Evaluating Azure ML Regression Results.
In the earlier article, we used Azure ML Designer to build a regression model. The final output of the regression model is few metrics which we use to understand how good our regression model is.
There are two steps of interest in evaluating the efficiency of the model. The score model step predicts the price, and evaluate model step finds the difference between prediction and actual price which was already available in the test dataset.
Azure ML Step |
Function |
Dataset |
Train Model |
Find mathematical relationship(model) between input data and price |
Training dataset |
Score Model |
Predict prices based on the Training model |
Testing dataset.
Added 1 more column of forecasted price. |
Evaluate Model |
Calculate the difference between prediction and the actual price |
Testing data set. |
Score Model
Before going to evaluation, it is pertinent to investigate the output of Score Model and what has been scored.
![](https://manan.au/wp-content/uploads/2021/10/word-image-17.png)
Understanding Scoring
When we were training our model, we selected the Label column as Price.
![](https://manan.au/wp-content/uploads/2021/10/word-image-18.png)
Training model for label price means in simple terms is :
Using 25 other columns in the data, find what is the best combination of values, which can predict the value of our Label column (price)
Scoring model
- Used training model to predict the value of price
- Used test dataset and provide a predicted value of price
Therefore, after scoring, we will have an extra column added at the end of the scored data set, called Scored Labels. It looks like this in preview
![](https://manan.au/wp-content/uploads/2021/10/word-image-19.png)
This new column “Scored Labels” is the predicted price. We can use this column to calculate the difference between the actual price which was available in the test data set and how the predicted price (Scored Labels) is
The lower the difference, the better the model is. Hence, we will use the difference as a measure to evaluate the model. There are several metrics which we can use to evaluate the difference.
Evaluate Model
We can investigate these metrics by right clicking on Evaluate Model > Preview data > Evaluation results
![](https://manan.au/wp-content/uploads/2021/10/word-image-20.png)
The following metrics are reported:
Both Mean Absolute Error and Root Mean Square error are averages of errors between actual values and predicted values.
I will take the first two rows of the scored dataset to explain how these metrics evaluate the model.
make |
Wheel-base |
length |
width |
…. |
Price |
Predicted price
(Scored Label) |
Mitsubishi |
96.3 |
172.4 |
65.4 |
… |
9279 |
11413.49 |
Subaru |
97 |
173.5 |
65.4 |
… |
10198 |
8489.47 |
Absolute Errors
Mean Absolute Error
Evaluates the model by taking the average magnitude of errors in predicted values. A lower value is better
![](https://manan.au/wp-content/uploads/2021/10/word-image.gif)
Using the table above, MAE will be calculated as :
Price |
Predicted price
(Scored Label) |
Error =
Prediction – Price |
Magnitude of error |
Average of error |
9279 |
11413.49 |
2,134.49 |
2,134.49 |
854.76 |
10198 |
8489.47 |
-1,708.53 |
1,708.53 |
854.76 for the above 2 rows is the average error. Let’s assume there was another model whose MAE will be 500.12. If we were comparing two models
Model 1 : 854.76
Model 2 : 500.12
In this case, model 2 will be more efficient than Model 1 as its average absolute error is less.
Root Mean Squared error
RMSE also measures average magnitude of the error. A lower value is better. However, differs from Mean Absolute Error in two ways :
- it creates a single value that summarized the error
- Errors are squared before they are averaged, hence it gives relatively high weight to large errors. E.g., if we had 2 error values of 2 & 10, squaring them would make them 4 and 100 respectively. This means that larger values get disproportionately large weightage.
This means RMSE should be more useful when large errors are particularly undesirable.
![](https://manan.au/wp-content/uploads/2021/10/word-image-1.gif)
Using the table above, RMSE will be calculated as :
Price |
Predicted price
(Scored Label) |
Error =
Prediction – Price |
Square of Error |
Average of Sq. Error |
Square root. |
9279 |
11413.49 |
2,134.49 |
4,556,047.56 |
3,737,561.16 |
|
10198 |
8489.47 |
-1,708.53 |
2,919,074.76 |
Relative Errors
To calculate relative error, we first need to calculate the absolute error. Relative error expresses how large the absolute error is compared with the total object we are measuring.
Relative Error = Absolute Error / Known Value
Relative error is expressed as a fraction, or multiplied by 100 to be expressed as a percent.
Relative Squared error
Relative squared error compares absolute error relative to what it would have been if a simple predictor had been used.
This simple predictor is average of actual values.
Example :
In the Automobile price prediction, we have an absolute error of our model which is Total Squared Error.
Instead of using our model to predict the price, if we just take an average of the “price” column. Then find squared error based on this simple average. It will give us a relative benchmark to evaluate our original error with.
Therefore, the relative square error will be :
Relative Squared Error = Total Squared Error / Total Squared Error of simple predictor
Using the two-row example to calculate RSE :
Calculate Sum of Squared based on Simple Predictor of Average
Price |
Average of Price
(New Scored Label) |
Error =
Prediction – Price |
Sum of Squared |
9279 |
9,738.5 |
459.5 |
|
10198 |
9,738.5 |
459.5 |
|
Mathematically relative squared error, Ei of an individual model i is evaluated by :
![](https://manan.au/wp-content/uploads/2021/10/word-image-21.png)
Relative Absolute Error
RAE compares a mean error to errors predicted by a trivial or naïve model. A good forecasting model will produce a ratio close to zero. A poor model will produce a ratio greater than 1.
Relative Absolute Error = Total Absolute Error / Total Absolute Error of simple predictor
Coefficient of determination
The coefficient of determination represents the proportion of variance for a dependent variable (Prediction) that’s explained by an independent variable (attribute used to predict).
In contrast with co-relation which explains the strength of the relationship between independent and dependent variables, the Coefficient of determination explains to what extent variance of one variable explains the variance of the second variable.
![](https://manan.au/wp-content/uploads/2021/10/word-image-22.png)
![](https://manan.au/wp-content/uploads/2021/10/word-image-2.gif)
R (Correlation) (source: http://www.mathsisfun.com/data/correlation.html)
Azure machine learning studio provides an easy-to-use interface for data scientists and developers to build train and productionise machine learning models. Another major benefit it provides is the ease of collaboration and
In this article, we will explore how to solve a machine learning problem with Azure Machine Learning Designer.
Defining the Problem
To solve the problem via Azure ML Studio. We need to do the following steps
- Create a Pipeline,
- Set pipeline’s compute target.
- Importing Data
- Transforming Data
- Train the Model
- Testing the Model
- Evaluate the Model
Creating pipeline using ML Designer
Azure machine learning pipelines are workflows of executable steps that enable users to complete Machine Learning workflows. Executable steps in azure pipelines include data import, transformation, feature engineering, model training, model optimisation, deployment etc.
There are 3 ways of creating pipelines in Azure Machine learning Studio
- Using Code ( Python SDK )
- Using Auto ML
- Using ML Designer.
- When we login to Azure ML Studio , we see the following options.
![](https://manan.au/wp-content/uploads/2021/10/word-image.png)
- Click on Designer (Start Now) to create a new Pipeline.
![](https://manan.au/wp-content/uploads/2021/10/word-image-1.png)
By default it’s given a name based on today’s date. I have changed it to Automobile Prediction.
Setting Compute Target
A compute target is an instance of Azure virtual machine which will be used to provide processing power for our pipeline execution.
Default compute target will be used for entire pipeline, we can also use separate compute targets for individual steps of execution.
I created a compute instance earlier, so I can select existing
![](https://manan.au/wp-content/uploads/2021/10/word-image-2.png)
Importing Data
We can import the data from several sources. For this article, I will use sample datasets provided by Azure.
![](https://manan.au/wp-content/uploads/2021/10/word-image-3.png)
To explore what is in the data set, we can click on the data set and go to preview data.
![](https://manan.au/wp-content/uploads/2021/10/word-image-4.png)
![](https://manan.au/wp-content/uploads/2021/10/word-image-5.png)
This provides us a sneak-preview of what’s included in the data. E.g. there are 205 rows, 26 columns. Clicking on each column provides key statistics about data in that specific column. E.g. If I click on length column, I get a histogram showing the frequency of length values and various other statistics about it.
![](https://manan.au/wp-content/uploads/2021/10/word-image-6.png)
Transform Data
The data preview feature is helpful in understanding the columns and transforming data for any characteristics necessary to run our model.
Exclude a column
The data transformation section on left side menu provides several commonly used data transformation operations.
![](https://manan.au/wp-content/uploads/2021/10/word-image-7.png)
I want to remove the column normalized-losses
So, I can drag and drop “Select Columns in Dataset”
![](https://manan.au/wp-content/uploads/2021/10/word-image-8.png)
When I go to the details of “Select Columns in Dataset” , I can then select all columns other than normalized losses
![](https://manan.au/wp-content/uploads/2021/10/word-image-9.png)
Clean Missing Data
After removing the normalized-losses columns, our data still has empty values. To clean the missing data. I can use Clean Missing Data module from left side menu. So that our worspace looks like
![](https://manan.au/wp-content/uploads/2021/10/word-image-10.png)
Going into details of Cleaning missing data, I can select Alll columns.
![](https://manan.au/wp-content/uploads/2021/10/word-image-11.png)
Training the Model
I want to divide my dataset rows into
- Training rows (training dataset)
- Testing rows (testing dataset)
I can use Split Data Module from left side menu, so that my pipeline will now look like :
![](https://manan.au/wp-content/uploads/2021/10/word-image-12.png)
The Split Data module has 2 outputs. The left outputwill connect to Train Model and Right output will connect to Test Data.
In the details of Split Data module, I can choose the ratio with which I want to split the data across training and testing.
![](https://manan.au/wp-content/uploads/2021/10/word-image-13.png)
In summary, we cleaned the dataset and then divided it into two separate one as shown in the image below.
![](https://manan.au/wp-content/uploads/2021/10/word-image.jpeg)
Training the Model
To train any model, we need to have.
- The model
- The data on which model is to be trained.
In our case, we want to predict automobile prices using Linear Regression Model. The training data for Linear Regression Model is the one which we have split from our overall data.
Therefore, we can train our model by combination of Linear Regression module and Train Model module from left side menu.
The Train Model module requires a label to train the model for. A label in this case is independent variable? with the help of which we can find the dependent variable.
[From y = mx + c , a label is X ]
Testing the Model
In Split Data step above, we used only 60 % of our data for training the model. We left remaining 40% of the data for testing. We can setup the testing now by using Score Model module.
Score Model module will need two input.
- What needs to be tested (output of our trained model)
- With what to test (test data from split)
This will look like:
![](https://manan.au/wp-content/uploads/2021/10/word-image-14.png)
Evaluating the Model
Now we want to see how our model scored when compared against the test dataset. We can use Evaluate Model module and connect Score Model module to it.
This will finish our pipeline creation. We now need to submit it.
Pipeline Submission
Pipeline submission will create an experiment name and compute target.
![](https://manan.au/wp-content/uploads/2021/10/word-image-15.png)
Understanding the Predictions
Azure ML takes a bit of time especially if the experiment is run for the first time. You can view the progress by looking at the “Running” status (1) or by looking at what’s the status of each individual module ( 2, 3).
![](https://manan.au/wp-content/uploads/2021/10/word-image-16.png)
Once the model finishes it run, right-click on Score Model and select Visualize > Scored dataset
In the Scored Labels column, you can see the predicted prices.
Understanding Models efficiency
We can use Evaluate Model to see the efficiency of the trained mode.
Right click Evaluate Model -> Visualize -> Evaluation Results
The following statistics are available.
- Mean Absolute Error
- Root Mean Squared Error
- Relative Absolute Error
- Relative Squared Error
- Coefficient Determination
Azure machine learning pipelines are workflows of executable steps that enable users to complete Machine Learning workflows. Executable steps in azure pipelines include data import, transformation, feature engineering, model training, model optimisation, deployment etc.
Benefits of Pipeline:
- Multiple teams can own and iterate on individual steps which increases collaboration.
- By dividing execution into distinct steps, you can configure individual compute targets and thus provide parallel execution.
- Running in pipelines improves execution speed.
- Pipelines provide cost improvements.
- You can run and scale steps individually on different compute targets.
- The modularity of code allows great reusability.
Creating a pipeline in Azure
We can create a pipeline either by using Machine learning Designer or by using python programming
Creating pipeline using Python
1. Loading the workspace configuration
from azureml.core import Workspace
ws = Workspace.from_config()
2. Creating training cluster as a compute target to execute our pipeline step
from azureml.core.compute import ComputeTarget, AmlCompute
compute_config = AmlCompute.provisioning_configuration(
vm_size='STANDARD_D2_V2', max_nodes=4)
cpu_cluster = ComputeTarget.create(ws, cpu_cluster_name, compute_config)
cpu_cluster.wait_for_completion(show_output=True)
3. Defining estimator which provides required configuration for a target ML framework:
from azureml.train.estimator import Estimator
estimator = Estimator(entry_script='train.py',
compute_target=cpu_cluster, conda_packages=['tensorflow'])
4. Configuring the estimator step
from azureml.pipeline.steps import EstimatorStep
step = EstimatorStep(name="CNN_Train",
estimator=estimator, compute_target=cpu_cluster)
5. Defining and executing a pipeline :
from azureml.pipeline.core import Pipeline
pipeline = Pipeline(ws, steps=[step])
Pipeline is defined simply through a series of steps and is linked to a workspace.
6. Validating pipeline to check
7. All steps are validated. We can now submit it as an experiment to workspace.
from azureml.core import Experiment
exp = Experiment(ws, "simple-pipeline")
run = exp.submit(pipeline)
run.wait_for_completion(show_output=True)
Creating pipeline using ML Designer
We have covered pipeline creation using Azure Machine Learning Designer in another article in detail.
Databricks is a cloud-based data engineering tool used for data transformation and data exploration through machine learning models. Azure Databricks is Microsoft Azure Platform’s implementation of Databricks.
Evolution of Databirkcs :
A short timeline of evolution of technology will give us an overview of the underlying stack.
2003: Google released Google File system papers in 2003.
2004: This was followed up in 2004 by Google MapReduce Papers. It takes a load of analytics work and distributes it across cheap compute instances.
2006: This led to Apache Hadoop creation in 2006. Apache Hadoop had a problem where it was doing a lot of functions which would cost hard disk input outputs.
2012: Matei started Spark project which built on Apache Hadoop and did a lot of the compute calculations in Memory.
2013: Spark was donated to Apache foundation by Matei. Matei & his Berkley colleagues founded Databricks. The platform provides a management layer over Apache Spark functions including the following :
- Spark providing Map Reduce in Memory
- DataFrames allow you to write Map Reduce for you. You can also write SQL statements which are then compiled into DataFrames call which can then do Map Reduce.
- Graph API
- Stream API
- Machine Learning
Databricks Implementations:
Since Databricks is a 3rd party tool. All major cloud platforms have their own implementation of Databricks. Google Cloud, Amazon AWS and Microsoft Azure are major Databricks providers.
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)
Azure Databricks Environments:
Azure Databircks offers 3 environments for developing data intensive applications.
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)
Azure Databricks SQL
It provides an easy-to-use platform for analyst who want to
- Run SQL queries on their data lake.
- Create multiple visualization types to explore query results
- Build and share dashboards
Azure Databricks Data Science & Engineering
Provides an interactive workspace for
- Enabling collaboration between data engineer, data scientists and machine learning engineers.
- Data (raw or structured) is ingested into Azure Data Factory in batches or streamed using Apache Kafka, Event Hub or IOT hub. This data lands in either Blog storage or Data Lake storage.
- Reads data from multiple data sources and turns them into insights.
Azure Databricks Machine Learning
Provides managed services for
- Experiment tracking
- Model Training
- Feature Development and Management
- Feature and model serving
Databricks Clusters
Types of Clusters
There are two types of clusters:
All-purpose clusters
Typically, used to run notebooks. They remain active until you terminate them.
Job clusters
They run when you create a job. They are terminated after the job is completed.
Creating a Cluster
Creating a cluster is necessary for getting started with data bricks.
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)
Databricks Notebooks
After creating the workspace in first step, we can now create a notebook to execute our functions. This can be done via UI or CLI.
Clicking on Create -> Notebook is all there is to creating a notebook. Choose language and Cluster and finally click on the create button.
Databricks Cluster Navigation
Clicking on Clusters leads us to this helpful interface which gives us the following options :
![](data:image/png;base64,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)
Configuration
Lists the basic configuration of the cluster which we used to build this cluster.
Notebooks
Notbooks lists all the notebooks available in the cluster.
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)
Libraries
Libraries interface allows us to attach appropriate SDK package to the cluster for our use cases.
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)
Event Log
Gives a complete log of events in clusters.
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)
Spark UI
This is the holy grail of all the sparks jobs which are actually running under the databricks shell.
Driver Logs
Driver logs gives detailed log of Sparks events.
