcQdyzq5f670PYn5nA44vLYPQ1TOpq00Ij9IQmvNRwMDfkpZpQYriWJRJDe3Od7K7XYxu+hxNVE3XJwCZRC68zf6B2fNL4oXhNW1cIm16MMSvCuFPEekgJsASwkgyL/3COteyorZtaYnYmmyhaLnIsEhkZ5M2iNM7cqDEGyhi9G4UEmJLE0WmhIREzJlMn2Tt7PSdJEx5FyEaFJEZTYJWblubtaTu5rxtjVrmW5fN5eZFJkvvUTJLz8/M4ceKExDBpyaDujvjrjWdobwawysAGNrCB3crs9zsFVmEDYGyEPXKh7aZVSgNKE+/4FIqFkeuLuVqUilvPlWu0AxdZo4BGXE35ZAYz78KmcrNzJGARQ8UzXAu5/rHgeecDtyNkHjdhG2yBNoStRLFVDFmjUtvgewfyWSw351ELKwl4PI8hcwTzvpIV73VqnDvWZq40yMBflwbQLCj1aCUA3a21lZbsULpRVorzjJFCyYfrzxHAQua7a0XCzG1njazIEbFm1A08ylsFBLH6u24oJsDHDk1MmlMYKQ5j1BmVhuzl5ipOV84JEx8tZ2ZxtHgQWWSwcXoN0XDIAlafkbQlXRRbvGoi5hkwfnONHOYy05hyxrEelLDiLydSTv2ubXvS80YeD0/dhl954UVUsqYALrzQQsb0USyqa0p/Oz3nwxlfACcjrg8/Kd6oBgtVTfFDAvpTkqip60tGlbwdYqnOuIK1shj1wEYzVJF7by9OHV0xxijYdM33MWKOwonItkJ2QgJsbKwHJuZRkcE+u17Bh3ZPYDrrthoHHpoYxh0jBSU5Y5s4sJnFxy/Po5k6RyEFSMW3im3GQCOORD6I8etM3sEr6w0s1H0cHHJxuuKhyhifTJ0E8xvATM7Bd+wfxbxXQi2KUIhjFFgXjgxsNiNknBBDroWaRyZ/dY0JcDk4lMGHD4wiz4t7A8bv6TqB9GxsTe4XARARjCOlNtaWumFvCshFts6jIzbWAlPY5Kmwq0gmFbhFPhOqHAaBKWRh4TzMDruIK8CUbWLUNnH/7mG8+9CY1FBu1Mh0y1e3UXr5M68sCYBlZljFPMy1XFyr4ZMvLrKIjLWqL7kVMrqqnEQMP4zx1Ll1/ItvvwsffnAvrqzVMZSzMTd283meXpZxmLPaWfnQm2ko7jbGRIxT+Dp8+HCLSXJ1dVWe52SSTEsGMSa5mfWiUqm86eKZWwqs8kaSAXrvnhFcqXr4NDXXWw9V4iFjSUSReokPnXfuHsbh6wCq0CLTwkW2P7GYr3mBE/AAm4xeWC/j3bsm8OE9B3G1XsWlWgWOaeLo0CiGnddICZsYkwHPPPOMJAHe/va3S6dL9WIDS9hESCkUmJhyR7A7NwTHcjCVoZRQG8E1ZA/hSOE2XKpfwXxjCZveCrKmI4V1jnWLscss8nClcUkAIq25INI1DCWB2ss6nJokkduSyUk0bsjowi44XYhvp4iUde9ZFmbDFATyireAZkzgjEowDdvjwmIhicmO5TtGfiQPM7IEMa0tbxSRNfLCsMLtuZwT/MO5nZiYwExuD9bipYQRZqulJX/0vzxH7qcQt5OA1K3m39r9lH1MKNAs5DAk+1pf3URxqJDwirMjU/iGk03bi6oGnOSQhWeQXjmNVKejmxEgCVlZ+h+ajq6Hgp2/oe+w9t+EJo1gCGpsB6qf0XAV8laBs7U2OqG3EeJQU9eTVj1KgCUKeHIttp5OdpWEFjuyU5qnRvt4acAKhygSRCYMM0KYFDJa+0kcSI18ZyelnFvoCljlZpKPZHlJg2a0tY+hnkttRiElYMWEbdHO4dzzJ+DMuTDGNG1iMgcJLWHd95DJZgRxzuSv3ve4NYq9o68PHTNtqeqJc6mBKtrobF0te1iv++K8kvFSI8zplPOnciOUohK7iW/GOft6GO8l+W7vsDY7JYHm5ubkxf3TgWGid3l5GadOnRL6OTpNfB7x3+uVDHozoXYHNrCBDexWNL1e0E++mSJd2hhv/NKPfwAf/befxOmrGwlTQeJnGzE2NqsCRMhlHPzT/+XR61r7Ob6nr5I6gmu3JckWOpUEqFBC5TMvzqPa9HHPnlF88Z++B598YQFXN+o4PF3EN9450yFbc7PGde/8+fM4ffo0brvtNulu+a1DNfzAL30JZzeVlvXMsIt3Hp2SpMux6QI+eMc0igkYlUwvf/uR/fjAsUn8xy+ex5fPreHXn7iEutcfJMR81q999RJ+9SuXleSNbAdcWKcudh/EfGo3mgyEWAiGg/wwPy9MmrYpyTNuQ5YTgmsqmmYiBbzQh6Ef9c3Hp4XK9z/8xXlUPIofQfyjj9w9i//w2EXpotLMLUJb64d4cS3E/37nTGu/lFD8P953FFfLTazWPOwezmIsa8u8XrhwAX/jnffggQ0D/+xPTnTRbivTtOlMHOpTzduGMGT86P1zePteFSPvKmZEf/tfXeO6cl7p+/31+2bxwMwQzvklFC0fNUY5FkHqquOwPb1pHk0DgR9gNMfOwaCjkVRAKBkLTWrQ9ACqaCOAPggiZLLb+0xx188Vn91/Wg41xncdmMR0zsUza5v4i+V1jLnsqlVzVfYDPLNeEoDKTC4jCern1jfxcqmCRhgiZ1k4PlRALaoqOdpWx2crbdAer6QSSA0dYCLr4mBhBPUoEIaVvOmIRvqa10SDkqBJE0nGjHBbcRRnSr4c20pke/kZHsM1mQS2kTUVcIZzRemf903uR9a+cflJdkl+evkc6gljUXveVAerzArjmgT+Jkwrcs0Uu+X8ZgPNk+dQOFwEckn/QGKynWFgwhkWVsha1Gi9V7ByuK1wsNWs83oYpX908aQ9JkX1zaaFXlkJNmFI4cngd1aLLN0athOJ3V6JXkoC8XXw4EEpamrWFc0kSfbItGTQ9QBmGM/Q3mzJ3YENbGADu5WMcQwLdjthsl7GjpJt77KW3DnpDGLV/X49xjWtOKz9hE7ALFdo5vMtw0HOKMKNs/ClhkAAcAbWDcjeb2ecHwLvWeh85JFHZOxLpXnUzSq1BdXxTBcZ1gYMC3lLgW91rELWlt25AygHmygFG1KjqMSljobUbqMvcql+Fk2RIYo78snq556f6vhRs4yoxlrFcqHrMoRgKA9H+XqdTZbp3TDvbuBQ/jDO186hFGwm25EBYwLVQHFXSiu1znvzWrucGhMz2XZMw9rVhDuGclBNWAGLaDYaeOLJJ+Q+fOT4W3CmcQalsJT0QrfbaJMe3+TI2u/mvcQ6l4OHhu9pHWfWmoQfN1CNKts2pmjQy22Fw3BNB1NhjNWQcTNBSgbGcv1rPJTjjP0sQicSiSUBBSUxABlZvMjEbL6ugOypSdWNC/SSpnNNnN4soh4k7P2qNNTrarZ+Y1xQS2qqwiJhW/ie/Xvk998+v4RG4GM2q1iAGAcv1n18cWkTH9mrmODXmj6+tFTCxWpD5nNXjqBxAyU/lviX58DYRd8N+goQ3MS7hXHgct3H3WN5HCy6OFdSBAJsphhxTGx6ocTK3HcYxDjmWrhrLIsnzi6qWDSZi7o0chBUEYHYjIxhoWib0hT7jl3D+JZ9w30lobazT14s4VMX1f2jY3KJ5clQSpmiJNZRLKmqrkTfWckDAeONZVgCVMqgqeWQUvvnOdw/ncdSPZTmXBprpu8/MIYfuGu6JyPrTtjVzTpKjQAHJjpjJjb4rFSb8BtkVImUrK9W4EiuIJtmXpkv497947ht7sbjxK+X7RQAvx+TJK89YxjdYMy8lQa3jCcxDWs6f1kbim+Nat4O2U6CVSRRdnwa37RvFK+u1+Xh6CDGzz9zBRuSjOKiEONLl0s4UMzg2w9PXHOfBhM+Wks5tUyohVsh/GQ7w8DufFFeO2nsVnnxxRdFUuLIkSNynMu1VVyJK4hi1RPE1eNqo4ycXcBbh/cJ5dkrpXO4WFsQSY+JzCgy7NDz1lv7JVCBzk7WUosWk66yMCSLfDWodABV2kZ0sJpr/chVM8H8uQYAqPkRZofk59Z8yiyaUmxPf76/tZ25XZl9ghgmpTB/p1NGmaBeoAIuPn4PsIiww0AxR5DZ4OWXX8bRo0exf/9+pf/uZ1EjBHLLKNrMIFvf2/qwpJZmr+O3xkG2H2SRRUGcxWbcwMrmMubCmSSh1CV/k06YJcw3X/rcVzGzaxJzB2eFclDOzXLEuRJd7hBbACvdkjS8xtSH7Gf9QETCjsNFgo4LnTIy0yfsH63uu4RhQ+6BpCvPcBIqOc26YzE4uf7FW2jnQiJira1AFqE37B5oJLTOMue2ur85Xm3C90PWH0EFqzu5O4F5vSb8Mqbff+xk4OliO9Hj55F53R966wPY3CjjanMBXobyRqqjUskAGJjLzGDSnEETDbm/+Hnez+wceL2AKrSco+gaCfhLF6yCKMD+qQD7pkMsVoCzi8DLFyN4gamo8OgEslDRr3X5DWp6TdppRyhtnE8mb/ni84fH1JJB586dk+d+WjKICeF+47kVwSoc89/9u38XH/vYx+Q8/+E//Icd7//Gb/wGfu7nfk7QzTy39773vSIPpJ1IPrf/zt/5Ox2fY8KA+sYE/nC9HNjABjawr5VpgMpOgFVoB2dH8Of/5nvwpZeu4PJKBQdmhvGHj53EL3/ieaFype/kN3z8g5//M/zO//ZhHN0zfs01R8csIjOS0lPnes3nqs9MUgYi8/NdD6kk104Zi5lc17jOPfzww9KxQt/mp/7kBC6UKFVigO4v5Wj+7OVF/OZHH8RD+8fw4tUS/sPnz+Gxc2sCmH3/8Sl86sSySAqpri6Ib8JEnVBLJ8km+qC0PaM5AaqQgaRliQ/aQZfZmijdDdnxJ+QzNry6ApcoIL2Bkawj+2WiiFsJo0Uqg5UKiyRRRUYc2vc9sBvfedcsXl2qiH91fLqI//DlC+KTphNaOj47X4nk2nUnu+aGMvLi3BJ4TwDs2972NkmMPFTwUHBtlJpbYzndoZdJdaapoRsodHVA5WwTU3lHZId6Gd8/OpHHR26fwvsPjcGLAjTMBu4aquLp6pAwymja5M4ZTZ2H0cR7jHk8VZjESS+DGsEvpgk78T1zOQPNZoAt6YJUIMlknLNtAqvrInfC4FGLgf/w6lV809wortRrkpAmUIVJ3eVGhNV6jGoY4bN2CR/ZN4Gn1zfx1NqGxM7sSGRH4ccvrWKppmAbLYaYzry6vMdrSZLHPfk83jI2hXE3J+AQyv76cYiS7wsAZZhdhgl4mgCUk5U1ZM1Rkf6MLAPlkEllBbKQbmHLwN58QeasHqrrZaf5rG/AXi2vyJh64bl0R2HIIK71NxXREK8vnXtZC2+57z5c2byCTX8TMRk0W3qtBlzDxcH8QUlyr/rrwrCSNTOYdMekOPB6mirSRD2bOEpBCc24LoUzNv5wTJquPvk0bjXbCabIaxnXvKmpKXnRmOjV4JVLl1SXuO5iZExDhpZ+sQGTxq+HdvzraYOYZmADG9ibyXayRkOjJDuYvxWwqMpt+mEDbosZOcm+kkk9uja7tfj7Iu+eJJvbR0pVJ5JzEan7nS2xcX1j3onr2YMPPihroB95CDJNmFEyemGapgyKhXFbrY2VsIRKuClsK2Rn4bjK4UZrv2R4o1Q839cZ+w45IURJ8263KSC+AmF0Vll0llv9RTj+JE6iLynvJ42/Sm6SufMeOfUu47ZsjiUzypHiMTTDJry4iaxJKXkXX13/qsqop/LT+ucmto6fdYwRZ6iDfXNmZga33367KhRH4yjVS62j63NrsarIOXTWS8ja121s4oY33zE/aWMNZcwexe7MLuSsnIA6PN9ENmujEYeiotARTaSaEvQbR1c3UF42UZnOomFH8IQtxEHZt5OYMMZkzlNglhZQRe1IwOAGMJrxFVhlC7NO+wcNuEj/XWbGMPDCZhWbpy/jkclRAaKMZxRoiOCScuiJEsCpsoeTpRz2FHL4g8urWKp7GLJtaT49XaphM6zDNhXYRl0jLWek/Hj1NyUD5Bgm3js3jEemi5KfIPMjN6sFIVabEbKU0KXkbRRh2LWw7kV4drUucVYjpJytiY1KE540P6j6ENlXiqYCBZCQgCyeNwNUof35lVLCOtnrxlYxZ8c1JYN/ItHKWa1N7cdf25tF87l5fHHBR1N/JeXcY7xz3wj+2dv34sRaA6+uUmYUuG08hzsn869ZUmc7YzMPY3k27Ti59jmQqIGQqDCXwfjuMfh1H81yXV2/RK+Iw9qJRqQ3W0zD74lmktyzZ4/MV6lUkufS1atXW0ySacmgfnk/xgb94p1bNaa59e6YN4oeYmKzeRfv3j2CB0YdPPbyaZSpza2pzUSbOsJvvrqEUxvXVitnp9S0pZCOaQSmpvy6bUQVCPneiY0q/ujCMj59ZVXkgV6L8UtB7ayXXnoJ9957rxTmNJXcs+vnEnCIWlDpANEZOFtZxEazgifWXsSrpQuoBg1JGs7Xl3Ghuoha4MurGQaSmCb7TDnwUfI9rHtNrDUbcl7UYWxS35GJqCiCHzEJHHV0LWraswR60PqbNkEhCg1b5+2skb/8+6g9IcwnTFjJZ3o4pZQrSu+TIBVS5PXa99ZJNPrO7auvvirzy8ImgUDcNxekRlxP4DTqPwFlJP+q669hHm2ksRtvTahkkYch0kdbrRiPYBRTyGNI9k3ATSnaQGhFWKuW0PCbgu4kEnnLxGq0L2y84x3vwMzUHJYurCOssZMuK0AVPVdZOyt/S3+u2/r5oemlvN/yqukETRsweQm1syYABa1rrv61XAK/iE7VRYHOwGI7f7iN5zaAwBLWE/k7dSKjhH45cfbSckN6/tlBJ5rtQn2mmX7SDCBbz+zmrP9ZtOgXe5imK5SxOAZmJ2dx3/Q9OF44hlFjBP6mD6NkIDhVw6UnzwvAan1hA66XRdEYFprsnQaq0PG/XGvgmbUSXtooY/eIKxJAl0pNeX7yu1BqejgwV8K+mQr2TAH7p4D33g1821tkD/LMJGJ8uuhibvS165h/LU07cTvdibid8VhkVOGz/q1vfSseffRRcZAoHcR14Itf/CKee+45SfrSgUivR68FtfvTP/3TUjikI0IgyHd8x3eIE5Y2juHv/b2/J+Pjcb7ru74Li4uLHdtQv/5DH/qQOGTczz/6R/9o27Wd73/+85/HH/zBH+BTn/oUPve5z+Hpp59uvc8ulZ/6qZ+Sc/74xz8uqOaPfvSj8h7v9x/+4R/Gr/7qr3bsk7+/613vGgBVBjawgd2UvZa1VBc0dzK5S9aTb7hnL77vvbfjwJiJP/7iKwmoQLFZ+EGIi0ub+Ps//2fXlC/i2O7elRWfx0sBNwSkEka478AERgvKn92sefh/PvMqfvp/PIU/eOIcvBbV9s0ZQRSPPfYYPM+T7kMG9jQyo3zmxIokxvKuibxry781L8S/+/RpvHC1hP/lV57EJ19exEbNx+WNBn7lsUu4tFZHwwtRb0YChpVkGeOaIBLADeVsQjJt2CY+eMcMVqsE6MdC9yuUv6m5EvB9Am5RIOvODk3acNaWhA6ZVNLvEHRAn+joZAE/8tY9eMeBcUwVXbg2fXBTElRMrlFHmp89PtVep/m3B/aM4PYZxYrHYyiym609czkCu/vcmlz/H3/8cbnvNFCF9vsvLaLuh8haCsTADq+W9A8bFKx2+po+HxOE9PPumu4EvnJsH71/V8+Ii5KOn/i+e/AL33obvvHwuAAtrjSWsWnUcedIHR/YC8wUuF0n/2V7ZpV98x378P53vh0/cvskfnDGx1jeQi7LOQOyToxClsx0Fuw07XMvKs5t2Fe6O2+3WAysegH++8UVvLzJeFjNyyvrAV5eCzBfi7DeAL60UMevnFrBixslZCwLo64juYK8ZWO9oY7Bxpi0STdi8r3Voxi2HXzj9G6MOKSBr2PT9zGTKaIa+qiEvtw7CvCvGFJGnRw2gybyDmVqQtQFSKNi+WYQS7KXie/VpmIZakYhhmwWQm7umVYKlJRRr8+rq9ArplTAGTln/ubaODJ7BPeM3oPd7m7YTQsox8BKhMWnl/HiUy/iyrlLKNQzOJDdjbns9OsCVGGTSz2uSbzN5hAdRzIfoeN5MrWuessoByUBrdSCGlYbK6gE1fb5CbnnrcOo8noyq1zLmMgli+Rdd92Fd77znaJzzjhjaWkJTzzxBL785S9LLoa/09/vBt/fzFr89YpnaIOYZmADG9gbyd5IMkDaBLwQ2yCW9sL5CwJIbv29tREZ7aPrGl95vdKHN49+Srt4SDbqEJ68NDP1zRr9KzIYPvnkk8Iqds8997QKlQSdSK0jVE27SVuxgEsacQ0bwSrWgxXVfItQgLEEryRtoC1WPn6WrCAEfbD2kbGy8p4SeWnPpa5RbL3uW4vyqqlU1XJs05ZjtFj/kjoXfSXucSYzgyl3EkOUK0qattPM8vx/Mky4UgBQRtDKkD0sY6axRtXNni7Hl3ug/73J9fepp56SXN6dd94pRWl+br4532J/aQGICeg3TfFTORcKHK7APdyO59BtI9Yw8qZmlu8E0sy4M3h4+AEcyR8SoMqFShNfWalgLbYxa+YwbOUkb98IVKy85SsmrJsm3vWWt+M9d9+DR51JNNYyuFDKY6PpIIhM+KGJhWoOpzeKInlDP14DVVo7kRy6qjV2zF/XsdKyqd33Aet0pyt1/N6lRan18cOMC642KljzGmhGAeqRj08uLOCzi6vCikJJoKJDoLaFAl1xo5MVU4NjZOYS4IqqqQDvmBnCe+aG4ZNBtdLEZM4SgMzFig8vioT9kd88glN25V1hPX1hrQ6ENupkxxTJHY5byVBRWpbMlxwzY20ec/w1MLRvNMm01Anc6pjMHn+y7KTOZBio+RF2T0/gJ95/J372m4/ig4fHcCAb4v7hGN853cA740t45aWXMNpcxwf35fE9xydxz3Rhx4EqvL/Prtbwxy8t4X++vCygs9vnhnB5oy65E1qp7uNk2cc6m3ksC27WRWGsgOHZUamFMwXEYY3kXdy7T+VjbiX7Wsc0fAYxb3Xo0CE89NBDUoOldBCvBRtkWaNhDYPNxgS1pPMQjGlutRrNtWKaW4pZ5Y3oCNGoN8Ui17ONaaWUnLppIoNUxzH+/OIGjl6jiMrxvTUT4E+bljxo021yb5kaxd5iThKVv/DKJby8Xm0t+r93bgnff2QXHp0d3RFKOdqFaglfXr6KSzUibl0Mmz6c5G6hE0G2krPVeSw11iT9wuGqpZqIvyRxxHq/gExUcjdt/Pum7+HOobtwvn4W9TDoeJjzGNmEhlt/CTs027nA1CO4BTeR+VFH75ZxEaCKM44RW3WB0qFY9K8iEDo7tb2iGDYwbPWfPzoLBNbUI+obK+dHQ0iYpLZ7MIZwTjm3/GKn51adf5tOr0PqR4NSjAx8+B0wjgyywqLSbSJThDFU41JLVoj7cpBBYHjw0YQTZ0QyqB7XYZM+rSEIIvhegNAKRdKpn7lxTlR4hseKGJrMyUKoARFpx5BzpKkEewEm6KhuB6S4Xkujejku7fh2ODK26t7tdgzT+O9u06SErZ3z/KxAgVOShlgrtkUDU35pubEJwCiBR3lhAM6EbdE5T4FkpBOXBQql2SnyP31ARtcxCzf5Of3pNnsTrwt1PIetYcw/eQVve8fDsPfYLVQndVEJtuKilEZ17gTKlOC0zyyu4my5Js8EWtG28OihITx2zsDVUlMS+PumPOweCzHq5rBRD1Gqk749FtDKXfuBZ84RrQuhtmfR5lYyXWx8PdlqrmXsKty1a5e8eJ/S2eG159pGim06R5/5zGeEcYSd6jfrCNERoZNDZ4hr8U/8xE/gAx/4gICi9PPxx3/8x/GJT3wC/+N//A9hePmxH/sxfOQjH8GXvvSl1nzRCZqdnZUENBnBfvAHf1C6I//1v/7XPQuXv/zLv4zf/M3fxPve9z7526//+q8LOEcbwSja6Bz++3//72WMWvuRwJV/8S/+Bb7yla/gLW95izzbf/u3fxv/9t/+25uah4ENbGADey0mLBg73Imog/KTJ0/iU0+cwOKmLyCVDsBEGOPJk4s4eXkdt+3dnl3l0EQG3/nwHvzeVy6j1gxaPhpBIv/8I/fJNo+fWMBf/ZlPoVTzxLfk/g/vGsbH//kHsXvixteZhYUFYVSh5A/BmPRT2PHzy58/i//02dMolZrIuEw2ZmC5ClRMBpGvXtjAz37mDDbrfosRRvuTAgpS9A6oeaSi3npcglYOk/Hj3ln8q0+dFJpfbfyZcpYEMfeDNhRtYP9EDmfWCCAneF9JIRLEz0QPx1H3I+wZyeLfffh2ORbtC2fXRH6HACAm/Zgw5Ovu2SG8/cBY33n6wNFJ/P8evyhMLdpnkkYJAI9Mt8HWaVtZWZFYd/fu3Th27FiHD/jyEhk4qVGtEjr8f/pkjFlH2ImVsbBS8yRhxe34t3/+rgM9E2vfftuknOtvPDcvetwcy5HxHA6N5vDjnzyNmaKLDx2bwP6JCNWwgRwceKGBR/bkMZr1cGozQNHI4eVF1W2WnvPpnI137B7CaiPE080MvtAYhh/5qpxgUGaJcSe1wJnTNCi/3WnJzsSXvy6fbStXiI74FHuogfUmOyF5zS0s1UlJrUBNvI4jjoUTm02MZWMcGWmnbCo+gdwcQyIr2sNMguzJmOJayNs2Fpp1vLC5JrE3R0TAS87OYSOm1A8B/haKlit+NkMcXqfNsIQjIwFeXQFqIbskVQTsmCF1THGmDCw3gbm8jcOFsZv2Y4ftTEenaOd59A951LlTtohyw+rDLLrsyu5CsByIv3r33XfD2+21KJYJyOZzk3EME26MaQh22AkfnJ2+ZTaEQOU0OI9ko8yjgMhUuQoB4AcledZSIiA2hC5U2CNLfgl5m/Ov8hN2dGsxfnytmFW2MwHjDQ/Liw1CjDW6mSR/93d/V6451wn+e6vEM7RBTDOwgQ3szWavRzyjn5fMxd92x2GY0nDbwwzmFK1rjm/+6iqmZidajPfaCOuwhF+fDHAE3rYdR4YO5N43Y/eG89+cD/orzMWxaEmmMPl7HAgYJTYjZIwsjKjNHKLz0fWwimpY7mI76aw79DPFnJcRdpZKUBEgSDeLCNnSW/tLClJJ5CT/+rUImTyZ6QloVvImnKXQ4O9qO/5t0pnC/pxq5KVvdLJyEuv+RgJaMVs1pN253dv6aFOZKVyuX24BR9Tci8OKfJjv26jNQiuZaugHaiOAmK9O9vO2Lz+ZGcNqk0ChhNabTG72CHa501vn0jBwW/4ozjXOYzNQsjBSt7GGRbroufLLGLGHMWFP4mSpIf7umBlhwrGxuzCCE+USwpD+MZvet9YwD+f3yChKtoFXHAPRkAO3wbhRFS7IPsi4mrEGmVZGXF1bSrHhGEDVp/rBNjdFByloOooRBaTWPVCjBIwRY6HegG3zPolA3iI/BrKJX/jy5ibimPJY7QM2U6wiGm3fmnkyBrHOKKAaAznLFoDL5+Y38ex6TUn5GIbIuw75JjZrETwqQJkGZvOOxEB+I8Y6m068WGo0sRUK+z2JPrjfqmciCAMB4LuwcGQohztGr096pZeNuBaqQVvZQZti/ty+4ZgSP7uKqt7He/+OqaK8Hn98AceOHZbnAJ9r9GmXl5clR0+ZGF2j4fs7wbjLGPC3n7qKP311RcXiZArK2njv4THc44U4sViFH4aILBOma2FuJCsxD3mEGn4IO2OjOJZHaaUszeTvv3MWR2YUm9GtZF/vmMZxnC1MkjqeZVMx4xvWOd797ndLDME6xpspprmlwCpvJD3EFtrs7Fl5UQ+98kJVntgdj6CEFeUk9cqvYXSEpo0Q/+DOw/jzqyzg1jHkWHhkehRvn1EOyp9cWsHLG0nnje54RIzfOH0VR0aUtvWNUsoxWUMnSKPGXthYwR9dOado87jAhKT4zYhTNOK20cfVoCbJtGZIwEd7MecM5y3SbOu/JOjWBImqB88kLNlYyr5KKOo5FX07aptFBMoopbPUhKqif2TBzluIlSbMFq3FvFnEkDWCvF3oAJKwMD/tzGIjWGsBTzJGRsAsaWaVXjZqjyPwffgEKyTOGM9n/uQSJo61tRD1F4+IMH65CVTpXjTo2G5nRXNEHCk6o5w1Jrts9AeU8L1hjItTyLloGFWEAnZRRvo1g2ARAmusLCbHx1DI5ZBxKemils18nEM9bnQg9KzYQWQ14Rnt7w1Rkhoo7pikb1PyTrwOlAZqhGrbNJCF1HhalibtLF+D9a+/SXeqpiDU95iiUUvT1G352DV3zPtL888RCqoc3Zb6D5lbIluBgiSZqNx3fU5601q9gXw2C1N37SXJVo1GJjI7CHyhPiQAJo3Ivx4T/HzkbCsFdE2oStLt183wId/TBNWpkZ3sUObzggETFy0uYmktPaInbybR+8JGGSdLVYw4NrKWJY7RuufjVL2KH35gFotlMjSFiLOLqKMh415vNDGcsVH26LTHODQLvHTRwHTBwnfepRbyWxGx+/UEq6SN4yBAg699+/aJ48GfX3jhBfziL/6iOMVEwLJznU4MEb/Xq6X4yU9+suP3X/u1XxPULbsayFKyubkpDguBIATGaAYT0nKym5ud3ETc8h789Kc/LZSd7KAkK8o/+Sf/BD/5kz8J1+0E9BFsw/uXDDLaeM9yzdbG4/OzLMTxPtffBaKD77jjDunYpPP1K7/yKwJW+aM/+iPxJb7ne77nNc31wAY2sIG9UQD4BFYzJuAzf2x2P4LoXM/tKIFyfmHjmmAVju9ffuQuvPXYLvzWF89gudzAw4en8KPfdLtoFjf9ED/4f31agCoas0CX//xiGf+v//xF/N4/+5brHjuf2VybGLizu56BMo2sLt/zH7+Ex8+sJhKHQL2h2FCmJooJgCSGa1v4wulVAaqkZWR0UjXNlqdBLLbWZE4K+4Ef4aX5cgdQpTW+kP6qAix3Gz1jJnrOlTzFQslupaRjiUbpnh98cDfu3z2CRw6MieystncdGse//pZj+C9PXMK5tbqwu3zTsUn86CP7t9Ws3jWcxf/2viP4P/78DBphO4K7ZyqHb9nt9ezs5PxyPSRYpdvGck6ivd1mxWwfK4N//+Hb8amTS7hcamK2mMH7Do2JH9fL+Pm/evcMvvP2KVzcaOBKqYmf+fJFnN9oyDy/ulLDFy5s4LvvGcI3HHFxuWHhfC2HL59uYqVBCmkDjmtiasjBWtVPwOwG9g9nMJZ38AOfOiuJ063HBRzXQizBq4oxTIvsOF3STYx93HYM1z7nfhyR7aQwcUHCIJLEL/yNs18PYukIDGIm9NX9xGQscwA1Sj/5CtytZXaEoUdkTxnzdCaO1c+K2pobEfDCBO9X1pZRjwIM2yyaAGXfQzUwMGLnECDEqJMVam1aJfSQMS00Qg9TOQMVt4JVoyhU1ATzWAnDJL8qmx7BVg2criygFjSwLz+G3DYNEL3seHESL5aXhOlly3XpUWxpzT2BM4aJSXcIuS6WFK3/TqNfyGcCXxqQzXhGJ3oJ2NbAlZtN9HK/BKoEpOGHiotZpPHQhBU5KGI4Yd8kII5dl466hkkgy4YPFoBIb+/ChRmaMG9ByuyvB7PKdsZrOTk5KS8afXeyJ/7Jn/yJxBpki/rwhz8s8cw3fuM3SmxwPfHY1yOeoQ1imoENbGBvRNOAg5t9Tu80WIWFMoITmcuamBzrnwPuYqfrZcyLNmoNuCgiQBNRAhwgSMUGwQSsXfgdQBVt/Ds9O+MGcr30URiPcV5YR9B5NjZMluN1NeyE9SPr5oSxnb6FagplcZ/VIeWbppti6RdqBvsuMZct6x6Z5VlLSANV9H6Y+1f1kPYuFKG5AS/wEbgxAsoumVYLNKItY+YwnZnGsDOMnNUGkggwvXgEl+tXsOwtyznlzBzmsrsEjLKdzWXnBFgjMpDJf6z5RCsR7OHOeWdOkFKmjJ85t92AVTLB9PI3tXHs+7L7sFhfEnWaEXtIGFT6+Q1khLktfwzNyBPppqvNJSz5K633y2EF880l1MI5DDlZXDINVL0GNv2aAP45ucHmGGYLm8g6vJd435kYsUbx7MY6vrS22OqTz7vAfpdgd6Ds2Sh5jmoWpsRoPYMhNxBOGH2f8P8o/0Mgi66p9LfO85O+es16klIY4LFqLPCrFn4womQMMuraSsY0VICumAAuzULfYp/XtJWpfSdskfwlb5rIWiYW6j7Ol+vI2wYmKJsbxbhabWI8x58tAaiMZijHRQaVWOKofQUHa7UYWVio+hF8RzFGNgJTwDxJhC9NxxfLTfzOqTXcO5nHvZO5G5YDes/uYfzXU6vyNNjasqDZYtTYOv5uGJjKOSLp0206puGL7Bd87d+/X56bWgaT/iHBDAQS6BoNt7uZGsNXL24KowobZ45MqPEsVzx86uQa/vF7D8p9RBba55Zq+PPz69KEcnalKjLGNLLVZAsZVNerGMpY+Og7D+JWtDdaTJPL5SQPwxe/a4xnyAr1e7/3e1KrYQzCtY8xzXve8x65F67H3qgxzV8qsMpOonY5qbwhCEpg8Yo3QvTcy32UybhgBNflCPELQQaVjx7rrd/+xcUNeWCn0Yhm8qB7YmkTH96/FdW5ZTypxCO74+jE6YcYk2F/tqD0fjVvhF6sV5omirYCQzhEJ5PeO+KCuDWZUgstFI1wi+xJJ1Ahxoa/CZ/o3NTDWv/MK+VFIVzSZKQ+zQc7deiUaU65zjW0HlVRsIo9GU+o1zjhTCeajHRmru8BxM9NO3NoRDWh1OPvOTOPV0unO8ZPmtnnn39e5lVLKnUbx8UXnc5ulhJqSvJFxCexONf7gNSSPSGoK55CqLbmLoLrsJPOxdzsLLIZJenC+eTRRTM7zsv1ZbJeGFJakje9zY8C+AhEAkg6VA0bWRNJp6JCNxPQ4vA6dNGa9PuuXP9y2r72qp6QRn0nM9qSAtIFhv57b10DhdJSGuMJw0q7k5JJZgJWDPhR2AKn8dBmrBhWXNtFtugKIKUtZaXR5+pnUzTMSQ7pC5CIzDcEBt2IWZErFNNSREn+JvJSQRM5O7st0MWO3S2AqTRzUbdxceGiw1eaeYOdtlxk+L52ivi6nkSvyJmVqnDE8Wwn4MdcB8tND/PNJu6aVgjcE5VV1D31fGIHMZ1OUTA1ed+aKOYthJaFFxZrePehW6sTkc/8rydi91rG5w/BjHzxmhG8RJQsnaMf+qEfknuAtNs///M/3wEAuR6j40PTHQ10iMha8v73v7+1zfHjx+VZSnAMHSH+y05Z3ovavumbvkm0DtmBQrm1GzHey/w8X7/1W78lyGWCVPg713ltf/Nv/k38wA/8AH72Z39WnLPv/d7vvSV1IQc2sIG9edgidyqm4XOcfiuffwQkrDx+Ztvta41rA2XFd40j/OA3HJVXt/35c5exUmqIT6XnQhglohiff+EK5teq2DXeKRPTy1h8JNCQz+u0NA3t409fxmOnVxLJSMXcQqOPW6k2USxmJVn17ffM4reevNwBVOmZrEg1o+n9EBTC/xZKDfzOU1f6jpOSQDnXhh+SNjr1d/GllYNI6Rnxv5MN6HcyevzEyRV8971zHUAVbd9waALvOjiOcjMUlpS0fNB29i3Hp/HgnhH8+elVlJsB7tk1hH1OAxfOn+/Z2cluGy2p1G0fvn0af/jyoiSnEqb1RK8b+MidMyi6Nr7ttqmeYJZ+xnM5OpHDv/nSBWGA4X6NhG2Tx/nYC2WUzVEs1S3U/DzqUvAHcnYMhqWFQkakYUZsE3eOZfGZSyVcXO0fi3O4XjMUqnjXtQQ4lWMS1I8QEDTN2Nsy5H3+u+XDHYCVrQnK9O+unZLGSl70fSs+4ynz/8/ef0BJkp3XgfANnz7LV7U30z3d470BBo6EI0iAS5ACnUSKu/x/iZKoFQ+p1U9ptVpJK660lCgeUYek9mhXdBIpQyOSohEBEN4NMIPxpqenfZd36TP8f+73IjKzsrKqqx26epAfkNNVWZkRL168iPjM/e5VUj+kd0mSvPy9GvhyfbBb0DEIXIE0i3S5RLv7SZsQGN/Vgwj7chaaoYtxW/nHy+0Is012WlLWVcdEBtByHrK6IfJK3MrJ3Ai+uraCy80YbS2DgDEduxAli9yV4DGg9jHvNkTOZ9Gr4bGRg8hcBWAlY5p4z8RB/Nnimx0gkTC1Speh6iftz0nQGGmMWDkcz09vWldbrbVeQPZWiV6yctAvJYBlp4leglLCHqCK2hcbAwyh3y/EJWksSY9jw9nvdFyod9jMw9RHSmN/Oxnn80Z0dd4sIzCJbIp8Mbn7z/7ZP5NELEHoBOIzOfv93//9+Nmf/dnbLp6hDWOaoQ1taLeb3ch4hv46Zd9mZ2fxwAMPyD09llba+LrGJ/k66LAxmI0rIkPLVmPS/E1NgltZWkdgMZJ5td4cYTMmW4qyXn9IwK49TaqsUaQMbZuOhSyCcbDRb+zxcdLvsNbB1yDrstknW5H/K+9GALjJtlnH4f4E1y+yKzHaUT0BrGxs9E2P41DuIA5k90udRuTrd+B/EZBxonBCWOtqQU2+N2aN4YXTLyAuds87WcPZTMxYhowqg3wVfnfCHseSt7wJsMI6x5g9KnO739l7VflbR7fhRm4HqJI2cAsjDwI49jJeWM+ibukIAwKilNIAY4BGoOOVtRIyRojjxSwyZoTX2mubwCUK3MFYSMOIEyBvBVhoZKVe1/ANnKvkMZlro2CFAmihXNBiK9MFvacE8zu4VHrBJL09GvyRcrCsTzAGYY6frOkEqggDJ5tiDV2kUEdtAoOYKiD8pqta0OshKwZFFdQ0ohBl28FyOxTZ27JtypoiAMbVfMy6bQFLMCYJ22ROJWtMhMmsiUMFCy9XamDLPz31OFDrV5rPe4lmdGC+6QnD5xuVNpbbRbz/wM4K/ql9x6EyXlhu4tllNsanc0rJLjbZd+s2adiYHjObC+6bzOPhqc3MsoqhXx94b+oFZPcyb7Dey+/01mjoA+/Enj6/LvmK8XwXYDBVdPDGchPPXa7iLz+uatVL3qICyPHa9kORB/LY7836VAw4WQeBruELZ9bw8OHtm5x2m/Gev9W87wbTNE3k4VLWkg996EPyzOOa+Lt/9+9KrZ84hX/yT/5JB2Byu8U0uzea3MUyQDx5RGQymfH2t79dqG1k+32Jql7bKgF6tY4aWQY29WyJvAm11q7s5PH4uVh4A+ullEttrtVAOwz6aN2S5C6D4BAoWjqeGD+OFXetT/eua2Sn4IPRMTZ2KHaL9ioBsx1SUYrnLOqTwiw5bxqzVuqvm6ENPZk67mfVX0bRHBGnYyvH5mqNc5I18sgivwlJ3su0w85OSmpst51RcwKr/lJCF5w4mzAxYo5fFzrd77Cg9M6tWptys01ouHuLA6l3ktL0MQ1JmsGdGp1eAaQkiGS+0kShHEdyTlROrvcc9vC8bXy3770B7yYI7oEZYeJMQlYn6BMkTnTSgSi/b2sxooBts93tMjHdizgmsIfrxw8U1bMekenEhG6TIl6tzd4AoZ9+UTHRdK+sAJ6SBeqjWUw/v8UwMd9eQtnOwzZs6dSjSiqNqPmUyab/oRuFOhyti2beDqxCMFUjqotsFQOfnJ6HrWU2MW+kFMtc+7y/7DTR64aU0OpH8neBc6mN2mUseqsyVyxasPs5Y6o5nl0jQAtoh8Bryw285+jW1Pc3wlabPl5dbkix6eREDpM9TtztSC93Ld33H/3oR8UZ4ZphQuDjH/94h55up8a1+BM/8RN46qmn5H6ZSjgQ+NRfEKPTw7+ln+l1gtK/p3/rN+o88hlN3XquVxoLE5S6ePe73y3jZyGOCWtSgtOoDdxv3/7t3y5MWb/8y78s6OPPfvazV3W8Qxva0IZ2I+1GdCLyHs4CLeUR2B2R0m5m7e0LzYvr3QTMtcY0q/X2QI8v9bVW6+4VwSr0PRiPMZZ5+OGHNyUeP/7yfIeFQsZEHeskHiPgxnRs3DldwE++7xh+82uXttyP6uxK/Lokb5bKBaX/Hh7P4YXZ6rbbyDJhp0cIOC+6jpbfJRRPO63ob/Zj1NnN9B+fn8XfftfRraUvrkFfe6rg4Ace3Nv5nZTYqS/IZz3nltbb2TnIHthbwk+84zB+4QvnO/PBOf/Y/TP4jruu3ESxlc3XPWFUYSKxCwAgCJ4+X4yX5j3sHVEAAMY1TJi6XppCVxKvBLF88nINbaGFvLKRIYegIQKFTJMAdB1uaHQSwJKUEx+/66VLHJB4/l1Tn+2CSRjzxnBMAm/6QC0x8OBYHivtOnKG3gGqEJTDT75zqiQyrrOtNipJsvf+MQdPL7odCc3O9hhfp0yOeoySaWBv3sKZRkvmbqkV4nSV0j9qzOxIXGqpRPHBYoyyncOhbBluqAugpRUyRun6qOoYu/tkHkCSlMLQE2PereFiax3HC5Mbk7TJHG0VD+RN4GgOuNRmqwPgJOxFTJaScWYjX6eyPdk87inOYMK+cmKXv1eCGtaCigD7i0YeY9YoLMMcmOhdWV3BhYsXFYh+dLTDvLJVojft5u23XplYzgDBLI6WRTOqq05rOVeMuUMphLCgofokmFdgzufmperUqFQTUtrwcr3gmN0OwO813uMYuxCkwhfP/ec///lNGuy7JZ6hDWOaoQ1taG81u1FgFd7DyUjC5z1rNJ2moh2wp1zv+LZi4kj/eiXjmE+fPi3NYIPqCARvCLN3an35b2FCiQMUjREByfYCW/pNfTaRId/iONiEmTKuDKpJKLAF5TJV07FuJr6wMMZ1j5pSMP2Hv+ytYG+4BwVzsNwrc+xXW6fhOMtWWV6976Vj5zOVjeZsuuNru7riodwhtKK2sLWkxnrSnYU75V/V8Hz1tppIHPXOeuojOlYTjYAgI1Vzi5JYw48juImkTBDpeL3qYSJX39QQ3rPBlIpEwN6UR11sqvitFZi4UMsnzDOKaafLUJ/8kHiBnJ7e8uWgcguJXwLWW3rmkp9hrHQkn8OFZhMjZHdMfMJGEKBAtqDxcXxluYZl11fywKYB23Sw4JJFvbudDqtKT2Py4+MlfHmpiYyhzu2820QzCOR4VAMxG0Ni5EW+ysS9o1k8NpHFJ+bXpBFcQsE+RhfFcNKtSbGBpOKFEmd++nIND03kMZHt+uIpI8pWdUz6wDZjUi9AnLKOJqAbrh3xkXsA6jT2QLxrfxEfPjrWkefdDoBfdQM8PVfDmfU2cpaBB6fyuGcit4F5g74pAVoiGXPpskhfsX6TAlfon27lr7MBZhBDK99p9NScH9hTwO+8bKDqsmE6ktoOz7/kW9qqqdsNYjx/qSrMvOZNZIystXx89SwbnEOc2FPCHVOF68IPpEzru4lZ5UrNW4xDfvAHf1B+J9swazT9ccbtFNPcVmCVW+0I8SbBk/7666/j2LFjooXbewGQbqrZ8AY99bekO77a8R0pZHG62txww0qTQEeK2+vustuCiUcuCDpwgxIum+5JwhiR0FTJg2cSj40fQMnKEg2AOKYy2WALIw2asRFm0EEQypvJTXobUEYUhZKoUklDs4MEHlSI71iyQ7p0btRCzrh63furMZ4HOmrs7GTinDRGLNZfycisMmntkY4rHpckqbQbo5s9eKDqHzp/2QFJ51R7UVEZXp0TFohkU9JNlnbF9SSW01OcMovId/xA1pVtU82wy5TTQ2bSGdkgS4EeCmyjAFKpf0awSRzpAvWNJSmcJK939KxJvbbumPup8VKWFlOzEQfJWtTpfKSfuLpzSGporlcmCulkRTqdm0hdIkQbR5sTiASmRKSD9Kso6WVYBqkoFUioHbZFt52sNqkT7IU+vMhHpd2Aoa1i2p5CoefaSK/D1Gnx4jZWw6Uuqp5alFEdI8a4yGylRuRscTyHzISJPZgAAg31tRaW5pblfklLnSIme9P7DudvX87Bq5UGimYXOd9mVx51TDNdEMiENYJVewxz7gpKOcX8w4T52UUDZxfYvU3ABzBXG9wBcKPsz8+s4XdfXUSFyBjE0i38HXeOy+tar9u0Y3thrYE/+9o5vHBmCaWcjXfctx/vum+/INN3i3GsfI6knes8ZhY4+bpaoy4i6VmZGL6ZxrH+6I/+qCSiuf7YYfO//q//a2ed0zGi80VmmB/7sR+TMZGyrt94jn7kR35EkMpkzGLxbmhDG9rQbteYhkwk7N6jDEK/3zo9lhtIXdv9e37HbJFb2aPHphJ2P5WkSY3P93LewR0zpR3FY7wfkyFh0DOYyZINY5LMlEqwFR0T/+J77sV33DuDnG0I2KPtb+1DXIkVhBI8baFI2dq8gNTIiuWQBHHsp9tJXZfn4emLqsvlZpqcjyjqgID4zCS97E4SNX/xoX1477EJfObMKoIowpMHR3HHuCoUXCv4fjuTJHikYcVXzRG9M5/0dyZAZg3uFc5Lv1H6R1htUuKLnk5RdvPldV1AHi5jDFlSMbJSRtAJPZf1zEQq4xMmJlshGXhi5J2wT6ZU/UI3b9GtwTIjzLdCGHogVNf03+8o2njHdBGOUcJ82xX2FXYpfma+AdvwEGwBwkkTvSxepNPP83K5wdiLcr0avDiWbdmaiZof4+HyHkxnle/9exdnpTtRpcg37qP/mpUYSxLfPBcBLrTWBKzCGO+N+jpO1ytohgFGbBsnCqM4kN2cQGyFZIrkZ2LUAjX3BD5RMinHZH3EK0ddLFyNOTOEprexFiwhQAt7nBmJowfJAHH9XXLnsOAui0wPD2dVW8OKv4ZjuSOweySEfDPGYsHHkg0YM6MYQw52LcblyyrRS9ByClwhq256bZA1hYyVnDE2faT7ZWxHKd+UzZJjmjAnMe97wsYSpyxKmi5FFqGuT1ZzROmwG3/pqLEhgqu1hN0zvWJYnHLi3BWlirczPpNkTih1xVcirys08Vs0ON0qYzyTarHTmOSnFNBujWdow5hmaEMb2m6062m0vBENxZT1Y0xDuT92fG/wWwm8IGP2dTKrbGfp83+QKYHH7eMx1hEItmGHOhv9Nm9j0HbTplANjpZBzijC1h2RBOqQrA8aK33TbaM88Qh6ftm897SZmH8xLUuxulMSdat56jAQqlpANahtCVa50TENGQbIMpEy7VzJmEO/t3gPKkEVjaAhPuKYPbZlA/T1WnoWOFaf4IYEFt6d9pSRk362L6D0raz3rPL7WVPlrPkXWRJp43CCzSDzCWPjVsi6QgLgIPgo5FgM0HUj+IBM6PwbAez8nC/qCn3NJj0/LbUikTi9GLQlnrF1Xbbx5MQYHhwt4kQph4tNV5YFey3+8NK81D3SZTvoVsK3ZpuKgbLmE8wdoxWyhpbEBhowZpsiQ7S/qONjB9W5XnN9vFppDrw6+1qoxYTFkmysEVkoKTnUxkS2gJV2gM/N1/Hquisfvnskg3fN5DE6oM57ruJCUjRp83bPQZBpNZUXlr+EBKwDz843MF/38YEjo3hy78Z7QG9Ms9Ly8W++PidAlZTF9MuXq/K9jxwb21CDe76m4dPzJlZaY5jKTeGxooaCVxO5Fl6/BOOndRqC+9LvnpzO4+kL6xKHpaAVJUsFHJvo+s1HR7P4zpMT+L1XGIuxXqvUN0Kykra8DoBtveXLa6Jwcxjwv/LmMn7+T17DfKUl67PgmHjfvTP4mx84Aesaaylpjq3hhvjUM5fw1dNLcmxP3DmF9963ryN5tFtjmgMHDgiL5O0c0+yuGd7Feoi8mHnSiPQhbVhKidNr79pXwn86tbzp5sqpftue7ZOun52t4g9ON7HYKuGPn76IjxwexaMDKKA+fGgS/+ql850uPxovmpmsjUcmtt4Hu0SIJmXXJKV/tkLR7c0WkDctNAIiHTfeXHOGiXdPHYOZfHcmsz2VU/pAYLIqRW9u0DWknp6/dXem6pTjeeN3qSenzp2pKVaLbfdNBomESvc6ci47Ms4Tb/gswj/5tieh29T7rnQAKWSi2Gq8ojWp3VgpCUrKBBqpAPuJ1KibqLQL/cDbYg2knWFXd40pZ1kBkDayg2z8QYFZ1ZoyTUuKEqnDlOpndr5PB2iQZ66gtarrLOI5pq68Qn9HTFjLofcstkRHUbOSfsBtCg6p0y8gK36vp0MRg45F7+Lou47j9s7/xv2ln0z+S6CK4SXyRcm1ZwSCBNZD6sxvZBLiNUWWFyGT6UV5s+s3DsUZUil7hWzltZO3cqj5Dcx7CzicyXSSu2kQlt5jK+GayAz1pqr583q0ioxG/UaSf5MevCHMMJ0uUjNCYTKDiYmT0CMDtVpNEL2k42RhiY5Q6hTdWyrgcsvFQtsTVDU7RMmocryYx75sF1DFNXtn/jC8dhZfW7yEquvj0oqOc8tEJisnl4WFnH3zgB2nVpr4jy8tyP1sX0kl81dbAX7v1SUcLGdw/8y1BVx8Jq3WA/y7X/kc3pxdh2Obgjz+wsuX8dqFFfzYRx68eQC2a3CCaL0yC9diP/7jP47/9t/+m7CTpJ38NCYYGLCzUNaL3OXzi39LP/P0009v2F7aBZl+pt/++T//5yLZ95GPfEQSAD/1Uz/VobdjVyV1Gf/e3/t7+IVf+AXpzv8X/+JfiIZ9v9GZItUe5Y+GNrShDe12ZYtkLMPEKIutBN6lDJGpnTw4LoCUhdXGxk4qDcg5Fh4/2WXjGMS68gv/9Vn89mdehW68jI+87Th+4qMPY8/YxufGyf2j+M7HD+MPv3pOnnmqsK/m5ac++iAy9uAQNZWmoXTRVvFYah9+YC/+89MXku6pbqsfXcYffedRfOzhfZ3PHp3IY3EbwGsn5up7XxK1uoYXLldRzm3NSEPvhEkfncm/UAEHaJa1Pc21FLyjGKGwylH+5eb5ORwHn8Ff/epXBQRUmN6LT85WcaHhoWDquH88j7tGtgbVzxQdfN8DW7NKXq3NFGwcHsng7Fp7A1sjGUd4Pq2MJVyQm33urm+uvN+rtJ7DY8KS65KxBv/NmzrGExabC3UPXhhLs8p01sRc04MvWIhYwCypEYCdt5ho3LgTnkk20Nka4MYh7h01cK4WY6HJxGUsjCrfvr+MbNJlt5d+cRayn1PVtjCdktFkY4ii9TFbxjjfbCFvmlhyXTRD0oqzW1MxxTC2tzRdOhwpwZmCVc41Wlu2LfSyq0iEERO8z+3q8ChHKoEY8FxlCa9UVyU64Lqdbzex7LbxxNg0juY30mr7MdleWOhQW09Xua6xS4+04myQIQCJ15BizWEHH39i0YPsnjM9tPK9sV4jamHeXYQbqcSpjJsU6HEVC+4SDmTV/awWtPD0+ptoRR4s0uoT5IIKxkcKePzIQ4iDqEOvTeAKKZHpq6bglUwmixYa0knMs8uYid3HBPj3XjOOnsE++yDWohVpWGEclzOyUiChUXbKdozrbQbf1jzNlVwBx8exChW9FsJFC5k4f80MK4wlC6Uc9B6pKzIKyX3MZ8y2O+IZGuOC2y2eoQ1jmqENbWhvRfD91UhFDmIkIbh6794B8UlMqu2tQBTb749eRyZv4O3vegSR3oZGOZ+YnmcfGD62RO5nkPFvV2LsZzzGZuKtZPQoK2jG1ga5n3QI/KdojHbAFKZubVsz24lr4cUpU/uAPmyVFJbcqybgCsWeQmZvSv9sZ1qqRnATQOxbNTbQL2FTxpoOfHrhkoCnJ50sTpRGULIGF885fyNWWV43ysasEQFO99Y70mhlpc2GVQ0GGXT6iON7GUCuNupPiUTS6bZFBkpdC3yrZJkiNVoPAqx5noxrIpuV63HJ9+VD9IXTmDX1zzvyPD2rKS25EdRAOdUZO4dlvyUAl5xh4P0zkzhRVD4XmUbvLKka2GcXl9Gi5Ap90X62yKQeqMA7MV6vNrE/52DdA1Y9X/7GuWFcyPiM9QRuaa7lSkzBtVb1Q1Q9Rg9bV2n655sMlrap5FKX2ur7v3F6TcAruSQm+8JCA+fqHv6nO8dQtLoFR+5XxSeKUaWrMsD+2gSgzuskYY/k+BlD8Tzx9z9+cxV78hYOlbu1kN5748fPrePFpabkTpRwK9D0Q/zJmTU8NF3AgZJa03/45ir+4PSa/ExppjPrLi7UNPzAyX14z113SV6f8QzzKWTZZfNmWqN56lAJXzy7jtPLDWnmkbqtG+CemSLedrjr03JM33vfNPYVbfyjPz2N+bYP3wvgtn05dso/SQ1K15C/SeCO5ZqLn/vjV7FUdXFwPC+NSutND3/w7CUcmsjjex5TjB1Xa7xvkJX1Z37nOTx7ZllYYXgevvLGIr52egl/93seQqbnvN9Ki+NYms/eajHNbQdWuRVdiCy2klKOYIStGEloHzo6hk9dqmK5yWKzeo+Jhqm8jQ8e3lqa4r+cXsHvnFlV7CUx8OpaE6+vtfBX75nGt+zf+IC8aySPH7/7IH733AIuN125AROk8rEj0wO1zLlwSaNz4cIFkW3YbqHQmPz7jr2H8TsXT8vNX4Am6fHtPbQhSUomh144RL8lJGI9v28cHx0bJraEirgPl6CAKjHG9HHEZoBW2IKlmeKE9erbDzreetCGmyTKqt6rmLAncDh/+KagYXmDJ+USC54PPvgg2lpTaONSIysFnb2CrrqlvhFmwYGHdkIVGG9AfNtE0vQXSQZMpYw1AQftxNJjS4EXXR3Lzs47yk0dDIquKMLSIXQ7F1VSq1FrCDqTWnfqAU0Gja4Wu8qiUvewS/EuXVyWhjAVPSc7SdKWpolWIn/fPighiEf5FDFCeovcZurk9dC+pCwu283jVvSQAqXqkcXqvE9GlTSY6slSkmUFdBIZbCXmw0XJLiNjZrp0zhIkeCrhmXxduTFd+SE6eo7moB23UQ8bGDHLcn0tBsuw9tuYcxdQNHJoxZS6CZNzq84of/fRFhBLVsvLtvmO4uPRNxBL+1obGb0gwRdf1NRjYpdFMsquUH6Fvx8pj2Ipm8d6RIfZwslyGfeNFDdR6/H3/blxrKzW8MpSQzQoRdWK6N1AF6rDt12lpuTV2FcvV9HwQhwsO521OpGzcKHSxlcuV64ZrEJH6HOvr+GNyw0c3zfSYVJZrbXxJ0+fwXsePIi7Do5jNxidINq1OkK8jv/m3/yb+L3f+z18+tOfljXRayw8smj6yU9+Et/zPd8j7xHgxOdXymTCf3/mZ35GNH3T7ghS3JEV4O677x64X473N37jN+SVGhG8qf3AD/yAvPrH2m/srOX4fviHf/iajn9oQxva0G5lTMP7GrvL2GW2HSOJY5n4ez/4Nvz0v/00/KSTRvapafgrH34Ae8cHPwPW6218+B/8Hs4vVDsA2F/9s5eFNey//9O/gKmRjeDsX/7r78Gh334Wv/rJV1Fv+dg7lsNPfteD+B/fd9eWzyAmdXnsjMe2k6ahfej+vfjOh/bhD75+WVzG9L5+aMTB//z+Ozd89m1HRvHlsyqpM8iYpBDXmOB9S4HoaZIko1RJFGO66GC20k3w9lrB1vCXHtuPP3h5UXyJY5N58R+ibSRkCVBptwMBqzzfXMd7/vUX8b998E588OS1S+tsZTxfly5dkmQEZWKDXAm/cmoJSy1fkkxMvr241sS37Cnjffs30sDeLOPa/FtPHMBPf+JNSfyJxEjiyx6ayou/lCh9bmtsevDTuGAHRimm1FQs3AVyr7ohGkGEqYwpiVEm53nuz9Y9SZamsW+vhruthZjWWqhoFryY3rKGPCWGmKiMI1kbk46N05UAiy0VGbhRjKdX6rAMDR/eXxbAyeu1GqpeAC+khj0ZGQenrYVhMiY7iYGzVR1zjQjvmC5gJuPiXLUlY8vquvjctm4oEBU7c3ti/HZPYnpwYrfbMOMYkXyXc8HPO7qFeuDjjXpFAX0QouX7sHRDwCwvV1dxKFdK5JOVrfptLLQ16dZMt2uRWSSJ+XikZFlhx2cnGUz505j7NlENa5iMJ2T+a2ENzVxLRr7qr6EeMDZX1yVzASr5TXmhEIv+Sgescq65JECVvN7187n9Vb+OBbeCfZkxoTTmK00MMp7hi4le+odTByaQH8/CdFSnc1bPy7+b1qRmYcwch6e1OnFfKpdLOn0meSkPezOMMRqBKip2S2NarktdMX3GiunzWozTViwlTL9JMixN1OtGhEjYSHcHYOV6Eru3Kp6hDWOaoQ1taG8lSwEaKdvwTo05eALv+e9WjCQdZhVJQA/wZqKtgSQCj9XZ4EnArdKHjwWQQvbrjTLgfIKacRahRlBsmns1YMRsNhxcA6DPTeArpRD4DLkSUCenFVGL1zblj3XfgpHpn7ckPz4g39zv1Q2Srt+KvUO5YDHsIAszq6MZNtR3NB0NrzXYb0z8trzpIGdyPoBGvIrLbR/Tzr4NrHg3yliIZ86ZcSKftS/X1vH19SUBXdD3vNSs40y9gvfNHMC4s706wY2yolHAtD2JBW9pAwsP5WrOVhwZVyoB1GtpvU0YUAJD1AvI1jjI1FR3z2fTNzashRSyIQDlGFh2XWR0A2XbkrqcxDmeJzFIUprsYcRJGj78EOU4xjqviZh1BU1AIgTbMFabzGSETeVyqwkvaSBf9nx8enFFgPPjto3nV+t4o8amWLKjuBI/sSlgUK+yloDU2TzgoYU5N8BjE6N4ZrWOesirLRLQTdpIwJimbFMGSFndV/KiMgVp03zfBHea7CPGQooxk0TqDAfHHQNfX2nhcoM1FmDVVYxCBUvHpYaH51ZaeGdPHWC25qmYpQfIQHwQm4jT/codImHnZJzkxjGWWwFOjmZwoebhleWmgFWWmz6+Nl/DF6pZXHyzikf2afj0+XWR4iEQJKNzzcTC7DpX9/DiUkPAKhU3wCfOV6QhYjSZl5JjYLnl40/OruFte4viS/JFlnHmkwhEYG2T0tD0jz84UcCMZeO19RiOY+EDJyfw7XdNCjPthvOjaXji4Agemc7h42tNNF2y3qgTydCb5++pO0aRvUnAji+9sYSFShuHJwud2uJo3kGtHeC/vzB3zWAVzskLcx6+fnYZBycKcJLxN90AX3p9EV94dR7vvb/b9HSrrdHDfv9WiWmGYJUrGNkA2MHHhC4Tu9s5EWMZC//nOw7hP59axlfmanITe9ueIj52YhLlLZBk626A3z+7Kj8zacW8Mx9UvGH/h1PLeGpPcRMI5d6xAo6Wsnh2qS43N3a6lQZ0IKaUctTk5eLZ6eI9VhzBj95xD55ZXcSK20bJMOGdOoMT92wE3KiElC2dSv2zInrTukoKEeDiR4p2t5P8oZOnadiTnZYHNi+QRJK6RwVcw5HRI3AMW4EMoGHBu4xKsNZha2HCpdcBZFcUKYi744iwxO0jxrHCMdxII1KXBXeCl3iTj/QQfuSqdE8K3pAusEAkVW40g8pWxnnKx2UBrATiMMfCtkKaZ3E8mQjr7cwcgDgS7eoePcsr7U+AQD2e6UD3Kd1H4i1sdSmlybNCMY+QyVjSnlGaiElJIkjDRDqI6OOehHJHaogOhpnog6dZbPmY6mq8YoosAcRo3Da12L0YsBWVsaKR7H4uDnvnsYcnpct0OGDzMYIw2NitHFMv3kjomAfl8WJhVzF6wCoEsDi6As519MY1owNUUfT60SZktXQWJIKYTEiyI3HWnYMbudCzBpb9ZVQCA46VgFt6JJpkmxx/gurn2lZUhd156CTqByTRJZE7NSWvNNFLp6i8soK19XX5e7Y9hlVfoXr7u73HcpaAQl5eoRRagn+ic0vgSNbAHWM37xqjFqOA6vpOLIs46yILdG3GzviXL1ZRzmc3SP6MFhwsV5p4+dzyrgGr0AniOdkKsLkTWrnf/M3fxO///u9LQiHVLySYifTb/JfsJT/5kz8p55/ODR0nPr+YhKB94AMfEIfnh37oh/CzP/uzso2///f/vmz7Wsd1JWMShPSy//Af/kN87GMfu2rtx6ENbWhDu9F2tWyRfNaQYZHdCgQjkPp1O/vhD9yL0WIGv/T7z+L1i6vYP1nEj37ofvzQ+5V+7SD79U+8IkAVUq6Ku5ToKM6uNvD//OmL+Hvf/8SGz5M95R/+4OP42FN34OlTCzg4VcC7790/MNZi8EuKb+ownzhxYkuGyF5j0uL//Z+ewO8/ewm/+8wluEGI+yd0fPDOAkbzGxPNjx4a3ZYXL2Ma2DPi4HKFgPQu2FoYA2LgHUfH8PCBMp6/XN2g850CuN91fBJ/573H8be/9Zgk0upugO/7D1/HassXSaB+I0Cl2ex2UHJ/C1UPf+t3XsK//6GH8ejBGwcYIXCYTRl8xvM5OjExgf94WgFVZnJkZNQ6MevnF2p4YDyPyezWCf4bafT5fvnDJ4TFjgx30wVbpBf/bKmB83W/I8UzWFFdNVxQdikMfcF8X8ksS1Ezp6aAKoxpdbj0gBNmF1JRz2RNHCxauFj3RJNbJY/ZyddNfDK2J3NJ3cjC1gKVKI4pzRmhrOso2zqKjoGX10JhVeH3Cb5mQpSj+MpSA5oWYMGrC003z0XDZ3KX4JCULHwzUIVRAbfD36se8Nn5Fn7kjkn4Y1U8v0b5TRMZw5Tk8LrnYyJj4XChC6rguLc2BeJXn4tRshTwQxhUNB37MmWseW1UfSagQ5lAfpzHzPCDP9cDD+Wko7UZeLjQqEtSs3PmSDMOjeFXtyGh5z8KoB+jHXnIGjmJg8IoxHLAGKaKwFYxyII3j2aoYmFTeHjUxlKJJgL8U1vx6mA01nv+U9nhit8UsEpndZEtJ5+XV3+i9+JLcxLf0M9NWVfoz/bf13Tp9k7BHEmDT1Ig0ngDvUnW21iy+W8pw+q1WSbrQGexccMmkoW4e1RNxXi/I9vnN1M8QxvGNEMb2tB2E1tkClDpyMjtwPisZZ2DsQxZcbdiJJGx0WeIbEAPAC2Jm/iMFZn1wQ8meRLq/gafXJrkZINkgdlYg+iCUzIKSCz9jsbA7fM4CVJh1znHTj9hJ2ZoJkoYE0Y25mK57ZefexV333kP0IeJdeDARTuRe+nNl6ceMzPPeien28v0wU9k9QJqqEk+V9vUyKVhprwXOSPfeW+uPY9VVAdMpPp7znSQNzfGXZSXn22fw4HMHTeURZpMEVwbfI4yZiRP4AuVZfEAy07S5BnHWPHaeG5tGe+dOYBvhPEYj2UPY8QsYdFbFr+5bJYQBAXEWEgY7rZrBVcO3ErbxmTW7aoWdP+04buUSl13e+Y8AX+L4gFjhYQRvxWFiLwYM5kM2gGw0KbvrmIJjomfVwB15eOHzD9QvEBy8KxbRhID7bFNVA1LZFDPN6tox0q8U5oM4hhV38d/n1tEQc/ibL2dxMoxvNiD34HRdI9FRXExTLrKvJ4SsHUzcnGxXcUPHZnGb52fl9iIQBXeOfgzmWDuG+kyGvK6Vcw0WwDwUxQL5yTp9W6xXEJGiKyFQ0UHf3SpinWf133irseQxgVu92zN3QBW+dpiA/WOnlHKxq/YJwM/vf8kx9QDnCHQp8pmXE0TgM3lmotff2kR8w0PTd9EZaGBF1ZaWGjy2lfMnzSuazJwkgWG36FdqLoCaEkBPKkVbUNieW7zcA9zC++7vA+l9yLWj3mP3bO6isfyK/LeeCaGW9HQNsgkufGGw7zPe05O4uOvr3QYMqXRIIxRyhh4+ND2OafrsWrLHyj9TNaTlbp7TYxdNNYgTy8TrGh1gCq0nGNK/Pn8uZW3DFjlb+zSmOa2A6t8o/QQ6UQQiMBJJmMGmTN2YlM5Gz/+4F78+IM7G9Nray1Jelk9FxePkSg4arExAXZHz42E9sX5Gv7f1xaEUot3ARZLv+vwGD56pKtRxoQJE48pxfd2Dtwgm3Cy+OCeQx3Qy5+//MYmtDP3de/IfjyzerYvsaEJMOJ90/egbBWw6lXwtbUXE+aYlJ5Cw+HcfozaZezNTGO2NZ/8KdH/1jTszc4IUIWWgj/K5hiqQUUQy9yeOl6VEmTSrheo0ut0LXvLOBAd6BT3r8c4D3QwuTaIMuPPXJNB7Mu+ehlcZHwxdcFdZPCNAavIfqHBQRZO3IMUjiPEUSBsGHLT3kB21u8WKeCDaGfTgdkieUVdbiLN1XHKTvpWQsp5pphCiJ1ImTqu1AspYBSuW1kTPNcqgdhqNhBGAfI5HlvvddM5TCXj00GvJO8T4LQT+vTO59V21lrriIIIIxnSitGtV/+LQgY+G6a355eNaBU1Kwl9eRiKg9dNoyvpJoVATbyogePqY2ahBBEDJekS7K51nrcgVtdB7/sC7hIqczpxgbrPaBYWvSVxlm3YAn/NallhToljcS1FkihF2afTk3b7bUUTLdfwFWBBvYleaurxnssiGh0jUnlSWosPSz4Q6TjxZ56/PeWM6B2WMwGantJRLMRtFIoOXlxsYF9CfXejjVT0X7igqOBTZ4j3IHZUHx3Zvrv7SvcTdmwHgy4HkSvYHR2INFK08Xxda0D5y7/8y/Lve97zng3v/8qv/Ap+5Ed+RH7++Z//eTnPRO0yofrBD34Qv/RLv9T5LJ9BpKf7a3/tr8mzjeP5y3/5L+Mf/+N/jJtlv/VbvyUOGn2BX//1X79p+xna0Ib2zWM3QgZop2AVMkSSkYQBJxlJSPW6E/vI247Ja6f26RcuqYQuGe4oX56wsfBZ+annLm4CqzRdH3/tFz+FP/7qucSnB/aNF/Abf/uDuP/wxM4pvrcxPkO/+9ED8qJxW9SF77d3H5/A0Ykczq+2VHdXQgpIUPR3PbAHf+f9x7F/JIP/+Xdewp+8sigJJ5W01pBzDPzkt9yBmZKDf//VS1hpeCoJlwCHM5aOv/L2wxu0sMdyNt57fAJ/8PKC+GX9LoDvdc9tulSIZ6Uf9+++cuGGgVX4XH/22WflWcr5ZYMGQQWnq23kLYLvu+u0bBuYb/o4U2t/w8AqtEMjGfzE2zYmk8+6AVbaPjwy+QVdH7XfOP8cKmOVlhchCLrxQW86QZg8bF0YHfuN73B9GrqOKUcXUAWTlHePOTjbcJGzGecxDhRYvHzHZsxDZhABeOtohECeIPAkHmDIUPFD5N0WLlQdrAe2vMc1R4w891G0lFzU08t1FDNeZ7ziyyea8ZtNPH41bl0BZ3RDJNHxp7Or+MihCMsuKbI9VHyy5hgYdyx8eN+k6MmndrSQw9pqRY6G+1ISrmoAjADYienoMaZzIXKmYlrlwEasHA7lRrHYbsGNyNChktup8b1WFAiAJ7U5tyoMM5K0lcKKSnTyGgoiHZaRMI+kIPVkHHoiH+RFPrJGFu3YRTWsiuStG7jSDc24vxqo631DIjyZzN6YncwvKUV3ZzaTvARlVLezrRK9Al65eFHeY1GtKxnEuEHlCLoxtCLRrKzUMDHhJA05N74TUVhUYrKoqEaHnqPtMKxcq6WMWreDMbG70/zeWyWeoQ1jmqENbWi7ydL8LOs0V4pP+ExmPEBfnsB15hB3Ek/Js05YVHbqu3YotbfYIOswG5+Vwjitu53vKUV5AliSPC+L6a2WxGMcM+MxxmVXY5Rhz2rdgmSTbHkDYsGCWYYbtDcPW9MwZkzB0bPStDjvXZS8cpfpQ0NWzyFnFDBmTWDZVzWalCFNYho9J59Jt0ebcMYx155DK1T77PfJ81b3vKbNkPwMc86tqCH7u17rZQ9l0ZSgFb4312rCDUOM2c6GMVAGc67VgBeGsK+C0ed6jPudtMfllVrF81G2LFT8AEGqAdRTLeld3fy55VuYDXUU7KAjkUmAu6gPJL5zMzAE1BJ11mjKhqikQEOR79QxblmoBT5sWVcW1gJP2EW6rrCSQo0TpjympVlNYpxBD1KYQTQNbQHRUBq1jTdDXVhW0mtAfVoTkDzlRi/6AfxQxUGd40yY7HuPM91fynCvIPFkpQQWXRefXVxHQcugEjZxqeFKbJ03Ddw7UsAjY6XOtg7lM8gbOuppZ0gKCEpiCgL7HVNHFMSIDB2mRTb+WED7b99TxHTOQsUNRfaVbCrptczPMBYkwCQ1AjVeXduYY5BPJzmO9Jym5zVlfElfa22CwzTsK9j4xLl1AZUcLDmYb4SYLjlYbocCAEn3n8boBOhwrkoJQQLBK8y/cDy9tQT5nddwImW0lTFGYb6FL66varUq8QyJHMioQaB3KhlEWRj6s2M5B5OlDPKOgbqwqwCjdiw5ki+dXcdTd9yc5tsjCaNKywuQTQgcOOZay8dDJ6euOd/G+2oq/TPIdlONJgxDebZcK1hlt8Y0tx1Y5UZ0IV4JXcVuGAI9rtWJuBpLEXH9D6KOrlzfRXCx7uKXX5mXG0162RDs8ttnV7Anb+PJqYJQyhFoc+zYMRw+fPiaL1DSdi20WjCSRM0gar67S/tR912crs8rMApvjoaNd02dxLijJDmmMmN42/hDOFO/gHW/hozh4GBuD/ZnlSTRsfwRNKoNrKIC3dRh6Sb2ZWdwJL+ZsondUzPOflyunYe2wdfUJNnbO3+d4ro8i0jl1b5usAqBO3Qw6Uyna+PKAKrB3UtXshuJMJZRRFwrviTveIPJZjPJPlIghfpcwHmUa0RHEAXIWHSwO6PqYevoXkcDevs6/02bxeTb0mylHss7npNkiErCxkCpzO60/n2nHa4JKGXApq9eA1UFHXSe2p6P5aAqRQsGCUW9BFvrC6aIPg5ikMlQjp6o0iT4ioIEtBQQv07QDI9FKYUbsSXgD7Vet1lHAzp1VXFnM5Wj6iBQIJ8U6KWKIXROA1kHJbMsYCMyqtialcgFqaSpBUs+p9iL0nOmjNTQqZyUAUsBd5IUexfUEm8IzHZi4uQkTg/vXVyjdIpIr035FZ5XJnrPN7OYzBo4MFIQp5EajEuLC2gZGuab3Q7JG21P7i/hk2dW8dqyksJJWVaOjGTwzh7txqs13lcfuWMMf/7KGlxS+iXI3YW1Jsp5Bw8e2z0sHixqXWsXIm0nQFM6x7/4i78or62MTGd//Md/jG+U0UlLHbWhDW1oQ9sNtlOwSkozTUpPUk3faN+y19htsmHzPZjhfGZzgvj/+K2n8UdfPavAIclnLy3X8X3/9I/x7L/+QVB5mmwqjMu2pfjegV1abWJuvQXTjaANmDd2Bf3qDz+C/+9/+DrOrjTFvyIY9ltPTOL/+q57OlrLP//d9+LxQ5fx21+fxXrLx+OHRvFXnjqEO6dUguDfff99+Lu/+xxeXwtFfpJyP3/3/cdx/75u4iy1v/XUYXhBiD96ZR5uqh+bWNhT9BWWiSQ5xU+9tlDHjbCUrYbMEGQPJWBYxcgDpC7T00nww01cQzu1+8YsPLem2DVyYYi2+K3dAdPzZS5uzCHgXodjAMstHQ36471AhLS7rZfmuseYZKV0j8Qh1EFvqwQck7efmW/KPjKG8pKFUaUDqEi+n8SjjKUJQFENGWp+A9KmG3lUmyrQ6YDWk96OmhchY2qoByFyUSzsPvS02cFIGvBBlrYipGlIUnlTS5366wstXwAu79+bxVwrwIrrY9S28fDIjGy7194xMY4z9aYAWtgRmcovkWr7XZNj8r2yHWO2XcGyR79Yw5STx5HcBHLSaNJK2EuUlE5HHlZTXYC989wKlSQNab65zHtzIilLkbQ5pN2PWizbULGeij/HrTG0o1YCKjISf1MxnTIJr8pH3H633ZH7HDG79xQyp6z7DWGDTcEp7ciHpRmYTnIaO7X+RC8Bg4xn5ubmJNHL/MHk1AQmDozCsuxOrBZ4HnyXXdmqIUFBpW6sCQNO7MDVmgg6ksEqdrRiW/qtr9WqlZrEn5JhlHOQrO2rUxf+hsU0R48e/aaKZ2jDmGZoQxvabjLFln3lmIYsgGSIZOH08ccfl6bcb8j4Br3Z57OLf6FvBofElNaDL3JAKePHzMwM7rrrrp01UQ7adcLcTuM2BoFECSgpG2OohuudPC5ztnwvBYYQrDtjH0A1WEMrbsrf80YJRaOs/D1zVHyXOiowKKui6SgYRUzYM5tiSeaG7ywcxyurr8I3NjaHG31M3WmdJt2EF7nXDVbh2iHYnn7WY489JgV0/qzqAlvU2xK/8laHNJTgGbUc8cnNKEZEaZcEoNEBMojryzoZZYBCmHCw2qavm9a6GFtEMKSlO/lW0kicfl/9lsQiXEORhnlXMXHUwwgrnvJ3VfvExtnqMGUIq6FiGkrB+al/75sOQpNQlvQv3WCI4H0Chsge0gy4Xkxkk4JNO2YTuoqNeo3vpU0a3AsBGYyzigLs8XG+3sKxfBmTjoXZtiuff2qqhIfHNjZWUqLo3TMj+MTcmtQO0jnVDQ0nilk8PFHCqGVgru7jxZWWNBIULAMPT+bwxLRal/J5ytoIa0iXOURJlnb31Q4j1H1KTammg42mSV4gJstkh+Gxhw9Hg7CtPjRdxLHRLP707DpGnK6cET8zkTVhU9o2jNEONtaBGOudHFN1a9Yn9hVtnK24mCKrC2VnoxhVL8L9EzkB4OzUOJe81/LFXBLvw5TYYp2GNWf+zuvt9YqNsqPjsYMTaAeRqIPUKmtY94CL6+1rZji5kj16dBz3HxjBZ15blBgylZjdO5rtNCpdi/G+es/eHM5WXdTbPgpJHqvS9CRn9OixawO73yzwPe16ZIB2Y0zzTQVWSYEW2+khpok7JhdOnjx5zU7ETu2esZxI+FS9EGZys5GHRwwcKtrYX9hYEP/k5YrcaNQHk3+Sh9kfnltFYfGcyBVcDaXcIPvi4hI+PjePdqDoe/MjY7in2cTBPqeQN9knJ47hnvI+LLk1efDsyY50aHNTG7VLeGTs3i0di8rKKh564H7kynnpiOrtdOo3FtnPzwJW2UB5guPR0I6aHXCzuth6k5HqQZIW2K/V6Biz+5A3YzKqpGw1KViFLBXUmCaYo1cGiGb1AxtugfkIUHMbyFlZBdrqRex2ugzZCah4VJpBXT6/z9wrScqO7FJnajv9aZ3/bgYnpJwifVDZvnO0yZI1nRodovSSVQ5X2pvYv89YHpimxRJHAopJHOSrejgKjbaiPyGpXJq0ZEdmK6pBMw2MbUL+a6LFTZyw57nCCmOadEgUpdyityqSO+xiJCCL/5uwR2EkqCuZKcF8KM90wwxFqtetu6ckcZ7QWPdfLzx2gaoIPb36mWuSzq0XBhgzxzBpTwn9dZd9pXeHlF0iZZ3ap9q3annM68XOemZQ48Q5tLWmrI30lJmw4PTzUV6lkS5sz5498upN9IZLa1hdD+G0KwoslskgCmN4Oh24m9fpK0w0Rkp1qI41ZxnS8Tt5FQ5fv/F59N4H9mDVtfHC2cWEpj5GIWvjL773bhyZ+cYE4lej734zi51DG9rQhja0KxvjGII6tzL6eWQoY1zz0EMPibTLzbbvevsx/Nkz5+An1Lh8lgWkdADw3U9tZGhhB8yvffLVTodQZ9xRjPm1Jn7ns6/ggLUmABV2aPTLAu7USAH747/2NXziZXYHxrAMDR86UcC/uTeC3ddZdOd0AX/+E+/Al86uYrHm4q6Zorx6jQmKH378gLz6jWCPpTeexz96xwj2Hj0hGu7TRWfLZyb1m//+tx7DwfpZtCePoxbEmK26eGOlgUt+hGrQpSBPjbN1vbrPnIczZ87I69577xU/qzeeIcPGXSM5fGmxhqKlurL4/robStfaHaXr8+9uhBVsH++cAV5e0nCOvnmSgEypnpXnG6IRxMhYAe4YaWPMyeKlFYJaUp83BTxcybpxDrsRO+9GqktN7U9pyHNFRZt00EljnRYLVBefNIFIkl6lkpkDUIlNNSbON5OecRgilyUzZiT66bS6x65FtX0yt3QSxgkIhumEdCx809YNYR5l8jRvOgLCOpA3sCeXMDGSGr8PoDCZcfD9B/fhU/NLOLu+jlzOwaFcFu+amkDJBtb8Naz5bVS8GDkti5OlMsbsrr9KCeCsrqMeEiDf3S6TugWzKy1Fy4vcbzeBzI+rVAdjN5Wc5scZdRPon/YAk2o8rzvY5+xFyShiKeq9H3aZKsnSSt9dxUbd/Tq6hRlH6WrTDmTHseY3MNdeg5cgK5i4P1HYi7J17UBtKfqUSvLakOhdW8X6WiU5bxoy2azEarpk5zfGfTfeUlRQev9VwC02UFyP+X4Atx3AolyvFBmSpD4p5UU6d/fED+xCvB4A/tCGNrShDe0bI21K/5rNxMxDXQ1D5LUan7+9Ht1muMPG53OcSrkPsEjzce70RfG5yfhBaZprNT920YxrHQDKyUfvQMx6zQArGGWR8/FiBaJxNOVj9Jql2xi3p7eNE+659x5MjkwkrOtbxx9Fq4jJ1gSWWkuYPDAlXng9qMPtyC32AXySGs12dZ+dGJns2ExMY7yYSpSwjsfj2JPNI2uaqAc+iqaV5M9jNMMAJ4tjAgC5ldYMQoxYGRzOxbhUrVC8SawDMEkA7GxiIIMJqw1OZEDXQ5Hykc8meXqynPSXagZ6XUkMwVXUWxPyE99XbaWnHTn5QDqW1HPkfhkzsj5JYLowSnaAMRvZDNdabURshg55dVGGMwGoiDQX2Vx6gBu9O01jm6QpgP8yjis7poBKaMctE7MNH2st1qo2H/H794wiZ+j49KVltKIY5ayDxyeKeGqqjFdXW/jKbB1rvi9jOVZy8N79oxjvqStMZhTonwCRNKTh2LOGhqlMd/2Q0YQspEHvpHZMAV1Mrj/EcMiGo1EiNQG96BoemSniB++elO2kX++S3KhgaCxjqZhGiWx0Gsjvm8jh7gnl0xKw8SP3TuGXn5vHIiWFk/GQpYXbv55cPvMxU1NT8uJ5ZX2AwBV9eV7u05fDOgr5LHTWaKIILV/DyaJ90+oHHEPGsWTO6y22hUPyOzMjWZzce+11FD6PHjlYQM0Yw2dfmRNJa5ptGvjgQ/vxxPFu/Hi7g1V2q912YJWbpYfIC4mUYRcuXNiQuLvZ5hg6/vp90/iXz80JQo63at54SL38Y/duRq2eFq30xPqm4mKthUbcEAeuX0fsauy51TX84aXLSRJM3QDqpoVfO3sBf/veu+Rh329FKyuvq7GUBo+ORK9jcSVrhg3EUwFc08cygQmagXFrCo4WYCUeoJXYw7hxrUbJHyK52YHDV+956YBVYMHWMuIQkpUiNZMCK9qtT+yyQ4uPVz8IsbiyIknHQGRkEu1vREKT7Qc+1rw1tALVKddwGyg4hQ5F+zXtGxukuJP3tmac6T1VqTxU77ZUDUQ5C70JT2EFsRX9s2WSrSSFy/T2GQ7aX4L07PGq+Cvnx+0pFvAzdPL9RN9zs5FdxcCp184LC8heuY9oWPZWUQtrOFiaRCaRtqJD1/RbsFT6NZkLBkYJd36PcyKo2Z4uSnHx4giWQZS7kgFS+u1Ks90PPQTsBtQdoS1nlxz/xvdKRgnTlrq3ZPSMsA21opZQQst2KKcVe8hpGYzoI2jG9QQhrSGn51Eyuprt6frOxSZCKE147ouMK9fCJrSTRO9HpvZh4euzWKm3YYQ+aqtrWHMjZKImJoIK6nXnuqRqtrJPnV3F5aqL+6e7YI2mH4r00KmVFk4kzuHVGp9HowUH/+hHnsLnX7qMUxdXkcuYeOKuvbg3kUHYTY4Q53ZoQxva0Ia2exO7vFczqctY56mnnrqumOBq7KNvP4b//rVz+P0vvymgk9Spev/Dh/H97zm54bPrdRctMggMMH7rj77wEv7JX3pik899NUZ/5i/9my/ia2dWFeMbO4vCGL//ShV7f+8F/JOPbdZs5WfecQ1UtWSAIziI7DUsSO9kzPSrf/3ZWfzGXB7R4pLQzd45kcdPPHUE//ozZ/AiE0wDjACJazWuGcYzlIt94oknxK9KLU3s0t6zt4SLDRezDa8DIGfy7P37RzCWsMzcSmNCdX/BxB7Nw283AuimBdtg556CgYjeOjQcKrmYKjSRtUKMODGW22WstNjksJH5YefW+1kFnCezNE83uxTpxQvbvHQJEphBYEkAMhOLnM6mXak3OKUEXpN+W+HRKcOpYTKrA2ZDMYOEql+yJZe90ekIZSclKbrTo9ETimsmPpn8FZB1SDYaTdgIUzM1U4oIZNHEAObRfbksPrZvGn9+4Qzefs9JlGyLIryY9+bxtSUXX13S0GJ2UAswYq3gew4B94yoxOC4ne0IEilMmJpnxj5Z00DW6K6hPZmSAqUHTPCqz1l6DEuLYOkROAUsZrQoS8tEuhwzpZYMHHD2o2ypfeaMLPSAsprs/VSRFZlUuMVD2b2ohi3Uw7rsi7HPHmcKpR5mFTbaPFg6hIPZCaz5dYn3puwSCuaNvX/2Jno9tOHFLbhtH61GU2JwO2NjZWkVVtgUtslrBeptZTwvnqaAPZQo6GXF9DUXRmxecwzH+wuXU+Tr0NLmC+ZgSG2/i4AqKbPKWy2xO7ShDW1obyVpUz6vU9b4q/Gvb4RpkYVYZH26DXzqfXvTM7Iro7PZ+Hydm5vd5HNfrQWxj0Zc2fCe7VhARjFnG6T37jP6Tlnt6nJ3ZJBn8zYbBa9mzO3QxVp2HX42FJl57nvCHkdGy6AWL2NQu2sKfrhWYyzDehKbtCll2lvjS2s0BEg/OjaFr6wsYMVrd87dhJPFg6O3PtfqCdADOFIoIlhfx2WDoCBdWEwEEB8RBELfXgciEw0/RluLsTeXQTOmDx8qfvSuouS23lYX/KBih/6/qRbVDgyi8zeCNQh25/4V4EJhuToSpelmEwC2sIb0IGdMy4IWaliHJk0tSectMmbKqrIZEsaYyDAYD3TH0ZRYSMOEtdE3z5ka1t1ggzxOb2z/rpkRTDdWsN4O8cDJ/cgYOl5fa+ELc1XU9SZc3ZfYbanVwNzZBn70+AEULHVNERjD88R4JmXu4LlhCER1i85+NA13lGw8vdSAZRqdNUiJoVCadygFrGSY2EyRGo+fbCh/5YFpOAnT5YnxLL5yuYYiOxxkYmIstQKRCHrHgRK+cKmK1XYg5+Tu8Rw+eue4NNSkdqiUwT942wF8fbEhn5vKWXhgMn9FCaCrMR4fawN8fXR6L15unsLrc1VYYYzWegVLdbbL6zie9+Ra5b3kRpNBfO7UMr56dg33HhgV2WXW0intdWa5iU+9uohvf+Da6vq87hzLxP/yPzyAd929B8+fWxF1hIeOjOOxY5NSY9st1mg0pNH7RseLt9pufbZpF+ghEo1JSjZ2uhA08Y0OXB+eLODnnjqET15cx4tnLuCxY4fwLQdGMTogGbhlgpI3QU0XSrzrvQF8Zn5RnhLpjVi6nAR9GuLrq2t4+9T1Ux6RIYFzPj09fVU0eJQvudA6i9iULCRIiMyk1KI3Kwm5VO+7n7qMMI1m2ELOvLqCMh8u1MSkNuYDDzwgiaV+Sx9CoouOvLBO+LEq3JNtxcbWXZVb0frRGVUAElId3xi0Lx1GBXIIkc06sm3pMpN5S1DjUaI9qGg1JH3VcFtyTLZpwhDdtmuky0tRuD10dUnjrUrsKlAtYlJ0E5Vr9ABH+lofU91MxRzSdYoEwd1qIzZDWGS66dlxeo4GcL2o9xKmErVD9bWlxrp0g/WeP3LSUCZnOwuDUF6Ksi5ENazhUGkatmEKS4yiPtRQcDII/QAGg6Ee7OzGsSU6kT359JQpJZUS6vwuDDoebMOWBC0BKmT7iROqSNtQyegAnnCfcAzTzhQut2fRRBOaA7TitsgCTTvTyBt5FOMRWZMCQtkG+Z46s/zcjQSq9NtU3sZfuGsKf/zmKi5VXSCXQzFcwbccyCHr1fDMMxc3SArxdSO6L56ZrQlNeq8TSF3I1VYLry43rhmskjJ9kUnl2x47Iq/dakzsDsEqQxva0Ia2exO7BFe/9NJL2L9/P+68886bzhC5cUw6/u+/9X587F134r/8+QtwPQ8/8IFH8IGHD8nfeo26wtvlJzOFEUlMX4997ewqvnpmRUkupkxxupLU+dXPncXf+fA9KF0nIxuf4ZT1oI7zgw8+iMnJncdI//XlRfz612cF7FDKElQMPDtbwVcvVdAkSGSA0R1evUbJw7RJgGtnUGeqdBsmdOLs3PrRk9N4YaWB2aaHnKnjntE8DhV3LqdKGuCXVptYdQOUDOBk2UYuSfxdr2V1GxUW+dlQAQO2EYrUj6FHAjR3Yg2t0BDZyMmMhWZIdpMQHz1k47nVGM8uB2h2JIGSDsKrTJinydyUdphxKH3hogmMZICprI0P7hnFH1xexKrrJ39PWEMS6mguS+rHE1yTMwBfi+FJYR/Yk9XwoUPAJxY01YGY7NUxIjQSHJMKh7qyOryt5MwArcBEK1RAeH53X17DE30hLOMT+vUpe+RW5kSRAFW4PlpBC6+te/j8vKJyz5rq31U3xm+dXcNP3Z2X/EXFb0u3JWm7uwlrDXbCCEnQSsrC6sdkrdThs6ki6W5wQ00YU7NGhHakYczWBSjDOUwlgVpRgHOtOYzZIyphqucxYpSxHlYQmRFCI4AXsZOWtPUTmIIOL2YyOoKjd6V3+s3WSYVvCQumkjS6ecZYjAdk5Exk8xl4bQ/LCyvQAhOzS+eFfZbs36qwnwABAABJREFUUizEMJ65EYlexnRkUSWlfBqvdZoeJMolzOvacg8d9mLGnsk63q3G5O71SMsNbWhDG9rQbowNimlYsyEInPI518safy0m7GZRRtgWlhYuY2RkDFknv2PWs9RHpD3xxOOwrJ37z4PMjVub95E0k7pxEznt2oEwvbk+xglscmBdbKc5VI7jVP0NtA2XiWapX7CB8lJrVmKwiQyb/ZLPJp5H6iGwbnItljYJUMaU8hP9cXVao6GdLI1hzM7gbL0qcjTjmQyO5MvIDWjC3srWvDYuNmvCcDJuWJjO3JjmyKxBqVJdam0tTZOWWCFjFFZ0+r26MDIyzihwDcUB2lGInG7ijkIO55t1rLpuLw9Kdw52OIbe8EcBY5LvRwR3mwIyv6tUwIRl4U/mV2UOuwwrag1mdB2NiL6l+l1kbjosfsCdxSLOVliTcBMwifp7vwRQ75iJ7+BR6ZwQMixqusxDWc8g0wfOInh+X34jc2O/Me4qG5oAVbg2Xlttoao14Ma+bJd/pxe8ErTxh5fn8QOH98v36n4oDRusxaZzxYYAgmDIjNNrlHEiu346r9LsbGuIPVUDogRsmRKvXihgFxXTaLhU9/DVhQbekcgGv+/QCGbrHi5W2gLmd2ue1B6+49gYHttTxLsOlLHc8uXcjBLxM8AIZKE8EI/tQNG+oUCVfsvZBn7sHYfx61+5hJfmaghgIZep492HCzg5EkujDOecDd1pjYYs+ddrzPWwQSqVa2a6yRJmGhdPn1m5ZrBKSnDBbb3jrhl57eZ4JpfLveXY77+pwCoi49DXiZiCJkiP3Svt8o226ZyN7z8+gbGzz+JbDtwHZ4uutYMFB+fqfbTfSWcYabBuRFJ6aQCteOpQLLW3phzfifEGdf78eWGxoczSgQNXpyNWCdaEHSLViVTFegW4SDXbUlyz0pNLO834UHKuCVVMp+3JJ5/cMqHRqxUpzB6wr0n2R2i04rows6QEYzGTgIhgxc51AwAMcmBojmh6a1ZK7Saj7n5IugGZpNJF/oY43UgL4AUBXN9HPkv66B4UyTVaV18xcXHoiBAoQ4pgJbqIWO9FqPfwyYlMluJL68hNCY1dhKpbx4pfxZQ5JpTZqVeswCiU2tq6W0zkm9gTmSTYyATnh6EApJjU5Pfc2BNK6PwVQE9dTT7KKoWYzJXgGKQeV8Tknc/wvND79BK3R5BhydWW0vpxPPw50bFP3oRlkNbbQyx84QkduKYLSMePfThGpnNMnXHJK0IzbqBMZIpQROZxOHsIs+4s5hstzEyw07Akx0wTSmpsvZ49uGhBsa+oQ9CQQQ4OsjcNtMLiREjUscUChYZCZOLkwWkcnRyVa5EUdKSjI1MWgxheu6lTRL3Fa7lPDnr4p+fweozPo1v13LlaGzKrDG1oQxvajbPeRNr1JnZT0ASTd2SIpCb6rTB2nXzgkcO4cxwidfHQQ4MBmFnHFCaRVCao3x684/oZLk/N18S/7Gd4pttEmdOLq03cs+/aKWIpw8QY0vM8SepejaQEC/i/I9JELPirhFIUayKLxMSdY+lotTd2qtnClAEcGLn65A59IrLtbNck0L8eGVe+febakt9zDQ+/dmoJcw1fia/EwHTWxF86NoY91yGdmNqIlUPFb2I1aqiEbjJsJinFXU6cM8rhCHU5SFMdoZCJ8cEDNg7kgf98Juh8T0nOXB8LJ7fBJNl0zsC37S/jZCknXXn31PP4+mpNqNoV84tKwDBBzcFO5HzUPQt+Utw3jRh5K8IHDhJazkSxiieUSiTjWWqBU9YzkTfuGYGjh3DMGI4ZIAh1YUd538wo9hUCrAWrwqRiaab47Py5aBaEZWQr650PUqi/Uqvg8wsB3MhA2VISsXSE8xbp3iM8u9rAe/eUhV6didwROyc/E2RiaSrhLlTjAmpQa/CN+qpKxjNFzCmRHRNMo8OL+EaEWkAmVTI8dqmkvTjASlBFLWiiZKmiwbQ9jUJUwKnFU3ByGewt7UXRKHSAKc428Tljy1frF7DorUunqjQVGFncUzyM0lU2u1yNcb8BfEXzzp/9ECeO3ok7jtwh9xheu3wx0cv7fC8Y/0Ykert2PWtfPYO4Xr6RAMnrsWFMM7ShDW1ou8MY0zD3nhrz7/RZ2Sl+vazx12NKet3E6dfP4+6788g5WwEc+xkq4g3bMK3rB75GSfPhIFPcGtdnlI1l7YP1GTY7XE3hc92voBk2YcQEKYdKfj5m2Z+NuMlsdKZkY+crc9dX62ucOnVK4t3tZG57Afi0qUxOXldr9GteWF/Gs2sLaEvcTUZ9DccKI3jb2My24IidGIEqh/IOXq00UY0U8D2Vv0zKCZ2aDcMBfp7jaIYR9mRymHGy+OLKIioBASt9Y9+uanMFl4/fs00N9xbzeGBsBEcLWVT8AC9UG1houaizOZcgGtYgdDKG6GjTZ+eU801pYlUMLHZsoe0TSBJKLJv23yt5I8ZOm3Pq/FvAukjE8xhLTPrQaBFPjI/gmcW2yP5MZE2JNSqeYlE8PrJ9vS+NaaQhvebi5VodLV0BVdLGX8YazE2cazZR830ULQtrXoQJxxCwR91X4qtUwqh6IepKw1Ws4Yd4teLK9iiNlJ4BkTK1dGFXEdUKP0beNuRcpuMhU/yfnVvHU3uLsnbZoPtXHpjB1y6v48svL+GBIyO4b6ooUj40zvfewtbHe3qthV95cQELDdUsQbDNk3uL+IG7J6WZ4GZY2w8FvEMWGh5zOWPg5L4x3HfvEcWgWatJPMPGKl7DjGHSeIYgln71k53YtlffdVyavHfcLvFM/S3aUHx7VMhuQidirw4fQRPsQLzVSCTun6/t9BrfvbeEz81Xex746mHPy+jd16HJ1WsjtoWVPlBKegseuQ6GAh4XO4QIEHrssccwMjJy1dvwEj3qtAOol42CwAXqT7sEs3QK8wqwwmQcWSJ2atRee/bZZ4VOiUCV7VDFOyk2EDRAEApZYPggdLTMJqo+Fv2JilYI1C54gVAAUvISbHI9JswvWk5Q2W7UVkAGycwqQIxa/xraYbtHlkZ1xBHxzM/nYs7D1tdJr2Ouht9L9JccUOfD6uHthXQQdCkcZHQHaYOf4FEM9aAQAI3McwQvDNAI6shZeQHOCM0cItS9BlbcVUkwBighiBT1Gp0nft+NAjDM4b4IckoZg7hNOUd8qIq+tgKUUEZoMhrHqr8OL1brztZsjFrlbRO7vfMNkwAZoKhlFViOWuuppmMyW3Rmuvr2CUiF/yaZ9pQJppN5l48pGrkNTDDJNSFSTrHfBakMWJphn64qgSnFqIDFVQ2Tx3dOh8iZboK6qex0TBHEEVpoCMMKWYVutH19qYFffXUZzYCyVRrcKMZy6OBPLzbwIyMl5CxDnB2+2JXNIhKdIt532G3O9ZQietmhsdNE78N7CvjdV5fgh5RfUsdadUNhW7l7Iv9N4QgxsTukzB7a0IY2tFtvveB7MkQyqcvfCZrYDQHrVswvqTmWge98/DB+/ytnE8mgrlmGhu988uh1j2H/GLtMugBpseR3AmX2lK89+U1QLLsPGcuw4/NqQaduEGGl4cOhTAwx+HEsTCSp+5/PWqjUvS69siTtFBD6R564OqA/gbsEMp04cQIHDx68bvDUfNPDy2tNAV7sz9u4azS7IfHFbfz2mRW8WXHF3xUGRDJcBhF+59w6/sZdE9cdc2cMCyNWHuf1FYxlA8y3mLBUSVwvDtEKdOSsEBOZUJKlijmF1NMBGnGE0ayike5aF75/tSX79MgzBJmYQMUNBTD/qbk6WmGEyYyDO8sRZhttLDRaCNjYQKC1reFAXhOGELLPrLuasOxkzRB3jrgCdq8HOizdRt40hB2GIA/GRofMALMN0q6TMVMleSmZkzFVt6MbUPJKw0Ldw5/PruO9+0awvzAqTI/t2BVmUkrgTNij256LdD0seS4+tTSHiu9izVXSoo2AYyUzS9olq2EtkfYqmLbEW4wPyj1FmqrvomQ6sHsQZPPtBjK6hSYvhHS/vE4jdtxqIAeTMMvqOuwed5nnlQnYWtgQsIqcPwGYFGBUDIn9y+bOwVZnm/OYdVeEXTJnWBKP18ImXqqdxRMjd3UbJG6QcW4aqIkUkIydV4kRozRZkPcI+mcegtLUfEmCu16XeGZhYUESvSzgpawrvBft5D7EfAJZVVI+2t6civxth13j/ZYWha4l2fyNNmkQajaHMc3Qhja0od0Au16frjemmZubk5wd/VWyZuyGPBmfa73Ah01/j00Emj8QqJI+Z6/XmFtl7nWDJZvtbU68lufhm2++ibNnz0qzA/2NqzU3rdGIn6TOI0Er6RDJxJHp9Q2S9DbrIQVz5zUsKiEw3mXcyxrNdvFuP1hlkDFGudSsYandhKnrOJgrYczZmBtedJt4emUOzdCXeFV8JU3HK7VVTDpZ3Fm4+ppWvx3IZTDXctFk8y5rL1qEDD0yAifEV6NnpkvtRgHYOb+R+Nwu5Ur6uzK2sTTOGRTrpA3q/JsjPjxQCwPUAg+fWKgJ6Py+kZywJC62Xay22tAMQxgJC5T41C0BtnvSTE5WGJY2CGAy8WaVvm6IrK4LI0mL5yYUkV7oInUkVbDOAEQpSI6b8x0jjAKcrlTl94cmRoUdZa7pS3xA9pB7JrM4VNi+VqliGg2fnKvgK8t1rFF601IyTFwLZIehqV7gWMA5BKvMZE2cr3uYMHXZF42xV82PMJ7pzv3lpo9GEIkkUUWakZN6TsLgL3WpMBYwR74HoyV1Ip0SRD4afoSCrbZJJpW37y0A51r4ljvGd3yfJWjm/3l+AQtNTwA9rJkQZPPpCxVM5ix86OgYbrSdXmrg7/zh65irtqVWwjh3yQ3wWy+s4uj+GRwYzQo7JF+HDx8WcCKbmlinYTxDcD7jmBS8wprDTo730SNj+O8vL6DuBigkhA9NL5Cpf+LotbNxpcwqt1ONRhsyq9zexgXHC4FABAb8lM1hp/1uMHUD67J0DLK7R7N4z1QOn1podr5DO1jI4H84PHpDxvH2yQn84cXLHard1IhafHh89Lqop3l8REcz+XItZicggX5QBI1OYNnKYt3nA6DryDFZdbJ4YscXL6kG2Sm5d+9eSexeyUG+UnKXGpKVcE2kfVJrooGiQdBDN1HuRi1J/qVH0yVWi+BrnjjB12McYytuSgKw2WyhnmmilC2IxI4OS+SBGn4dTb8pDljBLiBrZiVxRQo6RDpsw9oBTLdnnwNw5t3jQwdcwVOTdQjUULI16Wdlt+z+8wnkcdEOlLY6gT/sCMzrBfjw0Qpb8MMApqQ0DTT8JmzHVuwqkdahF6Rq3prbxGiuqCRtUvmgOFYJvjhGEITwKc1jBHBbLUSVAGNjo0oHTiMi+MrBALeXoX4hUcKCGKbXEycdZ3SclYOjcwwpSxCdschEZPgKjJLOg8ZtGOLo0bhGfNGXTxPr3Rnu0jnTjVMP6d5pV4lJkjsb27DB7NwIsOI2e6V/uHWi+5lovdFgFSKUf+/MGqp+iDHHFEeSzh7p9M40fLxRcfFAnxwPgWbsMOerN9HL7gEyPDHRmwJXtkv0fuuRMby81MSp5absl3lzOmHvPTKK4+PX3tnYocy+DWwIVhna0IY2tN3VhZj6rCljxm55nlwJrEL73//ik/jK63OYW2updK6uQLj/4AefwJGZ64/N3nnnJO6cKeKNhYRhRaNPriRJvvvR/RjbpiNpJ9TTx44dk4TLtSQHCFIZy1mYr7kbhCVTLzlrGzg8VcCF5YawrdBsU8ffeOcRfOSe6R37F6+++qp0MJE9lL7OTuKZ7fzBLy/U8N8urArwhMbE6fFSBj905yRyic42k4cvr7XQYqJHWBA57wRPRHhtvY3Zpo99PRrf12LN0MOy14AFA0czVWhaDkttytTQPzOFeeT4aEvii0sNA2cqRbR9G687Gu4dM4TJJIabwliueRwJVlwxJVImh0nIMMK/PbUmgAxSSlPmxtZjFG0NDc9C1oxwtKzhWJnsix5akSda9ZTtoWRt0VKdhxkjC0PzYBmU9dQw5RgCDW+FrgBXHpwAGp6H1yqmkk9lUjs2hFGFQBU5tjDAuXUfv1Zt4P1lDQ/vKSNfoq65BVvfYTerpuHp1SXpMByzHBnfWlsBRQjGyRtdFlP65rRJO4spJ4fZdh2hofTtXdF7BY4VRjudqEqKiHMUqMJCp+uxN2JMmyeUxBMZLqVcIE0XTN4PjmmupsDFJDWBKoyPKP9DY2TDJopG2MaqV8Wkc/0FiV7z4UqspIoDXcpw3dKVpCvlWnsyMZwfMkXy1Z/oZTzD4g1zWil4ZavEJefTiTNwtZYqDiTBOuNMO85cc1Etvd/vhsLiTmwY0wxtaEMbGnZNzEAgAn1rymo+8MADmJrq0y7cxTENn9WRR33HBKCRNEbyL2Z0Y/KhtpaFnzRQdvabPOMd7drY33bKJH8lSxs5FZt5/1/ZnEq2FU1ADamRiX6vc2BHuXUax8gaHn0bNmZcCZx7pRoNx/SpxfO43GTjpfI7X1xfwiNjM7i73G3ePF1bF6C21AukUVYBRSSmqa7dELDKRdZmggCjlAIlE6SuwUvqQoxdGXLR920hlJihSCC+FeGyW8GRXAGt+tasO9IwkMQptPRYBxVzOlwgzHWLRFOE0426sIzkDNEzEMAOJYhsAvSNEFnbRtG0RT5zrk1GeguHczYqno8VN0LeJMuOJmyScy0RokTRMFEyTdT8ELWAcYCJCdvGpVZT6kHik0r8SKZINV5hRXVdPLPo4czyCr59pIATk2OwnAxGHLPDUnIlW4w0PL3ckLU45diokKmelZOYdQWypiiWTEfXUbZUnPToRA4vr7Ux3wowYjMGAda9EJMZE/eOqjoA4xc2ojA2UhWXbi2sdxVKw7RIC5ElU90n0mYUsp8QyLPhnCQx+dXkGl5cagjwhcAUAlVoRduQ8X3uUhUfPNKNw26EcYy/9PnzuLDWwlTRluPyggirIfDGqouvXqgIWKXXeP1SOjmVTyaAPGWSPHfunNxze5kktyIPeOeJSbzn9DI+89oS5iMF/uchv/34BN5zcuqboqG42WzuikY1fLMzq1yv8SInUped9QRNkFpuN9mVHCE6b0cWXsXhmSM4ZxSleEsAy1MzxR3foK9kT05OYM318MWl5U7SyI5jfNfkuCALr9ZYGCYClsXiraind2plcwRL+gJC3VMi4T3+EAvmdHbG7AK80BMU6n7nIEbtnaEQeyWK7r77buzbt29HY7qSI9QIawJUYQIs/SyL+fWoKk5a6qCFolCYJOXkqaY6ndK/KS3pQFDbwshBGEms5Glk/J2uwMHHKiTDsSdSQKEbo+k1FS2hqR647aCJVtQU1O5YdkKSdYpfRetI/6RMNVvlsSTJvQFNTvrm1FXf8MlEVbH7aUrdJMo36ZeFup3byJnq4WabNiqtOvTYgBe64su0I6XRKMEAJZgMQ44tazrImBnxbtglx89UvTrqQQ3luKCS5wkwLHU8OVbLtOVFnc1S2cDc5UW8ceoNoXfvBTVst445D04mfaCSUcVIELV6Zw4t3RJQUBR0VTsJStFD4oIINEkRJgaM0JLvrPs1rPgEPgXYWxzd1OXHz6iEbyIflBRlmOBNnSVhINI2gyuuhbq5V/pn4zi6f7uRdq7qYqkViNObOl4ZQ0OdqG8/RqXdBYQNskGJ3vX19U2J3vQ89yZ6yxkTP/HkAXz5UkUAK6QBfHBPEQ/OXB+Klff728URSvUQhza0oQ1taLdWBojPDYLvCQSnb02GyN1kHN928QyT0iuXTuNnv/sA3qgX8PKlKkYKGXzfO4/j0ePTN2gMGn7zrz+Fv/RvvojX5qoCHKbr8PAeB//s+x66psTFa6+9Jl2f21FP72hsmobvvncav/ilC2hHGiwmqhJfimMkY4VmGTi5v4T5iovDo1n8m+++F2M7BHmQVY5rg34O492dsMhdyZdZbvv4owtr8MMY0xlLPk9gxmvrLXx2topvO6gaGtjpx84wI2l0SI+JjjBpq1dcAo4jPLfaxMWGJwnMu0eyOFq0O9cEk4ZkJtxqTOs+WSIDjBpZrKKCt+0JsdYysexRx12HYTVgaj5eWs3i9dWcJErJ/uKFwLrLdcnkaBq39M5BL+X2xuTuoJGkCWC+mKD0iTWPFegilSzlPqs+sOwqJgsEOpbnNaG+fmiSABUPblTHdCaLauCr5hVNE+kZAl72Zpu40NCw6tGHZ5LcgKMDU9kmzgRMbCqwBllHuK92oABCecvAZCYrx7jU8vBcM0DhtTcQ+L7EMfRzU4bBreaZ33UNHSuei4JpSgxxsAhUPNUxGUcxPKG7ZsOIgYfHuwwnT4zuxfOVRcy6dQGqZHQTxwtjuCM3InOz5q+jETWQN334LRLFp/vsKMLC0lTUpLqGyZLpQ0vA/5zbnJ7BqFkceK1ejW9O0AyLD/1xFdPIcSI5dKPNAxspeHSMtxMTlk8ybjKLwfaLrW0niV7mu1LwSm+il/GydLtKfoGNIjqs2JZcyrVaOue3U0wzZIsc2tCGNrRbb2kens2B9Fl3W77pSjUa1jvYOLD/wF4cOX448QsN6PHWEvRXa6wbZFFEK2bmU3lMZOxur/kYnbr6Gg3BH4wT6AMS/HE9dbGyVULWyIpPxxx2B/Qes2ah9B3bYYBWQGA1sC+7FzPOnh37aalE0aFDh6RRYCffoy+yXYz9SnUZF5s1FEwLls5cfYxG4OOZ1XnsyRYwaqum4sV2U3x6R5pBuk2mXhRixVfF8RWvjbONqoD0Rywbd+RLyJlqPtN62lbgAMZRsy0XeRbndWAVBqYzeRmLH1HyU8OKF6AZBQhsNtQSqK185XW/jVfqfgJsUbFHupvuoXdrAr3MKVvOW/J95vKVB6wA3S1RQGI7bIx2pBqBY9OAH3nwgxCjThljtilx3YgwheqwNAJeKN1qYG/OkmOda7ex5gUCVBc2e7qMsY6FFtlVErWJJL4SRpUEqDLiOMibOWHZJxDmtUoNxXPnZN2m8Qx93u1ATJyHWZ/g+QijNuNYA23Pghd7AsKhp581VQx2d7mIoqW2daBg4y8cGcEnZ2tYbAdy/o+VHHxofwll28ClmouvLTaw0PDQ9EK0Q7XOozSe0Znz53WhfmZswTpu1Q0UY7s0Neh4dDovgJXriWdowvApNS5tU6NMzQtl3w4DxRtks1UXp5YayFi6sM7TMpYBEsQwH3B2pXHFbfCezxfzWTxmMtgyniE7LEGMrN+kwBXWa9JYg408/79vP4m3H5vA02dWZI7JtvLuk5Myhm+GhuL6UAZod9i1FgV5Y+JCZ2BKarP7779/V9LkbJXc7e2Oe+jBBzuJiZsyBk3DdxzYh3dMT+J8oykUWwsvvghybHz8Mm8AMe4bK2JPztkx+ONGJdJJhXwwcwRnKm8g1An5IL2z0XnYsYhPM3Qd49bkjoEqnF9KFLFD9WolirYrNpCthBIyQv6XgjaIEo0NYVwheISSQLROkm4gIhnwtDYCTSE/aTxSqpmzC4rMK1Ei7WLENux4YzeWjEXSXnxwMlGqIWNlAIOOhwcv8oRBJaPlUM6UpNuuIz+Tjk4ShrxhdxPq2wFV1LeYtaXsTurq9G5Rafap73aPnQnJrZx6gkpMagXKAziGS8ciWQMWbNicSw1oxaSFW0CRjrOZEeCGH/po+0QiF5O1wkS1AqkM2h+Tv6S1u+vuk7jj6DHpXmMgwuuQRZY0AVgeK8PK2AJIMXukndTzszuH1Chk4YTXONcnvTECVeJEo17NjQaNQY3o0HfUKeXfalDHrLso7/P8VMkQkynIsaeyQATYkHmGnxG2E+qFcn5E30hpMbJTzxFBpI3G+45raDjXXJfzUjQdjNnZbVG3iqGlB8SUnEMFprrxWEjS6rHwQfQxiwJEmXPvSsgKIgF0NUZnlsWmtOBEBqhUMoj3Lp6r1CkS8Ipt431Hx+R1o+x2ophjIvxmPnuGNrShDW1oOwMiUNaFz4+nnnrqmjvhbhVlNjWLmSBlUuL973kHvuM6JEavZIcnC/jc338/vvLmCubWW9hXAKqX38CXXp/HSxfWsHcsh488egiFzPZJWgKDCLwn+INJ3RuRSP/o3dOotHz85jMXUPdCmIaB/WUHlXaAtbYv/hcTj9PlDP7B+4/vGKhSrVal+5CxDBlVdipRlMYpWzGrvLrWQiMIO0AVGrun2Czx7HIDHzww0qEyTv0y+mupJ5x2mlFr/d++viwJzfSvX15q4FtmyOho4EuLdVR96oObeMdMAQ+NbQZTMEksDImIUGlauBSz48/HeMbDWFaBstfcPF5ftQRAYiZzSUYSAle8kB2Sqluxj4SwA1hJfkvinh4pqT5LuxRbvop1+CITCuMuU6RUJRO74TuUsPzSQozpfBtZS0M7DlANXAQg2CYjQJWMwYYEYCLTgGG4qHk2/NBA0dIwk+Ek21huayiYMdyI/j6PJ4n9CFZJEoYijWObaMHEIw8/ichti5/LF6nfCWIQQMP4GDKlnKxDyoMyZkhBISlzCm0io+P4SIyzVbLI0CfXsC/n4C8cGseI3V1rGcPEE2N7hTqd5ytv2AIY4jaX/RXUgpo0E+zPZnGpVceKpzx6wvoVYCuESRbJmECcLMKEzZHriOeeYzya3yfztPmcxIisQBpDhElEy8DUtr7GLc1EVrdRD1uweuIXJugZKeaNa5cM28oEJNLfuNGzztK+7J3aVoneixcvSqKXwIwUuMJEr6Gb183aeruC7zlWxnxDsMrQhja0oV2/XU9dhUAE5uDZGf7EE0/syrzYVuz39GcIDj19+rQwsh84cEA916+dsG9bo2/LXC6ZxTnjr71+CoVCXpjaVP7X3MB4vZVRSvDFF1/sSC1db12M/uKJwnG8uvYa6lqD7bWSG6evxnqIH6lmW2HCN0uYdmZ23Ex85swZed13333S/HyjGkLerK9LbECgSvr5vGlh3XdxqVntgFXSXDiBQYlQDbRku+wtPV2v4EurCyJ1lE77a7V1PDk2jXPNmrxoB3MFPFAex4i1sYZGNg8yhRdFRieCYwVYDWoIQtYvDBQNHUcLGVSCFpop2wrIpKhA42Q/6cJKGOskx9+dRalL9M42cQo8HhXdbJr1BLCiKj+pnC6BM5wv9Zce5nbGP2GI12oVlI28fHexTRlb1oAg7CUH8rYwRo5lTCy2kyZhxCK7U7IsAYVcbLSkqaRTM0v+o+oKGnIJiMM2TAHs5CbH8c577+40njKeoV+XNp5my6OInazElQSUqLGqapOK6dR+RowcVgMyXaqGX47z3nIJ753eyMpxciSDO8sOltqBrIkJRzWik8Hk4xcqwvw+njFxIGdhfa0Nll+SEEbmOvApP6vkaveVLJytuKoumAA7jo9m8YEBShkcczXU8ZXLVWFGGc9ZODaaFeDJVranQClWJTnc+7mGR9bRrBzjjbRqS80dj4XN4IyxafydjKPFK+RYBt1vWWvj64477pC8VwrGZ82WPjz/ltZpGPu8755peX0z1mgajcaQWeV2NSYWyabCYnN689qNQJWtULvs9mdSlzeqG5Ug3YmVbRv3JwnkTyCL586tdR5nv31uEe/dO4bvPTI9cC55DJxz3lCuFvxxJcubBRTro1itr+DwiTuQNdgxF2LdX0EzrAtgoGiOyIPzfOusADEyegbj9oR8t9/S+SXO4L4n7hb6vnbYEomenayT7RyhVMhnKyqSXnCHFVtwJdXYvy0NOrufyCaTgDnS74ZagJZWT/hP1DcDrS0SME5c2OCopiAQaqDvP7gHZpJQpMNrRw5aXhN5o9iV+ukDIXDjkYxPcOKdY98KqNIPWOkQxvQAUwYZ3a3tACslMucElP5pSvciMeY0R1f/tqKWgHiIZI98ojnbaMYNhUY3ssJowm0HUShsLrIvvctmM+AABLFLKkq+BHXdaGB5dRkL7QWcv3wBpmUiSwq6zCj2FpWuuOcGyMlyY2I8UgjkMBYHa91toOV7mLDGkTM2d7um6u+9tuZXZW4KRk46/4pWViSUlAOtSxDgSSCgUr3SHRgr/XEeuzDVxAYqboBL/ook7UftLCbtHExNx1zYwnwWaDVWlSQRgBmngDuL41vqtNvICIU1WXu6FNZ0lw3RWr/RRkez7Bi4WHOFei/taPVjEzOmgROj15dMZmcBGZX4YkDKgg+T+ZcuXRKQEpOaqVN0JXadtyLFHFG7R48evdXDGNrQhja0b1pjLEPQRApQ2a3Ftq3A92SIZKKB7GY77Y67XuM+njymQKmnLy7iR//rLC6uXxCqXXZS/fRvPI3f/l/eh8eODaaLZdGXcQITI/fcc8+OwR9XMu7/Rx87gL31c7Am9+Pg9ASOjWfxhfPr+NNTy1huejg5WcD7jo+LfM6/f42AZeDRPSVJaFHLut/Y1PDCCy/C2HMYi+UJPL3UxH3jeaH/vZKl52Irv4SdWAOPQyQZuwx+4xlLWD3WXMUL2WtlW8MbVRfnGx7GHUO6viQR50f4gwsVmROCkplIu9Dw8J/OrKEdRnj71MZ17uimdGl+epYJ5xHETVE1F0DCiTEPd4/puFjLiq/Pzr40UUsP2WNY0qHGZqdbF1DfnYv0p0Gys6rLT/nfpMTukH12TPTPAwJIIsSJbGfv9yVei4GvLlr4lv06jDhGznBASHnBYiKREqycl4Ykx/c6ORTyWTSjNuphE+PWqGiBMynIPKSuswHAgEEaa+bLpRNR23DuChYlbnSY+bwktVik4DXKe8p8ZRGvLJ2CvxxKZ3PRyWNvYUaAM5koRkkS+J7Mrxf7KDsejo1SrtXAfSM2jhV07NkiGZkzLHmlRlnXZtgUiR0WMi41XTQCWyjZpRNQo2SSh4wRJcehmgH0mMnhPEoW4xYDZZPxUIzVYFnA8xk9K7E7m0HscR2B4wpYhRttanUU9RH5zCDjXB3MTuG1+gWRWSJ4heeODQCT9gjK5o2nV2Z8RrkfsqikpnoeVAtGf9PJzU70fjPFM4zjd/Pzc2hDG9rQ3urGZwZBHmwQS1nedmtxcFCNhjUmAj4YI9zoesd2xmbEVGq9UM5h6sAofLSSPzLfa8JBfsvmUs45ATZXC/64kmWMDA5o+/HyuZdx8pF7JcfNMSy0F4VJjz+PO2PC8v5y5Q1UgwayhoN92WlMOZsbjNMa3mp1HQceOoGaE0NvVzDhlHYkYXIlsEowgLEiZfUg0D61PZk8TlXX4CZAkc5nAYzaDr66tiixBiVjUjnLNc/FHy2cl2MmQ2IKYJlvt/AdMweFzSU1gv7JqrHitTCfCeFrrFEof5A+ux/lMONYWA0D8YmZl1eQC9UEQIZDVT/pAuZVHYcWS4w2kBmSpYJEfkZVExRDpMqvp4CVdF5iEP/OeIcxU79xX35MydIABVM1Kh/IZUTi50jeFt9w1Q2w1PYln3+oYCNv6Xh13ZV4aU/WxuVWU2IYqVclzJyRSFUqmdNOY2xyTrOGIddlyqpC0BXBKosrK3hmvooz5ysINAPFjIMjIzm846DKA0xbwGlfk9iSx7zUDtFmDAID45aBKSeL43k2b2/2ZzmO6ezGWOfUagvrboBDJUfFgjqQdSh9pObQD2I022yuViwgZE7JWyaOlDU8Pp2X8z+ds1CyDDwzW0MzCLGv4ODERA5lx8Sryy18sZpB4c01dW404OhIBt9x5ziKPQ0CvXbPeE5AKa8sN5G3dZnLmhcJUOb9R1RjyY20iYKFPaUMFqou3lxR6g3psY9kNbzzOht92VTBexVfPP+sSTCeIdCRxAiZTKYTz1yJXedqnk9bSQ/tNmu8RZki3/IyQOzeY1I3pZRjZ8mVNNR3UydiSinHIvmt0qJ/aa2O5+KN7B+0T86u4mgxi8cmy5u675nU5U2Cc86534lRqoRa3UxcZa/QwUT0btSKUUiof/mdKWdP5+/L7iLm2rMCrmCyxw1bqIc17MscQNnqOpJEYnKsEwfHkJ9xsB4vk8JEbrBFs4xRc0KYKZRky+DLRZySLbpHCYQwNEsYVMju0UkEJ4AMq6fLS+f2+x2qFLYqqNKNjCbqQd5l3+gCVghiIZ2xp8Ym4AEmQg3Ymo3YDKGHCh1OZ5cmuuUWE3hpsrm79RRB3Mv4Qp1whQRViNL+4W7wiJiwjX1BlAoriOGoY9nmGSmSQCnNXr+jKR2COfiujyCMBYhBsAQljPgNJkDZmchUXxttJbsUBwL4ifVIMaCQNaXjaCmqbiZCeawdcr8ERdznlyrUdT6PtuMCoWLJ8doe6q06ZquzuLB4HpEJXJqfQ6GYg2mTRYfdgdRVp36fD88PBVhCxz27A1AUrw3KHTF5ShvN5mCbpjjDii1HyQrxd4JWxIFPuiGzcU5AJXSYTtdXsOA2EocPWPaaWLVbmHHyWIja4iCO2yphSfQ0qbtH7Cz2ZAY//LiG8yihBSLo/Q61dAY5mDfh8XKwQA1EDa6sqV4NMA3TObNDO3cjjE41g06+0kRvyq6TPkf4t5R1ZTsa9bcKxdxbVQ9xaEMb2tB2u/WyFTIhQ5bIT33qU7v2GdIfz/BnssFcvnz5lmrR//RvPovLFVUcJhiAVmt5+P5/+Um88q++F04fQ1sKViWwhgCbnT7n11o+1tsBpvI28lcAipRsHcenspiaVM/Xdx4Zk1faBfVPv3wOr6+oRDSTjucqLTy3UMNPP3kIhZ5uMSag3zh3Aa+U78DZlRjh0qq4SSPOKv7iiUmMZkxxDffl7U2a2LS00LxVcvdQ0ZGEVyuMkEv8LX62GUR4bLLQSR6POybypoZ1T/nyXc1u1aV3puYJ/TA79ESnG9Qy1zAXRChaBsYSEE7BgiQ3Pz1Xw6G8jdNVV7oP6Qvuz2dwal3HmYYPXY/B3CGH3Q41nFpzsCcXYLZBZsFuTKIYUGKICtAGY0ySjFJcy9652UiYzfGPZUnBHcPRDNQDTWQogy1SCwE95R5a7nQcqa17Gt6sRThZdiQOYVdnK2yjLayXPmphSyI8ituuBw3x8RnburGvGGKEaZDMk9JPKRTMpq8khiR9HUOO149jPDKe30QJzeu0MFZEJtvANDIwAg2NZhM1t44X5l+B4emICjEOci1qGlZ8FxFjuliDoxu4dzSHPVlLqN/rYQPlAZI8m+YkZpQWIaMZWHZ9PLfeQMDmAzLdSMzGpKoNR/cEaKRA6QHKVg4nCgcF1MO4uhKsohWRSlwXCvR23EIRJRXzOTr0yBBGFWHThI96VJE4mOCXQbbXGZd/z7cWpMGAMc6B7BSO5fbeFFAdZXfYcNIbNnM3jJfZHX0jbatE79LSkjxTmKtJWVeuNdF7u3Uh0t6Kyd2hDW1oQ9vtRrZC1jj4L5txCbRmoXm3Wj8AP5XQSWtMt6KoSV9w6kBSBO5xUQiA9dHuNHSmRmZwSunw+ffkk0/umJWTPkM7UnI3bADezh8iM3ncjjFidetD+3P7sB/75OfF9gqeX39N/FvmxRt+E2teBUcLB3Ek32Xh51ogQ6Sf1eEeK+LV9hy0tsrDTzol3F8+JIx9jmEhbzrXBFbZlyvg1coKYqPLJknQNGOZyUwXwJv+PBDwAUp5BigK+EQ1QEgspAHNIMC0k5MagJo7Q1hbXqutYcrJYdlrwdIMHMoVsCdj4xPLc/AS6Uu+z7pERMkf3cWSq3fkhDoSUMm5iaRuwrmPBcxC/5yskfIuywHm4IiGPzMOU03CjLlMtMIALn3oAccqHJEiy7P1+V8LPRQ0BzNZAu8V8+alpi+yrpeaHiqUarU0LBO44nKOIlFxaAWsXSmJoVSLlfKUbKhlLY5T6jPfoWmoBYEAVU6UNvtvzMdXcmOolLI4PKZBDzys1Zt4bqGKFy8vYdIIMWqbODKaw5stJVlLpkvOw5hl44HRPOpehK8vNbE/b2+S5Blky+1APsc19EathTnXR85U4BCeI8vUkM2a8FxVP+OxkKX0bXuL+J5jikThixcr+OS5NQXS0YA3V9t4Y62Fdx4o4fOX67KdO8ZUfdQPI7yx2sKzc3W8+9BggBxj/L/64Ax+99Qyvr7QEKaT/UUbHzo6ikdnbjwb72TBwVTBRs0NpT6XcvbweMZyJiYKN+7+yPnivYsvyoIR1LYVuw5f/Ny1xHC3E1tkYwhWuf2MCVEWFXu79xhEc0HvVktRu3zwnD17Vi64kydPCqXcrbLPz5NRZTNNGH/73PzaBrAKKfzoeDKJznHv9AKfbS3ibOOiJIf40B+1SjhRPIKcmb1qDUI/9HC5fakjCURdcm6TyZ9Fdx4ls4wg9jE/t4DXXnkNd5w8Cowlms2JzA1tzV/GepCwTGgGSsYIxu0pJamyQ0dIgA16AdVwXT1opXtPJWYzOjvCeqmGFWuJso3bU4CRlPy4s/VucqsPxMJ9tY1mD7aWD0Y+8C1xAggeYXJP+VLquybBDlGQ0PQpuSBxXgbc3AXUIX4EEb5E96oRdhhR+uZDwDRaF73chdUM6lhM5lMfPMcEyvD8E71NnXeCUrjfdlyFH5MU0UthQvI/zgVHx79kLFuOmUwnnf0k3N5KPifVSCTUWIfnRaj7Delk5DGRyUSAPQkohklPAl+cvA0zayAO2GFpwW16qMUNfPWN5zBhj2FkTxmmQXAJnWDSpDHJawsAhR2KDplPeowBAZljeL5t3UFWywpQhZ93DBOWyY5LJqGpbc7xKjo9suKodcQZsODEGfKqyO/rfguLbgNFkzTcKpnIeVjxmuL80UGkWnlq/Aydbf59K7BK2hlYQDlZm4rV5UZps/ZbxQ9QCaKO48iAgOdTjwMhvzxf90Q/8mYYg9Dp6Wl5pew6dIp4z0tp1FPgytUkem8nR+itqoc4tKENbWi3wnYaPDPByO4ydu89+uij8oxJk6a7tUDY24VIBkM2DvD3W6lFv1hp4ZMvzW/yPOmbrdRc/Nnzl0QSSN6LIrz22muYm5vDww8/LM/2nVjNDfDvnr2ML12qSEKJQJUPHZ/Ax+6Z2QQUuBK9OO2P3lzG1+fJrqGoCblmMoaG02stfO7iOt57ZBSrDRcXX38VrWYd1X134dR8E3mh21C+NimK/69nLsOxFGh+T87C9x2bEMaVXutlSxxkR4oOHhjL45nlhsgyMrnHzjTSOr97bzcWJMCEmJ+SpUsSkPMrHWWGBsdU32Hi7ILnddhaqFnOH/upiXkccw0P/+cL80JnTKfP0TU8MJbFQou+L6nGE7phXUNB11DxYlyu66i3QzTbav82QRymNiDJmsQj8v5gmdONc6S+Q5BNK4oxblnCWKjs6nnf81aI1baOwlgOuhYhr+fQCFxUQyYXmTT2kdFt5GFC03V4kSs+e4OxbstCwYpQ8Uizrronmfh1zBhxpKPq+aAIjmMYeHA0j8cmbMy2FxMgBuWaKH3jSGzhRh6KZh6ao8G2HIReDF6+URghcklBfQnllRBmtoC2bWDUyeBwIYuJjIpf6Ps3wtYmsApjklrQkGYUxpVkh0yiSwHin2vweEh/rvNMCpU443VKJ/mhhYxNWSQLh7MTOJCdEKAKrRHWJZYnGEXWLRPZsY96UJXFFvoRtFyXBdSMLaHJpy59RhucW+Dn9mUmsMcZgxsxuU4mmpvX1+WBwJ+ksJHOF+c7DOHrrozzZsRT/YnelF2nN9FbKpU64JWdJnpvN2YVFhnJnDq0oQ1taEO7PruaYiCfNawX8PlC/5o5s9ulRkMjsKZXQudWPffIXThw7jUCf70NYBXm8Aj+YB6P4KCdPvsqfhXnmxeFdZ6WM3I4mDuAklW86niGscUr1dNoCfBF25CPP1e/hL2ZKTmW1dU1vPLCS5iYnsTcWIB26ArboKqGxLjYpIzoimKh03Tsy43hodHDyPQw+O0ErHJPeRKXm3WseW1hPxFwSBzjSL6Mvdlu7pssKZS15Hjpf9MImmAFohH4Uvao+h5aZG1PWA2lqVLqLz0s9wQqkFFxbSnJvRP4riNnmLi3RPmXhPYx8fvI7EEmk0Bj9cbDiONC1yipZKDuGwhYg+nD1ksIRfCFripOBLDwPZEm7dn2xq8pSSFKtJLdY9nb+jrkthQH4iDWHhXH8TRMOZaA6Nl8MNt0seaFWON24xjjBmMXA24YC2iJoPtVj/NINkWqAKiqI2MESshYwlYDLLTJ7qiJ3Oi3TE9g1Y3w/EpV5JdSqZ+sodhaGDuSlQSOhdBy8EbQRFUPcTnwYHoRRudXsAce3rRKyBsm9uUdHMhnBFxjZzTMNsgCE0hzRK+ttAOcrbmo+aGM446Sg5Jt4Fw1lkYOMl4KO6hGCadY6is8moylwWHtLAaOlxy8a38Zj88UlIxQ08fziw1hQB3JqJiD6/DcuovPXahIjFnuCUUsQ0c5Y+K15SaeOlDeMrfA4/8f75vBx06EaAUqVh/UqHIjjPH56eWWMMfkbBUj07QoFAWDF2ZreO+dO8ujXK3x+TExMSEvGmOYlEmSTV68J6XAFb52TKSwS5vBtoppblVu7Waa+VZ0hOhIsAuOWnwPPvggJicnNyzm3cyswouJSWkmdZmUfvzxxwUZdiut4vEBOZjui3/r12skAwz1kndqRNi+VntTHkhMCvHmvOytoV1x8djofZJMuxpHaNFbkISVYgdJFfEUuwYBAC/XnpcEV5SPseexSTi2iWrIzia1PToqHdmTxInid1eiRUm6zWT2bRrLdo6QTe1xjKIdNQUwQceGQBVqTm4wPphj4UBBFIXS2ea5LpxsBgg8ZItO3/rv6sD3GkEDfMhvSppqEUJDgYFituEJktZIICMEkgA6HfF0HmKCfCLR7t7qukshNL37VhIyXVAOPxNGLMgr6R2EJiyLjsjg+eplkOlF/qbGbXCeCMKIKZzEDj0tQEbLwIGDtXg9YaNRs0MnkOlsjpOxBJOgda+JjMUuRh4/3wtQaytZIcPQ4EcB9NCExzUTtWV/btxCwOQlyZk1SxLIJb2UBAQh1oOqrGGCfvwggJN1oE1riHwd55fn0K65CDwPmWwWhXwemVwGGrPzfVYLq1gL1oVGT52rmqDYS2YBTa8tdHjKgYvlXBkRHXVTzq+AoOI8zJiwk43brrEbMgGhpMZ1zlc9dGUND4h1Emf7yta/v5th7Kolq8pU3hJnS5K8iLHeCNAII0nSfyOM1wO78fhKadT7Eb1M9Kbgle0Svbcbs8pOuzCGNrShDW1o12+Uo2NMwCC0t3svTY7u1pgmTezyucjxM4lACZ1b+bxbrbvbwgmWq6pzkJ2eHDMT51cjv0o/6l99+QK+cqmCnKUjZxnCjPIfX5yXxOb33juYbnurhCp9nD94Y0WSPpahkp78FJNOLPD/59eX8KuvLcINCRxx8LaZSZxfbKLuhVhvM51ImRZ23Sn/w020wCtuiJ97bhb/+2P7caSU3TFYhYnWj90xjgMFB88u12Ucj5TyeGpPCXty3YQeE5D0IPcXCKDW0Gh78NoNmFEEN3ake2/WVSwlIgPERIuvYhom+Xrnc6Xto0K9nB6deAKVv7LckAQjwS1kQBSabdFuB4IwwnNzEVpKfVPMD0IBqziJxnjfGUi2T49y0HGrkIIeZt5SLCz8xtES8K6pMn7plZWe7cjI+1fGwMSupUeYzHLemYSnFx1j1WcHnYZRs4xa1EQ78pXMkBkr6LlGQAcTv21UfA378mRWDLDm6tJJyUMby4T4wN4cVl0NdT/AZCbEyZKGJX9R4hWC82sJID5nZDr+fxEKvFQL66hHTTnftmGj4QXIjedRKOrIt21U/Bq8tSoqFR1BPqdAzJlUg75r3Nfl9jxqYaMzDataBePmCDKag2bclg5JXhuMCRk7lkzFBFnxfRTMDN4+NoNpu7ThnDE+9WNXGjB63yejowsVs8lU9Q1ILesrxzSMG0lNfzONc87mChkiOcMTC30PusHoO5UFvvkyabwnb5XovXDhgszxThK9t2Nid7fKgg9taEMb2lvNeptxT5w4Ic246T14kMzObrJ0fASxk3Hx/vvvlwa2W2m9OfhBf01z6qyJkVHlauVXm0ETb9RPi8+Y1mNqQV3eu7t010Am/O3qIgvtZQE1pxzu6ShZX2nHMT61+AzqvmJFd46ZKOcdVJsVAYkQZE0wg5LwZMyUekhks5hDzWvh/Xvu23BsVwKrjNoZfGDPEbxaWcZsqy6SO3cURnGyNL4BREy5IMYYZPdrhb7kQyPPQ2SaEn+5OusEjMNUIzBrFYQR0Sumf5saj6MWKnFUrfe9wMMz60sSz9DPpwubEV8qlp9tLUDRakkgwu9mEaJga1hsOXDDzT4XdyklBtVZrGo8mgLuSwmox6+0NMYOrH1puKtUEhbDZY8toFvbVp6pqAYYCjTiJtu83HSlQYLx4PMrdVR8AlRUDEUwCxlX1v0A5xqB1IqyuolmxNqjYo3knthoe1e5iDXfQ9OPcDyfR80FXqzXJT6ba/lYcUNkdA2jjikStEeLam2yNvPSaht1P0SGABbWvwwLTT0P9sQfbrXhtuoIa8uYzzjI5wvI5HKIe/zy1M7XXHxqro6qF0pzAMf3ynob95Qd2fZsw1PNv9LIoaRXi7Yu+26GMZ6aKeP9+8uYym0EVS00eFwhpvPd64nrr+QYuFRLQe39c61yBDsxMrCmLKw3y15fbIh08XQpI/vimmJ8v1Kto+bFwjb7jTKy6+zbt09ejEuYR2M8kzLlsn6TxjNkyd8KbHg7NRQ3Gg0hi3ir2W0HVrmS8eHBBCMfTkzqcrH22m53hPhApQPHguCtopTrt6OlLM7UmpsAK7x0J7I6PrtwDitLS7AqTbzjGvQaL7Tm5EGdJoZ48zdiHfWgiUV3FXuzU1clvVMLauozPY4QjUk5PoAV0ZnqZAo0H0vBYqLTp7iiU+aN1FLgCv+6HiyjGJSRNws7doRoZMegXA2lauphFc1gGZZuo2iUkTHUGuXfmXxjcpw3VcuyUS6PCDNIo96ClTUETJI09W1geEkZSuTBLgmuQe6qSoV25oUo24QNQ5GhbD4GoU6Ogw1yRb1/60j19KT/FPRFzaeS4Imw2loTz4sMNaNmRn7ezsHu51zpbDvuAmBalIwinEYLFWBFjoY0cQoVHaRJQGHW6Y6SSHNqKlJGiMfF7xjsVox9oYwW6jwydURNSRCzs60Nrn8yjzgyv6RnJlCmGTVQ1ErChEJHm6ARWUek5OZnSNDiRJjOTaFddhEFMVpuE41mAyuNVWiuBldvYmJ8QjqleUeuBBXxLbN6rod6sYWSbmPKGpefOaccD8E2ZGVRa5c706DH1DnXpFOyyoQykfWajWCL+eZc5nQbhPiEPZc490HnfNwe3IF4K4yJeNKEsxjBzlohPU807vkavcmO2FbWr5fJLnI6RZQMunjxotwjUm14fqY30Xu7OUJDZpWhDW1oQ/vGWBpYHzlyROTo+pNwu7kTMfWNv/a1r3UYIm91YfDwZAGFjIl6e/CcLUfAv/zcG/BW5vG2fUW848lHr6r4+uZqC8/N11B0DAGq0BxTlyTNH7+xjO88OTlQrnArAP7Z9TZqnqI/ThOn4slqlLuJMddwYYtkjgYvBj4zl8Q/Cc1wxxL/vjdJWfMj/NzX5/Bz7zgsnWTp99THt45pmMx9554SHp7I45MX1vHV+Rq+PlfHI9MFvPfgiHRyTWZNjDiGdKDlyOLhtjBRLKIexjAJWvddaLGlyvGRAuGkibiqH0pHHAHJZGhZp8PXeyjJi/5gG5Tw1GBEBOLEqLlMggJtN0IYqARtOg88pCCIYVmxgNI32+Z4ZsNOGZtS6zwX4Z17RdwHU5k8Ji0HWQPY3IjY3ZKtE1yxOeWSt0M0Ag1jDjvyKINrC3MKwRq1uC2geMYkLkhV7QrrIxlV6O8TsOPyIBFhNKthImOKlA7jF8aHph7hzjITnxaqQR1z7rJ0nTq6JXI9diJ9yhEyliCghCCYnJlRxQTpDmV7BV+ME9T7uVKevI0wxglCaom/u7y2ggABqq6DdqHRAWmzI5fAl6ye7cTS7KJcDdaxz5mGFrGj1MOaR016SuOaAvjnyXIN4I78BGacsqxHFkjqCcCG8qlMQA+S8+H6ZjMD6yq955FysZQMZqy9e6yb8u/kK5K3Ep7PWzKqrRK9ZCzm84hxQMq6woaq9B55O8UzQ6bIoQ1taEO7sbZdTjyVoOG9d1Az7m5vKOZxEfRBRhKC2HdDPoz5aE2jT9hnCcPFheYFrK6tYvXyGu67/z7MTA8GzG9li+6SAFVsnczkyh/hM55MfEvuMg7m9l9VjYbNyGn9oFtDUIzwcRwIm6CsHoI/EOJM87IcR1f5XX2LwG7lcqvmWNqcu45XqpdxT3n/jsbSC1h5++R+rLo1vFmfw1z7Etb9RRzOT2Nfdly2MZFRLHd+GMKrNYTpI1cqYz3wUAgIrg5kzKGwyKtxSTss5V5CHzmywsQxltzWlnBpShoRECRSkEn9hYBv1ktGLE+2lYI3pI6FGOOOh9lmpoezXhndsIRgZYMxzhL2k/R3AEXdQdmh7KaOh0dHcbFZw8u1ypa4bn4/DDX0h7KyTZHTiYU50+O8C+NMKDKdfI9xGsdV8UMB2fNvCuRDxvpImqnFh9d0kYQlUwnnhW3QZJ8pWZaAgy42PAHCUKZnseWjGcSYckxpXKWk7HIMYT+h3A+BK9wPWdkZRxuUcCVIxjIwHwCPTE8IM3vBiLHWaGGl3UZ9bQE2IiwHizAnVO5et2x8ZbEhjbEH8gooz3rT5aaPS00d79xbxBfmaohaqmGD+yNwhhJH3C9bPb/90Ii8x7j+1HpbWEPzlgEtUo3IqnGgF5gfK6YV30Mt2vj+WjvA4/uKW7KqfKOtJWAgA02PoCMzqdMkDSY8juytgR3wfsXaNF9Hjx6F53nCJMkaDRVYmENLazR89YLYbze2yMJbUNb0LQVWoQNBSjYG10TrDlpcDKi5SHejkWqaFw8vGNJ83+qkbmrfumcMn77MRFQf0wWTKXoFL6y05emXmynidNjEI3H5qsZOUEqHySSxFIhB2uCBRopfK0Q9YGddDsvuCubcBZGwIWsKH+Cx3uvW9IAgmIBLb+zJATHxqx7cCQI1AbN0KeqS5C80LHmzyBnHu5I2OwCryHGGFaz5Kx0njXJFZFsZwxTyRkGojKvuOjwmC/M52I4tyTiyheQnCvC0tjzE+R5fbSYuCaBwHAH46IbeJxM02NhxRnCGOr5EBiedqQGnTZKZA45vu3OcUvqlZ2A0MypzTgyQxYQtH7h6uLkRcVNyPRErT08VnQyyD0WBdNbppg4vbAv4hGuIABFK/8RCl0f3ToGTmKCULrbIR9bMIAiVNFR3X5poxHOuCWBhcpbsPAbxzVosjCrcLtelyOxogIOM6KPzRUee54T7oSxOelxMZvOcFI0Clv0VuPAR2zE0R8eINoKJYByt1YZ0Gbz88ssoTZeQmXaQt/OIncSZJ301qbHjFvba+xDERXHobZPAlL4uzojwHQ2NsInL7rxiiBF+nBqimCwqRPpaQmVIowPIed6fLaJVqWJR97Hut2VmCFSZsHOYcm59MJbaeMZE2TaFDo8ak6SU94IIJDQ/nrOxL7876JwzmQz27t0rLzo6tVpNnKLZ2Vm8/vrr4gilwJXdKuHQb6n00VvRERra0IY2tFthW/lRfC4wiF5aWsJDDz3U6Xjvt92a3GXwz6Im7ZFHHtmxhM7Ntoxt4ic/fB/+8W9/fcP7DAkmp0r43HwNrhfAMjM4q1vYu+7i+PjOaVUv11y0gwhlZ6MvkrUMYTtZbvrYX9r8vG+FGk5XXBTGVaT1H1+Yw3NzNWEucV2f+jYb5EJSn1zWD914ERLvzS2msjZdk48Kklwlw7iJhbYvybVv3V/eMVhFxhuE+Bdfu4TT6y0FltbYcdbGMwt1/PTj+1G0TbxnTwm/9dpl1MMII/kiqhyPpuG9+8v48nIDM14g/hvlhEgTnEEITzdgwxSQCo2dcoNMAeLVv2VTx6JnwGulXXhKuqb3CHo9ZQJW6HL1HuNGENgmJVOJ2hxddQmSivxzs6TfjnHviIb37dFw92gGX15q9+xz49yHcco6ouIiiXCZnPUN1MwAJZtSOdRhbwkgpGSZKBi2nCuCOyj72aLsqujYmyA8P2+SUYVMkIrNkqAorrqKryNvcJ+UL3XkgPi/VuSibOWFTp2JwyylXymRGgcomFmRO60ENYml/LArB2vK2JWUrJxqdo5GGub8ZYRayBZPGDkL0/oERpp5rK6sdkDa1oEcrLyFLBlCk2VPKdVa6Alz5Yw9jQfKGax6jFcoE8VuvAj1MBDWnDvyjHdiLHiU5a104udqXIOpq+S1oSumHInxYk/ALkV9BJe9S4gMgoS8DutnQSttkN+91WbCFhANmyYUO6WmrmWeT2RumqTq9SR6WXBMWVd4j+fvaaKX9/3bLbG7W3JtQxva0Ib2VjWyxbOZmPdcNuMOkqDZzQ3FrM8QrMmY68knn9yx1PfNNuapAz+EYZLRYyPg9VJtDiuNNcRmjOKxIhpOMwH57vwZLXUYAb9vbJTgb2SrH2T0AQKT8pQ1kZashTXMtubE93RDTzWa9g40CV5SCZkN6fn0U5JTV357lDKHCNOkYguhZygSQ5VLuKMwhQz956uo0cy31vD06imVN9c01Pwmltwq6qUWTpYO4FCuiEnTxrnqGizTRC6TQTUKMeJkcGJiFKurBDdoaAa++LBEy9sEj5NhIghR1ZV80GCtgvRYNfF769KAwpqFAu5YiYwPD6PnLMixk52Rf2ccwHcEoJLWYXoh873zmjBF8jzQj6ZM0ILXRNYwsOhmcbxYxGeWluBrqSRRn/FcJBJDG6aWtTSN6yKUV8XzsMI4LySoxkbeNOTlR6HENOuuL82nlABtawQFGGiGqp5CFhs2UZCBhQ0SjO2qfoAxx5L3Re7UIChfwzIZVQxN2EetiPWcGIcKFk5VXVxsuNJ47IURNFMXaVozKZWRxaYesKHYxNNLDTzb8CU20jUHo7kcvnNvFqNcu0nu3suWcFYbwZ4Cm3jV9c+1Qpmj+VaAd8wU8EMnJ6G/uYxXK21hF2EzRSMIBUTz2ERegCqr7QB/fG4d801f6hhkIOGpIZfNYtPHdF6tXY6ZeYN3HRzBqhPhk+sazlUoV8V1FmFv0cEje0rYLTZTdLCn5OD8WoT1li8NO1wfNR84MuLg8YO3VikkNRJBkBGLr7S2wXhmeXlZCCP49xS4wpjmdqjRpIQduwFAeaNtdzxpr8IGBZUsBp46dUqSI/fddx9mZrZGje7GLkSOnzdBOkEM+Pm60cEzb4QvrzUlmcib+31jOezN74zidjxj4y8UYnzW1XA5YXCazBoYzdQR+B4CXsQsgnshnl6Zxb5cCXt6dP6uZNTLpp51r6WOhaNv7oC63JrDqfhNePtDfGH5ayJrMki+xIkN2ALgSDeaSqfEVEyRrr1ekIx67Kpvi3RNov+Nvgc9wTBu1ELGyO3YESLAoRKsyUbMJFGmWEdCVPwVZLUczpw5i0uzF3H3gydhSackYEQWMlquo0lJZpUUDGEbdHx8tKlV/8Ys8qUspg9OwsyY2ya4zMjG4vIixvaMbnAIt1tyZB3pzm3S7yWgl54kZp9Hk77H0agkpQZDYLghEHRv/L3O1wZEaY/T3cuzkp6lglkQR66NliCICTDhd6xIgXxolDDiezxnBJJQCzzQQziGLedXKOg0A63AleSslWhddhOHao+Klabn2GTdZuCGrgBDmDhOILEJMEZ9jqjogpbFcrAsR0Ddec4bE8TCBJONhI6RL3Ynzlfmse6vYX55XuaBoIZsLgsrY8FMOl8t3UIc8riI4u648UBIBJeiXlzySBsfIK9nO/MpHZEmnccWFl0mvQHHsHAgW8aEk0clpuwRvWE6ipBr+GhuXFGr7xI7UrBx94iDF9diKeIIFX4MjGgBvufI6AbKxt1iDNrYPcJXmuhNEb1pMY//shjJgt5upqWmIzQEqwxtaEMb2s0zBs5f//rXJRnKpC7Bj1vZbkzusmuSSek0GX0znhkLNRefPbOClYaPg6NZvOvoGAqJ33wl+1sfvhdnz5zGH53yRBbIsXQcPDiBsYNjqLco1klfKkZtsYF//ZXz+FcfOrnjZ/J4zhIAAbuqMmwV69FyZuwl+tk9RmDLz37lPD53VkfLXUb8xUUQQ9zfDUf3r1DMiO5zt8MwAV8wi0fGEgYsnXFuHq/42gJYIa10nLC5AM8u1TtglZ3GNF+crQlQhaCUVLaHceaFWhufvVTBe/fmEZx+GU9ZDpbHZ8TnnLENPDKWwyMTeUnk1f0Iezpa4DG8IMBSK8ADWhVotlC3clhFoZN03XQ87Ai0dPzI4Tx+/pUWWj2UzQNFeNKOQjIvhps/Id2aghfY2KFI49vEzVgGu+hiYfhj599Xlz1caizjyYk8vrJMcMhGgdYuzTfjJfUOqbjZ2cc9kjVFukojAxNWHtWwiVU/EkmkgqGAMYwbGnFb+E0Mdl2yQzkOUbYymMrEmG2xW1FDFJCdhGAWYG+WnaqJVCilZaVzUXV2qvF12ThlfWkGMrojoP1lf01iGsanZF9JGzcYz3DuWoGPtWBN1omjqTwCu2IpWbRvcgZ793RB2qfr59CoN7C+sCaMgtlcTklqmV2w1ZH8iCTan10nPbzKz0zYDt42No2iZUuMVQmqsDWrQ0PP42lELVgRY/y6/K7Gk0FRL8HRHTSXXYyOa/AiTwD/eaOInL57wNYy3jiDQOJ71WCRUr5HzQh2jzzXbjLe1wclehnTMLbhcTGmYTzDfNagouRusLdqYndoQxva0HaL8RnB+gzrHGSHJEvkVv70bqzRcPyUwmOdKQXd32igSsqgTfZ1Gpm1Mz352+2M/mNlvgGroKM0UlCAgTjGpdo8luur0C1dfH36aEveEopmEVOZyR2PjXUY8Rt78vNpfEDW+H5bdtfwfO1VmHdl8Mz6c5JL78ev5kxTgBttaZiULabeT+Inq2NIWoU3RDMcArPSCqCifGyGICKHotHfC7DQruBQfvKKkkSp8e8vVy9ITSFrdBlk3NDHqdplHMpNYW1xBdk3L+CeQ/uxarFpNsLBbB73lMbgx5Q70cVfz9tqToQN0G3DCkMcXK6gpmmoFnNw+xj/eo17PcTm0aaH100V1/d/tj824VALli/MhNKfkIB+GOL4sQFPKNO7wBWZE/E4ldcZhTFWQk8AIW4U4vPLy3hoZAST2Qwut5odYEtCGp/UN1Rz8yAGSsY23NuIbeBQPovllRqaYYiRpKGXDadtAbOwjkVwjoGGH0i9bjpr4WIjQosSSnGMqucLNz7rNBndEDZRdV4iAamIfKgca1cih/UVAkRmsqawr8y2fIn3RBQ3ijBiW2iIwpEmUj45W8fza02RIx3LGlL3Y1zsxjFebcV48vghuWcxd//q3DKevVTH0tIiVgj4z2ZVPGM7XLmqzmPq+ME7JvCHF9dEHmjdDwVc8uh4Dt+xXylPfH2xIUCVg0W7U7dYaflwA10kes9VqjI+SgnfN5nHvVN5VMwWLswB61xHlEEazeK9h0cw0ScndCvt4GgG7zw6ivqrAartAE0vFMBN2Qb+6pP7UMrsnrGmxmudOSq+Dh48KPm09fV1iWnOnDkjcQL/ZV4rZQzdrTWaer3+lqzR3HZglf5EGgu8zz//vNxESMl2pZO02xK7qS56Ov7z589fka7saowP75dXm/ids8tCk6XYHoBPXl7HRw6N4Z17doZym7Z1fF9Gx4Fjx2V8f3DuRcz7HtwUbZacj1oQ4vcuviY6e1nDwn0jU7h3ZLOMT6/ty03jteoZ6R5jxxgfNPyZiTNqab+4/jpWvIo8rIpWDovtpY6kidIBTDO3G1k4+NAVsETiJfEbZElRXYAKyRhrpFzrLcZ3b0ApgrfjnKXIX2Hs2NiRdyVHyIvaigkkbS1LvqfHuiQAX3rtRawtreORhx+VG6EghyMW4n1BQFPBMGXpSHry5B+LjlGxhKkH9wpNrx9R55Hj7kNOd9Ag6od+oMrVWYKmlQe/6vRjElTmqW+bCgyUdH6KTE2in0jO7ogIEyVD1CshpLQVu3Oq/NjkE7L9WOmR60Sd0uNQRNYE9GixkuGR5Czfp9MkslKGJC95/ituFRnTgWNkZO5J6Ue5HAGPcM7hC511QS9KJ6JyggzFsJOsBwJGGmFd1h+3y4HV4gbc2EOb3Yx6jNDwRdqKiXzKBOVNyvPwlptSYbuoRbWODigLUvvsfTB9HfEIEHqhPCT50AzNEGbbhGt68rAslUpAQMBKlxoodefbsSsSQBxX7wOVAUcjrMIxuvOaMUJkdcXWs6y14FkhRk3l/BFANtvWcSQ3cVUo/JtpdGa/bX8Zk1kLr6+3hU5wTAswuraAg52ix+42Jm6npqbkxfv+5z73OUHvpo4R/56yruy2RO+QWWVoQxva0G6ezc/P46WXXsL+/ftx5513XrFLfbfFNOn4KflDEO7HP/7xGzo+duv8p+fm8J+fm0U7oDyOSlj9l+dn8X982wnsH7lygZdz9uG7C/iZ/89TaIU63lyp42c+dxYVj7TLXZAy7WuXqvi+//S8/HxiMo8ffXgfDo9uzbRy92Qed4zl8Ppygw6W+CzU1yYo5X13jOErl6v4+NlVLDU8HBnJYrbRxvOXq/BJK9Hb+NaXDGFnWLXaRr7odNaEkrjpfo4JOQFuD6AE3pRboavNbi76p33Aja0kiXrt5eVG0vHX3XBKRfy12XXkzr+AyclJvO3uuzvJYq4DYV7QNDw6kcelC2uo+SEKpuqaqwTARN7BR08eRFaLcGZhCc+cUT7+hpbAHnt8PIv/cqmGOkEMPUPWDQ1hoJg002NPAUCD5ieZEpln6U7sSC4xvmECUv1OWutxx0TOZFKT444x3yIjoaKeVnOZSBolHaAKKNMFwwhzZ7o/8c1VP+Q6Y+qYcYyiDa8FOhxdSZNalOMhEF4GGguAhfHfTEZgJaj7BKIAI7aO8QzPCzsEqUMfoBV74v9TAohgFBUlEXxCTo9QpESZxF33mvId2zAlpgviOqpBExlYCC2y3NShaSYuB6siL1owMshbmU6ylTEDCxVls9gBaR/KHsScu4jMhI12qy0xzfzSvEikBr4Lr9wSX/fOYhlH8kUse20Z3aTT3S7HLGCbhBFSzqGmRG3rYRs5kfVJYkeRSFUxlzGqSzTnxA48hKiGVWFVYXPIbjFKEuXjIly0BbTC87K6UBH5Wb28O+Kuq0n0kiWUgBUW81LGUOY0Uskgxq67JdE7lAEa2tCGNrQba735W/p7fAYwv0WGRT4Dbqd4hmPh+AnE5PiZAyOL/40yzpMbtbHsLci/KfyiQgkUs4xxa2pnz8tYw6XT83jk0UfEP3x56VWsR+vQiaqWFLw6H/Sj3my8iYuti+JDTdjj2JfZt22cOelMYsVbk3qEBUu2JMzjBB6YJZypn5e/04pmAeebs8iawtmxAcyglkT3HcWWEYk8TGq9IP2uDz0AeM//JH/vyAIlgBXOV9CzzZ3UaBohwfNNAZv0zjd/b4UeXjj3GmrnlvDIAw9KXJOuDeZwZfsCsM5god2SXD/BEjyuUNdxz8g43n78Plk7n1i4iDXWLeiu9sVvNELR9zp5/KG+tKFBlmBuzs3GtmAF0GB8sIEZP/mXIYsJBZRoBSqOSBkdRVJHU+wk/Pq0YwurIf/eCAK8WKniRCmH2VYiWZSUd3qZWvpOZ2dsHAeBJQR7LLoefPHJKX/kwdaoVsB5VZ82kloc1wLletgAIDI/Lt9T53WP46AdMraijFAk7CoEmRwtOmgHscj7MIYkGydjBomDHANv1lzU/QBlWxfgDBt+l9shLjU82BHQilinCWBHOp5dVXHHuGOgkMj3Mm6/2PBxruHLvpiLP7lvGq94Dta8MsaNWOKZWq2OeXcd0xawqK8hnhiX2Od7j4yLDO66F2DENoUZnsZjOFdzUXYY03XP/6hj4GJNzZFtmbKWTdNA1mbDAPDVRRfnPRPjJR1jtiFgly/N1vDBo6bICO0G43r+3gdnMFmw8aVz66i0fEwXLMy0L+Fb7xzMDrzbjM8gxit8HT9+HJ///OflZ16/BF3SUtYVvs8mjN1ijUZD4q23mt2WYJXU6DwQqMKOdMrm7ISmZzdRZjOgJ1CFC55OEMd2Ix21ihfg115fwstrDaGgSh8ynCVqwP3Xcyu4s5zFdO7KRd40eUns4EuvvIya1kKYFFHVY5KPHaImqaMewI0CVHwXC/MNzLfqeN+eo1tue19mWqjhLjbn0Y48cTtyRhaHcnvxYuUU2qSM0wxJjq15FWFESamvKQnTvdX3tBsmzoPo5SW/k3KM3xNmFdHiVg950pER0NLrNGyXIiLgxNEzV6WHuBUyhA9wApY81xOwEqmn0m1uoNyDjkycR1ujXnfYTaLGTCM6knAmRW+bgAONyGwFJkkBDIKKJg1azUdYVh1cAvi4gpxP32A78k/p72oTBIqEAhARjXP5Sd1amKDtrpDu9+QEhClYpYsTVh2U1GH3kTOzHQdbxptQWQdRKPt1wzbCOOh8XyXuFRgph6wAgSzNgRe34OsKqa/oA4nWrfMqkHWVjXPyHsn5mqjDiEzpzBs1xmBpDQGUcK7IzkKzYSvqQy2Eo6u0L/dftvOo+4YArZgoz5q2MJeI5iRC0XCUo4noDFOShzTi1HH0peuPRhBM0SijEq5zRyIHlBvJyZj0qoa15XVcunRJPps+KPnv4IflRufcjXwZW4mo+uTzRKAv+1WhM69rPpxQR8lUxR5eF0teDaNWHmP2xu4zrsFA8xQYKOY6tDcAseQzMTU8CSih1qmJkZ6k9rUa0dQc65OTebxtKi/Oe31tFW9Wr0zxuBstvW8wyXv48GG595Mqlc+23kRveq75862i2ObYWq3WWxK1O7ShDW1ot8J6dXFThkUyRLJrfSe2WzoROf433nhDOhB7GS45vhsFwP/MmVX84ufP4dWFGvxQ+VMESDBP8+JcgF/+4nn8zLef3NG2+BxlDGDHLl57/VU0A4KXe5KeSR6UPsbFqiuxDSV+nr5Uwc992wncOz04IUAf56fefgg//6XzOL3alC4p6lW/+/AobFPH//0s9ddjYVn52lwVS3W3A1TptX7davUe4HkBHMcS2c8O+WBPIlbGHCWgiCv4W6ks6t2jGwE+O0nuCjBlwEfIXlhdW8WR+47g0KFDW8qlkg55xQ2EenmJSUay0jgmvuvQKEo2fUkDx/ftweTsZSy0FROgahLobmOPAZyttnGqsZmq2jINRGGQgPe77xOoshVYJbVAmDfV/DPXf6zMRK6G2YYHqgizcSJl5WSylXNxvu7ibVM5fGa+0WFvSS1vqXF7PTTdUkCQLkT6/XwjQiOkJj33qyMIIyy0XWmm4D4IajiYZaE/EqkgkSNNGCzLJgsKqtNw1HQkJpl3VyTWbYWU+MngSG4PRq0C5twlkd5VcqFtOQ5Li3HeXUUzipDRTYmbOX5by8HQPSlwBAlTJdlNmhFBLRFqEoMRvKPiA26TcXqvjVhF1MOGvPSciXyuiAJKyAUO4rVA5I9Tacw0QchEb2+sMHAZ81pgvkAD8pqScpHuZLSx5q/JcWlkpqG4a9L960YuKkEFjsQiXT+ax3CptY45tyrbmHZKOJAdEdbWDWtb4jWCp2I5H6Z2/UBybpOxUw6FzhyeW7uI3PjtyfgRJ92mTPKmDWWpZFB/opev7VjDvhGJ3SGzytCGNrSh3RwwIBkimZ8kQ+ROinq7qUbDQnTKcMn8PJ9VzIHdqPHRr1ry5lEPqiIFuPFvOir+GrJGHnnjyjm3DsA8Bt544zSWw2XYU/bG1Hvik7KRk2Be2oVWE+t+BfcUFah8kJWsIg7nD+Ji81KHZd3SLOzL7sG55kVh7U4rMbPteWGWGOSyDZLXJHM3wQrCepGwY6TsHSKXKSCJSJgJU1b13iigl2UkrTQQJjNuF68qnkklGHtZ3GWuyMIYBFhfXcdTTz65If/ZO1/0V989sRefXp7Fiku/WDVKE4D96MhkB9T7gLYP5+bOdaSMepnj6fsd12380eI5ya33Go+9GZgoWCoW4gSlfnErpJ+6kX2y4zNLrYvxZog2GdnJaqMxH5+VSlIjaAlAhg3mqeUMA2u+j3HLQcEwUA9V/bCzfZ4TiWU2hl0Cvknmgu+TLcUPVayoM/4JQ1xqtwWQQgDNWMbAiWJewCBsWlDrQ8VdWd3EeMLaeUcxg9PVNta8EGcbbcy3dJwoZ/D2qSJW3RAvrDXF3/ciCDNq2TKw0PJwvqHidm6vEYZgWDmdNdAMqBbAhgagYCs5KpEI0jTMtVzs0WwUTFOaD9Y81ot4bap7F5tPHp/K4zNzNcz7ESyngNDK45il4ZFciLixvkEak/HMnrEx5BKgSmed8mD76FPJNLrmBjhRdnB0Kt+peZyptJGd1fHquoeiCRwqK5+ZOZA319t4faWFh2c23iOWWj6+PF8XsM2obeCx6TyOJd/rnK84xlzdE2liXrOHRzJyfNdjlPWteSHecXQU77tzXBhljcjHl7508baRB+03iQmnpztEAiQGYDyTSkMxdk3jGdZhb6VkUPMtyhZ5W4JVuFioKcUu9Lvuugv79u3bccF9N6B2OX4yqDCxy85JFirT8fNi5k3uRtjvnFnBqUpLbnYd5gpiBHiPDGMst308u1zHhw5uj3RO541Jhy9/+csCqJicGkOlWZO/Jan2DZI5fBjxgcWC90vVRTiGgYP5EezPFTdI78j3NQ3HCoewPzuDql8XaZlRq4SXK28IUIUyQR1KtkglwuSBth01SA8rBxNv4sD03ShTvUS6VdQXTAErvVvt1zSnUzFmTQnQILX0nAnlW7COalAREAWdzBFrTGjyCG5hRxeBC2T5EORvSB0/Dwg0PHT/w1e8wVGXMheXhEGEoyIkhEkucTxBKRpPvAVFnadkaVLACj/XWG4iN57Zkn5u8Dxu9V4voVwyT8n+6HQL7d8VqFv02EQUAJoRpIQvitrZb8IPAthZGwYT8h067VQbkdqMvrwM3ZITKY6+eE5kVeFtjVSCOrJ6FkZE/fV1eHBlHkxhqbHgxtSX19HU6jJq0WUXhzhEI64Jhx6/P2KWEJB9RasIGwr3lYKJuJ1ULohzXrAyiKM8lutLsEuq01GL1TEoWSmerQAGbAGqiNPWl/AsGSVZJ7WgikiLMJ4ZRcHMwygZ2Ld3L5ijrlZrAmhgYYuOUbFMQMMoRkfGUC6VRaKoHjaR79FyZ0DB2WFHZj9qfNlT13LvtclELQFOTIz3glVCzYent7qLgwpEMdHJ2Q5IiYC11+tLWPWYVFcsP6NWBieLk8K4dLXGYObFtSZOVdqCrmbxh87qvaM5FeDcpk4Qg0tZR8n4eQ9InR4agWwpvTbPNY811YanE/yNTPQy8UAbglWGNrShDe3GGROgBK7zecCkrtDK7tB2Q0zD5xQbB/hvP8PljRrfpfUWfuFz57DccBUrYuKBhmQHYawRhvj0mytYbniYSPSetzM+c1koP3fuHJ688w78+txyp1OtP7nKt7KWOo6aG+J/++Rp/PCDe/HovjIO9CWAaHuKDv7Z+4/j1EoTay0f+0sZSQb95MffkORbOaHClUQos3lb2EDASoJr2QpwEUX0hwigVywrylfduM3u8WkCwnj3vo2a16nPuNT08WfnVvHCUgNZU8fb95XwngMjktB6ZLqAr8zVRIqRf6PVWm2Zo/ccn8Hhwwe2n39Nw7fvH8ETEwVcbHqSvLyjSMZDHRfqHr623MC6F+JI0ZGOObfTSqn+u9cCSvDxqnJL1DH2xCsE8DsZEwE7BwXYFAvAxzA2NgJsPfcK8OPFsXTGTWUtFTMKkIkxiKKaVjlHJoM1fN+RMay7IV5eb0vilFa0Y7xnf4h2YOKL8zHaivBTjDFK0WZnY4SSzXlMJH6iEGxLoKRPVjdgabp0J64HAY7nRyV2WPFq8h4ZV0bsPKIogB8HAkivBG20I8W8yST/mufCDeexLzMmjJKTdhZ5PY8Fb00BOMK2Subq1JNXSVmR+wl9FDVqtjuotedh59mnGUqMbrBpgJ+JPLRDG7awvkTIaBuvBzK0TNnjCF2CbOpYdw0sNm2EkYmZXAEP7D2Aoq6ad+jnEqDNeKs8Xsb46DgmxyaQtbMSQzDmI6AfSWcv46QRo8vUoWR1HGGXZHKc++wFvbDAwu/x1ZEviiM8vXYel9uVzvK51K7gYnsdbx893AGstKMmquG6sG7KuSPARC+goF8bUwhjplbMuF3lexg7UfKXY+Rz4HaOaXpzGYxR9u7dK6/eRG8vSOlWJXqHTJFDG9rQhnbjjYU8PssJWCbD4k6fZ2m8MMj3/Uba4uIiXnjhBakvnThxYkOO7kaB7yvBKuphNWFM32gqix+h5q/vGKxCUMUzzzwj8eSBew9gId6aAUbVBZQ0UDWo4lTjDUzaExixRzbUN1KbciYxZo2KD5cyqMy1FyWvTGa+9Fyx4fhKuf8N42D+U9g1ephQev5NfTKCx8l6mAJWNloXrsJh7M2MomxlB4JVFtqr0hjdDNooWnkcyu/BmF1CznQw7hSx0F4XMLo0Noch6l4LZqThHfc/hnxmc1zeu0bLlo2PzBzCfLuJZhjI72RbYbzwZmMNl1sqzz5p21hyW8J8kkrrsHZxTLPwZtRClDTm9oJ3ZG5DxY5C4AkBKIwPvJDsNFtfW+l3TV3pArEa1ogClJPrK60RsU6m6nZpbUxD3rLw3fv24/fnZlFhjSs5JxmY2JPLY9FtYz0gmD0FxSigEGkTlQaAjqJlSMzLhnmJ1TlPtiHxk8cYVdNw30gWX16uYbEdIieNvgamShaW2oplcrbpYcUnoIIAenr2ZAdq4U8uA8eKGRwp2rijYOOldQ2XGi6aYYS1FmVMI8xkbNkekiZ9ztudOQuZWh1nOW+MlWV+FLsnx0SgR75giFIE47rJPuka7q/q5/DMUkPAJRkrRmAAr0UGjk/vw/+fvT+Bluw8y0PhZ881nzpzn55b6tYsa7TlCbCNwYwBTCDwh5tAAtz755LhQm5WkpuslawQLixy/ySQ/JD8CYQQphtfAhjwCNgY27JkWXOr1Wr1eOax5trz/tfzfntX7Tp9TqsltW21XK9Ufc6p2rX3t789vcPzPs/bTt0Gr98TP3djY0NqvYZTRHlyCoemJzE7PYUTNQdPrHekMYMN+LSlDq8d4FCOJZ7xMOfv+a0e/ChBzcjFMzJXugBW8mCVS20Pv/zcugB5FH9NgkfXOvi+W6fw7oMKxEVwzsde3sZzGz30A8Z0GhYqDr795BQO1V49UwjP1SeW2nj0cgM7/VDm7e4DFbznlqnBvfyNwqj4ai0fj3Ef2EzBVyYNlcWuZ86ckb8Zx2QxDYEjX6n9TlJJ1jdjjeamA6vIBfHEE3JAHnnkESWH8Srsq92FmKfEIxsMC4+7x3cjErvbboAzjb5QY5HampZ1c/HBwocTHxa/dW4Tp3f6+K5jUzh5DfpsOj+kviOwho5bsr2KcylYZS88g3TBZYCRBHhyew1f2tlA2XDw3rkjmHIsPN1YxsVuQx4QdbuI++oLuLUyNbiwKf1Dp4lABiapdusWihyPPMxfoXswvVEKPVw2vnQyhNcj5Ykm8wqTmZlxeQIMFDBGJVdVYnAU3KMcISKkV9AMdwY4Dj9wBTF9qHAUjlHElDWLzWBNOqliocMmWMHAwuTR607QCJsKKTeyMdLRxM4AwDLsPuR+qYeDktZJUJkty0M+P3+ZQzSY2ZQeTlHv0a3Js7tcNbMDzjeVCk5GxqVTHz39K9M/FwdZ02HGlmyD6GElJ6So6PierRGcpBJ2AjAaocpLpCjR9tuDdStpK0OOgSKAZlLSEW13AnioYU5KZTfpp/sUwTRsFDEpCcvtaFNgP6K9KcCLAHESooOW/KTDRdkpHv+aOSFjcZOOdPUxccljmNfbZLcdh81Aw2QK0mDCnClJxWjD2QgEQBajbk0PNNizc3U73EY7aktCeL48BctgAlsJL2lGglgDStUSqrUqjp04ilbQQMdvwws8rLiX8dKiC4fsKNMGWg73lYAmwnKMdG5Hj+SA0m/gvOaP9y5QEudfG1JVZkw4TLYHugs9Lst757vbWPe6qJmUQSJyPsKm38O5zhbunVAd16/Gnt7u4otbPZQNXSj6WCB5bLMr947DKeDjZjTe668VxLMTZWFhQV4ChmsrkBKlFqifyw7GDLjy5U70ErFLezM6QmMb29jG9tUwyvwRBM7ODYLvX+09/KvdicjxE2jD58+DDz54lZa7aKXfgPH9xYUdNF0y7ulpDKOSY/TRKX/DXOd628f3/9oT+OC9B/BDDx9Gvbg3MJa+JcfEpgGOWRgdHmtiqe2LT6Hop9WyefaSIHV5V9oefukLlyX59o4jE/g77zgmsji/8dQKLm334BDYcXQSf/WBg7jjiNKo/vxiE10/En3pXhBJV5SKL17dPBCEQfYSgwCRlN1wL+DK7vVy/L4XylzxQ37Hdky852gd07uScfSn1nsBfuH5dax1fUlkMR56cbuP5zZ7+LsPHcLD81W841BHaIi5PxJXJwnetlDDt9xx6Lr3h9TIGT0yjSCV/35hB/1I+fJk0mPEPvCSNCWbM1V28FwjP+ZkkNAegFoIxrENHC2ZuNRRMdL1mmJqVL+v90kzTe13Mjeq5GkQMXZSYB9JzNWL4pd6SSySQVqamOVnjlbCwYqGp02CRnJqRQkZGamtnmDSCREnylcP5RwkkF353JTvmTYcSYBTV33SrKEV+CL3yZO1mDCxXEJJLyBJ6Gv3UdIdFExbErYNv4+NqA03ViwrwjpCYInOuLSORtBDO2IsHsMjG01OmJXbnNZLiA0mc8kSZAuwn4AZ/s3TqRf2ERhKanXWGY2P2WCy5K6hR/bUjoknthKEsQcDPl5s9/Dkdgt/+cgsDsxMCr36TtDCpc4qWm4b6/4VPHf+PKo9ExNzE/CqGkzLkmuA8Z5IG+XA9wMbhC0qts9LQe22ZbeJJbclwP0MmMJ5WPfauNTfxsnyrLBqNqMdiR/J1CLLIEQnbgm4hCCTV2PSlJG0JX4URlLmY8Ckf4Qyal/1Qt3rMd5X93uG7ZfoZT6MwBXf9+WzjDH0y53oHTOrjG1sYxvbjTXey8mweN9994nc9asxPjuECfyr9Azkds+dOycg9nvuuUdyb7vHdyPiGdXc2hRgx7CdeGhZ7p0+xqJ7EXVzCmWjuu+c8NnJ/CB9qLe//e3ow8Va+9pyRfmc/ba/jVbQhNU3cbh4WCSIVt1VbPtbkqtmfnzemcOMMztgpWsGrUFdiUDp/aAk17KsLnPVPKQxWF56hkADpViaNneTGVMnkEUtwyYGklS+dfrkKDN9Cla50F3GmdYF1UAJDa2wizV3C/fXb8eB4jTurR9HZ/OMAFlYD2JMQ8D3Iwt37AlU2ctYJzhYHDZ3EoTz51uXsdhnzULtiReT5WO4L/yPQPUGG5/9ITqFP0T6JzepfkxpT0viioztfT/bL7bk243IhZZYIIbFQ4wNrwfLYNO5AptQ4vNoqYiznbbEPJTp4fzSsyNA4ki5ICyQLcZVwgKjwDOJpqFqWiLPw7gxiGOpd3AdhVQVgeOaK9ioWQbWPQ9vKVZwvGLjbKsvoBlWERxNxx21Ao6UHXxxqyPAnhnHhmXoaHkhVvoBdtyOKEiwecJI5+rOySKKho4vbLbhezGaAZn4VbMwh9ln7J/W/XoJUIQmgBovSrDlESRHUFCMDZfN5AneMlXEoV3NL2xG+NJWDwHBAbzO+iFYFnF0Hc83OzhdK+NbFmYwd+gw5g8dxudX23hqs41mw4e/vomF5DLuKRmoajVcakawmMORGEWTpggCVEbPKXWdZHFMnnUok10aHvMEv39+B9tuiNki5YPUuU9Wmt+/sIO3zJQEIPPYUguPL7cxV7JwsGLLMVpse/ijc9v44fvmXzXDylMrHXz4hQ0hLZgs8vjH+MyFBjpehG+/tXLTgu8z+eL9xk9pKD7j+OKyrJNkTJIk1ODneSZJ/v3ltO6blC3ypgOr8GKmlvtrPehfzS5EnkSklOO496PEu1Hj64axgFEIVtlNiKGYp9RTjN1fX9zo4sVGH//vuw5gtmTJTfFgyRHqLnnAX7ggXTAEBjGZTruzNo3PbSxLZ5esTRCJKolsGWrdLNbzfWrtkV6bD+p24OK3L5+Do8ewDDJUpOPth1h3u1irH8D9kwdQMmxJqPXiAP3IG8rBEMyQc4dYBDekmL+3RSngQUjMhkQQcuLvBrnkn+vS8Zin1pYEFql/r75kxCmyErTChjgdBBmo79AZCbAdbGLBOCJMK/M4jMvrF9HutjE3M4/52oJ0nr1W66MrQBUyZtD5UmAUBcYi6CST+lEwjlSqJ7+fuxDdlM6JwkA5o7vyTaOwhV1zkMGDM4YU2Z66yfO//HZUgpMdgToSQyW4BThEMAslZQyimnX5GcUE9jDJ7qNYLqgO2pgaiIHsC5dTOu4KpsKznSAVxZ6iwycpdOwKQ4kFW0A0BIeUzDJs3ZZtOqGFMMiAPQS/qAoAx082HO6Xh54AWwie4r5wm3wJSCghWCIF/xD1rDky5jzIpmAUAI5DUpx0CA1MmTOYt5T2ZWZe4qET0TEzMVmowTYsOYf5PSNzWowEG+62dB8SWUspJa2QwHIMWJUSKtMlRP0EW6st9HQPumOIpFLZrqFrkk6R29cH1w/HOGNXsYEd9IwAkbcj+8NZ5Dhr1rBTkuMgMCVzsAfHXoDhCoBDR28zILDEHiR/SWVeMW1sB310Qx9l85U7nzPrhRFebHpyL6Puo5pPHZof4sWmiynn2oCPN7K9mg5KHifeg/liopeBVIbo/Uokevn84jPry+1sjW1sYxvb14qRWvTuu+8eyObcLDENfXHKOvDZQ8mHvOTL7vHdiE7EpqfiBTJj0Abw5UFMo2yx4eLff/YSHr20g5/9jjvR6AWYLNk4VFd+DBkiGYdx/Jx3Pi9p33xyBv/1qeWcJjeBD2rFBJ8wnpLOPoI+/Ahrffp+wIefX8dHz2yI5IgAJdIV/D/Pr+LRyzv4R++9FW85UBskoK60XEmCDQDCjLNyO3AtP1uA2enyoR+NvEfwyl6yQRm1suuGiELlq9KiKIHnhphz9o5pPn6lLUCVyYJKeMnchTG+uNrG0+tdPDhfwY/fu4AHJh188vRFaLaO995xHG89WFcSQa/BCPb4g8tkMExEO5zjWO2qzj0mK9lhJrJPuoYzTTIjXj1uSVznZX80YNt79Wyl+V3gTO94PkpWggo0LHWzbVCyNIFv6NhyY5xpNrDcC1C2NNgpl3kQ6/jsaoi5AmPhBAeKQOKHiDQdrqajEwDzJYI6GHMS5K+hpFuS+BWtd1Kh6oZol5tajCv9hiR9GZvwpxfHuOKl0HjNRxC7MgeHi4yUqfOumCt11Q0gsp4bXhO92MMtJRYeVOzD2FbJ5FAeVZ2rjBVKhoVy4qQNKKqBgQD9klFAL/EEHMMIhfKlR4rzqJijSf0tvyFAFQtFPLvjyn6VTRaiEljQ0PB9/MHyMt5/UIE2mmFXYiTPihEaGuKiiQ6juZ6HcMVFXExg2RZqZgW1UllJrCaUVlUHjDJEZKuULtGSjk7cgRZpEtsyF1AyyrC1Yfyx6rbkWs9L/mT7v+y2BKzixa7EsQSqZNthjOknLvpxDwX91YFVCEyRRgfOQMYKk1jCskKZod3sJDeTcezXGyN8tRO9b9bE7tjGNraxfbVsZmZGGEleDUNkZtlzj/ktsrh/JY05NLKp8DlEwAdjs33ldl6nqcZF+lNX5//yTaJcjqxuq34fU8YsqlZNvkcZwgw0wuY1xmFsFHjggQeUH5ywOdEekWXMmm6zRuIsLy8NniKLyjEFuNy/OABaZGCRKApxqX9JWFgOFY6gYDjiB9JH7Ia9QY1GAU6Ge3CVjz4yB/SJ1Rg4royRRYE0YmnMzAAr8aA5QX2Xe15MXaSM/ZJympSzEcDF7oYJLcZL7ctKptBQtTeJi2KCpi9iTthYynjP3L14dvkcFrdXcHBqBvcsnMREjln81dqFXkOAKg7rEsLeEaMXBQp0L7ULNiCrWtuW3981S6oOoTLuyqRRI46kcWIPApw9TRhIpaYxtB5rZzHz8iZizQd0FU+qZo0IuqFh3evjMxubAsooaDo8NgRQUicOcb7bwbobyDlAZkS/30fiFISJ0tITxPqQrYWsopVY1WnIbsKREPBSMg1segGe2G5LfW22YMCNyD4ZYiuI4MLAZsPDquujaJgCVCFgphkQPKVLjY7AlEnHwlPbHcw4FsqUf2WdUNclPmqFEVz609KQrup6BMFUdIKRlAwrUglaGlk8034OvHW2jA8cHiVE6AQRnt7qSQyq5LSUzC+/w+NraAme2elgq59gxnbQCmJRseiFGjZjE75mYEkr4XIE3Ke3sdkKsAkLk0Ubd0yWsOFpsg025dIYM/bDBHfPlPD5dheXuzpW17vyWdUiy0yCr6sPx9j0I5xve/L9LG7n/aBuG9h0I5xtuHhgpiQxfMU2UE33m3N7uGpjqePhQsPF7dPXf+/mvD52pSnn2eGUabZsGwKoenGji/tmrJu2RpMxMl1PPMZ5ZjzB15EjRyQv12w2JZ4h+JFEFazfZA3GfL7c6Hnpdrt7PrdudrvpwCo0Il1fq7Pw1epCJCvJs88+K0AbSv/sdYKqh1WClX4kN+TXmvCjkbaKNyt2vPFGSlosXnPU4mayKDNhIdMgenH/3xeW5EZPm3JMfPuRSehL5+ViO378uFwEmdVsB/dPzuFLO+vwwgStwEYsnoVaX9GMUXNYGCfidnRflfNFfgsW0cm2kTI2JBGe3FnG2dYSCoYpVGFenOrz5XQKFb3Y8D12gtmGOeLy8WFF9CofUEKDleusEgQuH6gpcpvAACaiMvdKZHTSG9RuDgrSDveiLsrmkF1Akk2O2oc8GERJCnHuOwJoYDfk888+LzS4Dz300CsyFPA7pAkm6wgd03yiLDMv6adYDwUJGfm+gApys5JmwQW1Lqw0ClCSsZ0o9plY6MM1JhNTR+mackuDmUlR0SnwhIlROod0rMQhFsaW1BFNWVtCna4IkbhqHSKnI0ARhcjl++owCLecHBMuXzQK6AQdgX3YcUV2UemIK+P7fSYwKZFEqmpxsOhEcP0EQQkGV2iYVddiQRKHXsTOy6GrnaGgZbZEq5wOHRG8BAYpurwsYc1rSv4TSRfAbwcK8JIoVK84poaFJLbEiVqwFlAk+8kuI1sL54aAl4LJhPWQ54T7RYeTzmHZLKARteAmgUpCC1BkeIy1IjB5rIpaOIHQC9H3Xex01tH3IuxYFhynIPTMhmlg2qph2qbme4SeQV1J5TATeDPn1FAl0CY9bl7iIyEUO2Vq2QsLwQCHDnkhxxjDv5XDzOv81d27qeNIBzdzJjPjvYqOZSe8eSmzr9WFeD3PMnZR8CV07P3+QDKIAMO8pBBfrzfwpwzQV5LSbmxjG9vY3uzG+/hrBap8tdgi+dxi4L25uSm+bCZbt9t6XogrrQgTOz3MzLy+bZ6YZA8UmSx0EINPhpAwiBVTiCQkFWhD6JvDGI9e2MH3/KfHVRLT0PHI8Un8rbfO4spLz0uigF39eRaY77v3AP784g4uNfrwwwgB5WNS94vrsyzlI/N9Ssvk4xKCTxjsEEhD6UrpfEoSLLY8/NRHXsRE2caRmoN+EKJH2ozcdxXQedT2BazQn2YCMI3TBu/JHMQwLUOYPphIIzNJZgSmxKLJncUl4uBJdPD4cgvfc2rmqk7EZ7ddWU8e1M+kI+mcT28psEqz0UD3pafx3YcVK9Ar+WHrXR9Pr1HqVcMD8xXUc4wqtJfbnoCSuA/sVmOiji9Jaqf7SSCLAJTy05L2ImTHK3W5U2YToKazUeL6/RYJvXctfqquEpFnGgSKMKZIfW12d2oaPrrELtNY/FvKm2bMnwSYcNuU/6FmOpPprh5C10npzMYSDX5QhGkGIsNzuFjDuU4DzTBMacAT9MI2SmRLSedfSwy0fR0RG0Gka5DJTR8Vw0KTjSqJjqqZYMIiCIZU0JpQiw9llDR4UYR1t4WaVZSkuZIqVclbOeYSpxEcRPlawPYZWzGuDoRhlPKmZBVhY8mhwjROFA9ddfylezjqCmvJao9+PFA2FGsMgTmBFoKn8pZHIJSBTryDfujBT2KJ0bO1hVqMZtnHZL2CsubAc11hYFlf2UbRMlEuFVEslGCz81I3UTfr6IZdUmyK/KsWq6SuEZuoGZODc53xrp+Q0YaxKrs/FZOnmqOhSVEpBZalezaID1Wf5qszHi/Zxq5rjjGXtDPc5GyRryWm2Z3o5RyQtYsxDRmw+LxhEjYD4zPp+3rjPua0dnfOj21sYxvb2F4fWOW11lmyZ8dXuk7DOgdB7HyuUMp0P2AkQeFWwXzdzC/0t8gATiBKJscj69cIDleIa/oJQ9byBM14C12/JcuxWZIA4ZWX16Rp4NZbb8Xi4uJgTFzH0eIRXOhdTMEtWs5/SfO5sdomi+x5uZmMIYV+egbYV/51LAws6+6W1DbIpMeayKiNRjM5ksr0jUHiXIwgGfqi+W8qUA2bn1XMwhpNEDNfP5T7JDBl8J2cz0b/dd3fwqHifG6TGjwzEmAMm1Tz79M3JZNKJ+yjapZw6dwFNK8s4+vuv1/O42uZMKEHTfQiV+oS05ZiXs8bgSqcfz+J0PI9xZCRxioBPepEFyHIDEqSzZehxTB1giwUQCVkI3GiwPglnY3cccrJd425zh0Rj4BtWUgFS2QBYUNp1dKwHrAhXE2oSOJQGSCO8NnNNbQo/5MGpEomh+MC1nwlderoBCUY6JEJUtfhSJ2AwBMLW36AI2UbFcPAZzcbErvwPNv0A+wEIWYdUxhYAsauosjDmIkxkWJWSsAGYbKhhAgTSqWa0gxL8AwZdcL0FiE1pSTBuuuj3tNRsy2pF1BGKFMOUFEvgTSM3zTMaDEqBLNQAieVomJDyYEiAS8mvvVwDXfWrwZsbLpkt4xxqGThhVZX5iaT8eHYGGtFqYQq5VFfaLhysAmayRhhWS9a9YGWUcPJOQt1nht9F89uNKF5HlbZUO0UUCoWeMPB8YkC7iNY5UKCFV+H0fYG18GJuoMj1SHxAeNn1mQZozJez6kGDc4VMoR6YTzC4CIsrxx7nEhTyqsxyghR7nhiVzxfcUysdHz57GaOZ2ivJdbI12AohUeZ7KxGs7S0JOcm1VWyZciU/3osDEPZxpuR/f6mBKu8HvtK6yFyO9QrY7B977337puUvtDo4z8/s4KXtroIIwsf/ZOX8AN3zuNdhyde03Z5k/r6AzV86PwWOm4k1MOUuMko2wbjU4OEabBDjEg9Oi5MFPr41dOL+IAT4Z77Hsb61iaSqC0sB49tNHGm0ZWHVterYMPzpUuK65B0WJKgE+iyHyV77yS60DszgcTCtUjBpElXjTd5FrR9tCPFZDJhhQNabj6s+SBkAjJLovK7bjiUwclALTTecgcuZ07mRCF3KTlDPT1LUMhT9rQ4HHQQV72VFCiQQheIVCb4QZCh/avBKmm2NENLqyTjEB3b77tClc7zj47wKxWO2cm15i8Jg4iMW2jRipjW5xSTSBKjk7RF2iZj9KBzlyGtMyFEdY6Pui+ZAzw8B5RTzDkQxhBr9NrIllUAjuHx2w1UIagmA6UItV8mQZQepGF6T70RE72b3oLyvbKZY646+EwEdOVyYBeyqRS1MnpJBwG8IWVQNt5UQFEzTDiWA4cI8F1SO52gK9JSauyqi02L0nM1BfNQQ5xXTD9hNyBTkoF0P4qMEUwB0xD4kul7CoAFpnTaaRZghQ4ig8cvA0IpHceaUdsTqJK3IUhlaAPJK0kmZ+CbdN+zAkT6XTknNKKOC9DLBiqVoqIM5DXkJdhp9bB5cQUlWChXQyzW29DNCAVZt9ofhRymln0fVa2EVW8DzbCFufKEBDdxwuQ60f3qOOsJE966IKAJVHHjAAXNRDNwxXGj8+sYprDZZOPc8PtY6ncFcDbrlIQ+kd/ffS8j7TsdwXz3IwEsLGqQL8e7ScEqN6qDktcau1j4IiCS62XwTaeIdKynT5+WRG+G6H0tiV4mdl9Lp8zYxja2sY3ty2NfaWYVdh0yqcvtkiGSoNfdxmf7f/nzl/Ef/+wc1nbacP6sga+7cxn/7INvwcHJ1/YMedeJKXzomVV86XJDGEG8gMDq0WUIFiGohO4Tky7NfoDD9aIkZ/7kxXWcu7yMf/mttwCVWWxvPCvPyTPrHfzh6XVc2O6CexKzo8sn45xap4BfyKriRZKojtIMWZ5+N3PXCPTOP875ft+PkOgBWgyw0u/k5UaFQXkf213Mlm1QHidzkVJQhoA3RHYmwZRI+uiYt3R864lJARq8uNHBZ640U7C6+g51vOnjXWl54ltlut7ZtiRJKknOWJJXfK+QZr5MTZNkC/0KNl9QHvZa8TTPh98+vY4PvcDmBnXQipaOv3b3HD5wi5LCvdzx8eGLTWz0VVJP9M+NoWSrHF9JaKbHI9nNrJNPxKvjU7cUmmQzonxSFhvsM9e5Y6qOoTakWwZwthnj9gkTLZ/JTZW4JZOOMHUaqvtNigK60hIXgDlZeEQnPoFBySDdkFdX4guVNOU2KPPD7k2ymqz029jwVFJbWE+kuSLGlu9jqWeiF5hYaTvC2JKOEhU7wPF6f0ALzilecUNJEnMPCBanUYa3G3poh640h7RCTzoDyZ7CYoY0GmhmKiELTJqOjGEtbMFyIYyU7YgMkRy/LgyJFcPBnDO1rz+ZJW/zYVpW/pDjnMZFjGckyZtEA1ZTxePC5gdKQTH2DrBQnkbPNBEEQFT0JInf8QN017cRdQJUrDLCiRBunVJNERw531XkyXnshB1MmnX4SYBVbw2axv2J0Y1cKVzYsFJeUGDBUR2LjEPZdKDiQDYueGkcrVg2Begi42cXZw9e4ipqd70kcfvua0MVo4bSq3mTPMOrYFx8s8Y03P8siUvLEr18sfGL28mD8V9LopfPsjdjYndsYxvb2L5a9rpAHPQ9v8IxDUEeL7zwggA+yFq81/j5jPfQhV6JcOotJ9BFA3ZSgAXF+P1qTdgOrEmsx0pWXdjE6XsN9G9YczARxfR86H/TH1CejIBbkhAb/TW0wxYefvtDCFgDWWSRPxaW93bUku9O2RXJSSs/eQh9UcX5VNoyJ/8+MsY9ABDybY01mgB+5IsPS78q39S6ezb2A1EocIliFckvl9UJlCQNG1RVk+msPYkJe0L82cX+ogCn1XdVjYbsJfysHXSAXWAVFaSpmhPBDpnPlm2YYP4vPfMlyXOSVeeV/AI38vDEzvNoBmxG5vGjf13CfdXbhXWQ753vbWLD34KuBSmzCUHaedD4sI5FnzebN0tnbnsY3DKcYPWJPn9RtyWXzqtDGrFzx2mv+eXn/Yhgbfr2CvyiGmgj+PBBjvqBckFKY8OKBQH4zM9zvDZrS7ouDd5erMZqpL5rVZhMWLsj+IrgcLWe45US+q0uNlwPVyLVcKriK1Uv8qMIl3uhgCpskyyLBISn+2so8Pqq60msyWNHedU2G0yk/sWGd9YBdWnKX+n76IdqTpb7Hja8ABPSiKKa/rkc56JsmVgoWNj0QxixjnvLGp73DfRCgmV4/vBcM3BqoohTtb39ScUAlMWYw2qjsA8xBqcoAZvgUxZQXnMtNh7kGlNUzU1DV+JSAwvlAnzDwoZWQGQnqOsxYq+PeHsFc1aCI84ETi/1sBUkKFkaklQxg3KzbgJc6niYKpp4fK2DR1c70jDcCGNhKq07JsqWLowr/HlbvSA1lfmyjXPbfWFAWWp72OgFAjoh+yTlijO70nTx9GoHG8ylVG3cd6CKuV2ySGSeJUtLox+OAFa4PgKYyIDUu4njGdqNiGnITE9wPF/SyNFuSzxDZqyzZ89KDJPFMwSxvNptdjod+flmjGnMrzVH6Cuph0hKuaefflpopwlQ2O8EIhLu575wGZu9QG6WvPOT+vjff2lJwCvLHV8Shm+Zq+B9xycxuUtfPLPljoc/vdzAuaaLSYcyIgYaXVVgJ4MCdnWe7e4i42ekNLZ5g2eBWbfxJ8kE/uzMmtLuiwr4+DOXBGkpOnRM1sj62HGokI3U4cs4OfqRgSTQUCB7yj5TLZRju9AzgjKVrirSILOTzETBYKeVctU4XnbbZb+PAiuutjyIJfUBB/ALefABmLSncLh4JEXzUvN7U0mvpIV72aOUEWS3bI8ks7vJgN53kBBNE37FuIJHv/ioUN3eddddr5iEojO15imginIAU9Rm0kMj3sakPoOdeEukafJORtatpRyw0ZlQdH/KQdvPFCVhmv3ew/XJA1xUwl6TDk86hwOZn+z8Sk8opSSYG00uWZ57a/BTzh0maGPFXpL7IJtskb8h+pxMM3TmA125R7xusjGyu84mCIn02XqKgk/3TTq4rBLaPjUkU/keQYAkCAWwos4YJhoJmiJIhQnczKHm+eFBsbI4KMj6OVZ2ClJDnnJL9rSJxCC7SEkQ4SIdBNLlFTFpqeT8XlbQC5Ks5LH3wgAl2xmCT3JJTn6WzbPMfQZMSkE9MlbeSjTqSXKsWUCSoFIuoVYp4+6FW9FvqATg5eYyAieCGRkoapbQbJMZpx+7WPU24cZlbAU7Qq/d9wNUC4WUkpHU/CrAsuKCAhjpBo4UJ3CmvYFNvyuBjJKoUlN7rruFe3QLl3ptPNvalgQ07aVuAwecMt45vYCyObzHUdfyeNXBczt9Rf3I7tIgwrYf4C2TJRR9ILiJHaEvR1Ka66Szw1f2LCJwJZ/ozRC9BK9cT6KXQRyfYTcrQnpsYxvb2N5o9nrvp2QHIavWV8I2NjYkpjl48CDuuOOOfZ9dv/3oRfyfH35efi+weq8Bn3xuBZc2u/imh47i+ZUOpkoWvuXuOXzjbbPCiLLbCL745NkNfPT0unTm3LtQRbPjodH14RMYkHNls1wkGUR0fUiaTIZKmpmEcBDhfNfA3/3kOhKsIwwCHF68iG0P6PihADLI3qF8xay3kDaMFcmwkm13r8OWgUZG30yBJFoK4E7ZK7hYtuQAeJ/6mKPzsWtDAxD67nhGJckYU9UdAz9yzzwemFMx558YmuhTTzgq3pGEmwbR/i6RjWXXceT6H5h28PuXuhKf5jYt7B5T7hZeWFoSyvFX6j6kfX6phd9+fk28wKrNxCnQC2L8yrNrOF4voOIY+LfPrqPhK6AKTeYnIhCE48loIXeD3oe04HtZh2w3qc69dI5e41JzyPZITzUF5IikU26/t13gkhHJ+/6uzzohGVQIwFEAnyy/kNGR87Nbqw6WeyESyuSmYVYvVAnHAyVSZZfkYIruOymeTQt9JqWFAZPdhib8SMNy20EYscNSMcxwNlqehZVOgmM1PwWqc/kIHWFUZewcC6ikZDjYDjryORP77GplMrgVsvsvRsk0MWGS8pyJZzKbsmnERY+xb0XHlFESVkcyQHI+C7qDGXsSVfnOPtKVZhVr/iZmHQsFJqEjgnPSa5TNJxEwX9RRMTWs+Nxf9d0sZsiUtThtBJgQVLLmNoQ5lIAf27SgWwZKtQKO6vNo77Sw3txA31SSQ143hOPYcp90Ex/bcQMVo4JW1JH4Zt6poB0m2PZd9EIfHpsoNB1zdgXHSwooQcCJoxXQiztpXJ7uHzQBrjSjHVT1CWxHG3ATQpFUxNZN2qhoE5jIsbnQKEnLOI8sKkai8gkZ0MjU7JsarHItffcvR6KXrMW7E731en2ENWs/G8sAjW1sYxvbG8u+UmAVboMgFT5DHnzwwYEk6G4T5mK05Xkt3wsjJA7BKz3xB4IokNw6meaKRhkmuxX32l4SoRe1B2BWygAyX5rJAQ3Yx9N/+Tdl7eO0sVK9S59Og9vzYDoGZm6ZxHayhsiMMX1nDZf6L8v66UNkbC0ZGEXbFXcwO18w05rYPnO0G2gyALDkACaUesn89r1c7Gu46Fd9Poy6MuZ/5tbJrD2Bt9Rvk7w+rRFsIw464v9xKLKPKQgl35wq6yR4wFV1ASVZNGRP588Js4Jnv/gUCk7hmqw6eXu2eRbNoK141nkMKYcU9fBc5yW8tXYPnm8v48XO2oB5hnFI0SAMxICfqhDkZVpVnMljoupoEuvk63QpiIUSQtnMMxYxGQfsYuOU9abMhG6iPGmuk8sO55m+NyVpC4OYang8WL+LBuekgFvURAqjCWuKM44jAH3low/rUDxWB52iAKEOlwoSX7zY6gmTCxlIGJfkt0U2FdMYyk1l7COOGcELWN9QYHZuo+WHcMioIk3DGg6XHAHB7Pi+ACb0HOh9xfUEPDNVtDBpU0JVH0jCbvuMjUzMxQnuqtvoBkA3SlAyGIvZeGi6vK+yxXzRxKRjYMMNMWnZ2AkIRFISwcKsn8rGTtq21EnJXjS4NobTmBHcSHz9Yhhhua8YRRnrklElLhRw36mDuK8YSe7+05c3sN23UDViVG1TGt49aNjohfjUIqVMgc8sd0gmifumS3hqqycgHLcXSM2EQJXvPF5HjfSeAN52qIrFtocvLLckFudx4n6Q7fPR5RYOVGzJD/zGM2tSj86u+89cbuJH7l8QptvMyFz74KEa/vCFDWx1fdSLlgBVLjZc3DlbxsGKifM3cTwjNckbXPeQ2LhWkxeVS1hj39nZkZiG8QzB+YxjshpN+TpY7TP1kzFY5U1gXw49xO1+gE++vIWzm13UHBPfcGIKx4uxdB9OTEzIw+9agTM73ghUISVyTActTFCyTSx3fXzoxQ2lPQbgzGYPjy618I/eeUxuwASHnGv00XAVau/XmdT1IqHTOseuQqLjSFFs7qJ4yzkrNE3PkrNKjy3yQ1QKBbT8WNZB/TkCMNqJjq2mD8egnt0uMEQMWGaO3SJ9yjK55ph5To7BEAYP1rweH3/ysUXWFSJLOTIvVgjFDFig1p9nk7s28EjWmVGvpYV9PuimrTrmCzPCklI2hjcCdkrVrTq2/M2UIYVoXHZ2heKMUjNyZP28yQdKtzsPisiS1Curq7jllltw7NgxRUcXkz6NiFEyUJSuGnsvZoE/GII1BnNGlo8OikkZHvqp1mXWAzZ0hoeAEwUmyIAOV7OsjG43kwYSOuhUFimTttltpm4h6MeImIDfA/yXgWdGOkPTAz9wrPaiacneiqn7owAkRHraltK8iwiSSumxOTbOH8EkQl8mQkippjoBKoKqNXPdfCmMKj2mZNTxJQhI94kcPOkcKUxIMpAXsjV2GOoSmChQEFl5qNnJtKMtDimPKc8vrifsxkBNgaumrWklHaRRQ3SoUb6XkamEFNZbwRZW+hs4ZMzBNsj8Y6YTpqEXeNIxmObu0yFre8sy8TtSJEmXSWWvGMZ4mouZmVkpNnRaEXpeRySFfD9EP+xD43Vralhz19EIbQkSiBwnIrrZ78Mx2W0Yo6QbqGiVATCJdqhQE0aVZrsvnaRMfNdMR2jKG6GLC70dPNtsivRS0aRyvaIdXOx3cLq9hbdOjjJQPTxTlmv4bKuDRb8n8005gDU/ROj5mBkwCt1c9uVK7O42PuvyiV4icOkAr6+vC/MXu+Mzp2i/RO84sTu2sY1tbG/+xO7jZ1bw+597CVutPu45MYu//PW3obW5Irq7d999t4BV9jP6vL/66Zfl51ytgL7LTntdXl+6tI1L3RC1SkG6kP7i/DZeeLiDv/PeW+S7ZEJ54uKOJLW+cLmBDz29MmCYeOxSA203lPgm8x134ZgHgBUyrMhYEmCx0cNsgb6MhV43wGbHh23p4JQ9vUY/moAIlZDL1qXI+Qh8ybYytAGRYk5adPdneZN17HpPAC0pawZZVgiCUd9XAPdrGbXER9aVrpuNDt932wwO14oCUpnMdTg9vFBDzVlDw4sEyMI9FfrlOMF7jtYHNMbDMeupHvZA2XNgYRRje6uB70i7D9mZSR1sNlScqBUwtYsKmPbJC9sqEZYmylSXm452EOPTlxuwi7bQMae4pkHyXMA/DAP4PpsU2ACQjyH2matBxMnzQWKCdFmGFSKFO7o8pXLvqxcQBh6e7XJedsdGbJAA1noqitirm5Egi7kik6FKgonJ6awwcLCk47uOTOI3zm9j2ydNsy7nG5Ut75tWnW8ESpCphLTgBLkw6cqoJmvaoOSPFxgIIso8qWsiS/tyRDt9C4eqqtOV80eg/oxTkC47j8yZmq6AJ5EvQJVJqyIXEn1wkUkVOm8ymZbk70bQRZ+ds2RQ0Uz0Qx/9OEDdLOFoaV523tGV7M61jNToLBBsR03cWgNONwx0QsUMyXOiZGp464wjzCmjorPZX8PORc7nUn9b5IGFWZK03pR5MkpoRz14dijMguW5Cs72zqPX6Us3qd/rICbzq6kLFf6l3qJk/wmkYbHoVGUCW56DTV91IJ8qL+B4aXrA5MjYb0KfhBv10qYBRnSm0PhzDJTrjaJQ2D6lwMTmBomBQ7STnZRhZchAxSaYEioCfiG4hRKzEjsyPiTVe0F1st6M9pUA2lxPope5t0wyaD+QPeOgN2Nid2xjG9vYbla70dKmijFCMaHRKKPo9n2p0fC5QIbIazVsMcdMKHPWPCoyfSyiU8owcYXhgxYknrCd1w36Dqq+RB9AQCNJgka4PQCl0vrCsZf5cPlceSo/n/pA+VoAc/SUMGVDIXPv3CfmpOk9EbzixX35PQOq5Nco/uJIGWA/zpPRJt/dT05hHhf/bYjazrNM7vWd/Uy2vsfC9HtZlzlcWhAw9IxTzzHHAweL82iFHUSxaiqmz0swM/3YA4XZkXVJk0CcwBQoSLZfQ4BFu9XGyal53HmHkjLthi52/K74fzNOLfU1h9YN+9jyG/J+dmxUnQhoh11s+E283N1QLCK5+gOXLBiUN6V/qOo0PCqZJGsWEw7S9bvmPxs362s8noyNGTpmkqRZzMQ/q5aDI2YRL3Y76BMQIk0co8fQ1kN0yU6za+6z7XJMZUOB5oUtf7AfGu6s1OAnCZ5uNCUGjDQNvSgWCZ2jpaIcD4I1bq1V8FK7L+wmIu057LOQmMlM64ZD3z9tRqD8k5GCQNJxEXQyVyigHXAOFTBlqUtmUGDGsTBbMCWOZNO9hwjzRUsA+IdKtgBszrX7og4xYRuYDELYWgH9OMGDMxWRGCLT6IxDGa79z17uxyOzFXxiiSygrI1q4BXHhgR+izHqjG1jzingStdL15Xska9QzQZbQQjPHUrdynlvqtj7dMPDW2encHJyEoX+GpKgiUSPhQl1s9mGBwMuDJzZ6mK95wsLzv2zJZnJt82Wsdj1sdILcUvNxgdvncLtOYDJqakS3nm4hvM7rjSgkG2FAJXDtYLIFz+23MZTKy0stl3UC5Y0NrhhhLNbfXzohQ381DuOjMzTWw/XhJHlsxd38ORaRxpPbMoIGzo+qfk4mDKBfq0yRb6SseYyOzsrLwFH9vsDyaCLFy+OSArxtRd+gTUaPse+EuP9SttNyazyeuxG6yEut1z8H598CcttVdSmffTsOt5R7uKHHjomgfQroaHIiEITZGi6LG9GRA8yeTdXUicl/77cdPGx81t4z7Ep/OKTS7jYdOUBwEQhv3m0xoSIhm03UJRUvDka13ZLVCdXTkdPt+BlmuCpRp0k/RJ1s3Ejsk6oAriiluP3NfQlARXDMcnioNYdJ7o8yBwminZNA7W8d78XpB1jfPBlyWChLUs/p9vG5BsT1tfAOgxM0XUpGua88cHbCV3cac8Mkm2ktHu5c166rchwUTLK6Ee9AWMJE0lHS8cHbCtcbytsoeu0gVker1BACYlkUxNE1NYLQtTmyjg6cUSAFGvuMrqR0jDkQ8nRi1hwDg8cW5qiF96LSk/LASiUK7EbD82/CagguGHQjch3RQ+bjoKihVZze/VWZH1p52bmLBPAIBSEaYbXSgoooASv1EegeUNWlV0myTo6krox0NfLjleWbM6ottVYsg9I+2wA1Jg3EoShj17Qh+kECAM1N5EWSncaR9IH5YAYTCi2F3HuU8dRdbLu7YyLbBKXFU32ECWUULZqkiz0waRuV2SGyOFS0Ej1qMNOyHQSy/aYgGRgwuNBSSHpkiN4RVNsKDxfBD5DPfmcbNS1jN/LZJrYvXilvYJJZwI1qyL7s+O1BKiizjOCo9I5vapowjnMw+CzAENcXAGWiDY60eBxW7pdHZPMKGRJ0tAOPXQ8Xx7UYT9AaPvoSQdAhHKhhMS2Efq+IMmJotbTIkR++yXTwqRVQN0uKnx2OkgGAMtuRxDiNZPsN+q+QmkhFgsuddt4qD4/4gixmHBiwsAFrwfN91EQBHOEtaCHjSDCEQD34uazr5QjlDehbqxW5ZUleqkNT6eIwBUygTHRm4FXskQvE7tE974W+/M//3P8/M//PJ544gmsrKzgf/yP/4Hv/u7vHnz+wz/8w/i1X/u1ke984AMfwEc/+tHB33Tc/vbf/tv48Ic/LAHl937v9+Lf/tt/O042j21sY7up7Vp+ylcarPIrH3kGP/87X4AbqATrRx+/gF/5wyfwv3/HMXz7+94hz41rWccLsdLoo7TLJyB7CWMSFqcPSJwC7PR8/Pcnl/Dt987jsfNb+FcfO4udXiBgDlLYzk+VcHSmLFI67NiJcx1MYplvswdwJDMuH2gWGqJfreIZNrsxyTcgQRGQRM4fztg9hKZXgVb2iuN2H7K9lslYUpgszVg7MoC+AqtoyBQos3VeK2Q0Uwrg3cYEXc0y8b6j9cF7n1tq4Hdf3JR5f+tCFV9caQ+YUghQeehAFd97xzCxy88+u9TC450iFjs9lCw2OhAgrdgxLfFNdXjzJ+S5e2anj187s47NvoIasIPrfYcm8N23TI34b2zGGLLHpJ1laYy37YZo+oqGmTGuSsYO94s1C86/JDV30ZUbKf00z4vBMcglojnPwr6ZLS/NGfnjBUyYGv7mbbM4VDLx08+sXpN9kiwg7CwcSTqm62GszkTm3VM6VntsFolFNqlsxfi6ubIAeX709lk8ttHBUysbMB3gjmkLx6vsNvQFrH20WJdzkklYl4yMEkcQJK+SuVkTSB6skyWn+VkcE4yhSjIlI8aD9ROyILsdN7wWltwGCrqFGbsi1OqSTDdJ0U2Qiy7ynTthV35vBZSYjVE2CnAiDewF5u+dyBPqakoKXY9J4YRJ9STBkUqEohljvc8YyUbVinCsGmOuwC7PNM4mOCdXSsgfVbn+Kds66GBM0ItC6TbkEl7iCz37xf4KWoGL2EqQsJvVJMDHFDmhJErQbrZhVAx4PQ8TVhXFQhFzhSKmHEvir+OFyRHJUXWuEEBiophYAkbJX+thHKAHRcHMhpb8d8jOyQYURx+VS2NTA/fHS1QMzRiJhawuOqgcKAoz581oX42YJp/ozeR9MsmgayV6mdx9pefZfjaOacY2trGN7Wp7vV3oNzKmEX9S2LeHz9MoCbCxvSZ5rjvvVACFa5k0omZsb2muOmNaF7meXE2A+V7m+GvaJHpJW9jWVc5dNUHqEakC842zBL28ume9YZEpwhB/QTFbqIo+44v9agccpyUsFaopNauJDJtrR6sJ6Vt7zGe+STL3fu53ghR2szXuZfwK6zl7f6Zy4AekoVgV2XlOnG6/jJ2gKY2fZPXb9pvSdMoBsxHz9uoJVMhSmB6PnaCNi8EqOjMxEPVR0NlcSvCFisJiyrsWLRw+cEx26pnGRVzoriOMVbNt2XTw8ORJTDtDP4GMg1nTa97Eh0Ms26TygKNb3AthD8kvWbPZEEpWeqVKMJCRTUFAiptjeByyuRp6/2ljQ/qOL4GsAm/zndsqdbxn5hCebzfg93swNdWUO3I40xWaWrgnO2UmU8qaRs1hM4EvfrxImWoGbq1WsFB0cKhYwLONJl7a3MZEsYhj5bLEeuuuj4ppCrvKfNHGmWZXzgtpDtEVo2JW3xs2FI8a5001LKhA51i1gG87OCtx3Kob4GUBnwTCvn6iWpD4a76oaqXrroFjlaIANpZ6vmy7QSZRU8cCm/37jJEY10Bkg+6sX788sUcflzVQPUE5cQQIx8aDsmlIIwLnREvruAzX+cryDXLE8s0fKXM+ZZdEnkoDdoIQh4q2MMC0ghgvtzyc7fgITRPkULENA4FmQ4simGGMcuKj0XLRh4krmo+5agkl28bt9SKKhoeHZ8sjQJXMqo6JwzUbR2oFyQdkMToZWM9s9XCl6YmSB9lXabZhytye2exivevjQMUZYVe5bbaMj5/fRpNyQozRdA0XGi7W2zHuKOl4NwFj+zDWfK03FF9VPyuV5MXmiziO0Ww2lQrC5csiv8y4JYtn+BwTkF23K995Lc/fN3o8c1OCVd5Ieoi/9tSyAFWIPOM1yEJfJ4jxWL+Kvzm9cF1jnS6SbWFIqyb6bCkHcf6Bn2mgfXGlhSc3e7jQ7KNsGVK4pSwGbaPHpBdlQhTLB9dI/fWSmQIG8qwWaaIrCFV3UkYRxwdfHKiHhEIL8gGcYZIVAKUbUAduF9hEkmI6Il9DwYpknbR+QBYLpZWXNyIQEREwoPDDRAUy4VbQeKMbJSWjZV/nAz5kctPkjU+5oIJT3TXXnnSgkUlCPSF2O16dqIuzrZdT9o0Eq/7q4LN2mni6pXwMBcMRZ3TCmpDkUiNoSrfZhreOHVLR2TF0RxtBUGcDNm3VyUXHaCvYQCvcGYA7eMQoO7PsXsHR4i0yfjpndHazhCuBE4POMqE9ZsItzZZewxS98PCYK0c0pb1LvUyV5MxQrENMqwKoKNCCHG/5O3XM5e++MLvILmaMHvuMx3PZxWopp1wYfrL1ct9SBz8HuhA4EoE2mWsXaeg1fJw9/zLuvP92xJoaA+V3SnpFkobFuIwQDXk/k5TifPOYsehBMER2bQ0lddRypO8jyKgbdlHQy/KdkBCV2EOkRTJG/h0ldkojpyNACBMmKvqEgHaYiKT2I49NQSsOZKKyKVEgmuszJi63ib6PQ1kBnerN/o6AVOasORiJBZdQGQEkKeYYQdbL8um8CopczYZCQ6t9Fwy4pkAqnF8zsdCKd9BOmsJSQty5gFOYoDYtRaFPlHCljrbfRTfqCtqztdOEbhhwig6sogWDWfo9jPOlaPFG2XmYOM/O6d0IZs6vAseNVmwY0Jxu7aAXRSho6rx2o/R60xKsJOzSDVC9DvrGr3VHaK9EL9l1Mjr/3Yjen/qpnxJmKNJwv9YkNJ2o++67D3/jb/wNfPCDH9xzmW/5lm/Br/7qrw7+5vby9lf/6l8VJ+oTn/iEdJb8yI/8CH78x38cv/mbv/maxjS2sY1tbDe73cguxKXNNv71hx4XcMPcRFH8h16vj/WWhz97OcIPfNcrF/bKjoGJko2NlguGqFIQjxP0fEoGMjYYhp2ki11uuvitx67gv33+krB2TBZNtLwILTfA6lYXpqmJFrKfZtTkxyBWGm4370PmGU64/HbPVyAXPZUlEmD88LthmFIwSx55F4CbOU6RUlUAjwFhcdqtJ1sU9g/6O1dLrdKd2Q0MH/zGbVKKxUngB/Tjhvuivj86lgzksZ/92tPL2OwHAu54fLmFl5vDJornt3qYLhj48QcOwgsT3DpZxO1TRVxsekL3S3aZf/fUMla7AcKYYrBqggYRiEi0GhJTubEmib9fem4Vq+zoUnl3tP0Iv39hGzNFC19/sCY+5MW2h+mShfM7/ZwfrhoGuO7jNQcvuRG2PcWsslfennPIkD3rwssmT2I/jfIwe89HBoLPz/6QZVQdaWqw//KLG7IuJhdHo81R42d2HAigQmNcIYwkBGbrcKMEB4oWtoMeLDPCNM8XaDhQdHDPpLpu+PlfOjqJE61FhNUCkqqJIOZ+GzhUqmKhUJOE8LxTxqVeU36XCEz8aAK98rJPWQzHc5wsLaoAoadAlbpQXys9+i2/h02fjS2MMSGJZ8egFE0mZRPjkF3DQmEC614La35T/PaKWcaEXUI/UIwiTKQztsp31L6SrXlb2PAbsi8c91QhwXTBxYRl4mhxXjpU+zGFVSOJGWyrJPGXHzESGXZ4ktJbACOUguX2SUnOmCVRYBupuSQanm6dRTPsSC5DgD8SHykG0rJho2gVUS6VRNaUTQ+NVhObG5uwHRtW2UbVqcCgXtEuUz20usSg+WtwUPQQ6afd38m4Ya6OAUnV30+6qRwA2S75H5eLYZVNBAaLXDefvRFimv0SvVeuXMGv//qv47d+67fwdV/3dcIs+VoZlscxzdjGNrax3Xi7oQB8jbFR5q+QOdoXFrSFQ/M4ckg16L3iKtLMcj53zKbF3YgOARAkBKh6KVDFG8DSlRS7LtX5QFi4h9+T5kpZaX6bu4oru3xS1URLvyNjfMmnTCnjyJqEqgPl1yI+iW4gYc5YLZoyRQ7ZHjMWuwxEk61fcd9di49lyGrokymRTHaD2sLoXGW/XatFI0hCnGm9LDUYztHLnctXNR4fKS5gypmQmsyMMyk+75bXkO2u9xt4qXNJmlETEuKzS2FYZlM8/o4C8hCccr67ijOtJQVmSRd0Ix+Pbr2I98/fB4csI6GPbqDmnPPLxtHhMVHHuKyrBs2MTeVq8BDlVCN02JCbY0VXdfxszq/mwc/A9/wKY+pMqlbJvxLooj5fctv4b1deUOAHqRPsMc9Z6SaOoFO9QIJR5WOTRYNrZ1xiRAZW+75w7XPDBETdVVdAFfrid05UcbJUwCfPn8P00cPCFMI4inHPqRrjBwsPT9VwpetikwgV7lc09OvpsxP0sVezThyTPVItR6uYZH/U0Q8jrLkemqGPggU0/VBqA/xM2E1iNgrouKNWxMlqES+1+jjd6KFsarilWsC0Y2IpvV4Zz1Ly6HqN6hOPbrQFLKPYXxRTIufvkWmy8Bh4selhiU03iS6x4axjYLFHNpjhVS/xjK5+8kpkDMt6L8dNdpiqSbCThhcbffzepRa6IWtZqrZDlhiO2NEN1AomTs1MSJPQ81t97JBmpr8mE2wViuhrNurW3k2mbC5h/kHqNLnghcePfwlhgjF6f2StiM0rlA7KG4/fpy7uYKntS13aNHQZE2vZXT8Gbzcvb/Vw++xra3j9WgLf7zZd1zE5OSmvW2+9VZ5hWY3mueeew8/93M/JOE+cOPGmjWduSrDKG8URosb5Y4tN0UrjY6nfJ0YPmCoX0PRifHG5hb+UdhBey959eAIfPreJHS9EhV12ieqSo03YVx8iJsW2XFfkgXgjUQhPlSxp+dFVoAyhR/Mpe8RM16jfQ/YPfqFPgIk9dHZ4HwpCSIKW2AgmuTLAA00Se6EhunK7gXLCshKYCCJ22kWS1GMyTRGwZWPiv2RdGf0u55EUzLY+BMIo/GgOzUxAjK7okDUmkSUhSadAPaw5VBlvqunHvFMcKagFb7uDREoCLHtrI9vnLSljeqBd6F7GbZWTMpYrvSVs+JsD5oskpVbm0VedfVe7cJLYEwq1GI1g6yrgAtdDKuBe1EEnag1YV7JjRMchJXyT90pJRRhFZE75iLsGaGVU2T0DpoxqQA0cxoFmYnZ8YwVYSVHXA/aUlKFjD17APZPoJbJwkA47RU/L3EVqO6GXQC9Ycn4NUdoK9T1cbQxiPxzbEXBI9qjPkOyyDa0iQKEOWmmHGs+rQLQ42fFm6I4aWzp2pdXoo+W3Zf1ESdPhJMsNx9eKGhJsKJYUWyie2TVnx07aRamjYiinxE9cWQdBMxEZb9LssZpNNdeWdv0PD4Jm3NgVhzdzggmaYfKWuuiUFKrGlRS0kwxYZXh4ZN7Eo9UEiGIahgB/GDAJq0q6Ps4Rk+gEupBVRTGumNDiEJZhCAMPlyEzip7YSvrKLssD0q7ZmK5Pwwtc9HwX/a0unnz2S0LHTBaOPBPHtFXCkmEJS0vFVHNHNhVqI844VSz3NwWhXEgdAV5DdDJnCs5Vyc5G4KMZBAoQhxhBxKBAUzr2WoymFuNKr4e7JiZwM9kbwRHabaSRO3TokLz4nPyZn/kZfOxjH8Pv/d7vYXNzEw888IAgar/5m78Z73rXu65yWPayb/3Wb5XXtYzrOXBgVP4pM+oKE8H7+OOP4+GHH5b3fvEXfxHf9m3fhn/1r/7VNWUpxja2sY3tzWoEG96oxO6nn76CrhtgZqKIMIpETsGxLVR1C599fhntno9qyvS4n9F//sF3HMe//sgLaPX5vE8QRuplWwYma8Wr/M8vnN+CF0SYrSi2B1IWsyuHIJHlrR4sZxSEul+iU4FGrgampyo7Eh+IFGewO+WZSgiFiYBj9jJ+JnR1ugLfGjmGk4H85x4sd8Ox5ZOSKqLh6kR+U/5mJ9LoePL7pX5RwJl8zJUxt9A6UYLfObNx1ZxktuVG+MNzW/ie22ex0w/xTz99Aed2ejI/TADyLLIoO8vtZOPIz1HaxcdlH11tYanjj/Aqcooo7fMHF7YxX7LwW+e2sNEP0PdCSZxSplYojhnjxolof3/DoQrqDQ9XOv4g7h3dAbXhqzHMEh3AZtdi2mixe7x5k/nOtymm8RHBGyNnwzUy8fzowbkavrjVl2QxQRNMQAahhglLx6wdocm4OT2+6nxTzCKyxSTBhudjgyDw2MKdtXlZB5PCBGrI8dQ0vGPqILwoxKrXke8UmTC0NHTpl1sRuj4lOAeQFdnO8ZqH2UIMTad0UIIZWwFk1v0OznW3ZL0lw4Efh9gOSF0fYsopSnxatYqYc2rS5UeweBwzWjfhRhEmBg0JlLANhKGE7CzXY4yn1rwd+R5lREUeh+CS0Mda1ICZkC67jnmH7yeYMNq44m7JvrHJg3yVnMiqYStW0FR3vhMSPEMmV3anhujFLibNioBimsIMI9yTIn+U6dszvuD2S0ZRyfCYBfR1F5W5MvRYR8/rwfcDrF5ewVp/ZdC1xpiGCUDpdtPKaMYN8rvKuoSSP/GETpzFEheUERrG0VlBSckFjRoZObPmEOYF1NmYFjgsHb6uwF03Wiv9y218Fr2RYprdid6jR49KJ+Kf/umfYnl5GT/0Qz+E97///RLT8HXy5MnrWu84phnb2MY2tjd2TJNoaYE8AVzPRcyGN0olsPBL2fuMev5a4wGlyulRRANsQfa83hu4S9+FYNMh+4X6jvJF9vIv93M7OUZhXxnwMQ7XlTFx7wbYq/VpKfuKqlfs3hb9OCVVSC9a+dIiT5pbZrgt9e8Q8E3AcBrzpICdLIevYiGI5KLqKxiy4+21fwRGkFXwqv1O93HF2xitPeyyK/0V1K0qLMPEqruBS90lkQOSulccpswVQzBObocGTI1c3tEsvNBclO/kKyecPUpiXultohMGONdZF4A5GRYtI0KsMbfOfVVH6IA5jRmjKsDoVshc/uios14LDsU2YvixaDnl5lzFgllbRN5UM4M62gwJGAtm+2Tl+oa9dD65HYl50sWuipfZXGIXYMWJ+PqcK9KJMvbnMT7kFLA9YD9hcK3i2PwZReWExZ6LvmHgromKMOlzmIxZMgDErZUSvvHAFP5oaUMa6xnnFricNOYDTqqykIHvs4vBonCTMG5SscHAsVJJYqnHt5tY7HqoWgbmCxY6QYgXW10cLCp2FX79VK2EacfCYs+Ta6Bia+hEShZ2cCzYjBPFuKW6vwTYblvuebjYdmWMBM/w2mQdo+EF+PRaC+85MIH3HSzBjxVb7mfXO7jQ8TDlmLLvlE4iQGWhaKIfA7OOieV+KI0eBLbwuPZDMnOGuH2iiD9Z6aIXxhJfNpmTEapQjWQuwsp6uGJhqsAajYnL3RAuTFQnJySW2ex6mIh72HzhMh5bLA/imYyJ49hEAQfKFhZbLg5VHSFDYKMQyQ7edrCCy40+mm6I6aJikuTx4jhnSpZIBuWN719qsAau5IVbfqCaDHSg5ydYj1UDzc0GVnkjgO93G+NR1kr44jlmWRb+6I/+SBhNCBY5derUIJ5573vfe13skW/0eMb8WnWEbkQnYsZcQiBE33dhWlYO1aRkfK7H5ss2/u7Dh/GLTyxho8suNR2Ozpv9KB0IHwpcJ28w6+sdmOnTiTcRaoP1mClkoTntIMwnOQLKp/CktnnTUYk/jjtzJCjl0/PUA1D9rX52A8CxFMPC0FVRlMNkNAgJLGHFOEuuypBVyoWf9QIDZZsPPsXMskdv4eicpg5Npq/HBN799cO42FkSTW92sgkjSUx6stH1ibOlPJzBB0xCdsOhIyQfES1IRyFFFOaNS+ZdVx7hc93zqSwOdemoU20KeEDgAkw0inRKinodzI/aX76I6j3TOS2OrjnY5jBryiU3/BWECAUgwjQbk1cCgOFDnCwYsFA1JlDWanLztBIbodbd2/vY9WfmqMm+0zFNvYH8vmcwJGFKkbdzDCRy+FN5oN1dp7tUxnebmTgINVcequlWZZLiMEajsQ2nYIvmX6FQkBeXY3BBdplYixBqAYwysHB8Dr7Rgxk7MhdXyZqgLvNHYAnSOXdDN5V44jlqD0bZC3to+uxaVM4gMbEV1GDBku9TP5zJRylIaCb02ICbMDlK+asyCnpRKJ3bUVPAHnJ8BLgCdJMOnLggABuOvaxXZPnrtYwS2gaRY3wnhkWkM4sHmofNaE268Or6NMp6FXZiK7CTToAZdc8J2jJRMaoiZcSkLM9XJkblnEolgEpJNUX9K/1JgVwJ5T1R1VxXgqLuwEZRdRxDlyRv0SjIOV9ySlgoz2N6fgrhsUAQnkR6Xrp0SR7smVb4oXIF59wtLLpMurNT08HJ8qx0cC65Pay4XQQMxoRZiXJhBu6sTksSmCAXXs8Vk4lqRUmoihzswEyZoHKn/JrXx124ucAqb0RHKG9MOmdODx1cJne/8zu/U8ArTPK2Wi38k3/yT/AP/+E/fN3b+tSnPoW5uTlJKr/vfe/DT//0T8t5RPv85z+Per0+cIJoTDBz7r7whS/ge77ne1739sc2trGN7WtZBkiSX/RDPE/WSZ+MoFeCezM2jOuxH3/vKSzv9PBbj15Eh0wfGlAr2ijWysNkb5Jgu+ujUjARhEraI/NJizaTQJqAUvmZbqlkaPZ5lngbkZcU2tnhMgRx7J5Txjl9L0CSAzvnLfOV9ysQM1kovsdeskDXmBqVKFW+yi11B289Uscfn92Q/WOPXpShaXK25xAkl0gAt9JoF4BNeswoD3R1/+XVskIv7vTxS19aQtulzAyZLkzYJpNUKkmrM/YiE+c+YCC+/6nFJr643lF66bu6Ffidy20P//mFdWmeqFg6yiUL0XQRm03qi5PGWMN9c2X8yL3zmK9aeMA08JGlNtZ6V5/HwxhmmMzNjyzDtwiLSnpyDWRF9zwW+W9fnf6+FjRgqqDj3pkiPr/Zl264rGuWoy7DxYvrPRSpe57GM8wHrHsBXmi1JbH52c1tLPdd7CQ67J6LxZUNfP3cjAKj5KxmOfj6mcN4bGcJ3chXfb0OsNbnJHjY6mloejxGlJKNsFDt4VDFh2WyQ5K+uo1TlVm5Xlfdthy3KnWHAMzaVQGOdCNPSQIVJjFlV2RSXuysiXxOwVCAlJ2gC6+/g2qsITCYhAxxqDAFO5XOfSUT1pNY6bYLg6nEZhraUShsLq1wBed6G5i2K3hw4jiOFueE8WW5v4XtQLGjMIabtuqSBN8KWqjoRViWiU7YlziP+1g2iph1JnGpvyoNJINmhtCTooli2mROpQQrBdow7ivrJdi6LeD/6fIUJut1lOaLInnJmGZxcVGScAPK5ekpWEUb3bgjzSKMpYp6EXVzUuKvIPKFiTM7D4XeG46wgBJUQ0ZMxlpsYMjKWBzbIDuSMeyS3daMJW5ztFdueHqjAfDfyDHN/Py8dPv92I/9mMig/sIv/ILENb/7u7+Ln/zJnxQ2lo985CO47bbbXve2xjHN2MY2trF99dgiafQR2EwsgN2BTML1x1tcvphUpDmQHnuxVEiB4wQr0w9QeX2VZ6cETmH4TM/WMeAxJ4CAIJKr909BRjImloxtYshqPuS3z3LxlIlUMvb7+a3c5wwsfTXDh5IwSitZe+35rt+Hc6bqE+r3Q85BbPlkvu6puaXc0VXrGFaQds88c9yDpVPUAqORbNzqO8N92P3951svSQ6ecHvuj6Pb0oQq85NKsAwITIbYmdy6gT/bfEKaKVVGfFhckrAiAV5oLaETKnkTymUylnTDBA5lJgVLbuJgYQ63lo4I4+YhZxLbwfKeQJXdMzNQVpBYLT0au4AbQzBz7vtZiXDXvuy2/aRluY1T5Touu120o56aI4IS0kaK1c0mdhID06YhUpmMaSJdx1LPxUqfTI0JHtvaQdMLsF2son1lBW+ZnMB99doIUweP6YNTE8Kc+th2M5U6VYzpm36AMDJRMGPZqGL00OCFCnDO9ZRNE7dWizhcLoi80EqfwHxLgE60u+sGLnQUUOJ4uYCDJQeHSg4udl18casl52rF0OVcONfuCWiE5wQJBxbKJk5Urt/H3vBCuHEiIJMs9qVk8abPl4dVd1NivfccqAlwpe6YeGKziye3uuLr2wkwX7Rw/1QJL7Z82d87Jwq40vXR8Mm2w+YFDQ/NlIWVhC8CcEhMUDEBi8Qpwo4EVGwdt0wUBGTC9RwoWZgtkq0zgWPbeM9cDW87UEFZTwZMHM8//7zkdphnZ3793Qcr+N1zAR5dbsvxnCmaeNehGt5/YgqXGx4+c7mJjV4g2+B6+fO9x+somLqoinAOCV4R2Z+USb/jR2pu0nuihLeJhrNbfcl57GZreSPbG7GhOG+8tt7+9rfL6/777xeAyD/7Z/8MH//4x/H3//7fF3Z81mp+5Vd+BTdzPHNTglXeKHqIvFhvKQNPbQSYKtoDoAq12Zn8e/Ageceuz0hz3e0H8pBLQhaVFb2w0C1R0ie9ad85U8I3nZjCU5s96XBzDKXz7eWBJ8LfRtQdtdaHNwW+7zMhmS7HZG72yiyjoc4cqwwYkp/yrCmNxWc/odQKbz6K6SB7qCp9bUVPXKKOtqRkh87GqBs3anQCwpjOHJ0OC+c2WjDXXMwfq2Mlpu5dlqlOtf6u43QYdRgS+KLvHaOYS5BnxgeoUGPllh+gbBMWyoeXjXLx2IM21E1XyNPRbTJJJcvHTNRe3ZVGNg0msIQOUIAunHvVVcakGtkoSkZFEn6e1kM/7MrndJLzRrBL1nEnx1BOhVGwDv+RLrU9nBwl+TMErGT7f3Ub6tXzvjvJL2j0nDZn/qsEpcwsTCMJNLh9F91OFzs7OyIZVKmV4SUBbHJey5xRTslArIXwjQhRbMNOyNQx6uDWjDq0WB9QLHKu+7ErUlMRO/UYXEjy1BW6IEdgRgZs3VHf5XGLFVV9fj8M3YSdFGBrDiaMSXWOJCH6cU+AIdn5UDVM9KKuJCW5k0WUMWlOj7DAvJJlxzNjiJH3CO5J54/uG0E5O9EGLO6BpjTW/XSfCWTh0HtJR84nJk4pB8Vl5XcmwvU6HK2IrWhNxs/3s8NJUAo7Gml0xD34Mo+ctym7jkP2fAqwpmOixmcWjAETR55y+dzqRTRLnlAbESxkmwUUDCKLe9C1CbxjagFPNtax7rOzN0bdcnBbZRITloUnm8sCVlFdpRaOFOuYsmysun05n9lLIPdKOfgJHF1Hn7ThKcvUzWJvdEdoN00cE/Y/+IM/KC8eG1LQvdYi6256OVLPkcbu5Zdfxj/+x/9YUL50gDg/q6ur4iTtBp1yPPxsbGMb29i+Fu1GglUeOjktquadfoTpemXASNBzA3z9W45iovzKLFo0Ps9Xm67q4EuBypSSRODL+1lAQS3k//ndx/H0xW28uNoe+JBdMnHkJFkI5hDQbI5WWrGo7A1/H7Ay7uELMAe+2wXPP8Moi8r1Mv7a8/tRgsmCQc9o4CvyvWv1JpASl16imfpO3sYKvnM6xmf7FVxpeXtK3+xpaTIxA6qM7lcsUj4GeYmvYckgUZgMEm0VW/SPFHMd55pdcdz/nOufx6QQINJMKZ2ZATTS5FO2LPsmdtwA0wUVA4iEk2GgRG1sQBhVHjw8geOpjvZvX9wQbW5h08mxqzC5yDUTCL63W6di1AxEo/RtrzF9e4QyVy0j0kwJIsaZObP0BH/l+AT+aLEpTQRqlnn81RpXEhvTFRszppIDpg/Mayd2HLzse/D8ABdddgOqjtadOMHWThMXun2878AMbq+q6y2zul3EXbVZXOk10YsVAMIqBZgr6JifK6l5Yfee5mFd2OZtTJgWCpqFA8UaZp2KdIBSLtPJgUt4vtatoozhYGES07bqdFt2m9IJOmkRoM5404ZjmNjyu3DZaBFrOF6axZT1yl1audmUmEVI1eWcTbDt9+GljQIOYyeNQPMmnm5exiNTJ1E1CtLdyrjG1iwUDBuNqI9iwuS0gU7cl2JExSyhF7mYMoq4t3oLdsKWbDErWkgBKWEjj5JaYuNLxqTJdTM3smAfQNWoDOKt7HonMJsvyl9mlMub25t4fuk0jLoBwzZQMAtwLB2uEcLVPVSMCurJNNpJYwBKYZzFmLETtaWxQUUumgBQSkZZ4s8YZOccpQVSTQcq1ru+O+4bx26mmKbX6+Ghhx6SZO4/+Af/QGIcJmSPHTv2utc9jmnGNraxfS3aG6VGQ2u3enCKJizTzDUTp5EFab2v0zIGNBrZ6JiTJ4CWuVFhtU6LEaZmoaTX0ENzD3bzXH5c2LjJUbFLTiOtoOTHudf38+/tPdvqE4J3CT/IGOFHl1Av+llkPswDVvYurah3uL9ct4CQNQM9r4Puy03UDtXRLRA0oGQah5qoKTPHHvs0WHMqQZT+obhsNMX0dy2TeonUGdR6B8z3uX0YMC9mBaM9JswnCzsx4TpBwjnxnnQ32mEfOqHHuiU+DoE0lEPtRbqAVypWEdPOLCzTwqbXxenuhvi9+dZkiYd1Nram51EGric7ItEhuRliHUw+yU2XSADlFA6G03rtQliSk6nMg//J+HeoWMEXGpujzdaKoB39iQLmUIIdhui7fTSbDRiGCddx8MK6hrWUIbNARQhNw5W+i8W+hwvdHt4zN4MpZ5R9496pmlQblnuu1C8VOIcyOTamyJ6a7t9a38dKGiuVDR1zhQLunayiZBpY7qsm1gyoQuPvB4q2ACbeNlNTMXkcC9sK93eOshEA7rLKuNhx0Q6VX32iYOLh2RrqeyhY7GdsLOB5wuuF7QJshl93VQ2FTcU1y0A7iPCx5aYAWu6ql0R+qBeGEkPO2JbI+5xp9lExTWx4kZJ+LZoyj2R6eedsGe8/NIH/9OKmNHsI62nKWESlCDYVM+fgaEqOV0uZTU7VC/iOE/UBeIWSPXmQNl+c3wyMf3pxDX+2uYrNxBEAyWTBQsE20Y7Inhrjr9wzD9vU8eRqB30y35ZtvO1QDY8cquF3Tm/gYsMVAAtBMw8dqOLkVBHPr3eEmSVrFpJabwJMpzkX5g1mSjcPWOWN3lCcNx5XqhywoZgv2oULFwSMf7PHMzclWOX12o1whKjH9Mwzz+CRYheLlapK3AWKEpmouO++aw7H69fHqND2Qvzq08ty0U85BrZDou0SKRYfrBdx/4GKSOrcMVPGOw7XBGVHrfHnN3vyACJNU5Z4zNO4kQmMibSBZmCmS5halhQUNotc8lOxX2Q0KaOozKtcKJHl0BGG1FpT9F67XRHq8vmdIg6w8ytlYeENnvfRqyWEiNxjupyMELrM88XYx8SBGTwydwuam8+j7zHhQwfx6u/njR+ZeQcgpw1II66ZDxx7D8da2+2kDpwcRbuXLZM5RNlWFNtKHpkxaPtTc54m7K525hWeV5ZJ/8uPhfrWa+EyDlnH0Aqbg893M5sM0cdZZ9fejh6ZS1RybvdNOF1juruZJJFilhkivGUbwqCjvJ8Bajxd1kocQaK7envfueXaLMuGaZVRrpUEfBAQZRsG2Gk2UfQL8pAolBwBUWQzHum+HDcrLu5y/i1M6JMINMVOwn3sJEpWSQolKYMIE4UEkBS1iiRSOY5OzESnOs6q0230GJFNJA86CRMSVEfSNZeZ6rIrS0DTX/VQWagqcEmqKXo9oJWSXhLACc8xWT+vzdTdZbkjA7Dwsy7HnCRoJDuD46zAKYQJWUg0grHK8CkDRESvZotkEhOoarzqP5VMJqfcELPOcRRNS7oXeQzqJmkNi2hEO+gJSIdSSFVUjeoAtJKnXA7LwGavDztQdHVRHKDf8+D2gV6pjcTxMTUxhWmHjheR/wYmTBM1S8eLnQ30owAVsuFodN4CvNzdwqFiHWc7DRmjoqDMjjuPVaKYknBz2RuNMvuVErsLCwuDv3ls7r333huy7h/4gR8Y/M51vuUtbxHKbiaOv/Ebv/GGbGNsYxvb2N5sdqMos5m8WDn/PL77kcP4/cdXsN7oDcDnc/USfvL73nrd6/p/Hr+MPz+zhsmyA4/yJR7Z8gh49PBt9x1CoehgsmjhG++Yxf2HJ3D3fAV//OwqNjrUoDaw3qbPoly+ARBCWEUSGPvI9AxjEgXSH4lpcqwsV31vT61s5acTZLLX91yfBVkdxYLS+O4nLIIP/d+8CauFYw4SXcs7HSzrOt5zyxy+/0QV//7xK8KMJ+HYKyApMgDNfvhQJrAMxlj77Gs2tu2+YlWhy8ekVJVglcF8ZL8MQSDDebx6vZSS1Xd1SnG9AnZJE71rrtLrZjKRABT6fB9fbGHCNnCsauNMg1TNaVNEDlHC7jcy/cm+K02dbE9eVWfsYN/ShGy0b6yX7ecwduS/ZDr9ayencUe9iP/y8rbsH4FB2RrIbsPjt+UCU3UDPXYgOmQmBCI/gOe5eH61K0nVVctGSxLFKpnYCAJ8Zn1LxnFHbRQIcrg4IeCRFoHbSLDudrHsdqBrseiVF+RaILgjEgbCI8WaNByQrvxLjVXxib1IsarmASsEb7CIYeViEjKqENCRP8YVo4DAjFEMYmi9EDN2Tb5L2mubevZXxY+jxpinZpaxFTQFJMK4jfJD/JbovOuKRptzvBG0sOG2cK63hM2gLaeBR7bM2Jdx9BDjgDMpkkLdSHoLcbAwgyOFWTiGBTtm84EujJAEtISxouzP9vWQMwfbtIUBpWQUMGFQ9ijC+f4VGRvfm7YmUTVHaapZ4JqZn0VYjxAGBDGFwgza8/toNdrSQNJxOjjoLEAv69Lco4j1eRGQldNFS6SDDIkXGY+SqZMMSZT07aN7Nb8PGxQEQHNzRTQiS3CTJHfZuU8GsXJ5eLz5+7d/+7ffkPWPY5qxjW1sY/vqxDQEFJw5cwYbmxt4+7segiU+bj43z2eUft3PNRfdASiAPi/Tdsw7kgkOMX0YMrYTzKBkBsO4AA99yc0qgEFao8kh02W5TCJyD3924IuNsHFkuX2Vo85LkI7m/4e+A30svpiLVowtmShPlr8HypaNfqga/mScI17y1UYQsMgghRGacQvlkxWcrN2Cl7uXpGnzqv0ZIlFGvBqy04wAVXJG/4c+KVm3rxm7sTE6zYFzykJpOs2xbl49iNw60k/Sj4QQIgcIydbBeVEACbK+ROKXDtepoxN4eHT7HN4/dzdeaq/DJ9N52ledz/AqILUCqkjMI43oV4OICF5RhJt716eGYJw8UCWtFuQkf9T+8TxRje1q2xDA+vcfuRWf31oTWR+5GnK+P2tVfhKKmFVsOejrJvRSBXocISbwfmMD25qBCcbrVBvQDVTo78YxznXYtAt868E5AWRkVjQMPDI9iY2KJyw1HOQXtwj+V9vOACgHS2y61nB7tSxSPgQsnW93cabZlhiSQBSOj79nxob92YKqGdC4/k7AuGg4+wSYkXllyw8w0/HxlqqDSZssjepczy+7n5EVZdI20A0T+FGEbS+QfeXIi5Yh+zBpAZt+hMc2O+iGMT58pYGWr0AlzcCTPADXw7jtoekiXm776EcJ6o6Br5+sCKsKjdJBa/1Q4uSGH4oihmreSHCkbOHt00Ws9QOJ5e+dLuGWCQdPbfVwtsnuBeC2CQf3TZdQsYxRJYJqFeuRhac2LaxZfVgEhUUhmq4L223i2W4BE2EH9x+aRr1kYWHCEQDKVNHC8ckCPn5+B+cbLg5ULKlHEzDz6csNvPNQDUWLxw5Ss85OVqYHOCKGqyR5uJnsZgLfd7vdkXiGRnAJXzd7PDMGq7wGo/TBk08+iUqlgg++9x0ov7yDX37sitxMeBnWKw7uP3D93UfPrHdEJ4wX9GLbR0wnKlYdOC9u9/A371/AgwujLC1/76HD+JVnV/HYamuIUExZKPJGAIA2SKplRGLDBxkBK2RgSdnmBstppHfmgDQNU46GZioxlDGmjG5E/fAjJopUN2QeGCJkd5EGN7DFMdl2NdEm5zOlaEaYKCia8AzZyYdvUbfg9115yFeKRXTjEM83tzHrTGDL21YOY/oQDuJYEos5Xwi2ZmLCJF1ve+8xpw9xdm8yoZe3/VDK4gomSt9wQGmXekQciyRpUiqs3anUEecsoZxQ3nEmdbOVgipS4EDuSCkWFCKMPZF8obxLNvHK8RyyXMgRkqTvqPM6GAflnK5Fkb3bscvpRO5eV6a3nWdzyQArdO2VTIs6H/ZLuVHqZ8AmqAN2wYQDB5VyFX4UIIoCeVgEQSiFCpGxYjcatSJJ+bfrFsZ5IBjDS/roJ10BbISaAq4YiZUCM0IUtRIqelWSiH7i5kAgodA8kn45A6IQACLrTeV86CAL0GdPsJDq0EtIX6/52I66A4pGgmQqRk2khfazkllCLaoJICS92iRpq2Rw1AOT64/SMRI0kx2HzBRTSiz3gklrBhVMpOMyRhLRBNa0Y+rGc051AbXItYMCZo0DImuWYXHoeK8Fq/JTAiyE2Ao24MUuZq25kfW6kY9Vb1PperI707JkzjzHh1Ox4HkBFhtreGHjCvQitRZLqBZLCOJAaMiFYs+qDNZJ+vKdoI8dv4uqpaMb8XrjiOmsZvsciwP45dB3J5X9ubYryGUWdU5WC6jlijuvx3huD7s93viOEJ95XwljR+vMzAzOnTsnjhB1EtfX169KNrPjdT8NxbGNbWxjuxns9Ty3Xi9lNp/N7L5gt8Sdd96Jd33dPDZ6H8Mnnrgo/rFjGbj3llkcm79+pshPPLci611t9tF1U3mZFPD8F6dX8Zl/+s0jVLD3Hanj3/7A/fiZj5zBc4vNAUDecQi61UZAJNmTd78pk64wymiMgMZVYlkohR0LoUiYXhvykMke5RNimalETIySaYuUUcfNZDsBK2MayZKfApwBZgu6MG5MlxxEuoEvLLXw9qN10eLmHA0SjHsMiKu6c66MSx2yQrBgvv/cc98z2c2RdeTZAg12ZikAEce91qXG+3Bepeicac+LvNLeLDODCc+Nk3aobMFNm03ZKcYkKb3eKAVoMHnW8CJ8aqWNbzNrImGr8rKK0UaBhbLVayjZrC2kMq+5rRFE4skXrw+4wsNCkEimNrR7j/LngwI4pd2QhoZPr+9gw2eDyNXrzdbDsVzq9iUpyu82BTil4a0LB3Cx04Mehlj2fRgsxKQgEnbJMS4+3WrjVLVy1flWNm0pDLzU2cZiv4elvocrPQ91y8LxckUVSXQDt5bJ4qjhhfYm3JhsKgY6USxgb57sbAIhYIWJf7IWztDvNp2BRCzXsZ/MFzsIOWUXe9tY90gXTbAMac8ncMCp7ntu8HpbKMzAjQOE6UveBxPT5iBuZTMC2VQuu+vSwSpjSg8G4+Vm2EOB1O5miLurxwSwwnVTziizCbOCikFgT1eA9b2oL+sgUOVocQG3lg6PjHPN28SKt6G2r+nY9ltoh10cKRxEfRd7TDtsox12ZNy2QZlXXTUUlCJYvgnPd3F2+ayAVQiIoUxqoVhA2ySjCo+PJSyYal8NaImDIPEBzRq55uVIqNqHxHjkxLzRxrlljKjiRF6XbG0YJvlf77ppN0Nyl12ItOvRc78RNo5pxja2sY3ty99QTD/7qaeeknW89eG3wjIIElVNwJlPqXK41/fMUxLqKlfNv2yyQKS5d3qujlGQxsC8sRmSm2OjadZMSKAKWVnyxnEMm0D3j0joK+0eL30QPrf5DFfyg1cDVfKmwDEpkGPXMnyP8QwL6AoXTo+d0o+xFLIHjbmpv8h1BS6bS0OUSkVEWowldxnT9hR6ffVsvRbbB8dZ1srYSprXPAoCTtizfrNH4JHWaOjd5N/Ols1jf/ZydTNwvTBP5mpi/FpJZ10hhg1TfNXsLELqO7OVlE2WV3rb2PZV/j6l/laM9dm2E8X+15UhMk4YDeYIAucxQJ4RZnTiBuMSYE0q56PUF0YXk/3hOmQlrCGoBWyddawQf7y8DDdl/d/vGGz5vvABqrOB80Jm0QJunZ1G2OogCHz4YQQriRF4LjTOhWZg2/NxodPDvfXRvAFZPxaKBWy4Hp7caWLDc9EIQlzp6VgoFLBQcLAdhDhUdPDQVBXPNjoCfuH3GFcJCCUKhZ3lQNGRfeJ7HNuJiqrRZHG7OneSEXZC/s31mIjRCCOcXt/BpqfmYM6xcU+9olhe9rEDBRv3TJaEGYXX/7YfKMYTUxcWGJlLndWWCBtuiCe2unAZ66XN7Ho63rAbY9Kx8L6DDt49X0U/Yj5BH6lH3jtZxPmWD9Miw7yJlXYgrD8HSib+p1NTOFEd7hkVOH7vYgMX256sh/bplQ4udwJ81/H64D2aH8X4i+W2xOBlyxCQTJLYaAYxYrOCauzjxc02nr68hp3EwULVwUypBFcD/vDcNjpeiFOTRTjpOqeLltR0n9vsYaZs4+KOC0/yLWp/he0/VteUsLjeYON4nl5pY6XloeKYuPdABYcmCl8TsqZfKzWamxKs8nqDaqJ2X2tyd2lpCadPn5YDxde5rR7+4+OLSrerqG5w2/0A/+enL+Bff9sdA5pjGruvvrDUxBcWm5K8I6Dl649NKgQjk0qeQuDK3qXy2/zOrz+7igcOjCaEiqaGc5tdrDe9EbY1Wr7LLXsoZyjTIT328DsEAeyeU5HwSRPV33ViDv/95Q14lNm4ysEhUCJNDmfo3l0MJvyLud2Gq3TXuE9ErvKB0vXJIqFhshikyUGF8PR6PRimKTp50uWW6FjstfHBI7cILXInVGwVitqNVHz8HrXeDCw4dUw6NbzYXkU/YpKINGUEklx9PPfK+UpyeYS6LUUvZ+pDA4dXTZSS/BkifLXU4dhfjmToBXH8Na0GU7fQSxRNcB4cIgADgT5z44ptIwMrZMdJgWUy4SHFdiI6cSnF8vA4jOodKmDLqJcy+JX00mTJGez3q+tilO4xuLCS0THkZyCTKVLnZkqnnbL/cL9NJv0tWzrQiN62BPQQo91qyTnutTdRLJRQrVXhmI58h8YkYCduQ9PJmsMgRTl+cRJKVxxBKGW9KiAVvpiqyxhmyEqSiCIgHV6FTmXCsKJXkCQRGtGWADVELge6gGKshPJNCnzE41LRazAcA12thSTmNa2mgOAVSgTVzZkRNpK8kRpy1p5FI2yINFREYJKmjmXWZacCG8Vyo86X+CoJIfWZkiPiNeomHtxYofwJmiFQhSwr1GpnZx+ZZyIvhhNbmKsuXAWoaUcExfko6IXBvYLnXDfuohL3UTJKg2W7UU90XAkY6yVqDvkdBjexmaBkkkmnCJudnF4sMlDra2ty3P2qg8S0MaUX5T6dGVmWulGAXuTD1oeBHX+LY3UPEvmlG2zLPR8fXWxiyxuu+ymnh285PIGDrKC8TrtZuhD3Q+1+uWxxcVE6/TMml3e84x1oNBp44oknhLab9qd/+qfiSD7yyCNfkTGNbWxjG9sbMbErdKuvIagmc+Gzzz4rAPy3ve1tIn3xL3/jc/iL55ZQrxRQckx4QYRPPXUZ/+A/fAr/8ae+ZeT7G80+fvdz5/DClW3M1Ir4zkduwX0nZuAHMRo9FqeHfmNWCL+42cUfPLmE7334yMi66Ju8uNKSWEr+FkmaCIY16ovkmQn1fXz4vYruwiypAW87WhcJnycXGzK+3clARbW8f0JT1h+TApqyqhGCgNKeGvqB+hL3nfS8lCyiEXxhawlcz5Wkrmkq8G7XD7DdC/D9d8/jPz52ZQAO4QBUDMgiNwTM8lfuPYDVjo9zO2SMUACH/dhihDEF+5t07eXooK+aL0o/5aR4BDCvM24eBTvvXqcacoKKqeO7jkzgY8tt7PgKkEETuR7pXlOj45wRCFyzqf+eO0iMKVO2z9xRgaMlbGAFSUylqUEjkEOH72dyUfvvMff37gkd5zsRbD1Bf1Av2LtrMZ2GAe0y5+dKh2doP/U1h+fhgOqY8ka2ir8leczjJ0wlqqOvaJroMBFuKt4N6XTlLocRvP4OFrs2Hu93Ua7VUK9UcKBYHHQaXug1cLrdwJYbwYt0BEmMVuBj09vBnbUKjpcnMG0V8EyLHZ0hpu1h3oFQ9Hbkw4sjSaZT4nbGLuNIcQKXeg1s+OyCTFDQDQGYM9Fe0ElVzS7JQGLqCjRcchLsdEhtrma7DU9AL7SFwv5ANsoGJaUEG34DWtBHI/QlfiIAJ7MgCSVepmQR55Txi0iaqkZWJXWaBCIPm52D614DnagvoJdpq4YJs4xby4dxsU8J0b6AQnQfODV1DEeKo4B6AuM3/B0BqRR0lfDl+dWLXaz7m6iZo5JMnagzAOlnPbf8m+OyChaKpQIm65OSVwp6gcjabm1uyWelKQcFrSi/Z3FmJvcrDJ1pt3N29mW9JIpdk0n0Gwdm5zYZ76mO72EXtg0bpUTRp78eywqMN0NMw3iG9pVK7o5jmrGNbWxfC3YjZIDIevVajMUxAlVYSLv77rvFH4t0JU0z9BMpHaOkFZVA59DYrMhXln/XB4BRlbe/OhdOBoo+CmCtYlSaXljYBOQyfNZmPuNguRwrxn5Alf1YuTMfZNKcxXa4LqxxIuO+C/OSsTG+4lHRVFFcNZmq2Ij+H4v+3TAYyd17XSXnyuenHO+E/mUfJ0rHselvCFh4d/trZiWtiPniHNbcDfFx6V+rmGsPdpmRfdh7foZzuDfYh3GfIuTMNXXK9vYD4A/B8jyiC84EZpxJPN9ehcsm2pRdn+OlD0lwRramXuTBYUy+q/F3EGMJAIV5cB1+pHLYmXFdo2x6+7T6ElgEUzFYkAn+GlLseaYVBWNSrH9kFdwImkhi5V8KkCIX03B5my2hui5CC6oZg7GsAo0wLmXTQ0DvUWMzsarREHQRuX20+j083+sgaNZQqFYxWyphxknZ0sMIj2018HKnK0wsHB2ledrtjoBj7qhWcP9kDc0gwsVuDxO2KawstAnLVDGwBiEIYOxCeSCCTNiw+vnNHWy6PhwCRnQIKMZLv29pGnb8AEfKBfneE20PTU01E9P4vaYf4r0LU/uyrDCef+dcDWXTwGLPRysIJW6pGPpAdod1H46R8Xs/UMoXEmOlDbW866gYLkIoDfMaVvoRntjsSOMGJYFunyjiZM3G+w9V8fn1Lpp+gqqeCBv9/+vOWRwsjwJqXmy40sxyqGwLsIfG7V7s+PLZAzPDGs1aL8C2F6LumML4IueJSL9qAiqpOGwgnkBUCnCbHiGgBNT2pvj3W1ERzcjAbRM2kkTFtzTG4mRYoaxxTJacNMkwUPSgHDBZOcN4AHK5EbbZ9fGfH1vCy9u9Qd7mT85t4a/cdwAPH574mqrR9Hq9N22N5qYEq3w1ULsZpdzKygruv/9+zM7Oyvt/fHYD3SDCVMGEKxksyA2g6YX46NkN/C+PHJXlCND4N49ewp+e35abFpfj739yfgs/+uAhobDilTagLpOf7C7SsNjsY7Ht4UhtiBT7e584hxe3evL77ucUi/sDwEoOGcpuNt4kdrxw5Du70af5d6m59g0LVZxv9vDYakNuQoNSsXQtKdSckve+2tXIlolSmmzlIGSJYPXYdAMDoR2iYJLIQUMShSIPUygMUYN0neg01awSvvXgvfjEyhk0g35uqExI2qiZRbSjGFcaK/IRKXmpHk1t75rFhNhwXHs93/l4EqTqYAZUN6hoDyZDZGo2tXyA7wal8H3elJnsU0776OdVfUJABnTs2KG2re1AF93DgqKDSxdnsi0DDSjqQE26s2ytoLqyBtsbTSxn80WwAJNdQ6ebydHwagdvmCcbZOiFLi5liXkl283mMmChGfCO7FbuTH9PZYSUbqiqJCQDtpXc9ZnShhsWHUITk5MF6dAzLCLWI3TiJlr9BFEvRsWuQS9xVWnhJskAKEpvlJTNVUzIvPZilazaHWBw3skuUjTKacLZFlALWVgyhpIg8YTZhE69gFp4bsBERauirFfg1E1hKhHHM72opVMXHZSSqiQv9zNbtzFrzQoCvh930Ui2UmiKSuJyn+nsSEBFjZ20BXE3y4tCXMdoxtvoxp0BbWQ/7gkN9aQxi6oxIcjoFj93Yrh6D2vBMmbMAzKOzPgdBkYj3blE1se+zEMJQ0cos4JhoR964tjLd+V6jFA0ibw2xTGvVSuoVqqYwTR8P8BKrylJ+Mtbi7AtS4o7BacA3wTKhiOJeKErFD1E5VzHKasSNUdvpPHa/vPVNrb9CAdLllwLfG+lH+Izq21834mp67o+3kwUc681scsuRiJwM2MnPxMK1DPk65//83+O7/3e7xUELjv8qR9/8uRJfOADH5Dl2fFPzcQf+7Efwy//8i9LkfUnfuInhJru4MGDN2wfxza2sY3tZrLs+fFqg+p2uy0MkaVSCe985zuF4avRcfGhT78Ix9IHQBUmpCpFG3/x3CLOXN7CHUen5fvnlhv4kX/zCSxtdiSpyUfhb37qRfzTH3wbpivOAKiST8XKzyTBx55dGQGrkIHl+//DF65iDAlDJuICmPYwMZP5IEwaHa0XsNbx4QavBFhIv5skeOctk3jk+CT+/u89g7W2j3Zum0zy0Men3xSkzCu7TSRgdA1+mGC1TT986N9mLAlBEMGxVZcU8zIRk1m1MnRdHatsrAXTwPfePiPj+tUnFoUKODPuX6Vg4oEDNfzh2U30AzIyaiKlQuY+YTvJMagM07TDdRAQ4hhKTkcxkCiT5HAurzsa+V2dIGU+kc0LBKzstqqt4565EpbbPnYIUApi/MrpDUwWTHltCWBFJYsZG2c0wIx5D5Zt3D7hyBz58a5xDNghVTdc1TBgGomw/TC8ZQKTHYJmEIE4Iex3rEQr3cJqLxApIlfkcfePeVUKm/48j49alglado7tuBrmiglWeirZzeOW2ZSjY7oUC2NJNyKbI5OTBjpBgBfaLUn4bvqh7Au9YYmvdAOzJaaEy2i4Hj7bDbC5vcV+RhxwNLx/poJjMzNY6new7SqYSN1WbBxMkJJimlCDE6W6gFEISimZo0lMygMxMXq8NCWFCMbRRd3Emc4m1r2OgEZ4RFa8HjohYVxqn0i/PmMXcXtlFp1uA007hhHxfGf0QaYVgn4CYVuZc8gIs/e9h8dxxqacUVV89DC+KJI/9OUZlXqkGo8YL9vY8gmi4JrJAMoTImP3VPEqt8tiwEvdRXQiMq8q+v1Nv4nDziwOFWdwongQz7VfRh8+ooKG8/0lAbrcUjw4uD/2Yw9BEqCcsmVm43Q0S5gh+ZmjjYJECDBhYwPjHbKJZicRu3iLelEKUwW7gIpTwUR9Qjqo2eFNhs+O28LO+jYKhSKKxQKcUkGxp0isq67F7Gwf3iev7572aozd1wSqqFaLNLcgPeceTLhwcH3S1deKZ2g3Q3KXid1isfia469xTDO2sY1tbDfeXgtbJJ+jFy9elDzT7bffjiNHjijgK0EpI8wlg28g0djQNyyDRfARSpNilkcna0IAA2Sgy94dOs7qN8WcEUjZfliz6EQNxVa9D7tJbhSD/LDUGHRzF4D12iYMJWZVmhPXvRXotsqr56nmVYlkCMAYfrJrDsX7iq76XCQjdUocKt81CEMYpiHNxPnvCvBVt/GW2j14of0imn5rZCOsQdCvKpgOFvvLg+8wjKEPpPoUMhaUjBF/L2DPcOYyBnqVBU7/zX2PfvhecRxjDsYDezHMzDmTEv8FCf3REP2kjSW3izmngGZAKUtV1aCMJpkPVa5dba9iFmQfr/S3FaPoHrNND5dwlimbrOGezLlaF/3PXSKlu6VYBVitY8Ep41K/KRUdqQ69QiqaHxM8z+ZwxpGq0TrBhGXBC1SdSE2/2pCoGhhFWGRHNwwZF2OWkqFjyfVwptURYEcvCgexVsDPbQuHJ6pY67tYiwIstxqIWtty3hw2bbx3/gBapoWlvisxIAEmVcsUuVIyjjBWuWeyKpI+L7XJTE8A1aiMTV1iPx0PT9XlcwJYumGEz23syHhKpolmEGC17wmz55qrmvpLholTtTLum6zi4xcNXPF4Hg+bX3gPOdfp4ZZOEXfX9891E6hCwAq3ef9kCf/t/JaMPasrtgi6J1AlitAO8g3o2bFU56vIoeoavrTVxRc2OhLbM/9AJvezTRfferiO+6eL0kTwh1eaaDIPHyT47Qub+EtHJnEyxx6y1CPrvcpNDM9xdW2x6faBXTUajrPmGLB7urCyZMwrlBJmGmKuaKHRD1GvVpBUyvDiKcRhiN5WG5vbPi5cWUbJNiSeKRZLaIY65koWPueGspNZrVSYfdKyZo8yqtcAVr0W+9iLm3hps4sTUzxXVRPAYtPD/3huHbfNlFFjEP86jHm1m6VG0+l03rQ1mjFY5TqMCQcmdXkRED3E5G5mlxquAFGWWt4gOcsbOq/759baWG65OFgrCKMKwSnU96KuGY1sKk+vdvCRc1sK0DGS8hThPLmj8KHJZTPb6fsDoEpmA4aKEUYQoG4muK0UwqrVcWbHFe0zov/afigdjExEK42/q9HCXMM7DlQlofo3b5+DufgSzlaP4FKX3Vk5oEp68yE6kA+kAdCDFFDZ4FLLfJFBQmbAxmJhAiGmGl00ZqqIU815PkRIQ8flD5dqWOr1Me0U8MEjD+CjX/wLGPN1BAaTgiYOFifhJzGe3lmSvyW5FOvohi7CRIcX6yga1EdM50fTMG9PY6ZQllFsBlsD8AmTatzq4IabPmBU9+PQwcke+qPGRJvS/MvooPNGaZZVb0WQraIlKUwpEXpRD7P2nHS+taOGcsKka0+REBb0IgpaCZEeoRu1R3Qwdxu/xWUJzmhFO2ruk1gCADqZCkOzC2RD6u3Uaaasj8xFoguwY9T53dsy5pY8tlmBUQbolMG7VqIYTzKkb5YiV+CaYWet6qDUFK26gFsoORSDQPNCuTBwU/l/XIpx6cWLCLUAC8fmkMRE/ppph2QKikmliUKRVOpL4jFJ6aTzjjCZUsjKog5BLPJL3Ajf47wH8FNNcV2ALWQo4eemxvXocKq2jJNBTrZe0iSyk47AF6LwrzmXRKZqFiy9DuJRCJRRQCPl4tiSSFUapKq4MoQHKWpnU8Az7aSJdkyaRUUVyRfng6wtPa0DP3axE29mh0VeZPhZDQMcNk8Mko4E6NBpHzlfUrRsRoWYGSm42e2Y/d6LXKGR5Dle0gtYcKZkjdtBB54cg76C4phE6ZsohGXEZQ16EMFzXWw3t6SVNTBtGHaCMN1fGQOvL+lAprN1YymzN90Q626IaWfIksSf/HvNDeVzOnRfK6hdglVeK2X2F7/4Rbz3ve8d/P2TP/mT8vOv//W/jl/6pV/CM888g1/7tV8TZC4dm2/+5m/Gv/gX/wKOMwz+f+M3fkOcH1LOcc7oOP3CL/zCDdizsY1tbGO7+cEq7Gy6HlteXsbzzz+P48ePS8CZJWsWN9roeQFcP8R6Q8lxSJLLJCuigU89fRmHZqqolmz87H//IhY3O5ipFcRn5bLbbU/ef+S+E0Psc267WVKv6482C/zU//3MvtI2lCpVpNvUhNZwpAq899Q0PnmxJ0mVY1MlYXFp9hUYoWzraFOWZ491MZnxrXfO40DNwU9//Tx+//Q6PnTOgxcmcEwldyNMGWlyhckcalPnxy8yNWkMkyVCr4qeKPtTsnDM9lBzTDzZskWfnF4b17/TD1C2dMyWLVxq9PFX37KAByc1/PcnzqNZnEE/iHB0ooB3H5vEf31qWWK16aJCTqx2PPRI1ysMKypG4hiYoyIQ+JtPTqFsm7jYcnG+6UmsxvH6fUVXrDS/0wRdKvkzzGtrqjNzn+OQI7sb2HTBwnceqePnn1iW+SCtMNe50Quki+rH7p3Hhy6SFYS+qkoQ98NYfKn3HazJuXNnvYBntgk+v9qEPSdhki7Gzzx4CL92dlM6yISBM2CxQQnIZrFnFhNxW46w1Gg422B8pXTi2RCQZxjNHbWR7TJ5R780iwE5LQTUvG2KMUWIhsfYVMWIh0sW3nOwjDPthtIsT69JJni3Al801quMtVMQFMsn5STBrGNJInbNdbHmmWh4lMpV298KEyy7Pbz75UexNTuBnm5LUladdwSDU9KHPirBFbE0b/RCH31NQ42NH7qKfZQePZPMNiZtldzc9LrY9LuomQWRB/LiUHThmfidsgqyboJhmLIumwWsk9XEABgpE4SuzvEE3cgXJhY2ZzDpfC1jwaNoOHh48hY83bgkgBVul3NoaxamrQraUQ9t6eDNChhDED7ZXhjVPN08L7EDZYHKpoOKUYAb+1jxtlAzSvhS+6xIASGdJzfy8HJvUf4+WT6cnlPqvJDjOxAWU00e6noavQYqRlniGBYhpEEhoX686j4mUGXGnMZ2uA0v9tCJewKGkSYRU4djOCgWqtCqgOcG6LHr1G0i7gPl6SKIl2GRKoegUvcgjcWQGxvTZNI/+W5yJUPAyNt/3WAVPoOUbNgbP6Zhcpa5vNfKAjCOacY2trGNbW+7FhPGKxlZlV9NQzHz2s8995zkj9761reiXq9fs5lz8JeARbOKBTOcGbgkZSjP4Buavx/pyb7r9siKvY9lzGr8LwwC9JoepqYmEeieytVqlmLN5tjSYorKc189iIJeEpnBKWsWZ8+/hIO3zSM0CHZRjuQgR54eE/E1XmFnBp/mtEmZI0+CCO0rbZQPl0VPM6vRsLbA16TFGown+em3TNyDL57+IoxJE0ZJ1WNqZk38oQvdi+IPErhDVpJ+5A4YHxnTDZgzyZ5olLFg1mReFnuraV2GDciB1FCGkkZ5qP6wTfZae5rJ7Iy6ABqOlGbQDjpYctvpOAnyiNGPujhSmkZRP4DnW/Qpla/GpmM/iVAyHRwpTolfazbUd3KrHfzgixHqjOPgwckj+NzWBakXMX5ikZdAhyx2HuyZhGsJSjrz/zG2wiYsKgYwtosI2n5lP0Yx8aQaCHJseX4lmNArAmLmZ9IYrum4tzaFLRcCwiBzCV+0dddFww/gG2rfRJZW4mUds4aBaceW71AyyXDUNZypIFxKfPzhhXOoeBG2yjVhCNUNW9XKdMroUJ4oxqbnY9K2sOW5aAUBCjpQtlgPSdnjKe2j6wJoyeypnRZ6UYQDRRXjrIahsJ+yFnuoWJDtE7hCBpSaZWJLM+AyBjPZODtkIiHzyuWue02wSh60cttECT9wAvijxR1hYBcZLUoKFSxM2oawp8g5q6v1yzUfJ6hYOqYdEy+1XDy6QWlVNjyYmHUMFE0dy90AT253UbdM/NeXN+GGSgKZ+3Gu5eK/nNvE3717HrMFFSNwPvaSqOV7eWkhGkEl0wVTiAuOVh1cbnvYdkOJy2u2gYfnyzgxURQm1/U+m4gDtAPG7Gwcd3B02oahVWFqEbzAxfJ6A0EU4lCdLKlZQ04qI5yrB5dsXfbtRlkviPDsagdTJWsgK817x8Gag4s7fVE+efDQ9ctXvxlkgKamWF9788UzY7DKKxhpbp5++mlhUrnrrruuQlhVbWOQeCWKTR5cUQwyK31xsYW/8aHnRD+rVrLkhpwBVWiKMirCM2ttkfUJoyFRXXaB80YzUTBHWFUeX24PBzC4OSn9RHmwaaTK0vA+p4FvPDWP22+7DRdbHn7+8StpwpBgGg0Tjol3HqzhY5cbg4Tn0BdSN5oHZxWl0HM7Lj4f1OG1AwQhO3EA29JBhm5+hTrg/9PJWVzp9fEXa82R3rx80jiPDs2Gz/eqboy3dDt4+MGHcdbr4gtbKyL1wwWZvPNDG59eaeBTSUO61d4xO42ap+HO0sKA5Yb2sZUz8jOTWWHRvGqV0Ar6CGId5VSVhntH5+vu+i2o2+qhNO1PYcVdQz/si6wMmU+4NJ2pUCRUsnlRoIf93SB1LJgkJHQhMwW1MOBFSpKFjkM2ToILCEbYCXdwW/EOSaC140bqWGjC1jFjzadUXRXYkQ1vD9S2gDZSZLSbdHFAOyKU2s1gB17gSSemsKxwuxnfcOoVZaAZxSCh9k8kZ5JQnOf9GOmuOhUH+5vtM0FDBG0oBhWCKPi7r/UleabcLJU4RKrfmCUolcxTLOd0Ro+X4tBHQFkCjNJ0nLjjCLoNV4KQMCZFnHrQyPktzh4d4z6aARG7AaBzuS782ELZKKUOPs+N4Q1YiS/RARl2ohHFzmNGkAqPI0EsXB8dvlJSUR2vKUgmMz3RhFwyoxC8XqsadZS1Gnrs0EsaI4w7ZKDheUAJJQYhnBUmdJUkUIJu3JZ94n4LwCaJ4GiKrrITt9BLyLii5pDnSXaQGXB0kiZqmJTtVIwK3MAdsKQIYCchnbcpWp55KxgO5uwprHqbst6ibiPQQhT0Mk6UDkmHJTXnqRdPII2A3qC6DXQ9wUKpgjAqomH2YRYczJk25uBgqbGF5bit7gmS0FWFB36H/s+x0o3VHs8KH7tP+Sz4i2/ENm4yR+i1Usy95z3vuWbi4mMf+9grroNO2G/+5m++pu2PbWxjG9ubkTZbgXmvrxORz5sXX3xR5Ezvu+8+zM3NjXw+P1kWNpUWu3TICiKynTH6fsRUFn7ut7+A/98fPY3vf88d+NwLK8K+wuWycdQrDjZbfew0uyg5BvqUaElBrQLySEES7zw5M7Ld0yuta47b1BKcmrbxt+/R8N63P4jJyUnMfvo8fv3xRWx2OFbI9uYqDmYqNv7i5W1JfO4Gx0+XLQGqEETxW8/u4OMv9RBEGjx2dAUaHNsQwArtcL2Af/ltd+Cff+IlLDZdWYmA89Ps5kAOZg/2GLrW3z/VwsO3LmDh2K34l39+AS9sdIfyQpzTKME/+dhZmY9bpor44Xsm8Z6pEN/wDbcP9vvCTh9rXV9YMbNzZKHiYL3ro+1TEhRw6NOLf6vh4YM1/N23qo5SMn5+7MIOPrfchB8lEqvuuOw6IytMjPVukGuuSJN1r1BcECY4+tMC/NEkhj1ac/DJSw1pqKD2dcYmaekaGl6Mi00P/9u98/iNl7Zwvu3L3FMK6P2HJ/CueeVPfNPhCVwky00QyZxmltFRsyGkL+wuwN+6ax6/8/IWnt7swA9DmRvqYLd8FfkQkMLvzTEZ5yvwPfeZzDJcdyzU70PAyt6mEtAiCZUll2OgZquOzHunLTwyNY0GqZlNXbTDSQd9qddGKwxRMwkU0bDpedJdJ8wsHIdlQhdGlJRxVOi4yRajY6vP3/Nj0LAZ2XCP3IkySG0dYNOlNKiKZ0ReKpWsvdTdQTtioSNBM/CEtaRmFVDWbbRDHzXTQc0aJnYpqSlsN+m12w192V8yr9C3nrCKmLCoV98TYAs/S1K2lcHoRNqTgHmV4L5ec3QLb5s6KU0k5zrrWPPbmLLKsj6Oh+yLHB+PE/MKZJ8pGQUZ707YRSvsyTlLwMhOQLBLhAlhVO3h2e55NFOgilxnhqJJNxINi+46jhcPyjZKRlHW2Qn70j2aFVy82Me0XZfcQN6qZg3dqC8NJYz71ASQ7aeKBeeANIVU4grW/S2JbcgcSfPIvplYmCxMAUYk0saVSlk1OLQSbGMtvSfmQ2tVtLBZyBlIENwo2+84Zfyn+JphiiRY5fVQZo9jmrGNbWxj++qy3/M+zmZiFs3YTJwvnl2PKYmgjB4+4+rQRhowFZt1lvnL5c1zAATKxQ/WmRu7LL8LHyLrTRKsXdpE0tNwzz33SAPmVrCWsqanrOPMLaMAF70BwGA3GSAZwGnMP88enZZmVAHDSK6ZOfDhWCaMKclNbwSKeX4vu8oLSBPsxOu0nm/h/rfcD62iCeCEDHQDMAsBzkkb57ptydXXrSmYoYm6V8eJgycGq7vYvZzK5yg/gT+Ze6dskPK3s31X7PK3VI5j1lFsngeLc7jYXUIjaMPRHfkO/TayuShfKwPoqJhIWG+ukW/f3bPL7TEXzfGvetspo4zy5US2Mw6x6TXw7unjAug+3VoSqUxub9qu4IH6MTiGJWyFhwp1LLmshQ3b0LMZFgZ9QOoQR0t16NoJPLG9iIarfFfmzJm1J9uInE9sjNUMTInMjid+uEgxsS5B5kcjFnnQV6JXyZjvZBRyIlHWx0SoGXiwegBHKo7EcbNOQeKFp3YaeHy7KQ3jBIoQWE5wPP1TgtsZw5QNNnREcvlwGTd93zDZ8J2b+7So2agVcH91Di+vbcMjU0dIhngeL4KCNBQtE+0gwOlWA62Q64ix2HcxEQaYLRRlv/04wdHysO7AZoAtzxfwyBB0EgqAnv4/xzVl2xKLrXmegG1EtZfM+7k5YxzMWIYsla/G7qqXcEetIIwon1jZke0RiML1Bym4hOMoCACf14aBCTZ16BBAChky2RzB+ixj4BMVR+L1FxouFru+SAMx8hKep4QKFMC2H+Izax188Jiq0dxSc/D0dh9NSutSfwhAK+C+a/JZ3kia8M6DVfzJ5abIAM0ULfl5sGLjA0freGC+LHFgvWDi0fWuxEecS0o8MZdw+2QBt1UdnN/pI7BsnJoycf+0A6/bhLPakjg2O9UktmHTiAbcO5tKht0gE7WCPdQtMowd8wav13jNEDz5Zme/f88bvEZzcxyBL4MeItlSrpdS7o477hBKub0sQ4kpgo1ELo7s+pCHrQ48vtiCTQ7kHGXzcF8U6u1AhQlURYslJwz12uUiBBbKNn7vzDred2IKMyUbJ+oKuDLQIEyL4tl5drAAfEd5E99w/11C2UM7MVHAP337UfzJ5QZe2unLTehdBycwUzTxJ1cacgPMHtyZu8bh8iZK1N2/f3oFbRio6hos25AbIrXZbcOQBOV3HJvCNx4mJdcE1voBLnWy+VVr4yPES52GvY6elWh41zvegYs9Hy/uxAj8OhwzxvGyidPNnjy8mPDjfPTDEH+yuoZTpo07dl1c+QfP8D3lcFB7nAwMHBMZH+6eOD4AqtCm7Ul5ZUbgypXekuhbp891pUPJ7jg+nFM0qJ1qOuZpqzP/lCAPuhV8APKhS9CJAroMATWZCViEHVugBuUMEOrY8NfFeQ20GI5WQt2clO/NWgtYD1bgJcPzmChsAXyk1ona2MAK9JaNl56/iCMnDuPAwQWRdOE+CS1gKmtT0itoxlvKTZNxZaqVatwZgno/Uw58BjRRnrnqdcwgOpyH0f01E1vAHpT9ERIh2c4QqJKFDAR/kWKZfijTd6RmzDXDDUxdCwkqlRq6aAqdoiS75eCppHXf62N9awW2U8BEuQbQUSP1Y+KjF1O3vYCixmTi8OGejWRI5Tbs9lMAnBQFnoJ96BxHvgIZMVDI9psAF5mJXfTS12MENJiJAS1Ss5mZoxdTh0jR0bNjTrh6iKCmI5so/VHFjKIoHjMJKRJeqq6CdM/SczyjpfRidzDPFaMqbCzduCvSP1J8gokpaxpWTi4oM4JVmAxuhh1Bv/N6q5vVgeNPB7lEXdqEQRU7+5T8UVG35HhM2WWhiuSxm7FrAnAxHRvnt/pAFMLI6SDKdRYmCDca6E6br6tbLm90NqdsE5teiPnCUGt2x48w45jy+ddKcle6aF+HIzS2sY1tbGP76iV3GfMQeE9QC2V/8gyRmdXKSlM6/3wio0Zm9Pc7PR//4cNPIdR1TFRH15F99dSBGp5e7SEmk5xwO6cyiFEkgPErS1v44ydsvP++w7BNJU96LfuJB0t4+0EHb3/4ARQKKv75X7/uBO48UMVHTq9hq+vjvkMT+N77D+JXPn8Jn7uwI88s+uXCzkAwdpoIo/37Pz+PPzzbFNDCdNlGow90/AiBH2GyYuPUXBk//a134tRsGf/sm2/DP/7Ii+h4qbZz+g+TQFu9cJ8Eb4KH7zqJY4cP4WNnN6DHCQ6VLExVbNnex85soB8nKFmqw/KF9Q5+9nN9/MjB0TVxGyqBO/r+ZFHpdk+UKAmjgCFvPVTDjz9waHD8yHDywdtm5EUjm+Z/emYVT6134LIzIjXOAY8x5XUYu5qmriSGsgaG3HYnCpZ0XvEzroN+6dcvVPGhc9sCnsifO+IvIRF9bDLQ/ejtM/jts5t4dLUjHW3ntkzcUy9IguzBmRK+5cgE/uhyQzq4ZE7ZaUjfPx0A3/2ZJ5bwv9w9h3fFmzgS7+DYnXfCKhGU0sNyL8YK6VOQ4K7JEi40E3x+rYsJW4E79JT9UK2bY712IouyvoaeCNBBAaOBE1VDugZPVis4XhkFaVOe5y31Gp7aaUpClDPRCEghr5KgTPaJ1IxhIwiZmNdwslzEfLGA39zZ2gVUSfc5AZ7Y9vFdxydw3t9GFOuD88GLYwH+FL0GLsddzFZqOFKagOESMONj3e2K9O2EWcCtlckRmR65LtI55pgIOMmaY4TFcrAck88BHEYQ7OBkJ6uAfVQczFfFcEZALNdrZGxRrJYK2ENjfDDn1LHi7UjExc8YX5MiXWjimXhO5Ui5Tf5NWSCyxjDOoIRPjkl+cN5wvsi+whimopckhj5UOIDL/WV0SXGSWtUs44AzbH7JjA0rC848OlFXmh0YY5XNEkr6MNZgzKUadxSjDW8SZb0kSd922ENdr8pYyJZStSbgzNgI2DmaNBSDai6XwVjY3wmwaW4KMO9GJUsZh2eNIVlcmsWzlvA+4WuKKZLxzI1Mno9tbGMb29hen10v+H51dRXPPvssjh49ilOnTu397Blq7O1jg27N0c7aXUbgKBv+5BsDRkXWaFR+m3JD0vRHyANzelRoH0WoDC0GXnryAg7OHcIJslCmz6Bp6wB6URtu0pfndFEvC0P6SqAAHrKaXfuimjrJtLEOu6SaSpn7Zh5aS5nZpCHYmMCMPSf5fTYjtkPK2mfN0QpJwNrD7p5UlRtOEAUR3vHIO6A7GhrBNqadmvhc3Heuj5L1NPoV9F+2gk1gKkFMOsL8eHOSK9nvCqis8vWZb0q2vaOlQ5ixh0wBdbuG++0hU8KGu40XKPkYehIrqD5iVRgXFgiuW1cNF6oNNavRDPebjab07/hekESoGkUUdTK/K18zb/TxCJImy96J8iwqhokXu5fRCbvizzeChgC9eU68bfoEPrv5MtY8suSn3yfrudSglLEW89mt07jbPoTpCw0cnKzhyC3HseUF2Al9AXS7USAsiaeqdTzRuCxACPrF9H0RqRiLtbrs9N19qktNJT0NCW5hLJNIc4KSMaIMFsuTR8slHC6OxjR31KpYdX0s9cmyypiIrILqGJERMqu38WfDjaQJ4dYKJUE1fKahGP13GytcoaWhWLDQcoeN+WzkZQxKydwrayuYqpSwUKvBqZVxodPHlh+iE/YwYzs4Xi7iWA6swrnnvJBZZcj2EqcxggIuZewjzSCU/SgjRlPXBGiTsUKSecWibKnz2mo0lKbltjKwCDc7X2DtCzjf8WTdZdOUujGBNWwo4Zx1glgAJI5OtsoY626AuqVjy4vQTGWEcjAjeIxfowRL3WHD+omqjUfmSnhio4crZEtgfdrQ8ba5kny2207VCxLLn2v00fQiYVq5bbIo0r3ZnDK/wIYUuTooxWsamKqa0mhTdEzcNluWPMCpqRLunCpivVtB/SUPbieQeDtrzlESqwnusDpotVrC0H4j/G7mT05Ol/HYYhP1opp72kY3EJIHSgPdiJiGEtk3g/V6vTdtjeamBKt8uSnm6CTRAWo2m3jb296GiYmJfZflxUGq4ShF92UUvqrInojmF68f3wMcxxDUomJUUagvJofefmQCd81V8H89elnood2UNopXOm/6z6y28fRqGx86vY5/9O7jODGpLsAB+9lgTpQDMA8f3/aut14l2cCOvB+6a37kvZbHDixDbpBMfnL4RrpPZkoX9enFpiDqCnx4M3mqk9pWQ9OPcXe9iL9z30FJjHJ/2O33108dwB9c3sLZZk/otZnwemimgr9Yp4bf1ceMc3B0YR6f3Wjjw5c3BMWZ7dr5ZgBdD4R1ZidSSWeCJ1knftG0EDauIGkvoqAbooXOxBo7rdQD3pL9oXY0x/DI1C2YocYib7pW+So03m5bKMyjEpXw5Jmnoc0DmqOJnEmmKcg9CaNI0K9lw4SdTyhp1C6sKoYPduhBQ0Wv4kjxKPpxP5VPIlpWJavpJBHYwDGTNWMz2MCSd2UwX0Qw99wufNvHvHNAQAqH7ONY9C6IA70bqKIGmGAr2IAfBjh6zyEcnjwijCFWbAsQQbGFGHD0gihZK5RV+pC92uXZE2aUR6Dnl035W1QHZsJU59VBBJdwkqIC6FDaR0akHr4jTiUdMQYvmkLq7sdpkY2QDiALFLKeQcuaWqNp6YIs31zdxGqwgnKphOpEBU7ZRmyRpnBSwCT5BymPBx1arjfTTWcAJDqTsGU/aVFGKZ1o6G97mJpP36cuqsgQ8YHtiJzTa7Gh3M7osWAQxQRoUa/I3HC8fuILqwo7/Ii4V+wqCo3NcSvwjYIj5TYwWG2WwBwcKwFIzaEa9+ElpGBnIKXoJ/ccq6ZJ4pevvUxAPVqEuslkYcoupBlyTewETfTDAEYaaHX6XXSjnoCICgSLMbkuerPptpIYdc3E9vY2Lpy/II7F9PS0oDxfT6KX97q3z1XwiaUWlnqB3PO8KBEnk+/z86+l5C4dodfTiTi2sY1tbGP7yoNV+GwkUIXPxbvvvntfgGS750sSIggtuH4kPv3A29CAZs9Vkj/pu23TF3aVzF/Kvv+j778dgW7i97+0iI4bCFtLEngwggARTPzOZ87id/7iJbz99nn8x7/1HpycK+PMKqUW97ZvODmFR+6/Z+RZSUDF+2+flVfebpuroOqYwlhAOR2RELGZWONnZQGdfOipFZHoJICd7DEzFQdlPxJa2f/j/afwPfctSHzQ9kJhPfmH770Fv/rFRay1PfhhgoWajVunyvjwC+t7Uu/ahobS5Ax+8sMviBxsFqrSZZgoWuj5kcQOO131AbWf1zox/ssVC7/9oWckJpgq2eJj0OdouiHmK0prnMek6YU4VHPw//mW27HdDyXBNFu+dkKlapv43x4+jCdeuohPnNnE58KqdKi5vgKpZBYESirVto2RzDjHcqjqYLOvKMbJaPIdJybx0HwFf7HSxpW2N0hAE6DEONZP5YvYhPHPvnAF58h6mG7roxcbeGy1g5999zEcKNv4nhOTOFKx8YvPrUucTJB6nonT0JR80k8/ehm3WAHef9sdODU7KSCZRuBgtuDhnqkENVPJ3Ty+tqYS1uk+UKaWJKhZ9LBXbUL1Yqq+EpKgepFqGiFoZaIQw01CHHEquD9HM5+3u2o16Upkcpedhy+2Wljpu8IGmo1DQEG6hn6S4KVuB4v9vtBt7xdjbftK91zkPinPmo5UMSoBmmEgcH1c3rwk10e5UsZsuQTX0nCoWMUt5Wk4+uj1PmUVpTO0HfmoGrYkrRmnMqjMedwAAQAASURBVJYpG+o8UrK37Piz5ZqthApYLkwqaW6CQJLDxQlJpr8W4/d2a5gzVq8YJRwqTKBq2TIrZcPBS11eswTjJ+hEbtoDS8aaSP6mCQPMLnaazLg/whCaGgH0p0rHBoB6xt6MV7KO393G9yfMmrz2MsZcjP+KZjGNtxSraC920QibiHTGNATmJ2jHXcxT8pfAllgB6kYANgRKBRpevvQy+v2+5KAYz/D+/XoAFoxX2Yjhw027XlWxQ70/ZO/9WmCKZDyzF2BzbGMb29jG9tWr0bxSPMPnzEsvvYQrV67g3nvvHTTl7j2OvfnEdhGU5MacX0YBWXRKqFOaJ2GWN5PnUQCLjMU6gCt5dBtFmNcCfrJpsuPijpN3YmZm5iofo2rWUUVOxoi+ljCvByMjV/yAyqchUIRjiyivaSnZclZwOFbmTcnKblLGR3y6ELP2gmyrHZL5g/tHtrkKmgJgGQJW1Fyo1syJah2RFWCxf3lE3oYSSWSkk+yy5N0Zcyl2ybgcYc3cxPrWtvhGpq5kaDhWX+TbmWtXjba0IwJOmZHPS2ZxX18ss9nCFGp6GV88/SSa5QBxOQMuaFcBGfxoyNqYNZ9WjZLAj1gzEjYYs4z7Jk6KnybyiGnDeCbZpJpPCdRwsOHu4LHG8+I70sio92zrZWz7LTxYvwMV08E3zd+BP18/iyvutsxjHqhCI5hiw9vGZ9qbmD5Wwe0HyPRfxZQTYdtz0QlLIm8yaSnmds4dJXqy/crYPbOTOJOvHShKkhg//VCxUKhjJLW+hHU/G7oV4aGpOg6m8jl5Y9zyvvkZXO72ByyRX9puSg0sA6pwbsimQuD5lb4nDJZkfL8WE//LvZYAZETWJn9Gs+6oawj0BG6jgbOrqygUi1golTFZKCA2DDw4OYEjJQKCRo8xwStPcmwGm9OVdBPVGapkM0xrABx/wVBAkdk4RN/U5aoiYEXFfRrmijZO7GpEuF7jurOYPcWryLGg5M+t1QIenK7IMRLGlzjBZ9bbmLFNYUkhgIbvsymf8R6vH5GG2l3WS712Rhj5BgfOwbvnKzhZKwgbC+1w2caB4jA/s9vmS5a89rMdNxLmVNaIORYCanjOPbPZw58tNjElQJwE51s+LjRdvHOhKrkXgl+8QLBUamxIMFvUqUUsLFiMEbJ4hj9fKxiE+/WB26dxpdnHuc2eKJcwd8Br5jvvnMXMK+RE3kwNxa+X/f6NbjctWOX12LUcoYxSjt177D58pYvo8ERBbk5zRVMukrWOYuHgQ463PybpaHyvVjBFMqjDT9IHy7GJAr79tllMFS383DeexJ9d3MEzLy/ikm8KGKSUgkB4gyCw5N88ehk/+/5Tew8m9bKm5+evAqrsZ9RT//ojdXzs4g4qpiYXOR9kvNneM1cWPbNl3vjSzsSsgM3iNam5+0EsKMGPXdrBH1/cQdMP5Yb9roUq5pwinu30hNb3o72WorQzQ2GbyYbLeTDTB8QfX9mUeSN6T9HyKv244cNMGYErpKIKTB0NyukgForoFBMgtunF0ikZJby56kIZdrg0CedV3HQoAfWF55/G5NwMDtRqWHaXBJiS8w0GuoLdKISZS0jSGTpaOgpHs+BKYs1EyVRdWCzKEyDiRpQmIg0au8HUWj0twrK7InSAA/rAweFNsOovY9qeUUk7TceMdQBrwRJYAhg9FwieUuhKu2LC13q46L6Ew84JlIzyVSCDWGjP1PEdpUDM0QTtkrXJGx2D4WdMIma3llEmkN3GT8WxF/miGIHmpyjSbJZj0W+M+VQW/XmFgM7CiDz9+mBkupLmydhw0smT84ko66mpCcxPziEIA7m5NxttrG2uCxq9b/YxPTUtIIfsAcV5t1FCqFGoicCg4TzQARfWnEQl8It6VZKPbjNACVXZH+4XHQ8mJitGTYILOud7setcy5hkJJAmSDyYCY9fBjiJUdKqKOll9JOesO1wnNmsMBHJIErBmQicSlBCBT20R4/xriNj5dhl5B1BU5dQxOtP8DEQ4NxxRgu5BLIbe/Je1SgLyw2N18im38SkpaFiWvAIvqEHl16AhhZDt2PcefReSbpTU4/XLlmx2E1O/drMMeKD/NUkek/VCkLP90KjL/qOk46Ju+pFHCzdGKTtzeYIXe9zZWxjG9vYxvaVY4vcqxORvsulS5cksXv77bcLQ+S1tlWvFDBfL4vU54HJCrbbfTQ6CmDAF9kUNbLhpdSrtQkd682+kguK+CzT8T9/4G7ccqCOn/2BB/D+exbw8aev4PS5Kzi9lMAsWcJGqLptgM+fWcWvfPIF1IvXfp4eu2Wfrsk97AN3zuG/Pr6ItZYnWsbcX4JDCGr4Kw8cwnrHk78dZstymaCCpUt8xuXW2x7+zacv4NMvbUmS5sR0CR+4Yxb/7UtL2On62O54Aq4hIEZkg3IZcf46Vyngz17eFqBK1TEGesoEcFzeySRFh9YhKgLAkmagoKt4i5rVivY7QRjGOEcZoTQz6VgGvu+ueWHa5Ot6fY2nnj+Dpy6t4d23n8L5lztYbLl7gm14rHk8zZRWmbt4S72In37HUZzb6Umse6LmoGKrRNj7jkzg6Y2eJKm6/QDtPmVc1Fx8/Owm+n6Il3Zc2e+MYJS7Qp3s/3p6Hf/grYflvYdmSnjXgQq+sNZGM8wlXmUOEgG/cB0vJQ4unN7EYxt9/O8PH8KUXZBX3g4ULbzUdAcAGsapXWFtSbW002RpZtLPmSXXqONeUseBqOgjJUcKE+wqpM58NWXo2W3czhylKwvOACCz4lKWJ2MuSaT7Txg4hM3TVsybiXeN4wa81OtLHoBzx3nT02PC06qv66hNT6N44AC6XK7XQ3djG52EAOsmShP9q3xfgkyOFCZwxW1gR+Q9GTPp4j8zGe7FlCryUTFszNhlrCUNTIcmEruMTqQSoVzXpFXEsdKUOkdlHYrO+3ptzqlizaPWvC+siiqW9gRIc6Q0JfN2pd/AhaCFVuhJMrduFkQX3mccIAy0qhmkaBTRCtmRnDuP038IBlGMLKMnO48pZX9uhClpVqlsDIos3BrZXPge5VJ5D+Nc9WMXW8G2COKy0zUreGTnCPd7bq6GO4/eI2AVgg0Z0/Beznt9PtFrWdcvFSQywkk11yWeSPxNoMqrOW77GfNqN0s8w1zfm7ULcWxjG9vYbla7VkOx53kCvPd9H29/+9tf+R6+B7PKbpd3kNOX5lGVU80SjCqDbQurRhkTAkrZbG6iWHSgl7Jn5pCDMACZ18yrs6oD9SCyf1cwZY8CVfYz1fg3gUaomn0zlmzFjGFL82MnaqbLDjckKXuRhlcNjL2og2a4I6AHxdpSwoQ5iU4qFe8mPdiGJbUVxaY+ZD/RUrmhdX9Z+YqECWexScKG7FGwrZqRBIahITQDaeQWyzVzMymuwxPAMTdQ0C3M2jMC9n01OckvPfslOJUC7jxwEi92LgzqS7snnqygZOXPygKcg1urRzBfmEbD6wgnOYEiWZw550xixd1EIoEMwRdq1hn3Xu4tY8ndyvltGc9OgiV3A7cEhzBp18SnenDqGBrrPfRTQHVmrHsZGhtJGdABTb2Pz+88i3trJ3G4OIeDpdGisxspAIbys5lBZ1M5WS4UiIl+ZBrFqNrHCOgK6IQ6egGboRNp+lwoltEHJZR0HCnS/9s7L8DPT1bL8mIsfLHbF/AKa2E8nARdEGihJQkqhoE5x8aa27vmcVt1PbQ81rCGrC/8nWPgdHdtG3cdmEXHD+H1e0h6XXiNbWFz3W41UZieGfF9eR4eKjnY8gpYcX2pGUiMxCZxy5TYqUd50TDEbbUyKqaBiTjAHeUCVtLxc+6Y6z9VLWOh6Ch2lpigk1HG0GsZmVWOlQuiBkHQDWuhrAGz4eC2WhH3T5bwQquPl9pdbPRDtIIAU7aBhaKFpR5lcGOlqMFm+aqJdkux2O++tjLAynzKgpIZx7lQsuR1I2zCMbDS9eEUh+tjo0zLjzBXc3AsZWxhPuBswxMQ0EzZwmrXRz9SgDUBARkafN1E6fBxPHDv3cKuwniGYMPTp09LXYHxDF+1Wu1V5cOOTRbxv77zKB691BDZ5HrBwkOHa7j3wI3x7W+mhuLum7hG8zULVtkrsbuysoLnnnsOx44dE0q567lgvunUDH7v+TVsdH2ULQIjqCmmKJP40MwAqLy5+EGEv/HgQXxppS2AENI2Z0AV2pFaAX/tLQv4aHsRv3CBnXfAdphK0KRJvtWOLwlG0je10gSn2kAm3gM8dHDY+cObCG8uNdvcl2r7B++YlZvyZ5dbcMNYkslvO1DBj947P7j5Pb3rASgUzUhwsGwLSOV3zm4OOgr7YYw/uECniIlc4WVTTh8ZEWIDE46iteJ2OF+kiOaDimjNDKhCU+jgvUvpoucXsg9MJfDyR6oXGGj4dqpHpxg8lnoRPry4iO89evS6jusLl87j0fYigoMFLGpdmJt9TJi6coRy28sDVkg1ZxlMP2momVVUjYokiCuGSpgPKe90HCucwMXeBWwGO4P9yxg6LvcXRQ9e6YnnqXOUE9kKmyK/QiPwZB6HsOpfkeSTUOAlmpIuGmBMlLtNWsA1fwnHC1ef22QOcbQCvIQakENaQKX9ODwmeTDLqM6jorhWmUGBW6vjZJBZhhJOe+uIEvkdQDGmCIAhoX6iN3rU5XpKHeSUaFGjk5ifmsGiallZbuBAa3IcMro8HsMYPmxTh12ooD5ZRdf3ofc1eFt9nD17VgIhAlaqszUYVUsyy9Khq1uicc6xUE7HBRlqQvmbCb9uGGAtaCCua4gjAzW7rsAqQoNWkKChFTVknmkEkpSN6nVJA0nQok+iHe8MpHwk6NBKKGhltOKGgFIGx4cIaviSjFTjVfNc0+tCLdmP2Mmc94RybDL8lr6/9ivR+b24A5+Iek0Xukru3/VcW1m3Rd2sYS0gk5LSeOcRYhciOwLIQJMZqcHdyJPlPAmofEFOqzlhFyJBTiE2/BaOlGYGTk/WPZclei9cuCDObZbo5fG9nkTvoZItry+H3SyOEJ+XTBKMk7tjG9vYxvbGB+Dzns14ZmdnBw8//LA8717JCDr5kW+5Fz/93z6Hdt8XUMTA7ZckSiLJOymqajredfsc5mcn8NT5TczXS/jL7z6Jb3v4uBqTruMDbzmIrztZx9/7d5fwbJyg6yoQQxYPMKHzu58/j5/44MP4zceuDDrD8jjjqbKF2erQHyBYhKAFJkv28jcos/Ovvvsu/MuPvYTzW5QiimUdP/qOY3jvbTPCrFK0dHQ8pSGdGZO09LvnKg5+4kPP4ex6R2ImgldeWG3j8csN5U+nyVslcwMUpBtMrYOgFMro/OX7FvDZi5QyUe9lxvVdq9eUgAzGQnHmS2cJ8IBdk2reuQ66tr/55DLumq3g7UdfudhOf/bfffJJfGSZSekS9NVlTJcs9EUOaG+fjdsrO4pCmdv8rlPT0g13asIRnyU/92+ZKeOv3TmLX/7SMpp9lTzlnBRMQ2LW//v5deiOKcc7+1YGvHhyQ9GH07jOH75tGnXbwIde2pQ6A5OlSRyhLd1vau45HiZ7n97o4tOLLXzTsavn4N0Hqnh8oytNH4zNs/iUuHfHUEnWPGtQZkzmThRJY5y9rxhGjhRK0ql3qdvFvRNVlPfwHQk0IFPKYq8nyVyCUWqWiXWPrDPpMoxgZAyUBFJRX9kkO8zex86iFBFh+mRwJWBFZ+FAMQUxj8B454VWC7bBAokGp2BjtlbBMV1DvQ80thsD37c+PQVMlBEUTJlbsqjM2IxpbNnXDa+HdujJaTfjlIWBZcVtYhk9REaCU6VJ6UKl/nrZtDBtl9EOfZztbAqIhZ2iB5yqyBFdjzTQlFXGLaVZXO5voxmqmKho2Li1PItuxE7VFZlHgmt4vDoh4wPqz1fRjzz5u2w6uLd6HCvutooO00aX7LAKQCphd2pt305dxiTtqCddsUx0l80iZuwJ2PswR+71/aJeQEG30U9cFAj+ENYXT7pxJ4zKwM+XWFAnu6mHRDPR4XyziUDmi8dYJY1aYUu+WywWcejQIXkxjiXjbwZc2Z3ovR56bdk+ivK60XYzMau8mbsQxza2sY3tzdZQzEY0NhMzlnnwwQevizWZDY7X0vjJNzzKtkE2N1WjUG2X9oDVms9oByW0N3qo3Pr/Z+8/oGxL06tAcB9//b3hI563+dLbysosoypkSioV8hLClAQSqMXAaomlaZherAYWzSC6B7RoBnqEkVpCzAj1wAAyCCEklaSSqrJcZmVmpc+Xz5vwcf29x8/a33/OvScibsSL59/Lut9b50XENcf85z/nfGZ/excya0m/rXxKZrXNpBkvfZtxiLRnkpHOGMYzirVD5axTlumtVqSEoBGhHTVlPRJXaDlMWNNKhkiAsupoNjPDEBRhoh91seYvD/L3/CkglQEwZyiNw0ZWl7I6BAEnfj5HgWDgerCqGNMz8j1sztxmSQ2BPmoq175pzEUOMwX0KklHnp/zvbN4oPTgnoCzS6tLeLP+NsxjBnzdx1XvMipWDp0toJAhW45i+ZemVWGSyWE+Ny3nacqqbItpHq0clzFY9VaTBlXlW3JfL7tLAuhWI765GsR/F3tLAlahVaw8Pj5zCl9cfxeNoKXGWOMoKuBM+lWZL3GIN1pnMOdMSt47aznDEpbEt1vL8KJAmp4ZAxFcHpIxZQCZ2XYq0E2AKuJfxhq6MVAlsICxie/jvXZHpG9G+W7dIMSZdkcAJsy7Hy3kBaxS9zdL4DI2rNqq1jVl59DwdmZKDUOef0rwqD1mXFgwDSU7HAMNL8Qfr9STua2hXKhidmoSUzFQ6nQHvi+BDbnJCfQKeXiMpfQYhwq2NLVSbqfl+zjfddEOA4kjT1WLqFkGvrK+jsuWhZM2cLBUQ8sPZPRmczamHQtv1Fs42yE7ZowJ28SDlRL2FfbGPPjh2YoC2XdcrLuBHNuxUg4fmqngM0t1vN3oKlYaTTG9vN3q4EGCgSp5rPZ9OfbHJvL4poUqzr65JOeYeZHNXPdA1dJxpLRzjYYgmbcafVxse2ofyg5OVJxrKkpka8cPTeSFDXWtz0Zd1hCBS8n69peGNRGqhVisT3c9aUAhHM6RRhZ1/bEZvhMBLy218dBUQRqIuRw/flxyE4xnUvZfWhaM7zg7H2Nq82UH3/PoZtWQW2X3W0Nx8X0a09y3YJVbSTHHycgC9aVLl/D4449jbm7vk57Uy//3b30A/+zz53F6rSMoPF7kvKiFDSJTCO54AfZRiueT+3ZdJzGBBI1Q6k/AFklSlOCPKAhF5+wHHprFv37l6iDxm3oD+8o2Pn54QpJa//7NZfzW6TW0/VC0vT55fAo/+NDspuQpjdROf+mxeXzvySksdnxM503MZoqzf+JgDX94uYlWoMNkckyLhTaLXWMf2VfBP//aonyuTNpoeRBHaHjquNl5KEevMAbC/0ESj0LOlBv2XN7GD52cx8U2k1DbbRcJSXmPtM6ka06NU6LlU/tQJR1VRx3ZaYB3WqRk7mHfLtSvnAtvvP0WXsAaAnKEJ3JMTFaueNS0NlCysmhaNf5Km403bBMVs4LD+UOyLnXs25GZju6IbIuGhjh/fCgPaKJjT5KQCqyyxaSTbDPQioCVSWsWK/5V2SePmlPmkApOOcEEsejwor5IAIlDTUo7Ot+6I0m8SXMGG8GqAqwkTm1Jr6KkVdHV2mneFh48AWgobK+ShRrsnNogIiOAHikNSpf0iKEnQBSyinCb/A7X4WoExyjacZFsyjpw6ToHjC5ZxpcRrNkDIJVCkyuHd7hP6f4y6cscPROu6vzEKFA6Jj8Na1pRJRLksLixhOX+Kvr1vlAoFosF2EUHcUHDjD0FXTfkmGRqxxZW/A1BTxuRAmjVw5Yk/OecKRlfHmc95Pi68jf3hWh2js2EQbacaydGKfczoc/AA5PfCjHPLrle3BGgCn8fAot4jGQqIbCFTraJvFZF1ZiQOcbPcpxSriAF8lH7nkd+R7kigl7WgiV4EYExyomi5FDVmBRd1N2sH/VQD+pwRSee6H4LvdCTBC+PxKb2ayYYypoUyBgE6pybirZP7Y862jW/iYPY3K1AmmcuBw4ckOsxZV1h8v71118XZzdN9N4N/fL7xRFiFyJtDFYZ29jGNrZ7uxOR9+uXX35ZmCHJELmXgD+1H/qWR9D3AvzCf30VG62+xB+U0kQQSAySmqZr+PJbV/HqX//Uruvj863VD9ElL6yAWFQwIAwCQYQr6x181xP78I9++x2cXm6LLy0epQCLNfzljx+XmOXMchs//Ruv4XMEMcTAqYUy/m+fehgffWCzDBDt0YUKfvnPP423l9sSS52aLYnUDq3kmPi+Jxbwi1+4gC6lQSKllU22lSf3V7Da8YTFhJrHBO/QRMYoA9SnMTFGx5UsNDUyuIgUqYFPPDCNP//0fnz+/Ma2JC0BMbuZSN9kk5+MPQLqeCd+MBPHuiayP/V+gP/3S5evCVZhAuMXfv+r+A+XKbmSwv9jXGm6itnSUVrPA8XMhPWEVrRNJfdzfBIf318egGtH+UnfsL+Cn3vxsnSTEQyUUnEzFmUCyzYimAzWBnFJcsxbqF2Y+PqBYxN4ZaWNiy0PRZ0a3omUZkJgw3UzidcPY3x5sYWP7C8JaIJzKm+YqFg2jpQd/MgD0/gP59axnjR2LBRs/Kmj9H8DfHltXRjyLndCnG27KqY1KNPLJP3mY1v2PImTJywLq56HF1bWULNMHCgUMMuuxIQx45V6HW80mwPmobOdjnQ+psCcNJ5lfj8todCOVw28uDq6k/hIRROZXeqEB4xpRTs+FP1zSebqpCCPkWfMB3YJhjjfC/FkdRLHD8xCO3hYzhtBa+/Ul7C0dpUTGoVcDk6piF4+j6nqLPKGBT8k+MpG1XKkN/iSWx/ojnt6jCWvhQNOFbM51b216nXxenNJYqm8bgrjyenOGnqRj4dKM3sCThwqTArDCsEqjIlqFpsBdHxh47xclzVLgeC5f8tuE2teD7qmaMgn7DKOF+ZRs0tY91twNFtkSmNNuMhVHkDXYMOUTlkm+EfZkreOC71FYYHlthjLrXgbeKB4SCjfdzLGdPzcqr8u31XFEKCNrpx//p2XWH90opv0+YzDVQgzZFfhOPgI0At7KJnDDkHOMxbqUuAhAeRpopdditz3W0Gv/fXArPJ+1ncf29jGNra7aTeTS9vaUEzfis+3t99+WxqJ2VC81/VLzjdyEJG1WxtKnyt2veE6BiB5+sTx7uzRhsnC+M6ACmHZ1spoxRsqXpBQIcnDS96zKK9Lu2PcVQ2N9GtjB3mttA2swe9VzBpKcVnyr8xlM1+c7j9ZUlpaA6GRAAgS2Rq+SzZvNkimcj/pd8JtYIshYEUnI73Bz3I7JubsfdK0upOke2YF24wAB/o4WSNwQOVzlc/KdfOVXtRF3d/ApK2aDXey8xfO42x4HkbVENC17LdsI5RCelZaMm1c5UuUIUKso2QW8EjlhICYZVxGxDQEi+zPz2DDX5dxk88kY0UmdQlvdgjnCHjO2oRdxDMTR/G5tTflOEPPA2x1foStha8ypokJyg6w6tZRMAnIDsTPLZm2xDVP1w5Inv5sd13AMvQvj5Um8VT1AP5oeRXLro9Jy8Sa38Zyvw+W4fq+Ia3AWeM232x3cKqk5uG7zbYwaU7YFo6UCsibphxv2w/w+1xv3x1IWLY9zr+kqSJDqMOMPBlbZOwIpge3OzqmIQi+GYRoJ/I7jBFd/i7SorownRD8UrTUXF52KTVl4tkDC5jep/xxsqZfWlnBa40NNNdWRMSyQPbIfB5muYLj5aLEkpzDjMcOFHK40u/iXLcjsqicN0u+j8jr45FqFQVT1ateWK3jdKsjDQGcS1d6LtZcHx+ZmdgTYIXsIt++fxKLPU9qr4zdFvI2znf6eLfZQ822JEam2ZqOM+0+zrZ7qFq2AHienS7hE/tUHWUqRzB7mNRTCVpRoDY21SwUCD4ZvT9CGHChjjMtFePzOnt1o4cnJwv4ln3lXQErBKZ8YbmD003F9lnOmVjt+tiQGJ5MNQYKhobcCPID5mkYa8eGAuWphh513+FEeWtdNSRkjTHKwsKCLBx/sq4wnrl8+TLefPNN8dHTeIZyqHcaDH+/NBTHcSy5nvdrTHPfglVuxrJgFQb7TOr6vo8PfehDN4RKOjVTxD/7rodwqdEX1pOf/LU3KBayCeHKgjjzbec3tl+sW63m8OGegWkkSUQhioiZZ4rw/ScncebCZXyxzgSWAn4cq+XwNz50WJJqv/jKFfzq26vyQOHNn5I4/+6NZfn5l5/eP3K71B/jstUoBfRXH1/Az37lLPrsqmSnomPiz52aQc0xBTyTS7mdRf9t+xNc/LUwBn2FqlPAg7UcHpsq4IOz6sbJBwP3sxdSI9sYFHJ3A6ukY5M1avIxITvoX0xYbog+Jf3ybmAVzgEi+y6jh6CWdEEN/lduXDswUTSVjJOsPoOoPlU+jkl2Y8GWfR8FUtmqcU0ztuiJc+/JgpKudxP7BfXv9O00TwQJrLvLAkTRDF0l6xJHLetkci0N6mcn84vnhd1jVYtdZLbICiltRCJ3SRlnygOS0ApxfzV2+fHRMwpYkQHvkAUmcZwlb2jE8KmpSRaNwBFQim8TNENAUXrUyhnadsx05kw9QatbiZZmljlleGzMAvN4KCdD5zUFrKhx4Lgq95jdexwDzg0BzxgZfLSmyX2gTLR1aCIHRx4CLACtXV3Dhr2GRnUVxWIelm3J+SMYirJORaMo8A9KUhWMPLphD92wL1rolOfhObc16nQmSH1hPOmL5mjZ2BsdteqMy8kQEXRSD9fRi9sKeKKFIhfEY+J2FJqcTCV5Ybchkwu/LxrlCXuJFgdyPsIggM4iA2xMmtRTHx2ctARs0t/EpML9aIYbEjTtBLohHfaStyhMOgSmsLOQ4yFnJ+b174hTv+SuS3CTbl8o/ZJzR8mfrXcXgleY7h1FZ5+1VCeRi+xPvz9I9GbptdNk7/XQa9+IiX7sfeIIcf7T3q+O0NjGNrax3c8yQGlMs7S0hK997Wsi+cPE7vU+Xyhr8+Pf8ST+3Dc/jAvLTfzcb76MX/yNl4Z8vYmRYWVxmcVsBQrfeX2MZ9TXFVBl6FXTWJAmy90//1MP4Cd+5WWcb9J/1AVc8kPPH8JPfeKkyO78hZ97ARfWusjbTBQDL1+o4y//6y/hl/8vH8aThyZGHsdD86MpUX/i48ew3uriP7+2hFZfdT89f2QCP/2dD+GXv3JZdbolCSVhXSAqXv4Y7rgoEWr0PYCPHZ5CrWjj+x6fx/EpFUN+w5FJvLPSSYDn6ktdogGuYZtGmSCHJCPIZCaNiVjxAU0d764R7Kw0mkcZ/RvGt59ZLyu5FAFtJ/sv3Z7EIEXI2Rn2xOQ8z+Q0/N2PHMH+koW8odgJdwKqpMfGhQm3rGY8zznjU8XGqVhFlE69en9+hK40Y8LvPjqBf/7KVek043xIO8sY3xKokg6Q6k6jT6q64/jdKdvBoUIZT00X8dhkARfaKvF2qEQ5Hw3vNFsggzKZUsiyWLBcGObODiT3+1Kvj1UmajXgktvHpX6M090unqiUcTSfx+c2NvCVel0oz9lowM4+R1dxJ0MVh1rsEZtR1DmuRxHWXBeTlBVyIjxUNXG6GahrJQGyzBSAJ6csNMMYOSOQBhYRMkrWR8BMO3RRtixMWDmJsdgCwW0KE00yTrw/5GsV5E0PD+gzAjxjPMPlyvo6Li0uIc7nAduCZZpCme7oSqaI3apu3JIkP+PoFb+DCZt+vo5L3YbMK8oBpcbzsOx2cCBXke/uxdg1yoVJZcoCneusi/wPt8H5UzJUR+CMXcGG38WsXcOkU8CEVYKTsJ8QsJJ3yRdioxMw1vKTOWtgLjeBhdz0joCRS/1lmUtlq7iJaYWU7ieKSqJqlF3uL2PJWxkUgdpBR+LKnMGik4Oqwe7aQOJRIx5S53ObOSOHus8i0mZTNO7Uqh8W1nYyghD37dsnCz+fJnq30mszpiEw/3bHGmNmlbGNbWxjG9vNGP2VwTMwjqWxbHV1Fc8888wgf3c9JtzicS5hEokR6v0dG+K25pVH7h+L3bs0S3MblFFvXu0gV7NgO2SuI0OJgZJOhjdTmkK7MSV40gZMBV5h7r+E2sj9Yy7fGZGX1ZNm08udCzAdtS4eM4EqZNFej5YHTas0lQcfNU7qu3k7L4Aa5ojLZk2Ol98RKczIh0Emj0HD+LA2sV0KaCsPezJ+4s9vHi/JiUdAN+xgEqPBKpwPb731FhbrS7AeGMYNWQ5+1irSBsytWz9gzeFAeR8K2tAv3a1OQ79NGgS2jHna+JryXWzVAJhxtsej03YFU2YJiz02McSws+CoTA2Iry31O5KTVwyBZOIzcKBA6ag8nps6gseq+4QBsWBYKCc+dkCAkaZj1Qux5upoeGz83Nm6YYQ3mm2Jk8uGiaDTRdyOcbrdxUenauLX/9rVFVzqqaZUxl2TtiWxBeuABMuz7EclCW6HbKBnuj0cK7EBWkcRRURGTxgS05HhqJW1Iiq2Ay/qCSCF8ZDEoXEs8QyPgXHOXD4HEmIyfq7aZHiJ0fADTCcSq7lcDuZkDdWchWOmhW6vJ/FMiwwdq6v4qnEVvp2HblrSzPO1RgtlU8P+Aterw4oiTJommoEvwJ4jpRJWXV9YYwgoYU2SVjJNLPVdYUDZK7sKY5V9BbWfBPx8Za2JL642Reqn54SYy9nIGYbIBh0QYgANH56pSF2Vf6f5guPlnNRXq3aM1X4oTTM8XwSMfOu+iqhSjLLXNnp4r+ViLm8NYnECZ15d7+KBqrMjIwvlff7DuTqudn1ULEMaOJZ6rAUyH2BiKmfg4VpeGkRYSy4lDUAkaGDTcNnUBSCVgmEG90gB6ZHtZfcbK681AlK4HD16VGqyKTM+WYJ5/WdrNJwDt9vul4Zi2phZ5X3ahchOIybyOPHpBO2FUm63i+xgLY8DVUp9KNqxtAgvJi/EeOlyAz/6gZ2TH7RIY+E2QD9UN3F5DCY0ZLyJdfp9fOmLb+BTc0X8+EcfxqVOgIpj4vhEXm4SjX6A//reuiT0isnNxAH1ukP83tkNfP+Ds5i+Tk2zZ+ZK+JFaC8bcIUxMTuJYNScPr7rLQrKiVraSm5PSfxs1RgpkcLntYbnn44XFNpa7Ab7r6CSmchb+xL4J/Ofz67JOjqFtEBih2FhGrk+68DJUzgkoaBONeNJ9pp75ChSzo/bhSy8J5a69MAX0FIX3VsEf4hrTc5t1TrRejH25OQWwuUZSNzV2W4mTk0n2p84faYIHJ30odomiUULB3A62WV1exYV3rmL/Q/PQi0zAkamGzoSSJVKJYqJVTekAI6XfMHHmoum3MGlPyFgRbJAFHKSsJiT3urYNxyR14shKIkCUOEKoh4Jw93VSICeMHsn/SgFx+3rS4VeSQYr9gwh0K84lryg2Fv5O2EWsK3ASHT2FRNWhx4agxUNNMcKoY1T7yHFR/CLD7QvqPSKttUIYlytlWeZFc74Fg7qKrR7cfh2WZcKpOaKNqoIhZSmtMxOTxZi6om0BbHhxIKhtgmrooDOESWV9rsf4nbVgBUGcjKWMkSfIe9JQK/pKDbaWkwBpm1NgTGAjVPJdDKJ6bg8lq4wZa2FHVhWOZy/uyrhk5zdBRF7syrwzjdH3lmbYEKBKTsvJGJDKEJxvBu8dDtwwgB4SYVxCI8hQw4NJ6irWvdYgIMpeWlIEQyyU4tdjdHS20mvTMbpw4cKAYjB1iq5XR3Evljpy94MjxPsj7433w76ObWxjG9vXk/G+zMCenYd8fj322GOYn5+/qXWW8jYePjyND56axy/++ugkg+8HeOX0Ip48ubDrvtXyfM4rGZOha8eONg2WaeDd985g/fwZ/J9/8UlsoIx618cD8yUsVJUf8qsvXcKF9S4minYCeAHyloG1todf+OwZ/NMfeua6ji1nGfgfv/EwPpBfw8KpJ4Qh88RMUTETMDYSIIdixyAzywAImzQODCDq/FwE/Jc3VuS1339nFf/P73sUJ2eK+N5H5/A7764KuwvXxdiNu75LQx4si/5g0hOZBBoDYHwSJ6QSiBzLUs4YjMdW4zzgfHjooYeweuay2v2MD8N0seSOogTom0m+cwufmDPwwEROYmUBdV8jpmEHWS3pwsqmwphsZMLMtkiLnrCLJJsidfCfObUdRMBt5pbO4pusHs5U5kUPO4gCaYpIJX1SRpYDVQVIJ/W0ej3CMn1Z08JsrqAokLd0oJWFIjqQxCtjzWwn5k7GOJSfn3NsaXjgmNQ9D6+3OzjT6eCVZlNJAAvAOkLfY/yQxK/yMxZGlfTYORZnyeDYdzGTc/CDxyZRsxz8wdWmgGgOlXRc9ppY8VxJqDIJKD0hGiVnDJwql9EKfbT6pBp3BOzhxKbsA0ExbZEQHsaWZD1hArrExLhNYLaDyckpbLhdvNOswwwiaI2WJLF7eQeurcMulgfJcK4npxMcwy7HAP0YWHJbkmRuoKe2rxPkYqITeJKk3itYJbWLvQ28017BmttDjwyiZCkJPRQMW+SFOI6UBJrPTWDS3hwHT5gl7HMmsciuVCMnAxxEPg7mZ/Fw6dCOrCrNoAsv8lEyhutTsq0WGkF7E3B+ayFjzd+QWIjxejtUMUsaV7NZoBm0MWGWYekhulFPkvWMEEm1TyDLiruSWWNS/kjifjYyME7fq/H6TOm1jx07JvTaaaKX4EWuN5vovR62rfdjYpeFjTH4fmxjG9vY7i1LazGtVkuKlHymkCHyZouTIlevIo8dvXDWEK5lwqS3S3cc/deXv/JlYYd5cvJJAQBLLjxhvpY6SdwdsGqke0fvkXl2LmwavB5js1/7Uh+FSh4HDi6ItDxBLKoh05AG1NSY797x2IRBI0I36qCHjuzLlDUnr89Y81j0Lqu8ujAFbm+mHVjykjcCGLO1wUGinjQfOpA02myMb1mvY4P54UcP40pwNdlklnFdrTfFG20C+wYx9ufnUNTze67RFBP/SySRMmw3/NsWJkFv23YKek4YWbYagcTBW2uY2VdEtxjDB5kE6Sey2TyJadhgCx1uZKBmEbSgXm8HHi732iLbSfmkgmnLkjXKjb7RaCrGmgyL427mspGbwJBiDjXHFgnKpX4frzbbeKPVFlaR9Mg8qjqIbKxadxrrZK8CAuTfbLRQskycKBXx7fsO4Wq/i/faDZmDnk9ASx9Xu300A84e1uYiAb7M5x0cKeTxSqMtYJeKqWRjhYE1itCJfWlmzxrjJJs1Pl1HqViUZX5uDi+u1rHR9VH2PIStJnxdx4aTx7KpYz/BLsmplKZevud7OEz2pm4Xa56HIDbkHLDhgLWkomFgw/Ulrkvj770YWS7/YGkdbze7WOr56BOM1XWx1PdwsJDDfF41D1N66OmkySVrz84oAA2/u6+gY7XZRy1n4VNHpvDE5M71jndblGza3DRCgMuGF+Jix9sRrPJGnefGx/6iJcCSpV4kMseUQ6o4zDXouNDxcLKWxzsbPay5nK8qfyC5gjS+l/hlCBXj65wtpyau7/7NhmEqnXDh/UEaxtfWsLi4KGooZM1P4xnGPbcDjH+/NBSndRo2KLwf7euSWYUTj4H8V77yFTzwwAM4dOjQLStEpjrmw9UNkWU0sq9cy2qOgWmHCEn1N7WahcqWmaooQuvCO3jsgYM4ceKEbG9ucx0aF1t9uEGEQlYfR7qXSOsV4kKjf91gFRq79w4XDSxMDpM6ZFZ5aqaILyy2xAEgrTe3nU2yyuEnWVq+VLZVZxwfPP/pzDpO1fJYKNp4cbmPrq8rHW7puNTxwdkSXq03Eqdos03liPiUW+XgpsjN5IwQ3UBRerFDjF/tRaEkKE9UKjt2H7JoferUKfze0rsYpTIjxyEIU3awuYNP5HQH4aUWwiN7S+qmNuNM46q7KEhlJqZoShKHuoBHUffX0BJdSeWAEahyJH900zr4Hlkhzpw5g0cffRSz07Py2oa/imWfMlGpJr2i4sppZWFQyWpOMtlGSRfKCyk2jp0sRRDv9omdXxXQEOEUJpG2u6PXhy7wkLJxuKbURSaCWjha5BU64Ip2LpUOUsGJ+kYoY5ECeARdT+SyQGSUy0VpHTMejg3HhUAeBcNSxs+bpi6dc8VcUdbpewF6Xk+AMmfOL8FOk+ZBgFinU69h1dtAI2xB00MpCrihDzsKUDLzCU3a9Sf42mFTpH+kVXXTuMXC4iLkMwJWcTah6VOn29HzmNLm0Qs7wqZz6fJVHHvw1ACoIkCmuD+QfCI7y80YJYCoy8nxdUNPdS+TuQfsiFWBAZlo9ttzmLQq0tnI/a+YRVTMElbcugI9kV1lE2uVQurvz+9OHbmbZem1qaPIgChN9FIe7kZ0FK9laSf8/eAI0UmkY3inZZLGNraxjW1s1zY+p5jUJUPkrSzCdbq7AGlj4CtvXd0VrMLn29EpB0WHsY+Gns+OMYJNlFzn0UkLly9ewAc/+EHpqDk0Yh1vXmmKP5IFZojvamh4+cLGDR0Xx6pqRvjw0c2dmt/64Az+jxcuCGCG6++4QUbOVCXP0t9pZMOtFQgCj3Gl0cff+S9v49/++afw0qUGLq53RSaIwBKO4qGJHEzTwLkRDJtcG+VRFfnf0MHh5z0tSLArlHvRJMYiwOJTD85uo/RNuw+vXr2KD3zgA+LT6NqVbd55+tdCyQb3hqAcGqmTn5nU8KEpfeCjXIslUsZT1/C9p2bwc1+9go4XCvOLHHcY42gthx99cgH/4mtLouPNc8n49E+fnMKHFzYnV+h7pdrVf/ojTwlNcMsL8A++eAnvNfpoE4mRjNfhio0Hpy0UjWEqg+ATJsrW3L6AVUaZogpXPq7QFe96ZJnvJTJEKXtKzbZxqdfDOc9V54HrS8A+HLksyaj446kEkjQPqO16jNFiNijoIk+Ud3pwdR8XeyGW/b4katP9S1lVzDjGFbcHtgFQfqdgMLnKjsq+AGr4e9W0hfZ6f14lNbm/0liS7HtqddLt81rIl9AvBNLMAD9AJ3RxZmUJ3cVluVZ4HfO7HFuCVa72muhGBMRwvyJ0E3AKAS0qrrw+v7Yf+nizuYwrfRZI0i5ZNZad0BPGlaLhoGrlZOF1SBYT+v4p5fRRSgJZJdT9Dtb76wjbLh45cHhQDOiHHtZ9xX5SNnOoSuPHtYtTo/dXxcwFPS9FBl9kgBjhxPK3dA9rBrqRiwO5eXTDrjQSUMqV0j4EX3FOJP8Not30T36G8dGNGq8bAha5CFNMqyXxzJUrVwTERvbQNKa5VfTa91ti90a69Mc2trGNbWy3VwaI9uUvf3mQl7+VzxXVbDoKNq7tef+6lO6Y3F4YpD/03tvvCbCGOflR4M20SXInz5M51+sFqwxYLN1IcrupqdpBBc1gPWneTKVxMswHW0zxnCs2w07YkvWRpaUbdVX+PGFupy9Y0auo++tyPFtWIgAHCZ22HCZlI3ME0iQsFJLLT5jQJ6zJkflHNhMzrn3++eex5C8rtPcOltfz6EWMN9XGLdY4LnSBh4bsb3uZn1N2DUWjgHZAYJGqf8h504DjxUNo+l1c7C2JP8n3KC/0dO3BbeDm5eVlAV0RREwJK3nN3cBXG2/Jd6OMJNOENYOcMQSqqOMxseG74gc7OwCYZd9E6iijLLAHY9zhsuNCYjgdJcvC15ptNHx/0CyeQrsk/ki+NwoMI5I+rBsESo6Jf9fdCKt9sj366AcBrvaVXGt69QkrC/1TP8T5bh8Fxim6LsD8Dc/HKiWAyNwRxTjdauNoKS8gEhrZSVZFImdojFEaARs52FBfRI91mDCE43kCOHn59HuYzduIuM7AR2iQjd/AhW5HFjcM0dE47wN0gwAzDut9MQoG9+n67mlvNTt4ab2FupdcB8kY8Vgudofz84GKOqcEw4jaQcKUOuWY+J5Dkzjd7GPVDXC1tYQPLkzgVAJU4biRrWWp78PWNRwp5YQRZVfWp12mxuWOLwAXHidjbh43QS6BR6BShCMlG5e6Ph6eyOGhyTzONl0BOB0oOzhZy+E/nl4XiSLi4hSH1fAey/n8J49tZxzaq/F6JRCDy5EjRwS8RsIJxjSUC+LfzHWkNRrWK76eAPie58kYvF8B+ObXmyPEAvLp06dlAj733HMD7d9baWQ5YeJvyPahrlfelCcoLH0NY6fhn5gz8OtXiFiLhWqJidC+H+K47eLbnnl4167JqmNK4jBLP03j37wJUYv9RkwcoSR5mbW/8NAs3lzrCggmWzbPMstIQdkktTe1zNWNOE/wTBDhC0stSdCcbbkiAcR9Fv0tP8LrGx6en63hy6sNuXHS+BD70HQV+/sr2CBa09TRiXpCgUyrOJSxYaLUlK7HnhbKw+17Dx4SFOVO3YcHDijGmwfKMzjdVp2SW2l4q2Yen5h/HFf7K+iFfLDmMKGX8cfuH0v30vT0NGZmZvakFU3QyIOlB3Cme06K9NwaXztcOIgpe1IWalYTSMLXCSLIznvOYd6kebNmUprsD2qsNUzaM7ANR5xIMnDwuxVzQmiK04wpnUM3dAUdTCy3EzioWbURXWSK6s6AJS72JgaS5HGUosK3WhZwkr6ivp+gSRIHUGFXthIDZv8avkIJGTKkEJnuw0vcajK/EOWcBgCpTmUKlFEgCbKNkIGFII9UJ1Tehy4UjHTzCiTSpk4kHR1K1USeJBj5ebKkkLJeZHOSsdYdDQUnjyCMMH8gj3ajA7Jmv3v+NBzbhmv3gIqOUo4OhpYwymgigdOPyDxjIKdf34OV4JJu3E6KGil0Z/N48byXtIp0AKzHK8J8QiMtJAMPJkJ5XJZZk+u6t+YOGHWIwqe8EMckdW742aoxiZyWRztqwsCQXSUA2ZDYVbkzcpZBDpO7tFR7cXiWFQOSvCddsjVMQuk2puYYZMMhEltHoLFPNeHkCWOh+SZbzShjgroeqO5mgoPKCavQbkYwylYdRV5nW3UUU9aVGwmkef3S7ofk7vuZXm5sYxvb2O7XxG69XpdkGJ9ZBKrcDEPkKDu2j2CHoZehEoxpolPDobnNz+lR9ti+PB49pOO1i3XUCo5I7HT6PjQtwnc9Pildk7sBQKdKzqAjMTtWBEMsVG+s21KAJ8kzOGsHann89W8+jv/x196A2xvC5AlYYSI4DFVsYxg6HMfAZEL3y7iF0kXvrnTwxfN1/L3feRc9P8R00ZKELOV6llsevuWBaRk/SsISMMGjYUz2P33TUXzxtTfRKC3gatvDSo/sc4p9Jl+w4PfJyKeJHjXjuOcO1vDDT+3bsfuQcyFN2Dw2V8aXLzfkGIZMLWrbP/TEAp7aX8WXrjRlPJ+cK8FYvyy+zruGIfEMu5b2Mke/8+SUAGn+09ur0hjBWO3phTJ+8gP7hb3m/zVTxNsbPUnWsTurnDB/ZpPSX/3qV6V4/sgjjwySRGXbxN9+/iB+53wdX1pqyWsfnCvjyfkcFt3WYG6QgaThUyvcx4bBpo88pp2hXGVqG16AsmWiapmSlE2BJtcyNlmQSYSxaHqVMbnJJKOjaQJIGjB6EkyRzrXMOtJd0RPwi8NNazFeaVBCKEArDDBh2XB1HVfcrkRLWyMyJoSpKFW0TQHMUE6IXYYEttDYDcjtfGVjVWLeGScvXZkVM4cNv4cSbPGl+1EgMptkXFl2VaevmKHB0G0U8nlMGQ7WV9fQ63bx1rn3RPInKHbhFUzM2SUsuR2RhuVBNv0++jq7QvOYsK8P3P5mcwWX3SFQhSuU1gOC1EReOEDBdHA4P4GlfhOLbkNAM2RyWcjVMO8o9sNJuyyLueahESjQCG3JbeDdzqI0Cih5VAOzTgVHCtOJdKyHvOFkgPo+5qzJHeVQ+TobSxgXqghZAZ84linlPqV/2EDBzzKezxpDN8Zg3FZavJJ4OsngT9ujZYv4eRaNGD8ybi0YRSnG7GbcF8YpXLbSa1NigfFfNtFLFsX3c2KX1u12xzHN2MY2trHdQ8bnG2s0NDaO8Xl16zfC5/Mwe027ngiMz7jVxVVUJ5lzH6IxoihEu9lBpVjD4UOHd/SZU3mczbzwQxuyrVyfMZc4KqapGFX0Q/oMZMpQOXf5J6AAZs8VMIVMdMzRpj5PCiLphE1pzCSruEhtJt4vvRayhU/Zs1j3VjYBVgpaCUaT7zdgVx30pEaj8r/0l7ldggR4rAqoYuBA/qDII2aN8k+MaShry+ZyYaLQpnC2c27gd2WNLOHPTj6JDb+BTtAV327KmsDne58XED9ZGhjT7MXHYU76iepDeKv1nqyPHhp9tsOFfTiU3wetoOFE6SCafkfY8ias8qZzvq2ZeHZ28N5cbhLPG4/hfPeqfJ++58H8PNZdxhfRYJwanotW4CugSsJcWDS3N5sTXEF2EgJPml6wqyqB2re0oZeNpMNP8vx2EwaVbFikZxo1dlxnEiOVLUOkc15Y28C5NlkXdWGkPOMx1lBXXcoymPYtMxam/M+BYl5YLwnmoOyPAsPHKJg6llwff7S8gU8sTEsMTCDJssvPecKkyfFe9wmGAeoem5j9IeMO6weGifJkCaXQF//v7OXLRHXDKhRwuZDHhJPDhGNJ7ErQB5vcV13WTTQ8WittawzZzTiGf3i1jnUv00Atx6pyKOwNWex5eHqyjPmchRdW6jjfVjXUhbyNRydKmHZsAYs8mbCuvHCeDRjWYG78t8sNvN3qwU/kdSq2gW9eqOJkJYfzbU/i7JRdhcoaBLQcKu1cmyyaiiyAJrmH5N7E8eN3pd4l8yPGU9M5nKhtvlarNtkgGZPE0lTCY5S7jRbhUMnE/A6MLpRZfnejh24QYSZv4Xgtt6l2vRPrCq8nLlIv7nQkpllZWcG7774rYME0nmFsc6Nxyf0CwO90FLPnGKzyPjCeTCbC0knLhNjtsE89OINfejGlXVavpQne731kZ5BJ1wvxSy9dxq+9VkfPjzBXzSM2iHqMoYUBni0H+KlvfAwzE9vZQbJ2sJLDw9NFvLLUlmQhGVGYKOWN4OHpAo5tucHs1Thuoxyh9X6Aet9H3iRjikIN9sJEuiiTGA38CLYzvGGkCUYiKt+s9+Thk96g+F7B0mWfj5bK+JOHZvBGXRWcn5qqoGpbeO21Og5qDk4ePSnfoYzIhteV36tWHpd7PSz1+gJUebBaFRTmqO7DrTqYBws17M/XcLm3WU+abtVHZo5KUfxQQRWxU9kfdoXSqWJ3K4vZTAqlwBXePHZyWtk99Vj5EUEBs4BfMCjllEHUGvmRVMBMNr366qvyk9seRY9IQAKX1CQBp/voh315ajLhFUZkFonk2Ph6HXVMWEoOaGjKPaVroQlgRbGQqHeSde/IqbJZFkixiDDBF27+zC4o761rJJMKZX24DuVmp3r2qaBQhpxukBjmPyJOI9jIoYf24Niy6+ijCzvOiUPKjjl23nUFFNMT4JOi4VadhELpmKyFYA0iRyNLQ75aANobOHroCIwOsNHcwMZKCyv9ZVQnSyhWcyIdRJeFiWLK8TgZDc29WC/uJNJFA0L6QTEplT5iAryPHlpRI0n4Ug9SQyeiHI+LKYNdueqaSMc+naf8DjVVCV4Ryksmx+GjEW7I/jLo8eI+tFiNG+dLxZjcJB+11cp6WdhVVDBEXUovke3imbEEYc4jYHAxymadSax4dfmcDTKyKJknz+9jf2077WKKXj/XWxKabxq3S737o4WFLXN8bzqKO9FrZxO9e6UqpRMkzt994gjtdh8b29jGNrax3Tnjc+fixYsCtiaYQDScbzFQhfYNTxzCTK2A5Y2uondNfDW6DNO1PD72pOoUG2UvvbOI/+3/9yX80ctnkcs5ODhVwZoXww9CzJc1/MjHTuDHv/vD13wGfvfT+/Gv//gMNjoeqgXSWwPtfiDPox/84M7b30s8sxUAQ3vjaktYVXIWgSZAveOh72Z8VsYzkomJYU0Mv8smAfonnz+3jrYboJJTPheNcZhlRPjC+Tp+67/7IF692sTbKx1hW/nY0UnlS557Gd/4jUcFuMP9utp2sdj2MJmzpGnh8+c30HJDPDxXwhML5U3Js7T7kKBSdh9m58Jf+9Ah/NXfeBMtYTVRr/GrJyYL+NQDMyKLdLSWl23SL/FLh+R5n/o4HCf6N4xn+HMnMD735wcfnhXQyqWWK2CUbIKKHWOPTY8GvXJbjGnIdEo/a+s5IRPLd5+YkmVwzIGPVV8XwEg3DCRxqVhLmFTW8F6nKeCBhYRdJDXVPaZjJmdjJp/DpXYHF3u9Xamz9SSBZ4SUU0385IBgCdVxl35XQOx7iGW4CnJMUutb95Vkj2NqmHVyMo7r3pCCOwt6ScsI87m8AG3mHRUfrnoEm6siCMEqlNxdcft4vbGBj8+odU5aBVzudnCp25Djqcr8VuOXN6xBjMxuuXYUirSPUXCgl3LIFWws1KZhtT2cba+jv9pHjnrwZQcuu/nYzBJHwnryYGn6uphV2HV5vt8UEE6WRVPhNhLGGk3Ran+5fkkkRCcssqw4ksR/p70kjDAHC8M4Pu2gpfVCT4AqjLfIqMK5xXVcdesom3nsz81Ih2zL7yTsuDFKBl8fDRihseO2aOTQCjpwNCW5SrARx4Adtiz4eFFfGk1GSRCxuFE2y9jwKCWkuowZz3AdmkdGye1d2yzqLHpL6IQd1d1M+WXNxqw9K80VN0uvvbS0JPTaLOSk8QyfLXtN9N4vid33O2X22MY2trHdb8bcGn1AFpLpv9425qvYBDQWskdYtPOzTrLMWoDJ+RJqcwXJVfKZzGd+4PtYW95ApTCJ+cO7szzTx2Ce2UVvW1umyNzfAKvKbg3FCgxLQEiSwE7o/4dAXAVgsXQbesTcerSFLSNCK2yqbWT9uliBdZn3PVl8RD5DlpCSWRUG+nOr59Cv9/DU0Sfl4wJ8CbqyPko1sumyHbYl/161auIrDVYdx9JMTH/k4YcfFoad1BzDwUJuHlf7V7e0wmo4VDgovtWsM43YVg2rHBM29LKQzcaOVEKE8QzrNLsxyxFE8lTtYWlOpv/IGg0bTIfv52TZammNiXWhbDNx1mpWGbXqZh8kiCm/04ITGVjud0UGkzUK+vStwMOZTgMnSjXkM2ySNILS2Qi+kM/BzUd4o95EMwGdjDIBjGhK2rSWxCusrzGmYtN4w08bfxPQfSL7sxdpoWXXBz3n082OxHyUKKK1mfOOU7mr4dqEAV7XMZezUfcDPFIp4YU1gvcV2ILH7rCOGQV4p9XGA+UijpULqJgWSrqN15stdIOeSMROJg0QnTDEpGUN2FhZZ+Ssrjg2Yt1Bb30DBxbmMK0Z6DebWFxbg+16KBWKcM0cGrGqUgV6gGcmqrLN67F3ml0su2xfyBynAFaSWk1y87nS6+PnTnckHqM0EMdLfdfHty5MomZnmP3Jspl88eX1Ll5vdFGzTOQdXc4d2Vd+72oD339oCsfKDs60FOOnqrtpeHIqj0PFne8tp2oOXlnvCfupo2uoxxE6AUkPGCubsg0uVP8YZU/OFPGZCw1hkpkpGNL8wnow1Qc+tjAaHPZevY9fPb2G1a4CsvF8nZzI4QcemBJp4b2YNJeXSrIwf0BSCjZxMabhtc7nCuOYlEnyeljis3HkvWzttqppvl+biu9bZpXrNT6g6ASRPYOJsM985jO3LbD+sQ8exFcuNfDWMvWOMaCK/oYjE/jkqdFFVV7U/9N/extfvtSEJrS/pJR2KS2N75nz8MH9RTzzxAckybAX+8kPHsA/+Nx5nK33hL6JR0mQyk89d/CGC447oXZfuNKUhwrlfUitFQXsmDQH92iV3FZ/NrqBJB25D5KY0jQcLjn42kZXPpe19E/KBU3nbHxsfrPj2tUjXI3buLp8GjmD3VVVLOQrSaJSx4lyRZattlP34WC7moZPLjyIl9cv463Wsmh9zzglPDN5APsLCuCUOkDpwyMtZqcSInRQuJw7d06c7hS4wpvl1sSPAHOuQ5uajjxBV9xvOkF7LVCkbCFET7eDtlASC4hDJxKyIBJAlL3hkgXICCNJbAnLhqJlVv+UQzuKSnFogphN+PoEdUs2DmEx2UKDPsRc7AniHmmhZHCF7YVwVfG/d3elBMGtBdLtRuAG90sFH5vR2a14A6W4CpesIkaAHCyVhNR5vpXDrccaAs0fJBkFzqMZmHMm0eI/K4daLg87b6M0WUTRbcIIdLRbbaxfZQLdh1VwUNQLmCjHwO74s81DRQ1HyvxkJJK2OuzqEqej4Epnn1xvIK1fDraWE7aevt5DDgW4UR/9sAdnwhYgkBZpAlRhIJMGJmoOmPI+x2vGWkA3ast6+Lm8Xrwm4KZsVKQbkAGNXOuaSorzbHSpjRqFqBiVgU7oVpuyajiYm8Pl/jK8mGl+wKYW60aEmQPbGbK6YV+AKkwAlxM9erIvLbobwrDCc3Ur6bUJfGPhkNdlNtG70zPmfupCHDOrjG1sYxvb7bMUvL0Xo+/Jjnj6mARbMzAn+9ftMDI9/rOf+hR+/B/+BprdhMKXnfoFG//kJz+JnD3a/3zlvSX80E//GppdV6DAfdfHuUtrODZfwo9/8xw+9uzjOHhQsRleyx7aV8Xf//7H8T//6msCWKERYPFjHzuG731mb+vYaulzeRRby2++sSSJv3LOkEQHY7LU+FHpMiPTShgLkGWqrAAZPS9E0TZQTrqftrqyivGSBekIzx+ekCU1Uie/6zq48LVFtEMNhyo5fHBfBY/PlYUGmZ1l3/Xw3MhjGdV9mLWT00X879/5EH7hxUv46tWWJMS+9cQU/vyT+2Qct8Y0jDOzPg7nFrfBLkHOOyZe00TvKBBr3jJwMiMXey0j6CpNSpPNbq9G+Z85p4BL3TaW+l2JM8l4UzFtzOfo24ZY6veEYSWrNT6fJ12yiTXXw5RjYzafx5LL2GeU4CzZT9S1GSfMGetuKmOp44NTk/j9pWXU2dG3xR8f/L6J9nB7kNMMKL8TYV63BslMmsy6zMpUPKX4KTkHmVRe81wcLRSx2O9Lh2TTJ2CCQHa1lYa/LvTeD5ar+Gp9VQAujMGagYcNX9E+87O9iJ2IquOV+8IEMRlSjhamUF9toB0BLCtMTU1gtupAo1yv60mSrN5sCfDGLuQwEwNO6fpyDA2/j54wngxtKI6ToR6PQ7RD7ifgeupczThFAaNcceuYz1VFgqfu97CELjQjFFDKmtcW6VECU9K5auuUvw2w6NbxgeoxYUld9xsi58P4gOyOzg7AeRrH/1BuP871LkmswXIQty3SpkwcexsSG83ZZFLaHgNwP/bZ8xJbsmCjJIA1mKEJp23BmN/+nY1gAy2h5bdl3YoBxsWyt4xc7uANyQZtpddmojel12axJaXXziZ6dzLeO24HYPJ22DimGdvYxja222PXW2doNBriw/I5xLz85z73uZHAi1uybzGfnSGQyNlsYlyJd37mR5onYBXd0BGJHKVq1Lt8fgnLV1fxxONP7JmVLK9RRp7cD6rxM81RFzUyxN04swqf11uNTYKKSVwXpm3Xc1HIZ5/jQ4iwoQ+bkhXrG5DTc+iEaYNn5lsERycykCaZRfTNIJ1Qj9DLu3i79Z5ikLQqmLIZ8yiWBkdzUDS3y1akrPEEz6ZSplvtWPGo1E0u965K4yMZWQ4U9mMmYaRLm4nTpkD6LfRvUgmRlIWBkqP8LGMZLjuB8RUoZQ8nIdNMzNhxp2binWzazqHle1jsdUT6xzZYL6MkUR41y8GG52LD7SNf2DxuR4pFXO4ylx8hb5JV0hFgUFa6J2sEI7AGx/fafiAMIqzjTdk2TpaK+N2lFWGQ3PpdzsxtVcBsZ3ry/oqrAPgLRm7A6Mntpd8dcvKnoHRK3BIkw2ZWDVO2JfWBThCiFYVYT6Y1P/+rl67iO/bNohtGeKXOOgSlN4H1joeVvoZ+Mn8bZGM0WKNRW8vrOo4VStKIcj6M0Q515PI5lOaLWHC7qJA1pNOBzTpN30Vg26jlcnhAr1w319Glbn+gBrHJUlGBpFbD4yWzCF8MOj2cLBewkHdwtefhdKuHpydNYWChHNIF2Jh1A5QjgpG6EruRJEDOCxmHHFMkgRb7Hr7ncA1vNfq40Pak/ny8nMOJirMrOwxlfj4+X8Tnl7sCYuItjmeMQJXFrocLHfWZwzuwsywULXz38Qn8xtkNrPaU3HPR1nEkcvGR+e3XORVIfv29daz3AuwvM6bR5LU3Vrv4bMHCtx+9MeWTtObKRZgou91BgzFZjnh9p/EM7y07xSzpPeR+qNN0Evb7+wFYcyN2f0SVN+EIcbKREohJNtJwpbIOND7E9gr+uB4rOyb+1fc/it96awWfO7cB29Tw8WNT+MTJaemuG2UvXm7gxctNufHIwyCMQPBmox/gpU4eP/HM0yOPeant4o3lDvKWjqf3VQZaZzMFGz/zzSfw6nJbOvNmixaenCtv0ny/VWAV0lLzacMkR+AHACnKguFNmZRgNN6Q+TCkvA+prfngWihY+Mb9FXx1rYOzLXYhDbXRicgjk8WxynbqqNcaV/G61YZPZ7Ol6I9e0y5Jl5tjGAhDC41+BXGcl+65D89VMV+w5YJ+8cUXR3YfZs3SDTw7fQgfmDo40FVMLZvUHaV9yK5IooC58DNM/DDRy0I2gSy8OaaJ3uul2+W66FxxHo9KSl/LiFwmc4pPrfGIOumOoJCzSS4mz7byTttwBGBBBpGtGfit2p9ZYkX+E0YP4SEhH4Yl7CW70dKpdaZrzmxs85sqZUu9xwSpq0nSdTOjyvYvM9mr/tHBZqCx1R0jEKYVN+QhzX2npeAIMv9EDHSE1YOIY6LKeXwKtALK05gBSpW84JH76CDUYhBYrFsxpgoVTMcT8PwA9U4LwUaAV868ouirk4cnlz3fl2TQUkXJrUWvVHIpOS6hbOwhn0gO9cIOWmgI6ITApcmTJVwJz6MUVxBpTFpvAVUl483F1E1UjNp2fvJdjPs1ZU6jbJQlwdrwm1j36+gnwRrHUdNDYV6xCBBKdN8HgBkBvORRtvLo+OqI85oF321LgLXV6j6dWF+AKoMENbVLIx8rXuOGwSrXotdOE71vvPHGgF47PbfZ6/1+QezSWJB4vyJ2xza2sY3tfrEUrMwAmvI5TIQRMHm7Eru0b/3gcfyXn/k0/s/ffQ1vX1jDiQMT+NPf/CgePz4aPEH757/2ElpdDxPlnPi99Glc18e7l+uIC0+MBKowqfWlt69iaaODBw5M4qFDw+TnDzx7CN/40Bz+4M1lAXZ8+MQ0jszcuD5v+uzd+hxmjEIpG2Fy6LuSZAsiRSbM3wnuICCl70fCVNLo+Mg7JjzKA1FW5wP78cFDNfz8Fy/IerJgEH7n4fmyxIhZa7gBfuaFC3ipXYb3NrXlVe7vF1+9KrEdO4zMMAa9h5pj4gMHq/i2UzPImfqO3Ydb7dR0Ef+PbzslYJwUcJPuVxrTpOOSjSu2gvH7/f4AjH/27Fk5r2liaBQYfzfjdrnvBPo+/fTT1y3Ly33bny/KuDOJy7iNdNAlk4w2TLJTajYQ0EoWrJI3DDwzNYHPr6xJZ5tQV5smLDJlkkWQgKKB7KwKZMlUws+woEEa7n15B4dLRcw4Dl4mWMynDOnmxDDj13DTiwmEZETYJgnWKBYpH+6PTjBI0uSx7eME5Qh7ioLcb/geGr4Lkv9s5ltU1Nqv1jew6lJ2KpJkeC8K4MWBzAUCdHKJ/yzSwQZQsx3F2qEbON9pYymR2DV8AiPIMsnUcijyM/lqBQemp+B5LrxeD62lVXz+3bPiL+5VKjOV6hl5jpOf/ISiR2dMqa7bVa8rXX81K4d20Mfp9hKuuk1s+B14RgCtADTW3sa0rSRYt8bL3C7BKTLHrZIs12PsDj5VPIZW0EY/cnGlvyJSu+1IMbQwvu6EPUwwpuI/ykclkrRpzGOSlUUKZAnluRtKQ8W2U05gfNiSuGxA089twBEq/m7YRcW8jq6HHYw5EeYnuKSJXsYzvN4pz8DnTTbRm73eeQ/ZiwTyvWBjZpWxjW1sY7v7ljKSp7I/Ato0zdsHVhF6bFvla9n4KPJ79O2MLYLqQxO+Pk01XtI3UqzqsbCTzy9M4dD+IyIzsv17/JfIqmC4fgJSiqgkkvKBYjaBkju9UduZWUXlgaMwhOf5257RKsfK3PbwuwTScM/pa5TNCfEd26Fi6U73Ma2ljZJ/X3XXcdlegmf76PaU0gC6lwf+C33HSaeEopWXRtmyWUXeKAjAg6Al5lIJWtqpRsJ9WMgvyLK14WBrM/FW33MrsxzB+ASupGB8xjppTHO9jNLZZuJnn332usG7jmHiaLEqgPFO6KNq2iiYljCpcLTpk5P9ZKsdKxex2OvjvXYb62yw0Fh7U9I4AsKXJlcVozK+4Ixgva1gmgJ6n8s5wspyvFwURQICOyhrlYjYqDEX1kaypwxGesDSs9VSqRs2m5dMbl/58FvrLelfjLNScBQZKwm6p1wrayxZzEdMplPfx+8sriJnGigYJqYcS1g1WQvqJ3E4GVYIZmHMwKYGxs1sNCDzy5v1DtYpC0QgTKcr88SLGfNrwtpTmynilG1gtd1Grd8X0DbrmymDOpdrAZCkCWDX5iMyllARQjUeMF4lscD5Th8nygXYhoYLnb6AVt6od7Dh+fCsMl6/3MAjnQANX7GHZi2N6ZmLoPTSk5MFWfZqnOfPz5VwqpbDhbaPix0XX1rpYsMLURdmVE1+50LJII4v94GsN+n3F8oOjkzkYZp9ARBN5C1MbiiSgq12ptHHStfHQlEBVWjMaZCR9WsrXXzTITI03VyNhPvEWJQLm3l4X0hZV9577z30ej253tPzys+l13ta775fwCqF62CMud/svgWr7MX40GNhn8k1PvRSLaf04cWbz+2yom3iBx5fkGUv9sZyW27INjXDAiUtQycoZ5m42I3l5kOK4NSYZPrZL17Af3xjSRKiUgguWPi733RCQCs0AlOemr91NKc7gVVOVh38Jp0gdv/lciJblGIveXNLATKOwa40SDKMN7hn58r4vmOTKNkmvuvIJP75G4uic2ZlEJ9PTxdxorL5obDmdvBq/QqCBBWdqqopWZUI6z0dr63mFCCD8iyaht+/Usef3leEe+ZNYdfZK9BDkMOZv68FVBk1ZulNkNukI8OkDxHDKQvDXqjoaEzosgDO9fCme6NGcArlh7SQ1Gs23NAVqZtUO7tobi5Ks0uvFbREJkjTFZKctH95srTAFXmYIctHipZNKAaZFE9cdCbghJGFzCRQWt38fSjeo8Ap6X7I7yITk9HSEkYOBY6RB4gkgpXO9ya3YDPVSEI7pzoHY0r6MDhIQB6jghPltCvJIgI56LgbAujhtcaNpftJijpbwC8WTPTinoA5vK4PY5pSNSFCzZOCBa/vMCbcxxOx+n21OczMTgIPQIpNnBcsPDBoY3dBOm/4+9bigY08umhLYlpnAlfm6VBfMB2qrDyS6I8SbiTHE4uUENljeH7lfV53CNCK6nAMUsIr5pLBPEi015lcvVFTaPqcMPWsYUPQ8AxaOKdID0hd00v9KzLyBJUwmVwzK5i2JyTpu+yvy3pIw0hQSzfqIZzWhIq7vG3eJveHEQ4dgTC3w0bpKNIpIrMXQZMMvNJEr+zLfQJWGeu7j21sYxvb3TUm1NixRbDygw8+OHh+3M7EbmoPH5nB3/uxb9zz57/05hWYpvKR+c/3fBiMB0wTb13ezgJz9modP/KP/gveurguHVWWYeCbnjyEf/FT34ZyXvkcUyUH3//sjfu+O4FVsuaYOh6ayePLFxqoOLqAz3V9CLBmMoU+BEEkbqChkqccpIaDtRz+3DP78INP7RPf6xuOTuIP3luT2I0xkBdEsu4ff/7QNp/kP761jNdX2vBEVnGY+yOjCperKx3UW674ZARM/9Zby/gPry7iJx420F5f2bH7cJRlGxayUqY0OVfXiGmYpGMMxSUF43NepmB8+jdponc3MD7jb0oM0bdg9+FujA27mcS+Th6z+YIkNAgyWXJ7Avqgn8tk5lYvi8CWlt9HydTQ9DTplP2m+VnROX+rSclOpR3O2JGJXHZ7BZqOpsuYBFjqhiibZPXIiVwPI5sHKxWs9l2RIyIDiwJ0AORbUQyrOwNV0pcqjoMGabgNUxLLGVz+ts8TgMMELRlQ+JNJz1EZjSihxL7S6+JQUSXeyWLCOcuuQy8gS4yGoqEA4pN2Do5uig48GUsv9VrISZyjIa/z7y7W/L6s29Y96dBc1HUcLJTw+P5jqB3JS6GBfm9WKjMLxt9aLJm08nB0A61MmJcVkOWUZJJewBzJuMjnREa4L/vJ5P653joaflfionSgVt02eoErRQACU7geWSuT91GAmdzNATwkRrEqwsrCPZuwKgKeV7FjgGVvDW7kSTzD90krP2NPSrzC9xi7yP2R8xURPNNFnNvO+KQaJMiSO7owkKXuv1WWTfSSXpvPmBSMT5AZr3eyR6bnle/fD4ndbHJ3bGMb29jGdueNz4uUQeOpp54SnzE1PkduZ0wj+dLYVCCVPVi28U/+JgggAeFbjg0j2v5cDun9aYoJMjU9tmEkMj8CypHM8a1pmk6lTbeaCVvGMgxCOI4NPdPcp6KzIYAmRUgrJooiatak1An4k42NkrOnE5z4WLbuoGRs9qFYe3mvc05yxoP0feKSpbnXqVxexqYdeJL/bQTrKMcTeOel05LzJnj9eljjb7RGkwXjnzhxYhMYP2Vh2CsY/2abiVNjw/VsriAsgmSJJBB+1e2rYwNZNivbct1Xex3kzQBVh1JLsTCrfGR6Em+3Ojjd6ghon6NZlOK/JqwfjG8ozcO/ydxBwAsBLq9uNAS8wliRrzOW4pF4yWf1RGo1GcDtY5rMDoL1HdPAehCiyPphmpNPPpcFwbBGtOb5qHse3m5GWO67CTh9y7rZGA9K3rgohRZmK46AcaiAkJP5EqLNGirZcqQpJMa8kxNJpLxuCZvmhuehHAaomQZaEXC26wojDUNjAnhsNqHaFp6dquLxQ4dFoijN5adSmSmDOpdRtbujRcqNqoMcpT9AjQFpLE4aI9JmbTLJEJjCtS0GHpb6HhpkXkmqVe0wwkvrLWko4HVTTZQqaAQG8ZzOJMyuN2oTjomabeC9Vh8lS8fRMqWXNQHXLHZ9/ObFBg4UTKx7rIsRKOXgicmCEAx8fqkjYKZijvM2ks8so4S3mj6e3dILwNyIsKFumUKsAbNxgssOikM3bLx+0/NGI1iF55XMK1TCyL6fYgbuhzpNJ2FWeb/a+xasQko5oht5EyFQZetD704kd6/HCNigMUnLJB4TEzknh47PG7AuCcqs/buvLeLfvnpVOvAUei/GUtvDX/+tt/Hv/+wTmCrc+u6WUWAVJhqj869jv1PG1cASZGB2T/0wxkYYyI2XbCofP1DFTzCZqyUda4k9OV3Ef//IPH7zwgbOida5iY8tVPDtB2vbHvgXuhvoBYoKmMbjt3SFpuR4vLVehBsqamP+52kEsYT4lXNr+BsPPIAjNwD0SLsP08TuXpyg3RI/hw8f3pWKjkvKrsHX6TQRyPDEE09scuhv1AgSoO51028m1M+GsKZI92fYR9EoDmiG+RmCMGwrPWY6Kh66lLLRciIlQwAGwSBynOQZSdkwBE1rCFOHq3Vhx2QciRQVYZiCXBSiW/lQCkRGZ9oQerNRyFT1GgEztkZHpS/rZxJPHKitX5EEp3KalYBR9uk3KvFHuu/hpmUfmWNOpT6FWYWgFTUSHDdK2ThaHu2oqZxyMrAIUCVInBWCd3RFsci/jRgVraAQ7Rq2yUiliV6ecz480wIACxKcF6RPFKRypiORIBkmR0W+R5heUjR/hp5PI210X4IjD94AqJIdC84HP/Rku15MCn91vDyskla5IarprcZOQCZvqfU+OIZkfDfCBhzkJUBSGu2rEuDwPepSdghQIWV2Qh2IgoZznct4rPrApm1QTz4FpqSa8ZzP/Ls2gnryVltWR5HX+1Z6bYIpeR8hBT7P772MiqUjlDpuYxvb2MY2tjsnA8TX2dXOYPqRRx7Bvn37Nr1/uxO7N2LVkoPVZldJgxLsqxviu/Q8F5XCZrbEMIzwg3//14R1JbUgDPBfvnQGP/m//y5+8W986pbv305gFfpcHy418IZjohvG8N0Alqmhp5RfUO8pWjcm8hxLx7/6s4/j6UMTAszPPr///refwr/5yiX86mtLaPYDPHOgih/94EF86MhmUAkbDz53sYFuoDSyxVLCPIIS+gE2mgqoksZUQRjj5csN/Cddx9/57p27D3eza3Uf7sWyYPwUnJsF4zPWSSVQ6d+m48OEMLsnGYcTqHKzDKc5+si2g3dbDQGLMLakp88ORPqIBJSwO5HWCXycbjbwuaUOzrV8AXlwBryw2Bemz2emqzhWKuLdVkuShkzAhbEhn2NX4WzOlm6v1+sUxdFE/nbVpZyOAjIV7VxCre1Ld6AAjEIyLhrD85tN0hLYIoljHR+ensW5bkeAJQFjZOlkVLGsygoo4zFd7XUF4DCTy6Huu7tAFRRFNptI2Aks38+wdnO7FdNAL6JkTigyQY4RYSFflCQtt8ENM1o73+sIiEUlGEWMSNbNmIMdjUVDXddbZaRSMH7aQZ0F45N1hewoh/NVrHm9DLw+6U1IfmNuhFGA6vdVxm23Ah95rydg+1bQHwJVBkdPcE4gdOrd0IUZUd5UE6BK3rBxIH/zDIu0pt9KGnSGuReWoephE/3Iw4RZkViH4JRe6GJ/bhaNoC0xTS9S509iGi1C2+5jzatj2hneK/jdvJ5HM2yJJGt6LakmAn1kd/OtNj5n0vwELWVdYR6DOQoa4xrej3aj177blt6rOA/HNraxjW1st9aulctikZA1Gn6ODJFbfVg+a25nQ/H1WjaPmu6XAn6kfvPm42VmWGSDtjF3e9BieqfmHanRiCTNy19DYc5BbbYsuyk5f6nKKPB0FujKvPqMwxrN5niGoJQF5yA2/FX0oq7k+YtGGRPWdpnDDb8hsothKrO0Jayt2M6m+o/4fHGM9XAFc/vn8MCxGwN6XC9Q5Vpg/BScS981zdmmuXjGNFl2jVvVTJxaxbKF8fBCtykxiM3aSEx2dProrsQxZHikUTLordY63m610PJ9iTPO91p4VVvDyVIVH5mt4UrHxZl2V4AddoJJcuNIAOtzeQfdIMAfLa/KGJJtkqB5AhWmHB26rsDgq26ijBBTJlQDIe9b4w7OBM5sVoOmcjl8w9w0XttoSlzBc2JHzMcTnJ1KmmLApsLYjeoIlAC62uuPBHmkf5MhxdkiV5We7aJpCIi+6ZM1McYSPDnOx2olvN5oSuN8T+M8DXGx78mYCGuMrppF2CjDVbP2QeAQLZvLzzKok4mH8yQLxmeDy+FSHhOWgWWXkdvWI1DAD2mCkKbtpP4RQ9hKlnoeZvO2MMs0PcWVqeJEdYwct04QSMx7tcd5wLlBBp0YD1XzOFi8+fov2VOudH1MOobEtalR/eOdRh/dwJJ4mTHYS2td1L0Q+/KWSBZd7QZokVYnOSc+cvjtxR6emq9tqmVTNqhg6XKM1YRtlueS63pgIi/Sx7fb+NzJNt+QdYXxDFljGSOkOaFRjeP3Ivu9do/u383avRlJ7sF2OyEs/vHBQpQk9elGffZeS+5+/Ngk/uUXz6PR5U2VlFAK+ciOrG87Ob1Nvudff/WyJDm3BeB+iP/Py1fw1z585Jbv41aKOT7ACbJg4vynnz0hOmWfvUQnJULJ1gSBp0rcZGxgogw4ULK2AW9Se2yqKAsTd4pAY/Tn2BXGonz23fSh1vENdHyydqRvKPCCFLo1C73S9SemtnYf3qgTtNX2QkXHByCBV7wRkVLuVhWMSU/MpR0w4aqkcEjFRwo0Mom4kYuCUZDfCSxgUn67/E8MH30K4aCAcvK3i0hT54Z8Kly3FGEkyRjCpY64xk5TorapScg5TkeVyUNvwJgiCG+hKx/diUjjNpkktfWcgBoaAmjwE/9bbTMFchFMIg4sfyaSQaP5tZWlCdIoSQRyfQS8SFKfmNgIcNFDTndQ0EqwkUMn6qAXKaYSs2gI44w2gqWH1zaBJSm4Z9u5cRy5prhwn3n+6RTx4cl5weTuxPQE4lkfccJ0wwnPgpAcG/8lxzcIsISOfHjtOnoebtQbfeBkgEGoNFUl5PIFmV/QS/LarbC0NzIbAPIVdiCm+qA8LiZ79UjHetCQ3gNf6wM8z8npU+dQx3rYQD90kUuS5bSaVcKEWcaa31TU24Imp4alg9lMEvhO2VZ6bSbu6QSldHRE8NMh4jV/ryV6x2CVsY1tbGO788YEGdkJeA+mdOWoAtu9Fs/QfuBjD+J/+eXPodXtSXcV/eZmz4NtGfjOD5/c9Nk/ePXiJqBKany8//oLp7He7GGycv2AjN0sTcam45bqpC8uLuLPfNMzeP45HT9PaZ5LDWGtfI+FZWqqJMbCf9nUcXiyIIwpW41sej/+ocP4754/JEmmnSRY2T200Q8EhDLcueGvvR61vzd/R8ALMfDlhnXTQJVbFc9kwbmpLnwqH0JgCi2l2WWMzoTvQw89dMu6lhZyBbzXasIPI2iCfI+lO5EU0Iv9HmacvCQeCVx5ea2L0w1PxnCooR7jctdH80oDD08U8MNHj+C1egOn2x282+hLsnM6Z6NikUkH6IchPreyLjK3TCoyWVg2DRwoqkRpg+CQIJAY3jJNAWQQDJL1+s1MovVgIY/5QlEWgivOt9v4b4tXxKdnYpjj61JHnAlm3UBRN1E1yYhioO6n3bGjwG4K7MI51I8ClGNLxoFAGkboZDQ5UqygGbDjsI9Zp4gD+TImLQcv1pfQCFyhv2evXz/g/youY2KXyfQe5xDBKlGIut/HjFPYUSrz2LFjcj9Lwfj0gVMJ1KhGlkVK/WyRlJX/JLJLQrb0SOPB64xbGTswxskyswzYJTl+sY4TpXksuQ0BrO/LTeBAfgpl89bcV1TstdkoH8ttlfUcnATEYuuWyAYt9dekqNOJuptEdOWotAhX3ZVNYBXahDkhMSZjcmkmYUtCHKFmVpHTtssl324jwJ5LSq9NiWVez1l67TSJf710+rfb3u+diGMb29jGdi9aWjtg7ps+4Ci2insvptFBogf6GNlagDLmFzf7saHmbgOq0OSZrXnQ98jocjNgFdYNXnrpJXn2PrDwEFy9i07YUrlsNiFqWehvepQqVhtlBMTOOwcGTRU7Pc+DiP7waKARv1EwNxfT0/UZho6Zg1PX7SdcS8r0VoBzT506NQDjM0bMgvHp0xKgf6uaiWlkC5yy87jQbcnMomdLEAXjGNZM1tyegFXYiL3sdoURshkQUj40+tJvteq42u/hG2cW8NzMFF6vN3G61UafwBvLwmTOEblUR2PTZw+/cXlRNWV4PlqBhgnbwrSjSwMuCKqOyBxpwDJ0YSDpEXCRbI/fIxCFsRB/fmhmEkdLRRwqFgRc8TtXlvBmoy2rqmiKaaUnDBoR5h1LQCPzOXsgU6trCsgxqlQjzC0CSAlQsigtpQvbJAEbh4sODhQdAefEkYbjjEmLBURaiDXPle24lokNYW8h5J7xFec3a0+UTo1RcQxc6rl4Zg8M6rzOOC+uXLkymBf0e6t6jA1NtQ3zqkyvKsXqqF5TNaFMHErAShDicCGHi93GIK5gXTRVCWABhNfwAxWy3xgi18M48OGqkv1J5YBuxjjuss9b1kWWF+JQZvOWjDuNNetzLSXp817DkyYfOYecNgLQAy52fJxpunigNgR4zRYsPDVbxOevtND1FfNsywtFBuij++88MIT3DZ43LsQPEJDE3AXPL2s16ftpneZekjztdrvv64bie6cadguMDyoiG1nwJ4VYSvMzyu41RyhoruHbJzr4z6t59NnIFBB9GOGJhTJ+9APbtd3rffV4yF7Lwt4Wx/jj83X8tQ/jtoFVuA0CKihrkdVJ//RDs7K0vAA//tvvCtGdaehywyMqkDTYv/HeOr7z+PQmpN627VzjBsUOq51wBl6okJFim5ECsh9Xuh4emth7giJ1gFJn6nbRQY2ioqNDRIACUdwEMKQJ3uvVhd/JyJBByR/+TGV7JCEauULjx7Y+OhOU/hlF9UZTapwheuigrNVgxTb6aMvrW9HWiWaPPARFG12nRBSd64CZfxiUJSJSPekkTD6dGaThLyVUNul28xhyYQG9ZNvp54Q+Gra876EPI0qo6Ih20HZBqyROu4J/ENWqJ0EK5x8d8VBAMhPGlDCAtMlSEzRknLj/PK4hWGaoCZoe1U4m1JLoCaMJP0UAUbVWFfBCOi/SRK9RDmHmyVqTAlJUEpdSQ1o0lGFSzDLsbk6YVpKu0wGNXzpam4YiRk7Li9TTtQKTG7GcnlPnJFbsKjSOL/+R9SULYhGHFR2KJ6FEDU7TlKQ/6QLVjrFwE6AZtDeBVTjmJ4r7UXLzWPUa4uxPmxUs5KYEsHI3LdXkZaHpySefHCD4iehlBz3Pc0qvzev9biNmx4ndsY1tbGO7s0YAM7sPGYSSIXInBgo+S+6lLkTuywf2A08dKePVix103BCaFyHv2PhbP/wRPHR4c0Lvt79ydsd1EdD8pbev4pPPHrvl+5nSZjPZyHHmfqddnpOTwM8erMnnfuHz5/H3fvMtTBRMYTWhz2EbOvp+hF/6wkX8zU9uZnXLGp/bW2lus8YEDf3hbTKWyXcCtqBtMUkAAVjvjgY832mgyijbyq5B0DXjRhay0+QKE0CMaW6Vf8NuxKqlkp1kDJGuuJgddK6AKfh3V5hVqIW+FZquOD0IQnl9o4Pj5Rw+Pj+FhXwBq70lAaqkGuFyPJ4v1NH7C6RjZjeYh5Yf4nybNN0x2i4TxxoizUAvBPIak/QW3CCAEhkiW4qKd+cdB99/YNiNSX36o6UyDhaKuNrvyrlmspJSNgVNwxPVCVzqdSSu5rjlDcW+urWBJWuUzuTYrHvcOtlGVSwyl6d0r2KjebQ6jeOFmuzdm601AbdQZoizjMAekR0drE/NHf7dC0PZh1GSqq3Aw8VuU84Bj4tAGM4JUqVzDvIex3jmysoaggoQJ6CuAeAkobmkJGz2fElElcSK7ItUYP3N184AsCLsqxaOFGZwOK/uPbd63lPWh1JABI+kzKI+Y1spPGyON8isshptDCSNkCajU85w0n0HQ+mx1PJGHvucBWwEdfTDnsR4FauCqjFkLbpbxnsp7ydssmARkmAVxjM8t7zuU4bQNKa5WTalmzXef8bMKmMb29jGdmcsZQnnQpAKu9l3snuN/b6+Ucfp997Fw0+chJNzEPip763BiLYXLUcBVYbv3XrJvq1gFUqPUzKWTBDMHQvAGFWUjKqch9VgkdwvGREgtc/MP1MqngwrO9lefI3djn/Ut2UvNIxuotxtOzcgZXqrwPisNTKeYb6W85U1G8aQ9HFuhX9DNsBph3l4Vapl/MK4hoyR9KtpZFuhDChfGzXiHBW+9wcrV/HpQyfx7fvn8d+uLAkLy1yOAp/K+lGMbhjCgYEDBUcAR72QcjuKfdIPAnhBAMNQzeBezIZjguV1dCOyuqv1EKhCRsaPzEzi4ZqSK2JsQZD/E5M1LPVdkathzMum5JKlYcKy8GBVsZ7YpimNIDmD4JNhlWKz969sxrGljrHietLswf0vmQYmHI6RJwwjD5VrmLJzqHsuXm00USRLqpvUWuJISYsmIBvGUFw/AfiUPhpV7aOffr7Tw9l2LwHXODhZLuDo0aOyZCVQO10fmmlDjwkNU8bwhtsg4CMiiiM5IGmvSIIeqf0YSgone9xZaVS+Mpe38NxM9ZoN/jdiEw7nnoHFXoBchjV23Q1RYJNEpobL2PCVtT56QTyYB9xFnew0ArBhozBwuuVtAqtwnZ88OoGZgoWXljoCVHlipoDnFso4lvnc3TJe04xbHnvssU2xKvMWxBpsZQi9mzFYu91+X8uavm/AKgw8iYBKKeWy9Fz3MliFFwD1z9hh9EPf8Dh+qFDFf3ntEt69cBl/8rlTeO5gbYeOvO2PJZElIbVXQr90OxwhSpS89tprgiIk0wcLqlvtnfWeJPFyFpO0maKzqaPthTjT6OHhqRvvaGFRO9s5JcwtMQEFfChuh2GmCS0aKcb8yJPElqVnJEjuYlJ3lNHh4ZzgTfDBBx+Um+RWKjoyNDDRe625vpMJ6wm1yHVr23HzPZpIyuwyRsk3wH7BftyBQ2kbmIIc52M2dYNTgnMFkki7CdUe8C1qaWoCwFHjrBKM6huyH2TYSJhaKBGTAlWyltcLAsgg0CO9Pvg9MoKItE3Uh6Zz7whYCRWzyVYPKMNGQrAGgRN+TF120rVFQm1IKZ2CUUTJKEmXnCBrg7bsK8ElXtyBYRJpn3bb8Z++BapCXcTNCUyhy47rItOTuvpu3BOQTVmfkPPAc01wGBO95/x3EBBUNFxB4rRoStLJiKHHutINTeSZ1PZj0R7d4VSKkSmG7Cvyvdsw7wlUmbQmsSqUkj05rwQAiUiTZg22yeuU4CeFLB52LzJpX7FIve3JfS8FFW01SzdxMD+LA7mZ23YsN2rpfWUneu000cvAnoFPNtF7p1lXCFbhdsc2trGNbWy33rY+my5fviwBMdkIuOz27LpX4pn0WUHgB7tO/v3f/zRePL2CX/vMi6iWC/j0tz+LI/PbY4YONXZ2sY02faJbb3z+UqKEjACMZZ555pmRz9Yvnt0Q74JsKVl5edL4/tHpNfzNm9gHiTMGIIPt51hY8rZ+J91/oVOOsdKjDI2G6dxQHuR2SJnejJFel/7M448/LqB8xjNpspdzJY1nCMy+ETA+AQIEUIgyZOYcepQYpQRncqy2SNYk9NGDCHI4pqIfHkb4zNV12AZplcvIUyYnCFG21Hr7UYROSDptTSSI2N1YMgn6j2Tdoc+YQUe5kJM50gpC+KFK8NXsHHKahoVSQZKjhwtFPFDZrEGfJqafm57Bl9dWUfcZs5JhRcf+QgGPT0yiIUwoHoqWhartoO4TPJPyjyjLnl56mh+YmBXJIEr5CF23wdiZjTE6pu2CdG1yTjT8Pjb8PmbtvLx3sa8ALmlil8Q1jKPUGCpWx5JpoWZtjmnI1PLFjatCTc7x59he7LYUKKZYkznI646L3pnEuZX3NjGj0HhX46gnrQmDbaqkr2pCWfd6sNlUMfxI8jkVR/I62Z+vJmNye+b8hFXFht8U0HwaM7Ppw9JMiQtTowxQOyIQZUtHcyIHlR4fWSBHGaWA8nZeruV7KZ7ZGtMQ8MdYlUuWIZTAla2J3jtNr80cCpf3cyfi2MY2trHdK8YiLhki6W9T+pE+4G52L8U0LE6SMYESL3mzKv7d+TPncOL4CRi6PRKku1tT4u7v3XxDMX1q5g1ZZCUweKuJRD3IgJ6FqqR7FksOfTewyrWM+fWdwSrxjkAVOQZNFz+WCxlYbN28683EO22bNRo2ErMWRsAK4xk2GLNGRp82zeneKBhf5Ew1DQVjc1xHJhL62zSyhjN+TFk6Ro062RgZQ/zHS5fwyYUFzOQcvN1qb/IhRT4oYYfkdhnrGHqMth+g6/lAFKCWs2Aalsi0EKjBsLVsWSjrGmZsB1XHkrjnA1M1VEewTpBl5anJGt5utATgzi3zOJ6crKJqW3ir2RYAv20amM3l0Ava6G8t6WWGcdIy8cGZKVzs9oR1kvGMldRqKqaNhVweNVvFJEsum4BDnCyXEMVdXCIzIQH4Sc2HABuONceARl/8SGkz6yLH68trDbxSb6mYXQPea3Vxut3Ft85PyTFkmzS+cPos1lr9BLCRrCNhpmRsyW2bwnqv3k+bIWinWx1poMie0+y5JaPnyYoCJ9wKJpWtxjnw/GwJv32pIYyjlL71KIWra6jZxiaFjC8sddD2VQ02axwi+Ziu4moSDWw1rofgFC73WkzDuCXNRWRj1ePHj0stPK3R8D5Ay9ZoeF+4k9bpdN7X8cx9C1bJTmg+IIggZQGXhf29PLDuhU5EBsukwuOkZ9dkSkn6vQ9N48XueXz48M5SFbxxMAkmzFBpF1FyJ3tg+vagq3gj4VgTvcX93QkkQdaUAdhgC/ML95WIyZsx3phT+EkKh0hvigWLUi2btz1I7PIGbK7ifE8BKVTBfBoVc2LbDTLrBN3ppC5vfpzPpNblTZHbHkVFR41Eglc4b9JEb1YX/lpG6mRK11B+x0ocU8r+0FnkezSOEZeU6G3Tmrc+mAT+4QrAIxKF85T4LIVoKNAGIRMmpX5knCOYpg7dyEnCl9vi7KEzTbkgxAZsOHC0/DVBM3yfjCuB5okrzq1RvobAFiZTXVgCqhHQi2wn1dRTPZUpojW12OcDykBeV9elznm7JYfORC8pmftxX6SGBOTjm2iur6NcINKSX1FjMMAIE5GsFeW4skZQCoEqqusxHICyQj2AFSu5ocF2teTelR0Sub60QWDI8aBmqAL/qCtGrgGCiZLxUTqJWxhWoGHKnJHvc9y45xyzW30N1IyqzLtW0JJ5V9VzoiO/7lOjk8UXS2SmOEfU/qcFBnUzka7ZFKsTE1y0s3NwLzlAoxyhnei1U93UUVJQaaL3TtBrv98dobGNbWxjuxcsK0fz1FNP7YlW+F5J7DI+YEzD5xYTu/SdP/LoAVTiDYkXRgFVaN/81GH88mfeHPken2yPH529LftL34eJRfrZuwGCis4O/k+s3rsZE3aKEa4tCQDp8tq2ATdh0sxsVmyiaOMfffWy6EszLjpadvDdRyewULDviJTpXozbZJzCuUEwUFqkyOrCM+nDmIbznnEx/Zo05tkrGJ+yNNO2gwvdtiTAbN2QpG7T9zGTy4kcEG02lxfdbdfj9bIVGkFjglgl0b663sS+Qg6nKkW8vN6UOJPxK1lV6BvXHLKqaGj5ERp+iDhioj9CpJmoOJYAWdjVt8bElueLFM2+Yh6P1qpCTX2tc7AvX8An5vfhSq8rnX7sTpzP5QWUc7JcxZfWV0TWiMlsyqrGDFqy0ppJzC0Mk5ou1Nu1XBF6oTwyTyKA+cDDYr+LTuChnLMx6+TRjw10dA1rugKHkDKcbCwi4QoIY8vD5SkFFsqs663WugDKSTNOZhvV5Rng1cYK9uVKg45RWi/wM/w26ZlQJtr2bMIxdEWKmYDved4IpskblsRhjB+FATN7PjWgZuaFVYX75CcMk7sVQW7EWDQ4lj8g7CoNaV4AyvaMxDPdqIeilpc4ph40Vf4BlIrdfF2rBoeEGnwX1s/7LabhXCMIjQuNOS/GM7zuyRibSkHdKXrtVIt+HNOMbWxjG9utt+zziQAVAtjT2sFe7u98jtztGg2fZwRWkqWEvuugYUuzce69izh66ARMZ6fn8E7QgfS922NsdOMz9bnnnpM84eitKw9qpz0bDb7Zu6Ug8GzDavqOSJgy168P/YRU2oR2udvCl7srAjigD3+kMI1T1YUBW9290ExMFgM2x3N8H3nkEZmrjFNYyD558qSwyjGe4ULgEAvXaTxzPWB8MkUybiG4nL/zCOlH0ygRlMY9+/NFvNxQDRWjTESqJE4J8MfLa/iWhRlhMSEjScUiyJ5gFcWuWLMtYf1Y90L4kWJAoZ+fNy1YpiUxSMmysdx3VUxiWyLzQ4BK7RrXNdf/3LSSBlrpu7JPC/kcJh1btrGvkMeFdhcli6z/iUrCEMe0yfgapVmnTB0zNQV2HhXTMAbc8D1c7XUFgMIGg4cqBfgrS/BKJSy7gciZcvsdSqOytqBrOFEq4mR5c1P9mufjtUTGiIoDAthBjHPtLl7asPCNc0M1D46NK/XDzTUWuTYoDRREwhrpxYq1hKAVLiRbIWCIrIyWru6jZCyRJu+k5VhJLFUx6VgCmmHzBPc5G3/dCjtWdvA9hyfwRr2HlX6ACdtAwdTxRr0vckAVS8d6P8Ban7W7ITNM9r4nmJ7kBFZs/b6KaXh/2VESzXEEc8CF5zdlXWGTGfMYjC3SeIY5j9sNpOu8z2s09y1YhcYJwgcBC3hZOZq92N1O7qb03nzYMSGd7ebby75954Oz+PevLcrv2Vozr/VPP7Hvlu8vi6VEF3M/iYre7WH74GRBtMgWOz4K1rBjiFRih6sOjlZvjt6pYCiaZ+VU8fadUBPHpM6KMVfoY7GT3YZymPYVQxTsDuKY3WJMZAZY9haFiqxi1u6J7kMi9IjgJkUi6XT3QkWXOkWpLnzqFF2Lio7yNRWzgk7YRqipqj+BFUVhDLEH2ysbZTTjjS07kv7QhswnBIUgEO4TO87Do2bnQEN82IVHnUzSorm+J6AVPvlJo+0kwBg1X/hIjpDTSteF8FZUh062+XUIZNEr6MUdoTgkF0zWiR4gu5Pkq2KcsWUupAFT6gylP3thF42wIcAKL+orbg+R24nR73qIQwORHsMmbZ4cDedUDC00AeqXb7mEyOBCEIkn3ZFDEA2Tq9wOAS7pXAwThzULtMmyw/BBqmBBw049mdsRb/rcfwJ51D3H1zzJkKarILOJoxfQDOvoxh1ByfMcFPUyCpl9uFmTuSwMNUOHkIlmpmmbQQv9wBOOGJLocF6q9waHqPZVqMm5Ll20G+8n280RylpKn50GyqkUFBO9WXrtNNl7O+i13++O0NjGNrax3W1jkot+HJ/VqRzN9cjZ3K3OlCy9N5N3W33XdP92sj/5/HHUSg7qbbLibbZj+6p4+PDULd9fyu3Rf2ZykWCV3exTj8zh115ZRM8LkbOUD0gGSw71dz++cNP74xgaOlsYIdR+AoWihU7bS2IT9Xqq6W1Uc3i30cfBki1Jodc3ethwA/zkY/MoJnrSd7P7kONL4D0BKIwbR81nzg2C7blwH+lrENiSgvHpd6QxzbXA+Av5IhpegHeaHdH9pjTN0VIBhwtDYEjeNPFIrYDPLbeSb23uARVMOqV5Cha6YYCzrR4+Ojch4JXXNtoCOmGykFru7CJsej46QQiDFOpkcaHnrZP1L8SE4yBnGthnFKDrfRwu5vHJffOSYN6rkSXmRHl70eFosSR7/nazgbrriRb7qAJJClihrBDHYBRoSV5nl2C7Lh2I3dAXEAyTsQu5IuwYKBkWCjkba56nGgfCUDovZ20Hj5QnUN3CqkL9+FWvJ/u47lPWNE7g/DE2PBfnOw08WBle183QU3KrGervoSyOjlCoqJN4RmjII9WgAg15zYILFzndEi14Nw4G62ATwaxThRv6eKu7hA1fyetMWAUcK06jbN66DjhTNzHrTMmSlQe63F9GN1TAe4KcFBBl9/v0VubN91NMw/iUzwguWXptFtmyrCuMaZgju9X3LBabaGmD2NjGNraxje3WGv0KFu/YYMV8dSpHsxejX0i/8W4Z82ys0dAIsMn6rqnPtFudxohthNr2eIamx/ZtiR3J0s/nKWPH3QBBzNU7miNNltk8csp3zubQm7Gc7gzc0AH4OOOWtnwXNYfbSFjUk096YYQ3Gg2Rac8bjjRtvtW6Kq7Sw9X99wRQZVQz8VbjXOH7XLaC8RkT0a/ZCxifYJ1DhQpebazja3WC5WNMOTYeLFcwmTCG0PiZvG6im8hOjlyXZmLKdsR/Z2z0iYVZfGFlHZd7PQE81BwL3YASlhqW+n3FMMI4QVQLyHwOtP0Isw4ZV1gnMrDERvuZSTxY2Tsznsie5nOyZI3b/djsNL5q1nG+08VK389ItW43S9Pw+ERZfs9eh5wP6UKQz1utugDm1z0PvVAB7GcsB6U4wMFaAa82ewgixVDqhhGKuo5HakU8XisKi0jWFnsuugFjixCdgPGHJrE7azs8Px+Zrol0E41AH27L1tiIPAzNpO02YsOxoVhTI1UfpawSK1P8/KRlSG2sZCXskXEg+8fYgXFo1dZxqpLH6/UOXt1oS/zJJoqHqgU8MVHexHpys7ZQsGRJjfuaTwArlzu+yALR8ialS4faAVkT8L0GTOfurvTnrWwozhrnPnMTXNj0xOcWr3kubIbierI1mhtVw7gWSPH9HM/ct2AV3vBfeuklCTp3Q5Dei2CVK1euiPO2E713SuW2W+L5rz53CG8ut/H6Cqm81Gu8sf6Zx+bx5EL5tuwvH6zcr2tdvJQt+omn9+N/+eJFkf1JE0xVx8BPPLX/ph0LPsAV+0YiqDIATig7OdlCGGtY7TkyNnwIHigB33akL4jGIA4EjEE6aC9yUffXUTZUt9/d6j7kuX733XdlrJ9++ulBB9K1jIXpLLqPoKK9UtFJ8tCgDjbHKdV7VDI5KSJaxHI0xZYisjkjLHU3+VmVilSPK4IcyJCSJsnFIdaUXAu3R21Cto6m2+KDe4i3IJuGiMLsOF7cngKeJAwwGMrHjDJDM1Ek8wp8NLEhqNatVIXq+zFyyCPv5AfzIV3Sewbn0Ea0LjrqOZ26jzraYRtddGDGFjRDgxu7KMR5YXthd10ndAWlTJek7vcxYVUwY9cG+yyUdFEgie4Ul56+TvYbN/YG7CEEj2zqP5QvKNxtyl+jALwK9JMeG4E13X5Psc4YJgSTlOQBIzqqtiXvrQRXERFUlPwLYg/1cE3QIUXt1t5fNp8jAwdyc+iFNXixBzfqYiVY2pbY5S5zJqV3cMKTKMn0fnSEtloqBZWl16ZTlOoopqwraaL3VtzD3u+O0NjGNrax3U1jEoxyNHNzcwJWvp5nQwp2p39ypyXiCOYlvTefQzvFYteKtxzLxC/8D5/Ej/zMb6HdpeSJSm5MVQv4hb/+qVvqh3N/mWxMNX73Ejt+06kZ/LlnD+BXvnIJLTdkGCGBxycenMUPPrP3JomdLG+bQH84PnK0ySEbho7JqTwadRdhIl9jmzr2z5dRqjGhSyY+di0ZkrBa7Pp4da2LD82X72pSl8lzJvuZuCVN9l7mZRaMT/1vJn14XTDRy3WlLJMEttC/2QrMXXd9vLrew4pL5hOuL0I/6ONAoYRcnlrrMT6/soGm72LS1rHubuLgSN1oWEaMtX5ftkcddPrg7NAjiKPukZ1RxdtL/VASnKQ4JhLc0g2ULaW1zrXx3GSlniZtexPVc9ZIY32p2xMmGLIG7s/nhVZ6t7E6XqrgSKGEz6+u4Fynm0Ri2wErtqbhA5Mz4jumcUwKbkvj3StuRyR6yqaNilOQGG3N66tuRInkIumcfKI6IyCeK/220D6TPWbF76HT9nG0UEMlAa1wL7woxJrbZxQ4BJgnlNtrfm/LPrK7MXMe0mNJ8SqkzoYhcqGUYqVxeHt+gAv9FemONGwNfXlPFykn5iLIoMJtNeoXhbmRLCy0q/0G2qGLZ6oHkUteux1WNAs4XjyEbtiTZHPQCVEPya6yM3iPR1Az7z9/+0Zimq302uk1z5iGzxXO0Wyi91bQazOe4b3/TgL3xja2sY3t68VSVhKCVZ544gnMzl4fOyL9RfqQd8M2NjakaYC+Jhuhtz7T0obF3QD4ujCMq8L2ZiN89tb6G3xWcn/5DKVvtxfmmrIxgSBYkTx6mktm9rhqKMn5m7H0+1nm/6w1fUqj6CjTV0w+QJDx6SbZLwh0DlAy8zBNA93Aw7nOKk6U52CJdMu920w8yraC8Rl3Mp5hrScLxuf7W/O1UhdqdfFu00VPQBJAw3NhoI/5fFFiCcr3/N7iKqw4zyqEqott6V9lNaUf6FiNXMRSB2CjhSExR9MP4DFvIGUEHe+02hLTpIVFguWlniN1D7XwamBcRLD+tOPseA7WXQ9Xej3Z3oRtY38hvytQv2Aa+MjsFJ4MqviF0+dG8l6mxnUtlMuDOCaNadKF8dob7TqagY8Jy0HBtHCh0xLWSIYIIccu8vHURAn7cyWc63bQDFyUTV7bEc52G8IyeaxY3cRYwvFqkUUzvWYYl7BxRAulYWAhr5QtGBepsVe5jLQulo4lYWFkTskZGrpkThHKSDKxRFjrtmVMC5qJRnIt8XMRr22DjJ0afndxAy2R3tGE7YQApM+vNNELInx0bjSD7a0wHu8HpildS8bQQBhWLrRWJQbePAsy3dOskxkaajfJQnuvgu+3Gu+/qRRUes0zpiFbMgGFjD3SeEYkcG9BHNJut9/XDcX3LViFFzITL9S/vpFO8rsBVuENlBOVD7wnn3xSHk477RttN7BK0TbwL77nEfzh2XV89WpLpHc+fmQSj8/fOkkIbp8PZjqbZH8h0pjdbky6Ub+7YFFOZfS2Hpku4p9+83H84cUGlrseFooOPnawippz81OOOoZ8SLJzK00uquyxMjYUPjbbQMc30PdNHC3beGjCFuQib6AEGkh3k0aNOtJtMTkeCYXz3eg+5DxkUoYdhUzq3mhRmOc9TfrsRkXHeUcwTKQHAtxQwAbOOQUA6aMrDB8WbLjoiXQOT7MZUw5IgU1kewNuEoJQmHpTD3A/dkWKh2jQTYQf2nB8xS0S9KeSp0lR3WTPUII5SuIqRAM5FGRfaNw+v5CVzJGUZkyHgRCT3Zk/+J7ah900Q7XB9lKErmw7CUx4vnpBF2FMeR7S14VC6VzUi+hEbXiaJ2CVklFCzayiE/bR8LvIGTZyScKeFG/UNy8aORTNfIZ1ZgQqNZG1ItBEEOtpZy3IZKMKJ+K0D+husvpXalwHDDimCStPUEwMPyAVNZle1MflfAjTNl3hngB2UnkohldkfmlHLZEjut0BAgFUeTiIoiIaYV3OdRaDz2PsB9RcVQntslm478AqN+oI7USvvVVHMUuvnTpGN0qvTUeI3Y5jG9vYxja22wPAp3QOu7Gu19KYgUCMOwlWoc9KEAF9y926+ficulaX5Dc9dQR//L99Gv/hj97G5dU2ju+r4Qe+4RRmardO1pRFSjY5cH+ff/55fOUrXxG/ru8xJgAKO8Qn9I3+3nc+iD/52Bx+760VAR1/w4kpfPzktBTEb9YWSjZWOp5oQm81PsOdnIWZORO+xyRjjGePTmI9oK/NxC11xUMBq6T7stoPNrEC3umkbr1el+Q5kzWpHNSNGOdTCsZPgblpPMOYKQXjM6bJ5fN4YaUuzCf78jnxmdlN926zi8XeZXzLvmlxHz+7uI4+k7FahILFbjqVPCSHMceWbCE8CxucrpqGddfFHy6u4sV1JgJDAVrQ2kEoQA6RwomVHI1p6EJhHfqBbIN67/z0suuKr/puqyMAlmemaqL1zu8zkcvk8OdXV4VaO5W5fNOy8MGpSRws7j7/2eVImSEmCxNszCDqUnECMOdQ+sgcGdOINE4QYNHtEe4vZRQmRactJVuzEfQRaDFq0HC8WMOcXcDbnQ3kdA2Tdn4QUzUCF5f7LZRMO+k4NNEOKHQTD0AqjOykNCIdm+w8ZCenPmRMzew9E+wplCgVk2WinFF/nFDG0xyLgq66vE4wCr+TMpfwciIAngUPxpQLuWExgCCWRtDHotvEkcKtZW7ado5YmEnAJ4cL+9Bqk+Fze/4pK380k7u9+3SvxjTZa15kqVotiWdY3GE+ivmRNJ65UXptxjNbm3fGNraxjW1st8bSeyvjAhbn7ocaDZ83zJvxOXPq1CmJxXZ6Rlxr/6QhMM5LVj1KZNv1mLzW9IRu3XOHTWrp/vJ5yIaHbBPmTttig+eUOYd+3JWmT9YBcjoBEOYt8Xe4Ho/NpAlwYmjqr7rXQ8vvwdJNRJSZDBz0wkj8aPqFZBQnGwibk+nXdXwXFVOBre+XZuKtJkz15bIsWTA+G4wZl/KYssz4K36Ar9UbsDUdU4UCemEo8jkvrKzJz2enanh1o4G3my3VvBlbUpdgHKPkZ8hWzuZ3wlBCtDUycBhY6rt4u9nGxa6SxiE4nqw2fTKPpLXHwXnU5f2658HlOoIAK24goI2SaeCzSyt4sFLCQ7Wq+P2MZ2hkR3lpfUNiJhYpOA8JwP/I7PQAyLGTcT11V82dUUZwyIlEoif1/9IcSArGX+93BfhfNS1oCcPJvlwBV/pdAeEHuoYZK4eTlQkB5mtagNmchaKp6ggEu6y4PWGMnMup+xePl0AVjjVBIhwjxhi9OEYxjgYSTalRpkhNIE3qNIxfeEhpmB8mDRWMOcnMKaOk6dAcRxpTeNfoB6oWJgAXkZSIMWlZON92hd1zOm8PgD6Ucnqr2cXjkyWRd7qdxnwDF9ojEzl8dY1gfP61+ZpkToJHNpczsZD/+mgo3umaT9UwCIbkdZ8yLfF+kjYY38izMs3FXS8g9H6y+xasQoAK6aZv1O60HiIfSkze8Scp5XYDJKQXx7UCf9vQ8YkT07LcauMFRO15Ah6Y1OX+Xrh0Gb+zFOPv/7tXhDGlljPx6ccW8D0PzowErUzmLHzvyb3vmxf5WOpTg7suD7YpewJzuZlN2oa0hXwVBdNB5BMwEGckgTbfJ0tWgJoTYn8pJ8AUhQPYvJ9k/7B1R4AqdwOpSwAQ50Uqr3QrJTx2oqIjSw7n/vGHj6BUK8GxHAFXEPiQYj99uAigqJtT47gQtKAsi3kdIigJ3PChqAVTOZ3h5xWNGR/GCqgylKcZaFmm7C3CnMLXqCHowUYeXuDDjVw534ZBcAq7FNV4cb0ENNBBtjGk2FL65UxjEtqh3AEelzqgzY58CqTh58wRwIf0WuRPkSuK1c9UOsqKTRS0AvzAR7QaYuJYDXTvunETRYfbV0laJlrpoPcj0tK5A7AKP7uTyTFn0O4MLii9RPAOtRMHMkbpUGfIzbdrhiqgkE5ub3YIkM5ygEj24AUeLMeGH/swbXNwPXBc6AgT0EQWmzthHOvDzhFcdC+go3UGMk3Ut2ciXI4vAg7kbp6K/04bx/tWFxazOopcf5roJUCSjhEdpjTRez302nSExswqYxvb2MZ2e4z37BuNSdJOvzuZ3KWOOxlKDhw4cE1Awl4Tz4dmK/ip738Wt8Po+zKmYUccE7vc3ysNH//457+Ez729IgmhDz80j//508/hsRGyQxzj549OyrJXe3ejh89equNK28Nc0cJH91fx8NT22O/DB2o4s9FDw1WgmWSDm7atQCs6CpaGSt5Cq+vDI6VKxph45NepJZ2yc97pmIYNDeyoJWD+0KFDt2y9WWBuFozPRC/BK76Tx5nCBKo5R5KJF7t9keLhiSXjym9eWpbEH/W9BWSS+MfDnF5GZzvpf2Dn21rfE0pqfof0ynnTkN8JREm7yeibU3bJjyMs9X1YAt6PhYaaCwEujNeX2fDR6+FCt4uPzk5IJx6pzi91+6i7IQ4U8rIunjfSdTPZO5tzJFlMY7wrwJQolk5FMumQsvtitwdviFQZTB2dYA1dw1y+gOIIXzO9ZpkEjXUNjm5B11X3qhHHmLVyMn6O7+Gg5SCnmfjc+hJOd+qyn9N+gP35IvKkrDZsdAIfvdBH0eTvHvqZa15FHsPfe4y3M7EJx65s2CIZpNoc0madQUADfwQbCV9jUpjnk+KmHCkmp33O/wioBz1QKp303GEQwkxOOOMePaGkv5M2Y0/iZP4w3utdFLbMNE5jA0HamJDXHdSs+wscnnY832xyN2s8/4xTuLC4w7xUCsZnHoP3uGyid6+yeeN4ZmxjG9vYbp/x3s0azW7sI/cSWIXbot9Kf/IDH/jANQEJe4m3VEMnc8W3vtTGcWVOb2lpCc8884w8/1qtJqbmJtBDytzGrduSPx8FWmFdhM2HezXm0xf7q1hx1wRQMmnXsC83C4ey9hmrWGVhlAu8puSWd1I9pB8bRGyGpd+WNq9uRigQ1Etf08aQyeZ+bCbeKxg/jWeErXRiCk07h/2looBEyLxIsDvH/nSrjfOdDjphKOOoYhpa4n+NmJr0t1l6eXmjLmB7jiJjCwIvBBwx0GvShLWFfjXXz8Zwhhc8N5fI4Cjv6VJ3OdNu40K3g1XPxb6CLRKfBOqfbtLvNjGXU8wrBH8QHPNWo4knJ4fXFsEsG54nsdUUQRpRjDfrTWFu2enOQdAImVVG2UAGKLCErd+2zAEov6AbWHBy6Ach4nYPDxcrON9z8aW1Day4LsqWiYPFCAcLtrCpMHZa9/oDsMp77e4m7sph9YsN/ASADeclmU64nyWDLJIKcDI0tQYen7vpIFUDirBPmkp6qSDMJOr8cGyi0MfFpg83tjChU9aVMZvabtE0JFalFPDtBqtk7ccfnMbPvb2KF1e7wpCUHkvKKMOm6I/OlXYkN3g/g++3Gmu8BJVwSWWPU8AaAXEk4UjjGT6D9hpPdTqdMbPKvWpDloTrNxYJ2YV+J4wPIHYfEvVKVOa1CpTpxcEL5VaCF66n64QoTz6UCaxJ9/f/eLOB31+hM6ES6ssdH//kCxew3vPxY0/fHBU2WSPeaLyDZtCWB6rQnfktbPgNPFQ5Id1RqRVNB49W9+OFlXcToIrqhtukipLcE4uGjpqdk4cx3yBwwZL+MTKsqGJ3Sa/eFaAKdZoJVOGNibRyt9MBy1LRPfjgg3KOO2ELbr+PjdUNVKcrMEx2ZiY6etuU3EfZZqBKmiinfIxKAw4/p0AqdJTI4jIUuRmSQ6vksJ+AVZRjPZQX6kYtBNKFx8cenSomoamNaQzWGxMoQ2CLxq7KGL24Ay92FaBDnC9DVpkCYtJ5NgB1JPcTiyCYa4AxCJIRBKxO+jdDuluJzo2DCO2NDqq1CppRXSSUYlKXCDO16opFSIBLyhOSVWfnfipqa7U/apCoJU+niXJDg88mw8ZjStllsk2Vu90XDd1CTASwEKkknYhJ66JuGogN9f1GvYGNsC4ACD5ArRy1KpXq/PWYGzHRH6lE+A3QSxJMdjx/Em+038Wqvy7U4ilbjBRjIjrc96e++40ynezFeD8ZpaNIxyil184menfSUeTn2JH+fqaYG9vYxja2u2k363veqeQunwdnzpyR5dFHH5VE21727UaT1rdif8+fPy+JAFJ6Uz6PtrjRxf/w795Dozccs8+8ehlfeuc38Nn/9XtxbF5Jg96ovbjYwr9+fREdP4JtaDjb6OOV5Q7+7EOzAlrJ2rcemcDnL9Xx1cWW8kMHgIPtxLqzlZwk0mq2IU0DHFXSALMzjvrRk46BR2rOHQeqpPOCY03ad3YH3k7bCsZ/d3EZry1uoFGvY2lDQ4vgCkMXNkF2+/lhLElU+rvCOJJ0q6l9H65X3G4NcAhMMZSkDxNwinVFjSWTnUwqpoB8fp7AGIlaNMo0adjnWJKoX/cZbww3wPP0VqOFq13VAVe1LKz0CFqAdE6WTHXOCEYhMIVsK2RXWXVdfGVtHWuuJ6AVJouZxF/s97HS5/cHPJcD+nWuk7Tbj1ZruyYKOZ8o37PidlG0lE/KBg6CwjU/RLvVxnqpgleXL2M98ODFPNZI9NtbgY9HKxObErg0vs5NWpRbzUr1ssMQMZwkdkuN1O9MjA/GNIkJVUfhzvOAV29et9COCBLS0QlTuVpNdfUx0cvIPwylsMM4l74u45rI4H5cX1KXhQLuK+PHG5UPOpCfR80o48utN6RpQVFlJzFvGCFPadn7LLF7JwpJzIdRJo9Lll6b55WsxbwnpPEMWZd2SvSmYJX7bYzHNraxje3rwe5kQzGbRlmjSZlgdsqF3SsxDXN53F+OD2s0KUiTsu7HHzqckRhUzZmse+Rxc+BX5nDfaL6HVXdd/uazs+G3seKu4/HqKeQyOVjmeY8XD+Or3msqHz3yMZuAdMnmFzvSlEwpyB79OJ2tmDrc0BeJmqPFKZEASkH774dm4t3A+Gz+IBj/Dy9eht/uSgNA03YQGKaA5QMCKRKJUgIY+E+aTnfJ+/OdssFGWR1Nz1MMhQK0V+PJdaUAcWEMQYxmSIZOdf7IBDlpmVjuk22fn1Ns7oyo6l6Azyyu4EjJwQMVAmtC1H0fkzbrNxbIJ8QYg6D2C50uHp9QMjVvNJoCXqHfT3BM0TDRCpQc6m6ZjIV8DkcTZpWdjPJFtmHCiyLkDOXj02dkM27QbCOy8/j8Wh1vtrpoh4znyHAZo+EF8MMIJyq8ptQYpUY2GY6XodPfVe46f2fPCP8k2GZwPjWyBzGmUbWm7J1ia6yELe9xrrNHPxLqlVhiUG6H8ZBhmAJOYhm22+3gapM1GhsO71kWG7h1iXuvxxh3cpx4flLm0OsxKnv8xCOz+NVzG/hvlxsD4JRq5ADMKMRs4f5iVaHdavD9brLHhw8flvs5WVdYp2E8w/s845jJpMGYrCs73f/e7zWar1vB1juV2CVt2Je+9CXpMKP0z1466dME491whNgt+YUvfEHom7PAmqW2hz+41N12c+Xf//Zri+h4NzeWS/1VAapQ5iRn5JA3ciLrseE1sOZubPosx+Xi+iXYMR8cBAAkBX6CVIZYCIGkHCqWEMZMrnki+UOwg6GbwhxCqxqTKGmKYeBOOkFE0ZGCnIlWJtDvJFI4paWarE2iUitjbv80bIejBXiuK4vv+epBeU0b8chNNcYT8zx/+ELiCA2/m/5UzCAEfqSJymxHHZ/SlkHErAJuEDJBOSfKFamPpP+UkdqQC7dliqukwYeHIFaJwSzddHaPODZ57PxASI3AkZyRRy/swQ1JjhfI7/1OD7XpMhYemIWv90XWh/s8OL30NjQ6Q75sl/M8Nbrniukk0TVMErWCftadTUAPYWFhtn2A3k//bR//wWinEldpYnSLxmAKUlJoZBuTMxOYnpmCZVvo9buoN+tYOr+CM++dlQfqte5PBKmc7y3idOcS3utyuYwNv4UbNXag0kkjWIYsL/wpxxxrwrhzv9ntdoR20lFkt8tHP/pReR7RuWEg9MILL+CLX/wiTp8+LY7S1nN7M52In/3sZ/Gd3/md0tHO6+pXf/VXt83Lv/N3/o4UPRl0f8u3fIsUFrPGffr0pz8tHZZ03v7SX/pLkqge29jGNrax3ZmYhsE0k6Rk6nruuef2BFS5W5TeNG7ztddew9mzZ6UrLgWq0H7mP740AKpkG//afR9/55e/eFPbJTjiP51eFSaPhSKpei3sK9niv/za6VVFjZyxxWYXV9ZbkthRYPvRrYhTBRM5x8Ri10M3oIwNdd91AWE0vAgLeRN/9tgEqrZxR2Ma+gtkOmC8y3G+3UCVUfPrxMIc5qpV9IsVNJ08+rGGThCiyW5Ej4yBgeiyy/4mQBNZtocv8poAVBIGDktXSXLpbIsidDwFLhEQvK4Jawk/k+QvVUdiQBrpEG6ooRcouaBWEMhPfq7hh3h1o4PzHVcSoHS/CfAYgOdF1kdFNdSWf2FlVVhU2P035dhC+fy1RkPYWrKzaSj6KWvBQq4gcfC17EChLJTrK/0uOr6HVujjaruJs/UG1qYn8NWojzP9Llq+n1CG89hC6UhcltddSTbnEwBHzXSk6MB4gj/VMSrgChPXhwpDwFYvpAxRRzo4BTQvFY4E478l0Zs1vk6t927Ec8vrIOkATb7LUhfHj4WQYr6AyhwZBasyriutOlobdWycuyz3MxYHrmVrXhtvta/izdYVvNm+gvc6y+gPwDHXZyFxKVLF4REynhFOGEmCM/Rm/HQ/WRoz3KmYJs1jkFqbuapv+IZvEFA+7/lvvfUW/uiP/kiYtCjrwERu1sbxzNjGNrax3bvG2sOdiBmYW/r85z8vzxLGNHsBqtzNmIZNrtxfgm25vylQRfxGWzUhbk3JsymROeqbsTWvjlV3A7Zuo2DmJXfNpR10cKW3tO3zlzauwhV51cTXHjjcw0UReXAdHtqBKzELwcOU/+mErnz3YGECD5YW7kozMWt3nBf0L+504zjP64P7FpArFOBWa+garFsBHddDr88ajSdFAqkVJqwnu1lWfob+N6sJqjk2Rt/zhPmEr/B1AhYGEjYCnlAxEOVMuyHQp5seRQJyYCxLYDvB+xc6Ll5Zb6PrR/IdAiDo28v2k3oDm45p5yghvF6XeGjasSWueafZkqXJmtEOxrPwxGRVgBW7WcW0sJDLC7Nl3XPR8X2s9Hs4v9rAO90QF6bm8Nn1Jq64HrohAeixyFBR5ud0q4eO58uYTNrD+8GUbUkc45DpR4A/CpSi3rNRSEAxtAudvsR4lPZlBUrGO2mk37nax/qGkpjVk+uGTDqq4VuBhoTNk+Ahx4RdrqI6PSNAlU7fxaX1BuKNVWycPyuso9e6P/H8UGbqsyur+CMuy6t4t9WWOXEjZpkxHCsWttKCqSFncq5RZiqWWPx+s9vBrHKtZx4JBcj8SxAicykEqayvr+PLX/6y1Gko+cb68VYg5/s9prlvZYDuddQuA3dOKibvWBTkBLze/buTjtC1uiU/e35jx4QRb6ZfudLEx4/cmI4fjaAUptiyBXkCF+LYQ91vYjY3PRjXl956FWtWC5atyw3dILWCprrJ1D024eXga8gJnS6BDQQXVIyakjKJA5ixlTBk3Dm0LseZGpOkeWPRmB1Cd8sGzB6JHI4wq5DiOlRFiTAKEAQxDEslvtPvDFP7m9OifGjT8SArScKxAtenbI/S4du+9ZT0b6ivThCC0GBnJIJEuodMKvKxNB2csI7EESIyl5CVRBDcoQBSKAlEd4wApc0sKttHYHhMylXbvq/bjftkkeVFi9GNKE8D9Dd6qFYrKBXKgmxPYTTcDx4HO/JkH3Xl5FX1IpxYBWSCsNTKcOMeYmoYJrQqKlmro6Kpa4vand2ohw6a8nqUaEHKJxPnJtG72hawDJioeL4j7ruSa0o/m7wlzEO8NizdQWD6yJUcFJCHFdts+sP62roUgLLMHFwYPKXGY73cX0Yr6AoATddMSb5e7q/I+a0k+u3XQz9JySQCj5h4Tpl6XN9DpCdMO/eZ3WlH6Fr02qmOIqlQuW+8T7Fj8Tu+4zvEEWLQdiPG77LT+i/+xb+I7/u+79v2/j/8h/8Q//Sf/lP80i/9kuzL3/7bfxvf9m3fJvuRJg7oBBFU8zu/8zuyrz/6oz+KH//xH8e//bf/9qbHYmxjG9vY7ndjoHs7YxoGngSq8J7MQPp6WMH4nLvT4PtstyT3d2sS+ndevig/NwF2E7fpj16/elPbpuzPas9HzRnKKNJqjoENN8S5houHphS1MKX6fvmF19GNcwlzx7A4ryQmU9AEKZNjfOeRCVzs+AJseXSygOPVHK52PJGZPFgwYZubGStut7H7h0Vhnl92H2b9wDtpTMQy+cYEIWNSjqEHHaZpoGZqqPsBwpBa44Cv6TvGs6l5BJf4EY44FiZzObzX6qIXBej1fYQEYWT4H9MOMhqTukw2MnlLGmduh36z36efnySIE0B62w/xbrMjeuMGAflaiKYXCJsKZYAYB5xtdaXrcd3zMe04g05IxfhCnpjUsm0AGvICsAEmr+N8MPbZYFLX7cN0fax0urCLRUwWi7jcHSYxhdFSZF9j2YeLvQ4eLlUwY+YQEzCi68iZJo4VKnijta403qEPpJfmnSIO5koyv1uBh7OdhiSUeQziySeFDMH2J/Epv5v1ltNIUGimNdURSFYVdS7YZao+xzipZOQwbRdFarhv+dCtHGb1MvYbJdgtT5p0mHxLmTm4MOGW9c8bfhfne6uyQTK58JhWvZbEZA+U5jfJtO7FGBsxAZ3T8kknNLtjdTSjtuK7vMGE8d2yNF91t2IaPv+20mun0scE4fP+/1//63+VvAvjnBtN7I7jmbGNbWxju712u2sgaS6eHewsDrJx9Hr85rsBVllcXBRWZIIyuWT3N80472QBGCPceMmPTPcp8Dc1kVLUDAGyHMOhwbiePvseLmuLMB1Lai/Knxvtz5BBsGxOoeX3UbJyOJifkuPq+q4An4u6fVeaiTnOzEcSDHu3GNjob7NW0AwUg6YwnhgGCmQpocwogSLCoEn/+Np+VyuMJI58oFIWBpMrvT6aroeI8zgBf6Rc9zy3RgKq5prrri8zLM0wUNpGQa2H32E8sOx6AkxQMpuxMOMs+5Q/deX12byDs+0OTrdU42rVtoYM3gloZJSZiV9fskwUzGsDh+ifU+KI8+6q25Fj6Wx0sBEYmKxU4ZgGFntkHVLxGGMassQQXLLhBbjc7eFYqYiKpq5zzoGnp6r48jpjlQA24ysoQI6j6/jwzMSgqZYAGUq4ijwTNLhpSSZtJNa2l2kGGgUCSGHcZuNS101kdNS7HHv+VrFNzNgmioaNNS+AZ9gwyzk8kjPxTE6H19jYxMyRxjRk5sja640mznW6KJtk7LFkrr3RbMo489iv1zieeROyvn6YxGtRiK4XCyvN/WZ3uqE4a5xvjFG4HEzYY+v1usQurB+zuYI5OZIesEbDPNKNMqvcDzHN160M0O10NHiDIHUYfzJJuvUGcbf3bydNPl4IROqygDmqU3A3Y6fVzdiOzkCSqMpS37VMH1bZQUgZnzSjlUEtYtCNRa3yNp6eeGiwOgENhHyA2bLuO5lYSQFMTIxRY5LyHHfLREoHftLNpZDXqZmklzYcEeDhkzwgItJKaYrVt2mjOFJIX2bHBfiBh0a7DjtvCzNHapu/kbqvqTa5pHEH6N6U0o7nyBBNxqTVMc6cbz1WMjuJ8Ti6oFNNPfThQyab0h3uSbztdwJtruXQcz82/DV0oy4cgp3CGMvrK5ihM5AvCsiK6OFUqmaAZI7puilytIXcBIqaQsSn17mmGSjrNQGiqMCDzqIhQBVHz2HDb2LVawgYJ+8o2r90/fIzcYBEJGeH26IAWyKy6FBvUpexE3pwfiECdKGPo7SRiWljTtho6MCZGkfGhjanYX5uXiWZWy15cBKQx3nNB2XqFKFgoB30UDTygySuaRiSoN3wmtcFVuF4r/lrsM0YRiyqm4hFA1YTxiRh5LkPScJS6bF7wUbpKDKQ//Vf/3X89E//tMzRf/SP/hH+1J/6U/jYxz62Z2142rd/+7fLMsq4rX/yT/4J/tbf+lv47u/+bnnt3/ybfyMgPqJ7/8yf+TOiy8skM5HF1BKm/bN/9s/wqU99Cj/zMz8jaOCxjW1sY/t6ttsZM9BnffXVVyVoJkXx9Sbv7nRil7EMYwX6IixOjko4CJXuDkYGjZsxJnuUN7t5PWnCkWwc6bgS6NF3FmAGGrrsRMx8XgG91e+mruIszwvxlx6a3fQMLRv2XZEypZ/AcSaQlU0OdyuxQzvd6ooUz9FSQYAe666fMKloKORycHVfwCHzNqVzfGSg2gPb6jeTXWXCyeE7Dsziv565hFc6bUSGih3pgQp7h4BaKGyjjJKgkUg50X8fErJz9puJfy7sITqErlkokxMWFSZBL3WbQkedzqPfX1oR2mvHGFJ205o+WVh2NyZRj+whgUVd9pfrq8KUMmsXsFpfx3K3AxSLmC2UJH7hJaGaQCihG6PIa1ri6UC6YU+Vp5ATSdRoAEx7rjonUkjnei2h2eb+78+X8I3TB0QK6Gx7Axt+H5d7bTQoG5Qkv6UDcwDCH0pipdfPsF1CnYf5XAnrXle03iW5nuSGGHswdok1HTN2CQfyFdT9nny3ZheUBNAEhPmWQL9UJjMFbGfB+KthW46lag3zOWRzaQV9NP0eJuy9xzSMjZbcNZEi5gxxdNJ3J8C2REuKsqn3k92N+89e6LXTc0swPot9v/IrvyLFKJ7bf/yP/7HEJpRG3ut+j+OZsY1tbGPb2334Xmwo5rOdz3gCGZlT4rPgeu1OAvAFAHL69EBik3m6EZ+61lpuah8GwvXC7JA9rwpkS+N4sJFxpbWG3Im8FO7VJ0Zvm2tpB218ePqp4droC0cRipryf75em4kZD3yt3hTWxpptCdiDwAjGjgYlg3IOWt2esHzk4giLjK8HJY3R46XiFTKTTMDWNPzmu2ewHEXQLBNaxEZjFaf0I4JGmPlX54jAfalmJDWGVAA1bQCWz8X0h5XcT7qtXhSj1aF/HEmswHeu9vr49+cvY9qxBHSRGmMKMoTuZMJIomkyFvvy12Y/eqfVwLlOE45hYkHTcHFpGfXYFqaayXwObcZsBNRI7JX63GoE2OwwmyvhgVJV1aKS3AXbc35g/yx+a3EVy64v86VimXhuqoYPTNWw5vVxttMUhsyz7Z4cP5sY0iZ6xjzpKUoZWQa/Z2Rpq5aJ6ZyNVdcTFps07rKCGDlLh61DgDjfvFCDF1GOK0DRNLCQt1WMODeDkydPCqPgVsB2Gs/oxZJIyFKGNmWpoUQUVUnPd7o4VMgPzuW1jOf2lfUOzrU8tH02JoSo2ZRh0tDtB2jrlEy9N2od92uNxjCMYX2N11avhz/+4z8WRvyf/dmflWflz//8z8s8IfMJQUp7tfshprk3zsL7iGKu0WgIRRu7Dp9//vkbAqrQeIHcieQuJzwnu+u6AqwZBVShffhgbaS0SDqJnpy/OT3EKXtiwKCQmi+60Dom7ZoUxkmBxK69Jx5+VB5cvEGS2WJ7YZ7pH3XbzzIupE4QF17Qd/ImRKQZAUxMorP78G4CVWhKuT0aSKoYIpqUOhlJlxchALoBy2YSTUmupJb9Xf2dQkw09L0O3nz9TWxcbaNiToK8HEqyJfvp4c+hX5XicxP65+QNQQ7TGc6cZ3mN+5d8ZiDnIx2LCYNJJu3P3zf5cZt2X7G3iCyPdm0dazfqoxfRSXTg9wNcubSIcq4sUkoCqMlI82SnJh0SrtvUTUzkKsjncnKf4JIm+e0wh2o4jXI4iWo8jSnMw0EeHUlubsgYFIxcwtaS0Jkn7DNbBnMHI1W2JlqgkkzXqAxKcUQdZJ3m71xXQS/C0A3k9Lz8bmvOpnFJmTmIsuTD6SMf+YgUsng/YVHrxZdfEiep02ojSGgAaWSjoUb7XkGGHM8l/yrq4boUHth5rOsE2ATwI1+YZYyInZM3dp+9m8b7+90s7lwr0fvDP/zDQg9H5C6N900iZamfSMeGSFve127GKM/ABDKdq9R4byRokvd7Gn/S8UqdIBo/z/s3n11jG9vYxna/280m5G4HICRNkhJQweQdOxBvZD/vVDxDu3z5sgTN9E0ee+yxHZ+xzz2gEpFb2alpDx+avKl9oOTPwbKDjT5lSRJIdhxjvR9grmjjcMWWZx/Hlft4dHYSXXbPjdKlSUx0seOUFhiDZzLH9W4UiunfkSabSYvHH3/8rvsy7OqiVW0TR0t57CtQSpYA8RhLPVeSeVP00UnVnDCjZC2VjhkuKkm+3Pfw+vmLwJUL+NP7Z/CXHjyMj0zXJFnIhC/psgsG6cuVlA89a8amArXYcjqU1rv6nfI1koBNEnmMZQJK2gQqpqUkD9fL032p2xfZJ0XVrYzJ5O024KSUeXK4WMTJPTDiXey2Bagy7eTQXl8XTfe5iSlpYUgjJyYuFa5dAWvSDkEmzhcKZdTyRUmGMkZnfkWaDDQNH51YwPfNHsMnpw/h++aP41OzR1A0bVzqNbHidVEwGHuqQWHimL+GO/BgZo8yfa1iEugBYbIpmQ5yuiUSwmYEONLbGUsSdtopImdYmM9VMJerJInp7cwcDz30kMQzpH5njEP/lD7oO+fPoN1oSQI4jfMYl3JfPHYP79Eafhtvts+iHrQTWnTq2pM9h5KypHYHqvq1pWjvNbubTJF7pdf+l//yX4pEEDsICWL53d/9XTnP7J7+y3/5L4t00M3YOJ4Z29jGNrabt9sFcE9rHuxKZ83jRoAqt3P/dpJeZdc6a0qjgSrM3e7eZMkc/80Y6zBsxPQzvg7rNfQFZ5xJqSExHiCA/YNPfUD8wmtJDymgQ7ylmVjFM3JMd1jKlL7BuXPnpJn4bgJVaIwH1z0PZcsSdsQT5ZIANRhlEdRR93xM2hbKtoXQNAWovaljO5UayMSTaTvwxVZHjvWE18OPHD+MP3X4AA4U8nLOGMeQ6ZExiZUALQhwkRpJPNobz7Yxp/42Y6GSoQs7JYEoBG3kuV7dEKDIYs9D1x9eP0GYVu1Gm0+AvwZ8dGZK2FV2s5bv4Uqvg6JpIR8Dq5evYtKyoTk5AYzwoAT0I2z8qfSrOo441gS8cbRckSaHbI2G83EhZ+NHDs3jLxyax587NI///uQhfHRmQuSO3ms30I8ClAxzcCxsMuE2UlbJraOXnqq0ckTAz/6ChW4QSEw4ZRsybmVDRyEOkTMNeAKmsYWVaD5v41SlgAOFIetmlpmDdZmnnnpKZDJPnDgxmOef+/KXcGV5Bf1mE77vDb7H896Pwh3iy+3GcfvM1QZ++3IDoqocA2tuhAsdH3UvRDekvgVZX+8O4+r7NabJ5/P4xCc+ISARghgZq7I283f/7t8VGWaebzYas/ni/RDT3NfMKjdjt8PRYJKUaF3eEG6WOoz7d7tRu+w0oRPEhzITNLtdlEdqeTwxm8fLy5u1f2kfO1zDTHHvlOCjbC43LVJA694GXKgbJwvyfD2oe/jq117E4cOH1c2WrBWp5MkmiMNWi+GHpB7rSYH/biV16Ryn9OnUIGPi5O7b5uNXYBJ2rgkvB2zkhWUkRAgX3aTHjW7lzuNGDUM6Sv24j0MP7Ec+z0dUCAt0EKjxvqlndChDtOm1lGsl+0rCUCLajAQbqcSpQ230LaCTlF5EjkU6FtmflxDVJU1rw80N5YQEvJTAdq5lTC5ynzrtjtzEGTxUqhU5xkgcecreGNAkU50eT8pGowv4RClGDpl90kR/WnwwKdOTgqtAJpcmwihE3rShDzxGdUZSXffBEMhpGDGSGlDVJjHjFEUmqRfXRVbHQx8uXFAxidsq6GWUjb2DqTgekRlgYq42cPCv1JdwtnMF63XVzca5T8dJy5uYzFf3fP11ojY6YUeAQaHO8UicKj2CDTptGopBDjnj/nOE7ibF3PVYqtX6r/7Vv5L9paNLB+kLX/gCfuInfuKm1s25QdsaGPLv9L30Gssa76F0zNLPjG1sYxvb17Pd6k5EAhHJuEigOJOkNyoDd6cSu3yekvr20qVLkpxhwL6b/U8/+Ax+88vn4Aab4yzT0PB3/+yzN7UvTDL96Qdn8S9euYLFjj/wTSdyJn7wgWm89frrkkRIgevznbUB08vO8Yx670y9O4gNs9IbdzKmYaxLP4CMBPv378e9YKRlHvrZmnSZVSwDV7uuJPS+bf+MAFn+aGlDGFamTRMrfQ9utFPvpwJ8nG50sRx7qEwsoOnGeD6K8fzMJL5Wb8NlTJJskUm+ik6WkmDQBZhGAAIqT9K6KimqgC1MOub4C2MVdsh5CdGzvBcJoKVg6kKfzWnKTjtquzOhSZaP7TacAxXLwoyTF8DObiaMLr6LnKYLS6LnelLI7yHGJa+PbhjANgxULVsSqCJRgxhuFEpyu2RYOFocNrlwLqZxDeepMJwYBoqRJb/zHsXvrva7KOjqWAj6YFTMK2WrXjr/Ipwlm+xNj7RoWPjG6SOSHNe0Nax7PZQMG83QAwm0uTi6gYdK06iae4sR1Hj04FnA9IEFyeXIvXDlHFb7TSka8TgKxQLyhQIixxAQ/l6M37vUXxbAPtklW2FXzqMUfRBKU4DuxpibvHFJ5btl90s8w7lJMD5BKj/3cz8n+RmCVH7rt35Lnh9M8t6ojeOZsY1tbGO7eWOOJ/UfbpVvS4A1m0aZT3r44YdvqhB5JwD4BMa+9NJLAgAmsCbNxY0y+pQmHIziDFTZ7ZsDq9SsMvbn53C5t4RO0B1sc8quoezn8cKXXhDgT8qwqHfY+LhzMDNgIoxDrLl1TNrVQTPxnY5n0liXgBvGZNfDHH27jGAKxhApw7xj6DhYyKPu+2h4Pp6YqOGZyRraYYjfvHxVAcg1DWsuay1bGlfThgnWo8IIv3d1ESXdwkS5BrfTw8dnp3G8VBT5UTYmK8y4hqpti0yQAEUkZklamhmvJKumzE3KiEhUBsNYQ2c8QzkdxZgiFZhYgWwEBKPrKr4BYxoXJdNEJ9PUOspymibSOHuRNeW6GGPYlLO/dBnVakXAyivrbSz2fGG+J+skt8uxZESj4m8FYiFwZybv7FqjOWBZg/sTY5oVr4eO72GKgP8wlriLzEIi1Spgn+H54JXI8hA3qVrDlXELT9bK+OaFaWz4HtxwQ+IjMqc0PR8+mU/CEPtYS5ya2PM1QuATj1vPl3Ds5BROndJwtdHAZxeXUe+0sbq6IvcW1miiXA7l/LXjxtSu9ny8uk4pIUqxalh1VZzTCSL0gwgVQ0M1jnCwOK7R3C7L5/MyJ//G3/gbEtdcvHgRv/3bvy0xzc3avRLT3AtV8/ueYi5FqjGJsZck6V7373Y6QpzM3Gd2SjIxtRf72x8+iL/9W6/iXS8nN1iiEr/56CT+rx8+fNP7w2TVg5XjWPfqoo3IM1u1Kmhc2cCrp18VB2hhYUE+2/S78uCWTkNxdgbMuduMSaBL3as4Xjh0V5wgMqmwe5IXNunT7xWUHsESdF+JfObPYZchHV4LFpyBInvKikKXYzektJbwmtlE+gYhXM+FTwYMw0esK1mboWiNYmGJJT054FjJJJuTzyUyUCm7CiV6NIPsGumntqaYh387Wh5+rGRsButMULTZb0tiOSH1ZiqWIIjdjPOH6PGNxQ2Zk6lOHJ1FgmhSgAzXGQ6OT4GBuP9Fo7zjHNya6E2X0CPFX4yI6GMmBXUNgUZmnGTcMgneSF5XXZDD86cjhzwmzCnVDRjnsRGG6EYdmLElLEZMmpb1KmbMBUHQX8u4zWZURzemlr3SdDRho2ZMYr42i74Tol3pwo5N9Hp9tHpt9Fd7aDZX0SvVhc6MD7PdArB+1BvQTBJwpjpGVULf0jU4noVqfG02nHvR7iWKud2Mc51ObHrvJLCRy9jGNraxje3esFsZM7DrkABrBsFMkrKz6Gb37XaC71Pmwn6/L/vL59W17PhCDf/40w/jH/z6u1hqKkDJTCWP//UvfAgffkjFGjdjx2t5/M0PHsKXFltY6fmYzJl4YtLBpbdeE9+J+5nq/a52feQtAx36eWmX1yifRgNeXOrifKOHAyV1Tu6kD5Ey7aSAIPpv94pR/ufV9bYAPghSEYuVJvqfmJ/C4ZJKQB8o5PBes4v5giMAEDKnhFspUAZMKwo61Iot9Hs+NvoBljtdHCmXpNuQMjMWWQYdExOOKTFA029LYjJv6JKo9YLNYlCKc0XFH6RgZofcGvXgB2wdik5bkqD8fkKNPZtzsL+Yw9VeTxKg7Lhc34HZjknYKcfB5V5P9illoBxlfMeIgYtLS8jHMQ4eOgjDIC14JKwxTPxaAZsDDIm745AMJqYwv7CTj0CVA/nR19tOid6+H0rC2I6ZfI0kEa2aJUbfIwjq4apEQouxjEGAiIEnq7OYy6v462Fdx6vNJemqLJk23KiLom7h8do+HC3ubZ62AxevNK6INBEbIyzdwP5cBQ9X5nFsZj/ijgVtAtCCCJ1uB6udBqIVF7q/gZmpaYlp2OG2UzzCrmQCVCj7Y+kmCsihC1cSGWwMYdxlNiNMHLox7fG7afdyF+Ko51sat/MZ963f+q2yjG1sYxvb2O6NGg1NmvdussGTvhS7z999910BWJNt4F6v0VC6g7UDgsH3WjuwtTzOnTmHA0eH8Quz5g5K25gEb+RcHi8eEnDKmlcX/6hqlRHVfXzla1/BsWPHZOHnyHpNf3ZUhn4rIJ+/X+heQdUojZuJM0Yf90ixgNfqzQHAg348611kTPzY3LS8RrGPsknQN3PkurCWkBVj07hnrkNeC76mox1H6FMmptfDarcnkjgiNcO8uk5wuimsLRfJlOF5AuIgK0orCJKqxubzSc+d353OOSKNc6nTF+lPmmL8UIyPBKyQkZKvPFKrYLXvigQoYx5e8TtdUfsLbHoGrvb7WCjsLgPEdXmui/NLy5idnsbEhPL/p3Im1t0Aa54vsRebFzphKIwx/F0Y400TH56d3BGsMQqMz/uAKD1Ig3EMi2B2notAycOmokkDgJZAfKgMoEA+OWm+1jGXd/AtCzMKlGPbAvh4vdFEzmTcxbpNjMOlIj4xNyvNCHuxVzfaeGGlgZYfJvKnJj4+P4Hj1SpORjEudHvC2hL0+9jodNFYW0fo9vHWyrLE94xp0jzFKLvSJagmxqStSxs2Y9N2QDAQWWA1zNvAES2EfR/KAN0vMU1McFCnM2go4/Ptx37sx2R5v9h9DVa5FxwNIjGZJCXwhcnHG5X9uVN6iFlgDanOrifZWM5Z+N7JNp7+6LNY7vpYKDmYKtw6XWUWpKedSVm4n6+//ro4bFtlc+gk8aarboZM6pJuedjFJusSaIXSBSftroAd7jBQhYiylGlnr4CgO2UcLbKnkDUlmyCkY2sjtwlWQqCDwtFmlcJ3NtJaa2mymOhRUItcJV95VsgMov4NQSSbWUA2O7QKUKLBiA1xuhSKN01ujr6GKW9T0EqIycSSKC82sb5FGmjzeAwYXHYxHsPVc5SlaWDuwByKuaJyVkguFwN5rYRIIzViCBLz2ZotDCuUqyIIiLI6ZqLFeS3LOkWlsIi2208AQbqglqmMJGhqSeIqR1NdGxwXjrQ6X8pZiuDBw0awhpJehqU7mDCoMZ9HP+7C8wK4jQCztX0D/dFrGUEq7agp2+GxiRMMFxvhKmaMBex3ZrCINbTDHqyijfnyHKbMCoxuLB0ODB55fTC5m2rxMYG4SW4oQ4dD0E3JKCLQA3iRi5xegNntwL6F96A7afeqDNCoxC6fa7fj3jk/Py8/l5aWBmDE9O8nn3xy8Jnl5eVN3+PzlnMo/f7Yxja2sd3PdrP311slbcp7L7vM6LNS9/hW3PdvZ2KXzyd2HxKgwhjsehLbHzg2iV/5q08D5QWEYYRHDk/CNm/dM3kyb+GTR1WMRYaaF1/8itClbpUnYhzDRB8Tgmm31TZLTgM74y42+yIzdCfjGZ4/6tHzOBiT7QUQdCdtf8HBs9MVvLjWxGJfMfCxe+7JyTJOVIZx+aRjCdjbDZVcKCmWPYLrR8jJDgbdMODGMXox0OoFuNivK5CHJHcVQJ3Jyn4YCkU1O8pawWYGUAW0SBoskr9J490LSZHNZDSSBOcwIpNuxIhdehpOVEr4wNQEOmQ3iWJc7nXx/z13YWT7wLRtyzzaLN66cw6jdf4i4pyN6dlZAarwWBq+i5Plquzb1X5XkpAH8iVULFuA7WRVOVgoClhlr9rmaUxTJtNK34FHIIxOqd8czvfag2NOxyv9RcYrOR2MLz35UITL/TbypoV5p4iK6eDp6gKu9ltoBB6i3joenpjG0eLeWEoYO73cuII1ryuMLYzT3CjA2e6GSAadKs/iUH4KS24Dfc1HvlrGrDmDOaOEXqMtTEksLtHSeIb5lSzQbygPqw4yp9uwNRNu5KMfudjvTKPXXLov4oL7lVmFxsTuTnIKN2PjeGZsYxvb2G7e0mcJcz03A1ah38paAp/PlCm4UdmfUft3O2o0WWAN2V+uh7mQvsXFM1ewb+YACuVCkr2/dc9kxhsTdlUW7ueZM2dkYTyTzcUplg+yg1jwAlcQ2LtVDRpea5APHTcTD+2ZyQk0fB9Xuv0kJohRsyx