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y7l6Ti0mX4hw+tw6Z7T65L/esP/Sv+fu0j6FV54ebvbsU3rr0Sn5q/CEv/+VvYeNsilTe6VOBXWppUXDoPi7AOj/zUfEDHpzPr0LQ3m70oQ+n1n96BaxZ/Hp9f3Ihv/9JUoF7twh3L6vH5z8zHl+/1l0nRxuGy7f+AD67fhLYXzEdEJ6B+BykvvPw0HjWvy+F7rxwq8e9fnIpJdQt0RfjgzgPFw6V+tRs7vqn+nT4Ttec7H4U7hKPP1KJ23FhcObM2fFjUmydiUr3zcvsTEQOz3tOAWZNDfh352+Fa78Ad/N6tKvRR6lZi5bzwAPDUuiuwsk5ebUBrmxtu/Ba/NY1F3b8MP95jP3sPnuq4D/e1zNDHlvrDBCjvfDMeWN+G3l13oe3VGtSNt6LgftItmZOd6Y6HzIdChntJ74H69+Nf+iFw/5fx8cy1yP0CHWvfgpn/3x/giAQhr43DmhkX6Dmv//LbaLnnAiyarS7/H/mUqlzL9GcJQZeqdK8HFr0v+K0K1N24N3J4l52Gdkuo00p8B+5w501u9FdAdK9NxLxh14sffvfb6v81+LvrFqHG3vXXf4EftMYHe6XQrb1uOvjymAytc9NHTSZt5ft6eJPd8qzzq/fdRjeg1GmsjoE5RrdtCPntCS4yfSXNrlNpo9NY8p+T3o33tnl5Vr5v51P39/ozk2dNWeGmsUyF9Be+fK6muOOocpV3vqgyKePB7HOPd+AR2dXeDnx9mQpUDnSoAOXzWKe3uxePPPQLKz8nOHMULsAP8dwx816JKluCQr8XUXanXSbRYOh3kHLk1WfMqzJ5/f/h/5mXaZ1aU+sM+WrbiN2BIU1ph3pJT8QVP1CV4seeQuP7zUf9UTcB4aNVKzH23ealz3Ctd6B68HiH6bmaUhWTtmNRNcV5tf1gtwlI3ooL3+c8CLrn5gZMnN+Ejfc/jpdPpL/OOOxUgPIVE6A0f1tdwsdh0W2rsChVgPJDfHmmdUHSk1UZVhexz6+X+y1kuMF3cfaTIaPi33WZHqKDD/0DvntjnaquZ804/JkOQGT6c7z3zFN0gNL4tf/CZf94Gd7rv4Eq3gtHVdjzQZw90rxPQVe0nlRpYw3Z8FXQ1v8CZ5thHd9YqI7H19zKgqqMzfwyLnCHQ629QB2rLA0pOwV//Mk1WLN2Kf7sXPOR65SzMXHuP2DNV9V8mdb+mapcpdN77yaswyK8170nRVekLjB5UKXReapCVajENuPL57lDl76Lf3jy87rSWnFpkzesSQ9nUmm5+Bfe8Jm1i/DDL33PSst1+MW5zvC9LywI/vYEF5O+2v3qnP+UzPN6RX74pefwXv19lZ+lgvs1YJm8l5Z+9f57oYGDl8ZO+jebckYFPl+z8rnVW1B8HCVIsoZaqu/+YnHWgne/MbNXqX0w+UgClS9eYwIUtX/T/g5fveqDJZSZZ+PsDwG/OOqUEP6yxcn/vrLFiPxeSNmddplEg2WAT/caZoUhX7tVZdfuLUg71CvKb/Hyy6oy/uBubP/mClw5ZyZWyN9aifOW00q4OT3KcK23FIdwyN2m6yfBeZpY+CQ39muHe9QRcYz97NfRau6XeXzTCjTUVuFtp43AO2sWYvk3t+PgM8MZsfwW//P/foT/+d3rQN8r6LP/5s/vfqzi6GeR7b+bKwHKv+IHL+7D160A5bLUPShh96R4lZGuh1QFZeF7Te9CBeo+tUi/Oq69Ii2a/4FT/ljt33e/jR90qUvz75l5ZdeLR374Q3zwg+81FZFx+JiqFPzwh48UWi2xcF4hvc8+V1UYXD99BOtU5eFjbmX9XR/TQ8qyMwzqzRgz8b0qmBilwpUgM8+dQr/jWLfYHyR//EtQedIbRih58INf+ljh/bgZUol9xAswCsNfnN6s8Bvux+EyK1/3Hv2F86Lgg7hkfPbC66GQmL52wGh433cqzYX8rVv6oyzCPLenceTZKsVdgeN27Lnwh3mIFx7BA/dbyzmzDvNUYP/Ao1muRL8Z4/5qFdb8VSBlPrQUX13+5xhzmnlfMqdsWfQpt2HIKZ99ZYuW9nuilO8SDY5+Byl/YN9UPGxOxaQPNehXu7+z2xvylXqol6VnNzb8zUJ8+N2jVAX7NLztbaNQVfNhzLq8Cbdu7SgeTlYuQ7xe99HFodONaf6C/0CNxfx/exxP7fg6rpjuBZCHHtyA5stnYeI7TsM75zSjo3Afy9Dp+8+f4X/+O+ZGq/9+Av/znxkOU376Azz2gWVo+uevYul4J0CZ9XuP4ZGEe7/T6cXRJ1UF5NyzzXvFV7k4Tj3zC7y4cCWu/ews/PnH/xyf+9I2XPanZl6SkOEW8Z7Dc/cDF4wylaoS6Iq0tFIXKvAfx5fVstxW1GH36iO447olWHK1mW5qUyFzwOtduEPmqUpv1Fnm3Tj/XRWEqQ+soM3Ngz/80se9QEY/9egXOGpa2r+rghqvNzCqVd0/LKw5shZ8solP36HiG170bemrjKADmHX4vPtdNclwsB8+85z5Qka9elgFg4HA+CcdePCZmGtPKLs8cV77gvzF61SZoT53vmyk/Z4o5btEg6PfQUrlm4J9+gN02hkoXItKcOqUGVgmL3ZuLwz5Sj/Uy3Fo60K8c9SHsfDmDdjd1QOcX4Paupm44rpVWL99H7qPdmO9ub+jnIZrveUijwDWT+ZKmrbMD9xf8laMnX4Fvr7jKfT9+ikc2NGKVX89AxeaLx3auhyTPtasHyowlP73f5L+YM//ou9/wh5PnB3f/tsvo+Vr38avP+/0oBx+6D/Q+59m5oBUYNR5gQpAXCvn8eQP/whvfvObzVTKE9zG4b0L1UX8IWs4jKErWkXjt/3DM0pRMeoCZxiGr5cr+r6XIfefvfjF/Y/gkYdk+i+Mnjou8Ihh4Oj371Bp9QhGXfAnkT0pHmlRDw6Hc/LgB60nqTmT1ysigYr7uX+4nOWn31MBnjtsUaXhp9IOPjvRJafvoHuhDZvWWz26/+cSMyOEbiTxjmNhyvKwPH2TvHsPikrxCnP+uveouDfTpyG9qyoFnOGmTtkSfDpe8cNM0n5PlPJdosHR7yDlzDP/BPq+6DJZ+NZ+XihOnYQZ18gL9ylWL2NfWwlDvZ7ZiOVznL9TUvN/WnHgmKpU/3If7vvBXfj6Dcuw4JM1qvL8NvS7FzbKMK235joreAhO1xU/krVYJcZ+0nm1rxw35L95LCZMn49lt92jgrKX0P2vJqB5cBV2PKi/MWR+7y0fwCkVHzLT+/AGOTt+7wLrMzW95W3Ol4fdKfiDP34Rv7Z7Sf50Hr7//X/A5z671Bni9T+H8YuuM/DmPzTzB2jc+xZZw2mcoSHHF1U1rvgPfN1t7Zfpq/9h5vWPMxwmME5b37ujKlozgpfyCrz3g/bwri5870v28K8Y73qvHu9fGN9vbi7O7I3Cr/0ar/6Pef16Lx658xos/kqH2o8rMXNq2uGH43CZ734FJw/a94/ImHn9wAb1OhgY6uFy542KSFu3d6AXbd8+3vLx4IlL36Hj9U7qp+c5L4ud+V5c4nuKnnMTfZbvmfjFd/7efw/Kxo3+e1TW/qC4BzKU3Fel8m2hp9EpW9Z9O3DDu+/BEiLt90Qp3yUaHP2/J2VUDeb8gXk9YO/Cx87/I/O6VPKUL92Xgu3f2Y2el/dhx7+oNymHevV03AP5m/TAMqz8ynxMeLt+E3AIh9rNyzIZrvUO3FhcOMX505k92/eV1tvx6kHcevmH8eF3T0Jz6N99eSsuXHQlrtSve3Dg0HA+hPjNGDFCnR5vKFMNv+wuwMy/H4MffMEamvHBWnzkIx9RU63z/pOr8dwn55k/iplG2I3zanIvSvrGSm84zSYsCh2KUTH+En3D7MeHvHKT5AJcJo/Gtf+WzBf/3MzrJ/1o1W/gAnuIjP6jluGtz/rmX7kZWX/381gXeHxxNOeRo79wh17M/DLwpe9m7I8cjsKfL7wMNRVd2P6ly/GRD5ptrf04lqztQO+7ZuLmL30q9U3zmr73RvKlyUs6D8rfoXGWbd+zMu6vnBt73eOgbwA3repOgK3mSV4uLFO+1wx8SgWaMUOafL81n52wYtJ3SOj7SrwhRo+87xuqlPGCFv+xcHrbvHOvlPNpeFwwexWu/ECFE6DIPShvdu5R0YFKRR3+YdmfF/VAOoJls3lggNVr5C9bZOjbInwj5OElcd8Llt1pl0k0WAb2F+efWI9pP/vxgB9FXFe5DFsuSur1CPzFefsP+f12N5af9mE0YwHW/+upWPi5WzHj9qdwz2ftZYb/vmfTLIyaL+HCMtz32irUhtyFfmhTAybN3+j83Y4b9vl6HNy//B783Bb2neFab2oPN2HU+1aodV+Be176OmbYTz36cTMmTViuUhSYcVs37vnrkOeLvarSu24SNqAWF85ZiXuulvUfwoYZ78TCncCE6/Zh3w3+v6KvPbMRs97RoAK4Sqx86CgaLzKfx23PIPmfX/8I//sG+Svz/Y/lkwzbXzHOqCH/y88/vQONRz8WUbGRltlH8N4TbHjD4KTxqzj8FDDmnSoifvUoOr6/Cf+x5wAeO/BfOPt970XNR/8cH/vQOFQM2kMJsmlw0voX+PanLsfX0zxgs0IFhhuXltBQcXLKwl+cf/114JRSRpseR/gX56m/BlT7OvX8Bqx62wAHJL2xBismprlzJMapE1H71/Jigw5QSnmqV+WFk+D0CzRjxd9sxMFfeU+X+u3hDmxY+mEvUCij4VpvapVjMUm/UMHEQffZXMZ7rkCzCjDEji/U4qM37cDj1h9sfPlnO9A0fyZWPKjCkgdPxcyPuQHSWMz66yv0cK6DN87ErJt245A1XOnln23His8sc3qYpq/EfDdAEXHbM0h+7w1vUv8fvACFMuC0M4B7vuwN//JN63Dgk2NgPSqAIr3ZCVD0y1Gomb0UTV/9Fr67V3qu/g6XXXryBSiD5wJ86tvB+wQipu8yQDlenKgBCtFADLAGdhreV7MM6/r7DNw3XoAtExowfsD1wLdi0nTn76trpTzVS1W4bzUV7o6vNWDiyNPgPu3qtLGTsHB1N6quvgv33T5TfwcHD+n7SAZsuNab1rkXYpL++y0H0VT7Nr1dH17nbsGpqLmuFfdcXasCjh7s+PuPomqk+5Sw0/C2Cz+KFd9T4VVlLVa2t2KBdSze+rFV2K73W373YbzzLe7vRqjfzULT/ep35y/AXbct8D/0IHZ7Bsmb3oPflziFTlzv/HM02cO/gtOyUv5uAREREZXLwJuJ31CJ2bUrsOUtf4SzzEdpnPX778G/X/xF1JXyoxhvnTIDbpiS9qleDqlw73YeiVtfU/hd5bhazPzrr+OeXz6O+1pU0DPB9Hx8ZzcOluXxuMO13rQmYNmm+7By3oXOjezK7qftfp2xmNFyHx4/eBdW/fVM1BQCkUpc+KEFWHb7PXjq8fvQODk4Lkv2ex+OdrRi5Wdri363cqOa9/h6zBxjPi5I2h4iIiIiOlEM6J4Uv9/hhSf/A1974j58/XfmozAj/ghXnvNXWD7+ApzOkTR0kuM9KX5ZGBt+omMaDx2m9fGBx2lw8Z4U6q8yhgm/jzPP+yRunLYaRy/6IracOxU3nvEufPr3/wif/qOLcOOZH8O/v+fLODr9H3HjexigEBERERFRuEEIFX4fp1ZegLr3zMGVNX+Nr077R3x16l/hyuppmHruGTiVwQkREREREcVgyEA0jN7whjfgf//3f827k5ukg6RHEqZZ/zGNhw7T+vjA4zS40qYvURjmHKJh9Ja3vAWvvPKKeXdyk3SQ9EjCNOs/pvHQYVofH3icBlfa9CUKwyCFaBidffbZeOGFF/DSSy+dtK10st+y/5IOkh5JmGalYxoPHab18YHHaXCVmr5EYcr4dC8i6o///M//xHPPPYdf//rXJ+XFT4YCSEubXMj+8A//0Hwa72RPs1IxjYcO0/r4wOM0uPqTvkRBDFKIiIiIiChTONyLiIiIiIgyhUEKERERERFlCoMUIiIiIiLKFAYpRERERESUKQxSiIiIiIgoUxikEBERERFRpjBIISIiIiKiTGGQQkREREREmcIghYiIiIiIMoVBChERERERZQqDFCIiIiIiyhQGKURERERElCkMUoiIiIiIKFMYpBARERERUaYwSCEiIiIiokxhkEJERERERJnCIIWIiIiIiDKFQQoREREREWUKgxQiIiIiIsoUBilERERERJQpDFKIiIiIiChTBjlIOYSbrrkX5xemh3DQzBmoY/fuKSxz853q3zsPmTnD4IUuLLxmD7a+YN5n3EFJr5BjodO03OnY9VBZj7tL78NwHvMYOh1v7sIx897HSo9B3YdBSvfB4OTHsGn4zqks5690erH1Zn963tRlZpWVs56F9/aa99Gizgv/5841Y3C2NdqLu/4GF110UdF0+2PmC6FexPf/7iL8za4XzftB8ML38TcX/Q2+f5xcW9Jz6wYhZZQuu9S8qDK0FMfZtVlEXZ+Pe+5xdadyHN8wJR/z+Hpqpq4FUfsW+Dy2DpJA/1alQ3GZ7l1ThrJ8HrwgRSfak3hy2kQ8cfOleuqY9hrqy3LyHcL6Xa9jwWWy3PfhAvPpUDr+KzGv4NYUFYtww1ORoBPY+PMK5YQ3TUX9mWZ+2Z3IeVguJgdwbaWdpucBd/CcjXXpSux6+GE87E7f/AJu+2xSoEL9dwouOfMVfD+QJw8efMW8SuNEO48P4fuPno4F44vT5bgmAcodr6lj5ZXvHRN6UTNYgUpag1pPdR2HefTMU9SJ+Jz/2LzwHHaVJdgvLT0GLUg5uKsHD6iKx/pLK8wnwMhLx+EmVSj1v3JsOwXnmwrMhE+rzPXpsc6b4XDmOKwf1ArVIJBMuKvruGphOiGMe58qCN+HCebtoBmq9VAGvYIn1Hm9YIJdJo7FwmmnYMPB47lhZYi9+3LsaqrFba3fR3hfyRn4yD89jK9MO8O8p1KdVxnMk714oucUVUlX16dyOM6uzcfufRobxr8dC0epdNk5zBX4MjrW85o6FhUqKDUfKCMvfQcWvNCLB4axDjL49dTjVOVpOC94bF54TaWVCqDN26EySEGKtAYEL5KiQkWol/oyhNu1pCcrqnZ6Kh7SEZcz3+3KkijsSWzA67jWDDPw92rYwxz24KY7vW6vYO+Hr0tMIv2b1fr0b911BYdMONG1/K5e7R8efdJZXrALTr93fxP83GyTO3+4emMq34Erxqs0vCOmIAzdD0kTSX9gg9UyG3UcXU9Y8/0RtBNVh88zx8ydH5VWZjvd7knfb4a7pSaoaBjWb6w8Zn1eQn4Uss8L1fmij5fsc2A90ccnsMzhyo8xgudt8HyL3DeTBjdZ+cHJI+F5uBSx+V2v18wzZVh/1tF/p+sGnGBAMvLSqYXGHCdNu8LznrD3QU2Frn+d9l6aFu2X+d3Q7u/gOePsPwXufQ7PypvHbsdFf3c7bv87GQomQ7C84V6PrlefrZeLghEYpuUbTvZ3VtBTtEzzeWqP4vbI4WnO9jnz/ga3r1fb4K5bb1/U74bO+RNUxfXRX3l5T1prVT3hI6PMe1fKa1FRORgoK8KXo/jyu/X5kFKVwoOv63rTyPEqXQKVxNhz1pR1WyOus/q37v4Fy6shMFJVelEUkIxVdTg3gHSuQwvv7fLqA3HXKWvfi465+dzl7HugfNPS11Md7jZ6wYtzTEw568tbbvpHXGui8qH+PKZ8HTJvx0dU/XDXo9a+HnxFpdXbzTtX9HEpJT3iruGDE6S88Bs8afV0RFIbULPrNLXR0s02ETehBzV2ZeTR19RGO11wWwsVasnY5+loToZ7BTPSMZXJr0UlOvQy36GW8bqZk8ILrwDT5XfOiaOXVRgyobbPRNdysd86Xn1fhqgU9eCoSvfNPThPD0WTrkOo7bVPkNfVAXqHs8xrKlUB/eSwZcQJn1bp+EIP1oeuP2o/5AT20v/aceqF7ziqY1UZOI54BdceNft82ekqc/ovMoWuVt88J+PW97jHUq1TpZVdQGhyItzci2luoaK2xfuNsy3XBn+TJY/24Amd5ySPv4J6+wRNmR9dD6gC9wqZd804jDSfaTHHp2iZPcOUHyXgtwo0PZltnDDhdDXfq8gcUwXnA26rXIq89+QoL389oHsPQ/JwKWLLLXXe3KEKc/e8GfWaLpCHltq/y5yyxU3LovNGROY92QdraIZOtyetMsxLU1/aqXQ5/w7odCk5TbPqrLNRi5/hObcSce9tQIMMB/sKPmJd38Zf/AXgGw+rkMHx4sHd2H1pLd4n31GByLTGP8XtZhjZ7eevwDQ7oIlYZjIJQi7Hz5p2WcPT7MDon7EC7hC2v1Tbt9uZIb9rWYE//aazPQ/vWImfffb2wrYPqTPPxjRryJec25hwNs513hr+a9ETl50WfS1SIsvByOUE87v6PK7xbrDo4TSn4yOyH2eO042IdiVRi7teRF1ns3BNHPc+pw4XFmBZHtjVq+bJdvrL1f5e+ySIqIf8LmRUQdp6aiqqLnOHlbdU3e7JO6LyaFQ+dEWUr0NMrrsPFIZ8OcMQdd60RB+XEtIj4Ro+yDfOx9NjT8e/3WQetfHT/ZURjH9HoZv23FFpun+dlohLVCHnZFRniEN6/oNgtzxKxpEhFIm6fqUqJd5ydJem+q03vvQU3DTNLPPMN6nTZzipgE8XZiEFRuJ+eOQ4XjLtvEIhMGGaVJCs42jv87jzVEY2ha8ulE/BtPEm0LTnRRxL76RRep42AUqgO98KvGQoYHGLSIacWYmFJo11uvlam0rMj4VzyS/x+Dz6tAkMpQAZpoIx7J4Ud1/Hvd2X9545+joWTHcuRsl573Rc4R7/M0/DJc6rAYktt0LPm2Ggh7k46dgh582uA7py4AtAI/Oe3cKpLkQyVMPHOmddB7tMgHKiDzH8Ai56t3lpe/dFas5teNj0SDz79G58oeEjkIFgj+6/DbVNfwFp1xLjP74StVZAE7nMJC88hN331qJ2ghlu9u6/wMpLVXB0UPpKXsRD9+9G7Yfep7dBrRV/0VSrX7kKw9jO/Ai+8vDlhe0bWhWqjD8FT/Z4Zf55lYG8JeeUlVed60TMPRsR5WDw3PQPiVUV6F2mYiSfFwU4g08HaHZZ5qskGrHXi4jrrMjANVEPy9dlklRSVYAlwYovyFIKdT5/udqfa9+uO0yAUtSQPHgKQ/R0+RtRFibm55DydTjIdfeF1/CMvNbbfFqg8SD5uKRJj6Rr+OAEKbry/XpCpV7GngKXjFIZsWycRCoq5PpLWgZNS+T51zyNJ1NE3M7Yy+KDmVnmBKn3tT6Xsh/OcXQrQXq6uQcP4DXr+J9mtVZU4PxK81LGOPrm2VIcS1m+KogLFxchFxgdeLnHbTi7TFOofJN3MUwKWvuRH5OOjxQyTi+Zu9zhGuoQx76fwm7RSZP3yi2+3Mri+a8vJCZY8TVIROY9fxf+tV7EF0kqSnITdNw4bmfIh7noHS+efw678ac4O/Fcc4KA2/ZL6PEoHv6GG3i8iOeeAHY3TisMrbpoxgq1TKt3pr9it+1ZPHcv8Kdnh90vI/fS7MJKrMA0d5vsIWhDTPKFrozbPQkWfU6pSnaNe45fcwDXqrRzApv0os9NMzrD7s0NXA8Hn/MwIF9ZdscrvuBCi71eRFxnM3dNlPQ2wYraP7tXx1euqmNVaFQq+dqn0lJV9i8pNMCFSFVPTUsa+Ezvj7udwQDMGFB+HvA2H/INrw/tYS+QYcNO8KQDiUKDsSXyuKRNj+Rr+CD1pIzFR8arKCrkJk1vDJ9zEj1wVJ2IZeOMxS618AqnLtQ7JcJzn/owDqoul+j4uxCrzKSHhjyN9UfNR0r6/XCOo5dO7hTo3ShwMqWmC6GoCmWKYzn+HVgvXYfBIXO6hczZjqKKWZbp7uco/cuPaY6PW4mVyRtWmS16jLa0rkiLjtWLUVreK4f4cisT579cOEIuCHrbbD2/8b5j572uJ9VF8/RC9/v66YHfhbhk2jisV+VIfx7GIT1jvspXhkgvCC49G+eY93HOmFDr9JA89jBu+/xFpmfiDJx9PlDrDskqTKUO7QoRHIrmcw7OvhT42XNRoYdz07+zLbfjC/euwD8P5qOU4+gW215VSe/FAyEt4jrfnukNV3KnUnsD4s9Nt+KspuEYhm1a14P7KMPKffWoqHNWs6+l1nVWDOs10Wn0KE5P5xpv85Wr6lg9oF/059p3Cm66bCpukga4yOtZmnpqKaRi7h674gDMVa787KPTKqrB12bl88R1Or2cGw4+hO8/Gta7k3Rc0qRH8jV80IZ7OV02gXsI1MWzXu2s2yXpH2vu7HBkV20qTqLa4+ikdcKlh4xZ65Ou5SSFk0ZfuJ2XsQJDU/TTOuwu5iw6c5w+mTfY9++UsB+6W9oas+7cBGUXgq94Law6HU2G1+ORrS5pe17EsSyO5tVJp1uJnPXpdVsVNKdAyHDPltXSo580EngCSlDJ+VGJOz7BwlifI1msMJqx6/Uydtwd0qAk573yiy23Qs+bIaYrff5xvaHlqzVUpDjvuRUe87s0TDkSWSkwaePrtX2hC7c+ipCbVzPgsdtx+TdQGLaV6Mz3ofbS23D5Z3+GlR/3Bk/J/Sq7G//du19F30RfhntA9Prc4V3KY/+OFYXhX2fgfR+qxe77HzI9JI/i3xvde1Kcm+29m+WdgCa812UoSGXxdX39Cc0HJj8XehTMDbklBxGBc9NZzh5s/Zn51y1PdWt1ue5VSCeqpdpf1iix52z4tXT4r4nOtdy+31TzXe+NmPpgf659+kldiL4HJ0091WMaqKw6idx473B6KLw86QRgoSNBBpSfTWDlCzLLUXcO5zQOvqIC6Oh6SfhxSZ8eSdfwQQtSnDFo5+E8X/eljFm2WjlVdO88k1rmH3BueB/g+EE3UzpdTL/C+dO8e1Lc+yqc9anUkwIgkooC9ZhI0wV88O26VcM9IE7hoeYVtViqSrO+SUjWcS9qdkEdrPeVPfOUW/HY+bj9cE8U013oO45h+3y6irC7nHTUNxW7eUAibSuP+ObJNk11bqLSy30SGwKPCiywhqz5fyPLVJXay4Z+fLG/O9eZQgshKaBNGtc/ejq2Ro6Fjs+PsWKOz4RPT9Q3y7vbqG9gG8IxvAXufgUmL82cC13wMZbJeS9KIA+HKdomc5GNLbfcoNn5zbVqu4f+nhRpLfMfV9nOXRMm+sdnjz8NT5hhXb68Z8azO0MA1QGYri7kKYfQ6XIktMVMyHYFhtWYG0iH8wbRgnut4U8ySbCx42Fcnvp+EScwgHvDvEs/yvhnuNwsd1oj1HJLuQdkN1bMsLZLJn3jvfSG3I4/dYeSffY2fOGbXg/NGdP+1hrS9TDOLtyTMh6X65vl3eVNw4rzVUDWn/tiykRfTyMb8/zXIskzmDbR5JkU53FB8XLOk+vNn0ovoNy8bD7Xfzdj3CD2xgboQD2spVoxgVWhkS/qnNVOx3lHi6+lWbgm6t56XxrLdgTqg8ol6ljequfb5eoArn3mt84DU8xHtjT1VItzH1BY/TKQt2T7K8+LyKNx+TmZ3NujH5rgbq9Z16Dce6MbB9VxCRvqFXtcSkiPhGv4iIoLxvfJixd//hP9wYlGorIaeeLFcFS8iOgkJy1KT6vCN/yiN1wKT71huXjSkB6caU//JR5eqGoIdNyJPWdliOdx/eCKXrXtTkPKcNzUT9k1eD0pw0ROZK9FxQwRKuvN+UREEXTXvddV7Qz3SjNWmKi85G+3yN9wMe/0cK/ad6S5u4aIKBtOuCBFuuNQ6LqLGSJERFRuZ47DFVZXfPrhZ0TlJY86RuGpYpfjts/fzr+OT0THlRN+uBcRERERER1fTrieFCIiIiIiOr4xSCEiIiIiokxhkEJERERERJnCIIWIiIiIiDKFQQoREREREWUKgxQiIiIiIsoUBilERERERJQpDFKIiIiIiChTGKQQEREREVGmMEghIiIiIqJMGVFxwfg+efHiz3+iPyAiIjpeTZtWZ17RYNu1q828IiIqP/akEBERERFRpjBIISIiIiKiTGGQQkREREREmZLqnpSnnnrKvCIiIiIiIhpcvHGeiIiIiIgyhcO9iIiIiIgoUxikEBERERFRpjBIISIiIiKiTGGQQkREREREmcIghYiIiIiIMoVBChERERERZQqDFCIiIiIiyhQGKURERERElCkMUoiIiIiIKFMYpBARERERUaYwSCEiIiIiokxhkEJERERERJnCIIWIiIiIiDKFQQoREREREWUKgxQiIiIiIsoUBilERERERJQpDFKIiIiIiChTGKQQEREREVGmMEghIiIiIqJMYZBCRERERESZwiCFiIiIiIgyhUEKERERERFlCoMUIiIiIiLKFAYpRERERESUKQxSiIiIiIgoUxikEBERERFRpjBIISIiIiKiTGGQQkREREREmcIghYiIiIiIMoVBChERERERZQqDFCIiIiIiyhQGKURERERElCkMUoiIiIiIKFMYpBARERERUaYwSCEiIiIiokxhkEJERERERJnCIIWIiIiIiDKFQQoREREREWUKgxQiIiIiIsoUBilERERERJQpDFKIiIiIiChTGKQQEREREVGmMEghIiIiIqJMYZBCRERERESZwiCFiIiIiIgyhUEKERERERFlCoMUIiIiIiLKFAYpRERERESUKQxSiIiIiIgoUxikEBERERFRpjBIISIiIiKiTGGQQkREREREmcIghYiIiIiIMoVBChERERERZUp5g5RXD2HH167ErJp3YsSIEWoaharahWj6zuN42XxlaPVg4xy1HXM2qlel6bhRtj9k+uNJmPWFW7Hj8G/NN5P0fxvKzdmnJnSY90REREREWVS+IOXVDjTVvRMf/eIOHL1wJlZ9ZZWaGjDptd1YMbMKEy/fjkPmq8ePCZh/reyHNy2bchoe/86V+OjYWqxoG57Qi4iIiIjoRDai4oLxffLixZ//RH/QX4e++VG88/KXsLJjNxrff6r51HHom7PUvH1o3H0IKz/knze4pBdjFBrQiqNb5qPSfJqG9DpMun4mWp++C/PPNR+6XlYB2fRJWHF4Pu56qBUzg/MzytmnldjX14ga8xkRERERUdaUrSel55kd6v8fRW0gQBFj512BZSpg2P7jx80nZgjUjR14eW8zGt49Cnpo2MeXY2NXsHfit3j8O01YWFuFUWbI1TtrZmH5psfVHJe7vB3ouFkFS/o7K7D7VTPbJj0+tWp9Mv9X5rNSvbUGjf+yChN6NmLl1oPmw6ht8A/3Orh6otqH5dhdNFpMbdeoEZh4s7s8pWc3mi+fpJc1YsQ7MenyJmz/mf3DEva7RC93bUdT7LodL++9FVfOcIb3jXp3A5r3vuwMK7OHt736ODb+zSxM+mNZlnf82A9FRERERGHKFqRcOG6B+v89uGdnyJ0Xp9ZiVV8fuq+eYD4wdizDjPodGLV0A+7b0YyZaFUByww0PexVhg+tm4WqmRvw0odWYMPu+3Df9vWYOXIfmufXYvn3AtXc2xagoX0SVu2+Byu/8FFMfLP5vOAQNn5hJlY8/VHctWklat9uPu6P98zEFXUq6Gh/3D+MLWEbJnzsCtSiGTvaAxX+B3fj6z0T0FDnpNFvH27Ghyd8GLe++lGs3KH2e8dKfPTVDZh1YS2aHgz8NnG/S/PbB5sw492z8PVf1Trr3r4MVYe/XrRu/b0pV2LHmxegVX3v1s+dhh31M7BM4tUCFUhdXqW2722YdcM9uE+28UO/Ret89dk3j78BgEREREQ0BGS4l0wD91TfPf+nRoaO9eH8mr4F13y9r3XHvr7uY6+Z+bajfa316nuo6VvZYc9/qm/9dPX59PXqlTjQ9/W6C/tqbtjX51vKa/f1NVaq76nPHe7yrui759fmI818Xt+qXj3Vd9dnx/ahcn5f6yEzO8a+G2R5M/tanzYfFHmp756/lu+s7HO2Is02CLOP19zn26d9N1T2oc7db+c7ldfco9Zie63vvmvU9wrpE7XOcM4+udsb5UDfqvc42+usw/hdd9/XA8dGvlf5af/3XutY2VcjecDd36db+2aq943terbxmsorlX0XfjawDiIiIiIipYxP9xqLGV/dh5cevwfrP1mFQztXomHGJFSNPM0ZBnR/SA9L/ZVY4BseNhYf/bSq0u7cjYP66xNwxQ+6se+6GvgGkZ1ahaop6t9fv2YN+VLqJ0X0IryE3Tc2YNY3J2B9RyvmjzEfD8hb8bZR5qUtchtcY1FbPwO4eQf2FTa+A7tv68GMebVqrnK4Azt2ApNGAgfu343dhWkfXlb7jp070PGM/qEjcZ0l+PFutP4YWLZoprMtrjdeiIZFC9S6N2L3E+q9+V6DOl729059/3xc+UnzRry9EhdWAhu+0oQdP3vZHK9TVV45iu7b5/vXQURERESklPcRxMpb/3QGFnxlPe577Cj6fq0qortbceWFHVheOwENmwLDe949tuhm9sqxE9X/N+Lxw857x2/xcs/j6Lh/BzZ+bQWu/Hgtlm1VHx/uSXdfw9Yr0XC9PHh3H3Y/FBIs9UsPjv7SvCzR2LoGzLSHfOmhXjMwc4qpsvccwnb1z/a/+Sg+XPth3zTrxt1qzj4cKtduBP32tziIWlw4tvjeoreOku3bjR65l+fVl9T3ZmLiHwe/NxZj7VF9p9Ziwb8uQ9VDK/DRC9+G00ZV4cOXN2Hj/Yd4TwoRERERhSp7kOLz5kpc+KH5aNyyD3d9tgcbl25UFds0VOjyRufVoe8tx4dHnYa3qcrtpM+txIbv9eDUugVoqHPmp1JZi5UdR3HfNSr8+eJK7OjvDfM+R3HoMfVPvaqUOx+kd+4MNHwWaL1/n+5Z6Gj7Onqmz0Tt+c5s18qOPvT1hU1H0XiR+dIw+e1rvj6sWGM/tgr3Pf2SDlhXffJCvNa+Ag2178SFn9l4HD6WmoiIiIgGW3mClJ7tWDhqBD68LqrKWYmxF14onQ/+4VlHXypqTe85dED9fxYmSIX9V9vR9PFmvPTpe3D0NVU5/+U+3PeD9Vj1f2ZCLS29KQuw4P2VqP3irZiPW7HgK7v929EfZrjTjOk1JT3a2PFW1H5sAXq+uRv7XnWGes389Ee9YOftalvVP7sfG4Yq/KmnYgJ24/FDxSn08lHZnpkYq3b41JGj1Pe248Avg9/rcYK3oDe+VQesy267C/t++Rqeun0meu5che0qDYmIiIiIbOUJUionoGaCqlRfvwIbih4hrPxqB1o3Pg589kJ/cPEvG7DDHtb13wfR+tXt6nu1mPRW9f6Jx7FB/TPj4zNQaY8q+tkObG8zr0tx7kys/IqqHN+8HCv3DiBMkb+T8tfLcbDyClzxsf7dVfHWD83EFT0bsHv1Pfh6j/QMWaHO+bWYP12l520b0OF7nPBv0XH9RIx6d3keMxzqPbVoeA/QvC7wxzf/+3G0rlNH4/21mCD39Jjvtd4Z+N4T96BVhuK5HmzGh989Cc2+YORUjKoMu6GHiIiIiKhsw73GYsFtrZiPjVj47rfhnTULsfzmZjSrabn8rY2RH0Vzz3y0Xj8TEnt4tqvK+Sw0bdqB3Ts3YPmfzcDyw9b3zp+AK1Tdvemzs9D8HblxfAc23tiAqg814/HA0Ki0xn56BVa9/yCarmnGwcQ45RDuuc3ZD3fS+/O2SVjxYA1WfmcVZvT3McZvnYQZf92Dpuub0PPZGYHHIY9Fw/UrUfPjJkyaYPZ950Y0f+6jmHnjUdT+/QLU9vtG+X1otfbHnnbIDfHysIJ/Ueve2oBJH1+BjTvVur9zKxb+WS2u3Kn2efUCE2iq77U04rQ7G/DhOU36ezu+uRwfnrICB+yuJRXM1L65A8vrZ2H5N7frBwBsV9+bdfmtqFTHQgIdIiIiIiKf8j2CWHmpu++ur1zRN/NDF/apemqfWnxf5bjavgU33NXX7XuWrvdY3n3fXdY3Y1yl+u7YvprPruq7z3lOb8Frj7f2LfuYWV7lhX216jv3/PKlvgMtE9T7xr779HN8g4/5dYV//tpDzmNya1oOmE+KOY/rLZ70/lyzvmg7S90G8doPlullXvFd/4OGXa89flffys/W9I3V667su/BDC/pW7baXEr3sMFH75E4rO8wXlZces9ftHJt7DhU/Tvql9lV9C94/Vv++ctz8vlXtB4q36aUDfev/emZfzflmXfKI6q/c13f0d2Y+EREREZFlhAQoquKIF3/+E/lniMhfSh+FBrTi6Jb5/bing7LrEDbOfCcaxu1D3w0qFCQiIiIiKtHgPt2LTlwv78CVfzwJV34n8Czkwx246zvAzAv7d68OERERERGDFOofuaem7hBu/UIDFn7Nuddkx6YmzKprwPb3r8Tyj7F/jIiIiIj6h0EK9dNbMeOrB3Hf0rE49K9X6D80+dHr78HbPnMXunc2oqZcfwGfiIiIiE46w3RPChERERERUTj2pBARERERUaYwSCEiIiIiokxhkEJERERERJnCIIWIiIiIiDKFQQoREREREWVKWZ7u9fDDD2PHjh34zW9+Yz6J9qY3vQkzZszARRddZD6J9+J3l2DaDcB1O9bgL840Hw62H9+CixZ+S734QHnW+8K/Y8mM3ajt17IexS0XXQ6sfxhXvcd8RERERER0AitLT0raAEXI9+T76byIvfcCf/kZYPeDL5rP0pCK/UW45cfmbUlexL/f/i184PpdKvhKCioGsp7ye/SrF+Girz5q3hERERERHZ/KEqQkBSinnXYaFi9ejHe96136fdqABj++EzeiFp+eOhY/uuFOFRIMnbG5M8wrIiIiIiIaSkNyT8rHPvYxvPOd78ScOXPMJ+k8uudb+MClk3HGe2rxl/gWdts9FjIk66JbvMBFhlRdtAT//sKL+PcvXq6+DXxrodfLIcPGZIiZnr747wjvl5HfTsON+5zfFnol9LLNb/U65MN+rOdB2WYzL67HQ++b+73d5kPDty3ecmS9l/+bevFvl0dst/ddIiIiIqIsG/QgZfLkyXjve9+rX69du1b/m86j2P1vH0Dt+6VHYzw+ff0H8K09aSrZZ+Avvnq7CmqAv3Tv41CV/mk3jMXtDz+Mhx/ehetwI6aFVtjlt2r+JDjDvb44Xn32KG6ZcSPGqmXJvTcPrx+LG2dIcJS0nodx+/n2en6EGw/XOsvYcR0+oIKJ8GFian0Lv6WXKd/dNeaQDoQcKjBaaW2LXs4GHTSd8fE1uP0z6iufud1sd/R3iYiIiIiyrOxBigztcknvifSiiK1bt+K5557Tr1P58W586zMLCveEnPH+WlXJ3u31nJRAemTwmVoV6ggVXFyuQou0y5LtmHQdPu3etP6eT6sgJtCrY/jXo0KrL6rgQAcM4gO47lPm9ZljMdZ5VUzWp0KfWrO+Mz6+QAdCDgmMrBvonzukQp8opXyXiIiIiCg7yhqkyJCiv/3bv8XZZ5+Nt73tbfjMZ6RpH3jkkUd0a356L+qb1/XQJXeo0owbVSX7W9jw3VJuoBcv4tATKkQYc45576dvNnfXETIM7MX8IWDfjZjmfuciZzjYoXzRN2PXk5Ze36Sx8JZyDsZOMi8V3/befkiFPtFK+S4RERERUVaUNUiRoV3Sk/K5z31OByjy+ujRo9iyZYv5Rkov7MXufX9ZGDblTruu/wB+dO/eokAi3hkYez7wo8PPmvd+urfDXcdX/0J92++M3FgVNFyHXdZ2yLTm40XfjF1PWnp9+w7BW8qzOKSCIu2Ff8eGf5PHIpvtWFFrZoQo5btERERERBlS1iBF7jmRoESCE+lN+e1vf1vifSiOFx/cjR9Zw6ZcesjXvt3YK/dVnD0WH4A37Er/xnlZZPxUe3iX6aUJWX4ouWl/34240x3eZW5GD7ufxL8etSa5iT7yJv0I5iEBhR4jPfzL9iMcMqPmHv229C7FKeW7RERERETZUNYg5bXXXisEKkJey2eleRR33vAj/OXUkBDizMmonfQj3PhtFQac+RdY8BnzFC4VNNwAqdy7xqPWzFsilf33XIVd1x/C5Xro0zTciOuwq3CvSJLxuGrHdThk1iPDznD9LnOvR9x6LnJuog/pnYnnrA83TDPDtIC/dId7BfZ591S5cd8LRJwg6XInMEr4LhERERFRVpXlL87LfSg26UmRm+Z/+tOfmk+K/fM//7N5RURERERE5ClLT8qb3vQm88ohvSdxAUrw+0RERERERK6yBCkzZsxIHXjI9+T7REREREREYcoy3IuIiIiIiKhcynrjPBERERER0UAxSCEiIiIiokxhkEJERERERJnCIIWIiIiIiDKFQQoREREREWUKgxQiIiIiIsoUBilERERERJQpDFKIiIiIiChTGKQQEREREVGmMEghIiIiIqJMYZBCRERERESZwiCFiIiIiIgyhUEKERERERFlCoMUIiIiIiLKFAYpRERERESUKQxSiIiIiIgoUxikEBERERFRppQpSOlA04gRGBEyNT1ovpI1Dzap7WtSW15ePZtmmX2/Fl+eMwKzNvXIp9hYeE1ERERERHHK2pOysqMPfX3edHTjTKyoKX8gkJYOGOZsVCHCUOnAhvnbTToswR+bT4mIiIiIKL1BHe5VOW85VmIFdme1N2VQzMTYc+XfSszf0oe75lXqT4mIiIiIKJ0hvyfFGw6lpkAvR/Q8/3AybwiZGUZ1YxNmFeabnpsHmzBq/nZgawNGpelNeWajtYxZ2PiM+VzY8+Y0oSl06JZs4yQVkm1Hwztk/qOxQ7w6bnTXpaYbrb4m33ZkeLgcEREREdEgGdQgpWfTKlVpX4na95sPdOAwEfvMcLB971YBhFtBj5wngcgkHNh41BlG9nQrDtT4g4jt1wPL9e+OorV+BSbJ797fqIebob4VR7fMR3x/hgow3tGAiWa42tGNUIGGO0xNrX9pA+CufymwYqueEVCDxr59am+dYW93zTvT+TiEBGOTHlPb5W7zY5O8e1fUutztcPZ1+IbLERERERENh7IGKStqrN4BNY2aD7Q+3aiq746OthWYuXFB4X3NZ1sx8/rduhIu83BDrTfvOlVJv069e2Y37tq6EsvdYVPnzsfyG7bjrnavh8JbZiXGvlu/KM2Du33BlG+Yml7/TMyaYtb//gUqEHJe9k8Pdn9nO1YudQOnSsxfuhLbv7O70NuzosX0/Kh9vavPSz8iIiIiopPBIN04Lz0a6oMblmO+vj9D9ODQY8D2+aO8QOYdDdiOAzj0jDNv5vljzXctzxxS31mBSVbwM+l6tZwnDpkvDFzPoQNA/ViErN2sf6K5z6QcDuHQ1kBAV6MCtK3qc30fi0o7NGCUO29Ib/wnIiIiIhp+gzTcSyrb+7DyencYk/OZ9HLMdIdNFaa7VCDjzAsNPM4di5lYWRgGVpikl6VMKsdONEFCCL1+CaTM+wFTwZAK4IJPQusr9Jg4N9w7n6k03NqAK/joYiIiIiI6iQziPSk1aOxYie3zryjcP1JTJ+83FO6xcG6Ud+65kHkwQ79E4fHB59ZiVv0KrCpU1J2b6Mv6N0feX+sN71J899Lo9VvDyx7cgIbQe1LSqkTtJ2d6Q7oUfRO97jFx9s27Wd4JaCaO5RPCiIiIiOjkMag3zjv3b8jTrszN3/pm9gOFoVu+e1aK5k3EPn3Du9MrM7EwTGwSVtywL9WjfSunzMJMebpX4h9tVAGVvkk9ZLtk/S2tgLv+trEDvCdFLXHeXc6DAcy+Trp+pdlX/3aMGDEKDe/eh0b3wQNERERERCeBERUXjO+TFy/+/Cf6A0oiTxsbhUNL+xg8EBERERENgsHtSTkhyBAs65HHeriX+wcbiYiIiIio3BikJKrBAv13U8wQrJoVWNkhN/ub2UREREREVFYc7kVERERERJnCnhQiIiIiIsoUBilERERERJQpDFKIiIiIiChTGKQQEREREVGmMEghIiIiIqJMYZBCRERERESZwiCFiIiIiIgyhUEKERERERFlCoMUIiIiIiLKFAYpRERERESUKQxSiIiIiIgoUxikEBERERFRpjBIISIiIiKiTGGQQkREREREmcIghYiIiIiIMoVBChERERERZQqDFCIiIiIiyhQGKURERERElCkjKi4Y3ycvXvz5T/QHQ68XW28+gF0TJmL9pRXms0HyQhcW3gHcdM04jMQh9e+T2GBmXTLNXb+zPde+4HzuOUV9fyrqzwQO3nkv6h81H1ufi2P37kHNrtedN8qCyy7FtePMG8U3/8xKdOhtCZDtvLkX06zleoYwvULIvn9/gn+fiIiIThT6On2wIvz6XA5dD+H8g2/HE58eq9746xxeXcRh1xni5gGnq+W8DxPMO5uus+A8s76