8dHZK/ObU5vM5vNloSZyg4kgD7WBEvC2UKcqzjjUDbAXtRTHqrc7g/JLh0ddV7NIh8CUMBXzS8UM0o0AA9KmplmMFMOGrRYPyQQZ6QSg1uQnbEnAK4wkCbVQ8FAvPPiVsnpqYkFiMABvGvl50CW82VRyQNWb4yfJC0MxeIo3+2gbaS8vITU+hUiOch6wuBEwAH56dwNVuIBJLBNw/XqsI+J7SN5RZOlUpYX9hb8w6WTB+NS7AdLsyKI5GVQgDV/vD1oQh56fSM2Jtin8zhiSOg9yKXhTg9WYdD5TLmHFyeKxawZRt42K3izo66Dc28K375lHc4/3wfLuPP1jckFiQErg8dRuej9+5so6JI7N4tFqR87LU78O3HUznC3gqn8O8BtTX16WGSbZBxvppTMN6TRbAkZUe4u9kMWWOYq0fCCvo84UIfvf+aya+n2Iaz/Pk/pkC8N+PMc0YrHIT1mg0pPuQzg/13G+lvMvtSO5yQnN/bxRYk1600wULs6XbR+mUAoB4o8h2H6ZWtYpwDBt+5MHQYrnRZ8T0tpgGh4CBBDV6J4wPZOp8UfuQThzpx+5FoxObQ0nYP1KgBqkCs+lN/m7Bhiek0Ht3zEeNtUjTEDwip0olZIfAiK1AlYx8TeIcKV4SS4AoAakOZRupEE5mO0SYI50zaj8IalFsLlsQxwNUcChr53ItoBcBVI88/Qg8y4Ubuwnzh4GKUZWFxi45RZt3ax50NacsHXm90BU9dp/oZJ1MLgTwJPsnY5sB4wjdeHLWYsBDiF7cx5X+GrS4iAmrimm7gEmzhFanB/TcPQNVxJGNWvI7zwdN0rCxhSD20Y8pvVXE4fy8UF6LtBR15DkeDuSeefz4cemE5gONgSQDNN5jsonegl5EI2yI1JCpmQOgkqmbmLQm0I7a9wXy9X5mViEV6e0qTB09elScmd/7vd8bOD7NZlN0Dv/KX/kr8jefAWSoevHFFwVgSfvMZz4j40fdxLGNbWxj+3q3m40ZUtaM1G+9lUDAlDL7VlJ60xggv/rqqzcMrJHkKDw8dmQKt9MY2HM/s92HWTs1VcAfXNiQWIaa2bsdBXXEK451R5O6aUzG80igys0y7dwO43g8O13F0XIBFzt98Tn3MfGWV/FfageKORwu5nC61VVAc3bHDRDzCWx+C3+5dM0lvwudcwKcYOI2CEL0wlBomm1D6b2zSy4IQ6HPTo2/hklCL03yzuZymMk5QkX96kZLKK7bQW/QkSh7EUO6FR+tVQZdg+u+h6YXIK/r6CR02qkZybpJg81k5G7zhEV7Ar0OTE7g0P4FXHV7WHV78p2yZePhygQm7JzI/3Cfioa5Z2DKbsZ17CuUcaa9gU4cwDaVb69IZJJGiSSmT7cmDKoxj4sgI161EU6367jUa2HSzuNwvoqFfBHHipOSgP38G2cxYe4d0EWQCuV/KCOUHmPOsOTcX+w1cLw0jRmnjAm7iH7oSayU19V1WM2X5H4pbJPNpsQzZK/dCsZn59uEVcaSuy7SQVxHyihTNouYsao4fYfZkr7e4pnbGdOM45mxjW1sY7t5S5tLbyamocQbax5c16hawr1Wo8kCa5599lkBtt9Yo3O8ay77VgHXNzY2JAdHHydrzPWWjALcsL6n9Vm6dceBKvdyM3FqBL5/at+8sF8wRiAQ5HAxj8KWWuPD1Qoudnuoe4rzZLtEqNBEJq61+iUYxbpCIEnEhdIxkagnkLGloisGSQL2syYKC0lMSv+c9Yj9+TwW8nl8bmVNNfAaOloBG3g3B0PPTtaEbUNisDjGRt8TBhlbIwPhZgb8XMJSwuOnRM9uxjrCe++9h48+8jAWTaDuuYr1RdNxKF/CqcoE9GkNTd+XWIysNLdi3k1YDqadPFbcHvKmifmCCa0RIYyywA42E6taG2NOQ8ZEMWhyD5b6ATa8Ht5qNXComMfxUhnzTgEHClNY04B3F8M9A1VobzY6cKMYc7kkXteAacfCkuvhnWYXH5qp4qmJmoytlzBpcoxptUplIIGa1mjYxMTzlTKu8OeRkoOi9f9n7z+DJEnT9EDscR1apKjMLNVV1VqL6RE7O4Od1YIgiMMecDBi72A0OwB3Zks7CBoMRhpIAAb+A41mODsQPwBiyTssF+ogF8AKYHdndnZHT8+07i6tUkaGdi1oz/uFZ0ZmpazMqsrqjrctujIjI9w///xz91c87/MYIn87NWKn4Vrhv2/OlGF7AZLHJC54XJlVBgMF8HoQYJWTEtN8asEqR9VDJA3y+++/Lw86XtDH/ZA9bkeIi4tJKTo/XEz3A6zJL9oHeQGr7sPv7th9mBsL1U9XzuLt9mXEAgvIoG8CRrcYqXbnizMPzQnimqIDxJs7nc2clumkmtK53DvxTACLLSl9amHm+N79WUh23N/YeQjdAN7QQ7VZgWbo0Pn01rdCTwhuUb1o7EIrwkFR9p0gBMnodlKaz8dHdhMPQ6Sisk6QCrel1u124I2SySntCtbgmueDmkkuJusZ9FBiKkgVWMXSSOu8yfBhHvOtlc7/meIptMMuhomLkkWGmhEv9qjQtG3mttEAbvqqLIjEqYe7vqK9JkW2gFykUHLw+yGvPJqSWlJgIJEPks5g9TeRBqJkETtPhW58K7sR5/H06dPy4rVDACCdIoK9GLSRUalypoykkgijiiJa0VDVa8IQ8zglSB9nR4iJ3fu9h/L7LILmxnPLwhcdXQaJf/Ev/kX87b/9t6XYSMfor//1vy7r4Y//8T8un6fk0M/93M/hz/25P4e///f/vjjPv/zLv4w//af/tHxuYhOb2MQ+CaYAvXsz1+1m9JUJSL8f4z2VYAoWr7/whS8cu9+a+/HHBVYZ7+oblwg9KQyWue3VfThun5uv4mszZXz7bpccfbsKvfPdi3UHz08fD4PnQWMyPq8JMGan50n2Wbi2Zgu2vHYzJih/+vQMmq0u3m1TNijZ0CvfzXb6ywa+ZURxzQijHAXQEx1dw4KjAZahC830lm2Nuk7JCPLzZ9R6uDFw8Z1WF2sBY5qte2EimMweTOiye/Jba+tCxd0PIwSphoViSbTSybiiERSWplgLQ7zUqOPFxiYj6W7NNuzcZR6Dc3cuCjEYUXITpJJ3b25Pjh+HzTllYW1Z8ge4PujDTRg3bK6tvP9ExZq5jKumIotRcpdGyVld81HQTbhphDClpjubMHZJCuxiZFEhdT3/7cSxJNfZeUkpoChLRH/eNBRfpZewwzSVls+SMcacQuBKvS4vgtII8soTvQSvyN9nmzCbGgYZQUHqe45u4WJxQcXAjylY5XGJZ2jjlNmHtUk8M7GJTWxiJ5stks9c+q30uZlDOu5nE7fHuOm4jI179MdoRwHWPOiYhj4Na0n5OB3H2fG8X6ycw6DjIkx2nqM8yiFj9pnCqUkz8S5G4PSlyt7AWjKr/NT8Kby13sGHvR7WNlhVxqKJLZfibjHmJpM5P2KSrSH20bdtBNAxbRlYi8Sz3rC8GZbn/EKljJ9cmJP3rw9dfHutLUD+bXtAWTQ9NWE7+drKGq712YibCNtJxbJQtkys+wEiMlsIMD2Tv//o7DSmnZ1jO8ZVZCO6e/eu1Djpg59NU7QjtZ2SYaJubTYukNnluM/TM9UmKqaFO/4Qb7W9LUAVglQMPY9bRvUZYcoHIs7iyPenErAeRnAMDbYOkTV9utJQTRW6Avcc9L7ajWLZ31rA+JBxEsE5KhcziDbPC8NfMqH09RRnSqzZbI7bsizMzc3Ji/tmPoD31jt37kgNnH70s+VpvJ1YuEvq0dFhXao6eHOmgqUba49NXPC4MqsMBgNZE/er7PI4xDSPNVjlUeghjsvovPHGG4IuexCWdyIeF4KUhfbduvoOMybag3KE2CVJGl1eDGRd2Guc58tzMFIN37zxQzhNatkxSb81zcfOpWfKFzBtHR6dfD/GQgHHn6PJdnLiHkdTgBZLkNqUeaF0UK4/mP/98FsESsUSLMcSgAq3Rz1vSv2M0z9vCgRpYG4wk8/mlu9/S1OkfJbAGoJZyBpDZ1iBVJSTRUYZih0RUJH3JJZRgaXtfL544+WNmw9qApD48KYRmFEyHl7RoGDYmC/MoBWvwMuYTOWEqL8RuEJeGEJCFKPK1nOSnys6Eez+5O+k9utHHhb9FXhlF2khwVq0ippZh6Pvv3Y5rwG8sX2lwqrC+SVYh+PrpC14GTtYVTekDcoPzewohcT7CwsifDF5zq4IOkXryy10b3Th1GyUKxU0ig1M1ablmHmtPUw0/nGZ0rZ8PBwhJnaPgtj9zne+gx//8R/f+P0v/+W/LP/+2T/7Z/Erv/Ir+Kt/9a/KPv78n//zgs790pe+hP/4H//jlmD9H//jfyzOz0/+5E/KOvnFX/xF/N2/+3ePeGQTm9jEJvbJsPsFuOcyOgx0mXzM/ZvjHttxFTRz4DCfFTt19Z2UxG7eJcli9X7jdEwd/8ObZ/Fr3xri660Y3YQF8a1yQJy1S/UC/rtXTwsA+GHY6uqqzDUbMhiXPY6+1k5G6Z8vz03hC7MN/M9X7uK9Th9BejCgylgudyz6UXJAs/Umrg9cAZa4ZHtOI4hO51hSUIEtGEdn0i1Zty3pHOR3KAdFYxSUp5NnHFs637612sZH/YGAKJqWJfTcbpKgHUSibc9cJz/HjsFzpRJ+Zn5+V51wskMSnLa9q5QSP3w9NGCRU5J5+FawugPjpYrsdosv888T3MW5Y0sCAStXh13c8fq4XTMRei1cMDM8UarvywhT0m0BuvSTUEAkHF8Qq/7TU04Fjs7uQRdv9+6iH7NbU4FZLhan8HTllCSCtxtzAATS8cX7TM664t5ck9jJqRVRLVVxtjaHKasmBauHyQJ7nPa4xDM0xhv3y6wyiWcmNrGJTexkxjTjMjosop09e/bEjG03YyxDoArrSWTpP8pz9DhrR7s1PbOIud84KRX0WvMF/MFH34Y5ZUk2XjWNKsuBKueLCzhTVACHB22PWzPxYYzSNWSSfKFRwz+/eVuA73vb+Jm41+iCNkpFpKmDIKR3naEVRiLvs/17XG1kwFfsiEoilHJEBIlwL1wleTuArWmYKtr4uD8QlsQPun2pRTiGhU4USUzDeOi5ek1A+V4cC+D/R2an8fpUY0ffOD+vvI54XnPfjj7/rHMwSZ/jMMcwcLFSx5V+iJY/atgdq2GROVIAKxuYoHvrWfzcIAKm7VRqOoMoxPfaLbQHLtoFG0lrFU+Wq8Jes59VCS4KQtk05Za4B0ousUmgbrNGk+EPVrt4a30g805gEOWCfnphSmR1txvnnnkMvpgPYM2T11Kp1ULcXcKqZsMpV3C+UcVrp6som4bcjx9XsMrjAsAfjmo09xs3Pg4xzWMNVnnYeog5FfL9yugcdnxHTaLmtN503F599dUja/TmF8JxJ3dz2RxSdx2GfvxUoYnS7Rg/9dwXJJPrRj7ueMsYxi4adg0LhVkUjIcDGOGFTGeTzg87PR+XpM1hLGc4UbRtyiGh3QNaGb9f7tEkLEAReXBvdpMJ0EIS8WprkrgbaXz7GCBKfRS1CjJpu1OyPrJLYfPIFAggS5FosTjCJiWgBKrCzkf1f/WiS0AQSybAit3YZZg8pHNeLBbxyiuvPPLzSgAOgVnbGWUUQEUBcnaycZ100msT50K2E8PsoZvGgJ0R3ote3BNpo1PWHGx9n6T1qANcJdXHU/iKgrKfdkQqSKWbFXOODw/tZA0zxvy+D1bOOQNNvug08CHJRO/NW7fwkf+xsC8R0EIw0XHLCzxoy++hj4sjdJRn3Ve+8pU92QJ43v7W3/pb8trNGBz/6q/+6n2PYWITm9jEPsl2P12IuTzNE088cV8yOvfDyngUMExO600/bLeuvpMAVjlI9+F2I5XuV+YdfLYa48WXX8IgiPFBa4BvLymK18/MV/H6bFnYOh6G3bx5U+JHsqkcpyTUSTIyiJD2ertXz8tAsRXmqcZtfx/7Of87KbMXfV8lbvPrKNs8V3SBFBZF/a0VJvh/vHsV/+WFedF1L+i6vCLRdyewXBO5TyZwmXR9q92W8eR66uzg60dkEknRi2LMFh05HiYgX2nUdwWqsPOQHXEsNpyE83rTG4jM0H58UuMNCVvOE6830oxTJz0YCliFc5eaOkpxhA+H6xgmEV6uze55f+N3EtKPU1p4JM+TU3Sb4HlJ8f3ubQGqkOmGuvRkV/nIXUXRtHG+2Nz3XsOYha/tEqjvXX1H6d7X64fOS50Ue1wSu0cF4E/imYlNbGITe/DGZyKfhQ9TRucwYzsOUAgZClhoZ/zFOOyoMdhx1I72anqm73JQ4HrNqsBZAV47/SJqjRr8KMCiv4pe1EfZLGHOmUHVejAS47s1E/OcfZKaiceN54QskZpIybLOsTtDZ26btYR7P0vwPAHwGxUeqcfk3xj/v/r362st3HBd/NKFc7jr+mg6NtaDQHzrDX86zdAJKaOppHhqliXMjdwqZWiENTKKMeOkqFumxGFVy8IL9eqOa473B+YwGHPzmn/U59WLE3zUHajZV3SQIxkm1qfU7O195VA5QLHO8Niu+Z4wzlgiswTcdV35/bOY3hewoo/iTo6DQBSaSDllKSqmjnc7Q3xjtSefI+MK484VP8S/v9PCn7k4J5K2exnlgBlD8vXCmARqq3UX37r+4UaDDms5j1uN5nEC4A9HNZr7nd/HIaZ5vKLhR6iHmCNfeUIeBhjhqI5QfgNn1yQfzMeBIOV8HXdy9zDdhzuNh8bxUBqoqDt4qnz+oXcmcex0glhUz+mUP6nmDj2ERgDDNu6RApLftx/7Bu3JuKlv5jIymx/VkGqpJFsJNGFHIhk5FBpbOWCJFqEXr8M0bWHWEK4UAapsSnqR2YOAFTKnJIiha5YC2mR035REDcE2/L6hEaZS3PGc8drhNd+cauKpZ58S4SFiOkTq5hEZj2u7hFFuOcRnN2mkLR/ktad3lHKlaAMpz0YYipIMA72PKX131qhsNLtk3MkllrghglQ4hiDz0Um6CIVaWy0BdosWTAshAnk5KBzqfpjrvtMox0SniPT6BLoxAZ//ncwsJ93ByO+hJ32cx8GsMrGJTWxiE3vwMkAHjRlyIPv169cPBRA/arx1lNiBfjabBUhHe1y03g8CrJJ3H9IPOWysmI+HR1Y2NQGnfGZu5yTdgzLu/6OPPpLkNNlDH2TC/ySY5g0F8EGwSTKiYqbtJgy0B4E2goRSowSCq+QKE7I5B2W6sW3GN2o7BJn86tW7eLmhEk0125L3bF2TrkOd2cNMG4FqGBtx26noyFcsA05oyOeXfF8kcEyNnX0lPFWt7NpxLJJUr76KQr0mkj9l43g02+/XmJQdT+Bul0Has+NhZLyCCSa5NexLTGgwVjQ1rEQ+TpsmloMhzkU1kTbazdqxr0AoMOCnJOYmbbeOgmYiSBPc9jrCrMJzOiT7CkjTzTiYgJv2vmCV7bZdApU5Jl5zPE9f+9rXBLiSxzRHkeF8WMZnz+MQz3B+GT/eL7PKxCY2sYlNbH87DuDFQWMa3tMZH/A7X/ziFx940fqoDCa5n02wyuuvv46ZmZljG9dxxjR8XrKRmHlWNmwy/jrseCQ3n2lwdBvnCwvQS2ceqj/zaWgmzs1KE3i+p9bnDn/fPuubfve9kQ19c7IW5m3BEo6oD2/xyvNvEdh9Y+ji/335mtTkyoYBV+ILtY7ItMJmZMZCBYOAjBglAdWrGg2BKwTgu2mKG8OhMJVUTBOfm2rsKEVKAFLevPLy668hZNkoTcQvf1Tmp6lilCGzpra1QUGMceCGasDOUU/+uY9dF2sRYw3WZoCMMqSRj1kUcHnQx3yhsOd1tBZGmC2a8ONMGiJoZLEh6KUTxfiw64p8rGMS8K+aN4qGIWydV/oeXm4ePO+/mwQq7xuUDuLPeTzDOvqDYPD9tALwh0dginxc7LEGqzwsPcTbt29LJ9JxIV8ftCNEp43JUjpr1J8n+u04x3VcjhBvZnzQ8CHGcR5WozG/ieTI6xyk8jCdIDqalIV67rnnRPv7oICDMAukwG9p9o6SKCfRSAn+3vvv4qXPPackWITNQwFE5L9RYvYe2uaxfKMCU9CUA6RtdLCpjjblBI0+IcCMTdYW/p3/RlmI0AvJmwKLT1ldOULjDoGeaiIZlGSxzG9KzfEs2qDsFvaVLFGSNQaTkb7sy9IsAbAwccjAZ+HsaVTP1HHLX5bxWLop9IZ18+EWEHIzNfb4EfZBevGthS2VXN87sZv/lb5cmiYjOjodSRRDN3WEIptkwE1cNIzmHg9qTdYAAxAL9liymfCXEH4aIkjJeMIxj1issgReHAoFO+f+0OpRY0YUKV9M7pLGnM4qwSsM/ujAslBEh4iO0YNkwLpfy+/tj4sjNAGrTGxiE5vY49+FSCYyAtl5Xyfrx8O6tx8FgH/r1i3xs5999tktsiVHteOmzL6f7sNxywE9HJOAVkYgn4dleZMDWR/YPMCOqIPYqhfh5jCEo2t4qlZAgdmwE26cXzZKNAZDOIWGJBnH+Ae3wCS2QybyaIMAF6G+zoAgJasjYxEV4wh8mwwpI+nSnPY5P52KpZIJ4RQftNowDQMNi/EHJaASia/Ep9eAKcdCydBwfegJLTZ13SkhxD1ZTDCaAu9H0zbw5lRTEsyLnifddFO2Lf/mAKQLr7yMG1qGYbsl3JIN28alSlWYWh6FTdmOxBKcsXvBent3IeZdg2Qb6sSBAqqMElvCHqlnWA1dTJsF9CIfdTY57OJzSyTKhKtZoKCQzD8ZVrwkku8sBX0BxFAuSJhbsgxBSgZPDW4cHqlzkNtnvMJ7JJO6n/nMZ0Ydii1J9jKxOw7GP4msK/n96nEwNqJ8kiQAJjaxiU3sk2YHjRn4nJR87cKC5OIfxnPoKAwmubQ8/WzWPo6z0HicNZpxyVWO836emXmMNZ7zPOnNxPTtFv0BvCRG3XIwY+/c0HrSjKCAGz/8AWZqU7g9kubZCVSylzGeSEbf89PRtcc4hvPCDaRjMItdyPSX/ADF1INtmAJ+6CdkC9lEuBAUcbFSxNWBL0wqNVsB8QkStwwNegoUTILBM1yoOHihVsF6GIhMZ8kwRaqULKsiX1ytoHbxHD5w2wLktzQDs4USzhSr4r8/bCNDSdU2sexLRHNP+/DmMtr9bPAvjmmiFfnyMxk3k5g1E02YbkpajE4YwIsiFExz1/sd59nWdcxXTGEQ5bZMsqeEbCLmGvdFliAH94h8bcK/6Rhyf0ewXAK13W5LbZfxDe/TbJggkxSJCfKY5igSNg/SHhdmlcFg8Fg0NBzFTl7Ee4IcIS5UglTyDrO8q/9hjY1F18Mataj5YGa3DhO7x+20HRfF3FG6D3c6ZkocPSiknqKD5mNn08nKO1MJZCIqmjfig1iY+uimbQFR0LjNol5CVd9Zi++kGIsF1AAldXTNbsJFbyNlS8eOj2UCKXZ/AG9qu6vHNxOTqr9QVA03qMp0ROxqE4YUfcctCMiMrk+Swh26MEwDVoGMHipBKdld/jZCsBKoEmfRaB9Etmiq8y6L4WbsqmSSU3X3GTAQDRJ8+NbHeOrpp6BN2+jGA2Ht0XULYRphxW9BL+hCcfiwjUCaolYWwI6aw8355nHm80Qwzm7rKUl1hClp+NRn45ByQIZk3rM0g4cARlZAGEWKvm/EqJT/S2Ny2dGKGGZ9Abfwd14TlCniGNf9AKFOoBCpstV5JWiF5yFNjWNLtgqrkmnKvZmdCXnXHJ0i3hd4jbLgkjtF7BI+CQnVR1GIul+bgFUmNrGJTexk20HA90xmESDOwJZAlYfZ3XI/wJDxGIwF3IP62Q87nqHfQcYKvu6n+zA3+gP0X3ieHmQChwAJ+u1FdmqN9sHkHxPoTDKRTvkga4Pb+PWbHXxjdQAvJlshgRUmfvHCFJ5tPDyt8PspFuSU4H/szddgL7fx9ZUOolEcQhQEqZhp2xXa88Qj2U+YRCT4mu/2whheqhKElq4ALKTRTlL+TibCrawtoyhFwTFMBVLpM+anpA0B3ZoOS9PxRKWA5+oVYVq54wVoh7EAYkihTd96yrHxSrMqOu9LPIftdTmnTLQTSFG3LDirq0i7PTz92qu4EvoSJ9VMsiJmWA08RGmCVxrTsB6Bb3yhXMOUvYZFL5F5z9O7+fzkSfHdCKf496JuYpCEwusoNNpxAtuyhEGTwJ++HiGI4w0wH+9FG7HM6N9ZpyzMKpQMKhuWsKrw+0yQzzkVrISK2psxILtGeZ7ZOsAEe9k8nms1jwt2k0BlPMMCF+OYPKY5Cv3zpzGx+2npRJzYxCY2sU9yTEO/m+yQfC6SbZHPy4dl9wu+Z2GRtQ/694zBjht4elxgFfoZjBXpW9yv5GoOPCZghMfLmOJB+CrcD4EV9JcpmXmUZuJuFOD3Vm9hPfSRpBlMXRPgw5dnzsAxTm7JlP4hGw0uXLiAV06fxq9cvSGSLtvlenYzzppjqJijbBoizTlMYgHdMxIUJQrGRTowwt/vyjLJIMq0LQmC2JRO0Ewi61xDxdTwUrOMMyVH4tCrAw9diWlSDKJYagUXqg6erpeEoaQV+Pjq2pL44XGaCrCiqekYfHgZp+fmYJ09hUV/KD57gY3HSYJbLqVtNJwtHVyp4biM6+/N6QZuDT24MaO+TQC+oWUCFlE89Px3aySYm6MB4ahGyDiDcYsoAZiGsN0QxFK1TMScE5Lj71CjoT1dK+GuF4i0LM8txzGIE4lbdY1jSxAkGmyDIB/WaHS4woafosnzd4xxwXYJVK5X3hcIXhlnzmeO56SA8R8XZhXXdT/xDcUnY0WcwE7EnPWDFxop5Q7aYfaoHKGc4peAAmqMH/TBfFg7jHTSbra8vCwPVVJF8XU/zguPl+eGTDdMEH/44Ydyk5udnZWi9f04VtxekHnwM0/kaAiWkK65kQwNfyugBBsFvPvOu5JQ/tznPndP0kOK9lk0YuqwN+WKsmQDqEK5FPksUrjpQAr8Ze3kdfrkoBw6feOU4MW0CjcbIMIINEEJGI2MH0RA5F2Jm32J/I+gBtnmxqOavoxyquXBnSeKR+wzhj7a3j1jUrI1ZbKbFEhfFsD3XfR6A6yvrsu1yhu3U7FRLpRVojMHdoxxe2uZLuc7gYWCVpJ9dQcddHodPPvKM2g0pnDbW0LZKI46/4CC4WAYe+jFA1TNR4NkrBoNkTcapoONWebayrYw0Og7aiNynZWMGpKsjSRJ5f5nMLM+6miU/7IM7YSOv4sFuyq/j1/zeaK3qtcRk+UmCzcyybpmIIktLPotmEaCqQK1KFOkkrBXmohUgCcby4Po5uP54PXIFzuweXxE9tIxYtGLRYqccYX/Puz7+uPmBNEmid2JTWxiE3vwdhR/Yr+YIWf9YDLrUchVHhYYklP88hn+oGKw40jscs7feecd8TMOK2Wam/heWSb+NRkMv/3tb0sMw3iGr/sF2a75Ib61MsDVvideNzXB3SQV6RgmHOdKNn7yTAPNJBCgCkH/OzU5uHGKNT8SDeuZwmba4JsrA3x1qQ/H0HCqYApAoxXE+LWrLfzFl+ZRt09eioGgHK4rric2GnBd/rHz82g4Jr651kYvULGbl2iIUghbDP1jAnOYvOY8Uu/72bqKGfhZJoWV7vpI3534E/F1NQGU2BpA7kbSX+egiw2WQy2DZTJBbOIzU01c7g+w7nlIkgjNYIBiq4tWMECpVMa5ko0409EJCVTJMGPbuFgtClCFxjFeHw5wsVzBKaeAKElwZWkRdpLij7/xBu7GoSSAZ5xNFtNpu4BWGEjn4lzh4fvDZdPCz8yfx28s3cRa4Mm8COumxCucP7YSqGt0O7sNI8o5p4RzpSre760hS2NJzFoWGxpUN6eSfgU6SYRhlqBqWCpGH2Nk5XovaAZeqJ7Cu71ldCJfRVMa2WqKEqe6MVknKc+UiCQTOxbl+9Cw4NQfGDvJbhKouQwqmXOZ82A88yglUHkffByovfOGhk96cndiE5vYxD6pMkC5382CJ8HVD1uu8n5ih5WVFal9sG7xoGKw44hput2uAGroc7CZ+H5ijzxvTAAR6wcEFdE/yWs098N4zW1eG/ZwedBFLwqlAZJzSDlL+rUEOlyqVPBmcxY3r17btZmY2+nTF84S1ExHctO5//zV1dtY9T1hGjQMMrmnuOF2UWwb+NGZhweGOozdvXtXQDkEbJHNgvZ/uHQBv373Lq73lcwp/eVo5FfTd2W9RWIaoScEFpwCpguO/N0lsyMjGy1DQMDFqGlVgBZpNmp0pfTmziAYAiz4oWcadQGX3B4M0Qt8lNIQjeEQYdzHaqWK6YKNpOwgSHSshaEAPQhiIetKvp12GAho5lypLNtaH/Txg7U1PHt6HucvXsS7vbUNoAqtZOrIYoLwXcwXKlvASw/LXm7UpHnh95bXBCyv6mMZLF0T8BMBI5tX6Fbum7Kh49laVRqSvThBEsfICEQx2MitzqM6ZxnuRh4uFqv8cccazQvVEm4PfVwb+FJ3lHNv6Him6mA5HKBopxjEOnohpZMSuQ78JMOMY+Bi9XBKF4eJaci0who1X7kEah7PkO30JEig5jmZxwGAPxgMTqSCwHHaycsknQAZIF44TGbxQiGTxKNYrIfpQszpjMkk8KCdtqN0Ih5X92HuBHEclGbiixcrk7x0iliUZsI4d4oO0qHopx76aVuYIdRO8p63nOdMAS5YmB+uDxHFkQBVtkssUU6mm7TkQUMjKKVuTqGolxFk6oHB9/LxaDDkeLx0iLJ+ssAq+bqi48p1NQ7KsXUHZmYJKIfACfk8E7Xa5prdDjRRaUP1FwJXmEpU76YbABc+dCnbE6Rq/sZJ1PKfFaiCCU1dWEaKZgU9frupoVatwnM9DH0X7cV1xN0MU/UplOcLcq4sffN88VwLoAikodawvt6WgsOpM7MoFpgUVgCQHKiSm6kb0l23K6r4ARvXTsOYkWPvJW14mSvrKgerqA/Ri9yK1jU0CzWjhinzFFy3j142hGWYyERDUvV9clmaBO7oJbRiF9OFCsqGvQEO42s80VvTphFqvqwBgouQWrgWrsLRLQyTFF6kQ2obGmWXMkSJjoZVP9S9m4liotw7UTDqFHUwZRcUFfc+1NO8x+cFH46bwAs6RQTMkRadD/jcKaKD9LAAJI9bF+L93qsnNrGJTWxiD952S+zyuUcQ+82bN4/kdz+o8e3FvMhYhowqD6rT5qiJ3ePqPsx9K/ojr732mvzMJDxjGgKM+Dt9lDym2a8oHCQp/tOdDn7rbke615hcjFOC6NXf6eXwvZtuiB+2+ngpaOFnLl0QgO9Wtr4M/+l2TwApwyiVRNuzjQJ+8WJTwB3fWh3K56qW8mWYzJxxTKz5Md5e9/Cl+ZMV07DBgOtqOyiHoIivzM3g1WYdK74vycQ4yfCvb7XgJakkSuhbmwY70oCKZQjDCX1QdvtNOzbWs1gSpQSSMOHHZLCosWsaZosO7nrRSL98qzGO4bzRAf/8bBNfmpsW1pTvt1uSrDSTBIPhADc7bZi+j2csB2Gjjtu2hfOV8pZkbDeKyHOIqmXJmlm6excVXYc1M4Mu/d843gBZbOx/FHsRhPGobMYp4k+eewof9dp4q7Mq1ODspFRzqCu0iUgojaSRRmt4vlDGZ6fmsWCX8FFrGT5SFC0bAQEuoziRHYPPlJpINGAp8jBdLG+55nLZLdqCWUKlfgarkSuwIxYyeA3c9Dqomg7CjHTakcj/hFmKgm5hxi7hbPFwYBVKC62HnrDfFNgpapcEtMNx7ReD5BKo586dk3HnYPxxCdQ8pnmYYPzHJaZhIxrj14kM0MQmNrGJPX4NxQQb0u9mXEAg+/343Q8znhmvfbz88suYn59/YOM6akyzuLgoICCCadjYcL/NxHmNhn4K4wqCxBnP8JXnXvPcLHOv++2HDIBfXbmDW95AAN/07QjYZkyTc1MwV0+WjbeWl/Bcx8UXdmgmHsQBvtO+g5VgIL4dfbjnarN4tjKDlcBFK/TEF8v9apsNmFmK68Me3mjGKJ4gdpV8XTG2Z9w4DsppODb+qyfOY9kPsE52Ew14v9vHO53eRmyi6xosxjVcM4y7ydaoyjGYKzhY8SEyPr1QgYFyALkj0qMGVoJRvWybkbGTVrFM/MzCvPji1wddXBn2YGEWseeh6w4x6HfRCGK8WG3iVslGallYKG8W3ekfk1GS8QGBKgMC+ZeWMTMzhbhaEVCNSHMaW+NhftYX4Hoi7IcP27iWGcc9Uy/jW2vruNzvCSMKeWoU6EdDQjklruOx4ZV04NlaDT+1MIf31lZws9cTRpSEShuJapqnzRQKIt26FgWYKZQxVyhtkQ/OazT0xn/mVAM3qwGWfEos6ThTdHDL78KPdEwXDAHHrLgp3CRDJnOt44/M1e6JE/cyXketMESLvnWWoWnbOOUQBKbvG9PkEqh8sZbL+8RJkEAdly076TYcDj/x4PuTc9d9BLaTs5Fro/OiIfr1UdGrHhQUkidLaUyWErH2IO1+HaHj7D7cSfuQiQe+yNTCZASBO3SK8s6j3CnizW785kNwyTDpwoe3lQmExf4NUxzEIgYUpyg2ipiZnoVtbAWqxFmM9XgFScYOLHMDELEer2LGNDZlWu5ZUwoscFjN61x2hYARfs8W0IVx7DTZO4FyMHIMbY1BggoUCDrxMRTQijoKQlJMAbWox3Qyekf9HvFzpDYbP2YidjOeVzpPnJNNORuyrdCLEvAIEY9C+qwQvzWzCT0x4WsuKrUK6vWGsKV4XR+ttRYWry3BqhswdRuVYgWlcgmxHgpshujsldVVcYSIAjds0j8n4qRy+3RUc+1DQmviLIBjEMwSCNDluO8RwtwSDRFkMYq6jbpVQWHbWpPOz9SFm3K+FQxIkt66AkLlUkBxSueT625Ej52mWF5axu2Pb2Pu5VmkBo9nxHQjupQOLNSFJYedhMMkRNVS95QQEfwsREqQj8ZUbirn1k6LcFCUhHIncRGl1PksIg4TSdxbkVr7POOn7Wk0DyGfxLm/POhgOXDldx7XXX+IhUIJl8oNuRcddP75OT7Q+eK9nc4cC0J0igjK4lrPWVf4epAB8IRZZWITm9jEJvYg45ncj2Nyl5rjjzKgPSgAP2eAOQrz4sNI7B5n92Hux2yAJwxjC8iW4B3GM2TPpK9CEA9BK/z7eDKWIJVvr/bxH2+3seJHkhBzdMY5W0gFBSZOFhSTtMBZig8LM/iJ5tw9c/21xb7I/Bi6horFzq4M319zBbjyyy+dQjdkN5Z2D/iBnhoBH4c1jv/9jod+lOBUwcJT9cLW+OAIxpiQXa0XL17cMQnP3ympw1duDdvGv721ik6kwNxNx8IXZ+somzo+7rvSsfhEuYhnamX8k2vL6Ef0i8lqyMSu8ssZRZwtl7Ee9JEQgDG2z5xBhOdiyrYlacz5435fbUzh6qCPThSibk/h0ryDM6YFv9PB4toaAt/DB+22JC6rvK4dRwAnU7aDKIpx585tyQewMLIa+JL0JXtLN9qUF+baIsBlPQjRsgLM2AVhiDlOI5hnJfAFcJ4zucw6hXs6HvtRhI8HPayTEpxzl7ILUMMgUU0DasA5AEiHw++PwEIfvvsuZrUYrXoRocTS6nza0PF0tYmaUxTwC/fBJHaR7CqUXUoiuEkoBYpe5AvQ57RTxkVHFU/4em+4KvuzrQLWQlfYNYuGAzcOUTMcPFmaga0ffM76UYDLw3W4CSVTldQQ45tL5eah4pn8PsH7wHYJVN4rCFB8mBKoj0tMw8Qu7ZOe3J3YxCY2sUdtfJ7lMhjHEdPQj2NMQwYJyrs8qmfOQcEq/AzjGTZB32/t40HLrY6zqJMB5dVXXxVA9/3YOAh4vEZDX4SglZzxOvdTyOhIy+MZ+irjBWnKwLzVWcH7vTa8VElbKjZx5Q/mbcXyK3PZaYqepmHt7BycbWBd+lq/v3YDrXAoTByWRlBDhLc6d8XHI/M4gRXCDDJmlEehrx8khwerkBnkrjeUcZ4tVVCzjo9VnI3ZObPQTv6MYiopyov2fL2OqrmEd7o9AXkQ1HGmWMBnp6ew5Pm46/kCQnm6WpF5+K3FZRXPMTYdWycFy8SZYhHtQLX85pa3YAdpJg0Mpwoqh84Y7kKFdQVd8vdauYTT1SoWnCJqUYr1VgtOq4WbegbPstEslVEsldDm+daUlCmvH1778wvzsIpFAX+wHsDzRt8+Z1YhqGbZZz1PQzsIYRfNY4shcxvGEdYCV2IHSofOOCXUrK31As4fGx+uuX0EWYqUzCqZDjfm93NOfA16ymYITZp62QRhaimGvR7cDz/G3Pws2mSzkRpNtjEXbzSn4BgGvDBGRxgxS3KtUQqrnyVY9QLcGYYYRAlmbBPPVou4WFLj65JhMokxaxcUoD+LcLGuS3zINf5kuYynqgdvMuF6uDIY4NpwKKAVXu+3XLLaFPBivX7omOYgEqg5k+SDlEDN80KPS0xT+YTHMxOwyuihnt/42XFPuZOccvVR2UEcofFk6cNigLmf5O5xdx/S8kTSTsbt5xRTnEM+zPmQY5KXTlLeoVidKcPThiJls51geMO3ll3kHBoZdCJGNdKphQJOMbXNS8hLByPmlE1dRi0j2IHafz2UDPUAUACMEfhBQDApbK1waKBKP+0gEHJpBTPmg7uol+BoBQGEbLoX90eTzQdBTpO9n8WEMmhCdC2gCT3jCBwBp0hH4jbZF46N39lkYhljASG7h06nUQFWcpCP/GmUhLSygkgs5UaQTs1soJJVBTSTs9eUpyuoTVURpWfQCVpww6HILvV7HVB8seA4uNO/iziKcO78OVgmWV18mceSWUTZLKIfD1HQHUBjN50ng+D+WvGqfK5uNOV8Kt3MUBxionltw7qHlWU/a4d9kdAhgISOXS8dohsNcLZ4CiWzsJlgjtfRSzojqR81d2RJyc+5vM9kreEgQ4AoIQI6Qy9oY3WxjVdffA3VehXr0RqWw3UBsThaBQZKW8acg3XueCvoRj3oegbHVM4n176u+Qj1ALWsqdhyInWNckR1o4h27EoXIc9JyXBwoXQK1iESu63Qx7LvomqRFUeNi47pou+iaRf2ZVbZyxgQMSDjS7QcBwNxithZQFmxYqUEc7aMtGTKPWXKrmLOIa2h9anpQqRNKLMnNrGJTezB21EC75wpMgc9k0WCfhzBDPS7H7VEw34A/DxZSkDGUZKlDwOskgNqjqv7cDypu934PjsP+eL+GE/lHYqcLyZ3BIg/PYPfWI/xTtvFehAJRTPNGzu8rbsg2J1v6himGb7b6uPJ2mazAyVvvrY4kP036fQJhTB9cw3X+gEudwOcK9t4u+2iJgBztXECWugAzhUPt95uDgL86pU1kRuicTNNR8ePzlXwZK2Ic2XFpnc/lmvXUyI3p8ney9jF9pt31/Fue4AwBU4XC3i+UcLnZuqSUKS9MrW16PD6VBX/5taKMNkQSEHGwjhJBcxzaxCiYVuYK9pYDUL4MWNAbBxnwTDwSqO2Jak65TjSoSY00hq7FdU58EslYUopeR5+uLaK20GAsL0OM05Qtm34UYxb/SUpijCpx043+vEEqhD0vhb4kkDn9m6QkTQIJKmdDfpY9n280mzidFF1NxII0ovV+SADCBOkh0n88vsf9DtY9FwY4qdnWPJdLBTKeK6mktc0Jly/vraE294QBlmAMoLjWRzIF+9mQC6yPvx7CgHZfP3WNbyQZPj51z6DxdDFe701LPlDVAwLp4tV1O3NuEkNXUM38vFRfx3rgYfFgOeYsqeGxBg3/T6eLTfxYmV6o0GG1OcVw0TdcNCOyZCaItM0zBUqOHMIVhVu67bfl47RplXcuGY4ntteF9PJ/ccz+0mg8vfSTJ0tt0DRRNkuYtauYcaqHkvC93GJaZjY5fF+0mmzJzaxiU3scTbGNATc589OAino89KPY37/UdpBQCF5Lp3PRTLA7NT0eRLY73NADWtKbGq4H9axvZqJdzqvZPjki9/JgQhXrlyRcbAQLUD9WgXf6K1ixXelEE83MOeX2ATfb/KvS91G436B1dDHHW+IJ8qbx7Lo9dEW5hR7w/dkAysBxB8N1vD55nnYGgv3m+AHGn8nwJnfO8x8fLe9gre7LSXDowaH+UIVF0s1XKpWhAHxfoy+HAFbvDYIVDlIk/pd18Pvr65iUQApOp4slPFSoy7joE//ZHVrsTtIEnzbNnGlr4A2NpnM+YeRf065TcoGEdjDGIJABWE7l9oDsFAq4omxRgoFWKnhTKmCKKXsDJuHVd3ErJZRPnsahXYL1/pdXA5cJMMeioyNCg4WV5YRDV255hnvMl4g+w1B/TNxEXe8vqwAxgvXhgO4SSyM8N9tr+KUV8KrjWmJsWh+QsB6IpUpAk3o8x/G/+1GAT7uk3Ezlu9GqSeSQ5cqTcw6mz7lO50OvtlagztisxzEGXohmYC2+vcp61xaBpYWCWq50u9jeOsWfuypp/BjpxfwVqeN97ptAcgwLnuiUtlgPRHWEumlz3B10MVNr4+bgxDX+5E0QDDG+xjAe30Xf/T0DE45Fot1wqCSpglOmbb83I35+Qxlk1KoddQOsS47UYQbritNDmThyeO+Jd/HtOMcqUazlwQq7xUG4936DLp2EZpt42ypgGfqJTRt61PHrFLexiD1SbPHGqxyXHqITP4R3cmLikndh0mder8OBzXqCL44SrL0YSR36fzQWaPzcb+AmtwBytHZ4zcPAkHIgkHpmJ2AAeMdikRhM4HPJO+tWzdR18pwSg6sgkX/Ztd9q7lV+840FuJ1AaqQK8Icu4TIYpGDBHKTnzNNwC0EkViagygLoI8cF4IxuL2SfjhUnJcNEcCT7wqLhqh6pwLESHSCaCwUUIYhRGAHN3Zw8nzRiSRN9n7risfrw0WiBaPfFewk1dQacbKdE0IENvDFcedbUnwglAdiIpC/8wZF0Io6PhrHY6QmSnp1x/NNEAm3S4uySEAdQUpqsliYVMyCIZJMWZrA9wIMegOFgLE0tLotcYxKhSJKRlkcrzlnRlhGBgkpA30lPWQUpbNOdMyTobDLWFoBy8E6+rGLBIHoExLUUDerqJo1OPr+ziQZUFaDjvxcs9S8CYgidrEadnDeUJ2vlJjyM3c0f6R4N8RLHweqjJulW4iSGFFMZpsU554+g+mqevjPO6dhoIqrw3UUNXvj2iLAhPqFFdPBatDGWtBBybThmOxyzJR2opaipBcQZyFCwxe5q6ZRw0rcg5uGisKPxRjqKQqaSpekbPEQDj+dUi7BHKhCEzpARKJZehRHaNw4rzk7E++nXujjndY1tMIBonWu7QyLBRt3nCpebl5EuXC0Z8Rxjfth2KfBEZrYxCY2scfZct+avjITf0z6kUXiySeffGQMkdvHt1tyl8k3sl4QMPowGWAOG89IF9GVK0JPexRAzW5AFSb8KKHDBNS0sykXOm5MTJJam6+cHY4xzW++/SG+r9Wg6eY9CbHN/eaAlS1ofEQpcKWnmC9yG8YpelEiic1xIy1xJ0xknJT5udz3serHAuJgwovfe6Li4MXGwX0kAlz+6dUWVr1IgDGUq+mEMboDYD1cx9mKhRcbZfz06elDgSXy80XG1J2063eybhjh//XBbdxxybyoUuHtIJIuwtNFB881dvaFXpmq4DfvtoRGe8RViKZjy/Hw+5zHNNOwUCygFYQIU8piKmmlFxs1vNC4t+NWiupjXaa33CE+6vUwiCOhXHazFLVyCSXSREcxUs/FYNBHqmkIPQ+DtVUYjoPzlMV1HEkOP1tr4OawjxtDF2tBoCibC0WRK1oPQ7zdaaNpOxhEEa4OBsKK0g5DAbTzs6SpfrJShX2AWH4t9LHke7K9nEmFsQOp2mecAuZGfvS1YV9YT1goIDU5uw3HQVbbBVd5FyErUBCGiHUNp597WsB45606zpZqeKe7ih6ZT8wR6yebO5IIp5ySREkf9FoYxKGwVzKxypiCJowryHDZ7eCJahNNy8FcsYaP+2tw01i2SRAXAUC0IE7hxSHK27oqdzOyuvRjJtrtLdc2fx/GIYrHGBdsl0C921vDR/27cIMu4m4EwzJxh2ujOIOnp88eeb+PE7MK45mT8Eyc2MQmNrGJ7R4zsD5DP5fM7AQ1kOmbwO2TXqOhX866EnPpzz///EN7Nh42puH8sumZx8P61/0AavZqJg7TWMkdGqaAA7abgOGbTXlR0YAFacYzS8vLeGf5JtyijdDQhQkvry/I9/L/jWop+e+KA18TkABB2eNgFUoA8a85UCU3+n/0v9gU+US5ho8HbYllmHcmUIXH92Jtekseej+74fbxVmdNKjRlwxRgNf3N/qCNGwMP3+908eNzs1sAHYdp/mYD5ZtvvnkgWZTvrbfxH+4uCpiDp4W1jV4UC2jjfLm0Y12OwPSnq1WJEzjFKfPwmi6ge/6+HkYy5zWbzdlkDFS+NJskyP7xecq27LCWOIfjjacf9NrChEIwBtkXU8sQoIs0ekch3F4fnZFveafdhu25EgO/WJ+S83iuWJc5ZlMr4wjGVWcKZdTsgoyHrDYV08RztQZuuV2sBEMB1zDeYG1nvlDCU5UGForlg4HN3Z748VP2ZoN5Lwrk/aalGCO53i8P+hKr8lgJlGFcnMcNObgqtzjTpAxF4IgbJxhOTUl8T/vc9Kych3e6LQGf5EAV1lY48WzaZQPA5WFXqmqLrmKcKRgZTD1Fw3LQCiL84Xoff/KJeUybBhreUGorrDnxWIwsE6Yd1gvJpp9lm0D6/YzMnIzpxs8154DHTWYZHtNx3fvGJVCjOMZ/urmEj3pDJIN1dtfgpuPgw2IBP312Fgu1o0kQ79dEdNJimvoJeCY+SHuswSpHNd7kmRz9wz/8w4fKTnIU1C5vluz6Z6cYk2/snHrY4zqoI5R3HzJZzqT5cXYfEqDSiVsig6KcDwNVvYaq0diyH36foAUCRKS7rFpCrfYkzl86h7VoWRg1WHTPmVREH3vbMLfL8yhXSKGIxz9rUIIlVZSHW4+VTBuKbaVhTGOQdBFkSnaI7CBlvQpHP1zx2yfDh8ATdCSSusv5NaiVTsoxQiZcFFHJ3bh9jQ5iTr9+UAmsBNEGUAVjoxDJGZBRgwjWnW8zCmgjPCwb72BDj5ywCsU6w3PL33Oxm6JW2cJos5Mp9pE2/ITgiAI0w+HZl3Xjx0QBK5SmaZloNBsIUx8xteG9AZZuLON2tLxBSzhfmkEvsdCL23KeckeX4yJYykuHaMeesKI4Btei0qv3E84LIU0hpsxZ2GRn2cPIyhKkkbC5bMwR9SGFcjoQ/UVbYyEikuQr9y8SUKTGHsk/bQeq8HeCekS+KElQpGMp2JbNNTpllwVZTmpEdeYUUGjKInU2KbK7Aryxhe5dgYoonRRnCiBFVhk/ZXdtE0XTwdnyLD4c3EEvcYVFxYKOCgE9cHDbbaMIQ5K7eUBzEEeGx+unAYJEUZgHiXImDqLxfj/WzwLEBR1nyqegT2kIghBDd4h1t4vfv/lNTOnlDcQvO1gPe297XBK7nxaKuYlNbGITe5wtj12oB04w+8NiJzlqTEM/jMlSJt8IVHkY3Yf7jelBdx+O+y657/Bx18dv3+li2VdJwLNlGz93toEz5a3zwS69K11fgCRTjomLM7Nynm/eWodxp41+SIDwKCm2kdHdMorRv5vv07MmI8i4lUwdZUtHL0zk5439J/TJNTQcA0/XC/jfPzmN377Tw7LH5B/w2dkyfv5sA/ZIt/wgRqAMZYsI7GCSmMcm2ug698ckqYYfrg9wrlTAi82D+SKc4/fee0/YJXajyd5uPCf/5tYq7roKOGEZlNPMZM4pafm15a50bu3E8MJZJWCH9NdM1LHjkECU3Ne+UCni2sAVmSBK9fTjCIxKn29U8LOn5/YF4VB3/t1uB16U4uYgwh2X0qpkZYlwrpyhliVoez5ONZtwderMB+jHCQrDddTvLOKDqVWJZwjYaTamseKHmKdMjFPYWAlMOBLAcpMglTAQQDj3y6Qy1wuTvF6nLQnKz03P7Mt0I2DzUfIyN+lkFHaTcAOsQqp3JnSjzBh1LBp7rlkeN4sIjEkM00QnifDE6BMc0xPlOi7321iPFACL54DMKdS2X/QH6MehJHnv9gZyDXJ/eeK2bjroxmR0HGK6VsR8sSa/fzRoqX1qOoq6hapuS0HkxrCLp0pKYid/HcQ4p4PYF9kiPaO8rYY0PVg8dFjj7LV1H4VyEafqU3JtsOu76w3xcesW7n5wDTONo0mgPi7MKsz5TcAqE5vYxCYBvkxtAAEAAElEQVR28mWAgiDAN77xDQGj3i8z+4Mwji335bc/s2/evCl1GjZ8kuXspNZoCP4h8IF+IdlqjlPKlM2c7/dWcH3Yltw1c8ZPlBp4oTZ3jwQkgcP0t5h7PuWUpf4wf/YsPrr1EdIwEPmfcckf2e/ou9IPPGIPHBuV+IiUOxk3NlzmYxsHrLBQT2Az5X5+ZPqM+ImXB20pwpOh74X6NJ4fNXge1K4MuhLLVCxbwN5hlsGWvHkqdQL6jl9bWcP8+YIAQw5iOVsqfbSDAqBW/AD/eWlFYpiCoeLNeASUv+V6+LDXxyvNxo7fpU9OoAfBJ9nId6f3PohjOBpQNS2sBKF8xrTZjBqhouv4hTPzeGobU8vOc9TDzSGZDTVc7fsiHcuz2LV9nCs58D1PQDKzszNYj0JhAIHvotZax807KwhnZ6VOc15YGk3c9nycKTob8QPHS0ZJMjtWDEoQDdCj7GkYSdUpSiPcctV7ryHDmeLeYya4h2v1XrC5JbHSMIlQ1x0BAnlxIuCnXsyGeqV+gB2rNMqGSYKCnsIyDcQCboll7DQCTs4WK7jjDWT/0hBO9nrLlrV/y+3Je36iwU8yVEzFLsRzzrVdtTgHzBnEqNsWnqs38c31FZEfJQBJ03VMGRamLBs3hj1UdUPkWvP8xEHWmag9xLE0UjBmlrVvGtAeUGPuWpRgFQbOTzdRIMNNFGHourjr+vjNH7yLZy0cSQL1cYln8hzao2Yae9BmfpodIZ5gJrLIuEGH4iQhqPbSn2eSgcnSR9HtfpDk7oPuPuT7rXgFvbgHLw7gJyQMJuPJMmyNciEWHN3BjDWDTIsxTPsC6FDyMAQ7cN40JUNj3Vvc3x/csfN6IzvKQOsJgMDMeGlpAlVgMb88kgAiwIAMFJS2ESABycgOue7EQRZGlhxFnLtvm3hNkW/ZOOb9b7i3b98W55qALWqcH9RCEKm8qVWobHNke4FV+L6cg01c9Mb4zYwQBxMh/NGxknPFhg1q2O9/2yL7COV8SlYRpkHgSyogHs5/2SqhHXRgFg04BVtYXMpGhQNCamdoVBvwehGW1lfx8d0rcGDj1OlpONMWivTQxoznjshxOiREjme6LyOl04s0kS5LOkTDpL8vWGVzBsfx4/nvm+8QfMIlQ9YZik4RgLP7Od5Mltu2CUM3RuCVzXVOp/1CeQpTdgmDKEA7HghwphP30Y56Asapm7xmxh/2m+c4/ym3GaeG68N1OAalhXQBsBCAk6UZ2qELN4tQyuwtKPzdnKKG7UhymYAZMuSIVimBUGmGQWIrYNMDcIQGMVmL1FzTGCDzZcVF1GeKqLumUNHxuuG4WQDIHaODyC08Lo4Q184ErDKxiU1sYg/ejhKDsPswBx0/THaSo3Qi5vrzp0+flsTuwwZw5gnnewHmD7f7kPrS/+TqGu72Q/SGEYZRiu+lGX7j8jrOlCwUTB0vTJfx+YUKfutuFzeHgUjJkI65bhv4kVMVfH25h5VA+Y5jeTFoRDPfY1uPlbPOYvn4PBBo8cW5Cv7tjY4AVsomKY8zYVW5ULXxTF2xBb7YLOH5RhHdUIEHyiOZnMMYgTL06UwNorPNZJeAXVImvdj5yG61FB/13AOBVRgrk6mH/7IT96AFjlU/xI0+fXgmOtUs5d1xHN+yp3TAa/a9MQgTc/NFB9cGHk4xSTeaRwJGSI/84/NTONt38IN1ysCkkuj9/EwZX5xtHogthgwlgzDBR91QWF5yOvRBBFzuhpjWfZQrZbQ04HzRwXyxIN45E6wZ5XD9ANeuX0P63nuYr1YxqJRhFzaBKsjXAIExYQgvZqekAuqQFprHM4hioQNf9Eh97W+ATXaz3a6pzZhVGTsGKfnJpCzHS5pwrsmtd4uxb/Ca1Xn96IpOfNt+6paDF+sz0qlJID7njtTgHw86CNNImCPZBbl9rDnIa1yWloWV+UJNkrgFy4SlmaJPXzAs+HGEXsJmmBRWulXnfCcwfkE3UTUdLFMKKOX3YukgZcdtQbfQSM0Hcg9kjOomgewjHx/zR+xS7MUenphvIuq4GxKo/Ns4GP8gY3pcAPgTpsiJTWxiEzv5xloHGUpYn3kU8cFelufvxsEq/JmSe8vLy/jMZz5zICa/4zaOJZdO2stydn6ymRy0OfUwUqbvdpfx4WAFth7A0pm7TXHNXcZt7yqqVlEaIM8U5tCPdbzdXZEiNwHDmq5hwamgZhawFrri50qf5Mgjo4+mhOaV7TRqyd1CE4DyuC0UqqhbBXTI8G2YkvsORkCYpyvTMn4C49+cmserjVn4bPA0zHvANQcxgq6F9Z6NlvSNRv6gAhpkImHTDkLc8TxcOkCsznwzYxqeq8M0f1/pUxZHgf9zcDmlSclAEiaJSH/uZmSBpH/NOCBneOQ557E9X6/hCzPT+IPVloBeeG6eKJfw2enmPZJCOxnnhIwgbpzhSn8k8yRAIqATpAiCAepGCqNSlCrR+RFDjrD5NxOkcYrbgz7ef+c2CqmGwlQToWNC38ZyyONmDLMSulI36UaxyLQSiENAhWKDSXB10BN50r0A+Plfttec8771/O+MVxk/My6pmqawdfL30ad32XiGVOP3DBkbx5xXeKXZoVwTgD3ZHVu+i3ZExktf2OrJYFIx6dtvrve8vjNS5d1ibFBYcIryXUc3UDYsxX6paVjxPfSSGIRmjdd6dwPjNyxLvnfTHYpkrJoatebJ+Fl+QGAVspWSqSaXd7JsW64plNhoMo0nS/oWCVQyN+UxzUFksx6XeObTEtM89mCV+7G844odckTl8eZ/0mw7KITdIEyW5vrzB6H+ehSo3bz7kIjd4+g+3MkJCrMAAxbSw76wO2yMTf4WIkxCDNMh1uN1WBQ5IfXv6OsxMgwyhUJUt/PRTzkQZjewyrZmRJGx2UYlR+kdMmiQ8SVGJN8hsKJmNFDQt8rh5EwY92PiUMFGAMrSbD74VOpSG207x15mB6bJfuONN+SGfhjbnnS8Z6x7/NWQs2MKoGdzKwTwEIZhC+sKpYwURjpnYjmYg0ZwCg+dQBU+PAnoyNP43Ea9VEOmpwgRwiA7ijZCYGcaQjLCVHTUK1Oopg0kfoxgEMFvD7Hmr6FYKMl1WCwVEWl8OLMb0EeN+n+jcdI4WsKF+DvX7H4FEUoLFciikgQoG4pijt8hGGvKrglLCc3WCjA1G1FKaamibJsML2o1K8BSDnfhSxKi6tBk3ZIdZvs8ci037JLIJZFam0lNUjYSgT4IBliPBiiaTfIDqWnKeFzqPwKvCPbJj60dDrEeufATSi8ZCKS7UZcARTd0AXOw2DMe6OzmFBHdWzV13PJdWSvK2ddQt0y4iYfYeTCdiOwC2An/zCCjYNlYWJjDwsKCjJ1odxbd2E1Bx4j3vNwp4s87nfPHzRE6aYXPiU1sYhObmDI+gxgf8FnzyiuvnMj79TgAn8/+Gzdu4OOPP36k+vPjSebdwKOMEzm3jBUJ5j5K9+FOUqa0760Ncb3tY6UXSrIutzhM8VGomAt/uObhn360hmrJgONQApLxBTB0U/zz6+2d9yv/Y5JU/bbpimwNaGwNmC/cKzv046drGIQpvrk6wHoQS8KNIJU//dTUWPJNgRzIinK/tkBAjqELVfJ4dEl5oqKpwTY0GLHqFHsQNNm5uclIgnQb5Th9eXZG8vfdGGM4d1+aawjghSwxjqEJuIdz88VTNUwXbHm9PlWXzkTqg+eJtoMYk3+tIBHWGdsgs4hKTTLhynnSnBK8LIYRJ2iHkTB35BGun6aYK5VQqdclcTcMAmj9AW71+uhqQKVcRrlUQmpZsj0WDkgZzo5Dzn2+LgTMoqm4hjTa+4FVyCBz2x0KZXXePZon7pkcze2JcgV3pbMWmLOL6EQBhhplk9IdgSo55zuLDVXTFvDIdmPzwHyhLAlxdsg2RhTd7RBohS7WQk/AMcvBUOnGZ5kkbsmuwmaDOUcl/xgDsXOxG4fyvq6RrZUdwAYM5mk0wHYcYVzJ45k8f7ETGP9MoYqbXhvDJIDDxgtNQ1l3JIG+mgWYHbuujss438Lcsi3JrgpBOirlCuqNUyKBykIXC4RM9DKXw2MZB+PvBtR7XKRNGc8QpHOSmtMmNrGJTWxiyvjMYbMr89LFYlFYJE6abTCIJIn4mGEYit9J/4o1Go77JNZoOLeXL1+W+Ou1114TVpX7sb2AKn4S4Ya7DkfvQ9eZ39+MOCJEWB+BaZaCFqKEjBwOQiao+blEw9VhW/HXj8oYmy249GUUYGW8tXPccjLJkmaiuq1xkIwbPzr9BL61fhvtyBWQMN97tjaLpypbVQr4/r0Mfwe3uUIJtz36lpv5eFXbIpjBlCoB3ycQ5CDAIuaWeR2wseMwRlkZxolsbBi3XNpnrxhkvlDAczVK0HThhWTH0SUGq9s23iRDo23jf3NmQWIBAgfIwLIf22JuBKRHSYI7LusXbFTQhHWGQJooyRBAF796kIRwjASrlAgaMeIQfD3QNZw71UR9rok0iJCxgaPfx0fr66g5hREYu4xuGkkjwSDyoWlkb0xRNczNGg1/1ynDSRA747Ldm00ZUzBmWAlcAfHkDR5kaqyY9sZ3CeCYLxRxfTjAtO0IeGXN91W8NgLCj4Pxc3AVfyqaJqYdR9hqxk2UGWxH6hLXk1D2n++P7JergYcLJVviaDdOUeRJH9VFyahykaoSltomWWDu+AMEZB7K2CjCek6GaacoMY1umvfUaMYbbcbB+DznM46Na+4AegZY0gDEpmUHXpqIhNcDqdHoqra3va7G66nmUAJVKSPkDbeMZwgiJPMw/f88nqF8zk7je1waimkTsMon0PJEFo26V6SYO4k23oW4srIiiEqii4mCfZRB9l46jXn3IS/8+6Xr2959uJNmGGV9etHwHqDKlgL86MEcaQkGoYfqSF9us+dwkxliHLSSy+hsB6JsbHLkbPhugEE2RKNubeucKmHOKihwAkj7VthxW0e1kl4WsIJK7RLOoY6LBX2ybPAdJbCz+82Wc0xkda4Dej/IPGFHyeKRh7jhksnfOKcEnuxm/LuTlYVdJdbovGbCqJIDVfLPkKnk0OPSTFgjh2TTuLbUg8001Hkj2wcZaAQIkWnwMx9xGsHQLWHg0XUTXimAValIt94g6sEPfPTDHtqddRFgihINoUVn0BbnWNMNBeIYnQMaAUT7Xbd0wuYKTdz11tCL3Y3VTODKjF3fCiwxptDFulwL/N0QmR0y0SiZnPwsiOxREso42GBr6TYqxs6yNbz21kLqLBJ1bG2ANppWHWvhOjrhEA3HhqGrnk468plGWmwbZUONz0tCXHNbIxS3LslYikGth3Ta1fbKprNxzYzfT8YTvXmXOMdZpcaiZcPQuC6Uw1gyTLSDAWLrwThCdauMpbAjc+foqqtUzaOGhrVZCOS+6ezwRbkzPk/oFPFF8AqPL0/08t+cdYXH+jg5Qiex+DmxiU1sYp92Yzc89dzZbcXk7km1HICf+50EeFKehRStj3JMeyUm8rl96qmnpJB7lO7DPKmy0zZuDgKs9rcCVXYy+lDdYYKqBjiWIf7nJpvinqPYAeg9SiFTRhIZzmmhdLKOJ9kJSPkvLjXxlTNVLLoRKpaOc+WtFMjHYXNFG69Pl/GN1b4kLqlI5InUJXC6bMpICfw4Xy4ciCabwCIyph7WN5xyLDRsE1129qUZCmRX0Qg6UT7qC82SJAN3M0r9/OmL8/huq4e7biDJwZebFbzQ2IytHEOHYxyemYcJ4l7I5GIGYwRoUEl7/m7ATTQUDUp3J9Ix6ZimMH+0AsaJTCSbmDOLkoRcNw08Oz2NsutiedBHKwxxu7WGUNOEAt13bHiMYzTK26rtSnKbjDcC3FEU2/sZwebnShXc9ki1rWITbu9csSJAltzOFMt4sdbER/0uvIyJVgtPWY6AVpZD1bUpNrqG1JVKiVQTp4tlLBS2NoPk1o0C2QYTzHl3LEErnchDK/Qw7xQFlO8mpAVnzJLI9fBcZRpTtroO7rh9AbawwMDIjsfNxPZyNkDJtDBbKAvIZZxFJY9jdgLja1mKkm7AscuqoULXZc6Z+F4cuogeQFzAsTfNCpaCjsRtjPF4LilDVDWLqJqb1xVjlLm5OXlJIn4Exqf09AcffCCxwE4SqI9LTDOJZyY2sYlN7OHYYX1F5v7oczMv/cwzz8hz5yRaXpvgc6/X60ntg7EMGVUeVTPxfuz3nFsCUDne+2Xf3K+ZmEb/KM5cWMYYUGWX2MYyCH7wsRo4yAgaHvuglO/pg0vD6WYr8WaVYevPY4OEmUYoez6S8la/pGEX8dNzTwlgmYAJ/k5/87jtuWoTH/e76EWEXSipIf5L/6tkOAJYZyxxquDsC9rKgUX0uQ5r044twIaEzaOMHUbvc57ph+7F6sLz+uPzp4SlkXJBXpLgbKmIlxt1AVTkth0UdBAjY42ua8L6QjAHJTZpjF8EuKHpcNNMxhxQdsjWBRBO0PgwCqUOkBR1zFgOAsNCViriDW0OH/c6GPo++p4Lt9+FbrLp1YRmm0gNsoMS0GCIxGsuB8Xojn79QWKas6W6gDDIbKIASJSXsnChTCmiUd2K7DzT0wK+IXMN1+epQhFnigbe7QylKUJFlALJQsHMZDxk9SFI5YVafdexrAausMEQWJIbY6CPBh20IhcXKjY+6vroRKnMazfjGrfw5VNTG7HsB/11OXaCj8j2yFbuloB5OO+scdhbajS0PI7ZCYxf0Q00TEsYRPku/6WEEUFMrUNIox7GFoqstxlohRGmbVWj4fpknuBSZXNuZHyVirxITEEwPhVVWKNhHorHNA7Gz+vWk4bik2WfKhkgLtBxfT4mdikFdBIt70Ik68XVq1fx0ksvSSf/o7bdULt7dR8O4yE6YRd+6qOgFzBXOAVzxBJxmO7D3FjwJrLyoBZmpDNOhF5LXJ1R1xxtA6KSo/OyXZxr9TUFn8iA/oqHq3dvyDs8Zq4p3ujopJKamIwXD9IszUFNb8JNB4gEoECAjSHAAQIImH6mZM5uTCS5pBTn+zA02feMA/ZIyicn5ttEETtZaQOssZtxfBYcWNnx6pBamgVHIw22kluSh2uWiXMkAJ4R2plrSVFws1suEoYSDpnfC7IhTDiyZt3UQ8bjMQxYRRN6QUOYmIj8DFE/hBsO4JY0ZNUyimYsYBh2IJYJmCHKWz8YEKhqlnChtIBB7Ao1HakSa2ZJ1u64UVJoRptDkAUCruLxktnHS4ZYihbF4YvCGKa9mZg04GDaOoWCvvPalIIAJYW2gaso4dOPi8Kg0gqG4tyQhaWiM3FfRFEvb0gzMQkcJBFO2VWshkNB2DMJy381eHi2NofytkR9fp2PJ3q3IHklQa6jOkro5uwq+X3iQYD3amYRZ5wpLAZtAQ7ReM86U5hC3dw5MU7jdUTkO18cO++LdIquX78ubF5M7vI+QWDf49DZN5EBmtjEJjaxh2OHeSbw+UJmEsYxudwmwRX7yXQ+ypiG3Yff/OY35XcC2g9Cx/ogbdznOGj3IRkn3l138VHHl8TIy9MlvDq9c6f+Xt2H4+aHqUhGHtT8IIVJoO7o9wMBVe75UM4qSXpsDdP9NXz965cFtM7j5SsvRpM15SjMKQex/92FKTQLJr6x3Jd5ZUwxXaD/mmLZS3C65AjwYz+abIKK7hdYpMAlVXSDNtbDBF6SNzRkOFcu4KdP758sXig5+KOl++tW3XO7haIkMlfIayItZSqtL8UJuskaKa0ZuQDdOIGVJJIAZrKX4ycgJUEf50pl6aakvjiTzMumCbbsxJYFppznmcwduugkMQLbhm4SAUN6doJsDAQZZYFsnDrAtUt//alKTboLu1G40YnXtJwt54c/v1CfEqrv9cCX7806RUne/vvFm/ig32alRboOsxFFNhOxz9eaeHOK+YSd40wmZjlX43/nvmbtMpaCITpRBEczULRMSTiTZvtssYazRcWIyITuks+YxxI2o1bgCfMKr6f1KEDZsuXz29faXolexAn0TBOAC+czTxBLCwCBYw+AWYV2tjiFII3QjV21pjPVCHGhNLtrQw3HxnsAX5cuXZL7dw7G3y6B+rgkd8lS/EmnzJ7YxCY2scfNWI9hHYGA2i9+8YsClDyp8QyNzzt26zNW4PORr0ed15MmzB1qYgSic24JRt0uZUrQ6qK7LrlOAqkvlk+hPAZgPUwzMY1AAlMPR5Igo+/uMWZLJ6tdCo80dWMs63kLspRmCJbe9r2NPW/9ioAdnoaNmx9fxsfvvCv+CeMZ1mqYo+WYZ0bMeQ/KqpaNn1s4j++1V3Ft0EMvYhymw9IK6ISKWeb1ZlNJl+xgnGOCgwkUJkPk/agU0J6qVvBOp4ubLmsKlI5VXPVkMvmR2WmcLu7tx7M+8lKjLq/jNPrkF0p1fAs9GZdwwvNfyfHnjPipgEsGjKPJGqmTaT6WGIdxyB13KMCoJ0oVdGIfdVsTqc5eYiAyHBiZiSqbe2MCFHoYWhp8y0YYRagTLK9r0pjLeOKJUk1APfsZ2UxeqM2gHXoyFn5HAZ62xseM1X5ibl7kUodxIr+TbeSn5wP8o6vX0fFD2EhQLdrwUtVwPluw8aOzZPnZ/VyTmXJ7vMPYZcpyFPOoHuBclevHQcUoSNz8YqOKKUetM0oHsXGAkkeG5snPjLfY4LDiu3ilMYMZ5941MS4BtB2Mz/Nm68DUSC52/J7Avz2IuKBqmXhzuobvtHpY8lQjBFl5nq2V8FR19/or73/MlfHFY2A8wGtsuwTqTpJHJ9WGn4KG4scerHIQ44JkQpcLkbqHZFQRdgXTPNGOEI3j/vznPy/JgpNgO4FV9uo+XAlWcXN4C15KdKGiUb7h3cKF0nksFOY35XcOmNSlbQeCHMQ1JMOEkbF/cOfEraCFhbKZyaOcoG20/S1jYWeVjeeefgLPPf2cFKNXV1cFVETEMmV08kTvg6YBtMmmoVN6JhUpHbKT8CeCMQgAMSX1iB2dVoK2OL7XX3/9SN1QZCShVE+Q8fyqPk++56Ago3iUVjHqcLOunPs0SUWCxtBI3WYgSiMFsKFTNOKmYeZfE2dZCKZlHmMEcjz8+zDtyUPd0UoYpEz4pSiWbDRKTZzGabT6bfSiPnTpDA0F9OHHMep2EyX74A8Sx7DgjJhK9jKOvTC6FmT9klouNrF8eR32KRvFsgNCutJEh4USzhTnRGpoN+OxlQ0H62EfxTFAiZ+QJYiJZjranAtq10co6xYqY4wvNILCaKSCO+VUMIxD0Yenwztll3Cu2Nw3mNvuFE1lVbTioTiupPHje3L+sgxWPAY0O0bj9s4Up9G0K6LpTqsahR0DuL2Og/cDvnhvJEAlT/TylR8jAyh+5lF2Y+xmHDPvy/cbKE1sYhOb2MSO11g0JNiY92cmHvPi27jUzkkzAqQZK8zPzwug/SR04ed+w3hMs1f34TBK8P/5cBXfWx3AjehtA79+o43zFRt/5bXTmCvZB+4+HLf54uF8ZTIE0ksVAPaO2HqmRdUxlUwysGSiUT5uAnSQpI+BP3JuGp+ff1rOERM3fOUsmXmSlwmcB3nOmGj6ydN1fGWhhl4Q4/3uAB/1PBk7k0+vTdVQGdEY70aTzSaUozZ1fOlUEwVdx1vrPbSCWCVrmxX8zOnpXSWAHoZRM/7H5mdw5+oifNKoa8rPlrOtAxWL0kDUSYckHoeKI1lYcyiHSu10duQteZ5QVK+FvsjZzBYKaGYZlkS7PkNg2nhqbg4LUYRrnQ6WwgCr7lAqBgRXzNkOXpyavic5u1dcQY10vvYz6q4r7XXF4sI1+iosrPRdBPUKMKLeZjL15fqMgFX2oh3nnFmMwxJ2sW6OtxX6ktilpjqLM5xFsou8WJvdIikkmvZCTU62SVu6YgdxKPNopjoulhrCuLnvHIzFNPTzGyHnfwhbchLEHaXoJwGsJIOTPZg1RobIZyunBazChgIeS90sH4rqngUuXl87SaDyucNrML9f8L75qAt3n9bE7sQmNrGJPU7GPDrBxmz0Yp2Gz0v6mznL8kmz3McnUCVvFjgJthOzCllq6M9zjPSRx4uwK34H321fRZfs1yO2+Xe6N/BM5TRea17a8K8O2kxMK5u2+F3RwfrIVXOrniJIVKyyocM5ZqJqkqiGU0s3EVK+JLsXtEIQBtnzPnfuSVSes+R5z7VFhp5cpj2v0TxoH2XKLuCn5s4hmiXDhocPugNh2mAc82y1imdqO+dVueZ5LZCpm83ER2nq4L5+/swCvrXawnXXFbADmTa+ODONZ+uPtq74ZEXNwbvtLtKUDDj6xroR+VFpglbrjAwsSayYYUyDYG9d2DsItmiTtTEDrgz6sobPlsrip5PVBpoBp1bDywtn0BoOcG3QQS+OcDckSEOXhuKLlTqerBx8LghQmSvs70Py2hmXShXJIdPE66GLD/QMCYFCjI8sHefLJXxuahZTzu7NsLSaaWM1GG6pezDe68eqMZgsigVbxdPnSjZeqk9tiZEIDJLaia5jvlAS8A0BP/ydc/FMtXlPw/I9x7UNjM873xUy2SSJxFTCjp+lEneVowd3/75YKWLWsbDohRLLTtkmThXsA0tRCXN/tSovMhMz/5HXZxjXMMZhbXs/CdRHaVmWCcjzkx7TnLzq2DEbH67saOfDiuhEFgVzO6mJ3RwBSyNN9knqAhkHq4x3H+7krPmJj9vunQ2ginyHD+IsxpXhNSk4ny+dk/dzJ2i/pG5uNlkkMiXhNK4tvpepXr0Uera5jw16OtHMszBtzcHSbHSTFkKNybvc+MhUKeCCttlFSdo/vijPxBsGb3Bca9RF43nLWVcoE/IgnCLFMqGAFUZmbcj/KMDNvcbkUu60MiDQdOqPE6mqkL4EmHBbOzGyEPQRpB7CjPRndBaKAhzivClAhwIj5c7FozbOw+qNNpy6gWqjKlyC/I+sI8NooIBJo/+4JjXpwDPkwS9SPpxDyuhk1BqkTmKASOAfahs8UqJ9QwQo6hXMVqdgJZqic8t0YTbx/ADry9dwrXsd0w21FrhejhOx2Y0GaIVdDPwhlu8soWlX8XzzOQxST5hSmIyt20xK7n+7n7Vr6EdE2xJhb0nCuBN2ECOCllogoTgdgVhLsRK2ULMqKIwBYHL5oLybsW4XUMsctCMPc07twE5EbpynmUIV/cTHStCXrkYp0LC44SYopuZGMJsnhI9zbknXyNdxGAOOM2fOyItBU651S6Ab7/lcF7lTdFI01XPmsZP0DJrYxCY2sU+rEURBsDEB7ASqjIMcT2pMw0QhXwyoX3755RPxbKPl0h35nOVAbs7j9u5D2h8s9RVQJVZAlbzb72o/xP/t27fwf37jLM5V7AN1H47bq7Ml/NoHSubnoOMe/TRKWm39e85v+HKzhP/2+Tl82PHwT6+tohMq/XKmAPnvlG2gZJm4WC1sdB2NF6OZ5M7jGSZOyaKQF6MfFCsOwSHNgoUfcRp4rlGRI2ESajfmGjKPslhO4D3HFyYpLvc9rPkRyqaOZ+ol6cLayVZ9H7fcoVByk/GDrCNTjoMvnGrgMzM1eIkCNFAO6STYRcfEs0EPHxtFJKYtzCEcWtPh+UxF6kfF2BmiWFGwkxGFdM/UImcimLrs7TCQpHUvioR9haAMJvuKQhvNJG+Ipu3gXKMBf9AT+m09TRCEAXr9Ab761lt4pljCqdFaoL96XBamCW4NB1gMPLQ7Hbgrq/iJJ59GsV6VLkUmiglWobTPfvEEdeTniyXcdMnWo0AnfUluexLPK+82kXkJAxc3hj283NhkxeH77FrshIGAXUgXzxeTsGR3nRqj4j6o8d5ysTKNoJ+iF/siP8trzYQGu+vDblQEjJjfm8blhY5qTEJPUcb0GPpIxiVQ2VH+O7/zOyIdxOfTuARqDsbPJVBPQkwziWcmNrGJTezRW+7D8UUQO8EquZ3UhuIcTMCxc8wnBaiyXVo9B3JT7oI1CspgjPvRbC58u3tzC1BF3s9SvN+/LbLuX5h5VnylgzYT51YwSohiVaM5iCWZikm4ZcUGOFajGf3rmAZ+dPYsnqlM4XdX7uC9fluYxfMGZFszhDXwdKksoOdxCRAWo+lX5TUasl3TJ8njGfoqD4pJgX4nARSUgmGjJ8dIIPVOxgaUt956S8bG+h+vgU4Y4vpwKKyec4UCzpVLI0b4rUYf95br4q7rSVxK1pRzpZJIAf382QW4o5iAMc1JiME5htc1DXd8D16pLNUVnns2BVB61MzZBxmbU8YoBVL6wyPACOeAr/XAE+YSglYC+uYCZFJgsoKRYS3wMesUMFOposPG9SiStZKEEbwwxK2lRfzejds415zeWAvH2TzaCX3c9fvoBB5WFpdRyYBfeu4FrCUR3CQW2R3K+hxEjupUoYSVYCiAewJNeIx3PcUww1hFWOxHrJA33J4AUvid3EqGKXEA4yxhhbFseXGO5golme/DGmPmp2t1XO73sR6rWiLHVeV6G8UyvPYeRI2GYKynd4nvD2u85thMxReJIlZWViS2JYtkDnTbSQL1UdtgMJiAVU667bVYeNNn4pFGSrntybWTiNrNpYro/BBYcBK6D8eNNxmiz+i40FljYoLMLzt13vfiPoI02KYvKGRf8t9SsIKG1UBZLx3KCaJcS9G04RE1uZeNNkVHizfnfL/ynoB3Re9ldFwGps1TKOqqSNzEDLppGyGUXrYAQMiqotm7Srrwpnb+/Hl55Qg9OkZ0PGg5mve4H4R8KPhwhQVEAUZ0kdVxUNwynxwLzxmdNjLgcH54fARbbMr4kIXDhgP1cGNKXgjKKH2UdBFlocwE5yRIfBQ0HyWjilSkhxTTipqp/c8jgUNqv5zd43USuZ4IUuP19Prs6yhothxLlMZIEg+mZsLWCvAzT7HuwECqpYLa1Yl4JbUZmWqyWI6H3YqUsVKmHAH+JwAeQjkSdjnyGBLhmtEIWCnoKBZKqNdrMDwLw2VXOnaFLWQs6X8UtGY77OG2vyKOwOriKkq1IqxmWYAqpwpT+36frCntqIOhzImOmlUTWuiVsAc3odYmg4BUEqpMdhPIRDkgBjEJ+K+/BazSsEqoWUV0Qg9FBgviZEYi/TN9n7SLRD9fLM+iYZcFSEPrL69j7dY6Xn/ttY3gbKcC0XEmeo/TeM0ygOJ1yCCSRbIc0cugnWsid4qY6H1UzwE6QZzD4yxGTGxiE5vYxA5veeJxN8pp+pUnKabh85hABwb7Z8+ePZHyd3y28nm8V/dhbt9dHcKPKS2igCoECvBwmETrBAl+7fIa/uJLpza834P6HqtBhFrBQMc7WGLessZodndhWHltuoxfevqUosudraJsGvgn11axHsbSdUW9dMfQ8dmZCs6MGGHGjWOnn8rXM888I0VeJnnJjkN6avoveUzD+O84z+vtoY//vNiWjinafMHGVxaaeKJS2LK2mEBaX1+XpC7H0w1j/IsbK7g1DJCkCsQztWLhj52bwcVqUdg07gyDkeRKgg/6XQGn24YhQIi7nosXa010IyY4Q1RMA8/Vy6geAOjNNbQWRCLFM1OwDqR/flhfjOvzMzMz+IVLT+HqwJPkc9XScW2o9OSZsF3yPZhCm6303nmuCRyPkxSxRhrtBI6j447rCkhH2GIyruEUPcbhiHFrOJQYjyws3EbDMuCnGsqWBadmQE9TFDPVDc3rm/4hYxm+jgLG55jf6fK8DxEMBuh1u6ifnsdtPcNrpo25Qnnfc3DHG+K2N4AXxwK4OVMsw6kYWPJdSebz4mRHLs9PnpgNkgR+zO8O8FxtaoNtRDEsVtGPAkk4E7CSdwxSKohgmPuxqkVmmHlhV3HjCEaa4c4HV6SrMi8o5dJBuT2IRO9xWR53sdDI8Y9LoF67dk2eWQS15OAVgkUe1XPg05DYndjEJjaxk2B73edzFkM+K3ZikM/B9w+CPfmoUkWUk6Hfc9K67fOGYs4ZfTMWXQnk5nN3u7WjgTQmKnbxMTb5UZ3mrr+O2+6aSKIfppk4SgmENlQ1Qtsfgc8qQJCM5ODJEE4JmG01BAJZvjhzFi/XKVuo4afmz6FkWXi725J8PQvv9OkoUflGY3bHcfJc5TLtXFesD9CHZa2Aa3FcLug4zyvjs++vr+Odblf8dMpbPlWr4QvT01vAAfRNWP+jn/T888/LfL/f7eFrK6viq3MmeYwXyyX8zMK8fJdAlnYYwdY13BjQ9/XE3+fRL3oeljwfT1eruO26Ev8Q7PJEpSy1jv2MfjG3zTixMZJ4OS7jeiJg6Ob16/gzr7yCgVPAqh9Q5FSA9+/3eiIfSuA8WUPI5JhlZMRnPUaBVAi0ZzyjtBAIWvEV46TICKVyvARl8HN130TJsASoT1AI6xlZwcZ0qYCkXkUhM6C7oUgrMx+f+6pHBeMzbni/twqXIPmVNWH41+dmsBT7eLoyte+cEqRza9jDUkCAPbBQLOPJSlMke9qRqknR++ZmeN557KxPeWksQBgC7cfBKgT5zxaKEmMV2Yih6RhSzsggoOr+/GIewzPVGqZsR+JoxpLZcIjl61fwygsviopDfk/K81MPAox/nMbx8h6f59r2kkDl61GC8YefArbITyyzChNYBAnslXg8aV2IdCqYBCTjBQEP7EQ8SeOjcR5z3fnx7sM4jXHHW8NK0JHPzTp1MJ/KhzQTg0LoJckzOp7qxqplEbphFyWneGAniEbARIoYLIXz0UXL/78BkhjblKAVNQWwoPFhyLEYkuCl9ouGpj6NkrF5sRu6iaY2I0COMPUFmECgCmVXyMhxGIRenrihU8QHIRP243JBOYhKbuTcYxbIg5aMJY5W2Hd/PoYIQbYTOih09VIBodAKI9AJ1xLX1jhNNtky+D0e26arSsEXX0AJZFsh60rOSJNpCezM3qROzxJEWgRPG2yMhfNvCtiluHEuiHwWiRphfFFOMMfH/eeyTEq4aPM7RzFeM6TIzyn0+MDJjbp6lEeKEoJudBS1koBQwpFeIjG8FaMKMjGHaQhNt1HR61iP1tWaHbHOEKQiq45sLexAjfswU9IfqnlLUwXY8clIAg2FShEvTL8g55ggNK4FXu90knNaQjpFh0n6c17Xwg5CP8Da3VVMN5uYnp6BnwZoRV007dqebCpkPrrl30WQhgLeYSKXoJUpq4EnS3NynYRJjO91W4JwNkfrkOuR1w/1z5m4HTcmeZ8sz2LR6KLNICjLMGNXsFBsbJEWyi2UbRDha21sf+djzbuODSwvLqG/tIovvPnmlgf0uC58TsF/Up2i7frudOZYzOOLf2PhjE4R7xdcx9tZVx62E3RSEgUTm9jEJvZJtd3us+Ogj9dee038hZ3sJMU0BGwzBsulipgYzJm6TqLuPIuq492HN/sBvrHYw61+gKmChc/OV+BFZKFQQBV6suKXpKPfNchn7wyoGV041DPzSs+DbuswwgT7nT66DY6z1VeiF81xSaJXA+qWjv/u+fktsjXPN0v4q9WzeLvt4ubAlwTks/USnqntP1b+nQVmvgiwHe9QJLMmQVLjHYo5uNaLE/yw7eJG35exPFcv4pk6Y6jd97ceRPhfb5AFJkbNUtu5MfTxL2+s4M88OS+63kx40cfnGiNQJY+h/vPiOj7sugJUkQQeMnhxin97aw0/sdDAV5c7aIfxiKY4wdmKKWCU3G4PXfwvV5cQpZtdnb+/0sEfP3dKwC4bzQGkrNZ02CMfbskL8Ft3WgKuoW9ct018ea4p8kHHYbx2eC0xL5CD1KbJ9TyyMEuk87JqWRJvt4MA7giwMmPaOFMuiSRpN4pwpljCrOPgg35PGGMKpFRPFGMhlx6PiMnhy70eAgHy62iFoYBePMYvcSzJ9vL8Al68cFHOBfMtXAs5GJ9+ap7oPUzSvxX4WPZdpN0+gn4PT507B4cJ0NAXEMqz1cae3/+438FHg45EkUzaklFlJfDwenMWn52qCpDo/V4LN92eJL/zdV8knXhIydL4nhh0lrTctRnc8XoYxrEkd5+qNHCmeC9tOOfQTVRnYdnYO7mvAG860jjD9Y+vYLZYwisvvbyjLvy4pNhJBOPnz5x8LHtJoOb3i3Ew/sOUQGVMQ+DMxCY2sYlN7NEY78MszDM/y2binfyE3I/MWYgftdHnpd9JdmQCuL/xjW9sYTE5CZYzRXJuCX7IpUyZL172W1gNWgImkfyw5ozkFlX2P/d6VZZesanfHa5jwVIA5IPGNATzdiM2OxooW/GOUqWyJ/pA9DcjRi70Z9Q46PYbwo7BuEbl0inR+Fpzk8GGoI0fmz2N56tNXBvSN4sEnPxkpS6Alf2Mayv3UZ977jmZq/G8PIFTeY1mHFxLBoqP+13xkVmcf7paR32f/f2g3cYftloCsiCrCkEUfI/AlZ+dn5dt04fm2hr38emv/+7yCtphKL68nF9Nw3vdHqYdR5hWPuj1BZAh/nuW4bl6DbVR4ZygAX722632ZqM2NFyolPHzpxXYhcbcP1/8nSAQ+ptvtTv43nobwziBIZIyRfzYqVOo20cvynP7H374ocTdVLxg3YNQKo6LRsbHO54vx0pghR5wLthUrWpMijnHEF871nVcqtSx6A0k9mE8w3mOYs6JAnLoSYI1fyhrKaAfzSZkXVVzCGrnqS3YJi49/TSee/Y5uTeNqyQcBYxPRpVBGGC4tIpyoYDTCwtyvpb9IeYLlS2yoztdR99vr2At8GTd8Pjf7bYwXyjj9eYpVZvLUix617bEo4xRZP2EAbxUxSO58f1nq01hWBEAf5Zi2iYDT1Vkq7abAPnTWOZ1L9YVWV0aWXE0DFnvvHYDb7788hbWqbxGk8czJxmMnxMo7CaBSqIGxjNkkRxnXXnYEqhZlk3AKo+j8cRx8fAGQ9DHuXPndl00J4VijgufQAJ2rH3mM5+RZN9OdG4nwYTBYXVVkKk5CIhUcj/oXMaq35ECN3+/7a6gYhZRGPG6EeknaDtuROi5+BCJRMLkTHH3m5Pc1DakbdR57MddKZSbfLASOblRMB9xyG3+JtqJxoYm8ybClzd5FtpNkBLLQDb2PaXJqB6LBIs4xtHorscTN3Rw8wchH9R8YPPGJlS5C3WgMJJYonZ45sHNBiK1w3EQZLF9LdOZJORknJ2Ej2BhEUEAO3Nw9cq1DXR1vrZo/LtiTtky4/Kfh8EGm4wAYLJEHAdRF8rZaPjg0nl+lCROzqCjgDOAmdlwk6EcB7dJ8E1Jp+54JmPeci5AlpwMBZSPvD5zGnc6QTuhHQk64liiNBRnvagVYcGCrxFcQSS4WkclrSDAlXijGKEj00YJQ42wiRF4Q6c2Oh2JTNaRSDKNZJj4M8FOlLySc6Np4gTz9eSTTwoQgQ+8nJaQ96TcKdqPgYc01J1hD2uLqzg1M7shcUbgh5v4AkLZC6yyHnXkM2Q2ytcVmWc6cQ91q4aSUZTrTIeJhIjmse4GzgPltGz9XiedUkAXyzM4l6q1tZMmOvez6K+iHfXk3sAxz9gNzDnT96xxOnYf9VfQCl10ul34noeFp85gYGYYLwWMOzrjid7dnKL850dhHNNubCl8P0/k0ljgyxO9lF1jYSb/Ox3nB8m6wnvVSZEkmtjEJjaxT7oJoHeUmMp9Ghaq+S9BH3tJGJwUsErOAsGx5lJFBGyfhLGNW+4jEKgyDgL6sO3iV95bQduLRB6Fsj+/c6uDM1WV3M2ZVXiW+LvaFrDuR+jHe3eBRgRSpBkcU/keTBL+oOUJQKJSthFHCbyAfsu936U7Wy5vxgFjy2RkZH8ESpaBYZxugFXyMdNP/fxsVV5HsfEORfoyeYci41iuU/om5akZ/PZAw21P+b4EkPz+chenSzY+N1PBK1MV1Ox7/dN32kMBlMwVNo+TLDDLfoQfrg/wo1OljSIHffzcR2ZS9a31gSSAmYRUyXbOUYJrfQ//KozEb2/YZMfIsOhGuN6LMevEmC6YAmp5dz1CO0xRNCj/ojpUbw1j/H+v3MVfePYsNC3FR70+OhH1zsm6URLpoP/1xgpalB0ScI2GdhDjP9xek21cqh4NXEwqYupmM3YkmHknO1ui1I0rFON10xLtccYgTKjXbEtib87luXIZL9cbeLfbla46zhWZD9mdOC6ny2Q65aGYyCWzYt10NqSmmLxkJx7/pXH+mZDki9cTk3iMb8eT/rkc7n5JvEEcYX29DdP1BDRmj4oAjm5IR+RexmLFdbcvnyUFPK06Ki5cHXQxMzUnAC0FvNfhZwmKo34tlejneafk070xAQErMzaZeRRIaafPtAIXV4Zt9GPFJlu3CniqMiX/bre1wMWH/Rb6gQJx2HUH07OzAg4qjuL47brwJxmMPw6i2U8CNZcX43E/CglUxlMcx8QmNrGJTezhG31FFubpz9Cv2e25cVLAKnzeEmTJ5jHWPfLnx0mJt8aNAG7m7Zj7JlCFvrqwrPSv4667IozYZCJZ8lfh6LYAln15fBMust1SdKL+nkAViaEyylHqGyD0VX+ANAuRaRr6kQlbJ5ujYqIc9zMJHuhHBoKUwOHNbfJHlo7IykKWlTRTtYhx4z75HqV1+DqK8dhYbOaLQBHm5blG+SLTNWMN+q9utYzv+0MBqxNX836W4RutVTxVqeGZah1PlCv3yPMwvnu705H3cxAJQQX8/cZggLUgQNxui69MNpVxGayr/QFWg0DiRQJGWEGjL8/qye+vrCqZSstE07axHoQCpr4+GOLlRl2OiUwlZFThjBLcQb/VpSpCRzWV/+zCHK4NhrjuuoiSFGXLxFOVirC4fHVlTc4JfWb6xx/3KX+b4L88f3ZH//egRv+P8QybdtlMzEbN7VY1Tcw5Bdxwh8KuQnka+vQZXFlHBMuHKVkjTTxbq2GhUMJdbyC+PwE7BN8LKGW0PbL0BIlqVmbsVzZ02Ia6nzjI0A1D9GKlGkDLGzMYgxCMn6skjIPxuR74715gfK7RljvA+vIKmuUy5ubmZQ+OYWIgEkDRnmAVyvsQqDLDhv7RuoqNFCuBK68zxQqChFJHOvqJJmsjPzfq+mAN9N4aGFmInqw08ESpJvPF9XhvbTHD5X4HN92BxD0iZVWs4Jlq457zz8++31vHbW+I/mAguZ5TT5xGp2hjdqxutFuNhv+eNNYVjmu32grHxJiFr/E6Xg5eeZgSqJ7nbTD1f5Lt0UNVj2jjFxgXF2/4vKkwiZUXb3ezk+Bo5MV1XqRM6o53zZ+E8W2nIGcCijdx6jTS6ehGHlb9Npa8tjxIWYRW9/sM3WiIILVQNpUzIzekMcgI02OrIZGbHspmUf4eZbE4AZT6WQ5X0RkVsy3dwil7BnPOLHpxb2NMBKIUwIepkqoRyZYRApE3d77yIrsUAEY714S/m+wiCcyMzCvqfTcZoJ90EGahgFgqeg1Vo3GsyZPxByEdS67X9U4LfXogESnODNhFi2gIcRbdrI8w8+BoJZSwNdmXy/QQFDFu2mhOPrr8EVaX16T7sFQuIcpUwo9MJommaOV2Mp4pOrUE82wxUboZ8Z9veYaMkwhSlog3UBdBRpYWqnHrCLMAcRKhoI+YZDZWg4LEkGmFx7P9WA5z02aBhDftl156afcHDeVujCZ6aCMWh1rdR+ralHDC8NwLUMlwhElnPermYlKAyP8ogsLc6bY1G5qpC1pd4XizsTWn+jt3Wz10grcn/bkeDkJFt77WwurKKmZPzaBZ37zXqcCBNHnG3mjMxIWlbQVA0fkLEurZBwJW4e8lsww36cs1yYOWs5ZlKBlllPYAcjEpvNu+b3lLaIUdOIYtARPBPJQzYiJ41tkqX7Tk9bAWDBG0e4Dr4amzZxHoGW6462hYBQHH3HOO90n0PmqnaDuzyl7G884XgZc5dSWdIhaGeP/gcy5P9O7k+B/FGPRO9N0nNrGJTezhG4N+xgfsBH/jjTf2TdieBGlTFtcpN8kOMTKV5P7FSQPf5xTkfKYyAc3kUz9M0Aki/OvLLay5oUj++InqsHGTFJc7HoqWjmGqOAHHYwr+40UZfvNWB883VXKJwJRhRJkZHe+3XXztTg83e4EkKi/VHPzME03xenshfTblVtu2AcPUkFCfm7hoXbEPshOMr9xk13k8M3qbninxKdT7JuCAAIyvLnXxvZaigH6i7ODHFmq4WD0aAH/cODe5/8EGEQKV6MP+59stfBhbqHH8loV+xvkAPuy4WHIDfHOtj//q4imcLW9N1q36jL22xvb8md1yd3pDfOvyO7IvdkOuBDFafV9AOEzG9qNYTkRIGvHRUhMAfcrmhBALJVsxObKTzmCSPsMdNxRQyR8sD7EeqC/xnA/izdibv/+P79/ECw0bjsnErwK8fNjr4b3OACteKGthyVUxFSm5eY6/3+ofCaxCJiU23jCeGe9Q226ni0W8WKvhoz6ZRFSMN10o4EeqszJvSs/cxHyBDSQUa+2NAB3qb9J9qCYajqaJDjjXGmNxxkeM7QUANJIW4pnZyXuVOKpel1eexONa4GscjJ/L4Y7HaLw33Lh6FWES4eL5cxtAFRqTsExE72WkC2cn4sy27sAygXLUsk8TkfFhFyw7b/k7j11M5JIMnCvtzrjBY2OSeSejTNA7vRUEaSySp7w7rAaujOeN5sIWLXrGiZcHbbhhgMHSKqYrZczOnsJ65Anjy7NVBVLfbocB4z9s1pU8njlInmRcXuxRSKDmAPyJTWxiE5vYg7XxZwKfWbzH80WfJmf53s3yZ8qjrIOM15WYR2eB8qTWaJgbZF6Q88YaGOeOUu3dsC9AFdYEmMclcJ2nhU2NlmaCFZPtkVl+1gaJh+Wgg/lCc4MNm3EHm5JveKtYDdqyTeaKF5xpXCzP47rXEqCJKpfr8BMdXpLB0BT7B3nWNxmz2QybF7TzvyjoDH/WdfqepgBfaMwFv9fjfocCOn6i3MDz1dldfbP7Meblx5muyXqyuLqCr68sIqB/bJgITAKe1fH8oNPC9WEflyo1/MSphS3FfAJICBApbPPF+HsrjvHhrVuIRoyptWZTwCOM1U4VHCx6SlKFgCJRJcjnJgN69Ol1Q8AqwiSos3mU4B/FoMiYhfEAVyfPb48yQpvhKr7TWsey7wswhD4yY1SCNr7daon0DwHsPLb2CBREQMRdz8fNoYtL1fsrjOeMmPyX19JuQA+uhVeaTWH9WPHJ/q/ijeeqdVyqlAUsTwANmXRmnaLI4VDKlXEZwUHtRMVh9BwZh1dNC7rOCEZGoeRRR2uO5SxpPh5TXxg3xixzc3PyGgfjE7xGecucgWcnRo1Br4/F23dRqlcxNzu3cU1x7AqQtbd/vh76cl7HmUi5tqT2GgYCVmHcQjAL1xgBOjxvNH6mSckfe/eaALe121VDoMoH/bYwUDJWZLxE1krGgi/Vt8YoZMO85Q6QDl1ErTaeJpjPtnF9SCmnAqadwoFrNNtZV8ZjmYdZo9mroXi/Ot5OEqh5THPcEqjD4VD+nYBVHhNjwMukLhcBQR85LfBe9qj1EHnTY3Gdzg8ZVbYnok+KI8SL7/uXP8Tl1jKq504h8GPccjv4oLeEXuRjGLsj9hP1YCBDNZOBfNCxUyrLqN+t6KnHHwYs/ydZjI+HV3GpdB6LwbIU0On4UFaIRXf5nKYjzmLc9G6LNIuSYOH3N2k++Jl0RCGnpEnoRJA9hElOdbPPye7EfRKkrnLYCMqwNQfDpI9WvDICf3CfEdrJmvw7Ze2eKNzJFDBHJZn3WltE3NFhb87VMch6SCMy0MQyn2mcQhNnncfBhOJAxmlh8wGfs59sxSvznCVyE+v1FHpVs4Eh+KAZzamwpYzAIntpikLRQFP6hfOqyXdyBpu9tCgJaMlgJraSWhLHwRCwjAJ7jO9TzRVnS46benuJS5dCvlPQi7D13dGnNKJ0eS3RoWDCfL/rmewqTWNWADQ833SG+R6/tz2NVTQcmDoTkPyschjF2RAwFFlUrNExZQrco9GxZNJcHSUlduwRQOcwSf+9qOh4vyMrzxMvnENU4Fpnx58x0ioMUDcrKOzAerJlf6M1Pm5qTYzYZaSj0RJJr7seqfLo6YogFCsoOO3MIkh96d7kMVbM0sa53ssYIJFRqWgUNphfCDBzY0/Aa9N2Y2M7HM9K0Ee/3UHmhTh3/hws0xJHsx156EbUkd8ftbo90Tv+ehRUdIdxhHajrmRHSs66wgIhAU4Eq4yzrhz1OFh4epT68hOb2MQm9mk0gsMZ6OaauQe5Bz9KsMp+ieiTEs/QOv0h/uU330aHsQnqmI8NfOPDVXxzsYe2H2HF2wRyU/6koANUhgkTJRdpm0wCqyRebiqxCry15uEPlwYI0gzfWB6gIwCYGH0/QhyrDrmCqaEXJrjeD/DlszVJ2jo6YxGVwFXJmdzVVskpSewmyl3n38gCuLHvjMD9EWAmARzTFAaRX72yhvc7niQxmfB8t+3h5iDAf/P0LC4cErBCymnGcEyeHaRDceDeQc2PUMpi3AkSScAq4IOOXpQi6Af4Nzdb+O+fW9iytsm2ohhRxpj8KDsZxeh3VyWBvHD+CfyrWy181HNlXEy6TTmmTAAZanJZJpqSj+S507DiUXo2wemSI8lNyr4MoxTX+yH6kQKh83tMZt6zZsIE73UC/PQZ1bVII/DjB60BetGIZURiAgVu4RZuDn2JFagdf9fzJPk665ByuSTf3c14vEx0MSFKRsz9Gm/or7/YaAhzynoQyPgo9UOAyk42VypiJfAR6QmGXDuj4xG5J8uS5CSpuE1Dl3HmzCs5qKNimyKdc5Ak3jijRg7GZ+xCIEsuh0tflTGOmcQ4f+40hlkGc5TQZRKW62Z+THd9J+MxcB5yYE1uzEPkjSs0JrfnChVhalQ5CNVM07ALmHNKuOMN5D1quzPJfZD77qI/kC7Jaau48XnbMgSAsuIPpaCSG+nMO/4Q/cVV1GpVnJo9pZg8DUsYVy6VGzuyUY7bSWNdud94Zi8JVK4HNnMdtwTqp0HffWITm9jETpLl4HDWPT7/+c9LkXc/43PrUcYNlK9jXYm2U10pl9w5CXbtznVcXrqCxpNT6K9RpmaAm95d9MOh5FzDsWbDcZeGueo6weQxJdlzbokx/xkZ3u5dh6ObuO6uohX04KeRMHuTE51f4LeYK76W3MUgcRHEoXzfhL4hX8MPSmwz2oPUYaSEkyImuDxjrWasjDGScFFinhHmnKL4R19dvSHSJmSHoDzJu90VrIcefmz2wr7F/3FTzdHpRn1oN+P6o4/qlYsw795CVdPghiEGPO+s8zDfD9a6Qrzfa+NssYQXxppH6T+TuSKX2cmNv8dBgG6/jz/y5pvoGgZ+/fpNYW1kzMDPElqvVADGWoHHACceGXI8H1XLRM3kbGuiNEDGxFuuuwGKyOPHcePc3hi6eKZawemRtA+ZBcnGsuwHG2yMOYiDoBtuvxNFcGPWAF1hheGxnSkWsVDc9H13Mvr7vJYIUNmp3rndyAjyo7NzwoxIOdmiSVBG4R7mGlrNtNGwbGGECULFeplLWTFerVgKQO7Gkchz8j03GTWssiHUYLzs7NpUvBsYn/eHHIzPeG1cDpef5f3u0hNn0K/YwvZCQBXPSScOUJEx713X4trMmVvHjW8x1qTxWM+VarL+GGMrABhjZ+BCUTGnUA6VLDwEjfC62c/ImklGlRyoQuOccY933AEulWsojTG2rAae1ODidhdnz51FccR0NAgiAdzsBFY5DBj/UUig3i+b114SqHnDxnFKoA4GA7lHHQTz8DjbY8+sQiPqkTTZ7DzKpWkOYo+SYm5paUndyPZIRPM4jtqJSJTl7aEnN7QnKqqr6jDGzv3/+P5buKNFsGZr6CUJYifBtcXLqIhnQVdmJOsjT8VMbphMnOZ+BxOCTCAWDSZqRwALaqrJAzQVgMpH7hX5mY+YMAkFEqB0p0n9JRAGkWpZClYEDCPMHxpZOLgdOkTM4uaQjc2bO38W0MuYE6PooZkyHT2ISYOVOVhJ7si+CFrIjWCaYdpHNWUCaX8dRDmetA8vG8h2DRbx9RoK+t5JlhxqYlmq848AGgJq5G9C4a3mYKl3F3VjSpLBcrMWOIeFGKQwU0fM9ewHHrx+gDdeewMk2BiiuyFLo/antre/EZ5BuSTuR5fvCBsNN5pL5ux6RJQKkuz0hims9OZvWz9PirsQ/aQvIAqVpE/hZS5qaKC4yxzmWo9kqrl48eKBC+sERJA5ZT8r6gVMWw20wnU5+ny0WkbKdTobTHhyLZrCGiMAJemAVWc1zRKUjcqRGXh4nHSKeK/jOeaDrpYVhWWEwUgOjqqaJZwuKGdpT6fLqsn1RMQ2zyfXmZ/6cDTSiG/O9UJhSrbbCvtynGRMaZplBNkQ14aryiVkktso4myBOph7O2AMmrid0jYAD4ErDIA4Hnt0vfL+t7SyIknLS+fObdynN4oYh57VnZ2i3Bl6WKwrh2FW2c2ksDBaI+xi57jzYgA7QfI1kjtG9+PMTBK7E5vYxCb28IzPIGrg3rlzZ4s0zUGMz0cmhR628VnDeIaFxt0S0ceRdObcXF53sToMMVOy8fT04SUjri+t4f/5h1fQQlESZ57n4/d/0IJlGag5lrCcSLfVyJ+KR+wo+X6Y/DFSTYJn8bnI+qFrAghh0pWf+tfX2kgE2KEkYfpBjDBSIBfSKovMigG0/Ri/d5vskUxe8vOKlYNhHzsRc1B4TqiSs6mkqQKx5ybwfIY50iEGzBVsXB8E+Kjro2Ebsk9axaScToyvLfUPDFa56wb43cUurg2UvMnz9SK+stBAk+CQfUySx6aDNPTBcEbkk0YxmRcD77T6+O71BK+cmdvosnupUcYP1vtoBbEAbmhrQw+J7+FHzs/j0oVz+M07LbzdHqJqGahbpkg1LbuhzINK7qmU+HiylsaYj91nrSDCjEPGDZ7XFLeH6pqhS0Y2nO2WT3U/YiI4FSaXPIFHABPXCKWDCERS29EEZBEmKd7pdvBRrzfqDtRwczjEreEQXyBb4g55B65xdscSpJ7ruR/USDOeU43vZedLZXTDCNcHA7Q1VcSgVck8YjviCzNZPV/kGmHszmYF1fXK9yuWJYnjw9g4GD8HWtNXZS4k7wYmYEE3bNxFghbXzEgCiMnRuX2o3qm3zqR1OwwxZTsSm3KsTLI/Va1vJGnJrsLOwCsDA52IDQgq2V21LLzVXd1gW2ESnjTZz9Wm9ixm0IZxuKETn5skVEFQW3SPT726uoa5Rg2z07Mbi4uf53o9rphmLwnUkxjPbJdA3c66clwSqJOYZmITm9jEHp7xnstmQt6/CfrYSzrjpADwGcuwuM5nDZnkd3rWHAdbJHOhw3ggfjHZqskifxjjs/4HV9/Gmr6OwrkyAja2Gjre6r4rNQSOjoz1YgS/ExiiWg43fI8EMYomfVl+VvmpzI8T9MsmVT8J8e32ZWGFY81EfBqN4AXVhEovm8wLVdPBkt+BJ4Bxxc/OGEA1HKtCOl0kiWFk8Mo7l7rQGAhDhqYp353fYanpVKGED/trAgquW5SlHPFkpCmW/QGW/AHOFPcHQIl/3W+LbMkwiQQk/HxtCs9Vm/v6eTQ2S2YEcsSjOdwAw8cil/K1uzewkEIADfSJWHN7plbD99bXocex+NIEA6wNh6jHMX7ijTcAy8Zv3bgpjCiMZzjHjB9aUaQY2sfoOzehP2qOOGbW+UosWJsGoihDOwhFsofbYWyk4tmtxnPHc9AKAlyobEoLUyKHc8oaXHEM2MB6R0igRRji6wRoBIEAJuizXh8O8UKtJoD5nYy+ft6Yf6garabt6/fTCAK5UK7LGguSGH1FsCnxGdlFHF2Xc83xzhRKMmaCN3j8XONkQDxXrB5a3oj3sxxoPS6Hy/w7axbMzc+Yiv29nUYi/cPzRqDK09WpfUHplD+641PaluvGHDHiRxLP8zhyWyhU5Hhvuz05FoOxll0Q+eJvtJYElMX9Vk0bLzdmhIllLyMIjGs5B6psHK9hohMGMp4crMIxLa+sYNAf4Jnz5+CMxYWqJHz4iOYkgPG5j+PY5oOWQHVd91PRUPzYg1WY6KBDQUpgyiQcxvLC58MEq0iy9fJl6Zh69dVX96T2vd/kbjeMcWcQ4kp/IDTFRFkyacKOtZ8+PYvnGwdLfvFC+toPvoe7FQOVcgVl00ZIWl/RWktQMhykiBRLh0aGGuWI5M6IorXWN0AOpFyu6ZYk9JSzkgobhFDTpTEqRglu6iqWlBHlmfqMkrShQ0Wni6AR2UeaIcjIQjICRogskC4PqC1Oz4i+OJcEysVn+JOZmjANC6mWCECCjhedR0VgJ+TbAlghA8c4o8lOxm13k3X4mTv6Lh2FEO14DRWjgbJe2ZV5QuRYSIc3Av8oxhP1N35HkaBkgJXhO9/6zgaCk696sy4HnyBCksRwhy6SMMOFhUswdBNeNpRtKtczRzUb+4NVNiaR+GkyawBGZkMzuCbVyc4BEntvY5PRRknk5Kjtex9ibubJeSCDTH7zDZMA3ayN1KDzZcrf8nlcXl6W7uO99NyPahzHjN0UyZtO3MUgUcAfOjxCzZfROdAwbU2jaBTRjSkvFG9Ac6pmDWVj0xm8HyMDD+8VRK9yPHT4eH3euXFbNALLUxXUpxqYbk5htjgt8lj7WdOqw0989OIByHfD8dqahbnC7JaAidffmeI0HI26iD7KegGDtIf1qCNAHkcvyBkexEPc9VdwoXR2bzYhzVTBSxrDHDGr0CIBqZgKCDVyFlgAM7MYxdMzW4JFBkvS4WkePOg9qFP0MFhXjssRGrfxewLvRUTc0iniMzJn5smdojyQ2s8mlNkTm9jEJvZwjPft7373u/Js/+IXv3joTvJH0YWYs1py30xEk01hJ7vfLkTOycctF3e7Pn77SgvXuz78KJHE3POnyvjvP38eU5TNPIARAPQr37mOllbDmXpJqI9XQg+3wxRWAtmm0nAm3fUmGCX3VJk0JTClaulY91VSqGqPmh5GPnp5BAg5W7EFrMLt8XsUl2T3IJ+6TJoNYiZv+ZwOUSsxCZRKsjgg4iWHyoivvMlKyX/TbHM8o/6AjZiG3lTNMjBfsnF3SBZKAuY1YRPhz45B4IEuQJaDMIqu+hH+8ZVVrAexHBfP3jdX+7ja9/GnLs6IhM9u23i+URKQC4v4nBvVVaniMc4zE76U5/neYgudKx+KT5JLxPzcmWn8zmJb6KiZ9NMDH79wbhZvPHFaWEsIVOFx5KARW9Mw5ViKCnlE/Dg+R5wD7p+JW9KTE6jBxDu7EclAsuZ5SNJNCvJ71uBobjnXSiNcRZ08FpOJ9hEby4jcUwE7RvER43AmGkm1rdZJhkXfE7ptMqGwq3XKVqyOvD6o507fjTTZxy3rmBtBMq81mzhTKuL76zqWA4LUdYHiezEB46mAXr40M4fr7hBLvidrleefzCsvNZqHbnzZCWhNn5UMUvRJycQk2vDvvY8IGSr0Uxt1nJtpolnc/z7IRPOL9Wn8sLMmQBc5OxqwUCzhqcpWeR/KAL1Qa+LKgDTpKRqmje+2KeOTSpKXyW0/TXBl2JXPni3tnTNh4jYeSUjlJklVcK1sxjikh/747XcxdXYaxXp9I8bnZ9n1OV8oH6jz8aAxTZ7UfdASqEdhVtnNhOX0AUig5sndiU1sYhOb2IM1Mqn84R/+odzDCUA87LPmUcQ0jBNYcOZ42Sy4m497v2NjjcFPPLjJQJogmfMWH1MzMWvPYtqePVDxkc/y77/9FnpNF6VyCUWzKM9iT/LoseTKo0TVaNgAS8sZ5nPj3/J8uq4l0pia52DpB0r9hawUSYCmVcEgpm9FX3mTrZ7+tYBa0hhBSnCu8mfJQsnKjZJZUUAZBVgfp1AZFYw2qgTqr2ps/J7K8xK0TOkf+kcKlKDqWvSv6NeQXeUgYJUfdNbwvc6K7IOA5F4U4A/W7qIdeHhjak589Z2MzC5k+6BaQML8cH4UI2YZ21BSKb0sw/fe/iH0JN2IZ95oNoWd8EqfIPwAoeeBYvf/xfPPi9/yTqcrQJWmbW0AZhgvkDXSl7lVdZa81iWsNKM+YGEGTCmXQ5YTDfOFAgwifwQEpEMT8P3OaymXSFVrUh1PMIoZldQTz7+KN/OYhrETz/OpQmFjrIMowjudjmyjbtvyN4JyxqWMKZEyLgt83Ea2RAKPpqwi3u6tj0pUSqaJAA82iFwq1wWU9O4IqKTa7TXMl8q4UN5/7RwEjM94lfKtrElxXa6trKDd6cCqllEZ1WjO1qdhH0C2imyST5bruO72MIhCYfEp6AaerjQEnJ8b5/RMsQpHM7AcDAVkRADTx4OOYo0Zgbs6oY+3O2v40dnTe8YZvNZYR+V6HmdSDUe/55Jbkpv5+GMEa+uYPjsPY0y6lZ/lN9n8cFR7FGD8BxHTPAgJ1MGnhP3+sQer8KRv1xE8qOVUQg/LEaJjQS13Li52H+7XMXVYR4jJpN+41cHvL/UEsELNbbKQPFW3UDQ1eRj++9vLmHZsnCrufQMh+otIyGi+CcvRBKgiF4O8VJKOunEO2VIEOaKLUE2erdvsbSPq0RrR+SoHCplyNiKKio90CsumIwJzeSfc9nSjsKGMnB4CAviI6cfDsYc3gR7scCOtm7GZxR05E/KgF4aSrY5amMVoiHyJuikoWZj8CNSWhVNknJlFkKoJvHQowBS6LY7GBFcRQeaNnD/FVJFlhNjE6CSrGCY9AaxUjE0a6Y1zDROOVpTtbcMXj6SEyFyToVAs4Ms/9mX0Oj1BcLIDl0kbXgeVehnr7RbmZudx7uwTm1IqG2R62g7COxt0NFttA8ib/6C2omnR2HfymRoHrGwFoISpL2wdBBtxPGStcUZsJPeCVdgJR7TuJvWyzDVhOGkgoKF8GzWjieU7y/Kg3E/PfT+TczliJinozo7IdkmumiWUjCLWYxPDhMw5ak3miPgZa0Yca26Dx8z3GSwI28oRHyScB1JnU+6F97ucxjinGcup6N67+o4AW3KpmO268OPGsZ4pLKBB2sZUUecRVGNvO36i6t/rX0WbzCqClFcJf1s3BazjpwGqIjtEKS1XZIgI7NluQRKiE/XUvviQjV2UzKJcr9RBTdIEM6VZOce87+Xall985RVc9taxHrmwROpIUdydKzZQ4X3jGG03p0hdy8eX6OU28/OSI4+P09kYp+O/cOHCBjMPnSKCu7h/ro3cMdqtwDjpQpzYxCY2sYdjvG+TaZH37fsB0D/sLsSc1ZLyi88///yez8L76UJc7Pn4u1+/jg9Xh1gZhJK8m63YeGqmLKCB793t4x9+5zb+T1+6sOfzk89YAjav3ryFNecMGrohQBVaMpJuYc6uFyhQNgvxcZiM4oVNWhPKojDeOVU0MYgU2IIUxQKsH4Uz6z5/AOhF0VcRRg2JNUcdQiNpUKGBTjIBuzzTdPBRO5Dv5u54wdDkGOlb01Mg1fQ4AIOj394xl9NsP1UtYDUgICPD9b4/SlPnSU4NFytbn/dkBll0A7zTdoVBpWToeGWqLKwqBKrMFggw1qRbj2P6qOfhf3x/EU9WC/jZM80dWVq+MFvF5Z6HW0P67ptxAsE+HLtItOoaGvNn8KXTz21IXjJpQ3/kx6ZncCcOMPCG+MorL2K2oQAHnG8eF4E348bEpEU5FWrJU7JoFGHwfIksDEElOmPEfK5SYb1pB4kAVSjbpABBY52Mo3lWjRMKrLTo9nFjqM4TARIEb1QtBUqSxC+TvSIdpQlwiACI5lgnMZtH2PnIpDVBK0z+nS+V8FKlinffflvWyF567gexbhQKowi7B6ccZ0fqbNKMny2VJSlO4Ay/w4+RDcbULbxSb2ChVJLEMyWDKAvEsfL37R1392NM1BGYN95tScBKrgvPtbB2ZxHf/fDjLUCmvRJzpJv+4swCVgJPwEgEkVB2aTs9/JV+F99qL8sxMYZh3oBGinB2DTK5S+YYJmspC7QTWIXjJP31auAKBTevIRZMaqajwPtJiLJhY9Ypb+nUfvrSJRizTVwetrEeeFJQ4FhZkDlf2gqqOarl9+MHLYG6nVnlQUhrH4cEqnSmDoeHYiua2MQmNrGJ3Z/xXsvG3MMwRI4b46CHVaPhM5FxAsEqlF/ks2Yvux/2+27URitckUbWSKR5CGZ3hJmbvy8HSyJ7X7P29gVytgq9YaJQIThgTIZl9A9BMIw4mOvlW/R1xvPuqrpAv5Z5axtxOhBfKOcPpydMX1Yx0att8GfZ/Ah8Mt6KGqSs7zAfbqOoF9FNehu+tMgCjZg49Iy5/u1MKgq0wlhs3HMg8yF9KrK2sMBOH0vFVaPthhBJz+0sFWQ6ueP1cdPrCVvetF3EE6U63u+viz9MH1bkRZNEACj0B68MewJsfnNq7p5iPv3lz03P4vdXlwRMnbOcMF7IGTk4m5R/fObNz6AaxhvyMMN33pHi82crFdxotTBbq+FHXnhhIwfMmIC2ndmFVS2CE9joLfsblU1EAobzOWI7kW+zAVLTsBi4cqZ4nqIR+wtjo3HZ2DGYkJwfAk0Yj6rj1IXdxU1SAfcroIyKiXP5nLKl4kFZJVmGfhRh0ffRj9nUYApL4avNJkqeJ3l85jSYh75f45qkfCbrhgQM7dakWrUcPF9nvGPg8qArn+f4CFSZLzl4vXlKwOdVyxbfnYwjXAczdvHQrCo72a1bt8QXJSNufu/I8+8CxF9bw8133sdNxirT0xv+LGs2OxmviWerTQGxtyNf1pcwSI6BQvL5+WbrDm54XYRs2CDIKVWSrS6BK3GIU04JTbuAduhjLfBwungv2z+vhbv+EN2QLKoZ2owJswwF0xLwCc/zxXJ149phTYpx2h95/XV8HLpY9t2NeeQ1erZY3pfF5bhZV46zRvOgY5rjkEAdDoefCvD9Yw9WYVLrfoAqD1sPMXcsON4vfOELB0pEHbYT8Q+X+/itOx1BV7KYzBd1uq/1ErwwZQpqc80P8X63vydYhZ1OOVvFUtnASndt4yIVJCmTevq4i8KHtSEJP+X6bBZfWVwmAwudmKJBvTSyqKSSwFOATsVgQnQrnSE6HXSv+NzM2U8yedAq54QFcjIziP4iISoZJXNSOGRbYWE98+VmTcci/34OdtmJYldwv6MEL5lN0jFGFQXnUO/krCp+6qITrcNNB+IE8nMET/jwAK0teyTYwiQqFWR9Uc6hSnYm6KeKlaNqNu7tIkJFtuWmPfjwtzgTsh4Ev6sJa0Z+A3v22WcF/MQE77XL19XGYh1pnMlDkKAGAmEiEISjzg/BGTEUNbEwrpCmbyQ5tOkl0qlUTqlCSDPZy7lSaGYZj0g5bfCl3It3YbdYMtwAINFx4LkqJWWRB8rPqdqHDiO7F1RB8BAdeJln3RbgEAEwN9vXcOvKXbzxxhv3XP+KPUcd634PF7KBrIYtAUvwKLi2puwm6mZtx+/yvaY5LWwifkKgEqnyigJWoYNEY6DB13EZH8JE+fNBtlO35TgVXd59Nq4LT1BC7hRt/y6Pp2KWUcHuD7sP+texGnQkmGExgKAhcYRHGpy8FjmPFaOs5KokINpqw9jFDfeuAFvyNShsS0kwAiCZOF2YxazdFGeDBTCeR55fBqsvWBZW/AG6sS9BxLRdxrR9dP3y+3GKchq6oyR6hWadXbeDdSyHvEYgzuS5Yg1F4+iFgO1GZ5gFRb4kuCDCv9WSez3XCZ2d3HmmhEO+9o8TrPI3/sbfwN/8m39zy3u8f7FLkkbQ1V/5K38Fv/Zrvybr9md/9mfx9/7e35MxT2xiE5vYp8F4H75faumH2YXIxAzv3byHU4buoPHMQYN+Fn//zlev4f2VPmqOKb4W8QmtYYiiZeD8VAnNLMPbywPc7Qc4U9tZloT+BBNmfJa98dnP4T98e3kLgwYBE7lkjNAmk2GDgBWCHmLlA+egByboZgomCoaOhmOI3AtBK3FC3XWVEJRtpRmudn2cr480tskmOYppmODNk2i0UxVLiulM8lgaZWmUX/ZkzcGVno8gIRudoslWgHE1bkoGbT/V0iknzB8azpUtAXYQQFEcATtI2kIgR8lSSRzO8VeX+vjqYg+33VDGROCFo2t4t+1udN25Jn3jFIsui/vqQBjvkaHl/3dtFf/tM/OYLWz1W8jk+d88NYfvtwb41zdbwu4idN8ERKTqXDIxSnDJdh+WCTAmbKwwxLSuY/HmDcSe0gKnPjvlfzphLAlU0QAPA6z5pC5W51POKxkpOWNM8urUJVdglZA+vE22TmDFU2NSwHv1vVwFKJ/nTQkhHhPQisiRM+qoTMioqKNumxiECRxLxU3MKhPY9FS9hPVoOLamU9z1XNGVr5lkMSxKovqjbg93r1zFecuSIsl2gDkTfzw3+yVUuf33u13c4T5GyWsCZV5uNHeVB2raDr4wM4ubwwHWw1A6Is+USlgY0W8TTEF2koVjzDkyZiVQhb4d7x/b5XNyXfjtYPy8+2wvMD5jknOl3X1Waqh/vbUIN44l6UopKM4br62yIeUHYWZhLoLXJQErO1PJr+PqQHWT0pjTYPcsjfNeNwt4qjoljT45qG+cAZR+/kowlNwIizFzBQKHjsYU+ajA+DlTZDdyseh30Zc4zcKcU8Upp3Ygev2HJYHKtXccMc0knpnYxCY2sb2Nz4X7Bao8zJiGBWU+o+lvsEZzkALgYcdGJpXVcFH5/oJrVrEQWdGl/qHbwnbdjtp7glX4rGM9ieDexoUpXPdubfxN8vVjUpbCLC+xk2KxT8ZrNCPm7Ly5UP2rmnE1TdUuFNieLm0MLxlKrSdIWXuhf62aNbldqVMIm4UOU7ORaimMVEG9VZ6c+WMD3YTM84qlI5dbpTMtXsaoeXnc+FlbV9Kh9JkUY4OmABsCemfTQIKqoXynXuTj7e4Srg3bAjwWAAl9LX+ID/pr4qNxO0lmCCNIT2Qflf/D7ZB1gz7fj5+6V6nh2WodddPC9zst/KDTkuPiceSsg2RqKeim/Mu6BF/0YQnMpprC7Vu3UBkxlNCXFWb8el18dM4xc+oiLZqmWPN9aQinSaWF8ZI0dqpmCMY3/MGRRosM8wUHS4Ev2+DnR/gWZWNTms+wktjk5yi5mdd6yD6pi++fBBFsrheJVRWrCxkgG5YlII/cOgRihKF8v+k4whRJKc6v376N+u3beO3552Wdbjf63JyH/XxDglQ+7K+jF4VynPTvTxcquFSp3wNCz+3pakMAKYv+UM432RLPlCobIHuC2J84BsB9blw7169fl9dONSnm3+fn5+UlCgzdrviq/DxrrVwDXAuMabaD8flzw3bktZv9sLuCy8N1qY3wGmMbv8QlCWMLW0Aoy4GL86WqnPccmDRuBHR9p72CVuDJWuT3CaLvxiH80bokUOX5+pQcA/1s3ocoVcu60itpEUt+Eas+v69h1ikKM8xOjRIPMqY5LjC+xEe6jg+6Q1wduJI3mS/aeLZWFsKH47bdJFC5Ti7vIYGag1WOA0hzkmOaxx6sclQ77k7EHy718RsfreJ6x8d8xcZPPzWDJ4uRMKqQBosnfqeLhRfG79zo4FbPx6VGEV86Vz9UJyJvHn+w3JcHhiTO4lh1lOnsRMvQCTJMF3V5Ug2ieM/uQyahc1RxMmhD67UUYwnHzW2mBGLQWVDsDJTz4H3RhC6dRMIuwmSCXkCReuVgIjfBxeI8KqaJ9wbXlVacRp13R5wfFrN7sYdyVsHVgYFuqJZm3U5xpsQOKe7PQMVQLBUx9QET0hUrKEeYunCEkUMXBpIoiGHYxoZu9DjJXP57DrRYiZbQSdrCgsLEHJOdm2wkCpARZL4wP6yEixtoZTlvdJSyYAToUB4B2WP4PT5Ix28go55KuNkA5aw2kvfJRmwuZOGwhYnD1KeRpKsie6RAFzkoJIMDUq9tXT/sLGIy7DOf+YzctMY7FJnYm5s/hZnzTdXqKXTV8aZONsE+InavwCcjGO6mO8P5TBVkh6OQdTKSjJEE1cZY1Dg3CVZ0DMKeUi7S1Y1dnp1ZjF7YRdmucNMjajsgTUJFu5WZCOAjyyzZT5iquSE9IoEqtG5rgDDz8dqbr6JR2XQKOJde6gqDDY+R3ykZVZT0nW/kYRpiOVDzTMAJPxNmoYBXKMtEFpUgCxCnkRwnASpc7/y5YlTlpc5fKGAXFg+4z72M14EnIJdUzvd+rCt82PLewYcEgSqWbcu1wmCCDDBkMxn//nj3Wd5FxvVAuaQclJB3KNJBEpq6qCMBEgOlGbuxRZpnGHtoRz1JPFo6QU+K3SZnF+Jx8MwQUEQgCsfkbAPq8LOL/qowqlDqK79Whokn2z1bXEDRIMDHkoAxlxQYT9pT8/F8uYlHaXtR0eWv/HM5a9dujhELPh+HPbTTUCj3eB1cYadl6OG1+vwW6vDjNo6LgBS+Ll68KAjenHWFa43H8Q/+wT8QGQqum+MCq9Co/fvbv/3bG7+Pswf8pb/0l/Drv/7r+Gf/7J/J2vzlX/5l/Ik/8Sfw9a9//dj2P7GJTWxiJ9mOEnQedxeiGyb4l9+/i994bwVemOBHLjXxJ984jd7SdZGXo8/JgvFOttj18S9/uCighv/tS/NYqGwyiR3kGN9Z6uPy2hCnyvaImQOwqcmdpFgdBDjTKAqgZBBG6HgxztT2bhKgRBHn50K9i3dWB6iM4gObLCg6geiQ98IgEZAKx3mqZMJLMnnVbAPzZUvkcNphirJl4L9+dga/dauLby8PJeYhiGW6YKIXxuiE1CUPEPoJ7rZcxAS+aEBQslDmyzLA2vR00ZTEUC9g0VyBQBiBXO34KFvUkU+QJRkcxjVMOPPA6KsK6wrHrlg9aFVTF/aT//v3FuGYjJPIBqMkjWhMQpVNAmxiAar8+s0OvrrEzsNUfqe1QyYEmahiQlF9h4ksk00Do6wnV9gwTqQhYj3I8L21AX72rPLPeOx33UhAKGfLNr48X5e5o5wQ9yEJR1OT5BdjQMoFjRt9QCbx6KvynPEcMp5hspeJPSZqLpab+E4KrAccY4wW505iDaBoAm6sqLEJvKCvRRYWJmXjVJNxzZVMvLPOuI3jUfs1R6wr2UjaZ0MfftQRer5sAkaAmqX8W4ldCFAgJXbRQj+ilItK+pJ98JStY9bR0Y01dIIAlmEIewnPD7dHumyaQerw9XWgWMArL7y4BXzBROvlfh+3PVfm7ZRDAEQVjV2aXa4N+vi435XORjKgMG4ng8vbnbYAUvj7qiS0MwGv5PJDtZG0D40Je1J9E7jC/eyVbOQ10olCSU7zc2QjyeWOdrOcFpyyAOy4JMhjPQzkb1O2c4+80G5gfCbQ6Lvy/pMnevlZspxcGwwkIatANlvX1+V+V1hnpiwHwUhumN2rXsrYLMa0SXaVVLoLSQm/E/CFgJdrw66MNQeXc27XIx9nCjWcLddEH545AI6VfjWlqpkDym3aKcrrUdlxgvH52cjW8F5/SWJhxnJ+7KEbeyLZerG8d4f6g5ZAZezLe8cv/MIvHCsAfxLPTGxiE5vY7nbUItpx12iiNMQw6UvenQzoRb2M1Mvw/e99X54LeZywkw3jvtQC2JBa0WsyNvogB7VuRHCryv0GCDYcTPrVzEObIGiBTGu7b5MSI2RUz5sE2Cho+PRzyaSXJ/k3P8/3mHsVdnPo0jTcT1zZNWXcmXvlOXITHzNOA1PmFN4dXBUQLXP6bBAm0KQbuzLmslaGYxsomDy3psQhZNRgGYHzmWSUstGFSZuRgmKBzBCxTgI2GzNfnCCLM1Xj0hVAXEAxIrs6qtGM4kRHM7EYdPDvl34gfpkCrqgYhEbQBv0s+l5TSRFfXbsmcif05fJ2Y0/oFFUzMo97mJARnEydCtQxgtqIX8h87I1hXxgoyETBcbRCT3xx/j5fLOHnCkXxk68OVc2Nxu9xO/SBWajfct67XWkMJPsoC7v0TRjTEBxFa7IAbTtYC0PxKTthBI8sNSPflHJKkTCrZCJRKew0oFQl63JkFFE+K0Ek+fGMm8zpGEso/y8MKCaBMQlqNustCpDP7dCHrpgGlv1ICRQIkzoBCBYatoVrw6GARuIRqIa+dtE0UTZYH9FguC7u9vt4+pln7gGqEMzAeeuE4YhVsoIL5cqOQHxu993umjQjkDWR55rynNeHXfHNyXjImIqAFtanOPfMnXPdLBTL8qL1oxC+AJd43HuDVOSYQk8AHtwH97sbKGZcCmdxcVGAG7yHcDz0ewkeaVibcknqXGhbgEw5GJ/r4cqVK1Kzy+OZXApm0aN8lAfL0PFEsYHC2P2J473mduSaYyzSigNh1iFgisAmAk44J4xTOY+MPQnk2W5XBl3ZhzpeNV4eB4FKrzdmULcVoyZjA0rVsuGVx5sDwXmsBMPwdZJqNHlt5rBg/DhJ8K4X4a7bkRwL5+2DnotFL8CPzU1h5gEAVnaTQI3jeIN1JZdA/Rf/4l/I/Z/r49NQozE/7Y7QcSZ3f/9GG//TN25iGCYoWDpu93x859Y6fqQyxH/9hedw5syZLZ//1u0uPl534Zg6/ul7S1gPlIY5bxQLFRt/dkFD7YBj48ObnWvsVKPxRuXHCTS5EBU9MbdNmyk4e0oUEVWcL37S0pIuinRqol2YJog1JpXIJsHtRoCmtMkc3ZRCd92YQkxGDCQYJoq6asau4VJlXhw1a3gHtkE9d1KJjW4seopOHOBKL0GQ0vlQDst6QKfHxs/Pz8MxUrTiljhlXkwKvVFxeMSF4hNUwHMaZaiVajANFvMLgqpdj9aRZuEmK8jo3w0dR6IIswhxQlRwSQA0OdtKopEhJUUvbgvYQmGAVZJrTChHbJNphAAdFvLVgzP/pPRviaMVy4N4PV4dsZzQ+TBQ05siJ1TUynDTITJtE6xEdpeSvvkg4A2YTisLzePSMFxnfHFd8298EH78w6toztdQn6kpEM8GWoUIaUXtRytpavsEHKVZjDTlOCOYdACUavto7+q4BaCzoRFPej/qXdqIEn4vFFaXEWZaHKYs0xEigBZrEiQIYptUfFmIBC4sWIizUAIC1eumQDDcJj/H4jlv1DOnp1EY0+yjke2GrDc5ipxglCBdQ2omqJoKpc5jIf0it90O2/CzvgBMAqSwQCknB27soh/34aUDuCmdej7oFGPKtKVYVfJtrUdrI5kjtc+aWUPdbGy5L7kJaaIH8i8BHTQFeqHsTgWztpIP2umapDPL80ynIDMy3PLuCMiDzisDg5pZxlzh1IbGaL6WKVM0JKuNmaB+uoaz589KwSNHasp2qZZ13kZiQ5hulLNTxPPVS6hZFQluBokrABuyqmzisbUNDVQB6WiWsAjxupy3ZuW6HjcGBZQA4zY2GJo0TYIkBlF0QJncZNCXF5ZeeeWVY9cLfJhUdDlwZSenSBiHLA1+7GPKIfJYvV/KeJ/ysBQMcKF0f2xh92N0jsdR37zGGFD9w3/4DyXRy5/5NyZ6uQ6PogfJ5y23td0YzHF/v/qrv4qf+ImfkPf+0T/6RxLcfeMb35Bn0sQmNrGJTezhdCGSLeT/8q/ew+9+tDoCvmv4cLmPf/Odq/gf3izh5770xS1MbT0/xr/+wV0BuNzquPjnby0p0AeAv/t7V/GLry7gK8699Kq7WctV0hqMj5hr5BgIyuA4+D6TNG6kQCMLtXtjGha1WRTn84aF4nyfv/DkNG72fNwZhCiaOvoRfRENZ+pFoVkuximGcSYyQUygnSnoqDqmMHf0oxQ9Aaro+PknGnh5pixsIx93fEyNGFek698iI0OAO20fgx69SwX6oPfjDSNcqjn4P755Bv/udhtrAbufdPgR5WhGdNm6YnjpBgkspJizUjilirC5LJQtATx8bZGgZeWPM5nCfTL2VMwqKYJYgxsBVU3HXDkH/TLRqVhg1vwI31obSMzYH0kZqa5Kgj1yYH9OTU2WRP5Mdo+RD6hpGBAhggQ3h76M5d/fbOP3lnqSHOb5eqLi4E9enMaUbeIz02W83/E22FqYqPzyXA2XxiSEGH/ynBGAkMtKbWfZYFJPW1nFuZ6Hm04NXZ1gHx0Fg8wnKrYhgycBK2dLJn727AzeaffxXpe+foqCmWDJIwhdzcmIiEWMcafq9qReNbskKaNj4WdPT+PyYB13PAKSxnxtXYMXJOhGHl6dJrOgYmzhHC16Q3x9bU3mifTJKv4huD3DNBlhLQt+4GNpcRGVahW1ep2O5eb1l6b4znoLdzxPdMf5l6vDAdbCAF+cmRWACed8LSD7Do83xjfWKDeboB3FqFkx5goFAaQQTHK538ON4VCkbxgjcf7PFkt4tTm1oUt+fTjAhz1Fm855ZMcnQSwzYzKRjFtvuUPccV0s+Z50oTL+4NwxAf5SvYHz5Z2TZznDCM8lE21kc3m/p8AjNH7/uVodT2z7Po/t+rCP1SCQ3MbZ8+ckEe65rsQzTBQziTeoV3G3XERsECxONk4dl8pV/MTcabmWmbBmclviJ3aVcv3K+TKgZ4nkFJi8ZzzXjyOcKhRxvlTbEazCJDDlgnLj9m2N11IkCeq8keTtt9+WBOBOfu9JsqOA8dnIMygAThqjbqqGBBoT9ktBF/MFMkY+WNaYvSRQ+frd3/1d/IW/8BfkHvPX/tpfw5/6U38KP/dzP7dj1+9BbRLPTGxiE5vY4xHTsPmROfcNhvAsghcNsXZ3XZ4D9EvGc7dBStADmUA0dFh7EBSI8l/XsQLN0ZEMDj425p4VS4ZiJsmFeBQMPGeQZ5H8XhBrLrtBiSKyN7DDnlY2Spixp7ASrEmBVbZoM7/OorOJKGVulkANlaMWphujiTCNhRWb+VlaxSzhyfI5adIkUwubkclYL/lJDaihhF48hGOxEXTUAJypmIJF/YY5A1ur4AfdO3AT+lhqrvL+V+aMCVIRqZ8oRdUqwbRtVM0iDI0sGG2RkacpuVDWEjQBzeQs+WwUJiC9rBeRZcrXdwxTZE7ot5FNhcwqBI4MEwW02KjT5Gwgo7ErOSPON5svVTzDfbhJhDCjTx/Ke/95+aYw4NEnZEH+hdo0nqvN4KVaUwAxlErJjQDoPzI7v0Uih8B7SgExp51Lw4yzXLMITR/23Oqa8Om3SmX4ioxTYg0lR2RAY9ysAV85dUoARD/odLDkscmUNTICTCIlE7SD5VUbJX9k4ly5hM9ON/Ef7t4RGVMCTzZM09ANQ2GffL1ZFzA5vzeMInw0GKDsqWb4m8OhxJ0EzHCNzFmWjGW91RIZTwJwitvkFglU+U5bsdswpiGr5A+763L+XmtMy3XBOV0PAqmw3Rr28UG/KzWCbhxjxlbxTKhTnrMvscwNty8xiDZiTHmxNoXTI5AKASfv99ZFnoa+PWVxThdKeK62GfPkoIzb7gCrvouWyO0QFKWkjigf9XJ9Rra90zVJhhHGNcyN28UC3umuynoRhhvKsNoFPF+b2QKS4fcoVUqJUcoqNatFPDn3Il6hzNWoZsfanh+GaC/UMHQMZGx+1zX8wFjFZ6cWcLHc2GAV9eNIYg8aY0KO2x5JDROEL1KjozXyfG0KzbG4JY81l/whSqa5pTmBrCxroS/rJweqMJ5hAwkblVirOal2VDB+LwXuhAkaJQcldvyQPEEarwN82BtiZvbhxDN5nDEzJoFKwP0f/MEf4N/9u38nrMEEDJHxhDWaL3/5y0eSED6pMc1jD1Y5KY4QbwS/9sNFSdhyuXeGETTKZSQpvmfV8FNZBY0wQdk28P27PfyN372CdU9JsYwUAFEq6CiaRKZmuNMP8CsR8H9tHoxZhYki6opf7wdCkVyzTEkA8SGm0JRMToaYKdh4obH1AUK6IRaJucC3SxQxAfNjp57Ah/0Wrg86IATFGfbwR599Vm7266Fy5OgIsMOtqFuom0X4WYTVsCsJnZpZxIyjKLuClEk7BRUZZwhxDBsDjzdNA3XTVAwVI3ozHsdqoOON5qyADDpRF4HIAKlE6oaWYpog0YAzpdN4sn5xyzGW9Spu+NeUjI5milPip94GawcL7tJ5h1gK6AVDJahYkJfkp+agm63L2JXjo7abs7SMG0EE3FbugObMKDmgQ6SHkhhr6bKAVnLj++vpCqyUyGQm/wzYKIpECsdsY5OFI6c2ZxKGQJVxmtuNNWEYW7qNev0e1oerAhJImRXP1Gd03szpt4++V0BJaW6n/Q0ppCQlsnD77UJJNIVEUAsKWkdDn0ZBK2GAXj5B91g+J0JJKLSEm3JJnG9Fua7DzIhU5l8SREmA1ZVVOY750/MgNoPo9o25I7AiVvvMwSTcNwEzg6QvwBj+O0z7EqgwCKHjm5MhEoSUYggNZGGhLuMQujinSv9QAWp8rEctzNkLclhr4Sq8lOwgpDfUZXukb+Tnq6ZaPwS9rIVrsk9+VhhRNAWi4vrvJz3YETsct3YnE7jBpD3p48gwwofoLe+uoOgLhmJ44fVG1hP+PF84peaWKPCohW7ckZ95fRC0MkyHmLPnt4ASvrv6LtbJKOSncv8yLAOhHeGd5CM8XT2PftIfXQt0gCIYcEbyWApGxHliMEMwC8/F2cICZh0VQG0/4/e8I8lgD4PYwzvxdTSMKtbev4lKqYKXX375SICIk5bo3e4UCTCO1PcsAI7dA3muuI7IrvIwwSrjxvsL18ff+Tt/R37/pV/6pf8/e38CZFl6Voeia589nXnKsaqyqrqququn6kHdLbXUkhBgZizwA9vY5ooHxpgAhzHGXN8HdhiHHQG+dnh+xvEIc8PXdmA/rg08rhEIhEBCSOpWq7vVc3fNY8555mFP57xY37//kyezcs6soavP6thdmSfP2cO/99n7+75/fWuBrzFw/lf/6l/Js4HSbz/90z8twepuQQY6u0t5v2IHyy/90i/JpAUl4Xkv+5Zv+ZbBeznByL99+ctfHpFVRhhhhBFuY2H3T8+v4AtCVKHCSiiKH3bfx41uAn9SyeOReojTyT6CqI9/+D/fxq+9eBWekBfiCI8dX0lTCiUkL/z6yzfQPw58YxRt6tE8jOmsC8dKoBP0kHZMlFM2FlurBJaaF8IP+/izD03I37bqPhzGQ2Np/M2nZ/BHVyqiXlLoA0+WbXz/06dwveWj2g0VgcNXxdZTOQcZ1xJCyqU61eMMPDKWxuGMypNEISShVFV0fM7XiraJ2ZYvJJJSisp0zJOAFr3Max7KroUfODWO37y0IuvWOQWJKg5tMntKqcMyDfyD5x4QK6RhJIxFvDDfFIIGiynLXVr0KHsdWvCwE47qJ62AGaaFclLFsYtdHpOLFS8UMlHJtRB2VKGcMciqELf6v6iSMF1g1568wgIxYxUlf03VmWYQ4Q+v1/B/XyGhfzXee73Sxrv1NqZSpnSFHUk7OJZNirrJqXwKh9OruSaLdMxpeL6ouLFRIwrjBnYacXkiDHF2fh6/NUcrRRM2OwtpNWSa0qTBcagHPRxKOnjo+BR+46qPdxsN1cnKRgKTBTx1ToYtf0jIyTjM+yIcz6TxqZMzyNo2LrRp84o17xeVT+aQLObZpkgFs5ttttMVUg7XFfVVjsjYLu/a0lEoiietJppLSxgvj6HrOtIVOFwonOt2MdfpYNyh2mZiQOaY97pCOrkvk8HXWNj02MUXiToJi7N5dkLxPHueFJpPZDJStHyzVhUiDYky3A4LxheaTfE/P53PY77bwdcr6hiLtiP7zHW/tLKMj09OyoSEItAsCVGF6yZRhtktFVgmU2npsH2tVpUu0fW2Q5q4weIWY0AWpPleXneaDMPiM1/LWTbK8Wsk+nxpmfLUXfle8T5EssyD+QIeL5SkSYOkhPlWE79x9RK6YQjLU7ldYNt4MwyQojy7jF1Hugfp504CjEipS+6rbGM1KYjXNbsyny5N3eQPr66TVdsoDU6WLPue7CfrLsUgwvI75yWfmZxU+dl7Bbsl43thgMDso2BS3XZ1XCiJT3WVZkiVmttX3B0GnzXf9m3fJgsnUajQw3PyK7/yK/hrf+2v4YknnpAi7z/4B/9g10XeUT4zwggjjLA1hpXH72RO04xVtxmzSF07jODRavJICWPupFSb2WAZRD7mghuI+v6gHTVuzxzU/KXRtRSht7hzy1bXcNFBS8ZClKqp0i6WOyrqppI3a6llZ20dVdf7OUm83qKInz2ROYaMlcaStyJNmv1KhAfHTqGYLqAeNGOiBpUWfNiwkE2kERlUgqtJjTfFRkynJAQRGXODqpOh5G4anLynWhyJDRbbSuW96ryyhp+0DBxLjgm55HxrCW02MsegKjpzC5JpuCdTqSK+8dDja46xFUzhs4tvSP7AbbE2Wo0tNBmnJU3Wmql+4iHqe8iaqimUTcE8J2ygvt6pxjMtKjeR8RHqgWqqjXtr4bCZlcQZIdFwHkMRm3ldkNTAOJex9KdnL2ChSwJNfxDjPb8yi5cry7ClGdrE/Zm8xMtUq7gvkxuQ2RkjkVzEuJdEBipZrwf3n+oZXGj98Wy7jc9dvY6X2myS7aPPnMYkcd4cNGvUwxDffmgCxzIp/J8XrkjOoWxsV/OS9VCq9qw3G3h2rIxvmJrAgteV39d/L/krj5+HzHNGwhCVXpY99V1gLqE+o+LlrEWyR4B2EOBGvY6g28XkoUPgmaMl0DCoqMK8Y1h5hgRy2pZy7KjS+Ha9JoQh5gK0/qFKZcmxJKa+1mkpRSCTdXJPcqSMaaPgqmZmfv712rLE7CRXvF1fETIL84ks1f6Y87Q4Z5LAIwU158J84JXqItphIKQVkkdIdppKkkilrDrfbSTwZGmt1YkmbpA4oOfgOE96rVNHzmL+Q6IYlSzbSDSW8IHi9CA2vtSu47Va7FhhJDDfbeFap4kPlqfWzNl9Zf4KLjWXkPAjgCQay0TVCfGl+csIJnqY7bbR8H1RRu0hxKSpLKiYDzL/Zc2Bx8Drhjnkg7kSzhTGN8ytN7o7k7S05HXwwsosZtsNhFdnYXiB1P73Q4h4L5DxG2LXTALUKpHLiMleVFcRdaNbbHG0EQzuQzaLn//5n5flF3/xF/G5z31OyCSf+tSnRPGG8yg/9mM/JnnNbnG35jQjssoBBULXal1cXOmg0mbw0ZdCo0zoJhJo1Hz8gz88J3LWMwUXf3K5Ouguk24rkT4z0PV6cFLqockvzly3j4t1Hw/sYPv8/Mem87jWWsJyN0TWTogn9rIXyGRzxu7jeDaLbz6kPL+36z4cBpmrjxenZGFXypfPzSIXM/MOp5SViGas6X3JGJQDvplA4SZslO085r1l6cbSliKdyEM3siVYopWIBh+mvB3MddtIGBM4nDyCjEnpr7bIUoufnpAplJWNEAWSNwcFVLDImXkhLMj7Y/lfhie24chnuV0SXmj7wkUFN33ZHskqJIxQ9UMXqYxNilZUQKFailJM0X/VIa+irbTQHBBVtPKIth4KEcEVhZEQvX4LKWtCtq/B7kKeM7IaGQRtJlm4/voo5Aswoj48tEUphUQqke8NAySki9RCy2vDySSV77qO7mJrI1NUU4a2xS7EXjSQLKSlUKNfg829N0jgUMG4HLGo8ihiCtVmGN76tPtRZ0ORIES+jixdc7DPXBd9MlthC1YhgVQyhcDwkEcxljxUINmE/w0TWAjuL9nsTFIaUU3OIQNnkRgU26LYYxwkiQVK0YUs6wSvJWfNvjhwRTqSSipyHnpkcLsD0hWPudfzhKBC6yFRbwlU8VePG4k03FcSV3JmThKjRtREqV8aBBA8vySP8YF05swZ+U52IvpXtuHGRBVZJ70xRfGnifFeWX5nN28jJBNZqRzJddXvoxt1UA/rGIuToG7koZPoiv2Rm3SEvORTKi/whKT09uI7QopJuylRROn0PPg9Mo5NRIbqPEwnqK6UAtOPSWcMk8mNpZ5pVcR10b4oE+/7fLeCZo/qPezOreOqt4z0lIUPHNvYJu1eKvQyuDV4rYtko0q09LlnUKmSwLsD3N+PfvSj+Lt/9+9Kwsyg5Hd/93d3JX2q8eyzz+I//sf/KBOI7ISlNyJZwJQUpFw3g9/1Xp/sPuDfRhhhhBHeD9ivDdBBSWZ/7XIVC00PAdVReoy1VaxLgvJ/ffEG/vRCFSfG0lhue/j6dWX5qB0kGRL1esqqhhaeJJs0vRB/umDsON96eCqLM1M5fO1aDYVeD8WUhVYQoeGFKKRs5BwL3/RQGd/3yNS23YfrcaqUkoVgZxRVNEheOJ5P4nherUc/s3Xx4uFyWpb1eKScwu9eTqDiRSi5ylrIj3podEOh0ZeSlpA7BFSfcEwsd0JcqHTw7EwBP/HwNH7t3SV8vqvI1pRh9lh8kgKTgWKSx3pzTPAtR/K4UPfQ8GkJ2ZN/mVZmLFPyPxZe+Tnu10o3hG3SEpbWOAmx5qGcNNdPgsvqFafzGSXHzV/TZgKFlIUrvBZiqx3RWKSsLgnvYpMD/P71KgJa/CRUl6Ko3/RZ9FWFVL7vUrMr1rQ//MBq9yHBeIDngTnoegXSra714+xQ7PhYrgRK8YWyx0Eo12oYN0X0fA89RzU/SCEvVJlZyqaSjaVsgAbNB+p121THzy7Nt+t1PF4q4Wgqg2uttqiOsMuO72VhUzdevFNvynZZ5OY45CxzUAAco31nFInfPcf9arMpRedsPg8anY7DwP3rpHxJ0mAWNiyPLbLoCROL3S4qvicEE5I6aDWl0en1hNTS7/VQ8TxkTEXw4D5Np9jFqsadRXUul1tNsRa62mI3YCRqIhokkXBbs+0OjmYyuNFp40a7g5LjiqoK94XrIElFKYo4UgRf6HbWkFUogU7y2DBxY7arpNWp/qJB0st8tyvb0WSVc826WBlNuKty2mxgoVLM0XRGrIOIi+yeTBiYzFKx00AYhJLTVIMAz89dR54qPW4SOSrNwBA7pKJly/ekFSniyrir7GAnkxaeHZve1Cee3ZIs4rPQToltFtcvNGoi3c4axuvVRfSCAE+cPvGeI6rshYzvdz0YNiejaHGwWgfSrVJbyajfTjC3Jn7hF35hYJn8mc98Bi+88MKOCJTDGOUzI4wwwgi3Fgelfi910F4nrrTHk5NUD0mp+n8lWoLZY3XaFlVzkkgUVunbjKr1K1KtT/Rh5XeerxXskjQosibNLTmGDUUBIFmck/9pTLlTSJnpm6xMOXnICcGNnlOMP9mwqJsWP/PCZ5B6QNWKS46ao9HPbNl/ISFYOGRObLifU24ZF9rXZZ5k0Kwp9n6snptwY+vDeGWS67Epkut9KD+N45ky/njxVVF0CeM6ZxBvm/HsdPZmS/eMncTJzCTOtxbiRtZI4mmJyU1H4rS0SbsbkvJ7aEdUKVeWQpNuBjOpHFa85kChZivQzofEEzYGKoI+VfRj+xyDKvcGFrotIRrw3OuaLD/DNVORJmu4Er9ebDXwiYlDeDC/WrvkONOpgI3gH/rQh9YokG4F2n7cPz2Nt65fF+Ub6tJzXZ7nIWRzI5UxOx15rROy8dVAYDBX4KyRXI4DBc/VTE6rRSq1zjdqDTxWYv7Ha8PBPC1Kez0h02tFQeYo9SASohPzQyp5siGDuSDJPGzmSBmWjNfxdBpRq4kb7RbsXh+ZfA6e7+HBXH5NbE9iBon6JLgMg/FzPQxwrd0SZUeG+EXLEetUXiu0wVVWrqbkXpwLnHKT8Hp9ya+pBqKvaeYfi77KP5AE5ryOkDVItJfxZV6EviiaUL2RpCXa31DNheSWakCbV0c1E/hd+SwJWrQFIplFq6tw/HWzuCiqUO2lR8XOplyrnDMlOJdL21gqMdZDDwU7KTnDO/WK3EmYbxDaaoqvf3hMkVq43AjbcG0b+bQrxCU/COAFnlhe/eGls8iaDvIp2vOofZzvtGV+lyr6rCNQzWXMSYr6zdFUFh8oTW5IsOA4T7lpXGjVFGHfMDDXaeFGpyn3Od4L5xp1uHYP3336kfccUWW3czQ8rz0qFcl1y3vgaiMS6xqssdx+msrG4P5yTuU//If/ID/zvvPpT39aSCu7xd2c07znySp3kx9itRNIUYh6EJSYpemMBDR9eqEnsNT28faSYory70oWOP6wqIgoj3CHE+UJgGS6BWov7xBPjWeEZfm5GzXU2WGWMPCRqTy++UhBVFd4ExseLxZ0WSDcqPtwqy+5ZqDJoW1Q1N0OpzIzYmVCVYVhEsuEk8XVtiomDEMxKVcv1YyVgZ2gj30Ei0zbTgumZcJ1lb9g0ry5wMT9OpI8ikV/AfWwJqxoBiT0jtST/1QzUaQCxZ4msSFr5pCLGbxZMw+Paixy0tba/wy2MzDYUT8xsFszfsrURoJV9S5VUB1emwjT8ebYZ29fKGQNx4q7zBoNIaqwCK9lsneDVCINP+qqIJsMaXpGxtZEoRfh3VffQuCHmD45ifS4i4TFa7gnx+9FXUQke8QkCE3sWd3vPrr9NpajOSGnJBjY9sj3DOXi5hHSzoeWLzx+Y51t0ioJSF9DfGj4QqCxHQtuHPhI4H2TJ6MaSe6rTigIKZaxqChJCgN0Jgf0qiepiIxTFpa7A8WcqN+GbaTkfcPKP+r6SIgvp6Q68T6sfw9RDxtoBZR+59nzkTWzsRaJOjZFjIkG+yo2Q/E112w18cprr6A0UcTpU6dXZZb5fnbN4uZ9osIK12bFBBqx2iIBa2hseI1TLWYMavImECWZvviHynooeW4m4Tg2AnhI9R0kOgYqyxVhwycKNsgDYgBNUhfZzJRx5Lks2UVZNoP4RyYncLl9Q2yFaB3UjFSSYBtJNBuUljQRpRK40l7EQ/mjuJcwXOhl4smi/dFSGZWEhWbgIx1/nzwhrgCTzs0TYncK3F/dxcGiAQMXLnvBd37ndw5+piQmA6Pjx4/j13/913eczI0wwggjjLA1+V77fe8H1ysdsTghT8JIKAlpL1q1E806Jr50fhntQHWoUTlDvNcpvUxViQTg+T2k43Cc8VndV4WBnYDxwc98wwn86gtX8dVrVTS8CDP5JL7tgXF84tQYxtI2UmRg7KD7cDc5zXCnzU5ymqm0je++r4T/ebGCOfruxNYyD5SSaFQ7Sglm6P38XXyjYwIKCSOni0l8Za6JMddEvdNFywuQTiXh9w3cl1ee8utxX87FX31wHL9/rYbLTV/yPZZQDmcYu6r3j7sWuqEqrnD8T+dT+OhUHg8UUnIeZzIOzjc8VeCMLXAGsXXcWcfuSjv+NyGxJYkPGOw7u7fGkjZeXaFXtvqMFHnEV11lU1RfmUgpWe/LTU9IKydzqYFMNpcnn3xyU3LRZmDx8bFSHufryyBfg78bJnPSPhI94FDUxUvPfwV2Oo1qIS9FOTk+sVrqI+cG8MKE2AjxL47VE6KKRrMX4Q/nZnGu2RSCBJtMSMxgJ6GyrzRwJJXGXNcThUE2iEjnYa8n72NnYV/n+z3KykfotlvosfPNtmFzf0Xy++ZsUpNU1n+X2ZjB2H3J81FyXSmIspOOxVwSUZpBgNl4Up6WQ0GzhZPZrHTXDiu36POnfO77Iu2tJMdXwXNJGelXqis426yj4tFatSdWwtwPUTaV3EsRSEhiIUiM0bh4+TLeuHQJD505g3Isg06Q1KM5XMPgPnIb+thJXCHBarjImjZNLIbs9vQGZBUSxNQ+q3GzbFuWbuw/P2E68Ltd1Ks1IRLVU44UoKm4QllsFqZZ3CUR5VS2MDiWjUBp8GOZPC63aiKtveC1hajCyRQ76qPb9ZFIp3Ax7OAxvyvrvFewvtBLFavF+QUcfugYVnpdWGKlrL5nzchD1nJRsO+O+J6NAtx/rURLWe0f/MEflGW3GOUzI4wwwgi3FgeprCJ15gFpw4BBlnUMrRCvlE9W67Vad209BoQAe+d5VtJMY9qdwbI/L42PDP5yZgElaxyuqZo8h2M9qg2y3s9Od87T7LTeP5zTbNRMvF1OM5OaRjVooBKwuVfNVbC5uGQX4PXbN8WkWqFegxP2RTuDatBEJuGi1m4o2/tkSnTUsxs0MhOP5o/IXNCl9hLaIfMS2hnZSMeqbIwrSB7ghL/B5lnTxAOpMh4p0H7exLFMERdaVJdRljn9dfmMsiNSZ5VxplIOMYV0z/1SKvq03qEinFJP0DGxqvmvHi9j15xti13QG/UVnM4V1DyJ54nVJa9bKm7slgR7NJPCdDIltpch82oSLBjb93tIcQfm5vDHFy/CK4+hZ/J6SQhRRanJqGPW+YQiGmhDV/X7tXYH/+3SNWRtCxU/lLlCqpRaCYj1bc6ypL5/vd2RfIoEFcb2JLrQi4BEeI4dcwcqf1LJsNthM3lCGqg5sS8GV+suMan3x7nKMDQhiUQW5k4TSTa2KvINyf1LVI30PHVN81qOr70x++a8eEAokCYJNlJHyKyzvOH+MV7/yvINOd+04ynZSbFQkjkdURGiun6Ebi9SNktx4wVBIsPzr7yM0Ezg8ccfG5xf7jv3bY2lUqyo2WAeFn8f2WTAJofhnEAa/C1HSCjcplaxpEqnpkUYZkLuEY7roNFuw7Et5CMD7WodYRggk06iYxnwDX6/mGtT3SUJx7Qk/zuZLWypBMKcpxJ0RS2T98kbsYpNyXKEIMVvRy/l4LXGCqYzNwsC3CtzNDy/VMw5nHIRJR1RrKWNMceO1wEJamcKq1and9McjWEYohTJZS+4m3Oa9zxZ5W5h7bITjk8JBgiOzURdyTgTIjtmmtLVph946mbOQiiLT0qJxTAN+ZkII9WJdji5c4k5Xqgfnc7jgxNZLHRYhElgPLmxz9q7774rRYatug83grax4HFye7slqhBUXHm6+DAWvBW0I3ruWZhwypjr+rjRuSIsR8qrESyUsWjHQECDwQWVHC63riPoeHCdJByXBAgWB/PImRsXqcUuxT2ESWcKft/H5c5FZQUTB3GaUDDhTGPCJuN4bVCXTeThmx4aUVUCH3WqGLSo8EerrGhfS9dQtj3xo3tgApRMpETFIz4bG3vl6KCybyCIg8Xl5WVhzfHmceLEiT3dLBkMZxMFtPp19Fk9jdniJKAU03lMPzcjUrlL7QUZm6gdwUk5inpDCWZK5AmjeWPmMl+llKGolxh9mPQClzKwUpzJJ4po9uvklAuVQ8YsHgIGO4rFLfxmubZq9SrcjAvXSgrRhkQPkkA6/TYyvZyQltQ1wY7FNFpRQ7bHdZGdTSWcZCITe4VqVnz88BffUHYKq11QASgDVfU+Hv9wAC7qMtxHsJOuiW7PEz9QCSAMFqVZyG7KdzxlUEabDzdeXy3xA1VyhHGSFK+TyjM5Myv7W2tU8da1N1E6lUc2m8K8PyuKQAWrJFZD7Njj+0mw0pDtJ2xRsVHHps/Czedl+HpJk5hiWCILqRVY1P6Eck/KJXNIZlyM9cekO7HVbqHd7cCfbYsdVblcRHmsjGKhtEYqcjPkrIz4oVb9Oi625yTw4Xoa9aawNdPpjBDY5r0qHsK9RVbR0Io55XJZOogvtaq40KqgSmUidlEbCcy4WRQMWwImfU+9k0ozLO5S4edWgAxd+i+eO3cO3/qt3ypqLfRvHWbuzs/Pb+ifOMIII4wwwloMd4ron/cKkpElYu0bcC1L8hc9B81iFS16GOswDmZhkMHHqgO7gn6/KE1S2SGt4rqdgvY5P/uJk1hs+qh1AxzKu8hQJWMddPchi2WbdR9uBj5f+exZ3324m5zmE0fyOJF38dpyWwg9R7MOHh9P4591Qjx/rQbbpLUPbWf6YjN0fzmNB8dX85THxtLSUHCt1kKyH2Iil0GnZ8Du9/GxQ5sXhu4vJHEqT/XBHr4818RvXaqIXDLjVA591e9hLGnhp89MYyJF5crV42Hx5QdOjuE/n13CuQaLeyQfqNyUuScLuNJB2utjoRsKkYakC8oyD2Jk6U418Hgpjc/PsgsvXnmc52oBdR3BsCOPHXsVL0Qv08Pbb78t6gbsTsut8zffKZ4sldD0I/zRXE3kkBnQJy0Tj45l8X3HJ2H1e1hcWsLriwuiVkJ7z75BwriyAHItyrBHg2I2MXzem1EP852OFBtJopA8RUg6CTxWLMpY8z0ci87gO8NjJrk9IUonFunk7FpsNoVMkkslMZ5M4XAqLeeBCikXmg0p1GpMJ5PImCwo+6I4wj2iAgh/oGXQiu8LiYjgvnSDQFkzxXkAx5zfFJIxuN/cL+bWw40ftMKZSWekgMyfZzskk/eksYXvY2GVBBUWTEnm4CRAJfCR8yzxum922byhrjWOmfJpNxRJp9/HV8+dxauVClIzh/GS18G5uVk8VizhSDqNgu2A/JJhOWVdjB6WDxfy04bpJicbVn8bcx35nfuvr0/mgCSxsIBcKhSAAruMe+h0unA6LfjtDqaaXRzO5zE2lkOpMIZcSqmrbAX+/dH8uJBWZjsNKeymYqKK1+mI5Dtz30ro4Uq7cU+RVYbBGhJrSbSqzRRyeKt+AxWvhXYsV5RKODjulhEFIfob+MLfiXyGhd1bsQ+jfGaEEUYY4eBtgEgA2C+kvVDyEDV3wQY9VWnW+5jQheB1+xsrDQ4prOj1EX5ztWFzJ8haOanrCllFLGk2JqNfvXpV4mPWCml7uRtosoqeq9ntHA0tih4vnMaSVxXlbtbFxx2qmZs42zkrtXAqwwzPm5TstWopx9ITqFQaqHbrcBMWkum0WA5lzCSm3NLG+21wrmca92cn4UUhvrxyDtWgLeeMf+P8A5f7MmN4pnRCNX8OHdOEm8UTxUP4enUWichAj3MQEgcmZD6CeyoWmGzw7PdQstOoBT3khmrgJMKMuckBWVkTcza7ehlr0rKG5Hw/zkMZCzz66KN7ijNIBvmOQ1P49Gxf1EaYP3CfqYLyTdPTeCSfl3z3lRuzqDXa6JP0nTARxcGwUlLZ/Dwzu73R6aIU2UKaYKjGOTbuac508PGJcXy9UsN4Mil/V+SSWEuor5qomedw6tro93F9eYnMcJSTDo5lspIncCxIeqDKInMcdW4NUUJ8rVYZKBIy1qfqCHMB5sc6nldEIkVk4c9s2mDeZsTkD+4DGwc4n8IGAX1d6/yDKimtkPY4gTSEUiGR6iN822y3hW4UYCLpiBKNKPX0ejiUykoNnvkD8ylN8eEYkITOpdXt4DNvvIpmyka6kMcXV+YxlUzjieJYrFSpVBaHSf/Muahiw88T3Ie1dxIFpfav29fVOSnaVLBsYnhGkw0PvI7zbhLlZEbmE+iO0Gl3xE4ou1LDeD+BQ+UxlDI5jJVKsNep2WwE2lg9W57G9U4Lb9aXhfBUtFx47ZZ89wq5nJD7uQ1+N7V6zL0ENjyRaMbr6SNPPYVjHR9fWaxgiUorMkdj4L60i1Np966Zo2k2m7tu8nkv5jT3xNV2p/0QpTvs8iUkjQiGTZam8pbTpBQWthQpRRV14wagjWH00Q1U59SZgomyvfvj4k1/JrtxV9Beuw819JeS69EB0W6CoME+JizMpNbK457MuHiqNI6vV5elW0m6NQ0Tz5QnMJNa3U8JwBYDBI0OklNpYRxyvMj6PZk5vu2+8MabNJI47B7BDe/6GpWTnFXAuE1Pt5tvPorNOYm0kcU1/xL8HgWc+YChhLApljCc+CdxgutJGilUo+V4/eo8OkYKBbOEbq+NdqR8CeWYhh5dw2oswliGNZBR1n7f+wHJMm4/CQ9kDoeya1Tu6KIDywiRy+eQyADV3hIMh7ZMlDYfkqIemo5g4Y8dhbS2GdZJ4e9i7RO/j8fE00IBbr5G0owUcxl8GiQkmbAS9mDdnCipVepIZpKwbEssf6h0I+evz++Ysv0hAUajYBVFrkyp36iAwE2kULRLoqZDCyhLHjhkBtNPUO0LZR8Va7eHtJmRfeB4cNepyEJyishG9nti3bMSVFEL6hLs+tRp6ZFw5caf6yGbyMnvMvERWwsFPUeuj05EhiqP3xbLHl4vBauASrWCt2ffRGEqj0I6j4TB8naIWqQ8OIt2GUWrgKVgWSx7mDyQWEKUnOKgmzBpUhVG2S9ROUakmGMZxgxPagxu91BqEpda19AOOzL+3Hd1jIodHZ9sIZMkrATS/TQemziDZqUhEwyvvvKqrJ/dafRYZNC01SRRykwilUpi0W9jyWuh0WoI0SyVTscsm80Tgvc6KAdJzz8GFUw+OW4nc2VMprJY8dmpAOQtB5n4GteydBq6yHu7g6JbSVZhkHX+/HnxWaQHJq+dP/zDP8T3f//3y99p53DlyhXxTRxhhBFGeD9gPx0bmqDCZ8d+yCrMD/zaolj4UIOQio3CA4iLTq6trEUGvYeamRArdAynY37Yk4Xklu++L7GnfGsi68iyEfbafajBcdLP2910H67HsZwryzB+/JkjWOkEuLDCnjR13DN5Fz/14aOSF2rY/Qgf7i/g86aLlp1BI4JY+fyZmTw+NLV1jsb9pK/yJw7nMdsO8NJSC4sdFRtmbRPfd7KEQ5mNx24yZeOnzkzj01cr+O1LVVEnkbJkgsQSSnMnZLk/n8Q3HcrjetvD52araLGbIvYO/4bpAh4tZXEiW8M79e6gYKh56Py57GoZbUWIySQgeSgJvJTJ1koHewELi990aBJPj5Xwbr0t5ATymVyzj0utOqaSKYxPTKDQaaPV6aLW7aNJ7eyNxlJiY36+J+qmGlRJYRMu/86OPRa/qe6x4vmqSMnYzLSkI5CdmVEvwEoXqHTUdAjp2RkzwmTfQyKTRsq2URZyhdoPSi9TJUQXZwl2bT5RKuHVakUKvwRJF5TXPpbJ4Gq7JdZC9NAuOI4oo9BaiJ8u2w66lM5OmDiRzci6+TOL6vwuk9TCIiyLq2OOi68sLUqHKLsnr7VoPWtizHUx3/GQNBM4mk4rqehkSsaC1kDch5RpioS3nuShj/xMOo1Jx8VLb7+Nl1sN5MbLKCdJ1odY8nx1ZQlpawqHUylcbjlY6HrS5cm/c93cd6rV6Gub9kuv1laQIeknbpbhNrltWgNpPJDL441aVeyFeE54+tgFx6KqWDLFkw7MZSm33jYN3D8xhTOusoOZn53F2XfekXhX5zQknWx2H+C5O5zKomwn8VptBZ7vw+v6yOXz0gSlm5XuVQwTVUolNfn0WGEGFb+NTkSCE4vtKVhYnTjTKsa6wHu7C73MOUb5zAgjjDDC+0tZ5dq1q/AzXbhJFxSUvkmdO1bi3gqrmt6xLVDPRJuB3i4hdo7GxjEvn5WsfbHmz7oY66q7BZ+pHLO9NBNrsMY8lRzDVKzGrTHjzuC6zJsokg4zwLJdxpi99n12owfMtpCcTMOwaQcUoWhn8Wj+uJBhttx/I4GU5eCp0n346soFUWhjUsljKDsZPJaf2dRa8HRuAoeTefzR4lks+1SGUZVlNl30+zZSsXLIyWwZJ9IlfHFpVsjGSrGDpOcUPjFxRM70KxU27SrCy3BSy3kpXXNnvkNiS6NalWbimZkZnDp1al95/EQqiU+dOI7r7baoJHKSnCQGxucXmi0cSacwNT2NlH9dbHKoIELixfbX7ardPGNtEj/8fgg/JEHckmaDxa4vx1y0lUIn8ymOdc3z0aYyJMlP/T5qCJGhMqFjw3Rs5B0HWVvN4Qhpvq+sTIXVEuNEJidze9c7bYnh+V4SVZ4oloWUz5yG62b8znNU9buiOM5YnzkSiRoTTlLynZrvS1MCbX/4N36OJJrDLglIXVxtN2R+qRaEsk3uG0lTzdDHkWQaRVt9/8bClFgLkdRCeyjaP3UCbe9JJfmEqJIEnofff+0VVLNJTBWLSImKZoTL7YZs+8NjUzieKeCN2pLsNz9Pcj/fczJbGlgIkbjOfakFnig6qjmavhBrjmfya5RZHs6Pi9pKhetLkNzDppJQFCCZzw2uRxJ2cibKSRsfvO80nLaHxcVFvPvmWxJzc96BOQ0XNvRsBu7jA7miEHgWug10Wy2ZG8rmsnEjkpqj2eN0+10NjhPrSLxXUuWVz51j2ZSoxrLuwe95waZQgj0Qprhb5miOHz9+z8/R3BNklTsZCJFdxaJbstPB/RMFXGsE4k9O//C6rwpHVDhJ2ybadoR+h/JZKtQROW3tlS2+eYrdy+63Dx7O4385aqJRWT6wY91P9+FNMlt80PFhtocgaKt1f2R8GqdzRVzrtGQ8jqWza3yjdSC3sLCAp598Esks/dg8maBPm9t3RA0jZ+VxykyjEdaF5MCJ/nQis+06KtGKEAWEPBHbwfAh4hhJHHGOrfn8uDENr99RlkUGPSqV2ko6kUOq10CnzyL22js/yRNCyJFpggQqc3VcOnt5TzLZm0FZ//DB5wlxhrZI0gFpmEKyoVIHCRW08tEYZpYPtEEMSoQnROKawaiGOqYhaXXpLIyE+MGivS+u8YrExXGhtYzSnVGfIVN4vDSGTq8tRBcnsRrYC0EolvMbBs8HyUQkh2ivTa1ukzFzQjzh3zi+PDatWKPGgiQW+pcr1i5fK1oldPtdISXx/RmLUtoGFsN5IV4YSAlRJeh7Qjzh9qkYoy14uF16jwahj27fQ8pwRSGF63YT7JrMoGDl0aq08Prbr+PQIxPIZnIDUo6+Dlq9JnL9AibcsgQO1aAmY50yXbHfKVirHalUXSE5pxJU0O135BTwXNE6K2+vqhMR96WPSBB6o7sAn2xgw8ZkckwkHKuhIslwDMnj5fEV7AIyThrhWIR0voip4ykYlPWvBfJAo3QaGZe60MuC8PrvUjNso+8H8D0frusgxaI0LdAkAO5hwj04eTkGiSt+S6yLkibtilhw31+3+UERVTTI9uayHsO+8MPdEbez0CvXXqu1547n9fjZn/1ZfPKTn5TAiok4feP5/P3Lf/kvo1Ao4Ed/9EfxMz/zM5Kcc5Lgb/7NvylBEJ9VI4wwwggjbA39XGB8vldfYU7cMqf58MkyvrJQFVUQOv3MN7y4cGWgnHaEfGKZBoxwtQtqfUxmWyS1AJM5Fz/zzadwtHNpxzZAO8F+ug81hhUiD/qZOpFx8L9/6/14abaB2YYv1kUfPJKTIpsGn7EskhzJ5/GPP/gQrrUjUTmZybL4t/N4hXnjDz4who8dyuFi3RN7njPlFIru1mk+c9UXFjqi/pmyFKGEXBTHSODHH5zAg8XVvOpo1sXDxTTONxQh/EQuibKr8kiqtPy/35xD1VcqIgQ/lbfZQGEISYI58ZGUjZV33oDr2KKospc8dD1kIhxUkTFwrtnClaYnVjRGTPp4MFdAinLOISWtVzVfblqPxI0J9AIDKTsSKyuCyiTDvb20wFnyPPFyf7CQx/XO6oQF84flDm1TWXSPpdgZ+wYJjOWKSJkRDiVTg047ghLT7Ehcf+WR+EHSCMkqLP6yuzIfj9fxTAZv1+pSRHPZgJFQctNEMwqV7LqQNBShhwV1FrkvN1vw+z1RVDmZyeJ8qylEF3Y98j0L3a4QV/gvi8ZHUqmBJRGJMVR8ud7pCAGGBVm9/nHXkXXcx/166y1cbDWRnhjHZGo1DxhzHOm2ZMfoY8UyPjg2jrONurzGPef+3J/Ly4SCBn/n8c9RxSUeTRZ0Hy2UxF9+uAHmO6Zn8PzyAq7Ekw/s6nwkX8SldkOINEqhxpDiNScbjmVysBwX3lgRrYwDIzoEIwhRr9Zx9aWrci/QRV7G7yShDEN72xueL6o3U7ns4D2tKJCC8pHkwZG9WeBmJyoHnYX1wgZS6HeKqEJwTMfcjY932F7tThV6tbLKQWCUz4wwwggj3N3q93zWsNGTHeAPf+g0+mY0aIpUKuhaEZLKDopSzhiOWF+b15QWsYuBi6SfQRTdwEFBzyeRxM3aF2uoewGfo1zXXokqW6HslJG1sqiHdRkf1rFTidUcgbE4JzBZE3760UdRmiijHrAhMoGCtf38yjCKdhrfOPEw5r2aTKDTUnDSzW9KVNG40a1KzTptUb1Pzc+QzTHuuPjWyYclNtb78e3Tx4SsUA08IT0cocJGHIecKUzgtdqixJLDSEodH+iGbHgFDvcSoshAFQKSVQ4CYqMqSu4GztebaISsxCt1B8bg0+mU2L0skCy+DfSIa/V//p9qnGyd1aiS1BFFSCWa8h241l7NaUj68LQDwUAutQ/PslFMUvWdxG0q369eAwTzgmFwXJ8sjuF4JidEFv6dhHP+S8uhK+2mxPr8meooPCdi2yVkDtbxORdkypwTN3V/togOyfN+R/LVE5m85Eiv1pZEGfJEtoAlryMKkfWAqj6KhDMVk+GJyWRK8oGVwMOYkRSSlN2LZN5xwk3hWDqPTNjHV176KrqTBUzk8sjGeYcp6iLKSog50+EkSR3A1XZ90AxwKlvC0fTQHE3CFFXGr1cXseR3Bmen7CbxYG6t4tB9maKcMxJg6iHnoRI4kRtH2Unj7UZFCC68ZnmtcKxoiTqVyqJmWQjsHoyJLNJRD1HLx/Xr1+U+SLI252eY02xExm8EPowogt/1xdqZ7xdXgH5PFIk4HlTrPAgwf1r0OoNcadJN32SjdKeIKsNKR6fzNx+vrmPp2tGdIuO3h2yA7uWcZkRWMc3BBbYX1hHJH7xQPvbcR5Cda+FffPGSyFWzOKe8u/sop2z5UqqiDotglDPjg07xeFnofXQqg//1o/ehGfRwLO9iLO1IQaB6QF6N++0+JHRnEskuX/nKV+SGpxUV9is5PgxKsHFZD+0lRklAduNpDy3asOwVJEqU7J0zl4OeLyodYgZDUkF8n6eSSDNq3mTTwvFKGjcHnKJIYR1CM6oJGUHURuCgZ1BGujcgqlRnG5i7tLAvmez157DTa6ER1YVkQSlCbk2sc1gqpWKJESCdoDWNuU7UXfZ87XGItQ0nMPjApK3P5oEo10MlErVGJXkmKiMJM35Fkbck0ElAithuNCbWPnxQaosgKtVQuYTyiRuNK8k260FVkzF7QohJPGYSU8rmJGq9Zdl/YbfSXiii5BmDIQdpK4OcUVCykbEl1Fx3QdbHfSFIRqFKTStqw+pbCKmuNPTwFyKO4SJrZpCzM3LdxLQ0IbysLCzjjTfewOkzD6CXDuTvw+C+UP2GRB9aHo05JVEQ0uOxkWcjFWaontPuKfnEZMIVxRjNBB/G0dQhHHGn4COEwx44sXqK0Pd6aIYkeviyD3krh0lnEgv+iowBrwhuP7RC2BM2zhx7HHZoykQXGb1MVHif0EGRm0vhrdYlrHh1dLsdOI6FfqKHetiSDjw+9gt2GifSByMn1gi6eKc5h2bQHdgT0Df9wdy0kHFuJ1HlxRdflDFYT1TZjS/8cOf3cKFXd4DfqkLvQRZ3+Txj0EM7M14XH/vYxwbPEeJf/st/KcdA1i7v8d/+7d+OX/7lXz6QbY8wwggj3Ovgs2CvBHw+Wy5fvoyzZ8/ikUcewSemD+Hd1lv4ndfmpOCXcUz4nb4QUAopC92AMUkCrtVDLmmh3g0RxmoCKcfE3/rGE/iWR6YQRj18YKYg9/Yvf/nqgXRJDncf7tbKdP0xM04h+Z3P6snJSXke8Zl3UAVeFnyenVlLFNbQ1p4k2uhuvBMbFEZ2Cn7+vpwry07x4lILVS8UGyKt9MFxWeqG+PJCGw+V1uYvBcfCU2M35yIn8in89JnD+PxsDWfrHSFK5JwElj1fCCwsaB5L2Ti+cgX5UkGusYOIWah08nJ1CbNCoOiiGvhCqGLxi2unvU3A2AkWGv4qiWar5jBexn5kILlJu6JE8H2IwsxsWymiSGOKaaLiRfB7zP/7cszK1pRZDwk7CSH/UBElE6uocP9IEDq+yTXHrkKSQNbj0QKJLxYuNpvScXgimxO1kjdqtcGxkVBCIoqbSOBUNifqI/xXJI0TCSnSspBLAgy3TWIPi3P0oafdDyXOaf00OG7pbFUWp/dlM1JQTiVMsY3i+kqWjbdef0O+S9Mn7sN1r7vmmOT+RA/3QNVcuL2nymPSgUgMy2drcEw/OjEl3ZhVnySsBKaTadmP9WB357cemhGCOpWgWPQmyq6LV6srqPq+5Jws8D6UK4rv/Qsri1jodlSRtN9HJdHH4cNTeO6RR9GiJe7S0oCMT2KGJq9cCj28VFlAtdtBwBqSZaFC0j8zyh4tcBM4ky9hIrl/r29+H881aRtalU5aUbxMmDiezuPBXPm2ElZIEOQzgvfdYTno7TCco6wn49+uQi8Luxs1UewFo3xmhBFGGOHWq0XuNWegbQHnPfhs4aSa5dKabylWAl9VCVe179XJfNW4qVTcVK2a6uBshpySRknTsKXxsObXDox8z1ob55P4fOLk33pi7E6gn6WcGyHpRTcO8t+DIIVr8NjHnfGbXl/TTPz00zLBSYzHhPa9gPMDM6mdz9Gw5n2+taDi2aFaLwnhzaiLRb+B6eRqPsb3HUplZFmPj0/MiM0LbVFIlqEaRyNkbVypdTCunokMdM9fxOOPPTaoZe4XN9odfG2lghXPw3y3K0R/J8GchhakcfwcW15qIs16RdP1GCigKtHLDf/O/P1G10OOBLEe7V4ZrxtYCaOBUwQX5g99NnkYBmbSWSExMA8zTUWEITGcxHYqMd60HckhXFmGwVzmmfI4zsXkdc6VPlMcx5uNCip+IMfHZplrnJy3LORtC+NOEmO55CD/Yv56qVWTRlVa6BA8f2NOEpVA5SLU+x++GzGOpq0qiSBH0nn5VyyJQDshB712By++/DImZo6gnrJuIlPwnJDg0eU2RW0xh+lkVvaBOdFGxKrDKZU7zYmlTiTkl8PJzIZEjROZkiy04OH6uL88Xt51LrfrQpbncfMYHi9MYMlv4/XaomzfNk00OT+XtfDQoQfxpJWSfIYLCWXDZPxcqYAXqvO40qqJ3ZFhJRAkDCx327IeXgHczydLax0x9graI71cWcSSR4cJdU1SXf7J0sRttU3diqiyFXRuMpzT3Akyfut9Mkdjvd9tgBgQ7MUPkQ9jFhmPHTuGBx54QPbhmZkCfvHbT+Nz55dxvd4VNZWLlQ7mmp5IQedcC3/2oSNCUvnq9brceGcKSfzFR6fw9JHCpvLUB3EBklG3n+5DXVjg/jz33HOo1+syBuxqJImExWIdFO21o3MrsPjFGwrloj/4wQ/uKZA7CJCMwscEA9dhkGRAixshUgxZ02wFBsN5q4Q8SmvGmSSSMIrwzhvvoNvx9i2TvXb/fVSjFYS9QPZX7G5i+UPeRnlslIUz0ELSSq4hqmiCyXrEDi6x7U9vi/crQggZ6Rw9str1exRRhYE2xVpWWe3aTqfbb8s+M2Dha0WTBbrd3fipZkLbGR4zt0m7oIZfkfWLTRFtfBDJGGXNVYWTNSSPDXIu/l2spawkuhEDS0puq2uAHp1UjZlwx2U7894iOpQ0RB/ddhe1qxU89vhjKI0VMeffQNj3EdBHEj2xluJ6tW3R+u0xKKeVkX7PGsKOmRSCjv59K/Dhkxy6ZklCOewegmezOzWQdScTSVETWvRX5O/JAUHMRSNsYcFbxqnMMbm/cOG9ggQ5Eldee+N1NKZ76KcS6Ac9JB0XhqVsjMhQ576OOXkcT00Kq3m/YCDNZIVEFRJgGMiRWU956kutJTyc35+N1m6JKrwvkiC4n4R9s0LvcHCk3zdMYLmbbID+23/7b1v+nfe4f/fv/p0sI4wwwgjvR+x3Im0vxV0+P0iaZRGD8bWehPyHn3wYH7t/HF84uyjkFEZrr16ro9IOxMbmg/cV8c0PT+BL51dwcbklrz17ooz/7VvvRz7lbCpPfRDdh3y+7qf7UD9D+Xz++Mc/PiDaXrhwQQgsmrjCsbgVk8HMy1jYPQhrz/1guRsXIteRClgsnGtv37U3DCqv/C8PrC1mVf0Qix0fYbuF2bdfx7EhYs5B4I1aBW/V1aQBiRdUVOGxsNiYMU3xEL/WCTFu5wZFsZ1smVY/4vCuaws60YmhtCj7UrQ+lqZCZyhdfn7EPMZQNkJarccwZL9qfojHCtN4q1HDsu8pspSZEBIJySa7AYvID+RyOJnNSjMMOy4/v7Cg8gP0heTCXWcHYyQdo6pwLGMTj70mzg9XT/g3quwkexbGXXqmd6SAy0Iqt0MrnyPpNJ4slvFuo47Xa7SPisS/vrOygsNhiI898wzebTVxuaO7GlXuVrQdicUL6yZONElFxq/Xk2K07m4lSFC5L5NFPybtbHftUGXFGQp/WbD+psmkFHZZ6KWCDIvj55ssjHek0Kvtl3iMtBKa97s4Vi5LMw47Zkl00IXeF69cxLViBlECsMIe8tkMWkK4MVC0kkL+oXT46XWdknsF9/t8syLKkONJlXuxeH2hVROFlankwRQrd0JUoX/5bokqeyXjH3Sh9yBtgEb5zAgjjDDCrcVeySqcoyD5g88pEif0nAHVt9mwyUY8KqgErIMjkIZA1pRzRh7oG1Jz7hls5DSlHpyzNp6jOQjyPScHqcxx5MiRPdcKhxWYOenKZx3zmUuXLkluR6KtbjDWjb4Hic2aiW83SHwmecJaNz/A37ui0KEU1XcCxsIP5cdkGR5nxowkGVSuXEN1YQEfeOYZURo4CFBB5MtLy5jrqG1oYjdtjBiDK5XGAGfr9YEti9qxHaxcLqtVR4fhnEbnRlT1LNgGZjIpVKmCrhsjNeElVuvhexlLe1EfDxXyuNBsCsmEly5VImlhyjh+N6BS4lPlcVGLVGMR4J1mHaahCPckLgX9HpZ8TwjomvCiY/fVo1kLTfJgzM+5FaqQiCohc44eVSgh5zhvu3izviTqhZxH6PkB2rMLeObECcwcPYobC9dkn6ii4vVCWSeJ73rdGmKVHFsTkcjC3/m+4e81j5XjJPu8g++7thHSx/togQo1eVk/8yMSPESFZWVRiFlld/X7Vw88XGxVMT2WlVoDF94nqtXqgIx/1u2JumQitk41XVcIJamEhZKTEnush/JllJ2D+V6/W69gwWuLFRLPD8eKJKfXa0v46PjhbdWT7iRR5W4i47feJ3M09wRZZT/YbbDBi+7ixYvy5T5z5gwOHTq05u/3lVL4q8/MrHn/i9dr+NLlqnRrUZL54w+V8dc/qEgj7Lw6qH3baF9ZDKX80367D9d7H7KAw4WBFYMiElfI1HvzzTclONRB0V4LycPgDZWB3PT0tBSNbrcn2DCoyLFKyljdD5Iw+Lq2gNkrROHDA1595TVhQh80MacVsQtPybutssYViSSI5Q15bCRyOH1nRw/RYTrLzX+L1VKGggg+uK2EDatvw+/7awgrmqgS76Aw4IvWGIJ+TpRbWIilospGKiE7hVZF6fQ6YrVDljyJO6KgQuIH1pI/hkGrqWpQFxsekkkI7hf3moonoZXFkreCVq8tf6N90Lg7JhY7l7rX4Ee+KKrUqlXUGlWUT47DzSfj68pANagKcWgwVvSJtw+tOV6et2bUQD2qxtumrVRGFIJIagl67Iqsoh425AzkzBxKThFOYufsdk144X8anbAr5JisufY7TcJJO6IdUijHKWNMP/n4HlDsLOKVlXcRdHxJGPyOB9O30HeAhBXhw2MPHqgyUzPsohF2kbOSg6I8A5+M6aAStNGNArEFeq8QVXZa6NUB0kHZBWkboFvl8T7CCCOMMMLBYrd5AyWnmbATJH8ME6MtM4HvODMli0a17eM3X5nFm7MNlNM27iun8UPPHpUYjx1JWz3r9pvT6O5DFkL3amWqiwd6P/hsJDmFhWIufJ3FYxZ6SYohSMIneYU51H5jFW6bygTMy2ijsRdP+oNE2SVRe1U5U+8j/dEn6Qu0TxQdC92VJbzx5hsSCx2UTDbRjUK806hJAZEFPE2VF4J7FEo3GAuqJCDMxzH5RuLuN4Hke0qnyM+rIto6mZG/xNa9JISwi5AqIdxW3a+jJdaWQD/OZ0jk0MXdyVQSU+mUyF0rH2xH7Gn2Ch43r0kWsEkkmUmlUAsCsS7intIfncSVjb6WadMUa54bnY4Ug0UNViSlAyFcPFEswa4nhLDC1/h3SmOfKdCqt4236zVZd9mycH12Fh0zgWjmCHqJBI6k0vjjhXlUWpwcUGN5Ax2xNeLfhsGi6KuViqyTZBZ6sj+UL4gtEK/J+W4H5xsNUXvhPpO4cjxD9c+dx9UsiJK0Mgwq8VhidzqkhsmYGX0h2dCGeDBW6bQ0J3G5du08onoFrq+UNL1GC65tw7MSOOKm8NGpg7vGiYVuW10rQx2HLF53vEAKvreDrKKJKrxn7YeocifJ+KN8ZoQRRhjh3la/n5ubE+LEyZMnZRnOSVgjzZoFSqUMwJo4VbWlEdWwRDG7aKi4fKt8RpPvh2Pn3YLzJpq0vtfYePh5qdU1qWrC5f7775d6JOdouNC+T1uBMKcRm4991ifvlmZigsQBN2GJEspwVM24ksdJa6D9QFTxbRevvf2aEJgPmphztdXG5VZL1PlUBB+rngjxQalr0MZzxe+J6qBWidx5u750FsdQTcJEz+CMlprd4rwk7XSYl9R8H/VGIG8TL4h1cReJ6GeKJRzLZCVmZq19wnX3Zeei7YNIfuERTrtJ1MJAiEiM+UnyoHLmRtdt0WGjrilkbk3wYP7Hz57KFkXR5N3GCiqBsrJVCoUFTLhpvFydx6LXRsFOwm+3cW1xCemJEqJyXvaJai1v1tnszbkyNeZUunm8MIb8EJmEmO208FajIsQWjivtjs7wfbYjn7/SruNapyFx/biTwvFMQayHdgMeCxcNElfaoS/50zD4O22QGqGPsZhswnuXnseduO8Y3rn6NhJsTOgbiPwA9AK2bAs9K8InJmaQP0C1E5Kw5r22EHh0UwLPK5sZOF68jsaHyDa3AnymsJbEe9UTTzxxoHNQt5OM33qfzNGMyCq7KJ7yfQyASJ549tlnd8SkfH2+iX/zpctYjjvUeIP77bcX8L99w0k8PLn1BbafLsTh7kMWdfcqE7QRUWUYIrWWy8nCbjkWvlnkZVDEgiy3qyetN/JH20nQSQIMAy4Wie40KH+Xs/KohRV5UpF1TaIH/yuYJATsLxAi8YdBHx8gDF4Pmpjj9elS2IMNW3SsSdBQ0AKIxuBfP/LgWGSfDnfh3QxRJKF1zGbhEs95TxFjuvSSd0JYsETlhNdDEPpqO5RdjNchyiG9SJKIbKKgbH+wd7un9eBxk5ATwBtYOjFJoQoKrZ42A+18inL+a+Jhr6TxaDFTkL/xeEjm6ETdAZGDw1YL66K6kjHTWFleEda/TIxYLAw35PV6SME2JT+pAqG+SOg30MS4s9qtStuo5XBRZMi5zwxp61FNrsExawLXuzdQI1ElDkJbET0B2ziaOgI7sbNbvt8L0AibQsqhSkyOXqPxf+sVc9Q+q07WjbBYX0YQ+chmMnAdR4Jw3p+6gYdG0MQXvvRFTJY394XfLZiU8L61vpAtsp69aOiaf+8RVXZb6N1PUMTj4LreD4HQCCOMMML7zeOduQzjTT53H3300W0Tdj67f/mPL+J/vHwDHn02APx/X7yOb3xwHP/k//Hots+6/ahFHnT3IaEnPtfvI4u4XGTivlqVnIb5DPM/xub8m9gburuLSXleXn/9dTQaDSlyHpR8637w9EQGn59tiO1PwVEFwIbP7qoEnpva37Of48fOTjZ4sCDEMTtIkOTALjnGnix8UZ5be6pzesMQxRHaTPZA3k3C0IT8rcErwr7JAii+TqSoGytH9voISaQIAhRcB8V0GhkTqBiU504goQvB8QeTVg/vNpp4rFgQj/eDBJVaaGdDBRcqoeRsS4rNLNzS/obWwzcdp2HgwXxBxm3R4zgqC6SMbeKRQgEZ28bT5TFUfBZBQylAp6mK2OvhQqMhheQkDLHjcmwHR6YmseL7WPS6WOh25TNU6NH5AtfNbbEIXYy/Ozxfz1OWut0S+XGqopB489XlJSGR0IroK0uLqugbS/PPdbvSgcoi+U7Az3Cf2LlnxIVjFuOlo2+j90tjysb3F947Zms1ObeFYkHyVn6vmdOwUPzOlSuwLl0fSPCzNrLfHCCKrWrXg6+x8P1eJqrcTjL+QUpmjzDCCCOMsD328/zbTT4jdnnnzomdKeNNxunbgYrdtWBZVKT1lH/LqKNgjYl9+lbQz6i9kFX4HKMy/ezsrCi/7JW0vt0cDUEyxfHjx2VhnMJ8hgvHiYR/PUdD9ZXdzjkwP+Jc09TU1B1vJiYYI57KTODV2nVpTNS2Kd1egLKTwZS7OwXDzayleO5JzDlIeyWCtj9UNyk6tqgMGsGqbalP+84hO56IMdHQZ7eyN93U0DS+XLhejlMiDLHSiBB2uyikUnBZjx+yyBIOv96QAbRF/UWR27kcFJgXzHbaWPI8UXp0DBMF15YcoUMlx02+b1RMIfGDlpktTzUS838kdB9OZeV6oIJKNVZZJNmDMxrXOy0sex35fJcN+IuLmJmaQs91cKPbxLFUDpdbNfm+KTKNGgTu53y3teYeQBL8VysLojhJYg3P0pV2U3KWj40fwjuNZZxv1mSugv0My35HSDLPlA/tmLBC8s1CtyU5cNK0MOmmhSjEXFjnwMNjyfmQYVL+MOZqK+j4XWQcB5lURimBcI7G99Hxuvj8V5/HsWzxwNwzeNwce+Z2w5CGE2lS35tTyt1AVLmdZPx+vy+EuffDHM09QVbZrx/iTli7mjnK97P7cCdFyiDq4d8/f0Uksw/lqAahvohzDQ//nxeu4l9890NbdgbttbDLi/drX/vagXQf6i/SZkHQepBZq61AGBSxwEziCm8Mw2oLDMy2+jJqBRsWOh87QC/Ag8C0oyS7G2FdFDk4TU+iyrR7ZF/rpW0Kgz6ScsgGZ3Ag0oR8/BzQhLc8UOOfuV55bRDGxEQRoW+Y8PqeaF07piKsbGQDpPeRihtbbDX2PTeQSiURGSwdR2hFjcF1bvSU2orqaWMCQZ95eqYnEcA/UKKKTECEy/D63VjFpI+wT12ZCIleAn2DD9HkpoHwpDuOjLVKSKHaCskm+hyR8MKFKjZLISXZKBkXoG8EWFpeQqvZEga97TjwImW1Uw9rkjRRmSfu14yDoQjtWLKSRCjueyOsCRFldR9ZMk6g02tjJVjBSlBF1IuoZCnr4dhWelXkrRzG3e0TIpJUrnXmZJsaWSuDw8lpUYVpRV1kzZQcL4MOL/Ix6Y7B2oAIMz8/j9nL12EfTcKMSSi8FlzXQWT2kUmkcebh43LtD/vC66BoL8pMWYvMaluY9Rlr9brpRGQcu0gO+ZjuBF4UYNlvi7RexnJQiq2Ftrr33i6iylaFXv3sGC707kaKjoVd4v0QCI0wwggj3Cs2QDvJaajsQSI4bUxZxNzJdr94fhn//eUbSDsmpgsq/mBB6I/eWcJvvzqHv/j0kVtCwL8V3Yc7KQbwfYxHuHCc+ExkkZdjR2tVEvC1XdB2k6Ak8pNsw/NDosqtsEvdC8aTFn74wXH8+vkVLHZD4TiTtPLdxwp4uLT37qZh//pnnnlGJu3ZUcWuvYOS+F1f06I6CCfvdUei5LCGKi4yVs05EXp+AkGkZKw3QoLvN3swh8gq64vASlfTQNG1RRa7HvZQ9Tq47KluvZSdQDdkMVnlPcwxHLOHsaQlCiEkqxwkSCZ5pVKRIq4UKhOUVI7iYqwlctzFTeoAJLR8ZHxCrG9IEqFSynQqPSg8M9alGgrJL69Xq9L1SbIKi8gZw0CtUkEmnV4zMcQi+9kGZcqBMccVhRudqXBf363XcTqvxoAkEm677DgDOyCSYpY9D++KvVMfNzpaFUeBJJg3alWcyGZv6iJcD47HK9UVXGyqLkbuFAk8D+bymHKTUkTm+tJxfkJbJ5J9JpOpDa9p2j9bRggrnRzcQyzLlJ/tBPDA2DSO9hJynxj2hdd1j72Q8dnReUlUgtj5rbbJnzk2u/V3V8o5XdRI8uK5ddJbjiGPgbnZ7SCq3Goy/oisMsIII4xw7zUUM+fhs5kNn5z32Gndqh5VpAYrVvCxshybL+vhitifJ2IF7c32jeD+7YakwbkR5gK0zDkIK9PdzNFwPkhbgQzbtZNEz/XoWIX/bher3G3NxBoPZKfg90JcaC1JHZhxzpSbx9Ol4/tSZWf8wHlA5n10VmAeQEICJ913o/K3fU6j4mUS7Zm7MG7V+Qdjep5n5jrMp3ZKVFF/23wfWTEgsXw8ncGK52M+ijDbaMgnSPHvS0Pq6iqE0B3nyNfaHTxcOFjSzlu1Ki4x1yDRQpQ+Q3S6EcxUSqyJHshuLhZwMlMQq0+ST1i3p1IKlVO0YgvzjMlkBkteBy9VllEJPFHipEXUeLONdrUqrhn8XvJ1Ueb0OL/iSV7Ez2sCCNdfD31c67RwLKOIUBdbdckpSIrX30nmHLTzfKdRwdlmRZRfVi2c+nKdjrWS+IAzve3Y0Nbn69UFieM1SLJ5vDAp9j83Og05VuYK3E+qqtDGJz80H6JRq9Vw6Z134UzlYNruqg2w4yBMGMjAxQem74dXqQlpnZZiVGzi/YHLXsj4tEyiwgzPD4k2Gs0oGPxtN1DEnY7kv8zjptzUGhvZ9fdefodvF1HlVpPxWyNllfcHdsLarVQqcnGTObobtYtzy23cqHsopZ3Bg4z/llI2rlQ7uFTp4GQ5faCS2br7kIHIQw89dCDdhzsNgjYKimjdw0X8xCsVCYpY5OUNYzgoGibU8L0MgPh+Mld5M7ybQBuZI+5R+LYiGtDqhcof+wHZ1TxmnrPpw1OohSvo9Fmg64vtTc6kusj+ZbgYfHejtqhwsITKwI2BuYa8JuQYdrCFQqbgw04TKKhKweNnAN834pvrUG/aZuorunDsmkn0+x4iKEsfkl1IdOG/XuiLpNrAIl4SB7WNHZnM7xB+3xNihxsTYEIoKx3uE31K82YRqcTm30vud87KyrIeHMtuj16THVE7IeyEI/o7QeihZ0fSGWzHD2Pa+GTNrBQe46Me+MirMYgJQfEY819JrNbZFPGcUBGmFtXhkdhi0N4oTqRo8dQPUA2r25JVuP83ugtyTjQBh+e8Ebaw7K9gJjWFK+1ZNCNVPOa+5u0cppLjG17T/K4/8egZnLdm0Qg6SNJ2CQl4/VCO5XBqAuNZFfQM+8LzPkG5ShLu9H2ChdKd3HvpazmTLuFCaxHVoA1bxiYUMs3RdHlXScWS18I7jXm0I0XcUTLoWTycm5btbERUYdGex3K7iSrrocdquNA7vGxX6GXSz2fQsC3ECCOMMMIIdy+2yxt47+ez9dq1azIBuRu1iy+8uww/7OFQTFQhMq6FSivAZ99c2JasslsC/u3sPtwOopqXzcpy4sQJKTTrDkVO5vI5qaW1WcwZ3gaVVLRi4iOPPHLHuw/X43Qhif/Xk4dwtemL3PTRrIOkufd95Fhz4oBNHiTmrKCHFxduiAoKiQDHMzk8lKcS5f4KRSxM5S1HZINZqFIFOjXhQPB3Fq2ypoVqGMAyacNDSWgSHnqIKPWhKN2ykKhiJVgMHt7KxteKaXDp40gui3caJDzEa4pfT9kk/qhY3kqwQJeQ/Eb7sR8kzjcbqAchjqXTmO2qjkFumWopHA+qo2wly81xPJW9Oc/mOJJcQrUUkk+ollKwbbE8Wu52cL3dwaEhogqPjTEyyTHsDtVdYrTaGQZ95zWaQRh32a3dP0qc03qo6ntyTbJDUdsUsRDMDlQhzGxDVmER+XyjLvtEj3uxt4xCvN2o4aNjU7g/m8eFVgNNryPnipMAp3MFjK8jgfCaZjMJaxcfOX0KX1iZkyIwFX14NK2A5HgLj5bHhUAy7AuvlZn4feA9QBd6dzpJNZ3MSOfkfLctXaYcTU5U0JJpOrlzMjnzzLfqS0p+nOeAxCrTwoO5MRxN5zclqtBGmve0O43tCr3bkfHfL4XdEUYYYYR7KZ/ZSr2EtTc2xLKJmOSPnTbostGS6t0kHut1i41On2oc6m+pLdRV9LOF+7fTbfIZxDohye0k1eyFvLqRlelecprhBmKuj4rfJJdfuHBByCtiERL/fbgOeDc3ExOMEx8rzAhppRZ04JoWCpZqsNwrGMdpZc9jJ0/ilUoNZ5tNBFFfVFDOFAu4L7t/tcSppCuxMFU4+C+tdcM4VmPUQ2IMY/qMZaIV9eCQfG3y/ZHEyZtnF1sfO//KyJJqilz/9Y4ncw+K6BIrRJKgEc9QWAYVGG2EVEqP86iDAuP7c80GcqYFw4FSVUwYEvNea7XwcD6PExvkK4NjMQyUnZQs6yHEk25H8pp3mhVRpyHRg2O70GpKHP9wTFQhSFbJ2Y6MAI/fTHD+y1id042VTEiY0OD+8pwMX2/y/j4w77WEKE7yChfEcyxsFLjcquPJ4tSW1ym/e1RmqfhdjLkk06ntr/hdvNVYwpn8hBCoKj7zGQUqyTyUG7tp7kMr6z5CqzQnxLVOXVhLvMZ4PN1eiBOZAmbK40B5XNwzWPfgHA0Xfv95/9L5zE5tknl892eLaISBEIY4DrS24t49nCtJTrJTMD/8WmVRzqfK5A2Mu0k8U564KTe800SVgyDjE+/HnOaeUFa5lYVdMslYLGWX/G6Zo3yIKfbd2tfVzUX9/SC7EPW+HkT3oS72HVRRlevhjYwLx5LFWxZweLMjU0+rKXBCmt14/KKyyLlbme3biYOwptEy2VyefPJJlMolLAfzYtdDfRPeeDs9skt9jFlTQnzYD9JmDu2oLYowDEDIJlcBCR8UCVgk3hhOLIk4RGARH28GM+YaqyDyfTUTWMglG6ivqONUAQ9VUkgWicJISDEJKzHYPgkwIQuXgeoOtBxLWhgjOwIOcL7c77H46cdBWE/IE+oIyGK2UTL5UN/9dd+J2qiES0L0CHiMYqGTFDPI+lINkd1DKusgNEJ5jVY7tOUp2XlA5OAUcSgRE1GUHJpahxO7b4rqjZAvgljZRI2jVt+hogqPRBNVCP7s9+n3uJX6jUIrJNHGEwUVHTBxv5yELTZF08lJPJC9T36m+o1r0iIoe1OnLDuP+T1mQMDvfNrP4I3GBTSjDvw+iSMmpt0J3J9ee58a9oVn4VGz/qm4wnsC16UDo606kw8ni+JbOteti6JKyUljOkm29c4loMnMf7c5L/KRRVslOkEvwny3jpzp4kR2fE2yTOsfLYV5p4kqOw2KNHFlo0IvySpMqO+2ibURRhhhhHsZusPvoHMa3dFHlQ8WdXdrieBHG5fC+IjoxrZAe923u6n7cCdgbsI8iwufnWwUYKzCfRZf85hky+0zxyHB5b777rsrYwOCiicn8vvPt3i+tIIMmw0WQx9fWZoXtQ0WobxeD69VV6RQ9dzY1oW57cCurIfyebxaY9FRZTEkDHRpBxT/Pe84KFsOqs2ayk8MUxRPaNOzVkSb+fqqpuFqp6J+ZRUsECethNDcb3SpuhfCpb2qaanMqs/4kRY2Biz+EoaIegkpLhddZ3AtHhSutlpiQdMIeL33hBxCYgxrDSShnNiD9QkJJC+trOBCsynkDiqdkMjBzsLI92HU6nBTKTQs2i8pT3u+byadkWLhoVQKc92OqH8oZU1VKCamkuk1pBSOBLslSaBgWYREKRZLaUXFAjUJTrrQKl2lpinXDwv624FS4jyDugAqpDPLxrzXwYLXwZlCSSyZeHzcBEkq66W4+f3mNc3vMklzLHa2+z28VluWY+f1wevsufL0GqWTYV941j1YWBwm4/OepvOZrcj4JMY/WZzE1U4Dc52WXMfsHiXBZCsS0nrc6DRxqV1DxrSRj2sJ9LF/u7Ek6i25uLPybiSq7CSn2Y6Mz5yGOeQII4wwwgh3PxhH6lrVRpOLfJ6SREoSwW5taFTteeOatf77VtD5xE4J+NxXxhFUnt9rnXAnVqZ7AdfB5zwXqkiypkniCtVTWMtl07BuLqZ90N3aTDyMpGnLsl9QIZw5HMeF+d7nF5bwTr0pcSrVSOa6HpYXFgFM7JuwcjSTwbFMGvMdpfyeZOxiUSk8HJBUSLomgYWNvwy89X/i6rPukt1pFSGTMERdpeaTIO4D/UgsPvu0yuwrNUnmV3J0JBaEEbx+D67ZQ3aIfH4QIAGBRHtul3kjDDX/lE6YsE0TTxTHJM/bLdjU8NUVRWwg0ZyxO5UfSzbg15uwPR9hKokKc48oFKIKcTxdQNlOiuokXxueh+PvSc5nDNm6Mr9Y8ruy78xjuO8kZGjCi5DzOWcyNMfCH0kO2Q6tKBBiCvOwYREEqpFw3HjNPFOaFhJIpxfIPAhVZdY3A3BuhfciXtO8H42HPr6weBULXguNKBRVn2PpAp4bO3pT3YP3Wi5ahID3NeYzzP05l6trH2w23gzMAT9YmsTldkP2u2S5mEnncDi581yVY/lqdUXsXcecpHw/mGMyr3u9toIPlScH90bWk0ho5LzR448/flcQVfZLxu/1eiOyyvvJBmij4ulBdPTdP5ZGOWWj0g0xmXFWJVi7ASazLu7bRmJZdyFu54eo5ZbpG32nuw93Aq6XMmpcyNRjtxGLNzooYiGIAQFvfLyx3OnirlivRA2x/SEDMmWmULCKQmzYD/Q1xhu9lsluR02xp7HB445ZdDCF/EDbnGJiTAqjVO9gaZa2Ma6xSizYDlRpKVglNCL65akbXzJBeTQH3YhMTF5rCQmAGMC7Ju2rNJdWQ/9myAONtjm0sNE1XR3ga+sgjpmOmEhU4Hia7NocMFMTwm41KKNs2eJ9zg6wftRHda6Bdy5fEOagZnjv1wNckX+CAclDlbgNUcjhWG4l+7gZeE5WwkUZUzfhIgh9WSfPU7VTQ98FxnNlsVZiMZljQmudMackNkJEzsyjFlbh9UhAoRYLiSsJTDjjg4eYFFoTWcyFs2gPmLzqfPDztL8x0EDYjwYkHCqYSLC0A/sbRRu6OXkTYlKsckOCzZhT3JFsNAMXouBk8eHSGawEDSHNFOwMMtbW9z/eB9ixyUW+gzHBjaQ8qhDx/rGZFJ1MFrm0Pdp7IrXit0UWsBATVXTRmMc/5zVwPKOYyu8FospOgyKdCPNnEuh28vwZYYQRRhjh7sBmOQ0n6pisk6BC8sdeOvqeOV7E/++VWXSDCEnbHNidhlEfH7t/bEfPnZ1YFB1k9+FurUz3Au4fn/9chtUUGKewSMJYhbkMf74b7H9aYYALzZpM2LOIdjSdxbF0bt9S1jxvvMY48f7oo4/KeL9TWZCCHWWINbxEJB7hS15XiA0sLrHgxHxiOpmSTrad4tHCGLwe/c2VZLRl0KqROQSwSB9u0xIbGkY8QWSgTq64EErWl3HjolYU2/ZYSp1kuLNQv0uRUXrw0UMYk7QMMyFEldjxVKSre4Yh+UyfHYhRhCxfu3oVf3zhvEyaH4QHOAuuVDypxcoe3HuSPkjwKJg2JpM7zw+HQbuidxp1UaWxDAs13xPllLP1OhLdLkq5HA6lklLcZicfySAP5Qt4IJeXouFTpTIuNBuoBLQwVbZL/DylsZ+I8wJiKpkUdZKzTUqOryrdcCLgufEJLHu+dB2ywKs9zUl44vFpq6KtwK5PVeq+GVpSnQSTzex0dDce76vMaXTM/Ex5Eo/ky7jeaQrR62gqt6n0tAbvZ1xou6YJbsz/d0LGZ3fw/dmSLHvFbLcpYzEsvZ2zHCz7HSz6nQFZhZNR7K6+m4kqeyHj837M+9III4wwwgi3B/uJu3Xsz5xmeIKR93Q+p6hYRrVCTp7uFqyzsobOBkqjv0r6YM1UNem5B0bA575yQnev+3orm4k3Aom0JNdz8X1f4hTO0bC2y3Gichxjo4MmXu8FHI8bnQ7ON5sDAsID+ZyQOvYLnjces1aQWeh6uNRsoWBbSFnqesxYwGLXwxu1Go5nUuj2erjaUrYktM88mk4NLGi2Q9a28JGJMXxtuSIxPQkbaTOBCdfFYqwgSYJ3I4gkEWE27YWbX3/6m6dymM2/hx65Lv0+FrrMaqiKqGJ2HiHJ5maf7+mjT7Vt0xESudHvCcnhwssvYTZWFt2OeL0T3Oh0UfEDWLSj0WQZjgPtTF0HOWf3c2+M9b9WWcKy76Fsu5KLcK6FeWel04IdhpgsldHqKYUakh6oSHIsncehZEau+UcL4/haZV6UUUSxXZqLDZzOlpC1VuP1mXQWb9VXhDDCPJAWSpqgQTLGjU5dEX3iew63xbHm8W13r2T+oy2IhsG4nueYx8l5ikOpzdU2+F2m8imdHPg9JjKWg+88dArz3RaagS/HPjHUVLATEYLNyPi8LphHrL8mWBMYrgvsFtXAx0rQRdF2JDckmINRhZO2QO0oFHWVYaIKG6jv9P3qoMj4S0tL8re7kXhz0Bgpq2zg784HMxlnIve6j44++rr/5ScO41deuIob9S4cKyES2inbxA8+eQgutYG3wPBE4mYXI/eRrGLdKbnf7kP+eyuLuhuB7DuSEXijI8OPNzXe7DgBTGk9TVLgxPftvslwPGa9G1gJVuRBwKJdI2ygGTVw2J2Bs0elE15zLFDxvFFBRkvshaJoEhNGYghzup+I7WtaqIYrA6IJ/5Y00ihZ4ztSA1FdZXkkzbQojBAMyHlcXbMjhBiquNiGq9h7N63z5utCFFcMS+07A55YYUXIDUNF3gGJZbCKVWIEf6JShxR54/+yThFHTt2HB4/3Bg9ABo5MXoavid3cqElSWSWqxNJssBDFr5MMtJdrn9ZKJOyIkkp8kDweKp2YlgEr5aDb74jKyZQzjbSZhWWslYk7mjwGN3BRDapyftMJklnGULLXks+o7qE7QlX4qXoDGMwVrDwqQU3ZBUkYq84PiTgla3u/8ZTpwjYs+D3K2LmD7wB/z1s52eetQIID5SE3KnKKd7tbOBCC20FI0W0HBoSy7XWvC3s3vrbb7Y7cp2h1Robye5XUsT4oYlL69//+35du8L12+I8wwggjjHB7wWfh+pyGHXIsTlCxbD/PqW99eBL/96tzeP5iBYpvbEhO8/B0Dt//AVX02Ap8LvPZvRV0pyQJ6wfVfXg7cxpui8U6duMRnBxlnE/bJdoiMi7S8etulW0OAiQd/P78VenO4oQ/iztX2k0s57p4qjSx53Fih5U+b4zRlBJdT7r01sv6KmUMFpo8nGvWcaXNvEPJmqQtqkiM4+QWnuTDYOH2w2OT4gdOpQ3+TkIEV0frmsttSnVHGLdTWOqyW3FgDL8pGE+T7CKWQKvG4pK7GIMYMHaCH6oBkxTDl6mokkiQJNGDF4UyFjPpFL5xchLHMhm0Wy35TmritfYA19fEbs7B5WZTdoGdekK6N6nmYqDm+3BTJg7t0cbxQqspxWIW5NuRKhZTnpuNBWnXRdMw0PI8IZt88/QhOcckpWiMJZP4czPH8PzyIq6220IWejCXx0cmJtd0RSrpclV8ZaGVx8IyOUeA6zyezghphuO42gYBTNMi1N3+2EjWudZuDcguA7siYNvJDNaCtL3ARt14LC4/kNs+r9qO4KYl+HnvI9l/mIzPa4L1kYO4f5E0psdAQ62XY997zxJVdkLG/6//9b9KXe/P/bk/d4f3boQRRhhhhJ1g2GpHg/dzKl3weUl1D8bbe64rWkWsBKrRkIQVHe5lE3lRGj8I21XG/cwH2JSqG/ju1mbijcBJXsYCjAsYjxw6dEiItpzD4H7pOIW11700FuwXr1Yr+NISVc2p9JEQpUHGr980OSVx4l7A4+KEO2uhbALXsRDzGb9H65+1cyPMW0iwoDXml5eo9qCUzFWsmsQ3TY2LfeZOMMNJftcVq0sqRpZdR+w3acf5Tr0hr9OChwutMoexqgiJDV7fmLDCI2F8vKo0yTZepabCcXANcYeRT3JepxMpW9NHCkV8fHIcmUTiJhX04WtipxZZBM8hiUdUcWQNnso1DhJC0lnyfZzO53dlE6PBxogVKn/Q8of5WayKwu2RpGOnkkIG4t8eL0zi4UJJ1EiGSSFPFydERYVEFOavJTuJh3IlPFFYa6UciApOPK6SM6p5Lr42mUyj5CSFVEW1HDXaVOE0cTKz/X2M5AsuTW7fMdcorqRNW8jnW4F5Jy2+SJrjvMV6TCUzsuwFw2R8zk3ra4J1AV5HukGD/x5E0w5zUbFmWjdPyRyHJlbMLd+rRJXt5mg6nQ5+7Md+TM7hyAbofeiHyIKB7gxjsr7fB++3nx7HWNrG759dwvV6FzOFJL7rwQk8cWj7QpxOtNczitd3sZGg8l7oPtwMtAyhwghZfppxzGCI+6NvdgxMOQ68yVFpYbcPwL1i3p/HnD+vipux7QptcjphB9VEBZPu1K7XyWI9O7W4/wxeh49DqZqooGLNeYi3r4gq0YBMQs/Ndq8FO3KEAEGiiSiiyN83vymTnGKte+AnEylRFiEpphotC6Fjp5B9jfdbrqmbwqWYlGLE/0qhV4dPqwEUg6VeP4QJS46LyiSpRAbTh6YHHuAsivOaYALAB5H21WRwtJVtlHiVh3X44lGqlEuoiKJKnyTmmKIysxeQHMJj6fa6cg5o08PzhL4By6Z5Ers7yZLuiSIP1TnWg9+9afeQLJux1Xm+m1ET6NMySAnzcd+5BQ8exmwbY04ZtVgFSJ0bIG/mUaDd0DYg+WrcKWPeW0IYtoWsRJUWx7Ax4ZY3vTdwbJnIsPiuVYJuJQ5Kim4rZC1XJnJoB+TGUpI8Tga408k8uu2OdH+/14kq68Ek9Hu/93vlmfKf//N/fl+wdkcYYYQR7jUbIP1c5nLmzBmJq/eDlGPiX/yFx/DfX7qOP3xrUVRVvuH0OP7i00cwlt2++KDVIjcDJ2qprng3WpnuFCQKkRhEgsqzzz47iD9OnjwprzF25XLu3DnJ3TRxhcXQWx1DUAHj07OXMdttCxHBM3pwelSocHC2ya5AqtHtPl5iQZcT7CQXDZ83Fo1IYGCH002KFow1vC4uthoim1yM5d7p9/1KdUm6I0lg0Z7hecvedHxYUJxwU5gYDv8N4OFCEadzebxcWcbV9gqUi9V24u4KDJ+NhJLW5hWkN83PRoOcTP9BEcb1urnfLExmeUwG43MD7E15YWUJ7zTrOFMoCqGHC68JTcbn95Sxrb4mtutQJHnkzXpNCq5SoIsieJEaD8bu024K2T3kySrOjWS9JJpwO1Tj4XljTOxalqiJ8HWxwNnk3EylUviemWNrSGPrMdvpSAepaxjo9NUYspuSBcjLrSYeZ7djFIp0t84d07aFx4slISZth2PprJBV5r0u3LhblMozR1MZsf/ZDMwjdH2FXbW38j4yLMG/FRmf1wTz3b3G5GNOCit+Z41aIpsfREbccu4JospG+M3f/E387b/9t+Xf7/zO77zTuzPCCCOMMMIOwOfUcFMx4yXWzwk26OpGz73CTaQwZk+pRs2eJ42XKTOL1A5rwdqOYSOsb3zeay3yThJVCM7DaCL6/fffL9vXJNtarTbIZzgJruvxXLaqxx8UzjXq+IO52TgGVvaRVANsUBGvUsF37EFZkGPNY6EaKZuJh88bifZcm5DZjbUKfrTseWG5IkSVcVepPVA1gwSWry5X8NzEmCizENPJJBx2fGwCxrbH1zUzjLkunptwUfF8fG5+Ed1olV6i05H1bJXhI98s79no6iU5nSqRShFRvUYSftYyhbhCUhBj8t+9MSdE/KfK5YEKOq8Jxq5sXOU4sh6v52i2aqjnZy+2mrjabg3GjjmGml9SecGRLWL2rcDrg+QFNmvUw0ByUmVr3BdrIYcWrr2eOo+mtUZ9UIPfvceK47JspShEaxuu2Y7rOMrCiISbUHK0B3IlXGhWJfbWzd0TThondkBW4TVOdcXXaoui3EJlVF7zzMtOZUuiqrJdns5aEM/VrQTnNdeT8XXDOedzScbX18ReyfisW5C4xNyUP2s0w1BUN11a2b788nueqLIefJ586lOfkjyRc+f3Uq52TyurHITEHG88mhXIoiKXgwoInpkpyLJbDLOoNppQZBDEyVrKL73Xug/19hngsOOQ8rrr7YtEiSFWSyCRRd/shh+AvOHyhrffgHUYVJFohS14PQ/z3pwiHfA6i1nXXsKHm3CENDDRX/VE2wkY/DDQ5r6T2bj+5skAuZlg8dEXKyAiYr+eQcsdKl50B0QVGSOqc/RDIbE0eyQoRFI8pbRh0SyvKn3sAk2xCApisstGxJONMOSbePOfBjogg7/HRBttN8MEIZ3ICnnE73flmMmm5ftpWUTOb9Eau0l2jOO5uLKAhfocLs1fkOMtF8YwMb62G00elmFF1qVsceKJDCRkPLkbJHxwP/YCdW58UPOE1wkfJgkzgYSpgpW+0VMs/X5CFFy2w2YPVRJUhBDT82VfE7BkjLhOkTtGHzOpQ8gGaTRC1XGZs7Io2pTm3lmBc9IdE8ugql+DT7UZM4+yUxzYFW32PaYNGYkqB83yDHsRuj1fVF0oP7gXKTodFG0kRbcZcpaLQ8k8rraVNRODRK8XImXaGIcrRBVO/unk7V4Anyuf/OQn5X77n/7Tf7ojXRIjjDDCCCPsDSzsskjKghvzGVrSkDTB4sBBIJe08CPPHZdlt+CzdzPb1fd69yHBbhfmZSzSsuNzPaGeeQrVI7loGxB2OjEn4P7qIu9+JqTXg51Hi14HjcDHxWYds92WFDZDdnz1+hCtEYPFNEvetxuyipZi5wS3lskeBifBT2RyeLm6LIU6dqUxSqV3OKV76RvOoqQmHcikve1gwWvjD+avDeSYWZA7lsmK8stO5bQ1Frwu3m7UpJhHgoUfE1a27kNUWF9L1vwxIUIZ69cwrHYIUf04mkrjSruNehBIDMljW/Y8fGVpEd8waYrqB68JTgJw4bW7uLyMc4sLeO2dt5GIIhzP53F4YlLi1+HricX4P1mcx1xHyY1zXLjtrGVJF2a3F0lH517A85BKmDjbbUhBPgwj9Gmnw4kZUUPpwYIl3Z88f+0o2tJDfquYmx2G7FYluYfdqWJj1OvJ8S14HibdJD42MYVLrYYUx2nrxGvh8A4nfnhtfWR8EhebDdzodoQ4dIQS95nsprY9nBBjfM97JpWRDrLIyWuHx8wxpHT4RtfzRmR85jMk8mkyvs5pdjMBdjSdF0/6Jb8jRV5lqRThcCqH1uwiLl+6JF3EB/WsuBvw27/92/iJn/gJ/Nqv/dqIqDLCCCOMcJux3zhcE/CZyzBWZq2Pz+WDipGpLr4Ty5+t9m0z21XWQ/fa+Hy3NhNrcF9IqObChj3WXhmnzM7Oymf0hPReFAO3AgnsVN/gJDUVVfg7be9ZH+dcSb0foOA4oqZBtcXdELY1wYj7SqLK+hzucCopSie0pxxzbYl/O1FPiCPH0imcb7ZRctTrBGPMvG3h7VoD11pdidUJvvah8TJO5XavYvFqpYbZdhcpKpWK0nqMm3KSrbKbdViX0wxeMhSZJZVI4GQuK3+7FhPYJ5JKpeTdRkOO65unp+S49TXB2jhz4ivz83h9aQm1S5dlbE6Uy5ianLypQeNcs4nnF5fQDKO4QUAR/cu2I8Qemc/YgwUQQUI9c9BGSGJ8Ap7vq4OLCezMM5krMB5n7rQdtsoJmEe3Q6rTW8gatszL8Dx1Ag/tXohH8uMo2kmx5WSuM+6kMJPOi2LKTsB4nUos19p1UXiZcNM4ksrJv5uB8zP8TlIhknnDQYJjR6UXnnvmNOu/58NkfF4TukGDC2sHJJPoud7d1D5IHLs/m8frtYo0vjjx94GNOCdSWbzy0suSS91LRBXf9/FDP/RDcp/9gz/4g/cFUYV4389E6S8FfQ9JmuBFfasZZzuF2LBsUNzdqPvwYqWDr96oIez18UA5jaoX4kbDRzFp4aNHixhP23dV96FmrjYaDQkItpPDXn+za7fb8mVlcZtjwYCQARHP3U5Zep6QUpR6RNbKoM8usu51LPkrSnGD+s8brMakbBgMpMzdMXZZcGIQxEK1lsleDxIaiuYYalgRhQ6GGlQByZmFgdLJ+s+RyBHAh9lX/pt8MNLip9Jfwpg1Kesh+YOECtdIbWkXRCsfvt+CI8ojXNQ2lCLKZtBqKsrSZyg8itVW9DrWQlFGSLrIJPKydm6f4UksQBfLMBro9NrI9gtyDGuQ6iF1yIHTH0O/X0LgBWivNPDCCxflATgIlAtptHoNscMhWYXqLdxO36BwN0kzCbHd2YmV0kZg0U+OrtdHp9uF5VjQXynTsJE2M2LlRPWTrXwjtwPHl9cmofdV5OX6piipKEk0U9RVuOxpGww27bws24Hnnd8/fhc5yXSQsvZiwdVdwry3Iko1JGaV7CyOpqfhJOxbLkXHcXggO4ms6WK2W4ffjzDuFFCGi3dfeU2Ufu4logoLAVRUoUctJbNvh3LVCCOMMMIIBwdttfP888/Lz+zoux0dbjvBRsoqTL75bOa/uvvQC3v4/NklvDPfRClt4/6JDF6/0UDLD/HY4Tw+dmpMbFWHwWe77r68E0VddpMxvmcOQtLsdjnVsA0Ix4TPXxJXWFBi3KLjFBZwdiKZy9iPnVYsyLHoRV/uOa+NP1m8IRY5VMHpxGp78QcGP4aBD8thJLnzMdOxnyYYbTbBfTpXlAIhrYZYXOYWiraLD41N4PnlhZtsSYh6EKId9XDITct57vQivNuoidXN8Wxe/KgJkj0o67zVuaZyh8+CYNLFQoeyzzqnWf3/RrBM5l7KC1wb0AwwtDnpPhRFEMaMKg+YSWdwKJkSiW7617OorCTKTVGaWfS6uNBsyP4PgzT2N/sRZjNpROkUojDEW0GIlatXYLzxhhSAtcLGO1Tp6XqYTqYGJAwqV7LQmulbSFu2kDL2Cq0VEwShfK9MTraweGwYQhQpOK4UKbVKzl5BBRcSN5KmPZDcpvR3J1L+6zy37CjlsleQmPFIoSTLdmBxnUQV3VBykPcRXv+v1pbl+uXECm2E6HdPQtemqkFDZHx+59bXPpjr6ELvdmR8FpKfKh3C5VYVi14bZtyNicXaPUlU+fSnP40f/dEfFeL993zP99zp3RlhhBFGGGGXYKzM5x3nPkiKYG3vbqm7bURW0fXGYdtV2sS3e02lrh3X6YO+p2rPZvYmsszd3ky8Ve2VNUTmc1pFUisG6uZixrE7ORaSUEg2575QOZFEgpcrS/jayjLaUYBuyDFU7w2lCXU1pO97PtIpa1djxtiKBCNNUt5o0pz7QOubLy4sCWFFLDgTCTyUz+JYJo2zjZZMlg+DCh5Lni/7MsE4tg9UAl/WkTZJjuih5gdC1uY6tlIM5LouttpCDmeczNyKud9OjpLv4b6xCWBV236IlSLzTWpOQc3NqPdxO48UC6Icc6nVkjidx8L4vCj7kcBspyv2ROtJ5Iu9Hl41TDQKRfTzBVG9qHc9jL3yisz06HwmXSzi65WKkHtIgieBnVZAXo9EIM5F9cVClU0OewE/L3Y8faDjdWBQvZHfKbHWsXAsnUHKsoTgxJxur5A6BOdi4rFW1rEGHMNEqxfAp1OGkRDiOJe9YtylVdTO8jsq3nOO+8knn9zR93g3uN5p4GxjRQj4HLeykxIyTt7ePF9b36ChlfE1GZ/7qHOa7cj492cLooLDZgbmV2PJDGbcFK698SZSyaSQc+4VokoQBPiRH/kReQ7+4R/+4YGfy7sZ73uyig4EKI/E7sNbbV+xn0CI+8pCJvdVdx/yxvjf31zA//XmvBR4+fBoBcqXOOuyuAT8xtsL+Olnj+ED0+rY7jRTlzcjFnW5bRJV9uJdRrUEBqxcGBRpJQV2+XGSVRNXNpJR5vHPeQtY8JcR9FRxm6oNUS9Eq9ce6H9YQmfgk2bt+JDeQNWVlLFzCyAyjSm/xSL2dvLmKTMDJ5EUFRXuiZ1whWTh9bowemQP8/yag2OhqoYohMQT+PJghINO1MF875oKSuJj4HrL1vimXpyr6ihrvdiH37FeWE5YqbFKyjAhRVm6q2Lj8OvDBXFlWZQU4gWPa5Xwslo4p+IJyTj0FNVkFR43VVJWwkX5DLv8eExWyoZ7JIkTMyfRrir2JiXH7LyJ4kwOrplCMukiIFu4H0niECBAwSwja23OUOS2G2FdrIl4zLQmylmrnqYhQ+UIaNY7SGeTSFj0W+T3VoV+JOT4fTJPTaT2oHajwRCIY0CZcfFYjdVnSFiiEs5uJhv2C54DdkOTDML70V4lLjfDgreCK505CeyoqMIAcN6ryL+ns8d2dN/aToqOxV0dFG1EcuO2Z9IlWXSh+MUXX7zniCocF3q5c5x+/dd//UD8JEcYYYQRRtg99vNcYdcKFTsYZ5LQfjcl6usLu8Pdh8y/WJReavr46f/+Gl6/UZcYsh1E6AYRMq6FpEXfXgPPHCvin3/fGVF5Ge4+5L93IqdhIZ3xBGMCktF3u33uMwsPXLRiIIkrLEowb2Aeo4nXG8kos0jz/MqcdHTRx5kFP0aDy1RUiQKJvoe4KTcF9syCWBCc2qGqilbtYTy0XiZ7PbgvHypP4oFcATXfF5niqaQqPE8n03irXkHfWrUlYfGVxI4JNynkDiJtWgijSArVbzaqcox8P7vLHsoV8HhxbNMxZ7yoj5g+8yRziKz1Fi2HdgJIWSoH0XaaKi1SRV1dzNUrMYb+THnsaTcp7+NxyLuo3Bjvn95vFmOHwfH/zI3rON9qSLGaKiyldApVP4BXKOAbz5RRWV6W+PXsuXO4WCrCopR4OoVxxxHpcZJH/F4fgd3Hh0olsVLaDFRkOdesY8XzpVh7IpsVtREWollH4P7kaf9Di550WjoneQy2HEtCCrGVIMB92ayQcfYKfpaKO6pDVLVkkFzE64av305oa2V+z/aqWLsZSE756soC5r02cpaNlGHL9/aV6qJ8F46mt1ek5P4MTwixeMl7PfNcTcbX+cx6JR4NetqfKSi5doK50KXLl+85ospnP/tZ/PAP/zB+9Vd/Fd///d9/p3dnhBFGGGGEXYJxPZ9zjIVJmjhoVYD9YtgGSCsNcmKYZAfWCQlaDK0Ei3FNWNVxpdYt/bAGauEKSvYE8lbxPdlMvBFYQ9TqcFwf4xRN4iF0PkMS7kakkIutOl6qLEuMpAkhYqnTIdGXOV9sxymIFdSHPk+CO9VL0juMTdkswHkpnrPtbN0nky4+OXMINzpdeFFP1EJo+0OFQRJOGkGIwpACyJJHUhIwEVsD8Zcxx8H1The/dfXGIHdg7F1ybXzT1ASmNlFF1MdOYgDHhKqTYaTo9Bs5B2trII6CqOXzmuvrdmA1avpY9RHzcuMlzZyRiockjzBO57YZm4tFjzTG6nklKi5y7jEEhlLBS80mfuf6rNh4MublOFm2jbpt4+GjRzGDvsSu58+fx6zvY5Z5bjKJciqJsGfJ57hNkv4fTefxTHlsQGhfD14bzJ0uNWnn1ZMc8/5cHqU4B6L1jwsDfruD0LU5OSA5B+1HeYzMNWmnw2MiMWo/4DlhfsRc0xbllr7YC/FnNhHcTgxbe7KOcJBY6Lbw9eq8kKXYIMN/57pNeFGIj4zPSJ67Hfjd1/kK73daGZ/z3MNk/M2skvk7cycuumGJzQb3GlElDEP89b/+18Ut4I/+6I/uuufgrcY9QVbZa0FBsygJXtR3G1FlOBBisMYHKYkeH/7whwcFy7eXWvj1N+bk5/G0hdmGj6jHqWvlL5dPWljuhPjlF6/h337Hg3BN447KZDP44XFsZoOzFzAoYoDBhcemlRRYTOVx8ktN4gqDIhbDq0ENs90FIUjQ2qTf72ElqMaEC6p5mPLzQBoDQ1GAtpWRArHq7tsKvHnSc5rWRVTt2ekNRkgN5toA0TFcpIy0YmeLGgiLiipcW08+4eshPIQMahSVQ97j9Tpih1O2N1YP4ns4Lt1eZ8C4ldLsIJjhz4qNqoNu2rSoK04zctXkgRouFZjRGodlSB2k6/dq2x0WhBXRwpBj435oQg5/52eprKHRjOqohEtCElFkFvqph6Icw217hjcIhilfuNicl4SgWW+gsrwCx3WQyqRguRZciwSeiU2/CxzLxWABnag92KdqWJExmnSm5RgatQYanQbyyQKyyayMRztqC0EF/Z4Qh0QZxCoJq36vUOo4SeHAiJKKlHd5ThxYCQuueXs6qPm94iQKu4lJVDlIGy5ZvxBTVuTY0qZaN8eev9eCJpphGzl7dwnUfqXo7lWiCifGvu/7vk8K1b/xG79x4OdyhBFGGGGEWw920LCoS/IAi6V3G4bJKnzuaqXB06dPD56n/+7zF/D1azWMZR2JCCuLKqchYeVokUWsPl64VMF/euEqfvLj993x7kMd329kg7MXcP+Zi3KhAiPjFOYzJK+wCM7ijY5t9eTy1yoLmO20xLfZthKohz6ud5oIhoga6/Z8eIuDLkYW77YDmwO0bdFGVkebHVPZScoyjPtzBdzotERpRBdDWZxm8ZOyzYO9JTmdtkl+F05IO0hT/m6ijzfrFYwnUziS2jgeJOmFPuGXWw1Zf9YGWgHthbQiYmLNSDhmHwWbqqbMr4CgP8hqhvKgvuwvi7ks3nI0uZakmUDZTQqJo+iowjRJCmSr5N3VuD/oR8jZqwVR7t8fz8/ibLMu22Cxleob7dAW9ZWq76FGG5fYQkpICpcuotntYHFxSdaRY3HbdtC1DTxVKuGB3ObEg+vtNr68tCDS5RzLZpddkZRVD/FYsSSV6ma1gtAP8ODEBBK2JaQVElxaUSS2Rry2yq6LRws765LdDLxmOVY8FyxOc0xp9cN1zmT2rgyzlzhYW3tuN1mxF3B8ab9DxSNtP1R0XLGFutCsYya1e5l8fvemp6dl4XeE+Rjvq+vJ+BvJ8PNn3rf4Xhay7yWiyuc//3n8lb/yV/DLv/zL+IEf+IE7vTsjjDDCCO9b7PVZquc9mDPwmXw3TtDpnEbXRBmnMy7WE8OsSyuiSg8mLFE51zaSrKWzfs0adyVYRCqRltr3nZyjOYhm4o3GiHMwXHjsJIYI6frsWZmnYb2Vf+P5pQILLT1eWFkUAkI5JhtQmZHWkIzhWQkODRVXb5bP8JUVn0rm24PnjOQcXmOMr3cCEoyPr4tPSfo+U8jjxZUKlrqeWNcwxuYsSt7mnMZqrkGyB9/DxtOMZQqppuQ6qHgBvriwjD937PCGqpMqx7DxerWOnsz19deqP2qRFM2gN1TjtSNNwwaE+iN/G7JC7SuCPpX+SEpnbkQ4piH7RoUTvk5iB0kYzMX4XlqOEoF2G7BWa+ZXWi38/uy8WHcyx+C5Y34xRYJ9IoHzzRbOzByWuUCO+7skXc/Po93poFatCqmllEwipHKLbeMTk1Ob2jnxmvrqyhIutKier9Qf32nUMNftiIUoCStBp4t6rYZyMonxUlmazhe7HSwHnuRwVFThOT2RyUsTxV7B7+t0MiPjxXND4oayt1XWUCSL3y7o+P5WEdGvtuty7seGyD1sRqn4zCdbu1aO4TixcYnLejI+70nEsDL++trDgKiSSkk95l4hqkRRhJ/8yZ+UMfjjP/7ju8b95XbiniCr7AX8AmgWJYtvd+tFzYc8mWavvvqqfIFJVBn2PvzytZowOyfSthTW6J1HX24WdxteiGKKN3wLy+0AX5+r4+np7B0Lgm4szOOld97CzOEjePjEqQMZ80bYwZXWIhb9qpAKMmYSRzLjOD32oHSVUjGAgQiZmwyKimMlBNNAYIVI2ylY8YQ/oUkUJKoolmofvVWdNLXB+DnPwlotrCMiE3MT9iDHmcxAbn8rmexd2bNYY3B6LlqxnGAmkUbY9+H1PdlfJTcYxoQW1afG4+J7GBCT8NLtk5kcDogia7YhgQsJIyr40GVaqs6okqwaJ0Ue0aoeqxZBusNVW1gNAkdD7YtSAuHPpmyfQSeVY7x+N96+8HxhwpZYivtMQkomkRXCDcF9b/bq8vNgP6TozK5CT9ar7YsG45YpIQw8ZDM5IDLQ7XTQ7rbR9kJ4KxXUrc5AnnD9ddmOWuhGbbgJd2C9w+11e120ohZai22cffccjjx+CE5SBSI8ThJHjJ4h9kJMQtJmGm5irXWUtk+SY9mBBRHfU7SLWAwWJfEhgYPXQWREyFt5UeC51eD51V21vK5vhcUAv4N+L4SdWHuN8vdO5MHrBdgvtXAzKTqqV/GZoKXoeF3w7ySqsEtgMwuv9yL4bPnzf/7PS9D3W7/1WweujjPCCCOMMMKthVZdpIIfiZRU+rgbwdiKBQUWUNghMtx9SLT9CJ99exEpx4RrJURlRYj3poEwYk4TiS2QbUb49Otz+PHnjt6x7kOO+dfefAPL9So+8NQHMMFJ/v2uk9LbjQbealSlkMnC4OFUGmfGx/DUzIyMHXNX5hRstGB+aEyUcNbuwzYtsbhh/scOMWJY6nnYx3wt1KuM+N9uVDG9CelDxwskqjCXOXPmzL7HnOohH584hLPNGmY7bSkWnsrmcb5Zj+1zVGy/4LWxFJBA35eOQh7nkq8K2dz7a+3mpmQVFlSZvbAgyUImGzaYK7BY7IgfOxUWWYRNIGUaaFN2uteD00/IZyQ77PXFm52dYrHupHT4sQhrRpHs03QyKa8fz2Slk5IkBNV9mJDtkoDB4juVY9hhdyK7GsFeajUx21XFUp5zkhl4LTSjENmQe7+qEEMwXjs9NobXqlWMl8cQ+b4UeSvttlgH1RstXJloSvy6XomH632zVlV1A3fVQonF5HfrdRxPpXH+zTeRDwNgrIwgYUizZMa2kQ0j5B1aO6mOxZl0WorW69fPAiaPZbMuyGEcSqVwKJWWwvKUnRLSD62s6Pd+amiMbnUTDYucnKg4efLkLYnv2zERRxNVhicf6DvPs7sfHRnJc4tFWYbJ+FqGX5Pxmc9wgoCkRl3IvhsbtfaKL37xi0JQ+df/+l/jU5/61D2Tq40wwggjvF8wrLpI0uXwvMfdBMbgrBeyPsjJVW1lOlw/pqIK67V8Fom6SvxIYnRJsgrr4Zy/oAJL1ijcMYXIar2GF994Fbl8Hk889Cgcc/9j3o58XGwu42qnhm5EqxsHx1JF3HfqhJAUmFMwRrl+/boodWfzecwVM1hCJGRexszKcmY1f+lRGmQwL6OsVlahlEf40pKv4vDxLRrwGAfR7oj5zEFMAj9eKghp5Z16QxRWprNJ9Ht9nG+2B3M0zCvO1huSZzDe12R8/n4oRbKOj/lOF4fTN9djjTjv4Do478K8ReZ9QjVv5SZIhqfaPHMdU8bPI6kloWj5VF5UsyxsgFZKpZrew9g0aySEPE+FmCMpldMwt6GKTJ1NxTEZhKo1/JnvJSGF7+FCkFD09WpN5VwJtb8E38tzMum6kiMM6/Qfo6pKu41OOo1J05T4tdXpoNHpYIw1g05nUyUeWkVdabekgUFvK2cxb/RwrlHHA6aNS6++hskjkwiSrhBVeAxFJynknUkniaPpDCaSaUy6qZvyFo6hskPaWb57IpsXlVPOY5Cczu2xGYQklsnkra+x83rinCe/U7cyvq8F3k3qKRw7jlUnoqnt/rARGZ/3CpJwSC7jc0FbJfO9rE3ca0QV1pl+6qd+Cl/5yldEUYXNFO9H3J1P/1uIYZk2Kntw8pEX/3rPwbtpf8nWpffhcPehRjemQIrVypDOs/aTUz+rh0fbD295EETfMj6QcrY9uIlxm89fOoc3aotwDpfRdiIsLFzBU6UpjO9DbqsWtPBS9TzqQUu611jIrAYtLPhUTlnBk8WTcjNL5zLIHS1hqb2C+e4yPHgwQgOtqCv0iRTVKOL7mi5E6v2WR7qx6geonf74fzKkdbC5HryeSDCi//V2Mtm7AckKWTMviw58qPCxEi4gEBUP/t5aR8ChCoslQTJJDYrJzf1WxA9+XtnLsFNRET0csAisdFA4NIq8oix5ekYk25HxkbGJabx60kACIFOIMSSTcL9IOFHdhyzGukj0qYbiIWXmUTBLQlYJaWtjMpjqotvvivWPKGsYWeTN0uCa5foY2AsDnYF/PA6aZJPo92Tbw6CaCceMiiy9RA9OxoKdycNBEn3TwPLSykCJRzM39QOQ9ks8vGEyiZBxDAPzlTlcfeu6qOak8kmsBEtCHOLIk0gyZk+gZJU3/L5xvZVAKbRwDDNmFkW7NLA62gwkq3B9VaoBIVQEFquIsr3xdg4S+rom+55B0K2yi6G6EYkpfuTDie2tCKr48HiHXzsIDEvRUf57WIqOk4AcV07Q8Nq4V8B701/6S39Jzunv/d7vSVFghBFGGGGE9w600gWJDM8995w8u1ikuBshhTrfl0LKcPehhheyq4tFM01+jj8XUy04EU6QOND0Inl2CWHjFsU93F4jpISz6ojS26ESxWfefR01s4fU4TF8qbmIYz0PTxQnb5qM3g2eX17Cy5VlUa7Qcs/XO22xa/nI+CSeLJWlcOOUi0CrgQvVZdzwWmjTuD3wsejRVtNA0rIGeiFbuN2sAd/fJkFhG5ls5swHqSzHgvQHy6rjUvJYITv0ca5Zi8kdPpZ85VvPTfp9Ja1Mi9Z64Eu3HYuicqz9vqivUKmFucM0SRBeRwgrJduRgjBjfNe2UQt82Ca7Bk1ZJ99PAgevP22FI2sl4SRhYNxNCkGDRArmud1Q1QyoLkIbHo4z1UYeyZekYEryBQkmPIcXm03xqOf+sZBNNZJDQ0XLBRJVDOaiFtohGwlU0Y8frgWBbKO0LtZ+MF+Qzy12u2oSJJlEKZPGQ6kMyrEaDwlhJKtoJR7mwyRNVONxGz6HHCOqf3zltddQ6vfxbU88idcbDVxsNdAMVHfgRNLFM+VxUXvZjGh1tlGXMaIsNNVdTmaVtdBmYAH4I+PjQry50WnLpARluB8pFEXK+1aDBVBOirGT78SJE7dsOzy3HAVe08P3CKoZjTmKpHOQ2IyMzwkh5m8Ej3knykjvFTz//PP4C3/hL+Cf/JN/gr/6V//qiKgywggjjHAXQMd2OwHJ2KwzHj9+XGJNra5yN4L7RXVFNrdRoWw9qUY3I6qf1/6uoerXbAqN0GNj5y2co6HSQ7cXIClK3KvP/nfnr+GlhUuwptLoJi386fJFPJSbwqFUfl9ElS8tXcKCR2IGSeF9GH4bs906LrUreG7sPuSzWSTTaZhT4wgbNbxTW8Fy2EVoAK12IGSKbILzEqt0+1Xl9o23Gwu6S+xN+5dx3Byvch2Mj9ngwVo2Y+ODAGPdB/JZWXROQ8vPZT/AvOchlTBxtd1GM76eeT14vR6SiYQQOEhwIQGFORDB3OZKqy0xeNa2cDiVxGLXw6FkUkgpyp5THW87JMmEdiw9iaM5DiSqqLkXKjYq1Xu+TvL8ZMoVxY+5Thd+X+U+JE+TsEFbIxJLjmYy+MTkBJZ8HxXPF5IHySmXWi2seGwOpg1LGh+ic0Ec15L4TsvXomPLeWcexGNirM/fmdM8WkyvyQuYMz1ZKuGrtIsKAsnr+9ks7nccPO448CoVOV+MXfld03M0jHMrvidxdXIoR+K4U/3yUq2K+qWrOP3AA8hOTeJrlSVR3OG1SIWXh3MlPFUa35CIQpXPt+tVXO+05HfmIw/mipKzbgWSUp4qTeJcsyK5PMfoZKaIRwrlNeo6twL6umbDEpuJ92LhtVPkmFN3mmteUzUaXkcHSy8YJuOT5Mb5C62Mz3oSj5vXApufdvqcudvBWsXf+Tt/R9RUSFTZqerTvYj3FVmFJ57SqLy4hwul633U7xaQVMMvJIkqnEDdCKfH0vjMOQOBKKrwYWDAiwksaduSh1TTo2RXAqfLqQHbbKXr48Vlerv18WA+jfsL+5PbZXHqpcoSrnVaourCB8+DuQIeyhbwwtm38VrQQLaQR85JSrHsWoesUx/feejEnj3cLrTmhHCiuu0S8hCQhzQlvfw63qxfRsZKYr67BK9Hqa8QoaGKbqyFKz9y+kl2SdWVBz7XoR+gvOny5wGJN/6MVhMhqUDbwmwko8fraqcy2XuBDmaTiRRK1jjqYVWY2ZpQMxTaxUojSnXFsVxYsMXWhiQXIYlQC0Q6ACnHrIgr/D3sB/CprEmaFwABAABJREFU2iKDQKWZnnyWlja03iGNxUVKJkr8fleurwQLwIYLy3AUOYoEG+RF0UX0TySQCkVlhAQSYQobq0XJjJmT7fI9CUNZGK0N3BWTmrosESy1/yIHqCTx7ISDtJm9WVrdLMJJJNGNuB89OAlXFE8SkyamJhVzk0o8LPIy+eC9gveIwkwOBompa1yh+mi126gt1Nd4AfKYlIUSuzZdOImNyRxUgJn35sQmiNcRraiq4Yq8Pu0e3lJlRSTlrAKyZlaRdhIbX4cHDd4jddLI4P5WFjl5/FNuCRfbs6Kk4iZsCXj5c9nJI2fdOnnwYSk6BsPsmOD55fdZ+61qYstGUnTvBfAe9YM/+IPSvfL7v//791Rn5QgjjDDCexk7LVQyXuFEK59PfCazUMp7+92Yz5CkQqVB7tvHPvaxDQncVIJ8YDKDV67WkHVNpGxlOakIBMxpqCRH4n2Ej58qDYgqzO0utxuY7baEfPBgvoTsPuV26b38Zn0JjcCT2L9kJ3GmMAnHj/A7Z19HI2lhIleUv7Go9VptUQgOHxrbW+cLC39UvPApG91nLKkK1iT/t8IIX11eEsJ5NezgWrshrzOXioQrrrvjgG6/h67vr1ZsYwwrQ6+HaCAaJEJvXIRj4Yvx8G5ksneLgcWOYeDp8rh0Bb5dr0j3FveaBBUR1O5Typq+6cxPlIc6yQ28Lr6yPB+TXJifJSQPJSmDeRwJH7Sbme12pPDLcehGJL0bKNkujH4fs5EnnzmezuJ6oya5JBVrKOfNQqUonjC2T5goZ2ws+iSZJMS+htt4KF8QUgmP4eSQKghJG+zw5GdJmnHWdQaSnMWsnUoxJC+wAM3XWLx2Ej3cn82JXc4wSHr5xqlpkdvmul0zgSPsSnSVeiPrBlqJhzmNllEujI3Bdx0kqIg4tB9+GKJRq+NoIoGnnnhCvltPl8s4lcui6gdSzCVJhQXejfBGrYqvVyryPU1SCtrz8LxHKfcIDxW29konseVDY+NC1OnHx7YTVZb9ggQOjgvVEjletxJTbgpjLicaOqIoxAI2v7/8VlJ6/FY2GgyT8ZmvsJuYHXo8fua62lqMf9/IF/69ACrj0M70H/2jf4Sf+ImfeE8ewwgjjDDC+xWsq1IFjAu740nMvpvnaBhXMb5i/vXkk09u+MxhnVkTdZS2uJqn0PMJ/I9xJn9jk6gmqvg9H9c6i6IiXbSymHLL+1IL4GT+2eYCrnerSvnOSOBwqojT2Qmcv3oZX2vcgJNLo5TMwOtHWPZb+GrlMj6WOImyu7cJ74vNFaz4LSFx89gZQ0r7bK+HZb+Nr65cw4Sbx7lGDdXQk7i32w/RN6VHWMaIpIsqVRpEaV2Pr7bj3JqMTwK4thEaBq8lKjOw/slm4vXqgwcFfT0w7/jm6Ql8bbmCN2uxooqoga6S4r1+H7YQ8EMcSTNWdLDc9fC7N+aw7JHwoOritADiODEXZpxMa53r7a7M5XE9/J2WQ+O2hZqQzHuYTrrImQlcqDfRS1C50UTZdYR8TjB3eCiXw4rXlbzSMg0hpxQcB08UCzATzH+SsmicKRZQDQLJU5nzDMfrjG35O3Mrqp2QHB/GE2lUduF+P7KB0wCJ7dz3q60W2lEk6z2eycj7MTkpDftUdOf3jiQjNpKyTh+USwgT6v4x/B1sdTvwKlV87OGHB4oU3zhxSJoZmGdxW5L7bdRMHEX40tK8KKSkxZYUYte57Hv4hvFDm1oSacyks5hKpkVRhdf9QZM3NgKPn2PCOW4SVW7Vda1Bm5+Fblty9IxpS37LBpKCncTUHu8ZOwXrR6xFTE1NyRwNa1+8FrQyPudmdM5DEst7Daxp/dzP/Rw+/elPC1mFjQXvZ9wTZJWdJKWUlGL3IUGZtuGLl4EQizp300XK7hcWCDmJuBXj86NHi/jMuWW8s9SCbVL2KyFqKxwSkw+cti8P9E8+UMZ0Th3zH81W8Jnry+Klp39/sJDGjzxwaE9dgbxBfnlpHlc6TWRNG0nLlCLM88sLeOnKZbQRIJFKwUiYuN6lCop6aDWDFj63cAXfMX1i19tlAawSNCUAIjGAQnqECgp76EYeLrbn5VVKcSlySly/HbDutBKICnmoP8LPWv0EDEqjGUp6mUVRucIkWFLdndJlZo/fRCpgV6uePKDE+e2SokolMjDMhKh1JPoJMc/hEZOkoqg1Kswj+SOXKKDTa2Hevy7qMBJAG0qKUOx4hJHLJz+7GL01Nj98MUQgXvH8HBVbQj9EtVJFbiyLhMnj7YvSjSUS28ryp2CVhLBCgowiiiTFHmczkgXJMlw2AkkgFhxRWHGMJLVbYpujPlJGGuP21IbqJJoUQ3LPpiSQQkEWsvkHzM3lRYS+j7pRh2sn5SHZ8drw/C4eOHYaRU5YxODx8Lg4jiTbhP3EhvtSD+tCVEkasS0Qv699C50ePeFbyFmbkwdaYRPVsCoELCqQ5K2ikFduZXGO90feP7mNjboHbgUm3TH5ni/4FbQjT75r404Rx9PTt6UQqT3sh6XBt5OiW+8LfzeCgdwP/dAPSffKZz/72QPrKBhhhBFGGOH2gKpfVIPjs2nYuuJuLOxqSW/GToyJN1Ma5DH89Y/eh//1N9/AbM2TgpwVE/Dph90OQqy0exjLOPh/PntUKQuGIf7n7AXMdanKoGL6r1Xm8fGJGTycL+9pf1f8Dl5cmYXXo0KEIl3Tg3mudR7+Sg2tbBJZxxV1DuY6ioTdx8vVeZSdJO7P7d4SiEocLGxJYVf87NX5ZG5Eov2iF+KLS1RBFNdxwZDr+NAgrr6gOOYsjKsXN3J41xkKST4P50sbNk2wc4mTB4xzbgdIBmG3WxCFaEeBkEpEVYXKJ7FaSVfyOgMTTlLsaD43fw2v11fk8ySqsMAZ9g3Md9rKRqfXk44+dv2xUE/Shdh5RrQI6opyDl+fcpNo1mqwoxBJ15UGkLCvFDDM+Ho7lsniufFJkZ6msgmLkUdSabFs2ij+k/3comBGC6MLzaacd66DRA8SoEhqeao8Loo6G4HEmtNb2MsyTmcxjwvrCjp2NWtVXBVbWQs5drVaFq5Wq/L7Rx95dCCzzWOhmgy3s+L50sFIhRmOwzBYPH+3UZcxZQGYoD0QO0rfbtRxMpe7SS5ag5ZVb9dquNhqySQKC+Ik/Ww1XgcBTjKRfM4CONVHbjX4PX6mNImvV5dE/YeEKqqtPJwv4Fj69qgachLw6tWrUsjWBHVaF+gORZ3jvdfI+DyP3/u934uf//mfF8nsuz0HG2GEEUYYYRXMWZjPUMHv2WefFSXju3WOZlihn89ITpJu9sxxjaTU59tRU0gqEoXHLAv+zHo64/GkkUbKVPXDue4yXqudg9cnSUM1zeasLD5YfATJPZLw320u4HxrEW7CQiphw++HONucx7mFa2h6XSCbhOs4WAxaMmdCtCIPX1q+iD8z9SBSQyosO8W8x+ZZ1fir7Wp46CTYkwxwob0icSPJG2pclWr9sMK9YcRaNErkXhZRb+C6huZzVvXvlfY9t3VfNiPKIevrn5q4zWbiW6UOvh7TqaQQVmj3yZyWCiqMoxk783hIvOfVkU5QeTEvOc9/uXhV4m6+n7F1yUlgqUtl+b40qFONZbbdlbyIpBGOBKNskstJ4udnMpaJspVAZWVFmsW7ppotI8GeYMzNsTqdyyFXLuJyqy2El6Jt40Que9P4aTC+X28BOqzSSEugi82WEGKYP1R9Dy1pLHDw7YcObRrfj1OpkkT6DcD9ZI2dCyfveS4Zx19dXEDb7+JcvY6S6yCdzqATBKg2G/jw4SNrrFMYh08nU6IOI00BRnBTIwBxrdPEktcVgrnOd0haIdHlUquBM8XNawvLXhfvNqtCTOf22PzwQI7N0uYtd+EgAZ3x/UG5OWwFElLOFCZwrrkiCqj8drNx5NH8hNi43mrw/HOOhvdfbUvMcWC9ifnMMKFJW6DyuXK35wfM1X/hF34B/+N//A8hqpw6dQrvd9wTZJXtJOa0zCuDChII1vudsaBztxR39YNUex/y5rPVvqVsE3//G07iN9+ax59cqUoB5InpnPw73/JRTln4lhNlfMsJVYS80uzi964vy4MsZ1NImd1lfbxZbeEz11fw3UfHt91HPig/d7mKP75SQ9ULcTTvIJPrYCbvSDccYQR9LHdaMEigoUwzpYfjYFNLkvGBebXdwjuNCh4t7M5eQwU9iqiif5d1U0ovtsDRGuIDa0MSLETSWf1J36+UggopFYpoQaKG2VPybP3EWq9wtS0gY9BnW7G+NfiQYNGEhS/eXG77DTFmaq/a48QvxmQVKp2UrAkZ+Tn/miijKAsjsntJaiH5wY4dfXrwpH8xtpmS9ToDtRWOFkkfDa8upI7cuCKqxMLZskW+j58neYOKLQ5l2RJrmZ48XyTOdPvKz5HrTCUoG705yUfZ3pRRCZdkGwT3zTEclO2JTUkue2VuzvRnsOItY7m7CD/wUGkuoxf24YQuglaIIBkMCnokkKwEi2IFxOMheSVvFoSsM3w9dEkq4rdg6DUeF628xM5pEzTCBhb8uZgMZAnhZcGfl3EYd27NRALvRSxi8j5Ju6P1989bBSZoM+kpTCbL6EYM2E2k4i6FWw0GO2Tr8vwPBwrbSdG5DLTjQi994W/XWO3mXFIem4n25z73OZFTHGGEEUYY4b0BxhX02GZHPJ/H6322NVllfZfRnQInxxkXU9KbFjJf+MIXtty3j90/hn/1Fx7Df37+Cl69Xsdjh/OYLiQx3+ii7UX45tMFfOqDM3hoWk22fnH5hsj0sjBHRQeGvSSQfGHxGo4ks8jvoBh5vdrFf/nqNfzJxRUkrQQeuy+JU8cNHMoq8gH31/M91EIfds4FIzSqagzyD4lXWGTo48WVOUwlMyKRuxvogtj6LJYkC8o9J7QSCLsO171v+Hc9quzEUykAo3XuG6QsLorjw4XduHb+bGkKJTd5k5wwSVEHKZO9G3DseV5Z6Gb3lthDUVmlpyxKjyRz+ObJw3i5soTXaiuS+/EaYIJXD33kZKyUvQ6ln9kJKDZDtDpNmBijd3rUE6lwEl4WOl1UG3Wh+lvpFIxeLybKkDCklP0c08KD+aJ0yp3OFWQZBglM5xt1kdCm1PaJbE4sf7b6LnLbp3N5sXtihyTtiSZtS9RJP1A6GHtPFvIYk3I5Eob4wuwNXG80MNtqyURQqt/Hw9kcOq0W7Ligx7F6q1bDm/WafKfMmLzywfLYmmIzu+loi7S+sE3CUJOKLUGIMffmWJi595epZNlqyvlgJyZJO/PdLj4xOXXLCCu8J3Fi7OGhjsvbARbFPzZ+SK4RktLy1mrN5FaD+QmJKus97Jm7cgy4aEIT8xlNxmeuowu97NS8G54pw6Di0yc/+Un8zM/8DH72Z3/2rtu/EUYYYYT3O7aao2EdjTVG5i60Ml1PILibCPh8RnJehjEEyQ5sKt5q34T8aU+hnkiiFdalQZRNliRdsNZLpcC0mRPlb6WoEuK1OokqbMakVSPnXEi0buD1+jk8U35kR/tJckyjV5VtJGBjJWgKUSVtqrGNogRqtF00+nAyLrr9AB1v1QZUq89Xgjbeqs/hqdLuFRUZL64/5bwGOKdCVXvmIbSFWW2HXc2ohnMaUX6Ul/voGwmZuDR6VIrvIYwTmDXWQH2l7vdnpg6viQeoysHrTE9u3+76LFViWNcmoZsk+aDHPCQBP1LtxU7CwIfHSziVS+O/XryGha4nZHmOI3OeRc8Xex5OSdGa9Ea7KwoknE8j2aXk2MhRUcXneTTwUCGLdyo1XF+pAm4KfctCL4pUjpFISFzO+PxoOoVjmdRAPXEYHNdLrTbON1qSCx1KJfFgPieWRJtBmlrLJVEEJbmD54PqiYfTNj4+ObFGoWU/4H1Cx64TzTqen59DrdvBYqUiudtUwsQUEqI2y9o8QfXGr64sisImrx82aRxLZ6QpYNgKiDE6r7dhYj6Pi+8h2XwzrPhdfGl5Fo0wEHILXSderS2LDexzY9O3RDGS9yStFMR7kj7WWw2Ox/FMAYdTWckBOVZ5270tqpiaqELikiaq6H1ifsOFtq6a0MT7NXkAmozPfIbzH3cbGZ/ft1/8xV/Ef/kv/0Wsf9hMMcI9RFbZDDdu3JBklkoJZOJtlMjeLYGQ7j7kg1SrF/ALyBvRVigkLfzwB47IQvD9elnvffj8Ul18ufMkqsSvpywDQdDDKyuNHZFV/o9X5/DZy1UJQvjAnG15MOb6+K6HbEzn+lhud3BNutlMUXqhD6NS9yCMAeFFRjyM8Hp9WTogd3ODo9rJlFvEhfacUhAhY5kPdErIxRGOqMiJlhzUtoTcAiGsDCtkK+YvS59qrOyELQoOjbCJNi1dYiWYwe73DYxhTMgGGizoMoC9XV1aG4FkDdOwRFUl0UvAh1JFUbtN38cCbMPGXECiii9/Y+DMv5G0wjGgEguJHwWzhHqvgkiY3VRo6SEwPCT6fKclih7V+Tp6+QApKvYklIqKDFQckJF8kTFyA6uf9eC4VqIlIavEZwvdqI1Or42yNSFqL5uBdjvj9jSaUU1sd/h5Kq5s5Ae6X3Dfy+4YMlYG71x8B2G3j6PTx9CsNnHxwkW88fobUgAenxgHxnroJULZF34uRIhqtCLnJWetdgqQaOJhbcAj1xml/jZxL5fxClakwJsyNWvWRtALUAtryFuFTW2H9go+6HlPohLV448/ftuUgobhJGxZbhc2I6psRWjiwmfIysrKwBf+bpOi44TEj//4jwvTmGxd7tMII4wwwgh3FzabcOM9nF7ufEZ9+MMf3tC+Tbye+9qb2rgrug/ZJEAvYT4TCeYmWxUKn72vJItejybfEMMxCNdzsVmTwqruWuIRs0jU7oV4q7GMZ7ex5blR6+LH/tvXcb3GjjfVmfPWQgP3XXLwU9+RAhI93GhU0eiRtGDCNC30xK5kmPLBHEJpGVb8Dq60a3i0sDvy8NF0BlmLEs+KnML9EEUQnsc4lzESQwT8VT7+AMMFXrFHjXOaQ6k0Mgkb77ZYvKaVjupIVO6ZBlJGAo8PqcGsl8m+HV1aG2HcTcFoVpEzKWntxSo2CuxA/PjEIXy9voyXKosI4m5QFr+pkGJB2ayQqEJLHl4ff7I4J2PKYfT7Eea7HeQsW7zNp20XN+YXULdN2Cal2mPLUsmt2LGo1FEeLZRERWUjsBPvc/OzouBCYg0tcc83G/jg2Dgezm9uhcN86ZnyGA6nUmKns+L7QvRg5yLPP+XMDxJc97cemcG55SW8dvYsJool3FcooLGyIvE+v2OMD4NCHq8HJIonMOa4krfzGL+0tIhvO3RYxo3g2LIWwH0dLiqxwM4C5mbWQRx/1gpoi6NJG9y3BXYmNuq3hKzCySVe2yxwUnHmdkMI79t43t8qogo7Lllf2gmhaSsyPgu9fM+dyAeHwVzmz/7ZP4uf/MmfxN/7e39vRFQZYYQRRngPgTUzNujyWUzy6EbPFOYKbLS602D+QrID42Ot0M9no85rNgPJzmxY5DKc02w0R3OjswC/FwhRRTdtkqxNIvxyUBN7oO3qvPWoIs2cKoPgvEeAiXQfNc+EF/TRDT3Md6owTMaWcb6o9zVeREE+1ji53FrGQ7kppHep6jKTKmKh21RWR+jD6pOMw1xO5SmMjwfzNfEQ8IhFOWWtXuRg3od5FmPF47mC5ARX2u3VXCz+HIfzwVQauaGJaJJwee5IbOA8zZ3IjalyQtWQa6028paJG91QiEj6aE9k0nikmMP/dfm6KLDwuLS9D2NtEutJAKFyybPjZbxRq2HFZwsCZ18MIamQvJK3LSFhTIcBXux2EdqOEMETvZ6MOdfn0j0AwOPFAp4eK64hamjwunh+qYKXK6oRnrH8hWYbZ+tNfMeRaRSdzevytD76tkNTeLNWl/dTPadoO3L+bgVOZPOi+vjyhQuYrzbw8PHjSPkB5m/cwNm335ZaCWPXc46JuVg5xrFIGorwDlUhTRMfKK02zTtsHhZl0rV1FI4flWI2Ay2tSFSh4qf+HK/5G50mFrwOppMHa83DewhrQozVGd/fLqWgYdjS+HH7agSbEVW2IzQNk/GZz7BhgWR8rYx/p8n4vNb+2T/7Z/iVX/kVaSZ+5JGdERPfD7hnySo86fRHv379Oj7wgQ9sOTF3N5BVdPchfZNZJNiLpLcuUOv3rw+CiE4Y0zaGXqccmxcCs1GAz1xbxkcmC8g7G18al2pdUVQh25MS3YQTAZVuiOevdPHYERZrA/R5M6cnMxmgfRarFOVVBym6zEufvmutFp5fuqECOtvBoVRWirbbWQOdzEyjFrSw4LEAq4rZg/X3WeRV7OBhCyA+0Pm6FXcYri/yCimjF6IVdcQrkqxnU7o1RWpFlsjv4/z8eVxvXZGbHG+AJEVxMv92yWRvhERsCbPsz8OD8nnX4E+1aAWtqCGyg3LMg05OFeokYoUVMq8zZk6IKXO9K+hJEVioy+gZJLiEaNd6qK40MDFWFsukVYh+OXKJIrJWfkuFFKqpkKhC8ot+nyi69Dto91pCctkKlO7u9JoxScZAq19HN2iLegzJLAcJnuM3vv6mTBZ94ANPqYBgAjj9gPJQlIJecxF9MwSCBNKplBT4HdeRjsxmVEfWzA3GPGtm0YqaQjTRNkFUSeHPaXNjr7+wT4l4FsHXfjf5GRJ2/J53oGQVspHXS6zd69gNUWU9eK/m95/L3SZFx2fC3/gbf0MmIj7/+c/f1I0/wggjjDDC3QvGGbx/c8KQRJXNihLaoo+xyp0oXGzUfciCAKFjCD6PdtLVJoSNTYj3RMh4Xaw6V1/ne70+4/geXq8tYcJNSvcPC50b4ddevC5ElXLakQl3xsN1H7g47+H583VMToTwhN2hZJYpkbxZvY2v+4jwanUBnR6VCxOYcNMYc1KixLHVM5/EhI+MT+LzC7NY8ujfrnUNlaqKZah/1bjEiigqLF+zfWJg+sN4nSojQYB2QnXguczDJBdSyRJzIcsP8Qdf/lMcyhWk24gT+jw/t1MmeyMcTWdxpJXBm7UVseHRUPauPXx2/qrkryxuk6DCa4HHRE1HqhrqQvCkm8LJbB5XW028Wa8MisMEi5UkU9w4dw5WPiOFcC1dzpzUTVDuOInvOjwj+elm55DX6iuVFekw4zWn38cOPb5OKejNZLMJEj2oYHK13ZbfeZ0tdLuiPvqNk9MbFpP3g0athtnX38AHT5xY9cM+ckS+P5Ti53f3q7OzqJKsb9toxzkNSSu8Pq+3W7g/p3I0Fn6nkilcabXku8h9Zd7TCEOcyjGf3/i4KcXNIrjrrN4LOG4km1Fd5aAJd4zFeV+607n63UhU2SkZn9cFG8D4fOG9Qhd6b1c3pwZJkCSq/PAP/zD+4T/8hyOiyggjjDDCewh8LrE29uCDD8rcx2a4G9TvG42G5F9UGKQlps5fdjt/tFUzMUGiiop7Vl9jwy/r7lTmeLNxAadSR5FzNq4Ts15fC1ckj2GTpHxe7Ici5OwIi802akFTpBdJklatqD2Z6ximu+uGXq6nFrXxSvUaXNNFxrQxScVKyxW1661wPF3GgtfExdYKOhG13FeJKvw36vP41S8qjzFWVSqFQKMGQamq6HynL7Hlst+RGJlzUSTlM8/RzchWv4/FxQV84fI1iU+Yw7BxgnNrW11ntxpKcaQoCo5UK9H7TDC6v9xu4zeu3MCyTzUcBeaAfB/zFJLWeczTSRcPF7I4nkniQqMt6ij6vJEU0gpCTJomrswuIl2agLTzxmNMIj7P2gfKRTw3MQ6HVgObYNnz8Vq1JsSNsaS6lnheFro+vl6p4RNTWzc88vOvVuuo+5y3SODtelOO++OT46LOcpDg8V07d56Tqfiup58WIgNx6uRJITeIWuDiAs6GVCwC2skU+sxp3KSM78VmA4/kiwPS/OF0BmebdcnfqIjIa5DjzBoB89LNQEJKKrEqBqDJ/Gz8phXSQZJVeN/hvDGJfIzv7zaVkFsBnkvO0exlXmojMj7zGV4bVCtmDqPzmdtNxuf1+2/+zb+R5Q/+4A8kRx3hHiSrDEvM8YvLLzAvRBZ19U1rM9xJP8SNug/X79tOAqH13Ydik7NBkedQ2gGWKS3NwmcfjbCPNtkbUrg08BuXl/FHsxX8yP3TeLCUvenB83tXltEOeyi4phSDSX5hkY138tlmhEK7jyQVYWLZav7JI0GkZyJpqcLhesas3+/jhcoSCrYl/uT8+3js+/5ofmxTmdyk6eCZ0mnMdyu40J7FgleXoIwPd8XepOIKF8UtthKKKaxVVrhzOjBSNjcJ+VvGTGMmOY15bxle5CFlJYUooN5joWN2MfHAUaRajtzgOInAYHphYUHGn2oKd8r+I5PIoWosDyrYYm4kDFFFMlFicwqD4FQIKKqD0IIj6+Bvy9F8bA+kNWkUmYSf8hHg2ANH4Sc8UWvRZXVuj7KDJMRsRVQhuhFVa5QizmCf+Jk+pQHbW5JVGJCTPc4rivusv/8hfDSiKhxj6sCKV9oGhw8uSijrySANsjEZABfDPJb8BfS8PrqdrjwECSrPBE6AMBEOgomMmUXJKqMWVtHtK4UVjuOYPb4p4YTjKdZX8fdNQ4X0SsnmoNDtdoWowsSM7M73A1GFySiPmefy5MmT+1rXdlJ0HE/eJxgY8d/119RBgknx3/pbfwtf/vKXRVbudsqejzDCCCOMsD8wmWZOw/yAhd2tnsfDhJC7pftQQ8fF26lFbtd9qGEhIVYalOV1YmJGMyJVQWEl8PGb1y/gZKaA7zh0n6hsaPC9s50W/uDcwqAQ2o1CKYSSvs3C8EvXGvjEZFKKuprgoEZ1VeHkpr3q0yKojbCmisskWVB++0gqhwfzYziaWiUtr8fpPLvDXLxZq+KV6rIQH1iutE0WnlfjPtVFqK0/b7YOQqwEoj2cH8qVpGD2dmNFisyM6kn2IMGDSysK8PjRU/AWl3HhwgUZc8YunEwgsZWFoTvRcUTSw9OlCVHflN+pmEJbIJE5jzDndQbjP+gIjUk4lF8mDlk2ZlIZXGzWcb5VlXxnTVmeKitRCKtYgJN2cVSsTtnR2JNtsYuuGQbi8b6VIgYVXea6bbnGhseKyi20IKKKCC2BNgOtcC63WmKlo5VIeC3yNf7tgZgYcpA2OBspgfKaIQmBy9tXr8DxfZhBgFarJb73tuPAcx2sNJvoZ9W1bMTKMCJV3u3K9UXSCu2N2K242bWjCTjKinf1Pbw2s9uQu3YLNi6xgenJJ5+UmPteB7/3/C5fu3ZtT0SVnZLxOa5UkuT6daH3VpPxaVFEosoP/MAP4Jd+6ZfeF/npCCOMMMJ7FcPPA8aXfGaQFM2a6nZ21He6oZi1faoXkNTLJrY19u2JxI7naLZrJiaKdk5qucrqnaRf1tPDQbx/pTOHG51FnMndj6Pp6XWNxz4W/SUERiC1dCoDUtVB6vhxjNUzuzDjhEERslUsbCf6CHuKkK9XqfMblpzPtRaQTqTRjQL0jT7ydhLHUkWczk0is4niCuPnZ8vH5H3vNGn3WBVFwygmqjASl17XmHSv1CRXCSqqdUD9xt+p6N4zeihYNp4pTeBap4UbnTbG3KSoKPLNKcsUq5dyaQyPJbMSAzFG4XhXKhWptTJGuVMk/Bla7mRTuNhqC2mEY8R4n8dXC0O02yqn4XHrWSQh6Ih9KYkPCTyQ5zVi4LOzi0IIH4bOUUmMePLESaTaHg47thAtuM6UmRDiy1yXlqZbx03X2x2Z45t0V8eK201ZCVxstvDxybFNHRF4bb2wXBGrocmkUpoXdXg/wAtLFdyXSR+YBaY0E7/xBur1ujRYrFcC5blm7aRXLOD8/A3k+pA5Gtbk+70+rFQScB00ul248Xxx2UniyeKY2MuK7Q8VSE0TZ/JlHNqCcEJFG517Do8Fz+hBNhxwzpqKVBzTjeal7mWiCmsTnC/fb9zP64TzPVx4X+b1wJxGk/GHlfFvJRmf5/Df//t/j3/6T/8pfu/3fk/O5whrcc9d3dpKhwQVFkp38gW+U6zdzboPh7GTQGi77sNhfGSigK8s1rHUJXuXxVlZg/zNin+q+D38+uVF/Ew2hUysnvLSch1/ulDBhZon3Ws1vycRjViIa1as2ImTv0smMC2CVh+2DEy6oQHb7KngZB3YHdeIi4ghi35eG/NeG6/XFvHx8SO4L1PAkt/B1XZNHgQF28XxdAE528VMehxLfgu1IETY6wweDGvGSPaJKina9ofFfNrf9OGYSjGE/9kGLW5sTCcn5X1XOzckTHIT6kbFAJLIWGlcn70qY/3Rj35UVCh4Hunxzp8ZfLPIq1m9twvcHwamilijiBGKqKJIJ/KewZislTHnZ3jpUIHFCBOifKJDxcFoyrUGpPJJYW3TbIiKLiSp8PojSSWiFdMWWm/cHyqnNHt1RWzpR2K9ZIH+nDpQ3brQRRUSHtOazxgGzL6FoO8JKYd/2w1IgOF6uW1t48NzyfsJH2rDbPqNwPHm989NOcikM3Kcnu+hHbRQW67h8y9+ftCJJn55yTFkrRy8Xle2mTRTA5WVjcBOUSqyVMMKEv2E/M5khJ9PJlKyHARIviJpgw9qynK+HzzAD5KoshcpOrGRioOi7ciVuwG3RR93SsrR+ocdkiOMMMIII9y9GKjeDZHZSRo9cuTIjj57p4q7m3UfDu+bxKjb7Nt23Yca/NuTxQl8fvGakAnEC11vS0tKc3KzVcOrlUU8O66ImiSlfHFpFjc6LXj9UDzDxaOaKiYSQ6scwjSpQsLew6Fj2IAcsn73+HdKAWs1l1bk43xzBRdaFdyfLeGZ8mFRj7jaqWO+25J1TiezOJrOo+y6eKJUwqxXFdnoalyMXLPN9WKGWm1laAciWiNRGcSkD3kaJzIF6foi8WKYdEEp7TStcPrAhevXJUY4fvz4gFzL648ka8aszGmYp97OyWHme0wnSALRJA56veuMZtX2aJWwon8XP/heiK9VFvB6bQW+kONX3yDvl9cSCPM5GBGL/IpgQrTCAHWf+YSYxG65j69UlmR8ueJmZKNou6KmM8A2YfR1UVTpr7HMUT/35W+7Javw3kE7IhbxqWzC7sBhdZGd2ODwWuQ6irmcEBB6vQjNdgftbhfXzp1D9+y5Nf7ff2b6kJBy2mEkdj6TSeaJmx/44VRa9o0KKyVHdS+yM5TNNCcyB9d5eeXKFWksIVFlu4mxewE898wtOEnDwud+iSo7IeNruyCOtbaR4nLQZHyu/7u+67vwPd/zPfjn//yfj4gqI4wwwgjvEWgyOycDOUezE4vJO9VQzOfopUuXJHZgPjM9Pb3hvm1Hvt/KynQ9xp0iinYWK35d5kKkjXSIFc9aMdtO325dRNHJIW+rZ/uyX8O7zStgFX4i5Uispur3qwrqKqtRgS9tQJWyiqKEmHwtQZK+sVbRJAbnPtqRN7BCqXhtVP0O3m0u4onCETyQG0cz9GWOph54QmA5mi6g7KRwJF1ELQyEIMEGYK14uGaM4g1yv3QT7er8kVLjj3o9iSuztoPTuaLEtIueavak6iHB+R+SvGl9urS4JHOCJOvqhmLGD4x/tf0HFzac3k60QkXJyTl2nLv10YxdD4bzGV7xHAM9o8X3Mp97u17HikfFxtpN6xZ1GapQ0nJHSESeqM+UXUfGj/NkjYBWQVv78VxtdfDSShWLni9EF5LouQ6J59f2y26IehBiseshZ6+SzvlvwbFl33ktHM/sbtzDXk9UHbnnY64r+RG/VySSca6G53krUgHzOsnJqBaZSqGEkjQjL7Za6LU6+NqXv4xSPj+4Lu7L5DCVTGPR66htOsk11lIbgZ/5WqUrOWFSXBmAakBbV84rpg+0gZr3HjqH3Knm+NsJrfR/UESV9eAYsr7Bhd9H1rKGyfjaRuqgyfjc1q/+6q/iH//jf4xPf/rTePbZZw9kvfca7imyima/rrfS2clFup3n4K3sPqT6y2YB23ZejZt1HzKYeKPSwVvVLryoh5P5JJ4cS2GpG+K+dAbdoIWlTqDMu2OzQKUdooKZxXaIi80OzpSymOt4+OK8UrF4sJzEleUAXsRAp49E7MvNYmI5q8gg0oMoMm5rox2qnIQ9SgTHNIlBZyD9elQnW5KdgAYZvizamaj4Hv5k8RqutOuoBG14sQf2tU5dfOE/PDYjwRDZvvReJBOZKijYoIApNkA81rgtkaEBzW+oAsOOvbSZliDKTThY8pRHnw0HrbANO0GxbBWw5RMZnH/1rJAFSDJiIZfBjpaWYgcai7z6JscbmyauHORE9GYQ6b8hrz3lULgamKjgVAevyr+eTO6UkRE5PVoFMUQeyAHG/wkBhbZKpvo9lUjB67VjkgdJTP6A3FLrr8AJHeSsmwlYrV4T1YGfJs9BJOeVhCFbCCZ9JBN7e6jvxQ6R49TqNVAPK4Nrh2SVVJTFay+9LkHtTtRFSBZxjRQ6vbYch4ySbSDr5HCieD/606pDmt0E7PDjtaCDojwL5Tu4X5WdMbECakdt+FD3LFoeTTpTB6KswmuXAQGL2HfK1/NOEVU4QcPC663GVlJ0nJRkJ/pBSNHxmfBzP/dz+J3f+R1RVBlIvY8wwggjjHBXQ3cL8bmwGZl9M9wJsorOv/gcvf/++zeNHbbat626DxtBgHcbDcx1uqJ2cSqbxZEUJXwTKDs5LHRaQlZZ3SyLuvF60cfbjQqeKk9Jd9MbtRVcazel2Pn0yRx+92sV+GEPtmXIuPtBX+R+TxxWxUS1jt0h6KsCsLaUka7Gfh/nmhV0wgAp28ZyrAwixPh2HXPdJj5YPixqLMw1sraNWqiKczfvxdrxXW9rSrsfFscov83tModiga8R+rJd5lckfbCz70jPxGsvvyLnTctksxONy7D9B4m1HB/GJsxpbrUqHMHiInM+1YSgwM7AYfK9yvt6a17LWzYOp7KiTvP8yrzkGGvGSxP26d1u0KrWwISVFNsd/pUe43o7fO8fzV/H98wcR3ZdFykLqJ9fnMW1dkuKwt2oJ4QgnsMpl+OviBvTya0nZdT52+g7E3ef7gLc7xdXluRYmFezg5I2RFPtLi6dO4cnnnhiS2tkjftzOelcpSx5jk09/T46lomT4+P45kceRbNWk+uCUv6saWi1wKM77ETjuHxofBxfXV7CclyE5vfzgVxOloMAJ5uoxPHUU0/t6h76XsWtJqpsBN25Kt2rsY3UrSDj0275u7/7u/Ht3/7t+Lf/9t+OiCojjDDCCO8RUPmAZHY+h3ejBnAn8pnh/OtDH/qQEPD3sm+bNRMLmThsYNmvivVP1kxjwi1LA+KYm0fYD1APlSWkmieh3U28b5y87QVYCepCViEh+2zzCrwoQMZMypwOlRgZ+zF2ZNzGuIpxIRUA9UxPTF1R+6MJ/qJQGW90eDz6qlbvJmxpMGVkzOyoHQZ4pXoDC15L4t525AtJP+r0ZI7m/8/ef8BZltfV3vA6OVWdil2du6cn5wAMQwZJkkGQ9CCKIr6CL4hieBXvvYrPfQSvAcNFfATvBa+gAhKUHIcMM8DA5NTTubtyOjm+n+9vn3/V6erK8dSpvYZNd1c4Z4f/2fsX1m+tm7r36ECyy+JhCN8Q4yHILwTv9MwdpPW+Aske5QpsVkaKORWrFfVEohopFRQJoiIfsMFnrCrLJ09raGrarp0jo9BwRhkH5XDiVnJWaq7n1+I33qIddRNTgbQc0RuOIF904Di41nzNrSw+KQdSSXWFQzqZK+i+yenGdbpQVTLUUCXcnYjp4SzXpWrn5Uy+YH0tb5iioq+cG9LT9wzMS1T53JlzporCvpDTlGpFy6GwIMrXqrqq21N3WQjmWDDPZIf1pZbm7l+AU7mcbh8b00SjV0s+cl06rckHH7R/cz9ZygYnHYnoUDKlBzK4MDCoHlSBAYFEXI/at1+XXJ20dcGGIs9qbGGwm50oF3U8l7HPA0faEY7opu5+I6ysFeRZzg4aqxifqLL+4LPDfYCN4eWFyPhuSGO1NRA+Cx/84Af1B3/wB/rUpz5lwgc+2pyswo2Fhw7TQiu1OdjsQAimJ81RPgiwdRdb6OwbD9aVTB/yAPzPE5O6bTg7UyS9Z7ygf39kVNnK7EQakm9MlYVNbcQZvXjI1eo6mSkaWQVPPCSX98SjFiRdsyehO87kTD0Fogo343hE2tvjyXzVTIK6gQYjlgCIv0EWcZ6FTsralRB50OI170Q5kGJm/8fLJU1Pjag/Fjfvd/s1+3pBd08O60n9B9UdSWqklFFHKK5CjWIjRe/G+Wj4vc+gSefOPOZrHuFmuJZTWAGVa1MaKk3NyOYlGqofEHNStYRO3XVCXZ3pef3SuAYUh9hofDvFFTYKNzSiHXGF4HcjgqLOcFq5UsaseYLYIHFmm4IazvOsH6WVQpUIphRSSAWUaeaQW4zSUmt4hzd2F4JEKtypUqVo/pi4Uc6cA+yXAjUNV84pEoydp/hBII5ND4gG4gqoaAQR3gNFFFYh+8K2GCCToEJCQB+ue+oqzuooHkgotIJbG8c8Xh6ZseLhyPOVrM6OnlX/QJ+uuOzKZV0nyCK7ogMaL48ZYYXziKVPOtytRDCpQCpgQTHNHAhoPPiabWFmFFd6excMQDjmfbH99vokOBCmIFnx53pNRVNwXKzZ1E7YbKLKZknR8UzAx/1jH/uYEVW4nj58+PDho/VB3Pi9733P/j7XSmc5IKfYrEnE5unD5eRfC00iLmZlivLC586cNStSIy5IundySvkqynwW4drPVeshRYJVi9Xn6iuSR2TLJXVGo3okO2VFT0jqt1ye0v1ncnrobMFIKqaoEgzo+ktj2r8LKW1nFTo7ozj7/4uDSbaqqTa6QiJxrke2D5dC2h9Pz0gDI9eN0sq+fKd2x1JG0oBMEg2ETP2lORo734RollTeTM5HAfN0ftqO84cTg3ae+E6YQoxNIQa0K5ZQZ7ao8Uce1nXXXmu5yVL2HzQcKPK6RnSzWuBK1+lywMQkpJsTuYwVvJ1dq3fMHoyk1HRNUDVBqhlVkfFysWHtdP4J9CZMvXNGtnBRCgumuKZLJT2cnbT8070+gxCnC1l9+swJvfLQ+bEUUuRn8zl1R6K2r+cKeSui5ysVna1l1R9L6tE9/edZUM0HrIoemp62orKTx+bv7MP+xPIb/FwjiCoPZaZskpANJaEfDw+qY3JKL1gBaYPp1Mf3D+iuyQlNlVDRDOiSjk7d2NOrWDisWF+fxadYk803pOEKeovZSB1Mpqy5wHkr1+rqjUbNCmut+YezwcHKikI2+9Pu2Aqiylw020gx8IBSpyv0UqMj33HrYiUqTefOnTOiypOf/GSTzPatf3z48OFje4AhPQZ0af6xreT5vtnq9+Rf7CvP06Xyr8WUVRazMj1XHNaJ/Fkb9qQGP16a1PH8aRWqqIZ7rxe2YWCvh+LI1cD9faI0pVp8j8bLXi6UCiXsm9OlmlJRz2IGELdBXDmdzc/0iM5TT/GETCyu5jfmP9NerFyus3du0JSR05q994OZYSUZnIynZurxU5Wi7p4a1u54h6nh8z7dkbgR8BdKoJqHA9zfA9a/gQSeVw4993BEXxk6aXthBJhQSHEGigMBXZpIqXT8lPUsIKrMp2zP9URBko1aPDVXchrq3835DjHMRsQZ13aldfvohPJVhqO5NrOkIVMDNTukWUQaRJXuaMQIJ/Tjqk3XzbMz9a4o54DcZVc0rMvTHUY0+frgsAaLDBM3yP1WI67r1sERi7dv7D0/H7hjfMLUEfcmYqbkQt4NyWWs5L3GoVRCN/YsnkN0NpQVj2dzikPOaawJlF1QV9mzglwRgso3h4ctp+pqKDBOFIv6/NGjui4U0pNvuGFZpA324dG9/abIgrUq55G87NquTl2Z7rbPCbaobM1DGnfddZd9hh0Zn/h1IWIMRK3H9AyY9TC5J/k26ixL5X/LAaQJ+hWQr+gd74QY2CmqkL+hqLIVfan5yPisC/IZho0hMrl1sVyVJj4LH/7wh/Xbv/3b+uQnP6mnPe1pG34c2xltQ1ZhMSGfs5qCxGZKzLHA8Z5favpwMRugpbwPH5ku6QcjWXVEgupo2PiczhZ1Ll9RNCj1xLyfnSjDoPUkUGbvea4MGtB/nhr3/PRCns3PuXxJU+Wq6mHp8EBIY9mqqH+m4lK6g4ek99Q0MkrDg9AFQogoe4yJ2swD1sFUxRoPXB6y9SZiA99j1wrVurE8eyMeaYItGYpotJQ3ua0DyV6dLU4qU3bB2Pnn1R7SsyIyCtQ9yxsnjceZ5EwVsW4p59UbTSkViipXKWikMmUPIDzgy1NntXtfj645fCFRZT7QXHYPP9aYk9bGa45jcBOK8xEUPLucvNnqQA5B8WU56Ax1KxvKKFOdNgY0YY9diwbZxEmGuzMdUczIHZWGtc4sj9kLLrwTNhs5ciZ6Q7vs9SB3mJ9m00yj/VcPGmFlqjpxHlmFY8GmiPfj5yKBmIKBsKo1hA2r6gh1qSvUY7LcSxFD0qEeTVRGVUFhpPH2KJrw9ZU80LLVKQu4OcegXCxpbGRCqe6k9u3bu7KkKhDRruhuI+Cwfjk/8/0+gU6zLYx7+KG44myk3MNvbqLkrf2UkqH1n3hYygaH9VA29Zn6gse2XdAKRJWVSNEhXdncAGBKYL7zz+/h4/5P//RPZv9DI8GHDx8+fGwPUJzlHs9zaTWTM5tFwF/u9OFS+7ZYURfcMTZuBTOa2G6a6/6pSSMhdESIhyB21JS1CbCQoNXPhpBecIi9yEdPH9WL913kTbLVajpXyBpJ5FmPS+rQ6aDODlcUDkmH94W1tz80458+m5W4MNibfLtQzPp8mEt4I4b2rIW8ojN5TsVsi6rQ4O37KJ1kKtJQIatDyS5d1tGjn0wOW2GtiKfPvO81d79mv8q+mWpgpWxkjr3xDjuOkWJeY8W8ESLOlauKZQt60vXXaqD/QqLKXJiMc1eXbc0qkjSSiV2JSZxdEMTsudcR8gU5W6BBlHHF9KXe8yn9e/W5wZPmw16oeeR27zixcvVkzF1xl8yiNxqzYx8rFe08eGY6XmHbWTw1S9EcTnbqko60fY//yJqcGie/w34iT47KyHAhr11NKin2Ho3JVWdtw0QdSkAoAP303v3aFVu6MHtRKmVEkIez01bQtXQtIPsa31supiplU3mBpOIVSOsqIXOdyys4MKDoCgkMh1Ip7U8mlSmX7TyghjIXc4c0KKo6tUBUTajPuAbAfBOKyXBYF3esn+0P1x7yHEocSIMvRtpAGQdSE58/rlc7EFU45s1QcV0OKN46Mj41EBoArAuIbtzzmxsAC1km00h6wQteYASc973vfTtimtSHDx8+2imnQdFtPkJ0Kw0Uu7ogRMqlrN8X6tEsZWVarJZ0Oj9oPYlUKDnztbGKZ+tCbRVQa3VN/gusR1EaKwxafNof77M4L1fJq+AUzgtSKoJ1JkOoVbNeIe/QvKR7rx/iESUWO1p6RrPDrNTyPRILX6+rZO+dasTOKEpENV0u2WDxgURaD0fHLf8gZncmRc3HM/ffnhp+07ubvWlNk5WCeiIJs2Uhvxku5uz9UJMcGitoXzysZ1xxraINa6DFQC0eeyc2rtX4+LjFrtRbiVdcvXU+goKXY2CTUzb1DIgfy6mJ708m9Lj+Ht02Om7Kiww1uKN2M8HecXsH3xWNqTNMfli1PhgKjsUmv1tbH03KjHz/yQP9ioZC6o9HlWlSiLQtGDAXg3ytpttGxs8jqxAPDxWwcQrZsXBMiRDvXdFUqaLLOzv0zL0DSpAoLwJ+95b+Hk2VyhoqlmZIOOQPj+vvNVWT5eI46jDlspFfzEa4UlF5YkK1aFTRvXtXFA+Spz2qt19Xd/VYPkru4XK3pYY0iFuxxaXmQQ7svj831mYf+xiuX0bet1wgWkCPZjk2OAwnUN9AxWgxG9ZWRysQVRYj49NbcWR87hkPPPCAkfHd/WIxMj6DxG9961v1kY98RM94xjM2/Ti2G9qGrAJDcrXBzGawdlc6fbgQa3ex6UOHY9NFY2pCVOF3T2ZKOpWBiCAjl5QjAXtQpEIwX7Hc8ZRHXHDgAJPyM6fG9cojfVY8q1TrioQ8mexAqKberqCRX8Ihr2TLblowUUNJBUugmqJhr9jnirqonTgZMBed8LVKU+3QSdE5CTFvkrI+I2HXzFB0u9sRjuum7sN6ODOo6WnkhM8vI9s7OjKNCwFMOcV7ESbn0uGUpsoZ+95kOa9coKCKyqrXa7Z/nMBwKqSpaEnHc2d1ccd+e+18taDBwqgy1awpafRE0irXypqsZOzYe6Jd6o/22DrDXoVtPoICRRsCeW5y9XBdp/Knla3m7Fiw9ukJd2tvfM95di8QIrLVrAWNcSO0UMwPandkv1Q/q8nKhAWXcKGDFG3rQbs2M5OePNiUVxnpPsKJmQlSJkohucwqqnhl9oD2RA8qEUqqVCtpojrWxPbmHTymNcGoraG6p7jC/hVqOU9FxSZhPcIJrxlW2P4eVMUUVRYiqrAvpXrBXgOFkXggqf5wRLla1hRVIoGoKZhAGFkJSAh4d1AsFO3BQyASSYQ9v9BVgP1brs7d3Ek0GgDsA97yyGtTaHVB0UIEhbWAdcgUAUXmxaxiCtWChkrDylaydsUTobh2RXepI9waRdHVkHM43la1x1lIio57RrMUHeuDn6EJwGfkz/7sz/T3f//3RlQhwPPhw4cPH9sHxIprUcPajOIuMSuka2LZlai/zC3uLkVUoQh6PJezghmxa65S0alcQRkLygPKVwKKBmpWcApVvakyfgeH09mcxotekef95vAZm8Q7W8haxIpSR71e1UX7I7ZR8HSTjfU5KoQA4rqzpFlYzniu+sqs8La5WDfsgZDDZiJw9phnzcCvSvfZMf1kYkjTWLYuYkjUPHXpvtIbxSLJI6tQuBos5lSuVky90hQlyygv1lVOJ/TDwoS6Sp1mqcr1OJWf1vEcKh8VDcST6onEjdjDpGQ6HNORVJf6Ygkr0rERQ7n4hMYyBAUnoewUFB7OThn5huvH4XaGo3pMz27tT55PJKDwi0c4eR82OpBqdidSetbAAX1r5KyGSzkzsUciu1kPdPbsQCrJmqIM8ujE9kaKYV1YBXg22Qw0FE2et++w/cyd40wgegMPTMS5XBFlGyj9vCfTciiwjJYKZl0DgcYmVRu5Er+Hygpfw/pnMaIKOe25AlaqdQ3EE3ryrgEjh0CKccSXw8mUQiuYoGP6EFWdVNCzVKX4TqFzoK9PxQD5qlegXQm4Fkw0LheQDvbv328bn23XAGhWC1yKoLBacB3IqVmHi5E2+LkHp6d1z9SEshVyyoAuSnV4qjHbjAwxl5zTKkSV+Z5rc8n4rAvUb2gOObIb4J7C84ABnxe96EVmxfuBD3xgw23HfPjw4cPH+oJn/WqHgjeLrIL6C1amK1F/mbtvSw0Tg6lKRqV6Ralg3PKefL1o/YPZWJ6af0jRAKp4s1Y+DrOvFtCZ4pC6ommLddnIT4h1S9Wy8rVygxxPLDsbIfM3IhxHOyFGbs51GOZtVjZp/j2nedJMe6F3wLgppHhTeAl7CtDNs66QZh7fd0D3TI0oM1FSvtZQi3TKIPOgmahCfLYnnjKyCz2NqXLRmvJZI/3PDiSEIiGdi0b03fFBPXXXAcsZGWh+KDNpsTb53oEEOQd5Dr2TuvYlUroklba4r69JLdDFJ/TuiF2dgoLFKNGovjk8qJPZnOVX5GoHkkk9eWDgvB4Vsf25QsHIFp2RiHbH47ZP2O/Qh/vh6JgpfEBEmenrNavKmGVPScdyqEp6/TemyyGbYMszo3rv1qOk5+wd0KN6u42MgXoK++dILLY2a3U6W5YjT5pVjexnUEHBfYHen0dK8lKlZBgit5eDXJruWJCowmsPF0saL5aM+L0/GdeLDu7VQ9MZjRUh9IR0aWeH+uPLUwh3gCjDOeM4K+WyXRPqDbFUyr63GrB/yyWnNw9pNNtINTsmLIegsFqg3gFpg/VHHLzQfYl1fufEiE4XMnaNsRG+qrNXh5Lr3zfaaFBfuv322+2ctwpRZTlkfKeM7yyT3f2E/UeZBaCk8sY3vtGUVZ773Odu9SFsC/hZ3yYEQquZPpxv35qLuiz8hW6IjuRRrlT049G8sqUGqzLokUJG8jX1xyGZuKJrQGV7CybQAoqFvaAlHvK86h6aonjHg6KuCg+yalWVAESYgCpVKQKJIwgBYTYgwkuvXPMID/EIRAk8FAM2Cal60FRYTN2jQVYhODNPxoZkNg+maLBmkmYlxFgCnn8fhTgCAZsYrJaMresCA6yArk8f1JlcRtPVnKl4uFgHKT3jQBhLuXGems5ZJBgxD0iTtWPqEYKKyYE3frguxXjfICSeqs4Uh7UvsUvleln3TR9Vvlr0fBrrVZ3In1GYQDMYsf0cLU9oojylS1MXzUyFziUoYA3VXLRJXdahYCqkaMhj6pZU0mB1UIVawWNaW/AW0kR5YoYQwjH0hHu0P75fE5VxTVenjTTBea3WC57nZKA2o2pjCigEABbMGi3HjjOMIVAFf/KyQtHQDFElGoiqM9CjYkPtpVarmoQhga6TBfSkyD3CihFRAhHla1mNVUZm9hMCiK26WlChYMgjA6msaDBu9j7zgf0bqwzbe3sChgHFggn1hXepK9yjtQCCUalaMIbk+Ni4unu67QFUqiPhtnaPwZWgeUKxuQHA2oDR6yauCYoWswtaLphyo+HElCyEv4VQrlV0snDKCCuw/lnHmQqy7EUdThxSAvnJbURUIfBbipzTalhIiu5DH/qQ3vnOd+rGG2+0QPn73/++EVXws/Thw4cPH9sPbqKuFXOalU4fLkTAX2z6sBmO6kER7JFMwSvcNgqr+apX1OyJ1qyYR45jFqf4kUJGgVAflKi1EbecKuR0SZJmrhdJFsvE/eQe3ntZHNwgzDcfldszI3GjChj04l6LeC8Ye3TUlNl8w17TvtcoLtYhFpRVi/E+5DlV+/qemEfeYF8v7+y13GmyhPSzp2E4a/hzvlT2eeeYYQGIPdXKbE5TKc1KSzfIPLFwxIqSE+WC7p8e0+N69+nHE8O6Z2rUzjF2SMdykyohlxyOWMH5VC2jR7KTenzfPh1Ids4bnzgJZQgDFG2mwwEN9nYoEA7ZdCLF0KFCTl8dOqmDqU4jsKCOA3nnVC4jrghF5Z5ITE/s36e9iZTumBxWtlZWfzRhxBvyUO8czCrWsGHtxL5T4PWuVNUmPKPFkrJMajYudDwY0oF4Upeme3Tv1JiRVo5mp+zrGRuw8K4B54prWGrsExZD3x49p6OZabtmnFsK5vVi3dRieHWGKpx/+UI4mpnS98eGZoqtFE6v7+rVdV29a1IZSTWuE4XL4uSkyZxDDsDaNxbk+5tLxODz7mwsr7zySst1WRcu16Ue4qZX51PjWQm4X2JBRMHw5ptvtim3hfBQZlrfHR22v0Neg+CD3RGfmacN7GnZ4uh2JaosRsanAUBx2inP/uqv/qopxKCWTO2MYjV5zkLS6z58+PDho3WxlufpRqvf8wyFYE3jmXwGlY3lopl8v5xhYvu6y2iwRalMW32/OYUwhXMb1G3U3+vU0mdJHd7rMx4asPhzpDA2Q8ynB1EtVxUIz8bEEOS9boinCNmYzfQIK3WnkOLZomLzQ4hca5akn/2V86jx3mEGVA2glu59vVStGFmFfcxUShZ7o4IC+Ptje/dprJTXieykCva+F6qquK+5XQCmEGPElJrlLEYirzBW0PjJet1+BiIHw9qn8xkNFXNGiv/y0CmNFAuN80WcN2Yy+0495EQ2o+PZaf3UwP4ZAsPc+ATCgCMooKBwtrtLo7GY4tGIAqiUVCu6d2LCyOvYrEIkwQrngelpjZUYeq7bwMXFHR161t69GiwUdP/UlBFW+DqqOJayNpF0uJ7sDbkcxHZP+VEK1+rqi4Q1kS+pFGKo1rs+3ZGIHtXbZcO/PxgbNxWTyXLZcqtSjX1orEl5ZH++0BONmpLKF84MmnopZ7ZYrdnmDbXbeIVGi2WlIxEdTs1vc0Jv76vnhvXwdNbsWlkPkFKeZcSZtfVoeF/WOTEi/ZCOVMquy1CxqO51JrsvB802Uk4tkHXhCAoun4GksNaYlb4UtRZeDwLVQvdR1sb3Rs/aoAbXm2GNyVJRt40N2vppztVbHZCBOOZWJ6rMRbMgQbMaz7e+9S29/vWvt/yXe8kXv/hFU76HhO9jh5FV1hoIbVRhl2YzqgW8/mq8592+LTV92IyLO2OKBKWfjOY1XfQ8ry2wqHokFI50slhTMtqIfmYihYA9LEuVgElhT1e8n/3eUFbJcECpelXTPMTEg8N7L5vQqwWtOAyxI+jIHe74q8gnB7Q3GVFHJGwM03CAfaqrUPMCLV6Lcm0kICXCsGApAHpkF9tfe2BT4K7rTKHgFSADdaUjMV2d9uxoZs5XMGRFVQVSRqSYrubtPfj5Mgxlr1pshWiPOOIVImEDOwUYj2nsBQrOMof3sCK7qazUrHmfqeQ0WBwxokpHKGE/g8pKoVa0gnk63GFBQ6VW0Uhp3NRVeqMX+vzxe0wUscHmHs2N6uHcI8aMRr0EpRELMEIBlcojSgQTViQv1gr2+5BLIP9AHBgsDTYsaLyJQogY2Wpm9ho3WSEBlFY833YzxrSf49iQJOyIdFqxmkC2M9ClfD2n4do5W0cuUOa6RIMxFeuOROKtCv4LKaLOYKeRTHiNiLyggsAWIkhJRYXqXmCIHVBvqH9BW5OJyogps4QRTbfJ1pr9e7wyqu5Qn50PiDnNqjPLRSrUqfHsqLK5jHp6uxVLxE3BBeIMSi+tRFBwE4oorlCEbrYLYpJ1JeAhyhQBARATkIthqjJlRBXWnrtGfNbytbwmypPbhqyyXYkqc9FMdvu93/s9k8j+gz/4A331q1+16/NzP/dz9jU83p/4xCf6RV4fPnz42CEgad6o4i6NZqxMeYaSeK8093KFZ+KZxaYPZ34+ENCRjpRuGxnTcMGbovPico+yQcQHoR2rUCvAea84Q2JAOdKVPNFcLKiqo9ikBILKU5wLQ56f542J+xcIJyk/7Y8nNVVxE4LetJrLH9x8XJRYdaZQ3JhHdNOLxNqqarCQUSwYtlj7cLJbe23qbxZM+6UiUfXGEhovFZStUnQMWMzfPHnohfiNuUxi5nLRJJ2dsafbXKE7FCZnC3pqI3Xsh4jliro/M2ZEnK6wVyBExptGfrIu8523eLxc1B0TQ0YisUnOJSSUv3L6qErZSZXKJdUqJe/EBpjqK9lGcZfCGiQPI8bj447qSDWnz587ruu6+s1+p8fsfTzVz1nKzuzxk01EQkErnHp8Jq9gny8XTTHnULJDoxWKtyFd3tGlO6fGdGLwlJevMAAimSKNFY8h+jSkuJ1V7EXJlKm+YEHFdGEHRXm+VygY4WYk4BXEKfLigX5Zx/yDKVgHfXt00MguFIvZR0grPxwfsXOBjRF73hFuVt1ZHpjePJxI6vZzZxSu1rS7v1/ZGvliVdenexVfB+/01aI513UTio6Mf/To0QvUeFYyocj9BPLL5OSkEVUWq7Wwru+bmrQry7kGZoYbCOoUVk/FokmObxeiCiqc24moMh+49i7XJY/5xCc+od/5nd+xJtGXv/xlK+y6nKZVbFt9+PDhw8fG5zM861z/Yz1BDgIhkoYz5Eia4CuBI9+vpEeTjnRYvXqiMqVyEwW9mYQOYWXGHqZRv3d6gA0OtQ2f8vWR8phFv6EKPZeqAvR2mggm/En13ax3GsnOTKbUyEdiwag6I0mNlTI2bWx5jL1+o0/SOBxU6InTvZaRl+2YHWdDkXKKnkvRi/XiwYiu7dp9gd1nKhSx/k23AkZcIT+yHMp6LU0KMpaaeG9M/Fpt9F84dvZ75icbqoYRBoobqvGch/FSUWdyWQ0XsQ2K2T6iNDlR9gZnk+G4kVPIk1AzRH3l2q7eea8ZxGenoDCWy+nfjj2iUqWiTL7QsAMg16PGXFZPLGaDEz8ueDakYboxNuBZ1k8mJixXYPi5VIPgHjOyiLtOvIZbOvybfSYfc+R879rVNYZaYjymALlTuazLOlKW/35rZMzIOp5jQFCRQEADsZimK17ubLaprB1BXg/o5r5ufenskCmi9EYjdq3ylapO5/Mayhetbwe6IhE9bc8uU1mZDz8YHdc9k9OWs6QjYXuvwXxBXzg7qJ85sM/IO+RMq7HaPJJK6U4seMbG1NvRoXhHh0ZK9KgiumSFtqYbrRZI/uHsT++66y5TQ3HkFYagVwKI/fQrcOJgoHixewrDH4OFnLoiUUUgbTVqB2Olgh6YntD+RMe2IH04ogr532IqMq2OuWo8PFv+9E//VB/84Aetr/cbv/EbRlohp8EGaKVrY6ehbcgqa8FGsXaZPsRqgsW60ulDmxAazelbJ7I6MxpS7tiYHjWQVGcssuSH92AyrECtromcNyNowYhnVNco4HnFXSMdmGyxC2K8CMbs0Wedh5QpU7CsaYCprGRCuSJECO9HPC9wj+RBYOH5h9sRNH47oHItoPGiR4JAAiwUqJrcGIoaPIh531AA9QxvStKTb26obwRg1FL+8w6EciLkmJt7+nQo1W1TZM0gIDiQ6NF9mXNKhmPqjCSUrxQ1WsqqjKJL1QUCyH/XFG+QawjEIDp4DOMG7cL5RDriblNplPeBqXq2MGryafYgDkZUrnukFwrJ2MvEAlGFg2EVKiWT/puPrDIXgXBQwTA2SojreeosVXzaTd4cq5qCAjGvwM6uOclyt5fD5REjsHSGIexA42gQUWauSMMDk2I3v92IQm1d8QZcj1hIlUBJYSVMrQVFl3wt56nfWEkYX3fvv2g9ZsQOz6/S2xd+BisiTxoQosrsusX2h58LBkLqDjE5GlI8mFiQaIIiS6GGz+UsGcVsg+ohZaqTylU96yaC/45gWulw94oecEOnhnXu3LAOXLlPoSifEa5lh7rDvR6zvUVAAtQsUUggQ1DEBBrThCRZjriCMsuigU1j4pVgYDmWZBChQPNrmroTDZ+aJ5ve6mgXospc8Fn+3ve+Z4oqt956qymqEAT953/+p171qldZ8Mf6WK71nA8fPnz42L7YCAL+WqYPQa5c1R2jOX23kFDPUFG3xLO6NB1bsrALLu1I6XMnR5WreCXdUMiTxgaOsJGr1ORSLC8vcZtXaG3O8Kbw/q7XdCAc1miQ3GU2une8btMGrKEuMo9MdSBghA08wa/p6NeZfMaKrl5qMSvlDMkDpQ41iqyOMBINhKzwSmGQWLg/ltDlnf3alyA/Oj8ORvqa6cDpStGILOVa1d4bNRTypuapRLOjcXZDZp86m8rZ162IOeeXGsXdWDCo+6bHNF7MewXLKmqHjf20OM/LQTwv+ogpl1AMZt8XAz9fhBQTDCoYDAhqBkV4k7AOyJRtUJwuNaYlTekRGepGxgUh6PbxQcu5ehXXVHV2CtUNFTT4NnaNvWEHVEIb8WqlonowqFI4qMlqWbvjCT2me5c+c+64FY3JLznnvD8y4qOlovYnUjpbyJk8txWPyavjHXrB3sP6/OAp2xen6Mn3IDZgCXRpKm0EHmyC+iCcLLCuj2WnbRKz+WcgmQzSmB88bRORgNe5sbvf/lwuILHXHzmuvZGQqr09ytVrllNfme7SdV1rm3Bcb0AoOXDggG1Ojad5QrHZLmixCUV+lt/BQhXSxlLEfeTRM2VUWs/P7/gMTFfKmkaNpsXJKmZj9OCDOnfunB796Edva6LKXFCPe9/73mdqkf/xH/9hKjyf/vSn9fGPf9yKvJDx/9f/+l9bvZs+fPjw4WOD4XonxAjrSVZBqYEeDXjc4x634mHibCWnoeqIArtDOp09o+5wl+Lh+JL5DKrrHeGEDQF6WuRz0PiCUyz3Bmln9Ey8bzb5xFiU2iBxdMZTytRy5xO5G+QW69vMkSxptIakQEWFal69kZSisZjOFSZNbZ4fIDK3vkaj7h8Nhs3GyCM9BGbIGAyvUhMOBKq6vGO3Dqd61BW58JweSnbpbCFj+dPhSJdy1bJGi3kVIf43nTrLw9xgdB2VzJCgf9i5sfeemSZunC+PxG6OAY00566pUeUrJRsaToY8WyUH1EogT5DvkEudzGUWJKs0oxQIqNwYXo5D5qjVTXG/CKGKGLxQVDWM4om38/yJ8oW7hg9mMw3lSK+/gw1l8zXiXFbcz5sqppe9QoAhV61Va6qFQhqt1dVbr+umnm4jgnz53JBdUSx7eC3ymUK9rs5IWAeSCZ3NFzx3AyMdBfTsvbtNmWSkWFRPg6gCeC0ILuzD43f1mkLMoVRyQfsfemD3Tk5b/OzILLw+r3kim9f/OXbcjhcbosvSnXp0b48RcJaL/MSEOk+fVmTPHhWjUcvxiM9v6ulR3wqHdDcSfO4hWbBh49ysxkOsDiHBkfHpCy92n3Dqtai3LMeSDBUj1pkjqjhQfyCHZv2xfloZ7UJUmQ/Uzj7ykY9Y3vKKV7xC3/jGNyynIZ85deqUvvCFL+gpT3nKVu9my8InqzSYcetd2F3L9CEPp/98aFSfPzqmXKmkfD6goz8+pW/1pPRrjzmo7nh40aLN3/z4nO4azs7IT7uHfTTime1YwTLkKWOgwMLDJd+Q/XIPSzlJZeSzaxUVFNJoPapUsTEJ6STKTaLOScl5P+8FUQ32bqOIOFXCkw8f9pge25/WRwonFTSf+YCmyhX7EzZnucZDrhFcNV6Fl+Qh2heLWyDCw3ZXvPMCoorDJR39mq4UNFicVt4COAqsEZtvbGbrlute4TsW9EIII6o4hoyRObyDa+YhU3DmoZsIxnUsN2hBltns2PkrW8AT5g3mXG/HiF7u9SdoM9II0uU81C0w8hRLKhFjGs3wsPlag87TeDMvoMxUc+oMpbxiPUSXBiGJXbOAiN+CwOToRbWaKqWaOhOdqgWYFg1oILJXUcU1Ur6vcd3dgzBgMuKQXYqmQhIV/6HqgnXOnugBxUJxTVbGvZ++4Hx4e9wRWprF7tkGeYzguSQWiDBcDwgwvPd4ddST7wsvTQrinDDNRyHspptuUrozbWQjZ1/Uyg/K5glF7jFOHs9NKMLcdEERzN7mBI/iJpMENJxgAy8HWP8A16xwIFjn2rc6YDuTlBL0HT58WO0CrgdycqiqfOpTnzIVFfDSl77UNp4H2DyttLHow4cPHz62Dq1kA+SmD7FpWKmVKZgqVfTBB0Z0fLqoQiWih8ZKuic7qKcf6NazDi4eq53NFfV3953RdHl2yq5awSITsodXCDRtRiOz122yi69ABvBUFRsv1Ih9IUswpVYNBTVqyoGzJBKXc9TmSl3PCQWJe1AE6ahHdDCRVioY0R2Vkke0r3sqFkRc/AnxniKr8wD3yOxYj0TVF0uY9zqFu4PJ+WNhik839+7V98fOaLJcaBBRPBJ/eeY1G97zroDbKCCeJ5zZ8DqfPRRI8J5qJzF0PBTRfVOjtv/8KA191qB3Dj2Fktnf9LCcCJmpRfYTefFYIOTFog0patutgDRSragamP33+fR7D5xLbIIYanBF+ybRnJlz63JG+161qj68yRNJu16HUp16cv8+3T05ZuuDQrWzZmXfOFbOGySc3lhciXJZxXpNF6fS+uk9h+zn+L2wY0q59zXitixHRVFlKSBnbuevKZYmr8VOiHSUKVAO7HQua173z9x9wKYIl9t8oenykuuvN3F5CrvIQq9monEzMVeNB3K5sz/l3kMBs9kuqPnehEIkxw5RhdxnKfB5Q/2Ga5loOi1u8rTVz1UzUYVjbqepPAhHP/uzP2vXEW93JpqxSmajsEsuR33Nhw8fPnzsLLLKelnBEV8QK1Efvfbaa1dsqT5aHNPJ/ClTQA+mQzo2fULJcEKXpi9RKrz48/hY7qTOFYcabqEutvYaHx7holGVt34MSoOeXScDvzPUlhmrGG/S10TSo1KhYSlEfd+RXc77hcZ7NTmVGsr1sm1d4YSu7zqgXLWoqQrWOmHlKqXGgC61+AYFvu7tq9sHSCrpCKqEYWucowQ5H1EFkOuMlfM6mp3QZLU4owLBcKsjmrthXExoahxcI0Z2qpTGu7eGxmxt24gddQYZAuoIRXU0O2mxvFmh1upGTmlWy2+Gd86WV/Mn1i/VPEuiKL8VCnpD3o2cO2s5KsPi3uuZsqbrizVUTbg2Y6WSUqGwp4TSRFoym9sG6H3ZXHkjPo3UqjqUSimLlU+tpifv7td13V36n/c/bOdkxuaTHDMAiQGFmbIpOO5LxjVZLCkSCulFB/YYceSBqcy8RAbi43q1pss6O9QVXfwzx3Vhm0tAmSqXjYiTCgW1Kx62AYU7xsa9/R7Ytaxz7foVN19zjQZ277bXrDeUXlzu1qpoVuOBcORsLqnJg2a7IPrQc/sVDNUuV0UQpR6z5DIRgNnrQD7fFY7a8EqrE1Vuv/12ux+3G1EFYsorX/lK/dVf/ZVe+9rX2rE961nPsu0v//IvzVZsKXeDnY62Iau0ig2QybIefUSfu+ekpjoO6vbBsK6ujegpB7vVk1hekHVyuqgvHRuzgtihrqQKsYByhaLuOTeu/3XrqF54Sbc1mWlUzz3u757L2AbmDM/Zc9TisYB0Q29cJ/LlhuxawAgrMCFzeAA2yCf8KCSMaDisRDCgQq2ukpNmMY9tr0Sar7jiIr56sF/rRjjxphO9jeIqv/rDsWmNlsomP70r0pAcq2YtQGHKKY+EnqmcWIii3mhU8XDIAiBPhcVjoSLlttC0GcXdx/Qc0mgpp6lKXrlKWfdNj9iUIIVh26cGYaVQCypcDxrjln3JVgoql2C5htQdw96moFrDj5FAkYdjT7RTyVBC54pjSgSjKtbLCrO/jelJyCKROvJr3sfL+72guiKLy5XB/D2WP6Xx8qQFQsZirjIVR/HdU0IBQWPN8j6z8nfN3GyIIBAISnVshLjGqJvM/oTHhvaCQOyQ3LrljMTiMUVDUVPeIdiNB5MWwHo0p/MDEY6J/YgG4xbkFerYEnlB2ER1VD2BfrMhClS94r5TRTE5x3pVieDyPPTCgaitB5vwbOwD71ER1ylg9kIWLAvf8ZKmq5NGglnMEoh9uP/++63oRbEPJRKAQsx2BJOEPOzYuJc5uyCCPIIkN6HI35GNvuGGGyxQWi7SkU6NlkdNYScW9CTKUdJBeaYrsrLG1WajnYkq//Iv/6Lf+q3fMsnspz3taRf8DI2hRz3qUVuyfz58+PDhY/OxnjkNTeCvfP9HujsbVLHjsO55aFo37w3oMXs7l10s+ubZaR2bwlojLEWTKuTzJmP8mQfPKjh0Qlft9Yo28zWaP3580AjtrqDrIlksRlFHZB+wjbkm3aH7M5NegTcYMKlpCA7Eid4wWSMpqVeVikWUg0hSnVVOIb+gYEfh0L2LlTbrLlY+X6XEkVG+O3ZG/dGk5Sjd0YSylZJKpbwVjCJBz5KH3KqOGqDlDwkr6sWDWLx4pBNUShbDQDylZ+0+orOFrBWMT+endCY/bUVhp0hiRwi5ve69JhY1SGGzP7VaVclgRMFQ2Aj2ZBeQPoij2e/LOno0WMx6Tfyg51EOgQWCieVLtao6I97EqJeDIRmdUE908UnUs/mMbhs7p+Eik551FSGz10LegEPTz4XD2BE1vuKq9I3rzf8gAdWqdY2VC0oGPHuixndnEt2Zcm/jtdlP4p9UMtXwbK+aYgpDDu58z12/XDPyrCOpTp3MZ42ogpQ2Vkg/mRjRtd19Gogl9Eh2yorMLv+m+Opd2+XlD90Nmx8rzDdeI1MuWf44EPGkyQHHPVIq6FhuesmJT6b4mqfSOHY0b5wCzHaVUGZCkUKmm1Akf6EIzP0CG8xjx44ZKRt1keU2ssj1L+3o1A/GR62egC0UEuoT5ZL2xBPak2hdW1PWNcXNwcHBtiOqsIZRg+R6MnU4n1qMWxc+fPjw4aP9ezRW38UKZZ0U8M+eO6u7j92jnkt7FUvHdaZ4Vv2xvmXbmVOrP50/Y2RvBldDiaDyhbwmy1P64eiP1F/t1e6B3fNaGeYqOZ3In26q2c92amZJ8wF1BBMWfxdrboASonfA/u0U3434XvV6ABDizVLI1OG9WJjfAQyvzr6+N7xqWU6zUnYjw5qoTOvOqaP2Op1hyCdRTzWkVrWchUFaU08Jev2gZDCqRDhq33PKHOxfoepZ7cwHYt4bu3bromS3Rko5I7TfMzVkedx4uegNRTYIKxwBI7XsBxaW0+Wi5TV8LR2LK1uumHoIgDBhCozRuBHT75seN1tNlCXIZ3g9lCk9IgzqiKFZYn9dOphavEdDvH7b2LDun540Yg2JTKFeUaTuWQnNdGFQmYF4VGvqzMxYinpnuicS1Wi5ZOQLejRuTrpZ+Ma5HVjPxL5YVzgcUWc8plClYsd7USpp74WN6Nx8hmFkhsJ7Y1FTOTmdo5/FEHRAP5mYsjyjP8Z5xfa0OqPoCLKVqvqikRkboMXAeUxHIhoplmaUVSDATJYrtm+8P2QkNv798HRG13d3L0mCQXGCWLe5X4ESzHYEZJTdu3fbZla6ExM2YIxSLaqQ5DLkNOQwKKEjcgDJZbnYE0+qOxIzq2DseqlleFa2dV2cWpnbwGajnYkq3/3ud01J5V3vepd+6Zd+6cLB/UDAnBJ8LI7tV8XYoMLuevgh8vs/ufNOffSRrE6pT6EMhdC87h/N6Ydnp/WWxx5U3zIIK/eNZE0ye38HTXjYeUnbarGizqmmbDZnH2xuapBWnKTUp49N6F/uG9F0CZm2RjBjnuke8CYPhALqj0f0S1fu0vseGNHDU0WVq0wowoz1CrPY9gAvLAypUA4oFaEAKl3aSaEur1goYAXY6bJzhm9M99XxGg8o0JDp5uupMEXloLEqmXo8kyva67Fn3aGQFfhGi548GaQQHnYUjxgxCzckpx0ImCjEIpnMTfh0PqdHMlNWZMKr7fLOLu1NJO0G0B9Djjmlk7kJCxFgDPMARkVmxqqoHlAhKO2LJFWvVJXJZWHhWNGS4K9ex5O8bjd/ZPsGYj3aE+/V98fuM9sZZOyqlVrDPsgLZjgyCDP5qudlSGiyO9av7vDiKiIn8mc0UhpTNBBRPBg3YoAFRDUIQN669Gx4gqqZX31t5sbnAk0juHCM+YKCqaBKKlGqb5LNnmVDm1KLaVw3fCmpdNcJUrJGREBNY6g0qO5wjxFBKPvP6u5wrb2VlQp2KFvLeAGzKdhImeq0SrWSKaxg8YOFULDuzT0SOIeCYXUuQ1XFVmAgpFSwU1PVcSPdcAZQVSFwC81RQLH9rFfseixEVqGJc+9D9yhbzujax1xthc/lgNes1ssKBsJ27Vv5fkZgx3bllVeanBxFXoIiggKIOVgIMX1JMXA5gQEElX3xfTpXOKdi3WPCc60Hov3qCLWu/HS7ElXAxz72Mf36r/+6/u3f/k3PfOYzt3p3fPjw4cNHi8QAkEzWY/rwi9+/Q1/NpZULxRTLlHVsqqSfDGd1fLKgn71y15LxA7nVnWM5xUNYWxKrhtXR2alUR12nMyVNRStWlKJAQ3HX5TRTCunTJ8f0oxHiaFQgUT2YCVMNkKqjYemGni49vr9HR7PTliPgq+6pB2I5Q04zOzVZVEilIr8XMEJ6pV6yiTuUNby5wZl5wYbKiufzDoXDUyXEiz3k2aA2jn2wkPHkuOs1I75ng2WzzSHGxvIH1ZLuaNwKvZAlmqecTCmyIWVcrFZ0IjdhEtnEunviHVZo4veZnLoo5TVpIauQY5Df8N7s98ygJDljMKy+aFyT01OmWKlISKFw2Igo/GAU8nw0ZsouV3T22vEfy02qK4yve1ATpaLKHHmjwMrvkRZSCOOYOIabugcWJStBpPn26Bkjx1BEy+OZDsmc2Lwxw+imGTkW8sPGaT9fswWlyXzefqYcCiivWWKPV9xtmvCc+RVPAZMcFPWM0VLB1F0emB63onqvkUpYG54ijwPXD5LTrljCyCrknhBGWFM/nBi2fby6q0fnCjmNlYpGBKEoy/cPJju0L7G8WBgyzH1TExopFqxAzHFMVRh6CNq5mj0+Ly+fKC1OZpqYmtI37r5Tqb4e9V100bJieiuYlj156O4IdrXrJ6+/3iBXQQ6bjYYVdkGQNdyEIvcMphYh5S+XsHJNV7et+4cz0xopFe3c74sn9fj+XS07hdjORBWeV695zWtMWeXzn/+8DWP58OHDhw8f66GA79S0j00eV+clXdYBy1ULylSzGi9P6JLUEaXCS8dw05WM1bdjAc/GkWFBYpRytaxSvKTqcNUa0LwfuQzxCc3o0cq4juaOW45Br8Pi9sYgb7OyRlghXdl5ic4UhmxDNRyLHS/a9aj0zpaHno7Hqa9bjb0r0qmR0pTF2LxOWZBGnMbHeeLxM+DniK+JzWPBiDLVvAIBj+CN8hyklUo5Z0O0vA4xMTVwhnohWHeEZwkETqkS5UiOf7yc1+ncuMYreYu9DyR6tDeetvMG2Z0NC9W7p+pKh+MWp5M7gJkcIVBXbyxmQ8DFTEaVMGom2PeElIwEFa1V1RGOWxy7P9mhyzt79P2xQfv9rijDt1UVarM9Gs4dx5CplI3kwc8dSHbo0o7FexJ3T47rxxNjlv+RQwwVC5Z7lBhrMIuexvm0xITBh4aSy8zReGQhkscyVkARbIlQaJn9CeJ9y2caSqAz1k+NIQS+P5TPa7xSMdud74+M6lF9vUbioDdYR2G00fugRwQOJxPKVFH4DCgdYvg3oBPZnJFLXnRgr65Md+rH45NG2mFgATVG1udNfd3LioV5vZt6u/Xls0MabRBWsFglt4WQkrDB9lliy2jJI+ksRla58+GHde+Zs7rkyqsUWyY5mfcbL5YUC/E5aF11fFv7PT22XXbZZcrlctajoQ5Cb4b7SalUsv5FOu19VpYCOfotfXv0g7FBI3yR20IOuirdq0s6ulqeqML98aqrrmrZa7YacFwo3L/jHe/QG9/4xrY6ts1G63ZcNxFO/o0iyHIkZBdKtH/0ox/pkZx0JthlElrFCrJtUioS0iMTeX3t2LhedpVnu8GN5MGxnIZzZfUkwrqqL2VFM7NrabA8PTQ14gNBRaMRXX/95fZzs5JSP9Ens2kdr8bM2sYVcQFS2c2Elcu64nrbTXuNsPKyI736h/uGNFlCqtp7w2rj92ff3fNKhJRyMBXUr1y+R39932kNFijGetN5oCMc0p5EVIOFojLlqio1CC4ejYWHH9OKPPQ6IiGzmkEtJFsu6GzWk0qjFBwO1pSOEaR16qqubg0Vc/rB+Ij5R8P85EEKU/CSVFqnsjl9YuykhgqoecheNxzM6ZHstJ7Uv0eXdqaN6fpwdlIPTI9ptFjVdICCpTdVRcCAqoxHzpFOZzIKFoqKJ2OKh8NWMEyEw0qHk9qf6FVn5PyikNkgIT0eCFtwWKyWTEElEKzocHKv+qOdmipPW9DQHUmrN7K4Px1saYJl1FgiwXDjmmGLRHmX3aRCD5mK952dSZxry2KM53BA4UTYvMunRzOK74lZ1ONqso6wwuEXcyVFwxEFYwTONQtseU3nPTlaHlG+llVnqMvUUiCCEAQ7Ee5IwwKGgj+qJG5f+H0IL9natPrCuzVVGVeujnBdTYlASulQt2LB5U+vdYV6bH8y1SlTZYHAUq2HFDQpQgJCLI34uyeB1iyD1oxKpax7T9+tendNuzp7NRUYV66UUV94lxILkC4ofE9Wx+29ncJMMphSd7ivyRapNWGWSOm0Ka1wf4OhTBDkyCsERU56e74pgGakw51KpZLKVfN29RPBhMLBcMsTVVbKUN4OwPKH4OfDH/6wnve852317vjw4cOHj3XEWhJbCrs0/dYCGqLYazwS2afpQEBxJnVKXsGLKOHrJyf0+P1pHUh76hrTpYruG81ZrH9xd0J7Ul6xEhK/R+JuzJQ1HRY5T/+uXbpl78VWtEDpjtjkew88oq/HdisvjxQCmbpa9Qgj9m4Wpnj2NT810KOf3jdg5+va7m7dNTmhUhUiN3kWU5DNMVpDCQOidjWgKzq7bLLsq0OnPHJJk2pKXzRh8eRkqWhFZTuvkGYgwpinOMSUsJEbJmpFJQIhnSt4KpHunUJ1hgOSuqSjx6SvvzuKcmLefofXgEiBcsfeeKe+N3rKFCALNaw0g0aEgIhyKj+pJ/cfViIUMWXIo5kxDRUzmipDKCfulRVxPT95rxCbrZV0ZrJgMs4dyaSR6rsjcZP0PpDs1MWprvO8rVFAcaSPznDUCl/5StlIGMTST9t1wGx0KO5C4IA0A4F/MZzITZkCC+/LtcFWx0gwDbUSr5DqKdZQ1J2x7plztcjXEvGo5cWdhbIyDAbEwk0E/RkBFq9IXiiplogZpYVrAamEc8Q5RyHlW6NndENXv00CTpZKptbIe3M9eU1sfO7LTNq17ox4+Q35J2qeD2UmdHVXr542sE93TY4Z2YQC8pWd3bquu3fZJAeu7dMH9umHE6M6k8+a8k9vJG5kJT4znA+uj6dC6VlbLYRjo8P6wvGjqvV0KhYL6/TgaSPNPLF/z4J2NpyT74wMaaiYt9fvhHzU06fLOlu3qNl8b6PIi6IKOQtEdGoheILfdddd9j3yGcj6i5E5WFe39O/SlekuTZbLVuDeFYu3rLS4I6o4NdB2IqqQk/78z/+83fu/9KUv+copPnz48OFj3dQi+V3ig/HMuLqv7JnxzqR+TG25WCnqbOGcLkldPKMgSK2TzVOQ7rQ/rUdTxT7TOfc0qZOQH0QiZlkXuSJi6gk8r1HxLvVVFdoVmc1/GsR3Z7NpgJAQiOja9JXqiaYVC0Y1WZ62faggUd74WdQTZzQ6Gr/q1MtvSF+pH089oNHypKm+u6jaO4YOZSp56zeYqrr1exgmJs/yDgjLIUgrHvkloLHSeEMB0ttpeh574j06nOw1ovOPJk4pUykaEYV/Q07vjSRMjeUrQ/fpXHHKXhsSDKSYM4UpXdExoKvSe+xcni5M6pHsmJGG2OjHePlBg6YR8I5ztJBRPV82gkc6xvBwVKlw1PKVizu6tSd+fv3eujyoYgaC2h1PWvxOPgM55HAyrWvSfTpTyNk+o0pxUarzAhubZrA/905NWF4AwTxeZyC5aqQM9pOen+Ux1odwvZnzSUFcK3I7XiMei6pWLmtgakqZREK1Ri7nXddZQMSJ1qViKKwi361VNVL2Brmx/Llnalqn8wVd153WYL5gw9hcK/aB/WFfdyfiemh41JwKnIUpBJLhYkl3Tkzq6bt3qTMS1t0TU0bg3hOP68beLl3eubjSTDOuTHfYvt8xNunF08GgqbmQuxRq7BN9GZSBvPzPKbBccJ5rNX3uvvt1bzanaP8ujWayujNf0GP7enV19/z5Cef6x+NT+sHYuCkl8j4Hkgk9bfeuJdVbWgHE8mwoCzJgzD2EWJj+BT2ZZrugxezKUBR6xu5DGinmrV/KQErzsH+roZ2JKgxSvPjFL9bb3/52veUtb2mrY9sKtG6ncZNtgMBqAyGUC5DfpUgS6dytsZFBk5d2funDNP+DQX3+4VHt6YjqYDqmf7tnSA+M5WdIHEe64/rlG/eqLx7SJV0xJSJBTZVq6ooFZ8gt2XJVT9jvsezYXJN5LL1fJ39w2mKvqGoqNalfUASLRSjYSpd2x/SHjz1gRRlwVXdCv3b1bn31zJSOZ0pKBOu6d7zYiOE8R/FmqbrLu1JKx6N66zUH9dWzE/ru8JQmSxX1x6MaiHvF13TUU06BrRoL1u0hVaRiHJAVhSNBgjOOJ6Az2bqRZNzDmYfnqy86oEvSXtCBFC/n8IHMpJFUeMhTFIQI8a2RYU2WSxYEEZRAkOH1K9Wavj066E1MZSc0Wsx5wUM9oAkYtAEKc57sDH9PhgkGC5qo1hWNxVQNRHR9akA3dO1ddE3tjvfqocxpU9sgCIybNQr2OxEdjA8YuWUg1rfsNVQ2ux4e6N6DhQArFUqpoKIpWfC6KJIkAnELrimiY/PD75heSdN0IKXXYDSoveE96unu0X25+7wAm0Vgk6lohfO3usKRsBLxpDG3ja5SrykWiCsS9Fip/Dtfyxu5pDvUp6nqhL037xYPJLU3dkBjlREvNJwTtBMLl2pFhcIh9UT61VVHxtpTRlnp59VIF6FudQbTdvTVWkVnSydVVEEB8/wkgA/bOksHe+clkUDWuPPoTxTuCaor1TVDtCjXShqpDGlv8OC8iikQVVB18TRtPHuq6dqUapWaEXFa/SFEEZfCLnYwTj75wIEDdr+jyIsUHVMABInOLojgaL4JRdZ6Z3j5AexWgSQR8mA7ElU+85nP6PWvf70++MEP6kUvetFW744PHz58+GiTwq6bPmS76trr9KmfTGo8X1ClQWgHlmuEg/rEgyN6+uEei78/et+Qxgte4Q6C/lMPdumFl/Rate6qrri+cS6jatTLd0CmXLNc5EinR3pgMtH5O9/6k5MqTBYUU03FBmEeQEs2q5vG2NmLDw3oybtn7VGevXef9iUSRlihkFgu13S2WPL82b2jm/n/ej2om3t3KRmOGPGCiSTsVti/vljcFFIAJIJT+YwVACniEnOzH+QjnWGUFz31D96PgmizuPeeWEov3HvZDAn4cX0HdMfEObMoRSKaYuslqV49mBnVUDFrhVRCed4DFZbeSFIjBUj7Z813+oHMmMlrewXRmrJIcrMvDV9zioCopmBzUwxJ4WjYZJyf1H9Iu+MLx227YkmlyYUqRXWHYzY5GI0ENVEuan+iQ4dTi5Pt54NXxPVyVYAcN+cMdRa+lgpGrIDJvlNYY/oRgoxnGwtZ31sr5ID4wXfE4nrawUt15/iw7p4eU7hGHumpS7LZ/CjKKJ2dqgUDCnP9TcXFm+BkkpKFwNTm/dPjet6ew/rq8Gkr7DF0AUHnmq5eXZ3u1fFzJ4yINJdgQs4JeYnpzb3xpKcGahLsK1clwQoIwgrXnPz+7skxfXtsUEdz01aI5v2YjEuGwzqcml9lYnh0VF849rBqHUnt7uj0FEyrVR3PZdQ5MarH9nnDMc0gN/7S4BmNlQrqgDQVDNiU4zdHBu39DiU7Wp7YQBEXov31119v9zqKnUwoUux1dkEQOygAuzoJuc98a5jJW7ZWRjNRBbujdiKqMFSDPPaJEyf05S9/2epoPnz48OGjfbDWOinP+dXaANEUpR7IPlx541U6VjihWiM/mjVmkUaL4+oIDakzkta5AgoFE1bj5/vU+C9KHVIykFAyiJVnROV6WTHFZp7R1OTT4Q5TJW9WTzhw8UH9cPonVmO1QD3UUDgx8ofXE2E/osGobu66XrGw95qpcFI3dl2tU/mzGitN2mtOFac9AkcTwcU7wQwNJ5WMxHVLz7V6JHdGJ3Jnla3llQjF1BFKGpklFo2a6vt0Jad6IGykEvIaq+mHYjYsW6miFCKVAznrDbj3IM69Pn1Il3TsmzlmSN4PZYaVb+Ql+xJp9UdT+snUKU1XPCVGvo4qSzjkqew/kBmyuHy0lNUZVCkbsT5EF882NdwYSGUgIKocdqcQQeIhhUMhXZRK6wl9B0xZZSGglHI0O2nxNfZBEM+jKIYEArq6q89e46IllFSaQY6COgs5C+B1dscTNkw9XvLIOgwKo3BCXgAJZrpSURnLIsvXnLJK4/UCQR3p7tHzrrxK777/fuVrNYVtsMOzsS27HhyWmKkOZasVxVhjtZrSkbCR7c3aqF7XSKlkvZpn7tmlb46MKVfxrieKnS84sEfn8g019KY+kSkCBYM6ly/YdX1MX4+po3CcfH01PZqru9K6It1p7891/MjxUzqe9XpwEIHS4ZCpq17a2WnEmbngWL5+z726p1BUVzqt7rg3CAP55bsjY6ausydxofXsfVMZ3To0bH+HnGNiANMZc1J4xeH9La0a6QaDINJde+21ZhME9uzZY/cLehkun0EUwdkF0aOhZjIXnOuBeOvnB862th2JKlxLejO/9Vu/ZVs7HdtWoW3IKmsBC2m1xV03fch0D9u3f3ha2VJV8Qie5B4LN1euKV+u6dhUQf/wozNm8QMOpeNKREIqVKp6YDSnD/zkrH790Xt1pDuhJx/o0ldPTCpTKjSm+Oo6nI7r6Ye7L9iH7w8iAy11GvU1pGqJgqr3PYpw4RqTWQG9/sq+GaKKwyXpuG25fF63/vBO3adem8Zi4pHpRJO6NsUVzTAhKX6+8FC/9iVj+o+To9rVIKo48BC/prtD4WBVd09k7eHeF48Yc7MAcaVe07Fs3h7mqVBDEaPuEVs+fmJIv3XtkZnXeXTvLl3T1aPpSrlRPAzo304cm5mic7JoPGDHS8iPBTWaL+pLpdMWpPDQhSVKofRcftp86vNVisRcn4immJqs1y2Y6Y0l7XcezkzpULLHPNkXwv54v8ZL0xorobbhpjzDuiix2+yCVgoY1AReJvfXUCvxPO/D4r9LUod0PH/KzlMs6D2gqnWmOJGOhq8cUsXKtTILob5onwaiuywYToaTyldzEsGUSV9XVUe9B4ehSt3UVLpj3SqHUMvJW8DsYFY6dalQy2tf/ID6a7tVrOUVCnpWRbafRuCoXxB08BUCzvNea40wD8Z6XUOVIU/ZRkEjr3iUp5I6gl3qCvfMW+AkWUkejKqzo8MSDYeIoqYCg1XRXGsiVFxQh4GoMktk4ZxU7eexI3LqMq0GrgHqKUjLMYk3V1aZex7ylGz8LJL/BEUQW+6++26bWnRB0Xze4a2KdiaqfPGLX9TrXvc6ve9979PLXvayrd4dHz58+PDRYlhtPjMzfTg+rltuuUXJjk6N5EZMJTIVbSiKoHBYqatQrukbJyf0w3PTZj3aFQsbGZ962GShqs8/MqaBRFi37O3Uk/Z26uh0SWdyJcstKMihXv3E3R06gCdoEyjQPJItWWEtFo4oUK01WXdKhUpdiXBdR+IRPb7v/HiNgthNvX26sadXZ8+e1SdOnFQwkbSGP4oe7Dtg2o1Cn+PfoDYCKePTZx8xyxhHVLFzgrJFJKrLUmk9nB0zdZHOUETphi80fujMIeKlDlnEM7iBWFPXcCmnu6aGdX23V4DqisT1lP7DRiahEAvZ5Wh2zAgc/G4BlZRG3khOw8QiReB7p4YbeQ6TclH1RCBfhHWumLHo1/KCEJkCKpgFi/N7Yp6SCqSX+6dHNRBb2PKRYt6je/foO6OnTULYARLPTT2rI2RTHDYbpUaxmowNAkYhHNGlHd1GDoGgQZE3HQ5aMfosVrwNWxoGFLyJvJAOJDp1fXe/XSNe78EsnvFIVkcsl6GAS2k3Xq6popK64nFd3d2ve6bHTZGmeWKSfciUy5ZAvubwFRouMD1b0e5YwlQ1IRxxXSnCR5oGP7ge5KQQOmaKvYtMuS0X5J6PFKZ09/S4EWooa7NOWVfJelhP2bXXrHLnAuLCd+6/V4HdfdqdTNl6BuxTghw7N60be/o866cmHMtOW3G9J4Llk3ddUZQdLRXNmqiVySoUaylwYmVKYXeuEiSWro7wRmNrVn3WswtqnlBEoWU7gHsBk9kcB3nccm1rtwO4Rr/yK79ix/fVr37Vro8PHz58+Gg/OMWSzcxpnMIyz3xihuHSiNXZPVN67z+PgO6RNk7kT6me8+wqsbBPBONWXc7XCjqaOa4rkpcoGopqb3y3ThfOKlfJNwZiiVWj2hPbc0G8PFIZs9egno9tD8OprmoNEBlkfw7G9swQVRxSYaw6L/aGLe+6U7WBuoJG+gjPKKB4qog1I9QA4qJLOg6oN5rWT6YesP1qrr/zrii3pIIdOpEfbCgPJoyswrkoVctG9Ob1owrbMGwdJX1VdX/mhA4n93gK9Qxap/p0MNFtuQo9jEQwom+MPmiv45RN2Ph3vlJSPVhXtlrSjyZPGrGac9cVSSodiWuokFWuWrL3NSX+UNR+h3iY9xuIpyzWR1kSq9SDyYWVAA8lO00p8KHMpKltAOJ6co/DyZVbDNJrQqVirIj9p/c1p7JCLvFTu/bqu6Mjlh/2RKOWOXAMY/WaxfjE4ZBXyCchmqAC+pjePss5Lu/q0p0TEyxyRQL0aGo2aR6qSx21uqrFgq7EDiYS0v1TmYaNqQeuAft2KpfXa44c1i27+nQym7Pe175E3NYCQ+XzKfGTE3c2xcHs72LKHcuBXbdwSJ86dVbjJfp2nsUrfU6I8pd0pvSkgf4LPiPk/dQejhVKSqTT6mmKc7H0GSoUdSyTuYCs4qmqTFgu3xdr9GKCHjFnsFDQsWxOl65AIWazQZ0CC2SI9+QmzeDaQeZgQ63J2QXxO/fdd5/lQY6MT39nu5AiHFGFezJKMttlv5cDruULXvACvelNb9Lv//7vt9WxbSW2R7a+CVhpINQ8fXjdddcZCw4wLdes4YVyCOopIBoMqC8R1tkMD3XPi5pAAwJJbyKkh8fzOp0p63B3Qj9zeb8u6U7oR4MZ5Ss1XdqT0GP3dqo7fuEla479TIEiil8ciiaeYslVnUHdHMno5I+/r8l0eqZB7aZzaFJTzNnf06eOesQKz+xTuEFOITggmDrcmIB0uLIrqe8MTWm4UFZ3FDFlaapcNTm0p+zp1sWdcX3+9IjumsgY05LjoJDdEY1oqOgRSVyxyabT6nVjgA7lixpAxrla01DBK1oPxD153lO5rAU4EGqmPG7GzO8TXE0j/825bkzaQdYZLBZ1KJlQTyyhUgGWZ1ADsaSGpidVCXiqNx2RmAUUFAsnygSlE+rtXbgoRNB5fdclGilOaKrivWZfNK2u8MIF4cVA0bU/0qszxUGpVjJZPgI2tt2xfvVEui3YO1M4Z0Gzt56i6o30KAC7GdWVYFzd0W51hFLnBaYHYwd1rHDMFEQIqAk6w8GI9ib2qjRW0siZEd07fr+6Lkkr2hVWKMy1n5UrZH05pRLUSMLB8wM9CB7ZasZY5l65nPNebqjDrL/vNCSRsqnNRGesf0w5RqjDQF4KXsCqJ1mBcNHVy/6cnyzZ9apR8L/w809Sw9dRVGkGLQnIQWyQXVoNnI8HH3zQghoKnAQ1i4FzwOQh26WXXmrBBIorBEa8DgXS5gnFxeyCWoGowjHgb99O+NrXvmae7u95z3v0qle9aqt3x4cPHz58tKha5EqnEJunDx//+MebcgHE+ub8griCvMIpnfTEIpYfTBer5h0OEYXwqisWUi5T1ffPTevx+7vUEwvqF6/o149Gc3pkmmJfQNf0JHV1j2cRsxjIJ/iZQoWCsueXfkO0qiOTZ/SNb5y0Bif5jGtAu9yMSf0rj1yswalpj3gA+btB1kcFBQll/LMdeI8rOnv1ndGzRiZJNGStM9Wy5Qu39O3T1V39+ubISU2WUY8sWSRJ3gDRgr83W+vwN4gmD02Pz5BVsKHha0hYQ3YB42Uvnnc+425fOMmZasnOP8dsKopmHVTWZJkJvoQ6KlHbP4ghiTo2RFN4KykaCqsjHLMCb7gW1GARYn1efbGFJ672JTr07N1HzL4HeyJe81AybeSO1YDfvW9qzPIpLHg4plylbEMcFIyxB6Kwiw0OBBEO+UCiw841ii4DgYD2J1Mm2Y3Ut1sn/Mx1Xf26Z2rUZL253py5vYkOPam/T9mxMY2cHtHw8bMqDHRJ0YrCsYSnKNkgH3EeHbljV/z8PC8Vjhh56cHpCcsrWTcMi7CvKKr0RS+cZlsr7pkct/0aiGE9Vbfj4t+lBWoSZ86csaLYoSsv02gJmfrzP0Mcm6dW45F9msHgB5j7OyjyYA/UquD+RIGT/OPqq69eMgfhXsCUIhuFcJpWzv4UJcnmCcVWJYC0M1GFetuv/dqvWe2J3IZ7uA8fPnz48DHf83ylZJVz587Zs57BtSNHjnhkmYaSu9ncNOwovczCQzwQ02R1yv7ucaxRCQ8oFoipWCtqupZVX7hH/dE+I4eMlSesto4tem+0R/FQfFn1fmr7Ng5MfF8PKzwW0IOn79fp5MmZHo1rQBP78JzkHKRjHZquZu336EMA4huOB2JLM7ojnWZfNF6atIFY6vgQZfjZQ4k9OpDYrXQkqWO5c7Y/WARxyLzOSGnShkFdnAVhJYwdDarmhREdTA7YuZuueLbwvA7nExUU7D8h0+cCXv4CIOOghQ9RhStAxwiDVTBdzlvMyoBwscDXiIWTms7lVKT+HgwoZT2aiOIhlDYKpka5GFmFGP+W3r06mEhrsJi1/cAqCIvM1Vg9ch0YnP7m8DlTWCQvIq9E8eRAIqUjHZ1GFP/60KAmyt5xQyK5trvH8jfUQS4LR3RxR4cOd3TMKLSAn9q9WyPFooYK2CBh9VNTIhjUzTTz63UNj4xo7KEHNNjRqVIioRK2TKZM4h2HN6zgvR6ve8kccgYEkR+MTWisRK/Oo+BnKp7q5FVdy1eXWS4GC0VTVEEBhl4duQjWu6a4UvP2sRl8rn/84x/bUHHvvv0qFksXnHtKCzbsPgfkSROlsuJzBvEZUOAaTJaaGoUthtOnT1t8f8MNN1j9YjGYGmkqZdtFF11k58qR8Y8fP273BkfGJ7dZK+loo0BvCesf9rXdiCr0yiCqoBT5h3/4h211bFuNtiGrbKbEHDdWlAfGxsZs+jCdnr3Z9ySQXQ4ZSSVfqZodkClM8P/1uo5PFFSu1EymeLxQ0kCKgmXdCrKTxZpJYwMepjfu7rBtKdy8p0PfPjNlRWS4LJwLisHcxB8z0KH/8vhDM1NJ3NiYyHrooYdmbnx8jUCO7WlHx/WfJybMcijCa+D5Xq9rXzKixw/MFjqH8mXdN1HQ/kTCfiZbrpj9YVc0rCfv7tJlaS9oes7+fl2WTuqhqZzO5cpKRcJ2Xmp1TxqsGR472Ttvd4xN6dtDE5ouI4sd0O5EVM/e12+FN4psPGT5u8myNXwfzRKoHlAiHLKicSCAH7xHGEIOrDPiyU5T9B2cmrAHvoJBKzZToJxR2Qkgf+0VkBcDgUqxBsM5qb6oxwxeCw4kPOuh4dKoyrWKQsGQ9kb77OugP9qrdLhT0xVPNq8jnFKswaReDJ2RTl0avFSPDD+i8dy4+plQ7NyvDuxcOqTDhw6bFO/p8VMar41qIjOpQDWgSCxiGzY+neGFSSfxYFK9kX5NVEZVrntBBr6WveF+Y6avNyDFNH/mzXHevCHrRmJpBkzUZqmxkcqgstVphWCLN34fMoqxk+dRSOE4WG0kFZ6zvQdWG1/ndVoNnAdYt5BNbr755lVJRlMUhezB5iYUeT0CSkCgwUaANZ9d0FagnYkq3/zmN/XKV75S7373u/Xa177WD4J8+PDhw8e6FHZp5PLsJE665pprZgodFHt64igiVlWseAoeZEkWOtfrGssWVajWTTZ6PB/Q/g4m4LxSMPnDRHF2HyDRP3Vvp22LgeLokY6Y7p3MG/mfQiX2oVWKpZLecOVeXd+bUr1+hRHtXT7DVBb7TxGHXIfYJ5ZM6icPPGTTcLWG+yVFM/bwMRR0mggMJ7I5jRer6ot0aLKStyIkuQYTeo/t9SYJsZN5xsBFOpGbNJIFKo1YBt0zOTSXA90AJPqaKTbePnZWpwvTNiVIfnIk1aWbuvcoFvCUCeMBT7mGfeF9+RrnG60N8hMINC4CRQmkyyb0YsrXKsqVy8rg6R7jNZgARKnR+2nIFrkaktSlRckqXvzsDQKQK+2No0C4+oIXxdyn7DqgH4yfM6sdZjY4f9d379Luhr/803Yd0HAxb+QflGH2xlOL+sbbGQ0E9JRd+7U3mtBtJ46qGgjo2r0HdGV3n5fH7RpQ/fK62fN+8dwJnS0VlJ/OKhaJKBKNqhAKaE+iQ/2xhXOTm3sHbCjibCGrTL1s+Sa+9k/ou3Bqdq3gvKNmA1kE8F4QpcB4taap8vmFW0hYrPcbb7xRoc4O3XP2hJGvUA9S0/roi8YusDICLtedVbzxwDrdE0m0dIGTfGM1ktHcU5wkf/OEIsq4FIupgzgyPvWcVigytjNRhebar//6r+s73/mOKars3evVOHz48OHDh4+1DBQ7VWks0GkENxMhUftm6BKFcSx+TAGkYclD7FyoYVPpxUclGxyFAO99H/A7DtTQrY6+BHZF+nQyf9qGSiONmjFEEGL8RCiuR/fcoODuoCqXVazOSk5DvENtFYVr6q/UWyHpniuN6O6pB21UMlTzcgfq09FgRIcS+2fek30fLU0qHU6pWq8oWymoXq8YUQYFl/1x75xclNyj7kiHhooTylZzRhpBLX2kNHFezbvp7Jqlz0hxUg9mT9nrgmQopks7Dqgn0ulZG5HTBCNGTjHb1sZ14UwS40Ooz9HnQNkGu9caJP645Q0Q8kcz0xaTBsJBU4iEsO5A72eqXLwghp0Lvq9ATT0RlDBRnE+sKba7vCNt+dudk57VDsd5eUeXbukbsP04kEzpZQcP61Q+ZwSN/ljM4vCl3hMlllcdPqzvnzql+4aH1Z9O69H79+uSjg7vdQ8csLX/0OCQBodHNJzJKlqbNksnRcKqBYO6oqkPORdYEz1jzy7dOjSi8aJHViLPw/rn8vT6q45AHqHvhmIm4HqTdfCvXLVq567LnCA8G0hqD8ToxLk/mpjUqfz515acmEvZF7+w38U1QB1muFhSqindcbbFOEG0Ik6ePGnkBvI46hYrBWQl4mY24mnUcMkVyBmof5ArOTI+g0etgHYmqjAgBVGFQeL/5//5f1p2oHu7ojU/xS0cCHETQKUBuOnDZlzRl7LiLhN8KIOczaBmUVe54tkBUfDFT40b6VC2pF2JiE18ZUpVpSJB7etYuUrDk/Z16isnkvrxcM5UUTzU1RML67VXzwZp7CsPPTYeEDS0KdZww4Dhx9ee3tenysEuff3stMlt83m7Oh3Xr1y5a6aw+82z0/oshJaKR6yhkHxlT0LP3J/W3mTUiDcOPGwIPu6bKGmkAMkAibe6ihWk4ZDzbuxtvWaM0s5IyCS/v3Rm1B5Q/JtnzslsQZ84MagXHdylcjWoU5mCvQ9l51rAYyhT66NQjmQyBT+T2m7sB69FkBENhBTLFBWPhVVNxpWtli2AgaDi7QcKHRBBFr8Op3KT+u7YCWMQe16TYV3e0a9H9exfFWvXO1dBHUzs097YgHlf4nvpmNMOBKR90ZV5OnNMp46e0tDpId100002mTYXBMWHd12kRCmh8cqYypWyqtWKFfVKI2WumgZ2DdhDZq58sqlyhHuUCnWYXRDBKCSVWduc9YWzFporaUfIHg7Mfh4pVvNZ5WGOn7mpDoW7bR+x/XH2RZBVkqEOI93M916pYKemaniXIh0ZsrWGiksyiDdpa6mqcE7uueceC1zWq8DZPKHI67sJRR7ONIgoALtC71YVVCGqcK25zu1GVPnud7+rl7/85XrnO9+p17/+9W0V4Pnw4cOHj60r7M43feiA9c/Vu1LKlL38BPLJRLFiEsXFcl3jqKzUPYuUarWsiXxZ/amIFZaYgrq4a3UE7pde1K+/ueeMpstVBaoeD4SY/rrehK7tTlygBsdzn5iHeASyiiPsUqR++d7d+tzwqM7kPetRZIkhqjxlwJPchYjzmdNndSKX84qbDd9rptqYguvCzqbpnJDPTFewWcmbvPHJfM5IK9VaQFGkmxt5ElOHYHcsqe+PndGx7KT9LmQBlDPunRq18jeWQ5ANkKqmIM6EI5mSkwhnmhDrH8jxqLk4IgtFdoq5HfWgAuNZJft6NBmoGEmlq0lKnN/jdxZTSOG1vj1ySg9nx00lhv3guLEsgtixWnjkHmd7BLkmOpNruWuIv/ZKPbZLxaJG77lf1yaTpmw6d4rMYv10Ws9MXKZbh05rpJhTqVKxIngoW1J8OKOHsxVbH/OREzhXz9x9QEPFvCmRpEJh7Y4zObr+sRfvTSEeQk8zrEAbmCWXNCsGPfrRj7Z1z9cu7kDBZsLWAsQkyEs0HK5O98y7vxclO/TjcETj5ZI6wxGz42LtsUau6LzQZnirkc1mbeCAa3XFFVesS/wLgf/w4cO2UfegQcRGDkGRsdkuaCsmFJsHDtqRqIKPOyQVtnbL13z48OHDx/rbAC1noJi8h3yGOuXjHve4C+zPvSHPqGoBLz7PV4pW0bW4IlBXmeibv1oMVjHCvKfg7f0M5JKVIhlOaG98QGcKgyrXK+fVl48kDs00Nqm1otLPxnOSeA9bdr5PLICaHnHQZcnDOl44Y4QU9rQznNJVHZcqEfLi/rHShB7MHm983yPapCMp6y+kw0kjrDh4x4Tt5rSmK1n7GkSTcJCeCTXv2Rq3p+4YVGc4rrunHzGVlXjQ+36mWtA9U8d0XfpiU60cLE4YIScS8MgtXHUvj5P9PkPC05Wixbnea3vkfKx1Ogt1y/tCXZ2aqpbM9rRZIZB8szsabzYxuACjpZy+PnzMLFY5HmJjlFie1H/4ArXBlaqrXN7ZZSRylFSwBmoGX7ukY+WK8pnhYQWOHtXPXnPNjFPD3PV/xb69KiUT+vbwqLJlFGyqqhWK6i3kVcrndKpRh5+PnIDayoFkQidzees/7knEjMSyEYAgwnVkMASXAweUHs2mtBFTu35qPB43Gxw7xq60HspkNVwoWh5Orgu5ZXccMlTHvNfk+p4uffncsKbKZfsds1EtV7QrFtORDm8wopXAZxoi3aMe9Sgjo60V3B/IVdi4v5Iz0aOhr8s9g3ug69Ggsr8VPQRHVGEf1iuPaxWgbPP85z9fL3rRi/Tnf/7nPlFlAxCorzZyaEG4IuVqG4IULhab8GCKjxvr3OnDZvAQ+H9/eFrfPzNpD9KxQkVT+YrtF4VfyBTIWefL3gTixb0JK25CbPnpi3v18qvO9yxbLrg5f+rhMX379JSKtbou70noZy/r1955yC8EQRRCuJnB6uPmhUqMU10BXX27VEv36mB/b0P9xcOpTEn/8+5BCyx6ot7xYzkEceUVl/TpcXOUYPi59957VqdzJfWj0hHEr7Gmo9NM2tWUiDBF6J03zsdz9+/SWKmkB6dy2hWf3XeCGDzrkuGgFZeZVORBCCC87E6EjLxSqFXUTxATCGiyVDRvbs4HknNhLIgKeT0pmdY1V1ypyUpRXx48Zr8DOYXrhRw1+/jU/sMz039zgTf9p87co1y1PBMsmXpOIKAn9B3WlenWkbPlWvOw4vryYGSCbDGwTmGW52pZC3CTwaSKmZKtDTYegk4+mY0gY7MBs/1c6aSpuIQV8TxH5QXDfZEBdYTSMyobfKbnNmCwEZqqTKhoDPqAkVEg2zgSzFywTicqI8rVMh4pSkEj4/SGd5nySitdaxSfIOlwrTfj2hCAuLVBs4gicLNd0GYEJLwv15qJSYh47QSK9C984Qv1R3/0R3rLW97SVgGeDx8+fPhY+HlOI3U1IFe57bbb9IxnPGNV04fNeGQir7+9/ZSGsyVrfg/mSsoXmSrzyCw8kaaKeHFL6VhYl/YnjWTSFQvr/3vTPh1eJWHlbK6kz50a17FMwSSOb+7r0DP2zW9BSFxKDADxgNyM80Yu4+IScpwkdh/d3Trc06NoU+526+CQbh8bNx9xlBfJNZgMo+D2cxcdNqXGZpzIZfSFcyftXDjlCsgYWKhEg1WzezXqdN0jGjx798X6xsgJK5aiHjKzz5WyFXshl5DP8HdvghOyREjdkZiR6ZPhiBKhiOV4WPlgpUOsSzEwRB42VtDTL7/Oil53Tg7qrskhKwgiw20y1ZWSdsc79FO7jixItvjh+Fkj1HDs3t576IzE9IoDV52331uNTCZjebibzlpqgol881R+WtNlzmVY+6IJTY15U2g0APh9F7NulXzy/VMT+ubIWSOZsKbIm1lTXZGYXrz/IluXDzzwgBHLIKo023qyLu6dntBD05NGgoIQBFHlcHLhouRgIa9vjQzamuU+wHm5obtP16S7WyrG5FoTA+/bt88UEzd637jnkju6nIZierNd0GbkVI6owjQ117rdiCq/93u/p0984hNm/QNB0ocPHz58tD+Iy3kGrAYQ0VEToM63EJzlOzEcg5meVcqFOJ07o8HikA04omJeqpUtNoaI4ayBqDNTW44GYvY1SOTdkS5dmjy/nrwS8J7nCsOmDp4IxnUgsd9seuaLASAlk5+Rz5CbEZe4nIZeV09fj9ID3err7lN3YlZVg+P50eTdKpo1kdcL4VgKtaIOxPfq4tSF5NB7ph/WUHHUbI0gk1sOVJ42kkmlbpozM+T5g4kBdUVSOpo7q47QrFIJ+5wp5xQIkHfwfuSEnj2R6gwnx5UMYlsK+SRpv5evljRRzJmyCn0XBhKUr+rifEw3X3ejqgHpS4MPawor0bBHdIdwTl7zmB6UR+ZXpCAm/vcz92isQQB3OQ3veV16QE/o99wGWgGcN8gLbOThy1HZGC+VdDybtTxhTzyhrlp1RpGH3J882OU09Hw2O6Zn/Xzk+GmdbFgBoazCQEauWtPj+3v0xIF+6x04W0/WeHMeN1os6o7xCZ3K5k3l6HAqqRt7etQVjSz4ft8fGdMd45M27E4vDnLL0/fs0q551Fi28lpTb+GzTY+m2ZVjo8C9grXBfYOcgsF0l8+w1jZDAaSdiSoQgn76p39az3zmM/Xe977XJ6psEHyySgMUdiGqLNTsXGz6cC6K1Zq+e2pSPzw3rdFcSd8/PaVytW4PY0gZ/IcaCU/P3mRER3qSevLBLj3rSE9DQntjg8Wf/OQndgODqDK3EMLN1AVFbPy8mzLizy+fzeqzJye1JzFro+JsgS7tiutN13je7OPFio5OFTWUL+mbg5PqjoXPU1zJlCsaLWIL5Plq98QieuruXj1+oFvvvf+E2RClo+cXSI9lstix62ASRm1gdhoxENBrLz5ohIUvDcI2rlmxlz/P5opCAMbCrDqydEE9efduPWnXLvu9U7kp/WjinPmRc12Ycryua0CXdJyvXkKBmBCbCbsfjp/WDyfO2AOxeUqQiUQ8F1924Dq1AmCYc60J4Anc16PQ5uST2VgnFE0JpDebsVms5TVaJuiHOY5nfUidoW4jnUDMwa5mMZUN1rln5RNQoOkaLoZKvWxJBoosKKq00gOXBJD7E9eHAudCSdpGgnuFswtiA+6+AeN3riLPeqCdiSqsYdi6FHeZRGyl9ebDhw8fPlqTrAJ5A+s4kujFpg+J4YgX5k4fzsXZTFFfPzGhR8bzengir4dGckLhF0IGJBWeTNEQih/Skd6EruhP6blHenV578Y3Wok5iHOJ9cjP5j4nXbGGfIafJQ52MWuqs1P/++hxa/JjfdNc/KIg+Nx9e83Tm3+fzuVtWuuhzITZ+WD/04zhQl7RIGegYidkX6xDT9x1wEgpXx0+rnSYovfsvhWqZQ2X8kqHo2bnQ+GRr2Hhsi/RqZ8eOKLvjZ/WseyEFfsgMkyUikZg8fIZS+BtwvA5ey81ix+Kwz+aOKvjuUmVa55MdX80pZt7sf08f0IyX63YhCEkmn86caemyyX7t9vDSo0SsvTk/kO6rrs1CPiOhH7o0CFdfPHFa46JmuWT2fi8Oflkts2yuCQf+dH4iO6ZGrdhDNYJCqFP2rVHfZGYDRywnxQ4F7L1NIuuhrrKcs4LPz9cLDTkypl0bS2PczccxLVequayUdekOd9lUpsc160N7pkbYQnVzkQVfNw/9KEPGVFlsaajDx8+fPhoL6yFrEIMBLABnA88nx2JeW7zey6sz1Ge1HhpXMVaUePlyRk7eK827OU0/BsrnBjDiZFu7Y3v3jDFcAfOD1Ye5Cv0aOYqoRspJJOZ6dE0D5CS10wqo/szR2eIKg6QVxjIvLn7OiPfQGqZLE+rWC/paAbyPXY7kfNyBJRWavWQ5Ucx7IMSA7qy46DunH5EQ8VxpcLnxydjpYzlHT3RTrP3oScCCR+yzE1dF6sr0qFvjR5VrlIyZRVi0Cnew2ngY3taD+qijl26pe8S2ycI+j8YP62JhkIKJPxLO3p1TXrg/OOrQqyh9xPRsey4vjj0sOVIzsqUa8r+8L4/d+j6NVmcrhe4lo6ETo9mPcgLEKxdvksvhHzXxawMNGxWHD1ZKusLZwd1Nk+OUbeBk6vSnXrK7n4Vczn7rC6llkhuApayhnWgHzhSLCkWDGogfn6+3QrXGvvWM2fOXDBwsFmg7tOc76JU1WwXtBF9I3IoSEntSFThc/uc5zxHT3jCE/T+979/SwZddgp8skoDTjHloosuOu8EOeldNmSqsMJYKd706Xt174gnMc3nlAIiN1E+sj9zxS794o17zDZoM9htFPqc5NZSzeP5gqIHEnt0dyWu/R3x85mQhYp2JyJ62w179JXTU/rS6SkjnOBbh4TX4XRU/c7zxwq1NeUrVb3xqr3anTj/BvmRY2cvUFap1mp6JJs1libyZc37OFIqmx/fzf3dOpad1o8nxkxRZaxQ1mTZC4ICtZqCwZCFRDzIXnfxEe1rFP1g4Y6UcvZaFHybJeIoDt82PqhzhaxNPfZGYyrXixouTlnQ1AyCtHAwpNdd9GhtNSjQ33HHHfZgIODdiKLrfIxN1wQgKNpoxibXq1jHhxO/ThjhYbO1goGPt+dO8cF2pCSuB8XszSqwL5VwObsgNu49663I085EFRRynvvc5+qtb32r3v72t7dVgOfDhw8fPjaOrELBCouFZz/72RfEYZCXeW7yTKFAtlI/458MTuv3vvyQsqWq2ZQwDUf6whOqIxrSO552RFf1bc4016lTp6ywSwEb9YXlxErEqm5CEa/vO7p7LWZKx2a9xYktxyyvgLjeof88fc7IKuQKhVrVfNAv6YwrgrxMU65wONmp5+w9nyCNDPXnzj18gbLKeAmLmZL2xTtmrIMAKisUVl+47zL7nXunhvVIbkIl9r2UNxtVWEL2G0Fv4hFyy0v2zRaCsAvC0x2Fld7I+dOPWP3cNz3sqUgGAjqYSOuHE4PnFXYdKFJf1dmnp+8+oq0G1wuC1UZZPTbnu7wXfyePcU2AzSAOMBQxWiradR+IJ1RvkNCJn4ntW8V7fLNISZBU5tZktgou33Ub9RM3yLMeijysP6eC2m5EFY4NH/f3ve999lwiP/fhw4cPHzsHayGrPPjgg5bXXHvttRd87+zZs1b3RX2NeGGluceD0w9psDRkNX41EVVAV7hLl6cuXVB5e73PD/EexznfMPF8cIRa4lZqrrE9KZX760qFk+f1eFCPAZBVxstTOpo7aTZB9KUgskQDUSVDswQXI+vWCrq28zL1x84f3n0wc2peZZWh4qSdJ8gqzciU8zqY3KVr04c1XsrpvulzGivlVKqW7D0s+ajWLVe1nDIQ0GN7LtHFHR5Jnn3E1of8C3I+hBQHCP53TZ7V6cKUKeKkQqjkh/RQdkyRQPg8wgJkFi7xKw5crZ7oyqxH1xt8DlizkLIXI6GvBS7fdXV44Grwm2FxyZoYLBStB8hAek80amuU2J6a/XzDJe0IR0qiP0Vsv5TDwWbtEzmuWxso8q+3Io8jqpA/06dpp2vN/fZ5z3ue1dA+8IEPbMgwto9ZtNXZXasf4lyPd/7Nw4Sm6Hzeh8vF7lTUyCp4vlOU5OMK07BYqSkcCixIVMmXq/rWqSndOZyxouKNuzv0uP3p8xRKVlL8gbyAFx43jeUQCcxLu7PTNh4q3HhKR8/pzsGShsfGFAuHrXgWjkSMlHJJV0x3j+f1mROTQiBmVyJizMhHpqo6PoUEc1DJiPe+mXJVfbGw+mIXNtZv7E2b9Pd4ESnukE1vwtKEXQk78wLUCW68v16U6jT5Y1RX/u7BB3F2V6haUySCEkxQoVrNfOZ/ND4xQ1ZBhntP/EKWI5OHXxo6YcQXps64BucKOWMku7XWHKix8igybjUcKYmHDYH9RgUksDBpELDxWXFWUgTbBGLNQdFG3Mg59/FA4jw5LhoXELF4350Azjufa853qxBVAPeXnp4e27jfQHSjwEuwxjVibbr1QYC00iCmnYkqTFa+4AUv0Bvf+EafqOLDhw8fPlYEF/MRHzTH+iuZPlwIF3V5BU2zwYk0VBzwSa7UVKrWtSc5S/qYi+OTBX3z5KROTxctL3rSwS5d0rPypizxNsVrppQoFixHOtmdFwonbMRMxKyPnDmnc/m8SpmsYtGoYrGoqqGQqV/ujsf1pbNDpuqI8ko0EtZEqaTxUk2nsyUd7vQU9iimkqfsjl94LNj57Et06Hh20ssRgkEjgZAbmZLJAueKTBHyyPXde3R1ekAPTo+aQgtvFFZgJqZmWnCokNVUpaiuiEcCRkWlWUnF4ZHsuG4bP23nD+IM05MPZMY826LGeXX7wzGB5sLwVsHF9qzZ1QyMLAdz891mi0vW2lpj1uUAyyc2wNQb6np8hh/zmMe0TGy/0eAzSU6zUaSk9ch3mxV5iNchsjRPKK6UVNRMVOFab4W97kaBY/uzP/sz/f3f/72+8pWv+EQVHz58+NiBWEvMROxOTDSfWsHx48eN3LHaum/UCA5eToOSir22dQ88K6CFiCpGai+Pm0oLRIl0pFN9kV6F5wyyrnSY+Oabb152zRySA3b3bJBcTo6c1rHKGY3nJhQOhCxuYasEK+qOpI2Y8lD2uFn1xFBfqddVrpVVqpcUqYcVDXhxZqleNrJHR/hCEsXeeJ9O50eUrRYUD0aN3VOoesotzWrzM+dJnr0ogCTyuN4jlrd8feRe5bDqqdQVDodm8lHsh47mhmbIKlyXXbELG/zkKN8dO67BwrQND/Pek5WiDQ5z3erz7IenILO1rU8X20NOeuxjH7thSujN+a5zTSBmhTjBWmlWkdyIfeDzvicxG8s61XtUMVmvOwEutoc0xOe6VUjozfku14P14PJdxBnIYVw+Qx9npbUi+sVY/5CvtxtRhWv5ohe9yHKZ//2//7dPVNkEtBVZZS0gMGgmqzRPHz7+8Y9f9UQTNyoIKUhkl2ueioeTmKPQi7/afMiVq3r3baeM5OJw+7lp3TGY0RsftW9FSixIFTGpT/EHSd3VgqDoGVddpKMa1gMTOSN95Apl5bJFdQWl/YWyvjWdsCLs7qT34GOyrz8e1mCholPZkvamIqaoQiH4yXu65rU9urQzqWft69O3hyY0Xa5YoHIwlVBnJKj7pjKq1jxLJTBdQdYN2bjZgIprFgsElC2VrYhOkc/dKO2GW61oahkTq0czkzYt2RWJzrBz8Q4fKVVVqQVVCdSsoMx/XFV+4kjqfAbyZgN2JOuWhwx+7pv1gCAockEPa96pauC5CXmFZgIB00b5fuP3iBcgCctyGxfbHQS8XGvWNA2bVmZ2UuhnI0AlQHeKPDTO2P9mu6ClyFWumI2k3P79+9VOoCkCUeV1r3ud/uiP/qitAjwfPnz48LE5hV1ATuOa3GudPnQYL5RNQaVcranINFyD6IBiYSoa0qlM0exN5+InQxn93Q/PaLpYNSWWnwxn9e3Tk/qlG/bqln3Llz92FkYQYCn+rHZKibiDmONZiYQ+ffqs5QsUUKdzObM2OhQOamxoSI9ki0pBzG/kXOlI1Kx6pso1jZfKltth/dofi+nyzvMluwHn+Zbe/ZYrnM5nVKqUTYHxqnS/2Qlh69MR8nIUiq94vR9OdplctQOE+okcHuU1hQMBhZu+R25SVd1sfBxZZT7w2vdOj1h83hlx+axXXEbNpVSvCU2XUL1RqK/XLd+5rLN3yz2+XTNiM2N7iorky2xzY9bmfGcjfL8hPxDbE9NDQm/l2H69i4AUs1s9tud6k6uwsa/ci1gbkKooTFMAdutjKXvcdieq/PVf/7X+6q/+Sl/84hdtkMSHDx8+fPhYy0CxU5RGmeKWW25Z9TCxDTgjltigU9Qsm2m8p0Jmh7nQ7x3Ln9BoySN78wqTlUmNlcZ1aepiRZosdTZimHg+0Ke6ZN8R1bIM1o6oVq1a7JrLFxSsB5Qux3Wi+7TKqijhVFQYOggllKnmlK+icoLICRmFdDCxR/HQhb2vjnBC16aPmMIKhBX7WiiuvfEOncqP2DkjxwEM90IQ6Y/N5ka8L0T9qXzWco1oOKxAUy+Ia4FiylIYKk5rpJg1NRX3fhBRJst5s6mFtOLR/r0eDQMFe2MpJbeQgA8pgNievJx4b7Nie865GyClFzg3ZsVuqllVY73hBplbPbZfT0Bqv+eee6wfRq2ilWN77h0M/rI1D59TM+I4msn4Sw1OtDNRhSGFF7/4xab6iaXpThki2WrsjArICgMhN33IhxNlitUGDgQzvGZ3LKS+ZMSKnVPFiil0dMU90gbKIfPh6ycnjajSlwjPKKnkKzUjrPzwXEa37E8vu9BHI3+91CY4htdd0a+vnZnSj0ZQGYnplnRM18XL0uSIjg1mVQpEla2XjamJokl/IqJMpaZ4MGgKKBd1xvX4gU5d0z2/7JlZ1/SmdVVXh4YLJSO0DMSjylQqmqpUdC5XmGHMcm6esKtXfbFZVijBGYFfLBxRdQ6ph2IvoRCF5aUwWS42mLiB89U8gmHVORYVTVaOQJWv74p16Mbu/Vt6E+W4IQRshce3A++LfDZbc1BEs4QpNJIKZxe0VqkxkzV/+GGTg0debT08H7cDWOPco3hQ3nDDDdvKK499xqKJjSBoLtvb2QXNR2xqZ6IK92qIKq94xSv0J3/yJxtuo9Wq+Od//mdL4F75yldu9a748OHDx7aDKZ8Eg0ZobZ4+JFYg9loNeB2e12HVlY6HPbJ9GTWVmuLhoDqjYRVNsePC5xYE83+9d1iZUlV7OzxihslG58r6t3uHdeNAh2JUF5cAQwQ8/4l3KP6sxzTY4VRKL9i/Tz8aG9fZQkH9HR26JB7TnkJeD50b1FQgrGQoqEBjQpH37o/FNVos2hRmNBDU5V1duqG7T6mGKsZcQDx58q5DZs2DYiOqJ/zsw5lx3T5+1qYBHSCc3NB1vnqITTwdPabQ7pQVl8+7JqorHAiagstiYFoxWymdZ3MKPHuikOKhiFkDkdPwDvwc+9EX3ZpJMI4NNRXU+CjqrrYZsRExK7kWMsAUIvmMOTuY5RTylrPGie3Jja677rodEwe6YjaWXtvJwpV7GYQUNvJuiEYcC+Qmai+sB9cEmDuhyBpnDbGe2pGo8nd/93f60z/9U33+85+3/Hynws9pfPjw4WN9ejQuRuJrDBOvNg9wOQ1kipDCRniAqGHvFwh5+c4CKhxTlSmNlcYUDoRNwQSgrpKpZjVcGtW++J5lDxMTAzBEsJZh4uZ45NLUYSOgDBZHVI5W1BlMKlWMK5fN6PS5M6p2BVQLVE1JkvgkGowoVo96Q7cN8sre2ID2xhfuGUE+6Y12arqSs35MOpy03y9VyxouTSpvp9FTMtkf79OuaNcFTXyFKgqkIMzMvq5Tqe8IL92jmaZHw0D4nJwGlZV6GFvNug0gePsRMAuhJ/Qd3LLeCE181i3EkNUqm25EzNqsqkE/BaK+i1nZ17WeL3o/XG/6qRuljNlqcDZPWO0Q228nC9e5w+cQAslnqCEhfLAYsamdiSpwA17ykpcYqfDf/u3fNkwRqdXxz1vQo2krsspaJxG5YRM4UDBZ6/QhNyq3PXpvWrefyyoRDmog5S3uqVJVUQV1054L7WfAjwczVpNstvzh98fz0p3D2SXJKi4YoAhCUXc9C30QbF5wuEfPP9RtQcUsmWOf7n9oRF89PakaE4rT0/bVcCSqqEJ67oEu/dSBbiPrLAcUvQ+kZos36UhErzi8T/dOZnQ2nzdrnsvSHTqYjJ8npecKfU/cu09fGRqyicFgg90CszYZCulRPUsroHiTjefb/QAmDg8n07oi3aXjuXEr1uM7f6Sj1wq+WwEKpzwYW9EWxalq8Hlyhby5UmM0UHgAriR447pAfuG11jJhu93AOcQHEKWj7V7MZt8hp7A12wU5YhPBtAuKIOhsh6nL1eDEiRPmf/jCF75Qf/EXf7Gtr+la8F//6381X/u//Mu/NGKSm6Seew/24cOHDx8Lg2SSWAGiCkn2WqcPKRTz565kRFf0JfWjc9Pal46ZrQ1klHO5kg6lY/Pa+pycLupspqieeHjmPm6TXvGwRnNlHZ3I66r+1LJUA3kmIL+6ns/IQ6mkbaiPNPvV7zt0WA88eFQFVFdKZWWzOYXCIdXCEctHXn3wInVGZ5Ubl0I6ErPN4ZKOHnVH4jqemzBFFf5+UbJ7xgoGQMSGtPGYq69WvjKukWJO5Xp1RokFHEym1bEEWQVLIbZiraLmn3Rkl8f2HFC+WtbZQtZyK1QiDyQ6t+S5S/5KHk6hD5nsVpFOnquqgXol65L8C2IChTwICS5mXel+u2I2rwFpY6fEgRCSyF/boZhNAZP8hI17prMLYm1AbHITivzJvRmyfjsSVd7//vfrj//4j/WZz3zGPsM7FX5O48OHDx9r69E49Xuel049fC15gMtpiDW7I10aLo/YcGocaxzUCutV1QI19Ua65/39qUrGYudYk0UQxAwUTCbKE0uSVZqHianjrqd1PftxILFH++O7zz/vA1J3flAPTB+TynVlslnVIeREwgrEgtobH9Dl6YvPy4GWep+uyGwPiytxY/clGiyMa7Q07Q3xRtPaFeue6RNRx0URhz8fffXl+t7k0QZB3vu+kU8CQV3WsTRhGStTfg2SEPvSPJTcFY7rqf379Uh2wkj4u2JJXdzRe17+tZmg4c+6deo5rVTPbFbVIEZF4ZCY1Sm3N6tIrnQwlto2cS7KmMS8OwFO9YmeMrH9diY1sE7pzbFhjwtRsJnYRN7iBjU4TvJX1jiD6q20xtcK8vyXvexlNoT/sY99bFuRj9ohn2krsspawA2ZIAiyylqnD10Q5F730Xs79fTxvG49MaEzGe/rTCL+9JEeXbdrpQ32We+/uUC15UeDGY3niioMntShWNWKBBv1oWJhzt2XJ+5N68djeU2WquqMJ1SuVDRRrKizllfxgR/r7vHeNU2gJcIhPaoPhu6FctsU5Jm6pNhFQxtSyVi5rHunplTiegSYWozoWXt2qy++9Dk5kkrrnqlRTVVK6gzjaSmT/4Zsc1lnjw4l0zqUnD+Q3UxQzEaVgkLfatftVhXyXFAECQGwLjiGpexgSDAo/hEAtpIP4EbDTRTQdNpKZvZGs70dsclJr5PQcc0p4rOGWDvbSU1mMZw5c8aIKs9+9rP1t3/7t211TVeCf/mXf9F73/teYyw/7WlPs6SJ68z5aKeg14cPHz6Wwlrvedw3aQAT/6/H9KFNIKIoGAzqVVcNaCxf1skp1Ae9wbiBZEQ/f92eea097XgWegMbrAvM+75HJwq6fyynXCaj4NAjuunSw2saIlgKzSqKIBkO6abeHn1nZAx5DaWSSc8uqFpRz/io7rx9eEYlcLUTaH2xhG0LqQaePHnSrGCIfZ5RSOsrw8c1USpYoRyi0EC8w1RblgJ2PxenenTn1KCK1Yopp5AjZasldUcSuijVbXZD12lr4UjJPPvXSz1no8D1Rs2RjQEXhiWIVyGvkJM1k62J2RdbHxTDXKGv1YrZGx3/QkxfL/XXVoKpMPX32waxCfIV64PPNPkr91KmqZ0CVjtcc47jn/7pn/QHf/AH+o//+A898YlP1E6Fn9P48OHDx/o8S6l/3nbbbdYIRUF8PYaJeQYnA0nti+/VmcJZFWueyiE5SXekW/3R+Rvsq3lnCDAT5UkVqkUNnhpUZnB63YeJmzHf+dkV69XZ4rCywbw64lHVanXbn2qxopMPHFMuNTmT06ymd0SesS/RZ9tccP0gQNDgponPNc3WS3ogw3mv2M8w8Ht5x17tiy/dW9kTT6sjFNN0BatWxr8D9jrkNUdSvdqbSNvWKvaWF198seWvrQxIYfTQ2JqVzxmYgHzRrCK5WG7WbOFK/kqTfyeAvJVrTUyPmmC72cTw2T148KBtHKOzC3IENIbGuZ/xvXY5doaoX/7yl9t6/8QnPrFj+o2tlM8E6mbY1x5wJ26l4He+973vWSGBou56TB+CuXKvD08UdN9ozoKcq/qTOtLV8AycB198ZEwfvHNQvYlZr/R8uWqKLG969P4LPN7vGs7qH+44q5FcSaVi0YqO1+7p0ptvPqB0bO2cJPb/B4MZfffMtJFiLu1J6KkHu7S7oRTTjKNTBX3mxKROZkp2rBenozqYjOr+4WlN5PLqq2Z1uDqhA33dawqK5pMQhvlH8cedV/b7TL6gc4W8sXUv6kgZYWW5eCQ7qe+OnjNmLlc1EQrpuq5+Xd/Vv+WFJSvmHz1qzFVYqxSztys4FshGFHm5lgS1zg5m7vpoZq0SBLVyMXs9QSEcRRWuMxMFW73+NjPQh4RGcETwzPogKGq2C9quLFfIkc95znPsufOP//iPG0rAQZKbDeIPgOwES/a5z33usoKUV7/61ebVSLC2nnBF+re97W322X73u9+tW2+91f7ET5Xn6Dvf+U4rerdL8OvDhw8fS4EYZzWgwEROwzOSgsl6TB/OTUjJRyDHY+WDQspNuzsWzDVQXvlv3zim45MF7UnN2gANZsuWQ/z3px05T0WSn//nuwfNDjVbLKlSriidiOnl1+zRcy72JjnWCnKp7wxmdP9E3t77hr6kbt6VuoBsQ+HzttFx/XgMaeuq4qGgLu3oVLUW0MNjU6qXCurOTuhAoKKBhkrgXLuPlcKRsbmON910k5EeHJC1PpWfUr5SUWckqv2JTisQLweVWk3fHzutk/lJU2ehuIvt0OP7Dqp3i+x+5q53CBvEc9vN3nIuiFEhW5PTEMMuZgfjpoW32sJ1qwYtuNY7ZerSWf9Q5GWSlWvP353KKBuF/e1IWufYPvzhD+utb32rPvnJT+oZz3jGhr6fn9P48OHDx/YAuQR9mtU8V6jvQ2wln1ktqXXuMLEN3DbnNNWC2fvUVFMqlFJnqGPBWGyyPKWHskct9sYKCKDwUaqXtD++T3vnKKvkq3k9lH1EuWreBvFoE3XFO3V55yVKhNYn9p4qT5sFUaFWVCIY10CsXx3hCweiOc5juVOaKE+bmkwqmFBvrEvTxWlN5TMqT5dUPJdTOt5p+QwbSt5rgVPGdMTd5vhmqpzXSJF9gUzTqc7wwr2xuRgtZnX7+ElNVwqmNIl65KFkj27s3r/svGija7zkcigl7tu3T9sVfG4c2ZqN68mAhuvhNa8Pfpa4nmOnR7OVFq6bCe5t9Co4fvJ2iD87AZA5IBGSw0FmIe/la+S5jty01vvHVvbdIKpwz/7sZz+74Wu5FXOaegv0aHY8WcUpFXCToen9uMc9bk3Th+vFMqIQ/De3nzbLH4/8gge99Lh9af3KTfvOK6jmylW9/dZHNJQpKlYpKBGPKRiJaaxQ0bOO9Oh11y/PO3ExfPT+YX3m6LgqNSTaAiojB56I6Dces18H07H5yQcliqHSJ4+O6xunpyyQYHKR4u+eRFg/O1BXZXLESApMpq02KGJK6cEHH7QP9VwJ4elyRXeMTutUrqjOcEjX9XbqcMfK5HaL1apJY7P/A/GkOhbwpd9MNFvgEAw0F7PbATzoHHEF9RTWhyvycq0BBJ2d0rxGHhyiigv0d0ox2zHSOWYX6Lug2amuNK8Pzg+fhe1wfljfKKqwjj/4wQ9ueGDLlCPNH6ZSOIcf+MAH9D/+x/+wBJJ750IgaHrSk55kUwE0P9ebrOLwcz/3cxbgExhyTn7lV37F3o/94z0JxAjCXOPUhw8fPtoZXlFzZfMEFHQpjhEboTC4d+/ScsrLmT5c6zP17uGs/u6HZzRRqFguU61J6VhIr79hrx6z9/wCwDdOTur9Pz6rQKWkULWsjo6UMlVPf+V3H3/IyPJrwWSpovfcPaxT2ZJCJiNN4Vp6TH9Kr7287wKFFVCu1ZSrVJWv1vTho4MaKZTtdyl7hxTQdR1hXVPBxnDY8kCnEsifKyFdOGURclKeh3OJuGfzWR3NTJrK40A8ocs6epRcQezAepooFzRZLigaDGt3PNUSRV1ifmeBs942T1sNPkNuAo3NrQ9iVqeAhDILgxY7BQxZoBy03QctVgI+e9ybqXnQdHPWP6yH5vXBenF2QatVod0KfPSjH9Wb3vQmfeQjH1lWcXWt8HMaHz58+Nge4LlGfLsSEAdDVIHUyXPymc985roPE6/29Y7nT2q0NGoqhy5j6Ah16NLUxQoHw+fX6zMPGsGlRM4RCimZTKikstKhTl3ZsXbLjOHiqB7JnzD1lqCCRriBRHNp6iL1LGBlVKqVbd9GSmM6UThtZBuyLFNtVFh9+bSmBictNkExgXiEnGYplcD56rgMmKIqMlcZs1Kr6lxxVGOlSQUDIe2O9ag/2r2i18f2Z6iQMQJ+VyRhBPxWgLPAQTWQOK6d0GwHw/qgb+dU8Wlg83mlN7VdSQorBfc1atV8tslptvOgxUrz9ttvv936M+Sw7nPrVEbZsEJlHTgy/mpVaLdijUP+IF/7/Oc/b/u9k3Oan9vCHk1bkVVWytplAVIcc15syFUx4b6e04drQaFS0/fOTOmuoawVd28Y6NBj96UvmPzjZ/7qeycULBdVi8RUCwQVDQVUqNSNYPGUQ91WDH7s3s4FJboXw+npot7x7RP2967G5GStMRX5uP2d+rWbFmaLPjCe11/+8KxioYBSkdDM1ORQoaxnHerSq6/YZdN0Tjp5JUER551AgAcjH5y5MmMjhZL+/v4zGsyXjCATaMh6v/Bgv568Z/tKkrHWKG7ykODG0e6SVG594GvO+uAzxkQaxKTt8tBbCyBmQFTZafLgjqgCI32xhhvrwxFX+B1IhwtNsLYK2M/nP//5dj2ZRNyqYjTPPQKh17/+9Qvea57ylKfol37pl/SNb3zDEpCNIqu8+c1v1je/+U3bFyQn/+Zv/ua873384x+3+95OkZP04cPHzsZKyCouHiaPQamA5JXnJrHSek4frgXkEt86Oamz2ZLZBj3hQJcOd11YWHzXd47rh6fHFQnUVQvH7P0jQWmyWNX+dFxPOpDWE/andSi9uqLkp46N6/OnptQXCynUyInylZrylbp+5apduqZ34Zj648eHddsIvxueIbVkK1VV69LrL9ur/cmYEWjJZ9goeFDAc8SVxZQAKfCQ+BPTU+CcW/C6Y3xY3x49owJFd0H+D6ovGteL91+sri3yYl8PkItz3NiDNhe82hF8tlgfxKsQy4hfIVjzOSVmdQSGdgby4NyfKGZvRgGw1YgqSOAvpAbZvD7Ia8j/iHkduYn6SCsCJZVf/uVftnzmRS960Zbth5/T+PDhw8f2J6sQD9OjoT5Grez73/++2WVv9TBx8+ti6zNRmTCiR2e4U73RXoUD58ftqKncOXmPCvm8wpGIgpGQqRoSw0O06I50qS8KSaPvgt9dDir1qn4ydY9KtZJigeiMcmWxXlIiFNd1nVfPS8AHxVpJd0zebeSWaNDLTfjdQq2g7nBa13ReYefNqQTyJ9fDKWpQY13sfNKfYbAWAvrcOm65VtFt4/dorDxl5wFw/IcSe3Rt+uJtmwc096bo0bR7jEvf1a0PNkB/hutNPNaKNfj1rtM4RdD58vadRlSZb33Q83A5DXD5DLWRVlSg4ZpCzjh79qy+9KUvbelARW+L9Gm2skfTeitkk8AC5KQ670M+QKuRp1vv6cNmxMNBPfVQt22LWsGcPG0+6lVFVC9R2K6qQnBWxz9Q+v7ZKf1wMKOfDGX0hhv2zhRnl4t7x3JGnKG47EDgk4oEdfdwTsVqbcaqaC7uG8+rXKurJzZ78+b9kdK+YzinV18hu8FTqGNz0snc1LgJuqCIjQ+AO7+cb64fRR08H+cr4Hzs2LDO5IpCWw6SDgSbTLmqT5wY1rU9KfXEtse0UjM4P05mjILXTrDAYX3wQKMJwzogCGKNcB6AIybwM+0WJCC1B1GFzwYWV9s1eN8ooopbHzQ52Hhow+Ll/kFhmHt684RiK3xe2D/Yp8i9f+hDH9oSogrnielHgs3FCJrveMc77DNHcEIQtBFwEnNvectb7J7/x3/8x3rhC19o36ORw/V9wxveYMVwJhV8sooPHz58XDh9SLyAOiTNbxQHV2qLOnf6cD2JKmB/Z0yvuHpgyQL1yaFR5WshZSnclqqWy0A4Z7fOTBf1uWMT+taZab3+ut26cWDlqoJ3jeWN/NKcCyXCQU2XynpgsrAgWYXzcv9k1vKX5uJvMhTUaLGiRzIFHUjFrTjJRn7ppJO5Hth/8Pxyhd5mojm5DIQNvociztwC31SpqG+MnFax5tn3oIZCgXe4mNPXhk7pxfsv0XYEsTxTl8S35OLtDj5PrA3WBZ9bYlw+c5DxKQDx2XXrY7uoBC4XZof88MNm/0P+ulPkwR1Rhc/4YkSV5vXBRgG4eYKVBgj3jOYJxVZoBHz60582ogoKkVtFVPFzGh8+fPhoD1AnIx6m3kuMRPOQur+rF231MDHgtXqi3bYthrODZ1UIFhSIh1SDgF+veEMB9hqepdB0JaPR0riuSF1ynirLcpCtZI2oEg14Fqtu31BHKVSLZkGUCicXtA6q1CuKBWdjEvvdQESZak6lelmxcNSGJdmaVeCI24EbLqap6mrw1ps6etRqdhA2+N5cPJQ9pZHSxAzxnhPCvhzLn9HuWK8G4ttPcY91Rp7H+l2oN9VugGxAfR1yDjkLtW2O/95777WeVfOwxnZRCVypdS3KIdddd11LxOObSVSh77JUb4r1wX2czQh+ExOW95MLUrfi3uDIK60wfM+a/cVf/EWr2XzlK1/ZMqJKq+Q09Rbo0ew4skrz9CFqHM77kA/TSgq7c6cP1zsIWonCRjCTVUWdJt0WDwWMHFLzSKqiFrs3FVGhWtf3zk6bMsujdq+suEthdD64QGuxo/Zu2xdOhlJ0nu+WzoOM5jSbC4pgatK4Bk4Fh5sI5/+xj33svA3oQqWq+yZz9j4QadjHEIX3Wt0mKL83PKXnHNheHtkUrQjembzbaexNggECHpIWPmcEzQSFTKmxPvBH5KbpiAlsrUBMWI9pU+djv1OwEqLKXPCZIOhxdkk075obRRR3mycUN/ueTbH6Z37mZyxo+7d/+7dNX6MEhgQ93EtIKmDCMvEwH2DQvv/9758hha0nmmXi3DUg6H3JS16iP/uzP9N3v/vdmSDI/UyrquT48OHDx0bATcgtd/oQoop7pvAsXGlOs1HE+5XEPDxvOmO9KhfqihqhJGgxuzsNyUhQe5IRDeXK+sj9I7qmP6nICp8LEE3mPa2BgOVMS14T1eb5xvy5EM9ZV8Djueumz4hZHTGBa8e/kXCdK5PtcM/0mEq1qlkOcU684wipXKvqeG5apWpV0W2WEzA0Qlw239RlO4P6A4V8ahCuiE+cT0PGDWugPNI8wUoBaDvHP9xfsHDlmkPYaDfr2uUQVbD+WYyoMh/I9w8ePGgb5KbmRhH36uYJxa1oBHzxi1+0wi65wste9rJNf38/p/Hhw4eP1sdycwqa3sSFqKlgjcjvuXo3Oc1yJ/E3cph4Jf2mU2dOKXJtUrVAzSx6IGfQr/F+SIoH45Y8QFgZKo1oX3zPCt8J8575j82OeZHDXuqczP0u18HV2KnR0ngmn0E9xRET+B51XL4HYWOhWO9UfsjORShAVuPtJ39iZXQif27bkVVYm8Rl5Hkc905QSZxrgUNs78gJDF1Aymd9kPMQBy80rLEdwXVmmJi+QrtZ1y5H7X85RJW5cLV8NoZ5crncjLMGNRDnrMGWTqc3/Z5NjgXxgn356le/aveznZjT1FqsR9NWZJWlFrWbPqRo4KYPHVZS2N3o6cPlgEXC4mRhXHLFVYqOn1axKpWrdZXdfjW2co0Cb8gktO8Zya6YrHLtrqQViCeKFXXHwnasWPnkyjU95WBa0QVUVcA1fUl95tiEMuWaOqNesFmp1VWq1fTo3elF37c5KHJsPGSTeeABFxDNx9Ys1Or2PijLNF8ZK0TXpdHiynwzW4WwQWGTAHGnPBT5rHLc88mDcw7cQ4+khnPEQ4+pPRi9BBBu/Ww3djNrneCP5sVOmDadO2W7GqLKXLBWCHbYCKh48LtGAI0CHrJufWxGI4AA76Uvfantz7//+7+vuGi9HiB54LlBUxB/+V/4hV/QrbfeekEgBMnnta99rf7hH/5h3b1Wm4OgL3/5y1aYIGnBb/G3f/u37XvvfOc7bRrjXe96lzVw/vzP/9wC22uvvXZd98WHDx8+tiuIE4iP3PRh8zNsNTnNVhJVzp07ZwVq4rzeswEFpyZUqXl+5LWaZ+PJbnFE7F93PGyElRNTRV3SvbKi1w19SZ3MlozYH2mwU7Llqv39qkVei/e9ujul7wxNqhomv/B+N1OpKRYM6tL04vtB8ZLiO5sjJjCJwvMWkhE5Ks/m+ewtp8olK2/PlfOmuFup10xxZTuRVSheMlkFYWMrCkJbrSwynwUOawBJZbbmCVbqFnw2m1UkW1E6ebHjppnBeqeYvd3ysdWCa0a9gs/3aogqc8E1d0qznFPuFZxTbJUYXCIXdiqSTHpuNL72ta+ZVPZ73vMevfKVr9RWwM9pfPjw4WP7g2caTUKGy6j/NNeeHFmFGHmp2KeVhol59t/w6Bt1X/khbyDAaCqzPRr7WdUUCYSlekDj5ckVk1U6wimz8CnWiopp1gYIVZSOUErJ4MJ5SVe401RUTJklOPu75XpZvZFu+95yGs/U4KlxkscR63H8fJ0clf7MfLFPuV65gGjD3zk7hVpJ2wnkc64nR4zbbgoiC4G6OjUIYvq5yiKsD9QT2ajBM1jjVAKbiQnEs/zMdlKR5FggbLie3Hba960iqswH8hR6XGyQnpxdEGuKtdRMxt/oAX3uWW9605tsWJq+COtyJ+Y0tRbs0QTqyzVE3+Z+iO6GSpBDcWzuRDuN7m9961tL+iG2QlGXBcpCJhBg8d45nNOff/+kPeSnilXlK/iZywqv1GEv7kkoFg7qbKakZx/p0c9ds3vF7/m5R8b07/ePqlCdnSg80BnVWx+zXwPJ6KLn62MPjepLJ6ZUrtUaIUlAF6VjevONe9QVW37BrVkmmxulY+Nx7XhgOLYmQRFkmv/f7Q8pa0XkWTIR9kjIib/yyICesmd7sHZ3kp97M5CRY50zkcq06UrgiAmsDwq+PBCbpZNb+Ryyvxw3wT/2PzuNqMI9DeWcjURzI4CN+3mzXdB6Jxrco5g6ZN195jOfaZli/TOf+UwLOP/+7//+vK+z/ghEmoNDzhHguYdcPb+3FvzhH/6h3ve+91lgxrQtJJ4/+IM/0HOe8xyb1sQP8bbbbrPPPve9D3/4w2t6Px8+fPjYTiCfcffduXDE7ebpw2ZA2AUUUlp9+hAVCRquFLt4Br/nh2f0rdOTRiyfKlVVqtbMyjMYDCgdDetQV9zsRzOlqn73lgMrJqtATPl/7x3Ww1PFRuE4oHAgoCft6dDPXry4B/tkqaJ/eviczmIx2gDKLk/Z3aWn7+tdMXGBwjwJPuffxSOOqE9O46ZV7pgY1pcHTxpZxZFkeA2IKvFQSP+fi69XeBuQ2J3CBusXwgbP/Z0As5C6/37LSTjulSiLOGKCWx9Mo83NeVsV7LuTRYewsd2nKbeKqLIUmhsBnOuNznmZ6COnefe7321e6a2SU/s5jQ8fPny0HoxAUZqfhAAJhfofzdCF4qMvfOELeuITn7ho/azVholvuOEG1UI1/XjqHk9RpV5TFXoK1gqNn08EE4oEIyrUiuoMp3RN5xUrfs/x8oQezh43kolH+KgrGojqstQRpSOL2y0OFkf0SO6EKvXqzD5hC3RVx6UL2gctpv5OrEPj0jWeiV2J8x3R1hFpvzr8A01WMgqjF9m4Rpwf/juU2Kubui/XdoBTN2XNksvtFNV78hCOmxx1pUPU1Dbc8CjrZL6ct1VBPR/ChrPsbZXYd7OIKvSlGKTeyOMmf4Lo5nIa7qnkvK5Hs96qRbzfm9/8ZrPRQVEFJctWwTO3qE/TSj2a7TOasw4qBSzyhaSauNjNBdtWJaq4KSsWB0189uHS3oR64hFNFSu6pDumsUJFgzmm8OqKhUOKhgLKlavmz351/+qapM850qsjXXHddnZa06WqjnTH9YR9aaWXIJuwfy+7tE9X9CT0o+GsCpWaLu1O6JY9HUpFQis+bqc04VQT+CDywKQASPETRq8Lim7qTupboxmV6nUF69S9PfHu7khIj+lPb6sGPjcCGhI7Be56r5awwYOM32MjCXJBM/cBPruuiNfssdlK1xsLG6Yrdwo2k6gyn2oTRDgnve6kCl1QtFZiCYnMq171KntufPazn20ZogpgnwgC54L1x+evGQQpFN7/6q/+as2B3L/+67/qve99r/351Kc+VX/7t3+r3/qt37L9gVD63Oc+1zauB4nL3AlkHz58+Gh3zJdjLDZ92Azuo/Pd21tp+tD5e0McRTaZ6Spw7a6Uvn9uWj2xsPZ1So9MFo2cQhG2IxrylBYLFe3tiOpQeuVNYHKPN149oB+MZI2wArH/2t6ErulJLHkOuqJh/eJle/XjsYxOZgtKhIKmtnJJZ2LVvuauMI9CDt/j6+Q0xCJcH5ss6u9TKhRWtlpWvd6QjKx7k4hXdfZuC6KKO24nD95KsdBmEBco2nPcKyVsmJJQd7dtNAGciiQFJHJePjeOuLIV9pZLHTfxNdOmO0UWneNmqpriLse9GXafrCmn2tSc8zp56OYJxbWq8iAB/fKXv9ym6lqJqAL8nMaHDx8+tO1UCiA5YH+w0LDYUmqRrWBlOneYmP1gvzrCSU1VsooH4qqqoly94CklKqhQIGwkDQL6nsjqal09kW5d3RnTSHFUxVpJ8VBcu6K99udS2B3rVzIU13BxzMguyVBCA7F+xYLRFR039XXiC0dcIC6lV0Ue6oaLsUVyihp7e3o0rZwpywRmXZEUDoR1JLk96t/uuDke6qatFAttBnGBej19mpUeN59x1NPZ5st5N3J4dD2Om/7MThoe57hvv/12q/2vdVB1OeD+QX+OjfXl7IJczkvNxPVw1qrKw/p729veZkqRrUZU2aqc5l9brEfTVmSV+Rarmz6kwONIDvPBJe/cJOcjq2z19CFALpqJtGuuuea8hi6F15+9cpf+6a5BDebLCgpFlYBqdSkcCmgwW7b9ffz+Tt2wa/XFwSt6k7Y5DOVKuvWh0Zmi8eP2pa2QPBe893X9KdtWAySTYYjNPW4HWLoERHODop6xcR1I9mswEDfhPc5JfzSsV1+8W8lw6xAUFgJrl+nYhY67XYGMIJ/Z9Tpu55/oGgGOrckDD5a/K+Lx52YUFRcCa5YHz0673s5/fauOm/sTD1o2gk8SZ8f45n5LEbh5QnEljG/uR695zWss0GMqxDXjtgK/93u/Z8EFxWyCmQ996EMWnH3+85+37//8z/+8qTf9yZ/8iTUV5sq50SgB6yHzxjpnXwiC/vM//9MCrL/4i7/Qi170IjtX3PMJxBZ7Zvvw4cPHTkLz9OFcK9OVFHZbYfqQ2Au5VfbjsY997HmN7Fv2der2c9P6yXDW/o3VaKFaF46jWIiey5XNVvTlV/SbqslqEA8H9cQ9nbYBJh3vGc3prtGc/fu6vpSu6ktcYLsDUuGQnjBAcr7yBJ2JMq4hf3LccxUXiC8o1LHxDKTRT2x44uGj2lMr63Rfp0qhhhpMMKhDyU49sX+/tsva5bpD2GhlNZCN9LFfj+Om2M9Gzsv5dNNnzfaWkFdWGq+uJ8i1iPMoMkLY2CnX2xFVIBRtFlFlqZzXqfKg5MQ1aZ5QXClxikI9dqbveMc79MY3vnFL43M/p/Hhw4eP7YH5nhU0qWn2U/sj3l0sXllOTtNqw8SAPw/G9+vB7CMq1kvGM6dP4/oSpbrXiOwMd2gguno7B0gmh5Kzw53lWllnC0Mq1AqKBiPqj/QqFpo/DuO92VYDiLHEuNTrmo/bgdiveXjUqZ4PnxhRZE9Ila6A6kGPeB8LRnRl50Xqjq5uX7ZC/X2h4253AYD1Ou65OS/1adaHGx519pZsW6nMSC6OkgwkgI1WFtnJRJW54DzPzXkdGR87YfId18db6QA6zwvyCAaJIaqs1MWhXXOaO1usR9NWZJX5pIYheCw2fejgFjfBTjOLr1WmD5mkpImPnKxbjM148sEuDSQj+tapSQ3nytqdiigVDelctmzy2TcOdOjmvZ2mrrIeuGMwo/fecdbUXAwB6bNHx/SbNx/Q/s71KUo1y2QjC8gDayk0B0UUg68fHtZdg6M6OZVVPBjUdV1dGqiXVK8nW/ZBw3FzA0YWfSf5uQOuNZ9bpBPX04NtIbYmN10eeNwnmPikuOsmFDfD83suQQcZ/K3yydtKogoPVgqrrQCCYYIyNjehSHJFYw2wLtn4XC7G+CagIrDgGJFM22p1EIJ/9gdmMvty/fXXWwD0rGc9y77PZ2AjGhvNamXu7xCCCHQo6v9f/9f/ZYVvvCL5PkxeGhwEjTtlEteHDx8+liM1TPMTospSTdCFCrvNRV1i4K1oZtPIpchH8YHYfm5xIRYK6k037dN3zkzpx0MeYWV/R9RsSFGO3J2M6An7u1alqjIfsA39x7sH9Z0z0yrXPHnuLxyb0JP3p/Xz1wzM2O6sFc0y2TSyl1I4mEuk5bydHhrUgxOjyhQL6o8ndWk0rDr2ty2kEDhfLMRxc7zLOe52AfEj65zP3Eb52HMfoHjFxufaFfGa41Vyis3w/J5L0IGsTc1iK4cAtoqo0irHzf2d2glb84Ti4OCgDQG5KWc2VGkXq4uwpl784hfr7W9/u97ylrdseQ3Fz2l8+PDhY/uAZ4YjydPwYiATm4HlKIcTvxBTbadhYgeseK7qvEzDxVHlqnlFgmFFg1FTQUFVpTuSVl+0V+HA+sRo2WpO92UeUqFabKgw1nUmOGi2QN2rVG9ZbKgWNZXlqIET+3N+2Fy8emrsrIZz47abA/EuJYMhVWPVllI9ny/2INZbrfr7dgXXizhwo9T+nWsCmxsedQPo9EGdogY5DX/frM+6I+hAztlqQsNOIqrMB/Kquao8rBHyGXJOcl1HXllsSILf/W//7b/pYx/7mBFCWuH4tiKnqW2DHk2g7qKGNvJDJJiBFQQraSXe0HP9EJsl5bZq+tBNo1HkhHTTCn7PWPn8zteOajRfVl8ibMxgir0j+Ypu2t2h37nl4LrJB/OA4LhX4u89HwiKkBo3Nu/wsH3NPfBayQrGSbxDXuC4d4qfO4CcA5OW456PkLXR4DPmJhRZK5BVHHFlqSLeWnD69Gl7yPJQ2giCTquiFYkqS3023YQiGw/rhRjfEOVe97rX2aTrl7/85R11XZvBc5gG60te8pLzyDof+MAH9Iu/+It230Vq7vWvf719nXP6Mz/zM0ba+rM/+7Mt3HMfPnz42FoQt5IDrGT60IFCMAkvag6tNH1IbMVzn+Z6q8jofvvMlP7fn5xTIhycUV3Mlqum5vJrN+7RzQ31lfWQiyYWWO41XCpeJZ9hI08iR3Ke8K1kBeNIVqjKEeu1shf5eoJahCOXQb7f7BzTxasu52W9OEWNpYp4awH3Fwg6/Eku10oS3juNqLIUyFMg4ruNz2azXVDzmuXYnve85+k3fuM39Pu///stc3/ZbPg5jQ8fPnysPi7iWUnNk9rnSgYyv/Od71iz2JFB5g4Tb0WPpnmYmGPZitr1XHBO7s7cr8nylGLB2AxBCGJMIhTTjelrFQysLQ7n9ajZM1hL7XqtQ7Vm7ToxMZPTEJs0q563UhxJbs01J5/ZScOlEJyJA7G3giiwVfEq6wPSDGvC5TPU4jcqt3T1l40i6LQqqFmgpMgxoyTT6uAe4ixy2VDCoe7g1kgzuYmf/e///b/r/e9/vymqsKZ3Iu7cJj2athpvYhG6whg3seVMHy7E2m2F6UOOhaIPx0DBuVUe1veO5jSWr6gn7hFVAIotHdGg7hvNaSRXVn8ysqYHEsxNrsV8MtmrAdfW3bCagyKsYFolKJrra76Zyh5bCa4HPpYwtJk+3CqrFBiCTlGDNeEmFLmfsH7chCIF3/W6HzglGZIcXnenYLsRVQDPARJRNmzlHOObjcTlne98p00XPP/5z9eHP/xh+xpB0E4mqvB55rNEgPPa1752hnT4C7/wC3b9/+f//J8WCJOAkBD89m//tjVYkZ3z4cOHj50OCrqovi13+rB5gq15CrEVpg/dFB7H0krTaLefy5htarM9KPaq2UpZtw9m1kxWcTLZzq50Pc498SrrgY0GgCviUUDme464spFE6+UUu4ififG45julwQ0xhOMm3tkqgk5zvMr0J0U81gefQfJe1oUb2HADOmsF9xuKurw3g0I7RUGn2fJouxBVALWO5glFZ5FL7kKR+j/+4z/0nOc8x/LTN7zhDTZZt9OJKn5O48OHDx9rq+/zrKRHs5LYo1ktshWsTN1gNLXAW265pSWGiUGhVlSmklU4GD7PiggroEKtpKnK9JrUVYgViCHJOdarZs/+NSvAoejQbAVDfdwNj26VpSRrjQFE59iwHLX/dkHzUC3XoBXiVTeADoGGfzf38dYr93BKMuSvDNjsFGw3ooq7h5Bzs0FqdHURchruI+973/ssN3vBC15ga/kf/uEf9JWvfGVHE1Ues016NG1VSWBhwrylMEbTcKUFIhcItcL0IYQFiCrceNdjCm89UazWzN99rqMQxJVyvW4y2qsFQR/FLoI+goGNmEabGxTN9cfbiqCIoJcHIjeNneTnzmeN5gUBATfN9SqarkdQ5KQKm2XG2FeuESxy1shayE0w0gl8Keq2Aht/s8BnjYfkdiKqzAfuUa5ZhPQc1/PTn/60XvnKV9q6ftnLXqZvfvObevazn71mZajtBp5ff/RHf2RsXJoiv/Zrv2YNHPdvQPGbey/TmsiHct/lnH73u99tGWKmDx8+fGwVKIpRFCRGWOnkWnM+s9VWps2Wnq1obUlOM98Z4Wulan3NRT6u4UZOo1GA4RnKxnV2BRpHtHakhI2cPpsLConkNOtJ0NkOgBTCeWeNU4doleMmt6KAx0a86ojW5CCQm9waYbpqNftMXuQGhbZCSWarsF2JKktZ5JL7ch/553/+Z5PKJldjXXCNeR61yrreLPg5jQ8fPnysLQ+47bbbrJEMUWWldR43UOwPEy8ObIXqqiuo82P9ABkNjgFrMFRwav/EkAwTb4QNBLEFBBg2rDmIragb0yR1RGtHxt+soV7XqyAmokezk2q6rlfRSkO1TgWQjWuDiobLZyCvNKtIrnaN8nrE9uRxW6Eks1XYjkSV5dRFWCMf//jHjXRPnv70pz/djpNcZ6sIWFuFyW3Wo2krGyAnU7Xaxi+NRZJ0LshWElU4BkgTPKS5WbRaUQD7n//frY+oUqupK+bxnVhGw/mKDnXG9N+fcsSUVlYKbiQQVQhAYDFuBUHHBUVs7A+FO1fE26igyMlFuyLfTppGI6iAQU3xa7O8z9YC1rljfBPI8HfuN47ctFxmvWNnc9w7yerJEVWQEGs3+UTW85vf/GZ9/etf17ve9S5973vfs8lEJp1/6qd+Sr/yK7+il770pdoJgNz1d3/3d9agQ16O8/F7v/d7pj7DeWh+RnOeeObR3IGwtlOIej58+PCxGEgeiUlXQ+KFLMCz9klPetKWWplSJCCfIZ6GgN4qhORmfPromP7l/hH1xsIKN3KXSq2u8WJFr7lql376op41TeER129Fkc8RrV1Ow79dAY8i30YRClwOuxOn0cjlKOy0isXVcj6fDAuwPijEA7dG5lrBLJbDUvQj/2HyspWGazYS7UJUWQjcv5773OeaWuTjH/94m6bDP50m0gtf+EJTWdkpsuh+TuPDhw8fawN1Uxr9q4kRGOClXsozxx8mXpyscsfU3SrUCooGojNxaKlWVigQ0I3p60xlZTX5KNdgK3sVjmhNvEqOSz7pejTEJRsRcxMjO4tHcthWUdDZrCETbI847mabkFYG8bhbIzTlnUXuXCuY5Vgebfeh2tUSVQ4fPmyDDe22nt/znveY/c/f/u3fWm/mU5/6lPWdId69+tWvth7OTsD4NuvRtB1ZhaLJag6J30GVhSITDDoKNFsxfYi6Bx+gVvfC+9j9w/rEg6PG0I2EAipV6kpEgvrVG/fp5r0rl4SjSAZbl5tjq0zhzRcUOTbvch94y3moUtwkCLjmmmt2TJGP4I+pSz6vEDa2a5Gv2QqGm/9SgbML/pi25bi3yvJoK9DuRJW3ve1t+sIXvmDWP9zDHLB5grTCukBmbaeAe2Zzg+4v/uIv9Fu/9Vv64z/+Y2M2M+XN54ef20kNLR8+fPhY7nMFxYLVgCINU4w0GYmvtiK2JIYmziMOorjZqnHeVLGiP739tI5PFRVpxGyoRF7cFdNvP+aAOqKhFV83pvB4tlHka4UpPDd95ogrFJ6bFQLX69o4a0vivJ00rUT8TyGf2G+7FvlYt9w3HBmfzy9rxJFX5lsjrWB5tJVEFWLY7ZzDLjZNiwUQktl/8zd/M3NdydlvvfVWy2ne/va376hCvp/T+PDhw8fqQT7jyPMrBc9bcglsuLeiR7MdhokdRkqjeih7TNV6VcFASPV6zfb1YGK/DsRXrhLBYCZNXWp6q3Eu2Ki11Ey0hkTjejQ0W9fj2vAexPXkTyiLtFuctxA4XqxSOLfEt62Qw64GzVYw/Emj3eUzrJH51jEKPuTvOy2HbXeiCjZA//W//ld99rOf1ROe8ISZ72GNiyo+Ofzv/M7vaKdgbBv1aHyySmMREzwxRbJVft+uuMmDlwdiq6stQFL59ukpfe3EhEbyZR1Ox/XsIz26pj/VkjLZ6xGwND/w1iMockoySFCh6NOqQe9GnEuOmyCBtd4uSjJz1wjH1Sy/zvXFC5xkhym8Vpww3ii0O1EFRuonPvEJfe1rX7Mk1sf5sqHuMw6b+S1veYvJiiM3R7Gb8/eP//iPvvWPDx8+fKwDWYWchkYzTWQKEM7akm2zim2uuEl8TGzf6rYg44WKvnRiQrefy4hQ/DG7O/Ssw90z6pGrsfQkvm1FxUDWB1OCjpTAGnEKgWyr2efmKTyOeydZW7phC/K4AwcOqB3g1ogb2GCNOKVRNvIXClkUN8lv+IzvlByW+zLXG6IOuVy72VZSvMW+9JnPfKbe+973tkRjqpXg5zQ+fPjwsbp7p7MkXS6clamzgSHOcLHqZllbbqdhYoeJ8qTOFoeUq+YUC8a0J7ZLfZHeFcdpztLT2YK0YpzHmmI/XU4DXP2d/Hc1+SfxHTks+RCKga2ew65nfHvPPfdoYmLC4tt2UZJxa8QNGDcrjULKp05N/kqfhuGaVrMr3kjQj6Re1K5ElQ9+8IP63d/9XSPZP/WpT93qXWopVLZBj6btyCorZe0670N3GviTwpNjanIB15upOd8+EwiwYFq1uLnRPvZbJZO9VUERpCSnJMPDoRWDv42Aa6C0e/DXLL/OGuGzTZOIP3ea9Y+T02tXogoP9Q9/+MOmqILsvY/5z5MrKPz93/+9Se0dPHjQPhskRe3S4PHhw4eP9YyRmQxa6e8Qo7p7Lg3lZmvLtZISlgNyJ8iprVzc3Ai44ibTW8S324WIzX67NUKBEsU/J5sMKWGp68dao4lAXtMqSjKbhXPnztmkLcqYDB60K1gjrjZC/su9g3sTOe9Os/5pZ6IK6xlFFSYP3//+97dtjr5W+DmNDx8+fGwsWcUNE7u+Dv8mRnXxKv929XeayxsRh2y3YeL1BAQhanSoqeA8sB0wd43QY0M90tmfLidmg6hNr6KVlGQ2A3w2XXxLr6JdbdlZI6hIOuIKLgfJZNLqJTvN+oe6EEMHztmi3a7zhz70If3mb/6mDRQ/4xnP2OpdaknUWrxHs6PJKs1Elfm83HkdJzHGBdsINi8PRCTGKAhyg9wuxc31Ym7S0N/Oxc1m2eTmoMhJa893PV1xczsFf+sBN4XnJm13WvBH8EzgR1DE/cMlWO1MTnNEFYrZ7Sanx3MD70MKuhBVWNM+Fj9f7hn7uMc9zhS1vvnNbxpZz4cPHz58rJ6s4qYPXWGX+GpuTjOXlEDRlRiEwsx6TU9BPmcyqZWVEjcCKE9AVKFgvp2Lm042mTVC/ruU0ijxLcQk4lqKm+0cz86Fm8IjviXf2ykg56WQDwGf9cJadxOKq51i3Q5od6IKn/nnPe95VpP5wAc+sGPqUauFn9P48OHDx8aQVeYOE8+NqV3DmTojzy5eu7n+vh5xyE4eJkZJho34druqTHAcqHy6vJeem1MaJV6dj4zBmiKXw/ri0ksv3THDFqxx+pHEucSA7RbfLgYsj8jnIKywRlY6sLFd0c5EFfCRj3xEv/Zrv6aPfvSjRsL3sT3zmR1LVlmKqLKYUsJ6sXl5PYIgCAt4MLbrzXC+a0TBhz95ILYLc5M1QcHakZvmC4pOnDihhx56aMcVNwkWKW5yLlCf2ClrnfsGZA2On+ImawDSjpPWpmEEUcvdS/h7u5ybdieq/I//8T9MMu0rX/mKHaOP5SVDb33rW/We97zHmjwkgj58+PDhY/VklbnTh8vJaXhdl8+glEDs4UgJqyGPsw/c05nE22k2ME4p0UnotksMR47srC3ZKP43W1vyfYqbgGu+k4qbyMFTyOe4ORc7zdecSSssL90Uq8tpyOupibgp1s2yHdtocG+lXoM6aDsSVbiHPf/5zzcrK5Qi2+34Ngp+TuPDhw8f60tWmasQuVRMzc/TeHU5DYRSR1whFlkN8RICNqSFnThMjFIisT89Ghr37QKuabPSqBvYYIOo4Cw9qU2iDLpTQD3AEdBxOmhXwvl8942jR4/akA1xPWudc+FyXuJi+jYu790oh42tQLsTVT75yU/qDW94g+UzL3zhC7d6d7YFKi3ao2k7sspSgdBypg+XwnqwefEERlaOxv1Wy+tsJrarTPZ6BEUEARTydprEmGMpu+JmuzzoVzKFx8TpfEVb1kPzFCsFQjehuFlerBuBdieq/PVf/7WRVb74xS9agOtjeeBZiffhk570JF+JxocPHz7WSFZZavpwOSAOcc1m4hBUVpziynIItNzXUdeAiEvznqLfToHL5dpdKXHuwAb/Zs1RyKeg3S6khKXAMTNwwNSRK27uNEUVSFnYey00xeruJfyd4q7LabbrfcERVbgXk8u1G5GDzzXFXGSfmUTcKZ/l9YCf0/jw4cPH8kCuwj1zPYkq8/0+w6KuR8PfIdA64spynm9umBh1SAicO6Vu7XI56tbE9e2sJAPx2MWqDGywLvgaDVqa9zvlmnOtievJ9elPbde+w0rBfeLBBx+0ARtyufmGdLgPURNx5BXg+r3cU7YrqcflcuRxraCcsd749Kc/rde97nX6p3/6J730pS/d6t3ZNqi0aI9mR5FVVjN9uBRWyubl5x9++GFj8W1nabW1yGRzfq688sod80B06ho88HgY8pCgwNs8xdquQREBIAF/uz4QFwL3II6bJtByi5v8jmsGEBSxbpp9NrcLscvZXLUrUeXv/u7vzP7nc5/7nG655Zat3qVtLTXnw4cPHz4WBsWzjSrqLpRDOQItf1LAc7FqV1fXvNZCxPX8HM/8dmvkLnbuUdc4fvz4jszl3BQea4814JoB7aSmMd81h5hELkdcTx63U4B6Cp/zleRyrAtX5CUX5Hw54sp8llKtiHYnqlCPePGLX2yf249//ONto3S7mfBzGh8+fPhYG1llPYaJ5wNkFdejIXZlENDlNPM972he33PPPTtumJhckxiPGGen5XKoa6CUSFzKGuHY3RppJzWN+T4b5HLOvrZdj3O+a471D7nJcnM5J1TgejTkN7gnuJxmu8TO7U5UYYj4Na95jd7//vfrla985VbvzrZDvQV7NDuGrLIe04drZfPCwKOJy40CxupqpLa3u0w2bNWdxFhlzTl1DcdSdmoaPOxcM6AdJcb4DEDSIeDH+3GnwPk+cj/gmq+GZOJIcI71jUpPc1DUqmz3dieqEPz8l//yX/SZz3xGT3ziE7d6l3z48OHDRxuDJul8aRpfc0Xf9SDezwc3VeSKM+QwroBHwdcR0HnW7zQCuiMttJtM9nJIC8S3TilxbjPAqWm4ddKqsepaLD0pbrbLcS0HEE245tgVo76xGpD3uglF8l5nKcVGbtOK9w6Xv7crUYX798/8zM9Yof5Tn/qUKWr58OHDhw8fm0lW2Yhh4vmA+qOLVenFQMBvjlV36jAxcS25HHkdE/WtGI9tBJx9LbVrcjnIKqxRYl6X9wLXoyFW3a5qGgsNHaAIippMu/Seljt0wDVGUWW1ca/Le1kjzlLKrZNWHWRod6LKV7/6VSOoMFT8cz/3cztmTbc72o6sMl8g5IIgvrdeTN3VsHl5b4odO42oglwy/ocEQEjq7RRQ4KLAx3pbyM99saCIQHm7BoxOGn2nWR5RkCXgJ5jlmq9XUAtZxRFXCDZojrhCb6so8xDsM41AkseUXjuBZ8gHP/hB/e7v/q4VdZ/2tKdt9S758OHDh48dRlbZqOnD5drAODK+GwAgpoeo0i4FvKVAfkkDmynEdpfJngtiUCTCFyMt0AxwsSrEFmJVN7CxXfNep5ToSAvtqhwzHyCWsN75jK+XzZW7lzjVFfKmZmWeViCFuGvO553PeSvs03rXp172spfZ8wPJ7FYtrvvw4cOHj/YAz36e95s9TDwfiOFdj4Z4xOUw1K3bbdhuOQrohw4dsiZ2K9STN2stugFy4vr5bCpZk+Qxbp2wdpsVz7drXOiUEhkeP3LkiHYK3DWHXAJRZb3yd2cp5VQkeV3Xy5tPkXYriSoMmfBZbzd84xvf0M/+7M/q3e9+t37pl36pJc65j/VB25NVNkImezWMVW4QPNQIhrhJNrN523WaxUmrnThxQjfccIMxUncKKNgSCFAAIvBdTiGfNUoA4Qq9LihyBbztYgPD9cbTnWu+k5jpFLL5nCMFB2Fjo5o3vE+zMg/v54grTLRuBcEJ2UzISe1KVPnwhz+st771rfrkJz+pZzzjGVu9Sz58+PDhY4eRVTZr+nAxsA/IJRPbE9NDxCfHaiZZtytxBYVECOjkcsS32yUmX6+hA2STr7nmmmUT0F2sSj6DqgYFPJf3bhcbGPIwrjlYrVLidgXXDXIS13zPnj0bdj/hHuIKvdRLmO51Oc1W1EfanahCfeLlL3+5fT4/+9nP7ihlKB8+fPjw0RpklVbo0bjaLc974g2IK9TuXazaKgOBGwFneQQZeacpoBPjsRaXS0BvjlWdewI5sCPjbxcbGEdAv/zyy3eUzRX3GPIZhn+55ht1vZoVaTnXwOUzW1UfceSkdiWqfOc73zGVyHe961361V/91ba9X+9UtDVZxRV1tzIIcvY3zYzVuWxeN3nWytJRq5XJhmG405RkHDnJSaOvZt25oMgprmyHoIh9fuSRR4yswjWHkLVTwGeaaw4z+7rrrts0wohT5nGFXq6BY30TFG1GYb2diSrgox/9qN70pjfpIx/5iJ773Odu9e748OHDh48dAoppxNNbNX3YDPYDlURiDSeZ7CwLneIKhd/tSLJerkw2cTje3ttV9XC15CS2tQwdsHYdydpZSjmCE+SEVjyfLq6HZLORBPRWtvQkn+EabRacMg+baxq5dUKtZKPrOM1EFQra7XL/al7Tr371q614/fnPf35H5ek+fPjw4aM1yCqbYWW63Lie5yCkXGI89skREohZtyPJerlxPTX7dq3dLhYDcc3XOnQA6cH18pwNjFsn86m0tFJcv5EE9FaEs/Tk2m+mOib3OxRNXC+P96c348grm7Ef7U5Uuf322/WiF71I73jHO/TmN7+5Le7PPtqcrMKNwU0icnPayiAI30O88Bazv2FfXVAEsaUd2LzNjFWsUHaSTDbFNabw1ltOb25QRGDtCnitEBQ1+z4irbaTyElM2/7gBz+wQJUAcKuK7lwDgiJX6KXoS2PBBUUbQXByRJV2VdFBSeWXf/mXTVmFYMiHDx8+fPjYLBBHu8nDzbYynbsfFHvIWRayvyEGofjriCvEIM7egxhkuyoU7FSZbK4naipcTwp866XA4GxgXE7Dv12cStG8FUghrF3ietfEaEUyzUbauEJK2+omBvecZhVJmgobSXBqd6IK9+7Xvva1dn2/9KUv2Tn04cOHDx8+Nium5DnUqsPEC5GsHXGFmMD1aFCy3o65AOecuJ5jckMHOwX0UiCgr3dc72xgOKfki63Yyzt16pT1aSCg7ySbKz7D9OX4cyuVErn3MXju1gkD6a6Xx7YRYgWOqHLppZcuaN27ncF1ff7zn6+3v/3tetvb3tYSnzMf64+2I6twM6J5vJXTh65xTyOXJu5yCwLtwObl3HNjdFYo7VbsWQxct7vuumvDpdVaLShyKjoUnxfyfWxXuIK2m7Ztpc+oC4rYILFwD2kOita6r+1OVMHH/XWve50++MEPmre7Dx8+fPjwsZkg3iM32MqiLgU+igJIZFPoWm5cD3HFERL4u1MHZNusyaa1YqfKZLPeyGcoqBHXb5QdSzPJmnVCDrnVBKf1UMfcrmDI5sEHH7RBk1ay7mU9NqtIUutxE4oQata6TpoL2u1IVIH4Qz6DfdtXvvKVtszZfPjw4cNH64LnODHeVlqZusY9hA3qtvv27VvW77DPzt6DGIT9dvlMq6oDLqQwQe2axv1W2CxuFRj0pT+Fogh9mo1ad3NJ1sSmW01wcio6xPU7iaRM7YRrzjnn2Fspruc+6Ihw5Db0zlyPBhLLWtdJuxNVqE+gdv+bv/mb+v3f//0dlafvNLQdWYVkHLzkJS/R0572tE0viHJjdJ5oBAKrbdw7zzMm2rYLm5eiJjdGiiA7SSa7mbF67bXXbqpksguKnDIP691Nnm3GOmGd8sBw630nqehABnEF7SuuuKIlP5NzFZzYWCeQyVwzYDXrxE1etitR5Ytf/KJe85rX6H3ve59e9apXbfXu+PDhw4ePHQYsFV/60pfqhS98oV784hfrsssu2/Q4g4IHTVzUIddS4JurDkjc4XKaVowbm+1vIN63Y5yzlDomfxLXb1Ye7SbPmglOFFZdTrMZ64S1SVzPwAGyya0c1683jh8/bmQGrjmfz1bFfDa5a1knjqhCM4pjb6WC9nqAz/Eb3vAGy9W/+tWvbmqNwocPHz58+AD/9//9f1ufAKViGo2brcK92mHipdQBeV0Xf5ArtGL/g8EH4hyUCzn27ap0uRYVnSNHjujw4cObFtcTW0JEcLEqcOsEMvhGq0iyLh966CGdPn3aSNg7SUWH/hi5nLN7agXFzsVidNao69Nw/3DEldWsE+o2HDs1o3YkqjAozfPjjW98o/7wD/9wR+XpOxFtR1b5+te/rn/5l3/RJz7xCWOOIg8EceXpT3/6hhe6YMkRCFDoWM9AYDuweV0gQBBAMLBTbhx8fCju0VTYasbq3KCIa+AedhsRPLuC9lZLq20FKKKjqAIjH9bqdlrvjgjngiLQvE6WCoranajyta99Ta94xSv0nve8xySzt9O19eHDhw8f7QEasv/6r/+qj370ozYNj8oDpBW2zVByc6oikFTWs+BBruSKvBRVnNf37t27W2LSj5yLGAciOLHtetnfbCc/dwgqW62OSQ7vFFdYJ1wHR7LeiCaHs3tCEp5cdifB5bHbsaA9d52wNlxDYCm10XYnqnB8FHRvu+023XrrrTZV7MOHDx8+fGw2IEz+n//zf/Tv//7vNuT5zGc+0/KZ5z3veRuuIE/NmveH3LqWYeKF1AGd/Snvg9ob8Uer2Fq64UpIyDvN1vLcuXO6++67V6SisxFgnRCfutwXMkXzOlnv2JP3o6lPvZ+4fiNsZlp5QJf1Tt+XPHY7rXdyEdaJy2lYJ80qkksNj0CiI4dvV6IKZEOIKr/wC7+gP/mTP/F7NDsAbUdWaU7Qv/Wtb+ljH/uYPv7xj1sg8ZznPMeIK8961rPW3aqEaSwKHhutKtKKbF6a1zwQtzoQ2Gxw7ilo80AhENhshvhKH3brGRQ5xqojZrVbgW+pBhJEFYKAhXxOtwtc8OyIKzSRnFQ/95W5QZEjqrSaRPh64f/P3l2AyVmdfRh/abFCgUIFlwDBvUDQ4ARvcVIkWJDiLsUtSHB3KwRIv+JJkOAW3N291Ci0SEuZ77oPPcvsZGZ3dnfklft3XUvY3dndmdnZmfOc8z/Puf/++5ONNtooOe2005Jtt902079bSVL28TrNuP+mm24KNQ2dvwiFsztx/fXXDx39Gjn2Lw9hc+wPY8ZmTirFeoawAOPo8mMtWy12x2QsVMRugUxyMaE933zzpWqCj8dJeRfJRh+Ty/iX3ztdEot03BN/62+88UZYOPrlL3+Z+WBWZbdRNlHEMH7l5p68B1W4Xbvttluoa+iokseJa0lSNo+ZHDlyZFij4ehBNhUTXFlnnXXCa3Uj59+atZm42niK9aBY0/Bz49w7Y5B2jDGoHQlhF7FbIDUsnUUILDSzjm1Ed8DyuXe6nzfqGFfG9UWqY9lwwRoN8weNnhtpx+OEzdFxLY//pz6PNU3lWnYMqrDBiL/3vGFeirV8NhQPHz48079b1S+3YZXKJ+1x48Z1BFdIv66++uphUMSDvq+TMzyB8KIQd2O1aiBQmeZlkiYGV1qR5uXncwYerYOL1iY7Hn/DC0czz3NP46CIwTdBFVK6LGQU6cWCvzdu+2yzzRYWi/IktmCPwRUKrrjjmccJoRbOeM1rUOWRRx4JC38kddmJWKSCTpKUnXHILbfcEmqa2267LRzRE4MrLLr2ZUzG2JZuKrze871aGRihhomTMiw0M66OgQTqtGa/JseuIkxkU9MUqVsgjyluOxsO2nHcVG9aJvM4IZhArRtr3950G40dhJjYpLtPUcSW+MwhMKGdt52XPJfFzT08rzAXxNxIDK5Qw+c5qLLPPvskt99+ewiqULNKkpQmsQMEHSRZo6ELxsCBA8PmYoIrvF73ZTzaqs3EteZU4xoN/891qLUZsFldRWJ3zDwuXtdz/A3ju6mmmipJs8pjcrm+sabp6eZ6xr2Ekwj4sz7VqmNc09JlkaBK7CCU5jq2N1h/i2s0bO6hZovBlRi+z+vfOmvNrNlzLPYZZ5xRqLXHoitEWKWygGdCjkERbehIXZa3oeMFot4nN+66eMYzT4rtnOSKgYQ4KGp2mpf7MbYXK1qbbCbUGQhwH7Bwn7WBQAwk9GZQxICKsAYTfa0c9KcBk54MBEimzzLLLEnesXATB0X8nfMcw3Mct70nz5NZ8Pjjj4fFviOPPDLZfffdm3rbzj333PD29ttvh/d57TjssMNCW7tqeJ067rjjQuHFcw8LSUxCc0SRJKm4CEyPGjUqBFdGjx4dgqQU80z0Lrnkkj0KrTO5xRgH7D7s6+6uRgQSqGkIJDDOjsGVZow/uB+pDRnbpq2rSLNxP1PTMLbN2vE3ld1Geb+822h3j//33nsv7OrN67GW3XUG5W+LoEqju82mTdzxHGtf6mDmRdhkRF2Tp52n/A0cdNBByY033hiCKvxdN5M1jSSpUSED6hnmvhiTL7PMMmGNhjk6gvk9GfvHzcRsLiSw2c55S8YccZzKeg21RqxpGl1rla9PsamUMXFRxPUpFvOzePxNnHuP3Ua5/uXdRrt6DDNHHGt41qeKtOGC9SmCKqx9cmRyntYoav2uqd3jOg1hFUI6PNcxD5SnOQxCZ4MGDQono1BvNPO2Wc+kT+HCKuW46eVt6NhhFNvQrb322uGPvdaTXTzTnCcIXhDSlNpsdpqXSeRnn302vKAWrU02ISAGz/EcvDScRdkX/A7jrrPuBkVM5jMQ4Mxrkpt5HwhUm8zPa2K1u0ECz3UUeqSWmdzmdx/DcDxPZvnvgIE9z/cHH3xwsu+++zb9cX3zzTeH+4vQCc/Vl19+eXLSSSeF5xWCK5XuueeesBjD4JvnbnbUE1a59dZbw+BNkiQma+i0wiQvrxMsQDPBS3Bl6aWX7jK0zviO10K6qfE6lKbXdCZhYicNxqpctzhObUS7cMa+jO84JqNobbJjVxECOiwEZFnsNhoneqnXymvf8onb8s6g1LFM8hUFt53dy3RPIqiS5s6gzXguYazNvzwuqGd4zLDhJu5Q7G5BIM2Ymzr88MOTESNGhNqBmrXZrGkkSc0IXMTgCh3yBwwYEGoa1mkYr9d6neZr2YzMEYft3kxcDXOpMbjC+IM1pFjT9HU8xm2nCzZrQIxtqemKgnEd61N5OcY1HmtJTcO/1DDxcULNUv74j51BCT7lYX2qJ1jnZH2Kv/OirU8xf8HvnbUp/vZ5rPC4iV0k+TfLoSW6Q9FRZdlll00uuuiipj+urWfSp9BhlWq7jGIbOkIsyy+/fJjkZZdieRs6ngjYscIAiKBK2id6Gpnmjec+8sTHTrS8tc7t7n6kqwiL83nsKlJ51jcL43GHIvi9s+uS1GaRBgLxLHt+51mfzO8pzrEnxFd+9A+ToUxyxzQvA+S4IMCgKEudhniep6PWXnvtFcIq7Xpcc98SWNluu+3qujy7BQjYHH300U2/bpKkbGGsfuedd4ZJXuoVxuqx4wq1TfnkBZ1ZCKETWEh7WCN20mAilvEHtVusZ3qzmyiGNeaee+7CBZFZCGAyP49dReKmjVj7Esai9o2BBBYymARjLFWkzqDxLPt4hG3WJ/N7E1QBCxlx0pOOUuULAsyLxMcJCwJZqfV5zB977LHJxRdfHDqq8HzeLtY0kqRGvbaxcY56hrcHH3wwvIYTWuGtfF6aOUk2gTGmT9tm4q42jfJGbcN4NNY0Pe0KwhiH+Wo2LnD/pH19qpFiZ1AeB3nsKsLvlmBC3LSB8q745ZtNsjJmbQTWNVmbm3HGGVM/f9FoPB74vfNcx+0vP2kjrtFU1r5Zek7gsU7XeWpVntPbteZsPdNehlWq4A+dCbyY5uVJkF2JTPJS/O+4446hdWycAM6SvqR5Y5vsvIY16jnPnReDOeecM/cvhuWDIhYFeJ/HCgUBk9pF+d1z25nYLdpZ9uVBFQoeBjrdLQgwKGKA1JezNluJNpEMgnbaaadw/E87/qb5u6Kz15AhQ8LzS3eTy9zfd911V9hZcsMNN4SWeJIkdRVEZpc9YXxeNwimEFxhkpeOIscff3xyzjnnJJtttlmm7kReD8uPgOH1tN4jYPhajuKjuwa70AjaFgW3naNvPvzww0yc596o2pcxKmN6wtaM9zjScoYZZgidNIoSVGHXKfcFHVWyFCzvK57zGGPzey8PqtSqfeNEL38rcYcizylpnfPhehJ4P/vss0ONQOv/drCmkSQ187WOcRwbi1mjobZhjpZ6ZuDAgckBBxwQXsPvu+++mnOXaQ5cxM6AbBrtyREwfC1jHMY2BNDzFtboCmNabjv3F4+FvHcVKd80yt8CgSfW8AhrMFZN6zi10TjakzVaajnWZYukWlClq9qXN+ZL4nMKjxOCcWldz2TjAJty6Sp/9dVXt+X5zHomHQyrdCO2kiO4ctlll4XEKhMX7MTfYIMNumxDl3Y9SfPGNtnxBSGrt7m3T5hM8BFS4fYXCYMgHvMcAcOTNo+V2F4sdtLI66CIHbcEGop23me9QZVau7njoIjnDMIqcfGIxHdanjdYqKGtHCGR4447ruXhK/6mCEByf1GAMhCjw0tXYTkGozxnU4SxsLjtttu29DpLkrK/aPvAAw8k1113XXLFFVeEsCkTvLvsskuyyiqrZGrXTWWtxsRVPP6Uidta41Qm+miTzeWK1iab204nGSY6ue1ZO8+9r7edsRcbLxhPUfcyTqW7SKx90zRObSTqN2p46jd2qRVpISMGVRjns+O23oWM8mOleGPSl806cYdiTzvTNgvX84wzzghhFbpp8fttNWsaSVKrX/sIdbB5+Morr0zuvffeMO/IpuLf/OY3YWNtVsdzjFticIV1iK7GqdRxjHH4OGGNomwoBeN5AguMyVjYzurvuzeoeTn+Jp6UwOOFxwLj1BhISMs4tdGoYXnMsyZJ1/8iBlV4vLPhoi/HSsV6hrWetDxvUJuvs8464ffKXFWrN1ZYz6SLYZU6cf7v0KFDk4MOOigMBgiv0IaOiY/Yhi7LIY6u0rx0S2DRnifFrtJ7ecTOQ247bdWmm266pEhouciEfnlYI7YXiyEnWg3mcVAUb3se26M3K6hSrdDiuSQWWgyC4qCIx0y7ku9vvvlm6Kiy0UYbJSeffHJbBmc83xKCZCKc3e6cw0iRXauzCossXG+KsrFjx4bjf9ghv+KKK7b8ukuSsovJrC222CJ54YUXQlcxzoLn9YQJkEGDBoUukquvvnpmgwyMU3mtjMEVFpnjUYWMPRjT87GitclmTEbwnvEHtz0v4/V6bzthDf7ltsfJr8pxKuPSWM+kafKuL7iNTGzyd8Ftz+sGg0YGVWo9b8bgCmN35oJiTcNzZTvmf/idnnvuueH4n9tuuy1Zcsklk3awppEktcNDDz0U6pb1118/WWqppUI9c/vtt4cNpqzP8Dk6KGZ1PEfYmPFpHKcyhotrNGBsW5TO75WL2oxti7iROm4ip+M9G4oj1mXiGg1hlqx0O+9NWKN///6haUCRUK/ye+9pUKXaukJ5F0meY+I8Cf+2a0MDtRXd47kedM5qxzyF9Uy6GFapYyLgmGOOSYYPH55cc801YZEzfpyJUAZEBFfiQmMcFM0111y5SPPGNrgcgULCLa+7zipxmznPPbYIL1pggdvO4jhhDSb3u5u8Kx8U1XusVFoRInj99df7HNbIovfeey90HWFnHme1N7plYXxOId3L31Sc6G3VoIjHNR1VSOyeeeaZqSlcV1111dC+8fzzz6/r8ttvv334XTE5LUlSvQFsjgCikyITAXF8x2v0Y489FsKTtNemsxzHzFHTUPdkufsI41TqNd4IsTDRy8Tm9NNPX5ijUMpbhLNoX6TAAuPN8vbotW47fwPlx0rxfr3HSmXhtvc1rFHkoEqtDT68MXnMhGoMOVE7tWKehHmKiy++ODn00EOT0aNHJ8sss0ySFtY0kqRmY21mu+22S0444YRk11137fg4c9K33nprWKMZM2ZMeH1mEZRAC8cgpmX+r6cYl8aANTUNi8yMOahp8hKwrge3//nnnw/rbTPNNFNSJIw76f7Q3REwdOOOazQEE3pyrFTaTzvoa1ijyEGVWp1pY03DnAnPJbGmoatTK7AZnudnHqc333xzy35ud6xn2suwSjf44+W4n1NPPbXmGcD8kfMiQHCFyV/asJJuZZKXPzra0GVt8MBg6OWXXw5PWiQ2uR8q07ytmpBpNX6fdJb4+OOPC9cinNv+xhtvhO4aPT3LPh4rFY+AyeKg6O233w4BJcIaPbnteUD4IYZ0GhlUqbXrOT5W+H9+XlwUaFbIiW457Bpn0HHeeeel6jl55ZVXDjsDOGquHhwBRJiMs3olSaoHNcott9wSXgNrBTUY/7NriUleLs+YiNdNJno5QziLY38mX2gVzViU68/Yg7qG/4/j1LRMjDQaXWS47QSUitYinLqE2864khq+N0fAMFblyMa466yVAeu+Biq47QQp2HRhUKU5WCxiEjlO9CIG8ZsVcuLxyTFuBxxwQJjUXWGFFZI0saaRJDUTr4Mbb7xxmBPr6ihtxv8EOqlpRo0aFeZ3qWfYXDxgwIBMjo3YfMecLZ014vw790d5wDqvY/3YAZx6JnaXKQo2knCUK7edjeQ9PQImnqBA/R8fK1mp6bnuhHSKeNpBs4IqteYM4hoNG42ZN5krFLUAAQAASURBVImPlWat5/EcveGGG4bnLEKGaersaz3TXoZVGixOcN10001hkpc2dCQ+Y3AlC23o2I3EiwGTcyxcxwnc8jQvT2A8WcVJ3rykebmNtEbnd0hgIS8t0+p97HL0Db9fbjsvSL2VtUERt53FfwIb3PYiBZRaGVSphueZuCDArlYGKHGit1GdnAie0VGFnYfsRGxnYcpRcuxUJ5xCivjqq68OO0LoksJO9q222iok5YcNGxYuz7+LL7546LxCQUqhfeCBB4bW33RYkSSpWWMjxsR0XKGmIcS+0korhZqGDmVMiKZtPFeJcUW1NtmMPWIXDSZkGG/EmiYvY3/GGAQWmNRkF17af1eNRDtsbjtjWjqf9rZG5W+AibT4WCFgTc0ba5o0hpxiSIfHMSGdPNTnPZnD4LazuYZOOq0c7/NY4bkkBld4jik/KrcRnZz4GRxNvddee4VNUqusskrSTtY0kqQsYCGWtRnqmbh7n26TrNEwR5j2roPlG2rpGBc3Vsb1p3j8KeOgn/3sZ2Hswb9ZDOTUmqunAzq3vajdzxnX9qXjPwFrNhWXr+eVB6zTWC/weGcugnqmaAGlGFSh+QEdYVuJ9bzyLpJs1Chfz2vEY4XnZEKHbLAgVMjGmnaxnkkfwyotmCiMbej4A+QPPB4VxAJk2l4QmOCibS5PRgRrau0ei8d6xEFRHtK88UxznpiLdp57eUiH9oiN7G6R9kERj12CGrTH57b3JaSTRQz66abTjqBKJf72YiCOfymu4mOFCd/ePFb4Xuy4oLBhJ2K7C1HalY4dOzak4ykyeZ5ldyRBFay44oqhm1XssnLIIYck1157bdhJwN8lqeo99tgj2XTTTdt6OyRJxREnSWPHFcbLyy+/fKhpmOwlEJG2MESc4CKo0VWraCZJYhiB8SrjwPLOgFk+05zxBG9p+900E4GSJ554Iuy+a/SxvEysxYA1dTATa/GxkobdYAQkuO2Er9iB2O4aqyhBlVohpzjRSyenGIijpuntY4Xg4G9/+9vwLyH8drOmkSRlDeN+uuFTz9x4441hnEgIn+AKtU3ajgllPp2jbxjfsrGy1lx9PNYj1jSMCWNwhbFHu+dBe4PbFDv+93VDbRZvOx1O6abT6Ln6uJ4Xaxrm4ctDTml4rLA+w++e+XKuU5G0M6hSaz0v1jQ8duJjhfW83jxWeG4aPHhwWH9k0267TzWwnkkfwyotxKQF5yYy0UuAJbahY6J3qaWWanvqlcEPQRWSqj3ZhVaZ5uWFLgZXspLmje2SCed0daZ5HvHiw/l/vGAwAGxmSCdtg6LybjIEVdIw0VzUoEq1xwo7ouOgKD5WeG7h33rasDPI49gCFivYiZiF1u2SJGVhhxv1zPXXX5889thjydJLLx3qGd5oU9vOcATXj4k9riM7sRg39HQnUQzNMiEcwwgEE7IQ+qAeiyGdrs40zyPqUeo5utfNPvvsTf19UTuWnwnPLt34WGlUZ8CeBmkIqsQ6PguP1Ubh75Y5jDQEVWptBor1TPljhecm5oPq+V2xoDZ06NBQzxAQlCRJfR8/3HfffcnIkSPD6yyv1wRXqGc4BqLdG1gZa3I8K+MENt/VO58ZQ7NxjYb/Lz/SMm2BnK5COlx35qubdVx82jvpsEbTzK4T/Cw22cfNxdzf5Z0B2/E3ELvJ8JjnuhQJJxSwPpeGoEpXgTgeK3Qy5fcTNxjX03GU57QtttgiPLbvuOOOwnVKUn0Mq7QJE0r8YTLRSxs6XgBiG7pll1225Yv2cQfezDPPHI6b6O0EV3yhi4Oi8jRvvQvM7WoVzcRi0c5zZxcag1+CAQwAW/n7KR8U8cbvgQF0DDo1ewDNz3/ppZfCY7/R3WSyFFRh8NvuJGu9j5U40Vvehp23ar87gi48p/KcRvGZhYJMkqQs4fWZCaUYXHnooYdC58gYXJl11llbumgeQ8jUIYxr+3KsI2NkAit8LyaOGEfEMEK9C8ztmtzraUgnT7vQOO6JsEorxccK9QyPFcIScZK3FUflMrFMLcvPK9qRT2kPqtR6rFDP8FjhdxXnSpjwrXb92eS09dZbJ1deeWWywQYbtOV6S5KUZ4QjHnjggdC9jKP2mH/k+G7qmVVXXbXlx4QytmN8E7vl9WV8U36kJbeLsWmsadodyKk1tmNMzzoFgYUizeVym8vXKVr9uGNdJj5WCCZQ88Y1mlZcl7jhJI0baoscVOnqsUJNw4YRQlXxscJG8Mp6lL/rIUOGhI5Bd911V5+OtVK+GVZJAZJl/KEyKIpt6OgGQHBl4MCBTX9h5jiKF198sds22T2VhTQvL74MAJvRKjor3WT4PaRhci+2Sy4fFMUBdKODJAwAeczHY4/SeOZ8M2UpqNJVG3beCKUwEGLil8EsZ85SgNG1iucZFs/SWIBJkpQnjPtp2cvrLq2177///tC6NwZXCBE0c5zNJPNzzz0XJk4avQOP7x3DCIw9YhiBNyZ8210/lJ/nXsTJPX4v7L7kqEQ6+6ShM2Cc6OX98qNyG11vxWOPmNTs379/2x+L7QiqxOOL213L9qXjKG/s6OYxwkQ1C2M8lm+//fawA/Hiiy/2CFBJklr0+vzII490BFd4jV599dWTX//618mgQYOafhwNYwM2lTIOaPTYjrnUOEZlPryZ8+69wYZnxnbM0WdxbNfXxx21LGsjzNW3e50idgaMXSSZdy8/KrfRNUf5sUdZXKfoa1CFgBbBNNYns7i+yG2I3WlZg6FOY15mtdVWCxs3tt9++7AOx/o3jyGpFsMqKdxtc++993YMinhxILjCoGillVZq6IsVE5tvv/12eEFoxTlwaUvzFvk8dwaABFUYYKSxmwyP+7gg0OhBURwA8qLZ7GOP0igmlbMaVKnEAIhB0RlnnJFceOGFHQlegnd33313Lm6jJElZQo3BGI5ahq4rvB4TJCC0Qk3D/zdy3M0ECRObjGd70ia7L2EEwvjcRm5rHKPSGaHVY2quD2d6MxYq2nnu5WeaU8+kbeIrHpUb698YRogbN/r6OKWeJqhCF8FmH3uUxvF/+aaLtNWyvd3k8/7774dwCh2i6EzF+8cee2yy7777Fur3K0lSGjDOZqzFGg2BfF6XCZRSz9B5pdHzjTGATUiF8V0r5t15o7ahM0KsaZhXbbXYKZB6iu4SWR/b9XQtkPUp/iWskYbN3dXm3WMYgesXw/hskujLGJUxMJtp+dtiM3Ezjz1KI+YTCKpnNahSbZMP63g8Zx5zzDHhfZ4neS7l2DVO85C6YlglxfiDfvDBBzsGRXSbYDDEoKivbeh4kmAShBeavrbJzmKal/PROM+dAVC7d+C1awDIZCm3P+0TX+WDIv4lXNLbQRF/UwwCGJQzoZ+2AWCz5S2oUonHBzsd2IlAYcNjPbbubEYhKUmSup+AYgKU7pEEV+68886wsE4HNLpIMjHTl8nI8jbZrQ5gx9sWaxrGmc3sotFVN5k07MBrx7iWyc0snGkewwjxsRKPtIzBlZ7+7qifqefYcNGvX7+kSPIWVKmGI0yHDh0aOt+++uqroTNV7FK1xBJL5PI2S5KUZqyjMJ9MPUMXScagK6+8cnhtZpNxX7st0iHx9ddfb0sAm+B/7KJBGKHZXTSqjWup52acccamd+NMa6dA6kbGtRxtmYUwQtxgzO+KWoY36t+ejFGpjxjnsgmEoEo7QlJpCKrwNz/ttNMmecPzyiabbJI8+uij4fHBkcWrrLJKeM5cd911M3HckVrPsEqGBkXjxo3rCK7wosCiLH/ga6yxRo920cUFewIjjW6T3Yg0L7eFJ+lmpXnjALCI57mzA4/JPQI6WRwA1hoU1bObla+llSL/8rhv5q7bNIpdlPIaVOH5bOONNw6DodGjR4fnEXZAsDjGWxwA5/G2S5KUFUxG3nzzzWGSd8yYMWFMSj1DcIXQQU8muGKb7DRMbDLZxsaCePwp4xG6VjJG5d9GTzwyscltR7O7yaRNPPaICa+stoqOR1ryWOFx3JPdrNTL/O7ZmTbLLLMkRVKEoApHD/B8ePzxxyc77bRTCDbxXEk9c+uttyYbbLBBOBZIkiS1byz60ksvhTUaahqOt1hhhRXC5uJ11lknjP3rrUvigv1HH32UinEt3T3iGJUNgQSq4xiVzQGNrrf4GaxRUcsVbVzLehjjWtblWKPK8pGWPF4Yp9db//K4j91BCar0ZUN+FuU9qMJjY5999knuuOOO0GWXjpE8z8U1Guqdhx56KFlyySXbfVWVMoZVMvoHz4tZHBTFNnRM9K611lpdDh54IWRyKyY20zaxGc85Y6K30Wne8tZiTOoW7Tz3OLGZlx14cVAUgytdDYoYbJNU5vHD7z7tSeVmBVUYALa6i1KrjrUaPHhwWAC77bbbqhZ3tIkvWhclSZLSHqIeNWpUqGf4l91YdFxhopfuAV1N2FEr0CWxFW2ye1NzsMAcgysEExp5/Es8zz2rE5t9vW9jd9C8HHtUvpuVUD6/1xjGr6zrqY9pEz7XXHOFIy+LhFqPIDpdNvMaVHn88cfDc+CRRx6Z7L777uPNfXAfUNOn7cgrSZKKirEpG2LjGg3z7ssuu2xYo+E1naM9aq1lsJmSY3+oGwiqpG3BnutX3umcufS4RtPX41/iPC2hn7wcgdIT1IeMa7kf55tvvsyPa/k7oLaPazR0lGRTcax/Gb+XX5aAF2Na1inavYm+1YoQVDnooINCKOWee+4JXXUr8TihG1Xa1qXVfoZVcvAEwMAmDopee+21jjZ0pHnL29AxsfXYY48lAwYM6HPL7XakeXlhix1Xeprm5X5iAMQEIBObRWstFpPKeZ3YLB8U8UY7dBYFGBDxN8BiBoNqJjaLNKFfhKAKE/yc7c4uBI4W4PctSZKyhbEbgVNaa99yyy0hhMAELzXN0ksv3SlofN5554XgNWP6LHRJZLIuBleYjI4Td7z19EhKvp6gCuPceeaZJ/X1XCNRzzGxSVg9rxOb1L8EUmL9S90SJ3njgga/96IFsGNQhd29Cy20UC4f9yxucYzAwQcfnOy7776Z64AqSVLRMTfNHCz1DF3x6ZC/1FJLddQ0zMfH1/ePP/44ue6668Ln2VSZ9mPqGYfHMWrsdB7rGeZhe3r8Szymnnl66poioZ5jXMsaF0c+5nHMR/0b1/ToPsqm0ri5mI3k3AdFPMaW+4NjfPMcVDnssMOSa6+9NnRUYR1S6gnDKjkSW2jF4AoL9AMHDgy7E5nwZXfO1ltvnQwbNixzL4RMzjEoYqK3p2neeOwRuxBJKhfthZABMI+FIiWV46CI206IhaQmHWUYCORxYrsWQioUSnkNqjBxzXMaBc7YsWPDoFeSJGUbY3YCqEz03nTTTWEcx7nGBPFHjBgRQi18nPFNFkM5MVzNxB11TKxpuqtR4rFHTHRzBEzW6rm+oJ5jYo9diExslu/Oyysm+9hxyGOFmoYgC4sBtEhnUr8oAfwiBFUIIdEhd6+99gphlSL9bUuSlNc1Gjq7sz7D24MPPhhqF0IrdNLYddddw7+s4WSt+3f5GJU3bmvsCsgYtauxWjz2iLEtazR5nKvuCh3B2XhAZ1A6ThRhzMcpD/GxwiZyHh/c/umnn77PpyhkMahCZ9Q8dknkb/uYY45JLr300uSuu+4Kz29STxlWyXkbOiZ5L7roopBaZLGewEp3bejSridpXrouMKkbj38pWnspBsYMApnYK9pCPoMhJjYJpzBYJuTEoKiRR0ulPahCUp0J/TwO/pmw33777UMQi7RuHgd6kiQVHQvVvM5fc801ydVXXx3eJ7hCWHXFFVdM/S7E7kI5ceKOIArjtThGrWwDTs3D5FYajz1qxZiPeo4akEntotVzdA9kvDvnnHOG2pbHC3VOI4+WSqsiBFXo/rrmmmsmO++8c3LEEUfktjaVJKnIazSEM+i2wkIux/7RaZHAyvrrrx/G91l9/ee2EcCIXSQZt7P+ELtolIerGcszpuXyzFWn7dijZovHeTKmJ3xeJGw84LZTy7DxgvuCN2r5GHRqxNFSaVWEoMqJJ56YnHPOOSGowu2UesOwSo7xRHHKKaeEM49PP/30sFBPmpc2dBwFRJq3sg1d1jDQYXI3DorK07yEEpjY5F/aaxVl91llVw1COkU7GoXJfyY2aTNXfvYjE57l522yKzNO8uZpUBSDKqT2p5hiiiSPg1wmdDnWjPMPSWNLkqR8IqhB2J6xPMdj3H777eEMZLqU0I2AembVVVfNdPfEGEKIO84IVMfgChO6r7zySuiSmMd2wd3dL+w+JIxRxOM8P/jgg/C7L2+RTr1LF8n4eKGNNrVerGmy/HdQ+bt/8sknw8YDJjzzGFRhUwlBlSFDhmSy+60kSaofnSE333zz5KCDDgpjerqqsLDLURnUM3TGn3feeTM7HmCMSnfzuEbD3HwMrjBWJajCvDzh8yJ0SSzH/VHU4zzjxgMeH/zuYych5vape8s3o1PL8NZdh54sKUJQhXXn4cOHh+64BNGk3jKsklM84dNGlvMPb7311o422TyBMOlV3oaOF4oYXOH89zykeXljxxmTWyRWeaEryuRm7KrD7zmvXTW6QntwUuoMbLoa5MejpRgQlQ+KGDiQcM/qoCjvQRUCarvttlty//33h53WRdtdLElSkTCmZTGXMe3ll1/esRDPOO6hhx7qOBOeVtRrrLFGmORdbbXVQlg9q5jEjWd8E65mbE9XzFlnnTWM7bJaq/UUE9yEFQjusPEgq2Pz3nrvvfeS1157LWw8oDbpqvaJjxc2cfAYiUGnrP4dEFRh4wE7bvMaVOEYU56zNtlkkzC5m8fbKEmSvnP22WcnBxxwQHLllVeGbipgjM/YjRALNc0dd9wRxvsxuJLlMVAMV8c1Gv6f8DlHmRLUyXJ3zJ768MMPk5dffjnUM3kMK3RX1xJU4XFMTVNrbS5uRo81DV9X3qEna0dlRTz2CSnlOahCN5XjjjsuHNW85JJLtvsqKeMMq+T4+Jctttgiueyyy8LxP7WeUHjSZIKX4AodCnjhjMEVkr1ZnAxlspodeEzqMhCqTPPyb15bJfM7pZUwIQwm9bM6QdlbDH6Z2GTg25PHbxwUxTRvVgdFTHq+++67uQ6q7LPPPmFHNUGVWs9tkiQpH9ilQ11zwgkn1JysZXzw6KOPdgRXODZl9dVXD/UMQZcsjokY09NRg5bhjHc+++yzEFxhYjcGEeggmMVard4xPUGV7sLneUV3TALobCqh+2NPQh5xkpedimzciGF8NjBk4X4sQlCFjQUEVTjS7IwzzsjlbZQkSd9hM+3aa6+dHHPMMclSSy1V825hvH/LLbeEmmbMmDFhXYPukoRbmOPP4niBTpiM6RnXMaZlnEr3ldgVkLc8d1lhjp7NF92Fz/OItRV+99SvHOdZ7yby2KEndpHkMURNGLuuZOXxEoMq3Haud97we7rooouSww47LBk9enSyzDLLtPsqKQcMq6jjCYaAAy21GRSNHTs2nJnIJC+DoqxMEsa2auXnuZenefk8/19+xnde0rxM1HPbeUEnrJCXFtD1ogU2E5u006ObTm8fr10NinjMpPXxUoSgCq0yeY4iqEIaX5IkqXK8wO4t2moTxmdRmCOCmOhlkjgLAY/yMT0T0wQOyrsCxnA1E35xkpcJ37Tfrnpxu5nY5JhHarq83K566xDG9HRV6WuHTFpux8cLQaf4eKGm4fGSxgWPIgRV6H46aNCg0AHq3HPPzeVtlCRJfZ/jZgGYeoaO+YzdqGfouEL3gix0jyd8EzcTl28opStgnHOnQz71WaxpYt2TpzE94XNuY5E0ckzPOl4M4/OYysLjpQhBFbreHnjggSFgN3DgwHZfJeWEYRXVPE4ntqGji8Ess8zSEVxJ68QRuy4597m7tmrlZ3znJc3L5PUzzzwTBgNMbKY1UNEsDFaY1OZxOvvsszf0e2dhUPTGG2+EAXCegyokda+55prQAYoiR5IkqbuahkmiGFyhTlhppZVCTbPOOuuE3W1pC0IQMGBMz79MbNYa0zM2opskE2GMU7mtcXya5eMs6XTIpDbdZHhL2++nFUe50iqcMT3HHzUKjxc6rcSahvdjEJ9QfhoWPOKkNp1B83rsE52S6Kiy7LLLhp2IabjfJUlSuhHu4IgN6pmbb745BADozkZwhW4GaewGzriTmqZfv37haKNaY3q6zsQ1GmqbPBxnGTtkcptYo2nkmD5LR7nyu5x//vkbOqaPjxdqGh5jPEbi44X7OQ21YxGCKldffXWy9957hw3FK6+8cruvknLEsIq6xQI9Kd7Yho4XgHh+IhNp7Z5I4kmSNsnsnKStGuGTesUzvnkhyWqaN57/Bya10zhIbcWkNgPgZh8Lw4ArTvIyiE7DoCgGVRZffPFcDoD5+6ZV5iWXXBI6qsw333ztvkqSJCmjk4bUM0z0Pvvss8nyyy8f6hkmexnLtXtyi8k3xrSxVXK9Y/p43n3sIkmIPW1BhHrQ/YPfS3mHzKIon9Smvm7m5HzcmBIXBnjccexpbK3djuNyixBU4b7mWDIWLdiJWLSaXZIkNWZemm741DMsFDPOJ4TP5mJqm3aM46qFc1944YXQpZ/u5705zpLugGmYc+8pAuEvvvhiqM0Y02dlbalRWGdjTM/aHPP3zfydsR5G/Ri7SLIBPdbAHDnVjsdLfOznNaiCkSNHJrvsskvYEEQIX2okwyrqcZcJ2tAx0Ttq1Kjw5E8bOsIrAwYMaPlkKJNtL7/8chjMENToS1eJyjQvA6Fpp5021WneOKnNC3JPzv/LC1K0BHXaMaldbVAUB9GtajFfhKDKSSedlJx99tnJXXfdFbo6SZIkNaItMxMs119/ffL444+HXYnUM9Q1TKq2enIrnudObcXEXm8X67ltbDSIwRUmfQkiMD7l37QukMcdaNx2jv8pEn5nL730UpiUZ0zfyknteFxurIFpOR+7jjLB2opjZXmM8jdILZPXoAq/W44hm3vuucNOxDQsJEmSpGxjXvree+8NNc0NN9wQ3ie4Qk1DN8l2dI/neHo6BTJ/25fFerpMxuAKc+6MSeOcO8dkpjG4woaB5557LgQ2CCdntXt/X+pZgirUnPPMM09Lf0fc96wRxa4r/OwYxGfzRivqiyIEVXie2WGHHULne55rpEbLxEzAEUccEZ5kyt940otWXHHF8T6/0047jfdiyQQBrdJ4Ydtvv/3CC185jpeILyZzzjlnctlll413XVg0pXsDL5KEMx599NHxEq6ky3giZMJlww03DJNveUFoY6ONNkpGjBgRnoTPOOOMMCG6ySabhMmXvfbaK7nvvvvGu2+b9ULE7jtejJZYYok+H3/C753AA8nXFVZYIRwpQxL24YcfDm8EAzg2iEm9NGDww8Qev5OFF164cEEVJv0IqvC4a8fuSyYZmUznvuc5iKNpYpcb/gZIUjOgJlXdaDwGeTxy9FWegyqnn356eI6h3aVBFUlS1lnTpAO14hxzzJEccMABHWN8diMy+cIOwFVXXTWMP+ja2IpxP7UUNSU1al9bJXPbCE0zLuWoEWok6l/COUxmM07lmBnGrGnBeDZO7BUtqEKdwG1nowS/q1bvvuTxQh3BMapLLbVUeMwwucr8xQMPPJCMGzcudDAl0NIMRQiq8Ltl0YguoFdddZVBFUlSplnPpAfz0tQt5513XhhPs7GYtZHdd989jDu23377cGwQ6wfNRs302muvhZqDtbW+LtYTsC+fc2eTajxehjEqHQkZY6VljYZ1MDYTM7Zlnr5oQRUC74899ljY9N3qoApYE+MxRy09cODAsIZAXcEGd9Z7WT9kHbNZ65V8b9aBeLzmNahyyy23JEOHDk2uvPJKgyoqdmcVBkKkRO+8885OL1ok9RAXio866qiOzzMpR9Iyhho4Hma66aYLu/Q/+uijZKuttgp/YMcdd1y4DJMwTJAQcuHFnJZqe+65Zzj+ZtCgQeEy1157bfg6BgEEVU477bTQ+ogXSCYXsfPOO4evIejCROGuu+4anhwffPDBJM94Meb3E9vQ8aJU3oau1nnrvcUEK2cfMsHH77bR37+rNC8DjthxpV1pXiYMSavyAtiOQUC78fsgrcyCQtomtXlMEnKKaV4eP4TXGrWjNQZVPvjgg4afZ58W3MZzzjknPD8TVFlyySXbfZUkSeoza5r0jz8IctBthcleJkKZcGKhmTcCLo0ecxO+pqYhLNDs4yypH2LHFSYUp5lmmo4dis2spbry9ttvhzq8p0e55gE1A/UMvxfG9Gmb1C5vxc7mEII0sbV2I2pgOoRSzzbjPPu04LglujVxv/G8krbfsSRJPWU9k36sgz3yyCOhnmH8wVoGa1scf8q/je4ez5iWLoGMFwmqNLM7PT+L+qm8g0asZ6gl2jGeZMxMUIXwUBE3E7OxmzH9TDPN1JR6ua/1PdcvdpGk+wtrNLGmaUQNzDozj382XsS16rxhbWbLLbdMLr744mTTTTdt99VRjmUmrMJON3aCVUNYhQkuwiPVcGwNwQkmHwkZgMAJu+l4YeOJif8nZEL74WizzTYLi85jxowJ7xNQYcfTWWed1fECSUeH3XbbLTnwwAPDZARPdrR2pfsISPCxoM6uPXYrFQFBEjpLEOQhuMJEFPc/g6JGtKEjScsggO42rT76hgEfgyImehnsETyIg6JWnYfH7kuSxGkcBLSyTTjhsvj3nFaVgyLS7CwM9HZQVJSgykUXXZQcdthh4agxdnhKkpQH1jTZGo8wdqMGZaKXHVnUdIRWqGno7NfXMTgTW+zAasfRN4xJY3CF2oI6JtY0rTj6hfuXFuGMaZnUjptMiiJ2CKVO5va3KyxUL8L3cWGAGpj6u7wG7unCQBGCKtSAbNxhwYZdza34u5IkqdmsZ7KFtSu62MXgCmNvurFQz6y55pp9HoPHMS1rNYsuumhLxztxs2isaagv4nx7q45+id1eGO/Fbh5Fwloot59NF3TzSTs2CcQwPjUwjQZiTdObDpdFCKrcfffdIaBy7rnnJltssUXh1iHVWpl5BqWVGOeHs+ts8803D8f6lKOlKk8KLGAfdNBBISkXERThBaN8YZskKU9KtN2Nl+HFuhyX4eMxJcmESvlleAHi/XgZPk9Qo/wydL3gOJl4mSIgSbrKKqt0tKFjMMST/x577BFeuLbbbrtet6HjRYW2YkxstSOtGifmeDxxVBC/Xybv2BFJQCeeN96Mo19ASpnHGYMAjqoq2gsEgbPYJjztQRXw+2Hgz+9qmWWWCYE1JnS5HTxeeCzTYr6ev4WiBFWuuOKK5NBDD01uuukmgyqSpNyxpskGxnCMNXfcccewk4iJKGoZJuMY09H17eijjw4B6t6M+xn/UTdQz7SjSyCTcdQT3I7lllsu1DdM2tFNhiOJ6HhSXk83erzHhg7aJbMRpIhBFTbhMG/AmD7tQRWwQYO/h1gDE7CKnWGoafg74PHDbetJUCWvR/8wZ7HxxhuH3y2BN4MqkqQ8sZ7JDsZZjPdPOOGEMP6m8z/jOU4eoBZgvPL73/++V0fqxLUy1kU4+qbV4x1uGxtC2VDA0S9sZGfMGo9+YZxKkKWe8WlvUCsxr8+aF+sUeRzTdoXHDLUxG6mzEFQBoaLyGphTOFjH4+8iHg9M4Lyev4UYVKGez2tQ5f777w/NHDgi2aCKWqFv51G0CB1NOFaHHWw8ERx55JHhaBkmRZjk+M1vfpPMOuusIcxCmpMuKRzNw5E0YCKscmE7vs/nuroMgRYWknkC5sWt2mV4EYzfgwkJFqMrLxN/TtEQ7mBCi7fTTz89tKHjSCcCRRy3RCCIHYr8293iO2lNOqrMOOOMqQhqMAghsctbeZqXx2Uz0rzx6Bv+DrgPiobg06uvvhoGAdynWcSgiAEcb6SvY5qXQo/Hf3zM8P/lj++4+5SQCwVAM1sqtgu3ka5U+++/f5jU5TlDkqQ8sabJJsZkjD233Xbb8MaYn+A9tSYdPhmXszuRN8apXY37yzuKEFRgcrPdmFhmcwVvTDrHjoBcT8akcbdZI4LS1EzUSkwCMqbtzQ62LIvn2YOOKn09HrQdeHwzIcsbj2dqdB4v1GkEUfh4rJHZxFItqEJAiY4q7a7nm4G5I3Yf8linc28e6zZJUnFZz2QXYzgCHbwRuqfDI2s0Z599drLrrruGuoZ6hu741D5djdMY7zCmZZxD+LjdR99wXVmP422uueYKtQZrNNQz1B6MT6lnGJ82YvzN9yeowaaD/v3753JM291masL33Nd0/s8iamBOzOCNTQR0j6SmYdMGp0LENZpqJymUB1WyukbVHcI7hNlOPPHEZJtttincY1ztkYnZEdqSRSQVGRgRTrnuuutCl44ddtih4/OkQ3mhoLMHaTjSfUrPoIidiLwNHz48TFQxKGKAxK7F1VZbLQRX+H1XTtw+9NBDYSBESIXffdrENC9vdFth0o5BEUEmXvDiCxyDo94M4GKb8CwcfdMMdFLi75mWgnk5z767QVFcGGAyl9ue56AKeC7Ya6+9wr88f+s7LAI4IJSkfLCmyQcmrDizmTcmKlmQJriyxhprhLH+euutFyZ66RpSHlxhoX7s2LFhswWfS+OYjo0XTDjyFsen1DRvvfVWCJbE8Sm3oafjEzZ+0I2SQAy3PwsdRRqJ+5NJfWpBFgnaPanf6IUBJurpKEI9Q+1G7UrdFhcGuCxt6Knz8xpUYTMCG6nYaUtHJv5OZD0jSXliPZMPjMMYj/HGMexsomQ+9pJLLgndJOk6wRoNdQ3rEOXjNjaKs/mS9Te6mqRtTBe7nMdO54xPqWeYb6dbO+GCOD7tTT3CxgXG9HTo4C1tt7/Z4mZq1r9oHJAHBOx5PPNGzUq3FW4ntSu/37iux7ofDQlY78tzUIWabcMNN0yOOeaYZKeddircY7wW12iaL5P9qWJKknRkNYRZED9PSydelMrF9/lcV5fhhY2JuRgyqHaZ8u/B5BsvWrUuo+8wccskZWxDRxiFINLJJ58cuk5stNFGyZVXXhmSmuecc05I9fLCkcagSq1JOzqgMLiLrfB4PNKGjhc6widMWNbjvffeC2lNJjWLGFRhcpywBrsP8xJUqTUoYqBDkp3nNx4fpJQ5G5AJX4J3ed19SieVXXbZJRkxYkRY6Gk2zlnk+SYWL0svvXQyevTompe/8MILQzcvHn+8cdQbLfJb9XxCEcR9g5625ZQkpZc1TfaxGE1rXDZRUPNRyxDwWH/99cPk7X777ReO1qFL51prrZUMGzYstB1OY1Cl1viUGoSOd4xFWYRn8opWyXTSoO6tZ2zCuJbdh0z+ZeXom0aKbdK5T/MSVKk2ZqX7Dsc2c/TpsssuG+ZQ+LughTR/B9zuvE7q8zveaqutwuQ2dUWzuyZZz0iS0sB6JvsYlzEPffDBB4djbTitgLqF+oaPM09L9xU6nhPGZU6UNY40BlVqjU+pY5j75Y3HLLeFoywZn7PuwqaCelDnUdMQgmH9Ku23v9EIpRNWIuSUl6BKJeoVgincRo6XojEC65iszbFGQyCfjcdp6JDaDKxFEVQ75JBDkt12263pj3FrGmU+rPLPf/4zLF7XOt+bPyrEz/NCROKPJ9TojjvuCIuUnLccL8NOt3Jcho+DCTUm1sovQ2tX3o+X4fNMQJVfhhd4FprjZVS7DV08950XfSa4eLIinHLggQeGnYsMgrK2UBvTvOw0o6MMQSoGSaR577333rAITRtwJrcqcVvffPPNMAAkqJHXtGZ3bdLfeeedEPjJ6yCg1qCI5yaew+L7hHZ4zDAoJMVLG/E8uOWWW5KhQ4cmV1xxRbLuuuu25GeyW/j4448PRQkLLiuvvHIYiJGwr4aQ2eDBg8OglDZ4DEpXX3318Lfb7L8BXmcOPfTQ5PLLLw8fK1ohJEl5Zk2TL5NNNlmywQYbJFdddVUYqxG4ZyffJptsEhboGdcSXsnieea0yyY0T9iX4AqhfOoXahmCCGw+YJNBtVotBjX4HtQ0lUfD5B2T34w3CZ0TTM9jUKUabi+1PJ1B+X9qYrpHjhs3LmxU4e+BbqRZq+9rhbG23nrrsNjBIk4rNlhYz0iS0sB6Jl+YcyR4TM1COJ25aDYUM3fLugzdFtiYO2jQoCSL2DBAyIT1mRispm6jniGowxoEnf2rIYDNBmTuB+aFi4aN16zbEd4oymbqeJICXWT4uwC3na4rrBVQCxN8qraul0X8flmb4e9/n332ackahDWNyk1QysDswL777hv+UJjs4CiMww8/PARSSLJ99tlnydVXXx0Snyzms5DLURI80FnYBTu4CEOQ+OOcLV6ECD9sv/32yXHHHRcuw4svEyns7ucs8rvuuivZfffdQ1vn+AJ87bXXJkOGDEnOP//8sCPutNNOCylTJufik/TOO++cjBo1KrnsssvChAwJNDAho/qxQMvvnQVsznymiwG/cwYStNWu1oYua9iZyECHEBUtxGObZN4IR7Fbkccqk7pFayHM0xItCBkIEQIj4FPE28/vn9vPYJqP8Tjh8cIbg2cGTH1pXdhut99+e7LFFlskF198cfg7byfuy5NOOikcLdcdXlP4ez3rrLPCDspmo2DiNY4AH0WiJCmbrGmKh4A6tSTjNXbgUVsyplt77bVD9xWCH1kcw5XXbHSNoaZh0o7bFusZxlYENdiIQF3M7rQsBnX6eiwMQR1C9wTRi3r72cHK7ad2J3BP9xHqGXanxmB+PBM+a/cRt4d5JeammEPidrSL9YwkqdmsZ4qJjtN77rlnOO6QjbV0JSG0wBoNm/+oc7K8RkPNEufbqW1Yh4njU+bkCSSwTsNtZg6+aNisyYb8PB990xXWo1n/ZX2Z8TbYlEL9y2OG9WnqvfiYyWJnfDrHcMzbb3/727D23s6/Z2ua4powyQBeENjVzqQGLwgkOB955JHw/0yA3HnnnSE4wpMEyUZSnrQqipgAIQFKkIQOJ7zIEDo56qijOi5DqpLJQ4Iup59+egi7XHTRRZ2Soiym8iTEWX4sIvMENWbMmE5pwlNPPTVMsHAdeKHj69lVp/qRRiQwxO+YnVe0amPik8ne//u//0tGjhwZBsd0X2FAxNuMM86YuUERuy953PFG8IDHFo8rXvzZccjkL4OAIgZVGAAweclRUdxPRQ2q0FEm3v5qZ24yIGLAyIAia4MiupQQVCGAwY7jdiF4wnMK92e9HbAImrGDMg5QG4m/+/JJet6n7eYqq6wSApiEVSovI0nKBmuaYmETBW2z6bZCfUlNysI2k7ucCU9tSg1AcIWJXjq9cXRoljAeYcKSN8awHAtEcIWFe24rHyPgyw7Eoo1d+N3SUYX7Jgtt0huNeRpuP7//GFQp79LDG2NaOvJQ09AJl8cLO1ypZ7jf0t6FhjqCCV3+1tld2a6givWMJKlVrGeKhbHZMccck5xyyinhmEOOReFjzNlzpDvrNMcee2zouhjXaLI47qX7H2uKvLEuFUMInOzAGg1zwNwuxqlFQ+dA1inKgxpFDOpU3n7Wl3mjgyp1T3zMcF/x8bhGwwbstP89EMRaZ511wgbedgZVrGmUic4qKpbhw4cnI0aMCB1qqrUV4yHLC8Uf//jHMCiiaw3dR+KgKMvnYDNhRwcZOmgQUqA1Mi9q3A8xzZtn/G6Z3CbFTEeRLIQuGn37GSAwyV8eVOlO+aCI+47HDGG+tA6KaK9I6IKQIcG0dlw/JsQJp3DfcR/FDl31YFKaFt8cG9SMRSV2KdB6jw5S0ZVXXhmOS6LLFC34JUlSehHUYIGeDRKc/15trMNkDO21qWeuv/76MO4n3EJwZbXVVst0YJvbQkcNxlhM+PIWQwj8S2AhzwhBc/u5vUzep20s3q6gSnd1EI+buKuVjT88VqhpeEvb8VHU7XTRfeCBB0JQhc0zrWY9I0mSmom5T+Zt2axNV5Fq4zfmoW+66aawTnPHHXeEdRnWZ6hpOMUgq4H1OEfPGhQbRxmnMgccQwh8LO9jfDaOcxrFoosuGjogFk2toEpXCDYR5opdJAlCxccMG43T9phhDYI5CDYSsybbjr9XaxpFhlWUOkxmMjlVT0cRBg50oIhpXjoPMHiKwZX+/fun7kWgq0ltzj7kXwYBtATnBY4QAuEFOgtlLZnZ0wk/Fv8J6hA+ytrO0nYFVbI2KHr44YdD2/vjjz8+7Chu1/Xheebdd98NxQa7m+mkxfMHE+pd4XpznByT0s0IjTC5T+coOnKxE5tOYrvuumtY1KETDX/3dPAqWpBLkqSsYexeb5tkxsEEUhmTEFxhPLj66quHeobJoyx1WmTCmvA93SOZrGaM+89//rPj+FM6jnC/xKMs0xZC6CtuK0EVjiDOekv0vgRVmNDt7c5aHjOxiyRv3KfxyFweM+2uE/l75Rx3jjSlJuC46nawnpEkSc3EmIwuePXWNMyxcroBwRUCLtNPP33YiMc8MGsdWQmulHd9Z42C9Rg2GlDfUdPwceZpy4+yzNOYn9tPSIV5c24/wZyi6U1QpVJ8zLC2xxuPkbi5mO/Z7r+Hd955J8w1rLvuuskZZ5zRtutjTaPIsIpy9ULKC8CNN94YJno5M5rjM2KaN81t6AgYPPXUU6HVMUf/VNttSIglds+IIYTYcSXraV4m/EhRcrwKHVUI6hQxqMLvltvfqJ20cVAUHzPtHhQxcU2RcuSRRya77757qh6zq666ajhy7Pzzz695GRLGtL/k6DkCRc1CYIs2i/w82orzO+RsWI5G4/dIFxh+jx4HJElS/vD6Tl1APcNEL5OEjFOoaegCl4bwcS3UKozpqcE4VrcaQggxuEIIgTFpnOjNeg3AeeVPPvlkaCE+++yzp/b3lOagSjUEnGJwhUUQat9Y07S68yh/nwcddFCYc+BYU+qHtLCekSRJacE4n6751DP8y/iQRXGCK0sssURqj3tkrEe367iZttpmQS4T59tjCCHWMwSs2x1C6Osaxeuvv558+OGHYY2CTZNFPO6MdRoCVvw+G4HHDEfmxscMa4Ht7DxKGGfQoEGho+u5556bqsesNU1xGVZRLsUz02lDR8cV2tCx44lJXgZFaWpDRxcZJjUZ/NAVpp7BWp7SvNwWFuRJUTIIzNvuynoeqyR1Gag0MqjS3aCI8FNsrd2KQRE7bNdee+3QCp/OIWl7jK688srJLLPMklx22WVVP083Fc5hpQXmUkst1dTrEkMo/E0w6X/SSSeFMy/Zucnvb6+99kpOPvnkpl4HSZKUjnEik6UjR44MHVeYNGPMQk3DuIpJ37SMqT766KNwnCd1VrWjXGuFEGJwhaAHdUysadrdPaOnGGcTMoodZYqG3yUdZRodVKnE+Dhu4GCnLzV07LjS7A0cjNEPO+yw5Nprrw1BFUJZaWI9I0mS0ojNqXSkY42GzivMfbOZkc3FHNGeliNC4xoFazWsUdQTpI/z7bGmoX6LoWo60qRl/amnXd9Zo2h1KDyvQZVq9zNhqBjG5++Dx0p83DR7AwenVBBUoZs7nebTFhyzpikuwyoqBCY/GQwxKKIN3XTTTdfRcYXBR7sGDrwYEVRhYpbjR3pzPRgUMVHHQCJraV4GgYQY+JdBQJGDKnTqaNXRLvxc/ibiRC+Ty3FXKwOjRg+KWGRZc801k7333juEVdq9qMJuSK4P4RQGh3QqOeGEE0IQhUTxVlttFc6dHzZsWLg8n2Nimsstu+yyHd+HdHlvE+b8Drq6Hyo/z++KwTLHEPH3zoIVvy9JklQMsR11PCqI8dXyyy8f6hl2KTKGa9cYi45wBGs5IpEQdG8Q0I3HnzLhS/Ag1jTNCnM3CmMzahqO/WF8WdSgCpOs88wzT8seh4Tvy7tIstARJ3mprxtZB/P3R4fFSy+9NHRw7e7o0GaznpEkSVnEmH/s2LFhjYZNxiyUx44rLJ63a22ATheM58HRL725HowX6QIYgyt8zzg2pUZKWyig8rq/9NJLYWzdzM20RQ+q1Oo8GtdoWK+hk2qsgxu9VsTPYE2E9dArrrii7Y9JaxqVM6yiQrahGz16dGhDd+utt4YXn5jmXXLJJVv2JB3PM2fn4dxzz92QSb0spXmZXGT3IbebQWBaUtR5D6pUE8+E57o0elDEQJdB0M4775wcccQRbQ+qYLvttguFETuAua0srBxwwAEhqIIVV1wx7IiNXVb4f85xrHT44YeH29QTb7zxRrhPZ5hhhrouH0Mr8V/a9NGBiU4v22+/fY9+tiRJygfGBYwpmOSlpiH8zq5E6hnqGs6Hb8WYi+vx9ttvhzcm9QgINKp7RtxpRhCEcHAcm6atFTUTus8880yo5wg7FzGowtE/TMC3MqhSawNHrGl4bMbW2tTBfanx+V6Mvc8555wQVGEs3m7WM5IkKesIc9BFmjA+RyyyVrDOOuuEDcbMzU4yySQtuR7UHtRTbN5ceOGFG7I2FLtnxDUaQjrlx76kacMu42g6ZBK0IaiStQ6Xjdx8QYijUTVtXzZw8Jj5+9//HmrfuLbH//el1iLcT3dWumCyITcNa3HWNCqXnpXrnGJhcYsttggTJPGYFyZzyl+42LHPhCKf50wunhjLMemy+eabh91lPFnyR0zQoRwtythZx4sJZ2QzmVKJ9tFMIHEZrgfnBZar57rkAU/sG2+8cTJixIgwYDjjjDPCizEf4/6h+8N9990XBkjNws/jccBZ7o0KqoAwSmy9PHDgwI4QCLswGfxxhjy3mU4m7R6MEtRh8MfEdhpeHIsaVAFt/WhZTliLFDudhxjAPPjgg8kjjzwSFkMYYHO9e4I0MkXGtttum5qgCi6++OKwqEJbRwZ/d955Z0dQBfytlB8HxGW57ZVvPQ2qMPDddNNNw+++XvE+41/+blgE4T4lPNPT34ckSb1hPZM+jAvo4kHYlrEa54oTVCG4Qj3DuObMM89M3n333aaNF/i+1Ir8DMazjZzUY6KYOonJwhVWWCEc50qgety4cclDDz0Ubi/vt3ssxFieHZjUXgZV2hdUiXUwE/90PIl1MI8j6hHG9gSKCKoznu4JHmOnn356+HuiC2MagiqwnpEkqWesadKHwAZ1y/nnnx+6WhBaYd1mt912C/PUQ4cODZ3yCUc3C9/7scceC51EGD82ahMz42LW8vr3758ss8wyyYABA8JtY4753nvvDRt4eUwSlGl3UIWOndRW1HRFDapQX7Y7qIK4tktoKNbBrAM/+uijYZ2G2oaN6j2tgwm+EAKbY445kt///vepWYuzplE5O6s0EU8CLMSvtNJKoasAKTgm9HhS4C0eL8FRE5dffnl4ET700ENDoIA0Y3xxoCsBEyu8cDO5ss022yRLLLFESMCBFxPOSyZcQuskvp7F4dNOOy3ZYYcdwmWY1GPShp/FQmc89oLUKOeK13td8oyF69iGjjQvgxPuK9rQEQRqVOI17r5rZZvoNKV5GYQRVCGgQUeLNHV7aWULd8IgaQiqdIXnG65nbK1Noj3uaqUjSVcT0m+++WayxhprJJtsskkyfPjwwv2ea2FgyVFCPN/wXNDTDisMoBmo8npA0SZJUjNZz2QL44UPP/wwhFaoaRh3MOnKxBRvs88+e0MCBfwcakQ2VbSyTXQ89oWahrEpYYR6x6aNxnVgYpdamk6ZRe2owhxHIzdfNBqPVSZ4Y8cV/p/OqvH4067mOfhauqkcd9xxIahCsF/WM5Kk7LGmyRY22T788MOhnuH4U2qOQYMGhXD+6quvHjZdNqrTOGtjre4QGDuc88Z6TRyb8taqbjLxfmYDPHPUBDWorYoaVGlkl9Bm/a6og6lneOOxGjuusHG9q3UXNs3TfZXLMk/QysdYmrlGkz6GVZrowAMPDA/6+++/v+bkBwuV++yzT7Lvvvt2PHkw2cWu/s022ywcocHuIBKeLGxjzJgxyVprrRUSp3z9ueeem/zud79LPv74444XFX72DTfcEBbFwW5+XghJo0ZLLbVUmLw877zz6rouRcIiPSlXEr3cj7wf29ARPurtkzqDEAJA7L6rd5G60fhd81iIwRX+nxc1fte8yDVzYEJIhkEgSWImdosaVInnP6Y5qFJrUBSDK10Niuj6QVCFM0fpXFS033OtpHq8H1hooeMWk+N0s2LhqCtcnsTzF198ER4zBFV22mmnFl1zSVKRWc9ke9zJeJ9aholeahvqSuoZJnrZ7NCbCVnGNNQz1BBMarZrUwNjUyauuY1M2LHRIE7yMtHYzPEngSDG9HTZYDxcNFkJqtS67nFxgPkOdrzGmqZ84YO/n4suuiiM1TlCmB2xRWc9I0nKKmuabI8/WBeLwRXG4XRjoZ5h7pmxXG+w+Zs1CrojsqG4XePZyrEpAfxY0zRz3YBais3UzDkT1EjTsUStkpWgSrW/CbqrxDA+v0NO9Yib0su7phCG4m9liimmSG666aZCNCTojjVNermC2EQ8ARAw4XgZnix44rvwwgs7Pv/WW2+FgAkdUSJekGgLRnoU/MuTZQyqgMsz+UYb5HgZuqaUhwxIm3LUBMnheJnynxMvE39OPdelSHiB5r4gyEMoiAERT+q777576Dqz/fbb97gNHYMpdt8xqdmuoAoYfBEWobsPZ9sz8UaCl9vJ8Ud0PeHFmlRtMyY1eVxxHxQtwMCEJ+GzLAZVEBcACBnxfBN/h+yqpYsTHYguvfTS8D7nH1IwGFT5XvnjnUHj/PPPn7zwwgvJqaee2uVxazGowuCS+5/XEIMqkqRWsZ7JLsb8HO3IuOH2228PnTppqc14nE0LdIk45phjwniECZt6JzU59oYAervbRDM2JWTA2JQWyYytYpCGmoYxKQHrem9bvaiZCKpwnn0RgyqEp7MaVAE1GF0K6VRLTcMCBZO9HKf1m9/8Jtljjz3C44e6hk6zPAcaVPmO9YwkKausabI9/mB96sQTTwxrXQ888EAY93NCwGyzzRY6el911VU9OhqF9TLWP/h6julp53i2fGxKZ3/qN2oYNsAzPmXNjk0CjcRcM8cQUdux+aCIQRWOss1iUCX+TbBxmG5Ayy23XEenU7rcjxw5MoS54noD69LU7AS9DKp8f/9FrtGkSzoOp8opniDoerL33nsnBx98cEiBEnYgVDJkyJAQDkFl22Dej5/jXxYoy/FHxBNS+WUIUFR+j/g5ggj8293P6e66FBX394orrhjeOK+agQLhFc6IZ/DAojw7FAn/1GpDxwvgG2+8ETrZ8LtLE17MePzwRqCERCa/cwaAjUrzMqnJILDVbfXSFlSJrdKzFlSpNSjijUlqUux0U+EYMc7bnGmmmcICBsGcIk7iV2LwX3nmKZPf3G8cu0aRwMQ4fxvVgir8XXJ0EB21tt566xZfe0lSkVnP5ANjb3ZbbbfdduG4WHbtMWlPG2BCx4zdqGcIH9c6ppNOk0xq8jnGs2k55xpcJ24fb4y7maym4wqBFcZhsXMGn+/LOfSxpmNSkxq7aGJNx33Z2848acK8DGEV3hh3s7mEOp+/BR7v7EIk7BTH5EVmPSNJyjJrmnxgzM84nLcYuqcr/llnnZXssssuoRs+4zc2UTLurzZWZd2DcDtjWWqgNKGT/8wzzxze/v3vf4d1J2oa6g/WnOIaDZuQezsOjzUdNRH3Y19qo6yKNR1BHda+sozHAesLvNEhiLqGv4vf//73ySGHHBI+ftBBB4XHfaOOz8oya5p0K1ZrgxZjYoMnPc445sl/hx12SIYOHRq6dSibeAFn0fiUU04JL2pjx44NR3gcddRRIY3Lbqxrr702tJKLjwGOVjr77LPDYyFtQZVKhChmmWWWjjTv9NNP3+c0L+eCE9RiMFX0oAoBjqwHVSrx+ySExVFkdB8iULHzzjuHttk8ftjpyiIIu3mLiMntOPC/++67kzvvvDPsRgUBFRaM6JJF4pkFlYiihElxigg6IPE8c8UVVxTy/FBJUvtYz+QPYzd2j2211VbhiCAmQKll3n777XAGPN3z2Gjx6KOPdnQlYUKPzxFyoa5N88I9t48gCXUH9Qw1GBO/r776ajgKiXPZCeYzRusJ6qA4qWlQJftBlUo8prfccstk8803D/9/xBFHhJDT4MGDwwYeAuM33nhjwzv1ZIH1jCQp66xp8oexKB0WGbPR+ZEACnPQF198cegmz9H0dKem1okdVy644IIwF0tnlrQFVSox/0tnfmovNlCz7sQaCzUa6zR0zaA2q7ebTJxrJnhOJxXm8g2qZDuoUg1degipsL7H75gjTe+6667QQYjH0pFHHhnq4iKypkm/9M4y5QALtZwLXm7eeecNu3VAWy/wosllI97nySRehvPHKv+wWPiOX8+/fE25+H53lyn/fHfXReOneWmfzRsdJZj4JM170kknhcX6lVdeOfyeeAFgIjhrSU0mdRm48caCOQnMmOalGwuTdt2leTm6hEEQ34OBYt4mNXsaVMlruzUCTRQBFAlXX311GPSyyEGbdCZ1efyz8FH+3FKUYjgu5rBYQhHBQgfFBgGUyy67LNl1113DZSigCMFRNHFfUZSQ9qWdH6lo7te8Pn4kSellPZN/hI0322yz8EYofcyYMR3dJahfGMPcdtttIczOBHCWJjWpPbgNvLHTjAle6hl217LjLJ7tTSihVvtrxvPUP4xrGc9zfxX16B/qvzx0VKmFmoVduddcc02obXDOOeeETRu0zmbX7nrrrZcUifWMJCkPrGnyjbEpnb+Zi6aLBHOv1DOM6dhEzJGOrF+wiZDASuXJAmnHvDGPYd6YK6aTOTXNk08+GT4XO66wIaHWOP3rr78Ol2dNh3nnap00846u8NSBeeio0lUgiU0pPEYIqbDJgr8Bjr669dZbQ03DyQfUdEViTZMNxXtWaiE6cHCUSjmCCyTcwLErhETozhHRkYNd9ixkgn9pY8yCf8QTDX9gnNcXL8O5ygQKojvuuCO8SMddX1ym/OfEy8SfU891UW28wBPqiS3ouN84DoW2agQ2+DgL0yzq9yTxmhZM3paneeny0F2al/d53PJ4Z3I4r5OatXBf0Ckj70EVBjssZvCY4IzQ8ol+QkpM+PJcs8oqqyRFEwf+G2ywQXg8MCh86KGHQhea0aNHJxtuuGH4/E477RRCKzxfnHnmmWFBBARVCI1dd911oZiQJKnVrGeKhdbAjE8IydJ9ZP/99w8TWtQzjFN4n+4kPe1KkgbUIgRNqEuYsF5qqaXCJCVdY7hNTN4SSGGCL2L8Rp1DXWdQJd9BlVtuuSV0waWTYQyqlHdWHT58eKhp8nr7a7GekSTlgTVNcTBWY456v/32C3OwzLFyFMrtt98e1s7ofn/66aeH4EIW12gYmxJMIXDCRgK6SVKbPfPMM2F9kE2zBBXKuwF+9dVXIXhOLWRQJb9BFR7fdIOkpmWzSXk3UP5/iy22CCEu1mqKxpomGyYoZfFZOSM4+oSJMNorbbLJJmFhnwkQEpy0l8UJJ5yQHH/88cnll18eAiOHHnpo6NDBIndc3F5zzTVDWpLjg3jS2WabbcJkGZOIMRRAMIXWzAcccEDy/PPPh6MlOFaCo4fAizMvYPwszu0jWcrxREzK0Q2h3uui7jEA2HTTTUOKl52JhDrouMJEL23pWIDm/EQmwUjyZnnCqzzNSxAnpnlZWGdil24qMZxVxKAKQbNf/vKXuf374bmH3YXsRuXxTbBC36V14yCIxwDPzTyfxolvFkE4DmjHHXcMqX86MWHEiBGhPV8Mr7C7k2OViriDV5KUDtYzxf7dr7HGGsluu+0WdiiyE5HJLcYn1C/UlOuvv34ycODAzB9T+OWXX4Z6ho6mbNhgApOahv9nLMfuuyKe8U2nHTYfsKmF1tFZrlu7wmQuRwDRNp46XtYzkqR8saYpJubnWSsjjMwaDeN75q+pae6///5koYUWCms0bMLMekd45qKpW2JNw21nvp5uK3QToaMkJz5k+Tb2VhE6qhBY2m677UJYiUYHPNZlTZM1hlVasEOHyT0W7gmA7L333iGwEvHCcfjhh4cACy8oBBloNVveionODCxc3nzzzWEBlN1uZ5xxRmhfFhEqIRXH4ItWTkwq8mJcbuTIkeHMMs4jZ7LpxBNPDAuhPbku6hq7DhngEFihi0J5gpH7N7ahY2BEeImuNVyeBX+O+sj6oIjHKrsTCbCQ9KU9HS+O3A9FaS9XlKAKj3UG9DwP8dyU19vZl6AKg0N27ZLo53gfXgvK2y8SXuG5mFR/xHM9zxM8f/BYyvJzgiQpH6xniodgCjXK0UcfHcYwlRNhdCIhjE9whTENwRXGhSuttFLmx4TUcUzwMh4jYExomLBGDOQXRVGCKjzWCaice+65YbdhXm9nT1jPSJLyyJqmWNhgy2ZAOuPxxng2Yr6VTbcxuMJ4kA4lMbjC/2d5TMjtY4MpHTY++uijcFuoZdg0zbphlo517SvWQanrWKOhw05eH+tshKV247FM/SZrmiwyrCI1+Dzvo446KnRR6Gr3HYMGBgx//OMfwxtH6dAthwERb3QjyeKgiIEewSk6/fzoRz8aL83LwIgkb16DK9xOjoFiQJjnoAqT14Tm+D0SqijiTtNqysMl/B1z/xD+4/ngvffeS4444ohkiSWW6Lg8RRPdsi666KIwKczXskOZlDepf0mSpHYgjMLE3pAhQ7qdGKOOiV0k6URCV1AmelddddVMhjsYkzGe57bQJpt/qWcI5RPSjmfCl28cyeNYn1bhHAOb5+Nc2VG70UYbhVbwdK/N6+3sCesZSZKUlzENpx1sv/324Zj6ri7HEfc33nhjWKMh2MKmQ+Z1qWnmn3/+TK5j0Omf8AIbiQmpUM/wRjCfwAr1DP9ONNFESV4VJaiy++67Jw888EByzz33hM3wsqbJKsMqUpsxKOJM+Jjm5XxB2tDF4EpWJggZ8Dz33HNhEFee4Ixp3hhcYXGewVDe0rxFCarQJn3jjTcOO01Hjx7tETVVJnY54ueUU04JQRUKIibC6XzF3zVHwHEkG9136KzCMUB0wgIFw7hx48LnJUmSshbyYBwTgyuM+wcNGhTqGY4TykK4g9tAPcMGBNpElx9xSQ1DMJ+ahi6SBPNjcIXuK1mo1+pRlKDKww8/HELiHIVMgDyvt7MnrGckSVLRMa9PB3GCKxwVyZg4BlcWWWSRTARXCNs/+eSTycwzzxyCN3Gcy1iPsX5co+H/2VRMPcMm46wf7VoZVOGNmi6vQRVqV07xYB2Cjipsfpc1TZYZVpFSJLaho6V2bENHl5IYXEnr2YKEbQhqsPuwqzPxuH0cHxMHRXlJ85YHVeiQUz6xnSf8vgYPHhxuJwP2vJ7z2Bcc9fPII4+EM0FZqIk4EoiuSyS6aZ/PY52dx7Qch0f+SJKkPE2cMUFKcIWJXjpK0mmFeoZjaJkwTFtNw640OkRyrBGTml1N1jKWI7BCTUPtxmVjcIXxcdpuW72KElThNnIML2NzQuN5vZ29ZT0jSZL0XXeSUaNGhTUa/mXtgo2HBJ7pnJ3G4Apz9tRh/fr1S2abbbZux/6x4wrrNVNPPXVHTZPltQ3m3t95553cB1UOPPDA5KabbgodVQglqTNrmuwxrCKlVGxDx4tObEPHICOmeRdYYIFUDIo+/PDD5OWXXw5dIxi01atamneaaaYJHVeylOaNQRVSy3RUyfJgrit0UuEcd4JJPBYZwKrz+Yc466yzQrcUwir87ZK6j1io+fOf/5y89NJLYRFgxRVX7FgcyUuHIUmSpMqx0vPPP98RXHnttdeSlVdeOdQ066yzThhTtjsswFjs6aefDv8uuuiiPQrQ8zUcEURNwziPMV2c5GU8mIZ6rSdBFVpHzzHHHG3/nTQLv+e11147+d3vfpfss88+ub2dPWE9I0mS1DU6L7Jxk+DKrbfemkw++eQh/MwazdJLL52KeV3WkRjrMpafZZZZetxJnVqGmobACwH8WNPQUTJrQRXWaOh+mdex+2GHHZZce+21IajSv3//dl+lVLCmyT7DKlJGMFC45ZZbwiTvmDFjwpmDMbjCpGo7JkLfe++9MOHMgjxBk74O+gitMCgqT/MSXEnrkToEVZh85/rmOahC2/MhQ4aEAR8dQmgRqM4hE1oLsiDBGwPFTTbZJPx97rvvvqE7Ur0DKUmSpLxi7EzIPQZXCHwPHDgw1DPsUiT43urwAF1SnnrqqfBzqWkmnHDCXn8vxnVMEsfgCrc3TvJSK6V1zBfPtM97UIW6jc6GhFTYaZfX29kT1jOSJEk97zzO0SvUMzfeeGMIuseOK8suu2xbOsfT9fGZZ55J5pprrnAkfV/QaTJ2XKG24ThXNhdT0xDSSasiBFWoL4855pjk0ksvDScycAqDrGnyIp2zJWq7Dz74IHRRYFGa9CTHu7DTKtp6663D5E75G2eRl2OH2eabbx7abbGAu91224WJsHK0Wl5++eVDGIFz9E488cTxrsvIkSOTeeaZJ1yG60HbtconadKEhDe4rrSYJkCRNyRauT9J8DIBOmzYsPB7YmcYXVZo/cXxI0w4tQIv/q+//npoqdbXoAomm2yy0DlmwIAByXLLLRdCKnTxeOCBB5JHH300/DxSvmnbJZr3oAoT+EOHDg2/azqqGFT5/nknBlV23333UJTw/MTzIH+rFCwk7U855ZSwKFP+deXSumghSVIeWNOkCzUjE2qHHnpoaE/94osvhtrtiiuuCMfOcETQ+eefn3z00UfjjZmaFcgmpMGYjvB/X4IqcVzHWHm++eYLIZyFF144fIzbee+994bagUnfVtVr9ShKUIXOhnTy2XXXXQ2q/I/1jCRJ2WBNky6sUTGuvOSSS8LaBbUMY/5tttkmjKd/+9vfJrfffnvoUt4KhOQJqlBn9TWoAtY4WKdjvYOahi4tn376afLwww+HtzfeeCOsh7SiXqvXm2++WYigCmunF110UVijMajy/f3iGk0+uEqm8ZCYjCnQ0aNHh8m1k08+ebxjP1iUZSIxvo0YMaLT5wlWsFuOJ086gtx3333JDjvs0PF5jk1ZffXVk1lnnTVMkJ100knJEUcckVxwwQUdl3nooYeSwYMHh6ALO97YdccbE30RT9JnnHFGct555yXjxo0LCc9BgwaFlGtekWjdeOONk2uuuSYMik477bTwe9twww3DCxW7xe6///4QNGjWAIC0KgMAgkjNGPQxEOL8R8JMHJnCefAPPvhgCOTws2lV3c6gCo/tvAdVmEhngM2Al8Q4CWp99/uPE/lnnnlmCNQdeeSRoYsK9xGPWy5DYIXnUAIrtGFEXhcAJElKG2uadGNMRECFwD01HJsNaKVN1xW60lEncrwinRybMRHK5DGbMRjH01Gl0a27uX3Uz2y6oJ4h4M/PevXVV0NwhU0b1HHNqtfqUZSgCvc5CwrMKTDfkNfb2RPWM5IkZYM1TbqxfkbdQuCeUBFzxKxN7bLLLkm/fv3CWhjrYs1ap2JDM3XF/PPPHzZyN9rEE08c1mUI9nOcPRuNqSHYWMw6DTUcpwG0M7jCOtW7776b+6AK63+sQxCEYsOsrGnyxmOANB4mDHmxIexQC51VSFTecMMNNXcusaPsscceSxZffPHwMY6uYbfc+++/H17kzj333HBWNJN0vPDFn833jJ0INt100xBK4EU9WmqppcKEIuEUnqj5XoQzWCgGL5C0JrvsssuSzTbbrFC/YQY+Y8eODd1XbrrppjDpGtvQ0a2kr23ouL9JzzL4YsK11QMAdj/G8xNpb0c3ltiGjgBPKyYeY0cVBmY8tuNjN49Bld122y08F3CsDZPY6oyuPxdffHGyyiqrhE5UIFRF8I7nNwIqdKRhcvycc85Jtt9+e+9CSZJaxJomm6g3qDUI/fLGWJTJUY5X5I1J376O+WltTUiD+oEOla3sdMfto46gnqHLCp0j6VJJTUNnyVa1DY9BFXZfElTJKyav2WTDEZ3Dhw+3q2EF6xlJktLNmia78+pswmaN5vrrrw/raGyuZhM24RbWNPqKzeOswRFcoI5o9e1jbYaahrlwOlTG40/Z2NyqcDjrVGxuyHtQ5eyzzw6nLNx2223Jkksu2e6rlDrWNPlgZxWNh5ADi/B07uAFhsnBCy+8cLzLsYDN59n5tvPOO4cXqIiWYLwwxaAKaPHMRCA75+JlaCVWvtjPi/Yrr7wSUsPxMnxdOS7Dx0GHDcIu5ZfhCA6OkomXKRI6knAsEG3oGLD8/ve/D4EVdpHFNnS8qDFB25sXRnalffjhh+H32o4BAJO35Wne2WefvaVp3hhUIUCV56AKt5MAGLs+6ahiUGV8pNYJ7fF8We5nP/tZCPnQ9p1uUxQgPBcZVJEkqbWsabKJiU0CFByzyDncTD7SUpvakxqAAD6dNakZezPmJxzChgqOqmVit9VHMnL7qKPoKrPMMsuEjRjUzewGZOzN8Uhs7mhm23DqJ7rK5D2oQitwamMWBQyqjM96RpKk9LOmySbWY+iuSDcM1q/ohsHpAocddljoTsKJBHRhoWt7b1AvEFRh/rnVQZV4+1gXpJ5aYYUVQjdJOkbSnZ3TFbhurBWyxtDsoEq71qlagXqXddljjz02ufXWWw2qVGFNkx+GVVR19xFdAfr37x+CDQRRmCy8/PLLOy7D7iTO46OLxwknnBAm1tZcc82O87cJkFQeGULCkl1jfC5ehh1k5eL73V2m/PPlX1ftMkVFsGO11VYLbegYwNBSm92DLKSzI3Ho0KGhYw0TtvW8MNLtht1/DABoZ9duPJ6mm266MCgjuDLXXHOFzjJM8JKmjKGnRgVXyoMqpHXzHFQhtU8nJIIqDKQ1voUWWig89zE4v/LKK8NkeMTEP4sOPAbB4wXx+VGSJDWfNU32EexgvE89ygQvYfxdd901BNUJebBBgYk7jq2tZ8z/xRdfhJDGT3/609AqOw3HwVBXUZtxeziKl3qZzQFM8hKqIcTSyLbhMajCOfR5DqrQnYegCvMWHBnc6lBSFljPSJKUftY02cc4lLqFTtxsBGacP++88ybHH398CK5wssDVV18duq/UU9NQH7BhlyA/dU0abh+BGeorNqbHI2pYR+G2vvDCC6FTfiODK+VBFda78ojHAuuxBJxuvvnmsNFB47OmyY8J230FlD68cPBEf9xxx4X3eeHjxYVjd4YMGRI+Vn68Di9APCkw2cWON47EULoQ7CDQwdvpp58eOj3Qhm7//fdP/va3v4VJPNpq0wWiMojC0Tu0iCYdy+PiRz/6UZI2Mc3LG49fbhNt6EjzMgnNgIkAE+fG92aiskhBFQZAtCdkJ2ueJ7AbYcMNNwyPhYMPPjg5+eSTw1Fks8wyS+juQ3il8vxIHqeSJKk1rGnyhTE9HezoGLntttuG8RY7TalpTjnllDAGo57h+NNqHVMILzCpSU1AyD0NQZVK1FlMWPNGQCUef8qkNp1gYr3T27bh7Nykrst7UIVNKxw/zC5PjuI0qFKb9YwkSelmTZMvjEsXW2yx8EboniAHG4wJV++yyy7JSiutFLoCEromxF5Zs7DWwboHX8/pAmm8fVxv3ui2Qs1GPcMmaNaYWKOhnqGu6808OQEOAlxszM57UIUA0wEHHBBqXkJAqs2aJh8Mq2g8008/fTLffPN1+hhpTyYCa+E4Fl5kXn/99RBWYQccXTjKEXbgxZTPgX95sSoX3+/uMuWfjx/jepdfZpFFFvG3WwUDAdpn88YCOzvrGBQdccQRyQ477BACK0z00imHhXiOg2Kgce211yaTTDJJ6u9TriuPRd4Y0JNK5rFI2IQX+jgoInlcz8Ql3+O5554LOzHzHFThvmGQzEDorrvuCpP46t66664bCoe99tordCpioEzbdkJfMfDHfZvGBRFJkvLMmia/GFfRxW6rrbYKb5999lloi0y9SmdJxvrUM0z0Mn6nQ8kGG2wQJoFpx52FcRnHuxIq4Y2xJfUMb9TbjDMJ3XA7652gjUEVQj3U7nnFfcTkPme50zLbsHj3rGckSUova5r8oiZZYIEFwtvhhx8eAurUM4xh6YxPQIGahrEa6xz77bdf6IJOR3mC7Fmp2XhjnYF6hDU76hnWabhNMbjCCQHdYX6dzQdsQqDGy3NQhbU61hp4PBBgUvesabLPXqgaD+2H4/EVES+WXR0HQpqRc+hiYGTppZcOIQEmxCIWwFn4p+1ZvAytwEhVRnfccUcy99xzhw4Y8TIcNVSOy/Bx0DKZwEr5ZZisHDduXMdl1MUTwA9+ECby4rnvDHYIKnG8Cb9vjoIiqEFbuiyGNGKalyQvAzwCTHSZIc1LFyDOtGOQVOt4liIFVXgMXHTRReHvqzKspq6ts846yQUXXBB2wP7lL38JE+R0LwLPb1lYEJEkKW+saYqDydrBgweHST3G9oxr6a6x3nrrJXPOOWfoIrnqqquG8EoWx2XUIBwzyQ5KuoXQeSXWvA899FCY8OX9Wm3DixJUYRzOJCUT/pdddlmo+1Qf6xlJktLJmqYYqFFYE6N7NxuLWbsYNGhQ2FTK+gyf4xh61mymmGKKJIu3j5qN28JxNqwPEjZ5++23k3vvvTd56qmnQgiFkH6Rgyq48cYbQ5eda665JjwGVD9rmmyboFTPQWgqFHae8aJx5JFHJptsskk4E3zo0KFhMXbzzTcP51zzOdorERThhYLjZJgEY2E/dt+gMweThRwfxILtNttsE7oO8CIL2oDxQksnD1pakaikpfOpp54aOnyAyTcm5AhLsADMkzTdCp588skwCQVepPk8Z7gRXjn00ENDCIGzy9mRpp7juBteDN96662QfuUcxPI2dHQlyeJEb8TTHo9Xdt7xGCVkUJnmLVJQ5bTTTgtddkhnMwmu3uHoJIoKHi+k3bsK+EmSpOayphFjMyasCK5T11AbEmbgqCDq3ayHGehcyoYR6hmCGtQr8agg2oJTr8WgCuNSauW8+vvf/x5+19zO6667Lre1W7NZz0iSlC7WNMXGBluOQSXAwFieNa8lllgidFzhjTB6ltdo4jpU7CJJ7cIm9ljTsM5YpKAKXdtZHyWYRM2q3rGmySbDKqr5xHjQQQeFkAIvhHvvvXcIrODLL78MoQUSj3RPmWGGGULg5Oijjw7tiCOO/Nl1112Tm2++OXS4INxC6+XyFxReYEkKMvAiJECLM4Ir5UaOHJkccsghIWlJ+pKdcpxBHfGCRas0wjRcH4634WxqjzHpHcJITOIy+Uk7bdK6sQ3dH//4x3A2Iu2zGRCxW5GBQ5YHRTx+GBQxycugiP+nGwtJ3nguaF4nO7ntZ599djJs2LDktttuC112mu3cc88Nb/w9Y/75508OO+ywEG6rhrM7+TyT7O+8804Is+25555JWt1///3JPvvsE4J4XG+esyRJUntY0xR7gopa5aSTTkp22mmnMLYnmE09w2Qv9QvhBiYBqW2yPt5nIpv6m5rmz3/+czj+hk0HhFjoxJLnjipsgqF+ZS6C328rjq7Nc01jPSNJUrpY0xQT43vqGE4U4MQCQtkffvhhcv3114cxL2O2hRdeOKzTsU7DeD/LazRx3ZFahpqGMT7dWKhrCLEQ0uE41LxibWbLLbdMLrnkktBAoBWsaZQmhlUkdRoErbjiimGCj0ncygEA4QZ2JcbgSkx3MxHMoIjgUtYHRYR1CFExOOL2xjTvz3/+81x16uG2cewPk6ajR48Ov8dWILzGIJMQB9eBjkgsIhB+Y5K3Eo8xdkeSnOasRsJsaZ3YjSgWuF+vvfba8NiRJElS6zzyyCPh2B9C2UOGDBnv83T95DhaNkVQ83z99dchuMJEL90kWxF2aCYC9xzTy8YTajM2jsTdiYTyeT8vmLjm98YGi5tuuqll9VreaxrrGUmSpPYiqHLPPfeEsMqMM87Y6XOMP9l0e8MNN4Q1GoL68847b0dwhU2UWV+joRM+gW86KIIN8ITTqWnyFlrh97fpppuGEyo42aJVvztrGqWJYRVJ46U4OXqpu4k+BkXvvfdeGBDx9vDDD4cuJARXGBhlsQ0dE7sEVRgMMZFIeCceFRTTvHFQ9KMf/SjJqjiheuCBB4Z0/sCBA9t6fZg0Z3KXtoZdYVcok7ppntiNeAzlKdwkSZKUFRzj+cADD4Tun91hvM9l//CHP4TJXsIPdMegniHwksUx/2effRY6eNAhlR2YdB+NXSS5vYTwqWc42pXARVbREZPurdwGapp2T1rnraaxnpEkSWpvAJ/xfPlJBrXm+Ql0EMJngzHdJOeYY44QWqGmmW+++TIXVuc2vf7666GTTOx6HzuucAzqZJNN1rFGQ4gla2tQlSHxjTbaKJxIsfXWW7f9tljTqF0Mq0hqyADio48+6mhDx07FhRZaqCPNywCp3S+0PQ2qTDTRRJ0+z47LOChiAJjVNC+/q6uvvjoc7cUgduWVV27bdWGynB2t7HhlFyKD5zxM7EqSJCl7qAeYFI7BFcb+gwYNCvUM/2bhfPTyoApj58o6gM/HMD5HI3EUL/UM/0444YRJVtAFc+ONNw5dckaNGhU6q7SLNY0kSZLSgg23dMwguMKm5JlmmqkjuMKxQWkPrsSgCmtNrNFUrrt88803oU6jpuHIU7pixjUaNhqnfQ2qHJu/OZb2xBNPTHbccce2XndrGrWbYRVJDR9QMFCIwRXOVJxnnnk6giv8f9oGDUxMP/PMMyGQUi2oUolJ0aymeQmH7LLLLmESfo011mjLdXjuueeSpZdeOgSDuL8Iz6y11lrdfp1hFUmSJLWqPiD0EY8/5Vid1VZbLdQzdF6ZaqqpMhVUqVazcfxp7LhC+INddNQ0dF7prh5qJ2qIwYMHh4l4JuDb9buwppEkSVKa0TWSYDc1zejRo0NAna74BCToWJK24Ao1CkeZfvzxx1WDKtUCFqzNUNOwHkX4Ph5/+pOf/CTVazQcE0ptefTRRye77rpr266rNY3SwrCKpKYpb0PHJO8dd9yRzD777B1pXs7zbvegKAZV2Fm42GKL9XhiljQvg6E4KEpzmpcdokOHDk2uueaaZN11123b9eC+fvfdd8MEM6GZiy66KLn33nvtrCJJkqTUdmCMwZU33ngjdCekpll77bWTqaeeuu1jfsbVTz75ZKi1OPqnN0fqxI4rhFgIrlDPEFyhvkkL6ogtttgiTGBTW3Lft/O6WNNIkiQpK0eljhkzJtQ0t956a+hMSHCFNZqlllqq7ceDlgdVCNKwObinNRvBFWoaNhlTn8XgCjVDu9egyj399NOhjjzkkENC9/t21pLWNEoLwyqSWt6GjkledsHNMMMMHcGVRRZZpOWDhr4GVWqleeOgKE1pXs5x32abbZIrr7wy2WCDDZI0WXXVVcNRUeeff36Xl7OziiRJkto9ifrSSy+FwDU1zYsvvpissMIKoZ5ZZ511wm7FVo/5+xpUqUSXldhxhW4tdC6JYfxJJ500aRe6W3J86FtvvRW6d/70pz9N0sSaRpIkSVlAp0KC39QzbDImnM7GVmqaZZddtuVdFqmxXn311VCD9CaoUm3N59NPP+2oafj+hPCpZ6gh2hlcef7550Onzn333Tc58MAD277poZI1jdolPXEyqUFY0OZJvvKNo0/iizH/zwsTR5BsuOGG4YWrHDukSDfywsiL2H777Rc6aJS75557QsCBF/M555wzueyyy8a7LmeffXa4PkzqDRgwIHn00Uc7fb6e65InTHSyE46BELfz2GOPTd57773wAr3ggguGF+hx48aFAUWzESxpZFAFJJB5vCywwAJh0nreeecNjxt+zn333RcmswmztOL2lSMYRFDlkksuSV1QBdwfHMEkSZKk71jTpBN15XzzzZccdthhyVNPPZW88MILocsKtSA1ITXkBRdcEHYEMimataAKfvSjH4XH35JLLpkst9xyyXTTTRcmeR944IFQz7799tthZ2YrUVNtv/324fx6JtbTFlSBNY0kSdL3rGfSi7UqwimXXnppqFviutbWW28dahrWqxhzs26StaAKCKPQKZK1mYEDB4ZN0mwqfvnll8OaHkff8PNYH2olNj2wwWG33XZLZVAF1jRqF8Mqyh3Oe/voo4863nhhxcYbbxz+3WuvvUJ3j5EjR4ajRz788MNOC/i8SDHJyIvxQw89lFx++eXhBZsJyYjdXFxmpZVWCm279txzzzB5Rigguvbaa0Mbr8MPPzxMIC688MLJoEGDwkRf1N11yTPCOZtsskm4nxgcnHLKKcnf/va3cPsZSJAuZUK0GYOGGFRhd16jgirVBkXsrOSoIwZFhHH4GOlZftf8S/eVZg+K7r777mTLLbdMzjvvvHB/t9tBBx0UgjtMcjMw5H0GiZtvvnn4/FZbbRU+FvF3yN8Yb/z/Bx98EP6fiWpJkqS8sqZJPyYX+/fvH8auhDiYZGXykdpurrnmCrUfmxfef//9pgRXYlCFDoWNCqpUm8ieeeaZw8QxNQ2dManZqJMffvjh5M033wzHBjUT9dLOO+8c6qc777wzbA5oN2saSZKkrlnPZMPEE08c6hYC96xNXXfddSG8zvi7X79+yY477piMGjUqbLpuVlCF9bJGBVWq1Wx0vJ977rlDEJ+fQ43D2gJrEqwRsYbIOlEzxVqRNUTWC9MQVLGmUZp4DJByjyAJR6Bw5h1tjGn5dfXVVycbbbRR+DyJSsIRTLZxPt/o0aPDCwcvzrQ7Bgv9BxxwQAgX8ALO/3O2HxNm0WabbRbai3H2H+ikssQSSyRnnXVWRyqRib6YnGRysbvrUkQMfJiEjG3oCJKQ9F1//fUb0oYuBlXYnbfooou2pa0dv/vYho6BEKEWHmv828jzIe+///7w2Dr99NNDZ5U0DIK22267ZOzYsWEQSKedhRZaKPw9rbbaauHzK664Ykjex0Q3oRYGxpXoXMOAUpIkqQisabKD8T4Ba+oZzoQn2EFAnuNPeYu7TPuCupPOLgRVZplllqTVqGH+8pe/hJqGzpFMaMfjT6eYYoqG1R3UbrvvvnvYxMDYf8YZZ0zSwJpGkiSpZ6xnsoVxOHUMx5/ecMMNof5YY401wlFBzOP3NVhSHlT55S9/2ZSgSnc//1//+lfHGg3/TzcW1mhYs2MNsFEI+HPfbbrppslJJ53U1mOIylnTKE0MqyjX6MTA7i86nBx88MHhbOtVVlkl+fvf/x4SlRE70Rgw0emEDio33XRT6N5Q3kmF1srsXCPgwK4yJhxPO+20jsvQNo3vQRCBn8sLLC/mvIBHnLHNCzshjHquS9ExCUpnECZ5GRQxSCJIxH1KqKGng4byoAq/P9q/tRODos8//zwMiBgYEdQhsMIkL//2JUhD4ImAzwknnJDstNNOqQiqSJIkqeesabKL8T6ttallqGnosEjHxRhcoTNLT8fp7Q6qVKK2IrBCPUOAhRotBlcIp/e2DmGzB3U8GxmoCZvVPUaSJEnNZT2TbYzL6SQZgyvUN6uvvnpYo6ErC2H1ntZIr7zyStgYTqcTgu/txjGnMbjCes3UU0/dUdNMMskkvf6+77zzTgiqrLfeemFDcVqCKlLa+JehXIupT87bAy+kTJ6Vh0NAYpLPxcvEjirln4+f6+oydG758ssvwyQdwYhqlyn/Ht1dl6IjrMHA5/zzzw+7ExkQTT755OHcRLpt7LDDDqFrTj1t6NIWVAETt1NOOWU4C3KZZZYJ3Xg4HoluIkxkE47idvf0fEjaLG644YbJMcccY1BFkiQp46xpsovx/vTTTx/aaHM8Ld0FqWUeeeSRMPanm+Zxxx2XvPjii3UdFZS2oAqoq6hh6ZhI90NabFO/cD3p9Ej3UI4OYpK7XlyWbqR0LSWsYlBFkiQpu6xnso2ABXXL8OHDQzcU1i3mmWee5Nhjjw1dI+kYMmLEiLCJu7uaJo1BFbDxnPUmajS6+9NdhTU66hmCOoROWPfrCdZ11lprrWTNNdc0qCJ1o/2rtVITXXzxxeHFgO4qyjYmQemmwtsZZ5wR2tCxO3G//fbraEPH7kTCLZVt4zhHnclSUrBpCapUm8gmqMIbk8+keUnycsb9Sy+9FEJNsQ0d5yrWQkcgUs2HHHJIOHLKjiqSJEnZZk2TD4zL6Z5Iu+Vtt9021DB09KSmOfnkk0Mgg3qG7ogLLLDAeLvu3njjjeTdd98NQXeOl00jjjSlXuGNwAldRNmh+Nxzz4WJ6bg7kRbbtXYV8nV0O73++utDRxU6nEqSJCm7rGfygzE8x/bwRljl+eefDxuMOYHgt7/9bbLyyiuHmobu+HQnKV+bYJw/bty4sJk4TUGVSlwvNgbw9vXXX4c1Gt5ee+21sHbDGg01DZuqayHoQlBlpZVWSs4++2w7qkjdSN+KrdQgpB3ZhcVZ4dF0000XdnkxMVje0YQJND4XL0Nashyfj5+L/8aPlV+GLhm8mDFJx1u1y5R/j+6ui6rjvl1++eXD2ymnnBI6iTAoYlKTbiucm0hggwALA6K11147TP5ecsklqQyqVEPghmQyb3SOYUDEIIfkMY+zGFwpD+YwOFx33XVDgGefffYxqCJJkpRx1jT5RI3C5C3HxPJGh046RhJc4ahY6kEmealpCNuPHTs22XzzzZNrr702tUGVahPZP/3pT8MbQRXqXmpdusjQ9ZJaJgZXYo3G5Zj0vvrqq0NQZa655mr3zZAkSVIfWM/ku6bhiFPejjjiiLBuwRrNBRdckOy+++7JwIEDQ03DegU1AaF9OrNQ26Q1qFKJzc/UX7z95z//CR1hqGnYSMC6TFyjIcQSw/is47AeRZeWCy+8MKxlSeqaxwApty699NIw+cULQ0Tik6NleEGMeBFlh9rSSy8d3udfdn7xohLRspmAwHzzzddxmfLvES8TvwfH+/Czyi9DcpT342XquS7qHoMAXvhPOumkMNi57777knnnnTc5/vjjQ0CFlnSEPI466qjMDgzopEKSd4kllggBHToFcdQULcMXWWSR5KCDDgrtFEks77rrruF9O6pIkiRlnzVNMVBr/uY3vwlhFSY/qWU4MojxPV0XN9poo2SzzTYLE75ZDudQm1HPEMBh4pf6jaODuJ1M5B555JHJRRddFGprajpJkiRlm/VMMTDeZ6xPt/cnnngiBNTZUPz73/8+dIbs379/cttttyUnnnhil13j04y1PNZlFl100dD9n2OD6Oh/3XXXhaNQOe71xhtvDOuRBHguu+yyzK5HSa02Qameg5GlFokPx74utBMM4cVi8ODBYaKvHOeFjxo1KrxYMCnIUSngWBmwy4sAAC88vHgSdNhyyy2T7bffPoQD8NZbb4XWzLwA0cL5rrvuCmnRW2+9NRk0aFC4DLve2CV3/vnnJ0suuWRohcYLF2d2k7is57qo9/71r3+FXYkffvhhSLaSdqXtGrsTGTCwgy/rgQ6SvDzOeHvyySdDW3EeU0xmMyDK+u2TJEkqaj0DaxqxsYGdiIztaTvNDkTep6ZZZpllMtM1squ/F1qBUyfzxrFBBHKosddbb70QcJEkSVLrx2hwjcY1mr5irW2rrbZKxowZE9brnnnmmbAhl44rvNGxJOtrGARWOMJ05MiRoTskoXy6yGyyySahZjOwInXPzipqO9pnESgAL0zxxakvOSqO/6FDCZNclU499dSwc2vDDTcME2G0WC4/KogXD1ow8y8dTrbYYovwgkpnjogXVoIp7PhaeOGFwxnj7ACLQRVsuummyfDhw8PRNIRfnn766fCiHIMq9VwX9c4XX3wRJjfpcEOK94UXXkieffbZcB+zY49zz/k8vzN2LmY1s0eLOc4+5DYQnDr99NOTl156KTxuaZl9wAEHhG49kiRJylY9A2uaYrv//vuT9ddfP4zxCXTQaYVahscbNSq7E9nswMYJPpZF/K3QJZP6jL8XAivU1GeeeWaom/l/2ohzVrwkSZKaxzUa12gajc0Xv/3tb5NHHnkkeeqpp5LHHnssefvtt8MGc9bJCOTToYQ1sjfffDOzazRslGatiWNP6SZzzTXXJF9++WWo5Wacccawufjhhx9u99WUUs3OKmq722+/PTn44IOTHXbYIRzpsvjii4dwR2UC0wSi6h0EMSj45ptvQqCIwUI5Bj0MfmixTTCItnSEO0jyMqigo05W0ryc+bnGGmuE3ZVnnHFGx7mIDIZoq8dtJMHL5yVJktQc1jNqtMcffzxZeeWVk1NOOSV0+Ky2mHDvvfeGM+E5DpT32QRBTUM3SXbzZQG1GQGcww8/PBk9enTYeRgxkU29RhiHdtrOB0iSJDWPNY0abY899gjrM3QboYNKZR3wySefhFqGNYx77rknmW+++UI9QxdJNuJmZY3m888/D9d5iimmSG666aaOY45Yn2IDArePo5D23HPPdl9VKbUMq6jt2A3Gbikm4yaffPLwArbNNtskJ510Uni/ksEVdYdBDoGVao+fykHRe++91xFcIeEa29AxwEhzG7oPPvggWX311cPbueee2xFUkSRJUmtZz6gZraQJaRCm7w71MZOgMbjC19J9kXqGY1E5OiiNqMUuv/zy5MADDwydTemCKUmSpPawplGjEa6ng2JlUKVaXfC3v/0tBNRZp6HDKF0kqYXoTjLvvPOmdu3jX//6Vzg1geNZb7755m7XoyRVZ1hFbfXVV18liy66aHjBuuqqq8KxJuyo+s1vfhM6Qyy55JLhyZ7dZIsttlinI3RiFw2k9cVK2cGgiPbtnC9IcIUJX454YpKX8AoDq7QEVz7++OPQEnu55ZYLRxm5y1CSJKk9rGeUJgRXaLPNJC91zV/+8pfQiZF6hvohLZOn1F5XX311svfee4dJaTauSJIkqT2saZQW1An/+Mc/QvCDmoaOP6wdxuDKQgstlJq1QLrbb7TRRqEGGzVq1Hgd/iXVLx1/1Sp0e2PaY+2yyy4hqAKOACI5ybncJCp5oh82bFiy6667hjPehg8f3nF+HS9M8cUpBlfivy+//HLoPiHVgyAKjy8eZ2PHjg2PnaFDh4bQyi9/+cvQkvqEE04Ij6t2np9Ie7y11147BLkMqkiSJLWX9YzShBD7sssuG44PeuONN0JdQ+j+qKOOSmabbbawKeTaa69NPvvss7ZdR2qpkSNHJnvttVf416CKJElSe1nTKE1rND/5yU+SLbfcMnSN/NOf/pQceeSR4YhQwveEVQ4++ODkscce61gHbFfAa/DgweFfukQaVJH6xrCK2oqJsskmmyyEAcoxeUa7YoIC//73v0OIgF1Xl156adKvX79w3hvdL/bff//kjjvuCF8TQyvxXzq00JHl1VdfbcMtU9YHRb/4xS+SHXfcMRkzZkzoZMKZgk888UQIrRAUOeaYY5Lnn3++pYMidkauu+66yYILLhhaZttRRZIkqb2sZ5RW1MXULTFw/+CDDyYLLLBAOG6X4MrGG2+c/P73v0/+/ve/tzSMTycVNghcc801oeuLJEmS2suaRmnFRvfNNtsshNxZo6GW+fOf/xw6R84333xhffChhx4K3U1a5euvvw5hGuooNtpPOeWULfvZUl55DJDahhAKk2WkDp988slOZ9mttNJK4UiWnXfeOTz5X3zxxcn0008fPs9E20EHHRQ6r3A0EMlfFu8vvPDCMOlW+TMmmmii1Bzfouwrb0PHUVUzzTRTGBxxXBDHBjWrDR2Dn3XWWSeZddZZk+uuuy6ZeOKJm/JzJEmSVB/rGWURwZQXX3wx+cMf/hCOCuL/V1xxxVDPUG/89Kc/bVr9zK7DbbbZJoRkaOMtSZKk9rKmURZxBA+b2NnQftNNNyWTTjpp2ORLTUOnyQknnLApP/c///lPstVWWyXvvPNO6GJJ7SSp7+ysorZ56qmnwr+kHgmogImyc889N+wAo90XgRReZKabbrqOr6OFMe2/2InFZNfTTz+dvP/++8mIESM6LvPMM8+ERCUL+lkLqhC44TpXvnFUEphIrPzcTjvt1Ol7vPvuu+GoGLrW0CFkv/32C91oyt1zzz0h7DPJJJMkc845Z3LZZZeNd13OPvvscH14sR8wYEDy6KOPdvo8bc64XrwoEzracMMNw+8mz6aaaqpkiy22CBO73Najjz46DE7YFUhoiiAV91MjO64QkCEQM8MMM4Sku0EVSZKk9rOeqc2aJr2oH+eff/7k8MMPD49hukVSY9LFdI455giBFTaCsHOxkR1XCPpvu+22ySWXXGJQRZIkKSWsaaqznkk3TmVYb731wpoWdQu1DOsxQ4YMCWtddHK88847QxirUVhf4yQHjlslKGNQRWocwypqm6uuuipZbrnlko022ijZY489wr+8vfbaa8n5558fWmgRgKBbRQycvP7662EAxVnbAwcODB8jyLLqqqsmDzzwQFjUx5lnnhlekJh4yxrO2/voo4863uIxR7RpjoYOHdrpMieeeGLH5wj/EFThhZjADsfF8KJ92GGHdVzmrbfeCpehgw1hH4644YWWCcSIUARHLzGJSecbfg+cC/jJJ590XIZzxukyQhs2Akd0w9lggw2SIrWh23TTTUOnE4IrJ598cvLXv/41JHhpQ0dIiHbbfWlD9/nnn4f7dJpppgndXAgXSZIkqf2sZ2qzpskG6uy55pornPtO4J4jdKkTqQX5OIH8c845J2wO6Utw5e677w6tss8777xkk002aehtkCRJUu9Z01RnPZMdbOxl3YrAPetTbHJnDYUN3rPPPnv4d/To0eEEh95ifYdTIFhvJATz85//vKG3QSq8ktQGX3/9dWmppZYqHXnkkeH9O++8s7TtttuG9996663wsZVXXrn0m9/8pvSnP/2p4+suvfTS0mKLLVa65557Oj7273//u/S73/2uNNdcc4X3v/jii9Iqq6xS2n333cPPqcd///vfUlrtsccepTnmmKP07bffhvdXWGGF8LFaRo0aVfrBD35Q+vjjjzs+du6555amnHLKjvtj//33L80///ydvm7TTTctDRo0qOP9JZdcsrTLLrt0uo9mmGGG0rBhw8L7n376aWmiiSYqjRw5suMyL730EjOYpYcffrhUZF9++WXppptuKm299dalqaeeujTddNOVhg4dGn43//jHP0r/+te/6nr75JNPSssvv3xpxRVXLP3zn/9s982SJEnS/1jP9Iw1TbZQe7777rul0047rTRw4MDSD3/4w9KAAQNKxx13XOmFF14ItUm9Nc2YMWNKP/7xj0sXX3xxR00rSZKk9rOmqZ/1TPZ88803pXvvvbe02267lWaeeebSVFNNFdbARowYUfrzn/9cdz3z2WefhXWeOeecs/T++++3+2ZJuWRnFbUFx/TQnmuBBRYI76+yyirJxRdfHLp/0GLtn//8Z+iSsuiii4ZjbKKZZpop+dvf/tbpWKC///3vyV133ZWssMIKHbu2uMxCCy0UUpVd7QCj+whH2fzgB53/FBp5hEtfcP04z5t2yeXHGZF4/tnPfhbuP46d+eKLLzo+9/DDD4fjaKaddtqOj5Es/eyzz5IXXnih4zJ0oynHZfh4/LlPPPFEp8twH/F+vAyf54y+8svMM888ySyzzNJxmaKKZyTSfo7HeTxiiTZ0tNbm6CQ65nTVho5zF9l1yOOXcxcnn3zyFt4CSZIkdcV6pn7WNNlD7TnzzDOHDqgcH/vee++Fs9nZRUjHTbqcDh8+PHRF7arepi6kQyidQLfZZpvMHdErSZKUZ9Y09bGeyaYf/vCHoW4544wzkrfffjt0V5lxxhmT3/3ud0m/fv1C50c62bMWWQvrhPvss084VYBaiK+X1HiGVdQW8847b2gnzDFAIPQQAyJMdnH8z+OPPx5aa8WPxTAELx5MmMWvu/LKK0O7Yo6xwdixY5Opp546+eUvf9nt9SBwwfEqL774YqePV4ZX2uWGG25IPv3002Trrbfu+BhHIBFgIZRDUIXbv8UWW3R8nnBEeVAF8X0+19VlCLQQkvjLX/4SWptVu0z59yAM9JOf/KTmZfR9G7oLLrggtKHjyCDOVOSxzaBoxx13DEdeEZqK+P/BgweH38Utt9wSjhuSJElSeljP1M+aJtsImEw//fTJb3/72zBBS01DLcORs0suuWSy9NJLJ8OGDQs1dXlwhdbpG264YXLMMceE1tsGVSRJktLFmqY+1jPZx3ofdcvJJ58cAvesrXHsKbUKm+c322yzZMSIEWEDfaxpWK888MADkzFjxoQ6aNZZZ233zZBya8J2XwEVE2GUNddcs+P9iSaaqOP/mcTihYAXkNhNIk5s0Vnl8MMPD2dq33jjjclkk00Wuqrst99+YaKMlOtTTz2VzD333CHYUv611fA1Sy21VHLFFVckxx9/fAgHkLCkW0tlN5N2oNsM99MMM8zQ8bEddtih4//poMLEIZ1p3njjjdC1Q+k14YQTJiuttFJ4O/PMM8ME7x/+8IeQziWUxJnw66yzTuicQ3cguq9MNdVU7b7akiRJqmA9Uz9rmvygPuZ8djaKbLfddqFupgvkH//4x9BphYneX/3qV6EW32uvvZJDDjkk2W233dpeV0uSJGl81jT1sZ7JF9YdF1988fB23HHHJc8//3wycuTI5NRTTw0d8VdeeeXQNf/ZZ58NtQ4b52efffZ2X20p19LRPkKq0FVnk1133TW03ZpvvvnCZBjJ1v333z987oEHHgiL/hwfxFEsXbUk5nO0AuMonZdffjm0NmaH2N577508+eSTbZ9Qe+edd0JiM3aMqWXAgAHh39dffz38yxFJf/rTnzpdJr4fj0+qdZkpp5wydP3giCHum2qXKf8ehIO4v2tdRrVx/y6//PLJ6aefnrz11lvJbbfdFlpt8/h75JFHwvt0CJIkSVL2WM98x5omv6iX6VJKF1AmcemuSTiFrqds/Fh//fVDKL/ddbUkSZJ6x5rGeibvqFXYEH7UUUclzz33XNgITwcWgisXXnhhOMWhf//+7b6aUu4ZVlEmETBh5xZvnDvHwj8Id9CJYrHFFuv2e8RJM8IvhFPoYMILEkfsnH322Um7XXrppckvfvGLZO211+7yck8//XT4lw4r4MWU2/HJJ590XIYOHQRRCPjEy/BCW47L8PF4dA3HKJVfhm43vB8vw+fpiFN+mVdeeSV59913Oy6j+gf+dPjh8Uxbbc4L/elPf+rdJ0mSlFNFqGdgTVMcPG4333zz0GWFM+HPP/98gyqSJEk5VoSaxnqmOHgscjTWoYceGta5OC4ont4gqbk8BkiZRHAidkaJeJ+OFAQyYiij1i6u//73v+FraVtMB4v3338/WXHFFUOXFkIdfK927gDj9jEQGjJkSDg6JuKon6uvvjpZa621QpiBVmS0V2YwuNBCC4XLrL766uH2b7nllsmJJ57YscONFmaTTDJJuAxnhp911lmhIw273jhK6brrrktuvfXWjp9Fhw9+Pu3QOC7ptNNOS/71r38l22yzTfg8A05aP3M5dtRxv9HimaAKwQv1DgEgzz+UJEnKt7zXM7CmKa5ZZpml3VdBkiRJTZb3msZ6prh43PXr16/dV0MqDMMqynwLus8++yy5++67w9FAHOez5557JpNNNlnyzTffhM8z4Ckf1MQB1EcffRR2fvG9mEwjJckg6D//+U8IDLQT6WM6lBAkKUfHEz4XgyMcG7PhhhuGMErEbbvlllvCkUYERyaffPIQOqGVWcQLLcEUgi4cQzPTTDMlF110UTJo0KCOy2y66abJn//85+Swww4LgZdFFlkkGTNmTDLttNN2XIZ2aNx/XIevv/46fP0555zT9PtHkiRJyrK81zOwppEkSZLyK+81jfWMJLXGBCVeFaQMYyC03377JePGjQstumgVRyp3iimm6LgMD3M+RpcSBkgjRoxIDjrooGT22WdPLrvsstDWiy4htJqbbrrp2np7JEmSJBWH9YwkSZKkLLOmkST1lp1VlHkkbTkPO3rvvfeSVVddNYRTttpqq/A222yzdRynQ0qXI2y22GKL5Nhjjw0JXrqPkNQl8PKrX/2qjbdGkiRJUpFYz0iSJEnKMmsaSVJvfd+nS8oJjsa5/fbbk3322Se55557koUXXji0j+M4G1rQEVZZb731kuOPPz4EVQi1cLQNR+ZwvA5sOKQ8Ovfcc5OFFlooFA+88ZgfPXp0l18zcuTI8Pcz6aSTJgsuuGAyatSoll1fSZKkIrKekaqznpEkScoGaxqpOmsaaXweA6Tc+/DDD8OC/JVXXpl88sknyYsvvhiOAoqdVqKvvvoqeeGFF8JifrvPQ5Sa4eabbw4Brf79+4dA1uWXX56cdNJJyVNPPZXMP//8413+oYceSgYOHJgMGzYsWWeddZKrr746OeGEE8JxWQsssIC/JEmSpBawnpG+Yz0jSZKUTdY00nesaaTxGVZRofzzn/9MfvzjHyfffvtt6LAiFd0000wTAivbbbfdeJ/bdNNNk3/961/JLbfc0vGxpZZaKllkkUWS8847r8XXVJIkSdYzUmfWM5IkSdliTSN1Zk2jonO1XoVCUAUGVVR0HH91zTXXhDAKxwFV8/DDDyerrrpqp48NGjQofFySJEmtZz0jfcd6RpIkKZusaaTvWNNI3zGsIqkpL7KHHnpo0q9fv+RHP/pRMscccyRHH310OHom4v8PO+ywZPrppw+XIRTx2muvdfo+f/vb35LNN988mXLKKZOf/OQnofsHyetyzz77bLL88ssnk046aTgL88QTTxzv+owcOTKZZ555wmUWXHDBZNSoUZ0+X891yYvnnnsuFASTTDJJstNOOyXXX399Mt9881W97Mcff5xMO+20nT7G+3xckiRJyjNrmnSynpEkSZK6Zz2TXtY0UmeGVSQ13AknnJCce+65yVlnnZW89NJL4X1CJGeeeWbHZXj/jDPOCMfJjBs3Lpl88slD146vvvqq4zIEVV544YXkjjvuCEfR3HfffckOO+zQ8fnPPvssWX311ZNZZ501eeKJJ8JxNkcccURywQUXdFzmoYceSgYPHhyCLk899VTy61//Orw9//zzPboueTH33HMnTz/9dLidO++8czJkyJDkxRdfbPfVkiRJklLFmiadrGckSZKk7lnPpJc1jVShJEkNtvbaa5e23XbbTh/bYIMNSptvvnn4/2+//bY03XTTlU466aSOz3/66aelSSaZpDRixIjw/osvvkgbltJjjz3WcZnRo0eXJphggtIHH3wQ3j/nnHNKU089denrr7/uuMwBBxxQmnvuuTve32STTcL1KTdgwIDSjjvuWPd1ybNVVlmltMMOO1T93Mwzz1w69dRTO33ssMMOKy200EItunaSJElSe1jTZIP1jCRJkjQ+65nssKZR0dlZRVLDLbPMMsnYsWOTV199Nbz/zDPPJA888ECy5pprhvffeuutcJQMx+1EU001VTJgwIDk4YcfDu/zL0f/LL744h2X4fI/+MEPQleQeJmBAwcmE088ccdl6IjyyiuvJH//+987LlP+c+Jl4s+p57rk2bfffpt8/fXXVT+39NJLh99jObrc8HFJkiQpz6xpssF6RpIkSRqf9Ux2WNOo6CZs9xWQlD8HHnhgOKJnnnnmSX74wx+G8xGPPfbYcKwPCIdg2mmn7fR1vB8/x7+/+MUvOn1+wgknTKaZZppOl+nXr9943yN+buqppw7/dvdzursueXHQQQeFwNAss8ySfP7558nVV1+d3HPPPcltt90WPr/VVlslM844YzJs2LDw/h577JGssMIKycknn5ysvfbayTXXXJM8/vjjnY5ZkiRJkvLImiZ9rGckSZKk+ljPpJM1jTQ+wyqSGu66665LrrrqqhCGmH/++ZOnn3462XPPPZMZZpghGTJkiPd4m3zyySchkPLRRx+F7jELLbRQCKqsttpq4fPvvvtu6FxTnr7md3jIIYckBx98cNK/f//khhtuSBZYYAF/h5IkSco1a5r0sZ6RJEmS6mM9k07WNNL4DKtIarj99tsvJHc322yz8P6CCy6YvPPOO6FjB2GV6aabLnz8T3/6UzL99NN3fB3vL7LIIuH/uQwv3OW++eab5G9/+1vH1/MvX1Muvt/dZco/3911yYuLL764y8/TZaXSxhtvHN4kSZKkIrGmSR/rGUmSJKk+1jPpZE0jje/7LfSS1CBffPFFpw4d4Dggzt4DR/cQEhk7dmzH5zk2aNy4ccnSSy8d3uffTz/9NHniiSc6LnPXXXeF7zFgwICOy9x3333Jf/7zn47L3HHHHcncc88djgCKlyn/OfEy8efUc10kSZIkFYs1jSRJkqSssp6RlBklSWqwIUOGlGacccbSLbfcUnrrrbdKf/zjH0s/+9nPSvvvv3/HZY4//vjST37yk9KNN95YevbZZ0u/+tWvSv369St9+eWXHZdZY401Sosuumhp3LhxpQceeKDUv3//0uDBgzs+/+mnn5amnXba0pZbbll6/vnnS9dcc01psskmK51//vkdl3nwwQdLE044YWn48OGll156qXT44YeXJppootJzzz3Xo+siSZIkqTisaSRJkiRllfWMpKwwrCKp4T777LPSHnvsUZpllllKk046aWn22Wcv/e53vyt9/fXXHZf59ttvS4ceemgIm0wyySSlVVZZpfTKK690+j5//etfQzjlxz/+cWnKKacsbbPNNqXPP/+802WeeeaZ0nLLLRe+BwEZgieVrrvuutJcc81VmnjiiUvzzz9/6dZbb+30+XquiyRJkqTisKaRJEmSlFXWM5KyYgL+0+7uLpIkSZIkSZIkSZIkSSqGH7T7CkiSJEmSJEmSJEmSJKk4DKtIkiRJkiRJkiRJkiSpZQyrSJIkSZIkSZIkSZIkqWUMq0iSJEmSJEmSJEmSJKllDKtIkiRJkiRJkiRJkiSpZQyrSJIkSZIkSZIkSZIkqWUMq0iSJEmSJEmSJEmSJKllDKtIkiRJkiRJkiRJkiSpZQyrSJIkSZIkSZIkSZIkqWUMq0iSJEmSJEmSJEmSJKllDKtIkiRJkiRJkiRJkiSpZQyrSJIkSZIkSZIkSZIkqWUMq0iSJEmSJEmSJEmSJKllDKtIkiRJkiRJkiRJkiSpZQyrSJIkSZIkSZIkSZIkqWUMq0iSJEmSJEmSJEmSJKllDKtIkiRJkiRJkiRJkiSpZQyrSJIkSZIkSZIkSZIkqWUMq0iSJEmSJEmSJEmSJKllDKtIkiRJkiRJkiRJkiSpZQyrSJIkSZIkSZIkSZIkqWUMq0iSJEmSJEmSJEmSJKllDKtIkiRJkiRJkiRJkiSpZQyrSJIkSZIkSZIkSZIkqWUMq0iSJEmSJEmSJEmSJKllDKtIkiRJkiRJkiRJkiSpZQyrSJIkSZIkSZIkSZIkqWUMq0iSJEmSJEmSJEmSJKllDKtIkiRJkiRJkiRJkiSpZQyrSJIkSZIkSZIkSZIkqWUMq0iSJEmSJEmSJEmSJKllDKtIkiRJkiRJkiRJkiSpZQyrSJIkSZIkSZIkSZIkqWUMq0iSJEmSJEmSJEmSJKllDKtIkiRJkiRJkiRJkiSpZQyrSJIkSZIkSZIkSZIkqWUMq0iSJEmSJEmSJEmSJKllDKtIkiRJkiRJkiRJkiSpZQyrSJIkSZIkSZIkSZIkqWUMq0iSJEmSJEmSJEmSJKllDKtIkiRJkiRJkiRJkiSpZQyrSJIkSZIkSZIkSZIkqWUMq0iSJEmSJEmSJEmSJKllDKtIkiRJkiRJkiRJkiSpZQyrSJIkSZIkSZIkSZIkqWUMq0iSJEmSJEmSJEmSJKllDKtIkiRJkiRJkiRJkiSpZSas94JfffVV8u9//7u510aSJKmGiSeeOJl00km9fyT1mjWNJElqJ2saSX1hPSNJkvJWz0xY7yCoX7/Zko8//lNDf7gkSVK9pptuuuStt94ysCKpV6xpJElSu1nTSOot6xlJkpTHeqausAodVQiqvPb2C8kUU/74uw+W4j//+5+y/+/4SKnWx0tVvrbi+3VcpvMlSv/7eOXP7Py11X9u7e9d+3Pff4/q37vr2/v9dyn71t+/3+kaVL9vurv91a9jjds93vWo8rnKn1d5G6tcj1qf+3a8j1f+zPE/Vvn+t7UeQ2U/p9TN+5XXo56fG9//tqvrPt73qv5zS6UJqlz3zl/zbdL5Mt///P99vOyLv634fvH7V/68jttd+X6V61T5Pcf/GbV/fuX7lT8v/qyq17HjIVvxPStud/wZ5R8b7/6vuOz3lyv7+RU/b7z3K++f8r+VWre78udX/C6rX7by53f+2+m4XLxA2Qe//x6lTpep9b2qfs1436vzz+v8+674fuNdtuvrVfVvo8btrPweXX7/738RVW9/1a+t/Hv+3y+85vfu6jp33M7Od3K1r611Pb7t4n7//v6uuLLf39DqN6LTH/p4N7C+j9f1cyo/X37lu7mu8RHx/R1QfsMrfk7Zz/3m6+TjR04JYxK7q0jqjXpqmlr1TPXPVf+ayjF5528z/ut0T2uObsf8XdQ63dVLXdV4ddc0XdR69d/+Lm53zfH5+Le73pqmq+vXXU1T6/16appa9Uu1j9V7PXpS03z/Myrvn+5rmlr1TLXL1Brbl+qpFzq+aY3xelKlXqj42HjXp46vrfXzatUzVa9Trdtdcd91HgPWumyN+qXKz69V03R5n3VT09SqZzpfp4q/q46hXsVzU8Xlyy/T7ffqstbp/L2+vy8rvqb8Pquzphnv77Haz69R09T63vXUNLXqiM4/t/J+qP7zKuuZzrez8zft7jbUU9PUrGc639DqN6Lj+tSoW7r6XLe1SKcHR8++R+c7q+Iy33Zdz8SPWdNIalI9893/xtetzq9ftcf+Za8r3dQ05Zf87sPlI8fqP7/Wz61rzF+j1qn83vXd3u+/S8WPrbum6d3tr3G7q72e16xpKr9Hleveze+oVh3R6TqXun6/sp6pp6apfL98yrKntVWsZ6peZryPV/+55ePXUi/XaDp9rKdrND2oaWq939XP726NpsvrWOq6nqn6c8e7v7u+XD01Ta3r1/n792yNpuvL1rdGU09NU6ueqfb96l2j6Xx/Vjz3VFy2q3WN7mqaWvVM19e14rIVt7/Lr638e68YRnf18+pdo6l+Xbt5fqtyv/d4jaYnNU09tc633XxN1Xql3uta8T26uk4tWKOp+xggTDnlFMkUU07xvysV/yn7BdYY8DQirPL9A7j8qbn6z693INTpSb6HA6H6fu7336XsW3//fpXb34qBULUByXgDoR5cj1qf+/4hX/1JoDcDoU6/sx4OhHrycysHQlWve70/t8qgot5wSCPCKqUWh1W6GlR0OxAq9TysUjnIaFZYpebtrnze7ur3XfPnd/7bqT4w6dlAqOoEbr2TsZ1ud9fXra6wSsXnJmhgWOX7gWLvv7bmIKv8+3UzEKo2+T3+AKTzxyf4/sFUx9f2cIBS7+Ci2vfqyc+pOprs6WCqvrBK+d0jSX3RVU3TkwncWuPleiZf0xdW6ernfv8TOt+sru+zVIRV6qxpurp+3dU0td5vVlilJz+3u5qm1vWo+nPrrB86f9/GhVVqjtebFFapu8Yqv9/rrGlq1TPNDqt0ebsrh2ClxodVugxt1BvWqPhe1b5fd2GVzsPWrq9brXoh1jPVr1s3t6GLr0368LU1a54a9Uzn21l52fHu3M4fr6emaUatUX7lv21kWOXbnodVSr0Lq5TfhZLUyHrmu/+NY7qKsV2p57VOT9do6qs5qn/vHv3ciu9d38/9/rtU/NjvP1bvfdaj21/jdpd/t+5qmprXY/zrUus61qoj2hlWKTUlrFLqcVilp2s0fQ2r1FvT1Hq/q5/f3fXp8jqWuq5nqv7cHq7RNCqs0tM1mkaHVXq6RtOodZWertH0pKapVVd0dZ90t0bTm6+t/nMr7s+a91nF5eqpaWrVM11+bSNqjfj5RoZVvh3/5zdpPan8+aiRftCk7ytJkiRJkiRJkiRJkiSNx7CKJEmSJEmSJEmSJEmSWsawiiRJkiRJkiRJkiRJklrGsIokSZIkSZIkSZIkSZJaxrCKJEmSJEmSJEmSJEmSWsawiiRJkiRJkiRJkiRJklrGsIokSZIkSZIkSZIkSZJaxrCKJEmSJEmSJEmSJEmSWsawiiRJkiRJkiRJkiRJklrGsIokSZIkSZIkSZIkSZJaxrCKJEmSJEmSJEmSJEmSWsawiiRJkiRJkiRJkiRJklrGsIokSZIkSZIkSZIkSZJaxrCKJEmSJEmSJEmSJEmSWmbCnlz4s88+T0pJ6bt3Ov753/+U/X/HR0q1Pl6q8rUV36/jMp0vUfrfxyt/Zuevrf5za3/v2p/7/nt0dbtr3d7vv0vZt/7+/U7XoPp9093tr34da9zu8a5Hlc9V/rzK21jletT63LfjfbzyZ47/scr3v631GCr7OaVu3q+8HvX83Pj+t11d9/G+V/WfWypNUOW6d/6ab5POl/n+5//v42Vf/G3F94vfv/LnddzuyverXKfK7zn+z6j98yvfr/x58WdVvY4dD9mK71lxu+PPKP/YePd/xWW/v1zZz6/4eeO9X3n/lP+t1LrdlT+/4ndZ/bKVP7/z307H5eIFyj74/fcodbpMre9V9WvG+16df17n33fF9xvvsl1fr6p/GzVuZ+X36PL7f/+LqHr7q35t5d/z/37hNb93V9e543Z2vpOrfW3316P21453Zb+/odVvRKc/9PFuYH0fr+vnVH6+/Mp3c13jI+LbKj93vD+osp/7zddlN06Seq+rmqZWPVP9c9W/pnJM3vnbjP863dOao9sxfxe1Tnf1Ulc1Xt01TRe1Xv23v4vbXXN8Pv7trrem6er6dVfT1Hq/npqmVv1S7WP1Xo+e1DTf/4zK+6f7mqZWPVPtMrXG9qV66oWOb1pjvJ5UqRcqPjbe9anja2v9vFr1TNXrVOt2V9x3nceAtS5bo36p8vNr1TRd3mfd1DS16pnO16ni76pjqFfx3FRx+fLLdPu9uqx1On+v7+/Liq8pv8/qrGnG+3us9vNr1DS1vnc9NU2tOqLzz628H6r/vMp6pvPt7PxNu7sN5del25quV7VG0nXd0tXnuq1FOj04evY9Ot9ZFZf5tut6Jn7MmkZSk+qZ7/43vm51fv2qPfYve13ppqYpv+R3Hy4fOVb/+bV+bl1j/hq1Tte3u9bt/f67VPzYumua3t3+Gre72ut5zZqm8ntUue7d/I5q1RGdrnOp6/cr65l6aprK98unLHtaW8V6puplxvt49Z9bPn4t9XKNptPHerpG04Oaptb7Xf387tZouryOpa7rmao/d7z7u+vL1VPT1Lp+nb9/z9Zour5sfWs09dQ0teqZat+v3jWazvdnxXNPxWW7WtforqapNZ7v+rpWXLbi9nf5tePVEZ1va1c/r941murXtbvrUftre1dr9HKNpkdrQdW+tt7rWvE96qlpmljP1BVWmXjiiZPpppsu6T/b/E25EpIkSd1hLMKYRJJ6w5pGkiS1mzWNpN6ynpEkSXmsZyYoVYuBVvHVV18l//73v5M8+Oyzz5KZZ545ee+995Ipp5wyKTLvC+8LHxf+ffhc4fNmVl5DGARNOumkTf85kvKrWTWNY+rW8v72/s4zH9/e13nlY/s71jSS+lrP/OUvf3Fto0F8bfJ+TBMfj96XaeNj0vuyVfVM3ccA8YPztkDEwlrRwyqR94X3hY8L/z58rvB509cQSXnX7JrGMXVreX97f+eZj2/v67zysS1JvUctE9czfD5tHO9L78c08fHofZk2Pia9L5vtB03/CZIkSZIkSZIkSZIkSdL/GFaRJEmSJEmSJEmSJElSyxQyrDLJJJMkhx9+ePi36LwvvC98XPj34XOFz5u+hkiSY+ossYbx/s4zH9/e13nlY1uSfD5NG1+bvB/TxMej92Xa+Jj0vmyVCUqlUqllP02SJEmSJEmSJEmSJEmFVsjOKpIkSZIkSZIkSZIkSWoPwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWqZQodV3n777WS77bZL+vXrl/zoRz9K5phjjuTwww9P/v3vfydFcPbZZyezzTZbMumkkyYDBgxIHn300aRohg0bliyxxBLJFFNMkfziF79Ifv3rXyevvPJKu69WKhx//PHJBBNMkOy5555JEX3wwQfJFltskfz0pz8Nzw8LLrhg8vjjjydF89///jc59NBDOz1PHn300UmpVEry7r777kvWXXfdZIYZZgh/CzfccEOnz3MfHHbYYcn0008f7ptVV101ee2115Ki3Rf/+c9/kgMOOCD8jUw++eThMltttVXy4YcftvU6S1IzHXvssckyyyyTTDbZZMlPfvKTur5m6623Ds+h5W9rrLGGv6gm3d9Fep1utL/97W/J5ptvnkw55ZTh/qZm/uc//9nl16y44orjPb532mmnll3nPNfhI0eOTOaZZ55wecZbo0aNatl1Ldr9fdlll433OObr1Jj6qZp77rknWWyxxZJJJpkkmXPOOcPvQJLUmPHZxx9/nGy55ZbJdNNNF+ZreL79v//7v0Lfvb25H/Hwww8nK6+8crgf+dqBAwcmX375ZVJkvb0vY6225ppr1j1eyLOe3o9cfrfddkvmnnvuUOfOMsssye6775784x//SIrGuqr19+OFF16YLL/88snUU08d3phnKeK6ciPX26+55prwXMjadJEVOqzy8ssvJ99++21y/vnnJy+88EJy6qmnJuedd15y8MEHJ3l37bXXJnvvvXcI5zz55JPJwgsvnAwaNCj55JNPkiK59957k1122SV55JFHkjvuuCMsuq6++urJv/71r6TIHnvssfB3sdBCCyVF9Pe//z1Zdtllk4kmmigZPXp08uKLLyYnn3xyeAEumhNOOCE599xzk7POOit56aWXwvsnnnhicuaZZyZ5x/MAz40MNKrhfjjjjDPC68a4ceNCwcrz6FdffZUU6b744osvwusIoSb+/eMf/xhCf+utt15brqsktQLh9o033jjZeeede/R1hFM++uijjrcRI0Y07ToW/f4u0ut0ozFZSn1MfXTLLbeEBegddtih268bOnRop8c3vwP1rQ5/6KGHksGDB4dJ66eeeipMYPH2/PPPe9c2ad6DhYLyx/E777zjfd2g+qnSW2+9lay99trJSiutlDz99NNho8z222+f3Hbbbd7nktSA8RkbiZifuemmm5Lnnnsu2WCDDZJNNtkkjCmKqjf3I0EV6jjWDFh8ZN581113TX7wg0IvrfW6ZsBpp50WFmfV8/uRzYG8DR8+PNQEBH3HjBkT6oUisa5qz/1I0Jz69O677w7PjTPPPHN4bmTjd5H1dr2dhhr77rtvCAAVXkmdnHjiiaV+/frl/l5ZcsklS7vsskvH+//9739LM8wwQ2nYsGGlIvvkk09oF1G69957S0X1+eefl/r371+64447SiussEJpjz32KBXNAQccUFpuueXafTVSYe211y5tu+22nT62wQYblDbffPNSkfC8cP3113e8/+2335amm2660kknndTxsU8//bQ0ySSTlEaMGFEq0n1RzaOPPhou984777TseklSO1x66aWlqaaaqq7LDhkypPSrX/2q6dcpz+q9v4v8Ot1XL774YngNf+yxxzo+Nnr06NIEE0xQ+uCDD2p+XVHrhmbX4ZtsskkYj5cbMGBAaccdd2z6dS3i/d2T53T1vWbYf//9S/PPP3+nj2266aalQYMGefdKUgPGZ5NPPnnpiiuu6PSxaaaZpnThhRcW8v7t7f3I2OuQQw5p0bXM932Jp556qjTjjDOWPvroo7rGC3nWl/ux3HXXXVeaeOKJS//5z39KRWFd1Z77sdI333xTmmKKKUqXX355qch6cz9y3y2zzDKliy66yPnCUqlU7PhnFbTLmmaaaZK870x84oknQoumiCQw75OGK7LYLi3vj4Gu0GmG3U3lj4+iYcfB4osvHnbwcjzUoosuGlqcFREt98eOHZu8+uqr4f1nnnkmeeCBB0KrxiJjFyDtVMv/TqaaaqrQ4q3oz6PxuZQdEvUe1SBJRcEuFMYWtOylS8hf//rXdl+lXPJ1uvcYx/D6zVg4YrxDvUiHmq5cddVVyc9+9rNkgQUWSA466KDQfU19q8P5eGVdxg4tx5vNm/eg7fqss84adgn+6le/Cjtd1Rw+viWpueMz5vTY7c2xIXSX56gBugxyfGMR9eZ+ZFc8n6OG4/6cdtppkxVWWCHMjRZZbx+T1Ae/+c1vQhc2jqcqur7UXpXzsHQHnHDCCZMisK5q3/1Y7W+a0yqKvJ7a2/vxqKOOCq8tReuKVEsxnr3q9Prrr4ejLWihlWd/+ctfkv/+979hcFWO9zkaqagYtNN2luNfmGAtIooW2lTRzrDI3nzzzXD0Da27OBaM+4OzHyeeeOJkyJAhSZEceOCByWeffZbMM888yQ9/+MPw3HHssceGFoVFRlAF1Z5H4+eKiomPAw44ILQEpFCSJH2H1tG03u7Xr1/yxhtvhDEG4U+KV15j1Ti+TvftvmPCpByTnkw+dTXGYdKZBf4ZZpghefbZZ8NYgLbzHA+o3tfh3OeON1t3fxMkvOSSS8JxuEz6MzfEwhSBlZlmmsmHcoPVenxTf3755ZfJj370I+9zSerD+Oy6665LNt100+SnP/1puPxkk02WXH/99cmcc85ZyPu1N/cjc8Q44ogjwrhgkUUWSa644opklVVWCUew9O/fPymi3j4m99prrzC2IhCs3t+PlWPeo48+uu4jmPLAuqp992Ml6n7mAIq88b039yOBx4svvjgcharv/CCvi6vs6O7qrfJBwplaTCDTSYGztlXMjiIMMglsFNF7772X7LHHHmFH5KSTTpoUGcGlxRZbLDnuuONCVxUGezwvnHfeeUnRUNjymLj66qtDkOnyyy8PxRn/SpVIUnP+MZ2/CXxJUt5riJ7YbLPNkvXWWy9ZcMEFk1//+tfhPGoCsXRbKaJm399q7f3NeJmOHzy+CTUzic9iCMEsKSuWXnrpZKuttgoLUeyaJmz185//PDn//PPbfdUkSTnU7PHZoYcemnz66afJnXfemTz++ONhUx5zNs8991ySJ828H5kjxo477phss802YZ741FNP7Qi45k0z70s6md91113JaaedluRdq2pdAr50yJ9vvvlCoEpqpeOPPz6spVL3F309sSc+//zzZMsttwwnOdCZVjnurLLPPvskW2+9dZeXmX322Tv+/8MPP0xWWmmlkOq84IILkrzjD4Ddm3/60586fZz3i9p+bddddw0LBvfdd19hd0zRqorWhoQ0IhKB3CdnnXVW8vXXXxdm1+/0008fBnnl5p133uT//u//kqLZb7/9wgCbBTawAPHOO+8kw4YNK1yXmXLxuZLnTR4vEe8zuV3koAqPD4pPu6pIynsN0Vd8L8bldHdkZ17RNPP+9nW69/c39x01QblvvvkmtI/vSa3I0Yjg8T3HHHPU/XV51ps6nI9bt7fu/q400UQThUUpHsdqvFqPb+oIu6pIKoJmjs8IDDOfy8bM+eefP3xs4YUXTu6///5wBEueNuQ1836Mc37V5onffffdJG+aeV8yV8jjsvLI8A033DBZfvnlc7WJoxW1FwvebL6fYoopQliAcWtRWFe1736M2MxMWIUwJF0pi6yn9yPPg2+//Xay7rrrjheMnHDCCUOH2iLOoeQyrMLOF97qQUcVgiq//OUvk0svvTScJZV3HGXC7R07dmzY1Rn/GHif0EaRsPt/t912Cy/oDIhoy15ULJJUJutJjHP8C+28ihJUAUdB8aJQ7tVXXw2tzYuGcwcrnxd5LMQX0KLiuYLBBs+bMZxCmp3zRHfeeeekqEGV1157Lbn77rtDi1lJynMN0Qjvv/9+8te//rVT6LFImnl/+zrd+/ubzhLswCXITs0YJ5YZ+8UASj1iO9uiPr4bVYfz++DzHFcb3XHHHeHjavz9XYnNG9TIa621lnd3E/A4HjVqVKeP+fiWVCTNHJ8xn4cizOk1836cbbbZwhEX1eaJOdI1b5p5X7IZcvvtt+/0MTZF0qmmfNE2D5pdezEHTVfLSSaZJHSsKVpXC+uq9t2POPHEE5Njjz02ue2225LFF188Kbqe3o+st1auwx5yyCEhgHb66acnM888c1JIpQJ7//33S3POOWdplVVWCf//0Ucfdbzl3TXXXFOaZJJJSpdddlnpxRdfLO2www6ln/zkJ6WPP/64VCQ777xzaaqppirdc889nX7/X3zxRbuvWiqssMIKpT322KNUNI8++mhpwgknLB177LGl1157rXTVVVeVJptsstLvf//7UtEMGTKkNOOMM5ZuueWW0ltvvVX64x//WPrZz35W2n///Ut59/nnn5eeeuqp8MbL5SmnnBL+/5133gmfP/7448Pz5o033lh69tlnS7/61a9K/fr1K3355ZelIt0X//73v0vrrbdeaaaZZio9/fTTnZ5Lv/7663ZfdUlqCp7/eB488sgjSz/+8Y87niN5vozmnnvu8LoJPr7vvvuWHn744fB6euedd5YWW2yxUv/+/UtfffWVv6UG399Fe51utDXWWKO06KKLlsaNG1d64IEHwuN08ODBHZ+ndub+5vN4/fXXS0cddVTp8ccfD49v7vPZZ5+9NHDgwDbeimzW4VtuuWXpwAMP7Lj8gw8+GOqS4cOHl1566aXS4YcfXppooolKzz33XBtvRX7vb55jbrvtttIbb7xReuKJJ0qbbbZZadJJJy298MILbbwV+amfuK+5z6M333wz1Nn77bdfeHyfffbZpR/+8IelMWPGtPFWSFI+xmfM1bDusfzyy4ePMV5jPDHBBBOUbr311lJR9fR+xKmnnlqacsopSyNHjgzzxIccckgYH3CfFllv7stKjBeuv/76UpH19H78xz/+URowYEBpwQUXDI/B8nnYb775plQU1lXtuR+ZZ5l44olLf/jDHzo99srnZoqop/djtTW4X/3qV6UiK3RY5dJLLw0viNXeiuDMM88szTLLLOHJZckllyw98sgjpaKp9fvnsaHihlVw8803lxZYYIHwIjPPPPOULrjgglIRffbZZ+ExwHMFhRgLD7/73e8KEUK4++67qz4/MHjAt99+Wzr00ENL0047bXicEHx85ZVXSkW7L1iUqvVcytdJUh7x/Nfd8175mJIg9Oqrr176+c9/HhaaZ5111tLQoUMLFxRv1f1dtNfpRvvrX/8aJkgJBjExv80223SafIqv/fH+f/fdd0MwZZpppgn3NQsjLD4zkaqe1eHUX3GsGV133XWlueaaK1x+/vnnL/QCU7Pv7z333LPjsjx3rLXWWqUnn3yyTdc8f/UT/3KfV37NIossEu5zak3nYiSpMeMzvPrqq6UNNtig9Itf/CKEAxdaaKHSFVdcUei7uDf3I4YNGxY2aXE/Lr300qX777+/VHS9vS/LGVbp+f1Ya7zFG5ctEuuq1t+PzGVVe+yxqaLoevp4LDfEsEppAu6Idnd3kSRJkiRJkiRJkiRJUjF0PrRQkiRJkiRJkiRJkiRJaiLDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMqkiRJkiRJkiRJkiRJahnDKpIkSZIkSZIkSZIkSWoZwyqSJEmSJEmSJEmSJElqGcMq0v+z9x9QkqZ3fej/rZw6h8k5z+xsnI1aCWklkkgGZAwy2AKDuca+3HOvCeeQscHA/w822AYbHzDBIHQBJZJAICuglXbRrjbNTs65p3OonN57vk/10/N2bXVPh6rq9+3+fvbUmZ3umuq3Qlc9z/N+n98PIiIiIiIiIiIiIiIiIiIi0i4Kq4iIiIiIiIiIiIiIiIiIiIhI2yisIiIiIiIiIiIiIiIiIiIiIiJto7CKiIiIiIiIiIiIiIiIiIiIiLSNwioiIiIiIiIiIiIiIiIiIiIi0jYKq4iIiIiIiIiIiIiIiIiIiIhI2yisIiIiIiIiIiIiIiIiIiIiIiJto7CKiIiIiIiIiIiIiIiIiIiIiLSNwioiIiIiIiIiIiIiIiIiIiIi0jYKq4iIiIiIiIiIiIiIiIiIiIhI2yisIiIiIiIiIiIiIiIiIiIiIiJto7CKiIiIiIiIiIiIiIiIiIiIiLSNwioiIiIiIiIiIiIiIiIiIiIi0jYKq4iIiIiIiIiIiIiIiIiIiIhI2yisIiIiIiIiIiIiIiIiIiIiIiJto7CKiIiIiIiIiIiIiIiIiIiIiLSNwioiIiIiIiIiIiIiIiIiIiIi0jYKq4iIiIiIiIiIiIiIiIiIiIhI2yisIiIiIiIiIiIiIiIiIiIiIiJto7CKiIiIiIiIiIiIiIiIiIiIiLSNwioiIiIiIiIiIiIiIiIiIiIi0jYKq4iIiIiIiIiIiIiIiIiIiIhI2yisIiIiIiIiIiIiIiIiIiIiIiJto7CKiIiIiIiIiIiIiIiIiIiIiLSNwioiIiIiIiIiIiIiIiIiIiIi0jYKq4iIiIiIiIiIiIiIiIiIiIhI2yisIiIiIiIiIiIiIiIiIiIiIiJto7CKiIiIiIiIiIiIiIiIiIiIiLSNwioiIiIiIiIiIiIiIiIiIiIi0jYKq4iIiIiIiIiIiIiIiIiIiIhI2yisIiIiIiIiIiIiIiIiIiIiIiJto7CKiIiIiIiIiIiIiIiIiIiIiLSNwioiIiIiIiIiIiIiIiIiIiIi0jYKq4iIiIiIiIiIiIiIiIiIiIhI2yisIiIiIiIiIiIiIiIiIiIiIiJto7CKiIiIiIiIiIiIiIiIiIiIiLSNwioiIiIiIiIiIiIiIiIiIiIi0jYKq4iIiIiIiIiIiIiIiIiIiIhI2yisIiIiIiIiIiIiIiIiIiIiIiJto7CKiIiIiIiIiIiIiIiIiIiIiLSNwioiIiIiIiIiIiIiIiIiIiIi0jYKq4iIiIiIiIiIiIiIiIiIiIhI2yisIiIiIiIiIiIiIiIiIiIiIiJto7CKiIiIiIiIiIiIiIiIiIiIiLSNwioiIiIiIiIiIiIiIiIiIiIi0jYKq4iIiIiIiIiIiIiIiIiIiIhI2yisIiIiIiIiIiIiIiIiIiIiIiJto7CKiIiIiIiIiIiIiIiIiIiIiLSNwioiIiIiIiIiIiIiIiIiIiIi0jYKq4iIiIiIiIiIiIiIiIiIiIhI2yisIrLO/fmf/zmee+459Pb2IhgMIhAImMtnP/tZeNGpU6fwbd/2bdi6dSvC4fDc8f7sz/6s+f6ePXvmvvaud71rRT+D993eBi+/93u/t+zbqFar+K3f+i18xVd8Bfr7+xGPx7Fv3z58//d/Py5cuLCk2yiVSnjwwQfnHQvvn4iIiIiI3KM5jXfmNPU/d6HLD//wD+slLCIiIiKiOY2n5jRXr15d0nxmNcckIssTXub1RcRHPvGJT+Cbv/mb4TgO/GBoaAjPPvsspqam4GWZTAbf8A3f8JbAz5UrV8zA6H/9r/+FD33oQ/iWb/mWRW/nF3/xF/Hmm2+2+GhFRERERPxLcxpvz2lERERERGRxmtO0huY0IuuDwioi69jv//7vzwuqPPXUU9ixY4f5/8HBQXjNxz72sXlBlQMHDpjKI6wIc+zYMXjFD/zAD8xb1OWx7d6923wtl8uhUCjgO77jO/D666/jyJEjDW/jzJkz+IVf+IU2HrWIiIiIiP9oTuPdOU0ymcR73/veht976KGHWnTkIiIiIiL+ojmNd+Y0qVQK73vf+xa8zU9+8pNIp9Nzf3/sscdadPQiYimsIrKODQ8Pz/0/2+q8+OKL8Mvx0l/91V/h0KFD8JI33ngDf/AHfzD3d7Ys+uM//mNTEu7VV1/Fk08+iXK5jGKxiJ/4iZ/ARz7ykbfcBgNELEPHwVJXV5cJ40xOTrb5noiIiIiIeJ/mNN6c09gNEB/+8IdbcIQiIiIiIuuH5jTemdMsNoe5dOkSPvrRj879/Z3vfKdC+CJtEGzHDxFZz+7evYuf+ZmfMVVLent7EY1GTTCEH2S//Mu/PO+6DCf85m/+Jt7znveYD0Vel3302E/v137t15DNZhf8OS+99BK++7u/G/v37zc72JgAPX78OH7sx34MIyMj867L6/FD2Z0qvXPnzrxee8tlb9NeKpUK/st/+S94+OGHkUgksGfPnnnXv3nzJn70R38UjzzyiAlkxGIxc53v+Z7veUvrG/b9423+7M/+7LyvHz58eO7n1ZenbrbTp0/jW7/1W83zwcf3mWeewcc//vG3XM89AKIf+qEfmns8H330UfPcWn/xF3/RMITC18Dzzz9v/v+XfumX0N3d3YJ7JCIiIiKyNJrTaE6z3DmNiIiIiIiXaE6jOc1q5zS/8Ru/Ma9TwQ/+4A+26NUqIvM4IrJin/jEJ5ze3l5+ejW8dHd3z1331q1bzsMPP7zgdXk5fPiwc/ny5bf8nJ/6qZ9yAoHAgv9u8+bNzssvvzx3/Q984AOL/pyV/OrX3+b73//+eX/fvXv33HX/7M/+zOns7FzwZ0ciEed3fud35q7/u7/7u/c93s985jPmuvw59mvvfOc7nZXgbblv+/u+7/ucRCLR8Of+6q/+6rx/++yzz859j89JoVCY9/0f//Efn/fvP/WpT837/s2bN52uri7zvXe84x1OtVqdd5/cj6OIiIiISKtpTqM5zXLmNO65VF9fn/PDP/zDZm74Pd/zPc4v/MIvOK+//rp+aUVERESkrTSn0Zxmuedp6mUyGaenp2fu+jt37nTK5XKLX7kiQmoDJLJCrA7C3nbsfWexKgcrjYRCIbz88suoVqs2FIZv+ZZvMb3xrC1btpgSYqzowSokdO7cOXzTN32TKVMWDtd+PX/rt34LP/dzPzf371i9hSXM8vk8vvCFL5hSZkwNf+M3fqO5rZ6eHjzxxBOmr97nPvc5jI6O3ref+Ep86EMfMrd54sQJc6w8Bjp58iS+/du/3RwfRSIRU6WE133hhRcwNTWFUqmEf/kv/6WpnPK2t73NVFzhY8njP3PmzNzP4PHy3xEr0bTKb//2b5uf89xzz5kqNe7KLz/yIz+Cr/zKrzRVbOjChQvznm9Wx3Hj8+p2/vz5eSnef/Nv/g2mp6dNpRk+tyupciMiIiIi0gya02hOs5I5jTU+Po5f+ZVfmfe1H//xHzd94TnHYjVQEREREZFW0pxGc5rVzGmsP/zDP5xXfeUHfuAHzHk+EWkDZXZEVubbvu3b5iUzv/M7v9NJp9Nz32eS8w/+4A/mKo24r/v2t7997rq5XM75qq/6qnnf/+AHP2i+x+Qmq6bYrz/xxBPOzMzM3M/4h3/4h3kVV/7Df/gP846RlUeaVbGjvrLK/v37nUuXLs19P5/Pmz/f9773zV2HSdSzZ8/OXWd0dNTZtWvX3Pd5v91+5md+Zt7PuHLlyluOoxWVVTo6OpxTp07Nff9Hf/RH533/+7//++e+F41G56Vr6/32b//2vH/7i7/4i3Pf+9M//dO5r//8z/98w/ukyioiIiIi0i6a02hOs9w5Tf1caqHLN3/zN+sXWURERERaTnMazWmWO6dp5KGHHpq7bjwed0ZGRlr4qhURN1VWEVmBSqWCv/7rv577e19fH37zN39z3s4xJjm/67u+y/y/+7r00z/903PXjcfj+Hf/7t/h7/7u7+a+/zd/8zf4p//0n+LLX/7yXMUSYrWS7/7u7553W/w5hUJh7udwJ1s7/PzP/zz27ds393dWCmElmU9+8pNzX+N9+4mf+Il5/85Wm6HPfvazpjJNIpHAWvrO7/xOHDt2bO7vP/mTP4n//J//89zj+pnPfKbhv3P3L1zsa8RUru1xyIo6P/qjP9qkoxcRERERWT7NaTSnWe6cxs7xOM/9R//oH5l5zc6dO011yt///d/Hz/7sz87N9z7+8Y/ji1/8oqmkKSIiIiLSCprTaE6zkjlNvb//+7/HG2+8Mff397///RgYGGjSq1RE7kdhFZEVGBsbM212LC7SdXR0LHj9a9euzfv7Aw88sOjf7fWvXr067+tsscPLUn9OK73jHe94y9fYcsj9uAwNDeEjH/nIgrfBdkB37tyZF3pZC+6gCnV2dmLXrl1zLX9u3Lgx973u7m6zGEvuFlBW/dd4ffrFX/xF83iwdBxLYrM9koiIiIjIWtGcRnOa5c5p6OmnnzYXN86dfuqnfsoE9P/Tf/pPc1/nRgaFVURERESkVTSn0ZxmJXOaer/+678+7+9207GItEewTT9HRNogm8227XHeunWr7465GQ4dOjSvR7utvmLdvn274fVthRwmet/73veaZK69uMMw/H/7dRERERGRjUZzGu/Oae7nXe9617y/M6wvIiIiIrLRaE7jnzkNr/exj31s7u/PPvssHn300aYfr4gsTGEVkRXo7++fV0mFJcLcFUXqcaeZ2+nTp+f9/dSpUw2vv3v37nlfZ7sghh0WurCySbsEg8GGj4u7FdJzzz236PHycvz4cay1+ueDz6U7QMLS1tYzzzwz9/88/ldffXXev2XrJovVU06cODHv+yyLzcS3++JujeT+voiIiIhIq2hOoznNSuY05XJ5yZU+u7q6mviKFRERERGZT3MazWlWep7G+s3f/M15cxxVVRFpP4VVRFaArVy+9mu/dl5y81/9q3+FTCYz9zV+wP3RH/2R+X9W0nD7uZ/7ubl0LROfDKG42dvmB+jg4ODc1//rf/2veP31199yPAzL/MiP/IjpC77Wj8tXf/VXz/39c5/7HP7wD//wLde7desWfvVXf9U8Dl7wwQ9+cF5g5Rd+4ReQz+cb7hBkf3a3X/mVX5nrf/jKK6/gM5/5zNz3vuEbvgE9PT0tPnoRERERkeXTnGbhx0VzmoXnNGwHy7kc58Bub775Jn7+539+3tfUAkhEREREWklzmoUfF81p7n+eplQq4bd+67fm/r59+3a8733va8lrVUQW4YjIirzxxhtOPB5nSmHu0t/f77znPe9xvuZrvsYZGBhwuru7zXUrlYpz4sSJedfdunWrud7OnTvnff3YsWNOsVic+zm/8Ru/Me/7gUDAefzxx51v+qZvcp577jln8+bNc9/73d/93XnH+M53vnPue7t3717VM/2BD3xg3nEs5NVXX3Wi0ei86x48eND5+q//enN/9+/fb+4Dv87bdPuZn/mZef/uypUrb7l93g/7fd6/lfjMZz4z7+fwkkwmnXe/+93Ogw8+OO/r4XDYPNdu3/Vd3/WW5+y9732vk0gk5r7Gx+D06dNLOh73fVrt8yQiIiIislSa0zSmOc3Ccxo7d+E8iXPcb/zGb3SeeOIJJxQKzZsjHT9+3CmVSvplFBEREZGW0pymMc1p7n+e5oMf/OC8OczP/dzPtfS1KiKNhRcLsojIwh588EH86Z/+qam0MTU1Zb7G1i3/+3//77nrdHd3z7XMYdWTr/u6r8PJkyfN1+7cuWMubgcPHsSf//mfm7Jk1r/+1/8aN2/exC/90i/Ntc55+eWXF0zMrrVHHnkEH/rQh/CBD3xgrjXShQsXzMWLx0vf/u3fjo9+9KP49Kc//Zbv8XHnc11fGo5tglg5hliVxV2ZJRaLmao6R48ebcPRi4iIiIisjOY0jWlOs/CcJhAIzFUSZWltd3lt68iRI/iLv/gLhMNachIRERGR1tKcpjHNae5/nubXf/3X5/4/Go3i+7//+1v0KhWRxagNkMgqsHzYmTNn8JM/+ZN4/PHHTTiFC3KbN2825ZF//Md/fO66O3bswJe+9CX8xm/8hmkr09fXZ67b29uLZ599Fv/xP/5H00Zm//79b/k5bEvDf/u93/u9OHz4MFKplPm3AwMDeOaZZ/BDP/RD+PznP49/9s/+mSeez2/91m81j8uP/diPzT0uDKawZ/lDDz2Ef/Ev/gU+/OEP47//9/8OL2DbpRdffNE8n3w+EokEnnrqKXzkIx8xj209Pv4MJf2P//E/8Pa3v92UkONgZs+ePfi+7/s+05aJj4GIiIiIiNdpTtOY5jSN5zSf/exn8cu//Mv4+q//ejP/icfjZm7K9rXvec978N/+238z/eL5PRERERGRdtCcpjHNaRY+T8M5ywsvvDBvQ/OmTZta9AoVkcUEWF5l0WuIiIiIiIiIiIiIiIiIiIiIiDSJKquIiIiIiIiIiIiIiIiIiIiISNsorCIiIiIiIiIiIiIiIiIiIiIibaOwisgGdeDAAdNb/H6X7/3e74XX/ft//++XdF94ERERERGR9UFzGhERERER8TPNaURko9OZW5ENqlwuo1Kp3Pd6S7nOWqtWq744ThERERERaR7NaURERERExM80pxGRjS7gOI6z1gchIiIiIiIiIiIiIiIiIiIiIhuD2gCJiIiIiIiIiIiIiIiIiIiISNsorCIiIiIiIiIiIiIiIiIiIiIibaOwioiIiIiIiIiIiIiIiIiIiIi0jcIqIiIiIiIiIiIiIiIiIiIiItI2CquIiIiIiIiIiIiIiIiIiIiISNsorCIiIiIiIiIiIiIiIiIiIiIibaOwioiIiIiIiIiIiIiIiIiIiIi0jcIqIiIiIiIiIiIiIiIiIiIiItI2CquIiIiIiIiIiIiIiIiIiIiISNsorCIiIiIiIiIiIiIiIiIiIiIibaOwioiIiIiIiIiIiIiIiIiIiIi0jcIqIiIiIiIiIiIiIiIiIiIiItI2CquIiIiIiIiIiIiIiIiIiIiISNsorCIiIiIiIiIiIiIiIiIiIiIibaOwioiIiIiIiIiIiIiIiIiIiIi0jcIqIiIiIiIiIiIiIiIiIiIiItI2CquIiIiIiIiIiIiIiIiIiIiISNsorCIiIiIiIiIiIiIiIiIiIiIibaOwioiIiIiIiIiIiIiIiIiIiIi0jcIqIiIiIiIiIiIiIiIiIiIiItI2CquIiIiIiIiIiIiIiIiIiIiISNsorCIiIiIiIiIiIiIiIiIiIiIibaOwioiIiIiIiIiIiIiIiIiIiIi0jcIqIiIiIiIiIiIiIiIiIiIiItI2CquIiIiIiIiIiIiIiIiIiIiISNsorCIiIiIiIiIiIiIiIiIiIiIibaOwioiIiIiIiIiIiIiIiIiIiIi0jcIqIiIiIiIiIiIiIiIiIiIiItI2CquIiIiIiIiIiIiIiIiIiIiISNsorCIiIiIiIiIiIiIiIiIiIiIibaOwioiIiIiIiIiIiIiIiIiIiIi0jcIqIiIiIiIiIiIiIiIiIiIiItI2CquIiIiIiIiIiIiIiIiIiIiISNsorCIiIiIiIiIiIiIiIiIiIiIibaOwioiIiIiIiIiIiIiIiIiIiIi0jcIqIiIiIiIiIiIiIiIiIiIiItI2CquIiIiIiIiIiIiIiIiIiIiISNsorCIiIiIiIiIiIiIiIiIiIiIibaOwioiIiIiIiIiIiIiIiIiIiIi0jcIqIiIiIiIiIiIiIiIiIiIiItI2CquIiIiIiIiIiIiIiIiIiIiISNsorCIiIiIiIiIiIiIiIiIiIiIibaOwioiIiIiIiIiIiIiIiIiIiIi0jcIqIh7jOI65iIiIiIiI+JHmMyIiIiIi4mea04iItEe4TT9HRJagWq2iUCigWCwiEokgHA4jFAohGAwiEAjoMRQREREREU8v6JbLZeTzefN395xG8xkREREREfHDORqen+F5Gp2jERFpvYCjeKDImuOvYaVSQalUMou7/NMu5vJPLu5ykde90KvFXhERERER8dKiLucyvHBxl38nzlsYvuc8hou9/FPhFRERERER8do5Gs5h7DkahlUWO0ejDcYiIs2hsIqIBwZBHAAxrEL8kxcOdmxLIA6S+KcNqSi8IiIiIiIiXlvUtXth+P/EuYt7PmPnNJzruBd6FV4RERERERGvnKPh3xnA5zzFzmPcF85n6uc0Cq+IiKyMwioiHlnUtUEUOyji4KbRv1kovOLepdjo34qIiIiIiLRyUdfuPOTCrvvv7uuTwisiIiIiIuIF9hyNPSfDOQz/34ZVFjtHYzUK5Cu8IiKyNAqriKxhL3dezC+iq63PYmGVpYZX6ncpKrwiIiIiIiKtXtS1c5SFwiqN5jP2tlR5RURERERE2oXzD85leI6G8xH3nGaxsMpSwyu2Or79030OSERE7lFYRWSNFnXt4KU+SGJDLCsJmNSHV+ztK7wiIiIiIiKtXtRdblil0W275zT236ttkIiIiIiItLJCpHvuspywynKq47vP0yi8IiJSo7CKyBq0/Wm0qNuMsMpCP9MOkPizJyYmsGPHDlVeERERERGRpi7qrjas0ujn1e9UnJqaMnOZ/v7+uQVfldgWEREREZGl4Fzmfudo+L1CobCisMpSNhgPDQ1h27ZtiMfjqo4vIhteeMM/AiJrsKjbrsVUm9i1crkcLl++jM2bN5vjsddxJ3ptSToRERERERGLi6sMoSy2qNts7jAM5yqcVw0PDyMWiyGVSs1dh8cTiUTUH15ERERERBriXMJuFKb7zWmaNd+xcxq7OZnniC5cuGDC97aaZP05Gl6asZlZRMQPFFYRWaNe7gtp5aKvvW0OeuqrvXDh2Q6aOBjiYq8dGCm8IiIiIiKysdv+cM7A/1/LKiZ2vsI/OV9xV17J5/Nz16kvsa3KKyIiIiIiGxfPgTCksliFyHaxIRR7DsZdFd9WqGzUBlXhFRFZrxRWEdkAi7oWf74tNdeo8spC4ZX6gdFa3w8REREREWn/oq4X5jRk5zSNKq/YOY3CKyIiIiIiG5v7fAf/fy1DKkutvFIfXlHlFRFZ7xRWEVlHbX9Wyx1esQvAttw3ezQqvCIiIiIisv55eVH3fqW6FwqvcD7DAAvnZvWBfL/M10REREREZGXnaLwyp7HH4N5UfL/wip2b8WKv457P8E8v3DcRkZVQWEWkyWw1lZX2crcLqq2y1Nt2L/K6/53CKyIiIiIiG6eX+0oWdesrOq7lnMZ97HauxTkbL+5Avm2Dahd6tdgrIiIiIuJPNtzBMb/fg+lLrY5f3wrVz/dZRDYWhVVEWrSo68VB0GqOZ7HwChd5F+un6LXHQUREREREFl/Ude/mW09zmkYltnl/OY+z32+00Ks5jYiIiIiIt7nH9ivdTNwOqwn3Lye8YgP5OkcjIl6msIpIE9jBAP8kLy9mNmuHozu84i6xzUt9eMW9S9GrA0QRERERkY3KL4u6rZjTNAqv8HHg/G6h8IoXQzwiIiIiIhtZfdsfr89pmmWp4RVtMBYRr1JYRWQV3B/8fljUbeWxLdQfnhf2hrfXseEV9YcXEREREVl7flvUbcecZinhFfcuRYVXRERERETWDs/NMJjhh3M0rW6b6g6vuKvj8/Fxt0FVeEVEvEJhFZENsqhrtbJ3vJvCKyIiIiIi3ua3Rd21mtMsFF6hRgu9Cq+IiIiIiLSvQiTH5vx/P81p2sG9ubhReMVdHV/hFRFZKwqriKyyl7ufBkBreZxLDa80KrHtl8dXRERERMQPtKjb3PCKLbFNCq+IiIiIiLTnHA1D5H7bTNzuAP79wiv2wqor7jmNu5IkL356bEXEXxRWEVnBou7ly5fN/+/evVsf0k0Or3CQacMrHBTVL/b6bdApIiIiIuIlNlzxpS99CQ888AASiYSvxtetLJndjPCK3dhgK6/w++75DP/00+MtIiIiIuIldsx9+/ZtjI2N4ciRI74bX3vleFUdX0S8QGEVkRW0/clms+bvrRhUtLoHu1cWdpc6MOLj/fzzz+ORRx5BMplUeEVEREREZIVsiWwu7k5OTpo/vbJQuhxentPYXYruhfRbt25heHgYx48fnxdesQEWPz4HIiIiIiLtZlty8sJKINPT074dS3txTrNYeIWbHbZt24bBwcG5yivaYCwizaCwisgyF3VttQ9bXs6PWhW0adUuRXe7Jf4/LxyMutsGuXcpev2+iYiIiIis1aIu2bG1FxdI78dPY307X7GPNf/fVl5hiW073+HX3WW2/XQfRURERETawY6jeW6gPiTuN34Z77vPtXA+Y8+N8f9tdXz3ORqFV0RkJRRWEVnioq79MLYLirass5/4ZRDUiH3c6/vD87nhc2EHTvUDI4VXRERERGQjs4u6/JPs+LjVYZVWBuT9GLJZrPJKfXjFPZ9ReEVERERENjJbfZ3nAexmYjufsXMcP/LbnMbO7+z5GXflFT4PNrxiz+EovCIiS6WwisgC+AHLAZCtoGIHQdTKhd12BEr8UFllJf3hFwqvuHcp2uuLiIiIiKxn7iCEe1HX8nNlFT8e9/3CK/Y+8blicMVWklR4RUREREQ2Ko6RbTWVdp6jaTW/n5u5X9sgzmk4n2GAReEVEbkfhVVEFlnUtaGO+sGDXwdC62UQtJrwSv0uRYVXRERERGQjLer6fU6zXrkXeUnhFRERERHZyGyIu1Hwnmw7GvGO+nNp9hwN56W8uAP5doMxz9WoOr7Ixqawisgii7oLfUi2emF3PYdK1jq8YktsU6NdigqviIiIiMh66eXeaFHX72EVP86VVvI4LxZe4SLvYnMaPz5GIiIiIiJkww12M/FCcxq/zmf8fuzNOEdj2zq5q+O75zQKr4hsLAqriCxzUdfPgwl7n/x47K0Or6jyioiIiIisx17uC+H3/drjfaPOZ8gGUux8hpf68Ip7l+L9XgciIiIiIn6qEOn3czQb2VKr43MuY+c02mAssv4prCIb3nIXdUkDofU5MLKBJV7sddyJXluSTkRERETEr4u6fp/TaDy+eH94Xtgb3l7HhlfsnEbhFRERERHxIltNZSOco/HzsTeTwisiQgqryIa2kkXd9TCY8Nuxt+N4bWLX/TNteMVWXuHro1FJOhERERERvyzqroc5jV+P2wvhlfr5jMIrIiIiIrKWbGUNXjbSORpZfnhloTao9voi4k8Kq8iGxcVchhCWu6jr54GQghWtCa+4S9LpMRYRERGRdi/qLtbLfb3NaWR14RXOaRReEREREREvsOvttj3pckIHfp/P+PHY233uY6HwivscTX11fIVXRPxHYRXZsG1/+IG2kkVdv/d39+tAyC/hlfqBkcIrIiIiItJsHIcypLLcCpHtWNx1hyRawe+L0l4MrxQKBRNg4euofk6jyisiIiIi0mzutfWVbCZux7yg1XMaaU54xb6ObOWV+vAK/9TjLeJtCqvIhrLStj/rZYHUzx/KXjt2d3jFvhZstR4u9tLExAQGBwcRi8UUXhERERGRVXMvxvH/VxMM0Zymvbw4n3Efkw2vcK7MC+c0vDAU1dfXp/CKiIiIiHjuHE2rNxTbOVerbltav8F4amoKXV1dSCaTc3Mar83NRDY6hVVkQ2jmoq6fF3YtPx+7F7l3KLpfb2+++Saeeuops8CryisiIiIi0sxF3Y08p/Hrcfttl+LY2JgJ4HNh137f7k50L/RqsVdERERElsKeo+GcZrUV/PjvWzkvaGVQRePn9oVXzp8/j/379899n68bXicSiWiDsYhHKKwiG6qXOzVjMc2vC7saBLXvcbaPNQc9XMi1OxW5O5GpXlLbIBERERFp96Kue8yqOY0s9vqwi7mc09j5DOfVfC0qvCIiIiIiS2Ur+HEsudK2P+tlPmP57dj9drxkX2M8P2PnNPWVV3SORmTtKawi65q77yHZXWKrpYGQLGfwtlB/eBte4cW9EKz+8CIiIiLSqkVdi7fVqrLZrQ7J+3Gh1I/cu0kbVV5ZKLzi3qXYrDm4iIiIiGzstj/r6RyNNhWv3ZzGXR2fOCdmcMV9jsZdSVJtg0RaT2EVWZfcCclmL+r6eSCkQVD72NdHo8d8sfBKPp+fu47CKyIiIiIbV6sWdf0+p5H2Wez1sdTwSv1Cr8IrIiIiIhsH5zI6R9OY5mJry31+xv18KLwi0n4Kq8i60+pFXeLttWoXIo99cnIS3d3d8/rriT8t5bW31PBKfX/4Vry2RURERGTt2QWyVgTv2xFWmZmZMcfe0dHRkrmY3/h1Idq9C/F+Fgqv2BLb1GiXosIrIiIiIuuPDTHz0spzNHbM2ezb5lyG52g4n4lGo2g2P85p/Gqpr49G4RV3dfzF5jR6PkVWR2EVWVda0cu9nQu7HAC99tpr5j7w9ru6utDb24u+vj50dnaueiHPPh5+XSz1k9U8xguFV/j6tuEVvhbqB0YKr4iIiIisj7Y/dj7gtzkNb+/ixYu4cuWK+X+2g7HzGf4Zj8eb9nOkPVb6+msUXqnvD6/KKyIiIiLrD8d8DKnYzcTute5mcp/raObtZ7NZvP7660in0+Y+8LyMnc80c4Ox5jTtsdLXx2IbjBlecbcNsm1QeZ5G52hElk9hFVkX2rmoS7z9Zg4meFtXr141C7v79+/H1q1bzYfd+Pg4JiYmcPPmTTPI6+npMYMiXlazS9FvAyG/He/92gA1M7zC1wkDLAqviIiIiKyvRd1Wz2maHVbhmPSNN94wfz7++OOIxWKmwgrnM7du3cLZs2dNWMXOZ3hZyS5F7Vprn2a+Ptz94evDK7zY67jD+PxTz7eIiIiIP7jHdzYg0Or5jP25zXL37l2cPHnSnJ95+OGHzfyM8xlezpw5Y0LXDKzY+Qw3G69kg7HGuO3VynM09dXxbXhFG4xFlk5hFfG9drT9aeXCLgc4HABxIfeJJ54wAxx+LZlMmsuOHTvMz2KS1w6MuFOR95PhFZvqTSQSyypnJu3RqtS4+3btoIi/A7wslOpt9QRBRERERLy/qNuKOc3o6KgJqvT39+Oxxx6bG5tyrsILcaGXlSQ5n7l27RpOnTqFVCo1N5/h3IZj1vUaZvfjOLwVJdWXEl6xlVc4n+F17JxGJbZFRERE/HGOph1zGncFv9XiOPTcuXMmZP/AAw9gy5YtZkzK8SeDK7zw5+RyublzNHaDMcMrdk6znA3GmtO0R6se56WGV+y5GYVXRBamsIr4mq2m0spe7q1c2OWghiXlGFB529veZnYW8r40+nksN8fLrl27zHUYbmHlFaZ9z58/b/6te5dis0psy8q0c7C5UH94/n7wpID9fv3ASOEVEREREW/1cm/n+Iw/p9HcYzn47y9dumSqRB49ehTbt283t2srZbhxDDowMGAuxMVfG165cOGCWdDjfMfOZxYqse3H0IeftfP1uJTwivrDi4iIiHiLHbNxLbrd52iasQ7Ptj+vvfaa+f9nnnnGBOob3SZ/nt1gzHkPr5PJZMx8hudpuMGY13Gfo+F1Gz0emtOsjwD+Uqvj2/CKquOLNKawiqyLRd1294FbbVjF3fbn4MGD2L1797KOn/eXi7e87N271wwEp6amGpbYZqqXuxRtie1W9KaX1rYBalZ4hb8vnDi4wyvuXYorKVkoIiIiIqtf1HWP3dplta1NueDG4D2DBE8//bQJmiwH5yebNm0yF3t7C5XY5pyGt9/M3ZPinYXd+4VX7PPN3xm+LtyVJBVeEREREVkb7s2S7d5M3KywytDQEN58801s27YNR44cWdacjD+flVR42blz59wGY85nRkZGzLkfjlXd4RVWx5f2W8tzNI3CK5zPcP6r8IpIjcIq4ttFXbsLcC2qQ6wm8GHb/rCtD9v+MEiyWvywW6jENhO9TPhy0MQBkQ0t+I3f0sZrGVapp/CKiIiIiHes9aJuM+Y0XHxl25/BwUGcOHHiLe17VnJ/GLZvVGKbuxRtiW3OnTj34WO3lkGKjcIroSD3Ii8pvCIiIiLirbY/azGnWU1YhcfNtj+3b9/G8ePHTduf1XJvMN6zZ4/5GdPT02ZOw5/Dn2c3GNtNpbKx5jTu3xF3dXxe3IF8u8GY82xVx5eNQGEV8Q13GeC1XNRdzS7E+rY//NBphUYltu0uRR73yy+/bI7hfiW2ZXW8unh+v/AKSx8y4MRyhrZlkCqviIiIiKyPRd3VhFU4D+MOwWvXrpm2Pzt27GjZsdWX2GbYn/MZ7n7k/z///PMmvGIrr3CXolfH337mxcd0sfAKF3k5/x0eHjbVeDjXdc9pvHh/RERERPzEVrtb63M0Kw2rcN2b52iI52g452gFjj3t+Zd9+/bN22DMMSur49+4cWNedfz6TQDSHF6cAyx0jsZubOGFcxp2ZXBXk1R4RdYjvfOJL3hpUXcl/d15/Kxwwn7uK2n7s1ossb1582ZzuXv3Lh588EEzIOIuxdOnT5sPPltimxd3iW3xd2J3JQMjhlXu3LljSrLb/vC81JfY1mtERERExH+LuisNq9i2P5yXsZc7Kze281g5R+GFgX/uTDxw4IBZ6OUCHgM0/Lq7xDZ3LcrGmNO4wyu2xDZfIww68XXA3zuq36Xohd9DEREREb+wJ9I5H+D/r/VYyv7s5Zyn4Zr3qVOnzDjx8OHDbV3fdm8wnpqaMhUlOTblnIbzGVaW5HzHqxuM/TI38Otx15+j4fybm0T4WuXvnP2+ncvY8zQ6RyPrgcIq4nm2msrnPvc50zanVUnXVi3scmGMJbKZ2H3yySfNIGOtMbzCtK4tsc1wgq28cv36dfM1u0uRFy5EaxFvefxeltz2f6+vamTLE9aHV2xJOhERERFpvKjLcfbo6CgeeughT4ybljOnsW1/GGY+duzYfRdNW3n/7G3Xl9jmgi/nM7du3TK7FG2JbXvhHEg2xpzGvrb5OuUJALtLkRcu+trr2PCKe6HXj/dXREREpNW4NswNry+99BJ27dpl2oH6aU7D+QLnCAyrcCMvN/WuJbu2zvkVL8Rxqj1Hc+bMGXNeyW4w5rkcbTDeWHMae9zuczTu6vju8IoN5Cu8In6lsIr4ppc7K4F4JQW51EEQK5dw9yGDH8tp+2NvvxUfovW3yb+nUilzYRlvd4ltXlgRhot27oVeldhe2WPtF/WvPTvocX/fhlcaVV5xl6QTERER2cjcFSLtnMYrY6SlzGl4zBcuXDBBG4ZUuKvLizj25AIuL+Qusc3daNw9yQC+nc+0u8S2V+axK+GV1+tq5jTuUtm28orCKyIiIiJLG1PZdWD+v60U6ZUxIs9b3G+szU3Er732mrluK9v+LFf9cTNsz83FdoMxK63YczQ3b940j7s2GK+MV16vqz1H06htkA2vuDcgqzq++I3CKuKbtj+8LKek21ou7PJ7ly9fNpdDhw6ZtPFyPhBbnfZc7NjdJbZ53HzMp6enzaCILYTOnz9vdiWqxPbKH2Ovu9+EYynhFf6+1qd6/TgoFBEREVkpWyLbtv2xJ8m94n6tTbk4yuA9F7/a3fZntSEbd4lt4hjVLvQyfMNdi14use0VXnq9Ltdic+qlhlcaldjWnEZEREQ2CnsinBeya75eOUezlLkBW0MyuL5z505znsYrLVPuN6bk9xmq4YUbBhptMOZ13OdoeF2NVdfPnOZ+5wgXCq/YczSk8Ir4hcIq4vlFXfduKK98sNhjavSBwd2SLJHNxV2vtP1xW+6Ahc8BE7u87N279y0ltlmSjgMh9y5Fldhe2WPtFcsNSy01vFKf6vXr4yMiIiKynEVdO6fx2sIuj8fuwKo3PDyMkydPmvLYR48e9VSQYyVjSM5PeF9suW93ie3Tp0+b56qrq8tUZuGcRiW2/V0ye7nHvlB4hb+vNrxiN9AovCIiIiIbgV3b5bkA9wnxpVQyaaeFzhnxuHnegptvH3744blWO16ynMex0QbjmZkZM59hy9aLFy+aTaPaYNz4MfbjnIbHvpxwVaPwiv09tvN+d3V8G8z342Mj64/CKuLJRV37Rux+o/TS4u5CYZWxsTETVOGg4NFHH21raenlWM2AslGJbXeil2X1mlli20uD341w3CsZCC0WXrGPA393GVyxpe8VXhEREZH1yC4G2XmL+yS4HxZ2edyspHjjxg088MAD2LZt24pu257sb5XV3nZ9ie1sNjs3p2HLI35NJbZr/Lp4aTe/rMRC4RWe9OBloTmNKq+IiIiI39kxD9f86zcTe+0czUJzGlYgYdsfjs/Y9ieRSDTttr0yxubzwE3SvOzZs+ctG4zPnj1r5jzu8MpG3GDs57DKatttLWWDsTu8Yuc0fnysxP+8eSZdNhy+SXIA5G77U/+m6NWwiv3z0qVLJqxx+PBhU1bOq2/qzT4ufogNDg6ay2Iltu0uRe5YXMnOTK8+nutxF2Iz+466F3lJ4RURERFZj9wLP40WdZfSdqfd6hdfWRmSi7o8Ri7qplIpbAR8HHhfedmxY0fDEtt8Pt0LvVzwXu542Y9zAy+Fq9ZyPrZQie368IrdnejepejH511EREQ2JttCZLFzNF6f09i2P6w+cvDgQc+0/Wn1WLvRBuPJyUkzn7l27Zp5TJqxwdivY1s/Hnezzy8ttTo+r8MqPaqOL+2ksIqsKfcbon3zXayvtFcWy9yLVO62P0899ZQJY2xk9SW2+bjYhV4OFjlQYuLXDozWc4ltPw6CWh20aRResRf+Li3WT9Gvj6eIiIisb0tZ1LVf9+rCLstjs+0PK40cOXLEU21/6rV6TLhQie3x8XHzOLHyDOc8G6HEtp8D+K2e0zQKr3Cuy/cC+30bWnHvUvTr4ykiIiLrm62KvVDw3vJqtUjOxdjek+1Mvdr2x63VY0KOPwcGBsyF+NwyvMI5jXuDsZ3P8HyNl+eAK+Wl12q7q983K7yiczTSDgqriGcWde+3cOOlxV17nKOjo2YQ1N/f37S2P+1YfG3nhzR3HfLCEuILldh2L/RyR+N6WMDz+0CoXc/BQiW2bXjFXWLbJnr5e6YS2yIiIuK1Xu73G594KXzv3hXJXu43b97E8ePHTVjFD9r5OLpLbO/du7dhiW3Od9y7FNdTiW2/zs1avbi70vCKe5fiet20ISIiIv5hgx52M/FS5jReOUdjjyeTyZjKIVwzXk3bn/U8p+H8hAEeG+JhWMWeo+F8kM8/N2FzPsPqLOtlg7Gf2wC1e+OAO7yi6vjSbgqriOcXdb2a2iXuPuTOQ5aLbnZJro1WYntsbMy0UuIH4nrYpej3XYhrNRhdLLzCQbS9jg2vqD+8iIiIeLGXu9fD98T5GMfgyWTSV21/1nqMvVCJbe5SZMsgLpbXl9j2K6/Nv9eqtelyKbwiIiIi66lCpJfP0diKKrt37/Z82x8vzWl4zoUbFXjh82mr43NOw40MHEtzHmPnNJzf+NlaP95+nM+QwivSLgqriOcXdb2W2uUJ89dff938P6up2FJqfuKVAWWjEtvT09NmYOQusU0s4cfkbywWgx/4PazilWNfanilvsS2Kq+IiIiIlxZ17fW8MJ+hoaEhXL161Yyt2crUbyWfvTKfWajEtt2laEts83Hma4Rf445FvzzeXpoX+PnY7xdeoUYltv1yskVERET8x1ZTWe45Gq/MaTiOYkiFY+8DBw6Yi994ZU7D554bGHjZvn37vA3GvDCQb593dhqwlfS9Mtb2w2O8HuYzC4VXWBmfv4ektkGyUgqriOcXdb00EOKH8RtvvGEWIvlB7Zfdh14uP17/HDOxy4stsc1digwH3blzxyz2ctDkrrzC6hqyflK7Kw2v8JhteIWvlc2bN5vXisIrIiIi4oVFXa+Mw3ncbFtz+/Zt06aTC0t+CU5YXh2nWgzbcyzKC3GX4uXLl828huXJubDOlkJ2PuP1Ettef7z9sLi71PCK7Q/P1wwr9PB3VOEVERERaSYbmOWFVjKnWetzNDMzM3jttdfMuJvnZxgG9xuvjlMX2mDMx5znxdgOlWvvPCfjh+r4agPUGu7zM/UbjLnGwMvIyIh5DfFcn91orA3GshCFVaQt+IHGRZeVLOp6YSDEn3vx4kVcu3YNR48eNQlTfiiv9WLzemdLbNPDDz9sXjtc5LWJ3jfffHOuxDavx0Vffuh5gZcXR73cBqgZ4RW+NuwgiAEW3pf6VK8GRiIiIrLSRd2l9HL3Yvg+m82aRV1i2x+WeOacphVaPQ720zyMuw45T2HQ6cEHHzTPg92leP36dXNfOHblfIbzGi64e2Ue4dc5jV0o9cux14dXuEmGgbLBwcG5yiv8vns+wz/9cv9ERETEGzgXscF7Wsn671rOaTi+u3XrFs6cOWPa/rCayosvvuiruYEf8TnnfIYBlf3795u5C0MrnM/w+eBmCIZV7HyG37fV8r3Cj+Nmv5+j4XyG51FtkMnOd/g60jkaqeeNs7qy7tv+cBC00kXdte6HaNv+MGzz9NNPmzSgPZ61ThFvhA9m93PODzIu2PHiLrHNhfZz586ZxCaT1DbRy0HUWn2g+2lx1M8DoYVCbXYh1y5U832IF75G3AMj90KvX58vERERaS2OLRhSWWmFSC9UVmHbHwa9WanhyJEj5j5wHO3HhV0/jtncO/oYRuFlx44d80psc07DCix8bty7FNeyxLYfXx/u4/brnMbOx+xGDFtJ0lZesXMXO+exi71+/N0QERGR1nOPJVazmZj4b+28aC3a/jDU++ijj8614PRC9cqV8OtxuzcY203GfG7cG4xZIdBuMLbhlbXaYOzXx9jr1e+X+vrm885zMO7KK7Y6vsIr4qawini27U+9tQiHsFQVy5tt2rQJJ06cmPeh6tcBhV+Pe6kltu0uRSY33SW2OXjiIKmdC5Z+HUz4eSBkBz32eV6oxDbfl/j6sN+3oRX3Qq9fHwMRERFp/qKuDSKvdj7T7ooPHPMw1M2x8fHjx7Fly5a2zAtUWWXlJbanp6fNfObu3bs4f/68mfPYhV7OaWKxWNuP0W/8XO6b7Ekky85XrEbhFV6f17GBfIVXREREpBXnaNai+r1t+8NxMCtEulvOtPp4/LwhtV24ns7wkA0Q2Q3GvFy4cMGEEzjfcW8wbncrWj8+h35/7bnnNI0qrzQKr9Sfo1F1/I1DYRXx/KLuWoQsePz8IGVZ5mPHjplyVWt5PLI03HXIC3eM8rlpVGLbvUuxlSW2/fza8PNA6H5lLBcKrzC4wveshcIrft2VKSIiIs1Z1G3GnMaOJzheacfiHHe0sUIkj5uLuslkcl3MZ/w6Tl3qa4Q7D3nZu3evef25S2yz5DmfR/echuGEVvHj62M9hlXqucMr9r42Cq+45zMKr4iIiGw8dnzAMWWzTvq2s/o9f87NmzdNm5k9e/aYtj/198Gvcxry63Evd4Mxwwj2HA2r47g3GPPCIEur1t79/Bj7ufr9/TZELxRe4b9hZXy+Znjf6+c0Cq+sXwqrSMt6uVMzqxO0q7KKbfvDgdwzzzxjqnE0ooGQtzUqsc0UNgdFY2NjuHTpkvmAa1WJbT8HPvw8EFpuz9XlhFfcuxT9+viIiIjI2izqkr2ddiyY3blzx7T94Tj48OHDDccurZ7PtHIs7OdFx9WU2Obr0l1im89xK0ts+3VO4/c2QPcLq7i5F3nrwysMrrjboCq8IiIisjG4q0qvtu3PWlVW4bGfOnXKrOM/9thj6O/vX/PwTDP5cYy9UqyEs3XrVnNZaIMx5zG2kmQzNxj7OcTu5+r3y92kU38e2V0dn5eF5jQKr6wfCqtI07j7HrZiYagdAyHb9oepz6NHjy76ZurXsIpfP+BWe9z8911dXeaye/fuhiW2WUrQHV5ZbYltvz7Wfl2UbsbC9P3CK/a26xd6/boQLiIiIu1Z1K2vrNIqPH7uPBwaGsJDDz00t5ttoePx43zGr5rxWmJ4enBw0FzqS2xzPsNFPM537HyG/7/aKj5+nBfY3zE/Hvtywyr1FF4RERHZ2Jrd9mctNhRzzZ5tf7ix9Nlnn110jd6v52jIj8fdjHM09RuM0+n03JyGgXy+xpq1wdjv5zn8euyrDdssdI7GrtfUV8e3fzazeIK0l8Iq0tS2P61Y1G3HYqq77c8DDzxg2sjcjwZC66/Ett2leOPGDVOSbjUltv042FwPA6FmL0wvNDCyJbZJ4RURERH/a/Wirr1NatXiLhf5WCGSP4dtf7io57V+883g53lYq0ts53K5uYXe27dvzyuxzV2KrMKynBCEXx9nP++gXG1YZSnhFXthuGmxOY1fHz8REZGNinMZP5+j4e1yXf7cuXNmvX7//v33vQ9+nRtonHXvcWAbIF527dplXrusjj8+Pj63wZhzHnt+hnOa5W4w9utj7edzNK2Y0yy1Or57TqPwin8orCKeX9RtdWqXC3pc1OUb22Jtf+ppILS+8MOL5QRtScFGJbY5aLIDIy763q/Etl8HE34uMdfKydhCAyMb1rOVV/h996DIpnpFRETEm2y7jHaMI6gVi6kMJrBM9s6dO3Ho0KElLQppPrP+MKDECzdfLFRi2x3Gv1+Jbb8ukPo9rNLKtqwL9Ye34RV3iW1u1lCJbREREe+zJ215seOIVs5pWnGOhsfO9XeOWxdr+7Newirk1+NuJb52ed6FF7vBeGpqyrwubt26hTNnzszbYMyNyAyzrMfHuJVzgvUyp1lKeIVzGlXH9z6FVcRzvdzbORAaHh7GyZMnl9T2p9HxtOrDrtWDLD9/SLdLfYltLtrZhV6mu+tLbHMA5f7w9fNj7NdF6bUI2thBj+UOr/Cklx0YKbwiIiLiPbaMLD+3W72o26oAPo+fC3bcdfbwww9j06ZNS/63Wthd3xYqsc1dimNjY7h06ZIZx96vxLYf5wV+X9hdTn/3VoZX8vn83HUUXhEREfHuuIEnaNuxmdjefrPXvRlG4GZijkVZIXI5lTP8Oqfx4xh7LXB8ymoqvBBf6+6WQZlMxmw+d4dX3BuM/Xyew+/H3szKKqsNr5Cq43ubwirii0Vd4s+xg67V4hslS4ixrNxS2/40Oh6/ls1ezFSuhJN3ZjCVK6M/FcHxrZ3oiOmtgoPkLVu2mMtiJbY5cOLAyM/VSfy8uNvOQdBKwys8vvpUr19fKyIiIn7V7kXdVgTwGTxgL3cuxi2l7c9GWdg11T9RRMkpmL9HEEUkENvw4y13ie3du3eb1+H09LSZz7hLbNv5DC9+fH2Qn+di9viX04J2LcIr9SW22/UeKiIiIm9dc7Qntdt1jqZZ8xkeN6v/cRy6b98+c1nuffDrnIYWO+5ssYLTd9MYzZTQEQ3h2JYO9CXXZnxoeeFx5tjTvcGY6+32HM2FCxfMeJXzHTun8fO6ezsD7K16razVeZqFwiv2HM1CbVD9ek5sPdAZaPFs2596/Fk2BbcaLIXMpC7f7Lmoy51mK+HngdBCLo9l8Ycv3cKtKS7sOggggN19CXzgye3Y1h1f68PzfIlt7lLkwOjatWtzoQkGopZSYttL/Ly4u9ZhlZWGV9QfXkREZH0v6jZ7JyJLIJ8+fdr09T548OCKxj/rcT5jqodUp5GtpuGgtogeQBCJYAqdwW7fjnFbga8Z7jzkxZbYtm1QOYfh64vXuXPnjvmTc5q1ClBspF2IXpvTLBRe4THa8AqPtX5Oo/CKiIhI+87RtHNO06zwPY+fbX84/jxx4sRc5Yy1Op5Gt9vKx3Sx2x7LFPGHX76Ni2NZcLrGy+bOKL79ka04vGll57LWK4bt2TWBl0YbjO35xKtXr5r5DIMsXhlnr+c5jf2d9Mpj3Si8cr/q+AqvtJfCKrJktppKq3u5t3IxlTvG2PZn69atOHLkyKqSiX5d3F3ouMvVKj76+hBuTxVwYCCJUDCActXBxZEM/vzNYfwfb9vp2w/HdpbY3rlzp3l8WYZuaGhorsQ2P+TqS2x7ld8HQl4ZBN0vvGJ/D3nMHBTZ/vAMPrH3Ji+qvCIiItKaXu72c7ndY57V7kTksbPtD9uZPvLII3M7yjbSfIYWOu6iUzBBlSCCCAVqvcsrTsV8LRqIIh5ItvlI/YPjzv7+fnMhzv1ffvll8zrh3IYnE1hi2+5SZFVJd4ltL/HzfMbrc5qFwitcL+KFARa7mYOvJYVXREREmsueYOXn7lqco2lG+J5tf1ghkmvpzz77rAkcrNR6nNP87bkxnBvJYn9/ApFQEFXHwdXxHD7+5l3831+xB7GwN8eJXtxgzHkz588zMzOmig+/5j5H4+UNxn6vfk9efWwX22BsA04MPnGzBgNOtqqkV+/PeuDNlQXx9KLuWu2QWc3CLv/duXPnzA5Etv1hWGW1/DwQauTGRN5cdvTETVCFQgGY8nJnTcm5IgY7lt4vsln8+BjztRGPx83AiCcR+PrjIJyJXu5M5GuRbYXcA6Pl9OJsNT8PhPx07O5FXvdrna+PHTt2YGBgQJVXREREmsQuPKz1Dp/VzCFs2x8umHBRl+PNtTqWtbTYXLTo5E1FFRtUIQZXSk4V+WoO8eDahFX8+DjzdcYFue3bt5tQFIPVdpcix6v8e1dX19x8huEVr4zD/TQn8FtYZSm7FNle6o033jCVbG0gn9+3bVDtQq8We0VERJbOhkN5jmatNhOv9hwN7wMrkrPtz4EDB0x1v9Xeh2ZVrmy3he53ulA27X8GUxETVDHXBbCpI4pr4zlTGf/o5o42H60/8THm+RmOPR988MFaFc502sxnuMH48uXLcxUk3RuMvTJG9Xv1e/LTnKY+vHLz5k0zf2ELXTufqW+F6tfnx4sUVpFlLequ5YLCSgdCtu0P32CeeeaZFbf9WQ+Lu9Wqg9uZKibuZHAwlDUtfuzzySoqlaqD8GxQZXimgMujWVN2rlRx8NHX7+L9J7ahK663jeXu5nMPeqhRiW1W0bC7FFmKey1LbPt5J6KfFnbr2cecj789OWDvExd5F+un6NfnS0REZKMs6q52TsOFEu4I40IJF3abMd7x68Jule194gGkK2nEg3GEA/fmJw7u3R/et1w1h4JTMNVVitUSwoEYUkHv7p7zGvfrg+H6LVu2mEujEtv8HWNghfMZzmu4A22tHmc/L+yulzmNXch1V17ha8SuKTVa6PXzcyYiItLOtj9rOadZadsd2/aHGzqfeOKJuXXyZhyP3+Y0PN6hmRKmimUUkzM4MJhCeDaYUuI5GsdBdPbvk9kSzg2lzbmamUIZH+6I4vue2Ymt3avbuLBRuF8bfK1wjsIL2+nydcyQNecz7MjAEBWr/NjzOJzTrOUGY7+fo/Hz+N6+z3GuwvM0jdoG6RxNc+msszTk/uXzwqLuSgcebMPCQRDLfrHtTzMXfPw2EJrIlvCHL9/CF88WEIyMou98Fg9u68R3zAZQOAAqlKv48o0psJLclbGc6YfIcVEqGsYXLo2b7//A23fNpXplcQv9zjQqsW3DK2wZxIAVB012YMTwympaVm2kxV0/L+xa9WU8bSDFLvTywvDKQrsUvfB+LSIi4gVeWtRdaViFJ3cZbB4dHV1125929XdvJQZUhjGCyJYwbhfuIBKIoC/Si65Q19zibqaSR94pooIKyighgOBcyGWsPAKEHXSEOtf4nvjHQr8z9SW2OYfhfGZ8fNyU2CbOY9aixLafF3bXw5zGzmcWqrxiq/fy/dkdXrFzGvWHFxERuce2D/fKOZqVBN657s3NxGwpycprq2n7085zNK14rPOlCj70pRv41OsTyJUd9F4o4uCmDnzgbbuwtSeOAEO+pQpeuT2NrlgYF0eyyJcriEdCpv3PydvT+M3nr+P/efde9CTWbrOrXyw2L+BrmfMVXljlh2NYWx3fbhbhBmN35ZV2bjD285zG7/MZex/sOTl35RX7fmPfm93naLTBeOUUVpG34C9bJpMxf3rpxOdyFnZ5vbNnz5odXsePH5/b/dVMrVrc5Q412yaG6U3uTlttUIHP5Z++egevXJ9CTyyAwZ4oquEIXrgygUQ0hF29cfzZG3dxYzJnyskxlMJNiZEQkIyG8dC2JDZ3xsxg6OzdjAm5yP0f86XiIIcnHuzJh7Uuse33gZBfj73RQGgp/eF5YW94ex0bXlF/eBER2ci40MS+1Pbkp1fGB8tZTOXxs+0PF3O5qLvatj+rOZbl4jyMu9Ps+JWLfKt9DgrVAoaLIyaEUs1XkQjGUXSKGC2NmVY/k+UZzJRnUHDyppIKAg7iwQgiQbY3DSEeSKDklDBTmUYq2NH214RXXoOtmBfwOgyj8MJ2lvx3fP3aEtsM5PP30L1Lka/nVj0mfp7PrIc2Rnz/XWgNQ+EVERGRpbHrfTwZyjmNV87RLOeciLvtz8GDB7Fnz56m34dWzWkYquX5Jd42N5w2qxL6X5+8i0+dGUUiEsCWzggSnXGcvD2F3//idXz1A4P4oy/dxNmhNC6MZpArVuEEgFQyilIVeGBLB45t7sD54TS+fH0K7zk8gHbzwmuwVcfM8SvnKbzs379/3gbjK1eumE3xDFzZ+QzP0djK6K3g5zmBn4+9UQDfzX1+hhReaQ6FVWQeW02Fb7x8s923b59nHqGlDjy4o4uLusRFXS6MruXxLMfw8LDp7TwwMGAGokxv8vlYbTnlO9MFnBpKY1t3HLmpjPn3rKZS6ozh+UtjpvMh2/8kI0H0JsIYy5RMS6DuRBTRcAATuRL29CfM14amC4uGVUw/t6kCrk/lTT/FfX0JbOmMbbiB0GoWSJdSYtu9S7HZJbb9PJhYD6ndhQZC9RReEREReSvbboJzgs997nN4z3ve46lx5FIC+LwPt27dMnMBLuhyoawV45tWzGf42PO4GVTZunUrRkZGcPHiRbOwa+cz/HMl5ZTTlQzKThlRROaOPxaIIVvJ4W5xGAWnjEiQgd4IytUACk4RxWoZsSCvHzCVVdgyiLfBmivh2dtppOpUUUKtfVAwEEIUMQQD/h5jrsRKXx9mvtnVZS5sXeUusc3qpzxhwdeAe5diM0ts+3k+sx4C+MuZk90vvEKNdin6+fkVERFZymcpPwsvX75sNhU/9NBDnhkbLLWyCs9t8BwTx4DNbPvTjjkNj5nnl1hFkAFrBq+5Pm8rodugwnLHI6yq8sVL4+hNRhCr1CrMJaMh7B1I4fSdaVwYSaNcqaIzHkZfRwzjMwVkihXEAkBnLISZfNnc11AwgJuTtY2LixlOF3FxNIty1TGblXezcotHXkftsprXRv0GY76mbSXJdmww9nMAfz2co1nqfVgsvMLXCF83pMori1NYRRr2cre79r1kKQu7tu3P9u3bcfjw4Za+ITazxzvv14ULF0y55AceeMCEVewClS2nzIstp+xe6OWg6X4fWulCxQyGNnVEkTPPd+3rHAydHy4hEgpg/0AS50erGOiMo+IA07myaQ3Ul4yYsMp0vlY+vSO2cJUXhln+5vwoXrwxhWypah6f7lgY797fh7fv6Vnyh6vpL1+umrBL1Mefac0aTNSX2OYkxb4mmE4nG17h62K1O1c1EPJmZZVmhVfq+8N7ZWeGiIhIM9v+2M82v81pOB87deqUqUbx6KOPmnlBqzR7YZfzlldffdWML5555hlzX3lxl1O+ceOGaWvEChx27Mpx7FJ2pFWdipkfBMDjdt0PAJlKDvFQgs+4+UIkGDE/t8qx0GwjIAZUggiZf89KLAthmGWmOokyiuC/5nbGCCLoDPYgHFj6bkozDgPnND6e0DRpTtOoxLbdpWhfE7bEtn1NrGbn6kYKe/itsspKwyvu/vC8KLwiIiLrET/z7GZiG7712jrtUs7RcIzHtj8MdzS77U8rq9+bTbg3b5qKKtzEvXPnzrlxGddW7Xo852t2M6k9R8OKG/d7nrLFCrKlMlLRMCo8STMrEQliNM1xDvDIzh68fGPKtABCFShX8ghUHQykIpgqVDCeLZnwSVc8tOj9eOH6FP7m7Cgm82yLyp8RwlO7uvGNxzaZTctLlS9Xzc9LsVylDzXz94ev482bN5vLQhuM3ZvO+ZpYzZjez3MaPx/7auc07vMz9edo6sMrthJw2EMdTtaKwirSsJe7XVT0ksUGQjxWDiLu3LmDBx98cO4Do5WatbjLgQ4Hb3wOuKjLhVu7g6i+nDLvfzqdNulN7las35HGD8FGgz+GVFhJZSLLxO69r/PvDKqw3yHviRkEB2AGQwyrMODCtwmGUNgeaG9/Ag9sXbiqyunhND5/ddL8rK2z1VRGMiX83cVx7OqJY3cvF5DvmSmUaxVc4uG5N+KhdBGfvz6FK5O1Edu+nhjCFf8NhlrZK5MDHV44YHaX2B4dHTVJb364uXcpMuiyUQYTft9FaSelzbgPC4VXbKqX7z32/V7hFRER8TvOBziGtp+jNvzQiradrZpDcEzHsAd377Wi7U+jY2nWAh7nJidPnpzbNEB2EaZROWW7qMfAPsckdkcar8P/bzQWigajtTlL/aYLVj+Z/c/B7JyWJ7sDQVScsqmSwu+Z9kEMeYd6TLWURkwwvDptqqpEnOjc81UKFJGuTqM72DfvsTJjKzBEE5yrvGIWoZwcck7GVHMxwZiYt+bWS9WqkyN8TbCcOi/kLrFtdxDbnau88ETAchYKvXZSZ6OFVZp5/I3CK/YknnvdxD2f4Z9+fv5FRGRjspXFeHFvOPPifGahY+J9uHr1qhnjHzp0yFTYa/VnMscIdkyw2vkkQyhcX3/sscfMONV9u5ybsXIkL7yfDOrzHI1tEcPjcJ+jabQez3MmmzpiuDGRQ48Z2tZmNpPZkjk/w1QJhzz8Ks/RdMZDGEsHkCvV5jEVxzEV9Hmu59Ed3Qvel1vTBXzizIgJ+B/sr3UdmC6U8fkrk9jVk8CJHV1vCdEUylVzfKzaQlP5Mj53dRKnRtLg072zO4aOPHAE/tOq12D9BuNGm87d1fF5jm85x+LnOY3f5zPU6nM09RuMg7PhlY26wVhhlQ2uflHX/Uvjl4VdLmSxLBuPv5Vtf5Z6PMvBHZMMqnDH5IkTJ8wb0WK3yftoyymzJLh7Rxo/ALkjzd03zy7q9SQjeHZfL/7yzWEUslUMhMuYKOXMIIRff+3mtKmikoqGkClUkIqFTNWVcChg2v4webu/P4HvfHK7GbQs5M27GRM+6U3c2wU3mIrg4lgW50Yyc2GV0UwRnzw3asItfJnx6195sB99qQj+5PSwCaz0JyJmYPblO2lgJo53FCrob7C7joO1sgN0RLz15t2uwUSjEtt25yrDWyxJt9wS234eCC21hY5X2ffdle5EXOrAiOygiI8ZLwyw2IGRwisiIuLXRV07p7EXr81pGgXw3Tv4OMY/cOBA28aR9uev9OfxvjBAz+M/fvz4XBvLxR53LsBs2rTJXOp3pDHwwn/rrhpoF/VSoRTiwTgylQwCYaDklFGqlhALxE3r0ny1gAi/MbvsGwqGUa3W5lYMqgQRRmeoA93hhRd2WX2FQZWwc+9ktzkR7oRRQnGufZANpGQdtibibsUg4oEEUsFO83UGXmwFF4ZZkKwi0tl4jFoLvLACSy1g4yXtqkxUX2Kb41L7mlhJiW0/z2fWw+LuSitFLoU9cWe5wyuNKq/YxV4/vx5ERGT9s59ltkKkHQcspYo3wiWbAAEAAElEQVRJuy1UbZ6fwxzLM4D/5JNPmvG8X87RcHMwzy9xTLqUTQPuDca2+grvN8Mr7paXNrDP8as5CR0K4iuPbcLvfuEabk4V0R0PIT+Zx0S2iCf39uLCcBq5QsVs7L2bLqAnFjbnaLj7mOdoOF/Y1BnF+09sx57ZEEojPA/DcAqDKnYM1B2PmKosb9yZngurZApl/O35MbxyaxrFchWbO2J414E+HNucwp+cGsa50Sz6EmFzjujUcAbF6RCOpEto1NGJ55kKlSpSkdBc4GUjzWfqN527NxjzHCA3GHNMWr/BeLExqp835fp9PrPaapGLUXilMYVVNij3oq5903O/MfqlsgpPxrPtDwcFTOu28w1wNQMh/jvuGOPlyJEj5gNsJYsn9TvSbN8896KeLT329h29SIS34OMvzZgWPdv6o/iKA314fGc3fvML1/Hm7Rl0xlh9JWcGSD3JMLZ0xxALh/ANxwbxdcc2IR5Z/M2ZKdxIKPjWN18EUJxdKOZ1/teXb5t+if2piFlYfnNoBrenC3h4RxeG0iXs7Ymb3ZDEEMorY0GcHcvi2Y57A8UppoGvT+HMWM6U997eGcWzO7rNv/WKtVgQc6e4ib/jC5Vdt7sU60ts+3kg5OdjJ/se1477sFCJbdsSzn7f7k5071LUYq+IiHhpUdd+ftZ/Rnlxcbc+QMPPXM5nOFazO/jaeSyrWUjiLiAu6nLsYCtENqvlpd2lyPnS/KqBbC0KTGDcXJfhk95IL0rVMm4X75rwCnckFpyi+X5HKIFkKIpwMIruYC/iwfssCPI/M22Zfx3OZ2a/a/5ecPKYqk6ar4UQQhUOMs4MypUyqiib69uWQWw9xK2Q4RQrvVQQclV14e2wAgsrwPDfRANxJAMdngqtrMW4j4v7DD7Z8FOjEtvuXYqswuI+Tr8vjvr9+Nu5gWAp4RUeC69jy2wrvCIiIl7hXoer30zs5XM0dg3RHqtt+8Nw8bPPPruqdo7tDqvY80u7du3CwYMHVzSG4b/hORhe2PKSz6fdYMyqK7x9WzXwSG8vPvDMTnzkhQsYy5axpSuIdz+2HV9zbBP+8B9u4LPnR8GOO04VuDqWQ0c8jD1bOk11/Gf39OI7TmxbdDMxlSpOw3E8z9vwvBDxfMqHXhsyLYd6kxETirk2mcMfvXIbz+zrxaXxLHb3xMwGZ+qOhfDyOPD6SA7Hds5vE/T5a5N4/W7a/P9AMoK37ezGg5uWV0WkVdYqxN5og/H09LR5TTTqmNBog7Gfq9/7fT7T6gD+SsIrodlzM+u18orCKhsQf8n4gelu+1P/om5W+bRmci8289jPnDlj3tgffvjhuV157bTSgZBNGTOxy5QxBzHN0qhvnl3o5W7HeLWKb9sTQKwjimMHt6Cns9ZL8V8+sxOfPj9mBicdsTDikSAGOiI4MNiBJ3d1Y98iSV23fX0JvHk3jbFMEZliLQmejPL1BWzvqn3YMphyaSyLvX2JuWALB1gXRrN46cYU4onIXFCFmMRlGPdupjQvqfuRs6O4OJFDbzyMaCiAs+M5DGVKeP+xQWyfbUG0EVK798MPr/oS23ahl4lelqerL7Ht552Ifh8Iud+X222h8Ao/L/i6qQ+vuHcp+vX1IiIi/uQ+GdloUdcPi7vExSqGPRjU4A6++1W/a8WxrHTcyvLYb7zxhqmEcezYsaYt4rhbXnLBeKGqgflSHsnOBPq6+0x7oHgQ2B4IYKI0hVw1h2gghlgoYsIqDKiw6slCrX/cwgibMIlpH8S2Qg4XCNleqIpQIIwQapUws07aBFUigVoLVj6SVSdgqqoEEZj7+hxOY4MBU5mF4RYqOgXMVKdqt42QCcLUWgdV0IkeT4yvvDIvaBRosnOaa9eumeu4wyt+XthdLwH8dizsria84p7PKLwiIiJrwbSanK2mQo3mNF6tfu+eQzCMwTVmBj3a0fan0fGsZD7Dx5WVLRmEbvb5JY4xWEmfF+IYxJ6j4c+slEr41n1hlAJxPHh0Bwb7amP/D7xtF3b2JfD8hTFzjiYcDmGgK46Dmzvw6PZOPLCldi7nfrZ2xhAKBDCWLSHLFkIOkIoEzfmaA7PneS6P5XDqzgy2s71PLDx3jubyWBZfvDKBYDQ0F1Qh/tx4yMHNmVqrV+Lj/pfnRvHS7Rl0xUJIhIOmBdFHz4yYqP+DmzvgBV6YF/D3m/MVXhhocndMsBuM2THCHV7xylxsI56jWcv7EFggvMLjseEVHtd6q46vsMoG4p6k2ze6hV68Xt2FyONmyINJXdv2p1H/v3Yez3JwoZV96Jmo5LG3OmXMx4Z943mxjx17L6KUxeuvfNm8kdlSdF9/tA/f/NDm2ZLZK3tTe3hrJz5+ahhfuDaJYDAAhyOhAPDItk4cGazttBzO1AY07gospkxaNIR0oYzw7ODI4gIxX4mpKJO/FVPGjmXnXhtK4/BgEvFwbSGqMxrClck8XhlKeyas4sUPh/qy6+4S2xwsc/BsS9Hz5ANfq34aWPh9YdruQvTCfVhqeOV7vud78Gu/9mtmQioiIuKFRV0vz2lsgIYtPBm82Ldvn7ms1W4vWs6chtflYjQXpY8ePWoqRLa7aiA3LPCxu3b5Gk5nTpvgtZ3TbOvePDd2WcljymBKLJDApDOGqlMx1U748DCA0j1b8aTqVE2YhS1+5h2rCcPUAvYMoNQiLC6cGjkB02ioWC0gi7T5GdHgvcqQAadqQiylQBFReGNO4zXuQBMrrDYqsW0DCzz5YEts+8l6mdN4gTu8Yl/PfHw577VtUD//+c/ji1/8In7pl35pjY9WREQ2CvtZtFjw3svzGeJJU55gZ4i42RtyW32Ohht8uWmA/47naBgSWOi2m7XB2FYN5M/kz+d8hn+ePXUSZ4G5Oc+79vfhax/YZAImbBu0EkcGk+iIhfCFqxPm3AzvRaUK7O9LmPM0NJIpmrY9Nqhi9SQiuDtTRGckZKqvuDcVl6oBdMfCKFaqOD+SwYXRHP7+6gR29MTNvyNW7r8+lccLN6fxwKbUvH+/Frw4n2nUMYFrHPXVePi7xg0btnIPz+X5hd/D916a0wQWCK/w+Hixc5qf/umfxj/+x/8YX/EVXwE/8s+rW5q6qHu/nfBeHQjxPrzwwgurKsvWzONZ6mPEx58JSQ5C2IOevejXImXMhVwu1PFDcOvWrWY3J1O9t27dMpVqODCzC728LPcD8NZ0HqFQwFRNMZVVGJiJBE1oZWimaL7eEQ2bhdr6MEe+XMH+/iSyCGAoXcSmFHvBw1RLSQQcdIRD+C/PX8fNqTzGciWM58soFiqmdVA0HJwLvNycKSzpWHkblybzKFcdbO+IYmdXrOmDJz8sMLpLbJtdotks/uEf/sEMllkBiO8Zi5XY9hr+Traz1ORGSh03Cq/whNGf/dmf4Vd+5VfW+vBERGSD9XJfSrjTi3Mafn5ywYn348SJE2bsvVaWG1bhgjqrqXC8+NRTT5lQ81pVDSQuirt3KXKxnGMTLuTZ/vAMNCxn7GrGN9WSqXRSa+/D+ir890HTYsgJOCbAEkDQVECZ/2+r5jsRxFEOFBFw+C8DteZBYaAyU0W+mkMeGVRQRckp1m7LCd6r0BIIzlZ1qSxtjo+iCb8wOBMBd1C2pqe2lzUqsX3x4kUTXHFX41msxLaX2MVHr84J/Dwncy/yut/7Lly4YDYViYiItJo9wWg3E99vTuPF+Ywdo7z44otmXNWODbnNDKuMjIyYOQ3Xwo8cOdL2anCmEn0yacau/PPQoUMmeM05DY+N4xKGW+w5Gv7Jvy/HaJavL2B3bxz5Um0jcGcshFg4hBtTeWzujKEjGjLVV4rlqjm3YmWLFWztiiKejODmVAHbzDkTYDzHtqXAzlQY/+0LN3BxLIOJXBm300VMZIp4dGf3XPCFgRYeA1sO8ecsZqZQxvnxnLkuzwft700gvMKN1H7aUFyPv0PcOMwLMYDw0ksvmd9/zmf4d75m7HyGc14vzxe8fI5jqcfP185aVYtcyQbjT3/603juuefgVwqrbADLXdT14kCIx85+5Vx8ZC/3tWj7s9KBkLsP/VovSNcv0Lh3Kdr0JgdG3I3GsIJ7l+JSPgDPDGdMS57Dg53zBgIXR7O4MJYxYZXjWzrw6UtRXJ3IYUd33AyKWG2FlVa+8kAfCk4An702iWtTtdBJTzyErYkCPn9lAjenitjVE0cyFkZmNINbkznEIgEc3txpfi7bA3EwdD+v3E3jU1cnMV0omxZFLGn3yKYU3ruvr2mDIa+mdhdjyvnFazs7uVOWJwPcJbavXr1qruNe6OWg2ksDvvUwEPLiIKgRPu/cRcHXOt8rRERE1qqX+0K8VjabVRa5AMnFxrVo+7OasIrtQ885wTPPPLPmC9IWH0OG8HmxwWsbXuHY1V2ZhfOa+1XYqKCCUqCEqMNF2dquJf48U00FJdPGJxyIIBFMYaY6OVthpdbCh6ERhk66Aj3IODMoolALtzgBoBhAJV811VRMsMSJmp/FW2WVFVZ0cQdNGIZZDI9nxplC0WEZYP50mHBNR7AbscC9Si0bZXHXjc855zQcnx4/fty8b9hWUrbEdiqVmtcG1UvBCvue5ec5Dd+v7bzSy+xrm3NeBttERES8UiHSq+doeB9Y9YEYEl6rCpFuZqy+hMeIx85AM+cIDzzwgGkvudbsWNsGr7nBma8Pjl05p3GPXe05Go5d77fB+OJYFrlyFY9t75o7h8U/eT7mzbtpPL6jG4cGU9jVG8fl8Rx29SYQCwVM+CRXquAbj23C1p44/ur8KG5MFUyFla5YGA91VnBhLIfToyUThGE1leliBSPpIt64NW0CK7FwEPlyLaTC21z0OMdz+Pj5URNsIV79UF8S7zs6eN+Qy3Ks9Wt0JTjP5e8/f8/4vPNcnT1Hw+qR7k0aXtxg7PdKkX6akwVccxo/n6NRWGUdW+mirtf6u7N1Dcuy2fKtXgiqLDWswlQsj50fLktdkL5f1ZtmaHTc9elNnoTmhx8HRvYD0L3Qy0FS/XFyIBJqUHab/1us1H7mQCqK73h4Cz725jBuTOZRcRz0JSP42sODOL6l9qF6qD+Bm9O1sMr2VBh/9plLuDVVwM6ehAm19CXCSEZDGM6U8OZQBjNVBk4CtUHTplq7oYUMZ4v4uytcWK5iT3fM/Lx0sYKX7qSxrSOGE1s6NuzCrvu1YV+H7hLbfB/h76NNenOAz8GxO7yy1iW2/R5W8Up5uaXiCSHi+4GIiIhXFnW9trjL+8C2P+fPnzfjKq9UdlhKWIXfu3btmtnht9w+9O2Y08yfcwTMmIQXO3a1uxTZOoiPPx93dyXJt+5SNCUg51r42NuvVUixsRAgGUihGigj52RNdRN+PxqIoTPYg1AgjE6nx4RXGEZhmCWTziMQnd00EAibWtwRJ4KCUwb/qzoZhPl1BBBDHBEsvnsy52RQdHIIIWKqsZiKMCghU51GJMivhTZsAL9+cdRW46kvsW03aXA8y0U9d3hlLcPjfloYXS9zMr4GNJ8REZFWstVUVnKOxgvzGWJlB1tlkRj28MLa91LO0fDYGbznn08//fSST+i28v4tdNsch9oqkcTXjT1HwzkZz9kw2GKvw/tSP+4q8TxMwDWXmf0zEgwgV6q9nhgqef+j2/Anrw/h2kQOpUrVtPB5z8F+PLu3x5yD2dW9HVdtZfrOGF780i18cryALR1xxMMhswG4Kx421fYvjeVQCADJSNjc9rcdGzC3sZBcuYK/uDCGiVwJu7pZITJgzi2dGs1g0/UI3nugNnbfqPOZ+vkuz7nwwt87u0nDvi44Xyd3dfxG5+7ayW/zgXr2fdcvm4rXw5xGYZV1ajWLul7ahcj2NEyPsu0P34jZAsgr7jcQYsDj1KlTZkGXC7teGLzRUo+DO6HcuxRthQ1+ADJBbXcp2sVeflju60vi5N00ypWq6anIQc50roxKxcGOrns7q45t7sC+voRJ7laqjqmW0j3b15AYOjk2WHt7YkimWA2YUAsHVMTqJ2zZw9coi21nShVkikC5WMHwZA657jgSC6RvL07kMVOsYHdXBOlCxaSF45EQggHHDIaaFVYhrzzny2F/7xsdO59zd9Kb17W7FOtLbNvXxXLLFK7WeiiZ7adBEN8XeLx+2DkpIiIbZ1HXS4u7PH5WWeTJcVZZZGjCSxab03AczraQHO89/vjjcxUZ/RLgtr29edm7d695PdmQAhf0OFdjeMi9SzEUDJswSdlUTKmFQEzVFKdkvh6aXUIxLVZDPUg4qdp1A2zDE523IDw/cBJAsG5nYa2dEL/G12jt58CpVVvhz3PfnhuPqeDkTPUV/ntWd6GQE0YlUEYRRcSR2NBzmsVed41KbNtdivUltvna4P+3c36xHsIq/F3z25xGlVVERKQVbAttXmi5cxovzGeI7RUZVLFtf9huwgvHZR+jxc7RcOzPoAqPnRX771eVpJ2WEqTg2JWbt+0Gblthg/fr5s2b5nngPMbOaXiymq17eP6E5z0SkZA5/5IplDGVL+Nd+5Jzt72jJ44ffPsuXBnPmetu6YyZFkEW/+3RwXsnv4tVmOCKbRvEl3IkXAv18zxQtlg1c6NYKYCJTAlTudK8cz5uVybyGMkWTQimUKoiXSibcEtXNISTIxm8Z2+vCcNs1A3Fi53ncG/S2LFjh7keN2nwdcHfVQby13qDsd/DKva8up9eOxmfz2m8884sTX0jYO/ulS7qemEgxAHcmTNnMDw8jEceecQsJDEZ5qUk5EILu3wjO3v2LIaGhuaO3e8aVdiYnp42gyIbUuDJ6mRnDzbHgjg/ksHYdAE3x2YHOl1xXN+VwfHNKRNiIQZEGFrhYOnOdN70J9zaFUeoQRuevkgVHcEwRky/RceUhuP1O6NhdCXCGIyFceHWNK6mi/j/3ZrB8S0p/JPHtuGpPW9dUGeFl3K1ijduz+DudMH8PRIKIBkLoT/eePDEwdbdDBeogc0dUROUuR8vvVZXWlnlftxl1cmW2HafAGh3ie31MBDy0/Gz0g6fYz8ds4iI+GtRdym93L06p+G4iFUW+Vn57LPPmhAvq9N5pYLlYo8RF7teffVVs6jFBemVBJBbtTC40tvkyXN3hQ3Ome1CL+dv/LsppbylF7HeMKrhMkpO2bT+4U9kAITVS6K4t4DLlkC8VB1eq4Sgw97vjU/SV4u1QEqlWoET4EJu0URW2L6HwZRqlSGVKjKYQdEpIBFIoivUW6vEUoe3w1ZAJWRNOyHzuLCGi1NrWWQOuE5lNgjDSi8LHeN6WdxdznEzbL9lyxZz4b/jblXbSoqbZ/j76t6l2OoS24ttHvALv83JOKcZGBhY68MQEZF1hp+HNni/0mrqaz2f4diIJ765cfXw4cPmvADvw/0CIl44R8OvseUPK4O7j90rVnos9RU2OI6pDyl0dvdgTzKMc+NZs1n39lTBhEG642HcmcwjW6yYqvXEgAhbAvG27s4UcX0ihy1dsYZBke4I0BMPYzRTNOd22DZoJF1CZyyE3kQE+/sSuDaSwc1MEf/jhRy+cGkcX3N4AF91eOAt97dU5TkaBxeG07gxUUChXDHnhZKxMPYPJk11mPq9yGxHdGemaP7c0hFdtHJLMx5rv8xp3K2kuHG+0bk7u8HYXlpd6dVv84GFNhT75bVTrVYVVhHvtf3hIGg1i7prPRDiwijTrjypzUVdu2PfDoK8smDWqB8iAzW2ZREXdde6JcpKS+PdD58LLtjxQjyRwF2KHBg9FhvH2YtpnBkNIBkNY29PHB2xMD78yh2z9+8bHto8dztnhtL4+BtDuDGRM3/f3ZfENz+8GYc3dbxlILS3K44/OzNqgiPlKpCrVNAZi5jB1KlrEyiUq+hJRpAIBzEyU8TvvnADgx0x7Bu4lxamgUQIN8eyGM8UEQuHEGESmAOdqQKGu9nzfb6Tw2l86vKECcowR8MKMV93oA+7uhevJOGV12krwyr1GpXYtrsU60tsM+3NkwHN3nG3HvohaheiiIhsZPws5NhypRUivdDa1N06Z//+/aaqh70PPCaOkbw8N+AOPW4c4HHz+L06tlrtnIYBnM2bN5sLb2tul+LYOIbuptG1M4VInNVUQoiGYygHy5gqj6E3PGgCKvYY0tVp0w6INR8534kHkugIdplqK26VXK3FUB4Z022I16cwInNtfBhdCc4GT3ibTgXoDb11cZehmKyTqZX3nk2mMIhSa1U0f47K8ErWmUHeyZmQC68fDySQDHS+5Rib/RivlZUujvJx5hx++/bt5uKuMMoLT3jwOu6F3mQy2dTfkdWu5XiB3yqr2HmqiIhIsz7L3UGVZsxn1mKd2bb94Rj5qaeeMifC3cfllcoqjeYzfOxZIZIn7J988kmzBr1SrRwPr/a2TbXHzk5zYWcCdxX0h7JjuJrO4JXhoBmX7eyOoTcZx2cujpmNvB94csfca+r2VB4fO3kXF0ezZmPxpo4ovvboIB7fOf9xiwaBh7ck8fuvjyFdrJjQSLZURTwSxKM7u3B9JGOq7HcnwmbOwVDMh1+/i95kBE/sqp1HsgaSEUymS7g6ljUbiU21FgcYni6Y8zuRuqH8tck8/uLcCG5OF1B1ahuKv2Z/H45v7liX85nVnOeoP3dnK4zydXHjxg3TyYJzGHeF0WZvMPZ79Xu/bSjOZDLmTz/PaVRZZZ1Ybdufemsx4OB94M4lLowyAXjgwIF5bwj2/71yMrd+IMQqMBzAMdV65MgRX72ZrRZDCtyJxEv/tiI+cu0MHosV0BGsIJ/PoJKdRrESxp+/UsRjW6PYOtBjEr3/84XrGM+WsLWrluQ8ezeN//lCEf/2uX0mwWuVHWAyX0Z/KmoGTNOFMgIlJn8DuDqSRqZQwebuGNKlKlLRMPb0xvDmnTT+5NU7eM/RQezuiaNadfCJU8P44pVxnLw1g2AkiO7OGCIRhqBqfRpnsiWMZIoYTNV2jrIn40fOjCBXrmIwGTWtiC6MZfH/Fsr4/se2mSTxYlo1ieBjcGU6j+lCBX2JMHZ1xpZU7WU5g6BmHHt9mUJbYpupXv6e292rdqG3GSW2/Z7a9eNAiINbERGRZi7q2sXY1Y5H1mJO414YbdQ6pxnB8WZyHw/HIVy44rzm0Ucf9WylgVZVa+GYhheGFDKVGYwXR1DMlZHP5TFVmDavp0RXAnmUsCm1xexGy1RnkHamTcsghloYFMk4M3CqVXQFe+cdazDCJdugCacwqDL3KnCAkgmqBGutThlZYYjECSLvZJGpTiMSjCHsRFBEHtlqGrlqBmz4U7vFkKnBPRuHQsmZH4bi8eSczNwx8meboAuAjsD9F+5bNadhNRq2LCJWlllqtZelaNYJnUYVRrl7lfMZVkniTt1ml9j2e/jej3MyzWlERMSr52jsOZB2h1VYpYObibkhkfOC+tY5jTbxrpX6+ZWtbsnx20orRFpemrcthbsK+q49e/DpiYs4jDQGYlUTOiqnZxAKRPD5c3mc2BzBA7s2IVd28HtfuoXL41lT9Z7tg1i95INfvo1UNISjrjAIH47hTNGEUTpjYXOOBoGKCZoMTRUwnS2hryOKvKmKEsD27rgJwHzk5F1UAwFs64yhJx7C354bwwtXJ/HGtUkUKlUkE5G5czTRYACVchUXx3KmKj9N5Er44BtD5mdvSrHqPXB7poA/PjVsjoPnfhbSyt8d3vb16YLZ5NwRDeFAb8I8fs28/WYce32FUb5H2fDK5cuXzVjYbjCea4+7yvOvfH/wUsut5fLKOejlhO+JVX39yr+vFmnZou5aLOxy9yQXRkdHRxdcGLX3yyuDBDso44W7Jq9fv47jx49j69atTbntVmrlYzg8U0SmVMWe/m5Tis30eC+VkZjJ4NZEFl94+XVsTgXx2nQC10crOL6tG5FI7a3owGAI5+5m8PL1SXzD8c0mYMISdbfzwFC1hMe2dZoPfCZ2T49lMZUr4+5kzgxQOAji4m5/MozhTMkMWD59aQy382VTMu4uWxIVKuC6L8MeBbYUqlSxZTCFeDRkFnenChVM58tzYZUv35kxgRBWh7HPCQc/DLGcGsng2bp0cf1j3IrncSxXwp+cH8O16UKtR2QogEM9cfzjQwNmULRa9rhXU2FlqSW27e5VXmyPTVN6fTbVy0nFcn++3xZG/T4Q4mCWgyC/L6iLiIi3FnX9Oqfhgg8XRrnQs9DCqJd2IZId9/EzncfOcYi7uqWXtXJOU0bZLK4lu1JAV7f5WQxe58s5TE6N48Jrl5DqTKF/XzeisSiSsSQCZgzKkEkAeSePFG/DVE1hPKSKUHy2ckcgOVtJhbVUiqYiCoMbrOFSq84SRMAJmlZADKSknSmEKuHavMopm+OzVVlM5VHetmkVVPudYUMid+ufgpOb1/rH1G5xyqbSSsLpWDQk0qo5TW42hMMWRrx1Hl8q2Ik4mlOlpFVzGv7+2hLbe/bsmbd7tVGJbc5rlnuCxO/zGT9WVvF7f3cREfEGe47GbkRr1nymneMDjp0YxmU1OW7G3bHjXvWN+uPy0jkaW42f68ts71lf3dKLWr2JYSZfwUS+jM09KXQnInPn4Lgef344jZdPXcDY1bO4WenAmVsODmzqQDJWC8Hv6UuY9jwvXJk0YRUeZ7ZUwXjBweWZIo5u6jCtf9iq5/RoBmO5MsYzJabR59r77OiMYSpfxq3pAq5NMXDvIBYKYDJTQjZfNm2EyqygX2GQpoRYOIZErNZ2hRuHeU7GOnk3g6F0EXt743Mbdnd2BXF5Io+Xb08vGlaxj3Wz8fH4k7Oj5hwRK/6zhdHurhje/8AmbJ49t9SsOQ0r2DRro7LdYDw4OGgu7g3GvHA+w79zvmPnMyvZYOz3OY0fNxRHIpGWt3dqJYVV1kkv92Yu6rZ7EZVtf7gwyl8kLuoutDDqHpx5AY+Hj/1LL71kBqLPPPNM0xY4WjlQafUgrSseRiISMv0Qe5MshB0wb5SBaBJbB+N47u0HEakW8PznrsAp58yiHhey+LzHEwmw1eDQdAF/f2EMnzozguHpPO6MVBDqzmLPbGiEqd6DvQmcqWQwFgiYyirdKWBnZxSRAHB6NItSuWoGVvv74nj52iROD6XxxK5u5BnwiARNebpCsYJKsYLOVNSEVIpVB/2peyXP7maKpuzcvB2Rs7sWWeml3aXOeJsfuzCOC+wdmYyYAR4Hb2+MZtERnTCBldViGcCRWAx/fvs2cpUyBmMxHOvqxtYmt7Sq371aX2KbvVBXUmJbA6H24s5SLeyKiIjXFnXbPaex/dAZYD948KA5ib3Q/fBiZRVuGODYi4vRhw4d8vyiTDsWnRngMC11XBtCOF8JOgEMdG7GkW3HMTY5inRwCtOT0xgrjiMWi5rrxHi9aAAlpzhbBSWLancRAbb+caq11j2BwFz7H8ZVqIKq+VokEEHZKZnQCdsCRRBDwAmYCi6UCKRmv1d7nnicDLfwNmvhj3uPT601kGMqqrgxHMLb4Pfrv+fWitcqH5d0dcocF++vPU5+LRQMI4omLLCFgFhXGFMYN49GxImZIMz92h6tZvcqcX3AhldsiW0Gu927FO9XYtvv8xk/3geFVUREZDU4XuJchuOA1bb9WcvzIfl83lSN559PP/30ou0kvBTAtxuKWd2S85rHHntsroLERpaMBs05lEyxMhdWYRg/FEuivyeEtz2xB9uTwI1Xb6BUmsDYyDDGZ+c8vPCcyK2pPE7ensGnzo3i2kQOd4crKERz6OuonaOJhgM42J9ElZuKMyWUKlUTYNnWEUVfPIQ3htKmXdC+gQT29SVwaTSLN+/M1MIu8TDC4SCCrKRScVAtV9HZETWVVrLlKnoS905dT+RLzNDMC2yYTQCRIO6ma5UaF9KqufffXp7Ay3dmMJiIYHMygmLFwcXJPP7f0yP4P09sM+GV1eBr+m4wio/fmcJMZQq90TAe6k3hcFei6fNh9wZjcm8wfvPNN817G+cxdk7D94alnKPxclhsvW0oTqfTvt9QrLCKT7n7HlKzFwL4i9jqAYc77coFXbb9WeyXyWthFb5ps/Qv38RPnDjhq7JWrVwg39odw4M7uvD5C+MIBWAGHqyAMjxTwNccG8RAJ8NIcRzauRnnpoAdg8naLsV8AVOTkxiaKOPv0tP4nRkHwVAI27riYDB3fDiNeDiAp/fXBpvdsZAZDOzd34s74zncncpjpOrgfK6MkXQB23ri2D1QCzdU2EfIDGzKSMXCiDFMky8hX67i7mQeRceEhrFvIIme+L3Fw03JCC6N50yAg6EQDojioYBZEO5i0riBazMFnJ7I4/JkEAPRALpyJWyaHRCu1s100bT/2ZQII84+jhx4RkLoqTp4czSHr9pdRncsvKrXxSvT07iZTKC3VEQkGMSVTBZD+QLeOTiIHS1s99KoxDaDbBwULafEtt/7IfqxxJyfy8uJiMj6XNRt55yGbQ25MMpxC/uh277QfljY5XHw8Wfp3wcffHBucaoZ2rFI0so5TTyQQBYzpj1PxJndiYiSqXqSCCRq7S4HNiFYme0LXQmYhX1e0uNjCMWCmInMIBwLIhwM14qeBIGCk0e4GjZfMyEKBlYCDmKBBIrVvKnCUnSKpqIK710sEDc/sxqomrCLMxvssIEUW2Gl1hKIGwWCiOLeTj5TpQVsLVRF0GHVSzYZCpq/z7UQesvjWkUBBVPZpX93L8rBIhwnhkCTgh6s9GKqwSAy9zoJIWxCLPxeNLC6sAqryST6owjHGDjif2DzJBPO6XC6mnY/GuF8pb7Etl3ovXTpkhk736/Ett+CHutlTqMAvoiIeKHtz1qdD2HIg0EVVrtn2ON+5zm81AaI5xUYPOUxL7YR2mtaPV+KhUN4ek8vPvrGEGLhInoTEVOt/sZEDse3duLAQMoEKvbt2IKu22Vs60+iXC6aFqh8PG9MFDAyEcbfXxxGuRrElu44WOxkaKqIL12dwrsP99c2FUdC5txH/46wCZxcH88jnS3htck87swU0JuMYG9/7RwNq+gHZsMnHdzwHA1hKltCkSGXdBHlQK3V0K6+BHa5qqX0xGuvR1bL5zkaSoQD5tzOJtfGY7e72RJOjmVx8W4RoUIEvdMFU/mkGTKlCl65m0ZXNDRX6T4WDmBrKmraAl2dymN/7+o2/r42kcbZSDc6ciVz/udmNo/buQLylR480tfaioA858LLtm3b3rLB+Nq1a+Y6NrzCyiuNNhj7fU7jx8oqKZ+fo/HP2XV5S9ufVi3qkjnBPzvIagUuip46dcr0P1xq2tUrbYD487mge+vWLbPQxIVdvyTWiuUqLozkkb1bxt3KKB7Y3mMGBs3Ex+KfPr7dJGJP3p7Gzak8OmJhvPNgP973yL0WSU/s7sEXrkzg6njeBFziHVEMlyIIdZRwfSZnurhHQ1XcnskgFQ2jtwqcvzODvq4Y+pJRU9mEt/v+hzabCiwfHc7g1lTBlF1zAkBfKmq+T6ykQkz3Jmf7H3Jxlk9bJBRAOBRAxQF664Iej23txOdvTOGLN6fNQMo+z4f6Enhw01sHBW+MZfF3N6dNr8diEbhVBEYuTeCbdvdgV+fqy79xQMl0ciw+/4MyHgpiqlgx3+9exZhrolTC1XwOEcdB72y56lQohFGehJmawvZE85O7C+F7G1sC8cIwG9+Ppqen55XY5uTDHV5hiW0NhNYmtSsiIuKlRd12BUM4LmEvd5bFXWo/dK+EVRiqYHVLHkuzgypWq8aNrB4S7Yog46SRqCZMuKHZPysciKAr1IeZ6qQJUdS+FkYq2I1osLZwGgyETEufdHXanJjnmCiRSqDkFFCpVlCulsyCbb5UMKuu5UIFoUgQuVAGCac2fmIIhTU/EkhhHHdRRGk2YFFrB8Qwi6nswgmOmZHUXjsMXDC8Yu+1Da8wmlJrCVTD/48ijgxYyYRhFy4Q1/7rQNdbWgAxqMIKLkUUzN8TnTHkQ1lz/B3obsrjbAM29bdVC9Wsfg2igJypbFMtOQjFa/fPQdC0XOJ/fLzbxYSaNm0yl/oS29y0w7Ab5zt2PsP3Er/PZ/y2uGsX4BVWERGRlXzeteMcTSuDIbxdbhDkCeijR4+a6tdLuR9eaQPENWKOqTgWf+KJJ3wz/mBo49pkCVdGCphOTuDI5g4T6mi2rzw0YKrJv3R9EhdGsoiFg3hoWyfe/9i9yh8Pbe3Ejp44Lo1lsb07jkRHF6adGJxEHsOFMrKlEjqiFdydziAeDGFzIoChmTxevzWDHb1xzBQq4E198wObMDpTwO+M3MKd6UItgFJ1ahttZ+9bJBQ0m4FZEd9Us+cXZ6vYs8JKiK91OOiMhhBxVSZ5cHMH/vrCGL5wY8qczzETGwDbOmN4bFvXW+731ekC/uzyOCYKFTjFKrLFECYvjOGrd/fg4YHVb8bNlaooVBykZs85WayCz/udKa3u95XVZV4eS4NbpjfFI7VWpBFgvFDCy2MzONqdRIztCdqgfoMxf+/tBmOe22Ugv9EGY7/Pafx2/JnZsIpfzlM3orCKj7RrUde9C7EVPap5wpkLozzRzH7oy+mjtdaLu3bnJE/Q7t6921RX8csbwESmiN/7/GX8w5kxIBBC6lIOu/pT+Ofv2Iu9g81NY3IA8n++aw+ujucwmS2hPxXFzt5aeTirIxbC43t6TLufK2M50zooFQ8jEA+ZvoWdnSFTAaVYqmAsncW2xGxSenQEoa4k9vSl8J5DPaaVzxt3Zkz4JRoKYjhdxLnRjGklNDRVwNaeuLmcujWNYqlqbrtY5A5eB/FoCFv7k4jHIoiG2E6ojPFcCX2zlVCqTq28XNDV+5I4mGPVGDemep+/kzb/ZldHFGNFVvgIYKpQwReGZrCjo2/VvQVZ6YVhm+liBb2ukBH/zkGc+2srMVYooFCtmrCKZRLSoRDGi0Xzvfga7ZDje1J9ie3Jycm5RC/Db/xA5u8o32M4gPJTtSOL72/3Kw3uJVrYFRGRlXzW8fO6lYu6Fm+/FQF8d9sfts3hvGCp98MLbYC4c5Ihm82bN5vxtZ/6GueqGUxUx5HcEsN0dQKZ8gySwRR6Qr1Nr5gRD9aCMLWwioNIIGoCKhafR34/GoiaEAQrerDNDAMinAcwTRIOc1znIFfImzhGIV1EzskjXckiFo0hEUohnkohG0xz4oGkw3mZYyqwVAMVExoJOeHa7SIENgeqtRJinKX2Oqp9h5Vaav+VnBLm7+Ozr7faTsbZxkHz2gVZ/Hm8hE3FlQCKuRKCTmj263nE6m55JWzrH/dag5lrmXZFqx8Hl1GGU2Ff93uvB3tfWV1lLblLbPM+u0tss+os3xe5uMu5DheBOafxy3qDZdeR/FRZRXMaERFZDn7O8bOaF1vh2Y9zGobXOSfg3Ox+bX+8VlmFP5shFYZV9u/fbzYV++XEcr5UwZ++egd/f3YC2UIRL47dxGBHDO97ZAse3v7W4MVqMJzCYMpzB/pxN11AZzSM3X2J+S1qAsDju3owmR/F9Ym8+Tfc+DvYl0BpJItUZ9hsdq44VQxPZdATCaAjX0IlPY4JJ44t3Qm888AgdvfE8ZHXh0y7n0e3d2IyX8HpuzOYzJVwYzyHfYMpDHYweBFAucL5URmFUsWE4iPhIAa740gmwubn8/iuTORxaDZYwvMtodmgS9XOpQO1r9WHNvj9z9+aNudLeI4mnS6ig1VdHZivH+qptThaDVb853mY0WzJVJax+DNNpZlVBo9GCyVTvSXmVGrtAGZ1RkJmw/JYoYRtybWZw/N3nwF7XrgOwt9F2wbVbjDmnIdf559+W2/wa6XIjCqryHro5d6I/XBvZliFt8W+zXzD2rt3rxlILPe213IgxBPjDNnYnZO3b9825WL94q9eu4U3rk9gS1cUqXgUnV2duDg0gz9+8Rp+6OuOmmRrM/G5Yok3NCia89KNKfz1uVFTHSWRiCASDeGRbV1IpSI4PZLB7eFMrYJIBAjPHlc1msKh7Z34f75iO1LIYmpiAldPv4G/uFLBzWwY/Tu7EY8lTaJ3slA2fRQvjmQQjYYwXapgZ18Ct8ZzuDKaNSXiIuGAKW832BVHXyKMnmgY04Uy0oXKXFjllaE0ouEg3r6z2wwQ+GrlYObmTBFnxnJ4cluneV1fnyrg7HgOt2cK2Nd9b6cex319sRDuZMtmIEFvjGZxI11EMhzEsb6EGSAtNcTCQdDjmzvw2ZvTZqcmjyVdqqLiOHh2W+dca6Clqm8jxrY/tSOZfzy8/bBZePfOQimDKCxNyQtxYsXfUYZWuNDLVK+7xDZ3LPphgMH3eL+UqyQt7IqIyHLb/nBO045FXeLP4M9rVXh9KW1/Gh3TWs1n+Lhz5ySDNseOHTM7J59//nlPVHpZirJTxmRlwoQ0ytkKooG4GbZmqmkTJOkILX2BfakYeGArnnoMjLCiStHJmzY+bLHD6yYCKRSQN6EIthCy82lWSeFWIYarY04c1akgJscmcW38Bi6GLmNgXzeioSjikYQJsUSDMRNYYfCC4RNTMQVhU1WGoRH+fIY7eLsMf7DqC0MyrIxSdQUyKg6Po4goEiawYSurMOrCVj9Jh61Og+b2eD2Ggcx1zNdmwzD8f1TMcbBKi6lQ4vA+VhFG2LRMcldzuR+2PMo7WfP4MAhjHk9UzG2xUs1KK7WYx9gGU1w7LqnWDOheaMUL+LpgyWxe+LtoK3wwiM9diq+88oq5jnuXYqMS217TqlbVraQ5jYiILLeNZjs2E7eytSlbrrPtz+DgIE6cOLHsDX9rWVmFYV+eo+HPf+aZZ0zohmvBrdCK5/aFq5P44pVJ9CVCGIyHMTiYwvXxHD7y2hB29SZaUmFlS1fMXOpdHM3io6eGcTdd5JNqwiIH+hI4uKUTX7ozjcmpAjLs/WMqNgYRDgCFYBTbB5P43sc3Y1eyZM7R3L55Hv/1RQdnJkN4aGsK0WAYWzpZGT+By2NZXBjJoCcVNe1/dvcmcHMihy9em0KuxLB/AL0dUQx2RU2rIgY9uBl5pnBvTvPmSMZUMvmKPT2maglfeqxqwpY7r91NY3tXzLweeD8uTeRxfiyLTR3Rec9ffzxsWgPdyRSxJRnB66NZXJrKm/Mdh3sTeLA/seTzY7zeO3d148NnR3E7XTSbiHm+KVuq4NkdXdjSsbwK+/z95m94eHb8HA3OBnPqZi/lqmOCPPy+V/C9oH6DMcMrZ86cwfj4uDmHyjmwuw2qHzbq+qlSJHF9yu+VIv237XyDWYtF3fp+iM34peSb1JtvvmkSdktt++OVgZAJI1y/jvPnz+PAgQOmJYktwbfWuyKXajpXwuvXJ7C5Ow4nXzKJVYZA9gx24NpoBleG0zi0tbnJ3YWwDNxfnR0xH677+7hoCkzlyzg3msXuQBLRSAi7BpI4c3PatOjhhz/TtuPpIp44MoAHdg2a2/n4cBB/dT2HN25PYjqfw/RUBrv7oxjsTmBbLIbp6OxiZYBte5LIzhQRH0iZAMnliTwqrGABYG9XFN2JCEYyRaSiIRNcsW5M5syeQg4CuupaBE0VypjIlfCnp4ZxYSyHiXwZY8UyptPFWgp69qVRnT0Glp375PUpDGVLpiQc79OZiTye3dqBd27rXPLv9dfs7TXVVV4aypgB0EAijGe2deGprUv/MJou5XBq5haGi9PmMPsjKRzr3I5tiQQ6QyEMh2qL0xwUFatV5CoVPNTdacIsXsWy+yyvffr0aTz88MNmImd3KXJw5C6xzV6KDLJ4ccDhx9SuDQyJiIh4aVG3FbsQOa7gwigXWBheX8kiy1qFVTgW4s5JLu66d076aU5TqOZM+CKC2YVWVm8IcJdf2YQsWhFWWUjOyZh2MwyQMCTBMEQlUDZBFb6yWZmEFU8YwmAgw4QlArXlxlS4E4nBFPoGetFT7kS2kkahWkCxWkIum0dltGICK7FkFCG2/wxWEQpETRI+VK2YFkVVpxaH4e0xTBLlY+LAVF6xlUtswKfslBBGbN7Yl7sTeWy1EErBBG8YhOGtmhZEDgM28+c/vF85J4scGGip3ZcSK644BXSi2xzXUrD1UFewFxlnZq5qDQMvyUDHskIvfPxNcGf2cY04fBSStceCxxuqhXPM/TXHy7ZKq2/N2uoS25yrcAfiI488YhYducjLE0oMmjUqse019v3NL3MaHi83Iam1qYiILIbjZbuZ2IaR29kqvVnzB94Oq0PyXAfb/uzYsWPNj2klIZutW7fiyJEj5jg4bvLLfIZeujaJZDRoKpnn8yWz/s6QCtv0nBtO4+k9tZP+rZYtVvDx08MYzRSxtzduzn9kihVcmyqYjcU8ocFqKF++OolcsYJ4JGg2tE7lyji6qRMn9g4iGQ3h+WIKf3k2iDfHp3B3pojp3BS2pyaxrSuCgWgMM/GgidLzGTrYl8DpXBnbumKIR0K4MpFFtlhFJOBgRzKKLd1sK1RGIhzCQOre3OL2dB7lci3Y4j5Hw6oqI9mSCYp87PQwXr2TNueZ7rJyfjKKE7u6zfX4q1r7vWWLHQd/fH7MBFV47onzojPc4DyVxD/a34ewu+rMIp7m+RwAz9+cxliuZM7XvGtXN969Z+mbWdLlMj5xcxKnJjMoVh1siUfx3NZuPNiTxJZ4GG8GwuYcGo+Tf06WKtjXEUd/3XkqL+F8hed+uRl3165dZs5iz9FwczHH3e4Nxlxb8eK8wW/naLLZrNnY4GfefVVLW9v+LBZWaVbbHy6kcFF3NWWf2j0QcodsHn/88bmEYKuPpdnPc6FcqfUCTLJE9T2sGlKqVFEot+8xZYueqXwFB/sTc/ezJxExYY9cvoxQOIjDO7uRK1ZxazxrBkOFYhXP7O3CP396pykV94Vzw/iTf7hmBkRHtvfg1J00ipUKbs8EsGNLCsVSCUkU8Wwqj6c6y/jSWBTpXBHHtnWZxdxwJISrEzmMZUo4fTuN3QNJ5CtVfO3BHnTEwrg8msEff/kO/vbcqGnjc3BTCo/s7TEJ4Eq1tuTZFQ3hI6dH8PpQ2qRlN6VqidwrY1kTRtkarwVVGGo50pPA6fEshjJF7Oxk+fDa/WYFmC/dzeBYb2LJ5eHYr/Hdu3rwju1dyJarprTcUgdRlCsX8YXxC5gp52fTugHcKUxjspTDO/oO4ZFEEn8/k8ZYsfZK4Ufy7mQKDy9z1/BasQE7Dog4ceFloRLbHAzZgZFXSmz7sR8iA3wiIiJeW9Rt5nidx37lyhWzuMK2P1x0Wen9WItwiA3ZcMzz6KOPzts56aewim17U//Ym+qbs9U12oGPF6ueBGarqdhjYLuecoDBkIhp4RNHAnnUAjYIOUAlgI5AF+KBpLmN8fIYctWsqaJiwi7BCsKdYUQ6I0AeKJYLSI8WceP6ELq7e9CxM24C2tFQbecgHw7GS1jpJMQKJSyFHQgjHrS3P4GR0hiy1azZCdkd7kR3uDbmrYVNahVVZpwp8/N53Ax9sOVP3rT8ibuCHpwXhJBFdjaMUwt98N8xNJN1MiawstTfCwZbugN9tZZGptrL8tY6GFTJBTL3nhO2TgrkTSumFLqQmyygs5+VaGo7MhkoiiNlwkVeZ+cDpjf9bIltjre5LsS1lfoS2wy32DkNXx9rza5feWFutdT5DC2n9YGIiGzsczR+ndPYtj+8L6xIsppd+O2ufs+fxeAuK9A98MAD2LZtmy/nMzxOhkSitoKHrWRoWojyHE77HtNLPFcxU8Tu2aAKcSNvVzyEkXQRqWQEya4YDm5O4Ro36uZKyBYcPLg1hn/+xHZzXoZV7X/vxZvIlys4vKUL+cq0OXcyVAxgW5xj7zIC5Tye7CnhuWQF10oJTGQKOLypC5FwCIloEOdHsiZgcvpurS1quljBEzu6sKs7jpGZPP74hWv4y5N3MJQu4spACg8d2ISt/ananKxSxWAygr+9OIbPX5vCQDKCTX1xlMaAoek8Xr8JPDAQMg/zSL6MAbbuyZVMUGVbR9ScZ6FcuYqTY1k80J/Ekb6lhcH5unt6exee2NqJdKliKuDPPa9LUK5W8T/PD+NqplbdhZer6Tw+dKUI7B3EOwY6cO3OkNkcXft5wNZEFM9t6fHFONvOabjBhxuMeSGGy+w5Grbycm8w5oVzHy+cG1Fllfbz/kx9g7LVVNrRy71VYRV32599+/aZy2rvRzsHH+wRzUVdLgA1Ctn4aSDUl4phW28Sl4bT6A3dq4h8dzqP3lQU23vbtyOrWK6lWOtfC1H2aGdQZVsnvjyUxv7d3ejri6NcqqI/P4wf/4aDSMRqi29/f/YuqlUHW3sSpl0QB1DDM0VTfeX8cAE9XQm84+gAvvpYHwqZGdy5cgfFXBa3b6URj8cQCUYRDgVMkvb6VB7BWAjHB5IYm8zjP37qEj53YdwMHHviYZMofvPmNIZnCnjiYB+ujucQDQTwajKMU2M5bO6ImoEc7e+Jm3ZAl8ZzcPoiiMeAzbEgAsUyPnZ53Aw8o46DzV0xE1jpjoZwI13CzUxx2b0MWXGmewWtmy5mh5GuFJAIRcyiNbGKSrZaxIXsXewJd+DBQgGDA/tQYKAjEjEVV7zUAmi5JacXKrHNXYocGPHkk1dKbPttIKRdiCIispRe7muxqNushV0unnD3HscObPvDhZS1PqblPAdc0OXuyYMHD5qe0o2CHn6Z07DVTy1gUZkfiHIqSAZTbTsOBiNsO51G2DaIARKGOOKIoxKooJrLIzdWRNe+2uaHYrWAgpMzoY1gIIRoMG5a67ASCiu0JFIJJAJxJLs7Ue6sYHJ6AoViDtMT07XWRPE4YqkwnEjtWBgwYWURhjEylRlMlmcwUeJ1GTEJmRaio8VJlCtldEYTptoKH880pmvVagIx81oIO2ETTimz1Q+KiKWicAJVhJ2oCarYajK1ii6h2p9mGbq06GOyEBv2WQ4eXyGQM//Pn8YjsF9nWIgBlcxoDslIB5JxnoQJIALOffyx/LVQeJ07++pLbLMNKucz/D1nO1QvlNi2uxD9sIjuDquosoqIiDRig/d2vW4tPt+aMX+wFUl4wpjtQFdbMaCd1e95cpshG/7ZKGTTyuBMs59v3t7hzR343MUxJOL3Hr/pfBmxcBDbu9vXGr5Qrs0jQnV3kYELVht5dmc3Xrw1g4G+BOKpiNlM3JEfxw++cxd2bKrNvV66OonJXAmH+fcAsK07jjtTebNR+eJY0VT5f3hvN775wQE4hSzGz91FNpvD0FCmFrIORxEOB1B2HFONP5aM4Eh/wsTi/8cXruHTr9/CyFTOnL+Kh0O4cHsaw5N5PPPQNgznKiiWKriajODCRA5dsRC647Xx/t6emKkWz9uMs8UqNxZ3BNAfDuJPTt41G4iDlSq2dsVM9wEGTVi55PpMYclhFYtBn+4VVDp5fTyDG9kCkqEQ4rNPQjUUwESxgs/emcK/3NuLR4uT2LXjEGbKFXRGQtibii8rELOW+DvZ6PeH51i3bNliLnwPYYjOnqPhBmO+17o3GDNQvhbvu36rrJLJZNQGSFq7qLtWgyC7mLzSstkcxLEiCRdP2PeQu32aoV2Lu7du3TLtRLiDia1/Gj0HflrY5YfmVz+4Fb//+cu4MlIwbW/GSzPm+L/5xA70day82s1ysV8hP1JZni0ern24MnHLBOqBgSTes7sHR/qTuDldMKGWbckQLrxyB9HwvQ+H4emCSe8Sy6A9uK0Lt6fyOHN7Cr2JEN5zdAATpSo+eGrcXGfEiWO6VERPIgq+pO/kyqhWykiGKjjUlzCLtn/5xl0THpnOFDE0XcTW7hgOdCWRSoRxe6qAWxM5fOrkMLqY0E1F8NenRzBRKOPt+/vQMXss/PeHe+O4NVPErkgZW1NhXJzO41NTBZM+NuXaMiXs7k/g6OZ7A+t2DjEmS7XFOBtUMT8/wCXeIMaLaexGyoRxDvlwZ5n9fbxf2MOW2OaFO6P5nsJwGgdFtsQ2F3bd4RVWamkHDYRERGQ9LeouFCRtl9X2d+eiCRdGV9P2Z612Idr5GPtFP/HEE+Y+LHQ8fpnTxAIxJIJJZKpphGJBlMD2piVEA1GkQu3rz2xaziBiKnkEnXvzddtqJhpgTZIkSoFirQ0QgshNDsHJ37sNVkRhYDw8OyZnaxyGXALVogmPsJUNgywMsDgpBx2JJPIOEO+IAyW2FOXcooxyjidOAnDKAVQS+doxIYTx8hQqcJAIhBE2gZkwCk4BU5UZhKpVhFlS2inVKsTw/gRm54MBhuujZuGa9216OI3NvVtMrZUyyub+sCoLAyExJ74mARA+zrbaiw2qmEOfDRKx1oyp5FQJmCo2frPUSouskMR2nLYlJ3/n60tsc2einc8waNeOBVc/hu95smQ1FYBFRGT94ViCn2k8R7NWm4mbcT7E3faHIRVu4lvrY1rJfIznlh577LF5FSLdx+KX+Qy9fV+vafdz6e4kYqgiP54z50me3duLff3tG7tu7YwiGQmZqiasek+mOmOujIe3duBtO7pwqD+BK5MFc06DlUiunxxBZ+zeeHI8WzIV3+3vxpFNKbP59+zdtAnfPHewHzOlCv70zLg5/zNdiCNTLSIXipoNB3fTZVNNJh6oYHtPDP0x4PmL43glNIlyroBLNyfQ1xnF3mQU3akobk6HcWM0g0+9dht9/Z3oT0bw2QtjGM4UcWx7FwZTtY3OvF+sknJ6NItdMQdb41WMFMr4zK0ZDGeLplp9OlfGyEwRD23vNIEVstXw2+FapmAek3jk3s/kz2drozv5IkqVCvitw93+m88sdU7D1w27cfB9yb3B2M5prl69umYbjPn+3+j9xqsymYzvw/f+ebQ34KLuWuw+bMbiLhdEWZGEvxzPPvtsU0vRtnogxDehM2fO4O7du6ZH9ODg4ILX9dPCLj2yuxexyAF85O/fxJ2ZMg5s6cQzBwfx5L7+th7HkcEUjm3uwMmhtAl5MEjDBO6OnjhObO8yj+uOzpi5EH8nLtTdBo/9f7+ZxrbZcvImHdsZRaE/ie94YgfemCyYgdWmVBS3R2fw2rm7GJ/O4+adAGJsm5OKoac7hcHumOl/+MLFSeQrDvojQb4IwDHXZLaMmxN57B9ImeTqnYmc6f7+jj3d5nWYLVXw+SsTeOPWNJ47PDD3u1ooVbGrK4a3dc7gdK6E61PAnp44YtEQ7mRKYMf6G+M5bOmMoRIMoDMawu6u5S2MsZ3Q2cm8GchuTkZwtDcxF/y5n3Cg8QIlF3YjgRCcquOrxUW3lZ4Q4/W5eMuLu8Q2J0QMrrEkHcMq7oFRq0ps+21xdz0MhEREZH0u6q5m7sD7cfnyZXM5fPgwdu7c2bT70Y7FVNuGlQs5DNksNm7x05yGx9oT6jPhlDulIQScADqCnSaowioh7TyORDCFUrVoKnkw1GH2JQYcJGZbzfA6to2O4cx//TCIwvA4QyuMkxBDJgytmLBLMIkcMqbyCG9/pppGvpo3IY1gKIBAOIBoMIo4wyIMr7C2SakCdtUp5ssoRSvm9nl8oSB/QqRWdhw5BKsRJCK1Rc9StWAqqJRmQz/mUM2xMLQSx/RIGsXDBfPVGGKmpawNi5jKK05wtuVRcllVUngsrAbDiiy18E+01oZoCb9nDP/Ugim1gErds2Mufmut6bbSY29UYtvuUuQaR7tKbPvtsU+n02tWVVNERPzR9sevcxq2RGfQg3Oz1bb9afccwt2G9X7zsVYfS7Of+529CXzv0zvxV6+Ucer2pKlG8viubjyzt7fWDqhNtnXFzLmYz1+dxEyhgngkWAuuxCN4dnet1cxgMmou1s26w9vVl0DpgmNCFzzHw7DFlq4YpnIlfNujWzFSquLKZN5Upp/JlvDq5QkMTeZwbRiI8xxNNIS+7gS6OyLYPZDAyRvTyOYqSCQCCJUK4KmafMnB1Ykcjm/pwOF+VsbPoVAs4+17ekxQhj975GoJZ+/MYHdfwlSjt619tnZE8I6BAK5N5nBhPFurkB8L4cp0wQRBhqYLpgJ+ZzJiKpbs617eOZqJfBmnxnOYLpTRGw/jgb4EupZYZSXOEHmgVvHeHZKpOA7ivA8LVCbxi5XMCdwbjPk7z9vgWJ1zGrvBmAES9zkahl1adfx+qqySzWYXPZftBwqreKyXuxcWdVc6EOL9YEr3/Pnz2L9/P/bu3duSUmmtGnzwF5qLuvwZXNS93xtdK4+lVc//0W3d+CePDZrnlhVj1kI0HMS3P7wFu3sm8ertGZPMfdf+XjyzuwcDs+nX+3nPA1vw6tVxnB+aweauOEqVqqm28uCuHgRiYQxn0jjQl0A6V8Kr5+4iDAd9PQkEHQczuTLS4xl0JqPoGEzhzdESpopAb0cMoWgI8XAW5UoV4WoFN8bKGIxVMJZ3kCmUEQ44ePXqBHb0JbGpO25K892eLuDaRA6DHTHMFCsmQPLVB/oQy6RxbrKMjmjUDJw2JyLIlCqYLlRMa6ELYzkcGEzhue2d6F1GqbhXRzL4m2uTmCnZ3YTAnq4Y/snBfnTNVnhZzI5EH+4UJpGvckG69nNLTsXcDr9XnamaHZWsRMPBUVck6osWQNSs3dtLKbHNQZO7xHazkrZ+GwithxJzIiKyPhd1V7qwyxO8LJHNxd2nnnrKnNBd62NaDpbO5YnppbZhbXe/+dViIKIj1IXMjRz6t29CIty+dqZuDMd0BXuRq2ZRDhRNQCUWSCAeSDR8zOvnjZFABKlgJ6Yrk7UqJqgFVxjBSAU7TJDDNNgJhJGtZk1VFAZZGNDhrZedCgrVAlLBlJnDOOGqiXDwdoIII10uosgqLZUQCuWiaYPqRDnOd0xApFDNm/vA0EzJKZoKLmGnNgZl1RRzf5w4osmIOS5Wkqm1CYqYFke2gkkZQUQQQ2IZFUyqThVpZ8rcR/uo8NjjSCGJ1H1fs7yHISdsgjis8sJ7zT9rIZva8ZjKKtyHgPJcqyK/aFbYg5VCtm7dai58PPieZncp8n2CP8ddYptj+ma8Z/MzwE/zGS6AK3wvIiIWPx8Z8PTaOZrlVr8fHh7GyZMnsXnzZhw9erTpn82tnNNwTsn5GD+jl9KG1U/he3dg5RuPdOPp/iIeeWTfmhwDH7evPzKATR1RfPnmNNLFigmvPLOrB3uX2AqHARtWNjk/kjFBEE5UhmeK2NGbMOdOXr44jt09tQD/Zy+NoVgqo78zZjbL5ssVTM4UEIsEMbitCxcnKxjOOehK1M7RhIqsjF+BU65iZKqEkWgFTiiCyWwJ0XgEb9ycxpbumAnHHOhP4s2hGZwfzmBPf9JsMmZrpWd39WAgnsHn07XXaiISMhVfposVjBdqVV0ujmVxKNKJp7d0mHMsS3V5Ko8PXxjHWK40+4ACL96J4p8c6sd2Phb3caI/heeHpzBdqqArEjKBFW6m5vmYB3pqcyJeJotlFCoOeqIhU3VlI81p+O+5HsMLNxjzNlkogfOZO3fu4Ny5c2bOw7kMqy81c4Ox3zYUp9Nps/7jZwqrrDEvLuquZNDhLjP9+OOPz53kXctjWg5WUuEAjuWmmNZdyhuRHwdCXpGKhvCeg/1494G+2qJiIIBiuYJb41kkmKjtiGE0XcDL1yZxZyKLu0MVHJkuYFtvbRH0yLZu/OBXH8HHX76OqyMZhEMBfM1DW/G+p3bjs9emuAKKUsXBzZEZE1jZ1JNAulhFbyKM5KYQXr0+iUy2YBYwubRZqQJTOSaHw9i3pQdjhSnT85CJ4LF0ESeHCyiVHRQLFVwdKuHWWAYP7urFjq64CbZwkMOgCqukHGEboJEsvnAjgzulKLq6a2+zrP5yoDuOiXwJ16YcHO9P4H2H+7FtiQEdmiqU8XfXp1CuONiVqi0Yl6oOLk8V8IXbM3jvnsbl3d22x3owmhzElewoclUOptibMojt8V4cSG7ChcmbuBQL4urwTfP67oxE8UBXL3YkOnzTC7HZ76H1JbY5abXhFZbSZG9F9k9sRoltPw2EbGk+3ncREdnYvNDLvRlzh7GxMbMwys/zRx99tCVlX1s1h+Bjzzam3HHEY7fjlvvxW9lsL2HYIxKKzj1+po2uw/Y+lVp1FQRQdAqm1U41WWJOBI7D8WptrNcd6jUximx1hk2BEEEYHaFuJAIJTFTHahVCnKqpqMLbMmGVQK0KSdBhNZSiCWPcC2LUqruwZVCp5GCmnKnVIHGAYrVgdu1FEUKlXEKOUZNgEclgB0KoVXlhAMXcL3OtMDLODBJ9MXN/nNlqMbXATMzEVFhjJRnoMkGV5VRVKSCHItiuKGzCJcRATB4ZRBE1P/9+EuhA1plBJVABy8nwfvOxjDsp81gle+IIdgFpTJtwTxjRWvWXtjZgXRm+npo9H+Bzx+ohvDQqsc2dy80qse23yio2fO+Vzy0REVnbCpGc09jPYq98Niyn+j2vx43EN27cwAMPPIBt27b56hyNrdjPz+altmH16zkaL7y+WIXkbbt78Myu7rlzNKxUwoojzEVwYzE33b5+ewa3pvK4OeygZ6oAmx8a6Iji/3rXHnz41SHT+odPw1N7evCtj2zBzZkiSuWKeZ0MTxUwnimiLxVFqQpz2zu6O2shmVzJRPZZVIZVImfyZRPKOL5jELfGi8gUSoiEQ8iWqjh3e8pUWokmg7g1kcWdqTz2DaZwYDCJu6moaVE0UygjHg7hsa0dCFQq+MjZGVxLl1GcDTHwPu7tjqOvUMblag77umL4zsMD2NsdW3IbIG6+/sSVSVNZZWdn1Pw7zrVupIv45LVJfM+xwfs+v5sTUbx3ey/++tYEJkuc0/BxCWBvKo6v29GDqek03gh14bVLIyjzHE04hBP9HXi0zx8VAVsxp+Ht1W8wtuEVu8GYIXT3BuOVtnL224bibDbr+wC+wipriC/4oaEh86LnyU2vvcksddDBk7YsKWcHEa1qj7GcY1oq9wDuwQcfxJYtW5b8b/08EPLKcZvXvOPg+XPD+OvXbmF4Km8qr+zoT+FOtoLRDAtNOxgdq+Du313E9719Dx7YVtvd+vDuXjy4swdjaSZwQ+hKRHBpOI3PvDmEf7g6aVoMsaIKBwqsFMI/2a+Q1UcYRMmOZ1E+M4R4LIJqxYETCiBXqqKnP4JDm1J4/eY0gqEQLk9VEAmHwa5EwYCDeNBBOl/EG5eHsX1TBx7a1oF/+/RWVEMR/O9zY/irUyPIFsvIZovIVcsIjJcQ2QszSGJJOS4Ys8XRNx1YXlCFLk8XTPJ3+2xQhSLBADoiQVNy7qt2dZsqLvf7HXq0ezd2JfpwK1fbybk51o1N0U4UnCpOFrOYDgWwORA0YZ7JYgFfGh9GbCCEwdja7Fxdblil1fge5y6xzbCKXejlTmZObG1/eKZ6GeZY6uDMjwMhVVYREdm4TCuPYtGMpTmOZrjDS3Oape5C5P1giWmesG122592LOzyZOurr75qFmI4H2P7Qj/ODZbLK8dtQyoz5Unknayp8RFCyIRIyk7RVDNBvIpQBJisjKE71F9r7xMIoifciy6nG1Uw4MIxYACjpXHcKY6Z6ils0xkIVhELRGYDGSyvHZwNoFRQdnIIoWgqIXIewLlGNVBFb6QDZaeMfLWIYNTUIkEsEEIqFEWgClQKFVRCZeRKeURDUSSrHejs6DXj/6nqBLLmflQR74maUAz/P1yJmtcv7xl/O2KBJJKB+1dCqccqMbyf7uAI/58VX1i1ZSlhFc70UuhGySmYoAtbJTHowgAMgzCdmzpmNybUQji1Ki5VJNFpHsONPqdpVGJ7ZmbGzGfqS2zbXYpLfV/xW2UVzmcYzBERkY2Ln4NsM8EKi/zc81JQZTnzB1ZRY9CD1+WcoJUnLptdnZHjes4pWSlhuRX77XzGVNbz0PPmt/kMH7kzQ2n81elhXJ/MmRH/9p5aJfm7M0Xz/dFx4NpLd/Ht1QjetqcWGNjdl8S/ffdeTMxWGOlNRDAyncenXr6CL7x2G1+OBBCLx1AoBBDqiJr2PJ2xMHpiYRTzRaQzBZw9U0IiEUbZCSIUDZvNwaFwCA/vH8ALZ+/CqTi4MV1FNRDCloE4ArEIUmEgXyzhwp1JMx/e3pPADz21CbFkCidvz+BPXr2DyXwZhXwemVIVpVAF8YBjfnZHIoJoMICBRAT/6PAA9s9Wf1mqW+ki7mZL2JQMzwVc+Gd/PIwbMwWM5soYTN4/JPGOzd041JXAl8cyyFcq2J2K4eG+2vzqo8NZ3A7EsTMQQCoUxEy5is8MTZnjPj67odvL2hFg53ylv7/fXIjnZOw5Gq7vcJzP8zJ2PrOcDcZ+2lC8XqrfK6yyxr3c+SHMXximvLzmfgMh3g8m1lhZgC1lWIqpHYsqzfoQ5wlmhmz4JraSvo2tXNi1A6yN4OXLY/i9z15kMRQMdsWQK1bwsZdvIBgO4Wse3WkCIsnCBEbTRfzJl2/hJzd3zPUeZB/Hwa7aYOLmRA7//09ewJXRrKlikmFgJF9GvuAgmi4iFQ+jLxHGyZtTyBcrSMTC5mdOTedryeFgAOMzRVwKZ00K+CuPDuCxHV34k5duYjOTKgHg3HAGhUoVkXgI6WwJ8XAQT/aW8OarL2O0FMGHLwHJWAwHB1KYmCwgXQri5ZtpfGxoBtFIEMlYGId2dOO7ntyOXcvsgUg83ka92UOz/Q1NMGeJi6/90U5zcbuZnkG6WkHKAWKzH9yRSBDjpQKuZKZ9EVZZi0EEF26bVWLbjwMhv6d2RURkdRUiGVbhDhaWmPba4uBSFna5KM05AecGrWj70+qFXW5+YIXLHTt24NChQyvqC93K1qZ+a5u6EryPU5VxZKsZ07aHYY6SU0LRmUEsEDetgbLlApxKFXknh6iTQSpwbxxugiuzwY27hVEMFYdr7W0CDorVEsrVMsrBCjoCcYQDYVMaOlPJ1/qbz4ZTuLuv4gRNf3OGPkIBB32RDgSdKMqooOBk0RFKmdBGxSkjHAmZAIoTBqpTwNUr13E2dx4De/qQGowhGowjHAyjmCmjlKpiqjJl5hl83KPBCHrCXaaN0cqeh7fOWVYSIOFjFsP8+YkNpvD/ai2T7v3Hx4WVaMJY2e66duH7w0p3AK4U3ze4eMsL13U4J5menjbzmVu3buHs2bNmzuOuvLLQJiW/VVZhyWy/L+yKiMjKx3C2QiTb5vAzYanVCb02p7FV47k2eeTIkZYHR5tZnZHnyDifZGDoxIkT5sSyX+cFfj7u6xM5/M6XbmIiW8KWzqiZa3z6wriprPLug33ojEcQz0+YecdfnhrB0U0d6J0NZPC+9CVrY0NWSvmPf/Y63rg6jlg4gFyxismZaWRKDkKRADpScWxKRU3IJD2dQ4jneQLATJrttxx0dCUwkwvi8ljWhPG/4qHteHZXNz722hCisTD6OuM4PZQ2536CkZCphM8Qy7ObHVw5cxK5SgB/dC2CghPC3v4UstkyMvkyXryWxieuT5gK+dFICLu3duFbT2zHw1uWPw7kfMzOxdy4gYDnb1gJZalYYeXrdswfV19N53E7X0IXyuiI1H6X+0NBDOdLeHU8g2M9iSVXgVkL9txmu+cEnEO5NxhzrYfzGb63cIMx164437HzGa79LHSMfttQnFFYRVbb9mc5Zdy8NBDiLzYXRbmA0cq2P8s5puVgiW8uSnMAyuNfyRtPq/vNt5JXgjA8jk+fGkKxUsXBLbUTAw6TvKEgSqUKJtJ508eQA54dPQncGM/h2lgWBza9dRDxmbMjJrByfHsnZgoV3JgqYDpcwu1CGdPZErZ1RHB3Ko9bEzkzKNnWnzKBFR7D+HQeqVgQvX1JPLglhUe2d+Md+/vMoOMzp4dN9ZLeVNRUR7mbLiCdLyMVDuL/eMcBfPWxTcjmi/j95y8hUxxFTziLoaEZlKvA2dEyyiXHhFQ2d8WQyZUwPprBttjKdh3v6IianztVrJj0MfEYp4pVPLYpiegq+xZmy7W2QOUAMFEqmNBOIhRCOBDEVIlVbjz0PmoW2ivmhAB3X9oTP2u9MNqoxDYnu+4S2zxGhldsqjeRSMzbBeCXgRAfb1VWERHZmGyJbPcE3ovj4vvNteycgDtxHnvssZa0/WnVwi7vF3ce8kQyK0QyLLQSqqyyeqw8kq/mEA6wnU7t9yHIYtZOrb3N3PPNgo8ImOsy6FGPlVDGSuNmkTMaTKHslEz1E+4kLFbLqDhVRAJB5CpZ0x6IrXuiwahZImU1lzLKpl4J2xPFAgnEQwnEA0mkq9OYqnCcHzDhGV6PxwVWbglFsXXTDhzcHMRMbgaj5SEUS0VkMhNmnuFEgJlSloUqEQnMtjaqlJFFAYMsFbMCHLuzhgqDJTakwuAM/3/1QRLGfKqosM9rkI9/eV4VF1aw4RF4Ae+/E2CLJZjKMDxK8sKchu+ddhGXvc95Esm2Qa0vsc05Dec29v3Tjwu7Ct+LiGw8HJ/x840X4mfXUioyroXFzkG45wRs+8OwSjs0K4DPNVNWiIzFYqYaDP9cybGQKquszovXJjCWLuLQplqbGYYuWMCdVU7GsmUTVuFDvbUzihszRVwYzeDJXW/dgP8PF4Zx5uYkDm7rRsUBrk3mMZUvIXN3GjOTGWzpTqJQKOPinRkTVNnckzDnXTifmU4XEXKq2NQTx6HNKTy0pRPP7u3Fjp44vnQrY26nOx7Gw9s7cXe6YFr+RMMV/JMTO/DPn9qBYqmMv3z9JiYKt7E5XsTISNYc0+k7eRSyVYTDQWzuiiJfrGJiNI2+oIPwCsbdrJbfGw9jLF/GllRk7vXHv2/riGJTYnXzDZ774bsR5wd3cyXz2CRCQcSDAUyXKihVHcS4e3mN8T4zQDNeLCMZCmJHMmZaGdn3hrUOZPH9hBWAeVlogzHDK/YcjXuDsRfmZBttTqPKKmu0qGvLyXFC7+WBUKNj4yIFS8qxIkyr2/40ezGV//by5cvmcvToUXMyeaVvmn5d2PXScTOJe3sii57Z5C3x0EKzYZVsoWzCKmQ6BvH3iCMl921UqiZJenZoBsloyPw/By1dsTAypQriQWBvbwzBahU3x7OmXVBfTwI5rs86MAMSpmkzuSL+rye34R8fv9cKio/TsW2d+OLFMXTyNuNhdMRCuDySwdEtHXhmXy/+9MWr+Ns3buP8cBojmRK6d/dj1+ZOnL52F+lCFbEQEKqWMBgMYHtvBDdnSvjEySE80mAwdz+bEmETSvnktWlcmCrMtQHa3RnFs1vfuuBNLHd3eixr+jpuTUVwuD+5YKugeCiEvFNFiQO1Yt58bapU20G5PeGNDzvuBJ2qjqPoFOYWuLno3hXs8+Qggo8d3yt52bVr17wS29z1wMpUTP3aNC957T4sNggi3jcREdmYi7p2TtPsaiGtXtjl/WCbi6tXr5qdh6xK0q6FFBtWWc1iqi3xzdvgfGw1LSy8NDdYjrVe+HJj+MO0yXGHIGYrHjJUwvY9883/u33885WCua1YoBZAiQQiCPO/UAS5at4EUPj1ChhaiSIcZCDARB3MHKh2OyH0hzeb71vxYAIz1ZAJboScsAnVBJ0QAoEiuoLdJiQzWR5HPphFOVJCJBpGV0cXSoUSRvMTcDjGZrA9lzXtd6KxKLKRHDKRDDpCy9+JyABNwcmbdj0cz9swSQLJhi2AzPsOiqZaDZ93Xof3obFa/CXOdqthpxbKMY9ZrRKLDYSstUqgjEqwOHv/a3OaUDWKoBP25JyG61bc6GN3m3Pzkg2v/H/svQd8XPl5HXpunV7QQbC3Jbnk9qpdS1pppVWzLNlyUeLYcsmL4/piOy5JnDzbsRzHSVxeYqU92XHkWJZlWZbV+0qr1fbKXfYKotfpM7e/3/nuXGAAgiRIgiirOasRQGAw879l7v3K+c45deqUXJOYEzCn4e/W0+fzO2EKsY022mijjatDpKbCvgfvWWJzuAEHijlARuI9YyWqxq9mo3K5dquXw8jIiBBgt2/fLqr91xr/bNTm8nrDUMFCwmyxwArmY+uaHeb/4U/C/198SkY9m8GpipDeTT0kL+/vSUpfIqcBpmlgU2cCw9M1UV3Z0pVGzQtEiYT2NvGYhkLNwf3b8/iVh3YK8SHCgzvz+NgLo7BSPpKGhh2dCYyWLPRnFDyyrwtfOTaJv395XJTxhwoO9L4U9vQmMTQ6hULVk/dTaJeqWEjmYpio+fjMCyN4xy2boF/lADDV9h/aksVHj0/h6XEO/NKSFehLGnh4a27BuiPUHA+vTtWkV9MZ13FzTwoJ/tESoJpK3QtQhgG9Hg4QS76gADflEtIPWmvQfeCro7M4WW7IIDoHLvoSBt420CnHmlhPn8elBoyZB7QOGPM5EWGf94iNktMEzW3Z6D2aNllllYu6kfxRdKKvxI39RmFxkMa1s6DLYsRq2f6spJoJiyYvv/yyBHIrIfG9UQu7xHpZN0kTnekYzk1W5ux8SAZJmSqKFV8UUKL1jhQb2JSLY3tXWIw/M17GF14axpGhAuKGjlknEAuhCDw1U4YqaiPZdAKWFyBmKzBtYHtHEuNVWxRYakGAhuvLa799b/dFx/iH79+GsZKF05PVubJybyaGH39wOz7x1Hn89ZPnkDR1dKVMjBYtvHx6Ep7vgzGcoqpiZzSQjyORUOQcDOwGnjp6Hi9vtecm0XiTXM5nie9fdX2omoKYr0rgx1hKkqol/p4B0MePTWKm3pwSUBXs70zgHx3sRcq8eNrNUCkbzmnEMPDkw2WBvamwstbgeVDyZ2EFdWgwRDKdDYBGUIPi8/OorqsgaLkS28ViUYKi0dFRec6zzz67YEpxNQmB10JW2eis3TbaaKONNq6uqNs6JRPFL+t1EnGp3IF2P8wJKAl7//33r3pCH8Uq10pWmZyclPVTSYXk++tVMGjnNNcPDZqQIFqVQlQqrDSTh+hnoQKKj5iamDsHan4FVb8shBEE4Wsw/jYVde5v5WUCFQ03QCOwYfseYqqGhGrMEWWCwKdEJZJqcgFRhSCJJqPmUPYLok4YFZ5JGokrcUxQTSWwQgujQBelGN+vIqbFRJ3E0KkYw+drcGwX9Vodnu7h1cFXkdfyczHrcq1rxOJogfUPvy6dn4pKYVAU+yTJUjjhCU2UaRLKxTFo+JoKVCZJtFBtIQpx35Jss9aguourWgvWK+qWqg3DXx9qkVcC85NWiW1eV6NCL69RvB88//zzczkNr7PrdZteC1OIbbTRRhttLA+MK3iPYo+mdZh4Peczl+ofRVagAwMD2Ldv36qrml1Pj4Z/R0sObsNtt902F09cz1rWU79juVhvjfCelIlXR8tz/+Zu7UrqojIfayFzTNVcZOMGdnWHPZqJsoUvH5/Ci0Ml+bdfrcFxW4czFCGXMCzvjGuI1Sowa1XEPQd9yQyqgYLZuouG48F2PBlC/t6DPRcRPt5+cw+OT1bxykhZiDE82rmEgR+4Y5PYAv2XR8/Jz9ijGS40cGSkAsvxEQ9TCKiGga6kgWxah2PbUN0GTl6o4fFnnsf2/u65mHW5x6Vkh2Q37hvydPhnXPNSPZqhsoWPHJ7AcMWay4C2ZmP4wC196CPJfhEyuia9LOpm6lEeGQSw/ABJTVkXFkBPT5XxSqGGnKmhwzTgBAGGaza+ODKD7x3IyXPWa/xP8NiRsM7H1q1bFwwYM5+J7K4j1ZVIHX+9olarbficZu0z9dc4eJIzAIoCitYgiGAgwRN/PaI16OAa6XvID+w999wjxai1wLVObUZqMGwQk2m8Eh7QG7Wwu54CIa7ljQf6cGq8jNFCHT2ZGCyXBVwFnZkYpuoeal4NI5UAu/IavveOAcQNDWcnKvjDzx3BWKGOzrSJqt3AcMFCwVGQTxrozcaEYEHLIAZQLw6XQ99EVcGsHeDpC2V8146skDJmazYKCPAj924TVuxikBzz2++5GU+cnsZosYGOpIn7dnUIkeYPPv2KKLX05RLyfjU3kLUdOT+LbDYG2w3QmdKxOZ+AqauIxxMYtwzs3JTAkzM6Rk6PIuGfxa2dKrb3hTc+3gAvJXl4rmzjaMHC9kwMyeZaGagMVW08M1nFu7bPfy7pJ/k3x6ZQtFxsyZgSxJCUc3iyiq+eL+B79nZd9PoF25KbgqcA9ciqjIVpKq548wzqtQJ95u2gIUVmElUIfg0CXaYzlcBc10HQUuA9gMecDyaYTzzxhJABec0iOTDyUI+ColaJ7fVQ2OW19FokOttoo4022tiYXu6Li7oR1uskYpTPRIWyqakpIXpQHWC1bH9WavKvVQ3m5ptvlmmglVpPO6e5PphKDDE1JvY+BoyQuCKkivA/Bzagh7Y0VASMSBYlb1YIJJGyiBtYUOHL62hKUiyFaHtZcWtCUHF8T9RUSGapOw3JAzqMjJBVaKsTU0JSymIilBTi1Cxialxem6QPQ4khriTEIohEFW4Dn6dR+Yc1jMAlrQWKRrKMD12JQ2fcZ8YRTybQ8BpQlDjGKjWcmTgNnGqg20ihsyOMa5l3X+r8JvGEhA0T8QU2QNxPjPdb1VUaqKMeUNGF6jFmeD2Ch6pfgq4aFxFz+DpC3qHmuKT88/k638uHC3UJ9ZbVhK8wzyKxSV1A2BEdGGV+wGkjIR6Pi+0AH1SOZP2IeUurxDb/HeU0rRLba402WaWNNtpo4zsDYineVFO5VI9mI5BVeE89duyYqJIcOnRI7C02Uo+GDVX2aPj37NFcj0Jk61qIjZjTrKc137s9h2cuFDA4W8embKyplKIIwaPq+Dg/W8d4Degyfbzn5k70pk1RQfnQY+dxcrKGjqQh5PDRsouC7cmg8Y7eMOabKNQwPltBocxeTkxU7suVOp49OowHDm7Gpt4UCnUbE4UG3n5LP3Y2h5VbQWLKr7x5F569UMTZ6TqSpoo7tuSwvSOOX/rEEYn6dzT/bn9fGscnKjgzVUVvUoHtA0lVwbaOBBIxXWLXWUdHT1bB0YKBz54YhOGdxB39OvZt6Z7r0ZCcsFTMOttw8dR4Fd1xA3vz84MIw1UH3xwpYU8+NkcoYc72iWNTQljZkonJ8Lbj+ThXbOCTx6fxU3f0X/QeJH1ozYHimksTIPZAFHEQKNuhzexaxtJUUjlSrIkyTLKpoGMqCrriutgWXag2ifnrJN6/lgHjRx99FLt37xZSPgeMabfG8ybKZ/hYTwPG1deAWuT66Hi9xou60cVjqQ/neg+EuA0sMFBSjkokDz744IoQPa5nTVdzE+dzBwcHceLEiRVXg7lRhV2+Ji+AJAZ1dXVdttB3Pe+xXvD6/b0o1hx89ZVRnJmowNBVPLC3B286tAnnZxsYnK5gADP4wMO7cVN/OPn6lcMjQlTZvzk7dzxJUnlxqIJS3UWx7kogUHFY8gO60yb6s3FhtyYMDc+fL+DlkQq6EhpcH4gn4vjUq5P40skZvOmmbnzf7ZuQjs9fHvna77hlYfD/8uAsSjUHWzoT8l5cxV6Rb1NwYbqGnVlVFFe8QBEiTkNRUA4AX1XwxLSNF4qu3NAVJYVXbQ0/ntdQHRoSZvml/L9HqzYcL0AyMX8+MFBJ6RrOlMIgIMKxmTqm6w42p0OiCo84yThpU8Pz4xW8Y1cHjEUSdyXXhqsEMAIgFnmOI4ATePK7a4HleThdLWGoHnrdb0mksDuVgSmy5VcHKTwjmPOcX1h4ZiMqZDRvVET+7j09PfIgWOiNphRZ+GWAFEls88Hrw1p5wpNIw3N1I+/zNtpoo402rq+oG2G9qkVGMTTXRhvQ8+fPX7cV6Eqt6WqKu1SBIcmGccBKq8Fcz1Tk5cAY5vTp01LQYU5zI6aQ1ktOw3Mpr3WigFkhVgeBK4TqDrVLyBQkg9TsBvwaG/bdQkJxA0cUVagSElna0O7HVwKUnQYs30EAS2xTa64TTiTqBkxFF8WTMiqoeA2Ymi66LiSzeD5wzD2LhBpDb6wbHfp8rsSvJmIwqZbSAtufj/HDugW90JNCaiH8kgezMyZqhlW/gbG6jVnHlXUpaMCMq9AScSidcdQ8E4lSQybQOLATkROY00TkBLmmwF5E1AiJPVSJoVVRK1nF8uvyLCrV8HCLVH+gNUns1kVkFdkOlnXFQ5ZTh+qCPCIs9V495P1gyfp4zLgvl7IsWg4itZfW7Q8RKqzw87iR42seY5LZeZ2NJLaZN7RKbPO600peWa7S6I0q7FKpqo022mijjdcueG9lbHop4v2NjIlXAlwb1x8RPYjrtQJdiTVdbSw+MTEhw9Akt9KKdaX6HTeSrDI9PS3rjmKWlazBrrd4b19vGv/gzgF89tUJDM42pJ+wtyeJf/rgNhQbLs7O1NHtTONtd/bi3t2hOv1T5ws4NVWT50VWOt0pE/WGDbdRx+mxEnzmMzaVU3z05JJi/cP+TyZp4onj4zh8bhoDfXm4roe4Z+PpVy7gJ4+P4P59fXjfA7vR3zF/nidMDa/f3YnX755f92TFxnjJFrJM1KPZnIshYah4dayCzTkVcS+GmqtgpmLLcPN4qYGa7XGuGS8OV5CKcTAWeGIiwE8lgb3OhNThSUaIlDX4NSInjFQdVGwPW9LmwpwwpmGi5orqSj4W9lZIUhksWehNGkJUYU7CnkxPwsSZQh0TNecidZWi7aHqAloQIG3qkgfx7xpegOkWZ4GrAfM3EkyOFuqw/QA70zHc1plCxrj6c9pi39v3xbqpFYaiwAsC1F3vktfajQJeT1rVVJjfRjaorCsx571UD2+14Xme2LK2ySptXNHL/VJElfUeCEXTh7ww7927V/wD1/oCczX7i/ufcni8gNx9991y4VhJ3AiyCi8sR44cEakpXuC4/mgKKVJfuN5Czlofw8Xg9N577t6KNxzoxdB0DcmYjh09Kfn565qF7sceG5ZZs08+PyzM08eOTyKT1BdsSyZhojup4d239yGRjOGTL49jfKKKiuPj+GQNwyULB3pT6MvGsac3jU05E/dszeEzr04KGzRDMkndxV88PSRBy794+97L+hVm4jqqboCnhypwAyBpqNiSi4n10O6eNH7y9hheLcbwp09PYEzVYKZjEizpugbXC1APfGRjukjsjZQtfG4E+P133i3nbVTIi/y/SRQT/28lLYHJYvYsfR1b5fgIbhMDtImajemGJwFJNqYJQUanjJzPwGjhNnm0/BEpcxbLw4lQEmEnaxpcK8CueAO7s/PM4CuBRfNHp0aFqMLXZgF2sFbFUL2Kh7o3ie3Q1YAS5oqiwQ+8BRLenK5kIZo9so02hdiKpSasGQSzeBoVUFsltnmt4PlCwkqUNK2mxHZ7CrGNNtpo4zvHy/1KhYb1SsCP7om02OO2rIXtz+WUVZYD3vNZlOZ9/o477ljxAsiNyGloccg1k6hSKpUkn+T3UT5zNZYxGyWnIeGkS+sRSgOJHfy3roTHKok0Zisl+A0XZbeKhh+SHkgUSWoLmwwxJQbd0JDWOjBuFTFqz6LqeZJHWH4FKc1ETk8iraZQ8WvIaFnU3QbqHm18QkOikldDtTYEJDej07iSIqqCituA49fkX3HVQEpPSGxtejFUz48j392BolfGuYqLuss8hPkHnx2AIX6nQQJMgAJs7NyxDQcP3CzNlJmZGTl/qQbEz2IYr+YR7zGg6AuPXyjkHVnitP48JJmINVHTBohbOf83CxH+bJ4MIjZKgWRQ8OToUKVRE8uj5YJ/VUOZuifN1+XPLCSQRgyhle3VQA1U+OTStNhGResmiWcj2ABdDrwXtF6n+FnldZePbdu2XSSxzZyX14PWKUVeL1YLr4UpxDbaaKONNi5v+xMNE18up1mv+Uy0Nt6vvv3tbwsRlLY/ax0rXI2yCp/HfIADxVSDIVllpddCrGROw9fisAMfVOXkIDQHCFiDjXKaq7GMudz7rCe8bkcHbhvI4vxMXWyAqHBitvQcHnvsPDpiKj774jCqlotnh0i+D/sIEUjE6O3O4u7NA9ibM/Cxb5/Dq4MzKFk+zkxWMVZsYP9ADt2ZGA5t7RCV/R+6dwv+7vFTKDRsZLJx2K6HTz11FidGCvjtf3gvcqlLq3qnTA1Wo4GTZ2bhOQ5MQ8fmvhy6uzLYkovjB/ebqNgp/OfHp/DycBE2J5e5ZlWR6J59hripibr+SKGBv3ixiI/+1P1IGMocOeHChQtSh4/Uz2tmVsgtFHNs5Wuw36IpgNHyQ8sN+zBFyxM1Fdr7sI+Uj+tC5LE4cbAIjh+qqpjNdUavU7V9TAYuDs/UsT8fX3BsLgf2iD4/XMBLM1UhmjAHOV1u4FipgR/Y3omceXU1BqqpZA0dU5Yzp6xC1D1felQ5XUVpA+czkTpv63WW+Q2vBXyg2bOMzo+oh7dWA8bValW+rnWt63rRVlZZw6Lueg6Eoml+ru3ee++VD9d6wHLJKix+vPDCC8J8oxrMjZBkula5u0shYkdzG++77z75ykc0hUTiEKcTWciJgqJrlZtabiBEuTf6DvIs7s3EoC5iS64kOlIxeSy11qdGXPzvM0dRarhSHD0/WUFcU7Apn5zzL+TNnd9tysXw2IUqCnUXnUlDWK5U9yiXXUyWLWzL6ICqY19fFlN1V5RKbuqdV4fIWi6ePl/Ey8Ml3LktLO4eHS3j0eMTGJppYFM+jof29eDURAXTViAqLilTRcELMFOrImsA779nC2p2CV8/OonNaR0zZlwCDLI/7CCQQIJvN11zhG3cmTBwerqOC8UGtuUTF/l/R4XexvQobDuL0zUTvQkDiXgcjqLB9gLc0pmQQPKpcwVUbBepuI7ZuoO6F74fd9NElcVz4IHNmSUtjxKaLjcFVwEaroeRMn0pqQ4DFOsBPlKdwW1dCbxne34uULoczlTKOFMtC9M2/KSE593piocdyQz2prNXdY6wAJ9EChWUEASOTGDyld3AQyKIw/bsNU/WrgfRfWO5Etv8bPC6EZFXGDivpsR2RFZZb82iNtpoo402bpyX+6WwXpVVGENF90+S19eDld5yi6n8PZv8LHzcdNNN0uS9EffclSarDDWVAnft2oUtW7bIz3husJDD48F8JirkRDkNidnXEsMtd90kjwi5WaxkblzBKFIvuUgwQ5Q5PFTTDZxvDDUn40h9cEUzMK3Pq86IiiDXGGiYsspif8NHw/PhBD7KbgMN30XeiMn2kNwy5RVgqoY8CBMGal4do40pdOi5MG+ldVBQRd2vyXvQAiimJDBjl1D3qHQSep9XPb6+jZyRRCxIINZtIlA8OK4J23OR0LRmgZOFWFUm52qeg5wRg+W7GLWK2JbslBiRj1b/bx7/8fEJBLMeOrfkhbQRM2MwY7RrDdVV9MCQdVI1JSKaiBILB4Ca6oqRMkuYuSw6BqLSoiFg0qOHx94N7DliSx1VUUhJIwtTuTIhgn/Hv6GySkSnCV/Jl59TXWWx6uOVQGUYJdBkv0YEHZ6fsn1+aKm2kXOaK61/scQ2rw8kuDGfGR4eFmuD1ZTYfi34u7fRRhtttHHtCpHrvUfDNVHZg/fK2267bc1sf65VWYV1bSr281jQ9udGEERXmqzCtVLVkj2Ze+65R+ISbm9Ug2VMS+IN0dqjuVolyavN7WbqjpAe2EdYTl3+WpE0NRzoX/o4HZ2w8aevHEexEcax4yULjqJgaz4u9joR2KfpziYwOF3C8EwVXdk4Zqs2GoGCQsXF+Mlp7OxOIqkBO3szCBwXxaqFmzbn53o9nZk4jg8V8NiRUXz3PTvkZ8OFBr5xegYnJ6uipHL/jjzQsDAxOo2ZQg2JmAHHtXDk9DiSE2W86fbt2JQO8IffnhHCC/tElYYDU9fkK4k1uqaInVHN8dGXi2Os0MCz52bw0P5eUQjlo5WcwONfHzoNr5zAqUocm5I6kvEEAk0T+6P7+tKoWx6+dmIa01VbFPsrlouphgtTU6ApCgoNF1M1B7s74uhLXhznpnQVcQVwAgV1lxawPkr1sL/iuz4+emIGe3Ix/NDeTqSXoYxyvmLh2ekKKo4nfR7Ja4IAVdfHc1MVvHngSgMOC8FtuLMrja+MzGKy4ch6qdZSdTzsySaQYm63wfMZ4nJkE+Yni3t4UY+G9RCeL9GAcURuu1H7pNokq2x0Av7aV+u+g4u66zUQ4gWXQQS3gdP864WostxiKgscZDqy8EHrnxvVSF3Jwi4nihgERTJ4fF1e0BZPIUWFHB6jSG4qYuxFU4pXuugtd3+cnKjgs4cncGGWU3YKdnYl8M5b+rCre3ULOWTcfmvIRX+vggObQsYylZNfGSrg2FgFN29KCwFjcKqCnmwcHbkkjj07jv5sDOcL9WZZkTdIRSbYzpcdGL6NzqSKj70wKezVyaoj/osMhtIxHSNFC+em60JWefL0DD706BkU644Ea6+MlPD4ySmULA9bOpNIVS0Uq7Z4u/Nmr+gmfvCBHfjzzz2FYs3F1oEMZuoBy9ZgWZfEEpKAYoYqRJmG48n7kuFqhyOKC8CAeGBgQB43U35saAZfulDEcM2BW6qDQ4l7UhrOnangj45VZF0s5dq+j0oQoKsnJYEs2TFh8TZkOC91HvTEEmBYzYJ4wdUxWaXMuAJDDdAdM+TnL0zVsDMTE9JKFJxcCierJdQ8F7pCme9A1FV4tSOD+ZnZUWxLJhFTr+42lFZzUHxFisOO72LarjSl0UvwdRdq6mLlmY1mA7RccBujRgCbQZeS2G4t9F7Ka/Na0FZWaaONNtp47eFqi7oReP9aT2qRrdN7BKcP1wNRhRAbkysQ8HkMqLDIuJ8FUsb4N3I9K5HTcHuYg42Pj4sCDIt60RTr4imkiIzNB3M3/m2Uz1zOG3zxuq8EIfb6FdRRQxCE1ipxJJFU03P2MKuFutGAo3vIqnEheXCbS34JM05J1Ex0VQ+JFXCRUTMo2FU4gYuYEkfJbYjPerhNoeWPHdTRbZioug0U3TpiKoucCgxFk+00FAOWb8EOHCGvFLxp1IJqkxqhwArqkovU/DqSahIOs6bAl1yBRHA1MKD7OowsVUg0IcjwLzVVg+K3qJcogB3MK46EaoqXJifs3LkTjmtj1poWy6SGW0fVqkIJFKCuopqvAbFQ7ZGvF5ZkSenhdoWvHR35i210+DMxVoJddxAzYk2SSahYwudrMIQYUg3K0AJj7jy41PnE57oIyS4kpYQaLXIk5OcN1JBAasm1XApci+HH4Kq2EFb4H489LU1dxUXPtk6oxsYt7vL+cTU5DZ8bffYvJbEdTbHysdIS28yfNnpht4022mijjYWI1FSupkezHsn3rLtxsJXbwnvgeiGqLHegmBY67DExB7jrrrtuaD62UjlNNADNWiutlhinsEdDUO2eD6rbtJKxR0dHcfz4cclhopyGX5ezvctZ82TVxjfOFUSVgz2FnpSBB7fmsa97dW2gijUbXzpVg2Kq2L8pJMTnUg08eXoaz5+ZxAP7w/NzvGyHhJfeFP7T4yeQoy2Qyz6FCs/lsVLhKcCZmQaS8PBdhzbj8y8OCQFmrFCX/o6pq9K/YIh9Zqwkr3tmqob/97FzGC1aSMY0HJ+o4tnBAuqTM0gaCnb0ZjBVDQk9AS1SGxa+79YeHD9/AeNlFzv6sjjHAWhDnyPE8LkxXYXr+ahZHpIGFd3D3sXlyAn72UeZKOKTp6Yxyh5NuSD9qi1JFVqhgV958jymatxYDoMDBcdDJh+HZzJGFkp+mBUozK8uvj5xSDmnK3BJLlFjmLI8ISixD9Sd0NHF7S808PhoBW/dmpU1X47AdLzUwKzlSh+HT2M/jH2suu/hCyNFsQPqil+d8unBXFIyoOenK5i1HZQdDgkAp0u0PaojryZxH5X9byCx6kahtR62XCweMOaATtSj4UDPjRwwrlarYsO6Xmpe14qNvfoNXtSNnrteCrut8mac3uNJvt4avpcLHPlzstaiAmlUDL2Ra7neIIh/z+lCNpUPHjwohATiUtu4uJDDYCkq9EaWIK2WQZdSPbjSukeLDfzvJ4cwXbExkI/L818ZLcsN/2cf2oGe9KWl11Yah4dLIjfdl43NbcveTRmRjBuabYh3H4uFvdkEfuQNu8BYgkxdy9VkvQwU5BnNmqqqsdDp4k+fuICZOtmkgSiQ5OI6bu5Lhzd2+gHGNAlMPvbsEGqWi3198z7rJKyQzHLvzg5s706iWHNgOVTFUFC1PJQansiy8Y5Nr76wrEliR1TEJaGi2axQgNm6KxZC2zsuP93H59+/tQt7e3I4LbJxPjK+Dbswgw9+YwyVhoeepIJ4LI4ZR8VowYZmNNDRlZRt4nuROUwvRJJjFtv5bI6lUS/4qGseHD2JIAjP8bqjYToAcmaAhuvjr49N4hNSpAZu6UnhLTvy6E5cHNCU2KBoFrGprsJ3Y0hGasmsbeGV0ijuzG25qusMn5vWckj6aRy3zqHsWDBU+kqqqNJHPuNi0plBrxmynl9ryiqXw6UktsMp1nGRrGRgvVIS2+3CbhtttNHGawvXUtRdjwR8FgVYFGVczOk9ymWvl3xrOcVU2uawKM1CKAukN1JR4EpruZp9zjUTXDMLtdFrLkUibiVjR2Rbxisk8JNkxEIL4xQSXvj1Wi2DSFQhKYHROHU4SMaooiyqGxlt9QYySESwdEcI1ySqEPyMpZFG2S+j6tUQV0wpWyaUBDJqHqPesBA/Zt2G5De092FiQxoHw/Cyw+d6KLpjsDwHdYUWQyoyehxZnaqOvsTHQjQJ6qJWYmCenMH9XvJnhYxhqgn5ndcknbiBOz9xp4VWOnrLxCqLnIznI+IGaSCheg3QY15ZetjQTfRo/aKQQiqI53qozFZRDApwaElUcaFrOkzTgJoIE6iIbNJcVbhOuDIQ0ArRX/F1uL4TWpwqkdVOuNZQwYTrt1HAVCjvDA0JJIXItPhc5VZFFkURTWVeXYV5TQMmTOgi0o2rJKzEZRscpbrAEiiRi0PXqbZC8tDGI61crzLMpSS2eY3g9YFkt5WU2Gbda6NLZrfRRhtttBGC93XmAHwQV5PTrDfyPQkQJGySGMH6Put66wmXU5zncWCvgz0PDuVywO5G95hWosc2MjIi+5zk6t27d192GxeTsXnORY3pSEmS6pGtlkGL46Pl7JOa4+Hvj0/hQtFCbyoctB0t2/jMiSnE9V5sz6+edeKrQ0UU6j5u7Z8fLNiUi2NHdxKTszUcGy8LESWf0PHeW/vQk9IwVbIkbj5XtLjToDZrBuS3e5oK1zDwqeeGUak2ULccFOoO0tNV3Lo1LwPFVGjJJg05pz59ZFx6Vnt7U3M9jaGZKo4MF7GvNyUK/OWGK/uMpI6pUh2Nui09Gq4hbmiy/9wmgYLfk/wjcbgSkj1mqjZySUPe/0o40JvDlnwax2cboiiSDBxk7BL+/TdHca5ooz+hIB6PoeZrGCo7cAsBujgE3uwPJXRF+ixUzOlNLcwltqdMpF0XZyokuYT5lmhzUmnFCVBSfekzffrUNL55dkZsg27qSOAtOzuwI3fxOTHRsKUfxf3SYKInNrYKHObijodPDc7ih3d3i4XPcsFz4GA+hf25JL40PItnp6tIagrimipKMieVJL45XsTDm27c4M2NAj/30ZDRtYB/20pu4/nLnCNyT+D1kc9p7dEkkxfnossF6ymvBfX7NlllBU5cJs/XUtRdT4Vdeu5R2YM30sj2h4zQKLhbL7hUkEAZNrJeeQyiAulqrOV6CruRpBwvVPfff/+CAslyzyMWr8mq5iOyBInIKyQdsdDTKkfHwu9yXvv5waLIuFG1JHp+Oq7j6GgFLw+V8PD+HqwWHK85WdeybhZId/amhWDynts3CQP20NY8njwzi48/ew6jhTrIeQ5ETYQMWU1eh69BpZCqpYgHIe1xyCnhzX22HuDcTA06FYWycdy9PY/BmRpGCnUJvKL359f+bBynJqpCUknFdOSbAUWp7ohySsLQ0J/RocKBFvhIa0DRDX0GVUZjLBq7vljx0AqIwdcP37EpZAwvA11xHV3x+emvr1QBVyvips1xeJ4j1yTLsSXyqZQt7OxPinekqmooWB7Kduh734pnzs3iv33zHF4dmhEboESmjp6tXcjn41LU5gTnTMNFodgQAlBemMDAeLWAM4UGfu7OTci2yP0RZuSp6HkLXOj5MFUVU3YFRbeBvHH1n9eq38C4XUTDZUhpy+sZpGVDwZg1hR6jc8PdoK92CvFKWJw4LSWxHbH+oynFq2mItSWz22ijjTZee0XdK3m5r/echhLZhw8fFnXIAwcOyLrW03BAhKXWxH3PiRven2mhw8dqxDLXa21Kq1KSg5iPcJ9fbUGnlWy7ffv2BZZBLOJQYabVMohxTfQel8vFxPYGtdAuRonILqqwDEjeSAQp6MrqlEMiHZLFR5NEEtrIpLU8MlpS1qMGOi5YYyh5JTQ8GyU3nCikUmFIlghgKKpMrRVcG2ldA909Q7KIIjZBhgxVeOiL9UBXNFT9sEjcqiYTkubVpqJHSCiK9gfVC7k2qp34NouiHrpiMYzW66LeaCihNzsLnrIdKlD1bHQYSbEAuirLJD4MIN2bhepSpcWCmlAln+FDc1XIskjq5uShpiNQw6JyZDQ6t5+DANPuJIpeAVWlAtdxoasaElqYzxCh9VJIQYmsd/gzWgVR4SStLLYpjbKXMCe9+NgqcBQbenBtpDJHaYiaSvTiJKdYVRvxzjg8xYEarN6QyHrNaa4ksc26StQMYk5ztRLbzGlYHG6jjTbaaGNjg/FsRLwnRJn7Ksn3jCXW2o6P91HmA2NjY7j11lvl/kcSxXrMZ5aKxRm/MR9j8zTqMa0GrqdPw33LfU6C0O23346enqvve7AHw7+L/jZSVWBOQ9t2Iqq/MmaJYo8rrfn0TB3DJUtIKZFyxrachjOzdbw8XllVsgqHekmabxXK4LfbOhLoSpn44Xu2SE+ExJHByQr+3adexXChhkKd5Gyh3iNOmx72CQIgETdQbbgYnq1Kf4XEEcf1UK4Dx0ZK6M+ayCVjuO+mfiGgHB+vojttLhi+7c3EZU1UxCcnIhPX5eG4PgqVBpIxHf0ZDYZGkoePTR0JnJ2oSP7CXokfeKKoQiWXMm2BdBU/8sB29C9B+FgKGVPD3X3zLgRHx2MoYxZ7N6WhI+wbO1bontBouEjBF6siXm+Klid9GloDteIsFWQePYtnz00LkcRIFNDZn0FXV1LyvrLjoWi7KFUsuK6PjhiHeIGxqo1Tsw38zF2bsC27cP3MGbmGusccKCLfM5OBvP9o3cGpUgMHO64+JqZqzkuzVdQ9H3WPQxYe0ipgKgFenq3i3u4MMsuwKnotDRQvOXydTsujdcCY1wgO7ND62TCMax4wfq2o37fJKtdp+xNJG19LUXe9FHYj2x9+CHhDjibXWmXO1nMgRGYxgyCy1CjxvVoBZasf4tUee05MklzDCxQnPpeaFrza12y1BIm8wSPLIAZFVF7h+/G48rmXKyKNlSzEjYXnNAMB3tgnyqt7TuzuSQnblYzMTFOOjNJs/Pf33L4Jj9waqtE8c3YGH3nivKzxQG8SR6botx4qmFDiWm4KhoqK7UohN64q6EwbmKq6qNsedA0YLDRw79Y8fv5NO9GZMlGqh/JoUSE2AvcNCSZTVRvdmZgENAzYRgsN3LOzQzwXb+mP4fC0ijMTFWRTMdSgoeqRpasindDlb/ozJvZ3p/CO/d24fWBxYfTKiD4LEaFH0xToekxISWXFhtoIPel9L4DjUwbPhg8NjmPLDZGFPO6X05NV/D+fPibsYbJ6Wcwdm3UwURzH/XdvRiYT3hxn6o1wX6kKClbTXgnAkakanh4t4y07OhasbyCexLlaRax/WsG/6TQ0kRive85Vk1Uc38OzhXMYsyjJHYKkJLKDs2QI+7bIpptzjYmNgRudEF9OYpvNIAY2VyOx/VoJhNpoo402vpPBew/vB9eiENmKtSaE8L2pIMaYt1WtcD2sbSksXhP3P6f4SPy4884753yxVwPXSlZpVeUkSYUTkysVr7R6g3OoIppA4j7ivmKMwq/RxOJS5yyJCKGtzcJYhioatG8JzSlXpxxCNRXD01HXQkJYtF7Gq7T/6dDziGuhmuWgNYyCU0JGj6HuOig2SWSuRLu0sVFhqhqs5lCJoWrQAxUNn3UJDw4UVF0Lm+Nd2BwLm/uXsqiJqQZqijNnFUQwPuez83oWsABn1oXSS1tQD1tTCVyo1dGgdaWiyTReTNWQ02PYFM9jR7Lrqi0+iTkVHsnSwnOAhGo+LNSFLBPmr2xCNaCShK+pKNfKMBNxyX0IElVmvCkogQrHdhGPK7B8W14/baSbgtvzJJeQ+hNlKrQZrSARJKG1kJg02eMktPiXsBzSwnOtRRlluXCaNkKtTCa+Vqoj0VyZ1zwqGws3Oqe5lMR2VPe4GontaMqxrazSRhtttLFxERFMrlUhMkJ071pLsgoJHuzRLB7GXY8WRUvlWOxDsN/B+Jzrv1Z1xNUkq5AES4VIbgt7NCtFYI1i2UhJMlK+5nBFpCTJ92IuznP3UvuqZJFofbHFS8rQMF5d3R7Nnv4MUoaC6aqDgWb8zW2bKFn4rn29ePuBHjkO56cq+O9fPYFy3cFt27vw9OkpWFQ3YR7EP2IPK26EVjQeh3l1dGXiKCBApWbD8z2MFxuisv9jb9mPA1s70KCivUJVlIXnnKap6OxMo1apiTI+ySnsG52frGBLVxq37+rCaXcKt25K4OWJOrIJEmBMzFQsWWs+acow86Z8HDf1ZfDdt23CWw/2XfW+4baFPSja6wRChDFFKdKEo7tQ61XZVloC8Zg3bCqdaPBIqikUke3tlM8USTe/8eljODVZQ0YHYqaCWcvD6dMzogyzuSesw1eoGGN5ouZftMK8kPv2lFPH184X8GO3LLQM25Y0JedoiqosIOFn2RTj59e5+msMt/WTg9M4V3EWZEuTtM2CBtP1MWu7G46swuvBSpLvLzdgvGPHDrm+l0qlOZtkkueY87SSVy43YBz1aDba4PZitMkqq2z7sxhrGWy0WtCQ5EGCwwJywjov7EZFaU4gHjp0aNV9G6+VrMILDokjN3pikvsquphRuo7nLC94g4ODcgF77LHH5IIYNa9bizhkqVL546Lz3gvQlVrdktmhzVns79QwPFuHqdsSnJGowgDiTQfmg4dvnpiE7XrY0Z0J1xoEODptwQkUKR+ySFxxQ+88as2l4poEOb1pA7M1R4Kbgc4Efu+9+7EpHyYD2zoT2N2bwssXStjbF/oZUn6OqiwP7O6UGzuJHqGlD7B/UwY//dDOkDhkqvilR/bgi8eLeOrUFAZ8D719adyyowu3bsnh7s1ZIaxcC6YqNj767DC+fnJaWMd7e5IoFmt4brqEbMJAb0cohxf4PnLZGPwm4UBVA6SVAFnFk+Qhkhv71GlX1GgY945XbPnbGINGO8CFkTLie8KbIW2GCBJ4Es21U2aOLN/nxyoXkVX4OpSpiyTC5/3lw9fgpGe8paBtez4KDVdYyWRiLwUe25eLFzBuVVqSkNDpkaFZBQEyviuvvdFwowOh5UhsR1OKrRLb0ZQik83W9V2PDdB//a//VR7nzp2Tf7Ox+G/+zb/BO97xDvk33/uXf/mX8Vd/9VfSpHrb296GD33oQzIpH4HXsp/+6Z/G17/+dVnHBz7wAfy7f/fvNrw/YxtttNHGahd1o1j2emLStSTgRxY0UYFx8b1pPeY0rcVU3k+5fhYoWdS9Hou+613LcsHzhsMCLLre6IlJFnJbG9ORfC4fVFVgPhtNKPIRFXFIMFCayiGtViqh/khoDLSaSDoxWIqNql8TBROui6AaYEwNi70kVpS8CmKqKTaX/fEcym4RBYfKHyHh21fCAidLjFQxlO1QgKSmiiIKC5A9Zif2JLfPfaZjSlyeR3ufSD2F78/36DO7UHDLqPsNeR2SL7qMTuT1HApBAX4lQK/ej6I3i9441VMMNFwDCTWJnlgGOX1egfJqMesUMWJNiA2SoRhI6QZUlUVX5ny6/Cyk2pCQr0FlfkB7Ip+DQz6mJ2dw7MIJKcx1dHUg6HcQyFMcGEldFFP4fBu0BOIQAucbW68F4WvL/gj1VeAEzgKyyuUIKGGxnUV3fcHzQjul0F7oUvuGRJSaUm55oXmQiHOl917PWM2cZimJbV5To5yGta7WuggfbBy1HpeIsH8taOc0bbTRRhuvnR5NdO/ia61FXSmyoGF/5qabblpAmFlvFkWLCe88DiSMUqV/z5490nxd7abpteQ009PTQg6iGsrNN998w+IXro01VT6ixjTjFB5z1jzZo2m1DOL30fFPNZXNWf9nXyIClUb2dN54Z4FWbOlM4u4tMRyecXFyrCzDvLTd6c8n8D13zVs9PX1qGtPlBvYP5ORndwJ4/NQ0Go4PJwh7AlXmNzJcTDWUsEfTmU3CMKiK4olSy69+3x14YH/Y7yNR466tWXz+6BTySUMIJjzew8UGbtndi5zdwCuDM0IWIQY6kviF7z6EVIw2qMA/vq8XT4ypePTEFPb2Z5GKabipN4U7t+fx4J5u6adcC6qWi79+8jw+/+Kw9Kv2D2RRLlsYma4hlzBkyNkwRAYTCVODGjPgckFqgJQSoEMLcOL4cZw75gjZ+vkZAyfGK7KPzhdJwAuQiDH/CzA6VkFnR0K2p2x58jsOLifZoxEiTyDqMU+PVPBjtyxcp6hqttiZcr9HH5eICNVKKOFr0Z4oaWhIN8/BpfCtsaLY/8heb/n48d8VqEi4HtLX2P96LSmrXAm89nQ0c5XFA8bnz5+Xe8PlBoyvZ6B4PeUz7Y7OGhZ11zLYaLX9ue++++QmuBjrubAbsV554WBRei2m+1vJKssB9yULqpTxu+OOO+YaxKsFFsB5EeG+I1OPBJao0MuLEY931JS+uTeJJ5MmTk1WsSXPKT/gwmwdvZkYbt2cXd11ayretccA+nbhqbMzsBwft2/LCVGlJzMvizxetOSmHx2brdkYThfIUlWgcAMCMlt5J1Zg8LPbcsOJ6Zy6C/C6nR0LZN5UVcGPvm47/rh6CifHK3N39M0dcfzsm3djR1cSz56fFQYx13L3jg4km2vgedGXi+EX33FAAhcGELRSut5rBoPAX//UMbw6WpbAiq/7dy+OwXZceNUafDecPEyn48j35XDrthxy6ZgUrk1Kxdke3ryrE6/ffvMcq/vFwbOYLDdk21gb5e4qVm2xUfIbjhBT+DPeMCyR+p6/9lEqjgFy0b64QTXjWOg0Y6h5Dup+OKVJ9RN+LXsONiezoqrCgPsLp2fwlTOzKNmuvN8bt+fxPfsu9kqktPmoVWzxjo8QRlmcJmVcuhGLu6sdCC0Gmzu8RkTBBu8PkQw/EygGSizufvrTn8bDDz8s58+1Xns5ff17v/d72Lt3r3xW/vzP/xzvec97hETFoOgXf/EX8dnPfhYf//jHpQH2cz/3c/i+7/s+PP7443P76l3vepeQFL/97W+LVOeP/uiPynXud3/3d1d0v7TRRhttvNaLuiuR06wVAT+y/eH9gH7oSxUY1/MkIu9ftLmhFCzviWsRB1xKwvtS4P2f92s2h5mHXY2F4ErK53JggQMX/FlEyI+UJOeIK5kY6kpV4mASB0hUoPZIXKHlzuoS8A1fR7oSR2dnN6peFbpqIG9kRcEk+vyRTEISiamGa6OFTUaPo+hUw+2PahJ8PVritAxOyH9CBlfRG+tY8Jk2lRhSagZVvwwrsOZeK6mkkDe70G10o+yRgB8gpSWRUBdaoKa1DFJqes42p9VO6FoxbRdwsnZOlFxIoCGJhyoyCY0FUZNsDtkm7gtToWFQM0fjujS6qirYtGcL9u+AFPGmS1NwPKu5H8KnisURySQBawjh/mlVSWm96oW5Q2gN1AohvAgdheSXhb+bs2VqWgDx+JX9gqjByPGDgbSaQ1y5uJHgoBG+1yUuvUKqYe66AbGWOU2rrVirxDavEVTkJSGf+QIVofhzFltpA3StZJV2TtNGG220sXaIejTRfWcl8plIiXw1wfdjv4D3qdtuu23O9m6992iiHIK1QjZSea+966675tScVxtXQ1bh89gLofUGc0jez1eTXMOclX0hsWWp18XpIOrRMLflsY6a0gPpHPrTJs4XG9iUNqUmP1VzENNVHGqxn1ktPLQrgdfdtg3PX6hgtmLjoYEs3nywHzt65mMpqpaQfBLt080dSaTiJVieHRps0k7UC5VIWPdXWg5b3NRhOx529WVw5+6FdkzffbAP52bqODFRnbNZ7Uga+NG7N+PebTm8cHYag5NlUU+5Z28P8qn5vhEV8n/y9dvww/dvFdJMLnH9PRr2M37nky/j60fG5Xiwh/Xp54fFFieIxTHYzNEScQ0d+Tj2bspJT4lDCHQRYI/m7v403nrLQSEbMKc5ceQCJsuRhWu4r0oN5ohAo2oLocQNApjy2uEwQ5T8kHTC/KS6hELKWN1F3jTE0pVKJ3wD5pN8nxnLw8G8ib1NZf3HBwv4u6NTotzDdd6zOYv339KHfHwhlaDh+Xhqugq76WywEGHfpuEGiK/iYO5GHShezoBxoUle4XWL1w3mO5///OflvkGF3tdCPtMmq1yDl/tKFXVbpxCvxUrmWkHWKIkqvOGRNHEphtN6DYRItuCJf6NZr8tZC7GcQIhr5gecz11JSblrQXTuRhNIvCDxOEdSU2xKs3BzKG7ihZqG02MNmWjc3pnAu25ZSBBZLZAQ8dChPrz91k2XfM6unhSOj5XmPksTNRdqECCuAGlKnckNPMB0xUYmpoH3bcehKQ4JHAF6Mwa+//ZNF30O9/al8VvvuRlPnpnBVMVCV9rEfTs75/bD6/cuTTpq/UzTd3Gl8JXjUzg6VsbWjrgEQYPTVXiuB5/vZRhQaAkkE2V19GQMzvOFKjnCsAX2dyXxwObsArkxxZyAH1iiBkM1Flm/z6AjgFO3sD2uSCOiUGqgZofXqzkLIj+QALRrCQYyVVVMVUWXmULRtVD3Qhlu24eQVG7JDsg++syJKfz1kQmoSoCUoQr55e+OTwlL+CfuWHjMqx4tfjwJ0i7a51BC/3mu7xqkuL/TA6FLSVZGk8ws5FLNilMHf/qnfyqB0fbt2/FHf/RHQl5hALPcwvS73/3uBf/+4Ac/KCzeJ598Uq5JH/7wh/GXf/mXePOb3yy//7M/+zOxGODv77//fnzpS1+ShtRXvvIVIdcwsfu3//bf4td+7dfwm7/5m6vaOGujjTba+E4u6q6Vsgq3g5N7kcIi71WXwnrMaQgWSFlsuFRRej0WdqOJT04EcmpyrWVmI8WEqCgeqcRFqiuO66B7aydSHUmYCROmbiChJJFUQiXG1V6/7msYiF9aVtpUTSFukPRAgoYoyXgO4lF8pdCShoXLAC6J4IqGhh/alvIIeoGPXjOLTiN78TSnmhfShBU0JE4mgYX/5u9iSmxO3aUVrfuIX7UVKh/xdYcaY7LekBjDYq8theq65yLuhYqWDOWpFmOoMYnxI0IJKScJpELCkQH5/OS7czhlHQ+Vcyg/E3iSI1GlJFADuA0PMTMORafqZljTiZQfQ9KJbKUoyyxGqMTDrCqy/BFmvPzGCOJCSiExZtafhAOrqdqjwIaFgj+FTrUHprJQMclTlnFN4g65ejX7Ncfl7IZXG605786dO2VttChgPsNC7L/8l/9S7g8spLIo+6Y3vemqhoraOU0bbbTRxuqDcQSv5+zRXI/tz1JYbZJ7pLDI3kyr7c9GyGe4z3kMnnjiCekbcP2RNeN6zmm4ZhJCGA/cc889olCw1lisJMnzgvkMG9DF06exKTBRcdMYnjGhm6aojrxuSxY786uryEmwB/C6PV145I4dl3zO5s6k1OYjNZjJStgP4NBtwgjjfCrcF2qOKKTAs1GsNERJscqhWVPHD79+j6iptKInbeJXH96F5y6UMFRoiOrMnVuy2CoWmsA9e3rkcbmchq+5+HWvFS+cm8HjJyalR5SOG5goW0JEkeEC24ISi0koX2u4yNZdUUCpueyj0C4owLZsDG/f1blgIENLV+EGNSTNcPg6tE4KUPPCc3drPJCa9zHHxWwtJP9E5724CdDWJ7ZEPkO+v6JgVyaOyYaD6QaVO5lTAjlDx/ds60RcV/HUUAl/8nRIuGGfyPGBr5yZESX+f/XGHQvsqIq2Kz2nyFroUqAiv6i/bCCs9UDxYvCYM+eN6kbsNfP6wNoMezQkslCM4nd+53ekR3P33Xcv24ZtPeUzbbLKMtDqe0is5InaSni40cUyvgeZVyyMLoc1ut4CIa6fH0J++FiUXilf9GtFtO+utI8iSTleTPhBXi+Fm8XHmsEZH7Qm4vnO/Xzr5DRODE+JH/hILYnf+0oBHnTcviWH772lD3ubPnmrgSt9Ph6+uRfPnJvByfGqeBoy4LHdAD0pAwe35ITYQc/CZ87OiIf59qyBGcsXpZLuuIIfvL1fSDFUKqGiSitIUHnXrVdnM3WjPtMkqjAG4PYQ02VLZvwYAELVoJkm4irgOg5KZQv5RgP379uCQt3GhaECXn5+Ar/y3Hk8cFMvvvuOzehMx4TEw0CRAYqUVqmcwqKs7yNQKTtXQxBUJJiicp0S+CjWPSmexkxNbHvu6b+YvbktmcaEVRdiSYeRQFaPoeI68u978gOIawZqtovPnR6Hr7hoEnglOFIdHU8Ml/CuvV3oS8/f1GK0DbpcECTsZHXDEVXWYyDUCrG2SqWE4EhlFa71e7/3eyXgYFDyG7/xG0J+Y+DyEz/xE3jkkUeW/dp8LbJzySInme+5556Ta9Bb3vKWuefwnsXpSCbBDIT49ZZbblkgOcfJSErOMVDjOttoo4022lidoi7B+JZEgdUAyZOMrbkdLIpeSeVrveU0JHuyuMBjwvWvJYl9uYXdiBxEO9O1JtdEWOr8bVWJi4i2LPTODs+gXBtDRdEwk8ygYuhIGCYO5PK4JZ8XcvV6AFVEOvQcJpwpsbqhhIjte1JYTOtxxLWwAUAyy6xdRUaPSWxedTl956PDSGFboldsaGiB2oqQlBKfVyhZBq5WSn25sAOqLjbEhkgmmEVRJiSb0/echJUEDMlPKC5Ca5488kIY4bY7voVCMI2KUkRKyyKpUPUltHsSwjqTFg/QjdD2h2cKc41SrSjXA51S4zJ5GCqvIFKlIe1EWVhMI0GHBBYSXPj+Qkzh31ERBgZiSEjeUUNFiCoisB1NOgaqPLfqV2BqC/c7f3eldEXhczYgonvMegTvVSS3/czP/Iw8aBPEaxonE1lUff/73y85Bou8v/7rvy4DUstFO6dpo4022thYtj9rrYDPuJoNvuUoLK63fIZgjE3lftrwcf1rTWJvtSW6FEgC4TAxbVeZh631oNtSeVirShwHBCOi7f7paZwen0WhXMWZ4QC/+w0HFRvYv7kDP/i6HXjdTWufn0V43U09+PLhEZwYLaIvlxClFcv10ZE0cfOWvAz1crtfvFDATNXGns1dKJVqmK1ayGYSePttA9jek4bj+jAWkRxSpo437L469Z4bldMcHy3JGklUIWZrjvSeHFE28aB7HhKJGHzdgGV78EoNvOtQHwqWi+GpGoaGS/its7O4bUsW7z7Uhy0dCXENICGEL8E8T1gmigpN8aFoKs4X6wj8ChqegphGKr0ivS32s0xDE7X6B5dwRdiVjuGF6ZqQUHrjBjpjBsq2i7Lr4z3bO9CXMOTz85HDY5gSwpAmv+NaUoaGY1M1HB6v4I5NmbnXTNKmNfIVamL+n+F3NEtttRfaKFhvA8WLwWsYe+O05uFaf/VXfxXPPPOM1Mk4VMxr8xvf+EZ8//d/P37sx34MGyWfaZNVlmn7cyOKuov9EG9kQs+CKNVU+JUnEW94V8J6ksxm8Zvrp/oHp2LWmqiyHBsg/pzFD/qo80NMz8n1gNGKi1fHbFSzBdw+kBWZssUg846FGT727/Px2188gacHC9DhIPAb+PwrFTx9Zhy/9EA/7tjZj2lLwdmZOtIxDQf70yErdpWxty+DX3jLXnzi2SGcnarCoKJKXMfuvswcsYOIJU3oSRPjVF2J+9hkiqM9vnJ0Ct88OYMD/Wn804d2YXOTlbsSiM6Rlbh+ULauFfQiJBs3mgxkgbfqkS2rClP46OAs/uV334xf++gLeOb0FGI6vdOBlwcL+NbxCfz+P7gTO7uSODpaRsODSOGxZkvCSNpQ8MZdXbhjWzdcx0XKreNzJwt4ZbyBBuVRoCBmqLhvRx53LiE9uCedxWijhpF6bc62R1cU3JzNoy8e7t8TpWkUbQcpI5TlJjiZqGsOyg0dIxVrAVklbySFsFLzl2qIBbITOo2F0ucbBes9EGoF18mJDwYrv/RLvyTXaAZFX/va1yT5Ww44ycDAh/clssc/+clPiloWp0qYMC6ebmDQQxs1gl9bg6Do99Hv2mijjTbaWL2i7moqq1Aem/ePgYEBsYBZzn1zPXm8T05OSk7D6UkWddeaqLIcskqr/ep6INegGe9OqxpO1urYkUiiJ2ZedE5HRFs+mIeN1Gr43PAQqo4DxbJQrtUxUSnj5PgYHu7pRS6fx4Rto+F76DRNsbJcC/THesRmZ9YpwAlcxFRNJtriLconFTvAeN3AhVpo87klmUB/nIofAc7Wh2AoGnrMTmyK9cn04/Wgdb+uFBmf+jDSUOB5RxEUoY1QOyXKmQCXpjs+LZF0BIovzzWhY8adCMk4qgY7sFB3a8ipnUiqaRhKSGqnXY8QVqTgpUNTNOTj3VATCuy6jVqxAjflgU+PCCOi1qJkoOoLrymkncSRRB2VBRZBKnTEkZLfc9026rJ6Eota/ljWQxLLYhgw0UBo77QALR9Frn0jYiPlNFGT6o//+I/le1rLPfroo/jqV796yen2xWjnNG200UYbqwPGojeyR7NaOQ2HB6gAyHsOJ9CXQ4xcT2QV7p9jx46J1QNzmptuugnrAVfKaVgr5D17Le1XF2OyUMdTJ2ZQNc7inv0DyLbY1iwm2vJx017gDz5zGJ85ck5UBKn59+jhMp49OYqff8tOvPPuXah5Gl4dLkov5PbtHXNEitVEVzqGX3znzfjYE+dwZKgghAauY0tXcoH6vFOuwpst4dXJSaRScfT2diARN3BkcBa/MVTA9u4UfvLNe3Foa8eK9/FW4vqRNDUJ3aPB55rlwnZCBUc0f16vNqAaHuKpDIZn67i1K4G/eHoIn3l1QvIGU1dxZKyCx07N4IPfsx/92Rg60wYsx5fX4+ubuoLOlIE7Nufwpl19qFg28oGNb56dxZMXGqg2wvfUNRX7+lJ449aLySp7c3Hc2pHEy7M1FOzwGsf3v60ziVuaPbATxQbOFuryOlFvz/F9VDwfihdguGQtIKuQhNKXMDFYdRbu65aUpjdpCIFmo2E9DxQvBtfJXj/vJ1RZ4b2C1zrmM+ylb6R8ZmNmv6+Rou5isspypXmuFlQjYVG0q6sLd9555yVtf5Za23oIhCjlTFYYSSoMJig/vR5wObJKq6TcvffeK2tfaziej//y+CC+eGxSrFziZ09hIBvDrzy0Ewf7Lu1p9sJwCS+P1bC5I4UEmZDNzwbJKZ98eRSffH4Qr5Y02NCECLGzK4X/+w07RHWF8mevjlfk5nfrQAb5JaxiVhK3bc3jls058farOx7+06PncGqyBlesaoCThQZ4+6QNkK6qqFguqvCx1VSxORsTosaz5wv4o6+cwge/96AEDNcKnhcTJQsfe/YYnjo5KUHLd+3rw/fcvQ1dmRiGZmqyzr5cHAP55RNjXr+7E39/eFz2LRm0kbwcq7oeAyIvlKUOFAWGpsD2AvxfH34a3zw+Kf/uSALbOpMSdLw6VMDnXxrGW27uw+OnptGlKqjUXBiGBkPXoKkq3n/HgOxX4sxsHf/5ySkhqsg1ERBm8PNnJvFpZRK3bg1l2CnHTglDFtff2L0Jg7UKJq2GnAebE0lsiifnkghPLYn/oUNGsD4/aVinfLQaILuInMOC+85UNwrFCy2S3bLHZT1kFO+IX9oKYD2D9wFen1mud2DPTYiymC1TmusMZNlGfogMXB588EF5LBdsMjLo4XXyb/7mb/CBD3wA3/jGN27gittoo402vvPAWJ6EwhtZ1F2NAmqrsgdt5y5n+7Paa7tahUuuf3BwcN0Qay9X2OXEJO/VtMXguq+mAb1StrmLMdGw8NmRMYzGk9AKJcQqNezJpPBIf99lFVJeKRVhK0BfKjVHlKjZFiYcB4+dPYMxqgOZBhRNQ1zXsS+Xw3d190rsOdaoo+y6SOs6NsUT100AuRxIVCFhhWQTN/DQoVfxSmkUZc8SwnbZ8XCqQltOBXESNrwAx0sexhsB7u00hJhBksuINSE2OX2xrmteS3ReUBmk7BVhBzYMxUBGzSKlZiQWp0IKvybUxEVqLpeCruro0vMYs6egBsxnQsUnuvcwX9CbrxMqrVDFhOoxVYz5o7JPuP9jgSlKM1Q8KfkFWU9CTcH3K9ACDTW7JsQqElsSahJ5tUlmTwGFuIZSMNvMJEKrHZLlR6Yv4NTQmTlrKebwvH4wFleRbYnPNZjys/DzENoCKRdbJzV/S2LLRfsAhvy9H3hLKqxovgFV2RiEj1bwOHIfyHWXtCGFRfYAWqA3rZTWx3UvAtWXmLdGNTKqRv3gD/6gPJaLdk7TRhtttHFjwfsK6+x8RPeYG5nT3EiySrlclh4He0Csn3E6fqPkM9F9k7kB9z+Vybgt6wXcR0vlNNxvtDSnfeytt956UVN1OVjp843r/F+ffxn/36efx0yphvijI+jOJfDL778fb79v9yX/7vxUBV86PIbObEIIIdxaDpeenSzjY09ewOFTQ3j0nIWay56AjoHOFP7ZO2/GGw70oViz8RzV5j0ft2zNY4ANgmtc+3KwoyeNX333QUxXLNiuj//ylZP49qkp6OWGDNcePjaM6amCED6ScQOVSh0ni1Xs2d6HQ7t64HoBTo6V8UefO4p/9w/uRE/22i2PxFrJ9vDRZ4bxjVPTQgS5c1sO33NLH7Z3JTFZqmNoqopcysTO3syyjzdV6zvTpzA8W0Nn2oRlO5K3CJhvMqehGILj0LkUnhfgdz9zFJ99eUwi4lzSxLbeNPo7EzgzU8fHnx/Be2/bhI+/MArb8WHHAviBgnQyBssN8AO39+O7d4XEnYrt4sPPTglRJXIIoKrLydESPvbVp/Hw7vkeDQnYzLHeuTWHm3IxnClbss7tmRj2ZeNz1j6nacVEZwI3VKYkqF5fdz3QwTQbvzineagvi+emq6KiL/u65Xd8jbcNrL3N1vWQ7x0/wLFiHWN1Byldw6F8Allz/eVotVptTnGY10Jen/nYaPlMm6yyil7ulyvi3YhAiNtBVQ8WRWk/Q1m2q9mWtQ6EeCM5f/48Tp48KSQVSp9xmnI9BGeXI6tQVeD555+XG8F6kJSL8InD4/jssUmYioKuuIJYXMeFQgO/+9Uz+G/vuxmZRaSACKen6zK9KEQVgiQI00RHGjjKQilMpBJAzHUwWbXxrZKFFy/M4v4tSZwt+aBbDG9PXUkDP37vZrx5b5eQZR4/O4uTUzUkDBX3b89jf29YOL4Upqs2vnZqBkfGq8jGNTy4owP3bstd9De8QZMAQvyzh3bi979+FsemqqI+4gQBOhM6cgkek0B8EElxaLAIqYWPnd1JnBir4KWhIu7ZcTFz99XRMr5yfAojRQvbOxN4y75u3NR7sapIseHhf3/+BM5O15FPGhIEfPTbZ/D8uWl0d2bw/PkC6raLZEzHG27qxk89tHsBu/hSuH1LFg/t6cRHnhmW/UgiDhiQC1GleR1hwZXsxZKFQNNwfLwyl9BNVRxU7TIODWQl4Hjq9DT+4Id34G+fG8LnDo/BdjwoiiPr+idv3IVbt8wTrT7y4iiKdUe8MVsDoXLdxWEvi3tiMVy4cEFkLHmDjAq92/N57E5nlzymF2ZtbE4HODXLwjWEsEKpu1IDONBjYNcS/pu7Ur04WR5Dtamuwk8gi9bcx51BAnFjfXzmrha8tukxDWUUFk1uakghK8Lj65Wsci3gtXHPnj3y/V133SXKLJxq/KEf+iFprNKKrJW5y+t/f39ox8WvTz/99ILX4++j37XRRhttfKcjsv1hTnOji7o3egoxKooS16LssdY5DSVYWcjl10jhksXS9ZTTLM5nWvMwFi6oTLIeyDWc7PrMyCimLRtG4COlqfAU4GixjKyu4w29S0+mcntGG3Uhd0TbwdgxHYuLcctkZwy+5yPle6i6HmZcC49bEzg2MYVUzEBVio0hkaIvFsfDvf3IGAZmbQtnqhWxrckbJnalM0hqS8dr0T6m6uCZaglV10V3LI69qSwyS8SuJJ3wsSVuoOg4eG5mGmXXESVEL1CQN2iTowoZw6c8uK1g1lbRG1cRU0zZnkl7Br1m6IPeCpfEjMYsxq2SxNE9ZgZb4h0wVO2iNetZDZPOWEg4UFQ0/AYsv4EySGCpwfJD1RDa5/SbvcgbyxvS2BLvx7RTQMWtNlVVSFhXkNBDayB5f9JAAqqqeCgHZSG1iNVPANQDS/4qqcXhBg6soIFOvRs1uwJHcWDEddiwYKgmuvXeudf0fA+VgBNmtP2J8tsAvuIj05VCTouhOFkWyWI2xRiLRjkN497F+5L7yEJDBiNIxBAyS9O+JyLWJ9Wlr1nxIImaUl7wM76G53pIXeJv1jui61pgemhoIZGJW0V1GT0wYPqhbdJ6AWs3zFuv5/rWzmnaaKONNm7sfYX34xs9TLwag7uM/6mowv4Ga2FXM7Uf5TM3ynJ+OaASDIehqXBJBXnmaDfKXmWlcpooD2ONkaoBV7KPvRxWct9//YXz+K9/9xyCwEd31pB1TRaq+OBHHsfuzR3Yu2VpmxsSEcp1B7t6w1osV2MYOvo70hgpNjBeV2AYcXSZPsaKDTxzuoaf+NA38eYDnbhQ8lCss48DZBMmfuj+7fjxN+6G5wf49skpPH9uRmr99+zswr27u8SO81KoWi6+cmIIT5+ZkV7KA3u78OYDfRcN/XJ/dWfCuv4/f8d+/Mb/eRqPvTSIhuWgVmsgk4yhvzM8JiTRNKouJiYL0PfwtRTs6cvgxFgJT56cxLvvutix4NxUBZ9/cQQnxsroycbw1kObcPfOi3MfWhB95OkpvDrlItUcYP7sKxN48UIR+7Mqnjw+hnLNQczQcNvOTvz8O29B3zIGi9l/+uEHtuODn3wF5ybKsDlAHB2Zls837V1HZmvy9etTZdnnVBspVC1UBx0c3N6JXFzHU+cK+OWHd+Pt+3vw3x4fRL2pgBJrBHjbgR68/cB8rvs3r0xipGDJYHhklcRztFBz8Gwthfek01InJ1GLxGzmM3zs7OzEvtzFBBIOdB8bryGf1DE2a6HheOLGwLYTh5Z7UybualFVibA7G8eOlIkz9KRagAA9WoAD10iKWmvwnlOHiv9xfALnq3Y034CvjpTwAzs7sD+3co4MK9Wj2XQVA13rNZ9ZX52v77Ci7o0MhCjZE92Ml2v7s54Ku63KJHfffbdcTJfrqb6aWLweSuC98sorEniuB7/GCJwc/NyxSWFK0tqFDEkGE71pE+MVC0+eL+CtN3Vf9HdkvlYarnylDDMLovO/81BsuOhJG9DomVdy4AUqqJxcdHx88WwNWSPApnjoFz5ddvGhx8+jI6Hj/zw/ilfHKqH0M4BPvzqBH75rAO+7tX/uBnl+toGUqaE/qWDGAv7V50/i3ExdgiXKqD16agbvvrkHuYSBZwaL8vN7tuWkiMzt4domag6m647IQDMg4OlccwJk4uH78obLEmWB2tpNkN3r+j5meSNahK+dmMZ//uY58QJkAPbcYBFfPzmNX3l4F+7dvvBG/8JQHacnPOzbnBdWKtHt+vjGyWkYZhm7e9PoSidRqjv49Iujcjx+/i17r3gsz0zV8OTpGWR1FRlDFQk57o956u48yLqdsQJoqTg0nROYARTPkvVfmK3BoNycpuCPv3gMX3zhgpwXjG8ycRPxmIYnTk2LgktvJoZC3cUrYxUp7EdEFYLbxnd+/FwZg5M2araKu7ZuwSNbEgiCmjQ5eD3KZrNzhd54Mo0/fWYEXzo2haJlQVF9xGIGlIyJsqKAu2tbh4IP3NaFSbuEkluXCcsuM4OMnpCp0t3pDhyvTkrTIrJAiivAVvXayRNrDd5/4h2GEFWopBLJivPfNVSQRm5dFXcZCF1PorcYvN8wkWRQxCkTytW9733vk99xmp5T6EwuCX794Ac/KMkyJyCJL3/5y3KeUaaujTbaaOM7Gatd1I3e40aQVSgbytg6KopeixTrWuY0VCZhTsYYqFXhcjme6quFxfuH5w73OdUt77nnnoskX9cS56s1zNiOKJzUrXA/xkmUCgK8Wizjdd1dQsZeDBI6aBFqBf7FaqqBD9YBu0wTszbQ0EK1PiUIMEVytW0j5TiI83UNHRccF9/AGG7O5fDY9ISoAUZ4tVzAI70D6DBj8tpFIZeERBZiSPHw1MQQHN+TSO98vYyTlSJuz3Vh0qpj1rGQ1U0MxFOYdRoYtWpCuB+q20JQZ3xoNY+VzWGCJiFCU6hAomCGhcR4SMAIFVYcePDnSRmyL3y8WBzEuFVsxpUBJq2S/Puu3I4FhBW+tp4P92esaUOkK0Dda2DUGRcitanG5FWoujJsjcBQDaS0Kxclp5wZ6qYgoZlwfJr+ULEkECINNTha5aMbnoO6F6Dhu7IlacOEqSqwfRumYkgiQJLIuDMCF25YTPQCWTMth2p+GXE1IcSXml8JbYQWqMBwT6ii0qLlfeTySXQgDd2JoT5toTBbkAEgflaiQi9zGi2uYsabhEPiDH3k5VW4Fc1mhqIgoSRhIgFHseTnJLJoMOS5VGyh+g3ft2UpsGs29MzqS7avBHgfSGWT8DRHrGVb1SFdxYGm6NADc92RVVYS7ZymjTbaaOP6wTgqGiaOSAKr1aNZ6ZyGsTWH+qh8f8cdd4hi4bWsa62s9vierO2yJnfo0KG5huhaDwRcqUfDXIYDD4vzsGvBSpOE/v7xE9JX6e9Iol6vSW29vzONockyvvDU6SXJKsx3Gs3h1LrrIxkNFTd7NKz1p+O6kEOODBdhOYH0GqqOj0+/PIWkoWJnpw7TNFBtNPCnj57E5o6EKK1/7ci4DKNy7/3N0xfwztsG8CvvOiC9FsvxcHK8Al1TsKc3jboT4Lc+fQIvDpWbdWvgq0fG8a3jU7h9Rwe+dWJK1O7v29WJzpQpaiqjxQYmB8dwdnAizL9cH67tiImmk42Lujt5HtwP1YaNSt1CNhWX/gP3+kzlYkvNV4YK+H8+8TLGiw0hVVBt8htHJ/BTb96L77tnIbHl6JSNw+MOdvRk54axezMmvv3qMJ6rVLGzJ4UtXSnUbBffOjou2/x7P3Lfgj7YUihWbXz2mXNIqh4yuRgGp6tCOpceDfM//n0zJyAZZ6pYA0U5XNoFBTqgakJIOTtexqaejGz/Zw6P4U+fuIC6RZI+kIqpyCUNnJ2u4uh4BbcMZKWX9PyFAgLfh6HP5ww8R3nMTk3V8fvP6pipKdjfM4CH+5IwDEs+w7wWkYAf5TOso3/qyDT++sVRjFVoiRsgbqhA0pC+kghTxjT8wC09mLRdPDtTleO+PW1iG4eZFQV3dqUxVJuFLflqCH7a9pvMU9dPH+NqwGvb85aJsw0LeVMXVwD2MWctD584N4tfOhhbV/ZG1escKF4v+UybrLLKtj+rEQjRC51EDwY/PKGu9Wa8VkEHJfFeeOGFJZVJ1mMgJJLFLdLklFiKPpjrBSSblBoeYkKa8OeIDZHM10x9obcccXSsgs+/Oo7T0zVULA+HR8rY0ZkQckjV9kQGi1JtfM2hYkNYoXE9TB7IJOVbeIqOVCYBeC6ygYXRgo1//7mXMW6p2JSNIxWPyU1vqurgo8+P4q4tWTx3oYS/PTwuZBOub193AsUpFWftOrZ2zEuTTZRt/M8nh5CO6aLOwi36+qkZIW50pQ3xdqcHH++v/dm4qJBM1xyRLpuu2UgZdHbkhCaLogEOT9WxJW3AVOgFqKJvkbwcg4c/f3pIrIJ2diXC7XQ9nJ1u4H88Pog7t2TnSCnE2RkbMd1Y8DO+V8X20RMHOlLheS2yfQHw9WOTeP9929CTudifshWfOzyOqYqFvb1J2ecj09WQdUMwYeHng4SSwIeZTsDmGhje6CqoI0MhanpCDk7X0ZXUZX/+ty8fR8N2kTB1OI6LatVCPm5gtFDHXzwxiLOzFl4aLmOUMnEqmwIKEk3pN5KApmfrmPYCeDlPXu9ThyfwzGAcf/C+m/G6fftQr9clSeCD16YvXPDxjQkNaVNDV8JAxbUxXbLlPN2yKYG+rIK37UmgopRwvkxSU/iZN+uT2J3sR28sA113sCeTQdXhuehLoyKw6wj0+UR2o0EzVaimOkdUIcKvYfGcpJX1oq7CfcwpimshQhL/4l/8C7zjHe8Qr1he8//yL/9S/OG/+MUviuT6T/7kT+KXfumX5gLnn//5n5fgh+RL4pFHHpGA50d+5Efw+7//+9LM/I3f+A387M/+rDDG22ijjTa+E7FWRd0bQb5nbsTYmvafLIpej2rWjZbzXgrc/2xu0/pnKWWSS8lUr3Vhl43byJeYedh6u6dWvZB8rTV3ZbQLdcblgS9EjlayisQrfgUN1LE5peClGQe66iOphfF3yXVgKLQrCRUYxYaScTSVT6mY0bTPMlIpJFlkdBzYloUTjQYGizOiYJgzTZiGIeH4rG3j6dkpPNjVi8enxzHSqEmeQWvMDs/GmOLBCHR0GLG59U3ZDXx1YggxTRNy9lijhpeK00LGYHw72fBg+xCyTFo3YNtUFAEqDguYjO0DWKK2EmC0biOu+ticNEWFJKklhKzRijGriAmriIRqQFc1WYPte5iwSrhQn8Gu1PzEHi1cFIO2PAvjT9f3hPBBAkhE+ojBFNWVWWf2imQVrm3SmZb3N1UTtm/J33Ifcjv44DHgYWZuN2lZ8jPZZ9x2Kp6YBtKGjkZQR0KJo+DOoB7UJHaWwrlKKownRJ2KX0bdotLMtJBq+JuUHkPemFfUcH1X1iXkniaBxNYtpDZlsHXLLbKfGLOSgMZJsZOnT6LvYBfMhAGN/0luyb9y5e+5300lhoSShq3UEVA7W+RjqCBjIxYk4PN8kBXqTbK6IiQbXXObz18/BdDlgveBXFdG1Gq4/laivdg4KM66Iqswn1lKMWe5aOc0bbTRRhs3vkezmjnNSucNjB1aY+vl2v4sta61IKtEw9A8HqzJtTZDoxxivdRgW9fDRioVJSKl/vWwvlaMT1eFoLHU+mdK9YueP1lz8NhIGRecAErMwNHREnb0pNCZMNGwPcxWHSE0kLQxNFMTsgV7NnxNy3OkVRAoKmKJtCiaa6qDoZk6/tOnnsOMpaI7E0O+IynnGRXVP/vSMF63t1v6Dv/ta6cwVqzLa+3sTiHl1vH8pIXNHSkZ+CWo9vLxZ4fwmcOjSJm6cDS+eWJS1tGVNqHYNi6cGIGqKdjUkRQFyBHbFXX38ekKOvKpMPcSckSA54Yr2NML9KcNCZ/7FqlYcD/92TfPCFGFKjPMGzh4PDhdw/949CTeeKBX+i0Rhsocwm5xDWj2MyqlKtQgQG/z9XO6KX2Nw4OzeHVwFrfuuLyd6jdeHcG58TJ294VEk/FCHTUq3zNvcV3K3sj3ikZT0ADVmg1bo8NGICqbUFQohoHxUgOOruNdAxn81udOYbbmSK/L83xULB+JWIBSw8XHnxvGXz1+Fo8dn5Thc5KX9CCHbHZ+/5SrtlgoUWWfx+fR07N4friM33hkD+67d48IG0Q9GtZbnhq18alhHYamoTthYMoOFfTZ/+rrTSJmarhlIA3F0PCXp6fnCCnMVe/sTuENfWmcLFnojXHfAZbnw9RU1OoNDLuq/DvsR24skBB2zlURN1UhqhA8z/IxTQgrJ0oN3NaZXFdklcxroEezPrpea4xITeVGe7nfaLIK18+CKCWbafuzZcuW63q9tSCGRJJ4O3fuxO7duy86FutRWYUsM8oER4HbSk/mrAQYrGzNx3Bsoop4TFkgg8YL7bZ8AqOzdbw6VEC54YhSylMXynJDoYVNJq5htEwWahWZmIaelImHdndiuGjh2EQFDTcQhQ6xtGpyYXhzJznD8oF8MoFEMoFZr4Zx20NcD+BZdczUKkKmSho6xuvAnz8zjGcGS6Ks0Zk0hHX63HAZMxUVmzsWngucCqw5PnrSKjbn4ihbLkZKDXlvsotLDreNz6OljCvr5unEIigteop1ep2G02sB2a2Oh1k+DwG+a1cHDg4svMCfmKxiomQJk/jVkTIKDTeccKSPfcXCe//0eTy4swOv39WB1+3okKCzrOoYsYGMCqTUAFN1Dz695VUNL4zXZP/kYhq64xqqdVt8HK9EVjkzVZWbfvjZiBirzQ2JPi++D4VBr2mGijJKMJ9AGBq0uIGg4cANgKdOTcl+jhl6KBsXhBJv48U6MpkkPvLsqLx2LqGL0s1kxca54Qp2bs3IxOnghVlUyg0h+JThYXN3Bt2dCQzO1PHXz43g1x7ZI8QzPjgVzfPrD0++jIRp06Uds6UaLEWF4yuYLHnI5304vom/esnF/bvr2NfNicOwkF73bZyujUuTIfS2Z0G4IYVeK9CgskGnOM3C9MW3t7Lj4pVCBZNW6DN4MJdCf2L9NGFEJvsyt59ISvy1wNol2/ZHf/RHRY2KgQ99YxkEvfWtb5Xf/+Ef/qHcg8ja5TX2bW97Gz70oQ8tuG9+5jOfwU//9E/PXXfpp/jbv/3bK7Z9bbTRRhsb1ct9tYu6K02+5/2FRVGu/1psf9Y6p2FOQHJuqVTCvffeK/e5tV7T5RDlV5GKDYk1LOxei4rNUq+9kqD6ieQYURDfBEklHaYphI6GXxelC/6e9jG0h1GgIfB1NDxa5ZCQUkNaV+VvDuSzeKEwi5pLWWySJMLtFsJEyC1Aw/fRlUzCjMUQDwJMW3VRAEmwgFiuyPM5caTpGoaqFXzZczDeaIglUExT0PA8nCHxOAiwqUkQifYNlV34Xt0aSfkqpm0SQRjrqjBVqsZ4ktPw/fgwNU1sh7gHyq47Fx/y1XSFKiyOKLrsTqvoNbsuOgbTdgXcUqqU1JwabDkPwxzuiZlBnK4WsCmewbZkHr4XoOQD02VL1rIpoQtRqGDbqHoBykENddZQmCsYJlK6Aqtp03k58DkkvJCsEkK0bJrR7nzTgz8pOMxZwmMhR505jaLIzxPMd2jhgzA3IKhswn/LfIbGoQQXdddFxS3KOnl8ncBF0aHVrY+uWAZe4MIJ5u1F+Yo6WBynEksVabUhxBx+lvlgraLozGLGn4Rv+6Lwwq9m3ICiKWJLRGUbknBcxRMbIOqpCBmFpELFE4simTSU4xPuQ9k+klnEdsqDxonLpa718tehxQ7XGUNi7rxda/A+wM8BsZQi5HrMZ67nHtPOadpoo402VhYR8Z73k7Xq0axEjM77NQda2ePYsWOH9DiuJ7ZuJausFqanpyUnu9QwdLSm9URW4XnDPIxrb1XqX284sKMLR85Tw5Fxb/gzKtozBty5KY+y7eF0oYGi7SKmqjg6W0fBcqE1bHT4FgbPj+CFcwFSmRR6+ztx9+4e5FMmvnx4VNQ+qKgS5nhhcMtcggRw9lHymZTU6POujin2gGh1GjiYna3L+c+cpmG5+OSzg3hluCxqIz2ZuOQxx0ZLmCo1kEvHRcEjOvYynGu5SMY0bOtKSr9pZLYuQ6nsYXi2JWtgF4NK9ptyVE1R4VIRpmqhFqhCJuGC1VgcRcvD8xdK6E5quHt7HvfvXWj1Olm2cGykKESCYyMlTFct2CS6yH4M8M7/+Chev68XDx3oxcM390t2UCw3cPLCNDKpGHrySUwX66hZHuKGgmfOTKPh+qJMsyWfEBLNZKlxxeM4xAHiFtV5+RjMfRaaB1a2G/Ac9qFEf3G+txn4CBwHih6X3gz7TbRYMjQFMV2DK+qZEDIS1Sv/7qnzUAIfmbiBbNxAebaOC4Mz2La9C4mkiYnZBio1V44N+14pU8e2jjguFBr4i2eHce+2nBDn+vr65EH8n48fhqJWkNAClCr15vmooma5qNa4Fg3HR2qYrHvY3Z1Ad3N4ueJ4eHaqKjm1nJsKnRFcUcNUFR+JgAMGCsbrDra1EIdaySAvz9ZwvmLJOX5zRwJ7MrF1cS0hbI8jDMZFyjBhTsphj/WX06SusSe9nvKZ72iyyuKi7loEQdH7Xm+wcTmm61qua7lgMEEZKn44LieJt54KuxHIkL5eFZsbDZ7X77ulH//h0bPCxo2rAdyGi4rt4db+NGKBjz/58jFMlixomoLh2QYmXCCVTWCqFqquxKnM4VEmOxByyD97ww58+1wB//HRmkjF8XLNwIXsTTJV+VzRhJjzBw8DmLipi5yYoquok/DheTBcD7W6h28eG4WvqNiSiwvjNGbqsOMuhovAudkGRku2kCY252Jy05WibJPdWOZIYRCWxCh9J4yX5vtTfk6e13IfkW9ZHwwCUVNxAj4CZPNx/N9v3bNAESV6Haq9FOqOyHHLdB+5BayR0jdysorRkoVvnJ7BbZuzeBk5VGMKyrVw+pOs4VrVg5KIo+Ap0EXpBhiv+pisOtie0dG7SM1lKTCg476V6b5GGIC4zUE9oUr7njBytEQs/Jl42bPwGclpB9ANE9vzcVGLoYdlJmFKsMhjxNeWP+MzbdoC+djbm5LtZ9DG305XbAxPVGGVa7AbjsRhZJnOFOuo1Gzs39EtDO6nzxcvWj/thBgcVxweF54XaliAVkJpOMV2kNWBaU/F84PAfpKYpY6rIKGaKHt1FJ0Gym4dZdeSgDg8Ph5UyrazObGwfyGYaNj4m8FxzFjh+cynvDBTwiObunBrx7UxT1caVo1rD61/Fkwhyr9Z4l5dqc8bGQh9+MMfvuzvOW3yJ3/yJ/K4FDgd8bnPfe6a3r+NNtpo47WEqKgbxcgrQTJYK7IKE2SSwDdv3iyKJCuxLTfSe34xaGHK3IC52GKFyPVMwKe6AIkq16tic6MxkIhjazKJs5UqeLZpgY+6w5xAwV0deVT9gqhrsMrG/2YcC6eLwImSh6rYXSqIN8kutq/gtnwHbsvnRbnjWLkkcS4LxSRDCLGhKffbGlaSeELiBp+TTjB2D+BRaYS+1raLstVAuV5HSlebr6EjpemYDQAbCobrDYl5M4aORPP11eicECJHqO7Cn8/Fuc3YNSS2zJ/L8mvGyQDoGpPUQ5INC4MmOtFlXGzhxPOu4dnyt1Si5EvwveTTG/gYtoqYtqs4W51Bta5g1FURKJa8B3OanOkhrtH+lbkeJ+UU+fl4oyZSyAfTV24KGFQeoaJN4Aupg19DLUG+YqiUo5NAQ1KN58v6Wj/BYtnM/ekF6NSTcMD4PpgjqgRKAEUPY2o7cFHxuP5QxUX2p0I7pQZqro2kzkL0/GeRf0PiCl+HNj0BiSVBA3ExXWpZg8r3U6DEw+MsJAz+zw/PvVq5JmorZoKKPxqSRhgzS4wfcDt53upwZe0tUIFYyhSizFKoo4oaygtIHw3UkA06ZV+uNXitbTCnwcKcJiLlq/7ar7EVVJO6ntpZO6dpo4022lgZ8N7OWIo9mrUaJl6pnIbbwHyGhIlrtf1ZjGhfrEZOw2Nx5swZedCGlcPQSx2LVgLNWuSfl7IrIhGDvbFrVbFZDXz/Qzfja8+dx8hUFTE9AKoWCpUGtvXlcNet2/C3J6cxWXckjio0HBw5MYrC6WGcOjUmahuJhCkWoA7rspaJf/29bxLV+ufOTGNkthbGqIovdjvswUgfoaVHIwOhjoeOdBwNxxNldtfxRGWSuUjDtvHk0Quoexq2dyVgqFT+06Dm4jg/WUHNrqNQsZGOG9jSmUKpQS33cFiaqDQHZEmaoUpItrndzMVIYCGxRfo2zc+aWOdwfYaOXE+HqLpTZcUOFPzs2/YLEacV7IVQ/WN4NrRMjRT+o+h4cKqKvy1dwOMnJvG3T5/HcyfGMVFxMdT8W56vqq6J5U3DClXwk7oiJBj2PPoyJvryC2P/pdCdjYdEFD9cw1zvkttFInmkgsTrW/Oz6zgt1xeZqvYx0JFAMhnD6akaMnEd01UbNSrJu+Fx43kwVazL4DGtmDhsLOItCDA2W8foWAkG1fWZ3PE4aOH+OWVVsbs3iXzCwJnpmpwjPen5fcnzYKTsiIrnhSrXyB5TqG7DNpruOehEgGnbwOCUh5s65z9TaUND2XEwWLWFoDLZsOWYR8egAgUJGRS4eL+R6PLnp6YwWGHOFW7h01NVUWl5ZHNuXRBW2Cvt0hVMubStnR8EqzWVYrYkjdfMQPGH11GPZn121tegqLva04crGQjR9ufll18W6xlK7qyUHNxqSWbzw8SiLtf94IMPXjaYWC9kFV7MqWDD/cPpQxbT18OF9HJ4464OzNZsfPjJ85is+oh7Du7anMUvPLgNH3nstAQKN28JJz9PlD2UXQ+VijNXJqPVCrcwpitiDfTiSBlv2NUhN+Pf++oZsdjhzZA3vY6kjmMTtTkpZxI8SFLY0ZHA9o44PnNkEoZOHz0pzWLWUuAoGmr0J1Qpb2cjGdSkhDdcC9+fN35Ox01XHbH0kcKxArmJE/M3v+bPTQ0li0lOIAQcbl9UZKVUWdX2YVAmzg0w0JUU70aSdxhYkaG6GL1pU9438nCU96MQSfP3JOiEhBzgi6dm5srK/JnH64uqQk+aQgCh1Q4JGopHGWjACoB4whQvxyvh7Qd78ZWjExgqNMSOh7EdPztkI1NijmVBuZ5FvoiywGiVoSw2F5+OkVAU2UGFVlHhXGX4fFlfoCBranPBbDixGUqjO5z6tF0YlLz2GbSq8qCd0PhMBfFUQt5jMTqShhCLKCsopCVOH7pMSqXjgHhag5bUkLB8zFSBs8NTcj7FYmbY8OFmQUHRCYOhIGiujUxwBlOwUfPqyKoLCShfH5/FtOWgk3KEzQZR0fHwtfFZ7MkkkVwkv7gWYGKgNFQgzfnKhdc5FshbPd/XGrz2kSS5kn6IbbTRRhttbMyi7krE6NyOY8eOCVnllltumZv0WUnbzht9LKgQyW3YtWuXPC53LNZLTsPJGBaimReTXLPS9/WVJuQwhnvXQD8enRjHK9M2mKlkDA13d+SxN2ug5M+I0oSqaig6Dh4draJok/AQRsMk1RPMHnwVeKlQwq35PN7cx4k74KViQUgbzARyMVNUJhlz8n0tj3Y8obrJwWwWZ2plsbJM6ioUlbZBKgrQ4Kmh1Sjfy3FqUHwPjmHAERWNkBhCzNoObC0k+8c1KpY0lTWa9HJ+Z0jeogphQ/Q3pNDZJHhznarM5oX5gKKE9jsK1QS5Z4xLnIOhxVFoMRNWFL3mOzIaDovbtAuyUXQZfYbvIQVx5i0NFUmNVrAKElo4yECSDHOsuhBLrlxiMlUDHUYeE/YU4DNfaU4ZIhAbJ9ohydqblkBN95zwnGr+f0ghIlFGgxNEZHTmaQuJJ/L3Mpwwvy7JCWmNCk+m5qgQGv6c/4XmSlRqDI8klozB+UzO20UkmXAQoknIgIpkPinNhIBqoFYVldmq5DLyiBlQeezn9nwLmgQkqr0sJrBTsaUmpV/MK7Uwb4ODOipI42IVp9UGr+XVQh1qoMFXOEHaXD8JRIEGI1g/qpbXS75vo4022mjjxtj+rGVOc709GiorssfB3sb12P4sBvfHauQPtAihMgnJnPfdd59YPlxuTcR6yGk4/Ez7CtpUcJh4PZBnLoebd3Tjd37qTfj3f/UETl2Yhm25uPXAZvz6D92HE1VPiCrbMjHJQV596Sye/8arcBq2PI+wnbqQ6pOpmNjofPXZc/gHbzmI3/yB2/Hrf/kcToyWoPoqOtMxIUIcGS4K8YFBZKFmi2oirX8ePjSAjzxxDpM1KsmHfQS+XmGsgAKPq6LAsNPI55MSol4oMdZvUpJF8cMWJZBU3AzJ881+SqSQKARzRUFHRwZDgxNC2NBUDRUOHJO2rWlIZJKoa4yPTfiGie58Cl0pU5ROSKRZbJdE5BKhGj9/zzxM6vxUIWmeiikO29JGVVfwhReG5X2jDMsjo4IxPPNCw2QxXvKFuhvIUDGtizgDvaf/0ud+hIcODeCjj53C4GQFHTxeHBBWAtgy1WvIALHsq2hh4c4Jv0o+xp3JHo2OGC2KgjCnY37V+rmSnNpxkdHVUBW/+TLsa/G4UbVFpZUo1W6aSi/cbZbjY7RgYVM+JiSdiEw0v5RwLYU6+2GKkIvE7lVU+gHP0FE2YrJNtAU6NzqF7rSOmBlrDuXQLhYoOST3N1+z5fU5EnC2bGFLamH8/63xMs5VLOnRzA2hOx4em6jgQD6xpBLLaoNq/vdmFHytqmLa4sB5qCDEQ3FfTwqbkuvH1vS1lNPo38le7mtd1L1eUkjEGKUPH0kqnEBc6QDtRnsPRnLTZOnedNNNVwwm1sMUYsSQpl81pdE4fbjW59ByQCbrufEquhUPubiLzlwWXsPB3z0/LBZAe/ozsh3TDRdFEkCb5b7W24zITduekDr+5eeOY2dXCnu6kviF12/HJw+PY6zMYm6onrG7K4HedAxTFVvuoG/c3Yl/dNcAzs3W8YUTU/IamhpIsMRQKyqy8sI/ZSsYyKRRt2zYviOFU735XKLU8IUIkaHRYvN0yMY5fxfGGvyeCiwzDVfWK5OIIi8Sklh4c69SlYREiSYRJmnqsiaSTqIbZSvOz9aRNnnT1lBtvmaTayNroMQd/67QCH9HxRbe5CkLFsnukZzjU/1D0dGoOxCxaZ8WPJoU0UUeb1HgsBi3bsnh5960C3/w5VMYnG0I+5WnXzKmQzUU2A1bgiydLNvmURMp6WgRzXN1tmJBMwwMdCbxyuBs+HtFRdAMhnRDQ8xUZU0RqCxTthw5VmldQVVTYJIURC9DsrU5QaqqKFQsdMfjeOuBhTJ9BPedMremsKgcnWbRPvXp0c5gEwp6ujthKi5sy8ZsuQhPBUYKDdTSkaLK/Lnp+iQ9AVPOLLLGPFml4nq4UKUUuzpPvFEUZA1NpODPVeu4Obf2pAveBxRHQxJJkfZmAZuF6BjiIvC9nsDElbhWP8Q22mijjTZeO0Xd6y3sRsR1bsNK2P4stTbuqxuZG1AhcmpqCnfeeSe6ui7vbb1eyCqFQmGumM7CxkYhoCqKhXt6VGzyfZiJuEwEGqqHesDYhMXKsKB5pGChTF/3i+kAEv+T6H2mUsV/P3UWHaaBbakkHujqwZFyUSbKSExhbkIlF8abtBoiSeNAtlMUWeIFD8/MFFFpuMJRqDgh74JqKZYfoE4ygx5HX0xDzaZ6XgC1qbrhSSFRkeEAkl2EqNLMuRMk2rhUb1EQ0zT0xKjGEimhhHob3MK+uCEkDckFxPJI9o4Q4bnRxiVUNqiIwt9ZQUiNDukWIYIWgkfVDYudzExY3m19jhOoCLxwUi6ukcQDmOLIo8pE5nKwNT4ged6MMxvae8p6FBgBaxCM2VtG8+Y5HM3MtLk2qmPCEftPG9FkXnSihF+o4CKWUGK1E+ZZLi2ZmiQT5gYh2ST8r3VLaThKFZiEevE1SY5Xyz5rXayU50mkZ8E3CMQO14zHYdsWLKsB27Nh122kM0nEWOhcdOlmWuYpzCm5R+aPowNLfhYRVaL34n/MHVJBds3rEryucT1xPwlbseAp4bVXCwwYPov466t5RFWp10Jht4022mhjo4L3DRIk1lOP5lpi9FbiOu0Cafuz0ttyo/OHKDcgQYU5GXseV1oPsZZ9Gr73qVOncO7cObmfs0ez0kSVG3FOcvC3ks3gTe+9HweGRtG/qR9mMoajroKxio2ehCExaq1m4blnTkmY6bbU5wkOjlbKDTAD+rcfeRwf/8Yx7BzowM+8cTv+/uUJHB8tSwtgqmxhe3caW7pSmKpY8jr37u7Gj79xN7o7EvjiiXGcOTcFNfDhWA6qs2XpKRiGjoblYHy8JNlHqjOLulOVgVfa1DiM+QOgZoVk8WzCnONhZBOG9Ejqjo+OlIFcPoGevg6Mjk5DFWJIeOxSqTh27N2K0zMNsUO1XU/6N4mYDssL7YxI5FiM8VJDlPtTMR2lBvOIhb+nkjwJG9x2Dh1zWaahwmoOLkiwTWV6xRDCSmBTuT1UeOHzuP3DMzXsvgJhpTeXwL/6/jvwbz76LM6Nl2DbrvSlzHgMRswIczcZzqXlUVN5RYYXWu2CgJmKhayqYV9/Cs8NluYGLCJwn9P+1GM/u0kA4kD1bNN1IBU3EGiqEE5KDU9Uc6h4r2sc1vYwW3Px7kO90i9rBXNecUZoDlSENkXzu4i/kL5WU3E035FDJgZYtoVCuYyyr2K2MYu6l2oZf54Hf/LSbA2vX7QfD8/WJddt7b/RTmjK8nCyZK0TsoqPvSkdm/u7hVxzoWajM6bjnu4UXtezvuomAXP3avU10aP5jiKrrLei7vVIU9frdbH9YXF0pWx/LifntlJqLRH4msePHxf/xquRm17rwi4/+C+88IIEbAzcnnjiiTUnzywXz5ybxanJCvb2JFGr+ti8KSPqFoeHS3CoOtL8LEzW3FBO+jLBHbeYMmEj5QKeGizIze7t+7rx/bf1Y7xsoztliJXPmcmqqLBQPu3BXZ3Ymo/jq6dnwoKnQv/2sEhqqEAurssNnTdbkkfGqzaUpooJ76X7+rLiQUiFlJrtY1fCQW/GxJFCTbx4yKSlygrZsgxUeHOOK8CW7iT6czG8PFIWObSdubgUYEmsqbv0gFdE4YM3bwZR77u1S9imixEqrujoSht4ZbQaWuu0XD9Cax5FWL0MQvgrFieJuWfJgGAgazWpxOIFQoCpuYGwkZd638VgQfwbxyZF2URYnQkTgaaFIiqctDQMZHwX+XwCo2Va9HBfh4XMUGSFjF5Ppjlft7cDhWqjKXUeHll5rqIim4pL4Edm7GTFRlfKENshbh6Dxc6UjmqZrFtuCyXuAiHsOK4n14vX7+7E993WvyRpioEmg0ZaOUmsxmJuM9h1XU4/cz8CO7sUKIaDQNGg6TEkYaJLTaHRqCJAOdyvTRayGjUe5PKw8DMpAZcQZJY+m9eLzSCvbbqmw0RcHounKdcTeC0kNkpjq4022mjjtYS19nK/HPn+aknuIyMjQgKnUuFyiOvXurYblT+QvMmibpQbLHd6cjXUXi4FHqMLFy5ILrZ3716RymaRdyOAhIaaX5EYSXN8ZNMGEloCdmDB9R2xd4lwoeqIImBlUbFvwevxHGw05HGsXEGnaeD13d2imEGroN5YDP1JDbbfEBJGWksgpSUk/pyyHNRdKq6EXuJ8l6ymilpj0faF7MJHyVVClUUWEqEgaZqourQVDS19ejmRmIpjWpo0Yc4dU0PyfNEVajv64rQSigkJZtqqIR/TkTV0VCmPzem3IBCvb5LlKz697TVsSy5drDJUDTFVF3pG2buYxCVxs/ijRwaizYLqHHGFEJ0XNDwVMbX5E1rbBBxCWB4xrOrV0PDrkou5nooZi/uLL+QgptroiunoMkhE4vBC+B6tR5JiKJSopnJJSsvCad2WaLJPURBTYohrPiwvtIvi+zFf5H9xNQazSeoJLYRIEAn/i/4+r3VDZyF7EQLFh0b1EHn2/Gd5PuciQYYkfRaYDSGuJIwkEqlQUpzHTTHCayZzOOYz83F/ZD218Ny91Jm81HPXCnP3JaiIBQkEQXhNXK85zfXaALXRRhtttHF9CpHMaUR9YZ3kNNdCwGdvhoO4s7OzyyauX+vabkT+wP3PQegTJ05gz5492LFjx7KOxVorq5DkRKcBEk/vv/9+Wf+N6tGs9Ll5rmzjTNFCX1KHltWxqy8rBJazJRuW7UmsT1wYmUWjbsM0dVRLl97PU4UavlWs49tHRvCpx0/gjbdtw7967yFc4OBtTMdtu7pRMzScmq4hpiq4oz+DPfk4Hj8zjtLIGNypoiiKkMzPmHVTd0bym5kibWtcTE4W4ZgxUS5hL2LfQFb6E8WaLTaonbEAD+2N4VuDFmarlnye+b7sH1CR4+xUDWZ3Fw51ZbEtCRwbLmHaVXBgd58oqoxWXJTr4bBzwtRkLbTjecvNvdi0hB1PTNeEqLKrLyOqMXyPVogyCO1i52L6sF+w4PSQJMcXqx5V16Ew14ubQpih+kzoBnB5MKf46ktDqFYbMJmb6OxtMdcAbLFxCpBOxtDXkcTpkcKcmMpilC0XN2Vj6KK1TJMQ3xSZlO85HNyRiqFUcDFWaKA3G5O/sR1Xhh56u9KYqDEGVxCj7ZPri6oKySjshdzcn8aP37flovdlD4u5UU/KQMmiokzUMw/fn7MD3As115eBcZf2QvyJmYSnJ3AgoaGHWqdTzMP85tBEmNOEORJVYi4+b5m7Xio3iFRI10tOc1MuLo8bKeawEqjVais+9LUW+I4hq6zHou61BkKUNqMkG+WxDxw4sOJEkhtNVqF1BIu63GYSba5mkmUtlVXGx8dlv7eqwKwHpZfl4shoGdm4AU115u6MlE3TdQ2+puL4SDGUdKvScz0qd135cyLBS83FJ14eE/brD93WL5LHf/X8qJBhUqaGkWIDxydqePuBbnz8pTEhiZDdKaU9utf4QNXx0Zk0kDQ0TFQsCTR41pmair6Yi7ipYbOZDAvsBQsP7u/AA30avn5yEoMzdSQMFXdszmBTdx4nSgrcQMFNPSk8sCOPuKHhayen8YffOIexsiU3WBaSybTlqU2bIlPX8ODOPN5369Ky87yxb+9M4OhYJZSXE9nsZmGx6RVPkLFLWedQqntOeGXumzmtGrHTCW2DGDioJJBUbZHhuxz+/qVRPHlmBps64jhfdmHQCkd+05Q111U4liLFarnMBb5IabPeTNa1WBV5Ht5+6wDec9dm/NYnX0G26VFJ6TYhTOiaBBMp+HjzTb1C9BkuNISsQlLJwS1ZIauMTZVRtzwhmWQShhRaG46Kn3jDTvzS224KJQQXoS8bk4DS1H30ZXUU7TpcT8FMLdxfdU+F11DQnfLxA/vzyMQ1zDgV6IqG/lgeA/EOnKgMY1LIElEhd57JL/Y+Y0WMp8bR0dEhsnQZXcOmeAxnq3XEW67/VFxJaBq2pdaHj2l0f4qwXou6EVklFotB179jwog22mijjTXHei3qElGusNwknttx9OhRia9vu+02sTO9UbhR1qa0LGJhetu2bUL6uBqiDZ+7FjkE9wPJQVSBoUQ2pbJpKbtR8hkSIah2QWpv61lGZQ0qUZD8QeKKr7DwFspUR0SLpbZQWVQ0m7RsfGl8Au/o78P+TAqBWkMtqEpMbepUryjD9y2cKQJHi3WJnU1DQcWhpzoJGL5MtOUMQ2yIGr4v8SZVnSkUnFAUJA1THiQrUK3lts4+zJaKuFCpwHIcZAxTiCZKOoWGrsLUNGxNZNATY+M/wJcmBjFcr6LuuU19jVAPk/lEyXcRVzXcne9Dzlg6p+iLZTHUmIEjY37zBJRIGySS7DaUABYVVFqywqjUSOvNMNdhITK0Z4q+0proSmDx+EJjBE7gQgtMjNVrsH1t7hjZVJz0PaRVTyyS/MCeW0VYvA3fP6GZ6Nb7YAd2qKAShNchKY6S/EOrHcVHh5mSwYSqXxNrW/5nqib64h3wAwdWYDVfXbRW5PcaNGzStyKmLu1XTwILV2PACPVIlZB8FCqf0GopJMfE1JgonlBhJPydDj0wkcyqqCllBKonRB8pXjfzS15D7YaFydEC8rm8TDjzmmHIeR/moVGeEFJlgtAydB3cD6LJ+I2Qz7yWJLPbaKONNjYSeK8gwWO9DRNHayEJ4mptf0j+JnGddbIbBe6jlc5pWok2d999t9RRr2Y9a9UXKRaLMkzMGIm9JQ4ObKQezVjNkeCadp8R2P9I6gpcR8FwxRbVwpEGrT0DePYyyOB0k/B8lKo2vvD0Wemr/Px778D2bd346nAZk/WGKDoWnQBfulDCVMPBH/zFk6KckkybMFwfxUJNXmOmUEVvdxYD+QSGZ2uwLAflSgOGbmJTGkiZOrLJGAY6UxicruGOrVn8xBsGMPDyCI6NFqErHm7ZksP+LV04NhOg6gDbupJ4+EAvOlImXhku4pf/6iWMlm10BbTB0VCshYOoNZIwXB+3bc3hF96yd8lNZe/k7l2d+PLhEek9qE3VksXDqFHuIsQPxs9NAsjcD8PGiQxVM68TJ6SmjU6J5Jkr4NtHx/C5Z88jl4qhoeiwXB6niGUSno8cylZipgwisIfWdB8VsI+m6Rru3dmFX3lkN37j708gn9RRboTKMBw2Zv+MXBzasb7p0ABODs9irNgQdwC+167Nedy0vQOl07Nhn4v2UAn211RRyH/Lvm787rv3iZPAYlB9pT8bQ33ax76eOM6Wa5LfNSwOkof7r24HMHQ6JmRxS08Ox4t1+dv9uQTu7E7i5Zk64rPTMpAuJBc5FTnQHWpb5moljIxAri28ThK0+qFaCW10SbYhGmJjBOy6Ql9stbC4H75e7lGXQltZZYNgPXm5Xy9ZhesnS5STcAcPHsTAwMANXVcrWWWlwMIoFWGulWizFsoqPIdot3T+/HnccsstC1RgNlIgRDYriQqtkEKkrqKzI4lvHR0LZdIMDXYsMX+HviyaFjeUHvaAT7w8jq+enJYpxv6kjnu356XqyRvykYkKfudrZzFZDb0AWyW5+ZU3b8dpnU2j6HGo9FH3msxKqnxUbSGmjFY9/O4TJTRcFWkzizdtSeP2TQpKhUnsqpdlQqoDHaiWACOfx5v2dEoQ8L+eGcKJiapIsZENTFWYm/vS+NG7N+O2zZk5m5il9t/PvmEH/vVnjmOoYM2RUWQAUogn4fNEaJoSafzBvOW8gAFfK/uWx6NkAxlDQd4g2/jK14FvHJ+UtRCV5vFsPQdFEccwMDFZxPbNXRgrWqE0XxMxFXjvnQP44A/ehleGyOoNJMijtY5BhRTXldcgi5lKMr/6yG55v2fPF/HccAnPjpSxuTMudkUHd3Xj1TNTaPDYqYqQjd5/39ZLElWIjoSBd+zvxsdeHJPAh5cAOrIndGBnv4HbdinIJTzs7fGxN59DTr9Yci+rJ6XwyynXsIAeKvXwZEwpJpJ+TD6vbMbwPGAj5rZkBpOWhmnblfNTrJJoN9CTk8nU9YAboWJ1I6cQWdhdb/fTNtpoo43XKtarQmSE6P61mHh5OTUSEh5Z1I2KFjcKK00M4f2aEt9UhblWos2NItBcadqGRV0eq1YVmLVWrrwatDbow2/mKduhygXtgKrS/N+cAqab5tmXOvoLDU9DkFzyyeFRKeZuT2u4syOFrth8AfzVUgWPjddR90LLmLD4GYIW6EXbg6GGk2zRG5BUwiyHMa88z/dR9Tx0GCaOeRYKNEiP5ZDTdOwiTaJUwczJs3KOJPJ5NDotVDs7ZVrqjd2b8ezsBI6VZ1H3Q996kq9pUXRTphM3Z7qQ0i8t295jZrAj0Y0j5bEmgR4yBRcKZIdgnJw2fLi2KgXLBYomTS/2UGWSVjqBEECY+3QahlgXLUdVxfItGIqJEbsOS6yM+FrRcWFuqWLUsrEjlcKYH4hV0HyBWUGHkcA2czsyehZTznhINKHSCl+nuT3hsfGRUtPYnupD2aug7jVQRwUGyR+KzhFIGbQgESraA6YSExLMpYgqRFJJo6KU4Aa2vDch4wqKJrZBuqrDUEmjMmH4Joxgoa+5rBOaEFw4thgOP3DBoeqSbymolCu4MHhB/p3P5yWnSfXG4ZuOGBlFxBUNOhJYH+ogPGc3Sj4TFXZX2k67jTbaaKONpcE4Khomjgju6ymfuZoeTatS4a5du+Rxo7dlpZVVyuWy5GQk2Fwr0WYt8gjaLXHogVZLtFyK9vtG6tGQsDA/dDn/c37bnzHx8kQVZRIP0inoyTjqM+XlvXBTusOxfXzl6dN47ugwUrkUDt63H2+9cytiMV3e+8JkGb/9/z2Nw68MSW+iUrZCjkWzz1CuWAi0usT7YknDvoehQ9FUWVcvB2GDUCVelD8ScfzaF0ZkyDWmZ/HAjgwevCkBu1LETUoRsUwMnelOOFUTjtmBQ5tz+K33HsT/+5WT4gRAFZCYqSOXNLCrL42feHA7HtrfK72HS+H/emg3zk1UcGFmvKmcOE+wD68tYY+EfS/2Y+aJ4eHfc3t8aeaECQZVZYqeh5So6sekT3UlPHl8XFRM0nEdz46zR9HChmkSVriu85MV7NqUw8hkRdRL+K6ijGmoeP3N/fjQj9weKr8gkL4Jlf8j9f1o29hb+5EHd+BA30E8cXIKRycq+Oq5IvrzCRnAPrg5i8NDRVSbQ8Xs5bzjQA/+9dv3LklUiV77fbf2y3D3NNVkmu/FcySfM7B7c0KIKsmUijv6UnigN4M39C9U7+xPGOiOaxit+ZILN19Z8sSMCtyeN2XIh9dK1h+YzxxI53A8pmPSCns0TdF93NWVWjdkleXUtdYLXNeFZVltG6D1Dl70qeJBNQwSIyKW5XrDcm7stP1hAMHnMYBYjemPlZRza/UQ5LGgOsn1FJtXS3qJbGqSa3geLWW3tJGKu7dvzeH4WAV1+l83bx6jJUuUTzzXxf7NeSl31WxX2KCnq55MCF4ai7XTwqJgoU6vwEBIJccmayJVRhZoIwhgN2WyF/91hEgaTNjivoe67YNDcramQCs0pCCXS+jIxw08da6IfMKQmzilz/72SAGZ1AD+4T17JPGZmp7Gt06M46mnRoVNfLAvibt3dIonYTamC3OUN9xizRXVmWMTFQzkYuhNm5c8t24ZyOI/vPcA/vFHD0uwRoUWvkbD9VFoUHpcwQ/ftRlfPjqB4YoFxTBETJr/k6JjS/AcND0T+ajYPtJdCfTlrqzwwX3IeKUoxJ6L5dHIXtV0FSXLxZu3pZDI9OIzr4xLwLglY+D9d27CI3d0Ydgah5JpIJdWMV1y0ZE05NgxyOL66A/5Cw/vwbbOUELs3bfG8aZ9Xfj3j57Dq+MVYctq8Rj27ulFj6HirXs6ceeOTuzflLniZ/NH79ksQdbnjk5ixnKgaz7edFDD22/j/gzPn6SaREZbuujaY2aR1GhRFE4hRueT7gMHMzvQ398T7ivblumAmZkZlM+dxh7Hw1Q6j5oRR1cyjjt6OnBTdn1M0vH8iKbkNwLaU4httNFGG6ubKJMYwWvvcmWZ15Kscjl/88j251rUSK4VK0kMiXIy3rOZk12r1OpqF1OpnkKZbA477Nu3b6HywQYq7OowpPnvIJSJDqLhlMCBqupCWEkoKfiBh0P5ANMNG2crF/uYL01YmRuzEyvPiuPh1VkPQ1UbvQlNHuM1HyN1T4gqc2YxTSXF6GNJqx4+Is46n1X3Q0K7PN2x5bl5UVdxUXF9pPTw8zPl2KjrOt6xZzcOGAfkMz82PYVXitOYnhyGoajYFkshlk3K9F+HaSKl6vCVAFXXxWCthB3JrBAxzKal0GLweO9PbxLi/rHKBGKKCk3VZB9RzaThu+gyk2KBdLo0gwlLRSMIVU+othJX57VW4qoHqpSHmpJA3feQUK6cz0T7hX9Vbsp2R8R//o77ijkjbY5ieoBDmV0Yqk+g6FWFbM5cYGdiM2K6CVexYFDpzyFhibmXI/sjOiAknuS1LtnurJ6RRyNIo+hNNwkqVIOhPoqOmJJAXEkgoaahNe2BLgX+vlvrQ8GbhhU0wvNT1ZHW0ohp8bkTQ/PMpY8D3zcw4KtUXFmIRoVqm/3oOtQr5zcJfsxppqencfp0AbneDDr684jHY4gbCWT0HDQSb9YBFiurrHeQxNdWVmmjjTbauPHg/YwNNeYBJAlmMleuHa4FlkMIYc2Z28F7c6RUuBpYyR7E8PAwjhw5IrklrX+u9VisZl+kVZlzKbuljZTTbEmbeGWmjmrTdoVg7iERlKJgIBuDRlUOx8fbH7kNX/zc85hqFK/qPUR5vOFitlbA2Oefx4tnZtHXn0VcA84+fwLF2Yr0AJrPnv9DngsksIj6i8IdL0OxFSoYOr70d4yZGnRNE5LGTQM5PH2hiJRpoDNpCsnj80dn4Cq9+M3vvkPOD35Wnj41hg8/+Spmajb29qTw8P5eJEwV+XQcPdkYsgkdpbqL84UGXhgq4eDmnKizX2oYdnNHEn/0j+7C+z/0bYwW6qLYQiXMhu2jWLeFAPP++7fhlbNTePHcFOpu6PrDpENjj5hOA9KkItHdk14K+zrkqCiKij2LSBlLgYPI/Hv2dYSCsvj8axJWbNvD7q3d+If3bcPHnjyPyVIDPbkEvu/ebXjf67ZgxC2j6Fjo7dRxbMiW3tRkhbaxzIl8yX9+4M4B3L8jL+f5O24bwCO0+Hl8EN88M4uZmiNEky3dSWQMDY/c1IXbBrK4YwvVGS//2X5kX5f04/76xTEMimpKgM39CdyyJw0zpknOmDM0HMov3aPZnjbRG9cx3nDC4e3mLtDh4x29Cdy1JySF8/pfKBTCPs3QeRysNjCa6MSskUImbuKu3hzu7Emvm/vCRhsoJl4L1qbrI6O9AYgksvmV7C0W5dbLyX61rF3ehCnJRkWP/fv3r9oHhftrJYq7EeGDxV16CDIgvZ41EatBVokk5XK5nBBVlrK72EiB0N3b8zgzVcW3j4+iVHZQ0kpiC3TrQBZPnprEwS25BQHA9ukavjFCiemrZMk378WhVJiHChmdpgpFDT3CL4vm78nitMW0PNRsq/q+SKC951Av3r6/G7/5xVPoTpmiikKQITpetvDZo1N4zy39SBo6/upYHR97sYpyg8dIxeOTFv7u9Jh48HUmFEzXAviqCtdXxAfx9792Fv/nuREJmH7yvi04tGnp83Rvbxo/eMcm/O1LY8KATZsaVMUTi53vva0fP/eGHfiuXR344888i1mYqPos3FI9hAlPgGrDhV1z5mx6+DPul0TSnFNMKTVcPHpqGudn6uhKmXhoTycGmkSWB3Z34thoGSSaXrQ3m96A0fcff/I8/vJnvwv/7I07cHK8hGLNwflyEX/7ynHs3WKKdc8j96Xxsa9Pw/RVdKcMzJYdka/7tXcfxPfduXDKjH6Tv/bQDnz9zCxeGC4Jy/eeLTm8YVce8WaRfTmgtOGP3bsF339bP4bKFRSVEShGo6meoyClJrAzsQ0qmUpLgFLdKdOHAxV1kmv4mqqClKEA+vwJSwsgqjjxwXOT16CIvDI7Moqx4TOwOjoksaQcHRtOa3WfiJK7jRIIRWSV9XpfbaONNtp4LRV1+WBDjfcwTo+tR0STkZfKG/hzFkRpZ3r77bejpycklq4GVqqIGhE+ViInW63CbuvAwKWUOW9kPrPScQJfL61lUfYK0GIKfNWDE9ii0MHI2FNUIScQCQ14x+YAz8+W8K1x6xLqKkv9dF6NhY+iTSUQF0M1Fw03VFNsVYic+4t5fsTcz0Klj3kLHZb/8oqK+zu7UXYdvFyaEXWVaD9R5XDWcXCqUsLdnT0IYiaeVV1MxjV48aQkWVPwYJRnxaqGxUjbNKQIyTh6qF7H346cRUozsDuVxV0dPUuSVvh+e9O9mLArqLqWkFsilY6UnsD9HduRNeJQqjbSehGUQJyyIERxwgtoz+OhK8apv6Yaa+CLPDXlnCPM2jWMWEVRkuk0k9gUz4k9aUpLiA2P7UeS5nNaOS3EofA7ri9pVHBX7gBcn/QSW8hItlqHCwuxIIaEmkBcjaHhN6AEGhQOCQQB4koS/fpWGMpCAh0JKarWg7pfFcIKiR5JNQVzGUSbVvC869b65TVcxYaiBjJoEXm/qr4hBJpLIdA4uUh1lZbrpgLEYqHdT3SsWD/hgyQ/XjdYp+D9YGhmTKaiqU7V0cxpqMByOcLgjcZGVFZ5LRR222ijjTbWMyI1FX6l4np3d7fYt6xHXKlHw3swieushz344INSd1wtrET+0Er4WImcbLX6IqznskfD97uUMid/t1EGiremTdzalcQL4yVM+Tr0kgVTU7A7F8f5io3NKRMpoxlT96Zw89ZO/Nf/9Q0MXZha/pvwfGF8rypwGhbGRmYwWWhAr1dgT5egRyrjrYlNazLjuvIaYD8slw9VGEUFQ8Fsw8c7bu3Fz7xpN/71Z04gaepCLCESpgZNU/DE6Wmcmaphd08KXz9v4fe+Oin9F/JDvj5Uxd+dGITluMjFaHMTYKqhyu+myg186Gun8PcvDGN7VxI/8V078Jab+5bcxHzKxE8/vAd/+IXj0tPKJg2YVIcMAjx8sAv/+r234PxUBf/prx/DmaKCgg2UPAVizsl+U92B6jqivsJ8iv0oIbAoQDYRxtNUwf/G0XG8OlyU7XzTzX3Ytym8ft2xqweffea8qNMvzg8XwHHwzeOT+KG7bsPX/tVe6c/NVl2cr9Twl0fOo79bQ2fKxL2Hkjg3XUe9HqCLPZqKJ4ozP3LfVvzztyxUb2JP5mcf2IpbNqXx9GBRBqlvH8jgTbs7Zbh7ueBrvvtgL962rxunZ2v41tQsxl1bhi/4X09Mx1s2dSFrLv2aFcdF2a9Jbki1SQ5AaGqAhOaiHszbV7Gvyms/HwSVQOZ6NLOjqE45eDmXm8tp1prQuJGUVarVqnx9LRDw9ddyUZff84OwFjLLVwOuj+tdDN5gKZFEtiuLi5s2bVqTIO16gg5edBjEsWjCYGIpwse1WhPdqAsGt5eScpT3Jrv4chOsG4msEjc0/IN7tmBHysPhs6M4sG8Ae3vSqFkOnjpFr/r559puOOnWG9cw4/LfPqxIEkUQXEppbsFvm2Tcpk9f6B9+qX1JqblQ1aPZuG8lXrBBULHxZ08N4YULRRTrLnIdOkbLtLjxkdA1JE1V1EOmKjYmKjY+8uwI6o4nxAjx/fZ8nCsHoiTjmHHYngffdjBT9UKmKm3OfU/Yu785ewr/8T37saNzaennn3zdViGWfPnYJGbrLlKmKgSWD9wXKgbdvjmDD+xTcPd9tyKViOOZ8Qo+cWIKExMVvExFmFwMpZoj+zUe19CZMFFtThWenani5z5xBOdm6k3pNQX/84kYPvium/DAzg68944BfPv0DI6MlVvEsqMd3gzOPR+eEcOkB/z4/3oebq2GiWJDGL+moaK7M47N3Qn8ozf14+FDvejM6HjumIXpGQX1ooN/9Kab8e67ti657SSsvPtAjzy4vmfOF/Bn374gSin37+zAoYHlBxN8rf2xPBw/hZJXloK1rujI6RkpYF8KM+6MlPw5hUpbI9l0ma71MeFOoR/zVl1zu0ZRhIzCB6c4+LllcZfXKDaf2MhhYTcKivj1RnrNLkarrcNGQFtZpY022mhj9Yq6BGPo9ZzPXG4SsdX2h0XdyH5mrde1XPBvGSfQYnClrFhXo5jKgQGSa0h0utzAwEbKZyKCQE7rwlBxRKbisum8EFQqfmnBNJso1ikBbsrqODzjijphnUp2V/l+oZIhfbTDXGaBVPeCIcTwd2Jn0yS0RMrSrRi1Gvjs2Aj6YqZE8nbgixw0EddIggcKTuiR/vj0GMYatbmCpKif8G90DZ2mKUVtWthwarIi/AjmAR4oyP1KaQY1z8WbezYvGZsnNAN357fh1dIoCg5pND5yRhz7033oMEPFoB4/Ba1s4dCOQ3SqwZAzjapr40x1UkgnZGaQaMFCZlw1ZQggsiY6VhnDS8UR2Py9+LMr6Itl8Iau3TBVHZtjfTjfGBayec0Lz8HIUinar4bqYcpyUbDHMGmXYWqM9sPPDS12TBhI6El0GF3oNHpQ9SuwXAs1y4dd9tC3aYuopiwFnjOmFsb6XuCi5ldRRUXUe0hcWa5SCfetAVP+LhClxKatT6CGxJlL+OpyOwLFCweEWgg+srY47Xsd6Iusg6JcgXkKH7Qc4H0imlI8ffq0NHP4WY9yGg7erGZ+sdGUVXh/apNV2mijjTZuDET9zvOk5xHdH5Zrs7NWuBQhhNsyODiIEydOrJrtz3LXtlwwJ2BOdjnCx2qvaTkgwYlD0BwYoFr/peKMjZTTcGj1/r4UenUP35q+gEOb0uhPGmJDSlXH1r4L7WLi2ThuuWMHqoUKbMeVQdjLgucm3Qlaf+Z5IRmjXJVY26Xie4v1j4C/4P7lI5kAzBhAJdHWYVJFEfXDv31hFEdGK7ACoDcbx3jJkpyG/ZLOpIGZqo2RQgPpmIbf+exxTFdtsaeJaSoc18Ng0RUllN6euFiKuraL4UkLNdsX1cbAc3FirIzf/vuj0tP6rr0hyWEx3n37Zliuj7955gJmKpZY4rzz1gEhsTB/2tWbwY/c3Ykdu3aju6sLQ+Ua/uKV8xgdr+GxZ8eQTiZQrDho2CSGqOhOxuQ1pssW4qaGf/zhJ/H8uVnp4fC4/clXTuDXv/tm/PCDO/HGQwP46kv9eOzIqOR1S34SuE9rVVQbNfzzP30cv5nPYLjsSj9L1xV05uPY1BnHW2/txAP78ki9VcOLp6ooz6qolly89dAAfvz1S19vuK8f3tMlD577R8Yq+MQLo0L+uX1zFndvWziYfjnQculATxq7O5M4W61j2rJhqip2pBPojl26R/NyoYyy44L8GF0Vf4G5fuDzFRvfQ4WSJT6z7LnwM80H1x4NZ5G8wmst0dqj4fVqNa+5G0lZpVqtyv7ZKOv9jiGr8CRiALTYy329B0JcH9lkreAHlDdiflip6rFWzKhrJfpw3Szonjx5UiS+t2/fviIXlFayyo1ANPXJ5vVSknIbORCKbmL7+1JIWibu3heyp+u2iYGOBAZnatjVncJoxcb52QaGpqvI5hNivr4pG8NwicSQeT/F6GhGW7/UbriE+tmiHzZn6SiK0fQiJHeLhVf5TfM1RHmON7rhsgQ3szVO1c2/DMkSOzqTEhD9928Pomp7EhCxMBpte7HuiNILyrYQYxiY8TX4FLJoPc9BOvAwMmvjo98+gZ99w84lmZwMkv7Jg9vwg3dukmCL6idLsVb5PAmM8nHs7k/Bt1woKCKVMJBJmbA8PwzSGi76MjGZAPzVzxzFiYlaWOBWIft8uNjAv/jscXz+n9yDnkwM/+EHDuGzL4/hP37tDGxOS84tL+Tx1im9pipSMB0s2YCv0UBSNpTvOVFwEDM0/PlXx/AbP7Qd+weyODw4hbEhD5NlFf/5m4P49vkyfvGte+eY0YvBIO2DXziJrxybkgCLx+nPnxzCQzd14Z++fju2dCw/6WERuUtdvmym7Vsim86AXTwoI2sl3qCDupBezEsUpuf2FKXAs1l58PrEz340pUjfWV4HeN1tnVK8XrLd5cBrWqRmtRHQnkJso4022rjxXu5RUTfKZ5Yit68nLJVzRRLTvNeSBL4W97nrKaIyR2NOxq9LWYJez5puZA5RKpVk+pBxLNd9OaWFjZbPEFSjcKs+tKyBuBoSK6iKUQ+qorpBggAVONzAhaa6YuEzXHWR03UUm5+jq9niSDml9ft5o5/mzyOCPgkjzVxJlfhuoU0Qv5KgMtxoiB+44XLiLPxl0bGFBJLWdbi+hzPVkuRJsaY6CvMKr6lgUnY9UIiS31tNxRMSXWgP5FbrQsQ/aTvY7ATY2d27JAk7byTwQOdOVD3mVQHSeuwiJUwqHWpCTAF6YylYpopJW0fFtZFUzaYmCneIKhY8MVXHjF3B84UhOCRuhK7lcAMfI40SDpdGcVd+K7qMTiEeJZVJlJxJWE3CSnMvQVN8GGqYq7nwMGmXRAEm3M9AXNWQN5JQ/BpKriaElRjVVVBHoPkwMiomvWGkgzyyaiiZvRQsv4EpbwxOc/JPhp98IKd2osvsuKIdUASecwo0yqUs++QKFKE/Sd429zO/mfeqDvRLWAi1gp9tTkVHk9G0L2Y+wwctCnjfYB4TFXp5DbuRhd6NVNiN6m7Xo/zbRhtttNHG0uD9NFK832g9msXr43ZQ8Z7k0Lvvvlvup2uB68lpqKRy+PBhGd5bbAm6Xgn4PIfOnDkjD5JUtmwJB0TXKr9aaXDf9Sd07NAauKsn7Ptx/ZtSJk4VG0joKqq+h6lGHZMNDz3bsjDjOrKpGJRiDZX6vGrFRWAsNqe83mx86GE+GMy5FkRSkks0b5gvlcuAUqGsDf1FAE0PVVaaf88Y/cgoezQqxoqNsInRfKnzmoLedAzdaRN//9IYpms24oYqJBCChHuS7RuOjwvTFhxXgWW7sO1Qfd4weK3wkA5cTJcV/M+vHsHNXYckpl187lIR5Qfv3Ybvvn0AI7N1UUQheWYx+N4kbmzKJHD7rjyShoonX1SkP7Kl15RcRZQmrQCpmIZs0sS//Nvn8e2TU7Jdkod5vii//NbfHcbr9nRjV18Gv/kP78UXnjuP3/vMqzhXaFonRfucX+1wCIGkoMmpEianywBzO+Z0qobJelIGsD//wgw2dRjY3Z3CmfEGBsdsTNYC/M0rMzg8dRQ//8Yd4gawFHjefPiJC/ir50bEhon4CwQ42JvCL7x5F24eyC47/ufQ974s32d5vehZ2xFyDPOn+Zw3fK+aD1yoWUJ4uRy4NvZg+ODnnNeUaMCY1y6SBJnLtpJXbrSq1UYi4FcqldeM+r3+WivqRvYwC2SRNkAg1HpjHxsbkyAo8hRfy2T/WgKhKIhj43elg7hWG6CVxmKG8XKmPjdicXcx2PD/rn29+OJLw3jy7AxGy5zFA7Z3p3Dnnm585fSsqJoYclMObX6IiCiy1HWQP3PnfA/DG7KqheoqrViw71q+pQQ2H6HKChMcr2XajiopAVwvEG/DqExcd3wYGpCJ65gQFnLIVCaRgtsY+cm7LO7WQy+/0LIoLDVTTWa0SisZA4ES4ORUeD4Q0c2Qj1bmOQkqS5FUFp8TPXEdO1MmprviSMZ1TJVtpBI6dE5D2uFE3TsP9uLIVAGvjoTSXaYRzuGJJaQbYKxk4dFTM3jnzT3oTsfwgQe247HDQ/jSuTLMVCKUq+MkpeXBdXwoGuX+mn5MUcDIh67BCVTULJZGHTxzsoQnjpfwxNHS/8/ef8BJdp5Vwvi5sXJ1de6enDXSjEY5WbZs5IiNjTHGgMEsZmGBP7Af7MLH9+3CLh/GsMCyLAvLeg1rTDIYY+Mc5CTJsoIljcKMNHmmZzrnylU3/3/nuXWrq3t6cs9Mt1yPfD3d1VX3vve9b937hPOcI3MSUwNkUx6+dWxWnMb/9p6bl9U3/NJLU3jo5WnkiPw2NQzNVTFSrONvnh7Fp16cwFtu6sV//t5d6LgE6rmLNY2SStEJSVEgvLjs+OSrJa+MbvXS7ju8z0bXePv27XIfixK9BN0x8UtgS7QW+PNKOi1riV6O1mZWaVvb2ta2a5fUXSvMKq0gdxZIIwD4tZb9WW5cl5NEZVcPgSp87hPEvpKg1avZhUiGSNJ7X2zX51qSATrXvgm0sF0dKhJwlRocOAJaURVNpGDu7tLwFasguvALXW9hDHAui2akKfvDBsWAYJHWuVoArHBvrfvjqyKJ03i7poRML9Gn/EbHmeITdB++znER4JHQDdhsxBF2mEbMsgQBYbMzkkeVMfGzivjCPEE1Tq4PAkQCDE1PYezIMUlgRb4uE71RjkGklfTlwelL1wWZPmzY6IunUS7Pou4RIB52bVqeg5QWQ5/Zgf3FM3IenOtI1pOzQ6DNicqMgFVoWT2NbDqNWXcOIxVX2Gs4OYbiIakzRgJIPhlr4D84J8Lowu47sukGFaxXcgJQqSoVzDhT8OAhUANQWcfzPRSCWQGcpJXssuc3580IUIXMKDXPxmh1Dpaww0yJtNCO5CasTyxPPX41bGFZh9Tb52JmOZcxh0FGXm5Rl2JIrz2PU6dOLWJmWRrbfrfKAJF5DMm0wQABAABJREFUs21ta1vb2rZyRh+XDH+twPvIVntMs7RpN5L9IdjzWsv+XGhsF2O8Bsxpkqng5ptvFhaDlR7T1YgjGBMTXMOC9T333HNRslFrtUbTOuaa7WGLqWDeVHGyVMe8YwsbSi6m4d7dPSjevRGPPXFa5l1ihAjF3QCBkD1FjHEmc8xSvAnCBtbG2tVSbKatI+B7l4tH+VrYGRr+XCoClTJgmOHW0dHcF411F6fuI52MhQQsgSLnQVmabT1J/OMzI1LfYZMx3yuHVELwB2s7s0VPWD08xxemeBlRoGI47yNhGKAa0vHpmoCwuf4jEDa31gI9JXp29GcuOMcxTcOWRAqFfht93QmMTFbQkTGkgVpxgLrl4gfv2gxP9fCl5yYESE6GlQh74nqe1JX+4cnT+I/fvxfJmI53vWo7Jmo+fuufX1iYP/7rOIC3pOGI8y60k6r8zS8WMTuhQl3fhReGyvj2kSIeemFeLptJ8L7p4cBYER/8ynH8yQ/etGyd5fmRIv7hmVGZ4025GIbGCzg9VcSxk1P4yrOnce+OHvz+j9wmtb6Vtg7DAPvNI0aVcMU1Yl4yc1brFwSrLDWub7JDcqPiBa97xCRJcgSuBd6TWxuMVzL+iFjB1kqdplKpvCIkgF4RYJVW2R/aUqAKbbV3IkZgGjoQlJ4ZGxvD3r17V9yBuBaJVHbx0YljwE/Ax0o7cdG1XenkbqRBz6QONegv9mZ0tZO7EfhqpY37JQDlo0+P4omhvDgH/RkDHbkUYum4oDg39KTkgfueTAzfOjkPy/ZwfLYmyNdWhhSCSUSTu0XAnUAVAluax6POHf+8BPTQ2o+4nDwix0mdQ8ITbNtbfFxx4kLIAl8jKne26uBbJ+awvoNAo0CYVMLhLQbFCLCjcd1kDNRX9wPU/SCkxONx41m8+tV7xDFmgo8gMiI5mQCMnCI+FM9XuOC1e/zUPP7p+Qkcm6lA01VsG8zg9FQJ5aoHU4Ugdd91ywDecmMvPn1kWJCo9DGjaZCzF4YV4MQMgSwLxZ6KaoIp92o1BOdIGjhiGhHJJVWAN9F5y6uNCZu3CPYJ8JVnZ3HwDOnFFXHMKAs1OlPGpr4sDowWcXCsiH0bOs46t68fmZFZJTiI5zZTaSC6CQayPHzq+QmU6h7+4r37sNLGLswG/qjJqBKtJQ0rEyixS7Gvr082Gim1I/AKAybeg+gMRY7RlSJY11oX4ivJEWpb29rWttVgEfA+CoqXi2dWc2K3FYBP34nxAOOA6yH7c6XxDP0IFnUpqcHGgY0bN664P341YgieI0Eq9Flvu+22ph70xYxlrei7LzXO4bFSGU/NzmPOdoTBY0vawE1dGtJaDIYayrNsSCl4xwYFLxdqOFVyMWOHeunno8BYKuPDkIQ+OVm3z/mpyCldxrwG+wlBK61vY0zSZJIUxkEVc04VqpoSIEjFIyjj7O++IUBtBZYfAlWiw1NfnOIzLlggUrB9x3ZsiaWatMqUGSZTEJN/UUxzLk3wKBZ1fA8HizM4UcnD9j10xQxkjDSqXhU1zxUwSFaPY09mEwxVQ8kJWWMjoEp0bjTKArVa1bNQcFwYGmnDI+BPeE7yHWnKykbXIbwonEWOhawwGVXBrDsNFy7UKBYwyMjiQgs0lL0C0urZRQ6y7ziBBQ26zPFQZVq6Kptj8+t4qXxc5El7YyvbRS0glHOsl1YW0ys6RkuXIu9j0f25NbZll2JrbHs+FqaLMR7jehbyLsW4ThjTtJlV2ta2trVt5e6rjFeiZuK1GNNE42tljGdD29atW6971/qlSpuy6Y7Ae16PlWSIvNoAfPoqZIhkbYnjvli/Yi2CVaI1VbVcfOSrL+MLT59GzXbRnU3g5n0D6N/Wgf5EHH1JDWlDxU+/6zZs2tSBw89P4flDE5gp1kNwR3QNCCaJx0I2lAg0kUoD2VyzoKJnUvBsC+58/twDi+pi0XzK/gOAUqXzc0BPb8jeEhmVbqRGEzYDGLomNaCvnJjFtt6UvBbVk1rJXPh6LKZK463fkEWlkQnf81lbCpsSkvEEXv3qV4vfFoGwybjDmkyrH7sck2RrTHNwtICPPjaEZ4bmJNDbsi4t+5+Zq4NI985EDG+7bQN+8nXbMWWVUa27Ek+1MmRGIJuh6fKiY8zmKyGLShRLtBa65MQbW+M1hXPMP3keyvMl9K7rxIEzFRyfqMN1A2kMth0fo3kbm7uTGJ6v4YlTeWkOXmpPnJoXRpUtXQmcnijg1Hi+eSi+/vChSfyrDz2Or/z6g8Iks5LWYTaKWEtja85VQyVhJe59VL+IFDAIhoxqNK2xbVSjoW9/JUCT6D6yVuo0lUaN5no/o/DdDla5UFJ3LaF2eR5PPvmk/E6Qx2rp7rgUpyPq4qMDR0fuanxBIjDSSjlCvPkwEc2E9E033SR0eJc6nqvlCF0NoMrx6Qr+7JExPDtSQ+WRp0PKuawpcjUnZ2uwvACvu6ELu9ZlQ0BLyRJQCx8u79zbh3s35fCev30ec1VXACgCBGlQrAhopWEEfLQaH+LMPRomtQkVpGM68jUHQtIdgQ3OcarcLx0DbuExFkAmmZgedtl5vsjSjBcsfOz5caG/FgBK80G5uM+REkBaQ7Nv6dXj2HmsiZKFquMjncnihSkHj087mKuY2JhRsddwMT8faoIT3d2a6OV3ZqZs4cC8gpefGMFnX56G5fjiZNRrLgoVG6/f1Y037eqRMd/QnxYJINpghwEqIdE/YyK7Cc5qgHS29yzcF07P1TBctMPzaGTSw8AwpJJWzroOC6hWzjjn3nI9jMyGjldcD5le4ClwfR8zhSpSqVBzcjmjs0MHjfuYbQBVml2njaTyN47O4OR0RRzTFTV2pkIVSvBFZyfn5iOprWyHII1dh9zIeBUlNpc6yK1dipdamFtLiF1aWwaobW1rW9uunpb7cv7fak/s0jj2qakpAd6zA4bxwGp4tl1KFyJjMgLYSaV69913S9Ljao1pJRO79EkJEOJ6ulQN+rWW2OVYXyoU8JRhojRfRHW2KBKh0tUlf6th1tbw/Rs6oMu5UTbHQdr0cU9fDG/sH8BTs0V8bWK6CfKgRTm2KHLQIlrGxh8jOAjBEmRqTGpaAzARdQCeH/giAIxAgdpgi2zsTvxwglL4eZH4oR9uVVAJdHQYmoBVFp1/cx4ItlgAqrSaNCw2DpK3LRjpHLp7u5DojqEn6ITnerBKNvITRSnERGwbUUxDP5bzPO87mNd8DE0OYdqqQG90cY7X6ohZGu7t3oykpkJXKMOTErkgzklaN8+KZ6M1Zi6R1Rmtz0rs4zAGCULWTF2lJnwg7DNayzVpPVPZLxl1fMJyDPhC3c33SEsnFDYhcD8SM7jLxtb8TJRUn66XmkCVVrlbDz6OV0+vOFileVbLIlPOg3q6AmvtUmTOhs+dqEuR+RCy4zKejdYC33epSdq1GNO0Afhta1vb2nZ1GSLXYkMxwRJsyL2esj9XEj/Mzs4KUIXgdZ7D1Sq6rnQcwTiSrAmXU1taazHNdLGG//XlA/jy0+OY/6ePS5NuXy6JTNLA6GwZp75+FO9Qt+K+e7fK+8kQWbA9bLqhH6+5fRv2pbJ49+9+GQePT4TxQSwOsJ5IiZlEKgSWMNefSsJtgOZpwsbY2QWlXIHme+jOxJGvO1K78ewWaaEltZ2wQ5RsIN6CNFCLUX6Hxnis5nhST3psvIitPUmJH8iST1t0SSmPSkAK97lYYTVshha/kuB8BSdnqtjWk8KopeJQOY6pdA86VA+uZ6EyPCysrgRkRcCViG2jXHfx3LiN58vj+Pj+SeSrDtJxXZhcnjtSwO1bcvitt+9DzfKxpScl0j40zVWRiGsoVxbHERGIvpWlhGCjJw5PSo0mbFBo+Pg+WVRaoswWsMrCHJABx0e1aqHmhhKoCVNDjEwvAeMjRdj2e9MmpsrL12isFnWDMxOFReGFHCoAjoyX8JUXx/COO0KGy5UysmmmdQVFJ2zAiCRw5fQB9MVXHsROAFt/f79sUS4kqtEMDw/L9Wqt0bDOfin3ktbn2FqwyisontFfyUndtZLcJWKUSYJNmzZdEqvHanGEOLcRzfeldPFdyZhWwvloTUZfLKXcWnaECFT5+U+8hMmyBd8L4FDPXQEmigFuGkgjnYvj6HQFz58pYu9AGkcmKzg6VZEHHtGx3wxm5XM/sKcPfycaeAt8Ja0IU9EYJ8rUDVlPyIzCf/mQNXQVKVMTPUNSk3mN97QmBM9lrVKL4QtkIAmdnVZQBlGkT58pCE0cabWZTJbOyEbitsE2d9axWhPU67Om7PfETBUvjxXx+Rcn5PgJXcPQrIOjc3H82wf3YmNWl4chN4K1qF34dCmJr55xka+qqB0fESdjU2dcaNrosFUsD98+lceP37Ee27oXg9J2dGexrT+GI2OWMKlIkpYP9wAYyBh4cGeIIKWdnKkgX3dhGHqjIzPsWlBVsk35kixmLpidkJFDtHDOYaJ5XS6OmaILR/fh+oHMJ9c0E+bluoPOjiQGhKXmbLtnSw4vjBSRr7lnzaVo3SsBHC/A40PzKw5W0RQ9BHTL9SU9OrtQeVahWvzF6sRfrgldejotG+/bvEeSGpRO0fj4uKB6WSRqpaO7UJdim1mlbW1rW9u+++xik7prIZ5hXMbuPQbK1yIeuBqJ3Vaa70vp4ruaY7rYZDTHzWQN9dwvNRm91vTdn5ydxbemZ+FQGpRyoQ1/MKkFyBg6TAWYrLsYKlexLZOAFdTgCc+ILwm/MorYk0viQD6GKctqSpxGnX7ycyORqzX8ZwLhmZslrlv8TQ9I6iEwg/Kb8tnGd7chULmsLcq/RvJADd+ZbIgE94c0ygSvULrTF5YUr+WTfD/jG09yoAt+76LmvcY+M4aGcasKL3CR92ZFwofgDegBzJyGTV3rsQd7JB7mOor8WD2ZwHhXEnnOnAF41aLEBylVD2VDlQAlz8HJchFv6Nuy6Bzpi+9Id+NkZT7Ufm/EYiJZBAXbUwvxDG3GLqHihkCVCKTheRp0hUATv8lqLufecn9sdrypqsQGSkABoKUzTRg7pYOMZe+tphKTz3J+Kl6Y/G19F681x132yEK50qYsgO9bSUBFopYNHY245ioawfa8V0f3a3YpRoleNiHx+bS0S/FCid61FtNQJulqdJq3rW1ta9t3k0VsKq+EGg2fCxEzzNVgjL/a8QPHzYY6bowL2JR7NbvtVyqmidQG6IteroTsWqrRFCoWfuZ/PYJDZ1hr8VCuEiSiYLJQRU+2C+u7TZyeLuGbT43gjbdvRMkPMFyxYfk+LH7ffAtKUMX733YLPvgvGuaqdhhb8P+qlVB+hnt0bCi+Az2VRqDpMA1+P0M2EyedgGbXkcmacDQFhbLTZAFhXYc1jkUVk0gaiLZU2oZsKlooXUoQehhfAr1xHaOzNcTiOgLLFaYQGvP4PIbjM65qaMjQWq4fYyuyngx2JKHrGl4aKyHvBfjCiTlpWmaNZtL1MazH8I4dN+GWnNFkkuRa4vf4cMnEPx6sYqpYR9WtSK1nQ2ccuaQRNj87Pl44U5Aa1+v3LFa46DLjuH9vFx56ehq2G8q5ho3RgYBdfuxVIYiINpGvYniuBoU+sHR2S0dCuLkuDJVrUxXGGJnRxvw0zlQAOd2ZGGquCiUeoEIET2M+OK+szfGcBxrNzkttz2BG5rNYtaVBu/WyMSZUNUVe/+ahqRUHq8RUFaYWQBcWnDB6kQZqBCJ1yzj6ahtrMLzXceM9gLEt18HMzIyQFEQMPFFMcy4Gnsiie9paiWnK5fIrJp7RX8lJ3dXuCHFMTAaNjo5K9xKZPVabXcjpYEKaaGN+6enEXQua75VwhIiO5rj5Rea4L5fu9mrqza+0/Z8nhzFVsdEZU1GyAvg+E2SBMGRMl2xBbZKVg7Rif//kCJwA6E6b4sis64hjR2cC+0eKePW2Tty6LosXxkqoO+w1C40Pv5hBxyRkQMkmY+J8kFWEQIiOhI7X7+zG147NomS5SMU0YXKJns6RzGJkS/3Ls38PBKwhSM0GYIEah/w9aWiCZs3ofMAHMi46BgXLE6mfhZ0sHJP7IKtJXNeQSxgoW76gbb9xeFp+783EJPXcYRk4NlUWAMsvv367MG1EbBtfOTiKz794WjQWMwZQroXJ6jP5Ojodr+GMBCKp9PhwHpu7EouSrt1mEr/6xg34/z5/GpN5V5LV/HNfWsfvfd8NwoATWbHuCs03/R6PGetm0lYJkbyuj+6UgZliKMkU9gyGf6eT98DOTvzw7evwX794CP1ZBcPz9RCJS2k1L0y637axA3vXLa/3+I5bBkQK6KXx0qLpVFuYVQTgs8L0cjQDBoounfNQy51mKUCcxzN1WIGNJFaeXeVc1qr9Tou6FOkYMUDkfZJguOg9y3UpRkH9WjGeE9d929rWtra17eondVuZIq+WROSVWCT7w7GxA241AVUuxl/nuNmBw7jsWtF8r0QytVWuiMnoDRs2XLexnMtErnEF911xXHxndl682rQCzFI+syHHXnAcpLQQuO27PiasMnqTlvijqkKQhQYDoT+vqjXc1dWJb0/PIu86wsYYjZIeWtpg8lT4OdAb1wQMQ7+TYJWBZBwzlo952xbGyKSqotQU6j7/+Jf7s8C+G+ByAforChKNrjxuZFchkIWHEBYWRcVknQloMrGczaxCwAt98Yyuy18IMqn6FQGqmDCb15vQjppfRVxLNtk2aLwvfWn8JObsKhSi55mz1lVhkMk7deRMQxoEdSXApFWBE7gwCCRvsW4ji325AbxUmJTPhVKdCvrjGdycXcxkWnIcAd8Ip4oAbcJEMMErhgA3ApiKLuwoTH9G64l7JaPLenMdPMVGLahKbNvguWmZbAUZdXmGJMoUdaidmPdm5Di0hcvYyrpzFRhjGTPz+xFJtraY7wbQBJsfAleulbEgRylqbpzn1i7FM2fOyHtauxSZGF56r1xLzCpc66QNf6Ukd9vWtra17VobnxXMf0VMKRcb0/D+uxrPZWhoSGR/aATfr7bn2YViGoJO2ZRLwM3lNuVeqq0E+z0bHhhL0odgw8Dlqg1cTWnTlY6XPvHUKRwZnkNXRwLlUhVVRYWuK6jbLsbzVQx0paHHdMwUbHx1aB7pTFyA+YZOMLqBgVgcYzULO7Z24HU39uMbL0+gRHaUal2kaMi4nk4YiMUVVKsu0kod3Rt6UaqF8jqphI7X3XAjPv/wAcwV6kglDdQNBdUGcUdzFqNzjoAXTbT92bl+yvwwVmFDsQBiTC1USPACabTt7UggX7GF+ZL1m4rlYrbsSGO0gF9ap1dRoOms5WgY7EoJozvP6dHhkDVkU5b1xwCWp2G0bOGbZ/LY3T3YZNvgtTpwehof/dsXpBm3wwRKVljrGM3X4cBHIhayZFLS9PGhabx2d6+wSEaW0k38+7feiJHpOo6NlOG44XkR6PL/vn0Ptva1+I+KgrzlNtk4Q/b3RmFE0+C4HroSOqoKUJdGh2ABGATgxk3d+M9v24MPfuU4UkbITFNzQtA/FQ3IerOpK4n7ti7P8vSaHV24Y1MOT56YWZjGxiGEjL9x3RLs9F1hW59IoC4N1wtNEzTdD5AzFBTda3u/55ojwJ7b5s2b5b7COjBjGtbgCcgnC0lrgzGfS63Gz0TqHmvBqtXqqlFp+a4Cq/CBwwfvxSZ1VzNYhYU+0rHxHAhSYZJxNdr5aLOpc0yqWCZGd+3adc2cuCvt/uONiUww27Ztk+1KbjxrCbX73GhJHAJ2n6lsB6SJIxcInVjcUAVUko3pKFddoRaL6yp29aexpTOBhK5iumILk8YH3roLn3tpEl8+PCPyQWRK6cuYksglgERYTIIA9+zsFqmbybKNB7d34efuWCeUZo+cnIPlBjCJuqVEkKBpw88sgGmDRXMcyQw1H/p0flQm+BRhaeH7NF0VtGhng3ouZuqwHQsJMoZEVG38P2aao521GP/UEdcxU3GEbYa04QSF7O5PC8Dm2EwF01UHNdvHP70wjlfv6sFdm3LNcT58uoJA0TDYmUC+UJJxMbHNeaXTSEeNPhjRsI9PFrF+Ion7+7Mh9XcD8PPA+vX4Pz+awUNHpzFesLEuk8DbbujHhlzybCdQUWA5YeGqhZ9cnAO/XMYbb9yAt9+9B7/xmcOYLFnyZ9LyvWp7F373+2+U9/7Dk6cxPFsRlhXKPlWFli/AHdu68Rvfd+M5vx+ULvrjd+/B339nFH/66JA4soKMbgBVmFCn9NGDu1a+YDVn10FcDY+lkG5caNOBmhsgFwupyK+nLe1SZBI0SvTy3sNAngWBiGqdCdK1lNiltWWA2ta2trXtypO659JyX84ikCOfF0uD6etlHD+Z5di5RNkfglZW47PsfPruvA6kmiarxO23397UQb7adqWAdyb5Dxw4IImXK5UrapVpWe0JmfF6FXUmWHUVnu2J70kfUCXjnheg6NqIqWGBP8HEIGwogYq4ogtQRZP0RwAXDvZ1ptFpmng+X8CJclmotSlpkzbIwhGCR0pOIGCRO3oSKDgukjqwNdaDoqPis2MjmLVc8XuTmoKUDlQ8+v2kql4cH0a/sSOvyUjZyBsaURIRZDcMO9LYXGCqCjK6hjnbR5qSQyrB+arEEbKfc0gAeQ1gCOM+Ajq2JLMLjCpQRBKp5NjCPsO2g43xWWyOD0Jt+M8V+JiHh3QsDl9xUPc9YXHhkXheddeR2E+65RQftaAIKGkYWOg85rH2ptdhIJbFeL0oDCs9Rhrr4jnopLpusbrXOIsmaGOBA5PAncFEElvimzFl5THpzDTkfhTEFQPbkhvQa/ai7BVR9wlWoUQsE8WRnI+CTq0bSeXcYISM1iHsKnmjjqo317xerQw53cbKy4EJrCZoUJ43xhoCdUIw/rVgVjmf8V7ApCc35ns4Lt7jGdOQUZfFPIJbWrsU+ftaAuCzC5HGZHbb2ta2trXt0oz3+wh4T7vYwh79coITVpOx1kS/ms85snrs378fq9HOFz+wYY6AD8YEBHxcblPu5YzpSuoi9Cs4buZP9+zZc0VMBlcTrLLS9uyJKZk3stDXpKbBV8P6x0yxBi1moG57iBs6NMPAVN1HbwxYHzfRbcYkziHD5Hzg4QM/tA/3PNeNf3l6GPsPnoYS0zGQSyKZIGDdRSquo1xx8L23Z5HIJJC3LNw4kMUPbduFwS4d/+dzL6AsIBKgozuNWJxSq2U4TgDXbsjUGGSiYMLfa8gMtTaIhsGMaXL+Ad1QpfE5birIpBfY9Rn4EEBjsrlAUVCoucLG79lLgCo01oFcH8lMDPNVR2pOW3qTeObYHHqThsRDoxULp6YqmC/W8ZKh4caeJN64Ode8Fz1yooiaC2zqzaBULME0AvgO/e9AQDOqrkssRmD9sF3Gs/MT2JfrQ4KI8Ybd3NODv/3ZV+FLL43i6FgJXckY3rZ3PfasXwwaGZquQNdU2MzxLKLvDxlWzEwKd926Ef/Xa7fiN//uKRwfL8pbWDe5aVMn/uv778dgVxJ7BjL4zuk8NuTimCrZKNfCe+2mzgQ++H27kIkvnwdio/DvfN8N+Ofns/jtj+cFCMQDsG4isqYNNv0fuHMTVtpGa2wOCRviuVRaGWN0TRfmletpvKe0NhjzuRU1GB8/flzA+YwFopiG99C1xhRZqVReMeD71ZHpvEjZn4iG7VKAKjQmdFeTHiIpzSKQxw033CCU06v1Ybpccpe/R4wwN998c1Mf7FrZ5TofK0Ept5bBKqQNk5RboxOOUyjfiiBAlYhN15f33CvgCQWPnfIwnq+jbHkYy9dFGkg0yot1fPzZEbw0XkHO1ETWZ11HTFCxZOYo2yHjBZk9XhouCBqUztWmtCkOyo/cNij0b3FVQb5s4fkTs3LcOhRJPhcsIele0AIkvTcdl2XEgvjYSCUM1KwQvZvJxjBVczHYYSId0+GQLs3QBdjhc3/sSPZ9KJqxgHBtMaHwDgKs70jgLdtzOHB8CsVCGcVsDC9OVjBescPOS7LqeQH+3WcO40/edSNuXx8mMAn6odNFox9GWrg5ofIjfV1433LE2VTh+S6eGp4Aynncva63qZ/HOd7W0YGfu2v5pGjBdnGsWMNhOq+kkYsoTJpTEyBwXXjlCh57aQw/ct9m/PZbd+Drh6fFwXzTzQN4zY5umS/ar3/fjfgvn3sZo/M1dMY1JBQFr7lpPX7vPbcgHT9/cDPYEcevvnE7knEdf/yNk+Ishp2pIRDp39y/CZ3JlQ2QmKCedUuIqQZ8eCFNtqpA9XxYCh1cHSltdaFJSS83ODgoG9cXEa8ReIWdG3ymkZWKzzk6SexSXO3Gc2gndtvWtra17dJ9UcYkl8IQuVrBKsuBPAjEX20NAq1J1KVgDBYqmRxlMvdaMUS2july4z8m0skQSd9xJejJ1xJYRQDqLU1+CRUougvdf3OWL25xh0EpmrTQPR8qOBiv1mAoNrZlYripIwZVC1ALKuiIW3j1QAB10sDREgS8QvMbzCMEhRCkkjAI7A9AyIsWGOiN6XjP5m6M1W3RWU8ZNmK6A8dVMWG5mLc8HJjzJF5oAlVE3KdB4SLgD0r/hG58WmfnYSBdaR2mig0pVRg3tmfiKMy5qLo8d4KzXdg+kDXYvbdEV2jJpSPofmsqi3UJHRWfEJTwu3mkVMHLBbvJUPiS6mBP1sOrOzfKuqwK04wPU3xtMhoqcASM3mgcUNngALi+j81xE/lSHsWghJibQK6js1kcYcqy18jKttR4XEozEUzEeCZKpLaymnAtZk0DCV1BLShhW2I9OowkSl5F5Hv6zG4ktPA7m1IzsDULJb8INWCzTbizvuQ6ZLWwseB8llRTuCl1A4rOiyh7leZYaKZiYldqsdTRSpgvgCie+AIkhT9JJx+fDcHqSpDK9chmZSM4keNkHosxDZmpCMhnlyILfkyY8hmxGp5VF4pnaK8Ujfe2ta1tbbsWFjYTLgBVLrVGw5hmNdVomJdjDMPn2/333988l9XYUMbxLGWl4fUg+9nRo0exY8cOeUZfS3/+cmOaiMmGxWLWxjZu3HjF415LNZq4SYB1aKapQdVU1OuO1CzIqHGmNius6A/etxU3dGXxzZfG8PzhKTilOgZ7Urj/tg3YvKVT3vt8qQZnIIkHH9yC06fHkTYNZEXmJoDteHBUsqkEGJq1sKU/i3hKQ08qlHb80TfuwYY9OUyPleEEGqbMtBQ0SnMFzEwXcPz4NE4enRPgCAJBogC5HMC6SoNwhRB61hjI8t6X04XNn7WKHRsTQMzB5nQW63qTmJyuCqCj6LhwyBqiKlIPErmhKMBroebgPni/6EgY+PH7NmG4bEtDcVJXMFax8a39o5ifr8m50X59eB7uu2/GW3eF9T425AoAXOSLyIhiYrwQBlChGg9ZZ1ijUTDQo+Lw1ARqhSJu71m3SPpyMJ3CT92za9nrSEmmkVoFRyt5GIaKgLTvC8Fek9pE6+jAiZKPaTvA773/1fjcs2dQrTm4b2c33nzrRsQarPS/8uBWfOBLx3BsuiIKBZpv48Z1Ofzhu27C+tz5awUEsrz/3o3YkNTwc3/1HZESCvuRQ3bQt+wbwJ3burDSdqJURUrTQeFdNh+IZC4CVKjooCjYnFpdNRrGqqwJR3VhgiejGg1r3bz3E/gRyQkxTljtOZJKG6xybS0CqtAu1QlaTcwqHAPBEmQk2bdvXxPksVrGdzFOBwupTOryNSZHrwfF0OU4QrzxMKnLG82VUMpdC0co6lKlfAgfjkz+E913pQn0B7Z14u/3jwvdGJ0ZauXJ8RaOLACW8ZItQIMqf6GEtqJgvmrj0GRZ+vH4WT7osmYouVNyA4z4Abb1JgURTITrcL4uxxmeqcqzWdds/OHXTgiA5cFd3ViXjQmABIaKagBMz1QFlEI6snjCwMBACvmyi9l8PdQzlOd8mNyVlC8PbFkIjKQkOMlYkowbMA0NYyULjqnhB/cNoFh38NxIMUTM+uwddDCh6ggaQI1ovmmSKI7p+Ik712N8eAr/8NABVC0XozNVnB6ZRdDbDZ+0fI0OzpihYrZq4/e/fhIf/4nbZB87e1M4MVNt7rMrZaJouUIVR+fLsiHAjn07SJusw9B8HM1XgNEhmIbRZNogknO5wsN03cFDY/PSxZnMmnApBCnU2g1HiEUGdjrWauJE5qsWfuefn0Opxg5KH47n46mXzuBn33gj3nn3ZgEP3ba5C3/5r+/Bl14cx+NHJzE3O4P7d/eJPNSFwCqR/dz9m9CfMfFXT45grFCXn+kgvfvWQay08WwJWIlrMbiBC8d35Hd2J3KJdBud0nW6Wo33DDo63BiM8V7GohODNCZ8n3zySQG3ROvgXGvhelvksLWtbW1rW9suTcqU9/3LoRSNYqDVEDOQzYPxAMGVTOpGmr/nYzC5nhYlmls7ZMbGxgRsQ2pYJnavdTL6cmOIqOmBiWiOeyUSJ61glZW0iIqc8WPk45Jm90q6lDYkUug0dcxYDuIIRIYnRN+HJkx/0iEXYKTq4Pl5BzN1T1hGCAYZr9l4drYs0kH8fWNKwZ5OHQmTXXAeXN+DrmpQoYl/SdbIjlgIXKERXDGDcfT5A4ipcfQnGCwBlmweFM3BYFLBuqSKPTkVJ8saDszVUSTCpIlICMEZXHE5I0B3jPFUCO5Yl1CwNWPCVAM4gYWNSQOm0ovDxTJKrg1N8bE5qaLiuZishfI6sksB8ZOtMvytP5bAq3o7YWhlzHtTMn4CXQq2goP5sOMvIZch1Io/WChhMJbHznQXOowYDEWFI9JEoTwPwTTFRj7G8nwBDa1LJrC7KwvNA1zHw/j4GA4eeKnZmcaNhZ+l3y3GLRbqsMGu6gB9cbLWEEwUgnfkOob9FUgbqlxTyhWNBGdg+zbswIVFyR/XRp8yKNeBa7hT6xHQStkvYrY0A8VXoaeMiwZh6aqOu3J7cbIyjHF7Vj5HRpXtqY1I6Suf82heO8bkwirTeIUhnccGrdUN9OD3OLrOND7fmOSNmoNYOOP1j2Ka5dbCakjs8jm2ljon29a2trVttbDer/UaTauc5s6dOyUmaG2O5RivFTvJ5bLfE/TDuIDP3zvvvLPJHLDaG4qjcZPd4K677pL4YDWwvJzLZmZmBJRLnyGq0UQNp5dr37NvA766/wxKFVuaawlYqVespq9MX5jzenpkHgcOTuCRrx2BZbtIxQxMzVbx3OFJZLJxYV9JpGO44aYBbN7WgyCmY7pcRyZBpkj68CamK4QRKLDjJuYtxiEaHpsqw/Gm8Pp1PVjXkUYiYYgsZ2HaxmgpgJNIIrs5iXu29eMNb67ihf0TOHjSQsnTF6DlonCjCMN9d3dcXuD8p+MqBnvjuGFrEvMWZX4c/NhrNuHMqQIeOz4njPxGQkdX1sSLhyeksbhp3LWqQNdDlskfvms9NqzrwMGihepsFVMVG8NFC8PDc5idrUo9iHUaxiaFso0PfuZlPPjL90vT9NaeVAgE52QGQGfKQN5yUKl5AsIvVTyRAnrDPT0YHEgioQaYcWp49oXnRVa1tUazXFMp5YOempvCjF1Dto8MOA2ppIaMZ9SyoBq6NGVXLAcfeXJE6lxzhaoAiZ6ZtTHlaXjv7euEZWVjZwL/44f24JFjc3h8aB5DIyP4nj09y7JpnsveuG8d/s/P3Ic//+oRvDxaQCah472v2oqfeXDnVQFdkJkmbWiIE4jEpodIkZUS0ekUMsbqjmlYb123bp1sXL+MDwhaYd3j2WeflftKa41mNTYYV9pglWtrUUL3cr9QdISutx4iFziRulzgBHm0LuwrpYG+mtY6NtK9MuFIkA110a9XUH+pjhA7Pjn3RMxRcmklx73SYBU6ndROm5qakgQ0u32Y7CGTDR2hK0n0/vR9G/HcaBEHx8uoewvJQPlaNfJj/PlMvi4AEEOufSAPfHYM1mySPTf9BhScAOuzJoKai6LjCatILqGL7A+19PhY7k+bSJiaoGHpUPzPb5/Gm3b3YntXAh97fhyHJ8qwSTGciUMLAsQNDZm0iRs2dcn4RqerOHJqDqWKJUk7DlCGbVnQPAvd3V1IxWMolW1UCMioOQiyMbzr7g3ozMYwUbWxZV0Ge7qSGEybeP/HXoSSry1OEPIaui6MuIH1uTjUchnPHZvAlr4sUnEDndkkHqXmn+uLs0QXytBVpGK6MNIQnDKSrwtF2w/c3I9vn5oXwI/B3DU/o6lIxlQM9CbRmTYx2JNo8IFA9p3Ss3jNbTc09fNOnz4txRMmelv18zjO/bNlzFgu1iVMrE/G0BsHRuxQCqdxNvBtB24xpDQm48yRyTL8WBwVmw6aivGag3//sf349Asn8dNvXY/dfd04csbFhx8+gZlSDb7n4tTXT+Az+8fwm++4CTetu7DGKRHUP3jrIN51ywBsL2RVWSkHqO6RzcYTcIomYCENOT2FKbuAtJaAp8bk73XPgmdb6DFXJsi5lvdYUsxFGom7d+9u0tFFa4GI3sgxutIiz0oZ702vFIq5trWtbW271vHM5T4jrzdbJH1edtDTL926dSu2b9++6FxWS/L5fGAVjjcqpt5yyy3o6+u7bmO6lHimldlypccdzc9KxjT0a9koQF+Byf+oiM2YnL4M/Romey810Usd8TcO9OLzY5PCxmjZAleWv0V7iSQpn5yuCrNJ2gjlZHh21Xogr8UFrAK8YAU4WXLwPQMmkrovgAzK+XBMVTdATFWws0MT+aBQdieAAwf5II/OoIf9eKigDF9xQ7Y/RW8CPMjCsq/TwO6OOF6ar+HAXE1YUQgo4b7I4rynE1iXMmD7Jl6e83Cm4mKoXBd2lds7dexKZbA56WNDUoflKsioKRwoFnC4OCkAHLJILmBgKBtEqR4VOzMZxPQK3MATFhJaPahhpFqTRDRli+ReBFXkUsuuh6PlooBVUrqB7akcDpXmBAwu+uME6msqemIG1iXjyLEjLR6TP2iajnhMRc+NvfC3hnTukSY4120Uz3BjDsRX2D5AeVIeXcfWVCdGa/Mi59nEaygQKaS4uLwB7MBGya6i4jIuCK/4nFpGJV5Fj9mNDr1TAEZFdx4VvwwkuC8PM+4Ekmoa3VpvS7x0boupJm7MbMfuYJsMhd2AK2Ehh010rUJ5HzLANCWhAkKNwv9c24PvAOnU6u7gW2os6PG+RHkg0vgTxMjvPdcCG3G4FqLvPtfEauhSXCvdkm1rW9vatppsJeKZ6x0vRIBqFviWymlGAJzVWKdpbQyImBaj5oHr1eR2qQARPns5bvoJK8EQeTVrNK2AJsa9nHvWmPg7/Z4IuEK/5lKBTW+7ZQMeu3cbvvjkSZRqFurlEAAmhByN75cZ0zE2VcIXvnEYgecLOCWua6hVbUzN1JAvWUimYigUapgYzePmPetw260b8K1Hj2NkvoKeVAyW66FUdtG7PoOtG3OIETjgByJd+tRsAXs7M1ifSGGoUsRQ2YGnAd1pAopUGJoOkqVvzZq4Y/MGDM+5+NQ35nFsuCbxF2sBbADo6Ihh144sdm9SUJgs44Xn8jh8xsah/cC2rTn8wvfegh29Bm7qy+A1tySRUmLYkc3gR//8Cbi200qmIrWkWCyMLbKmjtu2d+Nb42V0JXT0pwz0JA08OVLAOBuqBf3PMShIUXpIVzFVqOOJE/P4nt29eOu+AfzT08PCJG+QZdUm4F5FZ1bF3p1pDHbGsWtzCpm0LoCLbDIGXU3irm03wauGbBtRTY7fsyim4b+8jw1VSpi2auiKxaHFFNx5Ux8eenJUCGhCZYOQCV5LJuR62m6Ao6MFuMUSSuW61M7YIH78zAweOj6J99zdgVvXdcCqGfj758YxnK/BtXVMvzCFb5wo4Gfv24j7t14cIO11N/XLxhod5ydi179SI0Cn5nnCpBJr1CY2JuMYq1nojRnoMHWReHVcT+SmbupYW3UDAXil0/LdjsB0Ub0uWgsEt7SCV1YDqLFSqTQbCNa6rW5oU8OuxAlaDXqIUeceu+h37dp1VkdJlNhdjdTLEWqXSQd2/hPssX79+us+potxPlop5VgA5vyvtK2kI8Suw7/66jP4zoQLLZXDLYqNt+8dxB3btjU7lXhzXJro5XYxSZbOpIkP//DN+ODnD+JfXp6DT41B0TMPuxCJKpWEJ3XQfQgiMknKMU0VFpRIE55nywSwFwQ4nbewLq2DJClEqlbsMHlIimvSjxEVKjryqoJcwsBcxcGnX5xEkbTT7BgD0JuOCTiGx8/FddEs7HA8zBJ4UrOxqzuB446FQtWDFvgwfA