hxToDDcSQ9KTIiXT+zV04Zt4PCqnYX7MHW4uCC5cqCO5QFf/LpNCRQuFJPKlO+CduvhRPXFMJ7DqAm7rkexWov0Z9Jp+baet49fH4d+iAQfalvkcFF2ZexzTg2psfwkH5qSp4anadppZtfnvZ6dhwh7VNer4ESWa5lT2oufOQmemS7ezBA+Zd+UhQdq/Zx/6b8OnzgDvM/hIRER1nhqROEkldi+8AtpqA4eCdKkCBW6eYiGkH3bqIouo117p1Bl1P6QrUJ7z6xtbxr6C+zPskAcb5RXWU0rDOQANx8gz36noS11Y6gYYbiBRaJM48G9PU50/29DrvbaogqH/09EKBMvLSqaqw8FpXRo6vwCV4DU9IwTHufaqwsFoyxr0dC/C6M085ePAVXDJtXKF3ZMKnVeESbNmQ7cQpaplZNRYLp72GW+8NSSsiIiKKdOzep/HktPNMPeEQvv8osGC6W6dQdZPpp2PDQScwOPZoLx44U9UxpM5w5jhcMf517FKfaYH6xoQJp6ug5jU8Y95nB+sM1H9lDVJ01H2NmdyIXkf7r6uTpwc17me618P93pN4Qj6z+JZjRfHBqN5rDTmEm26W3ofXce3N4b0pEiAsmBDR1fnCc9j1wimYpgIOv15s3SmBhVugDIRTGJ1XGTdEy7SwXBb3HddzumfEl9Y6Xe0WC+kxkt4Tp+dIhrZtuMPqTbGPQ6AXKvRYGiMrT8MDB5/zfUZERJQlqesk5lrpXgvXH9UfFsTVSRbe+ZBzHZVlmWvwTeb7xSMXVNChLtDFdY2Ant/o7XrmqNrOyjf5hpw9cPQV88pP6jgY//aYuspvrH106wluHUG/0XS9Su2jHjUiw9offdLbZ9YZaIiVL0iRHgdrGJQMZbpWImcV7XdMO8W6/0KdFHf0qLPUDLWarirOVkb3D6c6DwvUCbIwMQIfi2uvqcQlgftDPBIgnILziz43BZMEOGY4l4/0arxwOq6Iuffj4C71W7elI0BaTDbgdHykMBZTbQPsAM1/IvtbWOI9sKtXLUPSaCJughk2pnuEXsH3C0GIBF+yfuk5UmmpPvLukXECu/PUe2do2mm+YWuhx9IlPUQvqMI2JBgkIiIadqnrJHLt7bKGXL1DVczd+zyCdRJ1ve3x10keUBX5K2ReYYTFK3hylFO/KboPQ1+TT7PqIqfr1xt2WsHSThVsWD0il4w63bwCzh2ltjtI7afUJ+pVHeemaTH3nDzao+pbJi0KQ8NU3WXCKYWeGyeIel036MqoEWeou3svC+sMNPTKO9zrhR6sNxVkGcoUemN3sNdi3Hm4qXDCOifIJRPONie7dBOeMvAI/IXf4EnYBYPLvf/EKXjsFhKR1DLhtDSogkHf5xKgTlpprVlwmTX8S3p6dkKd6GadbnAhXlCF5MEK3BQTEPkUgiqnexiP/koVFv4CR3cVR21/16+wQRXSC91CVB8HO8BJOpbeMDYiIqLMSVMniah3OEylPTAcy1cnKbrGho3KMFTw8cCZp+Fc89apg5ynKvCqLqAbL9XGyrCtUuhhX27QEHNfrnW9nzCtEpeYoEEPWdf1B6XQsKm/5sc6Aw2D8gUpcqLoG8VNL4GaQm/SlpPUFzBU4PxK8xKv6EwcPyRqMNgVfVcvnuhB5BAxCVCcm+BDem6kZeOOV4qe7CWChZ27TumROa8wL5ndugJV6Ln3sNgFjnQVR25/z2u6UHEKRpmcp4vo+3ISj6XT+kNERJRJaeskIfUOGZ7kcObZy5Bre3nv/RirggunB+KJm6fqe1zlmu4GMvbwLj38K4oOGqx7VoLsYWNnvgnnmZe+ERhSP4to2GSdgYZDeXtS3IheTdKduiHsiQ66Qm1uNNecYMDhZOTQG9gHmT4B7RYO0+MTdmI5AYo8VSMqQHlNP43DH6BEnKR6nc79KoUTvHB/TVShGqADP6NQ4MgyI1pEFF0IS3d3oXB0pkLrR+yxdApuIiKizEpTJwmpd+j6gObMkwZHdznOZI+QKC/7PpSw4V2+BkqfEhp59egSlzcCI+7eXdYZaDiULUiRirt9j4WToe1uTUNXolUFfJc7zEmCAeele7J4XamHsH6X1w2rT9hCb4fTDZuKbjXwB0ZyL4o3rtS/Hk13y6rtCQlCnB6UkEJKbirTPShh98WYgiAw9tRZp92SoqbC/TXRzxZ/YNeThXTQY1gLrR9mPXc8iQ1h6e/SY0S97ln3hjgJitIdy/AAjoiIaLilrpO49Q7rmurVLYLXbXODeOB+0tTU+i8J9MLom+/duojc22HdW+KMjHjaGcKlrtG3qnmFoWTSIGo9KKf4HtgAdzlK8F5aZz1P6nVHXtdZZ6BhUNY/5ignW+gfOZTMrHsH3D82dEjNc/+Q4ulYMN650cyNyH3LKdy0JezfyYl8Gq49eJp3Q775g0hhw6xkmf4/KGQvS/Gtxznpwv6Yk38fPbLOhT32H1by2H+ASS/X/U5gnQU6vZL+mGMlzlMFjd5+ad2wt9OktzycwB4X6m57YXsKx8Vhb2fksRRSOO50052IiCh7Iq9jRXUS/3cXjD8dG3q8a5x/OYHf2H8kMfbaLeT6rWr1voZMf10kWH+x6wzxf8wxcJ22ONtZiZt6eswfjQz+4UdTf5KHB9jXdT0y5BWvjsE6Aw2xDPzF+SEiJ0nhL7ye6KTQexrnRxaUAyOF0a1WUElERETJJLC4FuMyd/0czOs66wzUX+W9JyXL5KayHq+784Smn8LhdeWWl3OvS9xjmYmIiKjYyEvfgfMKQ8uywvkzDYl/v6VfWGeg/jt5ghRUoP6yCuy6o59jSY8T0mKhb9wPeyxyGRy880nA91hlIiIiSmcsrr0MqA/8yYNho+9teRJPThs3SCMvWGeg/jt5hnsREREREdFx4STqSSEiIiIiouMBgxQiIiIiIsoUBilERERERJQpDFKIiIiIiChTGKQQEREREVGmMEghIiIiIqJMYZBCRERERESZwiCFiIiIiIgyhUEKERERERFlCoMUIiIiIiLKFAYpRERERESUKQxSiIiIiIgoUxikEBERERFRpjBIISIiIiKiTGGQQkREREREmcIghYiIiIiIMoVBChERERERZQqDFCIiIiIiyhQGKURERERElCkMUoiIiIiIKFMYpBARERERUaYwSCEiIiIiokxhkEJERERERJnCIIWIiIiIiDKFQQoREREREWVKGYOUHmycMwIjRnhT04Nm1qDqQFO51vVgk9ruJrVEIiIiIiIaLmUKUiRAGYWGd+9DX1+fmfYBNVbw8MxGzBoxCxufMe9PFmXb7zIGY0REREREGVamIOUQDm0FVtbVmPeiBgs2zsSKNvZLEBERERFRemUKUsZibD2KApLKeXeh7zoJXDrQ9I4GbFf/NbzD7VUIDg/zhll13Kje39ikew6ceYGeCD0sy8y7cbf50NA9F+7vZL67VGd9TWq59ud6Xea7TW36o0j2d73lutvrve/ZNAsj5mxUayzeb+e7G619t4aXBYebFXphZNsnYYX6aIXdO0VEREREdAIqU5BSifktrZh5/aRCJX7Wph4zT9Sg8Wk1X/3X+vRdmH+uVOSvsIaHHUVr/Qqssn9z/QGMfdoZOrbvBlXJXyqVfqEq/jUrsLLDmXf0/AO68u5QlfmlDZho5vXJOq9f5QtwVjw2FkdlngRPKiiYdP1K7DPbMPYxb0lBEnhMeqzV+W3fPqxU++rfxzDF+61d34BDS51t3HfDCkzSAU0clb5b1DrVK9nvxvc7nxIRERERnYjKd+P8ufNxl67Aq8Bh40xsnz9KBytRrf5eL4twhov53LC8UKkfe/5M54V4cLcKSlai1lTUK+ct15V3h1TmrUr8M4ew3bx0zfxkrfqWo6NNBSU31KpQQqjfLvWW5NeD3d/Zbv3WGcq2/Tu7E4KLCPWtWGC2seazKojZehd2D/ieFSIiIiKiE0P5ghSLDkBMsLKiJuJpWfaQrRGrcKDefJ6g59ABVckfi7HmvTvUzOUbktVyAFZ4E9CDQ4+poOV8b0k4d2zE950gauJYN7wZoHePLQRKss6J5iUREREREZUrSJGAI2TIUuXYqOp3Dza2rMDMjUd1MNPXdytmmTlJ9DK3qqDBvPf1wjyzEauul6FVTo9OX0vcUisx9t3A9ie8JYX1vDicQOjAoX71mxR77JCXVmqdKuwiIiIiIiKjPEHK+2uxcmsDRlk3j7uBiDecqlghQHhwAxqCw72iyLpg3b+ih3/ZtuOQGTrV8U25aT1aTd1KwLpnRQ//ClWJ2k/aw7s6sGG+N/xLD0e7frfpMXKGhsWyhnfpbayfhVoZ2qZ7clZgtxki19N+V+z2ExERERGdiMo03KsGjXLz+2PejfMjRozCXZ886t13cm4tZtXLU67kPhVz/4d7o31bLfbdEOjViOTcjA5zz8uIFmClO9zr3PlYrpYjT8CSebvr5GZzL2gp8v5GHN0IvU3y/VXq21HDw2QI2753q0BM79skrLhhH+6a5wzacu6LWYFJet4VwCete1t8+20+u2EiDpl16hv3t8x3hn8Ftv8KzLLut6lBrZmXfMM+EREREdHxa0TFBeP75MWLP/+J/oAGl9wzMwn7rIcGEBERERGRbVBunCciIiIiIuovBilERERERJQpHO5FRERERESZwp4UIiIiIiLKFAYpRERERESUKQxSiIiIiIgoUxikEBERERFRpjBIISIiIiKiTGGQQkREREREmcIghYiIiIiIMoVBChERERERZQqDFCIiIiIiyhQGKURERERElCkMUoiIiIiIKFNGVFwwvk9evPjzn+gPBuq//uu/8NJLL+G1115DX59eNBERERERUWpl7UmRAOW5557D66+/rt+PGDEicfrlt+bgnx54xf957/34p5vuxyvWZ/K9O3/ufz9njjUFvh87yfLVb+zlhc23l+9995e4MzDPP7+EKWQ/4ydZ9534pf1ZxDJeeeCfitPVTG7aRc0vTD+/MzZdZR1zvvVL/+eFtAtsZ9Ek+/JPuL835n0JaVOcj4LLi/qemvQ2J21vCVMg3YJ5d8SIV3D/TcXb5s0Lz09xxzRyCskf/uVIOvnzsm8d5ve/lGNd+I5JK9lP63eFKZgnoib5/bfuDKzfOw5F6WbvSyGfOdM/qfR0XrvpWrxfMtnLc8+DwhRIJ2f9/uX40985VvJ5v85/NcUf0/B8EvYbO61Ky2+cOHHixIlTRqdy9qT09PToAEUW/Ad/8Af4vd/7PTMn2uPrp2Fj7tu48c/eZj5RfvV9XHcLsHTlR+B+Kt9rf/8ufG6cetP1r5j24BTsWnihM1PxzU9D1tGwGp3qZfUye/0v4fsrWoCrbsRH3m4+8m3P4/jXaRuRa/Xmv/SD6/Cp/Hzf9qRR8jbrdbdjyq56HFnxKawecwt2feJIUVoJ2aYWLPWnayqy/2rZD6mX9Wr5Rfsk23AV7lKv/OlWopBjaC8bmIVbdn0OaVO0OB8VHycRmt9kW76dw7cDadhfwePqvq9/TuWT5neo/ZLjF8hjrpC87+rXMQ0uT/Z12dO42qRLYrqZ8wQxx7q/+d/ZFljH2cl7+U85aRdMR9++WK9RSBdY527x8fdtZ4oyRN5ftbW0fFiq+GMaUhYphd+cvbVwLEff7W17SfmNiIgoo8rakyJDvCRAOe200/D7v//7eMMb3pA4qa9Ll4v/c/lQTSOsz/RH5vXP9qtq7NarMG3atMJ01Vbg6aMve8tIms6cgaa2NrS1bcbk9k+pZazDz+TzFzvxo4c6sbrBW/Y0CWYeehrP69+q7dKb7C3rjHNzwJE8Xjbv000/w96tszF1fNi8qEnWLelyBt7/wWrMnvSu0LSSST6W/9mfpZvOwIx/lHRpw5oRKo03/Cww/134vJVu17WVkObu9OIuXLdsBNZ8Tm1/4fOfYd20vZiql63WPecuXHXdrtRpWry/xccp/Hsyhadhf6aX267DVSPW4PPWcZV1yrLPeO9kVM+ZinfJtulV+n+r06DhR5h89Qyc4fvcmcK3PWGSHz20Gp9y8/L+qSp9mzDjTJn/MvJHqjH5vWdYvxmF0dWdePoF6/eYjYaP2N/xT/3aLj2pH1aPxijrvSzLPQ72az3pD8xxsl7LS/lf4fc6XdVr/bH3e/s8TVOGyLKql89Rx8tbRrknb9vD5tv7402F34yfitnVk/F+dSz196z58jo5v3HixIkTJ04ZntTlrmzkHpRTTjlFL3gwVeaqVeVhs67M2lPTtArzjVJUYHrTZiyt3ob2LvV25GjkVKVsTWDZbW2LUeX8oDy62rGtOodK8za9PI4cU1s9rQmLpcX3+Tw6x4xWe1F+VYtUuhxuxU61vmKSbmuQW7UV3eaTVI7tROP8vZi80Z+evbtagdXeZ1WLVKAypgVb5Zj0Ww6jR5qXccZNwezOvdgfup/p9e5qxNw9k7F5UXFOyT/bq/LWdDTpeT3Idwa3rRtr65aoNGjC9DTbXIrqpdjs5uOibetE/nnz8iRS3jJk6HXme9T/q7C4abo6E3tx5HA1cmc580RyfiMiIsq2skcTb3zjGyG9KQPWmVeXVlc32reYl0rFxMlAqZVji1Qm1/oqv3IRdy/yVZgyZxtad6mLfErdHdtQPfXikgKF3mfzQMnBhWxbJ/Ye8LZN1j27prhSHEf2v66uLpAGSld3IE0lXcxLpVfN96XKsSMqZAqSynYd6hp3+r8rutaibn4eDW3FFfEetSJdseqnqprZ6Nyz31tnSUGgk64tt9jb3Iudu9LnsO51dZibb0CbrjT6hW7bnCmFgEwHbnWtyG1scwLPIVOBi6dWY1uHtZ/H9mNv52xMKWE7Ks7JmVflZ+eJ3gN79fDM/rLP04GWIS457nV1jRGB/OCQba/e0u5tuxwzTMbF5pxKzG9ERETHgbLek/LUU0/h9NNPL6knRS7yrbnNRS2Y8vmSQmAyG0uX55E/x/QeCKnwXr3NvBHVWLoxTSt0L7q79qP96hb4fr3c3gZVQW2cixa7RjRnjWmFdlq87d9689KTQKEZy/rRchvYNt+6Q7ZbBLbPTduifV7XjL1bOn0Vwdmr3Ypzt1p2q1q2PTckzXVPSYtahvRGWb0lhc8DCtsWl+bp+PNMeH6Iym/C/3u172r9U9T6k7ZA96CsKtozK+2C37HTJiQ/Cen9MK3kaY5pJEn3W4BlIcGTKzbd9HGTwDKuJzG4jYFjH0XO4U05s5/CWU5+nkm3QJ6pXr4UuT1AvXzf2i8UziWo3zcDV8n2S7q2Il+t8rO7gGCaJZQhcXnF4e23fayTJRzTiHPFtw7fthfn9ej8RkREdHwY9iDl+ONUfnIhFWAiIiIiIhq4EzmaICIiIiKi4xCDFCIiIiIiyhQO9yIiIiIiokxhNEFERERERJnCIIWIiIiIiDKFQQoREREREWUKgxQiIiIiIsoUBilERERERJQpDFKIiIiIiChTGKQQEREREVGmDEuQ0rurEXV1daHT2i7zpUHXi52NZr3rus1ndLzqXleHxl295p3oxtq6Ruw8Vlp+k+XoecwTx7djO9FYt1blAo/kA38eISIioqwa9j/mKJXC1txmNE2rMJ8MAanAzG9BbnUbFo9T77vWou5qYE3bYlQ53xg0sr9Ltpg3lurlKdPAbHuneQvM9m+33pdt+mXqZbqs37rsZUglb+4qb81itpuGiSRoWALf0uesQdsiL8WL0iYwP05xPpL1tSK3sQnTR5qPlMj8FsgTel/3TMbmpulITMGQdPOniwTEc9FiJZ03v3geqpf61zuQY3qyMscTgfzbjGVMPyIiouPAyTnc6/k8OlUFuFCJHLcYbUMQoIiqRW1qXd60eXl1SRXP7rudirT3+zxa7dZhvS/OcqO4PQvBXoTes+oLy9XTxqXAqq1ea/TEZf75q2dj26adqpptk+CgDnWNgc/VuqbYv21bg9lbWnVPh6Yqla2HVeXcN7/d1xI+eFSgcIsVtCoV05rQliZAUboxxdovNQXTpWsrWsaogMudr9I1784/1oPRV1m/bduMpWjBVvvYpDimJzIJLOtMr1hJqmcjt8fKv0RERHTcyGaQIq2ggUquVFTsSrVTcbGmYKU4zlk5VG9ZEj20TNZvL1tN3ndNJTxyfgnUepr3TMay1C273WjfMhtTCi30qjI9cTKwZ3/6fVd68k6zff5Z/68qRga2Q4K56hwqzdvg/N5n88CY0f6K/LEjUJ8CnXn06A+McVXxQeDI0ch17sV+uyJqrXtQHduPvZ3+dC1Fldq3ON0d2zC7xvrOyIsxGWZfR6p0sXp6BoMblIbn1/D8XBjuZs7Fbt8yvGFUxcv2zysegmcNwZIeIt9v/b939OLIYfm3E/nn9QclyKF+HvxBfIE13NOd7CF+sm3r1gbSxt62hN8TERHRgByfPSmqArEEVsu0mtaMCbQ+xxk5HU3Smn21U7nwV6SkVX0vJm+0Wrftlm+tGkut+dLCva2j9AqK7hWZl6613s9UkPpZKXJ7c8J7b6zKV8eUkN4Er1IrQ2eKhmNJ2up0SeiZ6mrHtjkN1lCsKixua0B+vll3XTumpOzJGLBAMDZQOigJOa5OhT5YCQ+QgAlLUd/PgKmIBMKrclhj8qo7FXoR9XHwziW3Z893XDtb0CrHuvB7c2xDli09e0tKyZcytK3w+81YWr0N7b7zuALTm5z53vC5lCRQHlePyXuai3phenc1+3u3ZN2HAw0XW+zeP/+2ye/3TlXp5Pu91TNIREREA3JcBilSCcSWJaYy60xyL0OwZyBWoTK9WVVi5nqVR92q3omWQmVZTXIPSLBnwFJxTg44fMQKYtIo7hVJrwIXT632t86XjVcpXKNCweJASIIJL936dSOytM7LPUC+AEeCHxWYmErfmjnbsKSU3rGMkEBEAuiwCrX0elXPmRITvKk0mK8C5KvKF5z1HtiLzth1Kol5dzYawgJaPWzSv+z+nQuuCoweU+J5nEjl53k5tNztz8fSm+g/f0LWHRm49mL/nk50rpJywy0n5L6i/vT2EBERUZjjMkipzJnWXlOhdaf+3RArlXKrlVSGHemb0f3LLvs9K9KC3a/W+zyOHFNbPa3JqQhLRTE45KpMqhbFtQ5Luq1Bzr5nJQ0JUKQivtGfnr27WoHV3mfS21NS71ioHEanGUo1bgpmB4ea9YMEKPpm+5Cb/XXlVwJjPa8H+c7gtkmQtkSlgf9G/4HSQUOccYt1Os81lW3Z/vTDD5V+ByRDaFy9zsf7VX6w9T8YcgIaefiBv4zoR28PERERhcpukOLruZBeB/NS0fdhlFo5tkhl0n8PiVQaq5E7S15XYcqcbRHj2MNJz0711ItLChRC7+dIJNvWib0HvG0rut8hBWfYUch9NF3dgTSVdDEvlV4135cq7v0nPmY4WFgviIzzn59HQ1txRVxatgfSgl5VMxud9r05JQWBTrq23GJvcy927kqfw+Qeqbn5htCb7UO3ze6BkMBNP4lsECq5EoDZDygQx3qtbVmrn3ZWqGiXMsQuJLgLngudeav/UfbbvAwn53k1Jk/0b0G/b5wvML0pq7y1Fx2TiHVHkd8XPzSCiIiIyiWzjyCWz73H0c7G0uV55M8xvQdCKry+x77KfSJpWqF70d21H+1Xt/gqTP4nbMl9GYHHwhYeh+u0ePsqWyU8KtclgUL/Hoca2DbfukO2WwS2z03bon1e14y9Wzqtxxvbj8rtVstu1UNaPCFprntK5BHJgUcjFz4PKGxbXJqn488z4fkhKr8J/+/Vvqv1T1HrT9oC3YMSeDSzsB9D7P+OnTYh+UkUHkOc7pjGCkl779iHrd/aPv1bCSz9PV8FwWX7tiuw7DlLsfRwHqObzLKKzmF/mjm8/S+eF6Nou53lyH0k7rEPHjff8mXbNuWsR0E7v8/PizqmIpDniYiIqN+GPUg5/kjFq/jvbxAdj6SivdUO/hVd+ZZeoRICxH4pCgSIiIiIHCdyNEFECdzHUdvks+rckDz8mYiIiCgUgxSik5g8HCG3yX1ClTO11/T3IRRERERE5cHhXkRERERElCmMJoiIiIiIKFMYpBARERERUaYwSCEiIiIiokxhkEJERERERJnCIIWIiIiIiDKFQQoREREREWUKgxQiIiIiIsoUBil0Uuhe5/2xwsZdveZTOplIHij/se/GWslX67rN+zTkN43Yecy8HTTptq