+JhIZk3yAqNjCbL0siMUwAKpguWvjLZ0aR7YpLQpjjeQizMC1XWE7iuooq2VrEG2o4D7omjtauwQyePjqK7kxCgCo8VzNhoKs7i9lGolFj4KIqInkUeVOFuoMNiOOmgTR+403b8eePDeHUlC3K7bv608IUo8Y1oaqjDj1ZZ7Z0GHB8H+uTCXFyWjvTGDhFiV6it1mYSnTkcFTNIhWLNXTtga1dBk6cnIIWjwtdtABVqpVGOyJ16oGaasK2vJDCsuEoWYGBZ08WEXzZx/fcmsd//cSEIItJv6cEPjpTHobnKvhf3zyBP/nRWy/KqXnq1Dy+eHAS02UbewYzeNdtgyITdCUglVO1Ccw7pVDHUzWxIdGDfrMTGxO9KHo1lLyaXF8mrcmbk6irSDfowNeaRRSjfB7QKeIWrYXW7z5/ZyAdOUYENV2PLsU2s0rb2ta2tl2fmOZ6JXdbO/ci2Z+lxufRaqL1jix6TvLZRVA4bSWZFq92DME4lsB7zu3VYLZckN5cmaT88eERfP3EaVjZXuTSKdxgJLBvd7/4/ZEUIhO9ZJFkcicCrlxssmdLKov3bTHx0JnjeL5MBhRKnIZgeprg24MA87aLBDXSFQ2qoqHkNKiQiXtvCQXmrAAPjVq4t0/DybKPPGlSggBdMRV7u1UMxOnRh71xqkQ5PizUhBmEgOmoe05rAFUasxrGJr4OVbGwp9NEr+Zh2HZQdgNhNVmfVtBpsovRwNdG6ig5IZiB46p7Hh62ysCgh0FKAnGXOpD3y3i+UBHwjaEHKEcS7wFleYCKC2RMReif3cARoIqsNWqGqzoYAoW50xAwEZ0Xf6pFbXAA7u4ckMTmS3NTIA9LUtWwM5XCDTmCixjDcUzhePlz+K8GM24s6kzjd47Xm00vzCewIDGwsQ/Z/gxiRkzoZeKagW1pA3OOJzEar2PGVJHWG/fLACh7ZIkkQj+kseaRbd/DZL0EU9EE0F7zayFQRbL8YfKX3Q/VoIx4kEBauTAAn+CeSWsG825RzqrH6ESP2XVFoBVPceEpNgLFbwJTdD8mUB1KSrn8m0RtsnCFOdOvKVDWGFglskgSgkl9bq1rgc+PqMjD+Lc16X8tZdhaE7ttpsi2ta1tbfvuiWdofBaRIZI5dfrVy/me13uMFwK7ExDMXPFKMi1e6Zguxqg0cODAAWzatEnYbFY6l7mSNRrGXR9/6El8+cVJ2FoKu6dn8AP3bMatt26StRE1GRLMEjWcRuAVssld6JqwtvB7P3wnbtvZgz/4p2cwWgxZVUydAOawRiOyQIaGQslCriuJhKGToB6TxbrEC6zDVCM2lgB4Zv8Z7N0zgFvv2YwzhyaFyYMNtFt39+COV21G3DBD/53gDvgouj5emCuiN+XDD0LB0qQGGKYqx0+oCmoe/ek0HJcMIS7e9cacsLocGbVh2wE6cyY2DcaxvjfAqeNz+ObDU8KqT1kjjvHwoVn89/J38KPv2YCA9JfiAav49MERDM2UkUsbmK8AdkPKVdhoLVdAJTffmMVIzZVaRTYWxlm65qM/Fb6PxyCzC2tKUQaCrxdrIfCnPxvHf/vhW/CHDx3Bs8enYHs+dg2mcdetOQwOGtAkrtAkBsqyLhR4yOgJJHUTakdMcu9s0OFa4H2DG31Y1u94jc90JKCYhsS4tDtv7MQ3Xy7CI60+wfWaBpVgrKhxxvNRnJmHbTkSp7AWBd9DrVDBS8em8Qk9QN6p428fKWG2xBqNKsCXhBdIXe6vvjOKfesyyDTm4nx2ZHQen3nyFIYmS9jSn8E7792GXesvv7mXYJ7n8nMYqlSklhXXNOxMZ3BzRw57chmcLNcwadkSIbK2yHtCl+dgS2r1sZBcjEWMvLxH8VkRsT9xLbR+95kfi1hFGc9wzVyPBuNKm1llbdn10kOMWDImJyfP2wEXLeJWaurVYrzJE2zDL+e9994rX8DrbRfjCPF6f+Op5zE9X8RbXnUXZhwdf/KNE6LXdvvGDrx+d6/c9K/UVgptzZvcb39mPx6dYKZVh1ooY/9IEV8+PI0/fueN2NqdlPXDjdckSvRya030Rtu5Er1MtJ0quvBlnYWOE5vYoo45Ojd0dsRB0IG668MTjTtfJIJ4ppJEDU9eHKhRZkkR4MENGfziA1txaqaKX//8YdnPXJUSLSEIy1BDp3GsXIenqSJJQ+eDgBZaqe5iLG+hXHfxlZemYKqqaP8RaVoPNGh6gLSiIJeOI92ZxnjRQ6UaMiYROBMadQcDnJ6pYlAB+rsSmJos4uhEES4TmdTNbtDU8SOSxJRTUdHZGYerQ1CnycaDf7JKjXsHmbiK2VqYzOVneE7s/hN66FQMmxq6gWcqdeQND2++pwenhn3s3bIBd/Zm8dREBc9MVzBDJ0tV0JPUETcVdMYM3Jg7u+AgidyBAdmi6z0+MwtnqopyqYRZAmbMGHzVR2DbcOgILWOxZFzQ0j6DLDnfkEIn4HdINTA0buEvRmqo1FzETU3mmkjfk5MFbOrL4thkCUMzFWzrOz8S9q+fGMaffOMk6m7IGfPI0Vl86vlxfOi9+7DzAp9dzki7fqQyjHmnjLhqCBCn5ls4XhmTZHSvmcOORD8OVU6j6lmyvuK6AiOpiDSQoVx/VOul2rnu/1wLZLPixrVApzgCr5Bem9bapXilVJQXY9GaXA3Pg7a1rW1tW0t2pffn65U4pUwdwRIsPDKpG8n+LDe+iBZ8NVmUCCWNKwunBLFfbzmKi03sTs/O4rEXXkZ/ZwfuvP0mHMzXcHJ8Ggldxe09GaxLmatGBojn89zhI/j8XAX1VA5aoGCiWMWRYgWnKnW8c2PfIilErmWuraWJ3gi8cj5A7pzl46UyARnh7/xXaYBWeDoEZRAk7vgBijZjGE8SlBHwPpTNCWMgfrboAl8b87ApCfzg+gGkjRg8dRZ1pQpf+FQasqFNQkoyrCysdaZdhe45CDBa9TBU8lBzffTFHWzvUBHXA3QkFeRSZkNSSBUATdFR8eWRKqqtqYqGBA4liV6cr6E/mZSkruXXUXFc1HwC0EO665TOJHID6kDGFEPBq/oTiOm+zEEEVHHhCKMJZVzHa0xIByGIveF38/MDsTAm4fs9lQCbFAaUTtRcD+u6+hBTqEVegQtb5jNMNWsyWB2msM8sXVe8htzIrhMl9ov1Amq1Kuam5xBPxWGYhkgvdcVCgNBZFiiouE4IuIlitwY/CZOl7PDT3ILEAFHzQhisBrBhwfAN1JQK0ur5wSqO7+Jg+SiKbrkJxJm259Dn5LE7te2y7t9k3HHVemPNNUBhiievGX4CWmAKiMVTw3ia72EcH8QWGjFeCTFN61pggYrv4Xc/0oYnIJ/Pl9YuRYJZrhVYZbU1jLWtbW1r2ys9nrkeNRr6aMyfc2MjMZ9H5zqX1SptSouen7fddht6enqu93Auqi7Cvz/70hEcOzOG+2/di3i2S9jWZyo2tncn8eCObqRMfdWAVegf/Ok/P4q//s4s3ECDobnYf2oeX9g/jD9431149Y0Di5oM2VgQ1WjIQkprrdGcD5C7/4URTIwWmr9TGoYNo2QN8YShQoFmAvWqDatUFwZ8y3LlPLmx8ZZNxhI7uD5efHEMiXQcb3nNTvzagzcgFtfx0ZFxuIGPmutKFML30qfmTJU9FwmP30f6bg4SDf+rUrfxwsFJDA8XZf/bd/RhYEtO4onejRnk1ivw7AAZA8glAnzn6RE88ti0jE9MEPKAovk4crqI/UdKuOumDhTqKs4UNBwcLkmslDR1pFM6aooLyw4lTnlee29M4f57s5ib9mA26ndV18acU0M2pYr8j217iMVCdkIqAjiOh6ShYddAmKsuOnW46RJ++u1deNXxOga7+3Dn+nUYqdk4VCpg3qkLuCKla0gZZJHUsDWVOwukTp+Uag3caFFe/kRhGsVqBaX5PLSYiZmyh1jcgE0QyhIjoMb0XJQIVJH4tnEMNQKsVDFf9vDPj1cwW3ahs5mY5+UDY0ULgx3AVAAcGC/jVVvODzp5+MAo/p+/fgLFqi2xxMMHA3zqiZP4/Z+8D6/de3kEBE/PzeBoqSQglXijXvdcfl7+dkuuEw8OdOKzo2OYqIfxMRlL9aSHkuug01w+d7QWGoqXGtcC77vRvdeyrGaNhhgAkgssbTC+FnFGpVJ5xdRo1gyzypXY9aCYY+cIkbo89lLZn6UWLX6OcTWBVfhlI+o1oma7FgmDlXA+Xh6exq99fD8OzxLJqeO/PPssynb4sKd9RAHu3tyJD/3YLcjGjevqCPGzLDg//PxRPDFjIBHXhYGE5vmePJA+8tQIPvDWXZJUfGG0iKG5GnrSJu7ZvF4SvXT6lsqGRPrQS7XC//7ZMRydPZtlKCTiCNNhvSkDU2UH1SrprBeo2MLzDX+Xb9OS8/7syzN4ZqSE1+/ohuX4AnRJxejUhYjcfM0Vp2F3Xxovz9aE4SRyrubLNiYKVnOX5eiZLXruAar5MuxiBUwX15MmlHkLnnSVLn9v4H6qdRelYg0zk8XQCQvF6eH5vvzdaABSPC9AMmUgl0ui6AAbu1I4PpZHKmFihjqKqoL5igXV1QQxSzAMJYrEtVAU3LslJywyk3UbT80UJGmaMTRQrrEMDweLZbxtayfuHcjgUL6GWccWmjzK+OzuSKIrdu41yKQ6x8ok2g52M2qzeGyyKFrxHPesEyCVNlGlxmVLbEDHaudgBlO2Cr/RpRmhjIjK5U75arHqCECF80IgV6gNpYiDe3qqhC2DmiT5z2fjhTr+/JFTksaPmFTonI7l6/jvXz+J//mj+3CpRpBKwSmHiGi3Ko6noeiy/sbrc+jSM5h0JiVgyGl8XYXrOfBTwJn6KLYnt2Ct2cXc/7neCEbhRoYrzg+pP3mvZscqWaSY4G7tUjxXQXElHKHr2ZHetra1rW3fjXatwSqRn3r06FFs27ZNtvPFZauxC5F+Mp+PNNI3sztqNdiFwCqc+08fPImvTtRg6/3QShr+9onTwvwQJdC+PDyPd2/rwevW5a47WIUgJQKa9ttAPZ5Ch8lutTBOIpj5pUIZ+zoz2JFJCnXwiVIVth9gQzKNHV1d0hXKZE/EusICNj8b+TRMBkeJXtf38emRCdhLhhtEIPyGtGmHbmCsRtaK0BcWwICy+L2tgY6vAENV4MMnR7A7k0J3DPDoa5oK1qc0iQlCWAfTudQe537D5LB83vfx/JyNA3Nuk8FluOLhaFHBg+t1JNUAju809hH63F8bZeL17PmUeCsAJmohc4vjEyDiixSPqVL+MkzkmCokgUsZTuaE7+lNoCeugyQeHJkwvwiLZth1sC4JjFQI/gAMJZTFoq+f0DTcmAnBHGSMIRBHwCg+kNF1KCqBIBqyQQ42bAGscF5VSnTChAHznMAKiff4XlWV65hDDmXkkepIyt8Y86q2Ag2UW134TkSwlKSagRdUmsw5zb83qHF4bk7gNMR1mNZtUGuKbJMHwlz84MJdfePWlABVGHPwvGicPwJWes0u9JgXR7u9lFUlkveJFiFXDQErTekoLYAuBYLQYqYBJcY42YPC7pE1ZHI9z5HcbTX+PQKl8LnCxC7zGa0dq62SuEz6Xg2AYZtZpW1ta1vbrr1dj3jhfLI/52OZX03GhjGCuwn0efWrX33eOtNqYr+fLlbwwS+9iBfnqYWZxt9MjqBcH4Lj0o8M8/d/++wo/vgdN2H9FbBzrxRYhbnVJ595Dp98sQhFNbCe7Bn0pX0f4/ka/uhzB3HfDX3CjHJkNI8DZ+aQjht49e6BJpvcUtkQ5k6jGk2rtPtD+8/gM4+fWlx4aeTUJWYJgHScMsAepsmm0vh78+2NHD8B7k1jk2Oxhn/5wov4xqPH8K77d2CI4HbFx4aBJPpYrFAUAaPz3/VJAxbZGNkUSx81CFAoufjnfz6E2elKc7eHj8xi2+4e3PO6bSjVWSchSElBSQ9w4EgRT327BajSYoEfwLZ9DJ2u4qYdnRgp6PB8BblsOAessUBRkc3qMnZKFnXlDLzpgRygBdiQ0bF/ooruuIaSGwIh3EDF+g1ZnBmaR63qwDAYV4fXaN8NPdg9kEHdc3C0MomqZyOlxdCTUJDKBjhdn8VNmQHsSGdwulbCnE3Gdh85M44NiQy6zXN/rzhWNwgkJuW13pOK4/G5CVQ9R5qo510XuYyCYkWBxd7qRkzKhumedAwpz8K0T0aYBfC9TBkBX16AWt2D7YaStoztmsdlM0TeQn8WcFuYMJcz2/Xw+/+8H6WajQFhxAy/E5P5qrx+3+4BYe+5FMs7tjCqMPadcyxZI4aqwlBUHC0VcWM2ixeLM7DA69Rg2/U8VGI6vjE9ih9Yt3XFpFWvlV0soQRrLkubzSPwCtU+OP+tNRret68GeKVarb5iajRrK/pdI45QRMd2sbRmrcwqq8Fa5XP4EOVNeLUAVS6U3D1+egTv+8iLmKor4izwpj+ar8sTYCAbk4c85VueGprDhx87jV99w44rHsvlOkJck1wnMzMzsDs3ww3G0U3x8mjfCjX3NDw5lMdE0cJvP3QMz4+WhJGEyd/NXQn87tt2YXtPapGETJTo5UZ6vdZE7+dfmpT9xjQ++MLjtI4+pinyQHQbDsbSM2uo5pzTCK75u/1joTQLOxkJeGl0ONKRW9cRw7psDIfna9iYS2Boro6JfB0zRVto6FoIUsKHNjsj6xacYjlErmgG1EQMbjx+wbHU6x5m65bQrKUzCVQcT7AYvsL14wktnUgAkWo6E5NzZbL2bXdvxYe+eACHhueRZ6dlzUG5aiPenUOqK4Fy2RZnqyNuYH0ujo1dCRzP13FwvoSS56LD0DFVs1BVdGw0dMxYLsZrNjanEqgHHtyiK8n5lK5Kwnk5m685eHgojwOTZXECdnYn8dotncjbLspkuxF9egXp7hR0U8fGXBx6zcZcAzXLa/zgjV341IvzjaRtaEKs0uAXJwiIyF5uxbovDi6Ru7KeA0XW2XzNQjp9/vX9+Mk5lC0PfdmFzl4Cw9IxHU+fzqNQc9DRAGBdrNU8SxhT6AgxWcxzsPywo7KoVFD0Sih7lVDpXg2/M0xMs4Az68xjk78ehrq22FV4T7tUrVY6OASjcYs6VqMuC6L5eX8h0Cn6/vN+vlL38lcSardtbWtb29aKXctORBYPSWvKAuIdd9xxURq4qy2xS5+YzQM8Fz7/lpMuul52vmQqr/Gnnj2EL5V0KHpMWFQqro+6R/Au0JcI/Ue+9s8nZ4Slrz9pXjewChOy+/fvl8R/JZ6B4bgSq0RGf7fuuDhZrooP+/nRKZSZIAUEALIvl8H3ruuVZM/g4KBsESCXwBU2TxAwFTEvlFMZFBxX5DZD4uuQhaIVe0KAxXidwJAFqZvwJM8dP0Snz3cfKlWglggE4RgDJDUXXXEFWVPBprSKLYyPocODCxUGeVswazsCVBGGk4a7xZ8p7/PCrIe7ekLZSo2eraJgssaOv/PPLcMVAia40SOmj709o+HgvAeL60GlD0lq5gDdMQ0DifDABFwklFRDFic8Lv+fMq/39Zk4nHcwVQ8ZETckYrgpF0fSCGAFdQGrCCxf8aERDSNhtyKwDygEplAqlXvjvagVrnO22YGFelCFK/OkwgziMBUTnhKCaDgPpN82dROWZ0tzgOM5C7JLgQrXdyWOZCK+NdEp7J0y0kjSqFXUqBFMRq9JwwVXw7nzMjNO2B0YAVVoHJsTeJh3CpcFVuEshfI/jcE0GF+4LnhFFKFDD9ljIvNcD0aMVOQuVG/15GAuxqJ7yKU2YBFs39qxyg7lKNHLRhzeE1uZJKklvxKJXjaYcV9ta1vb2ta2awcKuNYNxXyWEFDN58e5ZH9WOwCfjP3M7/NZyLhmtQBVLsSswmf5r372IE5UNMTJpKepIh3PtcN6R9rQpP5wer6GP370FP7r22+8buuylXnHTQ2ibM+jOx1v+BshY3xnysSZ6TIODRfwj98+ji/uH0bd9iS26OtI4AM/eqewrjAmiiRkeL0in4bAlUjanXHpZx8/FsrtGAoaxPFNwAfBC7quIpuM4cx0KRzjhU9i0ZsKpRo++tBB6KYBI5fCy8kksrkYOrIGunvi2LM5g/XJJIbrFrJGgJiqoOT4eOTJMUxPlhFL6NAbwAbH9nDqyAzWb+tGkMzKoUiGY5oBjh8al4bac42J7y2WHMxUVViugkwswIb1aRzpmEe+YEGj9BEBzw7nUsFtN6fDZuMAuGt9BqcLDk4W6nAVR0A2RTvA5s1JbB4ADh4qo1J1kU7ouGVHL77n9kHMWFVM2WWUXAsZzUTZrcMxgRg01H0HM04FmxNdGAzY3Gmh7ntIaQriZDlZxtgwfGC+jKOlmjQo98YM3NyZRt2zUfMdAbDQcp0a4nEN6YSGuKdgruqFoH1FwavXGzgwzhqZgsCLJA6iOfLlGrEupmsBfLKC+oBB0pUwKpN1UbBsmPGQVedcfvBLp+cwNldBZypau+H3gioFo7MVvHxmHrduuzRGprLrYs6xJRZjjM94jJK1tcCVuutUvY5TlZJ8D+JaGLtoDQD7RL2KyXoNg4m1BaS4GPD9UuM8RyyyGzZskPti1GDMezjzGcx3tIJXLrUOdL6Y5pVSo1lb0e9l2rVyMiLwwdTUFG699dZmsH0xi3m1JHejxDQLnnfddZckCFmUvNpWtVzRlOvJxMV5uVRHqFJ38MeffQb/+Nw0xioBMgkDJhO7VjinvD0Xaq6AVWK6iqqt4NPPj10xWOVyHSF2Cz333HPy+fvuuw8TL80s+z7pBFQU/NljQ3j6dAEdCR3xhA7HC3Bypor/9MVj+Osf3ydyOpEtl+ilU8Qb41yxIshXahDy2UhAZtRpSA3A3f0pPDdaEhQnkZ88zlJgrIBE5OSXP7coUUyaOII66LAQBMFktOVQARHY0ZXAy5MVbMjF8MTRssi80KKOOR6ziVvhL0Q0miGgRFTboyRiY+5DIOriAbHrsmY7su8Q3BGgQw87FPmboFE5B7aDiWodvetz6OxP497dAzLez3xnCF88PAUlbqJvXTfURBLxpIF0OoaEpuC167M4NF3BM1NVHK1PoOi4kozMptkRp8DTTFTmSqJFX3JcfHNiHvvnSqEevKLgQL6CHZkq3rGxRyjnIqs6Hv7uhQkcnashF2dnH/DUSBHH56ooJzl/4Xxy7OvXd2BqfRZTIwXogQpfM+GQRi9h4uC8C9OrI6bGYfFTZIQRbUpV5k3zXdy4JY1Dw2WoRLFQ41FYZ0JHUtNV6HqAJyeH8WBsKzqN5MX4wgvWQMhfTpxAYAopCg011KCPksV0BB3fQ9WrCZDFaOlCjAbBZH7dt9ccWOVyHKHlnnURcI3d41FQxO3YsWOS+CWwJXKMWlmXLsW4XwZYrxRHqG1ta1vbrpWtFbZIxgEEeTDQvv/++y86iF5NlNlRYprPO4JtvvWtb131sUknHdkcKXnRkLm8VPD9sek8/vHFIRzy4iA8IWuowhDIRK7QOwcE9QZI6qoAn0uuj+dmy3hL8sJgoqsR01AulsXkiHnnkZdPLvYLpeMvaCb6PjMyibrnI6MTsgHUfR/7qZUeM3FPT25ZQG6rVrh0KY2MwDFSoOo6Y6AFvEf4/aI0Dr8ljHVE+JTz1xIzNGOZ5rHOPi+h1ZZEHMcNVByg6gWI1SiBGiDotrGnIwsHjrBiUGb+G6OuMJZwd6RsJpMix8DTHyr5uDlH7XFFEpG0qdqCqNC5AisBo4QiP41UJbAtoyBvKThd9RuJ7QCmQhpuG2NVD/2JNAIN6NZ7YHgGCj5BGB50RRe5HcYd9/UZAtJXAwNpLcY0LSpgIjyC/QB6oMNogF/IpBKBc2og+IRMJqE5sBBDAnEkzwKqlINCg9lGFeBGFWWRdxUZoZYEalJPCCjF032YuiF+Pv+n+xqsag3xQAFhN4xVBByjhF2GpKJO6TFoqi4ySY2rt2g6pUuUI1YsGEH8PAwwy768GOx0iRYCVRZYYkJrBODKwly3GosWV3bU62fR8+lKYxo2S7XmM5iPir7/7CqPmFlauxQvx9rMKm1rW9vadv1qNOcruK6EtYIPbrjhBmEmv9jjrZYaDWMFFjhHRkawd+9eGT8ZyK62sSBftDyJZyIJlktp4iWj+T8/cxyfPjqLETcOIx5Kt9tOyB7O82A8wFiGspZxXcPTwwXMVmx0X4HE6cXKrC41xhkEAxGAf8899+CFkagOtvi8QhYM4HPPnsanvzMkEjYDuYQ0604VavgPf/8dfPL/fiN6swt+CcFRfX19skXMC1GD8cj4tBw7FSNLoh/Ge41cOtk39m7twUtDs/JaTCeg2w+ZSCJrDSHOkZxnHObUbbizHpCvoFLuQDWXwMxUHbVpC2/f0I++ZAojXhF9cQ1feHoKB54ege94wrouYBWyS/oBfNfD8UMz2HJrBqYRNv8ScF2YP5vBv9X4PoJk6s2eGwJxFNxzxzo8+uQo8oW6gHNYr0hlYzgzpyIz4mHXBgWbsjH82N4+fGs4j8fGq4DmYVOPAj2mIRVLYee2JEi4ckNHN4qej7xfxSOzRakLMLbQ1RJ0Sm4mNIw4BSSDmLCtnKzM4nB5UsAmjA1G6nkM1+ZxZ+cmZPT4Ir/80ck8jpaqSGghm8jpSl3Y9X21ADXwEeN3AEB/h4adG3UcHnJh+SoUU5MaTTymwkrGoOg1pJI6qlUHgc/PSJu2HD+ZS2Nzdwxj8zaK9VAdImok5z8MHw0deHZuGhu6yAKzvLwpx7tcBLGwTC49vmD8ZTeAKqzT0FiWqnou6r4rkqwOazgtgH+R3A2Yuwgwa9fXHFiF95ErjWf4+Qi4tmXLlqYkLmOaSBmDoPnWBmPtMhVXXkkxzZoAq6wFPcRI9ocPISZ1z6dHt1qTu3wo8xxIG0S0MRPT/AJdybh4U35pJOxS2rux8ywgSrnu4A8/8wI++eSQdNz1diTw82+8Ee977c5zXveljlClWsOP/NnD2D9uwwkUeRBTl61muUgkzJDZQ6iwFs6DbBIRkOVaJ3bpkHCe6ajcdNNNcj73bulCwhxCvuags9EZSQekavu4d2cO3z45j6SpIUFYJSmfdQWdSQMnZiv4748M4dBEGcW6i7s2deC9d6zDhlzirEQvb4wPjB/GF1+eDrk2ljzA6CAS4dwEoixJ5LaafK7x4fN9PelcMWHfTfE/0pYVLPzKpw+jL21iZ28Kx8fJmLKwJpoMIC37VBNxGLksAoJBPA+7upI4aC+whDS7IJcEOirBMio7OW1efEHaUoIn0DSoTJALjV/IUOI6Hk6/NAxrJoOT96zDnTv7kelK41TvODy+0fUxOVWB5/hQyD5DWvxCHSNlG52ca8tFySVjSkjlva2bvYOBJOUn6xZGqxaen6/IQ5rIcaUBSnk5X8b6pIkH+hc69V6aquDEfA2bO2IioUQjaOXl6Spqlof+rpgArsQMFbfduREPF2zMjOWhkLGF8kJbe6GlktCTVQw4LqqKhrwdhJI/vgczcPDWu7vwlnt68AcftzFTdBFj4OAFklQnGKa720TcBOacKs5U59DZsbxjcc/WTqRMDYWqi05e54ZzVK67eO3ObuSSlw4a0RVV1o0XhE6bMPXQgZPuS1U6MgWM5FshMEpRYTTWA7shY8raAqpcCsXcpVhrUNSqq8mNgRiP2dqleLGa7Xze0dqdiG1rW9va9soC4NOXYuBMgGMkmXMpcdhq6ELkObCYyURua2L6cpOXkc3XHUwwgRo30LdMEvXofA0fOzyFE4W6+Jg3diXxY7v7sCkTO2880+q/Pn1qDH9+NA9bSYQxDWl3SQesk5K5IcfJpE/jNCIJTzJsXAu9+Vbje9kdSEbR1iaNPbksvjkxI3EM4y2axZ8b50jQdlb88PB3ys84vovvzOYxZzs4Wa4J+wfZVm7vyjY/16oVPmA7ePnIEGzXgRIV9huMFTK3gYpaA9yz8PJi4uxFM3Y+tkZhwAh5CtkJ2JfUMG35+PxYEY9O1dET0zGY0PDtmZrEAdG+eb0cIQ8J4y3XU/D5YQW3dwMbMyGjjO8zFUO0yfIH56tb0mpL4tGTRoMTpTosYVpREYXWPPTpChl46qi6dWxJKUgbHcjpXcIoSUAJ55ySO2QYEYlNNYRxEKgiLB8EkMgr4XdYsid+mIiOmFT43gioEkY7DaA4qjAUU+SRZA5IQR6EUp46FvxyHsOGJZI/4eoNz91UTaT0FEpOsdFkAMRUE0k1Ca/Tg+HqMCwbRbcexgRQkNB09JgpdOid0iQxbZFnJ9xrFOWqjf/k3FUHmkeo+/IpsG4zh3KtAj/wF8kAcY+dxvIJ4fNZCNIJv8eLV12jQzdQEVAOqHE9orFHMfi5QDWr2aJ7yEpK9vDaMebgFkkgR804Eb0+c2+t4JWL6ZqnsWD0Sknstq1tbWvbWrEo78WY4WqxuJNdkbI/zIERfMCc+Fqr0bDZjLUDzhObXPm8okTNlYyL/uSZkiW5383Z2Fls3/TBPnNsFl88OYuS4wm745u2dOGHbugR2Y/ljM98NrQ19+F5+N2vvIBHp+njGJK8dxWgxEZWeUfDP2oAuln05q6Zr6631G2uVY2GRV42E7Pxl/PMWtgd25Po70hgslCTf8MYLEChamP3ug48+tJ42JyQCGNC5tAJUJkqVPE/vvgyJlgvmKtg74Yc3vfADuzb3HUW8wJ9mrcOAy9/cj8Cn/nuhnRmY/iGpkljdgiyDyOKRfHKpbiJUfOA78IvFJDoMNGZiOHllyfx/sOT6MvEcOfuHhyfr+Ox58YQMIjhWDyWU8isGNEVBjh5aArFioddeweQ7UkjZ8SEqf18FotrWL85g0AlU7wi13l6zsGRk1VYegxKQoVK/1/VYAUKDp+yMT0PTM0DdyVKuGOgE+++qQduegwURmVVZbRswPZUGKoHwwTKvospy0Yubku8afsubMZLPpBjHcZzEOgBim4NRauKGbcuLCtx1ZBraXsOpqwyDpUmcXfn5ubYCUoZKtfRaeoSt9IIsiKD/rzrozNONpGF78Z9NyZQsS2cGAnBPumkjr0bs+jsTiFbATYEGqrTeUzNVwR8xHNO5FK486YMvv+OGD7zrI/JogtTC8EqJCPl96Mro8IwFBQdC8fKcxiMZxYxmUa2Z1MXBjqTGJutCNtP9J3IVyys705hT2MtXpqFcaOMh83PjXsFzVQZk2kSv1R8D4o0FoSAA09hfUdBlhdojRnvYytdo+H+yKgUsf2yCTiq0TCe4XOro6OjGdOwQfhiYqoI2P9KaSheE2CV1U4xR4TroUOHRIaBetuXE5xfT9Qu55XncPjw4bP06K8ksfvQC6P4rU/sx9h8VZ6hG7tT+P/eczu+Z++65nH/7Ucex1dfHJWiPDvNRucq+E//9Kzc9N7/PTcsu9/WMfEL/RdffBrPTTjIJk3YboB5z5HnKJkzCEKg8ZnMYnx0XEoBPXjDxTHfrFRil8c9c+aMoKJ3794tjklkW7uTeP89m/CXT5zGSL4WomhViNTP2/f04bGT80iwta7F+CvZYv7qqRFJBvPhemS6gq8cnsFf/MjN2NZ9Nrjg/XdvxBOn8pgo2WG3YUjQgYQGZDVf5IZEF91j6nRB3z061+XP6xwdiY3/49/ma9TrDo1OCYE1X3h5CvUmqvp8M6fAyGbEeQvqFpJxA7Aa6vNnsb6ECX/TYAGAD0YNrmaiUPMlSSyNeML4EqrMh0MMmVp83cT48Bx+8cOP4affsheJvg5B9cYIajE1dHTEUSjW4dqeONojsIWiuVq1MTFZFOR5PBVDkI1jvgoQw8L5LVsBHhkpYd5y0Ztg15+Fk0cnMTo0D8t1cWJTFza9/TZsofgg9dJL1P8LJYlmqiEYoyOmCwp93gonKzpP/vvCs8OYGJ5r0tHkizU89vRJ9HQm0T/YA1TKiDk++rM6KrYD3Qfedlsf7t9lwp7O4+fu6cAHZj1BsBOlm45p6O4yUa4r6O/RkUz5GKvnsS+7ftk1sLEzgZ959Wb8+SNDmChYgvbl2urPxPBL37MNl2OmaiChxQSs4gYhnTrXt6kYyOgJcSiJwg87Tdkt68OS7koVPXp2zbGqrBSzyoWMXYfcIh1VOjMRop9FPT4rI/14OkbnAl1GbFvt5G7b2ta2tl1bu5pgkFZ2xTvvvFOeBatpfBdjDPgJxiSocqke/eXGWuxy+8iLE3h4OB9KcaoK7ujP4OdvW4dsLAylR0oWfv+ZEZQdTyQ16bc8P13BmeIwfuf+zQJwOZ/0DjcChP5pqAZHTaLD1DFvuwJMoNXcAFQKdRp+b0PmGnYjsbk9e2X67pcaa3OemTznv1HyPLJX9XXiWLGM0Wq9mcRiCEbgCbvOWs+9eWzK6NYsTNUXEt1DlRpOlWt496b+szSuO0wD9/Z24pGJ6Sa/RwR7SAoDnwdH1QTA4i7K5C5/fq0xy6JRNRsUw7jD8jkugj3C95Ltb6Tq4XCk5bNsPLQAkql6Cr49BWTngVf1Lx3XUhV6BR0GcFOXjqm6j5NFUl77UmRQVR81RxG5VGGOaeFnmbF05IwaEuqsaIVviG1AoIRFAZHsYcwjwJfovwZTibD2MCHeAHkQrBGiVKAqITW3A1uYZGgEfFS9urAd2uxIZJJXc9Gj98lnQ2hNKP3jUQqnUZhYgJI0GB+bx/ZQ96rSRRiNh58voQjTiwmYJZfQkQ2SArghoERzFQSTCkatcXm/0alDZTjFoSOUF+J/PH9TMxEEPnzFhRYsnwJbF+sTOdGyW21c+3B8lP/pNhZYfy7W5GwDng0X1+ImEb5OawJVZFrC9xgxPYz1BMy0toz32AgceLWstUsxYl2KuhQJVORzjMnaKJ7h+86VbGZM0wbft61tbWvbta3RXG2wChniCVThc+C22267rGNc75hmZmZGzoEgbTa5RnN2JbUjyqj8xcEJjJQpuQ5kDA3v3tGDN2xa8HE+fmgKnzw2I24JazQVx8Mnj0yjaLn4uVvDWs756iIEgT701PN4fMZAzCCjn4LZhr6NgLkJlOb7G3yBEUCjanvY0pXEwDlA/ldrXVIZgfPM+szOnTub/ksypuPX33UrfuNjT2NkthwCSBSIGsCvvnMffvn/PA6zhSGdxhiRkq1/860TUuPiuR0dL+IrL4zhT3/qXrz2poGzjv+eB27Apx4/gUOnZ6UZgeADxi9UCujvMDE8VQzlceT7EnUMLzrhiztRmfyQ5T1wHEycnsQkr4OiQokZqMU0fPKxIanVNAtSXGcL3cEL+/I8zJyaQn50Dr0bctj4+j3QYzHY1jlIAhRgxw2d6OpO4NTJMk4M26jZARyHzBUKLItNwWFTbxTT8NDzBQfHR3T8L4zjrTc4eNXmBDQ1gNkIxLoSNmZrJmyfcQowa9uI6zaIsDlTUGH7OhiCZ2Meah5EPlZhHOT7OFMvS7yYUFVUfRfHx32cmGB85aMvO4vk3k7sHQhrNHMWWUMCAV3M247EUaw9JHUNkzaB54ubp4+Oe5gu6UikF+47L01VMZSvYzCXgG8nkYzHMLiBagCk5FRwxzoDb9zmojY1i/dsjmFm1sBQwQG/9mTuz6XJUAmk4ipyWR8TVgmW5yKpn51jiJs6/v07b8Vv/t1TmMhXZV2yiSQdN/CrP3DbWev2YoxMljnTQE1kiVmnCRtRUmR3N01YrLEJEyxjnDD6tRvfxz7DxLr42mJVWSlmlQsZgXH9/f2y0QiunJubk5hmeHhY1lVrjYbkEueqzfLey7+/EmztRcCXYVfLyWBgTNkfOhGXIvuzmhwhHpO0QzyH22+//Swt98sFq7xweg6/+JHHUbM9pGLhjfDkVBk//5eP49O/9gbsXp/Di2fm8PBL40iQMYRCd42bKtF+H3roEH7sNTuWvYlGjhA7P4UOz0lDVW3EDE203QrUJ28M2XY8GIYuqGE6SXzwEqhCVpKff2Dr5U3aZThC0TzTaT5XAeD79vThkePTeHa4IPI7BA3ctyWHW9ZnkUsYmKvaiDeYVWhzNTJ5BMiZGtKNZDkfmmRH+fDjZ/Bf3r77rGPs6E3hD753C37mk0eEkozOZ2fCQH/GFJDBzFgRVot2euuZnY+iMQKcRHPR/L1ljvgvCUGIzOb8DzVo4njcc83gwtSSMluFkkhgqOTBtXxoMWMRmKZlsqHovMn7SOgK+rKkUauJ87PYqVvscCnUB7Q1HJ2z8P/88wHcuK0XTi6Bwd40koaGZGcC3RkThQppXZi4VPHcsWnMjM7BJxrWMERnsaM7hVSsC2T9mydS+FQBtZIF1dCR6U5h+vgYKrMlmHFdHu4vH5rEBytP4z+9925s7M0IKGmu6uB0voa6GyYtOWdJQ0WKDgqTxX44b7NTZQwdnw1bbKNz4cTrOmZKNiruNH7z3bdhcrqIY+MF9HV04b4bBvDW2zdI4BA9CP/tAzo+9Oy0AGv4lavUFXRmNDx4V1bmiRR55+us/plXb8IN/Wl87sCErL9967J49x2D2Nx1eQ/KLjOLVD0u2vVpjSxBYUKbieweswNj1jQSWhxOQNBVKF3ENLjjAptiy4NqVrtdC0foXF2KmzZtkuOzQEmniJT+RPUS2NJKRxd1KTKxy79dDsr4937v9/CpT31KwJHcB1m8fv/3f1+63yN73eteh0ceeWTR5372Z38WH/rQh5q/E/j38z//8/jmN78p5/Cv/tW/kn1frc6ctrWtbW17JbNFstBHyRzeTyN2xcux6wm+5zOMXXHsnFxOj345iuqLsY8emMBXTs01KKpVARM/SX/Z8/Gbr9os1/TLp+clmZsxQgYHmhkEAlR+eLiAH9x5ti509Mxn1ySLq+W6hTljEDH6vIoiSbCKgKtDk/02kj/0iQiMYbiztzOJmzqvPDFxsfMTzTP9AsaOS5+7KUPHPb2d+PzwpEhk0rKmgT3ZNMr00YVKOIzLaJKgFir40N+N5o8g8JcKJdxZyWJb+uzze7C/GyNTUzjih4B9dnt16LokDku2g2k5dose5WV89VqihCaghDJMksAXTW5KVIbX4cIe3ALfR8EBHhkPsDHpEErR4DFZbHz9nn5NdOMPzLnw/ZAmvUL6b4cSp7xmLewxLWPOOwZyroIZK49jpSo6Y3H0JAykDXYOMhlMMEkIkhAwSeDC9izxqQmqUAKCDTQBf+uqISAPO3Dg+GGQKIAXP0DJrUpcojV+n/XnJAbvN/ubsBSyqITHimaB/7WyaobA87pbE4B6dA5KYw2Qcpp7yelpdOu9qPhl+KqPmBJHNpFFLJsIO10LBczOzaLuVJDsjYUNCoSJKAFiaky2kJHTPy9Yfl96Nybsacw5BZkbAlX6ze4m08qlmhYYoRRQBFppdMaS/ad5xRrsNSE+qgEhcnh9V7abb60yRV7IeA/q6emRjcauxKhLkQ1lBGIu7VKM7jMENl4uWKUd07StbW1r2+X7nMJ4tsIxA/0BNmERuMgG0Q0bNlx27HW9ajSt53DjjTfKOSwd1+XUaAqWiz/cP4K85SHeAIxQuvSvD00hG9Nwd38GJdvDl07NS6451ag9sJzDAjXjmXft6kFfgwl+uRgiAn5M6X0IVFfy6DT6r/T9WczmjDKe4j7pAhGkwnoN2cN/5p6NTVbGq12jaZ1nyitRdnCpvXbPOtyzsw9feu4MLMdHzFBx65Yu7N3QiRvX5/Cd41PIJozmGqtYDqqOL/WtXIOFk8eZr9j4L595Ea/Z3S/gjFbrzsbx0X/3Bnzfb35K2DSoRtCZiWNdT1py9rPVadTIbBLubBmgSgvgPfr9fBowLefvuR6MmCnH6cnGMZKvLw9OOYe5touJoVk88thx6NkMUKou+7nBzV245Y4+PPtiCVNTDjIxXeIZst9HYxG20CUFHjLtuK6HM7NV/NHXTuFzfXEMDrjYuV5DKq4hprIe5qBkh3Kv3aaGE3kPx6d02K4itQ1NM5CJu9jWWQcVems2m0wMlKzwHtQRd3B63MOZqVBihzWrU9Me/vfTo/i5u1Xs6U8L+xBlbg4X69Iowm+fwVidjCi8lwnonuB/FTXbx+FRstEsMOTwpKyag1LeR6Fo4afu2yAN2AfGilLLu3NjB968u0fmhY0grNH8/7xp/PnBAmYdRVg0XV9BwlRw1y6T5R7UPVfYH9HCXtlqb759EwY7k/jkEycxNFnEtoEs3vWq7bh58+Ka78VabyyB3lgc00EN3WbYJMPojhJAW5NpHCkXkNZ0AapYjVhLlmsA3NvZL7K9a814n73W9QXWSNavXy8bvxeMU7geWLOPGowjFkn+SzaoyC6XWWU1xjPfFVWdq6GHSOpRdpQxmcsLeamyP6shudsqXXSuc7hcsMrfPXpcgCqUAInmvDOlIl918LHHTuC3f/gOvDycF2meNLVGWowP9pliXRhZtvRmzpIVemqohOOTY8gYwPu/9y48UZuGoszJ9aVj05OOYbZMbTpKmgToShrY1Z8WJHDZ8vCG3Z34uQe2Yu+6S6fzvRxHiIAAJnU5l+w+XG6emeD7j58/jJcmyuhLx4RCrmp5+OSLE+hJmfjROwbxp4+exkzFFoePgJtSndp7ikiwRCbJWk3Boyfmzrned/Yk0BMHVDO2SAuS15n+YuQ7RV2GQQuTCx2A1tNt3T/PodVaH8wRb3kQKEjFdGFUWUSpcrHFAwWYdJlU9aG6PhQBMzU0/PwAtuXAKtVgxA3oMRPb+rICVIkE6gl4aV6vsw6pwFENuJSgsX0cGs5DnSyjWLBw464ecVo471xX/QkNJ4emMXLgFALbFdCxahhQOjLIzwTId8XRjQCPf2ca1ZJF4hZJ3k6cnIRbtdDZk0QiTr12oKNDw5npEh7afwb/+s17JFE/WbGlezdK5BctXxywBzfkUNUCASlxbU9NFlEr1ELYMRG1MRPCf9dAChE9/Nn9Y/jw++/C33/7FB47OoWj3zqJzz03iu+7fSO+/84N8hB8//r1yG4/hK+8NI5i2UNPTsfuzQY6s+GlkbXhuud8yHAdvHZXt2wrYTHVwI7kepysjjWlfgxFw2CsG5oWoObXkdAMmAi7KzlGFnskLb0GgSrXK7nbapH2Ozeya/F6R4leOkVE6X7yk5+UZx4lxc6H6D2f0cH5hV/4Bdx1111yjP/wH/4D3vSmNwnws7Uz+2d+5mfw27/9283fWxHCfFa+7W1vw8DAAB5//HGhAP+Jn/gJeZb97u/+7grMRtva1ra2rU5babBKq+wP2SF5f7+S5+j1oMzmObDzhCDL853D5cRajB2+eSYv/ljEcMhYQ1F8HJiuYKhQx9ZcAify9RA00CpHyRgBEFmg5Sxvezjsp3HosQPYmYvjwXtuxT8+MdLUpibogj9W3bDQT3BCX8LAYJJMG45oZt/Xn8UbN+TOYh65WjENJX/4vD6fRNRQqYrPD09J4rnLNMTXJbDmk8NTeN/WQfQnYhivWYgREEGQApnyglAWp3V/7F4jMOh4qbosWIXnvE5VMBwAPYnYojngVW7yrbSC4hvnJ7nQC7A6LlirdMvCKxy7qaoiA7rUWnPJZ0uchj9UPWCspiBlUDZUEQmhKN3MldOTdDBcCTBnESzCrjVDQNqmL/lNkYkiXfYyRJMCap+ok2ab82ih5HqYqKvYncug0wyTWtFn1EBHyS3CJlCkETsy2aoHChQiJsjgontwPCbKG00JpGmXJKkvgJaQhSVkCyn5JXQEHUioCWE/IavKorkRgIyyAOJovGo1wDKMb8qOK5sTeCFzDFk6FQuxZAdyZjdm3VlUgwoc1GEStKLmmj4sE7cFTAuTJdezAQO6T5Zd+tkqbMuGYYSU2MuZoerYGB+UbSWM86s2GF2ia0+gih4Y8DR2U5JKO2QEJT07ATa1ahUJI7UmZYCuBVPkhYyJW8YI3ESOqqVLkYlUAps+/OEP44EHHpB72r59+y7rOO2Ypm1ta1vbLs9E3nuFwSAEKhJ4z7zg5cj+LLUrlQ+9HGOhmmAP5t7OdQ6XO65vjxdRsDyRL4l85rRKULSHLw/NC1hlrGwJiIRgklYja2TZ8XG6YJ0FViFo+UTZw4GxGpQzR/CWvbvhOHFgZDj0l4UBw8BczQkBKwSrGBq2dyWkvjNbcXDLuhTee9s6vGrLpbN6Xk48w1ia88y63r333nvOAu/vfeo5fOPgGDrTcWmOtmwXD788gQ9+6gX85IM3SAM2ZYIycUPObb4aNnl2ttRZ+DtZWk5NlXF6poytfWcfa6Azhe39CRBXvbFn8d9ZgwmvVwj2kRqN0lKj8cN489wTsmhymj+y4Vb277jIJo1m/NAoAIQfJGiawIPzzCd912NHJ5DZuhGZwS7UZgoCMAkvvgo1nUKQyeJbz5RRKDrY3pMUNpeSZ0PTXJHJ4eGiVPjihmmyRXio10P1gZddAlF8DE2qePNdisTKttR5fKQUDcWaj4MjmtSbuIK5z1Qc8HwNU2YMmZiFF+ZjmK+pzWOdmVEwM1NHOhYgFQtfy8aAsu3jK8dmcVNfCp2GioLtoOr50qzAa1r3fVTdADfm4tAMB3U3jIsKFcrtEGTjw647qJYtVIt1eGRDbXx//7Zq4R9+6k50xDU8djqPr5+Zx5MTZdy3MYu37eoR//UtAwNIbxrFJw6PIF9i3VTBpl4V3VkfAa+56qNu28gY565F79vaI9tKGBut7+3sxRNzU5h3bPneM1bflEghrrk4U8tL/Jo2NGQQk9qf59jCgB9bow2lfD5dbgPXSphCmbFMRjYquXA8UYNxpPDy6KOPSrPxa17zGgHnXw5YZTXGM2tzxVxHijk+9BjUclEwGcpk3UoE5Nc6ucuFwy4+dtS3Up2tFIjm6HjhrKRt1BF4bKIov/dkYg2EYCAAi8hYpDd0FbnkYvq3iXwN//p/PYoXz8zKg5PX8kunnsLPv/kmeXBNFUMJEtKt8aZftoDX7u7FH77nFmy6AMPDc6fn8ennxlCsObhjSyfeefv6JlvJ+exCjiKZVAgI4heWqOhzzfOzIwUcHA/nZZwPsgCiT8fE7b8cmMDH3ncrZso2PvbsGMYKdZmfzZ0JDC+TAOfDlWhcGh8gpPvinLReh72dwFNzHiynLgliAl5IZc15JDiG14AI54gNhQ/qiHFu0bFamFTCfS/3noXXmeDviOtNJ5VyPBHGhe9ZumaWWphcDlXSSYFnqEyWhjqAdLbcmiWUdoGpw3ep81dHobZAORglYcNxL0LdwPfcUAG9AWzj+fYmDeRnypjpTcH1fcwXLNHfqwE4vP+UAE/MJFlpFLikg5udh9GZw/xsFS/OWKiULCQy8ZANKAhQnMjDtQikSi3gn8lwETfw4tCMDOXFyYrMRUyKFEHTCeWYdAd4cEsHXspXxVH6zlgxBKrwgUSQSuv6ovPpe7K27/qth+A4IUqbLD29dRcf+toRWI6HH70/ZBjau64LdrIE3wuEIUac4cb6UWouvvWtb0mwRPTmpWjnXa51mRlk9O3Iu2VJdie1OAKtjrxbavRhcn2SHYhE5KT+swRpxQT7WrTVkNxtNd5fyRYWMYYx+GeC98tf/jI+8YlPoFgs4s1vfjPe8IY3yEZ2sYsZPz/fah/96EfR19eHZ599VpLGrY4P75vL2UMPPSSO09e+9jWhy+OxP/CBD+DXf/3X8Vu/9VvX1aFsW9va1rarfW/m/XilEqKMBXg/v1zZn+vdhciAmsyFLETecccd4p+cyy4nuTtVdRrdfot9U2ozl10f4xVbwCqdcR2nQje+aQIaB5BrMEy22rfHivjIwXFUgk5onoYXChpOHprBzV0JPDFZhtWQ0mDXFhPEtJ/Y1YPXreuAuURbvtXI9vLUZBmH83XENQX39KexqyP0Q68kuct5IxiIyRDSqUcMBsvZ0zN51FzKtASYrodrIUZ2S8fDoWIV79k0gH86PYEzlVpIQa5rSAiPyPLHjrS4CWKQCKDlXHpVIOYpmCNwvPG3BAH/BCYwwaNrqHheA7QRJmElDyufXgKyX4Kdj44Szl0UNywcm6wq/JPQdVN6dMkuo2E2QSvLyJ7K9LCrjy48QT2uDyfwYVKX3AyZA5kIjamkW6ZAayBrjyAe7qqRSj4LGKOxjU2YGUMeE8ovVb0Ap8tVZDu0hiyPLyCTslcSGZ9wzOHakr/zGKoBReVvEaNKuJZ9hXFhuEYXAbSgwglcAYqYMEXGJ5yDiFMk4pYJECPgHIy9wveQVYXsRJM1SxLzXD/cdXhNef19HKqcgFZrAD6gijRoV9wREE+vMgBDYUymIqGmYChsmFHDDlbm3QmE8XycPjmC/HSx2ZF2PtnLlTCeu+6bVHpHoIQwKjVQoMXCc0RrHMy15DEm9aGaaw+ocj2YIi9kUiRKJmVjd3oky3zLLbfgC1/4gjQUPfbYY5iYmJB45vWvf32TivtC1o5p2ta2tn0322pii2TenUAVMsUvx/q3FmIaslyydkAmMDa5LmWIvFKwykRDimcpwJ0F51GyhwsToi41GuaAo8ZJGvP39Hc7lsQ0bOb8o6dO4+mxCryAjA9JPHewiPfemJDYiQAVegTMQ1M6tWx72JiN4z+8Zgt29SwUQZcz1jq+enIWM1UHW3JxvHFbt7DCXylYhU3bfPaTQYDzfK7cIeVTvrh/WJpipwq1RjOpKsoAXz84hp9/82782vfvwx999gBG50Oplc19GZyZq50V0UQgds6DyGp6/iIVAanRDCZwfLaK0bmKiFDGDVWkgFjrIJiENZ1SzWmCfYpV1hWW68FtpSdpudbn+LryZTZ40xhyElSxGJxCZ7zRfXsuOVXKrxIMHk+gf0ca9XIdxaoDXzOQTMcQixkol23UrUCYZxzGTxpremFdJ6o9LB2kHDZQEDPJMA+YcRU9cROjU3UcG3GwcZDxJesmbCDQ8NyQh3JdAfvheS7EzBQqQCYVIF/VcNqJY66mImXSVw3PZqpKKR4FmUTYmB3544ztzxTqMt5TFV5fXxotOAscC3kq+Rpjsntz/TheyaPqORi3XVh1C/nZCiqs7UldphHTUBpKUzA8Xcbr/vBhuGwMYANz0sD2TV2YqdmYr7n417cPyhi25TK4Y5sBSxqHjWZNi20suuvj+e88g45UehEb+tVsgGXDw5v61mPCqkkdLmsYmLKmcawyCcfXoSgBfN+FqjjoNtJw3DDmjGL5tWbXu6F4qXEsUexKLALBKQTks6n4gx/8oLznB37gB5p1GgLxLqY2shrjGf27QQ8xclSuFKwSJUTpCF0oUbdaHSF+2Ujtw2Qju0guFIxzXOea93LdweHhecRNDTdt7FpEZ0a06P5Ts4vYPWQ/RN51p/CJJ07h00+fhheomC3Z6EoZAsAg0wq3779zc5M2LbL/+2++jWdOTAmtFJ0E3dBwaqqEX/ubp2CrOgIturbhPPLh9OzRSfzGx/fjD997B/o7KCdytv3PbxzHH3zpiIAROMR/enoYf/b143jdTf0iG3RDfwY/ePs6bOhMXPS6bO1UXY66b6mN5muYJ9LYCx9igtR0CIoIoBYtPH5qHl88PCPP7q6UKQk7Om10Iiu21wTW8Hc6kvdvyeE/f+koHj+Vl99v25DFT927ETcPhrS3GS3AdMFqdm+G4AhVukZL1OPzGklCUlM3/ODQdwip2Xh+S/EeC+85OxkbXXsaHbOQhpnHWPzZsFNxMSNMdLwmwZ0gixf269ierOvAcRG4LjIJE77KjsMAsyUrTOhy3HKARiq8ldFFEoMePMsOE758PzvvmNhWFXQaGiqTJUxUKC8VQA98TBYqqJMWm9lTNfQ8KUvk1m3Y5QrKlSSccgV6zAj331grZHyxKzXRctRSsaZUku166Ggg1MfLtjiifUkD9UY3LQsVc3UPk1UXrx/owh1dWemS/Jfic0Bnd8hXF81lhHxmlOH7sGx+HwLewGA7wJTjYaZsYV02hs8+O4zvu30DMgkDQcXEV79VQqnuYcfGBG7bza5DVagOb+vZiMFNaSkGcSOKk3Pemuils3+ugLXs1jBtz6Pi1YU1pdfMoUNPXzDAZXcj30uzUAd7KJN6HAnNRM2zhSKfXZlMUruqj4yfkP2vReP9fzU5Qst1Kf7kT/6kbEzu/sf/+B/x9re/XZwROkYMpt/xjnfgIx/5yCXtl8hg2tIC49///d/j7/7u78QZ4nF+8zd/s4ncfeKJJ3DzzTcven7RISPlHJ/RfD63rW1ta9srNbG7EvECOzKY1CXw9Epkf65nF2KUbOTziefQSoN6qY0B42VL5DUH06Z0/0VG6RQC6p0lSVv+zqQkY42/PjCBU7NVlMWP9yWRy+tMRhR+5oH1HYuPVarjQy+MokZ/mO4aC/F+gG+NFaGoYRJMTAlQb/jVZPD4jPj0wPduyi27jtgZ+QfPjWGoFDLS8R1fHy3itp4Eso3C996uFG7vySw6lwvFNARHMXnOhAiTuhfSQh6t1FEj8LvBPkLjufKn8WodJeqk120B4vCYBNjQXMInmt2DEBZBJrfYwfbho8OYskK/79auLF7T2ymUzEYkeyO+7oJ7n9RVYeSgDFE0n04jzlgISZZCPBZbE1wRBg6L9k+LhG1CXMgS3upzgFOWJmG5flgkIDjFEiB/gKQWoDfhIa7zemgS85ByWlhGZC0AFjuSW5gwI/ANU55JzZO4oUEEFIJplAApNYaa46LkWmDYyHmfqTmYt9nsEaAzpqHDCGVXKVlDcIdsCmWO/FC2pskyHgZ7vF6LYv0GOINAEoLKeT5kDVEWgZFE5Eb+zaBDACuU/SRIZcZyF5oYCPJoAHIsj7FQKPnJbkJ+H7j/eacMFw764x2oeCXk9G4B2di+i7JXhKZqSOop6KouIBZd0XDjrj2oDFYkn8PmnUj2MopnmOg9V75IrhDnQwnPjUwyWqAvkjVazkLIEIO+8H2KERbnNJBlM5Rjit7H3xlvKr5+MdpSq85WezzDtcruxN/5nd9pJnVJc0266v/23/4b3ve+92HPnj3SOfjOd77zkvbdjmna1ra2te3axjT0QY4fP46hoSHJu5M1eqWYlq8V+31r7YCNxHxGne8czhdrMb8/UmEcEGBjKr7I3++Nh/HNUgZ2gsH7Ejr2T5Xx6FgRMVOXmgAdMoLNuU/K02/LxbFjSU3kH14cxuOjhZBBgz6tqqBQd/Gnz44I2J9beJBwHkXK3nbxP58dxf9190ZsW6bGQnvsTB6//9ipZj6co/2HAxO4ozuF+bKNgWwMb987gN39Z8v4SaPoOeYnkinauHEjdu3add55Hp2tYLZUl7oX/TOm11nLsCquNH3uPzmLv374OCqWh850TPzXmRIbSgIBlRCAEDWt1m0Xt2zuwt8+fBQPPT+CSt3BzsEO/PQbduPBfevleJ0pDfm6h1oxbEoRcAubfdMxVGo2KnX6yOF8VltlYpcljV/qQJ67lsrY0ybInx9x7OVZVM5Zi12QISL4xjRVqJoGi2D3uI5MQkNnZzxk6onpKJUdzJYdJFLh3CQSOhwnbJo+a8+UW43pzX5ctUH04ipsdIhhclqHmknK+szPOxgZr2Js1kEsrqOnO4ZkQpMyCWsg1bqPVFzFqM2GeYLxF45jGlFNRgExO4yveGzGSWlTlybyGcsR6dU+U4Pth9eUjeWWR0lUF7vT3diayqHk2vj2/iFMjRVRb4DDhAanAYwhGN13FTnnmh/AlPNTMVO0MH94Ert39uJZXcUbC13YnIvDRBxHhzVMlj10Z4Ab1rG+rUrsuadnEHs29UhOhzUa1nkj2csopqFve641XvVsjNQKmLNrAvQZiGcwEMtckK2VtdgNiVSzznOmNi0xJ6WQiw4Z8RnP+8jbVQSBigQU9DZkg9aarbaG4qXGGgzZTLgRiE85M7KfUIaHDJJkjnrta1+Lj3/845fEuLIa4pk1A1a53nqIvMhMiLLzZiVkf64HWIWIKyYb6ZzwHKJFJVp9s1XUHA+7elPC6BDZcvPG9//dw0fxZ59/EfNlS0AqN6zP4Xfed29T/+zHXr0dn3/2jMj+ZOLhMqNsDQERp6bL+Ptvn5QbvEi3+AEmS5S3oYSNint39uE//dDti4738NMH8KXnRgXMQbPgo1wndW4D5cmuLCZGJLmkSJGeiTAiOx85PIlf+OhT+Kdfeu1Z+oBHJ0r4wy8fkbFQH47nW7ZcHJkoYWiuinQyhocOTeEfnxnBh37sVtyyoeOCiV3OVwRqIo0Sk14XMiapqWnHU4m03Hg6lhugYrn4x+fGZS45f3xN45pWIUhbTkm+5ohzxNNLmxo+8dyEgH44PQlDw8P1Wbw4VsKf/eAefP3QBP7u2IKcjzgBDY14JoH5IJbkKR1TOmMNsDudF0m8tkhsR/1xrV1h8jA+C6wSgkxI8zc0V2tJRJ7PbVq4/i2HEMfTow696yCWTaJQrQnNXOjM0QFwhUUkSJL+LUyW0wGLgCFurR5SXBtMXAJu3YFXKgFGHAGZOVQFukhTKShUHUl65m0fDjsZazbqdQcBIboER2kKbPiI+Y7sSzorLYJagErVQ6AGMF1fUrSqrsGIx0JnsG6LdrpFkK3lyuce2Bs6qd2J8PvC8UYST9F3hUWTedvFyXINw3M1jNaJkml4PpEb30Q9Ny5aNNPR6x6TzqoApLjf8XwN//DkEP7wC4dQ5VgU4MkXq/jm0wb+/Y9swK7uHmxKdIke/bp162TjNeE9kU4RHX4GViwSRU4RQSxRJ0DBKeN4dQSW70An3Z9bwZxTxObEAAZiFy8b5MJuJt3XJ7twpjqDWoOSnMGD4WjoURY0yNearbZOxPMZaUnZtfJLv/RLshHI+cwzz+DkyZOXfM6//Mu/jPvvv18cq8je+973SpDOtcZgkmhcFhOoo0hj9+NSoGX0O//Wtra1rW2vVLvSLkQ+v5nQZWL3YhKiq0F6dTkj6J6+NsdP6Z/o+UlWQMY02bguDIQXSu5Sv/1Dz43i+YmysDkQAPHAxg785L5BYTDJxXXcv74D3zg9jzp8SVgxKUZffGtHDH/27KhQagtjMhn0Kg5sx0cyrsu+fuSGHuxuYXfk8/MvnzyCkhtrwLMDuA7/nywVDeCD0BmHmTLxXX124lEv3sM/n5hD1tTw6sGzacE/NzQvQBUybxBII76a4+PxiQo6YkyqAftnynhupoyf2j0AY4nPsVxMw2QF41/GMmSuuZimD4LF/QaTSXMJNJhH5mwHJypVqcGTAlo6wyRJyvGpoSRQQyaGnzWg4NMjZNQM6/YxzcejU/MiI/TODX34nKVgpiWm4HEEpBEQYER/t1Hvbxy/mdhtAFfOpUbaHPaSkKYZOzVYUALfQrXBcrJcPHMWYCVE3Td/5Vj59z2dlAEKMFSxkdFDIJSAGxQyCwbSNUiAlKotAOBzJpAyXMzVVenM43znTBsZzUXR0+EHqgCCRKKnwUgoABIlpK0+UarJmgrhEeH5VGMBBplcb4BxuFmei4owryhI6UzaytURn94OyKBDhhY2t4TsL6YaQ0pLhetY2h7CfyNJG6517osgFgJNCFYZqk4JO07UeSoJXWFbCZXYCWSiYhBfZ4zK1xiX8JWKa6Pm1xBTYvD9Toy7ZwTgHjY6KKjZNaS1NLJ6B3SfSWpdErncaJHsJWMaxjOUD2hlkuTP8t3gyFWnIecTXkZfZaOLL8wpFwKsLJjfjKUJ6iFgJWS6Cf/jsWYn59G1pQ9r0dZSPEPj9ea97ad+6qfkd+ZvmOSlzNmlWDumaVvb2ta2SzP6lFdSA+H9m8B7MkWeT8plNddo6IMcOHBA/O2lLJezdRslx0VfIiZyJ5HxGSuNn0uetwfnKvjk0DTmrLBI3mkaeBdlQLpCQMf96zL43Kk5lGxPpOelIO/ShyMLpIE/em4sBCHTx9FU1INAGh/pl63PxPArd2xYVMg+feYMPn1yDq5KjglFfDXWNMTnlgZQRYrxntsAsNMnJWZBU3BivoYPPHYKf/rmG6R+0WpVx8MfP3FagCpJI6xTsLlzumLj8/k6LGGXV/CZFyfwn753F960u++C8YzUvE6cwKlTp6Sgei52gFZjEyzz4xy82UCAC56D4B3Hw9dfHMXp6TISpi6/R+zoBLQwfmD9hscVhkBTF8bzx47NyvsYqxVOzuDQR5/A7/743dK4/YcPz8HhcmOthyAKjcB0BaZhYKZYk/0wZmL9x/FDAIRIzjJQXBTfLhd/n7vyQm/55ERJakJkASH7B2sP55P+af20GJtINU2AIvfdNYDnX5pFvmQjk6F/HAZUqhk2c7COZyRYiwljA9PU0NFholRyYVlOyO6vKUhnDDhUI3V8MGpOxkNGSwL4WY7JO0C3p+D0cA3Hh6pS/+LXlXWYctnBlo0ppFJh3EogCmd1phjW11JxBZmULnFVKh7I/NcsDz3xMC7zXBUVx8eD27NSo2TsHQLKQ9ZKEWwl+6UP5HQNlu9i2qlgvl7Dtw5OwmatctHlCKOgqNk6mtsoTmQjvut4GBotQo0bmChbGCvV8cFHT0t90uP8qT4OnAHeebuJm3tzuCnbB1PVJQ/OTcZTrTZjGuZ7eH+I4hluUWNP2bXwXGEMRdeC0YjHp6wyCskadqf7LjqHM2kVpJkioRroi4UMpnUyRIIxoo8cNGz31WaNc63ZamNWOZ9VKhWR7GE889M//dOyHpgro0ICQUtrLZ75rgCrXImjwQtMFgGi1Cj7w4To1Ui+Xu1OxOnpaVlQXCxEHEdfuMNTZfznLx/B0SlSjUEkQn7h/s34oVvXnbML8YvPnsYH/+kZeYCRjoyOyIunZvBDv/dFbOvPypy9bt8G/L/v3Ic//fIhzFdCZGhvNo4fuGsLPvz1I/IQp+YfjYAIyu/cd0M//t337cE9O/qaoBI6nnRAP/H4mABV5IEWgQIaTBmSxZUd+QJgCCdUg89uPccT/cDnT89j/9Ac7ty2uDj+5YMT4kyQmYROB8+ViW4agRWmzoSviqmShd/90hH840/fdZa0UasjREAQk7qct4vp8oyMIBQhwmg4djx9obumI6OreHmyLA+pVtUfps34uZ+4a4MAgYh+nq86+PrhmSYYRDT+7EbRADZ+7TOHcGiiLGwpAq7gOSsQoBJBRXMVR9CnfBjyYd966blPHjN8rUHkvAyzCqm/qE+3KAHMhJ7c+AK51kRC16iBLtnIELDU3AfpqvUwcR2mBhebzs5D4jMsC6ajQ3ElhSnJS99xJWksiW5Vg86TaXQIRuwifqkSAjaI/m5QHIYOFAEoMehEt1KChw9a25OihGIqsC0fVtUOHXQpKNAJVSTZbtP1sSx4jgejIwHX8WGzW87xYTmunIfm18W5jWfZ4QdMTVdkX7lsAt93z1b5ztBes7kTT4wUpcOXzrmsKxY+DBU3DibxheEZPPXyBB5/blyW/FJa8kXUNk3hR3rYppy/bI0kPRG8X3l+FL//2QPyPeAcUs/d0EyMTDr40sNVbHtHCvvniuiLx7AhGReHmeueyVtuvC/y3kraSjpFDAAoK8C/dXZ1YiZdR0lxkdJiiGm6fL7qWRirz6Db6BD2lHMZ123ZK6Psl2EFdaEKpBxQ2ohjR2YARbsGO3CETaU8VkKcPOpr1NaaI9Tq8DDRwAQBt0sx6iJyrZB+u9X+zb/5N82fGUwODg4KLTcDTNLdta1tbWvbd6tdSWKXPjUTogSbXiyY+lIteo5drWcaz50xGYNeyjiQorQJpN8/ir96egRlyxMfd+9ABv/pjTuxqQFaWRpr8TN/8vQwnp8sS9I2xWST6+OLJ2bxwlRFAAOkAL5/QxZ1N4unJ0qSuCITxt7elHw+X6+LfxYlb5lgpa/7ru3deP3mHLobXYxRLPb8Cy/imDMY+q0tRflwPPL/4c/iFzfYFlRFjjuQNFBxfXxtpLAsWOXxiXJ4npSmbDAtRu6151PXO/TNX5yr4NnpMu7tX7yPpTENZW9J58rYl77exca/ouXdOC+1sb9IroYJxhpZNJfElhxzWlHxxoFuDNfqMBUFL85XMC/ArPC4/ETNC5BWFBwvVvCnR85ghkFM4x3RHlUfAiQPARGhrOfSCLvh+YcJ3mWsFdQSudgtii3h8TzAU1RoSpjI56shHffCHNLnJWtJM8xpAlXCpCVZUnQ1QEoPkIOKaSscr4B5GmMj0agTKLB8dvCFY0jqwM2dnA8X65Nho0M4vgCup6JaDwTAklDCYgSvKwHeHaYqxzxdtlBzXSSZkCYLSsDuV2DG8oRdhd8HjpFFkumqDZsAkwbjZE88hpyph2An6pGzOOGHXadxJY5+ox8awSuULAriqKMaSnc2ojr+p0OXRH7ZZ0dfEaeqZGNthDDR/Dbmu8mM07jW3BPXdjrsGRCQGdlRLdXCmHcadRFrbXQO+1zzlDqqII6U5AeEjhqGgESWk71kLB8xSQ4PD8trLB719vegoy8l8WV49cjaySnw4Sku9OD8MYicueoJAKkJ4GFCHnqTYUXWuQ9MnJnC7m03YS3aamdWuVBMQzD+u9/97kveTzumaVvb2vbdZteTLXJmZkbqG2S7v1gw9eWMj7HT1bKoIZrsbq0slwXbwT+eHMPRQiWUPtEUvKa/C9+7sS/0KxuF31awCtlU/vrYhPjYqUYOebpm48OHxjGYIDN7gO3ZBH58dy8+dXwW02zADFh4V/G6DR146ExePpNq1Gh8PUDZ8TGYieHHd/Xitv50k6WFx2V88J3hOVjoDCU6o5gmArs0csZkwtBF0z78HI9JX54slGSK//ZwHm/evrhG89x4CUXLDcET7LUMfGEvEZZzQ0Vg6lB8X6Qj/+s3TuD+rV1INZjmW8E8kZFtgvEvGTkvBdRUd1ypxbAmQGkcxiqcR+6ZAIanT8wI8CFfJRtJ+BmeMz/znldtRTppYiJfEz/8k0+PSN2BxqGRkYMqA4rt4QOfeA4jc1XYpIdXyNoX8g+ScbEjrglbi6nrMn+MM+i3N2MT+pKc5AZb/Dm1fs5hEiN4ngC/BvuzqNZV+KqGwPdh24ubY0xTh82m4bMQ/iqSuZDBI5ONI2Ga6O6Ko1QN38sx1hpMMMkkASieMKxw9LxW/X1JDAymMTVdQyKuSfzN+XbdAMWiJbWVmEkpoDBOtWxfYpZU1kCx6uHEcE1OO50yULdDyc963cPYRA2bt2SECUVTfJw5U8HIlA3L5nEVJJI6NmzIIB430NMF2DUPM5UwQqQc1l3rs3jLzlBN44ZMBk/PFlB2XZiyFlSJZQmA2ZVJ4kBpDPtHivjyMyVM50N2nfD8yPLTuFZnzZsiTdd83TBCII9juyI7dHCqhH84MC2ALWGUYV1Qo7oF8MRhBa9dl8KJch4Z3cRAPAWDsYmiCFiBG5UduF4o9cx4hjH9oUOH5G+MaWbTKqZQR1aLIa7p0oBQ91yM1IsYjGeRM5ZnPIrOY9apYNoqCliFMZivUKYW2JQkEIasLawtBdhjJWAyMF+jttqZVVqN9zde3+i5LNJie/cuApyspXhmzYBVroceIt/Pi0RkGnUPGbxeLbtaqN1WWrybbrpJaPEiI7Dh5z9xALMVWx6ovAHOVW387teOoytp4vW7epYF0fztN44IkKM/F97A6JA4rot82UG5aiMZ03FkZB5bBzrwqX//egzPVeV9d23vxW9/8nkBEkRAFTR0+/iwH5mr4L5d/Wd187HzacqhxEi+WZZvlY9Z1phBVDWUarY4LvlSHT/zv7+F7QNZvPWOzdi9vhN3bO5A1XYFBDMtlNmLARh0JiaLVsPRAp4bLmBkvoaNLR2SrYldduKQuYZf2t27d1/STa0zacpG0AhRuXRC+PG0oYku43TFETCNdLM1QLGU6iEQhWjfuuViaKaKp08XGhrfi78vBDvwfObK5WYKNXKWBPlMdpaqK/vemKU8jYqxPBlIWhKGUZK2lUplGQu74hryOo1cu7CeSEKRN/wAo/N18WiZ8Od5LHpuqwHWd8RRIDV1jV12C3+kU8pxJ9lZGLi4pTeGt+7tw8eeGhb9S+n7Ew15BWq9DpdOUCIFxdDF4RJGlPDCyWvSuWqFGvA6V4B0LCrwnLCzUzEMBA0eOFK2heMjyEaFr7MAESYrPTqIZKSJ6Yh1ZFGtUaePjkk4AYHQVRMZ48LozGLL7kHsSHrY05HCG3cPYOe6BUr3WwfS+P4bevDVE3PIS1Y6kA7hBzZ3oKb7+NITQ3jx+VFUPCZ6G2wpC+x7C1pMgkhpQS3RGMQ1vSWCkRT8+UOH4LgeDD2U/KImph9YAm55+NAMbr13BqZuSkJ4WyqJB/q7zurG5f2L98foHknKeH4fjpQnMV61Gow8FuKqhv54AumYiapXR9mroVNdPljgWKacKRS9YjO57XoOLM1Gp5kTFHF3PAUv8GAgLnTfa5VVhee6lhwhJnYvJANwIfvFX/xFfP7zn8ejjz56QZm0e+65R/7ls4yOEDshvvOd7yx6z+TkpPx7MV0SbWtb29r23ZbYjWR/CCRlp8S5dNCv1KLn2NUoWLJbiH4255BJXSZ3I/uXg5P408dOy88EmtPVeX6siF/69Ev4xx+/TVgGl8Y0J/N1vDRTQdLQQnpijltVUHMDHJuvSSJ1tGTh5Zkq3rajC//99Tvkd7Lc9adMvO9zhyRx29plyKQv5X+ouhMBVVq7+XLbdsM5Wg17sy6GXrABXKEvyv0yScrx/N+PDWFLNoa7B9JYl4phXcoUCmfGCjZjoEj2snGIOpOi1Lds0Cg/P1NaFqzC+YkkYymRcjmyt32JOEarloxVGguEhSMEOsRUFZYfSgK16lcTcGBRkpNJbCfA4UoVBWFHjPg4ojMJGUBopF1e/JcFuR/GFkya9cRMFFxXEuONi9GUzAmBERd5EVrexcSkeKVBgAqTthHAgvO35DNcG72miWk7lGZqvg4I2IKvbUmpwhjTrfWg1/QxYRFIEsrkhI0CwI40ZW18FB1ycQRIG5Q4CvdDUErZURugFybQgZzBRKGCCs9b4heCvVWsT4VrkvJIBLhQ8ofdqhUnjPUY+5wqu9iaMWTfUzV28/nCEiRz6weYqoXsPWlDR0KLwSHFs2oiraaQ1jLQlYghUhGZHwKCbOFE5XUnOMNAEmkBsYzXpwXA7go7SyPWbMSxUcNCKyRfCIeExYjnx3gwfI2NJYwCKQu6IEYUgYPCBHnRzyOrdjTkqSzEkICBswEmvK8wX8ItYpKcL8xDSRBkZSMQyV5eBxWGaoYsRkoDRXTOtePD19wQSRU0cgdKyCBEYE8r84zboDRdqzHNWmJWke9woxPxSqwd07StbW1r27Wp0fAZw5wQZXPYhHuhPNJqZVZhQzSLx2TxYn4reuYzl/8XR4YxUqmJnxyxD35tbEZysG/e0LuoMSCyJyYLwpbXQSBHo0ZBV6NMuRG3LvKYE1UbaaOCX7ptUBhQyGa4oyOBb48XBQTM97T6r2RAmbdc3NSTbAJVIrZ+mjewDerJefHdzwJ1L5UbFQkXVXLq9NOlhhQE+KsDE3jo1Cxu6UljV2dCGg0YD3A882SPbwF4CIF+AMxVbMlZ09hg+xxB/C2Al9YaTSQZS9+OUqaXEv/mUjH0ZOKYr9gi4yMMhwRFxHWk4wZqdigHRPmbyGVjIzZfn6k4iKWSmK4F+PaRydAVDwfXnCyeY5ks7o3G8WiiWDsQ5UiROQ1PvCthiqzQyFxN/FDZRfSfOMt0kCPIUGPCmxN3bmMtTupCZF6dLIRxl8ZyWoPyo4WOv78zhcDzMTpXXtgt5VoTMRjZDqTiBrZt7EBC0/BTtwzif+RPC1M9r7d4wgSYJA10dWcwPVMXxh0y1mi6iko1rPvUyUhCRlFThWGoyGUNAe94BK6UQhmkhK6hpyeGrs4YpmbrsG0fmZQWyi3VXAGzcHxz8xZ0U0NfXxJepY6JaYJ+VKkXCRN+2cHIcAlbtuWQSmi4eZ0P3dawPtWNO/p6cUNPSnx8WnfMxOt6u/Ht2TkUyOLv+yKRtT2dQkfMwSMn5/DQ83VMzYbgNpFU9UPmVVmPEQK/9SvRuETCZsMcRUAwVliT+eyROQGqRJJEvBwsDXE4p/IWvjY6hsFsGMP0xBK4MzeAhLZ4bXOfbEzitm3bNgFtMR90PD+Fw9UqPAUooA5D09BlxNAZT6LmOsg79fOCVc7UZnGyOiN1GFnzAVD0bGRgCmgmozOmc9BtpJCyNHhrIyRY8w3F1Wr1FVWjWTNglWvdiUgEGh/CEcr1YhkyVpMeIgvGRBsTJbkcgvQLL09iluASk3rY4Z0ybarC4PE3z4ycE6xycrKIWCSETQegaqNmkT0CiJkaurNxueGemijgk98+jl/7wTvOGpuknxo37uWMnUxMlEbdfPja14SNhQm1cDitnM/nsMAX2rDhyRAlfGrCljF97flhmOkUdm7qQZ3MFw1HZ7mnh3B7NDJls2Ubjx2fxY/evRiswvlhAppf0st1mO/clMPWriROzVYwkDaFsYMPQFL0vXp7F/7lxfBLHiXgZP6IxHR8/N13RuUBRrRxMzG9DGBFmEok+Rc6h8tOGXUWy444l3Seoh1G6OjGtJz1meUsouOmMXFKthUmq1NcY2Qs8dj11+gabdXM9CFMNnQM9q1LY2KyiLGyDYNAiyBAWvXRo3mYVKg96OIX37wbI9NFfJZzpPHhzp248Ogc6LFQpJA75UOG05ZMQKMwYcOZ0xM+vGoNnu0g121AicWEfi6tAesyBo7M1JCJaSIDJKfERL5kOjVxnJpgmmRK6O+4pqgjyJfJ0BJxWiuaiXRXCp5u4sxwCaW4jt7dWfR0LqAfaTzvH97bj9vXZYTKno7J9q4kOpIa/vehERx+eUJo6rIJA9WiJ+ORc4n20epULndxOA+uK8lu6XIl16Ag9EOmG3GGPB+K68GR87DFASJA50S5ioFkDHs6zo9G5/1S7UqjrhVhUraKK9YLqcTPFAvo8DyYSUoazSHVGWt2EbRa1a+i6BZFZ56Jb655O1BheRYqbgWGaiBvFVD3HKESd7odeNrV15S9GhatobXiCC3tQrzUc6V00L/8y7/g4Ycfviia7SggJhCQxkDzgx/8oEhQRV31X/3qV6UIS1Bm29rWtra9Uu1SE6e859JHJVjiasj+LDc+2kqzRUYa46QeXQoIj1hV6NuSKVFMDf2psUId3zwxi7fu7jsrppmo2AJqSJMKpLGfAqVIGj4sQSwEiVdsDw+dnMcbtnThrgajCRPCzeMvgVQsx2bD5yZjsRnfgH78jDDs0b+7OJhEOLY8tcobSdsj8zXZ2AnZndSwORtDVcAerenOlpQlWQ8bP/O4L8xVpCMx6qAM36PIeJ9++mkpHvBZezlJj1u6sjicL4cggoYGJwE07ELrT8RwstLCfNGSUGcD3pfGZiX+YAK7ee5NHpSFuQiX8PnXMamImVCsE+yzhBWlibtvAlYWjtW6X3H3W4A/fK+A0QWEHzK3WNIBuXiMC2MIUHAcAWvvSMcx6xRRcUJ664SmYGtGxbY02UI8kae5ObMBVnASM1YYa3AO42qAiqfCCXx0mAFMhT8HmKj6KDmG+MYcIBOaSd3HuqSDlKFgUzqBIuNcz0dGjyNjejAE7L8A0mFnZ9kJQTHC9NO4DsPURo8pAiIhwCg6OXb3Mnmat3ycKPo4XamJHnlW93B3Vwo3Zxf7sZqiowNdAlZxA8YeKmJKHJZSR9Epi0RoXDFgqq509DFOZFI79IvDMYbROEEdjevAgkfQIFRVybBiSAFnMWdNiCAK0/gNkBJ1hOSzvGo+LNSgQZcxncvCLtEM4h0GXMWRfQQuCwy8Yi4qRbJkagI40VxL/NDlgBoB45OQhiUcX0g7hICsO/yPDQTCUUMKTmDdpv5LbY5dNbaWErs03psvVzqiHdO0rW1ta9u1i2ki2R8WXa+G7M+1YL/n+ZKVhHHNcoDwY8UKRit1keaICuVkl6Yv962JOTy4rrspqdE6tslaKJ8SxXj0P2sNhAR9cTbBRnHOQ8Pz+Pk9IZN+qy32jZdns+H8s/DIusdLByclTmI9JeSMu7CxzsC88Jzji9TQvONhft7Dgbk6ahUbSdtBNm7AasRZrfvkuXlkZxStnNDIbPL5lyaXBauwUMoYbNOmTRIDX2r8u6knLez/3zgwhv5cvDFJgcj77F6fw/HxQmOMDdnLKK7RNHzt6ByME3kZH1nrQZCM18JK0sjZM1aJZO1DH3eZyVdVlNwAdrEucWvLjLT8GPqYZ5mslaiRlYDphc+zpiDga4LdY5o0QEttbLn9sDm7WJPP7FiXw8DGbhwYIbhFQyydQHdnEjfv6oWZMQVU8aZtXRjJ2/jrZ0bh1UL1A4JSzJiKQsGWegmZUFguYaPv3FwJtVrI9sMp4JpPpQ2kUgZ2bEkgm9IwM2cLu+Gu3gxKjIf0MJ5SIgb/cghU4ddGAPhsyJ63kEioqJQcGIz3NQ0651zj90KDbbmozRdx+GQejxTqSOg67t/p41Vv62l+/yLb15nFYDKOkUpV4jAyTfbHDDw6cwxPHbekvtXfaWBmth7WEhv3j1DWdaE2I+uwWboJ143LJgJDQ0dXEgYbZxprnDWaUCWh0XOshmulbNlI6QkYio5pq4Zj5Tz2dYQMkecyArXMziyKQREmqWkIvpJmER+TbhmlAiWIdMw7BvqV+KKmoMiqno3TtVm5p2T0MEfApoQ5p4KyZ8PwyJzEuFaF69soag7WBY3vzhq0tcysstbjme8asMrFOkK8SARKUHtpKcq11ZhUOFWZxOnKpFDf9sVy2JXdgLSeuKrju1gjYo6LhxRPdIKWo8Ubmq+FlG1Lzo83ZRbJz+WgbenL4OljU3DJjFB3hB4sYvMgQ0p4Pqps33xxZBFY5d4dvfjIN45gsh4+sPj+REyXeX/bbRtlDogw5gJvZbN58OZ1eOb4tCAhy3W7qfxzXhOQyfJzapcreOkEIZsNmZjlrAF8aIJfAfzR14/j7fsGBU0rr1Gfvli8Ykp1yvlQb/E/f/EIRgvU2Q6Tjrevz+L9d23A14/OwmnQvjGtJQ88YWOgFA2vUTiWVlDJ+ablfFa1zzW5Cwlcoac+z15l/KJbGZrfkAViZ6uhKwgiHuvm+xeDVihr1JnQMV+2UQsU+NUq1qUNxA0tZGghItvzcfOWLnRn4ti5vhPqc2Pw7JAJhw68pxtQTCO8fo1r6RM4QeCZSCCF4ud8v5ZMwvdL6MjEhWHEUFykNR9D4/Owai5g2YhlkrAjHEgjWyra8X6oLe/4mqBTiTbWRccwCBHlCrsd6aBqcM24fJYodXbA/suBSRyfqeKj793X/O7QuL/dPSnZIjtUqGBiugTb8pDriIsPSQiHQ1YXwpR5ovxZNLLCTk8B6cjrLWtceAfrwiyTTsaQIeglX5fiQEu/qZxHR0aHo7qiadhppuT1RydKeGY6lPbalY1jX1dCqPOX2mi9KENI6Sbqvg1TY/8igyYPihrA9IDpMxMYevkEsr0ZpHNpZNIZ9GR6EdNiqPv1kPEm6tCkniX16BUfdcfCpDsH2w/p4eU+lgbmMY9BbxCmtrbkgKJ7/1pxhIjavVywCmnlPvaxj+Ezn/mMJBgi/UIyaNEhZkGVf3/rW98q938WJ3/lV34FDzzwAPbt2yfvfdOb3iQOz/ve9z78wR/8gezjN37jN2TfVxtY2ra2ta1tV2rLaWlfjXiBwAPeQ1mMu/vuu+U+u5ydni7hw195GY++PIZswsQP3b8d731gp3SKXaoJs90KAvAZgxw7dgxnzpwRGtMoIG41Ju4mitYiPyrypRjjnJkPwRFLx9WXNKR4T2A4fTKCutkdJO+NgBYCWlExX3fx0nQFGzLhM4ZdXVtzcRyYJugjdLXIPiFMgqqCOwYyEh+wm4/Py6ibL+EzuWVgokqJkrC7cGHuzj0P4uMv455zGc3XfJS9iHJ4KQ9J6LMv3TUT2F8dmcM7t/YuOgYbBZg451xfbsH5plwarxnowuNT89K1STNVFa/r7wzpsRUVrhToW0HVDcA06E+H9NchW8n5jnT+7xD/StmkpSffiDjOmqno9aXGqIszsdDawNQsO07DbsRQSmh5hha+QqnTrK5iyhL+R9za6WEwZUoswLXiBg5UaEioCaiqAQMKsuxK43Ho10PBRI0ddezcVCUOUhQPVZeUzWw4CZlqeCwyrJyp6NiX4z5MZPQQqMOzpZgPp4PJ2ZypYaLmCIU1552JUQKduOZT1G33ApSiIK5B6RnNGP89VFBQdMgMEoJ28o6Nr06Oyxq6Jde1aA4I5ogjuWhqCcywvDAXwMRzzjQxWffCrkKhWQ/nm6AujinGAoyqSSwcUczTKC+aM2MhmIVyRiGHSYPhs/UqsGHCkL9yrqlc78JBBcVwDFBhIi6sL0uBZ/yMpzDt2gDEUH5IYEpM/JrwbR+zE/MYPjUqifjBdQPIdmSQTKQRM+Ph/Z5AmUWrrtFlyQYBeBLbRMaO1s07N8BXHWje2opn1lpiN4ppLpdZpR3TtK1tbftutmvJFkkpTcY0LIIRKLFcfYM+yMF8CU9MzWHesrE+lcBr+ruxOZ1cFTUaxmOs0XC/ZLmMx88u4k7V7NDPXMpkLVLqnsgzdsXMZtNsZL0JA4fyAUq2I0Bk8aUjcu3GrvgZ+q5HC1WJewg0od3clQxZPCwvTB3zfWrImLCvOyWMK8zRnTx5clFz7r7eFL4yNC9F9qpLb4YSNo0BtfRPnrVmiIGOGkFbWNsTKRN5x8UkGd4p05Jo5PIbjbp8c6FA9vcWDz4I8IWDE/jX927Czr6F/CQBTVwvlKu4Eubl3/yh2zFbquPl4bz4yTzyzoEsPvAjt+MX//JxkfmhDEqzWUACwlB2idIuEiIQeMN4iD498/QLk9GcrLAZ+Rw4fAFyUyLGCxtPFznUEQAllFwSRpTm51rXkHTPhuAHP2QxiWD2cVOTOgsb0M8+9sKxyBhjpjIIcjmMVBV0rOvGHTf2IZeMISH1sQATdQ9bOgwkDB27exJIJHRhSWFMToBKveahUrEEXGNZjTjI81GtkkWncZkbZbxCnnU/BetuTKOzQ8eGnixM1UCBjPq2I+D/XNYU6aByxYVl+QJe4Tk6ToAUJYUMBfl5W843ZWqh1GqDrUQ3Aavq4MX9cyI5lCAlZxDg6y9P4tBYEZ/6t69GX3bhO8p11xePyRYZ6yT/f/b+A1yy7LwOQ9fJlW4O3bdzT/f05DwIBEAQIACCyYQZJIoKJmU+WZZsWcESLZuSKZG2n54tWVQiFUhRFilapEQSBEGAAAhwkCYHDGZ6Oudwc6p88vvWv8+uOlW37u2emR5gGqx/vpq+91bVOfvsE/Yf1r/WUiPAZj1FpWDCcwyUSzY265GAsRg56DjMoo4PrwuXkk6pSP4IeyrftwxMzIygNOLBdSyMOGzSDRTrTQesn8plVHRTjFVSVMMWZr0xeIaFU7V1LPmK1XS3V8QdlTGMiBJAr8232SgQY8wuYDNqS2MwQTxsGDBcoJgA7eV1PHXmMuxRD8UJ1mgqmBubxahbxmZIuSr1fW0TbkUmtBG00KAUb3Y9RnGMhpmi7kQ44Ncx7b2x+sE3024nAH7jTTQUvx3jmdsGrPKNcIS4oB0/flyAHtQ9nJzsTbZo44Pu2dVTuNJa7iSba1FLfv/A7EMYc8pvaHzc/5s1joeSP2T5OHbsmKBIt5u7uVFPLQR9LBx8wO0d9bYFq/yX7zqMP/r6NVmUufxRT05njfjQXav5KDjU9ouwsN7AL3/mVXz0sYOYmyjjN/7wFaRhiFSSbxDkZhAH2DdZwt6KgX/7W3+Ie/aOCJsNnbfNho9LS1V8531z+MU/OI6rq80cZjdbZbafjZ0nSwr6hF0mCumadzBEbqfrQOndUDLpq+dX8dF7d0lyg92q1zZDjB+4G1dqKcbGtjKa3KzdPzeKX/1zj+Kr59dkP/vHXDyyd0So2R7ZN4qnLq6jQHYZ6r9Rv74VopGkPYwqvR2Hr+++uRERtpoHtfDsHfdwZUPJu+SlkzrbIutLrBwEP0xRsA1xgOj4Ut5Hscr1Fmt4LdFf5gLMROy4GWKpGoJYkbQyggthhPG2Dy+JUGuH2D9Vxo+85w4sbbbwe89fyYFPMgriYhEmGVTkj8pRSykHJAnCDCwjoBWCSkyYjoODcVP0II+v1XHVD4UlRTQPM2RrqVxEk5qUWSGD1zsDCdLXxUEsiVX6E2GkrgMmVBlYKGfIzeSQDIx4tpxDnsvjC3V85fw6PnhnFw1OIM7JlSYub9KBMHDHRFHYjDzHUaw3MXUbbZTgYzNiJjd7lFNTtdkgBz5QzIIyAa9oMIsJtFvyu1kq4LE7pnFttS6dkpSK6nyeU2abeOyhcUn8EiU7kpRwuZagGYWYK6qCzJVGDedrPn7o4ESmb981Mp5Q+9CziiKrFKbK+SWduGN7eHD6EEb2ljDfvo6aX0UQ+lho1XFt8xrclovSeBlxJUZK9LBm9ZH0soXNiE4WOzRZiFLJaXY5to0AK9Eq9lhbi1lvZ9PP2NvFESJq9406Qr/4i78o/37gAx/o+fuv/Mqv4Cd+4ieEZecP//AP8fM///PicO3fvx8//MM/LI6ONs4T6en+0l/6S1IAZJL5x3/8x/GzP/uzb/LIhja0oQ3t7W1Mzt4MZTb1idn9RhA1fertaI/ZFfax/+PTWKsroDTthfPL+NJr8/ilv/wBSfh8szoR8x2UfNZvt+4QcDJZcrBYp7RH1xehj0Y/bHcGMOkf19GJoiR3T60pMIs2KUKbpjCP8PDpt9Ffe36+ihHXwuNzI7i42ca1BhPKWVKN8jWZrvQH9o7ja5fmEVw/j4ePHhLqXdp8I5DPfM/BcfyrVxcUMKYXX7K97eCgM5FlsTvK7JbC9cctk36oSoDqpLXuOHt2uYaPHZoWH4t05LVGA/HUXsRzh9GMgZE36JJwex/ZO4OHJ0dxrtaUyTlUdDBZ8LDQ8lGySdWsCv/03xzDwGqbrDAKAJFtRY2Vet+DwCa52GybUeR7Hbf9FA+xaJkisbPTtrgNoWKGIcAOXhPcKjXYe/eprEvEnaKYxIj8AOsRQe0Gnlq2cbAd4pEpA4WM/WPEHEPBLOJSax7tNAQJTAlModVDAyu+izhRkr3qPCqmEYK/OS5ttsm42hLa9t2eidQkLIivbg6EtM27iq7ISs2TdjuTYTIzEBaLF2FCxtQsTssFwvy9GRmoBqbs1zUZ25ng04Vg9GfWV/DA2ERPIwz3F4IJ1FiAMg6U3Kz6jJqlUcdGkFiSgOZYGA+OOTamPRuLLbKypLIPJ7uH+QRkfDRbKMh2GBtwywaBH5nsT/8ZLJgqsaqg+ZwRNS8mbPmZ4BWCaigPlLeuGJEJg9dtB1ii4u2CW8DBfYdxYN9BhGlbJEv5zKr7G1hmp3A9xL7Du+ExDszyH3pUCbPxurKTI8WUZ5UZwYh3Zn55O9pbIQH3dk3uDmOaoQ1taEN7a9nv86B1FsIo0bedfWF+BX9wbbEjobjcDvDKehU/fvQA7h1//SwstxJ8z8Ldq6++KkAP1mm2A3VOeipe0wBibfydQJNKBtLpj2neOT2CL1xbl/qAJnHIM84xpqHfRhAL//756+t4cLKCvWUPX5ivdhhPpMFTJGrYdGjivkkPv/3M1zHe3ug0PpCJgTHNvlEP+0c8nJAajdpTD4PEgPBF1bG7x6UwKF0Gd8+zhT2eH2zUfbjMm9MvDSPUqz6CgI2PCriidmOgGSZ44uyqgFXof50+fRqbQYLJYw9ixaxgJmsufSO2Z7KM//DXPoQnTy3g0nIds6Me3n3nNEqegw89sEf+VnRZ80hUHcIwsZLYSAoFNDg+qhgQd0yFgFZ766zkACs3NJ3zzxuvo+wa3TVWxOJ6Q8UJPUCV7r54xVDCiLU61uw8NgObqiGckkpSo8l/RXZL2Rzl8+7ZVcFiw0cz8sEe57X1Nu49NoOjB8fhp5Q4NfGhvSNSz/j4yRUFQheZJMXsWKv5aDS69RTGsLouRDYVXtedGpFBtYgIQc1BuVTGYhRgLaGsEGVmVZODY9o4dscIXn5tQ+pPVlb6IABjbMSR+J3nhg3TbMouFsj4wRgmBfteW3VfJIYKnoUR15bYouCkmN9o4beeu4K/9KE7O3PBcS0HLaz4Ldn3pFvAiG1JU4ucBpGJMrFvTxn+lSbabbIdmXA8E+NTJakZLV3b7Pj5XsGRWhPZgsanKhibKkvtj7JblJEi++mmNHn3XhtHdvHZGQvLCce0GgYijcvIzYaFlaCNa+0m3je1G6NOL+idTPecbzY0BGksIBU+EcikyTrYQzP7se/gKM7Vr2O+uSKSQMuNGs5tXMVo5KFSGkPkRUit3rpnwXRQMyIE0oChmoVE8CBJ0TZSHK/N4zu87lzeLnY7Mqt8q8Qztw1Y5a3WQ9zc3BSUK+mObyT7s+xvCjBFHtxZ0oEPiSCOcHzzEt4zfe8bGh+Tsm/GuDCT5oydfDfD8vH99+7CLz9zBfU2FyommyDUvnRmfuxR5QTqxSKvP0xkKSm3ECldNaFDzuRQVqoq4asdJ97c//t/fAY//7sv4TsePYwvXq6jVCnBZmE5VB1UQauNhctV/PS/nRdWi7sPTOPn99+FTz7zCn7186+h0Q5lMSANd4kSLRl4lJ1ksoJZBCAo0EwPaELLoWxFUqh/81IpXNHyUiRyPEwgKdCK/mjTj7DRCoUC7+nnX8Ivfc3H05ebSI1nxZkkgOLhw1OYrHj47vvn8P67Zl4XYISSTB+5e0bmkudTL9R/4d37cWa5gbVmKJ2jXIjZAaod8UGWB4LczBhutsdXAL8dJHTfnOeMVxIT0O00QTNU4+XYifRW9OqKWl3vm2eTun90hEYKDhYF/EGgCxllDCSug/XERjFs4113juPHPnAXnr3ewJdeO4vFVgzXtQVhKylF14HlKsYegpEEZSzdavyhj6JQ/MVEJHuurTdxdamG0DBRKhVQcm1EvP7iGH6jhb0zo3IM1bqvqKqpG4gE7YCdfuz6oy9hiBYnQSyU0iGwhA4GHR/RqC8ooAqNCWGCRE4u1TtgFQK4fuvEEl5ZbCiK+DRFwdnEI7srQjf48kQRK8sNjI8TMZwBxYTST2hdYJCiut2G4RWEgrALwpKHhLxY0Di2a0zQzaSYIztS/kLg+S1VHJH1olFSiXO8GQB7SzZmM2YhBjsX6wFObLbx6FRvx8KYUxS0bgkuJpwR+EmgaOAR42hpDuPOCNbCVfhoY6QwArOonietuCV67c3lBvwoQDWpouAUUPAKcDwHIZQTlH/+WlnCNzbYCVoDvNsLrMLnZJ628+1udFA069XrtRuxCdDx+eIXv3jD7VDK4lOf+tQbGsPQhja0od2upsH3g+Qeafw7O9/4uhFonfZ//+7L4tezq0oXmCm5+ekXLuHLr83jO+7f84bH+GZsdXVVgCpk+WADwaAOSm08vh99eA7/9CsXJbYgC6PoVocJpkoOPnzn9MBYkD4MfS76c0kOdMJZIOPERluBXTSe5PmFGl5YqOHAaEE0ylerbfETqcGukr8qufvktU08baQoOrux0SzBrfn45VcXcWZDJbeYcOZ5cg0DimtDQSok95qNrYfl+SYsj7cnsLwDWs8A5fncsMYekAqcsdPpU6fwwvVVPGEeQHPdBjbmBZBx57iHOfp8RRfv3T2KqcLN67zTZoqevBgTkuWHtrvo4bHJUTy7Wu0wlNCVpQ+tuTvyh86/c8A6x9x7Kd8IZp//3IA501vIhYr9CVq9P8Y0BJZQUiiOyf7RZVphrKMYPXpNAVbYSecq/zeLpykrer4GzDcTPDgG3Ds6ihZG8VR9GQv+OuLUxIiTiC/OcHqlbSOKCZJJBJjF2IMdlkFCxhHlP2owkj5Svr8Z1WBZieiH24aVQTjUi7HLnaMjaEY11HnPWF0QTkIZVQJIXEveIzuOnc01r+8wJUOJAnFpQI2eh0ZENsawkxwN0wCNtCZgED3BFlog12LZKqIeNTNgTHdswpZI5pqsA3jCc7HS9iXhrME6jLmnC648s2xJzTrCnNJMmUvZClXh8VNyRw2BYBeVnOX3CHPhqNgTTGkggmnyABH+rCI4jk0CvU7kKp2SSZYzsmOOAo7toOgxdxAjGgmxvlrF0vwyRicqEm8VPE9iGjd/P2UFl56rkOM1eXPcHklSbfmc0dvd+FxivuXNyADtZMOYZmhDG9rQ3ni80Gq1JBbQ0pQ7AQurQYjPXV+SFZS+g35Gk93uE5fncfdYZQuj/M2M782C7/l9svZfu3ZNWAtvxPLBcc4UXAHaMLlMv4eAXf737pnxDhtKP1iFspdaYrTz12yJqmXge+338nO/f3kNn7m6jvvGy/jStbr4VeMFW+R3VKwC+EjxG2dXYRoepksHsCt28MKVDfzO+TVUmceXGk0kgAeeR6a9CTig+8Jt0F2Sf3OMeHRsyThB68an3bW0A3bNcqObG6pGpnx1slIo4IRmqKNPTmAEZV9ZrH3+hRfxhWoBT29MIn12HgbmMebZuKPsoWSZePfBcXzw6FRnHm/GKH3zHZlsEq9FHUv+mfcfxROvLeDCYk38cw6LAA6zqFjQ1fFqehsLhuci5Xd1nepm7UYfZd0BZIAwM/YWFimyxm4d3OZrQ6USjLghtS3Gszx/zbY6ppGSKyz3nTnP1BDIxlEqeVhoW8Kc4VmpyDERQPTCi9dw9eoGPvTIbnzPkSmcurSB35iv4euXN2ESyJFJkJIhvtHMFBYcxbZC8BHrJXyftQm6j0mSNSwIC0yK5ZqPdZnDFONlBarntcZoJSTzykwR7v3A019bU4xElingk5gxZpQKAGT37hKuXq3D57FZNgKfMRkBKwr85NkE7XT3y/j/+DUl86TmIsVrtTWcb1QF2MGJ4fNkrlDCXKWMw7vaePVSBNuKhbHedGwYPFQrhVd2MTJaRLHkoFVryzWtr33up1B0MDFTkfN3dLok17jdihQ7aJ8VPaAieAQVezLuqoaRgNimHILy1dhXwzbONjbx6HivNNCI4yFtqftnxi2jlZCJKUIzjnBXeQoHiuNY8jewEm1ipFDGZGlMjr0RthEEPsLNNlp+A1eMGsqWm9VoPLTSEO3seaRlytSlq8a5EjRwO9rtxKzSfBNMkW/HeMb+447a5UkhSpfoS3a+8XWjguFiWx6VPTSx6jukvVrbNoH8VnYharANHTiCbYh8GmRrDR//8cXruLjSxH17RvBz33MX/sHnz2KppujmyNzxE+/ch4/dv2uL9rxOPHz1tesCbiHisEaWjA7Xm06U5ZwNU2kYbsQufv3VdXK7wc/mbcxtI1lbQ7vVln6vsVFPFpOXzy/hY3/v4whCReNV8mxJCFNPLopipDZTZoaSXCGwYcRGnRRa9Ag62Vkmk5jgybjE8qaztNpJ0OwqGbCBEikIA93ahNQrEuKrmDLYGbmwjJfWVvBb5208fXlDjoYLPBf1U/NVnFmsoVR08f8+fQl/7j2H8LM/+IB8l3//V188j6+cWcFIwcYPP7YPP/HeQzKXN7L750bwz37oPvz21xfw6kIN02UXV1ab+Oq59W6yNff5LtmN+r/4LW8QTdw/dXRAF6u+XBP5SzY/zZquj+el4tkCyCBYJWBRHsB4wZI5Y4epcjbVMSgpGmC9QfYV1eWnNMcNgpKFHs0rlnE9TkUyqRoCrTBFWigClgOnVkVKB9vNEof9Ok6ZNA8743qy9nSg2xGWG21x2EyLABE6SyZGDQe1VoA4ihDUW5jwTBTLNlbqIWJSrUnWVG1P7n3PxVjJoSeLOh2tJIGj98GEaa4FUoO82BGs7eXFOl5eaGB3hfR56trYaEd4aaGOh/eP4Du//Qg+/0dnsLbRRotcbU7u+rUdpKURGPUq7HYDIeVwNP1bGClWlQwUNTni4vpGSwBDnBoOS4ZppKiUbZTKDs5eamHv/hKWVlrYaIQojFUwPdFdAJnY5jm6Ug+2gFX2Fcew5NcFsFK0OAYmyhPs8kaxtzghx11P6pIkJgKZRoevZBXRLvrYd2QfWnEbq/4qAqKFwxoSnyAgG6mnr25NXqgc8T6g/m1jt5MT9Ga7EIc2tKEN7Y+7vVkZoO3WDd/3hZaTyd2dZH/y9tmXr0g+K5/AZVKKINU/evXaNxyskgfb3H333dKBuB0o52vXq/jM6RXxA95/eBJ/8sE5fPz4IpoBk7IG9o0X8L9/913ihw6Ktchex46lUc+WZCsTjB1/WpK93eSq/pefe/YiYz3lb9QbofjF+2bKqBF1YSp/z3NstKMUnzizii9e2UQ7ZoxFWUhglWLOGeuJ9nH5f05Z2TGF8UL5Mx3EyY7yp/KxDFjf59oqEEiOUcViyxnPd9Y5+eyzz4kO+h+Zc2jEMYQB2YCM4eWVFs44SrryC9c38N/ftwdHx4oy988s1fCl+U2s+SH2Vzx8eO8E7hq/OZr1j+6Zwp6Sh6+v19GIYuwtevj8wua2ydhM1KVzIoRt5YY55pu7v5iYJKuKziXTesMGxY4o1wLlTAkypxRpDgdecSwBN/Hv+etFuDiMFPWIXWzZtZUNnP/3YwOvrCY4ubiKyFlHLPczuz9dzBQM7K8ojhDK/djZtaLy8+wcZFeh6g6UEoZmODXJdkL/nAwlEQx2HvK6pjwvr7EMlkWWQ3YVHiwXcK7mC3yDII6AxYnYQMECpjwbE54lMV+LABaTSU4bJcvFtcZW9hJe1SLZk2vkaaUNAapoeR0BdCGUcZXNMsbtUNgS1/wAa1nhg+eEMf1aoCAle0pkTwFW276AwvgzOzfLWnrY4LZZWBnclEQoCz9AuSXuP2QXoUGwmNeJP9Q5IZye/5G5sZtHEd6W1EZkMFeiACo6crVSBWxJDR59VpnRkQlZZGwTs7tngIjsLT4idoRGIVpBEy0f8ApeDrTS/7S5PY3P2J3AhW8nY2GLNoxphja0oQ3tG2+MFxi7DLKlpSVpxN21a5dIz9woV3a21hAfwc3lvEUenv6DHwr4Yxcrvd9A8D2bkVmj4TZ0p/kgC5MYZ2rLWPbrGLUL+LEju/GfLixhoUkmc8Ww8o7pcXzfgdnOd/pjmnPVloCIKUNSlziCfqsCUNAyZQ71Xfk9xmorxR9sbnbeaMdAwTJRsg1hJuE2BPhjmVjxI/zDl66J+ryqG6mmS84Oc/RpYgrbnxSnDbL/KX8g77+HrOUkqQADOn/si4ulGTprYKW0on6fuemREU9iLr7XqAciCcRPENywulnDU089hTPeHJ7aJONELPFLK0iw2AiwUPPR2vTxyROLePeBCfxf33+31GFW6gF+9fmr+HwWT37krhn82XfsxWRpcD0tH7/PTZTwy3/p2/EbXz2Pr55alAaG4lgFHz+ha4I5j46/uw7StNitQ7GRtNXL7rmtaUT6IBdR4ngT63VfnW/6YJ1al27i7gJk2Ehcnp5EtLGBVitAGJMBxECl6GCsXEA7bCIUlhX1Fcq58Ju+U0C9SR9ZtRdwXwxrWBOorjXx7DMX8dVnLmEjoqyM8pVtx8TcrjIKRTer2akYTpha9OA1IJ5SUnHOL7coqeNIfF3mhRcYsCqGgFyKtiG1JF5/3NfsZBlH9oS4stREbJoC7Of2eBxzcxXs2l1B2bOwNr+BTT8VFvnpqSKut9tYXWnIvZM/x8wjTFW6zwuylRCowhhn3FJ/ZyMCGUwOlMr4rvsD1Js1XFmJcGnBhx+wYdoQVhrfj3H9Wg17949i/+EpJiCwudYUVhXHszEyOSJAnaJnY7LooBokUBw8rB1l15wwORqYHDGxVAWOhAnqzRTXojpY+jo4SVbIDGyTxWLzWe0nb3sKFVxubgpjCms0SqjIwIxXxtGKakZdCymRyiYG5cvz2ig7BSRmgj3ju7AXNk5uXkMr9LEeNBG1qnJOQspesU6b1Y41x2m32nd7WT9pw9vdGt9iNZo/1jJA7KQgFdvGxsaOsj+vZyz9OsdvZnw3ewORupka44PANnz/iTOr+PTxRXz9ehWnlurixMlYXwTGizb+8Q/dj3LBQTOM8fCeUUyVuwuzvjHzjhC3X22qhTDPOiLHIYm07h9Y5DfolGlJElnR1CK7YXog4kT7TWs1dt2ph9nSegNFz8HUqLrZiIaUr5Oxws7AQEw8xTGqa9VOZlGYFwyKSfPNLGm1nWObz+hq+RR9nBqJynPSIgowBQpF6b1aX1vFHd/5ED77iS93ABVtsoBk88p/2T3HIfzakxfx0fvnMD3i4Uf/5dNYqweyOF9Lgf/9kyfw9LlV/PKff8e2tHR54NOR6RL+1nfegfVmiH/2xAV8/FKG9NS5sc53tm5H06txGrvnbesHbwbkKwj1iA/u/r/np1Q5MEzgVgloykAoGp1bbaeYIZpWtLo7hyGMMZJcl8Fk72kwsmkKNV0tSEGANY+haClmEznTjo2kWILZbHTQ2pLdpyPff5zCsJIVAzTVnO9LAjGlM5YBoXhyPduUhbdN6vJ2A0U64lEKn4J8pOJTekAKCBIESCenMFEpo9VIZLxFy4ZjEYHMJLApMkhEA8s8+BFGCzY+dEx1/dJOLDekmKGBKjSi3Oc3mlidT/GOmVEc+JFH8LtfuojNk6uIMjYZVVkhitpC6rhI9cnmta0dVdeFGarzQbT8ek3pGrIrWH/GtolATuT+aVUb+Oxvr6K2ESCODdhMqL7jMB57uNuprTTlt16/404RD47N4UJjDdWoLdfD/uI4jpSnpcszEVae7YF9PKYZdwZlu4xm3BSqbr54jq4HK4q+m8erzqhovNNG7RsX595udjvRy2nU7hvtQhza0IY2tKG9cdPJ2n6pBTKREKgyMTGBRx555KaLhfSttnP7Bq3tbyVtNrvcmZhmAXEQ2IbMhp86tYznrmzg5WtVrDSCTu7u11+6jkf3juHf/akHcXXDx4hn4eG9Yz3H0J/YJXiY3XikxlbAghyjCRPc1GvPAViq7RDtFhNtveOm73pluYGySKgaQsNbJW1v9j2/HmBXxRPfjzGSgB/STPaSdfRMVpJ/q2XfU+NTbH03nu8cCJrb6aqz6kPp7DOJDLi2Al6kUQh3pIh6ZS+a59fkszx+dnDqY6Z8eYWJ7yDGr55Zws88dgCfvLSKT11Z60hdrq1GeG29iZ+8ezcenb6xb8Ak2kMTI/I6U23h01fXlCRSJwrc2QgXIHZDxZxdPg4dUcpsZI0UWmlmC9dGNmU+45m+2D3PUqNjVG6V/zaygWowCt8hGL+/ISDr+RSwSoan7knYk5GkzdCBCBDTQhEJCoRCGOwSBBZaDop2C0VbfU+knDIWGn1F6vHlgTZhYsI1E5RsJaWjGF+SHOzCEKCKuv4SjNgGdhXZiEOQijrOsg3sLTPhGMEzHez3iogdJfJO9hRSb5/YDNGk5ClIK29KLMHr4b6RcXj6GSX8JREs4WXRKWmeOwsBfJHcmXImUbJKmG9clbF1Ol2ze68eUn40QisKROKIDDAStqcRVvwUM8VSlghVwj79mfxMLV5iukbSFJZHladI4ZguJp1JuMLPvnMux07VZ2KDESdjfwJVXFjpzbENScIZBdi2C8/mQ4XxbiKSQRIL5WiVdI5DndzbL7nLZ/92TVNvx8QujczKQxva0IY2tG9+jYZ+OhuJr1y5gvvuuw979twcaH471hTtEeQldd7M+G7WyMROVpjtwDZL7RrOEqDSrmPZJ7C3G59YMPG9+w+ibM+hFkbYWyoIm9xOsZaw5JPdRLlrGWFb2vVhs7/RK+K3gjBFMzD7vFZKOiYCWhECe9OAzw1ksVM7c5AnHCXrIu9pcHbGgqEA3qo+wTw7vSSDEpItApVT2Blzd6+pnLA0w5JFT0DLqcikjI0XBfAgzcpxgiiM5P3RMQVcWRMp1xTt6hoe+MCD+KWvLotPys+zZsFmWJkKAhzYIBrEeObyOj5xfBEfOTaDn/yPL+PiWrPj+/3y05fxxXOr+JU//RBGb4JRctd4Ef/D992H//aj9+CXnrqCX/zSxQ5ZnpYp2qJdqgMN+kps5g3IYZMLLjoAky4LfE8T9lZCGsUoShfVyYAq2niN6FpA9vly0UG76Qtro+EQQKNARq3YwGiiZHsY2+hxSuxRLiOwM19YF3aEVRFIGw00W22cWkxhFgoYmRqFzfpHnCqgxkIDe/cYIncj17c0xaSq5pCrQfEQTQZ4PVNkwXJM6bslc2gUpXBZ7jOBgm1IbSimzKpl4dCBCSy1EpEaCgIFdpqaKWNm94gAmg7tKYJYkdWwAKptebaDESfFU6sNifEJFOFY2IROltaPZWoTtJWghTBJMO50ASyUQk2SANdrCfaVZvAXPlDA7z63jssLvjC7KLCVupb9IMbaagvmZAHNdgKr4AnIh3H7xmZbajDlkiv3DvMSZIQqFKyOLJf0RpuGYqFJEnzhxQgbNc4ZG62BpQMmPnjvWKcxWuSXBjzzCFB5bHwOp+urWA1bEifOFSo4VplCpXN+E4lztjzrpU6X4EBxAhW7gJWghiAJUQ1raId1tHxGYny+pBJjyrFn8euMe/v52TpndLs0FTeGYJXb0/odDc1EQnTre9/73tcVVO8tTuFk9bLc2GZf4X9vUWl/v9nx3YyRfuy1114TR+jRRx9FVBjBvzu+iFeYMHVMfPu+MTx3Yhm/8vQVkfrQjLZCr5slQjZaEf7m77yGP/wr34bpHHJQG4/lStvCLzx7VZyNdx8Yx1jZk0WfABI6faQaVi1u6dZjYMdSKUMQZ3MkIAA9knJF0KQ6SSyuFLvFBADC7qNYpIE8rkhNRSEti5yZW3hz2w5JlwdS5hkAKYi1c6Uztch+zz9wAj8DtuTOmwAVxENT2263kHoFYdv4rnc/iF/60hU0mMHVK35fFrTaaEsBwCu4+NzxBaw2Q6zWA4yV7I4jTQaPPzq5jC+dWsYH7+mipHcystT85K++LEl6DQqSxG52He5kXDAom6IQgjxXXWeBX9Xj4tT0n0ZxYGRKUvikM+uwWGxN8OZlF+nIiKMz4DjI5pN/S05p/qN9X6PGYJ5FRlC+UMw7pLBjl6PheWjX6jDbAWzPgyn3da92Jhd36VDNMtgEp8h7jo3Uz2Ss6KRT21CQoXSAYphxjIga5JEhTD9oh13UMreRLWZOu4mZ0iTOroUSaDCpG4YxDF63HhDCxnorFOd/oujgf/veY8KU0zlPfeeS5/mV167i2Vev4kUD2DXi4p6DU9hT9HC64AjloxxX5uXJKFw6Ogq8ImhzPZ8MAmwbpplgg1qRRoqWr6geeT8TQBIxWR2naDYDxJttuAZwx9QYgtTApbUGnvjqGVTKHu4+tlvowfkMOCoFmq027ZYx5ZTgJ5FcX26GzpXzbZgomkXU4qpQeOtjjrPEt2cqNqOyVZZXG015lewi1uMq6oLw1mUN9W+BuvP1NuaD65gYn0ShoPTp3+52OyF2tSP0Rinmhja0oQ1taG/cpFPFMCQGYOxC/+zcuXO4cOEC7rrrLqHpfD1xyA+88xD+/R+dEl9HA6e1ZvVHHznwhsb4RmizGZe99NJLGB0dle7Dr1zcxG/+wcuYr/q4d3cF33vvLvyTJy/h4npLAOJ5U5jhFC9e28BvvryAn/7Q0YH7IHPK5y+18MmlM5guO/iee2azIjslTZTvxUSUzikqLkCttqiYTzQwvcfnFTVRJtDICGn15Bkl18fj80PM2GRyUDrOWl5IueKDARoEwShGQC3LOnjuutKcTA5tfT8PvqDFiQHTSjBXdHH07sP4109fzsAiBCL0fpe/bwSJsHUsNHycWG/is1fXO4wier8EcfzOhRU8NFm5aV14AlV+6cxCh3VRA9rzY93OpI6fhWuaeUUDSpSUvSFMIvqz/fPRYSLJAT+23VcK8YVJiJOlVXver0WKpST/Z+lTM3u3q8ehaMLzEQ3QjM1MiieGlSYiebvWtjFXbktnWzV0lCRSBzyjtk0h3Pyc2fT+5fgUm4jaX1ekSK45CYIYn7A0kmCqQLZTCy2Cbti9KqGNom1WHZXs/GPHrGYyAd49Y+Gp5UiKGor0hYD0Mt4/o5hZ80edny3uk34/5YHqqMM2bJgpfXVLZI6YiNbzwnuS88SkLe9LJ5PmVQUAUvsTyBKKVKgwq0j2QItJqZhIS/9EKRO/CjjjwRF2lyAJsBqsYpe3S7Yr8Yf8txXox206qZeBVvJXmz7MQT48J4YnI+sMFmocCl+ZMBx1DnhfR8IT3ntZkXkmaIWor1fhWJ4A926XZOntxBap45nbKQYb2tCGNrRvVfZ7MkOyRsN15EayP/12bLQiLCB+rHxWXaOhn7+vXMAUq9Ov094I+z33efbsWVy8eFFAKjNzu3Cyfg3XWmuyzO8rTQOphadXLwkzQ9637/jpSPDM2mX8F3tHcMfI6MD9tG0bT2+sw2y3sK9URsW2VB45F4NYhvJyo0Tg0x00BHP67ZzEoGZA0I6Iqs0oedLeg8vAxMx5Z5L2qnKjvqrK0wOI7dlkWmLMynhJ+amDYp8kC0LSTBqlVPZ6KGFU8d9GmEnYl8ouqlUfaWTg/Q8ewatNBwvMcesSTV9QFBnMxSv73JkVbLYiXFxtCgOnjl1Y5zq70sDvfH0BP/7O/bhZ+zufPIVPvLIoPnNnQoy+zuL+QI6/ex5SsvojA5qQFZ0+CVlXyMzIvzP2T8KtMYgEPSZMMlpwbuUA+lgGdXEnF7TSRwta9e7c6jx8CizVCGLpAmPY5JuOTXSY5NW49QlL4G9sSj1FA07iRhONKMTkgd3STMqal8gFNcNOQ3E7JzMk+8iGQFUGXeMiEImgJA7ddW255oSMhj21WSM06xY83MgCCLtoAjhwx4RsPw4TuJ4Fz2OkpGKvMdvActuBRyCJQTnVBLv2jeHosWmcO7uKjWYo1zwZcv7W996NRw91yQx0s0neLm5EeHExQRS1Me4m2F0qYcIhY2sTAqHSICEC3C1DZJBWVptyHIWC3Tl+1orWN3zMTpew7scCYmENjfcN70PFS6lyEK0AaNUDkExy30hJGByv1lt49nwdRdfE++4aFaYmNp4cKA1+fo46ngBWKO1EIwtLPnc0ZpexEdUVy1H2d8ZRqjZDBhdgzCnKay3YRCNZx7QzgXpaxXLA67RboZFLlE3btVWcbVmYm9wlAPE3C3T8Rph+9t8uMUJjCFa5/TXeL126hDNnzuDIkSM4fPjw675RJtwRHBvZh1O1q5mMh6KELdkF3D928BvShciuQzpyjuOI7M9LawF+/qlzoqUtD4QkwaurDSwsNBQdttlFvBKcwMVYOwsb7QCfPbmMP/34vp59cK7+6dOX8RsLZZhLS/K333hlAWWDesymOBM+HRS30M3WSgaurRZETa1LqF/2kN7S3pa78UVOpY/wZHmzKdvpOUeaCUV+7nMeuc/OBrjIZmCTPlBLRxpFsnDZgt7bjJVBO3ODiWM8fnBG+sN+/StndXqzs3h0x6BWQ9EzrEf4zIuXseqnomOYR3xTBqcdhvjquZUtYJVnz6/iH/7+a3j2/BpGiw5+9F378Vc+fCe+cHpFgCqkNxT5lq7v1sNSMSifrXUeuRjm/SRJrvM47ewzmaKMOhfKydfJ+f4k9nbMGLIAOybqAugZbCyG8FrkrolcZVqrEWrndcD4s3/zna9ES3ueQuZ2aM6ZlA3pDPUlymShz5whMIgx0ORqT6QqNQpdR8ZBvJPomLM4IIhwQ3T8uF3up1i0JbGeTd6WcVpxiEd3F/HqhVVxGG3pmmSgAySNNlzHwo++4yge3j+G7zg6uQWxfWyqiBMrDen2JRX/6XOLeOali0KnuG9uVDTcnz2xgLRSEb/XIcgmiRHSockmiDJHlEOiw8d7nQxEstZmTqphWnjX0Rk8dXoBy2lbzhUdIkm9Zt2RFjvjUhPH5tiZzK5PYO9UGZeXanj65Suo7JuSOXxsuoQ7twGryBRJ0j3qAapoG7PH0E7baCdtWKmSCVJ/H4dLiaOcsUOT42OXZsG20UpMhGn3mcn0b9kqoFgoYmVjDSdPnEKxWBTGLL7Gx8fftrTU/R3yb3fj+vOtRDE3tKENbWjfSHszAbqw5GUxTV72513vepcAPV6v/Y0feAhfeW0e5xcVCFqSIoaBn/zw3Xj8aK/O8VsBwM/LsR49ehR79x/AX//t4/j9VxcV9bVl4MR8Fb/1tetwi47S486BqDnmSANWUkNkgf7q+w51pH+0Ucv8L37yKq7XQtjWNfn+v/jKJeyaLcMq2IiSBCHBu7mwgv4Tu7nU/hTYeev4cz/zbbKh6HJ27r12lGC1lTHhafC0gEu6PrbSZ89+zPxVDVK5kcRsFnrsMM85zH4GLvi+I3P4T+fXhL0i+9QWIIYGkbDLkhihT1xaRztOMJLNixq2Ac8CVtohltoh5nLU2Ty+T19ex+evbaIaxthfcfH9+8bw4GQJfzi/joCMmYYqLqjxDWgX3OZ4OGoNKNLf6Mx7dj10uglznXvdLfciSbZTjdUsN1ludetYcj0OnBVSU/s5Rsk8DbiEkznQSXfcBmohMCnxehZzwUTB4jVCcFP/cSp/3bVJta7YPE0jkTH4Ig1EamfVAZen2GbOIgfn6IyBceCIBD29x0b5myAkGbViKOE1QGp4HtOH5kyst10UjEnMegXsK/YmHwn64Iv+O310DrwabyJIfFjMJcAVgIif1DrJfIk79fFngC4CUghi4XWiRq7uBR6/T//ZNVEyR7CZsBCk42B1X5GCm2AdybvDhJPFFtw7Nx6mIRpJHUWrSLEfFFHeliVXM7h0ATFdk2xAQrrPTA4o/44AVPqKC52uj8HXFN9zLAflSoqTx8+iXm8IYGVqakrYs+iDv10TvbcTWyTjGYJV3q5zObShDW1o38qWjxe07M/u3btFBvT15sZKtoUfPDCH/3TxujDJS6GU8o22hR86uOcb0lBMhkiyqTAue/e7343QM/DJ68+jlQSZP21ioVWTYm4gYBE1JoJHCNgVeVBhODTlGM7VV7GrsJWx8PnVFTxZKsCoVWHUa3gGyyiYtjDbhQl9qQRFWwEIoP34iEwXBMlmzHw69NgGsKLZWXoA79mHGxEZUHr9dL5PJgjFNKjZ9zPQMz/fqfVof7T3mDoNqVlcVCy6qhEzY3HU+BYCVqJQjYv7IvPGjGvh/Xfvxn/3+6dybCRbzw/HLIwvtolzGy2sNVVclgfZKylK4OmL61vAKpc3Wvil56/gycsb8p0PHprAjz88h5Waj08dX1J4DgKSjW5NIx8DJIOuJQkeSOfuMbHfnWTbhpHEMJqEYUA14bJJNT9xzG2zQSR/Ilnn4gT17MPsdCPbBQ++nzGvDzCCHESyyDDgFFwUJiZQFe3TPj+Wf/LbUnPg71LPlHOcCvO7v1lHMlLJ5GgVAyXLgrwWBmF2WCsrFR0ZKhso1DWqKDTJdC8gJ5nPLluQ1D+y+IiN4hLhEBhVdMDiRf6O59COVTxcr0XC3JgYCRr1EK12jD2HprD30AQOJ8D9kyV84O5Z7B5XoAxtU25B2EYIMCOjymIjxnPXA4n35oq2PH8u1QIsVxVYQ7GpqiYYYbPkTi2gVkskdjNzMl2UAAqCWMAsB0c9tIIY1+sBCgStaIZX6aUxEIUpjNjAgbESigQ3UY6q4uFatY0XLtZx9IAtNS02EBwpb58XkmdQqpqrZWA5m/HGsRbWUIuawoivgFAxppxRjDu9NYBG3OrkY2yTNZ8EgYDj1LjZOFLms821cb2+jCvPXYbrOJ0aDWOatysbo372305glV27+ptGbl97e1buBtibDSJZpKTTwK69arWKxx9/XG6MN2oPjB3GbGEclxtLglyb9kZxqLwbnvX6ELt8cF9r1fFiaxMrnoHS+jLuGZ2Eu4NzNj8/L/JFBw4cwJ133onnlxr4Ry8pp4z30WgpFT0zPiImRssw0giXrzbkPRbK1X6zDixbJUFfvLqJH3tsb888f+7MqoBT0hzVMlGM67BQOTCH+mpddf0RkacRpFxsvaKSRNGrEIElnSKxSoR11Mcpm5L3ooSqNwNJEF3tR5lMS24C5KGRA6D0TGjGfU15ljxVWt4Etpnxbu8kAt9nTHj9wo89hH/26eOyEJdsUzoJ0+2ylpmxAMB5ckseKoXuw13RrZG+rPdcP3lmGX/in31FWGU4U80gwj/93Bm8eHEd9x6aEudtvR12dsFEvu6q1LsfZNJ11kEy95rQ4wk2p7erUhcDXq/pfdGB6E/GqYKC+lOFCUbXElYP0q3Jd42dk+56fHqTZEBRRClMFCpnwBkfG6RNJNdaSgBTEiExVEebJZ2F/JPa/1jJFQeBAA4mwYuuhRGrgPXNBBMVd4v0lRxTRlUoTnOa4s7ZooyT7M2h7QjQRDn7NuIkxkfunMS7j3alf/L2yO4RnFhu4vRaU2j1nnv1qtzbh3ePCvsRnSQCnU4v1eGYRbRME2Vhl4kl2Z+1+Mq25DdSyHmK0s4XMFCKH/uOI/iZP/EQvu8fLMvcky6OwVE7Q6kTJPPQ3ASuLm4IUEXPN/Xr22UXlh/iA7tHsL/sYH/ZHUi7SYflUnMNV9obqpvRMDHjVnBnZQZeBlzxzAJ2Obuly1IAK4aFilVBxRwZ8MxXcxilERoR5Yu6zr7+ZAs+LM/G4aMHcXj/EZF4W1tbE3AiNWOZ6NWOEWVs3i7JyduJWUU6qIfMKkMb2tCG9k0zJk+5tpFRhcXL1yP702+7J0r41P/6ffh/v3wGT59axGjRxcfedRgferA3JrgZI0D54y9ew6ee28T0aIQ/8/4C3nWH0j8eZAR1M55ZX18XOdbRsXH8hV9/GZ87uawYICICclSjAc11A+zeXc6ognv9b5UfS7He8HFmpYFH9nYlhPj9v/17JzBfDyWeYSKS/ilZJy9eq2Lv3Igk58SHy+hzZXyxApMwVhLbgTFEg0vo+8rPWk60MwYCPpJckpZMLb0+spTp5aA0e4QCzmv/YBBgRXejSVr+Jv11buHwSAEPTJbxb15bFkYPHv8gv1sw/3qOAby23hLwBEEU/F5+jiWx2TdHv3RyEV9ZqHYO81zVxz89sYy/cGwKF+u+JCRbOoGdAT66o8yAAT2bVL90CWm2DlqipwyQowaXfTMHXOm+kQP5DwCs6D36Enxsf/55ikZsU6SjOA9MZg4aXf73fhVv7iLMnUTbjNGMDNQjfW/3joFJyyBivKK+K4lggtlEwkoBKszsPw2PIfhEg7/JcNi5i7a5dky2RUq8muJKPcWFWiSJU1rBAu4bS/HY2OB7XBLGKKOR1oTJhP57kAbCpkLQCPcvMj1milHHxopPinjVVcncCudCXWIqQc05ZTLa0bqfINuKjRl7D5I0RjUHI9GgElU2YAJbSSB1z6kB2yBbDZlhFEiF4BnVOrHVGGlGBnMWUYdXhSwrZpqTOCJYhUl5M+mCbzImlUGmpYv0/ZubOXVfewZGvVE8/o7H0Ki35JnPF1m0uAYwj6VjGo9FjreJ3U4xzTCeGdrQhja0b64MUBiGOHHiBK5duyayP3Nzc294e++YmcDuUgHPLq9jIyB4uoB3z0xg0nv9xdCNoInTzXmsTVs4vnEFd4zsQtHafjuMZdhMzAY5NhPXkjb+cPFlyYPSzV1pu6gFjipVGPR7QvGl6fsXCCzRrhibEQ02kwKr/qbyU3QTsMgHNfH7V69okhPx+wi4b8QhJkqUFiTDCkG6bLjsAk9KDvO82scx4Fgp/KhbVM4bx0fJQolrEm4/Aw5kxphB8vyZccmndIzOk3fT7+oHNhoosvow62HWygSZ/5TFPGRMYYGYLJWMo7qM/L34E6kPMe/N2CVO8TM/cA9eXmxInFWyDDT19zpfyBgyEw2MZ5E9QaMZwPK6jJh5I0Aib/M1H3/xd49jM4dc/8SpFTx/vYbvOTAuzPECohfGcjKC6LiK4OpEFb77Ay3NXlIsImX9KquHaUsJFHBdGGGoWFN0rC8soCzSWdvUumwG0QPeU/FaiwzxfaZZP/mh4tQkRkquNPOy2ULAL517PXcMZH+R4EkDVZTMKcfXrDfhlsud+NBkvacabBurUgiC17ohYCtD6pZhmIgEFC+jEdcSYIhrKEAUY50xh025KcoSf219Fimmze6ID5dc/JHREIbWc2fWsbbelridsf/YWAE/9l134PvvGFyjmfVK2F+s4HKrJn7/ayuM0VLsKlkY91wZz96Kg6ZfQLngYKXuo1JwEAYJms1IAPjCbZSkIlHEcY+WHblW/DBFYhl4cHcZf/Od+/Dzz1+TeFoAYCaBZgpkxX0cKBdxrZ10gCq0kuVgpsjG7wiHvTEcHi9jrlAeKH3G87HoV3GptYp2HMhcjzslHCnNomyrWIISsHdV9mHJ38B6WJdrg0AVglhY08kbf5dmhiQUphY2TrCBRQsK8wolLs9yPYzuKuKew4+gUa1LPEMSiePHj0tdRgNX+Px8u8QQOp55u9SM/rjFNLcNWOXNGlGuROsyqUvn4c2it3jB7i5MyuvN2JMr83hqZUEWzsQ18Zn5y3hxfRl/8sCdKGv2j9zNcvLkSVy/fh0PPfQQZmdncb7axi+8Ng/KizE3MlZUjBC678d1Ujxw35hoBG5Wu3Rb+fuNP3/m1DIOfPkC/of334F2GOP/99kz+N3TyzDVkwYJAQHyoFcLWGmiIpprivuXO8zgrbJBtpWV6G0IN1dar8sC3JO05YfIdFNjN5VCk1rlomwjrte7LBnyoGLG5nWCJjKNNMWdnXNttDwQt5uHFGv6s0EwT5rr4uEDk5gZ8VBrKaDIRNFC2o7QzPsBWmwvZwQSMIFPXcB1x8k66hS61LMtfPT+3fK5hY0Wzi/V8DO/84ro95G9RhJghqJg/srpFeyaLAuVWl52UFCa2ThJc9avvZ4/z9qJGGR0qAxyLveZLhK8HiOAhueYjZcEWvQ7DJ2fc0hmzzFRo2C6Ti/mGx4H4ZKyf9X2laOd+L6iLMxAWYO+LI6YZYlTz7lKDFI+AyNGhEpFIVn3z4zif/5T7xTq6QNTFfz+M2fxq58/qaiwbUv5hbnzroFHtNmpCl5b9kWSKDUyOsZsDNLtadn47KnVbcEqZdfCn35gF15erOP4fBVPJgkOTZVxcEyheWkF10bBSPGRY5P47a8vYa2VSVJlDEBKsimj8c7pQfLvx/aN4+/9iUfl+jqyexTVVoimHwqQpeiYKLo2RsoF3H9QgVV4zAS0yPgzmrp33bkL79u1M7PGldYGTtQXFaV+lj6uRz6iJMZDY90iGOV+PPPG3dtMIkcIECYKrKLOX7cz1GGwm8bYDGsoWUVhnZqZmZEXjWBFnehlFzctn+glC8s3y243ZpVmsylO5dCGNrShDe0bawrkEOPUqVNCL71v3743HUSPlz38pe++X15v1JZrPn70Xz6FU/M1YXMzzRY+/uoa/tpHjuFvfPTYls/XajVJ6rLIyrjMsh38/U+dwmdeW1RseZLM6e1A4+8LC3VMz5S3BWYzefpTnzyBf/6D9+Ou2QpOLdfxD/7oHJ68sJ7RWiu/WTFjqu9s1HxhzRPePQ1O6SRaFSMh/yasNuzuynyqvAk1tWYwjJiUTOA4Fhy3S61r9ocKeaDKNqwe4uLKh01JpvX45Jmf93rddIZ2H9gzJox6TDgzwTfm2aLXHfc3++XB5qJ1baBGfW0/la5NNTJ1KHeNFTFdIAAgxeW6jyt1H19dZFJPAYT0fHKfv31pQ7YtEp6Zl0hPWk+tdGMJMWFOs102sCNmpM96J0azkWz9/jYtmJpRhwlCdvDt8C16cNrv1nM3QAV121HqJg7OjRy7kWLCDdGIRFCos78uhEcZYScqBkmF/YaDHXVijGRAENqYNY5xe0w+Qymbq+FFRFQUHzgXvcdeDz2catXQDCOsB4BjpgJSoXF/r24EOFr0Me4OBku4BkH2Jvy0LbI//Jl/k2S2njvDxO4iQf4mlvxqNm9M6rLTmBT+qmlGjlcSoaoZgPHcHm8ORbOEdtISthRGBiq6IwNsLLGBTRCKmcJP2j2pL0mgM6dhVOAJf+R25ydFaLYJV8nXPRAabThpsSMbJDF7asGIb+DPywnkAbCQQUnTAR+Q8F/dE5wrJh/5oswb80GUTWM8w+Iei3x8L88k+c2MKW6nmIaJ3duFjnxoQxva0L7VjKB15pX4DKbsz60otO0vF+X1ZuxiYxlPr5wR0Ec0auFrG5dwsjaP79x1Hybc3jHmmfvZSHzw4EE0Yx9fWj6OMGGNBJhvFtGkVklmUWpgLXAx5kQY9zLWlT73lj9Xo008uXIK75m+W35/eWMRf7RwXbFfZLI7rCN1fBOyThiRSAkKaFmALF1/q+LGIgkURCYKNtAKVc9xL1w2RclTYBlhDTRVfYmsLALIzQrueWy5ipG2ktn3MLiQTd2zRKKF35Vmx1xTaUCgSqSKw8zzal+IB7kFrC9MHWRYiTFmm3h8/zj+4NyqvOUR5MLcr9ZEyhhV/D56RDLuEEDAV60ZCeMHcr78R+5SOeSaH0kTxMdPLKHqRx1Qumw3TXG95uNcra3YMzrnwYAtdRUVzKVBLLI0nZpT3nj+tE88qB5l25lMUD4gu0ExX5hU+v6m2TuTBAXXkXPffavLaijH5iqgijBnZjUpfX0q/M2gK7ZzclRdhiwgWSBE2R3GxD4b0TVAJ99PkB2ykLRYCggVRuq6mx53MeaSUZ11Eht/9uiUxNyUomUTyn88v67Y7LPYqWckOaCKkyR4+cIGTpxcw9JagLYfoViw4XqUIkuxttbC7z4/vy1YhdfrQ+PTmPaKWPSbeDFuYtwFZgqFDiiEnyl6Fn7onXvw7798GfNrZB1RI2A8yztV1cPIHgQ02zE810Tbj7F70sXPfOAwCmRFGfFwqujAj2IBqvCapphRpeTgodkyltdbop7Bpm/kGrh3lwt49+yMNB5vZ6thAyfq19GOySqk7ivWVvw4xCNjBzuNyp7pYn9xVl472ZhdwaJB4EsEP6uvdU1dV5yBehhgzCkJEE3HK7pOr2s0r732mqwJjGP0Z76Z7Ie3E1MkbSgDdJsZHwTUC2RxksXIRx999JZe7ESQteIWXNNF0aLm8s3bYrspQBVJHtGRiFMpIC+3W3hqeR4fnjuwRb+Rx8OkLgPr19ab+MevXEMgizWL/Sqxlze91h29YwQvfX1jC1Alb7/2/DV8/3278CtfvYxfe/YKxqZIiZsBIvrYLIiMVH+gl6R1CrNFq7MiuEQPqOL5ygoMFjcL2Ry1mkg3N+U7ztQE3JmpbkY0TuBfX0BUrQkjBCmidYdlT+ub7LsvYdzhWyarijWAozsFfF+hUgW4YgOBQn92EBI9iWAmpm2Mz0zgJ997UK6dR++Yxn9+5qIk08c8Cy5CbGZYHTov+Rw2FyzScI2aDlZrPurNLssMj/bYrhEcni7hf/wPz+O3n7ssQBSCXzgVTq67S8k2kdRZdXnqhLsginNz4LcCmBwEaeMGdV/uwLyipufGNON6IzttR1QxDQOP7BvFM5c2u12Zmc/Ise+fKGClGaFOXT6ijzXF2Q7b3TKWLEkuHaFhhMQPkVgKsb7dUXRljQjxVA5bXKtio9VC6qh78O7dLu6dtTA1NYPz6wHSQhFepYQq0ddmlC1aXdVIPbd20UM0NoHPnK2p85wasguiqQ29S9OQOSH6uh+xnQesvGf/GN69dxTHXziL8/ObPewlrUA5esuNsNuZKxPcBS4JMjq7NDTyneclbvt46cIK3nnnLL7n4b04u1DD3HhJ6OiqtTrqYYqDMxX8xHfejVOXVnF+gR3SRQGsrFZbKHk2fui9R3Y8NwzszjVWUIv8rHuzCyS/2t7EofIUxp3XF0QquvACmtG66EvqQ+78S61M3gOJL52O/cbn/969e+XFRC8LZXSKFhYWRH6gUCj00NF9IyWDbid993xyd2hDG9rQhvaNMzKEUfaHa8axY8ekcHmrjL7RiasbqLdD3Lt/QrqBXo/948+exsn5miRONGkhGRj+yR+ewUfv34X7ckwnLLAyIXHo0CGR/qH9zd9+Ff/x+WsdUDUBIoMsCBJJdDK5tJ2tNUL8s69cxN//6DH81KdOYbHGInUvA0uPq5sBV0R2R8DWW2U+mMRkcowv+l+MSXRTIJO0jIsIUmk2fEQdWR2yMZsYnyiJv0fAhnbZmOjNsxfqsEYzr2gK7Q59tIQ8/claxTmh8yj8tzcs6u1apBVsA3NlG4/PjKDimCLZQ1BJyTYwQm1xAwhyvnoe405fXaSRCKIXppjuPHIIj8+O4EK1jX97ahHzzQABwdIJkMfBS3cdUqy2Y9w34WI9bHdCu3yCS2F0DIEfdKYk9+aNQvmbw7RoFo4bfQooOzaSKJZjyu+DZlPD26H0TwJbpGz0t3LJ/Ny2tjOR8pGYj0CVIAO89Hcy9h4ZvyN9jakpQBwCiGZLIVqpgbhlwkxNNNpNVEZGUKyUsRS0sB6Q0TJCydZx9VbjtXehZuB6oyoJbTKPM67wUrLqqO6+kpWiFQPnm1U86m4POieDCV9kLWnFzS3nhjEDrxMmMtuRukeYZnDYqJIx5Qj7Jxtk+BwksyI/AwPrfhW7nBl4RgGuWYCftODCE86SRqOJoltExRqFCRsLyXWEaSDgEr5PWdGiUULZ3Bl8TyaaRBhVNEReA4ZSxEYgbDWvzwyksWo/oFLswPnXV5DK+PcYY1DGKZohmF3p7OhmTEMQI+XhvplMkrdTTPOtltgd2tCGNrRvtGnZ+Ndri4uLEgvQKJlzK9cNMrGt+U2R65hwi69rDSQTyrOr50TKnJ5LkkSSB23FAZ5fO4+P7H6g81muv2SIJIBUM/fXwha+sPQyGpGKPdqx2QGq9IQeBEJEFqa8AUztmfHz11qr8qIE41MrV0Rio+uL9HP0Zb6nQfA3/Sn6pF2pFBpBLIlFZgcD44UIjcCEHylnxLZSlFxK0avvBznwrTDtZz+7hgGfyW1hEs/Y4ARXoT5BNha9zx5gt2V2cto8jM51YxgoFGyEBHXESQdc4hVswfbqeEuVatQvSZwgqAX44Qd2Y7zo4N6ZsmKZSQmsN5GGPqqBYtLUQHXlnivfn+yQ/DwbtSODwJ2uszVbcfGewxP45Wev4NdevIYmG7clqW+gmMvf8/thmogsEsEIjGF1CMC4sHPZ2R4My0KrGfZdBEqlwCCDSuekD2qg1l2v+Ytja61Hb3KLc5/NGcfIj737zml88dXrHWkmBd5W29g9WUHNNFBlrC1SNirOzJccOjskYxGBND10OlmZrVyUc0eGlLExryc23nJsnW0SdJFd0SZQKbsMPrHZaMOzDewpmpgJqtgzNoUVH5hfbiKsB2iUXAS26i6gpJauOWWblJj9zJlVnGgGWGuHaPlKgcGxE3hk+aekKoCzCw1cWW9h/8TgOgXB9QdKI/K6OLGK5xYJwu+aboSZX28jYOCUsYMK86UwpZB9kWxAKg/QZON7W70fh8BXzq3jv7h/Fx7dXcELi3VphfBME612S67PsbKL771zCgtrLbxwtYrxhNJfJqp+LNfe992zM1CFdrm5is2wqa7RLNcgbCtBFStBDbsL43g9xibhPd4MzjQZY219zkpszwYkM8K4XREm/byRRILSb3xpBnfGM4xrzp8/LzWZfI3mG8kkeTvFMzQCP4fMKreJEaVF3UMWJe+44w6srq7esmCdFFUXGhex6C8ruiqhTxrDnZUjAlzZyfw4wtn6Ao5vLqDi+IgTB2HmCCiteOBEbb0DVlleXpbkdF6/MYxj/PpZzVqgLMfG3GO86cfG3G0ZMCojHooFRx6Y/+bZK/gEdeGZkM0BVDopssxRaDf83GQkAxabTgZXyQBFEdL19e572QJslUtwd2XoRb0oWya8fXNILoSKwo3SShoJ0oHrZkV5nZntGUP2Gf6NdDN8IOZXby7GcYxiuYCf/aEHMeaZ+Cv/+stCB6ZN9A9HKnALHibHy/jz7zmAH3vHPnnvB99xEP/uiTM4cW1DOVOS9O5qTvYkNz1bOUGZvAqT+BYTnnGEqO3jlVPX8J6f/j0sNQO4jo2ia6IlHZ8KHVnMMYTwqPZNFFH2LAF4iHPRD9YRORtSBSYwcvJChqY9zyOPBph2bvL3SQ9KOvOTSFeWp/7Lf1bGQMeYi49joUIENeVncvPCefiZ7zmG/+e5azixUBfgBhPgR2dKCKIEV9bZwbazcTuzFQerdV8SyDG1FzPAQhyEsIta6ikjIcsGZ8cxwmYLBlHKBPXIiSkjsUnDFuFdh8fwsXfuxukLl/GrH38F56qm6L+3SyNIwwizZgCmB4OskEJKao5dWG3Gp5CYFg6NOSJhVdUZf0MRS/MeHS05wgZD2SOvsvOzgtfh977zMP7J77yIVy6tKOeDFIlxjPLEGL54dgOBdOdp5HamRylMR+KZ5ZxHVRg5fb2KH/9nX8Snfvq78b0P78OV1SY+9/XrWKkH8P0EeydL+B+//z4cnB3B//ZffRv+ySe+hlcvrooDtHe6gh//8D34tnt2pucM4gjrodIvLJCG0Oj+vR77qEft1w1W4RVVQAm1ICts9FmiO1JTJud3Thwz0ctELl+HDx8WBK+WDKKsAsGBo6OjPYnetxJVeztRZtPoRA6ZVYY2tKEN7Y3ZG4lFVlZWJBaYnp6W9elW6vsev7KGv/pLT+LktXXxP0eLDv76DzyI/+Yj99xwrF+7tIZf+8p5/OqTF1VCwlagdH6v5FioBxE+/cqCgFXYoUIWACaoH3744Q7z2edeW8RvvzTfYY7Is54MMmo694NVBPhBpmIC3KMET5xZwb+bKmK1GWCi5GCzFop/Ochc194C2Oa6zJ/7wSGkpbaoNZ0LuvRnGvX2lmQcf99Yb2JsvCh+ocLF5wTMe0AqirlZ/9wrxcmEyVY/gcdM8MeuooO/+/hekfV5aUUBAvT/6LNzukqOiT1lD3/uzlmMZsf8Q4cn8S9eXUA1oEykSlrRHdHNCtr4eyGj8VbNioawrEgowj6AGPh/Ti0LcIPgAyaB7QxIIdrjOXYMHSLeP1HC6Vp7QLK9a2FiwjG7tN2vB42SZ9/r/67AkW7yNuQxEyR9qFzAhXorYxrtgtUPV4p419QInlheRY3AeYJGLAujto11AjBysZqwc5MtRIoN3e07pinfYR677AQo2IzluB3FMMJ7S7Ob5uEyu4qBjKceW9L1ytflhouml+DuchFu6MKv+Xj62nEslB0klAV1TAnPZz0ThyqW0MtTu12dgexaDk1cabCbz0SRmvCk2k4NATI1Igj1NmNffrqZyajeyApGEQWzgGbSEJpvOQJFnoqztQaWfM6diqelq1Lid0WTTyZ7wuf0TGZRDRbCFcT1BA+O3I1JawZrWBJAitDmWyaKRgWj1rgwrVBvfS1aRZwqGSRKjs46u3vo9Qeef0Ox0Kj7Mg+oShDr926e7kdvVDG086C2+apwxMQqmbyTkUmSbLt8Cb17jkmS3d4a3KJjGoLz30q7nToR6/X6t1Rid2hDG9rQ3u5G/5rASgLXCVhn7u1WFQS5Bn59Yx4vrV8TwApXzymvjA/MHsGkt3OjFX3X8/VlnKzOoxGFcDoM7VkDK0ys+FVhIaBcRrValWZiNnBp5n76fy+vn0crUrUSaaTbgW2NOXOOUrVaDnhf8rcxTmxewRLR5GRHcUzUhRUjD3LZ6hRz27mZ6fiPAioxlUwQp320SP8/6cvlA36OCUab8oISWG6K0SxQ0ABjXTOQMVFeNM7YWAQc0gVDeJ4p8i5a9lTAJ1m+moCVoBXihx/aje88MomffeoKmp2agwo4mpttRH4MO0nxPXdN46+8/7C8+8BsBY/vGcXTVzdRT9icaip2xihSzOq5ohZBGIyNyKjOP5HNwvaU9JBXtJFaJv787xzHwmZLENN8vyUxWSqyOGQj18ZtjxZsHJ4q4vRyU66BPEOnHrrt2fBgSHNxd0JNWI6DRPzoHfwmFujpNHJSO9vsRe5zhj1KykSDamOZvGzmPW9GpjSjrtf9TOpTHQcZ5H/qY/fjySt1fPn0Kho+m3QNHJoswrItXFhp9taA6E9SCojN4FnAystu9/QI2mRDX99AYbIC0yJgjB+3pUbbGVbOyEgyOuoJYImsJzwEvx1jcakJZ1cFDxwawTsqMdaWFvHLXz6DVzYs+LDQSExYnoO7Do1LXZMzqcAqqnnaNYHzbMap+Tg07iJNI/ihmrdWO5JGXMcx5d8kSrHSCLYFq+TtsdkyXl1t4nzVl+uJWxTG0oaPz7x4HbVWl42RzcW8dhjHi2SuoxoypFyZsYgu1UP81O+exKhn4/1HJ/FfHJ3EZy9sCJsPS4mUt/qhY1M4PF7E3/j2Q/ilZ6/i+aub2AgjjBVsfO/du/D999yYrZ6AFPKiFg23k2+Ik1iYVTaiJnbj9YFVuI1dhWlcam0welR/G9BmISyahekbbosAcr4OHDjQwyR55coVATfyPR3TvNVMkrdTPPOtCMC3v1UTu0Rivfzyy5LQpfPAQiRlgG6VXWpexnx7UX7WiLT1YAMnqqfx4Nh9PePljX+peR2r/ob8faHdkGQWn/Meu4SoSc0HbaxADGZG58abg84bEw3Ub9yzh5rMKb5wfQlPLKygFvPBRA0zyqdYAxO7ehzsUCS4QRbszEjFNbu7onS4sr89vdxEYaKIYKOFZt1H0S72JGS5yhDFurZE+Z6c8YmrZYuYWeGixaL5FusdpDMxOpj9hO9NT8FfWe96PXQYMwSvkh7iQhx3ASv9KFS+RwAKGV5U9rezoLumgXv3jOEn3ncY/8uvPQ3bSFFylLPE+eCSPSeqRD7GggQm0YxBJPpzI0UH33Hvbrx6ZV0Wa1ncTTW3eZkd/kQniNYKqUltYGK0gMAPsbqy2UlCX15SHGzeaAmO66LgpGiFikFFgDBc+CJS8Zn4nofm8G+euSZglUEnXOjF+L0ohpWXwsmmdaRgYbMZbVMEUJqPPL8aDaz1JfvP4E5AFbWvFLvHC7i00causQKurrXkeqf23mTJwU9/91F8+O4ZvOvQBL56YR1Pnl/DV8+u4eJyo7NoSzI8RxOnpW2YAKdkDeeGzkQkgCZLgE+pZSFptRDXm7BIXUe9S6G1y8ZIvch2BrTi9ZrpEpFNJbQK8B0T/90PvgMPHZzEv/zSRZxrR5gcNUSApmSGuLRuYsNwcMcEUBGktyndx9w+U59LTgFzY6SCSzFVNFHXVPMZO85k2RXnlUHG8yfnUXAtPHBoGlOj2ycOHzg8A891cOb6phRhOBczYyUsN1L4AnHuOxdcsHntC2iF5zIDeeU+R4DPP//0cfyjn3g3/vuP3o3vf3QfzsxXMX/1Ir7t7r2487DSn79jbgw//9+8H5eXawLmOrRrFF7fdTXI6PYrfdXeuMk2SOvIztQbQZEGG0OdZtzafr9JghFrZMeksTDrSNqfyOusi8C2pQDIl+5e14neq1eviqPULxl0K7sUbydHiAEGwT1DsMrQhja0ob31xvXn7NmzEgtQ9ofsYC+88ILSvr4FttHw8Wf+789jYaMpPisZEzYbPn72N17AZMXDn3hPL5Pa8+dW8OtfOYcraw1YpokvnyFoH/AzwPdKEEpMYFpWpnduoB3F0u3BpC5/Z1zGdfTyWhN/53dP4LOvLXVAy5IbHrAc6k418QUHoPOZCIqJipCuyBRBFOMXvngRlYqDimthpGRjtdpNEGqXiNTEne1l7CUCRE+6oH4tAZRPBff7APSdt+sa4999JlZ1N56WhsxAK/JrRtfNYzClW0C910kkRfTP4x5ZIT0vBBR836FJOJaNq/VA6t9Mbqt9WKLYOuU44jNSULKWA+cfGfVEB7zRJB2w2qLJOCKHp1HbUfsiNbckdk2gZFvY8BORgxE/WOY/lWuI9OJMmpJ9Rd5LmKTTkjXA/eMFTHlkuFCa9v1RhZZAkbklS2FfRyGBM+xm3A5/r4E32gj8UIpCvSAR+TfHbDPImOzk/jaDACXblA5Kjo8xzf5SAX/q4G6MuQ72lYo4V2/gZLWJy/UAV33Gfrx2UhgZK4jaHl1zBXDgODltBILUI6YPDWz4Hqqhi7snqig7MaY8Hys+2UJ6gSoTDrtfCR4hqF51ZboZEOZ6y0bFdPGR2SMIxhOcX7oE22/DjROE7RC+GeNqaMFOEuyvuBImsxDD64Wxw7WAMWqEommjlmgZJHWxtmOlE08YvtDF20At3hT2FAJStvOPBcBmlFBPqwIckb+ljOksLPuhisHlcyo+5rltxxY8S1HGd1heO7UjNR8r4TrqcRMjdhmz1l74aQvtoI1LZ6/jnnc+2PH1J+xJkUQKUl/G7hiK4vxGJtehsLxsjS5SNoe8XqBKZ7vJ4BpT7ro1pJV3563kPq3muFSSFyXiNJMkG7bm5+elQMhnb14y6FYzSd5OnYhcl76VErtDG9rQhvZ2Nh0L0BgL0Lgu3Yjd+2btdG0Zz6xezrancvorfgOfmj+JP7n/Qbh0djKjP3uuvoTLDTbUpqhFbcU4kAFj/TRBILJ2hsj5KICuAmQzP0jwPZvejhw5ImO/2FjEqxuXUI3UNvJMJv2WP1L6p13r/pyXSVkKMkZ6syCgXs8km3T/Vvv3k8KzUhQdJZ9I37AVmVI7GsTAnreQIJMBJqATAgCsjJEyA7fnt6N6YxVQnvlg3cTakYB3DWGzYJNkWw5Cs8GQ9N7EaMnFTzyyD08tVCU+Y5Y8pQQkg0PbxPSeUfHJ2Yh7eO+YNPqywZfb//YD43j6yobEHOKzscGA9RHGIllemqPR0qQEntBKRNuUTKRFR4dfWKHkT8GBxfglTuEy1s1YKCSmycl9fufhCTx3SskQSb2tbz45Bn6HMZzf6osfTQsjnoFaxPiqC45Sp5DOcAzTsWGWCqqhIwgQt5R6QafDIDOpDcgJHAwiZ11ieqyIxWaMyZkJNIJVhFEsKg+Voo2/+F1340+/7wh+JE7w1Lk1PHlmFV85uYAzC1Wp/1DCJUrNThOwjJPsfQUPXkJQRSIA+41mKNcAlSM259cRNNrYdWQOpbKNZitElLGn5K+byXFPIgMCmVQ9SMVZ7VaEq9dqeM+79uEDhyfw2ZMreK19EeVSihkzRq0d4EozwqlzEd5z7wx2Fx0khinXCK8JXoNfW2sJ+w4bfytmInGqSE0RhB/EGC/aLMnCdk1UU+Brqy3sKzuYZjC7je2tuJgqubjcaCJoq3pexTVx5fKmNCWnfadR17jU3wikyp26LL/RDBL84ycu4jvunMIHD4yL5M/5jTYW5ucx58R4bI+qnbIJ52994DCW6j6q7Rhzo65IJN3IlBRvLLFX/hkg9WxpEHnjuaV6DqCnTePDeF3PumPwTGfHsQVsuBbmJhWf5Zkk+ZxlHUIzSZ48eVKYrfJMkvTnb2WN5naKZ9KMleZbKaa5bcAqN0sxp2V/qBlIimxqBorGuGXdssRulERYaC8qut7czcAaP3UFv775CsadcUx707jcnMeFxlVBq0qyjoXSNEXBtBAkjqKyFc28WJwHP2XnD7DbcSUZTSpX6jfqi+7z15fxueuLPQk4dl9xFPXAEuLb3GR0HpKbVZXgZMJUA1YmJosKmKE/l83xyJiHhUaA1dUmrGYo3YDlinqwNKptrC1UEeV15KlTzZu4w4xiM5NMKKQCrexgBkEuA98wYFCiR46j543uHyT5lOkZ6kQLx8HzrOVQePCkJpOVoLuQj1Zc/IM/+RBWqm389tMXVPeaOE6eOB1Lm02cm98UIMLSBvB//s5L+OLx6/gPf/3DOD1fxf/zpbMCXCnaBvwgRDUyhS2DrCdEZa5uqs679YaiceaIHc/DSj2Ev77R5dXOAWxq9RY8z5GkcUjmlYSOIgv+ysn6ez94H86tKgow+lMi/9IzMykSFgky4E7MxKyXR0ymmCi5os+42ggU0KYDyCXAhQjnbuaWCEtSptnOVkmhvlO1xegArtNJAXBosoRHD45jYbONveMF/F8fu0f+1WAcavT9h2euybHShKrPUIswk+WtrPhAST6ytFCfT+joDN43prDvJKR7I+1ewYMjgK8UrY0a7EpRmGzEUQkjpIGSzUldUvEpymyVhDaQEABkuzi12saR3RG+cGoFE0UHs6OKaowL4a4pH5dW6vjOO20cKLRxeiXG+bUYBa+A+47O4TdPVoUmMiQytU2cfDfbT4eNPzZaIarNOn7hk/NynEQ1/1cfvgff8YBi7um33/zyGTSCGN/x0H4Bq3C8C+tNXKhm7ClbTkjuutIBmf5dO7Up8LmvX+t85dBMRV5fS5bk+u09vwYOzmagsps0glIKpoNGQjBRLEhaPgHDNIZt2hix3zh9m8gb7WBlY/sOOXZbttEUSm+ak7oooLyFjo5dhwQH8sV7QksGEfDItYX0c3k6OnY1/nFxhNiFSPtWcoSGNrShDe3taAROEnjP4JwU2RokeCtjmt999iLm1xsic6OShplUi2Hgp/7dU/j0C5fxPY8ewJG5MfzNf/8MXrywoiRiTFMl6QwDYxUPsW12mUsiymYYIh9CX+3wqIEnn3xS1lQyRPK7TOT8yX/9nABWtB8sgO+EWBfGbUaPn6uZQoQpsE9CUQAmma/Y8/eUvnWYuUMmikV2dJFiWvmZxZIjf+t8noCXPt+avydJDFdAItvPo6ZS3v59zk0m/ZEl5fPJ+bx6qcoVqe2pxJZmWlHAF0oLaeN7D02X8KF9Y/jUxXVs+hGcJJSEIn2TVhSjHqUCYmHi7uXlBo6vNvFf37sLH9g3ho9fXMdaO8aYYwkQlYffynzXUYuSQKkkZ+mibwSxAhMoEkystCOEGUNGLjpT24jIEGKgbDOBlcm50F+XLlcbf/bIJP4zGQMz2aG8ZWzdQkEu2wMlVRn79F4PHHOV5zMTbsp/v99VZLKcn+o0yea2o64tJjS7kkr9hYZqGEpyc3/ZQ5OAjzjFg+Mj+K65GTkHBGETvHN8o4lTVYKq05yEroVJNxXvUxv1x7m9lkjdEjih7jkmETkOFhWu1Uu4Z6KB6UIMx2wJiCUkeyASVNwYI04sTCzroS3XOvMSwkLIEDxJsdBO0IhjLPtN1KMQE4VSJ2+RJolQ5K82YpSvbiKMA4ztHkFhpICSV0LJtAlrks9GBMBIDKPOo/jFzCcYBCyRLbOOlagh81AwCpi2ZwW40m9RGqKabEgS0kKxc9HMB5syVwqooq9r1Z/CpDjvB4YzmoKcf1edwer+4QxuhjUBq6gxlAQEFDa1bGvXCFwhoOb1GGE53euu98Iy0zfuuw9gy+77wA3etJj5ziZDbjCi7XqZXvNMkjTe4zrRy3iGa8ytZpK8nQD4TOwOmVWGNrShDe2tlwGi9DYlc/KxAGsdtzIX9vL69azeQl9FxSTMC9fCNj5+9VXsKY3h7pEZLLSreHb1koCeJaaRA1GepGuaCKRGo1Z8tRVuMEbJcnHx5GDIz+EAAQAASURBVBmsLK/gkUce6TS6XWku49nV0wPnoWxHArimJI+uuehPTXkxRmygpSgLdzD1raLdwlqbIHPAjCy0IwVU1gx8XeNnFaBZD58+NH1H1j2awc5lwF5Wlt5hdPxmveHO+Lo/6ZdKK3djPOXXq+uFDCsEuRPQoL/P4f7ld+4XpohPnFuT2KqAGE7BketlvR1hzY/hWQpw8Ilzq3h2voqfe98hYXb8V89fFd90umih3fbRjMnwkkqz65hnY52MHcIeSP9Z+eQJGTDbMdwKRSTzTdSKgTGhhEucSiMAM8j8ljTLmgoU/wN3T2O2YOPSalOEAPpB9Lw/GLeRfUP9DjRqQRY3qnpMuWijkiZYboQCYJcrMatnWQVXmnC1WXYRVsFDuFEb7CYK6scZWIdjHbBpF1CtB7DHC3jovv1YWGvIfP8fP/IAHjs0KeMiE2jZMfFrXz6LKoN5XaNBrJhIikVstFU+nXWqkbESOJ1GtcZAFUXXFpYRGGTwSdGqtRDWmxibqMCYZj45gt8OJfbl3FDuhymEJsH0AYH+Kp5xHcrsspEjwdcubQhY5QtnVqRZZi5jP6F7OxOEOLPSwFRjA/enTaxaRawVxmC5Ho5OVPCsa0sdhfHVeqCmSPVnU4onRtOO5LweOTCGL6+2gJWWsJG+c7qE9+5SsUW/vbDSwmqU4OFdZZW/IMA+SfGHC/V+0ptOKaafPKDnNsoeDFQdYD6FSheTBQeTux2crS8OElTAbMXD7OtMyZdtF+0kFGAKazTcKZ93/Hk0Y8d9I8Y6T/5Q8sZ53uV15aD7rR61cLW9hFqkmFkqdgn7CrMYsXvZsMhetWvXLnnxGULwo45piAHgM0LHM3y9Wcmg2yme0XWab6WG4tsKrHKzsj88Se985zulW0TbrUzsBgk781TRWJlK4igSMQJWaqhHDVxuXUUzDDq6erJuyI2s2FSsvgQHOxB9kbFLsdHYhOuV8Oijj3Y6Xvw4xpcXV2Rb7FajjiL3qxyBBK3QQis0UHSy3qtseH4zwcpaiIkJAgS4dlF7MYVHRgh+nwswH6AZOQm/WB5xsbHZFmTjykoTq9wtF9MglOJ/oeiJbFAURLJ4iHW437RQnQu0W2rDHZHAXhaVxA8EKTrIBHhB42KrnVeeQy68nf0MSOboz+af6PxeLrn9wWPT+M0nTuKZ0wvYqLdRdi0khiXJ8zYpnLOvFl1LmCS4YDxzehGfeuESzmf0Z2NE3gpLgwIi0AgkSYRYKw+qUQlISeLz2tEb77CGKIeN5yQMowywYsq2vuvB3Ti6awQ/+Ohe3DU3ip//woXOQtdjBENllGp6/pNWG2kUCeOIXmA3W0SFG7hrwsC5mikMJTJVGTXZFhMZxURo37azQUh4svZQ+ofADeoLcjoOTBWx0YrwzOUNVE9F+H9fuI5rmz426r44kaJwI460ShivNkKMlW3pzqQvxKuaepGubSGQfzvQVEXVnn0/yYADRG1PFmy84/C4dOy+fGkDkeViPUyFcUWfA/rizcSEQYyVbeHzp1bxzoPqOzy2k4t1uS6I2J4dceEVCnj4gWP49iPjHekYvhrNRUy7Ni5uBkjjGPUgQcG2wRBM0aTzvvYxawTYP+pgemxC/n51uYZ/+9nXcMfuMeyf6V1cqs0Az51exMxYEZVil/I/oKzW5ja02/kIQt+L+twKZY16DtYyx/NG5/KNmGfa2Fccx/kmEeYKpCKJZcPCtFvGxOuUAMqbbdgI02hbkIxFoNwAY5K8gaoqVmQE94Su8H6tpGOZlNdW43wwkcvXoUOHZB3R5/3ChQsSdPM9zbzChPDrdWpuJ0dIg1XYtTm0oQ1taEN7/XYz66yWAKVUzmOPPdbT/c6YhkXHW2GvXFpFEHSparUvQL92veHjk89fxO89dwEGk7fizqtkK5nMlJkCwu3x5TuMiOrnF187h7/5sccwN9eVEPzEy/MCVKFvxX0FObpcOtYEpCRprEIIvScD2DdbEdY60gTrXeXHrd0elQtSiUQ/jAXczIQYJXzEMumdNrufMnkf7nNQEmmg391nZCPc8f2M+ZCxU7bVTMO6V/ZnC2OLJLa6n9Hb6DAPIsVd4wX8oxeu4fR6A0FM/9hGZJgiVykJ8MyYeJPOmyjBb5xZwbt3V/As9bZFmoYgdx3PZKyQpCeX7sRsyrK55SFwu1qPXh1NrxH/XXYUG6KXpBhxLDw0WcKBiot3z5QFOHO1QbmWLoNKfr7zABb+6EdM9DJWUAyDkvyMAc8AxpHiWjYWUYnd5hwoBhcFVNraf6p0tUXXfsv3VLGCrJz8uUQWRzPF1VYLV5ttPLmygRObDTSjREke5Zho5JwhxVpIcA0QdPalrlX6y4zNLd1+IU2Sym+vBkys2wII4uV1dNTGuFMQKc1GHKEZW9gMCRpTXas8d83I6Ehi1pIYFxp12Ia6V5pxKJI93DebZlzbheOaeNcdDwpogewba1fXML9+EQ3XQTRRkW0EHJyRwoWSAeItRHDOhGvgwQlXAOgiJZQmaCVNrEermLZ3bbmW+V6cxnBz1NM8H6TqH2Q6ks6751qeSuYwJy3V6GNd1Eypt8Ks1EacsiCU9AJMUuOGsqM72RZGli0X5Q7jJ1CFLw5I37I20T3MNWwfs3Md4ZqiJdjykkGk2Kb1M0l+K0ubMqYZgu+HNrShDe2tM+a5yJ5y/fp13H///di9e3fnPR3b8DNvFqzCdX8taPeBBTRDH5kymvL+KxsLAu4Qp1ZjPTMfl+6XlhDRm6FvqGCgKcykhXpLscLkJfVe27wi32DBV7E4dwdBEMWeUhvXmwXx17SN2CnuGPGFTY6seMq/JsPG9n6sgGks+vYWSk6EETeUv7UiAqDJOqiCJpGwF/khxeAnf838U4JYyBjjUIZEgNq5jWdGXzvaxpfI4CaK9L7DHKFlS1WMmLmxPabCJA1YUUYfNM5RxNw5UcJ1P8Lf+eoFzNfaoOdluA7aCRkm4865FelMiRNTLDRD/MGFdcwVbNSCSNg0VZ0uRTtQtTKCS2oZUCVvcr7pH4cxRoRFoyu/Km5M5l8RsMKpdSm1GKd4bM8Ijk6XhcnlwV1lfPrEcgbO2OrLUfqGfr3ye1OUSi48NjdTsjUbUL2tzuOBEQMLGyEa4v9xji0FVOm/pk0TVqWEqLEN47huJO/JFaSwHU9qTPTRPM4fgH3TFaw2Q3zx7BquL9fwi595TZqzGwnjQkviw+45TdFohxK7jHgO6n4kx0VVANcmGz1904yNNAvI2MTM2ll1vYHEciSOna64eOe9M9KYcmKpISoEi5s+ApGkzcAk/E4jEGAKGVb+6MwafuKd+2SsnKsLq00BzPA9bq/gOji4Zw8++uCujnTM2toiamfP4s6yjSevJ2gHZBdFhyk+FCYYYLMd4e7DE3j42BRmS7ZsfzNI8NWlBmaLNo5RzqLPXllvCbCNjQra7CDqNGAPth1yCZoUh8A9862p0XAb+71JNKMAvBvYICHjNkyJ5abd19egnDdKo62GjYFHqaSEB8tXt+MAZxpX0Era8Ez1mbWwilbs457KIRQtb9tjIdicL80kSWk2nndKzJH5iu/lJYNeL5Pk7dRQTCN451sJgP8tA1YhooqUcrwI6Tz0d7rfysSuko/orkQ6qSv7IQtGJwFjoGTb0o3Vu/gTLMJkGwu4ue44OSEpLHZVOTbuOHJPzw210g7QZgdWlmhUi0Y3WWiaiWgLNjeJRlRJUJ9ZsXYqiSXDtRU1NBOfWUK2UHRgZw9rSQ62I/g+50klbcMMcKBlmq0+KiybqMlWgFC+0wdYEao2jerUAoa9bCLh+ibsSrmT0M6/H1brhM/1eU6W2m67vfPDXksDaWOBXrLX1L828JtfPouCY0m3JHk4uEAZ5LHuQ4YLlZnJjj4TTT/FV07MY3piRMa32QrQ9Ok0CSe5Aq4wgcu5yPFJj1c8cUDoYA1qyxRauMzzYvKVSXU/TvD4oQn8gx++H8WCg7KnrueZiot2oKiSe5whUr1t0SYEUrKJRJEw2MyNefiRR/bgkb0VPPnSq7jcMLpJU35XEBXZNoSXTCfGE1iSRh1saldqAVUvCFBFO4YXVhsCMJH3APz7Z6/i0lpbaPdI066PXW0lQypn1goSAb7Qgf/AsSk8tGcU7z8ygR/55RfEueB+RGYnpz/vkSIvCzSqhoEvX2mi7JowC55cq+JA5TCfcvx0+Eyi01M8f3kD/+SJC3Jgx6/X5PzTySJgZaHqC2Dl4FRxi3QME37h2DX83B9eweW6gq6FAa8uA9MFA0dnKnj18ho8O8bMuHIEGFQcmB3ByavreP7M4hawCueHdPRejtbtyuImTl1eBYhO5fNh0G2wHYWbvi7J7tTXmXwrk7s810cr02gmITYDJqfV5cRuhHtGdsHeBlByMzbmjKAV8P7vsxTizJA+rsiOzT7z0ZZEswU6oLrIYyJCiBAByLFyM8a1ZGpqSl6yXd/vJHoJXOH9wnVIJ3oJ6riRc8nv3Goa7re6C/F2SUQPbWhDG9rtZFwP2PF++fJl3HvvvSL7029cL24VAJ9MbQO9aanQpwJ+UEbQtwUjS8p0XWUlm5OavckZ+llFOxXGlnVrsgeoQqN/RasHsfhz3ZSxSmqxA63IljyCKEQC0UDBtTE56qG+1tqiHsrP5FlRuOxSylKDRNTnMn9RAOLq346JjFACr0A2Pr2N7totEpuZlM0gE7piMiPmmSczI0hGmCz7AC96XNzmNnjZzvHl3QgNYJFhGwZ++dUlkTOVM2CYqJJe2diaLGMilf4sgSJkJLlY9TuMn5s8D329B/x8v/8y4phYD7oySXnrwmc4yQp4TkkmJt1+8MAYHpgooeKoxCeNkjrLOn7MMaLkk/md92T8ZM1Qvv794yUcrBQw1dzEH2wEQjCRcW12sFKd+JjdsjqhnhvnIAeacjzSp5obAkEx1Dz3kwQL7bZibM30t3/t4jzqYdwjSSTxiIwn15zBjrvsPDLt9vjUJHZ7BawHMf5wYVW2nfEadfTlOYR1kf8hbbOB1TallXyRfXJNR3ICnOeOOBDZRHj/sGghMVGC59ZXcKRURiNit2a30aYdM1YF7ixPyPEQlMBkn074MdEbLM/jfBwgYtMFQUtGKtTzewU8z2swwoTjdmR2+K8DB620hQiR/Nx7Dvuu/5TML00prmjpn3xfC+fDMVQiuXt95YhEGFtkCdx+4IfKs7z5xK7anwk79RAZfufcaBCLk77xrj2TbLr9bdbZPPFZoToeBxlROuoe68yKppzh3+W5cnPHzvPONYavPJPk4uIiTp8+LcU4zSJ5M0yS6tl6+yR3GdN8K3UhDm1oQxva2+0ZS4ZILQHa3+yk80m3KqZRflh3QZWSfya1GCaqOK9kHBMUzF42Pe0/Sttpn8/oGgncNIZjGzjywJ09QBX6MlXKB1FiAxp430WA0Bcs2zHuHWsKyJjjKNsJZoi2hiVyQwwt+A0leTlIXLDrQdkEbccEa8Ti+/OzZDHM77WABG7EcVFOQ+WcBRye5WQZXgWRkrLRqzVBJPr7jqXqSoOM++9PA+oUc3ID/4PxQD7XL6B9qxsfnakGuFhfkWZZVsooAukHPW3AKu4UlhYV0/C9FxZr+Oj+cTm+VkDFAjK20MfKeHEy1ou8W1h2yUqYInKUPE/P8WR1Pc2MTt+GIAQ2s86UXfwv7z+EsmejnNXR+Ddewf2HzzpGbyMEmUOzvHjZQaOu5EV/4t37cO+eMSxdPIV/+NVACyNJI62cP8rRktckjlX8xZz9Ng3fnRMidYIcszqbp1kcZDxbKuHaRluYXCSmMRTT6sriOhp+JHJCsSWVQ7U/YTHUM5OKskBkK6mWxw+O4X1Hp/G998/iz//zL2J+vYVqi8wxmT+bSdqSAdVvsyk8xfVGiE9ttAUgRGkeqk6RZYcpBoawKo5jY4q6g9j4cHG1iZ/6xEmUXBPPrzZV7dRSgKXVZiDNL/vGvIHSMWMXFnDmDy7ixKqSJ/JjddzTox4e3DuCC5sBRkc97Cp15UHHPQvXGiFObbQHglWYq8inBNaaAU4uNeSc50E3+vpT13smwTU4BM3uEV533fuSdiv96n2lKdSSNlb9usSFHErBtHGoPCuAkzdqs+4IrrXWchyiyggM9EDp3sG1+NVwE82kjRGrWzNxDBu1qImVYAP7i7tuav+cW9Zg+LrjjjtEIkizrjCeYc0mLxlE3/9GceLt1FCcDmWA3n4Uc/yd3e3Uc7/rrrtw4MCBgRedZla5Fag0whvyZAVJDjWblwVSyFcLxYSdRt2s3qDLXRX2+X0lZsaHlKAYc+OtOLZaKLXWuU6IGVlSkHnkCGgERORl6McMHENmDKGnUhMp/xTLjiRy81PqFQmXSRGsRsK20QGqaP09bbKAqC86RRdRyLnFYIaVvHFRJc91pORqkraP9vwSvNmpbgI8DBEtrymkaUdHPvek14tvwKTRgMm0LJhElHH7zSYpd1SrHfdpRNTjkW20Q0UxpmHGTMJpAK22zWaAzSYdNlN0F189fR2nLiyiVmurcZQr1MPYCh3OmZK7yZ1oDaTJjkUcEGETUYszE/sEFz1z4jru/+u/Jfv+6CP78Pd+9DG8546J3vMo517E7AfvnHMQRigUXPnYX/vgYVhI8OpxQzQhU1/dEwS1gGCazqDJuWwqcNBN3i/9D3IVK6TwbFvujXYQoREmqLYiOSYCgXrwRAMS3zpoYPKVl9+ByQImyi7umC7hlWs1hezO7hP9eQJTxkoOFmqkN2OiPEGByHEm/RwHVkoqRgYG6hvd7j51ag5NFvH1azUBHcWZE6wT62R0IbiGVHna1hoBnj63KtqMU5UK9hZMXF4NpQtZdAHDCPONGHG7hSBMERgJTi81sNmKUHBM7Bnz5DgaGZVe3iYrBRzePYaXzy9jvOwKkvn0lVW0qaFp+ojEacndIx2HVHjtxDkm5V3PZ+TfFHfv3UrFdiuTu0TnPj62D4t+DY04EAT2rFdBJXOCJKGZMem8HttW61AAOO62yd1YXUU94Z/+meHQzVoWsmTfNoRejkU4vnhM7NKjY7SysoJz585JYjcvGUT6ui1jiykxMBht/HYFq9xKPcihDW1oQxtaV/aHAXZeArTfbiVbJDurtpiu9vdbFCPNOqY6cVBWMzX6U4lkWQggYO/xSkF8EcYU2qYqjoCWdYFaxzR6faV/RL9nvRXBdQgfUKAK+pD9JjJAfbzLqqEsgUuwspY87QO4DDpsgk1cTwNyMnGZHPNJd58KHCM4+KxjrlR20UTQA1ihfFCh5HQSsfltiISJAE8kmtuyrooPGSUComG8xk488Xl1QlQK3sorYVuA2ka27e5WsuS7IYAUGRPdewC//OqCJBVlxg01Vkpk6snpT5drgID2hPINE/p9ghkCxrMEd5B9RZokDPyrU2uEXmDUMfF9+8fw3ftGBHSRn/tB8j39+6fRC5wtePjw3CQuXaqhKIx52ZwIuYT0zHaM4BdJrncu0dxxDXBlFMNKd6+cGxJWcGo8gzK+BlppLHKp2ifsSlSqnezUV8creMx2MOLYmPY8fGZ+JSug9B4nixAEBwWxiRoT1BmAiJJB1ZBsH7EUFIxESQjnj5nbKxoGXMPEuWZdxq/u024+heeS8Vn3HKRYD9tYCRowHAP375lCa+M6ltpKZolz6FEfPgjgpiZcz8Sm30aTc5EmQi09arswTDYSqDgkb57BdCWLRaoJop34AjAnNXux2UZLCgsKfKO7OIsWE4VMXKqiwXY26lTeki5EGkdkpY5I/sTMI8j1Zgmrir5H9H39eva5w6Wumgf6JEq7A9rmm7pIskMSfMsXcvdEP5Mkm7w0k+T58+elKYPJXR3T8HP9sb+SO9uaE3g7dyHmu/yHNrShDW1or8+2W/fm5+dx/PhxAUOyTjNoXZBC+S1qKqasxaDFL0wp1ZiX86OfyrjAQNm8cSxVsmKUbLW2Mc/IBse8jyE+gmFIjUY3RHY9GdU0PMocNH068caFW09+6jQuZ02dNPFnB4xDygjif6Qo2ZFsV/uomtXEyH2XDCpkAdFynfTZFR5aL/w58C3BOC6bZi0B9giYwiXjvNUjCeRaeUlOFSPpJlGtJLCdL5/1QCi3I9ukqOlwZyzQZ2z9zN+T8dow82yUehvq92YUy4vzzlw9weC/fXUD47tHVGN2M8TmerOnf7n/Mo2Y985+pvIAG7YLnqqFqTgrhUM1g6yZOM1qY3Wk+PFPnZEc9r1TJfx/HtqNh/eOqgZaPU6OwTIlrhrE2EnwCZtRfTOE51r40XcdxLFdFfyn5XNwZRKzoj3941I+R8x7JREJnRtaB7CSRRh6cGEoLPC25Qpgh7Kh9VaAzcUNOEiERTUfUnfj1nzslLGFGiYaQYrDM2WRn/22Y7P4jafY9KvOq2aO4TYKnos9YwUsbralDsQXm1WkWZt1IcYkFgH3qjlE71ZfqfvHC7i02pKpYfxt26pGw8s6DBWoZqTQrRM0gxgvXqtiqR5gvFDGu+7di8vPX5MaD7/H8+OnKU4v1QQU1PZDnJ6vY6XuyzW1d5JySzYaA2SGaUdGPTy11MCEq2oaZ5YbwtAzN1vG+UsbnXKfNukFzxhVPcdEK8colD9lu8dcYYt5q2Ia17RxX2UfVrwa6mFbnmmTbgWjtmr2lXyJDidexz49izW/7iO4G5KkKDm21N8GWTNuqwpNvo4udXUTzVjJxN3s8z9KI6kVSfOE42B2dlZesp+cZBAbwmi6PrMdk+TtBL5vt9uSG/xWAuDfHq3c2xhRcqTIZvHsXe96V0ePd5DprvVbccE51GHOEII0UgaL87DNzVykZnjbz57v3Ts4pvRI9hk/JtpXZZGKVoSKE+MT155BySrgnrG9uLMyJ2CVbqKtzxUzUjhOisiEFOYJ7u3QlklHVu6jotBjbQGqdI7PtWSB5SLRr7XW/aU7AIX2tASw0rEOUiYDO5BJYXSs+7vAW1tAo4643kCz3oDpuVJoJ4BFnuIEgrDwzHOXB6vQme04u70HYI6OwsoYD2hCq7y5iXhpqes5hT7gKnQkz5mAPzJO6O2Si0TShrUGnlkSPaTuWOo1xWpCyaltEjMExehF3uTxVypIqtXONrggk+Xlb/2XDwnl27954hyq3E/2HT+N8fvPX8bxy+v4bz/2aK5AoFsHd0qJ0lE1MF50BQzC4+DCfkeF16WJdX6dIJU8UEWbCPmZsnjrw+23/GnJL6Jd9ZkUS6tNcf7SnHNWLrNTUEGw2VHaX2TQJgWG7OcvnVvHlfW2yC8JHWPWLZunZuc1PT1WFNaQpUYk+pISkMQpJgom6sQtkdmok+vrlldUuKBCDBZJ5jcjHJ0tY70ZCl0eATZ7xwvijLw2XwOSKn7/5Wv48tk1cbYoGcV/N2otlCnl1Ypy1OocD7uMgavrLcxvtgVExuMnDf6EZ+Lg7NaFhcf4J779TlxaquHU1Q15jmzU2ojoYAp6nxlcipayuEB2HIKy2C2prsWJERdr1XaXrl+OORHk8Y+9/+iW/d1KR0g7LQdKEz1/Y5f2Z8+s4osX1lHzYxyZKuJ77pzG/btvLLjI8flJANewBQms7lgVEBJwwuRxyVQdGwwY8s9kvhf3gVJ0SJFnuNp236TKM0OkGZ26kerkdXcZ5dzRQeCLwEk6DJqG8NKlSxKws/ioE71cs7ge3U6O0FDffWhDG9rQ3pwNWme17A+DajKq7LQm8D3GQLfCujX5nFO/U6GT/qKA57t/Ul1COYALq/oZFbbf8vEfvnQWv/mVc/jgfbvxP3/sAdy7dxwzFa8nEdU7DNIMk0qXySgTaQ5UPIhel6wq2x6f3scNgCraGaQ/2vGF9CERXCtyqeqLgR/JqzNlJoGrtjColCue8k3F31bddATqCEBX/s3Pm5IPGjQebqNe87tSq1x/6z7GxovwyFqZP0bxcTLwrdbD3k4qlXEJk4JxipN+lz5a5JJ8AnWUL62323+l5uNJ6QTtsJiov7FZYrpg488em8Znrq7izHogiVA90o0gxm+cX0crTlAfEHvcqMY+xo61NBEmEm37rQTnY+FDkY7VgTirhDTSHb3bjvfXYaIckMjOPpG9z4Q1cL2l/EvdemKbZAG6waCzblm9fR71k6trIidUtCx4Funa8zws3b2XrCIaka/2xgRtNlZizNqRgZSB/wAXVicZuY+qHygtcsdGM1bXbcGyhUa9FgVoxSGutzZwprGKjTDIuixNxEkI14gxYlP+xswIN5VsF/kN7TjGpcZ6RqZqYsNoYdW2cLA8IV1x/eYaBZTMChpJFVESwk988d25v7mihcV2JAUkKV6QxcVKMOkpUA4ZGUnBHiRhJ3Ft6mM0C5hxJ97SeEZFGgSoWFskRptpHQF8BWBPCygZle2BJj0b1XdYXzEma80lyKtb8MqDx3Y4Lj05N9o1AXKcUB3Hs6M60kgXZf0MokyEaiZJUmwzdumXDNJglWFMM7ShDW1ofzyN+a+TJ09iYWEBDzzwAHbt2rkz/laxRYqf0JHxUSYsgTmgSj+IRRgM+pdUqZ+otZmg4YKp/DMClVmz+cz8cSn43jkyhwfG94u/RCmQdhBk8I1eK9sGHGFD6wLNZWwCdO49bo5nuyW8s0IbqeKJzgFXdQOucv27DCmeRdZE1Y5LH47HkweE8EjHCyE8O2sXKIZohybWmo7EEl4hzvxfxb5B48/CEmgTLNIr10lfe9AB8Li1/E8+tsiHAYyHErkO1PZzhOAKPNJXm1LzRakcE4u5JgHGZKUKZS4tLM5XO35Jf1DDvD3z+7rxolUPtoJLDAPff2wKe4oO/ukXL8AdK6gahMR0KV5ZbuDvfPkS/sK9M9n5UT4ba2P8XcdTg8xzTcyOKFkeAitoUyULB2fLWF1oSd2oWNrKdCEyuQSZNHJM4zlW/55u4M6EaTYP3egcS+Nui8oCavKRjo4hqG4KEF9th83LeV8+HwAS1KPsxGIdv/DFi8I0Y7YJ9FDNsp0G62wcrpFi3LMxn1LGSd17lP/ZPVZAY9OX+J4gAwlhc8QACsukxj8z4uKV6zXsmyiKEkGdLPaGgQPjBXn//EpTfP8nzq/hj86sCnsrm3K4KdYddk94mN9QgBFRuxBm0RRunGBpo4XljaYCwBgmLi43MDtZwnsfGyyr8vhMCedqPq41QwRBjPV2JACoqekS1jbaqNWDTo2L9a5CwcLYWAH1eiANO0vrPOYuKIdpH4KjfuD+rTKqtzqm4bNytzeuqD5z+3hlvYEX12rS3DLh2Xh0soJ7x27MEk+jbE/RdtGOQ5lX1aNvSo6Gd8OEo2pd+j29TYJLlDRuvpbIygsbJHZmc6RFSYxLrWUsB5sSL1JKaG+B7KWKOVQbWb34IniSzwTNJMl1Ks8kqQEsel26ncD3tG8ladPbFqzCC4vdh9vJ/vSbDppvhR6iQy2t3P3KB+ROcAFe3lzIdUcQP1uxKyJH0Wg30Y5NtDNNwIodCU1cBwsRtfDc6lkEcYSD5TlBsjLX1t1fJ90m+yAmuVBUSD0yQEgRN6PXzjPTdBKR8lDQW+gmOflA9TxLEpf91gHpDGC66fHP+LlSCUXPQovHp7Xz9HeKGQ0gAR/cd6udk6HJzlH/eRWkDaWFfAV2IRuBHo/n9QBVOvM/Noa02USysZH7o6UkirTpxZSTSMetHwBCx2m7wgCTvQ1H6NFlm3lwjThh3QRkalkwNHK8T/aI2vKfO7+BVrXWSTKrOVbsLAQs/IcnTsjCKmwZnY3unJVyLAvrrQATJQe/+OVLWKz5+MzxFJu+SkiSeWVbS2IYprNtk60CbW2/kLZJAZdLtMtURgmaDR9eudBBMlOOqf8weinzFDr20loLcdIU52SkaKMdKLkdOkWcLybJl2pEzxLYZSjkbQphdCFoSNMOaqpzuQ0y4BmHTSDFyYW6OE38JOfsyEy5Q53O80Cwye++eA3Hr6zj7EoTTaF5S4Wphh3EjSCBK/5Ut9iRTRV4O3E+yW7jCtgmQa1FliEbSXMFS0uKhSMvCfPIkRn89J96Bz774iV88qlzAjwpeQ7GKy4u85pmZcHzctFV3Lm2yd4ymyGYJbme0Cm3MDYxivNVhWLOd1XfjCNEp+/yZlvm4/B4QZz8mzVu/1deuI4nzq+LM8YE/QvXqji93MR//2378dDcjZGgpOYcscsImehOww5gkKCuEXMES34VV9trgsSl7NDewhR2e2Mi8xMhEMAKOzvVtvgz5dF2ZjURCnbTR2IkHZATf06NAHZMqMvgNYVrjXZ6aCwu6kTva6+9Jl0kXMOYAGaS91Y7om+FkTnmZqSNhja0oQ1taK9P9ue+++7Dnj17bvidWyltemSXkrbs2A18SvrL+Y9QquexO2dxdrEuUon09TvxgciAZprQjonPfv06njm7gj/4nz6M9WYg+tb5RE1/TCHyQPSvKIWY+ZtMBPXbjmwcOemfHdetdOffmZSMg1hWe9IY93w0SdFuhygaSlpV5CPz8yDf7wWq6HEziUMml/6xtRpBD1BFf35zo4VpJgQ7Up1MBvU64x15IX4mwxHls7R5kHe/BX4sLqSSUVJ9nL3H2iWCVmNSHWVdlkLlW9bCCNcagXTo9Xw+Sy5/8tIGJrwu3ccg4FKvqS3weglSSHLw96+u4uXVEMuhIx2quhtsO+NQ2PXVL1jVnd+tiXBJqcnfU7QGUKJLAl905bsg/X4wAX9zsq5cbZtBhCo7GGOCL1LppIyy2VaNFEoWaNVXST9hjMnmpyYa62reiS/Qp19L57Brlv820hhLfrvTQDDpFDDhqCYWJg5rUSg/P7dxEat+E5tR1KE8F8X2DICmD0mFpt0ZDjMZ1aK0rpKpJUY9jHBpYVkA3ZTLzNMs899Jexpu4qER11BPFKuPDQszBVPo9atBJGB06sDPFEqo2BaW277IGNmGJYlssrjInLKQYjrYXRhDkPooGqXXJWsq7DKi2s75tGAPANjsZOzg20xJeU2iejkjaKKOkGwxmOzII+1kUthgAUc6ldMu+E7OmYXQYOyhnjcEylipC5P3jP5OD/qNDxSB8Oy8UwJV9PWYnVvTUjJPSbj995nI5frEl2aSZDxDoCXXMDJE6saxW5Fv+0YB8L+VErtDG9rQhvbNfqZ+7Wtfk/WXNZpB3epvFVskfaciZUSiXJr8Bt+J6cMRSJKtxxXbQcVxUQ1rsIxYQLMqR2yIhI/IuCCVguwrm5dF/uf9s/eIYA2Z6rqAblWQ9QQkrdlTVLNbHoCqBSC1dQjUs8VZb07/RNWZEv3RbRo9VU2/l/WQY3HNREDO2sa9GGXmrSMCg7u80bSik2C6EmCj5chRiG8sZRzty6Xymf4+5gKZXELKTBI0ZPT2GmdAFT1G3QzgOQoIo02kSbNJUKw7mW/PJoCBEHrFCjnICFaZmikjYh2gFUr9oZd3sivXqZuuVfNFrtnRNNCMEnz1zCoMz4KZjUfjPuifN4IIv/7K9a4aQY4lZ6ewk6eDAAfK3n7ilUX81nNX8Dsv1LBGELrjKZbPbb7P+knTz9hVCCjJ+7ucDuYIWM8SNLmlgsVuhy6sgidxU5dJU4ovwNg4sLKqtiPfidX384oJDBJz/h1rjhevr8OIQrRavtQGTNtWzZgEfhCQH8SiWLDeCjO5VyUHxdfVdTbWKmknygwQbMSap2pKVoNjnYzMJXdOK+AI6xd37ypLTKibgy+stfD1hRo+eWpZajRkZuW5sjL52xZZSjunV9XYdIzDcLvZjjFa8VB2FRiJQJrrS1UsXQwwj2nJ55NRXdtMwcafumMCL6w08dT1mtTnuK/Roo3Dd0xgaaWB6ibrhylmZ0s4cGBEwCsnTqxhoxlhtuJJXY5zwDEVPAv7ZkuY2UfpVt6f1uuKacIkwWrQllM85XpwdT31Ju2ZlRq+uLipGrdNA9eaPuabbGhI8PjUjWs0EWsxloeS6aARt+Xe4oiDNMWEM4pGHOK12hI2w5aMbW9xHAeKE5h0xrDor4sUUNHk/BpoJb40J0+525NR6Hk507iOpWBDPu8YirXzbHNe7mUCVgYZ55LxCl+HDx+WnBpZV/giMz6ZJMkeSSPOgNfy2x20Uq/XO7K+3yp224FVeEGSipQv0snt37//popm+uLihXgr5BbYwaYXN8XIcCNXKJN7gYWjlUPYX9iNr558FReks8mSB0IUhx2gCo3b10vda9UruKOyGx678FNVoKcOuF7oVZJKOz8GRisWNmqJJBUNPpizTi6dOM0nKnUXo4wy0xrkwqDo0OIujXXRloWCC37nqDSVcB4W23c+YrfI7OLgbLJXoFfbZYXIb2OnB6y8JysX4KqsqrkD5ZE5MdELViHQpchutL5boOOg5AAr/N3PIVcHmbzvKceATBdcyLJ54MJLp8X0POkOFWmiDlCFQAtFtfcLf3Ac5uQEEoJiBEHadWz5aS5kX79cRVLWx9lp6dxxaHUy+ESpMIT8kycuyvlVmJycB7mdZQn+7RwlfenoBK32Y/Tv/UAVbSJ1FEWKaQaGXF9dlhTFmkJnsLOfbNtExHaOy6fTbWCiqLQF21GMKEikkMGfCU6RZH7Crkc6KLHMP7eq137lv/UeXCNKcHmtJZqHq/VAmFzoENFpIVCFjDSvXd0QcAopzjkBdEwUOIwoYurSp6iQgMkkfXd2XPS/RFbIRCuhDJVKxs5NFOE6Jq5uRvDOnxf2DS6OdIh0ovfeA5PyImjq3NVVlIsZ9TSvN14vBHzxGVfhopqdz4IC3DBo4vPPswxUSi5mp8cwO1nBl8+t4fFDY/jw3TOdYxcKvm1ONs/Bly5t4A/OrmGjTSklYG7Ew5+4bxbHpnr1Z7ezC+stPH15U8BEo5mU0kTRFvDL751cxoO7Kzs+z4Wi2qpgJVxD2SqjKD2ZCfzAR9AO0S4BZxpX5TlIZ2UjZPK9JRqJ+wtT8FBCgHaHYYXP4yJu3AGZGHEGVFFdjmpClHRYbEYwM7DhjYxrD+mm+eJ8EgHLRC+l7FioJF1qno4u7xC/XYxjHiZ2hza0oQ3tzRuDYQLvGZvsJPvzVnUh0sTXHJz/G/x5Jp5EfhF4+PAUfv7PfxsOjJr4s7/4Jay3bVSKjvhfgR9KMZtG/4kdbMS2Mln1r79wGg8f3SWxVMU1BPTbBaH0DoS+Fb2ZmF18jqUoiynrmbMuBfZWy3fp6JiFPih3xyRov8+hEr2DJ4O+XF7ipweBwWRXmChd8c42M9aOPgmiHsvh1tVn1efZpTXw40JMGYrkUHdcTNT1nsTOTx0gUJbAzv1tJ1NElqkk8fPA8bbkO9klqvxdnS/XIA2CQehHf/rShpxzlarqjkiPgYCTjZDb7h11L89E/je1pQaTegDOVVs4tanADpp1ZFBHa+8xaXnd7T7RBbz0c1gQzrCdsWvXzajkdfyjj5YAgqzhtbMxzhsLH/kjZYJeum+zuW5lNO1hHCOir5nrquVIKBvL7STCJKN6OftBS8QurAeR+P+jjiWJwrLlwDbY/ZoIKKRiGqhHvsjvqKYaDbtQ45dcBJOoGZhGemxTzoYBwmyaYYq2yYKOYlMspOz4NFBbreHKlStyL9CnZTyj/doRawwVcxSbcU3kgmT0RiJjrGTVFPrwbgbcnykWUAgtKQikzJkYFsqkL3c8VMyigPBryYaSGcr8eXaGapnYQXEFcyn1tIoQ7ITmtWXATT2UjNGbApnQ2mlDgCpsPurIAfGcwZdYo4CdYyPGFARryXnNOp8TI0XE42Q6oZIHyROHQuBSDDcpwmAxg4CTDsiF8a6ZgVV2MlLTa6BKLp6RgHgH/YH+seeYJA8ePCjrESWDlshkC+ArX/lKj2QQE8Jvx0TvMKYZ2tCGNrQ3Z3qNvX79uuQxWZ85duzYTT/zb6W0adFK0U5iBFlu7kburoAqhHXEwANjc3h4Yh/OXziHq6VNWKYtuFA/jFDrAEGVfyQrdwpcbq5iza+jbBcRJoQgky1fSwZlUqE535T7U+wpzMcrefIwx66SnzFpfOw7Bg04aWVfUWNX4JR8DrfDupKiA1QRwEvnIwY8m+DgrVUs/u5azFkrCSG9XR1rkSVmOzea7/GoeIwKfN3LJpM7ONVsbaoahx4YAf8CHMnRYkpzrWZBzMVMeXaGrt/da65L/yyG41goFGysrTV7jlP86DCW5oCR8WJWH9HSrKpO8/S1KtaWG3DLqhlU+3tK/oggC+CyzyZGHYz2Ng8MkgGiVRuhytOnKf7t01cVG0lEiSk1OjLNbGc8brvgImxJon/rB+g/h6SU5zmnv5hJvNK5pJ9PRYPchHZOEWszrK1R6YDG+5JgGDbHyoSLlk13P1KgqaKRNafwd16aZOafHFey8WRM8Vk/pGSQH0m9QTH9GHAzmSUeexJFiBhkcv45DlM1cvBaSjK//vRSA7tGPYlNWGMR1pQ0xWItEGmd8xtt2W4zVM0uvN94O4YEYzOGTwi0Yi3IEpZRXmoCiKLvHqWoNgLUmmS9saRGYaVkBDWFTfDEiRM9DOlsOCWT6Ef3jWLMBF69XpVmXKn72SZ27apgeprn0cCuGbfzPLzn7gnMX28iaYQYHXFRLtuYnShg31QRh2ZLmPcjvLBax/t3dYEanMOdXPOrrQa+trGKKs+5sDk5eHBsEoc7dcOdjXWy51drEsOPs0EIwAgsrAURnl2p4YHxsjQZ72RjdhmrQQ0jdgllu4AwiaTxYq2xjuJoCS9tXEVA5hPDRj0KcKK6IMyh943M4XBpDpdbiyIJpMAyLvYXd8m2drJ63MZqWJPPk+2K5oDbb+N6exWz7vi26if9ebWZmRl5yXy0WgJcITM+GVgY0zCW1TUaNu6+XcH3xrdQQ/FtBVZhV/pLL70kF8873/nOHWV/ttNDvBWOEBMFoqOVORp5mqq+vapCtuHgYHkW484IZgvTaDWaePaZZ2B4NpwxleCgbredBj3OhVI9VD8HSSwsKw9NjuMriysqOZfpDspnUyUjpJk4uCh+254RfPTgBA6PeviLnzyJlWagnAUuGkGcUal1u/40yrBWzYAZGZp134ExVEa8zmdrVR/z87UOHbbMrXYsBtwcZKvInQg94C5CU3kpnY+IbAqBItss7B2wijgECXmrZdHcschNAEm/hQESdj7qBVoAHKY6rna7u8BriZWdLM9Tx8WaRWb5HhO9piSviV4dK5hYX8tdg0wGx2TBoQ+RwG201OIsEjx6qrqdU0XPQUOzdWgGGKXDRMqSvkFl5ycKMMEHl2VivaHok3mIwuxBgIVtId2OQj37zM2QZ2gAlE4EK0LunT+v8UhyP2Uafvnhi0p6dk0PMl42QTY+goLYpcvxkt1EjjNRTgzBKUR6awo5Nc7OKeoz5RTtGfdQcW2cW2502NRJPXd0soCnzzSx1ozE8RK/TatdSTetugQ4pWOeiY0wlKBFBTXKGZP5MUzxIykXVE5toSR79727e2iWmeildfTBi1khKEjQSv0+gFdGE0Pjcy4MEfk+1mqJdOlFpgk/KKAWGVjxKVvk4JkLGwJWoazRx7++iKdOtjB5+iI+cm8bH3twN0quiZfOLuG1y2tYaoZ4rQWMjBaxZ4SyUimubLbxq19bwN94z34BDd3ILq63xRmayZx9fe7HCw4ub7TRCGJUvJ2XpVlvCrW4jmbSki5IAcsx2d02sOTXZHsVS7H28P+N2Mfl1grmvAkUzbJQdDO5LEUVKKDTjU2n7ftKKlLUeGNrCvdbLpfltbi4KOefXYs871evXhWHmO/lHeK3Q5ciUbsc19CGNrShDQ1v+PnPot4rr7wi9Nj33HPP63q+38rELoG3Yt32vR3t+95xGPcdnMT3P3YA9+2fEKDlc8+dxr37pvC1xWXxuVhwX9WJrszJEmCDLKUpnnhtAf/LDz6In/74caw2dIJL70EldkTrOvtbybHwE992AD/40JzQDf9PnzghsYVm/WOsQmDFIKM0j7YwjNFshj365ZTvYRKzs/cdWFjoG/bIVvazrwgoJf9d0mazeH0DEAVdeSU+r8rdOzCfyDgGyef0AY50bEP/jzFfh4pYfOKtIJ1t96UlQbPPC4snfeKUwAr64L2fJ5MKo9fr9QAFu9vU0RlnboQEURB00WXU0Yn53n7NTlOFJP2BEceSTq80i82093ujI8o1Fe4obZrvZpXrq3fgW0zgApmUr9qOpjjufolgEJYEJEzMAQryhYhWlEoPhRRCCBCxyKaidNz1uJkvYEzBTtQgNjMlGW6X7CaMoRUorCMblG18f7GC1bCFdTKTZs+gXV4JMRoy3404kP1K2SKLZ8lkwsSiNFYY7Mw10czowTWNs6JuZjKa31VJ5lGvhAfuv0/lDGo1rK6uSqKXsgBM8BG4MjE5AatgCdMhU7CynVzhIX958kdhniGBaQbAJziLt21s8O4iywwZd3x4KIosT8urYerOMawlSygbI/AMBW9vJA2R7iHToorFnEwCNkEbLXYZoGKobrobmZb+2RIbMD7tQPW2N14RZEtJTErlCgJevs18Cqdd2gd6QPLMOSWIjBBOygaZDOklDDiayfMm7uuBH1EFuxupwO20JvG8EpRPphXKczOeYbKXxUsCMnWSl/8yjng7JFSH0qZDG9rQhvbmjPHIq6++Kvmshx56SORMX4/dSrZIroclO0YhjQWIwXx0khodKaC8z0V/6qGJGUy6JdxRmRZNmq+/+DU02y14d5N5goVVC0mkAby6RqP+U7tjXrWG/aU5rAVkJehlMIFmAO+MDxh3RnGguAfj7hhOVE9jsb3WaYIWlojMd+tfixkmCGFixp5C1hdXAKvK6JuTAVD70GYmA8QaxKDlVjE6KB8u/7b2N22LxX09Z9lnZHzptg0DogKQ5deZp9/q0/edLgH05N6nLJNlSryW37j2yislA6UifUAlIdQONDvK9vvQMRVZOgsFB81G0K09SArdxEjBRrFEdvzsIDPTbBzM2ZMhs2e7uUCCp0GBEXolPdl4QJBMzzFnsRj/XnF4jRpYqfuqvseGh5isi6q5d7u2RanPuA5Cf4f7RroBNMw9M8eB42V5+G0KLIbN/Hq7V9Ugn6MQAEummsA6nAaq6HoYmSGjGI2mj0LBRUDQvGPBLnqo+3EHeERCnJJDyakQYctHGqsaqzQNBAScmwKqkXxARhZA0EbFs3D/3AhOLjYUyD6FnL+H94zi5cW6gFrIyK9JZeR6zNhYuH/GY9LszM/4kWJtjTNJqYyphYHXZjMUudSp6Rk8ft8swjDcwpCu/dokKWKEahJhIvUMXRfj2B3pku6eA69gozziwGcsTtZ7vl+w4BdMXGv7Ig/72mYT3z47Kg0HBIt83XfgJDEeuL6Ox6dHRBL3Si3AKdZPoggr8QaKbopRh7UNMnBGeH59GRWCMLwbM20s+6GwuYw7vdfqiG2iGsZY8UPsHSBJlbdZb1ykeKpRC66RSfOmMcxWio2ITKsxxuxC5373kwjX25s4UJzEtDuOcXsEtViByUasIux+UoFtpIfI6lmi8knOCFwh+xUblj3jxjWqfiM7CV/ValWALFzTeN6ZuyOTJBsv8pJBN1J5+UbWaIy3QWz1xxKsQi0pXgiPPPJIj0zGzdqt6kS0jKyDJuu+k4RNJgXUR5YsD6Yj5SOYyLSUNeL4wIEDuPPOO9FcOIdztXVZRCllMaAnLttSpvtlqAeoSj513S3+nQhYSRoawLGJIn76kQOd7793/xg+fXZFaLlYZOZ4g4YPq+DA7lBMpWjU2thca8o+ipaB6YPjAlTRbCy89kcziZT5a9UOopW6fFxQ+60HTduTeRoAWsnTXHGRk1bBbU5CB5iRzQE/7/uwtulKTQk8EZpi3U3EjHMEK4lg8qFsWagUqbGWorm62Qv86On23CaF0/OAknZEJVFElGHZlXlfbfhoBb1IYWFk4YuJR8tCybMQFMhEQ4o03QHZBQVVRstotjLkbv/+OeaMAUYWdTKJcCjNFlbXN1CcnkDqFtR05bZLRyfRNHL9Jo7J609baQd1R9sBhJLfzo2et80wlkLGRMnFvnEPS1Wl/7cpU6Eca3b5dloS9T+dpHJHdSn7nxrUy5c28Oce3YUP33VQACXjJQfvOzKJ//zsJVxfb4rzmuY6f/ldJ03hOQ7SJJB7lPuVRLwECYbc4/q88la1LQdhFAnKmNJDg2iWuUhyceSzo7G6gFEPcEc8rNVDbOQnR56J2TXKA2o2hVkp1o5qHAurT0iwWtGVpPiV9TY+d2IZP/epU5jf9JEkEUbqNVzaDHFmsQ5srOErr1xDEMVYa4WyrXc/egd2H5sTpPn+MQ+XNnx8baGODx4eTLOWNzqkHCHnplOXydDCRYddlDdGRZWtIo6UDmLJXxXQimVaqPgFAdP4ExGKVq+zUjAdtOJA6OjGzbJ0XW4n27O9dTsme4ouwsL95jsF+azj2qYRu0eOHOlxiJng5+8EaGrH6JuFnB0mdoc2tKEN7c2D75noIEjlZmR/3kqwCgGwN2tzk2X8+7/6QVl7mKQhKwyLkY8//jiORg4+cfwJbLZCFMhGJxX2bgtc3oOutbs+5yDPWn9Xr7c//yP34yP3KM37ybIrjHf0m7RuONONm81IuqI62xUgiiUAeL4I0F6pBlsUj9ptJqoMkZ58s9Yb5hjdGIlJ1dw++7/TYTrU3xMA/o3ljfT3lcqjYu5TTCUGyq6Fqh+h3epNZLJ7kHgDMhoO8iG2cyt0KnjUtVELYklgS9NEbjyy7U6CjolIyrb005orIxMHWQ8p9dTDrcL5YJcdWVDkrRQ2TEQg6J9xroFWmKLg5IAgcgVkoHF2z/XQn+t994aeg+e0C5bIf1Ozmuxk+VS5JP77kvlqTEq6px8Xpu8BHi7nlSCgGcbnwoBhoRkTzNDdD33okMwsWXOAJFqzD0RkWmEcLR2hKjYhoHstquH+0UmEiSWMKpNuAdNuAV9aO41a1O6AWtSUZ2CbLDYypCsRWWze5cixDTJYajkdNvGQbSXO6N/VS9Ms33HHHeLH8nlB8MrJEydh7zJRmCwoaWKnd04oeautHUfShaf/nmZ/S9KWFJlEAspQeYNVLKGZ1hBbCeyShWbSQGgEKKKMzWQTIRuDmAIQyn4bo/a4/KuI/QlAaSFJVaxwIyPQpntm9PnZCtDacRuJA4NsNBlgxUgsLF1dxezcdFbiyQObGDfzWJlLyGZLkFKvMxYYWNe5edalnUxo3y1LErlzc3Py4vXB2IHxDM89KbaZk9PxDF+3gvX49Zoe15AtcmhDG9rQ3rixuY6FspuV/XkrY5oCm/OynlePzGSMG9wAK76n/Eq9TyPF+2Zm8fjUQfmdvgnli5iHe+8jj+CKfx0Xm1ekEKqW2vzimAOXUyo8iVC2bQH0siCb9/EKli0+kf6bazh4x8RDHV9z2pvCergp67jOLBOAQkaDPDaegAmNeSCbm2eF8rn8cs7cKln6m5ECcyggt4n2gKnN+8R5X16/p5gI1TzqxoD8e8IamPue3hZllTSwnLOvPrG1SpbfF9lYxKfN/sAGBAERZ7Kz9NAiw0TZTQWoIjPPv1uMYZlvV9JPgyzkG7lAkwCRRl1JsxAUwFhpLQl72F1obGQoll3YUjtLUC7YuHa1imKlW7DPesAVsZ2vWMc1i7tuXCDjZuSkGB8vCECFAy+4tszIxGRJNlJfbyGtZ0Dyzv+YK4hQTJyBzCwKzHMzEP3+P5nSwOC4uZPbZ9LELD6ZnIzBgaH+XuCricjHsZYp2/D9EJZtY6Ts4diBKSy1EgGtzFfbEpdzE6xHsAFDA1XYrJIkhnyff4vJNGjbWROLysTPk0XFNfHj79gjUj+sAz26bxTn11v4/IV1NHzVnK1ZK3mZsm5B5hUnYtOwkvhhfUPuYMZszBWI9ICOg3h98d5JJKdBY66eDUZ89fu1i6s1lOJxFGwbQWqgKSQCKr533LwkVoqFhQaazUiahQhUYSPz8grnxERh2hMJ13U/xpWGj1+/sIyFVogkNuElKarLmyLPU4GDJ6/XhR2GTFKU4Dk2ZeORuSz2sh2shT4uNmo3BVbhs4vPKc6XyMDq+ZMmCAXsu5FRlvWeygHMt9ewGrJObGDGHMHl9XU0ZgjC6W0SJqCllYSoRm2MOgXYpoUJ8+aYYLQ5pi1smAT3kzG/M+40lvfYdPFmjOsSa3NUPeDr0KFD8jctGUR2fAI1tSoC149vFpNks9l8WzK+/LEBq9x777031hz/BjhC8iAVSiqdkOhaPuWmEIDAqD0qwTsLjpR5yCOOP7TrsCQ7ztfXVa5BtUgN3K+fhDi5WZVONGoiUj9PJ6cE9Ggl8GPFFPIdc72sM3/q/t14Yb6G5WagOqGYyIKByTjBJdKhUUalHUqikcAK0l793I88gJ996pLQOHdY47JMxuioh7UVCyGzagOkVDomSZT85OX+LhOmWCbGKx72jo3h+CXFGkOKYVn8BjGiyPdjoRfjKpdkskRJtQprYnIgI0tca2zNUhIg0mzI+bz/6Bw+8XM/hK++ehU//g9+fyBXgjCQDEJ9k0WFT3HtseQSyHxIFxyVLOdC+u3HZvCplXWVZG41e+WF4hjV64vA5LToFKY8/s7ODYzPTMAhutT3laaftIRxDhKgVgcatc7HO4ryGQMNkcCNpVVYpLbKEkKa7llQq0UPCaHJeW49zq+gjt/gw1akfMwtKGR5i1qGb+IhLojkjJCHDsSdMyX5nSjaj94zg7Gijd97ZQkHJwsiHXRtrYUL6+0M8NWlEuxsL0fZrn8ijduXX1uQpO1P/cD93c/w1AUxii4Rm0QHZ5d5SkebOp/A0ZkiDoxauFo3UF2oZZTppLlLkEhxRU01iy1EB/O1XG3j7r19x5lL9FJP7+572zi38QSeP72oOlY1dJ3/Uj8yA24J4ln/XbfJZWCtuO2j3Q5glmwBUP3t3zmOaxtK014Aa4Evjt/y/CpKzSr2T1UwUnIRrjSwUW3hpZcvYnZmFBMTTOYq52tzJ1R3zh7YPYLZiovrVR97Rz25L+gssvDxnUcmpXBxM1YymWSfgBkopzJKAkh/pjyXiYDvbocU4/x7/m+v19j5KBqz0r2o/5oBCNM3v4wO0kHsd4jJKKbBKxcvXpTP5yWD6Eh9I2yY2B3a0IY2tDdnLMy9//3vf8N+0K3sQjyya3SHqntvSPLY0RnxS8iWwKQu1x0mp1mYJFz1l3/yXfjbv/k1XFpRjHRimqI5t4t2EOGpc2viS02VbIllNkh/l6vIS1HcBMaLNr79KAu3yiZLLv7y+w7hHz9xXnwq5dNBaIFZ9F5uEJBCVkNDwBv0M37owd1otSP8xkvzqnOqLz9HJgMmjTq7f4OxJr9DVpnDE0Vcq7UFeMCxcRw+oRbbFIIl5qHblrH/MTHpejb89tZzvFUmEznmGiWP+afvmcGP3jWDv/3EeXytWd9K8Z2BWyQxN2D72xnjT75btMnukWJPycbpTV/5v30UKzx/m61YAEOd/Wb/MoYd97Z2W0ozBgkzoxwteUqQiuq+VENTnZ5JYKHgqI64/LYVo0gvYEU3e3Q+eNOnNjfPO3xKMaZk/aPZV3jeOwJIN9ifynUrNtXpgolxj/dEKom2d01M4qXNdbnWmUzk36+3KJ+rJGR5XOwS7Ad98WeyrzhmJhKUxlgKVnHPyD7MuKMd35Mv3hNkLmnnpkiB6pWkZqEeoTBZRj1hAjhU1zlBRLmOXpHXQiLSxlLAGXAP0a9l/oMvvr/eXMNCOI+Qsl68Z11V2NDU+DTmbZqRSjzr7mTdexAmsXTmseDASLOWbqIlTDFq8vlsIMMJC0mNVM2ZY7jSAkswf5RGaMR1jFpjKrcjskfqv5sBtReMEoKUjDQaLoXOz65wO97YFEujBZPpFCMW4EpAieOsKUpR2+fn8XVdwAP3mFIemBJCisIUeXqiGxHJ3sh4vvrXNWm2qVTkxWYtfmZzc1PiGTJzEbiZp1ZnzPuNYpJkgZVyRUMb2tCGNrQ3ZizgEXj/RmOaWyltWnYsVKPeEgR9lV2FNtoJfVdTmOLIvnLn6JSsscyrnT17VqSLuEZxzTpo7RegyvX2AkyDIFzla/Wuv8pzgxFjjVIUtoOi4SGIKdmnJEiEKSL3jV0FFUdpmyvMYslfRjWqw9J+q2lgb7GMzZBS5qzZKP+XPg19soen78XTq6+ID9TvDZgZK5+C6XAMeemfrml8wXbKf6ahoDMFy8RcpYQz1WaXmVB83cFesWslKDsEExtoJPRZWQRXPvGgb5C9JYm6A+ykggnaZx3NsfB3H90nsdz/+gLjvi5sSDe1erYGu/QGd6xrZYR/PedMM0WSaUPm1DJx72wZl5qU5UnhFR1p1tYTJSz5FQ8TuyqoV9soV7xOM4I0YZKx048l/lKgF907mmJ0vIA9+0Z7mhKkX5kxb3YFVSaLGGsGWF9rqXFnLKS0eo37I6hbfV+kbEJVf0i2sOrnT3CuYaRz6N1aWMwm72Kfn8prlQCOIOitwUnQSNBWdnLyQXQH5ZwDG8k8MI51cfcdu1AquqgFER4/OI733DGBf/fMVewbL4q050YzxMsX1XETHCIMpbrOpQ5Yge6F8UQxevIaObveFlbUv/aeA9LwSrtW86VRmLEC5YXYvCz5BGnUVo33u8sW7qwkWEw8nF9tynXK2JaMNlkYJ58XRh3LFLaUrkzx9n7t/VGE2qvX8fRCE14cwnMdAZvxc0WvqwCxuRkqoAoZdTLwPeMmMvCsbfiYHHfh2apm9O/PreCqVsaACT9K0UwirDbr8Jsmxl0Le8oO1oIE6wFwdi3GbNnCvjHVjMJYqr7TNZKzXQUHc0UXF+s+pj2jcy1vRhGOjhQxdQPme21sGibDCs8jWU2cmFJKrKGYSjljABkDpWnfqI3ZJWFh2YwaKFme1IOClPJmMfa502+q/rNdjYbxyfT0tLxoPpUMshoNWUT5HTLi65iGAJJvRINxfcis8s01OjJvJjl7K1G7FqmNUqUdJh15KRMi6qGdXxYIRFlpLOPcK+fld2rS5xFP1Hf+7j1HUAt9fOX4i9goKIGKfuPjIa+3xUWg4lioyWLV3SNvpbvHS3j3bC9YZW7Ewz/+6DF84vQyvjZfE+AEmRDed2Ac/9vnz+HJS+twqBvn2hgr2Pi7HzqKlLr0fMCShjhV1M6atEFQgkQCZtxwTFz6A0AAqkautOK6f+lSJRNs8Ze/90H8xY/ei2dOzuOv/cs/koe1gDEEiDGAWkPEEqlV18pAFQ4zzUAQIlpZhTU+CiMDZBBcEm9W1aKrC/iZiQNU8iS5e+HKMj733Hmcnd+UhHUxY6BJOzI9im58fHIEjVoLIbnCuG/q9zmKaUctcNl4ScHFB2jRyZCjyrG6Z88IniCit5Exqgwws7oOa/9BILAxZqdCjVaoVFAaVawx0i2pE9g8R6QL1kCVbnUgAz4Jt3gHEp00GjBdVzlWmYKQnAbHVueu0/7YnXOtl7hdonanZ6/NBZ5qNTnACrfnFBRFWX/BYFCHbS+SvatRKQlNE3j/HRPiUJRcCx84OoXvu28G81UfXz2/jisbPnaNuJgb93AxA2Sow+mCzToXo9ZszLAdd0x4mPEMvHhxDWcXarhzblQAJS+cX5FFqNoKxGnLwhT5lzJE0yMePnSsjErBwljDxdVaAL/lY7xgYD3SiGEGPCkmyw7u3D2CWpM6izdOzFVKBfz9//qD+K0vncannj2Pq5uLwtwiDqVkbsNeKj7eeGRc0bBv+VssSOfpcQvX1ppYrLLQQAdRIZz5CsIEaysbMD0IUIVGR7BZdOE32rh6fU3AKtohnyndXGc2r92ffHwv/s1z13A1kxujM/T4nhF87B6lEahORYrVsIElvy4dCuNOEbu9ERQsOn4JLrauYN5fliBNQZ8BczzFiF3AWtAQx4QvfraZBJh2RzrSQG/EmHi2Ew+RyXOuySYNmIktQJY3a1yXdkrM8jnMdYOvffv2qesvx7hz6tQp6WTJSwa9Efaxm7EhWGVoQxva0N688ZmfpxD+ZiV2BZDebzrvlGu9Y57slQsruHLlKk6ePCHJ6aNHj/YE4O+9cwZP/M8fxnNn5vEzv/5VPH+9tzOQJjIuHimG1e/8fsGiTKYtvm1+SoqOif/zB+8X0Hfe/tw79uHQZBG//fI8rm22cfeuCn70kb2SZPyp33sNy3UNWDHxyJ5R/PX334G/+luvyr7JQhkyZsvtR2KOfCekY4nEZL/pKdmunls0Dfzd99+Bd+8dxd954jxeXVYUxXmSmS1TTZ8rooylSigzvlLhRUah63fnhOwvHjW0BwB7XZJTWKb4ZZ+9sIaPHZnCufWW+Fj5OIQgEwmjCIixTZFT0g2FjNcIYB9kPP+lrLtMJeGB+yZLOF/1JYG23bGZZOW0VFeWMFcwieNmwIOMwSOPawoindjvDS50Z6c0AmbsIkwyKjrybqJUMNoylV0ff1D3581bPsYmwXvvBvLSKb2QEQWiym8ikG7X3qsn/42ybeJgpSASR7s9F/eNjuJAqSzJxpc31+WDnmnBlUYERYvOYsiWnoBsOhTghOfOwFzRE5mc6+21DlhlMdhAkDJmUIydBErkoRBM+o27BcTNNtzxESQJAVg1jDopPBMib6Ux3KqoUFSx0E1QN/O+nyxPoRAXsRGvoxZviDwPfXdeZc0wRCsKxY/XDbe88SSpKeGMuqb5vsSDTOSCWuf5BLr+MUGYhgIu0YUjduLxBzKt6I48kd2RzM3N+fWUHCoiQBtNJFn2ht8uG6MKFNPZf4rEiBUjSgcAz+YiQ/6eWCq20MM+fNdeJATjZ5nzHCRIZtp6kyB5NorL1WrlEFWs6VBW6E0BYbrMKjsZ39fximYaY4ciYxpKoGomSZGLmph4S5kk2Yk4lDYd2tCGNrQ3bkpS5Y0XBW+ptClzZhaBrARKGDmpGTa7cR/KiyvawHxzCefPbwp48h3veIfkz7Sx7nK0chgHSvvw6rnXsO6uC6C3392iL0S/RbvB/LlouwgT+u7d9Zv7LFlFHCp3me9plLp4aOw+AcWs+GsdtpU5bxYXmldwuUmQvZobMg/cWTmEolVUhV7VLSk1mx7T0oDIQPvCELi1e5j/p5SQHxOom6szGQQqp3hocgQf3LVPju1fnDgPPya4mY2ijFkStMMcsFyK7urvPJeE2FjFBLW2rUojBqVt6Bd390NGFQKJWplEkw5tNCieP/lpiieX6jg0qnLdbFKVCkcGBhFZUp5bA/CFNU/FKKxRxR0poe4Y2Zyt40vdJEmv8MB4EZtJitV2hFI589/6fPixiSIaGy206j5mxwuotmO0mgEsKZJBahGcI1VSUQ0BczmgivZbJcZzbWFOUefRwNRUScAq4rfnnHreFrKPjhKCHlOKiLWInWxgYUX9gU3KbJQwyYSkm0rCENFmNatv9H1VgjB9j9I/Tbrs/hngXB2nzhkYeMexWYxMFOW4P3rvDP7Lh3aJrM4XTq/i4lpLGlhnKm6nxinNEgmZSLOgWepqCvzO7ZLJ3jBT7J8o4s6pEi6tt/HqYgPv2Dcqza9PX9mU61M3siiJq6y/24TkGR7b5WIqqqIAFxeWGuICT1ZcIQGQ2h+/k6iaxT2zJWy2oy05iO3yMj/2wD7sn6rhmfk61lfrEid7fEAgxdJSC/V6KHVONvvzvHqMhYm+kfoUGWt5j1BK1RC1h2pI0JuKvzUzJ59p1WaMOExwMANUMfZ3baDlA1ersYBV1L2RYNy+OdZCnqPv2jOJT1xZwZJmvzWAPUUPH56b6PHBq2ELi34V7SQQgMgubxQVuyD7PNdYxNnmPPw4yBjoAWOXhQNOCVfbGwK2IziH90ct9lG2XEy5ZbxRYyx3rLIXZxrXUYuaEhM6ho09hSnsK3Ybnd7KmKafSZKgEcYzKysrwiTJRo28ZNBbxSTZ+BZkirytmFXerN3KTkRSxiYmO2CUTjKfgoz5O0VMSfqoLqlT509henwGd99997aO3IjjYSZ20GIyI2VvUtf4aHAsW1Bq94y18OzKmmJGMQyl2x1Ri5CI4SLed3AK7909JsnJfpspu/jJR/YCj/T+/f/73cfw2lIdxxfrGHFtvPfQBEYLNr5+dVmK3TwmIg6ZyCJdswIYKFQnf2YR++999z345Neu49OvLnbkgqSTjaAWwxAGie7R5A/OwA+9704cmBnB3skyvnr8Gj7+5FlZjJr2/5+994CTI6uuh0+FznlyVM7SKq1WmwObMNEEgwGb5IhtbGMMTn9/Nk4YnLCNjRM2xkQbTDJ5gc05aFcrrbI00uTc0zlUd3+/c19VT0+SZkazrLT0hdrR9HR3vXoV3g3nnmMqOrz5MrycR4dbWmg2CMgoo5LNqHPsHL+TKZwHGMK/JDJ5xbpg6PjUd5/Fj12zUQFrSFRhnysuHnQaJMkqi6TqZvN5TGg+NzJFLoiq2E8HLBAKIKm7EPK6EPQyIV+RBLzHNPCma1bj7qfP4Zlj/fOAkhTApMyupERc5iAufHJAZjIOK59HrKWhqmXJuTUNA4VEXDHBzJgn+2LkwTjc2KLDV6pOTVUXXJCsGko2mrXWNXFTIqlmmmefiYVSR+Kc28QeBKY46GJFb75wwmm+75/d5eUkrLlsbGoJ4Kf3d2JVzIeu6LQG3oZmE7956zp85vF+nJ3Myj25ocmP0+MKoe7syAGaODtzDl/RtgEhnwsDk1kBqTSGPPjQl5/BoXMTNhWjpqSAmDh2EXVbQczvwm3bWvF4/yQGk1mhvlPAKR0T2ZwgfPk/OnDCCNMWQiJTQHdTAFesurCMDi0S8OBnXnYFfvr2bXj7P9yDh48OI5fNK0CQoE4oqmn/m5NHCawatDPvFRYoOFaCruRZYgPT1FvUM43fx6KBY40+Uyjl0+UKMrmi/HssU8TqiBe72hbflbazLYQ/vWMDDgwkkCqU0B3xYntrcMYzqyczgdOZcXE4eH8O5ROiabgr3ImkFcdAbgS5ipLKUpd6BbpfQwuDXZcfSUs5+wIYM/3YHGi/6EQnQz1X2StU49I9W6EjvzIUb/Ohds87Fl2XgJqbQ60ej8fFMaKOYi6XmyEZxK7BlUr00hF6MXQh3nLLLdi9ezf+9m//9oUeSt3qVre6vWCJXQJluRUIfK79g/2L100GC0NoescTWTz73BFctXc3msnUN9/YdA27VsVwyxoPDgxaM5JuYhrw8j3duHZ9g8QayZximGMsQTeAyT92RL12byfeed1qXLVmft/oxvWNss22L7/zKtx/ehzjmSI2NgdwZVdEfIEYC8K2lB/3Rf/DcZsdNhH+2NQUwLuuX4WPPNAjPo6zcjpdjbT8PEAW2MnVW1ar8b77qi788f09GE3nUWIcdJ5zwC4yYeIQPLHjP+tChMjuKyfZ5qzj7CabbcyVFplU0YDJvIVHB5MIug2RypS0o5OM1AjWUeyKdp5b5iXmcSEt50rFl4pFVAHM+RbGmwoYQWaTCnY2BnBlcxDfPEsp24XpGAjE4f4JinG6K0ezFUQrpFae7t6idrkotMp45vdXxOWbQTJR68VPlwRkP7Vvs2EkLlCuZimmzkXVyO4y6x2Oa1VL3jmfu6WaBBgnErBSkX/XQqQ45mubI9geCaLF44WnJjm2NxaTz59IJZEtldDgdiNVLAi1O+OK2QAaJcnjMNEoFkqXhJMG0iXFhENd8ZOZAZkRsqqwLsByRYm+raakhAhU8WkhHPDlYVBalGCisgepYgmtvpwUGZy5JdU9ZTeZvGzxzExsns/8hh8+3YeoHsVQqVckiabyuRmFFeGMteWMlOyXA+Gw71sZg2JFWeAsOqfP7pdRkBS+X0kY8apQ8ZkXfgVkWYRJZyUi8pkiyFyrwQWP5Ihq923peTt2UEaAClkZCXin/I8DVHHM4/Og4q7ArLhQ0pi2V90lHD+BKhfP6EiKdW42WKUa+l98nDAfs8qFjInbWiZJAkicLkVSbHO9c1gkuTExvBL2YpIBqsc0datb3S5XW8kajc+gnERSgMG1/psiWdDF56QsKJmXe/rPoqkUEobIhQqIbt2FQNmLYMkFmGTe4PcqUDlBHQoM3Iik5cJkYdJmdNaFGc8ql8TP8OoedPo60O5tle+bbQSsEBTDrdY2hdah09eGiUJc/IsmTwO8hgfJTAplOnaOPzOLtUDGZ8sCbQuvwqi3gufiQzNqD/QP+R6+5jUVaN2RsHR8x23RANr9SkLkzs4WfH+AjYLlKsgk4GaDsc2Ip09/jmwp9E35e8BjwaK/AQ0eAWvU9ENITMAGUkcmpZqgF/+Wn+J33DuYwOYoVQkcsLGKT6T51AaHFFh/skESZG8kGClRstm1bclYnbltkY0hY4aq0TCXzxjw9g2N8PW78P2eSRUT1uCeaz0jSvcwnsnSr3Yb0E2vsHPm46rWJPsic6WpC7ilmmOvadCQ+acbR1CyvQ+Xm3JRbBi1G6JtMySXX1KM9zVjke89H9NerXZT7Wvqw/KjlM6ilM5AM00Vx0legUUt87xskg4vpqgAEDzPeIUAJam7KWbL1gY/3nX7ZqxuCmB9o29Gk8Vv3b5O2FWODqcEbL+zO4oDp8fkXErzSC0rDK8Zm2rVmUfWyAjQ4DvGMwU5H598eghPDCTl0MiulGVMU7DPB6WXTAP7u8M4enYCXxvKw3SNSR6AMjqsafoDvC/tZhFDw7oGr1xTUZ8LV7QuzkfkmF7SHcFNXWH8z5kxPDgUx5n+DBIpq9q47/zksebyFehFdf3yWmS8z/svTNCTZcsc1zR3izSWDcZSLE/K/IaJtGUhzVZ+i+CzkjQ5BAwX1gQWn7On/Oxb17XiZDKLRLGEiNvE+pBXWD0dG8kncCw1hEKZslc6RipJDOWnsC3UIc+7E+l+kfaReMyhqvHryJUzaPGEMF5II11WcqwBk00Z7TYj5/KNgJmdoTVIWBkUKyX4DTf8F9GkfDExDa9R1km4rV69egaT5NmzZ3H48GH5mwNcYS1npSSDUjazyovBnJjmRwqsspKdiFFXA0YLwwqpy1RPRemsqUVSdcuQdpYPnu7WbqxtW3fh8RkmQnAjp1GZe6bRGeL/bmptwYlEEpMFUuKqpx0fwrtjUfzE6lUz2FcWaxz39taQbI719fVh+MgRbIq043iCOmgVAayoBkxNEKV8rDDBffvmZrxhTyfeuLcTH/neSXzsntNC7c2hxPxuvGRzI/7rwbML7p+L0ngqj4989zju6s2j0tKG7qALY5MpjGYWcFxl0SK7C1GIRBQrqmilm8eWQaJvbdRnPr8gi4mk5shyUS7hZP8kXnP9Rvz5Zx5G3ioJuMRBwLKbcVVLBGd6R2TBFGrhQgWGZeGqNWG0dHUhEvTi1Vevw3Vb2/GuTz6O+4+NYirL7k7VpfmB116B9S0hvOPqFrz/5MBcsIrtdAlSlvqKuiHsNQQ1MJlfyGaRSGQQCAfw01d34YrOCA70TuFb94xgYgZLyIx2MnHKhVKNTm9HFH/+tj345f8+iARVlgx2VipNRGrrzZZQIjinJeBG3Ol2rWVBmedS41w5OInp01SG2z1d2J9O7Doo4/nxSKRdI/PIVLYo11Nb1IN4hvqCZSls8NqSrtvvnZaCx62bGvHWqzqFQo62tzuCXZ1h9MWZUNXkM7/9taOC5nU6iWfi3W29e5uKuzdhocWjw+c2EAu6cc+hQRztj2NLRxgH+5NV7VAZW9grTtS7b9uIJwfTGEhaaPbrCAV90Ctl9BcswOuBu2QJ4ItUdnxyTCRz6Gjw41fu3CqyQksxAmSuWt+Muw8OoGx3WapMf6kq+VNFGVU9bnrBeZQzGWxo9qNvImNL50wDjJx36z4vysWs3B90iANuE80+E9mUDk/IL520e9tDeM2WZimILMWIbL5lneqom21pq4Cz2UkJNkKmCpB4/caLWfRkxmFV4pIMn+Y3UQMuaRWMFcdwVWQnpqwscqWiMLE0ugiEWRk6aUmHrwCTykokd2uNiF0WDp3iYa1kECm2abWJ3uXoCTvGxG5bW9uyP1+3utWtbnWb7rC6GLDKxUijOkaftTniw9hUVlwHJhjpp9DoO0lCj+uKVUJ7xI1bbrz+gpq4HN/mJmoFA7P7vlRSpizMg7//ii34f185jFRelaYFVOJ34d/euhcv2TI/GOZCxs62l25RUqs0gjkPHjyIfZEsvuMykCuwUMxElyZAChq1yPm716XjPTetxU3rGrC7PYw/uOsEjo6mBUxBUPf2liBOjGWq9M2zLWfLkj7eN4X/OtCPnpG0fO/qmA+TScViVwuAUKduOlnJ+SKQRCX8bNnKWYAIzu35pHp4SPQxx7IF3Lm2AZ85PCxxlvMRwTTrislmMqcoxBVIyILfADb6yvDHYugOenB7dwQT+RI+emgIyUIZms3K0hFw4+2bmxCoFLFOz+HQPOkEJxpxwAWw6cTJZpmnRFBe0ZM3e0y8pD0sibGRbAF3DywUryljEtrBCt3eEYaRS+DuBI9DsazQ587NoWpXYyGcIEj5yQXANbNndfbtKUAOO3lee9vNvAXnnhu5rsVProjspbsM+D0GUnKfaQgzqe3RMJBLYSifQtjlwjUNTejwqfuMCcF9DY3YEYkiU6LsjYnBbA5f7hvEeH5uZ6XK56rgiiAVgvTHKV9qlhAx/OI/9+ZGZFxkJExaeXh1HaahKNN1zZBk3/ZQN74yMChzFzYMGIaJ8UIRuZKOqYILzV7li0tRRK+gUC6iyRVBp2dp3WxKVsiNkWwWk8VU9XWyqLBxxJEuVmwxNsjKZrrJWUUE9IoUcPJkXJ3v++1YgaAUhzXF0Ci1ZMmxqghVhwcE5wSXPna4ZZvPSlqxKu/jyPkophVKWPGY5pf6UlUcwFX2yef5rBdGFhuaszI2C9X1AoDvZxvnhMlWbt3d3fJ9TqKX9NpkXuHfapkklysZRGA/19EXAwC/bnWrW91eKLvYOGQlAfhtvmYM58dUXUBntUQV7UUxncxtBHaIjHsJDf5GXLl11wXHz/GFSybSroL46bUJcdZHmLNsEzmfMSSKCQG0OBYxw8KcQkDKcixg+mVzbHx8XGRYI2v8SHhVnpaeAdP4Tq8qx8g8dcQdwoZQF7ZGTLT7Qnh4rAd5WxaEBeKNwSY8FR+U3xUpxkynl8AbgmCemRzAUGEYa6NFmJoHyYKJiUJBWC70GjlItX81lwRAlx2WFruju1gmcJ2sD9P1CmF6d1gK+ULNqajYMQ0B0quCXkTdJqYKqomA54y+IY/Vb5rIFdT+VC2OYBATG11FxLweyXte2RrEdR1h/ONDZ/F/R0fFF1fj1PATO9pww5oYvMUk7u9hfEe2kflp5cliU2GZRlcN26wDgA0fbFBOFXDbxkbcsr4BB/oT6CtVMDnzcqkxBdbn9clYI2Bo+PhbduEPP/8oTidUjOqyNYzK/tA0LEWuVQVSj8aCmJig1Ot8CPl5XqOvRCYUxwjQymVRITOKXASGTU95/vuBda32mB+pnIWpTA4tHU3IZHPIprNSN2lpCqOxKYx/eOCcxORXdkfwi9evQoiFE7IHNvrxgZdtFCZ8Ak9agi782TeO4rOP9iJZG18Lk6JdKKqUYbpMqXv2xbPIS/ykwCSHR9J4djiFtQ1eZAqWxLw8N2lXCTFpHAdevrkJhYyFr47mhO2+MeLDZLaI0xNZJFNF+Mla6lKMmLw8U8UKmtw6fmJHK9ocSahFGp8HLdDx7JEpZG3WHakxUUq3Zm4FLG8HtI7AwdhYHvtbApjSKpgsWOoyrKnPSJnT1FAushGBoDGCs3RETDeSWh4xP9mIytL0sDPSgBhVIJZgZBsiSG0+43PtTGZMngkRUzHmSFN+KYcz6TGRDstWazTTxkcxmTxvatiONf5GpKy8PH+aPUF4lvlcnG0cS8S18kCNxTCrLJVJ0qnRUAKVIM1aySDGN8tdTzMvQqbIywqscik5Qs2eViQt0h9lbWStQrQq7WEuvDbrCOneGtcu6jvJOJHUspJYIiLRSUKrxFwZA9kxrA604Rc2bRB2lVPJpCDddsai2NkQWxZQZbZxfpgIGBkZwd69e7E/GMEH7j6Go1PUfFYoxgCdg3wJ29tD+PEr2vCWK7uqidP33rERb97fja8/O4RDIylhpphK5RcEJHC6hpN5/M4Xn8VzA1MKbahVcHqybBeFFwCrEH1NUIegaW0kLemv6fFYBfJmyxOfuAUuApxb6sJJct9OAjupTGdYRDh2NoXwkV+5De/5x+8LSlO6HMsV7N3YKlJCfTrlOBSDh6Bx8xYOnYnj4d9+LVa1T3d4fvLnr8UDx0fw+JkJBDwmXr6rA50RDw4cOIDV/iw++eu34u0f/Dpy+ZoF2Z4gzeUStg459zYaN+xzIZUr4upOP/7h569Di71ovu2aLjx38CQmJpncm+/8T6OMPW4T//GL12JDewSbohoOTioAAhf9RHrmPNfOy1iygKaIB/E0dcoXlgOi1QJVag+rUCiLbv1S7uFkvoR0gRqhyun+hWtW4cd3tcmx/M7XjuLsRBadEa/oTY6ni/jqsyMyL6/YrooU8WwRdx8fx9N9U3LdXrM2hmtWRfGtwyPzOGGOC6hSoPwXiyfnRtPYv6EZm9sj+J8HTwuAqTXkQaM/KywtdLCEanAsjTddswa3bG3Bvz72NIJuhdzn19GZosNJBKzH60ZYEPd09HT85PXr8Lr9q9EUWjr68z++fwx//41DyiFwvHsHfjvjOVdTobCDp1IqiZe3pvCldEWo4Ek7V6mR8eKzxNcQweqKidODcZEC4r1FHchX7F2NX33dTgHXNPkp57RSSVNl8WJGNOij5vSccDzs2hwrpOExSPPtJJ9rHD4mrSsFeVa2embKoF3KpgBeF+cIzTYGZZ2dnbLxu5PJpDhFQ0NDOH78OLxe7ww6uqVIBhGs8mJzhOpWt7rV7XKUEFoJsIrfY+LD77gW7/7n+5AXFg5b1oSSIwR35IvIFSzxsd/3E/svCFRxxndgoCB+AzvYyMQh4GmyNJbL+N9HevBHb9yLn75mFdY3B/DpR3txdjyDbe0hvP261djeoWRKLtYol0e/m53zb7zjerSsi+O9X3waSRtUQsAzu74I/t3SEsBP7e3E3i7lP7QEPfin12zHgYEkvn9iVOSGWoMeHB1JLTjvbGB4+Fwcv/vd40IFTcsUgcNDTCbOYulw3P6qjA0Tuep18kqybUFpTtsdnMIDPC07yd9ms3BWv5drdbGMN29pwZGxNJ4a5pgd+UwNP76xCd86Gxf5JYcGm/5f2lKyp7995XR3Z4sf+NA1q/D4SAqT+RI6/C7sbQ4gPRXHI08/jTe0tqLJiuD756ZmHpszrhrWGgE1GLokt3lNvGZVI25uD1WZ9QiIunugd8Hz6Xwnp2JHzIc3rm3CsXM5PJTMCHuNSA0x4SchjZPdm+7UrHZlCguH4/XX8JtIY4gNKFgg2FEtKgSsqDMxnyx8LcuL82PSbuLg/cVz+q6NqxEyXTiXTeP+0RGJ9QM2oyiT8Q+MjeIV7Z3yGm0kn8OpVAIJq4iIy411/iAibgtj+ek9Op2qtccjajcVIGlZ0mna4Y0hW8oL6JuAbjeTslYe6dJ0POrXdVwR7sBAVnUsuoQxlXLHJbl+TLJfWCZcumLrJJV4UPdiW3AVGtyhRTOTOEY/9fGpw5gqTQNVaFLwofSPnFdbrso2xvQ8j3zP8Ngk/OksQt0+ldmadWtKlzNleUT2Jy+AD5H+0Uw0Gs3w6wEBsSx13IsxMqqQabc2XlH9sKQbt6s0sz/D+ZaJ5fPYozK9l4ldSNZ0qUbgC+MUbg740JEMogQqteKXyyTJeIb2YmBWqVvd6la3y9W4ZvDZvhLW6WvBUG4UwzkCVuwXnSWBPkCJDb9kTHFj96rti1ovOL6CUUSYoIRyRWoi/Bh9TvqjA7lhbAyuxc7INgzmhmvkfBrQ5mlZNlCl1hh3kGmMshJbt25Fe2cHHhs6iKHyuABxRYLRcMEAc/sGOn3NWB/sEoYX2sZQE1b5ozibHkPCiot0qKGV4dLLKNoyPLXGWeFc/WD4BHrSitWfr+UrWckd61QZmMOYT3yQklN0mgpl/gSgy/ERXGIhU6Q0kMo7K5aWaebH6b1PG5kgKZP5i1s68NHn+kSyRWQ5KxU0elzo9gcwnk2DiipOPYwxxjDceENnANeu66h+12/csAYv39KMR87FZT/XrYpiQ6NP/IlEfz8+eMM2fOR4EgnJjc+KrcgsaUsLSWxmN0gwdmlrC+JPb1gtTO+01+9qw78dGsbXz3A/c02GydiOs6Vr+L3runF1Rwjf6PTgXDwFr8GmZR0FQ0FWpqfYiVoqyJSABp+B8ZyqQcpfqmSTjoyONj9QxaHAJyg+S6D34ptnWA/oGUupeA7Ay7c34r0v34aoz8SfffcUHj87hdawR6R02Ahx78kJaXz5xRuUBBabwu87NSnvI1PP3q4wXrG7A596vN9B20+DZsQvV3EygU98ifWXU+NpbGgKYEdrEN8/PSH3ZIPfLbWhI8MpiV14iGwiuX51FG/e1Yaf/sTTwprCTcZRqkgdKV8sC6tpY9hVrb3duCaK125rQUd46Ux+T/RN4UP39FSBKs50lywy7pDk3o5Va5hnmWPhdZBMWvANnIMWbkA/CKpX59DJFPD4Q14NTYYLQ5kifDwWTbH9b44E8LYNDdJEHDZXvkaTsnLIlAoi3TPddK7Br7uQKuWkzuQAVWrZ53ldFiqWvKfL1ygglcvFLraheLaRwYtNv9wcdkfGM4xrTp8+LTWZ2hqNZwlMki8WpsjLFqxysbaSYBVSvK4PbEK8OIGUlZQFgkXSRDEuDxtNlh7SzLmRLWfgNxZR3DPVwk7gC/Xcao3MLUwu0YIuF25tb5VtJY3d+Ezq8qFz7bXXSsGzP5nHWEElqRQtNFA2dPzBq7fhllVK1/HwSAo/ODOBdLGE7c1BoUL7tyf7pDtTxl6uoKktjIlRleDlYiAmyVcdT5+N49m+ePX9yirQygucK2kLVIkQpyuVNOVMYlV156mFHXYJSGF4Mi0JqKDPg0wuLywi0181naZ0los33LwF127rxJcfOI6pdB77Nrdh26pGXPuufxemk9qHs9djIp3J454DZ/G2GrAKk3k3b2mVzUG6PfLII/LAueaaa+RB9cuv3oO/+cJj0zBoZ0y2I0EHwGEJsadL2EYcoIpj+ze14MCp0dpUZU2SVv1Y3RLEX7z9GgGqTGaK2BIq4XjSjQzBIOykrdGbdyScJBFu4yB+axfwzT4fnhzKy8KrfAjlXNEE7FDDzDHfKRPkt+0czLZa+uxa4/65MXz5hwfPCfCnKejCuckc1jT45Pw6rDEE8/z3UwO4c3OTXIsf/M5JHB5MClCE3/HQmUmcGE1fAC2sEM78P0FjN2xpxc/ftlGOkwUdJvHJchNP5eGjk28qivWQW0fvaALnJjJKT7BUxniqBD1bQZpah6aOYkXD+oYQ2gOmIJJPDiWxriW8LKAKE7v//J3nqgwxVQfVmUzHOa0FIQi9n7r2eQ8W9SBeu03HmfEsehK8L+UMSILU6zFw/fpG/OEda/C/D5zEY8eG5Phv37sar7t+A4K+50drTw1//vMjtOXJMs6NKimiNc0a2iLTBSOFPFYsV5eT8VzSVtIRqjV+LxO53NauXSsIXkcyiAEvn/vhcHhGovd8Y+Gz7HJzhOi8/dIv/RK+9KUvyfG9733vm/H3T33qU/i7v/s7CVQJxLn11ltFHqilpUWuqY0bN+Jd73rXjM+xq2XPnj0iu7Rhw4YX4KjqVre6/aiaAzDk83wltG9fsW8N1n8ggs/fdwJ9Yyk0R3146uQInjg+VPWr6Qc9enQQr7tuPfyeuTTWtcY1ZCJbFl+Y/k6tl0MXnNKg7MhqCBq4dn2jbCtt7MJn1wql8rjRV+il1riltKvZ2cdjY8Pff75pJ5qDHtG8/uLTA3iyd0oSkLdvasJ/Pt5nJzXt8RPITn1oYQxUDrPjh4Q9Jv75sV7xC2sL6xTyUGQJ81Wm1Y9pfhWCmUnpW57BhNLgcyFXKgsIxbQBzw7opuZrxLiCM5nMJNwf37QWTw+ncHAkJb7ojd1R3Ns3JT4jqdCrn7FjvKNZm8miZqyUALq1cxoETMY2rpebN2/GqlWrsNkq4cBwChM55WNW08016AnZ1ywGkkavOUMCkg0YTKDX5PdmmNNNua/Jh3dsbJT12esqo8ss4mzJg7zTElfziWp8Yaf6fIUcrncV8JQWwlSNFI+TBFUxxfkTfGwoEZyBoyszzzmY8UoN7TlTyqlyBd/oG8SPdbTjVCop+wzZ97FVol+oYyBTwJFEAvsaGtCTTuHhiVHkSpYANwayGTw9GUdvmgCOmft3wGbOOBlbewwyjxhY529GizsinW8im0PQSYldqhV4dQLgKFHDYoIuMkGlCnMXFbB3pFApSgesJIwFKAI0uxVzYVGhgxBbBlCFNlQYQ7I0v1AWwSjMqMxuXSHLD2NkoU8PmYhWYkhPJuCKkQFGNI1qomINzSbjcQ3JUhzFigWv7kNYjyJg/PD9WQVcqyBfzqNUKci9xnxRde5WNr/8Q7WLZVZZDJMkfXPHP69lkiTFtgNucWIagvPPFxvweXIxbJMvhNVjmrrVrW4vJltJ9nuuo1fGtmMwN4qR3LisEwRvDGZHUSKbml2MZmf/eH4S7b5pJsbz1pAMxawesGsQjjHvmLdrNGTX7/J1yLaSRiDPs88+K81n+/fvl5weGfxdrjIimksaDhmREPTcHejEmoACBWSsDPqy/ciXWWBWkov9uTPyWce6/WUM5SrCmKdA7az52JKXmoYz6YkZEkNyzPQZDR63ITAZeav48PRwK0g5pQ1b3pR+IgH80kCrAxGPYvCbIgsGGeilqZMFbczrT5OlheyLGyJ+fHDfejw+msB4vogOvwd7m0L49Qd75H21cQvjJPJSHEoUcW3Nd/Hcb2kOyubM7ZNPPilMa6zRMA/4854A/uZpxThTW6fJ59W8sZzB+kL1O1n5M/QqUMWx9ZFZ/scs1R7+M+o18fYdLQJUSeUtbG33I3w6h0TWknhT87trwOgqpnFqNPzCn93lxom4ju+dySFVsKsBTOpX76casEp1HDVgfqde4LCrLNIEuGPX6j7/1BBaGkN46fZWac5oD3sQtGWWWBcsZAv4v2cG8JqdLYgF3Pj7e8/iwTOT1WN64mwcp4eTyOYpgaT89+r4ZIzqV1FDYoxiatjcHMRb97QLMMNpuihYJYylC3CbusS7BJYRUEYWnZPjWambcN5SFpDPWtIYzffy8u4IeaRRhk0sZ+M5OYblAFVo/3lgUGpRzuzPiA0V3ZBqQql5lvAQpJGCihNmM64PVDAwmccQ+XXsWhcjHsbI3QE33rq2HY8OpfD0aEbm+fqOIG7piqDBZq95vmz+1njVmDOaNTFa8CHsthD1qAaNmgqjSAddbrbSDcVzpGSDQdmYS6llkuzt7ZUcFv/mxDQXYpKkDNDlVqO5UEzzIwdWWSk9RPk+zUCju1k2PiRO9h+HEVKdPs6dXKjk0Zs9g3X+zXDNo1FYay7NgFnRBUFXy/DssB2Ea6iN6BilrYyMwW8oGqaLsbGxMTzzzDOC8iJa10k0/Nszg5gslKXzyu1WnZw5q4J/fKofe1uD+L9jo/jPpweU9nkF+M7JceQLJZQlSSoq06JzX9FdWLW+UaFoy2Uk4jnEx9OCujw2lKgCVehACgClhgZ7XgQEacqqLBBAyO9BvmApnb8aI2jA53Zhz8Y2nByIo1C0YOmqM0xYWMQB0sXBWNehunZoXc0h/Oprr6z+3juSmCtaWPMraa0vNLcdHR2S2OXcZnJFfOrbz4Dk6vyd8yffQaR2JgPd64HfpebPOQ7O3S075jq/b755M/7jO4ftjsyZXt4rrlmP979uD7Z0Ug9Nw7HhFO46MoqBZAXbmnw4Op5DkV1zpoaS7SHW+ge0pqAbr7puJ64bH8fJgTF88LEMzqU01fVlOxAuoVQkldnC87BMtvuqDSXy+J2vH8OO9qDNVqIL2Obp/gSmctTDrKB/Ko/3fOkI9nWHcWgwiTUxnzghNHbDUtZoIT15cc9lVdUEC/VzN67Cu29ZV51/Mqw8eHQYp4aT4uyQqp7IYF4/u7qjGE0W8NzZcfi0MnoSBRhlIjEt0dxESRd0NO8JFm4457wGg8t0KOjQjSVz8Lh0WHkFFJotkTXH5J42oZdYNqlgOFXGe167B3u3rsfH7j2Fu4+Ni+RS2Gvg2g4DP7fHhYCex3teswtu91V4Po0FmLGcBQ+p6V1eoYRjAp1ahjTeG997LoWDZ6gtWZJr3W1WsHe9hpdsm+5KNjVDOkUvR7DK8+UIzZcQaGpqko3G4MxJ9FL+jeOZLRlUu75cDGr3z//8z8UROXr0qHwvNYI//OEPy3PRMY7nN3/zN/H5z39eOiZf+tKX4mMf+5ho2dcWyujU3H333TKWt7/97fLdCzHEvP/978e9996Lr371q5Lg/r3f+z089dRTooXoBKp/8id/IuMgq9h73/tevOMd78A3v/lNOfaf+ZmfwSc+8YkZzhN/v+mmm+pAlbrVrW7Lsovx2x0ffaWSu7QtXTF84C37q8/h1/zRl6rMfGT/4Dr83/efEF/y737xlgseW3fEhUolJ/5TLfCa/n5ngx8R//Ra3T+exlA8g3WtYcSCy0sOOcY1jAyRZBIjoNBZ686Mp/GX3z8pWAafSb/fELDKqbE0PnL3abz/tg1452efxrEa5pRPPd4nyA82EPB3dmMxWcSEpaMuShC212sKeP3GNQ34wuFhlUR02BLtjqjzWa0L57V9xRx9aluD3fk7QyVqWXdHvOhP5af7lmrYK+nyMg5t8burydu9bSHZqvtb5FjON7dXXnllldb2ocGkyIXKtWLn4phwk+8qqxypk9fl3LLj0Wfo2DQrkUu/+NaOEL7Tl5wzRn78PdubsTHiQdRjCj35eHESKTONvdEszKIX/WkybtYC92d/A7C/qxVXuS1sHJ/AwakUDrhCKNkgAYY1DC8Llg7eWRcCrSyMKpiZnpwdPvL3Y+k0ek+dRoPHhN+OU0ayFnrTRckDMC789sAkyIg9aiUlKdzo9sj1xHvxQDKj3H3x6Ke/nQCVWsAKzW8YuLlxrfjXnH+P5kLYDGA0PyWMKgSnEIBCrW+f5kLQ8GK8mEKbKyAcPyVTE4AHr2vGURxfzC2CSEpKFGV4dZfKfyzDJooJ+yhqgPez5mu2CQCsXFYyQQA6ujphoBtpK4kJaxTFChPvFeTTRRQmSyiZioq5LUw22OeXqYRdziRpF7aWioGSrmhHHXYV5nBSJUoFqKuMpmtZhFzBWbmiyw+1stLMKucz6ej0+2Xr6uqqMklSJmFwcFAAdYw1aiWDauMEJ55Zzlr8QsUztHpMU7e61e3FZCvZUOwAVjp9rbLRzgz2oN+yoAkLgXpPoVzAwaljIiEYc5+fkZk+g1HQUDKVD+usGSr/SgCLf0bdZkrkDJUsxcUy33NNYzMx1zk2EzsNCr3ZfmQqWegVDW6T8ZaSPOrL9KHBHRMw7JHkcbvQrbxE+pX0G1WdSVWSOSUdPvHaFSujpWEyrxqnpT4hQBUFXnH4x4XHg8wyhmKvkLmoaT6VnzZ9oc9UQOj8rPcIq4quo9vrxWCabH0V6CUFlK/pa5aYxm9oCLqUXxFwGbilpmajvmthb+l8MQ2Lu8wHEqDCuXXW3W+epRy9c1yqkZX78PpcKBZK8NhN3M5xcOf72+bmRq9pC+LfXTpSTFxXGU/UgXX7Tfz6DauwOuwRsAUlce46NopjSeC6Lc149MQk0tQ2qpRQ1hRl4OzmXs7f2+7Yi0wyjjcPjOBD947iqUH7PpJj4Tlms2pp4c5g2nmkZRdjiVwJH7rrNL56cESaOdpDHgGOPHlyDCPxLKyyAon8wieewFuuXyMNxGSqJ/MK7dxYGuNTubmyB7UTZqN0GCe+ZH0DfufmNaqeV65gS5NfvuvUBAE7ZZG55f4Mq4wNDT5ki2U8cDaO9W1BPDeUgtutwSwXVU2hyBobpFGXDR7OFPE6W66dHM9IbMJ7Zw6j6uy+DduUHJYCe09YGvZvWY9NBQv3DEzgibEkkkVedyV0lPO4miCxuIk7Oxrw4+tVHP58GWPthEVGSkpVeWQjQ0rImFaaOD5l4fikWxiaciU+8ypo9BWwqSEpIBwa40PKzl5uttLMKotlkly/fr1IBjlMkow1WK+oZZKcHb+woZhxznLsUo1pLiuwysUCMlYStVtrvJCIdjXay3AzyTBrmCVYmCqOo8nTdv7xGSYa836M+KmPTmpdO8FZqQhQpc2rHka9mQGcTp8VrWXuKmgGsS28CUFz6dIMfMCQcojbtm3bRDaCli+V8MT4GEZKcbRGK4gnptlEPCaQs8r4xslxfOLpAUF9ipMg6iNqMTftB7yMXzfgtoEnBKAwIRZr8Asbyu/cvA7/ef9peANuuL2KrorvyWcLyCdtYNHs827LmYS8BoqWJqAFLlY+j0toyUhjTstki5JEvnlXN/7zd14p++0bSeClv/V5JDN5AbhwfwSwcHRvf+kVC84TwStbVzfh2dMjAjpwrkVSoxNZe/0VXfPOLbt82HlPABATKY49fnQA8VQObrNWe14BPrigE8k5nLFEBclJcl6xugGvu2bNnP1sW9WAD73zBvz+fz1k6/ep91+/oxNXbW7Ffc8Nyj46G4P4/tExWbC7g8C69Y24Jl/BA2ficLcBPzhCDToHqWtPPYB3XNtdfXCetiIou45DN4ozzw1llpQ6/YJzeLFMZEJHWK7g4EBSdAi7wm4cHckIUwx/5wLPJP/T/VM4NpxE2GtWgSq0ONtpHZi3OHzzD4gUghG/GxtaQ7j76Ci++ewQBuNZtEW82NjVgB880y/XGT/Na29NcwgNIS/imSIO9U6iEp+SxG/ZNIXG3aF+J4jrmaEMej06IkYZm9rC2LV6prO9WKO8luPMz5vcXcgzpzZmSekRxgKqILS+JYi/fsMuSfLdc8894qw7AAYuOER1EuXoLIxcJFdq0eY98sRYBg8OpTAlLD8aVgfd2NUcw5g1gcliRo7v5HART5wqImS60RR2IWGlkc5X8PgJFr2AjW0V8cUbXVHpTryczFmTfliO0Gxj1yGBdNx4PhzJIII2+OwiGxQdEl4LL3vZyy5KBoiOyK/8yq/gqquuEuAonZE777xTrjHnO3/jN34D3/jGN/CFL3xBrrV3v/vdeN3rXocHH3ywOl+veMUrBFj50EMPSUL6bW97m3RbfvCDH5w3EP33f/93fPrTn8Ztt90mr33yk5+c8TwmGMUxduD//d//vYzRQSgTuPIHf/AHeOyxx6Sjhc7iZz/7WfzVX/3VsuahbnWrW90uxkQeZoWTu7UA62/c8zie6klKEkis6jtV8D/3n8DvvvEqtMXOvw7s7fJhcztwbDCpGEx0TYC+dHl/5aVbxScfS2Txa//2AL77dK+i5TZ1vP0lW/Anb9kvvvZSjb4Lk7pcy+jLOJJFRwcT+P+++hympqinTeF65SdwTBzPNw4PC3PfkeFkVd7RMa2soUQaDTJQzuPL0m/PpItoD3vx+u1t+PTTAwq0b2dbGYe43Ab0muNxAMaOH8oxsPifLmkCpKEFXDoSeRa9lZFphWwpv3JlJ27pjkrH2NdOjuOzR0aEFYQdlXwvX494TFx7Hiklard/8fioLe86nXTnsDZ4Vfw5X6zLueXazSRGLRvB40NkGFVsLtVj1DShd466dBR0/ltercrw/MTaWBWkUWtvWBvDuVQRx6ZySjvcZmV5WVcIg9kisqUyrmoOwEIGqVIKRkWHzwJ+YnUQx5N59KbKODWlYXAWywuNjIlMcoddJmItLTjSO4bSaEKgBTQmpEm4TZmiMllXlgGylxmYh8l8DmClAmTKZRRy9G0JMDFwLl2QY/aQ8dJWiLl/dBIRbxntvmna5bTFAgLjGDu2nmecAiVhMYGdwIabsAk8OzWCvlxS3t/g9sDQXCiWc9N07JqBkOkX4HfOyqKIOJq9ZfSnNGRLqplGxfuqo/K5hIUOnw6/wfG1LDtPw5gJ9nUxfcUrcwBQC7GumJw5kWIm64wHQVdYNnalMcnHRNuEpQDZzNU4gOzGxsYqIHuljATYWaRQRKF6nbsqHrjKJio6ry51bJlSWnI4pOtX9aKyArBYaURdqmhWKWswSpcX+P6HwayyWCZJGp9VTqKX8QzXBzJJHj58WLoYGTcsVx/+hYhnaPWYpm51q9uLrUaz0g3FtesRQYtnrUGgaea6xNWY6+6ZdN8FwSocn2vMQDnAtboMXaT51IpOmZ0Or6rxDGTH8cTE8Sobvt/wYl/DJrT7lldQHhgYkPVqzZo10hylfDUyoYzhdKoX5UoJhs2uJyz4zOOjgpHcKIbyIzYg1p4L27WS5dmO6fheOXU17H8hk0x7JTS725GVxsESQqYl/qQwKFgGJvKqhEhf0HH7FUbfltosl+HRlXyNanhQzImFsireU36Fn2jzufGr27oFiMLa0h8/dQ4j2SJ8AgZR4BoewY3tEXhrmh5m25XNATwwmJwBJHIAL5uD83+Oec6DBw9i9erV1bmlxfMWTiXyMk/T/qcqypOIfn2TX2RrLcuGiWsQNovXbp7LEMrG49/a14m/fHIA6YJ9LjQNXQEXbu4I4cBQSmo3mxt8uP/0BEZSBXQGNOxe3YAbt7bj2weHBCT02GBGYoLaGg3tts2NaGmMAo1RTCCCPJJAxW6wFk0mbroCqyzcrTv3i5dhBFsQCEJW0pjfxEQ8g8GJtDCFChu/pqFvIoN/uOsEIrFgFahCG0+o7g8Ffp+HZp9MJASM6ZrUd7a0BnFoKIXvHhvD6fGMvNYWcmMokZPrSCRXNQ0tATeaA26MpYs4F8/B8JsIeA1k2OSsQ9hUBcBPoMtoGuPpIlY1+0VOaHf78hkqCHrh+VbX8OKflXLvaECTT/n+UbeJ16xpkY0KDWT6pn9In5ZNI8ePH58ByGZss5Jg8eF8EsdTI0iVCvazwYt2TxCFvIUpKys1mlSxgiMTHolnmj06Joo5YUcdzXoQTFnoCmXl0ou6Amh0TTfNXC72fDKrXMjcbrcAQbjxOiUYxYlpenp6JOZhnovXBmMJ/t2p5b9YYprLCqxysSZ6g4XCin4nqXqYvGMx1xv2SKJiPmNCrWkR4wunXWhtX4djyV4UyqTm1dDqbcDehk2CEh7KjeB46lT1MyJ/YqXx1OSzuLZxX1WXcDHGghsXaV4kV199tQTwtJFcFp86cxxpy0JzVK1rHY3A2SEDucJ039Szw0lZYA1SfHum5XEK+RJymYKATgTlK2ujWuS5yMjvZFCI+nD79lb8w31n4KmRFREZEhbS6cwkZupXqzdoCBslFDVSypWQKxSRZOuZbVyc1raGsGddM+7YtxavuWETPC41L2vao/iX33wZfuMf7sJIXNFmed0mfv6Vu/HmW7cvOFcc/x///EvwU3/0JQGoOIlB7ut117SjvSEw58FG55JJf970s1Fu869TqnuV9qG3XYsnz07i20+dg2nqeOWVq/DOWzchsAD1+ltv24Lbdnfhm4/3IFOwcG48g/9++AweOaM0Mz/4v0/jVVevQWtbIzY0B/Bkv45T41kcGs1iIKHQkp2NPvSPZ6suAqm5r10Xw5mJLPZ++AFMZotzfBl2IIpJ0lQTWjY6b7NNHD4Hzb5Mf8iplfAOoyNycCiJZLYkgBEylfBctJFXEBr6JrNVPULHpEPV9iprtcNnW0fEK0Cqx85M4olTY4qe22Pi6GBSHIidG5px+Ow4OqI+AamExaGoCGhL6AGLeWz1mTiXd2GixMChogoX5TKokpop6IijiOvWxXDPwX5cu7UNURs4slhrjfqxa00jHj42PM9E1RRZarpt7VfkvywydbfMLGQ4xROC+majOrkoslPt0KFDM5g3mOy9mETv4ckcvtU7Jecj5jZQrABH4zmkii68bl0HElYGhUoJj41NQa/k0RhwI2Vlhc4z4C1hLFnBsT4CbhgY6dgUWo3LNbG70rqSyzGOgesANwbGdDooGfTd734Xf/3Xf41f//Vfl+vjf//3f8VxciTNFmvf/va3Z/z+n//5n4KgJf0mWUq4ntJhIRCEUjwOgwnBfnTEuD+OhY7T9773PRkDUbdkRfnt3/5tfOADH5gzHkod8RrmGucYr91apDD3z8+SAYtOoMN2Q4AOQZwE8tD5+o//+A8Bq/zf//2fAHje8IY3LHuu61a3utXtYmylwSr0Afi8pCZ6ydeEQunsHJlKuhDZQgkn+uMXBKtQNvNff2Yf/vT/juPuwwPCsNIQ9OBXfmwrfuYlm2R/P/WR7+GpU2PVbjuCWf7trudgGhr+9Kemn9mLMfoofIZzTeGa4SQX/uJbR/Hhbx6txiOZNODNWmhpUh0p3Mj28uWDg7J/jrPWb+JYatdoJ9/nyPqQQYT/bve7hGEil5uOEWjCOpi1oAdctoJpLVhaJTujPgN5MlsUy5hUdHzOdAsAZGdbEOuiPtyxNoYNMQXA8RgaXrexCePZIr5/Lo4cfQlNQ7Pfjffu6xJq5IVsc8yHW7uj8rmSDXKnBV06bgqpJHutJRIJ6XJhLENGldkdMvN5L84hsjvtvbva8c2eCfSni2jzu3B7Zwi7G6c7UWuNYJ3f292KI/EcTiby4FE8MJzC189NVWPJz52axNu3uNEeZFedjnHLwMh4EUfjFtLMmOqGAD5q5YTI3HddcwgfOzaIgXRB6MZtqJAtzqNilXKFsA6l/76QMUFfqzY0mzVloTkhfF2aTWv+yGQ8KakL6byAh4ilYhjlMXQ0uF0YyxeRKDCpP3MfDuPO+dhfeAxNHpeAQR6ND2CikIVbVzLFvdkUgoYbft1HRBa8hluKC8w1kKpZACuVHLaEdVQyKYzrfunI9eiU3yEUnwUHDb2ZEtYFpJ0A8WISEXPpTBWd3lb0ZoeEkWTuXJ8/sctj8el+uLSZ8TGvE963BFy3t7fLxteY8+CzYnh4WBK9BGw7wJXZzBtLMZatMkiiCMbUvIZYtCkjjyy0ih+esgdlTcWCVrko4CTFuqSuNTLlsnBGuSWTV32J18vll6Z7IRO7s43nsrm5WTaaIxn0T//0T8KcyIQsr5F/+Zd/kQ5BSqVeyvEMrR7T1K1udbsUzfHPlmPPB/iez3tKNnNMgfVBJMuZed83WZha1Pi0dAU7wltwInVaWEtoYTOIraGN8BhuTBSSeGD00IwGwkwphwfGDuGO1r2IuoNLBtlQznTXrl2yttDypQIeHj+ApDVTNlEr68JKrRjCK8iUs+JLVP9e814Hx+AwscivToreHjpz6OtCURxN9CPqmgYRqSbpEgytjL60z25hmOUbF8lQrqNQKYsvW2Ryt/p3sjOY6AiFsCkSwDUtUfhtKRQCO351Rwc+dngQQ9miNKiyFrG/KYjXrT1/Fe21axtwaCKDuAD8FaULx7rRLGC9P7Bgo/YVV1whhdUZc1k7UfO4n6/c2IRsZxH3nJ0UaaMr24J49YZGNNewhdbariY//vnWtXh4MCVAGLLCf/nYGD4xNn097mjyoYX1tpAbR4fLSI5m8NzQOE4PkxW+jKjbjYmacJz+94aWAEIGsPsD38NIQrGYqj8aimVddD3tjR8sFgHPrHqDUyhYDlBMLpppln0ad5UvlnFkMIVsMiP+leLlAVpCbgGVEBSie2f6Nox9RIZ1IdCMHatHfSaagwSl5PHRB84imbeERYWsNGcns+iK+aShuNHnRsTnQsSuT1KaN+IzkbHKeMm2GJ45G0fvpCUM9ayzmW5drrfhZF4aIl5+RSsOj2akqaZpgfN6Prt+VRRfPTJanZqZ94j9c56SGH/n8ayN+RasF9Tm6WsB2YxnmJtmHLMQ88ZSbKqYxcHEAArlEvw24yObiPOlIq4ItyNl5ZCvWDieZ/mygCaviXS5QL5NkQPjOR3JeNAZylJfFttC3S8YkP1yYVY5n2lsPAkEZHOYJJmbYS3/U5/6FP7f//t/Es+SUZg1j5tvvnlJzcWXakxz+UXBF2Er6QhxoWPXDh0JFnQZ4B5NH1zw/ValsKjxlUtlbAp1Y32wQx4Cbt2Ez5heWM5m+uRnbRKNThHpbglk6fZ3LIlSjhcxO+SIeHKO64vnTiNjL1qO1hjXva7WIk72kuJJgU7IYGK4dHhmSZm4PQYM04tUnD2I0yaazKbSuWZil1TC95wax7jd/Vb7MBWUY8CNQoYJG6Iea75I0wSkwCykJOkkuzidkSxrGkbTRfzMK/fguq1z5+OW3avx8MfegQee7UU6V8T+LR1ob7ywA3ndjm588y/fgn//+gE8fWIIHc0h/NQdO2GmeqrFzdrOTho7O+fTS96/tRMNYR8mprJwkxXEdvCLVhktsQBu27sGd+5bg9981fZFJ306GoP4uR/bgXsPD+Ivv363zJnDLEIwx1cePoPrdpfx3FgGZ8cMZEfHRfsv4NbhMzU0xHwoUdIHGvaviiDgMfDFZ4Zh9SUX3KctVQhNV/TGLmHUKc0ArBBN6/bogohVb55GnsyOaeaCK+aaQm5X4HebmMrSKaVmvSFOUMTrEiALj5sOJB1CInxpRPCO2Rf0Av6nGB2fhoAbz/XFpUjQGfMLYIU04T2TWYzky4jGgkJvxyJGOl/E4GQOrRGfvPfe027ksobQKBZt+jd1nRpVkcl0EfjCg6fwyOFerH8kive/bi82dCyNtuvDb92PV37wO5hI5mZN0LRnxLknSKfWG2oMe3HlplZcu23mvTG709cxLix05Lk5id5a5g1e37WI3qUkeh8fJYsU0OFXn+ESxmT5YMbCaEbHjgaVYPxqhZJnqpuAnZT0x8krxZEm80C6SKptDSmrCJ9xeWmPXypO0HzGZw+T+G9+85tlYxHzxhtvlPNPoAZZVl7ykpfgjjvuwFve8paq3MJijY4PzZESoENEEOXtt99efc+WLVukA/Lhhx8WR4g/GVzWUs4xyUzKOQIE6aQtxXgM/Dy3z3zmM5LUJkiFv9eCW3/u534Ob33rW/GRj3xEnLOf/MmfrHbt161udavbC8EWuVKdiHzWMeBlVwYDxrGnBucCVWjiPFUwOjV/0nf2+tEUcuNTv3qzSPxMpgtY0xyEz63W+8dPjOCJk6O2hvl09oY+yye+fxS/9do9CNtSNucz+iVcmxjwcr3o7u6u/u3hk2P48DeOzhJKoZ9uIZnKIxT0yP6uXhfDwz0TsCwndTttZFoxQCmjmb44x0y/xDB1eQ9lNr90cGhBH7ZQKMHtp/Z0zWTy/2R4FGlTDaZLF/BI9TuYvON+DA3v3Nku7IGzx/Cu3R147cYmHJ/MCkDliqaAJHgvdO398p4O7GgO4J7euDC47GwO4KpgCcnBmYl7dm+RkYKsY9zmu26vagvhwYFElUGHRr+Z772+I4wdDX5sCpqLvu4ZL26P+WT722eHMZApCiW309mZKpbwyaNZvHKthsPjGuJ5H7LpnLwn6mYHJxBzGUiVymj0mNgQ8uHIVBY/GE7U7EWVFOyeVNVlWyYwqVzVTCdjJBlMZs7dTHmf6usXPCrbx4YGU1edf86rjCAJEpEeUkqb6AZCLsU2qthqdCSLRTS4FbuKjwAqmYvz75Xfmy1X0OAxMFnMIuIim4qKj+JWBQOZPCKmGxFPEV5DzQETkblyEa2eCMbySfRkykjqLhRB+VI14lJFJaBl72UmMAs4mR1AsDCGJncMa31dcjyLtZAZwFp/F05mCJCbNn4D77FaANDsOfdqHjS7G+fsj3H57GuNv7O5iNvsRK/DvOFQLNP3XUqilyy6Foo2UEWNhf8mAKeAPLwVP8yKCavCtoWZeZzaA5PuXcrzGoY0/ZwPNHWpxjROTulSMzZXsOvw4x//uJx7siMy+UpK61/7tV+TWIOdhC9/+cvxyle+8rKLZ2j1mKZudavb5WYrzX4/OjoqMQ2frSymPTD+xILvJcvZhUyK7uUyWr1NaPY0IlPKiM/h05UUBu14oq/GV7HB7SIfU8GJZD+uapxukjqf0Q8h8N5hMazNNR1OnEDKmht/payCnYNX5hLZmGn/Vv5bxcjPJ7ZIf4u5ejV2JWWUQLoUn/lZ23xGBRFXEYmiYk9xjCyPJbJonodrPVOysK85hH1Nc9nFOwMe/MlVq3EsnkWiWEJ3wI2ORTR0tvhc+KN93fhuXxyHJrLC2nh9Wwie3qNAZTq/zjll4yUb8WobtWuNzJQbIl6ciJMRQsUx/EmGDPqjV7eG0Ogx8Kp1i2caJ3PMHasiGEkX8PPfPimskw4TJWPCZ8ey6HBpePLYCI70JpAqTEljSNDnknpMyCT4Kg/D48JV6xqxKubFJ+7vwYETM1njq44kx+UEkkovFCgRFc9CD1UgHHRJmV3my+8kdvZlTOf+ee2ofmE1JtZKGgMeNAdc8grjU61SQTxbRNRmEGGsL0zxMtZZyCmZY3UOMgX6xhqGkgWk8hbWNaic/3Aij3OTWZwZSaE95kPGLKEx4BIGn/FMXphONjf58NkDQxiPZ5DMVaCTSp9GNhcSz2gKMJPOW3jgXBw9iTzaz0ziTdtbsLN1aSwrv3xNF54cSODM5MwajaM8IYfF+H5WmoXNHetjPlzbNfe6rGUNWgiQzRwO4xmHeYN5GKdGw20pDab9uSnkSxYi5vQzLqJ5EbdymLJy2BBQ+xxIspGkKPNIxk3FWKVOYaHEhnLWctmUMQ2eu1xMMc5WLhkAfq3x2UNgEoEkBItwzXvVq14l5+pXf/VXBadw/fXXS43mTW96k+RvLseY5rICq1wqFHP8Dk44HwS1mt0LaS3TFoM0dhwhGatmiM7hbMvM46A4DhEdp6VQyhFgQ6BN7bwO5bIYs4XYhU5OklLqb26zAsMsoWzpeOnaGKZSebgXYPpgYtUgUwKZJmyTJFhNBx8X6ZFEXj3Q5kko0fx+D9wakMsXBG1JN9aSBYWJXWdBs7fpDyORLeL9H78P9/7FGwXdO9vIpnL7lYvvoHFs65pm/NW775zx2t13n6ueXzo/BKowybV9+8JAE+7/L37pdrzrr74hSSkmeAXUYRr4i1++XQAsy71W/+ehU7LAE7DhzCO/N1co4cDJETSvaZcrhsl1Fv0nsxbiGjCUKipZJB14aiiJwcn84lnhFN+xfD4WdCNFZDOTbDqdFKWhXttvqH5V2ouz7435ACt0nh1achvvgY6oVzoPidxsCU7TYydyFtrDHuxsD+EZO3lescEqIa8pfz/fkyRVKOG6NRHc+9yQ7INO15GxHEYyRfHpKNFV8bngNQ25fumQbWwP4W03rsdH7zuLyYqJklB0O0hguyZhU6yr61VHMlfCwGQWk6kC/vlbh/AX77y+RhLqwra6OYRdqxtxz0HS5ytvxwGXOT7rbKAK77lXXL0ev/n6vdWCkWPOs6f2XiyVy3jmzDj6x1OIBb3Yt6G5muglbSKvUV7zfBaePHlySYlezsdY3ppDA08nlkOOO3SJXAxJ73hmUs416TcFBCT/JkuMiaJowesYySfR7FmY+n4ljOPOlxXFt1efvu5eDF2IFzIm93n81DBkpwcLWHfddZdQwlEiaClgFR73e97zHnGkduzYUS2K0ZGezURFp4d/c95T6wQ5f3f+Ntu4xjFx/uijj4pDRWNxggh0oo6pzcgu2w996EPVIucTT8xNajB5TXAnOzKJPr7vvvsWfax1q1vd6napAvC5hrP7kGs3AdZ8XjaExueniLDb6CZSuSWNry3ql63WjvbHbfaD2f4/pDPq3FgKO1adnzqbPgjXIQbVZL1y5B8c+5/He6s5O0dm1PFrE6k8TI8LPreB99yyDg9/YnzBdB3ZUQyCsmvWe7KxqLKzLePjd+H+05MLjpUgFEr70C8ryryohK4D3Kbnw29nl5cDo3D298xIGt88NY7XbVbJodnWGnDLthRj0vUl3VHZHCPbRMJ2wHlu6NdRzrS2s3M+u6Ezgvv6pvDUSErkj5Srq6E76MGr1jUuu+s2wbhlPFsFXzvfQxBJogjcO2AhYKr543llKmwoJ6Kq1e+YyBfxSI6MK86+Z45hNni9XGbCXoFJXLIvxXNTqU0wzvngNFNO1ea4hsq35XVkkqu95m2cl+2REA5MpIT2mVrn8m2SIK9geziIopbDeIGsHep72rwmzqWtamesY9QKn75MCbQCWrwmhvJMIOsiJ3U6mUdO2E+BXIl65C6RoG30FuQ9nd4GxFxRPDKeFMAPeVSc6J08IKYNindo3znGXKko52UwP4aQGUSLe2m0912+ZiTLkxjPp2T8nAOPTraRCnJ2Z8Tsqydo+NDuaUOTq3FRiV0yl2TLabm/PJoHLsOzYKKX1z2fYbWSQedL9JJZl9/rAFUcU+eLfy3DkP+RN4UysYxFFShKHZsCppi6qf5dk+x/Pk2kau19rwQw5nKJaZjkZ0zDBC4lcNmIQRpsxjRf+9rXlgRW+WHFM7R6TFO3utXtxWYrFc84fisLtWTGdSQRxKda4Ou1JY6P+eigObdGM1VUvsU0B70N/ACBHzOZUBYy+h4EqsxXR2D+eTA7Ul2v5XhrvCL6YB7DRMQVRtgMiQzQfEe3kC8u6gD2y46fSSDPfGlOvuY3ywIMzzLnLawPjFnKVQlNFWvN/TBf/urZAWwMBxFxz60jcX632gySSzFK8bxpw8w85OP908dKph0yRHLtJwjofP7cO7e04E+e6EWOsrACGlYH/UYyqPhcM5qUl2L3nJtS8qsyV2puWEdgfEiWwr5zU8JeWLRK4vuyyWMyxTnJKkbPTAFPHCvimxn192rSv5r8r7Eq64nTDKIh6ALSuSwqGmtEFWjlcjUmXjL5Pb+b95XbU21Idmo0PpeODd1RnBtPo6vBX63hUAkh6nfhjm3NODCQxmhKyctQJrc55MZgPDdPEWj6GiKA5+o1UfQmC2iwGU/IfH9iOK1ia0qrFssIegvCpsl6WlPAhZdtasLjPZPoHU1LA3fRmr5zBFxjKOUHB2mRK5YxkswLI8vnD48IgKRWtuhCFnSbePW+dnzi0X5kyaxqaPB5TbjdJuKUuC3PlQdibLm/M4R37G4X6aILxTT8ndK4g1keq451Ia8A27g5zBvMjfCZwiZMMl6wfuMAV5gvOR/YKmWxxlXLBOvUhilFO93M2eFzy/vYBMFrkk3FnEs2NcQ8RZREOULDUD6J9YGm551Jns9B1op8hnteSeOlWPWZf4k2Fdca41iC79hc+/a3v10auBjPcCPDyVLAKpdSTHNZgVUuBdQug1mCEUgry4WOPx1TxMHzL14En6yEo+YxPMiWZiaJHafFq3sueOGxMEf9KF60TnKm1nJEXdaYkxRU+u0aOkIu3LalFS9d24AvHxnGvcOphcfqMVGi/MkCyUm+OluqZfa+eWTlsiXa9Tx/8XTBXglnzdM8D6PTQ1N44sQwrtnSjufTHKePVH1cCKh7yATIhR7GP37jFqxui+IT33waJ/smsLG7Ae98+R7s2jDzJl+qjSVysli4Z+2fznKhaIkDlCkqmmnHLXF8GTpk3CbT087LYqyGAQ5ZSzms7BYlyIRYIZd0DFZQsBlXlJY6u1LZxac+x387QAWy7lTNplqf/vf0+4mUPTuaxmSmiKaAYv2hs/LWqzrwxj3teOxsHIcHU4LCpbzP397TgyQp2meNv9rhKKASYHXMK/JCpISfypcxki6qa5X03GVdaOaICP6xXV24fVOjdAufGM3g4FDaTurOogjncdUcU0Uo5ZVDl8gW8OBzA+gZSWBdWwSpnIV7jg7juf4pYY+5dkMT9q6JzbmeJtN59IwmoRG4QQRXDbWjclAdIJczdWXRaezLafj8Y334qevWoCXsXZBZZTKVx59/4UkcOD2qWJR0HevbwvjdN1yJ9e2qIMR7kgCFwUQFjw0mMTZVRGc0jyuKKtHLxb0W0Vv7vOR+mjwmelIFRCWdXkMFSJR1jVN464YG/ODUOE6OZWAxECKbVBFoiujY1k1Kc/Xcihfn0tevpCWtDM5kBpCw6TeDph9rfe2IuIIXzawi6WKtLJtGIFeF4e6l5RzxGmHXHkFIHDMLWNze9773Lfm7qIvI7oYHHngAz6dxrD/7sz+L97///RL8s+BGqjzH8aRjROfrox/9KN71rnfJmEhZN9/6/I53vAO/+7u/K5qhLOrWrW51q9vlmtzl85zrNBkF+EwjANVZ/xtC/ulC6ayGLf4jVCPduZDxGXu+8a2yZXhml2PpipCdo/0CyUrGY0w8slt+ocRj3AYZO0AHYf1wACuVCn5sawt+8YbV2NEeFlA3u7YWMidRNJ9rLwDqsBcnJhZuGuBxCXi6XILb0CVZSIlI8ZfnvHuW/16BgEEWAqusdDxDEJAjE8tuGa6j5zP67r97dTfu6Z3CQwMJ8cX3tQZx5+qYUHsvlxqewAoH4z1jnPZ85ko8HxVkK4Yd09h5W8f11ZRPSWDGUor+zrsJS65NdgkLkEYBF7J4KiCJvL9SgUAMyABoj5fJO3pxwswo31OBx6RU0/zHo2kl8f8Gc3n4DQNeXUe2XEbEZeLGlgZJbvdkUkhbRQRNF8azLFyMI79AsEZPWlgoDQN+00Qlz3i6LCw1nA+frsGiFK7B7IWBeEHDDY0tiLo9kuS7f2wISYvg8LnzxmOsqsDa16fkeEEZrTyGc2NVsEqimMNAjjJVRdE77/BG5PtnW76sumFL8CBvx/icN2GX0XRJgNbi57y6ibDLC82wkC4nEdBDcxK5tb9nyilMWKPCfiLgJ01HQA+jwWiuaZDxw+PzwN8aQNSKoZAvwEoUca63V+J73gcOcGV2oleBVJwHZc04bABLlW2FVM56CInyJEosBNU0Onl1r8BZSprqhFXxwPMTB3CfJa0oGztKOQSjYsKseC4KtDLNFslJruFAL8tVjkvJ+HxzaLJ5bin3ye1SjWdo9ZimbnWr24tRBuhiG4opgUG/lY1z9FtZmHXMb3hFOmeOnD1zz4tggVtMvBUwvYjbgJVaMAn/HTB9i47HKH/A5qn5wLazm6LFf7CT8IZuYpW/G13+Dru5eeH1ln6tMPqJFNA842Gcd4ExM79PlnFyq7ABkrI/AhonWOW8n4QAkI9OJXF189JAzUs1ya9WKlKwZ1OGw7RzoeLz+ogXH752Nb7TG8eJeA4NHhO3dkWwq2nxshrz2VShZPdYz+NXk+GjUsZouiT1ktpbSVyosoo7kvmSakZdjNUWOBhTsehi19EEPG9ocDMG5XmrkcDlfcHaSd4OrHi98Hd+Vl7jG12ksXRPM+fX7I7xdDDowQSZO3MJtIQ8VbDJj13Rht++YyOeGUjimf6ENH6safDiX+85LQwpC0kBSdMvNGxrD2E4MymfYwPyqZG0YGZ4DZJdvzPildh/VcCNt13TjY6wR+oYf/rtE/Kzpm++Ore18YKAk+zUBxn6j41ncHw8gz3tIZmjJ/uTODSckmnc0RbE3o6Q1Ixm26lkAU3NQUxOZqXhhYeVy1vweg3k82V5TebMJo9pjnrhjbpxIJFFwGeibVaexZE2pTHG/lbfJA7Hs9JwwPHG3CZe3hXDRru2w/cSbJ8x/DiTDWKolEO4VMTGRA6Dg4fleca/OzWa2WzhAcOD4Upyxtwo6TAyK02DzDaEvdgQ8uJYIgsKX/Aclcq6kBx0BvMk45WYPFOi/G4JHpv1aaUtWyrgaGoYo/mkPL/8hlvYX9q9S1MuqDUHlMa5pCzSeDEj56vRHUDYnKuc8UJb2q7ROCAQbqxtXM4xzWUHVnkh9RAdRhImdAlImL3Q+Y0QEqXJuYVw3tT6+Re3QjmPjCcFrbmM4fwQGlyNcNn6YLXW7evA8dTpOc4Kky5t3oVBDnTcuEjzpmORbSH5gjafX5w2Mhc4y6iTXmCS94+u3YigTe963aoIPv4cEb7zG32/Bf8m/61gjKiJ8xgfiVywyUTChKN8H89hjTzDgp/lolBYGYr0CxkdzLGxMaE3KnlCuOvEmCyim5oD2NDoXxC4sntjG/7u139sRceyd10zHjo6PGdxkY4trweUjpyB+a52danFhIs0EadLNZWPUo4EWc4cZyDgNrGm0Seo9pOjaZHZIb3x+pgXRauIk+MFQZeaktxViznJNkRu0QFP1EwfHSg6TT2jGaF4awu6MZgoIFPIYn2TH2+/uguv29Um1+tNGxplo/3N3afFiTHtBO28x2DTjP/3k0NoDntxZjSFMqmYbUctW7AQ9btFM5Ggl1MTObyrTTF5HB1OYiiZrzr9M2o7s0+/BBUQiaJ8ERhP5jCWyCIW8uEPvnQQB8+x41h9/v8O9OPN16zG229cO+M6Iq3exBQDL1sN0jkm+weP3+syxaFlMMHiCBlfJuMpfP9wGaPJHP7wNVfAY1PSzQarfPy7h3HX073C/MONYJXJVA5/8aUD+Md33VRlLPrve47iH7/2NNLZQvV62tgVw1/+/E0IusoSIPT19eHIkSOyIDlOEZGZVzYHcC5VwFjOQoRMTOUKxvMWOv0ubIpMA1tIE/j/3bYenzvYh++dGpGixJZODXvWGfB5KyiTBVGKXhdBY3gBy5XyeC51BtlSXqSKaPFiEs+VctgZ3oiAsTynhc9kk+dJL6Ciq+DB4RAySi7olUtnmeY6wvHWJgCWY+9+97vx9a9/XdhJiP52jFJTlKNgp38tcpfd3o6mLH8+9thjM76Pf3f+Np/95V/+pSSlSY/Hsf/mb/5mld6OoE3qMv7e7/0e/v7v/x579+4VavBXv/rVc76HztQHP/hBvPOd77yo469b3epWt5Vgi1xuTONQIbN7Yd++fZKwqDUCUv0eExmHHbFmaRU63a6FE4z0Ie891IdP3juAwBMJ/Pj1Bdy2u1t8iFq7YVsb1rWGcWYkoSRjaoDTr716LRpDC6+pBN1z/IzHCLRZaC73r2vA154emOEPq3gGeO2eTnz0DVdU3+skuBYyJyE8n9FvPDaagmFrr89nwhhjlYQRkMk96pA7wP7FXAvsWnq+jePgNUVKWYKL9199NfpyZQwNTcFn6Ngc9Qud9Xzm0nXcsTom20oZNbCDpi504LW9Dc5M8LKUxLgAGWqBCuonr7iiwzi4BP+QbCGOP+mEIM6dFnGzc9WQBOFIjh1cFQRdOhoNTfxXlipIca2gC2z4UIl7j0F2nrn74kumpqE/l0Gn38BQ1kKyaKGg69gSDuLmlhgaPSppuTOi5jZVtHDvcJ8AUQrlmdwqZLIk/Nm5pDLlAvqzWbg1HQmriJRVhsthh9E0eA0Tbs1AvFhE0gLa7QTp6UxSWAvnM2YIVGSk5rUEXWI4UzNQqBSRLisZ4MHcFA4m+pEvTzNans2O48rIakRcMwshlMfhm1xQwBQCX2R+KItEinGCvezuX5P70w3kK0XZn4W4gLwDWmjexC6/e9waRqFC+JGaL72iS87GrbkRMqLVYlBP7ixSpZQ6OhPQG3R0tXahEQ1VySDmgnif0E91wCtenxcujXJJqlPUYVThwN2YCQDxaQF5BqQqUyiBElcGvIYXHjYd8dxYJZEXez6NIBVLz08H/zyPelHmzVX2LhuwwhjB63NDc5UUWKV6mWioFI1LCrBCJp2laLpfCvEMrR7T1K1udXsx2cXWaLg2s87BWIa5+NmS5A3uGMYKEzM48BVIWENoHib7WiuWixgrj0PrMNCTPodWbwt88+T8NoY60Z91GBqn/8v9bAi2Lyoeu+qqq+Z0rjvm1l3wGz6kS9kZgBgncNoZ2YpGj/IRg+bimujoe9LPm+3puemf2I15C5li36/AVZ1rBbBIFi6ct1S++w8npqHPduzYMQEBhZvacdfRUSSyFtY2+bGnOzotQzvLWv1uvG3zwoySy7FNMZ/UORjzOkB4BcIACpm8gBkE6jvrhDj4Db5O9noljbN049cQWEF5Sn4XawMb20LSHNszmpLaAP3mdU1+eMwKjg5npQ5HRkhDmiw0eDQFloDHLU0Xjjm9sqyzZKwSpooVrG2LoGc4gXMTWbRHvHjHDWvwzpvWSg3hyu6IbLTPP96Hvsmc5B3YtDtz0A47jALM/M/TQ9jUEsCJ8SyKhZLU2yiVRDYUr0uXmgFrHwf7E1gd9cr57ZnIoGciOweoshC4nTEcZXf52XSxjN5EHjtaAvinR/vw8LmpKljo+6cmcN3qKH5xf+cMwAq/b4rNL2R3Ya0nbyk1Jk2Hy6XD59NgsMHaKsNiHObW5XoYTxdx0swJu/wb1jRIvDnfGJ8YS+GRsZQ0d5MVk5cwmzu+1juBX9jUipAdpz81kMQ/PNaHqZo5bfK78BvX7kGnV9VoRkZGBCTn9XqrNRo+Rzt9EZECSpbYQOGW85AuF+A3XNJ04BjP9xvXNuLeoTjuHZlArgQ0+groCBXgc1FpQV14z+fdTpDXgalzmCikpUbDppKElZX4k/9uWSbrPtcknulj6VGcy02iUBaeGLh0A+v9TdjwQ2CKWWpD8eVWo7lQTHPpVMEuYUeIgTcLraSvOR8VcoO7GansVJVSlaZIVXXE3AvLIySKUziTOYmSWYIe1TCQ68VwfhAbApvgN2Y6UF2+DmFW6csOVvfB5MiOyBZ45ulUojloUhblSIl3PnpWn2Hi2uZW3D8yWC1eO+vl/sbmKlCF1kINQXYZLqB9yIcTH56K7FoluNXirFgximV7sTuPXb0qhCfPJpEtluQh7tGBXLJWc3yu6QE/jHAEFbcLf/1AH3KmGz+27eLYShYyanc5Ny5BQI8MZPGZA8cQz1G3GvC6DNyyrgHv2Nc1L+ry+bC33bIRn77vhDBjOI4Q553sNJ5oCH6X6tbjgj2Haa3G2ViS2R+Uq12AGNP6jlwgT42mxUnpinpwbETdg/GchbE0aexsiSiuYvZKxplqDWhIWxpSBfs6N4iaNYTWjQ7JqgYfGnwuJPJpcV54jQzZmoVEvlJ7/slzUzg+QmYVHfecmFAdjgsx/dgvswv0zGQWjcEwtraH8NDZKXHUeJ0HvS6sbiTQa+4EHR9Oqw5ehxpbvnSendi0fD5TOV3ZvAKCEFjy5Sd6caBnEhGfS2jwnXn8n8fO4dqNTdjcPr3Y9gwloLH7UDyvmtZnmx6GY8nLTwUAylslYdbJprPYtLoZR/oTOHB2EtdsaJJ9PXJqHI8NluA/PYE1DT587dEziKfz4oTQqSTgJZMr49FjQzh0dgK71zWhfyyJf/n6QZRLZaxuCcuCzbk/1juBT3znMP6/n75WFjRSj/E+YSBGyRV2KPJZHIlEsc8XxeG8S5L83NeGiAcv747AO+t+aQ158LNXd2LHxjwmCzkBHNH1os9O1hqXCTS7l89wciEbKUwKUIWgFMcxYWI+XcphKDeO9QFFNbpUE2Rzc0SAKkzmshNXnqjs2jWK0KxLh2GFThDtQl3WCxmvZeoofvnLXxbabUrR1Rpl9UgF9/3vfx+vf/3r5TUGmKQvdJhM+PPP/uzPxLl21mJS3JH6juvbfMbxfupTn5LNMSJ4HXvzm98s2+yxzjayZ3F8b3vb25Z1/HWrW93qtlLGZOxyOhGTyaQwRJKRhBSf8zGSNIS8eMstW/Cp7z9XlVJ0QOvXbevArrXzxzSkgv6Vj92DLz98ytaeHscXHj6Ll+1bg4//2m1w1YA56Pf89/vuxFv+5i6cGJxSgBVNw61XdOIv33HdgvEY1wQ+iy8kTUN7yzWr8c93n0I/O5vseEMlGjS8585NM967rzuCw4PJBb+L/rTkNBmLsDJvLxH0j0TfPcfkp0dAy/MZE3yrIl4MpIqwLPp9pAU24PEuHIrTf0sl88hmCpgaTeFPDR0/e1UX2mtY8VbSeG2wgEt2yO51G/CFngkcn8radNMVRD0mXrO2CZsi5++4XCnjeXr16gg+c3JC4kVH45sWctsM1Drjh/mDFr7XKY8vBco8DWtS2usESNMLo7c9mS8KQKTB7ULABtKINFapgqxN5yL06VXPnFI8FcS0CshF6hQZ+L0+W+aG0umtHi8SDIwJxtDY/VfGWC6HpM2cSL3vc5k0MqWSyCOlLSbRFr7/FQ074yVDZH/2NIREYodJPZlbjZ1zLmEomY8BNUn6wgvMnSK412BqFSluOG9kAw21y4+kBgWoYtryr/Rmk1YeR1JDuDo6k4G0UC5iKp9DhuhzSVBpAoCSJiU7xiTwh8wj3JHFZLtD6cJEbTkJP0EgwsJSRMVTArEfxUoB6VIK+UpORkuGE2kslf+VMFWarIJVxorjSJZScGsuOQbYNPhj1jjC3pAk27g5SUHGM9QJZ6KX4K6mlibE2sNgQ3JFV/68Bz54MbdByKv54DJMlDT7eSEPF6WPrvxPxbD4fLKqSKhRjS9UvFkmw48NR1qO8RkdbghIDGMjoqZZVkxq6RqXZBfi5RLP0OoxTd3qVrcXWzwj64/IySx+3eNnKPlD6Z9NmzYJW+58xcN2XwvOZfrEz3DgvRLTQMcq/3RBbralrQyenTqMQrkAvcHAuUwv+rL92BLahCbPTPnBVm8Me2Mb8Ez8lABu5bg0A3ti69G8QHc/1yDGY4zDZjP2zzYe15bwejw1ecjOM9sOF1kVjDAa3NEZ72XzsTOO2WZzn4m/5NboW+vii3JO+DkBk5QInFBe3tzPawhaLuRMshqqBmcy9A1mXbCEGXp+C7uL6AxkEHKTES+DM+kc1vg7n5eCL68lxjTMP3M9PpPS8dufexqDU7kqaGP/6ih+56WbEPbNbRB/PuzazhDWhD04m8jbzIE2kwf9z/64jEmjXOV5e7kvrjGT9SAliVsR5pATQ0m0RX3oIGt8piDN4RkCNOJFAYI4TQFFxid2GaMp5IbhdwkLjJCsGKzzGQh7DQF3tIU9WNfox6F0XkAubLYYzxZxejwj7C5e08DhoZTE3HTj7zo8AqtUmcmsXz1cu7ZBIDSAMwNxaFYJe9bG8P1j4xKPGUVVc+uOeudIC9PGUgWpTzjX/XzlGcd4LbKRl3XLgh1w+kxdQCoPnY0LiIVNEJJLMDQ8eDaOPR0hXL96+v6bLJSQyVqIM/cgDeCagFQoB8S5F1YVRV8jrnGBhDdkAMpY2NUexGCmiGNTOexvDsp92ZsuoAceBFMFbPGU8NBIUuJAxQylWJKonNCbruDYVBb7moLSEPOJpwelSbw95Jbj4jkfShbwyaeH8MHb1wkwgE0/zCWxlsmaMeVjKJlF9siWhiDGPDqyFC3WNERML7YEWxE0Zz6nOD+3dUTg9UxgOJ8VMBTrNIxBncmOuXzw6M8P9GAkn8RkIYOA6RFwCuznGOPNs5nxZYNV+AwpBlw4kx2HSzPk+GnZchEn0qOIuf1ocl8c4H0lLf0ijGl+5MAqS03sMmlHoAdvcDoRTO4uZD7Djw7vaozkB1SHkNwoLrR6OuE15v8cWRHOZk/b8kG2thzpkyoWzmV6sDm4bY5W2KbQenGsJgpxuSGbPY3VpMpCDtyWLVsEHbUYZ+CWlnYEDBMPjQ0jWSzIvxsm4rh9x8xiLCmOmSQslGf13zjgFVuTz2lGFPow+51K6qOCK7si+LzRLwvIbOP7P/zm/ZIMPNw/haaQB3/7pSfwnXhcHuqKumXm54xIGEaD6vjkoT7VO4Wf/dQB/Omrt+Kd167GSppDQS7O45YtGCvo+NRT/bLQro755EgTeQvfPT6GdQ1+3LZxYcDSShqp07/4vtvxJ194CvcfUfpg125sxf6d3fj8oTGhb1PMIuq8VeZLyBtcSBe/z9q4QigAS0ThqlQXF/qMVcGZ8SwiPhOrYl65dk6PEeE6XQSpRbp7XHQQmOQrIy0amkTyamhwGwh4XeLoRD0GHuqJYzJbFJCD29SRLVr4ysFhOTKy6jx0elIcMdp4zhLABsc3+zZw/CBaulgSoMf9Z+L4nTvWY0tnFJ98fEDYVNoiauwEd9B5uG5tbAbTybSpI5o5vw4dcgWuQhYuaphmCrLfVU0BtDcE8L1vHRd9yuGpbDUhz2MLeE08eWZiBljlm0/0IC1dwLVn0PaepNPSHo8tt6T8vAoGxpLYKwn/CoanclLE+ch3j+PI4BSSiQIeGj+KtoCJwYmM6mj0TDvwOViYTBVwbiQpYJVHjgwikSmg26bzp9HRpkTAfQf7hG7PYW5hIEb6RW5OopdOUWV8HK54AlmXD03RCDZGY2hgFn0eCxoeNLiCGMrnJeHuvKtEuamygY6LoHq7kLGTQU3nzOcx58j527ITuzHlWDhPUkXrycteSQM9Xwnr5TzzeMznWwcvRCv32c9+Fl/96lfFQXb0C+kQ8zv5k+wl733vewXZTeeGjhOdH1K60u68805xeN761rfiL/7iL+Q7fv/3f1+++3xB/sVSy7Ig8YEPfABveMMb5ugx1q1udavb5QDAd+QqGYSSHvR8McGfvPU6lEpl/O9DJ1G0wRW37OzC3/3iLQt+7quPnMaXHjopQBTN0OwEKPCtJ3rw+ftO4K23bpnx/nVtYTz0odfhoaNDODk0hV1rmrBnXdOCz2HGYwSJc01YTEc8gb/feu9N+KOvHsZXDzDWqODKTj9+YX8jdnROdwbR9nZH8cnH+hb8LvoylHSk70emwNpuPCbx1jcGsLczghNjmTnFf4kTWoP4zJv2CH0wY4OI18QfPXQWyYLq3Jlt/Iqx0RQsATAwOVLCl54dwt0nx/GZt+xGm02rvBLmUJAzXmQygjHNd3sn8dxkGjGPS5JzPKbRbBFfPTOOX97ejsACDCsrbS/tCkss+bWzU9JtRqD3ze0h9GZTGMmVJR6sZVWZbQ6AfL4c6EI2fXmz69QpakwnOVPFErJWCSGXiQ6/G6mChZSjbe0koJ3Yl1KouiYqKC7qqcuXl+EGZWg0lDQdUbeJ8XwJJ0TGVb2fskHxYgnfGhhFoWzheCqOeLEgCW6ShqaZRHYYR2eZYDhs8PNEQVGzP17K4vXdHchaoyI1FDPdcNvNKynLEpaWzhrfboFmU9uUrJEAVVBBg1uNwgI7/HREzRAmixmRAOLYawV8GEONF9KS7JNuPZvRZCA/jkzJqoJ5WFIiwMyrqzGKBNf0GZL3MXdSZKef7pfkKNlY8uU0kuUpaBF1VYyXhmHZY1BAF+cbNPlEoTINLpuypmTOanMq/IxVKQiIJWjYvrqmSXKNGxO9fA47rCunnu2BVS4iHA0jHIygIeqCl41u88ynXjZQZreq7jQdqP8KQxPlQJ83oDpjC5ube96/Me5e3v3t9XuELXJal9b+ybyP7jRzaZdMTLPcxO7lGs/Q6jFN3epWt0vJnEbaaRm5CxtjgWeffRaJROK8jCQ0t+7Gruh2HEmeQNYiMwnzqybW+LvR6l1YXvNE6pQAVcT7EJ+OBd8yjidPIOaOCivabHaV1YEWDGUnxOdo9zbCUyOZMbvjnOOn5A8ZIhdz3B2+Fmi4AseTZ0TWiGCYylgRO9ZsmBOXBQwfpuZhRxFgifhT0+sz/R6H/VIxfVQQdgfhypko2gDiyqzP727fiJg7htFcUj57NJ7BudSw+IbM0NIXVrlstZ+Yp4CtDdMNx9lyBs/Ej2OqkMLu2MzY8GKNABWCgHiN0Edz+8P4m688jaFETppOmVtP5y08cGocn328D++6aWZh9vkyMpn82c1r8O/PDOGBvoTEk6sjXuxr8OIvD/SK/3+hUiV7JaSOs1iAzywGm3yRgDA2XehSKylYZZwbTyOedkkNKeg1cXw4Je9TBR67iEAwE1nbPSYszYBfp7SpAlowzmnw6WgIeoThg02vDx8bxtmxtNQg3C4FzP/B0VHZ3+51jbjr6Lg0d/PCGp7MYDKjACXzWsmS48jluRUxFs8KQ/97blmNP//2KWGt7I4pFn8C/SkPdMeWpmqcziZnKcGwTFJD+OdYrTQTm0jINJO1VOwU9RrC0PKto6OYyCoAj2rgUDUagn+eHkjMAKs8PZxC/1hG4nclKaRJHsWkX1/tauZ8Ej6vYhWe02ShjHxJNWZM5C0Zw7f64ziTymHcCKF/OI0nEwX0s36ECjwGIfz2FGk6sqUy+tIF7GuCSBeNpApo8Luqx8b7lvWsc1M5nJvKy3HJNWWaaGpqko1GsArjGW7m2QlSgyIaiaA9EkEoOP/zjGwj7d4whvKpKiunitIUuG2Vb+VYV2dbupRXsVMt04/UqQ1MWbk5zDlLqdHk/AYMYdqZPm7GrvFiFkO5xCUHVgksky3yUo1pfqRkgHgjLiWxS1QQtQ87OjokcbcYJyJkRhA0QsjZFLhefWEJGFrSSkjXTi1wQFHHqkU8V87BNwvoki1lcSbdg8liXH4fyg9hjZ+UutOFbIJy6ACRQudCDtxs43j3N7XgqsZmeRhbhQLuOXfPvO+7bVUM3+mZnEntJPrSwE9sa8HOliCOjqbxL4/3Im9LsDDhyYf/jtYQXr2tBZ97vA8H+hOSlHKSe1x0ruyOiowO99PVoLqSXnvtetz/3JA88FXXZg1ghUV5h8pcmETUA5yAiA9/5wTeeGWnSNKshDnXBhHcdDZ5bTzRNyUJ6DUEqtjnPOJ1yYL5QM/kDw2sQtvcGcWn33MrUjlF6UvwABPc3zszJVqHVcTufGgVmxmFJDqisXcB3i6egtpr3GFWIYMLF1zKuzApT2ozgnjaQm4cGkxXE6FOAlK6F0UnkIwjuiBG6fwoWnKifIHhZB7b9RziOQ33nsohUVALvOgbahVhRQl6DHz54JBQqxEsQadCuvAqmoxnPqt9pLCTjyhxHsMnH+vHL13XhdVRD05NZKVzlshd/m3fqog4Qo7t7opIty2PQTX7KY/IcYroyPMYzVIBLW5qFRoCBOOxvvqadWiO+DAwmUEyV0TI65J7hZ8jDf94Mo/x1HRCNZUt4JGjQ3ZBZB6NIXlZdeepwErNE+eSkj5DEyp4ifhd+Ph9Z/DcQALdMS8SyKCxwYdD5ybkfnXTI679Zvl1ml682qmszaOFarO6zHvN1CR6eQ/xuewgek+fPi0U21wEuRiSYpuLplwnmoawK4hyRSWUwYQq98frwHBhpJBFyPX8JPhIFS7h2yyHh0GrR5+f1WoxxmN30wGaw3KkkvGOlvylYARv8pwttwPin/7pn+TnLbfcMuP1T3ziE3jHO94h//7IRz4iz1OidplQfelLX4qPfexjMxIapKf7pV/6pWrB8u1vfzv++I//GM+Xfe5znxMHbffu3fiv//qv520/datb3er2fIBV+D4yRNJfJUW2k5A4n/k8Jj7yi7fgt95wFU4PTaGzMYA1rTMBHrPtyw+dkp9CM2wX0tW/y/jfB+eCVWifu+8E/vrLB9A7nhL/6o03bMAfvnk/wn73HIpv+gTs7phN8X0+64j68C9v34d/euuVEtP0nD4lknaz7dZNzQKoJj30zKQssK4pgF+8YQ2u6o7iV798COcmc1UmGPpU/Plz167ChiY/vnJ4SAEoZOmu2Elg4Kf3dYlvtLNNUbTSl9jU4MfB4SQKs3w5LrGZdKEKVOHvLkd7PVsUYPz7b16HlTBeG/S5yBJBLXd2VdGPfWYiLSAVbjSOvcnnEsDKyUQWuxqfPya7ObFmZxgv6QhJEpRyRPSPP32qKOwipJuuavTME9pwankIdBfnUzid6c3Mhb3w6HkOpeGiVEbIbcp1xG6+bRE/hnJZ5E1KvZRtpkgFEGdyi1/m+PKpig6PIMcVAD9HptFMFn69jMG8GxMlU8YnkkN2sjJkasiWSrh7ZAyaXhR/U0ZIlsiyNu/xqHhGHQWlVSk7xfOZskp4fGIK1zeH8b3hCSSKRegCDiFrqY79jY0I1NxXLR4fklayKs+lHP3KjDnhGDt8JZGGssMOeA0P2jxNAoDJlVUM6ra76VSHpoUcCNSfHvxEcQo5KQg5MaECbPMeoywxZYqcz892iNkcRLALi0Zs9CFQRZpmCirPTnmgog1IqaXOnw/mM99r4u9Knr5y3mfxQonecz3n5DtIq+1IBk0n7fjd6ljVlaPObTqVRShIGJAq+ay8kbXFOd65/vzFAeSnY8RL3RjTLCU/9mKIZ2j1mKZudavbStvFsGM4YBXWLwiYvpCxvsGYgDkpNhPPxxA528KuEPbH9oi8DX0GSuVQTvB88t/JIn2gaWCH89OqlDBRmESzZ2YsRf/mTKoHo/lRAauM5vux2r8KLTWAGBZAycbW29uLHTt2nFceYT5r9zXLRn+Q47n7yN3QVs/HJtOGbJrg2WlAPFd2Qzdk3DFXTI7mSOK4Yp2z041SBNfdaPO2IlnM4FxmQP5eldekbInuRou3Ufyu7oDdJFxx4/GJMdlfLeO3I2u/Jqxyz6qobPt5qKAnM4D1we4LyjEt1gheYjMx13ZeF4wXHz87iYGpLFYJoEHNVcBjIuQ18YNjo3jndauEGeSHYTGvifdd3YVfvZLABMYUBo4MJtEZ82Esmcco9TjPY9JU7OTYFcpifgQGbZ4cAVP7bL7gx4NeN5rDHownc4gE3LhpaysePj0Jw0N2QdYqFMjDcBlC5K7ZsjYpyu8YttRmqSyg/tFMEW3eInIlE/ccSmIkkZdzX9IIaCGwRUdjwIVHTk/g0FhWGPWlRmNLfGbZuDGvm61YVXicbtb2bOzMXYeHsK07gqvWx/DgiXEcH0kLwwffsLE5gDftm26y39wSQNAeN+aZLtZ13AaPTce6jqCwwShAF3BlWxDrYz70J/IiwcRaE4+FxvEnc5awlVRHW6ngsb6EMMU4IBgnjmJsRyaUKvOnMClO3y0iW0XKeNaUXToeHUviWCKLRg9BY0U0e02M5S3kpThnT0Ttc7fmV+J+5vPwpUZjqy4sZAQndHZ2ysbnFe8pxjMD/f04dvSoPHcdySDeZ06NvMEdgKGZMIVY0WZcKhOkY2C8kBMwy/NhZGyRemCNvBaN9byI6Vn22iQ5Nl3Vn2abAhgtX7pupa1iN4IvF4B/qcY0lx1Y5YeR2HWcCNLa0Ilob19YZ3A+I6Wab5Z8z4L7qoF51OSBqqb0jqeND6pnE4flp5NUYTLpcOI57IxcgaAZkE4RokmpPbZYB27+4yCFHDNt6jKZj5rvbTtacWQigz6b9loeSrqGn9raijduUY7ZVV0RGelnnxlEuqCkTW5ZG8P7blgr3/c3r92On//c0zg1nqmi4jY0+/HXr90+5+Hw41evxcNHh/GZe46qRa2GJkP3eav/5mLKhdEBQRBE8kzfFK5bN5OybzkPAhbTuTnXxtjYmLxOGRpn3mqNiXpScL0QRtkax/Z1hRHymIhniggYBEOxQ9TOLtqJSGe+Yn5TwAoEBRHlqUwBxdSmEvg81zY4VL3DxkmQrjuRL1UdUoI8uK+TYxmcHssg7DWlkCG5X/uzTi6U30+QCZ0iLur8u3Nr5EsazuZdkqxnotj5nMrz8ZyXpSORwJhikTRzlNdhgh+CoK5NXjunaQb1G5NXhZI4LK0hN0aSeXz+iX5sa/Yj7NZxNp5D1G+KA/SybS3wu6cd2xvXN2BbewiHBpLSPSYs8TZ39eqYB9eta8CujhCOnx7Es2fGkC1Y4ihfs6UN77x9q6K/lCT2dCeoc/3wuGqdirMjSQGssAAiVHIzvBFt7r/tj/Jc6LqB3vE0rtzYgtaIF88NJoT6jzguXgF0YLsaA+g5Y0iBKZ0vVgtPLMrEAh6sbVPOxt4NLfB7TZGcomwAjc7zVCaPO69cI8WuxT6bmcTlxu4CFpLoFLF4wmCO5jhFUx4NIdOHICUQKqRL1zE5NQYtxM7ULNYHnh92lRZPDIP5caRK2Wp3Jp/Ppmai1daIXY7xuZonQjpso9ZrEuly9VwirCo0ri10PJbr9C0GaMp16x//8R9lW8jYJfHNb34TPyyjk+Y4anWrW93qthJ2sbTHi41pGLwyqcv3U/aHz9ilGFnfuC3GFEC69pXKtM42O6hm2afvOYb3/NsDsg7KWEtlfPIHR3FiYApf/f2Xy2tk/GBMdj6K78UY/VUBjhhGdX+1FvO78Kev3Irf/doR6e5ykh7NQQ/+9c27sLFZJQA+/pO78IHvHMcjZyfF32kKuPHL16/Bq7crxq3fv20D/vwHJ5GzFIiF/tNbr+zEy+2YyDH+7V17OvCnD57BuUS+Gu05KfFcjcY0549JTQfkff+ZiRUBq9DXYrxIY2KBv3OdZocX/U4nqVadQ3ssuaXQlKyQ8Vw4Oty0bTEvTqdTCFWUJnYBBCuovzkuMecr4lZSQSJLWqiIBG2VyNS2aiK/Ji5wDl0BQshmQmYOHntZfHt+z7OTKYmhlL+vfGy+X5KQtqyLAyqnT6e6zZSsDf+adytq5onCTIlS/ov0ydlSReKRiXwRIQ8B/LrI4zAtuphTwP1wvAT4sMPsTCqD69p03N4WwulUXjr3wi4PtoUbZ7Cq0PZEGtGfzSBPjW77XmDqkV79Gn8Abb4Amt0GspVJaazhcFjg6PK2ImwGkbQbapgTqc6xPbHCclLTAZcRdkLFVChFEQE8KEDFQtKtcn55RQppRwlBPYwC8vJvF9y2v8kmAc6YMwYnYnTYL8naOQ1wDxkhZHksNaB0FrX4vuAi8zrzJXpJRc94hsxWBA3SjxbgSmMDgg1eaGWVgKcV80Wk4imEgiEBq3MOVtqEs6ViokQAlPPksa95vcJGn+XHHZl0VvUQzf6K+ZpjLgGwCs/Rj1I8Q6vHNHWrW90uJROmYl2/YEzD525fXx+OHj0qEuPclhIT8L0h1+KKefQlqv7CPLugbzB7bJQMSlmpao2Gvs3R5HHZLwEiZPxgPMZCH7vRl1tYpDkMcJy3+WKaVk+rNDbHC8oXc4zj2BCYZmLZFCqjJ31OGGRobH7eGNwgzDMbQ2uRLmYwzu+wC+/083ZFt81hlWn3+3FTSxu+N9CPvDix9h8ImtbL8JkO+6DMVo0ck4bR/MSKgFXYyc9mbefa4L95Xpjbn/bLZzKdsN5BFpEfFljFMQIeHNDDlraQ5N6HEnmpMySyJcm7O0QjzqhdpobmsBcFu5FhNDGL2Xu+4sYsY+NuXiSeAK/bEEZ3NvSy5vF/BwYR9LO5X71X6jw2MIb+ucSilmI9JENKmZJRfN2OSXoyLmRzeSRSijneYRVhvY41JY5uKltEoqQh4HfBx5hO05BIM65aYMD2tc2xsNZG6d2OsEeYWL78zCBu292JoM+F5waSckwv3dyEn9jVhobAdP2TrCs3b2jEd4+Nyb3iiD1wfluCbty8sRFXtIfA2TwylhGWfV4bBKm8+YpWuW6qksg1l1C1XlPzGmWQhtIFYdznvE73otjAFMZTlHuqqWFJudXQpSmCYJXVIRfWhjz4Wu8kgqxl2dctY8xmjwv9GYL0K8iVlaQrZ4i/c8zd9nFvaPAh5jMxmbPQbLOrcN9UJOiOeGVbjPH5QkAKN95TfIY5TJJk6iXAkGB81mjSARd8hhtNbr/kETjedDyBkmlgLJ9ZNsPJhYwyP37TjaSVk7qQA4SjdfsUmG45xmvFW9KkoagWCCP1OgBR11yJ1xcynqmQoCCkGqJeLDHNjxxY5UJ6iEzUPfPMM1Wa6YtxIhZjpJSdvqHswr/9P5dmwqvPTB4N50eqzkStMdnQl+1DNB2RhZkXCou+y30gjOQyeGhsAOfSCaF18oW9yBULUiCutZjXhb95yXrc2zsloBVK9tzUHcXWxumblzf2O/Z24k072zDARdjrEkqq6t+zcfz6+hSmrmiD5YthdcyPa9bE5jgUsNkp/uId12JPG/CDI3H0TVlSuB9PZBwhpRmrCOdTaY1XpGPzYowONOeWDBBXX321MD+o3amHP1lDeKxcxB3nw9ED3Na69OtopR/m1B/c0RYSFOjQ5DS6WYrjNeAIAgDGUmX4XDpaAm5kiiqJrpwO1Uk3Qwqles3OtErNog27RuHk3olsdRKtDl22Q68oCV17h876btoJf86t0HITYGvfL9N7UxqAA5NpFC06eGWhuKYz5aQlVXvczET1bLCKJFxdhiCvOVdNQTfWNgdk218q48RwCh1B9wygCo0yRB95/Xb83leP4vBAXOYs5HXjpg0N+KNXbMbZiSwe65mEOxrFlVeEsDrmxg2bmrG6RV1HvIaifjdcZg4TqYJKcIucoY6gx0RzDeU7pZBclDVzgCq1E27LDTGI4T1EB47ArgLBVHzuGSY2tofxa3duFlARnUfpnCVC3z6tkYAHsWgAVlZ1H7Nww3H43Cau3dqOrd0KnLGhM4afuHETPveDI3If0snifHc0BvHOl+7Aco2LIRmtuNUmegcGBtBTziMV8sJweeR9bsoUVcE4zx+wg3SaPsOLRD6DEnJVfdY1/nZEXctzDJznSn6qiOY2aQGtOgtMUjOZfCmBVS6GXq5udatb3eq2sjHNfAwhsxN3hw4dkoLc5s2bl6QFvxy7eUcnHnxuYAa4VgJ8XcNLdnbPeC99tD//wpMCgq21cqmCB44M4v7D/YiUxiUhsm/fPkmGLMeYZPvUQz34t3tPYYDUwY0e/MS2AHbtmvve1+5sx/a2EL70zKDQ525pCeL1u9vRWJP06oh48a9v3ImRVF6YE7ujvqrPz6TNuvIw/nB7Canoari8PlzdHUFXdH7pvFVhL/761g34l28/hGSsC8MZCyPZIrKkaZ4nBHDI6lYiOmAsQ6AKi+bbt2+X64kJdPogHl0TeZvjU1lhzXB8flISEzzRXhPDvVC2KlDG9ihwbNKAXrSUNnaNH88Iws1WUb2EIjRsiJQwljPQk1QA9tpJnG8+Z+dtOAXM36YtRhMqzR4vkjmHrDdkwVNAjmpN3t6HOmeUxZ2Ok/g+J5efr5CJcOYYHMhyulgUSnDdpYAyNAESWReu+9vk3WJeXbF0CEik4kHIrePKBq8wkfBN4XnYAdcFQrihsRVPTI4ikc/DpekIuly4rqEVW0Jh5CtUMc+jVG5QMYLuQdgMCS297J9dkJop7CpZu6ijGiJ0+HRXjTQQXyMzS7X1wD569T+VdlQwbpOzIPEbj4VsrfTCdQGqcEuW7YJKDRiF5tI81cKScxYIyOBnw8Z0IrPJ1YRkKSmAFTKyOCcxakYEyLIc4zOX9MncmOhlfslhXaHed/eGdrhcbmFYZExD1lhSgz/fxvhCJKtthkqVB9Bglt018gBLt2wmB6tQFnbW2TK1FWq2XiISQLUA/LrVrW51q9sLaxdiwKd/zeIom0T37t0rvuvzaWS2d+se5Mv5GTlWh6Et4prJNEmmFTYQzza+n4z4ZsaQGhOLvhz/Uhgia411oMHcAKaKk/K7t8s9b22IeeAtwc2YLE4KaIVjbnDFEHVFZ+TxW70tAmDJlXLii3mM6XxzKpFC4tkJNLZG0LyqFV7TgyZPw4L51mubW+BNJHEoMYVCOIjxXAGJoiPvOL9yjfh5F5m/ZdxCGVM2N+zatQstLS3yOo+TeeT1zQHJ209lLUTt+EUK95ki9q6KCsPKC2lsRti7rlEAIwNjCRVvKDIRe6w2gYquYyxVECmejZ1haQ5l3r1qS1Cf4KdYo+JG467S+RISOV0kZapgEzuGIdsI6w4E7gtAxR6cYmphjUYV9DM5q6YeZ/vbNuN6/3gSVpm+t6rLsc6iaRWR9lnQbDSHUxck0IR1Ec4V2Sq7wl7Z9q2K4nQ8h80doRlAFcf+350bUChX8ETPuDST+N0u7OgI4Y9ftgmaqePQaAbDmSK2tgXR6DVxRZMfa2vUEmI+lzBVUqHAAdGzVsT4v6UmJhaGFrL0U6q15hhq6078HPMiAZcucyB3SEWD22Mi5jZxZ0cUETfZVKaZWOyJlN/JxiNyQXaDOKfGpWnoCLixOaLyDQG3gZ/c0Yr/eGoAg8mCqtGUKvLZt1zRWmUYWqqRBKG1tVU2h82D8QyfywMDKUwRBGO64PP64fF6kbZjYQJXni8j+2aTO4TxfBopO9bj/jo8UXR6lt/EzPUoXNBRdHkxVcwKS6hqyi+hweVHx/PEFLNcsArt+cYu/LDN/FGlmJuPbYTFUDoRpHFdKs30cs1FGjVPG4bzgyqBIi00akFv93bNWbwnC8oxmc/GcxPoO9SLnTt3ygNkuTacS+OzPUdRtJGM2ZKFRMSHrwyewVvWbptBr0QjHdbL1jXIdj7zmgbW2XI+ND7gjh8/LswJe3ZPOxYXMiIynxzI4cBoAWXNxB3XbsTP3rQePaMp/OIXn1tQ+50J5uUaKX2Z1OU1RBBTre6WA1Yhg8z21iAODiVFy52LABlFqCt/xw9RAmgho4PGcf30le34xpMncTSpS5ecLJJE75LFhNeevaAmMxbMSkWARUzIiyRUeYF70KFUEZtND2QX322aNSZlJTGr26xuszohHcps4jAUMEY5Js5uHaeMi66gjm2QC41/IYrVrZUwWShhsFCqjtdVy/JRk6h22Fz4HX63LmPjfjlfZC5Z2zBdZCDqlQ7Z6bEUrt0wN0ja1BLAp9+xG1+492mUTC/2bVqF7e1BHOhL4H+eGsCRoRT64nnkrBKiPheSFQPvssEqHOfapiCe7plQrDW2k1cRHrcyNtlsJrTVLSE0hr2CaFaUKMyIk+OcGWzFzuL3u5HLW4gnVfFBmJLcOq7d0oKP/czV8HtcSOUsxAJujKYKaPYb1UkZTeaxY2MHosjjyLkJcUxZi1nfHsX7X7enqmtKe/eP78GW7gZ898kejCdy2L2+Ga+5fiNWt67MAj470duZTuChsX5k8wWkJyZkfixdg1EoIEpY2vOE2h3MTWCiQMr2gEJSk568XMZoPomMLw9/TXC3FGMQVSqWYVoe6XIU7Xqi/8su6GV2hF46iV06pH7/+aXt6la3utWtbi9sYpfrCv1rdiAuh2Z6ufa227bi0/ccRe9oqtrpR3ehLebHz965bcZ7R6dyGLQlCeeOv4LPfPsx/MyNncIQuVytW9offPlZ/PPdJ6u/H+gr4kBfEg3t5/CGq1bNef+mliB+546NF/zelqBHttpEAamnGV/eefPiWS17E3n0WB7E4zmEPS68ZWsrbugK4wN3ncCDZyYXjKcuxsjwwKQ/mxrY3OCs6U48w583tkdEF3soU5DYgQkxsq3saQqiO/D8yC0uxQqVIvY0ubHOXcC3ewm6cEmHGcfpsJhYZTJiWOgI5dDuz6PZE8Z4zod0AVDY+cUndqfZVqYTkEI7LH9TiVhLYhWbPUQaJRTYnkAR6eSrIZxwkrcOaIMAoXyVuVJ9nslgssLoRkFYViD06hqylhLiccYw+0gUKISfJYOmSiDzu7vZyegMxAZcW5UCSrCqjIHV79A0XBlrwhqPD/c8fQBXXLEDXb4gfIaBdCWJ/mwKB8bz6M0UxSfeFPLg5mYfwnZjSNj0VufL6SFUTJxkenHBq08nd2OuMHqyqktQkZSqmEO07pkMZucweCzU11LHyvwIQTgNZjOiZmMVlIKy3dVcbUxQVNxhLSYAmyIBGjYrS9BQIBfH3LoL67xrMW5NIFlKCZglYkYQM2cWdy7GKHFQm+jNWilYKCKdTAuAjMUIr8+DXCYvx+e+yEab+YzzU9ILtlStkkyWc6MxnirCXV5+/ovP/WKuDK/HgGaUqzdJpcyg/9IB39MuhjK7bnWrW93q9sNhiySwkIwkXD8ZEyyVIXI5JnnZwGocS56wazRcypSn1e5tkwa2WpsqTi34XVkrhyeefQIb1m3AmjVrlj1XZNY/lnxO/BjHEzUbDAxq/WgsN8Cs8atg+0mN7kbZzmd8n9+cyRLA+gwZbGbHCeezUqWMSRSQcxegaSlsifqxK9oJXTPxVPzxGYoCteY1li+nzrrewYMH5RqZzVbjxDSbW4O4ZWMTvnV4GKm8Jazr8awlTO8/eWXnC57XZM1BM3S848Z1ePDZU/j+iSQKbhV3MO5ijcZivrgC+PxuaG4Tw7kyVrWG0TeahGWVpZZzMebMFRtIWDKVmg8LIXb8w7icv7IGUDIMqekIwFkKOcqLJBhCctgEY2hsYCUz4XSZIlfSEPIbSEDD0JStykAGSBswM39Aw+8iuEVJ89CS+aKMd0vHNBCBv0c8JnriWdy4KjKnXtkcdOOjr9uGbz9xFINTOezZsg67OkMYzVr49plJPHR0FM+enkA8XRRJpNfs7cBv37q2em2sinrlHPCoFdBDFczIGrOupkmf7CYbG7x4aiiFQsFh9ddgmjoMg5IykHoThQuS7L62uyc8bg2rQm78wuYmNHpdErc1e104l87DZ4cBAiiyymhym2jxuXA2lRcADl9v8Jh4eVcMgZr8wK1rY8Kq8oMzkxhKFbAq7MFt6xuwqWa8F3vN8H7jRubbDYUc7h/pQTafR34qjtK4hQrjN82FSPn5Yy6aKKYxkIsjaHoESMfruIQyUuU8xotptHhCy45nPJqBXZFVOJMZx1BeSeOuCsSwzt9Ylbi9FCyVSskaejH5skvRLp0Z/iGYA1aZ7QjVSrts2bIFXV1dP9RFq93TCY/uwXBuCJlyGn5XAK1eduvP7SIssgtqPpO1oVzVh7oYe2CkX4qwanFRPFnUH+zPpXEyFcem0PIlLxwjhRSBQewKXcqYc8USfu7fHsKjJ8YlkcXOna88cQ5ffrQHOjWzPfM/fIlefLp3Cj+2fenOLdGCdJCZWKKe++zOVGdxJ0L0vTeuxdePjODBnklZPF6yvhGv2tYinZeLNYIxTk9khA2mI2CIw7ASRuQnh05fhnJ4XB89wl2t9kkHnAssNf2IKO0ZTyNnVXDnhij6k3mR8KGc0kKgXW3mf6pIXIfeTPJVtjBfaRbGhcPwmUoDcP+aKEpWGfefmRTWD36GH1PoW02cFS1LJ0pRb/N7a5Vwrl8bw5M9k5jIOIwqar/Uz7Mv53nz03yJx6uueyaWNayKuNEcmOn4c79CW7eA8TrY1eJCLBZGd0dI5vb+E+N47OyUMAvRv+F3j6by+Oh9Z7GuyY87t7Yo+aNCURw8hzpekt+iXa8YbapzrWloiAUBr28mTJ1glWSiCnijszWVzCotUj4hCgWc6x0TlhWCVYJeE6/e3Y7/fPAsesbzqBTLSI+mJLH81uu68bIdbThwegwD4yk0hn3Yt6EZXoJjZt1bd+5bg6u3touDSzmg5/P52eYPYXtDK06l48gH/SiXysjHpxDLWjj3zGEMuVxCRceOC3ZiL0b7djE2mJ+UOa0NqNi1myzlMJqfwmr/4sB2s03oCA1Fu22WPUrarEYX91KyemK3bnWrW90u7cQu/Wr6rPzbSsQESzGu/1//w1fjI185gK88dEIAxa+5biPe8+N70BabOQ63S4GDF7LJnI6rrrrqothgzo2n8a/3nlJAaDvpJsXUMvCBrxzCa/Z2ia91sTY6OirJUrLBLYXB5tmRFP78kXNIWB749QpG0gV86tAQPnN4GMNjqXk/w2MZSZ2fUWchc0BMBKvs2bNHmjPmi2doGyI+vHlDMx4cSqAvXUDUbWBvUxDXtoaWdO3G85bI2AT1CsKmvmL+IRk8mIxiLJiBgYBJVkslp6lADZTRMbExqqHZR7AGEPLkcXtHDE+MFjCQLgvjioNrqA0M1BDnBgu1kqe1nyjYzJO8nukhEzTjM4GAy8TeaARPxyeRKU134zn/ZSzggPEZLXml803ROfM9lO+5tcOPhycLKJSnvUJqydeCVWbldWGijBIoIar+xigg6NKwv3m6S7DWzudvBg0TsVwBGwJhua6LlQKG82l8oy8tSVOXrpLaT09mMZQdwNvXrlZdhWRrtOV+hIlQU/e7o2Neu0dK8WQsDUni7W1WSa3E49fg1Zn7KCOo+0AuF55z1ddTQaZsIVPKI2qHJV7NB7fmQaGSUyfCAIpaASZciBmNcpzZMiWHK7JPglvmSPfqLrS6WtBosnvYuOiO3/MZ9+1zBQQ4IqwqpPXO5ZCYSqKn7xzGRyeE0lkkgxoahNF1Je4fxbJTtiV/ahiJ5F5g2wrPkX5RMQ2BKZWyM9ZLL55xAIZ1ZpW61a1udXvhjesGgQezbXBwUBgiWQwlcOL5ZoistRZvs8jh9Gb6MJmNS72mO9gpYJXZlp+H3aRqGhTjR9PycoWOjeaHbaCKYoejcc0m4Hi0MIp2bwcu1riGE8w+MjIizdv0PRZr9wz34EgxAS797nIZ59JTOJ1KSB57TXD+gI+A7mQxjTbvTKnUxeYl2UzMAi3j3dk5X14rDgD/Pbetx+pGP759eFiacK9d24Cf2NuBfasXX9diTHtyNCV59O6IC37PylyLrH+QoZ21I9YiGKP6BLAAlIslVEoV+Oi3mga2rW1A72RO2Ob3rW3EukYfnjk7iZEEJSyXPwaHEZU/LMoSMKYhayLlitwuYXPZ0hrEzlVRfO6pQWGxJ9OjvN+uG7I+kjUNWIWSfM4Nsqco2SC6rju6o3AHvXjybKJaH1INzGTeU8HYjP5nmsToFWGJN+x6SCqnYVVrEFu7I3NqNGQUmQ1Umf4qDVubPFgXQvWzh8YyuOvpQTx+dFSuFeYExuJZfPzu0wiaGn71FiW5S9CQ1GOMaZYX7o9jn+2XxzwmMpmCgIyc669Y1OD3m8ICynNHppbJrKWUIfQKrGIJvRNZJAtlNHpV08JVTUGM5IoYylnIQcd4oSRzvrshgNvbwhjI8m9FAfSvD3nht1lea+2K1iA2NPrkuop4Fp6blbCQ24tdjR04mhxDLuCTZ0kqmUSgUMbEsdO4/+hpeZ44dZqVAlYM5RJSqw67ZtZbyYYylJ9aNliFeTQ+QwKmGzvC7dheUc/9Fxrcdj72+x/m+vjDsB8psAovrNnJXYImKO1CNNL+/fule/+FGFejuxlRowF3PXQXdt66F27X/AhTOkmZkqL5qZqNyDN0Y0WC7rOZxJwbURG3ajibTlw0WCWRSIhjwaQLHYulMNh85+AAnjwzgZBHVywXHhesRAkT2SL4eNK8MxnQiHzkGseFYbZsy2LMQRUz+UwneT6rTe5GfC781N5OvHlPh0paLpFi6/7TE/jUU/1Cbcbp7wy78XNXdS1LRmi2dUQ8WBXzoWc8g8m8YlPxc+xUgHE6BMXpUAt12OsSpC8le96wq00co/94rG9erXonuTjXuIDP5tKe2wJIJ+3qNRHcvrkJP35FK+47OYHjo2mMZ4pI5hQqlesv5WoIBhHVGukCs2WJbNaXtqCJ9VE3nnXpQsNGExR8SUPZKsNgVnU2EYwcgKNVT0dQx97uCO7Y3IhTg1NyLlrDCuQ0kS6Io7S57cKLnnP/EPRz/8lx9Mdzwsri0MVzfIl8CR9/qBd3bGkWUMvwVE66einZRGpC6h22hjzI5ovCHLR3rULG0yE9OpJRx1GqCeyYICSAJZtGNpuHTjq5gBsetymgkqJVQt/IFD7+rWfxvjdcJR959e4OhLwufPXJszgzmMPm1hB+7Io23LK5WY7hqo0tALcF7OxwAv/y9Wfw2LFBufe2rmrAz71sJ3ZvuLiA7Hzz2u4JClVfvJgWPXpvFrh24zrEtocxNTUlALMzZ87g8OHDkuh1nCL+e7mLeKFcnEN7ybHwLBdn6dYuxbge1QZXlyJIxbE6ZXbd6la3ul0aNh9YhTSsBIKTqXDbtm1VkP4P0whK+fA7b8C7bukUpgCCIuYzt0l5mYVZi6/Y0HnRQfdDJ8ckSeaq8cUlFtQq4kedHE5ha8fyWeDo+9LXOHXqlEjpEKyyFPufo6Oiwe1HWSWZNE20rulm0w+vdZcFhEB2QibjapkCF2mUHyGIicVwdh/OFy/WxjO09WGfbIwXFKhi8f5JrlTG/52dwDPjKem2o/u9I+LFK1bF4F0BgFDQ9CNZSiNfKUpinJ13M0AQ9lgV5TITpjoslLA+pGF9KIj7hrJ4dFQl/e0PLINlZdbrAp6npriBK2J+7IxE0OX3Ycoq4GSS8jIOGyRxFBr8hiExis8ow6roQvtNEL7E9FoFt7e70eSvwJxkZ5qSQZXmCFOB60ULflZIRWC6gHb4v7IOr2FgdzSK7VETAQ915Cn5qRL4FhjTuGCeJx3kXA/OtTFaSOPBkTRSxRJCbB6wJ4IAm+FcAUcSSeyKRpC0siId5HO5kS1RX70sY3HrCmRUKFvwGMr37c1NCKuKHDuT1mw21Fj8UfNJtpysxkKQLtJCTA7zJPB8jltjaHY1C8iEwJKY0YR0OYFUOa0YM7UQAjrlidS+yKZyvmOdKk1hrDgmBSGyr4SNMFrcLQJceX5ME3YTnjFhOoGG5HgKO3fsknvVkQxiPoJGEL4DXllud/m05NLsi1hJ8TqU/Uv+Xltqe3rduXTjGVodgF+3utWtbpdmTMO1hDl4SoDXSrv8sK3BHZPtvoP3YcP2tWj0zc9S4jcWZivguh5tWL4chWMJa8pen+f60Ini1EWDVZxmB849azQ+3+KbbUdzGZxITioQNuVEDUN85XSpBHq6EnvZ4HBH4lE1Y2rioy/VnHiXMrebNm2aN16sjWkI9HjTvi5hUmFMs9RGhYN9U/jbH5zCqbGMfGdL0IWfvW4Vbtt88ez5Mb9L2Dme6U9gPFeWBl3WaGpNMdMzltJFtiifLiKes/Dma9fixm1t+PtvPofRhGIruXhzqAnpdWtSf7h9WzPeuLcDvfEcHumZQv9UTupErL8wvmMDNI+DzDWkUaHULw+B82xpFYT9brxqfze+d3QMqufXZtLnuXCbyGcV6+HsnIDpNuXclS11HW1uCeKN+7tQ8JgYz1poD6o4hLF0xirh6qbz12hqGdgJWrr3+DgePzaqGBh9qv7q90DqMJ9+uBfvvHaVyA71xvPoDHtkzASZ8P3tPlPY54dT0/NOcI6wotoqAowjxKsuV5DPlaAbOrL5kuQlfKYmTKlynZYrUhf64rExvO+qTvkuAlBe1RXD46MJHIkDMbeBKxoC2B0jKEFDV8Aj20KWLFj46okJPDGUknG1BNx4+boYrmpfHnhjMdbk9qPZHcDZbEImIFDSsT3SgnXbuqQGzHiGz3TKoJKt3QGvUB5tuTkrxpPz5Sf4bMmXFyB6WITNjGcuTZBKbY3mxcgU+SMFVpntCLGo6YAmSCm3Uh34yzVnkT2fXmOzpxHx4uS0HrazmGik0b14xhOaqekoCkHy9A1pS4HDfZEdRg46mnIe3JZ60z91Zlx+Eq0pHUCVClJZUs0BpWIJbpCGeRqJoAAYmlB/XbO2YUkPpyNHjmBoaOiCqOLZyV3abCYM2nAyj/5EDhGvC+sa5na3HRpK4m/vP4PxDJOJ6jX++6/uO4sPvWwjWoLLp8ij0Vm4aUMDzk1kMJ5VaNgMk40eQ5LQBNFyv9T/o8QO0bETmSLyxRKylCkxNDQF3OhbsiM0l9NNjt0GuES9Ckhx68YGAYncf3oSfo+B2zc34uEzk+iLV5DKKzkfoo453u6oB8lcCVmb9o4OXMClQS+V8J3nRkA/qTHgRtYqCQikUClDkUhPa9VXaY/lBZtMsUJHy8S6Jh82NAexJurBvcfGcGRQAbhYILh5czO2tp+/uMHv5PaVp/rxHw/04LmRDAq8r+jReU0Brcg50TWcncyJ/mHArYszxPmuBcMQrXx21ELQO/18evzUmCB8RX+wdg3msZB6PpuGVbSQLpcRbgpWZXs8Lj7yC3jsyMCMc3Hr1hZc0aTh+MkSrrvmikXfl5PJHH773+7FyYE4ogGPII0fPTKIUwNT+Oi7b8WGzpV5JtXaeD6PL/cOY4j3PWnzSFWoe/BUKovbotGq07Nhwwbk83lxiijxxk5inhMmeh3wylISvRFXAP25cXgrrprkvKKzDJqLD+Yu5AhdyuagdutWt7rVrW4Xb/P5j8vpQuR3EDBB4AQZAMkQ+UIbx+dIAc1n9Gl2rWnE07ZfP+OzuoaX7Lz4Y/DZTHCzy7LO775lgNgd49yz2YGx5HKaHdhZdXIyKxrYtishuuUO20wg4BIZR8eEoZCgDF3DK7e2LDmJQYkirt/naxJgHDrfOZsNvGdykdTE1Mzu8LsRnmceCVS5b3BKSd2I1Cbw4GhaDuL1axYfjy1kPt2LsBHCsBZHyAtM5AmEIHOhAkPkLCbAy2jwkGNEMUiQdcWqlGTO9zWX8cQYwcYL7aGyJMAKv59gCzKYeHUdNzc3YCBbwuF4GltCEeTLZYzkcpgqFKWTTjTGdaDRY6DgKWOyCDBXS/kisuysC5XR6E8jXnQJuMcLHTmbBpxNAI2eCibzBORPD4KQBxelV+zh87nQ6HILLXTY9AvguljJV4/M1EwE9KCAVy5k+XIJj04OYSCXRE+K86ghw4S6Yarr0gb8D2RzAlZx6YZI2vgMU7rSHMuWCJDRpcHGsaH8JExKEpFOhYUYAlYIRqlAAD6GUUGhzOQu92Nfu3ZBhOeakj0Nuoo3eP7DRgxn+s7B1xhCNLT4a41AlYH8gESE6joiGGZcgCvdnu7nJVFpaQVhVnEo/XVTQ0NHDGXNkhiFADhunA8n0ctcChO9LCQ5wJWlJHqZPFfA+JlPRlUE0y6KVUW+/zLo7ON8MqZhE0Pd6la3utXt4uxi18daadNsNiugCT6nWaNhUfOFNq5r56vRNHpiOJftFT9TrGZ59Zs+uGzA7EWNYV7QrNrJxbLATU5OypzTpyD4fqm5yeFcSvKiLko22q/RZ6XRT81abvhN+jpqzE5YQY9jKawqvCbOnj2LEydOSFMGwSpLibEVe/nMa3UyU8CJ0bQAB7a1BatMnI4NTeXw+/93BKdH03btABhPF/Ch755CQ8CFPV0X3+x+3Zoo+uJZjOUVY3wyV0TE55ZagTDgs1HB5xYpGTZgV1IFAbVkCgRAGFjXHsFYYmQJ4qYXtliQZ1PDnq4gXrGtGY+fnpBm21dd0YLvHhnFucksJtPFao2GDbkbWwKYzLiQyhSQL1gy7pDPhfaGAL5/ckIAIlGfS0AuebtGY3hc0Ctl5PKlGQyWZDHhuahoykP2u01sbg+iOeTBhvYwHupP4MyUYhrlPG1vDmBb84Xz1Bzv4+em8PFHevHkuThSWUtqi4ZeUnMrNRNdzsHJkRR2d0cR8THW0UQOyCHjkWtxModADev8qYksRlJFYXghqF/2J4WnCkpkmbHK8ixhY3KT36yytLAYx3+fTuSRs8rSoE1bG/KizaygoecQbl2/fdH+NeP0f316GIfG0vCZulzz5xI5/Mezw7KfvSvQCD/bCiUL94z1YiCXlucfcwdFAzhZSqOrUpY8Cbe1a9dKAw2fOazREJTI36M1dRzmKxa7pkRcPpEBYq7BYY5xcg8x1/LXDodZ5XKwTCZzSayT+FEHq6wEbTZvBi5ypEJmQfNitAOfb+aX2UbNwX59AGlhV1GZMqVNbaDbvzLJ6W2RRjw1OVJFHk4v8hVsDjdcFPV0X18fdu/ejebmpVO90QJeswpSUSNSD2MaH04NKGGMBMh2DoYuEheLj75xpyyiizGy7RDExEQ0k7oXuvEXSu5Wv88q4z+f7MO9pyeQJqDG0LG1OYBfvm41Wmv07r/+3LCgVenkOtcjj/PkeAb3nJ7AG3fOpRxcqp2dzEr3W8xFCRMdmRKEOYWLFjvXOEN0Qii3xAWWlG/JYglP9yewvtEv4JYFVHTm2NyO2VrQinI66CvyZzxbxAe/d1pkaTg/tIjXxNqmAIIeHYMTSXh8PkTcivGlWLDQ2eIXZ24sVUAmV0SY+tgqHS1o4xK1Rhu8yFsVQRpni5YkkXkdDKetKgBLUL+6LuhXdjXG0wV8/ZkB3PXcEN68qwlvvaYLQ0lLFrzuBj+6YvPTaNcaz9uhoSz+5YFh+Z3AmaEsewAJvLGg666q9qPfpeSPCCi5c1cH/v0HJ5DIFgU1LQWB8TTaoj7sXz+N3KY0EOn3iFovCLCsKs6uptk+SZTlSZK+nZl8G+1Lp2+h4Usn7xKehXc9dRanB6fQ3RyqOvZETp8dTuLLD57E+9+o2FtWyjiv3x4YV/qNpiHlBxZL8hUDpzI5bMvmpIvVMdLLtbe3y8bPJpNJcYoIQuPziIleB7hyoURvt7cJ44WkdIuyG5TXA2XZGlwhNLtDPzKO0IsRtVu3utWtbpebOYldR1aTyd2rr75aAPiXgl0onqF94C1X4yc//G3xTRyjL3/bri5cv/XifV4CcalJToY++nhOTENXae/qGNY0LQ986VBPu91uSaTz51KNSRwmj3JFVSCmV1xLXBjwutAS82FkMqtesDXDd3eE8ba9i4/3SOVNiSKHQv18Pt5iwFN9qTy+eGYcg6Q4LhMoruOGthBu64xWk0STeQuPDCdqEnWO51/GY2Np3NoeFprkizGCTjJllfhe7cmiUPIiUdREgqco8iYVrAnTV6wgVaygJ+VFznJj3FPChrCGkawbpUp23phGAVHmm6e5skC1byNYhiwyfZki/vJwLzSN41BAjhavKQk1K2NBc1XQGdJFnijiKiBXtlAohTAhuu2WAFEaPUrqiKwrLr0Cl2Yi6naJTG8FReQNDQ1elQwdzdkMqxrjCh1aWQHZ+Wp/IoWBVAZPDOl4VVsM3Y0hOSE8Vy7NvUDxo/YYVS7gqfgIerNJAad4dHZTKobOLErCEGOLvgodNa3RFUTQ8CBl5UVHnPsrlksCOlnnb5DGmNn049JgMmuep8Nr3h9K4slhOanmKexPzR73Uoo3fD8ZVXgcbl3dz4wyCFhJlVLIlrPn7ZxejlGsydILM6taGgky3QJicdXK9GjavIleglcIXOE6wL854JXzJXoJRtErLpQ03j+OZK4ag1lxL5vh0XneXy4xTZ1ZpW51q1vdLg1zAPiOrGZbWxu2bNlyyTR0XRCAbwalqXg0p/wIqdHYdZq1gZWpNTW4GpG0klVgKc351gb3/Iwvi/F9yNxGP4IMJYwVljNWyaVX/X3lw9VKvU4V/HAbFkxNOM9tVnMN2yMb4TO8i/YxyJrNXC5lYpm7PZ+JPOd5zhmP/XNP9OG/nxpAnIzmuia1h/feuh7batgnvnNkBM8NJqXpVOaG8jXlMtJ5C188MLgiYJX+qTxyxTKiPgNtMS8mkgUksvQPlRyPaeqIRrzS1DqZzKOYK2AqoeOB46PY1hlWzQ2LLdJc0BSYiL7cVLqAj99zGp9/+FyVHd5PSaCuCLyaF73FDNyBIBojPmkOH0nl0RgICthDajRWGdGAavRkI/RIuSIgm9WNXjBEnMpZSOWLCHv9CHsNnBqmzJKaZwLX5aoqFGFZZaRKwHcP9uMHh4dw66YY3veyLYiXDalhNfpc6AypxtkL+vrZMv71ybPCDNMW9mBwJCXXarrAGo0CjfBbWJMK2bHqNd0RPNWfwGS2KI3WnOaRVEEajfd11jYZM1ZhTc0+ETXnQ/VHM25RQIpEroRGvz6jhMOmBx7P7DtCJJCW4FsfGc/g6EQGMa9ZBb4EXAaGUkV898wk9rQsHgyyWHsyPoxzmaQwaDIWZU2zqAGj5SIGsimsDUzfJySJIFsWN54T1hgcJsnTp0/L3x3gCrfzkUp0eKPoy00iUczBrZsyj2RUCZledHqjP1INxdolgGn4kQarXKzxJmf3IW+Iperw/TDsQsCHfDaPzNE09GYdRswUpGHEjGCVvxsBc2U63m9o7kRvOonRfGY6EVcBdgdiaPMtfR9OIp0sBwR/XExn/st2deLf7zkpBX8yaTg69Fy4Ax4Dbq2C1koRybImcjWv3deN33v5VrRHFucEsWuJ3Yd0fnh9LEai6ELJ3S8+O4hvHB1F0GOgPeQRtORTAwn83QM9+JM7N1UXVS6ATEISvOAkfEmhRoDIgf6kgFVIcXZwMIWcVcLGpgA6wovXepvKFvHsQBItIQ/WRHVkdA90l0sAMtxbOmcJ2nU8VRQABMEcTKQPp4tIFFKYyjOZSn14BWyZMQe1VOX2f5xrZ+7UqLS86hLV5Pj4HrK3WGU6KwbyxbI4bYeHSeOsPuMu5BBqDWB7exBjyTx6J3K4Y0sTjlWSSJNhpFxBW8SDFr8L6cIEhjIlQbYS7EIUslaiu1OBr2LZxHPTQQQ7K9nQRwq7rga/XFujqRz+5+AY2q0RAam0NDYiqJHS0LsosMoDp6cE7byhJYhIsYSxgbSd3C0jU7AEHczjfunWpqrz9/r9q3FmJIWHjo8IRT3HSaDKe1+xHdGAWySJnjgbx1P9KXFg2YE5Pfn0+g2gkFdoVoNOApmH8iIDpHy9EtwuHTdd0XVeWrzF2qkBoljVvqpnV9PgcRk41DOGlbaRfBHn0jlJhjM5TnPrZXCm4sUyxvOFGWCVWuO4WMTjxkQvA+LaRC+fTw6il8ne2Qt+2OXHzvAa9GRGMGVRfkhHh7cFa/wXRw9+OTlCL1aKubrVrW51u9zMAd8/+OCDsnbNp9d9KYNV6HOsj5bxe3e24FvHCzjcnxSGtp+6ZRN+/dW7ViTgpsThR3/6Svz8Jx4X34tOF92mkEfD3/7U3mV9JxPpjGnIXrMQ9fRijL7/DV0RfOvUBEzbTybQgsZvJCA32BxENOjBcFwxsPzmdatx24bGRdFXc36Z8OG2Y8cOAe1eyGqB8vPNPymWP31yFCOZooBNlNZ8Cd/tm0LYbeLqFpWwG8sWBbDCyXb8W847gRzxQgkjWfV5anH3pwtybBtCnipYfTGWKmWRtnIIw4eonsSN7RWcTWoYzVNWB4j6UmjyMEHmwqNDIWRLhB7o6DWAE1Ok0lZFemHmrE0mOjGNTVdeayo2mx+wwpGTCYSXGVlHkpUyPHpFYiYCksY4H2IGdAuYtDTc0cFOUzJY5hB1Z7A+GEJGKIupa15CwAjAb5bQ6sugL22hVDEFuJKjtCmAjaEKUhbnVEme8nxIwtVS1N3spmv0+2AVKZtp4ftnB7D1yNQMKZkLNWTwWijqGsZyKXh1AlVMNHorSKcIv69I3GrpTK5q0gSxJayuAdK67wh14dlEnwBWnPlr9YSxPqCSk4w2CxWCWQyMMUksF6HarxNmkk1FXY+q25Egcd0BnVEaS3PBp/vnB6ss4d4kKIUMKrP9ebKQWLCQL+dXHKxCQIpzPTmFJwLSJK8gsk/zSfUsLtHL/IUTz8yX6HVAKSWN1OtMrBswKuxuXX5q8HIEq9TZIutWt7rV7YU3rhvDw8OSi1+OrOYLHdOw3pE6nkTFV4a31Susb6zNdPu6EHNfvASQ07Q8VYwjbk1Ov6gB7qJHgCzLyUE+99xzAmq/2LrY6kAUXsNEplisei1sSmWOnZKQFRgYzfI9eRhaAe2+MPY1rEfIFVi0RBGbBGiMdxfDjn0hsMpdR0fx8YfOCStHR8QrzaDHhpP4428dwz+9aSdifgVcfrxnUnL6rDXRpxfMQVmTht/Hzk7Je9h0caA3ISwtqxv92LwEMIB8tm9KfLLNjS74vS5s6Yzh9HBSalwxzYsMNKSLZQyciyOZyksM2W+VMDmVw9B4WpptTeYF2EVwvqaD8+nvVo3AdwOpnCXyNJm8JUCdiN8lcc7AZBbHBijzotxUczKOctHCdWu7BYhyZiKLWzY2opFAkERe3sbm8U0tQQFyTKWLGIjnEfUrv7TMGoxHR0PUh3MTeRTL9PPVMyFPNkqrJLFke8yHRr+JqXQe95yYxEbfE9jToRgGfUYDKmWT9ITnP7JKBc+MFDCRsbC6wSdzcbwvIUoNhIDxPEvDsFXGzrUxrLOZWq5ZFUHPZBbfOzWBc3HF5sJmmJ+8og3rGvzSkH5sIisbmf/JnFLL4s8pJxBGY32mVIHb1CQmztjqBTxvjG02RL0I2gz8tWNeak5kIKUkhR2gimNsMOHfWDejmsJKWa5k4Vw2KeeNzwFlOrIVIF8pY6yQmQFWqTUeG31xbt3d3fKcJWst45menh4BqLF+48Q0ZESsjTO8hgtXRlbjVHoUI4WkvNbti2FdoBk+w/0j0VCcepHWaH6kwCrsqmfnIW8IdsKx6/5Ss/M5Qk53HOnONq/b/LzdPHzA/PTabTiaGEdvJiXJp2JPP3Y1hZEsZiQ5FTL9i3po0uF0pJaoW78Y8Mf57IruGN77sm34q68/i3iuBNMqwK2E7wQIQBBASVgnSti3phF/84ZdQuu1GCPbAim9lypRdD6wCsEl3z81Dq9LR8ynFmQu1rrmxvGxNI6MpLDDlnwhFZqDPVBsMY5mNJ2TEg4MJPBPj/QJilNp1hu4c2MjXr+jFQ+djeO5kbQkeq9eFca+zvCc8VPSJ5m3RBOx3a/jVF5p9TX5VKdeR8gt3adcwMrWtF41F1GO69mhlHSpMYE6u6PQmQNZhKsTo95j46dnz1rVUeKhEjnL76I7OZkh+4xyBAWbbSeMyaDx9EAKyayFiNdANlHGoz2TSOWKctxExu7oCAsoiJJL42fjyOSLyBR0AQBtbPIg5Krg+FgevHWEhYXoWY0LrMKAswBAB4VjaYn4MTCVh9G+BmvaDVkwuVjy/qxN9JKdgwwmsykDx9NWlc2HSNZtTT4cGcuiWFbHzMV8d3cE77phdfUzRCr/f6/biUO9cZwaTors0P4NTYj43RiYyuG/HulD72RWjpGUepTh0UQT1E5o0tvLqS5cj8eUQs1oPIN0tgCP2xDK++2rm/Cq6zbOOSP8DvLmnBzLCMiFQCiihc9nDSGv6gee5UQVSyW0RleeiixeKMp5cujGeb0IYXWFFOELJ3XnMz6LyPDEjePn2uBIBtEx4rO4FtHLzumoK4DdkbXS0au0Vi/+GXw5OUJM7PLar1vd6la3ur1wMkD8DJO6TI6y83D16tWXXDfF+cD3XPeYICXw46dfcR1+/W3L6whcjL1ydyce+v0IPvvIWQzEs/8/e/8BZ0l6lofiT1WdUyeHzmFyDptng1a72lVAQgmBQCAL2xgwXOBisI3h/o1xwBguGBNMsLi2r8lcEZWMclpppU3avJNjT+d8cqr8/z3vd+r06Z7uCbsj7cyq39mz3X1C1Vdf1anvDc/7PNiRj+KguYztvUkcnSgIIHggm7gm8Mf1SqR/4NAgLhSbOLHgwLXVXBEkTv+iRb/S1+DpGgb7kvjRO0bxjt1Xl0jm/DKeKZVK18S2cyWwyoliE4tNBwPxaAdon49FsNhy8MR8tQNWoeQNXTJ2gkkcEAI6BBhCgIWPj08U8dxyA00m6JiEj0fwPTt6kDR0vFBoCKhlIB7Bkb4UetfxRRsuE966yMJ4loZKzEdv3MX2rCOdVQFMNB0Dj82kUHcZd6kYg8k7JQfkC7iDvuMlzCobzE83PfUqrsg2k2erzWZC08lu0pay4T5X+EAJjABKToBPTVv4nl3sNDXQ9FqoEIQSUO4miqSREKkjcjLuzbQQ0VwstFzYviayPttTBgbiPr40R1BMG3QvY2mfQ4LzDUPiMjNmIm0YaMXjuOPgXlRLRfnukUadCf8wnqF/F/qj3effi+gC9koaKo4dikdQdwIUbDKdBGi4kH09PNiH0cRKAaHXTOGB3r1YtKuiKc4ut55oShKyTb+OFlRTzEAshZlWUWSFtC6QEGU+TT0QAJAuskGMRxXDijDJwECPkZd5Wmu892iGBhcsnPA7tcJSsp7p7X/dzC3hPPJzrwSUvpEpQMoKUCU0kUG6hu2sTfTy2PndZ0xDJmHGrkzuhueZ9wOeZwJWCFDpbOdlMqqExv1yuzfaWnQ5GaDXYnJ30zZt0zbtm22v5L7PhjE2kHENIRDhRrwvX65GE9Y7uM6+ft/937DGAUo27k7tRdlA7AqbAAEAAElEQVQtCWiFq3ZhsoBkNA27n2yHHuJ6/Kryk93gD9bFrkUafaP60ZuGduLzM+fR8j00XVfY/uhnS8Mkc9QsqroGMtEc7us7iFTk6uaJ/gzHeq0SRVeKsT9xdE5qLlvzKgZkSWlbTxKTxQa+dr6A99ymGD7ZJE1jHMF6kxDntL20lu3h/FIdv/Lpszi/1JDXE1EdD+zqxc9+2y48O1mRegWHcc/2HN60f6VJNTSyixSajjCxN1IRzDd9FC0fIwNpiVFy8aiwuIwv1FCuKvAHd9+wKQ8EnJitSC2ifdRroffhZHQXbtTPDWJ0AfH7vjCfdLaoAUXK5QgTfTtuam+aQJbT0xX8XTCJA9t7pY7w3GQJRpRsRAH60yZuHc1gMB1DxXYxV7FQbThYbjjSrLBnIIn+XAzjhZbsl/PDTasGaVVJoqxoTzIKw9DRm02i5jTQymzDgQN9krs/d+6cXNNrG08Zf62VsiXbpjqfak5et68PT5xeVKAcxxOA/p7BFH7xPQc79zW+9/vvGMYbdvbg9BKbVjXcNpQWNhk2Xn96rITxCtk8NQzl41ioq3odt8/Z4udNBjXctRugL2tg2fYl1mc1hcxEw6ko3r6z55J7Ke+LgaZhvqlAJnkzgky7/rmRpdvyvDxX3Wwztu+jJx69ZE5eqdVcR/al+JVU/U7mjTFwG4h/tdZdg6EKCteHEIzPWji/04xXw/ewFpeKxHB7bqvEh3LtXIcazc3UUNxoNF6T4PvIt4ojND09LYlRAlSY1L0RgSob6SGKFMy5c1JAvdruuFdqvGHelh+QB+3L01N42j6H5hy7gICkEceRnv0YSWycYJ6ZmZEEybWCP65kP/5t+7E36+JzR2fROzAk8iiluoUPfvYkJpfrQpP2viPb8OPffgj/++QCluo2tuXieHh377rF93B+x8YuYmjvYWj5HnE01uoZvhxHiGCQuu0JWKLbiHJcdH1ZpEPblo+LTE9FuhHDjatk73A6it97bEIAJ4NpUxaYUsvFR48t4JHzRXFw1BoQ4AvnlvHug/340Xu3rJpzAjG4UM5VbTxb1rBoO8KQwpxfTNew1dBw3648PnZ8ETqdS1KvadR8V+wnXOiYrOxuLFxhT6G+96XzpboNmXxdAb90z1vo/aykVhW4xZKGstC5WtFep42XWrh7NCPAi3QiKqAKOoWHR7MCDpkptVBs+cIgc/uWrAAwzs5XMZIxcWgkg/PlOcRJQahynZ1dyHmJGpdI5EQjEQwNDWJoaEjGQOQinaLZuTl86skTuFjV4Rkx7BzK4+HDW3B4a4+8b2dfHCcWWvI7kbMEjGR0H2XHx1Amijfu68O/fMvuDqq4e15u294jj2577FwBU6UWDo2kZWp2jubbslEEa/jw6w2gUYcWBIhECVQxsX9bj4Batg3m5Pzdd3AEDx/ZiUU7wMJkGaO5mLD9cJ8XCi18csKDVpiW89WbMPHGPT245zLUhm+5azv+5iunMUOpoh4FYFuutgS48477duF6W1TThFGl4thYtlQxRJhxdB05TcfW5MsLtDhudpfywW5pOidE9PI8T0xMyNrBADR0iki1fb0AJjebI8T52bRN27RN27RXx8imcuzYMUns0ihleiPaRoldriPURQ8bB15pgvRqbNdAGv/2PbfI74ViCT/3v87jx/72r0Xykj7fdxzZjt/7pw+gp0uas9vIxEbwBxPS11NqKRuL4D89vAt/9sWn4OaGMJjP4M7BFD53sYivTZYlKTWUiuK79vZjRy6GD59R9OK39qewvyfRYWHsNgJvmdT1dAPbbr8HVvTq491usMp6Vqa2TJsVptsYQ5BJJdSLJmtK3NBQd31Y7aRmSA+eMDRMNmw8uVBD3NAxEIsoSc+Wiz8+uwR6QwSwhJ75U4t1/OM9fdix5tyQYthzPZyoAE+U++BUGd8FSEcjuL2/ha0pEzO1PJqeK4w1AlIPQSUEqAeAGVEx0Fo5n42scxwdsEpby3SNhBNNcqGBhijBFeswstDIgPL8ko57+ynJ4sHUotB1E0k9CVNXsYHtt4Qyel8mhsO5OBqeA12zpWlk2XJguZQ45fsUuwl14JX0kEp+do+dL6TTKfRkM0L1zuuaRQD6umfPn4UWD5DpS0viL5vIIx9X8UzMYwdeBJbvISIT6WN72kfK8tBwNezPxHFrLo8t8UvjhahuCEVztxEQYpETMdAR0SKwhOUygYrTlHEmDMojeUiTFJIJRyabtShnWeYlokfAf7lIFtlIBq6mAClKHJRJ7gCJfBx6Gmii3gG2xJEQ0Mp6xuIOmWopBcTxEbgizDGBg5geQ9q4/sUzLTCE1rMjY8TrtJ174NxcCwC/2xifhPEKrTvRy/sY445uMD7P97diPMNrm7Hdpm3apm3apr06xnWJbIVcO8gUdiMCVS4HwA9rTNe73rGRcfv5aI88aCW/jEqmhKMVxWhtaBFsiW/FYGxow20wfmScwIa9w4cPX7d1e3e6B+/Mb8XXx89hdOdW9MeUL/vk8gwWLSW7uSudw729IzheaGKxVZai+x19GeTIAr6OhfPbu203UgPDUiNIGld/zi4HVpkut5BsF/VDY92Dc7xYU4yAtAPDaXzh1KLIxnTXaOhnj+Ri+L8/cw6nF+oYzpgCtKhanrz/xemy1G7I2ML3f+r4Ar50Zhm/9O79UnMIjU23ZHchK8sXztdxvkBguopN0nFDgBN3b8vh9HixLU+jxqikZH356biqaViCEbkGw+twTbFjA5aVVQB8+r9rGCcpzaMmdX1AP58bm6ti12gOuURUmsXJpGJ5Pm4fUXWbEJTD1+/bTpYd4HyhJXP2+u15TBVm1FxEdAHAyO4E7BFK567OvbPeQFAKH7SQYZAxzROnLmLKMmFHExjMpXHvzn7cNpKT62Eoxbn3BODD7dvQsHt7HjNLDeQSETy0vx8//sB27OpZ7Rtzzrfn4/LotjPFlgBVtmVMaYIeSUXxgu2haav6GUEqZiKiYnbfl3M/EqNcjYstubjU0Hbn47hnOAXT1HC20kQ2yoaEqHymYLk4aWQwMVOSGiUbFvZn47ijN7Vu/Y12x2AK/YkIFhsO+gny0SDMPGS+eWhrdsPPvVxjbEjAGmVtWadhI4M04OsAo9mh+MsHUrBuz/o3Hzx/JKDgeSbRwJkzZySGCeMZgljIMHQ9jDmsV0q08M2yWq22CVa5GY0X2cmTJ6UD8c477xRNvitpqN9IeojsmiSCjDff+++//1UJqsmmsjigQCqhNbwWHls6im8buhs95uoxcfyU1aBzwTmnI3S9bd9QGnmdUj23dp77zru3YaHcEp33C4Um/u1nzwgLiaIR0/DXL87iP719P3Z0LTxM1HF+zy3V8LQziotPLSIIFgQQ8v23j+KhnT2vCKyST0QFDVts2sKogi62Ei5UdGpCO7Ilh6+1kbfd64fqsNIE2EJgRpicJlPLfNXGQt3BoUHqQKoFnI7Ap08vy6JPgMZM1UJvIoqhjIn+dBR/+twsCk1uNxCKaC5aTD83PeDYHKVqlMPCxZUoyJDZhPJFcpT6CgCFr/NylRG1/YduJ10dC/W/dXGkTF1DbyqKuYotFGnrZYEVZV9Xp+M6CWACVqjBl0+aODyUwlShIYwriZghmpKL1RZ6MzFUXSJKPaF045yTcYc0a02HCXW1PbKUMPdKUFHoA/F8Ltcd0Sm8d/tK8pVj43eQj4vNBM45OlzDgubZePLkJJ4+OYHX7+1BPuLi3q0DeGa6hXOLdUGaVpuO+I9bsya+47YhzFcsfPn0Et5/75WL/xzzqfka+qj5COArp+ZxdLqKSDQKz7IR6Dr0dApwbUQ8B7FoBKZpoFhp4bsfOoCfe/99sp2nJ8r40oWCXCM0XpP3bcvh1pE0PjtWQdEOcHuOiHxNvjufPrWEfDyKvf3rs6Ts29KDn/u+e/H7H3sOU0s1OVXZpIkfeMdtePMd23C9bUsyjrhhYLrB1C5d6RWnOhuNoMe8Pp0MDG7o7IQsIrwPh84vi4S8x4WIXqEefAWJ3puNWeW1iNrdtE3btE27GYxgCQI9uOZQr5sSQGE3+80Avg+16JlwICPMqzHu3/rUSXzkmKKJDf3UTz0/ifn/+kV89t+985JEM9c9yoMSVMOOT7KsXU+j734w6WH/rjQGB1W89BM9SfzgrcOSWMrFDHzo1CL+5ulJYRjk6D49VsBDW3L4gVuGViWc6Kc8//wLmEoN4YSbRO3FefHlD/Yk8IH9/eiNR18RWKUvRh9USYEysRoawSV7Usp3pI0kTUlAV6nv3pUEpdfPz12otOS96XaylhrdedPAxSq70nSMJpS+uWiLWx4+MVnCTxwYwFyTCdwAI8ko0kYCz1WreGzJhxPoIv1DcEjFjuC5hRTyWx1cqClfN5wiko6Qia/VDj9simmrV+T5lakMIfRr5qcNr89EfIkXCLxpOrowxYgs56p0rzInWJE+Xc/Ga5yvQMA1BEWQFYaSNH5gwA1ctPyWxIDsqvPgIKJ5cEFGE1fAFDwWfs0Ya/HblDPJgrLCZiPzHgQqYZzPrAKwMAnX39+P3r4elL0imm4DVsMSwFOlXsakPY6IF0MkomF3PIPj9SKqrgVdo2xrAIa1h3Ip3JJLw4ctsj4mrgyOkiMIPERgouG6eGp5AVWXMkA6fPhoMrsJTSSQRCKLxx64iOkmtsW2IRNJC8CDgBcbio5bsZEaiIH0+x6SuZiAkwhSCffZQhMJpDZkEBmIDsDxHVS9qkj/8H08J1vNrdeFSXGtCZOLatEND0HAKoyrjeDyTDDXI9HL3BgTvd3sOuxKfbnJ2ZspnmFejXajFkY3bdM2bdNey8a1aGxsDOfPn8eBAweEFYH5thvV1gLwGXuxxsSCKdnj6Ut9s43AWmfQUvQFnecox3FR2OD6zP5L5py1MNZpOOdkYrve4JpMNIb+uosHBlbywDtSGdQJtBa2+AB/cmYWc80VMMgjs0X8wz3D2JdLrppf+ienxmdw1NiK08fJWnIe2ZiBd+8fwHceGLji2K/ErLKrL4mvXyxhoMsNEBkdAKO5ldzuvTt6oGsX24WN7i0EwqxxbLYqNZ0QgEJ5mOWajaOzVRwcSiPbjr1Yj/jq+QI+d2pJZHIuLNWRNCPYN5CU+tSvf+4cxpYISNekEVeaXS0PCxULJ2erwvzB0ItxnTA2tv18yhEp3LyutJeE7rGrztLBrXQNvv1hAj4Spi5MlTyG2XIL5dbGtdK15ZtuY/3m5HQF2/pSGMrEZH6LLQdVm74hG2Mb0njL+SGjCJkiGdeySZoqApbDGg1/SlAjQKLedAxLlRa6yWgqTUcALq9bwzYaNp7W4z2Yry2hZbRguBbOzC7j2MQ8bukzMZrQsItj603gwnIThqHJ+FzXx7aBNL7j9iG4uoZn5mrS7H41DCQTVUskdfjeFybKePTMsgRhYU3LannCCGMmWA/TJe5ftlzc1p/CT98zKs9NNyw8X6ihWmHcqklcvD0dx235JJ4utlDWTGw1I9K4S/ndF4sNAa0c6LpOu42s/j9y+zD+5Oi8SPcyDmSz/INbs3jbzusjS9ZtuYiJXNTEbKsucU2nRUMDktAx+grAKt3GOWXDEB9s1mItl+A7xjS8XxCcH7Lr8EEf/+Xe427U/Np69lplirw5oEIv09Z27zG5S7aPGx2sEo6Pnf2hhM6rqUV/tja1wSsBzlQn8bq+w51n6GRyzvmTY77awuZEsYm/fXEWz06VBTzwtv0D+K5bhjoyKleDbmaX3UhPErbr45c+fxZjyyoRwfsTi/IXlhv44OPj+PV3HZBrgtcHE9CObuLztR7M1lrIiwSMjumyhV9/9AL+7PmYsIpQi+69hwZx95bcNTlCXEjfcaAff/bsNBZrtkjMsJOTYIHXbctjf//K/HBxTkQNYS8JD43rIxewpQYxnxBEb7HlCkVa2owoAEnAhOHKPNGJmypb+P3HxjFZtmT8fP2BHTns60uKQyPjbv/j3NRtFzU6Br4Pz/MFASyK6AoAKujINrO0HC/9ILIXK6pw9ZxaB9ZQGbefS5mKFEycLtuXc3wJWKVrHq/kXBKlTCdoW28C/RlT5u2R04tYqFpYqNriLJJhh5soNhxhuIlULUxXTLheVxpZKPSYFFZzzfk9bdcFWEPU7w+/bqvMzaNnKYEE5JMR6YTlsTxxbgm5ZAxDOXVNlJs2/v75aTz3ZBGpSIB8rIqDAyZifgQvzlkiV7W7L4X79/ShL61AR6fnquLM9qVXFz94jZydq8rPkXxCHnQm2UG5XLNwaqYix5jtTWFmgdJXPgLDQDSXhVEmLSTQn4njHffuxo+++3b5m87hI+eXhY5xX79iQeHcPHaxhMWGjWLTw0jbiaKNZGM4t1zHsfnahmAV2jvv24X7D43g6dNzcu3euWcQo33fmMWSjtZS04fna53OXibrAzeA6xlYaDkYTlzfQhKNxanh4WF5dLPrUJotpFEPgSvXmui9mToRX6uO0KZt2qZt2qth1xJAT01NSWJ0165d2LNnTydWuFELhN3ge66bTEgzMc0uPsqZvhpWtxz84SPnL3megOKvn1uUx+v2DV4iv8qE7r59+65qnnmsj02V8cjFIpaaDnbl4nj7nj4c6vL3r6b7j34tH0/MVPCJ80viP3d3mT0yWcKhviReN6JYXsgCxwR0fWgPnlpWPIXJiGLaeHahhlOFRlu7WsO9Q2m8dVteQN/rXY8byTcd6klgNBXFZM2Wri8m5pg0IwDigeEVthn69/TRmLwLwecCgicNMrsHmbikXKbloMluQMY6TL6K9MuKjIgAxKM6Jus2fuPYHOabir0laxp4x5YszpYI6PAQM3zZNt+f1nXUqOteZ4wUwPN0AbnHIip5xt9XZjpMpzHiUSyFklzsOhUKgLPyBOOfVJTv8UX+Jtp5fztBLD9WPnOlr3hE9zHZAPZllF+e0JMoe2UU/ZKAVVh4YKcs/xGk7cARQIft2xivK5CK72vCHiNzT/konQllHWWbDRtKBKc/ZuL1/Tk0/YYUOJS0TUQAE27gwAlsJCIpJHNp9OTIPtNA3avBczz09mRhlybQ2zJQTkZh6zxPEexNpbA/k5G59wILTmDB1C4Fq/A43IBFKG3ldenoBC7Wq0IfnYmY8j7LJ7A/EMAK5zcd8RHVDCT1BIZigwJUodmwReLHAGMyRbPtg4wtip3F9+SMdgAfBK0QxELQSkT6/C41Fne2xrYKQKgVtGTOUwZli74x91fRsZdfuvAqbAJxffhRT8XY1wmwcjWJXsYzLBiSPTIEr1xLovdmimcYx3GsNyrT8qZt2qZt2ms1niFDZMhWeN9998maQ4nNEER4I1o3AJ+AXtY7uEaHNaZXwwr2kgKqrDP1s62ZVWCVbvnVe+6556plvVuejQu1Ocw2C/L3aLIPu1PDiLVlIdfaejl88c0jKj/7x6cnMNmsCXcdn6dcR9kO8HdjC/i527dLPMHrg/Nbb7bwJEZxeqmFjGkgGdFRsTz80XPT+NTpRVRbLobSJt59cBBv2d17CdvkleoJ771jBC9NVzBVaqI3aUoee6lmY+9gCm/YswKEKDcdAU6EUqYCLNYUswdrEmz8bTq+1F9Yh+J72QQr7PVdtSw+v1gN8EdPTOA3v3ABhYYtcdQdW7J4353DWKyqJuuweZf1E9Z6CjVH4jU9Ykie3mv7iQR6EMC/Iu/TDj0Ywq1hIVlFlaImR34QqJKKRaQestywkUuZKLeaeLlWbnoYdHzsH0rJEA4NpIT1n3Uw1USuaiw0zhFrYk1DE5BMreUoNn1h5oeAVkRSljUQxxfADms0BPh8910j2NGfwrMzFalVZXgcZkTm+5npqsSTB4YVKMNyfXz1YgF/P2chZXhI6A1sjfjYnzXwPONlTcPWngTu390jP23Px1zdwWzNxrbsah+RQP2JUhM1y5Om9K25mNRWpCnA8fD0RbLfBBjOxTBf47Xhw+d5arnS0MvTkKPE7UgG33twQM5n0/XwQqEmsfNw3JRzTzDP+WpTzvGS7SEHV5q/aVkzAqvlCAMLGVY2uvce6E3gFx/cjhPLDWna3p6NCfvLN4r9iRJPnHdC7RFeir6gqzBnNbE9ef1JF1hzITECH/yu894cMklSlaRbUoiPa2k4uplimvprtEZz04FVrvbLFSYYqSne3b3HC/pmAKuESWkmpJmYfjX1f0t2dV0niDegIl9rWwiuYbH2yJEjV12wJYjk5/7+hIAMSGvGRYAsEkdnKviP79i/Ls315ZyPj5+Yx7kl0v4qyjC+iwshF7fnp8v4hc+ewcn5Clyrhfu3pHB4+wimzirpk/FSs7NtJjnna3QiSFHWwBMTRfz8w7vw1r2rmWIUanJjmOl7Dg0J+OPTp0kf5whw5Nv29uOH71kt0zNftzGYjgoIgc4XHTXK1ViBD8d25Bi4yAswhIw3Vgtk5CatWrdxUScLy0xVodNVatrDJ08tYUc+Lslv3Xdl4Y9JslkXPUDuc9HyxMkSujdX+TlRihOuPQdtJyoaae+7qyss1KTr/gTBFF4b7XJka0aQrIv1FQmk7rmUzVzGsTQ1lcTfmo8rzWnHl4LAjsE0tvQm8eWzy6IRbxoG0vGInL/xpbpQ/ZEomk6Z5nhKr1DOnQI8bM/FMJqNyzknmvkDR0YF+PPnT02hYbuYXGyg2LDQn1IMNTOFJh4+oK4F1/PwuePzwnTD85eMBagjgpcKBt62J47As5GPeRjMeog4DVgWpaAMAcdYRM902YWFKv7mqQlMLCtGlnQ8itft6cNtI2l8+sSiXBc8R9RtpAMz0JdBJPBQqNoIojredmA33nbXNjx021YM9awUR8YKyrHaP7DyHLdRbDpyPuRaWePYcox8/UrWk4nj2+/5xksRnK+2UCbYyTBXfHDfR9G1UbR9FG33GwJW6bZudp0w0duhUe9K9IbglSslem/UQuO3kiO0aZu2aZt2o1qYYGRc0929FwbQfP3VArNfTTxDn4XxGIuD11NC5+XYxGJNQMAb2YmpooBVusE11yq/+uFTC/jwqUXpeiMAg+yGz8/X8NP3bsU9bWDJ1dKL0/7y1DwaBH9oWidRWrEph6Lhk2MFfGKsgJlKA0nPwvsO3IIXlxzUnZbsf7mpksFMwC63VHKV5fuxSgtPzVXxH163TZJe3eOgbQjAN3T8k/2D+NjFgrCjMImaj0XwltEc7uhNrpILYqSyLWWK5A79XM+2EQ982F5UfOzxuiOxRgi+CUEtPK5uY8JuoeVivsVtqpiG8kJ/eaEoQJZYG/RAOZkwPmI28GRBx1KTYBa1HcsjhbRiRKGt55b56/Bbcyo4JC3M/2pkx+TvZP4IcF9vFp+cLqoEa0cWSPbQmcuNXEA+3RdjzGkgopFW2kfda0hyM6rFZH/NwEYUPhI6wSUGvMBA07NQdgIstCIYTeiYb1H3XA2WnyG19j2DURQsMqF6GIlHcXdvLzSjirJnw/Vd2AIe4TVqinwo9eBNGQMBPbaAPjQDMBGF03TQP9qDHstHrUA+Exd6w0aWjR9tGU2ygBLAs3ruAtT9KhpBXZhUeMAEiqT0TBs84mLJbklHJ+coorEYwJjUg+cRmGRiNJbHYKxHZHhC0AivFLLMEGgTgjkUJMcQRhSRZWLTRTdLaaijvi6Bedf7CBgyEuC/b6QJuEZvM/90Rcy2zficTDqXaV/9BiV6u2nUX06i92aLZ9hQdbOMd9M2bdM27bVgrBcQiMB8EoEe4ZqykXTojQbAZ76P46c8/KFDh17VYmbD2xhU0PKbbf9Tk9wkazS0a5FftTwHjy+dRMmud+oxJ8uTmG8V8WD/YUT1yDXFM+O1Bs5UWTtSUp8cny2yiz6WWsB/e3EapxYaaDSb2JuK4k17d+HcU1NSo5mp2QLm5ShY1GdNJGBBv9DAMzMVjBVG8H/cu/2awCpv2NOHn/m2PfiLpyYlh8+60f27evDTb9qNdGzl2Fij6kmS0T0pjZ624yDGsryhodJUAJUzC/VOA2/VcuU5bq+7oZhjYV6doJbOGNl8cHYZp+fZGKshSTA8yHZiCBhG01yRFZppuDCSMcEm8Ygog1qvhsyCqw66S690TfDB71dbnkUUadpA+1qL/jZweDSLTCyKyWUF+r5Wi8YiSMYM9KSUDJAAOwpNkYYdTJqoNksoE5DC+oZpCJPmFALMli20pDFbw1A+joWyJZ+VuCsARvpSuG00jcnlhsQa77xlCA8f6MfHTy1KEzbZ6gmGYQP2SCYmNbVbhlby1c/MVDFTcygrIPMbaDrGdQP39QGJpAXXtrAl6yAVNNBsaojFY3LNEbTSbQQmffzkIi4WmyIhZJLZpD+J/cNpnC21MFlqCeiHx8ZGkXyCkHfWIT2Jgw/0xvGm3b14YGtWQFZhfYDNthXHw1BcsYrSKJMb09msYUlstVa2h/F4w1MStGRh2cjYpHKkay6+UVZwLKnHJLSogGoY4/B6LlsN2FEqdXzjWbM4dyG7ztatW+U+xPWG8QwbephLY/0mjGdYr7lcDHCzxTR9bTms15LddGCVKxkvShYMeUGul2C80R0hfskIVOEFR8DHjXDRJY04loPKJYAV/hnRTDwxXUa1WIAzcx6H9u6+ZnDNh56bxnzVwnBmReJGaNLGCnhuqox7tuWvyRF65OySLDC8iYt2Xzu5SArkmXILnzmzJLIvxP19dKyFj4+NhWrR6xoBDrSy5eGXv3wBd45k0Z+KXbUjREfl+24fwTsPDODMUh0vzVREX/DRCwW8eU9fxxnako0LswyRs1GHqUBPOn6mqw6MVgWWowvggwxzPC7foxMSyLFyQed++Pupxboca3t0cmw8XAIfLhZbyMRUNySNC2m5ZQurS6PhdiR/QuNmNC8QCmi1NdW9po67LcGidFg68ogcm7yrTU9HkBCp7ciSQ5DHTz+0A7/1yBjOLF4ePR9S263SUAyAnrghoIpQC6/UcEWyR1g36o68Rio3sqzQ0ZtYboi+JRO5dCIECc2OTzqQUYXU5UK/JRvDm/ep79tEoYFj02VxEkfzcYw3bVSatiz4FcsVJ2Sm0sLxmTLu3tGLsaUG5sqW6BwSIZuJ+cilkxgvOxhvRHHXgZ2oNVtIGi5K1bqg2guWjsF8El6jDDcdlYQhQTF/9cQ4JgsN7B5Iy5wVaha+dHwe33X3Vty5LYvPHZuXRDadM6KHB7NxodNLJ0mRp+O3f+IBpGJRec+xmQqKdUcYYRp2eCWvNna/RoQyUF0jK/MfyPeQ83KjGLtl5R4h3bnKeWB/KOkDiSyPvwoORUijHhYQQ0Qvg9nx8fFV2vG8n69N9N5sqN1NGaBN27RN27Rv3j2XSVGuEQ8++OCqBCN9T64vBEzeyIndxx9/vJOUfrVBNUP5hPiA3cwZ3eYaBh69uIzyzDgydvWawTXLTQefOLcsflVv27cXKZumg78+sYC7hjIdVrhu2yiOIOtdCDwP/Xb+oM9PoMhz85SDVP7DMuL4nVPldUbV5deJz6R+OV+x8MEXZ/Hz92xdxWQSjnkj649H8SMHBrHErq5SSxLIHONps4n9Mr+aaM+TVcUNAuQMoFyvI2aasIIoNNeFVa7BJWNFJ6+qWFXQTkJnIopdpeG4mG1S7mb1+I02iIWsIuTVoFQMYxNi4BsuwTGUA9I7cp+hOR63Sz8S12R8vwBr2FWa8nG4l985A7tScfRHM/j8bFGkVNc3DUrY51L/NGlwLIYkJCmjgyCCZmBJ4NMKHNi+KyAeR3dheexINFB3W5Lcr7hkHwkQiQIjCQ1NXxPWQS/wxT/emY7h9h528QVo+k1YKMHwOZYoLLQT5SLnSsLmAJ5vI6bFBfRji/RQIKwlNN+lnGsMbsLBtm19Aghxmi6ajbr4urOzs0jlU4j5cQRpXZKBPH9W0EQ9qIo8D8E3cg5go+ZXkNGzsLQmDI3AEyXsyevA1KJgj4QbWBiN9WNvSuVxyAbD7fF4yAijApp1vkttphzK6XS/TjYaBWi5cRKPK8CZLriKBL+KGfTVsI0SvZQOYKKX9/KQdWVtovdmimcIntwE32/apm3apl0/u1xOvFuCZr1m3Bu9RsO1LlwLCVLhGvlqm6lvDB6lL1dySqjWqjh39BwG+waF2fJaiq/jjQWUnDoSRrQDFqaPWbRrmGgsYk965JpqNEcLVeHAo7cX1nx4XdA/a7gOHl0sw3JYQzCwVAGeem4WbJn0XHpLZGhQbI38lSzz4ZXGeOgPn53G3aM5HOliwb9SjYb2zsNDePO+fpxbrOP4Ul2aA16YryETj6I3qWLWoWxMmPcp52MGNlqai0QiKQz2uaCJsRZZ6SF5e3E9u8hOyLYRNyOqCWKxLgzzIYioYwGkqTYXjwpLR/splJqO1GgiZNP3VM0nPBwjYiCRjqFRpT+/DmtKt3vc+ZAhDa7q9ASS/9+7rUeae1mP+uk378bnX5zFF07MX6qDehWWTcelVsJtsU5BBs7piiVAi4VaSxhCedwElrA2MVtqYanqoGl5KFdsAYAkYxH0kP2D8YLLBgcfW/sSePPhIYnFCBYqNB08erEkDC0xgwAgV8AxvA5YA+P2T6CGB3flBSjCMUizNhueDQ+pmIFqEMWYreO+vYOYrVjI6bbUaJaLJbTIVhlPwKkAVrJf6nE8Z58+s4Qzi3Vsy6vjJDPMC7NVxKM6butP4qvjJYnPeQ3FIoY0c5AJNGt6qNkufvq+rdg3kJLzOF2zsdx0FQNpW8ZrbYM+rwXWOOhVO2tea7getiTNq5Ip+mZYvZ2L4vc/qq/EAZTYlZrdq0C8wLGQQYoPrjlU/ghrNMeOHZP7FF8L6zSMfbqN69HNEtPU63Xs2LEDrzV7TYFViBp98cUXpYuPEjTrBaG84KhldSMai5zs0Gfx89WklFtre9JbMNlcuOR5oaE+p+P8wkX4nofh7BZsSQ1e883o6xOl9gKiraJJIyjgxZnKumCVtWwmdcvFo+eWUW05mCoqLXSRdgnfz0Ro5+1hylEZn17Pj+lonHde1MTB+M+PXsBvvvPQZem717OxQgP/6XNnZAEVoEcA/H/PTuPX3n0Qu3qTeMvePjxybgnn58vImxpS6azI/wzlUrh9ew5nj87JTbPqBALGIAtNJqpJgnRW0MBkW+FiuAJU6T5GLnhcLJJRHWWHCV9fnAPOk+PQAVp93OrYeaMOYBgKHRlutftoLzndPDaCXDSF5uSDDB6kOCOQg2wd335wAI9eKG6oe8jPhjR44dSG4Ji5miNdmdPFpqCWOZ80UthxweajFQRSNGjMVdGwffSmogJcoaRPg/MXBKLLyOdnSk04niaODpHQGaJ/MzE8dm4Zw/mEjJksJ5m4gUwiivmKjWQ8gpFcHKdmq9g7kEGp4Qi7im9EkMuYMNoa6nQ65yoWvvvIVnzwkWVMFpriXMciEWzNm3jXtjSmJy7i3OmTkvSbs2IYmy9j/5aeDhKbWo1kvXlxooh/8faDuGU4jX/9N3W51skuQyYXdgqTNeV77xkRoMpy3RaUOGWG6DTRScwmoggilBLi/tsBB3UUXR9v2NUDr1nDWNFGsqm0MhfrFgZSJm4fuf6UbS/XkhEDKXFGPXHaQto99lcOmYY4ba+28b5NiQM+eI8ixSmdopAti+tSCFzhOb9Z9BAFvNRoSBFi0zZt0zZt0165Xc5fpg46g2kmRPfv37/uOnEjs0XOz8/LTzYNUELn1WSIDK03Hcd33bsDH396fBVghQCSRCKKryw38ZmZsvjXd23ZjiOxjSUQ17PTyw1JXvW3E5wd+mvTwGzNwkLDxkg6dsXkLlkeua3FloOA0jRdAG7ZZtuvVwKb4TNXNuVPrySNnlus46XlBu5YI1F0pZiGr35+ooRHJstw2owon7qo4YGRLH7w8KBoZR/pT+OLk8uo2i3kkgkQVWE7Pu7oz2CyZiHftAVwQvpsWorJZ9KsE9xjEdoRoBDqsK8xXvH8NtC/ZYzRtHWwwVDosKUTT0EW2pteFbeQklg3VMJ3Rb50ZS/cbtD9/vZnYmwU0IBM1EDNjkrCvm7GsS8dwZZEDGdr1oZnQZglV72oABV2oGGx5WFbysO8pZhCAs2S+TO1FSJl+uoNzep8kgwrceqjE6jtUQpWQzbCZLqGMjs+hRaesVG7c4/gF7+JXCTXlhbyROKGB0sYTVyLo+7X0fQaSBsZkdfpzEegWE9YqFCyNUycGmjFm4jEdOR60gIBCZpAeaqOibPPd0DamdEUIikdcWPlmo8GpsgFscyQ1vLYmXRQsBcFaBNjl27Asbpy/NsSCigmoBe/JmOV0DBgApcAmJUCipobFkEIsWnHAoYqgqhXAkRhyus3inHe2lmItsJ72AxLSSqe/1f3nrlRopeP48ePy9rTnei9mboQGc+sTUxv2qZt2qZt2vU3guoJdlxaWtqwGfdGjmc4frJbstYUyhbdCEaZn+nmZOhSrjL6uGcqZ6UuljmcxWB26JrX58VWWTEadvlZZMLjtpda5XXBKmsBIvSV55pFNDwbJafR8Xo6NRrWJ8RZD+C4q2syclgkeDd0YUWU11gDMSOIRiNwKBPj+/J5xg7/+dEx/MX7b+/k0K8GrEIrtlz8wbNTGC+1Ohx8f3NsDj/74E4cGc3iTfv68ZdPT+LsbBE5M0AumxWWjWwyjoduH8LYU5NIu57UEngMBFwPpwxU7UCAEFHDEWaNBbJ7dMVgnWNkEwXZRmIGKmweRiAynlLL0tmYogmrTGeO23FaNGpAIxNfGOx0v6Ezv6vnlPEIARAJMyJNuT2JqOyboALu8M0HB/E/HzknNa91rbuLeO081mw0XWC20pK4mooCjMtYg2AdhkAexm2sm5yZrwvDPCVx2BNd4+frPuotB32ZmDSxs8YjagMBUGza6EuawlZyeqku4J2dvQlRY+B2WWsqtVzZ/q6eBM4uN4Qth/sn4IVMpwTlxHR1jyF7PhvRt6ZNHF2o4+miDcdjQ3cGvXEDD+cDVBdm8Nj505K795N5nJr1MZxNtCV1IUwu/akoTi828GO7erA7F8PYTBUXlxvoz0Sk5sbxFJo2bhvJYm9/UgA1Xxgv4XShKePidLKRPJbQ0Ih6UuvoMFN6Pvam45j3XBxHRFhLeRxVR7H2HMzdGLViGpsukkZEZF3tgOygKmZkXM9m4i2JjaWQv1nGhuHh4WF5cGwErTOe4b2dZBdsCAvjGcY2N0uN5rXcUHzTgVU2SnayGEigCrvbqcO3EQqKz9+IXYh03jh+fomY2P1GAFUaLmVemqIFOBxPriuvs54NxPMYaqaxEK+JhlxoJ2dSOLcQgMTMQdTEVNPDB5+fwq8+vBsD11A0ZuG8Zrnr6jh3U6eFNllq4r88PoenJ11oz3wNPaaBkzOk9lYJHxqRopk0Kbzo4SjABY3UukTGrgJAbODDdBKZK1gVsdNLDUyWm9jWXiCuxhEiy8WvffGcLLqUkeECHmre/fZXLuD33nsL+g0bb8yU8bifQD2ICs339lwcP3j3KCZKLZHc2dmblOSroIldB0t1GyndxT1ZB9NuDOdsle7qJL26hs/P8Zx/5y2DeOzkJF4sdpMhX6qt3vFF2m9SfvDaT3SBSdr/U06tYm2xxSHz8cJsRZLqpL37hU+dwb96404FSBLe6ktNJVfX0LyETCvitOkYysYxmDHxwnRV5v+uLVkBrBBEQmYUjouahv0pXagC46aBHX1JHJ2piiwTCwo0XnoEojARTQQzwSpC+yYyR5oAQQjoyLeLD+G83Lk9jy+eWMCXTs8LewlZSPrSMQznEiiXFS1j3fKwvS+BlyaLmC425JzziuZ7ZysOvHgP7r/39g4bx/Gjk1guFDAT1JBMJCSRluDDNISij9fNA3v68KvvuxW/9slTwuYibDYacNf2PH7k4V2y34+/MIujUxXsHkgKEIwO8pn5BiJRHWe0WrsjWwG6DgwkcWRrFlmniM+6tiC7OXcHBpPCBkRn8UaxXZkYtqViuFizYPs+WgTb0AFFgG8bya17v3g1jdcpZdH42CjRS0eIRT3SifK+fyMU9DayTRmgTdu0Tdu0b6xxTWDn4fT0tDBEMqjeyG7ETkSO/9SpU8K2QKNc3vVe16RDrUBpRgdbc3GMZK+O0pr22z94P05fnMGJhZWCfDJh4tZ7doo+uqOxg03HY1MVxCOz+Of3bbvqbRM00AHLdx2y+luT+GutfWG8iP9vJoriRBGZ58ri687V7FWMj5K7MpXMDR20UNpGJThlRjpF7quxsKuP23lsptIBq4iMzlXENC8t1fHFybIkGHvoPLPhwgvw1ZkKDvUmcP9wBruai9huV7Cc7EOLnVYBcGdPAt+5owf//dQCkmYUo1HK9ATS8OA5LpYcD1uaJZhmFI1IEkuXKdZzhAQsv2MoiY9O2MKgGAYNYQzUbWGCnLEQFWm64ySRR9Lbz2ywS8snYycwWefDk/N5vtLERG0Z9/ZnBKyyTr2gzQajI9IV0KjYksl1da1YHpDQ4mj4FkqODS8wMRxjrGiIfI4dUMddxa8En/PvfDSK3hgwzzhKYi8maVVTwlbqoktLAsEbio45ZO9Q4I127NoeEwEcBH5Q/qfql0UmiG+Oa/Su1RGFEj9MmLe0BryAbI3t1+AhmjRx6NABOdIQpF2uluBWHGFzCRk72KGo5oW01gb2pYZQsl2MN8uwXAJyNElyHs70o99MCriGUkIcaxQqDuMxuAHBPSvHoE4dmVliMBFDab4ivrcXML+gy3MxLfaqA0BC4zgiAQWePASMd9ugFT1iwLPZSXvjxF5XSvSSLZSJXhYbuSbxbyZ6r1YO+tVM7N7IMdembdqmbdrNblwnyBBJZsXLSdDciPEMrVqtdiR0wkaz6230r+h/cTWKagQZ61fNrJKt51FJltY4nzosMmqzSVXk0QMBtdAHyplXzxZJYMpGpnexJ4TWdF18ZmEeZ/qzOHPqaZF/MfQ63KANPDeA2wZ0jJVTqNiqVhSyugeBhlxGh+MGqDf8TkMB96MIZNo1HgIACFIhUJtyK27bs/V9afJ9bqaC+9uNzmubmzey//XslEi79FC2hc0DAQEGDn7vyXH89+88jLjm4r1bWvhIK4KCG0Wh6aEvZeIf3btF6jrRSATbepPYxbiKBRDfRblhIwIHbxx2MGOZGKvQh1fHudaELEbT8bqdedQqZXzhIqVcFag+VAloV2qEUTKUtRR/OWrAN4wOwz19dH6PBNzSZrnvLvAwDOVrTcdHStfw/IVleZ7sIP9uuY7/650HhIX0wmL9UkDKav2gtd3dCAhYJqjfjGB7TwJfWKij0nJx59YosrEIRrNxeKWmMI8QUz+cjqJO1nRdw6HhNF6aqkgDesv2pMbF31kDoaxQqekKWIXgfa1d02M9p+Eopnk5tvbQDg4kMVmx8OJsVcAqZDXpTURFIsiijitrMY4vrCazVQsTxZYw4LDOwhrQUiNAPZrHvXce7OTuX5pYxMJyFV7VRyOl4hnm7QlcEZASwTO5OP79W3fj1754QeopamaB7fkEfvKBbXI9Pj9fxUsLdQylokhG1fFMVy2U7UDqToHmCqSesU1fLIp92QS2BBaKiw7Kticx80A8inv701ITuVGsP5bASDyJ8UYNbuCj4VP1QL12OJ1HLnrjjJXGc8EGXD7ISEJ8AEkjeK7PnTsnwES+hzV6nmcClm7keKFer78m2SJv3CjyKo3B8oULF+Rx8OBB6UC83IV0o6F2u8dPSjnSrV7NonotZnsunliax8lKCZavEmx9ZgxvGdqK4cTVdZX0uyn0NdNIb+2RdesvXijjudkmXCbSuGS0hzxVs/EbT01gJBVDXyKK9+zrQ0/88rTfb93fjz9/ZlpYMkifpvT8XCSjBu7ZmsPnzyzh5EJNFtE9fUn84mfOYHq5LkwpnudjrJ217QZm0NEplltIZ0xE2ghFmrGmmH0lsG13J6PoJBJk4vlYbjjXBFY5OlvFVLkl6NWQApyISAIjTsxV8czpiyhNnsO77zqAH92yFeeXCbYIsC1twIxG0JeMCnqz0ORiG5FjIrNEYADfecsAvntfWhKDP/+VRSx1krUqGRvOCx+c09dvz+NPvz65hh1Fu/R4Qw4a4n26KOlWPqN+CuiprZMedikymUpmcqJHmd+kw8Lx85g5D3/89WncOpLBkxfL4hCGyWJxWNc4liGRM+deyQrRCTLkb9sNRGaIoJeZsoV9gxFxaBZrhgBCCOohwpdzTvQtj5/OCp1Z7oEMHUOZKGIhWpvfF9fHVLGJw6MZAUDx+OgE0XGCqdA4uYQpUj0tn3RyUQz1xlBzAiw2PQw2HUEoT5YsFBqk/tPx1FhR0NK3D2eEpo7HQ+mgj784i++4Q4HTyMTxQCSLZxZOI2UG0H0bxVIJ8wsLmG9ouGtnL1qNGqKZDB7aP4D9Qxl85cwiyg0HewbTeGBvn7CsUP7oxGwVo/mYAFVopKLb0RfHqbm6oNOJBufhbs/HcWgwJV2/pxdbmK95CGKkJwSWKrZoSFLC6UYxdrS+dTSHr85XMduwBajSF/UxVCvi7r4bf4Fem+hlQv/ZZ59FsVgUySC+HrKu3IiJ3tcqanfTNm3TNu1GMAJXCVxnnEKGyCvdb2+05G6oi871jeN/9NFHr/v4zizW8AdPTuDCckNYPah5/cbdffiJ+7d3ElaXs3wqhn//lh7kd96Os/N1cSo/OVNB2fZR8cPPKx/0U+eWBGzORNpdw2k8vC1/2S6bW/pT4qOT2a8/obSnmYgiHfKR4Qwc38dHTi+iaLkYTZtCA/zh0wuwLGkXRKUtP782jCW9tGe5IvnTHeOu6s5bw5pyNcZ3LjZXQDtXG9M8PV8T8DU74kJLRjRJVD85W4E5c1aYC37i/iNwIjEsWw5SOpCPKLD5rfkEvkTmP/r0nE9dByHtuSjwvbtGEG9VcWFhGeesuAKZhFnYLuMI9+fiaHo+6ppK7a0c1wpTRfje1dj31dsSJhZi1BmLGKsiHdl/GEYyXkkaujCfRHQC2wMcLzcwNJwX4IwKR1dALytg/nZEFkrJt19nIo+SpISUOO1uR7KlVF0bWSOKJIv/WgQaE/3yWSVmQ5CHqUexJ0OuEUckjwgWosb57riB4QST3GrnBHsQsBI3yGii2FtklATLUBJJEbLD8m3JF0R0MmkyFndgaTaMgAwsGmp+A7bvoRIswQfPZ1K2GQKoWGipBTXkjd4OSLvilVB1y3AaLlrNlgKwaUAyl1DytTlTwCuv69mCXakeLFp1iblGYmn0mCr2cHxLGFXIihJe22R28XzyvzgiIxQm7QmKMQQA4sNMEmjD33g+1Dz5gako2m8Q0wPy25jwQHCQir3q5Rq8RoD86I0Fvr9Sopf3eYIsmcc6f/68rGWUUAslg0JpqBvFNmWANm3TNm3Trq+t9R9nZmakOWv79u3CsHg5//lGbCimz0KGS4LumaNj4fK6sxb7NTT8qviXNLLGZYwc4vrV5V/jfgKVi1XsvnWXgJuLrTKWrSUBdaj5Vtul1ONEcwxpJyMglAFzCInI5fcxmujFbKsIx/c60h6O74qfNhzvwUyziPk2+0qvmcVHJ6aQNYvYN0CwBOUsCfxYve6bho/d+SrOFdMoWUruhf9jzzGHGzN1mFEdlZon9Zy1iAkB2+ua9LTys6aMi6zz6tpijeZa4hnmxCnlwhoBgSrqHGjIx6NYqjv46pkZ6LNncGTXKP7Bt+/HuaWGNLJuz0WlSZb1hsG0KczrW/IxREz6pzoaNR+v29eHf/O2bVIA/6XPT+BicYUVZW2gR/D/u28bwq/8/aIAVdT4VQPI2kNYqXwxZjHAKegcp66+SyKv5LG52VPba8cf5OyLkJXGJeDHx46BtGIcMTRMl1r43c+dxcMHBjC23GiDXQIFmJFaz9quZumSaDdpEICi2GFYB3EpCxlRzdnjxSZ606a8Jozwni9jYgxFwMmWbEyYUbb0JDC2VJfjbVieMN1n2k3e6hpmfaWFbWS+j+pSB+B5IyCG2+X2GIOzObzWsOFGdam1pSO6sOcXWw5ilLd0gJlqHdmIhv8xWZb64K2jWSRiitFyqeHg6aka3r7HEoAL8/aJfD9eaE4JeMWELSA2ArMrvon+TBx+swI/2Su1yt/+zoN4YrwkzdJDaROv35mXcXD8x5caUnfhuGk8ttFMDOeKTZSaPsg7yaaKnGngUNZE3ozgQtNFIYgizlg1AJpSc3KxPWVeNfnAN9pY+7srPyDx44LVhOW50njgL5Zw975B3OjGmgtJL/igMYZ5+umn5edzzz3XYQwNH2HjxY1ijUbjNVmjubEqYVdp4cLDm8VLL70kBbSr1RW/kRK7pGU7evSo3OzC8TN4vl5gFTo9zxUW8PXleRRsclwonW9D19HyXHxqZhzfv3MfEsaVLwORuvED7EgNS7fn+bkKHD3eAUPwwUWJmoLPz9fxolaX5z5yZhE/c882vHHHpVI+oX3grlGR+zk2Gzpqmsi8fODOUfyPr0/i2ByfV++ljMt8odHuJISgakNb64pwU62mi1SazpomC5HQqHWt+NeaOOFnzYiB4S4a76tB7VJvkMewVqueN/aa7eDk2Qt49wMrtIgHB9OyTV7jISLze28bwl+/NI+piqKC5uJ0YDCF77plSFg/mBi8e0LHhaPzHZo19U8Z05Hfc7gX/+xjJ1Ff8xUgOlWYNviZNRMZaWvHr0zCmpxxG2AiDpAGAdYMp0xJ8B+fqyGTXNF8pBGBTDDO+24fwrOTlRUpINlO2OWo5F3U/K7sjr8T8MKPTBZbmCGFdXvM48UGKpZCcZJOjeAUytiMF5pSzCCTC0eZTRhw/Qh29iWE/o4OxFdOL2Gq1ETT9sRZumtbHh+4byseO1fAcWoRmhGMLdQETLW1J4FSw8bXxkpyP4n7gGX72Nqfxny5hQvLTeiuItFOxSnh4wkamMAXP6jh8EhG9tufjmKx2sJEsSnAE9qugbSAUh4/u4h8MoFkPo1quYn+mItbBiPSmcBzES6U771jSIKnbrMcXwA3PI5V16DtixO6pTeJ1x3My2nk3189V5A5e3yqAdMADgwr0Mdc1cZnTy1iJBvDjt7VwQzRx0+ensN8qYmtfSncu29IQDhrjYw0dA7plNGJvB5GFPH37TQx17QFsGY0q5i+4NxQSdCrMY43ZNC644475CcRvQSddSd6Q/DKq53oFTrC1yhqd9M2bdM27dWw7ns6kx6MaciyRfD61ejk3kgxTchwOTAwILroHBtjh+s1PnYp/dEzU/jM6UXppKI7TTrcumHg4yfmBRD9o1fBgsI559hu357HPXsH8dEnj6Jms9hOBooVRhT6RWRB/vSFgvienzm/jA/lFvDbb9uLtLl+3ESA8I/cOSp00ovthCk/O5qO4chIBr/41Yuo2qR4VsbOPTekSemydfKYkvhlYlE3lE8u8UQ7kajyhdo1AVbCZOloarUPeTXJ3eYGGp7c6/TCEoL+APfff7900tKo282YN7wWHhzKYKxmY7zGtJzy/5kofXg4gx25JLR8Cn2DQ/jrpydQc5gebUcznfhDQ1oHRuMGPjxD8ujVRpYUyspcyVaFMhKAMHlKOVE1/8SnjyQiEkMUbQcVas9HTJjthDaleGquh/FaC7vTcZyttlZaBNrDZQLa0ENuk5XGRO4vjGko9VT16iLdw3cy4TpjNRCxDYmzU3oE/bGkMFU6gaII535imo5daTYFGIAWQW80gYRuoOSVJAZxnQJMPYYeowcpIyGsKY5PRhRK61gi8RPVYyg4RRScmgKuaOSB0YS2WYt4kvj2owFqriUCOx5sAcA4QQ2ZIIlMNNk+IA2O31KJhrYl9BQsowUjbSCVSaE36IHltGDVXMxNzuPMsbPiU4aAhsO5/kuKWeGxrr2mQ4aYGBIybv5NlhILTXl/PB2FFhgwQZYZssC6sNBAIri0O67lWSi6Ffk9F8kgaazf+R1KChHccz0YWriNaBBrM6zwOtewODEmYPWbzXhPDWMa3v9DxlA+JiYmVsWuN0Ki97Wa2N20Tdu0TbuRGBaZ4xocHLyp4pluhstw/JTzvl7jo4/dCpqoeWUB+q7ad+Cj4hZgRAYQVZQilzWREXV99Jp9st7OLs4hOWh2GDnC46H30vSZ61ao+AVrASPxEWxJbBw3bU32Y94qY7qxBLsNJGKOfluyH9P1IqaaBQEE02x/Bn0JGwlDPaM8zfWNfvH2bBNWkYCDiNQCmCYmYJt5ffrv2bSBetNDy1qpTSgARijj2Y5V6KubEQQEZmvAcMZcXb+6QjzDxlXWHMiM2W380/E8nDhzDt9z935s26bm6eBwZlWNhoCVn37jTvzGF85jfLnVCSy29cTxkw/tRDabknzut98VxZcnTyu5I8Yna6jpv21/D37ts+dwobw6vuLb2JzNekz3odCNFRaX9aRbQzlJTSd3n9Ddc2564hHs6osLuP75iZLUIwa6GNTJTj9dbOJ9d2+RmJpAHJ7voIsRhp8hc0Y4CLnM2oT4fI3vX27YeGm2ipbNayHAXLmFp9jA3JbO2ZqJ4eBgCucWG7BMX56jZeMR9Gdi2N4Xl/E/tKcXJ+brOLNYl3rKxUIT+weS+N7bh0Sy6cW5mjSpVG1PFAlY92E89ZkTS8JIP5CMolqzkYxFoJNFpWLBhI9C1Ubg63ATBop1V87/C24Zd27PIhWPCsMOmVnGyy0Bq9DYnHHv1iy+eKGAwEgi1ZOG03KQsGzc0uPj3OlTON0ljfnw9j4kEgr4EBobbBjfMXfRbdz/kuUi75u4s4/5fqDseDhbpSxsBC9UWVfSsK8NTqk6Hl4iACgWwZ5s7JJtnVhsCFtLLmbgzuFMR7ao21gnrJMogDLIV9HoczWWjZp4sG8YRceS5hzTD/DC2YkOCOxmMsYzvH8QZMk4lQ3GvL9yHTh58qQ8F8YzrMG+2nJB9ddojeamBKuERT0WbnnzJ6VcmBC7WRyhkFKOFFLsPgwLzhyfZSkwwiu1Z5bn8XRhARVHsSioZI1yWHiLJOrtbLWM2/OX6kauNX4BuShTb5KOZ19uC+YrFABaSagSqBJarC0sSIqt33p6EilTx8E+xeCw1nLxKH77Ow/j0QsFHJ9XyNaHd/fiiYmSLHQEP4SMKy9MNTtAlasxgi/o1MSIlGw7Nas7Ea+tC5ET+Ybt+VXSKN2J3ZlyC1+5sIyq5cki/PodPYgauoBPuBCzcJ9PqGuVnynUmshFA3zHw/ehN6cACxvZd98yiIMDKXx9soy642FvXxIP7sgjHYsIdd2pxTr29CeQjemo2ETBKgdH6MeZHB4A/vfxedQcxeyxllklHjdgk42k4wQqoMpaNppLNDG757t9XErip40QXwvQaYNi7t2Wx3ccbuAzp5aEii5M5GbjBnbn4zi+UJeEeDi3YWGCAB8FUAkw0AYNNdhh69HhDEQ7sMEOWcvDd9/ei6RZwWPnlzFFKSVdE2mg3pQp9PH9aQNnl+oo0BmLGMKUQnaUiaqFU/N17B9OYSQfw8UlJuA0TBUaAi55caYGy9dw6zAlehRSdrFqY0d/CiNZE1ptEeerJvRoBIWaLY4FnQJqJ2YSLezqSwp4xTQM5NrXQzhX779/u7AIfenEvAQU/fkkdg0NINqfxW07stCc5qrFkiCGMNHL++FAxkRf2sRSzcL23hXmJHYhE5S0bzDVAU3taGs9fvV8QYoyI6k2zTwd1mwMpxaUg9gNVhmbr+AX/vRJnJ0tybXFRPvh7b349R98PYZ61P54rF8bK+CpibJ8F3jt37cth4d3q+/Dy7Hpuo0zpRaWLQ99MQP783Fsy5hYbFVedQfh5VoIcuP4Oe88jyFgjR3qLP7xXE9OTsrroQPM93yzE71M7PI7x+tt0zZt0zZt066P8b5KytGLFy8KSIUMkdfSCfJqdyJy/Bw7j4EMl2FCL4xprgcAn77zr375vPgjIfibD/pe7PjTHOBjx+fxgTtGxCe+knHNZXPAmTNn0BNJwNcNkYYJc5XCFNjFyJEg3XAAXCg18UtfHcNPHNmKXfn4uh1N94xk8atv2oPHpsqin70lE8OR4TR++fFx1ByVPON6XmoRvLFxEnUjwAoHqfy01SDyMGkbjvxqYhtGZA9vWU1pHsY0THixA+xMqSnJrLuH0gK6oR3oSeDZhZrMf+hPMpFt2Tb29cVw5Mjtl/XL0lEDP7SvH8eKlNGxJGY8mI9jdzom83y61BS6YzKwPLVQlzK+Yl5UCdGE5mOfW8YnpsNjXm08dF0nLfjqMRD00gG/rzMuBSBZiYHsNvMLx7cqr9xl3ANppj+wawD//cwsli0mPtVrMT3AXQMuWq6G02VdOgnl2mrLQsUlJPaQijJhyFMbR+D7qPoEpfhIGAYimo6iq/TWtydzKLpFNL2WSMfwX1yPyzkgd4ih+Sh7TWlIYaTnaD4sxvw+teIjiGoJmHocWqCj7tUEwNFyHZSchgA+koaSonR9D03fhembMNwo6rUSMjGVQJXGC3bLBb6wrSR8U1hmRMKmG6kidPZR5PQeYVixA0sA5st2HH40jsFDW3F7JNIBNLB7mfeKMPlHP5dyARy3ur79DjW+KrwotpWQKSb86UIVEJyWmgN1zjRhY+Hx8nME3YQ23ZrHxea00NRzRxEtgi2xIexIjHa+QwoE01IMKG3ZJMoKkcnl5ZicOc2Dr7WlfwJDHhznzaSRvtaYXwtBliFjKB88pjDRy+Lf2kQvZRWuBpx5PY33/02wyqZt2qZt2vXPF7FGQ2ONg7WOq7Ebhf2e+TcC7xlbdTNcXs8akhW0UPVKIme41uglEpLc8OvIXQVYJRwX4zDK8Y3cNgJbb6zZ5moTXwM+ZloziOgmeqI9Iim01gh2uLtnL7Yl+rFgleRzg/Ecmq6DZwpjwrYSMq7Mt2rIRlfivctBROhaRXUffUkbszX6O8rnYYqYD8YfjgukEgZiZFkhoEC5S+uz4rNmEdWxNRnFHcPZdWs0BDQ8s1gTZsuhRBR3D6SliD+Ujgn7xWS5Jb5+6PcV6y0Yvodvv/swtm0bWjP+1ZHAG/f1YVtPAl86s4RC3ZHf33qwT+oU81ULz1JWNhbBlp44pootCHF2WwaUNZG7BnSMzxdxrrzCUi9z2B67zSaHwJC6TPgagSohWGVDY6xh6PBcJatEJhLW4sKPsaay6ny3WewHsnH887ftwx988ZywlnDu+dZMPIp79g/guTOLqJClPVDb5XXCWCmRMKUGwPlhfY/bJwtNzXUFPEKmFDbUsjay42C/1EC+dGYZtZaFpKnirD2DKWl2JSv8DAEjyw3YrBN5gWwrqml4YbKM3X1J3DeawbKMLxAgC0Exp2Zs2f7e/gR6UqZcS6zRJDVDPpOwyjjWAMyUiRobXxhTB8ByzcK5hTru2J6X/bO+kYqu9sUf2tUj9agvXSgKmCVh6BhKJRBJJ7Fnxz5kDFdy9wsLC/JdpB8cxjMENMSl4T2KM4Um8l3MpHMh4316hUWmx4xgtmnjaLGJmhsgRybM9vki0zwbOcZq1iqwCnMlv/vUFE4s1jvnYTht4p+/biv2dDHlnym38FKxIXE2Y8vdmRju7ku9bNBKxbEx1ayj6BCsZogc0HAsIfdSdV3dvDENx85HyBi6e/duqYmTFZ/nmrVxrhVhjYYPrnnfzAbjoN1Q/Fqs0dx0YBWeDMolEO26d+/ea9ZCvxEo5kJKvF27dmHPnj2rxi/o2OuQ2LU8D8fKBcVCQQ25NrNGCFrhfdDzPTy2MCPZz4PZXimcb2QcE2+8LJDScbtwtowTlWUFMJCE8VoU6ArdMQEH//fj4yIL9MbtObz/0JA8/9RUGY9PlQTQcmgghbft7sO3HxjobONXH7kgKFcCVcjSIQm0Ky3Ka0yxnqwkHtezjQAr/BzBG+xk5OvURYzFdPzU63dcsg9u43OnF/GbX76AmqW0vunQ3TGawX9+90HRNfwHd4zgT56ZwkLNksRvtWXLz594eN8VgSrhfg4PpeURGiWJ/tsTk/jS+QKartemsNZh6EzmqxMQ1YB9fUnUdaDs1jvbYg/paslBDbFYRFhtuF2CKa7mu9X9Fr5/ueVhyHKFfYOvERRCOaBIhIu+op0bzcawbyCJtx8aED1BMnwQbUqQy52jGTywqwex2DKevFiCOip1DomejXHsui7MIXyFiyxf47XC65qAjF39SvKHzC7vuXUQBWpYTlbk2PYOpsRB2NELAW7QsWT6evdASpyIxZqlGFWmq7h9a1aYYPpSUYz0JrG1Lylahl85U4DOZK7tw9B9SdiT3q3QcIXtxm7pct0zUb2jL4lqSzlp/O4tVCwlRVSz8bbDgxjKru7gOz5VxrEZdvhpuFj38MxSCfoFjt3AQNrEv/n2vXh4725ZLBvNFr74wkV85NEJFCsnsS1r4OHDw7hzIInPnvPE6colIuJoUvdxV3/qEoYTOkXlliPXydosPAs3LAx1fyd++a+exqmpogBTYlEDTdvFCxeW8OsfeQ6//SNvkPd95XwBnzy1KFTp2ZghFPifPLkoc/fOgyvf8au1swSBzdZkTulIzTYcXKjaeNNoBhmhJ7y5naD1vmdM0ncneglwpFPE9YPrHx2h0AH+ZiR66QTRXouo3U3btE3btFfDCE6nFBy70MlEca2B5qsNwGc8RYZISj/cd999l2i5X6/xPT5ewnixJT7iYm3FPxFJbrI6Uoa01MSvPXIOH7hjFLcOX5mJjCw2lK9g18wfTB2VuKnjEncBE9YQCeL5uRp+8dHzIvPzA7eOCGPKUtPBl8eLOL5YRzJi4MFtOXzX/gGJwWjPzVVFxpOyqCL4004iXUmK9BITPXKyq6jwfaPYZi3DCmMUkX1pg2P4PJOeB3riAjxZtYt2cvH/fW4aLy5SclV95mPnl/H+/QN4+84ePDCSxVdnKpisWuKD8xy3HBdDySjef9eeq/LJKFlzT39KHqHRt/uTswXMU06zfWyEQMgY2kAVJrLfMJzDV+aJyO86WWuMU6/pPvp5zVjt7sPw3ZeJCdducaJu40AuBrsd1y61LHiU7KG0TkSDF/jYnYmjPx7BgWwSzy1X0VKEJOiNaziQSyGpRzDbaKBgrzBe8lgoe5QxAwwmXES0mDxvkTYdARJtSSAm/ggyabgeXC+CnkgeLXceTd9CTDeREBaQQGSBDOgo+lUFptCjch3UnAaqaKDkVgXYEjNiMIUNM4o44qj5TbkeTWF/YVzI2E8htpq+jXgQg99+TQFeNAGeUG/eCzy0vBbiGqncdSSM1f4ht8WCC3sCCy0PX1uwUHUJPdIF8LI1kcC7R0Y60pilWglz1XnM2LO4MDYG02WHYw+yQykECUoWRRSTKyNDTYeprWEFEsEfBUgSXfuuZomQ8WaFb5QxcQ1jzSnZN4+BRuaaydYs0pEk+k1KH/tooSFAFUJeaDwe3nUSSK0CvlyNyRzrDnyN0W2b2lxzoQU+DD96U4NVNhr72kQvWZZCkBKBK/z7m53ofa12IW7apm3apr1axloBgR4jIyMCXr+WtSwEt7+aayALkATaMLd2yy23rMqtXS/wfSj9o1jaFG/galOeQctvIOJFkNCTIg10JYDQ2NgY7rnnHmipABea51bvc83WV5jhAkw3J7BgzSFrZIVlhTKTJbuMgluEHzhIGUn0mf0YTqwwvj2+eEb8VAJVVupM3ftYHxDePR7WKSg7GdUVo2FbUVJ9nvWLSADXVnn9ZNxArbESo/G09KTJYK7iwHINKNV0/Ic37+nEXd01mnPlJv7g2DxKlmq05nY+OV7CP799GMNJE//w9hH8zuPjEstRmrNhETwQ4L2HhnBoDVCle9vdtrs/id3921eOMQjw18/P4k+fnkHNVrVHX9dVc3A7FuNZpYTQnq05fOTF+ctCfBzHQ0CwSSwiDblXZRI3hdQnGmqUv6nYyMVVEzdZSo9OV6Rhl823Bnyk4gZu3ZKT+sWnXlrAmbmy1HH4+i3bevBtBwcxmIjiY09PwGJ3gfznC3FAlswmmqrR8DxEDU1qePw9ZPHfkolLHeb4TA3/4MgISk0HX71QhN0KsLsvgeFsTMA0ewaSeGm6IrWW0YyJtBmVegWBKqzR3LElIw3to/m4NEAcHkxJLeiLp5Yk/mu6AdJeIPsnY8ty3RHQTloP5DXW9wZTptQWik1XxrZQtVFtOVhougLuYH2y26bKLRydrwnjzkU29M5W5ZplbSITj+An3rADH7h7h+QW6Nc+eXYWHz29hLnyPHqjPu7bmsaW/j6MaxoullvIxSICIKI8EWs8YUN7aJTRIfvJes3fjL0pg9ttf3lsAS/O14TNlHUjspvMVC188OtT+M9v3QPT0HGu0sJX5iod0AubLV5Ybsh+3jaavWZZoaJt4fnyMmouvzu8d1iYazVxIJ3FsBa5aeMZGu/369VXSDJBFmQ+QqAI4xnKxJEdn693M0kSiPmNtkaj8ZqMaW46sAqNRTsuxi+HJvXVRO12U+LdeeedQpW91q5XYrfsWKItHVvzBet0lUneL0DJaeHTM+N4enke37N9L3rMS6lvmYQmiwPnjsl0jvFN24BPjBUEYNB9mwwdDaEY9todZOxOYxKy5eKvzizj4xeK4F6mS00l9aIBj06U8OGTC/j/PbAT944qRCwL205b546LpKQs19yoiYbsZnRZawqBCjhCu60cITKFXCJts8ZIt9aoEzG6Qt1MJ2FbNiM3/1VzKnRnLn7z+QsiU0RgA2/0RGU+P13Bnzw9hX/+0C780H3bBFH6t89PYXypgsN9MfzQA/vw5n3XXrwP7dNnlvHpM0tIRnVBTtZtT7QauS5kTUOQromIhqWGLUjfteMmYEW6FbvOXSqioeFrsK5xseqezwvFljhgBHBwIa3x/LlAqeUJOOLWdEzQsv/10YviJHBe6MjReSYalE4OqeE41xy/77poQRfnZf9QEvMVC4W6LXRz3GtvMiIgDAKfCAw6MJgWR+XsYh0fOzYvXZkEqRSbDhaYXDc09KVjInVDtpORDB0EUxL05SYBBJpcc3Qga5aHxy8UcNtoFvtHMig3HeSTJlqukvwha0h4BdIh2pKPY7ICoc7ry6guxV0DKZxfqMln+ZguN3Fkex4//qY9q+ZwvtLCx5+bhkV9yUgEyy1fxsriRDIaFXT2//WxE/i+2waEneXifAXPjRWwUHEwW/JQa7Xwl8cv4t0HUtibDvDckoEZ38DW3jTecXgQ01UWAAhWa6Oy+f0linkghccLZczXAiy6VaXVmYgIOGU0t3JPODFZwMnJIvqycQGq0Oi89qRj+PqZBUwt1dCTjePJiRIypoGhNgMRHetF3cbTk2U8sCO/ik3mSsZ7wHNLDUk8E3HcXdR4ZrGBBxMK8PFacoLWGo+PRUA+wkRviOgNE71MAocMO9+IRC8dMY711abu3rRN27RNe60Y7928p951110vK5h9NcEq7EwnQySBlWS4XCtJSLteMkBMEClffHVSlD660xUCfOLkIr5wdhnfd8cI/tVDuy5JuoQsNgTZsOGBD9o9w1l8abzYAX90J4+FzS+gf6cAH9TXnii0MOY38cxURbS2Gx4lDxXjC/f42QvLODKcwX94aJf4weJrMeZqOaja7ES7ND19tcbPdTcI0KfurPdrZTq7YprVLC6B+JVvGMmue86+PFPDcws1JCl1Kd1ugdAO/83pRRzqTWB7No6fvWsLPnmxgMcmlhG4Dt40msX3HNoiNNMvx8g68hfnCphpOKLVTZpwanJTx55yO5QJkv5LXcNX5+vCBrjSgdhFE95h0yDMhdtV9NeXIbG5dA665pDsKrMNS+IlNhgUWmqsZEThXji2fDSKR2bLOFpSYKVEREk9VW0Nj8542JLyJSFIcIpPSVBdVzI9AbA3E8CBh7qnSNMjiCAuSBvK6ujIROJI6ewOtDDRKiBnkpVDgTaaHqWJLAR+iqODhoYk+HvMhCp2BDY8YYpRTDlxI4aKWxUWlhFzQMkC+9QVZ4qasVqjcy1x3jTfhBlEBfQhjS5txXsyijikMyK7eBt0kTZySOqrE7vNoC4PPYjgycUGKg4B5yr2ZFfpxXodX1iYwhuHssL2UoqUgRwEIKP5EqGialWxfH4JZjyC7EAGMTOGeDSJeDRxCeKIxyBSRtDl/QSE2IFit1TXBF9d8bkXrWVhVElosc5xm1pUgEAL9rKAVQhMISMLjzos8KiuZL5iXztYRfPlwePtLhiRaYVJ/psZrMJ7/dXECCxqrJfoDWVQ+XoYzzDXd7Xsyddim2CVTdu0Tdu062usGZAhcnR09Jo/G+bDwkauV6MZmmwIBw4cEIbItXm06xdvBfAC5rzFQ131CvfZ7RfU/LIAW3JGr0g6rjU2OnDMHNeDDz4o8Zjr018xxM9bte12BNWGsHf2YuqGgAmaQRXnG6fEV665dZHu4HsoVbTsLGI0vhV9pqpZeIxoJC5oig8l7rWm9hdOm6lR6kg1Sl8yA8Lyofjw0qaDTEyBSBqOgYoVheu3azaUuiGYWjoqlUUMYNcIEDdXtpxPA8NNHdtyl4Lv+fk/OrkgjCp5qY2o52bqFv7i9CJ+7q4teHhnr9QcPnx0BifnShhO6HjfnTvx7gPrA1Wuxsim8r+enJLfKU3EfZ5eaEDTdfTFWIeCNMmy3vWJE4vrbqP7GmROniyfjN26gT1XMlXjWTkPF4sWcqaGVCIqdZMCcTQssLSUr3xoiP61gX/2oRcxV7UwkE9JfYsjOT1XxejFIl64uCwNzrmUDiKKbEQkJuNxUoiz1HSlDsj4mfI5CdOQekomZmBff0pY9I/O1vCRo/PCBkIG93LLxWLNVsz5SROLxRbOztcFaNKXikkdYLlmq5qc78u2WCP51IkFAdY8sLsXru9L/atuGqJ2UKxTWlXF8U3bEyaULH93feSkFgiMZgiOCVCoerD0QORz9vQm8U/uGFolX8O63mfOLGGp7silfm6uJvPF21YiZkhz729+8TwmazZuGcmgVLPw+MUaFmsEwZgyJ5+YbuH1I3O4M+/ggp/EohZHLmni7pEcau3rMgRbiVSY72M0EcXpWoCyp8OrWXLe01EdDTfAofxKjYaNwU9NVVQM2q7RkO2GjTUzVVsUC+4cTuO41F+B4aTyq/mNYWxLWV42iowkr8zm1G1j9SrqroMBU0k3yVhcBxfqNWRiqZs2nmEsxnNwpfHzmAkS4WP79u1yL6YCDGOaCxcuCEEFlQ/CBmM2pX0jwPj1ev01yRZ504FVeHJvu+22l41sfbUSu6RBIlKX+74cJd71SuwmDUW9RU053vRENoVdUcKqopKk6hkmXHTMt5r40Ng5RDXqUQfYm8nivr4BVBcWpBgaSlOEjuTengRu7Uvi6JLqtjcTBoz2TZ+LqWP5CJqKWYPPd2hWAqDh+qizOy6qw7c9eY77XGg4+HePnMOWlIk9PUkMp2M4vVhXN4pQwmfN/YLAE6EgW5OFDCVshM5MErsrYAyF2g6EKUUYU4j6XHM5WWTBaANpuG/uln8uli1Z/LoL+NzGcwu2LLaUoAmTYmQB4bY/e3oRP/WGnfL8nVkHscECDjx0QG5oVzJus2op0AQZZtba584td8aw1HAErCKdpgFQaVFn0Ee1PfXdh6hcVJWVD0+NPHRAZ/L/Gr9fso0uxymXMJAzo+hPR/DMjKIKD0ExZDd5ab6G/+eJSQGd0FQhQF2ruq9JAYDHQqq6fNxAoeYiHYmIU0VngbRuPD93b1WJ9k+eWMQyt6UBJ+frAkC5dTiFuYolv8cimqCYeViTdQuzNVvQu6Wmh/m6er03FRMGEgJFCK4gcIW+G50kOlg870T7EjlLtpLZsnJcWCjguMkkw+sxnYhiZ86AMe0JOpeSQwS0bO9NoFCPoC9j4kce3IHvumO0A6YKjQjdQt3CwZEsHn9pUeaUDgdZboSxhwjWhounJyo4MVXC8fGCAJUuLlEGid9kDYW6i789WsP+0SyGczHErBZmZhfRKi0hk8vg+UYD2/rSMCIRcQoJennz3l587qVJnFh0YVKjXgIEDXdvy+HQ4MrCV6i2ZF6InO42XpsNy0WpbhEKL0WbwdTq5CJR1FNlC4Wmc01gFQYXxbb0T7f1xgx5rWTc3IndlzN2Jm6pn8uHdGiwY3dNojd0iq5Xojd0gm7Wud60Tdu0TbvRjEHr7bff/rI//2rFNATdU7YjZCbZKPC+Xp2IBM9qbV+DeRzR8HZ9WG3nXQHQlS9JP/FDz07jxYkSCg12K8XwXbcO4V0H+3Ds6FFZy0jNS4BnaO8/PIhn5iqS7OG2yeLIOEH8WjJeGoyVFFtDN8Mj30u/Rh1rGzQiOucBnpmp4kc+eRI78gkc6E0KYyGBKh3p1KtINK7Fnqh4aPUazDFxWZZYpQuzEhqPY4VRZeV5/npyuY537updtT0ew1OLTfEnQ51rPscOLPpcz8zXBKySNgIcrE1gR6KJu99w9xWp3jl20jUz+bceoOVCxRagCpNwLc+XpB1BQLQmu+Pa54Mjkma+MKxsxzzCJtkdj7RnTnds+MGlybeNWGnCho7uedyaNODpQKEJlEVuZ0WjnQWAj40XJVHPpLPLOLj9aTJIL1sBqi4lM4F0RIftu/ANXyipLU+D5TG+s5GJRJCPJrHQamHeaiiQDXxUnRryUTKiBHADSyJ3TosTaKjaBhYsF6bWQtzwUPPIdKPjtnyApAFYvi3nUeRzNCaOyU1iiIxQzasjpSUR1Sn/qcPxXRU7M1NAFh7Ka0nwqEO3OeceogL84TYiwm4S0wxk9DQGIsOXFFK4jaav5IXmWz5KjockmT/JeMrt6D4iQYCxehNHXBOWX0fda8n9wgoUcEdARjEguSeFvJFB4PhotpqSCNQ8A5lcGgkzgUQ8yeBV5iaGhOQFYikTLgE1ZESR86QjqaVXfX9sXwFuuhlYwmuA5ykEwKjn1rK08J7wcu69apyhbNGq7Wmvblf5K7WXM/bLJXrZKd6d6A3lbq9HopfrQJjb2rRN27RN27RXbvv373/ZMUk3WOUbAVDcyAheZzzDJrDLNUNfL/Z78UY0ykIqoG8IXVdAW/WvG85OP6PiFRDxyczoI6KZSOgplAsVqS0xlhF2uLiqTVCWsS/aj0VnQbYS06NIRSKd7dqeA8tTcolxw0SULHzt/XH7jCVSkRhanir005zAwWRzHBeqk4hHEgJkp4+0An5Rx9W9NOtkTQEbjwk8Xr1mRzQClz20fAPxKP0e1U6djTuIRzzM1eLyN2vurhfOmSbyl/1ZAlUgMkHyCgEDOtCT1TDRqGNPF0MpX5txDSzYjsQwYY2GeXsW9cnczfrTYDKK3XEXb4vO4Ifu3yKApSv5GfT3K8yJmxGRD1prnz+9JI2vbMAlwEFJ2CrgOJlReMQVuAK4UAD4rvkJa1iMddtxEP+OUJJW/r56H4hsLComUkYgyvaBpDTtPjlRFgB9yMYZj+qYqzn4j586jbMLNfkMY2qpMbTn+fGzS2hZjtQ7yGxSqHiIGFHotofFSgs7t+RQbXq4c2tWgCoff2kOUyX69oqtnbWHO7ZkRXZnvmaL/A/rKYEfCLPJ2GIdO3oSsu8Li3X0p2PCyE+WejYCc5uU2GVdZyQelXib0kpsRu5NRjGQiQnTaos1Rh5vRAFJGEMS87Qrpwt4ptRwpIbCWt1Q0oTuA325GL7r4AC+62A/kubqOJUyUWxy3pqL4dNH5yX2Zj2I+286/F6ybufhybECrMDHUxdKAsyfLVnCYMPYp+4FeGQKuGilcHg4Ad1xsLRUxrPLyxgZTKOeTmEglUQsFhVwfzZq4K7eBE4uFHHRiyJasjrfsS3JKHa1pXlpBBQxdibwpDt7IHVgAstsT5omSjalZ1dfr2SGKViuXM8jV31lMU7yULAtpAwlbxxayohg2bZQdu2bOp6hXStzPd/P2IIP5seIAQhrNJOTk/Kebrnb69EE7Pv+axaAf9OBVV6pvRqJXV6gdCb6+/svoZQLjQ7LfGseC/FFWCM2LtYvYjg+jLjQ+167paO8gWVxqlJA0iAIoI127XqP0nxXlL+WZ2De482GAAcdzy4v4fjCAvYvF/G6I0fkC0BqPzpDs00LF6p1PLwzJZ1VC7YLn52HvtJT1wwNkaQBNwhgO9001N0jDBCJRuBygVT8YSqx5QY4vdzAqaWG6jCL6rCkW7HtyLXp01rkWO5a0H2uMO19CHiADgkXeV8t7oJU1lYnbwWhaurY05fCbNXCUCoqn2US8pkxWxYVJrAUslcTpggmT78+XsJ7bx/ubItjarnKDRO0p8ckXyBJdW6PC7Dj+hg7f1a0mo8cOXLFBEml5eC/fO4sPnl8XrZHR+eHXrcV//ieFQ3t4/M1nJqvCyXaXHtNWi0ppQlFGM8zHapLbQ1iXIOwwvAYPUsI+i47xlVbuqS7TdG9kXGGpqiyFWhIEnJ+ICwbXNxJ687ORCU5oxh0hL5ZI4DEhOOqzkp2WtLR4HYe2JHFE+NlLNQdLNctcVq4TTpZXKzLlovJYrOTsA4ZfsTpa6N56OQwEc8jna5YolkZ0p0TkEHGkJSp4+xiQ4AiZxbr8hkytxA89JLni3PKIgo7bQlI2dmXwInZKu5LAvfuyOLpiTpst6W06U0De4fSeGh/P77rzlFhhVlrdAbD80JQV6glKR2UtidsJkxEJ2MRZHVfpIUmC45817gPgWZpZHVxcWqmgtft3YOe9ADOzVXw3IUlxJbLGMnVUS4soycdx6GRLN68vQdTxQbq1Hfnd5CyP9SlJAq65WCpbiMVi+CZ8RI+fbqImu2julBDXyYucxE1dFQaNvIpEzsHs6LoTqAWnVt+BxZqtmyjbnkyB936mARjnV9uyneEc7qjJ35JJ3RYgFlb2OHf8l5Jet+8jtArle/h94QgEj7YCcL1jZ0tdIrCRC8Lot2I3pczX+yify06QZu2aZu2aTerfbOlTblmnTlzRtgW77jjDgFMrmfHJgr44y+ewldeGsdQTwHf/8aD+MAb9qzr91yNvWFnDz56fF7Y53wC3psOmk0CS1ZkbeLxCMwYC+2+dE09O1lGb9IU/+PkXAVfef4UfuDWrDQMfP3rX5djabkenposY65m4YHRDL40VhTQcuhPM1dhs4vNY6yh/t54bgJEo4qFREDyQSCJLQI0Xphvaxe1JUI7FuaUNrJ1mFLWy59y31zWKTPERCR1uEfozwf0HV1MVpSgZhgLRThfhoajSw2JD0gNvLJ9TXxx+uSS2KY/3u68Cn1TAmQpX0XQDxk3r1RYOL5Ux5+dmMdE1ZLj35uP4QcO9GNHW2ubCbavL9RQaLkSg3SA9J1jVUlSDoExkXjKbQC85zPO6ZoU8Q0D5EwCm8gUGVPolnWmdq0cUNjJKRFQ+1xznwScbE0bOGu5AkCROIbnWQOIoy4yDmaSX6d0D8VidDiMrV31Hs5j1tREmqepKQAJffmWJE/jSEdcNH0Had/BTKslcy67EZpnF3WvBs9jByaZXchEyaS7OoCeuI2BZB1WEJFzRG3zibqLA9lIh+mUkXZEiwogpRlYsAMHJacqDCIJLS7MKi02t0haSERiRV4oZpgCakEFSAyZbXCHuoJjmolUJI6eaP+6Hb8yOrKzgIAcxSbU7d9zH6qphsl4A3bARKstY5QCCOeR++I5hyPjHk4PCWimyrF7DVStOiqlKjRHQywaQyKSRD4dhR93BOzja5zHlbKPG6ht81/Tr0E3ODM+nIAxf0SKRer7GyAbUUB9glxCASE1avWZkMVl5XjC1xTjDhlcul+/GlPgq+BbOqbpTvTSwkQvH2sTvXyEBbprNea1CLbctE3btE3btFffuO5dr6bda1kHyBBJZkgyRK5XOOTa7sJGNA0cOrIPFuqIIHbNrGqhSbyiJVEPKiLvIyAVyXWuXvdZn1EDUN6FJ3x8lGFsotGq4eyZMQFVMP9H6SWaGziw/CYy0axIF7qB3WbVaP8LCEKPiV/m+LYAW1YDTtTxEthMz4cejXounAcLS1ZD/u4xIdKWYVjEvTAS6OZxp8QPOV5cYVhReWo+R//V1H0sWwTRqHmkH0+f1Yz4yJguGk4U/ckYlnUPcU3HgB6R0oSZbQqzi7BKtueToAP65uertUvAKnagaiH07RmXhewV/Jv1BcYfExMTIrFOVqCtW7de9vyxVvCpyWV8eaYkn2Ut4P7+NN69LS9+PW2i3MLz83W0AIxXLFhshGjXGFTcoWo0wp7h0E9WxqbXsJm6u87lOh6GMzGpExDssd41FcbDq66hdrzEACq8ujSC5gNNYjmWHQjckNpPWy2B8/qVc8z3e0hGDcnp8zkCRfg+1jyiWoCeRFtJwFNNyjTWu+7fnseXzxcxU2lhqa5jse7Adn2p0fBYJ1stTJdaci3w/TYbrYUtRjWYx2Kq3sN9K2meFpbr8U79iPE9Y9aeBJtgWyIjZJPFZExXYJU0a1kqdsuZ6vpmXXDHUEIY9svxAG/amcKXxluYKZNNhnULTWSH7tiaxXsOXApUkWPjXAbq2mFNIzxF/DxBSQGVG/iHDwFCsYl3rmypphrGIgT6Sx7Bx9hSE7dtyeLOkbzMxbNTZZw518JouoWZ1DIGsyZGUjEcHMihYcdQY12OihOGav5m/M74Upp54xFMVix8ZaIsc1NwKM8aEYkhzlPd8aXetSMXl2uOTQNlh03ghjCmspGAdRjWkrrzEWxcZ82X13gqYmAoHlslsaW+86rGGt4nLkld+DdvPBOuQ690/IxRyDTGB889FWJYo5mZmZF7Dht9wniGwMOXE0PV64o84lqlxG8GuynBKq+ko+KbqYfIRePixYtCOb0RpVzojJytnkXZrSAg6CICzFsLKDll7EzuRM1ryHty0QyykY2pg/iehVYJZacBU49gXyaDi/VZ2J4r5LXhUkhHhRbeb5w2mlXAIbqOmK6j0bRRpSzJti348PISmpZFZl6Mj0/jeKkmicy6G0gHGdGt0unlKUq3MPuay0RQb7Dz8VK6a9XRpsAgAnDpOiQu1Oxc5GeipiFvJqiFIBjXpd6dDvqSTCQSbcrTqJESeZ15kS68Dp1W+5hVfVucBt68uXAdHEjhl9+2D/0pU4Ai7/mfT6vEWpuZhe9jUo1J77VHw/3uzKquzsmypQAH7QQoF3cm2Y+99IIkd5nUvRJFE6+bn/3wMTx6brmt96eLY/IbX7wgr//AvVvwd0fn8YdPT8vYQ99HcaOvgINCLUwFx1CFfcWws75xO0zS0xEJKePC8ay1mK7AAkwyKgdp9eukciPgg4hb7pP4h3CIru3BITiFLCqSNFdXDBdUXj1cVLflY1iuOcKsMt9y1PUhnX4BhjImtvUkMV9z0JeM4IXpijg0knwU8BOvC9JqK8dUAEcdsFT7+Nt0cHSeSKdOP2Ks2FTXvizqGvYPJAVoMVNuIiqUapo4WpTi4TJCkE0+HhUnLx0zBFhTrFv4+ngZs3Eft+1KIZ5IYKrQkP1lExHsHUjhHbcMbViwGe1JCMCjbrkCnhovWaqb0mt3lLavXzL4lEp1cSRVYj+kd+QvKinMAsTUch0XF2s4OVVU50Gn9mEEA4kY3nvHCIbjNhYmzuHPj7WwUAuE/aSflHKaJvqNx2dr+Oq5AsqjDv7ocWpT+ti7vQ+nxhYwV2yg1lSoZNr3P7xPUNa0O0Yy+PL5AsYKDSzVbHGA6KDSsf38mWV8/10jmCg18efPzWK81JJj4L4f2JnH+28f7nTzhgwqpKobr9rYQkCZUPIHWGq52JkxkYGPyjdY2/wbZd8IqlOucaHTQ7MsS5wiJnpZYKSxaySk2L7aRO9rlV5u0zZt0zbtZjVKB/Ee/80w7ofAe0oXEfCx0Xrw7PlF/B9/8BWU6jZbulBolPFLf/0Mjo4v4ztevxdnFurCUPfmA/3CerKRLdYsfOXsMiqWi4NDaezOxvH0uWXYZNhrM6B01G8ItG06wg4YMmPQ5yEznue5KNZaeGzRgD6TwK+fOgrdDvB6ewknygvSLcVEE0HnyoNsx0j0p9tOl7CtrBPLdJsCOKwX7xCwoK0CUqi07hWAKhvspDvW6ca6MF7x28nY9+7pxfe2JUY/dWEZf3Z8Xjqp6LMLeNrQxNdez7j9vdkonli0ULHdDlCYPjt95CHDwRNPPIEtW66u+/BipYX/8syU7M+U8xPgxHITv/7sLH759VtlLL9/fBHnmNQLd0YmTYmhwuNdoVKhy8ROy3D+OjFQlzHpzRg1ogWwua0NploS8AGBF4wZlBfNJKecy3aszBhlqs7EuLqmSHUdbo3/L9uKFTLC66Xd/UkzNV2662g9ZkTkqsKZUjTWCjTUY+rImhmUnDpKTgCLjRS6AcJfCLhQckIGWq6OqhVFy2UEoiQ8ufXFhinX6kCCvr+K9JcsF1tdcpYyAenB1NmJG0fVq8P1PaGINzRuR0NN2E94TZiq+KJpSGhmWyKoBUuz4WeAjJaBGyE4XnUImgSrGCnEtcSG15GpxYXCntTrnCOCcNjFGE4eE9JMgvJRaDltNpN2SYPfubaUEz9iBZbQ2xecknT58rtpJkxoCR0x34RW1LE8W8BEawLDB3jtB/BsH3pUJdQJVLG0JuJBAhaaaKGBnkgKBb2Klu/A0DwBmBBwEtNjGI6p7w8ljyj2w0KRAqOsBN0sBtmwEIUJCy0p5Kx0SRswEZfXVs1LW/6H50bxtq7IjmmBylF9Iyiib9aYpjvRy3tppVKReIbsXq8k0cuczGZMs2mbtmmbdv3sla5d38ym4vn5eRw9elTACWSE2WjtstGUlZ4uU9QkqxyFG11EA/o+CkiiOOvWr0XQhK1O+OiUnIqpxWDrpnx21fu6PFUWtwn4pU/W8fOhC4CTYzl4115ohg7Lq2NwVx8qblGAzYS10FfheyKBysvSN+zeVzISh+OHa+Wl3jF9FPqAUjDpwsyzJmH5dMAJJlDNqRU7QEwao1XdhEfFUohqP1U+O3lS1u5H1C7b+2d8wbqMqlEFSEQ9tJyY+NcDCRM/cnAY29MqX/nfTp1BwaJXpku+m/UD+pUVpxsm094HZVA0W2REF5oEMas5Vr46MJKMojhxHktzs7j77rs7udPL2ccuLuHz00UZO4v/LOZ/aa4sTJD/cHe/NED8xtcmMFe3BRgiTPuUpqnbiuUybC7tgghx3ui6RKMhUGVlrgTYEjWwVKcEjALKr2WxCc8ajfAM1sxYf+N7qXDAuoOKZwNpML9YbGKfkVIxjRcyq4SADFd5poFi5RBgERvRyWjSsDGUiyHwPKmDEMCiYjHm+T3sGkihPxPDLcOqufH5ybLMUSIRbbP/M8ZSTdzSOO4oyVTVe6qAGKwJGLqhmExZz/F8YZAfzMSkDkEG/r0DSXnfheWGAKvYXExWfAJXmDNIxg1kEhFh02EDx1DWlHjj6FwNxbKHg0MxvHF/H6bLluwnEzewNR/Hm/b0ynbWs6G0KTkFMsSTuX58uaGkiNtBaBjajObjUl8q1myZEzknwigZwHECaeZ2NTKutOT5ZybKMifcSsmOItAjeMPWDPbGLRSnx/HFmo5ZZEVWqy+i8j5115fr66m5CjJGDh87uyzNHvv6kzg2V8Ny00Xd8ZCOKiDSQ9vz2J5TcqcH83F8da6KsZqFsu1IbCoN3IaG4+WG1Fw4mkfmljHdtAS0EjMM7ErH8cbBPonXQiM4aziewPlaBXGRE1OA/5JjC5tTVjewfJOCVcJY7HrGNNxWLpeTx+7duyWfRkYv1mlOnTolfzOOCRuMk8nkVa2pjGdor8WY5qYEq7wSCzXhr2dALRrm1DQOHHEi6IAQREFKOVKZ3nvvvavoptda0SkJUCWiRcS5cF0LUTOKptfE8cqJTkMYtz0Q68P+zO4O+lacn4AFax9fL5xBwa52mEpavlpARAM5pEeW/4XOgHIUCPoINeDr1J1zfUR1Az71yxp10TKkPl6RN9fiIiwnChJmhAnCNrkBPCZgOvzJahGNmRpsafpcWZRFzqf9vvD3brADb+JBQGS131mgw8RuxOCNPkRfq8V9PTDFRiZjbie4yeRw59YcjmzJ4V0HBqSQTsvGo0Jd9rULBQymY53EIxdAgiJet2M1PSDHuDujwBdkpRC4ThsYwkekWUQQJDvdh1ysKCtDORw6fWvtpekKHh8rivwLHRwafxIA8qdPTeGhPT34k2dmVFdfJ6/bTpx6lF1S45WEK4FZocsjwI2O37n6GEIgCVlh2uPn/Coa9EtvkqmYgZ0ZDacLLhrrxBRc9LitWMQTx1Ahn8NEvXqdWoF61BBkL7sBBf0sDoomlO1fOL2EyVJLjoFMbpS/ISjk1hGFGmSx484tOTx6vijnhfOjpH7oiHVEGtU1xeMWB6jrWmhf84pWkOfdQMqMKMc3omMoG8PxuRqati+MHwSbVFuenFMm8Eeycdy1LYvBjImG7YuzQVBRJkbnKMBkycJoTwpvPzzYdoQiODicQb6tEbie7RvK4O6dPfjamSUkSWkdBAIaIUiGB0UgDanwdvUm8NhCpePKrswv7wc8d8rpPzNXEWeIkxFjQjimYe9QBuNLNTw/3cS/fNdh+fz/OvccXHcZmueiXCqi6eoo2UCpFeDPn5yU7wbn665tOezq24FcKo4TF+ZRbznY0pvEj7z1IL7vwb2d43jHgX5MFJv4zOklOZ+8lrfnE9jdk8Cx2Soe74njE6cWca7QQjKqOkwJDPrfxxfQn4ziXQdVkhjt83P/YEquE6LTiVJerttyzfSMZjCpu+j5Fu5CvJKxS6Q70RsiesNELzujQ6focoleOkJX6zRt2qZt2qZt2s2Z2G1aDh59YQKFahOHdw7g9j2DEssQqMK1ggm9MJZaz37vk0clSTOcj6PVsmCQgtcF/uwr5/DJ82VETFW8/e9fHcN/eNdBvGl/f+ezTOxwRp64WMQvf+aM+N00+nWlliP+BCmQu93+Dr0xEy62B7Ot1UyfhWDjrOEhHjMxX3fx1QsFpOIR2A5w/lgRuqEhyq61tpSMsnaMIoniLkDMVczd2veoUKctY9phyltJPG/kk29oa66XcDtMku3Nx7Ezl8D9wxncPbTCgnb7QBqmsSjgCALAZW6CQNguHhjKrmJVUbvQsDcTxVfmlK61yC61k5h64KE8dgr333Kg033IRKd0wYkU06XX82fGiuK7ZtrAZpXgDVC2PXx5qgIzquNChfI1Xawb7fgmZLYME5gCTukQEKpE9QYTJZ8JSczDj6z3biYLMxENucDCuMcYbeX80BTzh4bp+ko8pa/5ybH1xzWR+yHghqEbh8vP5k0dbx3uwWdmi9LBxud4LkhnviMdQW+MLCyUyInD0aLQ0UQyEkXNbcmg2QFpU6vc1wSwYoicj9p2KFFbaEbRF291zR+BIhEB2tiBh7gekyKJ5ZFCWkPKSLabWAhwYYegjrSRRM5Q0qoEqUijDCnngwjYx9kILJH86Y8mJc8Q1aKIaSsa5etZ0kjBDiwkoxa2JQ2M1Qh+8qQIEtKK396ThKYrVpL2BdhmJgnZX9XT/H3WWkTTb0k+JKIZSBmmAHFszcbI6Ai2b9uOplfHsrOAWr0Bv14XP9uMRxFh96ihoaQtS9EmShiJEcGe1ChmrQIqTl2e74v2YEdiVM6Husp0xJFAHcyvqCtJ8aYY8puNljzPgpYC2iguF5lvEAgk0KBV16bmGwh0TxhdQqYWPWhvUXIbmzHNut9qTeskenft2tVJ9BK8EiZ6+VoIxmfidqPr87VKmb1pm7Zpm3az2jeCLdILXFlruV5HNcUqQoZIsmncdtttGB5eYUtfawR+eOIB0TS4jit5NbXm02foGjsiiAdcc1ZqNPITAaygDqeznTYoRYDrqx3TtRJAK8+rz7SspsRDsZgCughbHNmwB9Koe9X2eENGlpDJsQ2GVZ2NHWPdie9W41zNrbLe58NxsHBNVkr+noww70xfbsVXo4kLsyquWt8ENiLDoixQe87JqMfGu3Qau7JxPDCcw1BiBfR7MJfFYwuLwoZBoALNavuTuzOr13RhXYGHnpiBRQai7XiJoH5GzobVQLVYlAYM5jg5FwKsN7RLYiMaWSu/OleWbcTbr0fb7IHPLNfw5qEsPvjUdBuYoWJX2aehIZGMolZV14Dg8gWcQfCCoPKlxhXGeCvz1pZ3JeDaUwBv9fqlgJWwzpKIRbA7H8FksYVli2wehmrUbheDJI7RNMxXmiquatcDw6uAdUCyxecIMLFcqUFJ7YaM77qOt986hIVSA8+Nl6TewHpPseFI7eTePSqeZ1x9ZEsWx2eq6EmaMt+skfF6Ekg6rw1hXGRtT4H8Fbu8Aq3YjifbUDU4xZyTT0ZgeTF5fUc+jrHlpkj5sIm5P2MKaIjHUKg76EvFsKc/gd2U4A0CvDBdxVylJXI3+ZiHpaaH3miA775lUPbDY9yZj0vT+kZG1pZ7t2bxJdadElE53uW6I2AYzh5livpYW9yew/iyip/Da1DqatIMEYjcEMkJyKjC+bFcAn8iwj5PwAwbx5+es/HWt+zB/sg+nDw+i8ZkBYbvoOJROEpHzddR8TR8reVirNBEpeXhcD/Bc6bM1anFhigv8Hx914FevPfgQMcXPpxPYLHl4EszFZkbXse9CQPbU6Y8f6LUwHSrjrPVpsgmEYDScF0cLdYQ1TS8bWSlRkPbncqg6jpYaDVRtHwUROJKw550CvMaGwtuznjmGwG+X2usC5OhmA9+p1lrCSWDLly4IK93M0luxGLLeIavXQ9JoRvNvuXAKtdbD1G6PPwi7IDJivZt3gfGj08hcCCUcqSWu5yRzraDoNVCpWu1+NPiukqYMMGzYC0hG81gKN6P8cY0ppvz0mnERYALaFQ3hcrW8si4YSPBDjRfUdiGtkJnG3YPcuNqr7yxehEDZiQKj6iQgJrXqoVN9WuRV6tb/1slzQyDiVjehHWhKe6gO4kAFL3Brk7A9s2SlGahfxQCVsKfXNTD/DuPbaVzUIdhENBzFWnjDfTIw9duHUzjN951cBUt8fHZCl6YreIdhwak+5NMKqGbRqflh+/fhtFcfJWMybPzLbw0pdg/KIvCxYrgBKI89cDHWDOC2+64U5yFT51awEeOzWGhbkvS+J0HBvGBO0ZWgVZOzddkwU6bq69Psk0UGg6+eLaApqtYS1jgDzsDO4dGZ8JQC+PaEgbP1dq8eJhslXPSnrOQVm+FwThMHGt4eFcOP/X67XjkfAFnn50JtX0uMT5rtRGl3XTbkuDl4mdo2J6NiZQPUbB0Pgg6Gc6YeOOeXnn8rycm8eTFgmyDoJA37+1FbyIq2ocEUNw6khYAC0EidIJYyOA88bwo0JDasYC1VgUDqkuUOpEhgOXdtwzhTXv75DtwdKaCF6YqMn46DqRqI508CyfswJ2tWOLUnFtsyHYWq7ZoJXLfB4ZSiDUbGO5PYLzsSOHkDXuujNSW86NruHVbL54YK6FcbyBjBLAjRoeJJR/T8a6DfYJ0pv4hHRuOkeemgwDlOSZghR2XVVsKOwRG0eGkk8TrcyAbx+nZiiCiL8xXcW6SFMt1NKOU2YrB5nQJ8tuH16jgZFFHKhbFvv44UnETd+wfwa17h3BsqowffnAH3n7L0KrjINr60GBaruUt+bg4gdk2Ujkm1/AyLhRa6EtQakndkzMxCJ3f588u450H+lclGAcTUdzfl8T/M1bE6aWGOFcxXcNn6jZGEwEe7ANuwc1n3wxHqNs4p9R754OJXiYEQkQvgSu2bW+Y6H0lMkCPPvoofuM3fkNkAwiS+ehHP4r3vve9ndd/6Id+CH/6p3+66jNvf/vb8ZnPfKbzN523n/7pn8bf//3fy5y9733vw+/+7u9uJps3bdM27aa2jeh7Xw2wynOnZ/Evfu8zmFmsKuBu1MB9+wfw/vtyuP2WQ9i+fftli9OUDqTkYDre7jBsO9DshmJCRnMcbBnMio9Mlrpf+fRp3L4li4VyE7/z6RP42mmlsW5pOpLZBLb0pGQb5yjDSE1oJrVCHrk2CFl80zZwvUOz3PY7SYmbjlE2RXV0iS52O4koso9tiuRwHQ4lfBRjh1qf6U9fjYUsjt3WRXTYyQVzHJK86gbaXKWFYPS1xm388C1DuLV/ZY3mdfHVmaokGL99Z15AI+wIC+OsgWQU79u/knTisU/WbJxzTIwtEUhMSSVFucxDiwuziA93dL8AVSi3+fELBTyzUJM4bXs6hvfs7sXh3uSqsZ0vK0nO7utcQOKBj/GqhRJBMExUCkBlNQ2xx6wm40udr3dNFhOcbcnRlRlYiV3C86sbq88DawOMVdXx8pg0fPeOHO4dSON3TsxDazjrJtf5VMPVhOlQzmFXaj88j0wQ9sQ0zDUVeEdRUGu4qy+Be/qzkrB7cqmMOUdpju/PGTjSSxCJj7pnY8BMS6cr56LlOR0qdmECDSnSu8azEjer2Nv3SdUdyDzmzAAHMrvaMk6U/Kmg4lKKSkPWSCMVSaikceDC1hS1fEyPoOk3JY/AZhmCKAhIiSKCpkfwS1SAIv1aL6L61eVPWLwhWMMJXNzepwoAE3Ul3URp11vzCRzOJmD5TOCrwoMqtKzuN1agJMr1KBkpGqWM4HHcsXauwkJST6Lq1VAPGnBNF3rUFGmjsAPXt1zUGg0kMjHYvo2UmRZGmV3JYTi+A1/z0WcMtVlnuo+jTdWPaPtneBdS5PwErMh1LaAUNUIlFKS4VwyssM8I1IUAIM+Fo/M8qxPM4/Y0F31begVEdzPaNzum2SjRy8eVEr2vhC1yM6bZtE3btE27/kYg/PWKaWRN8KuwAsrWhAAMDXMXF1FYKAlA4Up5La7gl4LQV2R1QvCqAqg6wtoWC5ICVSXrmvJkFGtjCFdX/GxdjH+r3djLHk8kGoERiwgAR31EdYQS8EAAtCBXVgbaOWb6VtLk2uVZ0SfVhNFhtb+hsr++bK+r1VnlmjmGNjMIXxXZQmmCVu9SrBiXP47wUC2P+yHwmADvbgbEAMMJ4Pt3jErzdGgFu4Wz5QpG4jEMxuNYaFmrgDi39eSwu+t8khHiXN3GaT+Oku0hFzeEgZ1jFKaQwEUZBvbfdQ+SyTiem6viI6cWMF62pD7w4NYc3n9oUJpQQ5tr2LB8H/E1fg7B9k3Px1NzVSw3bGRjhtRsmNePRPVO8zXjyXpNsYCGIaPEKwIEYaNz6N8rwH34HvGARZGA89uOV9sKA912eCiF//juAyKZ+x8+eQa64XUBVcLrSMUP1gqmScbQkbXRVZPvzt4UynUb8xXFPhI3IxhNx/COW4eE7fS/f/k8vnBiHqU6kEuaePPhQewZSkttinUKvoe1m7mqpRpRyOoZ1WEzF7Am79HuRVjpKggCOQeM2fnEke15/Mj92ySIOzNfF1b96kJdwCF3bc1KbY61H55fgkDIjn9huYn5qi0NFQSq8Pi29ybQr/vIZEws2K7URN5zy/pyxuvZ3t4kHr9YQt31sHUoheVSC7awa+oYzpt49+1DyArIpyrH2nR0BYyS5u+w5qZiVDbeijxSRJd6DB9ko2fdaaFqY4ZNHIaGp86XcWGuCmoIZJIxxJM6zFi7RtOq43xdg6fpGE1oyKcS2NmTEDDP+WIL949m8e69q2tQbADZlqLMUBT5qGK9TLebTRg/niw3sWxTbUBDOtq+9gMDJdvB6UoDr+93V54HkDAiOJzuwfmyi7FKU5oxGMLUnQYm9QBDehSvw81n3wwVlm6TRpJUSh5UY+E6WC6XJZ6hUsvx48elfhM2GFPyJxwfazSXA+ffzPFM5FutEzGk87lejlA9oBNE3TXVB+S5ZF5wsWX/EAbjWxAxrjzFIVgiREkKUwspMrrQeCEC1vU8zLcWUbDLmGstdLTCmHRhzVcLfDTcliRxQsmQpOHC8tfQ0HYYULhdooN5C1RGt4UIuhBcwE4f6j5LclgDErr02KHR1swO0ZikpzINT26sdbs9I7qOVMJHubbaAwuPi4t2yN7BxZy6fHbLXZ0s7EZjaBpipoGY4aFuKbo5YYZZJ7soi8JGpAUa8KXzy3j0QgEP7cxjvmbjH33oBZGWCW0gGcH33TmKi4UG+lJRvPPQIF6/s0clQDXgs2eW8LtfG1OLjad0/6QzsM1gQqpooo+bgYGa7eOrZ5bxwSfGZTHleBc04A+fnsRi3ca/emhXZ7+9qTZlMVkX2l6KaEtSV55UcmuS1WsPnX+TZo64rLV04ZE2Arb7I91uTieh23ZsJKEcjkDQlRrGChZ+86vjODFfl27JjS0AuYKo5Sg688JkqCElFHeUsiEqXBOHjkle7o/XzkO7e4U5hO/91e84gPPTC/jE06fh5vpl7i4UmoJufcu+PuzsTeLhPb34q+dnxaEhoMj2VCGCY1d6myuXUbfxPFptDXUCqkgvd2AoLdup2i6KLRczVUsYPOiocsw9ySjKTQcDaRPfc9cwnpuoCMXddLklRZRbtmSwfyiN8YuL4kxGDV+ctqs1OoR/8+w0Fsgik0mAt3g61PmkifcfGcGxqRImlhXVF2WMsnFT2GDmy612EKKM8yjfL2GsUXOfMCNy/i4u1bGtNyFsJ0+cWcCvfvQoZpfrAmphurVGLVJNR0+vAujcsiOLUzMVYYo5NT6LoZQhbBzRWEIKWRzbesZzzn0MrEEpc4zUemQQEQJVVt6vy3fR6aYKbyeqv3ihIGCWpKkjIRqMnpKbsn2Y0PE2R2lr3kz2zWBWuVJSYGBgQB5KRqHZkQwaGxuTsX34wx/GLbfcIg7Ty03sMil8xx134J/+03+K7/me71n3Pe94xzvwx3/8x52/16KD/9E/+kfiRH3+85+X7skf/uEfxo/92I/hQx/60Msa06Zt2qZt2s1u17MLsda08dO/82nMLFXRm4lL8rNcbeDLL0xh12gv3vOuHVfcBoHX9H3YFRUaPZOapaivY+01mr7JUCaGuYqFjz43hf/5uZOYLzfFT6FvQznORsNGLmFitmKjYSmmSMW+p7Ki3b4vdblXYov2a22ZFHYpEWQsbI9MFtI/75oySTRFVIKuO2kbgoDVPCvQ/4Y8Hm12wLW20ftD7ArnijGY465VjW9vd81TG8vAAh98fga//cZd4gd/+Nwy/uLkYkfCRwsC3DmYwmAyiorlYX9vEm/ZnhetaybS2BX4P16awzPzlHlNS9I9BGGEXBItYR2MoKpFJeb5/RdncarIxJTayXLLFfDJv7xzFPt7Eh3frTcWxcXA6pwwFdKpeLInFsFyTTUFGBtMGOMZgQeszRkxPpUi/9q5WNkPT58Cyqx8JgQTyOepzT5fx9eXGphpOO0uw/XnmHMZpYSOrgtIRkBO7NpkcwXZE1lk0RyMppS8LhlQMmYEd/Zk5bzd05fBXT1pPHX8GPxsBPEc2Uqa0D0NvdEktiZ6Je47XjVRsJudpH0o0ysMlN0DahcHpAu1nXgWOR/dQ1+Msb86B5rI1HCObQSBK12/ITsrwSh24CJjpNAbzWHZKaDukfLeF3BKJpISELPEfxrBLC0BnhDCcjVW86rSCUgKej3QcGvewKEs8wUp9EXTsLSGMK+QHJ9HRwYYSvyoHEh7BrpkTskGwzuBxHeBIe8j0CVklJ2xZlD0CqrZJ/Bh+B5czUGgsdswAT0aQ5zSUPznWigulKShKBFPIJYyYUZiMoeXmmRbOpwqa00o99uZoNAIaglZUy59P8elYkOtA0Jik1KAdE8KWuTlgRe/lWOatYlejoWMYIxnxsfHJdHL+Oapp56SROsrAeBvxjSbtmmbtmnr34dfiV1PAD4biVuByply5fY9D47noG9LHnt37UMscmUZ7FXNvmG9ZhVQpZsxkf4J+VNabaa19vNdwYr6XIfzfN24otvT64ZwhA0A9B9oCmbSFpRpA8KlBhFQLn3tHNIn5ZZYPFcBELesa4b4Z90mkBY2QHaNTXxwNsES9CL1IHVc3Tn2Ds6APruwhagxXlKnCJsJPIKZQ6CKignaJOEoOU0cLy/gtuygvPf/PX8acy01p6HM5t19AyhajsQ8h3I53JLPtT8f4Hy1iT87M4ulloMWMmjZXqcuJszxBNiITlIERSfA7HwVv/XkBIpNAoiVfez0EibKLfz7h3ZJ/pyWiugdOfqOWo8wtah4wGzXTVQOHtAjquYRzoHJXHxeR7VqKXmn9naiBLSQkV/8+hVmyW7SGzauctwEqMjTBJUQ4M2GAmEJNdAIgN/+8himSk1pKCAgaV0AvpwEHym68hqZYdTzzMMTZEHG83Q8KvWDbWZEKQUYOu7ZkcPd2/PSlPrv33MYP/nGnfiLzz4Or387ik1Pmnhz8Qi+bV+vAEZYOzs1XxcGFMXCQvkflfNnTYvnpV397Jz78BppOeoaJPPJQDqK/YNKtojPs/GCjcOsC+Xbygis1ZiGj0o8gof39OHQsIUnx0q4WCTYBjg0nMLh4QwW52oyt5T74Tau1phH+PtTi5isWMJWT4AM61Cs/b1jfx+qro+xYgvni01UHE/yDTt6I6ISIM0x7e8zr3fOJWueAlTidcEaqKZJPYk1LtaU5qot/LevTeB8QcXZcVPHcs2CX7OwfSSDTMrE3mwapWoD5ysuLi4U0BfxpUbDxmOW+QnQWt80iSkp0dp9zxYQme9JrqWvC5DCE0EGlqbnoeKsBqvQjpONpW7LXGSiEbQ8T8BbthvA1SIi29Ubuzx5w41mXIdezRoN993bBtrv3btXpLhD1pXp6Wm5dzzyyCMCYKEs82u1RnNTglVulOQuL5KWv+IEMaHDExSPxUSjjokIdvRcyXqiPZhvLYhj0QHBth0HaiB2G28oLd9C0amIg0Ea3BWWFMqf2IKKU+9VP00jQNzz0CLt7Jp9C5ggysSa3tEuVMlNAiV8BL6GgDJAIWS2bfGo0iYkYEWWl3ZSmItPLELHw4HlGrBIWWxwwVb6hav2zRtzNLaKHjukQyOVd9dBd91Ilfaeb+hIRdT76VDx4Tg+SALD4UQimiwCHDafV9tenfglpfX/+XdHL5mTEKW22HDxv0/O4cM/eI8wQ5xZqOGf/d1RHJ2pChiADhA1AflPNBDbmm/tQcsC1HQDxLlgRXT8yTOTwtTSvb+W6+LjJ+bxvbcOCWPEx47PS0Gex0D5l554RMkLuSzuB/iOA324Z0sGH3pxXpL/G1mn21Rb6xwqxHO3HE7XNK+mk+v6oKLMU+eXAI7pCtHiVwKBaxjOJTBHhC3YVascMupa2r6G12/P4cXpCi4W7I7TR2mm20czq64Hzt0d/QbuOLJVUKYcw7Z8vKMp+AP3bBFA0RfPFCSBLgjRmOpG5HeBYChSYnfOjACsuJiq64qU3WlTx8HBtHz+Iy/NCWKX55jO2JnFOkqWi3u35uSaoSP7+l092N2fEkckGuV30sNsycKe/qTS3Wx3iPL9PSGv4VUYgS9Pj5fk3FFqidcW5Y+W6g5OL9Txj1+/HRcWG6IZec/OHnzqhWlUmo44Pfwpx69p2NoTF4TuYDaOc3MV2V5v2pQkPh1GgoMe2D+A//L3xzCxXJcuaKduCduRXCD0JF0Hu3qzImVE4dO5+jKCWBL53hiq9QZOTy5jIObDWwQuan2C8mTiLzx3u/oIiNGFjSZ0JMl+w2LAvoEkLpZb4nCKxFH7XPMaGUhFVtHB02arNs4Vmm0QVyA0dbyEeW7Ljo9TZeD0cgN3DSuJqJvFvtmo3cuZUGUmk/LoTvT+7d/+LT74wQ9KlyJZV/7dv/t3kugNZc2uxt75znfK43JGx2cjKtaTJ08Kgvfpp5/GPffcI8/9/u//Pt71rnfhN3/zN0XiaNM2bdM27VvNrmcX4peeHcPccg192YRid2g2EeP6rJn49Ncv4t/+kIuYeXl/hj7R2+/cir99/IIArJUkptKnZvIyn18JptUyH+DzL01jodISxrcQIE2mSNt2cX66BE0ot1dsAzI/sVCCc6UJAB1QdcxkcojSpH4HxBGay/FRM3wd5hK+xvUwyqRF2zfh+7ow9KuTPWt9b/q33T5Nm1VFgP7tN6tYov33Bo61Yo/ZmDGSQJH3feL0JfMhY9A0PL/YwD840Id/eGhIABafHS/hixNFVNvxVlGSuWr+O/59OwvOH4xQmwIcAV5YquPockMSWt0213Dw8QvL+PHbhvGp8SKeWaiLD8j4heeUUkGK8UZ1Z94/EEcsquGR2brQDW9kijlwtcwQmSBNYRJcSfuv5tUJ57/d/dnWa+90iUpSDphtrnTOrgcY6swlgC3JKKZbHoyAjKaa0iHXdGlM2J+N4/mSJck8bo8J7T7NxGB3go4JP2joQQJ96SE4PhlRDaQNde2bOnBvfgSPFSZRcSwBZsR1SiwZAvBm3M14XSL/NqsK52Qw4aAvHsDUPcQjNnpM5QtTSuhicx5Nz5J8AedstlVGr+kiG0lIYwtZQ3qiWQGKZPSM+NjNgO+PCJjFItBIzr8njCPcztUY57zslWD7ZJKhdC8Ts+zW9WEHVWhaBhktD08XUnA4UeqcVxFjkl/gKyzJ+EgYppLRaZ97ssby20JNe9tnM46NONlg/AaWPcXEqajGAwHikAvFlb/IFBOHQdYnnrsoNe2zsJo2LLuFZrmB+lILs1jssAuGzLjcXgRR6ZtW0Kn2WORbQViKQE26oEUhN4yCt6zXra3KDSudxGGm3oxFEBhh5/XNxbDyzWZWuZxxHGGil8ZE7+OPPy5AfCZSKYn6W7/1W1hYWJCYZufOnVe97c2YZtM2bdM27frb9QSrWIGS5hN2N8eBZVuypnPt93Q2p14ZrGKIyItiz19hZ+muiaxpICUDHFaamNVzq19Xn1oBuYRMK+vuXxhR1Du6TRgEfQXyVa5RF1C27SuTeb97z4rRke+n5D0lWFSMxs8T+Nt9JPRHDS3aAdqE4JSoZqBFFrrO6NWnQveaPjFBE2Sa4PsJHKb/Tkbs8Kwa7UI5lRYrNrlVVqN2OB7WBR5ZGJcHTdUt+E7lf9qBj2eX5/EvDt6CiG4IG+HnZi9ivF6RzczWgPkWQRY6Aqa1yaK5UqJRzQ+MGVwfPaaB33l+RuoV3bNseR6+PlPB88JqAXz0xDzOFhqI56PQTV3YKJgyZ0zKWgJlVO7rjyNjGgKiIDBF1AG6GysYn+q6vOZIU8fqA6eP7/pd8j7aanZ7ulf0p9l4HM5VNKZqcZQfZdPrTInXKxu2V3yxtYAVfi6bMGHZZLYnOF15pPGIal54aHcPmnaAk3M1qS1wIPlERAAjzO2HxvrDnpyGN9y3BTNVpfSwJRcXwAXtnYcHcGqhhr96bgZNW0n4puOGNGg4jJ0dryOVFMa3vPZ60qY0xDJmYT3mlpGMXE+fO72Er54vCIid7PJsYP7c6UW8bnteQC2LNQeHhlIyzi12XOIZxk5sBNjVl5SaUmhset3Tt5oJ9HI2Vmjg6amK1DIo/cMYj4AgNlS8NFvDj947ioUhF8sNF0eGUviYD2nGQB7SXGu1cxFbeuPy+2g+jovLTZHUysVU7YO1vYlSC7eNZPCHT03jzGJDFAQ820Wj5cE0Vd23VrOxuz+JwVQMWTOKWasCNxpHfy6CRrOJsUIdhmejNbmE81aPxDQENYT++XAiinTUkLi/t11P41zVHB87UjHUvBZavo9kV9e/zeuEIKY1QBVeL2O1ppx7GhlY1CkN0PACeJqB87XGTQdWuZFqNGGdZGRkRB78LjCGeeyxx/B3f/d3OHbsmOQDf+ZnfkbimTe+8Y1Sz3ktxDPfsmCV6+EIdRwXghJaTblwkomEoBgV/evVCZGnI2kMx4cw25pT3UVmSC9H606AcqEle4SJuksdMbUQSCqkjfJUThkTIcHqBcl0ENgBLD+y0tGnMXGjFsBklEVk3sxFPAUR3ZeuMOpktyjhs1rmUI45apCiy4ftqRsZF9jQmBRMRNmBFqBOBpb2Yr7a2o5aN/uHUJxRAqjdzahrODKaxQszFUl8C5q1nejtRhrznK6HfhOnoDuRzMRmFxPLlXqXCk0P3/fnz0k2tFizZTxkg2CnJxk4ohENyQSRwZd294VzT132X/rCWYyX2CnXRf3dTrByAfvDp6fw9HRFkvqkAxvsS2BqoSHsHgRf8PGG3T342TfvQjKq4d4taXzuXGGVPuR6thaxzQ48AQ6t0ZHsvhfLXHWxdNBC1aUVMI6avSvR13/nLUP4yxfnMFVmgk+dgwpp2SMBxicmUbeieP2WJHSTHW26gDI+fWoJ92zNitP46ROLODFbQq3m49tiC3j34YFL9AQpvfSLb98PXTuLY7NVWVioY1lquliqOqpLLlQ0atODi558O4zIxAzcvyOPbT1xkX56caYqFGxkBdnZSwaYKF6YqWK81BJqNUpEPbi7By/NVPDxo/MCKiIiebHp4POnl/Dgrh5JzI8XLfSl4zh0DQCK0/M16QImECZk1SF1/rn5Bv7rl8bwV8/M4IHdPfgXb94lTs5ILo6PPDMpjhMRv3TsDoxk8YZ9/Xjs9AJ2DaQxnIvj+FQJDcsVGj7O8107e1FruShULWTiEeRTJvTAQ80hYlkVVgiyIT0/O6W5r9F8TApRU1UPppHA/Qf78L139CMDxcbBzrUQBUqnaFtPDx7Y2YNPn1rESzNEMQfIxqN4cGcP3ryvB8cW6pir2jL/vL6p78lDfvPunnaQxftd0GbLYXFJXZNkvRGWIN4HIopZiYWP4wv1mw6sciMldjdK9JLGjfav//W/xosvvihUdKR3Y+L3LW95iyBx3/Oe97zi/X35y18WKu+enh7Z7q/8yq/IdUR74oknkM/nO04Q7a1vfauMkV2S3/3d3/2K979pm7Zpm/atLAO0XFZsDgTLN1qWgBGZ2A1aDurtx5XAKrR/+Z7bcWyigBOTRViOSpYS6JHqzcLsSnJwzTcjBhbLLcWU0PbT6aMoWRgfraYNM2qu263Z3a0mzA/8XMg+saJA1PlbkmMuZTrXX3MlXugCz69+TXUbsfuNCcAwwbueXa6xNGsa2JKJ4XypKTKhBDqEmuHqs2uDrdVGmaNgnetFfezSz3Y3A9D+7swyvjJFCUiyzQSIi+a7Jqwo4dxfSZroy1NlnCw0JEEVyhmFk83PPbdYx+8fncOFcksS0oyTCBRqWl5b217JdX7/vh7s60kgH4/gifkGltpjWP/ALz0u9VMBca5sK9FQN9B+RVH2yt+/RETDW7b144/OLsBl+oRsJnzBC7DNqeDEbBnpqInRRBxGNIqIpmPZtnGiUsPdvTmcrFRxqlLDvK8h3XBwb93FgWx6lRQtbVsyiwewBS+Vp2D5rnTY9cZ8TDcM9CQcFJumSma3CwS5mI0DvXUQFx+CKrbGlCzKvFVEy7ORiyTlXCWMmDS7VF0LcT2KlJEQRpWEHsd0ax5FkSVW7K51p6lYVJjp13n928hGsjD1q0s4sgGH0jycWbK00JjDqHhN1F0LC3ZFJHyGzQFsiQ1hazwBHfOouFU4gcpixHQTfdEe+Y40/CbiRhyap8MJyMDIjImiE88YGZS8Uju3IZ0sUpwKDFX0kAR4EEGE4+C9ImABSvm58VQcyXQSZhCDGwtQWC5gYmICJ06cEJpl+qECxs+mBGRCev+wp5pFsJgWl3yPBUoNSNtOJ0MUno/uiHqFQL/ddczPdH2P5J06czOMUjfZIq+XMdn65je/WR5sWNu9ezduvfVW6fz7qZ/6KfmbSd6f//mfvy4A+M2YZtM2bdM27dVji6SUJ61ltYT5ngxq3L7AYNewiWxkXOVNJGBzfWeBPBFbCSq6TK3xXNfV9lcDTcPVfqN9tLexlkmxy8+gP7BSGVLAbMoxUr5QwWUvNYKLQ4aV1Uzr9PvJjs/4g0DeNli+a/vh+9fWaAieYdFa/Q3kIxm4QRWu5wp7HsELpqGao0PmF6nRrDM+eka5mAtTZ1yg2FVsX0fVJchjNdCCTbNZ00fFNlZY5AF88MwpYdsONCVxymJ6y2MjtofhjIP5SlKaVy81ymyqI/7zs3M4XqivMNR0kfoThEJpoPMLNWl8YBxQXm4h0RNDEFfs56wzjCZN/JM9/cJU8R37e/HHz89TpXK1/E5bCkb2bWjsCV11LYlfGDK/dI1ZqQiw+XZFmUDzvc626SnS3+/u875cvNzeGe7dkRdwy+Njxc5rZZuM+IBXWcBENYL7tyZgmDGJ3Vk3+Nr5It56cEAaWT76whyeGS9hcdHHSUzie+4axZ6B1Wx1CdPAz76FkqTAF88syjUnCgwWm3ybiEQM+O2an0j7si6aNAWUwQAnpevCen/7aFYalp8aLwnLPR+0/qSJr0+WMVZoYt9ACg/tzgtDP2WG/+aF2Q5zSqnl4nOnlvDArrwAfeZrLmIJ1SB9tcY6EBldhtOxDujFdT0cmyzjuXMF/P1zM7h9Sw4/9oZteHBfP0ZSMfz18zPCLMPjRVTHtnwC336gD89MlZGPRzGcNnFiriZNI9U26wzVBchK/9hYSZqLs3FGER7qrmKVEVkpL8DebFzYTvgYTJlgr82SS/RSEntHc3h4NIW+oCE1mqNHj8o1whx7CMa/qzeFr85XcaxI4gXK3GrYk4nhgYEMlu0WphotuS5Yo+F3ng3gB9JJZKMEu6laIvcpQLS2UkHN9dpN7uqewrsL74YEs9zTm3vFzFvfSuz3lzNN0wR89G/+zb+Rx5//+Z8LMKTVauEnf/InMTMzg4ceegjf933fhx//8R+/qeOZmxKs8kov9OvViSjOApOfPilyNaFdooVJiKthVZHtaBr6zT7UvDIabkO+8LEI0axAxbHhaQp5SYeDSaLBWB+Kdrmr60YBVMI1KB0lOk4TNFuHvk3omzzlLMhCzPSIcoNIVyzITJ3gk3BeVMYkFvHRaoNROsbET3ubKZMa9AQxtF2qDiZE7Tke8USxusIbGhf0NnuH5WycGFR02kAqEcHWbALv3JfDQSziC0smZq3261dCaayZXznm9uDUfSdc+IMrIum4MDRbLhpEUkZ0pEyzo/vOBY8UV2R7oY5gt0PUZllWSNCzS21HgNRf2iWOw1fGCkiakVWSKVZ/gHrTRX8iircd6MfPPLxTaMdOLtRwbIlJsdVQFKFUMzRJQKsjvNRUB+I6dNphUntl0mR7wkqy8cy2u/ouRezS8nFDGD7oMKz+FKn/NEw4KQylArh2A3atJAWJdCyGmZKDxy6W8Pkzy/LZmOZjsQn80dNT+OTJRfyfD2wXxG9IyUej0/JP79+Gjx9dEFp5gomJTk2ZljgGBBjx2JnwnKs0sVBzMJiOIh6NYFs+hu+5fViYWiaKTVmACVQJbXtvUhDdeweS+IdHRgVNS9aSz55aEsASEby0wVQUT46XxAFJWMBtIya+444RDGdXU2Vdzji+7rlkR+rphYYwjlB+i1qMf390AWcX6vjTH7oLbzk8JM7Bb3/+LPKBjp4kOwYU5VxvOoYLCzXsHkzhdXv7cXGhjqWahfccGcUPP7wX//pDzwqYZo4FKoLPdGAgFcVyw5MEPun3OcPUc5wqNvHgnj78wOu2ypg4B0T0EshCI/0YvzeUigmBK8+8eAxfmTdxsazYmRIxU1DoPXEDo9k4fvieUXzohTlxPtkJTeTwfVtzeMOuHnzyxAKen2bw4+PAYBr3bs9iIBkVR7HWUuh/oXqXDswAg0lN5IP43NrE/41srzbF3LUYx0mauD/4gz+Qc/3CCy/gc5/7nFBpv1IjvRyp53bt2oXz58/jF37hFwTlSweI+52bmxMnae06Tmebr23apm3apn0r2vUEq+zf3iu0wNV6E5lUAlFq4wBotBzs3tKDXOrqfJnhfALvOLIdp2fL8Ox2UJ2MImoaoiVNX4sAVD7ednAQxaUyLsxXOp+XBIdLZkflU7cI2o4oytzu+I/sJp3uxC4fn3TI6rlLeQnqLR8m6Ss2AD6QXc6IEGC/vh9BumXxJ9txhfjJ7By6zHzQi2YyMxHRcWQojddnbHyh0cBZP4Wq09Xtd5W2HvuKPEUq7Q38H607BvADVJjVlEaFiCQOQ5OmAAHjrLON9nMVx0elHPr1Xawx7ZCEyd2LlZYkbQm6pl9GH5p+Jb2d7RkT37unD/cOqaTm1yaraLRprbstHFZHyqh9oN3vEyGVkI577TytjYOUnsxlbaN4hlfMG4ZSeGqx2gVw6XwKi5EU8nEfCc9BrViUYyYNsxaN4XylJp9/vlSWnxzzjOPi41Oz2JtJ4c1DA+hb03G2JZGF4w9g3q4oSRvRBXdRjgXI90VRs9U1bEYcuLBh6lFkjKh0XPZG0hiM5wXwUfdaSMjz7fiXbC/RLMpuAwPRfvSZismSABYCVeJGTJhTUkESFa8qnyevCUEf2f8/e/8Bbtl5lgfD92q7l7NPr3Oma6pmRl2yJVsuwgV3OgRDfpwQIKEkQMpHEkISfvjyQ4CfmPAlJBSbQDDGxk2yLduSLFmWRm16nzOn993LWmvv9V3386619z5tijQmHvk88vbM7LLWu95V3qfcz32bSXRbmatP4JpzsPKaXHIKKNZ57UgkKkyxl6sTAjrZGh3GUKhfch2u58AEWVxMNQYfIMPCTFSPwvIskSQKaSFsCQ8LuIY1GZ9zRl2KvJalcNQQJhWCWAQawi9qHhJII6RHJBticG8EuXQAmY4MduzYsYJyeWJiAuG4hd6t3YgkIvJsJLttIAxEMI4nZ4IU8gEzripycZ9VlBSwBhosES7lncACA5lmgpkS5JW6nknjj/q6kkPfzvbtDMBfvW4SzPTTP/3TOHjwIPL5vNBpP/roo2vorV+NbcY0m7Zpm/adaN9OMkBeXbGLMGfFLnNpDPA9SFnvr3dMUtFhudiFp6s4hOs7fZXVQjgWIrBRao3BZ01Tcn/tzGsrAawBiDX4bEVbrg9Gb7K0yfb8b20w3xwf12KtQZY5gn/W42kjO6CFGjlGyMbSGvSGAG5+jz5y0gwL+LnL6IJ9pYxCRx16lEAE1WwgIOHrgIHHDSIwyMivqlJho464xeZJsj5wLW4H2VC6khIlLb+IrBmUfqmTZYZSgIaFUkOxk/D9aMhBrbKSBZozHRBscPpeXioj2WGJn1su+eCetrEfnyvCcxroiZlK4aDewOJCTSr1XQkLR3oT+Pt7+wV8QAb9r1zO+Q2WK5saCNxXTb+axGHB/hlv8qWkZz3xXdsILdT3+LnPzEEjcw1z5N4NNMK0j4USqj96zxA+/Ccvr7kuOMTjhQj6Y+w0t1HOFmCbpvhGEyXg2UvLODqRx5mZIpJhHUs14GPPT+Fvj8/jJx8cxfsP9QszfWCsXf29u4eESf3CYlmuD9bO+O/OqIXeRFgaczkOyjqNZ2voSbAmZMif37WnF4OpML55JSf1FzYUB9aTDOHO4ZTE4j/1hi2IhxWQ4hOvzEgN6bbeuOyvPxnGM2NZvDCeR49Zx0i3jkf2dGN3z/VLp7BWQdGKYB7LVRfPX1hGoeLKuWUN54kLSzg/X8J/+f4DODiYRNgcxq9/6TyKtolkxEA8pAtTflcshPFsBVsyUdwxnMJEtirAmiPDafyrt23H//3Vy9LMy2bkJlhLFAFIiAABsAgDrssamYOt6TDevb1T8ip8fygZQlhqNClhxAiYOBjPUK7l5OkzuBTqxDjZNA1DWGr4nAvrpjCnvK2/C1+eXcJstYYym6ENHTsTMTzQ3YFjyyWczVekYaU7EsK+dERi2IlyDRVHkQRIROMTUBEOxHuGQBZKBN0qdqvEM8G9Pjw8jD/4gz+Qc33+/HmJZ14PNZpb54q5iXYzHCFeCOPj45hZmsLI3iEYIVIbB3woHiyEYWnXF/AyWTFVuyKJDlIBl+yyJHU9zUNPOImsU5P9dYY7MBIbQsyIYKw8iWqdOtSW6DuTKjdYbWQx14G4INxaSVii3yyrTUfeg0gDMR0ivxNUq0JoNjckayp/Eyw6KikYJBH5QEqFqQEJeRAHcId20HE05GKoU8dCXm+yq+i6QoiuN69M6MY7ovLzouvivx+bxc50N37jvaP4J397CiWhlGoI7da1mlHb6evUn61jV47BtbfBDsQK2RzYmdkgU0wLpSzIwoYn6THZRxu7TPt+sYYCrkUhHiSIKUVDy9dcWbCEVYLw1pCOxy8vC034Lz20Df/r5WlhpODkB/Rzsl0f/diik1vrJF7LqWnpB7VQvRzV1fDnQu286mSmwwb+64f24788c0X0DpkMb9GyE/3rCV349u60UHTXTQeVhouwY6NQsPHZb57CRM3CcDqCM0s2cjYQCWsYW67g954aw3S+ih88MrDCST/Qn0QiZAq7Cp1FzsXz43ls64wgGWk5qtP5EM4vlLG3N4GtnRH0JMOouA187cISFsrOuh3OdAdTYVNAGjSCWuYLNrZ1K4AajewjbzQ6hdFlv57H++4dRCZ9Y3rYpK0j08l8sSbai2OLBKo0YBoKkNObDAl46tx8CX/z8gyGUiH86qdPYa5Qk+Mt1OoCEBpfUnR3qaiJywslueZYLPquQwP4sYd2yL8ZUHQkLJEUylUcGOIlszjkYVtvArcNZ+Q65DV2YCiFdx/oxWyugkvzRXE8ebdv723J/vA6IOKSLzpqf/L4BXxjcllU20NaDZF6GZYVxRdecbC9M4z9fUm8caSCp8eyIhFwcDCFd+7pFsDRsekC0lFLjumpS0u4uFjG4ZEUnr6SU865X4VQ11IDblh1B99q9u1GMXc1o8PT3d0tf+eY77jjDnndDPuBH/iB5t+ZOL799tulWEAk71vf+tabso9N27RN27TXm92sLkTKmBrlGeweiOP0VAnlWh1WnYBpR8AL//C9d8qf12NfPTGNjz52SmiOh6IK3Eufz8sXsX84g5lyHb2xMN53aAB/794RfOnYFL52elakDJngIjg2AKPCT2wQvKLYU4z1pXd839KPZlb49u3fDRKEzd+toWgGGjYBK5QSXYetUaRF67BCSmpUwB/iJG/sXXdF2f3IOAF4biKLF1HHDx8YwV6Y+KvTc6gKa+Z1Ta0ChmzwXaUDvjFgJSBeoYQp98dhF+26jK+9k3Ddn7aQ7CveD0KG1fuhn2ZQzsTzMF9xJdmlmDOBBbuOPzm7iLhloDtq4mtTBVTra4HvTJiGGeME8dpV5mWtPNLaNLm4jW0IlpXjVt9vyqG2fch4967uKN47nMY/f2HSZ/ZrTQpjQMoJFerUMI9BTyRgk8HHcaTLqVzIY355CVYoBN2yQO4SH5+AU/mSJPHe1t+D/mgrAcvu1a3xHqSsGJYd1fFZMWyE9Rp6QmFosaCQYWG+Vhemwd5wHHEjLFwec7WiksKhj7kKEB2Apyg/FFwrRVcVVwKJH76fNlMCnpAelqyL/tGVyahrGTsoQ1oYVa8Cl7JJjQZKdRKvq45fAmxYUCH7ykxtHgOhHkzVprHoLDeLNQSaGF4EVbeKhBkXgApf3EjMiKI/1IukmUTOzSsgiGbB9gIqd7/4Q1CWEYfB4hIcKfhEtQRCiIhMADusWbiKICrjWk25zERv2Sui4GYFFGM7NRRLRVAdKRaPombY6Iz2wNAI62lIYYjza4LnQkdFK/lzrlh3q6gowIpHuejgygyKWurGfHU8W//n7VaJaThO6rRTupbGDsX3ve998roZthnTbNqmbdqm/Z9rKJ6fn8e5i2ew4+CoYkNpVmnoi5sIa6387bXM1cimRrkaA9VqDZFoRAEMNFN8LNU0TDhLRLZdR80HiLRx+QXsh4GJaxLI/6m3VjOkrGTob6vN+H+hh7MagqLY9lvb4XpMqI1Tp18UeBatWg0/jyOOar2yYn8btaoyl98bTTWPYdGeR+eWJO5I78DR7AlAU7KO18rIcusK0OHB8oEqgQ/PUkrCqgt7XtFdCTQRRv82sAq3QzlNJavKupaq1wQTGzZ5LVl+AV359gxl28szoinAelbSQrWi6kvtRrnTNNksNE0K9LNVskR68Goecp6LJ0s5zOUc/Ls3bcXnzy5gLFeVGk372eQWmdPmphkz2I4CmpCJpj32IeOKrhNMu7KuIud6RYzks7D4jPHtwBeagF7aY1s/xuL7ZLz8ne85gMfPLokUDms0zfheGg4amMzZ2NaZEdlMR6eagAvPcVEqVfGlo6dxuWRgtDOGc0tVLFQAhi8z+Sp+/2uXJYb/Jw9va9ZMaARl/PCdQ3hlqoCJXAUR08BzIV3Y8fuSrXop5ZPM8ZzUQyjRM5AKS9PD4+cWsVxxZO5WM4byXJC5nUAV2kLRxpXlqjTGBrUn1lDetCODi4sVHI7aePhgF7YOpXEjNtIREZAI6zxsWiHbDtlmQpaGZNhCdyKMTMMT4Alljz5waAC/+ug5XFgoi8QPmfN7Eoy3NZFJ2tuXkPGwBkimFjam//g9w3IclFqKh0whBeDvLP8aYGzNutWR4RSyNVfmoj9u4f6BpIBnLixV/JxOFLt7Ys3jD5g4+MoMjuBTF5fwynwZdceF0bAFHJ+Km3jFrqHX9LCvJ4W9qaQw0VbcOvqjYdzZmcDJXBUnsmVhYeF1dLlYxUzFxr50VNVF2xpMgnqi4zHe/PaPC24lZpXVVi6XEY8r4BXPw65du+T1eohnvmPBKq8luUsn6sSJE4JOY6d5xAyh7BWaizwBJEm947rRxaV6UTSdmUhhj5QZIYCk5eTc0XFAuopWFOZTt+FY7rTQ8pKmt2ltfojpJ9lE8sUHlqxwe8i2otdRgo6I3hBmlcBnIg1braEWZkXx1Opea2vCaxrXo6jVQNlhp9HKpCGX43i4AT1poFjTBDDDuSJTVLGioSKtcS30qVP3JIFp1h3pfLGiEVypaHhloYxtmRiOLZTk4Uvt+bqrwBqrAQYsXJPZYy5vq4V71ZiDBV8t8ldjD2k7Du5H85qLZcDKEuQ11eJ5bVS5/Kxth5zPeIgOLx02D4slxRDB93lGiNTl/p68vIwP7u/D85N56VKUc2r4Wpb+9kp2Q5wOb4NxkHllpZTPKmvXJwqumfauxlUWuKPtySkuyEeGUji3UBZnQW2nDRktFHZEPXt4abLQRI2rPzTs7M4gFtYQXy7h8lIR2VIDMZNJ6wbqdKg04ImLyyLds32V1uDWzqi8iKb92sUlTBaqOD1fxGgmiv19CenoJdjj3tEMfvyeQdkOX6T2oxNAhGq27KC7ZIsDBZ9ZhMMjw0fruFsMSu3GuU9FDPQamiTnnz+zIMAYOh3UHzw0lFrBCLPajoykcXgkLSAVOi88n3TSWMChI0QjEpnn5JuXlpEt1rBUsmVAHHu9Vpfxk82F9Pq/+r69yJZslGouhjtj2NYTb14X9+zoxqdfGMfuwSQuz5ewlKsKxVtXMoJf/Z7bcce2bkznanJM6YiJP/zKeRy9vCwJZ+4/HbPwobtG8M5DK+mSua//dXRKHLCOWEicKha+lio2uho6ivkiPvnVo6gYEUxVTHSnY/K9U9MFXFkqI1utY0d3S1eyK26JZmN/toqkqWPOv18bjD/kPmxgtlhHKkxKy5sPWBEq9aqLgkNEsIE+6t3fpP1wLbkZXXx/F8bE7o1our8WIx03gTFEBtMRYrGAuvLtxjWcXa8baShu2qZt2qa93u1mJHbJiPbiiy8inU7jz/7dD+Lnf++L+PLRS7CdOmIRCx988z588E17rnt7n3z2Mmx24pg6riwp5rSAWlmvVfH4z71Z/JpgHX334WG8NLaEj339EqayFSUDSj+REkRt7WVM3gUAkoA9ZbWJb8CuOlfR6cp3dQVyYRJwtf+1ETij7hJUvn7hlTFKveaiOxyW7jAyz9CvZrIvkCIKTOSMGh56ohbsalkcfscI428u5PATR4YENEzfrTX69Y+LVMA8y0E8t5Ft6JmsCINUpMe9cmzU3F4DbF/RjSdR3Zr9bDSOVEh1dHJyybJCX1jwPMLgqaEzZGLZdvH5K1m8cSApvpXMgIBZVjJUChuLXDhrj2w1kH51AnP1KAOQibsRyKYNsNIexKZDBnpjFl7OliVuCSRF28fBbZYcD+eL5ZVU6pEIDvZ04UqxCN12MGuXZcwhjQlzdU6zjouXlvP4LjKxtDMHabo0rHSHEpitlTBXXcBUpSr+aF8kIqAVxteWbmJnvAdpK4pzxXnk3ZyaD5+JJFS30SP+MTtiPZTqNemITZgtcMxG55K/YQem0dCRd0vCwGLXXfl9ZyglzTO4ym/TRhqucJ0DZZEEYqGIxRRmPNS9RaAIQSBT1Vlk6/lmLkXyBJ4r9PJkUElpBrZFRwWswrmlhBGZV2hxIwbL304AWBGZUK+BlJHCUHjE36ZiK3E9G0t1yjmpsXF7ZS2EDqO7KbEcmIOaAEx0U0eYo7fCiETqwrJUzddQcksYO38FXYOdiESjiIQjsm/KAgXlCvYsBkUlOS448t6q2pGqaRGYpdUFzPKtMCkPaT7tukdYzc2JZxiL8fq6FZK7jGdolHn6u7DNmGbTNm3TNu1bX6PhGsTu70uXLmH//v3IRDpRbORk7acRuhHTkysAHVfdnqzYiuGe/4rGIytWzAhiss123y3sxdFA0f/dRgwlLSaVgHlltQl7S8CDvxqcT2Crp7XVMRRwZb3jEjlCkQxiwcVnm287CkM3BKxbYxO0zmOhr0jZDwduQ/lIrYEq37TuNFCr1hAKh2BEdeQay+gOZwS8oppfA4p55ozXItrpu2VdG4Zfe2p33YPe36TlrAGrrAeDaZVVGHP451mQ6UwTc048YWxh0bzuqwms3FpLhjEa1VEotmJqhjJRQ2sCWMgsKTUaxmP0PS1dWPfPLZXx7GQez03mQfEAbx2ZVoLaRfa+bPu+khpLALYP++z4AehkBft/EIb5b/EjyzTg+Tl5gl64vdZJZY5ZgRsE1m6pHDm3e3gwgfmijRcnVKywInfuM4YSAHJqRtVogmHwt/3JJEaGEpi4uIjpbAmzWRdU5AkzULB0AQI9ezmL58dyeOPOzhXnibUJvgi+ePLikozh6HgeI+kwDgym0J0IiVzO/v4EfvqNozg7X8LnTy0gVyXIXLHPsxmZ7CRkvacxfmaj7pt2rNxXMO/txpgrEWKThPrgqYtLODVbku/t60sIAKSdWX+17eiM4fBgEqfmShKL58tKZYHAG4JY1D5UnuGVybwwmI4vV1WzAXMSnofcgouuuIuKE8EP3zkoMklLZQddMUtkjPh72t0jaZEP2pqJYjJfw2Lege1piIUN/Njdg3jv/l4sVNRzMhM28emTc/j6WE4anGmsobxhNI0PHuhrblNdNx6emCriImWQQgY6w2HJaeRrDkoE5FWr+NrJ83g5omMxlEQyGkE6EsJirY6vzORRrtfRQRCNn4tJmh5mqg6mKjbSloHZShvQzb+4y5ou+0is0wB0M4wqJHnHQUg3JC9zs2pBtxKzSrFYbIJVXm/xzHcsWOXVJneJXGJSlwni+++/XxbpCvIIeaSADRhFmKQowvBSsuC3G+lna57SAKNWs0rSuJJQofqy+nnbQwUNzNamsCW2bcV2OkIpjMYHcLl0BbrnF2mZGPSTBcFgLCbm/Gye6ktb6eyI3I5Byqi290QnWv2I6NX7u/rxjYV5Scatd8sGC23YaKDqGOtmS5lQyyQaiEcIgvGEicWzgGjYQ76sIV9Wx+26niQTdceG26jLjcfzVa06+MZUHj9yeBD/1+PnJTHMuTUtUpkxuUkKONUtRimTH71zGJ85NYdsrS5SPWrBX816EmidXx2qIvqLpo4aUbBEnJKevO0nfCjbditlqhLjK+nKVzgtft41cE7u25IWpopXZtgJR0klxbzChZAOEF/SnViq4yxZMtrANQImks9bidp4WIEZmKmv+Jc5txtip6h2DbCKPzF0BMQP9sgsQ23PDb666tgCWj0yYByfJaNHY00SOehkpUNAtDJ/woQ9nRACNHgtD3YkMF2sw67qiIVd6A1HtsWO1nrFwYJj4fnzU0hYg9B0UwANweJEmZq/eHkaz1zOYrHkiFM0W7BxcraEg/1xjGRieHhnpwBpnrqUFXAJ0bLy26qLXMXFRK6K+SKdEE+oz+7bmsFAOoynLy9joeQgYnKODEzlqhhIR8Qx4XmhFM2dw2k4Cx4+9sIszpEbj4Ql8PDiRB4PZyt434G+DcEOw5kofuCuIXzuOOWMqrgwXxHUMx24qM+8E9zfBNHkKkQ7KweI86lZmpyvpZIjwA9eR3du68R8oYYTU3lcWigJG8rWrhg+cM8WTCyVcHw8i65EGA2nisHOJH7xfYdwz84e2de2buUMfvalSXzz4iJGu+MiV8UxTGer+OTRCewfTmNLV2uBJL0dqf47oiEBXtHoXNXqDExM9HXGEe6M4MpsHgMxF05pCdWih3QkiuPTZH+ysK+/BQzieaVzeX6xgrl8DRU6Z/6FF0h82W5dpLputpXcOr48lcfloi16jdRC3ZoI4a2Dqaaj9p3QhbgatfutNlKuEwzKrlYa19psNoujR4/izjvvlPcef/xxmb97773372RMm7Zpm7Zp3wp7LeBH0V/3/f5Xsx0yRJ4+fRo7d+4UMOLfPHUWRy/MIxKLIElgRd3Dp545jy0DHfjHH2jp0dK4z+NjizgzvoSuVBQP7BtE2DIwky0LI+FC0W06iJISZJLk9CyOXl7CvTsUSxeNfso/e/cBPHl2Ac9dWFAJTl0XRoj6OsfUZL9Yx+jrO85athT6jppmYO9gSoQ6KJXIZNzVfFp2oq23PHNO9IYn7JVLZVtJijLOqNdFRigSteSYhCpcV91H1UoJlmlJRyYHxyQTWRQPdMfxzKRKGK423Y8V7h9O4WBPAn90bLbpU290rjeSQtSwknnTl5VuJtFWfM+7upTL6q+0f8QY4ANbO/DoZKGZ1G2fWPpN3BY1tulXvYlxX7t8KiNVP8kc/I4+uMiusiOx2YHKRLYu+7h6RKMGNxTTsGxTb94TymoyOq5nfJ9+f2A8d9zHYxNFbPWbSTlcrT2mCWIsQ1GSM85S41XxDaWWYuEInFAIRrUGw1GJV9tx5Bqs2zVctm1Mhk2kkglYhoFoW8F/ulbEK9l5TFYcFFxDukinKiX0hCsYjYfQHY6jKxTH5fKSyPukzWgTmJJ1PFQbNnJOpXldhHULg+FOFF2+T/CMKnNIHqLhCruIxOMNxRAS9kwUwnVcLE2i5qmxL7kkWylga3QACXNl00C7Jc2UdBiXyayoKeA/ARwElrTmXM13xSMIReU9FJSFjLXq3yyakIElrIdEcqfSqKBYp7ySIQwrLHz0hHowZ8/LcegNAw2ngc5YJwZDg03GFAJEWIRhYYVNQSGyn/hU6bZXQ6GeRcboXnG92x6bLlQhKPiPxR0tpCHT3SFH1N3J/EcVhWwB89V5hCwLsWQMsVQUIbLdtDds+IwxIingg0aaLLA+rT//rebh5lpDq6OuOW1gFQ26Z0ke6bWCVoJn060Q0zCeoW3GNJu2aZu2aTfPboYMEJkeX42xwfWVV14RMOJ9990nzFlFL6cK8H7Ji8MrS43Gl/5rM5EJ5LosTClGU1Yw+FR+v2qdrOs2dG/ldgjGDXuUA6r4sPAAIL6qDuGzv60HVGl9Z+0+A4AFfeWYlkSpUYTny+BsZAJiWc3u0mb0aeJ6Qo3SpyEkS4xLmaB6tQmu4UduzYVtOyKtJA0TXh3lehGDkUEs2UsQYVTWJ+grEUxDQIXvO5O9b2tsBDmnAKexJDUwW7oP1x43G3hXW0XR0bUdV5vfrrXmmHEOYT4Ep/SnyBKuxl62DSyXQyITFJhqmlVnQzUc+AGSBgwnw7i7O4rPn18S8D1ZIGn8g/EOGSIV82Md55cVq0U7BlkaK4Kaj99wingIlVJNwAfBMbCOEA+ZqPrg7rWnssWqycbjZCwsQA2bTdsOGSBWMvbLOTXo17cATDwXBC68Ml3EufkyIm39yU28tF+j4T5YlyHWhfUj1oEqdl2YhAYycYRCJZSdOsKRGvSGAt9UbSpEOCgUHTxzZhJ7esJwNVNYRFhHo7GR5X+/NI0vnVkQBhYCNWbJ1jFTFNkc1ifeubtHalWPnl6QGHKP3yxMSRzWaeZLDiou5U1UA/PBgQT29yfxzbGsMMJzjoMaDVnmObe8fqdzVWFxSRgePnVqGaeXqQyh7k/WaAiO+cE7BpvNsquN23zf3l6EjAXZz/mwgWxJQzpKBpSWt67YXyCN04zxeMxsOmYMRrkjsshyvslgc0dfGsWai5OzRTx5cVmYZHZ2x/DGbRmRTKL0EZtx3YgC2nz4/u14xx6VP+n3m6pfni7gqctZZKJWEzTD2hffo8zRoYEWKJtMp5MlG+mQjmrVJ1kw/GuPsXI6gYTZhUqtjKRTRX15AcuNOiLhKCbNCFzdwGC0BSDjvBKEMlu1sVwj41BLoaN1TanGGO7tZsY0vBZfzi3hcqkk9W+RuQ2FcXdnF9LWSmnd1zuzSqmNKfL1VqMxvxMdoVfbiUjUEJ2goaEh3HbbbRKQk0JWdIg1plWCxBVvSJLN1kSvOLByvYR8nfS2ainV6+wMSiGEUJvm4drmuoKbl+4oS289HC4VL2HanlFIyjYnh6jBEhe6NpowPshdLlbyUDdhtzGxKB20AI8b6IyphT9EthWYuLOrD5eKRcyUi9DaaMKU88dFkF1lG6cLBaHZAHI10rSR7lolgAMmklQMKNeo36conz0iWQzITdeUGPFBFm/cmsFP3zOCjz43jrIPEOFnmsnkno6uiIkDA0l8/PiMMGhYYdLyqUS1XWtHOAdcaitZVQSUyiRf+wFwnAE7y6puPCXns/J6VInxBiyfMm619SdDyNeUNl9Y13FxoSLIyUzExLLQc6tFjlpzvf5CxIc/N0VmkC0dUcwWnVVMJf4xSSKdABsNyWgIdknRITPZ2xMPIScsISo1uR6qiO9ETQ33DCfx9cs5P2HWAtestva3KN9Eo4PD8VacBgaTFpYrrixSASBKEMm6ht6EJcfHRZzzQVAOF9qFso2ZQg3zJRt5W1Gf8RzT4UnGLIz2hHFpsYJHT83iL1+eIhcRRjMR/MidQ7hrWy+OzxRF/oeAjWTIFCeiUK0LIw6BJr/4cL84L58/PS8SMpk26u2OiCmglB2dUWzvjMlYSV3H+fvT56dEfoj3vVuvY6HoiGxQfTyPeNiQ35LS7U07O/HH5zw8V8wLGIpOC23ZcPHY6UUcHkoL+8tGds/WDuzqjePCfAmd8RA+9fJMk/aO45nI1uRELVdsLJVdRZHepluq2HAUcw2dwyfOzuMvvzmBhZICziQiJh6+rQc/cO8W/PP3HcQnnx/HXz13BZWGgapn4PhUAXds7RKHPbBvnF8QkApfwTU30BHBqek8TkzkVoBVCJbhtdKXCok8kchk6Zo4QwTe8Ldhy0Q0GsVwb1yuIWrDS/LQLWC+VMXEREWCIH4nEokIIKcrbsr5Y8d0q3PZx9JrwFyxhpttT8wUcDpXRVfYRLdhoFL35N8sYLxjmEnq12bfKY4QEb9E4AbGjpeXXnpJ9Az5+tVf/VV86EMfEgQuO2J+6Zd+SYqn3/Vd3yXf37t3r2gmfuQjHxE9RiYkfuZnfkao6QYHVzL7bNqmbdqmfadYsH4wpmFsc73G7586dUriGsq5dXV1oea4+J2/fk7An72ZWJN9MFus4r999mX8wMP70NOhCtPFio1f/G9P4Csvj6Pm1CX2GO1N4nf+0cPoTEZQrqk4I2iwCxxIxgKf+ObYCrAKx3Lgn39GgVv9hKq8X7OJXmXQ1vyuSP343WgEptO/pK/Tbuv6qgQ6uA3cN5rBnv4Efuur51CyPZTaQq8gYaj8p/Vx7JJA9RkKLy5XmkDx9v04tgKsMJ5gXtJzaojEwgiFlD8feN9MYv2L+0fxK09cxMuz7MJs7YNjoU+9IxPDfNnFx0/OraJ13gCctM6YV6fdVjNRbgQ8af/CRsBaYqiZhGPSLewzcT4+UcBgzMJkmQlF1fUnQBVLR4ITIkkm0nxr2N8Z8WV3Alr01Q0bap5ihg6SJ5d8lpaYv60iGQWvRhZJVsQURDp2seahwPD4Gnh9xnRq/tXveR6rdSBb0xE3Gyi4qtNQUvf+mBm79sc0JKyo6HITqBInkMzzMFYm2wrll1TiUsAsBGPpOjpME9FGHXnbxqcvXmTriwC29yTDeHBwAPFIGFdKOUxUHBlDyrQEjFGuu5ivedgaj2FXvFdiuqxTRlQPNRPTQvtsRVFwKRGUFrC1qelIGlEsOCVMVZdRFxobTcnbNCg/W1ZgIhYuTAu9oQzqno1y1IXtKjkif5KE2ZXAkV3xkQ3zMgSJdJndSBo1dBi2AGQqZFjxY1o2pfDfZDMpiBSRXw7xEWkBbiiI1FkUmbPnUKyzB1ClRMk822v1Imkk5R6bdeaQQ1bGVG/UUW1UkdBbvitZV1zPEdL+lkSwBtNjfqQq+RsWaQKr+4UrNTLuU/2nPmtIDscIGQiFw+hIZAS0VqlUUCqXUatVka8UoLkaohLTRGBaLOEoEI46hvaiSeu/m22SmdJsKXC1imOeFNu0RhiaZ9wUsMqtENMwnuF99mqZLTdjmk3btE3btG+fhuJ8Pi/NxMxTsXjG5zsBqC5sAY8EFqzjVa+MuOYjkGUt5zfbmfHoO5MrnzniNh9/lfSOqukwp9/yGbglV6tKbjYQJ1UwXdZjVh5bsBZLbCP1h5VrvwLtrgTKBMze4nsiCldzUXKLMNih3Npyy58PJIeuYUEtSvnk6semzqZqU5qtBWjrg/LjiYTEfe0Wt2LYk9yNc6VzAkJR26LEDD0qJdPYFe5Azl0QnzwtOWXGD3Us22Teax9L25H4NQinLlBh339qfVHXKDO6zhGSnSWyspExGa4jbFYxmY2sw9KiCUtFzWogGdXQnzGRCBuwQx5uG4zh/ExF4k0FugF6YiG/DqT2TODK3p44np+m2KdiyZP6kV8vohF0H46YiOiaMKMzfiHjZDfrIXUld7uRiaqAoeGRPd34yrlFJUHKmGgDplEa8+8CPiHjB9k/BbihgBLDqQgmyapOZlA/MA2kcoc7IsKCQhadxaItcW9vMiwAjNNzRZHrmS8oaSn+tq6ZiEUMbO+PYXq5gufGFvHU+XmUG7oARH7wrkG84+CwsO4/fWlZgCOsrZD5nnK0CwUbV5Yq+OkHt+K+rR14diwrzccEWwTGptwtHRFhq3/Dtk6Zr/5kGD2JkABgyGTPY+O88LesGZDBn82+mYiFHT0xvG13N7750jS+PlUQfkMeO2ePc0OpodsHk7hjeGN5oG2dUfzYHYO4vFzBcDyEP3xqTEk6hdW8zeZr0rRAUMrSkgOHnSFtFTdhQvJZYnhvsMH3Y0enMF1QNRoCgw4NpvAjdw7i798zjL29cfyvF2cwuUwWTeDyUkWAKAEohcZmbG6v/T3+nXU0ssC0g1WEMICySSFDJGT5O14TvE4IfiIT6nA8DBthDGb4fGRDviM1GqNYwaILXKlkkYi2ajSs8UV1XRhTCY4KDljdF0IbhapLWS/FJnSz7GwxjzOFPOKGiWQoJHH3XK2Cby4t4C29/XLtfqcwq5RKpVcNvv92j2duSbDK37UjxJuNJ/Hy5ctCKdc+8YSk+N/yISgB7MOTbqIA10XqtXydaFN+rmAt/HuxnhPt5I1Mddl4klihyyT7rNcFqNL+nWCJ5kOQyzgBo4pcQ4PueIhZYTR0DxEjhHKdiVaFHGYxXTlHKzvrZNH3NIwmO5EJh/Ghka34xAvPI5dJokoErNDAKbep1RG0jtSQmhoxyf02s4S+fiPBMroHElvodR1ddhGXGxEY4ZbsEZN9XJCO9Kl5+t4D/bhjMIXf+eKLuFALo+zyuHSRednfm8AnTs0JYKI3bknypGDXhf6M1OKk9haHUR2kOCVR05CFjYX0ZMgQlpPxXAV2PaBC04SdRRyNVRQp7XTfK68Z1eG5+qHM+v+/e/suPH5+EZ85pcAS3ORLUwUBa3zw9j68NF3A6fkSemKWoDs5tuWyLY7MXUNpLFUcPD+R39Dt5MLDz967txdj2QqeHiPa0pQ50egk+4mq1b/nocRMXcAdRyeLCgW5UjJxjQXOMh/lXGCDxZdpPZGUiVvi0FDaRcYlIBxN6M147gm+aV9crywr6SAuxExykw6O8xg1gM6kjh1dUZTqvG80zNuU9FGFhcvFCl6YPoeP7DqHRcQwm3PkPqeTSYslDHEGA7o4ImnJgkIHiRJAdHzaHQlqHz68q8s/lx7+53OT4kjs7InL5+fmi5jK1xC2dHHoSKPO6+muLR0YTIVxLKshX3fFsSM9nFC/VVycXyjhzFzxqmCVQFvxrtEO3D6UkqLPE+eXZF44bjq2Qx1hUM6SCNmGYUAni45d91G7DZHt6ScTzPlF/M+nx+C4nrCk9CZDyFUcfP74DLZ2UxLIw29+4aw4ogSwF2ZL+E+fP4NXxnP4rR881FykxZFdda0LSMq/3tqNTimv22TYRE8yJM6sZepYLtnoiFlCs9efiuDcQkXQxefniqIvGbMMhCJR9MV1lFmYcB0U5uaRsz24egiD0Thcty6Of6tzmAAewHEbV5VXejW2XHNxsVBDJmTIfUGLCbrcwIVCTT7n8+O12HeKI/T888/j4Ycfbv77F37hF+TPD3/4w/joRz8qINA//uM/FmQu19dHHnkEv/Zrv7Yikfyxj31MnB9SznHO6Dj97u/+7k04sk3btE3btFvTgsIgKTevF6zCpAMDUa7hDzzwgCQbaBemsphZKomczZW5giRZhNksGkLNqeHF8zN45K7t8t3f/uQLePToZcTDFtKxkPgmF2dy+Mf/5XHsv22oyQ6wlv1Zw/ii6moP7N9/6kSThW2NkYXCNH1tbw0xS8NQykDRIxDZQjJiSfKMfg99ZRKeERCzHhsgfZh37OmRDqxqbhGfP7eM5+YVcyBddeVDtLhV2J21mq9N/CD/oOgXySGt+g5jjY4QgQgeIp6NOS8iifPm/LuU69Sxtzsufv9vPLwDnz52BX9zbh5ZhMXnTYVNPDSSxpV8DZdzVXTQVw4Bk4WaH0utBKwEePreRAimTmkhHldD5CPpo81X3RZAIKDVbIvd2tka17UNAg5Ktv6be0bw689PYoFgeF0TRsvFqovBeAgPD6Xw+Ss58YEz4o8rzXcmle7vS0j8NRCzMFEi381aUz6mAuz//T1d+IsLyxIbdIQMAVoYHttFRHF+zdgptUP67pkK2VEUAEnFbNdO2tPXU80eKrFr6gS6eLir28IrSw7Y+yCAFbKTmjoe6othwa2gI2TJi8ZjvFQooVJvIGFq0j1KGnDprmx4SNNHDocxU62ipIcx5kXBHgzP9XCxUsexubN4MOxgIh1Guc5kHDuBhW8HIcNAznEwVyUTCptUqqg1HAGj+EI7/vypazptxpAJKaBZwa1iupqFpRlImhGZx7ka6Z3ZFRkSGm92qUU9Cz2hToxhHLbVgO41EDZCTWaQWt3GopPDVm9AQCsbmQDUtQjCegS3JbbjTOmiAF0Yn6uOWuqZW8IA4zRcAfPoBgsjrSINQS8mTExWp7Bcz0o+hFJEZEqpNmqYc+YwrA1jxpnBkrOMBplDLA3ZehalWgkjGEHaVAno1YWf9qttPaAIm3aqktY2Rb6Hxx58T5hnEIWtVeV+Y8HL1Rwg5iEZY8MNGWRjqJVslEslLC0tIpqIyvFGk2Fhw1yv0Zn53pstA0RWlQCo0jp2HnMDDc0VdpXXYkFe7WbJpP5dUGa/2rFuxjSbtmmbtmnrW+D//12BVSYnJ3Hy5EmRJ+AreK6zdtKq0LSaVcWvRCvm4OftQBX1nqrxBL7URuZXQla856Ky4vP27bZ/m8AA13ah6wYsAW4ov1x9v/03q5lV1Dbp/7AJOal1YHxyHH1beqH5TB6rfuCXXdblx98QmR8AaQgyobRNabEMK2kiGo82gSqqkbKBqBGT8XSFM0hYh/DipReBFNlf1PVABryuUCcWbMpFeOJXNXSyyduIGAocXfRZRVoxjYmMFVE5dJf70EVqJO+QrU/VqaQGoXMuFLNKS9iH0pOKlTGIfdR5JWM66w8uCjX6rdqKff7gvl6YWgOfm1iQuIPsDZMVG0ZSwwf6ewWwcnS2KP47awfCYFirS3PBfczZ23V8/NiMajJuk7sNuhSEYabh4a07u2A1PHzuzLywcpDRvlZSsjICgl8VxHJsybiFHtYYFsvQQiYaNV47bQCnlX2crauFv42Y0kTcnstnrL+1K4qpXE3iWe6TsSnZzcnwwZia7PHbfZZ1NqBeyVak8Zkxf9EmiN1DRAc6Q5BGWzajkslxvqaDYT3P3cVcBS9OX8DLpy9isCeNK4tVkSjqSkaaIBQy1hdrdWTZBMyYteSgaDdQdOrCKBLcA4zTWad7qE3257Mn5nBmvoRd3TEZPwE4ZCrhPrZkIrIdsuIQ+MJj+6OlOuZKHnqSptRLaNw3mVieu5K7KliFxgYNygbt6YkJi+z/fmFa5H7qjGnqnjDJEPwyt1SV3ETIMqT+FDCrsN7RHbcwn6/io0+NiQrAls4ohtKqOffZsZzM/5GhJH7j8UvC9s+O/pzdwB8/N4mjEzn85/fvETYUmtTe1hnnejUa1jQUM7yHrrCBhaoiEmBczUfHlmQIo8kQ5mq2MOdM5GqYK1Kui0oHSXRFlYxo3bVF5qVMEEo4in0JS9QSZL/BI0hYldQ9KY3zN7FOw7j1YqkoTRgxP/dlaRo6rBAW7RrmajUMRK5ea3s9NRSXy2X09ChVhNdbPPMdC1a5Xj1EUtHxJPEiIKXc+vq2K1MbLZ4SuisFmAih0lBUu8K/EnTykJ6M3UxeFaY4AvbaYrBQm+mw9Bad0ZK7vHL3bbRuXDSZxCIIAgUPXfkQ7tl3B+YbBbywfAHVuo2wbkpCi+jelJHAVLWw7grHYe5Jqe5HIiqTYQeJmI2Cyw4vHWWXSFvFQsJf70l14rJmY6qiGA5WpH1XdUetHDuwNQHszM3gDYe2469mNBydKaDERdXXe0/FLFyuOvilb1zGtmQEjwx34HsHG9i7dyvSGYWu5MP/PzxxURbGuKUu7YFUBFbJFtowatY3XBbdlewMF8dfe2Q3HtreiapTx3/9xhU8dnZB9psIW1L8J8iDzsb4IsE9arAiU6QrevRgztdLeKxgYPET4SzgzxdrePTMghT0E/5C44U8Yel4YSKP33jXbvz7xy/i1HxRwBTcDsEL/+zBbeLQPDiaEXYWStusxpLwqiMIhGNbLNv4N2/diX//+AUcncwhV64JAIfzROOawkUkWMjYpUrATrszw7yoT0CzrrUS3E38Uet9X8dvtCOK9w+nVGer5+HIYAp3D6fwO0+N4fxiGcmwopwu2XWcWVCa8LKo6xpSUVPAFdweWVdyPuiF54iLaHtHZdbR8Om5CN42ZKJUK8OkGFeFep+UcVL7sExTHK2xXBXjuaoAUHjtDCTDGE6HBZTE7W/vai1wROaSMp6OAx0N0tBdydYEeMFzv7s3gY6oibGlirC6PLC1A3kb0E1Njl+dfw3piCFAI1LHXa+RGeW3vmcfvnE5hyfPLeLxcwvCtsJ9svvZdupC5efpOqI65Drm5yOZqNDx/7enxnB5sYx42MTyeE6czkNDSUFzP3piFo8em5Hx8Nok+IUgNyKkHz81i2cuLOINu9TCd2hLRhhYqH1JB0zmu2yL1uJOH0QW2I7uGA4Pp/DM5WUBrrAYQ6ANpYx++J4hvP9gv+hUfuHUHP725WnlyBm6zCuvke860IdIxBJdSi8aRzrewL6MhuV8AQ1VbUC9TW2MTCu8mA8PtjokboaxwMBnT3KVfiUZj0quK59nXuM+bjVH6NUyq7z5zW++auLi0UcfveY2iO79+Mc//qr2v2mbtmmb9u1qr6W4x6CQr+tN7s7Pz0tMQ/rOPXv2rABLRkOm+BT0FQNQN32ipUJVnLxf+sOv4pNPncMPvXUfPvn0efGr4hFVpObfOxMRXJkvoKenhFDIRI38xP5zn/shmwT9811tXT60z7w0edUxk946Ew/h+3YB77tzFPce2I2f+qtjQvnLZCEBGkye0a9nl9XLk3lJya7u0iP7HYEqNEp3zi3VUC00UCUrCBOPEWq1KwBsIqTjh+4YxP86NoOaoDuUH8/jcVcnnNcZ88PpGvbGXAzv3offOjoj7CiKdVD5mN0RE7/x5CXxpx7a0oEHe2PozJbx4IN3CpiFSZ3FiotfePy8sIgEPvlwKoypQk0AJ6rzUwFoDJ+u+rffulP8qUu5Kv705CzGCG6h7KYPuE2HDPHzl6uK5U5or32GyPVkkVach7ZYJ2CN6Y1aeGwsK0AVbjsAEvMYp0o2OkMG/tH+Xvzp2QVJtDFVy0PZ3xnFO0cVO90jI2l8/NyiaLWvAdH7gGT6hwcyMfQcsPDfTy8IC6XjunLs7OiiLA+T4gGwhbiYkKZL8izUpLom04afBL/GLScyqG3f4xjIIpMM6TjcbWEkmkDWJgjFwOGumBQ7Hp2uolqvS+KdtlytIe+6CGkaqmQrJdMKyx8N1ezBJFvWceTf0yVd/mzBKAxc0ZJYSuiwnawCY9k11Ck/oyuwCs8FQSULtaxI4jQ8G8sumSxt6XAVuRwpBFBfvJVUKrgVOF4dCf89fsfxOE5TOpB7Q2m5T/P1MrLyXcrVeAjp5LbxwVH8T6OUK6WMrtHV0GZpM4k7kvsx5yxiwc4h6xSQNlOwdG6LskR5kRoKecxTqJngcVDmp+yVUXRVQcmBi6pnI2nEENHCqNSrmKxNYd5dbOYZiPWQ7zYczNqzSOpJeQ5ZWqgJPLH8liJe2yILpEVWsKrQ+B7ZWHjuCJgR+R4ptlhIgIw1YZEWKng5KY61rmE2ARhI6ClY6RAS6bjE3HbVQW42D89oIJIMq2fjCplc1YtNNpeba+uDdBR7zWtncgnimVsBrPJawPe0zZhm0zZt0zbt5tuNsN9zzSFD5MzMDI4cOYLu7hZjY2BrvUr1DkGn+cYSLC0Mk1AHn8ZtNdNZnet423vrr26tOIrw6dVfbK/R0HciI1ulWMPYuQns3rEbiVRC6kWB5GZTHkiAwf721pRPyFTiSwwKI0NI+Wgif0O/mZxwLWOdifWkmsgarpyPDc33wSiZNH5iCn2ZfnT0pZCrL4lfFYCSKO1DAO6sMyH7iesphPNhdOgdIi/LWhcBxzO1afGV6UcJg59mydyS1S9qmgJW4f5ECUDXsSe5HTsSI7KPo8vzeHFpTnxsxnohgqd1gnV0kW5CIG0oKgEq1vTqAXPeikMSpycRqqNQa9XWGM+QWZ5e+uPTSxIzpPz8b9SXhb9ULeOf3r8F/+2lGTw7mZcYjcYY7cMH+7ElHRFwy23dcZxbLAfkNE2gimLm5PkHZkoOfvcdu6QW9fkz85gtVIVpnrEaG4X5HWnG9JnV2fzaYCxRJ6BEScySwZM1qmrFWXlhrrhI1c7b/TLJx8o1o2OkI4a37OqWmgYBG/sGEnhkTw8+/twkHj01hz6/9sFcwPHpgqgWhAgmJzAgZkmzK2Ouzrgl9aOSXRNgCGVuGW8FVxdjs0+MGfjl4RCK5bw0w1yxCVBnbcaQ883jmi3W8LUrWVzIV7FYdfDKTFFqXltSEcX0WnFx95YWszljzVemC+iKWWpuG56w7zM3wFrBcIcCgbCp5cxcWRhXslU2t+jSMB0YwTxzJVuAGddr9N1//uHteOe+Hnzl9CIeO7Mg996RoZSSVm14ODFbFPbZrrAlMS7rgKOdUYR1DR87Oi3SQxwra11T2SqODKelifupi8v4s6OTuLBQlrolj4skLakIpNb06ePz+ME7lAzLzq4onrmi4sRAwoh/5x1BpYB2Y1P+gc4IvjFbEvBXX0TDXNWR/MT9vXG8bSgl8/zKYglfuZRFuVoXUJMAcRoeDvXG0dcdQ9YOQ48nkGw00AMHZrEAr8H7SdWF5ekV4LQ8DX1RdR3dLON9QQYbxtHtxmYH3vtka3qtxnXoVqnRFItFAWq+HuOZWxKs8nelh5jL5aT7kACVgFJutdHpaBuZ3J7t73EBtbnk6Cyorh27WjQVzRqTHXwYSOdLwL+iaUgaKTSYLGK3FFkrrkJrJFS2pLWactBrdWH/4f1yvCMe6c6As4UJlF1btjEa78VgpBMzM8d9SmP1cAnAJ4oUhPp8Dh6fO41y2hLnQBg6tDpCRgPZGpNdOrbGU3jP8CjsRgO/d+o8cjYTO22dabo0SK5IlfjpJPn/tFvAu+89jFgyhbfE8kjGPFxatuG4gEXkn13HNJGtmoajC0WcXC7jjV4ItzVUhyJfNII7Vl8dZCRhJx+ZNeI+OUrEMvCB/X2iCQf/3z/74Db86J3DAmBgV+MfPDOGr19eFurwAJgo/XvyIGwBOTa6HPm4pswNh8YHNNGXox0RAWUQeUlpkfbzRiAK6b24zd9852586fyigFqYpD08kBTGjuB4fuLuYfzhN69gttgm6STagiqxS/vi2SXcN9KBX3nzFvz1Uy9hqqKjo2cAmqljOm8LCpUJfqI737KjCx97cUpQmkSwch6bV8QGEkCtK14lh4muFMlIi5qEnjhgPCb+9m07u1ZQudG+67ZuTD83iYtLFVmYJ7JVmRsmzvlbLrjKsVc6iHt64wKEIKPJiTkmZleOhf88v1TFzzy4DdbZ8wLWUYApon8bMja94eLszDKSiTgODSbFMaQmIJ0XygSxy3NvXxx7fX3EFmq85fvRmas5ZC8xhKUlmBs6amQIIQtO3AKqXEh53TWvTQXKIF3djRidoQe2ZyQp/+JkHju6483i0B2jGXEcp/JVYfHZnokLKwwdUIJ52IlMdpmuhOp8JmqYbDccxzcvLmIqq663gI2HDiZ16k0beOrsQhOs8tb9fTg2kcXZmQJiYVNAK3QG3ra/H7f1rwSJ0IH+/jsHxcF9biwrCOR7t2bw8O4u3OYDW4ggtsjkUnVFlohPhHTMEgaTuVwVH7m9T5hXuI97RztwW28cT13K4i8unFLXpt+dGjD/JEMaHhh6bQja1cbOXQYNRHW3M6jw33yfn79Wu1WYVXgPMLm7Plhz0zZt0zZt0/5P2fV0IvIZfvHiRXnt27dP5ExX25belLAtMsFCNjQlo+ErgHtArmTjC89dwldfviLA53hspS9Df4P+RHciLCAW+k30SQkO4DpHgG1M17C1IyIAGMoF0QKpxI3sHbuTeNugi/e+8TB6e3vlvd94zz78/pOX8MUziqFwZ3ccP3bfFjxxbgGvTOWbDH/cdBDT0K+k/e2xGfzHrxGE0kBENMIbKJcdxWiSDAno4p+9aTves68PQ6kofu+ZMUmMBN1LBC3wmMpsNVwP6u95uKvLwr1H7sRMycWbhtI4NlcUyRpKRjKRNpmryXxxfH9+fAbPd4TxrggpoDWhkqZVhB2FIIGWj8AYqD8RwkzRkU40boPWHQvhZ+8aFt+Oti0dwa/ctwWTRSYDmbhp4A+OzWCp6ihmleb2lJ/N8yySn83E7trAhrI7TMpKfCo00h7uoW82XZJxtSeiBAAD4Fy2in9woA/bkyF8diyHC7mqyAHd2xOXmIz20EAKLy+UcWypLIwlwfVKnz2IcDhPHz0+i394oBc/vcXCY6cmEe/pRU93DCHTwdll4EJOMUfuzVgIa2F8ebKIjrAC0DDBy2Rr2x2xvhQq428NwuDI8xx8jdf1SMJAwW2gPxLGWwY6Vhwvz9NoPIYLxRLKlOTSdMxQxsqfSgJq+H3KGVEOyNI87EzE0RUO4TPjS82OtPbR8fI6UTPxhv4uTC3mUQn0lEQ6h0wnQLLewHzZRiISx0AkhclqEcW6jVqjLiAKgkBGIx0I6e00+CuNgBNFNtpi3ORYmcsouqSyV12NBLgIr4pfoOAVE9Yod3VjPizzHYPhPhTdCiL+GIPu3ZSVxJKdlWaaiBYRoIpif+V8UJ5HPZd4Fbqoo1gvwzQIIKkjW881OW4D+SAWhXgclAKyYSOCiBRNEkZKZJlrXk22xWMhSCWpp9bkaVh8SSCFqlfxAS5hAblEtFhTckn3TNQlT6PmTk004wZPCjVhLyogFxZ1ktEO9GzrQ95bhqOp5oVmF63/03rFQ926MWm3a5u+RsZAMeyyzqN/x8Qz7WCVWwFYs2mbtmmb9p1i19tQXK1WRfaHvggZIilJcfUazVojEKTmlQWOwtpJsJ6vNCUD2GTQD5Zq8ZeUgxgwra1la1tpge80dXkW+cUSDt1+uCkPGvESsFFpglPY6BxCBCVk/R+v3Z5IBHmeAF16hrqa4BIBu2qU7yFgxfN9m4yszwvOjPgxq5lmNpQJ8oBqqYqdW3ajr68PtUZVgAWVelmkfkJGSPynurDYaAKGEfBJJiR+jdSlNOXHEEATzENgIda/GH00XER0VWejT9Yb6cLW+GDz+3d19uJgugvLdlVAKseyS3hheRGuRx+vdSwMiUI6fXB17EWH228xyQUn0DQ8dEV4zpVnxMI3m3lTli4sE2Tsb7cIj9klC6GDn7tnGK/MF/HMLH3IugApDvYp9hEyW/7k3cP4T18fw4zfbBsw8SeSYRg+mGDOAz57OYufvGcQO7QlHJutorN/CJqlACCn50oCsCC44a27u/CVi8vS8MrGXcauEGUHDyHKsFZ9yaXVp85vSuYxEgzBz7l7AuPZKNETM7FUcvCmXV3yare37emWWPrMbEkaptlASgZU1iLIkM8mWGFNNDUsFmoY7Yri0FBaACf/3y9eVFK6Ky8jLJRc6PFOdKTKODtTVPeW7sHzaympsI6JpRxsU8Pu7ijK1RSOTxakKZfjTFiGAD3u2dJiPhGAd9uxs2bGWhLj6Dy367/P2tnFpbI0esctgqFUgy/rf8HveO10xm7c597Tl5Tm5OfHc1JjCZjn9w0kJf7m+AncGUqH0RFVqgmlqqvkYkMGOmMhaRZhDeniYknY5y8tlqWhW0BXDY3EKlIfZqMG55jsKgFY5fBgUlQZXpkurgCr3D6QkM9W2109caljnFyuSnMM2VQOdkaxK+2D39iYW2eNpi4SSoxpIpqJTo3SVS4eHk6jFGFewcNoIoSdqYjUaJ8+PYWs1A9FH7lZp2Mu5kCU9cAN5ItfhTEvkjBNLNk1RI3WOWMDh+V/9lqNYMjg+XwrNBTHXwMA/9vZbkmwyms1Bv/UE76aTUxMCFp3x44d2LZt24Y3V6BdHFC2bUTVRgcoSAqu6KCRrp0wOqwuLJIaTdBzKmFJNhUu8KShm65NCIVud6h/hfbyeubO17C7ewdGRlo60vyT4JSRWI+wqzA5ZOkmik5VbnIiVYOuOlnMNHZuEWlq4EJxDnm3Ap1oTsrk6BbcOnWgXexJx3AwPYytiaQcH7u9PjQ6jE+NT6JIpIkcO7AtHseLS8VmkrTdJeIMDfQPIG+G8NETBLqohI8RBbbGoji5yIK/YBTFUaQuesX18JQbx/y5LMrny+iNhTCSDglikAnlQIMtSIRzMXrvgR50kjYNnsjpMLm92rgg80X7d+/YjW9eWcaXX76Ivy5VUWKTqK+f3pyo5l/WJj674ko/jTUEnuueeBg/94ZRTBVUAjOgHld/90TKhAUCMlFQY+43v3IRS0ygex6+MZbFn780jd9+zx7cOdIhQJvRTAT/9DNnlQQNuzVXCbdXHRf/+tGzuLfDxQNbkvj5h28XR/XSckUQv+ww5WJF1OXYckUS9l0UafcT4koC6aqX2oqjd/wks1MjMwu1GzVhJXnT9gx2+hRy7UYmjI/cp+NrF5Zk/wRxUF+P+w4WW//ihe1pshAvVV2Rk9motkHn6Mx8EZGQDq/USr4Kq5GmHLSZhUV4+TkgEcfuZBxd0SQuLLFwoOM9+3tkXARYtJ9HOhgEtewIGU1tP0obEbBCZpjAMaADQSdubxp4sWwKGEieDJ5yEElHd1sbEOZGrMlQ32Yc5+EtaQwWIri9P4FizcWWzphco0+eX5Q5pX6i64Nm6CxP52rSdUqqQjLwSIHC7zrVAiS358m2AutNRfDz77gNT56ex4lJAlBM3L29C/fv6l5XCovjetf+Xrx9T7fso30+aaUa6RcdHBpWji3nh6hmoou/cWkZv/+1y9LlTaND+75D/eJAcjsEQvH4eF8EAdaWGPDKC8+LnAHRnV1dXchkMq8JERszDRzMRPEMgVE1VxDIZFNh0ef+roR8ju8gZhUmd18ts8qmbdqmbdqm/Z8Bq1A/lmwq7Ly49957kUqtz0KWLdUQCrE7yRYpG0l0yScKiEBfmr5Zsewn4HQNsXALxF8l2NjQ8aEHtmMsb+P4+LIwFNL/qNsOdGqS1w382se/gd/+66P4yXcdxE+96yBGe+K4OF/acPz/4ICJe+++d0Ugzo6uf/Vdu/Gzb94uvkpPIix+2fhyRZI/ShbIB8yzA41yM+x6qzfw+09cEr8kaQHRiCUA36WyLcf34SND+MDt/djSoRLf793TgwtLZXzl4qIkM5l8pfTR9kwET47l5DurYQb0YXfu3Yc/fmkGnzw16ycWIWDw3d1xlB1XUt9Fspv4ckOnlyow4hGMvTIl8Q3BJklLl4QMAbKdbYlT+urdMRM/fns/crUGMhETd/cn5bjbjf4v2VYC+7X7R/Hk2DyePDeJE1pYzq0cU9sB0OcXkLi+MqHMvzH5R1CF6lwEDnVFJWn1wgJBz2306b5/xg0znuG/P3VxGY+O5xTVNIDnZkvYl4nil+8cFJDyzx7sx19eWMJnx7IyrtXE5Dz6U8sV/F9PXcKBxiIe2b8du4b6YDdczFVL6I1U8YYB+m0WesMJ/P7xRfW7JhNMW6QuGvdBcl5bBVRRrBY8dsf3hfmNhOXBNB1Jph/OqM6zduO/39jTie5wCOeLJQFQkZUv51CKqMU4EySuix5wsVTCom1jrrJxoEV5JLK30NgAwuNoJzp36w6mpxdg1nXxzzoTMdhWDIVGDR2hMEYiXU35n8ASRkRifM4dCwUseMj50oC00UrMkdqdUkFoGLBIpx4BbBYkms0bpFxOwvILETdu2jpyQWHEjBhSZgwxU40lrsex5GYVzTsT7Z4qLUljjsdiU00BrliY8a9DOc9yEVEWmbkDNiy09hfTEjAME5VGSUAkZFuJ6nHJx6xnAljRCMDjWVgrORXIBZCzBe3PTM9F2Sui3mDnr8oJsYUphqR0Oa+eCnnmUqZ2fA7HJk8inU5LPMPXawVXkOVF2HDZgRzkYnxZIHZOf6fFM6/XxO6mbdqmbdrrWQZocXERL7/8soDX9+7du/G640vZbAjECHwF5SE0/2v/lC3AuhdCQ6PfofLJAmButtw24GpV+Z3pkZnNgHOVZbpSqsGr6bjzjjtXgDvpY3AdDvw7+geqYVMx8q09NAUopu9BH4Z+A2tNyq9Q/jf9GgJe6NcE/kaH1Y2cS5BHS3KH9SYy26mM8KrJoc+YTKIn3I2l+nzzd6ZhIYKoMPkF4w3GxebraFcIlUIFU9UrMidkgRGJI2GxI3N+S0aIv+kJ94hsh9uooyOUQsZaCxwOGwb6o2rdfrB3ALuSabwwcQVjlSJsycV76A6TpUXFVl2EKDd0XC7GUK2v9HGYwyVPn0j9sJnBNPD+kS50hgk2WB0f8F+szXnCrp1zXDw2N4MFW9VoJhfKOLqcxfuH+3F3TwZ3DaXw62/fiX/91UsYzysmm0QqIgwVATBZN4FPXprHyclx3Bby8E/eeTdikTAm8lWcXShhlw/o35qJSt3hb07ONxsZghoNQ0sBA5k6HMdny2zzJVU9UR1G0JTq2AT3AJ0RU+R/7t3agbt9lst229oVw8+/ZTseOzUvjCoEybCxmNsJgCrBHeJ6Gl6eLEodyNDIeLH+/cZ3n7mcRTLq5w1knjV4lEsSALyGuVwRESeLyWwEo7EEkqMJXM46Ehe/ZXcX7h/tkLpM89qlpG5vHF+9sCTvqxoNhNmFcT/HHcTN/C5j0j0dGsaqJsp2Q5qO5XxokDzCtSSANjKJ8fyG+MDYPMJaG2uQR0bSEhcSNMO60eNnFzGcCGO54ipGFEuXXMBMribnVxrb/Wb5ptCTUrqSeh+bfQNjI86H7xjEcxN5HBMQEHCwPyEqBkGTTrsxJ3J7VwwHOqPSPE8SgtUx7XzJxVDcEvYZjiFiaFIHOblYwd9eziHjN16PFRxhTd3bERZWUUNXOQWGW4rAx0McLqZPn8DiOaNZo+Gf65FA3Mh870qk8M2lBQGsxAwTjtdApV7H1ngCXaH1Y7nXKwC/WCy+bms0tyxY5VvlCDHYpu7h7OzshpRyK8eh+zq/7RjVtsRDwCWiAWE9hHK9As1ThHJ0jeiExPQELEMBU7LOEgp2HhErIt1Hqn9Ipe1qjQoW7Bl0GN3rKwz662rPQA+2ZLasO17p7GqjA05YEfRGUpipLIujFBSsiZZNWTF0h5M4kZvyj6FFsWEaxOkSedrAjmQai7USTuXnsFQrC7XwB7b04GyhhItFUsW5KHguOiMelip0ulpjDyisB+IxfOziJLI1R7THBOXq633T5Qi63WiOiDkD8w0dJy8VBORBXTqZAn/DpXoDqXgYlkV6OKAvFcEPHuxH2qcsvx5zHQf67Hm8uctBZW8vPnd6ARUW99smnuNaz0gn908f2iZdqhPZikjsPLyjS9CTWzKuICuzVYUSnVmuiEYf0a/DmaigWP+vx86KVEpw7TCJvlh28EufO4NHP3KPLMZ3DKbx0/eP4PefGfcXrcDBVYtuperKIvRYCfj6fBlfmD6B//TePdjRGRNpHkUXpgkKmKAYAacQ5GNosmBykSU9+vXcZ5K8loSdohhLhQ05b9Tte//+3g2pv/b3JeRFZ4/MKj/9N4o5IwAccYxExir0rqKIE+2+q9jnTs4jX3VFooa/V4lpHqeGhm7Aiaaxe1sKuUIB5WIRWqWMEd1CLBrHjjgpvFduj9fnW3Z1yfyTro3jYMGDc3N7JiHzReAHgTkPbc/Iwr6/w4PRmcLYclXAHDw+Ij0f2tmJbaso2a7XdvfG0ZsIy/W0JROVOeEckbLuLbu78Q/fOIpTs0WcnCnguctZccJ294bRQ8mofE3GTUaYebeGO0eSmFiutHRM/T+DMIVk38OZlQnunmQEH7x7RF7Xa4r1aO37nBOeE9ZWyMAS2Fy+JsjiLV1x3NYXl3uN18VfvTiNN+/uQk/MQr7iCtVg4Lnx2rMRxZ333gO7XJAg9uzZs6jVaujo6GgmemOx2A0neu/tSYgG4rHlCsqUGjN03Nsdxx3rAN1e747QZnJ30zZt0zbt25MtcqNOxEKhIN2HLMyx+/BqyQECTxLRUFNvuFCqoVRVGtr0T4sVG6VAK13XYIUtLOQrwqJCP7xiu3jj/iE8fHAY+7Z04Q++eAafffEKlnJF1Mp16PQNY2r7/O5vffJFDHXG0ZW4SlJBA7bvO7xhYZH+VjuV71t3d+PPnpsQXWhhGfF1w9lB9d37+8SfIGBXMYS0ErNMaNHH20rK4FQEf3t8Bl84PS/AWlIO/8L9o/jzl6claVcouahVXHhSnGVCeWUQRvDL0akC/vL4jPidBJPwE/qyT11ekmNil1VgxZryiV6EhVPnF9X2/ECSCWhKHTJeoEQjf8bj+uCeHrxltKXZfT1WzS0hNHYcH9q6BTNXPORtVxhEVpsi8FCgm8C6oyZ++a5hvLKggBg7UyEc7IoLOOnevgTOZqsC5KVvzOSbSNFKwsvGs7NFfG6MbBlqW6qL0RPd9U9eXMIP7u6WBOIP7erC+VwFl/I1BHm4AKNNsDeTd0V4WNI78fzJAj5oh/CebRkMx9JwG0m5LgnCUOw0rV5LGgEx9NnlcKXLMThjQZNGK8bkLzsiNlwW9j0NXRFKxzDrpmNXMo6hmGIEWm308Q92pHAgrTrZnpxfwBPz6nyzcYH5BfqRAjqRTk1DANCijrQB0wvn6YVsWT6mLI7fl9qck6oRwnD/KPRaHYVCCdm5BWGODaciCEVCCBkePGtlN1vKjKAvnMJ0NY9ynYUOlkIawhcS00OqU7dhw9QNdITiyKKMuB2CYUQEEBLkXyJ6CIORnlf9/CLQZdnJS/cvGUcClhfudyjSj7gRw6KdR9GtoeDWENMtRIww6nUX/I9FKHbqioSRTsmj9WNDYTthtqWNXUZR0EcR0W8sHlu/87pF8y9Sz23nkeNUEtCkq2dnYQMOHFS8UpO+X66INgbTeqOObbu2YufIbolnqAt/6dIlabQK4hmC8W800SvFtEYIdd1RgBWOyzOgN1Su6Tspnnk9J3Y3bdM2bdNuVbtajYZ+B9fCCxcuiIwpm3KvZkENpZ1JbMX22v5NIKqs0SsEPglVIQTVUv6G5khtgDGFsaJhTTGrELRieWubM9s2h0g4ImNfd7y+BFD7v00vBAeKgS2o/ShAC70Kfqb8noDdRX1PU4xpjBdAZv0GbK8soBZ+ljI7BPRLoEuQBFYMhNUWCCdgFBdmwIgw0bme3ZxTOV4ytAjgdfW6r0EnUD3pYtGeFx8okDgk1wXn2tQj4rcxP256BvrD/YiZ159b5bYWL15CbH4eR24bxbHyAlJWBRGDDIv+KCgJqjewLVHC6RxjBB+8DuCNvT2I9ycwXqxIbvf2TBy9sbCMh5Ilk6UqUpaHdLSMqMV8OWMAC55Wxl+PFTBb9Ws0Us+DxBefHJ/B7nQc6VAI2zJR/Nx9I/gPT16Ws8dYSTWsqxpRd6oBTfcwqVlY0sM4e34SP7pjCMOpCAaTYclzs+bBeI+M8qqBOKjBacICU/Sbu9W1EshItuYoqL0wjiRIhsfPplBK5rBxIB4y8f13DKxpKA1sW1dMagvcLusqP/anL+Mi5Y38Bl0ytjNnTwuZZFsxcHa2cNXz9gxjwTrvAwOOo5pPJZ4xdGiGiTxi2Lu7T3IX5VIRWqmELZQQTsWxJ1VHirquq+yN2ztxeanqS+oYckkXaw3s6IpLEwdBH6yd7OlLYCQTwc6UhpyVwNllV2JvNWce7hhK4fbB9Zt5rmVDHRFs7Yzi1CyBRqpBgfM2matiX38Cv/zW7RjPVvHyRB4nZ4rCdLO9K4qBZFjet/34mXW73cwZFO1m/S04YvHaG8y/kM1/JeMHzyGbw/m6XhPGFAaW636mniMdViu/QrbXrO0i1bAEyMJf5uw6npsvSz20I6Qja2soi3SV/yPeNkYIe+68F1GnIjHN2NgYTpw4IY1TAXCFf7/RWHI0Fpdr8Uwhh5LrSj1zfyqJfan0TWFwuZUA+OVy+XUb09yyYJVvhSNEthXK/tA2opRbbSYs1DWiUVsuRLu1O0ikSmP+zmEXkM+okjRIz6sStWRX4ev5088jsVudGoX2bTkfpF+jzjG7ndhRtCJH6mt1pSNrEZJXszsy2/H1+mnknUpz0SWg5e7OnZKYIQOL2v8qE3pqE5PlHL48ew52QyFZ52pFXCguChNJzU/IcqEIWUCn1kC2oujBlaQRATMmLMNA1lZAlSBBSp1vYVgh7UObEbXJfFE0FFCctc23xvOrI52JygLE/4gGrJs6npkt4h2j1/cQX8jm8f9//BheyJtwtAi2dmiIRU2UCi0ksr/HVWNTL7JbvGVXjwAf+LBr16ROR0z84pu24t9/+SLOThVksacxqb1QsPETf/4yauzu01s69Sq5rYAJz15Zxhu2qiQ1GVZIC/c/npuE7fra9Uxgkl6srq5KLkYEpbw0mcdvfPkifuM9e2RfZptzcmQwhb5EGDOFGjoiijmkI2bK/kTn/SpyQEGnYnAauL8Ht3XIgksWmbMLZXEA1jOCLehcUCeQwJ07BpP4/JkFFKrs3FVgDOnoNEktH5KCwlBHFLOl1eehZUvUkPSTwxwzF3DS6PE+qtgNnF8oi3QOZXKiVgS7uzsR9hx06DYunjuL07YtiUAuoGY8jYmyh5mCjZ09MdE95MHu60sIEIXyQRw/QRkHBxLY2RPHs+M5LNcNvHVPF64s13B5uSJAEaJ17x5J4eRsUej9eN53dMVw+2ByXeTraktHLXEq//jZCZyeLco54jVBhqB3H+jDHz87ji8SUOXURapoJqekgchecmWxIuAUJnbfuKsLH7xjCEfHXhYnmOMIqPID60pa2H4VBhg6UOdnixhfKoss0MHhtCCtr9d4vHdu6cDnjs+KfBLnj9s8O1cSCaPdfYnm84GUf3TsxhZJA1iT7m/pKGAdirqejQYuLlZxcq6M+7Z2C8BQku2VSjPRS+kDJnbbE73XQ6/NZ9HdPQkc7oqh7HqImWS8unnJ2FvFEZIiy+vYEdq0Tdu0TXu9abxPTU1JQoDskGSJvFbwHg2beM99O/CnXz4hYG9SPZerrgBV6FPR55BkGCUn68D9ewdxZaGAhVwVIUvH9913G/7F998tvvdAJoZf/b4j+Gfv3IVf+X8+h78+Zst2ZvzCO/10+qF/8pXTeOiunfir58bVIFb5mPFICD3pDZK/69ju3gT+8UPb8HtPXBJfiEdseBoe3tWN7zsyiEKNySkFFmmHMwRyRbGQjn/7+TP47MnZpvwjfWeR2PSlbTiP9LH4YTwCoXXmvIjmtq7hTdsyeOLSsvyespo0bicdNoQJkX7LelTNBKU0vxyAKugbOXX5zAkSSJ6Hp8aW8a7tXZLoupZxbE+dvIi/PD2PSa8H0bKD/kQY8yWmUNe/JjhGzhN9MDI+PrI1g23JEEbpjAdJdf96emgohdPLFXx9Mi8JTQUOUDHNN6YKeGm+JKALYTfxd8dZIXDk8Ym8gFXgf/+nDvTjD07M4sSiikd5vJZILgXXt4aQrsn2/vLcAkaTIdzeHZckVbvd05PAywsVn86bvyFtsJIDUhJFPrg/2GrbNMRC1KnmGNX56AtbGIiGsey4uFKq4kinohlezyiHOlWpSofXYDSKmGFg2Vb027weAqmlKCnBLRXvWpqDehvrR7txpPQ9+TGvWY4zTj+U3YueDtvzcDLHIoSJhhVBR08CfaaGhl1EaamI584/JzTGQUIwnI6i7FWgw0VvKKquKejoCiVRqldRrKuiSNgwMRhKSzmipFcQho6BSC9ybknAIVE9jO5QGhEjgsnqssgFkWGlKxRH2rq++7XL6kDOKmLJyTfLRpyPnlCnSAK9kr+MQr0in9QaNpZRxmCkA3EjjlqjhppHSnITfaFeVOskwmdHYTsbkJ+T8dgRePV8Dosn5QYpt6mBHhKGlxtJdrJrmIUuMqmwO1ok1DzF6GLBagJl2OBE0JkDG4ZnCJgl6CymSdet4aGGCjojKQwPD8uLPng2m20CV1YneinReT3jZaHJbISbbMABP/B3UjxDYzzDBoZN27RN27RN+/aPZwjIP3bsGHK5HO655x5hHbuWUa6PQoaKs2Elw8rqRkwysBG86WnBvglRCQtYhUY2N8r9nTt/GUPbe1eBVfxtyorvrmVDaS23CLPj/wZ6rcOIkv9DgCatRl8dYcQVk4rvO8o6vmq76pgbIhOkhD7VIMjupn7WqiiT6YT+XNWtNkEVSnKRcU0YxUaurYFabXst03xzx+Kbybz6QJUW+EZDMqTY+NVXlcxI1Ssj6l1fUyGbEY9dehlmD9C3pQOWXsUwTGELXK+bO6R7SFsO8k6oWXfan84gY4VwezqyokbDsXxotBd/cmEKifASYiHFJCrAH8PFUwvnMVVl3EVuv9ax03WjBMmzC1k8Mqjkau8cSOIjdwziT07NCaSI8Yz4fNmi7AABAABJREFUuGnWeDgzCihBZouFqoOPXZzCz+3bKt9pZ8ocTIVxoC+Bo5MFyZdLE0TMEoAMAQ5BhwMBA6vrNIwtbV+ylhPjaA08vDMj+6Y8zSuTBYx2ru8L8bcEp4wtqTrGw7u7cPapokjUcH+sH3B/rHUxFmWdYndvEqfmNlavKFZdyfOzdscrko3FrAOw3sPaDOsVn3xlThpFCGC5rbcP3XENVr2G2YkrGD93uun7xjs6MWfrmCjY2NYXR28qBNupY39/QhpT2IjNGg1P7fauGO7fnsFLs0VMOiYe2N6B26q61GP4+cGBJN6wLSPgEmlKqdaxpTOCI0MpaTC/ljE/8n13DOK/PnVFms6DGk1/Kozvv2MQXzyzgL88Oo1c1ZH62AQleGp1GVMsbGAqW8V8zcX+gST+P/cM4Vc+f06OP5DoDYxnktfGwYGrA7um8lVcXKgIsGlPb/y6jqHdDvTEcSFbFUYaNpPINsuOBKHbOyJNIFRH2MRkycaVAtlvgFxNWj+a9xOvoayn4UyhhocHMlJ/Ce7hoEYzPj4u32csEzCvXI/8Dn+zLZ7AllgclTqbFshGe/NikFsJgF96HbNFfseCVVZ3IS4sLAilXH9/v1DKXe/FSeeFRGgB6jVwhAKQR7CoE6kp1GZWRhInkpShDvQ6i7KACLjgrHpfYWZVDxS3s+Qs+kxvfteUEI7oQqVGK7lFQbRSq5kSQl2hbiTMtdplSSuKt/bdjqnKEgouEaZhDEU7ETbUg2003oXLpQXU2V0pOuKeaASKtFCsC88uXhGgSoTH6yMJs05NEp2RQIalQUplIkQbCGkuPN2SOSZl1DuH+2WR8hl+V1gzP7l63jUmNhVl82qHk5qA3DYTJ3y+ZsJqQf+r84u4py8p1GdXs9m5OfziF87ifNXyKaxcZGcKMCwLpqmSxsEY+LCWsTPB6bORkIbsV962c12gSmAPbe/EB6cL+P9NF2TRoRMQLAZk6CB7eTy2cja4P+7q3EK5CVbhYvgP7hmRBe/PX5oRWZpazUaxrhLvHBkdGzoGdCqfuLiEuWJNABxlpyHjZQKd+//lN2/Dv/vSBSz7uob87cH+JN69uxufO0O2Ekecy8l8FUXbp/laZ/6yVVd086iVx27bZy4vyQN/NBMV+rPg3mJS+09emBJHQUApGlBzXBkvE9MBQjgAw3T78kw7u6N4cTK/7r457u2dEcwWHZRtdgaqpDapzunPsRCxXLYFPEUaeRYcxrNLODCQxPe+YRcGkiFJYnEBvTA1h69PXEIRFjKJOKxIBJFIVOj9+KKm5LGZgizcg8kQJgs2nhTEcAPjZQOYL+P2gRQ+cHufzD/t0yfm8CSLGL6O5zev5PDKdAE/dMfgGgr39ewNOzox2BHB0StZZCsuRjJR3DPagXNzJXzh1Lw4I1s6ozJfzzc8AeZwX2S46U1H8OY9Pfj5t+0QmrmeZBgl20Wx6sH0nU6emrBlYN9gGvs2QBeT1v//+dpFPHN+QRhl6FSPdEbxk2/Zib3XQCQXKg6+fm4BZ2bycs4pO0WZn+D5xXO6ozchzuvq88pzOZWtoUYKQx/uL43TnmLgefriMu7bqpwgbo+JSL7YecHrL0j0siODQBYGuoFTRBDG1QIkFibS3wLZwlvFEaITRGNCfNM2bdM2bdO+fQH49DtPnz6N6elpHD58GD09Kia4Hvu5D92FC9NZfPPMNBzHh8qLI8YuqtY+uG5NzBfw5d/4XkwvldCRCKMjvhY4YVkm5ot1YWiRTj1fXoZ+kuN6OHVlCX/4j0fxnx87i1xF0Um3TMMjB/sFCEtmlP/97Bg+99KEyA29aW8/fuSN29CdXMty8QN3DuH+bRl89dwiqm4dh4fSwo5CEA3peO/f1onHz8xB95kRGdfQH+1NhoU2+POn5oTqOfBDKDO0KCAXyd6qhCPXbYIfanVkLA0mgQe6Jn7uT9w1jF/50vmmzOdKiZ31553vk8Y5OO5mAjRIRvp+TTykC7B7tmTjY8dn8M/uH73q+eS18OUXTuB3zzuoeuyw9FBwHMwLmyLpl1vMPgE2PgAvJ8JkgwD2dsbxri1p2VZw7lecY13DTx7oxfG5Ikq2hjD9SNOQ5gmbRfaqK4n91aQUwt4j+tYt649Z+Bd3DOLnnhpDyWkgYWoi0aRkVXz5VCakDA1Fp4EnJvM40BVDpc6Esoewbop87Z09MZzNJfHkTAF5MvEJzbeOhwbi6AhreGm5gLipY7Fax2KVUTXZDz3ELCZIV45zvFJD3CQLqoalWg2vLC6jOxLGQDSCUBvo+UqpgmeXllAQCVyVlA6OU869H1fxiEO+pA9tKGHgQn79YLc7qiET0lGteqhLZ6eSM6XvG0jJTlXrSFn0kXUByizowJ2dXdjd3yfgB/q+jGlOTZxFddaRRpxYNIZwNIJEOIb+cEaYX5fsiuQAKA1M6aJ8vYAFu4iqUYMdrsP2ahiJsAkjLDmOct3GqcIkCm5V/k2gx5ydw2i0GwPX0TTDeHJ7bBidTgEFVzGNpM0EUkYcJ4sTyLtlJE0mRXW4jRAWnTymqzkMRhNS4CAApcfsRG+oBzPVWSUL5N/TkhfwW4v5ftJMCnvtelZtVDBnz8H2eJ0pFhQCYnossoJe3T/nnIiUkEc5XnI1eSIXoPI83Ja+RlooYMtVYBZ13tufC6r5gyUvR4ptwT0XJHJ37tyJarUq8UzQpcjPA+AKX9dK9Kox3ByQyq0Wz9A2mVU2bdM2bdO+NfZautrXayjm8/qFF14Q34XNxNdTyKRx/abkXtkrrJC4UVKVK/ehajIGwog1mUvWA3KapgHjKg2G3I/hhQBNNSaTTa0d3K15VgvYohFcQbCB5rP0G2v2SYBrxEv6cj/CNS+VJ91noyOYxkZFgO2tMfgMHAgJ8DUodwcMau1Sks3fiASmEhcS0UkCYVjb0BMwNMUOudFZVdtbxV7jMzOsrtFEzYj4fvI+/TP/OMr1AmJGQhjvrmZk3Dg1fQyRAcXSyTmpN8oYSWiYr1jIO6qZVaWVlR/GXXWE6qh7jB0MPNgziA7Tavosq6/X4XgEP7QjgycW5pRHqLEIrpLUNSoFRKvI1eIrUO5B3WSuouqBgb1zZxciYRP/7eScxCAm6jBMXnstcAxjgbCuYb5q41KhgqFYWORpmPfuiJjynX/ywBb8yhcvYDxHySkF9CBL/vv2dOOJ84s4P1dEOmzhSk410hIoQdUBaTZps6rr4cmLWbxhG0E+wNcvLqIrZkgj8HAHpYp8lkO3gT97fhLPXFoWlhd1fB5CliEABsbNEiv6IPxenyU9HbMkPiMgY7VxG7f1J+TYCtWyMMcwvOV3uR1KMZFx5PRMEV2UmXEaEsePdsXwiw9vx23dMfF96fdOzS3gUyemsFg3kY5HEY3FYIYi2DuQxAPDaWlWeWEij5pTx2A6gorn4aX5sjCYTFZ1lJds7B3owM/u7ZF4n/H7ExeW8Onjc/Jbju0bY8t47koOP3b3kOQHrmW39SXwS2/fgeevZDGbt9GTsHDXaIew2PzlC9MSH5Aln9cb4+bzCyU8N5aTug3rN3v7E/iZB7eK3FJPIiRsrzyPonjhn0eOi4wsB/rXr7fwvPzN8Tl8+eyiNOeIHFY8hO8/3I9715F7ajee8xem8qqhuuEhZWiYIvWrgE+AWt3DQCrclFYKjMfCGuN0uS7XF7lDVfMBPyUbJ3A6V8bDAy2AYTgcxuDgoLyYW+B9zfM6MTGBU6dOSb0hqNEQnHS12IL3T8J89ZJCG1lQw/12N8/zpE7zeq3RfEfKALWjdrkNdt3zRZAKO1hueHvSc2SBfW9cNBuwhdqsxauiFiM+vJmxMrRr3FBEKjTXv/YFNNBH9LAlOop8JQdHU3R0gn7VDGyNbpWuoKyzjPHKZUmGCOV2vYycm8VwZAs6Q11rdsnk3mh8/YT2cDSD25L9OLE0IWwufGDShdme6EEmlEDOGROml2CxJzBgVeOgYkfxPDh1DbsyUaRDKaStCA5m0uiLRnC5UJbkG6V/yKgixyn6dRubsKisTn6SMcQi1W6QhFa0aaSALjgNHFss4U1D66Ox+RsmfT7/8kWcryoJEgGk+NshU0c0aqFUVHpyq8/Qu/b24shQGm/ekREAiNJ9X+sEBTa+VFGOyOqHPmVlnHpTp66JTvSPeXfPWuTchw724QtnFpAt15r84vJ7XROABo374iLyzYk8PEOTjsOwoWEgEcbBnjgOD6TwR99zQDpCF8q26CQ+MNoB2/Xw4lQBw2lq25G2TsOZudKG50YouRbKAoZhIpqyPifmyjInD21L4+HtGaGA+/WvjYm+Hlk2uuOWUKWfnqvBbSgUJ68z7pvbK9eBC4sV7O6OiUNDB208V1GU3m3nYX9fHF3xsIBpAlSr0NfbdXRGlQPF62Fnd0woyfm5WzcE6cvFVooB8bi8xr0Ukm4O20N1lIolFPMLWFio49G5KJ47F8NYkV2aCgBD6jfbg4BWON212QY6oiaOzRYxnA5jJB3BufkSnr6cRVcsJOw6NIIsjk0XxaF68Dqp20jLxxeNDtXLkwX80TNXhNqeABzV+QvcsSWNo1cg2pBkKiHDyht3diITU5qOBIWETAOXF0oCRJIOVtOU73//PSMYyqwfMHzmpSl8+eQs+nlcnVFh8Lm0UMJHHz+PX//e2zdkWFkq1vCfPn8aJyZzTT1GFoHisTC6UlHs6U9gIB0RAA/PmRSG6Dz51zPBNCV2edMx9in7pDtaHqsNzBcUFeF6Ruc7YFXZtWuXgFXaE738/GbpKL4eHaEArPJ6Re1u2qZt2qbdyjJAQUzDRA4ZIrm23H///TfcPU7AyR//4rvw9MlJnB5fwv/+2hk8e/zKmu9x+xcmFgTcurVvY5Aq1zcmooI1PejGoQ9AsAqlYwg4+e3vvx0//+cvis8oyVhDF9Dsr3/PIQE9/9T/eBaPn5hpdga+OLaEv31xHH/+Mw+hN7UWsMJOsQ/fu/6x/8tHduHiXB4XF8qwy6TaVcx1/+G9e/H8eFb8QmpKByZSlAGrSsCQUW9IWpmjfdvOboQtU8DdD23tFODxnu44Li2XW80Evr92NVNghpUxX1265lrvcC71kCag7mcnczLWJgPjKqMcDCWgPjFloiKJ8JWAFCa1hAHFWKlzTovqwId2dWNbKoL9GTIKrky4rzayf2RrdZHfYeIvMPGr/e4q0SVv2w93lWS2dJXx94+MpPE3F5ZQqpLdUXHgcMz0XSWW9ueH3YiXS0souY4kAsO6ge5wHF2hGH5oZyfu70vgxLJiaaE+92gihDP5IpbdEjpCFnqiBJnYKDAo2cAYl54tltERMqXx4egyuxuL6LQs3NOZQnc4jIlKFZ+enhNZn4iuIxOy5NomcIUzL1JajCP9bWZFEqguzCv9USa4gdXEnQT93NVtwdYoQdmQ5CHxFzWfBYhgGzaKRE0LmVBI5HsjuoaiqyFbM6AnSI0DlezLpGFWonAcB3aphkKhiKXZJRgxA1OhBdihOKpCB62Sfp0hspLWEdOjKNdL8nzh9pfdPAYM1TU6VV0WoErKjDXv63K9hvHKEjqteLPh5WrGIkBXKC0vWoW/r85iurYoRYzg0qcscsZKoeCyo9NEhxlDykwiaSi2v4gZQchlF7SFmldVHb+cJwEZxdBpri+ZpQA2CqgS0gghIuCkjkI9L+wundbafElg5UYJufqi5H2CbdG4HQJkQlpUtsUi0Ip9ylOD3DaqY3c9o9wSO703skgksiLRy25zxjRXrlwRKWsmd9sTvTeDEvv1Es8EMc0mU+Smbdqmbdq3lwXxTOA7E3R//PhxbN26VYCaN7qWWVoISWSETYQ+TNUrrQGqBGuu06ghbESvCuPUdXr+G5vIpCKESrUMukBSB/DBoWRmIRhWgCo6i8AtYEdDq0MjKxuBLqtMGElAv2Kd8RBg48XgIOfHKWqbhnhDYZRB5rr2itT6XkcA7IjoZNVUEh/0YTh/7cw0K8E0bbJD62w3ANS0m6WTFr/1cwWS0cV/r9bLV5VmnJubw/FTx9BzOL0e3T86I1EUXTrSq9segP5wEgc6BrEtlkTKtDZsJg6sXK/4zIdtjeUCfmaMowrwgrdZ9fP+6Np49IHBJD47lsV0sSoN2yEB66jPopS/EfA6GQQ9nM+WcG6uInULxnZs1L29NyHytP/lvXvw1FhWACu98RAe3JoRYMOZ6QKM3oTEhZzH5WJN4uuN7PJSRWJJx2fA54ssoGR//95DfTBNHb/zxDj+5pVZqUmx4ZUgheNTBWlYZdOH1GjI+slaRh3C+H5kOC3fZ43i0lJFYvfmOWBjayaCLR1RAdSwiZc1EPFfy64wxaSiBhbKdezoisKyDBlfKmwKw6tN+QDf9x0aGkI+nEGksYyDRh3VcgnFwhJyVRtPzEVx/HwYlwtshvAkR0FwRzgWEgaXgUQItZkGemMmzi9V5N97umJYKNl49PSCjH9LRuW6GV+fmS/hq+eX8H1HBjaczxXnPxXGdx/ok79zjk5MF/AXL0zh/HxJgCpBkwGBLTw+hstbu6JS23tgW0bqIIzN9/QmJGcwV3SkYYPNNWxI4Ny/aWeXsMesZ8+P5/DZE3NSiyF7P/dHtpiPvTAtYCRRCNgAqPJHz0/iedYIWa9teCi5DSRjFkZ64uiPhzDaEcGFEp+jivGUxu+SsZTxaN4mCL91Q7BGp5iTPGSrG8czvA/ZQMzX9u3bJXcR1GjIpsV9BIoHjGt4Dfxd2K3GFpl4nbLf37JglZvhCDFpw5uAaK7rpZTbyHSflI0uSJ2MHwGaUz5to2jzO6OuZgRbtGytrBATIqdPnkZuqYCdh3ZAi2jSMUS2FVK48fOp6oTSBPQXWeFk8eqYrk2iw+pY14HYyPj7uzq3In9hCpHBTsTicQxGO9AbTiLvrESQ0qqNtU5gixYaKDTKqNo12F4EdTCZHMFoIopdyQRO5wpoeK6gobmIrcPmtsLcqyzGar4UUKjponkbP5CY4Jmfn8dkZAANLy/jbYGN1EOXSV1uQ2Rx2pj9EqaHf/32XeJsBECZayVt6GAEGoOrnaVAFkbRkLdo3fqSYdwzshYZ2R0Gvm/YxifGNCw7JlBTHaopnzWFpqi8SEntopeSOpGQzPHFbEW2f89gUoAz792nEpGBGRqBH8DxmYIsXpToWQXUXWP0Ty5nq6KpuKcvLs4GGWMeO58V5OyfvjSDl2eYAOWGHFlIOU4CEgh+YEOrfKQA3vJ3yudQligTM3HvaBr/evd2/MnRKcwUbfTFLXEqSZLIxd32tyEcMZSSyRCFmhCwCMdCp09YOfxzTCAMNSGJZA0cFDqDBHYQJZxOpWSOWAj63KlZPD+9jLThSkEjZ4bxhZkChjIx7Ojsgesnven4LVbqmC7UBKxyfKaI+aKtWG3sujDxCKOOpePETOG6wSqBEejxx89NCqL62GQexWpd5pHo37u3pGU/mbiFB7Z34h+/eduK3yYjFt51sB8f/+Y49g6lYDsNjM0uIZWI4sNv2Ir33zG0/nmtN/C1M3PScdsRU3NlmRq2sTCzUMKx8Rzu27l+cvex4zM4PpETkAyT+KTJY+LfKVaxZyiNJXY2p4DhjihOz5bQnVByYWSw2TeQFDYYAWwJ+E1t089Hy/na0nX92vPszqCzy1eQ6KVTdPnyZXkOEJ0agFuul177Ro37FemAW8ARohNEAA+R0Ju2aZu2aZv27RfTcA0jQySZVPbt2/eq1xaCSt54YFheZMhYD6xCq1RsTC7kMdS9MViFY0hGdJVE9TuxAvCC8s01LCwtI1O6hI++fxCXnA7kqnXsHUjhkQN9iIVMfObFCXzl5IwkX5iooRHUfH62gP/xtfP45fccuKHjG85E8Uffvxf/88svIdy7Bd2JMN65r1d8pxcmciu+S5+0PaJpl8Ns+CCcT708K4m30m4HD/nsbu/b14snL5PJ0BZwBZNMTPxczcgY0hKo2eA7bWwda4VnW8a4lp2ojGsnHOVItzO9+L0TzaaAoJ4e+MT3ZDR8YEeXXFfXSurSCHwnMIW+neLGbm2PABP68u37oXFUb9uyftx9Z6iCE40sLptp1NipRfkeDUj6bDeKOQMgbrvgkvmETSMaqg0XU5W8NGCwIWJ7KiyvdiOjJ4Eii3lb5Hoq61DOrzYmkeerDrrDFoYTMaFmXqjV8M3lPEaiETw6O48iKbEJbiJDpm1LpyRlenicnIJ2PldCq8/lC0hbIUQMHX9vewbzNQ1HF8jS4WGYcktGGY4GFB2C7Bnn+/Omadgai8qJmiBLoBlCzFCsOepzF4t2bUVsSRkdyvfEw3EkIgl0dnXJeV0oZnGuVEY1vwzDdhEJh1GMWJizNOxNpxHzLxrep2E9DLthC7DD9EzM11Sc7HqOSAAJ24keQs6tIO9W0XMdYJV2y7lFjJWnMFcrIO+qruScW0ZagCkxyWdYuoWBUB86Qys7yAhaiRsxkfKJa0zyluE0HCRCCYxGRqSJZz3j93k8YQJVfBYVFnkIgC/UC8iYnete9yx25RvLUsQJISRyPkr0h927dWFTYdc0C0xk3uUccX74fR5XBFHpeA5sRa6jKZV1fSk63ptM5PJFuTfSaweJXnYp0trB+N8qP57Pilshnglimk3w/aZt2qZt2reXBWsIazRkQp6cnMShQ4fQ27syN30jxppCCBGECPYVwOv65gi72rXHp+T6NvqGh4sXVBP0kTsPIdPZ4TPHE+SiflQn+1pzxW+BSDwyzxOwsoZn/upmaRFMX7yAju40uro6xXegiNGNmsgK0dHUVB1LwSgESoGoHke5UWwCVla3JbeDWAJflH7PVa29N/sqRl+W+dnz589jx+FtKGnZ9cdPP9UwUF3t03vAkeQwupOdTSDUtWKakC9jtHYsCmQdAO7bYyf6/Pf0rK3RGF4Dj4SW8VnNRE4PqzqXxCJk1fcbvX05yPm8i05KjyZDAmZgDYGghzeOpCX+fds6OXbWbp66tCT1E8rnsNH3asbLlzI5rEEc3pLClo6IsLV/9WJWaixPXMzicyfnm9vhd8/OleSYGY+FTNYUoRoQfFaUC/Nl5Cqu1FHYEPwf33MbPv78lDQ3s941kA5LDaRQdVGsUApIycV4niYADwI1nh1bRtwyMZCKSNMHQRuMeSnlwxrNwcHWMUwValLT6kjGgJSKBwhy+NLpWXxjLIuY56AjoqNiRfDlhSLSyQh+6K5WbYMxe0TTMZ6rCVjl9FwRE7mqAGrYNEMGUwELxUM4MVOUxlmqEVyv8Zz95YvTePT0HI5NFLBYsjHJpuKoKYz4BOcQPEPWk3/x9p0rfssY75E93RjPUn7JwEhHGBMLeeiWie/a04d/eP+WDZtUnh3LybnhuOXa04CRjogw7b80WdgQrHJ0Mi9AF9YZWdehrI/XcLFQqGFXXwKeaaDWAAZjIUyUHCRDZBzSkLNdiYuVkgG3ROBV+7VGZREN3ddQtWg3MmdR6YQv3qsB6wqBi2fOnJEmrCCe6ejo+JaB5G8ltsjSpgzQ68voaNAJeuaZZ+SCZ/fh9VLKXctkUV9BG7vqYUKGkWvkxejQ8Dt0GNqRqoHbcO7MOTjlOu6/7/510WVkUXE8MiW0FmL+SYo7Og6leglJM3Vjx0VZjbqOrUYHBjItdGHKCiMTimKhVhIdZpWOVDrxsgj532uXjCFKlS7bol3B56bO4/u27EPCDGE0pWPGqQltNC1pmRjSEjidp37i2jGVyg15ALana+lAuqTvYkJTZIeUhnzJqYtTcLA7tmH3IR9K9913Hx57cnz9OVATgail+xRovn54SMf3DFByhg+2ayd1A3v3gT78+dEpoUMLuji5Xf7yJx7Ygs+enVeSQFysqU8YNfF/f/celfhtMxba2Ul735Ye/PBbd+PkXBm//9RlYesQDUW3IS/O0v07OoW+Kxkym6CYHg2YLtWQq8WEbm61Wf4cUh6oMxZSxYLKtZO7NAImJHet67IAXlyq4M9ensNZX49eseMoBhTSvAdMKXZj7XVDoMxs0ZZELjtY7x4hslpTTDAlG9P5Ks7MleVzoUzziwzs0qRzwO8EjgeRszweOj+kKOf+r2QrIl2kukeVs8CEZfP8M7mvm1iyDQx2dQgQqFCpAq4NODWcna5iZ7SKrpS6xuQa8CnyTs2V8NxkHnMlW8bE/RMVPeQn0V8NGOLJi0v4m5dncGW5gpqjKPmIpKbu4VNuHfds6ZB9k7FkPXvnwX5hUfnyqTnMFWrogokfeesevGlPX3M8+YqD2YKNdNSUQg6vo1KtjsgqmR6CuHitEUCzkX3jwiISEVMcRI6Z9Pz9qQjm8jV49Qa2dscF7f2eg33S8UyUNs/XO/b14C23dePffOa0yPEwJdwO/uMx8v337H91gWx7opddG4GOIl/tOoqBY3Sz1oqNKPW/HY0UrEzs/l10Z27apm3apm3ajcU0lDJlIm/Pnj3CEHmzntWNqxTymUT4yotX8CNv3xgswvWtN2khHg2JzI3jEupNn0FHyDLRk47gheefk7V327Zt6477qTNzAgoJgCo0gj+YKPnisakbBqvQEhEL9/YCb33ryiTRG7d34k++OS7MgGT4Y2JN0SgrcA0H3w4U4erNGIAA6c+cnBVf8t+/a4/4nUx2kUGRrIz87fbOKHJ2HflV0jeBRWKmH+sE3ZaaovbW6mq/GhkkKLfiSeLsvqHMmngg6D585ZVXMDo6KvPaOPPKmu8EMVXMNETiNfC9ubmeEPCWTlw3UIXGWOvBoRQeHcsKwEc6/DxP5jEVMvCmLWl8cTwP29cYYjKL8dj7t3euuaZYoKDv9Y/uuh1aPI1XFsr4k9NzEh8RpEQvk0lcAr4P9Oi+VIwaX8ywkG/UkbUrAlZZz1KWiYpbR6VB+RwTRWG8uRZTqwJ+0CdV16+B7kgEC9WqgD0IZgmEVQKK7ioByb7sT3u3WWBVSpTaNrZEI9iWTGBPh47uqIexEqVRbUzVXExVGf+qfQfnKO0XE6jRTd83zi5Rz0POcaSrtFx30RkKyZ/8jNbeU6u1sx5ZFryQhZF4Jyqug2qthkbVRt51cbpYwrZIDPW62yZeQ3B4A0vuIsoNNjpQKNeB2TAQM6KSZ3g1xuaay6VpXK7k5Lik0YTnWWtgyWGSnDJNFsK6hYS5FphuaAYGw4NYdsn2UoDdMNAoNLCtc6tIHMmxUzK0YUuRhcAbFhwUG8pagnvmT6T7mSCvdY6J8j91gnQQErYbbkdyLpQC8pjg5L1Mmv86okjABsH2dSkihbUodE9fA0trZjPYGKNZG8oWXcsIRhkYGJAXjzmfz0s8w6If6bXZfRfEMwSz3awY5FZjVrkRebxN27RN27RNuz57LfEH2e9pR48eFR+UNZqbCSxcjwEksJXQ9PWNa1ytaov053o2OTElINF7771XWM3W3T99erG18+RpDWjU57xBa7geSssVDK6qc5ieBQf2OqwoVzf6P1WUQJ4ZAl/oM3maktsMjsNrhFD1Kuu6z/QH6BetVkIgiDhsKHaVoGYmPi5joHVYVbidEydOSIzLxvJapIxSbX2wCi87Khu0g1WkmXyxjlCypapwPX7KSDSDF/Vx2A36eWwuVjUBHveueDcWix7mqq0mStaY3j8ygNQqZm4yebNG0xUK4Tcf3oeJSgPPzC/jlWxegdgbgSQk2V/CiJtmU2YlbGoYTIYxXbRFunVoAyka1qXITpKMmFJPWmiL6daz4KMoqeCFhV9HZzwk8dpfvDyPC/Nk0+a5YZMAgUmqliSMnHIOgxgyQBsRkOAJwzm/9/Dubty1JY142MBjZxYkt79UtBXoQ+pRZEZXgBfGsGRuWarw2tKQiprSEEsJm8lsFUtlB8VaHZcWKyuYRPm71Y3TpmlhuuQhmUhgSzqMbKmChuMg3Kjg8mwFL5y2sb0vLb55YIydJvI1PDNRwFzZQUNXcV5n1MQI53s9+pzrsGNTefzVS9M4PV0QJvmAkZW1qCcvLOH+rRmRH37bbd3r/v7wUAr/4IEt+Mq5RVxZriLuanj7/n5895HR5hywOZtzxFreYDos1yhBR0GT+ornsQYZx0Z2YpZANFW3W6y6KLsNdEVNzLl15EoODgwkMVlycF9fHIMxC+dYu6GiQUcUh7tjeHK6IDFbAFRpxZwKlPRg36tj/eDY+Rzlizki1u8JxueLzcW8p1m/Ceo0bEb+TmNWqdfr8pzZZFZ5HTlCvMBd120m8m52AS7YmmJXWfneNfNhfpKkXgLCHZSSaW2LTlS1WEVEi+HIPXs3XGw3Oh7lYCiM7Ksx3rBBgbV9X/d1jeJLM6fgaSXpG0pa6jDtOjXgVDdfrc6uQir1KdSrbM+jjIqL0/kFIfl5fmkeJrUZLYWmdL0GIiEbg24YU+Va21woIEtvo4RSWEfB1aRYHzhD5WINqY4YDHb6GZokhvlgf9/2TnRFrDVFWDrEfAgePHhQnOS7h9P46iV2TKnzFXRS8t+UsvmtdxzAX788IxTfO7vieN++LuTOviDOKZMf19u1xAf/P33rdvz24xeRq6rkHMf53oN9+CcPbcWP3zuCR8/OYyJXE4TtI7t7mswfgc3OzooTx26qLVu2yPk4MpTC731wP/7L18dEe4+gAErPfOhwP/oyUdFMpNGxoHNAsAZZLbamqzgYiq9Ba/L3jgcMpyOy0NnrMN60O6MBCIXs3nQm8jW3ifAkgvjYdAWWpqHq/5ZJZl30DZveT1PLsnkpe5Drgr8naOfpK1lhJPn8mQX5LmV1COyhfJLI2eikwlPoYYJcuND3JUO4ZyQt7CNXslVcWipL8ptJbxYAHju7iHTEwkPbMzKmXV1RfP1KDulwQxZ+kYnKVgW5TNDJpeW6j/rVYYWi0Jw6qjCRyynKxdPnLsG2orA7dTw96wmKluhnJvU5L9MFW3WiOo0N6dw2MoJC/uCpMVxYKCs9Q4Jr/M5lvhaLDl6azAvQ48hwCl+/uIyzcwR/6Ng/kMChoaQUex7a3Y0Hd3Whart4+qkn8MAO1UXIYsNfvTCNL56eR77iylzfuzWDH713SEAlL40tCxq4CWqpuuLgUBZoIwuCkeD7Lap4dc7ZNW0vV+VYfvTeYQEviXyaf72Syo/7IHFNhfJQfpc2z/ftg0npll7PWGjiOWcxaSgdXlHwWs9W6ygGiV4WT9ZjXXm1ydngWXorOEIBWGXTNm3TNm3Tbq69lhiEsczy8rKALF8rQ+R6logpXXAB3vrvCaDXjygoJXg143fvGY3jixfYoVNFZzqq2BjqHsq2g/tHTBw5cuSqhcONOoikw+0GOp3ajev26ngmSBC9//Z+/Mk3JyQR1MqxkkUFAoanhcMmwmEDacoq0qfjNNjAl88t4CNLZfzLR8/i8nJFfD7RenYbmCnU8LZd3fja2LIkBZtj0YA3bctguZTDkh4WSt0gpUS/jpTMdZdFcyWLSExwTyyEHz7Yv2H34YEDB6RYTetPhHCFiaVV8QztkW0ZjKSjeGoyJwDvewaS2NVYRi2nkkHsWrre6/MH9vTgSqGGMwRQs3uR14+l42fvGMThnjjeOJjC0TkCMTzs6WSCK74CbMOEC+MZ+lx33313M/Hy5uEURpIhfOzMPC7kFJvnns4I3r0tCcOqNIEqlMQpOjaKdVvYUnojCUTXYfdYqjlImCZCui7fu1rxIjj3cs51TYBHtUYDUcMQH7pYr6Ps1sWfJRBLsaioSb5W2SOq65IIZkflK9mcALEnymXZNs9l0XEEmMPzLr69P5JSvYHpiou+cBi9YQ95SvvQV/WlkET61HXx1OIc3tjVK4CViBFGRA+h2qgiqkfknLKQUK5TE13DjE0mEsWKY8QjCIH+t4e6UxfJIK/RgKO5SEYTyMVDKBlkdIlg2WbUw0aYutCmUxI5YphImTdG0zxRWcK5UraNmZUlBg8UNuV/ZFjpsOLYHulTLLHVZdRI2a+H0WElETUisHQTvaEe9FjduLJwBflivglUqdZrmKjOoFQvy/ZY0OgLdQsjDRuEAiBJYJQLoHwQR3EtUyNUVPYtRl11BCxBUBYoDMV8o4ozvI4Y8yt5K5X+X7m9KDb2t3nelJQQt9BGUb+O8bP16LX5orQCn4FM8gaJ3tdCr30rMaswpuF8bNqmbdqmbdq3j7EBM8jFkVHlZq8pV6uBXEeJRsazNJ9FIhlb+X02h9ZqyC7mr6MJ+lq88a8upgnAGO0WQhQi1tJkMVH/3879r2Q2FewiYHUJIClkhhOgL0r+NvRWrt/QEK5HUGNGv+1w+J1KvkzULQzGL+KZqi9U61Xx1QgwJlCF4F7uNaonEF4FVuF8spmY++ec0j+puCZmMbnuHHA7h9L7MFGew7KTR9QIYSQ2gOOnXsFMZEbYtK9XGpcylg907cDTi+cltggaFagqcHfXKO7u1HE8m8d0pSpyngczKfREwus2EzO+ZSMJz9GOELAt1Y/h2TCemluW+IF1gTs7UzBtszlPrC8sVVxprCWIYjARQk9M1RBWG4EdlHhhjSZXaeuoCOZllcwrP+dmCCYhGGSrT9bCBoCXs6rBgql3hrv8LeMUskQGGA8JnduYHvlPMqWQuZ5sIWTCJzMLgSr5qiP1Ataa2PzB3/EYJJ7x5WZUA2tDmpCZr5/IVnBxsSIgFeYK+Aj4+qVlaZz9gSMDSlIoFcaFpYo0o8f9vP58yUalpposjvqMNAwxI1YMullHRQuL78fG8rEr46hYCYyOZPD0uIto2EBPXMlDRUOWgIPCuo7lsoO37uq6MVaVegN/+PUreGk8JzWmwIL5Zw3n6HhW5HzYjEtGVwJ5ON7beuJStyEA5eBAUlQB+P5zzy5hz7aUxMycty+fWcSnjs1gochmeVXb+dF7hrGjOybSRSLzG8TGbkPoDniNbGTtpAAV5huCzgv1qeRhOJesv7xhIIF7RdLIa84Lx8U4OOQ1UK23ohqe6Q5Tw20d6993PJalWl3OfyZiIrYKaLPayPLe19cnL4mTi0WJZ9ikc+7cOQGrBPEM8xevZf24VZhVisWi/Mma1OvRvqNkgPgAIn0Qu0to3wqgihgRsb7W8FpJvY1vGi5QTEB09adFwy9kWSg6RUUsW6+jWqoi5qawZf/oVXcf1WOSoKnVa83EiCrsNkQrMGbEb2pyNx0KI2HV5eEk2uLSBcaHPUVZlEWMhnyn5LT2HYxruVbBxVK1Sc+sPiSYRUfWruEDW/uxWPHw0pJiCjmYSeLNA504eeIE/t6uKEa2bhfQxXOTOWGvIMKUD/dl18Plgo3OiIEHB9M4tAptTMkfUqavBi29a3c3/vjFSdGJU4up+j4f3D98aAD3j3bKi8b54Lm56GyT6+r06dMCfOnu7hbnhMnWq11jf+/uYbx5Z5cgJ7mY3LO1QxYn/iYT0/EDh9s4z9ZJSl+6dEmS0qvpEbnI/dM3b8c/emAU2YojYBEuNF8by4qGOrsezy+XxQGiI8CF8JW5gjg3B3tXAlZ4ynkI1L4jaGM6X8Pz41lZsNqRu6qA0XKKeK7oQAXzxzGXbEoKKSklLq6iESpsNCsRsk2gUHAP6Yp1hkl6S3cQD9n4zOl5AXtQNoYLJvUdyfDB/8iuwm1EfZq54Y6wUKnx/QN9cXzh7KI4dQSpkHVlayYq1HmfPTWHO4dTQj+3tycuTDDPTeSlk5CsM0Q5c7z5Wh098ZAszpw7ImW5YBvRBGAmMZ+fQHcqhWGzhvMXLuJ0QceOzihGEgbG8kpGqeI0RO+RTtAdQzfGdPToqXmcn6/Icav51sD1lHR6dMI4aYJyLjr42U+cFFkmOnmc96cvLePBHRn8wB2Dci543gjqUowy6uR96uUZ/Pnzk0iETfSmwiJb9PmTc1K8efehfpyfK+L8bAmdCQtVpyGAlof39mJ3/8YL5b07uvDn37giGpacKybTy7W6nJe+jqiAbjhu0vrRVoNKHtjWiacuLMPQmcjXUHPrcoyu7eCDh5U+5GobW6rg489PCv0dt9+bDOH9B/vxwHVKLvGZR2eHLwLCmOglcIWOETuXeU23J3pvhF6bz432Ob8V6OVuhbFu2qZt2qZ9JxgD1CCRx8D9ZgNVaG85MopIyES15ip/IUhsNoBI2MTDRzaOR/LlGj7x5Fn89VOz2N6Zhu24kqRRIF8PD+9K4t/++CNIp64O1n3Lvn78+TOXULYJilVhK/0wennvOrS+ZOGrjWckCdahNOsp38P/6GuUSo4vW6nMtutwbEMogwOjf0w/9LGzCxjLVkQKkkAWGn0egnRfmSrgD9+3H39zag7nl8roJujk9n7s6Ynjsccew8MPH0IVhiTKnpjIYqJQw7Z0GHHDwIn5kvjU+3sTeOeOLmHn26j7sP1a+JED/fjNb1wRf6mdsjoVMvH9+/rQTfnPnV1yHdEvKRbDGHNrTa1o+jaMZ/jn1RLwlOj5tw9swSvzJVzMVWX79/YnJIFJ29URldd6xqQ04zEax796PzvSEfzre0awzGQnIEktytBeKlWkK5HJ5NlaGTYlfhsuHKOB88VljMbSwgDabrxyeD6GYxGU6w2Ml8qYq5JxY2NjSMSkKkEhgRfE7k0VYysWkIBRpb2LtGWr3/NQ9rcVb5g4VyzB0j1hRCHYnhJDtHYWn5YsrY6BSAzFuout4Shm7bLI/jBGJXg+aVlImxZmKhWcL+ZxqKNLCgOdVgbnS3OYcvOiN54yDWieiUrDFsL4iN/RTPaaSr2BTDSMDgLQLcY9DiJWBMW5Ama0WVghC7FoHGZYQ6lOJleg7DlImjq2RXok0X+95jbquFCaVwUBySIE+RBSo2sw/aMnO81YeQGXKtOIiLSWAc/NY8nNYktkAEkzsYLVMvBXGWderkwIUIW5ESZwKWc0Xp3G1ugw4kYchXperiPOLYEknMe0uTFQizI/7DYmq4zu53WESQV1WFrYB6oollnVobqyUYjng1JKrghC8QjV1ddo1FGvNRCmzNPqK4ba8F4ZVZQlL8TtkdklhgSM62RhWY9em/HMzMwMzp49K4Wc9kTvjSRqb5UuRNqmDNCmbdqmbdq3j0lD4NiYFBylqL9jx7dkPQlrEZQ9VdxbbVxPr2Z1z0UkbaFeCTVZvKVY73molKvIL5Vx6PbDVweQ8ldSJwoY/VYiC14Nq0q7HOya/WmEtBpNHyMAobB43RoTj0M1CgdvBw3X9GNsVJvQlsCPCUC6cSOBaCOOiqcY8EJ6GHEtiVp5HMXlKg4dPgy34aLkFpGvZ2UcCYNFd0MY6ghsYV0qpq+sl9A3YTMx/RA2EwfXQsSIIWYkUK6vPYdpK4POsHrJGP2YZtfOndLcy+uLPg7jGdZprsUsNxTtwHsGDmG8soSaMBbG0R9JN0EAd3atlfy5WjNxYPz9m/s78cbeDPIOGRANKfQ/N5XH5WwV6bCHS8tVTBaqkrsuOQ2J/7iJuwZTbc2eypjjZy2EoJD5Yg1fv+BKEzTLASuvhRbLBn32ZYLek60vERjD2IgeJq8bXgHsq2C83lh1qTYbyH0meioGMT7jFZiK2Pjb47MCetjdE5N9cjycaopP8N4RoIPFmoWHnoQlzCCMkVmD+dypBZEMilkGEmEdo50xiW8eP7uAB7ZmMNoZxWg6Iq+nLi9Lc2sqaqGLjDSeh9lCDb2JCJLC+u4JIIfxbySegEbGlfwVJGMdGDDrmB4fw7Gihi2pKHZnTJyYd4RtnjmGQtnBG0Y78PA60ktXs2+OZfGcsIz6d43fJNLeLMI54PH+q8+clvpWOmpJLeyZy8t4cTKFH7tnWGpRQY1GbUf9+Y3LWfz3Z6gC4Uktik0sz1xaFlaVj7xhBC9M5qXu0RWzpE63XLGxvy+Bw4Mb12jYNP2NK1mp8xhtbDrc45Aft/MaoOQvTTWatK7pPR0RfG26CNfTELdaEso1u4G7OqPrPhNJJvDF8Rwu5DnfnrDR3tUbw/39ieY9djXjNgnQ4Iu13KB5i3Ua1mPJwsLnR9BgTCDLjdQxbpWYplxW0nabzCq3uFWrVUE3ctFiIuzpp5+Wvwd0czfVGtSadtZJTmmSGNrImLRwUUMspTpwWJQN650Yn5jG4twS9uzYi0zvtYusvBGHIlswVr4oSZpgGHREhiIjkoy5mcndK6U5SQ4Swcp9Ve0qjFAbklAcM5WcjptVlFyVxAqojaNmCGW3KKwq62mzMxH20EAfHhpYuVhwu+dzDrJzRWHbeNuOLrx3z7WlQDbqPgyMxfL//K49+NWvXMDl5aosdAQ1fHBfL374kAKPBAwWgWNIZySQEGGymC/ug9dXAFxhAmi9h95IJipoyOs1ngNS+fJhfNddd61LMxgYmSj4Cow05M9P5wWoMlmoiSPA5PW2jqggds8ul4XFpa8tCU7wz47OGJ6fzMmfRG1eXCpLlygxWUEiNTCuX1zMhNWEi31NIYPJfMKFk4vlkxeXZaEOunUJmFG/DdiIVrTxts4dQUZlF0W7iO2dEdzWo5KTPEcidUSVLR/AIQwhcrl6sgju7ApjPFvDm7Z14pWZEvI1B8tlVxhOyLSi2GB0pJ+6jJ9+YAuOzxTxzStZzBRsn37cQ3fclIWc+yLiNxUh04dCrFKT8cFtnVgolDAz3sBwV4cAVGr1BhYvLyJs2Bh0ivCMKoqehaphYd9AEj90pB/RVbI6VzNed09dXFZdkCtMJc3JnkIjk8hLEzkBXRFkc2AwJQwkBMkQ9MEO4v0DSQGi5Eo1VFzliPDfj52al+tmwNc2JPiJjsnRKzl8z5EB/Ozbd+EzL09jbKEkDuJ7Dw/iu48MXtUJ+K6DA3hlPIeTUznUnDoWi9Sb1LGzP4Vi1cFUrobRrih29a4Ppnv73h48fWkJT/PYOeeUJrM0bEkC796/FqySqzj46FNjQj84kAoLsImSRn/07LhQJR68itN2tURvO712oKM4NTUljhEdhSDRe60g6Hrp9b8dbDOxu2mbtmmb9q2z1VTJ1zIWFwkmYIDOdSQIVm+2ZZJR/NT778TvfuI58XUCI9vHR777MHo26JZZzFfwg//xb3FqfAmO48I0ysKCct+efhzo13Bkey/e8dBd1xWDvXlfH953xwg+dXQcZQKgfV/x0JZOfPihHa/quDhnAuJfJV3B9whwJTCnKx4RCZTpJbsJVGEySUAJLBzX6sgWbWR8amYmjOgnidSNL3XUbgS/ZKsO+hJh/OKD21Z8xv2WPR3HF8sIhSz0xUL48IH+ZhxE++Ce9Y+FcUcQ3wbdh+328JYO5GouPn58VrrQeK31JUL4hbtHBKgS7F9ouxsN8WMYGwUSIgT2M8nLxCvjjSDRux4Yn+M90puQ142CrphU2rdv31WTQwSpBEbGkLQVxlKtgrxrC5sL9x+3QugJJVBruJipFkVmtj3x1RMOCXsJgSpk6RyIkSGE7CTrc6yYbRI4PMcExNCvJyvL7mQcL2VdFJ1Wc0bjuvpng4Q/MFOrIV030BOl9It6n/69lDIYCgVdkf6vGOPQn414OnKui53xlEgA8f2C7UqX2jhYBACW7XnEjRCGY1EcyxcwVWnA9hRAxNJdRE1ey+y7JS237ndJMoZiASGGTjONRbeAagPo6urHcFcUWXsB1UpFmF6RL6BBeeNYGNGwhdFYhyTzb8SWnQoKdYJzVPGnHZijkrrqTzKxFlwFTooaJoaiScT0KCqNKqZrPM6YnCnHc+Wl+R2IObcgkkXCouLnGXj+S/UKFuxlbI+NwNIsFOoFKaSQUYVAFYJYNjLmU1JGB7L1JbjkxPGBKmRn4bZUEUZDVIutm3PhfZPw0shjeYX0gOd4qOVcmIm1z0UWjMooynZV8YndzsxRNJBC5oZjiXZ67a1bt0piN0j0MsfAf5Neuz3R+3qSAdpki9y0Tdu0Tbv5dqNrEYuM9C8JnGRem8Dl9eoNN8MiegLVemWN5A/X1bixcT7d8bjaFmFGNSTDMTieI78pLVYweWUKgwPDGB3eel1j0D0LDWlqXplB1zyryVxyo8a1l2v2aqNwpgKq+L6lbSPkg/7XbMMvUrcbxyPMLKtYaQJ+TXo+UQJWVrPBsfRjkb2PrPsGUqEUMtpK2c+rAT3YEEjZD9ZX2q8n/n00ugPj1csou/TZlL+aMtIYjLSaJ4J4hi9K446MjDQlRIJmZfqHjGWCF1kbVlvEsLArsX5D5KtpJm43kcAJt/a5NR0RyR82MlCahqAU+v/bMhFsS0UEyNKfCGPHKiZx5rPPzJXQn9IE2MFGzdIswTysVa2t0VD+h/GCqtHUpal5sWTL/u7flsGnjs02G0L4ewJRhMmU51RkL9cTsFL7IQCDLCGsk6h8vvomme+DRpegG5l1FVrN9YS9/+x8Cdu7Y9iSiQjzS67iYjZvY3ypqprYNQ3/8Uvn8SuP7JL9fPnUnDDns0bD+K07YUmMy5pPoeagI2K1mpctHXcNJBCLmJi46EjsONqbQjwyjPmJZSR0B/AKcGJlLNU01EJh9HXE8PfvGULXKlWDa9nzV3IrJXfagCrBpcwxnp8vYbpQk3zDrt4Y7tmakdkiM/7zVxTzCuexUHVQoJSQP5dfPL0gsehOvwmfAqys05ybK8p8/fQDI/j86QW5Jph3eNeeHrxzb8+KeuBqu3MohZeHU3h+Ii/xbbammEK3dEZFqeL8UkVUDLYk15+LHckw7u2J4dn5sp8D0URFIQUbD3avve95Xj59OYtz2SoyYQNJS0fBaeDLkwW5Du/aoBZ0NWM+ifkJviSnUi5LPBPIZLOhOIhnmG+4Wv4pqPHeCjFNqVSSY/uWYBq+Dcz8TnCEuDAxkceFaP/+/a1um28RWIWLslfX4PHB5zOsEEWrNeiErD9uOk0EqsjCQh03orksA/VGHdFQBHccuHPdrn1FDdyilg0saaawM34blpzFJlVuxupC1Hj1Wl4bgVVKdcWKQuphm91dptK5CwC6lm7In0wcGjqZNvjA1aWLKqQb2J/uwfFcXiiPrTYnTcAMgpRde9wn50v4nbM2psoNVI+dlffYxbg9HUUqbKAzZmLfYBzdCRMd4RC2JeLKCbtK92G7bcvE8EcfOICzC2WRsdnZGRNNvWDOee00ZW/a2BF4jkgzxxf3xcQP90VGHyaUmfgJEr2vRleNjhYdLDr2HP+NUvaOpjiXKTx6flHQuqTBHkpaGEyEZX4W6bCUnRVgFR7bW3Z0YSJXxfnFsgBcKGlDdhEeI0ERTNwLoQeBKiZp/ciMoYProtC81T0cGkzibTu78eJUDk9f9hGnnDvRQFRUbYqpRDlC690qzY5G14PtKmCFkjVSSU7+LmBlafujKb2jQC11AZzMFByUbIU8Dr7H++7zpxcFpUsWGDple3vjuLRcwWzRxlTOlsWex8YOWjpzIn+TiSAZNsUpODVXwaWSjvxYFs+MZQXEQmuEo7CScRzoNeA5FWEn6a7N4vlnZ5r64fxzPWd5tdFJC2ZEgb7UhAVU4dKtGTaQq1ECSzlF1E/kZB8eTGOq3sCxqQJemcrj8yfncXmxgkoV+MT8SbxzX484iET5thuPYyZfw1zRxn3bOnHn1oyw0VCeh0w917KuRBj/4rv34qlzCzg5mcOZ2SJOz5ZwZo5/FpGKWKIxyTlcz7j/H7xrSGgET0wrbcX9dO4SNXTE1jpPL0zkBahCcFVANb+1M4pzcyV87fziqwKrXI+OIh0jPmMCHcXg3K6+328VJygoJr1eEbubtmmbtmm3itHnYgc8ZSdvv/12YVRhYow+4bfK/uUPPYCBzgT+4NMvYiFfRmcyin/w3YfxkXcf3vA3H/3MSzh1ZQnJWAiuCWGKLNccfP34OL7vvvvw7ofvXDeOIyCmWLGRioUFGEIjAPc//fCdeNvBAXzx2BSqdgNvuK0XH7hrBIlV0p7Xa8Hau7rAyqTXXLEmPqPj2HBdSl/6AGjGMwZBsoZ8j37iUr6GtN/ZxKTSm3Z0YS+BGgIIIHiltW36yt1xS7ql2o2xzifPL+JTTh+qL0xLYpBJub64hcF4WKiZh2IhhBueAMEPDaQw4ANkNuo+bDfO8wd29+DtWztxdqksIOHb2Knmz28Q06wG0LZLiBCMz6aPAIzPRCx91SDJuxEY/1rGbRF0xc5DynLcSGxP9ouhaFr8/nm7IsyKlP2hBA2laNgAUXIdATnEzNZ10hGysDedwCvLeZRdsmjwd4xT637Hn8+QokgdZbuMHUS2R9dQJaDHMnFbOo396SQulcrSHbnayF4i6cpVyeLVxs+KlGt1NTR8xj2R/mn/QhtgheeLoBYeP9leOGYCZ9h9GQBugp8UnDq+NDuNHckElpwq0hbzECaydhmlOiWN2GlsoKF5qDQcWJohMXvUNBHWTBTrGiYJ0GGsX8zC1PIgjiIcMqB3ZdDd3YkI79lyAaViCefOncR0ZEz8Xl4X9I+vdU4F5uF3KQfHvJJNhsfKP1yQh5x/r9RdzNTyGIikROKo0qhh0VnGsp3HsptDOV4BIkCoMoawps79atCIqRmSH+H7nVYXMmanjIWsKNdzHbIT2NQsVBolOJ4Nu1GDAwflhur45WdRb2PKeXZxRxBDBZQmUiw9btlDo+RtwKpSkb8HckWqr1ETdhcHNig29FqM9zMLK3wJE2qpJPFMQK/NfEN7onf1/f4tawD7FhiP7fVKmb1pm7Zpm3arGJ/FBCtz/XnggQckj74RS8jNMK73aaMbpXpeJG7oaZhkKDOSsmavZ7L+oqQkWjxN4gLDMIUxpGGSueM2pJLrA11acjvtQA8deiMCTwuAJASwEBZt3PQaTbB/HoNdq/nxzkpWlRXfW+WtWgj7kJS1coWy33XANWSuc1IVRNIGxqsX1X48DZZO1jlDmOBSVkpqUjwfnP+gYYOxxYULFySeIQPcembqFrbFdgnoyPUcYXPha71m4vaYZrWECGV6GIMEYHzGOkGD8athk76RZuL1jCwZdw8m8ZXLy8JKwjijn6wjyZDEpCGDDba1NWCVN2zrxLHpguTVGZ8mowbiEVPGQ/ZzFuScoEZjKQkeNud2RBjTQL6zszuOt+/pkd98/tQcao6qLfJ/rO8xzU8m9Gq9AU3meC0SP+DaYKxLsAZrNNyeNNJqZEdsfU+dK7WJgOWdJqzzbkOaSwsVR7YV7MfRPDx9YRm//qULism0VseevgSm8lVMFWqYzFYlPiDDDEE4i2VbQByDKcWuHzF0nJws4NRCHRNOHs9PlqS2EIuZKJoGQqFObN/Wi/2wcX6xhG4vi+NHv7ECtH09dTc57tWyu6vUA1hHYhNJkOc4O1sW2pl7R9MImboAVjiHf3tiHhcWSsgWG9h66Tx++K4hjC2VpdbZbvyNNHQXa8Ie/48eGJG55Nxyrq5l/M7fv3sYhwbzIuM0WbRxKV/FYq2Or5xfkrzBob4EwtvWJ03gft40kEDOdnE6Z8u5Hoha6K8V0Bvbsub74wUbY/kaeqOmbJvWZeiYLTs4Ol/Cke5WjuLVGK8n3sN8Mb/A5wFrsqzTMJ5hPiNgXWH+YvX9HtR4bwVmlWKx+Lpmv781osqbQCl32223CaqyPQnH5O6NyDbciNER0RrhdZ2U9YzI1+aTzF+wq7UaTMtEd18nQutQ0xHlW/ZKAnORJKoXRkxLNhMyESOKQeP6GTterSOUMJUMS9WuIRyyoBtM0NlNp9Dyx9MQel0umEq9kN1ub+4dRVc4iiOZbjwxN40au71Ew9CD7dWRCUWwI7FysSeg4re+cQXjpQZqsvIp7e2FYl202+JhHbu3mpiYy8FaVAtyfzSC7xkexGW/iLxe9+Ga49U0oeZut42SuhvNV7C47d69WxB+RPMSMUzwCh8sQaL3WiwMNP6eDj1/d/jw4VeVFOJ4idw92JtAPGdiIG6hYDdwKVttIV9XOR8CRNGA/YMp1CZygvC8bySNQwNJAfNcWqrI7wj0IN0398EkfjJsiFahYjWJ4UMH+5CJhfDouXkcGEhgsWhjpug0E/rcLRPBdD7oIq3uMg5mOlj8mUCmBiLBImQOERR323ebenmij6gJQwrloh47tyDo5JLsZ/Wx0lGq45kredEuPDKUEoeHwBV2w7KIoRhWQmBDccTUsLMrLuCRWEjHN8dzIh3UHfJENmkuX8XXLy6hUK2LnmM8bCIVNbElHcUbtg/i7Ts70aiqhOCVK1fEyaVzG1w363Wu8t8HBxN44sJSUwJIzZXvPIrToUA/qgtTvUf2molcDUNpW87pExcWBSxCfUgClyitQ01IgkeSliEOFBlIAiNDDueaxx6M40YLRelYCO8+NIh3HBzAb37hjABfdvYk5J7l2F8cW8afPXMFQ11xTBBtSyae4RR29sQFKPO5E3Oyndv6YsiWXUzmq3iiAHywrDQx240ocR5/AFQJjCAebvtm23o6ijyvvN9ZXCRYJTivvN9vFXo52mYX4qZt2qZt2v9ZCxg0CIykDxt0htMX/FYldmlkRPmJdx/Gj7/jdmFB47rP965mn/3GBfEhyC5Sd1TnpEGvTDdwcsbGh1b5NTXHxW9/4nn8j0ePyz76O+P4+Q/ehR9+y15VvNd1vPvwsLxuhrWDVdqNSZPeRAiXFopIWBoiEcZxLJIrZ5KJLyZ1CNC1XcYyEEA7/82E4b9+ZLd8h11i47kqiPkVgINLf9PDB8iWssoneXw8i89eXESRjQ6NluTMBAHSRQf1motZalA3qCOuyRi/92AfPrgtgmMbdB+uZwT037FKqrG9+/BaMQ1jJnYo8hUkftrB+Ez4BDHN9YDxx8fHxTcim8pqhsvrNQIrBqIpLDtsytAFwEGASt5R/p8w06w6JDZK9EU1jDg6JkoOQpqBB3ozIgU0Ua4iZ5OlhKAITaRpFWMOwSwaatRwh4m9qTQOdCQwX7MR03VsjcewWKuh5NYVi4vGAgi1OVV0fzULQBoRK4xl10VGACUtkMvqUyJSpw1PpH8IWlnO1UTe1WkEzJTKFIU7mUtcnMnnMByPIqwbyLsVAbgTuEJGmZBhoNMkcMNFwowgboT9+TRwprAk20hAR8aKYLpawblSRcYXMSqIG8wBmBhNxbG3ZwTJ0VgTtN0ulRn4vuvJSKXNqMTpFV777U0HwcxQFlko6lsgFr7IpFNwyzCtlLDIjldnkHOKwnQiZgDjlWkkDLKbKMBRO8OO69WFPaY5rwISujGfnHJAISMM26ti0ZuHCVO2EXQj5xvLIuvM8bHgY2khhLWoyACxT5t5HFXsUY1HrLdYSXPDpqbVhSHVhe2u6RJ/rSbxXSIhr3Z6bZ5b3u+URG1P9JJafzOm2bRN27RN27TrNebHCFamT8k8eeCXfyvBKrJ9MqOZmWbulMwcV7M6HL+eo3w7Jizp8zIuSSTjiGtrQalKPocMLsofUZCMqIA1aNJk7L06sP0NSZtCsUjaNRu6YcCyCIpZCQYO/l81PwefaQKn5aiF4Q6KxWTltilFuLKOxn3N1CZQNx0/J63AI6z9EFRMJvKuSBcaui3SkdwG5yTSiOP0ibPiY9x7773XBfRgnYu8Eu373qiZeM28aFpT5n01GP/ixYviq94IGP+1NhMHNpAI40hfEjWnIQ2cBKGP52pK7pSSOasaSWmU7TyytQM1zn2uJqzpdwylcXq+hJPTBWny1MgkGTYQMg0BQVC2le/bVgMj6TC+98gQtnXH8BcvTuG2viQqNVcaWdmEwZiVU0pGFqcSCFz6V0NQumwD1QtoRWOs5UmdpiPCuVsNdmp9l/Ez60WLJQePnp7Hqdkilkv2GhkjUW9wGyKx05cK476tGWGhpJxMJhqCAVsY89NRE33psNQ92GwuNUq3ISCPFyZy6LCAbV1RlBzgqYtLUosg2CMeMaRRd7gziod29uKt23YjSiD84uIKqcz2XP56tbsDg8m2a7AlmRQYsRmsewmDJuV5g/smX8VkTjWPn54r4ctnF6XGRvAOt3FsuoRf/9IlaWThnLVz9rB5mrPZXqO5GpPKesbcxgOjHfL65Mk5zEnzuoE4VRgATGYr+Mvjs7hjJI1Jn4mHEr3b02E511+fLaHkehiKGlJbZFP3WS+GmWodO1f1u+bY8E1pplVAmpipy28JioqzoHyTjPdvcD8HNdUgVuX9zhpOEKvyz+D83QpNxUUfrPJ6tdctWIWLxfHjxyW4vvvuu2UxardvdXI3sGuBVAJrf46xs4oOBxfKjRLC7OApIrvi96SIJcI0ja5vCbqKN+zqOeM4K+PLgFWHQW01UpYRiuKzqkjS1VOJXv67J5zC3Zkd4uANRBLNrsN7u/qkw+2VLJlgVGdZfzSG7x7cuqIzkfb18SzmSjVUhdFDHX3dbRXqR/5f9v4DTLL1rA6F164dKofOYXpynjMzJ+ekrKOAJCOwZMAGGRDBmAv4GieCMdj/fZx+A762r8G+gJEMQoggglCOJ8c5YXLqHCvHHe+z3l27u7qne6ZnOsz0ObWkOtOhumrXTt8b1rvWthBisYVGvee6GK1U8f++fgrvNcI4fnz56cNr4XqIKldj+AVyu9cjRcfzmM9jQZcB/VqP77ZUGJeKdVzI1TFXp2yg4k+GOh7GKw0cchcYjafmqvjWpTy+fmoapycrokxChurd29O4fyetbiJ4YawsRA6freufkNmKJYFNRFfxpTOzYhv00w/vxEiuLtfF9q4oejNR+eyUHBvLVUUxhfwIMoBNMmSW+L+LxZAWkuBpd1cce7uiIjfnk2zI2vYDABJgGBf5dkDAeLEhgQqbCH5YsPKkI4NBBk1k2/pWQr4UHvcHmc18fz6HpBUWDmcrppx7D+1K49mRInpiGioNCAmEvoUkyPDNSNyiEglfg+o1tAiimggifrDMZgOTHy6cfJBox/M0CIq4eAYEpUf3duF/Pj0mBJKAsOKfZ/51kIj4dkV8SPzS3IfZsonRfFUK/KO0girUhUwU3GZ4PWWrNrywz6hmYyQT1SWwnSrW8fCeTuztWXlScLU4TzWViZIExCTwBOB+//1nRnBwKI1kWJdjRim8j9zej3zFwvmZijCnSVyRa99zcdEF/uD5MfyDxxfL6nc11VYYCLY2h/hZjg/eWBKxWrT6KPJ653rE652PQF6b9wLeTxgwMfi9ldEmq7TRRhtt3DwbIMaAJKowDrj77rsXkZU3urC78D4hpOOrI/gzPvKLNL7yHtvokWgEDSlAXfk5f/zXv4g/e/K875nOGGE8j5/5r19BvlLHT33ornX/LCuRVbjWPdBRx+U5BSY1DFwgGlbRMB2ZJmPRiA8ScRgH//y79uP49jQG0xGZTAvwf73/EH71y2dFjdCPa1V89Fgvvv8O30o0AD/vV4cLqDq+toL/s+YvPZ/EMz1VFsVNKRiL8qaH//XiGMqjdfy9R1aePrwarjZ9eL2Fn0CFgUXepWR8TiiyoLd0YolFv4mJCdx1110ytbYWREKqKHBO16uiosIckkeX6hu0CqrbNmKqPk9UuVzN4+W5Cl6asZFvcF7URkq3cHd3EndkIhipVjBWq83bObFwaDIn8VykDR1F08bXJrPzFrFUKEkbQFzX4HqabxFpO8iREE+VHFrEcAhDXm3xPg5mXPked3d14Gy5jJxpir2PkG2aJd7Wwi7PhNFaFTXXRUanqo8f5y939+DPWBCsBaz1poIk8xFRjSEBK8TP4E8/cqAkZ5lI6QbCqoo61RObJJHL1RqmGyRYkIhD8offBKEizVxDwZF4SnJ7no98BDZSzGeoBLWUjM/4mOcFZdZ79LiQaPzrvznRybxLCaY7ScD37YqCSUUen4plIqxQccRDxa3CZr2hBRxkqThVxNUoqk4dEdWQZonpWn7TxFhcG7pR1NyqNKfCykJuEfJCqHkV5O056CFDPkfdq6Oh1JFQ0jDRoJaPqLIEMv2K4UFLM+805W8WnyshIeIEzS7/+PodgtafbQSWk9cOCr2cgg5ISLyPMN+5lRVWgvtVW1mljTbaaOPm3IM5SMw653IKGowvN1ItMoAflyrX16NhTZgDk5oqA8XL/TVjAVoGtf4l40z+LILksmokG0FW4X4euTyKSEZFMh0MM7dQTgJWdPMfRhJhStI1rQYDSyKSbD0vjoaowC0oqkRIY1YWxx5VtyI2iIysg7CfRIvg72gHFNOii/pjtKLMN+ZQq1XxwAMP3BDRo9XK9EYs1lci49PineRc5t6BMv7S7VuPYeJWdMd8Bc4LuRpma7bfy6ISTMNGV1SX2j77GcRwoY5vDefw1dOzeGO8JL9jHH6gN4637e7Aod4Evn1+DsP5uqjFc7eEGOdXfIIGex1fIyliroZffOIALs1WReF0W2cM3R0xn+hkOxjOVlGs2jIMK04KLnOAZo+meQqx1M6eD/tEHCB9z6FePHkxh/PZBuiKQ9UTkiwch2qKTe4XiQs1C89czsvGUb2UOcYyZQIBCShUf+d2s7Zftfx+TIwKrmpI+h98jXLdhq6pYr3LnP2xvZ04P1eVvzNrQK5q4enLJelNBYSRcg1CwJjO15FSFfQK8cOYr+Uvp6DeSsYPBBAe2N2BTEyXXoWgRTaS+599D79H4/p2S80eKYdw2SPrThjIVi1cmKtJH4R8jmD4gMMx7LR2RQ3ph/C57N+NFxrY1xPDnduvz4Z1OfA9Xpksozemz7tKEDzu3xwuYMx00BnVJV88la3h7r44emI6hiuWEFz48NUyPdh2GF8cr2Jf9+LtShlU8VSElELFmwBUFOoIa3IcNhLsu/ARXO9UWQqIKzy2QX7AXGE1CqE3E9Vqta2sciviaicNGUYs6jJ5DiTllmKzirurBWVdGZYxOJNCEifEmhcq2bhLSS81CYKWD5AaXg2RZVi+a95GVV0UCHHx5uLMbX706FG8Wh2RKadAXpdFGAYoAfgJdsUHsCt+ZXGIhbp39g/h/u4+TNdr4kfdH4kue5wpgUa2XrCQ+UVX/2se6s4UgxT5jf97ltK4yLPYcmD/DRFVrmf6cDW4Hik6FvtY5KM6EG+q64FtyTAyYQ2vTlcQ10NCVqAk2faUjtmqJZ6JQ6mwNPZfmyrjj54bxUiuJl6DMtFm2/ja2Tm8MJzHPTsy+Ffv2ouvXMji5YmSLJ5cOLviOnZ1xNAR1YVc8sxwHj+TrWKiZApZgwED/fb4b9n0C7OmRWsUiKIGj3Gl4c7vay7WXLz42gywvudYH+7ZnhbW6Xihjt+sXxb5M6qB8HxgAbdYd4RYQlYoi8rHBxKiksLXJLGFpJil8Cf2fOY8gwhO/IkPunjVu7hrWwpxQ8MLo0VRdxlKh/Hwrg5RTvmT12fgug7MWgj5clFINCwGM6DqiGjStNCaSi/n52q4Y3Axc5z3qsHBQXnwXAsWT8oiBueFyGtHU9jWGcG56YofZClB84XNB5JtbAkq6NkeUvygjzkKP9dwroHH9nQIycduIXKI+2gzQGQAct+uDC7MVjGaq0nw+bYDXfjhh3asy4LNwJTqO4tZv54QZajcw/Mm2WSP87z74skZdMV0nJwoYbrUQEgNyT2DgS/toP745Un84APbkWghvty1PYXtHVGcm61iWzosx4HsaQb4j+1bnW/qeoGJy1J5bSrpMMB45pln5uW1GfSycXOrKa5we9s2QG200UYbmwuuF1wr2Nzfv3+/TLkvXYNvtXyGePddO/F7X3odtXpN1mpN02VSjNv+2PHFceyp4Tn82VMLRJXWotS/+fQz+NH3HUdYX9/mZxDHt+Y0tLugGsTH79qO3iEDv/fsKMpUlGOMWvVVAinvG6AnaeDv3j+EdPRKtYhdHVH89vcck8k2xmNUF1yq/kbwNaeqphSklkOlYkos1wrGbWzav2xm8PM3SFRZ7fTh9aowBAW9wCeauTjB+CYgrrD4W6vVZPpwPYi6MtwQjmO0WkTeqs8TU9JGWOyAJupl+ZqqKwWrjhNzVXxj3EKNQw7N15htuPjiWAHdEQ3vGEjj4Z5OPJfNI1u3MFW3pAhLS9neSFjUTGbrJv56dEZyi8kaLWk9dIZVDMQ0ITIVLVcGJVyHk2KqxOhVp2kL1AT9vBm1mxxWCOu4jROeySSm6nVcLpfx5OysUBA0VfUnU8Xux5b35yOtaegPhzFS8wc8lmfgkwZBJRZa8frnGAvZNgkunm8FuzcRQ94yMdOoSzNjKJrE7lgKF6tZVJ0GoNow3RDyJhVT+Te+BVEkpKHuOuhUwqg6Loq2KWqorcclsJGixRNrBgEZn6o6/H1Q5O2OxjAe8gko3F4WY7WQ/4GYpzUcnvFLJjfhoera6PQUeIorSimBLXLw2f1yqd+ESWpxVJ2a/NRQdPSGu5HRrk+mfSVQOWVpnYaKKiTLqE0FFvmZqMZy3rqMhlNHAzV4IX7iYIjCg6IBFa+EDLoW7UtaBpW9oii2iN20mAfZYifEx2ahdfiGisW8l+Tzebmuec1zAjXIVfm4FeWpg+JuG2200UYb64ur3e8ZB3D4kkoWVIhcrra0WQPFqwUV00TRzrElvuVyTaKK32FQryCLWqB68/L0YQs1hBHfcLIK9x/rxoy37rzrTrE4alVgu+IQ0aoFBjRv+VjCUCLQPUNiDp/M4g90LgWJtg5Jwy2/CnI77sOknpi3l1ngyXjQwxqO33MMETWyqcPE1yLjs/cSkPFJsGecw9ghIK7wPZk3rtcwcUBWYQ/mlamyTwDR/M+0vyOGKhVCCnUc6o5L/f+N2Qr+9JVJnJosy/d+uujgpdGi/Iw2Ob/8voN4abSAr52dxXi+jiwJAVEdu7pi6E+GJRd4dayIn/rMCeRrNkYLdSSjVezvS6I3FYbp+3BKv4/HMhM3ULM8qdczepVzR4HU16WvoIbw3sO9+IF7tuHxfV1Sx//vT17G6xMlUWZlVM6eCpX0q81eAGv0B3tjMqgq+pXs0TgrEPCF7OLJwC6JKfxb9nrYN6IS+/7eOJ4bLsiAMHsHD+/uwOH+BL5xMSfPsRshlMbKyNcs2W5NC8n+4P6zLBfJpIpTU2V84HDPVXt3tOHl9TU+Pj4/pCE2mZ1dsg0knDDHl72nKpIbkqjj2wT5uQqPr09V93tgVLO5Y1sSZ2eq0juTFg1zdPZTmetwiMV2cWxbUobC2f8iAYgq9J94YPt1q6ksBx4X1iQ6o4vrLmXbRdly0B2mPZV/nyCB6pWZKg50RHApW8FkxZSGk1g/ySgD8Eq2IT/vb6mB7Ega8jhbaKArokp/jwo5zPfu7o1foYq/keD1zv4LH6yzsT7BPIb9V9Ywgt8HfZqlggI3G5VK5U2dz9y6ow83CJ5cVFRhAs0TbiX5nlutuFuv1jGdn0VXXweMsDEfcCwnsUb4wcLyYPGDRY2NVFbhBfziiy+KIkQw5TmQ6kbOKsNyHJwsnkLFqcuiJX500lhWMFobx87YwIqLeULTkUhc/SZQsXzpqOUQ1rkYLPmhUBb9G+Z0vYGh67ig1zp9uBqsJEVH1RVOLAWqKyQycDvWo5HNRYCM0d2ZiBRSuc9ShiYeeOMlE9NVn6zCCcKXRooS3LTwjhYtaAyA/uiVSfzSe/fLwvwvvnBaXmd3Z2x+sSGDdKZiijVNb9IQ1iYJC5R629kREXUSs0lYcTxKbbsiZZY0bEyV/CIlD7nPMFXwxIFu3LfDJz3RboePs7MV/Mnr075tEZVMQiq6EqoQc+4eSuP5kcK8KkpYVdCQ47j8ecRThgEciTC0NhJ2er6OvoSB7ZmonH+P7M3g8V0dONgdx1TFxOdPz8p2NywHDQvI1a15+Tc2ayi9p4ZcsRXKRF0JopbDVKkh8m8Mmvb3xEVxJTgvgkLv9PmLqNcp5xiCNq8T7iu9eBotuViIBlRRlyFZhur7TfJbSMHOzqgwn2UaMxRI0DXPR57zbDYd6RFGNpnBlNQbykTW7dzvS0WEVJSvWuhoBi88trPlBjIxA7EWL8buuIY/eW4Uk7mqNI4kSQrr0MK+NCW3aKZs4sWRAh7bt1DcpZTfjz+8A596YQwXZ2tyL+pJGPjwsT4cH7x5XuVBY4cBDwOi22+/XQq9PK5sSDKRby30splzswu9b/ZAqI022mjjVkNrsZH+1yspUGzWFOL14G/d04/Pf+cNZCvNeSDTlCb5e+/ZjcePbV/03M99++wVhIwA1YaFl85N44HDixVJ1rO4y/iO0zR8HD16VIqOhw4C33/PkNgivjJaxK/+5SnojisEGoKEacYsn3tpAp94aOeyr891+3DvlYX4VrDQRhLxgu3JYpj0nVn6us0S+UiJqog3XtTl9m2ExC0LOa3qGgEZn/uXsQTzRXpIB/t+PeIbPaSJtSxVOnz7x5CQVhh7lywTVdtCUg+jbDXwypwlxPGl4E9YLPvyeAE/fqgf37d7CCdyJXxhbAZdYR0xbWGKtmo7yJoWopqKlK4gZ3qYrjOmptqKgkLdliKlo2ioOQriOpDWQ6K4QtIJQVI4Xy+qhvChbb4NEtVMdsTjyBgGLlYqmDNZ+PfmyS0kfR1OJlGwrPn8KkxSemvlfxH85zD/NpSQWBWRoE7ZcBIshqK0/fHJJ0PRDuyI9grBZ6yWRdGpzA+cVDwSpGhx5L8LyTLct/wfrY903oOWSRKZj82aVZRtC0ZIRW9fr1xfPPaB6gqHNLJKFd42o0lQCfQvm372Qvpokk44Gio/c33zHI/EnTCoNRuQr+YpSC39EMr874/tQs2tC4GEDREO1awX2AgK6gXB+ey4ogMDLbRQ0xCCnGNj1ptq2hV5UBwaS5HkFGoeLqo6XWlVSkn+GFzUUW3aP1OmP4y44ivU3CwECqAk3W/btk2mEIPpUw5atMprcw27FQq9bQJ+G2200cbmgrEgh1xZ4yJRZSUFilutR2PbDiYZBw6mpRbv51t+s5nEk6XrL22DVsLVfrdePRrWi7mfCe5nrs2+0aCvcOKFaNFDG1P/e9+Kh/2NZky+gtoM4yjaAl0LS+2C5reR9VvGXa1ElRbSPOm3N3uYeDVk/MAuiH0w7nPGPDyneV6sR3zD96RSBfswCcPvQdDCJxPRpc8yWmwIWYXEgVPTZVEdZ+6xVJyVKhXnZyv4L09exm9971F8/K5B/Ju/OYOnLuZxpD8heSxhWq4Mc/K1bxtMSv+iWLXw2mgB+3rjQmCpVmvg6WW7CioNR4aKU4aCsYI5r/7oq7oouGNbCj/64Hb5HDs6ovKgwslvfP2i5LvMjXg2ZGIqdkZUvO9wD75zMYeOmCGfg1Yw1RCHhFfo0QBi10s1kURYlb4F90kmouFgfwLxiIZ7d2dw90ACdw+mpW/4hbNzYNpXqvNDeJgqk3zfzGfEsphqqbQjsoUMQouk5UCCy4nxkgzcspeyf9cuseJl7T6Ie9947VWUi670XYxAPlP6Uk31f9sfZKAafjB4y96MkLo84GBvAn91cs4nsYhDRMuxlR5NCIcHEvjI0X4hAnGgeFdnVF5jPdARZT9QQ7GxoOBDTNExQQtJ/yZAUg/hqyen8YezFbF84jYkkga6uunQ4A/D12wHr2Vri8gqzEk/tCuDvxkp4mKxgZJpy/DHg9tiuGsdFPzXAtoYk4zGoYpHHnlkfnCcueobb7whqitLFUJvJsrl8pt6oPhNQ1bhIkVJOZ5YLDZeSxb5VirucsELLF62DcTRsGuoVWvIpDuhIXzdcnG+nOz6g0EAF2kSgugxyUkpPoKLlP92GklkzTxMz0I4pCMqbEwfLBBV7RpKdgUp/cYvKvJ4Wsty/lTglYt0AD8AwrwE9I1Iyi28z8bfkBhU8lzgokd1IC6CLKysRoruesCFggQVWgK1wg8hAjUTBRMFv9HPjx70E4L9zz1DlurnTkyK1+HHbh8QkkqpXlzEivRl1oCeuI50hMSmMEo1CzkyeHM1OLYtbNuoogqJxbZ9ufVEWBcrIf6PbFvK4n34SC/ed2gx25V4z8EeDOdruJD1/dS5rVxQ33ugW6Thnh8rCoElFVHRlzREzWWluJib/tjujBRgXx4vYjAVFsshEisoWcaA6I6BDA71+A38E5NlUaG5f3sazw7nUG4q0FDlhPuI283X9NMb/2cMLBbtd8/DV85l8aevTkmhm2AQ9u4DXfjI0b75QiAflu3gP5x7Aag3JeaaR4V1XEpTJkMQVRoGjSx0870liKF8M4Pb2UrA4RISUmDXKmViDzIBfFt/QgJHSsytN7Z3RnHf7k58+Y0pCQrjYVVshnjMdvUkJMAheO398dPDuDxbaVGr9ODUKZvtQQuH5UdV0xb5vKXY0x3Dv3j3PgznakJS2p6JILoOrOP1QODvzmS9VU6fBBYGRbz+Ax/FIChiofdmyGvz/kMmeRtttNFGG+uPpbEl77mc6OD9fiWFyFtxCpHrGmPV4swE/uCfvR9//vw4/vqpU0jGwvj4O4/jY48fusLe9MJU4aqveXGysGFklcBnnITRpT7pJLzet7MDv//0iHzfmVh8DIo1C3/+6uSKZJXVQGmSFm4Ey9kpbeb04fWQ8fl+Y2NjEkfwe8Y4ly5dkhwnyGfWqiqnhVREFQVhdSFGWlD3bBIIPAXZxuIcuTWfbHAy0bLxhxen8P37+jAQDSOhaZIvBXuLCosknWhKCCmdcsUkcTjImw5ypgtdSNUeUhEDZduXOa7aipBaOsOGkN1JUGGO1BMO4+29PeiOLj63UrqOOzo68Eo+j1qzVsFt5PPv7OrCU7OzYkvEayllhJG1LJiWvUA6X3JoGVMfT3diol4VFZVuI4aE5qHDUGCDdkJx9IUzQlSpOSbmzBI69QgajoKphjWvUMJiqigltXiJk5JBK6aktjhXoB3Ti/lJTDeqfhFWgTznznQfuozo/JAGCfmXS1N4rnTePxqBqnhA9m/aAUnhVmyBmpOKJH7QutQqIaJ6yx5Racx4HtJawvdwVxfnXeuFWCiOGuXvYULz/IlrG7Qa4kCBPs9DM11T1FFamzn82oIFzSW5qqmQuQzxh9sfVeIIe9EmWYXz3Ooto1oS5DSt8tr8WUDGDxRCAyso1jJuRqGX90DmWW/m4m4bbbTRxq0CrsG0AmRuwOE7Nv2vdt+/lcgqbASSlMA1bfvQDthooFQpIap3IaxEoSo3n3zZqn7P9ZZEFa6xt91223xM7VOLA0W2hj/IuKgN6BOFPYWWpzdeZ1wunWHMyFo06THzb9WC4Fy4noxmM4aJr0bGZ45OUE2FvRnGNxyWZ0wb1HTXpCpHkoyhYWd6cZ+ndR8xh8hVrHkFjoCD35rTUMWDw7r/8q/P4OfesVeIEC+PFmVQonVIlsqng11RJCM6hrpiyJcaMqzK+rvnUv1EQzylY6bYEHJLpe6gI65jbxfJR4r0W6gA884DPfjE/duuyOUe2d0p7/vKWEHyMB67qB7Co3u7cHQggacuF+DJYG9ISCDFuq/Avhx4PrFHcfeOjNgH0U5mWyaK7lQYquYrrz+4PY1jvQnZR2fnqpioWHhoTwe+fXYOozx0nq9syvMyoYVERZ95Cs9fDiMc7L1yQJPD2f/z6VFMl9iD8B0JHtiZwQ8/OISwYSwa0vgfl18CCiXpywQHhfkKc7F4WEHZdYQgI1ZK/DUVK6ls77p45lJeeqaiusLUqeWgs5dG9ZQ7t6Vlnx8ZWP/hWxJUHtyewl+cnpX+XTKsCeGnbjvYlo5ITyvAF16bxmsjhXnbZ/bv8rm6EHL6BlJCylFJ/lnmWKbDGr53bwdm67YQq7oimhBWbgUEdRI+WJsIhsUajcZ8jyZQCA1UWXjPDSxRNxPVN7lS5JYlq7Te/HnisNjIxYJed6tJQG+FQIgXNYt1586dw+HDh+ctXiqVGl5/6Qze/va3r/i3K2tC+JZCG7XPGQRRBo1qALS0WA6+N+FyM4L+VnOaay3gzZIsw1aEVAWOTfmueSGVebR6fZ+fquFzz5wUMsDR/gQ+eLgPu7tiN2X6cCXwPA6ks3k+Bze+a0nRLfWFvxZIHDmT9RmPnA4k+DVfgr8jOiO6SKMtxdJgid//1elZsWF5cGdGWKdk6JKdyeMxU7EkACEJgqQBSpdRhYS+iPmai96Ehq5kVJicVFkZJ3HB9UT9hYzc77vDJ8FcDUPpCH7iwZ14ejiPc3NVWQTv3JaSB9m3XzufxVixgYFkWCTZL2VrwnINAmufTe4zX/kv/fjeub8LHzzc7dsGqSHkapYUmklWIQGGyNZM8ZXMhFV/X7k2XrSqMD1VgsSkERKyD78msYfB3G19cdmuVnCb//iVSViuK4QaehmSzfzHJ6awsyMq6jABypQYD6ly3i+qaTbl5DhbykCUBBVOIlJeTaUPpO0iE9UxUWg0SRseGnZTNrB50fJ5f/vOASGqbBS4P3/gwR0SFD95blYISgw0d/QkkGv406kk2lyaKWMkW4WuhfzGTAuz2G3YcHXdl9Vzgf7U8tvL31Pq8FYD7y9L7ytSTG8WelvltRkUUWWJBdZAdYWBEde6zUjO2lOIbbTRRhubg8COhsRUxn3Xij9vhXwmyMUYu3IQgNN8XMdu27cDH7wtLpMqLFIvhzv29OKz3zy94usO9a6PVcdScO0k8Z5EIG7vSoQgyTmWq8AqQK3FFuhGt+FqFVqq5zWWiCwET6eF5p9fmsOZQk2sJe/oSuCB3uR8bHqziSqt5zOLuBxuCGysqKzC7WFsw5yGVqfMfcQSplnovR4yPu1sUlpYVDyo4BF8Pip6UGGFqihEV5jNBTG9nP/bpTQHPlhY+/L4LD68vVcIK5cqNXSHaR8aQtVxYLouOg1d9nXeAgqWK3Eof05qyY4EidEhZDwNM3UTZdsRsfhOXceeZAIP9nTKa10NRzMZpA1DLIH4nj2RCPYkEugwDOxKxPFKLi+fO6ZqSBkGsq0qPKLouJALM9rfZkSwKxqXgnCwDxqu5U8Hh/Qm+cNF3qqiTnsdI4EdMQ1WyS+4NqTQSiUTSn3TckeRwmpYV7EzlhaiSytOl+YwXi8jSmJLiL7yLubMKl7KT+Jt3TtlwnB+c0OkpPiThcFPpUjbHIoIyfXXHDzhdC+33yOJxR8ikc/RvJZa7YL4NT/bYHhjydZUVunQulFyCrA8f4ggGopLvYN2QAGqbml+knnp9DEl+jkowuNztaEjElpCm2j7s5acht8HhVwiUAjldc8pRf4+yGf42IxCb9BkCjzp22ijjTbaWD+0xpdcFziNTrXwu+66S+7318KtMlA8NTUluRjJNcxf+Lkcx8C3n30a73jHO6AatwZRheBayhzsueeeW9EyFquihNwYeT5Aq9VQACr3MbZs0mGutExs1p+naza+MzGObMNGX9TAvd0p7EnFNtzK9EYUT6m2QCvToOcY2IcEqius2TKnZC7DPg2b3dfTS+qOMm8JSb+KQ75o2t+wT3Ms7b8nG/vsfRCtKWrrEQzUNp66lMdvf2cYHzjai79+Y1r6IgPpcFOdvCH5AlXPGX3OFRso1mzpw+QqJjrjBrb1JOX92Bu5nK1KTb4rrmN7R0wUW+5tqt2vBA5//INHd+E7F7J4daIkfYk7h9J4cHdG+kKD6WmxwNnRGZW+3OmZMpS6r/TTCuYgPNRsYTxxsAvvOdAlZxR7TLQFIukhYaiINUkPHNA9m61J74WK+Y/t78K3GwU4IQ1zZUvUaoiKaaPO3ooo9sfx6B4/Zm1VVPkfT49itmwiE9flODQsD184NSvK8x86tpBjsOdTd/082++0tB4bP3ehqE1wxoY1v8dE8gyJIZNlU74Pa5jfpuA1yDF6bF+HKONsJB7b1SGkn6dGCiiZjpyLb9udQdGj5ZIruS/VZ14dK0nfTNdU6esRruOiUrHEMcEwNDlvYysMooiK0DJ9xlsxnyF4TQ8ODsqD9ZTACopkTNYxmFcExBUS8zejf1x5k6vfb1mySgA28lgcJZORQdBqp85v9iQi35vFu1wuJ4sdG5DXU3imDJsFX8KqFbzxhbH+k0MMGqmowoWYBIqrJfkZPSnFLBZptKaPowQWngNDNdakqkL0soneVIQg5j0aWThueChVPKQSC0FLsNDV6x5+49vD6I4ZCOsh/OXJmnja/cK79+NAUyHjZhd1yeAOJBJbGdHXkqILyC1BkZc3yWtJ0Q3EDezvjOK16QpmKw0JHmmTcqQnPi/VxaDgB+4awBden15Wji0gTdGyJx1R8a2LOfzKu/fhiUPd+Pr57LzKCQMHmQrTQzg3VxapOPq5+/LMCoqmh6TlYmdGR0/cEDIIA7TvOd6Ph3Z2LGJxXg19yTA+fNuVRUkGEt9zvA9//sY0LuZqmKMl0ZIJRFHgIQnC8xVN7hiILyRLYiPlIR1W5xceEleeGS3iYr6ON2YqsnAf7Y2jP2ngeKeCe/b14QsnZ6EpnMT0vRUZnL3zQDe+/65BCUha8cpYCVn6J4YUTFcsX2Jb4fSujc+/MbOIrEK5Pk4Yipxcc8pwnsfh0hMdcBWSU/xqLwvLqg0J3o70JTBdMcXaJxlRxUKHrGxeJnxvEmM+fvcgTk6W8dTlnARmZDnT83Eos373FrK0/8792/FddwygUrcl+CPB6VPPjuHsTEU++2vDefk86ZiGmfIS6UxusFSxfcJUJnbrBTurmUJcjbw2H0EiFMgMkugY/D4o9G6UvPabnbXbRhtttHGzwfiD5HXe2wM7mtUgyBnWy1LlRhBM83Ed4ra3rm2t8tTL4W8/fgD/8n89CXuZ5yRjEdy7f/0bzVxHA8u9O++886oFhYf3dkkMTHK11iSCBOTZtx3oXvO2kFhcd/34cyniiTAqFfMKG05urprQ8IWRnBCz2eQfLs/hYqmOH9jXK7HczZw+DN6bDenAXmnpgAPPERZx+eBzmf+0kvGZ6wSFXhZ9rrbd/F1/JI6qbeJypSr5CvdrT9jAtlhSiuVERg/jYDqMF2bry5bkGa8z9h6I6ShZNs6Wqnj7QBf+ZmwGU3VT9jMPPe1T04Y/bUaSCM8H2r5IQKqomDEd7NR1pHQDcU3HWLWOwWgY7xjoRm8kLO9xLfA5O+NxeSzFbekMKraNkWoVeduU3GEpgok8nis94YiQQOavw+Z5EFZI+Pb3zWyjgolGEQWrJg/KfZPck4aCTlXDpGFgpmEjpKgwHZoCucgYGu7KdGFvbHGh2nIdIaqEFA81py5i83wXUlKmzbK8z/bowt8Unar4m/N5rae6qLm4tMUhQcWXrJTpPbHXAaKKjpQWR4k2Q4oOy3PA//lq2v79sEfvQkQ1MNWYQ94q+Wo/WhJdRtqXpF8nGEoYnWqPvL8MPkBFzasKQcVsEliotkJQFWWp5P28JL/nz0BvNawmp2lVCOXz2fDhvXh4eFgamrzOWwu9G3GvCsgqbWWVNtpoo42NA2tHrE8zxqBC5GoJyDebrNKaix07dmyRWn8QL10tp1FhwFmmR+P/bv3rdFxLqVxIMigtYxk3rww/OvELqFeOFive2mIiXWklnDIuDgaY/Up12aogaSQWdfD5Je1hPnVuCnVLFeLzTM3EuWIVH9nZi9s6ErfcMDGVOJeSazmUwUHDYNgwIOOT3MLzmbHNasn4HH5lP+bFyRLemCpJLbwnGcb+7hh2taitfPhwN/6fb1+WYdilCMj3VMqgQsuLIwV89M4B/L37tuPTz4/h/ExVnmeoqqikdMZ1nJ4qI1+lTZQrBCMW4yuWh5lCA4PbUuiN6dIrujBbxfsP9+FDx/vQucrhVg7LfuC2Pnm0gu2QH7pvO/7Xc6OihJ6vWKjUF1wNluY1tFolmaT1GrTtEOJ6aL63QpLK8+MlIaqcmavK98ypqKx/W1cIj9y2DZ99eRqOxfzNRaFGCyPm+5340Ye2S9+oFa+MFUVpxjBUGXwOiEC0juVQ8Qdu65lXhS81HMlBOURiNt0gWsGekO1yuN+/CPhcWptSqYWK8JqmyPA3DzNVXGg5TDUavjoJQn/vniGM5ur49oUsRnJ19CYNPLS7Awf71o/AwhrC47s78MD2tFj0sI/nQsHfXM7jQqEuF+2l2YoQUfi7WkuPUAYfXA+Nuk9W4XN7Y1uLcsBz61r5DO89rCHxwWGcVisoDkLxXkWSWtDHuZpC8lpQbtsA3ZrgCcDk9vTp09dgkN56k4gM3ljUJWFmuWm+1WxbTEmi5GWvmMzR+T8lvO7bSwm84KK71jSKHtKxN7EDZ0oXYXm+r3LgGb0vsXPNxSESHq5AcwKL/zk7bOHoPh2G3rQnkgY+8NrpmkxBulEPvYmwX0jN1fDHJybwz96576YTVXhzI4ObQQ5lka/13mxMs5nR6v9N5vpqpehYyy5VLbw0nGuSHxSxuzkmPnPKPCHj6xdzGOqM4mIzqFn0GiG/oNqRMCSAKDdsCZjeua9LyAVfv5AVpmVHTBPJuBdGi/KaiudPIYoXHtU8FEUILMI0VRi4hIR4cv/2zIpEFS7etP3h+5JZzMXyarhvO217EhL0/euvXpSf+ftkQbEj+P6eoTR60/FFXpit1ySDj785m8VwqYGeqIHBpIFTM1W8Munhti7DZziHQvjg0V50RzScn6sJM7UnZSAV1fHMWFGk33e1kD9Y9Oa+oZoKAxkiZoSEBEPVlWLDFuUZgp6B3H/cffNe7vP/9XnriXAIDcsR5RRfvpsfzcGFqSx0XUNHREWu7p/nJLVSHJJBRSys4befHhV1HDKN+f4vjBTxnQt5/INHd4iE4HqCARkfxEBKxY8+vAOvTZQwXWwgrni4MFGcbzQsm29BEe/MOAOiLYSVWLtXAxOh1kJvoLrChHppoXc95bXf7IFQG2200cbNBJNcxtkkJDIvuJ77bZBQc025GTZxwUTJSrlYIE+9EnozcfzsR+/Bf/zj5+E0J3MIQ1fxrz/xCCLrvLYHuSNzLyp8XGsd/u47BvEHz4/i9XE2utmI9hUghjqi+KEHd6x5e2KagpIVEKdb950HI6wilY6iVKzPK0pysiqVMJDORFB3PPSrIYkJaTfzRq6K04UajnTEbpqVaasdFHOSu+++e9FAxnLgdjFm4SPw/2ZOFPjC8/cBcWUlYi5LeZdLwPmyLXkHVUf2JA3sTy6cP+dKVRiqh7AK0Lp88d83lTgoBBJypZhYMG10GBru7EzhG1NZTNVM2f8xNYTZuiVKKlTeYWzNHJfTZyJ3ToKF27RTJSkkFMKORAz90ZUL1EXLQsG0EFZVdIeNqxJa+Nke7u7BnGniRC6P4Up9WbUOfse7wyO9vXK+B/ltcG4E+z7v1HG+mpVzMKGGUbUbmDErQkhh0Zqkk6Goij2xFGqugpJdRUylugwnAquYtjx06x3QQ/6+tj0XpmujYDXkvGzyyhGhrLJChZXyIrKKKIrIFEpg20uSFckrQXrGo6vBVex5SWyLRWCzjumGKeouIb0p403Ci0s1FgUhVUXFbuBU+RKKdnn+/J+zCsjbJeyNbV8+v7hB8PW1ljmwmBKHruhouCRHeaiiAguN5f+25drXb0HllPXOaVrltVnz4FR4UOjlmkIE+Qz/Xa9CL8kqfK2bsVa20UYbbbwVwNiNqvesUR86dOi61gbem7ke3AxwEJS1eK4Ty+ViAUHian0aAxHURGNvad6jwFjngWJuLwkUwbp2daKKH2eEXB1uKNi/LU1mT5NIay1YGrf6cbXfpOF7F6wCwqohw8tNZ3cZHv3qSAm5hg32tFN6WArcsw0LX5/I4mA67qu436LDxMuhlYzP8z8g44+Pj8+T8QNl/JWIuY2GjadPz+Byti55RW/CwLY7B4UEQdAm5w+fn0BvRBMyxlJnWFEm9DzEVEVyIg7Nclj3ob2dGM5V8bmXp1CoW+iMceBBxbOX8shWTYn5mW9GdM0/30lYafixtygxqiH0JsNiq7MSUYUkBirYcxsH0xFR1r8a2Fv4F+/Zj5OTJfybL54TssNK4ADtQ3u75fMF50NrrstE5msX83hjtoauqCa9rdemKjgxVcbtvcyNAUdR8IHjvejWVQzn6ijQtqYrhr50GOeqNkK5Gg5kIvPHpWq6oiQyk63K13wNqmcGSihjJRM7miSimB4SlXzatIaE9ONv1nxOzmEKTUFEIanGtx5i24f7fbZIizENnWENJcu/bgxNgeJ6CBuq9Ev+4vUpXJityTBxRFfx4qiD71zM4YfuG8IjexcrwqwV7MeFWyxe378rgwuFBqarJno1Bc+emVuGWs9BAbpe+PcS9pFSqxw6v1UQ3GOuB8YSK6hAdYUDOKw5UW04IK7wPrJeRLtKW1nl1gQLumzKswgWyIteD24WazcI3igftJK8N38W3NBWOpFVRUMSnah7VdgwZfHQEUZEia3r4t26vSQ8UBJvNdgZ24aIGsZwZRxVp46EFsPO2CB6IteW/7sWqLrBwmyV0lhL1jLut2oNePENE72dKqIRBToLazkX2bwjslpzVQtDGd9mhDLaJyZKaNiOeN4Fi91mB0EszPBGRjso7uvrBbc38P9erRTdqZkKPvf6lOyzw70J2Qf09fuP37qEv3vnIB7Z1YFPvTwuaimZhI5tbhTTeU7bLVgt0WMvZIQwVm5gvNyQQGqu0sDvvTiBl8dLUsjlXhzN10U2zLTIJqXnOePQELalwiLZlqtRfs2B7Xii+nEpRym4CL59OecTR5YEOSdnyvirM7OYKnPSEeiK6XjXnk7cs+3qk1g83iR85Gu8ZvwpSvFObPkTMnMf29s571VHtBZ3+bg4V8FwoY6hlCHTm3syUSmOksH7+owDwwrheEzH23ZlJMBuKDk5vxg08ZSlcspTo0XZFkrqEQz+JkumBGjB9C5VVbivyPCdKJnzZBXuZ24aC+IaPdxFPcUv7HI7/ORAQSyswxcl9xGNaCg6HhTHQSJkYarUDCiowuIBcVWVoPXPXp2S99zfVBziZz87U8XnTkzhn75zDR6cqwClAh9uyu+9/UAXvnhiQs6p+XcMZB9pbSTS4cDe3hgG0xvDWL2ZU4hXQ6u8NuVJOVERFHpbfRSDQu9a5LXbNkBttNFGGxsHKlCwQMvpw+ttogXP32yyCtcwklSoung1eW+uc9cqPP/zj9+HfYMZ/NZfv4qRmRIODmXwk991J564Z9eGbC9zRxYMr0aiCUBf6E///XvwW9++jL94dVKKcO853ItPProL/anVW9WshHRYx0xt3s39CgPTVDqCSFRDXabdPJmeciO+vSTjX1rWMCeKqCEUGjYul+s4nInetOnDoNhPwgmnD6/HzicA45VWMj4VGIJ8hhNLzHWCQi8LQPyMT07nhYySMQxEwgrylo1XsmWRFH/fUA80z8Nfj82iZFrYFgOm6y4qFtsJPk3AVytkTEyVGl/lsBgL45VsEV+dzCLbMOUYSYHU8mCJYqgfH1NtJBJS0BOhFZEpk3IsDpuOg8m6iTr/rdVxpljGnkRskQUO7XFezOZxoVyR5/F3VF95oLsTqauo5QmBJxxG2bLlXGAhWSSm5bd+bM9P1mkY6AyHl81peI7wMVkrClGMVkrMB3qMBOasCnJWDXrIQSykYtBIYijahZxdQN5SEFFj8yqqJbsihJO+sN8oiYQ0VB0LFRJ5gn3GWNJxYIjNjdX0ZPe3h8onMn/LbZbmBc9vfgyeu4HFKUn6fswfzAOHDQ0O9UosG3Vey/78Q9MKiMVgA1W3jrJVRUZLzA/L2J6DrFVAp5VCt+F7kW8UOGmsq378bXkm5pzpZW1+qMTiHzoPMW3rkcPXmtOwThFc8zw3OYDDfIYT47xvs7kT5DNrKfSyabTcAE8bbbTRRhtrB2MKxtds0nO46npxswaK2VwkIYHrA4kqK6kVX4uAT8JHFAmYqMNpqqmRbEuiylrJIEvXMpK5ub1UL2RsvBpwWxTWjBULHhXruFUkqnhrzx/5+fg/n6Ls/8SPTJvNes/BVHUKMS0mcRFj8KcnQ3gjV4euhGC6DiyPZHMVKV1DtmFhrmGiN2JsmWHi1ZLxSebn8AQ/T6syPvP4iWIdv/XksCiOH+qNS1x4ZqaCX//6RUwUG/joHQP4i9em8KcnJkThIxUC8kssY5iHeI4rueN4ro5UREWxbuHff/k8vnaGuRCtJ4ER9mhsD6btK4Kw78D6el9MlwHWMf7e8on57J+cnq6ISsrTl/PSr9jTtdiqiYPgf/TSBC5lq7Cojh7RpK/yvsMLqp/LgQPMh3oTGMs3Wno0PpkjkMHnwPrj+7qgNWPNIOYMhor573ipgXPZGvpjmjyfRAm7O4rTczWcmK4gbKnopnLIrk4MpcP4xnhJelHdUU32R8F08Wq2hqShYrDZf+pN6LKfqESvNclC5bqNct3Bvj4VM1VrnqxCggcHrdnTUhUPRsi3ziEpy5Gk0f+8EUNHw6FupD8Aw0FiM2SgYjroD5kYzVPT31ePDzKp7ZmIqPazH0QroMAVgISbz70yibu2pxHbQGIIe1WHO6PycAeT+MtXp3B2ttrsoylCcuKtmwo00SjvJ74rwVDCeNMpq1wNPC4kofHBa551kaBHQ6Ulvn6gusKchsPIaxGVGFilEvNWxJYdK+DC/Oijj95wsrrZgRBvJCTXsNB25MiRqwZvrTfeq30+ElbiSmpD5ZvPnj0rBIqhoSFhg4bCCmbNSdieBU0xkNIyMELhFSSZe+RxPe95eraC16bKcuO+YzCJPZ1XehUe7E6gI6LDcvyCINcv3uRbB8pYHxub9qV4B+M6XNtfWELN53Lxo+QwhzgjVGCRop17U2Syz5w5I6w7Fvt541oPrEaK7ptZQ+xX9vUkUKzbODVTRrnhyIL9X54eFqLK5XxdFE+kKM59FSMTuhk4BIQVkfsic1QRtZDff3kSZ2crUmDsjOgSmFBSrtKgBBuluSGLLBffySYrlIs4GwDfukS1IAURI4SS7eB3X57A1y7l8Ml7tklBeaJiCrv3W5dyQurYlvQLq1MVE39+elZk8/a1BE3cv5QWJFGE28HvqXJC9RcphC4B44++RBg7ltjdBNdhcG1W3ar8zNDUZqHaw/5ObosH1XWwK+Lgg4d7MFFq4FOvTcl7cruM7pgQZvoTBi7l6yIlF5BVzs1Vmq8lW958X3+by5Z/LgcYLTYwmIqgULNQptLkMgRkBlS1VvP2pjQdpf6YqFQ9F7GwI4EUg1AKFtmOjalCBYW6i2PRhWKp0pTOuzBXxWzFRE9ic4ghmZiBX/3oUfzzP3oV06XGgiknj2c0Ih/bCEGC9q1WeLwR1u7VwIZQq49iUOglcYWqK0ySAkYvv76e927bALXRRhttbBxIOGSsdiPrWBCzbmZOQ3Ikp/m41pBgc7VE+1pTiAS3/2OPH5THRoDFQRahGf8G28vC0Weeuoxvn31FCANP3LkD3/fYfsSbHtat6IgZ+Pn37JfHasFY+tW5CmbrNjrCGo53xcTzeylu74kL2bvSVMFrJarIf6k2GNbkwXhnqDuG8SqtLH3CAeNz+StRlWBzXLlpRd1A9p379957710X8lSrAkMrGZ+FXkq1s8kd6+rGKUdH0ggjqoZEAYVTmSx8n8yXpdhN8ggL36wVSs4YAuLhK8Nnfi/ihh4JLQ3M1C3xJ2cOkZQcwJOf+WqFLjQlhLgWEsL3dN2fSmSBlrZBsw1fCp6TjReKZVwuV3BbJoWHejPImXXUXRvjFRMXynWkDR19ehim62GsUsNTXhbvGugV5ckAzF257VRr4XHl9N5krSF/01LP9ek3Hs8FoC8SRXTJcWjNaWjpY9Wo2EhLoKafOlR0awnM2RVoto1eJYbBSBcuVEo4W+EkHXN8DX2RkBBAIiywOjWYrgUjRDseb4GoIqSZYMqThA1P9s+ife5BLIlKto2G6xNTZDuDrzzA9Fi4beqPyMfz0PBcxHVNSCp8LhVu+GLMD/keJbsmEueq5m9nAJJs+J4Fu7LhZJVWZEJdqLs1VLziop+zucPmALebTaSwt/52zhuJaw1YXS94bi8nr80HlWP5XgFZnznN9RDiSL4nwa2NNtpoo431B+OKhx9++IZjz5sxUEwSO8keu3btknzsatu+mh4SSRthbNw6Mz09LQQKqllye0m0CUcMeCGSY5q0andlpRQFKlRa/qwsYHEFqnYNOSsv631STyClXangHFEjoibnuM68FaMQqWlTO/8sxmZleBYwVY2gaC4MWovDe7PWy3iX/SBGbsH5sNWGiVdDxqdKdisZn7nOiWIYk4UaDvUnpZ5/YozK9DaqDQe/9Z1L+KvXp3A5W0O+ZkkOSCtSugh4LbmgT8IHQlrIJ0u4IXyGJJLZqpwhmaiGiKZKX2U0X4PC2D/kK57HwypyVVvU2dlrq1k2nrzAHo2vlEHhyN9/fgxfOjWLn3xkJ3oyEYwXG5IrffmNabHyoQIKiRvsG/zlG9NCcHmkOYw636Npkj8CAv9YoYZsuSEDzH5O0+zf8fwJKbLNR/qvdHhoJeNXC6aYccYMTfIx7pUdSV36HOyDDMLEhw92oW4Dv/f8OF6aLAkJ5MhgEn2pCDJhFRMVF6Nlc56scma2Kj0u9mgkC5FBX/8cZU+p9YykQn5PPIxkuIK5qm/FO3+ZNb9g/YHHLlCQ5AuyT5ZO0jlBQ85VEItY8rkt2xWLItd1MJEtIVdxRS0m2Df8dyAVlsFw2jMdHby6A8Z6gfv7l969Fz//l2cwUmiInRKh6yH09if8YwIPDw0khOTyVu7RkPjY19cnj8D2mD0aikCwD8yaSUBc4TDO9RBlKpXKm1r9fsuSVQgeyOU8vlcDFtDIctoMcIFlcs3F6L777rumHPLNlvTmBUpSAxdOFht50cjPwzY69yVRdptFFq+GillEjz6AmLq2i4QL7f94bhRfOT8nCxfxmVdD+MiRXnzs+OJG9P7OKB7ekcHnT0+LXUpzHfI3ybuSfJBkcVjzlTy4+JEsQPIC34fWK+892CU3U2Izpw+D84I3GZ4XG1U8WUmKbuTMJColCxN2GZdqKqqOIhY1aPgBIZmSIqns+TcKn/hAsEjqL7xBUESFj864imRUw+vTJSECMUIKGLS0B2Lxl0En/19s+Co3JKjwNRjA0MplpmrCICM1rEpwxELs82MFXMzVcP+ODlEUOTtXwflsDQe7ycr2j9dgMozzOdrwlIQUwm0i6ek7w3khsiQNDbf1xvHGZBlfPjO7LFGFYP30UG8Mx5YJhFqRMCiN13K+SHDtSlG0V6uj31PwzKU5fPa1GVzM1aVoOlao4+RUGe852C1+j/x7WhkFuJxviF9hIAfH14xqCkzPQ910xWpofjtF4cXzAwFlQfovuEz843LldpP5SsWUbNWGaVGizS/ohljRdukDr2Ci7MBzHMzOzMCKh6UIyIc4Gy3jH7nR+MDtg7h7Zwd+9H+9hNfHaZ/EG7gq8nq8vrtiKu4auvo99VbERt7fW5WWOAUQsPhZ6GVyy+ujtdB7NXltPpf3qGvZv7XRRhtttHHj9+zVqHzcCgR85jIkfnDtWK0c8lo+21pB4ianD7keUlFFJMYtB//iz4bx+nhlPn762qvj+L2vn8Zf/eIHkIyubQposmrif7wxjYnqgm/9F6M6PnGoFzuSi9fbd+/I4PnJEqok5LaaOi4TamUiui+pq6si+8x4OqL5apwF01dY2Z8M3xSiCs8LElVYgD1w4MCGvfdSMj5jmzNTs8iVyqi5OeTDEcxCg85cQqWXtoO8afvkCa9ZPF8hRiZ4FVH9g/uSOaJFAgRIeuf+hBDgGYf65HKhSKDs+KQKfh1VFSl2svBLJZG4RrkPRTQOK5aN70zPYbRawr60Ia95slgREka3wryAEtsKuiKGEGX4GIhG0HAcvFEo4lKlKsQqKrikdQMnckVcrFAivFnQbSqqBB+NBIiDqaTYBq0ELaQiHNJQ80y5NiTvaxa+DWhwig0onWl8a3oCI42qKKZwOyfqNrZFDRxLx8VKx/Rs3+MeQNasSR4juWDTmtSflFRk+xsOc5eFbWIeYjoaaiSqNKch+Ft+rOXIRE3pFMnl4koUJa8mBBSSVzwOUFBxUvOPB+2IrZqLyfwUImE/p5GYt0mi2Uzwmhw0dqDg5DBnT8r0Mcu5tJDypxIdhBxjTRN9NwNSjOcQ0AZt93Ly2sxn2GBkoTeQ1w4KvVer5QSF3a024NBGG220sVWwlrh/M/MZUY4+e1YULo4fPy7NxGthNQT8jdzeCxcuyOPYsWOyJhKaHsK9D9wOKMF2MQAz4bnro5gyXpvESG0cttckjdRC6DY6sTexa1Esx0HqjN6FaWdCbCQZEwqZNdimJrj60ioz3wgjqqmiPkFlQcbEfJAEULJs7EvFkGoqWWymlelGDRNfTSWbeRMJ/+zRTF4aRbFQxRQqGK5SucOVAU7uCsb17CeQxCBxl8JafsvebcoLBrEye2VdCV3+/sx0GabJ4+IJUYUo1EwZ3maUTkIICR11m70dElxcJMM6OhM6ZimDQ7XRuC7kFxJkXp0o4f/885N459FebO+MYjzXwKuTZVFbYT+HA8W9iTBqpounLuXw8O4OOYZnZyr4ytlZIVeQ0HLnthTG8zX8xavTknct5Gd+zib0K9eT97h/19WPRcLQpT/kKgoMTZ8nU6uKjR7dQb/m4Px0Cf/v85OiwFK1PZyfLOPESAHvP96P/X0JUc2vtvRoqGojdjwKr32/NxZmz4b2ng0HA609Go/5DEes2fWaN8LyB+aFdCJzDleAz6GtEvdr1fT7ZLQcCoVUgOQvJYSJit+jKeZymHEq8z0aZhL+ADk2FUf6kvjDH7gd//obl/DMWAleSEEiRZtNXyuSI+6HO7YW+X49lCJXq7REciT7wblcTmoZVCQjP4H3m6BHE41Gr3rfa5NV3qTgCcjJwI0GFx0WSZloc5pvNVYMwQl5MwIh7hMWoQlK4AXTKgw27Jjvid0K3n5nrSlsD61NUvU7l3P4m7OzMnXYHfOnGskg/dzr03IjPN5CHpCJG82Vm7Uwhn3t4+bvFl6TXxqcnKpasqBQXowLO9mbw/m6LKDH+hP4yJGeTQ2AWqdSWRgkUWUlqcGNvEHeW4pi8o1JTNs2Zmsm3cBRdkzYUFGDJwVxkikcjwv8vLBy8ErNfe3/jMX+REQXdRXuV2H4NiOlumkJSUh43CEq2aiykHMB5kFiQNCTNCSYYgHYdlx0aLq8d81iMARRIHnqchZ3DqZkapJ/M1ezkQlriDUnVcnazNX8QOrliRI+89qUkKCo4jJdbuBr5+ZQEiWSla8rkkO++/jANSXUdnVEhTU7XGgIiYSfeaZmY3yOMuQVfCeSxPmTw0KIEsFrFzBtV4KPZ4bzeOJgtwQ6tLQKkAr7BAyep3yuv38V2KaDwZQhTOcAw/mG2BDVpDmhSFAZHB0OGVorDCQwnaDNUphEv6bfJY8dVW5afePT8QjcsA5d81CtVJHN5THVUHH3tgRUswKXUnnXIHaRiPT6dAUnp8tyHHd2RHG8P4Gea/hWLof+TBTHdnViuBIQc5qBHzwkDEWsvfZia2EjA6GrsfhbfRRbvVODoGg5ee03eyDURhtttHEzsdb4c7MmEanUxTWDChec6FvNdt8sSe/WaUlO5/MRbO/vfPUUXh2rLHou49JXL2fxH/7sFfzLj997w+/JNfaz5+cwRhW6qK8iyJh4qmrhD8/N4ufuGFyklhFjUcf1rSl948zlC04RTUGYqoMWFfGaaoGioudgynHFBuht/UkMNOOzzcxpWNClghuLrSSRbBZ4bvX29iLR2YXTF8ZRaJjI1k3UOEVomWhwP4T8eJeS0iYVIVun3FaAqIs05UDm7XWEoELyPafh/IPE48BpPRJYrGZMyvg6qWnINUwhbLAAnzGoGuLIZF7D9XC+2EDdgdg1qfNWOiaMEItSTXUcj6QOR4r2T87M4WKlgqiqCuHjdKGEqTpVYhaUdQjmYPJpmySPbkPH0czVydxSTGbOUp5F1TERDelwFA85q4rLUwXY0TjOw0G+WJBiq8cdAr8Ye8l10Wvo6IzQklSFFvLzlFhIa57jqiieBFsYEHy6wwvxJD/nRKOKguNIAVdyyIC25dH6x58qlL9v1YpkvqgoKLu0S/VVZrh/W5/Hn4dCGqKGjkhEg1W3kMvnpImiRXVYoRhqSm1VEsyWZ6HqVFB3WT8IIRaKIRqKLWrUrBZR0EJJFwuj4MP4tkwuDJkdoBLp1iGsBPf3zRj4aZXXZqGXhd2g0Mt7UCCv3VrofSv5u7fRRhttbGWwNr4ZOQPXjldeeUXU+h544IFV17luFgG/dfiZFptcAwlGtOGYimVDkZANzyFt+MbzgbJdwXBtzB+iDEVkDbZdGzPmHJKNBPojvYue75pU7Lagan673u/WLIreJHa9UNAwXPYQDjlS2zdpT+mGMEfJCwA9ER3vHshsupXpZg0TLwe+144dO3BvLYpns5cw59gYLVal0VJybVjcl2Fd8gCHOY3jD2Mvtpa8skfDvgZ3IS+rwM6UP+d1RisbPtPv0VDlDyjxZx4QoS1o0ifSMz61ZTpXgxIKiV0Nc1sqn3/p1SncvTODoY6I9GNoMcTB5I5mn4PvTyURHvfhbA2//dSw1O4747oMNP8/376MKeZFZitRJRgq8AkrzKU/dLQP25p2OythWyosj0u5uvRoSIahtc/lmSJmJmfxpJHExVPnxRKJQw1sRzHf43ZQFWZnV1R6UN2phcGSRJj5jT9MzdxH9rJCNRRbbI76W3obtGm6OFdFoW4jqiuoU3YzIOyHSNJafrvZzpouNtCd8PtK7BnRnokEJf41MwIOJiQjYYSiBsIRRSyWC4UiphuKDCNnlBocJ3bN/oI4fhQbOJOroWg66I3pONgRxcAN9Gjihob793ZixMVC/0+22EOYOfASJc2tAF4Xm3XP4XoXiArwuJA7wHyGpLVzTfXYQBmfuc3SY0sRgjdzj2ZLK6usBZtRPKVEMafYKRt28ODBVZ/0vPndjEDoatOSVbcs/y7MRy3AhYOGWxP/6hvFk5fyohRB1ZMAnTEdI4Uanh3JLyKrnLo8hj99fVKmkcg05F4NJIWDBn/w9QM7OzCWq8kEIlmbj+zulMIXF9jdHRHcuz2FqK5talGXU54kqnA/U1ZuMwOwVvQldExXbLEAIruZBVOSHjKUxXZs2JZfLOOeocrJ8vD3G89UBhnbOqI40B2XQMRs2CjVTVTrnCxtkiFCigQNZE2btilVYDJvR5t2Q8H7XGoEgZM/+sZJOQY137yUQ1+cU6OUpfOPIxfziUIdkxVTbIfydQvfuJSXIvHOpp0Pg7ps2RSbo+U+CYMUVeVCH5XJ1WshYag43BPDly5k8exYUSYwq8U8Ls01kEokpcCar9sSZMVIlKJCiuvJNO8bU2Xs6gxjX1ccgwl9fgL2Xfu78dxoURZ6vj4L0PSHZOD4t476TH8uYtwPXzk7J4VgnvY8ZouUVZQQQqrLS2MRSMxlpZkB6M6+CF4vN3yyUFP2m7dDR3FFSm57RwQhF5hosAgcg6NHsSel4G3bVAngA2WOYJJtqTIHf//V81k8P1YU0pOhKnKNX5irCTmMyjLXAzaRSDBLRDR5LZKA5PO7NryQJ+fwVsNmBkI34qPIZI3PoTLLWmyAvvnNb+Lf/bt/hxdeeEEaWn/yJ3+Cj3zkI4vOlV/+5V/Gb/3Wb8kaROnY//pf/6s0QwNw+/7hP/yH+PznPy/77KMf/Sh+/dd//U0dnLXRRhtt3CrFXcYpbARSeppTZlz7V4ubMYXIdYVJPu1Mb7/9diE0tOJ3vnp6/uvW6J+h1B9869yayCpTNUuKQPRpDojAjGU7IqpYvgyXGtid8ott3C+fee4kpmqMi2WuTYp5y4FqH3d0RnGpYsnrvntbBjuTYeQaNjTFw4FUBENxY9OnDznhyalU7md6rt8MkKhDO56JOi0+Q0K28FRD8sOU66Dq2EIE4rlIBcFr1e0bHm2cPCQjIZGSpr0PLYWshgWbch+K6EQKeYPkFBIyKo6LMF/f9TBBa55mUZj/1m1LVEKCrJpF5rFqAwXTRkxTmgVMR6yKaIVDwg1zGE6WTlRrGKlW0WUYEk8TuYYl9qALVQKlhfSgiP0Pz7n+WGxeXvtqyOhRRNUwJusluF4VBguZMyU0tDA6EwnMNupCsuHnjakkQrlie1S2HVxi81810KVnEJJ9A6SMMHrDMYzWyqLcEshlU/kkpRnYH++cH4QZqxVQsDgBTEII00KWOD3fAz2wNQpsZ5vbG+Q8vqUTyTE6Cqg298TCcAX/G1bCSKgR2KoNTTeQSBiSQ4brKsqTBTx9emRemWMlwjaJKllrDqbXkMlhNmoabh2maiKj+pOi1wMLptROaMkaKJXyc9O/3jPYduCc5NYhqwT1qpuR03DYh/d3PgIlSOYzXKs4MU+yCvNUym3feeedayLft/OZNtpoo42t36Ph0BZ7HlwLSFS5nqHRm0HAJ6GGw8/M9a4cfvYtUoJBviuiEcUGvBsfis2arKk780QVgsRky7Ex25hbRFbJF/IYrlyCHtOEiMw4bmmkGjjUH0jHUTJ1VGg1GQ3jsf5umhNJXJnWVBxKRUQl460wTLwU7EdkKxYmi3WYtl+7rVtA2ghB9yzYlq+iyMNOq57lsbDfJjlcm4lgX08cubKJiVIDhWoDlunnJjwoJEiwRxM3VDQsX90+Htakx8JeCwkcTE8b9OoElfT8oQiedSSifPtcFgNp356GPZqyaYsaynC2ipF8DQd7E8hVLXzj3JxYAx3o9QfdOaQ8U25grkIb1Ss/BQeUqSbTlzRkv1wLzI9v60ngUq6GFyfK8vdurYLXL2Whh2NIhQzMVWsyGByFgkTEV/Nnb+HcdAUvjRdxqDeBbTFtvkfzwcO9+JMTU7If2KuUfMZypZ/1gebQO0FVmL86OS2fif1GmdWevzKv3qOhcgqtgI4MGjgzVYXt+LZMso+odMPeS0zDnq44IqqCiaqFUCgKRw+jPwa8b4+ByxfO4eypN0RhMMhpliNbvTpbxdOT5Xk10NfnarhcbODt29NXqL+uBrRMojpSxAih4fjnJXuJruMhxx9sMWzmQHEreKzZb+GDpDXHcebJ+FR6IjmJx5b3f96rmNOwR/Nmzmm2NFlFbpA3aAO0kVOIwla7eFG850j6uBGPu80OhMbGxqQQTd9DTqosDQxs9+qWSSzkrN4x+EpwQSOR4Qp4EEJCa1H0q68Pw1HToqwiyhNNgkPrJpN8wN/Sn/y3P3ZcFCSSTWWKQA7sZshks3jCZj+bxMvt580Cg4hvXMgJMYNkCgYtwcRbLGygK6bj9EwFaUMRgkWW44iClbeXSilcuL//jn48O1zE518fF/UT2/PVb2RS0KXcnH/dkZTBYioJJDyGvse6v5zT9oYehsL6dT3onCilrDYTjIYtx9pyLFRrFkZIdKFfoKLgL6vTuJStIhrW0ElLoyb4NzyPAjbxUqQiVHuhVJ0hbNyrgfvpyZECnh0vCiOXjNrZbA5TBQvxeAJ7uuO4nKvJuUtiBYlUZOTqHqX1bNlPBzrjeHAoBV3x5D7EbX/X3jRenejGX5+eEzYyQXn39x7owgcOdWOqbOLlyRJOTVfw9EheJPXkkuFuE+nsBdk/XkusGbIgK+qJSmB0BVE22dUVw/m5mhCEhBBEtUgSh6hslDAwkIrg++8YEJlBqtWQwHL/zgy64sYiZQ7eN06ePClKPUFQRIIDlXBenaqgN27MX3c9cU/sm6h68+79q2908f2euZjDaLYqBKi+rpgEz/yMhXIVs1V70WTpVgHv77eC1PdKPoq//du/jf/8n/8zhoaGJElmUs/14WqWQcuBhWE2sf7+3//7+O7v/u4rfv9v/+2/xW/8xm/gd3/3d+W++Iu/+It473vfK+tRoOz1/d///RJEfelLXxJyzSc+8Ql88pOfxKc//el12w9ttNFGG1sVG5kzBMU7xsxUXFyNCsHSbdtM8j1jKg4KcC1baVqSnthYIR4s1hase24EVNlgUalVPQWBBQoLXM2cJVCyvFSNQdXDTQXCK1V2RJ9CAaqOh0OZOL7vQKJJkvDtf3jcg1x4M5vFfF+u0yxg0DL2ZpJHh8t1sfrpCevIWzaqtj/IwAJnTyKGmbopBfE0PORYQGza5iw9A4KSAv+hBHRn2MDbB7rxNyNTOF+oi5KHq/g0Ar6E5XkoWrS/8f+GGiJUTOH3C/QRn4SheoAlqiS+yiGVcvj3daqJUCXEszFRKaNo+WoqPMafH53GvmRUip4BUSUgqyx/RflUDVoJsfA8GL12Zl5zbJwsziBnNmCEdFQaNYxki7D0OAaSKURUFdP12vzr87PEhIBCgg63X0GP0Sl2PEFdhefhw5kBfNEeRsEmEYU5HpBUDTzevV2ujZxZRNEp4UKljKxZl+nb+eMgpK3g3G9qs9DCab7Z0RxK8ageE0fDqyPkUPbbt9VxOMjCSUyFPvU6uvVOpPQoiravppTS48h0phDaxiKwfQVhOyDjBzaZVFQhUSWiNOWYhXzjoOpWEAvFhRCzWpCgU3ZKMF2SzAAdunzGoKblq0be/NzgesB9ttnTz8uB28D7EB9U/mqV1/7pn/5pUQajwiTXsNOnT1+3XVk7n2mjjTbaWN29+Eax0T2QQHGRNScOZF3vtm52j4bxCXMw1umWH3K9Rg20RYH+RsBYRwT7rshNmNMs7AfW6U6dO4n+Y90S8NJCZkFXz/8L+W/zZcJaFT984HZRqmB8y7gwyGluRo/mVhkmJv7m5LQMq+7oiGI4V4dF63glBF3TsKM3juxoEXHNQ4cCjJaufS6S0FKq2/jo7f1iW/M/n7yI4awluRD3ORUimbcUa/4QM/sHRM2yYVG9vRmP+2qefv+B0SpzE9bj44YipBD+LckiVPys1UxcnK76A6UeMJlv4MeKJzCQCSMTWyAh8fXyVWuehL4UdF0QuyT2LzqvPRhPVfevXcqJCkkmomI2X8LYdAGqEcWRgbQQZjgEyx5N0H+KGf6xrlsuEqEQ7uuJIa769QRib1cEP/7Qdvz3p0ZlGDno8Ty4K4OffHiHKJ6+nq1hhCoz53KYq/l2qeytsPcV5IRCMGpaynp0LhAySmg+h0xHNRweSGE010Cx5udxMrcd8ns0XfEwOmIa/u4922RIfKJYR1fMwD070tjeEV1WmYPxbpDPkOhQczy8QvslWs42e2VdUZ5HDZyYqWKoqeyyWowV6nhtrIh8xcJgOoKBuC69JZKaxqu0uN6aPZqbnc8Ea013d/f8IFBwbL/4xS/in/yTfyLDFawlseb1/ve/f15t682U02xpssqtOIXImxoDoEKhIIxMnkQ3gs2aRGQwQKbW6Ogo7rjjDpEgWg7h0NULXsZ1FGqWw7H+JF6dLM0TGAJCBW/0B3visi9I8mDR4diRw/jSc5Oo2ZQT85vZRKu/nZBMFUUWFF/ZIbSIpEJsZhDE9+bkYUBgWo0n5kbicr6O0WIDe7qiQohIZ6sYLTRk8aZsGQOkuKEhGlYRDQO5XK3F43154ooELq4nDM27oznEBk2YHUM4l7fwwmhRCvFk6fpS2r5gHQuyDFJF0pxMXJ+vIvDPBX9h50LPojNB8gOnD8Mh4Ox0RdiwDJCobsK/eWmsiMF0GImBhRs2SSKBOIwfICzeH7maI0SVj9zWu8huZzlMlE28OFFCytCQ0Hyil24A5zwDfZp/TpGZTJa7773uk26orlKzFLElenh3Fzqi2qKgnF//zMNDeGJ/B751uSjb+ciuDI4PpoUw8tWLOeTqPlGnZvn7j6o0tE9qnSJcODaeBJB+AXRBYu7wQAKzNRsxkn9Chox+cio3BAe6bqDYsLG3K4ZDfXEc7k9cU5nDNM35Qi/lNPn7mVAauaKKgYFMy/mhCLHnQrYmn3U11x6f95nnx/CpZ0YxOVeV454rNdCXiWKwO4ZCw0HcCMl5vNUQJGK3Elptwn7t134NP/uzP4vPfvaz+Mf/+B/j53/+5/FjP/ZjePvb3473ve99eOKJJyTJvxb4XD5WOr7/6T/9J/zCL/wCPvzhD8vPfu/3fk/uj3/6p3+Kj3/840KG+sIXvoDnnnsO99xzjzznN3/zNyUo+/f//t/fEBm0jTbaaOPNZgO0ETkDY+6geLdUcfFmb9vVrFfZYCZRZSXr1T19SUzlq4umEIP4qS+zNsnn/piOtKEJeYKEkgAsZiV1VQpBzBG5nSxADMa7cWG8JAT75cDtYk7D7cxSVpijVs3182YVdRn3Md7jezPXvV4S63rjUrkmRKChRAS9jovhSl2sgJgTzFLqmRNfqip5TaVuSn7pozV/XJrTkDChIGE3sHN6GIPpTihdPThTrIrSCgvxQfRNOrjYmJKUofgDE0SrKGWr+ZDYEjHPF1n1EEg9oZJLlpOIjNVpL0QpbcvGq/myWDsxnwgKiJUrrqeF1+Zv6o6HPYkYDqWvXbgaqxWFLNJpRFAtV5CbyiKa6UCJipvz+4LnF+kkJGLxe5FqFA/4rnASPfEuORda85mEquFDPbtwsV5C3jYR1zQcSnQhQosks4AZKyckjZrLfceBBv+95Mg0C7cL+6z12Cwop/A1abFEGyGqq9RdGyptn0xHiDdi36RwGjWODj2JTiO9bD2oVZkjIGyz+EZCAyfckjsSiMTCQGThjkE1Uss1YXkmwljd+W97FibNSSGr2HBgelSvNBFTI6JAI8VtWifdgLXQzcStmM8sldfm5CALusw3eFxZoGX+wFyGj3e84x3XJNy185k22mijjY3FRg0Uc31nz4OkxeUUF1cLrnWbRcBn74DrFRX6OWm/PK4R+3NodA1IaL4CBpVSGLPJS7KO77lI66lFSpZH77gNZT0vynOSk3CacmFD/MitGW87im9pGtXURT2at/IwMVGoWXh5tIht6Si6Ezp6kmGcmS5LPkOngJmKKXY07DVQcXy8UoazogK+Dx61gMi+L1XH9+9qoHpsOy4XPXzjXBbFmiX9GL9H48L0qF7uNQdjFRkgttyFBoo8T+x5/K/Zo+GxpDI8f0jbn5MjBRnQZRrM7SVeGy+JbdDxHQuxOBVOaHcj2yk2mIu3PV+z0RHX8cSRHuy+Rr2fg8nfGcnLtu3piEgcr4fqOOVGZIg3+CzcVvagJKdxPMT1EBpUjtRDeHgog75kdNEwCM/Jv328Fw/uSOGLZ7KoWS7uHkrh0b2dQuD/zkQZk1ULMRUo1SzYLqSHRlsjqicGqYyQVpTg4ZNWAnAo5fiuDOo8TmEVfamw7L+oCjiWiUTcEOWW3mQYxweSMLanr6nM0UrYZj2dZAI70YVJK4Y9HYvjXVo2zdSo2ukixeO4Cjw9nMfvvTCOs3M11B0X09ma2CcdGEqhYjOvY15+/dZCNxs83swfbjXEYjF5/PAP/zA+9rGPCUHkJ3/yJ/GpT31KFFKouhX0aLjGXes+thVymlsvs9wkbETxlOykp59+Wm4EPFlulKgSbN9GB0LcTibvtCvitORKRBUiQl9mb/kblwYDRmhthcp37uvC9kwUY8U65qqmLMRU+6ClzL39MTz77LMy3c/tvHdnj1iqLHi7X3khSpGLE291W1RbWou6xGYGQXxPXsyXLl3C3XfffdOJKgQDnqDwyf2wuzOGQ71xIYLwe9ou/bO378aHj/ShZvuLFqWqF2yWlgqn+z+ZLDbwT/7iNfz6K2Vc0PpwZLADv/LufdjVGRWiQURjsVhFmAoeMUMCGJ9xubA9gWw6gx/+jt+GmsGMyKMzkHE9YXAyuJGypUupbQ8x3femn6vaYpfDoI6gD+H81i4Tz5Gfwm18bE/HNfcdz0sGKTHVJyBxMdu9c0g+U54jleJtqAkTmO/FbSZTl2op/Gzcz5SQ4znI65zNFLITWeznax3pT+KT9w3iR+4ZwKHuqFynZ+cqmK2a2JkOS4BFcg4DLAYGLI63BnYkybKX4Re1faKMWCopwEM7O/DRo7042hdHTzyM2/uTSEW1eUIQt3EwFca79net+vqgMkeioxv7Dx3Go48+iuPHjyMWCUvB9/z5CxgeGZYgicxPNghIjlrta5OpS7IKg96hjqiwqiO6isl8DdlSAzFdwbHesCjFbDXcLIm56wEblB/84Afla6qFPfPMM3j88cfxuc99TvxyeW6uBXxNTri8613vmv8Z102+9lNPPSXf818ywYMgiODzef1we9poo4023upY7+JuQLB+/vnnsWfPHhw7duyG16vNIt9ziojrBdctxtorEVWIn/0uJvH+1wt0X7+A9A/ed3RN20GCynu2pyVunapaKJgOpquWxFjv2JZGaXZachoWRI8ePYpdqYjEcteCr/axoDTJ4y2KiJtc1GWuy+1nzMp1+WYTVYimJo38l8MJuxJR9EaYY/g5xdv6O/DRXX3oDOtykJNaoF0R5DNX7j8ekteyJfzfr13Aa8keaN19uL+nAx/a3rswGRoK+Q8SYTRfwdBXWGlanzLHar7efM4qfvK0BqUKCIu9nljAFJuCPnxtEdn2PIT5PKqXOL5SKPMkyWevmFRr/RwKoqqKg6kUMle5BmSbPA+zjaoQeYqFIiYmJzDQP4CeZFLep9Gcmk1qGmh8xLfl39Qdf/ggrKjYGfcLnjwPmQ/wfOC1x0dY13EgnsG9qR4ciXUg5FKBs4G8VSQlAxHWDjxFXtu39PEbIPPg75o5YLAnA6F7/v2x1CB69Q7EQzGE1QgSWoxmT77qqsz0eug2Ukhrq7OxlEJvIo5tO4bE7uyRRx7xFTosW+4v5y9cwMTEOIrFAizbj3+XWiNfDXNWFlW3CkMxoCs6NGiyjTW3Lnmt3XAQw9azt9wK+QzPTw5lUQWKhVQOWVA9knn3P/pH/wi/9Eu/tKbXb+czbbTRRhvr16O5UfX8lQjWzGdISiCR/UaJKq3bt9FrKpXeSAJhPrMyUYUxSEhiyBWxQv9mteg0MkhpSTTcBhpOAw3XRNWpIaKG0aN3yUDD+Pi41O76uvoXxUQrpyaMZV15zYAMEBzzzR4mJsmGRBUOZJCscjOJKvM9mvnhbUWsb27flkZvIiw5BdVFful9B/CTj+6SPgj7KlSIv9pW8yOR9PEvP/8G/vFfXsJT5U4MdnXgVz5wEI/s6ZAeC3NX9oEiuoaehAFD9wn1TeF7iaznezRyjjbVDqWHwOFjDyGVf+OhWDFRtTh07sfV/B3r9ySKZJkXVy2xDhIlEMudT8GWu+Q1FWJh9MHb+q55bCbKDeQbNrqjmgzis069a+cOIbuIkj+HqnXuL00+BL+v2w4KTLI8vx9GhZLWHg1zmqBHs7Mzhh+5fxt+6uEhPLgzJefsaKkuRJXBmA7X9oRExIEF9n74+kF6z49G3gb3YTDHIj2a5jDK4b4EfuiebbitO47uqI7b+hLoifs5K+1dszVHhn6/60ivDCuvBtzmRLoTu/bul940c/ZMKoFGrYoLly5Lb5J9YA76WDaJRQt9uGuBVk6ffmlCemI7OiLoTFBNX8VsoYGRmYrYAg3oLvZn1uK98dZWVrkaSK6nZQ/PTQ4W0/b07/ydvyNcBPbjuHa8GXKaW48ytElY70CDFzqnzGiZQFnRtZ7gGx0IsZHMqT4y70gAuRZ7TNQU3E7MOhPQWpQnWGjpMwbXvLDTmuQX3rEXf/7GNJ4dzUtD/gMHu/G2oShOvPCsFJ9Z1OV+HSnUZQLL98C++utyIfzy2Tl816Hum8LU5SLJSR4GyZw+vF759I3CjkxEyCIkBQ2lfQ9KHgMGDHcMRvB/PrZbpvqyVRPPjOSFYECyyTPDhaaSRyuaSjhN0sloyUMmEkJupIALuTr+zu0DQpRISmDgq6AMxsLia/jM5QLKJtUxNFkgqSBCubkA5BZxESfBk3/XHQ9jIG7gTLUsCjAEfy4y2/R6N215Lyq8HO9PCNNzwmmI1HZwRQZl0FYR8HuHUqi7Hs7O1oStei2Ylonh4XEkEwk/4VEUDKXDOD9bFRWXhK6iL2Hgct4FleXoMcgAMxXR8beO9sm+XQqem8F9o5VdzsdMhfLczcUTnqizTNGvfpn+BmM+7ktKjvsydyGE9RB2d0Txz9+5GwPJCI70JITscyFbxa6OKKbyLuaqLg71xPCzj+7C9lUGFi+NFvFnr07hwlxVAqfH93biI8f78OBte3HBmkCpZiKt2hIETc7lkLNC2LkzgakpVWS2r+UF+vzlHCoNG4f6k6L2Q5KapvJze7AsB0e7DbxrV3yRPPpWwVYIhAgeOwZCPFa8B/NBpRXe09bq5cogiFhK4OP3we/479KiAtcrnj/Bc9poo4023spYT7VIxhyU+GRRl0VS3mvXgo0m3wfFRibqR44cwbZt2675N+++Ywg/9PAQfv+pcV8No2kZ872P7MEn3nlwzdv0UH8SMU3FtyYKmKA0biqCh/uT6ChO4PXh4UVTnTXbEQnmBqfWroFvThTxnh1pIVvcDKIKicfMabZv335D8ukbhW2xME5kS/Ny4iy2dYV1iYHf3t+Ju7p9hRGmKdmGjf6YgbOFCuZM38JnOTgice0hFzLEK/7p6RzGqnUc60jAoAJGSBU6BNUkO8KGyD2fKdYk1o9rVN1wxUqo9eX9OT5flT0cUtEd0UWeu+b41j8Eo0ISGGgLH20WDdOGLq85U/ftq6jKwpxsOURCCvqjEYzVVqdiyLct5Auo5goY2jaEaCyKsONI4bpg2YiqOlI67ZUsIalE1ZCc2/y7/kgUu+NX5kxBbBsQGFpVV+pOA6ZrwVB0+RnJPlS+qbvc4wvgnvIVOP183y/b09qHNBUF+xPd2Jfol+fuhILzlQmxANJUVaZ6+azBSBcOxoZWpVTCqeGR2gwmGjmRto+pYWyPdMt1GnfjyNlZeKaHWqWGfL6AmfwMdE2Xxk13Z4+oTV5tX1NKv+KWZfs1UPXFgx2ym7maf57Ucg1E06sj1txK2Cr5TJDTBNOJJK3wQTCnWQva+UwbbbTRho+1xIZBT2K9SJC0LmfPg6rBq+l53GwCPtciWoSSkL5q61XXQLmaRSLJ4b2Wfe/q10WoXQ5UkTuY3Ifx2iRmzSxo7tMd6URXqAMnnn9FjhG3k419xjLzhGPGbfMkmisDbcbnM/Up9BuDN8XKlOfXqVOnpIfHXHctQ+briY6Yjn09cbwwUkBGBkoVdMUNIZSQtPGvv+uQfE9QFaU/GRayyhdPzQpBYrmUhnE0FURGijaq0RCyYyVcyF7ARKEu9ft4RJXeG/OXvlREBkRfHy9hLF8XMgyHjdkTqlMyJHhN2ttQSTLkD8T2JA3pKZyZLGO2ZMoh1zno3OwRcYA8ylq+4+HYQBLjJRNTJRP1hn2Fokqgn8h/b9+WEhLM65NlIYtcC67jYGR4BLquSa7Kc2p3dxzj+TrmKqYo6dNeif0njVaicd3vlWgqPnysb37fXq1H0zoEXzIdsR71XKrLeEhHdSEG2VSq8S+Cpo0WxDaV+0uGFuD3aNjfIDnol9+7D3cOJHFXXwIzuZocf5JAZksNTFqm9O4++eAQjg9eu09FXJit4o9eHMcr4yXZj/fvyuBv3zWIO/btwkgoi/GyiYxiolatYnR8AnOOisNpHflpC2rTAvVqeG2yLIPhuzNRmDLE4KHKYQndQ7Fs4liPgQO6h/Q1HAtuRWwFAn7rABGJKxyA+vEf/3F5vJl6NFvv7FlHP8T1mELkzerChQvyICNzvSwJNpKswgI0i41k6e7fv3/V+5FTSxeeGsGDb38ADmyZCoqG6J2+PoHFQDKMH7t/Oz5535Bsk3hKnngR+/btWyTJlq1ZspiGQwqqrit2KyQnLF2d+S33IMkv79/fselFXSrBMNikagYneW4lOSmySj90pAefemlCiAZcKGumI2SKjxzpnSdTUNGCz61alKamJ6EKw3FQNhfvbAkyA/seRUGh4SFbN8Va6MR4SYIYrtJ8Lb42iSulhoNEmD59nrBd6f1HS5/glbmY+xOKPvN1X2cEnfEwZsqmkBW6YzqqJlnYTRUR+sdTaSUEDKQM/NCdg7jEwITMXdfFL3zhLGYrlsQMAfhnCSOE7kQYw4W6+CZeC3G3jmJ2Fr0dKfT2dsuLsEA+kImgM6qLusx02ZR9SjudpOEXT7tiGt61vxuP7r62esvSoKgjFsGlvO9/2J8Ky34bKy4w1gMmskxkSmLgHw+SjDqiuhB69vfEMVexhKRERvEP3rMNXzo7h5NTZSgJDcc6gL/32L5VE1VOjBfxH75+UYJPvgel9z7z8gSG8zX803fuxTv2duIr57KYqSlQjDTiPRncllBwJGlJY4nNMBZ3Ax9FLrRLr0+ydYMfZaI6DvaEJDAac6tCsvrwvjB2d289xu5WCoRIbCSpcemxudrUehtttNFGG1vPBogKaIxbiVUXSTdp25YDX5fThyRRMM7mhMdq9/ePv2MX3n1bN84WDSE7v/PYNtyxe/Wqctd6/Tt74vIIpgZpETtRKMhUCovmAai8QmKALUXeq1vL500Hp3NV3N0d3/SchlNqlCOnl/utZr+3NxmVx7liVcjaQXF0RzyCw5mF5n/MrxJK4Za5SEQNSQF4xWqAQoWOEEokjtddzDQsvDxXkl+REGNw+k5jkZeqNy7iqm9rU5UiJskWC8qTfE5wFTBn2RaLym8rngWtmdOSNO8rr/iqjCSs8Ovd8Rge6u3ERK0u58m2aBVfnphd1jqq2yBxxs9LWm2ulv14bIzMZpFrVLB3+xCiTQ9qKqrsTkRRsoCcaco5nNZ1ZHRDzlW+fl8kgjs6uhBbRW7bmtMotgLd0fzJUSr46RouVxdO/FY70xD93lvym4iiiQx9RKUNq46K3UBcC6NbTwFxYLKeQ901oTeAndFuHEzunJetv6Y9QGUM4/UsNIWfj0SdCsp2DV4C6DFSsEINVMNVxI0YYh1RKG4IXslDcaaEV0Z8C1QW6JjP8N+lMbKf3S4cX92jL7wKG5wutRFV4ihPDEPdfevnBVs1nwkKuwMDA1f8vJ3TtNFGG23cfARrCeP7ta4rtAEJ7F3Wi2C9kQT8YrEoxBrmMiRQrLZ3wLji2SdfwkOPPIBotFkX9ai2sT45gh7SsDM+JA/GS7QyZa5IVX4OCQTxHUm5QZzDBj6DHTblmzro868XEBPyVh49ap/s080eJmZO1mg0bqlhYoL74aN3DGA4V8OZ6Yr0YtifYJ/ko3cMLiJT9CUNTFFp3FBF1d1QXanLr5RH8jiQR5Krm3DyJt6YOAtd9Y9HLKyJQj3JFiS9MJei+jrr+8yRqeIS9BvYJuIR53wxSf1DmTD29sSRrZgwbUe2sViz/VyLA7TwpMfjeo7U83/4ge2o2h5GcjXJpbKVBl6fqMyrRkruwrxIU7C9M4axQh31plr+1ZBWHVTmphEyIrht24BvX+V6SMYNPLK3E2PZGs7OVOT193TFkAiroviSMDQ8vq9T1FuuhaVk/GSEVkkNSai473Z0RnBupoIQh6mZ/1O0Jdj/VEUlccVjUz8kxCS/R5OQwWo6AvAYfP9dAzJE/tJYEarnYEgDfvAde3Fb/+qUF0ky+rUvnMVovo7OuC590r94bRrnZqr41Q8ewEODSXxjtIjZGr2PwojGOnCn4eGwXl9kgRr0aNivWUokCwYmJDcLhbAjaaDQcDBFVVBVwePdKpL0SNqC2CoEfMuy5B621ML0zZTP3Drd8y04hUiyCxc6BhYsPvJCXi9shB9iK7GG0/HLJevX3Cb6uoWSG34BU7qI8kPLeUqS1MImPMuFCuW1RDZ48c0wCHiCAuFmF3Xz+bzI4vX396+L0s5GgJYwJBk8eTmPyVID21IRPLIrg33dC4VdMmkf3pnBn7w+5QcbIQV6SBVrpZXAOIO/9eMNypwECjgebMcWS57ZckMWaU0NYVs6LKSWgHgSQKxrWAhuFvlqlicF0rsGkqjUbCFckBQi8nEtzuaUzf7Q4R557X1dMeymCofjYm9nRKTnli6btJbh4po0NGGtXg1TU1MYO/06HtmzAxcaBi7k67JNPP+O9Cbwnr2dGC80MF5sCLGHQQULsgz0uK9XK9vWCp47+7viOJutY67uoiuqi1XQqZnqIpKK/68vL86fUzaPVOWK7cCzFXztQhYvTZZlmx7f3YH9XTF8/PZ+YUkPj4zAqhRXTVQhPv/6tATEezqj89dWJazhxdEiXpsoCRPaV5epS9G8N25gezrSlDX0m2JsMPFB8gqDviAoYqGX9+iDfQn8BRQJUBlMioWUqqBat/CR2wfQG8ndktfWmykQCsgqGwHeH4PrqnU94veU6w6eQ4Ll0rWXEt7B37fRRhttvJWxHoQQ+hq3Fh/Xq/m4UVOIS4k1JIZf73bt6Azj/Y+tzfbnWmAhgcXn1unDVlAtkMW6puLzvF1MqwR6a05DVYnNjB24HVStocz3nXfeuWalnY2AHgrhiW3deCNRwfmiHxvvSkZxJBNHVIJhH7QH6g7rolDC/cj4nfuehPiV4JvJNKU95i2HWKB1m+opDmYbPgEhpoaQ0UPImbYUJAMI8V583Zuyz/BtT5O6JiSQi6UqopEwRqt1mVCbJ//DEzLHnZ1pserZnYjDdl0YiopvTdFSZnGdgGdFkgMGjoPDqWTTDnR58JpkEweVMvbv246y56Bu1mRAQFdCOJbuQm84LgotpuugwwgLEYav7X9Wf+LzemFoBtJGCnNmXqSyu8IRGIoH4at4vvKMKKnQHqlZXGeOJcQajwR2F3XXwov5cVyuzWF7NImhSAYZLYbuZAqW5+D5k7MY6MmsiqhCVJw6phsFREI6jJBfGguHdJTtuqit9BppZLROxLw4LM+SRkw4FIZG39Xepu1wsSj5zMjIiFj/kpAW5DT8WoUKQwmj5tbka+47TUr4rkwuJ5CSgvJWyAu2aj7TOoW43mjnM2200UYba0ewlrDWc6NNN/ZQGLdyPV6ul3ArEvBlSPfVV8V6lY/rja+43yxaCVLJfAPBZjaHBDjwTJvE1u3UhFCsw/SatpXUYbnC22Xx52oPE1+JIwNJ/PP37sfXTs/i3GwV3QkDj+7txD07Fqu/vG1/N14dLyFXtaS+zkHZQn3lY8cjQZXyIOXhP43mqUxySaXu92hoZcNAn30B9loKNWte/TH4Q0VsUH1ifb2Z8Ny7owOVOgcwFMyVTem72E3GefDX7zzQjZ6kn6+z70Iizj3bO3BmiiQSv28UgL0extdUINnddXVVFcbgr7/0Ih7a3ofzThIXc3WxHWIPaHsqjPfdNSi9JhJJ+PNjAyl/fzV7SiT83Ai2JcLoijUwYzrojqi4f18XvnY2C9tcuEeInanq66nwA/L9ebxqtouaAzw3msfZbA3Ht6fwjgOdONITx3cd7cH7DndjajaL8Ut+/2a1+PLpGSGq7OuJzeeBmZiOs9MVfPtCDh+4rRcf3NOJ0VJDbIiZNw4ljOaw+m4hQbDOzpyG9yQeg4CMzwfvy1TRkX5sg8PumgxvdEcUFKomHt2VwWDERcXZGnnBUgRuHFuhR0O0DkC92XKatyxZpdUP8UaKLUx2WSSlRNJyxcf12r71Al+LNxuSKG6UWNOq9LBRF3CwnWTs0lNyuYuPTe/HdnXgz96Y8rdriXTYPMjs00K4byi9qUQVBptUjaAizNU8Jm8FHO5NyONqeOJgt1juPD2Sl2NPYscVWLL/l9KsuPuD+qt4njssBDrYFveEKMNAdjAdkYV1Pk4h8SIERFQWkhU8tjODjx7zvTBPjJdxKVeVycnFstEQixx+JgYnXzo3h29ezImv3mjRFBYtP0uuZvrqPLLI8nsL33WoF33JlSXPmPAw8Tl27Ci6e3qEhHGpUJf3GUyGsa8zJov2gR4NB3oWN/fJdl4LKPH3yM4MXhgvYrhQwxvT5UX7NsRGh8SVPlFFgiGPASmEqcvyL+0Yqzb9Rl3kGw7uHkpif2cM9w4kESWr+joaUyzsn52pIhVWRemIZBwGOJ0xXZjTl3N1IauQoEN/RSrnUPovIKoQbCxRrp8Pnle8NzEoIpmOSRDlGLenO3FbfwyvTlTEKop/ToLMwf4E3nGoGxMXs1simNjKk4hc65ZTVlkPcNKFwcxXvvKV+cCHyQZ9Dn/iJ35Cvuf6ynPjhRdekCkT4qtf/arsP65lbbTRRhtvBvjrt7fpOQPfk/ENJ2kOHjwosrnreb/ntgXqIuu1XnNNYA7GoglVLW9kLd2IoYCVtnPp9GEr7utL4mujBZStJTYoyxwD+nAf7Ni8CcCA0MCCCJVrNoq4uh5gMfOOzqQ8VgIJH+8e7MZXJ+Z8YojrSpx8NSx3Rc6TKILnOA5SiouoomLW9on+QlRvtU1t8l1oYxtWNXx4ez/imobThTLOFiuiYLn0vXi29IQNJHQNcw0TL8zlMVypIdfwC9MDuoE504Lt+SolzAUmGw1sj8dwrGNlSXMWImldzPP/wXvuFXb7TKOKktUQi6FuI4aM4ReTdy9p7CfW4RruMjIiFV+yq5gx68jbVJVRF4ZMSOZp3pt8Epef23DcIEgjTNo0NViVt+EpNrqMODJaGpFQREgf13MPKztUrHGgKyoqTkPeVwupMpxRdRswPVvIK2ElAs3zpe5JOAnA92LOwgebTCSoBWT84eFhue6FtNKThBJX0EADqkcbKf8MymgdUJuffyvmNFsln9lIsko7n2mjjTba8LGWHIJ/u5achhYIjG+4DrOGtN5xK7eNr71eYLzBIV0O7q2FWLPROU1AXGdMw5od85rljl2H0QWz3oAF62qvJrXqtJbZ1JhnKwwTByA5Y/dDV+8jkcAyXWrgL1+fltiZ5JBrYSVuPn8snBMPMBwXOzIqCpUGqg0HOzqjuDRbXfjbpqJ9WA9JT+DOwTT+6Xv2IR1RMZKt4dsX5lC3fZWd+T+hRYyh4a4dGTmXvnpmDl84OY3xQh3nZ6uioGI5DiabFkIkkrCHcX6uhncd6BbroJXAWJvXPONvujGMlxo4n62JUgkVSvZ3RpFkLyYOsQBqBVX/14K4ruL+3gRemq1gpmbhqUs5sQBqvQVyQHv+nsh+GN0AXDb2OZ6iIGRTVaUGV3FlCKHoOtieiOB4ZxwJncSW6ztPT05WZP+xZ8IHe17s0XD44uJsdV5pdH8mIj0aqrsErgoELWRo98IHjxWt1LiPx8bG5sn4HZ2duKM3gmfGqyg0bFH+KdYd9CbDeO/Bbrj5yVv6+roa1kPVa7NsTYmNqM3cKjnNW9oG6EYT7MBGhwVdsko34kJcz0nEwI4mmOq7lgfZ1baJ2KhAiFOSV5s+bMUP3bkNqufisyfGUHYUmXRbtPaycKcoeGRHB96xtwubAd7MqQZz6dIlHDt2bNkgbiuCRdcfvHsb3r2/C39xahq//+KEMLeviqWWTE2vPpmYa/5sV1ccNcsSlRbWc7O1hm/p1PIcTi6WHX9qkoEQZdoIejOS6csAiQusL7cNdEQ09CYNfPNiFq9OlfGVc3PiQUhSi+8pCBzsjUNVEpgsm8jXLAm2PnS4Fx9ZQfotUCRicH7XXXfNy8zv7ojKY7NwoCuGHekwfuPblzCcrfu89OYtkJ+f32j0hiR5i9Lhvtr5vPqKsKkdF3XK+dmuyI6fmavK9xdHa6g2bNQyRdzWG79m4Ea1IhJ9Tk2V5dgFDTY2C6h+Qlk9/uwb57P4/GvTQkhKGCredbAbHzra5zO2l9xbyNjlg/dU3rOCQu/bOnNI2h7OFh1ouoEnjg7ig7cPiHXT2BZhvi7FejfuNjoQWksQxCYXk/AAvEcyUeSxJpnvZ37mZ/Brv/ZrctwZGP3iL/6iWAx85CMfkefTcuCJJ57Aj/7oj+K//bf/Jk2Wn/qpn8LHP/7xW86KoI022mjjZoBKZDdSPGWeQXI1PbvvuecedHRc26ZwLfnWeqx5LJZwm5eb6ruVfOepRLLS9GErOiMafuJYP377xUs4X2MTfnmCRFoP4Xv3dCGxxsLa9eRkXKt5/EhUebPIyg7EwvjY7gGMVWv4s8szuFCqrWwDtAIWiq/+f0lq2BYN43K9IcXesmVLgWXpMWdxkj/pUkNINf2k+6MRNJjrSGGXRA2f8M/nDUQNVF0Pr+VKOJErYs40EddUIdlwGs4I0WM8gZJlo2jbovJCq54nBvvQGwlfVZGIhHEq5QTX57ZoEuBjE0Alkf5ID3Szgqdnh2G6vC+4LQVzBdw7LOiy1B0Iy/tPaE5pKh5qjiJToZxOdHUXc2YOihdGKQmM2QUoloGUtqD+uBJIUqF8/ZxZ9kvrfLrD7VSQ0mKi0GK5NoZrU5g28zJgkdCi2BHtRYd+5T5jnYXxKR8y5FEoSD4zfmEcDa+ORH8C4WQYsXAUnZEupNS0HBdiM4dr3qrKKjea07TzmTbaaKONW1cBn800xjccymV8s1obnZtFCuEUOntKXFs4pLsWIuVGklUCNwE2ra+1nVSh88IeLuUuQIuyHkwivncFUSWixNBjrJ/izZtpmHi1IEH9e+8axNsPdOPrZ2fxb/7mnPRHbhRNbjgGOyKIGQou5Gug+85UsS7v5TVPL3/42BOiAwnkR/rjYmlDbMtEMFM20bBcUbn3a95ANBzCgd4YvnF+TtTfP/X8+LxqSqluoxpScKA3jqODKYwVGpirmKhZjiix/OSju+S1VlL64XHlQEigAMEhYj42C30xHe8aSuMPXh7H8+eyzb7MAsT2lMoqJN4HOWTTGYt5DnspvN1lS5bfp2m4GA81UG84mJgsYnhGgXU5j6N9cWQi/n6+Gqh0wgFwWiAF1kpUEY0aqvyOeGm0gM++NCHWQIam4NG9Xfjbdw2ITVMruM28n/LBOj3JgEGP5oiXhRtTcKEegeMZePueDN5zqFdUV85lt0afYysT8CuViliY3ei2boWcZkuTVdaCIHjh4rvaA7xWG52b4YdIGR6edGTG8YRay01jI8kqLOSQqNLd3S1TktfaTipY/OAdA+iZPYW9dz6A6aqFF8eKeH68KDYzXKD+1uFevG1P5xWN8Y0A9wkXSsqos6i7EXJMNxuDqQgGkhFfKcOiH3vLL4MFd0G9ev7H80TSFtIEAx7Knk3VfJIJmsVJEiw4EScLOeUDnYX9+8++cAY//fAOPLAjg3zdlqBormoJsUVVQ+JtTmm7gung28MFIUdQ2YOLLoMdEiZoJzNaqOP2gaT8PX0e42ENHzjUI4v4UnAbyCCdnZ2V47oR01jXg1zVFpsdknRI7Jn3eOe+apJGfCughb9ZWvcsmTZMRkSuixdGi/h8sQHNtZHSPYy+No0TPTF87GifkE5WAt+DnookACVpzaOrwrYm+YdH71BvHF89O4f/8u1hIcjwnOGx+t1nR0Xl5ice3nnVz8mFd2hoSB5HHQcPNFVX+KjXL2H8fB5md7csiluxsOsfL29LBEIMZNZy3j///PN4+9vfPv/9z/3cz8m/P/iDP4jf+Z3fwc///M9LsPXJT35S2LmPPPIIvvCFLyyydPjUpz4lwc873/lOWRs++tGP4jd+4zfW+MnaaKONNt4cuJEpxFYbnYceeui6bXSuZ9sIbt9aCseMA8+cOYPR0VEpQjNfWAs2qrDbOiW50vThUuxKRfBDQxrGClUkt+9BtmHjmckSRiqmxNFHOiJ4/84O7Nqk4hsL0jw3WLBYSRFmK4Px/o54VIqkYRVo8kQWIchnApIES4ytOY08J7BmUhTMuB7kaDUVVHzJbP9FAlXJ4LUmaib+75OX8AN7BjFSrSNCBQ/FEdKMqK80S/sl1igUB8/MzqFiu+iPhuW9fLKKT07hz7siYXR6BibrDdzdlVmRqMJYi7k2SWm3wnEdq9aRt/y8IZDHDvY5i7e0AponqTThzyH6P+WUYNm2hUjCCcVT1RmYjodGFJiyCiiVTeyIdGEwenXrqqgaFqsj/k9XqOJIRU9XLIVo1UPLqFfLlzBnFoXYwt9nrRLKdg23JXcho68cI3Mfc3/zwSbJvAXq2ByGc6MYUydEdYVxdmDlutWwVQq7wTVwozWadj7TRhtttHFr5jQBQfxGbXQ2cttWo9JPNYNbMafhACHjRm4fiSrXIq5zv3ca3Xjl1Ku47fYjMGI6KnYZBbsgNoqaoqNT65Tn0DZoo/FmHSZuBW2CBlIR6W1QPZ4EkxtBkNM4UHCh2LQzbaqAiMLhfOPBJ1igmdv8x69fRMVy8GMP7cSF2Qq6Yob0WCSmDSnQdP+156o28vUyxosNGCEF2zJRIVOM5OuiADKSq4vS/qG+hPQU2L/52J2DK1r0MM8+f/68KBKttSawVnDA+uunZ1G3XFG+nLdaErIOa/6Ln+8PHbfeozxUTRe1hiPKLGcmanjuchEh20HUA6ZPTuPFsQg+frwfvYmrX4NUVWE/lAPbHCAm6Cxg1Tzs6IjgtfES/q8vnhdnAZ4z3M+ffWkcl7NV/PL7DsC4Su+U1z974HwccV3cUypJn4x5TaVyAbPnZ+B1dUmus1WHXLbKQHG5XF6T+v1WyGnesmSVoCCw2mAjYL6ygHejNjqbHQhR1vvUqVMi670eDNLr3WerBRmRlJlmEYfSXau94HhBREIeDnXHcFTT8PjOzPzNZTOLPYHcIN/7vvvuu2Hlmq2AEDxU6qYoaywNh5cSVeRnzf9cWdz1kKvb89OD/KmuafBs/1Udx51n74rNjapgotTAv/zyeXz8zgGxnSEhiT6H9KNn4Zb2NlROMUVSDZgsO+hsskOpFELiykjDwUzVwsVcTaSuyQr+4OHOZZVEAksqKkvcKseVhJtig+VsXyKbuyjY5766SWhBoLx1n7ccGO4jxXPxtQs5nJqp+vuXxLYQkIy78rMXx0viN7gSGNRwO/oShrCqy01fRrJ101ENF+Zq+MOXJsQiKBbWkDcdxPQQEqqGb5zL4oNHerF9lao0vBcGHokEj0dAXOEEBZMoLtb8PVVvtkLBNLiHboVAaC1TiMTb3va2q1pb8F79r/7Vv5LHSmDD7NOf/vQNb0MbbbTRxq2OzbQBCojslJve6KZ1EI+vJXcgMZXby+LHesl6r9dQwI1OHy4Fj0FadXF7T1zOg8f7/c+42Q1squzwM3CK5npysi0J2ydvK5LdLICXoZ9JtPxMMhcgJKTw1p/71jRUUyGpgXmFEFhCitjziCun26IMAvrFKzhTrOLXT17CHV1JKWwmDR1V24YeUmC5rvwtienMf6ioEpqP7yGqLLQCIlFjulYXOxkqSGYMHQfTiRWHQtgYofXm3r17b4n4M2fVxVInsIr1hcJ9uoq3zLCD/wxOIvr3Sv5e1Go8BS8UJlBzHTkGjqGi4NoIuy5G6zl0GAlE1ZWLpnmrCpUkFf4t3CZRhqQhTfbrbIOqNgVRWoFCioyCsKKi4VkYq89elayyFCtZoLJmw88UDO4wp4nFYlvi+nurKKu085k22mijjY0H43PG09dLZF8tQXwtWA9VRjZ32TtgHLBedjQbQVbhEC7jxhsZemZcprk60noHkmoaPVr/pvdo3grDxAHIL6jUG+AhUphz3Fg5QRoLlYYNy3F94rbnCemBvRa+pNNqbyrXKodVbfyHr17EpWwdE8UGBjNh6RXQWoZ/JSRyy0HddoUIwefs6fL7AGJpmg6jULeEPHFmpoJkREPDdsT+Z3tHZMWhECqt0n5ko/uyq8FcxZLBXD8n9HOUxXnllQPFLb+V/7pN0suJ8SKevlwSIo/W7NNE6g4uOVV881IO33N0eTeAAFPFBnoShpBf2Kch2OuK6iHMVCxRvh8rNtCR1FFtHt+epIqXR4t4cbSAB3Z1rL5u0bRAZV7ZaoHKexw/L+/jzGdYy18rIW+zsFVsgCpvgR7NliarbJYfIhuhgWTutexpbgWyChdmklRIAuENnCfRem7XegVCNzJ92IogYOJNkMfzZhBVAlY0gx+q7az2xka2Y81y0RXXZUHbCmCTwJs6j6imoOyEoKk+OaRVMWU5tBJWaNnjTxv6+4CLsGU3i5IkYbAOyIWcT1B4vpGR6x9nz3NFGeXPXh0Xf0B6EHLhrVru/FQei5yUiTvUm8CJiRLmarYorJjNgi9tcvh+VOKJGxred6AL7z3QLeofLEjSv4/vHzRGWChO7z2Kr4xWULdLGEgYONAZQ3dT6m6zQTIIbZm4jSyOu45f/vaLugvn0dJTaqEQHIyBqjg35/vcJfQQXNtFwwVeny7jSG8Mb0yXr0pWsRxfEWdvd0yCzFLDkUnVjqiG0UIDl3I1nKEnIgOs5rYwkI1qISETDefrqyarLAWLt3zQhu3ZZ5+VAIj3gNOnTwtxjNOLAbmFCi23IoJ76FvBBqiNNtpoo41bI2dg3E1LQxZ2SWTnOrrRMXOQb91o7sAcjA1crkPMwdZL1nu9C7vXO3240vbwOAbFg82MEfiebJgzLyOBiV7Fq/27IouSIQUxajtvEVASXJ+bRCjSIQSUVvJ3KxYoJgv/Ki2KKiSnMMcQ9RTXn0jkJaU1f4ZF6iwLsTr321zDwkuTs1A1DWnDQI35R9PWNCDHJDUVMU3BZM1E3XFkHzeoUhTySesWXGRNE52Gjsd7u5DRdfk9iRUk5RMsGnLgZse+3Yj2ZHC6PCHWNh1GHJ1GQr6+GYirzKUUaWrw0/pXo/+5g/8Gez74Sn7alM4OjkHWrqPuOmKhRMqJ6zpoeDayZhUZPYKCWUU0uvL16HiuWBMl1Bgs2HJMNSUkOSDthrJ2HrZnQwv5uR+PLJ/HvVa0K/NF6OtFqwUqm0FsXpFAyEIvVXx5LwmIK8xtbtXi6VaZQuRxYk7zZm5YtdFGG23cbKw1r1itDRDrfqzX8t/1IrJfC2vJZ7gGse9x9uxZibNJVlkvrHdOE1iukkzDoefrPaatOc1WGibm8CuHYlNhbVnV9VsRso9nLyGju5itNXs0FFG/DsKKHvLVUph+FhsWHHehZ0OiiRfyY/JA2F1IMc24T2n2Bv78xAR64yqSYV2GV7NVv7fDmFqies/DkYEETk1VMFux0BMPy894pdMJwXIczFVNVG0Xj+/rxI88uFPicB4T9hBEsaRJQMpmcxg4cgdeKgGlbA4dYQ170hEMxm+OmgcJNnR+8PMSwA1cB+afsdy5dOUBYu7x8lhFemTs0TCxbLgKzs5VcagnijOzFVQaFuLhlXtRVcvBYCaCdFRHoWbJO1NBhco1FdPG0yMF+pxCUfztrVguzBCkH3Y5W1s1WeVqFqg8RgRrIVQ14vckFTGfYV6zFkWQjcZWyWkqTbLKrbof8VYnq2xGcXd6eloKPCzocrHerJOBFwgb5jeyMJM8weYtgzY2ddd7u9YjEAqmD6mMsFaPRu4nBrWbHQRxMpVBEK1KqAqzmvfOVk387nNjePJyDrbjYSgTwcfuGMAju9ePULSRkuC7e7rwia5O/PqTI6hZ/jShBCHN4iqxnKJHSIUooFCWzFAVkYor110JUPSm1Bglz/h0XVeEWMJJRAmCgqK9EoKr+At2TAEm8xVEVA91V0XZ8UOARFjDXUMp3D6YxFihjplKA/0JHdm6jVLDFpLLoe0J3NafFAsbRw3h68M5XCw0JBjqixs42qFj7twbCIcjsPp346mJigRQlKt7fbaCsVIDb9uZQU9s84OhPZ1R3NaXECsj7i3u/yCQ5K4KiE9Xi01p70PFE/4ZGc+eLMhATA2hbHkYKZrYkbblXiKkmOZ11bpoJ8OqbMvL4yX5N9X0T8wKCUgVO6eG40ngS7CJoXHSsW5BV0JCIFoP8Pwhm5dBT1CEZJGXk8FMBElWCYgrVF25VQIPrjtL9+mb1QaojTbaaKONjQVj4GtNIXLdoUQ218h77rlHmp+bhRsl4Ac5GAul9Mxdzxh/PQu7VEcgUWUtSjWBcmUw0bPZ04ck/HJ/c8iBcdVqcCpfxVfHC5iqmRJ/Hs5E8d6hDqSNW7e8wFiRhTPKgr/36FFUZms4X6pJrtFKiCBaj0ArbUJVPITVELQmE7xGyxjmLFCgMy5nTtOUjtSUBU2VRRadTTpGXQlBt23MNRpCLqmGNPl7xvdpQ8fRjpgQWKZrJorMdxUFBbMhRehMWMfhdEyI9iXbxLRZwXS2irzZkOMxGI0hXq7g/KnT2H/kEKpxBVP1PIyQDtu1MVLNomI3sCPWfVMGJ3bFk3g5P4O85QhhZV5RhfcMxSfjrEhYab4GVWaqTkOey7IrawKGrklOWnMsREMqbMfPaXhdBo9WpLSoT06Bi3DImD9Pal4NPWoKpteQLePPmIvKtem5oqwSU6Lrcq0GxdHAApX3gUB1hfkMB0aWkvFvlQLlVplCDIq7610ba6ONNtpoY3NzBvYQGHczXr3rrrvWjci+Htt2rRyMKh+sS95qii8E4xwONJC8vhbL1WD4c6sME5MQ8Zfn5/CdsZIogGTCKt65qwNv356+ZWKt5UA1CxK2dFXFv/iuY/g/PncS2YoltXhVbOcXSCvzH6OFRMEfUe0kZoREYYODwWXTJ21zyFisR20XHnknJMmrJIx4zR7NwovwtUncd0MK5ko1xFQPuqKgaPrvHzVU3LE9jXcc7kHNdnF6oiyDy/ybXNWSbbijN4HHDnSh7rpC/v/axSyGCw1RaaFa/p0Dcdjj5ySe7zx4HC/m/V4piSyXSyYmqibu70tixyZZ5rYiGdbwjv3dODldFuX/xT0aBWpzdwW533IIc4A45KFhe6KUQyV8Xo9xQ0PJdDFabKArpku9x2LfZ5keDXH7thTOvTKJ/mQY8bSvTFM1faWbRNyAE2K9wR/2Zt4ZCykoU/nG8eRzrAdku+NxUWhdZIE6NyeEPd6vSdTn/YW5zWbdv99MapGVNSqrbAXcOmfFLSYxxwuMHmgsZnGRoy/XZm/b9QYcQdDG4IfFxo246NejuMubFbeTn/FGlWp8/zdXmqhPP/203OyozMLHWuxaSHB4fqwojNpMRJUmOy1NaFnDG/4juzqwrzsmbGOq1xw6dGjVrGiyFf/1l8/jlfGSLARcMCh19u+/flHIEPduX9+gdb3ARSVoFtAD9DYGnx7wv0/Q5oWRCyW+XDg1eqv7cm6iuAJPGLpcrElo6EmEEVYVkZWbKJqwHVOeY2i+/zdlzyoNR8grXNsbDXqQ8xoIJhL9yq+mhRCORnBkWwcm8lV4lQa8hoO05uKuPmBHnKONNu4YSuOl0QLGCg3M1SwJFHZ0RnHXUBoRXRX/w6fHSxgpNTCUDAsZ5fRMCS+dmcU7BpPYe2A//uZiDl1RfZ5c0RHRMFxs4PRc9aaQVRiQ/PQju0SZ5NRMWXThNBbOVUXsdsgAL1ChxqPf+pWhEAPRB3ZkcD5bla9NBqNkSWu+1DWPQb7uoOoCwyULO1PGovtQa6H3I8f6cDFbw4W5qrCJ6dHIwPaBXRm8nq0jGlExV2xIEJowNF+Rp+5gf08ER/oT68585b7hgs0Hz1Xe2yn7yPP35MmT8n1robfVb2+zsVUYu2+VQKiNNtpo42ZjLcWwa+UMVP1g4Y7vwbh7s9e/680dGONTWYCPjcrB1ousMj4+LgVokml27tx5Q8eRn5fHhDELcxoWb5jPMGa50ViBMeD5Yh0jFb+RnzZUFC0bM00Lzl2JCI53xmDAkxifuRmnD1erSHe+WMMfXJiVomNcD0m8/9xsGTN1Cz96sB8GK3O3GALlURKaA0nwT2Rs/MGlcZwrVkXmmrBkohBQpQLbJEg0JZ3DIQU7kxEhjURYlG1YCNkeXNoAkZwSUsDsgGqFzIVCSotqy5KwnGcKc8G0EUZP2MBMtQ7XMkXpo8s2sdvQoTVCSMai6I/pKFvAZL0hU4dxTcWeZBS9TcWQqmPh1XwO3eEIEpouRdIXJ8ah5PN4z+23w45rqNbzSGsL1jK26yBvVtFp1JHSN1+JsDscxUNdA/j6zChqJDw06Sgk/IRJMhGDo6ZCzRUpjYKUpqM3HMNYvSGKKg3HFqKK4ktP+qQhxYGrmjLsQEJMUPdpJeOTrNIXzmC8noXpMpcNwfIchEOUsNdRdMtybKuuCUNRoSmqFN+Z83QbqQ3JC65mgcr6FGsdrWT8m0kW4bZvJbJKW1mljTbaaOPWxbVymiDupvUELSs3k0xwIz0axtfMwYiNysHWQ/2e8RHzAQ6q3egwscTKnifrLF+L8UnQo1kLUZSDluzR8N+kocpw5OVcTRQ6qDx+31Aax/sTkkdd7zAx8ek3pvGt0YKoY5CMPlOz8b9PTovCxbtvUGlis0g5JGzddtttEkP+248o+LdfOe8Ptkre4qFW5ZCkn59Ij4Z5STOm5uD0zo6oKNOTnHJxrgqlAiGMUM2dKo0R3beTYb+BfZhqzYEjjHwfwS42ODyuG7hrWwfy5TpChRpc2KAg/QNDBg4OqvBsE/fv6UCxZmOm3JDjx3x1qCOCxw92I9NUr6fdDXsuO9MRxHQVo4UaXj4/igd7FLz/gbvw1fGKHKfOiN/vzISByaqJU7katsUN6UdtNr7vnkG8OlnEN89npe/Hfcf+UzSiI64rojTjNVVoliKsAndvT0HVQ4hotqje83mGocMU9U8PhYaDUETFhOlgj774PtRKxH/iSA+eGy7g3EwVqagm+7dmOrhzexoz3FcdMUznG5guW0iEVcS1EIoVE+mYjvt2ZjYkp1nJApX5DGtUvE8EOc3NtEANesxbIacpvwUGirc0WWWjJObIAqXqR7BQ34yk9nrZsZQz5jaTTMDHRl3gay3u8sbERZUBy41OHwY3ET7uv/9+KeCw8MjAlUVIHq8gKOIFvFrFk995YQxfOjsniwv9+GgvwwCFBAySVvgy//vlcTyx3cDtelbYxkstlqje8aevTckixeb//TvS+MjRPgykInhhpIDXJ8tCeiE5hSAJgsHE505M3ZJkFe5TNvrpU0lJrwAfP9aPe4fSeHasiIu5KhJaCH/5xowweclu5T6X/eiSjBJCOkKyQkhIQGUhAvkLJwuuZMvyeQT3NRdM3VAxUbd9URXqPTdVWkIhD92JMBx4uHdHBvc/uAOTxQaenyqjaFpIw0S1UsHI9Cwq0PG3dkQRiyXwzWlLgp99XbH56cGi6aDYsLEnExFCChdKJT8FJZJENdWPoumKOkh/iwqIFDXDGibLlMfzbkogRA/C//bR2/D7L1GhpyD+jtyPlJszQkDYDolqD7/3d6vP402HQ3h4ZwY/ct8O/M/nh/HkpaxMY9a9kByDQHZ+WyqMgXQUL87U0JuMIGX4yQ8ffE5Q6D3UHcHPPbYTXzozh7OzVQymInhwdwbTNRuT2Rr29sYRCYUwU2pIMErLpkxcx/feNSDF+etBybTFuols5L44Az71mqQP3t+D+wC3mwE9pdCnpqZkYoCBUBAUMcjfTPLIVgmCCO639ZQpbaONNtpoY/OKpywGBPYSNxp3b+T2LQVjjNdee03yBcb4G+VFvdZ8Zr2mD4P4isSUxx9/XAqtzGlYiOc+CyRz+VgNuZ/bdbZQw+cuzWGiZsrPGG+LVQ0JGJy2UxR8WymiN6zi7vo0BqKakDeW+klfKtXxnakSLpcbEgve053AvT20jVHk54w9eyLafJ4VUUMYKZs4ma/h9q5bi+QaKHoy1m8l5SQNDX937zZcKFZwqlhBw3VRsz28mq1K9Ey/cGqjkEDCmDqhqzItyH2QMx0p8EZoGxMimcSS4mJQhqTSR4ehIWvasL0rp+n4exLlmdN8z65BFCwbs/U6RmslqLYFp1rD7NwcytMWEkYExxNp5PQoxqwGdsWjiOkLZZySZcH0XPSE/SbI7OwM3FIJ8b4+eIk4KlYeurJYsUcLqXAdF3XXQgo3xzbzSLoTXeEwXshOY9qswnS4r1wh2wRqJ0L2ER6Lr1LDXKBLD+Ngqhu7Y2lMVPMwTQthQ4ej+P60vNvwGG2LpIGQg3qojg6tY/56C+TpA+yP9CIRCmPSLAhhpcdIocuIouaVEIaObiMhtkIksfChK5rYKA2GfTLJasHr04IJ13MRQgi6YiyyMl6NBSq3OyDj3woWqNyezbDIXo97AKeQ3+zF3TbaaKONm4m19iFWGigOVABZn77jjjukxrfZuN7cIeh9cG0moWCj6n9rzWkYG7/wwgtChL0RK1NCLF2aVqb8rCSLMJ9h/ZUKcYxhAjL+amuv7B386akZ/Okb02JhQgJG1XQlrwnBr8Wztv/Hr0/jwX4DD2pTuO3wlcPEfP6TU2U8N10RFYk9qTAeH0xiRyKM8XIDz0+WZbiSRBiCBInZmoUvX87jse1pIUbcSghIOfycraScdx3oxv6eOJ68lMMbk2VEdAVfPzWLi7M1hHUqfIRg2o5PyFcU6dFwiJdqIKzXs8/A41d3PRRrzCv896PLK/tXvekIzlbL8+r5RPA1rX9IqtjTk8APf+AghnN1vDRZwlS1gYzqwK5VcGF4FFlbxQf2kCSTxBdHGjI4e+dQSvKpwMYmV7OxtzMqfTPbspAtTEPXdBTj/SjZvhJI/5LBYap6FkxbfpdeJ4WQ60Hc0PD//8gRfOaVSXzx9CwmS3XpJ9qeB1ULIcJBYfZsSHaXwW4fQubZ2YlP3DeElydKOD9dRlQF6tBQs/3ric/vSug4ti2JcxUL3fEoesJ+L3tpj6YvruGfvWs3/uqNWbw4WpQezCN7OxDORHCuZGL/UAoh28XFyRJmSw0UQooQVb77nm3oTlzfdV93XMzKEIyHjKEhtYoeTasFKgd9eO8JyPgcUuK9J8hnNtsCNbiHboWh4mq1+qYfKN7SZJWNKJ6SoMKAgok+ma9LC3c3c9uWA29M9BenpPHtt98uxeiNxFoCofWaPlzqfciiAx9kVrNgEwRF3CeB3zODIt4Ql954inUbf316Bn/06iRG8nX/PZoBDb8gIYFHwXRYiFRQt0x85nQD2x/ddwVRhQ3/X/niWbw8VpSAhtv22ROTeG6kgP/f+w8K+5cBVkBUIWT7DQ3n5iryu+uVYeaCR7ILA6r+1PpJnnE/U1WIMl1MBoLJrtbt3tcZk0eAd+7uwq985TzGCw2JWvi5yNQlYefUTEWIIdzOd+/vwmzZEmJQT0zFpawtaiuBB/z2ZBghXcVMoS6ki2Alp5ydpvIYOEhEDfQl+AjLYyAdwTdH8pisaHBTUfRmFAwYDnYpZRSyI+g3Q5ixEyioFpKJBDRdw0TZFNJEd1RHuVLB5MSEnCuZcBwTFRNHumOyPa2kFO6XfN0S1rVNwgH9jdYZDBbHyg2RIGQRfTBxJTuY73/P9gyenyjDMx2R+YuoEGulcs0WeT6OAXJtp7wbz92eVBj7ehPo0h3sdadxwgijARWqByhMLBQFPXEdHzrcg2RUx+VCA5MVCx1Rw08aXU88EmumhZNTFVRNG7s7IvjJBwfnJxTP5eo4czaLA11RvO64OLBNw24rLsEvmcWP7e4Qwsz14PXZKl6eLgvJiWDD5O7+JA50Rn1J7lUEE633CcrRkZDIIJ/3iaAhxOs5CIzWos70ZpKXe6sEQm200UYbWxnL5Qyt3uhUAWST81bavuXAggWVF0k2ZQ62kWvxWiSz13P6MNiGIKdpJdnSgpM5zfDwsPg9s7jbOqHYmkfx+eNVE18YzeFEtiIe1CSA280YOsjcOFVH2oSueLhcsVHT0vhHh3dfke+S8PL752ZRsakwoSBv2hgum5isWfjIzk6MVhqIiOf1wjaQ2M+3m6qTJHP9cUPRtFGh/Lao8a1fjMQGNXN7nlfLkXIiqoojHSl5BPvy8yOzeHqmKIU47seErmNfMoqkHsJotY6G62FbPIzjLLaOZyVXIFGlwXi6mc8w9t6ZiKGSL8kQRCtZxf+9bxmU1DTooRAGohH0R8LiU365WkZd15FKp9Dteeg0Hbi5PLz8MJRUAjONKLoTCZ+YoCgoORYyOouMHiYnp2SSd+fQduRdB2XbknzFdXzyUgDmXjy+VRZDDW9DBl3qjoma4+fXMTWCsHplIbTDiKDDMDBeLzcLuB4MJYSi48FyeR5wcMRXXGEt21AURDUD26IplKfmEMrXoXWEff91FnWZG4A2SCkMRNOwPQdVp4607s6rzlqOBdtxULZMZK2aqLr06AkMxH3Jd16P09aMEEoiIRKA6vJ6dVoKeRYSagR9RjeMpm3QauB4DipOESYa/oAAh2EQRlJNXZfiIu+nAYHtVrBA3SpqkbxfE22yShtttNHGxoLraDAItx4Dxazx0+6E/zI/uFl2btdDvqcSO2P3tfQ+NqNHw5ooY+T+/n7JF9c6TBzkM4xFqHYdKF4HcQpJFkTQo2GsstQRgPXwJ0fy+N+vTuLcXE1ibJbDGWczxmOPgLuTw8HcXMu28KWLJuKHtuPdLQO2wbZ95nwWz0yXZbtIQn9muoJT+Tp+5FCPDC1TJbI/vjg34HAk+xdUaB9MXF8+ym0cL9EiFRhI+KTk9QKH1HleHThwQBRkloL9Fz4CfOKe7fg//vg1nJ4qSy4SZ38hHcE7DnbjwmwVE4W6qGF+4LY+dMZ1/M7TI+hKaKg2HOlvEZKfxg0hkFyarswT84NPxc/JvlQsqmNbOoyOmCGPPd0xfPViDpcLdTixMJLxTuw1PByONlDLT2Ov18ApM4Zs3kUmmYBuGJgq03qTA7SG5G+8jpLJBLrTncg3bNRtW/IrHvvWHkmeA7yWI7nNRoC9kOmaJXkqhzP6otoVKqIkAz2wM4Mnh3PwKiGENA8xVYXZsFGQYWefpUKFGk33ezR9qbCo/x/simD24il06kDBpQsDYFuK5PGZqIbvuasfQ6mo2B1RRaYvasi1xvOb1k0mrcaoPlQ1MZgy8PfvH8CPPDAoz5kzXXxhpISdCUOISof2dmLfUApT+RpcRcFd29N4Yvf1KQix5nAiV5EBcB6vqBrCvlQEh9LR68oLeJ9YyQKVx3+p6spGIriHboWh4spbQP3+LU9WaWXtcuKeU1cb4Y2+EVJuS4ulm6EAcyOBkEz5nT0rxda1sKBbp6FW8j4kEy+QmAomjxgUcUHn/uJNju/P4GisbOM3nxrGy+NFFNjgn9/gBcnn5rcCCYZkEi6EPzudxbsP9yMdWQhqvn0xhxPjJSFPBIQUBlYkqfzVyWn0J/1pt6WKHCQlDCXCi7zRV4O/OTWDT784jumSKa93oCeO7zrai8N9CWGhrlUmm438e+65Z1XnFZm3r0+WcLQnhh2psLByj/Ql8ODODvmaAScVQKhKQvsdWiF95dwcLs3VRDklFVYl6CEpaK5iYU+3jqFURAqohbovXefbC3kSCO3tiGJfx8Ji1Rs38KH93Rgvm6Lokglr6Inpco40bAdd03l84dw0XpkpwxrPQ1U1xMIGMrqOSqkon7W/r08+61ipIUFlfyKMjqiGyYop35Ms8epMRb7na3/qjRncP5jEbd0LiwQnARnIcFLyRu4fM1UL3x7JY6rCgjKZ4hD5u0e3p4XoE+Abl3L43yemRB6P71V3gFzFRKVO9u38xoC5VDimIBLRYLrANy/OQZ8+j4f3DuDA4W780WtTODlTER/J3R1RPL63E6kWljI/C6+DN2YqeGmiJMf4pZECbNtDRFMk2H1kVxqfuGdAKMJ10xYPxLQRwt6OCM7n6mhIEKILc/sdezol0F0tyHR/bqIkDRD6T/KjzdVsPDNeEkumGy2QslFBYh8fEuCVy3IOkFDHiQ0u/B2dnSipCcxamjQCdmYiosyzHmo6W01ZpS2Z3UYbbbRxa9sAMcblesbXafVGZxzHyZSbidUQQ7LZrBSi+/r6RM1vo5ufNyqZHRBqGEesx/QhwWO29PiLkl8qJQ9KnZN8EJDxAxuQgLhCEsu3p8v4+kQBY5WGWHUSyygN++/Pwr809EMouMDzcxU8MbTwObhdXx4vCJGBk1vBtnFa7fmZMh7oScgEW6nCCG9xcZZIcATvOsBY/y+Gs3g9V5Vci0SVI5ko7u5OYDAWXpOlUDCEwmtgtcpCw5W6qHfsT8ZkX/VFdexNRbEvGZPCYtmi+oeHlK7JkMGFMhVo8qLGGKYUs0IbIM6ZAUXLEyIGaTC5hil/x7/hVvDs4zE4kkkKWYXgvt6dSKEvEkXBsuS1MjptVFVgF33HTbw6OYGTpQJOZWf9IQjdgK5pMvnIOJYWqiSnhVRVbFL52gkthoJFqyNbFFZoJzRcpVKIh5xZwHTdxpF0RiyEAlD9g5+BtjjXC55Ds2Yec2ZBlEgIqpF0G2l0hxdI6yT3PD03gVOlrCiqcJ+wNl4U2esAVLZhwdZDOuQ3LApmA0+NnEdmLIe33X47RpUyLldnhVwUUXUMRJLYGWsST+Tv/XzG9mzMmDnkrSIuV6rIWfS8D0FFCNGQjttTfejVY3J92q5/TyUhxVEcmJ4pCpaqpyKpxZHRM9d13666ZTS8GjTFLzBz/5peHRWH+e2NkdhXa4Ha2d2JZGccqsFPGoKh0MpqfcqAWyWnYT5DtMkqbbTRRhu3LpYSQgqFgsRxbFreddddVxAbbua2rbQmUnmRTfa1KC9uBllldHRUYoWDBw9KDHEjWG6YeCl4zJjf8cHn85gyp2E+w/4b45Qgp6GixH99bhTPjxelLxDsbRItRGmPM5nqgr2mxHdCFFDwzEQN57M1qdkGuFw28cJsRRTFA3VubsNUzcaXx4p4rC8utWbG8KxvB2BPgdY4gdrKavHqdBl/8PoUxoo+Qbw/buChbUkc7Yljd9eNW5wEQyhUnzh27NiqemrswbwwWsCxbSlsy0QQC2vSo3l4T6dsC4kdM2VT+jOZqI6JYh1/+sokTk5TPYU9Gk2UJeu217R99YkuzD2mSv7n437nc9mj2dERxZ3bFhRRk2ENHzzAHk1DVHJo30TiD/+GfYaBbBHWq2N4fbqC2lhBhlvZo+kKG7AbdYzOzqCjIyNDpbNVSwbC+2IGeqMWxiqmqKvwfV8aK8hxp9p/sdTAvdtSeHB7ZtHAMfNL5nDXOxxOUEn02ekyxquWfHbmiD1UJe2Jo6NFxeWViRL++zMjeGO6AkOGrF3USpbY7ATWS4RtukhqISTjBlw1hBfGCvj016fwwGAMv/q+PfhfJyZxYrKMsA7s74jibQc6sad5TnOAgrkbMVo28cpsRQaJv3JiAqWKJXkK1XJuH0ziZx/fgVREQd20RLmy09CxM6HLNVF0VXR2xWVw4p7eGLYvIWtdDawHvJStoOG4kiNzj5ZtF2/ka6KucqM9mtVaoLqJDhTUCKhR2R1RsSsZlmt4rWgdINoKOU3iTa4Uqb3VJeaCYmGgTsIbP1mlNxvXCoR44bJYuhapts2YRAxklzkduN7Th9czeUSWMAuWDIoo2f3a62/gz2fjGK6FZBFpDe0CigrfYlGdl5JdUljzMFFs4PxsFXcNped/fZJs1SXKKVwguai+MFbErz7Rj94XDUyU6kJo4WJZqNsSADxxqOe6zudvX8ji1795SQKMZETDdNnEl8/M4juXc7h9Rwb3DaXwfXcMLCI4rAYBAYosRspkr8ZT88lLefzKF88IaYZgUbknoWN/d1yIKgT3SSuB5vhAAge6Y7iU4zQbCTt+8LCrIyKBYb7qq5eQFTxcqMuCyP1fNR10xwy8d28nupqehgH4vrvSC9vL13llqoSTc1XZz1O2gRCl7iIePNtGBDbMchmnSsBAnEGXi7lqQ4qhR7rjUix/YDCFp2h1lK/jVLYqUm7bkga2p8IoNGx86VJOnkdCCYkZZ7NVjDZVUUimONodx6Gu2KqOA4k4T48VhKiyLemfHwwwz2VrEiQ/1DzX5qoWvnYxJ+dNTA8hqqnCJC7XHAkUuE77ZCv/dat1G6mYjoplo1SzMZrswA/s34/9AB7YnsY3hgs4MV0RNZQgeOP2szeQiehCVPnrs3OoWzZeHC6g3LCF3MJgl+f2l8/lsKs7gQ8c6kZPkv6WIWGh+2o5ZH75wWFXVENH9PqUqqjuwuPYH/ePK7eORKFLhTpGi/V1mebjdUcyBh9UZ6LqyvTMLD7/+iSen5gSkk/YMBCPhvHInm585NiAHJu3irIK75tvdtZuG2200cZWRlC45ZrIqUMWdbnGbJQ3+noTQ0hmJ1F0LcXSzSjsBtOHayHUrKaouxx4HElACGxAgglF5lgzrooXjW5YijqvpHKNrZCISnIaD0ISeWJogdDEqbHxiim2nK3bx+9nGjaGK6YQSaiuwvicP2cRLtewRf3uthYy+Wr2x2cuzOK1XFUKyYxDOTU2Umng+dkSdibDeLQvg9s6rj8O4fEiAYr7jISfa+1rFk4/e2kaT8+UYPH4KIqQT4pWGPf1pOZjv0SL/Q7xSG8aT04VwDK60yQJRVlwC2vINmyEVQVpTZXPlzN9f3b+j8/bGY/gWOZKq6uYpssjQNEycaFcwpxZR5FWN7EIYpGwTOmFbBtqrY7ZcgmGB1FcaVgmqraCFMnZ4SiMUAi1sIU5s4SxWhXDlYaQWHqNGHRVx2itAtN18GB3ryiAzDVKyJll5Cxb1E0yegyD0aTYDK3mnK04Ncw08kJ0Sar+hGfDtTDdyCGqhhHX/J9drhYxUa/Ivo6FdFiur/Ti6236cX9wSvNnlCTXwKK5Pwl79+1H0UULHHTgULIfo9UJOU5RbeG+Z7kW9JAhlJSx+gTyVgl508Vsg1OvvmJLVDVQc22cKE/hbd17hLgS9aIo2HkhrTDn8sSeSKSJoHk+6WO14D4lMUVVSHDy/47/6tBh0haIJdd1yAuWs0Cdyc6g4GaRz85A1VQYRhgRPYKuSC8izWPzVshpuC84wbkViDVttNFGG29V8B7NXKZVnYQxHOt0N3OYeDW9ENYRGXeSYM7ex2bV0K43p2F8wLyL+5cEoKUq6us5TLwUfA6JR3xwQJx9LRLxmdOQ5PN0NYlXKzpqVkBO8S0gaQcpr94sds/Hh02yiuVCVCXOzlYWkVUulRpSi860kE6E6KuFcKFYxw/s75Ta/vl8TRTX2fRmfFmxHLxte1qUzlcLKoj85nOjKNZpRaNitmJiJF/DsyN5pF0Ptw8k8eOP7LpuRfzgeHG4nkMoq7HIPTNdxs/9yRu4mK3JPtK1EDpJ9EgYQiohqDJP8kmAgVQEj+3rxGtTJdm/vrqkgsG0Ib2W83MVqfXv6owiZtSlB8FjRBWWdFTHEwe7pQfUCvbDtqcW3oNkDxJ6XpkuI1e3MWbrCMUSiLFH49qIh2y49SLeGPUwENdkyLhQM5GrOXh8V0aGZe/sicsxnag08MpoEZNFf9h4VzqMiuniS+ez0qe4dygthI7zxbr0FebKdcRCIRzpiuFoX2LVvYnXsjWxue2P+ecH8zgqjb40W8XbBpOSw5A085enplEQFX4FqYiOSsOeJ6oE7YOAtFKp2+jJhKXXwbz3hZCKTz5xXK6jf9OfwuuzZcmDd2ei8/mnPxgNyS+prvL/sfcfYHJl6XUgeOK58C69RcL7AlC+uqqr2vum7aZ3LWlGhqJmvyFH2l1pdpf8RpQ00kha7VAcSRSH1Ddsikb0bDbbVZvq6i4HlAFQVfAJIL0Jb56N2O/8L15mZCIdbCWq46+OBpAZ8eK+++579zfnP+fZiaIwm3zjzIyoEsSjOhIRDQk1hJeuFfFfX5vDP3hmJ3qgIGmYKLKwEWKdk/erL6dFuVqyCt3Ms3XWdCT+H4wufy6pq9Lkcr1mQ98i+/1mtpYE6ouTOZyanoPZAAxdl3r4ga44PjHWJWvzduxmczPvdI0m0QGrvPsdIYI+GMDeK3aS23U4uJmTPm1oaEgSu/cyQXAznYh3s/uQm9yL14v49rWCFO/3dkWFtWF3myxNYK7XwEzFhqGGxcndvXs3zs8UsPjViwiHbAFKLJOYrTQBrARZsuAtTQjLBgv67RbR2bt143G4CRDFy83wl96/G//uuXHZULnZEF36qUN9+L7DNyff9KenZ31GlnQEUyUfHEEAge00UKrZ+OaVvCCBf+6hlXqNGxmdajrXvF50grYigXU5V8Ovfu2igHcS7L5sgUQWqg4+f3ISj+1IYzRzYyKM15COEaV8iNilEXRD4AfPh2hQytKULRc70hGR3iHqtyuq42cfHMQzW5CS+c5EEadmKzBND6euFTBTthCPqDgylMLuniRmckVJMyZSabxdcWGVK4ghjxNpFfGKi2qsD4OJGD65pwvfnijiWtnCoe6YjJfrggCU8aIlMjVcD/yumaol7C5cUzz224t1QVF/mowlm2gnklVltuqIoxU4JAT5dEU1Acs8OJAQYMp4oY6S5cl6ytVd32Gid96W0G1fu2TCo2SPQQdfUTHv+VqUAc31Q4NJodSjc80xityP7WJnJipO/Tev5BAKNWVtkQqQACQm2HnO2bQuKOmvXViQNTyaieGBwZSAaSizxJjA0BSkIqo4uF+7sojv39eNWMvp3+zZRZ3GYC74PVwHvBHJwMM1z2fRnXYmuO5LWgrjXgX7d2QQDnnyLFsoVfGFVy+jsTiBR3b2SFDHQOFWvv9+6UKkMYB8tztCHetYxzp2P1uwnzA+OHPmjIDu7wU7ye0C8LkXsqOPlMYPP/zwDfKa2ymxGyTM70b3IRNNL85XcK5Ql6TekWwUj/bQ57vx+jF5WnE9pLp6ltjhvnB5Bs5MBXWHLJGq+H9rxzWrAxo/aUaN73YLOs8CppSl97Y+SUa/B7rimDcdvDJfxrzpis9LVsMfGusW1pWt2gQTyyVTklz83tm67bMpIoSq20TBdvDlyUX5/Y7E1oFXXFNkF+L1Wosmey372vQinp8tySxR+ojpcYInrldNfG2qgB/fvXaspoUUZMM6Ug0/PtAkCc4zAGqeg56IgXnTloSgESH4xddUH4wZ+P4dA8hsEh/XXBevFxaRsy1QsfZKmQwtZJFUsCcZhY4mpur04SOwwgauOA6aiwuIeR4eiMRQhN+pNhTJCOhktj6LhEbGmPgSa4oWCmPRMjFTr8FqEKhSxUTdRcmhTGgDk/UqrterOJDMYn9y8xis4tYF2BFvA41EVAMlpya/C8AqBKoQSEPgDOVV+acnq6lVnFh1XDJJ6gR2NBtQDAPVtlskrOroi2aRcwoiPcRzowQQV21MjaLm1VByq/Ldl6tFSRxHVV3e48JFSguj6FiYsSrYm+hGNpKBbdkoOAV4HFWI8BQFGnXkGybyVh5pLS338mbPWpZcWE4hYEY6PJtM8DcQkuoLae3vPOAjkED1ojZiTR1qU4NZt1CrVVGo+8yzaiWM7q7bk0C9X2KagDL7fkhCd6xjHevY96oMEPcTgj4YH5At7l6xk2x1bEEj7eq9hMVD1j64z7BZ4F4ywNxMQzGbU1lLYo7vVgE1GzUTs8Hzu1NlyYn3xw28Z5BM5DfWaPh55r8bTQ0jo6MSW5XrFv7oS+cRDlmoOfyOtaOZYH3xK/2/yxFRJ0t7fWVMQx/T/+3KY7EWw/w0f/83H+jHb74xI6zlzHOTFePBvgQ+s//mFAG+eTWPkulKPn+u4iBfowynr2GpaMCL4wVY7mX8008f3DJbN+eYjQm8XmwmFvnPTWyxauMf/dlbuLhQQ1RXRJ6GYIp8zcZfnp3DEzuz8lrLBtMRDKUiUpthMy1rPImwilzV9oEScQPTJRs7MhGkI6owrHCl/+QjQ/jssYFNz+v0XBXPjudhOh7OTJQwvliDoSvY0xfHkaEMCqUyipaJbCaJi2UXb1wtIYwcDqUVDHhk5dGQTqXwgeEUXp2p4HSjiGN9cfTEdIldSeLOetLJqRJ6UhGcWqhholDH+dmy1BNkDLMVaWr+4UP9GNoEOERWFbK4ZMLqEnsH49XeiIYF00Xe8tAd0aSRdrZioy9pIF93Za01RLZqRRlxqUbDFMRixUYmrsqcFZthqSEFJPf7sjEUPA9TNUuaHXgUgvm7DE1iztfmqig7DTQtF7myjR42O12KYUQAAQAASURBVKuKjDdl6NJ0/O1LOXzu8VGkowaO9yTwjamSHE9txapZQ0FXOIRTC2XEQkBXxAefbBaPEChE43tZlylQqlbYK1sAp7sgD8pnbyiRwVQYGOhvIqlQBrWOUq2Gl69VUJ+5jkf7ErclgXq/gO9pfB7cKsjwfrH7mlnldh0hfo4sG6Qdo0OxleL8dtGfZxJ6q8m3dyK5e6e7D1c/NP/0zTn8yVtzKNVdYXz47ngef3xmFh/b24UdmSiGU2E8OJzGa9Nl/Mmbc5gomsKKQXDEZ470oVgndZgH2/MhupIQC7jklqzV1dXaXQJUL//PT6OttMd3ZPDnZ+eQqzkiH8MxUz+O9sxuPwFPWrRf/+EjeHWyJJp6lO5p1xTc6rxcXqwJAIbAkLLtCiqWmxz/jZau3UsTJXz6YN8NDCR3iiab9o3LOcyWLHGCiF4NNm+CGugknZoorQlWoRFow/dyfO0UbaQTOzGYxHA6gj9/a05AJsH7P3N0AB/d171poilXd3AuV0ehZOMbb8+hIDJPTeRKwEzOxLXBKLJhQItn0Ksb2NsblWOajgNH8fD2bAEnL1xFLKxjV18XQkpK2E0oZdNucV0RWjsCJ7geCB6JaSr6YqqAOXhal/J1QQ4/PZrZdNNnonY1awdBR0QIE0TSbgTuTGo2yraHcBtl4VrGzyqaKsl+OuB0KoLPpMMaPjiWxduLNUyUeS5csyFhtPndgoUr+ZqglGcdq8XcQsCYr0tJ6SYCaji/QdD2vp1ZXMjVpcOW4JreuI7hRBhRPYTrRRPXSib2ZlpMKa37ej2nqC9m4HzOFFDU5XwddTpkTcBFUyjsCC28Gw7FhYWaaKESIc60ODuaeW805yuoGIo4B6TN5LhZXAvo6ra6h9xPjtD3gh5ixzrWsY6903Y7BbTgs0w+0od7J+KDm02iBgwwTJo++eSTW0q+3ekxMb5YK+Hcbvw9O/24599Owny97sOy4+H/uriAKyUTVoOUzZTaqeErEyU81ecDVg6mI9Kh9+x0Ca8tVgXoQI9wXyqKjw6ncaHWQL4RgiuwhSC5uxyzrLRVckOteKZ9HqjFTcAM9d35dybn+Pu87TOn7EtHpNPu+3Z04fHepDCsEMCyNx2V99+MLZqO+P2U1CEwQqQ01ZAk8ZhITmkaCo6Ls4XqlsAq7TTZx48f3/L1KtkuTi5UBJATU5dlmcgqwmTtxVJdkoT08VdbrOVfE/idNZb9QNOjBE8I7+3L4vV8SUAvPCeCW/anI/jUSO+mQJUA0JG3LYwXm7hWdVpJwpB0yC3U6+hXKwhHdLjRGLK6hi7EJGnoOY7EoW+NX4L59hl0JdPo7eqBowIpg9dw+VppvB94PewqEDJR89ghR4CNIT4/WVEAD5crRZEoSuvhTZlE1spX81hkslz1U6Q0AwtW3Y8xgjW5zrEZpURUTYAtxHq0W0JNQAmpqLgV2A1fH548LfN2Dk7DlZ9REkmYc1r3gi8TFECxIAwzNMr/ZPWMHEtgKiEVESWMsGIIW0u9WUfci0NptJhSWvf1WjGNKv9pcJo2zIYNp2HL2MnWQjmekACd7jyIgtfBaVry3aqiIR7nKy7fW6cslOqtkEAN4hmC8bcap9wvMQ1zHXdb775jHetYxzp2e0Y/jtKgjAtYo9lOz+0AmMl9rx2MMjc3J+zkY2Nj2Lt37z0HRW4VrLKanf9W6l8bSZm+MlPG752bR8Qw0Zcw4WouvjmnYsrOYG86hrCio9fI4HrJwZ+eX8Dlgl+jSYVVfGhnBiNxA5P1BuqehpDehEpJSMZqLV3T9cp+AUjfL+mvtMPZCBK6KqCCrjAB/X7NxPSaeHLAl3inNM3/84kdArQhezqlZvZktsYk2G5k72AunxEYWV4YK7FGQulVOsUjmQjemqng7HQZx9rkctazdrbURx99dMvX67lLOVzL16VplE3ANPrMbEgl88cr1wrrglXYUMz6A5tNI20xT9ny8MBQEj/0wAD+0/PXMFm0ZA30JcL42KFe/HdP7tgUqMJ5f222jHLdwbfeWsBc2W/gZlgzV7AwlauhN9aEFklBN8LY169KLGG7HvSQK8wu5yd8BsWxniwsLSnsiH1EqLQZwTVs7j2bq4nc6FS+JutiZzYqYIpGo4nJkoVvXc3jxx/YWFWDcSmZ96OrJFE5Bv48qNGEWi/WVpKt7w8UF9aLZxjrsh4Z1zR5b77uiCQTjUCqh3uS6ClrmKzZki/g++dND89OFnGlaInkTt5m7OxLVgXLlWNiI33F8uTFmsaRrigmaxYWbQdGSEHaUNEfU6U5mT+frttI68vnGADx1/LvGfPyupDd5SqbvFmjQUtqiWueDPt34Rk4WXOE/XU05oNqjLSBTDqNcM2PrVy3LI1FfD6xdhPENFtlGb5fwPe0jgzQu9hIocWuKzKpkPpsu3VZrAar8MZhhxi7JrlRES32TthWwCpB9+H+/fvFYbsV24gme65q46/OL2AiX0fZdAXhyQ1nsWzjNxYn5T18Ox2DdFSFR4eEm0gzhImCiVNTJb/g7fkAg8B8lOP668Afg58g7En4VGjtdmwwiR85NoA/emMG10sWG6WgqSF8YG83PrJ/OVnKDeipXWs7B1sxjoPUcRfmqwjrpN72JXSCDkhuTGT9oK4fmSg2A6swGGCBg2hmss7czL1AbUBuVEHCjxZIyXCz2ghI9vSuLP763DyuFUz0CPUYUcCuMIZwvvZ0x/D4jrRo/vGIR/oT6FnliKxndDLpiL14ifI1Dei60rpyTZiWh8n5OjJ7ujFfd9Ed1VGxSe3clG7Qq3WgEu1Cb18f5i0LC7kavNpVzNV06DUDqUQcsVgcmqZKh2tM18Wx4CApEdUT9Tc4OhyW20Q6oghwZjOwCmWDSDNIOjyOKTD+ezBuLCXId2ejApohGGZfdwRX8iZqht/B2Y4YD7At9C/IqNJs6UYSyEVnpt14vMeHUxgsmvjS5ZzMBd9LcMh81RbHkvI7XBuU96GepCRjQ01hv3lyMLu0bhhwLJgONE2BqoZ8ykY1BEPXBDDjhUhBbSzd3+3PudVOEWWdXpwq4TvXy7KmCQ5iYMGO1wuLNYw5m3cz3ooJrfoat4Gmqognkzh6dEDGXiqVhIqfEgbs/mByl+AVFkfYzbjevXS/OEIBhfh2YRzrWMc61rGOrTTuoWRToR09elRYF7ebrWZl5N7JZCljGTKqvBP684HvsBFYJeg+DNg373T3Ie3UQhXnC3XkzYbEKoEU6QXbwoWiT4NOS2khqEoDDuVjyOIbAqZrDp6fKYn0jF/cbwFUlngpWj5h4Iv7/1iRymVeKruGHvtHRzKYqTkixxN8isneHxzrFtaQwPqiZLO49WaPpE7QgR+nLSf8QiAch/EEwfi6pyBnESyxsXGNsejOosFWabIDy1HPew3fj7huSiUxIdnKld9gjMEe7UnhS5OLyFuO+Os8FhNqB9NR7E/FsC8VE7AKmWIoI0T5HwJEtmIlx0HOYpLOlaQsFL+blOug6gCOFkNIbcB1mGjUUfNcSRYyqZ1TmxjpHkCm2YBVN3G9OI+Fmg07bKAnEpU1zYIQ/X4aGT/0UFPkf5jYDmI6XhNeJyZ9yfCyGVglqkaQs0sCTAlkb/h33gsRdfmzQ5EEZs060poO12ig7Dgy57bE4z5LZTtwRQ0xdvdjkJhqIKqufHYItbsak9eMOYcq6tApvQMV9aaJuldH3QsjqWlYsCwYTJKjCb6DgBV+vv3crAblYSmz2mqqEJlgBbpqgHwsnONQg+Aq/9yC59xqMD4/E1XiKNklmE0LunyjL8Ul3YiaidAd0Fu/0fxnyo3Mr/766BkZwK7RPVIQYT6AMQ07eHku7WD8jdhx75eYJkjsbrecX8c61rGOdcy3YrGIK1euyHP68ccff0fig63EDsFeL02kly/L64EHHhBmy3dqXIF00nrGPZ7Ah9th59+oRsMc8Rev5LCzJ4eRTE1kRujWu80QSs0KThVCS/7IlbkoXpyKgCQonEnKuZxfrAk4nGDiptQRWuemMo/P7924BsWhrNVcKqyPO7P4oys5zJl+IzFHTeD9R4bTK3z5o6skbG7WyCRzdq4qdSaeC8EbEgcy3gqFpMGXefXF2sbXKvBZeL0YyzC+v5nrRbYSf6bbAhfWbBTm8n1wyHr2yI4MDvYncHqqjK6YLoAXMsSwtvGDDwzg6b3dODqUwqsTRWlePdCfwK422aWNjACOkuXijWsFkRAiowprRgJIcTxMLdYx0NWFubqLeFiXGNByG3JdFyzgZTeCfUODEu8UrBqU2Snk511cqhnoTiYkptENHRXThaGrKFoeXNcTtpugjsQ6QslrIhPRcK1Ql5pROrJ+HEu5KAI6KOvaLjNTtD0kNB/0ETRWDybD0px7oDcuza9ewwfuy3wTr6SG4LWCSWHi1Cgp5INrBhJhqb+0GxtADmTiGIyF8Y3pkjR3sHmF9wbBK6wT7UwYiFKCx/IQb619xm75qo2hTERY8WmMsxmDamoThtKQ+4qMO/TfdVUTKeH2Gk3wWguM3x/RhS30m9NV+X2K65qyPEoIc3UPqqfi0F2o0QT1ztV+PM8jHI7h0N6RpfoF6+as97PhiIDHIJ5Jp31GzPsZfE/7XqjRbK/d/x4YF+/FixcxPj4urB/bVZOqHR1LeRZuVLR3Wn9+I7BK0H1Itprb6T7cTM/94mJNkKJFsmU0g0Tw6mNA2C7MckM2QU1XEWo5CkTmiqPEgjtlUto+vEL2Z00LCW3WYELD/p6VXaAc588+MozHxzJ4+XpRmBmODSVxYii1ZZq3rdqnDvfh//vNcdmI+Tilo8DvIxBmIB0Rtg0yr2wGVJmenhZg0cGDBzE8vHXJoMB64wYSUQ3Fqu/ACNMR/IQzN9sHBtd/gNJh+Efv343/8sqkaEty3g/0xfATJ4YEqEIjUpevmzU6EhwTGXQEWUu0Z8N3zAiisDxfW9FqNjFTdcQB4tgJKuHc1V1dtAzVeAQz1SiG+gZwqFTF1VwV5VwJzsw8aqEwLNWA60RRcv11wWR2YFxXxDNtNX2XMFSRDCI4w3Qt6aYltVtUVfBAX2JpDRHM8/G93fjL8wsCyuE1DmsqlAZEE1OKGK1j8s9YRAf9qkCK6skdmaXk82o7u1AVgMpYi/kkaQD7uqM4O1fDQMzAcDqMq7m6nww2fNo/BgSfbslYkVHnK1dy4jjREU4YIUxXHZTtBg52R4XWnZR0dIrai1fB/c57mcUhGTsdelVBX0QThDKBWbTRuCaBAM91zlbvikNB1PV3rxWFnjBAo9NRZtCxu9u/7/m9gd4qdXQty5IkbwBe4fkFThETvu3B9v3mCHWYVTrWsY51bPsZO+QYH3B/YYJhO3UfrgfAZ+KAxVCCo28WIH23Es5r7cft3Ye3yr4ZFK/bC9irz/d8sY6c6UmSZ8Vn/QO02FFCKLWkR+kK0bcMgBOrI7IbhE2XOLTbf8rgyf+R3gzhQMK4YVwZQ8PfOdSPs/k6Zuq2UBA/kI2he4OE3q3YrmRYOimvlH1aYpFIIZC5QXY9TX5G4EdvZGOwOtcXu1op27hVmux2i6oqEroiVMYOKcBDy748XyOxsCQl17OHu5OSRHtpviQyTUx682cfHPLB3DzcWCKKMdw8gxDHtiAxbxN0SYXFmteVmuAhBbWmBqVpyneQgYUgk5rnoeJRJ72JjK5hVyIBJxyBk0riIUTxZi6PsmWiMDsnkkJe3E+SVnUVTsiD6dFnXV4TvoTNWryia1tKi6OoxVB2azDIfS5NDC6SWhxJffk5NRZPYs6qYarOxgQFMU0X5pl524HFe6f17TSWK4xWHE5mle5wFAORtWUqTc9Cxa0iHApDb31/OpREzTVRcMroD6dQdBxUPVeOR35227XleAMRP3bl5/NOUeR6NMr3oIGqVxNwi6FQt16DpmiS8KUFccy6YHyJghTo8KnK+fewEpE/80oOiiCR7qzxO7WQDrtpQWku51QItCFTDMdC4/7BIhtfPIcAjE9GqbfffltAHoxnmNthcrT9eXG/xDSdeKZjHetYx7avcb9h8xdrNOVyedsBVWjBXsd9jzlLNgsUCgUB1twMQPpuNwWsN7fM+Y+Ojt6VGs1U1UZIq2A0WxUJebqQXjNgy1sZg4z11VBvuPjOZTK9BdL1zaXCc1MBmmQul1/6jY+CzN/A+A1dYQUHV9VoaI/2xTGWNPDGos+SOJowhEFydfPx7dozO9L47kRRGMbJqsL4pUFQAH1QjcwmntQp+jepb3BNvfbaa1KfuRWmnq64LsAY1jUYBwS5f9ZoyHy+EasLazr/+KP78BvfuYaT1wu+rFE6gh97cAhP7/HVArIxHR9sa8beqnFMrFlN5k1pRK0LAMlv6mCtg+uFyglsAF6oOyIrwybbK0VTwCFpU8XRvjgGs0nM1SPIdPfikVQJp6cKsItVOLOLsBQdFSWMfYMpXC5bcB13SbaGxviZy0ndvPAnxnEdzPhso5NVB3EtJM2zXHBHuqNLABYCa37gcB9+57VpkQOi0gFjQW0whAuzFR8k1DaORFyDoamIhlWkohoe25FGahXQKrDxsiVgGcbLwVogU/2puSqqoRAOj6Rw8kpempmlad1lLBjCZ04MCtiIa+Dl+TJm6k6rRqWi6Liouh52IyK/p7RQUKOhBXHMemD8bkMXIA/zEry/e8IaeiKaMBjNeNpdiQv6o7qAjQjUIbsLjefD8zjatczcz5iFr507d4qkXADGJ/kDz6kdjN8ugXq/gO+DPNW7vUaz/TyAuygDxIXKRBaDVSYeqdXLjWA7WuBwEF3MZClvpCNHjrzjN896YJX27kPObfuNQ/QokbIEj+xIR26g6dpq92FgfPAShOA/6/ng9D+7ntlOA6rGFFfrWK2kYeuvUFUCg5bPaS2N7Hbj5nbMKOLUC89L0qa3t3dJAoTjPdiXkNfdtE8c6sV8xcafnp5Fs+5IIT0e1nBkJIWS7QlN2ycP9AgwYC3jfBGwReT6zdBkr7b37PCBOXWL38nEl4/Wpd/36UN92L0JypaglF/56F6R+uGeTzTqnQD2EMzAdUbHhOuEh2QyVsBGsoabsh6FdcdrwG0qcB1PJJXqbgMLNeCl6bJoBZLVZN50cGwwizkLuFbSYKlRuJ6HPjRglGbhujrmEIEXUoQ+PGb4rCS9UV10Ax8d3Fpy+oG+uIBAzudqcg33ZcM42B3DcHKlQ/vEaBqDSR+5TaeEbClHe2P4Dy9N4I9OzwqamwQvsZiBRkiR602n8pP7evDEyDKCvN0YIMwRuBNe+YzZ15MQUMpszUZ3KgKr0USl7gpIhahhUgEGoCQ6khMlS0A35xZrMgdM/i/WHbw538BToxmMpJbBdoET0140an/xWcAXKeqGUxFZX2rwGd7bvLZ3wRE63J/AAwNJvD5d9in15DnWxNH+OI72r31v09FhpwJfwbObThHvMTpGRPEGTtH9ktgNHCE6ex3rWMc61rHtY+wYod89ODgoycdvf/vbW9Yrv9fG/Y5xAmVM6XvS7+zr63vHx0RbK6YJug+DuW3fr5mAnKjY4hvsTobXTXRuJGXabgQlOxs0CwasgIExcddik77B/B669giGybQ11d6XcAgRuGhcOoPvzkQlnmE8QH+FYyZD5UPSZXj3kiH06358dy/+4MqCJOMYq9F3J1V3d1TDnOkgqak4ml1/DAQLM6nLGPlmaLLbrS+iY1ciihwpk50G6q7PXsLEbsrQ8NHhZQbB9c7j8d40HuxKomBTElQRBpU7Yf2RGJRQriVHq0jzhfCLSLue35VILBNDWYu5V60J03NEhohLa8K0QPX0XfGYcHkYqofd2S6cLeZRN3SJZ8JwEbMqyJcsNJM6HMWACQNRRUUjRMkcRb4jrKjoMjZvItAUFSPRPuTtEkqu33nXFU4ha6SghZbjDENR8VjXgEgdBTJAA5EYIiEVfzx5CfOWLas6HCJAJAQ3FBIAfm84igcz/TcwqwRGhhgyokTUtpgjpCCjp1BwSnCaNfSEKaVERhXK++gYiaVxKNkn8kgC2HBLwn4SV+MwGwQDkVFSEcBKKBRHl5pdYo2R47fu8fUSvW7DAUPRMMJQOQchskP6eSxeT+Uu5HikuUBJwmu4IgcUajIf4l/PeCglgJW1PsNnAF8EFLJbOwDj8z7j7wMgPv+8X5K7HbBKxzrWsY7dG7uZ4jr3EIIi2UTJhlcamym363lxv+N+QiY/AmooZboR+9g7WaOhf8G5pdwf1QS4ZwfGAvVk1RSANSUs+6M3Atc3kzJtNxbmhzIVH6jSkjjxsfEr38vf0lva02vjzFQE+Sp9Ln9ul5gTWPPRFDgu5Yb8z22GLeDv9xk1jL/2IsrdXRLT8BUUo8kC+eGROwu4X20He+L4ueMD+MM350V+xTSbCJF5XVdQMx0sVBw8vtNnLtlIAYK543379t0ysOjJXV34yzNzuMR8vM04lKoCIhSLR8fSeHITlv/+ZBj/88f2Yb5ioWZ7GEhFliRtbsfYPLs7E22xzviMKryozF4wx88aBhlC6OvX2XwtQAs28Hryb7KSvDxZxp5uF/u7Y5iquTg20oU5s4Ezc1VYiiEM6X0RBQkzh2JdQ06Jouq4mKsAfcmwSNakDEUUGpjX34hVJTCCmzQlgUslS8AYA2EVu1MGRlfVNVkD/Afv2YFXp0rI1R1p7Gbj+lfPzeNfff2yzGVEaSKZjEDRfOBOJqrjfbu68OmDvet+f852JSZvv+8GYjoGYpow1QwMJnGgAUzPVRFVgLFsFD94fAAfagGKWMsiU+pYIozrtZAAttgIQQncC0UTx7rjGF51Lu1s92uB8flKaQpG4pw/srT4Y9OVBsrN9fMet2MDUQ1Hs1G8lquJdDABRwQ2DcV0AZ+tZcwJEADJF8+BQEjGM6slUJn/uJ9qNNUWW+S72e57sMpWjYuSiUcuxqBDLp/Pb9vELp0g3kwvvfSSoCmJCtsODDBr6SFu1H14MVfDb5ycxHlqrNukwQphf3cU/+Tp3RhoK8BvpfswsEN9ia2AIFcYwQlMCK22gIqOmy/ZSeQrRSt9mR5tmVLbR3bu7orh7336Aek6YrGAxWiiqqmLFoBX7nZ3K+fxc4+NCKPFmZkyXrxexPWyJRp8pH7+9IEe/GCL7WK9gIBgLSZ1b4c+6tGRFH702AD+8u15XF2oiQ5id0LDjx4fwOceHdnSmuV7BtsADHdqfn7saD++8MYMFisWSKHD5CNlmSy7gXhUh2YokvUnTXetQv3wpnC0cf4iXAPNJs7lakgYSQFdnJwpi2N9sCuKmYotDkgkbmBnfz9GbQtvzZVwoehgfNGW+yRqsNOxgeMDKRzfIniJ496bjcprI2p62lgmKq92+5+e3gmvXsJLczYU3fCR6fLeCH7q2CAe2oDphrcHHcj5VbSEQmPIQots9gr2DiQwGA/jg7uzONq3kk65aLryfV1RAwd6QpgsmYLoZvBC8NAHdmbl7+uOYQ2naCgVwdn5ujDjkPqcwDImzJ2GhwF94zm6VePz4EeO9WN/TwxvzfusPwd7YzgxlBSavc2M58DnAV98fpMdK0j0BtSmZMjiPcj3bMfOkQDgySLQu51irmMd61jH3mnb6l4WgI3JEnno0CGMjIysKR+63c6N+x33RsrpbIc9pb07cq3uQ1JkUx4zMPqEX71ewFcmSwLAdahfran44FAKP7qna0VyY7Puw3ZL675M41bNlytdBmKv+J2ki/zfy99b4Py1sDD8ObuTPrqzHx/o3yv+Ca9RoI0exDOrmeHuhpGt5e8eHMD1qo0rZRMXSlXp+CKonMnzp/vTGIqF103WBJJSbOq41SQTr9GHh7qF1eVCyZQkGH2/0ZiBH93djx2JrcUpBC/1Re9s0SJrhPFgVxpT1RxM15X1pbWkZRohIKYxWeefd9Hx4Nn0jZvS7UafO6oowiJyrVbHSFQXidOiY6PLMJBt6ig6dTShIppKYWc0jMVKAbNmGVW3jnHLj2nCqiESpUfS2U0lgAIj80hfpAu9zY2BPmSC2RFLyqvdPtUzjC9PvAWbUlE655TnFMLeRArH0sMypvWMYBCuf6/JZOay387YQYDuQq+tIh4zkNGS2BkbQERbzl+QTcWXRNKlA5HHshqMj5rCyppSEwJi2chWxzSkxSaTidNwoDRVELlCgJELV1o9Vf7sLpgRCiOtdMNs1ODCgQqCc6IwQltc04YhwD2+1pJA5XpkkZG2nWV2OmCVjnWsYx3bXhaAjQloZx2BOfTtXKMJjGPmnsg4bDsUN9cCqzCPx6YGMg6uljItWA7+dHwWF8s1VGzK2YfQE9Hxk7uHsDsdv+lmYhobPJPh5QKKX69Z3x8g9mG020Ohrgrz/Q01mhCkQG+7/G6/NkRX12dgWZkDZjzUGzPw33/4AaRVT+IZFqNZ82DMGcQ0q5nh7oa9fyyLRwdTeHuhiucv53DqSh6llozORw724G88MbpmXYp29epVXLp0SSSlON5btb29cfy9947ht757DZdzddScBmIRBZ843Id/+MHdW2aU6b0FhvvN7CN7svi93jjemilDDTWX2NQdtyFzZBgqTDLd2x6mPb+hQ9UIFgciVExQQriwUEcqrKEZCuHl6ZJI3JBxpWB50uQQJcvH8CD2aE2cXyijZrqYLVYwna+IPFBXRMfhvhSeGdsYtNNugzFDXpvVaAj0+fiBldfuJx4ahm1V8Kfnc/AUAxoB3iGITM9njvTj/aOZDY9J+V2n4cvytuclWL8SoJcSwoHRFJ7c14UHu+N4bDC5Yo0R7MP6CRlcdimKMKaWHVfuwZiu4NGehEjYrmdrgfF7og2oIVMa1QlQ8R8RPstJqunHjnfaOEdPDcTRH9NwucTaZ1PYZg5kwktMK5t9ngxYfO3atWuFBCpJLYK8DWOazSRQ32mrVCodZpV3gwWU0wR8tNNobdfELm8SblK0Y8eOCQpsu9hqR4jOJBObpI1d3X1YsV38+svX8eZ8VR5ipGjiQ/W12Sr+1l+8iV9+/248OpRecoACdpTNHmyUSyH7w2Jtc/3yzSxgUeHYshEVP/3gMLIxA799cgJTRdPvBm0BVyjLQkq1x0bTKyRAuKboBNIp4oudo3S0AzRv0KF4N6wnYeD9e7vlVTAdFOouuqL6uhRiDAR4L7TTZFNf8kquLsnsXdnouqhZXjuyZsxUbXESxlIRkaAh3dmTYxlxhPjzg70+O8g7bQRD/fwjvfjX37wKq6migRBsp4mooWKwJwZdU5FRCWIJCaMKHSGtBUgifRodoPmqg4mSKVSECzVHnONyqYGKaLnT0XcxVXFwqCeB9yQTcK8XhPXHdhx4notisYZZJ49rSh5D/X2yXra6cW91zRBNe7lgIle3sTg5gQcjNTzz9H68Ol8Xlhiijh8eTGE0Fd70+w73xPDVcQt50xF9TzpAJ6dKom/fK5JSIZmjqYqFb18rYk9XTOYqMN4jEj5Q65xahhHSajdwvWThwYGk3LtbtWCejg6kcT5n4VrRRMpgUacp67w/DAyjKU5GkBC+k04RKf0e35GW120fKxIRGke++PzkPchx8znPe5HrImBd4bNjuyR66QTR3u2o3Y51rGMdux+MvjLB0QysCTbm3hEYY5pARm+7FQgnJyfl79uh+zCwgO2kXXeeHTYc6+ruQ9qrC1X8xdUCirYrCR/6OqQk/tPxvIAbfvHYoAB+bwaoQnuwO4avTJRvCrASmN+JuPJnZGigp0SQxWd39+K1XBUvz1Hn2mcKCSK4tK4J891oIiJNBoEECMdN1tEgniHYlqDaIKa5W1K0nKcdibC8nh5IYdHyGTSZPBeq5jWMMSgT8e002Uy+LZou4rqCnrDPeLmWWZ6HGZOJLg8xVcVANIK0oeFHdw1gsmbJcfjvoWh4W/hkT/ZkcHpiDlcdKtZo8Ji4b/I6Mm7xEJYmD5/qWWjHGdMoIRghBQb1yDk3roOSQ83yJspuE07Tk3kgoIMMJTnbQX8kgv5ML+JuCk6phKrdgOW6sOoW5ktVXF8oItLVI4n/rTZm3AwQr+zWRTqoWqvj2oXLeLCrF1pfBnm3LuCq4WgaXUZ6SdpnPYsoEUTVqLCgRJWIMInYDRsLTknmhiwtHBah+Dm3hKQTwbC2nFz2RXpUkcvRoCGqROWYnCsn5CCh3RwoI4hRsqEuLNgLcAgaaarwmpR3asAtudCbYSkuBc+NOxnTEHSjq7cfz6yWQOXz4Tvf+c5S49JGEqjvtH0vdCF2rGMd69j9YvQ1WUfgXnH06NGlQij3je1Yo6ERpMmxsa7E2sd2rdFwTz558qTk+glUaW8mpp/4F9dmcTpf9mU3hbGxicmajX/35lV8dtcAnh7ouqlmYhkDQQdKGA2Y8u/N4pqAQ8UwNDgEWrNxuE3OlDGOy8YAXcHH9vTgoYEEfuvUNC4sVqUJlfEO4wSCmAmmJmN7XyIscizc64NiNJuLGdMQCMJ5CIArjG3uFiscayEPD6XkVXl0BDMlS+ozZPZYcy6aTZw/f17qlg8//LDUj/gznxnFw87umEh1rmdzNRsTZdtv9EyEMRDX8YH9PXhoNI2z02WZp0MDCXSvo3BwLy2ma/ilJ4fw//iLN1FwFF8uySXro4K+bMT3MyNkUaRskivs5irXQURDzFClnsCm4etFC8mohomCKUz5JcsTWSGuH8otjefqUqN6cEcEDb2Mi1BRr1MWyEGtZmFhroKJ8Qq0AV8lYatrYau+PxsurlZsLJoOcnNzyJpz+J8/cABv5D0UbAc7u6I40ZvEWHLzOJMMLpdLphwrS5BOEzhfMDFb9Ws2ZDUJtRoWyDqyOxtFn9RufPNZWXygF5k/dycjEivyeJTZ7dpgba1lvEZj6Rj2VHxmlrjqq0+QWTSlNJFp1pek0u50jUbID9IRed2urZZAZW2Gz4qgcYmgliCmuRdAt61ak9JH1eq2aP66m7Z9IshbtI0WDC8iE210KtYCfWxHsAqTFETqMvintSeitxOV90bdh4G9MVvBeMFsgT18d4Q4CHYRkWXl1168jv/1wxH0RNUtJ3UD9oaeVBi5ut9dtrVx+0mplnLQkgV/pVPzqUP9+IkTQwLWIGjjf3n2EiZLljhIqbAqP++KGfj4gRslc+gIcg744vwEHYq8lrR2uaA7nbjhHJycLOEbl/OYrVjYkYniw3u7hIFmNXKdAQGdtIAmmzIn/+XkpDBgcDKon/gTJwbxnjF/3fG6UWKICc9nx/N4g/Rqgnz2abGfGcvgSE9MJImYGN7XE78jFHF3wujsJQuX8U8/sguv5oCLC3UYhoJkIowF28NoysBM1RHnhnNIuR6uPi3kd/nRMeImTsp3OpxXCqZs8JwLgjhKjSb0UAMI1dAT02Vt50xXUN2ZSEycQh6rUKvjYtnB4txpWecMyAKq9dst2sxWbXzlSh5zVRuF3IIgkveOjOHDXQm8d9fm0k4894v5OuZrjiRux9IRPD6UxOn5KsYJ1gpBnEFfBocdowTHeHLf8HO8vw/3LqPvKfNFgMpUxRYpJn6+aHkyf3vWoWbbzOiYf//BXpycKgtTE+2hhAJl9hIO7t3lU0a2BVLBc+ROJ3rvlHFMvPcCRC+DyQDRe/nyZVkTgVN0N4OorRidINq7XQ+xYx3rWMe2u3GvoA8XUE63a+xu1+RuIFXEpCHHt12AKquTuxt1HwZGrWp2JtG3I7kJvQulJcvzdr6OP7q8iJ/e51PIBsfeSkxDaUU95Msabs2W3xgkdFf/jkmnH9/TiyNdcRzJxpAxVHx1siCdZzFFEX+dyUEmq/alVvpmHDf9VL4Y39EPYDxDn5pgHl7LwIelH3OnEzekJj65UMFbRd/fO5CO4eHuBBKrOqY4HtJkc4xkF2Ks+exUDq8uVnyWSSWEPckoPjnSJfEKje/hfxXXxcsLeeTsZSbBvkgYj3Z3yfWlj98dNkQaaDskprim3jx9Gg85Jh7dtR+Xag4qroO0AZieJVKmST2KnO133TFVS0CVSoC5QlC+vy5Mz4XX1LFok1nFkfUrnaoErZD5IxTCnBWCoSYwTyBPgzTTSaFw5ywQtFK2bUzNz0tSnWAVrgO+bgaMv5YxDpsx85i18qhbbABZQGoohWhXBmOxfpEV2sxqno2cXYXbIPjGQLfud0zWPVOuO6WRbM8T6SFhH2qGYDYt+XPOKmAw0r0k68M/k2ocC04OSsOBFtLkGGRXiakxAa7cihHkwkRr2S37zC2IYmFiEdX5OvYe3y/vaX+O3w0w/p20oAB2+PBhecZvJIHK5+o7eT91wCod61jHOnZvbLNnfVBHoNTJ2NjYivcHNZrNGAzupTFW4Hgp0ULQNv2e7WTtYJVAso/S5ATUrJ7D6ZqFS6W6X6PhD0KASoJx5nsbTfzV9XkMRsPYGQ9vKmXabsyTX5qNYcdACSobQlnbamsOvqFZuAFMlXT5gaazHtRcYlgJ4ht+92PDaXzu+KBI0LMI/0+/cUWYr8mGnggTwKAI0yXl7lnTaTfGne0y7cy5MjbltWTsF8h/MK65GzHqW7MV/PVb87i4UBXGjQ/t6xYJnvZrEjSisEkwaCa+sljDrz03jvNz9GmbyMZ0fPb4AH7o2IB8lveG6TSkyfbUbAUvzVRQdbyl5tET/Qk8OZQUkAwBHru6Y0hH764E0s2A1CrX3sQvv28Ab9aiODtTQVMJIZVgbcbGYCIsDcHCzk4EhMlaRAgkxWedSRrgmWOoO0gaCi4X6rJuuR74c8aAFYtsiE3s7Ikha2i4mqu3JIgySwCnhXIdb5VcOOUL0kjarpLAa3A7VnE8fHOqjKmqjWKxgGq9hh39e7E/lcTf2LH5sXmO10qW1FRYTxlJhkWW90y+huka5VFDwvLK24V5CKUJmNIs00TFtnGtbK0AqwxEdfRENMyYNvoihtSoCKbhfO1ORW7pOcs4+32DSTnuxRLrZMDBZAju9QvYMdgncygSqK3acfAc2a41Go6LzwDmOchs1C6Bev369SUJ1ACMfyuSw3c6Lxh/l9do7nuwynq2OvG4VifFdutC5AbFrpRAquhrX/vatks8c84IeiClWnv3IR9E18s2zuX95OK+bBRF0xGgAwEPQkdNXWY+CBSidIHFmo0XJwr4xJ7slpO6tOslU5K6BmmPberd0dnxN+21x8z/5+/XPh43gJ86MYiff3wZcHNsMInf/MwR/Lczs3h5oihJvz1dUdGSO7yJpAuTNe26aNyQ6RQRqceNkA+39TZC6thR445o0L3dMezqim46L1+6sIjfeXVK5ppsEFfydZyaLOHvPTEqLDDB2mKRg5swE0qc78miiX/73LgAVTg3nB4yavzad68iG9UEiPCVCwvIEcigKeJEHh9KCniA5zVXc/D7b8xgvlBfYrmhLt/PPTKMp3ZuTKnG8X3p/LywZQzScdvTLcjXOxWQEKBGivzjx4/LXL+v7XdvLlTxR+cWxBEyNFXGIA5+0xNE7850RBzeuit9izjQHcPZeYJ0GlIA4Bg5TwJmYQdrzcHrcxX5Nzd9OlfzdX8+mPgNqypq8TR+4NHDIkfGpD83PGqxMtEfJHpvFq3Ja/DyVBnzVQtqcR49GjA8NozpmocXp0oYToY3lNzhGvvLC4s4n6+JhjrvUl7bD+3M4kcO9iFnOuIEn5mtiNObjviJYoK3ypYnDlKt5RQHRlaf949l8PxEEZNlf10xsHjPYEqALLdq2aguklNj2QhqpSLmL53HwUP7l+QPVuvCt3cAbEenqF3fncl+vnguPAc+L+gUsRBAJ2k168q9doL4jLoftOg71rGOdex+to32/wD0Qcrp1SyG2xGAz32YHWxsGKDPyT2PCd7tZpxH7nNM6rZ3HxLI+3ahjvm6i6Sh4nA2ilmy67USZO3yoEH33xuLVcwNJdEd8f3ErfpzpLGVLXadcHT1YVYzNzPp5r/FZ06JKCH84xOjIq1Dox/4A2PdOJqN4VszJczWHUnS8d/v7U9t6CfSGJPyxS7SIHFDP5Z+NucvYFxhbLPaV5it25io2r50SyqyIcUwWgnG37+8gMtlUwDgHNn1ioXzxTp+ak+vfD5YWwT3shEloMl+fraIb8wU/S5RaqGHQjhlV8R3//RoF74zV8a5Yk1iUkNtgmSDY4movI+J4OlaHZ8vTCNvNYRWmGPelYzg+0a7l8Au64355EIJZwpV+e49yRge60ktzf+dyGcwfuN6evyRR2R9vqft99+cncN03RRJH3aglh0mMf1mg4iqYSBiACEPdddFXNXRrYfxpleRtcvuRs5V1SVbUAN2SEHOqgNNB7MWu21VzFpsnvHjeD2kIBzWMXpoB/qNiCT9uRYY2/IeD5L+twLGr3kW5uwCbNNCfmoBg729SGXSKDhVpJwyesMbN+8s2hVcKM/BbCyzrmb0KPYnBhAyeC4eZgmGQQlGSF96hmpNFdWmKSAUzln77ZDSU3DhoeJWUG+Ycn/F1Ri6ja7bilejSgwhatU3XIxfHEdxsShNJHwGrdaF3+5g/GBsvPc3k0Dl2m0H499r1pWODFDHOtaxjm0P0AcBx2uxGAb7SSA/sx3AKvR96YcFUkX8+2rJnXfauP/Sb2COmXWadpnYsmNhql6C02yg24ih4oSEVZDAZsYv5MVmbEFgM2MK5sDfyJWwI9p9UzUa5sDPzjVRDsVwpL8qx2T1h4Dg9iP4rPbAlVwYZYsxk18nisY0uE4Djk3/xy/cUM7k//PMzqUxDKci+N8/dQB/9vYCnr+aFxbxvoSBj+7txpOtusdGcxT4qAS6sz6ymkUhiGlWg2vJRH96tiJ1EdYuDvXFBXi8kZ28XsS/evYyCnVHmMivLNblZz/76DA+c3xwaW0xBuV30Q+k70w2kV/98gWcEUYU/xrlazZ+/dtXhZ2FgI0/fmMG1/N1n0UmFcaJsQx2tXLtRcvFly8s4P/81jhmi6YA8JlL/5EHB/EjJwY3vJ7nZiv4s9Mz8t2ZqI4PHejBJw71SS3oTlgQM9BHZJP3e9t+xybx/3xyEt1RTWoKlwhCqftMKZyEoWRYZIkIQmFsd7SXsj+uSByx3sA6DtnyubYsSkcpwMWiCctpoGQ6iKgKirm6vxZDIUTUEHJaCo88chiuVV9i4GkH4wcqCTfrczOHMFGxoJZziFl1HNi5A2UvhNcWahiOGZJbWM+k+eJaAW8s1CSu5N0TVkN4pD+Bjw1nkLNduYkmipbEqqm2Zg7OC2s4Jb6nzdiI/VhvEi/PV7BgkrnUlzI+lo1LrHurxtrjkS6yuKio1eqYeussxvr7sX///qWG4gB4GPx9O4PxOb4gl7GeBCpzEEEdL4hp3gkJ1Or3AFvkuxKswoIwnQhevNW0Z9u1C3Fubk50svjQJsI4SERsl/EFxgcNb1LOXdB9yJ994XIOz14vCoqQSV4mP4nSo+MhXYgtzfQAL8LGpVqjifFCDYrSfVM399m5CmZLNpqkNtYp7cI5WhuJwmefrq+/zLnvhkmDnb4R4ZiK6Pibj4zgZx4cEhkjFulv9iHE9weJG15XJsW5CfJ6cyPk/AVO0Xg1hH//3euYLVs+4lMNCWDlh4704cRwCtE1dNjKlos/OesXAMioQhMav5KF/3Z6Bg8Np1AuFsQJGh0dFcre4By+fjmHS7kaXK/h63q3GHAqlod/9/xVAaAwaUc07ni+LmAMsmYcGfRBFabp4Nlz84KapuSOroWEqu6fPXsJv/LRvXhoOI0LuTrOLdYExEGwAmVmXpsq4T++OIG644lGHllZztL5qzv4vkN9uB3juROkQiBVQKG32ohMJVMO2UTI/kF9O1LnvbXYlG5TglUYf+StEE70RURG5/RcFWFFEefIa/iJ7ECLk0wzBBnZDbKP+AnyZEuGiQ4G5YOIqm3XyON1IOgrSPqPj4/LPRU40FuhoqMm40SxDjs/hwSpyoeG5JnRH1fk3OZrPjJ5PXt1poy3FqsiD0RqONpMxcY3rubxc8cGsSsTxWTZEoeYwJb2gFFYilrSWKuNn+P38lhMb5NpZrX8D9fZm3NVvD5bFqakkVQEDw4mMboGoIXrklqUr89WMFesoljI4cDAKB7I9q2rC9+e6F3LKQr+/k5ZwCS12trps4PnRdABwHXNTo7g9wSx3G0QSaCFuB0SBR3rWMc69r1m3MvoH/D5T9AH5U7Ws+0CVuEY2FFP/yaQKqJu+HYY21rzy6QZ55WJS+7LZNP7nfMLuFomrTClUsgkqCJrqOKbB+CQ9rPxWj5Z3vbZ9W7m+19brIn/qK6Kk2irt15FtL3XOE5LtoSeZ0JTJHm02vakoi3aX99P3QykspatTtxQhoc+LBlX6NMGzIFdPT34+nxNGFII5qDDGNFUYUg50R3HUMxY0684k6/iSsUUwA8TcEHS7lrVwhu5Kh7vTcp3EfjU7uMz7nx+rriUnOMnyaXB/xFEQkkhUhPHVEU60KbrNhIWpX9Ih+zroF+veLhetZBQNWGiqXuesLTkLAc/f3BI5u1qrSqMI4aiYCgWRX84gj++OocLpbp09DGWemG+iIulGn5yzwC6w7cHWGGxn00sTJqyy2stn28oGsVErS5Aqv5IFGndwIxZR9620RU2kNLDqHkeEpqBQ8kMKl5Zxs9YxnY91BsenKbfjUgClrILRFUXlsf4vYGU4csw0eevuw6KDbKweBKz9PX1yYvrmEk8+qqrwfhcD1tJ4lU9E6VqGaXpHAYGB5BO+ddWDako2NUNwSpkUrlSWYDd9JDRfSlNjj3v1DFRz2N/0mfWzSklORfyQy7dIZTGajagICS08u1GdpUeoxspLQmnwZhYRUS5ka7bbjjI2QUU3Yrchxk9iS49syYbDI+z6CzC9Ews5hbhGA72PbgP4Uh4XV347QzGbwfSbCaBGoDx3ykJVCZ2+YzqWMc61rGO3XsLWL65H5Ahcj32gmD/IzjknWZkpG9DP4z7Ff1O+j7bsUbDMXFfZX2B4wz2usuVHE7lplD3HLhNFr6byBpx8bEDDhNDZy2gBQoQ/8jDZJU1mt6b2pfJ+O0YTVyvJlCZMnCop4yY7rZA/qEVjCoXFg2cup6UWhF95yW2e0OFpitw6i48r4Gh5I3xgqYq+MyRPvzgoV6pMcRusUbDRlG+du/eLWszACsETNdBjaamRvFrL0zgSs73telHDiQN/MChPjwykhagxGpjrvvzJycFJNHefMw6zx+9PoP37+1GNOTK2qK/fOTIkaV1/8KVPF6dKMF06K366gA8HnPm//7bV2Ve2FBKppSpkoXifFUm9SNHB+TzlFP6IhuZ7YaMM25omGKT8tcvix/5Yw8N42rJxPlcXYAtrIcc6o5hpmDiV754HgtVG8mwKmMlM8zF+Sp+8QO7b9tHYy6AoCBKfq1WvKD1J3QZL0EYY+kwjvTGkavZwuzPNUKWdoJzWKN6sDeBx4dSUoNkPYIyQqwZUL2Bf3I92W4TCxVLPluzGwiHQ+jitWrVvVj/mapYck2DxgyyPAUqCVwPrM8GYPxAJWGzZxKPfblool5YRMSz5Zh8bnRpTWngmDPJCLN+Dv9Cvo7X56voimqI6/538Tq9MlvBjlQYY6mIsJCycT9oTgiAUySiYZlqNcMQrSus40NDGQGrsLmBIJe1mjHIyvJmriYNO6z9sWFn9zpNx2RoeiNfxWK1jtziAvqTA9g7vGNpraxXo1lLYmy7xDRrff9qCdSgjheAV+61BKpt29LM0pEBus+MKF0mHimv0F6Y366JXd6o3BD54oObCcD28W0n1C4Lp0xC0dpBQG/l6vjKtYIkCyui5d6Uh+QrZgWJuI6S5S4hImntHYcvz1QEqUqGi9UP+bcWqsIywmI/GTueHM1gd1cUz10tyLww0aqSylpT4Lie0F4JfRwf2PydGjzsNthYm0B3zPCTqexerdl4bryAa4W6IDrfsyMjgJE1cCK3ZEzGcMPiiw8YboJ8PffSKfz2uIZKQxPgR9FuYrJoiVNEZhfK6/ztx0fEIWo3gkMKdVc+ExjnlmOfLlt44/IE8lfPL9FkE9zCDS0V1mRuiTQ1VG7g/sZOI4jk5etF7MhGBMRDDbyS7SFfd3Bmpox9vXFMFOr4qzNz8jk6u5dz7FZcnul/9IVz+LGHhpBzfGYdag6+vVjFmfkKTo0XULFcSQ7z2gZ0bn/25hzet6tLEMO3YlwTTJAyec4CyXq0WDz3Z0Yz+Np4XqRueH5kzqHDsyMZFqAH84vH+tNCoXchb4oTRIALk9VE8PJcOX46BHQ2uM4ioSZKti8TFJgkRUU16UYwFSn822kJOW6uBXYib4WKzjTrmJ6ZRiYaxvDwSpT0phqhzSbOLtRk7AFQhdYf13GlaMm8nIgkZG0MJyO4SvacuisFEN7fXCN9cUPYW9Yyvm9nZn2U7vNXC/jalbyMlKjelyaLOL9Qww8f6RN6x3Z7a7GG70wUEXIsqKV57BscQAE6vnolh88e7LtBdmqzRO92oKLjeDb7To4rcJwJNOO4uUboFLFjgs8PrpHAMbpdusK1rNOF2LGOdaxj984Cal8an/mkBWaBj7TAa4FvtxtbJIvrTETT2H3IYiVtOyZ2Gc9wH12tO//FawVcLtaF6KTi+rI/9IHnlJDI9RDssJaPVXWbeCNXx/7MjQxoBPK/vljHeNlPiu1O+XS+TBgtWj6LH+vkpOVdouVeZUzlMrZZz8NjQpO5r6ShCXUygRkXSxbO5msCsB5NGDjRFRMa5DthvKaB/xFoJzPJy2Tkl89fw1k9K8wdBDvM2U0sWBYmaza+O1fCgUwMPzzWfcNYrpR9Fo8AqEKjT01v6WKpjsjUZYlFeT8YkYiAU9gpV3FczJuOxDFM2JF902eMbMK2PNiuiZFEWObEFtnPkEh/Xq/Y2JsO49R8HeMVSssCpaaLgrN8H3H+/t2bEziY0VFwbEkAMta8Wq0hoRoyLo6PgBABcauKJCJfWSjhY8M3dgzfLNsq4wB2yK6XzxiLx4VZ5XqttlQISKg6dnUlkNAIAvHQY0SwI55AnxHG6VIZCfrHzRCqnguLaqateIWAmyY0OE0yaArcZwnUwa9XCdoXKaGVa5Bj4/OJryCJF8S37WD89Rh4aFw7+UIeO4aHV3SKbSU1XnRNVD0bKX2ZyppAk6iqiyyQ02CsqiKqhkUeiGAbL2jUaHpQoKA7vD67paEY8lrLnIaLq7VJlN0qNIXxaxMTZg0Vt4ax2PAKAIw0/DiLqLk15OZycG0XgyODqIaqCLthZPQbATnbHYwfxDObFTHa5cXawfj3UgL1e6ELsWMd61jHtoOt3hMYyzA+4DO+vTC/lgW/e6fjhqCuRDADX8E5bYcaUrsxlmFTA2PAp59+eomJmYwqAVCFvgrBKvSLp+oFDKcNlBYMYbwPCVCFOWyfXY6eYN6toORQbnKl70MfZLZuYaJeFJBxWNWwI5bCYCSBF2ZLAghgTSZXC+O5qzqSYQepiAcVHhii2o0QJosRFOuq+JjMwwcM/DK/LfdSjSvQLEdiIhrZvF+erQgIgH7/8d44DnVFRWr+Thjz8gG4ltd2iTnwzFn8zjUF07YPpLCh4HrRFmZ2so/v7orhs0f78fH9K2WhKL9zLV+XOlP7vdATN3C9UMfJy7MwFi9JHUB8IseDadroiul4faosNTXmuBlz+spIBGE3hfGkN67jQF9C4hFyCVLG862pMh4cy0qD9e+/eB2FqiNzey1vLs0hr92v/PUFTJRtqDFdPkfw+vl8HW8t1HBuPI8ZNqqqIcyWGe+EpFn76xcW8ekj/TjQn7itxhu+HnzwwXVBw6wXfWhXF/7krXlcyptSh2DTyIn+JPb1RFG0PQFZvGc4jRMDCZTdBjRNQXfcQN12MVvlOieYyF9XqbAC125IE7Ffj+LiDmIEP04kAcvq5o3VKgkBGJ+gBDbjBAw8jGvWAuPzPpyenpFYiUQE7c+6dcpCK+xS0Y+/2mPkdFhD3jRFGohgFY55IG4gb7rImX6NhsclYxIBJmPJtWMW+dwGTTVcC1+dKApjUUxTRC3gSsnE+4fTeKB7ZX5jpm7j5YWyACfshRkMZzJAPIWXFsoCgkmvAsKsV6NZzbrSziB5r2s07ez3G9nqOt69lkCtVCry57s9prnvmVWCC89FTiQpk4+U/mCnz2b2Tush8rvpANF5e/zxx+XBt9b4toPNLS7iW2+cQTSeQpcCVBrAi9cW8XahhislG4tCIdwUvTlDOpqaqLMjUVHQl4lgrmiueEgFGoTzdQ+/8foMfvZoP759vYgzc1WRWCHQgkhRMlPQIeHD+hvjefyth4YwXbIlYSbyPy0Obk0jYMAHqrRvAP7fVyXVgg2Km34LdclOSLKH/G/PjWOqbEmHFd22r17M4W8+MiQgijttBPsEHYoz4XmY18bRG2lgsVzDdL01UiZO6w4uzFfxr781jn/7fQdXAFMkiUsEJXX62jZar0kKPRtXLl7E+x45jrqewL9+bhynZ8ry+wOCVPUTu2VB7fpzwgQs/RkieQWpa3oCEOL8U/qlzoR92cLzl3KCZObV5GcJ9gjmlv9HxOvvnJrC9x8dwFCLtYbfdXq2jAuLVUEDByhQHpfdovzZ5XwND/QnBSxRMF1xQElptxqQsNp4nxD5ykIJk9jcQDayE31xoZgjopgI3IGEgcPdMQGyBKAdOjm0TFhFJqKJDiTXJudZlMtJt66qwiLCuaDDl9AVSYBzg+fH6TCxI7drEzrw9qQ/gUVMqG1ERSfI+ddfxVCqC1Z0ZXKTYJtu6hJuoEvpX7NlFG5gwXMwmAMe43BvXM6PXZgliyheAnc0vG8sgwhZaaq2MKeQ3nArRtDTCxNFxA0FPS1nqQ+GyFc9f62AXZmVuomUYDLrNYTKixgaHkIiEUe64bMHXSuZ2Ne1sTTO6kRv++udoqLbqiO02nEOEP5BYYhOEVmaCHAiWKWddeVOnEcAVukwq3SsYx3r2L0zFvJYqBbJj/e8Z1OfZjuwRW6UiN5O4HuO4+Sb53B+ZgHRSFL2y7O5Gl6aq2CyauFyyZRkGDHsLN4ToMIkKgEfBC6r9B1WHTMACTw7VcZDPQnx/07OVzFTc1C0XUxUHVRcdjQSzKvi1EINr8zXcLwrIsksoxXPBNrxa+/epNNtLwC0GgCCcn6ITH8+1S/9zq9OlfB1gtJbFMKvLFTxynwVn9vfc0MC6XaNY2LChC82i5x6cwp6qQa94WKi4sIMKVDhg7eLjs9YElaAH929Mlbn2NdK4jE2yc3OCgvFI488gjNlC98dn5LEJZOq+5KRFsjHB58HFhyq4jVxrWLJvIhWt0qmRA95y8P1ioMpSpk2fQC60xY3ct6YwCcgpeRYeHowteQ3Uzrn7UIVhRbzoISj7N5zGdMA54s1AauQTn3W9NdU1tBFrmcznyq4l5jkbC+QrGWkvX6itxsjtSjm6uwgBAajUWF+8QHzPotIcIykFkZKrwtop97wNeB53nT745qG7rCBsuNCUVRoIVXALsHvybwSVzVEVW3LSf92MH7AwEMwQpDope/KBPb0xAT69/XDiIZXxLJu00Pa2FiTOwD4rSSa9/9NRXb/6pB1KIasnhDJIVsKN5RK0gXA0mtkYXqOvD+iGJvSuwdWcEooezU5NgEywbiLbhklp4yssQwytBoW6m4di7OLaLgNAaLz2Wg3bFS9KlIa19f6vvt2BOOv14W4mb0TEqjcV9/tXYgd61jHOrbdLJCmYVGeDZub+UD8/TtZBwmYulmcXquutJ0A+Cxanjx7CmpUg+4a0CMGxqtTmDNzWLSqcJr2Mtu8AJFVOE0XCFk42BXC5ZIPFqE8ZhDL8PKQD+XPJyfw2dEdOF+u4lKpikIrFw61DFXxJCfOgvblah5HU72Yt2zxF3kAqQshhIKpo2zrLTYLMj4A0RhgRIBq3WclN9h83CoqEDzA90nB2tAkz05Wif/j9RkpmvukiU08P1XCR3Zk8P17bk+WcS3j2gtyrsp8BeXJC+iONlAlSKfGWolffyFbx0TRxP/5ygSGUmEcG0iu8M19QPTKoIb1j4bn4cqlC/jEQ3uR7BnErz13Fc9fyYsc51g25jOqNFlH8H1vTg1Xm5+eD2Gx5uK1yRJ2dsUQMRTJx1fqLmZLJl67WhA2F6l3tWRhlkbQ5Jg9/Ma3x/EDjw7jwdHM0nonOOQFfrZmSxzl18r8YlrUUIVhZX9fHJMVW2oNBJKQjX6zBggeO2DEZPy2mQ/GJvGfPTGIM3M+6z5rGkf6EuhPGEuSSEGNRjF9VpjFqN1qflegsa7LOiGAwZa8TUlqSgT+NKUOwXXLdcfaBSWkWmWPNW01GJ+1pgCMH8hbBsz4BOHwufDaq6+iT4ugmBrwb7yWMV5M8Ds3qNHQfCnbdX7XWk8EGR3KRoU11HGbKDIBwDjH0ATE1Rs1sFjndVI2ZHFpN96zL89VpH7FBu7A5moOXpmrYF86soK59VrFRKluwluYQU+LUYTXe6JmY7JmbZpr2AiM/05JoPL711NlWc9WS6CyTheA8e+WBGq1WpU/71R8tF3tvger0BjUUsudDw8yfmwVYcSFEiC57racwmrjImYiit+7XiL6TjhpPD+74SfOdOn4uXl74eIVfHV6AY1kj+/AuC6+evY6Kg5gkl7L9OC1ECD0FSiLQkej0aINNnQNmVQElZrd0kUk/TSE0YFMFSeny7LRs/jMh+NizRbGD76ZEjRElJK1hXp0v/XqNBzPk82c9LpMsnHT5kYsD28m01pIyXXnJNB4D/kaitzcHhyI49+/OCEADWohCsqXyOGKjc+/NoOHhlJIhrc2f5S0oYYiN0Oibd+/qwu9iY3pwip2A4qqIp2MY6ZeRQO+lhzHyY2VgJWy5eCPXr2On396mTFof29cnKPrRVPG7cv5NDBdqGJH2MGH3/MQPD2Gf/XVi/Iegi74WTKnBAAEzpt007V1i/LvQjHneiIVdKA3Ides7jSFRYVsLnRSqMBEBG/73ErCt8XWMlk0MdSiDeOcEtRAdhcmEAlECfZhoonJwEMJoj98a040Cn1HFRhKhPGpvd0CKFnLAq1HbhR0graywXAOdqQi8lptgQPULhtEajwmoIlclblphhBWQsJEQieN4BQCqAYSGuKaKgAgjj9tKFLgONhzcxtJOxUd0fKBFAwBOcEmTqfo4zvG8M3JKsapWSjXw2fNIUvMWvRvgXGd7OuKCmMJQTtBUpYAIRZjhltoXM7T0zvScn9NlCykI/55koKOBYL/dHJSwD4RXcHxvgTeO5ZZwdSyllEeiKCXndmVcy9sQCVLOoJ5DoGzNr2YR5XSP6PDiMX9eaSTSfeF834ztpZTFDhD9zLRuxVmla0WhgK6wsApIrsQjx90MNIxCrrbb9Y6zCod61jHOnZvjSBV7vXs1gikabZiUvS0/aTkvTZKL3LvWS8RfaeSzkyk0F9kgulWZGzqlo3ffvltnLMUKNFhOKaJk5ersEKm+MIEP9TafFqCJOxW+lZ8Dq+BiBaS2MentfYTekYrZmD88yfjeTlO1fVQcRqoOvSzGYP57BWMZ5K6hitlS2KZQFqIPrbOBK8kKNcPYpqt+MU3P8ksI6RvGiLNryYJsW9Nl2VsA1FjWU6nYuGb02V8/1h2S/NF3++1xSoulU1hfTmQjuFINrbp3Fe9BqJhA2E1Aq9cR6jBxDfTy/7148efnynifb1x9CeXgQj701G8lqvI3NGXpjH2qZs17IwqeOjEQ3gtX8NfTuRkvpkk5zV5caEisQevYaiNMnuFhSDXRQs5Mv/0NQmEGC/74HlJzi99pNUII8le/9rmrIZcF/q+NAI7al4DdqMh8QA7Av3rExIJobLrCdvJq7k8yq4rQA8mF3cm4niwKytrYS0jAJmMSryXCGbYivG4uxMJea221d/TH0mi5Jioe1Xk7RYluzDCqCIb5ANcGiInxHSvHlJEKkiAW4oi38XfbdXawfjUMCdggPEME9dMYAcguwMH9iOUiGDeKcH0bAkAOe9pPY4ufePkNgE4YYXXw0Zc8/Mp/Gzds9EbTsJo5T+iagQDURZUFkWOh9fdUHTE1Tim6kUUnKqs0ZgWwWi0G13G5vkkMqio5GZpA5kEbCo1z0QWy2AV27WxsLggVQeCNILcEz9LhhcCZcjycjNz+06D8W83nllPAjWgYL+TEqiMad7tid2OdaxjHdsuxr2Ish9kKHnooYfkGb5Ve6fAKsypMQYjCGS9utKdAuBTgpA+B/f9WwFcTC5M4ezCOegjBhSycNRCeHHxdfGFmIcuufSl2NDq+7Jew4EpqHf/85pKlgayJ2iS25ZzCynSeEwWlnmzjj+8NonZuiP+NWVSE4aFhEKWcQ11h6CUEMIR4HRxHjaiEhuRoZzNxnTDLQL1Q01w2/YbbH3nmu9JxljjUZYR/1KfA2wHIMGhoip4oD+BZ1uMl2wuDpgXCWB59noRx/vi2LlGPn8tYy3k+esFzFQcyeE/tSODHevImwTG2gT5L7PJmDQ0N8CXH2Pwv6LpSA3j8yev4egnDi35Qz0JA0cHkwJCSYQZsyrymasLZcRh4xOPHcZAfx/+X184j1MTRaQJNlIVnJ0pS40mpARgcz/OYzwaGJcKc/6XF2s4NJCQuKSIprCiTBUtAW2wwZhz3x4J8e9cC/z5+cnyEliFa68npqNYd+R3ZLkPwN+W60ljMeV4vnglL4znfA9/zWbcj+zMYE9mbXZv3iOMZ8hMwmbirbKAE5jSn7ixUVzqFW23SVdYxf5MVOSRCKKSeLolicvaG+terFPweu3KRCXGlgZjjxKnqrBwHuqJrSmdu57RH6X/ztdacricS57nBw/vwUt5B5NVW9asHz8qeLgnJt+9kbHOwnlmjTKo53DcjM8G48s1Y8bjrDkxtqdsE3/fHVZFgvb3zs1LXYfx+t5MFO8dTm0KWuH9nbM8ySO0G5la5uoOFk0Xw231uLliGYWFeezq6UU2u7yWGCbfSo1mO0ig3glcAK9/O0tTwLpyJyVQq62G4ndSMule2H0PVuHD7+WXXxaUHkEfN4NUaqeYu5dgFRYVWVwntRSpfddbZPz5rTpCTHoUrBrOlWewaPsayv2RNA6lBpHQt7ah87tfeett/HWhDiWWQDYWhmNZmLYBy66j24giZzYFCSvDbCUH28ELTM4ywelpKiJhHQrpuijPEwrJRscELzeYsukKgwY10tpvWP6d3XdkaYmhicv5uhTl+Z9s5C0plqAb0f+M3wUp5+AF/VQrLaDgiukhdMd0ARScm68hQ6QjkbIuO8lCIj80XbEEgPLEjvX1sgP74rl5/M5r0wLU4GX97rUivn45h3/0zC7sXCVv0m5j2ahsJpRXIUCkHYVLRGREBapOE3/95jQewNQKOuXPPTyMf//da7heIGVY09eN1xv4Hz50RFCglNeZKJkYTfsgHBo3tAsLNfk3r504QYL0WU5sMrGdUDmmBqbLpiRa93XHUDVdARHQ8araawcReksuhjqB7cbPBRR/AaNRwIbD+XpjroJZ0xWACB0HMuvQsfzixUV8Ym+XAFxIcR4YH/jsPmYgQRmtu3Efc/6fGU2LE/dNrYDTc1VZtyIzFVKQq9uyIT8ykMRIKowz81XZ1DmPBFjtzkRwtGfjrsCNjOCbgIqOGx2BeURlEpx34dSLGIml0BXNwAsn0JdKYC/RtBvQuwX20EASV4smLhdM0frkpWQwQWq9gcSyI5SN6PjB/T0YL9ZFtonyP1cLJr58OSfgI54rz/PrVwvi/H1y30oaxNXWzgaktMGGuV64HtuLIFOTE3AL84hn+5eAKjTe+3wfKfFu1dZyiu5VovdOAyS577Hrgy/eTwywuVaYHGCXIp2ZwCkig9dWz4PHebfTy3WsYx3r2HawQBaUxbnDhw9LkHsz9k4kdrmXcY+ZmJgQal/6pmvZ7XQhMq4g8953Z0p4bqosIAMmXN47lMIHRtI3AIw3Cux/5+U3caaRQDoRE63mOauGa3VKhDTQF9Hlu7gzt4+UvjFjDqEV5n4r3T0US4GAe5U2VpOYGsLbBRPZsIqsoaJoM7nkgwH4iqh+tyFBE/zc2bzps/C1mFykIVG+9Ua5n7V/4lsAWKHMzY5EGBeole3xnDRJkPG8mCxj8vh0vobv25HZNDlCv/bzF+cEqBJ8x+u5Ko4X4/jMrp51wRa00UQYry5W/fivxRgT6NUT6M6ka5XAnpffwEOJ5Q7GA6kYHulO4uRiBSXblvVlm3UcThj45PE9ciW+M1eSAK6nxVhIz1BXCAzyBBQjYw2YTpbYUfw4lXOdt12Ze4JhCOQ5VzT95Br9UD86XHNueR4EHgWAbJGcXQK1+LEMj+Onhv0GgFOLeZgND33hsK+Z7ro4X64IMGQkFpMxBCAXGu8j3k9kJlpLz/1OWEqPYl+yD2m9BLuZQ8lxEVY5h74kDmVxCUo5kurGrGWi7NrIaoY0TvAcx+IpJG8CrLKevCVZYwhwY5KXvumli5d8mdr+LIx0DPFkHJlwQsAqbE7ZyMKqjtFYFleqCyjYNSm2EIhExpTR6EpgVlZPIa5GUXJqcqdHlSjOVaZRdGqIq2GoChsOajjv2jiUGkZa3xjcwO8iyOQGE7nY5XXExoO3z76NUHcI/cP9K2IAt+EirIShyiq8NVsNXKHdC9aVOx3PrF4ja0mgtoPxb0YClTFNh1mlYx3rWMfuvjEf/dJLL8ke8eSTT960XPU7IW3KOIHNxGwiZl1pvQbI24m3ZD9uOih7RVgNP3dvhMJIammEla03l41fG8d58zKMTARxI44mG3uVOmpeBXoognrDbeXcW7R4jZBI8AReLaMXpcWokjEcVJww1JC6BPbWQmwqDmG8UkdfOCKsiAQDxHQCvPl5So/ymAShA7WGgzqZW1qMhHTIw3oDht4UIAwbXNsvZ4PoerKPKD6bSuBNCwMMp72hoCuiSW3m1LkF8b0ZU5CtkH59ylAwXXXwdq6+JbDK67MV/IdXJoQ1Xtj5G8A3rxXwdx4axoOD6wOiR1rsIQTHsHbFWCDg8iPGIcoGXbeJVyZL+No3vomBXp9lg6+/8diINGKO52pyGdhQEg25+L99aD92DA3gu+N5nJ4uYygdFnaUoEZzcaEm9Qeyf9CCuhBjGKUVZ/C7mQ+fzNel7rUzG5PLTIADj1GsOWvWwPxIrIn58uoajc/+yRddSM6RMF1IEwAwU7UxM1sR1vXBuCE/n67Y+NKVPD6128/JExwSGO9d1iz4p0i3rpKTuhPG9f1wbxzpsIq4puA5Ny/Mmaw1ksW05DSEVWV3NoonBhJ4abos4I8eTREQy3BMx6NDK5Utbsbawfh8drzyyisCZuHPT7/8ApKxBMLJbnjRJLoycYmNh+Kbz8OBbBQX8yYuFeuyDuSZ0YA0T7OuFBjviacHUgIkIaAsToZ/y8MXruRlnbAhmXXZU3MVAbV8Zm/3hjkT5jeYs2C8125So6GSRdtnCSbPT1yVGk0mswzK57rgsk3epuTwzUqg3qkazZ0A4K/eK1ZLoDKeIR7gdiRQK5XK9wT7/X0PVuGCJbJtM5rctSxYiPcyuRvQ4LFbkkH4RnYrjlDeLuJ6bRoFp4yKY8JuKNAQlc3qanVBkjFP9+6XxM5GxmQAN5g3TQ9KLI2+WNgHFjDh3PRTfxWHunDUhKbsj/9gIzhkCRnb2vCYVI42mphzKU1Dx0mB1STQJIRoWBNEalJTZPMgMIIJUNkoWw9HatHxX2TzYIF7PxGQSgjTZduXM5GEENHB/sOcD9qgK5HNTc0N8D7cAMgw4VOdNeU7rpMCnKAKodLyUYprHWK2YoljQkeBIA4yf/z+GzMyxtFMxO/Eqzs4M1vGL/z5m/jw3m58bF8PDvXdWPw9NpjEAwNJnJwsykNemF9aTgklcLjhKCEPrhbFyJ4dsMs5WUd0evhw+3tHszhfCeHtqwSyKPiRp46jJ+kHBVfpxDDR3rbB8HgEm9hRHYtVuyVZ48879xZ2BhKMQcYXns9M2fZp/haqwnpDeroar+VSl2ebvrx8vuVcAXhzoSqgFgIiqpYrDBoE83DeAuM5Uk9wqmKjL2ksIVx5LTnWb14vCPUfnaBDXTE8M5ZBw6xJQMEE98GDB2/rYc1OT6HA1tdGtkd1FQ8PJLE/G8Ufn1/ARNmS7kIWA8q2K6w2P7CvW6jqCLQ5RzRso4lHByI40htfYgq5HRPdzNOn5dkRFLHaqehyMxNwF3UslHuAFhXdRhsewTefPdQr4BvqbrJT+WB3DAdW6RHyGfvlK3l861oBBdMRHVJ27RKww3ubTtBoigleiIzXEyNpucarjYHP9SKlpairqAqbEkFaSqvTmPfKUzvSS3JCpAUnddrHThzBt2ZtuS8JnOF783VX2Go413fK1nOKfDDVnU303mlHqN04LiZj+dq5c+cSMw8dI64fnkuQ5OWfG8lLdJhVOtaxjnXs3hif3dwbmNQh0Phm7V6DVbi3EHhPP4RJXQbNG43tZsH33Ou/Qt/jegETFUsYT7JRTUDkOdPBn1xalKTl9+3evFOT+9+pV1/D9fAIEpEwsi2fjPGI5HAZPzGTKjI9Cqot/3R5xH7ilr5yb0SDWfVpksmMQh+GfpCwpjSox95AStfl74HcpUQYLQYVeX+D4JSmJHr3pSK4WDRhCnDcp832ox4/aURjXNCeOgoAGO2mtMAzQzEDJfFpm5is+WBq0YUP+WCVtTrI+N6LJRMTVVs69A5lYngzX8PFsimdawQvMC6aNx18faoo732iL4nHe5NrUkA/0ZsSwAyBEDznYKxBsstljroBZEZ3YSjqig/LpA39kT3dPRjqzeJK2cTs7AKOD/fjPXt3yLzlLEeOGWuxrgRGkE5U5RgpGxOARfy590EYPhOOT0sO5GzH12kv2qi5Pg25390Kkfhst0DelH/WHBsF15Rjc04YF8VYUBEWUx/owvuYoCRpMnBd9EX8+JnGz+StGr4+O4/+SBgJXcPBVAo74zHxd0k5T9AXE1a3ao0WoyrXazsQpt1SekReYTWK1wo56e7l2rY8FxSG3ZNI4WCqGyOug4l6BTnbRFhRMRiNYzBy6+D71d2W5XJZZJBZxAp04RnrLFxfwFzlmjwHg+aMzZJyQ5EMIqqBBbMMs8G8QgT9kdQS00pgNdfE5eoEFu2SdA6bns+YFFZ4z5LJJYKkFkXRrWPOKq4LVnEaLspuTdYV15fd4JryYx/L8+WKk5of7zNWZ2MFk5Ij/SOoNCrycGFhyGk6sriSWvKOJR2D+OJesK7czXhmKxKo7EoMEr1cLxuNpRPTdKxjHevYvTFhRkunhVHtVgCN91ralH4oax/MsXLMG+0ltxJveU0XZqMGB7bs+wQHB5692ajDcWz06P3QlY2L2dzDWQOYKs8gsjOGuO5LELoh388VyU1Q5tD3Axl88Jt8FscgevAZCPWQioSiwfYsNB2f241gck0huyEbgwms16Uoboq0zLKPQr4KVao9TSmEN0NNn5GhoaPaqCGs+3UCmhIi634ISkOVBmFhcw8Y8VsNAYbGhuZlqHhIb6KH0pQRTfxaxjIX8nXx1zl2xjOsHd3AoshmdsvFq3MVYfIeTBg40h3Dfz0zKwwhwylfipNM78x///I3L+Op0Qw+sDOLR4Zu9MMGkmG8b1cX/urcvLBnBqyafBvrSCrBEQ0Xmm4gs3M3oo2y5LDPnj0rDAq/cKIL58opnBmfht5o4seePo7d/b6PfzVXl/EHQBU571BI8uhs0mCNzL/m/neyYZvrstnwFQcYS1IFIBPXJUe/MOnL4cxXfCb0BtdY2/TQzw/mS9UUYbIvu74ULaVkuuMGilQ4IJLH9WNSznEqrCJvexhIKVIbk8+zoVwN4bXZitRvCGLZmQ7jmZE04kpDajT0eR9++OHbkj3hWOibM95aq0mCMeXBTBR7kmHEQyG8tVhFWKVv3ZDrTyaQH9jbLQwqbMZ9c6GGiu3iaG8cx/oTIiN0u8ZYhj7+4OCgABJ4DZkjCRgCFyYmUWcuorsboRaQaSMlANZCPrU7i7dyEblGPO+92ajI+wTMQoGdmq/huZky5usObNdDvupIfoHsLay1kaWF4KLxoimkACQHWG28F+frLhZMR+Lp2ZqDSJIxJNmY+DsHY8kweqP+daT/zZrC4/sP4s1GGFM1GxmDQDW/IaQ/qmO0jQHmdq29wfhug/HvtuJKIIFK5lSeQwDGv1kJ1FqttmHe7d1i9z1YhQmdW+38vpd6iIFjMT09LQ9tFgk3s5vtRCzYJZwtXZAEik8tTeYSbugWVCSEBrdo1zFRy2NPcqX24urFf/LkSUke9e3Ygeu50tLGHXTGyTlJKlVBM0S9wpB0tQWAWWE3EekhRZwM0mzxgVm0FT9pqhO5G0KV7Aq6CpN/J9MKEbpM+vLh6PpFYknwNpo+fZaAGnRJQJLaig9QHm84FUbV8uRhKhRnQl/nf5bGrjEyR6x2ZwiiYMG8J2YIIOFijgjGUMv5gTBJcFMmGIVGdCaZUr50YQEXF2syDkoV0Xlg8X+uYmG4tQnMVW2RFWJyNFdz8OylHF6ZKOF/eGoMj42sLERwM/ilZ3biD16fxh+dnkWFNGItEAeNc0eplXhYRSqTQc9wn4AWmHhhYm92dhqZchlPZ3R5+IXZH9jq8stENXGsgn9zfuerljCW6LxGqt8bqCr+HPMKE5GaiPqJO8797q4ozs1VYbsNhAlrprPTyuIvaRoS/KP5yX/6OBFDRclr4NRM2X+fSL1oMt/TRVPAMAQn8bs4QCKXExFNEsiBzVQdjJcIumpKByI36xemSpgvVTBSuIydO8ewa9euW07w5U0Xr0yXcK3oU/rRoX14ICH6mGsZpaA+vbcb35ksCStJWFdwsCuKJ4ZTS5850ZeQ1500PjfYgUj2mPZuy82o6PicCdDda3U0EPzxzCaMQX98fhF/cWHB7yz1mligM+Q1kQkrAkC6UjRl3RDpe71kyZyuBqswIPjzcwu4kKuJ00mHmI4iAxYGQLx8BMk8vSO71F1OYB+flWQCiSXqODXtO2K8Vx4fTgkSeqsd1Tdr61HRBTR0t5vo5TGop3mlUMd4wZRnDQE/e7LRO35O7cw8HD8dajpFlG0gNStBLe2sK+330p10hH75l38Zv/Irv7LiZ3yGcV+kseD5S7/0S/i93/s9Wbsf+9jH8Ou//ut3rbu4Yx3rWMe2mzFBequMikwG3asuRHZ0MDHD/WErrJY3G2txr/q/zsziuesF8bPZASW+NKUODU387YLl4ttTZbxvJC0/W8+uXbsmPtHY/oPAbBPRti02SDguJU5b/jhlXaw2ymWOge8joJkJoIyjSYGbIBUBkrQA+1brGNM1RxJ3wfHbd/WAPpp/ZsMEj4SQCasiqUqkBIG/YwkDl8q2+Ab001us2UvACSYWrVXLhLNL/2pnMtySIWoI4IcxDb18xoV5r4E9qWXwxNWyhRfnK3hlvoKK6yFMnW8F+LLGeQ90s32wRwB84d9nag6+NFHAuWIdn9vXh+gq8AjZXX58dy++OVPEi3bJ79KTcfua4Twv+n66rmFkZEB8WK4PAmvpwxbOn0XK8zCaTmMkrsN1HEl6EpDCuJKsi1FGFWQ7cV0smg7KDhOufnMBv4cMIdKB2GK0YfTJLlE2WCR0BVN1F2qoIWClgE+FcxhaklnyQUOBMUd3qVpZBt5QCjQcRdpQWw0bfsclx8AYaCwRgd20l+aa13yiVpd5JrMKATclx8FLi4uYuHYVjfn5Lem5b2SzZhUT9RLqriOJ6v5wHDti6XVBKyNRxiohXK6UUPVcAVkNRWPYn0z7wGfdwCF983zFzRivMyn26ec9+uijS92W7brw1PxuB+MH3WftuvCrk4n8fLcRl9d6ZjdcvFG6gJJTFaAIuy5N8e0hMkKmxyYcD32RhBRxKq7PKrTacnYZV2szIlfELITbdGF5DqLSCESAlIZ+o0cYXJh8ZE6FSccHHnhA7l/d0VH1qlKsMkIGUhrZXu5e0vFugvGDxC5zTlbTlI5xzi07xbXQzem+344EKgtDgQRqENO0g/F5noxp7gRbZCee6VjHOtaxjY15RzLI36rdqxoN9wYChQl+3Cqr5c2y33OvrzSKaAjEg99JhmgVzaYPtiDHCf2IildGVunetEmA/tPeB/Zh0plZkiBcYlHx4fFLnzFUTfyTNhEZiQn4imuGSD3GNQ/lFig9odvQVf/dEZ21FxeuSEKqcgzbUxHRnZYsje9AN+hL879GGBldhSJ+vi9rmjF0Ycmft2yEwx4cU4XbYgzhmPlfVPcZ6YNAR2InpYGRlCqxAovtZ1l3aTUa820EyGheY4mpgvHOyfkqvj1VEkCC4zZAD4SxDGtRbDSl1A6NLCnXW/lrAlBYC2Bz7Y8c7sOn1mAI/5kHB6We8sdnZ6Vh0p9XNhT4TP/0sQkwiMRi2DvQLz4s2d8DyctkPo+n0orI+2YN32/iGuJ4RMK1xS7OP1l7kkZjAnIM3gO8Bj77Pr9HgDoRHY7nwbQb2Ncfl6bihaojdQlheGSntrDlc1215FNa5yLxlxZCPB3GqfnqEtcKa0xHR9J441oBfYbqqwRI0zCkWbg3HZH4JjDO4cWCz+LpN0KEcHq+ioWKid3lcfRm08ISeaugAcabbyzUcKlsCetLJqzhge6YxLhrGetZn9rbLWNl0zDrfqPdYTw2lMLhXt+/5p/B3++UFQoFAebQJ22vSTH/PjAwIC8+YygFw/UQAJkY6xCEzZhmLTA+19PD/Ql5rWevzFXx367kpJ4SInCpbPkN4pq0qWOy4gOPDnfHJHYvraGIQHDTsxMlvJWrSwMQb03WdHlvsAGG9xrBJ88MpWQ9kLWd42c8Q0b3rOngbL6KOZOiyWzAieJoNn5DXuBO2d0G4wcAfDLVXK3Y8lwhk+vupCHPnjtp3OOCuDaIUdolUKPR6FJMs1oClXm4W5UQup9imvserHK7dqeTu3Q+iJhlGpJugAYDruPKQ4zfw6Tueigp3mB0BzRocpPcrJNGRhVSycaUCPIe6W2pAUi8KomNXSiSNGgKu8p6xhuEThAdNS7SlxYKCKG83B1Ipg/wHEnFxqSh31FIxCwfaClNxWzF8Tc2JpSjmnTx5WuOaKVVqjZemqtIByFvLX6GQJd508W05SITUaFGGohGCHhoolJtoFAiMtdP4PbEDUkkk52B3W+apgpamFTb6YgmyWve7EarH5LdewH7Co2PGJ/ezk+cxg0FX3h7Xh7ui3UmWHyq52arE1Fos3UV02VLvvefPnsJb89X5b1B1x43UJ7vlUUfHUsUJ+nXuMkH6FWfKcXXNfz9N6bx0FBqiUqL5ynUxxEN/93jo/j4gR783T9+UwAuvkNLJ0GVNXGgNy6yRe1JGzqudLIJUmGSkw84/pubJB9+B5MpJAzFR95GdVwr1DFXYRK8KfqWHDxBKLxOQgFHgEtMF+klztdQJiLOKzUL+Tvm06mjqLRARAIOIhJa1oeP1yZrSz9BOy3GlOAxSvq8aEyDWlUwX3Xk5Pj+uKHhvbuyqDeBmYotwCHb8zBZtmR9kVqOHbUco2vVcXI8h8MP7Mbu3WMr1m++7uBcri4sHXRW9nfFpKixltHp+8qVnDiv1FxkQYBgisWag0+3WFK4QRUtT7430Pnjz79vb7egtnldObdrgLrXNYKs6DjQ6QrASBsZQRsMoE6cOCGbFcdEx5hOTDsdWzsVXdB91q4LT0co6FCkgxRsblXbxVzNkTngPdRuBGeRUYXf0xvTcbVoSRdtgwGV00B/gijnpnyexZb2eWq3r1zO4Y3ZsoDKOG7O/XihKffze4ZT8ueeFlqYm/PU1JQk7YOkIkEcO9MRcZ4YHNwtB+hWqOiCV/A+Cbw2SfS6rofnJqt4bcGWggqvBOf4RH8Cn9zbtaRPeaeN4yIghS861EyiB4ledpPQuH64B3zwgx+UNXQnZYAYtHz1q19d+nd7gfN//B//R3zhC1/AH/7hH8r6/IVf+AX88A//MJ5//vk79v0d61jHOrad7XaCzruR2L2cq+GViaL4LAd6E+K75hbmpdhMdsigg2gtm69SM70pXWnSCdYCe24laUC/7KXpkkg/Enyes1xEdUV8SGpy0x+kL0JwLEHNa4FVgiYBJlboT6QzGaTzU8IOErCBMIGqeRCQCX9mU5tc5CohIAT6WvR56R/2hDX0RJj09UG2HxtJ4YW5KsYrVgskD/HrmOxhETyuNUQfWxjpWjntGv3ultwh3TceT+IG2/cDePXoTrCDLaMryLd+bkifpCadi/w3WVtoAWUzvz/aAkn8xlvzAqrhcRk7+dLiPmMLpVk5Pv7u9cUa/nA8h5zpSrKRxzFDHlK6ImAbgnU4xorb9GmuHcY6ATDHT86Oly2R+3myP3UDXfCeVAS7k2EMxnT81fX8EkCHyV1KMHGOdycjNyRt6JNwjZAxkclego0I1g4Se/vjYZzMmyLdxJhlqk52FF+Sh/EgYzirQSkbn8GGMSb9VMaB7AJkwunNIumvfdAM506AOS1KFR6nXXKJf6ekUyLsIKwxQvfvU54LGTz6olFcLlstZhWydAD9ZIHMRHGm4CcKORayMFYcAmRCyIYN6fwzQgouzs2ibtn4sVV67pyvOdPErFmXJGN3OCxAEoJ11rI5s4q3ywuttaDJNbpcLcBqeDiY7JYx1z1XgD4xVWslvUMYjSUwFI3L71i0kJ9ja8ZxVV0/5o+r+qbPr6DQQiMYnXEq2VzkXlRX3sPtYPyg+4wxTcAqygRekOjlewMjwMRteEhp0RueNTPmvEj8xAgikfVoIxxSYIKJWXYURmEKY4rPnhlVbkxq1z0LV2rT0hiU0GIyV/UGr78joBPKFsW1qH8s0xRQH2Pz9qR91sgi1UzJM9Gn3b93NM53GowvUtqGikJjEU7T9n/IHAtUJBXKGtyc9MOdkEBlg0cQ9/IZwuvw/ve//44yq3TimY51rGMdu3t2p2Ma7hGs0ZDhhF6eHiJqICSFV+4bBM+yILiWSfFfvD4yLPo1GhbttmpWsy5AFQV+DlXGswTW8I1/c5rWpk0CzMs98cQTKDUqmHJmBAgT+BGhtunSFVX8PxZMWLMxNE2YH8meTnAuWeciioqKZ2MgEsdQOIkLlUU06OcLs6OCuKqi7DpwUEXaSAkIf7fI4jSwaFkYL5vQWwiTshlFFBpckFmOzCyU2/GghxxE1DAMJ4SQBnghDxZ9CpVs/X5MEdRghcW/xbSS0EOYMCv4/StTyHsmdJK2eL6UKt11+tL8GHP+9Gt/6+0FvLFQlZiG7xFAERn3m02cJ/gfIVhOE+WGh3LVlvhA/B6pZ/gMi395YRHvHc0s5cN9+RWfXeSHj/Tj4/u68Qt/8Tau5OtSA+Hx2dTMmLA/YWBvGzs5/XnmVBnD0E8laKE938qf7Ulm0ZvQMVEwMZAKS71pskRwRrMFPPFjKoJLtNZ8sb5BQAKnfSAdRncyjEuLdVETYIxMh5xsL67LxsgQ1CbBK8sN3MzV7xtJoac3IcD9YN6dBhDLqugphHFlob4kp8o62Cf29+BwfwKvz1WRjagSL1ECqOb6srxsRk4aGkKeizPXZzE80o2jR1ey3lcdT8AtZO1g/Y/riKwnaxnP8/npsjB0MhYnGIafy1klqMMpkdPhHOUtV+Jpxt405gw+ursLT42kJfaSmkRouWF7M2NjDGsN/NxarKGrLbiezIWwDsdrVXNcGW87sEFqa5mMvNrB+GzOuHTpkoDxg3imXQqG9TmCJgg+Yf1ptZFRxWw0MRjVhL2e+RKy1zMG5tOK58E8CeuW0mC/Rt2JgKVT8xV0hXVhTmFDyQRrcZqCJwaSUt/ZlYrIv1mfYQx2/PjxJdnn3oiO9w2kUWvlEVYzn74TNZqgNnMrYHx+7lIdOFMoLLHsMioeS+iS99nKuribEqjnz5/HsWPHvmdqNPc9WOV2A/w76QjR+ak32XXFdJlvTa+Ct9+4iHA4cgMNltxEVJ1rALnGHKpeZQlSmlCTN0WbTSeq5FaghTT/JmyBBnyyNyGpRbPpf/d6EkCBRBFR0EwO0Q6lE3hloYAF05ZkMDcGtp2R9rjZIIqSmpR+EpAPQCY0hxK6oECZ8CLgoWA7gmj95M4MEpqKC89fFQBC0mBh2x+T5ZGGzIWeBgbCfvGfl7YrpaI308RuPQG3GcLbizXZCIi25CMx0JKnw7FoMpmtwrFt0a5TNF02MF1TBKFK6aFA943oVToXBA5UbQumWxBnh78nGITJaP69J64LCnGu6uDMTAXnF2oCMPATmb7DtFjzae6Cpcg5ytXcJX1BH9kawkKNgCHg0mJNku3cUP/gjWl89eKizMfDwyn85Ikh7OmO4eceGcbvvjotRX06QDy/7riOHz8+uGLNB+hGAouCa0agUZDY4yZoTl/CQ0YDLxSjuFS1ULD8pBQdMbLUSKK87jsO33ewT9ge3l6oItTw0JsIQ6N24kzF13sPOMnpxLbkfph4jxhai0knJMwyHz/Qi69cK4hDFci60PKmI87Gjp4YdmTpVPnyQJSXem6qLNTs0xVLvp/H5QbL8yf1GZ2rYqmEcm4RsVQW0UzPDcWNL1xYXGLf4LV5dbaCT+7pwq6MnywLwEQ8jecni/juRFGAMjTKOI2lI0KTxu+PhzWcnC5LhyrPa182iqdJbdcCY3A8dNpOz1dguk0MJQw8NJDAjlW6mXTOrhRMzNdsXCqYQkHIO5KUeo8OJHG8b21qa85tQAv+0EMPIZ5M4YXJIs4s1GT98/MP9iWExq5dF51GgM3lKuAYXRjYN4AHogryuZw4RkGiOJ3twikrjtcLnhQhDE0R9O6PHe5DojUn18uWrH9eF65Bl0l3AYtQ69Gn16PTmqu7QgH43tG0gFrajdf83EJNqPuDtcD7dCQVFsDL/p64OPg8XyYXSS3HwtLqhCLvWYKW3mlbL9Hb7iBt5BTxPTN2COdn60hHDQxHwkvr5NRMBTszERzfAEV9J43OcTvqmxTsExMT+Df/5t/g7//9v79E30oNTq7B26X65v7H71ptRJv/5m/+Jn73d39XQDK03/qt35K96IUXXpCgvGMd61jHOnbvErt/cnYWv/fGtMgkCvteKIT9KeCZyCIeOnZU6G7bzXRc6WS6kKvi3z5/VbrWAt/qbz8yJH/fKljlaskSP2cwrksCbUlDXfW72OgzM6FC3yyxRuKgvfuQ+0fQJPDUQBJ/ciUn4BfqW5tNJqwBXWNM44PYCSDlubKDLBbWBOxB/5Y+yGILpHysO4qPjpCxIoT5cRdJ3ZeEIfNH1VWlG2eqasN2fCnNABDhOB76EgY+PJLGqQWymTSQ0nzN90BFlWOg38kx6GjAaHqIsxhPymWFgAMPi5Z/Tfj9zRbohukUJlYo0UOf0HIhmu6a4rdPcHwG9d69hvh1f3m9ALvFYClAmRY7TM7yxePFq6T+ecMH7DAwk8ZNkUBpYsEk8AI4X6wLWIV/fmWyIOfOeXiqP4n3DabwTH8aV8oWrlZ8xsiAjfFAKoojmeXELtcupWGYkKcUVnDN9uzZI4k9kYdZWEAkl0cm3IVFJ4pykwB6JuLpH/rAJovdhl4TuxIR7EwYuFA2MWdaAlRJGyHMmHXwFMVCbWygAl4g2NhfV4z0CFh4sDsOTbUwYTroDi8nVkXq1bZhNerYkzLgeIr49nGd+vUWvjO/KGvleo0snEw4AzXPQ9YwkDV0NLyGxHD83tTAAIw2wAWP/WaxgAvl8pJe/OVKBUPRGh7p7oah+Gue14aSP3z/qfwC5k0TcU1HxlDkO1igmLeq6DFimKjXMN0CvsRVTaR+xuK+rylyt80m3irnMW/562c4GsOueEpANe1WtC3k5GUiZ9d9KSxFQZcRwYFkFil97eRzIIVDtgsm2upNF+eKMyg4/nMio0cwFs8iuUq2h+PKuzZKjCd3DOHhvXvQMC1ZCwQlMG/BeCHRm8VizEE1xA7iJmJKGHsS/RiL9y4dq+KSiJs5AAWe4zdMaKoKRWjGyXjjN6FUXQsRI46+yI1ybAWnIjI/KW05doupEXgNX062N+wz0RAkQUYVJp7Zrb06zmNxacuooG0MxufvwxldgCo6fHp9SRDDQaVZht4ML3V+301bTwL1D/7gD/Av/+W/lMQvuxaZjGVR4XY7AjvxTMc61rGObfxMvt2Y5k41FLNOUm2UZF8KoMgEFl+/OI1qtSbNxO2gVx+c4rPIu7DgwAc405SmLs2eXs27qRpRwE+/BE9pFTsCcDT9FvEL1rAgf8u9i3k5KX43U0hoCZTcMoxQi8mRdY+QBkYIWqgJQunp16sK5TxVdBkE3JPHxa+hlDwCczUcSQ9gKJJCabKIkushoujSGEhJIfo1Vc/G0R4FO5MRn3mwGcJwPIId8TiulVw0vCi+mXOghpsIqS6SYbIstGIfhU3OdckXL1ZDUk/SDYINANsCig0yeCyzUNJfSOkhWE0XVa+Jt0sVlBoehroAp66iYvlxElkuy6aLhbqLV+drOL1YW5ItaZKRn/KMrMq1WFw4w/xdlSw2XFueuyTpU7JdhGwfzH8xX8MDfQl88VJOpGiZn92VieAH9/fgWF8Cf/vREfz6i9dRND3JidNHZX77Rx8YkPx2e26TzeqMlYNrxr8HLBuMaeYnr+KZRA1fqoZxad5GwZLKIJIRFV0tGZUSpYCaTXz2cD8WyhZemyyhFmqgLx1GNh2W2hj9eqVNw5Ts9QQliaSTxuvtx4usa/3cE6N4teaDPNrz6oz1Cf44uK8bOwdsAfSQ2SWZMDDheChPlDBXd3ApX4fBZoq6X/8ayIblWtC/mpudQSyWRrp/eMX9z2byL17J43rFXmoMf2O+Ko3sx9uYTuQ6IITz+Tq+NVmUxmgrognzPRl0Jqs23sqbAuJ4YboibO883mgyjKfY/NoCdLC55UrJxBtXqsIA0xXRcLwvgQNd0RXjYgMwGeLJZnMpb4rEMO9q1jke6I3jiaHkug0CbAZmzEr/nrnt0wtVqQvxHAgYOdIdxUN9iRsaUAk0ulBwUGsm0b2jC4ePGigXC7IeyHjOWIkgp8tKGq9WFJRcSjqFsDcVwWf3dqEv5sdYZKhns3+8dXxKdvG7GPPnrYbUWHo1v4ZI8MmxnjjGUivjK94PZCwi22fQbMwmG4KBpmu2gFf2tWporA8QKMHm6dUKIQK0uMcglbsFxi+5TZwpedANDaMxvwmDc3i5bOP1HPMd96ZGs54E6m//9m8LSITAJ+ZJvv71r+Opp55aYil9t9Vo3vnK37skuctFZDWpXUz3wN8U6GBZtoXdB3egOzawdDPw+4qNXAtlK9zTQv3mg0rkaCh7RUQHdXjFrY1NpFtCRNL5XS0RlawQBEwQxes7QXXPFiq44WhmyxJFKUPHD40N4qtT85ip+5I2iYaHH9g7AjQVXKuYkhxlMpnf0xvWcDQTxoWSLY4DO8n2pCN4ajCJgbghyD6CD5IGE3rLDzXqp83YdcRjDek040Pep55uoBkDPj7ahQE9il97ZQJXC6YwqwRG2jFuuESTMnH36b1pfP8DO2QD3ZWNChL1v52Zwf/xwgT4lXQk6FRQp5B+Ijc0AiyIDq3bDUHrHmo9iLiJ8fyIGP3zN2cFqMI54KsdDR0YNxO+WNQPGMSZ9OT30REj+KRQdyXR/n//4jm8MV3x0a4AJkvzIhVEySFdV3F8JImGyKV42NcTw8f292B3C7EbUBaSGplJPz7I1qOVYnfig5UK3j85i//0+gJetciCA0TV5cIBAT10HIYzEfzd9+zAly4u4r+8MSMrh6AESpaII92GTPV97BB0g8Agn1Hj5x8fwcf39eKlqRJCLfr2duN1qrLj1NAEgEIHeqpsiYNAJCudDwJUeCekmWRvIaw5R7lcHsViAdneflQa6hJoRNZws4lvXy8KFTjXUpAsoyzNN68VMZqKiGzPC5MlYQGZq9mYZSFBCh6QdUlA0tG+uIBQTs/XUBK6Pd+R49p6ZaYsa+QH9/XIdX/2agGnZivyfibB31ysCbjj+/d2C+iFRpaYv7q8iOmKI2Aa3g9ExpLxpWx7+PJ4XhzdIz0rgRkcO9lUeE8GtOBfv1rAi9MlKcyw6EAn8UvjeZmrdtmhswtVfOlKXoBYNDKR0OH6xO6+FVR0//XMNL4xXUKoSZYWBXVXw7Pjjozrs4f6cHquinO5mk87SArFqC+/RYeYzpAhFJFNLNb57AKO9cXxsb1+92a7UeqJ91EyvAokFwpJMetLlxbxzFgGtakrS50Na0kWbVfbKNG7llMkupCOClv3AWOB8Xm4GHJwfrF2z8Aq7dZOwc4EOzsBPve5z8la+fCHPywFhk984hPyIv3bet0nGxnXNCkwmRBgYuCf//N/Luhhfh8Ty/yewPjc4u+++93vdsAqHetYxzp2D8EqBFUTqEJ6WHYI0Q9zLBOvzjRx4pF9K4Aqp6fL+F+/fRnj+brPZNjSEzc0pjkhftivfusqfqzLH99WtKvp40gcRVkVlUALVXwTv9Dsy3wSeH20JyaAlnZjQM89hQVsBtHt3/dEf1L8vm/PlHyNdYRwOAb84OERYQnJWY6AObhPExhCDez+qIZXFuo4X/QBD8e6Yni0NybjoE9EYAYB+YGR1aQvomKi5PtOTNAyDqHTTAaQaCiET4ymMRDT8cWJAiZqPu1uwM4Sbr2X4wijiV84OiBgFXaX8XuYXPoXr09hXEAhPniY55QzPekyTDMRrIQw5dmoOk3sSukyJhpB/WldxUzdEUAMj5mzfXC9xDSrWAJ5HJHHaSXutVYii/MgcaXbEODPm/ka/uPbszKngf3BFQvPThWQDfuSN4fSUQHasJHhcCaGR3oSS51nTM4xEc8xtEvDBEafgUn6QOP5wYUFvDy9gG/VmATXIR50g2EpZVkZzzRQdDx8eLgLn1RC+L3xKVyvMkZnXOciFGJ368oYTgAros/ug5XG4mF8ducgdiQi+P2rV1dIAqGNXYWNEPsTEZ/FptnA9aop302eF8YwZSYQCeqnFJEAdRrCrrcwNwtV1ZDu6kLS0Fccf9G2cKlSbskF+WuL8e1kvYa+ahQ743FcKJcwXq3C9Fws2rYALKLSSesg5zjodw2MxKLCEvJaYRFFx0VS0+V+JhvK64VFGd9wLI6y4+CV3DyKji3fRwDKm6U8CraNR7p65ZrxnrhYKeJSpYiyayNvE2QSQk84gqzKNeWP5bGugRsALgRuBAwjlDO1mx7OFudkbATX0KbNiozrWGagJadDgE8DbxTnMVWvyN/RYnA5mu4RQEIASpiem8Fr5gRqpgPFJfhMQ0F3cLpotTqOVcxZFWGpIfAqrPj05nIdW/cd21LdpieglYRmYHeiD1n9RhYOvkcKTKtiHV77RaeAGTOKmGvg9VdfX4rB7yVzyr0G45PRVyMrLstawZyGQtCaPoCFr3BoZRPHvbBAAvUf/IN/gJ//+Z/HN77xDfzQD/2QgFf+yT/5J3jwwQfxyU9+Ul4Ex90sGL8Tz3SsYx3r2MYW5GNvxei736mYxmzWZC8KvD7Pa0iNpne0C4f2H4be8jk4VrNZhQ3TZ8lv27v9qISupoPsQAKlQmnL39/ubRKMEWouM4hI3rBJnzGEqLIy/8ffMR/HIvFqiSIeZ39yN65Ur6PolHyAjdvE7ugOJMJJ5O2S+IOMl1jcIAClR0uh1vRwtZZHxbWQ1qPYHe9CT9j/XvqoZN4L/E5abySMrpCKvcxtN8ks4/s/PIPhuIp9iS40vRhmqovChJGM1mG0WA4JkBEwNEHVcLArEsEndu4RQEBfhAyDCs4Vq/gvF6clDqEUKeO/omv5LPgICeMDGVE4R/F4E91GWOaKuf+KNE1qeJvxp4By/DpNAMKXWgzXoLDgky3G9yt5osIuT2Z53VcKMB1Pai7M+f//XpkUZnEei8aaARsKR2KaxEn7eghWhoBlBpNhfGB3F44PLkt4svGSQAayaDCXuWIttLFskJHjRK2G903P4bdfm8Wz11lrI6BH8cesKAjrKkzbk3rV//YDh/DyRBH/9oXrUkCv+9T9a9RoWnE4azSMP7QQfvz4EP7WYyPIOQ2cenVK5qLdGA8wX99UNDyxp0v+Tpb/s3NVYQith1WUrIawdmQITdZ8dQV+Z7lSwcL8PLp6epBvGkuMLYG9OlfFtbKNHUljSe6ezcUvTJexKxVGTcAnZZGtIWCGjctseOe15b85/0d643JcgkvOLTDeaPgxcRN4K1eTJozP7u+RmPjkTBnfuF705Xs1FdfKlgA2bC8jgCMaGfL/6nIO4yUL02VbakhseiCghWvruYmirKH3jtwIWp+cnJQG26AGR+DN11pM9KyH8Xy+NUFJ1ibeP7r8edYe/+TtecwQcdVSjdjbFcVnDvbhUEsKhjmMr16axV9P1yXui6sheIqOU5aLgu3ibx7olZqTNEIXTRi6imTKEFANwVa8pxhbc5oJEuIa3pEM4+O7sjfI2PDZwHlmTL/6uUPgzotzZV96uDAnNUc2rt5K/v9+AuMvuAqIQ9wdXo5p+Hxgg9OFkoUn+m5sEr/bFmqTQP3Lv/xLAeL/4i/+Il5++WX85E/+pKyZj3zkI1KjYUzDWsvN2naNaTpglTuE2qVDQ5Jm2cBbckBsfIpGI0LbXA0VJHAnYVmpUfBBLQz2W4V2JlOEwphJkBaSV42H4G4VrBIKoT/Si/HqdUkchEMaYqoh1LR8iPt6cgaOZkaQadNzbu8+XE+iaCgWwc/sGcGCZaNUqeDSaxM4kvU35CNd/rHab3re8E/EwkIdtdq46QzEddkYRE+tdbMzmZeM+gnqrrbONbopTJZdLFVxfCyNf/TkDnztch6//do0VJc6az5KllRndHKYED62o0/YGtrtk/t7BQhCarXumCFyPJJQRxNdLMJT/iJmYNKxMF+xsSMT9dlaao7IkzzQVjz2BYLWboiiQ7YzGxXmFLJNcE8gEMDPPQcI4xCevbSI16fL4l0EUjCUDSLA4K35qoBGJoomxjIR/L8/uEdkUpbWWouBgohOgotYXN5sbTBBeOJgEk+7Cbz9wnXhuyN9tuMyacvNygeGBIUA6jLynwQhceMzwhpU0xXnPng+C6sKiwgxQ1C7KhlsKj6ryXAyLKAKOgKG6oMcaAQZ0WEiyvX5iZLQEfJnBPPEWt2lXCPcWAmOONRjCFL19EwJacVBd6YblVoTJ/rDgqINjHNNOrremN/VFZx3f9zAfM3BqzNlfIdIZMeX9CGCliAKXhHK+PCuJW0g1wcxMGW7IaAmAqxodHy4kV8umMIgwrmio8AxBkjUbIQyOSZOzpYFrMJ1+ey1AmaqNlJELlcgrCME6/Bnh7pjAmB5bbYqWoJLuvaNhiBruRExac97kuwkZxerwnBCthoamYF4HLLH8PN0QPi+L13OC6hmR4rdbCFxvE/OVASV/Nhgyk8ixhJ4q64hEYuKVBfZiFgscG0L37lq4dp8AZpuIBn1j0Gaff5JNheCepiU7Y3rArLhfPDPzx1fBuS1G++vZFiTtc0OaxodLMoC8XoXLi7gSxdmsT9s4x9+6OH7Cqhys4le7jV85gZAttW0hPzrUgPAO2x0QlgYIljqH/7DfygOyV/91V/hn/2zfybn8VM/9VM3dbzHH39c0MBkgSIIi9qITz/9tARz7C5mcWq1A8xEM3/XsY51rGPfC3Y7Rc07KWv60kQRCwLobYg/xj1M+gFDIfzHk7P41vUqntmZxULdxudfpwTpshyNnEdLdpNAaL3FhvhcMYqf2WLimT4F/Tf6OH0xXeIGAmfYKURKYoLI92ai+PH9vSvmbK3uw3ajH/P+4bSAVigHNHnlErJGSBI5fNGCZEaQYOe+/skdYXxyjXGOJShN6oM26CcGn2eiiv8i0J3ggMDCKkE2riR039OfwGjCwB9fyaPm1MQv4OwwORXMdyxs4Giv77cFRh/9E6MZ/O4lH2xAVpcrJimuIWwwTOYxFokoIdS8pkgK0e+m70mv9/HehCSxli5UW0wTXD+JTVsgWoJxZup2i8nG/w6ayAwJ400Df3hlURKFLPoT2MD30r+brpOJpomC4l/3p/pT+PSOlR1Z7MYjkIHyhKShbddkXsv4e/oG78124dLFSdSLFKZtiuSuzWIEWTPYnco4nNru1FJn9yMjdebyBcRNOU0CVtrOm4l1tYGw5sfnNntBPXbhRjAYiWCqVpMkLZPpCK4Tk+shBVcqdfG7STttepRw8qmUefCeiCFsQGPxqDCNUtrnzeo8krqBeDIh37+Hf7ZdY9KrMz7KGstxDhORlOmZrtdQcWxcEDALu2Q9AZtIyi3URFL3qd7nLVv+TqZQgkAIKiFTDI0J7EXLxJUq2VpimKhVUHBs9IV9sD+NBYtZq4Y5qy4yQYu2iQuVgjSUiAxwSJXjlRwbSc1Adzgi75mzahiNLcf/TKLx+rYDN+ZqJQGqdBnLXY6kpSdTC5lgdsR8X/BqrYRrtZIcP2yoPtjesXCmuICMEZHzJyjBTRtohjR0K3FJ8DOecUwbJcXGc5W3EdaiCBthNFWCh8jGY6E/Ysj9Q4AN10mXwTEriDYbOJIawmAku+b6iyoslPgALtLkc/0vWDlUPFPm461yFU7FQv9QNw7uvn+AKrcKxmf8SCyK1MOwKqZZ8VR554zPDIJTaOxC5Pr40pe+JDHNT//0T0vD1s2AVTrxTMc61rGO3T8NxXbDlNoLzW8SbcCIMD+toII8NM8QWSBHRAGX46ggDvDByZSb9FuANUqTtOXmNzNDicBp0E/3fXtVIfCczX5NkRSUYqSaQlRZrsME+WDm+5mLI0vbaqO8zqHUXpieKcd5/uS30TfSjWg4iu6wXx9o37e5z2VCIQxF164dDEQSuFTNCRt/sJc7TQ9D0YhIBmnKytIh59SGhbSWwOf2d+Ns3sSLhQKchur7wDw/NvCS4UMNYX9fF4biK8Gr+1MxHEzHcKlcF4lQ+lYCOAHlWckQ6Mu8VCsenJAHlY3MXkjABczDP9SfwBeuFlp+vC9344PvW10AS9cSGE1HpO5AoASBLWGNSgAtQFWrhjdRsvCta0WpA0nRvwXMJwv5pZKNHi0k4AbGd//Te3dif5v0T6BUwMIv45mtMLgxz39gz058TEvjVP4iilXywTQFTEVz2YYg5+X7V2S9Z2xtUsLV9UTyh/92HNZo/BOW02GBPW5IUzHjtpzrSQ2Ksi69UR2zNRsx3WcTpLHZgDFcre7gm+N5v4FY5imEZFhFg/EmWfmbnJcQDvYmpUH2cr6K2YaJ7lQ36raKnWkde7LLuXzOI5nlCQQJgCo0Ak2ul22cy9dxeqEm14TNFmSiZ6wvkqbMIbSY9scLJoaSYaknkDlnZ3o5PmL9kA3DrNPw5ydnKwLaCNjeWTthPuHlmQoOtmomrAuxWZrsIVNoyngYt06UbRxrsb2cnq/K+mpXCRgfHxfm+4BhhOv7tfmKrKOgbsTYmXNOEA2ZY1jbYj7lL84vCPBmRzoic8HY8M35GnqiBXx6f88SKOGcW4RqsJlAk7oBfVZYJt6aNfHPZ3PQdQMpMrO7DWFAYdyTieqoljyJxVmveYD1yKojuZS/dbR/xTkExjH2RTVcLlpLLDuLloPTuZqs98p8BafmS8jaZfztYyfuK6DKrYLxWR9dq0bjywVjW1hXV5cwm7CR+POf/7zkvb74xS9KnYVr81d/9Vdv6njbOaa578Eq20UGSJyPFn2Z57m+LhzvhWDTQKCTSGSpXyQPqOB485A+NkSa1BZYJYBCNPWtyQDRRmMDqLo1LNp50U7mhpRWY8gYPUhpSfRFkgJYWZ1A4ia5uvtwtcnmGAkj5rm42DZfAsBoOUHtyLT1jBviJ3dm8dtvzmG66iKqkbLZT3iOUX6npeN44/z680jZoPfvzMrDHtAFELBQ8RlqUlEmqxT0tOix2i1mqPjF9+7E//7dawICoaPCI1KaJACC0OEpceN3KPtDFhoFh/vi+O8fHpZOvffsyOB3X58Wp4nnIVrnbZeH582Nh4wfZEygRAo3c3Y8Bk83AlMIiiEqlmPnuEKtjTzI6XAz47j4+2sFE1+5uIifOO53sXKeT58+LclddgLdbGH/aF8CfckwJgt1xHVjie2l4XgwFBfW9bfxhjeHq3ZcnJn5uk/rTocnmQqjXnOExpxG9pdoTBeQCs+O1/HrV3LSwcn1z02bDgUBK3Q26LTSmUgahjgU7Laks0EJHTrsfI+hNRHRNQkk2EW7Iw14tiOFiVA4gnrFRTYCAYO0OzyyFuWeWsOawNs5svz4NH5kO+H7WACZrFiYLJOSjrTdnoBoDnVHhRI+AKEERvAKJYz4Hl4u02ksOSWB8TNvLdbw15dzAhJ5e7EqskD8bunUFe0kyLzQQSGgh4ULrhHqUXKjfOON0yhXqxKYBNe3YHpCG0cASruRdo/rjN/VFVXEGcxbDsZSkSXnk6AWUtLR4SJYhUbACY/H3wlqOxKRV8zjmE2UnCaGG0U49Qb2haN40w1htkKn1kcBhxVV7jM6dY8NpfCpfd3rJvoIDnpiJIUvXlwUMBDnjuAhBiIE0EQaDoquh3NuHM/PmPjI7hsBc++WRC8LiQSaDScN5EirafvrPqCYI4BuNxf4NjHuEQS6sRjwzDPPyOtf/It/cUtdMkT7BkYkOh2jsbEx6XK8nwFKHetYxzr2bmNWmSzWxa9gs41C4ASL9y2ft0kN5YqF//TydUlm0LfzO+38BBmNf9K3ZAKN/iP/m3eULY+PvvLfPD6I//zatCSuaPSXKMfIGGAkGcb+THSFH0i2wbW6D9fzS0hzW2n5XYG1ax1vFs/QdqfCeKArilcX6uKnMj5gcwBprs2WVM+a1pqnkbghTC2XSxay1Ja2HJQtR5LCuq4J+8paY3iwO4YF08G3Zsoix0N/in4s38/EHm0gZuAaddnJukI/XFXw/sEU3tOflPfTB2fHGj0Uv0vRH1YAVAloo+lnLlpEpfhhCv0+Gv9O9hkmly+U6hJPCINMi1o4MIY//RFdEqEvz1fwWG8CfVHfdy4UCpJkYTcPOwxvJqZP6xr2p6K4UiaxOxks/diBVMik/Y6U83jjpWmke3tgegpSmoYFy5Jz08ktrXmwKd3TYlhZBqr4F4jX4q8nZzFZMwXw4zUVzNctX15W8VlVMjqlYhuoWjYSmi+XyVfBcWW98sgEmJihhqwLo8kmAQdNTYOq67AsG8PRCPrCK3379VsiKFPlCbCELCnsfl2wKP1DUIorDJWNhilE95RCajTLAkYhHXwAVAksomqouI40ehBkQhBO+/wL6KjRwOVqAUWnirm6ibrrIhuNy3fy3iOAhjErj5PUdRk4wR+BUVry5KlTcn33t11fdvQG3bkrYmgC7F1r6V6cqJXlOwKmFmEA1MMy3nmrhh0xP6YhUCSQ94GitPIZMTQsSgw3EDYdVAoVeUbGExoqKkFclsj+sHSkgeuRoCYDI9EsBiLrJ2QzegIpLYaCU0VEMVByKih7dWG3jcFArVKFGtFQD7tS5DFC932qbd1EL5kXp6dmMJoZhtckVX2ra5wsQ9LARWDT7VFT3ymjvBiNjFts8iFIha/VCemtWCee6VjHOtax+yemIQBFICoeJWIaUMn82GLvFmlL2LCblu8Pb2U/IAviGvWG9YwSeeFQFHbTXAKs6IoBBWR7TyGshKGFllkiA7ZBFqrZTLxZniyiRhBR/f23PaZZ3Uy82bkdTPZgxqwIKJhykwLyplSlnpS60kbGusmDPTGMmwbKLht4FRTrBNE0ENc1AVV0rSFVwTF9/45e/Nm1eWEmJAMjr0lMVYVVhcZ8dXdUE0ZNAhfITMM48CcO9Ur95nBXFC/NVSW2EQbDph/HBPQqImWrhKQu0xXTJSYi+J4lDTY80+jbMyd7oeAzWrCQ77P8+2uEBxG/P6qhOxTCZMnGn781J4CVdlb0qampW2Kg2NcVw2h3DPmqg5CiIaLrAhjxbBda04O+OI5TpwqYVtICRiBIgk2qBJEkkn6Nxma9gQyRmoJIVBegCo1xyStTJfznU5MSn9YqFharNvJVGzFDk+Zjnn+3ruJK3pRaDueLIB257GQoMTRp3KVPztoOgTFKk4CZBpp6FI5FcJEnjams97TbWlnj1mGF9YSs95SoYb2CMRlj2amaI3K6EUWRGg2bism2mubYVjG3cKyBnFOu7jOx9reAKoER8EQgylevFeWcXpmtCIDGbxJpSqwbblJex5PPE3DC72RcRaCHsEtevIhrE5N45KGHlprFCawRgMiquhFrQqx3sW5EsApZVagmMNTGLsNcRDaq4ex8FR/clZXv4dojcIdMOlKjCYfllUgA87Nl5D1gT7MCp5bHSDgCRwljvmyLNhavO2VNs7zGblOAOR8dy6wJVJFrEAqJVNFU1cFExZL1//piVRpueL9lFQ8ly8ZCOI3vlhv4wW68a2wtMP6lS5eQgiPzVbRdyW/4+wREceGR9HJ9bTvUaBIJv9GFYHy+/vE//sfvuhrNuyOCvg27UxRzkooVTAIXOx0sdna16FJ9SAoaLSAGdQPbHQn5bas7h+/z5YD8heYJ7fXWjOwsh1N7UXTKqLhV+Xd3OANDudExoNwGnaCRkZE1uw/X/Q7Vf1gHN8Lq7sOtGNGKf+eBAXxjooirZQsjCQ1PDiWh6i6+ND0vyTEmyWh8YHNs+5LLzCZERx7rT+D5awVEGxYGwiHEE0nM1VzpviRN2Fq2tzuGf/2J/UJnRopzdoPSaQnOnKhfJiA/eKAXnzjQg4ShYVd2ucvskwd6cGqqhDfIiCLAmyYaio9Jkn+3NPJISUfWjmxUl+I+gS50nph858/39sRQpv4grYXkDZZDew+SJALVkDCwEKxCx5Xah5xnMm6wgHyzdrgnjs8c7cdvvzKBXN0fA/dLojF/+sQOfHxnXDpT56cXMVWgo0I32qdcp5MaJzNGkNBeRRkm3ZM2UaOLsimT7YTXT7TaPWA0ZeBju7vwncmybIAEt0hCXBhcfGp0OkHiFLbQ2OemFoW6cCgRFso9oj45v6/OVHCiPynOK43oZgJHrhYt7EgtO+OU++mL66jajSXwSTBqXg86XHRK/O5Qfyx1h9eK2o0NtGNDSAtIR47OC7uJ6RCRpo6MKnQ2eP7jRVMcHCbw2cV6rWTJ/d3DgoMwJ/lONNca/07nqz9myDq0HAd/+sJpnK82Ec0MY/xSCY8ONoWOjuuKCGECXNodDjqInDN+P42gF/95svLaCDUcaXJalomoreNRZ3P5fWSU4QSNdqcwkuyVIInAqMPNGq5VG9gbBg72xHFkqAdKJIZE2NeR3GzjfmIkLUHMS5MlnJouy3UfTYWhuaTZbGKkK4nJioPvTBTxkd0ru27fTcbuPdKhf+qJE1CuFPH6bMXXaW1Jju3LRnAgY8hzdbUu/DvlCDGxu9ruRKcogzjuPXT8SV3H5xsLV+3BHbtJ1tJP7FjHOtaxjq3tnwdJydsx+hb0aRQyFrZkZgLnlN1xBF0T1E1QgsinBF/XFiO3Q+25zwfSk1u1A10x/PJ7d+L1uYokgoYThviwq4HKW+k+3GjO6Oes1X24lX2Ovs+P7u7CSLyKUwtVodM93h3Dk/1x/ObZOVyr2JLwDKjQ6R/Sj92bWQalHslG8OVJBQXThmrVMBKPIaQZKNgeHlnFEhkYj/fRkQwe70vgatnGS3MV0VKm7xkY/fausIofGssIOLs/qkvXmn/eIXx6NIM/uJJrnaefzJVXyyehi89351tAFxb2k3rQLenLAZHB42AmhpcX6ku+tTQztjGWBEsioSmir32tYglYZSOa7K0Yx/1kXxeuV22cyVst6R0/niaw+6d2jUKvlTE9Ny9rtaxSjtUHkHBMukJwke/zBufdboy+J+oWnGZB6KYJEqFRD9xTQjiUTgjzyRuFEtSGJ4yDjAt5xrxdmOgXSm2ZFMA02ShRlUaBTCyKgXBUYk4CTy5XKziWWV63pDnn/BIcEm01kjA2dpoNpA1dOi9TrSR+aOn+UiXJT31zvwOM9M48hv/79tiaZjU8ZAxDPs+xU9qHsQLZSriuTddpSf0wltMxZ/myv2mDMYuKuuPnNPxagP+8kAKO6o93cmEBz104Bwz2oZaIol7IYW8yhYSmC4uKvH+VMYfC3wVGsAeLBauvO6dZqNxbRnp74UplHoWNP8Hn2QGtqhju75cCVd00JaapUw4IHnpVA7vi3chmu6HpOhJaZGn865mmqNgbH8GUuYCcXYLZYFFHQzxkoF6uSGIvEg4Ls+2ilcNgtA/vRmN88Prrr8u9O9w9hIKbg9skw08g+xBCuBn3C4TK7e9JdyqeWT2OTjzTsY51rGPbTwaI/jn9pjthAkoReZiGD2Zt+b0yxtZ/BLRIXrrFzLHWUdrNsbfOZMnjRREXSTzukzQCOVmrWQtYyWZiFiIJetiKdGpg3N+CwuvNNBMHljGieH/vTpwrL2DWqgqD3lg8g12xJOoo+dJILTmkFoRDgDjttjuRwan8DDzTRJQNuIkECNEheGWkBTC+8Xt1/OyeQUzU6DfZ+Or0vMQXfjusjz5hHeJgNoandvdIbWV3JiJ5edrxnjhO9NRwcq4qMaJ4h5RaCmg/QyEYCoH0EAnUlK6gbgO9Cb/xko0GrEWwnkA2dKlzBIznLbaWIMhhvYDfmwireHuhJqARjvPs2bMC0GaNZq3c6WY2lDDwuYeG8S+LFqaKps9gH/KB+J86NIifeaQP+cUFvD0+j8l8SFgkGUMIEwTlm+K6vFqlpRXXm8Ov2A188cKisJOwBiTnrSuwDE/m4eNjXXhtqiw1HKcZKD/4NSA2U5Khkn43ryMPfW2hILmBgVQYY6mo1HY45qsVGzM1B4Othl6OcXc6gpNzPjgk8OkpS8s6DsfLepevTuEHZLzWjGcJBGFLenASFdtFRvfZKtvNZ0viXJGZpyk1nJmaK2wpVDigETgyXXMQz9dlbgiSIRhqVzosYxQmndba8Y/hCXiDdR/eU186+RZenipBy47iwsUKHhkM4cGBpNRgCPZnnNheo+EYWWsJWFel7sWcyqocBr+TckFsLIHu12wYa8+ZK58vrKnxPSOpKEa6u6UBtl6rY2+lhks1DwNWXWqgh3oz0GIclyp5k9U5k9W2Jx3Bp3Zm8cpcGW/m6rIuKK8cC5F130FfKoWi28DruRo+uSN7Q+PDu8G4HshIQlaRDzzyELLlBl6er6JSd/1Y3GtgIKrhcErfNjWaSqUiDcWr7d0W07wrwCq36wjdCbBKsVhAKEotdhWKprYAJ8uF8WVlZG5oq9GGy2P3ielazpMHOBTNugkTHTwjJa/1jNqH7O4nfRDBKjdjwY0Z3Kg3k9RtNxbg+Wo3Uhm/XariarWGpht0t5EeOY4jmZU34/eNxXH26jQWGxp0zUCl5qArouNvPTi0JKuzlrHrj5qCxwYSKNsu/uyteUyWzKXNeCQdwU+dGJQ/V1s6ooskz7OXFvAfX5qUjT5A4TJhz6Qkj8PN7qmdWTw2msLvvDaDskU5IEU2KToDP3NiEC9cK+DFa0XZEOg8yXVvJXe5KQbGfYsbH5MsBKpslSZ7PeOG9dnDfQL2+evzC5gsmhhIhHG4P4FdvB7hMPbsSWO3l4ZWnBKqPZsOzRq8V8wHiv6jtpLWjd20/GdUD8FzfH3I0YQvl8O7guubEjjTVRtFyxOGkorlYi5fw5Trr/9kVMdIvIEaVOjhMHoSYZEWohPD+blaMjFZtnCgRb3Hcbx3NI2imRMtQ26kdHJZFHh6NINTM2WhhqOlIpqsEXav8j10SkmbTqAGHV8CQ3i+TsPDYt0RJC4dECa7d2eiAoB5caosaFtK4GQjqjhpXD9zdQcHsxHszER9rUfTEeeIzi8dNKLBeZ2Thg+SoTN0oj8hDsfvPPc6ztR0dGXSCCkqLhfr8tlP7+nCA71xoYw7t1jDYNxneWHRg/P35HBqyTnqj+vi8NHBCn7ms9S4eKB3mfKxK2rgeF8cz02UhMKeThGLUyxKsBuUY+Vi1A0WN9IIJ5JQqhY+OaxDrxUwc+GM3POk9dZ6e4WObCPwFK/PI0MpnBhI4j+cmkDpmget1QmZSqbE4TZUV1Cs70bjczJgRKJ0F+nUfuBQGHu748K+w0CHxasjPVEJBtr3pAD5+044RQFq9245WUQw/8zP/IzMCdfP1772NXzmM5+R33OP4l7FjpKOdaxjHftesNsJMgO/kPvH7ewXwgJWKUDSdSGy4jFB5UcqHJ0k9ViEb3cLW79cLQXE5LCAaNn5kSLjxc3FNGQqfHINvehb7T5cL7F7s92H7UYg7vuHkvJqtx/Z243/eHYOi5bXIg5nIV/BZ/Z0LSWvaD0RDY+FLXytbCMUjqHYUKE6Hg5lo3imTQN9LSP45Fi3hh0JAzl7HpMi2bgMvn68N44nB5JrAoqPd8fRHdHxhet5vDhbkY41xjCMSZioJEkKf0bf/ZOjWUxU6jhToC68f3GdZlOAKo/3JvGF6wXMUfqUydUWGCRYL+zQo9H/9xlMFNnbmQQ5evQo+vpuvZhP4Mbf2DeMU4tlvFWoiXTpaNzAzqRPk93T14fevj68dGEc1YoJx22i4iiSbg9WapAMZ5egrvqvJblT6ZrzZWIE4O0RTKGKvA7p0Nlxx8QpLyclfppKE45CsDtwtdSQ8eiKg5TegOZUEYpHEdF09IbDcgxarKFhslbH0XRm6Tp1h8PYnUziYrmMskveGL8DeDAaw1gsgak6E4pMhKpI6TqqJiWQ/PPIGoaAT2h8Lz9PcMmibQsTDAErVdeXZxqMRHG6OIeCXZNOWrKaJFWOL4YpsyrzQGYWHzCj4lKlhEWzhq5wDBXXRs11wT5OAnPIdpLSDfSFo5iYncWXr15GqCuDrnhcEtxvlQrCyPJUbz96w3FM1UsoOiaSmt8VwO8m6IO/o0mMYcQwXi0gri4zDDFXwJg6pS93EwxHu3ClOo+KZyGmhuV+Mz3OWwvIQvYMRREmWb40u444VAzXFcxPz2Pi3Lj4utSeZ1zDWHujZ0BY1bErPoiBSBa1fBlNz/OBKrEoopHoMqPuOmyx97uVy2XRMSdQZffu3fKzbqUXda8Gu8HudAUGIlAbfvEikKcLErzvRKKX8Qyv/d2QZerEMx3rWMc6tj0biivVMsymBd3QoC4BP5rr1mI2toA+ElicyQP+9rclE/Y4aFA3YFubn59fAoHeLNtge13rVpqJ2wErj3ePrviZAF8QgQU2GS5fE55PBCsZsXcbCZytmCjrCoxYBNUGmeZVPJIdEGa89YznOhqPyItn/eXpeeRs3/9mGSKuqfjIYC92JW9k4CbY4OcO9uBYdwy/d34OedcBXWy1GULNBMomm1RV8eH3ZyMSW33+jWnMt2Im+tOMN3/syACihoIvXc4v1WhWzC9z462aB2s/EV0R/+bMG6/LHJH1njneWzGe/3vHMtj9w0fwF2/N4dxcRRpiHxhO4vBgCo6mCdtBMdqNP89dFbBUuVxDoeIIm2SwVHz/KgRdb7Gr6MsxLWN3stOEdUUa4j2nge6Eihhrei6ZKRvYnwljoe5JTp41kVLNwcxiDVeveRLHpRMGxro01BUNajiKbNSQBtRgXsZLFiYr9hJYhfZQX1xkeCj7w9oZm3ZZi3nPYFKafy8V/RoNwSuMGVk747ViowQBJ8UWUwrBF6xVMFalnE5X1FdZIGM8JX8Ytz43U0bBbWC8bEmDO1lG4xrBKTYGkwb2ZqNyrRZrttSS2NTcE9WlplNrXV/mPAh4eWokhagawp+/eAbPTlmIp3uQUTVh6f/TcwvCmvKhXV042B3Fd6fKUn/iObCmQsDOgWxUmkVoZJxhIzzZ9TluGsfB5m42x1NqKbDHBpL4iys5qTVlDFXW4gLZVlRFWFGD52MylRQ5WbNg4v1DBnrcEhYun5M12d3dDbWnR2IaMrNsZKxB7E6H8dfX8yhNuog3qaTgIJ1KQSHTq9eUOibXh7H6prjPLWBUmZyclHoEY8GnEk30x8Mi2cy65mCUTK4Gktr2qdHUarUtyYzd7zHNuwKscjvGTf12NN4FQXj1Ki5fuYxHnjomGoTSVbXU67QekW8gW+L/59PQsVDvLW3+jRKRfDXcKWMSlp391Je62e7DwIKbkQ8wzt2tAFXWMybdfnznEF7Pl3CxXJWfHUglcCybEpRhYOzGG3/zDH7p4V2Y1TKYrtgCSnhsOLX08N/MOOaffXDo/8/ef0BJll3XoeAO98LbjHSVprztMu0dG0DDESA8QSN6aj6kESWKI5KiuCRKsyRqzR+Ks0RBn0NIlEhxKFGUQEAkBUsQABuuG+1NdVd3VZfJMuld+IhnI2LWPi9uZmRW+swyXR2n8VCZGRHP3Hfj3WP22RuHs1F872oBZcMRyZ/3HugSCZ7VLB5kx5lXkq1ELHIxI2MFAQIfO9aDDx3qFno5aiLS9mciePJKQYAOA4kg3rU3g12JoKBav3xuFqMFA0arCEDjOj/Y0uCjTAtH9mQ2gOeff15ozdmBuN3x5uepr7jr/gFMlEx8+2oeT0+U8L2xosgXPTSQEGeMII4r87UVgSo05kJF1IqamwGfdN/S6MiUTdehUcnp8wVDwBODiaBc15mqtSD/5Kfed0EXx4WJWvrWpmXAW/ejKxMRR4OOheLAWQ2XRrmdHzvaLYAOAZmE/AJmoVYfgSMEq8wR1BT2i7NDWRwCc/kdloRzG0sIHYK7uiO42nK4yHzCfR3JhPHE1aL8fn9vDOfzujgSr81VBESTCfqxLx1ZKGAQ3PLydEUANDwmafM4ZzgWROL+QG8CB+I+fPfZF3DJiqA/m0I24t5/IpsnKqbcG3YTv3d3yn3elExYNRthvw/39Mbw0K5FYNqeRAjHuiI4PVNFyF8Xh5BAlZ6ohnv7loIOfvp4ryCWz83XMG6xo9Ij19cTDYrDRokqOoNMaE9XbQzGQzi5tx8Vqx96VxXzxQpGjTLmLlyCY7wmaEuV6F0NUc7zGYoH4VgWnACQTjIhTNmohjhAlC/aSSOgjKAgzmulxXg7AFVoLHzc2x+Xbfn7VTdEuyQBTT1vb0ail8dejVllK/Zrv/Zr+OhHPyqBFiky/+W//JeyhvzkT/6kUCl+6lOfwq/+6q8K8ImFgl/6pV8SJ4gSdR3rWMc61rGNgVUY02yFeY+mGPwyHgeZKDtyXLZAh+1oLeAp/WCyqyg2CrpkAo5Yxg5IY8KGYOZ3DqfweHB6xyi9t9t9qIxrqUrsyvXtYExzV1cEv35vP743URY/khrhj/bHcbCNVYXHfeONN9BVLOBXTp7AZZNA6yYGowEcTYWv68Bazei//sLRHjw7U8XFkiGMe5QXolzQWsx3BMoIm6DPCw8Z/xjT1Jms9uGn9nfJOe+KaK6UZyOOu/JVvFnU5bMHEmGcSLva3x8ZSuO/X5oTsL4LVXEt1JIJoj/BBKPQJE+PYWR6cks02SsZ48P7swkcS0UwUqniUrmC5+fL4r8S9HE8lZQkNyPrvK1aSWitrkkVpTeZrHUZO0J+gpbcP1ela9JlWqFZloOqU5fk9r5oBDOGKYl0gs8J5KpaXpTtxT1bdbKUkJkyBn5Fs8Egkut8P3nPCF7he6d1XcDw2WAIA5GwyAr1BkMY1WtIQ5N9kZ1lRtdl5I0Gz5RAjyAiTM436kj6NYk55i1TpIopM3UskYbdsKR7ti8UQsDrE5mkvGOhQkAIZaoIvmh9rwiKIZNMzjQR8tkCIMnXDQG/8HwzWghHExnkZ2bxzKUL8PV2Y1ec8aQ7vpQqmrNMjNWqOBhP4lA8i5FqHgXbnU8RYTlJIxFY/H7siSZE7mfO1OU8OD/JLrM7kkCXtvi+qD+EU8lhnCmNoVZnMYXMPz7si3WL1KpetxHxu743GxHYFDGU6MJwbxLpwR7k9TLK5Qpy+RKuvnRNnnuMZbgx4bvasyXo0eBveFGyqohGIgiF3HOyG5TX8iLi2zn6ZLLXmA1KojVFMoC5iFsJVKEvv3fv3oW/U8Ig7r8eWKh04VU8c6sSvZ14pmMd61jH3jq2Ew3FrBm8+uqrOPrAIfiFNY0eqpudXmwo3qzP74FTdWshO2WqnkQZGTalUjpxK8b4hTHgVpuJ19pvpBkXyUQbpis1I5wq4SW+CJlF2EBwoiuDxOAgcrbrIw6F2Ui98RzvqUwC6WAAr+VLyJPdIRTEqXQCveHgmrFAKuRFKu5B0/TCtBt06xGLeXCqN4wfGuwSOaKhuCbXwwbVJ68VcLVoiJTQo0NJHMhExM88mo3g9dkaTCVp2gpus0F3TMm2zvrPu4cTeOmF5yVXeuLEiS03E7cb60Q/d98A5g0bT0+WMVKxcPbSvEjrsIkh4fdKg/aLYyXkK9ZCXWSRbJA55CZsuwHTaiBKlowWYILvKZq2BO0M6/nR87NVyfmTidOq1/HqlC6NxHLZzSbGJ8sylhJLepqozTuwTT9OHu2VGIMgBwVUWc1Y0/j4/gzOF3RMVemPe7E/FZKaAJuXz8zV5F/GnEMxDa+2GqU1b1OAKnz/YEwT+SOCbU5kI5goW1KfkNpZPCh1DkpBkeH0/v4Y3pyrYbZm43y+JgASMuGw+VeuS+5/WOoEF/O6gDUYI7EROB7wypx9eFcMD/ZG8dIrp/HirINkOo3h1CJQar5m47mJMu7rT+CB3riAWy4WdJHoJVsKQVHvHkoufAc5xx7clZC6G5uKWUdkfoUgqceGFpsVaO8fSiBvWHhhtoYpnddIlQENu3uiOD+nC+iItUg+NzgGVHO4e3cf/N5+1Ht2Y7ZcxWSlhMLohDDPkoFDxTSrgfF5jN2xIJqOg2rDRjaRXPDNa/UmBiJ+YUjdKavadZHWYX4h1WJ9vR2AKmosDiVDsq1Uo1G1mVsJxq/uYEPx7Vyj6YBVtuEIcZKS8ouyKffecy/CWggOqLXsga/JXi27Da7CAqMXHlLltrQKFUCllfJF2BNF2BdBwKMh7kthAhM7ltilQ0XngYnorXQfLjciqojmEtTeDizM7YCVB7Np2VYFBo2MiCPH4x/exrH4MHl4OCXbRo1Ai/91ZloSlwe7IlLIpx9TMGycna7ilx4ZFtSksn2ZiGzLjbI7//ZDh/F/PXUV52arrgQRk8UeV/uuXDDk93u7NUTmLmL/oYMYGlqKct6qTZZdgMqlnC7ADrPeQNTvahNy0Z6rWsKAUTHsJTTLqxlneJ0FCRYvhKHm+vdwvAgaODNbRdFquAACUr81mrg8r4tjyKQ8kcAtBSBQpYjOSLXuJtKVkdmESGMyrSw3yu1kI9cny8jkQqDI85MVXCuacq2nemK4kK9Jol6N+5nZmrCT0GF5dCCJx4e9Mib8ncjYb48WZbz6Y+7ida/mkwT8WNlEWoBMLiBDGc+RwBkBsoQDOJKJoCeiCZBmgJqFdRsvvvAC7GASgWYc6ZB2XQGCiFuicHltP3woK+AsagmS/YT7ajde10f2d6E/FsSrsxWYThNH++N4oC8hMkntxnn6jx8awsV8TXQ3CeK5KxvBdM3GX7w5J+O0MK7hAH5wXwbXSgb+6lJOrsml6gtjOLkPP3g8CqdckI4AdssSwauAKwTFcRZ95eK8yPxM5EryBMw1fWx9hM9TF4p/Akrev3dnJIDoBP7N5bwAcZR0Eplk3rk7JYWVmw1UofRPO1Bls7rwKwFXboZTREdoJYq5rdjY2Jg4PZSg49x47LHH8Mwzz8jPtE9/+tNyHUTtmqaJD3zgA/gP/+E/7MixO9axjnXsTjfp2ttGTMMkI8EfBBD8/HtO4dITI7iUqyEbDUDzeyQxQ/+GgGyuOOyKEglHsv/ZZIprnQeAQ9kw7htwkzTv29eFE31xfP/7c5uSAVrLttt9SBOKZa8XuVxO6F/J8LHTTGKDsSB+8lBwTVYYGrvx6DdtoknzOiMQ5P2DCbwfqzNrLrfT8zVcLpvIhgIunXRLwydn1SVB9nDv4vrPe393V0y25fZYX0Lu/zfGiyiLHI8rlcrPkOqZU4NxxnGngHKlKNdLloPtGmOwS5UKzpfKAhqZMQwBjGgtv6hg2zDqLnCgxDr/QvS9RjzTYFedBwGPGxvI35a9j6DzGcMSAEfZduQ6ybhCX5ZAFff61TkSGuFFHUHsDlPu1JUionG8q3UHd8WS14GKJDkZjsi23E6lM3JelOYhNXRGCwoAZVI3BITPa8zblgA7yHoSDwRwf6YLRflbE3G/X87g2VwRUX8Ams8vnWOUBSrZFvS6g4jPtwRUQ9DJYDgsTDQRvx8hXwBH42mR9YkKkCWE8bExKbZ0HdgnuY52CR9eD58bBMwcJBNkKI6MFhF2FVoy4AJm2o3FjQcyfbhSLWHOqglIfzASF7DK8u98XziNbDCOabMktOiZYAxRXxAj1ZyAYuZNNv+wKcKL/lAc/cE4LldnMGUWRH6ITPb+/ij27hlA0vJLbodJTPrwjGNUopdFibJTw5XqOKZrOdSMGgKhAByfA6tBGZwGnGYdaX8CmcDqrFCbsapTxYw1D7PhxmVBr4ZuLYuYf2fA5NsFqmxWF17FNDcz0UtwI+/dThTvOvFMxzrWsY7deLbIrcYzXFtYL+BGEEE6nkK1UWrVXRTXoYu4b/cK5bcVzpkgDR/ou3kRQAilRmnH4hnuh6B1xjWUkNkqiJvXzDHjNff390t+bauNCysZxyWIkGwrmZL2pG+wZ88eef/ubRxvOBqWbTPX/+2pvDByDDA/3mJkYd6+RNnLsB/9rYZQGhs5P3n0emZH5tL/2SPD+KPTU9JwyjjXT/YVy4FuNjBumeLfH0pr6CtfRteuXhw+fHhHfAuyjDw9WcGFgo6RkoGS6TKlk6CS5zWnOziRDqFYtlCjxmeraWS1qcg6i16zoWluUzG/TfW2Qo2SfK2aDk5PVYRpfppN4CG/zPbzU2UYFqWzPALgcOU7m6gYTQxSTSIaWMIUSqYR/s4G3eVGwMi9PdfHj2Rgee9wEk9OlDFRdX3c49moAD/Ktisxynv4ZkFHXyQg58x6ynuGUphp5SXIunKuoAsbDJlGhc21L468YUuzCGMHNpYTIKKMdRXW8qqmK8/7jqEQdkUDyIT80rge90Fi9JINBJJdC9KrytJhvwCdyPDChuYP7Enj3lpMzoEgnr5o4Lq47j1708hE/Hhpsiy1nRO9UQGwsLm93TjWP3W4B+8etHC5ZApY51g6LHP7zxtzGGmxnDZbsf/79qSl0eWLl/MidSSxazOMbDKB9xyJIlArSkxDNgzvCmD8p6cr+P5UGWP5sgBTvIEwAk4DAW8TVTblez14tDexI7454+eX5ityv2r1urDRECTzSE9cxu1WA1U2W6Np324mGL+6g2CV2zmmuSPAKtuVAdoKMpYaiuw+pBH8wW4aBTxxYAny0Nf0C1OKdB22uFZ8CKDRtIUCTpC9lCfzaEj60vC26TS301PvZPfhQw89tKXuQ5VU4EZWFjok58+flwnLBx0nM7etUp9tlBWGjhwfKER53Qq7yoXQcGQRX0i+eSCLHCVeLud0ScpvxAhi+fcfOYLRoiHo0aFkEFcLBl6eKMuDPNuswJcbxckT26PJbjcCLz77+jQu5nQB3kxXTAEO6H6vID6pj86CBBe+mkUH4fpO2etMFktXz5E02ovWYkJpyRnxdTJ2kFUm4vfI4kfkruO44C2Cc4SuRfQX3df7wgGYHg+uFInMdmnZ6Oy8azgp/24KmDSQFIYSomy5L87l/88zo6g0HaGOI3U5aefOGTbesycl40EjBboyAh/awSg8ZwJG+Hfug04k6cJYvKHx51QwgI8cyGBXLIjnJst4eaYi45HxNxCYvYzjA90Y3rUHL5yZFkfDsuuyP6KHOS8kCd5yBDnfVgLptBvfS2mgR1qU9Os5zwfSEdmUEejys8d7BehBR4pd1GRcIfL3v742JY7onmRIzoX340rBwIthXuOQAKq4ULP4w+8qwXxMRH7X6sLrFXYwu0l9rz8gSXrRc/R7cDgTwccPZXGshXjern19JIcXJytyT+hMkunnu6NFcfTfvWfzjFLbBaqwg3irz8bVEr2rOUXq59utE/Gzn/3smq9zDf3MZz4jW8c61rGOvR1tu8murSZ3ybjI9YqSDtx4Hv/Pdx/An702KbKVlMEkwJU+TY4aJ+wSimg42R8UAG3RsGU9JxD3b98zgI8e6b5uHdqJLsmd6j5U4E/q7fK8mMThfrlOq3iGCeMblWRgXMYk2HalPbdrVyUGaC50xQm4wOOB39PA+TbA8nrG+fL4rqSAW2ZJVex3NbffKNQwrdsIMkYYv4SYp4m7t0GTvdwulMp4Zm5eEng5y0TNoQypR5hUQtL96OBSvY5sICrSRhvNFAhYxddqO1z4Si7Vf2dMM2+6HZ8Vpy7AEKPOWIhMI01hJnGLB2SlaWLOdPChRBYXK2VMG7qcJ/1gsqTsj20OFEywyCPZbuQtC2ajLoCTV/N5TOiG6GsTaEKI0JxpIezzidyPKxO8GD9UHUtAGpTeUcb3Br0h5EWeR5P3EISjnktGw8FAOIp707sEZHKVCVC9DI/ugbdUgz46hfvvvRdXmnXMlIsytyqtHAsBM/yd+1NGcEq2JfuzmhGwcrcWWsjzrPWMpDQTJYHabV80I6CYeasm15sKhOSYeauKSSOPkE9bGANKB02aeaTjgziUOSSa3fThGc/wGcHnTiAehLHLC8vbQMN2oIU0NDwcm6aA78mw269lsDc2uCPPD7KpTJjTsJs2Ql73/hkNExPmFIY9Awj5dpaRcieBKpsF49/IRO9OJnY78UzHOtaxjt2e7Pciy3LmDAqFgtQ96GfT6DnoTfoBzoJuKf+mWO39YC6YcFzWbpoLTPdhxODzBHY8nmlns+S+2KW+1WZiVSyltCb9FRalCYBhHMMaAmOa7TYqr2Zcv3k8Fn5VM/GtMDZyTukWItL86/qJBJnQB6ec0GjVXAJWWcvYYPprDw8JMz6bMcjSXtAdPDdeFAaNtMeEd/oSjuzfL00TOwFUISDjS5fzeF0aiZsim0PwORlKKYXD1wsNR+K1co2vuYz0bHhezVzfCnBst6m4PY5RYHzuh38u6jZigaCw4BN4r1Pe0qjL+9joSZYVlmrINWnZDdiGg7sGErhcMgT+xd0QEPJAT0xAJZsxgk/IDk92FVV7+b9enkTBNOTaud+q08C5nCGNzGRZ4TkNJxbvJ2soLuNrK571epCNaGiykadVsyCQhPK5NIKQODc+vD+JuzJhvDpXw9m8DrNoIuarQpu9hj0RH+4/fhzPvzQpLP1Ni83NdZEqIpMPt1BbEyzrDtxWM54TmVi4iTzpOvOGQJ52OSXN78VPHOvB+fmagGRYb6L6AIExCqjCsVHM+ONVC0/P6vix/f2SL+Ezgs/FdjD+SKQPr9gRYdXxs4knQClZNv42EQ1A7uVjvXE80ta8sh17LVfF87MuMKo7GJD4nTK+jIffvyt1Q6Q6lxvHns3VZBFhXXurtY5bCcav1Wpvi5jmjgCr3Gw9xGKxKOAPgjTak4wsuPsRhI/tOe4fRN7CpUtjQd4Lv0eDh4kruMkbUqiRcWUl2wlHiA8jJkRZRGbSZavdh+3ah3R82GXE/TH4p1NERBZppggiUYnenSpyEkxECj86dOzGu1HO1kaMDB+qSN+OlVAOgwIpbNR4P4ZTi9dzKBsVlCeBQCwe3H3/zgJzXp4s4ZWpijCmkN2ELG9MqhpOHVXbKwsF//78ZEkcEtrmYGBqfinFetfqTRfUQ5AGixkEeJBqjUCdURf+CYcvyvwkkMQFytCR+PETLnCCSF/q+R1MR8SR2opR2ogb7ZuX8/IzJX3K1iIojGAKpS+43MhOQvkgMsHQ4VD3nud6ojsmrC+kDSSrkjsaHpETopbjVy7mcCGvIxX0oWlbeH50Dt2JLB4Z2IO+aFCYWb43WhBnlCPH3VPT/hOHupYAZmh0YF+equBqyZDXSGt3vDu6kPwm0vdq0S1CDMVDQrWnznej40Skb7sRxUtNSIKNFFKYY0VQz0heF2eeDDJ8bqlnAJ8Zr4zO4c3nJ+GtW4h56Sz74fc3MGd7sTsZwq8+NCjO5E7ZbM3C+ZwuGpTqXmfCRIMDr85UROaKKPUbaXRY+MwiqFFp/e2ErZbovVFUdDvpCHWsYx3rWMdurG02blAB+5UrV3Dq1KklwOjumIZ/+Mhu/N8fHBKfh+Dc05MlvDZVFlDzoWwE79ibEdDxeMkQGtq9lGxcJc7gWrSdmEZ1HxIsv93uQ7Vucm2mxCa3dqAtEzh8Xfkya0mBbNbYuUL/gHHZ/v37b0piZjULtvyD5UkzesRhZnk3aUzaDcUW/fN7umLiRzAZT1+CifSdAuaQUeR0voB5kzG2RxKrQu4uQGi3QcRiR55lwXZUL+1mIpqWoJGMzaIGKWnF3YjePYe+cFT8bh6/bNUWE8AS0rjxDc+Lic7DiTh6wyFM6rrICKU1DYOUj9nCmHDfmZYOuVGvY96y0B0KoeY4qIkUEJthPJJMpQTPcgv5/Ij4AwJIIfuKslqdoAg/9scyGKnMY97SFxKf/MzeWBolx8TrpRkBykR8AczncygZNRw8sheJZBK7TAMv5+cwrrvxpjTreH3o0oLXMcVIoaNWwbUa6bsddAdD2BdLIBlw4wKz7ohUkXuefvSGooi1JH02Ok5pLSxbu+WsityndrAO2WIM20LBriKluTkM5hxYjOBGH/ul2TdQdPJo1urS5MBrC2g+NLxN7Ar1YXe0X0AzO2UluyyMLVHf4rOV8kIVp4aSU7kpYBXFurUdoMpmwfg7LYHKfNVOsDl1rGMd61jHbrxtpQ5CcCnXKvrrjz766BJgtOYNIdAU6PQCm4rdNOE0XTo8itqQQaXh4THJh0fG7BtXoyEAlOdKMA3ZX7bTTKzOhWzI3B9jCwW05ca6AusyjGcY5/F9OxF73C7NxConrUAJ7aYw58z3b9bIvqKMueNPJHowOjqKCxcu4a4TOwvMGSkaeGW2KuAUAt9ZmvC0YgkCNZjHZyPvhaIBj5f+EJkgV4lqVuw0Xnr9C/JBLRlf+vgEgLAOxVrQXM3GRW9Z3rMwptJ83JCYhzJFH9mTxoWCIYwoZMjYkwxiTzy4pblFFvu9LdmV07NVARoReJEX4Ix7fIJWKCm0Ekt6RhjuPVJHUYz8ImnvNHBfNirSPC/NVVEyTTk/Xu/eeBCH0yF8f6qCV+aqwgDqbzZwdmIWAS2KY3t2IxnWpI7yv96ck4YIqdG04t13DqUwsKwmxUbfFyZKAihh3uRETxT39MflnHg+ZHoZKRgSA7KudDAdXqIgsJ6xGeRU79LcPFn+CUwhsEcxWnIsKKtExnw2jeyKauI/U8qFG+u4M8UKvvLqDGzHQqzhCHgn4K2j1PAh6vPhl472oifiF6aXnTDGzGeLNWlaV9I/Ma9Pal7XKqY0dXSHdo4N6kYCVW41GL+6gw3Ft7O97cEqm3U2SBXEZOmBAwcWKM6W2xLtQ7K+CCksj+GgDltQutT4c1NdN47+jihXOifb7T5UiYPl2of8mclHbkxesDBLcAwTyXwIMCmgEr10XraycNHRYpKTySImp3cqWbxV25sJY18mjLOzVVko6RjRUcjrDg53U/Jne0AajjXR4Oy65PXudGLl9EwVFYuSMpoARwgYofNDoAiljAi2cTENHkFYbiivK42Yy2kTl9FZt5hXQs06Zos1BD1AIqwJ64UW8EI3HTkWF9amJKj4IPdgzqoLy8tDy4AT2zXO68sFQ9hlyNDC6w77vMIewjFZDaR8KB3G2fkqrpZNV8aISbwW08jhTFhAI3S0rpXcjlQifqmJSPAInVBK/9QtE5OzUzjc04W8J4TXRHpIw+WiLg4VnwoCiOI9aTgiA9Ru42UTnz07iznd1Xwcr5h4M6cLFd67d6fwN1cKeH6yLKhoWlTz4p6eGD64Ly1J642OD50bOsykwyNzEOc504bLfX3+TtATX19unBOXyo4w9hA9G42EYTuOANB8joFLsyYuXaii0d8rjtNOfL/JosLzpnRRu3Ec+D3lPb+RYJUbBVTZCdaVzThFBAfyPu2UDFDHOtaxjnXs9ulE5Pu4VtHfZEffas96SQq1lkyurd++khd2lW9fyeGzr03jJ0724SOHu9f18XluW2WLVN2HPOftSJm2F0GXxzTLgbZsTGAClt1H9Mvpo6jXKdmzFSOwnzKqR48e3XJctpN2PBPG96bKQrVMnW6OB+8x7d6u7SdBOIa8b6Qk32rDxGpWtm1MGYbEMmRxqThu8pFnbzKBzy4x3mO+2cusrxudrx/WkO66fZ668qTuqbude8ICyb85NmYqVSTDIQGXR/2kwXbPQaSAWgnhZtPd52jNwP54FD2hnQUYkL0kb7lxR9jnR4yMjB5SXvtRdRyYK3zvfB4vdkeSeKM0h5ylC0DFarrxz/5oGt3BiEj8zLaAIiFvANlgBPFAEK8VpwWoktHCmJ6ehq3r2N3fh7KngbylC2CmZJuSmGSxh2NuNahPbgqYSBm/Z68VczhbKrjnxLjPNDCuV/FotleS36cL05gza9LrzDFNVIM4nuxGb2jjQGoCZsqOIfkZnj+v3ZVkXtlEDmsFY4xSauho1hvyvOS10U+2TRuWz8GlwlUgYMkzYqeKQU7TkZhw+b74N4ttnjcJqMKcF7cbZeuB8bcrgbqTzCod61jHOtax26uhmGBzNugSQEAfe6X1QfLVauVvEtBswWoassboqMHvCSDmScq/axn3rdalrRQcWSth/EUAKGtKO9FMvDwX3w60pZ/CGg1jGjKkqXiHwBU2IG/lGm6nZmIaC/7HUlE8N1dCkOyILdmaou2If34oEdmRIjdrgWTM3mrDxGo2UjKRpySNxlpMEywlsCbjNJsSoxGk4OLfm/CE/AJYadZbYPo28AlNxTqun+RBgDpCKxjfx8y7NGF7gYpuYL7qRTIcRFfYj0jYD9OqS01CTREyuXC/lIvhuZDphNtO2kTVEiZ3Np12h71yb3n9lPhczQaiGvYlggLmIeiE8QRrIQRwHEmHkQn6hCXkatkSoAgZSwhWYe2FEkMEuwRRx/j4JPqjEdSjKbyW03GQdZyKKYwqwpbZAkRVGg3Mmi5bfztQ5U9enZQaE2s0nH/n56vS8Pvjx3pFVurbo0XkRB6XDQBeHMqE8fEDXdLwu1HLGbZcG2Nf1ml4TxgLt0uv0txGAxeItJKNmZT5qSNKlYhUSp4ntm3BZ+uYs3146dx53LsrI5JBO8GIqoBYZD9qN9bgciYb5+s3FKxyo4AqNxuM3yQI620S09wRYJXt6iFuJLHLCUXgBxONd99994KG01rGh5AFnerFrZRVi4lBWBeo+7f2g32rXYg8V7KcMIG0U92Hy5O6q1EEDQ4OysYxZfcgnSImKvl5leRlwncjnXWkqaLTSZpuJjlvFB33ZozJoX/w8BB+6zuXMVkiMtN1DvoTQfziw8PXadNtxpR+PceZ9+1GSCrVWkAMkZbxed0Ft07CQ1GuEseGfwsHvHDqPni9vP9r71McncAiTfRKRgo26sgng8BUzcFEtSAdadSED4T8sHkODhNTyuEG0nEN87qDsbKJocTOJnafnSjh9bkqpqo2IpYjgQuRumTjKJr1VZk+CGb50L4unJ6p4GJel4t/ZCCBu3tiCwCIQ5mIbPO6jRenyvibqwUBSeRNGymPjbmZaXR39yCRiMOp2SKN9MqMey6ibwjXsaCTRWDRC9MV/KTtIBLwy3fyyTHSbtvYk1hELlOTkddE6aBvXysIwlahoMu2F98bK2FvKiQakOtZwXTwjct5AddQhohUd7y+e3qjwgrD6+pujQ/PZ85wBMSznP1Fgc3Gr12F1xNGOBIRhzmoabJZXluS1pxrdBzYfcuAic8IOkVbBWoRWEOHlk4lf1ZGlDjvUSy4OaAKr5HzkEjtTJj79t0WQJW1Er3KAdoO6woLmLS3gyPUsY51rGNvp+Qug1z65gRdEKiyEX/zSl7H7z19DTW7jmzU1Y3O6zb++KVx9MeDuH8geUNiGq5FTK6yW5Dr6k50H64X04hkSiol28GDBxdYJCcnJ6WLkIVoRa3NZMd68RGPTQkRJkjuueceiYNuB9sXD+L9Awl8c6KEeYLGW92J7EJ7aAVt8c2Y0q9nhycT8jttBBQw4cjz5fgHPGQtdbveaELv3qTWPF/zIOyvw2mQQXKN+y7Xz31en9hzASsu2wr/ZWcY/atrug5vrSb+Lc8p6PfDcHxCwaLCJ+4vHfLiXLEiYJWdNLKqvFwgw4wlbIp+jxvbdQeDcv2U3Ymt8p3pC8Ukbh2vlVGt20j4yHwSR38LCBL2BTAcScn8HdNreCVfQNmxUbSrSAR88n1g7Mq4n99LnUCVuo3XCT7hOWhByYDQ6DlX6jbOlgvoabGrlBwbFyslYZahlJGMs7+JWcvAm+UiQl6yrhTdolArTiX7CkoeAcpQRmg9mzLKuFydR81p0YsHgtgfyyIViGLWLIk0EMErNKdJRh4PEoGViy7sqNX1GgJxDVrLv/f7fQiHQyjZNST9MVRmK9IsRF9c6cJvB4yveSkf7frx6jkj48EuWM/m8wTcl9WwZF/8/FrPLgJV+OxlQ9KNBKrcDDD+2yWx27GOdaxjd0qNZqMxA9dcAsEPHz4s4IyNWK1RgdnUZc2n/A/NaVqo1AtI+rrWPPd2UOVm6hNcx8hkybwnmQYJ5N6KKaDMRms0zEfyWNz4mXw+Lz465do5xmSPVPnXjeQub7dmYmXv3ZXGtGFhtGoATTceoCzox4eziKyRv13POGYcKwLweb03osjNPDVjCIJGGI2wDsDfeQ1uLOEyAjFv7kuFEM8HUSgYC7WTdlMAe8YlkUgA3lWYO/hJATl4vehNBjBbdfDSZBl+X0UUBIIhH4KmH5bhgISNKv5JJTRomleat+/d4YZistA/N1WR+kLFcUHqrEUcSoUwbzfRuwr7PWPBx3cl0B3y40KJYPkmjmci0pRBwAptKB6UjaAIAkeeGi1K3YOMHkcSfozNTCGRSMr3oerUUTDruFI0cHZeR3c0gCDrxsKu77L/XymZuFzQsbelkkBGFQJV2MSsQCzMmbw6XZH3fGusJE3Gwojjcc+5OFnHUEzDO4bWr9dSbplgF8oVEfghYJd0CI8PJpAN+aWWNBBbjAsIimHthgwrK4HNrl66CA+iCEWiMge4SWyjNQCCvCJ+iXtI1MAcjIpptgrGZ32GQBUy1LTXU/Q6r8WD2Baaict2XfbHz/K7vl4ehsoVNxqocjPA+JVK5W3RUHx7rCy30DbiCPHLTBABC5Ds6Nvo5GZqpd4CqixhW4FHGFbY1aOco53qQlSAB57zjeo+3IjRaSGymZvSR2Oil0lenlu7U7RSkpwJMD4YmSTeqNN5s2xfJoJPf+gwvn+tINI0PTENjw6nEG8rjG/WWKhXVIBHjh4TTb435vIC4tifDuPuvkUwxHasPxaEz1sRhyjop8PjQdVyUSqSpCWoJOAVdCfRodFQQAAFZKPg4uwmf10HyN088Pl960vMNIGI5kFvMoKmz8a1sul2rjVceaBoNACH8jeCEPYgFPQhG9VkIeZ5DO2gH0Rau+9cKwo4hQAEUtgH/V6R8OHvlNM52rU6UIIyRu8aTuGxQbcws/zaiQSmjuDXqR1YtWTxJHjkWkFHOa/jvsFeJOKxhcW5N6aJJiadnu7A0jnUaHjFyckbLliFGpZXiiZSQf+S7yR/v1oy8cx4ScA9pNJTCz4dsinTwUtT5XXBKrwnf3Uph3M5Hb3RgDhB1Hf83lhRKOEfHkjiiSt5YYrhmPHcOI4PDySue0YwMcgk50MDWbw+5pNx5z75PtKh87zomJ08NrjwHVCofwID+exSzwgWjDYaDHZFAjiWjeC5ibIgjfm9IVsOt/fuSawJNlluBAF9YySHS3lDOkQJfuG1PrArcR0wjc+506dPyzP4ZgNVlpsaq/ZEb/u2kUQv758UZDq02R3rWMc6dlNsu534G4lpuM5yrSKzBxO7G11bv3Mlh7LlYFd8scBJP22iZOKJS/PrglW2whZJf4DneiO7DzdijPu4sWDLNV5Ra4+MjAjgR3Uo0ldZvm8em7JCXFNvVJJzq8Zz/cBQCndlIngjr4sPuD8RwoHEotzjVsylyb4gzJ7RTBdeyRUxY5jSPbUnFsVgJLTtuU6AA0EYJdsR/4y+HcEr7EKUa2vFNBG/H7V6HeFAHSFfExXbCxIPiuCm/I8AFMYizQWgintqK52fSyhORkECtHtCEVwoUb6GCWU3fvH7Goh4m6g3vAJY8XmaYJ6U55q3dp4J41K5jCldR18ohDnLdBkqm8CkoSOjBXEilURsDX+0JxiVjaANyVa03ReRhnVsXK1UcK5cEoAEu1ULVh3T5Sp6GnUcGBx08xUEU7Ao4vWhyM48JmJ95JJdNE+dQJfFMchZhjC0ZLXFhgQeP+rzY0qnhrkuMkCU59E8BBo15PcpvYy8ZaAntPZ3qWDpeLM8LdcRCwRlXMjucrY0jROJfqQDUeTt6gJYhfvPanFktOtBDSwwXb58GXuPD2KsMQe74SDQkvvR65Zc9770ELp3pZfkPfg9YGGHgBWV6N2MXx33x5C3i6jVDQR9LWmkBinXA0j4N5eoLDtl5OycyArxNoe9YXRpWYS8wdsKqHIjJFA7sqYd61jHOvbWsY00FLc36DL3tlEgOKVMXKAKqzSLa4UXPjhsK25a0DyrMyiqtYjr0EaBGgrwwBiMTCRblczZbDPxcuNnWIfhduTIEZEjInCFPg7PTzUOclupjnQ7NhMrSwT8+NTBfpwr1jClW1K8PpaMIBXcek6WdSvGoRxzxnCjtQbemJiXIjmBAWzoZG1gu0bWD0rVkEWFdZhIq/GSJlKaBN77CKb2YdJuYHgoge5UGFNzVVh2fUHapk7dIGkk9iIY9COwTv2IoIloyI/edAyJWANvTFdQrTdQcQCv34tkUoMd9sO2yZRIxp4AepJBkISTQI+dNNYHvjVWlGvtiQRQtlwQA1lEzszrOJAM4sQatQzWP+5jg213dKE5u91YeyAryTevFHC5ZAp4ggCQ8aKBQs7APf0pZLvcZwhrLpSOYh2K9aGE5pfaRztjI5tZWetRYJXzOUrcuMoLyliHcCoWXp6q4FJBlzGMa5QscplG8paDp8bLUlda77v85HhJmpgzIR8y0QBqTgMvz1RlfjzUG8PXrxWF/V9dF8fjwd7YdTJDnNOsOw5RClmLYrLmQON5t1hjON67Y0G840gvvN79ME1Tnlvc+JzgM0/FM3yObFTel/HjsXQET06XkDMdxHiejabUzo6kIshuglWF9+S52TIulnWZN6xZHU5FcH9X/Lr73g5U4Tpxq/MwOwHGr9Vqt/w6boa97cEq63UhErXELzMnA8Efm0GOrq6N7ZJzuX1C3h1L7KpzJcqK9GQ3o/twI7ZcH43nyQQOUdAEpDC52+4UMfl79epVnDx5ckMMNrfCYkE/fvBgdkf2pZw+Fg72HziAL56fF6QnHQ4mHYlwPT1dwc+e7BPJmu3Y/QMJvDxVFuenahGk4RN0p1nnAu8RZo6eaFAYPbjIB1pyPU2vLe9hpm/JrF4yNVrULMvmC3+LaV44DnXkubC7jBohfgN8pHQD6h5I918w2IQfTZD8gnIxpGHMrIAG3Y4RIUvJnJDP1XO3vHSOONYuZdzHD3ZtyOlcDlIhsIESPGRcoVQPHbi7slHRu/TbOqYaJkr+CHSvhnizKQAUJk6PdUXkXgS8pF9fjjR1mU0ICKHxkL7W+fJ7SoCLnEfrplA/UkAv2iLTDRPqFbuBiQoZndY2njedt/6YJo4OLRMikKgp7C//x4leQei+MVeT69sVi+J4d0zev1InNOc0C0zleB6ffWMG42VLJgTnNR27v3WsZ+EzTN6268KTzpPPCRZ5uHjTGVKO0Xpd4O/bmxH699dnq5jVbRnD9+xO4dEWwGgjRmftC+fncIFo6kgASZ9frvlrIzmE/L4lepHtQBU+e28lUGWjTpECrqyW6FX67rdTENqxjnWsY3e6CXvDKpSt20nucp/0rRmwHzt2DAMDA5vaN6V/6FUsjwmYPCNweyPntlEA/k52H6oEwGZlI1Yz+h8cO27ct2KRpA9Ao49C4Ap9FtXswHiMyenbzTdQNhjVZNuutTPI0BdqRqL4q/FpzJqWJMEIGjhfquK+rhTuzmxP2z7q92N/LIbXiyVJGgrTBKnZG243JcEsBHn3aBreLJMpzoMQOxK9HuRNsku0ZEzRhI/NI9LltkipvSgYtLTZhDrqQZ9HPl92HGk80VCH1+sj/l7YKPkNDPrq8DSawiDJAkjVtnEwsfPMDlerVQHryLnBKzEAOV04HgSwnEylN7QfBdhY3G8FZ4tFFCwL06aBoNeL4WhMYrR8TUfN54ERjUvMR5BH0TYR82vCeJIMaJg1DZF19bS+c/yZI5po+w60RJrczlGyh7QARjx3/qc7pNimhrq7D7LGMEoke0vFsdCDtRN102ZJwC1pLeI+t0h1HQghb9VQsHUcju/CjFlC3nLnR1cwhm4tsWQsOKeZlyAAi0nOSCwCo+hg3irCqLvPPb/Xj8FwL7qD6evyHgQE0p9uB+PTt1bxzHpgfM2rYVeoD7PmHPSGK/UU8YbRTZCJb+NyZLV6DdPWjFxPwBuQ8a3Uq3BMBwOhQfg9i7Enu4eZT9q3b98NYUXa6ZhmI2B8xqVvh8RuxzrWsY7dCcaYYS2pne3Ig9LbcDPanlXbjdcyFQdttE6jzpXv57mSjf5WNBMvN36ejbLcmK8lsJZ+CsEr9FXIRqbA+PyZoCACWm7HZmJl9BdPpGM4sTHXd0MMMvTZyIr57FQVf305LyADKuuQaf3lmQp+6mgPercZQx1Mh4X1g+zpBFWwLkCwgeE0QbwJ2d3Tml9ikPGqhYDfh0TKB91wkC8ZMEWmBiDhIAEqZL33++n/eNAkk8ey47nxPJAM+eEL+OQ4RUq0sLGUcbPHK4ws1ZqNgM9BMMo4gU2glMCqo153Wel30sYrljDOs07g+v6M1VzpHdq7hpIyRusZP99epuH9YuPta3M1aU6ertrYmwwKSwuL/lN1A2VvEBVfGKxMsE7GJtdH+2PYFQ0i4PNCr7PRe/E5JHPA50FfGxs/Y1DFhkMABeNNXwsQxOZfAix4TFVDIiiJjb8z+vo5FJ7PG7kakiGfyCOpGg+Pdb5g4JFdcXxsXxpnc7rUPtjIfDQTxu5l48VnEWs0fF6y1hotmviTC/OY1RdzR10hH35k36I8GJtyVN5DMTMxpuEzgkAWAtwYz6wGcGu34+mI1FjeKNSQt+oCCDrZFcED2c11pj89U8Jr+SoS/F4EKXnbwIuzZamsP9iduG2BKjsBxn87sUXeEWCVG0Uxp/QEuRhzUd7scUgq59pyZ8il8VqLVYXGCakm6nrH3qnuw3YNra10H65n3B/BNNyYBCFbjepQ5INEOabUmuRD73YxFqnP59nh1RQU7Z5tdh0up8nmPeM8u5CrCTsGwRJqIbLrDbw5X8XzEyW8e09axmeqasF0GgKE2AzjChkn3rUnjRcnSrI48gq0RAh+QY7WpSjPrtk352qScLU8wHTNFuAK7bryycLf3Tnt/tKmR976v0ar6/D12ZqMoYAufNRkBDxMDjdcau1UWBP6uxJlbJwGYtVZXDuTg9HTvWMa4JfyOkZLhjiBvIe8NtJ59yU09EQ0obPfrNEh+fM35zCS19EVDogzQhDQ2fkaJvNleO0ajvRkcLFk41rJFCQsUbU/MJjAka6IJGaHEkFh8EgESSPuFTYb3vuHh5OScKdp1OPsiuArl3K4VjRgk+Kcjrnfi92JkABMLnrIWsOkrntuwoQjyN71izQEtfCYRDG3G+dYzXYdxoOZiGzr6ZsPDQ3Jd5z36/17M+KEf3+8JNc1nAzJtce0lZcgFnYYGHHjfCfqn8+I5VR0nBNcqJfPCTr3H9yfwaODCXH4iYamk78ZI63flYKBgXhwwTnt9WsYKxl4YbKEkz0u9f/tDlTZqFOknv9qPSRYiEW5nV4DOtaxjnWsYzfGVotp+DcmGAms2Ko86FDSTa4qIDWN6wbBs2Qc3Oq5rdV9eDOlTLdivKZ2X4VFXvr1jGcYP6qYhwwjt4tvwPs3UTMxY5ANwoM9sbDouW/X1ByjD6gYZL4zNSfH6QsvxkxFyxamlb2xCJJaQPznnMVz8SKtBTYcW/F992TSqDkOZslYwgSh39Wtpxo4QRu9oRCCXgJMvKg1HJRMF2RC+Eh7RNNoyW86dfrOTEK3HOcVIh96TnyJictS1ULT05R54CZTXXpoxk9ej09iOY5LxanDZ5owLl3A6fnpBf91u3KvBKmM6QZyprkA6KAl/AG5t7uj0SV/36hN6DU8Nz8ncQzHmTrxeqOBkXIJvlpNqLD7olGR8Zk2agKyTwaCOBTPQvP6cCyRxrVaRV6nvA8LQzXHRtjnx9HEYgWhNxRG2OfD1RqZEBsiGctkL+PJY/EURho1WAQfteVBmAjmOfE465kLdlkqU6tyG0bdZUYZCGdkW0/fnElORbl8b/Iwpswc8nZJGh26tTSyweS6zEzM0SiZZD7f2sH4nA/8d6U5EfGFMRwehNlwE9pB7+Z985JTRr1ZR8S3+Kz2eX3QGzqq9SqS/sRbAqiyVTA+7yGBQx3rWMc61rGbY9vxu1XTLX2o5WAVlWtkfLAVeVBv67/6daAUN5/t86y9P2EW3yAAnzlMFod5ridOnNgwC8GNbiZeyVhoVo2DBNvTT2FMw0YHHo/Hp29A6cfbxVjPYIGe+d5sOCD5Zvq/2zXOMQJVqBJA34GSMN+6VpDaxZ5kcCGeYl7/u2NF/Nhht8GaTbkEFmTaajkbsf5IAO8aSOBpNhWT/lGkgOjveYXFhYwdlIuZ0W2ZC3M5HdMzZFVxfR1lApin36M78PsZg4bg8xGwsuyAXrd+oAX94ntTvqbuc6WDfL6AAMe511gkgFK9gYjmE3BEzXJQM+voa5RQuPAq3iy5NZrNsKCvZmQpGW01v/haIBsCRQaifqlF7ElsHuTFsfnrK3m8NF0RhnSyrjOOoIRPvmrAY5SxO53CqAEBypARkg3cp7IR3JONSu3l7p6o1DA8INO9F7rdkHtCVp196UVwxvGeqDSFvzJdFgZPjiBrCJQhYu3jXIFM7W7jsdwrkfR05XHW+z5zfhv1pgBJ2o3zomQS4NQQIM+uNUBTrLvyucnaCRuBeL+OpsP4xyf78OxMBXmzjq6gDw/3xgTssh4z02pgfMWMT/ao5XOC8du92ZgwrHAMyYgS36R6RMFyMFI2kNL8C0oCKRYQm8C5oo6T6ZjUgnjveU4E2VH6563AFr8RML5hUP6r3pEBejvYSslT1UXDbTsdfXSCfAigDqvFouImsiSZBa0NzLL6uSnnZLUHWHunJJOhZDK4XboPN2JEFrOoTUeA3Ycs+PIBSrkgXpNiXGF30q3q8H9lpoK/uDiPoumiXLnonMhG8MkDXbKAbdXILKO6RpnoptFRIAiFBXJlXKTJ5HBmpoq7uqP4wpuzGCkYgkrkovuu3Sk8NrQ+dZja1ycOZwUgcTGnC6KWMkMHM2F871oRL06VMFoywdo8NREJXthIf6/rI7nzdMn7qYPo4QLL3sPWH2Tpdum7uGBFfB4RxeI+6HDWxDnz4Z3DaXzqxBEYJZdKmfNc0Y6pObFZh58LPSnaeNe4iDHByrlPireJchPvGExuCYRENhVK4wzGgzInOEcIcCrVLBSaDaSiMei1ujit7xhKiswQgTGKwYXH/If3DuA/n57E5aKBmuEIXToRxD91rHfJsbgPMrBwTBXYxms3cDzrw7GusKCG6eQqP90F43hx1xrSRsrImsJxIZiGaF9ldLq7wv51JXTIEkTHfiXa6D2psGzbQf3v3785KjqO1WYChXYrma70VTuKmkbQC1lxhNUGDSlIvVWAKhtN9PJ6/u2//bcy1puhOO1YxzrWsY7dXmyRDGq5LtO209H3+N4M/ur8LCZLFpJhcjhAfCd2ZX1gA0yDXGe4trwVuw83YqLjnUrJxi4j+gb8l0nDp556SnwY1aF4qzp7KJPz1+NzOF+sik9OgAWTRO/qzeBQcuvnpBhk6D+QQYYFd7KdXKvpkkhq96tJ0z2tm5isGZjUDbw0X0TFceQ9vaEgHunOIBvaGIgjGwriPf29uFqtCQiGlN/D0ahc1wtk5zMMVB0g7vNiuuaHKYHI2lGN0/TC22xIB2G7CbieRIakbhYEP3dG2At5TACD4PGWBjl73RjpUEebryWDGt6/ZxD7/F7xXcfGxoS6Xs0JbpwTm52nvG6JpcBYygVlcNwLto1sUEM2uHnwPe1iuSxAmO5gSCSUmLw2HQcV23YZOUMa6vUG0hqZW7oQ8weQ0kILjCR7Ywk8mu3Fi7k51OouWIBsK49k+9AbWoxFKJ3DhDjfwxiQl6/XHZEB6guHUXLCmDSq0Bt1ed64jRNNpAJBAcesZ1F/EDNmZUkeRfIqaCLiX9tfX57kbP/O8pmyK5yVbbPWLpPMY7AgwjnBGJdgLzUnGNO0g/FFIncTTCrLjdJBvjb2FLVPmtOw35JAlY2C8d9880088cQTb4suxI51rGMduxOsXWqnPb/GDnkCPblOqaa4zZqsp94Iqo2yAFZYs3E9gwYCniD8COwIAJ9ADza0MS/KHOatkjLdinHMWQOjr6KaHeibsHGQ/orKx/PfW5UnvFzU8adnZ4Uxnb436zT7kiH8xJFuqZFs1RSzt/KFON5XS4bkhocSi/EJ4xYe50LOEJDK31wtSKMq/XLm0e/tjeF9e1IbAo3zGD/QH8dAVMNIyZR4jT8fTIaEOePZ6QqmdEcaUmE6AlShNM9aMQ1Z7css6qfCbvzSeqvX5xH2Fc3vkZy/7LPlkzOeYI6b+2X9oBHwIhTW4NTrAtjheZ7clcQ/uv8ovIbbTKqA1yofz22zOXECN87ldLkc9tdSTUAaVq0GRsuW1ESSpN7fpLHp+lyuJs3EBNswb1Fv2qiaDgqNBlLBKEyTAHjg3mwUDw0kkNR86G5j9v/UyT6pCbw2W0XOINDdg3t6Yvj79yytu3ZFAtJIPFezW5KsTTRNoC+m4UR3BM9PV6TWZZB1pSW5w9ocmfjXMzKIiDSUVUcwvDifyALDmh1fX48liKA55iXIrtv+DCGY5kPDW2sMagfjMxfAZlclN83rb6/RtIPxCVLhthXjNbvSTEvnGEE/JdttECED6lsNqLJRMP7v/u7vyt9Zp7nT7W1fgVpOma20xVl0feihhyRpsB3TEAaJs+uwF9gnCFQJILQpJ20loAYnK1kGuEjc7t2HaxkReUxOs2OJ6GiFVCbFFK+NCT0+/PiQY5J3KwvgVu3MfBWfOT0l1FJcmLhIsHj94nQVA9RyG9j8/FAJsMnJSSlwb+S+uRTJTfyPM9PC3kFGFdJm5XUHXzw/Jw7RPX2xFi0dNQ1Xf/jztRO9Mdna7f37M3hgIC6gi29fyePMnL7E/dkwLf2yt/Fj7UAV9RMTv+zaEyhXgwleNxNJB2pvKiiL+FcvF3FvXwInTvTJ8dWcYOKJD2glDUNnmRRl6xkZYyYrFtJhv4CPLIdz3iMa95oHAgbaitFxIVKXCNF8yRRHqGLWJeGtBQPiyFLX0PA1cbw7iv0rgDYIUPqXjw7jYt5A3nQEPdy7TF7HdZRcZDD7AehgcjEmkIS0gf2xNI5nIwJ4UWPPZ85wUsPdy+73StZPpzgdxumZKtKhpgBXhOWm0cR9fddrALYb7w2/x4ol6EbZRqjoVPC0GUrQ5RYP+gTVTfBYO2CFIKGBuAZPs4HTr74q68dbFaiy3Pj851rwK7/yKwKmI2CwA1TpWMc61rG3jgxQe/JUAUjpKxHQvpWOPmXZqIZ/9q59+KMXx3Fhvib+xaFsFD979y4c2AAYdr0uRHYfslDKTpzbvftwreNz7bx06ZIA0ZnkpdE3USySbIQgCEcBV3i9N+McGUN84do0XpgjGwTZRjwCJKFC5Hemc8J+Qha6zRoTYEoud/l9E8bFleayB8K4cr5MIAGBDAHpdLtW1aHXZ/GxoT5J7hIwQaaNtUDk8UAAx1PXs1q8u7dHGFsI6HjKqMNpEii1Ifg9Gk1K6rhUzsrtXRqGL0oEuX62e03M7xLiz9Ol/I/P00DU58NwJITRWg2NSAiHWqyDak7Qf+WcYBJPAVfox67XoCGxZImdfm6yk4Af1QnJmCYe2BpYRWItMt14PMhZpgBJyFBiqwaDYFBeIyCGzDjDkcSK8/dUKoujiRRGq1X4vF4MhqNC691uM0ZNJH0ygQBKNtsWyCLiE3acSaOGg7EuYbCxGuTKcY2AmL2RtEgOrWd9oTimjDKKto6IX3ObIhwL8UAI3cHYmmPA3AOLMzcyyclx4/ef23Iw/uXLl7fdoLFcTsh03NhQmVpnKGOkgCo8j9uV3n+zxu8Qv1uf+MQn8Iu/+Iv47d/+7Vt9Sh3rWMc61rENmGqeVXUaxXRGoMSpU6cWGj23aiFPRNgl9EYNTWFY8SDoiSDq3RiLt2LAX8l4rlzDGQvQL+7r63tLNRO3NxCw6Mzjs4GAOVgFslXxDBni6Z8o/3WrTQabtZmqhd95YUIkT1gTod+YDfkF8PCNqwX86KGtMfQTTM46A2Pmjdw31Yb71Us5nJ6tuowqWkAK6t+6VpTc+fv3pGE45HDEdU2Q7UYfm2Abbu12d3cUh1IhTFQtfPdKHrmcAdtpVVfWCWt4vwhqCRLoIYxAXmFacUFPSz/fcBoiZ8rYjWwrjVZTbCjkF4A3mU76IgFhWv2biQqOd0Vx/Fi3gMnVnGAjKcFNrG+pfPxGGjTIanKpaEjjbNGqo2g4kodnbMhx4/VvpaGYzcNkhycwgmwqnC8126E2KYJ+P+LBgNRTKvUGhuNBHFg29jQywf/jB4eEmZ/n2RfVsHuF97F+QgaabgRF9ocN28ydWHINHgEvnWH+pKFoDJrIRjQ8smv9eiKZZU52R/C9sRK5QyV+Z32yZNXxSH98TXAWpY4IVOG9OHLkyA3LObAWshyMrxrOOScY6yjwykrM+Bu1mN+NE1n3VMwqNF3UAbzSCM+6EMGCb1WgynLzUua42cTv/d7v4Q/+4A/w7LPPviWbCt6WYJXtUswplBKTBEzqMhmgFuRtnxs8AlhpIiRoXbKpLMilrGPKIVmOKN7J7sNbDVQh+o5OEOnk2uWLllNMUWtY0dDxYacK0hvRRtvKmBB8wMXtv70xK/+GWvRpLNybjSYyQZ9oFG4WrMKxplPH62H34fKHJ1lOCBAotrpVaUQOsmCeCvtxeqqCwYTL3kEjmIGyJH91cR4vTpaEio5glbv74nj3npRIzWzGUqEAvnxhHm/mdNHhMx0FNFnfVnOW6itJYTGh23o/Ox2jfg9O9MYF134ub+Bq0ZRFmXRw5+Z1fPRgFx7clViYE7xHBDlxARwbn8DTZ84jEo3iYH8W/b2urubyuXxmtorPn5vBZMWUBY6H5zhycQ9EPDJWBLFsxWIBL+Z0B+MVUyBpRVL0MfTxeAXoQUeCjBxEfBIks5px3h9ao+hDNO1IwRTgCx0gIoS5f6K56Ygxsf8jh7P4zmgR42W3g3lXTBM2FyKK1zOO2Qf2puU8Oe5F05Fj3N8bEwq81YwJXX6P+V0liORm2WpUdHxWMNBYj4puLdubDGFPMiSsOZTH4pwhowrn3r09UbzWAqpQw/ROAKrQuA788i//snSBf+tb39oyU1fHOtaxjnXs5hvjF9VpMT4+LoB2ypiqzrDt2oGuKP7P9x/EdMWSBBJlEzcs29ICQ97I7sMbLWW6lvG49Dt4LQTe0+dQxniScQ43jgF9Jr6PbCQ8R1WQXs4OtxNGmZ2y4+BSqYaX5ym3QtkaFyyet5pIkCmDifWKjlMZV+Zko8YCN69B0WS3jzeBCbujYbyaLyEa8C9ojhdtBxG/HwXbEp+VUj00elE9IS9mdANPTM4JeMFoNJAM+HE8lcCB+OaYR1xAjhev5cuSiOSouuKni0CTlcErTB82F8Apyw9Zb/uM2gMBKozuBSgiMjx+7ItFMW2YAvyYNU2k0MRM3sB4Tce7e3sRWzYnGA+LpO/rr6PWBLpTKQx1u0m95dIwZE95dn5ewD5Vx+3y43/siqSsDsd1KBLZcscxAUJXqwQ2NOVY3DgQTF6LLA98Ih3FJDy7PykLtJJpXj/2x1eXxynaFvKWKUAqBUqymw25pkm9hgfSPXIvRvUSDLL8eb3oD8VwIJbe0LURlHJXsg8j1XlUbF6PB9lgFPtjWYR8K/vtqhGIQD82At2swstqYPz2Bg0WhFSid7O5j4Q/IXI/Rt0Q4ArHlWwrIW8Q9Wodp186fUcBVWgsFn7kIx/Bj/3YjwlQ5VYx9HasYx3r2NvRtuuDKwA+822MEZjne/jhh3eEJYvnFvZEBbTisqtQHn7j/vdqzCpcu5nrp5/PXH97LPBWbSYm+F7FJu0gW9ZuWAinn0IGA/oqfL+q0WynIL0m+MCp4/93ZgZTVUuaNjlWul3HeL2B3kgAb8y7LONk59iocR8EF5E5hk2IrDW1G3PCZPYgawabhmmMo1izIbP5xYIhMkTMm9MyPi8aTRtPjZUwXTVxuejG5kcyETw+nJLc8maMdZGR+RpenCjDQyZHNtuymLIuWMUDn98jcj+09vuhGFXcv7sBjeM04Pf74Pd5YTcpQwTsS4aRCfmkPjRr1hE368iZdYwUDZEleh9ZT9rmBJsY3Hz8LF4+PwJ/KIw93WkM9LoNGst9sfGKhc9fmBcGFQJUeCq8Po4lmeb5BwJEtmJs6CaI4XWCROBBxWSbNC/YB6dJlo6GAP6Tfj+s67SSltpQIiTbavbGXBXzhssUmgoHZH4UjLow1LOG8LEDXVLfY1NxvQFpNn64Py41h43YI/0JAQa9OlcTyR7Wa1iLfLR/9didNUcCVQi8OnTo0E17jix/TpDltx2Mz9qJimc2C8Yn883eeBBn8rynTYR8PnkmVJ06HuiKYXTk0kIu5k4Aqqjn0+///u9LLPO1r31NQDhvB7sjwCrbMfXF4BeHjgUTbkePHt3xgNZNI20uAakck+Wo3ZW6D0WXl+wtzSYCHkoPNeA0bfhAit3AdQ8m1X14s2my242JdMr9EOG3VoFbab5zYyKFC6DqUCRqjmhN1aHI92z0OoRazCYNl7uQ8Xc+/P/qSh4TZQtFuy7ITkGktqiH+T92eFEDncnPtSSalhsBRkzq0pgAW0mXel8qhEcHk3hytICcYS+oqh/rjgiTy8vNynXSQwSJvDxdQX9MQyYUEOTu1y/lMFk28al7dgngoGw6yIQD60qizNYsAXV0RTRx8qjJx8T2RoyjQHYSjpWCpjSXAVU8bX/nv5zZlN67tz8hwJtXpivQ6KR4+Hcf+mJ+AZd8+2oBJ7qjCLfQkxxzOsDzdT9eyWkY1XQYVQvPnC/j0MUx7Il6l3SjkbbuSxfmBCBDDT46d3SCzHpTpHj4L6WQ2tGZm3UgCSqy6k0E6qYEPLxPdESIsKb8TTrkF5pCFg62ajxnOuksLKSCrpNLoHTVdinR7HoTu2JBoT8kOwvnBo+7GSQyvws/tC+DxwbZTdkQMA+BGquZov/jc3OrkmmrGVl+XpgsCwiLAcI9vTGc7ImJI7tRKjpJ/q9DRbeS0XH9+KEs/nokh8sFF7jD7887h+JoTF5Co+4yqtwpzCNcB/7JP/kn+OY3v4lvf/vbd1TCumMd61jH3g7G9YiJCfrW7A4jmJJr3k4a/a++NqnK7cqusguL3ZLt3Yd53ca1oiFr7lAiiAu5mvij+zORBSD37dR9SH+DfhALykxOr1VI5jgwXuHG8yXgg0kVxQ5H/0QletfzU5acQ6Mh1MIEKwiIoN7Ad6fncSZfRc2xkSPYvuXOG47bqSYxRqOJdDAgn9+MKd9PFbhXZNdIJzBjmALacOVymgh5vbivK4UzhRKC3qU+NwEtJceR1zLBgPjR/OzctOu/H0hEkWslGruC2gIAZjUbKVdRth30hjXMmw1Jwi5e5eqxjc/bFEYVjs+yGbsQwPDIjB95XjwNr8flT00HAjgQj8Ns1IUVhEAOfiStaQLKmDYMkdm5O5NeMie6sllM+gOYi8YkmTppWTg/PoHs2bPItskFMfH2ZrmM86WKAHlsHsPrE9AI958K+FGtN9Af3jrIQuKjRh2cfY5piH49L5LXSWkgBVRhLOKwO3GT+Q1lZG3hcWK+gLCvyLGbXhQdC0aDXZVe7I2lMRRJyu8BjxdB3+Z87owWQSoQhl4ngJ9ySdfnRJYXmfgMZZy+E01LC/tuNjBjFjBnFmA360gGougNphH1h9cF4/P5trwgxFhHxTQbAeNHfRH0aN3I2XlYDVOyUhFvBEFTw+mX7zygChmuPvzhD8v26U9/ugNU6VjHOtaxt2BMQ9AEfU2ux2zQ3ekGMfoD/i2UxFaKaVTjM9ds1Uws9RaBORPU3JKoE1gzK0P+Ff2R27WZeCWjT8q8KzfWOlhTo6/CgjTvmfJdybSxmdiMeW3msdkQ6srwmPjy1TyulCwUTRszbJpoNGFKt6wLcKB8p8Yivs8rPjE26JtynNkMTZAyY7iVmEBYP3jvnjS+NpLDlaIh8Qd9YMaoR7qiOJvTkV3W9EoSlTfmdMzrFrojLkj46YkSxlijOdkn15XTbQHVrNdUSnbDp8dKAlDoSwQxWzbhtKNNVjEeg5I/BPVQNUgxRipZTVWjCfg5zgTgAH4GNxLXAMcyEQzFNVzIG3I/KHdKgDxBQcyNs3n7ZDaC3shivMoYONrdh4t6CCP1btQMEy9NWhgaO4c9PhPd3YsNGk2PF1+5nJO6BWsmVbsujduss4V9bj2F49q/SXCPMsrjsM7DmgZhaZ6GC06pN10wDNnumVfg8fm+7RhrZ9xHb6T1vfZxDtSlCZ6Ny5xDH9uXkZ8ptcTf12KtX24c98cGkri3JyYgG343WINazVgzJlCF3+OtNgKtZgTlvDJXxeWyKc0Gx9JhnOwKX1enVMZnYXuDhmLGXw7G3wg7E6/jkZ6kfOsvVwzkTFsYVe7NxBCdn8TM3KyAOXaa0OBWGdeD//Jf/gt+8zd/E1/96lcFsPl2sTujyrYDYBWCCAiauN0C9eWOEBOa1EGnQ6CcByYdKo0inCYdn5biInWtWrJDmjeIlL8LPo9/xe7DW0GTzcS0SqTz4bQZ44OH94kbE8TKKXrhhRfEqVXAlbVolIkE/e5EGeNVS5KRe+JBFAwbT06UZTHjUkUHpP2c1QhZDVf/7vHBlamPVzImmei8EmDRjk5ebtzfRw514UAmjHPzNXFM9qbCONkbw/n5mjgNTEC3LwSUtaH3sCfJDlf373Gtgddnq/i958cwXbWEmYUghAcHEvjg/syqMkHUYiToggAFgl/ma3ZLt3B1anrXOSStnOsoehoEQi0CVYRKrvVenj+vnDPV29qOZKPSnSvgGDomAa8AblRCmShlIqe5cSyUEUDwe8+PC6iHDmB3PIq8EcRIIIFTw2GgVliQkJoKZDBZDuBgNib7v5w3xJngtbII8sCuJN41nFo9gcmu04IhG69ldzIozo0CTRCEkgn7kC/qMJpeBIjObTRESoZOBCV+qFFItpqeLTpbNJ4vHbea7c4DOi30qyxqHnrp0C1qmxO4tB0j00x8nToJk6ZM7LbT3e+UXcrr+NzZWXGEY5pX2GNGCq4m6Pv2Zm4KFR0BXj9xrEckljg3M5oX5984A+cOBKr8xm/8Br70pS8Jowq72zvWsY51rGNvPWOSkSAHJko3Qr17s2y5DNBK3YcEEv/p6Ql89fyc+Ez0JZmMZOLM06Li/cSxHvzoXb0LINxbndQlgJ7+PZMrLHBvxi/g+TJW4caOpwXGwLEx8V85JirRu9q95Pi8nCvi9QJZExqI+H3oC2t4PV/GaM2QhCT9xLaIpsUe4gIxao0GQvUGekIbB8aw85AygaTJXsv3IxX2Dw304lK5ijnTkmTSnmhEJIfGawbyVrXFqeIaO6MI8OgJBZEOuucT9fsxb1r4/uw8Xi0UkTdt+XsmqOHBbBrD0dWTUeyykn2wa07zig+9Hv6evIthnxvXiGr7wgdaAB82kbR+FmCUgr00XbbGw4m4gCzIHMO/q/3Ivj0eAZaM6zruRnpJjPHM3DxezOWEDSYVCMBLGvFQCN7+fvQ2XDYedn1qwSAup9IAZX6iEYk1CMiRBgzHwYxp4UQqiYE1usnMeh1jtRrKji1gmsFwROSU1LmYdRtJD1kidfg0TeYJ452g1yuxZFIj+MdAJhhEeJPgkXbj/ni97GYMNt3vOCWMOKb8uzIyqsS8W+uqVOMe9a8NPOEzhPkVJk2Z5NwMUGw9E1BebQqTRk5AW5QymtDnkbfKOBwfRmwVwIoyzjMFxt+zZ4/EtZwPSheepmRx15JKJrtKzBcTRhWPxwu9VMMrL78i+aShoSHcKTYxMSGMKu973/uEMrvDqNKxjnWsY28949rJnB3XJ/rIt9OzfDlbJPOMbCamP69y/fWmA71ZQV0y31jC7Of6jz6Em7ElNZpbKWW6mWbilYx+E1mZubUzBhJsxBhNxTP0V1aLlcjU8Z2JEi6XyFYO7Ipq4pd/e6KMEosw0gBsS+yjfG+XD9FtmKXMy7FMeE1ZlHajP0U/iufLWHQtkPJD/fEF5haCKtggeiIbEYn4sN8n/ypmFdpkmXWUBvYkowu1m6Tmx7WSgT9+bUqaaRnr8rVj2Qg+ur9LmNhXMuah+d5IwIuBdASX52qwHMttAl4jromG/YiF/FKP8XrIlOjGhJxW0kzvBjYuaMtLJQFXrogljoGoJtI4HGsCLEJ+NvouBYKQDWWyai8Bq1CJ4A9em8ZYxRJZn65YGDUnhPFmHEd7gwjaRYlnOC+MaBcuG1EMJCMC3rhUMASowmNeK/Ne+vH4YHLV2hW/L1M1GyMlU2pWPeEADiQXVQjI0s9zcAxdAB6+gCbNvQnNi1jQj764JuNAsEp/dOsAdcZOPEeCeRiLM95l+Kg7rNEwdvIuMo5scG6uZqwtrQVSobERhrkJ1ox3Oq9P8M1fXs7JuBMwU2/U8fWqhYmahQ8Pp1ZtKlbGZ6OKV5RaAuOZ5WB8PitWk0rm+D7en8K9FpmWGoj6vRgfuYjZOxCo8id/8if45//8n0ud5rHHHsPbye6MStsWjYsmF2MaE243U75is2CV9u5DOkCKwYBOUKmeF8QuXR4yqjRJYUU0ZNOVOjEbBvLOHLr8bkJR7Y92s50+JYNDpN9qyNXNGBMyHAtuijKXgB46tjyW6lBsT94I1djFeWFNSWl+6Xb6m7EiqkRDOo2FTjoXZLE0vUuTZFqD1MgbQ1+qxYLnuBH6LSbVjnVHZWu3w9mI6OONUJYkqgk4gZRiBHYQWKKAKjRiFtiVSkBHOhRAd9TtmvzGSE4ckR860LXisYnqJZqV0id0iFgg8Nd5vSufq8uA4pHPqIQ4KdUWRq7ZQut63YQtnQiXpca1WNAn18H5yHWN76acDR0xOkA0jjM/24485fkRiHOpoItzWCsayBk+HM5EBNRyxQzgY0ePyn7ZIffVsxMwZysYHy+JIz0UCqEGPwqWF5mwHz9/oleACas5H399KYdnJsqS6OZZ0Bmh7iDlibgg09E1KxXsj/kQSaUFDT5WMlG22OnaFMAQF9JTPVHsXoM+bj3jwkzH2HV+GrJxWOgYk0FlNQf3Rtjk5KQUU06ePCnfsZ003rfvjRZQshwBYanvDNHnz06UcXdvHNlNgH7WoqKj3irnxGpUdPwswVB8nhDUyH/vJKAKx5pI3c9//vMCVKFkRMc61rGOdezW2FYTk/R12MlGI1Dldluj2sH3K3Uf0v732Rl8/sy0JJkImKXMJZNK9DEHky6o+U9PT4pf+/4DXbccqMIuPCY5CZCnDM52YirFGMiNiSXlpzCmYeynZA2XJ2+enivgxbmiFP7JgkfmkTcKrr+6lOWQtgi8aDsyqraNqN+34WYDJrPZbLCcJnslI3jmRPp6ydQjyRhGa7oAURIBvzQIkHWE/n53C6iijAyPF6o1AVZQYodzg4wt35qaxUcG+4RlZSVLam7sc62mo9FktyUBLKvLm/LuZUNeeL1NiQ0Zs7jjtwi/FwnRVjzCc6Y/LuAKH4TVhNJFUc7FViTEfWTagA+8K+xCW/i92cSzc/N4cnZW3uv3eFCtO8gENNnfjG3jnv4+3DM8LHN9lp1o0zPQiwVY+TyC4TACQQ22l4wqdRxNJvBwlg0qK38XKK/0/bkZzIlcmNtccC4QwENdWewKRxYAWI1KBQfoD2uaAG9Ktkn+VpHjmTV1aF4fDsdTW9KQVxbxB5AMaAK4IcOK27XpQdTnR4928+R3OK78HjOWI230TnduV+q6sKqEvAFoXnffIa+GklPFpDGPg7HBTe2P50cWKm78TjLPwGfFcjC+Arm1PxeZKwj7wvLsuhOBKlNTU8Km8uijj+I//af/tOOyah3rWMc61rGN2VZ9cq5rXM/oB7M5lcCJ283aAfgsshLsum/fPtlUg6feLAtQhTUa8qsoX9Jl3Cfw2UENZcSalAry3FIp0+02E680PipmUX4KgSsEKbAWxP2r1xVAhHIpnyc7fM2SGg2v/rmZCorSTOsCmclR01gW3LRHNHzNaNUONtpswMI2r3kj/gLlgLi1W1xr4kgmjBenK+LTk/2E8Srz2AQmtDcZ87TY5HpFWMP90pRLe3aiJI2oP3tX74r3neAEssG/yWbmRhPJZAgWC/2GA4d0KMvKUtxFKq5hd39ioW5l2y6wRYaPsYunKYwqwYBPaj2Ml4QtEh65BoLTCRpx2SNd4AXrMYqJXmaqSK4uni/BQn90ZhqvzdckVmKtgpI1B5IhlOw6zteAnz16QPLNbOZ+5so09FIVM5NFaFoAu4Ih6AENlTpB8l584kAGh9KrAw9emq0JuIngIQHkeMnCGcJH9qYk/uT3Sa+UMeBzkOjNwmx4MFYxUbRcRvx53WWS35sM4nBm63EHR2A4GRSgDvfHOcthifi9iGi+VetMN8Lo33Ne81lEsMpO2+n5qgBVhqX+6N57XvO5goHjGRP7NlHras99LAfjK0WKdmb85fFZgs3VgaaAXPh8udOAKp/97Gfxa7/2a/jLv/xLPP7443i72e2VydyibWUhJ00Zv8TUQOSk3wntwxthTHzyHLmo80u7XPvQaOgLQBXpSWqBUORnoTD2yp/shgmrYcDXDCxI19zspK6bnH5FronXsRNdS1yszxd1jFYslO26UIQd3XtAnFoCYpjkJciHyRsmVekQfbeiCTMKH7BBAh1k4XZBFDJ6i9xoSyRraO1+wAvTFfzkke41E3U8Pu8dqbe2u1gwCf2Tx3vxhTfnMFLQxemgk3MoE4bdBqklG8sr02UB41CuiMCJSqEuzlAq7Mez4yW8a3dqRUQmnSBSiE9WqkIXRyCIdOsRydxKItIxYQo2SG47FgroXLfGzqVPI/CEzowLluJKFPXlAAEAAElEQVRnAh4gEwmgbNZb6GMvhhKadMkSaEHGEjo0dPDoqB1MhwUoQwdpqmqLPBJBGjS+/sXzc8gbttD8cQz4ObLCUC6GIBeCQ9olpE7uG8Qr1Wl0Bb1o2Ab0mg5NL8HbCIhD06yV0AiuzMRzIafj6YmyIHAHWglxOqCUp9mXDuFAzIvilTcRCyYQTqaQDAVko2QR2XCo8Uh6uXd2R3F/Hzsut/69IxjlRE8URcvBQAsJzMCHzv2BdFikom6GMZAhZf2pU6fEcdhp4xyhFBcBOO3PKf5+pWhiomJuCqyyXSo6BVShw3unAVV+67d+C//1v/5XPPHEE7dlMqBjHetYxzq2tinWRa7HTL7djmuU6kJUtLSkhFZSpjQm27765qwkGOkzUQecviUZ6ejr079MhwOYrVr46oVZvHdf+pZKmRKw+8bZszjYKvbuxPHJGvJmUccsZUA9wJ5YGsdP7YK32ZDkDRMxjF15veKfpDN4OW/Ie9mtx3ikZLtSkcKG0UomtgMurrem0CG/ki/jvf1d69JkM+FMBpntNhuQEeWxni68nCugaNty33dFQgK2aQeTlCwbVyu6xDkBTwMF20bFceS9ZBS5UKqgq3vlpDoZZgja4fspLSrqVZ4G6s0GNK/bmFBvuAKljCfYHcZYMAwv9LoKBQkK9y4A6pmoZQJUQCVOXcY6E/Qj4vOiJxwRMAiPx/iFcRqPm9Jcf5VAD8Yru9vGbrRWw9lSSYIoAoZ88Ai7SM6y5DhMHlcdtyuX35W+3l4chAeXKhWkPB4YugG9UoHNfEYwiEQ1ACseg38VZpUzhTxmDQPZUMhlfZFjmXgpl0N3fwiTY2Ooz8wh3JNFLBKR90QDfnh1yHWRSaUnFMK+aAL9LXDLVq03GEGXFkLFsZH1hlxuWGl6aGB37HqA040w5ljo33McCFS5Ec/OqmOg3qwj4l2M0fi8CHoDKNpVmRNbBf1wP3yWcmsH4/NZocD4qmmHeRDOIZXIvtOAKrzmj370o1J0+qM/+qMOUKVjHetYx95ixjiBviZ93kQiIdvtaFxL6T8QfMG1tl3KlObAQr2tRtPugYs/LuwWLojFhglv3a3R3Kpm4tde27lmYtlns4mRoolLJTaUOiLlcrR/GI8cOLAga8g4io3jzNUT9H++GcPVson+aEB86noLrE6fWOoxdJPYk93yl5a7TdL86vXgatWWOgEbG1YzXiuZcHaq2eBjB7skXn1jroY53ZHG2yNdEczVrCXndz6nI2fWJYYwnDpGyw2pXbDO8WZOx0TFEkb25cbYoy8WxFOjRTleJOhDf1cYed2Ra07EAqjoddiWI+CYUNAnA2QQxNFkbr3F1tPal9RovF6E/D65NzWHtZQmtJAXB7IROX8C5ker1gJAn3F4X0QTlhBeC+tpjH/YWKqu74nRgigXsAZFKV9pHLYbAs4ZiAUw14rt2VjNJowTewbxfHUafk8KWsOWueHXc2g2/OiLaUhYJThOYEXffN6w8b1Jxk9NqeuJ4kS9gTcLBgZmq3gwG8bcxTcQ9YbhT3YhEXJlQMnY/kZOlybgeMCH+3tjsjHm2s4cYDMtm+J3tcBJnJ+sw/VENGHkvxlGNiPGNGyQZ53jRtjlsiVMJu1xC2t7s4aDad3Bvm08slcD47MZizVVxTjLmEY9p/gM4XvuJKAK7c///M/xj/7RP8LnPvc5vP/978fb0W6/bOZNMEXTxsCeiYmnnnrqOs3B28X44OMXkAtoe/ehMjpB6n18UCvpn2V7aXV32fC2tBFvdlL38lweXzs3gpKWQFcyAStfw31dPgFDbNX48P+zkTmcK+gCzKBTxIdmNuTHu/oT+MGBlDi4TMaM5ss4OzmHb4wUccbwwYZPQBDRgCvLogAYHDoZ0VZSstlc6l62XCNBbVKrjewjBFxshyZ7M9YT1fB37unHdNUWFhgyprwyVcHn3phBwXAQ9ntweqaK6VqLbrClp8gFhFImXJxrTYi0CsEqXARma7Zch7BHNJviOPXHAsJwwkQr38fOVjoWBGzUbJeSnYsUHY56iyabr7t9nC4DyEA8JAWH8bKJmlUXoAoZSfZGNexPhzFVsXC8J4b37EkLuIbghKPdUVwtGQI8uSKSO030RYP4SIvBhHa1aGC64mo/EpzigmM8csy8zjnujlO7EchBh/G1mQriWhD+eAhOwMGgt4GjcVsWPybiFRMP/1VgKrK4EACUaOvcpLYkkbivTeaRL4zg6K4+xII9okNZKOguoh7AY4NJ/PChrAByln/nyIhzhlp/BUOcRoKOjmQi64JZHh9KyfhcyOvikBEztC8Vxof3Z7YFhNmMDjgDs4121W7FOB68luXsRWTt4SW2d6Vu11ajomN3nqKiYzBKJ5lO0O1YBNyK8Vp/53d+B//xP/5HAaqQsatjHetYxzr21nqOM0nKjc9wrk9ct25H41rLRoFnnnlmSfehMulCMx1hUaE5SqqUIOlm0+0cg0+ScJMlU9ZlodG+yUCVeqOB71wYwem5ArSeYRSbAZjlGg7EI9s6j7OFGr50bQ5TuiWMfPyPvs7eeAg/vDuL3S1ZQ9up4/zsHM7P5fD6lUnMeTRJVF4r6+gOUxPdTUbKuW7w2DztKZ3+9Po02QSqrEWTvVHjWJFdZX88InrT9PvIsPLlsWlM6Lqwpei81lJVugc5sgSshAhsR1OYVfh+gleUcc7kLDcOoEzQjEHAh1fYLHQyzTSBuN+LskMQSYsdxec2AzAhXuYUawBVzrcWv7gPXpEi6g5pQu1M4IhJkJTH/Xs2GJAO0JLj4J50SsZ/tFoTqZ2BSAizpoW8RU4SW5LTB2Ix7IstFgLGqjX5DFlj7CZ9ei8CZKKsOyhYFqKBACLL/M4jyYSw0BQdB9FYDOFoBE3bRjclgAsFfH9kZIGJh74t8x0cb73uYMrQEQsEFrpOBewQ0AQc8/Kli6iNT+Dxkyfxuq1j1jRl3N1OUT/uT2dxKLEym0reMjFaqwiAKBEIYDgaE9aUtYzXdXe6G6cLsyi37iMZWw7GUhiOxHGjjfOaoA0+mzbaVbsVWw2IIiw7Hhayds5WA+OTCZPPX+ZFmAfj8/dOAqqwsEmgCkH3pMy+U2K1jnWsYx17K9tqMvIrGcGWXJNprHu88cYbt3WNhiyD9CMeeuih60A1StBe1WWWAsYXm4sJVnEadfgbvlsCvJ+t1PC/T5/HRFNDIrkXlbyFh/xBASFs1dhgQBb752eqUiugb85rpRzLI70x/OiBLmFR4DZf1fH6xCy+PFHBq7qBKgKYrNnio1MCSBjbW0OnajQLW0vOhsYpxrEjToAg9bHK6mAV+kRs8CCLJc9hJ8acLCQ/ergbud22NJFmQn5MVWz88ZkpqbWkQz6cz+sYLbdiFtacmmRM8YjETsp2a1kFkw2pbozFn1mzYWMuQRVsaOhLBKG31AA0nw/JiAdWE+LXa342LYQQ8XkwUzFhWARLubNNGFIIKgj60BsNSv1romrBbDRRNFij8WAwHsShbBS1RhNdIT9+ZF8G5/I6rpVNHEiFRFKH9Sb+zvGmbM/7dycXmFYoa8Sm0q4gwS9kaXFrNIzDKPOaM7w4nA5ILl8ZgTInu6N4ZrIMzRdAKJ5CMxhHV6OOU1ELly5exOtnziw0natGUtqVkiVAmKGoC0KhMUfAetiZ2So8l19HPBzCJ/buwRPjZVwtWyLTwzl1oiuKj+9PSzP3ch+dY8XrpiQR78neZAhHM2GJFdey+3pjmK/ZeGWmIkwj3CvrWB/al5Ha0Y02Na/pB1OK60YZG9qlP73NRMIMbCrZuefXcjA+m7EUMz5rUcxF8JnJZ/CdBlT54he/iL//9/8+/sf/+B/40Ic+hLerve0iORYgqY/WnihVyNjbzYj45JeSCDImB1dKorAHiyZsKa3/lgJW+JsLxfA0vPBQ9731EGFnFWl3+0JhSY5tx7gYnSvW8Eah2mI40XAyHcOuSBDnJ6bwuUuTqIfiyETDKNoOvj1ZwETNxA/v7hYdt63YdyZL0oFY5WJAdKbPK8V7as59d7KEWEu3nfRxFwsGJqpNlO0wbG8TVEriyOTtBkrFOhvtFnXM2x1qWeGXkmi773GTm5SwWW68FwSpUDOZLAx8wO6k8f4RaarswYGESN88N1bEuXkXvSyzQu4zwSctbXUmc3QHe5OujmPBsPEX52Zxbs6lkyOggoAO3XZZOngcFg4INmEinFRpTa8Hw6mggDcoycJRGYprMhaUHOIxNL8PR7MRkSbiUBKUQSDGTMUS8Arpush8kgj58dBAAr0xDR+ILXZzEjhzdq4mEkeJoA9HuyKItznMPFc6DnSy6PwRuEH0L8edjtCwFsQ9vUuZkgiS+dGj3dgV03B6piLgm/v743h0KIlhMquQmaVUuo5GmQ5RzXAZTJab49i4cm0Kjx4fFkeX4imUaSK4hfNwKBHCsa7IQuGl3XiNnzs3KwhqReTz0nQZD/Un8KH9mTU77Miu8reOdmO0ZMoY0Tkmonk1LcedNKJayVTEed3O8LTTxjG7KxvFd0cL4gCTxYfPmMmyid6ohj2pG0MPvpyKjkEzgY0MlLlGENi4FhXdW8U433/3d38X//7f/3t8/etfF4acjnWsYx3r2K23jSbNFOsiu+RVopSFydsxnhFN6akpSSjcfffdS7oPlTGRQx9xrmoLZa6KDbj20/w+lynSdOrYm3WlLVQnHGVEpnQDUZ8PXaHtAylYcD9TKOFa1fXR9sejOJaMQ/N48MVX38AZw0EsmYIvEMBIWcdo1cD7dmVxV2prBXYydPzV2DzmLVsAGexiUx1io1UTf3l1Dp/c3YWCZeN0roxZw8Ss5YXpDy0wG7LzcLxmSCLOFTR1bW1WlcX3MIbaKZrszRjvc2948Z69s7cL356aw0RNx7RhudI4rSiM1+pqU/tkbAxvA8mWH3apXMVzc3mJMXk93aEgohKneTEQcRlWCpYjwBhGxVWnia5gQAD5huMgV68LSHowHMK8YaLk1OHzeOX1Q4moxMmcFxGfD0FfE3qjgXSACVIgZ9sYjkQw0GIiUcwpnPcEqhB8w3ncFQyiPxxa4uPzfpNNJa1pmDIMmcvCYtloiqzP/ngc3cvAQb2hEN7V04M3SkXMGpYwYh5PJnEkkZBELZ8BiomHICMa/dZYV5eArZjgbjeeDYHa04Ui3n3//eIDp+p1jNWqwrpC0BQlgrqDoRWfTxN6Dc/Oz6LquIAczsWRahkPd/WgN7R28rAvFEG6exBzpi6fS2kaEn63Q/JGGoEb9O+Z7KSc6Y2Ui0kGYiL7U63zGeWOIYtTdrOOXVr2hl1rOxifncPCBvXGG5LoZ6KX0gXq9dV04d8KxjXw4x//uDDY/s//+T/fsrFZxzrWsY69XU0xfjG/xkZPrl/t8qG3k5GFmQwGjEEoObcSgJvs9jRVl1E1GtfctVaaPMW5ddlU1Bo8Z9hS+CdYg4X+bTc1VAy8lqti3nSZME6kCRQPYbZYwh+evoKCL4KueARms4knJ8u4Ujbx0/u7hfFjK/bCTBUvzFYFhMHj8xrYgMga0TPTFcll35uN4LWcjjfyOqb0JgqtGg3Hg+NSrjdwvkhp0EWQiirRcKwanBdtLos7dKzreaUOkgiuPG4EGLER/NixY+jv78dOWyYUkI0WS/vwwb1pPHGtiDMtxhUa/WRvi6mEdToW+Gd0GwMxTQAgrJ187XIOL09XpHkh5Pfgrq4ockZdag3M/ZdNB6NFE0bNgmU3UNFtqQ9pmg85w4ZpNwSI0RMNCNO7HNfnxZ5ECPszERk7Aip2pULIWXVpbO4KB1BxyCbpwYM9MWE0f6Q/LhuN9Z+LRUNkjPj+A6mwgHKU0YdnfJUM+lCwfALaYU6fM1+x79/bG1via/Ln9w2nkA768cpsVZqlD6bCeLAv1pL/OSzxCeMZ+qxsyGGMQr+14ktcV6KjNRsNTM7P49HeOO6665jLRhoN4ny+JuCW3khAGoRXmt8Eqnzlch4vz1YFkMFzf3m2hqPpED55oMtVFljF2HTxQ/vSuLcvJrU5xmP7kqEVa0E3gmGXNW4+O1fKseykHU2Fca1sSTzO7za/4wSlEVC1J7F95YzVjHkIguy5Mc4lMIfrBsHpbITi2qFimuUED28l++pXv4pPfepTwnzP2ObtbHcEWGUjwbXS4WOhlYU5Un4pux0dIT5wmGCi88Mv5GpJlJA3DL1RFSkgukUKvSyOUZPdZ1zuGwggCM0blNeZfPrryUnpmOLzndrQj2SzeGAbch7fnyni+bmS/MwF97WchcslHcOw8PpsHlYkgeF4RKitFUX183M2kgE/fnAgs+kECR2eM/maOC3cF6nGhFLX72slJOv47KV5oOFBwXaRjVx8GsvEffif3PmWc+RpuBTESwDgbViVdtDC3d1ROd5K1IUEPuwETfZGjAvjDx/OYn86hP/w4oScKpO7otlIAULRGGey15XYeXAwDsNu4P/15BUBVhBoQlQrP/jkaFHGk44CCwdkLiFtHN/DxBr/PlG3hJ6PzmDS68X+VAjz8znE/H74/H45tks15ybaCaL45OEeAb28SqBIo4kj2QjeMZzCvhU0CJkYvq/lFK1kRBuzoEFmnUOZCK4UdWFt4bV2RQL4W8d6MLxMS5JGx+79+zLC5MJrXKof6ZFEHTdKNhGkQKeIW3m6goIRxZQTRCoWQTAYQrlWQ6FYwjsP9AoqW/YBiHwRN6UNSeTpSkbn89x8TaR81HnQoXtusizgHDLPrGZEWNPhFcCP5hMn9EYDVVT3NtmCiFwlXeONtncOJzFbs2SOqmIMpX8+fKDrpjh96rvMpCcpMfkMVnqrioqOQDTlFC3Xhb9djffy93//9/Hbv/3b+NrXvib3s2Md61jHOvbWMQIIWGhlgM7uQ5UovR3jGbWWEgzMhNFqSRQm0T58uBt/9OK4gKmZACFQhOBiJocIwsjplvi8HzqUdZOVZDmZmcfz83nodbeDjGwWHxvsR/cWExVkzvja+DSmDFMY+xgPPKXncKlYBuZmcK4ZQCIeR8jvx5zpdqVRquWLo9PoCWkCktisjZR0AVLQZVdSMzImlIJtNHC5ouOPL06gYttwyCYoFNuLOTqXHpspNQ/cVOjii01h01zypyXmHg84mbner2Msw+IBY2Z2at0MH4eMKh8f6sM3JmZRsotyrQSc8P4yjuPFkLWE/5Ky+WAihpfmC/jriRkYjYaASZgwI2OJt62jl2wovF80SpNyV4wVmUCNa5xfXgGFhOoOAoaOcJAJRsrwNOWzvBcEkpCx5Qe60yLdM29ZAk45GYvhWCq1wFayMLYej7yf22pG4MlIpSKgm3ozKGwqvFZGb7ujETzanV0RwN4bDsnG+cHX29/D5wJZeLgpGmX6ruOXL6PkAcxIWKR8IpEo/H4fxnLzaFoWHjt194IsMuWLDsQT8nkmoLn/le4/JZVOF+Zh1B30tMAskri0TLxayOG9vbtWBeALu6dpYEKvCqtMRguJzNCNnmcsNPH5KRTkJ07ccMp9yv3sifbhcnUS5XptIZ+Q1RLoD+28lOpKxoQuCzT8HpN1hcBB1aG4EV3429X4jPrEJz4hz6jPf/7zOyIx3bGOdaxjHbt5RgABgZQHDx4U0KHyAW7HmEYx9HONZFPjakyDfmjSVFwXr9y7pKCggCvSbNwkm55boyFr+3+7MIuLJUPYHwgiFyaSPStL1W/EXi/U8M2JvOTk6dfNmzoulw0c1IDzE9OYD6SwJxmRGCTfYqp/LWfjL3we/OzBnuv82o3YK/M1aXK1W7lw+oCazyPshGQ5/NLlvDQd561F0U/VXk3fnsz2hDhQpZMxT9PTlFKNYnDn/vx+Ssu6Y+h+jEAVUuO7jCyD0aX3he8jSJe5bALvKfl+o43n9I6hlNQG/t0L4yIKRVkeNgFXW6wnjHGbXqDRau7tCvvxey9P4IWpisSC6SD5HX3C3u7Um4gFvNJgzKZVsuaTESVQh9zfsZKJ/rgGT90FCB3OhFEtFZDwAXbLp2MjMg9MAD1HjkAULeDD6bmaC16JaLivJ4q7MtfXIlhvOJqJ4OgqQ0cgFBUOJqo29iaCGK1YUt8gSybj6Q/sTuFE1/XyoWz+frg/LgAV1k/4e3scwBw7NzaSKt+VMc38LH3qJMZ0TcBW4VAIpm1jYj6Pe9MhHD9+aGE/BAJx4/yWvMIqNZoLBUOAKhx31o5orC2SaeXMfE3YU1Yzjt/r8zWpebF2xvu52nF20tgMxDwL45n2GveNMt7DiZqFs3lDgHU0Nhe/a1cC2TWkt3bKRE7r/HmRjFLKI5VKReaFkhZTgCY+o9nM9Vao0dC++c1v4m//7b+NP/zDP8SP/uiP4u1udwRYZT1TyCtO4ocffvi6QiuTOreLI8QvHwuhXEz5wBkbG5Nk7Grm8/iR8KVRaRThNNlN5uqHEVHI//i1DCKMuC8tmttl28Kfj46hZFtCOczX+fPfTE+5nVkbZAGxmxZq9YrIENl1P87kKwh5vcKaQQs7Dt7IVXChUYcnGIPlNDCfq4gjwhysdI0xATxTwO54CEeSmwN1MHHGTdnCA6hJQAadHZdNxKq7iWa0deU1FTq3jS/FVZMEmiz6NxqSEHXRlK03L+zf/TUe8OJHDy1NMHHxVLrXLG7fzIQJr5+SSiziDyaCIqGj2EZMxx0rSve8YziNh3cl8P9+8gpen62K48DuvYmKjWSwIQhaOn65GmnevOJI0Qnior4rHhRgxVTFFEeTgIp8zcLE7Dwcr4ZoKICiWZd7oIAykxVT3ndXTxSn+mJ47760OFo8twWGn5qF8/Nu1yHBK2Q/WWtBISvMO4eS+NpIHrrtoC9KwIfLMPKzJ3pxomd1J4LGzkl35q9uXPQUcvOIacF+ZRRnKK9UzsmYUtOeaN93HBpY8jmy0jw5VsQr09UWu0pQpICWg3LOztek+NIOmKHjOVezcaVkrApWIUr3z87OCm2fIM2bwLOTZXzsQBdOdN8YYJRiCuLiT2CDSmTfaKPO5U8f7xWwChl06HQf6orI/b/RxvVA0ZAyoFF00oqKjsH0SlR0KtGrdOFvN+O9pI77b/7mb+IrX/mKrIcd61jHOtaxt44pPWIWoo8ePbokgXm7JXZVUZhGRrZnn33WTc6u4uN9/EiPdIv91fk5SXARmEwfnpdIEDQ7zj55rAfv3O3GKt+fz+E7M7PiPzKmoe9+pVLDn14exT84vH9DkoFMjL00WRaZSCYGkzEvJi1DgAAqSTtdq+HluYIklHWvDyXdhNN0ZXPoi/F9OdPCF65N42f2D0hCeDNmtagdRc60zT9ttnWjzTXr8DBbu4q8TzsQRfrYWnKmfIXjsxJDoLoNlOPZG1uaQGQiUDGRthcPboaJjrrPJzI/utcrACLGmAYakvwm5TW78H5wV4+wzHxlfFreE/a5oBajXkc2qAlrCe8p2UdKLYpt3quQz2V5ZAKVjIwxXxBNzQNYBmZ0A8FYTJKT3A+vWySCWo0WR5Jx9Eci6AuHBcTC/SkWIL5ORhiyqTCmHo4yUbn2XNgbi+JKtSqfY0xAhhVew65IGB/s71v38+sxo7bTKNN3HSzk8b2pSZERapRLaHrcLtQHe/uQWtZgQQbWs6WCNLcwbtoTi+JIIrVkfuctji2bTxZjN/6b8AcEeFO0LaS164s5fA6cKxXweiknICD3k0VcqYbxaLZPQCs3wtiM8OKLL0rykh2INxqooqxLSyLqC6NgV1Bv1hHxhZAMRCU3c6ONjFuMado17FloY1cxN+aZluvCKzA+E70E9dyOiV7m9X7kR35E8np/+Zd/+ZbupOxYxzrWsbebDBDXHhYdCVZhvo1rTrvdbuz3iqGfjY1kZ1urRiO5eSSgN8stwMrSplear+mD1oyIH8B9feaNKVytkJHBI4241XoD3xwvSt3kk3s3Bq5gFaThIcSjgUbDg1dyJYkB+iOuH1Zv+PB6roQR24E/kES1AZzOsfHZjQnYdMzb9fJcBfsSIbyzb/NM2qpZVjH/KxPwNxnfXXfbrdYIY4oCnLi1HLeKo9R+XOACASs+AlYod9liV/GSLV/Va1r/R2bKnzmSlXy/Mn6GYCj6Qmwmvlm5bGVsbua2K+rBtVJDzk2kceqsObnXfE93DB8/kMXvn57C9ydK4pcTRD+r26iSDSQaQEUah+sYLbkM96zRMO7NRjSpI7CRtWg4ON4dxZV8DfP5PPSGF9FISNj1Oc4MN8mQQomi7kgAp7pjEmvf3+PGPawlqdi3bDk4N6cLyIj1mb2ppcyQy43X9Y6BJL44khOmDUoJce4SgPNDu1N4bGDtuaRATWtZu+96V70O74VpPM/G4rkiUM/B9njRG/LhfYcGl/itHKeXZquyMZ9ARpgHemI4lnHVBJRdLRuSF1BAFbl/Pre+er5grApWYc7ic2/OYqTo5gY41s9NlfGuwSTeOXjjwBJ8dpJthmQMy5+fN8oIJvrQcArHMxamarb8vicelPt9o43jSllT5sJYl1J+P+MAbmwi57OZ7KKMaZiD4rOCIHzGM/z3dpUJ/c53voOf+qmfwmc+8xn8xE/8xK0+ndvCbs87tYOOEBFXiuaVhbmVAAS3S3JXdR/yy0WwA1keWCBe79zImJL2dMOBLWPghx91Tx1WnR2Ifvi9iwi3l/J5lB1bdLbVQkSnpOLU8XxufkNglWq9jHlnZkFeiMm5e3ubuJyPCgrYdBycz5XELQsEyOfBZDA/qZKxbkKPh2eC6+mZIg4nNpcIoQM3FNUW0HxKE48gitaaL4uxog93Sbyu7ypcOKLH3SfPLRXSsD8ZwpWCjmsV7p/JY9dxkg5FAJ/Yl0FvRLuuy5WoT4KMbkWhmtRtQhXIJGHQJ8AG3g9eM8/mXcMp/MjRbvzbZ0cFGcpZRbo/6kDyc5TT4cJMkMCxbBRPjRUFcCGpczqV9YYrOZMKC+vKI9kA/vDVAhreADyS7HPE+SEamk7qvG7jQCaMnzjWs9AlysU+2DY0371WwFcuzgszirD8BLx41+6UsGes5Qy9cziFTDiAZ8fLGCnoAgp5oD+Bo9mdB2xEghp+/r69OD1dwXOXpzA3P4/DXVHs8pTx3FPfE2ACnYNMNosvXq7glRa9IYsk1EskO81P39WDvamlAJSVnldrEbXz/U9cLWCiYmF3MrjQMUr9yK9fzuNAOiSApZ007p8OEIsWdAhuBlNQuzFxz7l4M205UGW173I7FR0/Q6dJ6cITuEbE/u1ERcd7SR333/iN38CXvvQlvOMd77jVp9SxjnWsYx1bZmv5wteuXZM1mZIOw8PD173O9YpJOW43qwi7XvchfaTjx49LwlmYH9cAqzDR9fP3DOATR3twrWAgHvRhMK7hWtFA1XSwJx1GpAWK5zW+MJcXPz+uWAC8QKDhQc6y8XKugIeyayd3qfn9209dxQuT5RYrpRuf7O/V0L/flYicrtYwVjOkqB/T/ALibgfL08/mRhut6rhQquJEeql2/XpGyVSCxylrysI9E7LcJYEqrhfudhSu5eG1C5YSB61A2QORMJIamwrKsFrUkbK/1j0gwOMn9y1lv2CjBOfZzaATXs2SWsBl1NPIpOgIJbiK49ht+iPDuySx+pfXJgVIQiNePuJ34z0CRmIBP/ZGIwL+mNRLLjMLx0YklprCeBL21eV+vTg+iTG7Dn8wJO/nUBFEFPACZacu0kOn0kkcTboNL5zD7aANAl++OTUjc0DFuGktgPf29aAvvLoPyH083tuD86USzpfKqDUa2B2N4d5Mal2gylZsdyqNRCSCi6Uizo2Owms7GCBj5IWL+O6lkQWAQjMWxZPzcwICYs7AatZxOp9HzrLwru5e+Lb5fCGI5Ww5L0UaJXPkNBuYMnRcKBdxMrXzjCOM1QlUoX9OoN/NBmCEfBr6fDe+m3clcCPXjIGBpQ0WyrhW8DnNbS0wPucF33Or1xaV3/uxH/sxSTp/4QtfuKO06jvWsY517E431eRJAClrNCvlGPl8J+j9Vpti5SCYk7KBbBZgI996QBqfx4coksKA77Leu6CURpOf88DnXWSSezmnY6xqiX+rpEaoUlK0HDw1U8ZHhlNLmhxXMh7H8eoLckMNbxPvHgrhmQlKdgAOpXVyJQHB+FssdmxIpbVwIm5tgHtoePD0dBkPZGObzi8fSgVFLoZxBXdPZkzGMwLMaB1MGosXUSaLRvzKQvnGBbuEvWyU9ggI/HAyiLxh42zBlJpDoAXib7QQ+vf3RHAkHVkyz9i0zn9ZX1uNCedGWkzzijROTneleUYrpjS+Sl3JBxzJhPELd/fjv78xgyfHS7AbELYVXlrU7xXGjkpLqudkNoLnJ8pSayGwg/eQMQdHgZIzrO881h/Ba+PzmG16Ra6WwRHjH6nTaE1MVW30xjR88nBWgCo01mr83sX7zKbmz5+dFbYfRl6ce3f3RPHjR3vWlMLhtYT8XcIM82auhmTAi2NdEdy3TjPxVow5j48e6seBbh0vT+RwbXIKw7Eghnw6Xn/+aVyLxxd81+eLDTw1WZbmAo4jWV8mqnmJ509tsNawVsTw/FQZFwsGBmPaAuM95ZienCgJw0p/dOeb2MkSxOcQ5ZVvBlNQu/G7TYAKt5tlqwFVlhvr/SuB8fkMJ9hQ1e4UM/7tYE8++SR+/Md/HJ/+9Kfxcz/3c7dlg8CtsDsGrLKScVJSSmfXrl0SpK8WXN8OqF06YiyQ8kuo6IxoiuZ6PeOEDkAT54SF02aDwIDrtaXZ+Udrp3Rzi+Z1TOs1zBs6MqtoUtPqTQc5Z1aAKuzFkgWyUUci2MBAwsTL0z6MliswRXexRd3WbKMkaTNJBAI4V6ziXKEq1GjUD+8LB9b9gvL1d/YlcI0sHw4pkwmScBPGKofcalRUR2uNZ0smqY1txU3wus4UP0/9NepEVimdI6QqLh2di9xtIoA65q5dxpvNeVn8eI84z+i4cp7dqocLJXAon/ONy3nkDJdOfMEn9HpwpWTiv7w8gTfna9J1KQAcSv4Im7Y7IAXTxlAyhJ892YfBhIbPvDiOmuXSURNQMltzxDF6oDuIyWuj8PiSaJC+0D2K6LsHAx58/GAXTvTGsC8VXoJsbrfLBR1fPD8n40qwCd9VMB05/6F4EHf3rS41wzFOhwKYqVkii1MwHIyXZ3FmroqfP9GH1A4jO4ky7rVzOG6P4+533i2LHI0JPSUX9OQbl/GUkUA2qiHpiyIY9IljerVk4Onx8hKwCqV+LuYNAQC1ywDxONSSXMn4+uWigUzYv1BU4Dj0RDRMVExcLZo4sgK13laNc0Oh0OkQvB0SgRsFqiw3vo/PAknwN5u3HRUdz+nP/uzP8Gu/9mvSffj444/f1ON3rGMd61jHtm6MAxigs6vvvvvuWzUpobpFuJbdyoJie/chu1zaGwo2cm7JUADHe/0LwBvxET1LYxOCOsqOI51n7eZpkhmxLsX/k6nkmknWv7o4j+cnSiI/yeQbz3HesHF+ysSBrAUDJnKmjYacrwdFu94Ggm83928lp46XckXx67wtoAilatYzxj2nMjE8OV0E84I6k7qi/e32F3pJgb2QvZWrvA7e3MY1SYJI8evpu1ccZ4Fam2fi3gtiNlwgftDU8fzLr2B3T7f4KRMTE5IAIxOO8nVvhR1IRPB6oSTgD8r7tPo0XfnWpgcvzucxazIB70jTBTs2Ga1UnSZifp8AcyiRw3tAMErJsgVIJJTb8j4HOdNExO/H/NgYHMuBRwtJ8phAH5YWGCv3hIL44K4ekZVKaavTG7+Qy+NypYp0QBNgPu/fvGnhW1Oz+NHdAwvsKysZWWOYxC/ZpEivo1ypYlI3cE86iXsyqR33GaOcI5cu45jfj1P33ifPDX7PKBVD35XJz0tsKIlFRNon6A/AHyCwp4EJXcekoWMw4ib4yASTCLgsKl2aS2XP71HJsdEdJHvIyglayv8IA462GPPwuxz0+jBaq+JEcvMSwWsZNe8JVCFF9q2M1W83oMpGwfiMc9lQxXxZuy78rSj8MPZm1yGLT5Qzvdld0h3rWMc61rGtG/NkqsmTdY/VOt1vh4ZiHp/xDP2jdob+jZ6byNOALJEEa7BG04SPjZ7LfBACVViL0Ja5it5mA0WzgddzVZzKxlaXVUQTjtdYaCZWUkOxgAf39Qbw1cs1XMxXIEKEHp/UYMjE79Y3FhEiKm3P+ONqVccr8xXENb/Iaw5F3WbJ9ezh3jhena/hzTyZDpvw1AnEX3ydtQEViywiU5ZeizqK1LZaTcdk+ChZdRRtSnOqwKcV0wgrTAP1HCVR8pJz5fwiUIV+CnPZt4pRgf7/I7sS+MsLc5hljaZ16tJQ7AHypoPPvzmLF2dcFQLWnwQ4VCfroFeYK1ibIgP+Rw5khQ3l/3zyCoqs0TSbwrzC2g8/tzehYe7KeXgDcTRsD3wNt0GE4xnWfHh8bwbvGEpKjWY10AmlgghUYV2G0jkcWx7jucky+mNBvG/v2rFhSvNjumxirmIJSGayZOLsXBU/c1cvBnYY3MC51FOvYGD2PN5z16KvS3YNJRd09soonqxnEAxSLiiMUCCEhObDVM3CM1MVHMtEZIxpVHx4xlsR9pV2GSDGdAdTqzcesBGcTdcKqEIjA+jVkokrRWPHwSpXr17FyMiIxOpkQrzTbXldaqONwKuB8TkvLl68KM8GPisUM/6tyJ2RdZjg+9/6rd/C3/k7f+dtEZ++rcEqnMz8AjPZws4ZRXm6mt1qR2h592F7gXQz56aSuqqjcqWJzu4oroyKicSsO9Ab9QXd6d+/dAF7ojF8dGAQiWUJJn5m2izCQV2QwuI0OHVJGPPneNDCmO6gTgdkIaXoIj1VV+BKgBV2rP3JxUlEApp0VRFBSlmgY+ko9sVWB87siYfwcwd78J3JIl6cq8qCLfts7VcSs63FXv3NzTHTQXJp0BbG2cNOPTLMNNEdDmAgFhAgQVLziQYbF2teQyYUQMVyEE8lUK9XBKTCxA0dVy4UvFe3klrqowezwgByqaC7ElA+jwAgeOEX8jpGCoZLad2ijmYil3eINNj0FX1eHx4lVRmAS3kdJVOpQ7r3kAu1TjaP+QL6BgfR07SlEEAni5+hE0V6OoJ+DmbWBk68NlNFxa4LOEPdYwJQyiUDL09X1gSr0PH57BvTotdIJ4qOARHGZ2er+NKFOfzsib4dfZ5wMSPNGotEBBu0J/TY3cytejUH7ew0ArBlAXRfDwnz0ZVCTc5ZAXfu6Y3J/Xgzpwuoi/OSt+mh/oRQ7K14Hq05vPzboJDwa7GybNb4DGFSks+mzTgEb2Xj95hAFc7FzQBVlhs/vx4VXbsu/M14XvzFX/wFfumXfgmf+9zn8P73v/+GH69jHetYxzq2M8Y1hGsT16hHH310TeCoWrfoi5Iq92Yb/SUmT7ip7kNlKgGwkXOTpK6wWyig+fXJA7LXsbBN0IHyW/iz3fKGzpbK+J2z5/B4Tzce7em+LsFKJoyvj8yL/0Rwgd1oSEKKoBBSAD83VsJAjw8+AR6QqYSSmiviRBbPG028mitjVjckBuHnCHY4mozJRraQ1fyGDwxk0BPS8N2pAq5UDZHkZAzl95LdY7nzt7rH52l1yDHxxo6xXRFXzkivO0gFApLs5cb4IBkIoGJbiIS8mJmZETYVnguTfZxLa7Hg3GgjAOK9fd34/QtX3PEXuSXec6+AHF6YL0sCVeKZVpeXzBsmbh23izUaCmJfPIKiZWPKsKSTcWGQWqw4ZduGXjcRSneB2QLOAW4EHEUZgzPZ7w+sCVRhvHixVEHE55O5ROOYZ7SAMJGM1wzsWSaz1G5jNR3P5/Lyme6gG3sTiMW/dYeCGIruHBCdXcztTKDqu8V/CYLjRrmYqSsjqOu6JPZYpAkENETCYdiM+SxrAazCe3Iq1YVn52cxYxpC+e202I5OpjJrFlZWMvfr1dzxwhiBKmxeOnDgwNsiEbhVoMpGwfiMiQmgJFBEJXpvBhifzV0/8zM/I/Hp17/+9SUxecc61rGOdez2suVrAn1NAggoL7neenyrazT0l1RukKCadnAmfaaNnhvXTtUYvVqNJq35xKett3xaAeRbrLq49v89O43haB7/x+FeYY9Yvv+cbSEcrEu+nhUYNvJSqrLB2krAg3nTgC6veUVSh2dA/5nsgfSb5ZW201Lsgp+/PCvyHmQuZFxxIBHGiUwUR5KRBeb05cb3/52jPfj2RAnfHS9j1rAXpHp8vsXjqGFYXiFqHx422IZ9lERqIqX5MBANCMiCEjiZoF9qNIwR+DOLGVF/BH5/TZoF6S8wh03g7Uaav2+kPbIrLkwjF4s5GVuOJeMwRu1TFQtfLVturYWN0WxWl6S/R+I1lrg41ie7I9II+6Juo9RoouET0VdhYCFrDoFBc+Uamvt70Q0Phr0ezNdsub+pEMH4gNlorstEf3aODew2BuOL4CSy6hPA8dxkCe/dszaI/quX5mUffTFN6lBkdBkrmfjc2Vn8P+4fWLWReSvGBgv6ooxnCEZvZ9egz88tlKvhmbNTiDVt8Y05F0LBkDBp5nQXnEOFAhoBKfd2R0UuiFJGSpDqaCaM49nVYzFVY1zJljbQb9+YYyHT7vK61J1qWwWqbASMr2o0twqMz9j0k5/8JP7Vv/pX+MVf/MW3RXz6tgSrqE4eVWTlpKMm3UaQZrfSEZqenhaHjZrg3JZP0I2cm6LVVu9bzQmi3ZNO43QhLwlddqIZzcV98xNczC5Vyvjy+Bh+fHjPghb2lG7gqdlZBP0GDqaoGe4icZXkDpO7/DwXH2fhqbyoUsjcHcEQyhlaev5AhfI9Hlso4nJmE9OGjWfnXHmgjw51i049k4cjZUOYT+iQ7I4FxVn72YM9yIYK+JvxojhDLlK17RgtsDAvhYwzLjiAXY+cLy7Liuj3UZ9O9AQ1/L3jffjipRyemiihJ+xHb8RdwAS96tQx3JVCvOER5gR2jnLsuXBw7jHRpxI7N7vjiM4b7w0doGRQST01UbZcUAoTiN7WfWu0mGZIhc2ELd+Z8nkxVjaF8eQL5+eXpAtdnLaL8C54wtKBGPDW0R/TZJP3NBq4ZjnQ7bXn7GzVwktTZczVbHFCSYlH6RwanTGyiKxlZBghUKUvuki1RmeIYBdK75Bthde/WWOBQs3jBU31c+cWnidrUYXFggFxjFLxBLq63ISaJHnLFVjlPF55OYfu7pb+dziMnzjag9fnqrhcMOR+HcyEcThD3dKVv7tEAA8ngnhjvia6lOo7PqfbAhIiG81OGO8hOwhIsUyH4FZ0zd0qoAqfnaTS20kZr1tNRffFL34Rv/ALv4A//dM/xYc//OEd33/HOtaxjnVs56zdf1dgdsYyTEqsB27kZzeTQN1J4zHPnDkjyYSHHnrougSKik3WSxiqWG4t4L3a3/FUAs/M5QR44jQIVFk0fop64N+YmpHC+alMesGPf2m+gNOFIiZqpiRzC7Ytf2+PaxgTNAXw4e6v/azXwKtIYrlkM93okX2TmeVKpYbvTufw7v4u3JNOSGxFpssJ3ZBIaTASEiDLA91x3JWO4L9dGsV41RIwv6vnvpE70PJbW9fIhDTB//dnk9gbC+N/Xp6QWKe/zaejfE44EMDe/m6M5Oel8MwGD97DF154QUBFKp65FR1HdO957aRFF7YaYfNkDOqOMxPUvGqSxPObwVivwWR/g52JbifmVM3At6fnRRqqPTR0Gzob7pzs7UeTskF+L7paYBHOP8asvE82g8dVjGN9sVzBjGEtxNEE2jD+4sYxZ9FhLRupVOU9vW0JOO5jWjfkta2AVRRwh+egvkP069tlcNa6n/FgEAaLDqmUjAXjmZquo6TXcH52Dr5UWuYF97UrHMG7e/pwrVZFxbER9wcwHI2tyqpCywYJ5vehVqfMkBtj83yNRh37YzsHelDPUCYmV8qz3MlAlSNHjkiifqdsNTA+GzSYOL/RYHwej/TYzJ1985vffFt0k3asYx3r2J1g7WB2FpY3IjF5K9nvma+j78C1jM3Ey/0lJbu6nql4hte/VkzzYHcMX76Wx7xZFxa7iuMyCi7spwlcrlj4z2en8Wundgl7BY0No389ngcjoA/vibjyoU0XsO2S2zfh83vg9XmFF59/FeUcVzVH6iPiO7fAEe3Gt1Ge1Gc2oDcawto+Yzh4ab4iNZgf2ZMVGVP63FerhkgWkdmQDcVs/v2x/V3Ykwjizy/nMF2zWuwqrm/ebsLwTiTFCsb3EjTDeKY34sVPH8riTF7HV64VhG28u1Wj4fhO1MgQH0M2FhFALf0+5mH5M/P5yWRyIaa52fIfEr+0agwuMMkF7ZQMR2oxNGafJbZpNIRhp95in+FtCfsJOKrj+xMl/OdXp4QFUsoVZP/30Nf3ws9YOKChGUnBVyihLx6SjcY5OFuzBHCylhEg9WKrRsM5wdoKaxCi4uD1QLcJgHIbCFYy1mBYiyHLvTRMExDl86I3qmGsbAjLyP705tnaOcc4Su0AKfqdbChm7p7f09WM7KmRoIaoFkFXJg3LtlyGjaoO2y7h9dOTGOp1fVfGwR/am8b+VAiXCobEJXuTIZE3Us0IKxnBLE+MFpFp+BfOkSxA4YBPvgM7KUemGqgVy9PbAajCpomdbqDmM5wAJ24KjM94RoHxOb6KGZ8/73T8SNKDj33sY/in//Sf4pd/+ZffFvHp2xas0o5+pbVL6axnt0IPca3uw3ZbL+m8VvdhrW5hxqgIo0k6EEYqEEaXpuHhrhReyOWEotfly3D1y4WFpJX8G6tWMa7XRDebFNLfmJpC0bTRFxGIh3yGHWpMBvIhHvQBM3pTnBDxN1qpXJKX8XvHRY3/CsPKCklXuwUCoYNTdpqizcdk5IvzROM6eEdvEq/M1zBDMAqdLq8He+MhfHQoIxRdEzVLCvgFqy7diCtZuyyi0kgkupfv53nRqSKSlQsaATH7kkG8OufFeNUWhDAXbOr28X3R0hQuTU8sockmtRRphvmQU/IfTNa3O0U34yHkMtq495OHI+U1kbbKuIDynvFP6s+kjduTDCIdDuAbl3PI6444hmqsxIlt7Z1jRHz0nlRQGFAI8KBjMkImFnFg6BSX8YP7MuhfAUDB9/2X05MC0qhadYw6hsj5kI6OoAvTaYiDsJYRDMNCAiWJ2o2/E5hDRyq5Cb9gvGziu9cKOD9fg5+ajL1RPDaYwLULby6wi6wng3MoE0G2JclDijxNC8KEHxFPCB/cHUfWr0s3wfnz52UucE4c6O7Gvb3ZDc0LvufdwynM1GxcKZpyrRyDSMCL9+xOCeJ5u8ZnCcFzfB7SCaKDf6fbjQSqbJaKjmuWSvTuRGHoq1/9Kj71qU/hj//4j/GJT3xix66jYx3rWMc6dnOkdFYDs99OAPy1ug+3EtMsB6rQryRoft4yhVFlOBIVVr9HujOYqNVwrVpdAlSRzsIWooRyMM/N53A8nZLCPaVlnp7LSfwylArg7JQJk9JELXCBQ0YTDxCPuFI+iqq5nVRlkZ56xatA2Wkg4icLiEcAMwTTMK74yug0Jmq6sGecKZSlY47Ga3kwm8LJVAIFyxafXZgcqxRT3agtvpN++q5oEFadrIkuU8zeWASv5csyxjwej01WxePxMM698rL4uPSBGBOrLsR2+Q/eFyYDmdThvzeLucdl53TvDY3jqGYQ7w/vI2NIgorcjlLK6ngwHIvIuH/+6iRKNmNH9zMq1lWsMcLIAg+Smh95y5ZGjgndEgkf+tiMmV4vlDEYDl3nk3EfT8/O45V8UeR7yFZZq5Oi3JH3E6wU8i0CYFYzMsVQemi58Zr52mas0Wo6oQxWte4IcORwIoFsoynfURaIyJyy3vNkbyyOacOQ5hYyxoQjERh+Pwa9XjwYiqCWzwsTD+MF1aRxeBNNGulAEAfjSbxZKkA3dbkPbKggiIV/3wljcpPXTGDFnj178HYwgkeYAN1poMpGwPhKRmo5GF+aNCLbYwei5A/jGTInP/HEE6tK4XWsYx3rWMduv1wbwexcI1YCs69m9EdvBfieeXyeL5lf6Dus5C+tF2u1A+9p7TENfdPLFV3YT7qCBPeGpLD/w3tS+F+X8wKSJrBEVVTo5/Jf+khTuoWzBR2P9MTFt//CtXlcqRjoCfmldkKmlLLNfL3byB32e0XCZaqqxHRa0UJbcLFQo1na7uvWheBBwa4jGfCi1myKX0t/+o2CjtL5KbynPylskK6MkVtT6Q1r+PBQF7IhTdgp6MtSSohgi5WDmhZy5vq/usztQR8yQZ/EVfTLe8MBqc1M1mx5jTECGfbZdDzQqOKVV97EsWPHxDehMYZmnEr/hLl45lzpk6gaDUEsN6VGI40EizUasqGwFqKM9S2OH6+RNTVpBvd40Bv2S8PqKzMVfGe0KDWzpZJN7viFggHZcSLok32RdZ7AlwsFQ2SEeH92mXVplr1rBXaVed3GH74yifN5XY5hlAlwsTEQC0pjMpuJ7+2LrcmMwmNyXsaW6VmpugVf34wRAEWpnrMFSlwBh5IhPNgTRXlydIFdhPdvLdsV0zAQ1XC5ZKI/EoAW0FD3+OH3hPBgVwj7w5bEuqzL0q/lnOjt7saRvRvPxT/YH8dI0RDZH16r04ofH92VkOPvxNxhDYlgbdalbjbY6lYDVXifbyTTfzsYn88LJSPFrR2Mr5o0tgvGZ17lox/9KH71V38Vv/7rv94BqtzpYBVOYnYLMYF21113bargeLNRu+t1Hy4/N35ZNtt9OFor4LXSJIy6q4rn9/gQ8gZFa5rJK83XRMJDjbsmPIpFovVZ/mY3HZR53CgwUq5I8pQOB8ENeaOJVNBByMdzaCDg5+JDrTZ3L7JgLp5l24+LTCsrGbERBKm4HYFElzIBSeCMgc+OWNJ1SOeED36yrJwv6vhuoIQfGkoLuvhK2ZTXr1bc7jblji3+7AJnll+sRrSxXLMra1Rx6vh3r07Jgurz+xDyNIQejGN8IBnCPmsW1fniikwb/J0bHVveNy58avFjAo9JXj7k2A10o5yiu3tieH22Kpr3YR+ToIuEyioZqBK6BDFzQd2TDGEoEcTVkiFIWn5WOYj8sNKO5P8zIdwb0fDgriRemqri9dkKpiq2MOooB+xCTsdvfHsEn37/QUHWts/ZL5yfk2McyoRxMe8iig27gYt5HdmwH4OJEB4aWNvpoN6hgJMMB5kWbRuNv/dENXSFN/5om65a+OPTU4L4JhuLadXx15dyeOHCKN6TNPHQAw9sCLRBsMgPH+oSRhqCX+jw06l+eFcC79jTJahiUl4y4aY60dplYTgv+Pxa69nFe/Tzx3vFWZ2q8nx9OJ6NYd864J6NPpfYicd/6RDcCgmBOxmocrOp6Nh1+PM///P4gz/4A9FB7FjHOtaxjt3+Rj+JMqZXrlzBqVOnltDa3o4xzXrdhxvtRFxNypSME9+ansGVSlWkQulpEthO33Rc111fnQwora4rRW3dHn7MGaZItbAr6rVCSd7DmOKuXV5czdmomPVWZ5+7j2TUi0zSlf9pN3f/TfGdPa0uwOV8kQrYwgSh1Vz0vXk5TEy/PF+U8+gKaegOub4lwQ1Pz+bRHQwi4vdJkpnJXY1yra2YqH3/y62d6UUTLXh2W9ry84vzJfzNVH4BbM5rKtt1oZ++KxaEd+RNpJiUO3Jkyb1rZ0ngawRu02+9fPmyxLAsRKuY5kYlkAjySGt+zJo2/A1X2pX3W12zJHtb+u5K4ofJ6r3RsMyfWduUsV3enSoJ+xbzCvczEAlJjPudqTm8USij1vqAYkp5cmZe5tdHh5Z2Ak/qBl7NlwSQwn0QUMX3kbFmDIaAPE6kk+uCVciocr5cWZDodc+zKXTg7WwrG7HXiwW8lMu1pGB9mDEMTFYqiM/O4r6hIQFubCT+3BeLo2BZGKmUMeu4VNgEvtzf1eVKAPX0COhFNWmQiptNGkz0qQIAOxRXOxb/fjKZQZcWwrhekQJITzCE4UgckR1g5GCOhf49i02Uan072M0Eqiy35TJSZPFRiV6uZ4x3VKzLHMhmwPhcz/7e3/t70un4rW99S/bTsY51rGMdu/2NIIHnnntOinuUMt1MI9zNBt8r6feNxF9rndtazcSjVQN/NTbnsv21QMnpQABTui0NuoxCmDqXon4LpMKccrtPOme4nyVIZaxqIhtkfcSLszkHx7v8iAfc9zE2Ysj15KQu8i9yLqvIyavm1HaXzWVccX9mPYGAbDlnr1d83VndwheuzUnc0h/WhAGRDO9sIv76eA4/sa8XsYCbW+0L+5Ez6wsSRIuDtZQRX/nn6p+wn7WlJuZMG7t8Qfyns7MCWue4iSyo40JsWAM60CijeOWayLkvB7QyTiFzJDf6FCoXr/LAym/l525UPvhUdwxPjJYEPMRmUzKqqPHl9TA+Y1lOMaz4PE1pgGX9abpmI2/UJX6TmpYwT6p6jVup4awgC8rD/XGMV8hiX8IYazSNxZiJ+/mtZ0bxr35gNw4sYzh54kpemE/IJMJ5kjMcuc/XyiZqdl2act81vDajXSbkF0kdNiKzAby9RsO5oNj4N2K8z/9rJIerZUvifp7/MzMVvDY+g1PWNN5x//0SZ6xnHNsf2p3Gl67kMVG1JL4iAOxIOoz37k7LeVEuk9/Z9iYNlYtXUpdrPbuoAvHTR3vw6mwVV0qGgMSOZCLCyLLdmh/vM/1fzlkCVbYL/n4rGK+Z94A5phsNVFnJ2mWk2sH4jGfYbMwciJoXm70fjJU/8pGPCPP9v/gX/6IDVHk7gFWIeCJAYDX06+3iCG20+3C9c1ut+5BWtg28WpyE06wj6Xe/2EXbwGWDyTYvfAgIdRg8pH9uQq/TEVp0XWRXHuBbcxNIB4Oim02HgR14ZFmZqDXRF2lidxwCWJnWmzgz35B/VZJW9qPOVbr8XEALnZ6F4yxLutL9YVLWdVqY1HX5nV2JnrosJIpWi4neWMCLN4s1vKs/gZOZiCB8mRx2ZX7a3B75femcEAQxqaKVJE4TyNnEDgNn8gZ2RQLC2EIqtIpN2SEv4gEvnMIMTJ+Jxx54YN17x4ccFz61+CmniIkkmnKK1gIokPKMiVkmlTc6rz94IINnJkoYKeigP8NxV+l05ZAuljE82JvUMJSkZp+NmaotY+xpgVWabWOpRtTv8+Bjh7JIhQP4oQNd+P54aQlQheNG1jfqL37pwhx+9sRicne6auNayRAnhg4tnaTJiiVIXjKqHOuO4ieO9SDbovRbzQhQeXQwiW+M5KQ7lE4yk8NMxL93b3pBGmgj9sx4SQAre1IhSRI3GnXY5Tyu2R6ETx7ZVFB1MBPB378viEt5HaZDB1PDQFxbcu8IAmFnIze1+HFecPFjJxqdZJXQW2lhJt3h+/e4bD47DdrgeZItaKepm29Hu9VAlRtJRfed73wHP/VTP4XPfOYz+Mmf/Mmbeh0d61jHOtaxrRuZCvjsf/jhh7dE8XozOxEV+wvlMDdSBF8ppllPyvTVfAEXymUk/AGEfFpLdqUMo9GAH55WclT25O5vheOW63X879ExfGxwl8QxSoZHb9Zxap+Gi1Mm8uWGgPfTCS96u3xKM3QhmnEJGVVi0AV+t0vvtBsThxb1aFo03GR3EYYQj0eSb2ThGIgsJrBSGiVfTFwqV/GO3i7si0VwplgWf9q0nOvRMEuO5cYzjGMUXTYTk3bDZWWhJFF/KAhmNnnNPAd2cmqOg6mJMTw4OIRD+9a+d3yNnWvcWPxnoobdiezwIrsGk4X0Tei/rAVQYBJbukQ3WKjm+x7vy+LLY9Pi6y8AkdpjTMaIrZ/ZXbk7EpIYkQUBzhHFjqM+61Kjt+IhAcQEcCqdQNTvx9l8GRfKtYX9EwRD4ASP/VK+gMd7s9Idqmy8ZgiYKqW5fr4HIWFn4Rxj/PZYf5dIVa1nBxMxvFkqi5QQE5w0Nm/0hIPy2kaN8+psqSjsQ5QRkjF0HIyVStC6ujC0iRwJk7v3Z7qwPxZHzjLh93jRFw4j1OYrc1+839yULIxiC2Sxh/GO8luZ2FvuZ/PzBL4I+OUGgDYImmBh4u1gtxKospIxeUuQEDfGWywAcG5wvWDsq9h41isAcF34h//wHwog8tvf/vaqTMQd61jHOtax28+YxyJAcT3pwVtdo+FxuD6xOLqR+IvXshL4fq1mYoLmvzbuylISIE0/q2Q5eCVfFlCJ5vULwIRSPnSXyP4uNRu171YN42tjefSE3AZeV2qyiVnDxOWygUslP05lNWRDPszoDp6e0nEmZy6EDsvjFebu6237XlLIaf1Or5lgl1aZBlWyQjYpwemB2ZKVYa3H/deLTNAvDDDcjqZC+P60TwAa7cByOYSH+1Qxllv3UTGNOifdYS3ErdHkTUNAKQSxk7WSAAiCM1KaF/UiGWny+MD996977xgn05fg1p6LZxGZTaUbASgwFuV9Yo1GgczXs3t7ojjVHcHp2aowwZNZZWG4FxQOXA0DWjYUwIFUSOIBgizUYSTma9VmGq0mDnXLHh9KIRPR8OF9GanRSDlN6l4ehHzuRnmavzg/h19/aGjh3Biz8LzYDMx7uTcVQqRqSYMx7x3Z8n/mrt51JXxYg3n37hQ+d24WYyVTmnl5/tz/+/amlzQZr2fn8jqulS3simhuDZC5gkoJU4aD+w8c3RBQRVlPJICfO5wVdhVKW6WDfgzF3e9g+/NG1ef4PS6Xywsyl2T4aJeRoo+7PJ7i2P3AQEK2nTLOT8Uuwkb5mw3auNVAFYJzNtuwe7PA+JwbZLvhXFDNPeuB8VnvI1CFDcX/+l//6w5QZR27YyqSlNLZiG7grXSElG4yJ/pG2V9WcoRW6z5UNmUyiWsj5XcToVbDRqmuw+epiy6h+/Xxotn0wiAziodOwOIiKeaB6E5/cfIqHk71CRtLwXYZS2iv5xy8mnMpsq2Gd4m0j0uo3ErM8r+WZrcCh7SDSBR4RWkqLu5mkQWFk9Rq0YAxKcgknHKGyLBCR+FAIogfHEjiO1MlOad6O1Jmgetu6Ti1d0xyUR6MapjWbfk7k7t0FmZ0W8Aq0zpRrg1onhAmE2kMVuo42XpucvG9VDIEqcrE8qFkEEWrgatlUxzAg6mwoEzbC9ErARRUhyKdIjqz3xkr4bmpsoCE+iMa3jmYxMnu6xN6RBTTCRDKN6KzQwH8+iPD+O+vTQkDh1CQM5Pb0heUTsSWBBBHhCjuhscQaR0Z+ZYmIZG0PrCzr3WzWlqKnzyUxfv2ZVA2Hfz5uVk5Nsecn+F9ZiKeizVnLRlWlOUNG7NVE43GIpCIRYbdyRD6OfY1Gx/Yl0FfbPUFieNSseri+HzkQJewtnx/tCiOPoEv7xxO4Z7ejTsuSpaIyF+Zp/U6Zudmofl8iAajmNY3/1zgHDjZE9v04nf48OGFDkUWgNoLADdKK49Gp5zPJSaV2UWw2nOJ37UXpypCHUgA1dGuCO7vi8u9fqsZE6e8ZgYra13zrbLtUNE99dRT+PEf/3H8u3/378QR6ugfdqxjHevYW8fYgU4w+1af3TcjplG6yWTZ2Az7y/JzW6v7UCUDWcTXPF4pkjPuoRSQ2XD3wc4oxgKkvbasxaTfSna2VEZyelY68cjSohKzHl8DQ/0+DPWTEpjAksUAQoHf3d9cxkf1i5ssdHXWlx93OWxGhSK+tiTsnMkE3GLSicdSki/v7OuC1WzgXLGy5niqM3WTlotGSRv65AXLEX9N6Jxb8jT0/2cNC55GHfFYBj5PCIP1hjCS0Cj7Qnpy+nw9IU22a1VDAOHxgB97Y2GZo2QKVGyBikWSEh30JRVwRSVtZgwTz80WcK1mSLxwIB7Fg90pJAJL0xAca54r/XGC0Gn3ZpJyX7416Sb425PdPtVpqsbYQ7YdC/GAT64j4PGiKd2HLm05mNRlO2LL2Kn3t/YMIhYIiNTP2ZI73uo+CeNnvS4MN4w/rtZqOK4lJD4sWmShdKH/6rsaC/gF9ELACpl77s6s3YHI+I6RLxlYPrirD6/kC7hSccEyB9Mx3J1Oyf42amRCIb18WnOTwTVdR25+Htl0Gs1AQOSQujaR9ON1ZYJB2bbSiaYACgRcqwKA8l1vlMwo5yHlTNsp4FeygmXicrWAnGUg7PNjOJLAQHh1oNVbAajCYuBa13yrjDFKew6EBQDOi9HRUUnCk2FYJXrbY13OIeq4M64ho8rtAMLpWMc61rGObdwIZt9qTHKzmCLZTMy8II/H+Gsj/slq4PvVmolplMvJmfTD3CI5GzUna4Z4sOyzDHj5rw9eP1CwuQ+ug6rxdnE/9M//56VZ/NT+rICp5wxrAYT97JSJp6Zq4mvTlxXcfMvasSh8Xer/bSAVeW2ZC0RACX1hVetxG19V8zBgNlzWSAIAFIuKqiPwPHdFgvj47jS+NlrEZM2C3SrAKPb2lWo0jP3U0QhCH4pqmNVZB2oK0IKskbOGjaLVlFy9H2xe8KI3OoBsuYnH44v3Y7RqYbxqCdjhYCIk8dKlkil+/O6Yhr5wYEkhWjULKoAC45h2gALP7YXZKp6eqoj0UFLz4aHeGB7oiS4BPtDs1rhE/V4BcXD7B6f68ecX5/H0ZBk1uwEHjoCS3BqNy4RjS/zpETmnSwXDlahlXcbjNmxzv16CWgSIwpqeW1uhFM3fOtot1/YXF+ZlrHhztdZ95vgpqaGLhcUaDeV9iqwHtdVoeMxdsSD6ohpGSybeuyeNA5nVgSqsh7EeE/L78EB/XK71ydGiMNf3RgN4ZCCJRzcJ4qDME2c17x3jOPq6/H5lkilMt2v/btB4TofWAdso4/jTN+XGZ5iSkeLcYP6DAAo1LzbLFrhR43OETKackwSqrAba4P1+daaK07MVVKwG9qWCeKAvju7IjYmzbgZQhXXz2wGoslEwPueFAuO3M+O3ryXMmRGoQsb7f/Nv/s0NmTN3mt0xYJXtJBduRhfiZrsPV3KE1us+bO9co/G1vFVCra4vsF7Aw6SwgWYzhIDPD7NpCgtGwOfIgkfmlXrLMWByuGzbyNkurTFfDxDoYNvweAlDUc4Gz8f9srUTWtDP4MJFh0b+LFBZl8pESQUJolbe7HpKS7HD7od4NTwWz6Fq16EF3YNU7Lqgiomo5bU+1BPD4WQIv316HJO6m5BVnpCwe6s9LpMC4q8EkygWFz7wSVM32wKuuMDihmjPNzxezJl1fO1aAYdTITmnz16Yx4Wi0brWpnzG1UR3PT8W8z84nMLDfa7nxHNlhxm3gwcPLgAUFhkUEnipmcLrVY9QODMZfma+KhRsH9DT4jzw1PsifnzzagFn5nVxnCiN85G9adzXG0PBJLiogUQogFC9jsm622EpY9LqLFT6lGQAmahYcv7ciLgdivkxWjbhNDnHXGeWkjY/tD+DHz3WI87M6ZmKMJLwdujiLLkU3ew2ZbKUV0+Ku9mahb84N4uzc7rQB+YMW2jljnS5iFSO2ZxuIxvxixzRSsZx/ublPL43WlgAqxCY8r49abxzKCnJeDrGW3kOcF9E/nKxmZudRUALIJ3OoFI0Fzocb5Ytl5FSbDwsAPA51Q5Q2AmABY9B+TQWHgj4W23R5DPlz87OCuKa95iFBMo2vT5XE1mitxJg5XYHqmyWiu7pp5/Gl7/8Zbzvfe+Tjudf+ZVfwW/91m/h7/7dv/uWTLp3rGMd69jb3bgWK5DE7QZW2Wz34fLrao9p1gLe0+jbEqROhg27XsflalkYGJV7T8FF1B0EfX5Jxpltvv7CMZUMD4H2pRKGwxFJ2FECkxQkDjv2xPdx/fd2JkLFNOmerwvGZ/yiEpKMTZpL2D7aYSqLrCv87EIc1PqH7BtK9oVxB99DJg0agSMfG+wVWaAvj00J/fbCMZYlrZcnlgOMMbSAJMRljOoNTOhuV6U6O1+DEq5+OB6PAFNO50p4tCctzC7fnJwXUIPKjguVOAEerZihNxzEhwd6kKY2eostUPkn7RTKKmkT6sriJU8I5SYQ9PvEn39+roAJ3cB9XUmJ5QhMITPmU7MF5C1LAEiHE1G8q7dLgDfTho0GE4daAHXTgtMaDyWzpIaB3hz3x01onr3uvkP1Jkq8zy2gCgEvPP8fH94lrCgyp/PFhXkiLClyve71UwSH/0V9PpwrlvH8fEHAKow9eB8pA0Rwipqz9Jn3x1anBSbDzTNzOYxWa3JPKPXzUDaNd/V247Ee96KWJ703YmzmUEltw6giXyigK9uFpj8gsRnH9WZZu4wUwfiqADA2NiaxLhPAKtHLuGcn/FUy/TCxSzmytRg45kwdz8xPoOK4c23ebGJCr+BYogvHkm8tiZnbHaiyVgGAYHwyialYl2w8ZIRkcvqDH/ygSEc88cQTAlR5u0g5daxjHevYnWTbWdtvBvheSZnSV2Ez8UYLiMvPbb1mYrT8ccY+DD8oT0opSfqYLimJBxYcBBse+H1eeJlLJ5sjAddSkPag3nBZPFiTYDPqm0VdYiQ2HZPtvm67vjJN8v6tH1qkJyvw2itmdJctkoXB9hZpbwvsIjWklknMQ1CDACuabpOw+MIuCz5N+fVkBqEdSYWxJx7EZ16fwBsFQ85XxUkuGEb9ppoEFs+V+xTwS4vhpUSm/3JdQOusMbFGo3GcfH6UnQa+M1nBsXRY2F2+dC2P0/M1aWzmfhcBN+4FsebxUE8UPziYbMm1Lm0WJEBBgfGZc6WvOhrqxvM1v9xjfoZNAQTDzOkWMsGAC/QPB/DKbAXPTVcF6M460/uGknjnQFKafOeMOqKaHxEqHMhJNVpxYCu+9Xjg9bqxIZt5OR6sBxGo0h/2Y7pqSrzL2JVjFvR4cV9fDL9wqk+CxJGCgZGiK0XDRgWX+dGtcXEseEjeH0r7fPlSDi9NV+Q8S2Ydhl2X2hrnII01JdZKDqRXrtHwnJ+dKOOJq3lhymcjMptZWTO6uye6rRoN7w9HhKz39BN5LMYMEzVHAEA309plpJRiQjtboIp3uDEu3q5xnwTecw4StLEagI5j8lcjOXxvrCQ/E9hzqaDjtdkafu6u3k3JLt1q4/kzhiOgndI/tyNQZT0wPkE2Coz/3e9+F7/zO7+D97znPZIv+2f/7J8JWOXTn/50B6iyQeuAVW6wI7TV7sPl57a8+9BNpK380E8GQgLOKNklmI0a/N4WbZsACbxouCk+1Ot+cV4Uqpb/+r1M3NIhYGKSDlUDl6p5RDUvTLOBmu0IIoWHViVeF/XLzyn4imt8j9/XhFOvi841E3kTusvOQudGaO1aGWfpOGxRvxGh6w5eyzkTnXWeU0MokulQ1Rz3bw/1xJck9Mhq0RUKyGI+bzooWS4cmY6W+AItKhdF4626EYmMJfqU6GS5ptY+FYk34TahgK9Fr92QfVM/j/Rkb+R1ZIN+hPxeAV2QXizo9+JYOiT3iMCMr1wtYDCmYXAZa8hyCmUmbc6MTuG182UB5sx5fGh4yPoBQRT/4Zlpub5my3kRhGzr3tFBuFY08X873oOnx0uCkt2TDOJywYTHo/oOF4/LZC3HkElW0ugpBhUm4ks1EwfifhTqftG9P5CKYCgRFMmcr17KI+DzoDcSEGRvTzSIqyXX2XbvYRME8hLc8thgAn/w8qQAG9IhjpFPHNic7uDcfA2JoF+SqnREP3Ywi3CbtmG7ffnCHL56MSfFBd5jon///OysINIpSSRFhy3aPX1xnJku48pkHpmohlQqLWObCPlxLHvrNAHplDDxyI3fL+qv01km4wrnSXuH4lYWc+6DQBXOPSZ21wrOzs7T6amKBJEC8ND5pNTUi1NlPL6OfuXtYuzspPTPWwmosh4VHecHHdkvfOEL0gHANYbrDaWAfuAHfmBHHOaOdaxjHevYW8NuZCfiVroPl58b/Zn1ug8X3u/xoCcUxEilgnHLFDkdZQuAlWYD3np9AYy9fE+u6++CG0qWjRmPjrjPA91x3GSn3ys4evVBF1O/yJii0r6q85C+c384iJJjC5OgkgSSWKEVt3ALeTwwWp1vKlHcaNtPxXYkWU2/mAwbfeEQDsYXWfk4JinNj65QEL5mE1OGJX6XJBwXFIoW0r0LHj4BN9OGKQlTjon0CbSzvRBQ73f9ccY8wl5TrOJUJi5AFZ5XNqjJ565WdWFUIUCF94EgDErfPDE1h08O911335ZTKDNp881rk5iq6RIj1OlzedwE73zOFspyxiBkLynZhIQwDnXP9elZS471nr4unC1WEPf7JLYjI81y4+cIVooEXMkeXrvEdw2yT9YRsU0MxGKYb30v7klR2sbBH4+MyXnFW+wlyaBfrtdstbLyPJuUY2025P5wrL45NSuJeQKKGF+XbGCiZgpIn6Aq7q8/EsKJdHLFOV1zHHx1fErYZsjEwntDpp9508InhvqRpWTTFi2tkQknhEu5HDzVKrqzWfgCAZHx2ReLL1znzbblBQDGH6pDcWTk/8/ee4BJdlbX2rtyVec40z15RjOjHBCKSAIJCYQkJAEiGhDZ18bXYP+G5xoDNsa+YC425mJswIAvIFtggY0CykigAEhIgHIYaXLo6ekcKqf/efepr+dMq7qnQ3VX+hacp0cdqk746py191577R16HzHrhkaOhXSb9fX1qQgG4T2vMxNYl8+ND0k0k5LOoBOnA4QrL0yOyLrGFmnyV0dyl3NIMrtahCrFQPzqFuPzjLnxxhvl4x//uAqcLrjgAhXkX3HFFbp2LCwsLCzqp6HYxAxL0YAFb6A4SrMXjYLzeQ/jfj/XZmKAUyE8Fv53KJGYqr84cYPD0hGsBPOM+DFtrw78FO291FUK/CiflydHour85/N7ZCKZliz7NG08qYrsjxCsOFCOnMdh0KsO7nuiKUfkXai9mPjH6+LYCceoQ7xq2ZLXEZw4XBIDDcRTEtGxrLiy5+Xc7lZ1YzSA6zOKJZbLSDydk4GkU9eC8zNiiBKT2XGvBy7t/Cd8/EAs5YgsjICmEGiZoZ6hIGeH/oOc1j92jCdlpyepDig4LXaGvOpw8sJYUl/zuLawCn4m0jl58GBUx8yc0tlQVKCwdu1a3cgh7zs0KDe/OC7jyZSk2EdqNPD+XF6+v21YusL+qZqNxgQaR+Aun5H9kykZSeIOI3IwltIRNAMIUQoKGrNmtMaGg4rfq4KS0UT6iAkIE4mkrAmLJH0hHfPEWCREIc+MJOTDP9vpNBU0BNSlsqcpKGMpmoUdEQPvoP/2iJy7qll+8OyAPHJwQsebIkhJZfMqTnl+NK6jloghqbG8dmO79M7gfP9I34R8/5l+vV40ryJ6uXvXiB7zB07tUfHKQrG1LSy/7p+QHf3D0uITrXuMp51jOX6ODilLAWLd6QIFI7jGFcS48bC/CJzmC+4liNBZc4g2Zsvl90VTKhZqDHilLeR83vgc7x5PygP7xuStx80cD1USuJdy7qpJqDLbyGQMKohZaKK4+eabVYhPczjXlpjm4osvXtDaqDfUjFilEhO7pvuQLviFzJ7P5rOS8afE05iXRCYu3pxP9/VoRGplqFkfzKOZUbWTU72GeqVAKHKSVsFKRq2uC0LeqS49h5QgOoAQOGrZ8UxCE37hdE5C4QYZzUFBDoNcqY4XypMcdLKMZnqekhu/SCTgdKmtawxLLJ1XK2psvFHEQnAcopZXy2ae0Dzo8q5ktc6pyzljYEYRT7Q2ypldOKkc+aBCfLG5NSy/GZjUGYmQEFxS+uMp/Xv3qVMaVrCx46YOaXG+X5hpXiBB7pFE7g7IZDarFnA89FHycrAIXrBX4/UgRS2aaPar4vaZ4fhLxCrTwY0519QhqUBKLcCRjgRyiD+ykhY6ErOyvsErI2mH2DnjdwrWbmrtnZavPt4nYY/oWKNcYaSRUU1zuPwN5xwCksuytjJ6fCFV3UKCMzLp8Usw55fGoE9evqpZehsD8u9PHdJjhTwxeggBCtfl9JVNavumghdVOTvJ5iu2dEo44JddowlZ1RScIiub2rhmcX2gbulokK6GgNrFbZqBdIwnM/LA3jGJBLzSWZhzyH4hzrn1xSHZO55Qt5V1LWE5d02LbNDXnzuOieRkTWZI9oaaZMwTkfHxpLSG/TpmaLaRRMsJiDDiFDa1SS+48Rw4cEDna3JvMYlexCdHu0fE43EVqkCm6CI42u/vxjkoL0c4zfBZw07v+eF4VYhVakGoUgwQoSuvvFK+/vWvy2c+8xk5+eST5dZbb5W3v/3tmvR97WtfqwRptuS9hYWFhUVtYKncIhfafQjUQS+ZkgMev6SicWlJpTTBOltSF/CzU9vb5Mnh4SmhyvS4BSBQyM7YN1joLizgYDIlXmxaJS+jfhwm3fNJD48ozdOpV3g1d1MiiTtipCa/X3rCAbXfjmUdN8fc1AhU3tMRNCBEOey8QsLXqz/j30OptPR6vXJae6u8rKN1avSNweqGsL4GAv8T2pp1vMxoMiVjmUzBz9K8sIlZiBpcic9Cl56zFSKzI1wsD9ttIwg5FKcTzxGVw/EQxOM84ThZOuNXWwN+2R9LylAyLV3h4FGTNqnGSZHMpCaiEN3QBJHMiCbV46m09DSHtQGAeIUELWeAuJXz+eJ4XIYSBzVG6WyOqJuJcbwkZNPmh/zhGCjHCFeNYZ2RTZ58Ti3HY8GwhMUjK0JhOa+7TR44NKxuM8R0/C7jhVijiFLWNEZkTzSmCXcjgGrx++RN63rlt8Njmsyl4GAQavSqOGhlJKyJ+TUNEdna0vySa2nwwkRUBpJJFaWYZouIz6evcVdfvzQFnM/EhsZG2drcrA6bcwWvtnJiUnZFo+Jra5Nx4vh0WlZFGuSMjs6Kcdsj1l29erVubjceEpX890wWyjMBtxbmhsPt+dvZQO5hKBWXBn/giPPR6HNEPUPJRFWIVWpBqDIdPA8uu+wyefjhhzWWveGGGzTGRYz/Z3/2Z1pQ/B//43/IRz/60XLvqoWFhYXFEsPk6uAF7pHXiwV878UXX1Tn6tNOO23eOTJEEQfTCRkKeOVAdEK6C8LXo8VFOMKvbQjKQ0PDjru8ckznb4yjCKw9lnWcEadcRgolCw1XvM6YGH6BegpoySSlOxyWA+mXxkAvHbJz5H/5vT51bVkVCTrCimRGYlqjceoFRuxOk3HEL5JQJ3lnt/l9RvLwC8Q1NBVvao7Iyzqb5dSOw+J7gy0tEdk9mZB1zWHpacTJPq0xlLrS+13O/IUNUHeJuLiaEd4fdmZxvu/EXU4Nirjm4UOT2lBALMMuImIxo12pD4XDfnUQicbS8sRwvKhYxQ0EA96WDkkHUlqPIZYJUE/JMBIUp3iP+HJpCQSC6p7CvvnVaj+vNZuxZFZu2Dakgg5qH+w2zbsyNf3Ace0kxsgVnO+p/3Dew36ntiS5rMQ8PvF5fNLk8+qol7N7m7SZmffEXREBEY3ToDvsl5WNQXXCJ54z8elpKxu19vLV3x6QjnBAhSpgdTN1Ruf8HdvRoPWQ01Y0zdi8i0jnnl2jeq0OO3jQWJCVRw9OaJEKB09cbk7rapAtLaF5xSFdvpysiR6UmL9JkpEm2V9wVDm/t1m2zuDGX06BAhyVGosR4+PGw8gY01zM7xztHkFN+rHHHtN1imjjaPc9RCnkGdYVnFkBsW1ryCfbhg8LlSoZtSBUKQau+dve9jb5zne+o3WZ97znPXL77bfL//f//X8at1500UXyf/7P/9HajUVxWLHKEjmrUCSkMMoNjO7D+X7oYtlJOZTsk0QwLsEVPtkb2yEtgXbp8s1sa2vQl+yXjAxLxOc8xsN55nsjSkCVTEcb7iBOlo9HU8gX0Lnb2vWGo7ZR5Gri0CNeEnbMWG/ySSpzeE48BEYJkTO8UAUriFpUEOFiRgggxjMp4fF54YpuWd/YKN/f2SeZvEcFDCSZITrcaBFoBL0+fdAawQs3WG66qxsCOmue179ybbu0FSyop+O8Fc2ybzIpB+Npta5mniKq4cmMk8JVMXBhvxFrqJuIEjKjasVubEqm4rxoQYCDkwj70xbyyUP9UZ2NznkaS9NRV7DDK5DJgknLlPWaQ1zmZnkWSzmJd7ruQCblVdbG//ShpAMoHWeY2LSlm8rkhL7DA/G0MN3ZzDhU+7yCw4zOOCxcR9YGIDHb7MmoQGMo5SRpr97aqe4o//OuF/V1WkK4vDjnJJ52rhlWc1vaIzKWzMjBKOdc5D2n9Mjrt3SpmISzPl1Vi1CF7/3RGauPej4gWLjMdBeEKgYIZpihyJxHyNTu0YQ8eWhSrj2lV46boyMKbiUQgjefuEECnatkz3jCmWnZEZH2gnVhpWG6Gw+jfAwpQtELmXaPC5pOimKxmApV+J3jjjtuTqRxJpIDkSIIqAahCkU2kt50XdaKUAVA7hCrMNf905/+tF7PN73pTUr8OGZIEZ2qFhYWFhbVATMisVJimsV0H5LM+tnBAXl6dFxGmSo+GpWnM3vlkt4VsrF59q4SnDzu7T8osSOMqQ8LVhTw7QJjb9AYwaNOHcUAq2PcDEKJVMAv6XRGYwIzykc79ly/b8b8TD+evkRCWgJBed2qFfLk6Lg8NDiigm+gLiuML2LLZrWLknnugG429rvB55PecEhG0xnZ0NQgF/YUHz2CI+UZHa3y0OCoin2IyXBxJDFKstqwO933KYtrZwyMmWHuHJsTUU3FNFMJcOfosOr++cEhjWWiWYTyaY0POFe8J4lLTZKrA6djP471+FzA32JDjQjGvFaK/Sl83TE2KSmumzrUiBTCzMKl9Wh3oOOKk9HzqJbjeh2mLr/ul8clNHIELTlpy2fFHw5rQwEjhF7dQ1deWg4mkhp3ktgFWIhPZrPqqoIYZ1NTgzqd8N7Yer/vmHXSEgjInX2HtHP0iDXl9Wrcekxzk5zVdXSuNZwkiXx4lJS5fjiubJ9Iy+pGJ19wIBaTfbGYXNzTM7Wfs0EdQ557TsYGBuRtL3uZjHm9KqJq9PulNxxR15dKxHQ3HpKVxDN79uxRt0CSu+bnJH2n33v4PYpOL3vZy+bEdZ1RT4XEvwtmHS1k/FK5hConnHCC9PT0SK2A688Y0+9+97s6+gdRJOIVxpvSuXr33XdrbGNhYWFhUfsw+ToKuKUSq/BaNBPzTKGZmHzqfDCcTMgDh/bLYCIm4y0RuX3/TlnX1CLnd6+Wo1V7dk5G5dlJHMoPN+Xm8lnJ5nAS8RwhwIbT03yM4AKhgalFGOUKVIVyfTyfkwl/SCQPj85pTGNoNK+hjaSuJuIjn6A012Z0nOUZnU1y6ZpO+Y/tByURy2n9JJFzOC4uIdQJcEfBw6QwKFTHjvKP7lBAnTgQtl/U2y4bm4s3jp7S0SgvjMdVsMK+8fdw1Ewu44wbKuyfD38YRO16TJ4pZxHHTPKwo6Q6IBbiNCNuafR71Ml/27hTqCce1EkCuGW6Rq8aENPA9ecCHb+Upl6V17GgOgqJhnBEJSJyKJGVTDwmeZ1QAK/PTzmngHRBtML1RChDHUVrMa6RsVPjWgtOjRwlzdohT1ZWNQZlLOt8/xWrWuQ169vkK787oDWmloBPPIWcfMZLzJSTXeMp2dga1jFEfZOIbPJyyfo2deF/bCCmf9c1rb5CjYY195bjV6ij+mzgejNVwIhdDIiDD8XT+h69rWE5EEvLtrGEvG5tq5zRPTc3CeoV5LFP72yXyzZtkj2TKtGStU1BFeFUivh+OnDPMG483GvMmEucUoCp0SCsn35PM4213PeIaeZSr3BiFrcTrANtAMHMVCobcHrySzgpzjbuqBpx6NAhHftz+umny/e+9z293pdeeqmOAaLBguZiGsct6kCssliLuVImduk+fOLpJ2TFqi5ZvWa1M2twHvZ1mVxahSrpXFpC3rAks2mZGJ+QWDAmw4kRWdnUq8mbYq83lp6QZyd2FBKThQceqlfUu2rN5qhL6RrKpB2iw02u0eeXRC4riakkQE4fnj7m3Kl01ukERElMepQbID/X98BRpeDY4fHmdJ6ijvhxJXkdmUVenh4f027FJr9PusMoeJ156YAEIIlIZ8441svsp0+7ClsCfiVsvDvuIWwziVUQNbxrS7fOKNwbTert+9l8Qqkb8xSNZZxDBBzPmZB2ShbIC8foyUsQO+kMTjQOeUAwwd91h/yytikkTwzFdJ+xm4a8IPpgI5FNEtQ9LoW/g2DMBtbII4eicv/+cSGVyXnA8i6oOpXD4pmUxy95HdE09ZdTWTajdOa8QYY6gn59f+ZXFkbOK1RMlCtYAk7ZluclHA7Jhs5maU0gOvHIazd1qoMJrik4qhihCgj5PZLIetTlBEcZFMsNAa9saA1Lc8ivI3qw1FbLcgQzLlED53VV89wEXCiQSdQiasLJQ89pNi/9kyTuRda2hjQJzvlDbHLn9iHZ2hk5Yl+LAeJAsMIoFeYPgjUt1afk5KFuLJS5j5lxQdhhQ3ogQ8aKjv9GqMIsd457rvekze0RuX/vmAqSuKYAss594MQ5ks5KEKrQdbkQe/FKBYUJSNAf/MEfTAlVDDhOSB+bhYWFhUV9oJRukfCq5194QX63r0/aNh4rg02t0kFBPzh3Me8TI2Pyu6FR5cuMkpmIRuXAyKj818SEXNXdJutXrpxR0H9H3wHZGY3qv834HPe4HlNgXhkKy6FkSgvyzphLBBXZqYSk4y5IgJWVsN8vcWx700Q1JinsUYtruKrBlPjBuLUU3s+kmBEC3NN/SFaFI9IeDEh3KKgOHQOJpLph5AvxDMlVX+E1EDzAV/mqcUIuJ31xpwNuJry8s1UdTF4Yj2pClcQy+zmWdlxGpvYXIUkhwYmwn3hEY7Zc1nGt9Hh0zCpRHgnLaM4R2a9vjKglObEMiWNjFU13H+eP32/zkxh03od9oLMNEcdsYJzQrwdHZVc07sRRaUewYpLxgCRvDv4+YwE6Lw1+5tA7DpmMDIX/T4/Ytbni8J9MRZ/dLc3SGAzIoXhSTmprls0tjXLTnj59f7fQmjVDnMHxcu3oVuUcMTZnU2OTTKSz0hoMaix6MJ4Ut0+qWWMk3OeCiJ+rVBATTY2gSavVeWfQLx2FRB1CLcQquyYnZWtLy5y60ii+nHnmmZosLT6EqLLB+WhpadENC2Uaf4wYn5HK3CeMcIUEH13RiPTpxCMvMhcgLOqNNMr2yVEJ+xBQeR0b73RK3VW6Q+WzFp8LOBcIVRBy1JpQhdnuX/va1+Tee+/V43ODNXHNNdeUbf8sLCwsLJa3RmPcF0tVp8H14NHHfyvpiMiaUzdKzJ+WSB5R9txyg9l8Th4c2C8Dybg0+4PiDQQkNjkpz8TjEh0ZlfNWrJ5xlCFO5jfs2eeI6V32J+oSyMifnEe5bSO57rxXOSGxCbyXHHgMxUZBbkKOPujJ6d/gzIeoBME1FQcaU8m+U/9wvnP47Y4UreSP4LDbJxLy0KEx5cbrGkMqQNgxnlDHwcaAT7k/v6tC9rwjXEFwAU/GSZ7LTD3gUCI9o1gFx8E3b+iSp0ZjsmuC+o9HHRSVg1GjUV7s7CjO/Lgjejw+deLUClSe3HNeYwlGEsVxIcmTk3Yc7hmdelxbSJ4eiUmDzysTuazWaIiVaIjWwa04hRfqCSqez+Vlwxyc1J8fTcgDByckXhDE45YSKtRotAnY65GMx3fYyZJYxBVTGiAcGU7gSJ/VOIPz62qPLhy/4/pIrKeOOnDXQEDWdTSrwCSaysqFa1tVaLJ3IqVxnxGqAL/PKz5PTms0yUxWRlNZCfi92vhN3YQGbq4djcPUmnBuMeD1ubZNFKCOAmpdbNTIqNcAllN/zImvexoDOhoJDMTT8kDfhJzYHjnCqb0YEK2Tu4fjmnpFV6T6RAzUmKm5sLG2qRGbeIYaFPcKE9OQu+GYiXPm01i7uT2szeSMlGLMFucKcRNTB87ubT6i/lapQhUmBtSaUAWR0lVXXaXul0aoYsA1OvbYY3WzqBOxymLgnqG+WJUe3Yd7Du6SjSevlWCIuXyTEs9FVXTS7Gub0+tHsxOSzqUkIEF98LS1teqNP56KSjqbmlLccWNjVpohRYlsQrZNbhe/+lfjY3JYtctXvxdlLg8vv7yic5PcP7BfxtNJyXkclWnY65OMN69q1mBhTqKTYc1JJgdx8miCeijlPPghKzz4IVaOZTbJYF7LmadouhSdrjNUsU4y8tnxccl5SKR6dQY5yT+srfldEqzYKPObiF5IhkLSDDJZXEIQlzgPOW7GL07Edb4eD8ktLQ36gIWsvKrXSe49ORyTZ0cTsrklKNvGk4WOS+f4eBXO1+aWkB7TC0PjMiZeFaqsbQipKAbihZiF/TiuLSKXrm2Vm3aNaEK3tyEgeydTmgCGVCgnKdi4MScdZSqq2U0tYTnpKPZy9x+YkFt2DjvzIwNeGU/nJJ7DOu5wYhfQVYnaGOLqXFzj/lLQ4uZEOny8t0MMtMuz4O4yJchB2OJ1bAwdikSS2gkIhhNp2TeRlNXNIXlmKCbrW4L6oCNB7IaZf/nKta2yazypyVzOPe/570/1y1MDUXnHCd1qP7d/IqlfOWdcK3D+2rklFvm747sa5NG+CV1zkYBPhuNpPf7exqC+J2DfOyIBfS/mJJqRQcWwd/8B+fVTz8spJxwna9bgP1Mb4L5grLO5n6FShRTt3btXE9mcIxK8CFvmg81tYblgbauOYxpJJKYcjxgB9bIVlStWqWWhCtaCCFWuvfZa+exnP1uxCnMLCwsLi+XlATiuLRYIXn7zxJPyQDQr0dZePJRFJgbkgX6fXL6mW45rm1s34lMjsGonSenx+yUcCUtbOiOH4nF5qn9Q9mzbpoVIM/8Z9wRismfHJuS3Q469sD7dnDBkKsFrGOmKcFgu6FohP96333FnFEdYjXvJhBHtaHdhXjwFdw+iCn6OoIVIiWQviOezyqWLPk4LwhU4p/EoGU2ltCMRvgWXJn4ZTaXVdURnjvu8EvEFVNyAQAE3FfezGn7uduoYTqZkdzSu318VCcmqiGMtjvsKG/iv3Qf0XCJK3xdLODHYlE03ghivrG1skMlEQnYzg97rk6ZgQJPNh2JJyeVxZ/FpnIQQZmUkJLfs7dfRNh5PWt1F1BGyENNg0sm/EZ/Au/n36R2tWuifCQhfbtrbL3ujcY3rSDawnyS7+ffhMa/O+SQ+PGK8rOt3sqmUOubw3rlCzGl+hythBtNqLKPXwXGc0SRsXmQiltRrhD0551fXYRFrdNYZgpXzVnTI3QcGtHjh93jl+YlJ2R2NycW93XJSW4scjA+o0Inzz5oifm0PBtWNZS7Y3NQojw+PqrCpLehYgTPelniqI3Q4UUfszD4eTCRmFatQxHn0iSckmkrJWaefrkKVWkE4HNZmAjaO03QokuTNFD53jMLknjEfHN/SKWNpZ+SPkTbxOT2lrVtCxou+goUqJ510kia/awVcx6985Svy5S9/We666y6N1ywsLCwsLErVVDw6OioPP/NbyfQExRcJyI74QfEkDkpHoEVOaTtGneaPhv5ETHlDsz+gOenWllZpyTOyPi4D6bQ8/szT4slkNQ9LPMNXYjKc827av1sSOcfVT51S1BOkAA+CB+IGn7x2VZc8OxaVbWNx5Zha98C9naZexBc+YpTDQnwcQxCnI5o/lMiosINxpeg3ioklHDg8mVxuhN8tCLifHo0q91QnEvFIe8ivQnFEOvwc50HAy8KBGSFjYNzq2FeA0AKx+qF4SmOOzc0RjZEQmpzZ1axbXyyldZy1jSHZE01OxWxm/BEinmOaEYr7ZM/IuAxlEAD4pKchqKN8RpJZIj6NR9Y3BeU1a1pl25gzxnNVQ1B2TSZ1bBHXyrRxez2OMH0slZXJdE66I/6jun08N5qQ/9w+pHUdmqdTuayOkE0TMpoLkc9LkPGffN8xj5y6Rs47O7/TkE/LmMejjiTsp3GtNOOWTKOEEcHwTepQARqRqdFMEsd4ZddYQoUv/Jta1RFXV9UzHjmhMyINAZ/89lBUAh6ndnTz9hF5fCAmHzhphbquPD8c00ZvmpIROETTOblgTYtep6OBOOvsVc1y6/ZhbVqmfsV10ebWsF86Gg7HNKwlakS4rBwzS3Pw8MiI/OJ3T8raNWtly+b5OblWMkwNhm3Lli3qHGPE+Lhs8HNiHtxr51Ov4DN42cYOuXX7kOyeSDpCJ6/I1o6IXLCmtSqEKjQc1JJQhcbxq6++Wq/l97//fZ16YLEwVG5EXmXzEM3sw77+A7L59I36OjiSmIdtIh+XQC4oEd/hhyGkhP/xkOXBaV4nnU0fViIXnlj8MxgMSSjokeNeeZISLqyFzHznlg0tkm4l6YptG7PiHCGCJlEL76fJO49fXtZ2jKxr6JBT2jLy0NA+feCaxB0yEa/abhSg78+In7SE8kF5Xc8a+dGe/c7YIIQPBeUoBIaOpLF0Sl1WVCGc96iyl4edkq2CEGUinZbGgFcFB1lIlz8vTTnEGU73H8m7UzubZSiRkadGoo5Vs8+r6tPhZEbJB8Ttpt0D8tvhCXXwICEM4SLZ+ob13bKyoL5EbLJ9IqYW1OM6x9FxjFFLa9fxTaTSMhmdlCaES36/JiwhNRubw3LmikY5rTOiYhXzwExkHeKDywRJcd4HJSpC0ZM7ItIbCcj2Meahi5y5skUuXMVDf+YHD04j9+13EvrMMYR47BxPqNpV1dNer4ymUFg7a8QkzY+koAiIIA7O7zRJRlZkUzLscZJ4uhanFqwjNGn15yWRz0pKfCpoQWk7OhLXY+L8f+OxPjl3dbOc0t0oDx0onGu/cy2wfuOctDcE5P5947K2OTQ17ofjebx/Us7oaZb3ndor1z/VLwcmk4VRQn55zZZOOWf17J2CU0fl8cjbT1yhr/nCcFyJDgSYzs5102Yfot9h343rTzHc9vh2ueOFAclFVsrDz8fkhOE+uXJr16zilmcGo3Lf7lHZO5FUS7zz1rTqrMdKJlDsW3Nzs264qyDaMBbZv/71r1W5a6zoZuoCcL/WZRvb5diOiLwwEtfzDMGFCFXqHMRaFqrs3LlThSpvfvOb5Qtf+EJNHZuFhYVFvWOxbpF0Dy4GOBrw/HxOwjIeadGRlCahRgfV7fsGZU1jeGpUJUDkADejw84425GM4PuOW4eJaZj97ZdgNiir1/TKac0narKGmIY4KtDYKI81NssQziCHM7niY8zmNMHKqkhE3r1xowoiHhkelr2xmHJa3ovk6pQbixFpI6Tg+8xOb25Wt75Hh4cliWgFZ8TCu7X4/Zr8NeOEzJxv4iv4OL+P40dbMKiCFZK7Q4mExjmMHZ1IOeM4w16/rGsMy0ltrfLAoSEVNhiBgiO+ENna0qTCnIcHRmRvLD4liMEB4vjWJnl1b/eU0HzXZExnvOOuQnLWW5j94+6YRCA/GYvK5MSktDY0SrKQyEV4cWZXm7y8s016Iof5+vaJqB474oyeMMJ94rGMHj8212d1t8loKqNjeBC2nNbeIiceRaj04kRU9scS0hkKqNsNiXnOU7ZwbIxgZTKqc53Mnh+OaMx3OG4dsZrNSmMmrfGZIzUy/piH/5LEemM2JUlfYGrk6QHEPCpC8cgzY5Mq7nnlynaNGRllROclf8+xcg4QkvxueFzFQpwjM46L6/bLgWF518Y1MtmVkcdGxmUw6Yw9xS0IIctcErugKxySi3q6dT0gnjHOPiTj2aZjtrE0CJJueeYZGUSc1dmpn6GTWlvlBOaiz/B3CKmeHBmT58cn9Lqsb2yQU9tbjxDKVGquhuIPMQuJ3QMHDqhgo7+/X3bs2KEJYPe4oNmAu+wru9fK/tiEjinms7Y60iQtgcp116xlocrXv/51jWXuuOMO6wZpYWFhYVHS0abwhaeefVpkc7P4gh4JeMn5Os7ng6kx2T65X05o3XBEjSaRxa0Rzh+YelbF1XUvJz4ftRmHY+k4nkBQfH6/vPzs40Xiial4hmJspqtDng55JZHPCTRRuS1NyFruwdmtMFLH65FXreyUi3o7pTcSkn3RPkcg7tqnsH+a+yPuKZ60BLx+eeembrlux6CMJNOSz+TVEZ/fhqd2hgPajJpx82svjoDqi68OJjjZw4UBHHgwoQM7VZRCTKBj6P1+ObG9QQX+D/aP6XgguC/8eSiZVrcOxor+rG9YfnVoTEXuCGeIA1qDfrlsdZdsbnH4Ga+5bTyqQh5tihZqK4fHIJmQkbpRZnJcArm8NIUiU+d9RSQgl6xqk5d3NWnDsuHK1I70mvi9sr4pJIOJtNY3YNfrm0NyUnuDbBtL6rG9vLtBLuhpls6C+0cxcN1xBKHO0xMJKG9OZpP637xPJOiVdMZxvD88vpf1cTg203VcaGCgqzicz0hvZlLGpOElXF2bBfS8i+Q8WUn7AnpOqIM8M4wLjfOa//HcoPx2ICpn9DTJrTtGJJ7GEcV5rWiGxnOPbG6LyE/3jElXxK8NC3ptc3nZPZ6QXx2YkHeduEKuf+aQ7BhNSCqR0frT+Wta5HWbOub82XrNxg4ZjmfksUOT6sQPmkJ+2dzdeISrB7GeU6OZ+bUe23tIbt52QFKRNfJENCKPvzgsl6xukdWzTCfYO56U+/aOyraRuNalzuptlvPXtFZsfcKAOGXdunUa1zz66KNar6DZ4LHHHtO8vqnRdHR0HLU+zTGvaQ5qk3kyk1dHmxO7GvUzUImoZaEKDqdvfOMb9brecMMNNXVs5UDNiFUWk9hd7DxECBRdPlg7nXTGCZLxp3SMDDShsHM6KgeXlaA3JJ68V2K5CYnlogWxikci3kZp9DZLDvWnTlV37NkQsgDt2stnpdHXrPtL8ZntuOOOk/7RftmR26W/Y8bAAIgByVSsqkHQE5SLuk+TJr/TdXVSS7cSn2fHByWRy6ildkoySjgYG6O77krSrm1olk1NrfLmtV752aF+6UvE9Ye8x8pwWInLilxI9sXikvDkxJf36Uw/SB0PKAgOSdCokh2P9EtaDrqUoBCNN67rka3NjUp8SIyS5N4fpRPQ2RmIyXFtDfKDnf1yIJYsdC86tnk9gYD0J1Jy+95BuXIdquS4/OLQmFrDJfNZ2R9P6/kh+cqZxV6vNeDTJCxJVZ83qFZ253Q1yevXtutxs09uq2gDnFh+0T8pbfm8/k5z0KtqWxLUV6xvl+PbI6qW5bzNxX6rP55WRSokz5yLdc0hnS8YyzqOP4zYaQ/5VPGq687rEt1AchllxHX2eyXt98mJna1yfodPtj+JW4shux7x+ryqMuZcIE7a2t0s+ybSKj4hxd8e9klPU0gFRRQlfrV/Qt52XJf0x9KyB2caiAijpAI++cPTV8lzQ05y3SS+AQ9H9u3Zoai8d3WvfOK89bJ9JK5Ea11rSNpdSuy5gN//yJlrZMdoXAkRxPdbvzsgTwxE9X3bw34VkYzE03L2mhZV804Hn4+7Hn9Rfvj8iIQbW6S7MaxuMb/aNyZDsbT88VlrjjgGAxxdvvvkQV1HXIOBaFqeH2I/0vK6Yzql0oGwDTcmug/Xr18/dc8aHh7W5KcRvJlxQXwt9mBlDR7TFtGt0mHGHaFQxkqvlsQce/bskSuuuEI3uhBr6dgsLCwsLMqb2DWcobOrW8akUeKxpIzh0FGYnR0sjOz8zeCYnL2iTXnivQeGZeckc7pFR3y+qrdDNjaFNSGBAOKFiag0B8wITmfECbFPZyiowlnjnsCz+4Ydu2QgHhePse9TIGrwaIJXrRw9Iie3tMob162bSlC+ad0aubvvoAo+nHE+iC6cGdfFpjaf192hriyIJ343PKKjX3ia4pLRg6MJSdJUWvYnEjoexyR4iTtIuLUGnM5KvtsY8MuLExNTs+B5nQ2NjXL12tXSFXJGnnIoD/QPqciB4AmBC2KUA/GEPDM24SSYC+IExxnGI0+OjquIYHVDWB7sH5I9sYSK7xmLw/7y/g0Bv+4Te0IchmPHznhGQuGIdAWDclVPp6xrbiwkPw+L7g1WhkPqNkJHI8fENUFkMphMSVcoJJetWqH7TvKa95tLvI2LiTPS1eEnNBBwTCOp1FQHJ6IevqcW1NoFytghR4bCWzjW3XnxBQISCobkohWt8vjAsIzF0hLIZTVO1SQvr6GxUE66wyHJBYMykMDx0lmvK0IBaeMaiMhgKi2/HhyX161eIXfsP6Tr2BGLIHwKyQUru+SmfQfV8fNwIQIhiV/GUhnpTyTlnO4OObGtRUcnIVxa1RCeVVBSDFtbmtX9Zl80ruWEwURS7j80qNbodFDSIRvxOWth7QzCi2QyKf/11FMyGAhIV3Oz7gtJ/18NDuo+n1hkLA7n884D/fLixOTUOvvtyKiO2nrDmlUVL1jRsWTPP6+FoLPOOksaG50GIMR5pkMR10GSwGb8KSKWYmsWgcrGpuqYFV7LQpV/+7d/U3dIZrefc8455d4lCwsLC4sSYrGNfYsZbcozBk5A7mz9SZtle65fMrm0xLPJKZEz2/74oKyOdEuzPyJ9yWHZFe2TeIamU8aXtsuWptXiy3tVyB7y+rSuEHGV0aijtPiD0hQIiC8Y0rGEuCcMj4/Ld/bvkEQu6wjLC5zYEVPkJJnxqcM9Mcb7Nm+Qjc0Opzm2tVHevGGlij6oUzhcOaV1lYL3/RENq10Rr5zQ0SQfCQflhp0D8sJ4XN8v4vXIqsaQCkVo9t07mZCxNKM8cQdxBPOMocHhkbw+LulEO4yNGU45Dc+8G3z89as75awVTvMCzvYjqYy6mPB6hGXUMM7oapGb9w7I3mhChSzsdybv0VEwE4VGh7duWKkxwr19I9qojOhjuNCozX44x+rsE7Ua+LxPfNIQ9MvWloi8YV1XocblnXLad2NtU0ieGI6pKINGYf47nc3JYDIjF69ulVesbHbG6xScZY4GGpQPxmm0duInOPq65qD0RVPqzMIqagz5tKYUTeU0Vgr5OYseyXrzktNmZsftBqT8IVnf5JdrNzXIp38zqCNXmWqQ93i1AYEmDZ1qlM/K1q5m6U/m1DE+maZJwquu8pxrztHTQzG5alOHnNLdIE8NxdWV34nTPfp9E283upwdnH3xylNDMbliU4f8z9NXyW4c8lNZHSPTM4swpBio+Vx78kp59USb1q0a/B65edeYPDMYkxcHY1qTWdUSklheZFVDYEbhydN7+uT6FwZFwq2yopFaQ162jSbUPee9WzulLfTS2g7uMl9/rE/HKnFuhuIZ2TmWkD0TSXn3CSsquqnYxC7UK2gaPuGEE3R/yZuYcUHcu2geco8LorZRDKuaQrpVOjg+6uY4y9SaUIWJBm9605u0UfzHP/7xjNfKog7FKosBxT62hSR3TfchROrcc8+VhDcmmXzSNRHQIUr8L5VPykhmUJO5mXxKb0iIUUiwTWbHJZPLSqM0S6OvSSZzjSpm4eHsdJ5l1Bquxec4IxjwGrFQXDxJXEycOdjpvEPo9CFMYlHzvV45sWXTlFBFj9vjkdPaeuTY5i4ZTydkx+5d8qQv4SQXlVw4KlGdpYjNVGFG/abmZt0eHhyQR4eHpDt02N2C5CujgjrEI9E0iUGHDJIApZuMf6ezWdmdyqijC1Z1ztxEZglm5anRUTm13XHcoDvz9zb1yM6JuBImkqzrmkLy79sPymRhriFJZgQaJCqHUmkVojwxEpWdkwkld5CYNQ1hJWkvjMVVZYyy2SdO92Mqy7xASIQzf539QAWM8MM9fmg6XtHTLNvGEtIXTauAAUKE0hZXlS2tzo2pmMhlJkDIIA8ka3HFATyUST6SIL1wdYv8fO+YkpNIs2Mb+OJIQkZSWekO41yDjTSdkCLNPq8KCt51fLeKODpenFSrOeYRkvxP57JqGQh8Pr+Sk2M7G/Q190dTsqrp8EMDYoZKFsu5r166Rd1Ftg3HdTbepZs6pKshKNtG9s9wVIVEcoEY8R6LAaKfLR0NSjC//XifEmnOVyKbUbs5xv+8vKdJLt/cOWOw8vOdwxJqbJH17QWHo4BDslAUPzsYk1NXHtktynX9yYtD6iiDYlXXeURkMJaWu3eOyLlrWtVdp1KBIAWFLgHT2rVrp75vxoixcW6YDQkpYv474hWCLPNzkwyuFtSyUIXOEEQqF198sfzzP/9zTR2bhYWFhUV5xSo8Y+AAcIZVa9fKf/52u8Qyee3QgtMiQMDVYzIjcuf+QXl0cFwTkiTDcE6EpzH65b93HZQ3r+tW95XTO1tlfzyh4odG7LzpTsxkZX1TRDZoQurIfd+TJt7xSjjITHLH4cOkZeG65PvaAgG5eu3aI0QCiEzesm6tDKVSMhaNyV3bt8tEAEfLgnC+0PGmHYw6Bz6gz9DX9vbIq1d0y3d27tbkLfGKASKU9lxAOoJBFeLzc8T0vBfJXmeGe052TU4q33V6NR1RwIF4XCbSKXXeAMe3NqvoZPdkXJPDPeGwdgzeur+/4HaI1Tf8Pq/uKDrGKJ2Rn+zrVw7Nee8KMhoopPvfn0T4QUCZ1fnkxD9jyZS6yDD2B9cY4rixTEbFFjOBxDNjfX45MKLXyDjHqL1zd9uU4J73nCt0PGfBlURjXY/Hcbz0MN4orOIYXC+7Q8GCy0xW7cIJf3pCIY3n6Cjl+nL9TutokZev6BCPzycv7DqoI3JDhaQeMQ3RdNAjEmfdiEfH9eyJxjV5GXaNdWnTsbMpWdPQJX96wiZ5ZJDO0Iysa2qQU9qaZYTu0Ze4VhY6UbHpLpwD1jrbYsBxbWlpkoFEUn52cEgT4o6bj1MoaA54tct2TRGxCrmH+373OxlrbJSe5maJFBptcP7h+J4ZG5Njm5unxEIGjDPaMRnVxgx+F/CZHkyl5PGRMXV8qVSwlp555hm1Vz7zzDOPGHfEv4lx2ChqmXFBjz/+uP7cdCgixl+og265gDCHxG4tClWuu+46+Yu/+Au55ZZb5Pzzzy/3LllYWFhY1EhMAxdA5EkBESHksHdSEsNJratQBwDwd8Z/JlJR+dXQsxL0+tU1A9EAjio09e6NHZJYOi6nNh8j7cGwbGxqkefHR7R+QN0D/grPPaG1U2MXN3ZlkpJGmOL1i9fvjMLUkZVaf1IZvvg9Pjm3q2NKqAJ4vdM7HRdDhB0D/f1yw2BMAl6fOjgi4jCmhLwWQhTQ2xCUj564Wp4YmpT/3j0o3eHAFIeHv7aFAhrDIBDfF0tqXMRYG/g5v6XxXD4no9RCvDBrp3kabvrQ4Lhc2OsIfIkPrl7XJXujSR0ThDjimKaw3L4fx8C0Nl8TS3B+iJv4Ho4re6IJ+cbz+2QcIYuIxkTUX7aPxySuOX3nnGp9x+PUjIgDOsJBFdbgdslK6J4l935Ke4M8MRSVPdGUE4sUnCzXNgbl1A6HT8+lkdiA80AMTFOyAfHfRpqK4xl5ZU+TPDoQE68nL+tbHF69P5qWvlhaOsJeCeRFXeER5lNbWtUYlDdv6ZRN7RHZ1B6T54bjGq/RSp3J5tR1EgEVHB1X/d6GgGxpCenvrW4MTNXcqHERlz01GJNPnbVGHhuMyu8OOYL3V61pkbXNYblt54guEhOLuWHiZ9YFbumLAa+9tiWsG+Nodo3EVVxDzE6N5sBEUk5Y2SyvW1vc8WT//v1y7wsHRCLdsqH1sHsOYqMD0bQ8NZKQ83te6uh5964RbWKeqtFok0lWHu2blPNXt8imCm6wxVWEegUOHMcee+zU/pOXQJzCtnXrVv094hlcJBHrNzU1TcU0jFCudEFOvQhVuE443jPy56abbqqpkbzlRHVF7BVGhEz3ITcL1HDcXBLZqBlKp8kzR6hiHm7OHJYM5tAecYQomswjOZmRRD4mDV4sswLSHeyV0fSQRHMT+lo4r7T6OyTie2nSKpMz8/0cm+2A+CWTZ4q3o731cFiH0rJ3505JrojqTZEC9JTABKvkZ1+QdCwmgVUhTVzRcRTUtKFzY4G4NPiPdMPY0twiz4yPyXgmLS2Fnyl5kryc090tayKNctPeA5o4hhiRaIXQMQ96KOV0pLkTaclcVl6YmFSxiLEW54G2pfXwMe+eRKDhCFcQcejkeA+ag7w6X7DxYETEAKlBddoXT8raxrCSA1xaIByrG0ISTSTkoHYm+qQrElCChxAC8vbboUl5Zc/Mc956GgLy3mO75BcHJ+WFsYQShtM6G+TcnqYF2Y4xL3FLa0SJhhl7xDGMJDOytT0iV2xodx6+/ZMynHTGNkUCPlWrMoMQFS6uM4xpObe3WY5pj0yRkGu2dMp1zx7SRCjrj3n1vMcrugJynHdCxsYHZI0nLPcl2ySvNnzT4dHzwrW6eGOHXLzxyJ+e3N0kvzs4OWUFCKKprBLBE48yA3IhYLYibicrG4Oypjkk44h0so6rzZqWsKyYptg1Cc7BoWHJNq6UlmnJW8YaseYHopi2H4lD0ZQMxNLSFj7cZQkQAR2MpmT3WEJOWTG7HXq5QJchQRruS6tWrZrx97RrtKVFt2OOOUaT4JAi/n779u0q+jCkiA7FShZI1LJQ5eDBgypUOe+88+Rf//VfpxzBLCwsLCwsDCjGzrcL0d19eNppp+nzHgEK3BJOT3JU53AX3PzYGNvJeBQcQVaG6ShEMO904JFc/d3whKxtiqiDxOWrV8ojQyPaIYeIHgHL2V3tLymm54zrSoFvITTw5Bxhsv6POemZjGwaGpZnU+kp9wQzDxg+44vFZO8Tj6szTB8W2ggeXO9DHOIkQw8/Q/0+n5zY2iIPDzESyBktCi8cTTO2BxHMGnWHeWBgQL9P7MGxO/uEI0hexQeGJ6pdeDYrvxockmOam6fepyUQkJPbD8dSP+0b11jFJE6d6a+OG+dgkkSyM8KG8JRjH05hS+6R7khIYypG2bQEA9Ie8Mu+ycnC7/tkRSSk+4PYhbE2iDdoJJgJ53S3aYPAkyMTesxrGhpVILKpeWEi82OaG+SRwVFtGqBZgKOLatLZq9eeka2cv4FkSs8lkSOOLgh0iF5XhAPSHAjICa1Nclxbk45OAqd2tMijQ+OycyKm4nziGfoIW/0euSDkkeT4sOQTcWlqa5cd3rDkfUd2mRXGyuv14rq+ZtWR4gwcTRAXIUxCOGTGAI2l0tIeCqo1e6nx6NCovv66hgaNoenA5TPA3nIdpluEkxCjSSbQ3i7BUOiIdQy47qwN1l/ztM/XwThjkWiKOPw3RiSFkKVSQR4CER32ymecccas3Wrc/xB1sOm1K3QoEs+QJHV3KFZ6MtEIVU4++WTN3dQKuC4/+MEP5GMf+5jceOONcuGFF5Z7lywsLCwslgiGSy0EPNPnW6PBsUB5UiCgQhWKoocmxwsjdzwqeIbLp/J43FOTwTnQJ0Opcf37bn+LjgDiD2gsHk5PyGg2Kl3+VjmrY6U0+Pzy4uSYCjEQsBzf0i6bm15aN4hmHXcSHbaDEyJjWgtjR/XYJC/dsag07RqTF2JR5SU0DJpYQkUS+3bLeF+fNLf3yhjjXRgTWhBh5HM49+OccSQP3NraoKNthgoiEXgebii4CZ7T3SIX9rbKD3Yckl2TCRWu4Hw+nCWP75XhWFrjNCP0ABwn7vXPj8fl+DYnt89rrm8K6wbUDT+WVCEH/zZOmggqEIscjCU1hkznvVpXyHlEDiaSsrYhLKsbw7JrMq6v2YuwPZuRfXEau73SrK4wIV0//Ym0PDwwJlevm1lYzbl4xzFd8tChSXlmlJG4eTm7u0nOXtH0kvM0FxBzUeO59wDNGTQseJVHDySzsjLil9esaVU3+p/tn5ADMVxwnDWGOAbhCOKT1ohf1jQG5ZyVTXJce2Tq+r1lS6f802N9Mp5yBE/ENIheTmjxyfmRhIyMDUineGSHv1NyOWZIHVnjYJnQWEu++/QVzbodsQ7aw3LPHo/j3l8Q+LAOcHM5dQlqNEPxtNyze0wbBXoaIzKRzkkqk9PjC+Vyss7VEG1AoyyjPIPdW6QhfaR7J+uB/6bpejo47hdG4jqNwP03TQGvCmR2jiUrVqyCgI56RW9vrzYHzSY4oWbLtmHDBq1zGBdJ7m9cdxPPMC6okmsDtSxU4Xnz9re/XZ9Tt99+uwqKLEoDK1ZZoMWcu/uQ0RpTargpAYojUnEokAOdjM3/81iD8dO8Olyo2lEdVrA1hoxhLe2XruBK6ch362+a1y2GBl+jDKWHXR1sXmEiekYyEvKG5ZzesyTXndObG4mPnTt3aqKHxAeEiAQON4xzzzpLkkM7ZVds1JnHqEZwDpEjYXxs82FiwHv5vDk5ubVJnhybUEGKLiivR7Y2t8jxza2a3H7TutXyu5FR2T5BEjUnW5ob1cqbLsvp6mPeD/IynEoqkfvN0IjsjsZV0UpH4ss6Dtv1apenx6Okh+66vKtrksQdiWYzrw9ihpK5LejXuYW8BzcVtdz2BvR3+Znug5dZeh7ZMZ6YVawCehqC8tq1rXLR6hZpC/pmnA8+F3Ddrj6mXS3ydk8kJZ93ZkOuawnJmzd3aNfk24/tlhM6G+TZoZgKco5tj8hpKxrV9YNj7QjTKffS4vylG9slEvDKbdsH5eBYTJoifnnd5hVy6cYO/X0efHShbX/xkDw3mpP+ZFQawo41e97jV9KFYGYmnLWqWZ4cmFTBCg5AnsI6OGd1s5y2BEKOHSPxgqWd85DD3QUE42l1fSn2YCS5e/ZZZ8ojvz2kAhPcUdxkh302JM4NHa3kcRLbbrDWuN7FxgZVUoLzxBNPlJ6ennn9LfcG06HIQ9d0KPJ6nE93h6IpEFWSUIXkM4ndWhKqcP6vvPJKednLXqaW2ZVMRi0sLCwsyjvadD6JXWIfnu84rJHUNUE2ySwcMBAiI+Bgj4xYhbGhah+dc4r/iMfpfDNPXcToBxPpqePY0NQg6xsjysfVgniG5zPiFYQJiBgChZgGy22v4KCRk/NWdMqlvb2a6IHn7Nq1S2MxkjTENHAURDd0I72sp0defP4FSeRyEkZ4UOBuRGVbprlOIGBZ3RCR1bGI9OGIknEEOYwvfdWKbrVQPq2jTQUfj4+MykAioaL5zeoy6YxdcV8z/bfHo6N6VDA9Ni5PjY3pecKN8pT2VjmmucnpjFSBj7N/KoQpjBzSBKTHo6INdXwkua723Gl1SmFkSyKeVFfO4fGopOjcZLxOwD8lYGAfGTvEqKHZxCrs73GtTdrlyLXhui8GCD4u6umS+6bGHjnH+PKOFhWgcFxvXd8rz45NqrCJ/Ty2tUnFIByfM2bpSJE4YN/euXGV/PzgoDw+MCLJXFrWtTTLxWtXqkCGcw3fP3jokAQGJ6Q/kVCBejgUkkAwIBNZukj90hspLnbgfV+5slNu3deva9C5Jo6TyoUrO18irlos2N9dkzEV+nPtIl6fRCib4HaSTMnBeFLWNR4WDCHWIEG5evVqaVy9WnYcOKCfSVxKDRC8cK6ni1iAaaaY3mXpNKl4Kj7BiVCF2HSu4BgR2bORr+E1TKJ327ZtmgA2MY27QFQJqFWhCvjv//5v+ehHP6rz3C+55JJy746FhYWFRYVivjEN7ms0EyNYPf7446fygdQdcCbBTYWmXji2GXND7YTGYa3G5PMSy6akxRNWjs7f8XuMDgLwwNPau+Wk1k5t5tUYZQbusDrSqHERkhVqM9AsxBy4J8JnP3DCcdLs82mulWc++23cr8mz7tu3T2sWjD2MD0/Kz/qHHOfDQpyQyDFCyCvndB523offxbIZOWdFkzx4cEIGEg4HZx+PaY7IBStblR++Y9NKHYv51HBUYtmsbGwOq2PJvmjyJe7w1EaIwXBRWdMYkocGxuS5saj+bGtLg5zd3XrYqaNQiyFuoX4BsoXYi9oNgmpcSoJeJ86k9oHjC2J1YsRUKiXjiYTkfUHdD0TkYsQ+Pq/snEhMxUozAfH9BT3NckZ3o8ZLC2kkduNVvc1yKJGW50cd537EKB1hn7yRGovfK69e1aLjhp4ejuuxIcpA4ML7ItRAUIGAYzpO6WqU/3lqr9yyfVB2DU9IwO+VC9Z3yes3dWhdgnWPS3p8z4CkhxJyIBmT5lBAebDXH1C3lpO6Zm4qOKY1LBesaZH7943L2ASuQoV4ryMir1h1pLClFGAEz2Q6K6saHYFUe9CHDY+KeWj+ZZxRZyQwtU6pQbLGTz/9dJkYycueAWdNGfA7XGsmC0yHNqszKmravcFUbBAKVSJMHEedZdOmTfOKO6i7IHBhIzbCOIF4BscVRsOSCzFNPJU0gsbEcdzLak2ownl/5zvfqTm0u+66S5u/LUqHmhGrLDbBMFfVLjfNF198UVWApvvwiNehuJ/3Sd5Dt51LqMIcOhVn5HWcj4pZCpu+rrqgIFk58mbs/M3sybGe0Ao5lOqXZC6lQhj+h0iG9O76yFrx4zsXFHVXYOM4SdZguUWiFxJHkoab5ys61stkJiXD6biKSzirCFXO79wgYZ/zcBlOReWJsf0ylkrofqMqbfa3SLO/UVaGw9ITPmzfRZL1rM4OyeZTsjs2KX1Jxh3lJejLSjaHMOTw8SqRU0LpkRv3HtCuOwgNlsgPHhrSZOulPSt1jvdAMiENAY+MpbATR+bjOKnAAzpCfn0dXEm0AzSPIpiku0MQfamkJFJZCQTDKlyBdEE0DHidoyXthpMZ+cmeYXl6JK4P0Z5IUC5f1ybHty181E1nOCAfPqVHto3EdfZea8h3hPoWwnP6iibd3EBw0jJL7g6ycEojtnJ7pfuEDbJ1wzp1ZXE/+BA0vKWzWwZ/d0CeG5zU85OOR4Xmvi3NPunNT0o6HSkqTmD/PnBqrzzRG5VnB6POrPSuBnUcmY/N3lwBMeGaTk+2ci2ZETn139msWkAjYiDByYPxFWtbdb7hUCwt7RFmbualP5qS3qaQnLTipQpjHHe2dERUiEMymWtgXFhwcTmmrXKIgNuBg+JNKRKcBEy8Bhvnm3sEpAjB21NPPaUJYKPoZUZ8uUBgA/GrRaEKASxCFSwCscyuNgtzCwsLC4vKTOwW6z40gBf3RELahQUmMxlnrChi+LxHhhJY/JLYZVSpSFznoJsxonkVG7jhdBUeXQTxiu4uuXV/n8QZ0akJWd4Dbh+UV/f06OswD5gNNzgK0CR56cwiaUABmuMPpNNyxepVctuBA9rVRzzAu69piMjrV/fqe8Hnfjs8LI+PjqpInp93hYOytqFRnTc2NDZoHGOwsalRBcz3HxqUkSTuMSMqhuF13JxUY7t8XtoDAfn10LA8NOg0FJCc3hWNyv54TF7ds1LP7yNDjhMm4mhEQbAXziv7SyyCMwnxmCZ+PV5NjmcKr9Xs94knFpO8P6gJdHjqykio0M/oONWwS5zH2fDUyLjc3z+s43f4XQQlF/d2TblcLgQntzfrqCfEGMR9CGFwVDHnCPHMOd1HjrYFXOfZwAjXzZPD0hgblhNOPllWtrZMJa15bcRWm5ua5OquqPxk70GZSKUlnkpLKp7QBP+pzSGJT4xLcAZxwqqGsLx1wyp5bmxSR+rghoOQBueXpQDxanKGZhn3daMAw1hPuus2btyoa46Ye388rqOrWA8UHEjcntzaWoinj8TGxkZ51Dsq44yG8jtiIH6f9XZsS+kT14sFn2McIvlclyLBSZyybt063UyjBjENBSLiBiNcIeFbTq5dy0KVm2++Wf7gD/5Arr/+ern88svLvTsWFhYWFjUS01DbwE0bwTrNxG40+SMS9gULdYG0NvXqSCAP9Qfc36Pi82RVUJLJJSWXc/iq01QMHz+SE8C5/Uep0WxoaJLecIPsT8Qkl+W1iZeoBYm8vL1L4wxgcq0UdeF6fX19yn0AnIRC6KtXdsjBREK2jUclVmi0JEaAq28ouCDi0ndv/4DsjdLYmpdgwCcnNIV1H1ZEgrKpOTIl3KB+cG53qzr0PzE6IX3xtPTFRTzerGTyHNvheA1RNGKUzpBf/nNnv7rQG+eVXw2MqUPLOzas0OZfRnwimOZtcHV3/ueIguD9CDeo8RA7UgFDYM1FaQgwxjOrDt+BUEQdNRlP5BYqENOw/7NFNDRY3H1gRF3yiV/Zp4t62+SMruYF1wvDfq+8c3On7JpIycFYWuPjY9sYaeqcA153a2tYt+lw15iKYXODyAWpPXLJ6g456bgt0hQ6HHMa4dJlXV0yED4kv+4bl5FMRrLjNO7GZFXYIxvFL4lEQ1FxgjZDb+rQBuenh2Ja90DAgqsKx1RqTI2O0tG2ckSNRkflugTzCCzgutRoiNtO9iblieG4HIqntZbHmhmiHhb0yYkdL22aZj2eubJJRx0ZR1ReF1FMa8gvJ8wi4ikXcHok52LiuMWAmIVYhc09Loh7x3PPPac5EhPT8O9yifG5p3Ev43NNHFdJjc6lqD9de+21uo5/+tOfal3MorSoqarXYizm5kKEZuo+dCPoCYvfE5NMnpnrgYLDCjdoHVijv5N/yf6iNs1KyEM/1fwvCWKU4xuPkx2xXTKZndT3C3tDsiq8SrpCXUWPlfdGjbd582a9gXFzo/jMDeWY7k7Z2N4piZBPGv1B2drcraN7QDyblkeGd8tkJikNvsJ8QwhfekSObW6TFeEjHwwc3wMDfbJ9clyT1I1evyQ4Vn9eEumMpHKOcwWJV04FCcFt4yQI084s88KNFfu5nRNR+WHqgKqdEzm6FY11tldFOhG/43TB7EN+htXbRCqjnYjj6bT+uyGTlLNlUk4//STZE8/KLXtH9OcmyYy9G295QvvMDziS3l975qDsnEw6ShgVr2R1buP/PLFHNrcs3HKMh/iJnQ1LIl444fjjZx0Hw/n6g9NWya8OjMtTA1HHUaXZJxu8Udm/Z7dse/aZGe2TOe9n9DbrttQ4qbtRie5QHHWuk2zFvhBCetYqR81IEtIkH3kwmqTjOWtaZCSRlvv3jMm+8aQS3g1tYXn7CSuloYg1IK/95uO69b34fSMt624Iyu+duEKFM5UEHJ8gKKeeeqoSlFKCc4GojY37BkUuMy6ITmaSwGZtLGeHIkQBRxXev9aEKtyjr776ag24scyuJYJnYWFhYVG+xO5M3YcGJJbOWdGqo3tIeq7wBaUvkZRU4aURVxAFRBm/mcvrTO5Ic0gmGdGJSLpjYc56Z6jAPS+/ODQoExliKY9sbGyQq9asLurIQocZcRmcA75nxCs0FiBcubKzU/qbGyQb8Mn6xkbZ0tQ0day4nfxqcFDfowmHzXxeDiUSKhJANGM6BQ2Gkkm5/cBB7YpsLvBKbL4BQgF1NyQRnnfE9y9rb5f7BgY0zmkpJKU5K4gg7u8f0H1O5bN6zoxVOG0CjGmBg68IBfWY6SyE5+IAwz71xxMaf3RMjsnFKzulc81aeeDQsMZPJitMXKNjeAIBWdc4c1zyzOiE/OeuPu1odHo1RR48NKKuHh/csm5RonM6Gk9pL12XEevauGycd+bs42C2tDTK2zaulidGJtSlpNXvlTWSlcD4qIo+OPfwZAoE0+2TSaifXURIU2oYR5tfDgxr1yprRkfXpDParIEjETDuhiQk16xZo9/jM/aqlSvlgUOHtIBBnMu6ObG1VU5tL77v3eGQnNvdIb8aGJbBgiMq62lzc5Oc3D67m+hyg2vNdeLrUiQ4TaMGm+lQNPEMSVV3vLucHYrMpScfU4tCldtuu00+8IEPyHe/+12NbSwsLCwsah+LrdEczf2e18Ytbe/evepCXCwH2hFskc5giwwkGVMSFo+k1C0FgQoldt08NL/mJJ9PSzqfFp8EJJ5NSKM/Ip3B+XMkYo23rNkkdxzcKztiExorMULo1LZOOb9zZdHfh5vgpgE3wUUPXkI8Ay95WWennNjeIYd8AQkH/PLyjlYdUQmIm27bf1DHWCI0j1DXyGZlbzwqW1obdDTQdMAFHxoc1TgDh0OaewNeURFzIusIcnhdhCOM62H06IFYUrpCgSnRSzbvk75YUv5z9yE5FE9qfDQpnFNCkbw2OTQF8M8XFcw4ohW/DCfSWoMhrtkbi0sgk5FTkqNy/kknyKQvKD/eM6BO/6ZGQy0IUcJZs4hO+N3/2N4vjw9Hp0YtEQddv+OQjkk9d8XC4xE496aWkG6lFC8Qh3Odya3PdFzw9Hcd162ik8cGoio62dTkk43emMSGDsmDO17Qeh58Fd5I7Gtei6/HdzTottTY2hGRroaACk56Ghx3FZoVcJc5q7dZ3WLMWE+O/cwzz5yqJ21sDskV61p13NKhhOPUj2jl0jUtsrLgxjIdl2xol93jSXl+2Jk6AKgRXbO1UzrClZUzNw0HNNkgmC8lTKMGGyIYaiPGRRKDBepgJp4htlkuh/ZaFqpQa3z/+9+v5/fee+/VPIJF6eHJL5Q5VCD4YC70cH7961/rg4LtaN2HOKrM1t3DKJRYblLSeRK8JCCdh+xhsUrBUcXjfIj5Z9ATlGZvm/g8i9MPoY7NkoyTQNGiLe9rZsMxIoQktftnOCeQ5GXjxoIFHQ89SB/H/OLkgDwxuk+a/OGpTjb+biKTkDUN7XJWx4ap7yVyaRlNpeSOg/u0G9BtScz3EaRMpJgL74ze2dLcJG/dsEb+fcce7eCkm82N3ZMx/V068zh546mMjvdBsfr2jatlMJGVu/YPqdIXwgWhYf4hPYvAm89Lsycv7z52jRzb3qL7eNf+UXn40IQkVaGcV1J2SkeDXLUOu+fihOG+vnG57sUBPjwS8jvW3eks45LycmJ7g/zZyTMLQpYbe/bsUYJ7yimnLFq8YMQJbDxwIUKsjXIoNu/ZOSI/3jYgk8x4LIxvOrGrUf7H6avEl8voZ5XkIsdd7IE8Ek/LvglHFb6x/bDKfCZE01l5rH9SDkVTqtY9vadZ2sKVpfUjQCPJyv1puR+YBJGmQxFyBNzjgpaqQ7GWhSrci6+66iq9lsx0ryQ7PwsLCwuLpQOxAYHwQsCInF/96lfymte8Zk7dhyRNZkv8PT48Kb/sH9XRmRT9J9POyBD+wnFWMTbauJL4VKBwVneLnLeibVG8kHOAAwQjfMIzcAg4AMkfgEjXPSLEPduZr8RvpnuR7hcig+/v2qXCEdPdqH+Xy2kMcuXq1bKh0JRAwpSk72+HR+Q3wyPSGTwspucc7YvHJZ09PPiVufSX9KyQzlBIbty3Xx1W3JbVJGf3xUiA+9WxA6EIM96TuayKad60bpX8154+OVgY34N19lAypSNzDLy5rGxuCMs7jztGhQ2Mz7ll70HpTzBK9LAI/dJVK+SY5uKzydn3//vcTtkbTRQ6IQsNAoidPB65dtMaOam9Mhw3uJ7mWsNzF5P0ctsns+HcMT3eXS6wrrhue6LxwvrJ6/W8YEWnnNbROtVwMNNYT3V7TCZ1TbUFAtI6h30fSCRlVzSma70nEpb1jQ0vEWaVE8QUJPD5jHGtl9vlxHQospFQJwFsrLWxeF6qeNcIVYhdpzv3VjvoOvy93/s9+eY3vynveMc7yr07FhYWFhbLyN/gXQvBs88+6wh7jztuRr6AkzbPbQqi5KdnAo4q2yf2y8HksKSyGYlmY+JDIl4Y9WMEDl5PXt3uA96I1jxObN4gLYGZX3cuQGwRy6SlxV+8RgOov8ABGA9Co5qbaxDbwUn4HQT6xDEmD0/Bf+dkVH6894AK6d3OesQ47cGgXLtp3RTHj2cz2qD779v3a/3C7YQZzWSkL56SZAY3cWd0ES70H9iySu7tG5anx6KFWsxh7I/G9fj4Po23jPaZzDhOMlet7ZbOUED+e/eA1lqIEVkJuC4m8wVRSz4vEcnJlWt75Zxep17x26EJubdvRMUvzjVhpGxE3rS+e0aXzp0TcfnHp/c5bus+xEeOywc1oe5wQP7yZRsqhusSl1LIR6SyWPGCESewNsjHEwsbcQLrZDnz408OROW6p/tlNJnV5glO99qWkPz+qT3SGfJNiRcY/VNsrCdjlPZHnTGsa5uCThPILKBZ+anBmNZ1qAme3N0oPY2VNWaGa8I9yt1wsFwwbk0mpuFebMYFsS1VvFvLQhWeOR/60Ie0ieRnP/vZEfV0i9LCilUKoOBJEmK6ZRwgoUXxe6buw5mAMpdtLDcsOTlSEWyEK/58QMKeBvHTn7jED09uGrgucKMi+YP7wUwwc7+NcAWCxMMu1h2RQ96ktAWPVGdGMyl1Yblk5XEylJyUZyf6ZDQVk1QuK6PpnDR4GQlz+CZFgozE2jkdPWonzqx4Y7H8Hzv3yqF4YkopbPb9hYm4JvCwkp76fj4vQ8m0vG71Cjm5vUXuOTAsjw1PKgFDFUzC2Tmg3NQMeezg/r8T12sCWMU7k0nZofMPRdY3heSYlsNCHB6AvxuOyjMjuOXkZUtLRJ4ciun3sH5zXzHeE/L0lVcsztarFDDjqihIoDCf7VovBMWKAG7F5nKQoj1jCXn80KR2m25si8gpKxolm0rqZ5m1esIJJ9SUeGE2GAEa17rcFmTaFTo2NkWK6ICFFBnxituRpxRCFYLSk046qaauNffbN77xjSpQ+clPflKyc2ZhYWFhUdtiFRIDP//5z+XSSy99SVzh7j4kDpiriBlRCmKK50dj8r0X+rSryxlf6nT0kJxE/Hvl2k45taNJ54Uvx3MS8QLFYwr5s3UKmbnfxDPwEtDW1SUP+nwS9PtVXOLGcColF65cqS4VvxselicKY4JI4pJv740cHndqfn9dQ4Mc19qs/Zk4VSB+3x+Ly4/2IPAn6X2YowwnUzKQTMvaBmzJD+83MQvxxweOWS8Tmazcub9fBSrETGPptHY3qnF2Puc4dno8ckZnm1yz3hHJE1e9OB6V4VRa579vbmGc0eHYC5ecx0fGtDOSfTq2pVGu27FfBUfG0huQrud4X9HdLtesd0YmlROsaeJwI0wuZVeYO95lbVAEIGYyHYrLMeKS67tjMqaOOXS4Ii7CBYVZ7nxeS9FwUC3gvmeagxCgLVcH4FziXRLOxBom3p3uyLMY1LJQ5b777pO3vvWt8tWvflUts8tlR25hYWFhUV1iFTgQfw/Pnw5yjPAFit7zETGncxnJ5LPy+Mhz0p8ckoxr1+DgNNG2+pvluJZN0h5oUr69lJitmXgmTmxqNNSpENSOt3XIY5m8dOso0MPPWMQeOJh8YPMGjREeGmRMUFRHio4ks9LoC0mTP3jEvgym0vLqlZ0S8PrUDWVto1N7uXXfgDw6OKHjedzYPu44sm8qjCMyr0Ocw6ihi3s75dGhcflF/6g2GlNfmcgWxPeFBm54AXWeD25ZO+UqeCiekm3j1JPy0hMJah3GxFLUgJ4djcpTI5PqbMk+IpC4p29Uwl7PEa6QiFU4J3/5svU66rUSnNARYc0kQl8M3PEu3JXrsBwNpG4MxtPyu/5JmUhlVThy2opGCXryGrOzP4ttOKgmGGdMasi9veWNpzn3RvTG2qAxlhyKEeNzHykFP+dejzjHjHCtpWvN5+vDH/6wPPzwwxrblPua1joqyxqgAscA8TCho+lo3YfFALFh8+f9ks67X9uZ0Qf8HjrmZrYTY5xQRpyHeUCCC3ZegeShbqPAe/bZZx+1S99tJ4W617hqPD92UOKhtOSYVRgMqRqPh142jyV2SMbTcfn1yE6JZ1MS9jqdhD5PRlL5CQnn6bJ0CAYiFsjGpuYmCRdGDBkc39IsffGEEiqSuOr4knbswKYraVVU4hGdd4hS9rWrO+XlnS1yMJ6SH+0+KJMZBEFZ8Xl9jo0gCd9UVh46NCaXrunS49zQHNbtJec+l5cf7hqUZ0ZjznuJqKiFpKJePyVXh9dDpVgU8YCAAEFUsFebTWG+UPDQ4ebMxvvxXqwPPit8jkyHIl+X6gG1rjWsmwEPXwIW3vfYY4+tm2TYzp07NcBBoVxqUdJCwHlHMMO2ZcsWDSSNcIWAk/VoEr0L7VCsZaEK5+stb3mL3ldvuukmK1SxsLCwsJgzTPEULuZOSrm7D2caZTrja6rQOyDHtjZoEjejM94dJw7ygYi10568nNbZJM2uDr3pnPrFiZiMJJlB7T8i6ThfUDQmplm7dq1a6h6NR5i532w6Hmd0VA7290s2GpVhjsfv13iGjQQor0Z34sODg/LroSE9fpxH+Nt4LisjqaR0hBz+yff4m45QUE6YxsFwregKBaU/kZCOYHDKEpnEKucRh5rp5zmTz2mHIn/39o1r1NKbMah3HnC6En35nAT8AY0/EOU/MTour1u1QhoDfo2ZTpph7M6BWEL+e89BHReD22U2TxOAscqedv4KsXQl0Gi4PS4bxBN01paa702PdykCGM6K6N+MuCS2WCpXDT4Hx7Y06ebm9rt27VJuX24R+nIBbu92xqwEbj893qVDkSTv888/r4lYd4disS7RuQpViJ9rUajyi1/8Qt72trfJl770JStUsbCwsKhDLIY3wd/hZdPBsxi+wLN5vtww4PVLQPzSGmiW/uSw+LWc4MQ0CDty+az4vQEdGzQTEtmkjKTHtTG5JdAkTb6GBR2nu5mYwu5ccrlwJOpSbMZV48n+AW3gHEzEJBIMSYgaTcCvjo2MEoXz33ZgnzrxRbw+jQNykpKJbFxCXgT1TuxITQVOuq4pIqtcDcIAgTtumzQvIHgHUZQ+HpHINAcMcy4SCEU8Hjmzq1WOb22UfbGk/PTAgExMpjSeIe7RWhIOlpms3N8/PCVWQSjDNh3EXff0DcvDA2PabMyo1d2TTuOxjjN9yXWogGDGJUqC39NguhRO6NPjXdNASjyDILoUnPVo6IoE5DUbDo8jZY0++pvfaoxdCSL05YIRoVOrqAT3DT6HTENgI94lhjFifIRyXJ/FNp8boQrXvNaEKhzbRz/6UXUvxlHFClWWHjUlVlkM9CHpEqvMZfbhXMDrvFQ/c/gbh02jX/p3sfykJCWmpAl4xSsRaZSIp3HexU+UjHTnI15YiKKSv4UQdWV65OeHtslEKi7JdEom4zHJ+70S8PulKxKWndFBiWdS0swsSE3E+hyXk3xaErm4BL0NmlyFCJ3S2v4SoQrAIaUvHpdtE1GZTGckrwTImd09nExPzS40SlkSvj3hww/bznBAt+9sS6ujit/nn7rZMu4lnckpUToanhuLybOjMWkJ+KYsyEgy74+lNDmfzImEvM61YQ4i/8KVpZxgDRvLLa71cowO4dzy+WAjWEClyUMPIsYDmoedsSlcqv0xMx8pXPDwrQehCp+D7du3a+clZADiUYkg0Y9jFRuiOTMuiADTrB2j9p4Lea1loQqiQJK6nKc77rhjXsVECwsLC4vawGITu9PFKu7uw3PPPXfByQPE2s4880IkwyzzvCMc5/uDiXRRsQojhG7YdUgdPYw0YmU4KG/ZuEK659nlBuehUEyX0qpVqxZ0buGlbMnhYfl5f7+kMhlJx2IyMjkp2UBAVgaD0uLxyN1jY5q0bSqcx45QSBLxhIym0+rG4vN4NWlLjHJ8y0uT2iRhX92zQu44cFBHn+r7I2IJh2UsndEkLi6NzqnMawdkTySk44HM3zOiZcf4pCaaffm8ClXM+uDndCjiyLEpMDNf4LUfPDSs7ixdrhFG7DscCnEMri0k7Lk+dDESWx3vEk+UA4iKiF+Xk9sTp/B+bGbEJR2KhrMuhatGMWdMmmXOOOOMiuX2pQZJU7g9vLdSuT37RKzCRhOTGRfEtaLYxLUy62OuHYpmzFMtClXoPHzzm98sn//85+WDH/xgXcTmFhYWFhalgzabGqd0VxxAYybNiQsdoQLXyuYQoSO6L7gWOsOAtOoSx3JwBvQlBmRHbK82FfMnxAIrQ91yTOPhUTtL0UxcDBSYiYVW9PTIoV17Zd9kVOsjsfExyXi94vEHZFNjWHZMTMhQMiltAZqfnX1kJBHxzGg6Lh3BRo0FGOGzublBeiMvFTIc0xyRc7pb5ZHBcTmUSOs5C/q8ckxTRP8b8bs5fmom/Ku34fDrNAX8clyrX368a786ROJAaXi0D86Xz8rB+NFrNDhO/mZwXJ0ImwK+qevZR43Gm1f3z5DPibe4jLiDrgwHpD1UvsK5qS3C+cjbI35f7gbS6ZzVuGqwkVdfCo5mnDErmdsvBfr6+vQeVcncnpzQ6tWrdTOOPIhXiEm45xLrGNeVuYwLcgtVaLSoNaHKxz72Mbn33nvVvZgcgcXSw4pVijir8OGEONDNNd/uw5eQoGxWPMp1PCrydEiQMwbISdgWfyikJCkJMY4ehYew5FTAghY44AnOK9GHxRiJlcU+IBr8QTmrc4M8MbZfxtMJ8dPll81LW1RkzxPPydDKgOQifsmIT/yBgB4f3YcDSez2MjKRTmvi94SWdjmjo/iNm59ftrpHTorF1WGFWe0bmxrVNu7He/pkMJlW9S5jeUiu0om2tjFyxHlHHSjZjHi8/iMevChuOeWNM8w6dGPXZFIJjntWHmKXRr9XXyeWzkvCRWTbAz65at1hFelygwcD11ptwc84oywPCN4bRTgbMxiNqwbKUooLZu434pVSWY3xYOW46a4tNsarFmEIL+d1qdxzlgKsSe5FbDz0uT+xPl544QW1yKN4ZEhzsYBNldmPPlqThJdE/Tvf+U61oL/rrruWJYipRPzHf/yHFlgR7VhYWFhYzA88F+FWJqah+xAxL8/dxThTwDvSmaw0B7zKiyfTOeXIiFRaAz6Nb0gIFvu7W/cNyd5oUtqDzjgckpgH4km5ec+gvH9L75y4IK8DVyDJRhIEvrBYnNLeLvFcTp4aHZVEMCgRZrfn87J2YkLuf+QRGWlrU6FKloSq16uJURxPSPiOp3GIzKnjzHkrumRlpHiSmZFBb1+/TrZPTuoYIUaQbmpqkvv7B3UkTzKX0tdl7A5fz+zsOCLZTaJvcM9uEX9EY1X3ueJ0I55vmMHNZuo1sjnZH0tIo+/ImIjOyMkMrRCOQMWENPzKsa2NsrW1qezWySRYy5UUgovQDcdmOCvCFZK8FBlMIo+tFDEXa5zkJgIZ4rhq4falEGpX2whXtyPPxo0bp7qbWbc44rAejBife1UxYVMtC1W4nm9605vkr//6r9Uyu16FKjamsbCwsChNQzEciXwyY+6JA+BgC4E6IqpTOsWZsPg9OcmKIyj3SVCy6mRf/Jk1mYnJjtgeFZCHccf3OE74B5KHpNnfID3h7jnzHmKzxTQTu4Hw4/VreuWnfYfkQDwhnnBIwrmcrMllJL9rp/wmGJBkY4NwJn2BoBL9jnBQkvmcpLM5GU2l9TXg/peu6i76zOZ7F/W0q0PKjsm4fm9DU1gafF75/s6DOmo04scVXySRy8rqhrCcMC2OgPeko1HxBEJHcD1t8KZBeg4i8D3RhAprOl3iE/aNBmPqQ9F0XpIUawoxDft3+brOKZHOcoO1BtejuZZrvRzjRYuBmIJtw4YNU64axDTUzRAumOZiuHgpOBviGIQqfE5pMKkXHsj9ifsULjILvUctN9yOPOSKqEcQz+zZs0eeeeaZqfG4xDXFhE2mYb5WhSqf+MQn5NZbb1VHFT4/9Yj/KEONxopVXB9QPlwQB26qqMcQqsxFRTabUIXFjY1cRlCfYjDnEk5IToUnxZDMJzTx6zviEmHXlpVUHgFHcE6KPm4uJPoWqjouhq5Qk1zYvVVG0zFNTLcFsPL2Se7YnDzY95z0pcZlYnJSCUIwGFDRSoPPL+sauqQn3CmtgYA0Q5JmgbfQTchm0BESeeO6XnlkcESTrs1+n5zU1iIv72ybSuyaETgk+k5duUEeHY1JKp/Xswhxwl474PHKy7uO3qk2W6rsuNaIdIUC8ruhqCZ31zYG5XVr22VjmZxVDOE1bhOVYq/mdtVwJ/KwwOMhZoQrkKKFJCchWLi38FBdSIdtNYJ7C4lyziXJ7HIR3sWC601nKhudEUbtTRDjFjZBihBuUBhAqELnIjM+qyGZPVfw2WCOO+Kje+65p24s36fjL//yL+Vb3/qW/OM//qOK0Iw9pttNy8LCwsJidhBMIrwvVfehSewiNmHed38iJRubg0LfHPbLo6mMRPx+We3qoDMYTmZk1ySc3Ts19gfhd0vAL/tjSTkQTxX9OzeIpxAuwBNKKdAldji3q0tObWuToRTjSxGjhPR50z85qVw1mU5LcmREeXWQn/l80h4MykUrV0pbMCgrw+GjjjMieXtS25HW3heu7FJr7idHx3UsEPHOyzvaZVNz40tG4BzT1i7P5/0ykcmq6p7HIfFXVvKyKhyWFS53yWIoTEydapgw4L/Y91d0t8ueaFz6E0ltEDilo0UuWFG+xK5J9MH1KsE6uRhn5doQg5hEHrzNxDQUH+YLPl/EM7zucjljVgJoakDYUO3JbNPdzGbG4xKncf81wiYjXuF3iXVYNySzF+reW6mgs/Lqq6/W5C6W2dV6TRcLG9NYWFhYLN4tkhjAjDKFM1CjWWgcYGo0fO0INInX6xOvJyRBj5NPJa6JZhOyIlR8HM9gakTSuaxEvE6sAAKegGRySelPDs1JrFLqZmIDYpM3r1stA8mUJLJZ6QwF1amRY5X9+2RodESisZhMZiclEAwoF4l4vbK5qUFO7+hWATuC/NmuFz/DLcXtmALeuqFHHhoY1XGv1LtO7WiWc1e0afwD2AeEvDivn71hs/x0OOq4OBYOnQZkn3jkZZ1Hb9abqdkbN37qMxf1NMmjQ5PqMIOg5cKeNjmlozzie7Nu4YFnnXXWgmuLS+2qYZzP2VdghAtzdT6fDsQO1FThxDQw1wsPJCbEHZPJHKVoqikHVPjV0qIbzeDaNFOo4eHqz9ox64PYl88264a1XotClc985jPyox/9SB1VWMv1iL8sU43Gk9enV22AD4h7lM98wAePE8+NtRTdh8aujotHcjAmEwXByuEhQAhVGqX4/Oux3LCkJS2+gquKQVYyEpKINHuLE6hsPiPZfFb27tone3bvkZNPPnlZkyB98VH59chOJSm+nEgqnZJ4Nq0ebBuTDbKuq6ckHWgkabk67nNnyACFXx4QSa9fvrVtnybD1VGFB7PXI2d0tco1G1Yc1abvhbG4XLf9kIR8uKk41wG77dFUVl6/rkNesaJFSRDkCreVcj2ESWxCBowSshrIgLEaM3PheRCwTknyQormoi6nu5YkIGucv6sHcG8huUmnNBaCC0mIVwP4DBvSzFfuxawRBCynnXZaTZEggpf3ve992jGOWrfWktZzxQ9+8AP5yEc+IjfccINceOGFej/nXmZcAiwsLCzqCXQ9LRQ8S0iS8PzkmbnY7kOnA9Hh3M+Px+SmPYz8xFnEq6OBsIF+zaoOObPrpUnGfdGEfPuFPmlyiVVANpeX0XRGrj2mR45peanoFvcVrJ4zqZTsf+5pHTdKYXc5n/+37NsnL0xMOGOAMhmJpdPqjtKZzcqFzc0qpFhsB5qe48JIHzfgyMQ0iIwYgfO74TG5dd9BFbaQTOe3W4N+edv61bLRJXCZCTfvPShPjk5IR9CxANdZ5umMuuR8YPNajXNiWcY8McK1PGJgk8xm41ovxTz3pQCJPPgq4hX4OUUUk8gj2Xe09UFM5LZOrpRk9lID8RlCFT5HFGxqkeuxponTTbxLngkhEmsG0dOaNWtq6rjpHr7ssstUpPKpT32qpo5tPrAxjYWFhYUDIzZZCOBViJd5lvDsXEwc4BaqODUakcdGd8qBxIiyah0bI3lp9oflrPbN0uB/qRD8xege2Rc/KA2+IwXFuCRGfCE5o+3kou/Nz5PZlIwNjsi2Z7aVvJn4aMAR8r/27pZkNiuNxG6plEym0+pEcnJe5KQuR2y9WKE0NRrOo7vOQgzJNeRaUqMJNzbJdTv2ywvjUX1/wOjRLS2N8q5Nq49wtS8GRst+a9t+/VvcVNRNNJeXoWRa49Ar1nZrbJrM5nXU6nxGM5UScHpqNKxX1u1i3XOWA3w2jPM514tcBLGYcV2ZS3xCHIQYCwcKnAfrBUaMRRyHE0ktwgibjHiFzza5egRNHHe1NlHP9Fn43Oc+pyINxv/QQFOP+EEZazRWrFIASSKcSLCfXQxxMEld88E1FzCXz0lKEpKRlP53QEISFBS5xR/G0dyExCWqI4CMehTRC84qjZ5miXiOTEwiUJnIjanrCg+VTCojLaE26Yh0lWwRYXEXzU5ILo9VdVgavC+1gFKb7sl+3VI5RzgU9gZkfbBFUtEJGZsYk+RoQjrCrbKie0VJSBEg6UP3IUo/7HQNGWAe+++GxuWFsZiE/V45ub1ZTmxvmlO3IHMXb907LI8MTirhQceL3fbWloi8fVP3UYnUcsCQAZPMrsakEGtmfHxcCREPPRTzkKLZxsEY1Wo12astFu6uS8hAvXRd4hqEowr3U9YK9zd3hyKf+WoFD/vf//3fV9s8iotL2UH8ta99TTeINIBwoZIlqTwXkvKOd7xDOyVvvPHGku6XSRj82Z/9mRLgL3/5y3LffffpV7qrue5/93d/J+edd15NiZQsLCwslkKswnOF5wn3y8W4kLiTusAt4N8bTchvhiakP56SjmBATutsks3NkaIclBE0X312r8QyjMw5nKgbT2fE7/HK/zx+tc4xd+OZ0Um558CwDCWSkkwkpTPglbcct0HWN5cmCcIx7Y8nZF80rrbXm5sbdZzPdExmMnLngQNyIB7XpCixw8pQSDb4fNI/OiqxiQnpSKdldUFsDXcthbOhccZEgE7Xm8HuaEyeHB6T4VRKeiNhOaW9dcbxQ9MxnEzJf+9xbLqdK5qXsM8nF/d2yant5R87aOzdcZiD4+KiV60CZBJ5xDR8dVsrsz6mN8Lw+2aEK8KyakhmlwL13HXJGFdETJwDEv9mfSAwrGbXSFw/iSmIaz772c8u6TW1MY2FhYVF7YtVKP7CDXHpRuC5mGZit1DFPJ8Y57MvPiQH4iNaT+kKtsi6xi5p8BXPLx5MDMjzkzsl5A2Kt1DH4TXjuaSsCq+QrU1HjojgNXdE98pAclgSqYTWaFZGuuSk7mPF5ymNEzpOL32JMYlnU9LoD0lPuFXjq+nYNj4uDw70a2wDQl6fHNfYIMFkVIbGxyUzMSkr/RFZucKp0RQb9zFfmPEg5HMRqphGSxp+nxwZl2fHJjUmOb61SU5pb5lzfeWRwTG598CwxpiA3eyJhOStG3G9LH++kHoGHBfRQrU6grOujfM5G/UauKsRrhTLLyBi4HojQEeMXQ/gPDFKae/evRq/co7qAdzTaTggX0XOibViXEbNuKBqvqZ///d/L//0T/+krvfUHJcSlRjT5CugRlP3YhUuAkkDkgcowTjZpeo+XMzDHYeU8fyIZCWrw4McqQrjbPzS4mGe+ZEz/kZzg5LKJSUeT0o+m5OGpgZ9aDd5W6XBu3jbM0Qq/akDul96fOKRiLdRekJrihKtWCYlQ6nJwjlIy+74Pknn0lMebZF0QLwHMjI2OqYJSfPQwzlhviDZg1DFWAhPn3/Yj3VVMqlJ2fWNjUe1654uWHlhPCHbxpyRRxubw3JCW8O8XmOpYEbg1BoZcJMiZjuyPoy1Np9RghbIAIS3VlWr08F9xRB9HFXqpesS8gMJgvQZNet00mzWh7l/VEvCm4c+c9wffvhhtZVb6jFWt9xyixZN6OTgvvjd735XvvjFL+q9czalMKTp/PPPVzEchZZSi1UM3vWud+ln+i1veYsWbEh2837sH+8JEYOEGSGohYWFRS2Djqz5ml+a5BhcAfG9W+iw0FGmpeic+OWhMblr/7DGMiQicSkkWnrlyja5eNWR7hm7J+PyHzv6JJ7KiCQTEgwFJe31S2swIB/YumrRSUi4/O37++WZ0QlJF85v2OeVV/d0y8s6WovGAYhVxtNpnaX+xOio7Jyc1Nfhr0lnn5jPS2BoSIUHRkjL1/kG725nEYT308XYzGjfHY1qcrY7FJKV4cM25HNBNJOVZ8cm1LGm0efT2fQ9cxS7LIcYm3iORF+tuAZyXDQVmA5FEnvu9cHP+bwiPud6V8oI16UG3J3jNo0W9QJEaDiCmkYLt8soCX7+24jx2aop1sMdkqQqXJ7k5VLzdBvTWFhYWFQH4Drw4/mCfC/PTHjua17zmkWPMi1FTJPJZeWJ8edkPDOpNRBqIjT0Il45ueVYafIfKarfNrlT+hIDkkmmJZvOSbgxLHlPXnrD3bK1afGuE6PpmDw0tFMmMwnnGx6RNn9EzuncJE3+l/L7eDYr+2JRjWGCXpHfjByQyYzTTA1a8l5ZN56R8aFh5abk39nm4hJYLI+LGBtuW8wRBxH9vlhCGwE2NTVMjQyaK3DufG4sKvFsTnojITmhrVEa5vkaS8VxyV+aMU/Vkpuey/U0OXi4q1kfxDTUZGg2wF2PvDLHXg/g3kIDNY7/1GgWUsusRhhHUDP6h0YLck/GcYX1Qd3OxLysj2rJ33NNv/KVr2id5O6779brutSo5JjmXWWs0dSUWGW+ql0zNobiJwkTkgjnnntuSbsPF4NMPi3xfFTSBTcWnFgiHlxBjnwIp/JJGUkPSCwaF5/fJ+FIWIkTqWC+4sQS9kbE51lYtxYCld2J7fqV0UU8cHGKYaxRu79LuoMzP4zi2YT8ZuxpyeaySuKc18tKOp+VYxrXykpfp97UTAfafEkRf0MRH7U1NmPu3yepe9uBA/L8+Lj+G1eUjmBIrl69WlZVuUXVvn37VGR10kkn1fQIHIo1hhS5x8HQbdrb21s1D71SkAGCvFqbAzgfoUqxewHrw5Ai1gfnxpCiYh2slQLWMBbZiFTogF9OG1A3OEcQoQ984AMzrr1XvvKV8v73v18eeOABtYVcKrHKH//xH8uDDz6o+0IHDUpm989+/OMfazELxbaFhYVFrWO+YhUSAwSOCB8R+q5du3ZBYpVSC1XMa/52aEIeHhyX0VRGmv0+Oau7Re2ap9sz/9eufvnNoRHxpZPiD0c0AcIIz6FkRk5ob5Szu1tkU1Oj+CH1C8Bvh0bljgOHVKASLnCEiUxWk6XXHrNWVoRndmt7aHBQfjEwIA0+n47K4eqoiMXvl3euX4/N45RLILGl2zr5aC5wnG+cCeA0JAWmO4vsj8Xlx3v3yVAqpQIaOiKPb2mW169ZVREC+oXCxOJ85birqUA/388AYhwjXGF98Nmi84xxptXcgTYfwCO5TxGzYxFer0KV2dYHGy6aJHeNGJ+kb6UWPGgied3rXifXXHONfOlLXypb7GVjGgsLC4vqF6uYsTEUgHFT4dm5ELFKqZuJ3SN9dscOyGBqRJuJW/3Nsq6hV1r8RxaqGfvzyMiTEk/EtFk3FAlpHYc6SlZysja8RlaE26XZvzCBNsd378BzMpyKSqPPcXrBKSaWTUlvuFXO65zZtS6Ty8lNB7bJWDopzX7+1qPfi2bTsqWpQ17RsWoqx8pmXAKJaebiAgfHRZRM3m66swj7fU/fgPxqYESFJuxhc8AvV65dKSe2VbcrhalNwXGpT1Uqb1ssiNk4ViO2Np8zw+3rQXxvHEGJ6RA01EscR44IERpfjVBlpvVh7iHA1GiIgSrVRZRrisPJ3/7t38qdd94pZ599dtn2paNC6jTlrNFU5ipZBpjuQ5KHCFTofOKCzxelVOpOh98TkGZP21SyeqbXHp0YlaQvKcGGgHh9XslKQbCjf+dRh5ZoblyafAtzWYlm6SBMi1+CU/sAGfLmvTKRHZOu/MoZ9w0Sl8llJOw93P3n9/glk83KweSgrG3r1cQ6m7mpccPn2hyNFEFgIa+4qRRzJbivv18eHxmZOn9c3YPxuPxwzx75w61byzaTvRQ2YzgBkdTlvNQySFpTbEGYgiU664MbNwpWuriq4aG3GPCZgAxw3SFBtXiMMwlVGP1jrBNnur+wPsz9g3uw6VDkvkBQzLowHayVUgBhPz/+8Y+rpVy5hCo86374wx9qIDmbQBMbb+6/kBNI0FLAWMwxC5Fr/jd/8zdy5ZVXTq0DntEf+tCH5KabbtL7nhWrWFhYWLy0+xChA0JeRCoIPRcS08w0ynSx4HVe3tUip3c2SzJHNx9jNV/62rzvjsFhSWZyIoGw5LJ5yWdS6sIClX9yeFydRbB6vmZdr7SH5i/efWp0Qr/ikmKAeGY4nZHnxyZnFKvwrHp6bExFLaHC33IErYGAjKbTsiMaldPa21Vgy1gT4kziGWIVro0pPBuXwOlc78knn9SRpmedddZLxjwyY/4Hu/doF6I5a7FcRn47MiqNAb+8trc6O9h4xiNcgJ/VOsflM8DaYGPkI59RI0D41a9+pd14RpiAUKkWE9xwdGIaOse4T9ULzD1gttG17vVxzDHH6L3AJHm3b9+uXNisD3hwpYjx4eVXXHGF8vZyCVVsTGNhYWFRGyB/h4CZLn1yVDwb3eN7yt1MDGjAZdzP5vw6FavMNM5nJDoqsURM8ry1zyOxbFJF7s6xiDw3uUdejPbJ+sgKObZ5zbx533A6KmPpuES8gSnXfZ/HKyGvXwZTkzKZRYhS3D3xQGJSxtMpafLzt4UajdcrwbxP9sbGJdPRq1yVzbgEGld3/tvwEXKs04UJ/C7XEOd3+Mz04/rt0Jjcc3BIxTHmJ0PJlNyw64D80XGhWZsGKhkHDx5UZ5GZalO1BOI1sz6oTSFaJr5FmI3bA1yX/66kHHwpwWeYegNxDSOXa8URdK5CFe4BMwlVpq8PzhVNVCaeId9BDdPcQyrl3LGf3/72t7UWceutt5ZNqFIpMU2+Amo0tZsVmkP3IQVwEruQFx6y803sLkX3YTHM9ro4bOw9uEfWn7JG4Cg4qTj75iiIgU98kpecTGRHJeAJ6jYf5PLFzwvvxeuyeaQ4Scvks0rKph8DhCqdy8x4U5uJFJmZ8Hwgdu/erVZExRI/kJ/fjYxo96GKUjyHvz+STstTo6NyeseR1uOVDtYbyS5u9DwU68lmjIcaQcs555yjN0b3Qw/hCmuEdWEeekfrYK2WYI37FPcmhEn1oFAGJGhJ4vPAY4zBXO+r3IONdTbrg65E1gdFPIROJIDN+ijFDNaFgPvYX/zFX6jVG64qqM+XE3yOID2cY+4fKGE5x8WAghbCBiEtNdw2ceY6IEp7wxveoPMhH3rooSkSZH5nLl0cFhYWFrUC7ntHc1Zxdx+SNDB8eL4xzfTuw6WKaXjNsM8zI+fhGZVP+yTjDWlU4fd4JMW+FcT3uKE0+X2yP5aUW/cfknduXDXv/cQCG8HJ9P0iWEkWjr8Y8gXRiL/Y3xZ+5gZCBLrL2Ix1MjENnBUOYlwkcYTjOcvXM844o6h73pOjYzKSSutQWL+JafKOg+SjQyNycc/KlxxTpYMkDBzXcL16eb4Tu3Dc7iQ+a98IE4htWQOGr9YK9zFz7OmSXuh4sloVqhQDgjXWCBv3ctPByj2S+7SJdxYybqyUx4ZQ5ZJLLpGvfvWry75ObUxjYWFhUTswbhwUL8n58mzDZRLwHJyroHkpm4ndMAKRmepNzzzztMjmgI79QRCiI4NyxApOTBPxBiWTz8vOWL+0BBpkVWTuHAGkc/iz5F+yH/w3zcL8fCakctRo8uKdkos4IJbI5HMaX4QKqWfOIfyFjdoZY25MPEMO3i1McI77GR1/A38phgcPDWtNBldIc2myubzEMln5xaFheeO6Xqk2UJvifMD1OA/1NAJn//79Wpsi1873+ByzPkwOfrZmjWoE9xWOi3iOuH16g0k9CFWoTc31fsz9l1ifjWYFmnlMzMukCHIi7nFB5ajRsG6vu+46+eQnP6l1GkbrLDcqIabJVViNpqbEKnNZ2Ig7UMGRLHF3tPNhm09id6m6D+fzgcJZgofDSS87UTJeZ06hM0G9gMIuKTXK+yQrWUnk4hLwzU+sEvJGxCNeHSuE8MW8PxZ2EW+j/mwmNPka9P2xpEPpa/4WEUtncGb11XRSZIQJ3ND4AHO+KfTyUJwpGc2mLuGuS8NkSWbU74/H5HSpHrEKaxMySAG+ntSbxh6c43cn8ac/9CBFrA+TFKwEYcJiQGBmnJ/qaY79QoUq08Hf0ZnKxgw/UyiCGKH+5rwaUrRchQCeFZ/5zGdUKYtQhc7r5QbPPUgN99Mf/ehH8p73vEfuu+++lxAhrMjf/e53yze/+c2SB1xuEoS7DM8w7meQQhxn+Bnz7iHBX/jCF/Sz8A//8A/6OWfsmYWFhYXFkd2HJHXd9rPzEassZffhXMExUMAn4bOyq1P2D09qNEOckcsflseT8CW52eR3ZpUfSqRkZWR+4uS1jREZSCSP6NIkaUq8gGPLTCDRvCoSkRcnJyXi+ltnzKhHVsySrIJzmMKzW5jw61//WvfDCFtmSvzsi8ULo38Oi+/5yj4T60ym09JaRZ1rRrBB5yHP9mrj6AsFSXw+s/BS7MENiG1ooGFzuwTSocln0xQC+FqNo0BJWpOEg2tyjPUCE5PSWENDxULB/dyI27hfUChifdC9yhohZnKPC1quDmKEKuedd5584xvfKMtzw8Y0FhYWFpWPuXA8BJnkqCiMcW+fcmQv8OK5ilWWq5l4NpDb4tl/zHFb5HnvfiQqWqUhpgHqFpMXyXlEQr6ARDMJOZAYmrdYpS3QIEGPX1K42PsOc0P+m9dtmcFVBXQGIxpPJXNZCfsOn9dENiPtwYg0+otzTfadgjIbuUwjTECsAR8BXMPZ8oeMM3Ve6/D3fF6PZLJ5ORhPSrUKNnCI5LzUA4yzCJ9balMmB8H6oNDORqxDbt+MkuI8wVGNcIV6TbXFf9xXiGcQXFCbqoUG6aUUqhQDa4A6PBs5ETMuiLwA68HEM8RNy+G4ylr+/ve/Lx/72Md0jM6FF14o5UC5Y5pcBdZoPPn5DESv4nmIZqYYJ72YGwciAGx4jzYPkdcxJKiUsw8XIlxgoerNIuKV0dygYyvn7KXjl13YLb8EHCVvPq1jgFp880uYcLwHU/tkMjvuCF/Eo24rXo9PekJrpdE3s8MHpOyJ8edlJD2uYhVnP7IS9Abk5Oat0hJomrdwgaQ2DziSeVw3YyPF94yykQ7HLz77rCqD3bPcczmEMnm5cMUKuainp6oKEqxv1m4tWqkVAzdAHlo8pFApz/VhhTCBBx7EmTXCmnBbJ1c6KeK4jT04c+xroaNyOYUqc7l/mkIA68QUAsw4qaX4fHEP/dznPqekgtE/jDaqBNANSWcviWY3IErT3XzcHfc8S/m7xQDhzre+9S0lZlhGErB86lOf0rn3d999t85DfOSRR7SARzAMibSwsLCoF8D9zH13tu5D+NH0AjYdP9yrEXvPpfuQ52C5krrM2IXj4qpIJ94Pd/fL48MTks7ldSOhy25hyNLk90pPQ1AyubxMZrLy7k2rZV3T/MTbhxJJ+f7O/TKRTqtTC2IYBCeIWN6xcc2sI0L3xWJy0759KhAJe5kN78QUG5qa5A1r1szL3QT3SDiusdA2M53dLpLmGXzPwX659+AhdXXxqgrfQTqXE7/HK39+wrESrpIROiSluN5wCLdgo9ZhXDHm4yziFiaw8bkn5mV9sE6qoZvP2KITz7Df9YJSCVWOBnIiRvxGbEPs6O5QXIoYkve6/PLLtZmCTsRKGd9lYxoLCwuLygNcxjikFANCB3JLjE+Z7sbB3951111ywQUXHFWMWQnNxBTkaY4mNgu2ROQXw08VxCqI7/FBkULcQUzToDWReDYlzf6InNc5//zg02MH5LnJPi3/+L0+dVNBQH9K6xrZ3DQ75/rF4F7ZNjGsv08sgXCFr+d3rZFNTe3zOm6uH3wPETq8ldiOpkHDV93No//7iW0ymkpLwHu4jqZrJJeXk9tb5D3HVMeYSNaZGQWDu6m7aaSWwXGbJmqOe66xCLU8YkBqNPBWPqNuYUKlN+eSK8EhkloTx10vNblSClVmA69vDArYqA25xwUtVcyLMOTDH/6w3HDDDRrbVAouKVOdppJqNJURXZax+3B6F+Js8xArofuQDy0LlP1lrjk3yWw+I14d9ZNXl5OsZByHFU3wHiYAqFf88xwBBHiNlcHVEsqEZSwzog4riF7aA13SMItQxdjQndi8RfbED8ih5JBgVtcVaJN1kVXzEqqY4yYhz/wwk5jnmhprbVxX3KRofWOjvDgxoUltcrucARLLJKJPaS/9TK2lAMdtuk3rbRQMhRg+q/MVbKBwJRHM5rZO5h4AzAMPYUKlnU9z3KxjBA31JFRhFh6EZCmFKoBrbtYA90VEf8Z6nYS6sSo0gdViwXtgm/b1r39d7r333ooRqhhiA+GeDgqcFFXcgKRwrv7v//2/snbt4oLI//zP/9TzwddXvepVah+Ompn9gQBfdtllutE1ypqoly4FCwsLC4OZnoOm+5CEIPfqYr/HfXQm8X4ldR+S2ERYQ7Br3C57G0Ly3FhUVkR8ksjmZSCRKgjwPRLyOZwIsUjE75XO8PxjGmahv3XDKvnlwLDsmYxL0OeR01ta5dwVHbMKVcCahga5as0aeWRoSPricWnw+eS4lhY5Cz45j/NnCvgkAkxinutAchc+QpGb60fRmZjmlOYWefDQoIpqfIVeBJLdnJb1TQ1VI1Qh6cH1rjeHDXPcdB4hyporpnew0snH+ujv79dkFJ2LRtzEvytNjO8egVMvtuiAxiiuz1ILVQCCRTg5mykEuGNeI1wh5i1FgpnXZ2Y5z57vfe97FSNUATamsbCwsKgecM+GI8CRcKUo9ryE1xzNLXK5RpnOtZmYGg05RJzlw96gJLI41QckKUlJZFJasXFE+F4nFsvnpG0edRE3TmjpVVeVHdEBiWVT0h5sUJHKusjRucc5naulJRBSwQqOKitDjXJia7dsaGyd13EbpwlqNMb9HXGSaR7F1ZpahnGIO6W9Re7XUUB5IaxzBDx5FeSf3lEdOT8jXCCHjbNINYjHS3Xc8EuuL84i8xFswBeJgdhMzMv6MDGvaR5lqzQXSSPY4Cv3qkrbv6UCx0stkvvUUgpVzH2bvD8bzUtmcoI75jUxTalceW6++Wb5wz/8QxVcVJJQpVwxzX9WWI2mciLMEqDYguXBSbe+e/ZhMRzNYm65Zh/OBhYgNwuInHu+t8/jl7CnQeL5KAZz4lXBSqEbE4s5nWZI911Qwp6FjY9BdNIR6JZ2P8kmBD0OuUrlkiqO8XsCEphBCBPw+uWYxnWyqWGt7okZBzRXoNrkuE0h213A57oaGykemka4Aila0RCR/qZmiUICCwPeSXSf19UtnaHKJxSmc5brjdK8XoQL5jNbiuOebp1sCgEIm7j5u0lRudWxCK847uUQbFSiUMVc7+U8bt4LssOGAtVYFRJcbd++XQMPQ4pwfJnvWmTNfeUrX1HiQFcICfty4ROf+ISSC+6VPEuuv/56HUd055136s+vvfZaFXh9/vOf1+OebufG8YNS2LxBsNgXSNBPfvITJVhf+tKX5KqrrtL7PR0pEDG6ruvlc2BhYWFxNMzWfTid+/A8q+Tuw507d2qwiyCZZ6zBqe3N6qwylExJxO+TRr9XJtJZleT7PaLdeCQ2X9HZKo3+hQmOeyNhuWbdKhWwc+R0FSazOXlhPKr/jcuKEcZMx9qGBt2c0UEe3eZz3Bwzxz69gM91gAexkaThOU08w+8SD2zu6JIXfD5N7pLl5l07Q0G5fHV1iD4QBMOrirmb1jLMHPtSHDddxfAiNlMIMGJr8htGuLIQvlpqMKueccXLIdioV6HKbIUA7jWmQ5HPHbzb3aG4kHHCxNBXX321dtOR2C1nst7GNBYWFhbVgWIxBsVpir/kY88999xZXVOIaRBjVmozMcfAsfDeppkYUPPY0NAjz03skUQuLX4PNaa01mYCeb86wKezuDwGZX3DigWf22OaumVTY5fWWdTH3uORWDYu8WxCgt6gNPkail4D9u/k1hVyUku3xkOI7ucTDxoXdI4bwYabE3AOaKpg4/oYvqquoD6/dDd1yBBuGwUBPo4uJ7c3ywltzVLp4Li53pwrBBv1Ilwwn1nAcS9GuOCOeWncIP9rxkkh7jfjLYlpFsJXSwnuPWZEDY4qlSTSXg6hCuC4l7vJG8EfGzGHe4Qy95BSuPLcdttt8oEPfECF99QgyolKiWmerLAaTU1/0tzdh9wEZyMvZoEXE6tUQvehsQ/mw7px48aX7EOTt1W8ea/EczEVpjjCEUbuZHT0TtjTJE2+Fh3dsxg47+uMFBrODEgqn9T3w9Glwdsobb4uFbbM9Le+qWHr85vvzQeXuXeznXtIkXHUMN1FbYf65dlYVCb8AWkNBeWktnY5tQq6u8w8d46Fbrp6Kdhyc+YB1NPTo8n6Uh43r2XUmsxWM2pNEotY+JXaUWMhAh3e2z2ntdZRTqFKMfDwNx2Kblce7r3c/90dikcLTHhuoExlpt8dd9yhpL6cIACA6NC9wlrHvhsCZEbfERwsRYDvnn9o/o0wC6JDB8rv/d7vyWc/+1m13+PnKHn5PPCsq5cuBQsLC4vFdh+6MVMX4vRRpuWIaTgWElHwe5KbOMm50RoMyFs39Mj9/cOyczIuTX6/dIdxkUQgn5PWQEBe3tkqZ3QuvpvDuKE8Pjwud/cNymQ6o1nTloBfXtvbLSe1z5w09c/zeclxU8TmWQwfQCQ7FyGtcdSgs6htcEh2pDOSD4dkbSQiZ6/qkZUV/pxkvSFawGWj3ua5IzRCSEKSzySSSoXphQAz3tLNV0nylspRYz7gmGkaWYrjrmSUU6hS7B7CuWcj5uUeYhK9NGwQ57rHBR3tOYCt/xve8AYVwmCVXe4GDxvTWFhYWFQPeMYYQQk5WPKePIdoJj4aR5ktpqmEZmLqTcWaasG6yAoVte+K9Usim5KWQIOKVpLZjDYV94TbZXPTKmnyL64gb+osmXxWXpjYKUOpEW1epom5xd8kxzUdIyFfcMa/xdVkPuAaUqsgTqFAerQ6m9tRgzGoXf398tjIhAx4/NIYCstJ7U1y9pqeeblUlgPkMDlu1i7HXWku7UspyKJGQ26WHHIpj5v1Ry6Azd08Cs8jfuRcmxpNqRw15gpEElxv7lE0mdTL9XYLVSphugN1FxxZ2dxOtMRcrE1iLtYHcc1c6geMs3nve9+r426uueYaKTfKEdPkqqBG48kb1lBj8xDp6CGxy8meqxUOC2L6PMRK6D7kWOjKggBRxD/a7xvxCPvKbESVl8zTzeRo7zGQ6ZNkPq7jhxDD8J78D9GM475SOttkruFc53sXgyFF3ATY+G+j1KzEUTAkk7CVc9ui1wN46PBQRKlXTJC1lOAhZ+bjkfBFwWtI0VySeIsBKkUCNh6+JBTLLdhYbieZShGqHO2eR6LWrBECNKP4ZpveDcLvf/vb31Y1Kqrd888/X+oRFE0IbEhwuwtU3/3ud+V973uf3nsR9KBqBhCgN77xjdppz+gkCwsLi3oFiQKE1+7uQ4q/R5vZDuh8gEMjBpmp+5Bn7nI/d4nREKDDwynoMrZxNsQzWXVRafD71CIa9xMcT+bjZnI07InG5brt+yWdy0lTwK/J48lMRoI+r7z3mDWyqiFcMrtoeA9Jn8V0iRm+SjwDXyWJZxwEK20UjBEmwe857nqZ585nDEEA4574zE4XZC31e7tnfsOrTBJvKWd+GxjHJI67XoRJ5p7LNWedU7SqZPBMMWJ8cg7kt4xwhbUyvXBInAqP59lzyy23lL3LtVywMY2FhYXFwvk//IRnDjEN9Zm5Nib+8pe/1CK2e4xiNTQTu0EMk85lxO/1qaNJNk88hvC9tHWIbZM7pS95SPzC+/hUsML7tgda5JSW4qNj5ws4PddwsU21br5KTINIgdoM8QycpNyi2OmAC5HXhCvNNIa3FkHsynEjFGGc/XK6Fxm+yvrgK7ljt6PGUu4L9yy3QKfcjpXlcJKpBKHK0e4hpgGdZwv3E2JuE9Pw7+mfUxxL3vrWt8q//Mu/yLvf/e66+RxXYzxTU84qKs4odK6ZDq75dLa4LeYqpfvQdOHNtTtJk89y+IYyk8vJYoCbSjKfUKGKeX3eE8IVy01KS75dydFCYWyy2Uphm8y14zXYIBaGFKHU5INqSFElzMdj3eLyARE4mjCplgD5oICBWGMxc9YWCgomWOqzuWd+G2vDxdqMzabGR7DBMR/NOaiWUE1CFcD+8SBnIyhj/w0p4j5CAvdnP/uZFgYvuugitcf+5Cc/qUndehaq0D1OkAHBgQxSSAPvec97tHD3z//8zyrI4zwiKPz4xz+uBVZs5ywsLCzqHfPtPpypC7ESug9NFx6Jg7l2ozEGyACBivu/S4XfDY9LMse8eL9zXgrOKqPpjDw2PL5osYqxB+d4p9tkL5avGltc4kTcLEjsukfBlJNbwaV5zpPs47iPJkyqFfAZI46D03DccxGXLaWjhkniIZwhp8Dnz6wR7iulWiPcYxg3g2gD7recAp1yo5qEKoB7EDkGNtarOy9CsQjOzhqm25DfefOb36x/c+ONN9a1UMXGNBYWFhYLBzyVZ+XRRpkeLaYpdzOxe8TjXJqJTQwT8h3m/1orKfFup3JpGUgNUaERv9eJFxGtiFdkPDMpk9moNPudXNxCgcvj008/XZKcvZuvkl+Fr04fBWPE+OV2W4bTE8vNxe2/FvMQ5RLoTOerXAf4KuuDONOIEvhayjoesTvHTe76aM5BtShU4Xipw1ayUAWwHrlGbAgGp4/IJW/G8eBCevnll+u/3/a2t8mXv/zluhaqnFElNZqaEqtwwlEIEWgfbfZhMbCYTddhubsPTZKPY2H2YSUlB7KCoIc570eeE8dhBY8VZsv7FmV1zgdjKZJdRyNFZp7zcpMi1ho3VDrS6m2eO6QXqynIPu4i5YZ75ncxmzE3KVqM4pvkIPcro8avFxihihGPVSNJ4H7MA5yNezXr4ytf+Yp89atf1ecQRInZg4gM6xGs7b/+679WNS4q/D/6oz/SZ5n5b/ChD31IxVoQRwgkwiXO60MPPVR20aCFhYVFuQEP5llJ59p8xwO6E7uV0H1oRnqSnK600ZajyTR53CP2yRH+i4ym0ot6bWIMeB4xx1J0o7ltcc0oGGIazjVwu0guZ6LNzLFnHS52rnk1gc8YSSCuO8dd7uT69JnfXBfjuEK8iYDIiPFZowtdI24nGY7bJL3qAdUmVJkOrrkZkUuXO2v3nnvuUWHK3/zN3+gahp//+7//+7ILryoFNqaxsLCwWDjgCAgcDEeY77PSNBRXSjMxz3zy15U26jCVS6mrvs9zJOdGvJKRjCRzKVlMZYVaBaJkuuvhjUtVdEYMYhoDiWk439SETHPxcnNM9oFaBRxpPiKrageu4sSwHDPORuWO3d0N6ORFyCOzRmhw5/5i6nhsi6mdkrMm/0KTarHRXrWKahOqHG1ErhE33XzzzSpO+f3f/339HmKV17/+9WVfz+XAWJXVaGpqDJCxG6bwu5DE2AMPPKDFU2505Uzq8nBGuUkSCTJQaYW7VC4phzIHVJzidm7J5jPqttITWLsgRxdukCT5+MCQ9FnuJJ+bFCFQMKTIdJ8tFdxJPo57tjn2tTrfeylI71JcJ+z/TKKXmzgkxhDn+STxjDob4ldPo574jD366KMq9KlWocpsYI77H/zBHygB4llEx8WFF14oV155pVx11VU64qoewPr+2te+pgQfe7kvfOELKt75u7/7OyWK7sD+4Ycf1oCfwIMERr10X1tYWFjMBmNnupDEGO5wJG5w9ip39yE8z4xlXcxIz6XCbfsOyUODo4edVQp8D2eVC1a0y2tWdS/4OYhoZLE22QuBW2hNTIOIFt5lrLWXUjxi7KKNg049Jfm43nwllqs0+/LpoNhjXCTZgFuMP9ckJZ8V02SCo209CRoY04wbSaUVrEoBmjPe9KY3TY10+ulPf6q5EOIbYppLLrmkohqplhI2prGwsLBYOOAJ5HtxR1jIc4MCKs9YnDwqpZl4sSM9lwKM+3lk9HHJ5nMS9B6uH2XyGR1DdHrridLob1hUrYIi9nKPeDRuCWYUDDUiU6OhbrKU68AIkolneL96gWkyQThUDflrU8djg7MhaDLClWKjYGYCThOmqbYa3N9LhVoQqsyGRx55RK644gq54IILdH1Qj6LuYGo01CLrASNVVqOpKbGKex7iQsA8RDqPSNKUK6lLYpoiNg9DFIOVmOTTeZOZfknko8hVxCseyamnSl5avG3S6p/76CV3UoQbJMIcZsKVW6Bjus/MTPilIkUklCkocN1JBtVTkg919o4dO+TUU0+d17iuSgGBiiFFrBGunRGuzLZGzMijelNn17pQBdUuqtTrr79err76av0e3QeMAuJn3NdQ9dYL+Ey4P9df+tKX5GMf+5h2an74wx9WUShrgt+rxAKmhYWFRTkBP0RksBAgVEAwQFBerqQusQKCTRJ9lczzDsaT8t3t+ySayUpjITkTzWalye+T921eK93h+YsOSOjC7Ynjys3zuA6Iq4ln4Ks4J3AtDF8tZfKB92Hd4Uw4XzegagafU+Mkw1qvNicZ1ghxqFkjxDesEZPonWmN8HcIs0l+IVSptMLNUgtVuL9RsKo1oQo5EGyhERoiUmEt8D2auohp2G666SYt3tQLbExjYWFhsTieRFyzECAQIRdPncY2E8+OHdG9sjdxQCs0jBrCaSWbz0p3qENOaN6yIGEzriI0bFKrKDfPo6hOLh2+ioAF3m1cJMktlqp2Br+lToH7PsX7anTOWyiIA2ggJ46rxhytGZHLcfCVuqKJZ2ZbI2bkETEsdZp6iWFrXahC3Q2hyp//+Z/rOBuuK3maW2+9VeMZ6tC333671AuGq6hGY8UqBUCeEImQrOFhx01qued9mxmAxm2hkm+QkJ6x7JDEclEVqeCo0uhtllZf+7z3G/LDDZIPRiVabRUjRSbJuxhS5J7nTrKrXhwF3HPNOe7lVmcvBbiWblLEmnATZ/PQN+QPsQa2WvUmVOGc1GIB47bbbtMZf9/97nd1tvtM677Wjnuunw1TuGFM0kc+8hH5q7/6KxX2fPKTn9Rn77/927+VXaBoYWFhUQtiFZ41JFwQ4COcNTHNcroVmuQm4gV43lK6E5YC2yeicteBQRlMpvS/u0NBuXRVt2xsbljQSE8SnJXqGMjaMGJ8LJ7h4IavLkYwb7rwKCaw1QvfQdiBQIdzxzWvhSSfGZHLOmGNcB8xiV4+y1xb7k/uAkYljDxaLtSyUIVnzvve9z49vnvvvVcbDKbD3dleb7AxjYWFhcXyiVV43uBghmgADkI8s9yjLauhmdgAccqu2D45mBzQeg1u913BDtnUsE4C3vkJqalRcNw86xFiV5pjoBnzAV9l478NV52PQ+BMjoFwYPhtPY227OvrUxE6YmQ+a9UO1gTxqWkwJj/hdpE0OWrTbEF9ptLGFS81p+W4OQ98xmshhnWDOJVxNn/yJ3+idYdi19XWaKRiazQ1J1aZLxFyzz50P/C4mbGYjZtGKZWaxfYBm1XmR1dqcnMmMPoHIsRsRNS784UZh4KtXyXMwlsoKTIz4ed6g4f88WDgw1+NXXiLtYHk3NUq+TNrxJAi7kmsDcRICHT4jNcC+Zsral2oQtfh7/3e78k3v/lNecc73lHu3alImBEU4Bvf+Ib88R//sd7z+XwQEJW789zCwsKiFsQq7njG7RCI04oRrixWlHA00KECr+eeX4nJzZmARfahREpgKLipeOfJVQy/pfGgHDbZC71WJuYlmYcQwawR+Plc+ZpptqjWLryFArtoYjlyBNhFV3IBYzFrxO0iiSiFBC8iFu5PWANXy2e8FKhloQpJa2ygaaT52c9+Vlex6nxgYxoLCwuL+T9fiE/me69l4++MQyAbr+UebbmUBdZqaiaePhIokUvqOKCQN7hgfkvseOKJJ1Z8Eds4BJq4FyE5+XfTYDzXgqtptkC0XYmjnpZjtCWxO+eu1sAaIXYxMY1xGmVMEDUaxh0x9qheUOtCFQRnl112mcY1n/3sZ6vm3r2cyFV4jaauxSocuiFB022yp4sS+F23KKFUCSneh4VAAogHIjfLelNuVoJN9mJtk9lI6M2FFLnJXz3Nc3ePPKoXu2jWCF2HdNmyRgBJbXMvqfVzYOY+1qpQ5b777pO3vOUt8s///M9y7bXX1tzxlRJu1fI555yj9uIPPvhgVcxBtbCwsCjHPRPByUKEKtNtsnkdw1WJNxAiuEUJpQLJZIQqleqUuFTgvOOaB+ep1uSmsU02M+ERIBiuOpvTqEluVluzxWIBt4ff9vT01I1dNOucBNa2bdv0nkKC03Sxzqdho1pBZzfOoLUoVOHaYv/MjHJim97e3nLvUkXDxjQWFhYWSyNWcTcTT6/RmIKziWkQJRjhClykVA2g1dxMvFjQ4EAsh8vEli1bqo7fGodRs0bg6+78+0xOgMRBOEQSR9N0UC9CbM4X6xxn0FrktzOBmB1eTxwLqMOa+8h8GjaqeXxtrQpVyEsgVGGk6ec///m6yUfVWjxTt2IVd1KXizPbAuZ3eWibBx7vYR52i1Hzmgci5I0HYr1Y6LrJ3ymnnFLUYrbaMFdSBLnmwVBPyU3AZ41OLQIKHFXqZeQR4IZPty1EgG5mo+ZFDEcXq0n0Il6qpfVghCqs/1pc6zzEr7nmGp3z98EPfrDmjm8pwLMOG75/+Zd/0WIHNosWFhYWFosTqxjhfTGhSrHYw3SeIUpAWGGEKyRqFvosQ+iAYIPgduPGjXXzTOQauWc918JIOzg7oia306hblMCxuue511NyEyC6p+mg3tY6HI4CBvcZYhp4vlkjpmHDrJNaS/IboQoxbDW4Js0HXE/sn++//351VKGrzuLosDGNhYWFRWnFKqZG4x43NxPHMk2BJv9OLt7dOLpQHsIz8dlnn9UYCV5PjrZewHnEWYQcHU4yteLy7XYanS5KANQoiOWo2VCfqrXi/UzgM0RO9uDBg8pv66lxnjiXmAZBFk6C5DFYJ3zuieXNGiG+rSWxQ60LVagxv+51r5uq09TStau3eKbmxCpzIUKzdR8eDbOpefk61yQlZIqbI8XqWplxPRdwzs0YGJKbtUr+ipEiyBBWgtiLkeCst+Qmn51aSeTPFabjlOPGZq5YF6shRdwDTJKX363mBysJbEb/QPxqUahC5+Eb3vAG+dznPqediLV2fEt5L2D24fnnn69d9xYWFhYWCxerzNZ9ONd7snHT4CuJXSNcoSA719eC6xDccl+vp458YjkSPtVik73QuI04xsQ0ZrQlXzl+nBJrcaTnTICv02hSS4n8+SQ3jSjL3b1sGjaMGJ88CfcPE9OQ66hm1LpQ5WMf+5jccccd8vOf/1w2bNhQ7l2qGtiYxsLCwmJuIE7hnlmqZuJicDeO4vRI46iJaebaKFmvzcSG6zDmEOd3zlktwj0i14y2ZJ3wPWKbenIFNaIsGmjht0s5IrjSQM6DRupi42tNw4aJaThPpt7LGimVe1M5YznqcbUoyuIedumll8oVV1whX/3qV+vms1yr8UzdiVUWI1QplZqXmx83x2q1VlusuwZCjmq1yV4oKYL44bDBtYYIGMeVWnPTKHbsdB/yWahF5eZsMO5Bc+k4dY8dgxSZWaysk/mI4CoBtS5UwS3mqquukr/6q7+Sj370ozV3fMtpNWdhYWFhMTNwK1jIKNOFcnQK8YaHwNdMkpdEXrHXZh8QoNORRVK3ntw1jE02SS6EC/XwXDPjTxnpSSwHEFebuLfWXRNpOKDjtN5EWfON5bhvuYsBJu5lm48IrhKALToOQrUqVPnEJz4hN954ozqqVEonXTXBxjQWFhYWixerlLJGA+CopkYDb+X5bWKamWoQ9dpMbNw1+vr6NG9da1xnJrAeabZAjAzc40+Je2u50M3nDDdU1jz8tp5EWdwTOPa5xHIm7jXCFeocJu6lRlNN5w2hijuWq7X1feDAAXnta18rF198sXzjG9+oueOrx3imbsQqpvuQG7O5EKW+GHNR8/IhQsGIim/NmjVSLyBxBfmD9HFzrKbie6lUypBe1oQpBqDoNMUAiFGtkSJch3gg0nGJQruWjm02GGt0yC/kb77uQfw99w9TMOK+YkZKsVWyyMsIVRhzVYtCPDotUOr++Z//uXz84x+vueOzsLCwsKh8scpiuw+PBl7XjIFhAyaeMc5vxFske+pNgG5ECwg24Dn1NDKDRBexHECc5O5QdLtpsE5qrUOP+P25556r6Y7TYuAaI9Lm800X3nzvNdwniHtNope/d7tIVnIxqNaFKp/5zGfk+uuvV6EKeSkLCwsLC4vlFquUWqhSLJYy8QzNgWYMDJtxfuP75PnqsZkYETYN2MRytcbd5+KugVCXupxpHGVjLZp4hmb0Suaq8wWfQ+MexDWvtbGds4HmGuJ3Yjkaa+cLt4skIhbuJWadcC+p1PtGrQtVuK6M/jn33HPVIaSWPq/1jLoQq5S6+3Ahal4K1nxo+Dc3CB569QJu6twc6bjEJrvWbo4zgXWHUnffvn1FO05NMcAkemuJFJlrznEcf/zxFfvgXoprjjCJpHaprNGnj5TiNU2iF4JUKeeWa05Cu1aFKhDbyy67TN1UPvWpT9Xc8VlYWFhYVF6heHqYttRJ3eng/dwJPN6bIjPiBArY9SZAp4ANt0eADg+rF5h57lzzYh2nphgAXyW2IWlnigHw1mrmTEa0wFqfPtKzllHqpgP3SCk21ozbRbKSEua1LFThns4Y029961ty7733am7GwsLCwsJiqcDzn4JpKUeZLgRukTVCWrgqvBbhAqLNehKgcy7cAvRK4mBLDdNADv8hdz2TmwbrBC7snp5QzTGvGQNjGsireaTNQpsOShW/m3sJG/cSzAlMjYa6X6XUPGtdqMJn9PLLL9d72Pe+9726WtO1jpoTq0xX7RoCZA6zHB9O3AZQbVLMZT+KqXlrFUalXE822e4ZgCRsSXQd7TobUmSKASTwqpUU4QrCAxFlej1dc2OHz/VDqLIUn23IBsGUCbBYF4YUldOZp9aFKhBbhCof+tCH5G/+5m9q7vgsLCwsLCpfrLLcQpXp4P1Nsse8t5njzNdaThAYm2wz8qjWCtizgY5LkpvEJccdd9xRuaabq/LVJPBYJyTwqoVDuZsO6ska3Qjl4fXEFlhll/qamVHKJtFL7Ghs+lkr5ezuNWNcieXm645Z6eC8//3f/7380z/9kwpVcMuxsLCwsLBYTrFKOZqJp4P9oRkNngoQrZgaDc/+auGqC61PweuNGLmam2TnA9YdYmQ4HvznaA3k/L57egK81Ties06qaQwM9SVqNDM1HdQyiOOI4ZfKNMCMUjYxDXCL8ct1rrnHEcsRh9eiUIVzjus99acf/OAHVVUztahzsYpbqFIOAmQeCog1AMlNMF3NWyudZzPZbNXbyCPWHOIkVLgkN+dLYmYiRSaBV8mkCHESCu0NGzbIxo0bpV7ANUOcxGea5OZyJFndNv3cU/hvNylarqIRa5XRP7UqTnrhhRdUqPKud71L/u7v/q7mSJ6FhYWFRWWLVdyjTMslVHGPvznmmGO0+5DnP9+Dh1DcrlaR9dFQzzbZOGHA64njuO7zXXecOzdX5e+NyJr1Uqmcyi1Ap+mgFE6J1VTEILlJLIE4aTnuNcTMJsnLeuEzZu4ly1k0qnWhyle+8hX54he/KHfffbceo4WFhYWFxXKKVSqhmZj3J57BJZIajXFXMVyVGMbUaKpJZD0X0CCLUKW3t1e2bt1aU8c216YDYrmFcLzpjuemCR2uWslxArzeTDpAgF6psddSYM+ePdp4wOecmtpSw92EzlohvsGV08S+CEeWU6hC7XAhY1wrHdQdr7zySs1P/OhHP6orZ6h6Qc2KVSpBqGI60cxDYbqibnrnGTeSWlDzGsUq9rn1ZpNt7PS4djwQS5Gsn4kUVZozj5n7COmtJ3ESwdczzzyjpITEXznERHzmCLbMOoGQuknRUu1TrQtVSFgz//BNb3qT/OM//mPNkTwLCwsLi8oFcYJxUiln96Gb19OBB/8sFvO4RdZwEMNVqzmB4Ob1dCVV87HMF3DKJ598UjuWSmGNbsbAmAQe67sSnXkMr2df4fUUMeoFfHaNU2K5ihjkcYgpWSN8hXubLlYSzUvVoYhQhQ1xUi0KVb7+9a/L3/7t38odd9whZ599drl3ycLCwsKiTsAzyAjwy+kQWayZeDqvZ99oQHSLrE08U04n61KAY0J8T9523bp1Ui/gmiJOIl8PxytF04F7pBQi60qt5VUCry9nLt/w+nK5Y5omdNYK9RrWhqnRUMtbiutR60IVzuNVV12lTS833njjsgmALJYXNSlW4cFR7u5Dkisk+CABmzZtOuo+sN+1oOY1nWh0WtabTbaZ7c1DZ6ns9KaTIhKoJoFXTlJkXHSKzX2sZXCPMd22JLQr5UGJWMWsE0g5Sm+36rsU66TWhSqosC+99FKdgfjP//zPNUfyLCwsLCwqG3A+Eg7l7D40Yy1J3MLr51LEhYMY4QoJBeIYE9NUsjvgTJ1oHDP8tp4sk/fv36/xHMe9cuXKkr8+a5rRL2adGJG14arl4tNud0ySm5XC65cDXA+Smwt10Vmq+w/dc8Z1hfuhcXBC4FQqBycS2gjyalWo8u1vf1s+/elPy6233irnn39+uXfJwsLCwqKOwHMIkUi5hSpHayaeiYMYrspxmNx7JbsDFsPevXvVMXqpeH2lAgE04iT4I44qS8HreQ8jcKKmx7oy8Uw5BU7GRYeGg7nUJGsF7jGu1Gho9q4EcA90u0iSEzHClVLVfGtdqMI9/A1veIMKzm655Za6aiipN9ScWOWb3/ym3owuvvhiXcDluCFDBLAYgwBhrzZfVKuaF/KJQIeEI0Sgnm4c3DRJaJM4O/7445dl3VUKKTIzAHkYcvz1ApPQhnSQ3KzUbluKXe4ORfbTrBNI0ULWiRGqrF69umIS2qXEgQMHVKhy0UUXyb/+679W7D3XwsLCwqJ2C8df+MIX1OJ0LgnVpQAJDxJ88E2EKgsRmlD0N0lenCooBJuYppLH6ZjxNwhycRapNZ4zE0gLGIcJnGQQkCwH4JVGZI3AiWYHs06WK55knXPNicOJY2tplNVcEtrEsZU8xpW1aRycWCv82wjhiGkWuk6MUKWSEtqlPGfXXXedfPzjH9ek7oUXXljuXbKwsLCwqDPw/KG5EcfictUz5ttMXOx5atwB2eCMbnfAShW0s9+IVMhvEsvBm+oF5MHhtvB5YprlcHCcLnDiv90Cp+VaJ9SJiOHrzUXHrPe+vj7l9ZU6nolakruWB9xjcheyTsx6Jx5iwkWt1TDIFVxzzTV6777tttsqasqERelRc2IV7E3pHuEDT7ER1RVfl2Mhmzl43Bh5GJZiJlq1qHm5MaLaZH9KNf6mWsD1Ibm5UOJbCrBO3DPhl4sUGWu15ZoBWEnkwhRwqimhzX6zToyi16wTQ4rmQuCNlWCtClUIpC+77DK1yP5//+//VWzgaWFhYWFRu8Dd66Mf/ajceeed6nRw9dVXa0xDfLEc3B/hObzeuAWWIsFHrGDiGbiIcX1jq6RkUr3aZLvdMRFhl6twj8DJ3XnGGnSvk6XgnSaONQnteuJ+Jo4lhl2/fr1UC8yYXDaOgXViYpq5uo3WulDlBz/4gT5HsMm+5JJLyr1LFhYWFhZ1CESTf//3f69OjTSDEdO8/vWv1/zjcuQSF9tMPNMIdhPTwFuNcAUOUiljLcn94n7OvpKzrqfirnHHRPyOm0w56masE8TgZp3Q5GrcAVknS1VDMHHscccdp00X9QLO93PPPae1YHh9JTfFuEFNxqwTYhqzTkxMM5emaOJYajQccy0KVYj53vrWt+q5uf3222suZrOoA7GK+bDzQf3Rj34kP/7xj9XKmACdJC9FyKWwd6VoVGZBogAAtb1JREFUjVKXDxGF+6W4MZqHHUlEbmR0PBpBQjnVvCjcSPBxXklo19qNcS5EgPl/FBMqAcVIEevDPOxKQYp4jxdffFEV2uVMaJcDpvOScwDpr5RgZKHrxCR652LBXutCFT4vjP2hUEFQXa3X1sLCwsKidhxWGN3w3//93xqcw+eMcOWMM85YEs5N4RdBLgndpZpvTQxjnDToLKILyAgS4JTl4heIhOC3xDPsS72NtWS9wesrxR2TdWLG5PIVbmpi31JZJpsxrghh6i2ORQxETFNJcexi1olxkYS/m3UyUxf3jh079PNei0IVQB7swx/+sNxwww0a21hYWFhYWJTb8YBnEzENccYFF1ygMc1VV12lz+tSc/+laCaezfWNjdqIW5BQLvdteJHJWVOfqlQX8KUA4hzqUz09PUsWx84XXAfWhlknrBnWo+GqpRqTS30GwUa9xbGc32eeeUZzGPD6SoljF7pOTI6EuBzBlanlFROc1bpQhXrmO97xDr22d911l54Pi9pHTYpVpiffGNXxX//1X0qKmF3GiCBI0RVXXFGSRBdJLogAIgBGoSyHy8Jsat5SznCeq002xWs6ECuBCCwXzPibSiYCM5EiQ54XQop4TVTxFBdIaNeTQhvSD/FFGAbpr6XOS0OK2BCxkLg164RrzM/NLPtanHnJeuaZgN0/nYjV4pZjYWFhYVEfQFR6xx13aEyDgAWROAleYppzzjmnJJyEhC7JHpJ7zLheLhGwW5BgxhWykZBYDr7hTmgjRK6nRIiZ527cAis1oW0skw1XZV243QEXOtYSoQp/v1xjXCsFnEMabWqt89LtSssxsm5Mh6LJkdS6UOXmm2+WD3zgA/L9739fnxEWFhYWFhaVAjg3zmbEMzQXP/LII3LuuedOxTRwksXyMdNMTOwEt10ulwV37p1Cs8m9sxVrBlwK0EDtFmHXUs56LiJsYhpGWuIWWKm83rgDmjG5JvfOttD6Ck6B1DupUyzXGNdK4f04CJmGi1IJfyoB1HlNjoS1zX3MxL7kKqhPUaMxTri1JlRBiPPud79bRVh33313Xa3rekfNi1WKFdmNmpdkLLN76U5cqA2dUW2S/CDJVS57MUiRcVxZLjUv78dDgeLuciW0K4lcQwaqbfwNpMgk7xZCikznJaKXWiMCc50BSJCBKK2WST/HaooBFAZI7EKEVq5cqfaZtUaCSGpfeeWVKsTh+VCphRoLCwsLCwvD5wjaiWcoTMJNeI698Y1vlPPOO2/ezmBwW1PAheMQR5R7hjMcBK5leCp8eymSjryn4bbLmdCulG4l4lh4D9e9WhzliEeIY8w6gaO6mzbmchwkNeH1OAgRy1ZqQnspwHmjiIM1Op2ntQrua1xns07IkRC7su7psmat1BqY4/6e97xHvve97+lsdwsLCwsLi0p+TjOmh3gG4covf/lLFZIaF0nGcc6Xn5WjmXi23DsbzYAUl01Ms1TOD7wPx07e9thjj60rbss4d+pT1OWqSYRtcu9GkABPNetkLmMtTQzP56jeGi6IB40ojftGLefxEeBNb9rg2iNKoy5Za822xPbvfe97dW3fc889NRmzWcyMuhKrFBtjYoQrPNDPP//8KRs6Hu5HeyiYETBmxnOlEIHlUPMa1SY2Uwhi6m0OHg8HiEA1d2NNJ0UQZmNDV4wUkcxHpczfIVSpZSIwHSQ1SWjXqrXa0QIe1LqsD84DMAUBilnVLtpBcMg9n2MhQF5qAdbXvvY13Xbt2qX/TaHgL//yL3VEXTHwfPrc5z6nzysIGwWVP/uzP1OFsYWFhYWFBbzsZz/7mcY0N910k54QnMIQrrzyla88Kl+D3yHgp/gPtyXpUSkJKPipiWmAiWforCkFF+PcEQOCerPJNvPccRmtZiGyW5DAxnEZJw3WSrFrylpHpLNhwwbtvqwnGPck4plKdQZdKhDDMx6aexxrhq+mQ7Gc48dKBQSM73znO+Wb3/ymWmYvNWxMY2FhYWFRSj4HRyEnRw7s/vvvV7EJohXqNHMZQ05uD15vHPMqhduSRzU8lUa5UjhpzOSYx3miPlVPMGNcq70+ZQQJxm3UNG1wTMXGWvKZef755/X3qdFUSgy/HCB/wRQNU5+qNbHG0QR5OFKxHsiXcA6o0RgXyWrPZ/A5+NCHPqT1dnJcSx2v2nim8lC3YhU3OAUUDs2oID702GkbGzpG3LhJkRktRAK1kkfALIWa19hko1olqVtPqk1352UlzXNfSlJkZsJz7CaZTyGjWjovS0UEEGuw1qs5mb8QsNYfffRRdU4i6OHzT4LfqHk5NxSMTKJ3uawtS3l8BL+IkG655ZZl+UzzPny+EJ1wPr/73e/KF7/4RS2aIFyZjp///Oca0GLTDun8yU9+omIVRkBceumlS76/FhYWFhbVxedI7v7whz9U4QrPaYQrPOsuuuiilwgy4X10rMBtKlmswfPSjPZgg5caMcJChbOIGnj21qNNNsl8hCp0Htaaq4h71jfHOT32Jc4hjq83Z1CAUIOkNsWfeutQo8mGrtMzzjhDP/MIwI21tnGRNPFMsYJApeO+++6Tt7zlLfIv//IvKmhfjs+0jWksLCwsLJaK9/OMvvHGG7VOc++992o+zAhX+Pf05xx1in379lVcM/FsTaPwD8QqhqfCTxay3/CbF154QfOJNF7XWxM6/JY4ltpFrcA0bZi1wn+7Y1/WiWk2wVWklupTR4OpT/GV+lQ9CVW4f1CjMfkL1gF1DbNO+LeJfVkv1eYYyzX9wz/8Q63LUwvBAXWpYeOZyoMVqxR52EFwEK2wYUOHMMGQIqxymQFMwuPOO++sKrHGdDUvNzeIzFzVvPVsk01CC1cRCEIlJ/NL3cnKA4//BpCfenNUQeyFUAVBRr3NsqfjkGPHepOAb6bxY0a4QkEARx5DoEvVIbBUYN+xx+aaIvwopwqd9YVghWfLXMDnkOLj3/zN3yz5vllYWFhYVCfg7b/4xS+mZsIjWsfFi3jmNa95jY5Gfetb3yp/9Ed/JB/96EerRqwB/+BYTExjuonmMwKGv0eoQgJk69atdcXvSIwT08DtcBapZSDWMsk7Yl9E1cTDCLA59nq67qaQUW+z7I09OvkdkvnF+D73SiOGM7Gvu0Ox0ps0HnzwQY1p/vEf/1FjiXKuaxvTWFhYWFgshWCdsafENLiIwWFpLsZFkjzt3/7t38q//du/adxTTUJkt3CWrwsZAVOrYo2jAa5GLEvtgvxopeefSxn7EsvATVkf9eaoQmMOMTzHzpqvdI6+FEIVnJkQphUT1pvYl43PBnVbI1yZyz2l3J/pP/7jP5YHHnhAHVXKeS+38Ux5YcUqR3kg4CBibOhQdUEeSHR95zvfkVe/+tUV/UEvpZrX2GTzfWY815NggZs9D0OuPZ1o1ZLMLwXoOkXRCAHg8wApMsk7tlpWsCJmQKzBZ6Le5n0eTahSDKwNNyni82KEK4j6Kun8IUKiQMdn+/bbb1fSVg6QHKf7ndny3GNw7pkNfAbpKiEwp8uEYqOFhYWFhcVcgv+HH354Srhy4MABTZBeeOGFct1111WV+H76cxERfX9/v8Y0PN/pNjNJmWI81YxxrUebbDMCBr6xHJ1KlQRG2CLWgPPBc4nnDU8luV9JPLXUwEF2586d2mxST4UM7g80GFHEmUmoUuxvEOCbPAmxsNtFcqnHhc4X3NdpqmJk6Ic//OGyrWMb01hYWFhYLAco2uM2TI2GXB75eQrY/+f//B953/veV3XOaO7nqBGuwEGIYdxu59Of78R2Tz/9tJ4P+F0tizVmGgFDPpdjrzRutpQgfscdk/w7a4S6BY6AJvat5XNhjp3jpi5ZT7U5rjc1mtmEKsXOF/Ve7ifcW/gbE/uWaqRyqcD9DAf5u+66S4Uq5WqosfFMZcCKVeYIEh10IxqlK0ovCth0J7JVs+sCxM4kZLiBkbwzjisk9Ej88kDg39wU6+mBwIOfY+fhX48jYDh2I9Yw33Pbi9UqKeLYIALYo2/evLlqP9uLEapQwNm4ceOCH/DusVLAJHkXatdfSpLHHHcENRChciTtmSV77rnnanBF4vz666+Xyy+/fMbfJwBlHB37zrnD4vv973//su6zhYWFhUVt4Otf/7r86Z/+qY4FMqMxLr74Yi148iyq9K6bo/E303XGv0nEmEQvQvt6tck2Yg2udz2OgDFiDTrwiF0MTzUia9Z7pSbvFgOEFxz3nj17tPOyXOLsahGqFANiFRP7wsd5HRP7LtSuv1QgXkPA/ld/9VfqjlWOfbExjYWFhYVFOcD4kze96U36rD/55JN1DCoczjiunHnmmVXL5yjcmnyq4akmnjE8FpdEMwalnpqJ3Y3U8PpabqAtduw0ObrFGtTrDE/lM4GYwayVWhIwcezwXhz/iWWr9bO9XEKVYvcUHKpM7IuQxTT4kBco5+eIffvEJz6hDbmYRNBQtNyw8UxlwYpV5gBGASFIeec73yn/8A//oDcGHgJuGzpUX/wOiV7mhtWCmtco7xCzkJCp5uNaCIxFOEXiehMsmGNfs2aNPiiKHTukyBQE+P1aIUV00yHSwXIMV5F6uu6lEKoUIx7cLw0pgmhBiox4ZTkDKwguc9xJXP/0pz8tmw06+0HhgM/Nj370I/nWt76ls+ZnclbhHGJhTuHtnnvu0fE/EDk64i0sLCwsLObK8f/X//pf8v/+3/9Td5VXvvKVWtDFZQSXLzoUEXLgHElM8/rXv14TotXKgygyG54Kt4NvkJghoQ1XrRe4LcJJaFeri85ij30msYbhqaYgwBqZ71ipSj52XJQ4duK0ekGphCrF+Dv5EdOhaNx52BC/L2eehCIVI0H//M//XD7+8Y+X7T5tYxoLCwsLi+UGuTHiFPK13//+95XjwPvvvPNOjWdwXiEnjXCFGg2NYtXadGuKzCam4b8B4z3gd/Uk1qAGQZ2Ca0t9qlqv6UJAoyN1CjjtTLU59wQFmjMRdhgxfjU3o8zl2GtdqGLMA0pxDYmTqP2YGg11BuIYI8Zn3SwXuJ8huuc+jqOKaZRfbth4prJgxSpHAclNivWf+cxndKb7TL8DGUK4cscdd6itslHzkhSs1hspI5CwlTPEb7qat1qPay4gAYWtXD1ahENqzCz7uR57MVJULXPx3CBZDflFqFEu27FaEqoUI0W4FZm1wntSNDGJ3qUUOVF8wBaUxD2jdCqpq/iSSy7Re803vvGNOf3+Bz/4Qe0OJxi3sLCwsLCYC/71X/9VRffELFu2bCn6jH7uuedURImYBRELghaSvCSEeU5XC58rZhWNQBR+CveAm5qYhmRvrYIEEGN/SHLX+jz3YuuZWfZ0ps712E3yzhQEiH+NwNq481QDOI5t27bpeCzEGvV23Y1Q5YwzzliyY+e+QsxrEr181twukkspciI/g+Pvn/zJn8gnP/nJirov25jGwsLCwmKpn/Pwule96lUa1xQTLFDcpjkN4cpNN92kgo4rr7xSY5rzzz+/agUexDIU7XE1p6mYzS2wrmXxhnF+5zirebLBYhz/4ZdzPXbWhtvtnLVhajTVVM9DoESdwkw7qKfrvhRClWIw7jxs5AyInUzsSz14qd6Xe/n//t//W7797W+rUGWm5t1ywMYz5YUVq8wB3NjnWtjkAcrcRIQrt912m3buQ4qMDV21kAe6/inqolrkBjVdzctNxdy8eGBWy4NuLqADjeQmD4Oenh6pJ/Bwwv4KNSOOMgvBTKTIzNqs1LXC+kaogovOunXrpJ5g3GSWUqhSDASRxsmJhC8FI5PoRcRSKlLEmvzQhz6kaxsSVGnW/3Sxs+a+853vzOn3GQFENwkWeRYWFhYWFnN9FlKIJ9kz14KvEa7AEV7xileo4wqCfIT51ZAsQqiKVTTHg1U0YgME1iaegXuYsR5spXJgqAQYi3ASXST1cYGoFxC3IrZivSPWWOioUrfAGq4MNzVrZTm7zhYq0uHYa1mMNZubzFIKVYq9LwUkk+hF5GRGkBHTlPKzh6AQocrv//7vy2c/+9mKuw/bmMbCwsLCopJqNMQC5M2IaXAnhh9ToyGmwam4WoTIJlfvbiqFm5qYhtyqEa7AParVGXCmXD3xHDnTenQ/Jw4n9qbZZCHHTlxEzGtcJI3A2tTzKrVOCZ9GrMG6Pu644+rquhO/P/rooxp7LqVQpdj90u0iyX3ErJVSipyInb74xS/KV7/6VW0mZrRTJcHGM+WFFassIVCnGRu6W265RZNFbhu6SiQPphOrr69vRqtok5ChW4uHHTczc/OqdjUvM80pAjP/j4d2PYFrTvclAqVSFfOnkyLWjiHQlUSKSOiS0F+MSKdaQYADASy3m4wROZlELyTICFdI+C50rRCMfvjDH5aHH35YR+1A8ssJZjGSZCbQIvC4/vrr5Qtf+II+K17zmtfItddeq2vw85//vP4+X0m447wCYUUEieX31772NXVYsbCwsLCwWErA3Xbv3q3xDNtDDz0kZ599tsY0JHoZm1iJySPiMJJ7FKwZ/VOMRxDDGDECHMQ4Ay51J9FyzTTnmIlpqrWDdDEiHc4BIp1SFSEoApi1YrrO3CKnSlgrxkkHp0i440JFOtWIcglVZhM5sblH5RoXyYWuFca0EUMw0pT4oNwNIDamsbCwsLCoJpBzfPDBB3X8KcIViuGXX365xjN00lcqb9q3b588//zzMzbUGgdrU6Ph3+TbDfeoFkFOMXA8CNC3bt0qa9askXqCcX4nT89WqhEwcFMjciLH7F4rlRIzYgRAnYL1zrWvhDhruUDMybEvt1BlpnqeiWmIsY3jKHW9ha4V1uBXvvIVFavcfffd2lxRTth4pvJgxSrLeLO55557pmzoSB4aG7oLLrigIh4I3HggATwUEKrMpROLm8xMat7F3LzKJdJh9BHHXmymeS2DkSIkwJZSpFOMFLFGjCChXGvFKNSx0yu3kKFehSrFSBHE3BQFKCa5SdFcgy1e5yMf+Yjcf//96qhCQa3c+MAHPqDPAsRhkE8UxP/rf/0vFaoAuju4FsZl5VOf+pT853/+pwaoFNFQlH/0ox+Vt73tbWU+EgsLCwuLegNcjmIw8Qwukr/4xS/UsYR4hkQvfKISkknwTTrwEF8jRJ6rXbJxe+MrXMOIEUrp9rZcIh0K5PU219s46QDW5VLFFqbrzKwVnDNMkhcXyXKsFeMmQxxP0q+enHSMUAVuXWljj8yoXDYEcVwX0+TDfWWun8+dO3fK6173OrnmmmvkS1/6UkV8rm1MY2FhYWFRraD+8atf/WrKcYWiLM9ZYhpyc5XAJYzTJfl6eO1c3DEBYhWTdzeumiamqSZ+SA6UOo1x/K8nEF8wxhY3laXKYxuRk1krxBBmrcBVyyXeYs1Sp0CcRNNmtcTgpRSqEE9W0tgjU/s1MQ3rhrVi6nlzdRzldWi8ZfzPHXfcoQ1Q5YaNZyoPVqxSBhgbOpK8kCL+221DVw7yQCLFndxbiPK2WtW8JPeY/Uximw68erNLJvlFxywiHR6Iy/W+ECHjuFIuUsRaJbFbSjeZakGlClXmslaMDTtrZabPK5/rj33sY0qAuN9W8jFaWFhYWFhUG3g+w6OIZYhpcC8jqWKEK+XqgjIiZJJbuJgtZB9IYJuRlryee6QlfLVSEkczWUXPR6RTK0AET/chcTRC4OVybzRrxSTvOOdGjIAz4HKICtgHEtpm5FOlxtxLdR+i4YKGk0oTqhxtrYC5OI4ynvnSSy+VK664Qu2yK0GoYmFhYWFhUSsgd/jII49MjT9F/Pra175WYxoELAjAy1WnoIkPbrdQfoOI3YgRqHlUy0hLU6eYj0inVmDqFMTVy9lQa9YKHJV1Z5wB2ZaLX7NGiecYdUWtop5QqUKVuawVXEZN/DuT4yif629/+9vy6U9/Wh3jzzvvvLLsu0Xlw4pVKsSGzqh5KcSSiCDJe/HFFy8LecD6jocBNxSK9qVK7lWDmpfzT3IPsQ5ijUrZr+V2k4H8loOAz0Sgl4MUEYAw0x1reB6q9QTOMcUM97zTaoGxYWej+wGxCuuErxRnuH8R2GHlxj0VR5XNmzeXe7ctLCwsLCxqmlPyTDbCFRzE6AQjnnnjG9+o7nXLkXAxToFY5i7FSEs2YDjqcokR5gL2kfE3JrlXyQmupXKTwRmTa1+ua2KcAU3yjoYUt+PoUowANmOPeC/iuWpxNa03oUqxfTcukmzEN9xPTNMG6wXgZEXBjLzQN77xjYq531hYWFhYWNQi4HI08hLP4CS5a9cuHRFETMPIoOVwW4TTwe3geIg1SlWnQNRs4hlGWpZDjDAXfvTcc88pN6JGU846RTndZMpdpzDOgKwVYkxqk0aMQLy1FJ8BM/aoGusU9SRUmWmssnGRJBZlrfDZJZ7h/sXn+nvf+566yt98881q1GBhMROsWKWCABFhDrwRrvAhp4sGNS9JiqUgD0a1iFpzKTsgK1HNa+a5kzhk/M1SJBArmYAj1ICgVpqbjJsU8RkwYgQedqUiRYYALuXYo0pFNQtVipEi06GIjdwvf/lLedWrXqXfpzMCRxU6iy0sLCwsLCyWB2bsI4kIkrx33nmnOpyQ5CWmwfWi1AVXMwZk//79yu2WqgOP94E7m5iG2M0k7mZzRliODjy6L+E8q1evlnoCzREk97gOjEqslOQea4VmDbNWaA4xIy1ZL6VwP6HpgoIK70VCv55iWdN0wdo/44wzKiqWXag7LfEM9zDuk8RpdBxy/yS2+bd/+7ey3V8sLCwsLCzqETyf4dfUaIhpnn/+ebnooos0pnn961+vItNS805qJ9QpqJMspVPg9Lw79SZTo5nJGWGpQVxlRlpSp6hU55elAsIoHGUqzU2GeMM4jjKeyDiOEtOwn6WI6xHEENNQl2T8T70JVR599FE9l9UmVCn2GTa5kuuuu06dVIhnenp69D5KfggBvoXFbLBilQoWE3CzMjZ0dNUwN9HY0FG0Xyy4eUAEsMlezqL1dDUvRIjux+VU85IwNB149TbPnbWFPTpJMQhgueYQzpUUuWfCk4Q1BBrF6UKuG1bKzP2sNAK4HKgloUqx+8rtt98un/vc51SIxbqm84F7Jl/r7VpbWFhYWFhUytjBW2+9VZO8PKfhcFdddZU6ruCGsFgODq8lnuF9KNgvVyxhRDkmpiHpu9QuGrO5ydTjPHeuOby2GmaaG8dRCgPs92IbNxBmU8wgYUxMU09ChloSqsz0mf7ud78rX/7ylzW+wSGSwhjbOeecU1fX2sLCwsLCopK4h3Fcwfnkggsu0HzjlVdeqXxusTwUfgi347UQoC9XnYK8uxGukHcnl2o46lK5aMzkJkNcB6+tt5GWpumCGk0p6n1LBbfjKGuG/15s4wZrjokHNB2sWrVK6lGogvBtuZxol1O48sADD8g//MM/qOM9awOhCnkgtnoTJVnMHVasUgXg5s9D25CiHTt2TNnQMTJoITZ0FOx5GJbSJrta1LxmnjvKvqV0k6lEQEJZS3wloV9NBHA6KYLQzWXOtxuolFErQwD53NSjUIVkPh3OtQbWw9///d/LP/3TP+n4AdbLTTfdpBtFrFe+8pV6/6y3625hYWFhYVFJBfs77rhDYxoELDyTSVaQ6D377LPnneAisUkXlklslmucJxyELkCK5/BUuiLhpqbrbClGs/CexITEdHB6RNz1BBoeuPaMPNqwYYNU40hL07gx3/iX+BlOz3pfyq7bSi4Wce4Qu9WaUAWQEyHHwyg1OhJJ8BLP3HLLLXqtP/7xj+tmYWFhYWFhsfwwHJx4huZiis3nnnuu1miIayi4z7fOYAr2hteWq05BgXm2htGl2C94MSIdRDL1yGsZe8S5pk5RKeOYFtK4gcCaGg2x71zjX/6OZmpqk9To6gm1LFQxIH754Ac/KN///vf1GpsazS9+8QvN3SDO5/sWFm5YsUqVgYfBM888M2VDh4OA24aOxOhsNzgz2xmnFm4MlZTYnK7mJQFnHFdKpeY189whf+UkgOWAuwOv2scezZcUmWCCTjUSm/U299LMfqxlocpXvvIV+eIXvyh33323XmM3du/eLT/96U/l/e9/f1195i0sLCwsLCoVCDp4ZpPopQhLgpLORBxXXvGKVxyVpy6XTfZCgHDFcFT+TRLKJHpLIRSH9xADmsQmAod6AvEiic1aGHtEfOYuChD/mrVSrCGFmAehCiIN5tnXkztoPQhVEC9xH6TbkHyP+35BroTkLufBznq3sLCwsLAoP3gmk2c2whVGk5955plTjmjkX4+Wg8RRA8ECI0B6e3ulUkAzgBn/AvfmOAxHLdX4FxoZ4LVmBEo98VrjDkpDdbWPPTKNG6amx7+5pqZxo5ij/8GDB3XMFvFMvbmDksdgjG0tC1VoTHrve98r3/ve9+Saa6454mfEvPyce2Ql1aUtKgNWrFLFMMITI1wxNnR82ElyIPRw3/AgASR1wXLaZFeKmtc8CHkQ1Ju1mElsQn4gApWU0C8VKTIEejopIunL56Svr08Tm/WW0K8HocrXvvY1+du//Vud605ntoWFhYWFhUX1AKcIXNFI9NJtA89HhI/jCs5o0wUexiqZWAfBQiUneBg9aoQr2HsTx5iYZiGjOImREGrwupU+znMpAJ+ncYOxR+V0B10KcG3dM+FZ18Zam2QmnxMSmzRx0IVWTwl9+P7zzz+vsR6jf6o5oT8TuD/QkU3z0Y033lg2pygLCwsLCwuLhXEVGoMRrVCjYQQGjaJGuDJ9ZCVihV//+tdauOb34HqVCvYVQa2JaThW9/iXhXBSGlDJVSM8Z+RhJcdzS8H5qeHB7Ynnqsn1fi5gTZu1wnWmYdjEv9QiiePh9TSc0Hhcj0IVPjeMPqrFdU9D0jvf+U751re+JW9/+9vLvTsWVQYrVqkRQBQYcWJGBWElxUxjQ4oQe5DwxVLuO9/5TlU9CEuh5jVjjxBqQKjqCSSzEaqQHK8HpfJ0UoTLCmuIa19vJMgIVSD+a9eulVq872GP/elPf1pVueeff365d8nCwsLCwsJiEcA94L777pMf/vCHKlxBcI1whXjm1a9+tX7vwx/+sFx//fXymte8pqoSPNj9Go4KR0N0YGKaubhEmLFH8B8aD5ZivFAlg85VBOgk9Enw1TKIXVgjJv7l2gPWDMdfT9e+HoQqNFuQq+E+gNNULR6jhYWFhYVFPXEXeAviU+o0jPSjcZZ4huf9+vXr5dprr9VaBS7Q1eT+bZzOzfhTOKoRrpBzn0tzrBl7RK66Fpsq5xLPASYe1DqnR5BjHFeYdkB9knNAwwlOgtUUy5eiXkW9ls9JrQpVfv7zn8tb3/pW+Zd/+Rd597vfXZPHaLG0sGKVGrahQ7SCohe7WB4GqFV/8IMfqGChWm8W81Xz8vPt27fLvn37Km7s0XIlvlBsMvtv69atVXvdFwKuPZ2nkCHcVEj4kgA0jiulGi1VqagHocp1112nM9tJ6lo7bAsLCwsLi9rrOnvwwQenrLVJbJLwet/73id/93d/V9VjQDgOE88YrmqEK8VcAOt9njtNGYx1RKRTj/EciU2uPbEwiU66b00MXE1NKPNFPQhVcL/FHpu49Lbbbqto91sLCwsLCwuL+XMZ6hgI7olpcB2Ax8NpaL675JJLqraplGPDGc7ENMQrFOKNcKWYEAP3GcaZ4hJIraKeQPxHMzHuefUWzwHiuR07dmgsx7rh+N1TFKr1czAX1INQBTepN7/5zfLlL39Z3v/+99fkMVosPaxYpcbxyCOPyBVXXKEKXh4C3Dh4IKLkLWZDV004mpqX44IAkQAmsVlv41+MpR4qZRx1qvU6LwQkchn5BPlh9A/JXTp13aOlIM1mvdQaKUKoAgHesmVLzQpVvv/978uf/MmfaKcCwZ2FhYWFhYVFbYLn/ic/+Un56le/Kq973es00UPx+rWvfa3GNJdeemlV83xiGNNxhpskyWuTuKPT0rgkmrnWtcRZ5zr2lvE/2GRXU+dpKRsPent7ldcTzyFuMI4rxDqtra1T66WWxBxc++eee07jtloVqpC4pvsQB6nbb7+97ta3hYWFhYVFPYHGYmIZ8tHkahmDSmMx8Qwb7nnVyvPhbXBUU6Ph3zQVm4ZRxNW7du1SwQJ1qVp3SSzG+Yjn6nGcJ0CkgpMQ8RzngLoN9ToT07B+jNCJtVFLQh4jVOFzUOkjjBeKhx56SN74xjfK5z//efnDP/zDmjxGi+WBFavUMH7yk5/IO97xDvnrv/5r+dM//VP9HskeY0N37733qprPCFeqWdnHQ21iYmKKFKHmxU2G4+FBWM0J7IWARDfzD+vRUg/Cg6MKiX2ufbF537VMilDsI1LCSQdLvVrEj370Ix0BcMMNN8jll19e7t2xsLCwsLCwWMIONDpzcIrEdQCxBjyOZB98ACdJHBQRrhLTXHbZZVXtnoe4Gh5PTEPcZqySV65cWRfjPN2Anz/zzDPK2RGfV7OTzkKAEIV1TjFj06ZNRdc0Ma8ROhEDEPMaMT7/rtbPgRGq8Fng2teiUAWBCrkarttdd92loiMLCwsLCwuL2gQ5epqJyWEyIgOOTx2D+IZ4hq/kpa+66iqNac4888yq5v1GXM3GcSJWIc5BqMJx1hM4F4jP4ejVXHtbCMzEg/3798/YeGCa0c16gSOzRjhfbNU8KqkehCocH/ct6s8f+chHavIYLZYPVqxSo8Am+eSTT1ZLube85S0z2tDdfPPNUzZ0JMG4uaCEq2aVJ0ltSAAkCNEBooXpat5aBg/2p556SgnQqlWrpN7s4pl7CbGBBM3lWs9EimazLaxU1INQBevMD37wg+qswv3KwsLCwsLConbxl3/5l5q8RYRfzCraiJSNcIVk2Ktf/WoV4pMQbm9vr9qECYIVOD2iA+IZt1VyNR/XXGCuK8ldOD0uifUEM85zw4YN6pA5FyBqcrtIItg36wUhRLWsl3oQqpCvYI47VvjkYXBNsrCwsLCwsKhNkGemmRTHgU984hNFORlc/84779QaDXEPRX1ynsQ05557btU2VcLpydPDbeF0CFdq1RVwNvE5Ofpqnm6wUE6/bds2jWnh9HMZdcnf4Cxpmov5N3GvqelVU0zIZ9qIlGpVqPLYY49pzuUv/uIv5GMf+1hNHqPF8sKKVWoYPAzowpsLKNZDhiBFkCOshiFECFdOO+20qhGu0F0GCaDzDrEOZG66mtc85NiKuW5UM0h4kdw76aST9PjqTajCQ5KvjH1aiMikmklRPQhVbr31Vnnve98r3/ve93S2u4WFhYWFhUVtAy4G5uKSCI9jBCjClR//+Mc6EvJVr3qVxjRXXnnl1JjQauL0NBAQz5HohesR3xlXQBPPUOiullhtLqDhgO5TvsLpa73RYCZOvxiHTOIhxB5GuMK6N44rlbxezGfYuOnUYgEDURHxDHbo2P/XW3exhYWFhYVFPWI+NRpqG4hZEeLTZAwXfv3rX681mvPOO69qmirh8ghVEOnC6anBINwxNRrjCsh5gaPORcxQTeD4qFMgPEeAXk8wnN6IzxfqkIkziVkv1C4RcZkYuJLXixGqsJ/UaaolBzEf0FSDUxTTPBCr1OIxWiw/rFjFomhSmA5GhCvMTiah5bah+//buw8wKYjzj+NjYu+osYCiqCj2LmI3FqxJ7KIiKooFe+/YG3ZU1NiNopJ/7BWxiyLYxa7YISaxYNeE/T/fSebY29u92zvutn4/z3Pi3e3d7e7t7c4785t3fluhaV6uN0EVJnxoEZ7vSTL3Ra6W0rx002E3KeGietudxQCYSV1+59x+2im2h9zHC23l00RvJQ2K6iGoQqG2yy67hD//+c+xZbYkSVJzE2TvvfdeQ3CFcRKTuwRXqGvo0lKJEypcb85z541z6/ON6VOHzDRGJZiQxqfVfpwlC/n8rghTtOeYvtqOcm3PMT1BJ3azZj9eUtdR6uZKuY+zgyqrrrpqRW8SmJqade+9946Tu4899ljdbS6RJEmtHxszZqCmodM04zo6GRBcIZRfqaFuAiqM6RlnUtPkG29ymXScJWNg5tnTGk01H2cJbhddImt5nr65MT2bRqg/2jN8nvt4IQCTNhdX0jHA9RBUoWYjqLLPPvvE439q8TaqPAyrqFmpDR1pXjqvMHBIwZVKakOXWiWz+6zQmd65aiXNm87/+/TTT2NSud7Ou2bgTkiJZDkD4I56TDIoSh1XKmlQxIQuSW1aynXp0iXUoscffzzssMMO8VxXWmY7CJIkSa0ZKxPqJohPTTN69OjQs2fPGFzhjQnEShhbcD3ffvvtuPOy0Jne+b6G9tJ8DeNUxqvZx1lWShChGNRmjOmZ0EwdMusJNQa7T5deeunY5bQjpMdLmuglmE8gqtzH5dZDUIWQ0P777x+ef/75WNt01O9YkiTVJkKvTz31VBg+fHgMrrBmQ3CFembDDTesmPET14sxPXPldH4vpqMfty2NT+kKyG1JwZVKCiIUY8KECeGNN96It73Ybjq1gjAVoWw2lBNU6agTDXi8ZHeRzD4ud8455yxbF0ke+2PHjo2/91oNqrz77rth0003Df369QtnnnlmxXbsVHUyrKKi0YbukUceiZO8DIoIB9BSm+DK2muvXbY2dLww8ULYvXv3sNBCC7VbOjMFVyo5zZsmtbneTGoX0yK9lvB7YwDMIHb55Zcv2Qskg6LsM+F57KcdraUcFNVDUOXpp5+OR/5ceOGFoX///hX7tyhJkiofY+fPPvss1jOEV0aNGhXD3tQzTPTSorkcY400sceRpYzp27IDLR1nmYIrBBFSBw3GqZXcMpzryg40xtGENept0ovfGb//Uk9qp+NyqYMJsZSj6yiPWyb02TxSq0EV/r4POuig8OSTT8bd0W2ds5AkSUohWOoY6hm6SLKJlwVkapqNN964zceuTC1qGebp6WLZ1sV6blv2nDvh++wgQiXPC3/yySdxMZ/NtNRh9YTxLsF76jqCKqUKwfNzWR9JNQ21Rdq8Ucquo/UQVOEY08022yxst9124fzzz6+7ml0dz7CK2tzNgh1BtKG7884740CC4AqTvOuvv37JXpDoJvLOO+80nOfeHnLTvKRAU3ClktK8vBgzsdfebdWqafclk9oEdIpNapdqUMSCAG8dOSiqh6DKc889F1tbktRlJ2Kl/O1JkqTqx5iNkAATvEz0PvHEE3FMmYIrBOFLMfag9uDoF/4lONNedRRBhBRcIcSSOmjwVkktw7lujOmptxjX1tt4L+2+JHhP/VDOjSmpBk5dR1MYv6M2b9RLUOWII46I3WoJqhCIkyRJas+xBp3bUnBl4sSJYZNNNon1DAGWYro1ttc8NTUNY5322gDAbUsdNBin8j1TPdOpU6eKWSzPPsqVeo5QTT1hXZDfPeuFbLwo1yYJfg/ffPNNw0kKrB0RXEnrNB11vai7qWcJaZVqDqHU6FTL88mWW24ZhgwZUjF/e6otVfGoOvnkk+MfefZbjx49Gj5POCL38/vuu2+j7/Hxxx/H1mjp6I4jjzwyTghmI3zBEyrhhMUXXzxcf/31Ta7LZZddFl9wmUihfTSDgdxJnoEDB8ZFaiZ16AjAJGGt4cmdpO6VV14ZdycSWuG+5bZ369YtnsXMsUHcHx314kOaj7Qq55m35w40Eru05SUFy2OLNCS3g2QwXR7oZMKEGteh3IMAEsurrbZa3QVVSOmOGTMmhodoE17OF0h+NgMfdoGuu+668XHD3wchKp5T+D0xCc2Arb2DKjwP1mpQhUHeNttsE88+NKgiSaoF1jSVhZqRCaX99tsvjBgxIo7XDjjggBiWpc5bY401YmCWxfSOGvczgcYOLK5Le+9A41hTjkfldqy55poxrPL555/H7g78TOrjjqrVisVkIteFo5jqMajCxguOv6GeLWdQBcxv0PGDx+F6660Xj9clSMR8xzPPPBNrGzZJtNffQgqq8D1rOahy7LHHhvvuuy92qDWoIkmqdtYzlYd5acb7gwcPjuM1AvjMF5911llx7LHjjjuGW265pV3HcbkIyLz00ktxPM+6UHuN6bltjJHZpMycOxsLQEdCappx48bFEAtjrnLhPmV9itqKMW29BVVYX+V3z1oVdUQ5u3nyuOP+Zy1vrbXWCquvvnpcn+V3w98Faw10v2nPGrgegiqs/bKu3rt3b4Mq6lBV0VmFgRBhCAr87EABC8RIgYJTTz214fMEJ1jIBk+WTADxpMELNxORu+22WwxUMAGJ8ePHxxc8Qi577bVXGDlyZDjkkEPixAJ/iLjtttvi111xxRVxAvOiiy6K5wQSXiAAAyY7+RqCLrTRZcKTF1YmeOoB9/Wzzz7b0HGFRfXsNnRMmpbjPPf2UClpXgYBBBW4PqR1K7mld0e1VWMQwN8/g+9KHQSkVuwpzcvghcdJasXe1glZHoMEYLjtnTt3DrWI28cg6JhjjonBwkr9HUuS1BrWNNWBMRyTuXfffXc8Lujhhx8OCy+8cPjDH/4QO761V1A6nede6qNvmJxL41NuJzVzqmlK2TI8ha/ZJEIwot4wafree+/Feo4aoZLr++wz4RmXp44rBKDa8rjNDqowqV2rQZVBgwaFYcOGxY4qLN5IklTtrGeqB+MtQh2s0VDTEGTZYIMN4hoNc66M49pjvjWNaamRShW+Th00UhdJNoim8SnrBaU6+iWNaalrGNOW6/ilcuF+J6jC/c3aa6nu97ZufE41MI8dauD0mGnremUKqrDpnZq2FtcvCKKxtsvml2uuuaaif8eqflUTViH4wGRWPoRVeEIkPJLPAw88EFsUsZMsdeAgcHL00UfH0AE72Ph/Qia8iCc77bRTnEB58MEH4/sEVOhicemllzZMQLD76MADD4yLqjzR8SRHWpWzu/DWW2+FpZZaKgY4SLnWE+4ful8wKKINHSGh1IaO883aEjJhsozfESGAtp7n3l63jcdGGhSlo1/SeXgdNdn8yy+/xEEAARU6eNTbC0QaBFTj+X8sSKTW2m0dFNVDUIW/78033zyGBY8//viq+h1LktQca5rqNGnSpNgxkkle6kLGoSm4Qj3SlnE/35MxPRNb5dyBRW2RJu2YZGXnWQqu8P8dhZ/32muvxTq5Vse0zaFFOJtlePywwaVapBo4PWaozVNrbf5lQ1FLqJvZBUs9VKtBFW7jGWecESd0CaoQRpMkqRZYz1SntPGXo4KoaRiHr7POOjG4stVWW8WxXGvrEb7n+++/HzsFsi5Xro4iXA9qqzQ+JZjPuDQFVzpqky/jYu5H1ioY09fimLalOpKNF5xQwXGm1bRGxXVPazSstaSTOPg7YL2mmL8Ffu90CKWWrdWgCvcPazT8fd94441F1XpSzR8DBNpp8cdPK+Nddtklpjaz3XzzzfEFiO4otFplYTghKEK6M/uoGLql8ELGREm6zEYbbdToe3IZPp6exFgkz74ME5O8ny7D50kUZl+GRWV2iqXL1BPuHwI+qQ3dU089FSdqzjnnnIY2dPzeim1Dl9KatMsu99E33DYSyEyw0oaOJ22esAkncfQLgxWCLEzgtRcGW7wIcrsrPa3aETjyKA0Cqi2oAgY+7MrlsctjhtvBY5/nhlGjRsUUOs9Jhf4W6iGoQht0iiQ6VBlUkSTVImua6sOE1c477xwD+IzvqWXYYcRmCFpSs+mB8Vyx437GdNSNjAvLPaZl0wZH8DDBmo5+YTw6evToosanbcEGEmol6vNaHdO2NKlPWIWgRjUFVbJrYOoRFjjS5hGO56W1NrU6baKZO2kpqFKrR/9wG5n/uOqqq+LxYgZVJEm1xnqm+lBvMH5jrpW5deZf2VDMugzBeTYVs7GbcXox436CGnQUYWMy89zlPPqG28aYmttB9wfWogjdM94uZnzaFtR9bKpnraZWx7TNYW2OepY6oBo3U1MDd+nSJXa4pAkC682pk//TTz8d1/fYyFHoeKl6CKowZ8EGHWqZG264waCKSqIq4lC8yHCsDq1TeRE85ZRT4uQIO/DpzsHkIZN9PEG8+uqrccKQtChJUTCZmB1UQXqfzzV3GSbnaBP11VdfxReifJfhCSx9D57scl+guUz6OfWKiS0ms3g7/fTT4yQVE75DhgyJRyXRho6OK0z65mtDx4sAv1vSmryQVNKLYDoPL52JR6iCiWwmd3mMtkeal9tPWpWuLQRkavFFsDn8HXL7mUBnAFHt0sIAbxzrREtt0qoMdHiMpI4rPKb420lBFX737MCt1WKXv//dd989PsfX22O8EIpE7wtJqg3WNNWPbnh00OSNGpEjgtihuP3228fJOkK37FBkojTfziN2HlKnMulTaWM6xqDU07wxPmX8SU3D+JSxa+q4wmRwW8cm2UffUPPV25iO284iAJPaHdm5ppQLA7wxSUu9Sj3DY5wFED6eHjP8baSgCnUdt5+6vtZwGy+55JL4RlCFXaaynpGkWmI9U/0Ywy222GJx/eyoo46K43PW0Hjj/dVXXz2u0fDGiQK5436CCgRVCGoQVKmkoAbXlTE2b9zG3PEpR2+m8Wlbx6JpMzXz9YTP663bBL93Qh1s6GDjRqmOsu0o/P7mn3/++EY4hZBK6gLK2D6t67Emx3pkCqoQduExVotz9qyD8/ffrVu3eIJIR3Unqjau0XS8qng2Jd2ZUPAzMCKccvvtt4f+/fuHAQMGNHyeHVpM/G244YZx1xJPGqosPInTAYc3znGm6wqTvFdffXU46KCDGrWh48WAF4cddtghnHvuuXExu5JfBLltvFjzlibtmOQlzcvkHJOyhJcIIzDpWwzCLwQ1yt0mvFzoPsIgkJAKf/e1pqVBEYE87gMS8JW2qNFe2I3J3zbdls4666wO/xsfOnRofOPvEgyuTzrppEavNdn+/Oc/x3Z36Zg4ipEzzzwzFnAdjb93Hv+EIvv06ePASJKqmDVNbWEBPk3kslPvkUceiTXNrrvuGscyKbhCRz0meE477bQYbuF4VCa9Kn18Ss3CGxs2CK4wPk1nkqdJ3hSsbgljWsZ7n3zySVV2FGmv1uvchwQ12noueiXjNjGhyRuT2Km1NoH0dHt5LNVyUIX6gjkLjgvjcd6RrGckSeVgPVNbmHNkrv3QQw+Nx7ETqqZWoaY54YQTYmf3VO8wL8/4jvnbnXbaKRx44IEVv4idPT5lowFjUzaUMy7PDVYXg6AOazRcnjXIStpMXQrchwRVCP2w+aLW1qioa6nTeWNsTzdIHjOsXfK7p/blY7UcVOH2cdwx61SsvRe7ftlW1jTKVrmr/s1IHSzYmZQPYRakz/PHRWAgW3qfzzV3GUIHvADxJMULUL7LZH8PJipZWC50GTXGkzodc4477riYSmRBdtNNN42pPX7Ha621Vuy60qtXr7DFFltUdFClUJqXFy+uP2+8mJPmffLJJ+OLOxO2vNgVwmOJ+4WOIvUYVCG4wSCQ4E8tBlUKDYoY8LGwwXFZpFl57uFvg+4qdJcixV0rPvroo/i3zYLOBRdcUJK/cTranH322fFvkL+v3//+97HwSsfC5eJoL4IinDlPm392FtAukzaSHYmBMQGmE088MbbcQ709B0hSLbOmqR1M4nCe8zXXXBPHamkH0t577x0nR+kkQrcFXtMrPaiSK4VT2GjAUUGEfNMZ7dQ07KykS2ChNskpqMG4iaBCPQZV2MnJfcTu01oMquRihy3jZQIbbEThMcTkNnUvY28mfIs9CrgacDv42yeQdu+99zbMR3Uk6xlJUiWwnqkdzDeyCE8H/EcffTSuX+y1115xvM+YjnEsNQ3H3FPjVHpQJRfre6wtcDsYn7JWx/j8mWeeCc8991wYP3583HRcCGPZMWPGxE2lbKavt6BK6iiS1i1qfX46naSQ1iephQly8HtnPY/1Kv4lpF8r2DC/7bbbxnqdwFopNhhY0yhb9az8Z/nuu+9i15RCXQY4Mw7p84QEmEwjCZfQlpUgSjpDmMuMHDmy0ffhMnw8TUDywpx9GSbkeD9dhs/zQp19GSbmaKeWLqOW29DRco4F4WuvvTYu0DN44AmSxWEmeVncrsaJrZTmZfKKFzm6q5Dmfeqpp8Lzzz8fbxcDn4QBUwpq8HW1PgjIxe3nb5mOIkx21ht2sPI8x4IACwN08cg+czOFnap5UERin6AKf9uXXnppycJoBGNYUCIAxqDzjDPOiPctxUk+nOG6//77xx0FPB7pApWe/zsSf/PcJ3Sg4vfN0WmSpNphTVObqAc32mijeO474zYmRAmwMNbguEM6g95zzz2Nxv3VgnEJLZBTsJqJWj5GYIXxKV3oqLnpoAHGS4SBU1Cj2o++aS1uP/cJ4XOCOsXu2qyl208whWOlqH85E56xNxt86NJTTNip0jEvcdNNN8Xdx3fddVe8naVgPSNJqgTWM7WJ+Ug6LO6zzz7hoYceipv3WMNgLM9GSjb9nX766XGcX41jOBbhU7Camob/J0jNehRvzMezcJ/Wn3icE1QhqFELR9+0FrefoAqPCTad19saFUEd1igJO/F4YbzPY4G/iaeffjqu67UUdqp0XHeONmYN/M477yxZ3WpNo2zTZKpg1f+II46ID1yeEFjcZOGORWwmNjjzmJ1rLDwycfbqq6/G1mWkspgwA5NlLDJy/jZtWXki6du3b0yHcpQDeEIhITdw4MCw5557xgQpR9Lcd999oXfv3vEyt912W+jXr1+48sor48LxRRddFNsh8WTFkzX222+/cP/994frr78+hmFoiYZRo0aV7f6rRn/5y1/igIgdShwNktrQcX4i4Y4VVlihoQ1dtbfdYocZk7q8MZHJwI+UMu/zmKzHrjzpGBwGgPV4+5mwZfBf6Pb/8MMPDa21SfXyXEP4iV2v1bJbk+dhuigR5COYVq5EOq8Pw4cPj8/tTJqnAGNzKFi4r/k62l+2J4q87KKH9/l5PB/yOx4yZEiTy0iSqoM1TX1JEz7UMQ888EAcOxCMJYRPXcN4jzqTo4II7lZzkIMpBepyOooyPiWMQG1OIIdxCxPBtXj0S3NS9xnG7SuvvHJd3n6COkxu5/v983kWBVIdzJg8+0x4jqKqhsf9sGHDYtt8giocRV0O1jOSpFKxnqk/dB5hXe7ggw+OXSIZ8xO8Z42GIAtrcKzPUNOwXlPN85UErNN8O7Ua41e6a/A+Xe+rfQ2qLZiTZgMlgR6Ogqq3208tw+3ncc7vPxd1L48PHjdsPGZNj3qGOXzWa6rh/qJmZ96C28K8Bd2DysGaRlURVuEcPHbd8AfPH/raa68dd8LzBEFnAc4FZyKECUGeODlXi50tPCEkdK0gSMJxDizmsjDJMRDZkyB8jqALIRiegHgBZvdbNnb/Dx48OC60EoCh00d2m1e6HBx++OFx0oIQAhOQl19+eV0uuLfVddddFwdADHrYlZiNhytP/iT8mOgl2bvUUks1DIqqPd3JiwK7z9h9ye3gBY4gFC9yTGBX820rFn9bJLM5+5HbXW94fBO6Kzaow/MMX5M7KOKNwUUlPmYYxBEw5Dn0xhtvLMtkNIsHBGV4zuZvK4Uei0GXFQoyHqe0OW9vH3zwQXxN+8Mf/tDwMXZs0maTtDa7mCVJ1ceapn4w0cmuKyY4qVtyj75hoT51TSO4QpvtjTfeONY0jEey69hqQ71GCIGxDLUN76cQArV8tbUMb+tEG+N5xukEVTr6rO9KDqrQUaal25/CTmmilwnTueaaq+ExU6n3H3+/1AUE2DfbbLOS/3zrGUlSqVnP1Be6RrDR8Lzzzgv77rtv3iADG71Zw2GRmzE/c5mszTEGrObgCuN5umSywZ25dcajab6dAEslzre3NzbI0vV/kUUWiV3/603qKMN6c76gSr45AEJOKexE3Zs2F/OYqcS/B9ZF+vTpE3/XrHWU48heaxpVVVhF9YVjk3hCZ2KvOTx06UTCLiaCK4888khMeDLJy6CIDgmV+CLQnDQIYhGfoEFumjcFV6olmdla7DylUxGL8Qxw6zWoQked1K2pNaphUESghqN/aAFOqK9cCxYsnvBcw2CMiWaO9qEbV0udVQg50qGLcGNHhEYYJLJThZDjNttsE8OZnBdLoIdgJsGaCy+8sO7ayEuSVG3otkmL7JaCrSzsM/5jPMJEL6FVOjQw0UsHt2qbDE1HvDB2oaZhbJM6rjDhl0IIvFVqCGFqJ7bpAsu/K620Ul2Ec/IFVdhIREeVtvyO+drUcYVFECZN02OmUsbAzEHQqZd6JjtgXkrWM5IkqSMxdudYHEL1LaGb4IMPPhjXaAiwsHZBRxY2F6+xxhpl66jdVoxDGdNyHDybSZnPTsFqarM0Nu3UqVNFzLe3N9bcqGkIadBVpt60NqiSryb68ssvGx4z2Rs46CJZCX8P1BKsNbBpnnVVHsvluh6u0QiGVVQzWHSmDR2DIpKAXbp0iQOiamhDxwvWe++9Fz777LMY0sndTclkJ4MiJnoJITD5W2tpXrokvfvuu3FSm0nsejO1QZV8gyIeMynwBIIrvJVrUMRAl0KFgR47ECtpgYIuTgw+OeatEHYScCYrAzh2CHQUJuX5e+Dn8Zjg90h7cY4O4O+fLjD8Hj0OSJKk2kJNQJfP1HGF/19//fVjGJ/gChNclTzuJ5jC7js6mdIlMbf+omNGCq7QSYMQQgrjd0S3ulIjOE5Qh98RNU01HGVTaUGVfI+pVM+kI3NTx5VydR5lAYYOvHSI3HbbbUOlsJ6RJEmVgDH/iBEjYhD/7rvvjhtwmQ9mc/Faa61V8WNkNtO++eabebu+M95lTJqC1dRvaaMo8+2VvP5ULOahX3nllbjRlNMn6k06+oiQDhvjpxaPEdYt02OG7pspuMK/5djc8Ouvv8Z6ho0yjz76aHzsVgprmvplWEU1+6LCbkaCK9lt6AiurLbaahU1cOAFi24iqZsMk7vFhBBqKc3LMV28OLL7kPBNvWnvoEqhduzpMUNilUFIKQdFDMpYaOHn0g4/99z6cmPnM4PQ66+/Pu/n6abC8XME4dgR0JFSCIXfExP0HD1HkItuLvwOOa7u/PPP79DrIEmSyovxG6//KbjCzjY6rjGeoq5hzFhJwRV2UzKpR+icTnUtXTfGOGnCjnEqYf1U03CsZbVhwo+gDuNqNkpUwm65UmL8SgtnHgftFVTJdx+n409T59H0mCH4VIq/BxZedtlll9iVkaMQKon1jCRJqjTMbT722GOxpqEzHei4TXCFY1MraSMj6PDAhmLG8y0t4KcQQgrjM1ZNwRXm26uxHmCczZh+qaWWCgsssECoN+0dVMn3mKFrS6qDCfmznpfC+KXYwMEGCzpEjhs3Lv5t5gayys2apn4ZVlHNS23oSPPee++98XgdJniZ6O3Vq1dZBw5p9xkvhARVWtvWmK9ncjcNiqoxzcuxR4RVCKqU41y8cuP3xiCwo4IqlTAo4vFNEcLCA92Pyt2++9hjj43nyjPw5LrRqeScc86JQRRaW+62226xM9NZZ50VL8/nTjrppHg5dgAk7Obkra2/h+Ym1HM/T7HwzjvvxGOIaCPIolWlDSYlSVLHYFzAcaEE8alpnn/++RiepZ7hjXFLOYMrjKcIajCh2b1791ZfFyax09iUcQ7h/dRxpa1jrVLi+nP7GUdzTGQ11GDVFlTJlTqPpjA+93mqgwlMdcTvgOD4DjvsEI/r7Nu3b1n/5qxnJElStWGR/Mknn4zdtgmuEF4nuMLm4g022KCsnRapt9hIS6frtqxR8PXURGmNhttW7u4ZrcV1Z52qVGsU9RZUKdSFKNXBBJ/YwJFqmpY2tLe1htpvv/3CmDFjYm1T7kCSNY2yGVZRXWGgkN2Gjok0WmqnNnSlHDjw4kBLNSY3CapM7aRevjQvgyEGF5WY5uX6vv/+++HTTz+Nk5qEiOo1qJKvrWCpMKmcWmunQVEKrrTHoIgwDO2xmcyl21FHDLRaq3///mHkyJHxTEaKDxYVjj766IYzWGm3v8giizR0WeH/CVTlGjRoUDj55JNb9bN5zBPW6dy5c1GXT6GV9C9HhfF4odMLKWhJklRfGBMwfqae4e2ZZ56JY2kmeQmuLLzwwiVdRCc4z9E3jJd4m9qfTQ1D1wxqGsIIjJtS9wzqhUrqJgPaODOpSaiGiV2DKqXfHZvasaeahjo7+0z49mg1/9RTT4XtttsuXHTRRWHPPfcs++PQekaSJFUzxmvUMYTx2ZDHnDQbC6lnmJ8tZadF6qu33347jiNZo5nasDzfj/nwtEbD/6cO58y3V1o3GTBHno4+4jrWa1CFWrpbt25luQ5pAwc1DXUwfwPpMcN6zdTWH9RMBx54YKxr6Kiy0EILhXKzplG2+tryUwYsLO66667xBYmJNp7wx44d2+jFix37pNj4PGdy0e45G7vLaDXLkxJHpPBHTGeEbBwhss4668QEKk80LGTmIrXao0ePeBmuBwvH2Yq5LtWO284Zidddd12YOHFiuOGGG+IT/R577BEWX3zxsP/++8cwCy8OpWgTzcCsvXafcTt4fCy55JKxRfiqq64af4+0riMpSTCGgQc/u9x4rNElgjMgOZbJoEr5OmQw8GEgxu+B5xBCFDznPPvss2HUqFHx8TNp0qT4O2tLOnjHHXeMgyG6GlVCUAXXXHNN3J3M4gKDwEceeaQhqAL+XrKPA+Ky3P7ct9YGVUjnc39QABUrDUT5l79ddk4TsCM805bfiSRJrWU9U1kYE1DvHXzwwXHMwviiX79+cTxDu2rGc+kIwY4eKzCJRk1DHcWkXnss4LN5gHp0xRVXDOutt15YbLHFYriaGpoJbWoIAjKVMA5irMuuNOr0eg6qcD+UqqNKPtzvzLcw18Hjn0UG6n5C4k888UQMU/E81tYa/7nnnosdVei2WAlBFVjPSJLUOtY0lYVNtRwDdPHFF8d5V7riL7jgguGEE06IAXjW0zg6KHcNrCPGsxyHQlieufH26OrIWJHvQx1DV3/eWLNhwwGdZQhFUMMxL10pfxsEVaglDaqUJ6gCain+Bujsw0Zauruko3affvrp8NZbb8U1Gx6zrcXXHH744XH+gHmDSgiqwJpG2eys0oHY3cOTC23MaK/Ekz2ThrxQ8QYmPDhqgtAEE3wnnnhinPB54403GlqfkSolZHDllVfGxUqCFbx4ciQFWEheYoklYriE1kl8PZMo7PoZMGBAvAyLzgwA+FksdKZjL5hcZGKt2OtSy23oSBWmNnS8ENCGjjTvhhtu2K63P7WJ5oxtOjp0dMeTfGleWiPTcaUcaV6uDy+uDAKZ1KzGM+lroaNKMX8T/I64rvzLwkFqQ8cAu6XJeLoY9enTJy4mPPzww3V5xFM+LLLQxYmChAWe1nZYoZghXMTrwd57793h11eSVN+sZ6oHYwXGbNQy7FB89NFHY4id40/pusK54+25yJ7aRC+99NIlaR9MyJ/JOX4uu82ooVLHlWLGpu0tTRwSkmjv+7YaMOHJhhnG/O3RJbSjUPum1trsmKQmSY+bYo4mJSTF39App5wSDjrooLr7PedjPSNJqjbWNNU1xiRoTFCFLpLMg7I2Qz2z+eabt0uHiez6IgWvGc+yVlPqY19aOzZtbx9//HHcqMoaZqdOnUK9YV2VdbpydlQp5m+COjh1XaHuZ42GN2rRltYW+XrWjJknoKNKWpeud9Y0lcewSgc65phj4oOeEEQ+PLGwUEmq7Ygjjogf40WKEAG7+nfaaaeYamQCkB1bdMoASVNenElj8vVDhw4Nxx9/fOwUkiaJ+Nl33nlnDAWA3fxM1NDdIOGcc3asXXHFFUVdl3rBQIVwD4Mi7kMW2zfddNM4KJraNnQMSHgBZGC1zDLLlGX3HROrKbjChB0DkdRSrKNDSTzOCD9RJBBUKccgrNzSxH4lB1XyDWoIVqTW2mhuUEQgiwQ8ITs6FRGOqnfch+nvnSAQ9w9/b3SzaukcTC5P+3L+dvmbIaiy7777luiaS5LqmfVMdWLMzXibY0+Z5CU4zOQbi+4cfzq1XUDYfUenuHK1iU7HvqTgCrc3TfIy7uzoGou6mqAKtTKbRuo5qEJNV8qjdKcG1zfVMzx+2PGaHjd0gMz9Pb788stxA8txxx0X50jq7fecy3pGklStrGmqE2N85tDZXExNwybw3//+93FzMZuxWdNo6/iMuVbGeoxvCGqUYzybOn5nj02pL9LYtKPR0Wb8+PExqFOPm0xTUCUdZ1stfxOsVabgCo+hdPwp/+Y+jnl8Dxo0KAwbNix2VaF2rXfWNJWrvvrUlhiTgwRMtt9++/iEwQvfn//854bP82JAwISOKAkvDD179oxHcIB/2SmWgirg8kzAjR49uuEydE3J3s3Uu3fvOIHIC126TPbPSZdJP6eY61IvWHinfTBt6LhfHnroodgai04zqQ0dgySCHq2d1CR0xARqOdtEE7ZhsprfLR0emGDmd087seeffz4eL0KopqPaRBOCSkcU1WtQhY461RJUAY9VHicE52jHTltAwhM8x9Bam+c6Qm8MklL3J5Lv/O0YVJlyHybcd4TVaDN54YUXNnvcWgqq8HzDY4bXEIMqkqRSsZ6pTkzaMgbbfffd4++QMSgttdk1x85ENizwPoGL1rYRZlKTo3iobcvVJjod+8LYlDqYsSkfIxTP2JTxNhN4bEJob4zJ6LZBNxmDKtUTVEE6MpmADTVN165d4yQ18ypsMrrssstiW2weNzyGCHelzTz1HlSB9YwkqVpZ01Qnxl+E40899dS4pkC4ZM011wxXXXVV3PhHaOXaa6+N4/7WHBHKJkvqIL5/OYPXdHJJY1NqGv6fIAJrcbxxpCW1R3sff8r343tT1/Gz6zWowmOgmoIq4DFLSIsOqqzrrb766jHkxO+SOphjps4999y4psnv+cwzzwx/+ctfYo1jUOW/rGkq17TlvgK17IMPPohdTw477LC4G4egAq1jCZVwrjgBAZCYzMb76XP8m7uozcIlk4/Zl8ltU5W+J5/jCYx/W/o5LV2Xen3yogMNbzzR04aOttocl8SCMeEeBkZ0uuGFvdAkVkpqcu4crbYqZbKLwAiTdLxlp3lZPG/PNG/afUcIhqBKpbaJLlVQpZrPf0yDIt4Y5HB26D333BMuv/zycPTRR8e/Awb57OAl0av/dmvK7T5D+I0OSxy7RiDl4IMPDj169MgbVOHvhgEozzMsOkmSVCrWM7WB8dkuu+wS3xi7PfDAA7GmoWsEdeVWW20Vu0gy2VWojXCa1KS7J5OajGMqbWzKpB11F+NuAjVMRGfvNGNcNTVSTUft1FJnvFpETffKK6/EurGaOqrkw3WnsyxvjNXpIklH2dNOOy0+pnjsbLPNNuHII4+smNq9nKxnJEnVzJqm+jEe4+hN5lMJ3VOX0BX/pptuCoceemgMsbBGQ9iYUHmh8Rud9hjPs9ZBEKZcm4lzsVbSpUuX+MZ8cOoGSAiBUEtao5naY5Co6djA8Pnnn8c1GtZ/6jWownpqNQVVcvE4mG222eIb6410ZGf9+Y477og1DfUvtf9tt90WN3nImqbSVcazcQ1P5tBGiwQbO88GDBgQ9t5779iBQNWHwQuTcvw+OZ6JLiT8funAwovbtttuG2688cY40ZWdeGUymBcFXvwWX3zxip3syk7zpp1mKc3LsUhtTfMysUXymUlNgyrVHVQpNCjaeeedY5CL47LAY4fnPAqFwYMHx0FwvaLASIs+nAtJkpnduCCgsueee8bdnHRYYTdwwgQ5Cyp0qunVq1dcEOH5pR6DXpKk8rGeqT1MSNL589Zbb42bEi666KI45t9uu+1icJZOEuzIYgyTPZ4//fTT45nmq622WsUEVfKNTQnmEKgm6Mt1paskCxTsNGO8ysQs46vW4j5Ku+/qOajCGLXagyq5GKsz+X/11VfHsTp1P38L/B2wMEDIi8UQJnvrkfWMJKnaWdPUFsb8rLFwvNNzzz0XN90SVOGoIMZwm2yySRgyZEisXbLXMdhEysepFyopqJKL+WACN3SPXH/99WNtk0I2dMZPpym0do2Gy/O1EyZMqNugCh3/qemo56o5qJIPdS9reqzjUdOzjsf6DGuWnPJA0Ivb3t6deqqFNU3lq8xn5BrBi0puao0EKC+UmH/++eO/7PzKxvvpc/xLijL3D+vLL79sdJl83yP7ZxS6TPbnW7ouatqG7pRTTokdQ5i44+gg2tCRZCTFe80118QjOzg2iKBGNb0App1mvKAxKCKMw+QcAR1aJDMI5MW9pRc3HqtMCjPBXWuTmsViEaAWOqq0VPTRNYoQF79vwhefffZZPA6IgAZH3lAw1Bvul7SDl+cHwilbb711nPBOHVIOOOCAGGQkwHLBBRfEtpYglMLfzdprrx1T9bfccktsXS5JUilZz9Q2JrToqMKORCYtqWWoW6hfunfvHg488MDw4IMPxg4TtA+mJijF+entGapmIpsANZ0ymZimFie4wmQvXWK4vS2h9ubyfK9qquk6IqjCZo1arekINTGZyzidiVweKyNGjAgLL7xwnNzlb6K1x2ZVO+sZSVItsKapXYz5GZ9zssFTTz0VPvroo7DTTjvFzcOs3bCuwQZB5qXZZEmnEtbrKjWoUihUzW0hiEAYh/UWxuYEq5mLZ+N0S2NU1nC47D//+c8Y6K+Wmq49sZZFTUdQhfF9LeL3TPd71iQff/zxGG6iS89JJ50UNxNvsMEG8VitemNNUx2q41m5SrGbi7RiNtoRpydDJvsIgowcObLh8+nMZHbSg3/TLq7k0UcfjX9gPXv2bLgML07ZO8SYVKENMu2Q02Wyf066TPo5xVwXFR4UMVA4/vjj4++J7ggkeNmleMghh8RuJSxYs4uvGpOLbU3z8njkMtw/TGpObdvtag2qjBs3ruaDKqR1GQCxE5HHO9iFSCep+++/Pw6KUteVepIKHxZ4+Pu47777YrqZ5wqKJibDwZFihFYI+pDwp4sRCKrQ8ej222+Pi0mSJJWa9Uz9IBTLsUCc+05whXAK+vTpE+tPak9q2WLCHZWICVkmJgmt8Ljm+CPqMya1aZdMMIEaJxcTunSJpLZO49x6Qni6HoIqLGzw+GfTyfnnnx/H8dSxTOanzqo8DqplYaO9WM9IkmqBNU19YOzGhj8C92ye/OSTT0L//v3DnXfeGfr27RvXJhjPU9NU4xoN4zLWF9gUuu6668YAC9gky9ogaxDMwecGV3ifz7F+Q0eVmWaaKdSbegmq0CmSjqisQXDEL+iKusMOO4Rhw4bFxwcbjuuNNU11mCZTjc/MVYJJL3Zx0X2DJwS6UrB4y441dtbjnHPOCWeffXa44YYbYmCEHTt06iDwkHbRb7bZZrHDCccHEQCgWwEvLOy0T0+2TJ4RkDj66KPjCxRHS5AaZcc+WCAlfcnPYhKGts9MuvAkTRuoYq+LijN06NBw1FFHxSQjLwKcFcdxOrxIMAHGDkYGR5V6JFAxGOiwy5DHJreR28KAiZACk8FM5rHQTlAjHYNSj0EVQj6cEViLeAwce+yxcdBPWIWuQvrv/ZIGQYQNeW7m+XSrrbaKH2Oyn2DPPvvsE4477riw3377xY8zaCTpnMIr3K+bb7553BUsSVI5WM/UL2pMxi6Ma2ixTYcVxiZ0W2R8Qj2z4YYbVv1kJwEVahlqGsZtTOaxe5E3bitd79h9SXi/XoMqzEHUclCFjpC9e/cOG220UZxzqbdASj7WM5KkWmJNU78efvjhuFmQ+VbC6v/3f/8XN2vTMY+jg6hpOAmhmsd/LO9Su1HPcEIDY3fWaKhnuM2s7f3www9xPM9aTb0GVVi36Nq1a6hFPAZuvPHGuDZ8zz33xHVgWdNUG8MqHezee++Ni7kcm0IAhJZkBFayn0gGDRoUAyxMjrGTnoAD3SsSAgEsXPJEwwsnL7CXXHJJo3PlCJUMHDgwDr5YGCdBypNTtuHDh4cTTjghtjvjBfncc8+NE42tuS5qHvchIaDzzjsvJhgJK6WPs3OPlnO80ZFkxRVXjIMi3kh1VntwhcdMGhSxGE/AiccOj8d6C6uwG5WBYK0HVXi+IGBBWp3AnBoPgtiFzO5d/r45AojXgoRdySwA8Vx82WWXNXyc5/rx48fH5w+eN6r5eUGSVBusZ+oP43kW7wlo/PWvf23o8EZ4gQA+k7yE8Wk5Tfc8JnkJ51Z7O2lqGG47b9TgjMXoPkodX29nuqegCm3GORq2VoMqbDDgMUzdzjG+9Va35mM9I0mqRdY09Yc6pl+/fvFIlJ133rlRsOPuu++OazQPPfRQDDCk4Aqbbqs9uPLtt982rNEQUqGjDMeZUtfU6pi+3oMqrM8ceuihcXMJG0pkTVONDKtI7YhBADuyaJvN4KbQCwiX48WDiV46UrBbLw2KCHhU6wI1OxM5ComgChO6Kc1LYIOOK/UQXCGoQptofv+1GlThMXzGGWfECV2CKjx+9d/7Jf3t8vdMcUP4j64qtJ48+eSTYyvxhA4q/H3Qoo9JYb526623DnPMMUdMQ0uSJJUDGxY4HoeOm9NPP33eyzB2GTt2bJwEJrhCMH/jjTeOYyA6g9KhpFpxWxjP0wmTCV5COXSQSR1X6HpXrfVaMeolqEKtyuYdNpEw9q7HY2tzWc9IkqRawDh2nXXWiUexb7nllgUvN2nSpLhhkOAKR7Yz1qcrPvOzq6yyStUGVxjPc9x8WpfhaNPvv/8+dlphjYbOK4XqvFrBxmrug1oOqoB6fP/994//EsKXNU21MqwideBOpGImg9i1d9dddzW0oeMFlEleBkXV1Ibuxx9/jEGVTp06xfACE7i5aV7CLAyQGPjxb61NfKagCh1V5p577lCL+J0OHjw4XHrppbFzSKFQVj1P7HLEzwUXXBCDKgsuuGBc7KHzFfcVR8DRio/OO3RW4RggOmGBv4/Ro0fbqk+SJJV9XMNbsXUI9Q/hhhRc+eCDD2KAn4lejqCdc845qybc8emnn8Zz7AkwMJmbJrsJrFDTMNHLxG4KrhAyrpbb1tqgCq3CazXAwe+TxyYbRdiJWGt1aVtYz0iSpHpdowFhDo4+ZY2GAAvjfOoZNhf37NmzajbgMo4npAGC52k8z+1LXSRZr2ENJ9U0tXY8UAqq0FGGDQi1ijVFTvGgnmGdQdY01cywilQhUhs6jntiUMSZiix0p44rBCAqNbjCjkOCKgRQevTokXfCltvHoCgFV2otzVsvQRWOICOsMmLEiJgwV2Mc9fPcc8/FRRkWaxKCPaeeemo84oeigQlxdh0PHTq04b6tpYUOSZJUnxjTjBs3riG4wvh4/fXXj/UMuxoZJ1fqmOejjz6KQRuCKkzeFgpzsNmAmuYf//hHnLROk7yM/yq1XisGt+3ll1+O/9ZyUOWrr76Kk7lMXHNUcrXXoe3NekaSJNU7NuUy980aDWs1dJFn/MjmYo6PrNRxMp1UCGlQo1DTFArYcPuoZahpWI8imJNqGjpKVrN6CaoQqNp9993DTTfdFLbZZptyX52KY01TfQyrSBWKhCsvOgyKSPUSBElt6FZdddWKmQj97rvvYlCFM+27d+9e9OQzARdCKwyKuK1M7qbgCgPAamsV/tZbb9V8UIVgBcf/8HgkUa6mKX06ztAthccz559SGGTv1KUQYNGmc+fOceEGLAhUSzpfkiSpNeNHupRQz9Bam44da6+9dgyuMNnL2L9SgisEij/88MMY0mCytthxIMGHFFzh9qZJXkL5lVKvFaNegipMxrMZhNqaMFWt7SJtC+sZSZKkwn755Ze4CZEwPp0sqF8I4VPTrLvuuhUTfOZ6vvjii3F8S3fvYueaf/7554aOK9Q2s846a6zTqGlmmWWWUE3qJahCkIru7ddcc03Ycccdy311KoI1TfUzrCJVgdSGjkleAiycAc8EL4OiNdZYo2wL3YRMCKrQAYbji9o62czxJym4wgQity8Niio9zVsvQRUGPyeeeGK4//77w1prrVXuq1QRskMmLG4QUOHt8ccfDzvssEOcCD/iiCPCkksu2W4tKSVJkqp1PEkgJAVXxowZE3r16hXHSwTyu3TpUpbgCtfr/fffj6FiugbONttsbf4+TI6mLpKMEwnhU89QI1RyMDkFVRiXZrcKrzXUrmz8mHnmmeMO2UqvM0vBekaSJKl4dMt+4oknYnc+gisEPQiuUNP8/ve/L1sQmuvBGg1Bk2WXXbbNc80EXjj2lJqGYzMZN6c1Gr53pWw0qOegymOPPRYDKmwq3nXXXSv6d1Iq1jS1wRUy5fXZZ5/FJzsm1pjEWW655cLYsWMbPk+LKZ4Is9823XTTRt+D9sgk/AgesIDbv3//2IUj26uvvhrWWWed2EmDF5Fzzz23yXXhxZ+jZbgM14PF8tyJwZNOOil29uC6cj76u+++W1O/WVKs2267bbj55pvjcTN0byDAwgsT52wfcsghcaDEgKlUCJXwmFh44YXjIGBqXhj53Xbt2jWsttpq8fFA1wkGRs8880w8UoWJbW5vpQZV6J5Ry0GVG2+8MZxwwglxEG5QZcr9khYdDjrooBge4/mJ50F246Zg2QUXXBAfI9n3ZzaDKpIkdRxrmspBrbDooouGI488MowaNSoet0N9Qye6pZdeOmy44Ybh4osvjgHg3PFSR+HnUDfyOKFzZVuDKun2cXQQdSv1DN1JmKymswx1GnXvxIkTS1qvFaNegirUkttvv33c+UpNY1DFekaSpGphTVM5GCtTt1xxxRUx7E6nPta9WJvp1q1bXP+ivqGjfKmwCZg1GtbgpiaoAsbKrMtQF9ARnNvEet7zzz8f12monVgTKlW9Viw6wtBVhq7/tRxUeeqpp8JOO+0U62aDKv/lGk3tMKyivE/uLEhPN9104YEHHghvvPFGOP/885uc282iLMGJ9DZs2LBGnyeownnltKW69957w5NPPhkGDBjQ8PlJkyaFTTbZJIYdSH4OHjw4nHzyyeGqq65quAwTmX369Ikv9CQj6STC2+uvv95wGQIul1xySRwkjB49OgY7evfuHV+oaxETa+w+vP766+OEJ//ypNyvX78YGhk4cGB45JFHYhK2owcAdFNh0NKemNSlUws7G9dbb70YYiEZ++yzz8bHAzsf2RVX7kERhUIKqtDmuxZxH/N3zaICg+90bE29YzI/hbOGDBkSA3WnnHJK7KJC0pzQFZchsMJzKIEVFgFg2lmSpNKwpqlcjIcY46fA/ccffxz69u0baxi6FdJO+7zzzouToR015uf7MpZn1yBjN3YKtuftI7zMZCl1Nd+fXYkEdLi91LWE3jlTvpzqJajy448/xk0e3E46qlRbO/OOYD0jSVJ1sKapXGxiZO2CdamPPvoobrAm6MHx8KyXUN/QVTJ383Z7j3PpWMm63TLLLNOumyKpDdgcTn3GmgAbpllvY03o6aefDm+//XZ8fJZ7jYbrQH3F9WNNqVaxNkb4nrXQPffc0zUGa5qa4zFAauKYY46JSUmSeoXQWYUAwZ133pn382+++WbcIceLJbvUwDE2m2++eUyd8sJNq6rjjz8+Bi7S2X78bL5n6kTApBK7oAi7JBx7Q0CAcAovhnyvww8/PC4Ug3Qn7ckIcZA0rBfs0iMQlNrQMXjYYostYrhngw02iN1L2gMdc5jULPUAgNuX2tDxL6GW1IaO5HApQwAEVRiQ1XJQBZzFuf/++8fH1GabbVbuq1NxGJhzPBKJetLM4LFJ8I7nN/5O3nvvvdgO8vLLLw977bVXua+yJEl1w5qm+lDbMZYiJE3ol7Ph6VRCW21qGv6/Pcb8/Bw2ZDCxSUC+lF02qG3T8adMXFNLUM9wZFAp24YTVGFSl/uiloMq1MRsfmGO4KGHHoohIk1hPSNJUmWzpqnOUDCBDubVqWlYC+MkAOoZ5tfbax2DuoIN4NQSHEFfqrURbh9HBFHT/OMf/4g/l+vAG6GZUnYRr5egCp1z2Lx+6qmnhgMPPNCgSg5rmtpgZxU1QasyAiYk9XiRYfLqz3/+c5PLPf744w0vhvvtt198kcpO+tECLQVVwIsyL1Z0P0mXYddcCqqAjigplZkuw9dl4zJ8HBwPQ9gl+zJMQPXs2bPhMvWCCUbORmSR/JNPPomhHwYIhx56aEzzkrgkxDI1begYgLAAz0RxqQcA3L7555+/UZqX8xhLneatl6AKjxX+rm+55RaDKnnQyp3QHs+X2eaZZ544aORxSlcaukfxXGRQRZKk0rKmqT5MdBLaoBsn3emo86hlqD/oUEJtyQTda6+9FidJ24Kv4+sJL/D9Sn0cDF09qM3YgMFtop6gywobRdjoQZeZju4QmoIqqOWgCp1Gd9tttxiA4vFkUKUx6xlJkiqfNU31Yf2LOuPss8+OG7KZF2aemJMLqANYc7vpppvihuC2rmMQeifAQOeTUgZV0u2jZqOTC2t7yy23XPw4JyGwkZqTFlhDamu9VizuP2oabn8tB1Wohdm8ccIJJxhUycOapnYYVlETtCcm8EDbYnYfsWB90EEHhRtuuKHREUA33nhjGDlyZDjnnHNiO2OSoUx8gYlFgizZmARjMo7PpcvQGSNber+ly2R/Pvvr8l2mHtGGjsECbeg4952uNl26dIkvaossskjsAkG6tzVt6EjL8uTPQIRuNuW+fTy+OIeRdntLLbVU7LzyyiuvxEEROyUJT7X3oIgkdD0EVe67774YruBvnNSumlp++eXjcx+PRQoM2j0mDJAJ6/FYATt2kZ4fJUlSx7OmqW5MuDLe3mOPPeLRLXQioSvnO++8EwP6jMdPPPHEuJuw2DF/CqqwC5EJ5PbqPNlWBGWozVZfffWw9tprx2A+NRdBfDZ4UMe193n39RJU4YglHjts4mBOI/dIY1nPSJJUDaxpqhvBDoIqp512WgxzsOmW0DonBiy66KKx28q1114bwx3FBlcmTZoUgyoLLbRQWHzxxcvaZYPbR83G2gxrUdRo1BeEdNjozloSdVx7z4mnzv8EVVjzqlU8ZlibOfLII+PJEuX8XVcq12hqR23OTGiqMInH5N2ZZ57ZMInFEyMvov369Ysfyz5eh/QkTwqLLbZYfBHiSAxVDgYNvXr1im8cT8KgiPMSzzjjjLDvvvvG3xcDI45oKtSGbsKECfFoJ37XuSGkSrh9dLPgjccux1MxyctjlvdJ+hJeYuBEsGBqgipMjvP3UMuTnSNGjIgTuxxvs+2225b76lQ07h86Q3EWKel4jiLr2rVr3KlLeCUly5OpefxJkqTWsaapLXTFIHDPG4F7zoSnpqGGmXvuueMkHjXNaqutlnfMxQQpwXZCDNS60003XagkBGeYcOaNjiDUM7xxpCTdWNLxp7POOmubfwbhfoIq1HvUNLU6NuV27r333rF2e+yxx2KdqPysZyRJqmzWNLWDMfjSSy8dTjrppBi6Z5zPZmI2i9JNkq6LdNCgriHEnm+NhnUPxvN0aCH0Xkm4vmze5I2O+N9++20MqnA7WadhTE49w79TU4vVS1CFtbgtt9wyDBw4MBx77LEGVZphTVMb7KyiJmgfxgtnNtKRtCQuhCQoLzS8+CDtCsudNOLFhM+ly/CClS2939Jlsj+f/XX5LqOmbejOOuusmHBlxx4TlRdeeGEc4Gy33XZxgJTdhu7iiy+Oi/GkgCstqFIozcsxRaR5uW0MfritdP9pa5q3XoIqTObusssu4fLLLw877rhjua9OVdhqq63i3xOtxTmeaocddoihPhYVUuCvo4+mkiRJTVnT1C4CG4y5brvttji2p5ahfmGSirqVXWccq0P9CYLEW2yxRRzPr7zyyhUXVMlFGJpOfVxXukhSp7GDktpt1KhRsebm/daMMeslqEKdt//++8e675FHHqn4+rUSWM9IklS5rGlqE2NyTjUghMAY/913341jMsIrhDA4Vv7SSy+NXQLTmJ9O6H369IkbxistqJLv9rEpmtu45pprhp49e8Yajs6RrNGwmfqzzz6LIf22BFVY+6nloAp1K0GVPffcM5x88skGVYpgTVP9DKuoCVKc6fiK7CfIhRdeuNnFfI5dYQAFuniQ9KQtc/Loo4/GNDAvTukyHNnC7rbsrg68IKdAAJfhqKFsXIaPgxQpoZTsy6SJvHQZFR400PkhnfvOCz2Dh6uuuiqGj0jyEljg84RY2LFYTVKal8cTbbUJ6cw888xxcpcOQNxeOsZkP/7qOajChD4dkwgn9e3b10FQKzB45O/mp59+Cv/85z/jYgjnkYLHly36JEkqPWua+sD4fuuttw5/+ctf4tiebqA///xz2HnnneOOvn322SfWOOzs4yjbSg+q5OL6UmPTUpvgCpPTHA1E62+OC6JOoe5uLriSgioE+2s5qMJcA8cXP/fcc3HOIM1NqGXWM5IkVSZrmtrHvDHhEwL3jO8JdLAmQzhl2WWXDRtssEHYa6+94nw9IRa6elfb7SOoQh3Deh21GWssrLmwNsj6IaEc5tWLDap07tw51PLRX4zNCSaxEdZ1heJZ01S3aTJu+VaOMWPGxBeNU045Je5Ye/7552MbXRZj6bpA22U+x841giLvv/9+OOqoo+IEIKGHGWaYIX6fzTbbLO50Y8IwnRlNYOCWW25p2OGWkqJHH310bAdGWpCdcQMGDIiXYecYk3Jnn312XAC+9dZb45M06UterHHOOefEz99www0xvEIbNXZSvfHGG2U/h7wa8ZTA7/Tggw+O53sjuw0dk37V/CLJ7eOceh6bdP/h/+nGQmttjgxiJ2PCQIlkM7saCb7UKiZ0meSnQ8h+++1X1b/fcnemoQvRKqusEs+SbC7gJ0mSOpY1TX2j/rzrrrvi2Ja6c7bZZou7rTgqiG542WP+au0gwoQtNQ1n3BNAoYsIb9QtBFNygyoEXmo5qMIE/8MPPxzH5JW+27RSWc9IklRZrGnqF2sYjPVZh2NdDssvv3ysZ1inoWtJtc/h//jjj7GW4XZSs9GNJR1/OtNMMzVcjk3yHOla60GVjz76KG6woG695JJLGmo6tY41TXUyrKK87r333tiGjIV6AiCHHXZYDKykFxFeFJn0YhcXLxAETk477bT4YpIweXbAAQeEe+65Jz6xEm7hSTb7nG1CJZy7xsCLY4QOPPDAGFzJNnz48HDCCSfEVCkvwueee248mzz7hXvQoEHxRZvrQxcNjjFhJ51aj/vz9NNPjx02CKvQUYXz4O+4444YaqAzDqEVBkWcqV7tgyJ2JhJaYVBE4IrJXR7HTHDzmKv1oAq7Mvl9MvBlJ2JH/z6HDh0a37hvscwyy8SzOgm35TNu3Lj4eVLWDNgIsx1yyCGhkjvUMFFOEI/rzXOWJEkqD2ua+sX4fuONN447+G666aa4AYO22nfeeWcMq7MRgnpmo402qvoNDgQ1vvrqq4bgCvUcE7zUcYyfCajUelCFuQvCSUxM8jvvaLVc01jPSJJUWaxp6hfrYrvvvnu48cYb44ZuxrvUNJxgwNoX9QzrdByFWu1rNHTHpIbjjdqGNUTWaNhkwCkQtR5U4Vik3r17xxqWOqMUQRVrGlUSwyqSGjCxefzxx4drr702nvGdutekz/Gi+be//S2+PfPMM3HSM6V5CTVV+6CIdnMMiD7++OMYymJQRCcZBkbZad5aQes8JurpBnLEEUeU5PdHeI2JckIcPKboiDR48OAYfmOSNxdBtttvvz12Kzn00ENjmK1SJ3azJ3iZjL7tttviQoEkSZJK5/PPPw8bbrhhPPKGsWb20T90JKF7ZwrjMxHK7jXqGTZgzDLLLFX9q2J8zQaOiRMnxtoNjEfpiEp4pdYCKwRV2LgybNiweNRrqTas1HpNYz0jSZJUXgTu6RLJGDJ34zbj/bvvvjuu0dBZkO7ebEalc/pyyy1X9R052ERMCJ+u95MmTYonOXTp0iXWNazXVPsaVC5qN2pSTje4+uqrS1azWdOokhhWkdSkffK+++4bO0O01IaOnYlM9D7xxBNh6aWXbgiuMElYrYMGgiocg0RQh0QvtzM7zcugqNonscGxWwx0mSwlrFLO3xfHMDG5279//2YvRztvJnUreWI3O/hU7bt0JUmSqtFbb70V/vznP8eOnM1N9FH7ECJgdyLBlQkTJsTACvUMHTI4OqgacfQPx+Zy2xdddNHwz3/+M9Y01DZ0M6Wm4d9pp502VDNq0jPOOCNcc801saMK9Wg51VpNYz0jSZJUPowr6fhOCL85hDnovkNw5cEHH4xj/RRc4eurNbiSjv5hnYm6hg3G1DUEV9IaDccGVesaVMLtovbkd0UAvtw1mjWNysWwiqSpniTkyKcUXBk5cmTcYZbdhq5aBkUpqMIuzOyjf1Kal0lebitdVtKgqBrTvG+++WYcBBFK4vifcl1/drbSzrBfv35xF2JLE8zVMrErSZKk6kJwha6DKbjC8S5MDFPT0IlwjjnmqIoxP3UL42omOVdYYYWGsA4123fffddw/CldJJmIpKb53e9+16j7TDXg9jCBf+mll8Y26Msvv3zZros1jSRJkioBx50+8MADcY3mvvvuC506dYrBFWqanj17Vk2XRUIpr776alxXout99ribEAv1DJeh5mF9hjfWcqqhXsvGbaHWZNP4LbfcUtaazJpG5WZYRVK7Thp+8803DW3oHnroodC1a9eGNC+TiJUaXElBFVKsTEY3t1Mx7U6sxjTvO++8E4MqBETOPPPMsvw+XnvttdCrV6+4W4+wD4Ox7HaGhRhWkSRJUilqmnHjxsXgCjUNnVo22GCDGMRnMpHjdCpxzF8oqFJoIjsFVwixEFyhniG4Qn1T6b+fiy++OJx33nlhxIgR8WidcrCmkSRJUqUinM4RQQRX6LxCB3DWaKhp1lxzzbJ38GhtUCXfZgM2FVPPsMmY+iwFVwjpVOoaVEIn/6222iqunXHU0/TTT1+W62FNo0phWEVSh6ENHSleJnlJ9TJYSMEVJhUrZdBQbFAlV0rzMtHLoIgJYW4j4ZVKTPN+8MEH8fzD7bffPpx//vllu/9/+eWXeJ8TbGIRgLMY01FSzTGsIkmSpFIHIwh7M8nLGxOn66yzTpzkZXKRsX8ljPlbE1TJN5GdgivUb9RDKYxfacda8vu4/PLLY+iejRGrr7562a6LNY0kSZKqAePWRx55JNYzd911V1wToJahpll33XUrpstiCqqwRjD//PMX/XUEV77++utYz1DXUDMQwqeeYaNBpaxBJayJsEbG9WPdrJybBaxpVCkMq0gqaRs6XoAJsDAJmtK85WxD99FHH8UQR2uDKsWkeRkUMdFbCWlebidBlS233DIMGTKk7Ncn20YbbRQWW2yxcOWVVzZ7OcMqkiRJKhcmPakbmOSlphk7dmzclUhbbeqazp07lyW4QlDlxRdfjLvx6GQ5NXUVnQ/T8adM+M4222wNwZWZZ545lPv+J+R+0kknhfvvvz+stdZaoZJY00iSJKnSUTuwaZQNpHfeeWd8n/UCahq6SZYrOEENQpeP1gZVCnX+T8EVbt8888wTaxr+LfdRSN9++23cyE23eU4nqLTNAdY0KpfKWa2U2gkL2kwS5r4NHDiwYQKO/ydVyYvCtttuG1+8stH1gRbPTMgxMXfkkUfG41+yPf744zHgwAv44osvHq6//vom1+Wyyy6L14cXHQIZzz//fKPPF3NdasUss8wStttuu3jky8SJE+P54rw477DDDvFcvkMPPTQ8+eSTTe7nagiqgPAHA55lllkmJpKXW265+LHXX389DgD5l0EX3VhK7bPPPouP5969e1dcUCUFfX7++edyXw1JkqSKYU1TeagpCVgfddRR4dlnn42dGZloZJKXNtVM7HE8DTUGk6SlDqq0tqNKPtStCy20UFh11VVjTbPgggvGQP6oUaPibaZ24tigUt2+hJ934403hhNPPDFO6lZaUAXWNJIkSVNYz1QmuqhQt1xxxRVxzYAg/uyzzx4OOuig0K1bt9C/f/9wzz33xO6LpcKaCR1VWFeZmqBKqtnoeM9609prrx3rmplmmim89957cT3vlVdeCRMmTIh1VDk2c9PxnvXEO+64o+KCKrCmUblU1oql1A7GjBkTX3DSG+dYgxcCEIrgBXf48OExRPD555+HbbbZpuHrCROwsE8LLCblbrjhhhhEYQdXMn78+HgZ0qYvv/xyOOSQQ8Jee+0VWxEnt912WzjssMPCoEGD4gQik4eEBUh0Ji1dl1rFAIHdh9y3BFeuueaaeL/37ds3Bn8OOOCA2JqO30FH+fDDD9stqJKLMAjnvvfo0SNO8q600kpxIMh59/yeGXwRSipFcIX7l8cq12Po0KFlD6oce+yxMZTE/U9amvcZKO6yyy7x87vttlv8WMJjgL8x3vh/BtH8PwNMSZKkWmVNU9mYBF144YUbAvcEVBjPUnvS3YSxN8duMmbtqGBHblClvcf5fN8uXbrEemm99daLCw4cEzR69OhYJ3PbeL+jgyt8fzY8EBJiUpfrUm7WNJIkSc2znql8BN3XX3/9uLmVeoZu+AsssEA45phj4tifeXo6ShJW7+igyrLLLhu7n7R3zUYQp3v37rEjJpvJ2TDOugRrNNRSrDV05BpUQvhnxx13jGEQwvds7C43axpVEo8BUs0jSHLvvfeGd999N06mcTQLk110+QABAnbCsVNsjTXWiEfV0PqM4Eh6gSRpevTRR8cXTybt+H9evOmWkey0006xVfKDDz4Y3+fFb7XVVosdRMALEbvUDjzwwPiCTzuylq5LvaGrCgMFwjucn0i3jdSG7ve//327taFjQELgaJVVVokDllJhopVuMulMeDrr0FUntaFr7/Mh+TmbbbZZDMuwE5Ez7MuNdPbIkSNjkIyQEJP5/D1tvPHG8fMMkBkMp05F/K5IdedikpqQiyRJUj2wpqkOjPcZg9NthYndxx57LAbYOfqUmob/b4+jggiqvPDCC7E+6oigSnMI3HOePPUM/1LDpKOCGN+391FI1IZ0I6VVOceaVgJrGkmSpNaxnqkerGNRazD+Jiz+6aefxrl76pnNN9+83dZTOjKo0pIffvih4agg1ms6deoU6xnW69q74wlrQH369InrgWx2b++N021lTaNKYlhFNY1UJGeH0+HkuOOOC48++mjYcMMNw1dffRXbgSXsimPAxM44OqiQbqR7Q0KwYdFFF41pSxb+2SnHDrOLLrqo4TLXXXdd/B686PBzOUKIF3QmJpN+/frFQAtBjGKuSz1jEvTpp59uOD+RQQOTk9yftKpr65np5Qqq5JvIpvVbCq7w/3RjYWDGoIhQ1NT417/+FTuqLLHEEmHYsGHtHoSRJElSaVjTVCfG+9R61H6016ZzJDUlk7zUNLS5bkvIJAVVmEQl+F3OzonUbBwTRE3DG7szmeTljRp3aq8b993ee+8d65mtttqq3a63JEmSSsd6prqDKwRKWKMhjE+neta06JrPJmPG/G0Jq5czqJIvTJLWaFjbY80ohfE5IWBqH/u77rpr7H5PF05CMZKa8hgg1TRCDoRDdt999/g+LwqEALLDIeDFh8+ly+S+QKb3W7oMnVto6cUOMybu8l0m+3u0dF3qGROddM9Ibejuv//+GDwidESnDY4MYtK3NW3oCKlUQlAFDOJoO8eEda9evWIrOsIqJJVpJT527NjwySefxMFSazEpziQ49xOdewyqSJIkVS9rmurEeJ/x/R577BE7fVLj0WqZbpocJ8smiHRkLJPA1RZUSTUbQXuCN9Ru/Mtt4bhPappx48bF2rjY25eNTqYctUuHSIMqkiRJ1ct6pnpRb6y44orh9NNPj2N7apHVV189DB06NK49bL311nETN+GTYo8HJRhCUGW55ZYre1AF1FZdu3aNpySss846cQ2KGuaZZ54Jzz33XFxPYqNxa1G7sS7JGg8dVQyqSIWV/0wIqQNdc8018RgUXmBU3YMiwhy8nXfeeXFQRFDltNNOC/vss0/stMLuRH7XhFDypXkZVBB6qYSgSj50iuH4G95SmpcJ7bfffjteX5K8DN5aSvOS/uW+mH/++cPtt98+1R1aJEmSVF7WNLWBTQoE7nmjayRhfGoaahiOBGV3IuN4JknzhVAqLaiSi+vDEae8MVHNphFqmjfffDMe90qohZqGzxNyac7DDz8cQz489rfZZpuS3QZJkiS1P+uZ2sCaC+F03jid4N13340dV66//vp4UsDaa68dN9BS17COkW+NhvqAYDtBFWqDSsMxqwsuuGB8o/4ihEPHlffffz+u36SOK2xCbq6jDPUPHSLfe++9eMICNZCkwiprdkNqRwQTaLXMbqyEBXxabzFxlo0XHD6XLsP7uZ9Pn2vuMoQKCBMw2cgEXL7LZH+Plq6L8k+CMoF79tlnx12Jzz77bDyn/fzzz49p3u233z7cdNNNsR11SvMef/zx4ZxzzqnYoEoxaV6O9Wkpzcuk97bbbhsnwpn4ZnAlSZKk6mVNU5tmm222sOOOO8ZwOfUftQy799iZuNRSS4UjjjgiHolKt04QYv/9738fL1OJQZVcTNyyc3DJJZeMk9YcoUtt8s4774THH388vPLKK/E2MYmb67HHHoutsi+//PJ4H0mSJKl6Wc/UJsb7SyyxROyC//zzz8dx/hZbbBHrGz7eu3fvcNlll8Uu8mmNhjWbPffcs2KDKrnoVs+6DB0x119//dghny7/3F7WaQjrsHE4t6MMNdz+++8fQzmsT1bDbZXKrbJnOKSpQPsxXgh4kUwIK/AiM3LkyIaP0bni448/jkexgH95ISHlmXCeHCGHpZdeuuEy2d8jXSZ9D7pZ8LOyL0PrY95Plynmuqh5TNISVKHDyuuvvx5baK+xxhrhiiuuiIMHdibSMvrqq68Ou+22W5wUrjYpzcvjhdbahFgIOBFa4XYdeuih8f8JqhDU4bFHa8WpPU9RkiRJ5WdNU/vYoUf3kJtvvjkGOAhpcLTsTjvtFLp37x535BFgZ/fexhtvXPFBlXwT2XPMMUe8LWuttVZsG85t4bz7J554Ihx++OHx6Ffq76eeeire7osvvjh2oGlut6IkSZIqn/VM7WPMziZiAveEONhoyzoFR6GynkbonrH9QQcdFMf61RjemHbaaeMGc9aiCK4QyKE7PutRd911V9ww/8ADD8TN6dzO0aNHx/VCN6VLxZkmU+xBYlIVIRjCC2SfPn1iB45s++23X2y5THsyAigHHnhg/PioUaMako+cw0dq8txzz40ThryY8oJz5plnxsvwgrvsssuGgQMHxjQorbx4EeJcbVKjuO2220K/fv3ClVdeGSfkLrroopgspRtIOouvpeuituFpjRZr/H743SC7DR2DhGqf+GQXIreNiV0GgaCjDwllBkzVfvskSZLqnTVNfWOikxA6NSM7+Ah4EMQnkM94vxaO+6RbJMe8cjup36hhmNi+8MILndiVJEmqctYz9Y01GtbWODLo2muvjR8j7MEaDTXN4osvXvVrGDzGX3311djVnw6SP//8c6zTUpdINqtLaplhFVWUlJ2a2hcpzrgmNEKnElKO2Ug8sntr2LBh8cWDy/HikZ1ypD0dk4K8wMwyyywxdELohQRlwufoavHGG2/Ezhcnnnhi2H333Rv9rEsvvTQMHjw4vigTgLnkkktCz549W3Vd1DZ0W+H+ptUaO/k4Fudvf/tbTLXyO2BQxBu/u2oeFPEYYkKXxyzdVx566KHYQYbdmRwJxO7Fls6ElyRJUmXVM7CmqW8c+bPhhhvGo3RuuOGG2E1x+PDhMdhB5xU6iBLE32ijjeIxotVs7Nix8fako46o2ahjqGeoa6jZJEmSVBqu0bhG017++te/xrU11r84TYAuJKzTsAmXOod6huAKR6FW8xoNoZWjjjoq1mubbrppPE2B9T5uHzUNHTLpoC8pP8MqKrtff/01/OMf/4idTHIHRdX8AqXyOfXUU2PHEQY9nIGY/Zj67LPPYmiFQREdSTg/nQERwZVFFlmkqh5z7LbkPPcJEybEUA7nwvMxBkPcPiayuS84I1GSJEkdw3pG7Y36mKBKjx494vFA2Tvy6ARKHcN4/4477ojnpLPpgZpmk002iccKVZOXX345BlU4757W4dRjn3/+ebxt3MYxY8aEv//971V3uyRJkqqJNY3aG8ENNndzAsGWW27ZaI3mq6++CnfffXdcp2GTBusyrM9svfXW8USDajr6lKAK3WO4nY899ljcPM/Hnn322YZ1qM022ywMHTq03FdVqliGVVR2vBgxMTVgwID4IrTqqqvGLiTZmJCzO4SKwUCArjgHHHBAo6BKoTZ0BDoYMHBeOgOhFFzhTPVKDq5QQJBK5kgqQjlzzz133qOCuNxMM81UlusoSZJUD6xn1N7GjRsXw/d06szu7pmv9nn++efjjkXCHYQ62LVHTcOOPjouVrLXX389TtwedthhcU4gX/2VjkCSJElSx7GmUUd0vmejMMH05hC+v/fee2Ow48EHH4ynDqTgykorrVTRwRXWmE4//fRw3XXXxaAKHWLyXYbjT61ppMIMq6jsDjzwwHDVVVfFlr8cuXPfffeFPfbYIx6fw/u5DK6ovTFg+Ne//hXb0DHRS/iDBGw6P7HS2tARQtlrr73iJDaDoHnnnbfcV0mSJKluWc+oEhBceemll2I9w0Tvxx9/HI8IoqbZfPPN49GolVTTvPnmmzGowkaDk08+uaKumyRJUr2xplElIKj+wAMPxM3F999/f5hrrrnCVlttFddoVl999Yra0M6a0rnnnhsuv/zyJh3+JbWOYRWV1U8//RTTkQsttFBsb/y73/0uvhjtvPPO4aGHHoovQJzpxsI8Kcz55puvyYQcKjldqerCIOPrr79u1IZu4YUXjucLkuZl0FHOxxthLSZ0aYdNNxiSxpIkSSoP6xlVak1D15IUXHnnnXfCBhtsECd52dnIpG85wyFcH4IqdIo866yzDKpIkiSVkTWNKtEPP/wQ12YIrtB5hWNBWaMhjL/mmms224GyFPXWxRdfHM4777zwyCOPxLVLSW3nCr/KauzYsbE18cCBA2NQBRwBxBEso0ePDl9++WVMUDKBxbEuXbp0iS8AvBiA0EAKDqTgSvr3rbfeCp999lnZbpuqE5O2nTp1ihOndFqhlTZnDn7wwQdxZ+IKK6wQjj/++PjYTY+1UuHnHXTQQeG5556LgyCDKpIkSeVlPaNKrWkI2Z9yyinh1VdfDa+88kpYZ511YkfTRRddNE7yXn311bHWSbV1qVBXcWZ9nz59wplnnmlQRZIkqcysaVSJCKcQtr/pppvChAkTYi3z888/h1133TWuH9INiI4mv/76a0mvF/UT3VQ4GYJjiwyqSFPPsIrK6rbbbosvOqusskqjj0+aNCnMNNNM4amnngq//PJLDKlwjjVnv3Xr1i0eg8IOsaOOOiqMGDEifk0KraR/6dBCRxZ2bUltNfvss8dOP+xKZDL37LPPDhMnTowTrMsss0w4+uijw6hRo2LHk44Oqhx++OHh8ccfj0EVuhFJkiSpvKxnVA3BlR49esTA/QsvvBCP39lkk01iZ1MmeelwMnTo0LjRo6ODKx999FHs7MKkM5tQ7JAqSZJUftY0qnQzzjhjrCOuvfbaGFz5y1/+EjursP5HGJ9O9JzUQJilI1EvEfo/44wzwn333RdPhpA09QyrqGwIofACQjBlwQUXbPg44RLeCANcf/31oXfv3uGCCy4IvXr1ipNqBAR22GGH2GnljTfeCH379g0bb7xx+PDDDxt9/0MPPTR2xmACrposssgicUIx943uM1h//fWbfG7fffdt9D04n5wXb4JA8847bzjyyCNjwCcboQdSnzPMMENYfPHF432d67LLLovXh8FAz549w/PPP9+kRSDXa+655w6zzjprPLKJQEet4jZuv/32YdiwYfF2XnLJJeGbb76Jj8cll1wyBqqefPLJJvd1ewRVjj322BjAIqjC70SSJEnlZT1TmDVNZaJ2pPYjcE+3xvfffz8GR+64446w1FJLxU6S1DiESto7uEIYhhqV+p6fYVBFkiSp/Kxp8rOeqVzTTTddXA+88sorw6effhqPCeL0BjqtsNGdAAvHBv3444/t+nOpj2688cZw4oknhrvvvjseRSSpfRhWUdm89NJL8V86UjzxxBPx/wmfsKuLROKcc84ZjwLaaqutGh13cuqpp8agwK233hpfdF5++eX4okSAIKHNMd0upp9++qprKzxmzJiYDk1vqXMMIYlk7733bnSZc889t+Fz3J9MAjLQ5D644YYbYhCFo2yS8ePHx8twbjn33yGHHBJfxAkPZSeqCV8MGjQovPjii/H4GyYWv/jii0aBoHvuuScMHz48/g4///zzsM0224R6QOcfzkdkgMLvgEQtLedoQ8cEMGGqkSNHTnUbOoIq/O4YdBFUWWyxxdrtNkiSJKntrGcKs6apfNTJCy+8cKz56GhKQIWOktSEyy+/fFhvvfXiphECLVMbXKEzJfXnuuuuG+t9gyqSJEmVwZomP+uZ6kB3FTZ3X3rppbGeYb1wvvnmiycyEDjq169fPKHh+++/n6qfQz10yy23xO975513xrpGUjvKSGVy4IEHZvbYY4/MqaeemllhhRUy2267bWappZbKrLzyypmXX34583//93+Z7t27Z5555pmGr3n33XczPXr0yAwZMqTR9zrggAMym2++eebrr7+O7/fv3z+z0korZV577bVMtTv44IMziy22WGby5Mnx/fXWWy9+rJD7778/85vf/CYzceLEho8NHTo0M/vss2d+/vnn+P5RRx2VWWaZZRp93Y477pjp3bt3w/urr756ZuDAgQ3v/+c//8l07tw5c9ZZZ8X3ua+nm266zPDhwxsu8+abbzKLmXn22Wcz9eqXX37JjBgxIrPPPvtk5ptvvsxcc82V6du3b3w8f/nll5nvv/++6Lfvvvsuc8wxx2TmnXfezLhx48p90yRJkpTFeqZ41jTVg7pzwoQJsYbceOONY823/PLLZ0466aTMCy+8EGuU1tQ048ePjzX8zjvvnPn111/LffMkSZKUxZqmONYz1YW1rNGjR2eOPPLIzOKLL56ZeeaZM3/84x8z1157bax1WlPP8Hb99ddnZplllswDDzxQ7psm1SQ7q6gs6PpBOpV0I22zzj///DDHHHOEnXbaKXaQoIsHR9CsttpqsUtF8vTTT8ejbZZbbrmGj9G5gq9977334r+09+JIoHXWWScsscQSRXevqNT7ifP39txzz0YdYjhffJ555gnLLrtsPB7mhx9+aPjcs88+G+8fEqQJHVE4bmncuHENl6HFczYuw8fTz+U88+zLsPuN99Nl+Dz3ffZlOAu9a9euDZepR7Sh4z654oorYqtrHs88Lg866KDYhq5///6xG01LbehI69Ixh44tdFRZeumlS3YbJEmS1DzrmeJZ01QX6k46m3LULF1W6CJ58MEHh7Fjx8ajeemCevrpp4fXX3+9xTr6n//8Z+yUSt1Kt092PkqSJKkyWNMUfz+5RlNdWMuibmF95e23347rissss0wYPHhwXJPcYYcd4u/0q6++arGLJJ1UBg4cGE962HTTTUt2G6R64kyByoJjemgFzKQVNtxww/iWfPfdd+Gbb74Jm222WZh33nkbPr7ggguGL7/8stGxQLygPProo7FNMR577LF4GVoXcwwQLzaFjgJioMEE24wzztjo43ysEloT80L49ddfh913373hY7Rmpl1z586dw6uvvhrPG+cFl3Zm4H7NDqogvc/nmrsMgRZCFNynHCeU7zJvvfVWw/fg/uW4ptzLpJ9T737729/GNnS8XXTRRfFceMIrxxxzTJy4JSDEGfGbbLJJmHXWWRu+jsfsxRdfHIYMGRKDKtnhLEmSJJWf9UzxrGmqF3X03HPPHTdP7LHHHrFGJ3hPTUN9Q33O0ajUNGw4ya6hqSn53KKLLho3WxDqlyRJUuWwpimO9Ux1o0ZZaaWV4huhezZ0//Wvf42b5Q844IC4dkM9s+WWW8baJ3stkWOF9t577xhs4fOSOoZhFZXFUkstFS6//PKwyiqrxPfp0MHCPi8cLNSzcM/OrXSWXAqc0LmDIMvjjz8ellxyyfh1N910U3jnnXfiZBlGjhwZOnXq1PC9m0N3EEIy/KzszhWVEFTBNddcEwM7BFOSAQMGNPw/IYYFFlgg3gbOEl9sscXKdE3VEh7fa621Vnw777zz4mOOSd5TTz01/k433njjOJm7+eabx8c0KV92Mq688sreuZIkSRXGeqZ41jS1gXqcjQp9+/aNb99++2247777Yk1DCP93v/td+MMf/hC23nrr2OGUCV9q1dtvvz1ucpAkSVJlsaYpjvVMbdU0bKDnbdCgQXFdkXrm2muvjd0k11577VjH0B2SMBehfT5HjSOp41TGirzqDmGU7K4p7LJKARFeMFI74VlmmaXhY2DnFi8ixx13XFzU79OnTzjjjDPC4YcfHtt60SnlpZdeipNjBFuyvzYfvmaNNdYIN954Y3yfriJ0KGEA0lL7r4720Ucfxa4ae+21V7OX69mzZ/yXY5BA15m///3vjS6T3k8daQpdZvbZZw8zzTRTPGKIcEW+y2R/D+5vOr8Uuoyab0N3zjnnxE41o0aNisEjQiwLLbRQOOGEE+LEL5eRJElS5bGeKY41Te2abbbZ4jG+w4cPjzUgtcw//vGPGFjh+FPqcGrrGWaYodxXVZIkSXlY07TMeqZ2Ua+wIZ61xjFjxsTTC1hz5Lif7t27h+233z5cccUV8cggSR3LsIoqUnOdTWjN9cQTT8ROKJwvRxu2o446Kn6Os+cIT9DSi6N9mguc8DkCGaQoCQx88sknYb/99guHHXZYePHFF5sNuZTCddddF8M8W2yxRbOXe/nll+O/7FoD54i/9tpr4Ysvvmi4zIgRI2IQJXWP4TJ0oMnGZfg42PlGZ5rsyxAg4v10GT5PyCj7Mrygf/zxxw2XUXGP9RVXXLGhBR2/B44AWnPNNb37JEmSqpT1zH9Z09QHNplsu+224ZZbbonBlWOPPTYGVXKP25UkSVL1sKaxnqkXrAVyfOmRRx4ZNxa/+eab4eSTTw677LJL2dcJpbqQkWrIsccem1l//fUzY8aMie9Pnjy5xa95++23MwsttFBmmWWWyay88sqZp556KlNu//nPfzJdu3bNHH300Y0+/t5772VOPfXUzNixYzPjx4/P3HXXXZlFF100s+666zZc5t///ndm2WWXzWyyySaZl19+OfPggw9mfve738X7Jvnggw8yM888c+bII4/MvPnmm5nLLrss89vf/jZeNrn11lszM8wwQ+b666/PvPHGG5kBAwZk5pxzzszEiRMbLrPvvvvG6/noo4/G69SrV6/4JkmSJKl+6xlY00iSJEn1p1ZqGusZSSoNwyqqSgwUCGVkY9CzwQYbZPbff//M999/3+zXp6/98ssvM5dccklmmmmmiV/7zTffNHyvcnrooYdoCRMHadk+/vjjGEyZa665YpBk8cUXj4GTdL2TDz/8MLPZZptlZppppsw888yTOfzwwzO//vpro8s89thjmRVXXDEz/fTTx8DLdddd1+R6DBkyJIZRuMzqq6+eee655xp9/scff4z3d6dOnWL4Zeutt85MmDChXe8LSZIkqdbUej0DaxpJkiSpdtV6TWM9I0mlMQ3/KXd3F2lqTJo0KTz22GPxaCDOk+McOc7J/ve//x0/z1E/2a26eMjz/oQJE2IbL9rZvffee/E8ussvvzz8+uuv8XgbSZIkSepo1jOSJEmSqpk1jSSprX7T5q+UKsj9998fHn300TBkyJCw0UYbhW+//TZMO+208Y1gCgGVFF75z3/+E2666aaw2mqrxY9dddVVYejQoeHOO+8MEydONKgiSZIkqaSsZyRJkiRVM2saSVJbTNumr5IqyOyzzx6uvPLKhvc/+eSTGFghlLLbbrvFt0UWWSQGV0AnlTnmmCPsuuuu4YwzzoidV2aZZZYYUhk9enT44x//WMZbI0mSJKmeWM9IkiRJqmbWNJKktrKzimrOQgstFB5++OFw+OGHh8cffzyssMIKoUePHuGkk04Kb731VgyrcEzQ2WefHYMqhFrmm2++0KtXr3DRRRfF7+HpWKpFdBBafvnlY/HAG4/5Bx54oNmvGT58ePz7mXHGGcNyyy0XE/KSJEnqONYzUn7WM5IkSdXBmkbKz5pGamqajKvyqnGff/55XJDn6J8vvvgivPHGG/H4n9RpJfnpp5/CuHHj4mI+XVakWnPPPffEgFb37t1jIOuGG24IgwcPDi+99FJYZpllmlx+1KhRYd111w1nnXVW2HLLLcMtt9wSzjnnnPDiiy+GZZddtiy3QZIkqd5Yz0j/ZT0jSZJUnaxppP+yppGaMqyiuvLdd9+FWWedNUyePDl2WJHq3VxzzRUDK/3792/yuR133DF8//334d5772342BprrBFWXHHFcMUVV5T4mkqSJMl6RmrMekaSJKm6WNNIjVnTqN65Wq+6QlAFBlU6FkcrnXjiiaFbt25hpplmCosttlg47bTTGh2vxP9zNNMCCywQL7PRRhuFd999t9H3+fLLL8Muu+wSj6yZc845Y6CCwWy2V199NayzzjrxmBraC5577rmtPsqmmOtSi7+jW2+9NYZROA4on2effTbeF9l69+4dPy5JkqTSs54pHWuaymY9I0mSVJ2saUrDeqbyWdNI/2VYRVK746gYzt679NJLw5tvvhnfJ0QyZMiQhsvw/iWXXBI7dIwePTrMMsssMQjBcUwJQRWOZhoxYkTs7vHkk0+GAQMGNHx+0qRJYZNNNgkLL7xweOGFF2KHkJNPPjlcddVVjY6y6dOnTwy6cNzNn/70p/j2+uuvt+q61IrXXnstFgQzzDBD2HfffcMdd9wRll566byXnThxYphvvvkafYz3+bgkSZJUy6xpKpP1jCRJktQy65nKZU0j5chIUjvbYostMnvuuWejj22zzTaZXXbZJf7/5MmTM/PPP39m8ODBDZ//+uuvMzPMMENm2LBh8f033niDNiyZMWPGNFzmgQceyEwzzTSZzz77LL5/+eWXZzp16pT5+eefGy5z9NFHZ5ZccsmG93fYYYd4fbL17Nkzs88++xR9XWoJ99W7776bGTt2bOaYY47JzDPPPJlx48blvex0002XueWWWxp97LLLLsvMO++8Jbq2kiRJUnlY01Qm6xlJkiSpZdYzlcuaRmrMziqS2t2aa64ZRo4cGd555534/iuvvBKefvrpsNlmm8X3x48fH7tzZB8xM8ccc4SePXs2HDHDvxz9s+qqqzZchstzhBPdT9Jl1l133TD99NM3XIaOKG+//Xb46quvijrKppjrUku4rxZffPGwyiqrhLPOOiussMIK4eKLL8572fnnnz/8/e9/b/Qx3ufjkiRJUi2zpqlM1jOSJElSy6xnKpc1jdSYYRVJ7e6YY44JO+20U+jRo0eYbrrpwkorrRQOOeSQeKwP0jEyzR0xw7/zzjtvo89PO+20Ya655mp0mXzfI/tntHSUTTHXpZZNnjw5/Pzzz3k/16tXrxg6ysaRTHxckiRJqmXWNNXBekaSJElqynqmeljTqN5NW+4rIKn23H777eHmm28Ot9xyS1hmmWXCyy+/HMMqnTt3Dv369Sv31atbxx57bOxu07Vr1/Dtt9/G38/jjz8eHnroofj53XbbLXTp0iV2XMHBBx8c1ltvvXD++eeHLbbYItx6661h7Nix4aqrrirzLZEkSZI6ljVN5bGekSRJkopjPVOZrGmkpgyrSGp3Rx55ZENyF8stt1z46KOPYgiCsEo6RoYjZRZYYIGGr+P9FVdcMf4/l/niiy8afd9///vf4csvv2z4+kLH1KTPNXeZ7M+3dF1qBfcngZQJEybEo46WX375GFTZeOON4+c//vjjeMxSdqtAAi0nnHBCOO6440L37t3DnXfeGZZddtky3gpJkiSp41nTVB7rGUmSJKk41jOVyZpGaspjgCS1ux9++KFR6AG//e1vYzszdOvWLYZEso+YmTRpUhg9enTDETP8+/XXX4cXXnih4TKPPvpo/B49e/ZsuMyTTz4Zfv3110bH1Cy55JKhU6dORR1lU8x1qRXXXHNN+PDDD+OxPwyKHnnkkYagCuiycv311zf6mu233z68/fbb8Wtef/31sPnmm5fhmkuSJEmlZU1TeaxnJEmSpOJYz1Qmaxopj4wktbN+/fplunTpkrn33nsz48ePz/ztb3/LzDPPPJmjjjqq4TJnn312Zs4558zcddddmVdffTXzxz/+MdOtW7fMjz/+2HCZTTfdNLPSSitlRo8enXn66acz3bt3z/Tp06fh819//XVmvvnmy/Tt2zfz+uuvZ2699dbMzDPPnLnyyisbLvPMM89kpp122sx5552XefPNNzODBg3KTDfddJnXXnutVddFkiRJUv2wppEkSZJUraxnJFULwyqS2t2kSZMyBx98cKZr166ZGWecMbPoootmjj/++MzPP//ccJnJkydnTjzxxBg2mWGGGTIbbrhh5u233270ff71r3/FcMqss86amX322TN77LFH5ttvv210mVdeeSWz9tprx+9BQIbgSa7bb789s8QSS2Smn376zDLLLJO57777Gn2+mOsiSZIkqX5Y00iSJEmqVtYzkqrFNPwnX8cVSZIkSZIkSZIkSZIkqb39pt2/oyRJkiRJkiRJkiRJklSAYRVJkiRJkiRJkiRJkiSVjGEVSZIkSZIkSZIkSZIklYxhFUmSJEmSJEmSJEmSJJWMYRVJkiRJkiRJkiRJkiSVjGEVSZIkSZIkSZIkSZIklYxhFUmSJEmSJEmSJEmSJJWMYRVJkiRJkiRJkiRJkiSVjGEVSZIkSZIkSZIkSZIklYxhFUmSJEmSJEmSJEmSJJWMYRVJkiRJkiRJkiRJkiSVjGEVSZIkSZIkSZIkSZIklYxhFUmSJEmSJEmSJEmSJJWMYRVJkiRJkiRJkiRJkiSVjGEVSZIkSZIkSZIkSZIklYxhFUmSJEmSJEmSJEmSJJWMYRVJkiRJkiRJkiRJkiSVjGEVSZIkSZIkSZIkSZIklYxhFUmSJEmSJEmSJEmSJJWMYRVJkiRJkiRJkiRJkiSVjGEVSZIkSZIkSZIkSZIklYxhFUmSJEmSJEmSJEmSJJWMYRVJkiRJkiRJkiRJkiSVjGEVSZIkSZIkSZIkSZIklYxhFUmSJEmSJEmSJEmSJJWMYRVJkiRJkiRJkiRJkiSVjGEVSZIkSZIkSZIkSZIklYxhFUmSJEmSJEmSJEmSJJWMYRVJkiRJkiRJkiRJkiSVjGEVSZIkSZIkSZIkSZIklYxhFUmSJEmSJEmSJEmSJJWMYRVJkiRJkiRJkiRJkiSVjGEVSZIkSZIkSZIkSZIklYxhFUmSJEmSJEmSJEmSJJWMYRVJkiRJkiRJkiRJkiSVjGEVSZIkSZIkSZIkSZIklYxhFUmSJEmSJEmSJEmSJJWMYRVJkiRJkiRJkiRJkiSVjGEVSZIkSZIkSZIkSZIklYxhFUmSJEmSJEmSJEmSJJWMYRVJkiRJkiRJkiRJkiSVjGEVSZIkSZIkSZIkSZIklYxhFUmSJEmSJEmSJEmSJJWMYRVJkiRJkiRJkiRJkiSVjGEVSZIkSZIkSZIkSZIklYxhFUmSJEmSJEmSJEmSJJWMYRVJkiRJkiRJkiRJkiSVzLTFXvCnn34Kv/zyS8deG0mSpAKmn376MOOMM3r/SGozaxpJklRO1jSSpob1jCRJqrV6ZtpiB0Hdui0SJk78e7v+cEmSpGLNP//8Yfz48QZWJLWJNY0kSSo3axpJbWU9I0mSarGeKSqsQkcVgirvfjguzDb7rP/9YCb987//yfr/ho9kCn08k+drc75fw2UaXyLzv4/n/szGX5v/5xb+3oU/N+V75P/ezd/eKd8l61tPeb/RNch/37R0+/NfxwK3u8n1yPO53J+XexvzXI9Cn5vc5OO5P7Ppx3Lfn1zoMZT1czItvJ97PYr5uen9yc1d9ybfK//PzWSmyXPdG3/N5ND4MlN+/v8+nvXFk3O+X/r+uT+v4Xbnvp/nOuV+z6Y/o/DPz30/9+eln5X3OjY8ZHO+Z87tTj8j+2NN7v+cy065XNbPz/l5Td7PvX+y/1YK3e7cn5/zu8x/2dyf3/hvp+Fy6QJZH5zyPTKNLlPoe+X9mibfq/HPa/z7zvl+TS7b/PXK+7dR4Hbmfo9mv/+UX0Te25/3a3P/nv/3Cy/4vZu7zg23s/GdnO9rC12Pyc3c71Pu75wrO+WG5r8Rjf7Qm9zA4j5e1M/J/Xz2lW/huqZHxJQ7IPuG5/ycrJ/775/DxOcuiGMSu6tIaotiappC9Uz+z+X/mtwxeeNv0/R1urU1R4tj/mZqnZbqpeZqvKJrmmZqveJvfzO3u+D4vOntLramae76tVTTFHq/mJqmUP2S72PFXo/W1DRTfkbu/dNyTVOonsl3mUJj+0wx9ULDNy0wXg956oWcjzW5PkV8baGfV6ieyXudCt3unPuu8Riw0GUL1C95fn6hmqbZ+6yFmqZQPdP4OuX8XTUM9XKem3Iun32ZFr9Xs7VO4+815b7M+Zrs+6zImqbJ32O+n1+gpin0vYupaQrVEY1/bu79kP/n5dYzjW9n42/a0m0opqYpWM80vqH5b0TD9SlQtzT3uRZrkUYPjtZ9j8Z3Vs5lJjdfz6SPWdNI6qB65r//m163Gr9+FR77Z72utFDTZF/yvx/OHjnm//mFfm5RY/4CtU7u9y7u9k75Ljk/tuiapm23v8Dtzvd6XrCmyf0eea57C7+jQnVEo+ucaf793HqmmJom9/3sKcvW1lapnsl7mSYfz/9zs8evmTau0TT6WGvXaFpR0xR6v7mf39IaTbPXMdN8PZP35za5v5u/XDE1TaHr1/j7t26NpvnLFrdGU0xNU6ieyff9il2jaXx/5jz35Fy2uXWNlmqaQvVM89c157I5t7/Zr839e88ZRjf384pdo8l/XVt4fstzv7d6jaY1NU0xtc7kFr4mb71S7HXN+R7NXacSrNEUfQwQZp99tjDb7LP970qlf7J+gQUGPO0RVpnyAM5+as7/84sdCDV6km/lQKi4nzvlu2R96ynv57n9pRgI5RuQNBkIteJ6FPrclId8/ieBtgyEGv3OWjkQas3PzR0I5b3uxf7cPIOKYsMh7RFWyZQ4rNLcoKLFgVCm9WGV3EFGR4VVCt7u3Oft5n7fBX9+47+d/AOT1g2E8k7gFjsZ2+h2N3/digqr5HxumnYMq0wZKLb9awsOsrK/XwsDoXyT300HII0/Ps2UB1MRX9vKAUqxg4t836s1PyfvaLK1g6niwirZd48kTY3maprWTOAWGi8XM/laeWGV5n7ulJ/Q+GY1f59VRFilyJqmuevXUk1T6P2OCqu05ue2VNMUuh55f26R9UPj79t+YZWC4/UOCqsUXWNl3+9F1jSF6pmODqs0e7tzh2CZ9g+rNBvaKDaskfO98n2/lsIqjYetzV+3QvVCqmfyX7cWbkMzXxum4msL1jwF6pnGtzP3sk3u3MYfL6am6YhaI/vKT27PsMrk1odVMm0Lq2TfhZLUnvXMf/83jelyxnaZ1tc6rV2jKa7myP+9W/Vzc753cT93ynfJ+bFTPlbsfdaq21/gdmd/t5ZqmoLXo+l1KXQdC9UR5QyrZDokrJJpdViltWs0UxtWKbamKfR+cz+/pevT7HXMNF/P5P25rVyjaa+wSmvXaNo7rNLaNZr2Wldp7RpNa2qaQnVFc/dJS2s0bfna/D835/4seJ/lXK6YmqZQPdPs17ZHrZE+355hlclNf34HrSdlPx+1p9900PeVJEmSJEmSJEmSJEmSmjCsIkmSJEmSJEmSJEmSpJIxrCJJkiRJkiRJkiRJkqSSMawiSZIkSZIkSZIkSZKkkjGsIkmSJEmSJEmSJEmSpJIxrCJJkiRJkiRJkiRJkqSSMawiSZIkSZIkSZIkSZKkkjGsIkmSJEmSJEmSJEmSpJIxrCJJkiRJkiRJkiRJkqSSMawiSZIkSZIkSZIkSZKkkjGsIkmSJEmSJEmSJEmSpJIxrCJJkiRJkiRJkiRJkqSSMawiSZIkSZIkSZIkSZKkkjGsIkmSJEmSJEmSJEmSpJKZtjUXnjTp25AJmf++0/DP//4n6/8bPpIp9PFMnq/N+X4Nl2l8icz/Pp77Mxt/bf6fW/h7F/7clO/R3O0udHunfJesbz3l/UbXIP9909Ltz38dC9zuJtcjz+dyf17ubcxzPQp9bnKTj+f+zKYfy31/cqHHUNbPybTwfu71KObnpvcnN3fdm3yv/D83k5kmz3Vv/DWTQ+PLTPn5//t41hdPzvl+6fvn/ryG2537fp7rlPs9m/6Mwj8/9/3cn5d+Vt7r2PCQzfmeObc7/YzsjzW5/3MuO+VyWT8/5+c1eT/3/sn+Wyl0u3N/fs7vMv9lc39+47+dhsulC2R9cMr3yDS6TKHvlfdrmnyvxj+v8e875/s1uWzz1yvv30aB25n7PZr9/lN+EXlvf96vzf17/t8vvOD3bu46N9zOxndyvq9t+XoU/tomV3bKDc1/Ixr9oTe5gcV9vKifk/v57CvfwnVNj4jJeX5ukz+orJ/775+zbpwktV1zNU2heib/5/J/Te6YvPG3afo63dqao8UxfzO1Tkv1UnM1XtE1TTO1XvG3v5nbXXB83vR2F1vTNHf9WqppCr1fTE1TqH7J97Fir0drapopPyP3/mm5pilUz+S7TKGxfaaYeqHhmxYYr4c89ULOx5pcnyK+ttDPK1TP5L1OhW53zn3XeAxY6LIF6pc8P79QTdPsfdZCTVOonml8nXL+rhqGejnPTTmXz75Mi9+r2Vqn8feacl/mfE32fVZkTdPk7zHfzy9Q0xT63sXUNIXqiMY/N/d+yP/zcuuZxrez8Tdt6TZkX5cWa7o21Rqh+bqluc+1WIs0enC07ns0vrNyLjO5+XomfcyaRlIH1TP//d/0utX49avw2D/rdaWFmib7kv/9cPbIMf/PL/RzixrzF6h1mr/dhW7vlO+S82OLrmnadvsL3O58r+cFa5rc75HnurfwOypURzS6zpnm38+tZ4qpaXLfz56ybG1tleqZvJdp8vH8Pzd7/Jpp4xpNo4+1do2mFTVNofeb+/ktrdE0ex0zzdczeX9uk/u7+csVU9MUun6Nv3/r1miav2xxazTF1DSF6pl836/YNZrG92fOc0/OZZtb12ippik0nm/+uuZcNuf2N/u1TeqIxre1uZ9X7BpN/uva0vUo/LVtqzXauEbTqrWgfF9b7HXN+R7F1DQdWM8UFVaZfvrpw/zzzx+6L7JMh1wJSZKkljAWYUwiSW1hTSNJksrNmkZSW1nPSJKkWqxnpsnki4Hm8dNPP4VffvmlXX94tZs0aVJYaKGFwieffBJmn332cl+duuH97v1eT3y8e7/Xi2Ie6wyCZpxxxpJfN0m1w5qmOjj+qS3+PmuLv8/a4u+z9KxpJFVyPePrgvdppfMx6n1a6XyMep9Wuql9jHZEPVP0MUD8YBeI8uOXaVil9Lzfy8P73fu9nvh49z6XVFusaaqLr8O1xd9nbfH3WVv8fUpSdShVPePrgvdppfMx6n1a6XyMep9WutkrKNvwm3JfAUmSJEmSJEmSJEmSJNUPwyqSJEmSJEmSJEmSJEkqGcMqU2GGGWYIgwYNiv+qdLzfy8P73fu9nvh49z6XJJWPr8O1xd9nbfH3WVv8fUqSfF3wtbaaOHbxPq10Pka9TyvdDBWYbZgmk8lkyn0lJEmSJEmSJEmSJEmSVB/srCJJkiRJkiRJkiRJkqSSMawiSZIkSZIkSZIkSZKkkjGsIkmSJEmSJEmSJEmSpJIxrCJJkiRJkiRJkiRJkqSSMazSzu67777Qs2fPMNNMM4VOnTqFP/3pT+39I1TAzz//HFZcccUwzTTThJdfftn7qYN8+OGHoX///qFbt27xcb7YYouFQYMGhV9++cX7vJ1ddtllYZFFFgkzzjhjfF55/vnnvY870FlnnRVWW221MNtss4V55503Pn+//fbb3ucldvbZZ8fn8UMOOcT7XpLk2LMGOKatDY6Va5fjb0mqb3/4wx9C165d4/zjAgssEPr27Rs+//zzZr/mp59+CgMHDgxzzz13mHXWWcO2224b/v73v5fsOtfi3Pn6668f58Oy3/bdd99Q79p6f/oYbd4ZZ5wR1lxzzTDzzDOHOeecs6jfxe67797kMbrpppu24rdZu9pyf2YymXDSSSfF510e2xtttFF49913O/y6Vosvv/wy7LLLLmH22WeP9ynPA999912zX+PzaNvnYYYPHx569OgRL7/ccsuF+++/P5SSYZV29H//939xMLfHHnuEV155JTzzzDNh5513bs8foWYcddRRoXPnzt5HHeytt94KkydPDldeeWUYN25cuPDCC8MVV1wRjjvuOO/7dnTbbbeFww47LA6+X3zxxbDCCiuE3r17hy+++ML7uYM88cQTsdB+7rnnwogRI8Kvv/4aNtlkk/D99997n5fImDFj4nPL8ssv730uSYoce1Y3x7S1w7FybXL8LUnaYIMNwu233x43bLG+8f7774ftttuu2Tvm0EMPDffcc09c3GKMQLhlm2228c6cyvpl7733DhMmTGh4O/fcc+v+Pm3r/eljtHmEfbbffvuw3377teoxRjgl+zE6bNiwun+MtvX+5O/7kksuiY/n0aNHh1lmmSWu/xC0UohBFf7mWae59957w5NPPhkGDBjQ4l3j82ho9TzMqFGjQp8+fWIg6KWXXoqbuHl7/fXXS/dQzKhd/Prrr5kuXbpkrr76au/RMrj//vszPXr0yIwbNy7Dw/qll17y91BC5557bqZbt27e5+1o9dVXzwwcOLDh/f/85z+Zzp07Z8466yzv5xL54osv4vPJE0884X1eAt9++22me/fumREjRmTWW2+9zMEHH+z9LknKy7Fn9XBMW7scK1c/x9+SpHzuuuuuzDTTTJP55Zdf8n7+66+/zkw33XSZ4cOHN3zszTffjHNozz77rHdqG+sX58La7/70MVq86667LjPHHHMUddl+/fpl/vjHP7biu9efYu/PyZMnZ+aff/7M4MGDGz1uZ5hhhsywYcMy9e6NN96Iryljxoxp+NgDDzwQX5s+++yzgl/n82jb5mF22GGHzBZbbNHoYz179szss88+mVKxs0o7IZ302Wefhd/85jdhpZVWiq2bNttss9Imj+oULQZJy910002xzZZK75tvvglzzTWXd307JnFfeOGF2Pot4bmF95999lnv5xI+ruFjuzToarPFFls0etxLkpSPY8/q4Ji2tjlWrn6OvyVJ+Y5duPnmm+NxFtNNN13eO4g5S7oRZ8/fcHQARwk5bzl19Qv3/TzzzBOWXXbZcOyxx4YffvjBB2kb7k8fox3n8ccfD/POO29YcsklYxeRf/3rXz5G22D8+PFh4sSJjZ5H55hjjnhci8+jId4HHP2z6qqrNtw/3FeskdGFpjn1/jz6SxvWFvl47poMnVhK+VictmQ/qcZ98MEH8d+TTz45XHDBBfEsqPPPPz+ekfXOO++42NlBONeNs/I4v5EnLs4wVGm99957YciQIeG8887zrm8n//znP8N//vOfMN988zX6OO/T+lAdj/aShxxySFhrrbXiwEYd69Zbb42hT9qQS5LUHMee1cMxbe1yrFz9HH9LkrIdffTR4dJLL42LemussUY8cqEQFlinn376uJCYO2/J59S2+mXnnXcOCy+8cOjcuXN49dVX4++Eo5n+9re/eZe28v70MdoxOAKI4766desWjwvjKCY27LOg/dvf/tbHaSuk58p86z8+j/73/iEUlW3aaaeN6+zN3T8+j4Y2zcNwn5b7sWhnlRYcc8wxYZpppmn2LZ2bh+OPPz5su+22YZVVVgnXXXdd/DxnN6pj7ncGJt9++21MyKk093k2ugkxSOE8PrrbSLW0y5DOWEziqmN98skn4eCDD46p5xlnnNG7W5LqhGNPqXo5Vq5ujr8lqfa1dqx95JFHhpdeeik8/PDDcdF5t912i5tE1fb7tLVz5wMGDIg72Zdbbrmwyy67hBtvvDHccccdMRRQi6wHK+M+bY2ddtop/OEPf4iP0T/96U8x1MbGQ7qt1KKOvj/rUUffp/X2PFpL7KzSgsMPPzx27mjOoosuGiZMmBD/f+mll274+AwzzBA/9/HHH7fH76quFHu/P/roozG5yX2djS4rPBndcMMNHXxN6+8+Tz7//POwwQYbxLaQV111VQmuYf2gTRmFIUdcZeP9+eefv2zXq14ccMABcbD95JNPhgUXXLDcV6fm0Zbuiy++CCuvvHLDx0j/cv+zq+fnn382nS9JNcixZ+1zTFubHCtXP8ffklT7WjvWZtzG2xJLLBGWWmqpsNBCC4Xnnnsu9OrVq8nXMTfJMQNff/11o+4qtT5vWer6heNAUieRxRZbLNSajrw/fYwWd59OLb4Xzxs8RjfccMNQ74/R1kjPlTxvLrDAAg0f5/0VV1wx1Kpi71PuH9YLsv373/+OR9W15nWm1p9H22seho+Xey3SsEoLfve738W3ltBJhcAErdnWXnvt+DHObuRYGtq3qWPu90suuSScfvrpjQYtJOduu+22hicite99nlLhDA5TByHOPFP7oZUm9+3IkSNjShl0b+J9JofVMdgxcuCBB8a0LYlwWhqq41HMvPbaa40+tscee8Tzjml5ahtJSapNjj1rn2Pa2uJYuXY4/pak2teasXau1EGezUP5MGc53XTTxXlKOsyDNRE27OYLt9SKUtcvL7/8cvw3eyG7lnTk/eljtDQ+/fTT8K9//cvHaBuw7kAQgOfRFE6ZNGlSGD16dNhvv/1CrSr2757XEgKRhOz5ewaNC3h9as26b60/j7bXPAz3N58/5JBDGj42YsSIkr6mG1ZpJ7PPPnvYd999w6BBg2LymIDK4MGD4+do86aO0bVr10bvzzrrrPFfUnJ2ROgYDA7XX3/9+BjnbMh//OMfDZ+r5fR8qR122GGhX79+sUvQ6quvHi666KLw/fffx0V8dVw781tuuSXcddddYbbZZms4k2+OOeYIM800k3d7B+G+XnbZZRt9bJZZZglzzz13k49LkuqPY8/q5pi2djhWrh2OvyVJCQujHOPB5ttOnTrFoxJOPPHEOLeeFqkYjxN05DgF5iiZJ+vfv38c580111xxXYTNX1x+jTXWqPs7t5j6Jfc+5X5nTnLzzTeP82GvvvpqOPTQQ8O6664bll9++bq+T9tyf/oYbRnhMrpU8C8drtOi/uKLL96wxsZGwrPOOitsvfXW4bvvvgunnHJKDKhxv/OYPeqoo+Ll2Txe71p7f3LcDcEANuJ37949hld47u3cuXNDwKCe0eGLI9Q4Pu2KK66IjSEIWnAUFfcRfB5t+zwMR/116dIlPh5x8MEHh/XWWy+cf/75YYsttgi33nprGDt2bElP1DCs0o4Ip0w77bShb9++4ccff4wJL9JeDPSkWkGijrZZvOUGgjzLtP3suOOOcfB90kknxdAECdsHH3wwzDfffO34U5Rt6NCh8V8KoGwk9ltqTydJkjqGY8/q5pi2djhWliSp9sw888zhb3/7W9yAy0IWu89ZIDzhhBNiF3mwSEjnlB9++KHh6y688MLY3YKFazqwsFh9+eWXl/GWVFf9knufshP+kUceaVhQZDM09y2/h3rXlvsTPkabx5rDDTfc0PD+SiutFP997LHHGubGuU+/+eab+P90viZExdfQ8YLAwCabbBJOO+20hueKetba+xOEffh7HzBgQLxPCQ2y/jPjjDOW4RZUnptvvjkGVAiipdcbTtpIfB5t+zwMoarsDlUcr0Zgktec4447Lgao7rzzzpJuJJ4m4+qyJEmSJEmSJEmSJEmSSqT1h+VJkiRJkiRJkiRJkiRJbWRYRZIkSZIkSZIkSZIkSSVjWEWSJEmSJEmSJEmSJEklY1hFkiRJkiRJkiRJkiRJJWNYRZIkSZIkSZIkSZIkSSVjWEWSJEmSJEmSJEmSJEklY1hFkiRJkiRJkiRJkiRJJWNYRZIkSZIkSZIkSZIkSSVjWEWSJEmSJEmSJEmSJEklY1hFkiRJkiRJkiRJkiRJJWNYRZIkSZIkSZIkSZIkSSVjWEWSJEmSJEmSJEmSJEmhVP4fUSSWfjDSP/oAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(30, 30))\n", "plt.rcParams['font.sans-serif'] = ['Arial Unicode MS']\n", "id = 1\n", "for i in [1, 2, 3, 4, 5, 7]:\n", " ax = fig.add_subplot(3, 3, id, projection='3d')\n", " fig.colorbar(ax.scatter(ana_data['proj_x'], ana_data['proj_y'], ana_data['day'],\n", " c=ana_data['coef_refl_b0'+str(i)], cmap='GnBu'),\n", " shrink=0.8, aspect=30, orientation='horizontal', pad=0.05)\n", " ax.set_xlabel('proj_x')\n", " ax.set_ylabel('proj_y')\n", " ax.set_zlabel('day')\n", " ax.set_title('coef_refl_b0'+str(i), fontsize=15, fontweight='bold')\n", " id += 1" ] } ], "metadata": { "kernelspec": { "display_name": "GNNWR", "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": "3.13.7" } }, "nbformat": 4, "nbformat_minor": 4 } ================================================ FILE: demo/demo_gtnnwr_zh_CN.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": { "id": "BAEE51CAC7804597B5D0E06FB209A34B", "jupyter": {}, "notebookId": "64f833bbbc84d7d76f0dea9c", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "# 沿海水域关键营养物质的时空分布估算" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1 项目介绍" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.1 背景介绍" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**近海DSi精细尺度反演的时空智能方法**\n", "\n", "该案例显示了一种时空加权智能方法，可以获得沿海溶解硅酸盐（DSi）的高分辨率和长期分布。在近岸海域观察并揭示了由生物和物理因素驱动的精细尺度DSi变化和影响。\n", "\n", "溶解硅酸盐（DSi）从陆地向海岸环境的迁移是全球生物地球化学循环的重要组成部分。由于沿海水域强烈的陆海相互作用，沿海DSi的空间分布呈现出不规则特征（受陆地输入和海洋地形的影响），时间变化迅速，周期性波动短暂（受生物效应和洋流的影响）。然而，由于时空建模的不成熟和数据采样的低分辨率，目前对沿海DSi的研究通常以数百公里的空间和季节时间分辨率描述其粗略变化。因此，该项目将结合先进的时空分析模型和高分辨率数据集，以更高的时空分辨率分析海上DSi分布的变化。\n", "\n", "> [Qi, J., Du, Z., Wu, S., Chen, Y., & Wang, Y. (2023). A spatiotemporally weighted intelligent method for exploring fine-scale distributions of surface dissolved silicate in coastal seas. Science of The Total Environment , 886, 163981. ](https://doi.org/10.1016/j.scitotenv.2023.163981) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.2 数据说明" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "2010年至2018年浙江近海地表DSi数据集（通过将MODIS遥感数据集与近海地表溶解硅酸盐现场数据集进行匹配获得）。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.3 分析过程" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- 依赖库安装\n", "- 数据集导入\n", "- 模型设置\n", "- 模型训练" ] }, { "cell_type": "markdown", "metadata": { "id": "514BEF4DF7EF4B97A32C6F0390ADAB66", "jupyter": {}, "notebookId": "64f833bbbc84d7d76f0dea9c", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 1.4 研究区域示意图\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![Image Name](https://mydde.deep-time.org/s3/static-files/upload/upload/1695121607986_1.jpg) " ] }, { "cell_type": "markdown", "metadata": { "id": "0119234230D34F4A8313DDD05CFA92F3", "jupyter": {}, "notebookId": "64f833bbbc84d7d76f0dea9c", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "## 2 准备工作" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "依赖库导入" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "id": "F6860F13776147E39D652FB840CEB1EC", "jupyter": { "outputs_hidden": false }, "notebookId": "64f833bbbc84d7d76f0dea9c", "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "from gnnwr.models import GTNNWR\n", "from gnnwr.datasets import init_dataset\n", "import numpy as np\n", "import pandas as pd" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3 模型训练" ] }, { "cell_type": "markdown", "metadata": { "id": "0F51D94C0AAD452284A00ECC3CBE1529", "jupyter": {}, "notebookId": "64f833bbbc84d7d76f0dea9c", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.1 数据导入" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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refl_b01refl_b02refl_b03refl_b04refl_b05refl_b07proj_xproj_ydaySiO3
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" ], "text/plain": [ " refl_b01 refl_b02 refl_b03 refl_b04 refl_b05 refl_b07 proj_x \\\n", "0 1895 1251 1737 1872 543 280 736685.4179 \n", "1 1621 1066 1435 1665 757 511 736685.4179 \n", "2 1587 1141 1807 1864 1211 1024 736685.4179 \n", "3 1121 1012 1411 1324 711 485 768193.4945 \n", "4 913 203 840 1035 114 63 736685.4179 \n", "\n", " proj_y day SiO3 \n", "0 3314205.295 113 1.049 \n", "1 3314205.295 121 1.209 \n", "2 3314205.295 152 1.102 \n", "3 3402138.581 168 0.945 \n", "4 3314205.295 200 1.350 " ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data = pd.read_csv('../data/demo_data_gtnnwr.csv')\n", "data.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "通过`init_dataset()`函数，用户可以设置输入数据、测试集大小、验证集大小、自变量、因变量、空间属性、时间属性、编号列、随机种子和批量大小。\n", "\n", "初始化的数据集可以使用`save()`方法保存，`read`方法可以用于`read`保存的结果。" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "id": "12F98BCE23BE450F853FAA717D4C5EDD", "jupyter": { "outputs_hidden": false }, "notebookId": "64f833bbbc84d7d76f0dea9c", "scrolled": true, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [], "source": [ "data[\"id\"] = np.arange(len(data))\n", "train_dataset, val_dataset, test_dataset = init_dataset(data=data,\n", " test_ratio=0.15,\n", " valid_ratio=0.1,\n", " x_column=['refl_b01', 'refl_b02',\n", " 'refl_b03', 'refl_b04', 'refl_b05',\n", " 'refl_b07'],\n", " y_column=['SiO3'],\n", " spatial_column=[\n", " 'proj_x', 'proj_y'],\n", " temp_column=['day'],\n", " id_column=['id'],\n", " use_model=\"gtnnwr\",\n", " sample_seed=48,\n", " batch_size=1024)" ] }, { "cell_type": "markdown", "metadata": { "id": "A463A5C07EF343F48B6C981981E9591D", "jupyter": {}, "notebookId": "64f833bbbc84d7d76f0dea9c", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.2 模型设置" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "该模型接受训练集、验证集、测试集、隐藏层和优化器等参数，并可以设置网络结构、优化器类型和学习率调整方法。\n", "\n", "`add_graph()`函数可用于保存模型的图结构，可以在Tensorboard中查看。" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "id": "9B5FA0F3855D493C8E8C3788C1BA2182", "jupyter": { "outputs_hidden": false }, "notebookId": "64f833bbbc84d7d76f0dea9c", "scrolled": true, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Add Graph Successfully\n" ] } ], "source": [ "optimizer_params = {\n", " \"scheduler\": \"MultiStepLR\",\n", " \"scheduler_milestones\": [1000, 2000, 3000, 4000],\n", " \"scheduler_gamma\": 0.8,\n", "}\n", "gtnnwr = GTNNWR(train_dataset, val_dataset, test_dataset, [[3], [512, 256, 64]], drop_out=0.4, optimizer='Adadelta', optimizer_params=optimizer_params,\n", " write_path=\"../demo_result/gtnnwr/runs/\", # 这里需要修改\n", " model_save_path=\"../demo_result/gtnnwr/models/\",\n", " log_path=\"../demo_result/gtnnwr/logs/\",\n", " model_name=\"GTNNWR_DSi\")\n", "gtnnwr.add_graph()" ] }, { "cell_type": "markdown", "metadata": { "id": "CB0DB82917B64462A619B7FD34CDBDB9", "jupyter": {}, "notebookId": "64f833bbbc84d7d76f0dea9c", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.3 模型训练 " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "使用`run`方法可以进行模型训练，并可以设置训练步长和早停步长。" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "id": "BC958EB768D74A1295CA0428352BF62C", "jupyter": { "outputs_hidden": false }, "notebookId": "64f833bbbc84d7d76f0dea9c", "scrolled": true, "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " 0%| | 0/200 [00:00\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
coef_refl_b01coef_refl_b02coef_refl_b03coef_refl_b04coef_refl_b05coef_refl_b07biasPred_SiO3iddataset_belongdenormalized_pred_result
01.940916-0.283860-0.067999-1.394895-0.9799110.0211961.4555321.5642162730train1.564216
1-0.4102070.297343-0.0497881.0852270.500964-0.0574190.7791180.8811141520train0.881114
21.098114-0.190340-0.081715-0.339349-0.555052-0.4190491.5694691.556025525train1.556025
33.5841550.109951-0.146093-1.490272-1.0802500.0026620.8004591.2884031510train1.288403
40.470609-0.074786-0.1103060.322804-0.615852-0.1267001.2064511.219628697train1.219628
....................................
28964.0631590.237773-0.216600-1.646158-0.6394410.4606790.8670581.3036891853test1.303689
28972.557924-0.262583-0.055180-0.972126-1.249024-0.0855101.2511221.5692272844test1.569227
28981.2408960.349453-0.1085190.0788685.8732320.2031070.9330911.377350571test1.377350
28993.8052700.215857-0.180514-1.730431-0.6892280.2990990.8651101.1726761903test1.172676
2900-0.181585-0.4173920.0651302.556560-1.030162-0.6600340.9608781.1776646test1.177664
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2901 rows × 11 columns