13V2OJ209ERDT4humPOfZiZ+NctHSat6J6KTY3TUfh71x3rUXd1dvMG8WeH5ynzF7dhsXjzBtFKiRLtsiraizd2ITpI/XH6Rzbicb5LfA2bzbWtC1GlXnnLduYswZti9y5yYK/r16+2fyF75B0MYL7Fyku3ZSBpItUZuau8m+ct11h2+5Pt1glHVOjhHSX38pfUpflufvhpTsNiBy7jiklnQPpSb5qBq4q8RwOIXmgNTeEx1zKkVuAZXa5pknw0IpcqeXSINHnQ74h1fErOgcN91xKmh9WTvA8JCKiMMMTpBzrVpfpKlQVLtDOhSs/z67w+ismdiWzu0v9epx1QZVK0qacP8jR+lfBsdcl5CLejGXOhbSo4hHc9gRFv5cKSzumRFTmg9sSLz7dPPHp4lbig0FC77FeVIy0UtiX7r1qfoWab+Ypsu6iSqEbAAYCjMRjWmK6BRWlQ2QFkkpVSiW3dOWr0Ifmx8EUWS4dv0FKkK9sDFE0PxjQ8jwkIqIIwzPca6QdoIQ4th97MRkXW9+pqpmNbR3OkARfZbbsutG+ZTamWJXziomTgT37VTVceT6PzjGjrQtqBS6eWo38s+mGkfQe2AtMvdj6fRWmzNmG9i7z1qYu6EuwJmWAoiSkW1o9eaeZM7hPvgBF6X02DxTSwh+gqLk4chjInROoekj6yb+HjzjpaSQe05Gjkevci/32EJnqHCrNy5LJdnTm0WPexpKKlRkq5k1rVU7xSAV4rQq09PAaM3lDi/yf++eJ4vl1jTu99Clavz1UKOS3vm1Lmh9PKpn+31rbbrZL965tWeJ9xx06JBVQ9zN3svdLiU43CaTl/RJsUzmmZb4739r3kOWvtc6j4LaHtfCHkv1yt1Ovw00v2U5n/cFl+46nu13SM9jZgrnu93z7nkP+bu/3MtnbHishP8Zumwj8Ptg7mpraz+Y9k7EsKugLm39WDtVb2v35z1eeEhERObJxT4quXC9FfVFl3Km8FF1kA7o7tmH2vPQtcWEVr+KKm6kkBcdqj5uC2VtafRWlZnWR78yb6m5oBSJk/Ln+Xty4dLX+TXks/UR/ArJ06RalalEb2traIlpHvQqltJAWtb4W9l96akJ6gMYt1stuS2g5LT6mVVjc1oB8obLajin9an01x1VVIGevTjkUTciwOdluPW3G0uriwHLb1dKz437HS7/udUuQX7658Hlb2xrkVjUXjn3xfDUV9k2l99XAGnve6hxa7jb58tgR5PWwOmu+3buUND+BBKwyHMf7rZUvzLHcvLzaGXrnfsfNEyOno8n9TE9rMDsYaCrh6VaB6U3mN3poojvf7X1Qx/EWFZIXPlfTxqXIb/KCi+ZVOd9+r5kjM1KQc9zdThXMqtXjiLyWtKx2GgEqpjUVlqv33+bu9+rZ/nzjy68qgKkxn5tllNSYEJMfY7dN5ydVrljpVvyddLrvbkEuptwNnS9pszGHVlOG1EkvyqD0wBER0fEuA0GKumjOV5WNq8IudtLLUI3JE6Mug07AUVJvg2JfxL0pWHFzekhm1wQvoIHKsrrINtgXebcS7ptChnVIRchUeEKF9Iqkl5xu/Sf7L/u0GZP3zC0OhNz93zgZe+fHBWHRwo+pBEdeZXbNnG1YEmiVT7LtajlmMh7eqfSWkmf8KjB6THFPU/Xy+kAeEtKjFDwWlchVdyL/vLyWnruYY9XVrqqzal/dSp1M0kLv9kRJpW81zPyQ9E6an6BqkXOc9Xr7dXO12yMik/SKFAtPtwRyfnTaPSxqkmGEbu+Y9JTNmVL6cjXv+HR35DF5KrD3gErtol7UgahG7izzcsDC82MoK9AamOIeZ7+I+dLLJIGJKUOWogVzedM+ERGFGOYgRSqeS4DVIZV4U9moWuTMk6FF1Tn/4B6pzM7dMxmby94Sl9ctpxLM6IpsUeXErairqWm6+npnSDATzel1UcvQLatOJTZYYZFhYf2qEKVIt/KQlm7pEdiqjmIIXTm2WvxTijqmvbtaVT7xAknp7VkzpgVb0w6RUeQeGzlmm5ej5O0aGDcgCSMVYvMyjAyP8bWae/mukDcKgfEy4BapsAeCkaT5sdweDTXVtDvBQNpKpVRITY+as35p8TfzBkqG/xX1EMlkNTYEhhSm5w7h7MYRaSiYNgU5dc7q3r0SzvPMSjvMMY4Ez3HDLSPmd99tN0hJ3lJ54rDVM01ERGQMX5CiKzBy82hIi/bIizHZN5ymF/v3wNfaLGPZ9c2eviEU5SC9EJ1Oy6kRWzlR+9Ea26LoJ/e3+MZkR/SY6GE2pQYXKdItDXc4XHCMfG9Xt7/Sp4cSuXrR3eWvEup7VoL0cQ+v6MYdU0mPtPf9JKmYtkxVjJakvwegSELvh49T4fUN5dG9AG6ekfnFQZM8pECTY4qYYEx9z0sVU+kr9NIoSfMTFLZDSLAjQ5gClf+Kc3LmlZ8OtOc0WA0QPRLPlygqiHPu5WqNGtIowZ1vaJlzj1Rask+d+XaVv6WhQG2Dqki3hjQmxJJtMC8HVwn5UQd3/qGK7j1opfDfj1YsfL4cg/R5j4iITm7D9AhipwelaOiH73G5/u/Yj6nUre0hN3sWnkYlFWHfI4QdwadVRZMhKtZjMu0nURUtux+POJb7NgqP2w3/vVTY0z/VyxadbmnTRdYtNxn7Hw3ardKkVaWJ/Wtr27vUsjfJcBtnjuY7noa774F5icc0eExEPx9BrOntkLH5KY6d73g5wtIs7slRbpo6io+5f76wH99cfL64x6ZXbVuz2jZfylnpkjQ/XsIxLwgeG3fbg9s9G7Pn5JH7hPf7pHTTAunv5cv4POHPU9Vq3UA+F/0kKh9zruTMcXaOj31MPLKeqCdchR93SRf/0730tqZ9wlaK/OgK3bbA72fPma2OUWmPkI7bZxE9PzovExER2YYpSCE6jkilLvRRskTDgPmRiIhOAowmiIiIiIgoUxikEBERERFRpnC4FxERERERZQqjCSIiIiIiyhQGKURERERElCkMUoiIiIiIKFMYpBARERERUaYwSCEiIiIiokxhkEJERERERJnCIIWITgq9x3rNqxPfybSvw6XUNOYxISIqDYOUQdOLnY11qGvcqV4NFbPOOmda22U+PqEMQ7p2rU25vsHYthPhmA7HueDXva4Oc+dvRbd5n17KbT+2E411a/ux/MHQjf23NKNuXTa25kTUu6tR5adm7DxmPkjUi5671TEZxnOAiOh4wz/meEKRClUzcFUTpo90KmZLtgCzV7dh8TjzFYomwUjHFLQtqjIfGPL5phw2N01Hhflo6PCYDljUcS0nCVLm59HQthiJa5HtuXqbeWOpXqrzWI85xkHVyzejaZqTA918UDBnTdH+yXfaa8qfT7x1V2PpRidfnlTkWN8CLOtHeSDBTTOWFY4jERFFYzRxAqta1Ia21bOxrYMtqmn0Pps3r7KLx7RUKsjblMfSTwxigFKqcYvR1qaOozttXIpqE6BI1VUfY2v+5uXVvgBFKsmth9X3C99Zg9lb2ot6cao+sRT5TeVvuXe2bzOWVpsPTjLdd7cgN69/DRYV0xqQW9WfHj0iopPPCduT4rQirgGuXgK3zdK90Be1MPpaxpyW6/wYYNuWTvMFuxWzG2vr2oE529R8Z54otGwHW0mDLZy6VVd9f4v6vflIvcOaQgusLN/b5oKQltJi/lZ3/YkMS9gz2VSAwpZtr9tuJTWsylNh+fMmY+/VLXBTR+87ZL/hW5bTurwXk93W1qIW5BJaYhPSVbdQ5nOAStfCUfNte4yolm13HUnHLGHbnHTw0ktLu22JxzRJ0jGX5c9Fi71x1vbrda3ybXl8i76S+lxIse5+H1OXpP3do9HkW68SesxLOKax6RqyX6JoGaL4+Pr4yiaXrLsVucK5o943HkF9UbokLHtA+rnspHMhZL6v11Cfi1OwBku8fKd/fzH2qzTfO9UK5hSdP9W33XTvd/lW6I2KSuuQZSv+3zrke4PRw0VEdKIZpiAl6SIeVgHwV46SOBcMfwXcVXSR8FUEnG3zXezkwlgY7uNsG6yLj67I5RuKKyDmgur7XFd+7Mq8s778PLO8wG90RS318AC74uCmoRUI6ApAzJCUkO31p5U5bgivKAa31f9b2Z52TLHXHZY+aYT8Th8DX8Vd1mdX5JLFHse4Y2YL2yf5rN/DxRKOaZKEY16cv+z1OcewNRd13sWkQ1DUMfOlt3955TqmoedP0TEp7ZgWpUvSuRUlLL9YisqqAjcviPByTsj+bz2nKfn4lMyfT1KLPRdClukrmxX5vQoewyr/TppYZUzYb0OOY9ryTYs8XjH5J0gto/HZ+ohzKpw+FwKNBf0LiomIjh/D1OVRgelN3nCGwlQoUKuwODhPTaUU6qJ6eX1pFQZL7py4dVUjd5Z52R/VOVSal6EOH1GXnf7qRMt8uclaKjByEbMu+COno2k1sETfhN1YdNNnd4eq8mxZUrhJWyZpGcw/69+a2RFDHSomTgb27Dfb3o12FSROcS/YXe1qe7aZdZtJWqoHtK8BY0aHVyzKIemYxRm3GJun7sVcvd/9ubk65pgmiT3mvdi/pxOdq+Z6x6ROKjudyD/vfKNq0WZM3mPmF92ILeex9FY6v23cVdqR7Ml3YnaNfYZWYPSYQH4bzGPqE7LuSL04crgakydGbZlUGt30tKaQG9nlnPOngS1wDhW4lXGnXFwzR51XMTdkp9unIRJ3Lhzbj70q7zl53UzSq9KZR4/5ila9FPWhgUAVpqi0aDcPl+g9sBeYenEh/wy0fItX2rnQmfftUaKKaU1F18O2QmCadD0lIjo+8Z6UrFEX8TVjWsxFvE63JC8rKTiTVnbnIiWVl9bgxbIwHn4ZcIusw6u4Vuacse++C52aUgeHqkLcoLZ9q6ok9O5qRd4OEs/KOePuA8tui2qxPMF4lYwpaNfHtpRgJeGYJok85k7FXFqlC8fDTF5rsFUBqmnXedJf2fYaFJahWc8vJVgZ7Ap0xTk586rcvECuWNpKowQhMQ0eEtiHBMdybmG113Mi94hImSHnXZAEgvENLkMv8lwYORo5HYQH0q2E3invPpxubF2VQ4NVdg24fBNSjpmXxdKdC3LvW3Wu300eREQnjZM2SLErR9LiFuwpHzZda/UwksJFdACV+KpFa5BbZT0m81iv1doqFSm5+dWrbOmekAHe1FlVIzd178T+PfC3NI+8GJMRXpHKikGr0PrSXSoya1RVLI8jgZ6sNIqOaZKEY66PV8zN1b6/7SDBzurZVu+XWra1HVL5lJu807YSy7o7Cz1vwqm0R/dQ9IOqVHq9e3FKWbcT3PkeXvB8vvQy5NgRlQtyGB3RK6Yf5BDSkySBRyk9PuFBkPTGqABhqB+JG3suOD0hJQfhNl3O7MX+XSrAmzPFF9yUo3zTgVTIQwpKOReyGDgSEWXRSRmkSGsbrCEuzeqypqpe2TBuiqqE2sNvrJbGklWhfjnQMt/5fe/zW9HsW+5ctIxZ47Wa+4YGuVPxsLBY4+qx9HCLWm5DYEiSVJC94RDuVOoQoUGlt90eDtLfdPfrPtAcSPclyC9fVtpY/gL/MU2SeMx9w2/cyV22+Xsb9ryr81h6lQmcj/Vgq+6Z8aa5q3JYk3aYSdG65V6vEu9xSOJWWsPycKfXY1nquiVYnG0PHZIHK5h5JUkYRhjW4u4bgmcmuTm86F4IGT6l9v7iuH3qjEibKHKfh16nMyzQHZqV9u/3JJ0LYftW2t97UeXMvBxaVoU80a0c5ZsJpNwhZQWpz4WoIXxERBTEv5OSMWE3uuqbJsNu6CaiZMEbqIXcAD1sf/tmKITchF5EvrMVo5vSD6ciEbhBvwTRD0IgIqIgRhMZI0MBguQzjmEm6idpQZ+Xx9wy9Yxln1Si5UlT8T1Dvbua0TLGPySK0qjC4o05tJbUC+M8TEGG8jJAISJKhz0pmVP8OMnwx20SUb+d8D0p8SIfzUxERJQRDFKIiIiIiChTGE0QEREREVGmMEghIiIiIqJMYZBCRERERESZwiCFiIiIiIgyhUEKERERERFlCoMUIiIiIiLKlMwEKb3Hes0rIiI6OfWqa4F5SUREJ7VMBCnyh8Xmzm8u/PXe7nV1qKsLm8xf+JU/xNa4U13Okjh/5Tfdd48zkgYqTdZ2mfdZErZtx3aiMXgcLZIHCse5H8dL/35d1N8Tl7/A7a57ENJM71vW/5p5+LngO9ci0y+KWeZgpWsmDEMZkrp8GxqSRxp3DdHWdO1H8y0nal4iIqJSDH+Qoip4zXsmY3NbE6aPdD6qWtSGtjaZNmNptfMX15333nfSqcD0JvW7E/GvSo9brNMkk3+JPmzbRk5Hkz6GazDbfGSrmNbkHOPVYXMHqgqL9bqd/HQikopkfMUu/Fxwz7XNy/ubMNVYutFZxpSOEzFYOV7LEAmuihsDMm+cKiea1gBXZz3oJyKiwTbsQUr33S3IzTsBgwiiIdOLI4fNy2GkAx4VZG7rYPVy+PUg32leHneqUL88j9ah6r0hIqJMGuYgpRvth5eivj+9AWPy2OoOU9GT1fJmhhsVpuAwFt/QIzOVMLwibDia3XpcNN+3bP/QI2eytj122/zDaxKHTekpkC7r1gbWn67F0jecyh6OUhjqlLxtg27LEmv9airhmMamm1I8P7rHoPDdVMOnJD8Ur8sbXuPMXxvIU+66nbw2Fy2qQrrt6uL5iedCmfU+mwcOHzHpnpDXlfhzxfQGdPnPCb1ver8CeVfnRSvfBfe9lDyZlG6DXIbElW/+/CHsPOSeh0uwDZ1ome/+Pv2+B/P6ki1mhhY8z9UUWy4I2T5n/XrbVRnkS7uQdKuYOBnYsz91ehIR0YlneIOUrnZsGzO6f70o6sI5RQ/hkUmG8WxDu3uRN8ONIocPPZ9HZ/VSbC78Xk2ph3M4rdbeEDRnKgxtUhfqJVjjm7dmTAu2utt27AjymI011vy2tsWoMrPjt80MPdGfhwxdUhWD5lU537I3L89jiV3Biku3GFJpqN7Srisdvc/KIJ88emSGbO+cKWr7E7ZtKMyx030NZnfuxf40FbOkdAuZL1PYUDuphM3VwxfVdxYVjuoAbQNqvPXK0Cy3t8IZruWkt50nC9uWdC6UjROQzF0FLL3K5NekvJ50rmiqor0JWGZ9R++b2i85RnZru+6VXe0OCVXbczX8616dQ8vd1rkQZzjLENHP89QrI2RYpTcUL/VQ2ZC8vmaOmaf07mpGyxj7mKltO7zECbDGTfHOOZU+avU4Iq8lH1RPxsVm/Z2Hc9bxjDhPR16MyW4ZQ0REJ6VM3DjfL9U5VJqXJZMKztS9mKtb8gKtsYmkEiBjpp1WwOANpd0dqkIZaNGXlsj8s+Z7cm/GamCJnhfSujmQbSsEDJ6Kc3JWy7bS33QbORo5VWk4cqwX+/cAk6fmdaVJWs6rc/0+EoOoErnqTuSfN2/jJKRb74G9RfPDHJEAZVUnZpd9+GI1cmeZl5njttZLy70EJFZlOCGvJ54rRlR6+lvbu9G+ZTamFBoL2tX2bDPrNtPVan32uTAQg1iGaAMp3wYi5Fyw9eRV/q7xnSkYPcY9Zt45192RV2UEsPeA+lyWaTdGpW6YkvLGvCQiopPO8AYpZ+WksW1YFG7UbpuC9pIrGu6N2G1YhmZfRaMyV43q5ZvNsr2paZp1WS600i4DbpF1+ytwA9q2clXCilRhyhypgPQgP2YKpksF8dluJ2CZWN4q+bCISTcdsCTahhbdgyKVz/RDa45/Xmv9mjnbiu8jiMnrqc6VOCoIajA9L727WpFfXu9VrqVsCfZ0yFTGG+AHqwwZdgllSDCI9FTg4qnVan43jmAyLp42Bbl8jw5G/YFNGnJPTQ6jS3pQChERnUiGN0iR1nkzhGhIHeu1LsJSWZChEWlb7fzP8ZeKigy/6VQXY/1eKu+rtkbvk2/d0qIqQzmsFv+BbJs93MKQCkL11IvLUjGTSmW+ox2QnhN17LCnFXtLrkhIa6t5GaZcgeux/WrbrJZ1zWn1LZKUbjJ/S6s/8PAdJzEba3QFWB0zGVZ0S/r7E/wtxtJTVeodzxH7VYJ0gVi8qkVrkFvlPUo8Ka8nnispVNXIjfo7i4NlPVwoOHSsjAaxDEnD913daxSUcJ5FkfPPdy74H8og6d3pu1dEerCqC2kv+agz365SQnpL1DYcbkXr4X70BOohYsPUm0RERJkwzMO9pHU+7Vjr8uk+0Ixm3fLpTkuQX74s5ZjtHmzVLcLeNFfGcLv3H/iGuLiT13rc+/zWwLrn6jHe7nj0AW2bVJY2Tsbews2ydXrMf+qW6QS6ArIlj5yukKgKCDrRWXJFQlpb4d3QG7xp1lQunWE0pbUuV6sKkbvfdfP3YvJG6/4HQ1dqCzeYuy3fSelWPL9u/lw0R23buMX63oq5qVrW5UlGVnrUNQNTS793pOoTS5G3bpwv+QZ5HYh5Q698N3Gn5u6Ls99JeT3pXEllXD2WHm5Ry20InCP+IVXuVK7eikEtQxJUTGvwHau6jlzIPWBq/+epYNnKs6n2XR2TZYH8mB9jLdw3zE2mJUDhPiBFgpwtcg+V7IsEz6qM6EePiAyxRJkaV4iI6Pg0ouKC8X3y4sWf/0R/MBBPPfUUTj/9dLzhDaXEPnLDbTum2DfUEhHRyUmeDHYLsKyMQ/OIiOj4k4Eb56WVOofWUltQiYjoxCKPMZ6fRwMDFCKik14GelKIiIiIiIg8jCaIiIiIiChTGKQQEREREVGmMEghIiIiIqJMYZBCRERERESZwiCFiIiIiIgyhUEKERERERFlCoMUIiIiIiLKFAYpRERERESUKcMbpBzbica6OtSpaW2X+WwoyF81btyJXvM2U7K8bQXdWGuOm56GZXtlGxqx85h5m5ak7yDlt+51Eelh1ulMa9WWh5PfN+4KpmQvdja6vw3ZbjmHAuvr3dWIunVRa/ErXmdIuhbO08C268/939VpUFh3IJ+YabDO9fD08yTNLx/nmA18P82xL/X8KmsZUq59KYcsbQsREQ22YQtSdEVqfh4NbW1oU9OUDnUxTlmxouHVu6sV2+as0cdNT03TUWHmZd64xXqbF48z78vCqYy35jY76XEV0Bys6BfSawradWU9GKx0o/1wNbBnf0jlshpLN1rnSVxFX1VQ5+6ZjM2LqswHA+M7Tzfm0Fq07k7sPeBusdqHLeZlgbft7lTetDdUwNR6eCmWTStvTpTAZvgqxRWY3qTSbDjPr66taBmzZnCOGRERUYxhC1J68p2YvXox3KpU1SJ1MS5TxYoGX3Wu0rwiHDuCfLVVQR45HU1tTZg+0nnrV4XFqqK+Zs42tNuV36525Kc2YDL2Yn9M75A+T1bPxraOkIBeejauBtaUrVLbja2roIIMc57Kfsm6N1mt9HNmI+cGVrIP1SrQKpEOhAbYw9J7YC8w9eIyV+Z7ceSweXmS6u7Yhtk1LJeJiGjoDVuQUpmrxraro4a+JAwTKQw/sabA8AanBdS/nKihHnqISsx8v4Fvm1sps6eoClpw29z3Ub8NW3ad1apf9PtShoWYYUtzV3Wic9Vcswyrx8A3rCkwT9Il9BiZN/LbdWsDaWvnD/+wp7q6Jdhm5iQL/jbQy6GPqVp3IG2ijkmRkaOR62xB8wCGEnV35DF5YhUungqrZyJc77N54PCRwHFT+zB/Lya7AUU5qKBjW/VkXGwHW+OmYHZnHj3mLQ7nkBvjBFZ6H6bmzIz0pMFC5J/tb/r1Yv8eqPTzhyjBc2GJ3cuTcJ4658lctKhN23a19x1ffrV/K1OgJ9j+nUy+8kXn927/+eiuP7jskB7mgZQhYb8NL/ukZ2w2pvh6UcLKP+s8DUuXpPn2/plyotu3jRHXicIxjLqOEBHR8WxExQXj++TFiz//if5gIJ566imcfvrpeMMb0sU+crGUCq8zJMRueZYLYSty1mf6u/mGiN6W4u/LhXmJusCuaQuptMmFclMOm5umo0e+hzUl9OIMcNvkwqqHz0RUJkvcNv+6pTLeDFzlbpusux1T3HXJsjum+JYn6dReU9oQHFlnM5ahyTe0pjhd7H2pkP2+BVhmtfL71i3flV6AQrrIvsxFfp4zvziNQ9aXSjCNhCxrCbDaS4f4YxrGWYYOnGRol/27QLrrZa/KWftqHaeidLK3112Hdb7o7+eRU59uU6dS