\n", "" ], "text/plain": [ " coef_refl_b01 coef_refl_b02 coef_refl_b03 coef_refl_b04 \\\n", "0 1.940916 -0.283860 -0.067999 -1.394895 \n", "1 -0.410207 0.297343 -0.049788 1.085227 \n", "2 1.098114 -0.190340 -0.081715 -0.339349 \n", "3 3.584155 0.109951 -0.146093 -1.490272 \n", "4 0.470609 -0.074786 -0.110306 0.322804 \n", "... ... ... ... ... \n", "2896 4.063159 0.237773 -0.216600 -1.646158 \n", "2897 2.557924 -0.262583 -0.055180 -0.972126 \n", "2898 1.240896 0.349453 -0.108519 0.078868 \n", "2899 3.805270 0.215857 -0.180514 -1.730431 \n", "2900 -0.181585 -0.417392 0.065130 2.556560 \n", "\n", " coef_refl_b05 coef_refl_b07 bias Pred_SiO3 id dataset_belong \\\n", "0 -0.979911 0.021196 1.455532 1.564216 2730 train \n", "1 0.500964 -0.057419 0.779118 0.881114 1520 train \n", "2 -0.555052 -0.419049 1.569469 1.556025 525 train \n", "3 -1.080250 0.002662 0.800459 1.288403 1510 train \n", "4 -0.615852 -0.126700 1.206451 1.219628 697 train \n", "... ... ... ... ... ... ... \n", "2896 -0.639441 0.460679 0.867058 1.303689 1853 test \n", "2897 -1.249024 -0.085510 1.251122 1.569227 2844 test \n", "2898 5.873232 0.203107 0.933091 1.377350 571 test \n", "2899 -0.689228 0.299099 0.865110 1.172676 1903 test \n", "2900 -1.030162 -0.660034 0.960878 1.177664 6 test \n", "\n", " denormalized_pred_result \n", "0 1.564216 \n", "1 0.881114 \n", "2 1.556025 \n", "3 1.288403 \n", "4 1.219628 \n", "... ... \n", "2896 1.303689 \n", "2897 1.569227 \n", "2898 1.377350 \n", "2899 1.172676 \n", "2900 1.177664 \n", "\n", "[2901 rows x 11 columns]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "result_data = gtnnwr.reg_result('../demo_result/gtnnwr/gtnnwr_result.csv')\n", "result_data" ] }, { "cell_type": "markdown", "metadata": { "id": "A0B15FE7E5C740C398DAF08A08F75E35", "jupyter": {}, "notebookId": "64f833bbbc84d7d76f0dea9c", "runtime": { "execution_status": null, "status": "default" }, "scrolled": false, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "### 3.5 模型结果分析\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "模型的输出结果可以通过绘制图像和其他方法导入和分析" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "id": "E294572F0D624DF78C20B0BDC87B9B06", "jupyter": { "outputs_hidden": false }, "notebookId": "64f833bbbc84d7d76f0dea9c", "slideshow": { "slide_type": "slide" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "R2: 0.3518267064128938\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from sklearn.metrics import r2_score as r2\n", "result_data.sort_values(by='id', inplace=True)\n", "data.sort_values(by='id', inplace=True)\n", "print('R2:', r2(data['SiO3'], result_data['Pred_SiO3']))\n", "plt.scatter(data['SiO3'], result_data['Pred_SiO3'])\n", "plt.plot([i for i in range(9)], [i for i in range(9)], color='black')\n", "plt.xlabel('label')\n", "plt.ylabel('pred')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "ana_data = pd.merge(data, result_data, on='id')" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(30, 30))\n", "plt.rcParams['font.sans-serif'] = ['Arial Unicode MS']\n", "id = 1\n", "for i in [1, 2, 3, 4, 5, 7]:\n", " ax = fig.add_subplot(3, 3, id, projection='3d')\n", " fig.colorbar(ax.scatter(ana_data['proj_x'], ana_data['proj_y'], ana_data['day'],\n", " c=ana_data['coef_refl_b0'+str(i)], cmap='GnBu'),\n", " shrink=0.8, aspect=30, orientation='horizontal', pad=0.05)\n", " ax.set_xlabel('proj_x')\n", " ax.set_ylabel('proj_y')\n", " ax.set_zlabel('day')\n", " ax.set_title('coef_refl_b0'+str(i), fontsize=15, fontweight='bold')\n", " id += 1" ] } ], "metadata": { "kernelspec": { "display_name": "GNNWR", "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": "3.13.7" } }, "nbformat": 4, "nbformat_minor": 4 } ================================================ FILE: demo_result/gnnwr/dataset/test_dataset/dataframe.csv ================================================ station_id,lng,lat,date,PM2_5,row_index,col_index,proj_x,proj_y,dem,w10,d10,t2m,sp,tp,blh,e,r,u10,v10,aod_sat,ndvi,id,__belong__ 1657A,117.0881,36.1942,20170601,48.14542936,2789,6982,1805245.714,947316.2891,166,0.767899811,245.3131866,285.5733032,98834.11719,0.001015358,168.2943726,-9.04765e-06,62.26632309,-0.697706282,0.320742965,0.800968051,2720,496,test 2469A,112.3439,28.56,20170601,39.57022472,4010,6223,1582643.666,-30661.91237,66,0.397435457,335.7533569,290.6412048,100725.7578,0.002480919,251.3430634,-2.18176e-05,72.22229004,-0.163242042,-0.36236304,0.847109914,3384,1105,test 2441A,112.2211,31.0386,20170601,54.21848739,3614,6203,1520224.716,257230.2039,89,0.551894248,356.2021484,289.0668335,100211.4766,0.00196544,228.2400818,-2.02402e-05,71.37194824,-0.036604684,-0.550678968,0.823824048,2865,1079,test 2066A,114.0614,32.1383,20170601,51.8125,3438,6498,1655403.309,416160.2028,89,0.328555495,243.3849182,288.0372925,100509.375,0.00183664,215.1823273,-1.58265e-05,71.75837708,-0.293735743,0.147200644,0.840706825,2785,820,test 1300A,116.93,36.67,20170601,51.10704225,2713,6957,1779781.196,1000637.823,30,1.209402919,212.7987061,286.506897,100874.9922,0.001060971,194.2963257,-1.23449e-05,55.39476776,-0.655103445,1.01660955,0.817664206,2694,252,test 1256A,121.419,28.6542,20170601,31.10814607,3995,7675,2391266.101,163857.283,11,0.43613553,346.0286255,290.54245,100985.1406,0.002336381,373.4453125,-2.48162e-05,78.24567413,-0.105335347,-0.423224121,0.538393497,3380,216,test 2358A,117.0564,28.2642,20170601,34.52683616,4058,6977,2013984.455,21340.64094,34,0.818978786,315.9300232,291.7583313,100812.0938,0.002429195,174.5668335,-1.44533e-05,70.66157532,-0.569670856,-0.588388801,0.594829679,2773,1008,test 1812A,112.3939,34.6511,20170601,64.64325843,3036,6231,1459000.093,686539.2996,163,0.356151402,209.9569702,287.6138611,98885.85156,0.001064777,170.621048,-1.02784e-05,60.18424988,-0.177839249,0.308572561,0.792759717,2610,632,test 1454A,102.681,25.067,20170601,25.84722222,4569,4677,735856.711,-552014.5417,1934,1.3573066,1.588854909,287.9034424,79934.48438,0.003088265,358.0253906,-2.28983e-05,70.30989838,0.037632089,1.356784821,0.291880876,2781,382,test 1352A,113.26,23.1331,20170601,35.90896359,4879,6370,1782533.017,-639093.1125,18,0.782682657,267.8681641,295.0823975,101206.2969,0.003136461,241.9406586,-2.33207e-05,72.53935242,-0.782139659,0.02915013,0.571879387,2436,297,test 1389A,113.7480556,23.06,20170601,39.63445378,4890,6448,1831206.167,-638412.5699,5,0.760095775,256.1028748,295.0964966,101140.9844,0.003113785,241.2823334,-2.65111e-05,73.59203339,-0.73783952,0.182588294,0.533854187,2454,327,test 2301A,115.8275,32.8928,20170601,51.21148459,3317,6780,1787551.592,535684.1737,31,0.875802696,253.3766785,288.2510681,101354.2813,0.00217193,197.380127,-1.31835e-05,64.80891418,-0.839190185,0.250579804,0.841141105,2434,958,test 2349A,113.8447,27.6231,20170601,47.67086835,4160,6463,1739052.819,-113993.0059,109,0.584183812,272.816925,291.0622253,99498.95313,0.003151616,145.7396545,-9.52422e-06,76.30267334,-0.583479285,-0.02868185,0.715139687,3997,999,test 1315A,120.4001,36.2403,20170601,30.67,2782,7512,2068855.455,1018035.354,23,0.678664923,190.5519867,285.7209167,101209.9531,0.00090022,340.594635,-5.13822e-05,66.28878784,-0.124278389,0.667188823,0.653640509,2624,262,test 2559A,106.7594,31.8531,20170601,34.7867036,3484,5329,1029311.797,282626.1068,382,0.875813901,326.4268188,289.4684143,95310.53125,0.001954474,118.3181992,-8.06832e-06,72.71941376,-0.484381676,-0.72967416,0.69203496,3838,1187,test 1957A,86.2022,41.7192,20170601,52.89481268,1905,2040,-664008.3159,1446024.032,952,0.706175923,351.7924194,287.0703735,90095.1875,0.000143489,182.0660095,-1.02816e-05,36.47826385,-0.100875482,-0.698933899,0.238025546,1615,760,test 1465A,108.94,34.2324,20170601,66.77361111,3103,5678,1178613.539,590339.2893,415,0.75047195,185.9441071,286.4230957,95037.71875,0.001338344,86.33976746,-7.04371e-06,64.39261627,-0.077715322,0.746437192,0.608163774,2328,393,test 3003A,120.0469,31.7694,20170601,46.64772727,3497,7455,2176423.792,489854.5873,4,1.146373153,261.4289856,288.6895447,101704.1484,0.001923699,282.6078796,-2.44316e-05,69.90763092,-1.133563161,0.17089729,0.741580606,2856,1373,test 1791A,124.8847,46.3991,20170601,22.25633803,1156,8230,2052200.799,2304072.26,141,0.829764247,64.21159363,276.457489,99810.27344,0.000759838,231.6907501,-1.19601e-05,58.84423065,0.747113466,0.361012697,0.332987547,2635,611,test 1757A,124.0383,41.8625,20170601,29.60694444,1882,8094,2157668.334,1754970.617,101,0.84517628,183.5670471,279.8502808,100080.3125,0.001151623,261.1168518,-1.00531e-05,57.75439072,-0.052582294,0.843539,0.519235134,2924,579,test 3058A,119.2654,42.0352,20170601,35.10584958,1854,7330,1805833.105,1679047.887,524,0.749086797,53.66554642,279.657074,94727.9375,0.00063212,286.072876,-4.28521e-06,45.6945343,0.603431165,0.443848878,0.45236817,2621,1402,test 2448A,114.3231,29.8211,20170601,40.85097493,3809,6540,1731833.984,149581.1843,68,0.788140476,274.3710632,289.8173218,100259.9688,0.002672547,174.2637329,-1.65103e-05,73.63240814,-0.785851002,-0.060030218,0.781045616,4231,1084,test 1884A,104.6061,28.7867,20170601,50.48179272,3974,4985,877111.9907,-100981.5008,320,0.572576404,130.4493408,291.7028198,96819.89063,0.001211049,149.0327911,-1.32074e-05,71.98251343,0.435744047,-0.371444285,1.002220511,3216,692,test 2235A,122.8444,45.6289,20170601,27.69308357,1279,7903,1942404.51,2172223.985,151,0.832130551,85.39241028,278.240509,99635.21094,0.000604783,285.396698,-7.5794e-06,48.43993378,0.829438388,0.066882282,0.341090202,2185,896,test 1096A,111.551,40.7866,20170601,47.61559889,2054,6096,1264049.635,1409003.431,1061,0.732593179,162.3698578,280.0075989,87935.23438,0.000709469,169.8008575,-4.65631e-06,43.23674393,0.221939936,-0.698165774,0.399120927,2130,81,test 1135A,126.685,45.7319,20170601,35.66852368,1263,8518,2197560.412,2265196.376,146,1.257589221,45.33588409,275.9059753,99723.54688,0.000729689,211.7245789,-6.93249e-06,61.67489624,0.894426882,0.884042501,0.416167617,1737,116,test 1477A,104.148,35.94,20170601,27.50283286,2830,4912,755766.044,747988.3951,1773,1.285517573,230.1035919,281.2746887,81500.70313,0.000994183,220.7520905,-7.0712e-06,57.92592621,-0.986234665,0.824558377,0.318494707,2671,405,test 3006A,117.1694,34.1781,20170601,63.68130312,3112,6995,1866251.431,711484.3095,37,1.079510212,241.1897583,287.5263367,101175.25,0.001677566,208.1490631,-1.31099e-05,63.01538467,-0.945872664,0.520256817,0.807475865,2875,1376,test 1679A,116.4019,23.2536,20170601,29.83704735,4860,6872,2081733.081,-563662.5741,6,1.18530345,281.2310791,294.513916,100616.0781,0.002322017,298.2737732,-2.39391e-05,80.19814301,-1.162616491,-0.230796665,0.414222956,3275,515,test 2869A,119.458,32.41361,20170601,47.77423823,3394,7361,2107329.738,551695.8844,9,1.059657574,258.0735779,288.150177,101613.5547,0.002596986,258.8884583,-1.91596e-05,69.06277466,-1.036774755,0.219025731,0.777674198,2566,1336,test 1285A,119.315,26.0753,20170601,31.11871508,4408,7338,2279232.88,-179566.5619,12,0.680991769,315.185791,291.697113,100144.0938,0.00276312,281.7966003,-2.50081e-05,84.36978149,-0.480003417,-0.483059585,0.458785087,2518,240,test 1743A,113.5158,37.85,20170601,48.72804533,2524,6411,1479459.56,1084236.684,1015,0.723758757,80.24599457,281.6029358,90565.72656,0.001122177,161.6535339,-4.48116e-06,61.67048264,0.713291228,0.122647464,0.57794106,4109,566,test 2364A,114.9461,25.8481,20170601,45.10138889,4444,6639,1881334.154,-297993.9595,117,0.458803177,172.3521271,292.1966858,99348.36719,0.002012361,266.6590881,-1.68622e-05,75.7615509,0.061099965,-0.454716563,0.538053989,2460,1014,test 2638A,109.7414,38.3344,20170601,28.8960114,2447,5807,1171631.979,1091382.133,1133,0.383485317,183.7398987,283.1827087,88786.9375,0.000751,253.1254883,-1.172e-05,48.24245453,-0.025013002,0.382668704,0.392663628,3193,1255,test 1195A,120.288,31.6842,20170601,47.45224719,3511,7494,2199504.356,485369.1025,4,1.215592742,264.4580688,288.804657,101701.6016,0.001867623,302.5334473,-3.32198e-05,70.60146332,-1.209905744,0.117447242,0.735167563,2942,169,test 1677A,116.7519,23.4714,20170601,30.35614525,4825,6928,2109693.098,-531613.8745,6,1.73174572,282.6190796,294.8141785,101162.0938,0.002144465,322.5917053,-4.62446e-05,80.42146301,-1.689933777,-0.378242075,0.394721866,2589,513,test 1131A,126.979,45.5422,20170601,33.17847025,1293,8565,2224665.012,2249767.507,142,1.1245296,36.37899017,275.5332336,99554.6875,0.00081715,212.2166138,-6.81518e-06,64.67676544,0.666968286,0.905384004,0.432353258,1812,113,test 2845A,113.1569,36.1912,20170601,65.63509749,2789,6353,1488088.014,881070.9673,1012,0.909381986,187.7304993,282.0431824,89917.63281,0.000921323,180.1275787,-5.60067e-06,61.40594864,-0.12232089,0.901117742,0.578655779,3159,1327,test 1848A,113.1493,29.4251,20170601,49.36543909,3872,6352,1636503.272,83309.86833,37,1.007611513,309.510376,290.5125732,101102.1563,0.002437706,254.5217285,-3.35397e-05,71.39170837,-0.777424514,-0.641008675,0.797427177,3064,664,test 2342A,117.3097,29.3864,20170601,26.33286119,3878,7018,2006821.842,155958.8225,81,1.134611726,307.8752747,290.5311584,100257.75,0.003100029,195.4864044,-1.38109e-05,72.14587402,-0.895650744,-0.696529627,0.601864398,5851,992,test 2491A,111.9892,27.7044,20170601,35.07983193,4147,6166,1567977.679,-135798.6011,125,0.765988886,335.3491211,290.5322571,99668.17188,0.002289236,229.5262299,-1.21471e-05,74.40862274,-0.31954062,-0.696155727,0.776067197,3594,1126,test 2650A,105.7281,34.5814,20170601,30.97740113,3047,5164,903709.6996,598041.899,1197,0.893477201,203.2091217,283.4786072,85615.88281,0.001330396,265.8504028,-7.22041e-06,63.82713318,-0.352099001,0.821174622,0.475265712,3997,1266,test 1822A,114.286,36.11,20170601,68.70670391,2802,6534,1581387.201,889053.4432,85,0.613553762,56.90554428,287.4449158,100057.2031,0.000722854,184.6355591,-9.74848e-06,54.06504059,0.514008045,0.335028261,0.779776514,2139,640,test 2578A,104.89,26.5939,20170601,39.54929577,4325,5030,928908.9376,-355465.4986,1852,0.785284102,234.9063568,284.8887329,81073.27344,0.002598977,237.7640533,-6.73521e-06,83.3825531,-0.642517209,0.451489449,0.533989727,4047,1204,test 1999A,120.268,31.92,20170601,54.32535211,3473,7491,2190631.412,512193.2863,9,1.049233079,260.4625854,288.3274841,101629.9531,0.002059278,282.5405884,-2.27705e-05,70.63465881,-1.034723043,0.173891678,0.74609983,2348,798,test 2865A,112.7194444,37.68277778,20170601,58.19134078,2551,6283,1420180.302,1052510.749,793,0.537938297,242.2893066,283.6765442,91833.28906,0.000783869,152.3018036,-6.46299e-06,51.56368637,-0.476232529,0.250160396,0.509984255,2490,1333,test 2674A,100.2561,34.4714,20170601,27.10110803,3065,4289,444139.8556,547277.7565,3771,0.699670613,47.98114014,269.5961304,61971.53906,0.001650528,127.5365067,-1.17158e-06,68.28144836,0.519790888,0.46835497,0.097499505,2289,1288,test 3051A,117.3916,39.1495,20170601,51.78892216,2316,7031,1748515.978,1302660.43,4,0.98868078,189.3351593,285.1841736,101665.2969,0.00080137,207.2237396,-2.1277e-05,50.41049957,-0.160368502,0.975587845,0.846681476,3151,1399,test 1345A,113.235,23.1422,20170601,38.90947075,4877,6366,1779926.644,-638513.0766,10,0.784633756,269.2297974,295.0992737,101227.5625,0.003095145,241.3158112,-2.29249e-05,72.35305023,-0.784562409,0.010583142,0.556961715,2310,291,test 1863A,110.2819,25.2697,20170601,39.11173184,4537,5893,1455969.817,-443706.6103,156,1.160073757,317.0359497,291.9952393,98086.71094,0.003143144,217.2765961,-1.29468e-05,75.39362335,-0.790695906,-0.848864615,0.599629104,2727,676,test 2513A,106.6527,23.8844,20170601,41.93296089,4759,5312,1131138.35,-651103.2992,130,1.06463325,252.0052185,293.5493469,97678.6875,0.002787164,216.7257538,-9.95995e-06,80.80246735,-1.012544155,0.328935176,0.550092876,3188,1145,test 1699A,111.9786,21.8586,20170601,30.71428571,5083,6165,1683977.545,-806139.3198,7,1.113238335,283.3474731,295.2257996,100886.5938,0.003165407,275.5071106,-2.15077e-05,79.97473907,-1.083181143,-0.256940007,0.481696308,2688,529,test 1608A,120.8392,40.7514,20170601,38.0140056,2060,7582,1961124.198,1557346.662,16,0.899543226,61.09931183,282.8033752,100634.7656,0.000599508,386.2988892,-5.85177e-05,53.87037659,0.787499309,0.434767574,0.612552047,1889,456,test 2662A,107.6364,35.7067,20170601,30.4902507,2867,5470,1046211.696,751923.5357,1402,0.427698076,191.6710968,283.2947998,87146.49219,0.000976939,216.7307129,-8.52506e-06,57.19116592,-0.086517856,0.418855935,0.465575278,2932,1278,test 2227A,125.1358,42.8947,20170601,33.01549296,1717,8270,2198555.969,1899935.845,266,1.222893,41.14221573,277.7783813,97898.50781,0.001161611,275.5865479,-9.18489e-06,60.2246933,0.804558814,0.920951903,0.479208648,2510,888,test 1906A,106.0789,30.8023,20170601,48.08472222,3652,5221,984124.0733,151032.9064,282,0.885013759,308.9163818,290.8631592,97536.82031,0.001389245,150.9994659,-1.20451e-05,75.01079559,-0.6886338,-0.555907249,0.868879318,2918,711,test 2245A,130.261,47.2753,20170601,23.20251397,1016,9090,2368975.199,2526635.346,145,1.217135906,102.833168,273.7487183,99508.57031,0.000895055,215.3112335,-5.88906e-06,67.04514313,1.186747193,-0.27027896,0.354332983,1781,906,test 1644A,121.3181,37.5436,20170601,26.89346591,2573,7659,2100029.809,1190136.475,19,0.77137351,31.06195641,284.9713135,101289.2578,0.000901973,399.734436,-4.88569e-05,64.1164856,0.397990972,0.660772502,0.610537529,2453,487,test 2206A,105.724,38.8516,20170601,29.55477528,2364,5164,846984.5609,1112545.109,1666,0.346425951,254.4539948,282.5476074,84422.32813,0.000402444,265.7690125,-5.9628e-06,37.64739227,-0.333748609,0.092859104,0.337020218,1813,867,test 1421A,106.634,29.4892,20170601,39.38022284,3862,5309,1051652.871,1675.519135,289,0.6522035,301.2843018,291.574707,97276.52344,0.001434643,126.1045761,-1.00443e-05,73.58778381,-0.557394862,-0.338644952,0.94690001,3081,355,test 1854A,111.6975,28.9703,20170601,44.52442529,3945,6120,1516029.301,6965.260774,47,0.988335073,312.401001,290.4732056,101065.7109,0.002136488,238.1098022,-2.02849e-05,70.71951294,-0.729874909,-0.666399896,0.833501339,3302,669,test 1264A,118.871,28.9404,20170601,32.40168539,3950,7267,2157297.522,137645.0605,70,1.053934216,294.7254639,290.714386,100159.4688,0.002581076,192.2047729,-1.069e-05,74.49195862,-0.957337976,-0.440773696,0.608933091,3210,220,test 2456A,112.5328,26.9089,20170601,42.46991404,4275,6253,1634233.54,-219088.3619,60,0.991531253,344.8278809,291.9360657,100692.2422,0.002427358,262.2875366,-1.64002e-05,71.21987152,-0.259583861,-0.956948519,0.758978963,3715,1092,test 2873A,120.0875,30.89556,20170601,39.35434174,3637,7462,2206226.21,389797.6738,4,1.074354529,268.1129456,289.2928772,101325.75,0.002172881,307.4073792,-5.2774e-05,71.95672607,-1.073770285,0.035426371,0.745548487,3083,1340,test 1120A,125.287,43.91,20170601,31.19134078,1554,8294,2171509.168,2021822.145,221,1.341006994,44.61652374,277.7460938,99074.32813,0.001087155,266.0755005,-1.04008e-05,59.1226387,0.941845536,0.954581976,0.473524392,2157,102,test 1950A,106.7096,39.1292,20170601,40.22740113,2319,5322,920454.3854,1155002.116,1092,0.276718527,122.3796692,284.5925903,88332.40625,0.000298734,304.23703,-7.34178e-06,34.87409973,0.233703107,-0.148175567,0.359870613,3127,753,test 2185A,111.1297,37.5136,20170601,59.83844011,2578,6029,1297327.388,1010279.988,956,0.999191701,244.9355621,282.6859436,88736.80469,0.00097069,164.6408386,-6.20374e-06,50.83869553,-0.905085564,0.423325092,0.445770621,2233,849,test 1292A,115.813,28.7442,20170601,28.46468927,3981,6778,1890275.792,52030.18965,41,1.152769208,351.081604,290.5980835,100129.1641,0.002541604,221.3071442,-2.04187e-05,71.81318665,-0.178810954,-1.138816714,0.66898936,3885,245,test 2166A,112.44,39.3514,20170601,38.79971989,2284,6238,1362168.935,1248372.085,1098,1.253728628,71.7040863,279.5061646,88112.83594,0.000988894,173.3073425,-3.74035e-06,53.73200226,1.190335393,0.393620402,0.417336941,2086,833,test 1168A,120.913,31.96,20170601,38.12824207,3466,7594,2244017.052,531372.8095,3,1.157897353,262.6371155,288.4204102,101700.0938,0.002062357,319.198822,-3.18529e-05,73.17723846,-1.148343444,0.148437008,0.704843402,3235,149,test 2383A,117.9511,28.4622,20170601,39.12359551,4026,7120,2088804.627,62800.34902,85,0.839139521,308.0633545,291.2121277,99658.42188,0.0024366,145.0435333,-9.49502e-06,74.69206238,-0.660713494,-0.517313063,0.561583519,2492,1033,test 1956A,86.1461,41.7511,20170601,53.63764045,1900,2031,-667879.9408,1450289.766,939,0.644579947,355.1481934,287.0762634,90649.39063,0.000191458,158.2389526,-1.13114e-05,37.72828674,-0.054575365,-0.642265379,0.261760652,1593,759,test 3046A,115.9083,28.6064,20170601,29.79859155,4003,6793,1902242.438,37936.60086,28,1.410493016,342.1771851,291.3531494,101458.0547,0.002571589,237.2083588,-2.45144e-05,70.93387604,-0.431827575,-1.342764139,0.670610487,2771,1397,test 1307A,120.6659,36.2403,20170601,25.74107143,2782,7555,2090013.058,1023660.43,45,0.598014295,180.4764404,285.2951355,99714.1875,0.000898823,413.3325806,-7.9533e-05,67.41822815,-0.004973119,0.597993612,0.633653462,4004,259,test 1293A,115.973,28.6969,20170601,37.09444444,3989,6804,1905772.09,49651.3553,17,1.322411656,347.6565552,291.2492371,101475.1172,0.002669514,240.5954895,-2.73618e-05,71.11805725,-0.282805026,-1.291818023,0.660606265,1725,246,test 2213A,123.15,41.2553,20170601,28.93661972,1979,7952,2114489.313,1664537.52,24,1.044148564,188.657486,281.07724,100955.6484,0.001033832,265.7355347,-8.91004e-06,52.25619507,-0.157168552,1.032252073,0.573555589,2610,874,test 2897A,123.2444,41.7347,20170601,32.5238764,1903,7967,2104767.196,1722779.639,34,0.788231492,12.66122723,280.8995361,101284.9375,0.001077872,282.7331238,-8.89832e-06,49.49466705,0.172764525,0.769065261,0.576362431,2901,1352,test 2473A,113.0116,25.8226,20170601,43.44583333,4448,6330,1701574.096,-336191.3023,174,0.262275696,337.5553589,291.3356018,98474.34375,0.002023876,225.9036102,-1.08712e-05,76.07247925,-0.100154154,-0.242399856,0.677723706,4148,1109,test 1033A,114.5330556,38.01777778,20170601,68.20833333,2497,6573,1555668.21,1119961.435,72,0.688386977,32.56216049,286.0679932,100526.4922,0.000986558,132.7654266,-9.04454e-06,51.11368561,0.370489955,0.580184281,0.831135094,2525,23,test 2284A,116.7844,33.9461,20170601,55.20448179,3149,6933,1840522.036,676982.2799,32,1.079333901,245.0466309,287.716156,101268.2188,0.001838218,203.6351166,-1.24638e-05,63.10512161,-0.978564322,0.455382824,0.814001501,3018,941,test 1891A,101.7453,26.5017,20170601,31.86768802,4340,4527,634860.3618,-391267.3535,1182,0.380367815,215.170166,293.0507202,85408.625,0.00235102,177.7971191,-4.22998e-06,59.91336441,-0.219088778,0.310933739,0.251470685,4745,699,test 1085A,112.5583,37.7394,20170601,58.13936782,2542,6257,1406180.472,1056962.193,773,0.233418897,344.4013062,283.4790344,91541.60156,0.000926575,138.4499817,-6.31353e-06,51.36520004,-0.062784836,-0.224816471,0.519560695,2969,70,test 1303A,117.0684,36.6868,20170601,56.59705882,2710,6979,1790370.917,1005137.897,39,1.220882297,209.9672241,286.3095398,100541.1875,0.001062584,192.1914215,-1.1551e-05,56.22574234,-0.609819829,1.057673573,0.817932367,2109,255,test 1779A,123.9305,47.3636,20170601,28.63649025,1002,8077,1954309.116,2397572.868,148,0.835941911,87.43138123,276.2744751,99684.47656,0.000591043,265.0334473,-1.42837e-05,54.6150856,0.835100353,0.037501004,0.287700415,2288,599,test 1274A,117.25,31.8572,20170601,49.77871148,3483,7008,1935470.017,441527.6054,29,1.03785038,257.8066101,288.8024292,101371.8828,0.002232113,241.2009735,-1.64577e-05,67.68803406,-1.0144279,0.219247267,0.798512936,2799,230,test 2594A,99.1678,25.1081,20170601,27.45338983,4563,4115,399368.3863,-567528.9573,1663,0.758282125,31.95875931,288.0348206,80014.91406,0.002351345,96.16580963,-3.11304e-06,66.56684875,0.40135482,0.64335537,0.233318731,3311,1215,test 1095A,111.7277,40.8062,20170601,31.32590529,2051,6124,1277009.198,1413648.174,1054,0.553308249,174.0455322,280.4075317,88840.03125,0.000671471,174.2926178,-4.5613e-06,43.03878403,0.0574481,-0.550317824,0.401169062,2271,80,test 1742A,113.5689,37.8694,20170601,54.83193277,2521,6419,1483208.897,1087353.179,691,0.751902997,79.04614258,282.0428467,91645.79688,0.001107621,158.2690582,-4.65268e-06,61.55775452,0.738197923,0.142905459,0.594920456,2677,565,test 2466A,111.4328,27.2272,20170601,46.85070423,4224,6077,1526465.2,-199926.4068,236,0.996133149,301.1107178,290.3303833,98547.32813,0.002102709,230.8039703,-1.13237e-05,75.49783325,-0.852891862,-0.514642358,0.751137912,3112,1102,test 1824A,114.3389,34.7781,20170601,58.12853107,3016,6542,1617146.777,732039.8572,73,0.693052649,226.9611206,287.9394836,100766.4453,0.001248911,213.8705139,-1.29963e-05,58.29756165,-0.506534278,0.473016888,0.858763814,2447,641,test 1781A,123.9483,47.3227,20170601,29.87815126,1008,8080,1956931.799,2393131.241,149,0.823303163,86.40278625,276.4429932,99683.59375,0.000592894,265.4508057,-1.44941e-05,54.6813736,0.821678758,0.051692162,0.287535667,2019,601,test 2493A,109.7325,28.3169,20170601,40.78011204,4049,5805,1350591.426,-97990.11265,230,0.748540521,288.3500061,289.4301453,97731.55469,0.003589657,230.2562256,-1.15377e-05,76.82450104,-0.71049118,-0.235616714,0.748874843,4368,1128,test 1196A,119.996,31.7586,20170601,46.04481793,3499,7447,2172421.798,487478.4431,4,1.1553303,261.3725586,288.692749,101678.125,0.001914978,282.2326965,-2.48103e-05,69.73713684,-1.14225018,0.173357278,0.752935469,2368,170,test 1458A,91.0874,29.6475,20170601,10.2880117,3836,2822,-353664.8254,-34828.00174,3649,0.261772275,13.31741142,279.1650696,60833.72266,0.00110792,338.9909668,-4.74075e-06,38.79095459,0.060296275,0.254733354,0.105149671,1514,386,test 1342A,112.9844,28.1178,20170601,41.61516854,4081,6325,1649954.817,-71519.6784,90,0.829354167,350.1261597,290.9384155,100642.4297,0.002617801,237.7223816,-1.73406e-05,72.31246948,-0.142288372,-0.817057133,0.784308195,2717,288,test 3018A,111.505,36.10139,20170601,74.34078212,2804,6089,1355861.371,846459.3347,435,0.423889518,83.7609024,285.8188782,94663.20313,0.000892191,139.9090881,-6.40413e-06,53.34920883,0.421376854,0.046085536,0.53830272,2519,1383,test 2664A,104.6169,35.5975,20170601,29.16155989,2884,4987,798432.0064,710456.2565,1957,0.966579437,216.0372925,279.9670105,79546.78906,0.000823755,245.8132629,-6.49199e-06,60.61266708,-0.568635523,0.781619787,0.318248868,2464,1280,test 1825A,114.3733,34.7975,20170601,57.65870787,3012,6548,1619527.496,734901.854,73,0.695344865,226.9511261,287.9491272,100786.3906,0.001236842,213.359024,-1.35334e-05,58.28215408,-0.508126855,0.474669933,0.859253407,2455,642,test 3059A,117.7181,36.2092,20170601,56.48314607,2787,7083,1855411.288,960821.061,203,0.7008003,230.3683472,285.2442322,98891.0,0.000980818,199.8552704,-8.08416e-06,62.87316513,-0.539717495,0.4470191,0.768513918,2865,1403,test 2601A,100.98,22.7633,20170601,18.6408046,4938,4405,589372.3158,-829944.7863,1333,0.905670404,205.871109,291.3075867,86133.14844,0.003571338,127.7452469,-6.48283e-06,77.40776062,-0.395176619,0.814907491,0.288197458,3813,1222,test 1286A,118.1569444,24.81805556,20170601,24.03812317,4609,7153,2207017.741,-348510.3697,197,0.741103709,319.5954895,292.3213806,98418.89063,0.002630952,254.0848694,-1.9887e-05,79.57509613,-0.480409026,-0.564306498,0.393619299,6376,241,test 2450A,114.3372,29.8686,20170601,44.10504202,3801,6542,1731978.061,155363.401,50,0.828320146,277.6859131,290.0399475,100797.1797,0.00253244,177.7349548,-1.82548e-05,72.78105927,-0.820884228,-0.110740386,0.76483655,3090,1086,test 1200A,119.935,31.7039,20170601,43.56005587,3507,7438,2168876.566,479800.8627,5,1.183915377,261.4901123,288.6828613,101629.7188,0.001872173,288.6053467,-3.31543e-05,69.73280334,-1.170873523,0.175245017,0.748586833,3139,171,test 1803A,115.9872,29.6816,20170601,44.49293785,3831,6806,1882307.46,163967.2949,38,0.864065349,304.9067383,289.9586792,100302.0625,0.003186206,234.2413025,-3.25768e-05,74.90136719,-0.708638489,-0.494409174,0.706738114,2679,623,test 1361A,114.24,22.7267,20170601,26.57660167,4944,6526,1886131.964,-666852.0938,45,1.141771674,264.5367432,294.7447815,100487.3672,0.003008291,269.5958862,-3.18209e-05,80.18016052,-1.136580348,0.108754911,0.501216829,4447,304,test 1070A,116.7464,39.5343,20170601,46.71830986,2255,6927,1688676.496,1337096.298,15,0.685273647,2.063803434,285.3218994,101502.4609,0.001052768,189.2041473,-9.0666e-06,46.73443604,0.024677454,0.684829175,0.876384199,2900,56,test 1318A,113.675,34.8019,20170601,66.82162921,3012,6436,1561770.203,724118.4702,92,0.681568027,212.8955078,288.315094,100687.7656,0.001004856,215.3556671,-1.32565e-05,58.04828262,-0.370155871,0.572293282,0.852751851,2261,265,test 1426A,106.468,29.4892,20170601,36.48189415,3862,5283,1036716.03,-88.54081316,318,0.690676987,314.3849487,291.7139282,97527.32813,0.00140813,133.5908356,-1.12766e-05,73.07865906,-0.49363032,-0.483077407,0.967462063,3113,358,test 1008A,116.72,40.1438,20170601,51.04366197,2157,6923,1670359.51,1409179.402,32,0.316639096,281.3189392,284.2118835,100659.0703,0.001038028,138.4461365,-7.09797e-06,46.57427216,-0.310483634,-0.06213069,0.804893494,3137,7,test 1461A,91.0834,29.6292,20170601,11.04373178,3839,2821,-354112.7614,-36984.10805,3653,0.274957746,12.28662682,279.4502563,61081.3125,0.001104194,342.6440125,-4.87271e-06,38.59047318,0.058510013,0.268660277,0.086122155,956,389,test 2914A,106.7513889,31.87888889,20170601,31.05857143,3479,5328,1028245.886,285604.8766,467,0.880945444,328.3469238,289.2779236,94902.54688,0.001958027,117.5090942,-7.85674e-06,72.56833649,-0.462355405,-0.749861538,0.682826221,4378,1356,test 2310A,116.5661,31.7712,20170601,47.88194444,3497,6899,1879192.527,418221.687,52,0.945687771,249.4944763,288.4835205,101149.4922,0.001963766,183.1430206,-1.24914e-05,68.38280487,-0.885755658,0.331303954,0.791014135,3065,966,test 1913A,106.8906,27.6486,20170601,24.83472222,4156,5350,1101005.373,-211565.8519,873,1.177000761,269.7781067,288.2180176,90586.25781,0.001880351,244.8582306,-1.07223e-05,77.79264069,-1.17699182,0.004612549,0.709870279,3028,718,test 1589A,109.8654,40.6288,20170601,45.84322034,2079,5826,1139260.093,1369360.745,1055,0.656205893,343.5179443,281.7881775,89330.53125,0.000412402,181.5717621,-6.33687e-06,39.37115097,-0.186228156,-0.62922591,0.411966741,2013,438,test 2225A,124.3711,43.1594,20170601,48.26264045,1675,8147,2134916.69,1914010.982,172,1.228613615,24.84180641,278.601593,99548.76563,0.001135458,290.3252258,-9.39883e-06,56.01652145,0.516143918,1.114938021,0.481749922,2130,886,test 1268A,119.93,28.4586,20170601,27.13091922,4027,7437,2265290.369,106233.8849,56,0.530605733,262.1140137,290.0856323,98621.6875,0.002333659,223.0967102,-7.89922e-06,76.66146851,-0.525584757,0.072822481,0.590718508,3156,224,test 2362A,114.9064,25.9118,20170601,42.14366197,4434,6633,1876142.04,-291455.7268,126,0.506054461,167.2737427,292.229187,99372.5,0.002026861,269.9758606,-1.74112e-05,75.58555603,0.111523032,-0.493612945,0.537011623,4888,1012,test 1936A,107.2058,34.3497,20170601,49.42896936,3084,5401,1031046.47,584848.4974,578,0.325266272,8.818524361,285.3563232,91202.61719,0.001570077,103.2266083,-3.94232e-06,66.92357635,0.049863648,0.321421474,0.549201846,3048,740,test 1467A,108.883,34.2303,20170601,67.22881356,3103,5669,1173862.049,589406.4973,406,0.703688323,0.094875589,286.4391174,95156.85156,0.001337782,85.16716003,-6.98226e-06,64.55342865,0.001159314,0.70368737,0.621122956,2391,395,test 2624A,91.7608,29.2313,20170601,8.361031519,3903,2930,-294446.8563,-86384.11584,3591,0.68668288,216.2489014,279.0968018,61529.78125,0.001535424,320.7613525,-7.45727e-06,46.17853546,-0.406021237,0.553787112,0.089234129,2015,1243,test 1304A,116.943,36.6489,20170601,62.66091954,2716,6959,1781385.103,998379.1373,38,1.207132816,213.0199127,286.4356689,100756.4219,0.001068765,193.5187988,-1.2201e-05,55.91096497,-0.657786191,1.01216948,0.819606364,2426,256,test 2346A,117.2461,29.2956,20170601,34.24792244,3893,7007,2003615.835,144170.0643,51,1.123164058,309.2003174,290.6253967,100323.4453,0.003044909,199.0952759,-1.44194e-05,70.67519379,-0.870432794,-0.709819794,0.629918754,3372,996,test 1188A,120.269,31.4867,20170601,39.27620397,3542,7491,2203891.366,462118.0973,4,1.739105701,264.594696,289.5806274,101519.4922,0.001781077,346.1542664,-6.68735e-05,70.07304382,-1.731365085,0.163900241,0.741462946,4727,162,test 1267A,119.914,28.4514,20170601,28.95391061,4028,7434,2264081.254,105041.4525,61,0.521767139,262.8431396,290.1302185,98728.85156,0.00237556,220.1003876,-7.907e-06,76.57558441,-0.517699182,0.065026999,0.604331017,3919,223,test 3057A,121.5992,37.4014,20170601,26.3627451,2596,7704,2126530.167,1179535.82,17,0.683009624,39.34734344,284.9398499,101258.0547,0.000932878,396.5309143,-4.48854e-05,65.79862976,0.433031112,0.528191447,0.596742988,2363,1401,test 1428A,106.452,29.709,20170601,32.58450704,3827,5280,1032242.655,25652.63221,233,0.739265501,318.6140442,291.6680908,97500.80469,0.001485209,131.8697968,-1.0647e-05,73.40904999,-0.488788754,-0.554616153,0.952594519,4702,360,test 1493A,87.5525,43.8711,20170601,61.29261364,1561,2256,-542360.4975,1700275.501,754,0.671163023,12.81330967,282.8711548,92034.125,0.000407183,151.4837494,-1.01446e-05,48.15284729,0.148842931,0.654450595,0.242967978,2071,417,test 2189A,122.2603,43.6267,20170601,21.67696629,1600,7810,1969927.288,1924798.079,178,0.935547531,45.03133392,279.7679443,99447.55469,0.00067176,325.7674255,-5.83928e-06,46.80221558,0.661878347,0.661185503,0.41636768,2016,853,test 1366A,114.085,22.75,20170601,34.49715909,4940,6502,1870610.812,-667179.3382,36,1.1803087,259.8186951,294.8808899,100657.0625,0.003093733,270.5914001,-3.14045e-05,78.18308258,-1.161714196,0.208683491,0.508110762,4304,306,test 2409A,115.6558,34.429,20170601,55.75,3071,6753,1734478.797,713268.5472,50,0.887304604,233.1862793,287.9137573,101085.3359,0.001305927,200.6802826,-1.10247e-05,60.59967422,-0.710350692,0.531706035,0.84527421,2306,1056,test 1785A,129.6115,44.5782,20170601,22.02089136,1448,8986,2441233.949,2200821.496,234,0.989310861,58.80412292,275.4117432,97642.53125,0.000865467,279.347168,-6.52603e-06,67.0668869,0.846242487,0.51245451,0.391554326,1539,605,test 1005A,116.473,39.9716,20170601,53.18907563,2185,6884,1656224.681,1384491.842,40,0.186894715,64.81201172,284.5065613,100880.1797,0.00101927,130.5205994,-6.75659e-06,44.79011917,0.169121414,0.079546101,0.873232245,3296,4,test 1054A,115.4612,38.8416,20170601,57.22093023,2365,6722,1607818.668,1233073.103,21,0.444795907,51.28313446,285.6244507,101154.9141,0.000993803,128.6222076,-8.06088e-06,46.9811821,0.347043008,0.27821672,0.876563072,2389,42,test 2495A,111.2897,23.4792,20170601,35.94598338,4823,6054,1585463.226,-633460.9028,44,0.956192017,298.736145,294.4013062,100228.6016,0.003019675,180.5093079,-1.79777e-05,77.07028961,-0.838458478,-0.45966354,0.557651222,3060,1130,test 1333A,114.2131,30.6414,20170601,48.2254902,3677,6522,1703143.119,243365.6039,21,1.095896959,302.197998,289.9346008,101242.5938,0.002556101,208.6443787,-2.91134e-05,68.5973587,-0.927397788,-0.583886564,0.804320514,2857,279,test 2702A,79.9117,37.1013,20170601,131.0946328,2644,1034,-1221904.543,947507.8567,1391,0.656262577,284.3878174,288.3294678,84944.5625,0.000147042,351.0545959,-1.13484e-05,27.7211132,-0.635688305,-0.163036764,0.25891009,2997,1315,test 1885A,104.6417,28.76389,20170601,46.44150418,3978,4991,880616.5383,-103349.0838,301,0.551851332,133.8452301,291.6606445,96746.3125,0.001200382,150.9474335,-1.34452e-05,72.05448914,0.398029149,-0.382246912,1.003585696,2720,693,test 1619A,118.2939,35.0622,20170601,41.16340782,2970,7175,1934137.156,837013.5356,69,0.66381824,241.6122437,286.4294128,100814.9297,0.001178699,207.7281342,-1.27008e-05,62.91082382,-0.583984137,0.315621823,0.750642538,1981,465,test 2706A,82.9994,46.7432,20170601,18.03333333,1101,1528,-829714.6301,2082471.189,551,1.0137465,176.2288818,282.2819214,94120.75781,0.000601377,235.9192505,-1.85105e-05,49.90005875,0.066768318,-1.01154542,0.160028219,2001,1319,test 2070A,114.6369,33.6406,20170601,53.37290503,3198,6590,1668938.278,602683.5832,51,0.739221036,235.8690338,288.1241455,101059.7109,0.001560205,198.2514496,-1.24174e-05,62.544384,-0.611883581,0.414784551,0.870157361,2970,824,test 1963A,120.61,36.44,20170601,31.77478754,2750,7546,2079331.135,1045845.212,75,0.481741548,185.6659241,285.1216125,101136.9844,0.00105534,307.5242004,-3.86657e-05,66.06706238,-0.04755991,0.479388118,0.604243159,3985,765,test 1995A,121.115,31.453,20170601,37.25837989,3548,7626,2277018.111,477519.3662,6,1.148671865,265.252594,288.8684692,101664.4766,0.001869651,328.8388977,-2.55006e-05,74.20243073,-1.144726872,0.095117867,0.694634199,2673,794,test 1291A,115.8886,28.6839,20170601,31.19067797,3991,6790,1898543.401,46514.54379,29,1.287086129,346.6752625,291.0464783,101076.75,0.002599293,232.4456635,-2.372e-05,71.28962708,-0.296741784,-1.252411604,0.674262524,1599,244,test 1728A,113.0972,36.1939,20170601,67.90720222,2789,6344,1483190.84,880489.7113,929,0.92394352,186.3601074,282.2337036,90377.16406,0.000930865,178.9786987,-5.68634e-06,61.25635529,-0.102349192,0.918257236,0.596491933,2285,553,test 1690A,116.1278,24.3289,20170601,23.67318436,4687,6828,2028900.049,-447698.4233,113,0.257462442,284.8291931,294.0529785,99295.8125,0.001944559,188.3181458,-1.22597e-05,73.48175812,-0.248890728,-0.065881118,0.459909528,4205,523,test 1422A,106.364,29.4822,20170601,41.16714286,3863,5266,1027452.329,-2005.77718,309,0.73490113,320.5494385,291.6544189,97391.25781,0.001387973,136.2640686,-1.12239e-05,73.23698425,-0.467006087,-0.567437232,0.974527836,4194,356,test 1597A,122.2703,40.7094,20170601,32.92200557,2067,7811,2068419.17,1581747.624,1,0.813787699,184.0701294,282.5514221,101529.9844,0.000818763,316.4767151,-3.50889e-05,52.75950623,-0.057758771,0.811735392,0.601274729,1474,446,test 2528A,105.68,30.6133,20170601,41.39944134,3682,5157,951275.4772,124722.5944,346,1.066163421,305.3616943,290.9446411,97196.02344,0.001224935,160.1657715,-1.13824e-05,73.5326004,-0.869512081,-0.616970897,0.907170057,4989,1160,test 1354A,113.281,23.1569,20170601,35.75487465,4875,6373,1784050.705,-636009.7075,42,0.777210414,268.8037109,295.0168762,101114.3594,0.003184943,239.5456848,-2.28666e-05,72.6390152,-0.777040243,0.016261788,0.557862937,3589,299,test 1169A,120.86,32.0005,20170601,37.98735955,3460,7586,2238273.183,534842.8767,5,1.13609612,262.4923401,288.3467407,101696.8594,0.002078181,314.2708435,-2.91968e-05,72.95754242,-1.126350522,0.148488939,0.706392765,2744,150,test 1083A,112.434,38.0108,20170601,50.17329545,2498,6237,1390508.729,1087657.99,887,0.559365928,97.60449219,281.4598694,89016.79688,0.001351818,152.6072235,-4.84214e-06,54.33678055,0.554450095,-0.073995315,0.481554806,4129,68,test 2994A,119.6533,29.1128,20170601,35.30779944,3922,7393,2221461.613,174875.0953,52,0.81883359,278.5924072,290.4902039,99732.0,0.002359398,218.8130646,-1.2625e-05,71.81649017,-0.809649348,-0.122296244,0.620717108,2714,1368,test 2347A,114.0944,27.4948,20170601,22.06590258,4181,6503,1764724.831,-124369.6582,397,0.58000946,261.7337646,289.4288025,94675.32031,0.004073772,141.7137451,-9.08755e-06,79.05051422,-0.573980033,0.08341372,0.664875269,6254,997,test 2687A,89.1673,42.9559,20170601,68.71764706,1707,2515,-431571.0087,1580428.02,47,0.509785056,129.21698,290.5697632,98458.85938,4.60207e-05,164.8608398,-3.89935e-06,26.61513329,0.394981056,-0.322289854,0.213779852,2662,1301,test 2923A,113.2803,40.1114,20170601,39.94444444,2162,6373,1409915.802,1351386.236,1066,1.068640947,97.47382355,279.865509,88290.4375,0.000901711,173.092041,-4.93209e-06,46.59411621,1.05956912,-0.138948515,0.447961628,1994,1363,test 1518A,113.095,27.8867,20170601,42.7122905,4118,6343,1664979.423,-96459.087,65,0.825519085,349.2688599,291.1448364,100534.1484,0.002680005,229.6220856,-1.72086e-05,72.48356628,-0.153782904,-0.811068833,0.771825373,3373,426,test 2655A,100.4497,38.9389,20170601,27.20277778,2350,4320,430464.1121,1088851.058,1478,0.86799401,14.07009315,282.2464905,83903.40625,0.000372754,106.0350342,-4.13879e-06,37.64964676,0.211010829,0.841954887,0.220015913,1846,1271,test 2459A,112.6197,26.8733,20170601,47.85070423,4280,6267,1642992.459,-221753.6306,66,0.978028238,343.2598877,291.9150391,100538.8906,0.002341966,260.6753235,-1.73289e-05,71.1341095,-0.281781316,-0.936556756,0.740932405,2967,1095,test 2710A,86.0697,44.3075,20170601,63.06545961,1491,2019,-645218.6934,1762525.822,480,0.701237559,40.87155533,284.4746399,96218.4375,0.000355741,184.6402588,-9.93827e-06,49.84248352,0.458854496,0.530270398,0.247823164,2399,1323,test 2652A,102.6219,37.9311,20170601,36.92837079,2511,4667,611250.3971,978005.3236,1538,0.815663576,50.51007843,281.8594055,82612.67188,0.000487283,148.7010956,-4.6404e-06,38.61241913,0.629463792,0.518731475,0.244492665,2267,1268,test 1296A,115.742,28.7994,20170601,27.25360231,3972,6767,1882555.16,57052.94511,188,1.03218329,356.8309937,290.350647,99583.74219,0.002482573,211.6692505,-1.74474e-05,72.27113342,-0.057154361,-1.030599713,0.664389729,6557,249,test 2163A,112.8664,35.4894,20170601,56.08169014,2902,6307,1479897.967,793200.7394,726,0.483200043,261.715271,284.2384949,92617.13281,0.001016469,170.1770172,-6.18311e-06,59.89573288,-0.47815454,0.069645554,0.665664554,2519,830,test 2693A,82.0485,44.9079,20170601,20.61699164,1395,1376,-924659.7667,1867798.154,525,0.507968545,146.4760742,283.2757568,94296.21875,0.00064731,181.5914612,-1.23561e-05,55.07424164,0.280575454,-0.423449486,0.223066106,2439,1307,test 1590A,110.0377,40.5546,20170601,42.96829971,2091,5854,1153743.546,1362414.768,1008,0.507119,345.7775879,281.8840637,89369.34375,0.000454378,185.3095093,-7.00448e-06,39.69287491,-0.124634251,-0.49156484,0.418643057,1884,439,test 2325A,117.6353,26.2708,20170601,26.2752809,4377,7070,2119456.014,-194920.9994,221,0.433126122,271.9342957,291.5101318,95815.0,0.002298447,122.7386703,-8.68529e-06,74.88137054,-0.432880014,-0.014599091,0.449076295,3702,978,test 2167A,112.4549,39.3606,20170601,36.20538244,2282,6241,1363122.309,1249682.388,1101,1.263934135,73.78655243,279.526947,88128.86719,0.000975647,173.5114136,-3.72637e-06,53.46703339,1.213651776,0.352957249,0.421209037,2641,834,test 1398A,112.471,23.0528,20170601,38.88826816,4892,6243,1707983.708,-662229.4579,10,0.720156848,271.6866455,294.6395264,100205.9688,0.002944014,220.5185242,-1.52215e-05,76.10688782,-0.719845831,-0.02116262,0.558288634,1464,336,test 1621A,118.4023,35.0896,20170601,47.18435754,2966,7192,1942186.841,842367.2284,66,0.701261699,242.7005157,286.369873,100884.3359,0.001143498,209.2429352,-1.21448e-05,63.32729721,-0.6231457,0.321647912,0.751848996,2454,467,test 1769A,121.2008,41.1219,20170601,31.9719888,2001,7640,1975992.091,1608279.215,16,0.765205562,49.74586487,282.3079224,101010.5625,0.000665039,342.2581787,-3.15717e-05,52.36695099,0.583981395,0.494474769,0.596599877,2820,590,test 1161A,120.628,31.2864,20170601,41.43156425,3574,7548,2240662.824,447114.317,7,1.441110253,270.0965271,289.2358093,101578.2109,0.001763128,328.2744446,-5.02552e-05,72.25830078,-1.441108346,-0.002361435,0.723933101,2363,142,test 2370A,115.0075,27.0983,20170601,52.13370474,4244,6649,1857404.516,-153264.8477,57,0.843191803,323.3169556,292.3804321,100636.8516,0.002053568,258.3811951,-1.74726e-05,70.80789948,-0.503762364,-0.676162601,0.623462617,2891,1020,test 1043A,119.7624,40.0181,20170601,27.50418994,2177,7410,1903496.867,1449599.41,33,0.651797354,115.4212189,283.00354,101085.8047,0.000714438,261.8578186,-3.80611e-05,58.62321472,0.588704646,-0.279761702,0.663945794,2835,32,test 1685A,110.4558,21.2567,20170601,25.92837079,5179,5921,1545062.979,-899235.8645,6,1.857905626,258.0644226,295.9324951,101128.1875,0.003109846,320.9769592,-1.92166e-05,81.33553314,-1.817723632,0.384310037,0.460234612,3938,518,test 2256A,130.3961,46.8267,20170601,31.34682081,1088,9111,2397035.374,2478450.47,78,1.299665689,55.59780884,274.7007751,100108.9375,0.00075057,218.2768707,-8.74929e-06,64.94659424,1.072322607,0.734339833,0.364023894,1857,917,test 2374A,114.3703,27.7914,20170601,50.81476323,4133,6547,1783051.47,-85114.99596,104,0.668355703,269.5732422,291.1007996,100261.7734,0.003764055,163.4533081,-9.94686e-06,77.55700684,-0.668336928,0.005008882,0.689736247,3768,1024,test 2201A,121.9462,46.0756,20170601,9.045961003,1208,7759,1866523.407,2207459.456,299,1.374847412,104.7194138,276.8456421,97493.125,0.000766129,296.1846313,-6.48687e-06,52.33117676,1.329746127,-0.349257469,0.283757746,3054,862,test 1715A,102.5778,24.3694,20170601,17.84818942,4681,4660,732243.8087,-633716.8712,1683,1.344697118,0.650136769,288.7161255,81393.97656,0.002282492,265.4284363,-1.11814e-05,71.266922,0.015253415,1.344610572,0.284979969,4102,543,test 1378A,112.863,23.1886,20170601,38.29305556,4870,6306,1743051.416,-639910.8919,23,0.573706508,279.8635559,295.0332336,101246.8203,0.003165651,228.8575134,-2.1828e-05,72.26731873,-0.565231323,-0.098248176,0.568219483,3663,316,test 2679A,106.196,37.9723,20170601,31.52752294,2505,5239,896269.0845,1010411.992,1130,0.392440766,184.1256714,285.2640381,88515.76563,0.000374951,279.3349304,-9.56553e-06,37.867836,-0.028232798,0.391423881,0.372224063,2864,1293,test 2443A,113.9153,30.9285,20170601,42.16432584,3632,6474,1670527.787,271828.629,31,1.026959658,300.9306335,289.3096008,101195.2734,0.002431046,198.7042694,-1.6695e-05,68.71648407,-0.880948722,-0.527802587,0.800049007,3431,1080,test 1047A,114.5129,36.61763,20170601,72.55013928,2721,6570,1587617.056,953010.0448,57,0.517950594,33.63252258,287.1910095,100660.4609,0.000737673,187.0337219,-9.77042e-06,52.61444092,0.286866874,0.431254238,0.808477104,2444,35,test 1818A,114.483,36.061,20170601,60.56695157,2810,6565,1598497.842,886424.4719,63,0.532841861,16.01104927,287.8005676,100718.8203,0.000720889,204.5107117,-1.03025e-05,53.10264969,0.146965787,0.512173355,0.810954034,4582,637,test 2597A,103.7225,27.3361,20170601,22.50840336,4206,4844,811829.8525,-279000.1643,1921,0.988420248,305.135376,284.5687256,80641.46094,0.001903543,171.4781494,-6.23521e-06,80.66107178,-0.808361411,-0.568793833,0.481885672,2942,1218,test 1709A,116.3242,23.5486,20170601,32.28,4812,6860,2066947.195,-531983.3618,6,0.560389459,259.8047485,294.1719666,100519.0156,0.002483285,190.9488068,-1.40494e-05,79.04416656,-0.551536977,0.099213406,0.436569273,2131,537,test 1890A,101.7169,26.585,20170601,32.77222222,4326,4523,631524.2458,-381703.8194,1127,0.233383134,238.9780121,292.8516541,84935.07813,0.002156427,179.965744,-4.17589e-06,60.29755783,-0.199998602,0.120284021,0.280255914,4058,698,test 2492A,109.6414,28.2558,20170601,32.74358974,4059,5791,1343373.269,-106374.5205,293,0.732493699,285.2645874,289.1526794,96839.07031,0.003487726,229.2196503,-1.13689e-05,77.95145416,-0.706661999,-0.192810401,0.74516511,5910,1127,test 1253A,120.726,30.7478,20170601,43.09888579,3660,7564,2265663.102,387299.9193,7,1.16454649,274.3938599,289.243927,101594.2266,0.002181931,293.5216064,-2.12615e-05,72.84377289,-1.161128163,-0.089162312,0.690496504,3183,214,test 1019A,117.1837,39.2133,20170601,50.36938202,2306,6997,1730819.413,1306554.085,4,0.993955493,187.8487396,285.393158,101661.0234,0.000790286,198.542923,-1.63274e-05,48.99599457,-0.135728583,0.984644711,0.8648597,2504,15,test 1873A,109.4221,24.299,20170601,37.98179272,4692,5756,1391184.451,-567864.2424,102,0.42661804,339.6827698,293.6799927,99988.05469,0.003582781,270.4307251,-1.98839e-05,76.11131287,-0.148162261,-0.400063634,0.577699184,3181,683,test 2236A,122.8211,45.6175,20170601,18.97067039,1281,7899,1941213.222,2170421.749,152,0.830276847,86.15685272,278.2516785,99615.13281,0.000605321,286.6825256,-7.50184e-06,48.39455414,0.828407288,0.055686295,0.331344694,2036,897,test 1755A,123.81,41.8469,20170601,40.69088319,1885,8058,2141747.097,1748149.867,87,0.878900826,184.9146118,280.2966919,100380.3125,0.001143382,271.5030823,-9.0348e-06,54.2951088,-0.075293928,0.875669718,0.547599912,2618,577,test 1723A,113.2994,40.0758,20170601,36.50283286,2168,6376,1412176.251,1347391.396,1044,1.037079215,92.7870636,280.2149658,88793.95313,0.000879601,169.8482971,-5.01817e-06,46.33763123,1.035854936,-0.050377745,0.460584641,1695,548,test 1726A,113.2711,40.0844,20170601,37.62215909,2167,6371,1409823.557,1348016.301,1059,1.117697477,94.34470367,279.9786072,88437.00781,0.000913198,171.1439209,-4.99299e-06,46.54786682,1.114489675,-0.084618978,0.444447666,1961,551,test 1220A,118.293,33.9528,20170601,55.33664773,3148,7175,1965474.308,706985.584,23,1.011668921,248.2718811,287.3872375,101473.1484,0.001784482,229.2952881,-2.3824e-05,64.29232788,-0.939777613,0.374555767,0.773139954,2683,187,test 1475A,103.712,36.0756,20170601,54.81601124,2808,4842,718389.2799,761062.0923,1556,1.00877285,259.8876038,282.5976563,81497.28906,0.000723558,232.3790588,-7.0757e-06,47.6957283,-0.993094504,0.177160829,0.312096477,1724,403,test 2444A,113.942,30.9075,20170601,49.76571429,3635,6479,1673336.292,269825.2817,25,1.027381659,300.8529358,289.3362732,101185.9688,0.002457302,198.764679,-1.68787e-05,68.77377319,-0.882026017,-0.52682358,0.817943573,3453,1081,test 2708A,88.1267,47.8515,20170601,12.43539326,924,2348,-466519.037,2183870.643,921,1.357331395,352.4895935,276.47229,89115.78906,0.000697224,156.1495361,-9.71626e-06,56.37965775,-0.177531123,-1.345671296,0.170039922,2013,1321,test 1703A,113.0208,23.7106,20170601,33.74147727,4786,6331,1747262.832,-577718.6276,13,0.679115951,314.8795776,294.085083,100132.6953,0.003314191,203.4927063,-1.59598e-05,75.82136536,-0.481249064,-0.479163617,0.576182544,2985,533,test 2386A,114.2956,35.7511,20170601,56.3356546,2860,6535,1590638.138,846612.4254,90,0.540479362,55.39128494,287.6413269,100405.8203,0.000884022,201.1470184,-1.02028e-05,56.73690796,0.444832802,0.30698815,0.805345118,3179,1036,test 2595A,99.1711,25.1328,20170601,30.39106145,4559,4115,399562.2198,-564638.8197,1672,0.755832791,32.28301239,287.7327881,79496.625,0.002341066,95.80272675,-3.09291e-06,66.43314362,0.40368095,0.639003038,0.233538389,4070,1216,test 1611A,118.5819,24.9117,20170601,24.49861111,4594,7221,2244153.689,-328287.9348,13,1.491243005,321.5588074,293.5477905,100975.3047,0.002172832,398.0970459,-3.43882e-05,78.59575653,-0.92720747,-1.167943478,0.393044591,2583,459,test 1062A,117.9664,40.9161,20170601,23.53472222,2034,7123,1742668.244,1522703.128,361,0.285557777,59.21615982,281.2525635,95837.97656,0.000901264,225.9160004,-4.66914e-06,49.97110367,0.245319471,0.146156117,0.612190962,3055,49,test 2380A,116.385,27.9647,20170601,37.26330532,4106,6870,1961297.604,-26728.8928,47,0.91591692,337.2653809,291.7987671,100783.7656,0.002294607,218.4802399,-1.7136e-05,71.55229187,-0.354036391,-0.844726026,0.620418012,2675,1030,test 1849A,113.1772,29.3678,20170601,43.77106742,3881,6356,1640240.221,77095.25763,47,1.033074379,309.7947998,290.4830017,100906.2422,0.002477681,252.5169678,-3.25456e-05,71.59677887,-0.793798089,-0.661155999,0.805084109,3084,665,test 1051A,115.493,38.8632,20170601,57.32777778,2362,6727,1609736.565,1236167.122,21,0.45382151,47.74733353,285.6299133,101191.0781,0.000989744,128.864624,-8.07344e-06,46.71962357,0.335905194,0.305158406,0.8721416,1915,39,test 1409A,110.576,19.9507,20170601,16.45702006,5388,5940,1580503.031,-1044494.26,4,2.833151817,263.4823608,297.2429504,101028.2813,0.002657095,471.5733948,-7.27536e-05,82.50409698,-2.814827204,0.321709692,0.404807031,5461,347,test 1282A,119.303,26.0392,20170601,27.23743017,4414,7336,2279165.492,-183941.4839,18,0.660829902,314.7249451,291.7391663,100222.5,0.002735934,285.039978,-2.46829e-05,84.31043243,-0.469547421,-0.464996099,0.434393883,3221,237,test 1041A,118.1997,39.6295,20170601,51.32686981,2239,7160,1796777.238,1374178.092,33,0.665033042,192.6335602,284.0272827,101417.3594,0.00073672,184.5201263,-8.8188e-06,52.00143433,-0.145448238,0.648932755,0.791115284,2999,31,test 2293A,117.0486,30.5489,20170601,50.58888889,3692,6976,1952992.047,285346.2083,22,1.250477076,323.5499878,289.599823,100956.6172,0.002524432,246.7169647,-2.93401e-05,70.40621185,-0.743009269,-1.005798221,0.731026173,2958,950,test 2426A,114.8949,30.2043,20170601,52.29083095,3747,6631,1773230.297,204423.615,76,0.881900728,262.6491089,290.4185181,101254.3594,0.002534305,194.9039307,-3.02002e-05,70.88707733,-0.874647737,0.112872548,0.766887665,4337,1064,test 1938A,109.5293,34.5101,20170601,60.51585014,3058,5773,1223151.306,630658.7146,347,0.977224827,237.3246765,287.3561096,96523.08594,0.001217962,99.54223633,-8.10061e-06,61.990448,-0.822556973,0.527606308,0.601806819,3036,742,test 1774A,126.4978,43.8228,20170601,27.61111111,1568,8488,2258753.289,2038958.373,211,1.141084075,27.65626335,276.2796021,98057.96094,0.001307207,225.2650299,-1.02492e-05,65.81345367,0.529638231,1.01072073,0.46103543,2874,595,test ================================================ FILE: demo_result/gnnwr/dataset/test_dataset/dataset_info.json ================================================ {"x": ["dem", "w10", "d10", "t2m", "aod_sat", "tp"], "y": ["PM2_5"], "id": ["id"], "batch_size": 212, "shuffle": true, "is_need_STNN": false, "scale_fn": "minmax_scale", "x_scale_info": "{\"max\": [4520.0, 3.203410864, 359.6052246, 297.1684875, 1.069990754, 0.00383414], \"min\": [-5.0, 0.055798065, 0.03956585, 271.5436096, 0.056254357, 3.88167e-05]}", "y_scale_info": "{}", "distance_scale_info": "{\"min\": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 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2503A,108.6553,21.9508,20170601,31.75706215,5068,5633,1355284.16,-847078.7388,12,0.299408495,304.2290039,294.9709778,100761.1172,0.002850934,280.3829346,-2.62083e-05,77.93145752,-0.247560546,-0.168401971,0.508985996,3794,1136,train 2915A,106.7619444,31.85805556,20170601,21.37042254,3483,5330,1029462.664,283241.2533,384,0.882093132,326.7931213,289.4392395,95241.83594,0.001962412,118.4081955,-8.05066e-06,72.68408966,-0.483145982,-0.738009632,0.695916176,3499,1357,train 2262A,130.9467,45.8309,20170601,29.78267045,1247,9199,2476322.779,2377997.411,294,1.201147079,74.0170517,274.6150818,98922.9375,0.000931429,283.6371765,-6.17343e-06,70.24242401,1.154702544,0.33078143,0.365109205,4099,923,train 1737A,111.4917,36.0417,20170601,72.86685552,2813,6087,1355986.122,839151.8689,450,0.449992746,81.76942444,285.7096863,94505.49219,0.000878388,134.7795715,-6.38288e-06,53.3822403,0.445355088,0.06443841,0.559331894,3125,560,train 1949A,106.7704,39.2282,20170601,42.43454039,2304,5331,923769.3521,1167549.166,1094,0.267566115,109.431015,284.7584229,88080.60938,0.000295676,343.7106323,-7.19597e-06,34.00588608,0.252331287,-0.088997483,0.357204139,1771,752,train 1978A,119.959,37.18,20170601,36.77761628,2631,7441,2005083.073,1119093.992,58,1.18651855,221.6113129,285.6207581,101059.1016,0.000754719,331.9237366,-2.90607e-05,61.2922821,-0.787916958,0.887137592,0.678234279,2306,778,train 1470A,109.2,34.6575,20170601,67.91428571,3035,5720,1193064.872,644194.9663,385,0.998359978,329.9326172,288.1097107,96786.19531,0.000930122,133.8486176,-8.47837e-06,57.2674942,-0.500263512,-0.863978624,0.616701365,3677,398,train 1328A,114.3006,30.5494,20170601,44.58333333,3692,6536,1712938.32,234138.7098,38,1.120484591,301.2478027,290.1384888,101301.0625,0.002528618,213.7231903,-3.53923e-05,68.71790314,-0.957974017,-0.581181109,0.802339196,1716,275,train 2336A,117.0216,25.1035,20170601,24.6232493,4564,6971,2093287.343,-340977.7941,338,0.398720503,260.2210083,291.0870361,94684.64844,0.002532167,110.1729736,-7.23627e-06,78.83322144,-0.392924398,0.067738131,0.448465586,3799,986,train 2303A,115.8556,32.8603,20170601,54.9719888,3322,6785,1790748.555,532383.4222,29,0.887989879,254.5608826,288.2521973,101337.125,0.002175472,197.2092438,-1.31597e-05,64.86552429,-0.855936646,0.236428618,0.839790285,2629,959,train 1308A,120.3905,36.1851,20170601,42.19219653,2790,7510,2069799.107,1011370.883,28,0.7155146,189.3818665,285.9462585,101179.6328,0.000868624,359.5069885,-5.9206e-05,66.18849182,-0.116635114,0.7059443,0.650496602,2283,260,train 1036A,118.1662,39.6308,20170601,47.58448753,2239,7155,1794193.98,1373720.072,30,0.678802371,193.2322235,284.0889587,101426.6172,0.000736898,184.281189,-8.81654e-06,51.74806595,-0.155372381,0.660781443,0.808539331,2423,26,train 1613A,118.6663,24.9424,20170601,26.91374269,4589,7235,2251176.99,-322884.4372,5,1.672789454,322.2612305,293.5256653,100951.1875,0.002228093,415.8861389,-2.98341e-05,79.07250977,-1.023948312,-1.322782874,0.38532877,2142,461,train 1124A,125.454,43.7878,20170601,22.37073864,1574,8321,2187664.251,2011264.353,242,1.296965241,44.60767365,277.5579529,98681.42969,0.001147033,263.9197083,-1.01526e-05,60.41678619,0.910770535,0.92337203,0.468828708,3106,106,train 2447A,114.3036,29.8181,20170601,41.71910112,3809,6537,1730178.405,148888.1806,65,0.790231884,275.6500854,289.8298645,100272.7188,0.0026672,174.8209839,-1.65275e-05,73.55194855,-0.786396563,-0.077761799,0.781116128,4021,1083,train 1875A,109.4839,24.3158,20170601,34.85854342,4690,5765,1396816.058,-565057.214,93,0.481155843,341.8652954,293.6621704,99716.19531,0.00354164,265.3618164,-2.06137e-05,75.41307831,-0.149798959,-0.457243055,0.570562541,2672,685,train 2835A,101.7227,26.567,20170601,25.5362117,4329,4524,632213.0532,-383772.92,1266,0.261160403,231.4132843,292.8708801,85006.25781,0.002208773,179.5517731,-4.19465e-06,60.23318863,-0.204135671,0.162890717,0.300056636,3692,1325,train 1158A,118.737,32.0092,20170601,46.43521127,3459,7246,2058024.869,489435.964,8,1.132401824,264.6637268,288.2364197,101423.7813,0.002364973,240.427475,-2.06769e-05,68.27670288,-1.127489448,0.105363622,0.783305407,2719,139,train 1324A,113.6113,34.9162,20170601,59.82294618,2993,6426,1553909.984,736654.4282,93,0.781253636,226.5361328,288.2816772,100644.0781,0.000916769,202.9169159,-1.51515e-05,56.23620605,-0.567027569,0.537435532,0.823637009,4169,271,train 1321A,113.734,34.719,20170601,62.79378531,3025,6445,1568539.824,715237.4325,99,0.602926195,204.8696747,288.1617737,100291.4531,0.001057655,222.3699799,-1.23789e-05,58.76182556,-0.253556967,0.547018111,0.840416908,2582,268,train 1847A,113.1094,29.3578,20170601,52.86376404,3883,6345,1634409.087,74799.81927,36,1.037202001,311.8988647,290.5915833,101126.9531,0.00242957,255.5616302,-3.24913e-05,71.20270538,-0.772061884,-0.692609847,0.81054759,2291,663,train 1713A,112.0369,22.9394,20170601,34.66527778,4910,6174,1668235.942,-682578.3419,84,0.861535609,258.6884766,293.9867859,98492.67969,0.003142678,207.4624939,-1.14652e-05,78.7071228,-0.844793677,0.169018582,0.54842627,3794,541,train 1508A,112.9433,27.8614,20170601,42.59331476,4122,6319,1651718.931,-101952.5419,60,0.917779863,354.5755005,291.0956726,100709.7031,0.002673088,239.433075,-1.76781e-05,72.40300751,-0.086843744,-0.913661897,0.7768085,1855,420,train 2505A,109.5681,23.1478,20170601,38.18571429,4876,5779,1424864.633,-697681.3057,113,0.446328253,293.3067322,294.0881348,99581.52344,0.003272329,230.177948,-1.65834e-05,77.88550568,-0.409918129,-0.176567376,0.545196533,5219,1137,train 1592A,109.9486,39.8261,20170601,28.75915493,2208,5840,1160434.573,1273489.105,1465,1.359291077,64.52292633,280.5108032,85925.45313,0.000811057,269.8643188,-1.06983e-05,45.31322479,1.227090716,0.584739745,0.395643771,2196,441,train 2490A,111.9561,27.7569,20170601,35.39577465,4139,6161,1563890.853,-130231.2769,128,0.783385158,337.6931763,290.3634338,99599.28125,0.00238625,225.6069031,-1.17009e-05,74.90756226,-0.297405303,-0.724736094,0.778168559,3526,1125,train 1444A,106.6948,26.5155,20170601,35.31601124,4338,5319,1098775.891,-345983.121,1093,1.261153102,236.0878448,287.561676,88480.24219,0.002084561,338.7220154,-1.11839e-05,83.0590744,-1.046602964,0.70365417,0.596750736,3109,373,train 1329A,114.4272,30.6103,20170601,57.25492958,3682,6556,1722603.115,243464.6664,31,1.047051668,301.5730896,290.0148926,101304.9844,0.002581318,206.7971802,-3.31349e-05,69.16859436,-0.892094076,-0.54816556,0.802711964,3155,276,train 2224A,124.3419,43.1747,20170601,44.17746479,1672,8143,2132306.475,1915167.6,163,1.25522995,24.29963684,278.6562195,99670.41406,0.001122397,290.611969,-9.13661e-06,55.59843826,0.516523421,1.144030452,0.488097876,2547,885,train 1908A,106.1064,30.7856,20170601,49.45391061,3654,5225,986780.9649,149330.9605,285,0.896087289,308.9842834,290.8911133,97568.39063,0.00139715,150.3124695,-1.19645e-05,75.09119415,-0.696582735,-0.563688695,0.880144715,2655,713,train 1911A,106.9222,27.6869,20170601,30.9275766,4150,5356,1103370.845,-206732.1068,869,1.204445839,270.4447021,288.2242737,90735.42188,0.001904941,244.5178833,-1.07473e-05,77.88352966,-1.204409957,-0.009291916,0.71316433,2938,716,train 1159A,118.907,32.105,20170601,37.08189655,3443,7273,2069710.824,504137.4008,25,1.129577279,264.0560608,288.1342163,101281.9219,0.002416553,245.4673462,-1.9872e-05,68.91624451,-1.123499274,0.117022552,0.779545009,3755,140,train 1447A,106.6867,26.5495,20170601,26.4756447,4332,5318,1097545.325,-342114.4817,1096,1.251607895,235.7802124,287.4953918,88355.92188,0.002077359,337.0706482,-1.11982e-05,83.03549957,-1.034917235,0.703895271,0.599681735,2841,376,train 2700A,75.9435,39.4365,20170601,133.8005618,2270,399,-1484909.609,1281986.561,1290,0.203933403,64.68322754,288.2397766,86647.0625,0.000276627,371.1020508,-1.81205e-05,33.80693054,0.184344232,0.087212622,0.251003951,3226,1313,train 2074A,117.6569,24.5157,20170601,27.33613445,4658,7073,2168256.488,-393867.4781,14,0.621001422,248.913269,293.8982544,100310.4141,0.002129103,191.2363129,-1.00656e-05,77.4164505,-0.579409301,0.223444968,0.43692854,2568,825,train 2253A,128.9094,47.7317,20170601,18.82248521,943,8873,2262962.407,2547270.472,248,0.76622653,59.92066193,272.6238098,97123.69531,0.001088169,181.3152924,-3.41212e-06,74.44569397,0.663028598,0.384052247,0.313867033,4110,914,train 2707A,88.1214,47.9047,20170601,9.540785498,915,2347,-466422.3514,2190396.594,1013,1.389637232,347.1051941,275.0678711,87218.55469,0.000794801,144.9333344,-9.32686e-06,59.67956543,-0.310230374,-1.354565859,0.137945384,2472,1320,train 1275A,117.266,31.9438,20170601,52.0210084,3469,7011,1934510.403,451937.7037,33,1.028813601,257.9957886,288.6001587,101257.9688,0.002219917,239.5991516,-1.71932e-05,67.73134613,-1.006307244,0.214016482,0.78590548,3859,231,train 1771A,121.1303,41.1386,20170601,33.10893855,1998,7629,1970264.929,1608832.426,44,0.724091947,52.45780563,282.2090454,100763.1406,0.000662681,327.9137573,-2.38005e-05,52.1627388,0.574124098,0.441237658,0.599637628,2085,592,train 1857A,111.7158,29.1456,20170601,34.8832853,3917,6123,1514159.428,27711.98488,72,1.092972755,319.6559448,290.374115,100744.2813,0.002004648,244.2007599,-2.21838e-05,70.55252075,-0.707624376,-0.832980871,0.823841989,6291,670,train 1110A,121.565,38.95111111,20170601,28.5,2348,7698,2073528.812,1360414.358,27,0.202048704,113.3042221,284.4041138,101105.7891,0.000428921,504.8711853,-9.69823e-05,61.75147629,0.185569659,-0.079922333,0.641193926,2532,93,train 1629A,118.0018,37.3617,20170601,54.07541899,2602,7128,1845743.867,1102144.139,12,0.797798097,224.3066864,285.9794922,101616.7813,0.000803164,191.8181,-1.08153e-05,52.10063553,-0.557247877,0.570926011,0.790579975,2740,473,train 2538A,103.757,29.5634,20170601,52.01133144,3850,4849,791606.1334,-16553.87505,380,0.87563926,115.0060654,291.2200928,96534.74219,0.001024524,134.3856659,-1.23178e-05,70.67913818,0.793581426,-0.370098114,0.897755027,4182,1170,train 2363A,114.9367,25.8664,20170601,47.77146814,4441,6638,1880028.498,-296077.7442,109,0.469468415,170.721756,292.2148132,99394.53906,0.002014583,267.4163208,-1.70639e-05,75.71694946,0.07573273,-0.463319719,0.537528396,2323,1013,train 2232A,126.4078,41.9419,20170601,32.37709497,1869,8473,2324880.745,1818278.223,500,0.647617877,37.19845963,275.3440247,94072.5,0.001318248,221.3408356,-6.56498e-06,75.49783325,0.391525477,0.515865028,0.460416764,2581,893,train 1235A,121.56,29.8208,20170601,36.98472222,3809,7698,2366794.505,300549.4462,4,0.4400042,254.4442749,289.9533691,101425.6484,0.003185493,369.0124512,-3.28363e-05,78.97048187,-0.423882335,0.118014678,0.589393854,2690,201,train 2171A,112.7549,37.7019,20170601,59.83055556,2548,6289,1422573.517,1055309.148,822,0.515580297,245.4406586,283.4151611,91511.89844,0.000796085,154.3292084,-6.42277e-06,51.69888687,-0.468929231,0.214309245,0.512913585,1784,838,train 1904A,104.3539,31.1108,20170601,63.7266289,3602,4945,827903.7342,171719.042,489,0.568953454,167.7808685,290.5610046,95322.22656,0.00102244,145.2479553,-1.01879e-05,66.41021729,0.12046773,-0.556053579,0.776457191,3625,709,train 1968A,120.014,36.253,20170601,33.08732394,2780,7450,2037707.765,1011454.822,21,0.618620932,187.4125977,285.3928223,101417.9297,0.000895404,245.4938202,-1.51989e-05,64.22150421,-0.079807974,0.613451302,0.676147103,3162,768,train 3038A,103.3758,23.3682,20170601,30.92655367,4841,4788,819057.8453,-743094.998,1303,1.201764345,201.7079315,289.4332275,85581.4375,0.002862381,193.5937347,-4.21486e-06,83.74964142,-0.444490492,1.116541862,0.360403746,3504,1395,train 1749A,123.011,41.0931,20170601,28.875,2005,7930,2109908.208,1642530.524,90,1.024908066,194.9835358,281.1362,100626.1094,0.001023153,271.911499,-8.1068e-06,52.71163177,-0.26497367,0.990063429,0.575857282,2169,571,train 1277A,117.302,31.7956,20170601,51.98022599,3493,7016,1941573.347,435374.7744,21,1.109904647,259.0768127,289.1032104,101484.3672,0.002264974,251.5123444,-2.29364e-05,67.68444061,-1.089787006,0.210363343,0.793789148,3851,233,train 1381A,113.4075,22.5111,20170601,29.46927374,4978,6393,1810127.024,-706903.1147,13,0.829056203,252.4943237,295.2363892,100838.6016,0.002912565,293.5805359,-3.66533e-05,76.64382172,-0.790650904,0.249409929,0.524514079,3852,319,train 1459A,91.1774,29.6541,20170601,13.734375,3835,2836,-345503.2937,-34365.34415,3676,0.362885445,193.4119568,278.766449,60340.83203,0.000903132,357.5426636,-5.2657e-06,38.23548126,-0.084169112,0.352989227,0.088719495,1673,387,train 2331A,118.0966,26.6761,20170601,19.22050562,4312,7143,2150792.157,-138657.9951,1044,0.282099456,270.1705933,292.0853577,96602.27344,0.002443687,144.4280548,-1.11612e-05,72.29118347,-0.282098234,-0.000826824,0.431283653,6887,981,train 2162A,112.8564,35.4883,20170601,59.66573816,2902,6305,1479102.825,792919.3951,710,0.467280239,258.1205139,284.2034912,92513.29688,0.001013652,170.318634,-6.13769e-06,59.82877731,-0.457268506,0.096209839,0.676228344,2363,829,train 1982A,122.019,37.187,20170601,19.37711864,2630,7771,2166315.478,1163642.351,44,0.473622024,53.17795181,284.2929993,101128.4219,0.00092996,337.01474,-1.10024e-05,68.05549622,0.379127055,0.283867031,0.57832551,2930,782,train 1940A,109.4636,34.493,20170601,70.88997214,3061,5762,1217962.807,627803.409,380,0.931024849,244.3529968,287.4116516,96219.53906,0.001135641,100.0737991,-7.95372e-06,61.3036232,-0.839284897,0.402998924,0.609041452,2922,744,train 1595A,109.9734,39.7884,20170601,24.92339833,2214,5844,1163042.863,1269237.174,1436,1.301764965,67.7186203,280.4292603,85844.15625,0.000831661,270.5464478,-1.06163e-05,45.66374969,1.204548955,0.493613154,0.396506429,2173,444,train 1233A,120.088,30.1808,20170601,34.76264045,3751,7462,2227765.732,307453.82,59,0.777298689,309.0681458,289.5455627,100818.2031,0.002606487,227.9638367,-1.59928e-05,72.89274597,-0.603524923,-0.489847869,0.680938125,5614,200,train 3021A,115.0061,35.76806,20170601,62.33002833,2857,6649,1647996.679,860332.1673,54,0.774536073,209.6607971,287.7931824,101045.1719,0.000786218,205.9085236,-1.07308e-05,54.85531616,-0.38327983,0.673054695,0.86507982,3673,1385,train 1883A,104.6225,28.76611,20170601,47.41504178,3978,4988,878842.8558,-103259.58,301,0.555002809,131.8848724,291.6523438,96722.92188,0.001210027,149.8258362,-1.32929e-05,72.04242706,0.413217962,-0.37051183,1.00313437,3274,691,train 2510A,110.1675,22.6411,20170601,38.76056338,4958,5875,1492023.162,-746587.9599,80,0.804365754,270.216095,294.4644775,100256.4141,0.003211519,238.6332092,-1.23341e-05,81.04673767,-0.804360151,-0.00299628,0.538504303,2787,1142,train 1439A,106.6856,26.6029,20170601,30.36070381,4324,5318,1096699.35,-335907.3823,1150,1.237574816,235.3930359,287.4142151,88227.30469,0.002067968,334.5128479,-1.10392e-05,82.99447632,-1.018587232,0.702902138,0.596409798,4079,368,train 1425A,106.617,29.7125,20170601,36.10724234,3826,5307,1046997.288,27811.10468,414,0.735382378,311.0783997,291.7601013,97748.61719,0.001499428,127.174614,-1.02793e-05,73.61724091,-0.554372072,-0.483175725,0.937363207,2796,357,train 1243A,120.677,27.9939,20170601,32.07605634,4101,7556,2345814.187,70701.43436,9,0.737793267,325.4155273,290.6038208,100385.7031,0.002689945,280.7914124,-4.05877e-05,80.28862762,-0.418832123,-0.607386708,0.539707124,2134,207,train 1960A,118.78,36.864,20170601,52.04333333,2682,7253,1921459.567,1058371.989,22,0.871823311,200.8208008,286.0860901,101342.6953,0.000815353,229.3359985,-1.30122e-05,55.5737381,-0.309877694,0.814893663,0.74447912,2853,763,train 2168A,112.4254,39.3179,20170601,46.64705882,2289,6236,1361760.843,1244150.952,1095,1.253083229,67.2808075,279.6309814,88407.94531,0.000999305,171.4592438,-3.72581e-06,53.97813034,1.155838251,0.48399955,0.428279877,1871,835,train 2353A,114.9831,27.8344,20170601,41.76601671,4127,6645,1837668.732,-68856.76044,54,0.832867503,308.3184204,291.6977234,100735.0938,0.002932675,233.7166138,-1.56101e-05,71.11712646,-0.653482735,-0.516360939,0.66236347,3129,1003,train 1130A,126.561,45.8167,20170601,27.96121884,1249,8498,2185976.788,2272291.929,117,1.197531819,51.73068619,275.9894714,100001.2734,0.000710105,209.7124176,-7.10396e-06,61.15815353,0.940172374,0.741726696,0.412337601,2548,112,train 1687A,110.9294,21.6533,20170601,25.79741379,5116,5997,1584662.127,-846822.8131,25,1.499594092,257.2289429,295.6622925,100974.1484,0.003086019,263.2003784,-1.80007e-05,80.44173431,-1.462482691,0.331552088,0.464969575,3127,520,train 1478A,103.841,36.0725,20170601,48.85734463,2808,4863,729031.795,761638.4561,1537,1.236114621,248.9255981,282.8693237,82449.57813,0.000709841,234.7140503,-6.77053e-06,49.16866302,-1.153420448,0.444522858,0.318420291,1619,406,train 1964A,120.47,36.39,20170601,28.07303371,2758,7523,2069773.36,1037035.314,27,0.565185785,191.195816,285.1802063,101237.9688,0.000992653,296.0322571,-3.24286e-05,65.80377197,-0.109734781,0.554430544,0.64891392,2249,766,train 1955A,85.6931,46.0872,20170601,28.31534091,1206,1959,-651717.0144,1982218.541,303,1.305851579,108.1486816,285.6183777,97062.57813,0.000109129,620.6276855,-1.02429e-05,38.93966293,1.240910053,-0.40668264,0.212577194,2609,758,train 1972A,119.976,36.799,20170601,34.60057471,2692,7444,2018041.431,1074706.747,63,0.709809124,226.9320679,284.9526062,101131.1172,0.000885525,249.1580505,-7.83441e-06,63.59031296,-0.518535554,0.484716296,0.659083128,2856,772,train 2390A,113.884,35.272,20170601,61.12534819,2937,6469,1568193.237,783170.9294,72,0.548376799,298.8278198,287.9819946,100276.1484,0.000853742,179.7498779,-9.34065e-06,54.4716301,-0.48043412,-0.264386415,0.80810529,2129,1039,train 2871A,121.6147222,29.90166667,20170601,33.82777778,3796,7706,2368980.749,311125.3428,4,0.6134184,255.7086487,290.1271057,101605.7891,0.003091791,403.7295227,-4.43322e-05,78.02191162,-0.594429076,0.151447132,0.572559774,2381,1338,train 2312A,115.7831,33.8561,20170601,51.48280802,3163,6773,1759494.753,648060.0469,39,0.876777887,241.3581696,287.943573,101230.2266,0.001687986,196.4363403,-1.10325e-05,62.56277847,-0.769476116,0.420292735,0.838687599,2195,968,train 2703A,81.2815,43.9404,20170601,48.26760563,1550,1253,-995572.9683,1757814.371,639,0.493626207,352.4929199,285.6677551,92803.59375,0.000393966,295.7780762,-1.23629e-05,45.99690247,-0.064535066,-0.489389479,0.221095145,2840,1316,train 1919A,108.6761,34.3181,20170601,64.58591549,3089,5636,1155014.199,597429.3075,388,0.427577376,159.1076965,286.5556335,94540.39844,0.001147953,93.1432724,-6.72714e-06,63.51910782,0.152512148,-0.399452686,0.620392442,2592,723,train 2872A,120.7844444,30.7525,20170601,40.42222222,3660,7573,2270546.394,389189.9502,6,1.206874251,274.6819763,289.3324585,101578.8203,0.002154832,300.0643616,-2.23472e-05,73.01953125,-1.202851892,-0.09845262,0.70030129,3384,1339,train 1270A,117.196,31.7848,20170601,48.77949438,3495,6999,1932792.325,432026.4364,34,1.024951816,256.0180054,288.880127,101334.3672,0.002223135,239.2498779,-1.56752e-05,67.72418213,-0.994574487,0.247684643,0.7954638,3327,226,train 1032A,114.4586111,38.00583333,20170601,64.80532213,2499,6561,1550102.798,1117361.256,73,0.784852922,45.74318695,285.8088684,100056.0938,0.001023395,127.3562927,-8.78532e-06,52.42238235,0.562113583,0.547743022,0.810598135,2383,22,train 1432A,104.176,30.6872,20170601,55.30532213,3670,4916,816913.8933,119948.8354,497,0.942406774,164.7892914,290.7298889,96039.65625,0.001094053,167.4013672,-1.2244e-05,69.15605927,0.247335628,-0.909370959,0.822873175,2798,363,train 3005A,117.1814,34.29,20170601,63.42997199,3094,6997,1864226.975,724850.9935,38,1.080987811,239.3434296,287.5539856,101279.6797,0.001601907,208.4224854,-1.37982e-05,62.61753464,-0.92989105,0.551214397,0.81409514,2935,1375,train 1952A,84.8897,45.5828,20170601,21.96296296,1287,1830,-714135.383,1926271.785,354,1.908054829,134.3760223,285.3796997,96513.34375,0.000269908,567.0460815,-9.76535e-06,42.00608826,1.36390388,-1.334331036,0.240162075,2059,755,train 1839A,111.3009,30.7157,20170601,54.33893557,3666,6056,1446117.482,205402.1266,104,0.309547871,345.421875,289.5180054,98509.82031,0.002161921,120.7241745,-8.00594e-06,73.29129028,-0.077938743,-0.299575418,0.773427427,2490,655,train 2561A,104.6617,30.1366,20170601,33.4432133,3758,4994,866452.3266,58872.72104,377,0.800412118,298.3917847,291.2840271,96588.45313,0.000963947,193.3557129,-1.32982e-05,70.43460846,-0.70415926,-0.380551368,0.944391012,4313,1188,train 2239A,129.3675,42.8775,20170601,16.46751412,1720,8947,2496128.983,1999050.127,218,1.134649038,87.19962311,276.6505737,98006.32031,0.000797148,304.6461487,-3.4917e-06,67.77149963,1.133291602,0.055485651,0.407669276,3687,900,train 1322A,113.5991,34.7496,20170601,64.34520124,3020,6424,1556686.197,716717.1943,125,0.655335128,206.991394,288.0125427,100049.8828,0.001021759,213.3342743,-1.21599e-05,59.13059998,-0.297420084,0.583956659,0.846046627,2230,269,train 2625A,91.7706,29.261,20170601,7.943313953,3898,2931,-293440.6663,-82894.96948,3554,0.663208723,217.407135,279.0942993,61499.89844,0.001461139,321.644989,-7.48978e-06,46.35028076,-0.402872384,0.526820302,0.088327661,2181,1244,train 1826A,114.2886,34.7967,20170601,58.68994413,3013,6534,1612557.143,733414.1485,74,0.685132325,226.0942535,287.9278564,100723.9375,0.001241425,214.7375946,-1.33414e-05,58.19022369,-0.493613899,0.47513324,0.858758092,3013,643,train 2870A,119.4369444,32.18888889,20170601,49.86908078,3430,7358,2112178.604,525155.5737,38,1.034299016,260.9939575,288.0992737,101488.7109,0.002501329,257.5121765,-2.24585e-05,69.50085449,-1.021541238,0.161950588,0.780995071,3637,1337,train 1457A,91.1221,29.6747,20170601,15.42241379,3832,2828,-350402.4839,-31725.91307,3659,0.270927548,2.284201145,278.810791,60481.10938,0.001035743,341.0104675,-4.75675e-06,38.77491379,0.0107978,0.270712286,0.092499048,2179,385,train 2612A,100.7939,22.0019,20170601,25.28366762,5060,4375,576217.6784,-918539.9801,551,0.537201285,0.952060878,294.5121155,91861.92188,0.003040961,61.1054039,-4.31799e-06,78.18933105,0.008925479,0.537127137,0.303641975,4920,1232,train 3039A,111.19,34.7822,20170601,56.6448468,3015,6038,1356372.993,684876.3217,380,1.029007792,241.8014832,286.2153625,96123.84375,0.001181354,170.224762,-1.24794e-05,63.56178284,-0.90686518,0.486263812,0.643537164,2388,1396,train 2598A,100.2143,26.8576,20170601,19.28389831,4283,4282,488704.2501,-358333.2514,2385,0.46882689,49.05317307,285.002533,73996.99219,0.002544035,157.1844635,-4.31272e-06,64.14559937,0.354105651,0.307258576,0.191317394,3915,1219,train 1050A,114.4965,36.61981,20170601,70.51810585,2721,6567,1586248.191,953004.222,60,0.522804618,37.71175385,287.1472473,100565.875,0.000738263,185.5763855,-9.77771e-06,52.73729324,0.319785953,0.413595915,0.802223086,2015,38,train 2997A,119.8767,32.3292,20170601,46.44334278,3407,7428,2145171.081,550960.3736,5,1.032977343,260.0223999,288.0259094,101659.2734,0.002538252,260.3939514,-1.99987e-05,69.54625702,-1.01734674,0.179018795,0.760640621,3235,1370,train 1182A,117.2933,34.2778,20170601,67.94117647,3096,7015,1873800.709,725547.0071,38,1.065492511,240.4212341,287.5091248,101328.3672,0.001641876,209.3422546,-1.38517e-05,62.7490654,-0.926618814,0.525976956,0.810331285,3063,158,train 1628A,118.0062,37.3803,20170601,57.56779661,2599,7129,1845566.532,1104423.454,12,0.803805292,224.1965942,285.9595032,101618.4063,0.00080481,192.4468994,-1.06852e-05,52.11980438,-0.560337603,0.576302648,0.791954517,2410,472,train 1414A,106.379,29.8272,20170601,31.79189944,3808,5269,1024070.277,38831.25409,569,0.727498531,314.1569824,291.4524231,97223.65625,0.00149034,129.0305786,-9.87306e-06,73.65727997,-0.521967232,-0.506758571,0.936833382,5508,349,train 1295A,115.892,28.6425,20170601,36.65598886,3997,6791,1899881.024,41794.03185,23,1.346121788,344.2358704,291.196167,101270.0391,0.002581747,234.6418762,-2.40028e-05,71.11257935,-0.365821183,-1.29546082,0.67128396,2364,248,train 1117A,121.7769,39.0511,20170601,29.50833333,2332,7732,2086380.808,1376633.089,36,0.22735922,121.3709869,284.0149536,101059.1094,0.000464833,449.9803772,-7.95607e-05,61.49964142,0.194130003,-0.118345924,0.629770041,2882,99,train 2169A,112.4078,39.3265,20170601,48.93417367,2288,6233,1360215.148,1244938.864,1104,1.243502975,67.59925842,279.388031,87890.69531,0.001008321,172.6505585,-3.76435e-06,54.18214417,1.149653077,0.473917067,0.418770075,2113,836,train 1074A,115.6951,37.7575,20170601,58.14285714,2539,6759,1653497.29,1107962.694,22,1.171304941,207.1447449,286.6327515,101397.5391,0.000760664,202.3623657,-1.17335e-05,49.35187531,-0.534381628,1.042301178,0.857591271,2515,60,train 1744A,118.9233,42.2814,20170601,24.72268908,1815,7276,1773620.886,1702038.747,568,1.161489248,78.83686829,279.4663086,94247.65625,0.000646835,275.7804565,-4.18163e-06,44.60363007,1.139504671,0.224914044,0.444131255,1742,567,train 2406A,112.5573,33.027,20170601,60.09610028,3296,6257,1507296.133,496653.6545,128,0.746194363,302.8924561,288.0501404,99963.35156,0.001378033,203.260376,-1.25738e-05,66.75246429,-0.626598716,-0.405191392,0.841064394,2180,1053,train 1661A,119.54,35.3962,20170601,42.57464789,2917,7374,2025527.588,901278.7395,8,0.455493599,230.3441315,286.6143799,101210.8516,0.000822518,359.7850037,-6.46903e-05,65.52081299,-0.35067302,0.29069373,0.682033181,2252,500,train 1866A,109.2256,21.5958,20170601,34.31700288,5125,5724,1417376.638,-879368.5347,30,1.062204719,275.8356323,296.1120911,101067.7266,0.0028437,345.6342468,-6.97215e-05,77.09281921,-1.056705356,-0.107947953,0.47739923,5340,679,train 2389A,113.836,35.31,20170601,57.52793296,2930,6462,1563381.466,786912.6748,73,0.555281818,316.6461182,287.9078979,100077.8984,0.000832964,171.0006866,-8.73702e-06,54.34914017,-0.381230593,-0.403733969,0.79844743,3130,1038,train 1125A,125.633,43.55,20170601,26.19602273,1612,8349,2209040.299,1987533.649,221,1.301642656,41.46250534,277.507019,98710.07813,0.001216662,256.736908,-8.99204e-06,61.24198151,0.86183548,0.975455284,0.457995176,3629,107,train 1298A,115.931,28.6844,20170601,35.57244318,3991,6797,1902326.184,47392.41275,22,1.313311934,346.98172,291.1802979,101390.7734,0.002646531,236.6606598,-2.5529e-05,71.18412018,-0.29594928,-1.279532075,0.670797646,2181,250,train 2164A,112.8252,35.4813,20170601,60.03361345,2903,6300,1476699.522,791617.9062,726,0.42642048,250.3935242,284.124176,92247.38281,0.00101096,170.0814362,-6.02659e-06,59.60507202,-0.401691258,0.143103316,0.663295627,2784,831,train 1229A,120.157,30.2897,20170601,50.10972222,3734,7473,2230477.998,321552.287,14,0.795664549,301.7076721,289.5498047,101255.6875,0.002588751,238.3686981,-1.90325e-05,72.02410889,-0.676930428,-0.418147385,0.70338881,2540,196,train 2013A,119.946,30.049,20170601,31.72916667,3772,7439,2219365.401,289073.9742,14,0.626450121,309.6399536,289.4871216,100054.5703,0.002785187,210.4428864,-1.15656e-05,74.15386963,-0.482436299,-0.399618506,0.694573581,3362,811,train 1157A,118.626,32.0878,20170601,38.83383686,3446,7228,2046347.497,496252.9203,38,1.059375405,266.2998962,288.1353455,101181.7188,0.002397407,239.8341217,-1.86948e-05,68.09899139,-1.057164073,0.068412669,0.776954234,3913,138,train 1048A,114.5426,36.6164,20170601,75.5491573,2721,6575,1590031.055,953344.1355,55,0.515759468,26.72362709,287.2576294,100767.0391,0.000736678,189.2630768,-9.73578e-06,52.43909454,0.231924117,0.460672349,0.802488446,2694,36,train 2255A,130.2719,46.8025,20170601,28.64647887,1092,9091,2390031.597,2472648.711,82,1.240229607,60.56204224,274.4664917,100031.8828,0.000705877,207.1914978,-8.80682e-06,65.10733795,1.080082536,0.609582782,0.368902862,2553,916,train 1705A,116.6339,23.6714,20170601,29.08888889,4793,6909,2093378.022,-511547.168,17,0.72311306,272.6368408,294.2747498,101239.7188,0.002698529,203.0926514,-1.7308e-05,81.17048645,-0.722348988,-0.033232827,0.430449426,2247,534,train 2696A,80.2956,41.1933,20170601,69.5377095,1989,1095,-1116731.913,1435698.672,1122,0.92384398,339.5630493,285.6088562,88587.33594,0.000293061,112.823555,-1.7371e-05,45.95623779,-0.322655797,-0.86566788,0.252849162,1907,1310,train 2654A,100.4686,38.9467,20170601,19.8,2349,4323,431902.6137,1089882.506,1472,0.839065254,9.563155174,282.3387146,84065.375,0.000365978,109.1428146,-4.14774e-06,37.37229919,0.139393717,0.827405512,0.235155448,1970,1270,train 1383A,113.104,22.6069,20170601,37.28011204,4963,6345,1778601.174,-701598.0687,8,0.587068558,255.4230499,295.0271301,101057.6484,0.003360467,254.9163208,-2.3507e-05,75.69476318,-0.568165421,0.147775501,0.53491056,3303,321,train 2424A,115.0767,30.2028,20170601,54.00704225,3748,6660,1789245.231,207544.5506,78,0.897421241,250.8583374,290.3422241,101205.3047,0.002554582,190.3108521,-2.52694e-05,70.76367188,-0.847792745,0.294299781,0.750813127,4247,1063,train 2195A,107.4211,40.7608,20170601,25.21610169,2058,5435,950998.4104,1359328.547,1040,0.293677479,52.34536362,282.9934082,89954.98438,0.00024931,198.2429352,-6.39955e-06,33.65159988,0.23250179,0.179413959,0.380846113,1425,858,train 1958A,86.2381,41.7128,20170601,41.54929577,1906,2046,-661375.6868,1445002.354,979,0.706081092,350.4817505,286.9968262,89745.60156,0.000135102,193.5648041,-9.89858e-06,36.06020355,-0.116819926,-0.696350217,0.235998198,1532,761,train 1776A,126.55,43.8256,20170601,32.43871866,1568,8496,2262258.937,2040484.807,195,1.088535547,25.58363914,276.1708069,97975.71094,0.001322086,223.7497253,-1.10763e-05,66.50260925,0.470047265,0.981817245,0.46669054,1638,597,train 1165A,120.543,31.2994,20170601,40.22777778,3572,7535,2233000.766,446679.0467,7,1.694848657,268.4058838,289.5557251,101547.4375,0.001747284,339.7496948,-6.02197e-05,71.79953003,-1.694190621,0.04722571,0.718467355,2552,146,train 2479A,111.6236,26.2331,20170601,39.27011494,4383,6108,1563666.138,-311957.2524,119,0.679004788,300.6091919,292.0270691,99986.16406,0.001487941,253.2713013,-1.18733e-05,71.9759903,-0.584413886,-0.345699102,0.734659016,3515,1115,train 2920A,117.7116,24.506,20170601,32.09052925,4659,7082,2173656.156,-393756.7023,8,0.674512506,260.6334229,293.9732971,100665.5156,0.002155975,204.3484039,-1.09609e-05,77.69190979,-0.665514886,0.109804727,0.420130253,2864,1360,train 3048A,119.58,26.0931,20170601,24.6103352,4405,7381,2303040.135,-171368.0378,46,2.147257328,325.8845215,292.2287903,99451.75781,0.002383557,414.9331055,-7.29902e-05,81.43119049,-1.204450607,-1.777642488,0.43510133,3425,1398,train 1371A,113.134,23.0048,20170601,35.82152975,4899,6349,1773092.54,-655937.0211,3,0.817487895,265.354126,295.2848511,101244.7109,0.002753559,250.8326569,-2.57542e-05,72.20375824,-0.814799011,0.066249952,0.572459698,2664,309,train 2593A,107.5228,26.2403,20170601,23.11350575,4382,5452,1180261.849,-368389.7049,877,0.79744947,252.5640717,288.0232544,90582.97656,0.002956341,301.2262268,-9.07251e-06,84.0309906,-0.760799825,0.23897551,0.573387146,5582,1214,train 2639A,109.7456,38.2911,20170601,29.62570621,2454,5807,1172750.782,1086224.077,1071,0.422878504,185.6974182,283.2213135,88814.13281,0.00075286,251.7909088,-1.14078e-05,48.07284164,-0.041980024,0.420789629,0.408533186,1739,1256,train 2266A,126.9934,46.6384,20170601,29.89728097,1118,8567,2182647.764,2377406.709,179,0.880041957,60.71829224,274.9450073,99416.40625,0.000813144,190.606781,-7.22109e-06,65.49192047,0.767581582,0.430455983,0.362668186,1582,924,train 1341A,113.0014,28.1944,20170601,52.33757062,4069,6328,1649849.695,-62343.35904,48,0.786838472,348.3643494,290.9443665,100827.4063,0.002591404,236.0260315,-1.72821e-05,72.36945343,-0.158762127,-0.770655155,0.784723103,1952,287,train 2635A,107.0154,33.0706,20170601,47.69553073,3289,5370,1033811.955,430151.5471,510,0.12008667,173.3561401,287.5496521,94011.75,0.001753839,77.07151031,-2.24398e-06,75.89679718,0.013904395,-0.119278982,0.569553077,2997,1252,train 2359A,117.0281,28.2403,20170601,34.53501401,4062,6972,2012071.248,18009.31259,37,0.819194257,316.5574951,291.7428284,100789.1016,0.00241605,176.9019012,-1.45328e-05,70.7614975,-0.563341439,-0.594748437,0.593418539,2952,1009,train 2355A,114.9314,27.8036,20170601,42.52089136,4132,6637,1833711.29,-73378.90729,60,0.785281599,308.9792175,291.7711487,100887.9922,0.002918826,231.6656952,-1.55332e-05,71.69377899,-0.610490441,-0.49393183,0.658805549,2279,1005,train 2489A,112.0194,27.7314,20170601,31.31779661,4143,6171,1570188.666,-132182.1904,132,0.795218647,338.3766174,290.4475708,99497.10938,0.002292658,231.5582733,-1.25185e-05,74.19737244,-0.293101609,-0.739232183,0.774625421,3047,1124,train 2860A,117.1589,39.0845,20170601,50.49011299,2327,6993,1732426.392,1290822.258,4,1.061497211,190.7718964,285.3466492,101646.2031,0.000780756,198.9930115,-2.10249e-05,49.79409409,-0.19838728,1.042793751,0.853808522,2464,1331,train 2002A,119.818,31.354,20170601,47.49582173,3563,7419,2169365.122,436744.0927,8,1.484939218,258.0192871,289.3616028,101354.0156,0.002016003,319.4496765,-6.25229e-05,71.55879211,-1.452581286,0.308305174,0.745851994,2767,801,train 1222A,118.3214,33.9506,20170601,54.23463687,3148,7179,1967887.84,707296.6077,20,1.010190964,248.2906799,287.3928223,101477.8359,0.00178478,229.0317688,-2.27493e-05,64.30950928,-0.938527524,0.37370038,0.784743369,2690,189,train 2669A,102.905,35.0003,20170601,27.56901408,2980,4713,662441.9863,625862.2214,2907,0.848208785,282.2159119,274.5579529,69771.72656,0.001358416,141.4181213,-3.48597e-06,71.5104599,-0.829012394,-0.179434091,0.210101157,3731,1284,train 1150A,121.577,31.2071,20170601,40.78472222,3587,7700,2324167.601,460024.3326,3,1.130100608,262.7351379,289.105072,101655.9688,0.001969476,387.7877808,-4.23951e-05,75.65406036,-1.121022224,0.142955974,0.642294884,3352,131,train 2432A,112.155,32.0197,20170601,64.06741573,3457,6193,1494087.063,371650.2164,69,0.583027184,205.0807037,288.690094,100355.3984,0.001769713,229.0804749,-1.67241e-05,67.86605835,-0.247135058,0.528057694,0.838162959,2640,1070,train 1976A,120.394,37.364,20170601,30.69662921,2602,7511,2033545.987,1149639.666,75,0.826941431,210.5200043,284.61203,100253.1016,0.000805083,325.6167908,-1.87553e-05,63.81868362,-0.419942141,0.712376833,0.646867514,3377,776,train 1881A,104.7283,31.5072,20170601,50.53472222,3539,5005,856257.0921,222032.7411,468,0.575144768,339.2542725,290.3222656,95207.50781,0.000890028,139.0517731,-1.02673e-05,65.27946472,-0.203772381,-0.537836671,0.734473348,3465,689,train 1636A,117.8512,36.8041,20170601,56.51267606,2691,7104,1849471.486,1033488.843,50,1.001184344,193.5328674,285.7624207,100466.4766,0.000942024,184.0343933,-8.87756e-06,56.74019241,-0.234273672,0.97338891,0.784299135,2390,480,train 1983A,121.531,36.913,20170601,20.8988604,2674,7693,2137020.943,1120939.008,24,0.297029167,103.4968414,284.7035522,101225.7266,0.000956236,348.9638977,-3.36368e-05,68.25534058,0.288829744,-0.069308795,0.585755289,2189,783,train 1173A,119.176,34.5885,20170601,42.12256267,3046,7316,2019845.744,799261.05,5,0.808309436,243.9462128,286.9439087,101566.2344,0.001325007,254.9545135,-1.93785e-05,64.7420578,-0.726159155,0.355045199,0.711947203,2541,153,train 1317A,113.641,34.7745,20170601,63.62078652,3016,6431,1559584.469,720331.9279,103,0.665182531,210.0144043,288.1921082,100404.6094,0.001011267,214.8143311,-1.27262e-05,58.54251862,-0.332727224,0.575986445,0.839864969,1961,264,train 1672A,113.6734722,24.77908333,20170601,34.24229692,4615,6436,1786357.567,-444068.7309,109,0.293609947,292.8977661,293.0881042,99527.21875,0.002214485,172.4920959,-1.06398e-05,76.00717163,-0.270480275,-0.114224441,0.543126583,5945,508,train 1620A,118.2764,34.9817,20170601,46.4432133,2983,7172,1934992.172,827221.8775,67,0.695376277,241.1823883,286.5305481,100856.2891,0.001240561,209.2254639,-1.31028e-05,62.69041824,-0.609249353,0.335206538,0.7568174,2636,466,train 1739A,113.4922,37.8792,20170601,50.03267045,2519,6407,1476932.222,1087367.834,814,0.712742805,85.05738068,281.4868774,90467.03125,0.001168665,160.7254639,-4.35382e-06,61.85591507,0.710089743,0.061439585,0.575711429,3710,562,train 1380A,113.3881,22.5497,20170601,33.25770308,4972,6390,1807414.348,-702891.347,2,0.793949068,250.8421021,295.2735291,101052.7891,0.002968894,287.220459,-3.49542e-05,76.26359558,-0.749968886,0.260579675,0.531543255,2896,318,train 1375A,113.257,22.7629,20170601,34.17746479,4938,6369,1790137.48,-681142.5905,3,0.723628044,253.4748993,295.2415161,101252.6875,0.003101477,255.1836243,-2.73967e-05,73.64826965,-0.69373095,0.205851644,0.548339605,2149,313,train 1057A,114.8985,40.8367,20170601,26.28910615,2046,6632,1515272.393,1462367.043,920,0.938503146,343.3285522,279.1560059,90271.85156,0.000821549,209.9865265,-3.5811e-06,49.03476715,-0.269316286,-0.899031103,0.484285414,3527,45,train 1708A,116.3697,23.5353,20170601,30.43258427,4814,6867,2071619.981,-532528.3935,8,0.602673233,262.4718018,294.2104187,100526.625,0.002467811,201.5692596,-1.58238e-05,79.18592834,-0.597475111,0.078984156,0.426376343,1827,536,train 2178A,110.9678,35.0308,20170601,72.14185393,2975,6003,1333068.274,711438.7731,362,1.150477529,248.6179047,287.1377869,96518.46875,0.000945231,162.3888092,-1.19863e-05,58.51220322,-1.071275115,0.419485599,0.61713022,3126,843,train 2606A,101.538,25.0492,20170601,21.25348189,4572,4494,626668.5345,-562008.4502,1787,1.421431303,12.47855949,288.5471497,80281.83594,0.00224828,260.5528259,-6.07959e-06,66.85070801,0.307125956,1.387854695,0.256832361,4176,1227,train 1244A,120.76,27.9747,20170601,30.625,4104,7570,2353809.713,70498.58135,16,1.17950809,321.7615356,290.9420166,100536.5547,0.002538435,329.4247131,-5.69942e-05,78.96625519,-0.730107486,-0.926381409,0.518862009,3556,208,train 2517A,108.054,24.6928,20170601,30.28151261,4629,5537,1253969.228,-540945.8669,245,0.535634458,270.6789856,292.1390686,96881.55469,0.003584113,238.6083221,-1.20872e-05,79.8213501,-0.535597146,-0.006322374,0.575574994,5054,1149,train 1948A,106.3717,39.0153,20170601,49.59103641,2338,5267,895615.8444,1138099.749,1110,0.68385905,120.7404327,284.3329773,88127.45313,0.000343931,212.1736603,-6.47785e-06,38.18918228,0.587792933,-0.349517733,0.391967505,2036,751,train 2705A,81.3364,43.941,20170601,54.96022727,1550,1262,-991604.3656,1757332.027,664,0.524003804,347.693512,285.4779358,92675.10156,0.000412368,278.4420471,-1.29559e-05,46.75620651,-0.111731127,-0.511953294,0.207190394,2589,1318,train 2658A,98.509,39.746,20170601,32.68854749,2221,4009,273742.0588,1180166.037,1467,1.165856719,32.14234161,282.2484741,83745.92969,0.0002078,131.4166107,-6.93406e-06,37.21934891,0.62024796,0.987174928,0.227842391,2087,1274,train 2619A,98.8546,25.8417,20170601,15.54347826,4445,4065,366013.8104,-483171.6468,1021,0.498714298,95.24827576,287.3891907,80338.42188,0.003561329,36.45748901,-9.06615e-07,77.69726563,0.496625751,-0.045593917,0.223707095,5520,1239,train 2632A,94.3681,29.6376,20170601,9.39017341,3838,3347,-57140.49478,-42861.69842,3017,0.269031703,206.3456268,275.1026917,63637.25391,0.002380212,158.4367981,-4.02048e-06,78.79019165,-0.119388916,0.241089895,0.135992765,3030,1249,train 1851A,112.9943,29.4402,20170601,47.75,3870,6327,1622358.194,82500.33901,27,0.975420594,311.0901489,290.5697937,101300.9297,0.002306274,259.1890564,-3.23957e-05,70.60830688,-0.735194564,-0.641041577,0.811621726,4660,667,train 1463A,108.993,34.2629,20170601,62.91193182,3098,5687,1182542.844,594613.5413,425,0.540483534,203.4666443,286.5937805,94704.72656,0.001267999,89.58302307,-7.17826e-06,63.32247162,-0.215222761,0.495783836,0.61308378,2384,391,train 2220A,120.4439,41.5931,20170601,27.10888252,1925,7519,1905460.834,1648952.346,174,0.694162071,76.59540558,281.1581116,98463.25781,0.00073706,287.0365906,-4.90828e-06,48.51871872,0.675244868,0.160951361,0.544203877,2238,881,train 1836A,111.158,34.794,20170601,58.11898017,3013,6033,1353483.249,685839.5396,333,1.063268185,240.825943,286.2734375,96021.22656,0.001163409,168.209137,-1.28776e-05,63.14827728,-0.928368807,0.518334508,0.633691907,2616,653,train 2251A,131.1572,46.5888,20170601,31.57807808,1126,9233,2456745.18,2470001.516,166,1.528999805,63.39850616,274.3969421,98117.24219,0.001057673,293.0010376,-7.44515e-06,67.88625336,1.367121458,0.684703946,0.365666866,3368,912,train 1193A,120.354,31.5475,20170601,42.00139665,3532,7505,2209286.177,471051.4473,5,1.474445462,265.7662354,289.1332092,101617.7656,0.00180756,319.4313049,-4.36141e-05,70.63874054,-1.470417142,0.1089174,0.733866453,2705,167,train 1001A,116.366,39.8673,20170601,54.73389356,2201,6867,1650847.552,1370268.366,46,0.458176732,68.18715668,284.5610657,100809.2734,0.001006295,134.995636,-6.92884e-06,46.31597519,0.425366431,0.170262426,0.870966613,2401,0,train 2555A,103.0109,29.9834,20170601,42.66619318,3783,4730,720255.403,27403.97875,626,0.316516459,113.4783554,287.4503174,89747.13281,0.001829886,91.54737091,-4.13763e-06,77.02692413,0.290319622,-0.126084,0.67332238,3623,1184,train 1427A,106.562,29.6453,20170601,35.45125348,3837,5298,1042999.88,19303.69085,312,0.7348122,314.2977295,291.8200378,97822.03906,0.001464822,129.1272736,-1.05866e-05,73.43989563,-0.525955498,-0.513146877,0.944549024,3468,359,train 3020A,117.2099,39.16969,20170601,47.05177515,2313,7002,1734019.558,1301837.331,6,1.009168148,188.9460144,285.3578491,101659.0703,0.000786501,199.6832275,-1.87119e-05,49.46067047,-0.15692535,0.996892631,0.854454517,1978,1384,train 1763A,123.7308,41.3047,20170601,28.61699164,1971,8045,2155138.321,1682943.257,144,0.922013879,205.1357117,279.1554565,98943.08594,0.001129588,224.1584473,-7.41297e-06,61.90137863,-0.391627342,0.834708095,0.537741661,2687,585,train 1269A,119.879,28.4231,20170601,30.35369318,4032,7429,2261806.644,100997.9407,91,0.508110583,262.9339294,290.1945801,98859.85938,0.002466876,213.1069641,-7.91098e-06,76.61692047,-0.504248798,0.062526032,0.547872603,4250,225,train 1112A,121.6330556,38.91194444,20170601,30.51815642,2354,7709,2079987.485,1357256.377,46,0.282652378,113.857338,284.4724426,101299.0703,0.00044155,503.0411987,-9.79461e-05,61.74584961,0.258507937,-0.114306651,0.625500381,2470,95,train 2436A,114.8878,30.3944,20170601,50.14027778,3717,6630,1768059.307,226452.2841,24,0.874894619,276.6123962,290.2131958,101045.5234,0.002510336,189.8375244,-3.00083e-05,69.40388489,-0.869079709,-0.100702628,0.759871244,1658,1074,train 2196A,107.3715,40.7378,20170601,27.96590909,2062,5427,947573.7867,1356062.368,1040,0.285980821,54.19656372,282.9250183,89846.64063,0.000251976,195.9321289,-6.2974e-06,33.7673378,0.231934026,0.167307049,0.385956138,2749,859,train 1350A,113.352,22.9477,20170601,36.97331461,4908,6384,1795385.041,-658456.8606,5,0.780080557,256.8186951,295.2226563,101327.8203,0.003241642,255.1020203,-2.81505e-05,73.54603577,-0.759521067,0.177914217,0.552449226,2860,295,train 2925A,106.2739,38.4841,20170601,46.99579832,2423,5252,895351.3302,1072964.546,1110,0.473322898,120.1210175,283.5683899,88067.51563,0.000310477,140.2265015,-5.75058e-06,38.99528885,0.40942362,-0.237501323,0.382548392,2609,1365,train 1852A,113.2117,29.355,20170601,43.30473373,3883,6362,1643597.387,76179.86234,71,1.034198046,308.8942871,290.4233704,100753.5703,0.002508281,250.443222,-3.21744e-05,71.83750916,-0.804965317,-0.649304628,0.784529328,4938,668,train 1896A,105.4322,28.8833,20170601,37.04353933,3959,5117,951057.5106,-81923.14732,287,0.428428441,338.7138062,292.0162964,97810.24219,0.001259443,146.6868134,-1.27581e-05,73.43582153,-0.155563533,-0.399187833,1.069990754,2367,703,train 1382A,113.4411,22.4853,20170601,37.20505618,4982,6399,1813946.72,-709203.02,58,0.897511721,253.7532501,295.2511292,100724.7031,0.002844854,302.9868774,-4.00436e-05,76.9348526,-0.861660779,0.251133561,0.514138818,5930,320,train 1606A,121.835,41.1042,20170601,29.90948276,2003,7742,2023224.622,1619100.758,2,0.677488744,24.92010117,282.0646057,101638.8203,0.000876145,302.4534607,-1.18073e-05,51.40505981,0.28545469,0.614415646,0.594777703,4209,454,train 2660A,107.6831,35.7289,20170601,28.02793296,2863,5477,1049711.082,755084.3459,1372,0.443602949,192.6305237,283.2072449,87041.35156,0.000973954,214.7493896,-8.46936e-06,57.25603104,-0.096996769,0.43286857,0.457609594,3233,1276,train 2001A,120.302,31.92,20170601,56.37743733,3473,7496,2193513.676,512951.7971,5,1.046705961,260.4523926,288.3370056,101629.8203,0.002056117,284.5577698,-2.28534e-05,70.74123383,-1.03219986,0.173656955,0.743012309,2689,800,train 1137A,126.593,45.7478,20170601,37.80972222,1260,8503,2190785.417,2264990.9,125,1.233011007,48.54213715,275.9775391,99857.80469,0.000717233,211.4166107,-6.93665e-06,61.31793594,0.924050808,0.816361547,0.415853322,1449,118,train 1804A,115.9581,29.7048,20170601,43.60306407,3827,6801,1879154.198,166102.221,15,0.904241383,300.8624878,290.1009216,100838.0078,0.00316569,233.4998932,-3.1819e-05,74.71866608,-0.776230514,-0.463808835,0.697830498,1723,624,train 2180A,112.7356,38.4186,20170601,59.60806916,2433,6286,1405400.437,1140755.144,789,0.404523879,38.41837692,282.6290588,91183.39844,0.001036057,105.0215073,-2.69457e-06,52.31288528,0.25136447,0.316947103,0.49778372,1960,845,train 1118A,121.9769,39.0631,20170601,25.05477528,2330,7764,2101175.915,1382302.305,22,0.332625717,119.8187866,283.7857971,101264.1484,0.000470483,433.2407532,-7.18987e-05,61.11878967,0.288597077,-0.16538316,0.610258937,5345,100,train 2428A,111.0419,32.395,20170601,29.91477273,3397,6015,1390732.183,399611.1341,906,0.581072748,209.7067719,286.7265625,94688.42188,0.001876009,142.3296661,-9.13777e-06,74.19376373,-0.287949502,0.504708469,0.753336906,5870,1066,train 1192A,120.354,31.5848,20170601,47.23011364,3527,7505,2208148.792,475361.1,5,1.360104203,265.8167725,289.0026855,101634.0,0.001826354,315.2738647,-4.04245e-05,70.69758606,-1.356476307,0.099274106,0.731728971,2739,166,train 2341A,119.5392,26.6611,20170601,26.51523546,4314,7374,2282844.531,-107819.6424,27,0.323870301,312.7493896,290.3966675,97258.63281,0.003693326,199.8421326,-1.9882e-05,84.31491852,-0.237842545,-0.219824672,0.479809284,2961,991,train 1662A,122.1206,37.4294,20170601,27.61864407,2591,7787,2166234.705,1194199.033,49,0.803479731,62.70717239,285.1461182,101083.7813,0.000853198,471.1765137,-6.81902e-05,66.57131958,0.714020133,0.368449271,0.591804385,3925,501,train 2230A,125.9486,41.7381,20170601,30.97625698,1902,8400,2299752.038,1783789.329,390,0.599119246,12.36921501,276.0752563,95206.01563,0.001151769,219.2610016,-6.0522e-06,71.61951447,0.128333911,0.585213006,0.49060452,2644,891,train 2657A,106.7039,35.5294,20170601,29.01532033,2895,5321,971934.4402,721072.8172,1353,0.850659192,70.81289673,280.9185181,84059.26563,0.001216197,195.6702728,-6.19449e-06,60.79110718,0.803395152,0.279601902,0.437777847,2564,1273,train 2572A,102.2714,27.8408,20170601,20.54329609,4126,4611,672647.9158,-230713.8368,1692,0.34070766,231.2393494,289.4865723,82113.42969,0.001943677,190.5304871,-3.16795e-06,62.30973053,-0.265667349,0.213313311,0.260489076,5689,1198,train 1483A,101.524,36.6867,20170601,52.19736842,2710,4492,533365.5383,820935.9539,2424,0.454251558,194.5162811,278.0318604,73803.48438,0.001060768,185.4665527,-4.37961e-06,52.40709305,-0.11385712,0.439751089,0.199551359,3763,410,train 2275A,117.3065,32.8985,20170601,46.36619718,3316,7017,1912221.04,564196.9243,24,1.086892486,251.0886993,288.156189,101423.5391,0.002223765,227.8575592,-1.98286e-05,66.34241486,-1.02821064,0.352303892,0.797428012,2995,933,train 1167A,120.641,31.3708,20170601,39.74515235,3561,7551,2239173.479,457147.214,2,1.321242332,269.2276306,289.0168762,101649.5859,0.001808774,317.5026245,-3.80527e-05,72.2419281,-1.321121454,0.017870884,0.728561103,3169,148,train 1320A,113.727,34.7187,20170601,65.41432584,3025,6444,1567967.706,715090.1755,100,0.602924109,204.6053925,288.1590881,100277.3047,0.001053692,221.9347687,-1.23614e-05,58.79164505,-0.251030356,0.548179924,0.855601549,2533,267,train 2435A,112.2106,32.0903,20170601,71.5252809,3446,6202,1497407.433,380817.5614,68,0.691217363,219.5436859,288.7744751,100619.9531,0.001736499,235.1690521,-1.6929e-05,67.46040344,-0.440063983,0.533033907,0.838894904,2531,1073,train 1838A,111.1489,34.7997,20170601,54.08100559,3012,6032,1352615.337,686392.7039,329,1.070873141,240.855072,286.2693481,95937.51563,0.001157618,167.9270477,-1.2907e-05,63.02849579,-0.935274065,0.521566451,0.632011414,2484,654,train 2304A,116.9765,33.6481,20170601,55.37114846,3196,6964,1864434.692,645633.2906,29,1.067447782,248.0788727,287.8458862,101391.0156,0.002110152,206.2516174,-1.28069e-05,63.99135208,-0.990255952,0.398544848,0.804332256,2689,960,train 2463A,111.4733,27.2317,20170601,51.66572238,4223,6084,1530103.717,-198774.641,235,0.950242102,301.5267029,290.3252563,98676.13281,0.002182061,233.4302521,-1.12113e-05,75.72887421,-0.810014248,-0.496826828,0.741808414,2417,1099,train 2181A,112.7383,38.4519,20170601,53.09014085,2428,6286,1404884.567,1144779.75,782,0.339300066,49.06974792,282.7994385,91406.52344,0.001043609,102.8699036,-2.58138e-06,52.14321136,0.256338179,0.222295448,0.494992226,2532,846,train 1594A,109.8119,39.5989,20170601,28.25633803,2244,5818,1154064.629,1244488.435,1287,0.929235041,68.38034058,280.9314575,86874.60938,0.000770789,250.335022,-9.62404e-06,46.60416794,0.863851428,0.342401057,0.382480323,2382,443,train 1189A,120.275,31.6219,20170601,42.90625,3521,7492,2200293.156,477876.4342,3,1.295582056,265.0903015,288.9356689,101614.1641,0.001821463,316.0049133,-4.37446e-05,70.39360046,-1.29082346,0.110939883,0.741893291,2283,163,train 2324A,117.6211,26.2625,20170601,27.27222222,4378,7067,2118371.85,-196173.853,165,0.444835037,272.9368286,291.5320435,95914.74219,0.002275976,122.2554321,-8.6595e-06,74.80988312,-0.444251895,-0.022769809,0.434409648,4431,977,train 2216A,123.8139,42.3022,20170601,27.88053097,1812,8058,2125927.469,1801558.985,59,1.102552652,18.07344627,280.2128906,100743.1484,0.001080358,296.0635071,-1.05773e-05,51.80924606,0.342041641,1.048155427,0.52020967,3603,877,train 2407A,112.55,32.9683,20170601,55.1075419,3305,6256,1507927.955,489607.541,122,0.793991506,294.6564941,288.12854,100076.8281,0.001388169,209.1359406,-1.24941e-05,66.55693817,-0.72161895,-0.331192672,0.8530581,2810,1054,train 2221A,120.4486,41.5672,20170601,25.5915493,1929,7520,1906615.979,1645982.219,168,0.688925862,72.19995117,281.1743774,98395.90625,0.000729882,286.1395874,-4.93262e-06,48.52017212,0.655938566,0.210626394,0.551502764,1894,882,train 1147A,121.425,31.2261,20170601,41.84261838,3584,7676,2310595.562,458625.3112,10,1.076615334,263.7683411,288.881958,101648.6406,0.001991,345.5020142,-2.61719e-05,75.44211578,-1.070248723,0.116911449,0.653249979,2392,128,train 2485A,109.9972,27.5578,20170601,42.84463277,4171,5848,1388282.358,-182807.7052,237,0.648509562,333.420166,290.02948,96947.46875,0.002482558,192.9264832,-1.07682e-05,74.33651733,-0.290217429,-0.579946935,0.710507154,2771,1121,train 2681A,105.18,37.0172,20170601,35.66201117,2657,5077,827237.0702,886194.3756,1709,0.06970761,236.7164307,281.9941711,82823.27344,0.000755304,307.1931763,-1.00134e-05,49.86452866,-0.058271989,0.038256057,0.316709965,1231,1295,train 1633A,117.8477,36.497,20170601,53.86827195,2741,7104,1857771.496,997198.9788,210,0.918748319,191.1878204,284.4354553,97179.71094,0.001116327,205.0503235,-8.73227e-06,63.06698227,-0.178255662,0.90128988,0.753453732,3443,477,train 2015A,120.04,29.334,20170601,33.41340782,3887,7454,2248945.915,209054.9511,79,0.730431855,306.7442627,290.3661194,100147.7109,0.002084197,252.8818817,-1.13591e-05,71.08288574,-0.585333467,-0.436938643,0.627880335,2648,813,train 2643A,109.0281,32.6939,20170601,42.38169014,3349,5692,1212324.387,408348.356,265,0.646802068,297.3444824,289.2582397,96412.1875,0.001689448,146.8538208,-5.42697e-06,68.89003754,-0.574546993,-0.297066778,0.62157917,2637,1260,train 2648A,104.1731,36.5481,20170601,30.22922636,2732,4916,750968.7358,821502.6867,1723,1.357420325,304.3940735,282.8800964,81643.40625,0.000577582,368.0976563,-6.99065e-06,44.21148682,-1.120154262,-0.766710103,0.302439153,1704,1264,train 1991A,120.721,31.671,20170601,43.43968254,3513,7563,2236717.59,493618.6458,59,1.096853256,263.1172485,288.5152588,101607.6484,0.002022156,309.8349915,-2.22294e-05,72.27472687,-1.088943124,0.131491572,0.71767801,5574,790,train 2580A,104.9544,26.5506,20170601,39.40833333,4332,5041,935450.6547,-359907.517,1830,0.752775967,235.1817627,285.1922913,81656.3125,0.002556966,243.2651978,-7.01063e-06,82.90953064,-0.617992401,0.42983377,0.532309413,5145,1206,train 1091A,111.658,40.8033,20170601,36.70612813,2052,6113,1271799.182,1412395.029,1047,0.64222759,168.9503174,280.3956909,88754.35938,0.000686376,172.7218628,-4.59743e-06,43.12671661,0.123144269,-0.630310833,0.413114309,1389,76,train 2249A,131.1651,46.619,20170601,26.38235294,1121,9234,2455925.625,2473652.797,148,1.56174469,63.78240585,274.4595642,98479.13281,0.001023261,290.5139771,-7.51846e-06,67.30860901,1.401054025,0.689995646,0.37264806,2648,910,train 2620A,99.7064,27.8136,20170601,12.44481605,4130,4201,435754.6559,-248382.7472,3332,0.769264698,30.77442932,278.3132629,66492.28906,0.002137532,157.1840973,-1.82312e-06,76.16876221,0.393591106,0.660949469,0.116448417,2835,1240,train 1335A,113.0833,28.2325,20170601,45.18472222,4063,6341,1656447.976,-56542.64937,58,0.754913509,345.0029907,291.0456848,100953.9219,0.002546156,228.4793396,-1.65101e-05,72.4181366,-0.195409775,-0.729184031,0.782874703,2941,281,train 1004A,116.434,39.8745,20170601,52.26638177,2200,6877,1655828.045,1372270.098,45,0.376301795,52.71779251,284.6362,100936.8047,0.001010466,138.7939606,-7.13398e-06,45.38791275,0.299402714,0.227949664,0.869679332,2420,3,train 2464A,111.4908,27.2582,20170601,49.60393258,4219,6087,1531193.251,-195428.9153,241,0.892938852,302.8062134,290.3187561,98755.125,0.002201652,233.749115,-1.10621e-05,75.82839203,-0.750552535,-0.483746529,0.748838544,3499,1100,train 2667A,103.2139,35.6039,20170601,35.40756303,2883,4762,682179.6674,700656.2081,1894,0.572397292,24.49534416,279.8554688,78281.21875,0.001188712,151.5879822,-7.47118e-06,56.36581802,0.237320423,0.520881653,0.281044781,2991,1282,train 2636A,107.0089,33.1138,20170601,45.40730337,3282,5369,1032623.101,435231.6211,529,0.230627075,177.9336548,287.3482056,93392.75,0.001781352,73.77414703,-2.3815e-06,76.41027069,0.008336528,-0.23047635,0.575571477,3244,1253,train 2558A,106.7389,31.8711,20170601,32.18662953,3481,5326,1027269.358,284549.2122,415,0.867936313,327.6471558,289.3360291,95038.95313,0.001942131,117.5797577,-7.93222e-06,72.65765381,-0.464516103,-0.733170033,0.683009744,3659,1186,train 1772A,126.555,43.8875,20170601,31.1800554,1558,8497,2260211.196,2047796.098,189,1.079998493,26.33688354,276.2576599,98285.03906,0.001296815,223.7047119,-1.02139e-05,65.95077515,0.479126126,0.967902243,0.469642848,1610,593,train 1388A,113.7461111,23.02777778,20170601,36.35734463,4896,6447,1831724.143,-642102.2446,12,0.806755424,254.6917572,295.0757446,100951.2109,0.003132683,247.7622833,-2.85361e-05,73.53556824,-0.778123081,0.213022873,0.543141365,2290,326,train 2668A,103.2064,35.5997,20170601,30.64345404,2884,4761,681600.5913,700098.1078,1900,0.600163102,26.28383255,279.7972107,78284.0,0.001211459,148.6433105,-7.22589e-06,56.6895752,0.265755832,0.538116693,0.282856673,2807,1283,train 1882A,104.5969,28.8194,20170601,49.5720339,3969,4983,875897.2962,-97212.4742,343,0.574995518,129.6760712,291.7008362,96878.45313,0.001207849,148.7240143,-1.31978e-05,71.91112518,0.44257912,-0.367074281,0.989683867,3609,690,train 2270A,117.3961,32.939,20170601,64.66016713,3310,7031,1918670.525,570678.7543,22,1.080824018,249.8131409,288.1527405,101435.6563,0.002250776,229.1140442,-1.81879e-05,66.38648224,-1.014417887,0.373010516,0.791068852,2402,928,train 1177A,117.167,34.2761,20170601,66.15223464,3096,6995,1863411.971,722945.5328,39,1.082059622,239.4601135,287.5498657,101259.1094,0.001606595,208.2361145,-1.35953e-05,62.66415024,-0.931934714,0.549864292,0.819704533,2431,154,train 1480A,101.748,36.6428,20170601,57.3005618,2717,4528,552015.3765,816863.6317,2264,0.710649133,226.2095337,279.507843,75252.89844,0.000825722,215.906662,-4.84229e-06,47.60145187,-0.512988389,0.491797805,0.206411824,2217,408,train 1513A,112.9227,27.8159,20170601,45.07222222,4130,6316,1650816.787,-107573.9053,48,0.919741392,355.3554382,291.0926514,100734.8203,0.002681269,239.6596375,-1.76111e-05,72.49411774,-0.074557491,-0.91671443,0.779583097,2675,423,train 1230A,120.12,30.3119,20170601,42.92936288,3730,7467,2226601.38,323268.5589,9,0.736901581,303.046875,289.4729614,101210.2656,0.002662131,233.4883118,-1.70592e-05,72.43157959,-0.617714643,-0.40181163,0.718350887,2814,197,train 1239A,121.633,29.7736,20170601,33.41340782,3816,7709,2374640.706,296908.9195,14,0.409499168,261.2898865,289.8026733,100623.3828,0.003139502,389.9339905,-3.83418e-05,78.82299042,-0.404773891,0.062029589,0.563440442,3775,203,train 3009A,119.1478,34.5911,20170601,43.48860399,3046,7312,2017461.076,798985.8046,4,0.797383904,243.5589905,286.9277954,101606.3047,0.001318736,251.5277557,-1.82581e-05,64.62281799,-0.713960588,0.355079383,0.717554271,2879,1377,train 1985A,120.636,31.155,20170601,39.32271468,3595,7550,2245392.004,432143.7455,4,1.490454435,270.9126587,289.3637085,101641.1797,0.001800512,329.4098206,-5.48224e-05,72.49164581,-1.490266442,-0.023670746,0.704465568,3136,785,train 1719A,115.474722,35.2375,20170601,57.86516854,2942,6724,1699312.921,805535.9362,54,0.831949711,222.1751099,287.7970276,101062.6094,0.000913777,198.8802338,-1.04138e-05,56.93972778,-0.558556497,0.616567075,0.870670557,2481,545,train 2543A,106.631,30.518,20170601,32.56446991,3697,5309,1036942.361,123067.5478,352,0.983241498,316.0308228,291.1222229,97546.29688,0.001620776,117.719162,-8.80367e-06,75.80275726,-0.68268609,-0.707604051,0.872786343,4780,1173,train 1902A,104.3883,31.1333,20170601,44.57222222,3599,4950,830683.0648,174681.8665,496,0.548659325,172.5022278,290.3959961,95078.42969,0.001041836,145.555542,-1.02715e-05,66.26266479,0.071641371,-0.543961883,0.768450141,3244,707,train 1172A,120.81,32.0417,20170601,36.4957265,3453,7578,2232765.324,538466.3995,5,1.08083725,262.1073914,288.2396545,101693.6094,0.002118569,307.8841553,-2.43203e-05,72.72140503,-1.070592403,0.148462251,0.703569531,2223,152,train 1049A,114.5035,36.5776,20170601,73.41736695,2728,6569,1587819.037,948101.7257,58,0.495076835,30.87116623,287.236084,100660.5781,0.000731497,188.6877289,-1.00877e-05,52.66633606,0.254021794,0.42493999,0.79543376,2499,37,train 2260A,131.0032,45.7677,20170601,36.55084746,1257,9208,2482815.008,2372189.291,216,1.180631995,79.34379578,274.5822144,98588.08594,0.000993838,285.6298218,-6.26285e-06,70.49327087,1.160262346,0.218364567,0.386563987,2153,921,train 1228A,120.19,30.2692,20170601,42.02361111,3737,7478,2233957.952,319942.6136,16,0.83724153,300.4840088,289.625946,101326.7969,0.002536721,242.3191986,-2.08055e-05,71.68570709,-0.721536756,-0.424685866,0.689756215,2102,195,train 1086A,112.5369,37.8692,20170601,65.43201133,2521,6254,1401684.55,1072179.323,788,0.334386617,151.2243347,282.959198,91149.10156,0.001070591,142.3695221,-5.67258e-06,52.47053146,0.160990313,-0.293081105,0.50754863,1947,71,train 1795A,118.37,31.4189,20170601,49.21848739,3553,7187,2043439.952,413221.435,11,1.186893106,274.5854492,288.9786377,101514.2734,0.002047622,231.4064636,-2.42413e-05,68.49343872,-1.183098793,-0.094829425,0.756279826,1929,615,train 2309A,116.5068,31.7797,20170601,41.27668539,3495,6889,1873887.536,418081.2793,42,0.943426192,249.2676849,288.4832153,101150.4375,0.001974092,179.9130554,-1.27093e-05,68.33091736,-0.882322252,0.334006667,0.781720579,2305,965,train 2507A,109.6014,23.0944,20170601,37.92877095,4885,5784,1429010.944,-703298.6348,48,0.477540076,292.1697998,294.3154602,100070.1484,0.003168068,230.6963196,-1.64854e-05,77.30142212,-0.442245722,-0.180175558,0.546257377,2752,1139,train 2247A,130.1097,47.3382,20170601,17.86571429,1006,9066,2356551.752,2530215.852,165,1.211852551,106.1408234,273.8323059,98534.24219,0.00099897,220.8084564,-5.24671e-06,69.71770477,1.164101243,-0.336830497,0.333137006,3711,908,train 2526A,105.8624,32.4285,20170601,25.26044568,3392,5186,943530.1399,342052.0258,536,0.323060572,305.9998169,288.0357056,93082.72656,0.001399379,130.115387,-7.5737e-06,72.10784912,-0.261374444,-0.189872399,0.642406404,4924,1158,train 2567A,102.2218,31.9025,20170601,10.50840336,3476,4603,632638.4853,250127.9872,2851,0.394913703,266.465332,275.1412964,66085.33594,0.001603235,82.3562088,-1.26611e-06,72.91881561,-0.394161373,0.02436492,0.144236654,6541,1194,train 1912A,106.9242,27.7019,20170601,27.95238095,4148,5356,1103341.07,-204955.212,887,1.202354431,270.5683289,288.2044373,90727.65625,0.00191777,244.1181641,-1.07353e-05,77.9752655,-1.202295899,-0.011870167,0.716519594,2940,717,train 1396A,114.5317,22.7422,20170601,29.73285714,4941,6573,1914000.146,-659458.769,13,1.373717189,267.5316772,294.897522,100286.1016,0.00255526,293.9423828,-5.59032e-05,79.67350006,-1.372439981,0.059223849,0.465269625,4569,334,train 2535A,103.7705,29.5467,20170601,48.10252809,3853,4851,792999.9033,-18418.85541,372,0.866698503,115.4364853,291.201416,96486.92188,0.001041266,134.0043945,-1.21778e-05,70.67670441,0.782704651,-0.37220937,0.895491362,4874,1167,train 2506A,109.6042,23.0672,20170601,37.3603352,4889,5785,1429748.163,-706364.8142,46,0.49199909,290.9143677,294.3914185,100189.6094,0.00313246,231.2391968,-1.64774e-05,77.10945892,-0.459593683,-0.175603926,0.542579949,3549,1138,train 2068A,114.6758,33.6347,20170601,49.04929577,3199,6596,1672341.262,602649.555,49,0.748358071,236.5259247,288.1223145,101065.2266,0.001586124,198.0141907,-1.23871e-05,62.57056808,-0.624219954,0.412782282,0.87323755,3095,822,train 1753A,123.0156,41.0831,20170601,32.32402235,2007,7930,2110588.975,1641456.644,89,1.017026067,196.005249,281.0834045,100501.4375,0.001024689,271.6261292,-8.07623e-06,52.90532303,-0.280411899,0.977604866,0.574787974,2426,575,train 2219A,123.7153,42.2217,20170601,31.41666667,1825,8042,2121699.179,1789996.492,58,1.052132249,17.39409447,280.3673096,100879.0859,0.001087904,297.6304932,-1.01178e-05,51.33463287,0.314517856,1.004022241,0.537185192,3710,880,train 2633A,94.3616,29.6632,20170601,7.451977401,3834,3346,-57708.5148,-39819.07344,3041,0.247635141,206.5253448,275.0056763,63619.57813,0.002420449,157.0464325,-3.84113e-06,78.7743454,-0.110589229,0.221569821,0.134660676,2168,1250,train 2287A,117.7806,30.9414,20170601,50.90972222,3629,7093,2005936.429,345654.1852,14,0.928480089,286.5053101,289.1838379,101158.7266,0.002049056,218.535141,-2.3928e-05,70.53025055,-0.890235186,-0.26373601,0.735882163,3095,944,train 2361A,116.9983,28.2169,20170601,34.9039548,4065,6968,2010008.366,14705.48526,40,0.821457267,317.1242981,291.7567444,100819.7031,0.002406403,178.7319183,-1.45717e-05,70.97229767,-0.558970392,-0.601950288,0.601747572,3139,1011,train 1221A,118.2442,33.9592,20170601,56.46619217,3147,7167,1961253.169,706759.3965,23,1.014962435,248.1983948,287.376709,101462.875,0.001779311,229.9592285,-2.6262e-05,64.2469635,-0.9423545,0.376983732,0.787112713,3330,188,train 2842A,118.0936,24.5058,20170601,25.02367688,4659,7143,2209551.664,-385259.0438,39,1.746042371,310.777832,293.9453125,101004.3281,0.002070068,353.769043,-6.05164e-05,78.85771942,-1.322263598,-1.140299439,0.407048494,2237,1326,train 1204A,119.491,32.215,20170601,46.08888889,3426,7367,2115982.529,529348.7991,14,1.037587166,260.7250061,288.1010437,101552.3203,0.002504705,259.5843506,-2.32828e-05,69.39672089,-1.02401495,0.167273566,0.778085232,3445,174,train 2233A,124.8292,45.0878,20170601,27.28830084,1366,8221,2096559.17,2149522.049,134,1.231211782,38.10520172,277.7322388,99947.17969,0.00073872,254.6051636,-9.78751e-06,55.52175903,0.759770751,0.968829632,0.394981861,2514,894,train 1697A,114.6944,23.7586,20170601,29.19382022,4779,6599,1906340.171,-541143.9331,44,0.585864961,327.2789001,293.8950195,99774.74219,0.002589757,229.3222809,-3.0059e-05,76.90437317,-0.316726774,-0.492871106,0.48905459,2415,527,train 2031A,113.1817,27.9958,20170601,39.6686747,4101,6357,1670498.489,-82338.52277,64,0.755009055,343.4105225,291.2310181,100615.6719,0.002723373,223.0370941,-1.61304e-05,72.54686737,-0.21562539,-0.723563671,0.762653053,4528,816,train 2218A,123.8489,42.2864,20170601,32.58333333,1814,8064,2128994.767,1800465.997,86,1.084157944,16.26812744,280.1493225,100595.5156,0.001091814,295.0588379,-1.08059e-05,52.2274971,0.303699523,1.040752172,0.528179288,2893,879,train 1476A,103.631,36.1031,20170601,61.04073034,2804,4829,711435.2631,763788.8499,1562,0.928310513,268.746582,282.6821289,81375.45313,0.000688222,241.6933136,-7.33991e-06,47.07268906,-0.928087473,0.020348558,0.305758923,2044,404,train 2285A,117.8178,30.9414,20170601,52.25837989,3629,7099,2009153.015,346414.2246,29,0.941267431,285.0881042,289.1896973,101191.9453,0.002054569,216.7509918,-2.27234e-05,70.55384064,-0.908832014,-0.244966686,0.756169438,3334,942,train 1490A,87.5801,43.8303,20170601,54.90373563,1567,2261,-540731.4845,1695138.952,816,0.606189966,7.47672987,282.2767029,90909.625,0.000442726,153.6481018,-1.03638e-05,48.61283875,0.078877479,0.60103631,0.261584401,2179,414,train 2921A,120.7789,30.0033,20170601,43.33379888,3780,7573,2293195.188,302947.3186,12,0.853857815,271.0571594,289.8463135,100897.4766,0.002572465,272.3495178,-1.54364e-05,72.69501495,-0.853713214,-0.015713606,0.661064863,4267,1361,train 1079A,114.5331,37.0964,20170601,77.58595989,2645,6573,1577772.38,1010255.645,63,0.722749174,46.28990555,286.741272,100519.875,0.000811932,167.5183258,-8.96764e-06,51.57893372,0.522424042,0.49943918,0.792474091,3384,65,train 1093A,111.608,40.8144,20170601,45.11331445,2050,6105,1267790.187,1413085.414,1053,0.743772686,164.3409271,280.040802,88076.39063,0.00070384,174.5379944,-4.60524e-06,43.45690536,0.200814128,-0.716150463,0.396783859,1946,78,train 1111A,121.5638889,38.885,20170601,28.35180055,2358,7698,2075594.463,1352631.914,38,0.244522199,111.6177979,284.4536133,101045.5469,0.000425188,513.6858521,-0.000101538,61.83102036,0.227328181,-0.0900722,0.650078833,2716,94,train 1860A,110.5594,29.3547,20170601,28.22005571,3883,5937,1406411.417,34977.92136,437,0.77869916,282.1037598,288.2032776,94872.96094,0.002578454,185.8214417,-7.34357e-06,77.76854706,-0.761396885,-0.163239747,0.729782701,5864,673,train 1764A,123.7669,41.2864,20170601,26.47777778,1974,8051,2158414.03,1681593.864,191,0.869398117,206.2238617,278.9196472,98686.57031,0.001140165,221.9816895,-6.95975e-06,63.02005005,-0.38415876,0.779919982,0.541263163,1919,586,train 2579A,104.8475,26.5894,20170601,30.62569832,4326,5024,924983.3819,-356391.6387,1823,0.792980731,236.6195068,284.7252197,80464.52344,0.002601658,233.8719177,-6.59327e-06,83.28025055,-0.662154078,0.436314583,0.538946688,3374,1205,train 2411A,115.6578,34.402,20170601,56.04761905,3076,6753,1735323.42,710121.1449,49,0.887030482,233.7945862,287.9189148,101102.0078,0.001319994,200.3342285,-1.10397e-05,60.72004318,-0.715734303,0.52397275,0.845039904,2358,1058,train 1166A,120.669,31.3097,20170601,39.40363128,3571,7555,2243447.141,450737.4049,5,1.345791817,270.2224426,289.0808411,101616.1172,0.001774447,319.516571,-4.18109e-05,72.46854401,-1.345781922,-0.005162416,0.711461306,2826,147,train 1800A,118.5106,31.7506,20170601,49.01256983,3500,7210,2046104.694,454664.0869,10,1.156383038,268.999176,288.5747375,101481.2656,0.002197216,238.6899872,-2.39665e-05,68.50488281,-1.156205773,0.020251423,0.761320829,2924,620,train 1283A,119.299,26.1092,20170601,26.66615854,4403,7336,2276792.412,-176089.9945,15,0.672390699,312.1690674,291.5812378,99842.45313,0.002802417,267.8289185,-2.19215e-05,84.69174957,-0.498384506,-0.451355845,0.465857327,3229,238,train 1462A,108.882,34.2749,20170601,66.98873239,3096,5669,1173021.442,594714.3148,399,0.271153122,193.2610321,286.6852722,94717.76563,0.001240007,89.31004333,-7.10064e-06,63.45855713,-0.062197357,0.263923287,0.610731244,2303,390,train 1098A,123.6836,41.9339,20170601,26.52638889,1871,8037,2129556.98,1755592.0,125,0.876135111,0.49298948,280.3681641,100458.2188,0.001152093,283.7866211,-9.02257e-06,52.2916832,0.007538188,0.876102686,0.544104815,2857,83,train 1845A,112.2068,30.3515,20170601,51.6056338,3724,6201,1533238.088,176396.0278,35,0.719484329,306.0953979,289.8277893,101111.4531,0.002264848,239.3492889,-2.78325e-05,68.91123962,-0.581397712,-0.423832983,0.823110342,2803,661,train 2209A,121.6972,42.0503,20170601,24.87606838,1852,7720,1982046.965,1727708.862,156,0.807763219,59.86421204,280.2131042,99053.88281,0.000847968,318.7912903,-5.55576e-06,51.36547089,0.698571801,0.405559868,0.515846491,2882,870,train 1180A,117.256,34.2153,20170601,58.55555556,3106,7009,1872410.371,717498.8861,37,1.067156792,241.0869598,287.526001,101319.5625,0.00166982,209.2604218,-1.35686e-05,62.99317169,-0.934124291,0.515980005,0.793101192,3533,156,train 1775A,126.5786,43.8947,20170601,28.36768802,1557,8501,2261564.378,2049176.139,190,1.054775834,24.77671051,276.2477112,98243.07813,0.001298738,222.9978027,-1.03935e-05,66.21914673,0.442026615,0.95768714,0.46543923,1182,596,train 1273A,117.16,31.9051,20170601,47.26264045,3475,6994,1926493.323,445343.0046,29,1.003379941,255.8636169,288.5348511,101172.875,0.002217068,232.9623871,-1.60269e-05,67.75965881,-0.972985148,0.245094314,0.778822541,4122,229,train 1029A,114.4548,38.0513,20170601,68.18472222,2492,6561,1548715.837,1122720.941,80,0.714270592,46.39890671,285.8171692,100146.5078,0.001021511,123.3626328,-8.71733e-06,52.38289642,0.517233551,0.492597163,0.809952021,2249,19,train 2677A,106.1532,37.9648,20170601,36.54507042,2506,5232,892960.8555,1009116.469,1130,0.269492298,17.94690323,285.1565552,88356.99219,0.000373558,276.1674194,-9.36624e-06,37.92724991,0.083037809,0.25638023,0.388421357,3058,1291,train 2243A,130.9298,45.2978,20170601,22.03703704,1332,9197,2498577.961,2316542.537,244,1.252220869,79.46941376,274.7644043,97731.46875,0.000964059,296.017395,-5.7702e-06,69.06118011,1.231120944,0.228906736,0.383184552,2506,904,train 1149A,121.533,31.2284,20170601,39.66384181,3584,7693,2319735.652,461434.619,8,1.100723267,262.7807617,288.9947205,101648.5391,0.001971258,370.8068542,-3.59229e-05,75.64474487,-1.091991425,0.138370633,0.645522475,2402,130,train 1038A,118.1853,39.6407,20170601,50.95949721,2238,7158,1795363.493,1375242.712,35,0.666424394,193.2201538,284.0407715,101410.5703,0.000737926,183.8976593,-8.82957e-06,51.91472244,-0.152402371,0.648764193,0.797506988,2512,28,train 1846A,112.2887,30.3055,20170601,55.24782609,3731,6214,1541418.772,172287.7827,31,0.721692085,304.7090149,289.8115845,101230.0234,0.002298012,237.248764,-2.62185e-05,69.13858032,-0.593296587,-0.410899788,0.828235984,2674,662,train 2394A,115.0628,35.7672,20170601,57.94301994,2857,6658,1652623.424,861182.6019,51,0.79353267,211.0608826,287.787384,101060.7109,0.000789008,205.6059265,-1.08852e-05,54.86082077,-0.409411103,0.679762185,0.861858964,2218,1042,train 2286A,117.8078,30.9222,20170601,57.00139276,3633,7097,2008815.039,343981.7322,58,0.928633273,284.4909058,289.1851196,101075.5625,0.002065281,215.480423,-2.24227e-05,70.80625916,-0.899103463,-0.232320115,0.748245478,3299,943,train 1880A,104.6717,31.4656,20170601,48.23743017,3546,4995,851779.8545,216595.2575,478,0.545692921,340.8397217,290.2144165,94994.57813,0.000933485,134.899231,-9.93651e-06,65.13310242,-0.1791455,-0.515448987,0.740613937,3164,688,train 2246A,130.3172,47.3489,20170601,18.87857143,1004,9099,2369414.807,2536433.755,167,1.22297585,104.84832,273.719696,99182.07031,0.000909141,222.5641327,-6.03087e-06,66.99106598,1.182154655,-0.313337326,0.34131664,2190,907,train 2298A,118.3094,32.3153,20170601,50.79166667,3410,7177,2013043.51,516181.1301,22,0.964519441,263.3778992,287.9793091,101177.4844,0.002480015,241.1250458,-1.46289e-05,69.19974518,-0.958079696,0.111270048,0.777175069,3064,955,train 1809A,116.0726,29.7534,20170601,44.47493036,3820,6820,1888034.969,173936.4542,27,1.077277899,305.2729797,290.1976624,101153.9297,0.003084939,247.3973999,-4.068e-05,73.95304108,-0.879540682,-0.622041643,0.698738039,1968,629,train 2176A,111.0233,35.0611,20170601,63.99438202,2970,6012,1337066.675,715802.8353,367,1.192007899,244.7565613,287.2636719,97178.64063,0.000975219,161.3008423,-1.13962e-05,59.02674866,-1.078158855,0.508385897,0.619306922,2364,842,train 1330A,114.1525,30.4753,20170601,47.02089136,3704,6512,1701670.835,222910.6105,29,1.077702165,302.203949,290.0886536,101220.2578,0.002574136,214.2940826,-3.42269e-05,68.67253876,-0.911940634,-0.574287534,0.812991083,2110,277,train 2014A,120.091,29.305,20170601,32.27683616,3891,7463,2254295.032,206896.5633,75,0.737074077,299.9815674,290.2668152,99862.5625,0.002012749,257.0974121,-1.11376e-05,71.07883453,-0.63846606,-0.368292391,0.624889493,2909,812,train 2536A,103.7627,29.5844,20170601,48.26880223,3847,4850,791898.0755,-14025.6964,373,0.887860894,115.5301208,291.2165222,96529.96875,0.000989047,135.7652283,-1.24637e-05,70.75178528,0.801191866,-0.382607639,0.894410133,3758,1168,train 1065A,117.8184,40.9733,20170601,26.00983146,2024,7099,1730033.055,1526887.49,447,0.533103108,79.24391174,280.9381714,95493.07813,0.001018807,217.4887848,-3.99259e-06,50.00828552,0.523732722,0.099513598,0.620603979,3845,52,train 1794A,118.3528,31.3508,20170601,46.87988827,3564,7184,2043879.192,404959.6551,8,1.18000567,275.0214233,289.0262146,101545.1563,0.002046067,228.2472839,-2.3132e-05,68.5449295,-1.175481796,-0.103226781,0.757713377,2066,614,train 2314A,117.4697,30.6617,20170601,48.46561605,3674,7043,1986599.79,306880.2837,19,0.974260688,295.7675171,289.4548645,101027.0859,0.002293654,224.8204651,-2.3483e-05,72.18147278,-0.87741065,-0.423478991,0.741527617,3598,969,train 2656A,106.6692,35.5461,20170601,25.28169014,2893,5315,968827.2082,722734.7438,1386,0.829016864,70.96283722,280.7131042,83806.30469,0.001241517,195.05159,-6.02548e-06,61.51247406,0.783665717,0.270438462,0.430801153,3054,1272,train 2369A,114.99,27.1311,20170601,51.25626741,4239,6646,1855023.345,-149819.2074,58,0.846888781,323.8673706,292.3458557,100613.7188,0.002039758,256.2553406,-1.71119e-05,70.82741547,-0.4994241,-0.683956265,0.629048526,3658,1019,train 2069A,114.6546,33.5979,20170601,50.46760563,3204,6593,1671442.824,597951.633,49,0.742731571,236.9082794,288.1467896,101082.1563,0.001565866,198.5998993,-1.23796e-05,62.65990829,-0.622246921,0.40553543,0.873512506,2865,823,train 2487A,111.9975,27.725,20170601,26.00668896,4144,6168,1568318.224,-133274.8811,132,0.782859921,337.2138977,290.4688721,99571.64063,0.002302269,229.7408752,-1.21832e-05,74.29649353,-0.30325368,-0.721738756,0.781769812,2920,1123,train 1512A,112.8937,27.8728,20170601,45.97638889,4120,6311,1646960.369,-101463.2338,50,0.949528694,355.7221985,291.0793152,100752.4297,0.002659036,241.0134583,-1.72202e-05,72.54418182,-0.070912927,-0.946877003,0.786983848,2914,422,train 2553A,103.009,30.0125,20170601,50.64428571,3778,4729,719803.3513,30837.25579,632,0.281379521,113.6614151,287.6148071,89989.96094,0.001795279,90.75141144,-3.90038e-06,76.64189148,0.257731408,-0.112911284,0.660827518,4990,1182,train 2356A,114.9119,27.8042,20170601,46.45056497,4131,6634,1831927.671,-73673.36069,71,0.773409784,307.6126099,291.7469788,100876.375,0.00296806,229.0547791,-1.53179e-05,71.8875885,-0.612691522,-0.471987039,0.659641027,2518,1006,train 1601A,124.4256,40.1503,20170601,21.48735955,2156,8156,2247304.215,1563639.559,6,0.410326779,337.5914917,280.6713562,100941.0625,0.001084722,234.662262,-1.28932e-05,63.44303894,-0.156450614,-0.379330009,0.57869184,2537,449,train 2902A,106.6351,30.4865,20170601,37.19359331,3702,5310,1037749.261,119386.489,280,0.966715097,315.5208435,291.2397156,97742.94531,0.001614881,116.2177811,-8.66092e-06,75.77349091,-0.677376926,-0.689709067,0.870176435,3875,1354,train 1840A,111.2992,30.698,20170601,59.28888889,3668,6056,1446316.288,203297.0848,99,0.295909792,346.3167725,289.5414734,98532.79688,0.002170318,121.173378,-8.1363e-06,73.27246857,-0.070023194,-0.287505388,0.776303887,2664,656,train 2165A,112.8453,35.546,20170601,54.41501416,2893,6303,1476933.691,799612.6792,848,0.510300338,242.1949158,283.9302368,92026.82031,0.000999556,173.6820679,-5.97518e-06,59.94342804,-0.451373279,0.238051742,0.642809808,3510,832,train 1466A,108.954,34.2713,20170601,69.81284916,3097,5681,1179125.945,595146.6918,409,0.433108836,202.772583,286.6636353,94733.16406,0.001253752,89.80882263,-7.16216e-06,63.31423187,-0.167640671,0.399349302,0.609525681,1858,394,train 1039A,118.2185,39.6679,20170601,49.28212291,2233,7163,1797109.869,1379074.404,31,0.631409109,194.1865387,283.9333801,101356.7422,0.000743904,181.6531982,-8.92103e-06,52.270298,-0.154741004,0.612154126,0.787240982,2393,29,train 2054A,114.1044,32.1078,20170601,50.29519774,3443,6505,1659795.998,413303.0189,84,0.342128307,245.9837952,288.0976257,100634.9063,0.001848727,215.9733887,-1.50819e-05,71.77636719,-0.312505662,0.139255166,0.838692904,3092,817,train 1133A,126.689,45.7733,20170601,34.81805556,1256,8518,2196219.656,2270099.222,127,1.234857917,46.91785049,275.8401794,99835.10938,0.000724032,211.1270752,-7.18747e-06,61.61277008,0.901889026,0.843486905,0.407940894,1376,114,train 1392A,114.4183,23.0528,20170601,27.9902507,4892,6555,1895995.701,-626516.3776,21,0.647749364,271.894989,294.495575,100649.5625,0.002983528,211.5156708,-1.51594e-05,77.96212769,-0.647396147,-0.021388927,0.489900202,4704,330,train 1974A,120.773,37.809,20170601,28.17908309,2531,7572,2049186.289,1209745.122,19,0.8466748,0.03956585,285.5157471,101169.8203,0.000693343,468.5272217,-7.63137e-05,61.16248322,0.000536061,0.846674621,0.637932777,2151,774,train 2067A,114.6613,33.6128,20170601,51.95903955,3202,6594,1671648.828,599821.676,49,0.744743466,236.741806,288.1369019,101074.7188,0.001573164,198.3740997,-1.23834e-05,62.62329865,-0.622748315,0.408445001,0.877117038,2463,821,train 1066A,117.9384,41.0112,20170601,27.04519774,2018,7118,1737894.456,1533510.946,384,0.231628314,84.36236572,280.8522034,94833.22656,0.000936639,221.4330139,-4.24276e-06,49.28611755,0.230506957,0.022764392,0.589861631,4430,53,train 1092A,111.659,40.8452,20170601,36.20612813,2045,6113,1271011.17,1417452.957,1065,0.759677112,164.9285889,279.759613,87643.83594,0.000700155,180.3152008,-4.55001e-06,43.81771469,0.197595403,-0.733529389,0.405095398,1987,77,train 1464A,109.06,34.2572,20170601,67.61647727,3099,5698,1188264.314,594742.0833,451,0.710011542,204.9296875,286.343689,94362.47656,0.001287108,88.92196655,-7.11889e-06,63.5719223,-0.299265772,0.643860579,0.616715193,2745,392,train 2862A,114.5480556,38.03777778,20170601,68.15266106,2494,6576,1556366.493,1122582.628,74,0.648570836,28.2766037,286.0995483,100571.7422,0.000978954,133.3346863,-9.0693e-06,50.93685532,0.307238311,0.571181893,0.826391816,2519,1332,train 2477A,111.6217,26.2081,20170601,37.14595376,4387,6107,1563982.085,-314873.7567,117,0.674932241,299.8596497,292.01651,100026.3359,0.00150971,252.7855377,-1.1972e-05,72.28494263,-0.58535409,-0.335997254,0.726286948,4815,1113,train 2602A,100.9817,22.8322,20170601,19.05694444,4927,4405,589056.1552,-822002.1298,1363,0.919576406,204.0083618,291.2594299,85982.71094,0.003569263,123.6655426,-6.45679e-06,76.68824768,-0.374137729,0.840024829,0.284693629,5233,1223,train 2462A,111.5239,27.3033,20170601,42.53539823,4212,6092,1533349.656,-189682.1249,245,0.803620279,304.7120667,290.281311,98828.25,0.002232966,230.6237335,-1.08742e-05,75.85951996,-0.660624623,-0.457581401,0.743639529,5292,1098,train 1331A,114.3008,30.5947,20170601,45.17222222,3685,6536,1711902.909,239433.4756,26,1.108243346,301.6933899,290.0739746,101310.75,0.00254495,211.1082764,-3.32292e-05,68.74343109,-0.943009436,-0.582182646,0.803780437,1620,278,train 1334A,113.8531,30.2997,20170601,43.25073314,3732,6464,1679384.985,197249.3631,21,0.932408869,305.3052673,289.9713745,101366.4609,0.002586212,204.6863098,-2.28903e-05,69.29116058,-0.760959208,-0.538820326,0.807403505,2382,280,train 2585A,109.1916,27.7297,20170601,23.85416667,4143,5719,1311327.91,-173846.5597,308,0.939418554,306.1422729,289.3128052,96037.00781,0.002274304,232.4941559,-1.02374e-05,77.46893311,-0.758668184,-0.554012418,0.731624246,3832,1207,train 2010A,119.7183,30.2366,20170601,32.08100559,3742,7403,2193985.805,305560.443,44,0.67244333,320.7337952,289.1682434,99763.38281,0.002783078,206.3201447,-1.01556e-05,75.56233978,-0.425643414,-0.520583987,0.699158251,2634,809,train 1616A,117.6789,36.2289,20170601,49.29411765,2783,7077,1851721.157,962403.7776,214,0.689459801,227.0018158,285.3067017,99096.44531,0.001008372,196.602356,-8.30647e-06,63.03105927,-0.50424248,0.470206648,0.764710188,2505,463,train 1115A,121.2588889,38.80805556,20170601,26.59773371,2371,7649,2054810.717,1337188.296,16,0.055798065,60.41362381,284.6854553,101431.5781,0.000366197,498.5209656,-8.64496e-05,61.68934631,0.048521832,0.027550969,0.638872385,3905,98,train 1018A,117.202,39.0927,20170601,50.48033708,2325,7000,1735514.748,1292556.453,7,1.049154043,190.5059357,285.3424377,101628.2266,0.000783038,200.5014801,-2.15297e-05,49.92195129,-0.191293985,1.031567097,0.86217165,2368,14,train 1223A,120.211,30.21,20170601,38.86072423,3746,7482,2237566.416,313608.5252,10,0.879980564,300.7580566,289.8270569,101484.2578,0.002470908,243.5818634,-2.14523e-05,71.52324677,-0.756225705,-0.449987262,0.688420773,2181,190,train 1215A,120.118,33.4022,20170601,41.83611111,3236,7467,2132971.177,680817.9139,2,0.971559227,254.0597534,287.111084,101749.8984,0.001975715,250.6370239,-1.09549e-05,69.5666275,-0.934191287,0.266859472,0.69275707,3148,184,train 2005A,119.579,31.737,20170601,43.87361111,3502,7381,2137585.045,475831.9158,7,1.140962839,262.5109863,288.556366,101615.8828,0.001997268,262.714447,-3.03991e-05,69.50246429,-1.131224036,0.148756579,0.757739007,2625,804,train 1034A,114.5214,38.0524,20170601,75.23955432,2492,6571,1553921.372,1123903.548,78,0.650838554,34.59516525,286.027832,100525.2734,0.000993834,128.5818024,-8.92902e-06,51.25087738,0.36951983,0.535766661,0.82115227,2190,24,train 2187A,106.8089,39.6969,20170601,36.94972067,2229,5337,919926.2561,1224635.274,1089,0.572850943,181.8816528,284.4541931,88340.05469,0.000255678,352.4972534,-5.91208e-06,33.28762817,-0.018809484,0.572542071,0.378238142,2341,851,train 2627A,88.8931,29.2365,20170601,7.04398827,3902,2471,-554828.8507,-73374.42296,3852,0.850846112,182.5454559,281.3746643,62114.77344,0.00087887,644.1260986,-6.85687e-06,31.08370018,-0.037786577,0.85000664,0.09649995,2296,1246,train 1842A,111.268,30.696,20170601,53.72980501,3669,6051,1443612.383,202603.2384,66,0.245019481,347.559021,289.3479614,98002.59375,0.002270184,116.4564972,-7.68385e-06,73.56494904,-0.052806057,-0.239261493,0.748569667,4304,658,train 2484A,109.9792,27.5342,20170601,39.37083333,4175,5845,1387051.071,-185808.7649,242,0.640944958,334.614502,290.0126038,96884.32031,0.002468085,192.8009949,-1.07342e-05,74.45547485,-0.274823219,-0.579035997,0.711530209,2719,1120,train 1323A,113.6356,34.7538,20170601,63.08240223,3019,6430,1559608.928,717793.6263,107,0.650875986,207.8070679,288.1161194,100237.3828,0.00101989,215.631958,-1.23793e-05,58.86881256,-0.303622603,0.575719416,0.839287639,1995,270,train 2574A,102.2689,27.8847,20170601,22.76470588,4119,4611,672034.5081,-225568.9816,1523,0.330293238,232.4882965,289.5105896,82352.80469,0.001930135,194.1278076,-3.33858e-06,62.36984253,-0.261992723,0.201130405,0.282879651,3967,1200,train 2360A,117.0222,28.2264,20170601,34.38687151,4064,6972,2011906.169,16288.28314,40,0.810566664,316.0727234,291.730011,100755.4453,0.002411164,175.9455719,-1.43734e-05,70.96355438,-0.56236738,-0.583747625,0.609263718,3057,1010,train 2475A,113.0383,25.8071,20170601,32.6800554,4451,6334,1704398.926,-337510.4259,192,0.240424827,333.8120117,291.1817932,98075.71094,0.002024018,219.5547943,-1.09133e-05,76.63010406,-0.10612078,-0.21573706,0.661989987,2535,1111,train 1932A,107.1906,34.3672,20170601,50.35434174,3081,5398,1029508.115,586781.8682,596,0.305412918,13.86052036,285.8243103,91975.97656,0.001493757,105.6873093,-3.97722e-06,66.20861816,0.073162362,0.296520352,0.529422343,2810,736,train 1980A,122.41,37.161,20170601,18.70396601,2634,7834,2197722.335,1169290.105,27,0.750730753,81.57907104,284.5595398,101011.3281,0.000867269,413.0947571,-4.38782e-05,68.79725647,0.742632449,0.109971464,0.569379807,2367,780,train 1109A,121.6119444,38.97388889,20170601,30.28830084,2344,7706,2076360.891,1364078.986,23,0.200011507,115.6109848,284.403717,101277.9688,0.000439464,492.7960205,-9.28801e-05,61.71054459,0.180365443,-0.086445987,0.628965855,2263,92,train 1280A,119.389,26.0542,20170601,24.21186441,4411,7350,2286633.379,-180241.4635,350,0.856737316,324.4451599,291.8222656,99741.82813,0.002665866,324.4317017,-3.70487e-05,83.3534317,-0.498229057,-0.696969628,0.415077567,5913,236,train 2647A,104.1731,36.5458,20170601,42.94827586,2733,4916,750994.7195,821225.1675,1715,1.355695367,303.5161133,282.9290466,81715.86719,0.000577497,367.8388062,-6.98244e-06,44.23310471,-1.130332232,-0.748504579,0.314399362,1764,1263,train 1689A,110.8592,21.6828,20170601,29.20142857,5111,5985,1577195.653,-844612.331,16,1.385302186,254.2406921,295.6589355,101002.3594,0.003173307,258.4579773,-1.73949e-05,80.11118317,-1.333215833,0.376294553,0.473231673,4321,522,train 2483A,109.9453,27.5444,20170601,36.36023055,4173,5839,1383754.268,-185099.5222,238,0.65212518,337.4970703,290.1321716,97366.92969,0.002540052,199.850769,-1.102e-05,74.59181213,-0.249636829,-0.602452219,0.718379259,3245,1119,train 2454A,109.5039,30.2989,20170601,41.26966292,3732,5769,1295229.587,131312.6263,456,0.183219969,16.68285751,288.5693054,92793.67969,0.00296109,106.9549866,-3.53988e-06,75.58926392,0.052596148,0.17550841,0.661848068,3550,1090,train 2618A,98.8601,25.8567,20170601,19.85755814,4443,4066,366466.9035,-481398.4167,1044,0.494122148,95.02560425,287.450531,80397.75,0.003521879,36.58598328,-9.08586e-07,77.62693787,0.492224693,-0.043261465,0.214865834,5357,1238,train 2502A,108.6236,21.9667,20170601,28.71488764,5065,5628,1351905.71,-845706.4135,10,0.263568163,304.5966797,294.9052734,100714.7266,0.002841118,276.7215271,-2.36491e-05,78.1467514,-0.216970816,-0.149639025,0.512249649,3318,1135,train 2452A,113.3833,31.6908,20170601,49.01955307,3510,6389,1607172.389,352335.6562,85,0.661326408,269.8027344,288.4047546,100250.1016,0.001895521,208.8917847,-1.43587e-05,71.05017853,-0.661322355,0.002307559,0.811189592,3807,1088,train 1484A,105.9512,38.6016,20170601,32.96111111,2404,5200,868240.432,1084277.167,1329,0.716346323,143.5142212,281.2161255,82920.0,0.00044568,203.4988098,-5.87599e-06,40.41498184,0.425998718,-0.575914204,0.351496994,2585,411,train 1917A,103.8,25.5364,20170601,34.69859155,4494,4856,837893.0195,-488483.0636,1877,1.759679437,195.3168945,286.8308411,80416.26563,0.002461457,361.0354614,-1.45502e-05,75.19747925,-0.464819491,1.697178483,0.337081969,2663,721,train 2211A,121.6592,42.0486,20170601,23.12188366,1852,7713,1979351.133,1726742.503,157,0.768486083,58.30780029,280.3286438,99347.92969,0.000842473,317.6134338,-5.452e-06,51.42351151,0.653879344,0.403748274,0.512108445,2700,872,train 2508A,109.5683,23.1036,20170601,34.63714286,4884,5779,1425638.33,-702728.465,46,0.451461732,294.0062256,294.2759399,100055.75,0.003221848,231.5661316,-1.67761e-05,77.59007263,-0.412421674,-0.183646545,0.555551529,3513,1140,train 1326A,114.2511,30.5514,20170601,43.4494382,3692,6528,1708555.233,233510.4901,31,1.118394494,301.5838928,290.1111145,101281.3594,0.002537019,214.9947205,-3.54378e-05,68.53266907,-0.952768087,-0.585695565,0.801629007,2720,273,train 3002A,119.9736,31.8108,20170601,42.58333333,3490,7444,2168947.627,493025.0536,4,1.121845841,261.1388855,288.600708,101688.1328,0.001979715,278.7095947,-2.51468e-05,69.74658966,-1.108448982,0.172855139,0.766275406,2865,1372,train 2203A,116.0781,43.9311,20170601,17.65738162,1551,6820,1523151.087,1851062.337,992,0.79381597,67.57935333,276.7290955,89322.67188,0.000284394,319.6823425,-4.90322e-06,45.40840912,0.733799815,0.302789748,0.312423199,1721,864,train 1400A,112.4722,23.0786,20170601,38.267507,4888,6244,1707572.738,-659275.949,9,0.71356982,273.1748047,294.5643616,99983.96094,0.002943652,219.9272003,-1.55717e-05,76.19499969,-0.712476552,-0.039484859,0.553430438,2650,338,train 1625A,115.9848,36.4372,20170601,59.31179775,2750,6806,1710247.662,956308.2363,34,0.990914941,220.6962585,287.0934448,101257.5391,0.000993995,200.2789154,-1.18998e-05,53.02191925,-0.646109343,0.751302302,0.851911545,2943,470,train 1921A,108.7369,34.3164,20170601,66.23809524,3089,5646,1160144.182,597942.7275,383,0.36326772,164.9398956,286.6364746,94605.41406,0.00114498,93.62757111,-7.05726e-06,63.24367142,0.094418459,-0.350782841,0.613609433,2709,725,train 2599A,100.2497,26.8802,20170601,14.76734104,4279,4288,491877.194,-355506.2786,2428,0.467945695,44.51752472,285.2825623,74317.75781,0.00256236,159.0809326,-4.54803e-06,64.42049408,0.328081906,0.333669662,0.177616209,3969,1220,train 2497A,111.2353,23.415,20170601,48.28028169,4834,6046,1581438.563,-641663.7112,32,0.923986971,291.6904907,294.5239868,100337.1953,0.003047402,180.6576233,-1.66932e-05,77.21131134,-0.858582854,-0.341449052,0.543387771,3638,1132,train 2698A,75.9828,39.5371,20170601,98.80446927,2254,405,-1479526.882,1293428.194,1370,0.099880852,141.0090332,287.869812,85787.76563,0.000299375,398.4848328,-1.8474e-05,33.57466125,0.062850446,-0.077627353,0.235154659,1580,1312,train 1007A,116.315,39.9934,20170601,50.41736695,2181,6858,1643658.083,1384435.679,52,0.532783926,107.7722931,284.2668762,100620.9141,0.000982214,117.6309509,-5.88151e-06,47.84044647,0.507366955,-0.162596047,0.841994762,3138,6,train 1186A,119.389,32.3761,20170601,46.29279279,3400,7350,2102611.502,545861.5699,7,1.056780815,258.4685364,288.1877136,101642.8281,0.002580811,258.9778137,-2.04407e-05,69.28695679,-1.035441279,0.211298689,0.781100869,2671,161,train 2874A,117.0411667,32.64600333,20170601,56.67590028,3357,6975,1896597.917,529533.8617,31,1.130840302,254.9455109,288.3117981,101213.9063,0.002164221,226.0154114,-2.29249e-05,66.19322205,-1.092017651,0.293763787,0.806144416,2470,1341,train 1788A,129.6386,44.5462,20170601,19.77793296,1453,8990,2444419.662,2197814.352,248,0.991636574,53.80203247,275.4576721,97609.59375,0.000862419,279.5148621,-6.75001e-06,67.07952118,0.80021596,0.585659921,0.398675889,2559,608,train 1833A,113.292,33.739,20170601,60.00560224,3182,6375,1553817.64,592244.35,92,0.207277298,194.2907104,287.9678955,100151.0703,0.001286896,212.2362976,-1.33991e-05,62.01827621,-0.051163293,0.20086363,0.854885578,2315,650,train 1915A,106.9178,27.72,20170601,29.96944444,4145,5355,1102493.731,-202909.8848,854,1.181907177,270.2075806,288.1087646,90537.52344,0.001933497,243.307663,-1.06997e-05,78.14828491,-1.181899548,-0.004227233,0.723858595,3283,719,train 2006A,119.46,31.4,20170601,41.13091922,3556,7362,2137372.556,434220.0226,21,1.202006817,261.5230103,288.8313599,101578.8984,0.001886343,251.8521729,-2.40883e-05,71.03779602,-1.188867688,0.177240431,0.75641042,3791,805,train 2590A,104.8811,25.0992,20170601,15.26544944,4564,5029,945622.833,-529450.6441,1283,0.861305594,254.327179,288.6146851,86431.32031,0.002539662,206.1522522,-1.17635e-05,79.12487793,-0.829273283,0.232708216,0.465371609,5435,1212,train 3035A,122.0931,46.0707,20170601,14.30087209,1209,7783,1876604.018,2209679.408,267,1.328297019,104.9607849,277.0768738,97826.95313,0.000739863,295.70578,-6.42826e-06,51.74936295,1.283289909,-0.34284088,0.293536156,2263,1393,train 1684A,110.3316,21.2679,20170601,25.9859944,5177,5901,1532549.208,-899914.3795,30,1.630625367,259.1130371,295.7373657,100906.1563,0.003400438,302.6914978,-1.81729e-05,81.16773987,-1.601264477,0.308044285,0.46582824,3771,517,train 2615A,100.2171,25.5811,20170601,15.15915493,4487,4283,496900.7183,-507613.3694,2017,0.972710192,35.46317673,287.3417969,77876.65625,0.002134419,273.9028931,-1.21537e-05,65.579216,0.564332187,0.792271614,0.233715877,5387,1235,train 1240A,121.586,29.8633,20170601,34.40027701,3802,7702,2367705.231,306040.8677,6,0.526893854,254.9023438,290.0255432,101474.3125,0.003142621,387.1171265,-3.88283e-05,78.45108795,-0.508701921,0.137257025,0.593012929,2330,204,train 1496A,87.6444,43.962,20170601,64.43895349,1546,2271,-534847.5584,1710877.46,603,0.686324418,189.0024109,283.6722717,93380.15625,0.000354643,129.9361267,-9.48218e-06,46.73591995,-0.107390255,0.677870572,0.257363528,2046,419,train 1893A,105.4306,28.9583,20170601,39.22050562,3947,5117,949971.4142,-73109.55815,322,0.549115181,334.5930786,291.9873962,97864.92188,0.00128253,148.4105988,-1.30472e-05,73.7434845,-0.235634133,-0.495987952,1.058444619,4853,700,train 1340A,112.9792,28.2597,20170601,46.94182825,4059,6325,1646434.86,-55134.31895,30,0.774442554,346.8496704,290.9231873,100887.8672,0.00262666,236.5379486,-1.73787e-05,72.50500488,-0.176255643,-0.7541188,0.799811006,2105,286,train 1374A,113.292,22.8054,20170601,28.99439776,4931,6375,1792622.345,-675687.2389,1,0.758004069,253.80867,295.2419739,101206.7031,0.003104889,257.3787537,-2.80492e-05,73.72279358,-0.727930486,0.211393848,0.552574277,3532,312,train 1134A,126.635,45.7667,20170601,32.13547486,1257,8510,2192863.497,2268125.751,130,1.230559111,48.00048447,275.8968506,99870.67188,0.000719989,211.1055908,-7.07197e-06,61.44894028,0.914470315,0.823419571,0.405226946,1120,115,train 1357A,114.117,22.5625,20170601,28.08798883,4970,6507,1877886.018,-687774.2831,19,1.304514289,263.2776489,294.9215088,100363.0391,0.003090781,305.2449341,-4.35993e-05,79.73753357,-1.29553926,0.152760014,0.50228411,3030,302,train 2398A,113.7906,33.9953,20170601,52.43435754,3141,6454,1589798.006,630517.5944,69,0.394068658,227.0913391,288.0695801,100683.4141,0.001300904,207.1117401,-1.24434e-05,60.87358856,-0.288625121,0.268301398,0.861555219,3837,1045,train 1246A,120.598,30.0911,20170601,42.53221289,3766,7544,2274781.606,308825.0294,9,1.023867726,281.7053833,290.1461487,101472.6641,0.002433016,272.2157593,-2.43084e-05,71.48095703,-1.002586007,-0.207668841,0.66721648,2580,210,train 2404A,112.5224,33.0122,20170601,56.43732591,3298,6252,1504646.982,494370.3041,129,0.785927296,301.8539734,288.0603027,99925.4375,0.001374437,203.5218048,-1.24222e-05,66.80957794,-0.667589545,-0.414735973,0.841745496,2142,1051,train 1811A,112.3628,34.6692,20170601,60.93277311,3033,6226,1456034.9,688227.0153,175,0.28727743,213.4764709,287.6018677,98713.89063,0.001070342,170.1418762,-1.0388e-05,60.11990356,-0.158456504,0.239624396,0.782719254,2822,631,train 2575A,102.2311,27.8953,20170601,24.98459384,4117,4605,668454.1938,-224580.2746,1540,0.2498153,234.3257599,289.8138123,82585.65625,0.001893445,187.1129608,-3.30195e-06,62.25106812,-0.202932328,0.145691991,0.280997127,4169,1201,train 2437A,114.8989,30.3714,20170601,57.2733711,3721,6632,1769583.174,223970.6215,32,0.869527996,273.8360291,290.2193604,101020.7344,0.00251587,190.4274445,-3.00439e-05,69.54967499,-0.867582738,-0.058130682,0.765437305,3278,1075,train 1959A,118.746,36.881,20170601,52.24558824,2679,7247,1918272.628,1059709.41,21,0.866908371,201.2275848,286.0896606,101380.6875,0.000808298,224.8664093,-1.1834e-05,55.32573318,-0.313875586,0.80809176,0.745500684,2412,762,train 1344A,112.9958,28.3586,20170601,47.99858757,4043,6327,1645810.518,-43370.10594,69,0.756720543,342.5375671,290.8086548,100645.4453,0.00267755,237.1007385,-1.7639e-05,72.65622711,-0.227137432,-0.721827209,0.780225039,4589,290,train 1701A,111.9494,21.865,20170601,26.47058824,5082,6160,1680984.09,-805915.3515,7,1.071486354,284.2114258,295.1596985,100740.5781,0.003178635,269.3141479,-2.20186e-05,79.99268341,-1.038709164,-0.262994945,0.478349328,2977,531,train 1076A,115.6906,37.739,20170601,61.18333333,2542,6758,1653612.94,1105688.704,23,1.175037026,207.3005524,286.637146,101386.4922,0.000766754,202.8595123,-1.18784e-05,49.38758087,-0.53892535,1.044160604,0.860339403,2074,62,train 1761A,123.8436,41.3283,20170601,26.20416667,1968,8063,2162520.964,1688183.398,162,0.873671293,204.9165802,278.8351746,98619.32031,0.001152897,220.4054718,-7.31843e-06,63.46626663,-0.368065864,0.79235661,0.533671618,3511,583,train 2474A,113.0119,25.8179,20170601,37.42577031,4449,6330,1701702.294,-336726.4442,177,0.259970546,336.2202454,291.3158875,98446.84375,0.002029434,225.2325897,-1.07889e-05,76.14299774,-0.104844972,-0.237891167,0.67931658,3710,1110,train 2215A,123.1417,41.2894,20170601,33.12921348,1974,7951,2112705.527,1668357.147,21,1.004803896,186.644043,281.1124268,101082.6563,0.001031844,267.2101746,-8.81095e-06,51.84498215,-0.116253331,0.998056173,0.582609951,2688,876,train 3033A,87.4651,43.4569,20170601,18.97464789,1627,2242,-552600.1829,1650168.661,1720,0.821363986,40.33463669,275.6513062,81051.17969,0.000779964,177.4375,-9.77225e-06,59.73023224,0.531615376,0.626118064,0.191398412,2550,1391,train 1431A,103.97275,30.72358333,20170601,55.87465181,3664,4884,798474.6861,122594.7246,516,1.094888687,153.6392517,290.1993408,95423.6875,0.001169071,148.2844543,-1.13367e-05,69.5111084,0.486231744,-0.98099947,0.781147718,3140,362,train 2494A,109.6958,28.2675,20170601,45.76388889,4057,5799,1348121.484,-104263.1695,223,0.720895946,290.6882324,289.393158,97632.04688,0.003573879,231.6224213,-1.17156e-05,77.11557007,-0.674424648,-0.254641682,0.748409092,4388,1129,train 2678A,106.2025,37.9844,20170601,35.49438202,2503,5240,896619.8298,1011932.708,1131,0.399353206,185.6519318,285.2631836,88568.42969,0.000372326,277.828064,-9.58941e-06,37.78768921,-0.039329208,0.397411883,0.380642414,2617,1292,train 1635A,118.3092,36.8198,20170601,58.88951841,2689,7177,1885401.582,1044044.809,65,0.975193918,189.9206696,285.8804321,100598.2109,0.000938738,199.3250732,-8.44907e-06,56.64081955,-0.168005884,0.960612953,0.760534585,2790,479,train 1897A,104.7547,29.3628,20170601,74.37711864,3882,5009,883872.4251,-31738.68044,331,0.777469993,179.4752045,291.7219543,97437.15625,0.00105818,150.0917053,-1.27371e-05,72.93656921,0.007193131,-0.777436733,1.016264915,4591,704,train 2577A,104.83,26.5917,20170601,40.890625,4325,5021,923318.1396,-356287.7843,1844,0.799913704,236.9937744,284.627533,80194.19531,0.002607421,232.2611847,-6.52448e-06,83.34240723,-0.670803905,0.435756862,0.524475694,4175,1203,train 1488A,106.2328,38.4975,20170601,44.18994413,2420,5245,891915.4991,1074210.711,1108,0.731767595,121.852272,283.5935364,88452.24219,0.000320122,135.5515137,-5.42559e-06,39.16087341,0.621596158,-0.386137366,0.377271712,2324,412,train 1403A,108.321,22.8225,20170601,33.82062147,4928,5579,1308748.553,-752206.7347,84,1.119592071,250.6407471,294.4284668,99893.10938,0.002779258,263.2190857,-1.60176e-05,79.79971313,-1.056275368,0.371172309,0.540578067,2095,341,train 2315A,117.4974,30.6539,20170601,57.20555556,3675,7048,1989216.795,306535.6911,10,0.958787382,293.0215759,289.3667908,100851.5313,0.002318315,220.7883911,-2.18134e-05,72.43123627,-0.88244909,-0.374909043,0.735378623,3879,970,train 2272A,117.3086,32.935,20170601,54.68539326,3310,7017,1911411.977,568505.7049,23,1.081582546,250.7500305,288.1820984,101444.8047,0.002217807,227.4403687,-2.00088e-05,66.17932129,-1.021097541,0.356624097,0.796961486,3390,930,train 1660A,119.5198,35.4234,20170601,41.30501393,2912,7371,2023083.251,904047.8419,29,0.415533125,228.1508789,286.5542908,101158.75,0.00082856,347.9267578,-5.97478e-05,65.79637909,-0.309525549,0.277239442,0.689523339,2671,499,train 1669A,113.586606,24.769519,20170601,36.18194444,4617,6422,1778356.609,-446737.7104,76,0.164397284,326.3635864,293.2125244,99861.25,0.002506563,161.2261047,-1.04936e-05,75.91668701,-0.091073401,-0.136865273,0.564152837,3361,505,train 2423A,115.0625,30.2352,20170601,47.3969697,3742,6658,1787215.923,211059.9407,28,0.879741311,253.7840576,290.259552,101077.8906,0.002562172,191.2175598,-2.68668e-05,70.29212952,-0.844732404,0.24570699,0.743985772,3339,1062,train 1108A,123.3783,41.9228,20170601,34.71727019,1872,7989,2107914.594,1747707.935,48,0.83898133,9.385151863,280.6687012,101060.6953,0.001095354,287.2320251,-8.63452e-06,49.98429871,0.136808962,0.827751756,0.554728389,3093,91,train 1218A,120.225,33.3947,20170601,35.74438202,3237,7484,2142086.218,682273.6437,-1,0.970848262,253.0681763,287.1251831,101744.8359,0.001993368,258.4848633,-1.13064e-05,69.86140442,-0.928753316,0.282778352,0.675939739,3416,186,train 1391A,113.7383333,22.96583333,20170601,35.75761773,4906,6446,1832328.983,-649269.1789,31,0.897951722,253.1913757,295.0991211,100822.3516,0.003149349,261.8977356,-3.69851e-05,73.82089233,-0.859577894,0.259698331,0.544216216,4262,329,train 1272A,117.259,31.8706,20170601,46.20473538,3481,7009,1935879.476,443266.777,22,1.035451055,258.0049744,288.7788696,101371.3047,0.002230059,241.5169678,-1.69884e-05,67.69577026,-1.012833953,0.215235144,0.789512336,2949,228,train 3012A,112.1908,31.03389,20170601,50.85154062,3615,6199,1517675.093,256208.5658,117,0.56425637,354.5836792,289.0747681,100168.3672,0.001967496,228.5219574,-2.08762e-05,71.69390106,-0.05331168,-0.561732233,0.821527898,4217,1379,train 2003A,119.794,31.371,20170601,48.33333333,3561,7415,2166805.162,438180.2523,1,1.432892442,257.9572754,289.2860107,101386.2188,0.002004848,312.0127258,-5.81421e-05,71.57782745,-1.40134573,0.299016446,0.740708411,2835,802,train 3064A,117.6983,36.2211,20170601,54.98994253,2785,7080,1853493.154,961850.0714,212,0.694641709,228.7049408,285.272644,98985.17969,0.000994343,198.2284851,-8.19533e-06,62.94991302,-0.521887481,0.458432764,0.769903243,2343,1405,train 2289A,117.8561,30.9219,20170601,50.87396122,3633,7105,2013000.425,344935.4004,37,0.929070771,282.9291687,289.107605,100906.0,0.00207576,212.970108,-2.08305e-05,70.84411621,-0.905527532,-0.207828,0.740846932,3853,946,train 1153A,118.778,32.0723,20170601,42.57244318,3449,7252,2059700.302,497627.2418,16,1.119075537,264.8840332,288.157135,101389.5313,0.002378167,241.9047089,-2.05532e-05,68.34951019,-1.114613056,0.099838696,0.772660017,2728,134,train 2217A,123.8831,42.2953,20170601,30.840625,1813,8069,2131130.049,1802249.807,77,1.078734398,15.34309292,280.0916443,100510.7266,0.001095789,294.0438538,-1.1015e-05,52.51746368,0.285422772,1.040289164,0.515350103,3485,878,train 1181A,117.244,34.2911,20170601,66.16428571,3094,7007,1869368.363,726169.4828,53,1.073421001,239.8292542,287.5418091,101317.0625,0.001620726,209.263916,-1.41703e-05,62.70018387,-0.927989662,0.539507031,0.802675426,2305,157,train 1734A,111.5028,36.0714,20170601,76.35933148,2809,6088,1356289.227,842849.6058,449,0.435884416,82.36463928,285.7574768,94566.72656,0.000884549,137.0457611,-6.38621e-06,53.3295517,0.432017267,0.057933468,0.550855398,2229,557,train 2539A,103.8986,30.0506,20170601,35.75,3772,4872,799138.2172,42225.48895,460,0.897696257,150.1503448,291.1086121,96439.96094,0.001057554,171.3225555,-1.42935e-05,70.82621002,0.446866781,-0.778568327,0.864451885,4268,1171,train 1903A,104.4053,31.1167,20170601,49.15927978,3601,4953,832371.9486,172854.055,494,0.547267199,174.9160767,290.3775024,95044.44531,0.001027282,148.9884033,-1.04373e-05,66.18191528,0.048544731,-0.545109868,0.770202577,3003,708,train 1406A,108.239,22.8464,20170601,32.19683908,4925,5566,1300370.89,-750563.3786,80,1.029970646,251.7612915,294.3756104,99650.26563,0.002759798,257.764679,-1.5841e-05,79.52333069,-0.978213847,0.322392762,0.546062648,2822,344,train 2421A,114.0131,33.0069,20170601,55.45224719,3299,6490,1631237.792,517532.9515,85,0.436475486,215.5913391,287.9891052,100533.4219,0.001484962,208.8626862,-1.75671e-05,65.75605774,-0.254022181,0.354941636,0.875811219,2686,1060,train 2258A,130.3648,46.8032,20170601,23.81714286,1092,9106,2396022.498,2474991.537,82,1.301913738,54.60100555,274.5829773,100037.3125,0.000743546,215.9531555,-8.81848e-06,65.11553192,1.061218023,0.754185379,0.375943929,1659,919,train 1905A,106.056,30.8064,20170601,41.3079096,3651,5217,982043.6272,151289.3773,308,0.879426181,308.9922485,290.844635,97502.07813,0.001381001,151.6591034,-1.20811e-05,74.92990112,-0.683553874,-0.553303242,0.87104857,4923,710,train 1953A,85.1186,45.6886,20170601,33.96398892,1270,1867,-696720.2586,1937530.886,291,1.729465842,129.2556,285.9472961,97494.44531,0.000166066,599.0054932,-8.77541e-06,40.29742432,1.339251518,-1.094283938,0.211915165,2318,756,train 1209A,119.888,32.4639,20170601,55.42896936,3386,7430,2142080.254,566831.3799,3,1.003367186,258.8575439,287.8908691,101686.2188,0.00261259,255.0440063,-1.5001e-05,69.44334412,-0.984445691,0.193939552,0.766198397,3361,178,train 1514A,112.9074,27.9119,20170601,47.09887006,4114,6313,1647371.706,-96699.16835,58,0.945307732,355.2565918,291.0732422,100739.2891,0.002657789,240.9077301,-1.72856e-05,72.48426819,-0.078255348,-0.942063034,0.785585403,4455,424,train 2451A,113.3583,31.7275,20170601,50.34453782,3504,6385,1604197.261,356238.2333,70,0.705096662,270.2790527,288.396698,100247.0625,0.001855075,208.5019226,-1.39888e-05,70.9389801,-0.705088437,-0.003401343,0.817208886,2968,1087,train 2614A,100.1542,25.7054,20170601,21.56703911,4467,4273,490153.9184,-493426.8257,2018,0.919150114,31.97635269,286.9704895,76959.82813,0.002134944,280.7499695,-1.82624e-05,65.33032227,0.486740649,0.779692531,0.2253277,5372,1234,train 1632A,118.0448,36.838,20170601,53.40947075,2686,7135,1863898.159,1041146.352,31,1.010884523,192.8911743,286.0388489,100918.625,0.000872613,189.6843262,-8.88814e-06,55.88364029,-0.225521713,0.985407293,0.780150771,3026,476,train 2476A,113.0348,25.7759,20170601,36.1680791,4456,6334,1704737.681,-341157.4545,199,0.236297563,327.7247925,290.9969482,97642.17969,0.00204571,216.3026123,-1.05137e-05,76.9944458,-0.126194894,-0.199778333,0.671119452,3554,1112,train 1089A,112.488,37.7805,20170601,67.54843305,2535,6246,1399725.925,1060873.397,787,0.506280482,156.6732941,282.6539001,90270.96875,0.001074885,137.1691589,-6.10227e-06,51.81279373,0.200511262,-0.464881897,0.501628935,2474,74,train 2439A,112.2014,31.0483,20170601,56.0724234,3612,6200,1518301.944,258064.994,98,0.547357678,357.2966614,289.0420532,100095.4922,0.001961888,228.4979553,-2.06951e-05,71.67955017,-0.025865909,-0.546746194,0.82157737,3589,1077,train 2478A,111.6156,26.4214,20170601,44.47167139,4353,6106,1559207.546,-290335.2026,105,0.617295802,318.7261963,291.8294067,99039.89844,0.001636964,260.2683105,-1.18333e-05,70.72663116,-0.407237262,-0.463909388,0.74633646,2996,1114,train 1073A,116.8709,38.3228,20170601,54.73184358,2448,6947,1730755.299,1195336.823,9,1.189467311,203.3088531,285.6641235,101564.7656,0.000926884,180.3038177,-9.42345e-06,50.5304451,-0.470644176,1.092394948,0.85095942,2064,59,train 1710A,116.3594,23.5739,20170601,28.48587571,4808,6865,2069673.629,-528382.5837,31,0.57477802,259.56604,294.0877686,100362.9063,0.00251438,191.7503662,-1.44238e-05,79.42962646,-0.565269351,0.104116783,0.442840546,2550,538,train 1864A,110.3089,25.2708,20170601,42.62952646,4537,5897,1458501.479,-443179.4241,160,1.187788486,316.0391846,291.9887085,98063.20313,0.003044128,217.6634064,-1.29818e-05,75.54496765,-0.824582458,-0.854929984,0.59533596,2931,677,train 1231A,120.301,30.4183,20170601,38.71666667,3713,7496,2239065.497,339629.7205,9,0.943836272,291.066925,289.4186707,101354.8906,0.002493108,254.2673035,-1.9667e-05,71.26215363,-0.880770802,-0.339219272,0.712481678,2977,198,train 2551A,107.5069,31.1956,20170601,49.24373259,3589,5449,1104370.374,212781.8874,339,0.832082272,316.1691589,290.0606995,95877.53906,0.002013422,86.69328308,-7.3117e-06,75.29351807,-0.576285303,-0.600213468,0.721264839,3271,1180,train 1878A,104.7778,31.4747,20170601,44.43398876,3544,5012,860985.3154,218601.7323,489,0.565733552,332.7427673,290.3540344,95431.49219,0.000928277,148.548111,-1.0968e-05,65.83541107,-0.25913763,-0.502893746,0.751277328,2850,686,train 2682A,105.1971,37.5002,20170601,38.00702247,2580,5080,822548.288,944650.9018,1225,0.358546615,195.6910858,285.1191406,87173.6875,0.000419843,341.2068176,-8.10492e-06,39.3909111,-0.096966475,0.345185727,0.353224605,2702,1296,train 1652A,119.1939,36.7731,20170601,44.57843137,2696,7319,1956917.441,1055844.419,15,0.882698596,205.7969971,286.010437,101524.9688,0.000825922,246.460434,-1.36649e-05,58.17367554,-0.38412559,0.794735372,0.729832768,2927,491,train 1068A,116.7729,39.5747,20170601,42.60393258,2248,6932,1689617.989,1342357.198,14,0.69102627,0.678993583,285.2820129,101536.25,0.001078529,187.1360474,-9.09951e-06,46.61048889,0.008191353,0.690977752,0.875583827,3295,55,train 1659A,119.4641,35.4178,20170601,41.96218487,2913,7362,2018749.783,902246.3748,15,0.328011721,229.0926514,286.4263306,101229.4531,0.000835942,328.4160461,-5.12127e-05,66.17008209,-0.247895807,0.21480073,0.68579483,2297,498,train 2556A,103.0001,29.9816,20170601,48.52539683,3783,4728,719303.9277,27111.64724,606,0.296465009,115.0142593,287.4232483,89730.72656,0.001836429,91.5186615,-4.01032e-06,77.11815643,0.268664777,-0.125342503,0.686961412,4048,1185,train 2228A,125.1567,42.8953,20170601,33.06657224,1717,8273,2200010.373,1900473.671,268,1.223889828,41.37622833,277.7859802,97905.3125,0.001167713,275.0844727,-8.95835e-06,60.26158524,0.808972418,0.918406248,0.478661478,2140,889,train 2240A,130.962,45.2924,20170601,22.86111111,1333,9202,2500953.222,2316743.588,206,1.259371758,78.80725098,274.7574768,97771.85156,0.000966321,297.4319458,-5.74787e-06,69.00905609,1.235408187,0.24450697,0.383280218,2052,901,train 1641A,117.4518,35.0992,20170601,49.70762712,2964,7040,1864448.603,825083.3174,168,1.152058601,240.746933,286.5387268,99600.75781,0.001163998,209.1637573,-1.16866e-05,64.45832825,-1.005118847,0.563005388,0.779389083,3462,485,train 1355A,113.589,23.5538,20170601,33.23537604,4811,6422,1805120.318,-585289.9502,32,0.765622079,292.2573853,294.1547852,100269.4688,0.003279448,197.6809082,-1.43646e-05,76.49649811,-0.708593667,-0.28995201,0.543533087,4237,300,train 2617A,98.578,24.441,20170601,42.49019608,4670,4020,345706.1916,-647351.3981,909,0.524014056,47.25299835,292.4095764,88425.39063,0.003632618,69.62265015,-2.15409e-06,74.87721252,0.384805262,0.35569036,0.274780333,3682,1237,train 1017A,117.237,39.1082,20170601,53.32777778,2323,7006,1737780.138,1295015.283,6,1.036170483,190.2543945,285.3269653,101627.0625,0.000786181,201.5840607,-2.18549e-05,50.02039719,-0.184452325,1.019620776,0.854233265,1963,13,train 2320A,119.0018,25.4552,20170601,31.57983193,4507,7288,2267995.467,-257121.4853,58,1.265537977,333.6867065,292.2887878,99387.14844,0.002287746,354.2032166,-3.21668e-05,81.42645264,-0.561075985,-1.134363294,0.415670455,4886,975,train 2007A,119.438,31.317,20170601,41.8005618,3569,7358,2137929.692,424135.2644,19,1.193521738,261.0742188,288.7021179,101252.5625,0.001873031,247.5405731,-2.04754e-05,71.48733521,-1.179060578,0.185230106,0.769857705,3573,806,train 2252A,128.8736,47.7222,20170601,17.74193548,945,8868,2261062.045,2545351.046,236,0.80924207,59.2206955,272.6233521,97133.95313,0.001100571,181.5938568,-3.45161e-06,74.71936798,0.695243478,0.414136767,0.312150061,2412,913,train 1113A,121.625,38.86388889,20170601,25.54366197,2362,7708,2080940.256,1351447.218,26,0.297588795,113.5048523,284.4838867,101284.4922,0.000440985,514.1121216,-0.000102745,61.78464508,0.272903681,-0.118670449,0.636235833,5164,96,train 1094A,111.751,40.8369,20170601,38.55774648,2046,6128,1278134.455,1417647.034,1068,0.613084853,172.1980591,280.0837097,88321.92188,0.000671681,180.0339966,-4.51346e-06,43.51042175,0.083279334,-0.607402325,0.388767004,2219,79,train 1162A,120.591,31.3019,20170601,45.21527778,3572,7543,2237024.906,448059.2928,8,1.530174613,269.3577271,289.3453064,101564.0,0.001756569,331.8258057,-5.31021e-05,72.07091522,-1.530077696,0.01722341,0.712134421,2333,143,train 2267A,126.9636,46.6527,20170601,30.71186441,1116,8562,2180126.846,2378405.876,175,0.873803139,61.62137604,274.9441833,99444.42188,0.000810609,190.8537598,-7.19754e-06,65.32666779,0.768781483,0.41533953,0.365864515,2509,925,train 1429A,106.513,29.389,20170601,38.69390582,3878,5290,1042154.877,-11416.5757,211,0.617653072,304.982605,291.7689514,97582.88281,0.001398313,128.9347382,-1.02366e-05,73.19018555,-0.506082058,-0.354085088,0.955352187,3010,361,train 2566A,102.1755,31.9286,20170601,4.474930362,3472,4596,628361.9688,252944.9263,2887,0.317354977,266.8496094,275.2094421,66149.50781,0.001560812,74.56398773,-1.1333e-06,73.08799744,-0.316874593,0.017454971,0.141552567,5597,1193,train 1002A,116.17,40.2865,20170601,48.08073654,2134,6835,1625003.973,1416959.964,420,0.70919323,162.6338501,282.9076843,97125.08594,0.001043523,157.7759705,-6.23878e-06,53.60550308,0.211734444,-0.676848233,0.712079525,5255,1,train 2429A,110.78,32.6494,20170601,48.53703704,3356,5973,1363348.214,426035.021,267,0.579666078,266.3717346,287.6343994,96314.85938,0.001682506,154.8578186,-9.48046e-06,71.86335754,-0.578502595,0.036708716,0.770803034,3530,1067,train 2659A,98.5023,39.7294,20170601,34.2994429,2223,4008,273291.7493,1178124.166,1479,1.186703205,31.64324188,282.0433044,83439.58594,0.000223595,126.6658401,-6.86272e-06,38.02019882,0.622561932,1.010287642,0.20681259,2089,1275,train 2588A,105.31,27.2944,20170601,31.77094972,4213,5098,959596.5055,-269573.219,1506,0.402884245,250.622757,285.1691589,84010.78125,0.002070776,231.0780945,-7.42555e-06,85.65518188,-0.380057812,0.13368535,0.670807779,2820,1210,train 1680A,110.3539,21.2706,20170601,25.63165266,5177,5905,1534712.054,-899260.9562,20,1.636835337,259.013092,295.7459412,100946.1172,0.003391973,305.9963379,-1.83328e-05,81.19696808,-1.606820703,0.312020898,0.465937406,3658,516,train 1711A,116.4094,23.5292,20170601,32.23882682,4815,6873,2075560.155,-532379.95,5,0.638857126,264.2199707,294.2381592,100533.2813,0.002460144,210.3935699,-1.73349e-05,79.34617615,-0.635606289,0.064366683,0.452055335,3204,539,train 2237A,129.4892,42.8939,20170601,17.38028169,1717,8966,2503912.371,2004032.498,180,1.011323571,88.91830444,276.5528564,97820.65625,0.000780401,299.2271729,-3.29339e-06,67.62123871,1.011142492,0.019138074,0.40419969,2405,898,train 1063A,117.9525,40.9843,20170601,23.03760446,2023,7120,1739704.031,1530562.888,372,0.236213982,74.86058044,280.9880981,95162.17969,0.000922693,222.1085663,-4.33684e-06,49.40387344,0.228013366,0.061700508,0.596278071,3443,50,train 2630A,80.1161,32.5,20170601,16.11726384,3380,1067,-1289241.411,396246.3684,4290,1.630481243,54.8483696,275.8942261,58827.33984,0.000362187,1170.675903,-8.6177e-06,29.03489876,1.333105922,0.938774526,0.056254357,672,1248,train 1473A,108.985,34.1978,20170601,65.46175637,3108,5686,1182983.797,586753.9869,472,1.085491776,185.1331635,286.140686,95049.19531,0.00140997,88.06926727,-7.08988e-06,65.34165192,-0.097117551,1.081138611,0.619029522,2847,401,train 1648A,119.12,36.7019,20170601,46.91504178,2708,7307,1953158.606,1046001.212,31,0.855927348,200.0806122,286.0301208,101318.5313,0.000787754,243.0398712,-1.1805e-05,58.25310898,-0.29386735,0.80389899,0.733187616,2308,489,train 1122A,125.3649,43.8748,20170601,29.41114458,1560,8306,2178227.372,2019437.433,198,1.324145079,44.50125122,277.6734619,98947.71094,0.00111393,265.17453,-1.06744e-05,59.65094757,0.928104579,0.944447994,0.473441273,1843,104,train 2190A,122.3039,43.6156,20170601,22.00710227,1602,7817,1973369.536,1924365.265,175,0.956740677,44.02510452,279.7571411,99480.5,0.000682122,324.0717163,-6.1277e-06,47.08013916,0.664893806,0.687945485,0.415284872,2486,854,train 1482A,101.834,36.5819,20170601,64.51694915,2727,4541,559552.2452,809986.2106,2233,0.903442025,239.3544922,279.340332,74867.73438,0.000858076,240.4103241,-4.8393e-06,48.3513298,-0.777251005,0.460530549,0.217406556,2408,409,train 3036A,118.696,37.43445,20170601,50.83479532,2591,7239,1898271.44,1123955.051,1,1.114443898,225.6781616,285.9765015,101711.6797,0.000687702,251.7024384,-3.53631e-05,54.1207695,-0.797284305,0.77866751,0.756052136,2608,1394,train 2534A,105.0406,29.5822,20170601,34.67746479,3847,5054,907033.8767,-3237.770484,332,1.068079472,330.5858765,291.5884399,97374.14063,0.001094099,159.7591095,-1.27344e-05,73.3921051,-0.524626017,-0.930355489,1.025977254,3692,1166,train 2338A,117.0151,25.0311,20170601,21.51805556,4575,6970,2094554.582,-349343.1519,397,0.463234156,261.2901917,291.2410278,94898.13281,0.00246005,111.8146439,-7.55474e-06,79.13510132,-0.457889199,0.070166752,0.432569057,3777,988,train 1934A,107.1186,34.3739,20170601,48.6103352,3080,5387,1023359.263,586831.0355,629,0.357475519,27.64004898,285.7642212,91695.45313,0.001488057,110.3381729,-3.89431e-06,65.56370544,0.165833816,0.316682607,0.537284136,3351,738,train 2680A,105.0197,37.4514,20170601,32.86182336,2588,5051,808891.6753,937283.2381,1259,0.325256735,199.6809082,284.3375854,85470.44531,0.000443934,334.6666565,-7.92326e-06,40.30327606,-0.1095374,0.306257248,0.31900239,1533,1294,train 2877A,119.1638,36.6525,20170601,45.55665722,2716,7314,1958091.557,1041064.292,48,0.81976521,196.9091492,285.90448,101141.7734,0.000789763,244.4321136,-1.19358e-05,59.03960037,-0.238425881,0.784326494,0.738867044,2736,1344,train 1797A,118.4022,31.3839,20170601,48.11772853,3559,7192,2047188.256,409829.4369,10,1.208682656,274.6813049,289.0191345,101518.1172,0.002031749,229.969986,-2.35457e-05,68.44996643,-1.204655409,-0.098586068,0.757750034,3297,617,train 1941A,109.4266,34.5021,20170601,61.24373259,3060,5756,1214709.031,628430.6458,357,0.879841268,251.7609558,287.5474243,96176.5,0.001069992,102.3084717,-7.94492e-06,60.6456604,-0.835627019,0.275405437,0.605953097,3409,745,train 1278A,117.278,31.7386,20170601,49.27824859,3502,7012,1941052.011,428259.4521,18,1.122968554,258.1546326,289.322113,101410.2188,0.002273595,249.6889191,-2.03922e-05,67.68088531,-1.099045873,0.230557203,0.788195252,2982,234,train 2457A,112.6194,26.9258,20170601,41.8531856,4272,6267,1641864.992,-215691.2553,64,0.984476268,345.005188,291.8616333,100571.3281,0.002384939,261.6593628,-1.72992e-05,71.38027191,-0.254796147,-0.950932443,0.752492309,2699,1093,train 1479A,103.831,36.0464,20170601,55.54131054,2813,4861,728492.9776,758417.7101,1589,1.181087255,249.4361877,282.3246155,81448.125,0.0007738,225.0000153,-6.69714e-06,49.72145462,-1.105815411,0.414896786,0.307305455,2402,407,train 2340A,119.5202,26.6607,20170601,32.12569832,4314,7371,2281125.439,-108306.3822,83,0.321464807,312.5800781,290.3682251,97187.89063,0.003701851,192.2820282,-1.81776e-05,84.54278564,-0.236719832,-0.217493311,0.465289593,5571,990,train 1511A,112.9118,27.8403,20170601,48.11731844,4126,6314,1649302.492,-104928.0975,51,0.931414545,355.4562683,291.0872192,100744.2422,0.002671917,240.1859131,-1.74296e-05,72.51087189,-0.073869817,-0.928480625,0.787657201,3302,421,train 2387A,114.2878,35.7306,20170601,52.82686981,2863,6534,1590487.025,844054.2697,88,0.512310326,56.69152832,287.65271,100443.2109,0.000883302,200.9434814,-1.02015e-05,56.86006927,0.428142905,0.281345874,0.809254885,3179,1037,train 1817A,112.4275,34.6258,20170601,63.49719888,3040,6236,1462327.233,684035.2322,145,0.428625435,207.6272888,287.6339417,99074.23438,0.001062244,171.9577026,-1.01688e-05,60.34508514,-0.19875598,0.379757583,0.793782949,3026,636,train 2395A,115.0772,35.767,20170601,57.44803371,2857,6660,1653797.949,861401.1933,51,0.79685843,211.3308258,287.7846375,101061.6172,0.00078969,205.538681,-1.09195e-05,54.86204147,-0.414338499,0.680666566,0.863194704,2317,1043,train 1356A,114.1063,22.5545,20170601,27.20926966,4971,6505,1877026.324,-688883.0505,17,1.319441557,263.1357422,294.9416199,100378.4609,0.003077449,306.2022705,-4.3861e-05,79.63565826,-1.309977174,0.157752723,0.501211405,2807,301,train 2403A,112.5192,32.9917,20170601,62.29189944,3301,6251,1504811.55,491899.4999,125,0.814088702,299.4424438,288.0932312,99960.01563,0.001373866,205.654068,-1.23444e-05,66.74893188,-0.708973646,-0.400120944,0.843529761,2116,1050,train 2608A,103.3772,23.3993,20170601,26.65198864,4836,4788,818888.1159,-739499.3226,1291,1.261051774,199.8368073,289.856842,86490.78125,0.002855228,202.9137878,-4.72273e-06,82.96553802,-0.427915782,1.18622911,0.346936643,3872,1228,train 1676A,116.7258,23.2775,20170601,21.45567867,4856,6924,2112121.305,-554053.7485,18,2.458545923,283.6779175,295.0837708,101214.3203,0.002042381,387.1519165,-8.64682e-05,80.65623474,-2.38885355,-0.58122921,0.40844658,2658,512,train 1591A,110.0023,39.8129,20170601,27.22957746,2210,5848,1164815.702,1272533.098,1453,1.374191999,66.17224121,280.4753723,85846.57813,0.000836773,271.5151672,-1.09041e-05,45.48843765,1.257042527,0.555200517,0.398181736,1515,440,train 1348A,113.348,23.0916,20170601,31.47632312,4885,6384,1791913.674,-642203.4203,2,0.771642923,263.4588013,295.0488281,101200.1016,0.003284694,243.738205,-2.50305e-05,73.23412323,-0.766615868,0.087936565,0.556255579,2592,293,train 1450A,102.821,24.8885,20170601,22.06388889,4598,4699,750894.3823,-571685.6833,1920,1.286846638,2.899976254,288.4659119,80669.92969,0.002776541,368.7088623,-2.876e-05,70.82524872,0.06510298,1.285198808,0.291824192,3193,378,train 1782A,123.6261,47.203,20170601,26.81497175,1028,8028,1939987.251,2372698.985,152,0.808801353,93.36252594,276.7007141,99660.85156,0.00057352,264.4382019,-1.32619e-05,53.23241806,0.807411194,-0.047400083,0.278404564,2257,602,train 1471A,109.2186,34.3731,20170601,59.05270655,3080,5723,1199561.166,610490.6246,479,0.708416522,260.0042114,286.7976685,94360.4375,0.001053304,100.8179016,-7.43027e-06,61.01222229,-0.697658002,0.122992784,0.612815082,3830,399,train 1587A,110.0067,40.5905,20170601,45.84818942,2086,5849,1150716.727,1366384.003,1033,0.6955446,339.8997803,281.8370972,89376.53906,0.000438684,185.1907196,-6.85043e-06,39.60290527,-0.239087284,-0.653161228,0.407932788,1303,436,train 2676A,97.3731,37.3753,20170601,28.27777778,2600,3828,192117.5837,889084.8891,2999,0.606610894,324.050293,276.5194397,68761.16406,0.000645369,180.1441193,-5.56876e-06,38.20018387,-0.356162399,-0.491044939,0.110580862,1636,1290,train 2470A,112.3347,28.6047,20170601,29.37283237,4003,6222,1580885.32,-25606.94122,34,0.453820527,327.9594421,290.6940918,100817.8125,0.002454311,254.8023376,-2.5101e-05,72.0012207,-0.240789875,-0.38467297,0.844014049,2840,1106,train 1146A,120.978,31.0935,20170601,48.90921788,3605,7604,2276568.048,432926.741,3,1.134941697,269.9763184,288.7773743,101668.9609,0.001936015,308.4819031,-3.44612e-05,74.07064819,-1.134941578,0.00052182,0.681437254,3215,127,train 2926A,106.1024,38.49494,20170601,53.02661064,2421,5224,881640.8642,1072724.344,1119,0.925673544,127.1165771,283.8668213,88816.90625,0.000348904,167.7219849,-5.67327e-06,39.79272842,0.738177359,-0.558538914,0.375401974,2889,1366,train 1080A,114.4854,37.062,20170601,68.37955182,2650,6566,1574792.451,1005398.511,76,0.769093096,55.5141449,286.6465454,100286.4063,0.000811564,164.4893494,-8.83304e-06,52.05469131,0.633924842,0.435480744,0.792172372,2071,66,train 1299A,116.988,36.6114,20170601,53.2592068,2722,6966,1785985.883,994763.6837,134,1.198862195,213.053421,286.2298279,100400.0547,0.001087912,191.6004639,-1.18428e-05,57.19073486,-0.653867245,1.004852295,0.817577362,3037,251,train 1969A,120.537,36.865,20170601,33.85582822,2682,7534,2060299.431,1094089.982,57,0.381477177,211.9386902,284.4803467,100774.1094,0.00108989,264.4487305,-7.3596e-06,65.02375793,-0.20180048,0.323730439,0.638130546,2453,769,train 1786A,129.5902,44.5952,20170601,22.29411765,1445,8982,2439075.802,2202248.195,248,0.985315084,63.14550781,275.3909302,97506.6875,0.000871453,279.1282043,-6.38892e-06,67.08575439,0.879040897,0.445121258,0.399129808,2144,606,train 1858A,110.48,29.1389,20170601,45.04469274,3918,5925,1403307.242,8582.056399,230,0.914720058,272.6709595,288.775177,96692.19531,0.002847217,207.5251465,-8.68697e-06,77.37037659,-0.913728356,-0.042582527,0.737847686,3134,671,train 2586A,109.1794,27.7231,20170601,29.31284916,4144,5717,1310320.296,-174778.9917,276,0.9342044,306.7456665,289.3229675,96045.21875,0.00228549,230.838913,-1.01422e-05,77.54299164,-0.748613536,-0.558852077,0.732177615,3430,1208,train 2589A,104.9022,25.0925,20170601,16.9625,4565,5032,947713.8409,-530024.3482,1221,0.869531393,255.2337952,288.7155762,86595.30469,0.002511422,207.3165741,-1.21594e-05,78.94020081,-0.84080559,0.221654713,0.497350246,5020,1211,train 2533A,105.0653,29.5817,20170601,37.25698324,3847,5058,909263.4587,-3068.511402,321,1.079145312,329.4352417,291.5730286,97362.64063,0.001104659,159.3561859,-1.26529e-05,73.56088257,-0.548829556,-0.929161251,1.020235181,3306,1165,train 1552A,106.805,26.3003,20170601,34.97844828,4372,5337,1112103.252,-369787.7437,1463,1.313749671,238.0185394,287.2139587,87357.03906,0.002269292,333.3141174,-9.25281e-06,83.5423584,-1.114327431,0.695853949,0.562892199,5662,430,train 1271A,117.307,31.8766,20170601,51.31754875,3480,7017,1939820.642,444912.7486,20,1.055467486,259.3335266,288.8564148,101454.2734,0.002232966,246.9914551,-2.08359e-05,67.71926117,-1.037222385,0.195400387,0.778991818,2257,227,train 2689A,93.4961,42.8328,20170601,32.6103352,1727,3207,-111567.7225,1553397.079,761,1.321559429,166.3286438,287.431366,92205.11719,5.79569e-05,212.1388245,-3.06988e-06,27.20147514,0.312463641,-1.284089446,0.240016878,2023,1303,train 2496A,111.3178,23.475,20170601,36.53910615,4824,6059,1588253.347,-633486.4083,65,0.943925142,298.3441772,294.3736267,100100.7734,0.0030029,179.8728638,-1.75776e-05,77.18374634,-0.830786824,-0.448093712,0.534276247,4296,1131,train 1631A,118.0482,36.8088,20170601,53.3245614,2691,7136,1864991.085,1037766.87,41,1.040923715,190.2612,285.9635315,100772.5625,0.000912619,190.433548,-8.83044e-06,56.51491547,-0.185420588,1.024276018,0.780364931,2568,475,train 1346A,113.261,23.105,20170601,35.15502793,4883,6370,1783229.312,-642265.1455,12,0.786271274,266.4555664,295.1201172,101258.9297,0.003122867,243.8480835,-2.38846e-05,72.57878113,-0.784765124,0.048644256,0.555120885,1915,292,train 2458A,112.6211,26.8956,20170601,41.88227147,4277,6267,1642654.437,-219153.1906,63,0.986598134,343.7758179,291.9206238,100612.1016,0.002359344,261.044342,-1.73178e-05,71.22641754,-0.275731951,-0.9472844,0.745732307,2348,1094,train 1338A,112.9394,28.19,20170601,52.06601124,4070,6318,1644325.023,-63893.44358,102,0.807576537,350.2634583,290.8830566,100708.8672,0.002644349,238.8645935,-1.74299e-05,72.54368591,-0.13664557,-0.795932055,0.78768146,5543,284,train 1783A,123.945,47.2988,20170601,34.6183844,1012,8079,1957565.5,2390263.032,145,0.81807965,86.1865387,276.5497437,99684.0625,0.000592191,265.580658,-1.44241e-05,54.62895966,0.816265941,0.0544452,0.292001158,2225,603,train 1806A,116.0174,29.6535,20170601,37.94428969,3836,6811,1885682.75,161286.3918,153,0.832318842,310.0906372,289.7447815,99561.14063,0.003191837,235.1663055,-3.33016e-05,74.88863373,-0.63678205,-0.535969496,0.690182686,5690,626,train 2290A,117.8472,30.9697,20170601,53.95621469,3625,7104,2010917.284,350299.7853,8,0.952269971,285.2825623,289.1690063,101224.8125,0.002050756,217.2445221,-2.24097e-05,70.30760956,-0.918609023,-0.250949264,0.747032166,3014,947,train 1937A,107.2386,34.3622,20170601,50.03760446,3082,5406,1033615.679,586687.8657,591,0.28761375,2.260253668,285.7457886,92072.4375,0.001504506,101.9603806,-4.02169e-06,66.73080444,0.01134264,0.287389994,0.546833992,2701,741,train 1224A,120.063,30.2747,20170601,37.63788301,3736,7458,2222775.911,317695.5028,6,0.714374721,308.1428223,289.4983826,101102.5469,0.002687519,227.7123413,-1.56558e-05,72.9908371,-0.561866105,-0.441177607,0.704770803,4086,191,train 2297A,118.1371,30.2756,20170601,23.8575419,3736,7150,2055251.729,275872.8253,176,0.426897407,274.040802,288.4789429,97984.97656,0.003129513,167.9563446,-8.27726e-06,77.63318634,-0.425837636,-0.030061524,0.647016048,4595,954,train 1214A,119.0122,33.627,20170601,49.44707521,3200,7290,2034451.028,683554.1346,15,1.037345767,253.7719116,287.4024963,101607.5625,0.001693185,239.2324829,-1.73453e-05,66.0721817,-0.996003628,0.289936185,0.751135767,2864,183,train 1399A,112.565,23.1617,20170601,39.39495798,4874,6258,1714838.677,-648212.3413,17,0.661383867,277.3355103,294.3409119,99287.88281,0.003029945,219.1104431,-1.81026e-05,75.72619629,-0.655974984,-0.084412314,0.564404726,4265,337,train 1975A,120.399,37.374,20170601,28.94929577,2600,7512,2033627.073,1150916.938,63,0.834623277,210.302597,284.6075745,100238.6563,0.00080018,326.9888306,-1.93477e-05,63.77984238,-0.421111912,0.720597506,0.653290629,2927,775,train 1721A,113.3819,40.1097,20170601,39.15384615,2163,6389,1417699.178,1352644.265,1061,0.856366098,94.81126404,280.1578979,88586.0625,0.000814735,169.4886322,-4.989e-06,45.98936081,0.853352129,-0.071784958,0.446172684,1500,547,train 2191A,122.2532,43.6801,20170601,20.17887324,1591,7808,1967636.207,1930947.429,175,0.891622245,47.11419296,279.763855,99452.13281,0.000664869,327.8914185,-5.75062e-06,46.47060394,0.653287113,0.606799901,0.399967492,2616,855,train 2467A,112.4067,28.6428,20170601,41.83333333,3997,6233,1586588.881,-20011.16606,28,0.567671716,325.7294617,290.8299866,101025.9219,0.002409793,263.3740234,-2.90205e-05,71.49113464,-0.319691867,-0.469093055,0.840340495,4168,1103,train 1524A,113.13,27.8528,20170601,43.01404494,4124,6349,1668896.64,-99794.76483,41,0.797493875,349.0153198,291.2219238,100579.5313,0.002730258,226.1065521,-1.70485e-05,72.64543915,-0.152027696,-0.782869101,0.761444569,2462,429,train 2651A,105.8614,34.5653,20170601,34.33286119,3050,5186,915107.2498,597345.9173,1104,0.893947423,219.9158173,283.5162964,85888.86719,0.001296321,250.276825,-6.75318e-06,63.71847153,-0.573597491,0.685658753,0.467576444,2934,1267,train 2690A,87.9897,44.1564,20170601,10.12539185,1515,2326,-508085.4248,1732801.491,558,0.777440488,12.27381229,283.6047974,93165.0625,0.000331724,194.7369843,-8.14053e-06,45.60099411,0.165266424,0.75967145,0.212963939,2710,1304,train 2468A,112.3458,28.5808,20170601,44.30736544,4007,6223,1582383.364,-28210.33019,54,0.42097199,332.2106018,290.6671143,100773.4063,0.002468345,253.0350952,-2.32627e-05,72.11418152,-0.196295977,-0.372404784,0.843540668,2836,1104,train 1674A,116.6794,23.3667,20170601,24.04929577,4841,6917,2105426.719,-544986.0802,11,1.956584573,282.5606689,294.9193115,101028.1328,0.002088661,339.1417236,-5.81948e-05,80.44031525,-1.909778714,-0.425403595,0.397007704,2273,510,train 1178A,117.192,34.2417,20170601,62.62464986,3101,6999,1866405.805,719380.6569,39,1.07820034,240.1565552,287.5435181,101265.0938,0.001635063,208.5312195,-1.34286e-05,62.84805298,-0.935201764,0.536575735,0.810628355,3470,155,train 1088A,112.549,37.9854,20170601,57.60422535,2502,6256,1400132.117,1086251.917,822,0.273020446,102.5704422,282.8140564,91173.55469,0.001138521,147.1578522,-5.05958e-06,53.4700737,0.266479075,-0.059406016,0.494856417,3155,73,train 1337A,113.0792,28.2053,20170601,48.97075209,4067,6341,1656664.24,-59769.08318,44,0.761191964,345.5974121,291.0561218,100940.6328,0.00253287,228.7906494,-1.65405e-05,72.40476227,-0.189396977,-0.73725301,0.782356024,3067,283,train 2366A,114.8905,25.8471,20170601,45.81320225,4445,6630,1876185.353,-299171.6027,121,0.495152056,171.5131683,292.2163086,99450.16406,0.001998308,268.0809631,-1.65693e-05,75.65853119,0.073118776,-0.489723593,0.535943866,2703,1016,train 2610A,104.2533,23.3594,20170601,18.79008746,4843,4929,904721.3149,-736411.4984,1275,1.359906197,199.8015747,288.7011414,84959.74219,0.002445734,243.1298218,-6.79694e-06,85.36598969,-0.46067366,1.279501677,0.386454701,3713,1230,train 1152A,118.749,32.0572,20170601,39.61416185,3451,7248,2057669.984,495264.9239,15,1.118335962,264.9707336,288.1726074,101391.5859,0.002373687,241.2114563,-2.07366e-05,68.25093079,-1.11402607,0.098087475,0.783808053,2572,133,train 2565A,104.6294,30.1259,20170601,38.15571429,3760,4989,863689.4786,57322.12405,368,0.764628828,299.4906616,291.2884216,96531.39844,0.000952779,193.8971252,-1.3331e-05,70.18626404,-0.665583611,-0.376371771,0.964913428,3739,1192,train 2323A,118.981,25.4792,20170601,28.92458101,4503,7285,2265392.147,-254882.4836,139,1.105475307,333.1380005,291.9940491,98763.27344,0.002333066,336.2792664,-2.38232e-05,81.54581451,-0.49957937,-0.986152172,0.40502274,5510,976,train 1468A,108.935,34.3474,20170601,65.3767313,3084,5678,1176235.116,603996.575,378,0.489953578,326.440155,287.307373,95600.17969,0.001070402,102.1190338,-7.48617e-06,61.60705948,-0.270880848,-0.408262253,0.620920897,2532,396,train 1835A,111.1928,34.7772,20170601,55.32022472,3016,6039,1356704.412,684319.8912,379,1.021046638,241.8598175,286.1897583,96117.21094,0.001186155,170.5573425,-1.24501e-05,63.67425537,-0.900339842,0.481585354,0.643416882,2603,652,train 1924A,108.9344,34.9058,20170601,49.65266106,2995,5677,1166666.552,670657.2077,736,1.135878444,345.3878174,285.2592468,92109.23438,0.000988117,142.802948,-7.76725e-06,59.94162369,-0.286647677,-1.099114656,0.577400208,3158,728,train 1084A,112.469,37.7124,20170601,76.31481481,2546,6243,1399684.64,1052458.545,770,0.391314059,157.9328003,282.8416138,90310.10938,0.001006434,135.7093811,-6.25103e-06,51.44281387,0.147043794,-0.36263594,0.511800647,2824,69,train 2498A,111.26,23.4794,20170601,40.91876751,4823,6050,1582595.196,-633916.8697,39,0.96235019,298.5396729,294.4262695,100317.5313,0.003033929,181.0740356,-1.82126e-05,76.99365997,-0.845439732,-0.459727615,0.540629268,2894,1133,train 1887A,104.6789,28.7989,20170601,54.35955056,3972,4997,883595.7939,-98892.56183,340,0.572529972,139.8998413,291.7781677,96971.79688,0.001170704,153.5704498,-1.3817e-05,72.02098846,0.368812859,-0.437912852,0.996237636,4058,695,train 1064A,117.963,40.9359,20170601,32.35972222,2030,7122,1741854.775,1524996.111,404,0.263637125,64.08573151,281.1552734,95583.27344,0.000908621,224.5165863,-4.54778e-06,49.76586914,0.237124324,0.115224048,0.611416996,4011,51,train 1437A,104.054,30.6578,20170601,56.91292135,3675,4897,806405.8262,115453.4992,499,1.089778543,161.3090515,290.5448914,95912.79688,0.001276924,160.3549805,-1.22889e-05,69.9834137,0.349319935,-1.032275558,0.814091206,2777,366,train 2254A,129.4942,48.4658,20170601,14.43993994,826,8967,2269468.985,2645274.897,431,1.060719252,88.22642517,272.4632874,96202.69531,0.0011442,279.7743835,-5.30721e-06,71.35535431,1.060209632,0.032877073,0.295710385,5660,915,train 3004A,120.1631,33.3681,20170601,40.77653631,3241,7474,2137755.004,677833.3791,2,0.972116828,253.9811707,287.1271667,101743.9688,0.002015878,253.6097412,-1.11007e-05,69.70375824,-0.934360385,0.268294275,0.697860897,3272,1374,train 2880A,104.0238889,30.65638889,20170601,56.7150838,3675,4892,803746.917,115039.3909,500,1.127279878,160.0240479,290.4620972,95806.79688,0.001311949,158.0326843,-1.22522e-05,70.15310669,0.385194689,-1.059426665,0.80781132,2943,1346,train 1889A,101.5769,26.5928,20170601,36.39972145,4325,4500,618320.095,-381681.3452,1141,0.153564751,261.6351013,292.2519531,83793.34375,0.001861429,189.186264,-3.64908e-06,58.928936,-0.151930124,0.022346541,0.26872009,4783,697,train 2278A,117.0083,32.645,20170601,60.11376404,3357,6969,1893844.015,528782.6294,33,1.12166965,255.1430969,288.3251343,101189.9688,0.002166557,225.3109283,-2.35231e-05,66.04001617,-1.084160209,0.287644565,0.796956658,2615,935,train 1759A,124.0878,41.8864,20170601,24.38515406,1878,8102,2160385.598,1758854.659,112,0.830179811,182.088028,279.6804504,99977.20313,0.001157755,259.2373657,-1.0378e-05,58.36804199,-0.030246619,0.829628646,0.513459384,3465,581,train 2268A,124.1186,50.4269,20170601,16.56714286,512,8107,1857177.964,2759831.032,399,0.840717018,114.0391769,271.8976746,95943.70313,0.00077294,230.1941223,-4.56524e-06,65.79052734,0.767819285,-0.342430532,0.188500807,3060,926,train 1696A,114.6778,23.7569,20170601,27.04225352,4779,6596,1904794.086,-541658.8868,55,0.586523652,328.3630066,293.8779907,99595.33594,0.002593908,228.8796234,-3.0584e-05,76.98720551,-0.30769074,-0.499335945,0.47852692,4106,526,train 2282A,116.8008,33.975,20170601,53.05138889,3144,6936,1841119.281,680683.2468,62,1.082316756,244.4416809,287.6891479,101234.4453,0.001803476,203.7582092,-1.24087e-05,63.0742836,-0.976392984,0.466975778,0.813908815,3487,939,train 1997A,119.146,31.955,20170601,48.35190616,3467,7311,2094352.926,491784.1327,21,1.131390333,263.0299072,288.182251,101239.3984,0.002315211,245.5321808,-1.83031e-05,69.56578064,-1.123023152,0.137343347,0.777030408,3367,796,train 1155A,118.803,32.0314,20170601,47.42318436,3455,7256,2062997.616,493399.3767,12,1.134877086,264.4506531,288.184967,101407.2031,0.002369686,241.9085846,-2.03041e-05,68.49415588,-1.129553437,0.109795034,0.780192792,2259,136,train 1237A,121.554,29.8906,20170601,36.43098592,3798,7697,2364059.258,308395.8557,7,0.551451266,252.7306824,290.0628967,101696.5938,0.003170814,379.0813904,-3.67703e-05,78.41760254,-0.526585698,0.163725451,0.575511158,2035,202,train 1998A,119.18,31.955,20170601,40.82033426,3467,7317,2097242.258,492509.33,18,1.116225839,263.0058594,288.173584,101250.7188,0.002309939,245.8154907,-1.82775e-05,69.60277557,-1.107913852,0.135967433,0.763398349,2898,797,train 1638A,117.2852,34.7837,20170601,60.64944134,3015,7014,1859415.879,784826.8558,70,1.242194533,242.221283,287.3563232,100902.8359,0.001318938,210.5931702,-2.32299e-05,61.3789444,-1.099018335,0.578969836,0.798897803,3443,482,train 1206A,119.9,32.4867,20170601,45.3875,3382,7432,2142405.827,569738.2548,6,0.998357356,258.7586365,287.8560181,101693.25,0.002617253,254.0509644,-1.39746e-05,69.46192932,-0.979195654,0.194661826,0.75205183,2809,176,train 2875A,115.7838889,32.88922222,20170601,52.57485876,3318,6773,1783954.79,534471.8449,30,0.868269563,253.1006317,288.2595215,101349.4453,0.002169428,197.4543915,-1.31282e-05,64.82080841,-0.830765426,0.252429962,0.845551133,3456,1342,train 3027A,104.7228,29.33972,20170601,66.02941176,3886,5004,881261.7871,-34748.53284,343,0.75069207,176.1659393,291.6412354,97262.84375,0.001059401,149.9949493,-1.27434e-05,72.82115936,0.05026428,-0.749007404,1.010713696,4061,1389,train 2357A,116.9622,28.095,20170601,29.73167155,4085,6962,2009954.53,-63.7984271,103,0.704508424,315.2539673,291.3725281,99849.65625,0.002567314,174.3397827,-1.33984e-05,72.72041321,-0.495984375,-0.500331461,0.588622689,6087,1007,train 1746A,118.8789,42.2556,20170601,23.22576177,1819,7269,1771153.982,1698173.765,586,1.231915832,77.69317627,279.3052063,93901.78906,0.000665481,276.4822083,-4.11452e-06,44.82976913,1.203596115,0.262626946,0.446661711,2288,569,train 2229A,125.9361,41.7156,20170601,31.46935933,1906,8398,2299706.172,1780880.442,405,0.580253839,12.05024624,276.1308594,95285.48438,0.001152153,218.7411346,-6.106e-06,71.61966705,0.12113589,0.567468643,0.49320814,2193,890,train 1894A,105.4436,28.9026,20170601,45.04634831,3956,5119,951850.5145,-79540.99998,250,0.456011117,336.5304565,292.0223694,97839.39844,0.001261711,147.2907257,-1.27689e-05,73.49526978,-0.181645274,-0.418271601,1.058086872,2653,701,train 2440A,112.1969,30.9892,20170601,50.80113636,3622,6199,1519136.269,251053.8244,115,0.597231746,349.0828857,289.147583,100350.4141,0.001979621,228.3972473,-2.0839e-05,71.47092438,-0.113159917,-0.586413324,0.821234822,3129,1078,train 1844A,112.2551,30.3175,20170601,53.66573816,3729,6209,1538204.51,173167.0828,33,0.720575333,305.1057739,289.8209534,101190.7031,0.002286069,238.6536102,-2.7592e-05,69.07542419,-0.589523315,-0.414356261,0.828312814,2156,660,train 1143A,121.467,31.3008,20170601,38.97262248,3572,7683,2311805.803,468209.5881,7,1.101606488,262.9876404,288.9433899,101649.1719,0.001934772,358.8995972,-3.26369e-05,75.54244995,-1.093360543,0.134534463,0.64725107,2577,124,train 1078A,114.5261,37.0533,20170601,69.78910615,2652,6572,1578246.806,1005016.69,66,0.719194293,48.03390503,286.7686768,100496.375,0.000814298,169.0746307,-9.01153e-06,51.70103073,0.534738362,0.480931759,0.80171752,2787,64,train 1072A,116.8584,38.3254,20170601,47.80055402,2448,6945,1729712.705,1195425.204,10,1.189601421,203.3277283,285.6799927,101562.4922,0.000925066,180.3520813,-9.42188e-06,50.51550293,-0.471057355,1.092362881,0.839398623,2171,58,train 1828A,113.227,35.213,20170601,66.43888889,2946,6364,1515586.916,765860.683,102,0.963361323,324.8134155,287.5132141,99225.22656,0.000885309,145.1372833,-8.28708e-06,56.22066879,-0.555186868,-0.787294447,0.763045132,2691,645,train 2645A,109.9154,33.8715,20170601,33.87955182,3161,5834,1267040.371,559489.4658,724,0.164359972,227.1846161,284.2695007,90260.85156,0.001798143,138.1898346,-5.02428e-06,68.89324951,-0.120563127,0.111708246,0.597771883,4581,1262,train 1433A,104.079,30.5706,20170601,54.24512535,3689,4901,809584.4984,105316.6191,479,1.07012248,169.3012695,290.6941528,96100.97656,0.001375646,167.7062378,-1.29388e-05,70.48048401,0.198754206,-1.051503181,0.832762837,2438,364,train 2431A,110.8839,32.5714,20170601,48.0027933,3369,5989,1373752.005,418251.389,248,0.580401182,241.1729584,287.3545227,95840.13281,0.001763977,148.6104889,-1.01526e-05,72.73914337,-0.508468628,0.279866427,0.770895362,5460,1069,train 1622A,116.3061,37.4664,20170601,54.98997135,2585,6857,1709166.373,1083860.779,22,1.134077907,212.0407715,286.4750061,101410.1172,0.000888311,199.1997528,-1.10325e-05,50.6620903,-0.60163784,0.961334705,0.859624803,2239,468,train 1453A,102.722,25.0405,20170601,33.50415512,4574,4684,740018.9827,-554785.3846,1899,1.326483846,1.658877015,288.2658997,80642.44531,0.00307915,358.1446838,-2.54506e-05,71.05016327,0.038398266,1.325927973,0.289167106,2120,381,train 2671A,100.9048,36.9639,20170601,26.02222222,2666,4393,480788.5372,851288.3369,3106,0.915762842,296.2992859,274.8508911,69149.08594,0.001014638,256.7167969,-9.30309e-06,57.09166718,-0.820998371,-0.405688673,0.153272375,2583,1285,train 2378A,116.3598,27.9639,20170601,40.7367688,4106,6866,1959043.313,-27323.7482,49,0.924904525,337.7368774,291.8118286,100828.7266,0.002288705,219.0309601,-1.71615e-05,71.5124588,-0.350479454,-0.855927885,0.6301018,2735,1028,train 1061A,114.904,40.8725,20170601,29.97752809,2040,6633,1514805.616,1466735.845,902,1.004780173,341.3278198,278.6998596,89477.35938,0.00080777,216.4284363,-3.59591e-06,49.69035339,-0.321762592,-0.9518677,0.478150576,3146,48,train 2446A,114.9028,30.4742,20170601,45.7019774,3704,6632,1767463.563,236027.3531,28,0.874299526,281.6670532,290.2140808,101286.7734,0.002518509,184.4016876,-2.7816e-05,68.80151367,-0.8562451,-0.176759914,0.767791569,3374,1082,train 1752A,122.9481,41.0833,20170601,33.61173184,2007,7920,2105634.975,1640031.91,30,0.986440301,194.9032288,281.3385315,100941.7578,0.001004585,275.0236511,-8.00317e-06,52.10451889,-0.253692627,0.953259945,0.578601956,2566,574,train 2160A,112.85,35.5051,20170601,58.35552408,2899,6304,1478211.651,794820.4104,732,0.480250508,251.0019531,284.1273499,92393.85156,0.00100591,171.7619171,-6.0896e-06,59.91003418,-0.45408538,0.156355411,0.656301141,2082,827,train 2642A,109.0311,32.6778,20170601,38.88285714,3352,5693,1212856.659,406474.2512,359,0.615920663,292.7368164,289.1119995,96151.72656,0.001729907,143.3545532,-5.33541e-06,69.22299194,-0.568071246,-0.238019526,0.638497293,4239,1259,train 1807A,116.0628,29.6926,20170601,42.53107345,3829,6818,1888706.112,166694.1596,27,0.911483943,308.1764526,290.0635376,100628.6328,0.003166914,242.4742432,-3.75787e-05,74.32828522,-0.716564715,-0.56332761,0.698226511,4904,627,train 1245A,120.671,28.0167,20170601,37.0042735,4097,7555,2344583.803,73156.71662,10,0.680588126,326.0200806,290.4649658,100236.5234,0.002726603,271.0088806,-3.65989e-05,80.72190857,-0.38042447,-0.564338028,0.527247071,2176,209,train 1494A,87.6432,43.831,20170601,57.57374631,1567,2271,-536135.2363,1694878.7,845,0.547886729,189.1998138,282.1436768,90821.0625,0.000453023,149.0643768,-1.04041e-05,48.50119781,-0.087592579,0.540839553,0.237886757,2404,418,train 1670A,113.5593889,24.81119444,20170601,36.51396648,4610,6417,1774872.706,-442465.1156,83,0.119470909,359.6052246,293.1229858,99516.77344,0.002608585,153.9846191,-1.02474e-05,75.82808685,-0.000834516,-0.119467996,0.555465877,5077,506,train 1305A,117.049,36.6622,20170601,60.01311953,2714,6976,1789487.122,1001877.217,70,1.212028265,210.7757874,286.2530212,100425.4453,0.001072094,191.897171,-1.16187e-05,56.64222717,-0.620153904,1.041355729,0.823446095,2168,257,train 2234A,124.8528,45.1642,20170601,29.24404762,1354,8224,2095364.912,2158961.83,134,1.174448133,39.40567017,277.6005249,99854.25,0.000732931,253.9140167,-1.00994e-05,55.38992691,0.745529532,0.907476842,0.386989623,2067,895,train 2273A,117.4186,32.8913,20170601,42.02521008,3317,7035,1921859.316,565542.2786,22,1.08006537,249.8610992,288.0968018,101385.8906,0.002272437,229.8716583,-1.72625e-05,66.68421936,-1.014017582,0.371899992,0.801276863,3070,931,train 1106A,123.3997,41.7972,20170601,38.97206704,1893,7992,2113838.332,1733441.871,47,0.822690725,3.805352211,280.7196655,101090.9219,0.001108439,278.0549927,-8.64848e-06,50.32461929,0.054598246,0.820877016,0.575678408,1586,90,train 2859A,117.3747,38.9846,20170601,51.10339943,2343,7028,1751754.021,1282790.406,3,1.112664461,192.0211639,285.3530273,101689.2578,0.000774209,212.4254608,-2.77708e-05,51.2142067,-0.231730625,1.088266015,0.822022617,2420,1330,train 2881A,107.8908333,26.53111111,20170601,30.87146893,4335,5511,1210293.509,-330113.2005,708,0.814464152,251.6021118,288.3283386,91529.28125,0.002565846,282.5541687,-9.58085e-06,81.12774658,-0.772825539,0.257084638,0.597933412,3818,1347,train 2576A,104.8,26.5892,20170601,39.79665738,4326,5016,920538.8457,-356861.0601,1898,0.80696398,238.3761902,284.5499268,79875.05469,0.002609261,228.9575958,-6.40407e-06,83.24412537,-0.687124491,0.423143864,0.524140358,5011,1202,train 1365A,114.297,22.5978,20170601,26.13927577,4964,6536,1894547.138,-680328.9711,37,1.384451747,267.8066101,294.9591064,100468.9844,0.002803015,311.1329346,-5.13332e-05,80.80823517,-1.383435011,0.053048849,0.479024351,5256,305,train 1827A,113.261,35.235,20170601,66.46751412,2942,6370,1517890.406,768997.293,111,0.990185797,328.6016846,287.3854675,98972.5625,0.000908851,142.3688507,-7.82803e-06,56.18889618,-0.515935719,-0.845149815,0.763349831,2266,644,train 2545A,106.6271,30.4663,20170601,43.66944444,3705,5308,1037322.98,116913.9154,302,0.967691362,315.3991394,291.2513733,97757.6875,0.001608984,116.0142212,-8.69052e-06,75.70404816,-0.679525912,-0.688963771,0.879355848,3975,1175,train 1040A,118.1838,39.65782,20170601,55.8933518,2235,7157,1794761.495,1377245.09,23,0.657153845,194.4245148,284.01828,101379.8984,0.000741303,182.249054,-8.86001e-06,51.90407562,-0.163695231,0.636439383,0.798998117,2073,30,train 2192A,119.7594,49.2261,20170601,15.27361111,704,7409,1622193.781,2541301.901,609,1.036782622,65.64511108,271.9096375,93871.0,0.000566243,219.2879181,-5.26977e-06,64.62444305,0.944503486,0.427587777,0.167937577,1582,856,train 1675A,116.7244,23.3633,20170601,19.99022346,4842,6924,2109811.824,-544404.5089,8,2.15453577,283.184082,294.9730835,101148.1875,0.00205156,354.6831665,-6.70754e-05,80.52487946,-2.097773314,-0.491295993,0.416325361,2540,511,train 1718A,115.42277,35.248889,20170601,58.11235955,2940,6716,1694779.584,805984.7651,52,0.824534595,221.7895813,287.816803,101052.4141,0.000894984,199.6607361,-1.06523e-05,56.91238022,-0.549454033,0.614782512,0.85853982,2606,544,train 2241A,130.9817,45.305,20170601,30.75431034,1331,9205,2501708.433,2318687.254,187,1.257111549,79.94828033,274.7881165,97830.67188,0.000958537,297.3721619,-5.73697e-06,69.0633316,1.237806559,0.219463632,0.382986218,2260,902,train 1191A,120.242,31.5031,20170601,45.41292135,3540,7487,2201090.755,463407.8035,29,1.685083747,264.2542114,289.5232239,101495.2813,0.00179221,346.645813,-6.75683e-05,69.94046783,-1.676610351,0.168775275,0.731709003,2664,165,train 2244A,130.2659,47.3349,20170601,25.09206799,1006,9091,2366724.865,2533591.381,175,1.221241355,104.8328629,273.7519226,99180.70313,0.000927327,220.5894012,-5.78453e-06,67.42763519,1.180562496,-0.312574446,0.344137907,1992,905,train 2348A,113.8381,27.6428,20170601,47.81111111,4157,6462,1738009.036,-111831.6523,110,0.581751823,274.9484558,291.0979614,99508.1875,0.003082481,146.3523254,-9.54312e-06,76.04020691,-0.57958591,-0.050153375,0.714989543,3517,998,train 1225A,119.026,29.635,20170601,27.02982955,3838,7292,2151091.514,220953.5708,107,0.933353901,307.5400391,290.1485596,98938.8125,0.003128674,222.3942871,-3.03939e-05,76.96091461,-0.740119576,-0.568658531,0.615735173,3370,192,train 2222A,120.4247,41.5647,20170601,24.74857955,1930,7516,1904943.761,1645223.172,174,0.690934122,73.25019836,281.1590881,98347.17969,0.000724837,285.9662476,-4.88964e-06,48.51923752,0.661611915,0.199147254,0.549625516,2409,883,train 1257A,121.377,28.5773,20170601,31.56478873,4008,7668,2389968.264,154068.1304,18,0.435178995,353.5023193,290.5466919,101017.8828,0.002394292,362.4503174,-1.84752e-05,78.30812073,-0.049285013,-0.432379186,0.528689265,3127,217,train 2257A,130.3258,46.7975,20170601,32.52089136,1092,9100,2393740.876,2473387.084,82,1.275984049,56.74259949,274.4707336,99962.53906,0.000727686,212.4485016,-8.81381e-06,65.11225891,1.066976905,0.699782431,0.368902326,2114,918,train 1988A,120.953,31.388,20170601,37.71892655,3558,7600,2265250.898,466282.3172,7,1.137174726,267.0893555,288.7775879,101679.2344,0.001807365,312.8594055,-2.10617e-05,73.59786987,-1.135705113,0.057795018,0.700797856,2947,788,train 2223A,120.3939,41.615,20170601,24.47443182,1922,7511,1901115.832,1650572.614,216,0.714353502,83.97556305,280.9645386,98080.49219,0.000739415,288.8837891,-4.82522e-06,48.55553055,0.710405052,0.075003989,0.529945552,3401,884,train 1928A,109.4824,36.5767,20170601,30.72346369,2728,5765,1182542.689,877195.1303,1032,0.552359939,19.38192558,283.0561523,88555.74219,0.0009655,208.5716553,-8.02693e-06,54.06606674,0.183303073,0.521058083,0.439019591,3658,732,train 2277A,116.8028,32.7639,20170601,56.22284123,3338,6936,1873314.827,538750.1656,23,1.061765194,255.7071533,288.4064941,101381.6016,0.002212979,218.6503754,-2.04683e-05,65.74108887,-1.028889656,0.26216647,0.798549533,4314,934,train 2519A,109.2131,23.7208,20170601,38.19806094,4785,5722,1380833.326,-637169.8023,84,0.755312443,308.4341431,293.9679565,99768.76563,0.003375312,279.06427,-1.71357e-05,76.25611877,-0.591684639,-0.469474316,0.567354083,3973,1151,train 1654A,116.5856,35.4144,20170601,52.05196629,2914,6902,1785404.351,846121.2426,40,0.990174472,224.2931976,287.5345154,101232.5391,0.000872542,189.5454254,-1.36452e-05,57.07492828,-0.691452742,0.708758473,0.846585035,2235,493,train 2269A,124.1303,50.4217,20170601,13.39714286,513,8109,1858087.728,2759444.859,391,0.837508917,114.0418091,271.9159241,95981.82813,0.000772871,230.3892365,-4.59441e-06,65.73883057,0.764873624,-0.341158956,0.189137638,2437,927,train 2182A,112.7003,38.4928,20170601,49.83427762,2421,6280,1401015.904,1149133.403,787,0.414336711,83.73331451,282.8284607,91582.14844,0.001129076,99.84103394,-2.58591e-06,52.49736786,0.411858946,0.045245245,0.477023661,2745,847,train 1449A,102.743,25.0124,20170601,30.86350975,4578,4687,742285.0596,-557891.1583,1898,1.317375302,1.720041633,288.3932495,80864.21094,0.003044849,358.9023743,-2.74211e-05,71.48313904,0.039538663,1.316781759,0.288654119,2603,377,train 2385A,114.17,35.9019,20170601,56.75702247,2836,6515,1576879.685,862483.1652,183,0.735497415,72.12950134,286.5694885,98192.35156,0.000848313,180.3030243,-9.05837e-06,56.39939117,0.700003147,0.225725532,0.781967044,3663,1035,train 1686A,111.0286,21.4689,20170601,20.53975535,5145,6013,1597876.796,-866079.9479,10,2.114904881,261.5062256,296.0270996,101157.7344,0.002491188,339.5609741,-3.8719e-05,80.32311249,-2.091695547,0.312462777,0.447047234,4687,519,train 1185A,119.404,32.41,20170601,43.72058824,3394,7353,2102879.537,550119.7312,12,1.06448853,258.0456543,288.1752625,101605.5938,0.002589911,259.0968933,-1.95293e-05,69.16434479,-1.041394114,0.220531493,0.78359437,3254,160,train 2433A,112.1392,32.0564,20170601,60.23389356,3451,6190,1491962.723,375735.673,70,0.629749417,208.0970306,288.6974792,100407.5781,0.001739104,228.0433807,-1.65933e-05,67.7873764,-0.296582639,0.555538535,0.838002741,2331,1071,train 2306A,116.989,33.63063889,20170601,60.00277008,3199,6966,1865943.444,643822.9068,30,1.065565586,248.1517181,287.8557739,101392.4453,0.002117346,206.4594116,-1.2848e-05,64.02980804,-0.989014804,0.396585107,0.803293347,2738,962,train 1760A,123.7117,41.8417,20170601,31.18296089,1885,8042,2134832.2,1745401.718,63,0.873235941,183.675354,280.4032593,100545.0,0.001139717,274.9641113,-8.72034e-06,52.91415787,-0.055975433,0.871440053,0.541828632,3277,582,train 1692A,116.1248,24.2654,20170601,28.63611111,4698,6828,2030189.843,-454965.8425,100,0.282169163,269.8446045,293.9444885,98899.23438,0.001918752,188.7090302,-1.22029e-05,73.30332947,-0.28216809,0.000778423,0.460862756,3725,525,train 1870A,109.4883,24.3898,20170601,38.23142857,4678,5766,1395974.277,-556490.9868,129,0.579104185,335.2332153,293.5350342,99628.05469,0.003629879,262.7426147,-1.98217e-05,75.74874115,-0.24264355,-0.525819182,0.56593293,5763,680,train 3016A,106.5506,29.41569,20170601,31.64325843,3874,5296,1045171.511,-7873.566677,300,0.622029364,303.2274475,291.6806641,97423.89063,0.001409797,127.8334885,-1.01129e-05,73.31949615,-0.520350337,-0.340816736,0.957148075,3611,1382,train 1600A,124.3303,40.0625,20170601,23.85451977,2170,8141,2243394.662,1551222.956,8,0.52090621,356.5179749,280.8227539,101060.0938,0.00106907,245.6591339,-2.0069e-05,62.83757019,-0.031684052,-0.519941688,0.578290164,2695,448,train 1184A,119.46,32.3878,20170601,47.79369628,3398,7362,2108260.386,548741.6146,8,1.05290091,258.3102112,288.1564331,101634.5703,0.002593438,259.0297241,-1.97964e-05,69.10820007,-1.03105402,0.213372678,0.775831461,2278,159,train 1593A,109.7736,39.5986,20170601,19.47191011,2244,5812,1151108.526,1244003.007,1301,0.902215958,67.47734833,280.8291626,86628.10156,0.000764764,247.8950043,-9.23819e-06,46.57600403,0.833390296,0.345621586,0.394631475,2924,442,train 2343A,117.2111,29.2958,20170601,34.08831909,3893,7002,2000512.131,143480.0321,45,1.121008873,309.9274292,290.6206055,100389.0391,0.003018231,199.5610199,-1.44461e-05,70.49576569,-0.859702587,-0.719425082,0.613310575,2369,993,train 2537A,103.7506,29.6007,20170601,49.0491573,3844,4848,790635.4219,-12196.30162,370,0.896206439,115.0095749,291.2340393,96581.35938,0.000973635,136.1267548,-1.26079e-05,70.75499725,0.812198043,-0.378840804,0.891406178,3620,1169,train 2401A,114.014,33.581,20170601,57.82033426,3207,6490,1618049.869,585235.6409,64,0.604690909,230.1258392,288.1955566,100990.8438,0.001532016,202.8228149,-1.26416e-05,62.36314392,-0.464062721,0.387681454,0.871405423,2491,1048,train 2885A,104.9338889,33.38256667,20170601,22.50144092,3239,5037,851610.3655,447422.7774,1090,0.284801185,233.5663452,282.5770874,82749.35938,0.001501449,160.591095,-3.29327e-06,74.18119812,-0.229130715,0.169147357,0.483033061,3577,1351,train 2461A,112.5664,26.9056,20170601,43.28072626,4275,6259,1637400.92,-218910.4282,70,0.989563704,344.5756226,291.9215698,100656.25,0.002402707,261.8601685,-1.67903e-05,71.24905396,-0.263271928,-0.953899503,0.745803177,2573,1097,train 1637A,117.5564,34.864,20170601,51.03221289,3002,7057,1879442.789,799424.9154,73,1.006241918,248.7110291,286.8347168,100420.9766,0.001372134,207.3903198,-1.34282e-05,63.67664719,-0.937564194,0.365371346,0.782929778,2015,481,train 2008A,121.173,31.896,20170601,35.22303207,3477,7636,2268015.755,529952.9627,6,1.146961451,261.8303833,288.6109009,101705.7188,0.001996979,340.2286682,-3.29384e-05,74.13921356,-1.135314941,0.163035393,0.676090777,2852,807,train 2613A,100.8017,22.0225,20170601,16.5130814,5056,4376,576852.8202,-916131.1954,588,0.533723414,183.1256561,294.4959717,91786.125,0.003031315,63.74806976,-4.32574e-06,78.04306793,-0.029100992,0.53292948,0.290002406,5283,1233,train 2288A,117.7442,30.8811,20170601,54.68333333,3639,7087,2004438.163,337913.5863,10,0.908958256,285.6149902,289.2581482,101129.5469,0.002074852,216.1066284,-2.32347e-05,71.13631439,-0.875423789,-0.244618595,0.734851301,2433,945,train 1266A,118.855,28.9745,20170601,35.13927577,3944,7265,2154909.456,141213.0527,69,1.071379662,297.3466797,290.718811,100258.25,0.002598091,196.5460205,-1.09849e-05,74.32008362,-0.951675415,-0.49210608,0.599039555,4201,222,train 2075A,117.6336,24.4674,20170601,27.59357542,4665,7069,2167348.216,-399847.8234,48,0.607177198,243.053009,293.5982971,99639.15625,0.002187408,195.939743,-1.14019e-05,77.71063995,-0.541244745,0.275169551,0.421488822,5669,826,train 2641A,109.7336,38.2478,20170601,31.4501385,2460,5805,1172590.359,1080873.112,1077,0.480805486,185.7622528,283.2600708,88845.25,0.000757291,251.2440643,-1.12471e-05,47.92235184,-0.048271891,0.47837615,0.413436711,2091,1258,train 1667A,118.5857,37.4442,20170601,50.74328358,2589,7222,1889324.677,1122979.022,3,1.018675447,225.4268494,285.8803406,101704.1953,0.000712919,230.8400879,-2.55836e-05,53.74921417,-0.725641906,0.714942992,0.759936035,2616,504,train 2884A,98.26722222,39.79777778,20170601,28.45014245,2212,3971,254677.8959,1185827.251,1661,0.955782592,22.65673256,282.5832214,82448.83594,0.000198261,212.5974121,-5.90146e-06,36.83179092,0.36816597,0.882028401,0.230003744,1354,1350,train 1831A,113.3064,33.7214,20170601,58.5933908,3185,6377,1555418.855,590391.5317,90,0.219197765,194.7049561,287.9946594,100231.4063,0.001297471,212.3942261,-1.3317e-05,62.12262726,-0.0556399,0.212018535,0.856111765,2791,648,train 1325A,114.3672,30.5719,20170601,48.38636364,3689,6547,1718247.761,237929.3792,27,1.092125654,301.0447998,290.1140747,101302.6563,0.002541434,210.8522339,-3.45589e-05,68.97547913,-0.935729384,-0.563159823,0.805538952,2250,272,train 3010A,119.8914,31.7897,20170601,45.79469274,3494,7431,2162594.618,488770.7379,5,1.137468576,261.3164063,288.6162109,101638.4922,0.001969435,276.2714539,-2.7076e-05,69.65171051,-1.124422789,0.171779439,0.753919244,2890,1378,train 2018A,121.989,39.625,20170601,30.40555556,2240,7766,2083519.771,1448477.073,121,0.23139587,257.2958679,282.3086548,100666.1953,0.000669331,267.568512,-1.1178e-05,60.92406845,-0.225728974,0.050896782,0.608800173,3248,814,train 2549A,107.525,31.215,20170601,46.16016713,3586,5452,1105665.611,215282.1312,373,0.857059181,317.5628052,289.9786987,95774.11719,0.002023846,85.8718338,-7.32727e-06,75.26950073,-0.578372598,-0.632483721,0.713810086,3462,1178,train 1735A,111.5169,36.0822,20170601,78.88718663,2807,6091,1357218.381,844333.2562,453,0.339239419,77.31710815,285.9347534,94772.69531,0.000865237,138.6897125,-6.38313e-06,53.3003273,0.330959052,0.074494846,0.551361203,1854,558,train 2626A,88.8876,29.2718,20170601,13.47058824,3897,2470,-555067.7734,-69167.1786,3842,0.780289173,182.8169098,281.6560974,62330.64453,0.000841066,655.4854736,-6.74866e-06,31.11416054,-0.03834578,0.779346406,0.083929546,1750,1245,train 2422A,113.996,32.996,20170601,53.78888889,3301,6487,1630040.402,515965.1359,90,0.423445433,214.9379272,287.9627075,100513.7266,0.001494916,208.5143738,-1.68843e-05,65.9642868,-0.242496118,0.347133487,0.880611956,2779,1061,train 2515A,111.5622,24.4072,20170601,38.43194444,4675,6098,1593683.234,-522942.4603,111,0.656982064,307.0863953,292.6877441,99128.78906,0.002775051,159.1306458,-9.74129e-06,79.06266785,-0.524118423,-0.396137983,0.571112871,3127,1147,train 2907A,120.1844,30.8596,20170601,41.06022409,3643,7477,2215647.506,387830.368,2,1.153352976,270.149231,289.3192749,101436.8516,0.002212252,304.4859314,-5.09218e-05,71.56728363,-1.153349161,-0.002950672,0.74265635,2796,1355,train 1586A,109.8104,40.6575,20170601,40.33005618,2075,5818,1134550.704,1372189.5,1066,0.637353778,345.0492249,281.608429,89070.15625,0.000407663,179.7046356,-6.04282e-06,39.34965134,-0.164482549,-0.615764022,0.419467777,1478,435,train 1943A,102.1725,38.5339,20170601,28.71587744,2415,4596,569928.9741,1048414.153,1518,0.404886276,65.9061203,283.4888611,83242.04688,0.000321092,305.331665,-5.61574e-06,33.73610687,0.369606078,0.165300488,0.252459645,1597,747,train 2379A,116.3574,28.0005,20170601,44.09887006,4100,6865,1957895.616,-23155.7597,40,0.970585465,337.4850159,291.8616028,100992.25,0.002289904,220.8904114,-1.77261e-05,71.11911774,-0.371733993,-0.896576822,0.62272191,2512,1029,train 1642A,121.2514,37.5639,20170601,29.87078652,2570,7648,2094184.019,1191090.863,5,0.763974726,28.81622696,284.8908081,101156.7578,0.000922345,394.3131409,-4.51789e-05,63.93867493,0.368227243,0.669377387,0.61305207,2518,486,train 1021A,117.307,39.0877,20170601,50.33704735,2326,7017,1743718.47,1293821.852,4,1.035703421,190.5746002,285.2901917,101639.6328,0.000789262,205.2225037,-2.32386e-05,50.41941071,-0.190062314,1.018114924,0.847042978,2347,16,train 1460A,90.9798,29.6588,20170601,31.98979592,3835,2805,-363330.7024,-33095.1173,3690,0.259432316,56.91983414,278.8786926,60728.98047,0.001382741,318.2589111,-4.05867e-06,39.96254349,0.217376187,0.141607627,0.085361913,2163,388,train 1412A,110.338,19.9969,20170601,18.88642659,5381,5902,1555734.147,-1043102.57,17,3.203410864,265.3181458,297.1684875,100737.7109,0.002318121,454.3805847,-8.14985e-05,82.31691742,-3.192710638,0.26161167,0.413349807,2986,348,train 2571A,102.3419,27.8094,20170601,19.32142857,4131,4623,679433.8398,-233920.2892,1621,0.475815624,232.3231812,288.2166138,80420.9375,0.002016616,192.4848633,-3.13899e-06,64.93786621,-0.376586407,0.290831894,0.26171729,3581,1197,train 1610A,120.8631,40.7736,20170601,32.87222222,2056,7586,1962190.546,1560442.15,22,0.926190615,60.43153,282.8128052,100720.5547,0.000592419,383.5965271,-5.67737e-05,53.74096298,0.805555463,0.457066149,0.616130948,2312,458,train 1605A,122.0539,41.0903,20170601,31.2005571,2006,7777,2039772.967,1621991.373,3,0.710598469,22.0561924,281.8742981,101726.3516,0.000900518,298.1155701,-1.40382e-05,51.4271698,0.266833514,0.658597052,0.59926194,2803,453,train 1819A,114.32,36.086,20170601,72.47486034,2806,6539,1584706.697,886751.6842,80,0.593100548,50.14426422,287.6363831,100365.9766,0.000715504,188.6518555,-9.78449e-06,53.93691635,0.455290079,0.380104244,0.786001444,2371,638,train 2345A,117.1558,29.2647,20170601,32.66713483,3898,6993,1996440.454,138762.0731,38,1.12102747,312.2519836,290.6610107,100390.0156,0.002971061,200.4817047,-1.46042e-05,69.81545258,-0.829830289,-0.753713727,0.621376097,3087,995,train 1688A,110.9067,21.6669,20170601,30.53888889,5113,5993,1582172.246,-845648.9609,18,1.438597679,256.0663147,295.6444397,100975.0938,0.003137077,258.7303162,-1.74419e-05,80.34757233,-1.396253467,0.346467406,0.46733588,3044,521,train 1373A,113.144,23.0467,20170601,35.05211268,4893,6351,1773170.865,-651000.6642,3,0.805814326,266.5808716,295.2511902,101253.2578,0.002834494,248.1858521,-2.49677e-05,72.13818359,-0.804377794,0.048094299,0.57229799,2413,311,train 1105A,123.478,41.7775,20170601,34.99164345,1896,8004,2120191.03,1732819.701,48,0.844963849,181.2673645,280.6740417,101021.7422,0.001120052,272.8754578,-8.53062e-06,50.82132339,-0.018687231,0.84475714,0.570454121,2136,89,train 2183A,111.1406,37.5211,20170601,61.23537604,2577,6030,1298047.234,1011322.568,954,0.98660177,245.8887939,282.6286316,88683.34375,0.000979714,164.5884552,-6.18655e-06,50.98200226,-0.900511265,0.403066337,0.450992316,2108,848,train 3054A,113.5922,35.28385,20170601,53.94444444,2935,6423,1543984.077,779955.4548,77,0.816206098,331.6189575,288.134613,100455.3359,0.000823945,154.0036469,-8.19638e-06,53.97286606,-0.388026088,-0.718072474,0.771944344,4917,1400,train 1442A,106.7487,26.6343,20170601,36.45365169,4319,5328,1102153.731,-331543.7583,1126,1.211054683,235.1846008,287.3961487,88331.59375,0.002090871,330.0420227,-9.97721e-06,82.95019531,-0.994251072,0.691460907,0.60751617,4617,371,train 2919A,116.7022,39.5453,20170601,42.37047354,2253,6920,1685006.475,1337645.963,17,0.673909307,2.468224525,285.3144226,101502.4922,0.001057976,185.0716858,-8.94603e-06,46.44060898,0.029021183,0.673284113,0.902606845,2707,1359,train 1927A,109.4761,36.6028,20170601,26.54378531,2724,5764,1181567.641,880248.3869,1021,0.542918265,22.19558907,283.1245117,88737.67969,0.000956122,208.0177002,-8.01058e-06,53.97742844,0.205092177,0.502690196,0.435377121,4066,731,train 1397A,112.427,23.0706,20170601,39.67086835,4889,6236,1703364.794,-660969.9043,11,0.714842439,273.4051514,294.5708923,100007.0938,0.002928441,217.0730438,-1.4898e-05,76.35643005,-0.713582397,-0.042424597,0.557553291,2688,335,train 1279A,117.124,31.8516,20170601,46.00277778,3484,6988,1924845.538,438399.7067,48,0.989542425,254.7271423,288.5857239,101174.5938,0.002205849,231.9657898,-1.56599e-05,67.79624176,-0.954584002,0.260698318,0.783483148,3027,235,train 1379A,113.3769,22.5211,20170601,35.20786517,4977,6388,1806938.948,-706334.5609,8,0.7892344,252.1611938,295.2304077,100930.3125,0.002965539,288.5749207,-3.50185e-05,76.49225616,-0.751280725,0.241802022,0.534883916,2621,317,train 1216A,120.156,33.3942,20170601,40.27158774,3237,7473,2136370.775,680713.2949,3,0.971421778,253.7582092,287.1174316,101747.5469,0.001986508,253.3945618,-1.10829e-05,69.67285919,-0.932641923,0.27173391,0.69635129,2607,185,train 1067A,116.6838,39.5178,20170601,45.49159664,2257,6917,1684335.023,1334059.153,17,0.669777513,3.102200031,285.3367004,101485.4297,0.001031511,185.1394653,-8.91056e-06,46.43391037,0.036245476,0.668796062,0.894027174,2826,54,train 2701A,79.9485,37.1152,20170601,103.977591,2642,1040,-1218690.365,948717.6981,1367,0.68871659,282.7757263,288.5829468,85202.42188,0.000135035,368.0710449,-1.06801e-05,27.22746468,-0.671674132,-0.152264252,0.25745061,1555,1314,train 2527A,105.7519,30.5797,20170601,43.79275362,3687,5168,958091.2047,121443.002,406,1.057799339,306.6527405,290.8927307,97096.875,0.001249612,157.0896759,-1.11881e-05,73.64533234,-0.848680079,-0.631412387,0.895123541,5085,1159,train 1140A,126.6206,45.6842,20170601,34.80031447,1271,8507,2195098.687,2258210.345,170,1.262706518,45.98751068,275.9935303,99663.23438,0.000727427,212.6598663,-6.71286e-06,61.62557983,0.908103049,0.877369165,0.421420425,2099,121,train 2317A,118.7386,30.9742,20170601,41.79551821,3624,7246,2087743.397,369412.9939,40,1.084605575,263.8908386,288.9046936,101213.7578,0.002142965,207.4211884,-1.4925e-05,70.8663559,-1.078441024,0.115473822,0.726809323,5005,972,train 1895A,105.4322,28.8558,20170601,41.88997214,3963,5117,951402.4495,-85159.84582,282,0.387345046,340.5147705,292.0029907,97728.45313,0.001255511,146.1122131,-1.26617e-05,73.33326721,-0.129234433,-0.365150183,1.061148047,2279,702,train 1926A,109.4131,36.6275,20170601,29.30351906,2720,5754,1176024.898,882454.1196,1065,0.513106167,26.9654789,283.0245667,88592.58594,0.000955282,207.8951721,-7.86441e-06,54.13394547,0.232663453,0.457324445,0.430976599,4455,730,train 1805A,115.988,29.7292,20170601,44.39612188,3823,6806,1881180.107,169505.7469,20,0.983640432,301.3703613,290.109436,100903.8906,0.003133138,237.3299103,-3.41341e-05,74.67681122,-0.839884281,-0.511998951,0.694528759,1122,625,train 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2231A,126.4047,41.9206,20170601,37.63445378,1873,8473,2325477.778,1815731.35,483,0.638025701,38.32817841,275.3294067,94093.1875,0.001317453,219.3965302,-6.41946e-06,75.4845047,0.395671278,0.500520766,0.484874249,2585,892,train 2661A,107.6406,35.5236,20170601,34.47075209,2896,5470,1049397.806,730011.7629,1243,0.38339141,201.7560425,283.8739624,88018.35156,0.000989846,212.3048401,-8.45937e-06,57.24524689,-0.142102063,0.356084228,0.465678811,4304,1277,train 1879A,104.7536,31.4539,20170601,50.954039,3547,5009,859107.6298,215917.4862,464,0.557541311,332.9430237,290.3952026,95466.24219,0.000919416,147.4331512,-1.09503e-05,65.92232513,-0.25365144,-0.496500999,0.743232012,2822,687,train 1596A,122.2414,40.6592,20170601,31.50138504,2075,7807,2067961.719,1575242.607,1,0.813817263,182.8146057,282.6120605,101509.6641,0.000811613,336.5118713,-4.39507e-05,53.1151886,-0.039959826,0.812835574,0.604075789,1852,445,train 2591A,107.9783,26.5747,20170601,35.51815642,4328,5525,1217784.639,-323964.4079,746,0.927642524,252.3674622,288.3153992,91816.09375,0.002453703,278.0741272,-9.40635e-06,81.15408325,-0.88405025,0.281026185,0.612250686,3241,1213,train 2400A,114.005,33.568,20170601,57.45111732,3209,6489,1617594.03,583553.4408,63,0.599766433,230.0953522,288.1923523,100976.1797,0.001530092,202.7896423,-1.26347e-05,62.42100525,-0.460078746,0.384769142,0.878447533,2899,1047,train 2486A,110.0394,27.583,20170601,43.59749304,4167,5854,1391705.797,-179277.5061,245,0.654066324,331.0610352,290.0429993,96968.82031,0.002474641,190.9025726,-1.07707e-05,74.5614624,-0.316532493,-0.572372198,0.704614043,3605,1122,train 1123A,125.325,43.8694,20170601,31.45596591,1561,8300,2175657.624,2017923.138,213,1.338708639,44.75065613,277.7271729,99009.95313,0.001105189,266.1532593,-1.10318e-05,59.51631165,0.942459583,0.950742185,0.468061507,2501,105,train 1306A,116.734,36.5336,20170601,58.35446686,2735,6925,1767762.844,980973.837,54,1.20902586,220.7306366,286.5935059,100878.5391,0.001072886,194.0511932,-1.22342e-05,55.73442841,-0.788874686,0.91619885,0.819988012,3924,258,train 1655A,116.5546,35.4039,20170601,45.83753501,2915,6897,1783157.681,844319.8292,39,0.98013097,223.844635,287.5210876,101212.8984,0.000871087,189.5303802,-1.37445e-05,57.03695679,-0.678925931,0.706906199,0.83983016,2937,494,train 2396A,113.8331,34.0117,20170601,56.1302521,3138,6461,1592973.547,633144.2898,71,0.427094758,227.100708,288.0717468,100729.4531,0.001301751,206.8370514,-1.24399e-05,60.82209015,-0.3128618,0.29073602,0.864086032,2396,1044,train 1265A,118.871,28.9664,20170601,34.66526611,3945,7267,2156556.979,140633.1108,67,1.054400444,296.470459,290.7413025,100328.1797,0.002603298,195.1674347,-1.09417e-05,74.39060211,-0.943889797,-0.469927907,0.591825068,4123,221,train 1673A,113.5970833,24.68636111,20170601,38.7745098,4630,6424,1781167.704,-456052.303,73,0.2482678,321.5082397,293.0586548,99833.8125,0.002538019,169.159668,-1.0991e-05,76.30568695,-0.154536545,-0.194307387,0.56836319,4352,509,train 1630A,117.9776,37.393,20170601,53.84180791,2597,7124,1842956.917,1105386.618,10,0.798869312,223.704071,285.9798584,101615.7422,0.000819592,192.3296661,-1.05893e-05,52.04418182,-0.551952839,0.57752943,0.794043303,3406,474,train 1741A,113.6292,37.8531,20170601,53.93452381,2524,6429,1488341.014,1086319.293,657,0.784118831,73.47470856,282.404541,92413.99219,0.001054754,156.8799438,-4.92769e-06,61.30110931,0.751721799,0.223062009,0.612173796,2942,564,train 1762A,123.7528,41.3369,20170601,27.14763231,1966,8048,2155605.823,1687194.647,188,0.949497402,204.2605286,279.2185364,98945.27344,0.001130412,224.369873,-7.40622e-06,61.5226059,-0.390124828,0.865648866,0.532090425,3645,584,train 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2200A,122.0506,46.0703,20170601,10.9972067,1209,7776,1873748.392,2208821.153,274,1.342645407,104.9668427,277.0335388,97755.45313,0.000747596,296.205658,-6.4644e-06,51.87607956,1.297115564,-0.346681446,0.292271703,1937,861,train 1370A,113.299,22.2281,20170601,30.13276836,5024,6376,1805613.163,-740908.4287,6,1.303276181,264.6208801,295.6557617,101040.4297,0.0027672,355.4140625,-7.20109e-05,78.17297363,-1.297531486,0.122232631,0.494875938,2750,308,train 2292A,117.0331111,30.51197222,20170601,50.17827298,3698,6973,1952620.958,280751.2496,23,1.292113066,321.2965393,289.6859436,101143.6641,0.002599486,248.3855591,-2.92812e-05,70.27024078,-0.808018565,-1.008296609,0.734222114,3151,949,train 1053A,115.4713,38.9108,20170601,58.6801676,2354,6723,1606857.795,1241483.161,19,0.485465735,65.62568665,285.5649719,101177.1875,0.000996376,124.1079941,-7.84799e-06,47.35251236,0.442188799,0.200364783,0.861819804,2911,41,train 2524A,105.8242,32.4429,20170601,25.40529248,3389,5180,940035.7635,343400.9549,498,0.285548776,311.7120972,288.0372925,92960.02344,0.001397334,132.2037354,-7.74419e-06,71.5116272,-0.213174433,-0.189986229,0.635604799,3224,1156,train 2296A,118.3236,29.7207,20170601,23.60451977,3825,7180,2087015.85,215685.8742,134,0.603131711,282.677124,289.5024414,99637.6875,0.00325339,178.3028412,-8.82893e-06,76.61365509,-0.588435709,-0.13233006,0.614478946,3403,953,train 2480A,111.5992,26.4364,20170601,38.71856287,4350,6104,1557387.609,-288861.9773,106,0.595986187,321.8036194,291.7950134,99046.85938,0.001723871,260.6595459,-1.18115e-05,70.60904694,-0.368567437,-0.468356222,0.742161572,2982,1116,train 1801A,118.48,31.6928,20170601,42.37571429,3509,7205,2045128.167,447313.2434,15,1.165913343,270.4291077,288.6559448,101509.7422,0.002139366,238.0114441,-2.44669e-05,68.46792603,-1.165881038,-0.008677498,0.76921308,2441,621,train 1044A,119.6023,39.9567,20170601,38.59305556,2187,7384,1893305.169,1439250.091,16,0.535373449,127.8735886,282.9306641,100750.7813,0.000745355,246.7146149,-3.376e-05,58.48239899,0.422627807,-0.328649431,0.682995021,1835,33,train 1598A,122.215,40.6511,20170601,28.33286908,2076,7802,2066279.669,1573735.717,-5,0.805618107,181.1025543,282.6505127,101502.7969,0.000809575,352.1453552,-4.9582e-05,53.27906418,-0.015500654,0.805468976,0.609398842,2389,447,train 1288A,118.0636111,24.44583333,20170601,28.7359736,4669,7138,2208356.455,-392712.3158,0,1.776781678,308.0550537,293.8876038,100821.875,0.002047232,362.2870789,-6.81531e-05,79.16016388,-1.399144173,-1.095147967,0.379904926,1665,242,train 1129A,126.542,45.755,20170601,32.56527778,1259,8495,2187092.809,2264692.215,115,1.222982526,50.12163925,276.0447998,99902.85938,0.000711808,211.2042847,-6.9082e-06,61.15317154,0.93850559,0.784151495,0.401894063,2315,111,train 1148A,121.703,31.1907,20170601,36.71126761,3590,7720,2335439.812,461126.0509,4,1.371918678,263.9904785,289.4405212,101691.0469,0.001936592,437.2162781,-6.20038e-05,75.67650604,-1.364373088,0.143690243,0.614477754,3420,129,train 3025A,113.0472,23.63444,20170601,34.71169916,4799,6336,1751404.674,-585921.0227,13,0.708671927,310.3640137,294.385437,100601.8516,0.003207473,208.5917969,-1.59962e-05,74.40440369,-0.539999843,-0.458929271,0.57777518,4491,1387,train 1474A,109.043,34.3274,20170601,65.58142857,3088,5695,1185632.622,602908.8462,386,0.398665041,269.3773499,287.0744934,94991.1875,0.001129164,98.62310028,-7.41653e-06,61.93347168,-0.398641318,0.004350647,0.626205444,2799,402,train 1081A,112.522,37.8873,20170601,63.20200573,2518,6252,1400116.06,1074131.886,789,0.351269156,142.4073334,282.8933716,91141.88281,0.001105974,143.0342102,-5.57305e-06,52.66632462,0.214309961,-0.278318644,0.521944702,2009,67,train 2916A,117.49,30.66,20170601,55.51436782,3674,7046,1988409.075,307093.6487,15,0.965968251,294.2754211,289.4108887,100942.8672,0.002299375,223.0151367,-2.27122e-05,72.28826141,-0.880580425,-0.397080272,0.738209844,3015,1358,train 2628A,92.0657,31.4846,20170601,44.10614525,3543,2978,-258733.2706,180774.0212,4520,0.757283449,238.7271423,271.5436096,57251.09375,0.001244112,172.8322296,-4.68929e-06,55.47658539,-0.64724189,0.393136263,0.069626011,2302,1247,train 1790A,125.112,46.528,20170601,25.71428571,1136,8266,2062553.292,2323900.883,145,0.893705666,65.95240021,276.1199036,99694.01563,0.000782598,227.8874817,-1.46265e-05,60.30093384,0.816126168,0.364208668,0.342921376,1968,610,train 2663A,104.6228,35.5714,20170601,27.74789916,2889,4988,799228.8268,707363.7087,1939,0.987079501,217.6892548,279.9481506,79557.04688,0.000822836,245.6480865,-6.45643e-06,61.06822968,-0.603464186,0.781125367,0.323401719,2563,1279,train 2339A,119.5001,26.6946,20170601,30.51558074,4309,7368,2278312.815,-104917.8295,135,0.271472096,308.6144714,290.2366028,96781.14844,0.00383414,177.4463806,-1.50269e-05,84.67468262,-0.212129429,-0.169405431,0.441744655,5632,989,train 2552A,107.4611,31.2058,20170601,57.28272981,3587,5442,1100193.964,213475.6672,310,0.848661065,317.3516846,289.9820251,95774.72656,0.002005199,88.6242218,-7.62635e-06,75.16581726,-0.57500881,-0.624171853,0.728233457,2872,1181,train 2173A,112.7306,37.7111,20170601,57.2367688,2546,6285,1420447.114,1056057.217,806,0.472042054,250.9978027,283.4724731,91538.11719,0.00078821,151.3427124,-6.41289e-06,51.44772339,-0.446312994,0.153715312,0.519373357,2212,839,train 1650A,119.1425,36.7008,20170601,47.30812325,2708,7311,1954976.224,1046319.314,30,0.849948883,200.3027039,285.9971313,101320.0703,0.000794282,243.0031586,-1.1674e-05,58.43498993,-0.294906765,0.797146857,0.727613628,2469,490,train 1765A,123.7989,41.2692,20170601,27.25905292,1977,8056,2161353.316,1680284.484,308,0.814185798,207.383728,278.6672668,98296.72656,0.00115036,220.2493134,-6.77902e-06,63.97449875,-0.374472648,0.722958326,0.52306056,4624,587,train 2161A,112.835,35.4934,20170601,59.60277778,2901,6302,1477238.434,793203.7922,709,0.456651896,250.0981445,284.1417236,92362.33594,0.00100555,171.1280212,-6.06758e-06,59.78850555,-0.429373711,0.155464351,0.656714261,2156,828,train 2858A,117.7918,39.2474,20170601,53.30225989,2300,7095,1776467.147,1321453.878,1,1.060025454,181.5824432,285.2262573,101662.3359,0.000739276,239.0631866,-1.71198e-05,51.50098419,-0.029271942,1.059621215,0.814179659,2550,1329,train 2694A,82.0806,44.8969,20170601,34.93175487,1397,1381,-922558.0233,1866159.803,502,0.539366603,145.1879272,283.5654297,94906.82031,0.000621153,188.2937927,-1.24042e-05,54.69483185,0.307950377,-0.442812502,0.212994978,2184,1308,train 1979A,122.471,37.154,20170601,20.93626062,2635,7843,2202719.754,1169839.44,11,0.85059315,86.4906311,284.7306213,101133.1484,0.000863693,432.5138855,-5.31604e-05,68.90348053,0.848995745,0.052104175,0.560306191,2480,779,train 1097A,111.717,40.7612,20170601,35.41242938,2058,6123,1277130.917,1408091.765,1043,0.394788593,357.4675598,280.5509033,89054.10156,0.000661266,166.6556396,-4.61145e-06,42.33866882,-0.017479463,-0.394401431,0.402627587,2312,82,train 1724A,113.3444,40.0917,20170601,36.00139665,2165,6383,1415248.415,1349945.409,1063,0.945655406,94.06076813,280.2436523,88790.20313,0.000840312,169.8782806,-4.99748e-06,46.15485001,0.943284571,-0.066920348,0.446914136,2456,549,train 1700A,111.9508,21.8536,20170601,31.69088319,5084,6160,1681346.256,-807180.964,5,1.098488212,283.7192383,295.1897583,100760.6328,0.003157079,273.6459961,-2.29671e-05,79.90969849,-1.067161798,-0.260464817,0.473783463,3536,530,train 2210A,121.6722,42.0228,20170601,28.55070423,1856,7716,1981138.803,1723963.731,145,0.775674939,58.43053436,280.3300781,99311.96875,0.000841892,316.8934631,-5.48192e-06,51.4942131,0.660867512,0.406110436,0.527018189,2148,871,train 1302A,116.989,36.6872,20170601,52.91253644,2710,6966,1784026.664,1003740.994,29,1.221477866,211.414505,286.4693298,100837.375,0.001053725,193.8558197,-1.23915e-05,55.44024277,-0.636648774,1.04244256,0.820888877,2310,254,train 1201A,119.905,31.9108,20170601,48.17130919,3474,7433,2160118.712,503091.8008,5,1.084443688,261.1506653,288.4787903,101664.5547,0.002101663,271.9251709,-2.47128e-05,69.70951843,-1.071527839,0.166872069,0.763816118,3828,172,train 2709A,86.0497,44.2967,20170601,59.0518732,1493,2016,-646780.0982,1761339.292,488,0.712336481,40.37915039,284.3507385,95988.28906,0.000364158,181.8424683,-9.81711e-06,50.02946091,0.461470842,0.542649031,0.270531058,2662,1322,train 1075A,115.6426,37.7379,20170601,63.57938719,2542,6751,1649861.277,1104751.109,22,1.160543799,206.9411774,286.6635437,101373.5625,0.000767126,202.7361755,-1.1905e-05,49.30101013,-0.525799572,1.034599781,0.857527614,2870,61,train 2509A,110.1106,22.7019,20170601,33.85714286,4948,5866,1485396.624,-740524.3759,105,0.824321985,266.4427185,294.3353271,99915.39844,0.003302474,237.1069794,-1.24622e-05,80.89638519,-0.822731435,0.051182766,0.530209482,5456,1141,train 1646A,121.2611,37.4967,20170601,30.04441261,2581,7650,2097094.775,1183425.696,10,0.782544911,28.9070816,284.8276672,101138.5469,0.000936166,363.4239807,-3.54023e-05,64.66517639,0.378264666,0.685049176,0.612672925,2328,488,train 2600A,100.2203,26.8906,20170601,12.86505682,4278,4283,489060.2619,-354433.3281,2415,0.471450388,48.6860199,285.0585022,74047.82813,0.002575112,153.2482758,-4.40524e-06,64.28829193,0.354100049,0.311253309,0.188906804,3622,1221,train 2384A,117.9033,28.4303,20170601,43.17847025,4031,7113,2085404.22,58117.42673,85,0.781558394,295.7962341,291.1804504,99467.00781,0.002474272,139.7541656,-9.43432e-06,74.76644135,-0.703694344,-0.340070277,0.566145301,2604,1034,train 2283A,116.8067,33.8997,20170601,59.70949721,3156,6937,1843604.428,671952.2147,29,1.083043218,246.0786743,287.7176514,101262.5078,0.001905322,203.9851227,-1.25052e-05,63.25701141,-0.989998281,0.439187914,0.80707562,2992,940,train 1562A,113.0048,27.9153,20170601,42.26977401,4114,6329,1656158.618,-94667.55421,50,0.881071806,352.0388184,291.0776367,100592.6484,0.002660718,237.2675018,-1.77896e-05,72.21081543,-0.122107312,-0.872569382,0.77411443,3609,432,train 2688A,93.5128,42.8172,20170601,29.67156863,1729,3210,-110357.8242,1551468.552,754,1.335805416,166.1001587,287.5172119,92337.63281,5.72949e-05,214.7267303,-3.04096e-06,27.20458221,0.321005642,-1.296661735,0.250863791,2388,1302,train 2368A,114.9739,27.11,20170601,50.92039106,4242,6644,1854050.711,-152552.4451,61,0.84678787,323.9136353,292.3630371,100604.4375,0.002031853,255.932312,-1.71566e-05,70.83209229,-0.498811871,-0.684278011,0.630548894,3000,1018,train 2525A,105.8153,32.4246,20170601,25.12222222,3392,5178,939506.8442,341136.2273,512,0.273956329,315.311615,288.1926575,93271.0,0.001406247,133.4162598,-7.91306e-06,71.57542419,-0.192673549,-0.194753617,0.642330885,3241,1157,train 2563A,104.6289,30.1377,20170601,37.58725762,3758,4989,863507.493,58714.15621,368,0.777052164,299.7052612,291.2937622,96535.39063,0.000949055,194.6743011,-1.3389e-05,70.12590027,-0.674960375,-0.385017663,0.958182096,3643,1190,train 2004A,119.579,31.751,20170601,40.41620112,3500,7381,2137170.674,477453.741,7,1.135902643,262.5191956,288.5517273,101615.7422,0.002010187,262.2275391,-2.99028e-05,69.46572876,-1.126228213,0.14793545,0.760685444,2847,803,train 1056A,115.5214,38.8707,20170601,55.75207756,2361,6731,1611745.532,1237526.172,18,0.459951103,42.49386597,285.6372986,101214.4844,0.000986871,130.1126099,-8.39153e-06,46.66978836,0.310694754,0.339151561,0.877610922,2250,44,train 2868A,126.4738889,43.95305556,20170601,32.6299435,1548,8484,2252072.72,2053556.148,183,1.158568382,33.19928741,276.589447,98939.58594,0.00127056,226.4085236,-8.87201e-06,64.41370392,0.63436079,0.969467402,0.475748479,2790,1335,train 3034A,113.1076,41.0385,20170601,21.04899135,2014,6345,1376002.539,1460214.014,1403,1.501193643,95.51268768,277.3596497,85942.80469,0.000707332,272.0794067,-6.72817e-06,50.21829224,1.494257569,-0.144140452,0.384343177,1548,1392,train 1139A,126.6106,45.9819,20170601,34.13841808,1223,8506,2182889.844,2292608.284,123,1.129419446,56.13928223,275.8691101,99987.07031,0.000711028,206.6298523,-7.97826e-06,61.24607849,0.937845528,0.629312396,0.398237228,1854,120,train 1515A,113.135,27.8244,20170601,41.64623955,4128,6350,1669966.122,-103001.2096,47,0.791041613,349.5984192,291.2579346,100618.0156,0.002759503,225.3671722,-1.70918e-05,72.70252991,-0.142887458,-0.778029561,0.761198163,2493,425,train 1212A,118.989,33.6067,20170601,49.74859551,3203,7286,2033114.729,680705.1361,14,1.058212042,254.3706665,287.4717102,101595.4922,0.001689018,241.3416901,-1.88418e-05,66.0517807,-1.019073486,0.28513509,0.75478369,3783,181,train 2392A,115.031,35.763,20170601,59.26740947,2858,6653,1650143.246,860150.6617,54,0.785409331,210.4628754,287.7951355,101058.4141,0.000789856,205.6880798,-1.08127e-05,54.88176727,-0.398176134,0.676995993,0.860675335,2860,1041,train 2259A,130.3794,46.7588,20170601,31.27683616,1099,9109,2398885.91,2470254.72,103,1.280087352,52.23353577,274.6879883,99727.85938,0.000773934,218.6244812,-8.96756e-06,65.39828491,1.011905432,0.784009576,0.366232425,3165,920,train 2611A,104.2319,23.3892,20170601,19.89655172,4838,4925,902311.7993,-733176.9551,1268,1.384558082,199.8092651,288.7767029,85045.09375,0.002396623,247.1528625,-7.17614e-06,84.98868561,-0.469199568,1.302633047,0.376519203,3366,1231,train 2564A,104.6469,30.1142,20170601,39.93888889,3762,4991,865390.4311,56091.57696,366,0.761607051,298.7831726,291.2766113,96544.89063,0.000962269,192.5832977,-1.32437e-05,70.36664581,-0.66753149,-0.366670251,0.955630064,3194,1191,train 2207A,121.6178,41.9967,20170601,23.90422535,1861,7707,1978051.948,1719791.53,130,0.706633925,54.96004486,280.6085205,99944.10938,0.000831713,313.5397949,-5.3518e-06,51.6814537,0.578546345,0.405728489,0.522704482,2171,868,train 1404A,108.383,22.805,20170601,32.59722222,4931,5589,1315076.34,-753378.9954,122,1.107817054,251.6599121,294.4295959,100020.5703,0.002805531,268.0393066,-1.6175e-05,79.96898651,-1.051533222,0.348620832,0.548646629,3386,342,train 2382A,117.973,28.4459,20170601,38.90642458,4029,7124,2091207.617,61392.22791,89,0.773184597,306.6387024,291.2061768,99643.875,0.002532567,141.7419586,-9.32202e-06,75.07967377,-0.620444596,-0.461370707,0.577663779,3225,1032,train 2188A,106.7931,39.6572,20170601,38.36629526,2235,5335,919280.9964,1219681.008,1092,0.543146789,2.647675991,284.4393921,88238.41406,0.000260353,356.4842834,-6.02153e-06,33.2258606,0.02508869,0.542567015,0.360314876,620,852,train 1986A,120.635,31.17,20170601,41.06571429,3593,7550,2244844.685,433850.3587,5,1.482085824,270.870697,289.3474731,101636.8281,0.001796414,329.5151978,-5.46027e-05,72.47696686,-1.481915712,-0.022452137,0.71391201,2860,786,train 2375A,114.4011,27.8072,20170601,51.75623269,4131,6552,1785484.367,-82729.3662,97,0.670251131,271.5167236,291.1463013,100370.1172,0.003721028,167.1518555,-1.02825e-05,77.31668091,-0.670017123,-0.017709201,0.689414501,3329,1025,train 2883A,102.5381,24.339,20170601,22.35252809,4686,4654,728685.8193,-637533.3061,1658,1.268293262,0.765684068,288.8092041,81556.25,0.002286367,248.6258392,-9.29998e-06,71.25341034,0.016949164,1.268180013,0.293379486,3295,1349,train 1923A,109.0697,35.0697,20170601,43.21111111,2969,5699,1175094.025,691854.7145,857,0.784514368,350.9170532,284.3713074,90409.49219,0.001036449,147.5519409,-7.33708e-06,60.60102081,-0.123914666,-0.774666309,0.562015951,3927,727,train 2481A,111.5989,26.4519,20170601,38.40285714,4348,6104,1557054.226,-287075.5004,107,0.589670718,323.3930359,291.8050842,99112.42188,0.001756925,261.0776062,-1.18115e-05,70.55952454,-0.351668864,-0.473329216,0.739135087,2774,1117,train 1145A,121.536,31.2659,20170601,40.78813559,3578,7694,2318797.274,465819.5687,7,1.105717778,262.5270996,288.9989319,101649.5078,0.001952073,375.844574,-3.87511e-05,75.64382935,-1.096320271,0.143853471,0.633812547,1852,126,train 3014A,106.4959,29.53675,20170601,37.87465181,3854,5287,1038568.158,5809.294064,314,0.704479218,315.2382507,291.730957,97578.67969,0.001427953,132.7479858,-1.12517e-05,73.09924316,-0.496101081,-0.500174642,0.959151149,2935,1380,train 2294A,116.9894,30.6145,20170601,57.02957746,3682,6966,1946102.362,291789.2004,28,1.213535309,334.9865417,289.3392639,100435.6328,0.00241919,246.3351746,-2.91041e-05,70.17926025,-0.513208151,-1.099675059,0.722575545,3172,951,train 1351A,113.215,23.3917,20170601,31.49579832,4837,6362,1772680.807,-610527.5137,8,0.769667923,291.1340942,294.8891907,101126.6719,0.003101079,224.4102783,-1.7871e-05,72.3507843,-0.717915297,-0.277464032,0.566865027,2460,296,train 1841A,111.3549,30.6463,20170601,54.88450704,3677,6065,1452233.682,198044.1008,60,0.244142145,348.8564453,289.6460571,98939.83594,0.002159378,132.5664978,-9.7884e-06,72.65235901,-0.047205616,-0.239535004,0.778909922,2219,657,train 2554A,103.0013,29.9899,20170601,48.85180055,3782,4728,719331.3443,28103.61874,602,0.292732328,114.8098831,287.493103,89840.94531,0.001826168,91.37215424,-3.94762e-06,76.90119934,0.265721858,-0.122817382,0.679678798,3564,1183,train 1766A,123.8142,41.3472,20170601,30.93201133,1965,8058,2159712.486,1689748.352,161,0.927616775,204.4311829,279.0293884,98795.14844,0.00114235,222.1768951,-7.48937e-06,62.4950676,-0.383651495,0.844561636,0.539563358,5019,588,train 1780A,123.9305,47.3386,20170601,24.86428571,1006,8077,1955198.093,2394641.323,150,0.829468727,87.06686401,276.3829651,99684.71875,0.000590996,265.2062073,-1.42953e-05,54.59431076,0.828380167,0.042481396,0.284867764,2303,600,train 1519A,113.167,27.8667,20170601,38.5579096,4121,6355,1671962.405,-97554.73998,59,0.769379556,347.1192017,291.2568359,100611.8984,0.002775748,223.0041046,-1.66523e-05,72.72164917,-0.171577454,-0.750004053,0.748995423,3036,427,train 2194A,107.5936,40.916,20170601,28.17335244,2034,5463,961710.3623,1379813.209,1033,0.17704615,57.58438873,282.5994263,89611.53125,0.000252741,198.9614868,-6.39003e-06,33.10530853,0.149456322,0.09491124,0.391774625,2247,857,train 2174A,112.7105,37.7087,20170601,62.86173184,2547,6282,1418906.609,1055479.935,799,0.45923692,250.9508362,283.6018982,91726.75781,0.000789204,150.3637238,-6.41473e-06,51.45659256,-0.434083134,0.149901271,0.520622313,2777,840,train 1874A,109.3957,24.3663,20170601,50.98333333,4681,5751,1387514.832,-560503.563,95,0.507493556,325.9737549,293.5636597,99989.52344,0.003589642,270.158844,-1.89191e-05,76.6975174,-0.284011185,-0.420579761,0.57358098,2681,684,train 1443A,106.6554,26.4364,20170601,30.33479532,4350,5313,1096189.034,-355632.0873,1128,1.292473793,236.6201019,287.552948,88284.88281,0.002157127,340.4060364,-1.14608e-05,83.25749969,-1.079247832,0.711134791,0.587897956,4398,372,train 1445A,106.7105,26.6009,20170601,37.39915966,4324,5322,1099053.06,-335862.1243,1105,1.231004238,235.4505768,287.4734192,88457.39844,0.002065275,333.3855896,-1.06022e-05,82.98294067,-1.013881207,0.698152244,0.598706007,2731,374,train 1194A,120.245,31.5631,20170601,46.98314607,3530,7487,2199524.887,470408.6975,20,1.451959491,264.6549683,289.1764526,101540.4531,0.001797434,331.5303955,-5.63425e-05,70.10752869,-1.445640206,0.135317311,0.73156029,3859,168,train 3066A,116.2714,37.4372,20170601,52.45266272,2590,6851,1707188.048,1079794.576,23,1.147450209,212.3318176,286.5121155,101393.125,0.000893207,200.0878601,-1.11689e-05,50.65703201,-0.613664925,0.969565511,0.862419248,3228,1407,train 1720A,115.455,35.27,20170601,62.4789916,2937,6721,1696888.385,809036.3481,52,0.829551816,221.8765564,287.800293,101053.0,0.000899515,199.1878052,-1.06659e-05,56.82141876,-0.553735673,0.617683649,0.8643592,2394,546,train 1653A,116.6305,35.428,20170601,49.96927374,2912,6909,1788699.122,848541.891,38,1.003880501,224.9829407,287.5328369,101243.1563,0.000872848,189.3755798,-1.3267e-05,57.11571121,-0.70962292,0.710078478,0.837061763,2815,492,train 1030A,114.6046,38.0398,20170601,72.15181058,2494,6585,1560759.875,1123720.525,67,0.632721186,15.83794117,286.2159424,100659.2266,0.00095308,139.9359436,-9.27118e-06,50.37906265,0.172675565,0.608702898,0.83161515,2543,20,train 1394A,114.4103,23.1142,20170601,28.22727273,4882,6554,1893832.965,-619716.9778,19,0.612820506,275.219635,294.5081787,100671.8438,0.003013732,207.2019348,-1.54969e-05,77.6918335,-0.610282063,-0.055720687,0.50130558,2800,332,train 2511A,110.1433,22.6164,20170601,34.49011299,4961,5871,1490098.495,-749768.098,77,0.783448815,268.9223633,294.5059509,100362.7578,0.003234258,238.7167206,-1.23647e-05,80.9986496,-0.783309579,0.014770144,0.529439747,2989,1143,train 3015A,106.4042,29.57278,20170601,40.69553073,3848,5273,1029826.021,9090.648389,499,0.734752893,321.2451172,291.6476746,97393.6875,0.001437464,134.5672302,-1.10165e-05,73.26824951,-0.459989816,-0.572949588,0.9507249,4647,1381,train 1691A,116.0797,24.2719,20170601,25.39915966,4697,6821,2025761.598,-455159.1549,86,0.276028544,279.0545654,293.9372253,98807.10938,0.001931621,195.1190643,-1.26219e-05,72.89041138,-0.272591144,-0.043426152,0.451126069,3202,524,train 2683A,106.2319,36.1417,20170601,27.15616046,2797,5245,924463.1254,790090.8218,1610,0.541872561,9.020320892,280.3899231,82699.09375,0.000864578,242.8618011,-6.37311e-06,58.08214188,0.084954798,0.535171509,0.342578411,3380,1297,train 1263A,119.686,29.1029,20170601,34.52506964,3924,7398,2224637.505,174478.83,44,0.817785561,277.5187988,290.5285034,99814.42188,0.002367802,220.8942871,-1.25426e-05,71.89976501,-0.810759604,-0.106967837,0.623388112,2752,219,train 1232A,120.27,30.1819,20170601,43.43521127,3751,7491,2243537.147,311721.3579,13,0.914559126,298.2581482,289.8997803,101439.7188,0.002422209,248.1712799,-2.27691e-05,71.24567413,-0.805591345,-0.432944536,0.691005826,2611,199,train 2438A,114.8131,30.4133,20170601,49.26478873,3714,6618,1761058.231,227314.6393,22,0.90606457,282.2607422,290.2521057,101152.1719,0.002493007,194.0690613,-3.24645e-05,69.44293976,-0.88540858,-0.1923659,0.773359001,3743,1076,train 1012A,116.225,39.9279,20170601,56.0694051,2192,6844,1638539.229,1375127.894,66,0.690516233,95.00730133,283.905365,99824.0,0.001066209,121.4498749,-6.00324e-06,49.16394043,0.687883854,-0.060236473,0.826856971,3691,11,train 2686A,89.191,42.9409,20170601,53.92087542,1710,2519,-429927.9711,1578490.724,16,0.494080901,122.0056839,290.8013916,99066.41406,3.88167e-05,160.9238434,-3.93639e-06,26.42686272,0.418994814,-0.261838257,0.221727252,2319,1300,train 1859A,110.4697,29.1242,20170601,40.49860724,3920,5923,1402654.32,6714.878383,187,0.917783022,271.5867615,288.7306824,96559.67969,0.00287608,208.3604279,-8.75514e-06,77.36063385,-0.917432308,-0.025370562,0.752946079,3363,672,train 1872A,109.3886,24.3406,20170601,40.90250696,4686,5750,1387271.058,-563557.5511,91,0.458784848,327.9056396,293.5845947,99991.25,0.003591797,271.9590149,-1.90522e-05,76.70124054,-0.243789017,-0.388652086,0.56827718,2244,682,train 1417A,106.626,29.7228,20170601,37.63407821,3824,5308,1047660.272,29121.46665,412,0.730139077,310.2180481,291.698761,97623.82031,0.001509026,127.0112076,-1.02582e-05,73.63394165,-0.557560444,-0.471412122,0.941099823,3198,351,train 1401A,108.301,22.7875,20170601,35.12253521,4934,5576,1307340.47,-756473.1589,91,1.095800757,250.1768494,294.4387207,99865.55469,0.002777726,263.9943237,-1.59962e-05,79.70346069,-1.030854225,0.371643305,0.541004241,2332,339,train 1144A,121.412,31.1654,20170601,41.32285714,3594,7674,2311410.318,451335.3315,7,1.049924374,264.1340332,288.8684387,101644.3047,0.002043706,341.5586853,-2.4569e-05,75.45054626,-1.04442203,0.107349247,0.641874135,2660,125,train 1210A,119.036,33.5981,20170601,43.71126761,3204,7294,2037268.846,680675.1667,13,1.035090566,254.3633728,287.4054871,101607.4219,0.001690594,239.982254,-1.75831e-05,66.19241333,-0.996771634,0.279031903,0.764626145,2351,179,train 2291A,117.0549,30.5103,20170601,46.05865922,3698,6977,1954563.733,280990.3364,14,1.283691168,319.668457,289.7104187,101193.3047,0.002596543,246.7310181,-2.89802e-05,70.4782486,-0.830887258,-0.978513837,0.719925284,2922,948,train 1205A,119.43,32.1319,20170601,53.00555556,3439,7357,2113269.784,518393.0431,31,1.03555131,261.5003052,288.1333618,101385.2109,0.002452063,255.5625916,-2.14748e-05,69.52696228,-1.024171114,0.153101444,0.773493886,3318,175,train 2692A,87.2717,44.0297,20170601,52.32122905,1535,2211,-561241.372,1721226.929,570,0.759749651,55.69974518,284.4645996,94640.30469,0.000288062,191.508316,-9.42329e-06,46.22452164,0.627613723,0.428159505,0.222225696,2469,1306,train 2318A,118.7175,30.9431,20170601,41.53221289,3629,7243,2086810.459,365363.599,42,1.045755744,263.070343,288.8798828,101186.9922,0.002160499,203.2387848,-1.41999e-05,71.29559326,-1.03811121,0.126215369,0.72707063,3807,973,train 1104A,123.41,41.765,20170601,38.61699164,1898,7994,2115706.35,1729888.82,43,0.828971922,1.479269505,280.7277832,101098.9844,0.001110342,275.3372803,-8.63597e-06,50.45639801,0.021399353,0.828695655,0.582520604,2436,88,train 2300A,118.3158,32.3061,20170601,51.82492997,3411,7179,2013844.862,515241.1366,20,0.96036762,263.758667,287.9902039,101215.0625,0.00248339,240.9942627,-1.45874e-05,69.13195801,-0.954670787,0.104449295,0.783346891,2993,957,train 1886A,104.5761,28.71583,20170601,57.30277778,3986,4980,875197.315,-109593.8507,327,0.537228703,124.9964905,291.382843,96186.42188,0.001269122,144.9151917,-1.22388e-05,72.28664398,0.440110683,-0.308086485,0.98899138,3993,694,train 2596A,103.7032,27.3392,20170601,26.85310734,4206,4840,810005.9823,-278796.1274,1914,1.00482893,304.3499756,284.7238464,80857.80469,0.00191047,173.0699463,-6.3495e-06,80.17396545,-0.82962966,-0.566917837,0.482687116,3315,1217,train 2529A,105.8161,30.6347,20170601,35.92634561,3679,5179,963069.2794,128582.2569,423,1.015315652,306.8540649,290.7131042,96844.89063,0.001308999,156.4204102,-1.14511e-05,74.05819702,-0.812460482,-0.608911932,0.893412888,5460,1161,train 1349A,113.433,23.105,20170601,34.26330532,4883,6397,1799828.954,-639129.1144,4,0.756003141,262.1160889,294.9769592,101113.7813,0.00338229,241.3295441,-2.54152e-05,73.80982208,-0.748852968,0.103730068,0.563663125,2445,294,train 1343A,112.8908,28.1308,20170601,43.11408451,4079,6311,1641185.136,-71578.35935,45,0.853407919,352.6566772,290.8698425,100604.3438,0.002662458,241.0706635,-1.74155e-05,72.62168121,-0.109153256,-0.846398652,0.783427894,3672,289,train 1767A,121.0986,41.0781,20170601,28.91643454,2008,7624,1969871.935,1601063.146,31,0.790780127,53.80680084,282.4335938,100952.2188,0.0006376,339.7416077,-3.11962e-05,52.37919998,0.638170719,0.466981113,0.598131895,2588,589,train 2335A,117.0181,25.1174,20170601,23.24930362,4561,6971,2092600.191,-339472.5893,358,0.384046644,260.1303711,290.9665222,94328.82813,0.002547143,109.7207108,-7.1572e-06,78.75170135,-0.378360152,0.06584391,0.436848968,3540,985,train 3000A,119.3581,34.6972,20170601,39.00854701,3029,7345,2031531.282,815727.3956,13,0.931725562,246.5258484,287.2103882,101151.3984,0.00123818,324.1776733,-4.78964e-05,65.25444031,-0.854603112,0.371168554,0.695316195,3693,1371,train 1815A,112.4831,34.6869,20170601,60.01825843,3030,6245,1465639.011,692117.0163,140,0.496985734,212.0930176,287.7333679,99121.76563,0.00101551,168.0699005,-1.02809e-05,59.31695938,-0.264039189,0.421044081,0.795682788,2190,634,train 1816A,112.3844,34.6231,20170601,61.63098592,3040,6229,1458805.919,683074.0466,181,0.359400302,208.1025238,287.6013184,98882.15625,0.001072841,171.3013458,-1.01912e-05,60.51517105,-0.169291154,0.317031682,0.799704909,3060,635,train 1666A,118.6672,37.4314,20170601,46.0,2591,7235,1896097.456,1123039.327,3,1.088632822,225.6043396,285.9559326,101712.8984,0.000692601,246.7866974,-3.30833e-05,54.03356934,-0.777838171,0.76163584,0.762271285,2687,503,train 2866A,111.0522222,35.04388889,20170601,72.68296089,2973,6016,1339796.58,714146.36,349,1.178678274,245.3684692,287.0262146,96694.34375,0.000989847,164.1177979,-1.13368e-05,59.48862457,-1.071410179,0.491286695,0.627516806,2613,1334,train 1071A,116.8854,38.2991,20170601,49.09749304,2452,6950,1732520.575,1192780.49,9,1.185975075,203.5504456,285.6523132,101553.2891,0.000931695,180.4525604,-9.50657e-06,50.57389832,-0.473850638,1.08719933,0.841551185,1938,57,train 2500A,108.3511,21.7631,20170601,31.28212291,5098,5584,1328200.021,-872581.6961,15,0.369634122,354.6724243,295.082428,100808.6563,0.002766602,281.1942749,-4.10084e-05,79.26787567,-0.034353744,-0.368034244,0.501352429,4164,1134,train 2878A,116.0072,36.4343,20170601,61.4815864,2751,6809,1712119.91,956354.9697,34,0.995472431,220.8953552,287.0918274,101259.25,0.000996976,199.9930115,-1.20291e-05,53.0760498,-0.651699722,0.752497733,0.853916824,2970,1345,train 1918A,108.7197,34.3956,20170601,60.59470752,3077,5643,1157372.659,607191.4518,463,1.179106951,176.9803619,286.9052429,95692.98438,0.000983151,105.4164658,-7.25398e-06,62.06290436,0.062220652,-1.177464128,0.618010998,4139,722,train 2333A,118.1819,26.6514,20170601,22.86312849,4316,7157,2159265.234,-139605.4606,121,0.39565292,263.7986145,292.2583008,97047.40625,0.002362116,149.0433044,-1.08604e-05,72.12953186,-0.393335849,0.042756703,0.440635949,3831,983,train 1385A,113.024,22.5328,20170601,36.91903409,4975,6332,1772387.574,-711437.4688,23,0.600268781,261.7745667,295.0432434,101279.0781,0.00332213,247.9923706,-2.01123e-05,77.00639343,-0.594090104,0.085904375,0.543663561,4206,323,train 1970A,120.515,36.885,20170601,39.55890805,2678,7530,2057941.784,1095973.152,65,0.381221592,210.7970581,284.4913635,100726.5938,0.001085405,267.6190796,-7.60387e-06,64.93920135,-0.19517982,0.327467173,0.650446296,2918,770,train 2532A,105.0717,29.5947,20170601,34.1028169,3845,5059,909681.7198,-1474.529073,323,1.088062406,328.4711304,291.5606689,97359.65625,0.001108068,159.6989441,-1.25981e-05,73.62997437,-0.569049478,-0.927395523,1.015865326,3002,1164,train 2242A,131.0103,45.2948,20170601,25.48174157,1333,9210,2504055.155,2318248.399,190,1.266902089,78.77550507,274.7669067,97879.45313,0.000963974,298.3456421,-5.73262e-06,68.97348022,1.242658734,0.246657655,0.378085375,2324,903,train 3061A,119.7512,49.1577,20170601,10.28151261,715,7408,1623753.67,2533062.372,613,1.128756523,62.88479614,271.8934631,93729.42188,0.000569275,221.8800354,-5.24758e-06,64.75436401,1.004680395,0.514498353,0.169842139,1502,1404,train 2212A,123.2,41.1953,20170601,26.80898876,1989,7960,2120217.328,1658581.095,81,1.115287066,193.380249,280.9151611,100495.6484,0.001044164,260.6088867,-8.66503e-06,54.25777435,-0.25808388,1.085015178,0.570164502,2653,873,train 1981A,122.038,37.197,20170601,22.64730878,2629,7774,2167470.456,1165229.381,49,0.486324281,53.66136932,284.2849426,101081.7891,0.000929517,339.3569946,-1.14569e-05,68.07839966,0.391740322,0.288185418,0.582678914,2062,781,train 1262A,119.647,29.077,20170601,37.48739496,3928,7392,2221958.577,170624.376,45,0.786994278,274.4619141,290.5435791,99960.73438,0.002472113,216.9483337,-1.2594e-05,72.02579498,-0.78461206,-0.06118729,0.621354461,2923,218,train 1725A,113.2661,40.1269,20170601,42.12784091,2160,6371,1408483.638,1353041.464,1088,1.077930689,98.62270355,279.7328186,88122.97656,0.000914728,174.4394226,-4.89987e-06,46.71366119,1.065755129,-0.161556855,0.440841585,2310,550,train 1945A,98.2908,39.7711,20170601,30.22005571,2217,3975,256624.038,1182636.583,1655,1.00842607,23.74979591,282.2704163,82341.57813,0.000244018,177.3407898,-6.09007e-06,37.75084305,0.406125516,0.923030376,0.206479624,1927,749,train 1798A,118.5058,31.6861,20170601,45.78672316,3510,7209,2047522.145,447072.3849,16,1.170979023,270.3184814,288.6643372,101463.5547,0.002137391,238.0056915,-2.44232e-05,68.46238708,-1.170961142,-0.006454895,0.772407889,3157,618,train 2649A,106.005,34.3469,20170601,21.88243626,3085,5209,930098.1823,572529.916,1700,0.716347694,226.886261,282.2886047,83537.73438,0.00143241,240.8093872,-7.80151e-06,66.17281342,-0.522920907,0.489599615,0.469249517,6181,1265,train 2548A,107.5272,31.2797,20170601,42.31320225,3575,5452,1104876.783,222967.4412,337,0.960395753,322.5675049,289.6777344,95433.78906,0.002043173,86.44931793,-7.66409e-06,75.65969849,-0.583809972,-0.762578487,0.70358932,4342,1177,train 2410A,115.6386,34.407,20170601,54.83519553,3075,6750,1733608.704,710371.6115,50,0.885019481,233.6104126,287.925415,101097.75,0.001316219,200.5164795,-1.10336e-05,60.69537735,-0.712427557,0.525077581,0.848089933,2311,1057,train 1438A,103.613,31.0283,20170601,38.79661017,3616,4826,763364.3782,155918.6152,1007,0.334213346,137.5024261,285.9831238,87564.375,0.002728773,66.37595367,-2.21576e-06,80.87184906,0.225798294,-0.246401504,0.641732693,3854,367,train 1128A,125.217,43.85,20170601,27.01971831,1564,8283,2168874.945,2013270.564,215,1.360637546,44.88332748,277.8160095,99117.67969,0.00107708,268.9192505,-1.18619e-05,59.16466522,0.960132599,0.964095354,0.473345518,2004,110,train 2540A,103.8416,30.0874,20170601,43.24930362,3766,4863,793640.0626,46120.66741,416,0.940160334,144.6555939,291.1042786,96538.0,0.001075432,166.0624847,-1.44114e-05,70.88861847,0.543930471,-0.766838372,0.869625449,3581,1172,train 1925A,108.9589,34.8731,20170601,51.80346821,3000,5681,1169262.785,667041.647,685,1.170345545,346.3882446,285.5673523,92634.26563,0.000979013,143.154129,-7.94811e-06,59.38394928,-0.275528163,-1.137450218,0.591906309,3195,729,train 1792A,125.1386,46.5776,20170601,32.70612813,1128,8270,2062482.14,2330255.339,146,0.887265623,66.03892517,276.1003418,99685.6875,0.0007852,227.4758911,-1.45286e-05,60.44749832,0.810790241,0.360360205,0.351172179,1631,612,train 2064A,114.0122,32.1403,20170601,44.81843575,3438,6490,1651137.98,415567.3379,100,0.314103663,245.0543671,288.0062866,100430.4844,0.001839447,215.7365723,-1.65271e-05,72.26110077,-0.284796,0.1324853,0.837379336,3710,818,train 2605A,101.5482,25.0441,20170601,15.67688022,4573,4496,627684.3374,-562536.3494,1789,1.418025136,12.1774807,288.5780029,80336.45313,0.002238392,259.2600098,-6.05266e-06,66.7363739,0.299110442,1.386119843,0.256407291,3465,1226,train 1434A,104.1113889,30.63,20170601,52.46787709,3679,4906,811809.2746,112628.5247,495,1.026299715,165.946701,290.7294617,96160.41406,0.001252795,166.0556793,-1.25224e-05,69.84716797,0.249295771,-0.995561481,0.832397282,2741,365,train 1832A,113.322,33.721,20170601,62.36805556,3185,6380,1556737.852,590591.2963,86,0.224137053,198.8684845,288.0117798,100244.9141,0.001300916,212.1009216,-1.32836e-05,62.05892563,-0.072483152,0.212093398,0.861038983,2780,649,train 1387A,113.7819444,23.05361111,20170601,37.732493,4892,6453,1834616.037,-638504.8179,21,0.791039944,256.5083008,295.0609131,101043.8672,0.00310294,240.8421021,-2.55858e-05,73.76796722,-0.769202948,0.184583411,0.543184817,2288,325,train 2179A,111.0414,35.1147,20170601,57.46648045,2962,6015,1337511.652,722435.4393,378,1.193482399,240.7014465,287.4403992,97901.0,0.000992634,156.6450653,-1.03128e-05,58.97314453,-1.040795684,0.584075809,0.617802501,3148,844,train 1489A,106.1358,38.5036,20170601,34.52222222,2420,5230,884162.6298,1074071.567,1113,0.9348827,124.910881,283.9379578,89122.9375,0.000340787,158.2210999,-5.58866e-06,39.63668823,0.766678691,-0.534985483,0.386075169,2369,413,train 1627A,115.9835,36.4796,20170601,57.26740947,2743,6805,1709054.559,961306.2282,33,0.990226269,220.3613434,287.0750427,101268.9453,0.001001082,200.6942902,-1.15546e-05,52.84360886,-0.641260743,0.754541337,0.859417915,2719,471,train 2711A,87.5475,44.1756,20170601,61.95505618,1512,2256,-539896.8255,1737506.009,470,0.583892584,78.35292053,285.1177368,95576.33594,0.000253864,260.3128662,-9.85043e-06,45.717453,0.571865261,0.117900915,0.250094444,2710,1324,train 1226A,120.348,30.3058,20170601,46.53047091,3731,7504,2246547.923,327756.2956,10,1.014252424,291.7313538,289.645813,101478.6172,0.00239094,262.1755676,-2.78451e-05,71.06648254,-0.942191184,-0.375478119,0.708190084,2457,193,train 1808A,115.9114,29.6039,20170601,43.8487395,3843,6794,1877560.323,153502.6408,55,0.73354423,307.9508057,289.6404724,99172.10938,0.003184199,224.3693085,-2.66592e-05,75.0455246,-0.578457832,-0.451080561,0.715380073,4203,628,train 2482A,109.9333,27.5733,20170601,42.20140845,4168,5837,1382136.524,-181904.2551,346,0.664505363,338.0976563,290.1990662,97684.02344,0.00260912,204.6327362,-1.12255e-05,74.57990265,-0.247927666,-0.616521895,0.706343055,5405,1118,train 1336A,112.8872,28.2189,20170601,46.02374302,4065,6310,1638975.709,-61410.05114,59,0.803195179,350.6568604,290.8293762,100692.2422,0.002678428,240.7741699,-1.75897e-05,72.73033142,-0.130465791,-0.792528391,0.795592368,2907,282,train 2352A,115.0586,27.7758,20170601,43.86864407,4136,6657,1845915.652,-74206.461,72,0.861186504,312.0721436,291.746582,100519.2031,0.002699427,243.2925262,-1.67739e-05,70.81617737,-0.63929975,-0.57700789,0.643669963,5650,1002,train 1871A,109.4108,24.3304,20170601,44.54661017,4687,5754,1389569.262,-564416.0529,88,0.460518152,333.2667847,293.6275024,99988.64063,0.0035935,270.2512817,-1.94417e-05,76.37477112,-0.207190618,-0.411277294,0.566913426,1987,681,train 1671A,113.598061,24.795928,20170601,31.37429379,4613,6424,1778861.143,-443511.2655,86,0.158265471,316.9199219,293.2704773,99853.49219,0.002434323,161.2541962,-1.04215e-05,75.90643311,-0.108106621,-0.11558944,0.551126122,4904,507,train 1961A,117.541,36.71,20170601,54.36,2706,7055,1827404.856,1016578.603,77,1.092469335,198.5237274,285.657959,100077.5234,0.001075418,183.4550934,-8.91527e-06,59.02105713,-0.347064942,1.035874128,0.781022251,2465,764,train 2202A,116.1042,43.9317,20170601,15.73460411,1551,6825,1524992.39,1851538.995,1007,0.765536726,66.50341034,276.6970215,89311.70313,0.000287773,320.1216736,-4.94596e-06,45.5569191,0.702050865,0.30523932,0.314478874,1847,863,train 1678A,116.6092,23.2539,20170601,24.50423729,4859,6905,2101564.77,-559215.9042,27,2.059513807,282.8687744,294.9584656,101095.2734,0.002129409,356.4177246,-5.92966e-05,80.64022827,-2.007808685,-0.458586454,0.412594229,3220,514,train 1900A,104.7692,29.3411,20170601,64.99164345,3886,5011,885437.3467,-34168.5706,309,0.780762732,179.2603607,291.6853027,97333.69531,0.001062089,150.7517548,-1.28835e-05,72.82495117,0.010153056,-0.78069675,1.024815798,3306,705,train 1006A,116.361,39.9425,20170601,53.87780899,2189,6866,1648488.68,1379142.177,55,0.415028334,89.74723053,284.4081421,100729.1953,0.000993201,126.2128677,-6.42526e-06,46.70851517,0.415024221,0.001850144,0.868779421,2062,5,train 2281A,116.7039,32.625,20170601,58.06582633,3360,6921,1868605.852,520615.6857,21,1.062380075,256.8199158,288.4088745,101390.7578,0.002175478,216.5729828,-2.3615e-05,65.93348694,-1.034385562,0.242276877,0.790068328,4608,938,train 2214A,123.1761,41.2736,20170601,31.98467967,1976,7956,2115763.165,1667244.861,27,1.027720332,188.5934143,281.02771,100954.7891,0.001036194,264.5457764,-8.9392e-06,52.4006424,-0.153559297,1.016183376,0.57888782,2032,875,train 1469A,108.906,34.1546,20170601,63.16142857,3115,5673,1177079.998,580654.0435,434,1.231153131,2.677012682,286.0867615,95604.99219,0.001545431,87.11981201,-6.99461e-06,66.99512482,0.057500094,1.229809642,0.60175842,2900,397,train 2376A,116.2239,28.0797,20170601,43.84861111,4087,6844,1943846.016,-16680.09585,45,1.054667711,338.5984192,291.7095032,100798.1953,0.002379155,227.6644287,-1.8134e-05,70.86721802,-0.384931028,-0.981912494,0.626872838,5661,1026,train 2408A,115.6697,34.4286,20170601,58.56478873,3072,6755,1735638.794,713466.8413,49,0.888605118,233.345932,287.9100342,101089.6563,0.001309427,200.5289001,-1.10299e-05,60.62379074,-0.712872803,0.530501068,0.846171498,2449,1055,train 2308A,116.478,31.7618,20170601,41.19722222,3498,6884,1871882.46,415442.9125,42,0.898550034,247.971405,288.4637451,101096.7031,0.001971273,176.9476013,-1.23149e-05,68.41970062,-0.832941175,0.337047815,0.79097712,3376,964,train 1015A,117.145,39.1654,20170601,50.42458101,2314,6991,1729155.563,1300184.178,6,1.027325869,188.9700317,285.4299316,101665.4531,0.000777989,198.2338409,-1.75793e-05,49.15804672,-0.160173729,1.014762402,0.864020705,2398,12,train 1789A,124.8354,46.0347,20170601,29.63342697,1215,8222,2062275.815,2260418.357,134,0.837191284,54.04372787,276.9046936,99844.53906,0.000723391,246.5344696,-1.66291e-05,58.32799149,0.677663684,0.4915905,0.330724269,3067,609,train 2065A,114.0681,32.1342,20170601,48.12083333,3439,6499,1656072.51,415791.4722,86,0.33098039,244.0778809,288.04776,100527.9141,0.001839149,215.3658295,-1.57024e-05,71.78760529,-0.297675401,0.144697547,0.840458155,2648,819,train 1996A,121.14,31.422,20170601,36.98680352,3553,7630,2280119.755,474526.4237,3,1.146115661,265.4116211,288.8692627,101663.2188,0.001866136,328.5057983,-2.6152e-05,74.34291077,-1.142438531,0.091735512,0.685276031,3909,795,train 1492A,87.4754,43.9469,20170601,77.70943953,1549,2244,-547253.8339,1709963.211,595,0.758949459,28.55837822,283.7349243,93723.5,0.000339247,150.0768585,-9.79761e-06,47.19406509,0.362808943,0.666613758,0.234454781,2866,416,train 2405A,112.5003,32.9735,20170601,56.01264045,3304,6248,1503592.378,489460.1653,126,0.828174889,296.7843628,288.1109619,99957.63281,0.001374721,206.7806702,-1.23734e-05,66.75045776,-0.739341378,-0.373159379,0.854722977,2911,1052,train 2000A,120.237,31.909,20170601,53.80617978,3475,7486,2188337.525,510229.7859,4,1.051629782,260.4096985,288.3249512,101628.1719,0.002050892,281.309906,-2.28259e-05,70.53587341,-1.036925197,0.175246224,0.749362946,3505,799,train 1055A,115.442,38.8756,20170601,50.77170868,2360,6719,1605476.638,1236810.092,24,0.475105911,64.50136566,285.6015015,101157.2109,0.000996274,125.5256729,-7.90693e-06,47.43140411,0.428821683,0.204542384,0.863855243,2743,43,train 1787A,129.6459,44.6104,20170601,26.84033613,1442,8991,2442196.077,2205380.206,233,1.036484718,59.33597183,275.3889465,97480.22656,0.000870559,283.7144775,-6.43757e-06,67.14394379,0.891539633,0.528637528,0.391809464,2599,607,train 1799A,118.4828,31.6411,20170601,43.52653631,3518,7205,2046830.322,441367.1691,7,1.177890301,271.4775085,288.7276306,101530.1328,0.002095668,237.3304138,-2.4753e-05,68.43269348,-1.17750001,-0.030316068,0.765924096,2881,619,train 2420A,114.018,32.965,20170601,53.2740113,3306,6491,1632620.306,512678.7934,83,0.413042068,218.585144,287.9568787,100421.0078,0.001531555,208.9429932,-1.72145e-05,66.1530838,-0.2575984,0.322872758,0.873422146,2685,1059,train 1207A,119.9219,32.4611,20170601,46.7261236,3386,7435,2145019.393,567246.0861,4,0.999828398,259.0179443,287.8745728,101688.6641,0.002606904,255.2181396,-1.47951e-05,69.54936981,-0.981510639,0.190509111,0.765233815,2735,177,train 2684A,106.2792,36.0022,20170601,24.97771588,2820,5253,930273.3393,773761.2487,1737,0.483846754,10.11861706,279.7474365,81571.78125,0.000954525,230.4520874,-6.08451e-06,60.11287308,0.085002854,0.476321518,0.367416412,2363,1298,train 1009A,116.644,40.3937,20170601,46.92151163,2117,6911,1657945.02,1437655.317,169,0.415816933,170.0383453,283.5123596,98736.03125,0.001102607,154.2833405,-6.18209e-06,50.75003433,0.071967669,-0.409541667,0.71338582,5288,8,train 1203A,119.68,32.1883,20170601,51.92178771,3430,7397,2132762.946,530337.4483,19,1.049262047,261.1204224,288.2279053,101589.1406,0.00244211,261.6349792,-2.29112e-05,69.40813446,-1.036679745,0.162005737,0.762907147,3157,173,train 2350A,113.8686,27.6442,20170601,43.725,4157,6467,1740756.854,-111129.8398,109,0.607530892,271.7436829,291.0496216,99475.70313,0.003139014,145.6219482,-9.49163e-06,76.27965546,-0.607250452,-0.018457489,0.713118553,2786,1000,train 2373A,114.3953,27.7842,20170601,48.19777159,4135,6551,1785489.229,-85493.24675,107,0.642351568,269.9945679,291.020752,99993.39063,0.003815764,166.0158844,-1.02667e-05,77.5470047,-0.642351568,9.09032e-05,0.681075931,3992,1023,train 2621A,99.7056,27.8317,20170601,12.73638968,4127,4201,435578.495,-246254.9584,3292,0.77958256,28.83324814,278.2930908,66432.22656,0.002079668,159.760849,-1.86319e-06,75.8204422,0.375952989,0.68294096,0.116368696,2307,1241,train 1770A,121.1178,41.1222,20170601,34.33379888,2001,7627,1969871.191,1606648.036,29,0.743052661,53.06433105,282.2899475,100820.6094,0.000654298,331.3728333,-2.60269e-05,52.22275543,0.593917787,0.446529895,0.599375308,1881,591,train 1456A,91.1319,29.6514,20170601,19.38243626,3836,2829,-349626.2845,-34524.66527,3656,0.307950467,182.5081177,278.9877319,60599.71094,0.001003054,349.0698242,-5.03294e-06,38.49600983,-0.01347574,0.307655483,0.08314231,1394,384,train 3026A,116.6183,23.65889,20170601,30.49442897,4795,6907,2092209.144,-513293.2884,13,0.746302962,272.5525513,294.3370056,101367.1328,0.002663295,206.6050568,-1.79555e-05,81.06671143,-0.745564044,-0.033201545,0.421838433,1733,1388,train 1796A,118.3708,31.3178,20170601,55.5,3569,7187,2046353.174,401504.7943,13,1.190397501,275.0525818,289.0646057,101574.3203,0.002036665,226.9997711,-2.25608e-05,68.51829529,-1.185777068,-0.104779951,0.76573962,784,616,train 1011A,116.407,40.0031,20170601,51.25069638,2180,6873,1650384.299,1387133.42,47,0.307361811,103.0270462,284.3847656,100716.8516,0.000990527,123.1825027,-6.28568e-06,46.14625931,0.299455166,-0.069266826,0.850230277,3301,10,train 1294A,115.852,28.6869,20170601,34.8837535,3990,6784,1895192.257,46154.86128,19,1.255147696,346.7901001,290.8968201,100707.875,0.002554241,228.4994965,-2.21568e-05,71.41098022,-0.286929935,-1.221911192,0.668902993,2202,247,train 2465A,111.4503,27.2537,20170601,49.32869081,4219,6080,1527556.216,-196581.1706,223,0.922108591,303.0621643,290.3300171,98638.96094,0.002118265,231.2845154,-1.11447e-05,75.58161163,-0.772831738,-0.503006339,0.74563992,3222,1101,train 1714A,112.0539,22.9539,20170601,31.77562327,4907,6177,1669594.799,-680641.0578,93,0.844846368,260.4356995,294.0514221,98688.71875,0.003123252,207.6355591,-1.16317e-05,78.41332245,-0.833096981,0.140409529,0.547084212,3633,542,train 1748A,123.044,41.1196,20170601,33.3767313,2001,7935,2111414.324,1646346.904,86,1.042547464,193.8271942,281.1046753,100647.7344,0.001028935,270.2232361,-8.14869e-06,52.92178726,-0.249155462,1.012337208,0.565992832,4178,570,train 1339A,112.9956,28.1442,20170601,44.35195531,4077,6327,1650403.339,-68267.65041,83,0.812318444,349.3313599,290.9437561,100703.9297,0.002605598,236.9651947,-1.73276e-05,72.30608368,-0.150453061,-0.798263848,0.780599594,2931,285,train 1929A,109.5056,36.6106,20170601,38.42792793,2722,5769,1183818.931,881538.6009,1030,0.550649464,21.92397499,283.20047,88887.74219,0.000950885,207.7160339,-8.08629e-06,53.81389618,0.205593586,0.510828853,0.434011281,3593,733,train 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1830A,113.1992,35.259,20170601,66.3319209,2939,6360,1512278.527,770893.842,191,1.006987572,328.4871826,286.9160156,97992.57813,0.000928456,141.4900665,-7.377e-06,56.6177597,-0.526407003,-0.85844028,0.759267092,3221,647,val 1190A,120.294,31.56,20170601,43.77966102,3530,7495,2203793.799,471148.3756,8,1.457497716,265.3551636,289.1346436,101574.5078,0.001797102,325.6673584,-5.03285e-05,70.34750366,-1.45270586,0.118090548,0.726024687,2273,164,val 2882A,102.5389,24.3702,20170601,29.84240688,4681,4654,728485.1701,-633913.3449,1628,1.305220008,0.886275053,288.5868835,81159.07813,0.002324935,254.6402893,-9.88235e-06,71.3062973,0.02018938,1.305063844,0.290308714,2845,1348,val 1100A,123.439,41.7089,20170601,36.12638889,1907,7998,2119763.498,1723938.092,44,0.84405303,182.6966858,280.7333984,101100.0703,0.001112594,269.436676,-8.63853e-06,50.94733429,-0.039709948,0.84311837,0.575883746,2433,85,val 2455A,109.4689,30.2819,20170601,41.53792135,3735,5763,1292423.426,128851.0725,438,0.18364206,29.92904091,288.4746704,92657.52344,0.003017882,107.6463394,-3.54332e-06,76.04735565,0.091621548,0.1591537,0.674036264,3585,1091,val 2471A,112.3744,28.5819,20170601,32.59357542,4007,6228,1584942.316,-27621.34266,40,0.447520584,333.0464478,290.7068787,100821.4297,0.002455799,255.5422668,-2.36861e-05,71.94178772,-0.202878162,-0.398892373,0.842388034,2916,1107,val 2516A,108.2134,24.7121,20170601,28.12883436,4626,5562,1268888.288,-536673.8655,312,0.545595348,277.0908508,292.4475708,97327.41406,0.003284543,215.4864807,-1.13094e-05,78.54876709,-0.541425824,-0.06732294,0.564175189,6116,1148,val 1491A,87.6046,43.768,20170601,53.62608696,1577,2265,-539523.3284,1687393.315,919,0.507930756,6.016121864,281.3979187,89372.92969,0.000496278,160.2506409,-1.07761e-05,49.4164238,0.053234208,0.50513345,0.238862827,2289,415,val 2271A,117.3575,32.9444,20170601,63.05042017,3309,7025,1915274.79,570557.055,23,1.080721855,250.1609039,288.1721497,101444.9688,0.00223539,228.3403778,-1.90107e-05,66.26745605,-1.01656723,0.366811901,0.789175987,2151,929,val 1393A,114.4053,23.08,20170601,28.84733894,4887,6553,1894126.577,-623686.8753,21,0.635555208,273.6177979,294.5423279,100781.3516,0.003018772,209.2550812,-1.52726e-05,77.84584808,-0.634290576,-0.040073249,0.488559157,3056,331,val 1353A,113.568,23.2783,20170601,28.38128492,4856,6419,1809092.018,-616977.6772,31,0.696415663,272.9414673,294.5361023,100234.0391,0.003282168,216.859375,-1.91823e-05,74.23719025,-0.695499837,-0.035703715,0.556178868,5539,298,val 1451A,102.625,24.9624,20170601,26.83903134,4586,4668,731447.4317,-564583.435,2121,1.499572039,180.0342712,288.2841492,80133.99219,0.002936303,365.2866211,-2.92936e-05,70.66940308,-0.000864665,1.4995718,0.281233788,5777,379,val 2279A,116.8556,32.6028,20170601,56.07520891,3364,6945,1882038.359,520914.3597,46,1.086727619,255.9489746,288.3945618,101251.4219,0.002164011,221.2746735,-2.46092e-05,66.01789093,-1.054202199,0.263883591,0.796525896,2932,936,val 1930A,107.1586,34.3708,20170601,43.64899713,3081,5393,1026765.96,586877.5683,593,0.329276055,20.18849945,285.714325,91695.96875,0.001502599,107.7091675,-3.93471e-06,66.00567627,0.113633133,0.309047282,0.546731889,3138,734,val 1138A,126.615,45.61,20170601,34.97091413,1282,8506,2197599.803,2249456.22,173,1.260065436,45.63877869,275.92453,99456.64844,0.000739872,213.9514923,-6.47235e-06,61.83914566,0.900858164,0.881033182,0.415826917,2617,119,val 1603A,124.3678,40.1194,20170601,22.3557423,2161,8147,2244132.6,1558715.16,17,0.443680257,347.8162537,280.6568604,100896.5703,0.001084017,236.9409332,-1.54801e-05,63.26110077,-0.093675032,-0.433678627,0.57767117,3222,451,val 1754A,123.1289,41.0228,20170601,27.61384615,2016,7949,2120971.258,1636826.661,188,0.991235197,202.1609344,280.5291138,99275.10156,0.001079577,261.7826538,-7.52596e-06,56.43515015,-0.373892814,0.918014884,0.554819524,5871,576,val 1141A,121.4,31.238,20170601,40.8079096,3582,7672,2308085.387,459407.1665,7,1.078588367,263.979248,288.8809204,101650.2109,0.001983516,341.953064,-2.49082e-05,75.36515808,-1.072633982,0.113177918,0.649101734,2562,122,val 1227A,120.127,30.2456,20170601,39.34916201,3741,7468,2229203.478,315795.7699,30,0.787919462,305.2120972,289.5741577,101158.2031,0.00259055,235.3573303,-1.87067e-05,72.33004761,-0.643777788,-0.454276562,0.688291907,5345,194,val 1944A,102.1708,38.5061,20170601,24.38687151,2419,4595,570040.8105,1045030.142,1551,0.422089845,65.08037567,283.3521118,82952.40625,0.000327484,304.3884888,-5.57649e-06,34.03249359,0.382787198,0.177858934,0.274183244,1713,748,val 2876A,119.0841,36.7339,20170601,55.09861111,2703,7301,1949368.618,1049051.725,24,0.875296891,201.665451,286.0795288,101365.2422,0.000790763,242.1334381,-1.2005e-05,57.66342163,-0.323138803,0.813465416,0.736166835,3240,1343,val 2299A,118.3244,32.2786,20170601,52.09888579,3416,7180,2015348.227,512215.9374,24,0.956834435,264.5996704,288.0233154,101254.7188,0.002489174,240.3382111,-1.4447e-05,69.03160095,-0.952583492,0.090093255,0.785313964,3065,956,val 2311A,115.8067,33.8399,20170601,53.26123596,3166,6777,1761872.528,646576.9227,39,0.877627134,241.7089844,287.9424438,101224.6094,0.001709138,196.4986877,-1.10385e-05,62.6071701,-0.772782922,0.415975899,0.830929995,3524,967,val 2570A,101.9603,30.0475,20170601,15.21648045,3772,4562,625427.3095,27806.88671,2740,0.406288981,203.8076019,274.2634583,63770.57422,0.00254528,121.7675018,-3.57074e-06,87.76465607,-0.16400072,0.371718287,0.215120465,6631,1196,val 1035A,114.3541,37.9097,20170601,52.41044776,2515,6545,1544172.496,1104256.718,326,1.017769933,56.64455795,285.2039795,98639.57031,0.001074703,128.0363464,-8.60246e-06,55.35539627,0.850102127,0.55962652,0.768948793,4667,25,val 2518A,108.1009,24.6967,20170601,32.43905817,4629,5544,1258387.446,-539896.5173,281,0.532169461,271.9934082,292.208252,96961.125,0.003518467,232.51091,-1.18597e-05,79.45727539,-0.531848252,-0.018486008,0.565978408,4845,1150,val 1706A,116.6447,23.6706,20170601,26.14225352,4793,6911,2094426.362,-511407.434,18,0.73642844,273.4875793,294.2312317,101088.9766,0.002700813,204.9089661,-1.76273e-05,81.18883514,-0.735066712,-0.044763103,0.412502825,2242,535,val 2637A,107.007,33.0323,20170601,47.88611111,3295,5369,1033653.309,425499.2719,511,0.041591436,160.3083649,287.5950928,94354.60156,0.001746097,80.02737427,-2.10086e-06,75.43299103,0.014017797,-0.039158002,0.580293953,4032,1254,val 2319A,119.0156,25.442,20170601,28.97338936,4509,7290,2269646.29,-258298.0098,20,1.362974644,333.9920044,292.4500732,99730.07031,0.00225856,364.8334045,-3.80079e-05,81.36826324,-0.597756803,-1.224902749,0.427908927,2997,974,val 1942A,102.1878,38.5247,20170601,33.28028169,2416,4598,571224.379,1047386.36,1522,0.39669314,66.76177979,283.6272888,83436.13281,0.000315591,303.3875732,-5.57107e-06,33.57984161,0.364504993,0.156529739,0.265895754,1984,746,val 1402A,108.316,22.8561,20170601,33.86731844,4923,5579,1307736.621,-748432.5494,85,1.127639651,251.1008148,294.4006958,99840.24219,0.002779066,261.5622864,-1.59962e-05,79.83918762,-1.066835165,0.365286022,0.545925081,2342,340,val 1992A,120.734,31.656,20170601,43.63128492,3515,7565,2238286.361,492182.7686,24,1.093646288,263.1853638,288.5234375,101611.2109,0.002017042,310.2623901,-2.2153e-05,72.33341217,-1.085914373,0.129815906,0.711922705,4160,791,val 3028A,104.7778,29.36028,20170601,54.58543417,3882,5012,885988.2958,-31827.9898,335,0.791309118,359.2512207,291.7330627,97453.1875,0.001059048,150.6390991,-1.28382e-05,72.93257904,-0.010417562,-0.791240573,1.007692575,3919,1390,val 1408A,108.244,22.7833,20170601,36.84195402,4935,5567,1301837.141,-757709.9533,89,1.051894546,250.4844666,294.4044495,99687.3125,0.002774982,260.6064453,-1.58529e-05,79.56781006,-0.991451323,0.351434618,0.539061904,2979,346,val 1314A,120.1964,36.3083,20170601,41.015625,2771,7479,2050541.989,1021729.457,5,0.643388808,193.7384033,285.4806213,101677.5078,0.000917933,270.1025696,-2.60371e-05,64.7797699,-0.152793363,0.624982655,0.656085134,2701,261,val 1756A,123.9169,41.8828,20170601,34.99301676,1879,8075,2148190.082,1754686.447,85,0.870360017,183.5139618,280.1009216,100188.2578,0.001156587,270.4274902,-9.77627e-06,55.74318314,-0.053344153,0.86872375,0.5467273,2909,578,val 1103A,123.428,41.8472,20170601,31.03651685,1885,7996,2114140.965,1739912.225,50,0.835658491,3.99313736,280.6773682,101048.8359,0.001111497,280.2225037,-8.59948e-06,50.39046478,0.058191247,0.833629966,0.558842957,3040,87,val 1520A,113.143,27.8381,20170601,41.82670455,4126,6351,1670397.882,-101277.5424,45,0.787034869,349.0003052,291.2530518,100610.9297,0.002759207,224.9189453,-1.69864e-05,72.70095825,-0.150235936,-0.772562623,0.759830654,2095,428,val 1126A,125.417,43.8667,20170601,34.31728045,1561,8315,2182147.051,2019648.122,212,1.3043046,44.22899628,277.594696,98838.07031,0.001129022,263.966217,-1.03284e-05,59.92636871,0.909767389,0.934630275,0.484565318,2409,108,val 1136A,126.646,45.7258,20170601,37.67694805,1264,8511,2195186.437,2263615.338,149,1.253280044,46.32527924,275.9520264,99754.95313,0.000725031,211.8538971,-6.88147e-06,61.55596924,0.906441569,0.865490913,0.411220342,1850,117,val 2334A,118.1756,26.6272,20170601,22.71927374,4320,7156,2159352.843,-142504.5888,152,0.403568268,262.881897,292.3458557,97225.39063,0.002368728,149.6603851,-1.09434e-05,72.15335083,-0.400455773,0.050025139,0.441487908,4573,984,val 2377A,116.3553,27.9883,20170601,44.83333333,4102,6865,1958016.48,-24602.95435,43,0.956858397,337.5844116,291.8484497,100947.7656,0.002287734,220.3248291,-1.75693e-05,71.22817993,-0.364942819,-0.884530783,0.622548103,2672,1027,val 1003A,116.434,39.9522,20170601,54.89859155,2188,6877,1653776.71,1381524.305,48,0.27549094,75.46051788,284.4922485,100830.9688,0.001002024,129.9712982,-6.67928e-06,45.53746414,0.266665608,0.06917157,0.87581104,2609,2,val 2205A,105.6975,38.843,20170601,33.15181058,2365,5160,845013.6566,1111275.934,1597,0.389483571,259.2996216,282.954895,85063.52344,0.000380539,264.3408813,-5.85472e-06,37.2563324,-0.382708132,0.072332188,0.33673802,1729,866,val 1395A,114.3244,22.8172,20170601,24.58848315,4929,6540,1892259.655,-654992.357,81,0.956310332,267.0995483,294.4826355,100138.3594,0.003024695,255.1569366,-3.01505e-05,79.50608826,-0.955083072,0.048433039,0.489254385,4177,333,val 1046A,119.5369,39.9419,20170601,36.63826816,2189,7374,1888823.631,1436241.979,8,0.472314358,127.2269135,283.1615601,100802.5938,0.000743226,236.7299347,-3.0455e-05,58.43154907,0.376097023,-0.285712928,0.681556523,2614,34,val 2514A,111.5269,24.4175,20170601,44.24504249,4673,6092,1590118.278,-522334.3618,109,0.662247717,311.8299561,292.6168518,98898.57031,0.002735477,161.181778,-9.95038e-06,78.75340271,-0.493489087,-0.441633999,0.57084322,3440,1146,val 2295A,118.3057,29.7128,20170601,26.5280112,3826,7177,2085664.706,214394.0758,139,0.595979512,282.5294189,289.5133667,99672.16406,0.003283436,178.2717133,-8.83938e-06,76.65644073,-0.581792891,-0.129261702,0.614688456,3897,952,val 1888A,101.68912,26.57098,20170601,34.35014006,4329,4518,629028.2751,-383522.6956,1152,0.235272422,233.2457123,292.4658203,84378.60156,0.002155921,182.2531586,-4.06756e-06,59.89054489,-0.188498557,0.140788525,0.282065868,3456,696,val 1820A,114.358,36.087,20170601,68.93837535,2806,6545,1587759.53,887483.8518,75,0.562115073,42.52035522,287.7117615,100500.3984,0.000709618,192.0339355,-9.92214e-06,53.72750473,0.379897565,0.414308101,0.795968533,2037,639,val 2170A,112.4279,39.3673,20170601,35.7987988,2281,6236,1360891.865,1250111.91,1117,1.25028348,73.92602539,279.3161621,87721.1875,0.000994448,175.1917572,-3.78054e-06,53.82436371,1.201390505,0.346221894,0.413744211,2777,837,val 1665A,118.5019,37.4658,20170601,50.71587744,2586,7208,1882119.232,1123918.835,5,0.967041969,225.3577423,285.8274536,101685.8594,0.000737644,213.9183502,-1.76364e-05,53.44158936,-0.688042283,0.679535091,0.759425759,1888,502,val 1698A,114.6892,23.7233,20170601,26.02240896,4784,6598,1906657.589,-545252.5687,41,0.588151395,325.039978,293.8720093,99512.89063,0.002575225,228.3772736,-2.95643e-05,76.69662476,-0.337049514,-0.481995523,0.480994403,3684,528,val 2381A,118.0058,28.4569,20170601,36.31908832,4027,7129,2093837.058,63355.26393,125,0.799908519,313.2450256,291.2276611,99754.75781,0.002528333,144.0782928,-9.301e-06,74.95729828,-0.582715273,-0.547993183,0.556254506,4643,1031,val 2427A,115.0264,30.2099,20170601,54.80532213,3746,6652,1784653.864,207456.7617,36,0.872690856,253.2558594,290.3366699,101187.3516,0.002562362,191.5309753,-2.60636e-05,70.56793976,-0.835680068,0.251452148,0.747626603,4142,1065,val 1834A,113.182,33.737,20170601,60.34225352,3182,6357,1544625.156,590273.5394,97,0.219506964,16.37846375,287.8694153,100070.1719,0.001277251,210.550293,-1.30527e-05,62.58480453,0.061894964,0.210599899,0.847097099,755,651,val 1407A,108.328,22.735,20170601,34.70655271,4942,5580,1310796.716,-762112.4435,127,1.104768395,249.1029816,294.4283752,99831.52344,0.002777642,268.0148621,-1.6057e-05,79.74669647,-1.032086015,0.394095957,0.536856949,3786,345,val 2175A,110.9956,35.0147,20170601,73.66899441,2978,6007,1335683.659,709898.2065,355,1.170674324,248.8930664,286.9493713,96110.48438,0.00095434,165.1033783,-1.27028e-05,58.90702057,-1.09211874,0.421609819,0.617738903,2071,841,val 1027A,117.157,38.9194,20170601,57.08866279,2353,6993,1736776.761,1271187.896,2,1.121411681,193.9801331,285.2681885,101692.0469,0.000799512,196.5031586,-2.22992e-05,50.57588577,-0.270908982,1.088196874,0.841988325,3110,18,val 2371A,114.3442,27.8036,20170601,49.8198324,4132,6543,1780398.793,-84177.98452,98,0.686520576,269.078064,291.1037598,100287.5391,0.003731343,160.874527,-9.65491e-06,77.62141418,-0.68643117,0.01107755,0.689163387,4389,1021,val 2604A,100.0782,23.8982,20170601,26.17847025,4756,4260,493800.3505,-703890.9038,1543,0.523346245,59.20407104,288.2746887,80511.96094,0.003541532,64.87241364,-2.35407e-06,72.18202972,0.449544281,0.267957479,0.247886837,5148,1225,val 1250A,120.07,30.8244,20170601,38.02668539,3648,7459,2206861.816,381196.2617,22,0.818119049,269.0801086,288.993988,101128.8906,0.002263708,275.2915344,-3.26574e-05,72.12408447,-0.818013012,0.013171966,0.725790977,3967,212,val 1368A,113.495,22.2294,20170601,28.53813559,5023,6407,1824697.338,-737140.758,13,1.618147492,263.7887878,295.8627319,101108.8594,0.002624252,378.7181702,-7.57378e-05,78.38285828,-1.608641148,0.175142884,0.483257711,3649,307,val 2521A,107.3476,22.4137,20170601,28.27130682,4994,5424,1219543.587,-811441.5382,119,0.858888149,278.7430115,294.4343872,99126.0625,0.00271639,223.0121155,-1.25782e-05,80.27223206,-0.848914564,-0.130510136,0.523277342,3892,1153,val 1656A,117.1436,36.1942,20170601,50.27793296,2789,6991,1809704.741,948337.2128,142,0.720976472,245.2601013,285.5614319,98912.79688,0.001023079,167.3216705,-9.14897e-06,62.70920181,-0.654792905,0.301750451,0.805314422,2253,495,val 1252A,120.744,30.7946,20170601,41.25,3653,7567,2265767.264,393102.2663,7,1.13258636,273.5099792,289.1840515,101589.5156,0.002120791,297.3394165,-2.49218e-05,72.91191864,-1.13046515,-0.069285005,0.69095844,3200,213,val 2640A,109.7289,38.2839,20170601,30.51983003,2455,5805,1171563.355,1085158.871,1075,0.434205472,187.049057,283.245697,88815.60156,0.000751476,252.1665497,-1.14657e-05,48.0436058,-0.053283796,0.4309237,0.408666641,1943,1257,val 2531A,105.0331,29.5953,20170601,34.3258427,3845,5053,906200.2356,-1760.366907,327,1.070901394,330.1539001,291.5809937,97372.09375,0.001092559,160.3136597,-1.27217e-05,73.37574768,-0.533029437,-0.928821564,1.020350814,3114,1163,val 2274A,117.3536,32.9673,20170601,49.43333333,3305,7025,1914326.575,573158.7524,18,1.078963041,249.953064,288.1928406,101462.7734,0.002230062,228.1148987,-1.91803e-05,66.14646149,-1.0135777,0.369894058,0.793555319,2762,932,val 1564A,112.4876,27.9164,20170601,41.67039106,4113,6246,1609072.307,-103133.464,164,0.976414919,356.8845825,290.6444702,100008.2578,0.002232114,254.2412262,-1.53237e-05,73.86838531,-0.05315356,-0.974967062,0.801579356,5089,433,val 3065A,101.9533,29.9972,20170601,18.25892857,3781,4561,625222.1124,21798.38193,3047,0.416172802,200.3689423,273.576416,62641.71094,0.002600942,116.5148315,-3.53677e-06,88.25034332,-0.144850701,0.390151352,0.219825998,6557,1406,val 2562A,104.6356,30.1506,20170601,37.29501385,3756,4990,863956.2228,60299.71577,381,0.79409802,299.6325073,291.297821,96550.92969,0.000948357,195.1900787,-1.34271e-05,70.12814331,-0.690265596,-0.392587572,0.940865278,4226,1189,val 1121A,125.2786,43.84,20170601,32.66760563,1566,8293,2173527.286,2013464.141,228,1.351730108,44.96036148,277.7688599,99040.33594,0.001096958,267.8677063,-1.20344e-05,59.49041367,0.955133975,0.956500649,0.478527367,2189,103,val 1727A,113.1097,36.1542,20170601,67.22486034,2795,6346,1485084.616,875952.9463,943,0.964887202,186.347641,282.2278442,90274.5,0.000935444,180.4326019,-5.5988e-06,61.57829666,-0.106675446,0.958972156,0.591946423,2641,552,val 2523A,105.8945,32.4535,20170601,21.4622905,3388,5191,945975.5108,345338.1393,611,0.358207375,300.5761719,287.7425842,92576.29688,0.001388603,128.1676788,-7.27418e-06,72.21583557,-0.30841127,-0.182195008,0.627396166,5092,1155,val 1612A,118.5972,24.8978,20170601,26.7605042,4596,7224,2245966.647,-329510.7348,13,1.590343833,322.2613525,293.5991516,101044.8438,0.002154743,408.4360352,-3.76484e-05,78.73104858,-0.973478734,-1.257590055,0.413902402,2330,460,val 1420A,106.65,29.6219,20170601,29.91086351,3841,5312,1051229.756,17483.26645,230,0.730116785,308.3588562,291.7987976,97791.60156,0.001445885,125.920311,-1.0069e-05,73.66951752,-0.572543085,-0.4530617,0.934265196,3792,354,val 2695A,80.2828,41.1636,20170601,69.5,1994,1093,-1118238.371,1432255.093,1110,0.911611199,337.9553833,285.7757568,88618.16406,0.000281572,109.6018982,-1.79578e-05,46.01344681,-0.342222452,-0.844937146,0.259647042,1671,1309,val 1920A,108.7233,34.3617,20170601,67.50702247,3082,5644,1158243.136,603188.0231,409,0.839052856,174.6754913,286.7914124,95240.23438,0.00105034,100.5067444,-7.16199e-06,62.55570984,0.077936374,-0.835425436,0.620607018,2902,724,val 2900A,123.5953,41.9086,20170601,30.00423729,1875,8023,2124075.716,1750716.539,115,0.869160295,0.66677928,280.5023193,100759.1406,0.00114009,281.6382446,-8.72444e-06,51.59070587,0.010111905,0.869101465,0.542443931,3862,1353,val 2344A,117.1983,29.2786,20170601,31.27871148,3896,7000,1999835.69,141232.2746,59,1.11975956,310.6353149,290.6551819,100356.4375,0.00301735,199.8067627,-1.45232e-05,70.19947815,-0.849800825,-0.729177535,0.614824772,4162,994,val 1862A,110.4144,25.3167,20170601,33.86694678,4529,5914,1467633.742,-436319.169,208,1.257950068,312.9104614,292.0314941,98537.71094,0.002744724,222.7389526,-1.29025e-05,76.22538757,-0.921404779,-0.856417954,0.589889705,5698,675,val 1059A,114.8814,40.8115,20170601,30.67267267,2050,6629,1514606.676,1459087.9,765,0.887655675,345.9730835,279.5247803,90913.33594,0.000830745,205.2168427,-3.56681e-06,48.51435471,-0.215221807,-0.8611691,0.500058711,1607,46,val 2665A,105.0822,33.3261,20170601,20.0625,3248,5061,864975.4457,441968.031,1146,0.235272527,221.1211548,282.3683167,82686.01563,0.001451904,164.3709869,-3.6828e-06,74.61393738,-0.154724032,0.177238941,0.497137308,4247,1281,val 1160A,120.561,31.2472,20170601,40.37883008,3581,7538,2236141.578,441066.2672,46,1.652379394,269.1838684,289.5220032,101562.1641,0.001781626,346.0613708,-6.66594e-05,71.97569275,-1.652210712,0.023611957,0.720286489,4355,141,val 1750A,123.0485,41.1442,20170601,33.3189415,1997,7936,2110897.322,1649328.24,45,1.050357699,192.3028564,281.1580811,100798.8125,0.001027347,270.3400574,-8.23458e-06,52.62127304,-0.22380285,1.026237607,0.571201563,3024,572,val 2634A,106.9893,33.1842,20170601,41.890625,3271,5366,1029917.067,443417.503,562,0.428251177,359.4197998,286.6208191,91847.45313,0.001880005,68.87059784,-2.60598e-06,77.28965759,-0.004376623,-0.428228825,0.565573752,4314,1251,val 2460A,112.6006,26.8919,20170601,42.72299169,4277,6264,1640841.329,-219923.3157,73,0.987432122,343.9099121,291.9283142,100630.0,0.002371561,261.2034607,-1.71295e-05,71.20933533,-0.273745358,-0.948728442,0.741418242,2361,1096,val 1037A,118.144,39.643,20170601,45.89027778,2237,7151,1792159.377,1374761.464,30,0.682202995,194.4754333,284.1112671,101409.3594,0.000739086,182.9657745,-8.82367e-06,51.56108856,-0.170521781,0.660547674,0.796505332,2243,27,val 1164A,120.613,31.2703,20170601,39.79469274,3577,7546,2239876.582,444915.2358,6,1.484794617,270.0042725,289.3019409,101580.1016,0.001767269,332.7530212,-5.47025e-05,72.21630859,-1.484794617,-4.17689e-05,0.710166276,2495,145,val 1634A,117.9544,36.6377,20170601,50.94507042,2718,7121,1862341.959,1015809.776,97,1.104663849,184.7385712,285.4519958,99770.29688,0.001072533,199.4207458,-8.6885e-06,59.95675278,-0.091252215,1.100888371,0.766484499,2777,478,val 2547A,106.6388,30.4551,20170601,30.78888889,3707,5310,1038519.49,115713.4844,301,0.935414135,314.5847168,291.2894287,97799.08594,0.00161998,114.4745712,-8.51194e-06,75.6977005,-0.666259825,-0.656580091,0.874839306,4281,1176,val 2568A,102.2402,31.8934,20170601,3.856338028,3477,4606,634327.5735,249160.9657,2967,0.436406434,265.7664795,274.9389343,65873.66406,0.001623698,85.46770477,-1.31826e-06,72.85816193,-0.435214251,0.032235384,0.14681676,7007,1195,val 1024A,117.457,38.8394,20170601,48.95238095,2366,7041,1762091.446,1267036.935,3,1.206597447,193.9273834,285.5480957,101681.9141,0.000769883,232.6412964,-3.71346e-05,51.7426033,-0.290409952,1.171127439,0.817716777,1970,17,val 1154A,118.777,32.0144,20170601,39.8255814,3458,7252,2061275.899,490878.6042,17,1.136381865,264.4804993,288.2111206,101415.7656,0.002364999,241.1607819,-2.05117e-05,68.40370941,-1.131108284,0.109351724,0.783036828,2327,135,val 1559A,113.251,27.8336,20170601,33.70142857,4127,6368,1680324.98,-99957.54547,117,0.705615044,345.4394531,291.3537903,100703.7266,0.002938061,215.4237061,-1.60259e-05,73.02091217,-0.177451804,-0.682937384,0.743979037,5755,431,val 1376A,112.844,22.8693,20170601,39.67787115,4921,6303,1747876.67,-676510.9123,31,0.565837502,265.9544678,294.8993225,100774.8594,0.003029548,241.1379242,-2.09283e-05,74.0732193,-0.564425886,0.039944187,0.568857491,5768,314,val 1446A,106.7164,26.5697,20170601,32.42655367,4329,5323,1100039.52,-339429.9137,1082,1.23895824,235.7267761,287.530365,88566.17969,0.002067527,334.7288818,-1.05491e-05,82.99799347,-1.023807526,0.697736084,0.597075224,2282,375,val 1377A,112.885,23.1572,20170601,38.81534091,4875,6310,1745831.166,-643088.6485,7,0.588560998,277.4393005,295.0350342,101170.8047,0.003121902,232.4656372,-2.21024e-05,72.11452484,-0.583610654,-0.07617525,0.573870182,3039,315,val 1327A,114.2836,30.6197,20170601,48.60393258,3681,6533,1709816.336,242054.5322,29,1.101818323,301.9703064,290.02005,101298.3906,0.002553479,210.0927734,-3.1854e-05,68.6966095,-0.934733927,-0.583331883,0.811086297,2025,274,val 2305A,116.9677,33.6284,20170601,55.42916667,3200,6963,1864225.895,643156.0549,29,1.066444993,248.158905,287.8616943,101391.6406,0.002129239,206.2526703,-1.28669e-05,64.01164246,-0.98988086,0.396788031,0.804219604,2867,961,val 1360A,114.263,22.5908,20170601,22.57746479,4966,6530,1891409.11,-681775.1349,53,1.376850843,267.0551758,294.9255371,100410.6719,0.002873792,305.4543762,-4.59042e-05,80.99490356,-1.375029445,0.07079652,0.474117041,2651,303,val 1102A,123.542,41.8336,20170601,30.66997167,1887,8015,2122856.064,1740776.091,56,0.859084368,181.4778137,280.6018066,100910.4297,0.001130205,275.5848083,-8.53349e-06,51.31137848,-0.022155104,0.858798623,0.561574757,2468,86,val 1935A,107.3906,34.3528,20170601,56.48472222,3084,5430,1046527.674,587172.8523,544,0.220629945,206.5397644,285.3908691,92224.72656,0.001495237,91.6646347,-3.52797e-06,68.62831879,-0.098578945,0.197382286,0.555408597,2956,739,val 1947A,106.3394,38.817,20170601,45.58882521,2369,5262,895864.0949,1113816.234,1100,0.720886111,137.6966095,283.6262512,88097.01563,0.000344818,155.5193939,-5.85841e-06,39.24173355,0.485234737,-0.533126593,0.367263079,2358,750,val 1740A,113.5922,37.8561,20170601,58.70972222,2523,6423,1485351.795,1086117.5,679,0.763870895,76.171875,282.1902466,91948.92969,0.001079989,158.0419922,-4.7696e-06,61.43956757,0.741724551,0.182602018,0.607760191,2378,563,val 1255A,121.273,28.6459,20170601,28.00724638,3997,7652,2378627.891,159367.0242,129,0.251679748,348.6769104,290.2898254,100781.1563,0.002618861,330.263916,-1.51401e-05,78.63561249,-0.049436584,-0.24677667,0.535940588,4546,215,val 2544A,106.6303,30.4576,20170601,42.27513966,3707,5309,1037729.444,115919.2153,310,0.945186138,314.8026123,291.2832642,97796.69531,0.001615451,114.8932953,-8.57133e-06,75.68507385,-0.670692146,-0.665994644,0.881689727,4312,1174,val 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font-style: italic } /* Literal.String.Doc */ .highlight .s2 { color: #BA2121 } /* Literal.String.Double */ .highlight .se { color: #AA5D1F; font-weight: bold } /* Literal.String.Escape */ .highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */ .highlight .si { color: #A45A77; font-weight: bold } /* Literal.String.Interpol */ .highlight .sx { color: #008000 } /* Literal.String.Other */ .highlight .sr { color: #A45A77 } /* Literal.String.Regex */ .highlight .s1 { color: #BA2121 } /* Literal.String.Single */ .highlight .ss { color: #19177C } /* Literal.String.Symbol */ .highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */ .highlight .fm { color: #0000FF } /* Name.Function.Magic */ .highlight .vc { color: #19177C } /* Name.Variable.Class */ .highlight .vg { color: #19177C } /* Name.Variable.Global */ .highlight .vi { color: #19177C } /* Name.Variable.Instance */ .highlight .vm { color: #19177C } /* Name.Variable.Magic */ .highlight .il { color: #666666 } /* Literal.Number.Integer.Long */ ================================================ FILE: doc/build/html/_static/searchtools.js ================================================ /* * searchtools.js * ~~~~~~~~~~~~~~~~ * * Sphinx JavaScript utilities for the full-text search. * * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ "use strict"; /** * Simple result scoring code. */ if (typeof Scorer === "undefined") { var Scorer = { // Implement the following function to further tweak the score for each result // The function takes a result array [docname, title, anchor, descr, score, filename] // and returns the new score. /* score: result => { const [docname, title, anchor, descr, score, filename] = result return score }, */ // query matches the full name of an object objNameMatch: 11, // or matches in the last dotted part of the object name objPartialMatch: 6, // Additive scores depending on the priority of the object objPrio: { 0: 15, // used to be importantResults 1: 5, // used to be objectResults 2: -5, // used to be unimportantResults }, // Used when the priority is not in the mapping. objPrioDefault: 0, // query found in title title: 15, partialTitle: 7, // query found in terms term: 5, partialTerm: 2, }; } const _removeChildren = (element) => { while (element && element.lastChild) element.removeChild(element.lastChild); }; /** * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping */ const _escapeRegExp = (string) => string.replace(/[.*+\-?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string const _displayItem = (item, searchTerms, highlightTerms) => { const docBuilder = DOCUMENTATION_OPTIONS.BUILDER; const docFileSuffix = DOCUMENTATION_OPTIONS.FILE_SUFFIX; const docLinkSuffix = DOCUMENTATION_OPTIONS.LINK_SUFFIX; const showSearchSummary = DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY; const contentRoot = document.documentElement.dataset.content_root; const [docName, title, anchor, descr, score, _filename] = item; let listItem = document.createElement("li"); let requestUrl; let linkUrl; if (docBuilder === "dirhtml") { // dirhtml builder let dirname = docName + "/"; if (dirname.match(/\/index\/$/)) dirname = dirname.substring(0, dirname.length - 6); else if (dirname === "index/") dirname = ""; requestUrl = contentRoot + dirname; linkUrl = requestUrl; } else { // normal html builders requestUrl = contentRoot + docName + docFileSuffix; linkUrl = docName + docLinkSuffix; } let linkEl = listItem.appendChild(document.createElement("a")); linkEl.href = linkUrl + anchor; linkEl.dataset.score = score; linkEl.innerHTML = title; if (descr) { listItem.appendChild(document.createElement("span")).innerHTML = " (" + descr + ")"; // highlight search terms in the description if (SPHINX_HIGHLIGHT_ENABLED) // set in sphinx_highlight.js highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted")); } else if (showSearchSummary) fetch(requestUrl) .then((responseData) => responseData.text()) .then((data) => { if (data) listItem.appendChild( Search.makeSearchSummary(data, searchTerms) ); // highlight search terms in the summary if (SPHINX_HIGHLIGHT_ENABLED) // set in sphinx_highlight.js highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted")); }); Search.output.appendChild(listItem); }; const _finishSearch = (resultCount) => { Search.stopPulse(); Search.title.innerText = _("Search Results"); if (!resultCount) Search.status.innerText = Documentation.gettext( "Your search did not match any documents. Please make sure that all words are spelled correctly and that you've selected enough categories." ); else Search.status.innerText = _( `Search finished, found ${resultCount} page(s) matching the search query.` ); }; const _displayNextItem = ( results, resultCount, searchTerms, highlightTerms, ) => { // results left, load the summary and display it // this is intended to be dynamic (don't sub resultsCount) if (results.length) { _displayItem(results.pop(), searchTerms, highlightTerms); setTimeout( () => _displayNextItem(results, resultCount, searchTerms, highlightTerms), 5 ); } // search finished, update title and status message else _finishSearch(resultCount); }; /** * Default splitQuery function. Can be overridden in ``sphinx.search`` with a * custom function per language. * * The regular expression works by splitting the string on consecutive characters * that are not Unicode letters, numbers, underscores, or emoji characters. * This is the same as ``\W+`` in Python, preserving the surrogate pair area. */ if (typeof splitQuery === "undefined") { var splitQuery = (query) => query .split(/[^\p{Letter}\p{Number}_\p{Emoji_Presentation}]+/gu) .filter(term => term) // remove remaining empty strings } /** * Search Module */ const Search = { _index: null, _queued_query: null, _pulse_status: -1, htmlToText: (htmlString) => { const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html'); htmlElement.querySelectorAll(".headerlink").forEach((el) => { el.remove() }); const docContent = htmlElement.querySelector('[role="main"]'); if (docContent !== undefined) return docContent.textContent; console.warn( "Content block not found. Sphinx search tries to obtain it via '[role=main]'. Could you check your theme or template." ); return ""; }, init: () => { const query = new URLSearchParams(window.location.search).get("q"); document .querySelectorAll('input[name="q"]') .forEach((el) => (el.value = query)); if (query) Search.performSearch(query); }, loadIndex: (url) => (document.body.appendChild(document.createElement("script")).src = url), setIndex: (index) => { Search._index = index; if (Search._queued_query !== null) { const query = Search._queued_query; Search._queued_query = null; Search.query(query); } }, hasIndex: () => Search._index !== null, deferQuery: (query) => (Search._queued_query = query), stopPulse: () => (Search._pulse_status = -1), startPulse: () => { if (Search._pulse_status >= 0) return; const pulse = () => { Search._pulse_status = (Search._pulse_status + 1) % 4; Search.dots.innerText = ".".repeat(Search._pulse_status); if (Search._pulse_status >= 0) window.setTimeout(pulse, 500); }; pulse(); }, /** * perform a search for something (or wait until index is loaded) */ performSearch: (query) => { // create the required interface elements const searchText = document.createElement("h2"); searchText.textContent = _("Searching"); const searchSummary = document.createElement("p"); searchSummary.classList.add("search-summary"); searchSummary.innerText = ""; const searchList = document.createElement("ul"); searchList.classList.add("search"); const out = document.getElementById("search-results"); Search.title = out.appendChild(searchText); Search.dots = Search.title.appendChild(document.createElement("span")); Search.status = out.appendChild(searchSummary); Search.output = out.appendChild(searchList); const searchProgress = document.getElementById("search-progress"); // Some themes don't use the search progress node if (searchProgress) { searchProgress.innerText = _("Preparing search..."); } Search.startPulse(); // index already loaded, the browser was quick! if (Search.hasIndex()) Search.query(query); else Search.deferQuery(query); }, /** * execute search (requires search index to be loaded) */ query: (query) => { const filenames = Search._index.filenames; const docNames = Search._index.docnames; const titles = Search._index.titles; const allTitles = Search._index.alltitles; const indexEntries = Search._index.indexentries; // stem the search terms and add them to the correct list const stemmer = new Stemmer(); const searchTerms = new Set(); const excludedTerms = new Set(); const highlightTerms = new Set(); const objectTerms = new Set(splitQuery(query.toLowerCase().trim())); splitQuery(query.trim()).forEach((queryTerm) => { const queryTermLower = queryTerm.toLowerCase(); // maybe skip this "word" // stopwords array is from language_data.js if ( stopwords.indexOf(queryTermLower) !== -1 || queryTerm.match(/^\d+$/) ) return; // stem the word let word = stemmer.stemWord(queryTermLower); // select the correct list if (word[0] === "-") excludedTerms.add(word.substr(1)); else { searchTerms.add(word); highlightTerms.add(queryTermLower); } }); if (SPHINX_HIGHLIGHT_ENABLED) { // set in sphinx_highlight.js localStorage.setItem("sphinx_highlight_terms", [...highlightTerms].join(" ")) } // console.debug("SEARCH: searching for:"); // console.info("required: ", [...searchTerms]); // console.info("excluded: ", [...excludedTerms]); // array of [docname, title, anchor, descr, score, filename] let results = []; _removeChildren(document.getElementById("search-progress")); const queryLower = query.toLowerCase(); for (const [title, foundTitles] of Object.entries(allTitles)) { if (title.toLowerCase().includes(queryLower) && (queryLower.length >= title.length/2)) { for (const [file, id] of foundTitles) { let score = Math.round(100 * queryLower.length / title.length) results.push([ docNames[file], titles[file] !== title ? `${titles[file]} > ${title}` : title, id !== null ? "#" + id : "", null, score, filenames[file], ]); } } } // search for explicit entries in index directives for (const [entry, foundEntries] of Object.entries(indexEntries)) { if (entry.includes(queryLower) && (queryLower.length >= entry.length/2)) { for (const [file, id] of foundEntries) { let score = Math.round(100 * queryLower.length / entry.length) results.push([ docNames[file], titles[file], id ? "#" + id : "", null, score, filenames[file], ]); } } } // lookup as object objectTerms.forEach((term) => results.push(...Search.performObjectSearch(term, objectTerms)) ); // lookup as search terms in fulltext results.push(...Search.performTermsSearch(searchTerms, excludedTerms)); // let the scorer override scores with a custom scoring function if (Scorer.score) results.forEach((item) => (item[4] = Scorer.score(item))); // now sort the results by score (in opposite order of appearance, since the // display function below uses pop() to retrieve items) and then // alphabetically results.sort((a, b) => { const leftScore = a[4]; const rightScore = b[4]; if (leftScore === rightScore) { // same score: sort alphabetically const leftTitle = a[1].toLowerCase(); const rightTitle = b[1].toLowerCase(); if (leftTitle === rightTitle) return 0; return leftTitle > rightTitle ? -1 : 1; // inverted is intentional } return leftScore > rightScore ? 1 : -1; }); // remove duplicate search results // note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept let seen = new Set(); results = results.reverse().reduce((acc, result) => { let resultStr = result.slice(0, 4).concat([result[5]]).map(v => String(v)).join(','); if (!seen.has(resultStr)) { acc.push(result); seen.add(resultStr); } return acc; }, []); results = results.reverse(); // for debugging //Search.lastresults = results.slice(); // a copy // console.info("search results:", Search.lastresults); // print the results _displayNextItem(results, results.length, searchTerms, highlightTerms); }, /** * search for object names */ performObjectSearch: (object, objectTerms) => { const filenames = Search._index.filenames; const docNames = Search._index.docnames; const objects = Search._index.objects; const objNames = Search._index.objnames; const titles = Search._index.titles; const results = []; const objectSearchCallback = (prefix, match) => { const name = match[4] const fullname = (prefix ? prefix + "." : "") + name; const fullnameLower = fullname.toLowerCase(); if (fullnameLower.indexOf(object) < 0) return; let score = 0; const parts = fullnameLower.split("."); // check for different match types: exact matches of full name or // "last name" (i.e. last dotted part) if (fullnameLower === object || parts.slice(-1)[0] === object) score += Scorer.objNameMatch; else if (parts.slice(-1)[0].indexOf(object) > -1) score += Scorer.objPartialMatch; // matches in last name const objName = objNames[match[1]][2]; const title = titles[match[0]]; // If more than one term searched for, we require other words to be // found in the name/title/description const otherTerms = new Set(objectTerms); otherTerms.delete(object); if (otherTerms.size > 0) { const haystack = `${prefix} ${name} ${objName} ${title}`.toLowerCase(); if ( [...otherTerms].some((otherTerm) => haystack.indexOf(otherTerm) < 0) ) return; } let anchor = match[3]; if (anchor === "") anchor = fullname; else if (anchor === "-") anchor = objNames[match[1]][1] + "-" + fullname; const descr = objName + _(", in ") + title; // add custom score for some objects according to scorer if (Scorer.objPrio.hasOwnProperty(match[2])) score += Scorer.objPrio[match[2]]; else score += Scorer.objPrioDefault; results.push([ docNames[match[0]], fullname, "#" + anchor, descr, score, filenames[match[0]], ]); }; Object.keys(objects).forEach((prefix) => objects[prefix].forEach((array) => objectSearchCallback(prefix, array) ) ); return results; }, /** * search for full-text terms in the index */ performTermsSearch: (searchTerms, excludedTerms) => { // prepare search const terms = Search._index.terms; const titleTerms = Search._index.titleterms; const filenames = Search._index.filenames; const docNames = Search._index.docnames; const titles = Search._index.titles; const scoreMap = new Map(); const fileMap = new Map(); // perform the search on the required terms searchTerms.forEach((word) => { const files = []; const arr = [ { files: terms[word], score: Scorer.term }, { files: titleTerms[word], score: Scorer.title }, ]; // add support for partial matches if (word.length > 2) { const escapedWord = _escapeRegExp(word); Object.keys(terms).forEach((term) => { if (term.match(escapedWord) && !terms[word]) arr.push({ files: terms[term], score: Scorer.partialTerm }); }); Object.keys(titleTerms).forEach((term) => { if (term.match(escapedWord) && !titleTerms[word]) arr.push({ files: titleTerms[word], score: Scorer.partialTitle }); }); } // no match but word was a required one if (arr.every((record) => record.files === undefined)) return; // found search word in contents arr.forEach((record) => { if (record.files === undefined) return; let recordFiles = record.files; if (recordFiles.length === undefined) recordFiles = [recordFiles]; files.push(...recordFiles); // set score for the word in each file recordFiles.forEach((file) => { if (!scoreMap.has(file)) scoreMap.set(file, {}); scoreMap.get(file)[word] = record.score; }); }); // create the mapping files.forEach((file) => { if (fileMap.has(file) && fileMap.get(file).indexOf(word) === -1) fileMap.get(file).push(word); else fileMap.set(file, [word]); }); }); // now check if the files don't contain excluded terms const results = []; for (const [file, wordList] of fileMap) { // check if all requirements are matched // as search terms with length < 3 are discarded const filteredTermCount = [...searchTerms].filter( (term) => term.length > 2 ).length; if ( wordList.length !== searchTerms.size && wordList.length !== filteredTermCount ) continue; // ensure that none of the excluded terms is in the search result if ( [...excludedTerms].some( (term) => terms[term] === file || titleTerms[term] === file || (terms[term] || []).includes(file) || (titleTerms[term] || []).includes(file) ) ) break; // select one (max) score for the file. const score = Math.max(...wordList.map((w) => scoreMap.get(file)[w])); // add result to the result list results.push([ docNames[file], titles[file], "", null, score, filenames[file], ]); } return results; }, /** * helper function to return a node containing the * search summary for a given text. keywords is a list * of stemmed words. */ makeSearchSummary: (htmlText, keywords) => { const text = Search.htmlToText(htmlText); if (text === "") return null; const textLower = text.toLowerCase(); const actualStartPosition = [...keywords] .map((k) => textLower.indexOf(k.toLowerCase())) .filter((i) => i > -1) .slice(-1)[0]; const startWithContext = Math.max(actualStartPosition - 120, 0); const top = startWithContext === 0 ? "" : "..."; const tail = startWithContext + 240 < text.length ? "..." : ""; let summary = document.createElement("p"); summary.classList.add("context"); summary.textContent = top + text.substr(startWithContext, 240).trim() + tail; return summary; }, }; _ready(Search.init); ================================================ FILE: doc/build/html/_static/sphinx_highlight.js ================================================ /* Highlighting utilities for Sphinx HTML documentation. */ "use strict"; const SPHINX_HIGHLIGHT_ENABLED = true /** * highlight a given string on a node by wrapping it in * span elements with the given class name. */ const _highlight = (node, addItems, text, className) => { if (node.nodeType === Node.TEXT_NODE) { const val = node.nodeValue; const parent = node.parentNode; const pos = val.toLowerCase().indexOf(text); if ( pos >= 0 && !parent.classList.contains(className) && !parent.classList.contains("nohighlight") ) { let span; const closestNode = parent.closest("body, svg, foreignObject"); const isInSVG = closestNode && closestNode.matches("svg"); if (isInSVG) { span = document.createElementNS("http://www.w3.org/2000/svg", "tspan"); } else { span = document.createElement("span"); span.classList.add(className); } span.appendChild(document.createTextNode(val.substr(pos, text.length))); const rest = document.createTextNode(val.substr(pos + text.length)); parent.insertBefore( span, parent.insertBefore( rest, node.nextSibling ) ); node.nodeValue = val.substr(0, pos); /* There may be more occurrences of search term in this node. So call this * function recursively on the remaining fragment. */ _highlight(rest, addItems, text, className); if (isInSVG) { const rect = document.createElementNS( "http://www.w3.org/2000/svg", "rect" ); const bbox = parent.getBBox(); rect.x.baseVal.value = bbox.x; rect.y.baseVal.value = bbox.y; rect.width.baseVal.value = bbox.width; rect.height.baseVal.value = bbox.height; rect.setAttribute("class", className); addItems.push({ parent: parent, target: rect }); } } } else if (node.matches && !node.matches("button, select, textarea")) { node.childNodes.forEach((el) => _highlight(el, addItems, text, className)); } }; const _highlightText = (thisNode, text, className) => { let addItems = []; _highlight(thisNode, addItems, text, className); addItems.forEach((obj) => obj.parent.insertAdjacentElement("beforebegin", obj.target) ); }; /** * Small JavaScript module for the documentation. */ const SphinxHighlight = { /** * highlight the search words provided in localstorage in the text */ highlightSearchWords: () => { if (!SPHINX_HIGHLIGHT_ENABLED) return; // bail if no highlight // get and clear terms from localstorage const url = new URL(window.location); const highlight = localStorage.getItem("sphinx_highlight_terms") || url.searchParams.get("highlight") || ""; localStorage.removeItem("sphinx_highlight_terms") url.searchParams.delete("highlight"); window.history.replaceState({}, "", url); // get individual terms from highlight string const terms = highlight.toLowerCase().split(/\s+/).filter(x => x); if (terms.length === 0) return; // nothing to do // There should never be more than one element matching "div.body" const divBody = document.querySelectorAll("div.body"); const body = divBody.length ? divBody[0] : document.querySelector("body"); window.setTimeout(() => { terms.forEach((term) => _highlightText(body, term, "highlighted")); }, 10); const searchBox = document.getElementById("searchbox"); if (searchBox === null) return; searchBox.appendChild( document .createRange() .createContextualFragment( '

' + '' + _("Hide Search Matches") + "

" ) ); }, /** * helper function to hide the search marks again */ hideSearchWords: () => { document .querySelectorAll("#searchbox .highlight-link") .forEach((el) => el.remove()); document .querySelectorAll("span.highlighted") .forEach((el) => el.classList.remove("highlighted")); localStorage.removeItem("sphinx_highlight_terms") }, initEscapeListener: () => { // only install a listener if it is really needed if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) return; document.addEventListener("keydown", (event) => { // bail for input elements if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return; // bail with special keys if (event.shiftKey || event.altKey || event.ctrlKey || event.metaKey) return; if (DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS && (event.key === "Escape")) { SphinxHighlight.hideSearchWords(); event.preventDefault(); } }); }, }; _ready(() => { /* Do not call highlightSearchWords() when we are on the search page. * It will highlight words from the *previous* search query. */ if (typeof Search === "undefined") SphinxHighlight.highlightSearchWords(); SphinxHighlight.initEscapeListener(); }); ================================================ FILE: doc/build/html/genindex.html ================================================ Index — GNNWR 0.1.4 documentation
  • Index

Index

A | B | D | F | G | H | I | L | M | O | P | R | S | V | W

A

B

D

F

G

H

I

L

M

O

P

R

S

V

W

================================================ FILE: doc/build/html/index.html ================================================ Welcome to GNNWR’s documentation! — GNNWR 0.1.4 documentation

Welcome to GNNWR’s documentation!

Contents:

Indices and tables

================================================ FILE: doc/build/html/py-modindex.html ================================================ Python Module Index — GNNWR 0.1.4 documentation
  • Python Module Index

Python Module Index

g
 
g
gnnwr
    gnnwr.datasets
    gnnwr.models
    gnnwr.networks
    gnnwr.utils
================================================ FILE: doc/build/html/search.html ================================================ Search — GNNWR 0.1.4 documentation
  • Search
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GNNWR documentation master file, created by sphinx-quickstart on Sat Sep 16 22:25:09 2023. You can adapt this file completely to your liking, but it should at least contain the root `toctree` directive. Welcome to GNNWR's documentation! ================================= .. toctree:: :maxdepth: 3 :caption: Contents: :glob: gnnwr/* Indices and tables ================== * :ref:`genindex` * :ref:`modindex` * :ref:`search` ================================================ FILE: requirements.txt ================================================ numpy>=1.21.0 pandas >=1.5.3 scikit_learn>=1.0.2 torch>=1.8.1 tqdm>=4.63.0 folium~=0.14.0 branca~=0.6.0 scipy~=1.10.1 tensorboard>=2.0.0 ================================================ FILE: src/gnnwr/__init__.py ================================================ from .datasets import * from .models import * from .networks import * from .utils import * ================================================ FILE: src/gnnwr/datasets.py ================================================ import json import os import numpy as np import pandas import pandas as pd import torch from sklearn.preprocessing import MinMaxScaler, StandardScaler from torch.utils.data import Dataset, DataLoader import warnings from scipy.spatial import distance r""" The package of `datasets` includes the following functions: 1. init_dataset: initialize the dataset for training, validation and testing 2. init_dataset_cv: initialize the dataset for cross-validation 3. init_predict_dataset: initialize the dataset for prediction 4. BasicDistance: calculate the distance matrix of spatial/spatio-temporal data 5. ManhattanDistance: calculate the Manhattan distance matrix of spatial/spatio-temporal data and the following classes: 1. baseDataset: the base class of dataset 2. predictDataset: the class of dataset for prediction the purpose of this package is to provide the basic functions of pre-processing data and calculating distance matrix to facilitate the use of the model. """ class baseDataset(Dataset): r""" baseDataset is the base class of dataset, which is used to store the data and other information. it also provides the function of data scaling, data saving and data loading. Parameters ---------- data: pandas.DataFrame dataframe x_column: list independent variable column name y_column: list dependent variable column name id_column: str id column name is_need_STNN: bool whether need STNN(default: ``False``) | if ``True``, the dataset will be used to train the Model with STNN and SPNN | and the GTNNWR Model will use the STNN and SPNN to calculate the distance matrix | if ``False``, the dataset will not be used to train the Model with STNN and SPNN """ def __init__(self, data=None, x_column: list = None, y_column: list = None, id_column=None, is_need_STNN=False): self.dataframe = data self.x = x_column self.y = y_column self.id = id_column if data is None: self.x_data = None self.datasize = -1 self.coefsize = -1 self.y_data = None self.id_data = None else: self.x_data = data[x_column].astype(np.float32).values # x_data is independent variables data self.datasize = self.x_data.shape[0] # datasize is the number of samples self.coefsize = len(x_column) + 1 # coefsize is the number of coefficients self.y_data = data[y_column].astype(np.float32).values # y_data is dependent variables data if id_column is not None: self.id_data = data[id_column].astype(np.int64).values else: raise ValueError("id_column is None") self.is_need_STNN = is_need_STNN self.scale_fn = None # scale function self.x_scale_info = None # scale information of x_data self.y_scale_info = None # scale information of y_data self.distances = None # distances is the distance matrix of spatial/spatio-temporal data self.temporal = None # temporal is the temporal distance matrix of spatio-temporal data self.simple_distance = True self.scaledDataframe = None self.batch_size = None self.shuffle = None self.distances_scale_param = None def __len__(self): """ :return: the number of samples """ return len(self.y_data) def __getitem__(self, index): """ :param index: the index of sample :return: the index-th distance matrix and the index-th sample """ if self.is_need_STNN: return torch.cat((torch.tensor(self.distances[index], dtype=torch.float), torch.tensor(self.temporal[index], dtype=torch.float)), dim=-1), \ torch.tensor(self.x_data[index], dtype=torch.float), \ torch.tensor(self.y_data[index], dtype=torch.float), \ torch.tensor(self.id_data[index], dtype=torch.float) return torch.tensor(self.distances[index], dtype=torch.float), \ torch.tensor(self.x_data[index],dtype=torch.float), \ torch.tensor(self.y_data[index], dtype=torch.float), \ torch.tensor(self.id_data[index], dtype=torch.float) def scale(self, scale_fn, scale_params): """ scale the data with the scale function and scale parameters Parameters ---------- scale_fn: str scale function name | if ``minmax_scale``, use MinMaxScaler | if ``standard_scale``, use StandardScaler scale_params: list scaler with scale parameters | if ``minmax_scale``, scale_params is a list of dict with ``min`` and ``max`` | if ``standard_scale``, scale_params is a list of dict with ``mean`` and ``var`` """ x_scale_params = scale_params[0] y_scale_params = scale_params[1] if not x_scale_params: x_scale_params = None if not y_scale_params: y_scale_params = None self.x_scale_info,self.y_scale_info = x_scale_params, y_scale_params if scale_fn == "minmax_scale": self.scale_fn = "minmax_scale" if x_scale_params is not None: self.x_data = (self.x_data - x_scale_params["min"]) / (x_scale_params["max"] - x_scale_params["min"]) if y_scale_params is not None: self.y_data = (self.y_data - y_scale_params["min"]) / (y_scale_params["max"] - y_scale_params["min"]) elif scale_fn == "standard_scale": self.scale_fn = "standard_scale" if x_scale_params is not None: self.x_data = (self.x_data - x_scale_params['mean']) / np.sqrt(x_scale_params["var"]) if y_scale_params is not None: self.y_data = (self.y_data - y_scale_params['mean']) / np.sqrt(y_scale_params["var"]) self.getScaledDataframe() # Calculate ScaledDataframe self.x_data = np.concatenate((self.x_data, np.ones( (self.datasize, 1))), axis=1) def getScaledDataframe(self): """ get the scaled dataframe and save it in ``scaledDataframe`` """ columns = np.concatenate((self.x, self.y), axis=0) scaledData = np.concatenate((self.x_data, self.y_data), axis=1) self.scaledDataframe = pd.DataFrame(scaledData, columns=columns) def rescale(self, x, y): """ rescale the data with the scale function and scale parameters Parameters ---------- x: numpy.ndarray independent variable data y: numpy.ndarray dependent variable data Returns ------- x: numpy.ndarray rescaled independent variable data y: numpy.ndarray rescaled dependent variable data """ if self.scale_fn == "minmax_scale": if x is not None and self.x_scale_info is not None: x = np.multiply(x, self.x_scale_info["max"] - self.x_scale_info["min"]) + self.x_scale_info["min"] elif self.x_scale_info is None: raise ValueError("Invalid x scale info") if y is not None and self.y_scale_info is not None: y = np.multiply(y, self.y_scale_info["max"] - self.y_scale_info["min"]) + self.y_scale_info["min"] elif self.y_scale_info is None: raise ValueError("Invalid y scale info") elif self.scale_fn == "standard_scale": if x is not None and self.x_scale_info is not None: x = np.multiply(x, np.sqrt(self.x_scale_info["var"])) + self.x_scale_info["mean"] elif self.x_scale_info is None: raise ValueError("Invalid x scale info") if y is not None and self.y_scale_info is not None: y = np.multiply(y, np.sqrt(self.y_scale_info["var"])) + self.y_scale_info["mean"] elif self.y_scale_info is None: raise ValueError("Invalid y scale info") else: raise ValueError("invalid process_fn") return x, y def save(self, dirname, exist_ok=False): """ save the dataset :param dirname: save directory """ if os.path.exists(dirname) and not exist_ok: raise ValueError("dir is already exists") if self.dataframe is None: raise ValueError("dataframe is None") if not os.path.exists(dirname): os.makedirs(dirname) x_scale_info = {} y_scale_info = {} if self.x_scale_info is not None: for key, value in self.x_scale_info.items(): x_scale_info[key] = value.tolist() if self.y_scale_info is not None: for key, value in self.y_scale_info.items(): y_scale_info[key] = value.tolist() with open(os.path.join(dirname, "dataset_info.json"), "w") as f: distance_scale_info = {} for key in self.distances_scale_param.keys(): distance_scale_info[key] = self.distances_scale_param[key].tolist() json.dump({"x": self.x, "y": self.y, "id": self.id, "batch_size": self.batch_size, "shuffle": self.shuffle, "is_need_STNN": self.is_need_STNN, "scale_fn": self.scale_fn, "x_scale_info": json.dumps(x_scale_info), "y_scale_info": json.dumps(y_scale_info), "distance_scale_info": json.dumps(distance_scale_info), 'simple_distance': self.simple_distance }, f) # save the distance matrix np.save(os.path.join(dirname, "distances.npy"), self.distances) # save dataframe self.dataframe.to_csv(os.path.join(dirname, "dataframe.csv"), index=False) self.scaledDataframe.to_csv(os.path.join(dirname, "scaledDataframe.csv"), index=False) def read(self, dirname): """ read the dataset by the directory :param dirname: read directory """ if not os.path.exists(dirname): raise ValueError("dir is not exists") # read the information of dataset with open(os.path.join(dirname, "dataset_info.json"), "r") as f: dataset_info = json.load(f) self.x = dataset_info.get("x", None) self.y = dataset_info.get("y", None) self.id = dataset_info.get("id", None) self.batch_size = dataset_info.get("batch_size", None) self.shuffle = dataset_info.get("shuffle", None) self.is_need_STNN = dataset_info.get("is_need_STNN", None) self.scale_fn = dataset_info.get("scale_fn", None) self.simple_distance = dataset_info.get("simple_distance", None) self.x_scale_info = json.loads(dataset_info.get("x_scale_info", None)) self.y_scale_info = json.loads(dataset_info.get("y_scale_info", None)) self.distances_scale_param = json.loads(dataset_info.get("distance_scale_info", None)) x_scale_info = self.x_scale_info y_scale_info = self.y_scale_info if self.x_scale_info is not None: for key, value in x_scale_info.items(): self.x_scale_info[key] = np.array(value) if self.y_scale_info is not None: for key, value in y_scale_info.items(): self.y_scale_info[key] = np.array(value) # read the distance matrix self.distances = np.load(os.path.join(dirname, "distances.npy")).astype(np.float32) # read dataframe self.dataframe = pd.read_csv(os.path.join(dirname, "dataframe.csv")) self.x_data = self.dataframe[self.x].astype(np.float32).values self.datasize = self.x_data.shape[0] self.y_data = self.dataframe[self.y].astype(np.float32).values self.id_data = self.dataframe[self.id].astype(np.int64).values self.coefsize = len(self.x) + 1 self.scale(self.scale_fn, [self.x_scale_info, self.y_scale_info]) class predictDataset(Dataset): """ Predict dataset is used to predict the dependent variable of the data. :param data: dataframe :param x_column: independent variable column name :param process_fn: process function name :param scale_info: process function parameters :param is_need_STNN: whether to need STNN """ def __init__(self, data, x_column, process_fn="minmax_scale", scale_info=None, is_need_STNN=False): if scale_info is None: scale_info = [] self.dataframe = data self.x = x_column if data is None: self.x_data = None self.datasize = -1 self.coefsize = -1 else: self.x_data = data[x_column].astype(np.float32).values # x_data is independent variables data self.datasize = self.x_data.shape[0] # datasize is the number of samples self.coefsize = len(x_column) + 1 # coefsize is the number of coefficients self.is_need_STNN = is_need_STNN self.process_fn = process_fn if len(scale_info): self.x_scale_info = scale_info[0] # scale information of x_data self.y_scale_info = scale_info[1] self.use_scale_info = True else: self.x_scale_info, self.y_scale_info = None, None self.use_scale_info = False # 数据预处理 self.scale_fn = process_fn if process_fn == "minmax_scale": if self.use_scale_info: self.x_data = self.minmax_scaler(self.x_data, self.x_scale_info["min"], self.x_scale_info["max"]) else: self.x_data = self.minmax_scaler(self.x_data) elif process_fn == "standard_scale": if self.use_scale_info: self.x_data = self.standard_scaler(self.x_data, self.x_scale_info["mean"], np.sqrt(self.x_scale_info["var"])) else: self.x_data = self.standard_scaler(self.x_data) else: raise ValueError("invalid process_fn") self.x_data = np.concatenate((self.x_data, np.ones((self.datasize, 1))), axis=1) self.distances = None self.temporal = None def __len__(self): """ :return: the number of samples """ return len(self.x_data) def __getitem__(self, index): """ :param index: sample index :return: distance matrix and independent variable data and dependent variable data """ if self.is_need_STNN: return torch.cat((torch.tensor(self.distances[index], dtype=torch.float), torch.tensor(self.temporal[index], dtype=torch.float)), dim=-1), \ torch.tensor(self.x_data[index], dtype=torch.float) return torch.tensor(self.distances[index], dtype=torch.float), \ torch.tensor(self.x_data[index], dtype=torch.float) def rescale(self, x, y): """ rescale the attribute data :param x: Input attribute data :return: rescaled attribute data """ if self.scale_fn == "minmax_scale": if x is not None and self.x_scale_info is not None: x = x * (self.x_scale_info["max"] - self.x_scale_info["min"]) + self.x_scale_info["min"] elif self.x_scale_info is None: raise ValueError("Invalid x scale info") if y is not None and self.y_scale_info is not None: y = y * (self.y_scale_info["max"] - self.y_scale_info["min"]) + self.y_scale_info["min"] elif self.y_scale_info is None: raise ValueError("Invalid y scale info") elif self.scale_fn == "standard_scale": if x is not None and self.x_scale_info is not None: x = x * np.sqrt(self.x_scale_info["var"]) + self.x_scale_info["mean"] elif self.x_scale_info is None: raise ValueError("Invalid x scale info") if y is not None and self.y_scale_info is not None: y = y * np.sqrt(self.y_scale_info["var"]) + self.y_scale_info["mean"] elif self.y_scale_info is None: raise ValueError("Invalid y scale info") else: raise ValueError("invalid process_fn") return x,y def minmax_scaler(self, x, min=None, max=None): """ function of minmax scaler :param x: Input attribute data :param min: minimum value of each attribute :param max: maximum value of each attribute :return: Output attribute data """ if max is None: max = [] if min is None: min = [] if len(min) == 0: x = (x - x.min(axis=0)) / (x.max(axis=0) - x.min(axis=0)) else: x = (x - min) / (max - min) return x def standard_scaler(self, x, mean=None, std=None): """ function of standard scaler :param x: Input attribute data :param mean: mean value of each attribute :param std: standard deviation of each attribute :return: Output attribute data """ if std is None: std = [] if mean is None: mean = [] if len(mean) == 0: x = (x - x.mean(axis=0)) / x.std(axis=0) else: x = (x - mean) / std return x def BasicDistance(x, y): """ Calculate the distance between two points :param x: Input point coordinate data :param y: Input target point coordinate data :return: distance matrix """ x = np.float32(x) y = np.float32(y) dist = distance.cdist(x, y, 'euclidean') return dist def ManhattanDistance(x, y): """ Calculate the Manhattan distance between two points :param x: Input point coordinate data :param y: Input target point coordinate data :return: distance matrix """ return np.float32(np.sum(np.abs(x[:, np.newaxis, :] - y), axis=2)) def init_dataset(data, test_ratio, valid_ratio, x_column, y_column, spatial_column=None, temp_column=None, id_column=None, sample_seed=42, process_fn="minmax_scale", process_var = ["x"], batch_size=32, shuffle=True, use_model="gnnwr", spatial_fun=BasicDistance, temporal_fun=ManhattanDistance, max_val_size=-1, max_test_size=-1, from_for_cv=0, is_need_STNN=False, Reference=None, simple_distance=True, dropna=True ): r""" Initialize the dataset and return the training set, validation set, and test set for the model. Parameters ---------- data : pandas.DataFrame The dataset to be initialized. test_ratio : float The ratio of test data. valid_ratio : float The ratio of validation data. x_column : list The name of the input attribute column. y_column : list The name of the output attribute column. spatial_column : list The name of the spatial attribute column. temp_column : list The name of the temporal attribute column. id_column : list The name of the ID column. sample_seed : int The random seed for sampling. process_fn : callable The data pre-processing function. batch_size : int The size of the batch. shuffle : bool Whether to shuffle the data. use_model : str The model to be used, e.g., "gnnwr", "gnnwr spnn", "gtnnwr", "gtnnwr stpnn". spatial_fun : callable The function for calculating spatial distance. temporal_fun : callable The function for calculating temporal distance. max_val_size : int The maximum size of the validation data in one injection. max_test_size : int The maximum size of the test data in one injection. from_for_cv : int The start index of the data for cross-validation. is_need_STNN : bool A flag indicating whether to use STNN. Reference : Union[str, pandas.DataFrame] Reference points for calculating the distance. It can be a string ["train", "train_val"] or a pandas DataFrame. simple_distance : bool A flag indicating whether to use a simple distance function for calculation. dropna : bool A flag indicating whether to drop NaN values. Returns ------- train_dataset : baseDataset The training dataset. valid_dataset : baseDataset The validation dataset. test_dataset : baseDataset The test dataset. """ if spatial_fun is None: # if dist_fun is None, raise error raise ValueError( "dist_fun must be a function that can process the data") if spatial_column is None: # if dist_column is None, raise error raise ValueError( "dist_column must be a column name in data") if dropna: oriLen = data.shape[0] data.dropna(axis=0, how='any', inplace=True) if oriLen > data.shape[0]: warnings.warn( "Dropping {} {} with missing values. To forbid dropping, you need to set the argument dropna=False".format( oriLen - data.shape[0], 'row' if oriLen - data.shape[0] == 1 else 'rows')) if id_column is None: id_column = ['id'] if 'id' not in data.columns: data['id'] = np.arange(len(data)) else: warnings.warn("id_column is None and use default id column in data", RuntimeWarning) np.random.seed(sample_seed) data = data.sample(frac=1) # shuffle data # data split test_data = data[int((1 - test_ratio) * len(data)):] train_data = data[:int((1 - test_ratio) * len(data))] val_data = train_data[ int(from_for_cv * valid_ratio * len(train_data)):int((1 + from_for_cv) * valid_ratio * len(train_data))] train_data = pandas.concat([train_data[:int(from_for_cv * valid_ratio * len(train_data))], train_data[int((1 + from_for_cv) * valid_ratio * len(train_data)):]]) return init_dataset_split( train_data=train_data, val_data=val_data, test_data=test_data, x_column=x_column, y_column=y_column, spatial_column=spatial_column, temp_column=temp_column, id_column=id_column, process_fn=process_fn, process_var = process_var, batch_size=batch_size, shuffle=shuffle, use_model=use_model, spatial_fun=spatial_fun, temporal_fun=temporal_fun, max_val_size=max_val_size, max_test_size=max_test_size, is_need_STNN=is_need_STNN, Reference=Reference, simple_distance=simple_distance, dropna=dropna ) def init_dataset_split(train_data, val_data, test_data, x_column, y_column, spatial_column=None, temp_column=None, id_column=None, process_fn="minmax_scale", process_var = ["x"], batch_size=32, shuffle=True, use_model="gnnwr", spatial_fun=BasicDistance, temporal_fun=ManhattanDistance, max_val_size=-1, max_test_size=-1, is_need_STNN=False, Reference=None, simple_distance=True, dropna=True ): r""" Initialize the dataset and return the training set, validation set, and test set for the model. Parameters ---------- train_data : pandas.DataFrame The dataset to be initialized. valid_data : pandas.DataFrame The dataset to be initialized. test_data : pandas.DataFrame The dataset to be initialized. x_column : list The name of the input attribute column. y_column : list The name of the output attribute column. spatial_column : list The name of the spatial attribute column. temp_column : list The name of the temporal attribute column. id_column : list The name of the ID column. sample_seed : int The random seed for sampling. process_fn : callable The data pre-processing function. batch_size : int The size of the batch. shuffle : bool Whether to shuffle the data. use_model : str The model to be used, e.g., "gnnwr", "gnnwr spnn", "gtnnwr", "gtnnwr stpnn". spatial_fun : callable The function for calculating spatial distance. temporal_fun : callable The function for calculating temporal distance. max_val_size : int The maximum size of the validation data in one injection. max_test_size : int The maximum size of the test data in one injection. from_for_cv : int The start index of the data for cross-validation. is_need_STNN : bool A flag indicating whether to use STNN. Reference : Union[str, pandas.DataFrame] Reference points for calculating the distance. It can be a string ["train", "train_val"] or a pandas DataFrame. simple_distance : bool A flag indicating whether to use a simple distance function for calculation. dropna : bool A flag indicating whether to drop NaN values. Returns ------- train_dataset : baseDataset The training dataset. valid_dataset : baseDataset The validation dataset. test_dataset : baseDataset The test dataset. """ if spatial_fun is None: # if dist_fun is None, raise error raise ValueError( "dist_fun must be a function that can process the data") if spatial_column is None: # if dist_column is None, raise error raise ValueError( "dist_column must be a column name in data") if dropna: # train_data oriLen_train = train_data.shape[0] train_data = train_data.dropna(axis=0) if oriLen_train > train_data.shape[0]: warnings.warn( "Dropping {} {} with missing values. To forbid dropping, you need to set the argument dropna=False".format( oriLen_train - train_data.shape[0], 'row' if oriLen_train - train_data.shape[0] == 1 else 'rows')) # val_data oriLen_val = val_data.shape[0] val_data = val_data.dropna(axis=0) if oriLen_val > val_data.shape[0]: warnings.warn( "Dropping {} {} with missing values. To forbid dropping, you need to set the argument dropna=False".format( oriLen_val - val_data.shape[0], 'row' if oriLen_val - val_data.shape[0] == 1 else 'rows')) # test_data oriLen_test = test_data.shape[0] test_data = test_data.dropna(axis=0) if oriLen_test > test_data.shape[0]: warnings.warn( "Dropping {} {} with missing values. To forbid dropping, you need to set the argument dropna=False".format( oriLen_test - test_data.shape[0], 'row' if oriLen_test - test_data.shape[0] == 1 else 'rows')) data = pd.concat((train_data, val_data, test_data)) data["__belong__"] = np.concatenate(( np.full(len(train_data),"train"), np.full(len(val_data),"val"), np.full(len(test_data),"test"), ) ) if id_column is None: id_column = ['id'] if 'id' not in data.columns: data['id'] = np.arange(len(data)) else: warnings.warn("id_column is None and use default id column in data", RuntimeWarning) train_data = data[:len(train_data)].copy() val_data = data[len(train_data):len(train_data)+len(val_data)].copy() test_data = data[len(train_data)+len(val_data):].copy() scaler_x = None scaler_y = None # data pre-process if process_fn == "minmax_scale": scaler_x = MinMaxScaler() scaler_y = MinMaxScaler() elif process_fn == "standard_scale": scaler_x = StandardScaler() scaler_y = StandardScaler() scaler_params_x = scaler_x.fit(train_data[x_column]) scaler_params_y = scaler_y.fit(train_data[y_column]) scaler_params = [None, None] # convert Scaler to Scale Params if process_fn == "minmax_scale": def cvtparams(Scaler): return {"max":Scaler.data_max_,"min":Scaler.data_min_} elif process_fn == "standard_scale": def cvtparams(Scaler): return {"mean":Scaler.mean_,"var":Scaler.var_} if "x" in process_var: scaler_params[0] = cvtparams(scaler_params_x) if "y" in process_var: scaler_params[1] = cvtparams(scaler_params_y) # Use the parameters of the dataset to normalize the train_dataset, val_dataset, and test_dataset if use_model in ["gnnwr", "gnnwr spnn", "gtnnwr", "gtnnwr stpnn"]: train_dataset = baseDataset(train_data, x_column, y_column, id_column, is_need_STNN) val_dataset = baseDataset(val_data, x_column, y_column, id_column, is_need_STNN) test_dataset = baseDataset(test_data, x_column, y_column, id_column, is_need_STNN) else: # Other dataset will be added soon raise ValueError("invalid use_model") train_dataset.scale(process_fn, scaler_params) val_dataset.scale(process_fn, scaler_params) test_dataset.scale(process_fn, scaler_params) if Reference is None: reference_data = train_data elif isinstance(Reference, str): if Reference == "train": reference_data = train_data elif Reference == "train_val": reference_data = pandas.concat([train_data, val_data]) else: raise ValueError("Reference str must be 'train' or 'train_val'") else: reference_data = Reference if not isinstance(reference_data, pandas.DataFrame): raise ValueError("reference_data must be a pandas.DataFrame") train_dataset.reference, val_dataset.reference, test_dataset.reference = reference_data, reference_data, reference_data train_dataset.spatial_column = val_dataset.spatial_column = test_dataset.spatial_column = spatial_column train_dataset.x_column = val_dataset.x_column = test_dataset.x_column = x_column train_dataset.y_column = val_dataset.y_column = test_dataset.y_column = y_column if use_model == "gnnwr": train_dataset.distances, val_dataset.distances, test_dataset.distances = _init_gnnwr_distance( reference_data[spatial_column].values, train_data[spatial_column].values, val_data[spatial_column].values, test_data[spatial_column].values, spatial_fun ) elif use_model == "gtnnwr": assert temp_column is not None, "temp_column must be not None in gtnnwr" train_dataset.distances, val_dataset.distances, test_dataset.distances = _init_gtnnwr_distance( [reference_data[spatial_column].values,reference_data[temp_column].values], [train_data[spatial_column].values, train_data[temp_column].values], [val_data[spatial_column].values, val_data[temp_column].values], [test_data[spatial_column].values, test_data[temp_column].values], spatial_fun, temporal_fun ) elif use_model == "gnnwr spnn": train_dataset.distances, val_dataset.distances, test_dataset.distances = _init_gnnwr_spnn_distance( reference_data[spatial_column].values, train_data[spatial_column].values, val_data[spatial_column].values, test_data[spatial_column].values ) train_dataset.is_need_STNN, val_dataset.is_need_STNN, test_dataset.is_need_STNN = True, True, True elif use_model == "gtnnwr stpnn": assert temp_column is not None, "temp_column must be not None in gtnnwr" train_points, val_points, test_points = _init_gtnnwr_stpnn_distance( reference_data[spatial_column + temp_column].values, train_data[spatial_column + temp_column].values, val_data[spatial_column + temp_column].values, test_data[spatial_column + temp_column].values ) train_dataset.distances, train_dataset.temporal = train_points val_dataset.distances, val_dataset.temporal = val_points test_dataset.distances, test_dataset.temporal = test_points train_dataset.is_need_STNN, val_dataset.is_need_STNN, test_dataset.is_need_STNN = True, True, True # Other calculation methods can be added here. train_dataset.simple_distance = simple_distance val_dataset.simple_distance = simple_distance test_dataset.simple_distance = simple_distance if process_fn == "minmax_scale": distance_scale = MinMaxScaler() temporal_scale = MinMaxScaler() else: distance_scale = StandardScaler() temporal_scale = StandardScaler() # scale distance matrix distances = train_dataset.distances distances = distance_scale.fit_transform(distances.reshape(-1, distances.shape[-1])).reshape(distances.shape) train_dataset.distances = distance_scale.transform(train_dataset.distances.reshape(-1, train_dataset.distances.shape[-1])).reshape(train_dataset.distances.shape) val_dataset.distances = distance_scale.transform(val_dataset.distances.reshape(-1, val_dataset.distances.shape[-1])).reshape(val_dataset.distances.shape) test_dataset.distances = distance_scale.transform(test_dataset.distances.reshape(-1, test_dataset.distances.shape[-1])).reshape(test_dataset.distances.shape) if process_fn == "minmax_scale": distance_scale_param = {"min": distance_scale.data_min_, "max": distance_scale.data_max_} else: distance_scale_param = {"mean": distance_scale.mean_, "var": distance_scale.var_} train_dataset.distances_scale_param = val_dataset.distances_scale_param = test_dataset.distances_scale_param = distance_scale_param if train_dataset.temporal is not None and val_dataset.temporal is not None and test_dataset.temporal is not None: temporal = train_dataset.temporal temporal = temporal_scale.fit_transform(temporal.reshape(-1, temporal.shape[-1])).reshape(temporal.shape) train_dataset.temporal = temporal_scale.transform(train_dataset.temporal.reshape(-1, train_dataset.temporal.shape[-1])).reshape(train_dataset.temporal.shape) val_dataset.temporal = temporal_scale.transform(val_dataset.temporal.reshape(-1, val_dataset.temporal.shape[-1])).reshape(val_dataset.temporal.shape) test_dataset.temporal = temporal_scale.transform(test_dataset.temporal.reshape(-1, test_dataset.temporal.shape[-1])).reshape(test_dataset.temporal.shape) if process_fn == "minmax_scale": temporal_scale_param = {"min": temporal_scale.data_min_, "max": temporal_scale.data_max_} else: temporal_scale_param = {"mean": temporal_scale.mean_, "var": temporal_scale.var_} train_dataset.temporal_scale_param = val_dataset.temporal_scale_param = test_dataset.temporal_scale_param = temporal_scale_param # initialize dataloader for train/val/test dataset # set batch_size for train_dataset as batch_size # set batch_size for val_dataset as max_val_size # set batch_size for test_dataset as max_test_size train_dataset.dataloader = DataLoader( train_dataset, batch_size=batch_size, shuffle=shuffle) if max_val_size < 0: max_val_size = len(val_dataset) if max_test_size < 0: max_test_size = len(test_dataset) val_dataset.dataloader = DataLoader( val_dataset, batch_size=max_val_size, shuffle=shuffle) test_dataset.dataloader = DataLoader( test_dataset, batch_size=max_test_size, shuffle=shuffle) train_dataset.batch_size, train_dataset.shuffle = batch_size, shuffle val_dataset.batch_size, val_dataset.shuffle = max_val_size, shuffle test_dataset.batch_size, test_dataset.shuffle = max_test_size, shuffle return train_dataset, val_dataset, test_dataset def init_dataset_cv(data, test_ratio, k_fold, x_column, y_column, spatial_column=None, temp_column=None, id_column=None, sample_seed=100, process_fn="minmax_scale", batch_size=32, shuffle=True, use_class=baseDataset, spatial_fun=BasicDistance, temporal_fun=ManhattanDistance, max_val_size=-1, max_test_size=-1, is_need_STNN=False, Reference=None, simple_distance=True): """ initialize dataset for cross validation :param data: input data :param test_ratio: test set ratio :param k_fold: k of k-fold :param x_column: attribute column name :param y_column: label column name :param spatial_column: spatial distance column name :param temp_column: temporal distance column name :param id_column: id column name :param sample_seed: random seed :param process_fn: data process function :param batch_size: batch size :param shuffle: shuffle or not :param use_class: dataset class :param spatial_fun: spatial distance calculate function :param temporal_fun: temporal distance calculate function :param max_val_size: validation set size :param max_test_size: test set size :param is_need_STNN: whether need STNN :param Reference: reference data :param simple_distance: is simple distance :return: cv_data_set, test_dataset """ cv_data_set = [] valid_ratio = (1 - test_ratio) / k_fold test_dataset = None for i in range(k_fold): train_dataset, val_dataset, test_dataset = init_dataset(data, test_ratio, valid_ratio, x_column, y_column, spatial_column, temp_column, id_column, sample_seed, process_fn, batch_size, shuffle, use_class, spatial_fun, temporal_fun, max_val_size, max_test_size, i, is_need_STNN, Reference, simple_distance) cv_data_set.append((train_dataset, val_dataset)) return cv_data_set, test_dataset def init_predict_dataset(data, train_dataset, x_column, spatial_column=None, temp_column=None, process_fn="minmax_scale", scale_sync=True, use_model="gnnwr", use_class=predictDataset, spatial_fun=BasicDistance, temporal_fun=ManhattanDistance, batch_size=-1, is_need_STNN=False): """ initialize predict dataset :param data: input data :param train_dataset: train data :param x_column: attribute column name :param spatial_column: spatial distance column name :param temp_column: temporal distance column name :param process_fn: data process function :param scale_sync: scale sync or not :param batch_size: max size of predict dataset :param use_class: dataset class :param spatial_fun: spatial distance calculate function :param temporal_fun: temporal distance calculate function :param is_need_STNN: is need STNN or not :return: predict_dataset """ if spatial_fun is None: # if dist_fun is None, raise error raise ValueError( "dist_fun must be a function that can process the data") if spatial_column is None: # if dist_column is None, raise error raise ValueError( "dist_column must be a column name in data") # initialize the predict_dataset if scale_sync: predict_dataset = use_class(data=data, x_column=x_column, process_fn=process_fn, scale_info=[train_dataset.x_scale_info, train_dataset.y_scale_info], is_need_STNN=is_need_STNN) else: predict_dataset = use_class(data=data, x_column=x_column, process_fn=process_fn, is_need_STNN=is_need_STNN) # calculate distance predict_data = predict_dataset.dataframe reference_data = train_dataset.reference if use_model == "gnnwr": predict_dataset.distances = _init_gnnwr_distance_pred( reference_data[spatial_column].values, predict_data[spatial_column].values,spatial_fun ) elif use_model == "gtnnwr": assert temp_column is not None, "temp_column must be not None in gtnnwr" predict_dataset.distances = _init_gtnnwr_distance_pred( [reference_data[spatial_column].values,reference_data[temp_column].values], [predict_data[spatial_column].values, predict_data[temp_column].values], spatial_fun, temporal_fun ) elif use_model == "gnnwr spnn": predict_dataset.distances = _init_gnnwr_spnn_distance_pred( reference_data[spatial_column].values, predict_data[spatial_column].values ) predict_dataset.is_need_STNN = True elif use_model == "gtnnwr stpnn": assert temp_column is not None, "temp_column must be not None in gtnnwr" pred_points = _init_gtnnwr_stpnn_distance_pred( reference_data[spatial_column + temp_column].values, predict_data[spatial_column + temp_column].values, ) predict_dataset.distances, predict_dataset.temporal = pred_points predict_dataset.is_need_STNN = True # distance preprocess distance_shape = predict_dataset.distances.shape if process_fn == "minmax_scale": predict_dataset.distances = predict_dataset.minmax_scaler(predict_dataset.distances.reshape(-1,distance_shape[-1]), train_dataset.distances_scale_param['min'], train_dataset.distances_scale_param['max']).reshape(distance_shape) else: predict_dataset.distances = predict_dataset.standard_scaler(predict_dataset.distances.reshape(-1,distance_shape[-1]), train_dataset.distances_scale_param['mean'], train_dataset.distances_scale_param['var']).reshape(distance_shape) # initialize dataloader for train/val/test dataset if batch_size < 0: batch_size = len(predict_dataset) predict_dataset.dataloader = DataLoader(predict_dataset, batch_size=batch_size, shuffle=False) return predict_dataset def load_dataset(directory, use_class=baseDataset): dataset = use_class() dataset.read(directory) dataset.dataloader = DataLoader(dataset, batch_size=dataset.batch_size, shuffle=dataset.shuffle) return dataset # To make the distance calculation clearer, each method is separated into independent functions here. # TODO: fix comment def _init_gnnwr_distance(refer_data, train_data, val_data, test_data, spatial_fun=BasicDistance): r""" Parameters ---------- refer_data : numpy.nDarray Reference points for calculating the distance. train_data : object The data subset used for training the model. val_data : object The data subset used for validating the model during training. test_data : object The data subset used for testing the model after training. Returns ------- train_distance : numpy.nDarray matrix of distance between points in train_data and Reference points val_distance : numpy.nDarray matrix of distance between points in val_data and Reference points test_distance : numpy.nDarray matrix of distance between points in test_data and Reference points """ train_distance = spatial_fun(train_data, refer_data) val_distance = spatial_fun(val_data, refer_data) test_distance = spatial_fun(test_data, refer_data) return train_distance, val_distance, test_distance def _init_gnnwr_distance_pred(refer_data, pred_data, spatial_fun=BasicDistance): """ :param refer_data: :param train_data: :param val_data: :param test_data: :return: """ pred_distance = spatial_fun(pred_data, refer_data) return pred_distance def _init_gtnnwr_distance(refer_data, train_data, val_data, test_data, spatial_fun=BasicDistance, temporal_fun=ManhattanDistance): """ :param refer_data: :param train_data: :param val_data: :param test_data: :return: """ refer_s_distance, refer_t_distance = refer_data[0], refer_data[1] train_s_distance, train_t_distance = train_data[0], train_data[1] val_s_distance, val_t_distance = val_data[0], val_data[1] test_s_distance, test_t_distance = test_data[0], test_data[1] train_s_distance = spatial_fun(train_s_distance, refer_s_distance) val_s_distance = spatial_fun(val_s_distance, refer_s_distance) test_s_distance = spatial_fun(test_s_distance, refer_s_distance) train_t_distance = temporal_fun(train_t_distance, refer_t_distance) val_t_distance = temporal_fun(val_t_distance, refer_t_distance) test_t_distance = temporal_fun(test_t_distance, refer_t_distance) train_distance = np.concatenate((train_s_distance[:, :, np.newaxis], train_t_distance[:, :, np.newaxis]), axis=2) val_distance = np.concatenate((val_s_distance[:, :, np.newaxis], val_t_distance[:, :, np.newaxis]), axis=2) test_distance = np.concatenate((test_s_distance[:, :, np.newaxis], test_t_distance[:, :, np.newaxis]), axis=2) return train_distance, val_distance, test_distance def _init_gtnnwr_distance_pred(refer_data, pred_data, spatial_fun=BasicDistance, temporal_fun=ManhattanDistance): """ :param refer_data: :param train_data: :param val_data: :param test_data: :return: """ refer_s_distance, refer_t_distance = refer_data[0], refer_data[1] pred_s_distance, pred_t_distance = pred_data[0], pred_data[1] pred_s_distance = spatial_fun(pred_s_distance, refer_s_distance) pred_t_distance = temporal_fun(pred_t_distance, refer_t_distance) pred_distance = np.concatenate((pred_s_distance[:, :, np.newaxis], pred_t_distance[:, :, np.newaxis]), axis=2) return pred_distance def _init_gnnwr_spnn_distance( refer_data, train_data, val_data, test_data): """ :param refer_data: :param train_data: :param val_data: :param test_data: :return: """ # calculate point matrix matrix_length = len(refer_data) train_length,val_length,test_length = len(train_data),len(val_data),len(test_data) train_point_matrix = np.repeat(train_data[:, np.newaxis, :], matrix_length, axis=1) refer_point_train_matrix = np.repeat(refer_data[:,np.newaxis,:], train_length, axis=1) train_point_matrix = np.concatenate( (train_point_matrix, np.transpose(refer_point_train_matrix, (1, 0, 2))), axis=2) val_point_matrix = np.repeat(val_data[:, np.newaxis, :], matrix_length, axis=1) refer_point_val_matrix = np.repeat(refer_data[:,np.newaxis,:], val_length, axis=1) val_point_matrix = np.concatenate( (val_point_matrix, np.transpose(refer_point_val_matrix, (1, 0, 2))), axis=2) test_point_matrix = np.repeat(test_data[:, np.newaxis, :], matrix_length, axis=1) refer_point_test_matrix = np.repeat(refer_data[:,np.newaxis,:], test_length, axis=1) test_point_matrix = np.concatenate( (test_point_matrix, np.transpose(refer_point_test_matrix, (1, 0, 2))), axis=2) return train_point_matrix, val_point_matrix, test_point_matrix def _init_gnnwr_spnn_distance_pred( refer_data, pred_data): """ :param refer_data: :param train_data: :param val_data: :param test_data: :return: """ # calculate point matrix matrix_length = len(refer_data) pred_length = len(pred_data) pred_point_matrix = np.repeat(pred_data[:, np.newaxis, :], matrix_length, axis=1) refer_point_pred_matrix = np.repeat(refer_data[:,np.newaxis,:], pred_length, axis=1) pred_point_matrix = np.concatenate( (pred_point_matrix, np.transpose(refer_point_pred_matrix, (1, 0, 2))), axis=2) return pred_point_matrix def _init_gtnnwr_stpnn_distance( refer_data, train_data, val_data, test_data): """ :param refer_data: :param train_data: :param val_data: :param test_data: :return: """ refer_s_point, refer_t_point = refer_data[0], refer_data[1] train_s_point, train_t_point = train_data[0], train_data[1] val_s_point, val_t_point = val_data[0], val_data[1] test_s_point, test_t_point = test_data[0], test_data[1] # calculate point matrix matrix_length = len(refer_s_point) train_length,val_length,test_length = len(train_s_point),len(val_s_point),len(test_s_point) train_s_point_matrix = np.repeat(train_s_point[:, np.newaxis, :], matrix_length, axis=1) refer_s_point_train_matrix = np.repeat(refer_s_point[:,np.newaxis,:], train_length, axis=1) train_s_point_matrix = np.concatenate( (train_s_point_matrix, np.transpose(refer_s_point_train_matrix, (1, 0, 2))), axis=2) val_s_point_matrix = np.repeat(val_s_point[:, np.newaxis, :], matrix_length, axis=1) refer_s_point_val_matrix = np.repeat(refer_s_point[:,np.newaxis,:], val_length, axis=1) val_s_point_matrix = np.concatenate( (val_s_point_matrix, np.transpose(refer_s_point_val_matrix, (1, 0, 2))), axis=2) test_s_point_matrix = np.repeat(test_s_point[:, np.newaxis, :], matrix_length, axis=1) refer_s_point_test_matrix = np.repeat(refer_s_point[:,np.newaxis,:], test_length, axis=1) test_s_point_matrix = np.concatenate( (test_s_point_matrix, np.transpose(refer_s_point_test_matrix, (1, 0, 2))), axis=2) train_t_point_matrix = np.repeat(train_t_point[:, np.newaxis, :], matrix_length, axis=1) refer_t_point_train_matrix = np.repeat(refer_t_point[:,np.newaxis,:], train_length, axis=1) train_t_point_matrix = np.concatenate( (train_t_point_matrix, np.transpose(refer_t_point_train_matrix, (1, 0, 2))), axis=2) val_t_point_matrix = np.repeat(val_t_point[:, np.newaxis, :], matrix_length, axis=1) refer_t_point_val_matrix = np.repeat(refer_t_point[:,np.newaxis,:], val_length, axis=1) val_t_point_matrix = np.concatenate( (val_t_point_matrix, np.transpose(refer_t_point_val_matrix, (1, 0, 2))), axis=2) test_t_point_matrix = np.repeat(test_t_point[:, np.newaxis, :], matrix_length, axis=1) refer_t_point_test_matrix = np.repeat(refer_t_point[:,np.newaxis,:], test_length, axis=1) test_t_point_matrix = np.concatenate( (test_t_point_matrix, np.transpose(refer_t_point_test_matrix, (1, 0, 2))), axis=2) return (train_s_point_matrix, train_t_point_matrix), (val_s_point_matrix, val_t_point_matrix), (test_s_point_matrix, test_t_point_matrix) def _init_gtnnwr_stpnn_distance_pred( refer_data, pred_data): """ :param refer_data: :param pred_data: :return: """ refer_s_point, refer_t_point = refer_data[0], refer_data[1] pred_s_point, pred_t_point = pred_data[0], pred_data[1] # calculate point matrix matrix_length = len(refer_s_point) pred_length = len(pred_s_point) pred_s_point_matrix = np.repeat(pred_s_point[:, np.newaxis, :], matrix_length, axis=1) refer_s_point_pred_matrix = np.repeat(refer_s_point[:,np.newaxis,:], pred_length, axis=1) pred_s_point_matrix = np.concatenate( (pred_s_point_matrix, np.transpose(refer_s_point_pred_matrix, (1, 0, 2))), axis=2) pred_t_point_matrix = np.repeat(pred_t_point[:, np.newaxis, :], matrix_length, axis=1) refer_t_point_pred_matrix = np.repeat(refer_t_point[:,np.newaxis,:], pred_length, axis=1) pred_t_point_matrix = np.concatenate( (pred_t_point_matrix, np.transpose(refer_t_point_pred_matrix, (1, 0, 2))), axis=2) return (pred_s_point_matrix, pred_t_point_matrix) ================================================ FILE: src/gnnwr/models.py ================================================ import datetime import os import pandas as pd import numpy as np import torch import torch.nn as nn import torch.optim as optim import warnings from sklearn.metrics import r2_score from torch.utils.tensorboard import SummaryWriter # to save the process of the model from tqdm import tqdm from collections import OrderedDict import logging from .networks import SWNN, STPNN, STNN_SPNN from .utils import OLS, DIAGNOSIS from .datasets import baseDataset, predictDataset class GNNWR: r""" GNNWR(Geographically neural network weighted regression) is a model to address spatial non-stationarity in various domains with complex geographical processes, which comes from the paper `Geographically neural network weighted regression for the accurate estimation of spatial non-stationarity `__. Parameters ---------- train_dataset : baseDataset the dataset of training valid_dataset : baseDataset the dataset of validation test_dataset : baseDataset the dataset of testing dense_layers : list the dense layers of the model (default: ``None``) Default structure is a geometric sequence of power of 2, the minimum is 2, and the maximum is the power of 2 closest to the number of neurons in the input layer. i.e. ``[2,4,8,16,32,64,128,256]`` start_lr : float the start learning rate of the model (default: ``0.1``) optimizer : str, optional the optimizer of the model (default: ``"Adagrad"``) choose from "SGD","Adam","RMSprop","Adagrad","Adadelta" drop_out : float the drop out rate of the model (default: ``0.2``) batch_norm : bool, optional whether use batch normalization (default: ``True``) activate_func : torch.nn the activate function of the model (default: ``nn.PReLU(init=0.4)``) model_name : str the name of the model (default: ``"GNNWR_" + datetime.datetime.today().strftime("%Y%m%d-%H%M%S")``) model_save_path : str the path of the model (default: ``"../gnnwr_models"``) write_path : str the path of the log (default: ``"../gnnwr_runs/" + datetime.datetime.now().strftime("%Y%m%d-%H%M%S")``) use_gpu : bool whether use gpu or not (default: ``True``) use_ols : bool whether use ols or not (default: ``True``) log_path : str the path of the log (default: ``"../gnnwr_logs/"``) log_file_name : str the name of the log (default: ``"gnnwr" + datetime.datetime.now().strftime("%Y%m%d-%H%M%S") + ".log"``) log_level : int the level of the log (default: ``logging.INFO``) optimizer_params : dict, optional - **scheduler** \: *str* The type of learning rate scheduler to use. Valid options include ``Special``, ``Constant``, and ``MultiStepLR``. - **maxlr** \: *float* The maximum learning rate for the scheduler, for ``Special``. - **minlr** \: *float* The minimum learning rate for the scheduler, for ``Special``. - **upepoch** \: *int* The number of epochs until the maximum learning rate is reached, for ``Special``. - **decayepoch** \: *int* The epoch at which learning rate decay starts, for ``Special``. - **decayrate** \: *float* The rate at which the learning rate decays, for ``Special``. - **stop_change_epoch** \: *int* The epoch at which to stop adjusting the learning rate, for ``Special``. - **stop_lr** \: *float* The learning rate to stop at after the specified epoch, for ``Special``. - **scheduler_milestones** \: *list* The epochs at which to decay the learning rate for a ``MultiStepLR`` scheduler. - **scheduler_gamma** \: *float* The factor by which the learning rate is reduced for a ``MultiStepLR`` scheduler. - **weight_decay** \: *float* The weight decay factor for the optimizer. """ def __init__( self, train_dataset, valid_dataset, test_dataset, dense_layers=None, start_lr: float = .1, optimizer="Adagrad", drop_out=0.2, batch_norm=True, activate_func=nn.PReLU(init=0.4), model_name="GNNWR_" + datetime.datetime.today().strftime("%Y%m%d-%H%M%S"), model_save_path="gnnwr_models", write_path=os.path.join("gnnwr_runs",datetime.datetime.now().strftime("%Y%m%d-%H%M%S")), use_gpu: bool = True, use_ols: bool = True, log_path="gnnwr_logs", log_file_name="gnnwr" + datetime.datetime.now().strftime("%Y%m%d-%H%M%S") + ".log", log_level=logging.INFO, optimizer_params=None ): warnings.warn("This version of GNNWR (0.1.17) will be deprecated in the forthcoming new version (1.x.x).") self._train_dataset = train_dataset # train dataset self._valid_dataset = valid_dataset # valid dataset self._test_dataset = test_dataset # test dataset self._model_x_scale_info = train_dataset.x_scale_info self._model_y_scale_info = train_dataset.y_scale_info self._dense_layers = dense_layers # structure of layers self._start_lr = start_lr # initial learning rate self._insize = train_dataset.datasize # size of input layer self._outsize = train_dataset.coefsize # size of output layer self._writer = SummaryWriter(write_path) # summary writer self._drop_out = drop_out # drop_out ratio self._batch_norm = batch_norm # batch normalization self._activate_func = activate_func # activate function , default: PRelu(0.4) self._model = SWNN(self._dense_layers, self._insize, self._outsize, self._drop_out, self._activate_func, self._batch_norm) # model self._log_path = log_path # log path self._log_file_name = log_file_name # log file self._log_level = log_level # log level self.__istrained = False # whether the model is trained self._coefficient = OLS( train_dataset.scaledDataframe, train_dataset.x, train_dataset.y).params # coefficients of OLS self._out = nn.Linear( self._outsize, 1, bias=False) # layer to multiply OLS coefficients and model output if use_ols: self._out.weight = nn.Parameter(torch.tensor([self._coefficient]).to( torch.float32), requires_grad=False) # define the weight else: self._coefficient = np.ones((1, self._outsize)) self._out.weight = nn.Parameter(torch.tensor(np.ones((1, self._outsize))).to( torch.float32), requires_grad=False) # define the weight self._criterion = nn.MSELoss() # loss function self._trainLossList = [] # record the loss in training process self._validLossList = [] # record the loss in validation process self._epoch = 0 # current epoch self._bestr2 = float('-inf') # best r2 self._besttrainr2 = float('-inf') # best train r2 self._noUpdateEpoch = 0 # number of epochs without update # Model information self._modelName = model_name # model name self._modelSavePath = model_save_path # model save path self._train_diagnosis = None # diagnosis of training self._test_diagnosis = None # diagnosis of test self._valid_r2 = None # r2 of validation self.result_data = None self._use_gpu = use_gpu if self._use_gpu: if torch.cuda.is_available(): devices = [i for i in range(torch.cuda.device_count())] os.environ['CUDA_VISIBLE_DEVICES'] = ','.join(map(str, devices)) else: self._use_gpu = False self._optimizer = None self._scheduler = None self._optimizer_name = None self.init_optimizer(optimizer, optimizer_params) # initialize the optimizer self._device = torch.device('cuda') if self._use_gpu else torch.device('cpu') # If the data directory not exists, create it if not os.path.exists(self._log_path): os.makedirs(self._log_path) if not os.path.exists(self._modelSavePath): os.makedirs(self._modelSavePath) if not os.path.exists(self._log_path): os.makedirs(self._log_path) if not os.path.exists(self._log_path): os.makedirs(self._log_path) def init_optimizer(self, optimizer, optimizer_params=None): r""" Initialize the optimizer. This method sets up the optimizer and the learning rate scheduler with the given parameters. Parameters ---------- optimizer : str The name of the optimizer to use. This should be one of the supported optimizers. optimizer_params : dict, optional A dictionary containing parameters for the optimizer and scheduler. If not provided, default values will be used. The dictionary can contain the following keys: - **scheduler** \: *str* The type of learning rate scheduler to use. Valid options include ``Special``, ``Constant``, and ``MultiStepLR``. - **maxlr** \: *float* The maximum learning rate for the scheduler, for ``Special``. - **minlr** \: *float* The minimum learning rate for the scheduler, for ``Special``. - **upepoch** \: *int* The number of epochs until the maximum learning rate is reached, for ``Special``. - **decayepoch** \: *int* The epoch at which learning rate decay starts, for ``Special``. - **decayrate** \: *float* The rate at which the learning rate decays, for ``Special``. - **stop_change_epoch** \: *int* The epoch at which to stop adjusting the learning rate, for ``Special``. - **stop_lr** \: *float* The learning rate to stop at after the specified epoch, for ``Special``. - **scheduler_milestones** \: *list* The epochs at which to decay the learning rate for a ``MultiStepLR`` scheduler. - **scheduler_gamma** \: *float* The factor by which the learning rate is reduced for a ``MultiStepLR`` scheduler. - **weight_decay** \: *float* The weight decay factor for the optimizer. Raises ------ ValueError If an unsupported optimizer or scheduler is specified. """ # initialize the optimizer if optimizer_params is None: optimizer_params = {} weigth_decay = optimizer_params.get("weight_decay", 1e-3) if optimizer == "SGD": self._optimizer = optim.SGD( self._model.parameters(), lr=self._start_lr, weight_decay=weigth_decay) elif optimizer == "Adam": self._optimizer = optim.Adam( self._model.parameters(), lr=self._start_lr, weight_decay=weigth_decay) elif optimizer == "AdamW": self._optimizer = optim.AdamW( self._model.parameters(), lr=self._start_lr, weight_decay=weigth_decay) elif optimizer == "RMSprop": self._optimizer = optim.RMSprop( self._model.parameters(), lr=self._start_lr, weight_decay=weigth_decay) elif optimizer == "Adagrad": self._optimizer = optim.Adagrad( self._model.parameters(), lr=self._start_lr, weight_decay=weigth_decay) elif optimizer == "Adadelta": self._optimizer = optim.Adadelta( self._model.parameters(), lr=self._start_lr, weight_decay=weigth_decay) else: raise ValueError("Invalid Optimizer") self._optimizer_name = optimizer # optimizer name # lr scheduler scheduler = optimizer_params.get("scheduler", "Constant") scheduler_milestones = optimizer_params.get( "scheduler_milestones", [100, 500, 1000, 2000]) scheduler_gamma = optimizer_params.get("scheduler_gamma", 0.5) scheduler_T_max = optimizer_params.get("scheduler_T_max", 1000) scheduler_eta_min = optimizer_params.get("scheduler_eta_min", 0.01) scheduler_T_0 = optimizer_params.get("scheduler_T_0", 100) scheduler_T_mult = optimizer_params.get("scheduler_T_mult", 3) if scheduler == "MultiStepLR": self._scheduler = optim.lr_scheduler.MultiStepLR( self._optimizer, milestones=scheduler_milestones, gamma=scheduler_gamma) elif scheduler == "CosineAnnealingLR": self._scheduler = optim.lr_scheduler.CosineAnnealingLR( self._optimizer, T_max=scheduler_T_max, eta_min=scheduler_eta_min) elif scheduler == "CosineAnnealingWarmRestarts": self._scheduler = optim.lr_scheduler.CosineAnnealingWarmRestarts( self._optimizer, T_0=scheduler_T_0, T_mult=scheduler_T_mult, eta_min=scheduler_eta_min) elif scheduler == "Special": maxlr = optimizer_params.get("maxlr", 0.1) minlr = optimizer_params.get("minlr", 0.01) upepoch = optimizer_params.get("upepoch", 10000) uprate = (maxlr - minlr) / upepoch decayepoch = optimizer_params.get("decayepoch", 20000) decayrate = optimizer_params.get("decayrate", 0.95) stop_change_epoch = optimizer_params.get("stop_change_epoch", 30000) stop_lr = optimizer_params.get("stop_lr", 0.001) lambda_lr = lambda epoch: epoch * uprate + minlr if epoch < upepoch else ( maxlr if epoch < decayepoch else maxlr * ( decayrate ** ((epoch - decayepoch) // 200))) if epoch < stop_change_epoch else stop_lr self._scheduler = optim.lr_scheduler.LambdaLR( self._optimizer, lr_lambda=lambda_lr) elif scheduler == "Constant": self._scheduler = optim.lr_scheduler.LambdaLR( self._optimizer, lr_lambda=lambda epoch: 1) else: raise ValueError("Invalid Scheduler") def __train(self): """ train the network """ self._model.train() # set the model to train mode train_loss = 0 # initialize the loss data_loader = self._train_dataset.dataloader # get the data loader weight_all = torch.tensor([],dtype=torch.float32,device=self._device) x_true = torch.tensor([],dtype=torch.float32,device=self._device) y_true = torch.tensor([],dtype=torch.float32,device=self._device) y_pred = torch.tensor([],dtype=torch.float32,device=self._device) for index, (data, coef, label, data_index) in enumerate(data_loader): # move the data to gpu data, coef, label = data.to(self._device), coef.to(self._device), label.to(self._device) self._optimizer.zero_grad() # zero the gradient if self._optimizer_name == "Adagrad": # move optimizer state to gpu for state in self._optimizer.state.values(): for k, v in state.items(): if isinstance(v, torch.Tensor): state[k] = v.to(self._device) x_true = torch.cat((x_true, coef), 0) y_true = torch.cat((y_true, label), 0) weight = self._model(data) weight_all = torch.cat((weight_all, weight.to(torch.float32)), 0) output = self._out(weight.mul(coef)) y_pred = torch.cat((y_pred, output), 0) loss = self._criterion(output, label) # calculate the loss loss.backward() # back propagation self._optimizer.step() # update the parameters if isinstance(data, list): train_loss += loss.item() * data[0].size(0) else: train_loss += loss.item() * data.size(0) # accumulate the loss self._train_diagnosis = DIAGNOSIS(weight_all, x_true, y_true, y_pred) train_loss /= self._train_dataset.datasize # calculate the average loss self._trainLossList.append(train_loss) # record the loss def __valid(self): """ validate the network """ self._model.eval() # set the model to validation mode val_loss = 0 # initialize the loss label_list = torch.tensor([],dtype=torch.float32,device=self._device) out_list = torch.tensor([],dtype=torch.float32,device=self._device) data_loader = self._valid_dataset.dataloader # get the data loader with torch.no_grad(): # disable gradient calculation for data, coef, label, data_index in data_loader: data, coef, label = data.to(self._device), coef.to(self._device), label.to(self._device) # weight = self._model(data) output = self._out(self._model( data).mul(coef.to(torch.float32))) loss = self._criterion(output, label) # calculate the loss out_list = torch.cat((out_list, output.view(-1))) label_list = torch.cat((label_list, label.view(-1))) if isinstance(data, list): val_loss += loss.item() * data[0].size(0) else: val_loss += loss.item() * data.size(0) # accumulate the loss val_loss /= len(self._valid_dataset) # calculate the average loss self._validLossList.append(val_loss) # record the loss try: r2 =1 - torch.sum((out_list - label_list) ** 2) / torch.sum((label_list - torch.mean(label_list)) ** 2) except: if np.isnan(out_list).sum() > 0: raise ValueError("The output contains nan value") else: raise ValueError("The Unexpected Error") self._valid_r2 = r2 if r2 > self._bestr2: # if the R square is better than the best R square,record the R square and save the model self._bestr2 = r2 self._besttrainr2 = self._train_diagnosis.R2().data self._noUpdateEpoch = 0 if not os.path.exists(self._modelSavePath): os.mkdir(self._modelSavePath) torch.save(self._model, os.path.join(self._modelSavePath,self._modelName + ".pkl")) else: self._noUpdateEpoch += 1 def __evaluate(self, dataset): """ test the network """ self._model.eval() test_loss = 0 out_list = torch.tensor([],dtype=torch.float32,device=self._device) label_list = torch.tensor([],dtype=torch.float32,device=self._device) data_loader = dataset.dataloader # dataset x_data = torch.tensor([],dtype=torch.float32,device=self._device) y_data = torch.tensor([],dtype=torch.float32,device=self._device) y_pred = torch.tensor([],dtype=torch.float32,device=self._device) weight_all = torch.tensor([],dtype=torch.float32,device=self._device) with torch.no_grad(): for data, coef, label, data_index in data_loader: data, coef, label = data.to(self._device), coef.to(self._device), label.to(self._device) x_data = torch.cat((x_data, coef), 0) y_data = torch.cat((y_data, label), 0) weight = self._model(data) weight_all = torch.cat((weight_all, weight.to(torch.float32)), 0) output = self._out(weight.mul(coef.to(torch.float32))) y_pred = torch.cat((y_pred, output), 0) loss = self._criterion(output, label) out_list = torch.cat((out_list, output.view(-1))) label_list = torch.cat((label_list, label.view(-1))) if isinstance(data, list): test_loss += loss.item() * data[0].size(0) else: test_loss += loss.item() * data.size(0) # accumulate the loss test_loss /= len(dataset) return test_loss, DIAGNOSIS(weight_all, x_data, y_data, y_pred) def run(self, max_epoch=1, early_stop=-1,**kwargs): """ train the model and validate the model Parameters ---------- max_epoch : int the max epoch of the training (default: ``1``) early_stop : int if the model has not been updated for ``early_stop`` epochs, the training will stop (default: ``-1``) if ``early_stop`` is ``-1``, the training will not stop until the max epoch print_frequency : int the frequency of printing the information (default: ``50``) show_detailed_info : bool if ``True``, the detailed information will be shown (default: ``True``) """ if kwargs.get("print_frequency") is not None: warnings.warn("The parameter print_frequency is deprecated, the information will be shown in tqdm") if kwargs.get("show_detailed_info") is not None: warnings.warn("The parameter show_detailed_info is deprecated, the information will be shown in tqdm") # model selection method model_selection = kwargs.get("model_selection", "val") self.__istrained = True if self._use_gpu: self._model = nn.DataParallel(module=self._model) # parallel computing self._model = self._model.cuda() self._out = self._out.cuda() # create file file_str = os.path.join(self._log_path , self._log_file_name) logging.basicConfig(format='%(asctime)s - %(filename)s[line:%(lineno)d] - %(levelname)s: %(message)s', filename=file_str, level=logging.INFO) with tqdm(range(max_epoch)) as pbar: for epoch in pbar: self._epoch = epoch # train the network # record the information of the training process self.__train() # validate the network # record the information of the validation process self.__valid() # out put the information pbar.set_postfix({'Train Loss': "{:5f}".format(self._trainLossList[-1]), 'Train R2': "{:5f}".format(self._train_diagnosis.R2().data.cpu().numpy()), 'Train AIC': self._train_diagnosis.AIC().data.cpu().numpy(),'Valid Loss': self._validLossList[-1], 'Valid R2': self._valid_r2.item(), 'Best Valid R2': self._bestr2.item(), 'Learning Rate': self._optimizer.param_groups[0]['lr']}) self._scheduler.step() # update the learning rate # tensorboard self._writer.add_scalar('Training/Learning Rate', self._optimizer.param_groups[0]['lr'], self._epoch) self._writer.add_scalar('Training/Loss', self._trainLossList[-1], self._epoch) self._writer.add_scalar('Training/R2', self._train_diagnosis.R2().data, self._epoch) self._writer.add_scalar('Training/RMSE', self._train_diagnosis.RMSE().data, self._epoch) self._writer.add_scalar('Training/AIC', self._train_diagnosis.AIC().data, self._epoch) self._writer.add_scalar('Training/AICc', self._train_diagnosis.AICc().data, self._epoch) self._writer.add_scalar('Validation/Loss', self._validLossList[-1], self._epoch) self._writer.add_scalar('Validation/R2', self._valid_r2.item(), self._epoch) self._writer.add_scalar('Validation/Best R2', self._bestr2, self._epoch) # log output log_str = "Epoch: " + str(epoch + 1) + \ "; Train Loss: " + str(self._trainLossList[-1]) + \ "; Train R2: {:5f}".format(self._train_diagnosis.R2().data) + \ "; Train RMSE: {:5f}".format(self._train_diagnosis.RMSE().data) + \ "; Train AIC: {:5f}".format(self._train_diagnosis.AIC().data) + \ "; Train AICc: {:5f}".format(self._train_diagnosis.AICc().data) + \ "; Valid Loss: " + str(self._validLossList[-1]) + \ "; Valid R2: " + str(self._valid_r2.item()) + \ "; Learning Rate: " + str(self._optimizer.param_groups[0]['lr']) logging.info(log_str) if 0 < early_stop < self._noUpdateEpoch: # stop when the model has not been updated for long time print("Training stop! Model has not been improved for over {} epochs.".format(early_stop)) break torch.save(self._model, os.path.join(self._modelSavePath , self._modelName + "_last.pkl")) if model_selection == "val": self.load_model(os.path.join(self._modelSavePath,self._modelName + ".pkl")) elif model_selection == "last": self.load_model(os.path.join(self._modelSavePath, self._modelName + "_last.pkl")) self.result_data = self.getCoefs() def predict(self, dataset): """ predict the result of the dataset Parameters ---------- dataset : baseDataset,predictDataset the dataset to be predicted Returns ------- dataframe the Pandas dataframe of the dataset with the predicted result """ data_loader = dataset.dataloader dataset.y_scale_info = self._model_y_scale_info if not self.__istrained: print("WARNING! The model hasn't been trained or loaded!") self._model.eval() result = torch.tensor([]).to(torch.float32) with torch.no_grad(): for batch in data_loader: data = batch[0] coef = batch[1] if self._use_gpu: result, data, coef = result.cuda(), data.cuda(), coef.cuda() ols_w = torch.tensor(self._coefficient).to(torch.float32).cuda() else: ols_w = torch.tensor(self._coefficient).to(torch.float32) weight = self._model(data) result = torch.cat((result, self._out(weight.mul(coef))), 0) result = result.cpu().detach().numpy() dataset.dataframe['pred_result'] = result if dataset.y_scale_info: _,dataset.dataframe['denormalized_pred_result'] = dataset.rescale(None,result) else: dataset.dataframe['denormalized_pred_result'] = result dataset.pred_result = result return dataset.dataframe def predict_coef(self, dataset): """ predict the spatial coefficient of the independent variable Parameters ---------- dataset : baseDataset,predictDataset the dataset to be predicted Returns ------- dataframe the Pandas dataframe of the dataset with the predicted spatial coefficient """ data_loader = dataset.dataloader if not self.__istrained: print("WARNING! The model hasn't been trained or loaded!") self._model.eval() result = torch.tensor([]).to(torch.float32) with torch.no_grad(): for batch in data_loader: data = batch[0] coef = batch[1] if self._use_gpu: result, data, coef = result.cuda(), data.cuda(), coef.cuda() ols_w = torch.tensor(self._coefficient).to(torch.float32).cuda() else: ols_w = torch.tensor(self._coefficient).to(torch.float32) coefficient = self._model(data).mul(ols_w) result = torch.cat((result, coefficient), 0) result = result.cpu().detach().numpy() return result def load_model(self, path, use_dict=False, map_location=None): """ load the model from the path Parameters ---------- path : str the path of the model use_dict : bool whether the function use dict to load the model (default: ``False``) map_location : str the location of the model (default: ``None``) the location can be ``"cpu"`` or ``"cuda"`` """ if use_dict: data = torch.load(path, map_location=map_location, weights_only=False) self._model.load_state_dict(data) else: self._model = torch.load(path, map_location=map_location, weights_only=False) if self._use_gpu: self._model = self._model.cuda() self._out = self._out.cuda() else: self._model = self._model.cpu() self._out = self._out.cpu() self._modelSavePath = os.path.dirname(path) self._modelName = os.path.basename(path).split('/')[-1].replace('.pkl','').replace('.pth','') self.__istrained = True self.result_data = self.getCoefs() def gpumodel_to_cpu(self, path, save_path, use_model=True): """ convert gpu model to cpu model Parameters ---------- path : str the path of the model save_path : str the path of the new model use_model : bool whether use dict to load the model (default: ``True``) """ if use_model: data = torch.load(path, map_location='cpu', weights_only=False).state_dict() else: data = torch.load(path, map_location='cpu', weights_only=False) new_state_dict = OrderedDict() for k, v in data.items(): name = k[7:] # remove module. new_state_dict[name] = v torch.save(new_state_dict, save_path) def getLoss(self): """ get network's loss Returns ------- list the list of the loss in training process and validation process """ return self._trainLossList, self._validLossList def add_graph(self): """ add the graph of the model to tensorboard """ for data, coef, label, data_index in self._train_dataset.dataloader: if self._use_gpu: data = data.cuda() self._model = self._model.cuda() else: self._model = self._model.cpu() data = data.cpu() self._writer.add_graph(self._model, data) break print("Add Graph Successfully") def result(self, path=None, use_dict=False, map_location=None): """ print the result of the model, including the model name, regression fomula and the result of test dataset Parameters ---------- path : str the path of the model(default: ``None``) | if ``path`` is ``None``, the model will be loaded from ``self._modelSavePath + "/" + self._modelName + ".pkl"`` use_dict : bool whether the function use dict to load the model (default: ``False``) | if ``use_dict`` is ``True``, the model will be loaded from ``path`` as dict map_location : str the location of the model (default: ``None``) the location can be ``"cpu"`` or ``"cuda"`` """ model_result_str="" # load model if not self.__istrained: raise Exception("The model hasn't been trained or loaded!") if path is None: path = os.path.join(self._modelSavePath,self._modelName + ".pkl") if use_dict: data = torch.load(path, map_location=map_location, weights_only=False) self._model.load_state_dict(data) else: self._model = torch.load(path, map_location=map_location, weights_only=False) if self._use_gpu: self._model = nn.DataParallel(module=self._model) # parallel computing self._model = self._model.cuda() self._out = self._out.cuda() else: self._model = self._model.cpu() self._out = self._out.cpu() with torch.no_grad(): _ , self._train_diagnosis = self.__evaluate(self._train_dataset) self._trainr2 = self._train_diagnosis.R2().data _ , self._valid_diagnosis = self.__evaluate(self._valid_dataset) self._validr2 = self._valid_diagnosis.R2().data self.__testLoss, self._test_diagnosis = self.__evaluate(self._test_dataset) self.__testr2 = self._test_diagnosis.R2().data logging.info("Test Loss: " + str(self.__testLoss) + "; Test R2: " + str(self.__testr2)) # print result # basic information model_result_str+="--------------------Model Information-----------------\n" model_result_str+="Model Name: |"+str(self._modelName)+"\n" model_result_str+="independent variable: |"+str(self._train_dataset.x)+"\n" model_result_str+="dependent variable: |"+str(self._train_dataset.y)+"\n" # OLS model_result_str+="\nOLS coefficients: \n" for i in range(len(self._coefficient)): if i == len(self._coefficient) - 1: model_result_str+="Intercept: {:.5f}\n".format(self._coefficient[i]) else: model_result_str+="x{}: {:.5f}\n".format(i, self._coefficient[i]) model_result_str+="\n--------------------Result Information----------------\n" model_result_str+="Test Loss: | {:>25.5f}\n".format(self.__testLoss) model_result_str+="Test R2 : | {:>25.5f}\n".format(self.__testr2) model_result_str+="Train R2 : | {:>25.5f}\n".format(self._trainr2) model_result_str+="Valid R2 : | {:>25.5f}\n".format(self._validr2) model_result_str+="RMSE: | {:>30.5f}\n".format(self._test_diagnosis.RMSE().data) model_result_str+="AIC: | {:>30.5f}\n".format(self._test_diagnosis.AIC()) model_result_str+="AICc: | {:>30.5f}\n".format(self._test_diagnosis.AICc()) model_result_str+="F1: | {:>30.5f}\n".format(self._test_diagnosis.F1_Global().data) model_result_str+="F2: | {:>30.5f}\n".format(self._test_diagnosis.F2_Global().flatten()[0].data) F3_Local_dict = self._test_diagnosis.F3_Local()[0] for key in F3_Local_dict: width = 30 - (len(key) - 4) model_result_str+="{}: | {:>{width}.5f}\n".format(key, F3_Local_dict[key].data, width=width) return model_result_str def reg_result(self, filename=None, model_path=None, use_dict=False, only_return=False, map_location=None): """ save the regression result of the model, including the coefficient of each argument, the bias and the predicted result Parameters ---------- filename : str the path of the result file (default: ``None``) | if ``filename`` is ``None``, the result will not be saved as file model_path : str the path of the model (default: ``None``) | if ``model_path`` is ``None``, the model will be loaded from ``self._modelSavePath + "/" + self._modelName + ".pkl"`` use_dict : bool whether use dict to load the model (default: ``False``) | if ``use_dict`` is ``True``, the model will be loaded from ``model_path`` as dict only_return : bool whether only return the result (default: ``False``) | if ``only_return`` is ``True``, the result will not be saved as file map_location : str the location of the model (default: ``None``) the location can be ``"cpu"`` or ``"cuda"`` Returns ------- dataframe the Pandas dataframe of the result """ if model_path is None: model_path = os.path.join(self._modelSavePath,self._modelName + ".pkl") if use_dict: data = torch.load(model_path, map_location=map_location, weights_only=False) self._model.load_state_dict(data) else: self._model = torch.load(model_path, map_location=map_location, weights_only=False) if self._use_gpu: self._model = nn.DataParallel(module=self._model) self._model,self._out = self._model.cuda(),self._out.cuda() else: self._model, self._out = self._model.cpu(), self._out.cpu() device = torch.device('cuda') if self._use_gpu else torch.device('cpu') result = torch.tensor([]).to(torch.float32).to(device) train_data_size = valid_data_size = 0 with torch.no_grad(): # calculate the result of train dataset for data, coef, label, data_index in self._train_dataset.dataloader: data, coef, label, data_index = data.to(device), coef.to(device), label.to(device), data_index.to( device) output = self._out(self._model(data).mul(coef.to(torch.float32))) coefficient = self._model(data).mul(torch.tensor(self._coefficient).to(torch.float32).to(device)) output = torch.cat((coefficient, output, data_index), dim=1) result = torch.cat((result, output), 0) train_data_size = len(result) # calculate the result of train dataset for data, coef, label, data_index in self._valid_dataset.dataloader: data, coef, label, data_index = data.to(device), coef.to(device), label.to(device), data_index.to( device) output = self._out(self._model(data).mul(coef.to(torch.float32))) coefficient = self._model(data).mul(torch.tensor(self._coefficient).to(torch.float32).to(device)) output = torch.cat((coefficient, output, data_index), dim=1) result = torch.cat((result, output), 0) valid_data_size = len(result) - train_data_size # calculate the result of train dataset for data, coef, label, data_index in self._test_dataset.dataloader: data, coef, label, data_index = data.to(device), coef.to(device), label.to(device), data_index.to( device) output = self._out(self._model(data).mul(coef.to(torch.float32))) coefficient = self._model(data).mul(torch.tensor(self._coefficient).to(torch.float32).to(device)) output = torch.cat((coefficient, output, data_index), dim=1) result = torch.cat((result, output), 0) result = result.cpu().detach().numpy() columns = list(self._train_dataset.x) for i in range(len(columns)): columns[i] = "coef_" + columns[i] columns.append("bias") columns = columns + ["Pred_" + self._train_dataset.y[0]] + self._train_dataset.id result = pd.DataFrame(result, columns=columns) result[self._train_dataset.id] = result[self._train_dataset.id].astype(np.int32) result["Pred_" + self._train_dataset.y[0]] = result["Pred_" + self._train_dataset.y[0]].astype(np.float32) # set dataset belong to postprocess result['dataset_belong'] = np.concatenate([ np.full(train_data_size, 'train'), np.full(valid_data_size, 'valid'), np.full(len(result) - train_data_size - valid_data_size, 'test') ]) # denormalize pred result if self._train_dataset.y_scale_info: _, result['denormalized_pred_result'] = self._train_dataset.rescale(None,result) else: result['denormalized_pred_result'] = result["Pred_" + self._train_dataset.y[0]] if only_return: return result if filename is not None: result.to_csv(filename, index=False) else: warnings.warn( "Warning! The input write file path is not set. Result is returned by function but not saved as file.", RuntimeWarning) return result def getCoefs(self): """ get the Coefficients of each argument in dataset Returns ------- dataframe the Pandas dataframe of the coefficient of each argument in dataset """ result_data = self.reg_result(only_return=True) result_data['id'] = result_data['id'].astype(np.int64) data = pd.concat([self._train_dataset.dataframe, self._valid_dataset.dataframe, self._test_dataset.dataframe]) data.set_index('id', inplace=True) result_data.set_index('id', inplace=True) result_data = result_data.join(data) return result_data def __str__(self) -> str: print("Model Name: ", self._modelName) print("Model Structure: ", self._model) return "" def __repr__(self) -> str: print("Model Name: ", self._modelName) print("Model Structure: ", self._model) return "" class GTNNWR(GNNWR): """ GTNNWR model is a model based on GNNWR and STPNN, which is a model that can be used to solve the problem of spatial-temporal non-stationarity. Parameters ---------- train_dataset : baseDataset the dataset for training valid_dataset : baseDataset the dataset for validation test_dataset : baseDataset the dataset for test dense_layers : list the dense layers of the model (default: ``None``) | i.e. ``[[3],[128,64,32]]`` the first list in input is hidden layers of STPNN, the second one is hidden layers of SWNN. start_lr : float the start learning rate (default: ``0.1``) optimizer : str, optional the optimizer of the model (default: ``"Adagrad"``) choose from "SGD","Adam","RMSprop","Adagrad","Adadelta" drop_out : float the drop out rate of the model (default: ``0.2``) batch_norm : bool, optional whether use batch normalization (default: ``True``) activate_func : torch.nn the activate function of the model (default: ``nn.PReLU(init=0.4)``) model_name : str the name of the model (default: ``"GNNWR_" + datetime.datetime.today().strftime("%Y%m%d-%H%M%S")``) model_save_path : str the path of the model (default: ``"../gnnwr_models"``) write_path : str the path of the log (default: ``"../gnnwr_runs/" + datetime.datetime.now().strftime("%Y%m%d-%H%M%S")``) use_gpu : bool whether use gpu or not (default: ``True``) use_ols : bool whether use ols or not (default: ``True``) log_path : str the path of the log (default: ``"../gnnwr_logs/"``) log_file_name : str the name of the log (default: ``"gnnwr" + datetime.datetime.now().strftime("%Y%m%d-%H%M%S") + ".log"``) log_level : int the level of the log (default: ``logging.INFO``) optimizer_params : dict, optional the params of the optimizer and the scheduler (default: ``None``) if optimizer is SGD, the params are: | maxlr: float, the max learning rate (default: ``0.1``) | minlr: float, the min learning rate (default: ``0.01``) | upepoch: int, the epoch of learning rate up (default: ``10000``) | decayepoch: int, the epoch of learning rate decay (default: ``20000``) | decayrate: float, the rate of learning rate decay (default: ``0.1``) | stop_change_epoch: int, the epoch of learning rate stop change (default: ``30000``) | stop_lr: float, the learning rate when stop change (default: ``0.001``) if optimizer is Other, the params are: | scheduler: str, the name of the scheduler (default: ``"CosineAnnealingWarmRestarts"``) in {``"MultiStepLR","CosineAnnealingLR","CosineAnnealingWarmRestarts"``} | scheduler_milestones: list, the milestones of the scheduler MultiStepLR (default: ``[500,1000,2000,4000]``) | scheduler_gamma: float, the gamma of the scheduler MultiStepLR (default: ``0.5``) | scheduler_T_max: int, the T_max of the scheduler CosineAnnealingLR (default: ``1000``) | scheduler_eta_min: float, the eta_min of the scheduler CosineAnnealingLR and CosineAnnealingWarmRestarts (default: ``0.01``) | scheduler_T_0: int, the T_0 of the scheduler CosineAnnealingWarmRestarts (default: ``100``) | scheduler_T_mult: int, the T_mult of the scheduler CosineAnnealingWarmRestarts (default: ``3``) STPNN_outsize:int the output size of STPNN(default:``1``) STNN_SPNN_params:dict the params of STNN and SPNN(default:``None``) STPNN_batch_norm:bool whether use batchnorm in STNN and SPNN or not (Default:``True``) """ def __init__(self, train_dataset, valid_dataset, test_dataset, dense_layers=None, start_lr: float = .1, optimizer="Adam", drop_out=0.2, batch_norm=True, activate_func=nn.PReLU(init=0.4), model_name="GTNNWR_" + datetime.datetime.today().strftime("%Y%m%d-%H%M%S"), model_save_path="gtnnwr_models", write_path=os.path.join("gtnnwr_runs",datetime.datetime.now().strftime("%Y%m%d-%H%M%S")), use_gpu: bool = True, use_ols: bool = True, log_path: str = "gtnnwr_logs", log_file_name: str = "gtnnwr" + datetime.datetime.now().strftime("%Y%m%d-%H%M%S") + ".log", log_level: int = logging.INFO, optimizer_params=None, STPNN_outsize=1, STNN_SPNN_params=None, ): if dense_layers is None: dense_layers = [[], []] super(GTNNWR, self).__init__(train_dataset, valid_dataset, test_dataset, dense_layers[1], start_lr, optimizer, drop_out, batch_norm, activate_func, model_name, model_save_path, write_path, use_gpu, use_ols, log_path, log_file_name, log_level, optimizer_params) self._STPNN_out = STPNN_outsize self._modelName = model_name # model name if train_dataset.simple_distance: insize = 2 else: insize = train_dataset.distances.shape[-1] if STNN_SPNN_params is None: STNN_SPNN_params = dict() self.STNN_outsize = STNN_SPNN_params.get("STNN_outsize", 1) self.SPNN_outsize = STNN_SPNN_params.get("SPNN_outsize", 1) self.STPNN_batch_norm = STNN_SPNN_params.get("STPNN_batch_norm", True) if train_dataset.is_need_STNN: self._model = nn.Sequential(STNN_SPNN(train_dataset.temporal.shape[-1], self.STNN_outsize, train_dataset.distances.shape[-1], self.SPNN_outsize), STPNN(dense_layers[0], self.STNN_outsize + self.SPNN_outsize, self._STPNN_out, drop_out, batch_norm=self.STPNN_batch_norm), SWNN(dense_layers[1], self._STPNN_out * self._insize, self._outsize, drop_out, activate_func, batch_norm)) else: self._model = nn.Sequential(STPNN(dense_layers[0], insize, self._STPNN_out, drop_out, batch_norm=self.STPNN_batch_norm), SWNN(dense_layers[1], self._STPNN_out * self._insize, self._outsize, drop_out, activate_func, batch_norm)) self.init_optimizer(optimizer, optimizer_params) # If the data directory not exists, create it if not os.path.exists(self._log_path): os.makedirs(self._log_path) if not os.path.exists(self._modelSavePath): os.makedirs(self._modelSavePath) if not os.path.exists(self._log_path): os.makedirs(self._log_path) if not os.path.exists(self._log_path): os.makedirs(self._log_path) ================================================ FILE: src/gnnwr/networks.py ================================================ import math import torch import torch.nn as nn def default_dense_layer(insize, outsize): """ generate default dense layers for neural network Parameters ---------- insize: int input size of neural network outsize: int output size of neural network Returns ------- dense_layer: list a list of dense layers of neural network """ dense_layer = [] size = int(math.pow(2, int(math.log2(insize)))) while size > outsize: dense_layer.append(size) size = int(math.pow(2, int(math.log2(size)) - 1)) return dense_layer class LinearNetwork(nn.Module): """ LinearNetwork is a neural network with dense layers, which is used to calculate the weight of features. | The each layer of LinearNetwork is as follows: | full connection layer -> batch normalization layer -> activate function -> drop out layer Parameters ---------- dense_layer: list a list of dense layers of Neural Network insize: int input size of Neural Network(must be positive) outsize: int Output size of Neural Network(must be positive) drop_out: float drop out rate(default: ``0.2``) activate_func: torch.nn.functional activate function(default: ``nn.PReLU(init=0.1)``) batch_norm: bool whether use batch normalization(default: ``True``) """ def __init__(self, insize, outsize, drop_out=0, activate_func=None, batch_norm=False): super(LinearNetwork, self).__init__() self.layer = nn.Linear(insize, outsize) if drop_out < 0 or drop_out > 1: raise ValueError("drop_out must be in [0, 1]") elif drop_out == 0: self.drop_out = nn.Identity() else: self.drop_out = nn.Dropout(drop_out) if batch_norm: self.batch_norm = nn.BatchNorm1d(outsize) else: self.batch_norm = nn.Identity() if activate_func is None: self.activate_func = nn.Identity() else: self.activate_func = activate_func self.reset_parameter() def reset_parameter(self): torch.nn.init.kaiming_uniform_(self.layer.weight, a=0, mode='fan_in') if self.layer.bias is not None: self.layer.bias.data.fill_(0) def forward(self, x): x = x.to(torch.float32) x = self.layer(x) x = self.batch_norm(x) x = self.activate_func(x) x = self.drop_out(x) return x def __str__(self) -> str: return f"LinearNetwork: {self.layer.in_features} -> {self.layer.out_features}\n" + \ f"Dropout: {self.drop_out.p}\n" + \ f"BatchNorm: {self.batch_norm}\n" + \ f"Activation: {self.activate_func}" def __repr__(self) -> str: return self.__str__() class SWNN(nn.Module): """ SWNN is a neural network with dense layers, which is used to calculate the spatial and temporal weight of features. | The each layer of SWNN is as follows: | full connection layer -> batch normalization layer -> activate function -> drop out layer Parameters ---------- dense_layer: list a list of dense layers of Neural Network insize: int input size of Neural Network(must be positive) outsize: int Output size of Neural Network(must be positive) drop_out: float drop out rate(default: ``0.2``) activate_func: torch.nn.functional activate function(default: ``nn.PReLU(init=0.1)``) batch_norm: bool whether use batch normalization(default: ``True``) """ def __init__(self, dense_layer=None, insize=-1, outsize=-1, drop_out=0.2, activate_func=nn.PReLU(init=0.1), batch_norm=True): super(SWNN, self).__init__() if dense_layer is None or len(dense_layer) == 0: self.dense_layer = default_dense_layer(insize, outsize) else: self.dense_layer = dense_layer if insize < 0 or outsize < 0: raise ValueError("insize and outsize must be positive") self.drop_out = drop_out self.batch_norm = batch_norm self.activate_func = activate_func self.insize = insize self.outsize = outsize count = 0 # used to name layers lastsize = self.insize # used to record the size of last layer self.fc = nn.Sequential() for size in self.dense_layer: # add full connection layer self.fc.add_module("swnn_full" + str(count), LinearNetwork(lastsize, size, drop_out, activate_func, batch_norm)) lastsize = size count += 1 self.fc.add_module("full" + str(count), LinearNetwork(lastsize, self.outsize)) def forward(self, x): x = x.to(torch.float32) x = self.fc(x) return x class STPNN(nn.Module): """ STPNN is a neural network with dense layers, which is used to calculate the spatial and temporal proximity of two nodes. | The each layer of STPNN is as follows: | full connection layer -> batch normalization layer -> activate function -> drop out layer Parameters ---------- dense_layer: list a list of dense layers of Neural Network insize: int input size of Neural Network(must be positive) outsize: int Output size of Neural Network(must be positive) drop_out: float drop out rate(default: ``0.2``) activate_func: torch.nn.functional activate function(default: ``nn.ReLU()``) batch_norm: bool whether use batch normalization(default: ``False``) """ def __init__(self, dense_layer, insize, outsize, drop_out=0.2, activate_func=nn.ReLU(), batch_norm=False): super(STPNN, self).__init__() # default dense layer self.dense_layer = dense_layer self.drop_out = drop_out self.batch_norm = batch_norm self.activate_func = activate_func self.insize = insize self.outsize = outsize count = 0 # used to name layers lastsize = self.insize # used to record the size of last layer self.fc = nn.Sequential() for size in self.dense_layer: self.fc.add_module("stpnn_full" + str(count), LinearNetwork(lastsize, size, drop_out, activate_func, batch_norm)) lastsize = size count += 1 self.fc.add_module("full" + str(count), LinearNetwork(lastsize, self.outsize,activate_func=activate_func)) def forward(self, x): # STPNN x = x.to(torch.float32) batch = x.shape[0] height = x.shape[1] x = torch.reshape(x, shape=(batch * height, x.shape[2])) output = self.fc(x) output = torch.reshape(output, shape=(batch, height * self.outsize)) return output class STNN_SPNN(nn.Module): """ STNN_SPNN is a neural network with dense layers, which is used to calculate the spatial proximity of two nodes and temporal proximity of two nodes at the same time. | The each layer of STNN and SPNN is as follows: | full connection layer -> activate function Parameters ---------- STNN_insize: int input size of STNN(must be positive) STNN_outsize: int Output size of STNN(must be positive) SPNN_insize: int input size of SPNN(must be positive) SPNN_outsize: int Output size of SPNN(must be positive) activate_func: torch.nn.functional activate function(default: ``nn.ReLU()``) """ def __init__(self, STNN_insize:int, STNN_outsize, SPNN_insize:int, SPNN_outsize, activate_func=nn.ReLU()): super(STNN_SPNN, self).__init__() self.STNN_insize = STNN_insize self.STNN_outsize = STNN_outsize self.SPNN_insize = SPNN_insize self.SPNN_outsize = SPNN_outsize self.activate_func = activate_func self.STNN = nn.Sequential(nn.Linear(self.STNN_insize, self.STNN_outsize), self.activate_func) self.SPNN = nn.Sequential(nn.Linear(self.SPNN_insize, self.SPNN_outsize), self.activate_func) def forward(self, input1): STNN_input = input1[:, :, self.SPNN_insize:] SPNN_input = input1[:, :, 0:self.SPNN_insize] STNN_output = self.STNN(STNN_input) SPNN_output = self.SPNN(SPNN_input) output = torch.cat((STNN_output, SPNN_output), dim=-1) return output ================================================ FILE: src/gnnwr/utils.py ================================================ import math from sklearn.linear_model import LinearRegression import pandas as pd import torch import warnings import folium from folium.plugins import HeatMap import branca class OLS: """ `OLS` is the class to calculate the OLR coefficients of data.Get the coefficient by `object.params`. :param dataset: Input data :param xName: the independent variables' column :param yName: the dependent variable's column """ def __init__(self, dataset, xName: list, yName: list): self.__dataset = dataset self.__xName = xName self.__yName = yName self.__fit = LinearRegression(fit_intercept=True) y = self.__dataset[self.__yName[0]] if len( self.__yName) == 1 else self.__dataset[self.__yName] self.__fit = self.__fit.fit(self.__dataset[self.__xName], y) self.params = list(self.__fit.coef_) intercept = float(self.__fit.intercept_) self.params.append(intercept) class DIAGNOSIS: """ `DIAGNOSIS` is the class to calculate the diagnoses of the result of GNNWR/GTNNWR. These diagnoses include F1-test, F2-test, F3-test, AIC, AICc, R2, Adjust_R2, RMSE (Root Mean Square Error). The explanation of these diagnoses can be found in the paper `Geographically neural network weighted regression for the accurate estimation of spatial non-stationarity `. :param weight: output of the neural network :param x_data: the independent variables :param y_data: the dependent variables :param y_pred: output of the GNNWR/GTNNWR """ def __init__(self, weight, x_data, y_data, y_pred): self._device = torch.device('cuda') if weight.is_cuda else torch.device('cpu') self.__weight = weight.clone() self.__x_data = x_data.clone() self.__y_data = y_data.clone() self.__y_pred = y_pred.clone() self.__n = len(self.__y_data) self.__k = len(self.__x_data[0]) self.__residual = self.__y_data - self.__y_pred self.__ssr = torch.sum((self.__y_pred - self.__y_data) ** 2) # sum of squared residuals self.__hat_com = torch.mm(torch.linalg.inv( torch.mm(self.__x_data.transpose(-2, -1), self.__x_data)), self.__x_data.transpose(-2, -1)) self.__ols_hat = torch.mm(self.__x_data, self.__hat_com) x_data_tile = self.__x_data.repeat(self.__n, 1) x_data_tile = x_data_tile.view(self.__n, self.__n, -1) x_data_tile_t = x_data_tile.transpose(1, 2) gtweight_3d = torch.diag_embed(self.__weight) hatS_temp = torch.matmul(gtweight_3d, torch.matmul(torch.inverse(torch.matmul(x_data_tile_t, x_data_tile)), x_data_tile_t)) self.__hat_temp = hatS_temp hatS = torch.matmul(self.__x_data.view(-1, 1, self.__x_data.size(1)), hatS_temp) hatS = hatS.view(-1, self.__n) self.__hat = hatS self.__S = torch.trace(self.__hat) self.f3_dict = None self.f3_dict_2 = None self._eye_I = torch.eye(self.__n, device=self._device) self._ones_J = torch.ones(self.__n, device=self._device) def hat(self): """ :return: hat matrix """ return self.__hat def F1_Global(self): """ :return: F1-test """ k1 = self.__n - 2 * torch.trace(self.__hat) + \ torch.trace(torch.mm(self.__hat.transpose(-2, -1), self.__hat)) k2 = self.__n - self.__k - 1 rss_olr = torch.sum( (self.__y_data - torch.mm(self.__ols_hat, self.__y_data)) ** 2) F_value = self.__ssr / k1 / (rss_olr / k2) # p_value = f.sf(F_value, k1, k2) return F_value def F2_Global(self): """ :return: F2-test """ # A = (I - H) - (I - S)^T*(I - S) A = (self._eye_I - self.__ols_hat) - torch.mm( (self._eye_I - self.__hat).transpose(-2, -1), (self._eye_I - self.__hat)) v1 = torch.trace(A) # DSS = y^T*A*y DSS = torch.mm(self.__y_data.transpose(-2, -1), torch.mm(A, self.__y_data)) k2 = self.__n - self.__k - 1 rss_olr = torch.sum( (torch.mean(self.__y_data) - torch.mm(self.__ols_hat, self.__y_data)) ** 2) return DSS / v1 / (rss_olr / k2) def F3_Local(self): """ :return: F3-test of each variable """ ek_dict = {} self.f3_dict = {} self.f3_dict_2 = {} for i in range(self.__x_data.size(1)): ek_zeros = torch.zeros([self.__x_data.size(1)],device=self._device) ek_zeros[i] = 1 ek_dict['ek' + str(i)] = torch.reshape(torch.reshape(torch.tile(ek_zeros.clone().detach(), [self.__n]), [self.__n, -1]), [-1, 1, self.__x_data.size(1)]) hatB = torch.matmul(ek_dict['ek' + str(i)], self.__hat_temp) hatB = torch.reshape(hatB, [-1, self.__n]) L = torch.matmul(hatB.transpose(-2, -1), torch.matmul(self._eye_I - self._ones_J, hatB)) vk2 = 1 / self.__n * torch.matmul(self.__y_data.transpose(-2, -1), torch.matmul(L, self.__y_data)) trace_L = torch.trace(1 / self.__n * L) f3 = torch.squeeze(vk2 / trace_L / (self.__ssr / self.__n)) self.f3_dict['f3_param_' + str(i)] = f3 bk = torch.matmul(hatB, self.__y_data) vk2_2 = 1 / self.__n * torch.sum((bk - torch.mean(bk)) ** 2) f3_2 = torch.squeeze(vk2_2 / trace_L / (self.__ssr / self.__n)) self.f3_dict_2['f3_param_' + str(i)] = f3_2 return self.f3_dict, self.f3_dict_2 def AIC(self): """ :return: AIC """ return self.__n * (math.log(self.__ssr / self.__n * 2 * math.pi, math.e)) + self.__n + self.__S def AICc(self): """ :return: AICc """ return self.__n * (math.log(self.__ssr / self.__n * 2 * math.pi, math.e) + (self.__n + self.__S) / ( self.__n - self.__S - 2)) def R2(self): """ :return: R2 of the result """ return 1 - torch.sum(self.__residual ** 2) / torch.sum((self.__y_data - torch.mean(self.__y_data)) ** 2) def Adjust_R2(self): """ :return: Adjust R2 of the result """ return 1 - (1 - self.R2()) * (self.__n - 1) / (self.__n - self.__k - 1) def RMSE(self): """ :return: RMSE of the result """ return torch.sqrt(torch.sum(self.__residual ** 2) / self.__n) class Visualize: """ `Visualize` is the class to visualize the data and the result of GNNWR/GTNNWR. It based on the `folium` package and use GaoDe map as the background. And it can display the dataset, the coefficients heatmap, and the dot map, which helps to understand the spatial distribution of the data and the result of GNNWR/GTNNWR better. :param data: the input data :param lon_lat_columns: the columns of longitude and latitude :param zoom: the zoom of the map """ def __init__(self, data, lon_lat_columns=None, zoom=4): self.__raw_data = data self.__tiles = 'https://wprd01.is.autonavi.com/appmaptile?x={x}&y={y}&z={z}&lang=en&size=1&scl=1&style=7' self.__zoom = zoom if hasattr(self.__raw_data, '_use_gpu'): self._train_dataset = self.__raw_data._train_dataset.dataframe self._valid_dataset = self.__raw_data._valid_dataset.dataframe self._test_dataset = self.__raw_data._test_dataset.dataframe self._result_data = self.__raw_data.result_data self._all_data = pd.concat([self._train_dataset, self._valid_dataset, self._test_dataset]) if lon_lat_columns is None: warnings.warn("lon_lat columns are not given. Using the spatial columns in dataset") self._spatial_column = self._train_dataset.spatial_column self.__center_lon = self._all_data[self._spatial_column[0]].mean() self.__center_lat = self._all_data[self._spatial_column[1]].mean() self.__lon_column = self._spatial_column[0] self.__lat_column = self._spatial_column[1] else: self._spatial_column = lon_lat_columns self.__center_lon = self._all_data[self._spatial_column[0]].mean() self.__center_lat = self._all_data[self._spatial_column[1]].mean() self.__lon_column = self._spatial_column[0] self.__lat_column = self._spatial_column[1] self._x_column = data._train_dataset.x_column self._y_column = data._train_dataset.y_column self.__map = folium.Map(location=[self.__center_lat, self.__center_lon], zoom_start=zoom, tiles=self.__tiles, attr="高德") else: raise ValueError("given data is not instance of GNNWR") def display_dataset(self, name="all", y_column=None, colors=None, steps=20, vmin=None, vmax=None): """ Display the dataset on the map, including the train, valid, test dataset. :param name: the name of the dataset, including 'all', 'train', 'valid', 'test' :param y_column: the column of the displayed variable :param colors: the list of colors, if not given, the default color is used :param steps: the steps of the colors """ if colors is None: colors = [] if y_column is None: warnings.warn("y_column is not given. Using the first y_column in dataset") y_column = self._y_column[0] if name == 'all': dst = self._all_data elif name == 'train': dst = self._train_dataset elif name == 'valid': dst = self._valid_dataset elif name == 'test': dst = self._test_dataset else: raise ValueError("name is not included in 'all','train','valid','test'") dst_min = dst[y_column].min() if vmin == None else vmin dst_max = dst[y_column].max() if vmax == None else vmax res = folium.Map(location=[self.__center_lat, self.__center_lon], zoom_start=self.__zoom, tiles=self.__tiles, attr="高德") if len(colors) <= 0: colormap = branca.colormap.linear.YlOrRd_09.scale(dst_min, dst_max).to_step(steps) else: colormap = branca.colormap.LinearColormap(colors=colors, vmin=dst_min, vmax=dst_max).to_step(steps) for idx, row in dst.iterrows(): folium.CircleMarker(location=(row[self.__lat_column], row[self.__lon_column]), radius=7, color=colormap.rgb_hex_str(row[y_column]), fill=True, fill_opacity=1, popup=""" longitude:{} latitude:{} {}:{} """.format(row[self.__lon_column], row[self.__lat_column], y_column, row[y_column]) ).add_to(res) res.add_child(colormap) return res def coefs_heatmap(self, data_column, colors=None, steps=20, vmin=None, vmax=None): """ Display the heatmap of the coefficients of the result of GNNWR/GTNNWR. :param data_column: the column of the displayed variable :param colors: the list of colors, if not given, the default color is used :param steps: the steps of the colors :param vmin: the minimum value of the displayed variable, if not given, the minimum value of the variable is used :param vmax: the maximum value of the displayed variable, if not given, the maximum value of the variable is used """ if colors is None: colors = [] res = folium.Map(location=[self.__center_lat, self.__center_lon], zoom_start=self.__zoom, tiles=self.__tiles, attr="高德") dst = self._result_data dst_min = dst[data_column].min() if vmin is None else vmin dst_max = dst[data_column].max() if vmax is None else vmax data = [[row[self.__lat_column], row[self.__lon_column], row[data_column]] for index, row in dst.iterrows()] if len(colors) <= 0: colormap = branca.colormap.linear.YlOrRd_09.scale(dst_min, dst_max).to_step(steps) else: colormap = branca.colormap.LinearColormap(colors=colors, vmin=dst_min, vmax=dst_max).to_step(steps) gradient_map = dict() for i in range(steps): gradient_map[i / steps] = colormap.rgb_hex_str(i / steps) colormap.add_to(res) HeatMap(data=data, gradient=gradient_map, radius=10).add_to(res) return res def dot_map(self, data, lon_column, lat_column, y_column, zoom=4, colors=None, steps=20, vmin=None, vmax=None): """ Display the data by dot map, the color of the dot represents the value of the variable. :param data: the input data :param lon_column: the column of longitude :param lat_column: the column of latitude :param y_column: the column of the displayed variable :param zoom: the zoom of the map :param colors: the list of colors, if not given, the default color is used :param steps: the steps of the colors :param vmin: the minimum value of the displayed variable, if not given, the minimum value of the variable is used :param vmax: the maximum value of the displayed variable, if not given, the maximum value of the variable is used """ if colors is None: colors = [] center_lon = data[lon_column].mean() center_lat = data[lat_column].mean() dst_min = data[y_column].min() if vmin is None else vmin dst_max = data[y_column].max() if vmax is None else vmax res = folium.Map(location=[center_lat, center_lon], zoom_start=zoom, tiles=self.__tiles, attr="高德") if len(colors) <= 0: colormap = branca.colormap.linear.YlOrRd_09.scale(dst_min, dst_max).to_step(steps) else: colormap = branca.colormap.LinearColormap(colors=colors, vmin=dst_min, vmax=dst_max).to_step(steps) for idx, row in data.iterrows(): folium.CircleMarker(location=(row[lat_column], row[lon_column]), radius=7, color=colormap.rgb_hex_str(row[y_column]), fill=True, fill_opacity=1, popup=""" longitude:{} latitude:{} {}:{} """.format(row[lon_column], row[lat_column], y_column, row[y_column]) ).add_to(res) colormap.add_to(res) return res ================================================ FILE: tests/test_olr.py ================================================ import unittest import statsmodels.api as sm from sklearn.linear_model import LinearRegression import numpy as np import pandas as pd class OLS_SM: """ `OLS` is the class to calculate the OLR coefficients of data.Get the coefficient by `object.params`. This class is used by statsmodels lib. :param dataset: Input data :param xName: the independent variables' column :param yName: the dependent variable's column """ def __init__(self, dataset, xName: list, yName: list): self.__dataset = dataset self.__xName = xName self.__yName = yName self.__formula = yName[0] + '~' + '+'.join(xName) self.__fit = sm.formula.ols(self.__formula, dataset).fit() self.params = list(self.__fit.params.to_dict().values()) intercept = self.__fit.params.iloc[0] self.params = self.params[1:] self.params.append(intercept) class OLS_SKLEARN: """ `OLS` is the class to calculate the OLR coefficients of data.Get the coefficient by `object.params`. This class is used by scikit-learn lib. :param dataset: Input data :param xName: the independent variables' column :param yName: the dependent variable's column """ def __init__(self, dataset, xName: list, yName: list): self.__dataset = dataset self.__xName = xName self.__yName = yName self.__fit = LinearRegression(fit_intercept=True) y = self.__dataset[self.__yName[0]] if len( self.__yName) == 1 else self.__dataset[self.__yName] self.__fit = self.__fit.fit(self.__dataset[self.__xName], y) self.params = list(self.__fit.coef_) intercept = float(self.__fit.intercept_) self.params.append(intercept) class TestOLS(unittest.TestCase): """Test OLS The result data from two methods are the same. """ def test_simulated(self): """Use the simulated data to test the models""" df = pd.read_csv('data/simulated_data.csv') ols_sm = OLS_SM(df, ['x1', 'x2'], ['y']) ols_sklearn = OLS_SKLEARN(df, ['x1', 'x2'], ['y']) np.testing.assert_allclose(ols_sm.params, ols_sklearn.params) def test_pm25(self): """Use the pm25 data to test the models""" df = pd.read_csv('data/pm25_data.csv') ols_sm = OLS_SM(df, ['dem', 'w10', 'd10', 't2m', 'aod_sat', 'tp'], ['PM2_5']) ols_sklearn = OLS_SKLEARN( df, ['dem', 'w10', 'd10', 't2m', 'aod_sat', 'tp'], ['PM2_5']) np.testing.assert_allclose(ols_sm.params, ols_sklearn.params) def test_sio3(self): """Use the sio3 data to test the models""" df = pd.read_csv('data/demo_data_gtnnwr.csv') ols_sm = OLS_SM(df, ['refl_b01', 'refl_b02', 'refl_b03', 'refl_b04', 'refl_b05', 'refl_b07'], ['SiO3']) ols_sklearn = OLS_SKLEARN( df, ['refl_b01', 'refl_b02', 'refl_b03', 'refl_b04', 'refl_b05', 'refl_b07'], ['SiO3']) np.testing.assert_allclose(ols_sm.params, ols_sklearn.params) def test_co2_01(self): """Use the co2 data to test the models""" df = pd.read_csv('data/co2_gnnwr.csv') ols_sm = OLS_SM(df, ['Chl', 'Temp', 'Salt'], ['fCO2']) ols_sklearn = OLS_SKLEARN(df, ['Chl', 'Temp', 'Salt'], ['fCO2']) np.testing.assert_allclose(ols_sm.params, ols_sklearn.params) def test_co2_02(self): """Use the co2 data to test the models""" df = pd.read_csv('data/co2_gtnnwr.csv') ols_sm = OLS_SM(df, ['Chl', 'Temp', 'Salt','pressure','windspeed'], ['pCO2']) ols_sklearn = OLS_SKLEARN(df, ['Chl', 'Temp', 'Salt','pressure','windspeed'], ['pCO2']) np.testing.assert_allclose(ols_sm.params, ols_sklearn.params) if (__name__ == "__main__"): unittest.main()