9fLNgeMSzzlPzJsCs/zni/OLL91htnVeHlsxBdh0BPXq9dzCb6w0cQXTphwkDe4ejSZ7uSHnmeyrDMkLTx9rvwr5wp8HY/nWF/I7+1xw31+9DbOtPBcqkHe0kH3zsdYVVobEp4NFLafx2Xr/90pYt/OrhDQMLk+/bwFC87G1rLPkexKU28eLiIhOJMN643zFtCZnnPrGydg7P9CiFlBxTi7QeiwXLLelLbxVvXp5ffiF1NivK2iqQvaJuG8lK2XbZFhK55wpsdslYrdNKgKmldEJ8mydyD9vXgbI0A1sWVL4rUxSQe1/C7ZFD3kKtLqflUO13eqepDqHqEFkenjgoA47qUbuLPOyX5xhXJKf16hqYVFvjZXuEuC12ZU86bFw88TIi0OGfHWiRc4PnZck8A5UzDq3IT91szqPlgKrtqrqdmkksPHuGVmj1mAp6rEJMU4FKFcvUdsQNtxKAh532Woqd4CidN/dglwwbzyfT3GeJZch8SSwMb9XFevgmegTdi5UL0V9UvATYqBlSNWizZi8x/SERpa5Km02Se9e4IjqIX/AEr3fwR7JMBUYPSZYxiSl22w0xAVQzzqBTOecBgYoREQnsGENUgrkwqcqWNVb2tNVsKS1rU5al93Kz2YsLXUofGcLWqSFUQdIZRwukLBtOqBJErNt0gqqW1bdSt9qu0pZgelXLUW+MMxEege8yrAMsfNXSJ2plJb3WKUEJP1QlmBqCMh9I2vm2DeUK9aDBoLprcf9o90cs2bkVaXOP+TLq+jLvSytwaE57v0w6jxatjyPJTHBfknCKtYSjCKH0b7KYRWmzKkurtAOibAhSUZcgDXQMkQ3FEjvl/v7QHA3iAZahuhyQm7Il+2uMfkumGeO7VehcqDRwWUePtHWtgy4RfJsmmDFKEO6bVslPShOY0C6IbpERHQ8GqYgRVowAxdOafmMaUmXily1aal1WhLtVrQemGHt6amKnX4CUhkqdiVtm4zp39Lqv6gf6/VXpiK3TSpk/pZRfX9CgUrXW2TohFsB8A+xqJg4uV8t7alID0C1/2bwohZfX4U37ElQ0STA6rSffKUryxkhw2J8lSXnhuvcOWkq7aaSvcit+DVh8SfUcQp9ypcEQGuQW9UcWSmsmNZQnL/6S+W/hkBQJL0WCOmhrFrU/2E3MvxNKsqp7wGy2b1QNh1g2T1S/pvg05UhTi9AGH3O2+mQkB/T9n6kMqAyRG2L+m6BBBzS0BEI6GR7Qx9E4FuPBDsS3EX33rpllhvAlppuYWavdvJa0rlARETHt+EJUo71YPRUd8iAma7OY+lV3v0KqkZrhrg4k4yrdlugnYqYPWypHZijZ/VLxbRlWHpYLS9wY3e0gWxbFRa7w9vc78yfG3nTtX/bqlC/HL51N+dVZcx8VyoNF09VFRJ3uWYqVKBVhcUbquFOJbSCxpIKyxrAulnY9yhcU+H11t2O3PL0Tdc6HdCCue7v5T6MUnvPBkk3ct7wGT3NTf3YVudxzoHKq7kRf2topd3NA1G9f0nzS+NUBL19s/N6Ov5zRaZgMDKQG+flZv3QIZG6cm6fK9JDZZ0pKcuQqk/YPZNqMpV9+RxWuhTnx2rkN3m/K+djoeUY978M6cb+W5q938lUVPbKgwhyoUOuep/fimb7t2F5XeXdwnmqe3O9ADY53Uqh0mF1Th/jfgW4RESUacN643y0sJtYsyLj29Z4BPXWzenZ3l6iAZAhW4GHMVAZyJCsogcmpCS/9d04T0RE1D/ZuCeFyiNs6EToPQR0stD3MBVatb3pRBjLr4eelf1vo5zs5IZ5/m0UIiIafuxJKVnGeyakJfNq6zlFMjadrZpENBTYk0JERGWS0SCFiIiIiIhOVowmiIiIiIgoUxikEBERERFRpjBIISIiIiKiTGGQQkREREREmcIghYiIiIiIMoVBChERERERZQqDFCIiIiIiypRhClJ6sbPR/PXrxp3qXRTne2u7zFtN/pii/69nF6bgso7tRGPdWvWLAPmDY+5v1hXN9f2V7uK/zB2+fv82Cu97vnmyTYHt7N3VGNgOK31Cti9RYf8asfOY+SxNulnpUrw/Lm/bio+LvT5FlmeWHfWXz/3bGCc+3WX5/mMl33ePfdr81k/WftJAhOQhLXDsy5HWJ8Qxs/K1nkLKupNaVH4iIqLjwTD9MUe5uDYDVzVhOlSlfX4LOjEba9oWo8p8Q5MK/S17gTENaFrkm+OQ+fPzaAj+zpDKf/MeIDevCYvHmQ+FVFDcv4osr+UvtM9ZgzazDqnwtte06d/IMuau6kT18s1ommb/DWXZh7nIz3O+Z3N+kzP743xv71Tze71PwDL3LzLb2yLv9T61ILfaLFdvH4rTJoJs+5LD7l+ZD6zbFZVusq6OKTod9HK2wL/fvm1zlt0yxk03qRAE/hJ/cN+06HSLF7J8i7O9dh6S77djSuEYpMhvkcy+dpq3wv5L/qH7aTHp5v28GksL+5GwbKHzgMqjLmu+e5yCivPr4HDPD4+9b0pw25XZbt4uEn6M9TryDYXzs2Ru+lvneOIxC9luf5rKti6B7xv28hMUHbcSflsQuQ8D27YkZdn2CEX5KXAulLZuf35KPleKz8VSzqOkbQvOL+0ctbctrOyKK0dC8kNCuiblde8cDlmvUfhObPlnCTtPFW/bwn8Xt+3F5VOg/Iktn5LTjYgG1/AP9xo5HU1tbdi8PI8lgV6D3gN7VYDRgNyWdlVclKoX+/fk0DAvh20dMb8etxhtG5eiOmIdFdOa9Hzs2a+WmIIqaJsLAYqowPSmtvCLkRTKEoDYhd7zeV1IFwpR2b4SKtNHDquC/Cp3eTHrTlC1qE2tdw1yq5oLLZHdd7cA6gLgbJssew1mb2nNTEvl7DlAa1HPV0BMfovWg3ynVAwkTcxUwoVK0k0Cu8JvV+fQcotpxT/Wg9FXWfPaNmMpWrC10EulKgGb8uri7H1nzRhvvnOcvGnz8uoSKz8D05NX4Z69b212JUJd5K/2b7tMhbxdgupcpXlVKrUN8/di8vLZ5n06vWfV+7ZZlwGrtnplxLEjyEuFxf5O2oq6Ou9bpSGh8Ft1zA8viem9jDFmdHE+HMi2JSnadikD+lM+h+nGVl12etsteb3ZPacHmG6J50rXVqfRxf1OieV+7LaFpFvOzk+JnLJcp7f5xNa7q9m/7TK5ZdSxStTbnwfLmIRt693VirxKp8LvVbrkr3Z77dzt8qY1qhy2A4Fg+bd5ObD3QDBVo89T57ipba42H9iS0nXissJ69bR6NrZt8npQe5/N6zxgf6dQPiWlGxENuszck1IxcXIgUHCCjCnjqjBlzja0l1owHNuPvWOmoGrclOSLqA4M1HfN2yIyvzOvqqrJJLCKXVaBKZQ3BgKQs3IqHfpZYVEXjNFjOr0K8IBJ2neaC0o32rdUY/JEu0rkzM8/b94Ot5p6TN6T7sJfnN8GqLMFc+0hSdZQMwkcc2fpNw7Jk25+GlmFqmCLok3yMSbjYus7VTXqQhsWeKsLdvOeyVgWCFCkNdHbLmfy8pe0hPrn9WuIYZiudmyb01DcYloQXHeg1VJaOdXn0hLauWqu+U5pw3e61y0BVqvA6RzzgS3ymKn8MTJQ9ZcyoDqH/oZKPrIsX3BRgYunViP/rDlr1XFs9G2Xmuyhae58aQFWZYX7nf6VGUEh+cFO85Gjkevci/32MbDTJWnb4/KbDq78aSx5vTNvSt6kdEvKT7awc0WXvYEywV5fyL4V0jxh2+S6gKkXW/P7eV0LJddKYOknIq46Ki9be6lIo4tXJiVtmzRE5M6xljDyYkyuzuNI2HmoztklsBrZlMpcdVF55VueEnuexkja9uB5LEFJaGAfJiHdiGjwZefGebn4wSr4dOXMuWBFVspi6MJLt75GXAzsCooZ4lTMXPRUZWD26nS9GVKgJ7f65rG1US6gbgBgkZZ+3VLlbFvxPTHxpNVJWh+dfRv4GHW5wBQqCep4jA6pcHqVhMGmArD55pjJFKhM558Fps9Duh4SX36Tbn1ruWbyp/02LLHnB9fha7mWVj83z0llBWi52/u+XJC32XndpvP9UtQX9TY42xiXH3SL5bxAD49UxgKt0zK5lQhpgZXhgN48aQF2e8fCKqzF+77N5FVn8vKcbqXMwb8M67fFrb+BVmLdi+i1eDvfcXtqkrdNgrNghckn8pi5rHVIGRHsPQsEOd6xSdg23XBi9UDqY6QCMfc8M719vnSxAwN3/mqVWjI0xnzPt5/93Ta1h8Ut43Y5VYXFbQ3IF87Ddkyx0yVh22Pzm1R+fS3VKs9LIHb4iNpqJSHdEvOTJfRc0WVvDq1umsiw3MJ1QaXbLdKo5C5bTVJOu63yScfUpQPvkEDbBOT+KW1ALpVnVTY/by+j+LdeY4UMg7V7PI2IbdPXX7v3QdK5M6xxSqWR9PoGgiUZjbA512rWXYdmLPPl1cTzNI2odNW88l3WHbzWew0g/Uw3Iho02QlSAnwtJGl6Q3ycliW31T80yLErKDXtRYWTU/GSsbYyDrZ/Q1Qidaoqqlyog0NIXIUL/WZM3iMFaGnBRmFYw2pVYVeFa6mBTrSIivWQcY5FoZIQFliOq7cq2WlJxctarpkKw0CKuv1V5Sd2mJv0aHnBW/Ai3V4TVXkyvWuF4Xo2CbaDPVk26emajSmBfCrnUXTPnpwndi+Fm+fdCkhxhVVPVsWt8hP+eWvmbPMNuetc1QoUhrNJhdTrJdRDxWrCtyxZwrapSsvcPZOxOSyPhPIfM4e3jjWqGuUPzi7GMnu9vnM5Kd0CFX1VGW5QgZifHUzE9AiEGsi2OezeN999FpJHdWXN+Z0c7yVFDyCI2vY0+W0zcpvceWo9EogVxKdb+vwUfq7onhIJTPS+qbyqAqa57jGXxgO1nb5GErl/otDDnuaYKnItq/b3jGomIPdPpVSI1XGQQNr9rT2k1NBDl/U8uS6EXFPitm1evhD0NqMhYuhVca+vkLykgwNZt86Lc70eqJLP0whR26655btzPfVdDwPDwWQomt2gJBLTjYgGTXaCFBkaUihknCAjl282F4R2IKw3JIrphcnfYi4YHYgPclQhLK2FdsuQO84+rNCKo4cnJI1jVgGSHmaggpFlsfdGOBft4hbelOTioi7yidsTyalUOBf+SuSqg61nMpSpuOveJ23XetmoNJunLtB3H1Hbaz4K48tvCYq6/cPSIl7hQqemxWfJsJbguqXyZ4Y8BLfJVISqFjnznB6KQG+d3p/i4UgV5+TMqzBOxdx/T4nZxlRBuUqXwLbaPW963b7hXsHhOYPXC9fdoarGdm+COzSqn0/0qlpktfiLYJ4I9gQnsgLjpukqIawKtlSW6+RBD+7xkDLAmZXKgLbNCTAKlUo1SU+WS+5PgNWr7Pbc2vc3RG97mvxmB1GLUSl5PTCcJzLdlFT5KeJc6b7bbiAwZW+hl0fSMHBfmp7sHvb4bXPOC/Ud3fMUMgy036Q8qvb3YEilPWqIsrouyD15vsaEpG2zgqimabJrEQ0iReV9N7baw+p0b5XXA1WO8zR9usox9d+zEhwOpssst+cuKCTdiGhwZSRIcbr1Z7vd76ZFpl5VytwLweIShnw5vTD1qtAyF4xFixPG/zr3W4QVbBXTlvlafxPpi4N1s6dQF+6dEb+vmNbga5WXVif/ukoZB6vSMVC4lzQGN0B36xeGHknl39/tr280LcyXln7/8DW5APX/hucB0L0pLaFPnHEE8luSru7CRU3TraohLbEFYffvePQDCOyKl67YyVOIQoIDPf7bzrv+XkJX5HGW/Bjs9TnWWziGwaEcpVHp4surdlCr6HXbjQP+bdcBjR1Ayz0J5uVABW+SLgyN0hWZMIFjFjzm+jw0L5VeNd+XZqUEvUHq+LdaLftO75cd3PnXnWRA22bydoN1r4b0ULjkdVwgkLTtpeU3uZG+OK8XBNItbX4KP1ekchvX8OAMG05dQQ1sW9E9cBG9Dv3jDCn1DR2WY17oQQ2ep/5jWuq2SaDqLdsjyywq7+UYxNzPWfp56pe07UXngi9P9Kp08R9Pfc0qlM3x6UZEg28YH0Hsf2yh72kg6+rQmgs8oUgqcvpGc6ulWX8WfJSutEhHPMZUupWl8JPxq9JiYwmu330Esaa/L08pkmU6Ld7+X/t/72yD/Z3Zav4UNV9tpWyzDCmwCmG9bfq+gXq1rv1ov7rFt/zUT2tSBfLOZ1vR4nvkYsjjKkPTTQmmiwyJC1ws/I97DC47sN8hv3ePff8eQRyd7kV5Ru+L++jm+PwWT/12XTP2bum0HqEZ+L2sa1Me1Z3ed4L5yTdkxveIzfD98qed/zth+cEdUhGaT/Txth8B6l+Gk/8S8kyI3l1r0bxnG9Rue3z7pgTW7d/2wHGpVueJqkLk5FHRgXM3ct/SkmNk33sWe8ySjrk6zxrVeebb8fDHo4YqOh7B34aUH3NUunwisPzgPmkD3DYlmF9nz1FHJVdv0r/4XIrPz8XbHp3fis8F33mWmG4DzU/F64/Nr8Ld98RtU3SZVDiLSzom/t+6/MuIKptTnacx21Z0vELLdWf9vuumq2jbY/Y9mKdDyi5RVP6GbnvCudCllr1JLds329u3VOlGRINqmIIUIiIiIiKicAxSjicRrUp2q9nxqqi3wUjdi0REREREJwwGKURERERElCmMJoiIiIiIKFMYpBARERERUaYwSCEiIiIiokxhkEJERERERJnCIIWIiIiIiDKFQQoREREREWUKgxQiIiIiIsoUBilEdHw41ote85KoP3pVHiKiEwivCwUnYvnGIOU40rurEXV1daHT2i7zJaKy68ZaK6817goWhN788HyYND+FYzvROH8umovWrZa+LmSb5PtmnXV1jdh5zHxu+M6lxp0Zvcj1Ymfj0G9faDlT8jaEb7scq8Iy13WbT4dKL3rubh5gekadC2Z/iz73K+y/bxtkmcV5FF1rh/zYx5Lt0fu3Vm0xDTbJK/7yMiKfnGik7A7ke10mhZUXMdeFE05iuiSUb4XzV6bjJx8N01+clwJ9Llo6zVtRvRSbm6ajwrzVCXr1NvNGsecH5ymzV7dh8TjzRpETfMkWeVWNpRubMH2k/jgdnfFb4G3ebKxpW4wq885btjFnDdoWuXOTBX9fvXwzmqbJnoWkixG2f60593eWuHRTBpIuckLMXeXfuOB2OaQwXYJtwWOaIGnbotMtWdG2R22be+ytYxpcryv9+ouPqy/dEvJb+mPqKCVd0lHHs/EI6kPSy0lXFI6X3hZ4aefMz5n9cdJh79RSt09+1wxcFZZfZdtakcdkLAvNa5IXW5GLyuuStptyJeXTspF1d0wpqewYCvqY5RsGdbuGYh1RZN3NWNbPcyTqXPDnUSffd1rnolMm5t33+pzfi8kmXxanh3Ou5OeFla9DzZRfcMsdZ18QWvYPvaTrhnssPNb3YsteZz99NY0Syt6k60bsdiny+/YaN41LzA+yX3ePRlPc+ZVQj0raPodJo+D11Fp22PUo9pjJtt8CrzyPLKMjrgv2MQ2rmxXtd8L1VvHSpThP+OtA5lyxks3b/+J5pdRD0qaLHLek8q17XSOOfCJ4LBPEHNOkvF5auvmPx/D0pBzrweir2tDW5k6bVfHXgq2FVgO1wZvyKvN631kzxpvfDXVhL/xWTatnY9smf/RYtUjmqeVWmw9K0H13C3IqAd3lb16eR6sbqauM0npYZazC+tU6Di9J30Jc9Ps1yK3aqvZJVGB6k/u5M62ZEzyYceLTTaRJF8nkEm0X7dPEZYXl6ikk3Z3Mpi5gy5eq4ieEnGgSyYe0isRuW2y6JenGVl1Rdn/rpEtx64s6kaTisHy2ee9wtsubNi+vDi149e/DWjG6tqJljCps3GVsXIq8lW6x+S3pmKZMl8hjOiCSrl6AInRaWYVqcyFAEU7+jis8Q+n0awgvULvakZ/aoEKUvdh/nLUw9j6bN69oKFVMayih7OifimlN+jzHnv3OeX7sCPKqQrLMzfsjp6OpzTtvZJtmb2n1Wjclz6urYn2qcn+QmW3xKkNVWKzKmnTXpJRirgtJkq4bThnklo8yeekef62vRL3vd2oddj0loeyNv270oucc//V083Kg5e7w/e9e5zTupE5zyV817TEt5upadbX/uiJTYfkJ6eaIudaPW6x/I/scJvaY2SRfXA2sCavIR10X9Lmllq/qJ8VCrqdztqG9cF2MT5feXa26oaEwT67lV1s9iyHXeq8MSKr3usLrIT4x6TJo5VvMMU2qIyWmW6Huu0aFKH7DE6SMrEJVWIXDdWy/qnJMxsXWd6pqVIW4w9mlqnGFmHcQdKN9y2xMsQqDiomTvYz2fB6dY0ZbGaMCF0+tRv5Zt1IZr/fAXmDqxdbvqzDFd5JYVOQqrdKpC6aEdEurJ++E+sF9qhjpPx10JcuXFpIZm53CdKL5IEjST/49fMRJz5RKSrcgXUHIodK8FZIunfke887RvU5aB1VBfI75IIwU3nsme5WNFLo7tmF2jZVnR15sVaoT8lvCMU2bLlHHdEBUgLCt2r9tNtm2zjlTTIDSf90d6qLxifClyLzJE6vUOQjsPVDGfZOLmTV8R0+BCpS0HvnmWxWC4nlWgCgtUuq9bqXcssT7jrt8M7/o84L4bZOAtHHdWmu4m5rKNWxILo72coPLTtz2OOriHBhKpPfFbkyQ5atl+tLXWn9RuofudwllR7mMHI1cZ1jDiKsK9YVKqqlIXWVXQCRt/PvmpUtSujnz1wbSxmuwCMlPMpm0k/Kr2lfGBMXlR5nXqNbtH0JYNByun9eFJLp8XF4fUQYllL3qeuff5x7kO6uRO8t5V9I1qei6UaHqMdEpapNjKfWAkht3dKVyGXCLfTwMKbvnRDT8KPHp5ki81g+YqaxvtHo5LHHXhWgVGD2mM3Ct8I5pUrrIdTR3jnUc5FpenccRNxA8K4fqLe2+c7FQR0qq9xrJ9ZD4dBmW8s0WUkdKTLcY2bgnRVfEwlqNnII5anyvS1cC54VE2hHcVmX/FBxnawre4Mk9boq/xUsOiKpsFCq8wYu0niLGG8eOCzQXqpJPQpEu3aK4UXF4oegsW/ZLuhR9Xalqn+YmVeBNNN4W1jKSRmK6hdBBgd1iofZBui2tC6J7IUgKCHXLWzCvFY75EmxTFZG5EcfcyXfBfOaKyG8FCcc0IV3ij2n/hAWpNimYqnN2aNgfUpHIYXRo4e7N81UuykAuwL4WMWn1sntMVXov8bWiyuS1NIa1LBUaC+wWKenOd7/nnkvuOSJTSGtg4rYpnYdzWFaYvwazO0vsabKDJztfua2UUctO2PayUNsmw2AK63HLEjkmMtTQ/VxNwZ5klwT6ZQ3Yi6jzdX6LVYmV3gdpaZ/rpGnIeV4xbZk6jurasqu4hVgqLr6WSL2s5hLKQVXeWWnmy4/m+lvIy3LcJF/qdO3FkcPwVzAC3Mqqt22SH61rpAo/8jmr10AtvzN4rg70uhDBqRz1FK5ZMhWXofFlr1dfaMeUot4EJcU1KfS64dOL/XtQfL3vUNdU3ZgRqPia64G7T9H75rRQb861+vZPyu7qHPzBpTU/Md3UPide6wckj62NMjwoGFC44q4L8aRsbsib81BN7TXeMU1KF91AaI2C0GVxp8rfz5sPpHzcmEOr+1sZnhUcbuYKqfcm10OS0sUx+OVbtLC8nphuMTIQpEhhrqJCX6uRSyLCakyeGHNqp6xc2nRXfKFAdadgVOr0kPhawDW52DQgP9/LhA1295d9kS5MIQWbBDsxrdBhLejpJadb/zld/XIhmrxnrldwSQtrVLdsOSWlWygpqDcjt8kcM7nY2BUoU+BujipMCopb3rTCMVcVNhljGnHMpSJdHdmzEJXfXAnHtF/pUk7WRbNcrfZJdKuXSU9f79TAyUXafyykBc7riUpuXVZ05cVJE//Y7oFJ2jYtJnhMxQ6eQod5uOeSf5zxkFDnWNgwKDkm/uDKGScddbEO9qQOXCda3OuCrtAGGwXcslMFT+qqVVyxVeXUvBxaVgUbpyRQCJ77lchVp7vIO6zW4jCdeaRKDStPO2W/VK470ekGX3qSseX+bYsLcgbbtqudY+GW0cXBXXzZW6gvrAaWhDUyJZa9EdcNizOca1nRNWObyr8y5EqGJHlDgIWXl+wptBFKrm8yLDcQAHWuagUKw4+KGzoi020orvWd25CXwFeGS5V56JL0thYaOVQ9YNvV/vMwNl3kWj8vbxoipaG2wT9kTdJGAhP3t2jB3NDgN6Tem6YeUkK6lL98SyOmjhSXbjGGOUiRio3p2gqe4KbQrFrkzHMiXH+rrAQo6SqXpXK6oaRw0sFP0RAvq4BQJyqKKg3xnMyjllFoqSq+gOihMv2paKRIt/KQir83Bldvr6quLDGZsE5u+tK9ClE9B6VLk27R3DGPMi1GpaSLqWTqyk2hB0RN0ssilZ1gZVsPb/IPG0tLV5SklUXnVRk2YLcCJeS3hGM6sHTpPx10FVr4zDmhCk+37JHWk6IW05JJZcy8DNA9qJBx13LcmpFXFfVyDvmKa4mqjNooQw87kpvi3XKizL0Kcds2qOQirNLadxFPebEZbHJMZBx0Ic3NFFZxG5xyUW4CdtcbNRTDIa25a+aEtIbKcBGEtRCXEpCUSJVLy5bnvbJbKqCFa6pTgQ/tBdScAFnum7TTXKZSGg4Hi5Mn7GFL0thjp2XStd6i9t1/v2DKsjfhuiFlRdRwrtmrnXxUtajUnjNhGhN0OeSvY1WckwN8w5r8w9bj0m0orvXSEKF7ady8WVTRj74uxFLlV6vdqC35eXWucC9QUrpo5hyQqWmaykGdXqW8+2478HAaR/29iiK83puqHpKYLo7Bq/cliMvrMekWZ/iCFH2xk6fuhBRmeryaPabO6Qq1W5LkxNZPQ9GFQzk5J6N98dCVoaggRDJ9QiuJzV+xUyJ6TPo1VCZFuqXhdm/brSqit6vbO1mE3OthXhb1TkllVfcqBC7W+rirEzDi5IqSNt2cMenxXe9SSMgN3266BIfm+Ic7eOTE708LdVFl3e4BSMpvCcc0bbpEHdMBMdvmb+GzSAujKnR94/DV8d9Z0jZIJShsfK1psVnkFnyqkvGJsCFfCRczXSksVhxgyfq81mxJ96KWrMLz+p3v2i2XOu8E6AtiPyRt22DSFRTfRVwCbvOyBNH7bo9Tdlrp0wo9JhGc4SyDn14FXWsDQ3GkQpu2hyEQKAg5z30X+f6nm5yTzXItLZSB/jLbKWOCFS1PcChHv/TzupBE54mic8VNt6RrfTe6A+WO5BtX6rI38rrhBBHylM6iJ1AVse9ZSkGnp2lMCFu2lM32tus847+uRKVb6mt9mRQ9VEKLui4kkCA07r6nhHQJkhvCvWu5nNMJjQn6uITXe9PWQ1zh6eIY8vLNSFtH8qdbvDeaf4eYdHU5j4jrnF+HFudDHSU6TxBxWun18BF3ljwpwJz8eoiXftyZijKtx54VnoIlGcEsXzPrSPuUrKpFmzG5cS7qVEVWk4zi/i64bN161pT+5JTW9NVOl7nD+X3YQS09k8WnW9p0cQti3XpQuLmvG/s3tepufE+J+y58N0hWefudtG2p0s258BdaHQsXC6flYpt5J2S5ditGWvGBo7SohaSGtMBNbcTcOjenyyP2vO/F5rekY5oyP4Uf04FyWopgb7siaeusQXpXZNvt+bPVfLkEpM81Uglaoipoi60HZjiFXAMWm/eavjl5CbZ2Tbfys1TwgLluOVMoYww9TGxu4dgUnkhSdMwCeaYo3R1OfnUqFIV1KtVzZqsjEzCuHks3yTAZ8z7w6MVISds2iPSFUZ1LXrmrjucc87IUUhm42ltOeLqpvBz3hJug0GPinA/+tDEVrkXm7RDoRk4Pj7XPE/95Hk8qhmt0A4z5wOyXk1cGmm7qHDhs50NhpZuk60Z1mlv52cmr5iwKyY+p87Ir6rqQJM11Y54/T8g8d7viyt7eXe1o3bMEvkuezHd7PFKWvSLsuiFDvPQjVzvtfBGWXx3uudcY9qcHgmTb2qabN2FU2bzxiA4M3d0ruq7EpFs8Cb7sR+2a/ZO0k4Cp5PqZm7/XYrSVp8KuC0L3TBXKp21OGeOW+5F5tbDU2HTRo3fsobt6ue5vi6/Vwvt9Ur23VOHpMjjlW8IxtYTl9fh0U2QYqfXY52118to5F4bp76QQ0fFDFa4RfydlqMiFx/ubAUT9N7C8NPznQtlJL8+z9f6Kr1QahuvvBxGlxOtCsTRp0q+/kzJMGE0QUTJrrGzxE2QGn7R4yoMPhmPddKLwhtcMqFIzzOdCuYUNRezv0FaiocTrgi2hfJOGB1Nuhf3hxaxiTwoREdFJzD9ExgxRSRpSREQ0yBikEBERERFRpjCaICIiIiKiTGGQQkREREREmcIghYiIiIiIMoVBChERERERZQqDFCIiIiIiyhQGKURERERElCkMUoiIiIiIKFOG5e+k9O5qxNxVnead3+zV8X/On4iIiIiITmzD/scc5S/dyp/x51+3JSIiIiIiweFeRERERESUKdkNUrrWom5dt+5pqaszU+NO9KpZMlyscZe8cnVjbd1a9X+P73fWb4mIiIiIKNuy3ZOyZQnaa9rQ1mampulINShMBThLsMb7nZrWjGnB1i4zn4iIiIiIMivbQUr1UtT34yb67o5tOsCxe1KWbAHyz7IvhYiIiIgo607Ie1Iqc9WoXr7Z15MiE2/OJyIiIiLKvuM2SOnM95hXSlc7tpmXomLiZGDVVt89KkREREREdHw4LoOUimkNmG0P5+rIYWm1mSlGTkfTamCJNdyrrq4RO4+Z+URERERElFnD/ndSiIiIiIiIbIwmiIiIiIgoUxikEBERERFRpjBIISIiIiKiTGGQQkREREREmcIghYiIiIiIMoVBChERERERZQqDFCIiIiIiyhQGKURERERElCkMUoiIiIiIKFMYpBDR8eFYL3rNS6LMYf4kOu70qvOWhCq/jpmXGcIg5TjSu6sRdXV1odPaLvMlorLrxlorrzXuChbq3vzwfJg0P4VjO9E4fy6aC+t2lmkvT58fjTuHp6Io21e3Vm1VdhTKi4g0SZpfzJ8PfJO7jK61w3cMBrju7nXW/qxLPpI6/azv9T6/Fc11jdg5gAu9v4y38pPsW9jnNp0Hne/Y54XsV/g5O7BtLa8ylBHkkbwQOBeC+fVEJfndn4ei87p8d+78reHn04lGypDA8feVDV370XxL1PnXi52NbvmjpiHMRyMqLhjfJy9e/PlP9AcD8dRTT+H000/HG96QFPvIDs9FS6d5K6qXYnPTdFSYtzpBr95m3ij2/OA8ZfbqNiweZ94okvhLtsiraizd2ITpI/XH6egKUQu8zZuNNW2LUWXeecs25qxB2yJ3brLg76uXb0bTNNmzkHQxwvavNef+zhKXbspA0kUKubmr/BsX3C6HFApLsC14TOOEHFMvXYRZpnknwtcdJT7PJR3TgR3z4nX7tj0hv6U/pg5/upWDSvvGI6gPOZZOnkAhL+ltgZc2zvyc2R8nHfZOLXX75HfNwFV2fjX5oXAcTBqjhDynyPa215SSjyLoY5hHg33ckshx7ZhSUtmRTiBt9LbtxeTC+e7Mz7v5ROcv+PNckqj9lWVtypV0DMqmTOvWeTbfkHhcQr8n6XILsKyf2yDL3HpOU3F+9OUVtyz0ygn/eebk68J5GHKs0u7jUHC2PboMGU7OtvkuGr7rplf2hl1P4685/vmBMt/HHO9AuR+7bcF8WOq5ob7f+Gx9RDkdsl+B7U+fboZ9PZVtja0LxKebv0x3vpufF1LG+84pI2Td0XVLR/S2OeKv9f50iUu3ojQzfOuP2/7A/up1FZUBktfaMSUyLyqyD3ePRlMJ52fytken2/AEKce6VVJUoapwQgczkrz3V0rsjNfdpX49LpCxQk/A4uWk4c/kzsFsxjInMYsuQsFtT1D0+/hMEdwWl3xeHKTEp5snPl3cEyV4ckq3aMVIa32h6W7SY+pS5PeEXKzdkzRQyS9atv6ed2H1HYOQ+UnCT0gj6ZimPmbq87DKfKBwCC4vNr8lHdOU2xZ1TNOJ2C+9rlbkii7ORonHKFIw/TTZpnb9akqTWr5Oh73q3eTiPBcpcJwHoh/7GpsnByBpueFlR4mi9jeyLB4CZVp32uMS9b3wMjcdWWZykOKw15O0Tv8xTzhvh9TQbIvs/5ItYYFEvHTHMup6KvuWUOHT4r4XfT2N3Tb7utDPcljnbyvw9ciwoAp1vTZvFX/+KmHb9Af+/U+qC3jC081ed3C7POHHLLFumbDtRedp4PvBdJE0tus1sekWEPytsy0x55K9bTFlZfFyA2SfSgxSgorWEZNuwzPca6QdoIQ4th97VWXjYus7VTWzsa3D6WLyZaKy60b7ltmYYmWSiomTgT37VbZWns+jc8xo68BW4OKp1cg/m26QQe8BVZGaerH1+ypMmbMN7WFdbOrASYtSmgyrJaRbWj15J5wN7pOv4FB6n80DvrSQzNesW8oXTzQfBEn6yb+HjzjpaQSXrb9XnUOleSvblDvH+s7IizG5Oo8jqYYr9GK/KuCXfiIi3yQd05Gjkevci/32uqxtS9LdsQ2za6x1y7arI+UsLyG/JRzTtPkp6pgOSFc7tlX7t80m29Y5Z0rgwlK67o58+LFTu5Sbmtf7KuvKTVXpZpOCz+2e1pPX5S8Xg7o6p+Vm29Xedwpd3VJI+n6rJt/wCbkgWPN8rWPu8v1TYdlmu3SL2ZYl3nfcLvTEdceRvK6CUTu/+Uh+q8bkiYHzrZzG5LHVt/328CSpHKjj0OXfx7h0t4cfxKarSFy3PU9NpQxbCOQnf4unpz9l7kBV5qpVPo4eblj1iaXAKmdYS++uVuSXL7MqMvHpIhUK/3AxyfveuvT8dWv9x83Or0XnoTPp45ZQhoiiYx5ctlq3fxhiMB16ceSw/NuJ/PP6g+NG4vU0kTpWuhc1WMFPVjGtCW1tU9Cu0tR//P0Bipu+vutznITraVJdIC3Jl1J/Cq1sy3V1TENRZT6pbpl0vY2/1pvzNFA2pE43myonm/dMxjJ73+RcmlO8T0WkjL0aWBMSoAhf/WMwhGx7XLpl454UXRFbivqiyrhTESgeT+und3BeeIKHkczrK/T0VFyw6YI7eBEbNwWzt7R64xslwdXFqjPf47wPLZBDxkPq78WNCVbr3xRROUuULt2iVC1qU4VTW0Qk7VXOJBL2tSKqfZobPHGCxi3Wy24LPUGsi6VE1dZ39IV/k3dxksK7pTPtRacH+c4cRj9vHxsr7ZOOqSqIFrc1ID/f/W07ptjbXzjmS7CtswVzg8s3nHwXVZGIyG8FCcc0IT/FH9P+CQtSbRIYVedKvbQESaVaHbuIgne0FKjPdquKeQ5TfBdylV5SEEtec6fVObTc7aSvkx6bsbTa6VZ2v1NoEBg5HU32b9vWYLZ1Ye1e5wyXKszfuBRqUQVuervT5uXWxcmcA/KZHubgfs89lxLWHU/yejVyZ5m3QceOII/o9CyLLcCUwrZLGgeD5k60bAKWWfvopLs6B26RCpX3uaRrvnDeO5Uh+3h5vzVi1q3LjDFWesv8w0v8QU4kyU+qPLa2TR+/MFKeBBphyk1XwKzGDalQbl6ex5KIskfy1DI1v3XXTmxdlUODVQ4MLF0cnYdz1vEMnCtyfS4cMzkm0qPhHLekMkTKNT30q7DsNqwZ04Kt9rYl5rcKTG9y5qdu8LPYjRjR5XeUbeaYmKnEoDjpehq/bSpgb5RhgZ3YeyCQGwvXLHsKu37Ita8NDfm5xdeewjKkR6I4baO3LeF6qkXXBVLpUGmnG4HaQ4+XDjZSXJsi65YJ19uoa70+T3OtZr+dOlT6dPN0392CXGC75FxSsZy/waEov7WroFUa1IobMgt0gJBXV5LBEbbtrrB0y0CQogp/ifSvCttoiVLjW/10YV1Kb4PitBB4hZ4zBVsanNb04hbJwAl2C9BgX6zcSrhvCul+kwtZXAtSSAt6esnp1n9OoSUXg8l7rIIrITpPx7uYrFFH1XeCSbrOy5sAQE7uBl3BTE9dLKSwc4+JVFhvcSs/CcdU8qju0jXbNkcty27NKxxzdXGWccP6dfExlxaK6siehaj85ko4pkn5adA5QZROv9St/mWgCtTcniWqkhVIV2lVClYQZKxuSZVH60Kp7wFwSWU5xfllVQSiWt2jRa27NE6h7yynlErngKRo9Qy98EuZ16kCmELlRU1yQe10L5hSPqwBzEU8NGCPWbcEzf7zqwKjx6TsXZTgrpTzq7DNZWT1uukGosA1q3Bd2zgZeyUNAxWUimkNyK1qUcF1ve93A0oXV1ygoaRbVnEZIpVEX2+jmmRsu295/WhlT6cXlZ9wynx3krK/NW3j37FK1Fu/1dcHuzEsTuL1NMW2dW5DfupmHei7vWgFaespihsQ24Gt5i5D5ze7wp60bQnXUy2mLpDCNpVHpIGqpOMVEFu3TLjeRl3rZZnOuav2TR+XuVa5nDa/FY++cHWuatUBo/P7kMaGLep8kgaD1f5G32JpR6mUKnrbRVi6DXOQIpl1iUq0kJPDFPJVi5x5TpToL4rkgEtLw+YBjI0L5xwgKfR1Bi0aDuRW1NWkChEUFfLxnBZ6tQxdADkVnmDLpx4qk1Dwh0qRbuXhVBhy7hAC2V67UqgrF9KrEN4SkKRqkZxggQLdKlibpkmyR2d2v0rkpPXO7pWSQsZXkYg+pjI8Aqu9CoG0khe15iXQF1VpIdd51fTsFPJ8Qn5LOKZp8tNg0AVKoaXKpJ/VoyC9X50D7jaWY2dehooI7s7KoboQMFpT5EU/QCoJpoXQ+a200Jp5Wnwvnh6i4guKZ5s5KSSuO44Es17LqVtxXTNHv3VayYpamjNChoHoG2Hd/XYnuzLunafL1OVeyppSeoxLqngHpQ08dEAzCBVnq9cttkdUyhk5D4takZ1zKWx4yYDSJUHVIrlOzDVBhjw4wxtqllSGyPAYubnWywsp9r9sgsOanO3xetgTjFS/Ny8dkv7pev+Tr6cptk2Vf7oXxvSiLSmxou/Uz8IDYh/Jb1YvddK2lXo9Da0LJJhtlu/kveai31ackzOvwsXVLZOut9HX+m5stXvGzHnq9RSnzG96iGRx+aL3yTfcK+RWBFWG6DqGqktJmntPy7QF6ydlFLHtIirdhi9I0RdiucknpAu26ELq3FNgt1xKJUDftJi20pGa/yIvisbL2dR+tMZEhkH+QlmJ6DHp11CZFOmWhpygUjAGW157u7r9FU49dMRR1DslFxpdSQwUbvq4q0I3WGCqZfs/kUxqXoaQgm5bSEuFM3452A0rJyv8Xd56/GZEr0bgmMqxGMhFvKiy7lt3Qn5LOKZp81PUMR0Qs22RLVU6EAwUhCptd5a0DdKqG1+pLgR3Ntk2JAWSTotxGF1J8BX4dn50fucbWyyBpXkpFyO578MOivWwloCoC2X8upPp/BZsOS1wLlzB+xe6dw1h71ckORfiWj79z/GX4y5DrtJWGouD5vD7c0KPiw6g/PlQyoVQRY1ag0163QKNQSWM40+TLr401r2U6XWvc67zoQFGQhki5VtRL0A/hF8Xkqhrkq/8SLrfKyB4TdM9henqCsnX09K2TXrRUvfiCN0L7PR2FAeEvWrd/uPlL9/ity3xelpiXSBeFeqXwwqgjLPUOR7RgBZXt0y63sZe66W+FNvQke6Y6rQOK1/keutrmPDXFYLs+9R8BquRRYna9rh0e6PzyVBTEbq50bRzfp2qShhyEuqM4bTS665fd5Y8qsxkBKlwOY8zW4I6/a+j8OQiqQib5WtmHWmfbCSR++TGuahbZT6QFiz3d/9/e28TWseS5fuuU13cS48OLTDHjftuuaCpgfCtgQfbV43kQYEwmrmr9IGt4cNo8AayJM9UtwfdpZklW4M3EObyRrKRpa7rmTGCHlii1NoDQ9FiQ8HjlLVvn9s+iFIPm264nLdWRGRmRGTk1/7QTtn/3yGP987cmRmxYsWKtVZEpvxrm1fEhU1DAJV10MtANPr8kBpVf6AqX25l5RINvsqQ3IrK0KaTVzvqOZCEinUXImdOLbsZM/XmQfZ4h46WW5ZcdbkiR01lNuwlM0pX/DvrNetxljt28rTRX1ADldmhMrbm/II2TemDYOtEjGRXAtK4tUi7d7n8U5GmW/dmcvWtqE1L6lO4TXtFyrZL5MlG2k3fQTKjUnb7+AwfF7MYkFMGYsCWOCBYrPTCjLTchOSVhxox1DuyNMZ8V7J/xHopg/qUbV+43NFsBCMZOuf4HB83H6VuMjDOW7atycdTkyG3ZmnlFcvG0Ul2QgruXYjMODo6wUh/eaQ/KueeRB+T4825FVpgB8bP5F02mX1Nsmvnn2jv+Tzt20ZCyaykXqT6IZ9t2ZgYGeyXE/lr+8i6/GyGppanYgd9hts0hE4yLJpvlwDLZfQuj4Z2eys7sJiyA0EK5JLqC6wrK8100J3F2HiDluxxXojatMiGpOyboG1cqt0yyR4X8rh4d0g775fIGfJs25w7nmaPabG2SiBgvS52f0o+l6tbYdlSRDZpm0bzZkUixIYcmM8+pye084rrbd/bGo+LypY/nhb7AlXlFunvmv2WL5XE2qCT82nnnELfsmi8zRvrc3RZzq/SpuEENtuol2cqCRxdwvEVfLg8C3NTtLTmvuVLkmR0dzWpU58Jlj1HbkP6OykAgKtDO/PvpFwWkt0q+2pGAIaGOFD2qzQrIk5S8BXEVxaZ5dmjUXlNuNmj9/Xp1d8AdIsEmc7rhEEpmchvenwFcRUQTQAAionfWtb9W+N6QbJvjVfDuTcAZVBLKuVvD/Q4eCdv9+nueb56EVqqI/su57k5ADKRmQ31Mp7PoZ/1AUmwyN+jCQYoklgwdslZdTJ4MJMCAAAAgMGQWk5rljWabwAAkAWCFAAAAAAAAECtQDQBAAAAAAAAqBUIUgAAAAAAAAC1AkEKAAAAAAAAoFYgSAEAAAAAAADUCgQpAAAAAAAAgFqBIAUAAAAAAABQKxCkAABAr5xfEP7MJKgt0E8Aglxw3wAC24hz87FGIEi5Qqi/aGz+6re/bZ+aHwHQd9q0bema/Vffgzq59raUQ+ScGzin/cK65otu/yZwUvZwHyk6XgL1x+rmaSOWi76mfT1V15Jy6TtSvpr9VeW47TNkUnQ8jaujzhZdQ/6i8rDaoMd7V+0LSn7W7y6+36ONqTV624MT4vRXW5+kbqH9NkoH9W/sfiH1su2JRtqyt7L2lz7YiC8K+evkXvtdog0SnXLbKVuf5LfzD/cupVxDR/qpZzuc/nd6QhvPs3Tc+ovzsnU5HndjQ4b0xxylwvO0af9t/eYK7dp/jl8KvbxvvjD2cf8YM/PsgBZvmS+MCH/ptXxq0srLdZq+pnaXo+Av5CbXNsxt0cGj8n8/1z+/+WSX1u9JzQJyMYTqt9OIzrPIkxvTi1xEweafuoXzy6URo7BE+36b5hFo00Qugrmm+SaE7x0g1Z4RVrta93fvK/Rwb0W6XZ3zC/StfJtq0uXvFa7/2hnNBtpS6URnoZL+p5D6vWpk6kq399D6SrGeKzlR0lf18YaRtW6jo7tVZSfnbRA9tvuS0ZfYLpj2pwr9gZHyHo5X0bMMlH51aKHKX/mWNjme7K1dg3iyUWU7oonYFunjnUiHle5Ttb9QnlXfAj0bKH26d9m+EPydyOU50WqXZZBr7t1YT+ujoyuRrUxsmNvPtF7H/TDQVmXreBnosmfbkOERydnCGRcCvkTBuGH7MbreOWO9ajczZqX8H98mSll3qFHW35Brvxml9UwZp+tml821m/q3nQcBOxqyccreOFJNjfW+3NzxNr9sjtwUrh+WlntyPNVeBuf+eeX36hvuZ9JWhzSZZ28L2ycbuWdVGzKcmZTzTzT6+IAODqJtl4fvTdqLIzhu6FcdbpzkN1s3k+Nt4srE5/L2bIb2X7lZqrFHcoyv2zQ7KtB+s0kNbtjo+rtPOrQTRZvcQDsfubPH9+d7fFwqn2FJnb9FjadRJD9C0+vRfr1tzaU7STb5chPKyEUUSSLaVJ1ur8bXVVtA7qoMa0tET1a4ewUQBZdo2YvEL76Zda/9coUolouUaUc5LvbxznLJzMy1aVq3r80yn/EDgVuL6tjuk3Spy9+bO1coW3q6R5s32ZDb51tyy9W3ojbN1aeEzDb9bGnTnuVcCEr3I8PKctuwHKeo71UO7lTbLqQH3yZr2MdD3Q7nJ3TEvaGaKbqgs4/m4xC4+K5jPvUX6UtJ8Maovpm0UfuFFaAIql/mDJigPCzrBW886D9jtCg2am6fDs19PnVaPIYlbej0QykT/zaxd6bf3q9DixfYkD4hzudU1Zmj8+s0G9t82Xwf6hN1WjLGWb+xg9PAuDHz2tgroWisj8ZU3p+P8QeeJTIsRK49fpgtk4Lx1Kb9Qiee0v6TGVc9PSv0LYvG28pjPdHRh6Tkuq8kxw8s26h9t2QTXyWVyF12fQXZgr4jBwXz7ydoN6XLYzTr+B/DwLUhwwlSro3RWJ7CqkF9gu5YvxkbZ2U51qowdmuQBqxNh69naNJq2JHbE0TvT7Sifd+h1s3RpLPzpzt3m9T5rlyjXnw4Irp7xzp/jCYtg+7AiiRZm3IBClMgt7JIRxH8Oo1cS0otKEfGkYU4IRvaKNw2O3xEfvLvxzPHqPjXVr9rNui6+SplatywfnPtDk00O3TWxZIAcYTIGjSL6PXe7eN9mhm37ibnc0udqPML9K2gTcvqU1abDhIJjNylHJIhuZwpfzo9pP2mKzcbkVtrbrK0DmTRPk4PdAoWd+NuR7WD3Ktxl9vURjJH8fS266Rop0Vn4/aXk9/EAWYU6NubExyLnK1j3iyivr67xdc25VLZvNdLyW+ipELhvfO4oJP3PAjbfcFB+kKTJm57tqCf3OzQnlN+Wx/FoeJ2OHXrmCd3O+jPlatQeG/7GG9VllR4+uRnwSO6GQ965XqjyXqc3e/H7icJKZ0QWrUc2ny5FNkYdfzFtttutr6m+qHeVLsV2BAh1eb+tfne7jJEXw5RMqJFne/VjnLweOn2EglKmtT4xnwt4tooNVrRGGSwxtsyY30ZsoOEAlRyYpXoOcvM6wf542mCtL34T8HEk4yrgeRSkW9ZNN4WlU31Ba//Ob5FWdgWbXCQsWrXTfR1LpAw8xE7JrPTGTOqjv9RA+rxTIpyxFZoNqXIerBNr1l1UYrxoPwUdpRVdre08VDG0R8obk3SzOudJMIXZeEBodX5pL8HjV4gI6B+l5c9CUf65SgntyyiiD2cVU4coA1adbNKXCeJzp2O42NmLJysTow1IMnUn/UbNbhaGQkJhjZbFQ27wO0lmZC0rmVTeO+4zZdov7VJ8+pzum213mUN1hn6FlPQpgX6lN+mPWI7s7k6fXkUDaoStDUb0ZDcLeJUN2g0Y1AYFWP/XZsd8wZNOkE7t6UMEtIPou1Zgzbf6LbXbaVnO+2sWjzQR1nMeNuiGcvhiGYj4uMv3VnNUEYuHjjtGUWZ8Yh+58x82Oe7986nwJE6P6MOZcuzL7wmmozLLjL2A/oWbb4iWrXqqOXO/fO5LEtL9rtZUu1sullQL4uZc29lU+wMrBwvPUMv+uRmUEMzwgoZv7wEUb9RzqGVeBm5t87l6dBSln1gnVpV2du3tPe0QQuWjepNLprWx4bVnl5fEd8hbjNpE1leo9ut0DFnm6uWfsXXTq9cKNa3ZPVEZUeeSXwZWaLjz1bsG5mbzRlbJFu9QJ2H0XE+PzUm54z1Jei8ET1g+fsObzxe2lto3NCy2W3sBMfF3PH0mH0RlWixZocsVLBRwv5n+pYF421W2VRfkPqYeotc/Xa3E1NZ9VMzMl65RF85znSD+pTcDmlbJa3SicwYFVh12FoPD9uG1CBI4Y4ga5Ifh5xWiVLzM2uqMlVmGxhRFNuw6M3PrOsZknTWz+vcz4kW7AEhcsKdLTDVKYNFXpYmkEEvT7HcukdPxYnBnXg/nzjNBdF5ORKDvcWt6nQwkeuDjgkApHMvKCeuKulMSAmK7h23OQ+Asu43o80lQ9HMzN5n6VtEQZsW6dMgsZ3ZkK4PnWSw7eXh5cqwsW+8X2Iny2tzyXj5DoSsI67kPFoBvbM2XZzlEn3fchSysu7ZZN27GomD5c04DBIrW5xF0CkRe9ziACZ26niTwb4VDeZiu7aIjIMRTCbk3FuCZrfvj9DozZIznxLcVen7cZn7iJWoUA6tN57GY+7LCToSGXrO08i9BWo83eTgetY5rye5RBTMAJS7VtqGiAPrJmj0MwPO9UroWy/Ecn1GbE8shza1HEyWc1nJVVUfCWz0cVlas5SyjRljfSnYDf44wWMhB2bOMjSmrI8ksJ1SzwQFkrV54+k+t4MkgaRe3S5dyvUtC8bbrLLJNXX/4Dq/lBnEecv2XdD1+65cwuVPr76IaD3dIYofpQgE9K9ZZyUoDy7Vt+lulUpPZNiQIQcp0lEy1isaQzr2SB/TUaLb3aXBw+vqekU3kBgApaCpJV5R5+WNnXJKGdJ89KwLX0M59Nqp8LOLajlKF9OrZeTWH/SgHK3HVOW1HS81gMusQtbMQT5jj6SD2UaVsYzb+j0Re7ijZqOXm3Q1vdrjvdXAJVlopauSUbYzxgX6VtCmZfTpS0MNEnEWzfRXa0ZBZsdSGb7KXKdGbqCcEXh+06BmHMxaW9kAXxICU/JganSuZGjNMUX+DKNaoiIzldF9C9eVWxTeOw8JtFvxGuzIwZLn7hSSwUtlmmuCLI9Rz7FF9Y422xlPxoVVHmbFDlZx7Co53j5lAw8V0AzAcbYSFbmztWIDpR+mMty6L4Vsc09yKWDskYxh88Y5kqVJyVKzIhsiS3fkmYBEF0rUf1Dw+OQ8y5haDibyTeyCLKuzlzzL7GpqFijGHevL0aQVlXjmcx9nPcOZh0mEKDuV9g/zx1OZ0dR10+27kZrxGLnRMJ/C5PmWReNtdtnatGevNDF9IZmNZWl59RQdi1fpRKhliOk+rOrkLPcKPIrA/VT5GKwv0t7JGylt0vK8FDJsyPCCFDXYyRsfAtOcqcFKnEtysoMy0Ko3E5Qd2EvjDqRCap2hjSwfyohqQ7iGj8mYMelqOUoJuZUhynD62c2L07bpTAa1PEMTZ3SiTYy5csTcjJpudzY+/jQkX9vdIx3FfAygH8BNZyr0GuGsaVi5Zu8OfNa9s0g5xGrtaHR+gb4VtGlZfcpq00HjGFg1gxBAnHbzMUTRgBLEyC0ziyaZMA6iHSPNuvm2knwkq5vvVMeBp42Uzc8uptAZ4xAqIeAMRnZf0ec5656j58AU+rkPOzOplrV4ZMk8/97FqL6Q6ezoQdV/fqH97hJnvzKRfpqXlXX/xoC0uyy5SjkYGaSD5vDzOcF2UQGUq4fRM2gpUgm3QSPOpueges8b5lFGLqVsTAbtF9oHCTlHRTZEbK/9cpduyR+zsuDx0rMfTpv746maCUz8FPltXvCXN9ZXhp1x9+UIBdiJkECQkD+e+siD4BQvpY3hMSfruYs837JovM0tm8gwN5ngt2n4GT5lr0N9WMY0J/jP9//sZ8EcBpXI6JIfm38vGVnipR/mbD2c4uHaEL8iT0fuano1OiRvMTCKIA6XfhXbEk2pfzXxW7BEye2HRc094uMFSBZ/Ym2epp6aHRLhRef515aMwcv1jA4SQKLnZ3qphUafH1Kj6hn/fLmVlUtk7JQRuxWVoU0nr3bUsxgJFesuRA6TWtoyZurNA9nxDh0ttyy56nJFzpDKbNjLUpSu+HfW68JZq3TGKHakbEIZAhlI7dcGmraXdmcjWe7egmRXAvsly3WXrzEVabpkZJPf5epbUZuW1Kdwmw4WWcIxM2X10bkVWmkGhjrltM/H8nHfWMKI8V1OrlOuH4vcdolsuTJyrr6yZEZFrvbxGT4uJru8RsugtMQBwWKll3mk21Tw6y2DyI4sjTHfI31MyVXKHc1GMJI9dOUu77KL0IP2vGV3m3w8FSTemqWVVyyb+ObmbXgF9y5EZiQdfWWkPz3SH5VzT9JXkuNN1psFmWkM9ufLI9VPBdMm8sbKvefztG8bMCWzknqRshF8tmX/YoJ9gXX52QxNLU/FDvoMt2kInQBZNN8uAXmT510eqe32VjZqMWWjghTIpbSNyWBsvEFLtg8iRG1aZENStlfQ9jfVbpmUGbPSXLw7pJ33S+QMx1JuZT+yx9NIGzN1WdnV4rFeHPnkdbj7Wv6x/5ZGOcQP52n7RgnbLXI9mDZfAhSMpz6RjqzZf7JBjTkbdHI+7bRVoW9ZNN7mlS1HX1SrZbVpQF7hBDbbgZdnKgkcXcLxFXy4PAtz3I5r7qvR9Z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Metrics
Metrics interface opens a separate application called Ganglia UI.
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)
Apps
Apps gives an option to configure R studio
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)
PowerBI provides a handful of features for building robust data models. Here are a few concepts to begin modeling data in PowerBI :
Fact tables & Dimensions tables:
In its simplest form, a data model design will consist of the following:
Fact table:
Also known as primary table. This table contains numeric data which we want to aggregate and analyze. It’s the primary table in a schema and has foreign keys to link it with dimension tables/
Dimension tables:
Also known as a lookup table. This table contains descriptive data. This descriptive data is primarily text data used to slice and dice the data available in primary tables.
Measures in PowerBI :
Measure In Power BI is an expression which outputs a scalar value. There are two classifications of measures in PowerBI
Implicit Measures:
Any column value can be summarized by a report visualization. This is referred to as an implicit measure. In other words, it’s the default summarization available for which you do not have to write a DAX query.
Explicit Measures:
Explicit measures on the other hand are those which require DAX calculation to query the underlying data model.
Generally, dimension tables contain a relatively small number of rows. Fact tables on the other hand can contain very large numbers of rows and continue to grow over time.
Relationships:
Once you have imported some data, the next step is to build a relationship between the tables. Relationship can be defined by either
1. Going to the Model view from Left Side Ribbon
![](data:image/png;base64,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)
2. Or, from Modeling -> Manage relationships
![](data:image/png;base64,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)
Purpose of Relationship:
Relationships decide how the filters applied on one column of the table will propagate to the other model tables. If a table is disconnected (does not have any relation to other tables), any filter applied on other tables will not propagate to the disconnected table. There are certain attributes of relations that determine the propagation of filters.
Relationship Keys:
The column on the basis of which relationship is established determines the link for propagating filters. To build a relationship, you need to determine which column will be the primary key and which one will be foreign key. Once the columns are determined, you can drag and drop the columns from either of the tables. PowerBI will prompt a dialog pop-up to confirm the keys.
![](data:image/png;base64,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)
In this example, we are creating a relationship between Date & Week Start Date.
Relationship Cardinality:
Cardinality defines what type of relationship exists between the tables; it can be:
1 to 1:
The column of the table on both sides has only one instance of the value.
1 to Many:
The column of the table on one side of the relationship is usually dimension table. It has only one instance of a value. This usually is the primary key. The table on many sides is usually a fact table and can have many instances of value.
Many to 1:
Many to one is inverse of the above with same logic. Just the direction is reversed.
Many to Many:
Many to Many relationships remove the need for unique values in tables. It removes the need to create bridging tables for establishing relationships.
In powerBi , it appears like this:
Relationship Direction:
Under the heading cross-filter direction, powerBI allows you to configure two types of directions
![](data:image/png;base64,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)
Single Cross Filter Direction:
Single cross filter direction would mean that relationship will only propagate in single direction. E.g., if a single cross filter direction is chosen in a 1 to Many relationships, filter will only execute when we filter from 1 side of the table.
Double Cross Filter Direction:
A double cross filter, as the name suggests, propagates filters from both directions. E.g., if a double cross filter direction is selected in a 1 to Many relationships, filter will execute from 1 side of the table as well as from the many sides of the table.
Cross filter options vary by cardinality. The following combinations are possible in PowerBI
Cardinality type |
Cross filter options |
One-to-many (or Many-to-one) |
Single
Both |
One-to-one |
Both |
Many-to-many |
Single (Table1 to Table2)
Single (Table2 to Table1)
Both |
PowerBI can support any schema arrangement. Here I cover the two most used ones
Commonly Used Schemas
Commonly used schemas in in PowerBI are:
Star Schema:
A star schema has a single FACT table which connects to multiple DIMENSION tables.
Cardinality: The cardinality between DIMENSION and FACT table in a star schema is 1 to Many.
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)
Snowflake Schema:
Snowflake schema is a variant of STAR schema in which you have dimension tables that are related to other dimension tables in a chain. When possible, you should flatten these dimension tables to create a single table.
Cardinality: The cardinality between DIMENSION and FACT table in a snowflake schema is 1 to Many.
Comparison between Star & Snowflake Schema
Star Schema |
Snowflake Schema |
Simplest data model |
Relative Complex model |
Hierarchies for the dimensions are stored in the dimensional table. |
Hierarchies are divided into separate tables. |
It contains a fact table surrounded by dimension tables. |
It also contains one fact table surrounded by dimension tables. However, these dimension tables are in turn surrounded by other dimension tables. |
Only a single join creates the relationship between the fact table and any dimension tables. |
A snowflake schema requires joins to fetch the data. |
Denormalized Data structure |
Normalized Data Structure. |
Data redundancy is high |
Data redundancy is low |