diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 000000000..9815863ff Binary files /dev/null and b/.DS_Store differ diff --git a/apps/.DS_Store b/apps/.DS_Store new file mode 100644 index 000000000..9ee498105 Binary files /dev/null and b/apps/.DS_Store differ diff --git a/apps/dash-live-model-training/.gitignore b/apps/dash-live-model-training/.gitignore new file mode 100644 index 000000000..c98b9ad60 --- /dev/null +++ b/apps/dash-live-model-training/.gitignore @@ -0,0 +1,7 @@ +.idea/* +run_log.csv +*.pyc +cifar10/.idea/* +*.gz +.vscode +venv diff --git a/apps/dash-live-model-training/Procfile b/apps/dash-live-model-training/Procfile new file mode 100644 index 000000000..776a73151 --- /dev/null +++ b/apps/dash-live-model-training/Procfile @@ -0,0 +1 @@ +web: gunicorn --pythonpath apps/dash-live-model-training app:server \ No newline at end of file diff --git a/apps/dash-live-model-training/README.md b/apps/dash-live-model-training/README.md new file mode 100644 index 000000000..c3dcbee4b --- /dev/null +++ b/apps/dash-live-model-training/README.md @@ -0,0 +1,93 @@ +# Dash Live Model Training Viewer + +![GitHub](https://img.shields.io/github/license/mashape/apistatus.svg) +[![GitHub stars](https://img.shields.io/github/stars/plotly/dash-live-model-training.svg)](https://github.com/plotly/dash-live-model-training/stargazers) + +This is a demo of the Dash interactive Python framework developed by [Plotly](https://plot.ly/). + +Dash abstracts away all of the technologies and protocols required to build an interactive web-based application and is a simple and effective way to bind a user interface around your Python code. To learn more check out our [documentation](https://plot.ly/dash). + +Try out the [demo app here](https://dash-gallery.plotly.host/dash-live-model-training/). + +![animated1](images/animated.gif) + +## Getting Started + +### Using the demo + +To use the demo, simply choose the model and dataset for which you want to replay the training, **using the two dropdown menus at the top of the page**. For every dataset, we trained a simple 1-layer Neural Network, and a small Convolutional Neural Network that were taken from the official [Tensorflow](https://www.tensorflow.org/tutorials/layers) and [Keras](https://github.com/keras-team/keras/blob/master/examples/cifar10_cnn.py) tutorials. + +### Running the app locally + +First create a virtual environment with conda or venv inside a temp folder, then activate it. + +``` +virtualenv dash-live-model-training-venv + +# Windows +dash-live-model-training-venv\Scripts\activate +# Or Linux +source dash-live-model-training-venv/bin/activate +``` + +Clone the git repo, then install the requirements with pip + +``` +git clone https://github.com/plotly/dash-sample-apps.git +cd dash-sample-apps/apps/dash-live-model-training +pip install -r requirements.txt +``` + +Run the app + +``` +python app.py +``` + +### How to use the app + +The demo app shows how the viewer works by simulating the training process of a few basic models. If you want to use the full app with your own model, follow theses steps: + +1. Import the helper functions, `add_eval()` and `write_data()` from `tfutils.py`. +2. Use `add_eval()` to add the accuracy and cross-entropy operations in your tensorflow graph, if they are not already present. It takes as input `y_`, the Tensor containing the true target, aka labels, and `y`, which contains the predicted targets, aka logits. It will return two variables, accuracy and cross_entropy. +3. Create a feed dictionary ([read more about it here](https://www.tensorflow.org/versions/r1.0/programmers_guide/reading_data)) for both your training and validation batch. +4. At every step, after running the session once, call `write_data()` to write the data in the log file. Use the feed dicts, _accuracy_ and _cross_entropy_ generated in the previous steps as input. If the output log file is renamed, update the _LOGFILE_ variable inside `app.py` as well to reflect the changes. +5. Run `app.py`, and open the given link. + +Make sure that you correctly clone the repo with all the required libraries. You also need the latest version of Tensorflow and Sci-kit Learn. + +## About the app + +### What does the app do? + +For the majority of Deep Learning models, it is extremely helpful to keep track of the accuracy and loss as it is training. At the moment, the best application to do that is [Tensorboard](https://www.tensorflow.org/programmers_guide/summaries_and_tensorboard), which is a collection of visualization tools (metrics plots, image examples, graph representation, weight histogram, etc.) useful to debug and monitor the training of your model. + +_Dash's Live Model Training Viewer_ is a compact visualization app that monitors core metrics of your **Tensorflow model** during training. It complements the Tensorboard by offering the following: + +- **Real-time visualization**: The app is designed to visualize your metrics as they are updated inside your model. +- **Small and Lightweight**: The viewer loads a small number of important visualization, so that it loads and runs quickly. +- **Simple to use**: For simpler tensorflow models, all you need to do is to call `add_eval` to add the accuracy and cross entropy operations in the graph, and generate a log of the metrics using `write_data`. Both functions are inside `tfutils.py`, and examples are included in the `examples` directory. +- **Easy to modify**: The app is stored inside one module, and is written in under 400 lines. You can quickly modify and improve the app without breaking anything. +- **Plotly Graphs and Dash Integration**: Easily integrate the app into more complex Dash Apps, and includes all the tools found in Plotly graphs. + +![flowchart](images/flowchart.png) + +At the moment, the logging only works for iterative Tensorflow models. We are planning to extend it for PyTorch. You are encouraged to port the logging function (which is a simple csv logging) to Keras, Tensorflow's high-level API, MXNet, etc. + +## Built With + +- [Dash](https://dash.plot.ly/) - Main server and interactive components +- [Plotly Python](https://plot.ly/python/) - Used to create the interactive plots + +## Authors + +- **Celine Huang** [@celinehuang](https://github.com/celinehuang) +- **Xing Han Lu** - _Initial Work_ - [@xhlulu](https://github.com/xhlulu) + +See also the list of [contributors](https://github.com/your/project/contributors) who participated in this project. + +## Screenshots + +![screenshot1](images/screenshot1.png) + +![screenshot2](images/screenshot2.png) diff --git a/apps/dash-live-model-training/app.py b/apps/dash-live-model-training/app.py new file mode 100644 index 000000000..c41637dd8 --- /dev/null +++ b/apps/dash-live-model-training/app.py @@ -0,0 +1,560 @@ +import dash +import pathlib +import dash_core_components as dcc +import dash_html_components as html +import pandas as pd +import plotly.graph_objs as go +from dash.dependencies import Input, Output +from plotly import tools + +from demo_utils import demo_callbacks, demo_explanation + +# get relative data folder +DATA_PATH = pathlib.Path(__file__).parent.joinpath("data").resolve() + +LOGFILE = "examples/run_log.csv" + +# app = dash.Dash(__name__) +app = dash.Dash( + __name__, meta_tags=[{"name": "viewport", "content": "width=device-width"}] +) + +server = app.server +demo_mode = True + + +def div_graph(name): + # Generates an html Div containing graph and control options for smoothing and display, given the name + return html.Div( + className="row", + children=[ + html.Div( + className="two columns", + style={"padding-bottom": "5%"}, + children=[ + html.Div( + [ + html.Div( + className="graph-checkbox-smoothing", + children=["Smoothing:"], + ), + dcc.Checklist( + options=[ + {"label": " Training", "value": "train"}, + {"label": " Validation", "value": "val"}, + ], + value=[], + id=f"checklist-smoothing-options-{name}", + className="checklist-smoothing", + ), + ], + style={"margin-top": "10px"}, + ), + html.Div( + [ + dcc.Slider( + min=0, + max=1, + step=0.05, + marks={i / 5: str(i / 5) for i in range(0, 6)}, + value=0.6, + updatemode="drag", + id=f"slider-smoothing-{name}", + ) + ], + style={"margin-bottom": "40px"}, + className="slider-smoothing", + ), + html.Div( + [ + html.P( + "Plot Display Mode:", + style={"font-weight": "bold", "margin-bottom": "0px"}, + className="plot-display-text", + ), + html.Div( + [ + dcc.RadioItems( + options=[ + { + "label": " Overlapping", + "value": "overlap", + }, + { + "label": " Separate (Vertical)", + "value": "separate_vertical", + }, + { + "label": " Separate (Horizontal)", + "value": "separate_horizontal", + }, + ], + value="overlap", + id=f"radio-display-mode-{name}", + labelStyle={"verticalAlign": "middle"}, + className="plot-display-radio-items", + ) + ], + className="radio-item-div", + ), + html.Div(id=f"div-current-{name}-value"), + ], + className="entropy-div", + ), + ], + ), + html.Div(id=f"div-{name}-graph", className="ten columns"), + ], + ) + + +app.layout = html.Div( + style={"height": "100%"}, + children=[ + # Banner display + html.Div( + [ + html.H2( + "Live Model Training Viewer", + id="title", + className="eight columns", + style={"margin-left": "3%"}, + ), + html.Button( + id="learn-more-button", + className="two columns", + children=["Learn More"], + ), + html.Img( + src=app.get_asset_url("dash-logo.png"), + className="two columns", + id="plotly-logo", + ), + ], + className="banner row", + ), + html.Div(html.Div(id="demo-explanation", children=[])), + html.Div( + className="container", + style={"padding": "35px 25px"}, + children=[ + dcc.Store(id="storage-simulated-run", storage_type="memory"), + # Increment the simulation step count at a fixed time interval + dcc.Interval( + id="interval-simulated-step", + interval=125, # Updates every 100 milliseconds, i.e. every step takes 25 ms + n_intervals=0, + ), + html.Div( + className="row", + style={"margin": "8px 0px"}, + children=[ + html.Div( + className="twelve columns", + children=[ + html.Div( + className="eight columns", + children=[ + html.Div( + dcc.Dropdown( + id="dropdown-demo-dataset", + options=[ + { + "label": "CIFAR 10", + "value": "cifar", + }, + { + "label": "MNIST", + "value": "mnist", + }, + { + "label": "Fashion MNIST", + "value": "fashion", + }, + ], + value="mnist", + placeholder="Select a demo dataset", + searchable=False, + ), + className="six columns dropdown-box-first", + ), + html.Div( + dcc.Dropdown( + id="dropdown-simulation-model", + options=[ + { + "label": "1-Layer Neural Net", + "value": "softmax", + }, + { + "label": "Simple Conv Net", + "value": "cnn", + }, + ], + value="cnn", + placeholder="Select Model to Simulate", + searchable=False, + ), + className="six columns dropdown-box-second", + ), + html.Div( + dcc.Dropdown( + id="dropdown-interval-control", + options=[ + { + "label": "No Updates", + "value": "no", + }, + { + "label": "Slow Updates", + "value": "slow", + }, + { + "label": "Regular Updates", + "value": "regular", + }, + { + "label": "Fast Updates", + "value": "fast", + }, + ], + value="regular", + className="twelve columns dropdown-box-third", + clearable=False, + searchable=False, + ) + ), + ], + ), + html.Div( + className="four columns", + id="div-interval-control", + children=[ + html.Div( + id="div-total-step-count", + className="twelve columns", + ), + html.Div( + id="div-step-display", + className="twelve columns", + ), + ], + ), + ], + ) + ], + ), + dcc.Interval(id="interval-log-update", n_intervals=0), + dcc.Store(id="run-log-storage", storage_type="memory"), + ], + ), + html.Div(className="container", children=[div_graph("accuracy")]), + html.Div( + className="container", + style={"margin-bottom": "30px"}, + children=[div_graph("cross-entropy")], + ), + ], +) + + +def update_graph( + graph_id, + graph_title, + y_train_index, + y_val_index, + run_log_json, + display_mode, + checklist_smoothing_options, + slider_smoothing, + yaxis_title, +): + """ + :param graph_id: ID for Dash callbacks + :param graph_title: Displayed on layout + :param y_train_index: name of column index for y train we want to retrieve + :param y_val_index: name of column index for y val we want to retrieve + :param run_log_json: the json file containing the data + :param display_mode: 'separate' or 'overlap' + :param checklist_smoothing_options: 'train' or 'val' + :param slider_smoothing: value between 0 and 1, at interval of 0.05 + :return: dcc Graph object containing the updated figures + """ + + def smooth(scalars, weight=0.6): + last = scalars[0] + smoothed = list() + for point in scalars: + smoothed_val = last * weight + (1 - weight) * point + smoothed.append(smoothed_val) + last = smoothed_val + return smoothed + + if run_log_json: + layout = go.Layout( + title=graph_title, + margin=go.layout.Margin(l=50, r=50, b=50, t=50), + yaxis={"title": yaxis_title}, + ) + + run_log_df = pd.read_json(run_log_json, orient="split") + + step = run_log_df["step"] + y_train = run_log_df[y_train_index] + y_val = run_log_df[y_val_index] + + # Apply Smoothing if needed + if "train" in checklist_smoothing_options: + y_train = smooth(y_train, weight=slider_smoothing) + + if "val" in checklist_smoothing_options: + y_val = smooth(y_val, weight=slider_smoothing) + + # line charts + trace_train = go.Scatter( + x=step, + y=y_train, + mode="lines", + name="Training", + line=dict(color="rgb(54, 218, 170)"), + showlegend=False, + ) + + trace_val = go.Scatter( + x=step, + y=y_val, + mode="lines", + name="Validation", + line=dict(color="rgb(246, 236, 145)"), + showlegend=False, + ) + + if display_mode == "separate_vertical": + figure = tools.make_subplots(rows=2, cols=1, print_grid=False) + + figure.append_trace(trace_train, 1, 1) + figure.append_trace(trace_val, 2, 1) + + figure["layout"].update( + title=layout.title, + margin=layout.margin, + scene={"domain": {"x": (0.0, 0.5), "y": (0.5, 1)}}, + ) + + figure["layout"]["yaxis1"].update(title=yaxis_title) + figure["layout"]["yaxis2"].update(title=yaxis_title) + + elif display_mode == "separate_horizontal": + figure = tools.make_subplots( + rows=1, cols=2, print_grid=False, shared_xaxes=True + ) + + figure.append_trace(trace_train, 1, 1) + figure.append_trace(trace_val, 1, 2) + + figure["layout"].update(title=layout.title, margin=layout.margin) + figure["layout"]["yaxis1"].update(title=yaxis_title) + figure["layout"]["yaxis2"].update(title=yaxis_title) + + elif display_mode == "overlap": + figure = go.Figure(data=[trace_train, trace_val], layout=layout) + + else: + figure = None + + return dcc.Graph(figure=figure, id=graph_id) + + return dcc.Graph(id=graph_id) + + +demo_callbacks(app, demo_mode) + + +@app.callback( + [Output("demo-explanation", "children"), Output("learn-more-button", "children")], + [Input("learn-more-button", "n_clicks")], +) +def learn_more(n_clicks): + if n_clicks == None: + n_clicks = 0 + if (n_clicks % 2) == 1: + n_clicks += 1 + return ( + html.Div( + className="container", + style={"margin-bottom": "30px"}, + children=[demo_explanation(demo_mode)], + ), + "Close", + ) + + n_clicks += 1 + return (html.Div(), "Learn More") + + +@app.callback( + Output("interval-log-update", "interval"), + [Input("dropdown-interval-control", "value")], +) +def update_interval_log_update(interval_rate): + if interval_rate == "fast": + return 500 + + elif interval_rate == "regular": + return 1000 + + elif interval_rate == "slow": + return 5 * 1000 + + # Refreshes every 24 hours + elif interval_rate == "no": + return 24 * 60 * 60 * 1000 + + +if not demo_mode: + + @app.callback( + Output("run-log-storage", "data"), [Input("interval-log-update", "n_intervals")] + ) + def get_run_log(_): + names = [ + "step", + "train accuracy", + "val accuracy", + "train cross entropy", + "val cross entropy", + ] + + try: + run_log_df = pd.read_csv(DATA_PATH.joinpath(LOGFILE), names=names) + json = run_log_df.to_json(orient="split") + except FileNotFoundError as error: + print(error) + print( + "Please verify if the csv file generated by your model is placed in the correct directory." + ) + return None + + return json + + +@app.callback( + Output("div-step-display", "children"), [Input("run-log-storage", "data")] +) +def update_div_step_display(run_log_json): + if run_log_json: + run_log_df = pd.read_json(run_log_json, orient="split") + return html.H6( + f"Step: {run_log_df['step'].iloc[-1]}", + style={"margin-top": "3px", "float": "right"}, + ) + + +@app.callback( + Output("div-accuracy-graph", "children"), + [ + Input("run-log-storage", "data"), + Input("radio-display-mode-accuracy", "value"), + Input("checklist-smoothing-options-accuracy", "value"), + Input("slider-smoothing-accuracy", "value"), + ], +) +def update_accuracy_graph( + run_log_json, display_mode, checklist_smoothing_options, slider_smoothing +): + graph = update_graph( + "accuracy-graph", + "Prediction Accuracy", + "train accuracy", + "val accuracy", + run_log_json, + display_mode, + checklist_smoothing_options, + slider_smoothing, + "Accuracy", + ) + + try: + if display_mode in ["separate_horizontal", "overlap"]: + graph.figure.layout.yaxis["range"] = [0, 1.3] + graph.figure.layout.yaxis2["range"] = [0, 1.3] + else: + graph.figure.layout.yaxis1["range"] = [0, 1.3] + graph.figure.layout.yaxis2["range"] = [0, 1.3] + + except AttributeError: + pass + + return [graph] + + +@app.callback( + Output("div-cross-entropy-graph", "children"), + [ + Input("run-log-storage", "data"), + Input("radio-display-mode-cross-entropy", "value"), + Input("checklist-smoothing-options-cross-entropy", "value"), + Input("slider-smoothing-cross-entropy", "value"), + ], +) +def update_cross_entropy_graph( + run_log_json, display_mode, checklist_smoothing_options, slider_smoothing +): + graph = update_graph( + "cross-entropy-graph", + "Cross Entropy Loss", + "train cross entropy", + "val cross entropy", + run_log_json, + display_mode, + checklist_smoothing_options, + slider_smoothing, + "Loss", + ) + return [graph] + + +@app.callback( + Output("div-current-accuracy-value", "children"), [Input("run-log-storage", "data")] +) +def update_div_current_accuracy_value(run_log_json): + if run_log_json: + run_log_df = pd.read_json(run_log_json, orient="split") + return [ + html.P( + "Current Accuracy:", + style={ + "font-weight": "bold", + "margin-top": "15px", + "margin-bottom": "0px", + }, + ), + html.Div(f"Training: {run_log_df['train accuracy'].iloc[-1]:.4f}"), + html.Div(f"Validation: {run_log_df['val accuracy'].iloc[-1]:.4f}"), + ] + + +@app.callback( + Output("div-current-cross-entropy-value", "children"), + [Input("run-log-storage", "data")], +) +def update_div_current_cross_entropy_value(run_log_json): + if run_log_json: + run_log_df = pd.read_json(run_log_json, orient="split") + return [ + html.P( + "Current Loss:", + style={ + "font-weight": "bold", + "margin-top": "15px", + "margin-bottom": "0px", + }, + ), + html.Div(f"Training: {run_log_df['train cross entropy'].iloc[-1]:.4f}"), + html.Div(f"Validation: {run_log_df['val cross entropy'].iloc[-1]:.4f}"), + ] + + +# Running the server +if __name__ == "__main__": + app.run_server(debug=True) diff --git a/apps/dash-live-model-training/assets/base.css b/apps/dash-live-model-training/assets/base.css new file mode 100644 index 000000000..1be444f16 --- /dev/null +++ b/apps/dash-live-model-training/assets/base.css @@ -0,0 +1,571 @@ +/* +Gist: https://gist.github.com/xhlulu/0acba79000a3fd1e6f552ed82edb8a64/ +Production: https://cdn.rawgit.com/xhlulu/0acba79000a3fd1e6f552ed82edb8a64/raw/dash_template.css +Development: https://rawgit.com/xhlulu/0acba79000a3fd1e6f552ed82edb8a64/raw/dash_template.css +*/ + +/* Table of contents +–––––––––––––––––––––––––––––––––––––––––––––––––– +- Banner +- Grid +- Base Styles +- Typography +- Links +- Buttons +- Forms +- Lists +- Code +- Tables +- Spacing +- Utilities +- Clearing +- Media Queries +*/ + +/* Banner +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +.banner { + height: 75px; + background-color: #191e27; + padding: 0px; + margin: auto; +} + +.banner h2 { + color: #e6ecf4; + margin-left: 1.5%; + display: inline-block; + font-family: "Raleway Medium", sans-serif; + font-size: 30px; +} + +.banner img { + padding: 0px 15px; + margin-top: 20px; + margin-bottom: 15px; +} + +/* Grid +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +.container { + position: relative; + background-color: white; + border-radius: 2px 2px 5px 5px; + font-size: 1.5rem; + margin-left: auto; + margin-right: auto; + color: #6b6b6b; + margin-top: 30px; + padding: 45px; + width: 90%; + max-width: none; + box-sizing: border-box; + height: auto; +} + +.column, +.columns { + width: 100%; + float: left; + box-sizing: border-box; +} + +/* For devices larger than 1000px i.e. Larger than desktop */ +@media (min-width: 1000px) { + .column, + .columns { + margin-left: 0.5%; + } + .column:first-child, + .columns:first-child { + margin-left: 0; + } + + .one.column, + .one.columns { + width: 8%; + } + .two.columns { + width: 16.25%; + } + .three.columns { + width: 22%; + } + .four.columns { + width: 33%; + } + .five.columns { + width: 39.3333333333%; + } + .six.columns { + width: 49.75%; + } + .seven.columns { + width: 56.6666666667%; + } + .eight.columns { + width: 66.5%; + } + .nine.columns { + width: 74%; + } + .ten.columns { + width: 82.6666666667%; + } + .eleven.columns { + width: 91.5%; + } + .twelve.columns { + width: 100%; + margin-left: 0; + } + + .one-third.column { + width: 30.6666666667%; + } + .two-thirds.column { + width: 65.3333333333%; + } + + .one-half.column { + width: 48%; + } + + /* Offsets */ + .offset-by-one.column, + .offset-by-one.columns { + margin-left: 8.66666666667%; + } + .offset-by-two.column, + .offset-by-two.columns { + margin-left: 17.3333333333%; + } + .offset-by-three.column, + .offset-by-three.columns { + margin-left: 26%; + } + .offset-by-four.column, + .offset-by-four.columns { + margin-left: 34.6666666667%; + } + .offset-by-five.column, + .offset-by-five.columns { + margin-left: 43.3333333333%; + } + .offset-by-six.column, + .offset-by-six.columns { + margin-left: 52%; + } + .offset-by-seven.column, + .offset-by-seven.columns { + margin-left: 60.6666666667%; + } + .offset-by-eight.column, + .offset-by-eight.columns { + margin-left: 69.3333333333%; + } + .offset-by-nine.column, + .offset-by-nine.columns { + margin-left: 78%; + } + .offset-by-ten.column, + .offset-by-ten.columns { + margin-left: 86.6666666667%; + } + .offset-by-eleven.column, + .offset-by-eleven.columns { + margin-left: 95.3333333333%; + } + + .offset-by-one-third.column, + .offset-by-one-third.columns { + margin-left: 34.6666666667%; + } + .offset-by-two-thirds.column, + .offset-by-two-thirds.columns { + margin-left: 69.3333333333%; + } + + .offset-by-one-half.column, + .offset-by-one-half.columns { + margin-left: 52%; + } +} + +/* Base Styles +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +/* NOTE +html is set to 62.5% so that all the REM measurements throughout Skeleton +are based on 10px sizing. So basically 1.5rem = 15px :) */ +html { + font-size: 62.5%; +} +body { + font-size: 1.5em; /* currently ems cause chrome bug misinterpreting rems on body element */ + line-height: 1.6; + font-weight: 400; + font-family: "Raleway Semi Bold", sans-serif; + color: #222; +} + +/* Typography +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +h1, +h2, +h3, +h4, +h5, +h6 { + margin-top: 0; + margin-bottom: 0; + font-weight: 300; +} +h1 { + font-size: 4.5rem; + line-height: 1.2; + letter-spacing: -0.1rem; + margin-bottom: 2rem; +} +h2 { + font-size: 3.6rem; + line-height: 1.25; + letter-spacing: -0.1rem; + margin-bottom: 1.8rem; + margin-top: 1.8rem; +} +h3 { + font-size: 3rem; + line-height: 1.3; + letter-spacing: -0.1rem; + margin-bottom: 1.5rem; + margin-top: 1.5rem; +} +h4 { + font-size: 2.6rem; + line-height: 1.35; + letter-spacing: -0.08rem; + margin-bottom: 1.2rem; + margin-top: 1.2rem; +} +h5 { + font-size: 2.2rem; + line-height: 1.5; + letter-spacing: -0.05rem; + margin-bottom: 0.6rem; + margin-top: 0.6rem; +} +h6 { + font-size: 1.75rem; + line-height: 1.6; + letter-spacing: 0; + margin-bottom: 0.75rem; + margin-top: 0.75rem; +} + +p { + margin-top: 0; +} + +/* Blockquotes +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +blockquote { + border-left: 4px lightgrey solid; + padding-left: 1rem; + margin-top: 2rem; + margin-bottom: 2rem; + margin-left: 0rem; +} + +/* Links +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +a { + color: #1eaedb; +} +a:hover { + color: #0fa0ce; +} + +/* Buttons +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +.button, +button, +input[type="submit"], +input[type="reset"], +input[type="button"] { + display: inline-block; + height: 38px; + padding: 0 30px; + color: #555; + text-align: center; + font-size: 11px; + font-weight: 600; + line-height: 38px; + letter-spacing: 0.1rem; + text-transform: uppercase; + text-decoration: none; + white-space: nowrap; + background-color: transparent; + border-radius: 4px; + border: 1px solid #bbb; + cursor: pointer; + box-sizing: border-box; +} +.button:hover, +button:hover, +input[type="submit"]:hover, +input[type="reset"]:hover, +input[type="button"]:hover, +.button:focus, +button:focus, +input[type="submit"]:focus, +input[type="reset"]:focus, +input[type="button"]:focus { + color: #333; + border-color: #888; + outline: 0; +} +.button.button-primary, +button.button-primary, +input[type="submit"].button-primary, +input[type="reset"].button-primary, +input[type="button"].button-primary { + color: #fff; + background-color: #33c3f0; + border-color: #33c3f0; +} +.button.button-primary:hover, +button.button-primary:hover, +input[type="submit"].button-primary:hover, +input[type="reset"].button-primary:hover, +input[type="button"].button-primary:hover, +.button.button-primary:focus, +button.button-primary:focus, +input[type="submit"].button-primary:focus, +input[type="reset"].button-primary:focus, +input[type="button"].button-primary:focus { + color: #fff; + background-color: #db1e1e; + border-color: #db1e1e; +} + +/* Forms +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +input[type="email"], +input[type="number"], +input[type="search"], +input[type="text"], +input[type="tel"], +input[type="url"], +input[type="password"], +textarea, +select { + height: 38px; + padding: 6px 10px; /* The 6px vertically centers text on FF, ignored by Webkit */ + background-color: #fff; + border: 1px solid #d1d1d1; + border-radius: 4px; + box-shadow: none; + box-sizing: border-box; + font-family: inherit; + font-size: inherit; /*https://stackoverflow.com/questions/6080413/why-doesnt-input-inherit-the-font-from-body*/ +} +/* Removes awkward default styles on some inputs for iOS */ +input[type="email"], +input[type="number"], +input[type="search"], +input[type="text"], +input[type="tel"], +input[type="url"], +input[type="password"], +textarea { + -webkit-appearance: none; + -moz-appearance: none; + appearance: none; +} +textarea { + min-height: 65px; + padding-top: 6px; + padding-bottom: 6px; +} +input[type="email"]:focus, +input[type="number"]:focus, +input[type="search"]:focus, +input[type="text"]:focus, +input[type="tel"]:focus, +input[type="url"]:focus, +input[type="password"]:focus, +textarea:focus, +select:focus { + border: 1px solid #33c3f0; + outline: 0; +} +label, +legend { + display: block; + margin-bottom: 0px; +} +fieldset { + padding: 0; + border-width: 0; +} +input[type="checkbox"], +input[type="radio"] { + display: inline; +} +label > .label-body { + display: inline-block; + margin-left: 0.5rem; + font-weight: normal; +} + +/* Lists +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +ul { + list-style: circle inside; +} +ol { + list-style: decimal inside; +} +ol, +ul { + padding-left: 0; + margin-top: 0; +} +ul ul, +ul ol, +ol ol, +ol ul { + margin: 1.5rem 0 1.5rem 3rem; + font-size: 90%; +} +li { + margin-bottom: 1rem; +} + +/* Tables +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +th, +td { + padding: 12px 15px; + text-align: left; + border-bottom: 1px solid #e1e1e1; +} +th:first-child, +td:first-child { + padding-left: 0; +} +th:last-child, +td:last-child { + padding-right: 0; +} + +/* Spacing +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +button, +.button { + margin-bottom: 0rem; +} +input, +textarea, +select, +fieldset { + margin-bottom: 0rem; +} +pre, +dl, +figure, +table, +form { + margin-bottom: 0rem; +} +p, +ul, +ol { + margin-bottom: 0.75rem; +} + +/* Utilities +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +.u-full-width { + width: 100%; + box-sizing: border-box; +} +.u-max-full-width { + max-width: 100%; + box-sizing: border-box; +} +.u-pull-right { + float: right; +} +.u-pull-left { + float: left; +} + +/* Misc +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +hr { + margin-top: 3rem; + margin-bottom: 3.5rem; + border-width: 0; + border-top: 1px solid #e1e1e1; +} + +/* Clearing +–––––––––––––––––––––––––––––––––––––––––––––––––– */ + +/* Self Clearing Goodness */ +.container:after, +.row:after, +.u-cf { + content: ""; + display: table; + clear: both; +} + +/* Media Queries +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +/* +Note: The best way to structure the use of media queries is to create the queries +near the relevant code. For example, if you wanted to change the styles for buttons +on small devices, paste the mobile query code up in the buttons section and style it +there. +*/ + +/* Larger than mobile */ +@media (max-width: 375px) { + +} + +/* Larger than tablet */ +@media (max-width: 575px) { + +} + +/* Larger than phablet (also point when grid becomes active) */ +@media (max-width: 710px) { + #title { + width: 50% !important; + font-size: 25px; + } + + #plotly-logo { + padding: 5px 10px; + width: 10%; + } + #learn-more-button { + margin-left: 30px; + } +} + +/* Larger than Desktop HD */ +@media (max-width: 1000px) { + #title { + width: 60%; + } + + #plotly-logo { + padding: 5px 10px; + width: 20%; + } + +} diff --git a/apps/dash-live-model-training/assets/custom_styles.css b/apps/dash-live-model-training/assets/custom_styles.css new file mode 100644 index 000000000..8f67fa416 --- /dev/null +++ b/apps/dash-live-model-training/assets/custom_styles.css @@ -0,0 +1,818 @@ +/* custom styling for the new refreshed app */ + +/* .container { + box-shadow: 0 1px 3px rgba(0, 0, 0, 0.12), 0 1px 2px rgba(0, 0, 0, 0.24); + border-radius: 0.75rem; +} */ + + + +#div-total-step-count > h6 { + font-weight: bold; + font-size: 20px; + color: #666464; +} + +#div-total-step-count { + margin-top: 15px; +} + +#div-step-display > h6 { + font-weight: bold; + font-size: 20px; + color: #666464; +} + +.markdown img { + width: 100%; +} + +._dash-undo-redo { + display: none; +} + +.two.columns { + /* padding: 0px 5px; */ +} + +#learn-more-button { + color: #e8e8e8; + font-family: "Open Sans Semi Bold", sans-serif; + font-weight: 200; + text-transform: uppercase; + letter-spacing: 1.16px; + font-size: 12px; + padding: 0px 15px; + margin-top: 17px; + width: auto; +} + +.dropdown-box-first, +.dropdown-box-second, +.dropdown-box-third { + padding: 10px 5px; +} + + + +/* slider colors */ + +.rc-slider-track { + background-color: #f6ec91; +} + +.rc-slider-dot-active { + border-color: #f6ec91; +} + +.rc-slider-handle { + border-color: #f6ec91; +} + +#slider-smoothing-accuracy > div > div.rc-slider-handle { + border-color: #f6ec91; +} + +#slider-smoothing-accuracy + > div + > div.rc-slider-step + > div.rc-slider-dot-active { + border-color: #f6ec91; +} + +#slider-smoothing-cross-entropy > div > div.rc-slider-track { + background-color: #36daaa; +} + +#slider-smoothing-cross-entropy > div > div.rc-slider-handle { + border-color: #36daaa; +} + +#slider-smoothing-cross-entropy + > div + > div.rc-slider-step + > .rc-slider-dot-active { + border-color: #36daaa; +} + +/* overall app background color */ +#_dash-app-content > div { + background-color: #f8f9fa; +} + + + +@media only screen and (max-width: 1000px) { + .container { + padding: 20px; + } + + #title { + width: 45%; + font-size: 2.4rem; + font-weight: 400; + margin-top: 30px; + margin-left: 7% !important; + } + + #learn-more-button { + width: 75px; + height: 30px; + margin-left: 90px; + font-size: 7.5px !important; + padding: 0px 8px !important; + margin-top: 25px; + } + + #plotly-logo { + margin-top: 24px; + margin-left: 4px; + } + + .dropdown-box-first, + .dropdown-box-second { + width: 50%; + } + + #div-interval-control { + text-align: center; + display: flex; + } + + #div-total-step-count { + margin-top: 0px; + } + + #div-total-step-count>h6, + #div-step-display>h6 { + text-align: left; + display: inline-block; + font-size: 1.9rem; + } + + #div-total-step-count>h6 { + float: right; + margin-right: 10%; + } + + #div-step-display>h6 { + float: left !important; + margin-left: 25%; + } + + + /* First Page Smoothing Options */ + + .graph-checkbox-smoothing { + font-weight: bold; + display: inline-block; + width: 50%; + } + + #slider-smoothing-accuracy { + width: 50%; + float: right; + } + + .checklist-smoothing { + display: inline-block; + width: 50%; + text-align: center; + } + + + #checklist-smoothing-options-accuracy>label:nth-child(1), + #checklist-smoothing-options-accuracy>label:nth-child(2) { + display: inline-block; + font-size: 14.5px; + margin: 0; + padding: 10px; + text-align: right; + } + + + #_dash-app-content>div>div:nth-child(4)>div>div.two.columns>div.slider-smoothing { + margin-bottom: 60px !important; + } + + /* Radio items */ + #radio-display-mode-accuracy { + margin: 5px 0; + + } + + .radio-item-div { + text-align: right; + display: inline-block; + vertical-align: top; + padding-left: 20%; + } + + .plot-display-radio-items { + text-align: left; + display: inline-block; + font-size: 12px; + margin: 5px 0; + } + + .plot-display-text { + display: inline-block; + width: 45%; + font-size: 14px; + } + + #radio-display-mode-accuracy>label:nth-child(1)>input[type=radio], + #radio-display-mode-accuracy>label:nth-child(2)>input[type=radio], + #radio-display-mode-accuracy>label:nth-child(3)>input[type=radio] { + vertical-align: middle !important; + } + + #radio-display-mode-cross-entropy>label:nth-child(1)>input[type=radio], + #radio-display-mode-cross-entropy>label:nth-child(2)>input[type=radio], + #radio-display-mode-cross-entropy>label:nth-child(3)>input[type=radio] { + vertical-align: middle !important; + } + + /* Current Accuracy */ + #div-current-accuracy-value>p { + display: inline-flex !important; + width: 40%; + } + + #div-current-accuracy-value>div:nth-child(2), + #div-current-accuracy-value>div:nth-child(3) { + text-align: center; + display: inline; + margin: 10px 2px !important; + font-size: 13px; + padding-left: 65px; + } + + + /* Second page smoothing options */ + + #checklist-smoothing-options-cross-entropy { + text-align: center; + margin: 10px 0; + } + + #checklist-smoothing-options-cross-entropy>label:nth-child(1), + #checklist-smoothing-options-cross-entropy>label:nth-child(2) { + display: inline-block; + font-size: 14.5px; + margin: 0; + padding: 10px; + text-align: right; + } + + #slider-smoothing-cross-entropy>div { + width: 50%; + float: right; + } + + #_dash-app-content>div>div:nth-child(5)>div>div.two.columns>div.slider-smoothing { + margin-bottom: 60px !important; + } + + + + /* Current Loss */ + + #div-current-cross-entropy-value>p { + display: inline-flex !important; + width: 40%; + } + + #div-current-cross-entropy-value>div:nth-child(2), + #div-current-cross-entropy-value>div:nth-child(3) { + text-align: center; + display: inline; + margin: 10px 10px !important; + font-size: 13px; + padding-left: 65px; + } +} + +@media (max-width: 550px) { + .container { + padding: 20px; + } + + #title { + width: 45%; + font-size: 1.8rem; + font-weight: 400; + margin-top: 30px; + margin-left: 7% !important; + } + + #learn-more-button { + width: 75px; + height: 30px; + margin-left: 10px; + font-size: 7.5px !important; + padding: 0px 8px !important; + margin-top: 25px; + } + #plotly-logo { + margin-top: 30px; + margin-left: 4px; + } + + .dropdown-box-first, + .dropdown-box-second { + width: 50%; + } + + #div-interval-control { + text-align: center; + display: flex; + } + + #div-total-step-count { + margin-top: 0px; + } + + #div-total-step-count>h6, + #div-step-display>h6 { + display: block; + font-size: 1.4rem; + } + + #div-total-step-count>h6 { + float: right; + margin-right: 10%; + } + + #div-step-display>h6 { + float: left !important; + margin-left: 25%; + } + + /* First Page Smoothing Options */ + + + .graph-checkbox-smoothing { + font-weight: bold; + display: inline-block; + width: 50%; + } + + #slider-smoothing-accuracy { + width: 50%; + float: right; + } + + .checklist-smoothing{ + display: inline-block; + width: 50%; + text-align: center; + } + + + #checklist-smoothing-options-accuracy>label:nth-child(1), + #checklist-smoothing-options-accuracy>label:nth-child(2) { + display: inline-block; + font-size: 9.5px; + margin: 0; + padding: 10px; + text-align: right; + } + + + #_dash-app-content>div>div:nth-child(4)>div>div.two.columns>div.slider-smoothing { + margin-bottom: 60px !important; + } + + /* Radio items */ + #radio-display-mode-accuracy { + margin: 5px 0; + + } + + .radio-item-div { + text-align: right; + display: inline-block; + vertical-align: top; + padding-left: 15%; + } + + .plot-display-radio-items { + text-align: left; + display: inline-block; + font-size: 12px; + margin: 5px 0; + } + + .plot-display-text { + display: inline-block; + width: 45%; + font-size: 14px; + } + + + /* Current Accuracy */ + #div-current-accuracy-value>p { + display: inline-flex !important + } + + #div-current-accuracy-value>div:nth-child(2), + #div-current-accuracy-value>div:nth-child(3) { + text-align: center; + display: inline; + margin: 20px 2px; + font-size: 9px !important; + padding-left: 25px; + } + + + /* Second page smoothing options */ + + #checklist-smoothing-options-cross-entropy { + text-align: center; + margin: 10px 0; + } + + #checklist-smoothing-options-cross-entropy>label:nth-child(1), + #checklist-smoothing-options-cross-entropy>label:nth-child(2) { + display: inline-block; + font-size: 9.5px; + margin: 0; + padding: 10px; + text-align: right; + } + + #slider-smoothing-cross-entropy>div { + width: 50%; + float: right; + } + + #_dash-app-content>div>div:nth-child(5)>div>div.two.columns>div.slider-smoothing { + margin-bottom: 60px !important; + } + + + + /* Current Loss */ + + #div-current-cross-entropy-value { + display: inline-flex !important; + width: 100%; + } + + #div-current-cross-entropy-value>div:nth-child(2), + #div-current-cross-entropy-value>div:nth-child(3) { + text-align: center; + display: inline; + margin: 10px 2px; + font-size: 9px !important; + padding-left: 10px; + padding-top: 10px; + + } + + + + +} + +@media (max-width: 375px) { + #title { + width: 150px; + font-size: 1.5rem !important; + font-weight: 400; + margin-top: 30px; + margin-left: 8% !important; + } + + #learn-more-button { + width: 75px; + height: 30px; + margin-left: -5px !important; + font-size: 7.5px !important; + padding: 0px 8px !important; + margin-top: 25px; + } + + #plotly-logo { + margin-top: 30px; + margin-left: 4px; + } + + .dropdown-box-first, + .dropdown-box-second { + width: 50%; + } + + + + #div-interval-control { + text-align: center; + display: flex; + } + + + #div-total-step-count>h6, + #div-step-display>h6 { + text-align: left; + display: inline-block; + font-size: 1.4rem !important; + } + + #div-total-step-count>h6 { + float: right !important; + margin-right: 5%; + } + + #div-step-display>h6 { + float: left !important; + } + + /* First page Smoothing Options */ + #checklist-smoothing-options-accuracy { + text-align: center; + margin: 10px 0; + display: inline-flex; + } + + #checklist-smoothing-options-accuracy>label:nth-child(1), + #checklist-smoothing-options-accuracy>label:nth-child(2) { + text-align: center; + display: inline; + + } + + /* Second page Smoothing Options */ + #checklist-smoothing-options-cross-entropy { + text-align: center; + margin: 10px 0; + display: inline-flex; + + } + + #checklist-smoothing-options-cross-entropy>label:nth-child(1), + #checklist-smoothing-options-cross-entropy>label:nth-child(2) { + text-align: center; + display: inline; + + } + + /* Radio items */ + #radio-display-mode-accuracy { + margin: 1px 0; + + } + + .radio-item-div { + text-align: right; + display: inline-block; + vertical-align: top; + padding-left: 25px; + + } + + .plot-display-radio-items { + text-align: left; + display: inline-block; + font-size: 10px !important; + margin: 10px 0 !important; + + + } + + .plot-display-text { + display: inline-block; + width: 50%; + margin-bottom: 10px; + } + + + + /* Current Accuracy */ + #div-current-accuracy-value>p { + display: inline-flex !important; + font-size: 13px !important; + } + + #div-current-accuracy-value>div:nth-child(2), + #div-current-accuracy-value>div:nth-child(3) { + text-align: center; + display: inline; + margin: 20px 5px; + font-size: 8px !important; + } + + + /* Current Loss */ + + #div-current-cross-entropy-value { + display: inline-flex !important; + font-size: 13px !important; + } + + #div-current-cross-entropy-value>div:nth-child(2), + #div-current-cross-entropy-value>div:nth-child(3) { + text-align: center; + display: inline; + margin: 20px 2px; + font-size: 8px !important; + vertical-align: bottom !important; + padding: 0; + padding-top: 10px; + padding-left: 5px; + } + +} + +@media (max-width: 360px) { + + /* Current Accuracy */ + #div-current-accuracy-value>p { + display: inline-flex !important; + font-size: 13px !important; + } + + #div-current-accuracy-value>div:nth-child(2), + #div-current-accuracy-value>div:nth-child(3) { + text-align: center; + display: inline; + margin: 20px 5px; + font-size: 7px !important; + } + + + /* Current Loss */ + + #div-current-cross-entropy-value { + display: inline-flex !important; + font-size: 13px !important; + } + + #div-current-cross-entropy-value>div:nth-child(2), + #div-current-cross-entropy-value>div:nth-child(3) { + text-align: center; + display: inline; + margin: 20px 2px; + font-size: 8px !important; + vertical-align: bottom !important; + padding: 0; + padding-top: 10px; + padding-left: 2px; + +} + + + +@media (max-width: 320px) { + #title { + width: 150px; + font-size: 1.4rem !important; + font-weight: 400; + margin-top: 30px; + margin-left: 8% !important; + } + + #learn-more-button { + width: 60px; + height: 30px; + margin-left: -5px !important; + font-size: 5.5px !important; + padding: 0px 8px !important; + margin-top: 25px; + } + + #plotly-logo { + margin-top: 30px; + } + + .dropdown-box-first, + .dropdown-box-second { + width: 50%; + } + + + #div-interval-control { + text-align: center; + display: flex; + } + + + #div-total-step-count>h6, + #div-step-display>h6 { + text-align: left; + display: inline-block; + font-size: 1.2rem !important; + } + + #div-total-step-count>h6 { + float: right; + margin-right: 10%; + } + + #div-step-display>h6 { + float: left; + margin-left: 10%; + } + + /* First page Smoothing Options */ + #checklist-smoothing-options-accuracy { + text-align: center; + margin: 10px 0; + display: inline-flex; + } + + #checklist-smoothing-options-accuracy>label:nth-child(1), + #checklist-smoothing-options-accuracy>label:nth-child(2) { + text-align: center; + display: inline; + + } + + /* Second page Smoothing Options */ + #checklist-smoothing-options-cross-entropy { + text-align: center; + margin: 10px 0; + display: inline-flex; + + } + + #checklist-smoothing-options-cross-entropy>label:nth-child(1), + #checklist-smoothing-options-cross-entropy>label:nth-child(2) { + text-align: center; + display: inline; + + } + + /* Radio items */ + #radio-display-mode-accuracy { + margin: 1px 0; + + } + + .radio-item-div { + text-align: right; + display: inline-block; + vertical-align: top; + padding-left: 10px; + + } + + .plot-display-radio-items { + text-align: left; + display: inline-block; + font-size: 10px !important; + margin: 1px 0; + } + + .plot-display-text { + display: inline-block; + width: 50%; + font-size: 12px; + } + + /* Current Accuracy */ + #div-current-accuracy-value>p { + display: inline-flex !important; + font-size: 10px !important; + } + + #div-current-accuracy-value>div:nth-child(2), + #div-current-accuracy-value>div:nth-child(3) { + text-align: center; + display: inline; + margin: 20px 5px; + font-size: 8px !important; + padding-left: 5px; + } + + + /* Current Loss */ + + #div-current-cross-entropy-value { + display: inline-flex !important; + font-size: 13px !important; + } + + #div-current-cross-entropy-value>div:nth-child(2), + #div-current-cross-entropy-value>div:nth-child(3) { + text-align: center; + display: inline; + margin: 20px 2px; + font-size: 7px !important; + vertical-align: bottom !important; + padding: 0; + padding-top: 10px; + padding-left: 0px; + } + + } + + +} + + + + +/* #react-select-4--value-item { + color: #6b6b6b; +} */ diff --git a/apps/dash-live-model-training/assets/dash-logo.png b/apps/dash-live-model-training/assets/dash-logo.png new file mode 100644 index 000000000..89ab1d2fe Binary files /dev/null and b/apps/dash-live-model-training/assets/dash-logo.png differ diff --git a/apps/dash-live-model-training/assets/font.css b/apps/dash-live-model-training/assets/font.css new file mode 100644 index 000000000..0535e2ad8 --- /dev/null +++ b/apps/dash-live-model-training/assets/font.css @@ -0,0 +1 @@ +@import url('https://fonts.googleapis.com/css?family=Open+Sans|Roboto&display=swap'); \ No newline at end of file diff --git a/apps/dash-live-model-training/assets/live-model-training.css b/apps/dash-live-model-training/assets/live-model-training.css new file mode 100644 index 000000000..454576da3 --- /dev/null +++ b/apps/dash-live-model-training/assets/live-model-training.css @@ -0,0 +1,3 @@ +.markdown img { + width: 100%; +} diff --git a/apps/dash-live-model-training/assets/normalize.css b/apps/dash-live-model-training/assets/normalize.css new file mode 100644 index 000000000..dc79fbffd --- /dev/null +++ b/apps/dash-live-model-training/assets/normalize.css @@ -0,0 +1,202 @@ +/*! normalize.css v7.0.0 | MIT License | github.com/necolas/normalize.css */ +html { + line-height: 1.15; + -ms-text-size-adjust: 100%; + -webkit-text-size-adjust: 100% +} + +body { + margin: 0 +} + +article, aside, footer, header, nav, section { + display: block +} + +h1 { + font-size: 2em; + margin: .67em 0 +} + +figcaption, figure, main { + display: block +} + +figure { + margin: 1em 40px +} + +hr { + box-sizing: content-box; + height: 0; + overflow: visible +} + +pre { + font-family: monospace, monospace; + font-size: 1em +} + +a { + background-color: transparent; + -webkit-text-decoration-skip: objects +} + +abbr[title] { + border-bottom: none; + text-decoration: underline; + text-decoration: underline dotted +} + +b, strong { + font-weight: inherit +} + +b, strong { + font-weight: bolder +} + +code, kbd, samp { + font-family: monospace, monospace; + font-size: 1em +} + +dfn { + font-style: italic +} + +mark { + background-color: #ff0; + color: #000 +} + +small { + font-size: 80% +} + +sub, sup { + font-size: 75%; + line-height: 0; + position: relative; + vertical-align: baseline +} + +sub { + bottom: -.25em +} + +sup { + top: -.5em +} + +audio, video { + display: inline-block +} + +audio:not([controls]) { + display: none; + height: 0 +} + +img { + border-style: none +} + +svg:not(:root) { + overflow: hidden +} + +button, input, optgroup, select, textarea { + font-family: sans-serif; + font-size: 100%; + line-height: 1.15; + margin: 0 +} + +button, input { + overflow: visible +} + +button, select { + text-transform: none +} + +[type=reset], [type=submit], button, html [type=button] { + -webkit-appearance: button +} + +[type=button]::-moz-focus-inner, [type=reset]::-moz-focus-inner, [type=submit]::-moz-focus-inner, button::-moz-focus-inner { + border-style: none; + padding: 0 +} + +[type=button]:-moz-focusring, [type=reset]:-moz-focusring, [type=submit]:-moz-focusring, button:-moz-focusring { + outline: 1px dotted ButtonText +} + +fieldset { + padding: .35em .75em .625em +} + +legend { + box-sizing: border-box; + color: inherit; + display: table; + max-width: 100%; + padding: 0; + white-space: normal +} + +progress { + display: inline-block; + vertical-align: baseline +} + +textarea { + overflow: auto +} + +[type=checkbox], [type=radio] { + box-sizing: border-box; + padding: 0 +} + +[type=number]::-webkit-inner-spin-button, [type=number]::-webkit-outer-spin-button { + height: auto +} + +[type=search] { + -webkit-appearance: textfield; + outline-offset: -2px +} + +[type=search]::-webkit-search-cancel-button, [type=search]::-webkit-search-decoration { + -webkit-appearance: none +} + +::-webkit-file-upload-button { + -webkit-appearance: button; + font: inherit +} + +details, menu { + display: block +} + +summary { + display: list-item +} + +canvas { + display: inline-block +} + +template { + display: none +} + +[hidden] { + display: none +} + +/*# sourceMappingURL=normalize.min.css.map */ diff --git a/apps/dash-live-model-training/data/cifar_cnn_run_log.csv b/apps/dash-live-model-training/data/cifar_cnn_run_log.csv new file mode 100644 index 000000000..ca80637d9 --- /dev/null +++ b/apps/dash-live-model-training/data/cifar_cnn_run_log.csv @@ -0,0 +1,4000 @@ +5,0.1,0.08,5.8956494,4.8241897 +10,0.08,0.08,4.5714474,5.037195 +15,0.12,0.08,4.354046,4.217165 +20,0.04,0.06,4.091554,3.52815 +25,0.16,0.08,3.6563296,3.8780494 +30,0.02,0.1,3.2807555,3.3940895 +35,0.12,0.12,2.6690378,3.3186572 +40,0.22,0.1,3.0429263,3.0123975 +45,0.16,0.1,3.217795,2.5819886 +50,0.12,0.08,2.9977787,2.4542398 +55,0.08,0.12,2.69982,2.6936789 +60,0.12,0.2,2.5832047,2.6222985 +65,0.18,0.1,2.7645702,2.6968458 +70,0.1,0.2,2.852621,2.5545797 +75,0.16,0.22,2.5271184,2.5521762 +80,0.12,0.16,2.210224,2.2379868 +85,0.2,0.16,2.6770248,2.361535 +90,0.14,0.14,2.3125951,2.5262177 +95,0.2,0.1,2.5519814,2.2821774 +100,0.12,0.06,2.3898807,2.2632177 +105,0.08,0.1,2.28964,2.2721539 +110,0.1,0.26,2.378556,2.365405 +115,0.18,0.16,2.3234248,2.4827247 +120,0.12,0.14,2.385327,2.2217383 +125,0.18,0.16,2.3151035,2.2258937 +130,0.16,0.24,2.3632975,2.1405125 +135,0.12,0.18,2.1965609,2.2096093 +140,0.18,0.14,2.241107,2.4369705 +145,0.18,0.24,2.3287644,2.2072937 +150,0.18,0.14,2.0831482,2.3532138 +155,0.1,0.18,2.10117,2.1441603 +160,0.2,0.2,2.2812014,2.2195022 +165,0.18,0.14,2.2634168,2.3876185 +170,0.14,0.24,2.2004654,2.2717772 +175,0.12,0.1,2.2621822,2.143791 +180,0.14,0.16,2.2361267,2.1325881 +185,0.24,0.14,2.3514183,2.1333926 +190,0.22,0.06,2.1667058,2.2347062 +195,0.18,0.26,2.2084913,2.1876688 +200,0.24,0.2,2.2928398,2.0315902 +205,0.16,0.24,2.3292515,2.198328 +210,0.16,0.24,2.2425606,2.1402876 +215,0.1,0.34,2.3231003,2.0728052 +220,0.22,0.26,2.1171026,2.0508716 +225,0.14,0.2,2.342555,2.1140106 +230,0.24,0.3,2.0572577,2.1646888 +235,0.16,0.36,2.289199,2.080867 +240,0.22,0.16,2.1948059,2.2567556 +245,0.18,0.22,2.026458,2.0569134 +250,0.12,0.28,2.1129742,2.1450853 +255,0.22,0.26,2.091991,1.9234796 +260,0.12,0.16,2.0470486,2.1562128 +265,0.3,0.18,1.9385525,2.2980824 +270,0.12,0.1,2.3072639,2.2241817 +275,0.16,0.26,2.0769722,2.1148298 +280,0.26,0.22,2.0317655,2.1061754 +285,0.16,0.22,2.0999403,2.2249448 +290,0.2,0.16,2.1096482,2.145901 +295,0.18,0.26,2.4135506,2.1368277 +300,0.28,0.26,2.080202,2.0056427 +305,0.14,0.22,2.164797,2.1064558 +310,0.14,0.24,2.1269464,2.060963 +315,0.24,0.2,2.0549042,2.1522176 +320,0.24,0.16,2.0132525,2.0702212 +325,0.3,0.16,2.054538,1.9759272 +330,0.32,0.26,1.9824629,2.114138 +335,0.2,0.26,2.0439286,1.896864 +340,0.18,0.2,2.0246778,2.2681468 +345,0.28,0.22,1.918898,1.8644164 +350,0.16,0.26,2.093857,2.096814 +355,0.26,0.32,2.0343986,2.0501099 +360,0.34,0.14,2.0385282,2.098444 +365,0.3,0.18,1.934754,2.229126 +370,0.26,0.1,2.0514364,2.189911 +375,0.36,0.2,2.00257,2.0968912 +380,0.24,0.26,1.9766034,1.974472 +385,0.24,0.3,1.9108114,2.120287 +390,0.18,0.26,2.1190655,2.0310016 +395,0.2,0.32,2.08628,2.0993886 +400,0.44,0.36,1.997482,1.9178311 +405,0.18,0.16,2.1097314,1.9223361 +410,0.24,0.32,2.074708,2.0649252 +415,0.38,0.28,2.076996,1.9867783 +420,0.3,0.38,2.0627015,1.9326919 +425,0.3,0.24,2.035881,2.0830452 +430,0.26,0.32,1.9663359,1.9554425 +435,0.24,0.3,2.151422,1.7780856 +440,0.3,0.24,1.8179581,2.1699412 +445,0.32,0.2,1.8438804,1.9311934 +450,0.2,0.3,1.8420968,2.0205772 +455,0.24,0.32,1.926803,2.0064154 +460,0.3,0.18,1.9380167,2.1165867 +465,0.32,0.2,2.0205958,2.1001103 +470,0.32,0.22,1.9665974,2.1408248 +475,0.16,0.3,2.1983805,1.9487659 +480,0.32,0.4,1.9437021,1.9450595 +485,0.26,0.22,2.0337942,2.115713 +490,0.4,0.28,1.9426275,1.9974713 +495,0.22,0.22,1.8295419,1.9588141 +500,0.26,0.28,1.8285937,1.9180541 +505,0.26,0.34,1.9585547,1.9562047 +510,0.44,0.32,1.930616,1.9033935 +515,0.4,0.32,1.770582,1.9844947 +520,0.24,0.38,1.8586212,1.9127336 +525,0.32,0.32,1.8386377,1.9367206 +530,0.3,0.26,1.8124832,1.9360893 +535,0.28,0.34,1.8938134,1.7447511 +540,0.26,0.24,2.1058671,2.0167153 +545,0.18,0.26,2.1866813,1.8455627 +550,0.38,0.24,1.8532693,1.9252096 +555,0.36,0.26,1.8769565,1.8946759 +560,0.38,0.28,1.8316734,2.0281687 +565,0.26,0.28,1.9676545,2.0204356 +570,0.34,0.2,2.0002024,2.2601616 +575,0.34,0.32,1.9511223,1.8745462 +580,0.34,0.36,1.8077974,1.8209094 +585,0.26,0.34,1.8753462,1.992683 +590,0.24,0.34,1.7675632,2.0027914 +595,0.42,0.22,1.8542103,2.0155485 +600,0.32,0.32,1.9636945,1.8173314 +605,0.16,0.28,1.8586231,2.0172698 +610,0.32,0.32,1.922094,1.9099953 +615,0.44,0.34,1.865709,1.8826299 +620,0.32,0.3,1.6174519,1.7952672 +625,0.34,0.32,1.8505973,1.9740521 +630,0.3,0.32,1.838713,1.887346 +635,0.38,0.38,1.8249277,1.6303748 +640,0.34,0.18,1.8684787,1.972016 +645,0.26,0.38,2.0458524,1.9005848 +650,0.28,0.46,1.8889055,1.8204075 +655,0.48,0.26,1.798732,1.8633653 +660,0.3,0.24,1.8265861,1.9507034 +665,0.28,0.26,1.8185977,2.1355357 +670,0.22,0.26,1.9787984,2.016615 +675,0.32,0.3,1.8833317,1.8693858 +680,0.34,0.4,1.8465637,1.7107785 +685,0.22,0.3,1.936605,1.9395344 +690,0.42,0.28,1.8914101,1.9729058 +695,0.36,0.32,1.8199944,1.8618857 +700,0.32,0.36,1.7638661,1.7998782 +705,0.28,0.36,1.8479838,1.7881263 +710,0.34,0.26,1.8955126,1.8552111 +715,0.38,0.32,1.6126146,1.8931509 +720,0.34,0.28,1.8333315,1.8706589 +725,0.32,0.4,1.7978696,1.8449398 +730,0.4,0.28,1.8002324,1.9415207 +735,0.36,0.32,1.7476075,1.6243151 +740,0.36,0.3,1.7826419,1.9930958 +745,0.28,0.4,1.9317893,1.7186962 +750,0.52,0.34,1.6300125,1.7088592 +755,0.42,0.38,1.757637,1.8022296 +760,0.42,0.3,1.7941763,1.9056466 +765,0.34,0.2,1.8518264,2.0244997 +770,0.26,0.28,1.664759,2.0195746 +775,0.3,0.32,1.7693998,1.8082727 +780,0.22,0.3,1.9142212,1.7022549 +785,0.4,0.28,1.770168,1.8343447 +790,0.28,0.3,1.8257058,1.9373456 +795,0.32,0.26,1.7934794,1.7950974 +800,0.36,0.36,1.8156602,1.7592713 +805,0.42,0.38,1.7350844,1.798525 +810,0.2,0.22,1.8722184,1.8612654 +815,0.26,0.44,1.8255786,1.7080041 +820,0.26,0.38,1.8805838,1.7056324 +825,0.36,0.26,1.6817524,1.7858603 +830,0.36,0.44,1.8286011,1.8452041 +835,0.38,0.44,1.7870771,1.6587528 +840,0.34,0.22,1.7140334,1.8329004 +845,0.36,0.36,1.7252762,1.7153088 +850,0.34,0.44,1.8096781,1.7464725 +855,0.38,0.34,1.8056351,1.8135135 +860,0.32,0.34,1.7675087,1.8266394 +865,0.3,0.24,1.6158432,1.9469266 +870,0.38,0.2,1.7830179,1.9221511 +875,0.46,0.28,1.7834593,1.759587 +880,0.38,0.48,1.8365989,1.5624957 +885,0.32,0.3,1.716791,1.8243812 +890,0.44,0.3,1.60646,1.8677694 +895,0.28,0.3,1.9909699,1.7958281 +900,0.3,0.44,1.8654393,1.6981039 +905,0.38,0.52,1.7010165,1.8149298 +910,0.36,0.38,1.7579143,1.7450944 +915,0.38,0.38,1.8247497,1.7117212 +920,0.34,0.34,1.7435411,1.6759948 +925,0.4,0.38,1.7381189,1.7576293 +930,0.24,0.36,1.9842426,1.7797127 +935,0.36,0.44,1.8260607,1.5295268 +940,0.34,0.32,1.8671488,1.9847298 +945,0.36,0.34,1.6750858,1.6924608 +950,0.48,0.36,1.6498358,1.721713 +955,0.48,0.38,1.631863,1.78917 +960,0.32,0.32,1.8548627,1.7945485 +965,0.32,0.36,1.7802873,1.9212842 +970,0.44,0.18,1.8037335,2.0024488 +975,0.24,0.3,1.8509134,1.8191272 +980,0.5,0.54,1.6310477,1.5708461 +985,0.28,0.32,2.0054615,1.7050053 +990,0.34,0.34,1.8839593,1.8527697 +995,0.36,0.22,1.767735,1.8975775 +1000,0.32,0.4,1.8916516,1.6590219 +1005,0.34,0.36,1.7258209,1.6591463 +1010,0.38,0.4,1.7129523,1.7858654 +1015,0.36,0.36,1.6262808,1.6564608 +1020,0.3,0.38,1.7833651,1.6292233 +1025,0.24,0.32,1.7391249,1.7672718 +1030,0.36,0.3,1.6981611,1.7972383 +1035,0.38,0.44,1.7826153,1.4749405 +1040,0.5,0.3,1.6702482,1.9363064 +1045,0.32,0.3,1.8201859,1.6363692 +1050,0.34,0.44,1.6793748,1.5377393 +1055,0.44,0.44,1.6938995,1.7482373 +1060,0.38,0.26,1.9544003,1.8264574 +1065,0.4,0.32,1.5682395,1.8841772 +1070,0.48,0.3,1.6290311,1.9036947 +1075,0.5,0.34,1.7840647,1.6928521 +1080,0.34,0.42,1.9203223,1.4966462 +1085,0.34,0.4,2.0049279,1.7660687 +1090,0.44,0.42,1.5582566,1.7940744 +1095,0.38,0.36,1.5917795,1.8931488 +1100,0.36,0.4,1.5968894,1.5963006 +1105,0.32,0.46,1.7616621,1.6687905 +1110,0.38,0.54,1.7406185,1.6482974 +1115,0.24,0.5,1.8977503,1.5615654 +1120,0.38,0.34,1.6849618,1.5642636 +1125,0.36,0.36,1.7744445,1.6174943 +1130,0.48,0.34,1.7746613,1.732022 +1135,0.3,0.48,1.908281,1.4299332 +1140,0.26,0.34,1.7368693,1.8536575 +1145,0.3,0.4,1.7343631,1.6961778 +1150,0.3,0.48,1.6496167,1.5637729 +1155,0.36,0.46,1.5759225,1.732258 +1160,0.32,0.3,1.6349688,1.7801875 +1165,0.44,0.2,1.6110108,1.8725786 +1170,0.28,0.32,1.8214318,1.7871597 +1175,0.38,0.3,1.6098185,1.7133768 +1180,0.3,0.48,1.7718658,1.5740584 +1185,0.4,0.36,1.6709583,1.6949369 +1190,0.36,0.36,1.5526501,1.7368133 +1195,0.28,0.28,1.9415866,1.7228619 +1200,0.46,0.4,1.6357306,1.6091465 +1205,0.26,0.38,1.6792287,1.5563469 +1210,0.36,0.4,1.6371936,1.6658276 +1215,0.36,0.44,1.781391,1.5889881 +1220,0.36,0.44,1.5527205,1.5765436 +1225,0.4,0.38,1.7253553,1.7227638 +1230,0.32,0.4,1.5915451,1.7630352 +1235,0.32,0.48,1.6431442,1.421823 +1240,0.34,0.24,1.630396,1.8264716 +1245,0.48,0.42,1.5292382,1.6491332 +1250,0.32,0.46,1.6413336,1.5541184 +1255,0.46,0.42,1.7542194,1.7307062 +1260,0.42,0.34,1.6193658,1.7885525 +1265,0.5,0.3,1.5205662,1.825123 +1270,0.34,0.3,1.6592103,1.948566 +1275,0.44,0.38,1.5808624,1.6779553 +1280,0.44,0.56,1.6251476,1.4579511 +1285,0.34,0.34,1.6983724,1.7670641 +1290,0.4,0.4,1.7163562,1.7767575 +1295,0.36,0.4,1.7340751,1.758952 +1300,0.4,0.38,1.5615753,1.6849933 +1305,0.3,0.44,1.7286706,1.5194616 +1310,0.34,0.46,1.7653276,1.6552179 +1315,0.42,0.54,1.6757655,1.573006 +1320,0.36,0.38,1.7331643,1.4965503 +1325,0.36,0.4,1.7073764,1.6057836 +1330,0.48,0.36,1.5524982,1.756289 +1335,0.34,0.5,1.8496479,1.4387473 +1340,0.42,0.32,1.5730723,1.8024939 +1345,0.4,0.42,1.4776918,1.559986 +1350,0.52,0.42,1.4100757,1.6081498 +1355,0.48,0.44,1.5747821,1.7021326 +1360,0.46,0.24,1.5871413,1.6972563 +1365,0.34,0.26,1.7245806,1.8369107 +1370,0.38,0.32,1.7643373,1.8115283 +1375,0.26,0.34,1.8578439,1.6400101 +1380,0.4,0.58,1.6109238,1.5146942 +1385,0.4,0.4,1.6945142,1.6851698 +1390,0.44,0.32,1.5951611,1.8140985 +1395,0.42,0.28,1.5791255,1.739964 +1400,0.38,0.44,1.665917,1.5622208 +1405,0.38,0.42,1.7893966,1.4582205 +1410,0.52,0.44,1.5309765,1.5745552 +1415,0.4,0.46,1.5459206,1.6341401 +1420,0.38,0.44,1.583435,1.4598062 +1425,0.54,0.32,1.4503764,1.7402328 +1430,0.32,0.34,1.6712033,1.729324 +1435,0.36,0.56,1.4821984,1.3782464 +1440,0.28,0.3,1.7755847,1.817446 +1445,0.32,0.4,1.9534302,1.6333206 +1450,0.44,0.46,1.6301323,1.505364 +1455,0.44,0.4,1.5014459,1.6706564 +1460,0.36,0.44,1.5966622,1.6079899 +1465,0.52,0.34,1.6229928,1.8365445 +1470,0.3,0.34,1.5939996,1.7570815 +1475,0.46,0.34,1.7185135,1.6625128 +1480,0.52,0.5,1.4375578,1.4448724 +1485,0.42,0.42,1.5695573,1.7000299 +1490,0.44,0.36,1.569277,1.7561835 +1495,0.44,0.36,1.6207408,1.8238155 +1500,0.44,0.42,1.6495492,1.6054753 +1505,0.44,0.48,1.4337981,1.4908013 +1510,0.36,0.48,1.6632615,1.6218143 +1515,0.5,0.56,1.5345926,1.5587119 +1520,0.5,0.34,1.4579312,1.5652024 +1525,0.44,0.32,1.5676483,1.6295358 +1530,0.46,0.4,1.5459266,1.7777694 +1535,0.56,0.44,1.472349,1.3425297 +1540,0.42,0.28,1.5783554,1.824453 +1545,0.36,0.44,1.65906,1.6004517 +1550,0.46,0.48,1.583836,1.4965347 +1555,0.5,0.5,1.47577,1.6582401 +1560,0.4,0.36,1.6726918,1.6487213 +1565,0.44,0.3,1.584665,1.7501069 +1570,0.4,0.28,1.5516837,1.8048596 +1575,0.38,0.26,1.5583394,1.6664029 +1580,0.5,0.6,1.5381973,1.4333644 +1585,0.4,0.38,1.5074955,1.5583354 +1590,0.56,0.36,1.6241037,1.7731073 +1595,0.4,0.36,1.5718704,1.7656968 +1600,0.48,0.48,1.5393797,1.6495101 +1605,0.42,0.5,1.5745413,1.4979092 +1610,0.44,0.5,1.4795042,1.4970028 +1615,0.48,0.48,1.496942,1.5969223 +1620,0.36,0.48,1.7495797,1.593903 +1625,0.54,0.28,1.438125,1.6066905 +1630,0.44,0.44,1.590144,1.7869523 +1635,0.34,0.52,1.4643159,1.3213143 +1640,0.46,0.32,1.4576014,1.8195062 +1645,0.4,0.34,1.5502435,1.6019216 +1650,0.6,0.44,1.3417029,1.4083182 +1655,0.58,0.44,1.5502124,1.6543515 +1660,0.5,0.38,1.5802957,1.5878325 +1665,0.48,0.36,1.5037639,1.8020438 +1670,0.46,0.28,1.438447,1.7332345 +1675,0.36,0.22,1.5139328,1.4832246 +1680,0.38,0.54,1.7136242,1.4151615 +1685,0.48,0.4,1.5007626,1.6085202 +1690,0.44,0.36,1.693689,1.6873692 +1695,0.46,0.36,1.5540253,1.7194421 +1700,0.48,0.38,1.461294,1.5228584 +1705,0.5,0.56,1.4940383,1.4914126 +1710,0.32,0.48,1.5414276,1.5249658 +1715,0.42,0.5,1.5839065,1.4225703 +1720,0.32,0.58,1.7047415,1.4317545 +1725,0.42,0.36,1.4754388,1.6207727 +1730,0.4,0.38,1.5485861,1.6836003 +1735,0.38,0.5,1.5945288,1.2661973 +1740,0.38,0.28,1.6197457,1.7878404 +1745,0.46,0.4,1.5481571,1.5321847 +1750,0.56,0.46,1.5527124,1.464328 +1755,0.42,0.46,1.6016201,1.5413486 +1760,0.42,0.36,1.4471962,1.5609132 +1765,0.36,0.38,1.4283884,1.785025 +1770,0.48,0.32,1.5816203,1.7892534 +1775,0.46,0.4,1.4579734,1.5498561 +1780,0.4,0.64,1.6444016,1.4330323 +1785,0.44,0.38,1.4938546,1.6127568 +1790,0.52,0.4,1.3814658,1.6705328 +1795,0.38,0.3,1.7568145,1.6630409 +1800,0.38,0.42,1.5091466,1.569391 +1805,0.54,0.52,1.514724,1.4104984 +1810,0.48,0.5,1.699978,1.5437343 +1815,0.36,0.58,1.6300421,1.4728229 +1820,0.4,0.5,1.3953701,1.5050385 +1825,0.5,0.38,1.4781073,1.646329 +1830,0.38,0.4,1.802993,1.6461121 +1835,0.4,0.52,1.5645463,1.2953242 +1840,0.44,0.3,1.6295536,1.8331957 +1845,0.46,0.34,1.4889151,1.500466 +1850,0.56,0.38,1.430021,1.4667752 +1855,0.5,0.42,1.3724315,1.6047839 +1860,0.44,0.38,1.7000933,1.6365701 +1865,0.44,0.32,1.5168815,1.7661078 +1870,0.42,0.32,1.4851227,1.762911 +1875,0.4,0.3,1.6268479,1.5972656 +1880,0.56,0.58,1.4478729,1.3988488 +1885,0.22,0.38,1.7328802,1.5541348 +1890,0.44,0.36,1.5188508,1.7069556 +1895,0.46,0.4,1.479446,1.6548849 +1900,0.4,0.42,1.5904422,1.6338464 +1905,0.4,0.46,1.4952099,1.4625281 +1910,0.4,0.46,1.564261,1.528724 +1915,0.44,0.46,1.5865053,1.4138353 +1920,0.4,0.42,1.5869898,1.4329715 +1925,0.4,0.42,1.5943999,1.5539699 +1930,0.4,0.38,1.460984,1.6920162 +1935,0.36,0.54,1.6319214,1.2284261 +1940,0.46,0.28,1.533941,1.7297946 +1945,0.46,0.36,1.6362859,1.5282112 +1950,0.52,0.52,1.3680042,1.4147257 +1955,0.46,0.44,1.5929784,1.6424097 +1960,0.36,0.48,1.7070874,1.5270047 +1965,0.44,0.38,1.4760443,1.7525295 +1970,0.54,0.38,1.4624904,1.6839556 +1975,0.46,0.3,1.5135216,1.5394119 +1980,0.4,0.64,1.5523676,1.2801934 +1985,0.42,0.52,1.8030378,1.5885316 +1990,0.48,0.38,1.4279512,1.671057 +1995,0.48,0.38,1.4064487,1.7830081 +2000,0.52,0.4,1.4856238,1.5429779 +2005,0.48,0.58,1.4646684,1.374062 +2010,0.38,0.48,1.6518496,1.4314913 +2015,0.36,0.52,1.7761068,1.409533 +2020,0.4,0.54,1.4542149,1.3772475 +2025,0.4,0.46,1.7181485,1.4879043 +2030,0.5,0.4,1.5247067,1.6957259 +2035,0.46,0.52,1.7286484,1.263177 +2040,0.42,0.3,1.4922565,1.7078694 +2045,0.56,0.44,1.6319122,1.5744345 +2050,0.32,0.4,1.5201423,1.4371426 +2055,0.48,0.36,1.343169,1.6144214 +2060,0.4,0.26,1.5342888,1.565883 +2065,0.46,0.34,1.3406209,1.6863841 +2070,0.32,0.44,1.5192122,1.6708592 +2075,0.54,0.34,1.5192729,1.4807303 +2080,0.46,0.6,1.5698481,1.3168525 +2085,0.5,0.42,1.5658008,1.5354435 +2090,0.38,0.4,1.406578,1.6191181 +2095,0.38,0.46,1.8179176,1.7330936 +2100,0.54,0.46,1.5192715,1.4649489 +2105,0.4,0.5,1.5689409,1.3913671 +2110,0.42,0.56,1.4734479,1.4075379 +2115,0.34,0.54,1.7012627,1.4731823 +2120,0.42,0.56,1.5272728,1.4196982 +2125,0.4,0.22,1.5111204,1.5513229 +2130,0.34,0.42,1.5762482,1.69207 +2135,0.44,0.58,1.5123678,1.2821416 +2140,0.52,0.32,1.4367911,1.7804499 +2145,0.48,0.42,1.4384241,1.4798865 +2150,0.36,0.4,1.4856845,1.3887658 +2155,0.4,0.5,1.4973416,1.5694765 +2160,0.54,0.42,1.4059007,1.5792458 +2165,0.48,0.42,1.3783221,1.7105966 +2170,0.42,0.4,1.4801581,1.7059326 +2175,0.56,0.38,1.4436789,1.5268378 +2180,0.52,0.6,1.5504525,1.2916929 +2185,0.4,0.4,1.5491127,1.5369512 +2190,0.38,0.34,1.6321069,1.6220745 +2195,0.56,0.4,1.529069,1.6864374 +2200,0.38,0.48,1.390957,1.4798627 +2205,0.42,0.64,1.6412758,1.3168312 +2210,0.44,0.54,1.6415068,1.4955306 +2215,0.58,0.56,1.3360181,1.3250885 +2220,0.46,0.48,1.5104114,1.4584829 +2225,0.5,0.46,1.5670263,1.5513833 +2230,0.54,0.4,1.3879671,1.5740194 +2235,0.4,0.52,1.702379,1.2680608 +2240,0.36,0.38,1.4337729,1.6662796 +2245,0.58,0.4,1.2956411,1.42845 +2250,0.54,0.48,1.2072264,1.4386221 +2255,0.5,0.44,1.3176547,1.5352159 +2260,0.5,0.4,1.4272325,1.5362027 +2265,0.4,0.3,1.4991615,1.6912665 +2270,0.36,0.34,1.7303106,1.7579646 +2275,0.36,0.42,1.6610575,1.5422757 +2280,0.36,0.62,1.5239627,1.2872983 +2285,0.4,0.5,1.5781915,1.5711044 +2290,0.4,0.32,1.5498996,1.6242279 +2295,0.5,0.48,1.4247811,1.6534764 +2300,0.56,0.46,1.4844126,1.479429 +2305,0.38,0.5,1.6560311,1.3497348 +2310,0.5,0.62,1.4537554,1.4132698 +2315,0.4,0.54,1.4414885,1.4452246 +2320,0.48,0.5,1.503243,1.3585342 +2325,0.64,0.4,1.3359256,1.4686065 +2330,0.48,0.4,1.5626842,1.66041 +2335,0.5,0.56,1.4010838,1.2553984 +2340,0.36,0.34,1.6772287,1.7173996 +2345,0.3,0.46,1.8735715,1.4993048 +2350,0.52,0.38,1.4621173,1.4224651 +2355,0.52,0.44,1.387899,1.534784 +2360,0.44,0.4,1.4739324,1.5221082 +2365,0.52,0.48,1.4462209,1.7555282 +2370,0.42,0.28,1.4063371,1.7104222 +2375,0.5,0.4,1.5772641,1.4977212 +2380,0.56,0.6,1.2748858,1.2816564 +2385,0.36,0.44,1.5037748,1.559447 +2390,0.4,0.36,1.4129477,1.6675982 +2395,0.48,0.38,1.3945465,1.7923934 +2400,0.46,0.56,1.4467102,1.4379956 +2405,0.44,0.6,1.3218857,1.4153543 +2410,0.38,0.54,1.4785289,1.3831813 +2415,0.56,0.6,1.3452249,1.3456265 +2420,0.58,0.5,1.3383902,1.3468825 +2425,0.56,0.42,1.3424788,1.3797461 +2430,0.5,0.4,1.411209,1.6171701 +2435,0.64,0.62,1.336155,1.1844972 +2440,0.48,0.32,1.4847358,1.7095069 +2445,0.36,0.44,1.6616043,1.536778 +2450,0.42,0.44,1.4303734,1.3768703 +2455,0.56,0.54,1.3926295,1.5276469 +2460,0.48,0.46,1.5770674,1.444535 +2465,0.44,0.34,1.399577,1.7209593 +2470,0.4,0.42,1.4124104,1.6094245 +2475,0.48,0.3,1.3377,1.5698587 +2480,0.52,0.58,1.4330971,1.260823 +2485,0.48,0.5,1.4544426,1.5345165 +2490,0.5,0.4,1.5082762,1.6299533 +2495,0.54,0.38,1.4432062,1.6628894 +2500,0.5,0.46,1.4089217,1.4697307 +2505,0.44,0.58,1.4466301,1.3223796 +2510,0.52,0.54,1.3945309,1.3150662 +2515,0.52,0.5,1.4251317,1.3458174 +2520,0.48,0.54,1.4580095,1.3474268 +2525,0.6,0.5,1.2990237,1.5145812 +2530,0.44,0.5,1.4131771,1.635162 +2535,0.48,0.64,1.3516957,1.1959646 +2540,0.52,0.36,1.3471599,1.6925546 +2545,0.48,0.48,1.5433416,1.4482554 +2550,0.54,0.48,1.1910003,1.324996 +2555,0.52,0.52,1.513472,1.5083901 +2560,0.5,0.52,1.4308524,1.4670514 +2565,0.46,0.34,1.4496078,1.655607 +2570,0.58,0.24,1.2752546,1.6603427 +2575,0.46,0.4,1.3567907,1.4941782 +2580,0.38,0.64,1.5891876,1.208187 +2585,0.54,0.4,1.446402,1.4232446 +2590,0.48,0.34,1.5835562,1.6462125 +2595,0.5,0.44,1.4205261,1.613949 +2600,0.5,0.46,1.33115,1.49483 +2605,0.58,0.52,1.3401963,1.2597802 +2610,0.4,0.52,1.4034674,1.3105636 +2615,0.44,0.58,1.5133039,1.3946301 +2620,0.36,0.58,1.6140704,1.4090053 +2625,0.48,0.44,1.3651204,1.5477926 +2630,0.62,0.34,1.3985972,1.5994908 +2635,0.4,0.56,1.4811487,1.223852 +2640,0.38,0.32,1.4180837,1.7009577 +2645,0.44,0.46,1.4138526,1.3047503 +2650,0.6,0.44,1.3990035,1.3453271 +2655,0.54,0.5,1.4599112,1.5337646 +2660,0.46,0.56,1.3708403,1.4092373 +2665,0.46,0.44,1.3061181,1.6409519 +2670,0.42,0.4,1.5635453,1.5341836 +2675,0.5,0.36,1.4068669,1.4566095 +2680,0.48,0.54,1.5398886,1.2213382 +2685,0.46,0.38,1.351144,1.4548726 +2690,0.72,0.4,1.0847832,1.5272678 +2695,0.32,0.44,1.6092839,1.6932782 +2700,0.48,0.42,1.4423018,1.3321178 +2705,0.5,0.54,1.40797,1.3202431 +2710,0.46,0.58,1.5006518,1.3733225 +2715,0.38,0.64,1.4141101,1.3647053 +2720,0.48,0.58,1.3268645,1.4224051 +2725,0.46,0.42,1.370726,1.5172244 +2730,0.38,0.58,1.6415673,1.5479411 +2735,0.36,0.62,1.5444847,1.1265244 +2740,0.46,0.32,1.4302448,1.7015653 +2745,0.52,0.5,1.3075274,1.3779968 +2750,0.6,0.42,1.4384061,1.3740557 +2755,0.58,0.48,1.2512727,1.5195764 +2760,0.56,0.4,1.4862847,1.4170021 +2765,0.42,0.38,1.390884,1.6671277 +2770,0.48,0.34,1.3564813,1.6942526 +2775,0.52,0.46,1.5163571,1.3918886 +2780,0.56,0.66,1.3453674,1.1870315 +2785,0.34,0.48,1.5738679,1.4703308 +2790,0.46,0.44,1.4473069,1.613121 +2795,0.5,0.48,1.3904746,1.6611096 +2800,0.58,0.5,1.4534891,1.4788302 +2805,0.44,0.58,1.2806734,1.2972198 +2810,0.42,0.48,1.4463726,1.3048074 +2815,0.5,0.6,1.4184691,1.2852668 +2820,0.48,0.54,1.3637811,1.337245 +2825,0.38,0.5,1.4358908,1.3881578 +2830,0.52,0.44,1.340315,1.6089624 +2835,0.44,0.64,1.4608597,1.155965 +2840,0.5,0.4,1.3491876,1.5639218 +2845,0.38,0.52,1.5773292,1.4972143 +2850,0.62,0.52,1.2380514,1.3669455 +2855,0.48,0.5,1.5244238,1.5026904 +2860,0.34,0.46,1.677352,1.3198128 +2865,0.44,0.38,1.3906913,1.6752139 +2870,0.5,0.42,1.3180438,1.689645 +2875,0.58,0.42,1.3047328,1.4250722 +2880,0.52,0.66,1.4929924,1.1994027 +2885,0.42,0.4,1.6022515,1.4674292 +2890,0.48,0.38,1.3366449,1.5844827 +2895,0.52,0.4,1.2892294,1.6696343 +2900,0.56,0.44,1.2814488,1.4007595 +2905,0.52,0.56,1.35174,1.2274654 +2910,0.38,0.54,1.5794717,1.2532486 +2915,0.3,0.56,1.6071374,1.2587907 +2920,0.46,0.5,1.3712267,1.3165811 +2925,0.36,0.42,1.567583,1.4649273 +2930,0.52,0.46,1.421564,1.6543461 +2935,0.42,0.58,1.668956,1.1593804 +2940,0.46,0.42,1.368806,1.6337633 +2945,0.58,0.46,1.4365828,1.3454453 +2950,0.46,0.48,1.3324258,1.3073155 +2955,0.6,0.48,1.1784097,1.5858606 +2960,0.4,0.48,1.4365994,1.428092 +2965,0.52,0.42,1.3971361,1.6073599 +2970,0.44,0.36,1.4310746,1.6033539 +2975,0.4,0.5,1.4508047,1.4960113 +2980,0.4,0.62,1.5876313,1.1561007 +2985,0.52,0.4,1.4173969,1.4736859 +2990,0.52,0.38,1.3109363,1.5495569 +2995,0.44,0.36,1.7182883,1.6109122 +3000,0.54,0.5,1.288664,1.3554248 +3005,0.44,0.56,1.4774421,1.227076 +3010,0.46,0.54,1.282239,1.3179969 +3015,0.36,0.6,1.6533431,1.3060141 +3020,0.52,0.5,1.351026,1.2372681 +3025,0.44,0.4,1.39129,1.4266323 +3030,0.54,0.4,1.4005924,1.5576947 +3035,0.36,0.6,1.4277802,1.1363976 +3040,0.54,0.34,1.2803247,1.7006711 +3045,0.52,0.46,1.3495709,1.4237399 +3050,0.48,0.52,1.2650878,1.3464792 +3055,0.48,0.5,1.5162746,1.4767479 +3060,0.6,0.4,1.3067234,1.4768643 +3065,0.52,0.46,1.2445897,1.5827956 +3070,0.42,0.38,1.418473,1.5814313 +3075,0.64,0.44,1.280436,1.4076003 +3080,0.42,0.56,1.4902442,1.0983943 +3085,0.48,0.4,1.416675,1.4669564 +3090,0.34,0.4,1.5172508,1.5342722 +3095,0.58,0.44,1.5070319,1.6791596 +3100,0.48,0.4,1.4088434,1.3268344 +3105,0.44,0.56,1.4153495,1.2936527 +3110,0.42,0.62,1.5369809,1.319585 +3115,0.58,0.54,1.2389944,1.2541115 +3120,0.52,0.52,1.5011358,1.3565035 +3125,0.46,0.48,1.5346392,1.3670723 +3130,0.52,0.48,1.2917644,1.6133506 +3135,0.5,0.62,1.4880638,1.1119354 +3140,0.46,0.4,1.3706408,1.5396357 +3145,0.62,0.54,1.1900945,1.3411216 +3150,0.54,0.52,1.1531417,1.3140194 +3155,0.54,0.5,1.2046554,1.4971302 +3160,0.54,0.38,1.2849399,1.3947802 +3165,0.42,0.44,1.3832953,1.5517211 +3170,0.46,0.4,1.5660208,1.5660071 +3175,0.38,0.4,1.5038705,1.4747596 +3180,0.46,0.62,1.3994049,1.1733855 +3185,0.48,0.44,1.4674965,1.5359654 +3190,0.48,0.46,1.2974997,1.5763432 +3195,0.5,0.4,1.2758311,1.6524769 +3200,0.54,0.48,1.2837126,1.401994 +3205,0.44,0.54,1.6350616,1.2540274 +3210,0.56,0.54,1.309458,1.2986093 +3215,0.46,0.62,1.4212345,1.2855859 +3220,0.42,0.5,1.3628236,1.4067307 +3225,0.62,0.44,1.1225061,1.3373227 +3230,0.48,0.36,1.4282372,1.5314505 +3235,0.58,0.56,1.2276394,1.1576378 +3240,0.34,0.26,1.55853,1.6650031 +3245,0.34,0.56,1.7965958,1.4443352 +3250,0.62,0.58,1.3122506,1.354916 +3255,0.5,0.44,1.3427769,1.519971 +3260,0.56,0.44,1.3642062,1.4578153 +3265,0.58,0.42,1.2567143,1.6255783 +3270,0.56,0.42,1.1823899,1.6052002 +3275,0.5,0.44,1.4762464,1.389223 +3280,0.54,0.6,1.2183778,1.1461582 +3285,0.56,0.38,1.3282869,1.4605744 +3290,0.58,0.46,1.2830707,1.5738418 +3295,0.54,0.38,1.3739685,1.617641 +3300,0.52,0.56,1.3591499,1.3456143 +3305,0.38,0.62,1.2286108,1.2083389 +3310,0.48,0.56,1.397031,1.2696661 +3315,0.54,0.62,1.1316375,1.3016208 +3320,0.62,0.54,1.2171592,1.3463309 +3325,0.54,0.44,1.1879663,1.3689468 +3330,0.48,0.44,1.1985205,1.5593473 +3335,0.62,0.62,1.124998,1.0870899 +3340,0.5,0.3,1.2549075,1.6145343 +3345,0.38,0.44,1.5553137,1.3791893 +3350,0.34,0.52,1.2799401,1.2749573 +3355,0.56,0.58,1.3231415,1.5159153 +3360,0.46,0.5,1.4019263,1.376562 +3365,0.5,0.44,1.2876298,1.591404 +3370,0.58,0.42,1.312808,1.6418201 +3375,0.5,0.42,1.2330136,1.4561305 +3380,0.58,0.6,1.2592778,1.1891559 +3385,0.44,0.46,1.3617918,1.4652956 +3390,0.56,0.4,1.3400537,1.5451767 +3395,0.58,0.46,1.2957864,1.6177875 +3400,0.46,0.54,1.3851068,1.3874335 +3405,0.46,0.56,1.4149048,1.1311623 +3410,0.52,0.46,1.3090732,1.1822108 +3415,0.64,0.54,1.2472728,1.276523 +3420,0.5,0.56,1.3268086,1.3571103 +3425,0.54,0.52,1.1390339,1.3083396 +3430,0.5,0.56,1.3612813,1.6042088 +3435,0.52,0.64,1.2657033,1.1277337 +3440,0.48,0.38,1.2267746,1.6491807 +3445,0.48,0.62,1.4913074,1.3579323 +3450,0.52,0.42,1.166328,1.2670767 +3455,0.64,0.5,1.3413818,1.5577313 +3460,0.5,0.52,1.1794729,1.2509552 +3465,0.56,0.42,1.35405,1.7173959 +3470,0.64,0.38,1.1418058,1.5415498 +3475,0.48,0.4,1.1920843,1.3979819 +3480,0.46,0.6,1.439711,1.1204835 +3485,0.58,0.38,1.3868555,1.4897248 +3490,0.56,0.38,1.4759179,1.4685 +3495,0.44,0.42,1.3293747,1.5438509 +3500,0.52,0.46,1.2146757,1.4543222 +3505,0.58,0.56,1.3133754,1.2118908 +3510,0.48,0.6,1.2373542,1.1836021 +3515,0.48,0.62,1.4407129,1.2274092 +3520,0.48,0.5,1.5195312,1.2710074 +3525,0.62,0.38,1.2409967,1.3213154 +3530,0.5,0.48,1.2975155,1.6112033 +3535,0.5,0.6,1.4383736,1.1611363 +3540,0.46,0.38,1.3565174,1.5941272 +3545,0.44,0.52,1.3063055,1.3106368 +3550,0.48,0.58,1.3443829,1.3206897 +3555,0.44,0.56,1.3507133,1.4422308 +3560,0.56,0.48,1.275808,1.2631093 +3565,0.46,0.4,1.3287545,1.5523812 +3570,0.44,0.42,1.4266983,1.5878557 +3575,0.58,0.44,1.1031231,1.313559 +3580,0.58,0.62,1.4133643,1.093205 +3585,0.58,0.4,1.192294,1.4233792 +3590,0.6,0.42,1.0404984,1.5014523 +3595,0.44,0.4,1.4649103,1.6650558 +3600,0.4,0.48,1.3955096,1.3417635 +3605,0.6,0.6,1.3037494,1.2112732 +3610,0.44,0.5,1.4944015,1.2123758 +3615,0.5,0.62,1.3362466,1.1688437 +3620,0.62,0.6,1.231832,1.2107227 +3625,0.62,0.48,1.166349,1.3670251 +3630,0.4,0.46,1.6463455,1.501364 +3635,0.52,0.58,1.2848139,1.1968075 +3640,0.56,0.4,1.4366989,1.6437747 +3645,0.56,0.44,1.142681,1.3217593 +3650,0.54,0.44,1.2087954,1.3111321 +3655,0.62,0.48,1.1808277,1.4998206 +3660,0.54,0.48,1.3567703,1.3308578 +3665,0.54,0.42,1.2372731,1.5890137 +3670,0.46,0.46,1.3091033,1.5904518 +3675,0.42,0.44,1.4315785,1.3684696 +3680,0.56,0.64,1.223673,1.0858723 +3685,0.44,0.5,1.5001591,1.4627513 +3690,0.56,0.38,1.3199922,1.6154367 +3695,0.42,0.4,1.3056351,1.5378456 +3700,0.58,0.52,1.3468888,1.4434007 +3705,0.62,0.58,1.25552,1.2096336 +3710,0.4,0.6,1.3630596,1.2018834 +3715,0.54,0.6,1.3373115,1.2272246 +3720,0.48,0.52,1.3471038,1.2644671 +3725,0.56,0.5,1.2886204,1.2580378 +3730,0.54,0.5,1.2191193,1.5152665 +3735,0.5,0.62,1.3484482,1.0369993 +3740,0.46,0.42,1.216706,1.5679425 +3745,0.44,0.5,1.410691,1.2952057 +3750,0.62,0.48,1.1135143,1.329484 +3755,0.52,0.48,1.330418,1.4457768 +3760,0.4,0.46,1.5648335,1.3652965 +3765,0.44,0.38,1.3442035,1.5450484 +3770,0.56,0.42,1.2593604,1.5783379 +3775,0.48,0.52,1.1877899,1.3553245 +3780,0.56,0.6,1.3581997,1.0726848 +3785,0.46,0.5,1.4547764,1.4386085 +3790,0.62,0.36,1.2302749,1.4909793 +3795,0.54,0.46,1.2336749,1.634465 +3800,0.56,0.5,1.221635,1.3517779 +3805,0.56,0.62,1.2502524,1.1861331 +3810,0.48,0.6,1.5036987,1.16383 +3815,0.4,0.6,1.5572159,1.1857419 +3820,0.48,0.56,1.3916744,1.2705301 +3825,0.48,0.5,1.4625266,1.2641454 +3830,0.58,0.5,1.259544,1.5511817 +3835,0.44,0.6,1.552464,1.1073362 +3840,0.48,0.42,1.3295501,1.5913757 +3845,0.6,0.46,1.329196,1.3519723 +3850,0.42,0.36,1.2533048,1.2630844 +3855,0.58,0.52,1.1841499,1.4734818 +3860,0.52,0.42,1.2794574,1.3488364 +3865,0.54,0.46,1.3492142,1.4981171 +3870,0.54,0.38,1.2113796,1.4575435 +3875,0.44,0.52,1.3073257,1.4031192 +3880,0.52,0.62,1.427355,1.0598036 +3885,0.52,0.52,1.3807968,1.4562854 +3890,0.48,0.42,1.2035282,1.5116677 +3895,0.46,0.44,1.695611,1.5591421 +3900,0.58,0.54,1.2298522,1.3176384 +3905,0.5,0.62,1.400524,1.1328527 +3910,0.5,0.58,1.410729,1.1444104 +3915,0.48,0.6,1.6102623,1.15247 +3920,0.44,0.52,1.319447,1.3091351 +3925,0.52,0.5,1.2296226,1.2419024 +3930,0.54,0.46,1.3760937,1.4476786 +3935,0.4,0.62,1.2926648,1.1910312 +3940,0.54,0.34,1.3039163,1.6807218 +3945,0.62,0.44,1.1412646,1.2837466 +3950,0.52,0.56,1.2419708,1.267363 +3955,0.5,0.5,1.3578141,1.4525616 +3960,0.6,0.5,1.2430972,1.3732255 +3965,0.58,0.44,1.2527677,1.5412883 +3970,0.54,0.44,1.3293169,1.4914418 +3975,0.54,0.5,1.1472441,1.4289825 +3980,0.56,0.68,1.4925021,1.0653173 +3985,0.46,0.44,1.4485208,1.5115551 +3990,0.46,0.4,1.4285468,1.4471784 +3995,0.52,0.46,1.3647699,1.5245281 +4000,0.44,0.48,1.2888902,1.31629 +4005,0.44,0.58,1.4606172,1.2012607 +4010,0.46,0.54,1.425813,1.2578859 +4015,0.56,0.64,1.1704718,1.190249 +4020,0.5,0.52,1.3336442,1.2828205 +4025,0.54,0.5,1.3979992,1.2707103 +4030,0.5,0.5,1.2091886,1.5194583 +4035,0.48,0.64,1.3712054,1.1542115 +4040,0.5,0.46,1.2954583,1.4807416 +4045,0.62,0.48,1.0716928,1.3020716 +4050,0.58,0.6,1.0271131,1.215603 +4055,0.64,0.54,1.1984515,1.427869 +4060,0.6,0.52,1.183426,1.3550531 +4065,0.46,0.4,1.3381275,1.5347971 +4070,0.42,0.4,1.5288532,1.4790646 +4075,0.54,0.48,1.3622879,1.372655 +4080,0.42,0.64,1.32642,1.1110154 +4085,0.48,0.4,1.4031981,1.4633282 +4090,0.46,0.38,1.2198162,1.4690944 +4095,0.56,0.46,1.2360642,1.6148866 +4100,0.56,0.52,1.258378,1.3282685 +4105,0.44,0.58,1.4898981,1.1775908 +4110,0.58,0.64,1.212046,1.1288208 +4115,0.52,0.6,1.4034107,1.2301396 +4120,0.54,0.52,1.2971921,1.2157845 +4125,0.66,0.48,1.0573012,1.2479868 +4130,0.5,0.4,1.4482287,1.4726611 +4135,0.48,0.68,1.2398158,1.0623206 +4140,0.38,0.42,1.4643567,1.53379 +4145,0.46,0.56,1.5782547,1.2462591 +4150,0.6,0.54,1.2475784,1.2844256 +4155,0.58,0.5,1.1549673,1.4695337 +4160,0.52,0.46,1.2938275,1.2992225 +4165,0.52,0.42,1.2604924,1.5114642 +4170,0.52,0.44,1.223006,1.4966623 +4175,0.44,0.44,1.4813972,1.3640965 +4180,0.46,0.62,1.2256095,1.0463116 +4185,0.56,0.46,1.2121564,1.4279462 +4190,0.54,0.46,1.3144568,1.6232654 +4195,0.5,0.48,1.2596534,1.5527173 +4200,0.52,0.6,1.228539,1.2931546 +4205,0.58,0.54,1.1142575,1.1007756 +4210,0.5,0.6,1.2843847,1.1908706 +4215,0.66,0.62,1.0724128,1.177975 +4220,0.58,0.5,1.0874357,1.2464156 +4225,0.6,0.62,1.1503922,1.197569 +4230,0.52,0.48,1.2614185,1.5070881 +4235,0.76,0.62,1.0152146,1.0526366 +4240,0.48,0.46,1.2104024,1.601235 +4245,0.4,0.5,1.4446063,1.2609553 +4250,0.46,0.52,1.3044869,1.3090476 +4255,0.64,0.54,1.2077165,1.4137241 +4260,0.5,0.5,1.3041354,1.368628 +4265,0.52,0.44,1.1361836,1.523777 +4270,0.56,0.44,1.2795169,1.5652215 +4275,0.58,0.48,1.2337388,1.3434589 +4280,0.64,0.68,1.2696458,1.0343703 +4285,0.5,0.44,1.3896121,1.4984565 +4290,0.56,0.42,1.2940605,1.4484288 +4295,0.64,0.42,1.1616697,1.5630219 +4300,0.52,0.52,1.3648691,1.3291377 +4305,0.64,0.6,1.2657123,1.1286124 +4310,0.52,0.52,1.2384545,1.1312244 +4315,0.66,0.54,1.2084355,1.2232294 +4320,0.56,0.56,1.2087529,1.2999121 +4325,0.62,0.6,1.1632465,1.251431 +4330,0.5,0.56,1.2276173,1.5008243 +4335,0.5,0.64,1.1874269,1.0921429 +4340,0.48,0.32,1.1517172,1.5011821 +4345,0.52,0.64,1.4187468,1.3151336 +4350,0.6,0.46,1.0666895,1.2727474 +4355,0.58,0.5,1.3049881,1.4530816 +4360,0.66,0.56,1.1140622,1.2781786 +4365,0.5,0.36,1.1880426,1.4821341 +4370,0.6,0.5,1.1310894,1.515401 +4375,0.64,0.56,1.0418243,1.3308624 +4380,0.5,0.6,1.4389492,1.0013313 +4385,0.58,0.42,1.3350488,1.3979551 +4390,0.52,0.46,1.4049239,1.464245 +4395,0.54,0.44,1.2394503,1.5431937 +4400,0.6,0.52,1.1868135,1.1971525 +4405,0.62,0.6,1.0972335,1.160917 +4410,0.54,0.62,1.2061965,1.1703019 +4415,0.56,0.62,1.2782124,1.1432949 +4420,0.52,0.6,1.4227291,1.2548058 +4425,0.5,0.56,1.176422,1.2192365 +4430,0.64,0.5,1.1630778,1.4977536 +4435,0.48,0.66,1.4185961,1.021078 +4440,0.42,0.4,1.3136549,1.49885 +4445,0.5,0.58,1.2680017,1.3017002 +4450,0.58,0.58,1.1761537,1.3279229 +4455,0.46,0.52,1.3252338,1.4541572 +4460,0.58,0.56,1.0925654,1.3283455 +4465,0.6,0.44,1.2314237,1.4588846 +4470,0.54,0.46,1.3810686,1.4859271 +4475,0.68,0.5,1.1167601,1.2259302 +4480,0.5,0.62,1.3931203,0.9722409 +4485,0.62,0.44,1.0785869,1.4040431 +4490,0.74,0.42,0.8809623,1.5182418 +4495,0.5,0.46,1.4506195,1.4947159 +4500,0.52,0.58,1.3134277,1.2141254 +4505,0.6,0.64,1.2059586,1.0748466 +4510,0.48,0.6,1.4078844,1.1656511 +4515,0.58,0.66,1.2934288,1.1492486 +4520,0.64,0.56,1.1407571,1.2562078 +4525,0.6,0.56,1.1633649,1.1872019 +4530,0.46,0.48,1.7190224,1.5223188 +4535,0.52,0.6,1.3071514,1.1778176 +4540,0.54,0.34,1.3643817,1.531699 +4545,0.56,0.6,1.054574,1.2509803 +4550,0.62,0.5,1.1633439,1.2924823 +4555,0.7,0.54,1.0672435,1.4915906 +4560,0.58,0.44,1.301333,1.2769637 +4565,0.62,0.48,1.2387786,1.418221 +4570,0.52,0.44,1.2119963,1.5328844 +4575,0.52,0.5,1.4262463,1.3534786 +4580,0.58,0.68,1.1768234,1.0212445 +4585,0.48,0.46,1.4128624,1.3339375 +4590,0.46,0.42,1.2504783,1.419325 +4595,0.5,0.42,1.1460488,1.5478525 +4600,0.58,0.52,1.3512967,1.2698693 +4605,0.56,0.54,1.1160486,1.1063846 +4610,0.48,0.54,1.2412502,1.1185765 +4615,0.46,0.7,1.2664064,1.1431935 +4620,0.46,0.52,1.146551,1.2554221 +4625,0.64,0.58,1.2626696,1.1769717 +4630,0.5,0.68,1.1737492,1.5226022 +4635,0.46,0.62,1.3991148,1.0103059 +4640,0.56,0.38,1.0664696,1.5279167 +4645,0.5,0.52,1.4053903,1.2700528 +4650,0.76,0.56,0.97626233,1.2100124 +4655,0.56,0.5,1.3132352,1.4189236 +4660,0.46,0.54,1.4232483,1.2628595 +4665,0.44,0.4,1.2225308,1.4525306 +4670,0.7,0.42,1.0813998,1.4642105 +4675,0.64,0.52,1.1680137,1.329035 +4680,0.52,0.64,1.3027301,1.0114592 +4685,0.48,0.48,1.3993082,1.3898407 +4690,0.6,0.46,1.178008,1.4359745 +4695,0.52,0.52,1.0414573,1.557771 +4700,0.66,0.6,1.0738173,1.1750826 +4705,0.66,0.64,1.2273599,1.1064717 +4710,0.52,0.54,1.5257888,1.1761206 +4715,0.46,0.68,1.517977,1.1428993 +4720,0.46,0.46,1.2462208,1.181826 +4725,0.48,0.54,1.4478126,1.1240617 +4730,0.62,0.46,1.1569908,1.4209384 +4735,0.52,0.64,1.5054986,1.0487896 +4740,0.62,0.48,1.1508745,1.4810758 +4745,0.6,0.5,1.2821072,1.2078142 +4750,0.48,0.46,1.2170737,1.2873225 +4755,0.58,0.54,1.0630039,1.4127631 +4760,0.6,0.6,1.1982102,1.2234007 +4765,0.54,0.44,1.2996881,1.5107499 +4770,0.52,0.46,1.1973252,1.3751996 +4775,0.5,0.52,1.3737046,1.2852402 +4780,0.48,0.68,1.3426201,1.0371356 +4785,0.54,0.48,1.3087544,1.3956364 +4790,0.54,0.46,1.1311148,1.4774622 +4795,0.36,0.54,1.6102484,1.551724 +4800,0.6,0.56,1.2262077,1.2079158 +4805,0.56,0.6,1.2918689,1.0448478 +4810,0.52,0.56,1.3244008,1.1272238 +4815,0.42,0.62,1.527982,1.1863763 +4820,0.58,0.5,1.2728424,1.2116657 +4825,0.54,0.48,1.1363522,1.2319205 +4830,0.46,0.44,1.332077,1.4535788 +4835,0.56,0.7,1.2117398,1.0878826 +4840,0.6,0.36,1.1585684,1.6445023 +4845,0.58,0.52,1.0633488,1.3078521 +4850,0.48,0.48,1.1249837,1.2134979 +4855,0.54,0.56,1.3727088,1.3650348 +4860,0.62,0.52,1.1455127,1.3587979 +4865,0.58,0.42,1.1841636,1.4774725 +4870,0.54,0.46,1.2110572,1.430077 +4875,0.54,0.56,1.2324624,1.3320632 +4880,0.6,0.66,1.3109994,0.95545393 +4885,0.48,0.52,1.2631307,1.4279532 +4890,0.44,0.5,1.3189479,1.362698 +4895,0.56,0.52,1.378839,1.4459805 +4900,0.52,0.54,1.2374492,1.2653841 +4905,0.44,0.64,1.3785946,1.0901085 +4910,0.56,0.58,1.3801461,1.116225 +4915,0.62,0.72,1.1441036,1.1748244 +4920,0.5,0.6,1.3019786,1.2350636 +4925,0.54,0.64,1.293776,1.1141841 +4930,0.5,0.54,1.1843328,1.4788245 +4935,0.54,0.7,1.3578842,1.1120744 +4940,0.52,0.54,1.2027142,1.3730463 +4945,0.68,0.52,1.0137091,1.1669194 +4950,0.66,0.54,1.0372193,1.2317685 +4955,0.66,0.52,1.077502,1.4378564 +4960,0.54,0.52,1.1220287,1.2691755 +4965,0.52,0.5,1.2299005,1.4070227 +4970,0.48,0.36,1.5442264,1.420087 +4975,0.5,0.54,1.2861859,1.3092898 +4980,0.46,0.64,1.123182,1.0002787 +4985,0.52,0.44,1.3106961,1.3217304 +4990,0.52,0.44,1.1836731,1.4962364 +4995,0.56,0.4,1.1036438,1.521941 +5000,0.6,0.58,1.1984873,1.2525891 +5005,0.52,0.68,1.4960634,1.0645776 +5010,0.56,0.54,1.1539234,1.0976862 +5015,0.54,0.58,1.3756845,1.1467654 +5020,0.5,0.54,1.2626357,1.2730628 +5025,0.52,0.6,0.95043886,1.1911147 +5030,0.42,0.46,1.3725979,1.4326465 +5035,0.58,0.72,1.2596657,0.9963071 +5040,0.44,0.4,1.443305,1.5610254 +5045,0.46,0.62,1.5639822,1.1969534 +5050,0.6,0.52,1.0977768,1.1813657 +5055,0.58,0.58,1.1373655,1.267857 +5060,0.48,0.54,1.3165854,1.2257948 +5065,0.68,0.46,1.1830841,1.5054654 +5070,0.5,0.44,1.0730104,1.480137 +5075,0.52,0.54,1.3468181,1.2291335 +5080,0.54,0.64,1.1504644,0.98095983 +5085,0.64,0.44,1.1869217,1.4094284 +5090,0.66,0.48,1.1351694,1.4496824 +5095,0.6,0.52,1.3879809,1.4616513 +5100,0.6,0.58,1.2330242,1.1735117 +5105,0.62,0.64,1.0392035,1.0942163 +5110,0.56,0.62,1.2113507,1.062312 +5115,0.64,0.64,1.1778256,1.1780405 +5120,0.74,0.6,1.0174291,1.2489526 +5125,0.54,0.62,0.96690065,1.197408 +5130,0.62,0.56,1.1383433,1.4343323 +5135,0.76,0.6,1.023384,1.0655377 +5140,0.52,0.46,1.2299196,1.5125808 +5145,0.4,0.5,1.4488013,1.1532954 +5150,0.54,0.5,1.1206981,1.2565349 +5155,0.6,0.48,1.208137,1.3440278 +5160,0.5,0.5,1.3259958,1.2418966 +5165,0.52,0.4,1.141275,1.4073008 +5170,0.6,0.38,1.2420723,1.4266365 +5175,0.6,0.54,1.2059469,1.3051373 +5180,0.68,0.7,1.2196949,0.9974818 +5185,0.62,0.48,1.1406103,1.4733275 +5190,0.58,0.54,1.1985984,1.4303024 +5195,0.62,0.52,1.0977691,1.43798 +5200,0.5,0.54,1.2474425,1.2881329 +5205,0.6,0.64,1.2247834,1.0735734 +5210,0.48,0.62,1.247149,1.0407196 +5215,0.7,0.68,1.0951393,1.1365007 +5220,0.58,0.52,1.1352824,1.2263494 +5225,0.6,0.58,1.0421703,1.125747 +5230,0.58,0.48,1.1129165,1.484333 +5235,0.48,0.64,1.1525491,1.1258457 +5240,0.56,0.38,1.1214939,1.5061532 +5245,0.56,0.48,1.3382084,1.2701341 +5250,0.64,0.54,1.0685352,1.2226231 +5255,0.58,0.52,1.3155838,1.3249878 +5260,0.64,0.58,1.0765401,1.1765494 +5265,0.56,0.5,1.1551765,1.489072 +5270,0.64,0.44,0.93323195,1.4296715 +5275,0.68,0.48,0.92259103,1.2763155 +5280,0.56,0.66,1.3425559,0.9104044 +5285,0.5,0.5,1.2983689,1.2766652 +5290,0.62,0.44,1.2693267,1.3940979 +5295,0.48,0.5,1.2939373,1.4178004 +5300,0.68,0.6,1.125368,1.1813073 +5305,0.66,0.64,1.0432792,1.0923429 +5310,0.54,0.68,1.1485283,1.0164862 +5315,0.44,0.7,1.2375492,1.1262865 +5320,0.5,0.54,1.3357065,1.183912 +5325,0.7,0.58,1.1634789,1.2051731 +5330,0.62,0.52,1.1207469,1.3820331 +5335,0.54,0.68,1.3791598,1.0123633 +5340,0.48,0.44,1.2281008,1.4667807 +5345,0.46,0.56,1.2050205,1.0872666 +5350,0.52,0.52,1.1455371,1.2219348 +5355,0.52,0.56,1.2424906,1.3139424 +5360,0.54,0.48,1.1345009,1.2294345 +5365,0.56,0.4,1.1386122,1.4018854 +5370,0.52,0.44,1.2508451,1.4287066 +5375,0.68,0.54,1.1131167,1.2038959 +5380,0.54,0.7,1.3456628,0.95635146 +5385,0.68,0.44,0.9997537,1.356593 +5390,0.72,0.42,0.81145036,1.3821727 +5395,0.5,0.5,1.332309,1.5279878 +5400,0.52,0.6,1.3129928,1.1041261 +5405,0.62,0.62,1.086645,1.0228899 +5410,0.52,0.6,1.3258482,1.1216974 +5415,0.58,0.64,1.332412,1.0622896 +5420,0.64,0.54,1.1280885,1.1269885 +5425,0.54,0.52,1.1291236,1.228428 +5430,0.54,0.52,1.4238734,1.3960725 +5435,0.56,0.68,1.2322965,1.0521448 +5440,0.48,0.38,1.2170225,1.5101758 +5445,0.72,0.6,0.9603598,1.071475 +5450,0.66,0.5,1.0614903,1.1921725 +5455,0.72,0.54,1.0091249,1.3497027 +5460,0.52,0.52,1.2992238,1.2596538 +5465,0.56,0.44,1.179416,1.4286368 +5470,0.52,0.48,1.129708,1.441098 +5475,0.54,0.52,1.3386722,1.232925 +5480,0.64,0.7,1.0595247,0.9058531 +5485,0.56,0.54,1.2996463,1.4193212 +5490,0.54,0.52,1.1758664,1.4825157 +5495,0.58,0.5,1.0962087,1.4561545 +5500,0.54,0.54,1.2789752,1.1781412 +5505,0.56,0.62,1.0510315,1.1342844 +5510,0.54,0.58,1.2189207,1.113282 +5515,0.44,0.7,1.2526176,1.1517533 +5520,0.48,0.54,1.1853836,1.2280102 +5525,0.62,0.56,1.1668296,1.1650765 +5530,0.7,0.5,1.0803577,1.3622022 +5535,0.52,0.74,1.284785,1.0521809 +5540,0.58,0.48,1.1106582,1.445415 +5545,0.58,0.58,1.2656399,1.1396134 +5550,0.7,0.54,0.9215039,1.2717555 +5555,0.5,0.5,1.2786853,1.3662772 +5560,0.52,0.56,1.4151926,1.2801425 +5565,0.44,0.52,1.2226716,1.3564212 +5570,0.6,0.52,1.1332067,1.4109806 +5575,0.64,0.5,1.0660484,1.2169229 +5580,0.62,0.62,1.1826175,0.9569482 +5585,0.5,0.52,1.3666531,1.2411162 +5590,0.64,0.44,1.1672432,1.3763074 +5595,0.66,0.56,1.0424173,1.4205459 +5600,0.56,0.54,1.0544854,1.1307232 +5605,0.62,0.68,1.1701858,1.0189011 +5610,0.52,0.66,1.4428313,1.1010733 +5615,0.44,0.68,1.4466664,1.0129944 +5620,0.48,0.48,1.2667183,1.162049 +5625,0.46,0.62,1.4864283,1.0938531 +5630,0.56,0.52,1.1602066,1.4527496 +5635,0.58,0.74,1.3518307,1.0038348 +5640,0.58,0.44,1.1014148,1.4723483 +5645,0.6,0.48,1.2060584,1.1735748 +5650,0.54,0.54,1.1506957,1.1695992 +5655,0.62,0.54,1.0127007,1.2288784 +5660,0.62,0.52,1.1185352,1.2063622 +5665,0.58,0.52,1.2465224,1.3779951 +5670,0.64,0.5,1.1022023,1.312917 +5675,0.64,0.58,1.1373665,1.30393 +5680,0.5,0.68,1.2626797,0.9140042 +5685,0.66,0.42,1.2728769,1.4243228 +5690,0.56,0.44,1.1449301,1.3856969 +5695,0.42,0.6,1.7345227,1.4233088 +5700,0.64,0.56,1.1196709,1.1275226 +5705,0.54,0.7,1.1959732,1.0095428 +5710,0.52,0.64,1.2010169,1.0129918 +5715,0.46,0.64,1.5049362,1.1264436 +5720,0.64,0.54,1.2602576,1.1367954 +5725,0.6,0.54,1.160672,1.1006109 +5730,0.52,0.48,1.2419565,1.451485 +5735,0.62,0.66,1.1320492,1.0865846 +5740,0.52,0.36,1.1510223,1.4911166 +5745,0.6,0.62,1.0225589,1.1514957 +5750,0.6,0.56,1.0819114,1.2101048 +5755,0.5,0.48,1.267584,1.3472307 +5760,0.62,0.54,1.0822647,1.2124405 +5765,0.5,0.48,1.0922815,1.3783509 +5770,0.58,0.42,1.141838,1.2757093 +5775,0.58,0.5,1.0844182,1.2012733 +5780,0.62,0.68,1.3012109,0.911288 +5785,0.5,0.54,1.3155121,1.3564588 +5790,0.62,0.46,1.2578168,1.405627 +5795,0.52,0.5,1.2456558,1.5649225 +5800,0.48,0.64,1.1834115,1.1619439 +5805,0.56,0.66,1.2463914,1.0006583 +5810,0.54,0.72,1.3033485,1.093346 +5815,0.64,0.7,1.0312861,1.0191255 +5820,0.56,0.5,1.1760223,1.3244638 +5825,0.52,0.64,1.2451961,1.0995046 +5830,0.62,0.5,1.1425987,1.4713597 +5835,0.5,0.62,1.2379893,1.0681206 +5840,0.58,0.5,1.1511363,1.4082615 +5845,0.62,0.58,0.9952049,1.1822399 +5850,0.58,0.52,1.0276082,1.226131 +5855,0.58,0.48,1.1617206,1.2594426 +5860,0.58,0.58,1.0509171,1.2700856 +5865,0.52,0.42,1.2566156,1.277694 +5870,0.58,0.44,1.4021565,1.3500592 +5875,0.54,0.52,1.1512771,1.2796576 +5880,0.54,0.72,1.1759921,0.9695668 +5885,0.54,0.42,1.2618483,1.3468645 +5890,0.54,0.46,1.169628,1.2712216 +5895,0.54,0.56,1.0746571,1.438302 +5900,0.66,0.62,0.98252696,1.1458657 +5905,0.52,0.6,1.3535324,0.95394355 +5910,0.64,0.64,1.158603,0.99188733 +5915,0.58,0.72,1.2477645,1.1873403 +5920,0.52,0.54,1.1441324,1.1814886 +5925,0.72,0.6,0.87590563,1.0243145 +5930,0.54,0.56,1.3392894,1.414331 +5935,0.56,0.68,1.1614311,1.0550772 +5940,0.46,0.42,1.4150673,1.369783 +5945,0.46,0.58,1.3051064,1.1782199 +5950,0.72,0.52,1.0778582,1.2125088 +5955,0.64,0.58,1.0733864,1.2701417 +5960,0.56,0.62,1.1898094,1.2148578 +5965,0.58,0.46,1.142566,1.3450799 +5970,0.62,0.48,1.0815676,1.377272 +5975,0.58,0.54,1.3950124,1.3497103 +5980,0.54,0.72,1.1204617,0.94916916 +5985,0.66,0.4,1.155141,1.3711572 +5990,0.7,0.46,1.0832471,1.4338853 +5995,0.62,0.58,1.1603051,1.4375877 +6000,0.54,0.62,1.211656,1.0942545 +6005,0.64,0.68,0.9793175,1.0690472 +6010,0.6,0.6,1.1132672,1.0211161 +6015,0.66,0.7,1.0541604,1.1327217 +6020,0.74,0.5,1.0950974,1.1317291 +6025,0.56,0.54,0.94655806,1.1637485 +6030,0.66,0.44,1.0185102,1.3608912 +6035,0.74,0.7,0.9045505,1.0303268 +6040,0.48,0.46,1.1375464,1.5769583 +6045,0.4,0.54,1.3852733,1.1164465 +6050,0.46,0.46,1.1455972,1.229054 +6055,0.7,0.52,1.0305874,1.2314922 +6060,0.52,0.54,1.2451575,1.2196679 +6065,0.56,0.42,1.0215054,1.4010178 +6070,0.56,0.42,1.1389666,1.4583902 +6075,0.56,0.54,1.1306812,1.267606 +6080,0.66,0.68,1.215664,0.82920897 +6085,0.62,0.5,1.1107466,1.3685684 +6090,0.64,0.52,1.1767724,1.3676089 +6095,0.72,0.58,1.0536169,1.4128351 +6100,0.6,0.56,1.1537843,1.1472554 +6105,0.64,0.72,1.1774999,0.9562607 +6110,0.6,0.66,1.2258339,1.0053241 +6115,0.72,0.62,0.9877916,1.1135454 +6120,0.56,0.48,1.1220578,1.3029932 +6125,0.64,0.6,0.9696412,1.0221356 +6130,0.6,0.6,1.1212132,1.4225607 +6135,0.54,0.7,1.12769,0.9286772 +6140,0.58,0.56,0.9993735,1.4683506 +6145,0.52,0.56,1.1922451,1.1131294 +6150,0.68,0.54,0.9708299,1.2030023 +6155,0.66,0.58,1.1520997,1.3525937 +6160,0.66,0.58,0.9648882,1.1477467 +6165,0.62,0.48,1.0576928,1.3628354 +6170,0.68,0.54,1.0241811,1.3278131 +6175,0.72,0.54,0.82599425,1.2237334 +6180,0.52,0.66,1.3285304,0.85549575 +6185,0.54,0.46,1.2769492,1.3412423 +6190,0.6,0.48,1.1602827,1.3204952 +6195,0.58,0.56,1.2347721,1.400626 +6200,0.68,0.58,1.0877547,1.0863552 +6205,0.68,0.62,0.96353376,1.0061344 +6210,0.68,0.68,1.0878955,1.0083001 +6215,0.52,0.64,1.1930127,1.0318804 +6220,0.56,0.54,1.2368591,1.1863736 +6225,0.66,0.6,1.0914161,1.1727958 +6230,0.68,0.48,1.046454,1.3712543 +6235,0.58,0.72,1.245545,0.9842595 +6240,0.56,0.38,1.1846673,1.4090837 +6245,0.48,0.64,1.2209893,1.1012474 +6250,0.66,0.56,1.1340655,1.2182289 +6255,0.54,0.56,1.2076652,1.2724849 +6260,0.58,0.52,1.1156497,1.1718783 +6265,0.56,0.44,1.070485,1.3309878 +6270,0.58,0.48,1.2153052,1.3500525 +6275,0.58,0.58,1.0449005,1.1568145 +6280,0.58,0.64,1.3404562,0.93350756 +6285,0.72,0.44,0.96606463,1.3119732 +6290,0.8,0.5,0.80552155,1.290439 +6295,0.54,0.54,1.3324574,1.360561 +6300,0.62,0.6,1.2968512,1.064143 +6305,0.66,0.68,1.0520396,1.0263381 +6310,0.58,0.58,1.2857138,1.0816962 +6315,0.54,0.64,1.1529738,1.0562059 +6320,0.68,0.5,1.0722837,1.2063669 +6325,0.68,0.56,0.9596218,1.0917984 +6330,0.54,0.5,1.5588688,1.3348354 +6335,0.54,0.66,1.0872487,1.0390363 +6340,0.5,0.46,1.1963568,1.3575233 +6345,0.64,0.62,0.918792,1.0468018 +6350,0.7,0.56,1.0290719,1.1631757 +6355,0.7,0.54,0.86060774,1.2324486 +6360,0.6,0.52,1.1929178,1.2187693 +6365,0.56,0.46,1.0812103,1.3017948 +6370,0.54,0.52,1.0698409,1.3189317 +6375,0.5,0.5,1.1936004,1.2443705 +6380,0.6,0.74,1.0334578,0.8387152 +6385,0.56,0.58,1.1723789,1.3503618 +6390,0.56,0.48,1.1563281,1.3411996 +6395,0.66,0.5,1.0893931,1.3105255 +6400,0.54,0.64,1.1967721,1.1570281 +6405,0.54,0.6,0.9769487,1.0689577 +6410,0.62,0.52,1.1220713,1.032424 +6415,0.56,0.7,1.1619419,1.1347759 +6420,0.62,0.52,0.96850884,1.1912173 +6425,0.6,0.68,1.114464,1.0486891 +6430,0.6,0.6,0.9524579,1.4683032 +6435,0.54,0.68,1.2762513,0.9746045 +6440,0.58,0.46,0.89090997,1.3428144 +6445,0.6,0.6,1.1740065,1.0426266 +6450,0.7,0.62,0.89807844,1.16018 +6455,0.56,0.5,1.2037799,1.1952192 +6460,0.5,0.6,1.3575128,1.1775879 +6465,0.48,0.52,1.2287722,1.3534148 +6470,0.66,0.44,1.0232581,1.3792235 +6475,0.64,0.6,0.9920131,1.2506883 +6480,0.6,0.66,1.1878216,0.92697924 +6485,0.48,0.52,1.2757212,1.2507933 +6490,0.64,0.52,1.1027875,1.4077063 +6495,0.54,0.54,0.9841841,1.3811615 +6500,0.66,0.58,0.97865313,1.0819985 +6505,0.62,0.72,1.0016497,1.0317566 +6510,0.52,0.62,1.3484244,1.0277073 +6515,0.46,0.72,1.4301152,0.9655843 +6520,0.54,0.6,1.1631633,1.2142458 +6525,0.52,0.6,1.349961,1.1597342 +6530,0.66,0.48,1.0645593,1.2861838 +6535,0.52,0.7,1.2782931,0.9357657 +6540,0.62,0.38,1.1416786,1.427031 +6545,0.62,0.56,1.1182733,1.0392737 +6550,0.58,0.6,1.0427208,1.1416788 +6555,0.62,0.5,1.0138421,1.2434732 +6560,0.6,0.5,1.101271,1.188858 +6565,0.56,0.4,1.2667357,1.433251 +6570,0.58,0.52,1.1274546,1.2065338 +6575,0.62,0.56,1.1776501,1.1539714 +6580,0.58,0.68,1.1351482,0.91442573 +6585,0.52,0.5,1.1334444,1.3243273 +6590,0.56,0.48,1.049212,1.3948541 +6595,0.48,0.58,1.5943946,1.3593031 +6600,0.66,0.56,1.0883212,1.1545066 +6605,0.54,0.54,1.116746,1.0516881 +6610,0.58,0.7,1.2379564,0.90455705 +6615,0.42,0.62,1.3305945,1.0661281 +6620,0.6,0.54,1.11977,1.1750964 +6625,0.66,0.56,1.1318223,1.0366356 +6630,0.62,0.46,1.211806,1.3454138 +6635,0.66,0.7,1.0100192,1.0425501 +6640,0.58,0.4,1.1039224,1.5136813 +6645,0.7,0.66,0.87441474,1.0296191 +6650,0.58,0.66,1.1154337,1.0885638 +6655,0.6,0.52,1.2674625,1.2823403 +6660,0.7,0.54,1.0584216,1.1860623 +6665,0.56,0.5,1.1159534,1.292186 +6670,0.58,0.48,1.0897933,1.2787024 +6675,0.58,0.56,1.0006384,1.2376934 +6680,0.62,0.7,1.241373,0.84118044 +6685,0.62,0.44,1.1111798,1.3595926 +6690,0.56,0.5,1.1675998,1.2795237 +6695,0.58,0.6,1.2423669,1.3515139 +6700,0.5,0.54,1.1394205,1.0158916 +6705,0.56,0.68,1.1629406,0.9366976 +6710,0.62,0.64,1.2529835,0.9873282 +6715,0.72,0.7,0.97297484,0.9168613 +6720,0.56,0.56,1.113777,1.1667204 +6725,0.62,0.66,1.2035176,1.0524381 +6730,0.64,0.48,1.1650592,1.306616 +6735,0.52,0.66,1.1946684,1.0380179 +6740,0.62,0.56,1.1347919,1.3119136 +6745,0.66,0.68,0.9322063,1.036763 +6750,0.64,0.52,0.9030363,1.1277595 +6755,0.66,0.56,0.922217,1.2595009 +6760,0.56,0.54,1.0447729,1.1926751 +6765,0.5,0.48,1.1212611,1.2590833 +6770,0.56,0.48,1.4123017,1.3530209 +6775,0.5,0.56,1.1283927,1.0957236 +6780,0.58,0.66,1.1352704,0.91043454 +6785,0.54,0.48,1.2611325,1.4440705 +6790,0.64,0.52,1.0838226,1.3493615 +6795,0.58,0.56,1.0443809,1.4025356 +6800,0.72,0.58,1.0246117,1.1113603 +6805,0.62,0.6,1.2944999,1.0056006 +6810,0.6,0.6,0.99784356,0.9945123 +6815,0.52,0.66,1.3988507,1.160076 +6820,0.54,0.56,1.0697109,1.18633 +6825,0.68,0.64,0.787684,0.8986148 +6830,0.5,0.52,1.3356307,1.3476578 +6835,0.54,0.66,1.1109536,0.8804032 +6840,0.54,0.4,1.3035043,1.4183433 +6845,0.58,0.58,1.3108007,1.0640464 +6850,0.64,0.62,1.0569429,1.1243231 +6855,0.72,0.54,0.98319185,1.2779708 +6860,0.54,0.6,1.3548961,1.1192732 +6865,0.58,0.48,1.0444909,1.3507776 +6870,0.58,0.46,1.0433352,1.3404808 +6875,0.58,0.52,1.3185486,1.0605754 +6880,0.64,0.7,1.0800775,0.85232705 +6885,0.66,0.44,1.0540147,1.3244365 +6890,0.72,0.5,1.0732968,1.276891 +6895,0.6,0.58,1.1478813,1.2936385 +6900,0.54,0.6,1.1556419,1.0303025 +6905,0.68,0.62,0.91667575,0.9919393 +6910,0.62,0.68,1.1024078,1.035476 +6915,0.58,0.7,1.0371339,1.0842309 +6920,0.7,0.54,0.9541274,1.1697049 +6925,0.62,0.62,1.0173172,1.1099533 +6930,0.66,0.54,1.0101815,1.3308865 +6935,0.74,0.7,0.8942211,0.9907985 +6940,0.66,0.42,1.0026854,1.344064 +6945,0.44,0.64,1.2534846,1.073951 +6950,0.56,0.52,1.0025526,1.119971 +6955,0.66,0.58,1.1632899,1.2544914 +6960,0.58,0.58,1.1265235,1.1877421 +6965,0.68,0.4,0.9715919,1.3306262 +6970,0.54,0.5,1.1599988,1.3713577 +6975,0.6,0.58,1.2117823,1.1301789 +6980,0.72,0.66,1.1713427,0.8841454 +6985,0.54,0.46,1.0751901,1.3071225 +6990,0.58,0.48,1.0084295,1.2603458 +6995,0.66,0.58,0.94306654,1.3631067 +7000,0.56,0.64,1.1263756,1.0225507 +7005,0.56,0.66,1.1397007,0.9494902 +7010,0.5,0.64,1.1287941,0.9895765 +7015,0.72,0.62,0.9348932,1.0498675 +7020,0.66,0.58,0.9890227,1.1958878 +7025,0.64,0.58,0.97767967,1.0644767 +7030,0.7,0.52,0.96349305,1.2835327 +7035,0.5,0.68,1.0820155,0.91597974 +7040,0.66,0.4,0.9462471,1.3148525 +7045,0.56,0.6,1.3273395,1.1171254 +7050,0.64,0.54,0.954418,1.0687062 +7055,0.58,0.6,1.084831,1.1847737 +7060,0.68,0.52,0.9351686,1.1685991 +7065,0.68,0.5,1.0026909,1.2772831 +7070,0.68,0.48,0.89486986,1.1953676 +7075,0.78,0.56,0.797892,1.2344168 +7080,0.54,0.7,1.2141451,0.87455565 +7085,0.58,0.48,1.1554846,1.3950216 +7090,0.6,0.5,1.1218345,1.2487363 +7095,0.58,0.62,1.1804236,1.283349 +7100,0.7,0.62,0.95363617,0.99520797 +7105,0.68,0.66,0.8906245,0.9685996 +7110,0.62,0.7,1.0241643,1.0330086 +7115,0.6,0.72,1.1258779,0.98665315 +7120,0.54,0.54,1.2436281,1.1792165 +7125,0.72,0.64,0.89841765,1.0834521 +7130,0.66,0.62,1.0119597,1.3505191 +7135,0.58,0.68,1.2783098,0.934824 +7140,0.52,0.5,1.0803534,1.3731824 +7145,0.5,0.64,1.1251361,1.037246 +7150,0.62,0.58,1.0391192,1.1859676 +7155,0.52,0.6,1.299759,1.2776662 +7160,0.6,0.66,1.0574495,1.1476684 +7165,0.6,0.48,1.0282505,1.3021756 +7170,0.6,0.58,1.1016194,1.2282586 +7175,0.58,0.64,0.98244566,1.0021298 +7180,0.46,0.68,1.2986401,0.8466059 +7185,0.72,0.46,0.94048536,1.3931894 +7190,0.76,0.52,0.71996963,1.3643887 +7195,0.58,0.56,1.2993277,1.1954209 +7200,0.52,0.64,1.2936207,1.0470991 +7205,0.68,0.7,1.0268142,0.9832489 +7210,0.56,0.58,1.203805,1.018526 +7215,0.62,0.72,1.1926451,1.0432504 +7220,0.8,0.52,1.046826,1.2823428 +7225,0.7,0.54,0.8306926,1.0147619 +7230,0.56,0.56,1.2855455,1.3505931 +7235,0.68,0.68,1.0360276,0.95975095 +7240,0.56,0.54,1.1981772,1.3809739 +7245,0.64,0.58,0.946725,0.9457939 +7250,0.68,0.58,1.0787448,1.1683611 +7255,0.66,0.56,0.8073776,1.2490377 +7260,0.68,0.54,1.1116502,1.1617608 +7265,0.62,0.6,1.1401347,1.2114036 +7270,0.54,0.52,1.0702438,1.2763333 +7275,0.56,0.56,1.2182678,1.1706071 +7280,0.68,0.7,1.0253987,0.8357019 +7285,0.58,0.48,1.1163337,1.274714 +7290,0.62,0.52,1.0718457,1.3053151 +7295,0.64,0.64,0.9195407,1.316602 +7300,0.56,0.66,1.089106,1.0446081 +7305,0.68,0.7,0.9094686,0.95962524 +7310,0.54,0.52,0.9975834,1.042455 +7315,0.54,0.7,1.2213321,1.049049 +7320,0.64,0.56,1.0648714,1.1897643 +7325,0.68,0.58,1.0362806,1.0470477 +7330,0.64,0.56,0.98895013,1.4305496 +7335,0.6,0.72,1.1814288,0.8788107 +7340,0.62,0.56,0.8919519,1.2598462 +7345,0.6,0.72,1.2398528,1.041749 +7350,0.76,0.64,0.86027557,1.1206863 +7355,0.58,0.48,1.1696962,1.2024908 +7360,0.42,0.6,1.3390507,1.1115203 +7365,0.52,0.5,1.1277088,1.2820228 +7370,0.76,0.56,0.8851265,1.2999468 +7375,0.62,0.54,0.935769,1.1475469 +7380,0.62,0.66,1.1152209,0.8563124 +7385,0.52,0.58,1.178841,1.1935071 +7390,0.6,0.52,0.9924829,1.2555884 +7395,0.7,0.56,0.9394533,1.2726392 +7400,0.6,0.6,1.0435151,1.0165682 +7405,0.62,0.74,1.0830005,0.9756023 +7410,0.52,0.64,1.3635293,0.9338589 +7415,0.54,0.78,1.3864955,0.96317506 +7420,0.5,0.52,1.1016685,1.1139894 +7425,0.52,0.62,1.4030614,1.0272591 +7430,0.62,0.52,1.0819005,1.3475862 +7435,0.58,0.68,1.2736554,0.9940911 +7440,0.68,0.52,1.0387611,1.3687598 +7445,0.66,0.6,1.0380151,1.0544579 +7450,0.52,0.48,1.0507035,1.1509572 +7455,0.6,0.54,0.91518813,1.1186924 +7460,0.64,0.58,1.0466253,1.0348796 +7465,0.58,0.5,1.1262332,1.2705762 +7470,0.64,0.52,0.9389595,1.2181618 +7475,0.64,0.52,1.226158,1.1138247 +7480,0.6,0.7,1.1755716,0.9044639 +7485,0.58,0.48,1.1189969,1.3779324 +7490,0.66,0.52,0.9629318,1.1993054 +7495,0.48,0.54,1.5962818,1.3619884 +7500,0.66,0.6,0.948398,0.9597664 +7505,0.6,0.72,1.1050681,0.9268276 +7510,0.54,0.6,1.1499776,0.91261697 +7515,0.54,0.64,1.3893298,1.0763676 +7520,0.62,0.52,1.02239,1.2554942 +7525,0.66,0.64,1.0327297,0.9745336 +7530,0.52,0.54,1.1137216,1.2682106 +7535,0.54,0.64,1.0333158,0.9389509 +7540,0.68,0.48,1.0827817,1.331343 +7545,0.66,0.66,0.8185652,0.99957186 +7550,0.6,0.66,1.0060588,1.0396148 +7555,0.64,0.5,1.0700407,1.2265286 +7560,0.62,0.56,1.0653867,1.0782989 +7565,0.5,0.6,1.1637168,1.1547438 +7570,0.72,0.46,1.0308849,1.3479096 +7575,0.62,0.54,1.0105122,1.0973445 +7580,0.64,0.72,1.205957,0.7698581 +7585,0.58,0.54,1.1729324,1.2103299 +7590,0.62,0.5,1.0671295,1.2547778 +7595,0.58,0.64,1.2134302,1.3202099 +7600,0.56,0.62,1.1192267,1.0620255 +7605,0.58,0.72,1.1322423,0.9109181 +7610,0.54,0.68,1.2083285,0.8970482 +7615,0.72,0.66,0.9609884,0.99970436 +7620,0.6,0.56,1.0616581,1.2084825 +7625,0.66,0.64,1.1318903,1.0070958 +7630,0.7,0.54,1.0283557,1.3590878 +7635,0.64,0.66,1.1430357,0.949307 +7640,0.66,0.58,0.97941375,1.229792 +7645,0.66,0.62,0.9257334,0.9936896 +7650,0.62,0.52,0.8277621,1.1513667 +7655,0.66,0.62,0.9160636,1.192179 +7660,0.62,0.56,0.99894595,1.106295 +7665,0.58,0.54,1.1469249,1.2374562 +7670,0.54,0.52,1.421002,1.2498912 +7675,0.52,0.56,1.1304202,1.1793723 +7680,0.6,0.7,0.95391154,0.8613431 +7685,0.52,0.36,1.2069608,1.3053067 +7690,0.66,0.54,1.0197914,1.2268524 +7695,0.62,0.56,1.0735066,1.3256521 +7700,0.74,0.58,0.90106916,0.9750998 +7705,0.6,0.68,1.1807866,0.9109669 +7710,0.66,0.68,0.9730063,0.9495114 +7715,0.54,0.74,1.2038646,1.0810616 +7720,0.52,0.58,1.1119331,1.1300615 +7725,0.68,0.6,0.8299771,1.0028275 +7730,0.52,0.5,1.243069,1.3135982 +7735,0.66,0.7,1.0260954,0.9155478 +7740,0.54,0.38,1.3017923,1.3565844 +7745,0.56,0.64,1.1987337,1.0195305 +7750,0.72,0.56,0.9642451,1.173975 +7755,0.72,0.58,0.94764894,1.246064 +7760,0.58,0.58,1.1459054,1.0948478 +7765,0.66,0.52,1.0488216,1.3061789 +7770,0.68,0.44,0.9710941,1.2921364 +7775,0.62,0.54,1.3424622,1.0962205 +7780,0.64,0.68,1.0955209,0.84214383 +7785,0.6,0.52,1.0348295,1.3086909 +7790,0.6,0.56,1.0471514,1.2530805 +7795,0.6,0.62,1.1560291,1.3227277 +7800,0.64,0.66,1.0903533,1.0427499 +7805,0.74,0.62,0.92563057,0.9185161 +7810,0.68,0.6,0.9452617,0.9638162 +7815,0.68,0.74,0.91033196,1.0492702 +7820,0.72,0.56,0.90097356,1.1134365 +7825,0.7,0.62,0.95458525,1.0559944 +7830,0.64,0.52,0.9009239,1.2098141 +7835,0.86,0.7,0.6969972,0.9697222 +7840,0.6,0.54,1.0203147,1.2703125 +7845,0.4,0.66,1.2448547,1.0277857 +7850,0.62,0.58,0.93370116,1.1153586 +7855,0.7,0.56,0.95652556,1.1750278 +7860,0.64,0.58,1.0028003,1.0908828 +7865,0.68,0.46,0.8811052,1.3096526 +7870,0.56,0.5,1.080592,1.2658311 +7875,0.58,0.56,1.0726769,1.1051255 +7880,0.72,0.66,1.1196154,0.76494765 +7885,0.68,0.56,0.93540704,1.2536012 +7890,0.66,0.52,0.9075514,1.2191159 +7895,0.62,0.6,0.85220003,1.1997697 +7900,0.6,0.66,1.1146721,1.0554527 +7905,0.58,0.68,1.1415925,0.9036682 +7910,0.56,0.7,1.0940201,0.9816045 +7915,0.7,0.7,0.93164366,1.0215166 +7920,0.72,0.58,0.9860518,1.1777298 +7925,0.66,0.64,0.9271483,1.0214006 +7930,0.66,0.54,1.0508131,1.3139288 +7935,0.52,0.64,1.1190419,0.94264966 +7940,0.62,0.46,0.9995008,1.385841 +7945,0.52,0.58,1.311385,1.0586716 +7950,0.72,0.54,0.95339197,1.1555927 +7955,0.62,0.66,1.1520003,1.2256386 +7960,0.7,0.52,0.8518417,1.1163013 +7965,0.74,0.52,0.96937585,1.3087828 +7970,0.66,0.56,0.8211849,1.205603 +7975,0.76,0.52,0.7887352,1.1025156 +7980,0.6,0.66,1.168281,0.8034414 +7985,0.52,0.5,1.2434992,1.3421024 +7990,0.66,0.6,1.0386415,1.2687845 +7995,0.56,0.58,1.1268802,1.274442 +8000,0.72,0.72,0.94000167,0.9920943 +8005,0.74,0.7,0.8938154,0.8834185 +8010,0.68,0.74,0.9840245,0.9193213 +8015,0.62,0.68,1.1222123,0.9043019 +8020,0.64,0.56,1.1084104,1.189194 +8025,0.62,0.62,0.985284,0.9526567 +8030,0.7,0.6,0.8953197,1.236149 +8035,0.52,0.68,1.174674,0.92146623 +8040,0.56,0.52,1.1037658,1.3143241 +8045,0.56,0.62,1.1327789,1.0696169 +8050,0.6,0.6,0.96371794,1.1291602 +8055,0.56,0.52,1.1336181,1.1135244 +8060,0.58,0.64,1.0769097,1.1072593 +8065,0.64,0.54,0.9588922,1.1492338 +8070,0.6,0.58,1.1759361,1.0994694 +8075,0.7,0.56,1.0363317,1.0614903 +8080,0.56,0.7,1.1813369,0.90326154 +8085,0.7,0.48,0.90605605,1.3103333 +8090,0.78,0.58,0.6880953,1.2157649 +8095,0.54,0.6,1.2787142,1.2544082 +8100,0.52,0.56,1.1859761,0.9993704 +8105,0.7,0.72,1.0062889,0.8839453 +8110,0.58,0.64,1.1139,1.0016229 +8115,0.6,0.72,1.1658036,0.9934625 +8120,0.8,0.58,0.9473265,1.1228873 +8125,0.7,0.68,0.896671,1.0808581 +8130,0.58,0.46,1.2234921,1.2341527 +8135,0.68,0.58,0.8762535,0.962516 +8140,0.58,0.54,1.1251856,1.3287941 +8145,0.72,0.64,0.8775615,0.9209535 +8150,0.62,0.6,0.97415316,1.0925139 +8155,0.72,0.6,0.7937891,1.1935906 +8160,0.7,0.58,0.97952634,1.1283689 +8165,0.56,0.46,1.0513785,1.1524605 +8170,0.56,0.6,0.99804825,1.3368392 +8175,0.62,0.6,1.2159137,1.0318185 +8180,0.7,0.76,0.97928315,0.77216303 +8185,0.64,0.54,0.9736066,1.2856491 +8190,0.6,0.52,1.1027176,1.32978 +8195,0.7,0.6,0.8741777,1.232087 +8200,0.56,0.68,1.0935135,0.9895046 +8205,0.66,0.7,0.8481587,0.93635255 +8210,0.66,0.56,1.031485,1.0160377 +8215,0.58,0.66,1.0616375,0.98300165 +8220,0.56,0.5,1.0057006,1.0964901 +8225,0.68,0.66,1.002934,0.96984893 +8230,0.6,0.58,0.9189644,1.2667594 +8235,0.62,0.72,1.0861986,0.89686507 +8240,0.72,0.52,0.90217614,1.1852895 +8245,0.66,0.66,1.0625031,0.94629884 +8250,0.7,0.56,0.87288934,1.1242626 +8255,0.58,0.62,1.0741626,1.1951728 +8260,0.52,0.56,1.2736942,1.0645791 +8265,0.54,0.56,1.0893235,1.1561044 +8270,0.78,0.5,0.80468714,1.2334639 +8275,0.66,0.58,0.89022124,1.082072 +8280,0.56,0.74,1.0570166,0.8898689 +8285,0.64,0.54,1.2566831,1.3117219 +8290,0.58,0.58,1.0530405,1.273195 +8295,0.72,0.64,0.8561564,1.2728493 +8300,0.64,0.6,0.9953412,1.1005228 +8305,0.68,0.74,1.0171483,0.9061589 +8310,0.58,0.68,1.2967942,0.89465606 +8315,0.48,0.74,1.319638,0.8566374 +8320,0.58,0.52,1.1908929,1.12963 +8325,0.56,0.76,1.2681259,0.9669722 +8330,0.64,0.52,1.036178,1.2599713 +8335,0.54,0.6,1.3094631,0.94024336 +8340,0.68,0.56,1.1129402,1.2968147 +8345,0.66,0.64,1.0756205,1.0820845 +8350,0.62,0.62,0.99201936,1.1592593 +8355,0.6,0.56,0.9651718,1.1870222 +8360,0.66,0.64,0.93721235,1.1158782 +8365,0.56,0.52,1.1417098,1.181532 +8370,0.68,0.54,0.91357875,1.2278562 +8375,0.62,0.58,1.1513748,1.1306219 +8380,0.68,0.68,1.0896164,0.8415592 +8385,0.64,0.5,1.0636373,1.261034 +8390,0.58,0.58,0.8903526,1.2020543 +8395,0.42,0.68,1.4504962,1.3370028 +8400,0.68,0.62,0.8878928,0.9708171 +8405,0.64,0.72,1.1034921,0.9037558 +8410,0.58,0.66,1.128275,0.9237183 +8415,0.54,0.68,1.3905827,1.0104783 +8420,0.64,0.54,1.003424,1.1423858 +8425,0.64,0.64,0.9461337,1.068745 +8430,0.58,0.56,1.0267323,1.2128541 +8435,0.6,0.74,0.94597006,0.9214003 +8440,0.58,0.46,0.96412766,1.282652 +8445,0.66,0.64,0.8466417,0.95956963 +8450,0.66,0.58,0.8773267,0.9589814 +8455,0.62,0.46,1.0461761,1.1704181 +8460,0.66,0.64,0.9140969,1.1103116 +8465,0.54,0.58,1.0478706,1.1710888 +8470,0.66,0.6,0.9057318,1.2051316 +8475,0.7,0.58,1.0042837,1.0292964 +8480,0.64,0.68,1.1029038,0.741154 +8485,0.54,0.56,1.0528625,1.2376525 +8490,0.66,0.54,1.0629753,1.1967452 +8495,0.66,0.66,1.1321702,1.2733624 +8500,0.58,0.58,1.0444245,0.8927899 +8505,0.6,0.72,1.0404452,0.85807174 +8510,0.62,0.68,1.1969056,0.9597519 +8515,0.76,0.7,0.8046669,0.90809035 +8520,0.64,0.54,1.0482646,1.1649703 +8525,0.66,0.6,1.2375598,1.0552028 +8530,0.68,0.52,0.9926564,1.2025107 +8535,0.6,0.62,1.1690955,0.8930166 +8540,0.7,0.54,0.9512508,1.1512052 +8545,0.66,0.72,0.954006,0.9958646 +8550,0.68,0.54,0.7728813,1.1269495 +8555,0.7,0.56,0.88999367,1.2345756 +8560,0.6,0.54,0.9710366,1.1750865 +8565,0.52,0.52,1.1137971,1.1346189 +8570,0.54,0.52,1.3187982,1.2642053 +8575,0.64,0.6,1.0396537,1.0565494 +8580,0.6,0.7,1.0705811,0.8586102 +8585,0.5,0.4,1.2100674,1.386905 +8590,0.66,0.58,0.99356323,1.2024859 +8595,0.58,0.6,1.0327009,1.3622558 +8600,0.64,0.62,0.90418375,0.97535765 +8605,0.6,0.72,1.1116738,0.9153425 +8610,0.68,0.72,0.9047874,0.87659323 +8615,0.64,0.68,1.2627823,0.9989395 +8620,0.64,0.52,1.0144752,1.177456 +8625,0.7,0.7,0.80152947,0.98691285 +8630,0.64,0.54,1.1931876,1.2806424 +8635,0.62,0.72,1.0582664,0.8856577 +8640,0.46,0.5,1.2293473,1.2935258 +8645,0.6,0.62,1.0556599,0.9499081 +8650,0.72,0.52,0.89126635,1.081627 +8655,0.8,0.58,0.85395247,1.1591263 +8660,0.56,0.62,1.0223303,1.0723492 +8665,0.66,0.56,1.0842695,1.2678893 +8670,0.62,0.48,0.9685094,1.2480546 +8675,0.58,0.58,1.1958323,1.0537808 +8680,0.56,0.74,1.0715952,0.82129884 +8685,0.72,0.44,1.0314285,1.2236357 +8690,0.6,0.52,1.0903441,1.2220464 +8695,0.62,0.58,1.019068,1.2891421 +8700,0.64,0.66,1.0263529,0.97115374 +8705,0.64,0.66,0.8043903,0.87915397 +8710,0.6,0.7,0.9542062,1.0179398 +8715,0.64,0.66,0.9363795,1.079248 +8720,0.72,0.56,0.8841102,1.0700324 +8725,0.6,0.6,0.9027722,0.9293608 +8730,0.64,0.6,0.8837956,1.28404 +8735,0.84,0.68,0.69941735,0.931148 +8740,0.68,0.48,0.91777784,1.3236617 +8745,0.44,0.6,1.1781181,0.98161227 +8750,0.66,0.5,0.9321172,1.13125 +8755,0.68,0.56,0.939409,1.2148538 +8760,0.64,0.58,0.91331756,1.0654402 +8765,0.62,0.6,0.95220447,1.1226887 +8770,0.56,0.5,1.1185253,1.25541 +8775,0.7,0.54,0.9616708,1.145372 +8780,0.72,0.74,1.0766696,0.73774946 +8785,0.62,0.54,0.86365217,1.3139682 +8790,0.64,0.58,0.86717635,1.223511 +8795,0.76,0.58,0.889776,1.3729702 +8800,0.7,0.54,1.0797359,0.99540883 +8805,0.68,0.68,1.055423,0.81686676 +8810,0.52,0.62,1.1295223,0.9572421 +8815,0.72,0.72,0.913062,0.9291359 +8820,0.7,0.54,0.96148944,1.1926473 +8825,0.8,0.64,0.7772269,0.9099325 +8830,0.72,0.58,0.9221534,1.3246591 +8835,0.66,0.72,1.0450354,0.8200608 +8840,0.7,0.56,0.9083593,1.2839313 +8845,0.56,0.62,1.2413265,0.91941434 +8850,0.66,0.6,0.8860954,1.0605705 +8855,0.6,0.66,1.1752495,1.2176299 +8860,0.74,0.62,0.8744155,1.0331637 +8865,0.72,0.54,0.8612897,1.2469583 +8870,0.74,0.5,0.7919475,1.1814232 +8875,0.84,0.6,0.6577089,1.0896606 +8880,0.54,0.7,1.1019683,0.82267076 +8885,0.6,0.52,1.1674984,1.2389084 +8890,0.66,0.56,0.9739801,1.1331552 +8895,0.66,0.64,1.1215881,1.2790991 +8900,0.74,0.66,0.82081634,0.9819098 +8905,0.78,0.72,0.69835013,0.8826877 +8910,0.58,0.72,0.95971125,0.8599821 +8915,0.64,0.74,1.1048416,0.95107913 +8920,0.6,0.58,1.1461064,1.1423674 +8925,0.66,0.66,0.9184944,0.89093184 +8930,0.76,0.58,0.92943555,1.2532647 +8935,0.62,0.7,1.2275767,0.89995486 +8940,0.56,0.56,1.0215085,1.2650654 +8945,0.58,0.66,1.111579,0.87015176 +8950,0.64,0.62,1.0525767,1.1583991 +8955,0.56,0.56,0.9988114,1.0608969 +8960,0.54,0.6,0.9385884,0.9533976 +8965,0.62,0.6,0.9336633,1.1629046 +8970,0.7,0.54,1.0953157,1.1971186 +8975,0.74,0.62,0.95148486,0.9630705 +8980,0.56,0.74,1.1993878,0.89052063 +8985,0.68,0.48,0.84141874,1.3497324 +8990,0.78,0.54,0.6515446,1.2681981 +8995,0.6,0.64,1.141096,1.2265885 +9000,0.44,0.7,1.163476,0.86663175 +9005,0.72,0.72,0.9254129,0.9313142 +9010,0.62,0.68,1.1699733,0.9109949 +9015,0.66,0.66,1.0659624,1.0010728 +9020,0.72,0.58,0.9336683,1.1365913 +9025,0.68,0.6,0.8513336,0.9627949 +9030,0.6,0.54,1.2435625,1.1869105 +9035,0.72,0.7,0.84380096,0.9257783 +9040,0.62,0.64,1.087152,1.2395711 +9045,0.66,0.66,0.8203264,0.8780855 +9050,0.58,0.64,0.9495651,1.1160163 +9055,0.74,0.62,0.7628033,1.0264425 +9060,0.62,0.64,1.1643472,1.1019797 +9065,0.62,0.58,1.0222044,1.1985817 +9070,0.58,0.6,0.9979553,1.2703395 +9075,0.56,0.62,1.0231112,0.98530763 +9080,0.66,0.74,0.98281235,0.7891237 +9085,0.74,0.52,0.8921736,1.1933193 +9090,0.7,0.5,0.9998586,1.2025484 +9095,0.62,0.6,0.8786987,1.2627205 +9100,0.58,0.58,1.0670307,1.065294 +9105,0.72,0.68,0.8922905,0.84737504 +9110,0.68,0.6,0.87329173,0.9638989 +9115,0.62,0.7,1.0633751,0.9927614 +9120,0.68,0.54,0.91257584,1.1150752 +9125,0.72,0.68,0.9134582,0.93327117 +9130,0.68,0.58,0.8718901,1.1769873 +9135,0.68,0.66,1.0195415,0.94363487 +9140,0.68,0.58,0.78000593,1.233885 +9145,0.6,0.7,1.0308114,0.9003419 +9150,0.74,0.64,0.78254926,1.1147318 +9155,0.56,0.58,1.1158258,1.102574 +9160,0.62,0.6,1.2010509,0.98862547 +9165,0.5,0.6,1.1332775,1.1565163 +9170,0.74,0.5,0.79537445,1.2024586 +9175,0.7,0.58,0.8170335,1.0409516 +9180,0.56,0.7,0.9860451,0.8156067 +9185,0.54,0.5,1.0992503,1.2480991 +9190,0.68,0.54,1.0009811,1.1941162 +9195,0.66,0.64,0.8417404,1.3013775 +9200,0.6,0.64,0.93944657,0.9256793 +9205,0.66,0.76,1.0390735,0.85531324 +9210,0.58,0.7,1.3578323,0.8910512 +9215,0.52,0.74,1.3069986,0.95027757 +9220,0.56,0.6,1.0988809,1.0656165 +9225,0.58,0.68,1.1771004,0.8935983 +9230,0.68,0.58,0.9466627,1.1795323 +9235,0.54,0.7,1.2563982,0.906725 +9240,0.64,0.6,1.0508564,1.1840059 +9245,0.66,0.62,1.0202777,0.9890631 +9250,0.6,0.54,0.9630119,1.1286803 +9255,0.64,0.58,0.89566123,1.0513105 +9260,0.68,0.62,0.92026335,1.116802 +9265,0.62,0.52,1.0785221,1.1356115 +9270,0.76,0.6,0.88823295,1.1285477 +9275,0.72,0.58,1.0466081,1.0122495 +9280,0.72,0.7,1.0051917,0.8190746 +9285,0.58,0.42,1.0203547,1.3109344 +9290,0.66,0.58,0.9043777,1.2128681 +9295,0.54,0.64,1.3855957,1.2179319 +9300,0.66,0.68,0.9928616,0.9312074 +9305,0.66,0.64,1.0116894,0.89730746 +9310,0.64,0.7,1.0530108,0.86834216 +9315,0.52,0.68,1.4329529,0.95772696 +9320,0.66,0.52,0.9526662,1.0521634 +9325,0.66,0.68,0.8899257,0.9449579 +9330,0.58,0.52,1.0923598,1.2286096 +9335,0.66,0.72,0.86566716,0.94933045 +9340,0.64,0.46,0.99580353,1.2598643 +9345,0.74,0.6,0.78945655,0.963714 +9350,0.66,0.62,0.9142947,1.1263505 +9355,0.66,0.6,1.0180241,1.119253 +9360,0.66,0.7,0.90052915,1.0170913 +9365,0.58,0.56,1.0605251,1.0621431 +9370,0.68,0.58,0.920466,1.1529384 +9375,0.58,0.6,0.8788371,0.99234235 +9380,0.68,0.7,1.0453871,0.7726372 +9385,0.64,0.48,1.0200722,1.243637 +9390,0.7,0.58,1.0442355,1.3026336 +9395,0.62,0.66,1.2529718,1.1899966 +9400,0.56,0.66,1.0621735,0.96035093 +9405,0.58,0.76,1.0893692,0.82801133 +9410,0.6,0.7,1.1203095,0.90076846 +9415,0.72,0.68,0.82133985,0.90995675 +9420,0.6,0.52,1.0380801,1.1138192 +9425,0.6,0.62,1.0782351,0.92127883 +9430,0.72,0.56,0.96529037,1.2637148 +9435,0.6,0.68,1.1785375,0.9623561 +9440,0.7,0.54,0.85938424,1.1292331 +9445,0.72,0.68,0.9055077,0.9691492 +9450,0.66,0.52,0.7486376,0.9712854 +9455,0.66,0.56,0.7904773,1.1953713 +9460,0.62,0.6,0.9588733,1.1207331 +9465,0.64,0.56,1.1088951,1.1133605 +9470,0.66,0.58,1.2451603,1.1507815 +9475,0.68,0.58,0.97469765,1.0559208 +9480,0.62,0.74,0.9361489,0.8219438 +9485,0.58,0.52,1.1431962,1.309666 +9490,0.74,0.56,0.92476445,1.1319319 +9495,0.7,0.66,0.9874273,1.1668282 +9500,0.7,0.66,0.8867659,0.9602812 +9505,0.62,0.68,1.1149356,0.8426416 +9510,0.62,0.64,0.9068614,0.87880415 +9515,0.58,0.68,1.2613728,1.0092424 +9520,0.56,0.5,1.022567,1.1516613 +9525,0.72,0.64,0.71764165,0.89538896 +9530,0.54,0.56,1.1000057,1.1771743 +9535,0.62,0.74,1.0812068,0.8974574 +9540,0.5,0.5,1.177009,1.115874 +9545,0.58,0.6,1.2277547,0.9076367 +9550,0.72,0.56,0.89699143,1.049354 +9555,0.74,0.6,0.8193428,1.1006684 +9560,0.64,0.66,1.0155609,1.033286 +9565,0.7,0.6,0.93315315,1.2095262 +9570,0.7,0.54,1.0072904,1.1481885 +9575,0.58,0.54,1.1847146,1.0692865 +9580,0.66,0.8,0.9878428,0.76268333 +9585,0.7,0.5,1.0990978,1.1784492 +9590,0.64,0.5,1.0487628,1.152478 +9595,0.66,0.64,0.95050246,1.2499208 +9600,0.76,0.66,0.9919452,0.889982 +9605,0.7,0.7,0.751937,0.8024616 +9610,0.6,0.7,0.93933547,0.8734577 +9615,0.64,0.74,0.9265665,1.0301896 +9620,0.72,0.52,0.85916436,1.1118492 +9625,0.68,0.66,0.9457469,0.93904096 +9630,0.68,0.6,0.82189393,1.193532 +9635,0.74,0.76,0.6859228,0.98009604 +9640,0.72,0.56,0.84464324,1.135193 +9645,0.5,0.72,1.1372546,0.9222471 +9650,0.64,0.48,0.8477081,1.1184633 +9655,0.7,0.58,0.89960045,1.0342981 +9660,0.68,0.62,0.9032124,1.0624423 +9665,0.72,0.56,0.8148664,1.0832906 +9670,0.58,0.58,1.0629938,1.200041 +9675,0.7,0.62,1.0087119,1.0833659 +9680,0.68,0.74,1.0658042,0.7651782 +9685,0.66,0.48,0.87272614,1.24153 +9690,0.68,0.6,0.878327,1.192035 +9695,0.66,0.7,0.75460684,1.2451644 +9700,0.64,0.64,1.0300828,0.90223694 +9705,0.66,0.7,1.0605836,0.8173375 +9710,0.56,0.78,1.0240914,0.84578234 +9715,0.68,0.66,0.91448516,0.9773894 +9720,0.74,0.54,0.820552,1.1995244 +9725,0.74,0.64,0.7217104,0.9150622 +9730,0.6,0.62,0.8682088,1.1986195 +9735,0.6,0.68,0.907628,0.9392938 +9740,0.74,0.52,0.9192142,1.218237 +9745,0.58,0.58,1.1410577,0.95553434 +9750,0.72,0.5,0.85544014,1.0668887 +9755,0.68,0.62,1.0359453,1.0385202 +9760,0.7,0.58,0.8379536,1.0223091 +9765,0.76,0.56,0.88575333,1.1425097 +9770,0.74,0.54,0.75022143,1.1189972 +9775,0.82,0.56,0.6446197,1.128526 +9780,0.6,0.66,1.0509486,0.798869 +9785,0.56,0.54,1.0987214,1.3142353 +9790,0.66,0.52,0.9854752,1.1759976 +9795,0.74,0.66,0.9920799,1.1531603 +9800,0.76,0.68,0.79827684,0.9833423 +9805,0.68,0.64,0.7845468,0.9041358 +9810,0.7,0.66,0.8611371,0.90198106 +9815,0.58,0.72,1.0549921,0.81788635 +9820,0.68,0.6,1.0396308,1.0414201 +9825,0.74,0.78,0.8224192,0.876791 +9830,0.74,0.54,0.8386586,1.196608 +9835,0.5,0.74,1.1545842,0.8441669 +9840,0.68,0.6,1.024469,1.1710865 +9845,0.56,0.62,1.0662532,0.9000244 +9850,0.64,0.66,1.0190214,1.0388051 +9855,0.64,0.62,1.0411172,1.1402633 +9860,0.66,0.54,0.9794265,1.0536971 +9865,0.7,0.56,0.8266477,1.1757622 +9870,0.64,0.5,1.0651779,1.1235242 +9875,0.7,0.64,0.93905395,0.97327334 +9880,0.54,0.72,1.1790468,0.76598495 +9885,0.74,0.48,0.8404053,1.3083618 +9890,0.76,0.6,0.627516,1.2193297 +9895,0.58,0.66,1.11599,1.1825386 +9900,0.64,0.62,1.2172258,0.89893854 +9905,0.74,0.7,0.9319502,0.86309713 +9910,0.62,0.66,1.0763118,0.8167946 +9915,0.66,0.8,1.1200634,0.9323351 +9920,0.74,0.54,0.8598973,1.0854095 +9925,0.74,0.64,0.7796698,0.9325434 +9930,0.64,0.56,1.1680454,1.1373268 +9935,0.68,0.62,0.8088779,0.90869904 +9940,0.6,0.56,1.1016054,1.2636665 +9945,0.74,0.7,0.80448854,0.8404291 +9950,0.74,0.56,0.9182739,1.0385379 +9955,0.76,0.54,0.71820796,1.1144618 +9960,0.74,0.6,0.9995297,1.1209588 +9965,0.62,0.62,0.96483094,1.0571542 +9970,0.62,0.56,0.8970047,1.1633935 +9975,0.56,0.6,1.1458752,1.0740196 +9980,0.66,0.74,0.82987213,0.7501651 +9985,0.6,0.44,0.93481505,1.3254409 +9990,0.62,0.48,1.0106438,1.2216817 +9995,0.7,0.6,0.8269277,1.2192398 +10000,0.58,0.7,1.0524843,1.0345753 +10005,0.7,0.7,0.84989196,0.79169893 +10010,0.6,0.68,0.88918084,0.91113436 +10015,0.54,0.7,0.9401532,0.992464 +10020,0.58,0.64,0.8980963,1.0510721 +10025,0.74,0.66,1.0500607,0.8942383 +10030,0.7,0.66,0.8026126,1.1754609 +10035,0.66,0.72,0.958782,0.83847064 +10040,0.7,0.58,0.8062069,1.1507425 +10045,0.68,0.62,0.9619328,0.8551434 +10050,0.72,0.6,0.7949126,1.1121051 +10055,0.66,0.64,1.0972883,1.0470489 +10060,0.56,0.6,1.1397263,1.0005522 +10065,0.56,0.56,1.1875811,1.0614756 +10070,0.8,0.52,0.7239227,1.144231 +10075,0.68,0.56,0.94130296,1.0568405 +10080,0.6,0.68,1.0092125,0.85808593 +10085,0.56,0.5,1.1087741,1.3667206 +10090,0.7,0.54,0.9682203,1.0779481 +10095,0.72,0.6,0.83681357,1.2525176 +10100,0.66,0.66,0.9526358,1.0271443 +10105,0.68,0.74,1.0237175,0.8059425 +10110,0.6,0.7,1.3051689,0.85795546 +10115,0.52,0.74,1.2610008,0.8201812 +10120,0.66,0.62,0.98843306,1.0482955 +10125,0.56,0.72,1.2293291,0.99931616 +10130,0.58,0.58,0.9701637,1.2428468 +10135,0.56,0.74,1.1739435,0.8426492 +10140,0.66,0.6,0.99505347,1.2800668 +10145,0.66,0.68,0.9377022,0.91058874 +10150,0.62,0.56,1.0112484,1.0719163 +10155,0.66,0.62,0.8412271,1.1661594 +10160,0.72,0.64,0.9352529,1.0570508 +10165,0.6,0.62,1.08641,1.1099526 +10170,0.72,0.6,0.8675273,1.1048872 +10175,0.68,0.62,0.97161376,1.0374058 +10180,0.66,0.74,1.0336031,0.8078959 +10185,0.68,0.5,1.0022,1.2771983 +10190,0.7,0.58,0.8414287,1.0875393 +10195,0.6,0.64,1.3354766,1.192875 +10200,0.7,0.64,0.84485686,0.90864915 +10205,0.62,0.66,0.9903202,0.83032435 +10210,0.66,0.72,0.9636731,0.81412345 +10215,0.56,0.72,1.3415308,0.8550795 +10220,0.68,0.56,0.8771393,1.084475 +10225,0.68,0.64,0.91822714,0.9856941 +10230,0.64,0.58,1.0372441,1.1992091 +10235,0.72,0.66,0.8707182,0.8492756 +10240,0.66,0.52,0.81372434,1.2592224 +10245,0.76,0.64,0.78352714,0.92879647 +10250,0.64,0.58,0.8270831,1.0182297 +10255,0.6,0.58,1.0333186,0.9730426 +10260,0.76,0.66,0.85939735,1.0185078 +10265,0.56,0.6,1.0284141,1.1009449 +10270,0.7,0.48,0.8830887,1.1179686 +10275,0.72,0.58,0.94833237,1.0136201 +10280,0.62,0.78,1.0402342,0.7354207 +10285,0.68,0.54,1.0075444,1.2636511 +10290,0.66,0.58,0.9038934,1.1776016 +10295,0.62,0.68,1.0503236,1.2119919 +10300,0.6,0.66,1.0022012,0.87414414 +10305,0.58,0.72,1.0088737,0.88274103 +10310,0.66,0.74,1.0719421,0.8402013 +10315,0.76,0.78,0.7242494,0.9025122 +10320,0.64,0.58,0.92940325,1.185606 +10325,0.64,0.7,1.0256833,0.95991766 +10330,0.72,0.54,0.8891937,1.2041554 +10335,0.62,0.68,1.0874008,0.8606583 +10340,0.68,0.64,0.8938576,1.1050401 +10345,0.72,0.72,0.75857663,0.92998767 +10350,0.64,0.58,0.86263084,1.0119563 +10355,0.74,0.6,0.7927911,1.0183024 +10360,0.72,0.62,0.91592574,1.0036397 +10365,0.62,0.62,1.0605129,1.1188258 +10370,0.62,0.58,1.231294,1.1807561 +10375,0.62,0.62,0.94731057,1.0668073 +10380,0.68,0.7,0.9279808,0.8101477 +10385,0.64,0.54,1.0432254,1.2274028 +10390,0.68,0.56,0.89750344,1.1918492 +10395,0.66,0.66,0.89597356,1.2199302 +10400,0.7,0.7,0.7432804,0.8763249 +10405,0.64,0.7,1.0117983,0.7667467 +10410,0.72,0.68,0.84877205,0.88576144 +10415,0.56,0.72,1.1378778,0.99359393 +10420,0.68,0.56,0.99609786,1.1204265 +10425,0.78,0.64,0.7731689,0.8021998 +10430,0.54,0.54,1.1100059,1.100406 +10435,0.64,0.72,0.918608,0.7897374 +10440,0.5,0.62,1.2065502,1.130571 +10445,0.64,0.62,1.0616755,0.88176316 +10450,0.78,0.58,0.8296059,1.0584952 +10455,0.7,0.62,0.80949706,1.0402821 +10460,0.68,0.62,0.98788595,1.004229 +10465,0.74,0.56,1.022471,1.175427 +10470,0.76,0.46,0.8827586,1.157328 +10475,0.68,0.6,1.171796,1.0348558 +10480,0.62,0.7,1.0800848,0.8364615 +10485,0.66,0.56,0.95728135,1.3253837 +10490,0.6,0.58,0.88183534,1.1107719 +10495,0.64,0.64,0.9906189,1.1827986 +10500,0.68,0.66,0.9891569,0.9562593 +10505,0.8,0.72,0.7140642,0.8690518 +10510,0.68,0.82,0.90920687,0.8629707 +10515,0.7,0.68,0.8450528,0.96642685 +10520,0.7,0.58,0.7323131,1.0436637 +10525,0.7,0.66,0.8657692,0.8403441 +10530,0.7,0.62,0.85027647,1.0864875 +10535,0.8,0.7,0.5731137,0.8968727 +10540,0.7,0.58,0.7717789,1.1772699 +10545,0.54,0.6,1.0599298,0.83441246 +10550,0.66,0.52,0.7574523,1.0835874 +10555,0.7,0.6,0.9993476,1.1126038 +10560,0.76,0.68,0.85633874,0.98652387 +10565,0.7,0.64,0.81668454,1.1497774 +10570,0.54,0.48,1.0540731,1.2033865 +10575,0.64,0.58,0.88438094,1.0711715 +10580,0.68,0.76,1.0802124,0.7392725 +10585,0.7,0.5,0.852996,1.2899495 +10590,0.78,0.58,0.7397866,1.1737038 +10595,0.68,0.6,0.74985117,1.1353205 +10600,0.64,0.68,1.0113358,0.93905413 +10605,0.74,0.7,0.99016625,0.8136024 +10610,0.56,0.78,1.0067189,0.86416787 +10615,0.7,0.64,0.86162156,1.0055208 +10620,0.66,0.6,0.8950577,1.1447535 +10625,0.72,0.74,0.7507466,0.8471922 +10630,0.68,0.56,0.9108319,1.1746591 +10635,0.56,0.7,0.9665143,0.8856754 +10640,0.64,0.56,0.8849313,1.1543556 +10645,0.54,0.68,1.0993475,0.9024411 +10650,0.72,0.58,0.8250067,1.0336831 +10655,0.74,0.64,1.0993351,1.1229811 +10660,0.78,0.66,0.7983549,1.0059438 +10665,0.78,0.54,0.83291715,1.0539289 +10670,0.78,0.56,0.6992079,1.0796344 +10675,0.76,0.6,0.6097439,1.0358311 +10680,0.56,0.72,1.0481662,0.6966806 +10685,0.6,0.56,0.9869829,1.326966 +10690,0.62,0.52,0.97094464,1.2113829 +10695,0.68,0.64,0.9928796,1.1285696 +10700,0.78,0.62,0.7190729,0.8981448 +10705,0.8,0.7,0.7170868,0.84234756 +10710,0.7,0.68,0.8813335,0.9093854 +10715,0.62,0.72,0.9834886,0.9043277 +10720,0.66,0.58,0.9481697,1.0753698 +10725,0.72,0.7,0.91520953,0.90726244 +10730,0.76,0.56,0.80198395,1.1922616 +10735,0.64,0.68,1.1191673,0.87328523 +10740,0.54,0.5,0.9484221,1.1438171 +10745,0.6,0.62,1.0466238,1.0705638 +10750,0.64,0.66,1.0025789,1.0000666 +10755,0.6,0.64,1.058138,1.0072001 +10760,0.6,0.62,0.9248698,0.950725 +10765,0.7,0.58,0.8510728,1.0841463 +10770,0.64,0.62,0.9753026,1.0595471 +10775,0.72,0.56,0.8782573,1.0341772 +10780,0.54,0.68,1.1542157,0.85414225 +10785,0.72,0.52,0.8428827,1.3081765 +10790,0.76,0.56,0.6558985,1.0863096 +10795,0.64,0.58,1.117101,1.2581102 +10800,0.6,0.72,1.102476,0.9109671 +10805,0.74,0.7,0.8787382,0.8078993 +10810,0.64,0.74,1.0780872,0.9095924 +10815,0.74,0.72,1.1132418,0.9167145 +10820,0.76,0.56,0.7999524,1.1347164 +10825,0.68,0.66,0.78441256,0.90429 +10830,0.6,0.64,1.1988313,1.1525978 +10835,0.76,0.7,0.79330444,0.8516524 +10840,0.58,0.56,0.95129806,1.1716934 +10845,0.78,0.66,0.78000146,0.7390129 +10850,0.74,0.58,0.8778006,1.0997719 +10855,0.72,0.62,0.64125544,1.0508065 +10860,0.7,0.6,0.94200516,1.049152 +10865,0.7,0.54,0.97115356,0.9863553 +10870,0.6,0.6,1.0078996,1.1995422 +10875,0.6,0.6,1.1320671,1.0227231 +10880,0.68,0.76,0.8526486,0.7421788 +10885,0.7,0.52,0.9353584,1.2451828 +10890,0.74,0.58,0.8797798,1.1187621 +10895,0.74,0.64,0.81452185,1.1878941 +10900,0.6,0.72,1.0133597,0.98798233 +10905,0.68,0.7,0.86338454,0.76903313 +10910,0.66,0.66,0.8890994,0.8426659 +10915,0.58,0.72,0.836693,0.9903233 +10920,0.62,0.64,0.8958389,1.0300366 +10925,0.72,0.6,0.9360212,0.89907026 +10930,0.74,0.62,0.8021932,1.1942884 +10935,0.72,0.7,0.9645634,0.8640084 +10940,0.62,0.6,0.7529117,1.0617985 +10945,0.66,0.66,1.0693628,0.90176773 +10950,0.72,0.58,0.81357956,0.99749815 +10955,0.58,0.64,1.056038,1.0541309 +10960,0.54,0.66,1.1483116,0.9763333 +10965,0.56,0.66,1.1345483,1.0789953 +10970,0.74,0.54,0.7672872,1.13942 +10975,0.68,0.58,0.78554034,0.9862644 +10980,0.62,0.74,0.98720396,0.80700904 +10985,0.62,0.5,1.110231,1.2684987 +10990,0.72,0.64,0.9532425,1.1020006 +10995,0.72,0.64,0.76997375,1.1995162 +11000,0.68,0.72,0.9975627,0.86677927 +11005,0.66,0.72,0.9148402,0.7860002 +11010,0.6,0.7,1.219706,0.89787185 +11015,0.54,0.72,1.2075338,0.799189 +11020,0.58,0.58,1.0767386,1.1185898 +11025,0.54,0.66,1.2430544,0.8988405 +11030,0.7,0.5,0.8720381,1.1644042 +11035,0.58,0.72,1.1494052,0.85541046 +11040,0.7,0.58,1.0577087,1.1679333 +11045,0.7,0.6,0.9762934,0.89767873 +11050,0.58,0.6,0.979215,1.0074606 +11055,0.6,0.52,0.835493,1.0427713 +11060,0.68,0.62,0.90875745,1.0457582 +11065,0.68,0.6,1.0322171,1.1116064 +11070,0.76,0.6,0.8188559,1.116787 +11075,0.72,0.64,0.9843512,1.0661536 +11080,0.7,0.68,0.9651494,0.74446046 +11085,0.62,0.5,0.976162,1.2795789 +11090,0.78,0.6,0.79153204,1.0983818 +11095,0.54,0.7,1.2740017,1.2103115 +11100,0.76,0.68,0.778065,0.86383134 +11105,0.64,0.72,1.1230255,0.7137416 +11110,0.72,0.66,0.84486526,0.8291695 +11115,0.54,0.72,1.2833884,0.93688726 +11120,0.76,0.5,0.8746672,1.1759067 +11125,0.68,0.7,0.898826,0.8998949 +11130,0.66,0.56,1.105863,1.1922396 +11135,0.6,0.66,0.86488307,0.86026055 +11140,0.64,0.58,0.8144564,1.1648368 +11145,0.82,0.68,0.7371399,0.7637828 +11150,0.72,0.64,0.8602113,0.996111 +11155,0.68,0.6,0.95744264,1.112325 +11160,0.64,0.62,0.8146365,1.0221981 +11165,0.54,0.56,1.0776002,0.9839177 +11170,0.7,0.52,0.8679699,1.1003397 +11175,0.68,0.66,0.925899,0.97741264 +11180,0.64,0.74,0.97504896,0.720744 +11185,0.62,0.46,1.0030183,1.1534851 +11190,0.66,0.58,0.9334749,1.1366489 +11195,0.7,0.66,1.0498544,1.1984185 +11200,0.6,0.7,0.94193804,0.85844743 +11205,0.6,0.68,0.8991026,0.78989166 +11210,0.64,0.78,1.1280417,0.86538374 +11215,0.8,0.72,0.7356627,0.85142976 +11220,0.62,0.54,1.0038583,1.1163899 +11225,0.64,0.7,1.0950041,0.8718306 +11230,0.74,0.58,0.8822624,1.0986346 +11235,0.68,0.68,1.1053226,0.81592906 +11240,0.64,0.66,0.98701006,1.0621043 +11245,0.76,0.62,0.7269409,0.7959789 +11250,0.72,0.58,0.67817533,1.0117314 +11255,0.8,0.64,0.74604386,1.0571604 +11260,0.62,0.64,0.9422344,0.9731884 +11265,0.64,0.62,0.9782942,1.041924 +11270,0.62,0.64,1.2327724,0.98409224 +11275,0.64,0.6,0.9515064,0.94366956 +11280,0.68,0.68,0.9643246,0.79522294 +11285,0.64,0.48,1.0125014,1.2339981 +11290,0.7,0.6,0.79636294,1.1547685 +11295,0.62,0.68,0.864633,1.0666655 +11300,0.7,0.74,0.7639256,0.8850033 +11305,0.56,0.8,0.9919016,0.7498567 +11310,0.68,0.68,0.8779381,0.8293242 +11315,0.58,0.74,1.1108086,0.93708205 +11320,0.68,0.54,0.95137984,1.0074071 +11325,0.82,0.68,0.6939803,0.8360576 +11330,0.52,0.58,1.1172305,1.1900085 +11335,0.64,0.74,1.0281332,0.7492439 +11340,0.56,0.56,1.1934532,1.1410049 +11345,0.7,0.6,1.0857066,0.84273374 +11350,0.74,0.5,0.78285944,1.1112103 +11355,0.8,0.68,0.7643406,1.0850263 +11360,0.66,0.64,0.9539534,0.971696 +11365,0.7,0.52,0.92666316,1.187307 +11370,0.74,0.5,0.80839515,1.1552471 +11375,0.64,0.58,1.1228209,0.9922163 +11380,0.58,0.76,0.91084504,0.8505841 +11385,0.64,0.52,0.953659,1.250868 +11390,0.64,0.54,0.9443157,1.2213284 +11395,0.7,0.64,0.9497152,1.1623771 +11400,0.76,0.66,0.8813316,0.92990166 +11405,0.74,0.74,0.6847501,0.76437986 +11410,0.72,0.78,0.8291782,0.90249044 +11415,0.72,0.68,0.846306,0.92319214 +11420,0.74,0.56,0.8590158,1.1780548 +11425,0.82,0.7,0.86867446,0.84126097 +11430,0.68,0.48,0.7830132,1.2064548 +11435,0.78,0.64,0.5859889,0.94957185 +11440,0.66,0.7,0.8029478,1.0587784 +11445,0.5,0.64,1.0517795,0.8879248 +11450,0.72,0.52,0.8388343,1.074766 +11455,0.74,0.62,0.9050314,0.95394117 +11460,0.72,0.64,0.77482283,0.9005188 +11465,0.74,0.6,0.8538525,1.0135516 +11470,0.62,0.56,0.9716383,1.0957112 +11475,0.68,0.68,1.0524051,1.0460881 +11480,0.7,0.76,1.0761243,0.7682537 +11485,0.68,0.52,0.7489288,1.2151182 +11490,0.76,0.54,0.83479196,1.1382238 +11495,0.74,0.6,0.7368924,1.1640253 +11500,0.66,0.68,1.0394155,0.87732965 +11505,0.72,0.78,1.0475833,0.7209118 +11510,0.6,0.74,0.9466899,0.7758493 +11515,0.74,0.64,0.8097607,0.8372174 +11520,0.74,0.54,0.8314264,1.1447555 +11525,0.72,0.64,0.73644507,0.87949264 +11530,0.76,0.54,0.8689811,1.2389821 +11535,0.6,0.72,1.0596178,0.8396495 +11540,0.64,0.6,0.8074834,1.090246 +11545,0.62,0.66,1.1407933,0.8850226 +11550,0.66,0.64,0.89022124,0.9861195 +11555,0.66,0.6,1.1250806,1.0577012 +11560,0.76,0.62,0.7496724,0.9651576 +11565,0.76,0.62,0.7702614,1.0402118 +11570,0.78,0.56,0.7316504,1.040687 +11575,0.86,0.6,0.61046314,1.0566909 +11580,0.62,0.74,1.0065557,0.8580431 +11585,0.66,0.58,1.0496503,1.208774 +11590,0.68,0.54,0.86302674,1.0975654 +11595,0.62,0.62,0.9623923,1.1672171 +11600,0.7,0.72,0.65563524,0.8181968 +11605,0.74,0.68,0.7616835,0.7588669 +11610,0.72,0.74,0.8213454,0.7809143 +11615,0.7,0.74,1.0186275,0.86505884 +11620,0.62,0.56,0.9965326,1.0846006 +11625,0.74,0.64,0.8817882,0.9085362 +11630,0.72,0.6,0.8675728,1.1618115 +11635,0.54,0.72,1.0486345,0.8111099 +11640,0.66,0.66,0.92479444,1.1626335 +11645,0.68,0.64,0.9929884,0.951843 +11650,0.68,0.54,0.99241364,1.0466583 +11655,0.64,0.6,0.95972687,1.0720357 +11660,0.68,0.66,0.88200015,0.93398786 +11665,0.72,0.58,0.726039,1.1730531 +11670,0.68,0.56,0.9597655,1.1169535 +11675,0.66,0.56,0.8718296,0.968719 +11680,0.64,0.64,1.0489763,0.80145 +11685,0.72,0.48,0.83496034,1.2796973 +11690,0.78,0.62,0.55317163,1.1276573 +11695,0.6,0.62,1.1094849,1.097465 +11700,0.62,0.7,1.0740949,0.8847915 +11705,0.76,0.68,0.7518782,0.7712175 +11710,0.64,0.72,0.96043783,0.8301563 +11715,0.7,0.7,1.0479081,0.91708493 +11720,0.78,0.56,0.89111006,1.1699672 +11725,0.72,0.64,0.7032814,0.9002881 +11730,0.64,0.5,1.1626368,1.1578021 +11735,0.74,0.68,0.7723137,0.9350031 +11740,0.62,0.54,0.96894073,1.1031691 +11745,0.76,0.7,0.79770696,0.8062732 +11750,0.7,0.66,0.86290604,1.0123192 +11755,0.74,0.68,0.6688603,0.91752106 +11760,0.72,0.66,1.0234287,1.0587702 +11765,0.7,0.62,0.9205294,0.9238689 +11770,0.62,0.52,0.80172974,1.1270186 +11775,0.6,0.6,1.0452592,0.9790355 +11780,0.74,0.76,0.89983916,0.74563515 +11785,0.68,0.46,0.8456592,1.2062216 +11790,0.7,0.56,0.93284124,1.1547945 +11795,0.7,0.64,0.7194509,1.1531242 +11800,0.66,0.64,0.9582694,0.9229047 +11805,0.7,0.68,0.8760425,0.85199904 +11810,0.76,0.74,0.8252534,0.8268956 +11815,0.6,0.68,0.7880209,0.8911837 +11820,0.7,0.62,0.73939,1.0036025 +11825,0.72,0.66,0.8312079,0.911221 +11830,0.72,0.64,0.6880677,1.2010207 +11835,0.62,0.72,0.9326227,0.8096936 +11840,0.7,0.66,0.7459143,1.0210035 +11845,0.68,0.62,0.8714987,0.893918 +11850,0.76,0.5,0.7337537,1.0183878 +11855,0.6,0.6,0.9829123,0.99636704 +11860,0.58,0.64,1.1869327,1.0206962 +11865,0.5,0.66,1.1499599,0.9618994 +11870,0.72,0.6,0.6072077,1.0867603 +11875,0.68,0.64,0.7525494,0.9765026 +11880,0.6,0.76,0.9070996,0.7402568 +11885,0.68,0.54,1.017217,1.2879351 +11890,0.66,0.68,0.93010145,1.1157802 +11895,0.76,0.58,0.79612464,1.2532516 +11900,0.68,0.72,0.8459453,0.89071983 +11905,0.76,0.72,0.9038028,0.7786757 +11910,0.62,0.7,1.254319,0.80112106 +11915,0.56,0.7,1.2619355,0.90468615 +11920,0.62,0.56,0.95327425,1.0483353 +11925,0.52,0.64,1.1200955,0.94518477 +11930,0.66,0.64,0.9209903,1.165391 +11935,0.58,0.76,1.1111919,0.82308006 +11940,0.76,0.64,0.9175853,1.1625384 +11945,0.66,0.66,0.91472435,0.8600954 +11950,0.62,0.66,0.8427301,1.0848705 +11955,0.6,0.6,0.8139867,0.9175296 +11960,0.66,0.64,0.8551614,1.044687 +11965,0.54,0.7,1.0591043,1.0037172 +11970,0.76,0.6,0.81943774,0.9686838 +11975,0.68,0.6,0.9541071,1.1001188 +11980,0.72,0.72,0.84745073,0.7842288 +11985,0.62,0.56,0.9093617,1.2281324 +11990,0.76,0.6,0.751891,1.1429086 +11995,0.56,0.62,1.2278818,1.1844182 +12000,0.78,0.66,0.7915567,0.847151 +12005,0.66,0.62,1.0289507,0.7230541 +12010,0.62,0.78,0.84885633,0.77355665 +12015,0.54,0.72,1.2412666,0.8624736 +12020,0.66,0.56,0.89187783,1.0754911 +12025,0.7,0.64,0.9313965,0.990876 +12030,0.66,0.6,0.9679724,1.2123735 +12035,0.68,0.72,0.81325966,0.83117646 +12040,0.7,0.58,0.831909,1.0411365 +12045,0.76,0.66,0.7390095,0.7929025 +12050,0.68,0.64,0.83707273,0.9676125 +12055,0.66,0.62,0.7936954,1.0456522 +12060,0.7,0.6,0.8905719,0.9667572 +12065,0.6,0.66,1.068301,0.9772857 +12070,0.66,0.66,0.8057526,1.0158622 +12075,0.7,0.64,0.97714067,0.9943794 +12080,0.66,0.72,0.9372047,0.7391002 +12085,0.74,0.54,0.81613433,1.2226889 +12090,0.76,0.6,0.9465796,1.1660067 +12095,0.66,0.6,1.0195706,1.3031274 +12100,0.62,0.66,1.0593936,0.8803352 +12105,0.6,0.76,0.9035032,0.6875032 +12110,0.56,0.8,1.091617,0.8666804 +12115,0.78,0.78,0.6562952,0.7420848 +12120,0.7,0.62,0.8961215,1.1017088 +12125,0.64,0.66,0.9207867,0.91877747 +12130,0.72,0.62,0.8372884,1.1455587 +12135,0.72,0.64,0.9029266,0.94317317 +12140,0.72,0.62,0.8560865,1.0262777 +12145,0.72,0.68,0.6690376,0.88655466 +12150,0.74,0.6,0.6325295,0.9419165 +12155,0.74,0.58,0.7268112,1.045412 +12160,0.74,0.66,0.9134958,0.9754271 +12165,0.62,0.66,0.9996378,0.98687774 +12170,0.66,0.58,1.0994651,1.1742145 +12175,0.62,0.62,0.9102072,0.98884493 +12180,0.66,0.76,0.93502027,0.8149464 +12185,0.62,0.54,1.0029793,1.2832066 +12190,0.72,0.54,0.74371827,1.0755677 +12195,0.78,0.68,0.799621,1.3731647 +12200,0.72,0.7,0.75548124,0.7757947 +12205,0.58,0.7,1.0886092,0.72917265 +12210,0.72,0.74,0.8264774,0.8532161 +12215,0.54,0.72,1.1457212,0.94680697 +12220,0.6,0.54,0.8885064,1.08978 +12225,0.74,0.68,0.7000705,0.83636093 +12230,0.6,0.6,1.0060939,1.096987 +12235,0.72,0.74,0.8347843,0.82281184 +12240,0.56,0.6,1.0474195,1.0518827 +12245,0.7,0.64,0.93519515,0.8159818 +12250,0.78,0.62,0.7328816,1.0345361 +12255,0.74,0.6,0.7620408,0.9925081 +12260,0.68,0.62,0.89538836,0.99895257 +12265,0.66,0.66,0.7977542,0.87064636 +12270,0.68,0.54,0.8611178,1.1291786 +12275,0.64,0.58,1.0336643,0.9993234 +12280,0.72,0.72,0.92573977,0.8224437 +12285,0.64,0.56,1.0213579,1.2910533 +12290,0.66,0.62,0.89277875,1.1190892 +12295,0.68,0.64,0.85891175,1.1129619 +12300,0.72,0.72,0.9083818,0.8170037 +12305,0.76,0.72,0.755707,0.82702047 +12310,0.72,0.8,0.76059747,0.80655503 +12315,0.7,0.7,0.90324134,0.80260193 +12320,0.8,0.62,0.74960715,1.0108042 +12325,0.7,0.68,0.8818624,0.8529009 +12330,0.72,0.54,0.8188589,1.1595597 +12335,0.86,0.7,0.57054764,0.8775743 +12340,0.7,0.6,0.8124652,1.054126 +12345,0.58,0.66,1.019873,0.8430275 +12350,0.76,0.56,0.660266,1.0564433 +12355,0.7,0.62,0.86602014,1.0102926 +12360,0.64,0.7,0.7191412,0.9823973 +12365,0.72,0.68,0.7256638,0.94231015 +12370,0.58,0.58,0.90742856,1.1392341 +12375,0.62,0.64,1.0263779,0.9387239 +12380,0.66,0.72,1.0181068,0.7552199 +12385,0.66,0.56,0.7798024,1.1535422 +12390,0.72,0.64,0.7331767,1.1056734 +12395,0.72,0.66,0.7008748,1.2583013 +12400,0.62,0.72,1.0074986,0.8747054 +12405,0.66,0.78,0.9446593,0.7541406 +12410,0.6,0.64,1.0027432,0.8740223 +12415,0.74,0.66,0.9376283,0.81900644 +12420,0.78,0.54,0.7871006,1.0771241 +12425,0.76,0.64,0.68965334,0.84778434 +12430,0.72,0.62,0.9444176,1.1543974 +12435,0.68,0.72,0.9398077,0.85348755 +12440,0.72,0.62,0.8695234,1.0433476 +12445,0.66,0.66,1.0465914,0.93349814 +12450,0.68,0.54,0.85166305,0.9594211 +12455,0.7,0.62,0.944825,0.99848855 +12460,0.78,0.6,0.70277846,0.91951096 +12465,0.76,0.66,0.7208367,1.0424445 +12470,0.74,0.64,0.69047594,0.9798483 +12475,0.8,0.62,0.5850937,0.9552945 +12480,0.62,0.74,1.0781395,0.8089177 +12485,0.62,0.54,0.960231,1.2841953 +12490,0.74,0.58,0.8351373,1.1114087 +12495,0.7,0.72,0.9794119,1.1553597 +12500,0.74,0.72,0.64260834,0.84535235 +12505,0.78,0.72,0.67715544,0.7937491 +12510,0.74,0.7,0.75762105,0.81689906 +12515,0.66,0.74,0.9825864,0.7984147 +12520,0.66,0.6,0.9478856,1.0298288 +12525,0.7,0.72,0.70398057,0.8172197 +12530,0.7,0.58,0.781501,1.0993177 +12535,0.6,0.78,0.96665895,0.76418436 +12540,0.68,0.56,0.8035765,1.0724425 +12545,0.62,0.66,1.0119196,0.7852446 +12550,0.68,0.58,0.8092829,1.0782796 +12555,0.6,0.66,1.0273995,0.9498533 +12560,0.7,0.62,0.89271575,0.9254398 +12565,0.72,0.6,0.7719621,1.0436354 +12570,0.62,0.56,1.0075146,1.0380942 +12575,0.76,0.7,0.776995,0.9838939 +12580,0.62,0.74,1.1104829,0.8051251 +12585,0.7,0.54,0.82821184,1.2662339 +12590,0.82,0.64,0.63025635,1.1437924 +12595,0.64,0.68,1.1368071,1.1211779 +12600,0.58,0.68,1.0308743,0.8361971 +12605,0.8,0.68,0.8419517,0.7598422 +12610,0.7,0.74,0.93109435,0.78647035 +12615,0.68,0.78,1.0367018,0.8037323 +12620,0.68,0.56,0.77676153,0.9616474 +12625,0.74,0.72,0.65786916,0.8599142 +12630,0.68,0.6,1.0825077,1.1226969 +12635,0.72,0.7,0.70936227,0.8651455 +12640,0.62,0.6,0.93954337,1.0318049 +12645,0.78,0.7,0.7401782,0.8165804 +12650,0.66,0.6,0.8053015,1.0087548 +12655,0.8,0.64,0.56127715,1.0083278 +12660,0.74,0.68,0.9102453,0.9646661 +12665,0.68,0.74,0.83508074,0.9462769 +12670,0.64,0.62,0.8163878,1.1857711 +12675,0.66,0.66,1.0496444,0.96521896 +12680,0.7,0.74,0.8299482,0.75191164 +12685,0.68,0.58,0.8173673,1.2160765 +12690,0.72,0.6,0.88507086,1.0887504 +12695,0.76,0.68,0.69796324,1.1659243 +12700,0.62,0.68,0.9434438,0.8708004 +12705,0.76,0.76,0.8848834,0.78675956 +12710,0.66,0.76,0.83397764,0.8552973 +12715,0.68,0.7,0.826747,0.8941606 +12720,0.68,0.56,0.71658117,1.0929652 +12725,0.74,0.68,0.79657227,0.8193837 +12730,0.68,0.6,0.6618576,1.16077 +12735,0.7,0.72,0.8630453,0.83280873 +12740,0.74,0.66,0.63286763,0.9700149 +12745,0.68,0.74,0.9825071,0.8539557 +12750,0.74,0.62,0.6582377,0.96732545 +12755,0.68,0.66,0.95871234,1.0395684 +12760,0.62,0.7,1.1680609,0.9199909 +12765,0.52,0.64,1.075477,0.95212847 +12770,0.76,0.56,0.6099049,1.0979562 +12775,0.76,0.66,0.7880766,0.9195172 +12780,0.68,0.72,0.8646257,0.7170099 +12785,0.64,0.56,1.0179473,1.2130096 +12790,0.64,0.6,0.95400816,1.0244976 +12795,0.76,0.72,0.6334732,1.0561543 +12800,0.76,0.7,0.9053952,0.890358 +12805,0.74,0.78,0.9308806,0.71933633 +12810,0.66,0.74,1.1746607,0.8145051 +12815,0.54,0.78,1.1447406,0.83719206 +12820,0.64,0.6,1.0786546,0.9946444 +12825,0.5,0.7,1.1445901,0.87780607 +12830,0.64,0.56,0.85780454,1.1965387 +12835,0.54,0.7,1.0316063,0.8547861 +12840,0.7,0.58,0.8516932,1.0370466 +12845,0.68,0.66,0.8300564,0.8030034 +12850,0.64,0.6,0.8233036,0.9586111 +12855,0.68,0.62,0.7794941,0.97405416 +12860,0.74,0.62,0.8158519,1.0199112 +12865,0.68,0.72,0.94493574,0.9198726 +12870,0.76,0.66,0.8246161,1.0348873 +12875,0.72,0.62,0.8593158,0.9947815 +12880,0.76,0.7,0.8965396,0.7944151 +12885,0.62,0.54,0.9593713,1.270414 +12890,0.82,0.64,0.76563,1.0585326 +12895,0.6,0.66,1.260356,1.180056 +12900,0.78,0.68,0.7229984,0.8660733 +12905,0.66,0.78,0.9582871,0.7461756 +12910,0.68,0.7,0.9190031,0.8134348 +12915,0.58,0.72,1.2163403,0.8435175 +12920,0.72,0.56,0.7828325,1.0961661 +12925,0.64,0.66,0.8560785,0.81954646 +12930,0.6,0.62,0.9394153,1.2604219 +12935,0.7,0.72,0.8149457,0.8901458 +12940,0.66,0.58,0.769985,1.1044579 +12945,0.78,0.72,0.6597778,0.8371094 +12950,0.76,0.64,0.81955475,0.98101395 +12955,0.72,0.54,0.84031236,0.9716313 +12960,0.76,0.68,0.7753713,0.94439423 +12965,0.56,0.72,0.98925996,0.8763575 +12970,0.7,0.62,0.7438872,0.99013597 +12975,0.74,0.62,0.8107555,0.926014 +12980,0.66,0.7,0.8811381,0.75800675 +12985,0.74,0.5,0.9458207,1.0932972 +12990,0.7,0.64,0.90181047,1.0306559 +12995,0.7,0.62,0.99785936,1.2150227 +13000,0.64,0.72,0.9792074,0.92078435 +13005,0.6,0.72,0.88596946,0.68319964 +13010,0.56,0.66,1.031767,0.7947774 +13015,0.74,0.72,0.62853533,0.8526238 +13020,0.62,0.58,0.897226,1.0790849 +13025,0.68,0.66,1.0170002,0.7445352 +13030,0.68,0.58,0.85609555,1.1687423 +13035,0.62,0.7,0.9353278,0.839796 +13040,0.72,0.66,0.7975247,1.0533426 +13045,0.68,0.7,0.66261595,0.7592321 +13050,0.74,0.68,0.65896994,0.9922412 +13055,0.74,0.68,0.7093802,0.9582414 +13060,0.68,0.62,0.9221709,0.95996016 +13065,0.64,0.7,0.9035478,0.8057737 +13070,0.64,0.58,1.1796076,1.0967648 +13075,0.64,0.66,0.86949885,0.93935716 +13080,0.76,0.72,0.8491568,0.7733377 +13085,0.7,0.56,0.9501247,1.1987003 +13090,0.66,0.64,0.7463585,1.0414698 +13095,0.74,0.64,0.9618071,1.1445683 +13100,0.74,0.66,0.70355856,0.8991885 +13105,0.7,0.74,1.0980752,0.6710698 +13110,0.72,0.74,0.9043056,0.7943518 +13115,0.56,0.72,1.1242217,0.90811247 +13120,0.64,0.62,0.9198436,1.0619234 +13125,0.84,0.76,0.5877729,0.81396395 +13130,0.6,0.52,1.1147956,1.1437432 +13135,0.66,0.7,0.9109732,0.9003929 +13140,0.54,0.56,1.0652516,1.132466 +13145,0.7,0.64,0.8667032,0.7683522 +13150,0.74,0.6,0.76877207,0.8835817 +13155,0.82,0.62,0.6978748,1.0389733 +13160,0.64,0.66,0.8004404,0.95803887 +13165,0.72,0.6,0.91388464,1.0238572 +13170,0.74,0.56,0.83107394,1.0292836 +13175,0.7,0.6,1.1420578,0.9809116 +13180,0.62,0.74,0.9687731,0.8915476 +13185,0.62,0.5,0.9748331,1.3074434 +13190,0.68,0.52,0.93772995,1.1822056 +13195,0.68,0.64,0.84703827,1.1621219 +13200,0.72,0.7,0.85968536,0.7653807 +13205,0.7,0.72,0.66326094,0.72781885 +13210,0.68,0.76,0.7538103,0.72728914 +13215,0.62,0.72,0.8368499,0.8196779 +13220,0.72,0.6,0.78531766,1.1142827 +13225,0.78,0.7,0.7303605,0.9429654 +13230,0.7,0.56,0.76904786,1.0234437 +13235,0.82,0.72,0.57306087,0.82318205 +13240,0.66,0.64,0.8239746,0.9845595 +13245,0.56,0.64,1.0791221,0.8036998 +13250,0.74,0.54,0.6823807,0.98334485 +13255,0.76,0.68,0.8072415,0.95884997 +13260,0.74,0.72,0.6635698,0.9069936 +13265,0.82,0.66,0.67990446,0.83086854 +13270,0.62,0.6,0.9411137,1.1820558 +13275,0.62,0.58,0.9215079,0.95880747 +13280,0.64,0.76,0.9733475,0.74545443 +13285,0.7,0.58,0.7275507,1.1283256 +13290,0.7,0.64,0.7459301,0.9599077 +13295,0.72,0.64,0.673857,1.209164 +13300,0.72,0.74,0.91756976,0.8325113 +13305,0.68,0.78,0.9164801,0.6863897 +13310,0.64,0.74,0.9638577,0.82175696 +13315,0.74,0.68,0.92294693,0.9408136 +13320,0.76,0.56,0.8521535,1.0214268 +13325,0.82,0.7,0.69111854,0.8751626 +13330,0.68,0.6,0.85705733,1.0849154 +13335,0.68,0.74,0.9209456,0.9150541 +13340,0.72,0.54,0.8588399,1.085397 +13345,0.6,0.6,1.1132698,0.9466259 +13350,0.78,0.64,0.748806,0.92496854 +13355,0.66,0.6,0.8656047,1.0452935 +13360,0.76,0.74,0.6557516,0.95024973 +13365,0.78,0.6,0.64639527,1.0001165 +13370,0.8,0.68,0.5835738,1.0717753 +13375,0.82,0.58,0.5443138,1.0229279 +13380,0.66,0.72,1.0280392,0.82192385 +13385,0.68,0.58,1.0528346,1.1982858 +13390,0.72,0.6,0.75118446,1.0737329 +13395,0.74,0.58,0.94318056,1.165925 +13400,0.78,0.72,0.6560509,0.806818 +13405,0.82,0.74,0.6751572,0.76788133 +13410,0.74,0.72,0.7843716,0.84947604 +13415,0.72,0.76,0.8783548,0.88093674 +13420,0.7,0.62,0.9674024,1.0147077 +13425,0.72,0.68,0.8124837,0.79967916 +13430,0.8,0.56,0.76357406,1.0277635 +13435,0.64,0.76,1.0010786,0.8191201 +13440,0.66,0.68,0.86375964,0.9765609 +13445,0.7,0.62,0.96173644,0.88628966 +13450,0.72,0.64,0.92550856,0.95248395 +13455,0.64,0.58,0.89266944,1.0345457 +13460,0.64,0.64,0.81677824,0.92487055 +13465,0.76,0.64,0.71425116,0.91671175 +13470,0.66,0.6,0.8628448,1.0937937 +13475,0.7,0.7,0.88158005,0.924863 +13480,0.66,0.68,1.0531496,0.82471293 +13485,0.72,0.58,0.77775526,1.2396913 +13490,0.82,0.64,0.5247607,1.1432085 +13495,0.56,0.6,1.0880505,1.1404035 +13500,0.52,0.7,1.0651383,0.83718544 +13505,0.74,0.8,0.7246393,0.73504186 +13510,0.6,0.7,0.9855136,0.8314621 +13515,0.76,0.7,1.0494435,0.9572392 +13520,0.76,0.62,0.8443393,0.9930854 +13525,0.82,0.68,0.7191445,0.9214891 +13530,0.68,0.6,1.0944457,1.1252623 +13535,0.72,0.72,0.69635046,0.8273733 +13540,0.7,0.66,0.9319524,1.1120989 +13545,0.7,0.74,0.8659093,0.7893544 +13550,0.72,0.6,0.8614572,0.933915 +13555,0.74,0.66,0.59147507,0.97027177 +13560,0.7,0.62,0.9631044,0.8664148 +13565,0.64,0.58,0.974532,0.84706664 +13570,0.66,0.56,0.7509088,1.1055291 +13575,0.74,0.66,0.9137228,0.9390976 +13580,0.68,0.76,0.70590234,0.71587706 +13585,0.72,0.56,0.74222046,1.1974863 +13590,0.68,0.6,0.8425409,1.0612383 +13595,0.78,0.62,0.64510435,1.135171 +13600,0.66,0.74,0.96131444,0.95197076 +13605,0.72,0.72,0.8314925,0.7678607 +13610,0.72,0.64,0.7990208,0.90563005 +13615,0.64,0.7,0.8445915,0.92750245 +13620,0.68,0.62,0.69354355,1.0057261 +13625,0.72,0.68,0.8497864,0.82790256 +13630,0.72,0.6,0.6937803,1.1896945 +13635,0.7,0.72,0.8918109,0.88885635 +13640,0.74,0.6,0.71687806,0.92671067 +13645,0.66,0.64,0.8203789,0.8160411 +13650,0.76,0.58,0.68413043,1.027076 +13655,0.64,0.68,1.0082339,1.003581 +13660,0.66,0.68,1.0424767,0.9374155 +13665,0.6,0.68,0.8983496,0.8966496 +13670,0.76,0.58,0.6784273,1.0649133 +13675,0.72,0.66,0.71397024,0.90498084 +13680,0.66,0.74,0.89497495,0.7409285 +13685,0.62,0.56,0.89557326,1.221638 +13690,0.74,0.64,0.9073755,1.0595773 +13695,0.78,0.58,0.7220369,1.0961283 +13700,0.72,0.76,0.85580724,0.87003434 +13705,0.66,0.74,0.86204314,0.7217999 +13710,0.68,0.82,1.1041731,0.7483122 +13715,0.62,0.76,1.1537474,0.78889936 +13720,0.64,0.56,0.925069,1.0186117 +13725,0.58,0.76,1.1016124,0.88381517 +13730,0.7,0.56,0.83357376,1.0368285 +13735,0.64,0.74,1.0477767,0.8949718 +13740,0.68,0.64,0.839992,0.97018325 +13745,0.66,0.7,0.83833677,0.8174869 +13750,0.68,0.64,0.88098925,0.95689857 +13755,0.64,0.66,0.7706779,1.0431114 +13760,0.66,0.64,0.95543146,0.952422 +13765,0.66,0.66,0.8593533,0.88865095 +13770,0.7,0.62,0.76610154,1.0482686 +13775,0.72,0.6,0.80314755,0.89228666 +13780,0.7,0.68,0.80834126,0.8006226 +13785,0.76,0.6,0.9267595,1.2560375 +13790,0.76,0.58,0.71086866,1.0630263 +13795,0.52,0.6,1.1799175,1.1725856 +13800,0.72,0.7,0.80311036,0.81921214 +13805,0.68,0.74,0.9980235,0.77451783 +13810,0.7,0.7,0.80484027,0.75710505 +13815,0.54,0.7,1.1886815,0.8621625 +13820,0.76,0.56,0.8387569,1.1040119 +13825,0.68,0.74,0.79744077,0.80513215 +13830,0.64,0.58,0.90351725,1.0942881 +13835,0.68,0.74,0.8138672,0.81543404 +13840,0.68,0.68,0.7538364,1.0308299 +13845,0.78,0.7,0.6620694,0.7469501 +13850,0.72,0.56,0.8027425,0.9686955 +13855,0.72,0.6,0.9051887,1.0456855 +13860,0.76,0.76,0.75561553,0.96024597 +13865,0.6,0.66,1.0111067,0.9779833 +13870,0.76,0.6,0.7451129,1.0439315 +13875,0.76,0.6,0.8195297,0.94672775 +13880,0.62,0.72,0.8479232,0.80363816 +13885,0.68,0.54,0.8375714,1.1423343 +13890,0.74,0.62,0.8470451,1.007559 +13895,0.68,0.66,1.0483621,1.2185559 +13900,0.7,0.68,1.0320493,0.82117754 +13905,0.68,0.74,0.87160563,0.7570938 +13910,0.6,0.76,0.98635435,0.8484732 +13915,0.82,0.74,0.6398653,0.79732084 +13920,0.6,0.62,0.8918564,1.0957065 +13925,0.72,0.72,0.9275911,0.78241366 +13930,0.76,0.56,0.8905414,1.2005067 +13935,0.66,0.74,0.9575269,0.84675384 +13940,0.72,0.64,0.85328615,0.9376851 +13945,0.8,0.68,0.6668393,0.9024958 +13950,0.76,0.66,0.66049737,0.8122968 +13955,0.74,0.62,0.6592171,0.92666507 +13960,0.72,0.68,0.8825983,0.95743155 +13965,0.7,0.62,0.9667794,0.90338933 +13970,0.68,0.56,1.1831757,1.106355 +13975,0.7,0.68,0.8711534,0.9364668 +13980,0.7,0.72,0.71417695,0.7660898 +13985,0.66,0.56,0.89613616,1.195586 +13990,0.78,0.66,0.7455422,0.949788 +13995,0.78,0.62,0.7694612,1.1278511 +14000,0.7,0.64,0.7105525,0.8498571 +14005,0.56,0.76,1.0737299,0.7553055 +14010,0.74,0.72,0.8089865,0.77636003 +14015,0.64,0.74,1.025108,0.8047804 +14020,0.68,0.58,0.792974,1.113746 +14025,0.8,0.76,0.6275385,0.78521365 +14030,0.6,0.56,1.1332446,1.117759 +14035,0.64,0.74,0.8880857,0.86680675 +14040,0.54,0.6,0.90160507,0.968459 +14045,0.66,0.68,0.88140976,0.8547876 +14050,0.76,0.56,0.7670427,0.903555 +14055,0.8,0.7,0.62018824,0.9496944 +14060,0.74,0.68,0.7677748,0.91103244 +14065,0.66,0.72,0.92651916,0.8722359 +14070,0.76,0.56,0.81234026,1.0638443 +14075,0.68,0.62,1.086094,1.017564 +14080,0.64,0.74,0.8620733,0.76901746 +14085,0.7,0.58,0.86591446,1.194017 +14090,0.76,0.56,0.8778256,1.1450266 +14095,0.68,0.6,0.9290026,1.1733894 +14100,0.78,0.7,0.86815625,0.8123428 +14105,0.82,0.74,0.58416986,0.67742735 +14110,0.76,0.78,0.77931505,0.75854445 +14115,0.66,0.74,0.8187233,0.91910464 +14120,0.76,0.56,0.793199,1.0661907 +14125,0.76,0.76,0.8477665,0.9064345 +14130,0.72,0.56,0.6974744,1.0238433 +14135,0.82,0.72,0.46927533,0.9185078 +14140,0.72,0.64,0.794965,0.8977844 +14145,0.6,0.66,1.0075392,0.82387877 +14150,0.78,0.58,0.71816754,0.9798094 +14155,0.76,0.64,0.8553224,0.91633284 +14160,0.72,0.64,0.70993364,0.99667114 +14165,0.76,0.7,0.79621726,0.8113675 +14170,0.68,0.54,0.86841774,1.0697103 +14175,0.62,0.64,0.9527351,0.9199933 +14180,0.68,0.72,0.9857306,0.6957611 +14185,0.76,0.56,0.7398621,1.1629949 +14190,0.74,0.6,0.728374,1.0150455 +14195,0.72,0.64,0.6716116,1.0042363 +14200,0.7,0.64,0.92587495,0.83980477 +14205,0.74,0.74,0.9675539,0.741375 +14210,0.58,0.78,0.9776999,0.7170154 +14215,0.78,0.7,0.81805956,0.82512766 +14220,0.74,0.58,0.74873704,1.048459 +14225,0.82,0.74,0.6615922,0.78980047 +14230,0.72,0.64,0.8001714,1.1974933 +14235,0.68,0.72,0.86513364,0.77973145 +14240,0.66,0.64,0.8418239,1.0116079 +14245,0.62,0.68,0.9889316,0.75321203 +14250,0.76,0.66,0.7178631,0.9265473 +14255,0.64,0.64,0.97370046,1.0302174 +14260,0.76,0.66,0.61445844,1.0770452 +14265,0.72,0.66,0.8001663,1.0066087 +14270,0.8,0.58,0.6481974,0.9479324 +14275,0.82,0.62,0.54172486,1.018734 +14280,0.68,0.72,0.92169523,0.7736601 +14285,0.62,0.54,0.90336794,1.2015822 +14290,0.72,0.62,0.77898425,1.0321445 +14295,0.68,0.72,0.85095406,1.1658418 +14300,0.82,0.7,0.5757675,0.8718106 +14305,0.78,0.72,0.6910344,0.7024406 +14310,0.74,0.68,0.71768844,0.81445485 +14315,0.64,0.72,0.82281005,0.8474931 +14320,0.72,0.58,0.8300981,1.0513959 +14325,0.74,0.74,0.7639625,0.8654648 +14330,0.8,0.6,0.7237154,1.0700631 +14335,0.64,0.74,0.91116136,0.7655135 +14340,0.68,0.68,0.88197356,0.9732115 +14345,0.68,0.62,0.91314447,0.90826887 +14350,0.7,0.66,0.8966269,0.9681044 +14355,0.64,0.66,1.0169505,0.8955252 +14360,0.68,0.7,0.85134035,0.881989 +14365,0.8,0.66,0.749239,1.083283 +14370,0.72,0.58,0.83151627,0.99250716 +14375,0.7,0.62,0.7977217,0.92185134 +14380,0.58,0.72,1.0263952,0.8570712 +14385,0.74,0.48,0.6853983,1.2514461 +14390,0.78,0.62,0.5707059,1.0286627 +14395,0.58,0.66,0.99317497,1.0456539 +14400,0.62,0.68,1.0577873,0.69843125 +14405,0.74,0.7,0.77145505,0.787923 +14410,0.68,0.72,1.0120227,0.76489985 +14415,0.74,0.66,0.903101,0.85277754 +14420,0.7,0.56,0.7908845,1.1015524 +14425,0.78,0.82,0.683844,0.7546316 +14430,0.68,0.5,0.9710314,1.044632 +14435,0.78,0.72,0.6690176,0.8159178 +14440,0.66,0.58,0.9638795,1.1192929 +14445,0.74,0.72,0.6780859,0.7427191 +14450,0.72,0.66,0.7301405,0.9659282 +14455,0.76,0.74,0.5232246,0.89536023 +14460,0.7,0.62,0.85904527,0.9655075 +14465,0.66,0.76,0.87144655,0.84641695 +14470,0.72,0.54,0.751406,1.0514371 +14475,0.68,0.58,0.91184527,0.88359934 +14480,0.78,0.74,0.71497804,0.70892006 +14485,0.72,0.54,0.7074082,1.2379806 +14490,0.7,0.6,0.87738335,1.1050171 +14495,0.78,0.62,0.63118637,1.2003022 +14500,0.7,0.74,0.9715146,0.7820849 +14505,0.7,0.7,0.7193459,0.7678643 +14510,0.72,0.74,0.7695479,0.78736925 +14515,0.6,0.7,0.7613588,0.93787336 +14520,0.72,0.56,0.69869566,1.0575349 +14525,0.76,0.78,0.78145957,0.79168206 +14530,0.8,0.54,0.61198866,1.1148037 +14535,0.74,0.76,0.913751,0.75168425 +14540,0.7,0.64,0.6710006,0.8901005 +14545,0.64,0.64,0.8847294,0.8376825 +14550,0.76,0.64,0.72107285,1.0039873 +14555,0.7,0.62,0.9191785,0.9382237 +14560,0.66,0.64,1.0350456,0.8374438 +14565,0.68,0.66,0.87117827,0.8973082 +14570,0.72,0.56,0.6879408,1.1255524 +14575,0.76,0.6,0.8049546,0.9684175 +14580,0.64,0.72,0.85834694,0.7499992 +14585,0.62,0.64,0.938748,1.1097072 +14590,0.76,0.66,0.88880193,0.9765884 +14595,0.84,0.74,0.6785802,1.1377536 +14600,0.7,0.68,0.8883067,0.8848575 +14605,0.68,0.78,0.8066554,0.7373001 +14610,0.68,0.78,1.0624609,0.7720329 +14615,0.56,0.74,1.2761369,0.77492577 +14620,0.68,0.58,0.9752527,1.0396348 +14625,0.58,0.7,1.1128135,0.82789445 +14630,0.72,0.64,0.8191103,1.1663593 +14635,0.58,0.66,1.0629643,0.81350297 +14640,0.74,0.68,0.82931256,0.9560222 +14645,0.72,0.62,0.82127726,0.79337394 +14650,0.62,0.6,0.7839492,0.98454225 +14655,0.74,0.58,0.79147583,0.9073355 +14660,0.74,0.64,0.8430382,1.0249679 +14665,0.66,0.66,0.851745,0.88447225 +14670,0.72,0.68,0.74553657,0.996154 +14675,0.74,0.6,0.7871845,1.0004549 +14680,0.76,0.7,0.84072757,0.7632956 +14685,0.78,0.5,0.8704611,1.1774861 +14690,0.76,0.6,0.7133889,1.0485079 +14695,0.48,0.66,1.1706655,1.2119763 +14700,0.8,0.7,0.68505144,0.86907625 +14705,0.7,0.74,0.95254153,0.6682815 +14710,0.72,0.76,0.7819439,0.7659746 +14715,0.56,0.68,1.1901366,0.7977515 +14720,0.7,0.58,0.8534189,1.1121372 +14725,0.72,0.72,0.87183815,0.7962475 +14730,0.66,0.5,0.9009703,1.1339545 +14735,0.68,0.7,0.8071666,0.8134114 +14740,0.74,0.6,0.74902344,1.0597049 +14745,0.76,0.66,0.70386094,0.79132676 +14750,0.72,0.64,0.7019896,0.92468596 +14755,0.66,0.6,0.8300203,0.9179814 +14760,0.76,0.7,0.75961775,0.89684325 +14765,0.62,0.66,0.9758506,0.94594795 +14770,0.76,0.52,0.78295916,1.0997033 +14775,0.72,0.66,0.8574428,0.9174889 +14780,0.7,0.74,0.78327835,0.80058324 +14785,0.76,0.6,0.7558678,1.176638 +14790,0.78,0.66,0.7949774,0.9714473 +14795,0.64,0.7,1.0258822,1.2120987 +14800,0.64,0.7,0.91971415,0.79043275 +14805,0.68,0.8,0.86904466,0.69686645 +14810,0.74,0.74,1.1065779,0.74343324 +14815,0.82,0.76,0.5770904,0.7785114 +14820,0.7,0.6,0.83019686,1.0862017 +14825,0.6,0.78,0.9394621,0.7851381 +14830,0.76,0.58,0.8479405,1.0886996 +14835,0.68,0.7,0.9139385,0.8607467 +14840,0.68,0.68,0.75180525,0.9443036 +14845,0.74,0.7,0.8184529,0.7813875 +14850,0.82,0.54,0.595423,0.99355334 +14855,0.78,0.6,0.63585085,0.93940234 +14860,0.7,0.68,0.8278297,0.9758651 +14865,0.7,0.66,0.90472406,0.8534464 +14870,0.62,0.62,1.1442351,0.92879546 +14875,0.66,0.68,0.8109081,0.9021576 +14880,0.78,0.76,0.7957698,0.8413524 +14885,0.68,0.62,0.90142447,1.1967272 +14890,0.74,0.66,0.79229325,1.0545806 +14895,0.72,0.64,0.8533188,1.2878553 +14900,0.8,0.72,0.6848099,0.86016464 +14905,0.64,0.76,0.9002459,0.62023544 +14910,0.68,0.72,0.8393113,0.7553382 +14915,0.64,0.74,1.0399034,0.8567059 +14920,0.66,0.6,0.8743613,1.0722395 +14925,0.78,0.7,0.5806447,0.8821461 +14930,0.62,0.54,1.0227047,1.025328 +14935,0.68,0.72,0.82669747,0.74736804 +14940,0.62,0.64,0.9847085,0.9241126 +14945,0.66,0.6,0.85497606,0.7955055 +14950,0.76,0.68,0.70033836,0.9830864 +14955,0.8,0.72,0.63774306,0.9523501 +14960,0.66,0.62,0.8514446,0.9233914 +14965,0.68,0.62,0.85872686,0.8188545 +14970,0.66,0.6,0.768289,0.9971197 +14975,0.6,0.62,1.091406,0.8880038 +14980,0.64,0.74,0.90226054,0.7977336 +14985,0.66,0.58,0.8820427,1.0881582 +14990,0.7,0.6,0.84545445,1.0813909 +14995,0.76,0.7,0.83034515,1.0500871 +15000,0.7,0.66,0.8203345,0.84762347 +15005,0.72,0.72,0.6376604,0.67907655 +15010,0.72,0.74,0.7371402,0.7618714 +15015,0.72,0.7,0.79710096,0.8988198 +15020,0.78,0.56,0.7960455,1.0730462 +15025,0.8,0.76,0.7222269,0.84017503 +15030,0.74,0.58,0.6811864,1.0689222 +15035,0.84,0.74,0.46836075,0.8107676 +15040,0.78,0.62,0.84215254,0.90468115 +15045,0.6,0.66,0.9283345,0.86803496 +15050,0.74,0.6,0.6680188,0.9499773 +15055,0.76,0.7,0.7733302,0.86901987 +15060,0.84,0.66,0.6349119,0.9563974 +15065,0.8,0.64,0.6984636,0.89997786 +15070,0.68,0.62,0.8518541,0.99686205 +15075,0.72,0.7,0.8385757,0.92192215 +15080,0.66,0.64,0.9609596,0.7200465 +15085,0.74,0.52,0.7361518,1.1430962 +15090,0.74,0.68,0.7019785,1.0556949 +15095,0.72,0.68,0.65292096,1.1596408 +15100,0.74,0.66,0.84604675,0.774467 +15105,0.7,0.76,0.94598633,0.70076597 +15110,0.68,0.68,0.96032685,0.76943237 +15115,0.7,0.6,0.8521619,0.82367724 +15120,0.76,0.6,0.6361412,1.062415 +15125,0.8,0.7,0.624134,0.79709566 +15130,0.72,0.54,0.79645693,1.131938 +15135,0.64,0.7,0.87299365,0.7497092 +15140,0.72,0.68,0.72984254,1.0129383 +15145,0.64,0.6,0.9947809,0.86790085 +15150,0.74,0.58,0.71913165,1.0333245 +15155,0.7,0.64,0.883201,0.95451736 +15160,0.76,0.66,0.6754098,0.96022177 +15165,0.78,0.66,0.61566705,0.85096925 +15170,0.8,0.64,0.58638096,0.9591167 +15175,0.86,0.66,0.6108773,0.94358337 +15180,0.58,0.74,0.90784544,0.82148397 +15185,0.74,0.6,0.86575997,1.199253 +15190,0.74,0.56,0.6545272,0.99962366 +15195,0.76,0.64,0.7922146,1.157531 +15200,0.88,0.78,0.5562154,0.82918924 +15205,0.8,0.8,0.63593215,0.7374616 +15210,0.74,0.74,0.64169717,0.8302011 +15215,0.68,0.7,0.91403526,0.7662643 +15220,0.74,0.6,0.8949538,1.0944251 +15225,0.76,0.68,0.7450317,0.8120166 +15230,0.82,0.54,0.7104723,1.0576632 +15235,0.7,0.76,0.9504992,0.80940485 +15240,0.66,0.66,0.7549291,1.0398338 +15245,0.7,0.66,1.0011824,0.8277348 +15250,0.68,0.7,0.7141045,0.9859401 +15255,0.62,0.62,0.9616426,0.8823389 +15260,0.64,0.66,0.7869783,0.89017683 +15265,0.86,0.68,0.6904969,0.8608862 +15270,0.74,0.62,0.893506,0.9526474 +15275,0.8,0.64,0.71714646,0.94562775 +15280,0.66,0.74,0.9570103,0.80128723 +15285,0.7,0.48,0.6656984,1.1631604 +15290,0.78,0.6,0.561504,0.9796518 +15295,0.62,0.74,1.0152698,1.0824993 +15300,0.64,0.68,0.98243195,0.8317816 +15305,0.76,0.68,0.77536345,0.6646548 +15310,0.62,0.72,0.91821945,0.7637466 +15315,0.74,0.74,0.86350936,0.82207644 +15320,0.78,0.62,0.67240036,1.162883 +15325,0.74,0.7,0.5797666,0.8419065 +15330,0.62,0.6,0.993327,0.9825958 +15335,0.82,0.7,0.63039213,0.82141215 +15340,0.64,0.6,1.0359286,1.0302979 +15345,0.8,0.66,0.68361557,0.6999243 +15350,0.76,0.66,0.7197145,1.0493687 +15355,0.78,0.64,0.5514909,0.9343239 +15360,0.74,0.66,0.8685322,0.8035511 +15365,0.72,0.74,0.77639747,0.88351667 +15370,0.7,0.62,0.74790794,1.107635 +15375,0.7,0.68,0.96699965,0.82577837 +15380,0.76,0.74,0.80431795,0.79145586 +15385,0.72,0.56,0.6643837,1.1700883 +15390,0.74,0.68,0.7712168,1.0708303 +15395,0.8,0.66,0.6319197,1.1796563 +15400,0.64,0.68,0.85517013,0.75151706 +15405,0.78,0.78,0.748645,0.6755995 +15410,0.78,0.74,0.7212096,0.8285773 +15415,0.6,0.74,0.82955027,0.938116 +15420,0.76,0.58,0.7213947,1.1299325 +15425,0.74,0.66,0.84518695,0.78145164 +15430,0.78,0.58,0.60517526,1.0202614 +15435,0.76,0.72,0.7455961,0.8159082 +15440,0.76,0.7,0.6857416,0.87082064 +15445,0.7,0.68,0.9070805,0.70274514 +15450,0.76,0.62,0.6308585,1.0113434 +15455,0.72,0.7,0.8605139,0.96519244 +15460,0.64,0.64,1.1265122,0.91092867 +15465,0.66,0.74,0.8329942,0.81558937 +15470,0.8,0.62,0.61101264,1.0006391 +15475,0.78,0.58,0.7133019,0.9339826 +15480,0.68,0.7,0.8830356,0.7562561 +15485,0.66,0.62,0.89820266,1.2676342 +15490,0.78,0.66,0.9247333,0.9337224 +15495,0.8,0.66,0.61004186,1.1301253 +15500,0.76,0.72,0.7981805,0.8133078 +15505,0.76,0.76,0.7929248,0.6735572 +15510,0.6,0.76,1.1051998,0.7756807 +15515,0.58,0.76,1.2125436,0.81055534 +15520,0.66,0.64,0.94871116,0.9572424 +15525,0.68,0.8,1.0526004,0.8488033 +15530,0.66,0.56,0.7928377,1.1872203 +15535,0.54,0.76,1.0162734,0.687181 +15540,0.68,0.72,0.8164551,0.94594055 +15545,0.7,0.64,0.78694075,0.8556711 +15550,0.66,0.64,0.79456973,0.9380922 +15555,0.68,0.6,0.83833116,0.9189177 +15560,0.66,0.68,0.7557675,1.0390419 +15565,0.7,0.7,0.81262803,0.8994397 +15570,0.78,0.62,0.8097081,1.0097336 +15575,0.78,0.7,0.69418335,0.93847185 +15580,0.8,0.78,0.77817595,0.76860106 +15585,0.7,0.46,0.79003143,1.2406132 +15590,0.82,0.62,0.6835137,1.1100149 +15595,0.6,0.68,1.0848731,1.1509819 +15600,0.8,0.78,0.6896685,0.792191 +15605,0.68,0.8,0.87872833,0.64415115 +15610,0.68,0.74,0.77251554,0.6735075 +15615,0.68,0.7,1.1464828,0.8637087 +15620,0.76,0.56,0.7452313,1.1187979 +15625,0.72,0.78,0.722866,0.73499864 +15630,0.68,0.56,0.89807343,1.057928 +15635,0.74,0.7,0.80696416,0.81735885 +15640,0.76,0.64,0.7595635,0.9869633 +15645,0.8,0.68,0.58049005,0.7136952 +15650,0.66,0.62,0.7069479,0.88125396 +15655,0.7,0.7,0.79619163,0.999751 +15660,0.78,0.66,0.7116684,0.9320447 +15665,0.68,0.72,0.881387,0.89967155 +15670,0.7,0.54,0.636511,0.9407156 +15675,0.8,0.68,0.7529673,0.91839 +15680,0.74,0.72,0.77462137,0.68056273 +15685,0.74,0.66,0.7269685,1.1741375 +15690,0.76,0.68,0.76034546,0.9606949 +15695,0.68,0.68,1.1375498,1.2021523 +15700,0.78,0.76,0.91529024,0.7067155 +15705,0.6,0.7,0.82630765,0.6514089 +15710,0.68,0.72,0.9706192,0.73917615 +15715,0.8,0.76,0.5910388,0.7200075 +15720,0.68,0.56,0.79960495,0.985951 +15725,0.64,0.74,0.88256216,0.7724712 +15730,0.7,0.56,0.7856819,1.1337483 +15735,0.7,0.74,0.9024263,0.8308836 +15740,0.72,0.7,0.68727523,0.9605472 +15745,0.78,0.66,0.8555345,0.8313443 +15750,0.76,0.6,0.5627716,1.0047816 +15755,0.82,0.58,0.5453973,0.99998933 +15760,0.7,0.58,0.8166176,0.9006424 +15765,0.64,0.62,0.8584285,0.87605506 +15770,0.66,0.66,1.016784,1.0431926 +15775,0.66,0.64,0.760889,0.9299328 +15780,0.76,0.76,0.74285704,0.84740186 +15785,0.64,0.52,0.86449546,1.2916418 +15790,0.72,0.64,0.6781073,0.9654813 +15795,0.72,0.62,0.68212545,1.2581193 +15800,0.72,0.7,0.6983006,0.76614946 +15805,0.7,0.8,0.8994528,0.66448706 +15810,0.74,0.8,0.6710936,0.70872587 +15815,0.66,0.66,0.9574452,0.88145804 +15820,0.64,0.56,0.8531233,1.0145186 +15825,0.78,0.68,0.5737128,0.73711395 +15830,0.66,0.6,0.9799473,1.0079966 +15835,0.7,0.78,0.8069774,0.7175457 +15840,0.64,0.76,0.9631144,0.95078254 +15845,0.7,0.72,0.8259861,0.83879507 +15850,0.8,0.6,0.6381275,0.87711364 +15855,0.8,0.64,0.6342101,0.9036922 +15860,0.72,0.68,0.82674044,0.84929055 +15865,0.7,0.7,0.90521944,0.7740213 +15870,0.78,0.58,0.7596367,1.0488701 +15875,0.72,0.68,0.95286256,0.9093187 +15880,0.7,0.66,0.903665,0.87456393 +15885,0.7,0.56,0.8337721,1.1815174 +15890,0.8,0.64,0.7783795,1.0450886 +15895,0.7,0.64,0.7360332,1.0157014 +15900,0.82,0.72,0.8343975,0.7003648 +15905,0.78,0.74,0.62062323,0.6714704 +15910,0.8,0.82,0.7038026,0.67971283 +15915,0.7,0.7,0.90881175,0.8714412 +15920,0.8,0.54,0.75337076,1.025891 +15925,0.82,0.76,0.69127214,0.7863762 +15930,0.8,0.58,0.7146375,1.102402 +15935,0.8,0.72,0.4387999,0.8282129 +15940,0.72,0.74,0.7103776,0.93500215 +15945,0.66,0.66,0.96131796,0.7839405 +15950,0.78,0.62,0.6191742,0.93144286 +15955,0.8,0.7,0.69723815,0.940151 +15960,0.72,0.68,0.59506834,0.99441665 +15965,0.76,0.76,0.7304811,0.84644526 +15970,0.64,0.6,0.88808596,1.0565834 +15975,0.78,0.68,0.8293946,0.89800626 +15980,0.72,0.78,0.9457767,0.777578 +15985,0.8,0.58,0.75534624,1.1972122 +15990,0.76,0.62,0.65350604,1.0610138 +15995,0.74,0.7,0.5982872,1.0972377 +16000,0.76,0.72,0.914427,0.84091264 +16005,0.8,0.78,0.94477755,0.6883495 +16010,0.62,0.76,0.8960998,0.8021603 +16015,0.8,0.58,0.8086527,0.89207006 +16020,0.82,0.58,0.6772251,1.050058 +16025,0.82,0.72,0.62328017,0.90071887 +16030,0.74,0.56,0.72771335,1.1050785 +16035,0.72,0.68,0.84090513,0.7904751 +16040,0.78,0.68,0.76165235,0.91711897 +16045,0.64,0.66,0.95293236,0.8001281 +16050,0.76,0.68,0.7490404,0.9619508 +16055,0.72,0.66,0.8711779,0.98789304 +16060,0.78,0.64,0.6765452,0.933227 +16065,0.74,0.64,0.694219,0.9667151 +16070,0.82,0.6,0.5749328,0.9246335 +16075,0.86,0.62,0.5315712,0.85562325 +16080,0.72,0.74,0.8519841,0.75839216 +16085,0.6,0.62,0.9780074,1.2055479 +16090,0.76,0.68,0.7540752,1.0882677 +16095,0.74,0.68,0.91781515,1.1862304 +16100,0.84,0.78,0.54942036,0.87802225 +16105,0.8,0.78,0.6737204,0.68075174 +16110,0.8,0.76,0.6620615,0.789214 +16115,0.74,0.82,0.91244423,0.72835296 +16120,0.72,0.64,0.83634,1.0051402 +16125,0.74,0.74,0.6509386,0.8786888 +16130,0.86,0.62,0.70283693,1.0539429 +16135,0.72,0.78,0.89795387,0.9262976 +16140,0.74,0.72,0.8076347,0.8129441 +16145,0.74,0.66,0.8745153,0.81077576 +16150,0.7,0.62,0.8565544,0.88184893 +16155,0.58,0.6,0.9386802,0.8999617 +16160,0.64,0.62,0.9120592,0.91204774 +16165,0.76,0.68,0.64299965,0.8360261 +16170,0.7,0.56,0.86464155,0.9803997 +16175,0.72,0.64,0.7613333,0.9157298 +16180,0.64,0.74,0.9973392,0.8388691 +16185,0.74,0.48,0.78497803,1.0309654 +16190,0.86,0.6,0.44529167,1.0356789 +16195,0.56,0.64,1.0576619,1.0649133 +16200,0.68,0.72,0.886739,0.781765 +16205,0.78,0.76,0.7118858,0.672675 +16210,0.72,0.78,0.95878625,0.84324235 +16215,0.78,0.68,0.8508514,0.7718926 +16220,0.76,0.6,0.7870945,1.0353404 +16225,0.84,0.7,0.6535484,0.86425185 +16230,0.66,0.58,0.95566726,1.0280368 +16235,0.8,0.72,0.6184582,0.9908151 +16240,0.62,0.66,0.94487906,1.0197487 +16245,0.78,0.68,0.64624375,0.7297172 +16250,0.68,0.64,0.69396424,0.83043945 +16255,0.8,0.64,0.51282173,0.88158655 +16260,0.74,0.7,0.8529326,0.9728714 +16265,0.68,0.7,0.8035039,0.78720117 +16270,0.8,0.64,0.7330303,1.0934417 +16275,0.68,0.66,0.8455554,0.8981326 +16280,0.76,0.78,0.65914106,0.71224296 +16285,0.82,0.54,0.58397156,1.2688609 +16290,0.68,0.6,0.82160264,1.0432107 +16295,0.88,0.64,0.5437745,1.1797383 +16300,0.68,0.7,0.9371768,0.87169784 +16305,0.76,0.76,0.7146414,0.627486 +16310,0.72,0.74,0.7269178,0.74079347 +16315,0.64,0.72,0.74415857,0.8672548 +16320,0.74,0.64,0.660398,0.9721393 +16325,0.72,0.7,0.7925289,0.7783151 +16330,0.8,0.56,0.59059983,0.94392836 +16335,0.7,0.72,0.7883385,0.7261904 +16340,0.7,0.7,0.6601511,0.92494357 +16345,0.66,0.74,0.9174053,0.739761 +16350,0.78,0.68,0.61843956,0.9229475 +16355,0.74,0.64,0.9512789,0.9762484 +16360,0.62,0.72,1.1151195,0.9373242 +16365,0.64,0.64,0.89354587,0.81172407 +16370,0.74,0.6,0.5400236,1.0722476 +16375,0.8,0.64,0.57891095,0.83227617 +16380,0.66,0.74,0.79337955,0.7207935 +16385,0.64,0.5,0.9117221,1.1140113 +16390,0.68,0.58,0.8121614,1.0403526 +16395,0.82,0.72,0.57642657,1.1266469 +16400,0.76,0.7,0.7759489,0.83470803 +16405,0.72,0.76,0.84543246,0.6981127 +16410,0.7,0.76,1.0856782,0.7449254 +16415,0.58,0.76,1.1796001,0.72828764 +16420,0.68,0.64,0.86477554,0.98970336 +16425,0.54,0.68,1.0161972,0.88299745 +16430,0.66,0.56,0.8228018,1.073821 +16435,0.68,0.78,1.0432539,0.9180913 +16440,0.72,0.64,0.80433446,0.94042206 +16445,0.68,0.76,0.78494704,0.8065698 +16450,0.74,0.7,0.7350246,0.94474715 +16455,0.76,0.64,0.69488096,0.9553196 +16460,0.72,0.6,0.8762526,0.9169151 +16465,0.7,0.64,0.94687575,0.90996087 +16470,0.74,0.66,0.61881906,1.0666443 +16475,0.74,0.7,0.77784723,0.8725017 +16480,0.76,0.74,0.79440147,0.84263766 +16485,0.72,0.6,0.7375949,1.2073518 +16490,0.76,0.64,0.6798864,0.93940157 +16495,0.58,0.68,1.1189659,1.1631489 +16500,0.78,0.7,0.6632335,0.76162773 +16505,0.72,0.78,0.8409489,0.659668 +16510,0.78,0.8,0.7592711,0.7043965 +16515,0.66,0.72,1.1588311,0.7499134 +16520,0.74,0.62,0.7690198,0.9648541 +16525,0.66,0.74,0.88380724,0.7958767 +16530,0.68,0.66,0.85223407,1.0420487 +16535,0.72,0.74,0.6239553,0.8170694 +16540,0.76,0.6,0.6816178,0.8769141 +16545,0.76,0.7,0.59325004,0.61859477 +16550,0.78,0.64,0.657904,0.9437015 +16555,0.74,0.58,0.71880805,0.8601905 +16560,0.76,0.7,0.7791457,0.88787323 +16565,0.62,0.7,0.94924957,0.73053724 +16570,0.72,0.6,0.6114278,0.9683081 +16575,0.7,0.68,0.8720014,0.868757 +16580,0.72,0.74,0.9189099,0.705592 +16585,0.7,0.56,0.72306824,1.0494457 +16590,0.74,0.6,0.8359912,0.9174156 +16595,0.66,0.7,0.88695806,1.0965194 +16600,0.62,0.74,0.8958049,0.7585089 +16605,0.7,0.76,0.8613425,0.71271 +16610,0.58,0.68,1.0349867,0.6965958 +16615,0.76,0.72,0.6464915,0.7908382 +16620,0.7,0.58,0.794344,1.0703789 +16625,0.68,0.74,0.86198366,0.7825502 +16630,0.76,0.58,0.7907436,1.0561779 +16635,0.68,0.76,0.7625027,0.86701906 +16640,0.74,0.66,0.7035744,0.8854618 +16645,0.76,0.68,0.76638913,0.7848854 +16650,0.8,0.64,0.57314295,0.87690926 +16655,0.8,0.66,0.5620151,0.88976526 +16660,0.72,0.68,0.789986,1.0788999 +16665,0.68,0.7,0.8602605,0.8279594 +16670,0.72,0.62,0.90163344,1.0662398 +16675,0.72,0.7,0.79186404,0.94040877 +16680,0.7,0.68,0.7364589,0.74602455 +16685,0.76,0.48,0.85704595,1.1827943 +16690,0.76,0.62,0.6445973,0.86385846 +16695,0.82,0.7,0.8239394,1.1227732 +16700,0.74,0.76,0.61099213,0.7749521 +16705,0.74,0.78,0.97805804,0.5859737 +16710,0.76,0.74,0.78783387,0.7268547 +16715,0.64,0.7,0.95987946,0.7980246 +16720,0.76,0.52,0.7534921,0.99606824 +16725,0.84,0.66,0.6149701,0.7716304 +16730,0.64,0.48,0.934728,1.1125151 +16735,0.7,0.74,0.93024606,0.72989947 +16740,0.66,0.64,0.9500713,0.9214864 +16745,0.68,0.66,0.8709264,0.76398903 +16750,0.78,0.62,0.6619923,0.8959358 +16755,0.88,0.62,0.59751594,0.867003 +16760,0.68,0.68,0.74614763,0.88935095 +16765,0.74,0.68,0.7319777,0.8343017 +16770,0.76,0.62,0.77661467,1.1012182 +16775,0.64,0.62,0.9374297,0.78093314 +16780,0.64,0.76,0.8513416,0.8586478 +16785,0.7,0.62,0.8105359,1.114495 +16790,0.74,0.66,0.7568243,0.9424436 +16795,0.74,0.72,0.82666093,1.0722797 +16800,0.78,0.64,0.7862383,0.8258353 +16805,0.82,0.76,0.628761,0.74672663 +16810,0.78,0.76,0.68317026,0.6898462 +16815,0.68,0.72,0.7373538,0.8489906 +16820,0.76,0.54,0.79837054,1.0932826 +16825,0.8,0.76,0.78331494,0.65382105 +16830,0.76,0.56,0.7060683,1.1260127 +16835,0.86,0.68,0.4571499,0.8203137 +16840,0.76,0.66,0.7628804,0.8794243 +16845,0.64,0.76,0.80775607,0.769512 +16850,0.8,0.62,0.56746435,0.9248355 +16855,0.78,0.72,0.708526,0.8740272 +16860,0.74,0.72,0.66735834,0.9174113 +16865,0.8,0.68,0.6609889,0.76426005 +16870,0.7,0.64,0.8651965,0.9502351 +16875,0.76,0.66,0.902728,0.79591584 +16880,0.64,0.74,0.9528793,0.8071472 +16885,0.72,0.54,0.8016734,1.1289334 +16890,0.78,0.58,0.61184156,1.0697736 +16895,0.76,0.68,0.56257457,1.1056209 +16900,0.76,0.74,0.7907461,0.8363524 +16905,0.7,0.8,0.8662161,0.7054454 +16910,0.62,0.76,0.90148854,0.7163723 +16915,0.76,0.7,0.71422213,0.840841 +16920,0.78,0.6,0.6996052,1.026171 +16925,0.8,0.72,0.5786211,0.8499723 +16930,0.76,0.48,0.7713094,1.1780624 +16935,0.64,0.74,0.8994496,0.7167275 +16940,0.74,0.72,0.7921071,0.9306678 +16945,0.7,0.66,1.1348461,0.8736733 +16950,0.76,0.56,0.70394486,0.8718756 +16955,0.68,0.76,0.80569273,0.8715555 +16960,0.8,0.64,0.5515542,0.8923743 +16965,0.84,0.7,0.5994221,0.8469545 +16970,0.78,0.54,0.56530374,0.973293 +16975,0.76,0.66,0.4610488,0.9081645 +16980,0.66,0.78,0.8549507,0.8006178 +16985,0.7,0.5,0.87568957,1.1253154 +16990,0.78,0.64,0.65909284,0.93519545 +16995,0.72,0.7,0.7687751,0.9853384 +17000,0.84,0.68,0.5356849,0.8631127 +17005,0.8,0.84,0.5717327,0.65474284 +17010,0.7,0.76,0.65750086,0.8555643 +17015,0.66,0.68,0.80977243,0.7579221 +17020,0.66,0.58,0.787292,0.9828207 +17025,0.72,0.78,0.7888437,0.7753305 +17030,0.78,0.64,0.6644747,1.0325222 +17035,0.72,0.72,0.9104979,0.73951036 +17040,0.74,0.68,0.78865904,0.84327227 +17045,0.62,0.62,0.9388442,0.7512515 +17050,0.7,0.72,0.8772673,0.8371882 +17055,0.64,0.64,0.95149493,0.8762499 +17060,0.76,0.62,0.75575083,0.9289667 +17065,0.82,0.7,0.65468836,0.76027673 +17070,0.7,0.52,0.9068143,1.0064013 +17075,0.78,0.64,0.7326685,0.88144517 +17080,0.66,0.68,0.9825714,0.7437487 +17085,0.76,0.6,0.73691577,1.1766356 +17090,0.84,0.58,0.45761833,1.0312238 +17095,0.62,0.72,1.0813092,1.1255605 +17100,0.6,0.66,0.8557827,0.75240827 +17105,0.76,0.72,0.6750554,0.6778508 +17110,0.74,0.72,1.0066227,0.8072038 +17115,0.74,0.74,0.91681653,0.8203785 +17120,0.76,0.68,0.76654696,1.0528203 +17125,0.8,0.78,0.59669036,0.75429016 +17130,0.64,0.54,1.048106,1.095497 +17135,0.78,0.68,0.6008648,0.9006236 +17140,0.58,0.64,0.99705637,1.0024196 +17145,0.78,0.7,0.696661,0.69791734 +17150,0.72,0.66,0.75959074,0.93924886 +17155,0.82,0.66,0.5327271,0.847413 +17160,0.74,0.68,0.7783245,0.94131833 +17165,0.74,0.76,0.73328555,0.7686496 +17170,0.78,0.68,0.6579232,1.0586537 +17175,0.64,0.68,0.93996024,0.875393 +17180,0.68,0.78,0.6521095,0.7534225 +17185,0.74,0.56,0.6601477,1.068483 +17190,0.66,0.62,0.7697789,0.88665473 +17195,0.76,0.7,0.56330884,1.0431613 +17200,0.74,0.72,0.9019268,0.81286055 +17205,0.72,0.78,0.7029579,0.7271941 +17210,0.76,0.7,0.7027241,0.7759811 +17215,0.76,0.66,0.66256845,0.87405187 +17220,0.8,0.56,0.60644966,1.0913078 +17225,0.72,0.7,0.85448456,0.74000096 +17230,0.72,0.58,0.5922264,1.0940405 +17235,0.72,0.72,0.75377715,0.85279024 +17240,0.74,0.72,0.64911383,0.8732768 +17245,0.68,0.68,0.80198485,0.72956663 +17250,0.78,0.62,0.61479914,0.96561325 +17255,0.74,0.7,0.84386516,0.8202919 +17260,0.72,0.72,1.007189,0.8551349 +17265,0.7,0.66,0.7251043,0.7646328 +17270,0.82,0.64,0.62272125,0.934652 +17275,0.8,0.68,0.63241625,0.849637 +17280,0.78,0.78,0.6835643,0.68498385 +17285,0.62,0.54,0.90245086,1.1950727 +17290,0.7,0.64,0.7852736,1.0424384 +17295,0.86,0.72,0.660034,1.1610929 +17300,0.7,0.7,0.75345373,0.7791346 +17305,0.78,0.76,0.7340185,0.6438813 +17310,0.7,0.72,1.0303799,0.6621247 +17315,0.6,0.78,1.110449,0.7161975 +17320,0.72,0.66,0.87058204,0.9357791 +17325,0.6,0.68,1.0320897,0.80990446 +17330,0.66,0.58,0.86029553,1.120662 +17335,0.68,0.68,0.8417519,0.8849179 +17340,0.72,0.7,0.72242486,0.79377854 +17345,0.66,0.72,0.7693518,0.78578943 +17350,0.7,0.58,0.7283243,0.9652211 +17355,0.74,0.66,0.658438,0.92464143 +17360,0.72,0.74,0.72996664,0.952023 +17365,0.78,0.72,0.76118106,0.8226665 +17370,0.8,0.6,0.6700905,1.0283682 +17375,0.82,0.68,0.79820704,0.94052887 +17380,0.68,0.72,0.73368424,0.8204356 +17385,0.68,0.54,0.78103286,1.1614593 +17390,0.84,0.7,0.6032846,0.95585257 +17395,0.58,0.64,1.0927631,1.1895427 +17400,0.78,0.76,0.6565382,0.78740263 +17405,0.74,0.78,0.84067273,0.6015867 +17410,0.64,0.76,0.7527997,0.6922308 +17415,0.62,0.66,1.0482974,0.78852373 +17420,0.78,0.58,0.7135179,1.088842 +17425,0.68,0.7,0.74176526,0.74148446 +17430,0.68,0.64,0.85449713,1.0603135 +17435,0.76,0.66,0.76439744,0.8068761 +17440,0.8,0.64,0.6561712,0.9129178 +17445,0.72,0.64,0.57536703,0.66594756 +17450,0.74,0.66,0.6952626,0.8746425 +17455,0.76,0.58,0.6982752,0.924532 +17460,0.76,0.64,0.7295886,0.95228547 +17465,0.7,0.7,0.9053737,0.7107245 +17470,0.76,0.62,0.6815416,0.99441755 +17475,0.82,0.64,0.8052406,0.78683335 +17480,0.76,0.7,0.9082205,0.75010663 +17485,0.8,0.56,0.6840028,1.1170056 +17490,0.76,0.58,0.79422,1.0241855 +17495,0.72,0.66,0.8437976,1.1296192 +17500,0.7,0.64,0.7753146,0.7047477 +17505,0.72,0.76,0.83972573,0.63793266 +17510,0.74,0.78,0.8311003,0.63162017 +17515,0.86,0.72,0.5595444,0.8490706 +17520,0.8,0.66,0.7711222,0.9838829 +17525,0.72,0.78,0.9890031,0.71624947 +17530,0.78,0.6,0.8111949,1.0665812 +17535,0.72,0.74,0.94908327,0.86799043 +17540,0.66,0.66,0.6888509,0.7949878 +17545,0.82,0.66,0.6812941,0.84363747 +17550,0.8,0.64,0.6109205,0.88842237 +17555,0.86,0.58,0.56176996,0.8950531 +17560,0.78,0.62,0.7355399,0.98791677 +17565,0.76,0.74,0.8179763,0.69464797 +17570,0.72,0.66,0.9319164,0.95951414 +17575,0.74,0.7,0.81064767,0.8866809 +17580,0.7,0.7,0.6867166,0.7928755 +17585,0.7,0.58,0.9037273,1.1843822 +17590,0.8,0.64,0.7122525,1.0317943 +17595,0.76,0.68,0.78299975,1.0311352 +17600,0.76,0.74,0.60727715,0.78270173 +17605,0.66,0.7,0.91817534,0.6850673 +17610,0.72,0.74,0.76830506,0.72352976 +17615,0.7,0.66,0.8625885,0.8537137 +17620,0.76,0.62,0.7437499,1.0289345 +17625,0.82,0.72,0.65067464,0.7984387 +17630,0.66,0.58,0.98631805,1.0347673 +17635,0.68,0.72,0.7596915,0.7610707 +17640,0.68,0.74,0.7893946,0.8299864 +17645,0.7,0.66,0.9580498,0.79163283 +17650,0.8,0.68,0.6523408,0.87182826 +17655,0.82,0.64,0.617285,0.9650952 +17660,0.72,0.7,0.7427409,0.8343427 +17665,0.74,0.7,0.7713672,0.75623685 +17670,0.78,0.58,0.7557167,1.1177812 +17675,0.66,0.64,0.9275761,0.8453357 +17680,0.74,0.74,0.79453415,0.82484657 +17685,0.76,0.64,0.8015015,1.134657 +17690,0.8,0.56,0.64878255,1.0313306 +17695,0.76,0.7,0.7907205,1.140266 +17700,0.82,0.72,0.73881334,0.7718451 +17705,0.78,0.8,0.63809514,0.64758575 +17710,0.82,0.82,0.69639224,0.7001024 +17715,0.64,0.66,0.73627365,0.8769087 +17720,0.78,0.56,0.6471749,1.0254723 +17725,0.78,0.66,0.73694307,0.7365827 +17730,0.7,0.6,0.71092546,1.0763044 +17735,0.84,0.78,0.4580043,0.7761429 +17740,0.74,0.72,0.75029963,0.83621824 +17745,0.72,0.62,0.7539572,0.72197294 +17750,0.76,0.68,0.48307785,0.9084757 +17755,0.74,0.62,0.6947142,0.81369996 +17760,0.76,0.72,0.58595717,0.9496713 +17765,0.74,0.72,0.71243864,0.7765321 +17770,0.76,0.7,0.83985734,0.9646326 +17775,0.7,0.66,0.76065737,0.83545744 +17780,0.74,0.74,0.8752859,0.6762453 +17785,0.74,0.66,0.605699,1.0505775 +17790,0.86,0.66,0.639535,0.87150115 +17795,0.78,0.7,0.6036538,1.0337062 +17800,0.78,0.7,0.7344399,0.72255546 +17805,0.68,0.72,0.9234581,0.5976681 +17810,0.64,0.76,0.8904634,0.76209664 +17815,0.78,0.7,0.7581206,0.8937154 +17820,0.78,0.56,0.668088,1.0883229 +17825,0.8,0.76,0.5663676,0.78689986 +17830,0.78,0.68,0.7303796,1.0236337 +17835,0.7,0.76,0.7784503,0.7168587 +17840,0.74,0.78,0.8030292,0.8677602 +17845,0.62,0.64,0.89802843,0.84645355 +17850,0.72,0.62,0.72113055,0.99393845 +17855,0.64,0.72,0.7781214,0.91956323 +17860,0.86,0.7,0.4851593,0.8629982 +17865,0.78,0.74,0.64956886,0.8087625 +17870,0.82,0.68,0.5760844,0.9583441 +17875,0.8,0.64,0.53592306,1.0035759 +17880,0.6,0.74,0.886685,0.7160097 +17885,0.72,0.64,0.88706267,1.1832709 +17890,0.84,0.62,0.7600842,0.82770514 +17895,0.74,0.74,0.86549973,1.0888581 +17900,0.78,0.66,0.5038992,0.7767882 +17905,0.86,0.8,0.6662595,0.67157394 +17910,0.76,0.72,0.7088824,0.7871678 +17915,0.72,0.78,0.882571,0.6764363 +17920,0.72,0.58,0.7784451,1.0523067 +17925,0.76,0.76,0.73420984,0.65377176 +17930,0.78,0.56,0.67438745,1.0439394 +17935,0.68,0.76,0.8709021,0.7974575 +17940,0.74,0.76,0.7130568,0.88779646 +17945,0.74,0.62,0.9528557,0.7593961 +17950,0.72,0.78,0.78502136,0.9204927 +17955,0.64,0.68,0.9518039,0.8472014 +17960,0.68,0.68,0.8238089,0.82488513 +17965,0.82,0.8,0.64291054,0.77399427 +17970,0.72,0.66,0.84337837,0.99384063 +17975,0.7,0.68,0.8608934,0.89969826 +17980,0.66,0.76,0.9595344,0.696988 +17985,0.8,0.62,0.7549826,1.064024 +17990,0.82,0.7,0.4897751,0.9929149 +17995,0.7,0.62,0.92782754,1.2139248 +18000,0.7,0.72,0.902038,0.73763174 +18005,0.8,0.68,0.7310897,0.68995667 +18010,0.7,0.76,0.8374982,0.7452133 +18015,0.74,0.74,0.877557,0.7026851 +18020,0.82,0.56,0.6962673,1.029221 +18025,0.82,0.76,0.60978234,0.72465044 +18030,0.72,0.5,0.93624437,0.9172851 +18035,0.84,0.76,0.60285705,0.6955869 +18040,0.66,0.7,0.8313864,0.81551576 +18045,0.74,0.74,0.67172587,0.812342 +18050,0.84,0.7,0.67271733,0.94904 +18055,0.76,0.66,0.50997347,0.8133554 +18060,0.74,0.68,0.8346892,0.962759 +18065,0.74,0.78,0.7783298,0.7764266 +18070,0.76,0.54,0.57725614,0.9752221 +18075,0.64,0.66,0.92655396,0.85733366 +18080,0.74,0.76,0.60175824,0.76555014 +18085,0.76,0.54,0.6341931,1.1525253 +18090,0.72,0.62,0.7666936,1.0453963 +18095,0.86,0.72,0.5600933,1.0712985 +18100,0.66,0.7,0.8750026,0.7766162 +18105,0.78,0.74,0.7115403,0.6657837 +18110,0.74,0.74,0.64608836,0.7124399 +18115,0.7,0.68,0.70624727,0.9299993 +18120,0.78,0.6,0.57902795,0.995594 +18125,0.74,0.68,0.8098791,0.7631921 +18130,0.84,0.64,0.56020314,1.10424 +18135,0.76,0.66,0.7460523,0.7898368 +18140,0.8,0.68,0.6493433,0.9070764 +18145,0.72,0.72,0.798971,0.79976916 +18150,0.72,0.6,0.5891603,0.8055667 +18155,0.74,0.66,0.79631424,0.837234 +18160,0.56,0.66,1.0317158,0.8798875 +18165,0.68,0.68,0.7508277,0.799564 +18170,0.72,0.62,0.54286903,1.0099202 +18175,0.76,0.6,0.6045551,0.91430616 +18180,0.72,0.74,0.68147296,0.7642387 +18185,0.66,0.64,0.8785234,1.1829036 +18190,0.76,0.7,0.8273318,0.9306576 +18195,0.88,0.68,0.6349255,1.1015136 +18200,0.74,0.72,0.73368585,0.8138643 +18205,0.76,0.72,0.8638466,0.6478245 +18210,0.64,0.76,1.0397087,0.7340848 +18215,0.62,0.74,1.114101,0.8168784 +18220,0.74,0.6,0.85152143,1.0904777 +18225,0.62,0.78,0.953486,0.7905257 +18230,0.66,0.56,0.8091932,1.1652417 +18235,0.68,0.76,0.8367927,0.7394099 +18240,0.7,0.66,0.6988686,0.8759469 +18245,0.7,0.64,0.7544763,0.7344812 +18250,0.76,0.72,0.74470717,0.9313103 +18255,0.7,0.68,0.65473384,0.93822867 +18260,0.74,0.7,0.6920572,0.92642105 +18265,0.66,0.7,0.82241714,0.782045 +18270,0.84,0.6,0.6376029,0.8646968 +18275,0.76,0.68,0.7460338,0.8847897 +18280,0.82,0.72,0.6628229,0.7287198 +18285,0.64,0.54,0.8149187,1.0927159 +18290,0.76,0.6,0.65866876,0.96545756 +18295,0.56,0.66,1.020706,1.0352193 +18300,0.78,0.76,0.57031125,0.7023279 +18305,0.74,0.72,0.89194846,0.55824953 +18310,0.68,0.7,0.6761867,0.71926254 +18315,0.62,0.66,1.0292248,0.75921893 +18320,0.74,0.64,0.83830965,1.0754619 +18325,0.68,0.76,0.7378854,0.69758147 +18330,0.72,0.52,0.8565036,1.1579243 +18335,0.76,0.72,0.6100244,0.72129256 +18340,0.74,0.72,0.64003146,0.89498293 +18345,0.8,0.68,0.5800505,0.741176 +18350,0.86,0.64,0.630524,0.89399016 +18355,0.82,0.64,0.69120735,0.87838304 +18360,0.74,0.6,0.7163582,0.94492203 +18365,0.62,0.72,0.9540375,0.7484177 +18370,0.76,0.6,0.5853694,0.9663095 +18375,0.86,0.68,0.80759287,0.76532257 +18380,0.7,0.8,0.74669456,0.6560996 +18385,0.78,0.58,0.72959715,1.096107 +18390,0.82,0.54,0.7405274,0.9263658 +18395,0.72,0.7,0.8365891,1.0327747 +18400,0.74,0.68,0.8768642,0.81202173 +18405,0.7,0.82,0.71420705,0.6211123 +18410,0.7,0.76,0.87450415,0.65055025 +18415,0.84,0.76,0.67428,0.8082257 +18420,0.72,0.6,0.7498591,1.0050955 +18425,0.64,0.78,0.7723933,0.78497773 +18430,0.82,0.58,0.6390824,1.0431678 +18435,0.74,0.78,0.8213496,0.7676533 +18440,0.66,0.62,0.6236218,0.773719 +18445,0.76,0.62,0.69938713,0.7671831 +18450,0.86,0.72,0.5304711,0.88199234 +18455,0.84,0.64,0.63706404,0.9436169 +18460,0.72,0.7,0.8091649,0.8851258 +18465,0.64,0.76,0.74515885,0.66077286 +18470,0.74,0.62,0.9691778,1.0112116 +18475,0.74,0.64,0.72666746,0.8325887 +18480,0.78,0.72,0.60674685,0.71838945 +18485,0.76,0.54,0.92819184,1.1739124 +18490,0.8,0.68,0.6578517,0.96270096 +18495,0.78,0.68,0.72166044,1.1221054 +18500,0.76,0.76,0.6795099,0.77808553 +18505,0.76,0.76,0.90163785,0.66110784 +18510,0.74,0.74,0.583558,0.6283942 +18515,0.68,0.74,0.9724731,0.85820043 +18520,0.76,0.58,0.68117464,1.1603172 +18525,0.82,0.78,0.5890562,0.7499564 +18530,0.7,0.54,0.9976499,1.0338057 +18535,0.7,0.78,0.7123616,0.71171725 +18540,0.64,0.72,0.8328288,0.8519262 +18545,0.76,0.64,0.80856264,0.64861923 +18550,0.8,0.62,0.6173809,0.8446062 +18555,0.88,0.66,0.5609977,0.76403475 +18560,0.76,0.64,0.8132648,0.8623407 +18565,0.8,0.72,0.7167162,0.69458556 +18570,0.82,0.62,0.7381212,1.069298 +18575,0.64,0.62,0.9984903,0.8844702 +18580,0.74,0.7,0.8022641,0.81463397 +18585,0.72,0.6,0.74059486,1.2022684 +18590,0.72,0.64,0.6899243,0.95015746 +18595,0.74,0.7,0.58721995,1.0613551 +18600,0.76,0.72,0.81487197,0.81654173 +18605,0.8,0.82,0.58948606,0.6143863 +18610,0.82,0.74,0.65443116,0.63940537 +18615,0.68,0.68,0.7686514,0.7684935 +18620,0.78,0.6,0.6255346,1.0476842 +18625,0.74,0.76,0.71753836,0.70646936 +18630,0.74,0.56,0.6957984,0.9741806 +18635,0.82,0.74,0.4768376,0.73626155 +18640,0.74,0.8,0.67629695,0.9171106 +18645,0.66,0.68,0.93247116,0.66905314 +18650,0.78,0.64,0.4752261,0.8613488 +18655,0.8,0.68,0.7742012,0.96755326 +18660,0.74,0.74,0.58343333,0.9770697 +18665,0.78,0.7,0.58120805,0.74625635 +18670,0.62,0.64,0.72259307,0.84673685 +18675,0.76,0.64,0.7400232,0.82789695 +18680,0.72,0.7,0.84741485,0.8176065 +18685,0.76,0.58,0.7287861,1.1447209 +18690,0.74,0.66,0.6131008,0.9628599 +18695,0.76,0.76,0.57010186,0.97611326 +18700,0.82,0.72,0.82398087,0.80488896 +18705,0.74,0.76,0.9590463,0.619381 +18710,0.68,0.76,0.8520628,0.66868025 +18715,0.74,0.64,0.79174554,0.82130766 +18720,0.74,0.66,0.6413094,0.98003787 +18725,0.8,0.72,0.6053262,0.8089024 +18730,0.76,0.64,0.75822634,1.0777324 +18735,0.74,0.72,0.7314741,0.8391947 +18740,0.74,0.74,0.75064665,0.82374465 +18745,0.72,0.64,0.92782515,0.8300754 +18750,0.76,0.58,0.70902544,0.80402666 +18755,0.72,0.7,0.797418,0.829729 +18760,0.78,0.7,0.56376684,0.95012045 +18765,0.74,0.72,0.58821505,0.7259787 +18770,0.88,0.66,0.45082787,0.9342066 +18775,0.86,0.66,0.45828688,0.84785724 +18780,0.74,0.7,0.9444077,0.80313486 +18785,0.66,0.56,0.8337567,1.0809516 +18790,0.82,0.62,0.6211045,0.8912159 +18795,0.76,0.68,0.82817197,0.93232024 +18800,0.86,0.74,0.50067997,0.7327654 +18805,0.8,0.76,0.63321,0.6576471 +18810,0.74,0.72,0.5840562,0.69960594 +18815,0.76,0.74,0.81729007,0.74145526 +18820,0.72,0.6,0.82821685,1.0121971 +18825,0.72,0.74,0.64697295,0.75433946 +18830,0.82,0.58,0.72315645,1.0077173 +18835,0.64,0.76,0.80582017,0.77163434 +18840,0.82,0.72,0.7121572,0.7920958 +18845,0.76,0.64,0.81851035,0.6681198 +18850,0.72,0.68,0.83751,0.8532573 +18855,0.64,0.72,0.90961015,0.8841463 +18860,0.7,0.74,0.6926373,0.9223717 +18865,0.8,0.74,0.60584587,0.775635 +18870,0.76,0.68,0.68568265,0.93384707 +18875,0.74,0.66,0.8007001,0.76355547 +18880,0.72,0.72,0.888019,0.76668525 +18885,0.74,0.54,0.6000428,1.1651403 +18890,0.84,0.62,0.4305735,0.8860697 +18895,0.72,0.6,0.9030209,1.1694877 +18900,0.68,0.74,0.77958226,0.69240683 +18905,0.8,0.74,0.6711058,0.59077597 +18910,0.7,0.66,0.84296477,0.7473266 +18915,0.72,0.74,0.8411451,0.8341508 +18920,0.78,0.58,0.6668122,1.1194942 +18925,0.86,0.68,0.64751345,0.66679054 +18930,0.64,0.58,0.89832425,1.054504 +18935,0.74,0.76,0.574681,0.74418986 +18940,0.68,0.64,0.9066945,0.8848123 +18945,0.8,0.74,0.63774586,0.735002 +18950,0.82,0.56,0.73507833,0.8061207 +18955,0.84,0.58,0.53043836,0.8416298 +18960,0.76,0.7,0.8425773,0.84931684 +18965,0.6,0.7,0.7612816,0.74490434 +18970,0.8,0.6,0.60468435,1.0429918 +18975,0.64,0.72,0.79005235,0.8350591 +18980,0.78,0.78,0.6062396,0.8399889 +18985,0.8,0.64,0.59938043,1.2100362 +18990,0.76,0.68,0.83380586,0.8858751 +18995,0.78,0.74,0.44099212,1.138636 +19000,0.7,0.72,0.82951474,0.7111533 +19005,0.78,0.72,0.7156887,0.68656725 +19010,0.74,0.74,0.68090665,0.63363993 +19015,0.7,0.64,0.6851145,0.8420332 +19020,0.84,0.58,0.5836369,1.143059 +19025,0.8,0.74,0.7468558,0.7668644 +19030,0.82,0.62,0.5832974,1.0148709 +19035,0.78,0.74,0.74104136,0.7673653 +19040,0.8,0.78,0.52032256,0.873873 +19045,0.74,0.7,0.65178156,0.7206958 +19050,0.76,0.64,0.5011127,0.8173839 +19055,0.74,0.7,0.82589805,0.88945824 +19060,0.64,0.68,0.88498336,0.8261786 +19065,0.66,0.72,0.8530902,0.8448979 +19070,0.88,0.64,0.5744193,0.99176574 +19075,0.82,0.72,0.57448804,0.84350204 +19080,0.72,0.76,0.88999605,0.7387933 +19085,0.68,0.62,0.83169866,1.0970001 +19090,0.76,0.68,0.71883935,0.88559556 +19095,0.8,0.64,0.5597028,1.0214994 +19100,0.76,0.7,0.7232273,0.743651 +19105,0.78,0.8,0.81230307,0.6285115 +19110,0.68,0.8,0.9876657,0.64464974 +19115,0.58,0.72,1.0197049,0.7943421 +19120,0.66,0.68,0.8045703,1.0153947 +19125,0.68,0.78,0.9737767,0.79355407 +19130,0.68,0.5,0.93070877,1.0405313 +19135,0.7,0.72,0.88739556,0.7666063 +19140,0.7,0.72,0.6926593,0.83361006 +19145,0.7,0.7,0.7359609,0.7386274 +19150,0.72,0.64,0.7004908,0.8895081 +19155,0.64,0.64,0.5667062,0.8470126 +19160,0.72,0.64,0.65718645,0.9887794 +19165,0.7,0.74,0.7963255,0.77091336 +19170,0.72,0.66,0.5890584,0.89321166 +19175,0.74,0.68,0.6817438,0.8370761 +19180,0.76,0.76,0.71213454,0.7141753 +19185,0.74,0.62,0.73760813,1.1490791 +19190,0.8,0.66,0.60024315,0.9427028 +19195,0.64,0.68,0.9439844,1.1262189 +19200,0.82,0.68,0.63308465,0.6947082 +19205,0.74,0.82,0.88863534,0.576546 +19210,0.78,0.8,0.6968824,0.66841996 +19215,0.6,0.74,1.225832,0.8076231 +19220,0.76,0.6,0.7471352,1.0659941 +19225,0.72,0.74,0.7548334,0.7922115 +19230,0.62,0.66,0.84944993,1.0422066 +19235,0.78,0.72,0.6586167,0.8224872 +19240,0.74,0.7,0.6113075,0.81156194 +19245,0.8,0.74,0.5771621,0.6631116 +19250,0.76,0.7,0.6128613,0.84371483 +19255,0.76,0.68,0.72949845,0.98705983 +19260,0.76,0.72,0.5952385,0.90978134 +19265,0.7,0.76,0.7869036,0.7069519 +19270,0.82,0.64,0.6295558,0.9376365 +19275,0.76,0.68,0.68966764,0.8843665 +19280,0.74,0.74,0.8665645,0.6224806 +19285,0.84,0.6,0.5663315,1.1750903 +19290,0.78,0.74,0.675445,0.9346187 +19295,0.7,0.68,1.0588253,1.028196 +19300,0.7,0.7,0.7182211,0.8070551 +19305,0.8,0.84,0.75466573,0.5778245 +19310,0.68,0.78,0.89511156,0.61455745 +19315,0.86,0.7,0.53040147,0.73770386 +19320,0.8,0.62,0.7650114,0.91794014 +19325,0.76,0.72,0.88177955,0.7045602 +19330,0.8,0.58,0.68236166,1.0060389 +19335,0.82,0.7,0.76345533,0.8301477 +19340,0.76,0.78,0.69657636,0.75835776 +19345,0.82,0.66,0.63550735,0.711519 +19350,0.86,0.66,0.4794806,0.84222794 +19355,0.86,0.64,0.5247035,0.96894366 +19360,0.72,0.66,0.72706884,0.91129786 +19365,0.7,0.76,0.7632515,0.7122126 +19370,0.74,0.64,0.91671866,1.0130798 +19375,0.72,0.62,0.7332342,0.8299394 +19380,0.78,0.68,0.6084237,0.85440874 +19385,0.64,0.58,0.7973816,1.2197207 +19390,0.7,0.7,0.66112345,0.8841748 +19395,0.8,0.7,0.6683327,1.1498346 +19400,0.76,0.76,0.6818187,0.7151325 +19405,0.78,0.74,0.91363806,0.5797142 +19410,0.8,0.74,0.70100003,0.7026252 +19415,0.8,0.72,0.9059372,0.7992778 +19420,0.68,0.58,0.6688082,1.043202 +19425,0.82,0.82,0.5666229,0.75392807 +19430,0.74,0.62,1.0325935,0.9945538 +19435,0.74,0.76,0.80941576,0.72912645 +19440,0.6,0.68,0.94419295,0.81205475 +19445,0.74,0.72,0.7298201,0.7068825 +19450,0.82,0.66,0.7339876,0.79927534 +19455,0.84,0.64,0.6211603,1.0197922 +19460,0.78,0.68,0.7132089,0.8309078 +19465,0.7,0.72,0.7618267,0.61947095 +19470,0.82,0.52,0.7055657,1.0327057 +19475,0.64,0.7,0.9609053,0.8192936 +19480,0.68,0.72,0.81472975,0.72774214 +19485,0.72,0.64,0.68971574,1.154855 +19490,0.84,0.64,0.65703446,0.91937834 +19495,0.76,0.74,0.64558786,0.94065857 +19500,0.76,0.82,0.76439226,0.7809032 +19505,0.82,0.76,0.5641717,0.66820043 +19510,0.8,0.76,0.6906183,0.64204526 +19515,0.72,0.68,0.73322535,0.79073423 +19520,0.82,0.62,0.66828537,1.0458035 +19525,0.78,0.74,0.681126,0.85604674 +19530,0.7,0.58,0.588502,0.95193726 +19535,0.82,0.74,0.44637614,0.7036249 +19540,0.76,0.8,0.68054694,0.81285536 +19545,0.68,0.72,0.7430626,0.75158125 +19550,0.82,0.72,0.5499216,0.95696694 +19555,0.8,0.74,0.7178952,0.8904558 +19560,0.8,0.74,0.5721441,0.8872214 +19565,0.78,0.76,0.6535976,0.7603824 +19570,0.7,0.62,0.83718336,0.98496747 +19575,0.82,0.7,0.72557443,0.79269654 +19580,0.74,0.76,0.80559003,0.72369164 +19585,0.78,0.56,0.73199576,1.0310559 +19590,0.84,0.66,0.51904225,0.9193434 +19595,0.82,0.76,0.60658044,1.2089171 +19600,0.74,0.68,0.7625956,0.74933916 +19605,0.76,0.76,0.78151643,0.6237655 +19610,0.7,0.8,0.7995442,0.664724 +19615,0.78,0.64,0.8246855,0.8702765 +19620,0.74,0.56,0.58064955,0.9979771 +19625,0.82,0.66,0.5398415,0.7956336 +19630,0.78,0.52,0.60209394,1.0055481 +19635,0.7,0.74,0.910459,0.7689972 +19640,0.68,0.76,0.757272,0.8077252 +19645,0.68,0.66,0.8831795,0.7508169 +19650,0.78,0.64,0.62754744,0.8824913 +19655,0.74,0.76,0.7558905,0.8757079 +19660,0.84,0.7,0.53014547,0.89359176 +19665,0.78,0.72,0.58872026,0.76820683 +19670,0.84,0.64,0.4796749,0.9016192 +19675,0.82,0.7,0.41128612,0.81660265 +19680,0.62,0.72,0.842492,0.7764891 +19685,0.68,0.64,0.80383795,1.1618953 +19690,0.84,0.66,0.7248911,0.85314745 +19695,0.7,0.72,0.7872739,1.0609058 +19700,0.84,0.74,0.4587735,0.71747184 +19705,0.82,0.82,0.5120573,0.63728034 +19710,0.78,0.72,0.544044,0.6850676 +19715,0.7,0.74,0.7891329,0.84092516 +19720,0.78,0.62,0.7686435,1.0265605 +19725,0.74,0.78,0.61436975,0.68192214 +19730,0.84,0.54,0.56387657,1.0048264 +19735,0.68,0.74,0.79175055,0.75937414 +19740,0.8,0.7,0.5899407,0.8451221 +19745,0.7,0.7,0.85560846,0.8761597 +19750,0.68,0.7,0.6998046,0.6959341 +19755,0.64,0.64,0.87221175,0.8149829 +19760,0.74,0.72,0.6832903,0.83419555 +19765,0.86,0.62,0.64449495,0.7746626 +19770,0.76,0.66,0.7660173,0.90564126 +19775,0.78,0.72,0.75191605,0.82275367 +19780,0.72,0.72,0.84298646,0.76315093 +19785,0.74,0.6,0.68026793,1.1878061 +19790,0.86,0.74,0.45727843,0.90976423 +19795,0.66,0.66,0.86253214,1.1385747 +19800,0.78,0.74,0.85111237,0.7783487 +19805,0.8,0.76,0.5757324,0.6393986 +19810,0.72,0.86,0.819679,0.7334491 +19815,0.74,0.72,0.82658505,0.71067995 +19820,0.74,0.62,0.6583162,1.011026 +19825,0.82,0.7,0.5779224,0.7705513 +19830,0.7,0.58,0.9081238,1.1158957 +19835,0.8,0.7,0.54300874,0.77511615 +19840,0.7,0.68,0.9141415,0.9280199 +19845,0.76,0.7,0.59051436,0.6660894 +19850,0.76,0.66,0.64098406,0.8033494 +19855,0.86,0.6,0.42498422,0.8060034 +19860,0.8,0.74,0.7709996,0.9309437 +19865,0.66,0.74,0.73153746,0.676235 +19870,0.76,0.64,0.6896509,0.97812545 +19875,0.62,0.76,0.786566,0.7273871 +19880,0.82,0.84,0.6332334,0.6983342 +19885,0.84,0.58,0.5467508,1.1083198 +19890,0.74,0.7,0.6796421,0.912413 +19895,0.84,0.68,0.5142975,1.1178918 +19900,0.74,0.78,0.8849487,0.7766473 +19905,0.8,0.76,0.722104,0.59699124 +19910,0.78,0.68,0.65893817,0.7657708 +19915,0.72,0.74,0.56061196,0.8013147 +19920,0.76,0.62,0.63024074,0.99173266 +19925,0.74,0.74,0.7376602,0.75756204 +19930,0.8,0.52,0.50121635,0.9435556 +19935,0.7,0.72,0.6917363,0.80763346 +19940,0.82,0.72,0.65580064,0.85841995 +19945,0.76,0.74,0.8119359,0.6643786 +19950,0.74,0.66,0.59186536,0.79814094 +19955,0.74,0.64,0.7506125,0.9123181 +19960,0.66,0.64,0.97064316,0.8534898 +19965,0.7,0.68,0.76372665,0.7496672 +19970,0.78,0.6,0.548814,0.97889274 +19975,0.84,0.66,0.70079947,0.8120949 +19980,0.8,0.76,0.74713326,0.6158583 +19985,0.62,0.62,0.8506026,1.0662563 +19990,0.74,0.66,0.7901497,0.934473 +19995,0.84,0.7,0.5342666,1.0825026 +20000,0.72,0.7,0.7828108,0.6753273 diff --git a/apps/dash-live-model-training/data/cifar_softmax_run_log.csv b/apps/dash-live-model-training/data/cifar_softmax_run_log.csv new file mode 100644 index 000000000..03b545bbc --- /dev/null +++ b/apps/dash-live-model-training/data/cifar_softmax_run_log.csv @@ -0,0 +1,4000 @@ +5,0.12,0.12,142.60066,145.19334 +10,0.1,0.13,179.69844,160.91623 +15,0.14,0.13,142.22476,137.39175 +20,0.18,0.19,100.23089,103.39555 +25,0.08,0.1,102.20504,101.25424 +30,0.09,0.11,119.046936,114.86383 +35,0.1,0.07,91.07337,84.59653 +40,0.16,0.19,54.665558,68.102875 +45,0.17,0.1,99.01236,102.740036 +50,0.17,0.16,94.1626,77.43273 +55,0.14,0.15,94.98207,90.84972 +60,0.11,0.09,65.884926,75.28879 +65,0.19,0.17,63.191086,68.21584 +70,0.27,0.2,45.62729,53.07329 +75,0.19,0.17,83.468636,103.39016 +80,0.12,0.09,83.44138,86.63856 +85,0.16,0.16,85.741425,94.37915 +90,0.17,0.13,70.55228,84.05601 +95,0.22,0.2,48.35889,58.70142 +100,0.19,0.24,78.637596,59.45906 +105,0.17,0.11,52.82,63.353268 +110,0.18,0.22,60.27384,63.766754 +115,0.18,0.25,65.59876,67.69198 +120,0.22,0.19,95.18255,106.23088 +125,0.15,0.14,60.05664,76.36793 +130,0.15,0.17,79.59282,72.00022 +135,0.13,0.16,88.201385,78.395294 +140,0.15,0.18,90.68035,83.73615 +145,0.13,0.13,102.845535,99.018936 +150,0.21,0.26,73.062355,65.37237 +155,0.21,0.17,29.054651,32.78258 +160,0.22,0.11,57.45243,70.11924 +165,0.11,0.14,90.81414,99.60525 +170,0.16,0.16,85.21966,71.8491 +175,0.22,0.18,45.327793,50.48596 +180,0.26,0.12,57.125523,65.23394 +185,0.25,0.21,37.133762,49.85347 +190,0.25,0.22,50.63926,51.63173 +195,0.26,0.24,39.1522,46.193974 +200,0.26,0.16,55.636074,71.1045 +205,0.27,0.21,61.424732,61.930946 +210,0.22,0.22,84.1379,86.30417 +215,0.15,0.21,75.14675,65.58627 +220,0.22,0.21,37.49357,34.237473 +225,0.22,0.16,46.065693,57.52306 +230,0.24,0.19,42.275745,44.50772 +235,0.19,0.15,51.77454,55.464966 +240,0.17,0.2,63.908092,57.392174 +245,0.25,0.2,55.007412,60.227417 +250,0.26,0.22,51.010677,48.39056 +255,0.29,0.25,72.43465,65.786316 +260,0.25,0.12,46.410423,61.580276 +265,0.22,0.24,45.497177,46.06327 +270,0.12,0.16,74.27013,72.30459 +275,0.19,0.15,68.65181,77.996315 +280,0.15,0.11,56.627087,59.51665 +285,0.16,0.18,45.196114,41.259613 +290,0.27,0.29,47.391834,41.70085 +295,0.24,0.27,33.534225,35.267567 +300,0.21,0.18,61.501747,59.7657 +305,0.33,0.18,55.557426,68.12658 +310,0.15,0.17,64.00943,72.32283 +315,0.23,0.17,86.157585,94.31476 +320,0.19,0.2,66.12742,59.046017 +325,0.29,0.21,74.45718,84.46209 +330,0.25,0.24,39.356934,40.62094 +335,0.26,0.28,44.771465,55.34548 +340,0.3,0.31,55.06697,51.002686 +345,0.24,0.22,56.95755,54.36083 +350,0.24,0.2,48.981537,51.81068 +355,0.18,0.16,52.47921,59.228657 +360,0.24,0.22,52.04675,49.257256 +365,0.19,0.28,51.159214,47.17294 +370,0.12,0.16,70.521,76.12564 +375,0.19,0.26,60.605568,57.019875 +380,0.23,0.22,52.778233,51.797054 +385,0.15,0.22,57.1153,50.091385 +390,0.19,0.32,43.901035,38.587337 +395,0.23,0.19,53.737373,66.15929 +400,0.23,0.3,59.503242,48.949642 +405,0.23,0.15,51.496536,60.382328 +410,0.17,0.19,61.246708,49.604023 +415,0.27,0.28,43.943653,54.112938 +420,0.13,0.18,54.83916,48.73788 +425,0.09,0.14,91.046104,94.93254 +430,0.21,0.25,61.5091,56.64771 +435,0.2,0.23,54.466217,48.96716 +440,0.28,0.24,50.343975,42.821987 +445,0.27,0.27,48.524902,54.93993 +450,0.18,0.21,41.576366,39.769543 +455,0.18,0.16,80.25966,84.44576 +460,0.15,0.13,55.46168,60.1004 +465,0.15,0.15,83.233574,82.3416 +470,0.23,0.13,58.13189,69.37924 +475,0.14,0.23,82.18663,75.290665 +480,0.25,0.26,71.8631,64.49893 +485,0.32,0.21,60.753155,64.150505 +490,0.33,0.32,59.580082,65.49641 +495,0.19,0.2,58.689938,63.82402 +500,0.22,0.2,38.534313,38.13607 +505,0.14,0.22,54.547462,50.602047 +510,0.35,0.29,47.951782,51.012154 +515,0.15,0.22,59.471558,72.46181 +520,0.47,0.35,33.084843,41.09579 +525,0.17,0.18,59.950615,64.4103 +530,0.09,0.07,92.17784,96.19971 +535,0.33,0.21,54.62521,62.960037 +540,0.18,0.21,102.57837,104.20578 +545,0.34,0.2,48.6815,43.40343 +550,0.25,0.27,45.00966,51.42479 +555,0.18,0.25,50.48718,57.05034 +560,0.22,0.15,40.46146,47.81607 +565,0.17,0.21,61.593452,68.832405 +570,0.27,0.21,43.328503,47.928185 +575,0.22,0.22,53.701378,60.180943 +580,0.13,0.15,61.748062,62.645668 +585,0.24,0.23,63.468292,54.56785 +590,0.2,0.19,48.887543,50.248184 +595,0.35,0.22,53.297535,63.439423 +600,0.24,0.27,36.360893,42.676685 +605,0.32,0.24,36.671112,37.01694 +610,0.22,0.19,42.516388,52.38816 +615,0.19,0.16,56.870853,78.80719 +620,0.2,0.26,51.84686,49.9266 +625,0.18,0.19,64.12916,57.77638 +630,0.22,0.29,48.437675,50.500397 +635,0.24,0.17,73.44365,86.17881 +640,0.22,0.29,55.354904,50.901703 +645,0.26,0.18,63.436363,76.477036 +650,0.34,0.21,40.127262,44.186127 +655,0.23,0.18,43.735233,61.14085 +660,0.21,0.23,47.70558,41.233143 +665,0.2,0.16,55.30891,65.180115 +670,0.31,0.25,28.731176,32.877132 +675,0.13,0.16,56.483307,68.527756 +680,0.2,0.13,74.846855,75.758484 +685,0.2,0.2,40.47499,45.958683 +690,0.27,0.28,33.570816,35.311337 +695,0.31,0.23,29.019709,26.761189 +700,0.23,0.19,43.595116,50.00173 +705,0.26,0.24,39.17626,42.266056 +710,0.24,0.18,45.521328,49.33393 +715,0.18,0.24,37.5258,40.17666 +720,0.15,0.25,52.040234,34.834286 +725,0.18,0.24,63.041035,66.28508 +730,0.21,0.23,50.21003,50.199093 +735,0.21,0.13,56.658165,62.28661 +740,0.38,0.37,50.648693,53.6747 +745,0.22,0.2,64.44105,62.3794 +750,0.19,0.25,44.701237,45.81417 +755,0.25,0.25,28.555115,32.340626 +760,0.17,0.21,50.042778,46.94095 +765,0.23,0.22,88.07101,95.71673 +770,0.16,0.18,45.666714,43.012012 +775,0.22,0.18,61.805897,71.81326 +780,0.23,0.18,61.089367,67.7998 +785,0.29,0.23,52.21026,61.426792 +790,0.25,0.25,66.924286,56.457363 +795,0.26,0.21,53.324818,56.055126 +800,0.24,0.32,56.70376,41.62035 +805,0.24,0.21,68.86208,52.410004 +810,0.15,0.15,48.530365,50.220158 +815,0.33,0.26,65.57836,66.63503 +820,0.2,0.13,64.075294,75.47208 +825,0.16,0.15,81.43144,69.99177 +830,0.27,0.24,41.413956,49.572823 +835,0.17,0.19,65.543045,77.788895 +840,0.18,0.27,70.944405,60.87462 +845,0.21,0.26,57.747353,64.772736 +850,0.2,0.24,63.587925,66.4185 +855,0.11,0.11,73.66247,81.4897 +860,0.19,0.21,38.57709,41.313805 +865,0.23,0.3,52.944736,51.523895 +870,0.29,0.19,60.03078,78.97205 +875,0.17,0.2,60.325626,60.80895 +880,0.24,0.29,33.523964,37.26674 +885,0.27,0.24,38.34108,41.236053 +890,0.18,0.22,53.676468,52.09712 +895,0.23,0.2,58.29027,54.764664 +900,0.24,0.31,38.64809,36.73204 +905,0.22,0.19,39.585377,39.813152 +910,0.19,0.18,58.64825,62.050343 +915,0.19,0.2,70.546936,77.713104 +920,0.26,0.27,38.35188,35.164745 +925,0.25,0.31,53.89422,53.255505 +930,0.28,0.17,34.54403,36.98573 +935,0.24,0.29,24.411777,23.544994 +940,0.26,0.2,44.19319,42.662804 +945,0.19,0.19,64.81856,77.87649 +950,0.13,0.18,74.86254,68.63027 +955,0.19,0.19,71.83334,68.65999 +960,0.4,0.24,32.36135,46.971264 +965,0.25,0.3,29.496956,32.95791 +970,0.27,0.14,53.171783,55.94082 +975,0.31,0.29,35.891567,38.350494 +980,0.14,0.14,56.705788,54.12967 +985,0.31,0.2,62.369106,57.791317 +990,0.16,0.19,61.338326,52.000084 +995,0.27,0.24,33.655437,41.736534 +1000,0.3,0.3,37.19475,33.690372 +1005,0.25,0.23,32.114613,34.372875 +1010,0.25,0.26,42.493927,43.624653 +1015,0.21,0.27,32.355255,29.851831 +1020,0.28,0.3,61.83398,75.28659 +1025,0.28,0.2,61.07637,75.40417 +1030,0.22,0.26,65.37619,62.143333 +1035,0.14,0.17,64.9156,79.7238 +1040,0.27,0.25,58.042458,56.012936 +1045,0.32,0.19,53.738853,67.47116 +1050,0.23,0.27,64.97858,50.42813 +1055,0.2,0.18,70.39523,80.0337 +1060,0.23,0.22,63.010666,58.015728 +1065,0.29,0.23,62.78348,77.05559 +1070,0.24,0.17,46.82958,51.90573 +1075,0.28,0.22,46.19484,51.003223 +1080,0.1,0.14,92.2953,86.56254 +1085,0.15,0.15,73.73958,80.246086 +1090,0.24,0.31,63.999622,48.08822 +1095,0.16,0.16,48.535683,59.731346 +1100,0.34,0.27,24.790998,27.502008 +1105,0.21,0.29,56.764084,54.492077 +1110,0.26,0.27,47.981335,50.4063 +1115,0.33,0.34,38.34169,40.1598 +1120,0.18,0.19,46.85107,41.92371 +1125,0.27,0.24,40.476402,40.360455 +1130,0.2,0.22,59.592518,56.702057 +1135,0.21,0.2,40.23681,47.756607 +1140,0.14,0.23,60.873104,49.28633 +1145,0.21,0.16,54.485756,56.75479 +1150,0.17,0.2,41.271206,41.95953 +1155,0.18,0.19,34.17457,39.14886 +1160,0.17,0.25,48.476006,42.23438 +1165,0.19,0.16,57.82012,65.80095 +1170,0.24,0.3,67.00864,55.28522 +1175,0.24,0.18,48.191914,50.94725 +1180,0.27,0.26,60.07395,62.145317 +1185,0.25,0.23,35.002094,36.09864 +1190,0.24,0.21,55.546284,51.030285 +1195,0.14,0.14,58.826885,67.02569 +1200,0.14,0.23,61.51984,56.588676 +1205,0.3,0.19,48.239677,68.77581 +1210,0.34,0.19,32.284542,43.875526 +1215,0.27,0.2,41.631668,35.371952 +1220,0.2,0.19,51.254593,51.64293 +1225,0.35,0.29,38.34944,48.263638 +1230,0.28,0.3,43.421642,43.50574 +1235,0.28,0.22,48.576515,61.486305 +1240,0.26,0.2,36.271896,36.35373 +1245,0.2,0.21,55.05253,45.871456 +1250,0.35,0.29,27.538729,35.716034 +1255,0.25,0.26,55.313683,51.796432 +1260,0.29,0.19,30.583824,41.520287 +1265,0.21,0.21,54.985928,48.85889 +1270,0.28,0.25,25.923744,28.205574 +1275,0.31,0.27,31.532455,40.36321 +1280,0.35,0.31,39.513855,49.87524 +1285,0.32,0.26,31.633024,35.1737 +1290,0.23,0.24,46.67959,45.185497 +1295,0.22,0.2,53.292828,60.61476 +1300,0.24,0.25,62.32364,65.02026 +1305,0.26,0.26,38.43271,40.087105 +1310,0.17,0.17,56.025414,67.681015 +1315,0.21,0.31,59.527157,51.49085 +1320,0.23,0.19,46.491444,45.95379 +1325,0.17,0.16,51.046284,47.331467 +1330,0.18,0.28,37.93807,39.04562 +1335,0.22,0.19,44.053764,65.01841 +1340,0.19,0.19,55.6837,54.23873 +1345,0.23,0.15,56.57756,55.002514 +1350,0.17,0.22,62.99381,63.845688 +1355,0.13,0.13,70.48264,61.12959 +1360,0.26,0.27,66.11782,54.37297 +1365,0.19,0.21,32.726944,27.697878 +1370,0.26,0.17,27.048573,30.823689 +1375,0.23,0.21,61.729847,65.54561 +1380,0.18,0.16,59.860226,57.828297 +1385,0.27,0.25,53.26962,57.043285 +1390,0.3,0.26,33.853016,39.44569 +1395,0.27,0.21,54.81935,65.53854 +1400,0.25,0.24,55.73476,57.667046 +1405,0.21,0.2,51.78437,56.171112 +1410,0.22,0.21,50.578842,48.892365 +1415,0.27,0.28,49.76415,52.68548 +1420,0.31,0.32,34.197327,36.11723 +1425,0.17,0.19,57.40533,56.23542 +1430,0.14,0.12,62.76052,69.903114 +1435,0.19,0.2,69.72364,78.34521 +1440,0.26,0.23,43.697372,39.918224 +1445,0.32,0.17,48.74346,44.740463 +1450,0.25,0.29,43.407345,40.92754 +1455,0.23,0.15,71.501945,84.8887 +1460,0.26,0.25,46.039635,50.138493 +1465,0.3,0.29,39.873974,35.582726 +1470,0.19,0.18,61.953716,55.480927 +1475,0.2,0.2,49.06165,66.31807 +1480,0.22,0.34,38.999344,40.047657 +1485,0.18,0.18,51.732964,52.564785 +1490,0.16,0.17,49.458916,49.61681 +1495,0.34,0.27,42.5308,54.117695 +1500,0.25,0.27,43.827816,42.83402 +1505,0.16,0.22,61.010326,53.972023 +1510,0.22,0.27,26.634932,30.717573 +1515,0.22,0.25,53.969723,47.59968 +1520,0.31,0.27,45.972347,50.58399 +1525,0.24,0.24,45.65607,49.023804 +1530,0.12,0.12,63.091465,89.75058 +1535,0.17,0.17,60.95572,68.36087 +1540,0.38,0.31,37.63293,37.408924 +1545,0.27,0.24,34.191704,36.652718 +1550,0.24,0.29,48.081436,45.57445 +1555,0.12,0.13,75.91581,78.611824 +1560,0.18,0.17,61.624596,67.85271 +1565,0.12,0.11,87.44814,92.98524 +1570,0.12,0.15,73.83394,73.52289 +1575,0.26,0.18,52.828804,65.30239 +1580,0.19,0.16,58.70049,52.893818 +1585,0.15,0.18,49.70277,53.907036 +1590,0.16,0.23,50.751644,48.03265 +1595,0.25,0.22,48.190693,37.863113 +1600,0.22,0.21,42.04806,42.77297 +1605,0.23,0.23,45.01978,49.109707 +1610,0.31,0.25,37.422474,33.79063 +1615,0.22,0.24,40.85932,35.900375 +1620,0.14,0.23,59.054493,56.61054 +1625,0.21,0.17,44.32816,55.427235 +1630,0.19,0.18,64.59475,61.243973 +1635,0.28,0.27,44.43185,40.63216 +1640,0.33,0.24,30.721949,29.954695 +1645,0.21,0.21,57.478405,66.46938 +1650,0.22,0.22,52.59214,50.45065 +1655,0.26,0.26,25.676851,31.58311 +1660,0.3,0.22,61.404957,46.935284 +1665,0.24,0.29,45.129154,42.47245 +1670,0.21,0.23,37.987022,31.396616 +1675,0.29,0.2,45.415993,51.22323 +1680,0.22,0.22,53.29555,54.625225 +1685,0.27,0.27,49.210495,50.333508 +1690,0.21,0.26,56.28225,42.59562 +1695,0.27,0.24,36.50895,35.75049 +1700,0.32,0.24,26.523113,34.28156 +1705,0.26,0.22,37.490543,50.28442 +1710,0.3,0.26,32.435574,38.968918 +1715,0.29,0.32,46.187454,38.93064 +1720,0.16,0.16,62.043003,67.807434 +1725,0.19,0.22,53.196392,58.13335 +1730,0.3,0.25,60.539654,71.13978 +1735,0.12,0.2,60.283825,58.9519 +1740,0.3,0.33,44.830254,41.177658 +1745,0.17,0.12,43.40892,48.46877 +1750,0.29,0.3,34.68266,38.041492 +1755,0.27,0.24,56.264706,65.90589 +1760,0.12,0.19,59.62831,56.252296 +1765,0.29,0.27,64.377075,61.149017 +1770,0.27,0.19,52.24513,58.853992 +1775,0.22,0.27,66.67127,73.54848 +1780,0.26,0.35,42.752636,40.791466 +1785,0.2,0.21,37.659653,38.19687 +1790,0.29,0.27,29.848877,35.16119 +1795,0.26,0.2,35.954784,45.830883 +1800,0.28,0.29,34.260033,36.313816 +1805,0.25,0.31,51.75043,52.932587 +1810,0.27,0.25,44.56011,46.242817 +1815,0.19,0.21,65.53252,73.201805 +1820,0.28,0.17,47.514614,62.897743 +1825,0.19,0.26,55.774677,60.243664 +1830,0.22,0.16,53.829643,59.165894 +1835,0.2,0.17,42.311188,43.007305 +1840,0.28,0.33,60.929176,51.780106 +1845,0.23,0.17,53.33878,61.940453 +1850,0.23,0.28,44.429222,62.297554 +1855,0.28,0.22,42.460068,37.300755 +1860,0.33,0.27,47.6405,56.70911 +1865,0.31,0.23,40.12429,51.44919 +1870,0.28,0.19,56.484657,45.207027 +1875,0.26,0.2,75.43766,84.05629 +1880,0.16,0.14,48.393658,54.65831 +1885,0.26,0.23,59.933876,58.938637 +1890,0.33,0.28,39.113846,35.89231 +1895,0.28,0.16,33.992416,36.93884 +1900,0.34,0.33,28.070868,36.046425 +1905,0.23,0.14,74.08599,85.07193 +1910,0.15,0.22,60.302143,58.5089 +1915,0.24,0.29,39.133312,35.980682 +1920,0.21,0.18,79.44351,72.85645 +1925,0.23,0.22,37.269115,49.119785 +1930,0.26,0.2,35.22851,37.970215 +1935,0.23,0.19,80.23252,65.3824 +1940,0.14,0.16,54.537655,44.21568 +1945,0.27,0.25,47.231075,48.591446 +1950,0.26,0.26,37.975426,38.30092 +1955,0.29,0.26,66.24424,51.29294 +1960,0.24,0.25,44.715088,50.016388 +1965,0.34,0.32,31.831823,40.595028 +1970,0.18,0.19,48.250137,53.167526 +1975,0.29,0.26,40.67719,49.351616 +1980,0.25,0.21,39.9202,44.853374 +1985,0.2,0.16,47.98292,57.93148 +1990,0.21,0.24,57.74749,48.940308 +1995,0.29,0.22,44.711754,49.701096 +2000,0.35,0.3,35.824085,33.210552 +2005,0.24,0.34,32.465755,35.54955 +2010,0.27,0.25,66.48534,64.30347 +2015,0.15,0.1,58.77944,71.42489 +2020,0.2,0.16,66.77646,58.009457 +2025,0.32,0.28,37.073223,45.536243 +2030,0.2,0.22,55.91431,54.088497 +2035,0.23,0.19,53.94609,53.099533 +2040,0.19,0.24,56.693737,48.375122 +2045,0.23,0.17,47.682384,51.66271 +2050,0.29,0.29,46.408634,50.468178 +2055,0.26,0.27,48.017616,45.795 +2060,0.31,0.21,43.772896,56.399693 +2065,0.27,0.28,35.28272,29.861061 +2070,0.22,0.34,54.305733,42.964245 +2075,0.23,0.28,68.879,74.21539 +2080,0.25,0.26,38.729298,36.584106 +2085,0.37,0.28,30.315754,31.651882 +2090,0.29,0.29,52.81926,47.64239 +2095,0.25,0.17,62.88088,69.26881 +2100,0.27,0.29,49.125084,46.949764 +2105,0.19,0.27,44.164726,38.764095 +2110,0.21,0.22,39.956722,56.459007 +2115,0.22,0.22,59.481075,53.099537 +2120,0.2,0.17,48.943005,48.49869 +2125,0.28,0.27,33.839584,36.819767 +2130,0.22,0.21,58.002575,52.684452 +2135,0.26,0.24,74.24685,78.01141 +2140,0.2,0.23,64.9017,47.883175 +2145,0.24,0.17,39.4796,52.151 +2150,0.29,0.26,63.989227,52.37279 +2155,0.26,0.18,48.41726,68.84193 +2160,0.31,0.28,27.278889,33.1924 +2165,0.27,0.33,37.29867,32.96162 +2170,0.2,0.19,44.739944,43.694244 +2175,0.24,0.26,43.378883,46.081127 +2180,0.32,0.26,34.40007,37.857452 +2185,0.22,0.22,55.53723,67.690704 +2190,0.28,0.25,55.036446,53.53429 +2195,0.23,0.24,65.58404,77.915436 +2200,0.26,0.18,51.143036,61.079742 +2205,0.2,0.19,39.10695,38.622448 +2210,0.25,0.24,38.21167,51.14313 +2215,0.24,0.3,46.98192,44.355553 +2220,0.19,0.2,49.398563,44.378197 +2225,0.19,0.21,60.482662,64.86969 +2230,0.31,0.21,29.321148,31.124783 +2235,0.18,0.16,51.039806,50.018566 +2240,0.32,0.23,51.719547,59.50658 +2245,0.29,0.23,39.05919,39.29517 +2250,0.31,0.33,28.188728,27.748335 +2255,0.19,0.18,47.231064,43.706387 +2260,0.26,0.19,47.039364,48.44242 +2265,0.24,0.19,47.471333,60.737846 +2270,0.23,0.15,53.360157,59.88473 +2275,0.25,0.25,34.88403,40.426975 +2280,0.21,0.19,71.71082,77.783844 +2285,0.21,0.2,61.10238,70.07334 +2290,0.19,0.25,63.852837,48.28053 +2295,0.23,0.17,70.9049,68.87794 +2300,0.27,0.26,53.43675,39.69263 +2305,0.32,0.25,43.863827,44.832767 +2310,0.32,0.19,39.459408,50.881107 +2315,0.17,0.19,42.236034,38.4254 +2320,0.24,0.2,54.196957,48.01556 +2325,0.2,0.24,42.013145,48.081356 +2330,0.27,0.3,30.515947,31.271852 +2335,0.33,0.29,54.494064,65.34829 +2340,0.2,0.22,56.265728,68.59169 +2345,0.25,0.2,34.459713,46.093536 +2350,0.31,0.3,45.595093,46.84033 +2355,0.25,0.25,33.876785,36.476166 +2360,0.28,0.26,42.240726,44.445023 +2365,0.29,0.27,29.521574,32.3956 +2370,0.28,0.27,63.769962,68.51249 +2375,0.27,0.16,58.304935,72.88289 +2380,0.12,0.17,74.356415,78.19004 +2385,0.24,0.19,59.0226,66.379684 +2390,0.26,0.25,59.815216,54.645008 +2395,0.23,0.25,56.44951,63.59222 +2400,0.36,0.32,47.34565,34.66208 +2405,0.19,0.21,68.23764,65.728424 +2410,0.18,0.23,39.92125,38.231915 +2415,0.26,0.33,52.904472,53.019413 +2420,0.28,0.26,45.88755,37.318077 +2425,0.34,0.31,18.433664,23.75956 +2430,0.35,0.28,24.623663,28.842663 +2435,0.17,0.12,66.308044,88.89931 +2440,0.21,0.19,47.635654,56.472733 +2445,0.33,0.19,38.717655,52.046738 +2450,0.26,0.27,37.96395,42.354427 +2455,0.24,0.29,44.731327,57.228806 +2460,0.24,0.26,47.880146,47.286373 +2465,0.23,0.3,47.6479,42.263756 +2470,0.21,0.19,63.957333,52.49089 +2475,0.29,0.24,28.737514,43.57909 +2480,0.28,0.28,48.893154,46.193348 +2485,0.21,0.2,32.335514,40.63953 +2490,0.18,0.32,49.83352,50.983192 +2495,0.19,0.19,49.823414,48.623325 +2500,0.29,0.28,35.740894,39.685715 +2505,0.24,0.21,53.815956,47.56171 +2510,0.22,0.27,24.648174,26.449465 +2515,0.35,0.36,44.055943,31.086176 +2520,0.18,0.22,74.631256,73.620964 +2525,0.23,0.23,46.314247,43.293 +2530,0.21,0.25,38.498314,35.300884 +2535,0.34,0.23,53.481747,55.490406 +2540,0.32,0.27,43.585255,37.740913 +2545,0.36,0.23,39.520817,57.671177 +2550,0.32,0.29,43.54058,47.534744 +2555,0.28,0.2,49.886765,63.48381 +2560,0.24,0.24,50.082108,56.821407 +2565,0.3,0.29,37.5405,39.791576 +2570,0.29,0.26,38.56725,37.430695 +2575,0.27,0.29,25.765945,28.720871 +2580,0.21,0.29,41.923897,41.26815 +2585,0.22,0.23,35.76493,39.17482 +2590,0.39,0.35,42.037323,43.737236 +2595,0.28,0.27,41.784184,42.992382 +2600,0.39,0.34,45.489815,45.815582 +2605,0.3,0.3,40.41221,38.049717 +2610,0.29,0.31,52.475067,53.280373 +2615,0.25,0.23,56.683273,45.56543 +2620,0.25,0.21,50.036087,42.348316 +2625,0.25,0.25,46.924767,48.885098 +2630,0.3,0.29,44.760376,44.810986 +2635,0.23,0.29,44.317535,60.277817 +2640,0.23,0.39,60.134144,50.553165 +2645,0.17,0.22,59.037285,54.019196 +2650,0.23,0.18,70.03923,62.46298 +2655,0.17,0.18,59.155293,71.87361 +2660,0.15,0.22,78.49094,69.11139 +2665,0.31,0.33,34.753147,33.17042 +2670,0.25,0.18,62.44742,58.54569 +2675,0.25,0.22,35.34786,43.95421 +2680,0.3,0.36,47.338367,45.57847 +2685,0.23,0.23,48.131294,58.519405 +2690,0.3,0.27,40.330925,34.168495 +2695,0.23,0.17,35.90067,43.623886 +2700,0.3,0.28,35.218945,32.95774 +2705,0.19,0.17,31.931868,37.086735 +2710,0.27,0.29,68.86235,55.73227 +2715,0.22,0.29,55.27141,51.382008 +2720,0.21,0.24,48.905148,54.32434 +2725,0.25,0.21,68.00489,68.37621 +2730,0.23,0.25,50.99729,53.918503 +2735,0.24,0.32,52.570663,51.812233 +2740,0.3,0.36,33.335045,33.74432 +2745,0.34,0.16,41.032543,48.327805 +2750,0.23,0.29,28.573162,32.36475 +2755,0.22,0.25,46.276615,44.83242 +2760,0.24,0.26,53.7313,53.864822 +2765,0.18,0.21,50.947197,57.889824 +2770,0.31,0.22,42.877636,49.576015 +2775,0.25,0.25,72.48056,73.062836 +2780,0.29,0.31,37.201786,46.016434 +2785,0.28,0.3,58.74957,69.860954 +2790,0.23,0.32,44.524193,45.892563 +2795,0.3,0.15,57.0462,56.95086 +2800,0.31,0.29,37.92687,36.095093 +2805,0.3,0.25,54.402477,65.25125 +2810,0.12,0.13,58.78396,68.3478 +2815,0.22,0.19,61.983837,65.270905 +2820,0.32,0.17,51.947975,58.68192 +2825,0.21,0.22,51.240246,58.946114 +2830,0.23,0.24,74.31587,69.56288 +2835,0.22,0.22,36.879593,38.6673 +2840,0.27,0.26,34.876797,33.743282 +2845,0.29,0.22,39.844498,48.863266 +2850,0.24,0.29,49.730137,43.42625 +2855,0.27,0.17,53.956776,54.280743 +2860,0.3,0.21,37.296173,36.46604 +2865,0.28,0.24,38.328705,47.202904 +2870,0.28,0.22,47.70399,46.115494 +2875,0.3,0.24,54.168404,55.934135 +2880,0.13,0.14,68.58248,82.88995 +2885,0.34,0.28,36.234726,50.724552 +2890,0.26,0.25,48.88163,51.19304 +2895,0.31,0.21,34.571743,34.29829 +2900,0.22,0.31,56.305386,58.52513 +2905,0.2,0.23,50.201576,52.01166 +2910,0.21,0.24,66.496,70.108734 +2915,0.22,0.25,37.839798,38.095364 +2920,0.28,0.2,29.442924,36.576065 +2925,0.26,0.25,36.490414,44.824783 +2930,0.33,0.25,39.685196,41.05199 +2935,0.31,0.29,36.088924,40.941956 +2940,0.24,0.26,49.099068,41.29252 +2945,0.28,0.25,46.557175,45.331497 +2950,0.26,0.26,43.737938,43.829945 +2955,0.29,0.22,40.62803,43.35972 +2960,0.33,0.32,45.73572,46.403755 +2965,0.21,0.34,41.430088,32.627197 +2970,0.18,0.22,63.009754,63.171024 +2975,0.19,0.17,59.781895,64.81073 +2980,0.32,0.33,44.724625,47.50366 +2985,0.31,0.23,53.459198,55.359097 +2990,0.29,0.24,28.71212,32.92848 +2995,0.26,0.21,52.295776,49.310055 +3000,0.33,0.28,45.74635,45.773495 +3005,0.35,0.3,32.337765,41.437428 +3010,0.35,0.24,34.477886,44.078197 +3015,0.32,0.21,62.22704,76.53135 +3020,0.19,0.24,31.400372,31.326832 +3025,0.26,0.23,50.78538,48.000908 +3030,0.27,0.25,41.023018,41.850655 +3035,0.36,0.25,28.505634,36.771347 +3040,0.31,0.31,23.213161,31.769403 +3045,0.27,0.21,76.93479,76.604836 +3050,0.31,0.32,40.623577,36.260616 +3055,0.19,0.22,45.651737,54.655655 +3060,0.27,0.21,56.25227,61.449753 +3065,0.31,0.23,45.748104,49.781937 +3070,0.19,0.21,49.492977,49.94523 +3075,0.34,0.27,36.073483,38.20993 +3080,0.36,0.37,32.971684,42.949093 +3085,0.27,0.2,37.204056,36.70529 +3090,0.3,0.24,43.82126,48.95925 +3095,0.21,0.22,55.8204,59.127666 +3100,0.28,0.24,49.94603,50.394127 +3105,0.24,0.21,64.35492,67.9567 +3110,0.18,0.17,58.609196,72.82306 +3115,0.28,0.26,48.376556,47.426414 +3120,0.25,0.24,46.402115,44.42214 +3125,0.21,0.19,46.161808,51.904354 +3130,0.28,0.24,26.079714,24.099054 +3135,0.24,0.16,59.19897,78.37888 +3140,0.25,0.21,65.049324,62.862038 +3145,0.14,0.13,56.482033,67.79821 +3150,0.26,0.26,54.521027,62.455635 +3155,0.28,0.25,47.741074,48.03972 +3160,0.26,0.21,49.258392,43.54402 +3165,0.23,0.27,51.06212,47.223984 +3170,0.3,0.19,41.15679,47.47698 +3175,0.22,0.18,60.00454,64.186165 +3180,0.3,0.26,52.004673,43.02406 +3185,0.23,0.21,39.153946,38.998302 +3190,0.26,0.24,59.033356,46.66296 +3195,0.34,0.18,60.037872,84.606155 +3200,0.21,0.28,59.684692,58.726196 +3205,0.31,0.26,62.731323,57.77814 +3210,0.18,0.27,54.99796,51.65818 +3215,0.22,0.18,47.6649,42.776367 +3220,0.31,0.19,43.635624,39.036915 +3225,0.23,0.24,58.341866,64.24406 +3230,0.16,0.17,42.424503,40.12504 +3235,0.25,0.27,29.134188,31.513117 +3240,0.17,0.27,66.66628,56.00277 +3245,0.46,0.22,38.102062,38.982765 +3250,0.3,0.31,30.629133,40.230576 +3255,0.28,0.31,38.780075,39.61387 +3260,0.37,0.23,35.46048,40.35736 +3265,0.28,0.32,25.442028,19.296324 +3270,0.3,0.25,52.062027,62.215347 +3275,0.28,0.29,45.630875,41.084225 +3280,0.2,0.27,45.306778,37.791264 +3285,0.21,0.31,47.228745,53.57617 +3290,0.24,0.22,38.648712,39.97717 +3295,0.23,0.22,56.019947,58.5173 +3300,0.4,0.3,30.20965,31.213894 +3305,0.27,0.34,54.28036,28.181541 +3310,0.16,0.23,44.0651,41.16563 +3315,0.23,0.35,44.156265,40.566208 +3320,0.24,0.21,41.804195,41.77196 +3325,0.25,0.22,42.83355,52.493187 +3330,0.15,0.13,65.70053,84.05434 +3335,0.25,0.19,49.787174,58.044746 +3340,0.26,0.2,55.49067,60.641552 +3345,0.3,0.15,44.15518,54.322662 +3350,0.17,0.23,64.49283,58.859703 +3355,0.25,0.25,42.978405,45.24152 +3360,0.23,0.27,43.610893,49.268917 +3365,0.29,0.36,48.35751,46.340946 +3370,0.26,0.2,42.210495,43.377186 +3375,0.22,0.22,59.43549,69.17668 +3380,0.25,0.21,37.188652,40.42965 +3385,0.21,0.28,36.92656,36.537952 +3390,0.23,0.3,38.2987,33.343185 +3395,0.25,0.25,45.623325,46.872574 +3400,0.29,0.24,37.881844,44.489243 +3405,0.22,0.2,61.035816,50.48373 +3410,0.28,0.2,38.28119,52.597504 +3415,0.24,0.28,38.03523,32.088757 +3420,0.19,0.29,61.448124,48.355118 +3425,0.28,0.29,65.36044,64.33121 +3430,0.27,0.28,44.18295,44.148476 +3435,0.3,0.22,46.414833,53.06057 +3440,0.28,0.25,48.863525,40.72956 +3445,0.18,0.18,55.021515,64.686295 +3450,0.23,0.25,27.12235,24.89063 +3455,0.31,0.22,28.765417,34.648174 +3460,0.22,0.15,63.715206,58.234547 +3465,0.31,0.22,53.353226,62.547657 +3470,0.32,0.2,26.961647,31.158192 +3475,0.26,0.26,64.04875,77.906815 +3480,0.27,0.24,29.000818,30.646748 +3485,0.2,0.17,72.1414,64.334045 +3490,0.25,0.31,28.88428,25.704824 +3495,0.31,0.16,33.154694,42.88065 +3500,0.35,0.3,61.650024,62.5622 +3505,0.24,0.23,41.216843,37.40262 +3510,0.32,0.25,32.72123,42.99365 +3515,0.34,0.29,30.466045,33.47648 +3520,0.21,0.23,53.906384,63.957867 +3525,0.33,0.29,31.494944,38.65649 +3530,0.31,0.25,29.00348,32.743862 +3535,0.33,0.29,36.348278,43.90068 +3540,0.22,0.29,35.66765,37.378056 +3545,0.17,0.18,54.837383,65.7923 +3550,0.18,0.25,64.90762,62.57544 +3555,0.23,0.21,62.278534,66.15585 +3560,0.24,0.25,43.594837,47.549297 +3565,0.35,0.3,44.673656,51.427567 +3570,0.3,0.23,52.935787,71.250916 +3575,0.29,0.22,39.46251,48.747414 +3580,0.19,0.24,42.97897,55.888306 +3585,0.27,0.28,63.17888,72.41145 +3590,0.33,0.27,22.169937,24.711737 +3595,0.3,0.19,43.57371,46.983727 +3600,0.2,0.26,30.25213,31.877314 +3605,0.26,0.26,42.876434,41.2469 +3610,0.19,0.21,43.05828,43.724693 +3615,0.17,0.18,44.076176,47.163754 +3620,0.23,0.24,32.637836,39.955685 +3625,0.14,0.24,51.389236,47.971104 +3630,0.27,0.2,60.791904,55.799206 +3635,0.2,0.16,44.1867,47.48294 +3640,0.27,0.24,40.04041,39.761463 +3645,0.24,0.17,68.09068,84.78305 +3650,0.21,0.27,53.26769,52.4452 +3655,0.31,0.23,34.83678,39.387707 +3660,0.29,0.26,31.670883,38.215195 +3665,0.23,0.25,42.450146,42.926754 +3670,0.49,0.35,30.132141,34.719593 +3675,0.32,0.29,24.361448,30.691553 +3680,0.22,0.18,48.815723,51.522877 +3685,0.18,0.21,54.487537,62.80442 +3690,0.23,0.26,50.1484,46.94251 +3695,0.42,0.18,24.973906,36.463238 +3700,0.3,0.26,34.495667,28.966518 +3705,0.3,0.33,57.79108,44.4439 +3710,0.33,0.24,25.472723,35.546494 +3715,0.29,0.26,34.814606,36.01549 +3720,0.35,0.29,49.807842,70.01994 +3725,0.18,0.21,60.94742,45.584415 +3730,0.31,0.28,41.828423,42.263474 +3735,0.21,0.22,49.929897,37.677227 +3740,0.21,0.19,45.14214,38.21245 +3745,0.24,0.24,66.76006,73.58183 +3750,0.39,0.35,39.17092,40.09475 +3755,0.36,0.22,29.23893,37.80547 +3760,0.27,0.24,53.85164,57.29231 +3765,0.34,0.3,56.80455,59.63114 +3770,0.29,0.26,44.73254,44.136284 +3775,0.29,0.24,49.400673,51.895298 +3780,0.15,0.18,52.584854,52.78187 +3785,0.32,0.26,39.616367,60.91134 +3790,0.15,0.22,77.465744,78.09401 +3795,0.18,0.16,55.96887,63.317596 +3800,0.3,0.3,56.234947,66.22139 +3805,0.27,0.26,38.48971,59.48977 +3810,0.28,0.21,41.47125,43.501465 +3815,0.26,0.24,46.164516,49.072315 +3820,0.18,0.2,50.76641,52.729202 +3825,0.3,0.24,27.322443,34.50548 +3830,0.15,0.2,40.042065,39.507885 +3835,0.25,0.21,30.032785,29.8698 +3840,0.18,0.28,71.41308,60.764816 +3845,0.34,0.22,22.623692,32.152866 +3850,0.32,0.22,34.332455,35.45955 +3855,0.27,0.24,45.80905,41.746235 +3860,0.23,0.21,46.1141,53.57797 +3865,0.36,0.31,34.3889,31.988419 +3870,0.21,0.22,84.21545,89.446754 +3875,0.15,0.18,53.466774,56.143394 +3880,0.22,0.21,59.575157,54.72615 +3885,0.19,0.12,72.3426,65.43833 +3890,0.32,0.37,42.02626,46.521 +3895,0.32,0.25,24.952438,27.006794 +3900,0.27,0.28,46.997417,43.434048 +3905,0.32,0.24,29.361506,37.814972 +3910,0.31,0.27,45.71389,56.72213 +3915,0.33,0.3,57.10834,48.49077 +3920,0.19,0.24,28.47259,29.896828 +3925,0.29,0.21,38.90174,51.51522 +3930,0.25,0.35,26.863934,30.785107 +3935,0.33,0.24,60.936283,76.374306 +3940,0.19,0.23,62.808014,55.400578 +3945,0.22,0.25,50.19792,52.061127 +3950,0.18,0.26,61.75202,61.04348 +3955,0.28,0.22,54.75619,52.793003 +3960,0.29,0.14,31.697237,42.39458 +3965,0.29,0.23,41.659714,46.313183 +3970,0.21,0.25,60.083492,58.080555 +3975,0.15,0.19,49.087402,55.845757 +3980,0.23,0.23,37.5642,43.094303 +3985,0.3,0.21,36.54274,46.440826 +3990,0.22,0.3,47.76718,43.731876 +3995,0.25,0.21,69.01838,92.79492 +4000,0.33,0.26,59.062836,63.80322 +4005,0.24,0.26,37.824467,43.696655 +4010,0.31,0.25,44.317642,62.11647 +4015,0.28,0.3,56.229916,74.22236 +4020,0.26,0.17,56.600304,56.725548 +4025,0.16,0.22,58.317616,64.30105 +4030,0.21,0.2,33.036835,36.06922 +4035,0.2,0.13,63.95384,71.515366 +4040,0.37,0.27,51.08438,53.05916 +4045,0.15,0.12,59.651455,71.295265 +4050,0.27,0.3,27.76101,28.025076 +4055,0.3,0.27,47.401505,46.33442 +4060,0.25,0.21,50.059155,48.327023 +4065,0.22,0.21,49.06226,57.847748 +4070,0.28,0.24,49.752407,53.132763 +4075,0.22,0.26,44.624855,44.456253 +4080,0.2,0.16,64.25315,64.128685 +4085,0.23,0.2,48.385082,43.89874 +4090,0.22,0.32,45.487186,37.442127 +4095,0.27,0.17,54.7384,51.335976 +4100,0.28,0.2,48.78481,62.18699 +4105,0.26,0.32,59.03709,56.54542 +4110,0.14,0.23,54.796246,49.565044 +4115,0.15,0.16,68.21481,80.10556 +4120,0.27,0.2,37.743717,44.349506 +4125,0.25,0.21,42.402367,41.93782 +4130,0.18,0.24,48.166973,45.193024 +4135,0.29,0.25,39.221596,47.596294 +4140,0.13,0.23,79.215935,86.5469 +4145,0.29,0.18,65.925095,69.36419 +4150,0.33,0.33,25.751015,21.31645 +4155,0.27,0.25,31.626808,34.23389 +4160,0.28,0.14,34.068584,44.309654 +4165,0.31,0.28,30.756498,25.16668 +4170,0.27,0.22,44.607666,57.590034 +4175,0.17,0.24,62.805477,63.350136 +4180,0.23,0.24,61.398785,58.78289 +4185,0.22,0.24,62.905075,70.42543 +4190,0.15,0.21,49.123302,40.19181 +4195,0.19,0.17,54.6398,56.459732 +4200,0.32,0.24,36.90611,35.991554 +4205,0.26,0.23,40.29485,39.73501 +4210,0.23,0.21,26.575373,33.930603 +4215,0.31,0.24,35.55233,44.106968 +4220,0.29,0.13,42.83838,51.303818 +4225,0.31,0.24,40.59317,45.91543 +4230,0.22,0.2,40.142635,46.637714 +4235,0.3,0.2,31.427069,46.576206 +4240,0.23,0.29,58.02687,50.511852 +4245,0.31,0.2,47.625423,58.071064 +4250,0.3,0.22,23.267029,26.849041 +4255,0.25,0.31,41.804947,33.826122 +4260,0.24,0.24,48.726723,53.91092 +4265,0.33,0.3,38.67092,38.61271 +4270,0.3,0.29,44.701992,43.312325 +4275,0.27,0.21,51.517838,58.28298 +4280,0.22,0.14,69.38096,66.10768 +4285,0.24,0.19,57.236237,60.174854 +4290,0.22,0.3,32.13645,29.724058 +4295,0.28,0.22,43.72089,48.145615 +4300,0.29,0.24,28.004341,29.094658 +4305,0.28,0.28,36.082855,36.83657 +4310,0.22,0.26,37.51712,36.10944 +4315,0.3,0.27,28.304565,32.53218 +4320,0.19,0.23,58.583336,51.79314 +4325,0.22,0.22,42.145252,40.209095 +4330,0.32,0.29,28.795622,30.06214 +4335,0.31,0.24,45.318184,55.276417 +4340,0.32,0.35,19.08244,20.888288 +4345,0.2,0.16,40.010555,48.214096 +4350,0.25,0.19,57.560028,62.504704 +4355,0.39,0.27,37.376205,39.32247 +4360,0.3,0.21,56.926903,47.052162 +4365,0.28,0.27,52.751076,48.13986 +4370,0.22,0.23,33.32027,37.51734 +4375,0.37,0.26,42.25099,51.228172 +4380,0.26,0.3,36.28832,36.611073 +4385,0.23,0.22,45.896122,53.756035 +4390,0.23,0.24,32.470573,33.93502 +4395,0.22,0.2,66.34746,60.10718 +4400,0.22,0.28,63.012848,45.598858 +4405,0.21,0.22,56.41218,70.66033 +4410,0.26,0.24,39.464516,39.880108 +4415,0.29,0.35,31.061523,28.136772 +4420,0.17,0.23,58.017235,63.021 +4425,0.2,0.27,46.241356,47.082264 +4430,0.26,0.17,50.62999,58.69565 +4435,0.33,0.2,39.304276,56.44919 +4440,0.27,0.39,56.078564,51.11722 +4445,0.24,0.2,64.19266,67.501114 +4450,0.31,0.31,33.0996,36.150497 +4455,0.23,0.23,41.73383,47.150265 +4460,0.22,0.27,47.07757,58.71585 +4465,0.21,0.2,55.123756,56.35242 +4470,0.2,0.17,63.482025,54.267982 +4475,0.29,0.2,24.615105,25.492046 +4480,0.2,0.27,43.466812,45.91847 +4485,0.32,0.18,39.178455,59.134327 +4490,0.21,0.25,45.762886,52.286144 +4495,0.17,0.14,46.027523,56.4205 +4500,0.19,0.29,51.97915,48.340137 +4505,0.23,0.28,36.3388,31.588041 +4510,0.28,0.25,60.350014,57.8665 +4515,0.29,0.29,46.5078,45.199425 +4520,0.23,0.14,47.90182,55.891525 +4525,0.23,0.19,78.18128,77.35241 +4530,0.23,0.21,73.93347,78.38299 +4535,0.28,0.24,47.04976,59.303032 +4540,0.15,0.15,55.008755,45.190273 +4545,0.17,0.22,76.19474,75.70062 +4550,0.21,0.2,81.266914,59.04079 +4555,0.18,0.28,54.6848,47.17062 +4560,0.23,0.28,62.871605,54.145863 +4565,0.2,0.25,44.060215,45.086548 +4570,0.38,0.26,37.740482,50.836876 +4575,0.24,0.21,39.934383,47.745953 +4580,0.24,0.18,52.687634,52.202194 +4585,0.3,0.28,37.040665,50.08485 +4590,0.2,0.25,56.10728,51.64125 +4595,0.45,0.21,16.952795,25.467693 +4600,0.28,0.25,34.723053,35.84874 +4605,0.25,0.28,58.08412,71.327415 +4610,0.2,0.22,53.403896,55.485714 +4615,0.28,0.26,37.054325,41.02698 +4620,0.35,0.28,44.04045,56.41774 +4625,0.3,0.18,48.56061,55.15457 +4630,0.24,0.26,40.754227,38.87735 +4635,0.21,0.28,54.95281,51.248215 +4640,0.17,0.16,59.21544,55.021797 +4645,0.19,0.19,60.2269,62.6092 +4650,0.39,0.32,25.68973,27.340515 +4655,0.3,0.32,39.601498,46.629673 +4660,0.3,0.25,44.848087,38.707077 +4665,0.29,0.25,31.041418,38.208866 +4670,0.29,0.26,62.719006,47.867096 +4675,0.36,0.28,46.65689,46.62084 +4680,0.28,0.2,56.673546,68.41166 +4685,0.18,0.23,55.05097,46.745758 +4690,0.26,0.32,35.88763,37.78566 +4695,0.19,0.25,35.912018,42.024765 +4700,0.22,0.25,29.70471,32.959255 +4705,0.21,0.2,65.23558,68.619705 +4710,0.23,0.2,59.112865,60.250572 +4715,0.11,0.07,73.65783,80.910126 +4720,0.25,0.25,68.609955,71.902176 +4725,0.23,0.19,50.83404,62.323532 +4730,0.23,0.25,60.18956,57.34039 +4735,0.18,0.16,68.564064,68.89128 +4740,0.23,0.27,62.499096,53.6585 +4745,0.32,0.23,40.32536,50.628086 +4750,0.25,0.24,34.928627,38.553905 +4755,0.29,0.29,35.333004,33.37025 +4760,0.29,0.26,36.94969,35.588863 +4765,0.19,0.21,41.438053,40.614788 +4770,0.22,0.26,49.32539,43.719093 +4775,0.15,0.2,54.33568,59.152794 +4780,0.17,0.27,55.59059,48.10055 +4785,0.29,0.35,47.35041,39.440334 +4790,0.19,0.22,49.590157,46.53502 +4795,0.29,0.22,49.597427,61.91193 +4800,0.2,0.17,56.795616,52.927505 +4805,0.35,0.21,26.582588,30.007359 +4810,0.27,0.31,38.729374,34.06591 +4815,0.27,0.3,48.995155,47.174927 +4820,0.21,0.25,34.271957,31.602184 +4825,0.27,0.24,43.717525,50.89269 +4830,0.18,0.16,39.81841,34.097782 +4835,0.22,0.25,49.806015,52.376427 +4840,0.27,0.3,30.974468,29.17298 +4845,0.26,0.23,28.206327,41.77931 +4850,0.32,0.28,44.093983,47.095142 +4855,0.24,0.29,41.64097,57.983013 +4860,0.33,0.22,32.849083,42.622124 +4865,0.32,0.32,43.577972,35.54631 +4870,0.22,0.15,42.304745,53.183258 +4875,0.21,0.22,25.931307,32.234867 +4880,0.26,0.2,42.55895,46.727394 +4885,0.19,0.21,44.19439,48.67515 +4890,0.26,0.31,47.245277,47.581173 +4895,0.14,0.1,61.56308,65.83488 +4900,0.2,0.23,68.28975,59.84275 +4905,0.18,0.15,58.977955,69.22998 +4910,0.23,0.26,66.85598,73.69857 +4915,0.19,0.23,69.181915,62.80929 +4920,0.25,0.23,39.032997,39.498226 +4925,0.24,0.31,47.42101,62.60477 +4930,0.23,0.3,31.312346,39.942757 +4935,0.31,0.24,43.424053,60.78151 +4940,0.24,0.31,53.80659,47.08667 +4945,0.2,0.16,58.370464,65.88296 +4950,0.21,0.25,59.443207,57.93133 +4955,0.4,0.29,22.563938,25.259588 +4960,0.22,0.25,46.68596,40.56414 +4965,0.19,0.27,47.274105,57.78354 +4970,0.31,0.29,18.300606,21.348127 +4975,0.24,0.2,38.21945,47.641117 +4980,0.28,0.31,33.019432,35.55761 +4985,0.27,0.24,40.266293,53.764637 +4990,0.21,0.27,55.93192,41.559345 +4995,0.23,0.18,65.54038,84.06965 +5000,0.31,0.21,42.97065,52.989155 +5005,0.22,0.15,70.92909,68.65944 +5010,0.2,0.3,41.16773,37.340508 +5015,0.22,0.23,40.302475,42.8826 +5020,0.41,0.32,27.026133,37.66537 +5025,0.29,0.27,59.590523,51.147587 +5030,0.19,0.2,56.670853,56.631935 +5035,0.23,0.3,29.927124,34.829525 +5040,0.15,0.21,86.60944,71.90012 +5045,0.42,0.17,34.025024,47.843063 +5050,0.21,0.24,52.673817,59.03662 +5055,0.31,0.25,48.335938,63.438877 +5060,0.25,0.21,33.954716,38.05112 +5065,0.24,0.26,42.456417,46.809086 +5070,0.3,0.2,45.777084,50.440662 +5075,0.36,0.2,41.12471,58.838768 +5080,0.22,0.28,60.299896,56.945717 +5085,0.16,0.19,72.76776,79.57995 +5090,0.32,0.29,35.063004,40.256504 +5095,0.25,0.2,44.779495,44.48305 +5100,0.22,0.25,44.511295,45.676075 +5105,0.29,0.2,54.543922,52.740746 +5110,0.31,0.25,30.244864,36.292667 +5115,0.26,0.33,42.640152,45.29658 +5120,0.27,0.19,43.26784,53.51752 +5125,0.28,0.28,59.661766,62.06392 +5130,0.29,0.16,35.274975,38.03041 +5135,0.28,0.37,31.92403,34.799812 +5140,0.28,0.28,33.372486,33.55469 +5145,0.25,0.2,25.051014,26.695671 +5150,0.35,0.31,34.61549,38.202087 +5155,0.24,0.25,45.48847,38.23286 +5160,0.24,0.22,39.17474,39.665474 +5165,0.29,0.22,43.349464,58.449753 +5170,0.22,0.27,65.06031,59.817474 +5175,0.3,0.29,30.760338,40.024334 +5180,0.19,0.24,55.08717,56.875423 +5185,0.22,0.27,31.535713,36.0355 +5190,0.22,0.25,70.08171,59.760303 +5195,0.2,0.2,47.457497,51.74981 +5200,0.28,0.25,45.845997,47.085026 +5205,0.2,0.2,36.561203,39.36864 +5210,0.23,0.24,34.258118,33.353004 +5215,0.2,0.34,45.150517,36.294174 +5220,0.22,0.28,41.747753,41.835705 +5225,0.21,0.26,61.19502,53.354977 +5230,0.29,0.23,33.537365,37.637516 +5235,0.34,0.3,51.76817,48.70881 +5240,0.3,0.33,38.663055,38.95763 +5245,0.2,0.22,31.250494,39.0269 +5250,0.32,0.22,45.10432,49.75368 +5255,0.28,0.21,30.145897,36.194897 +5260,0.31,0.32,47.438286,44.619854 +5265,0.3,0.31,28.22944,33.637424 +5270,0.28,0.25,25.052488,30.373257 +5275,0.29,0.27,33.54012,35.14472 +5280,0.29,0.27,49.953945,49.868526 +5285,0.31,0.21,26.90896,45.990414 +5290,0.28,0.29,34.620167,34.119102 +5295,0.13,0.17,70.57401,69.770134 +5300,0.23,0.27,63.262867,60.2727 +5305,0.29,0.2,41.47954,40.150673 +5310,0.27,0.2,30.122524,38.69317 +5315,0.3,0.23,47.48607,45.016388 +5320,0.31,0.3,56.58003,57.201977 +5325,0.15,0.19,51.39999,55.929943 +5330,0.28,0.25,54.18337,64.4035 +5335,0.19,0.16,58.138638,79.25223 +5340,0.21,0.28,48.2823,39.741604 +5345,0.18,0.2,43.382572,64.41248 +5350,0.31,0.27,64.04756,67.19673 +5355,0.29,0.32,37.31913,40.870132 +5360,0.23,0.26,49.504696,40.629345 +5365,0.24,0.27,53.06288,57.839355 +5370,0.21,0.19,41.53303,42.081165 +5375,0.28,0.3,24.158525,24.879004 +5380,0.34,0.26,28.373274,32.041782 +5385,0.29,0.22,30.85565,46.697506 +5390,0.36,0.34,56.138195,63.256527 +5395,0.22,0.19,40.921146,46.84701 +5400,0.2,0.27,46.76167,43.13483 +5405,0.31,0.32,18.594032,19.105938 +5410,0.2,0.25,62.266373,54.001305 +5415,0.19,0.23,76.611496,74.97695 +5420,0.28,0.17,49.66777,66.33675 +5425,0.24,0.17,62.02155,68.36512 +5430,0.21,0.23,41.414043,43.012955 +5435,0.34,0.28,34.54496,45.906883 +5440,0.31,0.23,46.266045,45.88512 +5445,0.24,0.19,56.609043,68.23572 +5450,0.27,0.33,55.8031,56.018387 +5455,0.19,0.23,50.346756,43.8194 +5460,0.24,0.32,47.9183,49.053482 +5465,0.25,0.25,40.28512,42.410145 +5470,0.28,0.22,44.924862,34.421642 +5475,0.28,0.25,47.279285,48.37603 +5480,0.19,0.18,48.42643,44.14922 +5485,0.37,0.25,37.07404,46.01305 +5490,0.19,0.26,44.84806,41.893856 +5495,0.39,0.2,24.810154,27.385565 +5500,0.3,0.27,34.760765,34.866123 +5505,0.32,0.22,46.46964,62.0618 +5510,0.26,0.19,43.256073,46.918716 +5515,0.16,0.19,62.660732,64.91597 +5520,0.14,0.2,66.668686,65.21677 +5525,0.23,0.26,51.53988,36.300102 +5530,0.3,0.26,35.99064,34.72029 +5535,0.25,0.26,58.859142,52.645626 +5540,0.24,0.2,53.18893,46.906303 +5545,0.2,0.22,48.983727,47.788795 +5550,0.3,0.31,45.3437,42.95185 +5555,0.24,0.29,49.602684,40.47967 +5560,0.35,0.29,37.738674,42.364525 +5565,0.28,0.3,56.4909,58.333546 +5570,0.27,0.25,55.35006,37.853992 +5575,0.29,0.2,37.22439,45.7019 +5580,0.14,0.15,76.44313,69.07302 +5585,0.34,0.23,49.05049,65.913635 +5590,0.32,0.26,26.700438,28.670053 +5595,0.41,0.24,30.359076,40.63329 +5600,0.25,0.33,35.00189,39.746082 +5605,0.2,0.29,65.608215,69.309784 +5610,0.33,0.22,51.038715,50.70339 +5615,0.33,0.34,42.466263,43.00461 +5620,0.26,0.25,52.354828,46.200825 +5625,0.27,0.23,42.562977,55.191196 +5630,0.29,0.39,35.14528,31.468555 +5635,0.29,0.31,30.682375,37.518875 +5640,0.3,0.35,40.09487,34.534985 +5645,0.29,0.2,38.945805,38.522896 +5650,0.22,0.27,33.718613,35.75187 +5655,0.19,0.2,61.236847,64.635475 +5660,0.23,0.27,38.170425,43.790085 +5665,0.3,0.37,28.736609,23.282473 +5670,0.2,0.26,45.186554,31.175285 +5675,0.2,0.25,40.911076,43.412178 +5680,0.24,0.35,51.866318,47.85986 +5685,0.25,0.23,43.083935,49.44315 +5690,0.21,0.2,54.868324,64.474686 +5695,0.24,0.26,40.590153,60.847122 +5700,0.22,0.22,46.738724,42.03923 +5705,0.3,0.25,30.7965,40.35726 +5710,0.31,0.31,25.911362,33.072838 +5715,0.25,0.24,69.43353,77.040405 +5720,0.1,0.14,46.97917,37.794933 +5725,0.31,0.26,60.672344,64.96125 +5730,0.27,0.31,39.57393,37.50463 +5735,0.33,0.26,39.110497,46.706696 +5740,0.25,0.32,42.66729,38.08206 +5745,0.37,0.21,50.21303,45.23429 +5750,0.26,0.26,44.803253,45.323154 +5755,0.26,0.21,43.873302,52.421734 +5760,0.3,0.27,27.675337,37.269684 +5765,0.18,0.14,54.52236,70.460915 +5770,0.18,0.2,50.919605,47.573418 +5775,0.14,0.16,69.485245,76.95197 +5780,0.18,0.24,40.774647,41.48301 +5785,0.27,0.17,41.369213,52.131435 +5790,0.27,0.32,40.915268,32.153805 +5795,0.23,0.25,35.00511,34.904377 +5800,0.3,0.27,23.64802,24.610048 +5805,0.34,0.28,31.188074,41.073963 +5810,0.15,0.26,54.191883,46.54866 +5815,0.28,0.23,54.75064,69.15866 +5820,0.34,0.27,38.611095,51.132668 +5825,0.24,0.2,40.07648,47.31157 +5830,0.25,0.25,38.330097,41.37954 +5835,0.3,0.3,24.141724,25.013613 +5840,0.44,0.28,35.129105,43.029617 +5845,0.26,0.18,39.817062,54.157207 +5850,0.18,0.22,40.494568,43.41896 +5855,0.28,0.3,46.378284,52.171036 +5860,0.25,0.32,48.566734,43.421577 +5865,0.23,0.2,51.24185,68.34597 +5870,0.35,0.19,40.05658,46.496075 +5875,0.28,0.19,52.4027,56.67788 +5880,0.23,0.24,49.72961,56.148483 +5885,0.33,0.36,25.600767,26.927837 +5890,0.26,0.23,42.00453,46.620415 +5895,0.25,0.16,49.72621,61.51602 +5900,0.23,0.25,48.045513,54.11557 +5905,0.34,0.26,45.82612,49.951572 +5910,0.28,0.27,21.209509,22.911964 +5915,0.29,0.27,39.598644,46.629745 +5920,0.33,0.18,31.417967,36.567196 +5925,0.26,0.23,49.04663,51.361534 +5930,0.24,0.27,28.462027,32.56862 +5935,0.29,0.26,61.033493,71.25292 +5940,0.17,0.24,45.21525,36.19072 +5945,0.37,0.17,39.04804,49.648438 +5950,0.33,0.31,31.65783,35.69073 +5955,0.31,0.22,75.972755,84.56692 +5960,0.31,0.22,36.970062,44.37957 +5965,0.31,0.31,36.18397,44.281776 +5970,0.25,0.22,48.370655,57.121567 +5975,0.26,0.26,47.20659,49.501774 +5980,0.16,0.26,57.286972,54.534058 +5985,0.18,0.22,52.927723,51.479527 +5990,0.23,0.18,60.700024,64.03034 +5995,0.24,0.23,40.398285,43.64319 +6000,0.23,0.27,53.6664,47.42066 +6005,0.32,0.2,38.79176,45.31654 +6010,0.27,0.26,54.76834,58.6001 +6015,0.3,0.35,53.39821,53.585114 +6020,0.28,0.29,36.4007,29.38643 +6025,0.33,0.31,27.941172,31.511282 +6030,0.18,0.14,59.09387,60.26866 +6035,0.24,0.18,47.894234,61.437366 +6040,0.27,0.22,45.011948,49.09297 +6045,0.27,0.24,35.572437,38.317215 +6050,0.28,0.26,41.18194,47.669243 +6055,0.19,0.17,74.23311,73.29458 +6060,0.31,0.29,34.585278,38.84069 +6065,0.32,0.3,43.87514,52.81854 +6070,0.22,0.18,46.460697,42.419853 +6075,0.25,0.2,36.883373,53.278744 +6080,0.29,0.21,57.136818,56.547863 +6085,0.2,0.18,53.49881,61.128098 +6090,0.22,0.26,42.249542,38.317005 +6095,0.38,0.21,51.2757,53.485443 +6100,0.19,0.23,47.398754,43.602295 +6105,0.32,0.23,21.234392,24.995134 +6110,0.23,0.32,43.662,33.908764 +6115,0.23,0.23,39.853554,42.08554 +6120,0.2,0.28,51.55137,38.087654 +6125,0.3,0.33,43.296276,35.225945 +6130,0.32,0.27,38.263954,39.142033 +6135,0.35,0.31,58.265892,54.698593 +6140,0.19,0.19,53.302677,54.959194 +6145,0.31,0.21,30.601286,44.28087 +6150,0.28,0.2,40.477936,50.470898 +6155,0.26,0.14,56.904613,70.79146 +6160,0.22,0.22,39.660084,49.948223 +6165,0.28,0.22,47.63032,54.03814 +6170,0.3,0.27,33.952866,38.168716 +6175,0.29,0.25,29.57429,35.812748 +6180,0.26,0.29,26.70139,33.757893 +6185,0.35,0.24,38.262043,49.808018 +6190,0.22,0.26,42.063602,31.897455 +6195,0.33,0.26,43.668945,36.359978 +6200,0.22,0.26,52.259567,57.50877 +6205,0.25,0.17,34.69618,39.197052 +6210,0.35,0.23,32.855316,40.462574 +6215,0.29,0.31,41.648876,41.543358 +6220,0.23,0.28,45.213852,43.59861 +6225,0.26,0.25,35.27087,33.814102 +6230,0.28,0.18,59.219204,63.69319 +6235,0.17,0.14,46.27087,66.932014 +6240,0.22,0.26,67.54019,64.956345 +6245,0.25,0.23,30.81126,26.56872 +6250,0.22,0.22,44.961655,46.935375 +6255,0.2,0.18,61.263847,68.37214 +6260,0.21,0.25,49.4928,53.121605 +6265,0.39,0.36,29.997765,43.93893 +6270,0.36,0.23,36.149094,44.644657 +6275,0.16,0.27,59.352528,65.69403 +6280,0.14,0.16,45.178734,48.94981 +6285,0.26,0.2,52.963036,63.62754 +6290,0.15,0.24,53.49151,46.922104 +6295,0.22,0.2,54.301983,66.06315 +6300,0.25,0.28,36.656124,41.54863 +6305,0.25,0.31,38.40854,36.384445 +6310,0.2,0.24,52.216537,47.62744 +6315,0.31,0.37,42.377525,42.27276 +6320,0.33,0.35,25.551165,26.3433 +6325,0.21,0.25,41.56182,44.881626 +6330,0.27,0.22,73.31293,70.551544 +6335,0.29,0.2,39.25209,48.44771 +6340,0.22,0.38,37.07994,28.418798 +6345,0.36,0.2,51.554047,51.977463 +6350,0.29,0.25,46.860546,55.960434 +6355,0.19,0.25,55.423172,53.94669 +6360,0.23,0.27,40.876904,43.46177 +6365,0.11,0.18,54.06053,49.61133 +6370,0.45,0.35,23.116596,22.036684 +6375,0.27,0.24,55.606667,50.59501 +6380,0.25,0.19,43.12678,51.395176 +6385,0.32,0.28,34.91307,45.314598 +6390,0.22,0.22,45.221786,39.10041 +6395,0.4,0.19,37.29354,36.408573 +6400,0.3,0.32,31.344202,27.293884 +6405,0.29,0.26,29.251442,33.095596 +6410,0.19,0.19,42.287918,47.89033 +6415,0.25,0.32,35.926067,34.921005 +6420,0.33,0.24,47.957565,54.04981 +6425,0.3,0.24,44.331978,59.909134 +6430,0.21,0.24,49.83074,44.988625 +6435,0.24,0.24,48.02778,50.122623 +6440,0.22,0.16,58.6358,64.33471 +6445,0.29,0.2,58.955902,62.16005 +6450,0.24,0.25,34.10006,33.64359 +6455,0.33,0.3,20.069164,24.784676 +6460,0.24,0.22,48.838734,44.372257 +6465,0.22,0.22,59.359818,64.22921 +6470,0.28,0.18,39.446796,44.85603 +6475,0.26,0.34,21.582382,22.959724 +6480,0.32,0.26,34.40192,52.462814 +6485,0.24,0.2,30.415161,41.09374 +6490,0.31,0.22,43.219482,45.576736 +6495,0.32,0.18,38.425716,52.72294 +6500,0.34,0.28,44.690098,54.453487 +6505,0.13,0.13,56.792305,59.839703 +6510,0.21,0.28,57.39284,59.014816 +6515,0.26,0.31,58.306522,58.75726 +6520,0.24,0.3,47.000835,32.429756 +6525,0.33,0.19,45.634777,62.668514 +6530,0.28,0.26,55.28704,54.183876 +6535,0.25,0.2,40.886547,44.14436 +6540,0.26,0.3,34.819366,30.94997 +6545,0.36,0.28,31.960655,27.74019 +6550,0.34,0.27,42.83065,44.898495 +6555,0.38,0.34,24.911648,43.56527 +6560,0.19,0.26,28.653227,30.534988 +6565,0.24,0.22,50.420254,53.579044 +6570,0.21,0.2,77.294754,62.27881 +6575,0.24,0.3,66.56376,62.744747 +6580,0.24,0.19,47.983036,44.874393 +6585,0.34,0.27,72.442795,69.79517 +6590,0.31,0.19,33.303783,32.98237 +6595,0.31,0.22,38.76234,47.135914 +6600,0.28,0.24,45.079124,54.739105 +6605,0.34,0.25,28.953154,36.2219 +6610,0.2,0.16,34.234806,47.566635 +6615,0.33,0.26,59.73018,72.61976 +6620,0.3,0.19,41.972534,50.021763 +6625,0.18,0.23,53.703842,58.881138 +6630,0.33,0.27,32.614307,32.786537 +6635,0.18,0.19,55.8307,54.07893 +6640,0.29,0.27,71.023186,55.392704 +6645,0.28,0.24,43.804092,38.531628 +6650,0.33,0.24,61.761074,66.52157 +6655,0.27,0.28,41.53432,48.243496 +6660,0.3,0.27,29.621843,36.30172 +6665,0.38,0.37,33.72723,26.47732 +6670,0.27,0.24,36.59107,43.215904 +6675,0.22,0.27,36.111305,38.348732 +6680,0.29,0.25,31.33592,33.89375 +6685,0.16,0.17,40.20985,39.383667 +6690,0.3,0.35,54.46045,55.153656 +6695,0.26,0.24,31.498297,35.1257 +6700,0.26,0.28,37.521637,38.342896 +6705,0.23,0.2,44.066727,48.15281 +6710,0.17,0.17,61.84359,59.593224 +6715,0.26,0.21,42.220352,52.979305 +6720,0.33,0.28,28.439966,35.422653 +6725,0.25,0.23,47.152725,57.5404 +6730,0.27,0.29,43.8207,46.903553 +6735,0.28,0.22,35.000713,55.720505 +6740,0.34,0.29,34.232075,33.355507 +6745,0.3,0.23,16.677938,23.01339 +6750,0.28,0.27,33.257553,41.071068 +6755,0.29,0.27,35.52396,38.187557 +6760,0.19,0.24,63.197704,67.3578 +6765,0.18,0.22,59.738514,67.45252 +6770,0.26,0.23,27.21595,32.55076 +6775,0.3,0.25,52.492012,59.778584 +6780,0.17,0.17,76.21817,78.6915 +6785,0.17,0.2,59.807983,60.89037 +6790,0.28,0.24,43.3273,37.449535 +6795,0.25,0.12,67.89329,86.588196 +6800,0.27,0.22,54.46518,61.496796 +6805,0.27,0.31,38.55924,40.40864 +6810,0.28,0.22,27.675581,36.0712 +6815,0.2,0.23,38.787582,38.533627 +6820,0.22,0.24,48.440567,37.450504 +6825,0.27,0.24,52.276535,49.88748 +6830,0.25,0.24,41.53933,44.101547 +6835,0.28,0.24,40.161285,46.996883 +6840,0.14,0.22,59.319656,59.958878 +6845,0.39,0.15,33.025906,44.805386 +6850,0.3,0.31,38.72001,36.358658 +6855,0.27,0.25,40.687572,50.298725 +6860,0.26,0.25,41.358784,55.009697 +6865,0.34,0.37,23.521753,22.188755 +6870,0.22,0.19,54.850765,69.672386 +6875,0.21,0.25,56.757133,58.791615 +6880,0.23,0.24,63.344173,64.82465 +6885,0.23,0.18,55.35796,57.24481 +6890,0.33,0.31,44.022377,47.951138 +6895,0.25,0.17,47.549,54.099728 +6900,0.27,0.26,46.49626,50.19061 +6905,0.26,0.32,51.463734,48.42468 +6910,0.21,0.22,53.336372,53.49977 +6915,0.27,0.3,34.316696,46.199913 +6920,0.3,0.28,39.739716,44.27769 +6925,0.29,0.32,53.900875,49.092167 +6930,0.29,0.24,35.52175,32.892273 +6935,0.21,0.24,46.508026,48.896572 +6940,0.27,0.35,58.269253,41.3554 +6945,0.29,0.21,34.234413,42.034836 +6950,0.32,0.34,45.583946,47.049213 +6955,0.21,0.22,49.385494,51.25771 +6960,0.3,0.25,34.82949,31.094526 +6965,0.28,0.17,32.676384,43.095985 +6970,0.2,0.18,58.904766,58.52297 +6975,0.31,0.2,30.846357,48.18157 +6980,0.23,0.24,45.99529,44.92931 +6985,0.17,0.17,55.46889,65.41133 +6990,0.23,0.31,41.72247,37.734653 +6995,0.32,0.28,27.326767,32.231174 +7000,0.2,0.23,32.08386,32.92029 +7005,0.33,0.29,47.111572,42.58126 +7010,0.28,0.29,52.68549,63.849606 +7015,0.2,0.3,44.09227,31.071674 +7020,0.19,0.21,46.525524,44.763012 +7025,0.3,0.25,33.3497,38.85436 +7030,0.2,0.28,40.394814,39.429413 +7035,0.31,0.29,71.41336,66.18519 +7040,0.27,0.26,41.153027,44.615395 +7045,0.26,0.24,38.766605,57.007133 +7050,0.4,0.24,25.046776,38.437565 +7055,0.36,0.29,26.182549,38.029606 +7060,0.23,0.21,37.014534,47.86943 +7065,0.31,0.34,33.11634,37.39513 +7070,0.4,0.36,17.680872,22.757769 +7075,0.27,0.29,25.097906,33.522625 +7080,0.31,0.26,45.491257,45.294952 +7085,0.2,0.26,37.54714,42.657516 +7090,0.35,0.33,29.185036,33.682217 +7095,0.16,0.17,37.040813,41.6582 +7100,0.31,0.27,45.877075,50.391495 +7105,0.19,0.2,74.81099,81.8441 +7110,0.31,0.19,46.446102,57.88709 +7115,0.36,0.37,41.32762,39.605633 +7120,0.09,0.14,71.84762,66.8601 +7125,0.37,0.3,34.89375,39.556488 +7130,0.33,0.3,24.646414,25.587507 +7135,0.23,0.28,39.811466,36.199356 +7140,0.27,0.29,59.098392,60.536366 +7145,0.21,0.24,36.264088,39.14715 +7150,0.27,0.28,56.114456,48.93213 +7155,0.26,0.29,32.027172,27.79824 +7160,0.23,0.22,55.289948,65.53981 +7165,0.34,0.28,50.718075,48.337852 +7170,0.31,0.23,42.453682,51.490948 +7175,0.23,0.29,32.797333,34.672142 +7180,0.22,0.3,40.833042,39.165234 +7185,0.4,0.22,35.015,39.009792 +7190,0.36,0.29,33.811745,36.30863 +7195,0.25,0.2,44.92772,42.361416 +7200,0.24,0.25,38.15111,39.41574 +7205,0.31,0.25,32.72368,39.879 +7210,0.27,0.28,47.306602,44.417763 +7215,0.22,0.31,48.597225,58.453632 +7220,0.28,0.25,52.051613,62.10548 +7225,0.28,0.24,45.145576,52.798897 +7230,0.21,0.18,75.50437,74.00709 +7235,0.24,0.2,52.41567,47.21106 +7240,0.19,0.24,49.475555,41.203514 +7245,0.28,0.25,32.4757,36.823093 +7250,0.26,0.27,29.797619,35.17141 +7255,0.22,0.23,42.82103,42.419605 +7260,0.18,0.24,59.419113,53.77964 +7265,0.21,0.26,31.564646,31.886269 +7270,0.46,0.31,16.292337,18.839659 +7275,0.26,0.21,54.52832,60.308228 +7280,0.26,0.26,37.346813,42.51496 +7285,0.25,0.24,51.258167,60.10517 +7290,0.2,0.18,39.115246,44.809624 +7295,0.41,0.25,32.823837,39.241604 +7300,0.22,0.2,33.925426,44.976078 +7305,0.26,0.16,44.15646,47.435757 +7310,0.22,0.23,38.242813,42.20217 +7315,0.23,0.3,28.198769,32.335033 +7320,0.15,0.24,66.06888,52.101112 +7325,0.17,0.18,44.96042,58.930714 +7330,0.17,0.17,53.978848,49.66931 +7335,0.24,0.21,46.35388,47.390625 +7340,0.17,0.23,44.742477,41.254032 +7345,0.26,0.26,45.705357,47.162888 +7350,0.39,0.28,29.38366,31.13581 +7355,0.27,0.25,55.70603,46.13583 +7360,0.24,0.28,44.882744,50.798615 +7365,0.31,0.21,42.06663,58.03478 +7370,0.33,0.18,40.34453,42.243275 +7375,0.31,0.34,23.1481,28.93878 +7380,0.32,0.17,41.182716,44.171844 +7385,0.29,0.31,35.80952,40.79335 +7390,0.27,0.22,51.35834,42.15797 +7395,0.29,0.2,41.467197,43.41671 +7400,0.34,0.25,32.449894,38.50448 +7405,0.23,0.21,46.29646,49.39139 +7410,0.29,0.23,43.110737,45.626698 +7415,0.24,0.25,48.991955,43.67602 +7420,0.24,0.27,54.072643,43.456383 +7425,0.33,0.29,43.913643,57.406116 +7430,0.33,0.21,38.774605,43.162277 +7435,0.26,0.23,27.723333,28.892036 +7440,0.24,0.3,46.322105,37.431366 +7445,0.39,0.22,39.707832,48.959854 +7450,0.25,0.27,35.580482,39.096058 +7455,0.27,0.27,39.83233,47.107388 +7460,0.22,0.23,40.21199,35.000996 +7465,0.31,0.33,28.73147,24.051104 +7470,0.18,0.21,47.108883,58.07888 +7475,0.29,0.22,63.594933,62.405384 +7480,0.25,0.32,50.005337,52.126904 +7485,0.27,0.25,50.101475,45.03115 +7490,0.28,0.22,45.82542,49.252804 +7495,0.28,0.21,50.489777,71.90535 +7500,0.23,0.25,47.561245,47.612984 +7505,0.21,0.19,44.88178,54.72456 +7510,0.27,0.18,46.554825,65.58587 +7515,0.26,0.35,50.971798,50.827614 +7520,0.22,0.21,40.183285,44.681484 +7525,0.27,0.19,47.814133,62.336914 +7530,0.29,0.27,37.59551,38.04915 +7535,0.36,0.35,23.535992,35.143932 +7540,0.31,0.37,51.79668,43.490498 +7545,0.25,0.2,61.5562,65.73538 +7550,0.27,0.29,31.76139,36.898197 +7555,0.21,0.22,70.50049,81.0155 +7560,0.27,0.15,32.48563,40.86243 +7565,0.32,0.26,30.808172,35.30564 +7570,0.25,0.19,72.33821,75.69319 +7575,0.25,0.25,44.928543,50.521935 +7580,0.27,0.21,64.48022,75.6084 +7585,0.23,0.15,60.129837,72.762726 +7590,0.25,0.33,41.148903,35.38068 +7595,0.28,0.24,58.58635,53.94953 +7600,0.22,0.18,62.73962,53.60112 +7605,0.24,0.19,37.28476,50.66338 +7610,0.22,0.19,53.44977,66.078064 +7615,0.31,0.28,48.40527,52.48514 +7620,0.22,0.15,40.18021,46.453876 +7625,0.23,0.17,54.182606,57.284443 +7630,0.13,0.19,56.339825,50.67976 +7635,0.29,0.24,50.216938,54.06996 +7640,0.35,0.37,61.05509,60.538246 +7645,0.26,0.13,35.81036,45.550854 +7650,0.28,0.26,39.689552,46.661953 +7655,0.3,0.28,30.716724,33.633324 +7660,0.26,0.3,50.55016,47.757565 +7665,0.22,0.24,65.06816,82.706505 +7670,0.34,0.38,23.810715,25.192102 +7675,0.33,0.28,41.6664,40.49487 +7680,0.19,0.21,59.82485,62.12708 +7685,0.25,0.19,83.40341,98.313835 +7690,0.26,0.35,46.54548,43.939632 +7695,0.3,0.21,34.758533,41.563263 +7700,0.27,0.24,35.07676,36.59517 +7705,0.38,0.22,33.01727,37.1274 +7710,0.22,0.27,38.079823,41.971855 +7715,0.35,0.25,33.21866,41.223476 +7720,0.45,0.28,32.657497,43.58037 +7725,0.27,0.27,55.448418,57.575336 +7730,0.16,0.15,62.018536,65.76807 +7735,0.34,0.26,42.814247,52.077774 +7740,0.2,0.25,57.95396,49.822533 +7745,0.35,0.17,48.183784,60.935997 +7750,0.35,0.3,27.945816,28.610855 +7755,0.25,0.28,30.049477,28.094366 +7760,0.29,0.27,37.212032,44.149815 +7765,0.33,0.4,34.640133,25.302984 +7770,0.31,0.2,47.14077,54.022614 +7775,0.26,0.22,58.66042,64.22288 +7780,0.15,0.24,60.248302,53.88102 +7785,0.18,0.21,82.67683,74.69516 +7790,0.31,0.33,31.667513,29.207575 +7795,0.2,0.17,51.002872,50.361645 +7800,0.29,0.3,41.818356,38.29746 +7805,0.28,0.27,51.480106,74.08201 +7810,0.29,0.33,29.716997,27.948755 +7815,0.3,0.34,43.65103,40.008198 +7820,0.19,0.2,43.42758,46.520405 +7825,0.32,0.29,42.27507,48.068726 +7830,0.17,0.14,76.218735,65.96297 +7835,0.19,0.19,68.844734,65.85305 +7840,0.27,0.24,45.145958,43.45978 +7845,0.31,0.24,37.41869,45.32132 +7850,0.28,0.32,36.860603,41.071568 +7855,0.31,0.21,40.571182,48.45245 +7860,0.2,0.22,35.425716,37.577835 +7865,0.31,0.33,37.567116,31.124279 +7870,0.22,0.22,42.168446,42.769962 +7875,0.28,0.25,33.34765,42.397606 +7880,0.18,0.27,48.665245,47.538868 +7885,0.28,0.25,50.382343,75.351425 +7890,0.21,0.4,41.043613,34.055645 +7895,0.3,0.26,34.05451,28.998554 +7900,0.25,0.26,42.33499,48.018997 +7905,0.17,0.25,46.110737,49.8035 +7910,0.3,0.23,32.906612,33.604824 +7915,0.34,0.35,34.839893,34.929634 +7920,0.22,0.2,45.131527,47.7358 +7925,0.17,0.14,48.905785,52.032326 +7930,0.19,0.27,61.089916,55.46102 +7935,0.33,0.25,26.414505,28.762917 +7940,0.28,0.27,25.237524,27.721094 +7945,0.28,0.22,31.327843,30.0099 +7950,0.23,0.26,42.097607,37.025185 +7955,0.32,0.29,25.899426,26.996458 +7960,0.39,0.35,18.280766,17.069752 +7965,0.29,0.25,21.81579,23.215395 +7970,0.31,0.24,34.15854,34.78343 +7975,0.24,0.22,37.06145,41.303665 +7980,0.3,0.31,39.96677,34.598537 +7985,0.26,0.25,54.35327,61.409443 +7990,0.2,0.24,51.57669,41.31137 +7995,0.33,0.29,35.112812,34.852894 +8000,0.3,0.3,44.71699,53.744694 +8005,0.21,0.23,57.30066,46.413486 +8010,0.29,0.22,43.53245,48.508133 +8015,0.26,0.24,46.19264,50.059956 +8020,0.37,0.31,30.492264,45.19544 +8025,0.29,0.22,32.782032,42.583233 +8030,0.26,0.2,43.853493,44.99686 +8035,0.22,0.18,39.450794,53.63795 +8040,0.24,0.26,51.14375,45.45366 +8045,0.19,0.16,51.08208,68.22619 +8050,0.25,0.25,43.528797,52.823456 +8055,0.25,0.24,39.676388,48.713306 +8060,0.16,0.19,56.019287,58.352345 +8065,0.26,0.22,27.023743,41.64581 +8070,0.29,0.18,47.060562,63.533497 +8075,0.2,0.31,40.007015,37.00566 +8080,0.3,0.33,31.90524,32.67101 +8085,0.24,0.22,51.387726,54.156075 +8090,0.24,0.3,45.01404,43.15492 +8095,0.32,0.21,52.400463,65.746346 +8100,0.25,0.25,29.39118,30.004644 +8105,0.28,0.22,45.02232,41.817608 +8110,0.27,0.25,43.11104,50.641792 +8115,0.24,0.29,57.261005,68.55689 +8120,0.25,0.31,46.39671,45.139725 +8125,0.25,0.23,46.82232,49.902065 +8130,0.22,0.18,70.20852,70.419014 +8135,0.21,0.29,39.225903,30.466656 +8140,0.26,0.26,67.120674,63.021294 +8145,0.15,0.16,59.712032,68.561035 +8150,0.23,0.32,41.561886,35.70578 +8155,0.37,0.25,42.745083,46.646984 +8160,0.16,0.24,46.629917,55.68569 +8165,0.26,0.23,39.181705,51.097626 +8170,0.21,0.15,55.96521,50.24599 +8175,0.2,0.27,49.79914,43.26126 +8180,0.18,0.16,59.872494,68.66144 +8185,0.24,0.24,58.26461,64.62213 +8190,0.24,0.26,40.221878,48.29773 +8195,0.37,0.19,33.66718,43.73912 +8200,0.29,0.3,35.56059,34.972668 +8205,0.25,0.26,30.21486,38.055798 +8210,0.21,0.23,49.309948,51.38754 +8215,0.32,0.37,34.782753,38.399487 +8220,0.24,0.2,39.337242,45.932858 +8225,0.22,0.19,47.98171,54.018997 +8230,0.21,0.24,56.57514,49.839928 +8235,0.3,0.26,35.275726,39.892876 +8240,0.4,0.35,23.539692,24.510859 +8245,0.26,0.19,56.457466,62.14342 +8250,0.34,0.25,39.35637,40.65649 +8255,0.27,0.25,62.148354,45.447876 +8260,0.18,0.26,40.956104,46.97456 +8265,0.34,0.26,54.220673,62.955654 +8270,0.27,0.2,52.311413,37.752975 +8275,0.36,0.32,23.94076,30.681042 +8280,0.21,0.23,55.779266,51.643723 +8285,0.34,0.29,35.653152,48.07077 +8290,0.17,0.25,50.361134,43.547993 +8295,0.26,0.18,60.873917,70.06439 +8300,0.32,0.22,39.923275,47.67276 +8305,0.21,0.19,47.405678,62.218384 +8310,0.22,0.25,54.00696,52.819683 +8315,0.28,0.18,33.4443,38.52475 +8320,0.2,0.11,47.423946,57.99445 +8325,0.31,0.2,33.09168,55.997 +8330,0.26,0.23,30.869936,36.957447 +8335,0.28,0.29,45.92003,48.384003 +8340,0.29,0.41,48.52143,44.020397 +8345,0.31,0.23,43.5795,43.299103 +8350,0.23,0.23,33.08946,34.887627 +8355,0.29,0.25,36.21912,32.900536 +8360,0.19,0.25,45.37064,42.619267 +8365,0.25,0.28,35.187378,39.11573 +8370,0.21,0.21,37.18081,40.67895 +8375,0.19,0.23,59.503365,57.77302 +8380,0.4,0.26,25.98922,27.771223 +8385,0.3,0.34,34.85364,32.930435 +8390,0.32,0.34,34.663033,32.352158 +8395,0.37,0.28,30.49851,42.711494 +8400,0.24,0.27,42.888832,37.500526 +8405,0.31,0.24,34.22044,41.607155 +8410,0.33,0.22,35.60311,37.015373 +8415,0.32,0.26,35.506294,38.448273 +8420,0.2,0.23,40.96575,41.37497 +8425,0.26,0.27,43.63812,47.513447 +8430,0.3,0.33,41.231224,44.10027 +8435,0.16,0.26,27.370615,22.607483 +8440,0.21,0.28,24.680212,22.127619 +8445,0.24,0.23,65.64809,51.515167 +8450,0.27,0.27,37.082436,40.969482 +8455,0.28,0.22,53.332264,59.69225 +8460,0.32,0.31,45.465576,42.236187 +8465,0.24,0.27,44.876606,36.81457 +8470,0.24,0.23,60.01208,56.31564 +8475,0.42,0.27,22.183294,26.479788 +8480,0.26,0.24,35.506725,38.1878 +8485,0.2,0.14,46.61377,52.46843 +8490,0.24,0.31,46.666794,48.167656 +8495,0.19,0.22,45.28183,47.75532 +8500,0.31,0.28,48.520615,53.29719 +8505,0.21,0.15,55.13719,64.98826 +8510,0.25,0.15,54.859146,71.25215 +8515,0.24,0.25,62.35122,57.09005 +8520,0.31,0.18,29.57082,34.69896 +8525,0.27,0.31,44.081093,53.937332 +8530,0.26,0.31,31.721836,27.481428 +8535,0.29,0.24,35.407,53.541508 +8540,0.34,0.33,35.225666,36.511063 +8545,0.31,0.22,42.565536,50.59952 +8550,0.29,0.27,50.590164,53.295303 +8555,0.31,0.33,18.915068,23.555517 +8560,0.25,0.28,38.73571,42.172516 +8565,0.26,0.33,45.262318,55.065063 +8570,0.25,0.18,47.6381,55.86217 +8575,0.26,0.22,35.482235,40.450817 +8580,0.25,0.31,53.422787,53.244877 +8585,0.29,0.29,49.16206,66.84315 +8590,0.32,0.34,26.706118,28.259882 +8595,0.29,0.17,43.159615,57.84919 +8600,0.33,0.24,31.781082,37.952168 +8605,0.26,0.32,25.602222,26.943415 +8610,0.3,0.28,35.490616,38.593143 +8615,0.33,0.33,58.58813,54.05591 +8620,0.25,0.15,40.35282,49.948868 +8625,0.23,0.26,54.516445,63.588863 +8630,0.2,0.2,67.349014,69.97915 +8635,0.21,0.29,40.240345,44.911118 +8640,0.17,0.29,71.57578,59.270607 +8645,0.31,0.23,39.12197,47.590973 +8650,0.22,0.26,37.824562,35.88623 +8655,0.37,0.23,30.55084,36.638905 +8660,0.3,0.28,38.58125,38.943325 +8665,0.31,0.28,28.773026,24.926863 +8670,0.29,0.21,27.727089,38.19691 +8675,0.32,0.17,45.443005,57.8611 +8680,0.18,0.2,60.323265,60.17967 +8685,0.21,0.24,50.1043,43.70865 +8690,0.35,0.31,37.12733,41.200924 +8695,0.22,0.19,42.904457,49.265083 +8700,0.2,0.27,74.39114,59.99118 +8705,0.29,0.27,76.67178,72.133156 +8710,0.18,0.25,45.7585,43.372345 +8715,0.34,0.38,53.010143,39.577343 +8720,0.26,0.17,47.673878,53.762936 +8725,0.37,0.31,27.382174,32.30778 +8730,0.27,0.2,37.06074,46.90941 +8735,0.31,0.2,32.820316,45.97995 +8740,0.29,0.33,33.98312,27.860083 +8745,0.42,0.27,24.65359,35.9374 +8750,0.23,0.31,45.914936,38.70844 +8755,0.23,0.21,28.309425,35.04185 +8760,0.25,0.32,61.542526,55.34099 +8765,0.26,0.27,34.077713,43.069435 +8770,0.36,0.24,56.98962,54.80002 +8775,0.35,0.21,28.886547,31.879877 +8780,0.27,0.25,57.09999,57.07981 +8785,0.13,0.14,71.13321,91.03159 +8790,0.23,0.27,54.540142,54.186928 +8795,0.31,0.24,22.480713,23.465273 +8800,0.21,0.29,48.081303,52.170166 +8805,0.29,0.27,30.325039,37.348785 +8810,0.34,0.22,27.299168,40.144276 +8815,0.31,0.28,34.19827,31.25205 +8820,0.24,0.32,54.65112,67.99161 +8825,0.17,0.17,60.733173,64.705505 +8830,0.2,0.17,40.968452,42.031143 +8835,0.29,0.23,45.55582,60.32419 +8840,0.29,0.24,43.02603,41.151333 +8845,0.23,0.19,47.371544,47.995106 +8850,0.25,0.2,47.667885,54.74799 +8855,0.22,0.17,57.743088,69.66539 +8860,0.2,0.19,43.585186,38.798996 +8865,0.34,0.38,22.519472,28.409727 +8870,0.33,0.29,32.72558,35.52865 +8875,0.26,0.27,41.191944,44.36098 +8880,0.18,0.2,45.34504,51.430172 +8885,0.23,0.2,87.68405,100.7429 +8890,0.22,0.26,72.8847,62.501183 +8895,0.25,0.2,52.051357,58.22056 +8900,0.25,0.27,63.382065,51.379433 +8905,0.3,0.22,41.25938,53.600754 +8910,0.26,0.18,42.584354,55.221157 +8915,0.3,0.34,29.541948,25.77551 +8920,0.28,0.27,55.9656,60.139816 +8925,0.24,0.34,43.68909,37.073814 +8930,0.33,0.27,35.502808,41.57465 +8935,0.35,0.28,29.906387,32.093246 +8940,0.32,0.42,41.40471,34.01337 +8945,0.22,0.23,46.873882,55.411285 +8950,0.26,0.25,42.22316,50.308544 +8955,0.31,0.26,27.97776,32.79898 +8960,0.26,0.25,37.229313,38.89058 +8965,0.32,0.33,55.16963,66.8393 +8970,0.23,0.22,41.100906,41.42099 +8975,0.28,0.28,43.561214,49.197777 +8980,0.26,0.29,36.703075,37.992844 +8985,0.25,0.21,31.713757,40.250793 +8990,0.27,0.22,36.379868,37.91367 +8995,0.18,0.19,35.18935,38.205284 +9000,0.27,0.24,31.966265,36.660355 +9005,0.28,0.28,43.86645,41.67264 +9010,0.23,0.29,35.50676,36.34521 +9015,0.21,0.24,53.923256,61.46711 +9020,0.3,0.23,44.498608,45.861053 +9025,0.24,0.21,44.886284,53.90582 +9030,0.21,0.12,81.20168,76.64158 +9035,0.24,0.21,43.81524,51.97744 +9040,0.28,0.29,43.06979,42.21636 +9045,0.27,0.16,50.542946,62.82343 +9050,0.25,0.24,65.575516,69.23029 +9055,0.18,0.26,54.98976,47.203358 +9060,0.23,0.24,36.35101,39.703674 +9065,0.35,0.31,46.761333,48.03312 +9070,0.33,0.22,22.257929,32.48843 +9075,0.24,0.2,51.071514,56.19936 +9080,0.27,0.32,45.209652,43.3222 +9085,0.21,0.26,44.355556,47.121796 +9090,0.28,0.28,54.82941,62.66606 +9095,0.37,0.2,37.542892,47.163746 +9100,0.23,0.24,44.83895,35.287106 +9105,0.33,0.3,46.000347,53.365223 +9110,0.21,0.26,41.859863,47.51208 +9115,0.31,0.27,28.80847,29.822851 +9120,0.35,0.24,43.258446,61.83025 +9125,0.35,0.19,37.502663,45.80137 +9130,0.19,0.19,42.760284,36.276066 +9135,0.21,0.24,50.739693,47.47562 +9140,0.23,0.19,57.947384,60.98256 +9145,0.33,0.17,56.52742,65.70493 +9150,0.28,0.26,56.58255,47.590225 +9155,0.24,0.23,37.103043,48.341694 +9160,0.32,0.26,37.885876,44.798904 +9165,0.22,0.27,44.082867,46.051746 +9170,0.22,0.22,50.872353,56.23324 +9175,0.3,0.28,41.31188,42.619476 +9180,0.25,0.21,44.8823,55.40575 +9185,0.31,0.26,45.434776,57.852592 +9190,0.24,0.29,41.586266,34.26103 +9195,0.26,0.17,52.152164,60.00992 +9200,0.28,0.3,36.121273,38.416645 +9205,0.29,0.26,49.60322,43.237926 +9210,0.19,0.23,62.936825,69.79411 +9215,0.21,0.19,38.031483,46.882435 +9220,0.29,0.24,39.72258,40.02693 +9225,0.23,0.23,31.996597,50.279205 +9230,0.28,0.35,24.025803,28.644228 +9235,0.35,0.27,28.676819,34.007927 +9240,0.26,0.28,45.47544,41.857895 +9245,0.33,0.24,34.014183,38.419247 +9250,0.33,0.21,36.44438,47.24071 +9255,0.42,0.34,27.365166,30.92067 +9260,0.27,0.28,38.750546,39.930695 +9265,0.29,0.39,34.409218,34.85868 +9270,0.18,0.16,45.496044,48.961376 +9275,0.16,0.16,55.27793,56.875072 +9280,0.32,0.32,37.763725,35.746513 +9285,0.34,0.2,38.835976,50.839874 +9290,0.21,0.2,49.63454,49.804443 +9295,0.22,0.17,51.786877,49.84243 +9300,0.23,0.24,65.527176,60.061405 +9305,0.35,0.26,38.65405,51.120625 +9310,0.29,0.27,50.11477,51.92498 +9315,0.27,0.27,56.77951,56.717705 +9320,0.27,0.28,23.887762,29.567266 +9325,0.28,0.32,42.4635,37.35467 +9330,0.28,0.35,37.82905,28.833426 +9335,0.3,0.27,36.418617,43.21461 +9340,0.3,0.33,71.657936,56.80409 +9345,0.18,0.23,45.79156,45.341923 +9350,0.29,0.24,61.178032,48.949776 +9355,0.3,0.23,46.49526,39.264393 +9360,0.4,0.23,29.45317,37.886337 +9365,0.33,0.38,30.939598,22.087585 +9370,0.14,0.2,37.160988,32.19824 +9375,0.19,0.2,52.484043,58.61083 +9380,0.35,0.24,56.836563,73.00778 +9385,0.24,0.26,50.052277,59.072994 +9390,0.27,0.28,48.454838,46.02316 +9395,0.19,0.24,34.024826,36.465878 +9400,0.29,0.28,62.18871,62.079014 +9405,0.2,0.24,50.861473,44.311314 +9410,0.22,0.16,52.875824,50.989857 +9415,0.32,0.27,36.631702,50.163883 +9420,0.3,0.18,48.28175,54.73047 +9425,0.2,0.24,44.17062,49.34679 +9430,0.21,0.27,31.531239,27.98891 +9435,0.28,0.25,53.72004,71.37862 +9440,0.16,0.29,47.34644,43.63963 +9445,0.26,0.2,34.43739,41.581764 +9450,0.3,0.3,50.93103,59.91183 +9455,0.19,0.25,55.9204,48.426727 +9460,0.27,0.28,41.865517,47.32483 +9465,0.29,0.2,31.322943,36.96815 +9470,0.32,0.23,36.774944,47.29965 +9475,0.19,0.24,47.383045,43.306202 +9480,0.16,0.16,60.536358,63.435062 +9485,0.3,0.29,34.866955,36.693825 +9490,0.27,0.3,41.970337,36.188587 +9495,0.3,0.23,64.12366,80.53786 +9500,0.28,0.27,33.90574,39.293385 +9505,0.23,0.2,48.74114,49.76031 +9510,0.33,0.23,27.740973,32.395092 +9515,0.24,0.22,55.363976,69.31781 +9520,0.22,0.19,35.696724,44.067867 +9525,0.23,0.2,72.27496,60.226585 +9530,0.14,0.15,62.481655,63.797543 +9535,0.27,0.34,30.141045,30.489601 +9540,0.21,0.33,61.317535,48.433693 +9545,0.49,0.22,30.802038,52.721203 +9550,0.25,0.26,36.341103,45.2698 +9555,0.3,0.25,43.522705,55.51626 +9560,0.22,0.19,46.22523,49.127243 +9565,0.24,0.28,31.691345,27.026278 +9570,0.17,0.26,33.40388,35.353485 +9575,0.19,0.26,44.058205,39.137184 +9580,0.15,0.19,45.038883,41.757153 +9585,0.14,0.22,78.36341,66.71167 +9590,0.3,0.31,32.777985,36.25922 +9595,0.25,0.17,39.670578,43.66188 +9600,0.2,0.22,56.136127,48.758297 +9605,0.27,0.22,30.974075,41.837013 +9610,0.3,0.3,38.119247,36.46974 +9615,0.32,0.23,37.18012,51.63647 +9620,0.26,0.1,53.502705,64.5595 +9625,0.26,0.34,78.924065,85.90288 +9630,0.34,0.29,27.68695,28.13523 +9635,0.25,0.25,44.44458,40.757397 +9640,0.28,0.24,37.750168,45.260094 +9645,0.26,0.25,40.792294,42.370888 +9650,0.28,0.24,46.715477,48.0925 +9655,0.24,0.24,33.267662,38.836063 +9660,0.33,0.28,38.581635,43.99177 +9665,0.29,0.32,43.08364,48.288597 +9670,0.21,0.22,69.870834,82.77759 +9675,0.32,0.21,28.816195,39.44409 +9680,0.24,0.26,65.165405,59.0775 +9685,0.4,0.29,29.430864,37.913734 +9690,0.26,0.33,49.277267,42.011703 +9695,0.28,0.19,40.01433,44.21621 +9700,0.28,0.19,41.0609,47.80631 +9705,0.29,0.22,23.233192,28.835102 +9710,0.23,0.28,48.777863,49.31315 +9715,0.22,0.29,44.17691,42.32403 +9720,0.22,0.19,40.08132,38.081738 +9725,0.22,0.21,50.349422,46.56932 +9730,0.26,0.33,33.772884,30.0013 +9735,0.29,0.27,56.912838,46.395454 +9740,0.3,0.31,27.389921,31.308311 +9745,0.22,0.27,33.8341,36.359394 +9750,0.29,0.24,51.059044,56.922882 +9755,0.33,0.2,47.578617,57.2331 +9760,0.28,0.28,28.710045,30.068459 +9765,0.37,0.27,24.042858,31.92278 +9770,0.25,0.18,32.739895,38.50289 +9775,0.29,0.23,33.808903,33.727337 +9780,0.36,0.27,28.6653,27.40637 +9785,0.29,0.19,73.7442,90.07608 +9790,0.22,0.23,55.38776,46.189133 +9795,0.29,0.29,42.664295,38.02235 +9800,0.28,0.29,43.695328,40.22593 +9805,0.35,0.26,36.6608,33.512672 +9810,0.26,0.26,34.381138,38.720497 +9815,0.29,0.28,38.797028,44.16575 +9820,0.21,0.22,67.397194,70.01678 +9825,0.25,0.27,27.208017,26.969492 +9830,0.29,0.25,30.610083,33.386166 +9835,0.37,0.3,24.108234,36.43851 +9840,0.29,0.32,30.672544,28.663702 +9845,0.2,0.13,42.455254,52.63836 +9850,0.22,0.27,60.004974,62.50481 +9855,0.29,0.31,42.249123,51.416874 +9860,0.23,0.2,35.5224,33.746918 +9865,0.37,0.34,27.09118,30.186663 +9870,0.21,0.17,40.842335,48.274105 +9875,0.19,0.22,36.72209,33.035583 +9880,0.25,0.36,39.379093,45.19251 +9885,0.24,0.2,34.60366,32.590565 +9890,0.3,0.33,39.611923,44.40832 +9895,0.23,0.3,41.769844,40.762123 +9900,0.21,0.27,40.85045,46.788857 +9905,0.29,0.34,29.913542,30.986494 +9910,0.29,0.28,38.32798,37.118614 +9915,0.24,0.24,51.116295,49.71975 +9920,0.36,0.36,32.36759,32.639557 +9925,0.29,0.24,46.82144,53.76256 +9930,0.24,0.2,68.24516,66.95108 +9935,0.3,0.28,52.134464,58.31961 +9940,0.3,0.28,44.996193,48.576763 +9945,0.34,0.29,38.390335,46.39101 +9950,0.29,0.27,46.46702,54.786537 +9955,0.2,0.29,39.923145,33.545353 +9960,0.21,0.26,59.398094,46.88035 +9965,0.33,0.32,52.740734,55.082 +9970,0.29,0.26,32.264828,35.580563 +9975,0.19,0.22,36.63407,45.86454 +9980,0.2,0.16,44.191174,44.30746 +9985,0.27,0.27,52.91481,61.678764 +9990,0.32,0.3,29.948479,30.484009 +9995,0.3,0.19,37.69387,57.212315 +10000,0.3,0.24,30.747564,30.75838 +10005,0.33,0.34,38.623554,27.50578 +10010,0.34,0.26,35.392254,39.179775 +10015,0.35,0.37,32.074062,29.574966 +10020,0.35,0.23,54.033463,60.73199 +10025,0.18,0.2,60.96843,56.23726 +10030,0.28,0.27,35.713673,35.961433 +10035,0.22,0.23,47.95387,58.05305 +10040,0.24,0.19,44.793266,45.129253 +10045,0.18,0.19,46.526146,50.016605 +10050,0.26,0.25,56.16795,47.6698 +10055,0.28,0.25,45.15213,42.695694 +10060,0.29,0.28,41.016796,39.027077 +10065,0.29,0.26,36.305435,38.819927 +10070,0.25,0.24,41.623905,30.6122 +10075,0.33,0.28,33.761627,40.932297 +10080,0.23,0.26,36.687717,32.787586 +10085,0.35,0.29,40.76044,52.471786 +10090,0.17,0.25,56.945225,49.819515 +10095,0.33,0.18,37.628105,53.230637 +10100,0.21,0.29,32.549557,33.39455 +10105,0.25,0.27,32.213295,33.20005 +10110,0.15,0.21,48.218277,47.15647 +10115,0.28,0.28,55.061367,57.43274 +10120,0.25,0.27,60.041073,53.643185 +10125,0.39,0.3,36.89176,52.563515 +10130,0.26,0.26,33.484127,35.353115 +10135,0.15,0.16,51.98483,59.397728 +10140,0.24,0.3,30.776178,27.686724 +10145,0.22,0.24,46.58124,46.843277 +10150,0.24,0.21,51.78359,48.492794 +10155,0.31,0.33,36.32328,41.197487 +10160,0.42,0.29,32.274937,36.966904 +10165,0.31,0.31,32.45906,29.764101 +10170,0.23,0.23,41.64607,37.290314 +10175,0.28,0.3,54.68842,49.853027 +10180,0.24,0.24,52.08236,53.12198 +10185,0.32,0.27,29.807472,32.181305 +10190,0.37,0.38,33.24036,34.598003 +10195,0.15,0.14,59.689857,65.88175 +10200,0.26,0.25,74.012474,71.49076 +10205,0.35,0.25,31.273582,30.19106 +10210,0.3,0.26,50.280407,55.909863 +10215,0.32,0.3,50.838024,45.633682 +10220,0.18,0.18,50.53953,55.58603 +10225,0.32,0.22,49.484726,64.489685 +10230,0.24,0.27,28.56286,28.074787 +10235,0.26,0.28,60.48663,52.13273 +10240,0.32,0.31,39.277443,40.541103 +10245,0.25,0.32,83.27962,67.29796 +10250,0.25,0.27,27.885376,29.251245 +10255,0.27,0.2,47.337784,48.606934 +10260,0.3,0.23,39.09983,39.246456 +10265,0.34,0.33,23.391552,30.693483 +10270,0.36,0.29,27.8528,35.86094 +10275,0.21,0.23,63.682594,68.85138 +10280,0.28,0.25,42.691895,41.981133 +10285,0.29,0.29,37.4662,34.263687 +10290,0.2,0.37,44.156322,38.828922 +10295,0.24,0.2,55.381416,66.124664 +10300,0.2,0.25,63.09075,65.96311 +10305,0.26,0.23,48.597443,47.38531 +10310,0.19,0.25,50.702858,66.62415 +10315,0.28,0.3,57.39703,50.85276 +10320,0.32,0.17,26.496666,35.68284 +10325,0.3,0.28,36.818024,50.725998 +10330,0.23,0.25,45.596527,46.513866 +10335,0.24,0.22,42.14137,51.724697 +10340,0.34,0.33,38.51102,40.532776 +10345,0.27,0.26,26.314905,29.99072 +10350,0.27,0.32,25.112514,24.933222 +10355,0.21,0.28,43.058136,39.183582 +10360,0.32,0.29,41.107155,44.131886 +10365,0.27,0.29,49.569214,62.74717 +10370,0.22,0.23,41.11241,40.73224 +10375,0.27,0.35,35.734734,40.17253 +10380,0.3,0.29,67.79922,62.538506 +10385,0.27,0.21,59.995167,65.07269 +10390,0.26,0.35,61.654453,50.504288 +10395,0.21,0.15,73.7566,94.056915 +10400,0.25,0.27,40.087223,31.695219 +10405,0.32,0.22,29.486635,35.41372 +10410,0.28,0.32,34.378304,29.941948 +10415,0.35,0.3,42.819733,47.889896 +10420,0.39,0.31,18.271374,20.250893 +10425,0.28,0.25,33.960037,39.08883 +10430,0.18,0.12,52.849133,56.09321 +10435,0.24,0.22,40.054325,46.08575 +10440,0.26,0.34,26.893414,26.439445 +10445,0.36,0.25,25.747324,38.853718 +10450,0.32,0.32,42.593857,40.72437 +10455,0.24,0.24,30.481953,35.88016 +10460,0.28,0.19,28.806002,38.162983 +10465,0.35,0.3,36.066456,33.75567 +10470,0.24,0.13,51.988792,58.18377 +10475,0.24,0.3,56.536068,56.07028 +10480,0.23,0.23,49.21052,48.208202 +10485,0.22,0.24,93.85949,62.297253 +10490,0.24,0.24,54.428783,45.806164 +10495,0.19,0.16,59.383434,68.15429 +10500,0.28,0.28,31.68959,36.9217 +10505,0.28,0.28,29.699257,32.947983 +10510,0.27,0.28,27.411589,28.82006 +10515,0.28,0.25,48.17463,43.544186 +10520,0.23,0.22,42.18968,39.976902 +10525,0.34,0.22,38.329784,52.578262 +10530,0.2,0.29,44.027542,38.17519 +10535,0.37,0.22,43.103138,57.011364 +10540,0.24,0.24,39.18889,37.180405 +10545,0.33,0.24,38.03203,44.452934 +10550,0.34,0.34,35.554127,40.984882 +10555,0.2,0.26,46.666206,48.103195 +10560,0.26,0.16,40.395138,42.17269 +10565,0.2,0.25,41.67501,42.07279 +10570,0.24,0.23,50.58901,60.92563 +10575,0.41,0.31,33.552387,46.01873 +10580,0.24,0.28,43.58428,42.42046 +10585,0.25,0.22,30.308565,38.677937 +10590,0.19,0.28,61.679565,51.284378 +10595,0.18,0.17,36.994736,44.994766 +10600,0.25,0.3,50.69959,49.453823 +10605,0.22,0.25,52.873585,46.45218 +10610,0.31,0.24,28.621817,41.523636 +10615,0.19,0.19,55.64898,59.539764 +10620,0.19,0.27,56.371353,57.77769 +10625,0.14,0.18,84.47581,67.73587 +10630,0.33,0.37,41.729076,38.287758 +10635,0.24,0.15,65.16664,60.86912 +10640,0.29,0.29,47.787357,51.70731 +10645,0.25,0.17,49.176777,47.061066 +10650,0.25,0.26,45.678368,50.89038 +10655,0.28,0.26,32.030384,39.75896 +10660,0.35,0.26,29.01345,34.277767 +10665,0.34,0.26,54.335743,53.246994 +10670,0.24,0.25,43.22168,52.232487 +10675,0.21,0.22,39.559574,42.286846 +10680,0.3,0.3,32.98575,33.40199 +10685,0.23,0.27,45.4425,42.904175 +10690,0.26,0.28,59.433125,53.361515 +10695,0.35,0.25,45.56628,47.087257 +10700,0.35,0.29,29.52898,40.39482 +10705,0.26,0.26,44.46327,31.751074 +10710,0.27,0.23,33.52448,41.233517 +10715,0.3,0.32,32.321053,33.511032 +10720,0.26,0.21,37.877357,39.81947 +10725,0.27,0.25,52.605587,49.169933 +10730,0.23,0.2,47.70257,52.571793 +10735,0.18,0.19,51.261303,57.35876 +10740,0.25,0.3,33.606155,30.997656 +10745,0.24,0.25,46.329845,46.98433 +10750,0.22,0.22,68.656815,69.48746 +10755,0.3,0.28,34.96052,40.569122 +10760,0.27,0.3,35.03293,47.457657 +10765,0.27,0.24,51.962612,60.821056 +10770,0.29,0.24,41.07661,40.370697 +10775,0.17,0.25,54.45401,55.79873 +10780,0.21,0.22,46.999767,45.82362 +10785,0.26,0.2,40.52083,57.720055 +10790,0.25,0.22,42.68876,37.88224 +10795,0.24,0.19,55.018414,58.987617 +10800,0.21,0.2,36.871483,33.02217 +10805,0.3,0.27,34.515396,37.91094 +10810,0.22,0.29,59.53175,51.09872 +10815,0.27,0.22,53.60313,55.95332 +10820,0.3,0.2,22.156816,29.135332 +10825,0.17,0.23,49.345337,48.141415 +10830,0.24,0.25,82.40331,82.90189 +10835,0.22,0.22,53.71313,51.842236 +10840,0.31,0.25,40.804337,40.962364 +10845,0.32,0.23,52.74564,66.06642 +10850,0.3,0.27,30.164885,43.121017 +10855,0.3,0.33,36.639473,42.438488 +10860,0.28,0.24,43.279,42.837822 +10865,0.24,0.21,44.647884,48.21169 +10870,0.37,0.26,20.28103,23.501602 +10875,0.37,0.3,31.957497,40.598255 +10880,0.16,0.15,60.859127,58.63738 +10885,0.2,0.25,38.71579,39.62473 +10890,0.14,0.19,58.299706,71.21745 +10895,0.4,0.22,31.891394,39.78128 +10900,0.3,0.28,30.512829,28.632385 +10905,0.29,0.24,32.961674,32.525143 +10910,0.36,0.24,36.14008,44.83228 +10915,0.23,0.25,37.048996,44.448742 +10920,0.19,0.21,68.296326,73.594666 +10925,0.32,0.26,52.55209,44.508987 +10930,0.19,0.24,53.04382,51.595203 +10935,0.19,0.19,56.56233,65.239685 +10940,0.29,0.28,33.127186,34.65547 +10945,0.32,0.21,35.367035,44.31268 +10950,0.19,0.26,43.93902,44.347515 +10955,0.26,0.18,67.886795,75.74559 +10960,0.25,0.21,35.659363,37.849987 +10965,0.21,0.26,46.070675,49.236412 +10970,0.25,0.18,37.223343,42.71908 +10975,0.3,0.24,31.722153,37.844734 +10980,0.14,0.14,45.65241,58.473087 +10985,0.27,0.23,57.42336,63.36498 +10990,0.34,0.32,25.40277,27.898653 +10995,0.31,0.23,23.008848,29.346704 +11000,0.22,0.26,39.16041,37.512394 +11005,0.24,0.26,52.601063,58.35501 +11010,0.26,0.22,38.908863,39.423397 +11015,0.26,0.31,41.084946,40.344967 +11020,0.28,0.29,41.37845,28.711372 +11025,0.28,0.22,45.335594,55.16969 +11030,0.23,0.27,47.70298,55.133446 +11035,0.25,0.25,42.54098,45.805 +11040,0.28,0.37,40.61551,34.780807 +11045,0.37,0.25,36.00013,35.05144 +11050,0.2,0.32,55.919315,55.146183 +11055,0.28,0.27,36.329205,40.90545 +11060,0.36,0.25,32.23927,36.77749 +11065,0.29,0.21,37.502247,43.321346 +11070,0.24,0.31,48.352283,43.665245 +11075,0.24,0.24,56.712364,61.98402 +11080,0.2,0.19,50.807106,55.61228 +11085,0.16,0.15,47.88287,51.180965 +11090,0.35,0.31,36.062023,37.942585 +11095,0.22,0.16,51.96755,52.424507 +11100,0.36,0.19,38.55909,44.15982 +11105,0.38,0.39,31.336174,28.24318 +11110,0.33,0.22,39.91658,53.377254 +11115,0.28,0.23,43.36355,55.20483 +11120,0.27,0.27,33.258614,33.382977 +11125,0.27,0.25,40.552345,46.76817 +11130,0.3,0.32,43.222652,45.154774 +11135,0.23,0.2,76.52753,75.37738 +11140,0.26,0.24,40.367035,34.99135 +11145,0.35,0.27,39.839485,47.623882 +11150,0.29,0.33,58.922325,42.790897 +11155,0.21,0.22,55.780285,42.26002 +11160,0.28,0.07,31.808172,40.06628 +11165,0.28,0.24,44.55551,43.604786 +11170,0.19,0.22,57.657608,55.228626 +11175,0.18,0.25,47.234116,52.783066 +11180,0.24,0.29,34.503498,39.62148 +11185,0.27,0.23,37.85222,45.99395 +11190,0.18,0.26,63.49276,54.582706 +11195,0.26,0.22,51.833603,53.023026 +11200,0.26,0.27,77.59203,62.65843 +11205,0.27,0.32,32.70619,31.741392 +11210,0.24,0.18,45.892143,65.00328 +11215,0.32,0.26,31.203188,36.177185 +11220,0.22,0.2,47.696705,59.40271 +11225,0.33,0.28,27.954144,37.25922 +11230,0.25,0.26,32.14054,39.37733 +11235,0.32,0.27,41.90493,75.256424 +11240,0.28,0.27,75.953545,74.656136 +11245,0.23,0.18,32.103058,41.653854 +11250,0.29,0.27,29.753311,28.533958 +11255,0.25,0.25,51.3119,56.92679 +11260,0.28,0.27,44.513233,41.11494 +11265,0.22,0.19,50.1806,53.171158 +11270,0.29,0.15,36.56456,51.297897 +11275,0.26,0.24,28.45193,36.752167 +11280,0.21,0.22,72.58587,72.36799 +11285,0.38,0.3,27.33448,30.536741 +11290,0.31,0.28,23.292122,24.583838 +11295,0.28,0.19,59.297707,79.132904 +11300,0.19,0.2,46.432495,53.552933 +11305,0.27,0.28,51.01135,51.92343 +11310,0.25,0.29,45.291954,50.313828 +11315,0.34,0.34,45.21198,53.076736 +11320,0.27,0.34,26.193336,26.107954 +11325,0.33,0.27,43.382015,53.87744 +11330,0.27,0.2,33.42483,39.125084 +11335,0.36,0.26,31.394115,38.050735 +11340,0.29,0.3,40.466873,35.783302 +11345,0.4,0.27,28.753645,36.79443 +11350,0.31,0.32,43.422882,42.653526 +11355,0.32,0.25,39.532925,53.97801 +11360,0.29,0.28,36.80803,32.609093 +11365,0.23,0.29,34.44548,35.966434 +11370,0.23,0.07,41.35184,56.211647 +11375,0.22,0.25,43.91131,48.830223 +11380,0.14,0.22,80.138535,75.41497 +11385,0.21,0.24,57.48394,60.912975 +11390,0.17,0.16,61.439087,58.833908 +11395,0.29,0.21,52.877274,60.01639 +11400,0.27,0.24,46.88555,40.97948 +11405,0.26,0.24,46.37097,62.940918 +11410,0.23,0.29,40.386562,46.84787 +11415,0.32,0.22,49.27194,60.098534 +11420,0.17,0.2,54.104,47.39043 +11425,0.35,0.23,36.523582,54.892403 +11430,0.27,0.21,57.987137,76.39829 +11435,0.32,0.19,38.48713,39.092335 +11440,0.29,0.29,39.57663,50.76333 +11445,0.33,0.15,34.76501,46.18761 +11450,0.3,0.27,35.230362,40.1201 +11455,0.23,0.24,32.081406,36.96916 +11460,0.32,0.29,32.607586,35.231186 +11465,0.21,0.18,54.6235,57.875343 +11470,0.34,0.23,44.900265,40.06872 +11475,0.39,0.28,24.783442,39.011776 +11480,0.27,0.26,52.725235,50.693237 +11485,0.26,0.23,27.80451,37.290874 +11490,0.24,0.33,57.637047,47.424473 +11495,0.22,0.16,50.096554,58.160225 +11500,0.27,0.26,40.952477,41.05797 +11505,0.21,0.21,42.861202,43.12877 +11510,0.36,0.27,19.578825,25.392946 +11515,0.28,0.21,33.50901,38.139908 +11520,0.18,0.24,49.910927,46.52844 +11525,0.3,0.28,35.935898,43.39291 +11530,0.25,0.18,50.18289,47.805244 +11535,0.37,0.29,41.103317,35.230328 +11540,0.29,0.3,48.587856,46.35527 +11545,0.35,0.26,30.891119,33.054 +11550,0.37,0.32,41.018818,42.790638 +11555,0.28,0.19,43.057667,56.450005 +11560,0.26,0.29,34.689335,28.33646 +11565,0.31,0.25,38.145805,50.948223 +11570,0.26,0.22,32.847244,38.54473 +11575,0.22,0.23,43.41186,41.884064 +11580,0.31,0.2,36.005672,36.05604 +11585,0.29,0.24,31.937075,31.2992 +11590,0.33,0.34,56.508522,47.591217 +11595,0.34,0.25,30.43604,36.294044 +11600,0.31,0.39,19.260685,26.850431 +11605,0.33,0.26,26.150812,44.2943 +11610,0.24,0.13,32.927513,39.291348 +11615,0.44,0.34,19.62716,27.105867 +11620,0.21,0.23,41.181065,43.087433 +11625,0.23,0.18,61.00003,55.69988 +11630,0.24,0.2,41.212734,51.77994 +11635,0.23,0.23,46.650513,50.681416 +11640,0.22,0.37,43.871845,36.84043 +11645,0.26,0.2,33.056267,36.97211 +11650,0.24,0.24,54.099644,50.87254 +11655,0.23,0.23,37.725563,50.020504 +11660,0.27,0.26,37.216393,49.388504 +11665,0.37,0.37,33.5684,31.287582 +11670,0.27,0.22,41.028053,53.084488 +11675,0.32,0.35,44.19085,48.422256 +11680,0.24,0.27,33.38082,42.51628 +11685,0.26,0.23,45.99505,83.66301 +11690,0.21,0.22,47.863968,40.84231 +11695,0.22,0.17,36.35086,43.15086 +11700,0.19,0.29,44.38909,49.623714 +11705,0.3,0.26,37.79504,39.6213 +11710,0.24,0.26,57.80252,60.607105 +11715,0.32,0.29,45.269466,45.800503 +11720,0.26,0.21,24.705957,28.03185 +11725,0.29,0.23,59.23692,64.70869 +11730,0.35,0.28,34.28947,39.91533 +11735,0.25,0.25,47.622852,52.593273 +11740,0.21,0.32,41.965054,39.077953 +11745,0.22,0.16,28.700754,34.372715 +11750,0.23,0.17,63.86677,72.89457 +11755,0.26,0.29,30.948513,31.635523 +11760,0.23,0.32,41.737354,39.46033 +11765,0.22,0.22,39.97201,44.20148 +11770,0.23,0.18,51.91666,48.84309 +11775,0.2,0.27,70.39083,70.99146 +11780,0.25,0.22,43.244717,37.06275 +11785,0.29,0.24,37.041264,41.987743 +11790,0.2,0.21,38.24154,39.031086 +11795,0.5,0.19,21.956568,41.708702 +11800,0.27,0.28,34.34931,32.873653 +11805,0.35,0.29,38.809082,54.43799 +11810,0.27,0.18,32.637684,39.516083 +11815,0.33,0.35,31.730427,33.819057 +11820,0.28,0.24,51.705677,80.63694 +11825,0.4,0.31,32.032948,44.897472 +11830,0.26,0.26,52.115074,50.8709 +11835,0.29,0.29,41.700615,41.49214 +11840,0.35,0.29,34.59877,34.33419 +11845,0.25,0.24,33.057552,39.430843 +11850,0.25,0.25,32.292606,32.777443 +11855,0.35,0.26,35.718567,45.059303 +11860,0.24,0.29,43.629025,39.829895 +11865,0.32,0.25,48.976612,62.75157 +11870,0.21,0.23,39.01687,37.756363 +11875,0.35,0.26,40.556087,43.897953 +11880,0.16,0.15,62.51325,64.72472 +11885,0.26,0.18,51.213398,65.28895 +11890,0.25,0.25,39.730545,50.039963 +11895,0.24,0.17,36.044273,46.126686 +11900,0.3,0.27,38.832287,48.305016 +11905,0.23,0.18,38.12255,44.36199 +11910,0.3,0.32,38.18486,40.518322 +11915,0.32,0.34,28.367168,33.23271 +11920,0.29,0.16,48.16086,43.914608 +11925,0.29,0.23,24.073662,35.996872 +11930,0.24,0.28,55.236115,51.936398 +11935,0.1,0.15,62.607662,73.00121 +11940,0.23,0.26,62.888084,54.32544 +11945,0.21,0.2,44.619854,50.23547 +11950,0.26,0.28,27.709352,31.771032 +11955,0.33,0.27,34.35583,36.35973 +11960,0.33,0.26,32.250385,34.383244 +11965,0.28,0.38,34.476917,29.832941 +11970,0.2,0.19,83.189545,83.16892 +11975,0.13,0.21,57.71722,63.47707 +11980,0.23,0.23,42.17148,43.765038 +11985,0.34,0.24,38.56649,44.826553 +11990,0.34,0.31,36.65584,40.07427 +11995,0.37,0.23,30.035383,33.992016 +12000,0.26,0.2,49.734886,42.932285 +12005,0.26,0.22,47.65208,63.403805 +12010,0.25,0.19,73.42054,72.747314 +12015,0.2,0.23,61.654415,63.15768 +12020,0.3,0.3,28.8153,36.605923 +12025,0.34,0.22,33.18041,38.490707 +12030,0.29,0.31,34.790546,35.383976 +12035,0.31,0.27,71.331795,68.702034 +12040,0.22,0.29,53.34033,42.76909 +12045,0.26,0.21,34.18771,35.536377 +12050,0.31,0.26,43.890343,57.87338 +12055,0.33,0.25,45.62863,39.58487 +12060,0.33,0.28,42.70875,40.271816 +12065,0.28,0.33,48.831345,39.39439 +12070,0.26,0.13,38.640656,46.05547 +12075,0.22,0.24,43.800697,49.511436 +12080,0.3,0.29,52.884785,62.76738 +12085,0.26,0.2,53.13995,64.61683 +12090,0.3,0.29,66.25502,63.19189 +12095,0.25,0.19,39.169586,45.432972 +12100,0.28,0.25,37.804783,38.60494 +12105,0.21,0.26,46.85294,47.956722 +12110,0.2,0.24,47.802242,60.711044 +12115,0.37,0.32,38.040524,33.826767 +12120,0.29,0.24,39.199215,49.50389 +12125,0.27,0.22,32.121376,35.574303 +12130,0.21,0.29,32.511765,28.989433 +12135,0.43,0.26,25.26584,45.222897 +12140,0.25,0.3,43.330204,47.399384 +12145,0.22,0.11,37.04117,47.564945 +12150,0.23,0.24,34.359715,31.01472 +12155,0.35,0.28,29.470303,33.407887 +12160,0.27,0.24,64.534805,55.483242 +12165,0.27,0.26,53.142315,57.74076 +12170,0.28,0.16,31.944778,47.59283 +12175,0.28,0.28,42.276398,41.03318 +12180,0.32,0.24,26.496712,30.581848 +12185,0.29,0.29,49.711338,63.7534 +12190,0.27,0.28,32.156452,33.952805 +12195,0.24,0.16,57.485683,73.040634 +12200,0.26,0.26,56.401222,41.575367 +12205,0.28,0.23,36.30545,39.912525 +12210,0.28,0.31,39.574142,39.42397 +12215,0.29,0.27,33.43137,37.49211 +12220,0.21,0.15,60.038834,54.74478 +12225,0.17,0.22,49.045147,57.69537 +12230,0.24,0.17,41.743362,42.80232 +12235,0.36,0.29,56.307384,61.861496 +12240,0.27,0.29,36.717953,33.103226 +12245,0.48,0.22,29.821718,43.535454 +12250,0.32,0.29,34.52576,36.38388 +12255,0.29,0.34,33.171505,32.5481 +12260,0.32,0.29,33.88509,39.84583 +12265,0.29,0.39,34.759964,28.342772 +12270,0.34,0.28,39.62593,48.11513 +12275,0.26,0.24,38.120247,48.723526 +12280,0.22,0.23,45.96831,45.957012 +12285,0.21,0.24,56.414917,57.39849 +12290,0.21,0.22,62.50326,63.002636 +12295,0.29,0.21,51.921913,61.092144 +12300,0.24,0.3,30.585884,32.01896 +12305,0.29,0.31,29.318525,38.776928 +12310,0.28,0.21,46.57713,58.082085 +12315,0.27,0.3,36.026894,34.672546 +12320,0.25,0.23,52.233624,51.742817 +12325,0.41,0.31,44.41587,45.044273 +12330,0.31,0.21,45.064503,43.220406 +12335,0.26,0.22,49.995018,67.79288 +12340,0.25,0.25,53.736195,43.088867 +12345,0.25,0.16,28.178598,37.229958 +12350,0.27,0.32,43.05722,37.53681 +12355,0.23,0.2,43.774345,56.651974 +12360,0.31,0.24,46.065536,47.383957 +12365,0.24,0.16,45.844357,50.07355 +12370,0.3,0.25,68.309456,56.91964 +12375,0.34,0.23,26.793184,38.28197 +12380,0.26,0.19,36.441864,49.22592 +12385,0.28,0.26,36.66242,33.807728 +12390,0.24,0.24,43.683224,38.590477 +12395,0.25,0.24,31.040268,35.589676 +12400,0.28,0.23,46.01358,46.272945 +12405,0.23,0.24,61.49744,51.87918 +12410,0.26,0.32,46.779728,47.29584 +12415,0.25,0.2,38.68484,42.40029 +12420,0.21,0.31,50.494247,52.439278 +12425,0.2,0.24,51.51248,45.45977 +12430,0.27,0.2,36.83582,43.845062 +12435,0.34,0.28,51.539814,51.478413 +12440,0.31,0.31,38.271915,40.338314 +12445,0.29,0.22,33.18809,41.706963 +12450,0.3,0.23,38.581715,46.31336 +12455,0.35,0.2,26.849281,38.44457 +12460,0.24,0.23,57.05305,57.28488 +12465,0.28,0.19,53.339542,51.53385 +12470,0.17,0.2,49.111694,55.731342 +12475,0.33,0.22,38.39423,47.215836 +12480,0.33,0.37,39.875713,39.16594 +12485,0.28,0.27,37.073524,36.909336 +12490,0.33,0.29,49.25194,43.27516 +12495,0.27,0.21,35.550106,39.821667 +12500,0.23,0.2,43.114403,40.931133 +12505,0.29,0.22,46.208794,44.00378 +12510,0.17,0.23,58.261715,64.07535 +12515,0.21,0.15,61.183506,67.94916 +12520,0.22,0.15,55.37441,71.802765 +12525,0.22,0.18,27.715324,34.84125 +12530,0.29,0.19,44.312576,48.605114 +12535,0.26,0.19,47.80415,52.90329 +12540,0.28,0.34,48.82162,38.016945 +12545,0.26,0.21,58.037167,61.80266 +12550,0.28,0.24,41.25239,38.74938 +12555,0.22,0.15,62.364155,66.85543 +12560,0.18,0.18,54.06044,60.873104 +12565,0.38,0.34,43.188473,40.13191 +12570,0.33,0.26,43.495415,50.929325 +12575,0.43,0.28,30.103012,36.492725 +12580,0.23,0.26,37.399582,37.742012 +12585,0.25,0.28,44.35254,53.13866 +12590,0.28,0.36,36.119984,35.415005 +12595,0.31,0.2,30.681185,40.822647 +12600,0.28,0.19,37.91177,43.07678 +12605,0.28,0.24,28.220652,33.05518 +12610,0.32,0.22,32.493393,40.423893 +12615,0.28,0.25,56.679237,64.42173 +12620,0.37,0.26,19.879095,27.866806 +12625,0.25,0.33,21.5441,26.265837 +12630,0.22,0.23,47.383423,48.719254 +12635,0.2,0.26,40.04142,38.363106 +12640,0.29,0.3,39.337563,44.77292 +12645,0.21,0.12,49.398315,66.971436 +12650,0.22,0.25,51.715088,55.505016 +12655,0.28,0.26,32.40656,38.56936 +12660,0.15,0.22,50.797806,47.521328 +12665,0.35,0.34,48.07866,56.674305 +12670,0.26,0.17,47.78655,42.825428 +12675,0.33,0.24,49.519455,65.13473 +12680,0.3,0.27,37.62007,34.011818 +12685,0.31,0.25,44.720566,49.69802 +12690,0.21,0.23,68.4445,56.506866 +12695,0.41,0.19,37.861084,54.19187 +12700,0.26,0.29,54.054344,51.81035 +12705,0.25,0.22,71.00824,95.23625 +12710,0.32,0.29,39.78006,42.225468 +12715,0.33,0.4,29.814148,30.745003 +12720,0.26,0.16,58.42702,80.8842 +12725,0.23,0.25,56.356144,53.9096 +12730,0.27,0.25,57.754852,48.118343 +12735,0.24,0.31,59.670746,50.81585 +12740,0.39,0.28,32.58092,40.31805 +12745,0.31,0.22,36.44954,46.34911 +12750,0.22,0.29,60.1751,51.135235 +12755,0.22,0.23,51.99754,46.45796 +12760,0.33,0.27,27.853453,26.803179 +12765,0.34,0.29,35.962685,30.089075 +12770,0.39,0.25,32.16058,35.30168 +12775,0.3,0.33,35.421585,41.031437 +12780,0.21,0.24,40.993423,38.15638 +12785,0.31,0.18,33.862495,46.93905 +12790,0.26,0.28,37.531006,45.937237 +12795,0.28,0.2,45.2478,46.243973 +12800,0.24,0.33,41.107044,38.906666 +12805,0.29,0.27,44.74447,46.578003 +12810,0.3,0.27,48.42763,54.769955 +12815,0.25,0.32,47.231113,49.6375 +12820,0.34,0.29,31.026237,34.549755 +12825,0.33,0.22,33.482147,39.446453 +12830,0.29,0.31,58.03618,52.32101 +12835,0.15,0.18,62.94566,75.049164 +12840,0.31,0.33,27.639355,32.78496 +12845,0.36,0.29,34.053562,30.339684 +12850,0.26,0.22,41.988422,43.459427 +12855,0.27,0.27,26.430096,27.6811 +12860,0.24,0.27,48.548706,55.88142 +12865,0.27,0.35,43.076866,35.571518 +12870,0.19,0.26,58.268253,43.867973 +12875,0.29,0.25,29.332758,29.704208 +12880,0.23,0.29,53.751514,47.678455 +12885,0.24,0.19,43.727108,53.366467 +12890,0.31,0.29,38.477768,43.785763 +12895,0.3,0.21,26.072712,36.301426 +12900,0.2,0.23,46.515194,41.913376 +12905,0.33,0.23,34.71299,40.284714 +12910,0.29,0.24,31.505003,41.93631 +12915,0.29,0.26,59.68106,64.32643 +12920,0.39,0.34,28.641714,29.307539 +12925,0.31,0.24,35.8676,41.31581 +12930,0.29,0.31,40.01799,38.329334 +12935,0.32,0.25,35.66684,51.268192 +12940,0.26,0.25,54.14186,48.590492 +12945,0.35,0.27,40.600407,39.705074 +12950,0.34,0.3,46.133446,50.587204 +12955,0.25,0.24,50.506283,51.337692 +12960,0.46,0.34,16.01291,21.213737 +12965,0.34,0.39,28.123974,25.57626 +12970,0.3,0.27,55.38778,64.56455 +12975,0.33,0.28,25.185843,32.98255 +12980,0.28,0.27,29.64123,39.05688 +12985,0.15,0.18,51.59919,59.076675 +12990,0.26,0.35,33.286224,30.790691 +12995,0.34,0.25,43.935455,50.713886 +13000,0.23,0.27,57.59022,48.6204 +13005,0.25,0.21,44.36488,52.873245 +13010,0.26,0.15,38.85297,47.78208 +13015,0.22,0.23,51.360695,62.55593 +13020,0.31,0.28,42.345413,41.11862 +13025,0.26,0.18,47.876747,58.140682 +13030,0.33,0.27,29.220772,37.54471 +13035,0.39,0.22,49.176193,78.8541 +13040,0.3,0.38,46.002586,38.89054 +13045,0.19,0.17,45.762295,53.045887 +13050,0.31,0.29,41.268345,36.684414 +13055,0.16,0.19,51.096016,49.46603 +13060,0.23,0.18,70.77622,67.47078 +13065,0.2,0.22,51.992558,50.42828 +13070,0.23,0.1,46.093903,58.67983 +13075,0.35,0.24,41.178802,43.276222 +13080,0.25,0.25,66.34646,60.478443 +13085,0.26,0.22,32.75419,35.0734 +13090,0.3,0.34,55.7851,54.82362 +13095,0.32,0.25,32.675285,42.725204 +13100,0.21,0.23,29.51674,34.45525 +13105,0.35,0.26,27.625412,29.675316 +13110,0.16,0.28,53.008682,44.299015 +13115,0.37,0.37,47.675064,57.25855 +13120,0.37,0.29,33.872536,31.260635 +13125,0.32,0.28,54.637276,43.975834 +13130,0.31,0.26,33.194183,29.61508 +13135,0.31,0.35,47.58723,58.27626 +13140,0.17,0.18,55.399498,60.58385 +13145,0.41,0.2,30.125708,43.932617 +13150,0.3,0.28,33.010773,32.085304 +13155,0.23,0.24,56.281597,63.744762 +13160,0.31,0.31,41.309155,45.92183 +13165,0.31,0.27,31.88113,30.089624 +13170,0.3,0.16,49.131405,60.569237 +13175,0.16,0.2,41.409794,47.913868 +13180,0.23,0.15,60.621445,62.91357 +13185,0.32,0.29,30.189917,38.827232 +13190,0.33,0.42,32.39409,31.082237 +13195,0.3,0.2,36.809555,43.187145 +13200,0.35,0.34,22.352196,26.848516 +13205,0.3,0.24,55.898125,57.38612 +13210,0.22,0.28,36.839367,41.47494 +13215,0.24,0.15,55.04902,66.229195 +13220,0.27,0.27,43.977623,45.694427 +13225,0.29,0.27,44.430267,47.40897 +13230,0.25,0.25,33.111614,26.669456 +13235,0.28,0.29,31.774475,34.84274 +13240,0.32,0.25,51.290783,43.303017 +13245,0.27,0.24,34.40229,43.350407 +13250,0.32,0.32,28.968863,29.267916 +13255,0.29,0.26,35.751232,47.001427 +13260,0.23,0.26,55.538795,59.14552 +13265,0.26,0.2,58.28411,64.06912 +13270,0.27,0.18,48.139637,45.062443 +13275,0.33,0.24,52.73819,62.364742 +13280,0.27,0.2,65.204735,60.527657 +13285,0.15,0.15,56.21259,66.0683 +13290,0.24,0.33,51.697037,56.497494 +13295,0.31,0.18,47.690487,60.667324 +13300,0.46,0.32,20.274786,32.806686 +13305,0.24,0.23,48.653164,45.974037 +13310,0.29,0.3,36.96983,39.315067 +13315,0.22,0.24,57.654232,42.940216 +13320,0.12,0.17,58.795048,44.904545 +13325,0.24,0.24,43.89431,47.913857 +13330,0.2,0.2,31.312176,33.76539 +13335,0.45,0.3,37.04699,40.211708 +13340,0.27,0.24,37.49762,38.666527 +13345,0.27,0.16,38.75893,48.259556 +13350,0.25,0.25,43.94906,42.747787 +13355,0.27,0.2,39.50251,54.00547 +13360,0.31,0.28,32.163063,52.096878 +13365,0.25,0.22,40.67734,53.48228 +13370,0.18,0.15,50.312477,48.835785 +13375,0.33,0.22,37.756676,43.07617 +13380,0.29,0.32,29.368408,31.490925 +13385,0.29,0.23,58.91626,62.636074 +13390,0.35,0.31,39.062336,35.28133 +13395,0.24,0.19,56.138763,55.718693 +13400,0.22,0.3,42.565086,42.954323 +13405,0.32,0.23,42.27888,44.774097 +13410,0.37,0.31,24.02364,29.612629 +13415,0.31,0.3,28.82613,37.161293 +13420,0.37,0.29,20.666054,24.174246 +13425,0.26,0.27,54.54521,55.32315 +13430,0.23,0.23,35.342667,41.95012 +13435,0.17,0.18,62.918304,61.320732 +13440,0.21,0.33,32.339516,29.439272 +13445,0.3,0.23,30.405178,34.771324 +13450,0.26,0.2,36.673885,37.753086 +13455,0.21,0.22,40.555344,49.934483 +13460,0.26,0.18,54.71081,70.89317 +13465,0.14,0.24,57.2628,55.373657 +13470,0.23,0.23,36.919933,40.706642 +13475,0.31,0.22,51.41044,58.91416 +13480,0.22,0.24,35.634117,31.65787 +13485,0.28,0.19,34.785984,59.630947 +13490,0.38,0.27,30.994204,36.82911 +13495,0.32,0.21,36.59663,36.55821 +13500,0.24,0.29,43.475285,48.345795 +13505,0.31,0.26,24.467749,27.081493 +13510,0.25,0.25,58.409702,55.76908 +13515,0.22,0.29,45.452446,46.21795 +13520,0.29,0.24,26.21366,30.738527 +13525,0.22,0.23,38.55939,51.606476 +13530,0.19,0.21,39.91549,46.37934 +13535,0.31,0.24,40.092384,50.618237 +13540,0.26,0.31,50.093956,43.89706 +13545,0.26,0.15,46.34689,59.734257 +13550,0.27,0.23,76.14539,79.635735 +13555,0.21,0.32,43.275013,34.992786 +13560,0.21,0.25,50.97015,44.30956 +13565,0.2,0.2,48.45384,50.3493 +13570,0.29,0.22,31.840532,35.925594 +13575,0.24,0.17,40.25235,51.048355 +13580,0.18,0.18,46.05376,43.40413 +13585,0.31,0.3,47.65123,45.07323 +13590,0.3,0.26,45.622547,44.305172 +13595,0.4,0.24,30.179926,38.387367 +13600,0.28,0.28,37.256977,39.414463 +13605,0.26,0.34,44.134254,43.42868 +13610,0.39,0.21,24.08171,27.483923 +13615,0.33,0.38,19.843695,17.641373 +13620,0.24,0.17,49.39763,62.735176 +13625,0.3,0.26,37.423805,47.873756 +13630,0.16,0.2,65.803825,61.555992 +13635,0.22,0.23,68.41549,54.895092 +13640,0.31,0.26,35.17063,38.734867 +13645,0.28,0.23,30.78753,29.577099 +13650,0.28,0.35,34.46769,36.29148 +13655,0.2,0.28,50.09455,51.131123 +13660,0.24,0.29,35.97954,36.994152 +13665,0.35,0.36,35.5628,39.20192 +13670,0.29,0.29,50.25848,42.01489 +13675,0.38,0.28,33.745464,41.693836 +13680,0.25,0.24,45.998726,37.799995 +13685,0.3,0.17,30.159512,52.552612 +13690,0.25,0.34,48.90493,42.603935 +13695,0.32,0.21,25.682663,32.327755 +13700,0.3,0.25,40.97688,43.350346 +13705,0.24,0.29,33.86325,33.668076 +13710,0.32,0.26,36.831726,41.342236 +13715,0.31,0.31,37.940826,47.638546 +13720,0.23,0.22,57.304886,57.55715 +13725,0.3,0.23,34.050922,49.06918 +13730,0.29,0.28,58.271046,55.151928 +13735,0.17,0.18,48.302067,56.589684 +13740,0.33,0.38,48.589188,42.668015 +13745,0.32,0.25,30.767874,33.201736 +13750,0.24,0.22,36.634857,44.622833 +13755,0.39,0.35,33.247124,31.19811 +13760,0.34,0.31,32.54225,40.264114 +13765,0.34,0.34,33.467392,33.62204 +13770,0.25,0.19,39.998886,40.615055 +13775,0.29,0.31,52.103676,49.016632 +13780,0.26,0.24,30.985907,33.159286 +13785,0.33,0.2,59.43517,61.089535 +13790,0.32,0.3,46.759975,62.51993 +13795,0.2,0.16,41.407867,55.63219 +13800,0.3,0.25,34.894867,34.374573 +13805,0.39,0.27,34.21885,48.634243 +13810,0.24,0.21,58.925663,60.665337 +13815,0.32,0.26,40.303978,52.738144 +13820,0.26,0.19,33.468086,33.564156 +13825,0.24,0.18,49.05629,56.03366 +13830,0.3,0.21,42.524765,39.651573 +13835,0.35,0.29,45.703705,43.88323 +13840,0.31,0.29,49.55138,51.70469 +13845,0.3,0.17,33.38449,42.509106 +13850,0.28,0.31,56.01425,56.19873 +13855,0.29,0.19,47.45182,43.459904 +13860,0.36,0.23,30.238005,38.535755 +13865,0.22,0.29,46.15758,42.370937 +13870,0.29,0.25,22.050173,25.420277 +13875,0.23,0.25,39.620667,40.121315 +13880,0.29,0.32,39.029373,39.59563 +13885,0.22,0.15,41.222218,56.413353 +13890,0.26,0.22,55.929787,50.679886 +13895,0.25,0.21,32.080723,39.316185 +13900,0.21,0.22,39.701054,43.90281 +13905,0.24,0.29,55.880756,65.25136 +13910,0.26,0.21,42.654625,51.763325 +13915,0.33,0.23,40.386414,55.303017 +13920,0.36,0.25,40.14627,49.542183 +13925,0.21,0.3,29.782967,34.83187 +13930,0.38,0.34,16.378635,19.190496 +13935,0.26,0.25,43.201817,64.54821 +13940,0.28,0.2,56.30723,62.154194 +13945,0.27,0.22,55.31166,69.10096 +13950,0.26,0.32,46.62883,51.051495 +13955,0.22,0.22,50.95696,48.586903 +13960,0.3,0.27,53.128,49.48166 +13965,0.29,0.22,45.191883,48.148624 +13970,0.29,0.35,33.025734,31.521667 +13975,0.29,0.21,42.2855,52.348423 +13980,0.29,0.21,61.05348,56.288876 +13985,0.33,0.28,46.225998,62.235973 +13990,0.23,0.2,50.89125,55.096817 +13995,0.3,0.18,45.850586,44.320877 +14000,0.27,0.2,51.05865,41.662548 +14005,0.18,0.22,37.094982,38.122066 +14010,0.14,0.22,55.808945,47.49548 +14015,0.37,0.33,31.500532,31.664158 +14020,0.35,0.26,23.58342,34.487785 +14025,0.25,0.25,43.3245,45.279438 +14030,0.28,0.24,52.959885,56.602177 +14035,0.29,0.3,26.915997,35.180115 +14040,0.14,0.22,66.45207,79.124855 +14045,0.3,0.19,32.464493,48.591812 +14050,0.32,0.33,42.896156,44.176865 +14055,0.27,0.24,49.426968,61.333813 +14060,0.29,0.25,36.048607,38.558987 +14065,0.26,0.27,27.53885,28.70186 +14070,0.19,0.24,44.223053,43.090572 +14075,0.22,0.21,57.101055,70.84234 +14080,0.17,0.29,67.740875,69.622246 +14085,0.18,0.2,60.60237,48.407894 +14090,0.3,0.32,30.905384,29.795063 +14095,0.28,0.19,37.251446,43.857365 +14100,0.25,0.24,42.338722,44.198097 +14105,0.26,0.22,39.79235,43.72825 +14110,0.26,0.28,55.822433,62.183258 +14115,0.27,0.22,52.37329,65.09589 +14120,0.31,0.26,54.540543,46.86167 +14125,0.34,0.29,40.455765,40.324562 +14130,0.28,0.22,34.342606,37.93612 +14135,0.34,0.24,29.113491,41.44294 +14140,0.23,0.22,43.441265,57.08393 +14145,0.29,0.25,43.41718,55.42182 +14150,0.23,0.22,41.232697,38.27441 +14155,0.35,0.32,23.157139,26.855642 +14160,0.3,0.27,25.311035,29.877375 +14165,0.32,0.37,36.79351,41.718998 +14170,0.36,0.27,22.980251,25.71548 +14175,0.29,0.27,29.721706,38.451447 +14180,0.25,0.2,51.866833,54.278046 +14185,0.29,0.23,30.457842,39.594425 +14190,0.23,0.3,48.668533,40.90402 +14195,0.28,0.25,35.917675,35.610794 +14200,0.32,0.27,34.42615,38.368195 +14205,0.25,0.25,49.53998,43.594044 +14210,0.31,0.24,24.67668,26.790003 +14215,0.22,0.18,40.821423,46.397213 +14220,0.12,0.21,57.504433,53.503468 +14225,0.24,0.21,64.17105,58.356144 +14230,0.31,0.2,20.530895,22.611588 +14235,0.29,0.27,46.84081,42.72721 +14240,0.34,0.32,38.280224,40.83398 +14245,0.21,0.2,38.497623,42.490402 +14250,0.34,0.24,38.052242,40.84695 +14255,0.38,0.34,10.262295,17.132011 +14260,0.31,0.3,40.275314,45.15902 +14265,0.31,0.27,53.195724,61.20427 +14270,0.14,0.15,42.614193,44.602386 +14275,0.3,0.27,35.62413,44.70103 +14280,0.25,0.27,32.250572,35.60345 +14285,0.19,0.19,74.64124,78.450325 +14290,0.28,0.3,60.52216,49.390736 +14295,0.27,0.27,41.319534,45.625473 +14300,0.31,0.25,36.224663,33.804733 +14305,0.26,0.22,43.49331,39.048893 +14310,0.27,0.19,23.947807,35.447838 +14315,0.3,0.33,50.4567,39.766785 +14320,0.26,0.22,47.252216,53.09373 +14325,0.3,0.2,25.238293,36.619255 +14330,0.3,0.22,34.89526,41.216255 +14335,0.28,0.24,31.290512,37.003334 +14340,0.23,0.33,40.297813,40.456448 +14345,0.28,0.2,46.570766,51.708973 +14350,0.26,0.22,65.8077,57.20738 +14355,0.22,0.23,46.44334,59.962906 +14360,0.29,0.25,37.17942,52.113804 +14365,0.4,0.28,30.20554,39.267365 +14370,0.29,0.15,50.571484,52.9543 +14375,0.15,0.19,72.34816,79.51463 +14380,0.27,0.19,35.057,34.415188 +14385,0.39,0.28,19.575012,34.08046 +14390,0.21,0.31,43.506058,40.717674 +14395,0.22,0.15,44.58213,51.044292 +14400,0.27,0.24,35.363033,38.80413 +14405,0.2,0.21,47.958023,42.406883 +14410,0.22,0.25,57.899,58.275078 +14415,0.31,0.27,24.103716,21.159374 +14420,0.3,0.22,36.801178,47.240753 +14425,0.17,0.27,35.56546,33.895145 +14430,0.32,0.32,45.509262,51.63712 +14435,0.26,0.26,66.22916,73.12347 +14440,0.22,0.28,39.655617,37.059345 +14445,0.18,0.12,61.66041,64.46347 +14450,0.22,0.26,26.05728,34.408115 +14455,0.28,0.29,39.36945,39.214005 +14460,0.25,0.22,32.542953,29.01815 +14465,0.34,0.29,18.908867,24.083145 +14470,0.4,0.29,20.905224,23.430798 +14475,0.3,0.25,55.100475,66.06865 +14480,0.24,0.22,32.52395,33.796223 +14485,0.3,0.27,42.079624,46.438927 +14490,0.24,0.32,31.984465,34.731117 +14495,0.38,0.15,35.99113,47.337242 +14500,0.32,0.23,40.822052,40.918568 +14505,0.31,0.22,51.054306,60.97757 +14510,0.27,0.25,41.26896,43.347187 +14515,0.34,0.28,27.422081,31.037598 +14520,0.21,0.15,50.887398,68.6922 +14525,0.33,0.22,32.532433,42.58486 +14530,0.26,0.25,33.45394,30.271248 +14535,0.19,0.27,43.71151,43.6935 +14540,0.33,0.26,48.951794,60.638363 +14545,0.33,0.29,35.555283,36.21614 +14550,0.34,0.35,34.115597,32.08723 +14555,0.26,0.2,27.574724,33.712208 +14560,0.31,0.28,23.864906,31.149624 +14565,0.22,0.38,50.71122,55.630352 +14570,0.27,0.23,32.990284,40.210915 +14575,0.31,0.27,30.116491,30.51761 +14580,0.3,0.26,39.63708,55.23383 +14585,0.2,0.19,41.644287,59.19609 +14590,0.26,0.27,61.410263,49.262955 +14595,0.33,0.16,35.941586,43.369057 +14600,0.27,0.28,35.079014,34.57859 +14605,0.25,0.27,28.211205,30.86985 +14610,0.33,0.32,35.62948,35.27755 +14615,0.31,0.33,53.540245,48.815468 +14620,0.27,0.27,50.474957,45.68989 +14625,0.28,0.26,43.662613,56.295704 +14630,0.26,0.25,55.317528,57.161427 +14635,0.23,0.22,37.647537,43.870407 +14640,0.23,0.26,23.449268,23.242617 +14645,0.28,0.2,36.841057,36.027157 +14650,0.25,0.21,55.650753,59.696583 +14655,0.26,0.23,48.886074,44.444412 +14660,0.19,0.26,42.507946,37.195473 +14665,0.21,0.16,37.055756,45.292118 +14670,0.19,0.21,54.478146,53.48852 +14675,0.23,0.19,75.97076,65.11626 +14680,0.26,0.3,34.55852,32.460575 +14685,0.29,0.25,25.48968,25.177988 +14690,0.29,0.25,35.34535,46.175186 +14695,0.33,0.27,29.625,31.88522 +14700,0.21,0.25,35.86723,36.317276 +14705,0.28,0.25,34.71265,50.194405 +14710,0.33,0.27,37.757973,49.4467 +14715,0.35,0.35,25.71214,28.985142 +14720,0.33,0.25,28.148916,35.093292 +14725,0.24,0.24,53.715122,60.832565 +14730,0.29,0.28,36.687317,48.57586 +14735,0.34,0.26,41.42502,48.41026 +14740,0.25,0.23,47.694347,39.362926 +14745,0.18,0.23,56.27317,54.25331 +14750,0.32,0.23,34.61254,43.313286 +14755,0.33,0.3,32.470993,39.377235 +14760,0.3,0.26,33.923893,42.80338 +14765,0.25,0.21,53.731567,60.244213 +14770,0.29,0.22,42.683556,46.25668 +14775,0.22,0.27,38.855095,40.24663 +14780,0.37,0.29,24.075777,31.840815 +14785,0.29,0.27,39.523346,48.934635 +14790,0.28,0.42,35.474083,29.199255 +14795,0.24,0.22,33.54816,37.963184 +14800,0.26,0.28,60.71591,52.77561 +14805,0.27,0.26,36.63231,40.763622 +14810,0.24,0.19,54.263065,59.53408 +14815,0.29,0.23,41.789974,58.1288 +14820,0.26,0.14,36.337894,44.16969 +14825,0.19,0.21,41.583176,50.041237 +14830,0.28,0.32,33.424854,33.212227 +14835,0.28,0.31,36.70743,28.121939 +14840,0.32,0.25,32.865868,33.153786 +14845,0.26,0.2,34.208256,36.981434 +14850,0.3,0.27,28.149067,32.089424 +14855,0.24,0.26,50.463417,49.911568 +14860,0.34,0.26,27.331165,28.17794 +14865,0.28,0.29,34.114594,36.26411 +14870,0.3,0.24,44.500214,48.876278 +14875,0.22,0.2,55.297752,61.314842 +14880,0.26,0.22,51.5954,50.08812 +14885,0.31,0.28,28.120327,25.504807 +14890,0.33,0.34,45.25795,50.199615 +14895,0.29,0.18,30.942957,41.725353 +14900,0.29,0.27,35.42911,34.704952 +14905,0.27,0.2,32.80667,32.934464 +14910,0.23,0.22,45.525047,42.265656 +14915,0.34,0.32,29.458784,34.51969 +14920,0.44,0.26,30.134077,44.3803 +14925,0.17,0.24,63.800503,65.14707 +14930,0.24,0.23,36.039722,36.43385 +14935,0.34,0.29,47.702793,45.502575 +14940,0.23,0.3,52.36292,45.91492 +14945,0.33,0.22,35.702057,41.27809 +14950,0.31,0.29,31.450804,31.460356 +14955,0.36,0.29,49.30035,68.32539 +14960,0.27,0.23,38.752827,43.122818 +14965,0.29,0.29,35.613144,42.902443 +14970,0.21,0.1,47.982227,66.86097 +14975,0.32,0.25,45.287148,60.37439 +14980,0.22,0.31,36.110992,36.92964 +14985,0.2,0.3,53.401466,67.26098 +14990,0.32,0.27,44.693233,53.63363 +14995,0.26,0.2,45.092148,48.369488 +15000,0.39,0.33,45.36386,43.299137 +15005,0.3,0.3,40.801014,46.921314 +15010,0.3,0.27,44.666237,46.118176 +15015,0.29,0.22,30.686445,43.556465 +15020,0.24,0.22,34.88701,42.353043 +15025,0.29,0.25,25.71733,33.106968 +15030,0.24,0.26,53.64778,58.496857 +15035,0.3,0.31,34.646786,35.446453 +15040,0.25,0.24,45.798275,42.64298 +15045,0.32,0.18,33.300438,38.220036 +15050,0.17,0.18,51.002228,51.118332 +15055,0.28,0.23,43.747574,47.46441 +15060,0.21,0.21,44.538746,39.804718 +15065,0.3,0.25,27.348783,30.048538 +15070,0.2,0.23,49.25286,44.222984 +15075,0.21,0.19,28.488089,40.119728 +15080,0.3,0.34,39.921535,47.641808 +15085,0.15,0.18,47.11609,57.944218 +15090,0.3,0.3,31.581127,33.04658 +15095,0.25,0.24,43.976685,39.490894 +15100,0.29,0.22,39.04901,48.665718 +15105,0.25,0.27,52.483986,50.9468 +15110,0.25,0.31,23.205835,26.485756 +15115,0.24,0.3,36.59915,31.176075 +15120,0.23,0.18,66.67281,67.48731 +15125,0.2,0.23,37.31075,45.44094 +15130,0.27,0.17,44.44126,40.7137 +15135,0.31,0.28,26.805862,28.500496 +15140,0.36,0.25,24.358244,29.013508 +15145,0.37,0.26,25.44416,30.730972 +15150,0.31,0.31,34.58236,34.44825 +15155,0.31,0.2,46.555763,41.814888 +15160,0.35,0.21,41.613926,37.094418 +15165,0.26,0.24,65.13658,67.95353 +15170,0.28,0.23,28.129152,35.390125 +15175,0.25,0.25,37.44679,42.83072 +15180,0.34,0.26,36.33385,44.36956 +15185,0.34,0.3,55.55326,51.629765 +15190,0.28,0.33,40.644276,34.935387 +15195,0.21,0.22,47.22063,43.11869 +15200,0.31,0.28,53.594738,48.85707 +15205,0.33,0.28,39.133602,32.79151 +15210,0.33,0.26,27.140871,35.141083 +15215,0.3,0.32,53.9204,39.25008 +15220,0.13,0.15,72.499245,65.8158 +15225,0.32,0.28,35.348854,40.027367 +15230,0.24,0.21,37.08434,38.203205 +15235,0.26,0.27,31.333643,34.728867 +15240,0.3,0.39,27.195286,23.379755 +15245,0.23,0.24,31.714373,39.281815 +15250,0.26,0.26,82.66414,63.917076 +15255,0.2,0.2,52.603065,59.816055 +15260,0.16,0.16,37.937477,37.732777 +15265,0.32,0.29,48.569653,60.27565 +15270,0.33,0.2,47.83247,65.418816 +15275,0.27,0.27,34.377605,35.384205 +15280,0.37,0.35,23.700151,29.061409 +15285,0.28,0.23,42.244057,58.300377 +15290,0.3,0.3,55.77039,51.827847 +15295,0.26,0.17,36.841022,44.735016 +15300,0.23,0.26,39.574017,37.376053 +15305,0.42,0.29,32.742054,43.42162 +15310,0.22,0.23,42.65594,43.68353 +15315,0.25,0.27,54.930023,71.212654 +15320,0.36,0.21,29.971058,36.01574 +15325,0.37,0.33,34.791348,37.967308 +15330,0.37,0.33,31.062294,27.748909 +15335,0.35,0.29,26.03807,28.295612 +15340,0.33,0.3,35.573612,36.482513 +15345,0.26,0.17,63.92498,79.25679 +15350,0.23,0.22,57.872715,48.71878 +15355,0.32,0.26,35.21731,37.487686 +15360,0.35,0.23,44.702354,51.98459 +15365,0.33,0.31,27.761415,34.42548 +15370,0.24,0.21,51.893322,43.3136 +15375,0.28,0.27,45.87723,53.404415 +15380,0.24,0.25,45.749687,40.81483 +15385,0.25,0.25,44.64502,50.75798 +15390,0.26,0.23,70.986176,65.716866 +15395,0.36,0.18,22.851015,37.704838 +15400,0.29,0.3,34.764576,44.743526 +15405,0.32,0.25,42.473457,60.210827 +15410,0.38,0.3,29.348162,30.282255 +15415,0.34,0.39,19.338547,20.950184 +15420,0.24,0.17,47.035683,57.311844 +15425,0.3,0.19,44.097343,60.34907 +15430,0.18,0.17,55.355206,57.433384 +15435,0.18,0.22,50.682842,50.967686 +15440,0.19,0.22,62.717464,60.01217 +15445,0.25,0.18,51.025936,55.635353 +15450,0.21,0.26,49.046738,47.03916 +15455,0.24,0.32,60.346203,43.794334 +15460,0.3,0.25,41.04917,38.416428 +15465,0.25,0.28,54.547626,50.353115 +15470,0.28,0.21,27.852455,31.21052 +15475,0.4,0.21,32.82727,38.069916 +15480,0.31,0.17,33.945282,51.52837 +15485,0.26,0.19,42.976406,51.790104 +15490,0.27,0.26,34.31747,31.585112 +15495,0.31,0.22,34.610943,40.175915 +15500,0.32,0.32,41.82577,44.99674 +15505,0.21,0.3,72.89573,67.796776 +15510,0.26,0.27,45.560062,46.944756 +15515,0.36,0.42,52.681786,55.48626 +15520,0.22,0.22,55.29721,54.229294 +15525,0.25,0.19,57.369614,61.920914 +15530,0.39,0.36,38.745255,32.28415 +15535,0.26,0.22,28.56794,34.42826 +15540,0.26,0.3,34.623577,32.994064 +15545,0.26,0.27,35.950947,39.03343 +15550,0.3,0.27,42.441402,39.161037 +15555,0.22,0.23,37.534225,34.585426 +15560,0.38,0.2,25.972206,37.85293 +15565,0.36,0.37,26.303736,27.621925 +15570,0.23,0.3,42.489258,47.90194 +15575,0.17,0.19,43.54176,52.803013 +15580,0.29,0.27,43.845604,41.250298 +15585,0.39,0.26,53.553017,53.57162 +15590,0.38,0.29,39.835873,39.903934 +15595,0.22,0.14,41.90445,50.86937 +15600,0.22,0.25,44.17235,50.07969 +15605,0.31,0.26,35.617702,47.136497 +15610,0.23,0.28,42.52896,39.79198 +15615,0.32,0.27,44.34914,53.504906 +15620,0.3,0.25,28.556189,35.56927 +15625,0.33,0.26,28.437492,35.517693 +15630,0.3,0.2,42.067886,44.18688 +15635,0.33,0.28,30.074741,47.02921 +15640,0.22,0.28,38.710934,33.449455 +15645,0.33,0.25,39.19044,48.433647 +15650,0.3,0.31,35.958588,32.940784 +15655,0.2,0.21,34.54033,38.517044 +15660,0.3,0.26,24.459723,30.828354 +15665,0.32,0.31,34.49405,43.75438 +15670,0.24,0.23,56.71825,66.24863 +15675,0.27,0.26,35.807816,36.331287 +15680,0.35,0.31,35.071526,39.35303 +15685,0.2,0.18,47.247562,44.426754 +15690,0.29,0.36,20.226158,17.944862 +15695,0.27,0.21,49.980347,54.529423 +15700,0.31,0.23,69.7589,60.560287 +15705,0.21,0.26,46.042225,52.602886 +15710,0.24,0.23,42.415695,41.151894 +15715,0.33,0.26,27.775074,34.02176 +15720,0.21,0.28,46.08595,47.118076 +15725,0.16,0.23,57.020058,59.718487 +15730,0.21,0.23,31.599585,39.26615 +15735,0.27,0.25,26.948912,45.441574 +15740,0.31,0.34,21.329424,21.139294 +15745,0.29,0.18,31.437233,47.527634 +15750,0.32,0.29,36.098686,41.933273 +15755,0.21,0.23,43.514816,44.8945 +15760,0.19,0.21,59.17827,55.84954 +15765,0.19,0.18,51.50876,57.046024 +15770,0.3,0.15,35.851105,47.877773 +15775,0.16,0.14,43.548443,42.92423 +15780,0.28,0.3,35.38735,39.009235 +15785,0.26,0.24,38.855778,39.36712 +15790,0.35,0.36,31.244469,30.651417 +15795,0.29,0.22,50.529476,58.617603 +15800,0.24,0.24,35.550697,37.59005 +15805,0.38,0.3,27.999058,30.54855 +15810,0.29,0.26,38.541325,44.104317 +15815,0.25,0.26,32.968655,34.4691 +15820,0.18,0.17,51.78177,44.40156 +15825,0.29,0.3,53.14033,43.629147 +15830,0.23,0.15,49.716324,53.45044 +15835,0.4,0.35,27.281527,32.890125 +15840,0.18,0.25,79.13095,83.476326 +15845,0.28,0.19,48.577953,49.753716 +15850,0.31,0.3,41.56946,41.327114 +15855,0.29,0.27,45.550507,54.648052 +15860,0.25,0.23,32.500362,33.773834 +15865,0.32,0.35,27.647306,28.066425 +15870,0.2,0.17,52.30623,56.870586 +15875,0.38,0.28,26.248663,38.98579 +15880,0.24,0.33,27.371855,23.940893 +15885,0.32,0.36,49.938507,51.504395 +15890,0.32,0.25,38.883583,46.510777 +15895,0.28,0.23,38.44841,43.379704 +15900,0.39,0.33,36.63278,33.50752 +15905,0.28,0.23,76.39868,69.7196 +15910,0.25,0.2,41.367554,45.174767 +15915,0.23,0.24,58.76578,58.71077 +15920,0.25,0.21,46.534176,55.518314 +15925,0.27,0.21,24.110249,28.26329 +15930,0.2,0.22,55.650543,66.21954 +15935,0.26,0.25,30.292234,32.489655 +15940,0.34,0.25,36.68093,46.492447 +15945,0.26,0.24,45.317623,46.670486 +15950,0.38,0.28,21.20038,22.86126 +15955,0.2,0.29,45.00787,51.520523 +15960,0.27,0.18,39.07345,42.635487 +15965,0.3,0.36,46.486767,47.492153 +15970,0.35,0.3,31.619972,40.884853 +15975,0.32,0.21,32.043674,41.70933 +15980,0.27,0.21,44.586845,48.566322 +15985,0.25,0.25,36.53909,40.92006 +15990,0.19,0.27,60.330887,50.681583 +15995,0.23,0.15,44.64042,53.97266 +16000,0.37,0.3,22.138523,27.65757 +16005,0.33,0.26,38.805687,42.35625 +16010,0.36,0.32,29.284824,33.043533 +16015,0.36,0.36,27.799305,29.0757 +16020,0.18,0.26,43.550594,35.73512 +16025,0.32,0.3,29.74291,37.386257 +16030,0.34,0.34,28.896828,34.988255 +16035,0.28,0.3,74.98787,63.535267 +16040,0.32,0.26,33.233063,35.376705 +16045,0.2,0.23,41.29006,47.705326 +16050,0.23,0.19,40.292225,41.8753 +16055,0.33,0.29,45.886436,52.0557 +16060,0.33,0.21,25.057869,35.806652 +16065,0.26,0.25,57.500465,66.08125 +16070,0.3,0.15,35.102287,41.08229 +16075,0.34,0.24,46.77799,47.50416 +16080,0.23,0.25,33.953255,32.681725 +16085,0.26,0.19,41.487938,50.098114 +16090,0.35,0.33,32.359196,32.367516 +16095,0.28,0.19,34.70913,41.313908 +16100,0.37,0.28,33.772972,42.564518 +16105,0.29,0.24,38.073025,45.365166 +16110,0.21,0.2,41.477592,55.4948 +16115,0.27,0.29,59.07199,51.41548 +16120,0.18,0.17,54.322235,56.10181 +16125,0.34,0.24,31.970848,42.13463 +16130,0.38,0.32,28.770596,31.861399 +16135,0.3,0.28,30.321081,32.598793 +16140,0.24,0.38,54.2493,44.941387 +16145,0.22,0.17,46.824013,56.049282 +16150,0.36,0.27,23.863226,23.08618 +16155,0.25,0.19,45.922817,53.293346 +16160,0.19,0.27,59.2119,51.60176 +16165,0.29,0.25,52.985146,72.57767 +16170,0.15,0.16,43.92645,43.926422 +16175,0.34,0.3,18.83913,23.369194 +16180,0.26,0.3,48.173927,39.512413 +16185,0.33,0.17,49.414017,55.754505 +16190,0.36,0.26,29.624367,37.307823 +16195,0.26,0.19,40.559193,48.04347 +16200,0.22,0.26,40.023033,42.63947 +16205,0.27,0.23,30.24955,31.360882 +16210,0.24,0.21,49.762554,51.11504 +16215,0.25,0.32,64.7232,64.2905 +16220,0.31,0.3,30.475157,32.225258 +16225,0.22,0.15,62.158657,66.50831 +16230,0.25,0.15,51.645294,49.954803 +16235,0.31,0.36,34.240776,46.032547 +16240,0.26,0.24,55.619408,56.307953 +16245,0.29,0.21,54.96328,63.257427 +16250,0.25,0.18,53.93256,63.479317 +16255,0.27,0.33,55.90951,46.030674 +16260,0.24,0.2,38.708694,37.869022 +16265,0.18,0.22,33.64279,38.697575 +16270,0.36,0.31,21.673084,24.027678 +16275,0.24,0.19,46.816406,50.343327 +16280,0.25,0.18,41.8557,38.399464 +16285,0.27,0.29,43.349194,46.94472 +16290,0.21,0.24,61.468395,52.9071 +16295,0.51,0.21,30.476395,54.330948 +16300,0.3,0.26,27.935415,31.29181 +16305,0.35,0.3,35.384396,48.170986 +16310,0.31,0.3,32.290623,36.865322 +16315,0.34,0.32,42.1076,43.716854 +16320,0.35,0.23,48.6724,61.883717 +16325,0.32,0.23,45.67659,61.347633 +16330,0.31,0.22,43.738792,43.963226 +16335,0.17,0.19,54.93525,53.064564 +16340,0.38,0.38,28.13897,26.891125 +16345,0.22,0.18,52.675255,58.05783 +16350,0.31,0.24,43.212418,44.201103 +16355,0.22,0.23,41.46825,50.201122 +16360,0.29,0.34,43.075768,40.831882 +16365,0.28,0.3,41.805626,49.092453 +16370,0.26,0.25,35.62815,32.63694 +16375,0.34,0.27,58.688236,64.7 +16380,0.2,0.13,57.851795,75.76576 +16385,0.25,0.28,50.9423,43.64396 +16390,0.22,0.23,36.751514,38.43577 +16395,0.36,0.18,26.702085,35.481915 +16400,0.28,0.32,33.63698,29.53136 +16405,0.28,0.16,50.941147,55.784866 +16410,0.3,0.29,34.605755,31.541292 +16415,0.23,0.18,55.325043,63.581318 +16420,0.23,0.19,63.809017,66.74183 +16425,0.19,0.18,57.599987,76.05335 +16430,0.27,0.25,41.743736,42.32726 +16435,0.28,0.23,30.388863,32.451653 +16440,0.22,0.3,34.97956,32.282597 +16445,0.24,0.21,32.976517,32.049774 +16450,0.25,0.21,25.814314,35.629982 +16455,0.26,0.3,38.320004,39.717934 +16460,0.29,0.32,18.262722,21.53308 +16465,0.27,0.22,47.544174,44.810127 +16470,0.19,0.27,57.07977,48.230766 +16475,0.21,0.22,77.24575,68.47108 +16480,0.31,0.24,34.64801,38.19879 +16485,0.37,0.27,49.517914,53.72523 +16490,0.36,0.33,27.617441,28.970745 +16495,0.36,0.28,32.755207,32.20643 +16500,0.23,0.18,39.817974,43.873325 +16505,0.34,0.27,48.248898,51.122124 +16510,0.15,0.19,53.192436,55.20044 +16515,0.32,0.33,33.733906,45.217453 +16520,0.25,0.13,33.10489,40.69489 +16525,0.37,0.31,46.782402,56.505394 +16530,0.35,0.35,31.848423,25.184717 +16535,0.27,0.24,30.770615,38.14351 +16540,0.32,0.28,39.516808,42.853214 +16545,0.38,0.23,31.262398,32.75693 +16550,0.31,0.32,44.583427,42.25044 +16555,0.36,0.27,40.83015,46.762962 +16560,0.24,0.22,37.570385,38.861073 +16565,0.28,0.18,49.416306,70.02399 +16570,0.19,0.1,60.432255,63.073376 +16575,0.18,0.24,55.670742,61.368473 +16580,0.23,0.26,30.672077,28.635632 +16585,0.28,0.27,41.43023,50.03223 +16590,0.29,0.37,45.580044,44.350777 +16595,0.25,0.28,68.40791,83.378265 +16600,0.22,0.23,86.95554,83.54665 +16605,0.23,0.24,52.145947,50.760815 +16610,0.25,0.2,32.393215,37.796234 +16615,0.22,0.23,43.65515,43.65878 +16620,0.25,0.21,43.94784,55.02968 +16625,0.25,0.23,35.518143,44.25616 +16630,0.28,0.26,29.596346,34.789368 +16635,0.26,0.23,53.153267,56.446144 +16640,0.19,0.22,45.750977,38.70524 +16645,0.22,0.18,62.152958,65.427185 +16650,0.29,0.24,37.246174,34.323708 +16655,0.28,0.24,34.758873,37.126183 +16660,0.22,0.3,50.835487,44.760685 +16665,0.22,0.16,37.75427,46.17132 +16670,0.24,0.29,32.15666,34.050743 +16675,0.34,0.24,37.721085,50.896976 +16680,0.25,0.26,49.798607,49.552467 +16685,0.34,0.26,45.770443,62.479427 +16690,0.25,0.27,33.766735,33.152218 +16695,0.3,0.17,38.68943,41.893578 +16700,0.24,0.22,45.005585,49.055332 +16705,0.23,0.28,64.21409,49.153305 +16710,0.28,0.24,42.285614,39.06847 +16715,0.28,0.31,39.812244,50.113827 +16720,0.41,0.31,37.864517,41.66676 +16725,0.41,0.3,36.697643,46.03904 +16730,0.22,0.26,53.941654,45.465588 +16735,0.23,0.25,51.239777,61.7777 +16740,0.24,0.26,29.282246,27.661856 +16745,0.37,0.22,29.498245,47.226734 +16750,0.22,0.26,37.68257,44.749302 +16755,0.32,0.21,35.037018,41.82269 +16760,0.35,0.3,26.05318,35.654503 +16765,0.34,0.35,26.676647,24.683983 +16770,0.35,0.27,35.31996,47.05512 +16775,0.3,0.3,35.455093,41.19272 +16780,0.27,0.27,52.659718,57.281002 +16785,0.19,0.23,50.698387,58.565224 +16790,0.22,0.21,64.96297,70.9711 +16795,0.29,0.22,39.625153,48.746674 +16800,0.26,0.22,32.68383,33.08105 +16805,0.24,0.24,49.942833,52.573204 +16810,0.18,0.29,61.221806,68.75738 +16815,0.34,0.25,32.32027,33.168167 +16820,0.31,0.15,33.345394,37.209362 +16825,0.31,0.29,28.178652,36.280464 +16830,0.13,0.15,66.62027,64.92366 +16835,0.26,0.21,55.160263,80.13892 +16840,0.18,0.23,52.792744,51.692505 +16845,0.32,0.21,32.054165,42.24895 +16850,0.28,0.23,41.14642,44.546383 +16855,0.36,0.32,35.776493,42.719025 +16860,0.32,0.22,51.60438,52.90601 +16865,0.14,0.1,53.706223,63.031593 +16870,0.23,0.22,51.924503,59.802067 +16875,0.24,0.23,63.319313,66.10255 +16880,0.33,0.31,58.862343,55.259327 +16885,0.28,0.25,39.04656,56.393173 +16890,0.25,0.27,45.19859,41.966312 +16895,0.29,0.2,26.552063,35.463154 +16900,0.27,0.28,32.783703,34.09249 +16905,0.33,0.3,40.894196,43.28526 +16910,0.27,0.3,27.229013,32.72885 +16915,0.28,0.23,44.22988,49.348953 +16920,0.19,0.24,57.050587,49.498642 +16925,0.22,0.26,45.229435,39.865875 +16930,0.25,0.38,52.616783,43.659874 +16935,0.36,0.23,54.63245,52.10143 +16940,0.29,0.29,41.039154,42.291885 +16945,0.41,0.23,22.805262,34.5274 +16950,0.28,0.21,50.203514,53.308205 +16955,0.34,0.19,40.81021,60.524593 +16960,0.39,0.32,20.942354,27.823463 +16965,0.24,0.25,44.593338,49.6394 +16970,0.31,0.25,27.513884,35.765133 +16975,0.23,0.21,63.44447,60.08993 +16980,0.25,0.27,37.983505,35.968517 +16985,0.27,0.24,53.5548,56.998966 +16990,0.22,0.24,50.06997,44.47315 +16995,0.21,0.17,40.264515,49.4485 +17000,0.3,0.38,47.34547,41.177074 +17005,0.31,0.26,36.671547,39.330563 +17010,0.27,0.24,30.988958,33.53258 +17015,0.31,0.33,36.166237,33.431026 +17020,0.29,0.21,38.528885,45.702194 +17025,0.21,0.19,50.478233,49.05288 +17030,0.21,0.26,34.906864,32.79542 +17035,0.31,0.21,26.00346,35.34612 +17040,0.24,0.34,52.946346,42.373035 +17045,0.24,0.22,31.211454,36.155544 +17050,0.24,0.26,44.809147,51.04093 +17055,0.25,0.2,45.277184,49.255043 +17060,0.28,0.19,47.807426,43.506832 +17065,0.32,0.28,30.545889,32.93703 +17070,0.31,0.21,37.194656,50.638412 +17075,0.25,0.23,41.715763,45.445423 +17080,0.22,0.21,44.329273,44.449905 +17085,0.29,0.2,57.454796,78.47654 +17090,0.36,0.31,22.424107,25.6658 +17095,0.36,0.22,41.82516,52.606956 +17100,0.29,0.3,27.669722,34.109238 +17105,0.26,0.3,27.821505,30.914696 +17110,0.26,0.24,44.768856,44.50576 +17115,0.26,0.25,48.445675,49.187023 +17120,0.31,0.19,35.18783,46.680172 +17125,0.4,0.24,48.74718,57.814484 +17130,0.28,0.2,61.625267,63.687313 +17135,0.31,0.27,47.84233,36.424824 +17140,0.33,0.34,31.153921,28.737055 +17145,0.3,0.24,50.4401,52.274902 +17150,0.27,0.2,64.31696,59.490253 +17155,0.39,0.29,27.659687,31.799517 +17160,0.35,0.32,19.200674,20.707922 +17165,0.31,0.28,29.043198,37.604416 +17170,0.3,0.24,48.18667,38.243874 +17175,0.24,0.3,55.166763,51.812042 +17180,0.29,0.28,48.824615,48.17873 +17185,0.3,0.25,42.667824,42.513878 +17190,0.17,0.25,78.06605,64.236755 +17195,0.35,0.16,29.542192,45.785023 +17200,0.25,0.26,29.82322,30.620527 +17205,0.31,0.3,43.358265,50.757294 +17210,0.3,0.27,30.433168,37.504223 +17215,0.37,0.35,17.491999,18.439821 +17220,0.32,0.28,39.255783,57.907333 +17225,0.23,0.25,50.909916,60.209736 +17230,0.16,0.23,61.796608,57.76973 +17235,0.25,0.26,54.193436,40.96442 +17240,0.24,0.26,40.078712,36.686283 +17245,0.28,0.2,42.35951,44.778934 +17250,0.22,0.26,50.330284,50.41269 +17255,0.29,0.26,34.35952,33.71177 +17260,0.25,0.28,28.949684,32.54974 +17265,0.37,0.29,39.451096,54.76312 +17270,0.27,0.25,47.95872,41.60022 +17275,0.3,0.19,40.324203,61.0603 +17280,0.15,0.17,53.598923,48.631763 +17285,0.28,0.26,34.616524,40.99371 +17290,0.35,0.43,28.945566,30.580608 +17295,0.27,0.19,44.62804,53.2274 +17300,0.26,0.21,31.124035,30.473808 +17305,0.31,0.28,32.41909,32.421986 +17310,0.34,0.29,45.675903,48.347813 +17315,0.13,0.11,61.277218,68.1528 +17320,0.23,0.15,60.523537,75.03017 +17325,0.33,0.26,37.954582,47.829838 +17330,0.32,0.26,47.5184,53.226723 +17335,0.23,0.22,36.968697,37.465866 +17340,0.22,0.32,61.93789,53.650253 +17345,0.36,0.23,34.924854,41.53901 +17350,0.29,0.24,30.708426,28.96168 +17355,0.25,0.23,29.043816,35.955902 +17360,0.36,0.34,30.645971,33.067215 +17365,0.25,0.33,34.302807,39.108646 +17370,0.21,0.29,57.021976,49.11019 +17375,0.27,0.18,35.47217,37.142067 +17380,0.22,0.34,29.169859,30.19698 +17385,0.33,0.26,32.64976,50.834835 +17390,0.29,0.28,37.293262,39.97553 +17395,0.37,0.21,30.635876,52.902428 +17400,0.31,0.27,42.675743,44.957565 +17405,0.33,0.18,39.489986,40.482742 +17410,0.3,0.26,42.58473,43.863148 +17415,0.37,0.29,34.203186,46.795456 +17420,0.32,0.26,34.602894,36.65303 +17425,0.33,0.28,55.927444,59.646584 +17430,0.27,0.15,46.594193,56.98556 +17435,0.35,0.22,65.68017,64.108864 +17440,0.25,0.28,62.718674,59.242973 +17445,0.29,0.25,34.70328,34.409134 +17450,0.3,0.29,40.514565,41.19903 +17455,0.27,0.27,42.94664,56.101234 +17460,0.36,0.24,36.425697,42.646828 +17465,0.35,0.37,59.744522,42.427 +17470,0.15,0.17,46.4281,46.93721 +17475,0.33,0.28,35.993977,43.464947 +17480,0.27,0.32,37.241634,34.477814 +17485,0.29,0.33,38.532654,38.67513 +17490,0.25,0.34,40.617107,35.906017 +17495,0.24,0.22,47.088417,56.333492 +17500,0.3,0.27,61.98908,58.69524 +17505,0.21,0.19,37.32779,48.54177 +17510,0.23,0.21,50.340885,55.495277 +17515,0.35,0.34,31.357721,35.73448 +17520,0.18,0.19,37.77547,41.957138 +17525,0.31,0.31,38.632973,36.98466 +17530,0.37,0.29,22.393618,22.02324 +17535,0.42,0.19,29.050539,40.899242 +17540,0.32,0.38,45.820534,41.41315 +17545,0.23,0.23,46.977695,46.481842 +17550,0.32,0.31,36.835194,35.550552 +17555,0.22,0.25,40.194202,43.612125 +17560,0.33,0.31,22.107473,21.136116 +17565,0.35,0.31,26.472973,36.892384 +17570,0.32,0.13,28.641916,35.9588 +17575,0.29,0.19,49.905727,55.858517 +17580,0.39,0.33,31.837196,36.514053 +17585,0.34,0.26,58.55143,64.2053 +17590,0.25,0.36,22.71167,23.686108 +17595,0.33,0.15,59.254288,76.038 +17600,0.19,0.22,54.531525,49.006027 +17605,0.29,0.29,29.989555,37.365967 +17610,0.22,0.29,35.62773,30.29856 +17615,0.3,0.32,31.36154,36.783657 +17620,0.21,0.12,38.401592,42.218403 +17625,0.18,0.14,55.29479,63.288887 +17630,0.19,0.19,46.738304,46.5366 +17635,0.3,0.31,53.880646,51.69976 +17640,0.27,0.3,45.107735,40.493763 +17645,0.37,0.19,30.891958,48.654907 +17650,0.22,0.27,35.597645,35.51622 +17655,0.28,0.34,32.829483,41.507328 +17660,0.23,0.25,43.232895,48.067516 +17665,0.31,0.34,31.368992,28.94413 +17670,0.35,0.19,42.06422,60.490883 +17675,0.32,0.17,55.74486,71.34255 +17680,0.28,0.3,25.653715,25.133598 +17685,0.24,0.22,41.7368,51.2914 +17690,0.33,0.32,34.78032,40.832138 +17695,0.32,0.24,37.073,36.338726 +17700,0.2,0.25,60.682064,55.693836 +17705,0.24,0.27,34.91405,39.598305 +17710,0.3,0.26,37.964912,33.5462 +17715,0.27,0.3,53.180405,57.323154 +17720,0.4,0.17,43.924873,54.532978 +17725,0.28,0.32,30.142315,30.06559 +17730,0.27,0.19,43.884296,61.10729 +17735,0.29,0.32,26.226404,22.634827 +17740,0.29,0.25,30.055307,36.266056 +17745,0.29,0.2,51.913467,66.6824 +17750,0.31,0.28,38.176228,35.064034 +17755,0.29,0.28,48.941483,54.657417 +17760,0.31,0.25,36.17854,43.09791 +17765,0.33,0.28,45.951557,50.887466 +17770,0.35,0.29,40.472633,33.864548 +17775,0.29,0.22,45.486366,49.87737 +17780,0.33,0.35,48.95245,42.51899 +17785,0.3,0.25,28.277765,27.72582 +17790,0.27,0.36,32.64035,30.448559 +17795,0.26,0.21,34.55007,37.17197 +17800,0.3,0.3,39.337112,48.90998 +17805,0.25,0.19,35.02048,36.676083 +17810,0.36,0.29,33.572838,48.50248 +17815,0.28,0.31,29.325096,34.61067 +17820,0.24,0.16,45.16781,47.878212 +17825,0.26,0.23,42.8575,50.03379 +17830,0.23,0.23,59.46899,57.59979 +17835,0.26,0.17,47.395607,47.726337 +17840,0.22,0.2,53.173683,58.080303 +17845,0.24,0.16,37.77515,49.54621 +17850,0.3,0.32,38.026703,37.532234 +17855,0.31,0.31,27.811766,26.919695 +17860,0.32,0.27,22.741177,39.488262 +17865,0.29,0.27,39.455334,51.041073 +17870,0.3,0.24,22.452742,27.482628 +17875,0.33,0.28,40.91223,42.725468 +17880,0.27,0.26,26.921392,23.611982 +17885,0.37,0.25,27.132578,36.78545 +17890,0.35,0.32,62.776318,54.41737 +17895,0.39,0.25,30.493698,37.442516 +17900,0.33,0.28,42.674023,44.390987 +17905,0.27,0.26,30.499548,33.54729 +17910,0.28,0.24,39.926056,47.71442 +17915,0.26,0.28,47.20736,52.108086 +17920,0.17,0.19,44.830822,52.688076 +17925,0.24,0.28,37.80876,46.848194 +17930,0.22,0.15,42.97362,54.629147 +17935,0.28,0.29,51.456215,51.906796 +17940,0.27,0.36,50.4534,52.87387 +17945,0.21,0.18,60.792294,56.830235 +17950,0.3,0.27,38.194046,34.57012 +17955,0.25,0.24,47.05048,57.281147 +17960,0.26,0.26,41.093067,53.191982 +17965,0.36,0.16,44.9703,67.872635 +17970,0.24,0.22,43.36292,43.66665 +17975,0.17,0.19,42.67705,47.237232 +17980,0.26,0.28,41.53749,38.44623 +17985,0.4,0.27,23.460186,33.33725 +17990,0.29,0.31,30.803001,37.190765 +17995,0.3,0.21,33.95823,46.596 +18000,0.26,0.28,25.329779,24.27905 +18005,0.3,0.31,29.979181,32.01774 +18010,0.28,0.29,33.407486,35.67945 +18015,0.29,0.33,36.626877,31.753334 +18020,0.26,0.24,29.384243,35.02844 +18025,0.24,0.28,56.77439,55.504707 +18030,0.26,0.15,36.327404,38.406857 +18035,0.31,0.22,41.247902,54.64884 +18040,0.18,0.28,56.26149,45.11797 +18045,0.34,0.23,54.971813,63.305016 +18050,0.28,0.17,39.95462,55.29498 +18055,0.28,0.29,59.268818,50.41165 +18060,0.22,0.27,43.56335,36.55433 +18065,0.26,0.27,71.519844,79.109695 +18070,0.46,0.3,25.062908,37.483734 +18075,0.28,0.25,33.83577,36.710304 +18080,0.18,0.21,46.07896,40.366833 +18085,0.3,0.23,39.017006,50.61892 +18090,0.21,0.26,44.556908,42.430893 +18095,0.39,0.17,40.910286,72.42409 +18100,0.31,0.31,36.221416,43.56207 +18105,0.22,0.3,35.02211,39.91507 +18110,0.19,0.19,26.889946,33.00481 +18115,0.23,0.21,42.922802,47.96629 +18120,0.38,0.21,43.41077,62.43007 +18125,0.17,0.16,73.362,65.19658 +18130,0.15,0.18,56.753086,52.432186 +18135,0.26,0.25,41.722755,44.15377 +18140,0.25,0.28,40.90489,41.613983 +18145,0.33,0.19,44.485386,47.507378 +18150,0.26,0.26,31.42409,33.93234 +18155,0.24,0.29,42.30047,46.84434 +18160,0.27,0.3,25.335154,31.944118 +18165,0.39,0.27,35.82129,45.951786 +18170,0.26,0.28,48.399,41.05857 +18175,0.31,0.27,28.641157,32.83633 +18180,0.27,0.21,38.568558,44.335815 +18185,0.26,0.28,35.512676,47.53195 +18190,0.35,0.39,25.681578,23.98686 +18195,0.26,0.22,40.480156,56.228073 +18200,0.42,0.37,30.366753,36.902134 +18205,0.24,0.3,48.915627,51.3855 +18210,0.27,0.22,36.00016,40.681664 +18215,0.39,0.33,43.723175,43.173023 +18220,0.32,0.32,45.136738,35.708664 +18225,0.24,0.22,31.09461,40.881824 +18230,0.32,0.23,50.146343,47.019527 +18235,0.14,0.17,59.48777,68.78365 +18240,0.27,0.28,41.101086,36.11309 +18245,0.29,0.22,28.573524,31.586294 +18250,0.21,0.27,42.764023,46.719254 +18255,0.36,0.24,30.279907,35.038036 +18260,0.25,0.26,46.432774,53.92214 +18265,0.22,0.25,46.043423,31.910337 +18270,0.24,0.25,41.713955,39.239674 +18275,0.19,0.25,61.069298,58.241135 +18280,0.21,0.22,44.073524,40.992413 +18285,0.26,0.24,35.999954,36.030872 +18290,0.26,0.29,37.555283,41.843643 +18295,0.31,0.22,41.610363,43.484474 +18300,0.34,0.28,36.56359,39.09377 +18305,0.44,0.29,20.307802,36.353676 +18310,0.38,0.28,39.215645,37.167133 +18315,0.32,0.26,30.369095,36.504486 +18320,0.2,0.21,30.516457,30.613035 +18325,0.34,0.32,49.05033,54.55967 +18330,0.27,0.27,31.648212,28.593369 +18335,0.22,0.23,39.374184,35.582542 +18340,0.3,0.32,42.09853,43.492306 +18345,0.2,0.16,43.239464,58.14889 +18350,0.27,0.28,44.442383,42.34312 +18355,0.3,0.26,30.002625,30.405 +18360,0.34,0.29,37.02156,37.2213 +18365,0.34,0.31,21.71451,22.48808 +18370,0.33,0.22,43.79774,49.298798 +18375,0.24,0.26,50.13231,62.41108 +18380,0.25,0.21,46.072865,55.065643 +18385,0.2,0.17,47.920567,65.151024 +18390,0.28,0.29,70.17943,63.9901 +18395,0.26,0.19,45.244087,39.03896 +18400,0.3,0.25,49.56853,43.25169 +18405,0.31,0.3,31.206856,45.872623 +18410,0.25,0.26,52.2315,60.32915 +18415,0.28,0.36,45.53596,39.132652 +18420,0.28,0.24,48.586014,56.315693 +18425,0.32,0.26,35.5047,44.294746 +18430,0.27,0.28,33.851185,38.33371 +18435,0.39,0.23,37.05433,64.64908 +18440,0.24,0.28,47.359787,54.79938 +18445,0.29,0.27,25.509743,33.92473 +18450,0.3,0.31,33.817368,33.915127 +18455,0.31,0.23,56.81187,52.872524 +18460,0.19,0.2,47.83868,46.078114 +18465,0.33,0.25,38.82084,33.446774 +18470,0.26,0.27,49.46359,54.930332 +18475,0.3,0.23,36.576252,43.09063 +18480,0.23,0.22,38.128284,45.59002 +18485,0.25,0.23,36.169754,33.910816 +18490,0.34,0.34,34.507553,35.5953 +18495,0.32,0.17,47.007603,68.84175 +18500,0.17,0.21,66.95898,63.03148 +18505,0.25,0.21,55.57068,61.374218 +18510,0.27,0.22,29.733103,44.44114 +18515,0.29,0.23,46.86824,59.16311 +18520,0.38,0.25,29.184254,30.353655 +18525,0.32,0.28,38.08394,41.889 +18530,0.26,0.24,32.93909,32.2633 +18535,0.24,0.25,49.146194,53.46887 +18540,0.27,0.3,37.60033,28.996023 +18545,0.32,0.15,46.704636,59.604244 +18550,0.31,0.35,32.590446,35.8488 +18555,0.3,0.28,35.0781,46.700607 +18560,0.34,0.29,28.564428,35.363716 +18565,0.23,0.28,31.589867,27.803661 +18570,0.36,0.19,34.651585,56.284283 +18575,0.33,0.28,42.636284,53.88415 +18580,0.18,0.16,54.84448,54.21802 +18585,0.18,0.24,49.79137,44.093033 +18590,0.23,0.22,47.92163,48.154507 +18595,0.26,0.23,43.64644,43.114002 +18600,0.27,0.34,21.613558,26.066628 +18605,0.31,0.26,61.7047,54.700756 +18610,0.29,0.3,23.781122,28.979929 +18615,0.3,0.3,37.868225,46.8141 +18620,0.19,0.19,61.721317,58.52991 +18625,0.24,0.26,48.95445,51.43321 +18630,0.31,0.33,28.785583,25.3187 +18635,0.23,0.23,46.35186,54.0375 +18640,0.27,0.31,50.19771,45.37756 +18645,0.33,0.19,47.172153,57.3833 +18650,0.33,0.31,32.119904,38.593773 +18655,0.2,0.26,62.28679,60.976162 +18660,0.31,0.22,56.750866,62.859425 +18665,0.25,0.24,42.1533,52.00106 +18670,0.27,0.21,40.10417,38.75353 +18675,0.32,0.25,40.377476,57.184986 +18680,0.28,0.25,44.29693,42.304665 +18685,0.31,0.23,41.834606,44.013107 +18690,0.28,0.37,45.158348,38.333843 +18695,0.26,0.2,39.52043,44.857906 +18700,0.25,0.24,41.595753,50.45367 +18705,0.29,0.23,34.90051,41.20541 +18710,0.3,0.21,26.952778,30.54584 +18715,0.29,0.29,42.03272,38.450294 +18720,0.19,0.28,41.245396,33.83525 +18725,0.21,0.29,39.522423,38.611935 +18730,0.31,0.3,34.84462,41.04441 +18735,0.4,0.31,48.44084,49.026924 +18740,0.22,0.23,35.249344,37.0461 +18745,0.24,0.19,45.090965,50.916943 +18750,0.22,0.24,45.30502,44.59646 +18755,0.29,0.23,37.69596,43.44072 +18760,0.34,0.25,41.273525,43.425587 +18765,0.29,0.25,46.60017,40.10686 +18770,0.42,0.33,25.022978,34.984627 +18775,0.26,0.18,32.042015,35.875378 +18780,0.31,0.28,35.12442,35.75554 +18785,0.28,0.2,33.71675,45.0369 +18790,0.32,0.29,38.046627,41.700844 +18795,0.25,0.12,42.030937,57.71917 +18800,0.23,0.29,61.855953,50.449654 +18805,0.21,0.23,36.246777,50.9577 +18810,0.37,0.15,31.853264,40.328003 +18815,0.31,0.28,41.317917,42.29824 +18820,0.28,0.22,39.576706,48.572323 +18825,0.27,0.2,35.961952,48.629463 +18830,0.32,0.22,28.830654,36.86743 +18835,0.23,0.15,56.626694,64.20865 +18840,0.26,0.31,28.020395,24.526024 +18845,0.23,0.23,59.166348,74.72303 +18850,0.27,0.28,34.166813,37.45121 +18855,0.29,0.3,29.468239,34.443565 +18860,0.25,0.24,40.05269,44.83294 +18865,0.27,0.23,55.04668,66.465256 +18870,0.25,0.19,45.655235,51.90221 +18875,0.15,0.28,60.54075,54.07997 +18880,0.24,0.3,27.60581,26.40633 +18885,0.28,0.22,34.74713,70.16173 +18890,0.26,0.32,67.09023,61.18325 +18895,0.22,0.21,31.560379,42.869102 +18900,0.2,0.28,42.695576,43.83705 +18905,0.2,0.22,53.572613,49.098545 +18910,0.19,0.2,73.96374,67.27021 +18915,0.22,0.23,56.22683,69.203606 +18920,0.3,0.26,25.131487,27.542059 +18925,0.39,0.22,50.039684,51.23706 +18930,0.29,0.28,31.69837,34.639225 +18935,0.4,0.3,42.16395,53.28611 +18940,0.34,0.25,28.71412,32.49307 +18945,0.28,0.13,62.82332,81.46576 +18950,0.22,0.22,38.963795,43.22154 +18955,0.33,0.31,44.897232,47.90173 +18960,0.18,0.22,45.944637,52.48317 +18965,0.33,0.2,38.158085,45.710552 +18970,0.26,0.23,38.329247,44.04464 +18975,0.2,0.28,45.131615,39.489548 +18980,0.22,0.2,47.557655,49.704082 +18985,0.32,0.28,32.166927,35.618656 +18990,0.28,0.24,34.75543,31.221766 +18995,0.28,0.2,32.322773,37.48333 +19000,0.23,0.28,36.89602,37.287167 +19005,0.37,0.3,38.804314,45.8041 +19010,0.35,0.3,25.289602,34.312923 +19015,0.21,0.32,45.33264,44.447075 +19020,0.23,0.24,53.23874,61.887905 +19025,0.23,0.25,45.42922,47.90344 +19030,0.2,0.21,69.44344,62.55575 +19035,0.35,0.29,34.956036,39.056995 +19040,0.3,0.3,42.97772,45.133488 +19045,0.27,0.19,35.224167,40.347404 +19050,0.2,0.24,57.469955,54.04548 +19055,0.34,0.28,39.628838,49.527035 +19060,0.29,0.21,38.789677,43.50447 +19065,0.34,0.32,45.103207,51.066795 +19070,0.34,0.28,29.059578,29.354942 +19075,0.31,0.28,50.07545,60.19976 +19080,0.28,0.27,28.522175,26.552969 +19085,0.28,0.28,31.927937,41.982254 +19090,0.35,0.27,40.576862,30.591309 +19095,0.31,0.17,35.036224,49.027763 +19100,0.36,0.31,23.047918,27.661558 +19105,0.28,0.3,44.590668,51.093452 +19110,0.25,0.28,56.43476,59.71163 +19115,0.2,0.13,62.314198,76.98772 +19120,0.28,0.26,45.221684,45.253193 +19125,0.23,0.21,36.96095,52.332012 +19130,0.29,0.25,47.080654,54.600254 +19135,0.19,0.16,43.95348,44.049503 +19140,0.27,0.35,44.956543,37.279797 +19145,0.34,0.23,39.553436,40.57008 +19150,0.19,0.22,30.805532,30.927008 +19155,0.34,0.28,25.818962,35.07249 +19160,0.28,0.28,39.42549,48.39279 +19165,0.28,0.29,33.99779,36.176605 +19170,0.23,0.14,67.76414,70.71358 +19175,0.34,0.2,22.806004,30.494118 +19180,0.18,0.27,39.843956,46.77629 +19185,0.32,0.23,61.590347,57.531128 +19190,0.34,0.37,41.219555,41.695114 +19195,0.39,0.2,28.244421,36.44632 +19200,0.22,0.24,49.649166,47.197598 +19205,0.27,0.25,47.39427,53.397655 +19210,0.32,0.21,27.429567,35.83574 +19215,0.35,0.3,28.343178,31.817585 +19220,0.34,0.22,29.166925,34.437313 +19225,0.31,0.2,57.62317,73.57009 +19230,0.35,0.31,39.9468,40.59246 +19235,0.24,0.16,29.737461,39.478294 +19240,0.34,0.3,33.049725,34.981678 +19245,0.33,0.16,49.459496,45.4079 +19250,0.36,0.31,25.809326,36.19187 +19255,0.28,0.22,39.06576,45.061214 +19260,0.32,0.14,53.070255,61.152847 +19265,0.27,0.24,49.134804,55.224876 +19270,0.23,0.16,47.97639,57.30908 +19275,0.29,0.29,48.931602,56.41738 +19280,0.3,0.21,43.81696,49.99002 +19285,0.28,0.29,35.772137,44.23512 +19290,0.24,0.35,44.246105,37.260166 +19295,0.24,0.22,61.64629,82.79618 +19300,0.21,0.22,75.93586,71.39264 +19305,0.18,0.09,62.378574,68.52848 +19310,0.28,0.24,49.12273,65.36215 +19315,0.31,0.34,34.928715,35.94275 +19320,0.24,0.12,49.41829,57.6117 +19325,0.23,0.27,36.3696,40.860535 +19330,0.38,0.27,20.883728,25.927902 +19335,0.25,0.19,37.263294,40.215836 +19340,0.31,0.32,44.63246,40.752186 +19345,0.3,0.22,38.67367,50.06 +19350,0.25,0.23,49.26181,47.18374 +19355,0.36,0.25,30.742382,32.0902 +19360,0.31,0.27,47.28124,53.49554 +19365,0.23,0.29,30.210957,31.433647 +19370,0.34,0.28,30.53099,37.90089 +19375,0.34,0.24,48.944534,55.689842 +19380,0.21,0.25,47.90295,50.51653 +19385,0.26,0.25,29.05107,29.825611 +19390,0.32,0.34,39.442543,34.153507 +19395,0.22,0.23,45.29442,42.22083 +19400,0.27,0.26,39.542034,39.482334 +19405,0.27,0.26,41.055,42.918056 +19410,0.18,0.29,57.91337,44.00376 +19415,0.25,0.3,38.52407,36.46204 +19420,0.16,0.17,55.36879,50.230118 +19425,0.27,0.29,32.196003,36.79155 +19430,0.22,0.25,43.856876,41.412655 +19435,0.27,0.23,57.182743,73.57413 +19440,0.19,0.28,40.716015,35.564648 +19445,0.37,0.22,15.224384,22.82271 +19450,0.34,0.29,35.05715,51.957134 +19455,0.27,0.22,37.21381,42.537663 +19460,0.3,0.25,30.95127,35.166916 +19465,0.35,0.39,39.96594,32.372063 +19470,0.28,0.26,45.824825,54.758446 +19475,0.19,0.27,45.82326,40.09964 +19480,0.22,0.29,56.00894,60.33189 +19485,0.17,0.18,52.81178,61.6196 +19490,0.25,0.29,45.629406,44.264725 +19495,0.28,0.23,36.69734,40.915436 +19500,0.25,0.25,49.336525,42.031857 +19505,0.3,0.22,40.97782,40.222816 +19510,0.3,0.26,37.31268,35.349567 +19515,0.3,0.33,30.388538,37.155613 +19520,0.29,0.18,33.386307,34.7262 +19525,0.27,0.26,53.815678,60.157333 +19530,0.22,0.22,52.70659,64.66102 +19535,0.27,0.27,50.432755,62.850933 +19540,0.26,0.29,47.230385,39.150333 +19545,0.24,0.18,33.053062,48.692215 +19550,0.41,0.3,22.988071,28.870783 +19555,0.3,0.25,36.934093,37.393856 +19560,0.25,0.3,40.15075,46.256027 +19565,0.36,0.34,37.957127,43.902454 +19570,0.3,0.17,32.217342,44.07968 +19575,0.37,0.3,38.82091,50.606308 +19580,0.23,0.23,42.418915,44.423046 +19585,0.2,0.17,49.346317,63.487797 +19590,0.25,0.35,64.44131,58.166416 +19595,0.32,0.2,35.317917,47.972046 +19600,0.27,0.28,27.68055,30.045723 +19605,0.39,0.29,24.044014,29.548264 +19610,0.37,0.29,18.778847,27.843966 +19615,0.3,0.34,32.178673,26.707996 +19620,0.24,0.24,36.663773,34.57044 +19625,0.24,0.32,51.220425,53.707237 +19630,0.21,0.22,37.571693,42.24917 +19635,0.32,0.21,36.5698,33.26729 +19640,0.32,0.29,40.412796,41.947086 +19645,0.28,0.18,40.379658,37.80062 +19650,0.28,0.16,43.33465,47.76679 +19655,0.21,0.16,43.156334,56.94981 +19660,0.26,0.23,37.55742,48.642765 +19665,0.3,0.26,39.87666,52.47383 +19670,0.28,0.2,34.30349,37.05104 +19675,0.26,0.3,34.91621,33.164425 +19680,0.24,0.24,39.951275,40.14858 +19685,0.24,0.25,81.688065,89.450615 +19690,0.28,0.25,49.778652,50.721256 +19695,0.28,0.22,54.234764,45.805984 +19700,0.33,0.3,40.092644,49.47173 +19705,0.32,0.27,49.02471,44.773575 +19710,0.35,0.24,37.08476,46.296844 +19715,0.29,0.27,51.21286,40.487617 +19720,0.11,0.18,75.37173,68.37451 +19725,0.31,0.24,35.221634,40.29217 +19730,0.37,0.32,36.501976,42.97078 +19735,0.39,0.28,34.664986,36.21675 +19740,0.27,0.37,40.049835,36.44898 +19745,0.22,0.19,53.203907,68.641136 +19750,0.29,0.29,35.261093,31.096647 +19755,0.26,0.26,41.451645,54.40192 +19760,0.21,0.24,37.117706,38.42352 +19765,0.21,0.27,56.16148,52.19871 +19770,0.23,0.18,44.167953,44.574203 +19775,0.31,0.27,46.935352,51.206894 +19780,0.31,0.29,38.01773,39.090206 +19785,0.26,0.17,46.192455,75.95273 +19790,0.24,0.24,32.871006,36.700626 +19795,0.19,0.13,45.90814,60.412754 +19800,0.25,0.27,32.591236,29.661467 +19805,0.29,0.26,48.41043,51.639572 +19810,0.26,0.25,36.002407,41.821445 +19815,0.21,0.17,45.709366,49.197216 +19820,0.3,0.24,36.376747,43.842377 +19825,0.33,0.27,24.482843,35.21591 +19830,0.19,0.21,44.007027,45.8311 +19835,0.26,0.2,46.24948,58.762203 +19840,0.3,0.23,38.19713,41.741356 +19845,0.23,0.14,46.768116,59.407936 +19850,0.27,0.28,45.72988,35.701717 +19855,0.3,0.2,44.90521,43.69729 +19860,0.37,0.26,26.769981,29.086067 +19865,0.31,0.29,40.929768,50.22666 +19870,0.27,0.22,31.782347,30.09309 +19875,0.25,0.28,54.254906,50.790646 +19880,0.29,0.27,32.899193,35.33678 +19885,0.29,0.29,46.113766,57.559372 +19890,0.36,0.4,24.648335,23.54121 +19895,0.31,0.15,40.32,58.09089 +19900,0.31,0.24,24.557512,30.295464 +19905,0.28,0.28,42.41487,42.793373 +19910,0.18,0.14,49.279457,49.238537 +19915,0.3,0.27,31.13553,34.83352 +19920,0.32,0.15,34.261593,57.00746 +19925,0.31,0.24,41.425392,50.04982 +19930,0.29,0.26,44.860004,49.939503 +19935,0.24,0.26,57.604942,64.28077 +19940,0.23,0.19,52.825817,54.72435 +19945,0.27,0.16,38.9352,41.67871 +19950,0.22,0.26,64.12763,60.07201 +19955,0.26,0.25,51.69979,54.912148 +19960,0.21,0.25,46.401424,46.466415 +19965,0.24,0.31,37.936573,36.768078 +19970,0.26,0.18,30.584536,35.039894 +19975,0.28,0.29,37.125465,39.239628 +19980,0.19,0.16,56.29857,53.386982 +19985,0.27,0.3,33.023483,35.203564 +19990,0.31,0.29,38.540733,29.551363 +19995,0.31,0.17,36.505676,47.307133 +20000,0.3,0.33,30.332714,33.083763 diff --git a/apps/dash-live-model-training/data/fashion_cnn_run_log.csv b/apps/dash-live-model-training/data/fashion_cnn_run_log.csv new file mode 100644 index 000000000..9ab00d58f --- /dev/null +++ b/apps/dash-live-model-training/data/fashion_cnn_run_log.csv @@ -0,0 +1,2000 @@ +5,0.12,0.3,3.0945191,2.8025978 +10,0.28,0.38,2.3884215,2.43686 +15,0.44,0.54,1.7954108,1.8683816 +20,0.58,0.48,1.3165452,1.114127 +25,0.44,0.52,1.343427,1.1960961 +30,0.56,0.58,1.2034606,1.0771104 +35,0.66,0.58,0.7159988,1.1192445 +40,0.66,0.58,0.9608064,1.197284 +45,0.62,0.6,1.067571,1.1567742 +50,0.6,0.72,1.1048898,0.6376602 +55,0.92,0.64,0.46954432,1.0660243 +60,0.66,0.66,1.0315003,1.0610029 +65,0.68,0.82,0.74436915,0.5474858 +70,0.7,0.7,0.95373964,0.8080877 +75,0.76,0.66,0.59854966,1.0921799 +80,0.68,0.62,1.1356268,1.0437123 +85,0.56,0.78,1.1575708,0.675092 +90,0.8,0.78,0.710693,0.63009316 +95,0.82,0.8,0.5077017,0.60283023 +100,0.78,0.84,0.66972625,0.52405226 +105,0.74,0.78,0.71123123,0.5572117 +110,0.76,0.76,0.54193413,0.79381394 +115,0.74,0.64,0.5972464,0.8249727 +120,0.78,0.74,0.65749913,0.60192305 +125,0.72,0.88,0.77058434,0.44908357 +130,0.82,0.78,0.6229702,0.79877853 +135,0.82,0.78,0.5824579,0.5160836 +140,0.68,0.86,0.92827445,0.3632965 +145,0.86,0.7,0.5097956,0.97532564 +150,0.7,0.88,0.7622908,0.36005786 +155,0.8,0.72,0.47823417,0.84402156 +160,0.82,0.84,0.53478104,0.59397787 +165,0.76,0.8,0.70890826,0.62967265 +170,0.72,0.8,0.77579707,0.6130399 +175,0.72,0.74,0.7411154,0.91837937 +180,0.8,0.8,0.49302003,0.4860837 +185,0.84,0.82,0.5281076,0.48778176 +190,0.74,0.68,0.7659741,0.7376213 +195,0.68,0.9,0.8034298,0.30994672 +200,0.76,0.86,0.57080483,0.61551976 +205,0.86,0.86,0.4821261,0.36763206 +210,0.76,0.88,0.79423326,0.5524677 +215,0.74,0.78,0.7386917,0.51785636 +220,0.84,0.84,0.43989968,0.5099815 +225,0.8,0.86,0.5081741,0.3742219 +230,0.72,0.76,0.6961027,0.5591611 +235,0.78,0.78,0.508318,0.9234294 +240,0.84,0.8,0.4126566,0.53567404 +245,0.78,0.82,0.56023294,0.5773809 +250,0.78,0.86,0.5508464,0.58844274 +255,0.78,0.84,0.47510323,0.5068667 +260,0.74,0.76,0.6719693,0.652502 +265,0.86,0.78,0.49779305,0.6426166 +270,0.86,0.8,0.52624005,0.489321 +275,0.84,0.88,0.5436336,0.4613449 +280,0.78,0.76,0.7494362,0.7046912 +285,0.74,0.86,0.61606693,0.48084372 +290,0.82,0.86,0.5934502,0.4251873 +295,0.84,0.84,0.4589972,0.46209922 +300,0.86,0.82,0.44822478,0.43343234 +305,0.92,0.84,0.351922,0.46505004 +310,0.76,0.78,0.7410878,0.59177727 +315,0.88,0.92,0.49710053,0.30645353 +320,0.88,0.8,0.43002892,0.6702289 +325,0.74,0.92,0.90607697,0.36214104 +330,0.82,0.8,0.46792206,0.46980467 +335,0.86,0.78,0.43590665,0.6255972 +340,0.8,0.7,0.47425973,0.7018825 +345,0.86,0.86,0.35355905,0.3793744 +350,0.8,0.82,0.5318241,0.4964563 +355,0.78,0.84,0.5114582,0.5546618 +360,0.84,0.86,0.403659,0.38950947 +365,0.72,0.82,0.59926784,0.4059883 +370,0.76,0.74,0.6199549,0.69254607 +375,0.86,0.78,0.48225844,0.58676946 +380,0.88,0.84,0.45153737,0.49384373 +385,0.8,0.88,0.54201525,0.41677016 +390,0.86,0.84,0.3872906,0.53030825 +395,0.84,0.8,0.4115139,0.508534 +400,0.84,0.86,0.4891845,0.49359816 +405,0.84,0.82,0.39366698,0.5322475 +410,0.86,0.88,0.338668,0.44510853 +415,0.72,0.86,0.78694284,0.44011128 +420,0.92,0.84,0.3304947,0.56466466 +425,0.8,0.8,0.5252054,0.5130688 +430,0.84,0.82,0.4011813,0.61891234 +435,0.76,0.78,0.5461937,0.5252075 +440,0.78,0.84,0.5854388,0.45573485 +445,0.86,0.82,0.41155025,0.4678135 +450,0.84,0.82,0.58305913,0.5053315 +455,0.8,0.84,0.51330686,0.5565597 +460,0.84,0.86,0.4666319,0.4189066 +465,0.82,0.78,0.5129448,0.61510044 +470,0.88,0.84,0.3564148,0.4254738 +475,0.9,0.82,0.31920055,0.40701276 +480,0.78,0.72,0.57163584,0.6229238 +485,0.78,0.86,0.5551252,0.4469628 +490,0.86,0.84,0.38867927,0.35610282 +495,0.68,0.9,0.61802953,0.39690295 +500,0.86,0.76,0.4700357,0.51342916 +505,0.88,0.84,0.36691436,0.6357191 +510,0.76,0.84,0.6386397,0.43136093 +515,0.94,0.74,0.24314825,0.66040266 +520,0.92,0.86,0.30742046,0.3862388 +525,0.9,0.86,0.42918092,0.39356452 +530,0.78,0.84,0.6180033,0.45793352 +535,0.86,0.86,0.4617485,0.36656335 +540,0.84,0.92,0.40421256,0.35047877 +545,0.84,0.86,0.42164978,0.3258059 +550,0.76,0.86,0.6011411,0.48317757 +555,0.84,0.84,0.46358216,0.40383002 +560,0.84,0.72,0.3964293,0.5937262 +565,0.9,0.82,0.4168758,0.43384713 +570,0.8,0.82,0.46737584,0.51085675 +575,0.86,0.92,0.3291756,0.30594662 +580,0.92,0.82,0.37986633,0.6648854 +585,0.9,0.82,0.26355365,0.4923777 +590,0.88,0.8,0.47905898,0.5410936 +595,0.72,0.8,0.670305,0.48481658 +600,0.7,0.84,0.59429854,0.42403784 +605,0.88,0.86,0.37186882,0.4162751 +610,0.88,0.94,0.33561653,0.29622823 +615,0.82,0.8,0.55925506,0.537942 +620,0.84,0.76,0.4314418,0.53939635 +625,0.8,0.84,0.45391724,0.39552867 +630,0.8,0.82,0.48460996,0.66399705 +635,0.82,0.88,0.538732,0.3936317 +640,0.84,0.86,0.65152335,0.44467556 +645,0.86,0.84,0.42643693,0.42476758 +650,0.82,0.88,0.5074969,0.39447168 +655,0.82,0.8,0.4673899,0.5789853 +660,0.76,0.82,0.5128782,0.638296 +665,0.84,0.8,0.57625866,0.59753805 +670,0.8,0.82,0.52964216,0.5038441 +675,0.8,0.88,0.5082622,0.38745865 +680,0.94,0.9,0.22924763,0.26680478 +685,0.84,0.76,0.49874482,0.6002601 +690,0.9,0.94,0.51149076,0.3042117 +695,0.92,0.92,0.39067468,0.3868148 +700,0.82,0.82,0.5540697,0.4617743 +705,0.76,0.92,0.60955024,0.31434464 +710,0.76,0.9,0.48269737,0.30408564 +715,0.88,0.9,0.30052167,0.29287568 +720,0.88,0.86,0.3226002,0.37051314 +725,0.88,0.86,0.3316292,0.42699704 +730,0.82,0.82,0.53605986,0.39323574 +735,0.86,0.86,0.36080307,0.33160907 +740,0.86,0.82,0.4361244,0.7088275 +745,0.9,0.86,0.28418133,0.4108071 +750,0.8,0.8,0.5664932,0.5164293 +755,0.86,0.92,0.46732932,0.2752266 +760,0.84,0.88,0.3815783,0.38161695 +765,0.8,0.82,0.48354125,0.39905074 +770,0.78,0.82,0.57844347,0.40200996 +775,0.96,0.86,0.20988484,0.47436166 +780,0.86,0.9,0.3982939,0.31780136 +785,0.92,0.84,0.26428002,0.39503616 +790,0.86,0.82,0.33947185,0.39515084 +795,0.9,0.84,0.297485,0.5124252 +800,0.92,0.8,0.29357907,0.51021636 +805,0.9,0.86,0.35404548,0.36030015 +810,0.84,0.86,0.4582621,0.40860778 +815,0.92,0.88,0.33240423,0.29212037 +820,0.82,0.82,0.58549684,0.5689132 +825,0.8,0.84,0.60942835,0.48953223 +830,0.84,0.82,0.4064061,0.41169074 +835,0.78,0.92,0.52150565,0.24489269 +840,0.86,0.9,0.4052871,0.29357547 +845,0.96,0.94,0.24433395,0.26256686 +850,0.94,0.82,0.24412926,0.41252404 +855,0.94,0.92,0.24275029,0.37513503 +860,0.84,0.9,0.47869408,0.22628888 +865,0.9,0.92,0.35536987,0.35573015 +870,0.86,0.82,0.363071,0.48096994 +875,0.92,0.9,0.2499808,0.3205234 +880,0.86,0.82,0.35641167,0.6027737 +885,0.88,0.86,0.2808498,0.5054609 +890,0.92,0.9,0.3879061,0.23519859 +895,0.8,0.9,0.44523084,0.46483842 +900,0.92,0.8,0.33033943,0.5344536 +905,0.88,0.86,0.32588887,0.31723136 +910,0.88,0.9,0.40790844,0.30059513 +915,0.88,0.9,0.36063477,0.356158 +920,0.76,0.84,0.56857526,0.46150273 +925,0.84,0.86,0.40420192,0.3944417 +930,0.76,0.94,0.6368311,0.30488923 +935,0.84,0.84,0.43685272,0.41336602 +940,0.84,0.9,0.48858503,0.25090656 +945,0.88,0.9,0.3055353,0.2658735 +950,0.76,0.8,0.50592244,0.4824251 +955,0.94,0.8,0.19663797,0.91570926 +960,0.88,0.92,0.39455795,0.25758842 +965,0.86,0.88,0.36864242,0.27933395 +970,0.86,0.92,0.35198578,0.33769307 +975,0.92,0.9,0.39637467,0.35356545 +980,0.92,0.84,0.3602256,0.3831825 +985,0.86,0.86,0.411288,0.4197266 +990,0.82,0.86,0.4718937,0.3837517 +995,0.86,0.7,0.33603886,0.6543396 +1000,0.8,0.82,0.5650648,0.43441114 +1005,0.84,0.86,0.48289704,0.3449778 +1010,0.86,0.92,0.35189614,0.27179605 +1015,0.8,0.86,0.48165855,0.48849288 +1020,0.8,0.9,0.48065552,0.40527153 +1025,0.86,0.92,0.42050835,0.2656148 +1030,0.9,0.86,0.38134748,0.45933738 +1035,0.88,0.82,0.35743904,0.59824544 +1040,0.76,0.86,0.6271452,0.40151566 +1045,0.86,0.72,0.31287727,0.618899 +1050,0.86,0.84,0.3606356,0.42194644 +1055,0.86,0.8,0.39987546,0.49943802 +1060,0.92,0.92,0.28899357,0.2619294 +1065,0.92,0.92,0.28075188,0.29990804 +1070,0.84,0.86,0.45481163,0.32660156 +1075,0.8,0.9,0.43591785,0.3387006 +1080,0.82,0.86,0.3854696,0.34561568 +1085,0.78,0.9,0.49582055,0.3669593 +1090,0.8,0.86,0.6268381,0.41481537 +1095,0.86,0.9,0.4738864,0.3649359 +1100,0.86,0.78,0.31420195,0.65963876 +1105,0.84,0.88,0.4618319,0.28461766 +1110,0.9,0.88,0.32031548,0.35007682 +1115,0.92,0.94,0.275329,0.2385617 +1120,0.84,0.88,0.31776872,0.26099217 +1125,0.78,0.88,0.78635865,0.39649504 +1130,0.84,0.92,0.3720411,0.3434518 +1135,0.88,0.78,0.30117702,0.66992813 +1140,0.88,0.86,0.320305,0.4462686 +1145,0.74,0.82,0.5647574,0.42946225 +1150,0.9,0.86,0.3445901,0.35365257 +1155,0.82,0.86,0.57642955,0.32777116 +1160,0.82,0.86,0.4538287,0.41446373 +1165,0.86,0.88,0.64714104,0.31193507 +1170,0.84,0.92,0.43413123,0.29368636 +1175,0.92,0.9,0.27572364,0.39677662 +1180,0.84,0.88,0.4234473,0.30643094 +1185,0.92,0.82,0.3499231,0.31588948 +1190,0.9,0.82,0.34626487,0.4647631 +1195,0.86,0.86,0.3565953,0.4324398 +1200,0.94,0.8,0.23640801,0.5454003 +1205,0.92,0.84,0.25685656,0.39242408 +1210,0.84,0.86,0.345253,0.45122895 +1215,0.88,0.8,0.3391947,0.6466902 +1220,0.82,0.88,0.4163363,0.38767654 +1225,0.94,0.82,0.27871296,0.54634964 +1230,0.78,0.8,0.52378255,0.43030864 +1235,0.84,1.0,0.42110646,0.16251864 +1240,0.86,0.86,0.4438092,0.39502746 +1245,0.92,0.94,0.36517093,0.26459318 +1250,0.82,0.88,0.3925314,0.4467185 +1255,0.9,0.9,0.3330439,0.2621821 +1260,0.86,0.84,0.3254666,0.46058714 +1265,0.92,0.9,0.24384764,0.3900087 +1270,0.9,0.9,0.2970627,0.47502533 +1275,0.84,0.9,0.35231164,0.29020208 +1280,0.84,0.76,0.42255688,0.4338014 +1285,0.86,0.88,0.4350151,0.3200378 +1290,0.8,0.86,0.49132255,0.49864128 +1295,0.94,0.86,0.32627785,0.48265877 +1300,0.9,0.94,0.32682618,0.18197736 +1305,0.88,0.9,0.28906864,0.4504644 +1310,0.8,0.82,0.45002422,0.49907655 +1315,0.84,0.94,0.41173658,0.21753632 +1320,0.86,0.9,0.3750847,0.33945724 +1325,0.84,0.9,0.41691068,0.3290146 +1330,0.96,0.86,0.12337091,0.5866453 +1335,0.9,0.82,0.36396554,0.38739872 +1340,0.92,0.86,0.2211149,0.3444373 +1345,0.9,0.86,0.29599723,0.30357257 +1350,0.9,0.9,0.43974555,0.2624133 +1355,0.9,0.82,0.30816293,0.39247742 +1360,0.8,0.88,0.4674309,0.38833466 +1365,0.9,0.82,0.35260558,0.49361187 +1370,0.86,0.92,0.34808564,0.22599712 +1375,0.8,0.84,0.4409539,0.4332823 +1380,0.78,0.82,0.42577413,0.43965417 +1385,0.92,0.86,0.23549987,0.35349944 +1390,0.9,0.8,0.2600453,0.5519413 +1395,0.86,0.82,0.4057263,0.38978437 +1400,0.84,0.84,0.43694034,0.44233054 +1405,0.94,0.8,0.21041034,0.60867465 +1410,0.94,0.94,0.18822461,0.23548976 +1415,0.82,0.92,0.46779037,0.27571613 +1420,0.9,0.9,0.24184337,0.34871438 +1425,0.9,0.94,0.3508483,0.17724685 +1430,0.9,0.94,0.3104202,0.1869476 +1435,0.7,0.88,0.71991026,0.27107823 +1440,0.92,0.8,0.25496137,0.40875283 +1445,0.92,0.76,0.257581,0.55396026 +1450,0.92,0.78,0.21447891,0.57978046 +1455,0.86,0.92,0.28196877,0.26151145 +1460,0.9,0.96,0.2605498,0.14077769 +1465,0.82,0.94,0.42392823,0.27581775 +1470,0.8,0.9,0.4497049,0.22939369 +1475,0.8,0.9,0.5171354,0.2943579 +1480,0.8,0.82,0.39563793,0.32167405 +1485,0.88,0.82,0.2833847,0.43352854 +1490,0.82,0.84,0.4159562,0.42746997 +1495,0.86,0.86,0.3662852,0.3099839 +1500,0.82,0.9,0.44804823,0.27025157 +1505,0.78,0.82,0.6059193,0.485789 +1510,0.94,0.92,0.25534832,0.28885537 +1515,0.88,0.9,0.42349184,0.28690743 +1520,0.84,0.9,0.32052246,0.3253798 +1525,0.96,0.94,0.20763713,0.23071308 +1530,0.84,0.92,0.43666473,0.2063026 +1535,0.88,0.88,0.41447985,0.53333163 +1540,0.86,0.82,0.36851022,0.37117076 +1545,0.88,0.84,0.31861028,0.34863135 +1550,0.88,0.86,0.39548257,0.3291452 +1555,0.82,0.88,0.4996599,0.31906363 +1560,0.82,0.78,0.33951622,0.64484346 +1565,0.9,0.9,0.3035189,0.29941213 +1570,0.88,0.84,0.34762946,0.34750175 +1575,0.8,0.88,0.59511954,0.3578243 +1580,0.8,0.88,0.35797843,0.4111225 +1585,0.82,0.86,0.35912538,0.39793426 +1590,0.86,0.86,0.32846597,0.5097087 +1595,0.86,0.88,0.40617102,0.30703953 +1600,0.76,0.92,0.59808046,0.19345905 +1605,0.88,0.92,0.5161089,0.37116557 +1610,0.8,0.92,0.49752334,0.25643986 +1615,0.92,0.94,0.28307992,0.22640553 +1620,0.86,0.86,0.54289705,0.35707814 +1625,0.94,0.92,0.22934483,0.24420117 +1630,0.9,0.96,0.35002267,0.17086563 +1635,0.94,0.7,0.22668912,0.5670312 +1640,0.86,0.9,0.39379376,0.3653623 +1645,0.86,0.84,0.38171083,0.52869505 +1650,0.88,0.86,0.37418965,0.34892005 +1655,0.9,0.9,0.20995788,0.2534809 +1660,0.9,0.88,0.31053853,0.39914414 +1665,0.88,0.92,0.37569484,0.32166797 +1670,0.86,0.84,0.5311728,0.45858803 +1675,0.8,0.8,0.49044436,0.6591568 +1680,0.88,0.9,0.30680066,0.29298857 +1685,0.74,0.86,0.65803725,0.41224748 +1690,0.9,0.86,0.24128838,0.46140712 +1695,0.82,0.9,0.4784507,0.27204517 +1700,0.92,0.86,0.21497473,0.35460472 +1705,0.86,0.86,0.4993726,0.46839035 +1710,0.84,0.9,0.45771816,0.32481307 +1715,0.86,0.84,0.3585175,0.67080003 +1720,0.84,0.9,0.443206,0.2472507 +1725,0.88,0.88,0.30034608,0.28971145 +1730,0.92,0.88,0.23792724,0.46110114 +1735,0.88,0.86,0.406444,0.28843084 +1740,0.88,0.92,0.23022656,0.30946824 +1745,0.88,0.88,0.24705112,0.38436058 +1750,0.86,0.8,0.33966392,0.4152877 +1755,0.92,0.8,0.28551894,0.47747666 +1760,0.86,0.82,0.33287796,0.45490447 +1765,0.94,0.94,0.244196,0.27245143 +1770,0.9,0.86,0.32990304,0.4472186 +1775,0.82,0.8,0.4648108,0.3854636 +1780,0.94,0.88,0.17938823,0.3760754 +1785,0.88,0.88,0.29837444,0.418519 +1790,0.94,0.84,0.23492897,0.39888924 +1795,0.9,0.9,0.25985625,0.34190598 +1800,0.84,0.86,0.34819314,0.2984487 +1805,0.78,0.82,0.44765458,0.5445794 +1810,0.82,0.98,0.39934158,0.09910627 +1815,0.92,0.88,0.28587273,0.28892487 +1820,0.82,0.92,0.38356423,0.287822 +1825,0.9,0.78,0.24615927,0.42347702 +1830,0.92,0.96,0.2562741,0.18280661 +1835,0.92,0.84,0.25677663,0.41831836 +1840,0.92,0.9,0.2454757,0.32001808 +1845,0.84,0.9,0.48838836,0.30256206 +1850,0.92,0.88,0.2648143,0.34570596 +1855,0.8,0.94,0.52734566,0.21964641 +1860,0.88,0.94,0.4546206,0.27659664 +1865,0.86,0.88,0.39110774,0.274335 +1870,0.82,0.92,0.32351524,0.25180984 +1875,0.8,0.92,0.5126471,0.3449392 +1880,0.9,0.92,0.24525739,0.28377068 +1885,0.82,0.84,0.39682263,0.4945615 +1890,0.94,0.82,0.17253037,0.42092937 +1895,0.84,0.94,0.4557976,0.2994058 +1900,0.94,0.82,0.26950103,0.37748462 +1905,0.96,0.94,0.18427405,0.20171124 +1910,0.88,0.88,0.34910703,0.26314506 +1915,0.92,0.88,0.31167918,0.36265087 +1920,0.86,0.9,0.34191892,0.20912121 +1925,0.86,0.9,0.3537158,0.3053183 +1930,0.74,0.9,0.60288864,0.4418421 +1935,0.92,0.82,0.21497421,0.5128365 +1940,0.88,0.92,0.25060862,0.30246764 +1945,0.9,0.92,0.34263748,0.31127876 +1950,0.9,0.94,0.3676339,0.23075756 +1955,0.82,0.92,0.41399288,0.1875652 +1960,0.92,0.86,0.24907972,0.29847535 +1965,0.82,0.82,0.38884535,0.39016968 +1970,0.82,0.9,0.52302873,0.32961455 +1975,0.88,0.94,0.30186307,0.21574803 +1980,0.84,0.86,0.5411399,0.35821447 +1985,0.94,0.82,0.21042515,0.51980615 +1990,0.8,0.98,0.43661743,0.17051597 +1995,0.94,0.88,0.20154904,0.35349405 +2000,0.84,0.9,0.39375642,0.29017708 +2005,0.9,0.86,0.2766515,0.33521667 +2010,0.88,0.88,0.34359425,0.30751282 +2015,0.86,0.92,0.4161521,0.29776192 +2020,0.9,0.88,0.26024225,0.3637919 +2025,0.84,0.84,0.342874,0.35901543 +2030,0.86,0.84,0.36478066,0.40730447 +2035,0.88,0.92,0.34773052,0.3988021 +2040,0.88,0.92,0.38792565,0.1895716 +2045,0.88,0.9,0.4106599,0.20272993 +2050,0.88,0.9,0.38572314,0.25757635 +2055,0.8,0.76,0.51679116,0.68056506 +2060,0.92,0.92,0.30519366,0.19616833 +2065,0.84,0.9,0.46183732,0.22973606 +2070,0.88,0.84,0.33854145,0.4645964 +2075,0.94,0.88,0.20196308,0.38980448 +2080,0.82,0.86,0.48031425,0.28653154 +2085,0.9,0.98,0.30791768,0.1565665 +2090,0.92,0.86,0.29806352,0.33534658 +2095,0.82,0.96,0.49978158,0.19596788 +2100,0.78,0.82,0.44697013,0.39543387 +2105,0.88,0.96,0.3321594,0.17028284 +2110,0.84,0.9,0.3342524,0.3245647 +2115,0.92,0.9,0.2439527,0.24414538 +2120,0.92,0.88,0.20112628,0.30488205 +2125,0.88,0.88,0.33104283,0.5156225 +2130,0.92,0.94,0.19785999,0.44041827 +2135,0.86,0.8,0.3059619,0.49034545 +2140,0.94,0.94,0.19202669,0.2946911 +2145,0.86,0.9,0.36623442,0.29484 +2150,0.92,0.92,0.35255623,0.2646933 +2155,0.88,0.9,0.3827591,0.24536687 +2160,0.9,0.92,0.28340644,0.26952443 +2165,0.96,0.86,0.22113873,0.35113475 +2170,0.92,0.88,0.19641292,0.43410218 +2175,0.88,0.92,0.3307554,0.33739665 +2180,0.88,0.86,0.2993423,0.3232571 +2185,0.9,0.84,0.2570728,0.4833637 +2190,0.84,0.84,0.5515129,0.5093197 +2195,0.88,0.86,0.32387948,0.3919908 +2200,0.84,0.82,0.48767576,0.48726982 +2205,0.94,0.86,0.22426853,0.36301574 +2210,0.78,0.96,0.4678273,0.21833569 +2215,0.84,0.88,0.35219625,0.33625713 +2220,0.86,0.88,0.366407,0.4600721 +2225,0.94,0.92,0.16105343,0.2369178 +2230,0.8,0.84,0.4134177,0.41402015 +2235,0.9,0.9,0.40587798,0.4199697 +2240,0.86,0.84,0.4020399,0.4916296 +2245,0.84,0.88,0.31665874,0.2525279 +2250,0.96,0.84,0.14485154,0.5892403 +2255,0.96,0.86,0.16589779,0.29832467 +2260,0.92,0.88,0.21567783,0.23474862 +2265,0.82,0.88,0.5378271,0.2547075 +2270,0.9,0.96,0.35819477,0.15191296 +2275,0.88,0.84,0.39381298,0.40815064 +2280,0.88,0.84,0.29131955,0.548461 +2285,0.9,0.9,0.24418245,0.30904922 +2290,0.9,0.8,0.32111585,0.41653237 +2295,0.9,0.94,0.26174712,0.17718168 +2300,0.9,0.84,0.36510354,0.30665272 +2305,0.92,0.92,0.2699984,0.26159886 +2310,0.92,0.86,0.25649396,0.42288333 +2315,0.8,0.88,0.47743705,0.24725814 +2320,1.0,0.84,0.12939955,0.39350417 +2325,0.92,0.88,0.20968205,0.35788137 +2330,0.84,0.82,0.34179908,0.36416367 +2335,0.88,0.88,0.25790808,0.3809072 +2340,0.84,0.86,0.47394904,0.27722985 +2345,0.88,0.86,0.28501835,0.36096776 +2350,0.82,0.9,0.35376847,0.3150014 +2355,0.86,0.88,0.3200399,0.3254879 +2360,0.92,0.78,0.21218894,0.6044861 +2365,0.92,0.9,0.23885018,0.33784524 +2370,0.92,0.88,0.21394928,0.34002742 +2375,0.96,0.9,0.26024255,0.33577052 +2380,0.88,0.84,0.38898605,0.39492077 +2385,0.88,0.88,0.3886821,0.3490919 +2390,0.84,0.94,0.35702378,0.16518138 +2395,0.84,0.98,0.29491252,0.24095848 +2400,0.84,0.78,0.45989922,0.5668292 +2405,0.84,0.84,0.38168603,0.33967498 +2410,0.86,0.88,0.36373237,0.3234216 +2415,0.96,0.9,0.17733198,0.2869971 +2420,0.74,0.88,0.52731794,0.35739636 +2425,0.78,0.76,0.47270003,0.6222003 +2430,0.84,0.78,0.37706903,0.544404 +2435,0.92,0.9,0.23347387,0.26098058 +2440,0.94,0.9,0.23883516,0.33456215 +2445,0.88,0.92,0.3319677,0.2137558 +2450,0.9,0.94,0.21021692,0.18949631 +2455,0.86,0.86,0.39898753,0.3395977 +2460,0.94,0.92,0.2174752,0.37212983 +2465,0.96,0.86,0.27663815,0.35634026 +2470,0.86,0.88,0.3865875,0.25307456 +2475,0.82,0.84,0.4189899,0.40192467 +2480,0.92,0.96,0.24346772,0.21678868 +2485,0.78,0.92,0.49532485,0.29808986 +2490,0.88,0.84,0.35285544,0.34346324 +2495,0.92,0.86,0.2834691,0.2457981 +2500,0.94,0.94,0.2199464,0.21793161 +2505,0.84,0.84,0.38148868,0.32458293 +2510,0.86,0.88,0.3737304,0.32892203 +2515,0.88,0.8,0.27471724,0.3855096 +2520,0.8,0.9,0.493916,0.23861979 +2525,0.9,0.9,0.3013805,0.22475572 +2530,0.92,0.88,0.23565966,0.28726643 +2535,0.88,0.92,0.463453,0.22258222 +2540,0.94,0.84,0.27481085,0.52059305 +2545,0.94,0.8,0.2252638,0.4267608 +2550,0.96,0.88,0.16094801,0.30743888 +2555,0.88,0.86,0.32559195,0.33434173 +2560,0.96,0.86,0.1527588,0.36343277 +2565,0.84,0.94,0.36512604,0.21969399 +2570,0.82,0.88,0.48752967,0.4838841 +2575,0.88,0.82,0.24007122,0.4227002 +2580,0.84,0.88,0.39443138,0.42440704 +2585,0.92,0.86,0.34567043,0.24983379 +2590,0.88,0.9,0.30449542,0.21417229 +2595,0.86,0.92,0.38317096,0.23592333 +2600,0.88,0.96,0.37409973,0.13585493 +2605,0.88,0.9,0.30531067,0.24905919 +2610,0.86,0.78,0.42973655,0.6402653 +2615,0.82,0.82,0.4778737,0.46493956 +2620,0.9,0.86,0.24024504,0.38102302 +2625,0.98,0.86,0.14284262,0.43505165 +2630,0.88,0.9,0.40076214,0.34467116 +2635,0.9,0.88,0.20260818,0.3766431 +2640,0.82,0.9,0.3434465,0.24083333 +2645,0.96,0.92,0.19064973,0.199374 +2650,0.82,0.92,0.50470686,0.3771116 +2655,0.96,0.82,0.17604035,0.36141318 +2660,0.88,0.9,0.2799605,0.27625182 +2665,0.9,0.76,0.3046527,0.53721243 +2670,0.9,0.92,0.23830539,0.2894112 +2675,0.82,0.82,0.53945786,0.40936944 +2680,0.82,0.88,0.44662935,0.31825995 +2685,0.92,0.9,0.27971864,0.2676964 +2690,0.9,0.86,0.24502952,0.31993002 +2695,0.9,0.94,0.26809192,0.20924082 +2700,0.92,0.86,0.33397958,0.4786177 +2705,0.92,0.9,0.4103246,0.35854825 +2710,0.86,0.88,0.19912115,0.37237573 +2715,0.86,0.9,0.38062242,0.25405556 +2720,0.92,0.94,0.23861012,0.23506191 +2725,0.96,0.86,0.20605248,0.44494835 +2730,0.86,0.94,0.3639811,0.1768645 +2735,0.9,0.86,0.27368918,0.36357749 +2740,0.84,0.9,0.3019116,0.26660064 +2745,0.9,0.88,0.3410612,0.25520873 +2750,0.82,0.96,0.51347154,0.22879906 +2755,0.82,0.96,0.40970382,0.23909059 +2760,0.82,0.92,0.3951417,0.42748088 +2765,0.84,0.92,0.34467775,0.2376875 +2770,0.9,0.88,0.2747623,0.37954003 +2775,0.84,0.92,0.2660222,0.23497057 +2780,0.9,0.94,0.2973843,0.15823269 +2785,0.88,0.9,0.46042985,0.3468889 +2790,0.84,0.9,0.34705254,0.48185626 +2795,0.86,0.92,0.39620408,0.26041737 +2800,0.88,0.92,0.27335647,0.20047915 +2805,0.92,0.98,0.23635387,0.13132314 +2810,0.9,0.92,0.333228,0.15586528 +2815,0.82,0.86,0.39518502,0.30382606 +2820,0.94,0.86,0.19434386,0.41924515 +2825,0.92,0.9,0.2731626,0.22716808 +2830,0.96,0.96,0.1608552,0.16485527 +2835,0.88,0.88,0.38752082,0.48492295 +2840,0.9,0.92,0.31128705,0.19996792 +2845,0.96,0.82,0.22403961,0.3882839 +2850,0.92,0.96,0.26555178,0.2105238 +2855,0.9,0.92,0.2758946,0.30608982 +2860,0.84,0.88,0.33139077,0.3462733 +2865,0.9,0.86,0.40416503,0.3115741 +2870,0.92,0.88,0.22064419,0.31713733 +2875,0.9,0.88,0.3724226,0.3321472 +2880,0.92,0.9,0.24878636,0.21815899 +2885,0.9,0.96,0.29795125,0.15824443 +2890,0.94,0.84,0.18079899,0.45038673 +2895,0.8,0.84,0.5389061,0.4053571 +2900,0.94,0.84,0.20797564,0.560893 +2905,0.94,0.96,0.1453413,0.12916565 +2910,0.9,0.84,0.4245115,0.41307405 +2915,0.9,0.88,0.3006015,0.34023488 +2920,0.92,0.98,0.27286977,0.09375309 +2925,0.86,0.88,0.25830743,0.28528798 +2930,0.88,0.94,0.36943895,0.2621589 +2935,0.86,0.88,0.2982317,0.41126388 +2940,0.92,0.78,0.2960677,0.48328835 +2945,0.82,0.88,0.46377823,0.418749 +2950,0.88,0.9,0.3537208,0.4641968 +2955,0.88,0.92,0.2850813,0.23143925 +2960,0.92,0.98,0.21141572,0.21306667 +2965,0.86,0.92,0.46427003,0.24371937 +2970,0.84,0.86,0.29772305,0.36773503 +2975,0.88,0.92,0.43332046,0.24024038 +2980,0.94,0.9,0.16199428,0.32567993 +2985,0.92,0.94,0.21818715,0.1500527 +2990,0.94,0.9,0.26005134,0.24340594 +2995,0.9,0.72,0.17402142,0.50279915 +3000,0.86,0.9,0.36516848,0.3995733 +3005,0.98,0.84,0.17872517,0.39092454 +3010,0.82,0.94,0.4090885,0.17379367 +3015,0.96,0.9,0.18175171,0.32582015 +3020,0.94,0.96,0.3100076,0.1069899 +3025,0.9,0.92,0.3366059,0.29984865 +3030,0.86,0.9,0.34481633,0.30199614 +3035,0.84,0.92,0.44812697,0.2916233 +3040,0.86,0.94,0.30335557,0.17976087 +3045,0.92,0.92,0.25306356,0.23174542 +3050,0.9,0.86,0.21342789,0.35138407 +3055,0.92,0.9,0.28534186,0.31460312 +3060,0.84,0.84,0.44304618,0.37373257 +3065,0.96,0.76,0.16226512,0.53117335 +3070,0.84,0.9,0.4341651,0.27102786 +3075,0.86,0.9,0.34045178,0.3511624 +3080,0.88,0.92,0.32374105,0.2439619 +3085,0.84,0.84,0.27343357,0.32451645 +3090,0.92,0.88,0.28076872,0.33138385 +3095,0.9,0.88,0.2708865,0.3457341 +3100,0.84,0.9,0.5505144,0.3529038 +3105,0.9,0.9,0.234707,0.2887203 +3110,0.88,0.96,0.3720902,0.2247536 +3115,0.92,0.88,0.20944372,0.27327514 +3120,0.86,0.86,0.49080047,0.32865465 +3125,0.9,0.92,0.2874716,0.20726433 +3130,0.9,0.86,0.264898,0.36437833 +3135,0.92,0.94,0.26960674,0.24698393 +3140,0.82,0.94,0.48668715,0.2908466 +3145,0.86,0.86,0.384111,0.32835117 +3150,0.9,0.94,0.31458762,0.18692169 +3155,1.0,0.9,0.104899645,0.31433776 +3160,0.88,0.82,0.3319687,0.36994675 +3165,0.86,0.94,0.32500866,0.17980468 +3170,0.96,0.88,0.22526416,0.2864437 +3175,0.78,0.9,0.46067882,0.28938264 +3180,0.92,0.9,0.24648374,0.26032522 +3185,0.86,0.88,0.36341152,0.25875714 +3190,0.86,0.86,0.35617802,0.39926338 +3195,0.96,0.96,0.17373934,0.18251427 +3200,0.94,0.92,0.1993614,0.20043686 +3205,0.86,0.86,0.2926833,0.42590004 +3210,0.86,0.88,0.3576181,0.3745072 +3215,0.88,0.86,0.28250158,0.56379855 +3220,0.9,0.9,0.27058542,0.23642975 +3225,0.94,0.86,0.1848288,0.2323022 +3230,0.84,0.96,0.501478,0.18165293 +3235,0.92,0.94,0.22755839,0.26280272 +3240,0.8,0.92,0.37481582,0.25730473 +3245,0.92,0.92,0.26176557,0.2009436 +3250,0.88,0.86,0.23196855,0.25819734 +3255,0.94,0.88,0.22203502,0.2309325 +3260,0.84,0.98,0.28575218,0.13173908 +3265,0.88,0.9,0.37136745,0.2567415 +3270,0.92,0.84,0.28924167,0.48631984 +3275,0.84,0.9,0.405586,0.27147362 +3280,0.9,0.94,0.30934295,0.19803327 +3285,0.88,0.88,0.27576733,0.44007304 +3290,0.88,0.94,0.33757183,0.20204212 +3295,0.82,0.94,0.41885766,0.2070716 +3300,0.88,0.86,0.28598052,0.31129643 +3305,0.88,0.88,0.45674366,0.32625878 +3310,0.86,0.9,0.41360223,0.21118112 +3315,0.88,0.88,0.32785264,0.33062804 +3320,0.92,0.86,0.29434547,0.4171761 +3325,0.82,0.92,0.5452047,0.1983965 +3330,0.92,0.82,0.28847015,0.5543348 +3335,0.88,0.9,0.38569245,0.2559167 +3340,0.92,0.92,0.22102596,0.29785976 +3345,0.9,0.88,0.2556149,0.34106094 +3350,0.92,0.88,0.23728001,0.3686612 +3355,0.94,0.9,0.15824774,0.20867111 +3360,0.9,0.88,0.2898427,0.24390635 +3365,0.96,0.96,0.17115925,0.12194952 +3370,0.88,0.86,0.32134292,0.3555133 +3375,0.88,0.9,0.29361752,0.29255497 +3380,0.88,0.9,0.44093573,0.27697054 +3385,0.9,0.86,0.19583872,0.3898098 +3390,0.96,0.92,0.1431748,0.22181939 +3395,0.9,0.98,0.29393098,0.13516136 +3400,0.98,0.86,0.07227288,0.348508 +3405,0.86,0.94,0.3768486,0.20941344 +3410,0.9,0.86,0.2434433,0.26143685 +3415,0.88,0.82,0.38618064,0.44689706 +3420,0.9,0.88,0.28650796,0.35043767 +3425,0.92,0.82,0.24866867,0.46578705 +3430,0.82,0.9,0.4073794,0.22823213 +3435,0.94,0.88,0.1725703,0.35550937 +3440,0.88,0.9,0.25522918,0.30492038 +3445,0.92,0.92,0.23801334,0.18868376 +3450,0.8,0.86,0.4498801,0.3573571 +3455,0.84,0.86,0.38734803,0.47041172 +3460,0.88,0.84,0.23785391,0.47875687 +3465,0.9,0.84,0.27261776,0.45659506 +3470,0.9,0.92,0.31575784,0.24623178 +3475,0.92,0.88,0.22149783,0.36601934 +3480,0.86,0.9,0.30799648,0.20841564 +3485,0.8,0.84,0.48572877,0.30274972 +3490,0.88,0.92,0.35679185,0.2072112 +3495,0.92,0.94,0.23310728,0.20927517 +3500,0.9,0.86,0.22416672,0.3562429 +3505,0.9,0.9,0.31834024,0.3698484 +3510,0.9,0.86,0.22382595,0.40320182 +3515,0.9,0.84,0.29948533,0.5637738 +3520,0.8,0.9,0.36667785,0.3413382 +3525,0.9,0.88,0.2619764,0.32125762 +3530,0.88,0.86,0.24695878,0.29778472 +3535,0.94,0.9,0.27473584,0.3590796 +3540,0.9,0.9,0.26991126,0.25545323 +3545,0.88,0.92,0.29505846,0.24835274 +3550,0.88,0.82,0.27514586,0.42670137 +3555,0.92,0.9,0.19444038,0.3909301 +3560,0.84,0.88,0.54259896,0.27934936 +3565,0.88,0.82,0.40196756,0.343647 +3570,0.9,0.92,0.261386,0.2992629 +3575,0.94,0.9,0.18234703,0.18636358 +3580,0.96,0.88,0.16867182,0.30224892 +3585,0.9,0.84,0.22294255,0.32749248 +3590,0.96,0.86,0.14553317,0.20536403 +3595,0.88,0.88,0.4033941,0.28341252 +3600,0.94,0.98,0.34708762,0.1689022 +3605,0.9,0.94,0.23901226,0.19888383 +3610,0.94,0.88,0.19073099,0.29219347 +3615,0.86,0.76,0.29679152,0.5474406 +3620,0.88,0.84,0.31508142,0.33184546 +3625,0.86,0.88,0.31278932,0.28644758 +3630,0.82,0.9,0.44651708,0.32670364 +3635,0.86,0.94,0.42320514,0.13473906 +3640,0.94,0.9,0.14396968,0.30051005 +3645,0.84,0.9,0.46910793,0.28683913 +3650,0.98,0.88,0.21032707,0.24842653 +3655,0.9,0.84,0.30753583,0.47598472 +3660,0.86,0.92,0.36955756,0.27110356 +3665,0.86,0.9,0.39742547,0.21618906 +3670,0.78,0.84,0.46372673,0.49054062 +3675,0.98,0.94,0.107839964,0.14932877 +3680,0.9,0.88,0.22643898,0.3893552 +3685,0.9,0.96,0.3038448,0.16953716 +3690,0.92,0.88,0.34003583,0.25326088 +3695,0.9,0.82,0.21944058,0.40481868 +3700,0.9,0.86,0.17215084,0.29013252 +3705,0.96,0.84,0.20747913,0.46522444 +3710,0.84,0.82,0.46670318,0.45706454 +3715,0.84,0.86,0.384859,0.40144148 +3720,0.94,0.84,0.25746548,0.44004205 +3725,0.8,0.88,0.510524,0.31760013 +3730,0.92,0.92,0.21947981,0.2149704 +3735,0.9,0.92,0.26392397,0.28637022 +3740,0.88,0.84,0.33864534,0.42221344 +3745,0.84,0.9,0.4869382,0.32683548 +3750,0.94,0.9,0.21140343,0.26914072 +3755,0.86,0.92,0.32129037,0.28206614 +3760,0.92,0.84,0.16972496,0.3838921 +3765,0.94,0.88,0.24334879,0.26887867 +3770,0.9,0.88,0.22509995,0.2869128 +3775,0.9,0.96,0.21607359,0.1441718 +3780,0.92,0.92,0.18218394,0.26859 +3785,0.92,0.88,0.34997427,0.32443383 +3790,0.82,0.96,0.43020967,0.1675547 +3795,0.88,0.9,0.21909948,0.3058127 +3800,0.92,0.96,0.28214848,0.18011807 +3805,0.86,0.92,0.3390631,0.16069432 +3810,0.92,0.82,0.38593212,0.41524848 +3815,0.86,0.9,0.434844,0.33392084 +3820,0.92,0.82,0.28296003,0.33332223 +3825,0.8,0.94,0.49564183,0.17187808 +3830,0.86,0.92,0.40742233,0.31706756 +3835,0.88,0.9,0.34377176,0.28647766 +3840,0.92,0.86,0.23419401,0.39388564 +3845,0.92,0.9,0.27483276,0.27371737 +3850,0.86,0.88,0.32462966,0.39573258 +3855,0.9,0.88,0.20934658,0.34365976 +3860,0.9,0.88,0.27554747,0.27260676 +3865,0.84,0.92,0.30984607,0.29841614 +3870,0.92,0.9,0.2208593,0.28873405 +3875,0.84,0.84,0.3762939,0.27432048 +3880,0.92,0.88,0.29096666,0.37876076 +3885,0.92,0.84,0.25536633,0.41656226 +3890,0.92,0.96,0.30301467,0.14205699 +3895,0.86,0.92,0.37054902,0.2621554 +3900,0.88,0.92,0.34946328,0.24154314 +3905,0.82,0.86,0.37984753,0.31508926 +3910,0.92,0.88,0.26006702,0.32066792 +3915,0.92,0.88,0.1682182,0.20532867 +3920,0.96,0.94,0.19684085,0.22302662 +3925,0.88,0.88,0.34902775,0.23389687 +3930,0.9,0.92,0.27246627,0.25809994 +3935,0.92,0.86,0.17718439,0.33090973 +3940,0.9,0.92,0.27814072,0.24548812 +3945,0.8,0.92,0.34048286,0.26009828 +3950,0.94,0.86,0.18834516,0.26168233 +3955,0.9,0.92,0.32215515,0.21675709 +3960,0.96,0.86,0.13097411,0.2617886 +3965,0.9,0.86,0.2432125,0.3460974 +3970,0.88,0.86,0.29180077,0.37812537 +3975,0.94,0.94,0.22852604,0.2650631 +3980,0.98,0.78,0.10036298,0.3692537 +3985,0.84,0.92,0.38562104,0.18201275 +3990,0.9,0.88,0.27482134,0.34443688 +3995,0.92,0.86,0.26649264,0.43637878 +4000,0.92,0.86,0.2745837,0.36671135 +4005,0.78,0.94,0.5601411,0.25629866 +4010,0.94,0.94,0.16788052,0.30749252 +4015,0.86,0.86,0.49640808,0.50339985 +4020,0.9,0.94,0.35230422,0.22883163 +4025,0.94,0.94,0.25031963,0.19209087 +4030,0.9,0.92,0.23436531,0.18060766 +4035,0.9,0.82,0.31707102,0.44961685 +4040,0.88,0.78,0.28782314,0.47946477 +4045,0.86,0.78,0.34660903,0.48510513 +4050,0.88,0.88,0.31777167,0.37015343 +4055,0.9,0.9,0.2705278,0.21970107 +4060,0.94,0.84,0.18262824,0.36030102 +4065,0.92,0.9,0.23700267,0.24620567 +4070,0.88,0.92,0.34251714,0.23497956 +4075,0.92,0.88,0.20219754,0.22304371 +4080,0.84,0.86,0.37669545,0.30441356 +4085,0.9,0.92,0.34450355,0.29788458 +4090,0.86,0.96,0.42266405,0.1703108 +4095,0.82,0.86,0.40863678,0.3109564 +4100,0.84,0.86,0.43280205,0.3369131 +4105,0.96,0.88,0.1987394,0.35662964 +4110,0.98,0.82,0.10235456,0.48354882 +4115,0.9,0.86,0.3430879,0.4040447 +4120,0.86,0.9,0.23808868,0.39288312 +4125,0.9,0.92,0.33701435,0.25339347 +4130,0.9,0.96,0.21515469,0.12483671 +4135,0.96,0.86,0.18535133,0.3509708 +4140,0.84,0.92,0.407545,0.25094596 +4145,0.84,0.98,0.30137292,0.12934951 +4150,0.88,0.94,0.29067615,0.2238076 +4155,0.9,0.96,0.41049436,0.1689511 +4160,0.82,0.9,0.38577893,0.35707337 +4165,0.98,0.92,0.155427,0.17174616 +4170,0.94,0.86,0.20644276,0.34289265 +4175,0.84,0.84,0.2893091,0.38780254 +4180,0.92,0.86,0.30854985,0.37314677 +4185,0.84,0.9,0.41761672,0.342439 +4190,0.96,0.86,0.16339427,0.3841739 +4195,0.88,0.88,0.34459266,0.27103493 +4200,0.94,0.96,0.24079077,0.20411506 +4205,0.98,0.84,0.1261999,0.38833684 +4210,0.88,0.92,0.23897132,0.2614938 +4215,0.8,0.88,0.4121639,0.30628604 +4220,0.92,0.92,0.20705391,0.20454107 +4225,0.88,0.86,0.3663138,0.3451757 +4230,0.86,0.9,0.34311187,0.2406457 +4235,0.94,0.88,0.1874463,0.24514507 +4240,0.9,0.96,0.33202693,0.16495277 +4245,0.92,0.92,0.23981903,0.21439455 +4250,0.94,0.9,0.21532018,0.30968532 +4255,0.88,0.96,0.3365902,0.17895596 +4260,0.88,0.88,0.32218993,0.28569755 +4265,0.88,0.88,0.2598812,0.25072357 +4270,0.9,0.84,0.272137,0.38498184 +4275,0.86,0.94,0.41527137,0.33242637 +4280,0.92,0.9,0.19089693,0.3031163 +4285,0.92,0.94,0.25519696,0.1789014 +4290,0.94,0.84,0.14781597,0.576742 +4295,0.9,0.86,0.25833085,0.24746159 +4300,0.88,0.92,0.38888,0.30141032 +4305,0.88,0.86,0.33202106,0.27282897 +4310,0.92,0.86,0.26928058,0.28400886 +4315,0.9,0.94,0.2509998,0.18741581 +4320,0.9,0.9,0.25163797,0.21963295 +4325,0.92,0.92,0.15985325,0.21495259 +4330,0.8,0.92,0.4468853,0.2204274 +4335,0.92,0.84,0.3146344,0.31225845 +4340,0.94,0.9,0.14125854,0.21827498 +4345,0.86,0.88,0.3165368,0.28229484 +4350,0.92,0.96,0.31103855,0.2664443 +4355,0.9,0.84,0.38366508,0.38331142 +4360,0.94,0.98,0.27189147,0.12663502 +4365,0.86,0.92,0.3013469,0.27453816 +4370,0.94,0.94,0.25581235,0.2865373 +4375,0.9,0.96,0.27714324,0.15855123 +4380,0.82,0.94,0.3492221,0.23124424 +4385,0.86,0.9,0.35723493,0.36594605 +4390,0.9,0.9,0.23083143,0.24639438 +4395,0.88,0.94,0.33693993,0.27716672 +4400,0.92,0.9,0.19432804,0.30222842 +4405,0.94,0.92,0.16855583,0.18833919 +4410,0.92,0.82,0.25852048,0.4918829 +4415,0.96,0.84,0.10258379,0.3681891 +4420,0.88,0.9,0.34057096,0.3246039 +4425,0.88,0.88,0.25400484,0.30325213 +4430,0.84,0.86,0.40397725,0.34346184 +4435,0.9,0.86,0.25379,0.35622582 +4440,0.96,0.9,0.14879923,0.269286 +4445,0.86,0.9,0.37672767,0.24126092 +4450,0.84,0.84,0.35208952,0.37992585 +4455,0.88,0.96,0.28013968,0.12154157 +4460,0.9,0.84,0.26955768,0.2776195 +4465,0.88,0.92,0.4739138,0.14052269 +4470,0.92,0.88,0.28989986,0.22607642 +4475,0.92,0.9,0.23938568,0.16916391 +4480,0.9,0.92,0.27836886,0.30239305 +4485,0.86,0.88,0.36592925,0.26783535 +4490,0.88,0.94,0.38985166,0.16739844 +4495,0.94,0.86,0.24362762,0.52645487 +4500,0.9,0.94,0.19713216,0.13123396 +4505,0.88,0.9,0.2571353,0.24986319 +4510,0.86,0.86,0.3409195,0.44620007 +4515,0.94,0.9,0.275415,0.3541829 +4520,0.84,0.88,0.33331963,0.32251737 +4525,0.84,0.96,0.50632346,0.19347115 +4530,0.88,0.92,0.29673567,0.22050045 +4535,0.88,0.82,0.34778777,0.34843305 +4540,0.88,0.9,0.29175928,0.36711967 +4545,0.92,0.88,0.37818265,0.43322265 +4550,0.92,0.88,0.28727964,0.30948055 +4555,0.84,0.88,0.4333277,0.21811178 +4560,0.88,0.82,0.3487298,0.3239252 +4565,0.9,0.94,0.23798372,0.2783625 +4570,0.9,0.88,0.32697135,0.3138028 +4575,0.86,0.98,0.38285035,0.1351322 +4580,0.9,0.94,0.26597565,0.22969346 +4585,0.9,0.92,0.24273212,0.21178558 +4590,0.92,0.94,0.2966837,0.20046273 +4595,0.88,0.88,0.30011716,0.23792492 +4600,0.82,0.94,0.409127,0.24290024 +4605,0.88,0.94,0.32666817,0.17473753 +4610,0.92,0.96,0.21239875,0.1686584 +4615,1.0,0.84,0.118547514,0.34147614 +4620,0.86,0.88,0.31219766,0.35694364 +4625,0.84,0.92,0.3576469,0.28204834 +4630,0.86,0.9,0.409777,0.24377424 +4635,0.96,0.9,0.24213162,0.34676507 +4640,0.94,0.88,0.13359208,0.26159132 +4645,0.9,0.92,0.27281234,0.26262096 +4650,0.82,0.88,0.51020545,0.39686963 +4655,0.94,0.92,0.18486317,0.19863978 +4660,0.86,0.92,0.38967,0.3250087 +4665,0.92,0.92,0.2287618,0.1893425 +4670,0.84,0.88,0.34517428,0.28093788 +4675,0.92,0.86,0.27836454,0.2528009 +4680,0.92,0.92,0.26873618,0.2903248 +4685,0.88,0.88,0.20246348,0.29401532 +4690,0.84,0.94,0.5056232,0.17695141 +4695,0.9,0.86,0.32250497,0.27092975 +4700,0.92,0.94,0.17618546,0.25509322 +4705,0.9,0.88,0.22544323,0.25451934 +4710,0.88,0.92,0.29210865,0.25431317 +4715,0.82,0.86,0.39920053,0.29293814 +4720,0.94,0.92,0.16864076,0.19247223 +4725,0.88,0.94,0.35546002,0.17984529 +4730,0.94,0.96,0.17137481,0.12192356 +4735,0.92,0.8,0.25773698,0.48553413 +4740,0.88,0.92,0.3731958,0.28552955 +4745,0.88,0.94,0.27156833,0.16324164 +4750,0.9,0.92,0.31080973,0.24606642 +4755,0.92,0.9,0.18248935,0.22779505 +4760,0.94,0.94,0.19292438,0.16116303 +4765,0.88,0.94,0.2729543,0.18568496 +4770,0.9,0.86,0.2448035,0.32054892 +4775,0.94,0.86,0.19839121,0.4712751 +4780,0.92,0.92,0.3443268,0.31860173 +4785,0.88,0.84,0.3588024,0.31414273 +4790,0.98,0.84,0.09843425,0.32918155 +4795,0.8,0.96,0.4763391,0.14173214 +4800,0.92,0.94,0.22007771,0.13292123 +4805,0.9,0.82,0.32359207,0.36551535 +4810,0.86,0.94,0.30864203,0.1659869 +4815,0.92,0.92,0.29284325,0.18425098 +4820,0.9,0.92,0.27670714,0.2586162 +4825,0.94,0.94,0.15883589,0.15898563 +4830,0.86,0.9,0.29671258,0.37353858 +4835,0.92,0.9,0.17876273,0.20128016 +4840,0.84,0.82,0.42875803,0.3635566 +4845,0.84,0.86,0.33431494,0.37568253 +4850,0.9,0.84,0.29224014,0.47761184 +4855,0.92,0.9,0.21831772,0.31638187 +4860,0.82,0.86,0.34044144,0.32308868 +4865,0.86,0.88,0.37532112,0.43983158 +4870,0.94,0.86,0.16904765,0.39289594 +4875,0.84,0.92,0.3953035,0.2040427 +4880,0.94,0.9,0.1435175,0.32042992 +4885,0.9,0.94,0.25367856,0.14409298 +4890,0.94,0.96,0.22112732,0.14712495 +4895,0.92,0.94,0.21738046,0.16820535 +4900,0.92,0.88,0.24462429,0.27437785 +4905,0.82,0.86,0.42122474,0.24084511 +4910,0.92,0.88,0.24972183,0.36883998 +4915,0.94,0.92,0.20817083,0.1971212 +4920,0.92,0.86,0.2665548,0.37837923 +4925,0.9,0.92,0.21268544,0.17166176 +4930,0.9,0.92,0.30288947,0.19122058 +4935,0.92,0.9,0.19179219,0.34347633 +4940,0.9,0.82,0.33426943,0.53279203 +4945,0.86,0.88,0.36430442,0.26354018 +4950,0.9,0.94,0.28953964,0.19523306 +4955,0.94,0.88,0.16145381,0.30284393 +4960,0.88,0.9,0.3086677,0.27548063 +4965,0.86,0.9,0.3223949,0.33566245 +4970,0.88,0.92,0.21604353,0.23278053 +4975,0.92,0.88,0.2387473,0.3556122 +4980,0.88,0.9,0.3108289,0.21637902 +4985,0.92,0.88,0.23659919,0.32570744 +4990,0.88,0.9,0.30397943,0.27261665 +4995,0.88,0.84,0.36080933,0.4158869 +5000,0.9,0.82,0.35609004,0.50072026 +5005,0.98,0.9,0.13899331,0.26394963 +5010,0.96,0.92,0.18122634,0.19531251 +5015,0.9,0.92,0.40309516,0.28757188 +5020,0.92,0.82,0.27370387,0.3697171 +5025,0.84,0.94,0.4037511,0.23008028 +5030,0.96,0.96,0.15900451,0.13404194 +5035,0.92,0.9,0.36367297,0.21529111 +5040,0.86,0.8,0.2801143,0.4865894 +5045,0.98,0.88,0.07532899,0.351785 +5050,0.9,0.86,0.2011203,0.47902313 +5055,0.92,0.94,0.27884465,0.18448482 +5060,0.98,0.92,0.11990783,0.2619213 +5065,0.96,0.86,0.22364803,0.35458505 +5070,0.96,0.88,0.23385674,0.42025894 +5075,0.9,0.94,0.33128425,0.18274899 +5080,0.94,0.94,0.2984711,0.22174823 +5085,0.96,0.9,0.17757367,0.25510594 +5090,0.92,0.88,0.27907836,0.32007718 +5095,0.96,0.88,0.21161945,0.2776313 +5100,0.92,0.9,0.18212578,0.2666378 +5105,0.86,0.98,0.3986173,0.17099723 +5110,0.92,0.9,0.21053062,0.3645393 +5115,0.88,0.8,0.29053134,0.37242058 +5120,0.96,0.92,0.16673273,0.311048 +5125,0.88,0.88,0.33134887,0.29900247 +5130,0.92,0.88,0.26607007,0.3416053 +5135,0.9,0.92,0.2124502,0.23690006 +5140,0.84,0.86,0.3491537,0.327611 +5145,0.9,0.8,0.2769977,0.4215952 +5150,0.96,0.86,0.18062954,0.3025216 +5155,0.98,0.9,0.09680452,0.23875327 +5160,0.9,0.88,0.23056553,0.36271632 +5165,0.88,0.96,0.28609216,0.12474434 +5170,0.9,0.86,0.33065942,0.34571517 +5175,0.92,0.86,0.18666191,0.3923543 +5180,0.9,0.86,0.24822806,0.24347092 +5185,0.84,0.9,0.5089834,0.30500135 +5190,0.94,0.9,0.22297387,0.2574123 +5195,0.86,0.86,0.44619137,0.33997223 +5200,0.88,0.86,0.27812326,0.3182042 +5205,0.88,0.86,0.20777012,0.31739408 +5210,0.84,0.9,0.37038085,0.36618993 +5215,0.92,0.8,0.3553306,0.4874476 +5220,0.9,0.92,0.22754826,0.31679985 +5225,0.92,0.92,0.19009013,0.22873805 +5230,0.86,0.9,0.25406286,0.2585999 +5235,0.94,0.9,0.17969525,0.21334103 +5240,0.94,0.9,0.13444656,0.3552423 +5245,0.92,0.86,0.20736012,0.5509091 +5250,0.94,0.84,0.19318962,0.4364914 +5255,0.88,0.88,0.30871242,0.3812992 +5260,0.88,0.88,0.26338056,0.45795536 +5265,0.94,0.92,0.20782223,0.22677736 +5270,0.94,0.94,0.16147682,0.20980059 +5275,0.88,1.0,0.41855553,0.08670197 +5280,0.9,0.96,0.18520065,0.21666527 +5285,0.84,0.9,0.40315098,0.37479073 +5290,0.94,0.92,0.28483242,0.20333329 +5295,0.98,0.92,0.09876823,0.2785746 +5300,0.9,0.94,0.21739891,0.23338974 +5305,0.98,0.94,0.21887264,0.26011103 +5310,0.88,0.86,0.21097594,0.5066164 +5315,0.98,0.88,0.098320626,0.3835621 +5320,0.9,0.9,0.29730698,0.27823508 +5325,0.98,0.9,0.09288487,0.22670525 +5330,0.94,0.96,0.12725514,0.14702867 +5335,0.98,0.92,0.13061799,0.2725357 +5340,0.94,0.9,0.3878685,0.35446477 +5345,0.9,0.9,0.2430244,0.25733316 +5350,0.92,0.9,0.23837356,0.23728663 +5355,0.94,0.86,0.17117772,0.43075606 +5360,0.92,0.94,0.2839564,0.15139785 +5365,0.92,0.88,0.15139915,0.31864926 +5370,0.88,0.82,0.34062436,0.4278859 +5375,0.88,0.86,0.25407696,0.3792836 +5380,0.96,0.9,0.20980674,0.1623925 +5385,0.92,0.86,0.3056673,0.30625203 +5390,0.84,0.86,0.42443115,0.3157146 +5395,0.92,0.92,0.22349712,0.26048055 +5400,0.94,0.92,0.17837799,0.23491314 +5405,0.9,0.98,0.22152004,0.10551685 +5410,0.98,0.82,0.12785439,0.3974262 +5415,0.94,0.86,0.26093948,0.43508062 +5420,0.96,0.94,0.15035672,0.19012375 +5425,0.94,0.84,0.25269485,0.4579573 +5430,0.94,0.92,0.21397747,0.19352163 +5435,0.94,0.94,0.22248827,0.12669316 +5440,0.86,0.9,0.30704346,0.2136092 +5445,0.86,0.92,0.45451555,0.21950947 +5450,0.92,0.9,0.32566053,0.23526187 +5455,0.92,0.86,0.16876219,0.29832944 +5460,0.92,0.96,0.29485747,0.15944967 +5465,0.92,0.84,0.3401834,0.5118025 +5470,0.96,0.82,0.12997301,0.381655 +5475,0.9,0.9,0.2847929,0.24516721 +5480,0.9,0.88,0.3023256,0.47936097 +5485,0.84,0.9,0.5568001,0.41757575 +5490,0.88,0.86,0.29946217,0.3181595 +5495,0.9,0.96,0.2744049,0.19268876 +5500,0.92,0.84,0.18909866,0.43356326 +5505,0.96,0.9,0.14108819,0.21554302 +5510,0.84,0.9,0.3160759,0.24991615 +5515,0.92,0.84,0.2415291,0.32300204 +5520,0.92,0.96,0.23570646,0.15291812 +5525,0.9,0.94,0.28070247,0.17691106 +5530,0.88,0.94,0.25640944,0.21927005 +5535,0.9,0.9,0.2206393,0.30115813 +5540,0.86,0.96,0.2864357,0.17678382 +5545,0.88,0.82,0.33441293,0.4488311 +5550,0.88,0.96,0.222919,0.19733238 +5555,0.86,0.94,0.3002275,0.22147974 +5560,0.94,0.94,0.18798536,0.19605888 +5565,0.88,0.82,0.34689614,0.32272995 +5570,0.96,0.92,0.13255128,0.20497617 +5575,0.92,0.94,0.14517498,0.14644137 +5580,0.88,0.94,0.34372792,0.18429683 +5585,0.94,0.94,0.19804947,0.3009799 +5590,0.92,0.9,0.19339725,0.27135262 +5595,0.94,0.96,0.25718728,0.15060867 +5600,0.88,0.86,0.20639347,0.2960576 +5605,0.88,0.96,0.28495848,0.12703413 +5610,1.0,0.92,0.05176079,0.15770423 +5615,0.88,0.9,0.31593698,0.31481403 +5620,0.94,0.94,0.1460111,0.1539953 +5625,0.8,0.92,0.39761457,0.25598505 +5630,0.9,0.86,0.2524139,0.40207374 +5635,0.88,0.88,0.19612461,0.2703277 +5640,0.84,0.94,0.2580669,0.17782395 +5645,0.9,0.92,0.3497178,0.20207767 +5650,0.9,0.94,0.2731366,0.29733872 +5655,0.9,0.9,0.28912553,0.23852028 +5660,0.88,0.9,0.275142,0.25733408 +5665,0.96,0.98,0.17903313,0.10746292 +5670,0.92,0.9,0.19118768,0.32105505 +5675,0.92,0.86,0.21464211,0.3766259 +5680,0.98,0.92,0.1358706,0.30462208 +5685,0.84,0.9,0.44809523,0.4094503 +5690,0.9,0.86,0.33388597,0.26740432 +5695,0.92,0.86,0.15398882,0.22313485 +5700,0.94,0.96,0.18660608,0.16575219 +5705,0.96,0.96,0.23361063,0.1401855 +5710,0.98,0.92,0.15711704,0.17796725 +5715,0.94,0.88,0.1946332,0.2727131 +5720,0.82,0.9,0.40652817,0.1751017 +5725,0.94,0.94,0.14135581,0.26293328 +5730,0.92,0.94,0.24145122,0.24001537 +5735,0.92,0.88,0.3203966,0.33134818 +5740,0.92,0.96,0.2231567,0.16506493 +5745,0.9,0.94,0.32832223,0.3757449 +5750,0.92,0.86,0.19598073,0.42418164 +5755,0.92,0.9,0.2018414,0.23452228 +5760,0.82,0.9,0.49036148,0.31508598 +5765,0.88,0.86,0.2964137,0.34091416 +5770,0.92,0.94,0.25656062,0.19363576 +5775,0.84,0.92,0.35285735,0.24525982 +5780,0.86,0.94,0.25513053,0.22433369 +5785,0.98,0.94,0.16179119,0.23310123 +5790,0.96,0.88,0.14938527,0.28158402 +5795,0.96,0.92,0.16267264,0.2536225 +5800,0.92,0.9,0.21145257,0.27172813 +5805,0.94,0.92,0.28657058,0.23557274 +5810,0.88,0.9,0.2854524,0.2935647 +5815,0.82,0.84,0.34249356,0.30330512 +5820,0.94,0.9,0.16971447,0.26627108 +5825,0.9,0.88,0.21764278,0.27207807 +5830,0.96,0.84,0.1234964,0.37444124 +5835,0.78,0.86,0.4118866,0.35345024 +5840,0.94,0.98,0.12835865,0.06523293 +5845,0.94,0.86,0.20650417,0.34987336 +5850,0.86,0.88,0.34084508,0.3315219 +5855,0.88,0.94,0.23056965,0.14121789 +5860,0.88,0.9,0.28451696,0.20502132 +5865,0.98,0.9,0.2024773,0.23345864 +5870,0.94,0.88,0.18576817,0.29431033 +5875,0.92,0.98,0.28765523,0.0733355 +5880,0.98,0.92,0.13926914,0.25844944 +5885,0.94,0.88,0.21111459,0.29843462 +5890,0.9,0.92,0.28738,0.19614261 +5895,0.9,0.9,0.26546812,0.1741348 +5900,0.88,0.84,0.2754946,0.39978883 +5905,0.92,0.9,0.23759833,0.27894828 +5910,0.86,0.78,0.43375206,0.4889276 +5915,0.88,0.86,0.29131916,0.31065136 +5920,0.86,0.92,0.29564506,0.21168941 +5925,0.9,0.96,0.2375645,0.21684971 +5930,0.96,0.9,0.16479668,0.36707252 +5935,0.92,0.94,0.22443762,0.16069642 +5940,0.98,0.92,0.1175981,0.2533404 +5945,0.98,0.82,0.15205409,0.5029072 +5950,0.92,0.92,0.17257512,0.26009133 +5955,1.0,0.88,0.0813261,0.3886352 +5960,0.96,0.84,0.16801202,0.4674967 +5965,0.88,0.9,0.35135335,0.28152767 +5970,0.94,0.94,0.14415722,0.19475673 +5975,0.94,0.96,0.13396086,0.1906677 +5980,0.88,0.88,0.33071026,0.28334552 +5985,0.86,0.94,0.43189088,0.22237758 +5990,0.9,0.84,0.2752618,0.49503678 +5995,0.96,0.94,0.11374441,0.30443913 +6000,0.92,0.94,0.2348015,0.24478313 +6005,0.96,0.9,0.2031776,0.2600107 +6010,0.92,0.78,0.29787734,0.4204886 +6015,0.9,0.92,0.21213901,0.1814283 +6020,0.88,0.92,0.29284367,0.18354475 +6025,0.9,0.94,0.2829142,0.14475046 +6030,0.9,0.92,0.27077794,0.19353807 +6035,0.84,0.86,0.2728716,0.29912958 +6040,0.94,0.9,0.13033305,0.26114926 +6045,0.86,0.94,0.2562726,0.20540987 +6050,0.94,0.9,0.16896707,0.38304573 +6055,0.88,0.86,0.35216546,0.38462484 +6060,0.94,0.94,0.16794921,0.15881294 +6065,0.92,0.86,0.17326574,0.35311103 +6070,0.98,0.96,0.13233936,0.16126814 +6075,0.9,0.9,0.26225787,0.1914332 +6080,0.94,0.9,0.2889396,0.21364899 +6085,0.84,1.0,0.37382835,0.064574026 +6090,0.94,0.9,0.22198944,0.2479093 +6095,1.0,0.92,0.10057159,0.14448969 +6100,0.92,0.96,0.16356926,0.208673 +6105,0.88,0.88,0.30909786,0.2667313 +6110,0.86,0.88,0.3250892,0.31200218 +6115,0.88,0.92,0.3053534,0.16557957 +6120,0.92,0.92,0.19506589,0.28573012 +6125,0.98,0.86,0.08359126,0.26043427 +6130,0.88,0.94,0.21100718,0.16606255 +6135,0.94,0.9,0.16945149,0.42512378 +6140,1.0,0.94,0.08084178,0.22069749 +6145,0.9,0.86,0.27909437,0.30736506 +6150,0.96,0.9,0.24090086,0.29503894 +6155,0.9,0.88,0.32479447,0.38975203 +6160,0.98,0.86,0.10544922,0.48078838 +6165,0.92,0.9,0.21841228,0.35448265 +6170,0.88,0.86,0.36852425,0.43343812 +6175,0.88,0.86,0.33570114,0.36482173 +6180,0.92,0.96,0.17696176,0.11207605 +6185,0.8,0.9,0.36130962,0.30874863 +6190,0.92,0.88,0.25314373,0.2934258 +6195,0.94,0.8,0.19041775,0.35974494 +6200,0.9,0.86,0.28988433,0.4224283 +6205,0.96,0.9,0.14831755,0.30278978 +6210,0.96,0.86,0.21694675,0.32600012 +6215,0.94,0.88,0.2220566,0.32244092 +6220,0.92,0.86,0.23109184,0.23750839 +6225,1.0,0.88,0.05582363,0.38788977 +6230,1.0,0.86,0.09485432,0.3749308 +6235,0.88,0.88,0.32960212,0.23994574 +6240,0.94,0.86,0.22075851,0.32802445 +6245,0.94,0.92,0.16079918,0.1688674 +6250,0.9,0.86,0.25766683,0.32025552 +6255,0.92,0.88,0.32683742,0.25400794 +6260,0.9,0.9,0.27720922,0.29605338 +6265,0.94,0.98,0.24650657,0.0819957 +6270,0.88,0.94,0.24000762,0.22403684 +6275,0.88,0.88,0.30023807,0.4428027 +6280,0.94,0.86,0.21877795,0.349655 +6285,0.94,0.88,0.22617291,0.2398872 +6290,0.9,0.86,0.2467896,0.2567944 +6295,0.94,0.98,0.17994568,0.108280174 +6300,0.9,0.9,0.24618596,0.17648692 +6305,0.94,0.96,0.20011076,0.20804995 +6310,0.88,0.94,0.22224611,0.19082385 +6315,0.98,0.94,0.102986984,0.17539842 +6320,0.78,0.96,0.51539046,0.12382524 +6325,0.84,0.9,0.30376357,0.20537429 +6330,0.86,0.9,0.34320924,0.30306232 +6335,0.96,0.82,0.13011338,0.37977216 +6340,0.96,0.88,0.14672203,0.2899953 +6345,0.88,0.88,0.2197091,0.3350432 +6350,0.88,0.9,0.2532995,0.20998771 +6355,0.94,0.9,0.22361416,0.2700563 +6360,0.96,0.9,0.14497504,0.22001366 +6365,0.86,0.9,0.41330844,0.13971944 +6370,0.92,0.88,0.24074867,0.27507675 +6375,0.88,0.94,0.42857224,0.14060813 +6380,0.9,0.92,0.20684978,0.1965063 +6385,0.94,0.78,0.21969087,0.578222 +6390,0.96,0.88,0.19920178,0.26450455 +6395,0.9,0.8,0.29609874,0.47954446 +6400,0.92,0.92,0.1740873,0.23920739 +6405,0.94,0.88,0.16954373,0.20497961 +6410,0.88,0.92,0.29547352,0.25511792 +6415,0.96,0.86,0.16425467,0.3910521 +6420,0.84,0.96,0.35003823,0.1887401 +6425,0.94,0.92,0.20183277,0.24331734 +6430,0.96,0.88,0.19679368,0.3455313 +6435,0.94,0.86,0.19987904,0.3670191 +6440,0.88,0.94,0.37395683,0.18677294 +6445,0.98,0.94,0.14847627,0.22388464 +6450,0.88,0.9,0.32545003,0.26771542 +6455,0.88,0.88,0.27616096,0.39555886 +6460,0.94,0.9,0.23271532,0.23370442 +6465,0.9,0.9,0.224254,0.22838901 +6470,0.94,0.88,0.1803719,0.31359908 +6475,0.92,0.94,0.20212665,0.18182872 +6480,0.96,0.86,0.11640572,0.4559104 +6485,0.9,0.82,0.25485417,0.45605996 +6490,0.9,0.98,0.21109283,0.090378374 +6495,0.9,0.94,0.2277978,0.14937812 +6500,0.88,0.86,0.29522693,0.26342312 +6505,0.92,0.84,0.20189472,0.2919706 +6510,0.96,0.9,0.13599429,0.31519613 +6515,0.92,0.94,0.21916775,0.3137742 +6520,0.88,0.96,0.4108441,0.15245982 +6525,0.9,0.88,0.26354766,0.28167143 +6530,0.9,0.92,0.2559198,0.28078791 +6535,0.92,0.94,0.23104134,0.24406451 +6540,0.9,0.84,0.2898378,0.34922755 +6545,0.9,0.82,0.32871324,0.46194297 +6550,0.96,0.88,0.15196474,0.33133695 +6555,0.88,0.92,0.33257493,0.27771693 +6560,0.92,0.82,0.2957418,0.38311413 +6565,0.94,0.94,0.15845355,0.18548673 +6570,0.92,0.94,0.24047779,0.16818747 +6575,0.9,0.92,0.21968049,0.221229 +6580,0.9,0.96,0.24261908,0.18543823 +6585,0.86,0.92,0.4233755,0.25188488 +6590,0.94,0.88,0.2059873,0.26488426 +6595,0.92,0.96,0.18218872,0.14057834 +6600,0.92,0.86,0.20113742,0.2888343 +6605,0.9,0.92,0.19846687,0.1422156 +6610,0.92,0.88,0.32533374,0.3869875 +6615,0.9,0.94,0.27653277,0.18173805 +6620,0.88,0.92,0.32092887,0.16911018 +6625,1.0,0.94,0.101476215,0.26338515 +6630,0.96,0.92,0.1843407,0.18851237 +6635,0.88,0.92,0.24885918,0.17390764 +6640,0.9,0.86,0.2680608,0.25825775 +6645,0.94,0.98,0.2131936,0.10969229 +6650,0.96,0.84,0.15929002,0.27948335 +6655,0.9,0.94,0.2786803,0.21852073 +6660,0.94,0.92,0.18916279,0.24960975 +6665,0.9,0.86,0.30776405,0.30696642 +6670,0.9,0.96,0.22206257,0.17799084 +6675,0.82,0.94,0.3955088,0.16969462 +6680,0.92,0.82,0.26694888,0.45041934 +6685,0.92,0.86,0.18111122,0.5141193 +6690,0.94,0.88,0.15250295,0.38450503 +6695,0.94,0.92,0.14829797,0.286876 +6700,0.88,0.92,0.22023883,0.31780323 +6705,0.82,0.86,0.36287782,0.29858053 +6710,0.94,0.86,0.24594456,0.3445095 +6715,0.94,0.82,0.23278728,0.50606805 +6720,1.0,0.86,0.088433705,0.29005882 +6725,0.92,0.88,0.16120337,0.22673586 +6730,0.96,0.92,0.17824689,0.26237124 +6735,0.88,0.94,0.25228584,0.19391102 +6740,0.88,0.9,0.3653489,0.2370742 +6745,0.9,0.98,0.23157817,0.13025849 +6750,0.92,0.92,0.13594575,0.20282893 +6755,0.88,0.9,0.31667438,0.28591007 +6760,0.9,0.86,0.23573421,0.20510723 +6765,0.9,0.92,0.2023726,0.2265922 +6770,0.94,0.9,0.13065654,0.24146007 +6775,0.98,0.9,0.12705682,0.37326488 +6780,0.92,0.88,0.16915476,0.32461116 +6785,0.82,0.92,0.4088711,0.22989891 +6790,0.92,0.88,0.25410846,0.29848844 +6795,0.94,0.88,0.15901348,0.30733243 +6800,0.96,0.9,0.17902154,0.30142727 +6805,0.94,0.9,0.18181176,0.17506474 +6810,0.84,0.9,0.3682992,0.2788001 +6815,0.98,0.9,0.102432385,0.19341508 +6820,0.92,0.88,0.1729515,0.24542733 +6825,0.92,0.9,0.27424756,0.26475662 +6830,0.94,0.82,0.13270833,0.44057453 +6835,0.88,0.92,0.31901717,0.26991925 +6840,0.86,0.9,0.25494197,0.22691216 +6845,0.88,0.92,0.247443,0.25414836 +6850,0.94,0.96,0.13518576,0.107176065 +6855,0.92,0.94,0.14575882,0.16279106 +6860,0.92,0.9,0.30820808,0.23875569 +6865,0.94,0.88,0.1375065,0.29424155 +6870,0.9,0.96,0.49418366,0.1452147 +6875,0.92,0.86,0.20643301,0.28240922 +6880,0.92,0.98,0.21115696,0.18608099 +6885,0.94,0.86,0.21814373,0.30563748 +6890,0.88,0.86,0.23950945,0.37737578 +6895,0.78,0.98,0.40350056,0.053776264 +6900,0.9,0.94,0.27372733,0.17796436 +6905,0.88,0.92,0.19568521,0.18786167 +6910,0.98,0.98,0.17739734,0.046684448 +6915,0.92,0.98,0.22171623,0.08068647 +6920,0.84,0.96,0.36901203,0.06905633 +6925,0.88,0.9,0.28458077,0.28967133 +6930,0.82,0.82,0.4893833,0.44003707 +6935,0.94,0.9,0.21081126,0.20227093 +6940,0.9,0.84,0.28609586,0.46967286 +6945,0.96,0.96,0.17702368,0.19649364 +6950,0.88,0.9,0.26948115,0.1944803 +6955,0.94,0.84,0.15537752,0.3641614 +6960,0.92,0.94,0.21611214,0.22332689 +6965,0.9,0.86,0.2170565,0.33998218 +6970,0.9,0.9,0.273342,0.17035398 +6975,0.88,0.9,0.32400313,0.34085247 +6980,0.92,0.84,0.22430527,0.43751606 +6985,0.96,0.96,0.12561586,0.17232436 +6990,0.84,0.82,0.3846163,0.32484376 +6995,0.94,0.9,0.2020295,0.19699153 +7000,0.92,0.96,0.25262398,0.18120986 +7005,0.88,0.88,0.27719983,0.35761955 +7010,0.92,0.9,0.21835837,0.22997604 +7015,0.96,0.88,0.13871843,0.24418965 +7020,0.88,0.88,0.29746217,0.34952775 +7025,1.0,0.9,0.056642327,0.38020244 +7030,0.92,0.9,0.2209899,0.30042228 +7035,0.9,0.88,0.23785385,0.28087997 +7040,0.88,0.9,0.30654797,0.31123334 +7045,0.96,0.92,0.1543893,0.23101376 +7050,0.94,0.94,0.13105305,0.24659185 +7055,0.88,0.94,0.45424947,0.12493676 +7060,0.98,0.94,0.15600206,0.1178282 +7065,0.88,0.86,0.28037232,0.27378395 +7070,0.92,0.86,0.28183997,0.27287632 +7075,0.9,0.96,0.30593413,0.17809853 +7080,0.98,0.94,0.10476967,0.10736756 +7085,0.94,0.94,0.18315667,0.19058724 +7090,0.98,0.92,0.19443105,0.2497057 +7095,0.94,0.9,0.12065353,0.34459677 +7100,0.8,0.9,0.35795975,0.33295867 +7105,0.9,0.84,0.18322392,0.36762315 +7110,0.96,0.92,0.1740375,0.21776477 +7115,0.92,0.9,0.22759663,0.20258544 +7120,0.94,0.94,0.14746577,0.19188972 +7125,0.86,0.96,0.32107684,0.18150467 +7130,0.86,0.72,0.27874494,0.7310606 +7135,0.9,0.9,0.17136613,0.22386606 +7140,0.92,0.9,0.32147166,0.37316903 +7145,0.92,0.88,0.20032036,0.35713708 +7150,0.8,0.84,0.37727723,0.33269948 +7155,0.82,0.9,0.3397085,0.21021332 +7160,0.96,0.94,0.14099333,0.13163207 +7165,0.94,0.96,0.21625483,0.2631125 +7170,0.92,0.88,0.173912,0.37344372 +7175,0.9,0.8,0.247041,0.4046038 +7180,0.94,0.92,0.17702183,0.3013569 +7185,0.96,0.92,0.15259585,0.21484983 +7190,0.94,0.9,0.17285034,0.29550943 +7195,0.92,0.92,0.18645479,0.22100028 +7200,0.9,0.88,0.2941486,0.3172648 +7205,0.92,0.94,0.28932828,0.20922592 +7210,0.84,0.86,0.42116097,0.30552486 +7215,0.9,0.84,0.22018234,0.39854068 +7220,1.0,0.92,0.06438901,0.26605728 +7225,0.9,0.98,0.19553049,0.106090724 +7230,0.94,0.9,0.14999571,0.28318283 +7235,0.96,0.86,0.15413809,0.3082849 +7240,0.96,0.92,0.084447645,0.17329302 +7245,0.8,0.92,0.33949357,0.28350082 +7250,0.94,0.9,0.1730261,0.20965114 +7255,0.94,0.8,0.22643974,0.44321337 +7260,0.84,0.88,0.35713902,0.45007142 +7265,0.94,0.84,0.18117245,0.3577762 +7270,0.84,0.94,0.28577045,0.17669138 +7275,0.96,0.94,0.24344009,0.17504635 +7280,0.92,0.9,0.17574024,0.24810947 +7285,0.9,0.88,0.28360468,0.27206132 +7290,0.86,0.82,0.33333406,0.5346137 +7295,0.84,0.96,0.38380754,0.11142891 +7300,0.9,0.84,0.17511144,0.46360427 +7305,0.92,0.84,0.2096693,0.35578042 +7310,0.98,0.88,0.106568925,0.31605724 +7315,0.92,0.9,0.3300627,0.2663586 +7320,0.96,0.92,0.14552438,0.28898835 +7325,0.94,0.82,0.20120376,0.40108955 +7330,0.96,0.96,0.19088322,0.20186512 +7335,0.9,0.86,0.23481865,0.27268338 +7340,0.92,0.94,0.22609724,0.14934397 +7345,0.92,0.92,0.21848793,0.2849567 +7350,0.96,0.84,0.109136276,0.4556938 +7355,0.86,0.96,0.3676474,0.16706677 +7360,0.88,0.86,0.27049035,0.25329167 +7365,0.9,0.9,0.2911053,0.26127854 +7370,0.92,0.96,0.16077015,0.2101862 +7375,0.92,0.92,0.29944754,0.15636933 +7380,0.9,0.86,0.27945632,0.3113963 +7385,0.86,0.88,0.36869606,0.31884328 +7390,0.92,0.88,0.2719732,0.3910186 +7395,0.96,0.9,0.14440095,0.21979953 +7400,0.9,0.86,0.36242923,0.41956544 +7405,0.9,0.92,0.27661714,0.2624103 +7410,0.86,0.92,0.26069435,0.17306057 +7415,0.92,0.86,0.14766593,0.27893567 +7420,0.96,0.92,0.19149828,0.18746173 +7425,0.86,0.96,0.35007814,0.15981448 +7430,0.96,0.86,0.14581501,0.34035522 +7435,0.92,0.96,0.26385066,0.15579832 +7440,0.92,0.96,0.24454892,0.20090008 +7445,0.96,0.96,0.10720623,0.21131578 +7450,0.96,0.88,0.13760567,0.25664738 +7455,0.88,0.86,0.2769111,0.33214062 +7460,0.92,0.9,0.16972032,0.22302441 +7465,0.86,0.84,0.25522712,0.4950124 +7470,0.88,0.96,0.28542334,0.093431644 +7475,0.9,0.88,0.248387,0.3348184 +7480,0.96,0.9,0.0890902,0.31630248 +7485,0.9,0.86,0.23706917,0.37322375 +7490,0.9,0.9,0.19390346,0.25816798 +7495,0.92,0.92,0.2711454,0.20323768 +7500,0.88,0.92,0.24787684,0.22003397 +7505,0.9,0.94,0.23959017,0.19544047 +7510,0.96,0.92,0.13365966,0.15954581 +7515,0.9,0.92,0.25391144,0.143979 +7520,0.94,0.92,0.18601793,0.19168335 +7525,0.84,0.96,0.33275467,0.14225079 +7530,0.84,0.92,0.40273845,0.18253931 +7535,0.9,0.94,0.26706162,0.30311447 +7540,0.96,0.96,0.15193477,0.2530692 +7545,0.86,0.92,0.3530336,0.20794564 +7550,0.92,0.92,0.28709084,0.18914184 +7555,0.92,0.92,0.20149143,0.16641493 +7560,0.92,0.9,0.16670212,0.2319611 +7565,0.94,0.92,0.35416543,0.256929 +7570,0.94,0.92,0.18749557,0.22591552 +7575,0.94,0.96,0.20091024,0.14418213 +7580,0.82,0.9,0.47902474,0.27580282 +7585,0.98,0.9,0.14101698,0.24703453 +7590,0.96,0.94,0.15989609,0.22565843 +7595,0.94,0.84,0.21807502,0.32403603 +7600,0.92,0.94,0.30544627,0.13578342 +7605,0.92,1.0,0.253994,0.106666505 +7610,0.86,0.9,0.2549255,0.27602035 +7615,0.92,0.82,0.3774167,0.41358727 +7620,0.96,0.9,0.19566925,0.28430393 +7625,0.94,0.9,0.23298128,0.20877224 +7630,0.92,0.88,0.1941021,0.21410054 +7635,0.94,0.86,0.18292442,0.34683418 +7640,0.94,0.92,0.21406387,0.16737556 +7645,0.96,0.96,0.12725472,0.13082133 +7650,0.94,0.96,0.20779718,0.18522343 +7655,0.86,0.92,0.35608423,0.20208745 +7660,0.98,0.94,0.15112132,0.17266347 +7665,0.94,0.96,0.15640233,0.22936527 +7670,0.92,0.94,0.2929058,0.23811945 +7675,0.84,0.88,0.4244567,0.28583795 +7680,0.86,0.96,0.2898197,0.17423747 +7685,0.82,0.88,0.43846333,0.32911843 +7690,0.9,0.9,0.23976807,0.3796572 +7695,0.88,0.84,0.25630572,0.35316846 +7700,0.86,0.9,0.3384015,0.28048855 +7705,0.88,0.98,0.29538774,0.1299023 +7710,0.84,0.82,0.41282356,0.3667705 +7715,1.0,0.9,0.11529821,0.20893951 +7720,0.86,0.9,0.29773492,0.19988205 +7725,0.96,0.86,0.14669155,0.509086 +7730,0.9,0.86,0.25449127,0.25865778 +7735,0.86,0.84,0.38190776,0.36719635 +7740,0.94,0.9,0.1975607,0.2944181 +7745,0.94,0.88,0.17886595,0.2885558 +7750,0.9,0.86,0.24057895,0.42633516 +7755,0.98,0.94,0.100378506,0.11536973 +7760,0.96,0.92,0.16141266,0.16197565 +7765,0.9,0.94,0.25355494,0.1848378 +7770,0.92,0.88,0.19783244,0.28369075 +7775,0.88,0.92,0.3024694,0.32920444 +7780,0.88,0.92,0.28415337,0.22023216 +7785,0.94,0.84,0.14147574,0.31982243 +7790,0.92,0.8,0.23355393,0.55428565 +7795,0.9,0.94,0.29811683,0.23238064 +7800,0.92,0.86,0.24248108,0.46805546 +7805,0.92,0.9,0.32982758,0.24677168 +7810,0.94,0.94,0.13853596,0.24387701 +7815,0.9,0.86,0.18914215,0.26519436 +7820,0.9,0.94,0.24832036,0.23713526 +7825,0.94,0.94,0.204772,0.19796844 +7830,0.94,0.92,0.26701087,0.27228633 +7835,0.94,0.92,0.14845583,0.18375722 +7840,0.98,0.94,0.08866712,0.22444193 +7845,0.92,0.92,0.15716888,0.22040287 +7850,0.94,0.94,0.2720457,0.1891291 +7855,0.94,0.96,0.14936742,0.26020467 +7860,0.96,0.94,0.15452589,0.1956243 +7865,0.96,0.9,0.14097385,0.20845574 +7870,0.9,0.92,0.29111636,0.3136758 +7875,0.94,0.96,0.12033989,0.21791445 +7880,0.9,0.94,0.21274342,0.13761187 +7885,0.94,0.96,0.17726293,0.16424595 +7890,0.9,0.86,0.27528626,0.36436853 +7895,0.94,0.9,0.2269397,0.23141997 +7900,0.94,0.96,0.16890451,0.14930192 +7905,0.98,0.94,0.07087618,0.1906318 +7910,0.96,0.9,0.18629481,0.22692347 +7915,0.96,0.9,0.2931434,0.20031635 +7920,0.94,0.86,0.14768608,0.36024418 +7925,0.92,0.92,0.16481756,0.31835648 +7930,0.96,0.9,0.16995227,0.23212847 +7935,0.92,0.96,0.18892893,0.15571082 +7940,0.84,0.94,0.33220252,0.19508763 +7945,0.98,0.88,0.14685912,0.1932423 +7950,0.94,0.9,0.15810947,0.2745973 +7955,0.92,0.9,0.1621922,0.26837075 +7960,0.9,0.92,0.2912263,0.17499612 +7965,0.86,0.92,0.29010284,0.15863171 +7970,0.9,0.96,0.28074294,0.21663071 +7975,0.96,0.86,0.17760025,0.3047724 +7980,0.92,0.92,0.24082252,0.1983356 +7985,0.92,0.94,0.24613811,0.11516611 +7990,0.92,0.88,0.19456707,0.21501924 +7995,0.94,0.96,0.21043238,0.10499167 +8000,0.92,0.92,0.24735446,0.2133411 +8005,0.9,0.94,0.2526625,0.13835615 +8010,0.94,0.88,0.19724476,0.23269612 +8015,0.94,0.96,0.25185254,0.11143838 +8020,0.88,0.86,0.24538426,0.40461406 +8025,0.94,0.88,0.1763247,0.26110682 +8030,0.94,0.9,0.16099827,0.2803296 +8035,0.96,0.94,0.19026206,0.19463609 +8040,0.94,0.96,0.13049051,0.13640939 +8045,0.88,0.84,0.35008994,0.26045403 +8050,0.94,0.92,0.095352456,0.16892654 +8055,0.92,0.86,0.25322568,0.36581016 +8060,0.86,0.92,0.43569332,0.20915408 +8065,0.98,0.92,0.09015683,0.24019676 +8070,0.84,0.92,0.3815876,0.15972428 +8075,0.96,0.94,0.1949929,0.13541193 +8080,0.92,0.92,0.25280526,0.32246926 +8085,0.96,0.94,0.22372727,0.16296269 +8090,0.96,0.82,0.114235535,0.2908183 +8095,0.96,0.88,0.087783806,0.33448902 +8100,0.94,0.82,0.17097794,0.49640346 +8105,0.9,0.94,0.20607935,0.25519866 +8110,0.94,0.88,0.16122822,0.35391626 +8115,0.88,0.9,0.25766933,0.24078546 +8120,0.96,0.96,0.13117595,0.12315834 +8125,0.88,0.94,0.29271108,0.25719258 +8130,0.96,0.94,0.16831398,0.30574343 +8135,0.92,1.0,0.24534012,0.051524024 +8140,0.84,0.9,0.3577385,0.221879 +8145,0.92,0.92,0.25798813,0.2791469 +8150,0.98,0.94,0.13436024,0.22301374 +8155,0.96,0.92,0.142504,0.3769279 +8160,0.96,0.86,0.11702541,0.2639437 +8165,0.92,0.9,0.24861744,0.39611173 +8170,0.94,0.86,0.15161562,0.32508636 +8175,0.96,0.9,0.1868877,0.22166815 +8180,0.9,0.86,0.2887617,0.31542742 +8185,0.94,0.92,0.18733351,0.25953412 +8190,0.86,0.88,0.33226338,0.32732347 +8195,0.88,0.94,0.26658112,0.2267197 +8200,0.96,0.9,0.1495588,0.2093108 +8205,0.92,0.9,0.29262742,0.26883435 +8210,0.96,0.94,0.22985202,0.21388942 +8215,0.9,0.88,0.20745358,0.3380824 +8220,0.84,0.88,0.37989286,0.2794985 +8225,0.94,0.92,0.14393397,0.2874714 +8230,0.96,0.9,0.13711011,0.35257316 +8235,0.9,0.9,0.23406969,0.20869805 +8240,0.9,0.92,0.39422503,0.2689637 +8245,0.92,0.98,0.22210126,0.076640606 +8250,0.92,0.88,0.2768972,0.18226826 +8255,0.86,0.94,0.26586032,0.18341489 +8260,0.94,0.9,0.14376768,0.19366272 +8265,0.94,0.9,0.1605063,0.24634305 +8270,0.94,0.82,0.15560493,0.43042278 +8275,0.9,0.88,0.271863,0.25452778 +8280,0.88,0.96,0.24911037,0.163237 +8285,0.9,0.98,0.27882928,0.12319184 +8290,0.98,0.92,0.19729081,0.22913942 +8295,0.92,0.96,0.21483642,0.15513141 +8300,0.92,0.92,0.21307352,0.2469667 +8305,0.9,0.94,0.288426,0.24788421 +8310,0.86,0.92,0.30815056,0.39788666 +8315,0.88,0.88,0.23263006,0.2625327 +8320,0.9,0.92,0.20157309,0.25121126 +8325,0.92,0.86,0.16090019,0.29042232 +8330,0.92,0.82,0.15806684,0.55372256 +8335,0.9,0.98,0.19614796,0.07037095 +8340,0.88,0.9,0.25571147,0.2049026 +8345,0.94,0.86,0.12940286,0.24435833 +8350,0.86,0.94,0.26609382,0.16824597 +8355,0.96,0.94,0.13490076,0.1961738 +8360,0.96,0.92,0.20449387,0.26532224 +8365,0.9,0.88,0.3066182,0.32733834 +8370,0.9,0.9,0.23671605,0.23745087 +8375,0.88,0.9,0.30508253,0.3451029 +8380,0.96,0.88,0.20843719,0.3661194 +8385,0.96,0.86,0.16822238,0.22173269 +8390,0.96,0.9,0.13932525,0.30256683 +8395,0.9,0.94,0.26728263,0.26237136 +8400,0.96,0.94,0.17879753,0.24625103 +8405,0.88,0.94,0.16755247,0.17242733 +8410,0.92,0.84,0.1961959,0.24747099 +8415,0.9,0.92,0.18297277,0.20009926 +8420,0.9,0.92,0.18289284,0.21238422 +8425,0.96,0.88,0.13081318,0.3414805 +8430,0.98,0.96,0.15636487,0.15223457 +8435,0.94,0.94,0.26394355,0.14292634 +8440,0.86,0.96,0.3227971,0.15481606 +8445,0.96,0.96,0.20597704,0.14580423 +8450,0.86,0.9,0.38682202,0.22551185 +8455,0.94,0.82,0.19694279,0.41884202 +8460,0.92,0.92,0.27234623,0.16886109 +8465,0.9,0.82,0.18894747,0.36040393 +8470,0.9,0.92,0.17751236,0.27420026 +8475,0.92,0.94,0.24929917,0.24758139 +8480,0.92,0.92,0.2037797,0.29864404 +8485,0.9,0.8,0.3002088,0.425799 +8490,0.88,0.92,0.3034511,0.3065158 +8495,0.96,0.92,0.13844138,0.16212745 +8500,0.96,0.86,0.12674338,0.3081444 +8505,0.96,0.94,0.2067031,0.1788041 +8510,0.96,0.94,0.116508596,0.29259032 +8515,0.96,0.96,0.1708831,0.11625662 +8520,0.9,0.92,0.26107657,0.24704652 +8525,0.98,0.84,0.10206053,0.3801651 +8530,0.92,0.88,0.21328278,0.2778685 +8535,0.9,0.94,0.31707782,0.1636892 +8540,0.98,0.88,0.11644323,0.41793334 +8545,0.86,0.92,0.3873892,0.2966781 +8550,0.86,0.92,0.2588002,0.2667809 +8555,0.86,0.9,0.23755443,0.30505332 +8560,0.92,0.94,0.19631033,0.16872683 +8565,0.86,0.86,0.31811696,0.3802936 +8570,0.98,0.96,0.13355127,0.13734995 +8575,0.88,0.84,0.3789763,0.5209968 +8580,0.94,0.88,0.2771875,0.27180654 +8585,0.94,0.88,0.21999545,0.3201112 +8590,0.98,0.98,0.13847053,0.09060322 +8595,0.92,0.9,0.22563076,0.19768032 +8600,0.94,0.96,0.18930285,0.15668322 +8605,0.92,0.92,0.18452439,0.13825028 +8610,0.96,0.92,0.12690386,0.3516555 +8615,0.96,0.94,0.15321733,0.22625992 +8620,0.96,0.96,0.12948194,0.17211036 +8625,0.88,1.0,0.23121403,0.05303093 +8630,0.88,0.94,0.33727604,0.16020793 +8635,0.92,0.92,0.19120602,0.2315442 +8640,0.92,0.96,0.20262836,0.21724068 +8645,0.9,0.92,0.21728237,0.19240563 +8650,0.88,0.94,0.2558204,0.17670105 +8655,0.94,0.94,0.15880147,0.19645682 +8660,0.86,0.88,0.33728522,0.27230564 +8665,0.82,0.98,0.44045013,0.06956672 +8670,0.94,0.92,0.18011722,0.28453887 +8675,0.92,0.92,0.22044984,0.16953297 +8680,0.92,0.94,0.25977883,0.21272282 +8685,0.96,0.96,0.14852647,0.1558158 +8690,0.94,0.92,0.14136267,0.23237678 +8695,0.9,0.94,0.36480764,0.2507822 +8700,0.92,0.9,0.21150616,0.26006776 +8705,0.92,0.88,0.22947538,0.38497525 +8710,0.92,0.96,0.23528002,0.18295597 +8715,0.92,0.84,0.26218364,0.27549103 +8720,0.86,0.98,0.24186058,0.10262087 +8725,0.88,0.86,0.258828,0.45949224 +8730,0.88,0.92,0.27910656,0.22054875 +8735,0.92,0.86,0.17893362,0.26221174 +8740,0.94,0.94,0.37047318,0.1839845 +8745,0.96,0.84,0.11095348,0.3709491 +8750,0.92,0.94,0.17266943,0.1382452 +8755,0.96,0.92,0.14461389,0.18573886 +8760,0.94,0.9,0.1325334,0.24508572 +8765,0.96,0.92,0.15913887,0.23115116 +8770,0.88,0.9,0.22704609,0.22786751 +8775,1.0,0.96,0.05467843,0.16525112 +8780,0.88,0.96,0.2659149,0.16036911 +8785,0.9,0.96,0.17153461,0.13889368 +8790,0.86,0.94,0.33179745,0.15236455 +8795,0.9,0.92,0.30029005,0.14540768 +8800,0.92,0.94,0.1582268,0.24883205 +8805,0.94,0.9,0.15137027,0.2050259 +8810,0.9,0.92,0.3869523,0.26721036 +8815,0.86,0.88,0.3693787,0.278157 +8820,0.94,0.88,0.14433093,0.2700304 +8825,0.96,0.88,0.13846916,0.31553826 +8830,0.88,0.92,0.22271287,0.21806361 +8835,0.96,0.94,0.14431451,0.14181702 +8840,0.9,0.84,0.18624203,0.41764554 +8845,0.86,0.9,0.33299884,0.32598674 +8850,0.92,0.92,0.17263623,0.20601404 +8855,0.9,0.9,0.24104562,0.26575488 +8860,0.94,0.88,0.14271714,0.23470818 +8865,0.88,0.94,0.35931122,0.25795603 +8870,0.94,0.9,0.25440627,0.20782451 +8875,0.94,0.9,0.19397311,0.2453691 +8880,0.9,0.88,0.2618972,0.23285595 +8885,0.9,0.9,0.352099,0.19265977 +8890,0.96,0.92,0.16251618,0.2065659 +8895,0.98,0.9,0.09283465,0.19427906 +8900,0.94,0.92,0.18008295,0.29336265 +8905,0.92,0.94,0.20879962,0.1823901 +8910,0.84,0.82,0.3359703,0.39524484 +8915,0.96,0.84,0.24749166,0.49434194 +8920,1.0,0.96,0.09195127,0.06477819 +8925,0.92,0.9,0.1612315,0.28374517 +8930,0.98,0.94,0.09255073,0.20021242 +8935,0.9,0.96,0.2701103,0.19904898 +8940,0.9,0.9,0.2936782,0.38199872 +8945,0.94,0.92,0.168119,0.23973519 +8950,0.96,0.9,0.1317141,0.17061657 +8955,0.92,0.96,0.12126147,0.23758213 +8960,0.96,0.84,0.13983314,0.3751524 +8965,0.94,0.94,0.2541218,0.24182007 +8970,1.0,0.88,0.13201775,0.2861887 +8975,0.92,0.9,0.24032506,0.2516293 +8980,0.96,0.88,0.12811166,0.30113095 +8985,0.92,0.9,0.22409658,0.2716299 +8990,0.98,0.94,0.14774103,0.19812189 +8995,0.88,0.98,0.29938835,0.15424444 +9000,0.96,0.96,0.12286688,0.112594225 +9005,0.92,0.84,0.13031137,0.34828863 +9010,0.94,0.92,0.22055218,0.19690903 +9015,0.88,0.88,0.2340931,0.24177353 +9020,0.94,0.94,0.20876653,0.20596859 +9025,0.94,0.92,0.23004267,0.26405078 +9030,0.96,0.88,0.116068,0.311632 +9035,0.86,0.88,0.2662849,0.32025844 +9040,0.94,0.92,0.28211385,0.20329651 +9045,0.88,0.88,0.2245174,0.34536538 +9050,0.94,0.92,0.20665854,0.16379222 +9055,0.82,0.9,0.350615,0.19966847 +9060,0.9,0.94,0.18929401,0.2080752 +9065,0.82,0.94,0.31471702,0.13829254 +9070,1.0,0.94,0.10992697,0.18232185 +9075,0.9,0.92,0.24419941,0.23139095 +9080,0.96,0.9,0.16985023,0.2878068 +9085,0.96,0.94,0.117283456,0.1575219 +9090,0.94,0.94,0.17839648,0.1419618 +9095,0.96,0.98,0.19498996,0.1642132 +9100,0.86,0.82,0.27996308,0.39592674 +9105,0.92,0.9,0.18030465,0.24462765 +9110,0.94,0.88,0.13703847,0.39191017 +9115,0.94,0.94,0.18132931,0.27279812 +9120,0.94,0.94,0.15787359,0.22403309 +9125,0.96,0.92,0.07940795,0.2626765 +9130,0.9,0.86,0.26749218,0.30879268 +9135,0.96,0.88,0.1135932,0.3254362 +9140,0.96,0.92,0.11082556,0.19542144 +9145,0.92,0.92,0.20940672,0.1700399 +9150,0.96,0.94,0.11113909,0.27014473 +9155,0.96,0.88,0.093860775,0.26696655 +9160,0.9,0.9,0.36115113,0.1764959 +9165,0.94,0.94,0.1488456,0.1523315 +9170,0.96,0.9,0.17753614,0.23834206 +9175,0.9,0.92,0.2947512,0.30363125 +9180,0.94,0.98,0.18038192,0.14081755 +9185,0.94,0.92,0.1646664,0.23398945 +9190,0.94,0.8,0.17765206,0.4175743 +9195,0.94,0.94,0.18927826,0.183272 +9200,0.9,0.9,0.20886981,0.20561211 +9205,0.96,0.96,0.08492954,0.16364487 +9210,0.94,0.84,0.19100782,0.3315454 +9215,0.96,0.88,0.12388399,0.28574193 +9220,0.94,0.92,0.12245989,0.25719061 +9225,0.9,0.88,0.2423091,0.32372802 +9230,0.98,0.92,0.094705984,0.30324113 +9235,0.94,0.94,0.20430523,0.21559216 +9240,0.88,0.94,0.37561718,0.15241906 +9245,0.98,0.92,0.06510338,0.17074175 +9250,0.88,0.84,0.2221299,0.36751145 +9255,0.86,0.96,0.31192452,0.27630988 +9260,0.96,0.9,0.11343833,0.19967647 +9265,0.9,0.88,0.27585042,0.2919926 +9270,0.92,0.9,0.17967117,0.3137024 +9275,0.86,0.86,0.30357164,0.33735886 +9280,0.86,0.84,0.3280674,0.35904416 +9285,0.92,0.84,0.18691061,0.42850578 +9290,0.94,0.9,0.13540725,0.26436505 +9295,0.94,0.94,0.21474431,0.23791443 +9300,0.82,0.9,0.33745435,0.35035628 +9305,0.96,0.9,0.1172016,0.19959973 +9310,0.92,0.88,0.23805164,0.35247934 +9315,0.98,0.86,0.071958005,0.24471603 +9320,0.98,0.9,0.08931027,0.23926376 +9325,0.88,0.94,0.20591506,0.16719952 +9330,0.96,0.86,0.13823956,0.3793979 +9335,0.94,0.94,0.17271301,0.1424867 +9340,0.94,0.86,0.13141085,0.37399757 +9345,0.92,0.92,0.20851426,0.2447988 +9350,0.88,0.94,0.26790112,0.14945164 +9355,0.92,0.94,0.1977324,0.12258063 +9360,0.94,0.82,0.19365752,0.42525825 +9365,0.94,0.96,0.16898671,0.13436118 +9370,0.94,0.92,0.23516022,0.21981694 +9375,0.94,0.92,0.13681448,0.2319299 +9380,0.92,0.84,0.23419426,0.25901532 +9385,0.96,0.9,0.18546191,0.30584666 +9390,0.96,0.92,0.17076136,0.32338983 +9395,0.9,0.88,0.23437546,0.44221413 +9400,0.94,0.9,0.19442707,0.27843076 +9405,1.0,0.94,0.03460792,0.18499093 +9410,0.92,0.96,0.24091277,0.10206606 +9415,0.94,0.94,0.18951973,0.17198326 +9420,0.9,0.96,0.3862619,0.15603213 +9425,0.9,0.96,0.3023728,0.10644949 +9430,0.96,0.84,0.14574598,0.36491826 +9435,0.86,0.88,0.2882169,0.2866384 +9440,0.82,0.92,0.4654638,0.28058302 +9445,0.94,0.86,0.21212512,0.35353097 +9450,0.92,0.96,0.19333607,0.14175975 +9455,0.96,0.98,0.17500019,0.08195434 +9460,0.94,0.9,0.18910454,0.2630624 +9465,0.92,0.86,0.2935266,0.50301397 +9470,0.94,0.94,0.19209042,0.15729004 +9475,0.92,0.96,0.16479774,0.17936796 +9480,0.96,0.92,0.099193916,0.17861527 +9485,0.94,0.88,0.2609238,0.40811065 +9490,0.9,0.94,0.33900085,0.15221348 +9495,0.9,0.98,0.23348181,0.11769373 +9500,0.86,0.82,0.35890016,0.4201485 +9505,0.96,0.9,0.15902956,0.23199089 +9510,0.88,0.96,0.29535538,0.15130158 +9515,0.98,0.92,0.106424496,0.18418938 +9520,0.92,0.84,0.2905805,0.32770425 +9525,0.9,0.96,0.26557678,0.10987163 +9530,0.96,0.96,0.121822186,0.15134339 +9535,0.92,0.9,0.14986867,0.23665406 +9540,0.94,0.96,0.21730267,0.15156692 +9545,0.96,0.9,0.10595827,0.31322515 +9550,0.86,0.88,0.2992134,0.23227714 +9555,0.94,0.86,0.12310692,0.34500206 +9560,0.94,0.96,0.18386808,0.119344056 +9565,0.94,0.92,0.14355016,0.28903815 +9570,0.94,0.92,0.2347182,0.23024009 +9575,0.98,0.86,0.1192737,0.27638304 +9580,0.9,0.92,0.28139374,0.28615588 +9585,0.94,0.92,0.14202678,0.24253386 +9590,0.88,0.92,0.31174955,0.23428674 +9595,1.0,0.96,0.070076376,0.19564351 +9600,0.9,0.94,0.23743282,0.18852007 +9605,0.9,0.88,0.357452,0.3179186 +9610,0.94,0.98,0.26353574,0.15287341 +9615,0.92,0.96,0.23038746,0.1501196 +9620,0.9,0.86,0.33573693,0.37211463 +9625,0.86,0.92,0.25772247,0.27875897 +9630,0.94,0.9,0.161255,0.22985852 +9635,0.96,0.9,0.14729206,0.22348446 +9640,0.96,0.94,0.14707084,0.1256404 +9645,0.92,0.94,0.2044107,0.18514043 +9650,0.98,0.92,0.081009455,0.17424016 +9655,0.96,0.88,0.15515424,0.25455034 +9660,0.94,0.86,0.20601851,0.22947857 +9665,0.92,0.9,0.1424698,0.2162793 +9670,0.96,0.96,0.17067781,0.24094988 +9675,0.96,0.92,0.16466449,0.18781629 +9680,0.92,0.94,0.19093671,0.1377321 +9685,0.9,0.9,0.22107281,0.3995128 +9690,0.92,0.96,0.16848072,0.21023309 +9695,0.92,0.98,0.22907203,0.082916185 +9700,0.92,0.9,0.2396877,0.21069175 +9705,0.94,0.9,0.21969701,0.2718896 +9710,0.94,0.86,0.17008314,0.3507639 +9715,0.9,0.84,0.19748406,0.41775358 +9720,0.92,0.94,0.19049242,0.25779212 +9725,0.92,0.92,0.20533018,0.26880777 +9730,0.88,0.92,0.27744332,0.20534027 +9735,0.94,0.9,0.18412891,0.18490575 +9740,0.94,0.9,0.19427216,0.14443344 +9745,0.96,0.94,0.12181606,0.18273434 +9750,0.88,0.96,0.42710212,0.19684963 +9755,0.9,0.88,0.23679775,0.23889774 +9760,0.88,0.96,0.28139347,0.2011428 +9765,0.96,0.8,0.096316405,0.414487 +9770,0.96,0.94,0.12734139,0.1187758 +9775,0.96,0.94,0.14292322,0.13209541 +9780,0.9,0.92,0.25619245,0.1844489 +9785,0.9,0.82,0.21807072,0.3546199 +9790,0.94,0.86,0.12455191,0.31263337 +9795,0.88,0.92,0.2884239,0.24789304 +9800,0.88,0.98,0.25779408,0.1162982 +9805,0.96,0.9,0.06918649,0.42319357 +9810,0.92,0.92,0.30095398,0.24118409 +9815,0.96,0.92,0.13189003,0.28636247 +9820,0.9,0.96,0.20459057,0.14055695 +9825,0.94,0.98,0.21633564,0.13075905 +9830,0.92,0.9,0.16466561,0.16682974 +9835,0.84,0.94,0.3496705,0.16768926 +9840,0.92,0.96,0.1941834,0.14976364 +9845,0.96,0.88,0.10051464,0.2642929 +9850,0.94,0.92,0.2082873,0.29009274 +9855,0.92,0.82,0.2009913,0.529411 +9860,0.98,0.96,0.091394186,0.10064131 +9865,0.94,0.96,0.17359707,0.14195955 +9870,0.92,1.0,0.246978,0.060205184 +9875,0.98,0.88,0.099990055,0.1888087 +9880,0.86,0.96,0.29270318,0.20928642 +9885,0.98,0.98,0.11792755,0.0671753 +9890,0.96,0.86,0.1642728,0.34237564 +9895,0.9,0.98,0.23215128,0.1582444 +9900,0.96,0.86,0.14796373,0.36715004 +9905,0.94,0.9,0.19784752,0.2457167 +9910,0.96,0.9,0.104737006,0.25835395 +9915,0.94,0.9,0.15782027,0.23857376 +9920,0.88,0.92,0.29819503,0.2714886 +9925,0.96,0.88,0.13715518,0.27951905 +9930,0.9,0.92,0.2462706,0.25697628 +9935,0.94,0.92,0.11839159,0.17911427 +9940,0.9,0.86,0.26414433,0.37422666 +9945,0.94,0.9,0.27959472,0.20892155 +9950,0.92,0.9,0.27087566,0.16046292 +9955,0.94,0.96,0.14612658,0.10982115 +9960,0.88,0.98,0.25276157,0.104308754 +9965,1.0,0.92,0.09634158,0.1827084 +9970,0.9,0.94,0.39823547,0.13959894 +9975,0.94,0.94,0.18174095,0.23531891 +9980,0.86,0.86,0.3209551,0.3181368 +9985,0.94,0.9,0.21682262,0.18630211 +9990,0.9,0.9,0.29798278,0.19790211 +9995,0.9,0.92,0.31332046,0.21046917 +10000,0.94,0.94,0.13413428,0.15719587 diff --git a/apps/dash-live-model-training/data/fashion_softmax_run_log.csv b/apps/dash-live-model-training/data/fashion_softmax_run_log.csv new file mode 100644 index 000000000..17d82445f --- /dev/null +++ b/apps/dash-live-model-training/data/fashion_softmax_run_log.csv @@ -0,0 +1,2000 @@ +5,0.4,0.25,8.224815,6.4085197 +10,0.46,0.46,2.9142916,2.4815085 +15,0.49,0.5,3.8302133,4.0764785 +20,0.53,0.62,3.202872,2.1337023 +25,0.64,0.56,2.8877687,2.843212 +30,0.68,0.7,1.7570595,1.5491444 +35,0.64,0.75,2.7146626,2.057869 +40,0.48,0.65,3.3848026,2.1906972 +45,0.78,0.71,0.7839608,1.4740808 +50,0.67,0.69,1.3460959,1.4230645 +55,0.75,0.73,1.7422787,1.2357899 +60,0.8,0.68,0.91325104,1.5977184 +65,0.69,0.62,1.3103741,1.228833 +70,0.74,0.77,2.1635487,2.0883224 +75,0.73,0.69,1.427912,1.2122821 +80,0.79,0.7,2.797905,2.3698785 +85,0.78,0.74,1.5257338,1.8220491 +90,0.81,0.74,1.2540141,1.6938771 +95,0.65,0.7,1.9091885,1.4975206 +100,0.68,0.72,1.497932,1.423081 +105,0.72,0.7,2.2532587,2.1972556 +110,0.65,0.75,1.7135191,1.4429414 +115,0.79,0.78,0.75272924,1.0352709 +120,0.72,0.72,1.076085,0.9936834 +125,0.8,0.69,1.644171,1.824266 +130,0.72,0.76,1.3641144,0.86785144 +135,0.79,0.81,1.1518493,0.6455756 +140,0.63,0.78,2.2418075,1.2319988 +145,0.81,0.78,0.8487783,0.74891955 +150,0.82,0.78,0.65540886,0.9264551 +155,0.75,0.71,1.1568155,0.9415731 +160,0.77,0.75,0.7103328,1.0862617 +165,0.83,0.82,1.2706205,1.3564072 +170,0.67,0.77,0.80092466,0.93680084 +175,0.82,0.84,0.9179117,0.8326702 +180,0.69,0.73,3.247711,2.6250253 +185,0.73,0.67,1.4664403,1.942684 +190,0.81,0.76,1.1514859,1.214893 +195,0.64,0.65,1.6518179,1.6534113 +200,0.8,0.72,1.0256194,1.1608223 +205,0.85,0.82,1.4058673,1.2617295 +210,0.64,0.74,1.7787782,1.259051 +215,0.71,0.72,1.2829834,1.8872174 +220,0.75,0.8,1.2476805,0.8521849 +225,0.65,0.77,1.564324,0.9795496 +230,0.78,0.79,0.94195086,0.7913813 +235,0.7,0.75,1.1116781,1.0359144 +240,0.74,0.78,1.3967977,1.1837784 +245,0.83,0.76,0.5080714,0.87824655 +250,0.75,0.82,1.0727804,1.068878 +255,0.82,0.84,0.6905357,0.726905 +260,0.81,0.75,1.4625047,2.457738 +265,0.73,0.66,1.5743518,1.6921904 +270,0.77,0.83,0.9103984,0.7494036 +275,0.78,0.77,1.187247,1.27376 +280,0.78,0.82,0.8471543,0.5636547 +285,0.81,0.8,0.836125,0.9142631 +290,0.71,0.73,1.7631242,1.5533736 +295,0.78,0.74,3.368421,2.4122074 +300,0.74,0.78,3.2754333,1.4091024 +305,0.71,0.77,1.4201889,0.9679615 +310,0.77,0.85,1.0629057,0.7160753 +315,0.73,0.77,1.5357894,0.9467967 +320,0.85,0.82,0.43898287,0.7006904 +325,0.8,0.81,0.68753165,0.6489432 +330,0.83,0.86,0.7162794,0.48710424 +335,0.62,0.67,2.7247524,2.485966 +340,0.83,0.76,0.5720928,1.1844053 +345,0.79,0.91,0.8294406,0.3243449 +350,0.76,0.72,1.052241,1.5424325 +355,0.82,0.74,0.87341046,1.2677153 +360,0.62,0.8,2.8803124,1.6994232 +365,0.81,0.76,0.6373951,0.91434664 +370,0.8,0.79,1.210052,1.202581 +375,0.72,0.69,1.7996289,1.8180696 +380,0.8,0.89,1.0159324,0.4920574 +385,0.78,0.89,0.69088644,0.42110088 +390,0.74,0.8,1.1274676,0.8087161 +395,0.78,0.75,2.0676928,3.2037864 +400,0.78,0.83,0.8949155,0.7863037 +405,0.8,0.75,2.3449025,2.51464 +410,0.83,0.86,0.5259567,0.87398773 +415,0.77,0.8,1.8587494,1.5421563 +420,0.85,0.85,0.38899586,0.66850823 +425,0.81,0.81,1.1098236,0.7801344 +430,0.72,0.75,1.2068923,1.0069871 +435,0.73,0.68,1.4330887,1.5180027 +440,0.83,0.8,0.46920106,0.8734831 +445,0.81,0.84,0.740467,0.6411555 +450,0.81,0.8,1.0130839,1.1270689 +455,0.69,0.7,1.49838,1.8151191 +460,0.81,0.8,0.8319574,0.9399221 +465,0.81,0.8,0.87342936,1.0737786 +470,0.72,0.78,1.3920276,1.0702684 +475,0.7,0.72,1.6692369,1.925365 +480,0.87,0.91,0.4935856,0.6470291 +485,0.84,0.85,0.6451448,0.42964226 +490,0.78,0.84,1.3726567,1.007457 +495,0.79,0.82,1.0023824,0.73829824 +500,0.78,0.79,1.7748427,2.0232456 +505,0.74,0.76,1.2458584,1.0133102 +510,0.83,0.75,0.7670839,0.97103095 +515,0.75,0.66,0.8008425,1.2864102 +520,0.79,0.74,0.7571171,0.99436027 +525,0.77,0.75,1.0271153,1.0556493 +530,0.87,0.87,0.5143755,0.63513887 +535,0.87,0.86,0.62250936,0.7017002 +540,0.89,0.79,0.39834395,0.7948535 +545,0.68,0.7,1.6671642,1.4303745 +550,0.85,0.83,0.63499784,0.81508774 +555,0.78,0.86,0.7217195,0.7710135 +560,0.77,0.73,0.890797,0.9426812 +565,0.74,0.7,1.3912796,1.6203269 +570,0.85,0.81,0.7560812,0.6880866 +575,0.75,0.67,1.5396739,1.6796685 +580,0.74,0.77,1.2164913,0.99484885 +585,0.81,0.8,1.0486182,1.3093852 +590,0.84,0.76,0.4185865,0.89037246 +595,0.8,0.83,0.7430161,0.98141253 +600,0.87,0.81,0.5762825,0.631726 +605,0.88,0.84,0.36516678,0.82767075 +610,0.69,0.79,1.6036241,1.234797 +615,0.88,0.86,0.34138995,0.46493298 +620,0.79,0.74,1.6858268,2.5470152 +625,0.85,0.77,0.99825937,1.4279268 +630,0.79,0.76,1.3546721,1.3546928 +635,0.83,0.86,1.0837448,0.5768721 +640,0.75,0.9,1.0908377,0.41681886 +645,0.7,0.73,1.1957176,1.2547513 +650,0.72,0.68,1.5254207,2.1151643 +655,0.83,0.78,1.0493487,1.0140896 +660,0.71,0.7,0.90245795,1.1612 +665,0.91,0.8,0.33976367,0.6973572 +670,0.82,0.78,0.89329857,1.0624136 +675,0.83,0.81,0.7202268,0.86474043 +680,0.81,0.8,0.55928,0.7838934 +685,0.89,0.84,0.50436884,0.5383857 +690,0.79,0.85,0.67718226,0.6143695 +695,0.7,0.72,1.7579069,1.2443258 +700,0.76,0.79,3.4242814,1.8134897 +705,0.81,0.85,0.9042699,0.7220879 +710,0.84,0.81,0.6238347,0.6363184 +715,0.76,0.79,0.67029184,0.814663 +720,0.78,0.84,0.64241517,0.49957687 +725,0.85,0.82,0.4698165,0.7377519 +730,0.82,0.89,0.7291546,0.422034 +735,0.79,0.8,0.69634384,0.8203827 +740,0.9,0.92,0.403909,0.21273291 +745,0.76,0.71,1.3831971,1.3132983 +750,0.83,0.81,0.794508,0.8322853 +755,0.85,0.8,0.78443027,0.8363181 +760,0.74,0.75,0.97525054,1.1739588 +765,0.82,0.81,0.8952508,0.74862534 +770,0.84,0.84,0.6358147,0.929331 +775,0.74,0.78,1.3040329,1.1455009 +780,0.81,0.8,0.7326574,0.7448577 +785,0.83,0.83,0.5771917,0.569005 +790,0.81,0.71,0.926463,1.0933379 +795,0.7,0.8,1.1901703,0.72352034 +800,0.79,0.84,1.2066,0.8940027 +805,0.79,0.84,1.1028475,1.3149137 +810,0.82,0.77,0.6762143,0.91163766 +815,0.87,0.8,0.45299718,0.9798241 +820,0.7,0.8,2.1802557,2.0552986 +825,0.88,0.9,0.4839456,0.26457044 +830,0.81,0.74,1.3730671,1.5833926 +835,0.89,0.76,0.3123124,0.6183121 +840,0.92,0.8,0.31470832,0.7328763 +845,0.85,0.85,0.72539794,0.75953 +850,0.78,0.73,1.1588424,1.1904023 +855,0.75,0.82,1.6946651,0.77916193 +860,0.88,0.85,0.443202,0.57353175 +865,0.81,0.8,0.63655764,0.62704784 +870,0.77,0.73,1.2678676,1.5829517 +875,0.74,0.73,0.7436692,1.1963559 +880,0.86,0.83,0.59420425,0.6584566 +885,0.71,0.71,1.6065227,1.6827095 +890,0.7,0.76,1.2902788,1.012158 +895,0.74,0.71,1.3107398,1.1120765 +900,0.83,0.79,0.56000155,0.9537882 +905,0.78,0.82,0.93461937,0.8606722 +910,0.8,0.77,0.8948482,1.2782019 +915,0.77,0.85,0.94595724,0.5051672 +920,0.66,0.89,1.0986398,0.44574904 +925,0.84,0.8,0.71821135,0.8798795 +930,0.8,0.8,0.8963626,0.8833412 +935,0.81,0.88,0.7221331,0.55287164 +940,0.83,0.87,0.6199117,0.4365543 +945,0.89,0.78,0.23643492,0.704689 +950,0.81,0.68,0.96504945,2.3859715 +955,0.76,0.87,0.7547305,0.51324356 +960,0.79,0.79,0.8325512,0.9926859 +965,0.77,0.75,1.0166532,1.5276687 +970,0.78,0.74,1.1924753,1.3701005 +975,0.79,0.86,0.73900527,0.6695641 +980,0.87,0.81,0.45078114,0.66003686 +985,0.84,0.84,0.516883,0.5473586 +990,0.82,0.8,0.9189693,0.97869647 +995,0.79,0.85,0.6359473,0.45215216 +1000,0.73,0.76,3.5839908,3.0588884 +1005,0.81,0.84,0.8127108,0.80278945 +1010,0.84,0.74,1.214623,2.4897583 +1015,0.76,0.88,0.73633665,0.5226345 +1020,0.83,0.8,0.64898854,1.0417953 +1025,0.63,0.82,2.68874,1.1754183 +1030,0.77,0.86,1.6310065,0.95890206 +1035,0.78,0.77,1.1871324,0.75883466 +1040,0.74,0.79,1.8422694,1.6982657 +1045,0.9,0.81,0.43519378,0.7537644 +1050,0.85,0.73,0.67135465,1.0001476 +1055,0.74,0.78,1.7972983,1.5840122 +1060,0.76,0.77,1.4403238,1.025834 +1065,0.84,0.83,0.38927865,0.42690355 +1070,0.78,0.77,1.7681503,2.1790497 +1075,0.84,0.79,0.86285025,1.7821447 +1080,0.87,0.88,0.64527726,0.44381997 +1085,0.83,0.88,0.58480173,0.3861369 +1090,0.61,0.69,3.2926517,2.7683399 +1095,0.71,0.79,1.465255,0.8231123 +1100,0.65,0.75,3.7486439,2.1432602 +1105,0.83,0.77,0.67401266,1.1215285 +1110,0.85,0.83,0.59960824,0.6471277 +1115,0.84,0.86,0.7736285,0.57915276 +1120,0.85,0.83,0.6932337,0.7543104 +1125,0.93,0.88,0.35080647,0.56695795 +1130,0.81,0.81,0.95170105,0.6667413 +1135,0.7,0.79,1.27849,0.92325664 +1140,0.83,0.76,0.5770165,0.8702832 +1145,0.88,0.84,0.6775501,0.62989366 +1150,0.81,0.83,0.49446228,0.85537124 +1155,0.78,0.81,0.7292101,0.71035826 +1160,0.84,0.83,0.7158989,1.1603223 +1165,0.73,0.87,1.8632839,0.90226334 +1170,0.83,0.82,0.69983834,0.7290116 +1175,0.78,0.89,0.5604155,0.51679784 +1180,0.78,0.82,0.8812305,0.8531977 +1185,0.82,0.78,0.5870678,0.73010343 +1190,0.76,0.72,0.93623334,1.0985634 +1195,0.76,0.82,0.9949567,0.6181432 +1200,0.8,0.87,1.0019813,0.86078155 +1205,0.89,0.81,0.70827395,1.0450644 +1210,0.8,0.88,0.6707363,0.517638 +1215,0.83,0.8,0.6832957,0.7576817 +1220,0.87,0.81,1.2646679,1.2046896 +1225,0.85,0.84,0.9133668,1.0394152 +1230,0.85,0.93,0.5012677,0.30676672 +1235,0.84,0.83,0.5795681,0.6279372 +1240,0.82,0.79,0.87768805,1.4049551 +1245,0.83,0.85,0.68453544,0.80212694 +1250,0.81,0.81,0.9838993,0.6963307 +1255,0.87,0.82,0.7696411,0.6317567 +1260,0.79,0.77,1.3657957,1.2324164 +1265,0.85,0.81,0.89332414,0.8088122 +1270,0.83,0.85,0.7568266,0.60265297 +1275,0.68,0.83,1.5652766,1.1937788 +1280,0.78,0.81,1.1101648,1.0273829 +1285,0.86,0.89,0.5314804,0.37720966 +1290,0.84,0.83,0.43851823,0.88604045 +1295,0.85,0.84,0.6451952,0.5029363 +1300,0.81,0.8,0.7121937,0.6488525 +1305,0.84,0.71,0.5382017,1.2610307 +1310,0.8,0.8,0.8761577,0.8037449 +1315,0.73,0.76,1.472569,2.082639 +1320,0.76,0.76,0.9844275,0.71726394 +1325,0.86,0.8,0.48841155,0.5934737 +1330,0.83,0.82,0.73480177,1.1485293 +1335,0.85,0.85,0.4347758,0.6086828 +1340,0.72,0.84,1.0938693,0.6987198 +1345,0.81,0.89,0.78258806,0.61580694 +1350,0.79,0.89,0.64232355,0.5960877 +1355,0.8,0.77,1.0330458,0.65272176 +1360,0.79,0.78,0.53719854,0.84778523 +1365,0.79,0.89,0.7842759,0.45615923 +1370,0.88,0.84,0.9611456,1.5897807 +1375,0.82,0.83,0.6488005,0.72147894 +1380,0.83,0.81,0.98183906,1.2005247 +1385,0.8,0.79,0.7624492,0.7571463 +1390,0.78,0.86,0.7522021,0.6681224 +1395,0.8,0.83,1.1074659,0.9807548 +1400,0.81,0.75,0.9996139,1.50338 +1405,0.76,0.7,1.5361229,2.7077093 +1410,0.78,0.81,1.5525814,1.4224863 +1415,0.75,0.77,0.7392967,0.8695262 +1420,0.81,0.76,1.0247959,1.4516349 +1425,0.86,0.88,0.632892,0.58087707 +1430,0.84,0.77,0.6746982,0.9542474 +1435,0.84,0.83,0.6562399,0.699871 +1440,0.8,0.75,0.95852685,0.95231766 +1445,0.76,0.83,0.872185,0.66906786 +1450,0.92,0.85,0.27191916,0.6278314 +1455,0.88,0.8,0.36358252,0.8668655 +1460,0.87,0.83,0.48529202,0.6656353 +1465,0.81,0.72,1.3793756,1.7039635 +1470,0.71,0.72,2.5655844,2.1995656 +1475,0.81,0.84,0.7098647,0.6120139 +1480,0.83,0.83,0.6712651,0.46485177 +1485,0.72,0.8,1.197207,1.1742742 +1490,0.8,0.83,1.0939493,0.62421465 +1495,0.88,0.78,0.94002855,1.5615511 +1500,0.81,0.85,0.7506333,0.64420146 +1505,0.82,0.91,0.65966463,0.3178398 +1510,0.74,0.63,0.9140647,1.571602 +1515,0.85,0.84,0.5733281,0.6333873 +1520,0.82,0.81,1.0361501,0.99013865 +1525,0.84,0.8,0.39924422,0.7893881 +1530,0.71,0.69,1.7302694,1.3402885 +1535,0.84,0.78,0.7037152,1.0931534 +1540,0.82,0.87,0.7213799,0.38402486 +1545,0.79,0.83,0.67567194,0.8496881 +1550,0.8,0.82,0.55398,0.5880209 +1555,0.77,0.87,0.75847757,0.63543826 +1560,0.79,0.8,0.75365317,0.8407407 +1565,0.73,0.79,0.7462113,0.84143883 +1570,0.81,0.76,0.7016745,0.58675134 +1575,0.81,0.8,0.58741945,0.8897834 +1580,0.81,0.83,0.7157655,0.68065155 +1585,0.79,0.86,1.1266578,0.7012746 +1590,0.75,0.78,0.77530676,0.6589712 +1595,0.82,0.73,1.1716305,1.4557244 +1600,0.87,0.91,0.71171355,0.4445914 +1605,0.86,0.83,0.6270988,0.44045106 +1610,0.8,0.75,1.543824,1.775812 +1615,0.84,0.77,0.7024898,1.2304221 +1620,0.83,0.84,0.8528664,0.6376571 +1625,0.81,0.92,0.5475857,0.3799132 +1630,0.83,0.81,1.3839211,1.0550635 +1635,0.85,0.78,0.6360631,1.2779447 +1640,0.79,0.85,0.88638824,1.0013 +1645,0.83,0.82,0.5755798,0.5772857 +1650,0.87,0.85,0.46081257,0.58268183 +1655,0.87,0.82,0.51998705,0.6745503 +1660,0.78,0.79,1.7034978,1.4981625 +1665,0.82,0.86,0.7186873,0.37128872 +1670,0.8,0.81,0.6758262,0.68632203 +1675,0.89,0.83,0.4579133,0.7472005 +1680,0.84,0.79,1.8015463,2.2545905 +1685,0.83,0.86,0.576123,0.79550606 +1690,0.78,0.83,0.7904431,0.79940605 +1695,0.76,0.81,1.7033145,2.2258358 +1700,0.84,0.87,0.61883634,0.6492652 +1705,0.85,0.83,0.62004113,0.6830095 +1710,0.76,0.84,0.7515776,0.7880027 +1715,0.79,0.8,1.1435959,0.9329161 +1720,0.85,0.82,0.74869287,0.8022178 +1725,0.87,0.84,0.35440373,1.0764674 +1730,0.79,0.84,0.699143,0.46372354 +1735,0.81,0.74,0.97998434,1.187181 +1740,0.75,0.81,0.8841419,0.6730112 +1745,0.83,0.74,0.820952,1.0741212 +1750,0.81,0.81,0.516267,0.8401551 +1755,0.79,0.77,0.7653124,1.0710361 +1760,0.82,0.75,0.5635017,1.250214 +1765,0.88,0.86,0.3712316,0.6772239 +1770,0.86,0.89,0.40515953,0.42721602 +1775,0.8,0.79,0.84557366,1.1169482 +1780,0.83,0.83,0.6533841,0.55348593 +1785,0.85,0.72,0.62304366,1.0580876 +1790,0.84,0.94,0.46638936,0.24496931 +1795,0.79,0.88,0.68173224,0.4665526 +1800,0.78,0.8,1.1384077,1.0319374 +1805,0.83,0.8,0.63648725,0.61898416 +1810,0.84,0.85,0.4860947,0.80745614 +1815,0.78,0.83,0.85361147,0.5874592 +1820,0.92,0.86,0.4408723,0.6761775 +1825,0.82,0.85,0.66992754,0.47926307 +1830,0.75,0.8,1.2528753,1.4324454 +1835,0.85,0.84,0.6625459,0.848733 +1840,0.89,0.78,0.5722002,2.0177507 +1845,0.83,0.83,0.63479304,0.87493485 +1850,0.79,0.87,1.4313802,1.0680209 +1855,0.8,0.72,1.4059591,0.98350745 +1860,0.72,0.63,1.4737625,1.6597846 +1865,0.76,0.72,1.039745,1.4766147 +1870,0.88,0.82,0.51607126,0.6369037 +1875,0.77,0.83,2.048806,1.0928922 +1880,0.81,0.86,0.6474794,0.3959079 +1885,0.84,0.81,0.57185096,0.6583776 +1890,0.83,0.81,0.46739918,0.81963915 +1895,0.79,0.79,0.8147238,0.84884375 +1900,0.84,0.85,1.1617638,0.9482855 +1905,0.76,0.7,1.1570164,1.3996933 +1910,0.8,0.83,0.69151574,0.6053345 +1915,0.77,0.81,0.8705461,0.7130437 +1920,0.83,0.74,0.87099516,1.4350982 +1925,0.83,0.7,0.7766745,1.2489825 +1930,0.82,0.86,0.8814258,0.6060194 +1935,0.79,0.84,1.055463,1.00369 +1940,0.86,0.8,0.5677298,0.68956465 +1945,0.84,0.83,0.76269424,0.566591 +1950,0.8,0.76,0.9989062,1.1191189 +1955,0.79,0.83,0.7176857,0.5785947 +1960,0.78,0.84,0.78396523,0.522891 +1965,0.8,0.9,0.9588606,0.7531169 +1970,0.82,0.81,0.67750466,0.58098006 +1975,0.81,0.79,1.374881,1.3427104 +1980,0.82,0.87,0.9040516,0.48152816 +1985,0.82,0.85,1.1568058,1.1031655 +1990,0.84,0.85,0.7224342,0.7699655 +1995,0.87,0.75,0.6998133,1.1933098 +2000,0.83,0.81,0.74854195,0.75167376 +2005,0.87,0.86,0.47290003,0.4366736 +2010,0.8,0.83,1.0038955,0.55295473 +2015,0.85,0.83,0.6443413,0.61247766 +2020,0.81,0.78,0.99696976,1.15503 +2025,0.88,0.81,0.50109863,0.76336235 +2030,0.87,0.83,0.551568,0.8548653 +2035,0.78,0.86,0.84437335,0.4975288 +2040,0.87,0.82,0.65643686,0.75402975 +2045,0.78,0.85,1.2764851,0.4628533 +2050,0.74,0.78,0.9551873,0.6590984 +2055,0.87,0.85,0.5918846,0.54574573 +2060,0.83,0.77,0.88921297,1.0432134 +2065,0.85,0.86,0.7268212,0.54988164 +2070,0.83,0.81,0.77813363,0.7686627 +2075,0.8,0.82,0.8916688,0.5950382 +2080,0.79,0.9,0.66855204,0.4317276 +2085,0.8,0.81,0.77350825,1.1000069 +2090,0.89,0.77,0.59267193,0.9685099 +2095,0.82,0.88,0.5503711,0.45587644 +2100,0.87,0.83,0.38336688,0.9835087 +2105,0.78,0.89,0.6052323,0.4413406 +2110,0.9,0.85,0.3622303,0.66578764 +2115,0.84,0.82,0.44359955,0.6917957 +2120,0.79,0.78,1.8025937,1.7344279 +2125,0.74,0.78,1.4077089,0.8685677 +2130,0.8,0.77,1.5708792,2.084361 +2135,0.82,0.83,0.66230166,0.483251 +2140,0.84,0.87,0.82949156,0.72537005 +2145,0.83,0.82,0.59539163,0.508073 +2150,0.87,0.78,0.9110469,0.99697375 +2155,0.8,0.87,0.66551805,0.5421312 +2160,0.87,0.85,0.47720218,0.5637006 +2165,0.86,0.82,0.7945755,0.74801576 +2170,0.84,0.84,0.5932014,0.58642274 +2175,0.73,0.75,1.2087351,0.8076952 +2180,0.77,0.75,1.0037076,1.3150718 +2185,0.86,0.87,0.71375304,0.4468622 +2190,0.82,0.88,0.8405961,0.55090463 +2195,0.84,0.73,1.1414428,2.3772526 +2200,0.87,0.81,0.44142064,0.8651344 +2205,0.87,0.83,0.47426358,0.61162555 +2210,0.81,0.79,1.0072045,1.17315 +2215,0.9,0.84,0.3043371,0.4520651 +2220,0.81,0.8,0.89835745,0.96857077 +2225,0.83,0.83,0.5750986,0.8270876 +2230,0.88,0.87,0.46577343,0.7594198 +2235,0.91,0.85,0.36627665,0.478304 +2240,0.79,0.84,0.88630205,0.77187765 +2245,0.81,0.77,0.98184866,0.93445724 +2250,0.83,0.87,0.5467318,0.45322526 +2255,0.87,0.9,0.5782801,0.32917014 +2260,0.79,0.79,0.6990835,0.7287932 +2265,0.82,0.92,0.6073523,0.5128019 +2270,0.84,0.86,0.55850667,0.40820873 +2275,0.69,0.83,1.5793202,0.77249646 +2280,0.71,0.8,1.5995407,1.183326 +2285,0.8,0.86,0.73699677,0.6789509 +2290,0.67,0.76,1.5429627,1.0112562 +2295,0.85,0.83,0.6815319,0.90019584 +2300,0.74,0.76,1.6129694,1.715038 +2305,0.83,0.77,0.74191093,1.0057052 +2310,0.68,0.7,2.0042717,1.6636599 +2315,0.83,0.85,0.4919421,0.43618378 +2320,0.69,0.86,1.4555992,0.5681879 +2325,0.77,0.8,0.98264307,0.8479879 +2330,0.79,0.78,1.1569371,1.4817489 +2335,0.81,0.83,0.7800529,0.6156832 +2340,0.91,0.82,0.49934047,0.701736 +2345,0.76,0.74,1.1107543,0.9000568 +2350,0.67,0.73,1.3848348,1.0254124 +2355,0.82,0.77,0.63283795,0.97126585 +2360,0.87,0.8,0.94201136,1.253147 +2365,0.75,0.83,1.0207224,0.6339047 +2370,0.82,0.84,0.9762862,0.7979531 +2375,0.91,0.84,0.2870783,0.58774185 +2380,0.8,0.82,1.7151729,0.57948214 +2385,0.82,0.73,0.9621412,1.4378471 +2390,0.89,0.86,0.34957653,0.44547206 +2395,0.77,0.8,0.8325825,0.6717611 +2400,0.82,0.77,0.6152723,0.670793 +2405,0.84,0.82,0.59044755,0.6300102 +2410,0.77,0.81,1.2744133,0.86959916 +2415,0.84,0.84,0.5255672,0.70944655 +2420,0.83,0.87,1.2561898,1.1279082 +2425,0.77,0.8,1.2133799,0.9123017 +2430,0.81,0.79,0.9674279,1.1323494 +2435,0.85,0.79,0.8414092,0.79188025 +2440,0.86,0.79,0.46742213,0.7821806 +2445,0.87,0.8,0.32244605,0.76081777 +2450,0.89,0.87,0.45383275,0.59432894 +2455,0.8,0.71,0.74692816,1.029798 +2460,0.83,0.7,0.83450943,1.885746 +2465,0.69,0.75,1.8960464,1.1836265 +2470,0.8,0.85,0.9816856,0.66019744 +2475,0.78,0.67,1.5164069,2.1477485 +2480,0.78,0.74,1.8430455,3.4017386 +2485,0.82,0.78,1.0933183,1.3813205 +2490,0.82,0.88,0.6553962,0.5224916 +2495,0.8,0.84,1.5329608,1.2231141 +2500,0.78,0.73,0.7497661,1.1108725 +2505,0.79,0.82,0.73354834,0.9005345 +2510,0.8,0.87,0.6471612,0.5900157 +2515,0.85,0.83,0.49117225,0.78080964 +2520,0.74,0.8,1.1999811,1.0329226 +2525,0.75,0.71,1.7850145,2.644202 +2530,0.77,0.79,0.96145904,0.9381842 +2535,0.79,0.83,0.8756106,0.73485583 +2540,0.9,0.85,0.3296217,0.59256065 +2545,0.86,0.84,0.9613219,0.7680309 +2550,0.85,0.8,0.5312905,0.8571193 +2555,0.82,0.87,0.48769572,0.5540955 +2560,0.78,0.86,1.0254024,0.78246766 +2565,0.78,0.83,1.313602,0.94214714 +2570,0.83,0.82,0.7880789,0.6388864 +2575,0.86,0.8,0.949383,1.5326104 +2580,0.87,0.82,0.4568231,0.5214558 +2585,0.84,0.83,0.65497476,0.8047314 +2590,0.84,0.83,0.44989264,0.5243302 +2595,0.83,0.79,0.81420267,0.9758263 +2600,0.86,0.78,0.9700141,1.0119748 +2605,0.8,0.79,0.6425332,0.66217315 +2610,0.81,0.84,0.7189288,0.5335367 +2615,0.85,0.84,1.1861997,1.304393 +2620,0.81,0.85,0.616961,0.5238078 +2625,0.82,0.84,0.77154565,0.69700104 +2630,0.8,0.84,0.608105,0.45188513 +2635,0.81,0.85,0.7140381,0.6038782 +2640,0.77,0.79,1.2038853,1.4181782 +2645,0.86,0.87,0.6779554,0.5603701 +2650,0.77,0.74,1.2850877,1.0894676 +2655,0.86,0.87,0.81029433,0.5612535 +2660,0.88,0.85,0.43206462,0.69961005 +2665,0.9,0.9,0.34837967,0.2915025 +2670,0.71,0.79,1.561366,0.9070134 +2675,0.83,0.83,0.68006843,1.0693856 +2680,0.77,0.74,1.1802752,1.4515147 +2685,0.82,0.81,0.4851765,0.67548615 +2690,0.85,0.78,0.5480746,0.78557307 +2695,0.82,0.67,0.73604417,1.3782511 +2700,0.87,0.8,0.5408318,0.82325196 +2705,0.74,0.76,1.7283267,1.5441072 +2710,0.77,0.75,0.891596,1.0259076 +2715,0.9,0.91,0.44633508,0.34890035 +2720,0.8,0.86,0.8921485,0.9083278 +2725,0.74,0.78,0.9219248,0.6975945 +2730,0.84,0.78,0.48786896,0.8224408 +2735,0.78,0.74,0.9411656,1.3278624 +2740,0.86,0.82,0.5654751,0.5946053 +2745,0.86,0.83,0.48081455,0.7612339 +2750,0.77,0.76,0.84787065,0.59562004 +2755,0.87,0.86,0.5178643,0.36384642 +2760,0.78,0.76,1.68498,1.314096 +2765,0.68,0.74,2.7807631,2.0530825 +2770,0.83,0.82,0.70683825,0.8832576 +2775,0.84,0.82,0.8152131,0.699629 +2780,0.72,0.82,1.9073601,0.7433747 +2785,0.81,0.76,1.6084332,2.3606982 +2790,0.86,0.8,0.5082119,0.7574932 +2795,0.84,0.8,0.67445517,0.8528072 +2800,0.85,0.81,0.7996608,0.6763281 +2805,0.83,0.87,0.5742107,0.6577495 +2810,0.84,0.9,0.48647445,0.39433914 +2815,0.88,0.8,0.5289461,1.0047966 +2820,0.89,0.87,0.43421614,0.34952897 +2825,0.85,0.9,0.76794314,0.5270182 +2830,0.79,0.78,1.316245,1.124228 +2835,0.73,0.88,0.66876334,0.4962141 +2840,0.75,0.89,1.2397819,0.6669129 +2845,0.87,0.84,0.48015067,0.4491465 +2850,0.84,0.83,0.59196514,0.7216075 +2855,0.81,0.85,0.6273507,0.81476134 +2860,0.75,0.8,1.0844295,0.9938657 +2865,0.85,0.88,0.6258318,0.68241686 +2870,0.81,0.85,0.9266804,0.7351358 +2875,0.76,0.74,0.81485033,1.2273395 +2880,0.81,0.83,1.1652389,0.84956163 +2885,0.83,0.8,0.59107953,0.9323769 +2890,0.87,0.86,0.5749465,0.45917284 +2895,0.85,0.77,1.3010347,1.5702435 +2900,0.81,0.79,0.90511644,0.7552635 +2905,0.81,0.81,1.2417855,0.92824906 +2910,0.89,0.87,0.37899956,0.64464223 +2915,0.79,0.83,0.69281656,0.80683416 +2920,0.86,0.87,0.7977314,0.55563617 +2925,0.74,0.81,1.3930017,0.99994767 +2930,0.7,0.75,1.2617172,1.3531401 +2935,0.8,0.82,0.48746112,0.8099408 +2940,0.72,0.78,0.9381855,0.783696 +2945,0.8,0.83,0.8212717,0.65054923 +2950,0.82,0.75,0.7024561,0.94425505 +2955,0.8,0.78,0.99467254,1.364306 +2960,0.78,0.82,0.81218237,0.85458684 +2965,0.74,0.71,1.8013104,3.1331332 +2970,0.8,0.89,0.80156636,0.51412845 +2975,0.82,0.76,0.9099331,1.1554297 +2980,0.84,0.81,0.8192858,1.0880797 +2985,0.81,0.83,0.55413765,0.76807946 +2990,0.76,0.8,1.0197943,0.7036061 +2995,0.8,0.8,0.9026549,0.96665144 +3000,0.85,0.86,0.5251526,0.38308293 +3005,0.85,0.86,0.53964436,0.48495045 +3010,0.85,0.89,0.5613939,0.5389542 +3015,0.86,0.89,0.38789567,0.2742489 +3020,0.81,0.73,1.6029229,2.0413017 +3025,0.92,0.79,0.47521758,0.6052341 +3030,0.79,0.87,1.2288398,0.55323005 +3035,0.78,0.89,0.8308565,0.36145702 +3040,0.87,0.78,0.47012696,0.90369415 +3045,0.82,0.76,0.8414896,0.8428877 +3050,0.84,0.84,0.39272216,0.46430644 +3055,0.81,0.8,0.83445966,1.0655303 +3060,0.76,0.78,0.95532084,1.4041399 +3065,0.82,0.78,0.82617724,1.6262741 +3070,0.81,0.82,0.7285415,0.8123584 +3075,0.82,0.76,0.546476,1.1846163 +3080,0.85,0.83,0.8674477,1.0866609 +3085,0.84,0.88,0.5888997,0.35729423 +3090,0.78,0.85,0.7462753,0.63703257 +3095,0.76,0.8,1.3685025,1.4588332 +3100,0.85,0.83,0.6216161,0.5384854 +3105,0.85,0.86,0.51720476,0.7283339 +3110,0.81,0.81,1.3729765,1.5825485 +3115,0.74,0.76,1.992514,2.030878 +3120,0.84,0.86,0.4907573,0.5699863 +3125,0.87,0.78,0.45288208,0.54643136 +3130,0.8,0.85,0.8204104,0.8728169 +3135,0.84,0.81,0.6582694,0.8988351 +3140,0.81,0.83,0.79778534,0.97661346 +3145,0.8,0.73,0.8945462,0.97973895 +3150,0.77,0.78,1.822015,1.9188907 +3155,0.83,0.84,1.2571446,1.0424759 +3160,0.76,0.86,0.84973544,0.58127856 +3165,0.82,0.84,0.6767902,0.47126794 +3170,0.86,0.85,0.51971143,0.4361113 +3175,0.8,0.83,0.6300524,0.5341801 +3180,0.8,0.84,0.9679791,1.0705414 +3185,0.81,0.79,0.81231695,0.68175614 +3190,0.83,0.78,0.82523555,1.5583698 +3195,0.72,0.8,4.5355244,2.8144577 +3200,0.71,0.74,1.2950209,0.9165304 +3205,0.87,0.82,0.5332368,0.6979788 +3210,0.8,0.8,0.8316871,0.93309283 +3215,0.87,0.86,0.41711915,0.36657608 +3220,0.84,0.81,0.91956514,0.7658339 +3225,0.84,0.86,0.7225551,0.65519685 +3230,0.84,0.78,0.5389872,0.83945554 +3235,0.79,0.75,0.85284835,0.9189908 +3240,0.8,0.78,0.75990766,0.64295876 +3245,0.75,0.74,1.7093538,1.3531781 +3250,0.82,0.84,0.74096763,0.5083696 +3255,0.78,0.84,0.76416665,0.5846744 +3260,0.78,0.8,0.88777304,0.7685669 +3265,0.83,0.84,0.7745258,0.5858354 +3270,0.89,0.89,0.52111316,0.3361094 +3275,0.85,0.8,0.69097066,1.1719664 +3280,0.8,0.86,0.7810078,0.6345697 +3285,0.76,0.79,1.5206953,1.2672606 +3290,0.84,0.85,0.73058915,0.68685794 +3295,0.84,0.81,1.0787243,0.7772496 +3300,0.86,0.86,0.45009,0.7060012 +3305,0.75,0.86,1.3075794,0.8055647 +3310,0.82,0.76,0.9728672,0.8453709 +3315,0.77,0.78,0.780147,0.51258165 +3320,0.71,0.82,1.6749187,1.1179664 +3325,0.79,0.75,0.7662232,0.98701197 +3330,0.82,0.85,0.47651613,0.4973638 +3335,0.88,0.79,0.64053434,0.99239886 +3340,0.65,0.73,2.1213458,1.8609018 +3345,0.87,0.8,0.50652754,0.7975195 +3350,0.9,0.85,0.38623554,0.6014635 +3355,0.82,0.8,0.9125911,0.9464642 +3360,0.83,0.83,0.65338874,0.5973116 +3365,0.79,0.86,0.5149387,0.49132046 +3370,0.78,0.78,0.86656797,1.0962806 +3375,0.84,0.82,0.8416331,1.2234867 +3380,0.88,0.81,0.49979076,0.75672096 +3385,0.83,0.82,0.49394,0.62472814 +3390,0.89,0.89,0.5589683,0.45070443 +3395,0.79,0.81,0.6673088,0.64648867 +3400,0.79,0.83,0.73078364,0.7572504 +3405,0.89,0.86,0.2470957,0.5718488 +3410,0.91,0.81,0.4478163,0.56666136 +3415,0.81,0.76,1.1953465,1.8642967 +3420,0.78,0.83,0.9572604,0.6876427 +3425,0.84,0.8,0.55511165,0.9632957 +3430,0.87,0.85,0.43186846,0.51804644 +3435,0.72,0.72,2.2259386,2.792612 +3440,0.83,0.84,0.69086385,0.6662271 +3445,0.83,0.85,0.96181506,0.7561483 +3450,0.8,0.76,2.6242476,1.3866248 +3455,0.78,0.81,1.4095073,1.2893243 +3460,0.72,0.75,1.2153726,1.0983237 +3465,0.82,0.73,0.8785425,1.8417306 +3470,0.76,0.75,1.3323903,2.2718172 +3475,0.83,0.86,0.48064283,0.8082399 +3480,0.82,0.81,0.79321915,0.6132611 +3485,0.81,0.84,0.6345541,0.52649945 +3490,0.82,0.79,0.96999955,0.7367621 +3495,0.87,0.92,0.49962136,0.33664522 +3500,0.82,0.83,0.72754264,0.81977063 +3505,0.84,0.77,0.94216615,1.3104043 +3510,0.79,0.85,0.7745115,0.6915642 +3515,0.88,0.83,0.66454583,1.0144943 +3520,0.77,0.76,0.73588836,0.76308954 +3525,0.82,0.88,0.62952787,0.5219314 +3530,0.89,0.78,0.48041424,0.7709501 +3535,0.82,0.86,0.7043127,0.8086276 +3540,0.79,0.81,1.0147836,0.86104846 +3545,0.82,0.84,0.9773102,0.68630403 +3550,0.79,0.79,1.0546459,1.11861 +3555,0.81,0.8,0.98025966,0.885278 +3560,0.81,0.77,0.84418845,0.8869577 +3565,0.84,0.82,0.6712772,0.6482372 +3570,0.84,0.8,0.6708804,1.0989045 +3575,0.78,0.79,0.6906393,0.79722625 +3580,0.74,0.66,1.421953,1.673434 +3585,0.79,0.82,0.80282366,1.0383343 +3590,0.85,0.82,0.6416034,0.8622757 +3595,0.76,0.77,1.6664125,1.4462459 +3600,0.84,0.9,0.55207354,0.5725215 +3605,0.83,0.93,0.5568333,0.19844316 +3610,0.81,0.8,1.2561955,1.0199821 +3615,0.82,0.84,1.0086604,0.596274 +3620,0.86,0.88,0.3957699,0.32791746 +3625,0.75,0.74,1.1496243,1.1731154 +3630,0.88,0.86,0.5716905,0.44834793 +3635,0.82,0.86,0.68868095,0.64926046 +3640,0.85,0.89,0.80734044,0.682655 +3645,0.83,0.73,0.6164742,1.4259704 +3650,0.84,0.81,0.97581834,1.0553334 +3655,0.78,0.76,1.2156274,1.5466136 +3660,0.84,0.84,1.6134121,1.5984383 +3665,0.84,0.87,0.4061563,0.44882283 +3670,0.79,0.83,0.8703741,0.80140626 +3675,0.81,0.84,0.7222848,0.6564156 +3680,0.78,0.87,0.74215674,0.62641144 +3685,0.92,0.81,0.36341327,0.47823516 +3690,0.86,0.79,0.48374596,0.977169 +3695,0.84,0.86,1.084515,0.8371626 +3700,0.82,0.91,0.7899697,0.45033523 +3705,0.86,0.83,0.46116367,0.63556063 +3710,0.85,0.87,0.5387074,0.48164245 +3715,0.81,0.8,1.4310039,1.0762146 +3720,0.81,0.77,0.9113521,0.7479576 +3725,0.75,0.76,1.3375794,1.041285 +3730,0.83,0.88,0.47394198,0.5966066 +3735,0.85,0.83,0.8277503,0.6586713 +3740,0.82,0.83,0.54206747,0.6860524 +3745,0.8,0.87,0.7181028,0.5875233 +3750,0.78,0.8,0.5851313,0.55244756 +3755,0.87,0.79,0.52863383,0.8969242 +3760,0.83,0.76,0.6815422,0.87890273 +3765,0.82,0.81,0.8260739,0.7276598 +3770,0.85,0.82,0.6533922,0.7507112 +3775,0.89,0.83,0.41347992,0.38341767 +3780,0.84,0.78,0.5898922,0.8191616 +3785,0.81,0.91,1.1424845,0.372865 +3790,0.79,0.8,1.2634503,1.2908888 +3795,0.84,0.84,0.7745053,0.95718986 +3800,0.79,0.8,1.0552931,0.85414726 +3805,0.84,0.85,0.5165873,0.51447475 +3810,0.81,0.87,0.6959664,0.44077384 +3815,0.79,0.81,0.8944883,0.7692804 +3820,0.86,0.83,0.72055656,0.66242135 +3825,0.92,0.8,0.26203895,0.71779335 +3830,0.8,0.87,0.94038934,0.55339545 +3835,0.8,0.72,0.89143723,1.1735475 +3840,0.83,0.79,2.255553,1.9604164 +3845,0.73,0.78,1.8363717,1.8417209 +3850,0.82,0.76,0.81383413,1.141145 +3855,0.82,0.86,0.69753957,0.6540612 +3860,0.7,0.75,1.5657134,1.3666942 +3865,0.83,0.89,0.6548159,0.7544626 +3870,0.76,0.88,0.856204,0.57231146 +3875,0.8,0.79,1.0183954,0.79173857 +3880,0.81,0.86,0.9224237,0.630607 +3885,0.72,0.81,1.2906293,1.1489758 +3890,0.86,0.85,0.43674034,0.48811436 +3895,0.83,0.85,0.65768564,0.4902108 +3900,0.79,0.83,1.2608349,0.85433066 +3905,0.82,0.81,0.74668306,0.87014604 +3910,0.86,0.92,0.70365113,0.28979015 +3915,0.8,0.81,0.9438286,1.1483109 +3920,0.76,0.84,2.6856933,1.0981244 +3925,0.8,0.72,1.1437873,1.9408399 +3930,0.85,0.87,0.55740815,0.73267853 +3935,0.77,0.78,1.4134692,1.3277936 +3940,0.71,0.79,1.8983454,1.1981037 +3945,0.72,0.78,1.1017466,0.9407382 +3950,0.88,0.84,0.4920306,1.1777602 +3955,0.84,0.87,0.54298615,0.45737952 +3960,0.92,0.79,0.3006699,0.9689377 +3965,0.91,0.78,0.48641056,0.7658315 +3970,0.85,0.83,0.39511734,0.4643465 +3975,0.85,0.77,0.5294245,0.75070435 +3980,0.88,0.84,0.4280763,0.5662807 +3985,0.89,0.86,0.32869136,0.5433109 +3990,0.8,0.76,0.6090259,1.1624637 +3995,0.77,0.86,1.1454122,0.6947534 +4000,0.74,0.87,1.054434,0.4937126 +4005,0.82,0.86,0.7701918,0.530845 +4010,0.81,0.86,0.60181314,0.7865848 +4015,0.83,0.82,0.9202383,1.1824268 +4020,0.78,0.85,1.229791,0.50876147 +4025,0.81,0.9,0.5642837,0.471936 +4030,0.81,0.79,1.0810829,1.2243867 +4035,0.77,0.78,1.0526165,0.6801947 +4040,0.87,0.83,0.45757926,0.8481511 +4045,0.88,0.79,0.61321884,1.398149 +4050,0.85,0.83,0.5041995,0.5404761 +4055,0.82,0.85,0.73175097,0.503149 +4060,0.8,0.82,1.0760541,0.8763586 +4065,0.76,0.84,0.5928562,0.6499749 +4070,0.79,0.7,0.59871787,0.69719267 +4075,0.89,0.79,0.6573685,1.135016 +4080,0.86,0.82,0.35462886,0.9529999 +4085,0.75,0.8,1.1001738,0.85325205 +4090,0.82,0.9,0.64525515,0.42782378 +4095,0.78,0.76,1.4331495,1.6574779 +4100,0.73,0.76,1.0612159,0.86281633 +4105,0.8,0.9,0.87669325,0.45469832 +4110,0.81,0.77,1.278782,1.5428727 +4115,0.72,0.77,1.8760866,1.4238684 +4120,0.95,0.87,0.1801356,0.5137779 +4125,0.87,0.86,0.40175307,0.728078 +4130,0.82,0.79,0.63112473,0.7830585 +4135,0.83,0.86,0.53480685,0.66796064 +4140,0.76,0.74,1.1300442,1.1345452 +4145,0.88,0.83,0.53836083,0.6330967 +4150,0.89,0.87,0.46657336,0.43977067 +4155,0.84,0.86,0.58808386,0.7261103 +4160,0.8,0.7,2.224215,2.7237558 +4165,0.85,0.84,0.7912295,0.7394075 +4170,0.8,0.77,1.0095477,1.5353235 +4175,0.82,0.84,1.2382715,1.1983039 +4180,0.86,0.85,0.44212496,0.45415643 +4185,0.82,0.84,0.51492333,0.5607388 +4190,0.8,0.8,0.62313116,0.6697219 +4195,0.82,0.83,0.7380832,0.69970125 +4200,0.87,0.73,0.9963963,1.4119577 +4205,0.84,0.79,1.0306277,2.188186 +4210,0.8,0.77,1.0956807,1.1176038 +4215,0.8,0.85,0.8255779,0.5786953 +4220,0.89,0.8,0.3935059,0.579527 +4225,0.84,0.87,0.5126694,0.47029752 +4230,0.86,0.79,0.804925,0.6286811 +4235,0.83,0.84,1.0207012,0.7188321 +4240,0.68,0.71,1.27259,1.5029473 +4245,0.82,0.71,0.67327094,1.1691337 +4250,0.82,0.77,0.66747385,1.470721 +4255,0.88,0.82,0.5553196,0.8333497 +4260,0.82,0.92,0.6091082,0.31261873 +4265,0.87,0.81,0.32654616,0.6428531 +4270,0.8,0.82,2.2601655,1.3183762 +4275,0.89,0.86,0.46775043,0.3726651 +4280,0.85,0.89,0.5267096,0.35953304 +4285,0.85,0.84,0.53131396,0.4858289 +4290,0.83,0.83,0.792303,0.6385835 +4295,0.8,0.81,0.6866005,0.59272814 +4300,0.81,0.84,0.7556585,0.77348137 +4305,0.82,0.83,0.66965234,0.6262712 +4310,0.89,0.87,0.4139579,0.46844208 +4315,0.82,0.88,0.7090107,0.5058451 +4320,0.78,0.79,1.2103412,0.89007604 +4325,0.86,0.82,0.41300395,0.7507306 +4330,0.82,0.88,0.48703736,0.43949035 +4335,0.91,0.81,0.4876984,1.0249038 +4340,0.78,0.75,1.2300639,1.8586787 +4345,0.84,0.83,0.8074458,0.8199831 +4350,0.74,0.87,1.1342578,0.7070111 +4355,0.75,0.85,1.0663085,0.64795333 +4360,0.8,0.85,0.8795841,0.72700864 +4365,0.91,0.82,0.43471825,1.1084839 +4370,0.78,0.77,1.4286119,1.3843453 +4375,0.79,0.84,0.5828051,0.6490761 +4380,0.85,0.85,0.48971227,0.5612005 +4385,0.77,0.75,0.99327767,0.67204195 +4390,0.88,0.85,0.4114595,0.46247828 +4395,0.83,0.84,0.7168841,0.70459193 +4400,0.86,0.93,0.4746946,0.19987509 +4405,0.8,0.79,1.1826128,0.8974028 +4410,0.79,0.8,1.3859687,0.9169214 +4415,0.83,0.76,2.3050747,1.9447116 +4420,0.76,0.88,0.68445814,0.5889699 +4425,0.84,0.85,0.5374413,0.6932552 +4430,0.86,0.85,0.45782495,0.49906462 +4435,0.78,0.77,0.9351436,0.9812007 +4440,0.82,0.86,0.8926943,0.61183244 +4445,0.85,0.84,0.5879174,0.5921546 +4450,0.76,0.77,1.1574498,0.99334556 +4455,0.79,0.82,1.3093653,1.2011237 +4460,0.86,0.87,0.49251762,0.5685143 +4465,0.84,0.84,0.5319968,1.0728179 +4470,0.85,0.82,0.65425324,1.3704774 +4475,0.79,0.76,1.2362294,1.3391099 +4480,0.8,0.91,0.7276909,0.4003985 +4485,0.81,0.87,1.0329235,0.6742864 +4490,0.78,0.78,1.1196082,1.4411985 +4495,0.85,0.84,0.5504854,0.57250917 +4500,0.83,0.87,0.54271847,0.4713855 +4505,0.82,0.85,1.0991498,0.71079284 +4510,0.81,0.84,0.800149,0.71985817 +4515,0.83,0.87,0.55644584,0.471203 +4520,0.84,0.82,1.3672311,0.8605046 +4525,0.81,0.87,0.5982447,0.5365563 +4530,0.84,0.82,0.70567733,0.84653175 +4535,0.84,0.82,0.5383212,1.0183758 +4540,0.82,0.86,0.8657276,0.779202 +4545,0.81,0.79,1.5728259,1.9462849 +4550,0.92,0.83,0.3873818,0.81523097 +4555,0.84,0.84,0.51365703,0.41302055 +4560,0.81,0.74,0.87648875,1.0921261 +4565,0.79,0.88,0.74338615,0.33095196 +4570,0.88,0.91,0.3878596,0.44012368 +4575,0.81,0.75,1.3273778,1.6775757 +4580,0.85,0.81,0.6284573,0.9147475 +4585,0.87,0.85,1.3616871,1.4135207 +4590,0.83,0.93,0.69085956,0.41866523 +4595,0.83,0.88,0.5730752,0.38030452 +4600,0.83,0.81,0.71633637,0.6587677 +4605,0.81,0.86,0.5297847,0.5290262 +4610,0.8,0.83,0.70773447,0.64825404 +4615,0.8,0.83,0.6716879,0.47235566 +4620,0.84,0.82,0.5920603,0.6312624 +4625,0.85,0.87,0.54638684,0.8585039 +4630,0.88,0.91,0.44296873,0.45757025 +4635,0.73,0.7,1.9566162,2.5788934 +4640,0.82,0.86,0.65012324,0.5553105 +4645,0.74,0.61,1.2269181,1.9868045 +4650,0.79,0.81,1.6584183,1.6395385 +4655,0.76,0.73,1.053649,1.2521095 +4660,0.78,0.79,1.356126,1.4346524 +4665,0.81,0.8,1.686887,1.4536803 +4670,0.73,0.8,1.2454168,1.0238528 +4675,0.85,0.79,0.46492547,0.82558984 +4680,0.86,0.86,0.47532856,0.50489116 +4685,0.84,0.9,0.69652015,0.37788522 +4690,0.83,0.78,0.70546895,1.16141 +4695,0.83,0.9,0.5964408,0.49108413 +4700,0.83,0.79,0.551918,0.7320925 +4705,0.86,0.89,0.51235825,0.26225173 +4710,0.88,0.82,0.5283869,0.44575897 +4715,0.84,0.8,0.99714607,1.076499 +4720,0.86,0.83,0.6262213,0.75919265 +4725,0.85,0.82,0.6137952,0.71595377 +4730,0.84,0.81,1.0055125,1.5690647 +4735,0.89,0.78,0.2656041,1.1160839 +4740,0.82,0.84,0.9216031,0.87556183 +4745,0.77,0.67,1.991392,2.8870313 +4750,0.83,0.78,0.766503,1.0677049 +4755,0.81,0.8,0.9165871,1.2705711 +4760,0.86,0.82,0.5085356,0.720619 +4765,0.85,0.68,0.7083735,1.1836421 +4770,0.89,0.85,0.39034244,0.51787215 +4775,0.87,0.74,0.76369447,1.505208 +4780,0.85,0.91,0.35559958,0.43424103 +4785,0.84,0.89,0.69838303,0.6560986 +4790,0.81,0.84,1.122596,0.68331933 +4795,0.85,0.77,0.71600986,0.9158815 +4800,0.9,0.82,0.5372978,0.6800644 +4805,0.88,0.79,0.34961647,1.116289 +4810,0.86,0.79,0.8944358,0.7996311 +4815,0.87,0.83,0.6264999,0.6413008 +4820,0.82,0.81,0.55607235,0.70658064 +4825,0.78,0.82,1.3373047,1.4247535 +4830,0.76,0.8,1.0450933,0.71191496 +4835,0.87,0.88,0.5652506,0.53900087 +4840,0.86,0.9,0.49302334,0.42914727 +4845,0.86,0.76,0.5352082,0.9722566 +4850,0.87,0.85,0.8189003,0.89710337 +4855,0.8,0.81,0.71335375,0.84948105 +4860,0.79,0.75,1.0386243,1.3258057 +4865,0.88,0.85,0.54737955,0.49976185 +4870,0.87,0.84,0.42397413,0.6999103 +4875,0.86,0.8,0.62937015,0.7875213 +4880,0.84,0.85,0.5941613,0.7372286 +4885,0.85,0.84,0.6031172,0.74099517 +4890,0.86,0.81,0.5878584,0.5868606 +4895,0.82,0.83,0.5483861,0.52269727 +4900,0.9,0.8,0.44591504,0.76148915 +4905,0.89,0.82,0.31219867,0.6852809 +4910,0.85,0.85,0.4985376,0.5892321 +4915,0.86,0.85,0.48565084,0.44404536 +4920,0.82,0.86,0.6069345,0.44233337 +4925,0.87,0.91,0.48873222,0.40031803 +4930,0.88,0.81,0.3208996,0.9614301 +4935,0.82,0.76,0.7084244,1.1440827 +4940,0.79,0.9,0.6511791,0.3720392 +4945,0.84,0.83,1.1386242,1.0775294 +4950,0.86,0.8,0.5386495,0.8666215 +4955,0.83,0.86,0.65669936,0.36075854 +4960,0.8,0.77,1.2939513,1.2600436 +4965,0.86,0.82,0.34286058,0.56371695 +4970,0.8,0.88,0.7008168,0.4402101 +4975,0.81,0.79,1.061067,1.0756152 +4980,0.79,0.81,0.73348075,0.7325701 +4985,0.76,0.83,0.9672639,0.5948221 +4990,0.78,0.8,3.180722,2.0560615 +4995,0.86,0.83,0.49150592,0.8115283 +5000,0.86,0.83,0.5218028,0.5929282 +5005,0.83,0.85,0.61373824,0.5427202 +5010,0.9,0.83,0.43235028,0.6213446 +5015,0.79,0.88,0.76169115,0.55491775 +5020,0.86,0.86,0.5048946,0.44367874 +5025,0.84,0.75,0.52528095,1.1073787 +5030,0.74,0.78,1.2997365,1.149021 +5035,0.81,0.77,0.7037409,0.95092285 +5040,0.85,0.88,0.7105307,0.44632158 +5045,0.81,0.87,0.5970374,0.3947491 +5050,0.86,0.8,0.34881982,1.0258845 +5055,0.85,0.79,0.5109071,1.1586788 +5060,0.81,0.87,1.3118395,0.90900236 +5065,0.81,0.86,0.6764461,0.517744 +5070,0.79,0.77,0.9130532,1.0489438 +5075,0.8,0.8,0.88907844,0.8243599 +5080,0.72,0.75,1.2352993,1.2335438 +5085,0.84,0.74,0.59614897,0.92451906 +5090,0.84,0.76,0.78412026,1.7463721 +5095,0.85,0.84,0.53797394,0.5615651 +5100,0.77,0.81,1.1179554,1.0811919 +5105,0.81,0.79,0.98653024,1.1932474 +5110,0.83,0.78,0.7940785,0.7974507 +5115,0.78,0.84,0.75747484,0.6695685 +5120,0.86,0.87,0.4225077,0.484714 +5125,0.83,0.88,0.50256824,0.3977643 +5130,0.8,0.77,0.9236028,0.9939497 +5135,0.85,0.84,0.6490295,0.6637243 +5140,0.87,0.9,0.4737945,0.39536965 +5145,0.84,0.85,0.63344306,0.71076745 +5150,0.91,0.83,0.41008428,0.85562253 +5155,0.81,0.91,0.9556098,0.5636919 +5160,0.83,0.75,1.073801,1.3070378 +5165,0.85,0.89,0.7687485,0.38683116 +5170,0.8,0.79,0.64805734,0.77406275 +5175,0.9,0.83,0.41808683,0.83793306 +5180,0.85,0.87,0.5809335,0.48925412 +5185,0.83,0.79,0.75989616,0.95746195 +5190,0.87,0.82,0.4033196,0.77775174 +5195,0.91,0.9,0.26457024,0.431474 +5200,0.76,0.88,1.085384,0.4949696 +5205,0.82,0.85,1.062684,0.83227366 +5210,0.86,0.78,0.38872188,0.76889986 +5215,0.82,0.82,0.7830535,0.7104868 +5220,0.86,0.84,0.6651268,0.83125764 +5225,0.75,0.75,1.1078386,0.88712996 +5230,0.82,0.82,0.870001,0.77940387 +5235,0.81,0.81,0.7923239,0.8391558 +5240,0.88,0.89,0.5096612,0.5214293 +5245,0.79,0.86,1.2709377,0.8621698 +5250,0.79,0.78,1.0750632,0.8281347 +5255,0.84,0.85,0.53409153,0.7525867 +5260,0.83,0.75,1.5207741,2.0853732 +5265,0.79,0.81,0.774356,0.73200613 +5270,0.88,0.89,0.41895896,0.4842239 +5275,0.8,0.8,1.0870229,1.0068426 +5280,0.72,0.76,1.062842,0.96307176 +5285,0.83,0.79,0.64315474,0.7094032 +5290,0.88,0.81,0.3618288,0.64958566 +5295,0.9,0.79,0.36780697,0.96047616 +5300,0.75,0.81,0.97814924,1.0204135 +5305,0.86,0.8,0.60777396,1.0603479 +5310,0.83,0.78,0.97302973,1.1582469 +5315,0.78,0.86,1.2887977,1.0038974 +5320,0.85,0.83,0.6266501,1.0074067 +5325,0.79,0.8,0.93022555,0.9871856 +5330,0.86,0.87,0.5462564,0.4778282 +5335,0.79,0.75,1.1059523,1.5724274 +5340,0.77,0.81,1.090176,0.7873074 +5345,0.77,0.79,0.7594357,0.6336806 +5350,0.65,0.81,1.3407212,0.9453084 +5355,0.78,0.82,0.81556594,0.6565236 +5360,0.85,0.88,0.755376,0.47324902 +5365,0.79,0.83,0.83613646,0.5780939 +5370,0.75,0.78,1.0307543,0.79353875 +5375,0.86,0.76,0.4666253,0.85981643 +5380,0.84,0.67,0.6907453,1.633116 +5385,0.81,0.81,1.2666323,1.8944249 +5390,0.92,0.86,0.25797582,0.43352726 +5395,0.9,0.84,0.3018527,0.63474977 +5400,0.84,0.86,0.4792098,0.78675133 +5405,0.69,0.76,1.4000123,0.74498194 +5410,0.87,0.83,0.91446495,1.0680331 +5415,0.8,0.81,0.76078004,0.96227646 +5420,0.79,0.78,1.5890635,1.6220022 +5425,0.77,0.78,1.4352592,1.1663228 +5430,0.89,0.86,0.40405208,0.5432792 +5435,0.76,0.72,2.0737753,2.8659773 +5440,0.85,0.84,0.52766055,0.52490354 +5445,0.83,0.82,0.8194289,0.68346137 +5450,0.81,0.85,0.7297027,0.63933164 +5455,0.85,0.85,0.8312638,0.86397845 +5460,0.72,0.75,2.022175,1.266765 +5465,0.79,0.76,1.0636806,1.3115789 +5470,0.91,0.89,0.31940773,0.25027183 +5475,0.85,0.81,0.6185099,1.2131873 +5480,0.85,0.81,0.76994157,1.096949 +5485,0.84,0.84,0.54213136,0.5720044 +5490,0.83,0.86,0.66342074,0.5339765 +5495,0.87,0.86,0.5707612,0.58978415 +5500,0.86,0.84,0.55776167,0.395537 +5505,0.78,0.89,1.1010754,0.4363737 +5510,0.82,0.92,0.646717,0.34816745 +5515,0.85,0.92,0.6966588,0.19775778 +5520,0.76,0.85,1.694725,0.6962803 +5525,0.84,0.83,0.8314427,0.7096711 +5530,0.82,0.8,0.6193966,0.8796135 +5535,0.84,0.84,0.72491914,1.1177857 +5540,0.83,0.86,0.7494938,0.58342475 +5545,0.82,0.82,0.74713033,0.74152535 +5550,0.76,0.71,1.62332,1.390473 +5555,0.7,0.77,1.2044219,0.95858604 +5560,0.71,0.84,2.1101537,1.0913701 +5565,0.76,0.8,2.7943232,2.0409672 +5570,0.85,0.71,0.8924418,1.292759 +5575,0.79,0.74,0.83684206,1.0458046 +5580,0.85,0.78,0.4689616,1.0102092 +5585,0.85,0.85,0.46685493,0.41482854 +5590,0.75,0.75,1.7602931,1.986344 +5595,0.73,0.85,1.0456955,1.0569355 +5600,0.77,0.84,0.99822205,0.9081044 +5605,0.91,0.86,0.33311516,0.47138074 +5610,0.89,0.85,0.5097969,0.70604205 +5615,0.9,0.87,0.44388258,0.8166539 +5620,0.87,0.81,0.5692545,0.70727843 +5625,0.83,0.85,0.7593383,0.5787047 +5630,0.82,0.81,0.51057625,0.7060437 +5635,0.84,0.81,0.7116652,0.5907693 +5640,0.74,0.81,0.93301773,0.6109326 +5645,0.78,0.76,0.852132,0.9433372 +5650,0.83,0.75,0.7138083,1.3843554 +5655,0.8,0.79,0.91153014,0.8384457 +5660,0.72,0.84,2.4946537,1.9531392 +5665,0.8,0.92,0.85646486,0.55008864 +5670,0.77,0.75,0.9949253,1.1497717 +5675,0.89,0.87,0.4508085,0.49827516 +5680,0.86,0.8,0.44914353,0.62048143 +5685,0.84,0.79,0.8910519,1.386917 +5690,0.89,0.83,0.37139678,0.6380357 +5695,0.88,0.85,0.52357316,0.80949074 +5700,0.85,0.86,0.52863836,0.5917836 +5705,0.8,0.88,0.66073614,0.4753121 +5710,0.77,0.82,1.496922,1.8836954 +5715,0.88,0.87,0.43686277,0.44500577 +5720,0.78,0.86,0.73438543,0.5168924 +5725,0.79,0.82,0.54106885,0.52321166 +5730,0.71,0.77,0.9475045,1.0580606 +5735,0.88,0.86,0.47662652,0.6212695 +5740,0.85,0.8,0.5117166,1.2832974 +5745,0.88,0.88,0.5102618,0.4510773 +5750,0.82,0.85,0.75737786,0.6258714 +5755,0.77,0.81,1.0772376,0.8536743 +5760,0.88,0.82,0.7480439,0.7611288 +5765,0.84,0.84,0.6593589,0.69336146 +5770,0.82,0.83,0.6830734,0.71888787 +5775,0.85,0.76,0.5147907,0.87111837 +5780,0.85,0.8,0.89071965,0.88861346 +5785,0.8,0.81,1.2626523,1.0862379 +5790,0.78,0.84,0.79471344,0.55819136 +5795,0.82,0.82,0.8838792,0.67512345 +5800,0.85,0.76,0.8868035,1.7117493 +5805,0.86,0.88,0.42416543,0.7056604 +5810,0.84,0.9,0.6501372,0.5428528 +5815,0.87,0.84,0.53437525,0.39174068 +5820,0.84,0.87,0.86218673,0.57174224 +5825,0.82,0.81,1.1258664,0.60816973 +5830,0.92,0.89,0.21017765,0.3894332 +5835,0.83,0.81,1.3953278,1.8447509 +5840,0.87,0.82,0.47984925,0.73709416 +5845,0.83,0.88,0.8199728,0.7509776 +5850,0.83,0.82,0.758916,0.7873795 +5855,0.84,0.88,0.90168923,0.41418198 +5860,0.81,0.83,1.1255827,1.4656566 +5865,0.85,0.87,0.67640775,0.74546844 +5870,0.79,0.71,1.2561889,1.1479553 +5875,0.87,0.85,0.6299537,0.81397784 +5880,0.82,0.8,0.8125415,1.647088 +5885,0.79,0.8,2.699329,2.1755662 +5890,0.83,0.83,0.48273036,0.46716762 +5895,0.84,0.89,0.70872474,0.4565396 +5900,0.81,0.85,0.7012348,0.5731688 +5905,0.82,0.88,0.8495796,0.7932424 +5910,0.85,0.82,0.7685647,0.7753351 +5915,0.82,0.79,0.8674714,0.7941162 +5920,0.84,0.81,0.49439275,0.7874372 +5925,0.9,0.86,0.5320957,0.6461937 +5930,0.88,0.84,0.5756138,0.66028875 +5935,0.82,0.69,0.57580394,1.3074706 +5940,0.8,0.77,0.73844385,1.0712255 +5945,0.85,0.83,0.8827421,0.9138714 +5950,0.91,0.85,0.39103568,0.42044067 +5955,0.89,0.81,0.3892557,0.5145319 +5960,0.72,0.8,1.2990553,0.7372948 +5965,0.86,0.85,0.5327168,0.64789206 +5970,0.8,0.87,0.7771271,0.52148145 +5975,0.86,0.8,0.64694905,0.93831843 +5980,0.87,0.87,0.38628703,0.6179669 +5985,0.81,0.73,1.4739406,1.5007637 +5990,0.85,0.82,0.7337598,0.75218534 +5995,0.87,0.87,0.52891463,0.4475375 +6000,0.84,0.81,0.7570395,0.547354 +6005,0.88,0.82,0.6362411,0.79113764 +6010,0.76,0.73,2.31894,2.2554657 +6015,0.85,0.77,0.96430445,1.22021 +6020,0.81,0.84,0.6629083,1.0411661 +6025,0.76,0.65,1.740413,2.1421967 +6030,0.87,0.82,0.7608681,0.71922815 +6035,0.83,0.8,0.75281805,1.0216644 +6040,0.82,0.87,0.99375886,0.72662807 +6045,0.84,0.75,0.7127814,1.2079939 +6050,0.9,0.88,0.29482308,0.3881747 +6055,0.84,0.86,0.9414924,1.1767024 +6060,0.83,0.87,0.5275467,0.4918479 +6065,0.88,0.85,0.70200574,0.7510254 +6070,0.84,0.81,0.6282047,0.7494949 +6075,0.87,0.84,0.41349766,0.51637805 +6080,0.89,0.87,0.57058924,0.72052085 +6085,0.82,0.88,0.9562013,0.50480956 +6090,0.8,0.72,0.7803339,1.2913693 +6095,0.86,0.89,0.64049006,0.6955346 +6100,0.88,0.84,0.6387284,0.43656644 +6105,0.87,0.83,0.688445,0.7293415 +6110,0.77,0.81,1.1115831,0.9611124 +6115,0.89,0.8,0.6066875,0.6389867 +6120,0.78,0.86,0.73545694,0.40446252 +6125,0.93,0.87,0.2065261,0.34321296 +6130,0.87,0.79,0.37629673,0.7695392 +6135,0.92,0.8,0.30351335,1.1027954 +6140,0.85,0.82,0.9050385,1.0986345 +6145,0.84,0.89,0.65140283,0.46046534 +6150,0.89,0.82,0.35655856,0.50053537 +6155,0.81,0.83,0.88875306,0.59513056 +6160,0.8,0.82,0.7127327,0.6953187 +6165,0.85,0.84,0.458937,0.6329532 +6170,0.86,0.86,0.4093159,0.479838 +6175,0.84,0.78,0.8003805,0.56611276 +6180,0.79,0.78,0.75027275,0.84717077 +6185,0.85,0.84,0.36919317,0.5660381 +6190,0.84,0.88,0.4892254,0.5907139 +6195,0.78,0.8,0.70573896,0.65169257 +6200,0.83,0.88,0.58482814,0.35944083 +6205,0.81,0.84,0.82780457,0.38947383 +6210,0.82,0.82,0.60132176,0.7091047 +6215,0.77,0.85,0.80358124,0.73509675 +6220,0.83,0.83,1.5313954,1.3192061 +6225,0.78,0.82,1.083781,0.7981392 +6230,0.86,0.84,0.35941342,0.44202685 +6235,0.86,0.81,0.5289673,0.78203154 +6240,0.82,0.7,0.9914932,1.3502208 +6245,0.73,0.84,1.239423,0.5582656 +6250,0.76,0.8,0.78469396,0.9370569 +6255,0.82,0.8,1.2937931,2.0389526 +6260,0.79,0.81,0.9006913,0.9654465 +6265,0.85,0.74,0.5932547,0.7779497 +6270,0.79,0.74,1.18177,1.2122729 +6275,0.84,0.78,0.7270901,0.8231793 +6280,0.85,0.82,0.63098884,0.66503316 +6285,0.88,0.88,0.50118315,0.47650528 +6290,0.84,0.93,0.39332318,0.2751848 +6295,0.89,0.78,0.5089432,0.74567103 +6300,0.84,0.79,0.64374924,1.1403251 +6305,0.74,0.8,0.7868094,0.60904944 +6310,0.76,0.76,0.9963163,1.4711463 +6315,0.82,0.77,0.5611472,1.3986139 +6320,0.83,0.83,0.88348526,0.63859093 +6325,0.85,0.88,0.68953246,0.5664461 +6330,0.82,0.79,1.2467792,1.1150815 +6335,0.81,0.82,0.65618914,0.9546432 +6340,0.81,0.89,0.6053158,0.39085814 +6345,0.82,0.75,0.75001454,1.0116652 +6350,0.88,0.77,0.46165034,0.8215923 +6355,0.75,0.79,0.81824976,0.95651597 +6360,0.8,0.81,0.87703836,0.9874654 +6365,0.89,0.83,0.3888849,0.80994576 +6370,0.74,0.71,1.8073097,1.5737519 +6375,0.89,0.91,0.26200002,0.34222737 +6380,0.81,0.86,0.53034955,0.43490127 +6385,0.8,0.81,1.1292562,1.0547051 +6390,0.87,0.81,0.500662,0.72124755 +6395,0.84,0.82,1.0493844,1.1288245 +6400,0.73,0.75,0.998955,1.0618453 +6405,0.81,0.85,0.8277951,0.6253931 +6410,0.8,0.86,0.7739234,0.33646607 +6415,0.88,0.87,0.48412713,0.51262116 +6420,0.75,0.77,2.008359,1.4087011 +6425,0.75,0.8,1.3175007,0.8865705 +6430,0.81,0.85,0.6428188,0.48262066 +6435,0.86,0.84,0.4472104,0.61101615 +6440,0.83,0.83,0.544995,0.73932785 +6445,0.82,0.84,0.5088237,0.48202252 +6450,0.86,0.85,0.6640241,0.71547526 +6455,0.86,0.86,0.7456436,0.45188355 +6460,0.9,0.85,0.4292293,0.8538515 +6465,0.88,0.81,0.46859673,0.91417426 +6470,0.86,0.81,0.44600993,0.7220909 +6475,0.82,0.82,0.85759807,0.63079476 +6480,0.76,0.79,1.0920262,0.79806006 +6485,0.82,0.74,0.71886986,0.95188516 +6490,0.82,0.86,0.7925676,0.7814906 +6495,0.81,0.75,1.2181568,1.3593565 +6500,0.77,0.75,1.2795867,1.1032711 +6505,0.85,0.81,0.82293916,1.0677954 +6510,0.83,0.83,0.5199328,0.4708639 +6515,0.73,0.82,1.4254541,0.70898473 +6520,0.9,0.86,0.37575617,0.6962283 +6525,0.83,0.85,0.5793046,0.51925725 +6530,0.85,0.8,0.9688296,1.0200702 +6535,0.79,0.92,0.79754066,0.18309216 +6540,0.85,0.87,0.4471076,0.47009778 +6545,0.82,0.85,0.7542384,0.59711987 +6550,0.81,0.86,0.6607585,0.47854435 +6555,0.88,0.86,0.5585412,0.6019574 +6560,0.85,0.83,0.5235296,0.49392125 +6565,0.89,0.83,0.6882226,0.5826904 +6570,0.84,0.81,0.5793753,0.49951375 +6575,0.82,0.79,0.7390251,0.7844521 +6580,0.69,0.72,1.5483601,1.1886051 +6585,0.83,0.89,0.93989587,0.7931378 +6590,0.9,0.81,0.22870484,0.8066069 +6595,0.85,0.85,0.75301534,0.48522678 +6600,0.88,0.82,0.38068503,0.7955896 +6605,0.85,0.86,0.97680396,0.992668 +6610,0.8,0.8,0.91368896,1.1740086 +6615,0.8,0.86,1.3949256,0.7915006 +6620,0.85,0.81,0.7115958,0.5285207 +6625,0.76,0.83,0.92038316,0.8150517 +6630,0.89,0.83,0.5698454,0.70835334 +6635,0.82,0.8,0.9071977,0.79654413 +6640,0.78,0.87,1.2092177,0.79701376 +6645,0.84,0.86,0.6385457,0.44980508 +6650,0.82,0.86,1.1531318,0.4678642 +6655,0.91,0.82,0.44855782,1.0602131 +6660,0.83,0.79,0.6305909,0.7398319 +6665,0.78,0.82,0.9046234,0.82011414 +6670,0.85,0.88,0.572144,0.55279577 +6675,0.83,0.8,1.3215343,1.3839905 +6680,0.79,0.82,0.8913538,0.68314093 +6685,0.82,0.86,0.8790185,0.32844597 +6690,0.87,0.84,0.7375798,0.56492496 +6695,0.82,0.74,0.7579269,0.8759333 +6700,0.85,0.85,0.58650094,0.48321003 +6705,0.82,0.83,0.5482248,0.5454296 +6710,0.83,0.77,0.9367334,1.1751517 +6715,0.85,0.83,0.7251145,0.78194946 +6720,0.78,0.81,1.4182035,1.3091758 +6725,0.8,0.76,0.7980453,1.2523407 +6730,0.77,0.9,0.6921518,0.3519931 +6735,0.84,0.87,0.3820036,0.42433715 +6740,0.87,0.84,0.44709873,0.5883888 +6745,0.86,0.94,0.45353594,0.13103214 +6750,0.86,0.86,0.4071471,0.38555604 +6755,0.86,0.9,0.61842215,0.53411496 +6760,0.89,0.82,0.32324454,0.6696283 +6765,0.82,0.88,0.9186832,0.46062773 +6770,0.79,0.81,0.7269521,0.6274731 +6775,0.89,0.85,0.41448352,0.6115496 +6780,0.83,0.81,0.65197814,0.8712924 +6785,0.86,0.87,0.40436566,0.5041369 +6790,0.77,0.74,1.200957,1.2409099 +6795,0.85,0.84,0.39538166,0.6525816 +6800,0.77,0.78,0.9344224,0.9779375 +6805,0.8,0.89,0.7866034,0.26339677 +6810,0.83,0.84,0.7866901,0.76312315 +6815,0.71,0.72,1.3785713,1.3847456 +6820,0.8,0.85,0.881415,0.7243288 +6825,0.74,0.83,1.0592732,0.661297 +6830,0.78,0.83,0.9299204,0.78974295 +6835,0.81,0.85,0.71803075,0.6085392 +6840,0.81,0.86,0.5760713,0.48630348 +6845,0.82,0.76,1.4508543,1.3808584 +6850,0.84,0.89,0.5348547,0.42426264 +6855,0.82,0.75,0.71813154,1.0627109 +6860,0.74,0.82,1.3413545,0.9770609 +6865,0.84,0.75,0.6182908,0.8085185 +6870,0.81,0.84,0.82615006,0.58155555 +6875,0.88,0.85,0.35217527,0.58253694 +6880,0.85,0.75,0.668566,0.8529154 +6885,0.78,0.76,0.93717796,1.2451085 +6890,0.82,0.82,0.57653886,0.5919477 +6895,0.86,0.84,0.5841133,0.55214065 +6900,0.85,0.79,0.6323771,0.6531623 +6905,0.92,0.82,0.35465014,0.7533065 +6910,0.87,0.88,0.42010266,0.4151201 +6915,0.81,0.79,0.9841658,1.9587617 +6920,0.8,0.84,1.1207805,0.5655784 +6925,0.87,0.84,0.35654002,0.6382159 +6930,0.78,0.8,0.6913887,0.6857457 +6935,0.81,0.77,0.83563715,1.1498982 +6940,0.87,0.84,0.46964118,0.6387589 +6945,0.89,0.83,0.4163076,0.75325525 +6950,0.86,0.85,0.46187103,0.42890894 +6955,0.88,0.77,0.4905958,0.7248513 +6960,0.86,0.79,0.51123947,1.0698688 +6965,0.78,0.78,0.61976266,0.7010357 +6970,0.78,0.84,0.8583996,0.73422486 +6975,0.86,0.85,0.42696464,0.43456239 +6980,0.8,0.89,0.69307536,0.39363995 +6985,0.82,0.91,0.6813874,0.37188357 +6990,0.81,0.81,1.3935401,1.3184388 +6995,0.82,0.88,0.8379972,0.42493522 +7000,0.69,0.82,1.3919567,0.6574344 +7005,0.71,0.78,2.4597192,2.0035932 +7010,0.67,0.74,1.4777495,1.2263136 +7015,0.83,0.77,0.63385713,0.67245615 +7020,0.86,0.84,0.5453011,0.45414966 +7025,0.76,0.88,1.3094547,0.6387222 +7030,0.78,0.76,0.8265135,1.1235044 +7035,0.82,0.79,0.84400105,1.2586917 +7040,0.84,0.88,0.5545975,0.53072405 +7045,0.84,0.84,0.717081,0.8147876 +7050,0.86,0.81,0.5215407,0.6640846 +7055,0.79,0.85,0.88317317,0.5413349 +7060,0.84,0.89,0.667979,0.4396395 +7065,0.85,0.85,0.40683496,0.48295102 +7070,0.86,0.84,0.55229205,0.5078965 +7075,0.82,0.9,0.7532989,0.39443532 +7080,0.83,0.8,1.085844,0.9665739 +7085,0.82,0.8,1.1552857,1.3342297 +7090,0.82,0.82,0.8904305,0.7846778 +7095,0.8,0.8,0.8988058,1.0612353 +7100,0.85,0.86,0.6584311,0.42439845 +7105,0.78,0.83,1.8721989,1.2477707 +7110,0.79,0.81,1.4412805,1.4715387 +7115,0.87,0.78,0.5720514,0.624439 +7120,0.8,0.8,0.47373307,0.5998969 +7125,0.85,0.82,0.5557659,0.5511441 +7130,0.8,0.81,0.5281693,0.87064433 +7135,0.81,0.85,0.64458674,0.7057429 +7140,0.83,0.84,0.71082145,0.83276415 +7145,0.7,0.77,1.2096355,0.8157721 +7150,0.83,0.77,0.788486,0.89505714 +7155,0.83,0.86,0.6125238,0.53279656 +7160,0.87,0.91,0.3827994,0.35342133 +7165,0.79,0.77,1.0483241,1.0032818 +7170,0.82,0.78,0.875973,1.001272 +7175,0.86,0.83,0.5792517,0.44998863 +7180,0.86,0.84,0.47496253,0.5083679 +7185,0.8,0.83,0.86861694,0.6366071 +7190,0.79,0.92,1.1925037,0.35982487 +7195,0.83,0.76,0.9148705,1.1308541 +7200,0.86,0.87,0.7237291,0.64439505 +7205,0.83,0.87,0.7937756,0.645313 +7210,0.83,0.87,0.5735644,0.4875695 +7215,0.91,0.81,0.37575167,0.56857747 +7220,0.85,0.78,0.8559625,0.7425415 +7225,0.69,0.8,0.99720114,0.59084505 +7230,0.81,0.72,0.8217945,1.4851564 +7235,0.7,0.75,1.245283,1.0820009 +7240,0.82,0.79,1.053199,1.1907121 +7245,0.89,0.86,0.4058516,0.5187117 +7250,0.87,0.83,0.4442872,0.6686962 +7255,0.76,0.67,1.7696489,2.2559364 +7260,0.65,0.67,2.4474795,1.7647482 +7265,0.83,0.79,0.61690974,0.8870146 +7270,0.74,0.79,1.5766463,1.6732776 +7275,0.87,0.84,0.7277993,0.75835854 +7280,0.79,0.83,1.0844401,0.6908536 +7285,0.88,0.86,0.518479,0.87806624 +7290,0.86,0.85,0.66234607,0.69239444 +7295,0.87,0.87,0.4984142,0.53817964 +7300,0.88,0.85,0.48540676,0.51021117 +7305,0.87,0.83,0.44731098,0.7091045 +7310,0.92,0.82,0.28030822,0.5801141 +7315,0.89,0.85,0.63391435,0.45927963 +7320,0.85,0.78,0.65685797,1.3493011 +7325,0.89,0.8,0.43868724,0.6824603 +7330,0.88,0.88,0.4752825,0.47800046 +7335,0.84,0.78,0.6377041,1.1750872 +7340,0.78,0.82,0.7140351,0.9377408 +7345,0.67,0.72,1.7045025,1.2700238 +7350,0.84,0.77,0.8634701,2.1112864 +7355,0.75,0.77,1.632479,0.92279464 +7360,0.81,0.85,0.6881853,0.44156793 +7365,0.75,0.76,1.4046037,1.5395806 +7370,0.84,0.86,0.504498,0.4752319 +7375,0.82,0.83,1.3085064,0.8594435 +7380,0.81,0.81,0.9875338,1.148953 +7385,0.8,0.82,0.67278016,0.8179544 +7390,0.93,0.85,0.26854718,0.53351843 +7395,0.8,0.89,0.78495264,0.53559995 +7400,0.86,0.8,0.72611517,1.6644368 +7405,0.84,0.8,0.5387646,0.6202115 +7410,0.82,0.81,0.78347254,1.1724596 +7415,0.9,0.82,0.39614856,0.6170017 +7420,0.76,0.79,1.094729,0.9273716 +7425,0.89,0.85,0.335492,0.73773444 +7430,0.82,0.78,1.2712224,2.0896068 +7435,0.81,0.82,0.9672429,0.9795849 +7440,0.78,0.8,0.80049074,0.90757257 +7445,0.87,0.82,0.5966759,0.56997323 +7450,0.7,0.8,2.2109492,1.0747874 +7455,0.85,0.79,0.7329398,0.9430299 +7460,0.84,0.82,0.91496164,0.6842649 +7465,0.84,0.82,1.0151745,1.3419538 +7470,0.86,0.83,0.38070744,0.6267385 +7475,0.84,0.91,0.7250856,0.30165532 +7480,0.85,0.85,0.6695334,0.538824 +7485,0.89,0.89,0.5688195,0.586256 +7490,0.81,0.81,0.9142522,1.0036069 +7495,0.84,0.83,0.44390675,0.8010949 +7500,0.76,0.86,0.8208588,0.87685746 +7505,0.83,0.88,0.67893624,0.37813225 +7510,0.86,0.79,0.48747292,0.86392266 +7515,0.77,0.78,1.5326638,1.2688082 +7520,0.87,0.84,1.0311174,1.4136182 +7525,0.85,0.86,0.5748595,0.4570332 +7530,0.8,0.86,1.1144099,1.070095 +7535,0.86,0.85,0.5404916,0.46721202 +7540,0.83,0.83,0.7462714,0.96885085 +7545,0.83,0.76,0.88942057,1.44019 +7550,0.85,0.85,0.67879957,0.4383219 +7555,0.76,0.78,2.1076696,1.8480796 +7560,0.85,0.84,0.58328485,0.6267765 +7565,0.78,0.85,1.0658643,0.77293414 +7570,0.76,0.89,1.4593948,0.7527675 +7575,0.83,0.8,1.2666581,1.4237609 +7580,0.75,0.87,1.0764246,0.89210355 +7585,0.91,0.79,0.40511352,0.5634797 +7590,0.82,0.85,0.6218767,0.47713488 +7595,0.83,0.78,0.7414894,0.7336244 +7600,0.85,0.84,0.71857446,0.95998704 +7605,0.86,0.86,0.48915797,0.4019782 +7610,0.81,0.83,0.9961115,0.57973045 +7615,0.88,0.84,0.3692654,0.5143749 +7620,0.84,0.82,0.8749426,0.77768165 +7625,0.75,0.79,0.7571139,0.9263518 +7630,0.89,0.85,0.38966438,0.5691352 +7635,0.85,0.84,0.7630234,0.7205375 +7640,0.9,0.82,0.29752025,0.7859325 +7645,0.84,0.86,0.7408577,0.76401794 +7650,0.82,0.89,0.67762136,0.72237134 +7655,0.73,0.77,1.4298415,1.5820547 +7660,0.87,0.91,0.8280368,0.37939128 +7665,0.77,0.8,0.7904601,0.87896025 +7670,0.87,0.79,0.3718022,1.0202106 +7675,0.83,0.84,0.87657094,0.80475545 +7680,0.75,0.82,2.8039715,1.6784732 +7685,0.92,0.82,0.2494134,0.70903563 +7690,0.88,0.85,0.45753515,0.40705073 +7695,0.81,0.88,0.9506529,0.7279238 +7700,0.84,0.79,0.5183068,0.54124177 +7705,0.84,0.85,0.6968204,0.76900613 +7710,0.78,0.78,1.0941542,1.0400488 +7715,0.9,0.86,0.506366,0.60842305 +7720,0.83,0.76,0.60562694,0.9136316 +7725,0.83,0.84,0.67447984,0.5856184 +7730,0.83,0.92,0.57835,0.2550716 +7735,0.88,0.84,0.4837482,0.5949105 +7740,0.81,0.83,1.0141687,0.9219418 +7745,0.85,0.81,0.565103,0.61601156 +7750,0.89,0.79,0.31302288,0.6117069 +7755,0.82,0.79,0.92264414,1.0361084 +7760,0.87,0.8,0.51275516,0.8038068 +7765,0.73,0.77,1.2644025,1.141665 +7770,0.9,0.86,0.43345833,0.76797384 +7775,0.8,0.8,0.72838944,0.8394803 +7780,0.87,0.88,0.41839316,0.6378186 +7785,0.86,0.8,0.5405876,0.8734795 +7790,0.86,0.84,0.41920182,0.5006988 +7795,0.83,0.85,0.7090054,0.5608652 +7800,0.83,0.84,0.7841179,0.6615036 +7805,0.83,0.89,0.70744014,0.48833278 +7810,0.82,0.93,0.5689464,0.30393082 +7815,0.82,0.84,0.8290635,0.6534859 +7820,0.76,0.77,1.0545183,0.92881125 +7825,0.84,0.77,0.9575937,1.7857149 +7830,0.85,0.85,0.6135154,0.5110653 +7835,0.86,0.8,0.837487,1.1609136 +7840,0.81,0.82,1.1533847,1.0192132 +7845,0.8,0.8,0.7213025,0.7170655 +7850,0.83,0.82,0.51403284,0.73768485 +7855,0.81,0.79,0.6898355,0.76101565 +7860,0.79,0.83,0.8838923,0.8275988 +7865,0.83,0.91,0.6098856,0.37229156 +7870,0.8,0.82,0.983763,0.654529 +7875,0.83,0.89,0.68744224,0.46861735 +7880,0.82,0.86,0.52376205,0.5442123 +7885,0.82,0.81,0.67353845,0.8280555 +7890,0.85,0.81,0.8918064,1.2007241 +7895,0.79,0.88,0.7686038,0.5948367 +7900,0.84,0.78,0.9589951,1.2202103 +7905,0.82,0.85,0.57485247,0.6025882 +7910,0.87,0.87,0.4394721,0.52954197 +7915,0.82,0.9,0.7266778,0.40886158 +7920,0.84,0.78,0.58004576,0.8811382 +7925,0.79,0.84,1.36722,1.1914835 +7930,0.91,0.9,0.46220878,0.45952278 +7935,0.8,0.87,0.59744465,0.52270883 +7940,0.81,0.83,0.8801693,0.7676666 +7945,0.82,0.78,2.2826366,3.2652304 +7950,0.78,0.81,1.8429503,1.1712636 +7955,0.92,0.94,0.23293231,0.3380484 +7960,0.77,0.85,0.8836713,0.8840519 +7965,0.9,0.84,0.31190392,0.61561567 +7970,0.77,0.77,1.019652,1.0421075 +7975,0.85,0.84,0.7200036,0.8681938 +7980,0.81,0.84,0.6447974,0.72095406 +7985,0.8,0.8,0.775129,0.61148584 +7990,0.75,0.81,0.8790449,0.5761504 +7995,0.84,0.83,0.60199404,0.48458576 +8000,0.78,0.84,0.80942565,0.8895697 +8005,0.8,0.85,0.79554415,0.7493962 +8010,0.76,0.75,1.4189245,1.446113 +8015,0.83,0.83,0.63884676,0.7133702 +8020,0.81,0.79,0.8467926,1.057132 +8025,0.8,0.87,0.960452,0.7136389 +8030,0.83,0.84,0.51698583,0.7178381 +8035,0.77,0.78,1.8799576,1.4715679 +8040,0.83,0.75,0.77517897,1.0191207 +8045,0.83,0.85,0.9905817,0.79748815 +8050,0.84,0.8,0.7853524,0.617601 +8055,0.87,0.79,0.5931818,0.69660544 +8060,0.86,0.8,1.0638835,1.6539618 +8065,0.85,0.8,0.5867035,0.77950335 +8070,0.86,0.84,0.53549063,0.45953113 +8075,0.73,0.85,1.253618,0.84952056 +8080,0.84,0.84,0.63392013,0.5415214 +8085,0.71,0.7,1.2678188,1.4933867 +8090,0.86,0.87,0.415717,0.4471576 +8095,0.89,0.89,0.38092384,0.3611808 +8100,0.74,0.8,1.6397563,1.0941135 +8105,0.84,0.77,0.6778965,1.2686946 +8110,0.8,0.82,0.9805928,0.7114299 +8115,0.87,0.81,0.4808133,0.76671493 +8120,0.77,0.81,1.2944947,1.1067713 +8125,0.8,0.87,0.6805017,0.4483894 +8130,0.88,0.8,0.46222976,0.4286297 +8135,0.8,0.86,0.7834334,0.5360339 +8140,0.78,0.86,0.8587048,0.7254695 +8145,0.71,0.75,1.5181645,1.0740693 +8150,0.84,0.83,0.86808425,0.69228506 +8155,0.87,0.84,0.34304672,0.52737755 +8160,0.8,0.83,0.6872341,0.55865115 +8165,0.8,0.87,0.6539693,0.58055437 +8170,0.82,0.88,0.579786,0.51971555 +8175,0.84,0.84,0.6344954,0.5255872 +8180,0.77,0.82,1.1433176,1.0523778 +8185,0.74,0.84,0.8860531,0.5717192 +8190,0.86,0.84,0.6987083,0.68661153 +8195,0.83,0.92,0.5450645,0.2786243 +8200,0.77,0.74,1.2312005,1.8775731 +8205,0.79,0.87,0.8052185,0.44407806 +8210,0.78,0.82,0.8267623,0.57276106 +8215,0.81,0.84,0.6266246,0.3931311 +8220,0.72,0.66,1.0704128,1.4167693 +8225,0.77,0.83,1.1001081,0.7721376 +8230,0.89,0.88,0.49315482,0.40887582 +8235,0.82,0.85,0.9165313,0.59239745 +8240,0.85,0.77,0.84815735,1.2351 +8245,0.86,0.85,0.47916314,0.5690861 +8250,0.85,0.82,0.43992946,0.6295191 +8255,0.85,0.86,0.4571027,0.41424045 +8260,0.78,0.79,1.0145813,0.99014175 +8265,0.77,0.73,0.71352655,1.2545162 +8270,0.9,0.8,0.5462142,1.1723994 +8275,0.83,0.81,0.87110865,1.0653965 +8280,0.79,0.86,1.2001456,0.66932327 +8285,0.89,0.87,0.50793654,0.8711784 +8290,0.85,0.84,0.5073591,0.517705 +8295,0.92,0.84,0.74424493,0.9078114 +8300,0.89,0.78,0.5369701,0.77124494 +8305,0.75,0.65,1.5865562,2.7027252 +8310,0.86,0.83,0.53688276,0.5156948 +8315,0.81,0.85,0.7113436,0.49504507 +8320,0.85,0.76,0.978525,1.2577465 +8325,0.82,0.84,0.7874154,0.68717957 +8330,0.85,0.84,0.51386714,0.4299691 +8335,0.87,0.85,0.4163756,0.6005676 +8340,0.89,0.8,0.33233035,0.6648366 +8345,0.85,0.85,0.55560285,0.43157718 +8350,0.8,0.63,0.89871603,2.1249845 +8355,0.8,0.83,0.6177249,0.6807042 +8360,0.84,0.88,0.7721768,0.6026881 +8365,0.86,0.79,0.54775304,0.7412914 +8370,0.81,0.8,0.66173,0.8767934 +8375,0.86,0.87,0.60762846,0.38233194 +8380,0.97,0.9,0.17569704,0.38712287 +8385,0.85,0.84,0.47958875,0.6186158 +8390,0.9,0.89,0.259189,0.505703 +8395,0.81,0.86,0.7471346,0.62644774 +8400,0.78,0.78,1.4236568,1.4024523 +8405,0.85,0.8,0.5660881,1.0672704 +8410,0.84,0.82,0.63981766,0.5600499 +8415,0.79,0.74,1.4512941,1.390769 +8420,0.8,0.89,0.8973027,0.49515232 +8425,0.84,0.81,0.5911467,1.1340319 +8430,0.85,0.76,0.9027808,1.750781 +8435,0.87,0.86,0.549934,0.74537337 +8440,0.85,0.79,0.9632411,1.1152179 +8445,0.83,0.85,0.5792759,0.6984201 +8450,0.82,0.78,0.9227423,0.9056769 +8455,0.8,0.81,0.5283693,0.8178375 +8460,0.77,0.66,1.6429586,1.6060321 +8465,0.79,0.82,0.68803304,0.9242885 +8470,0.79,0.74,0.8891689,1.1658577 +8475,0.78,0.82,0.9379736,0.7636831 +8480,0.79,0.77,1.2889253,0.91963446 +8485,0.85,0.85,0.53603065,0.72559494 +8490,0.83,0.84,0.5168123,0.7049659 +8495,0.89,0.85,0.44071984,0.53202033 +8500,0.86,0.82,0.50845915,0.601985 +8505,0.91,0.89,0.28893515,0.47924736 +8510,0.85,0.81,0.52216345,0.65785223 +8515,0.86,0.84,0.53266,0.4615236 +8520,0.85,0.81,0.73333496,1.0060854 +8525,0.81,0.81,0.9280216,0.91144043 +8530,0.78,0.77,1.2257818,1.2420206 +8535,0.78,0.75,1.5560219,2.744472 +8540,0.84,0.86,0.7378559,0.42594293 +8545,0.73,0.8,1.2483797,0.85425484 +8550,0.84,0.83,0.71961284,0.5700232 +8555,0.83,0.89,0.53696764,0.4749182 +8560,0.79,0.78,0.80275464,1.0503083 +8565,0.84,0.83,0.47735006,0.49680984 +8570,0.82,0.85,0.6415026,0.5657823 +8575,0.84,0.9,0.6162983,0.4486753 +8580,0.88,0.83,0.5746293,1.1346744 +8585,0.84,0.8,0.662894,0.6772435 +8590,0.78,0.82,0.8950522,0.8891997 +8595,0.74,0.81,1.4075791,0.8833823 +8600,0.85,0.79,0.5436408,0.68637604 +8605,0.9,0.92,0.353798,0.40179196 +8610,0.79,0.78,1.2475302,0.99906355 +8615,0.81,0.76,0.9853356,1.3791965 +8620,0.87,0.84,0.7188671,0.5901659 +8625,0.9,0.88,0.55008245,0.6462814 +8630,0.82,0.82,0.9933412,0.69082254 +8635,0.75,0.75,1.3999207,1.3255455 +8640,0.92,0.85,0.34559342,0.89152384 +8645,0.81,0.81,0.79966325,0.71933174 +8650,0.76,0.81,1.2101772,0.81661904 +8655,0.79,0.82,0.8535869,0.6353826 +8660,0.8,0.9,0.8798389,0.50180364 +8665,0.86,0.83,0.4970689,0.8197256 +8670,0.84,0.83,0.6324757,0.6163956 +8675,0.83,0.85,1.1500114,0.8732506 +8680,0.78,0.8,0.72812593,1.0978 +8685,0.73,0.74,1.5657574,1.3529053 +8690,0.84,0.84,1.0758815,1.281382 +8695,0.83,0.86,0.62995243,0.5578821 +8700,0.86,0.88,0.52339876,0.5225517 +8705,0.84,0.82,0.6553222,1.057519 +8710,0.8,0.8,0.8874789,0.60246545 +8715,0.85,0.83,0.5499958,0.84603196 +8720,0.78,0.82,0.8684214,0.49000907 +8725,0.78,0.78,0.7693538,1.5016506 +8730,0.79,0.81,0.8730869,0.54082733 +8735,0.81,0.88,0.62153286,0.56775725 +8740,0.88,0.85,0.5459584,0.4777474 +8745,0.83,0.84,0.5629783,0.75917935 +8750,0.86,0.86,0.4479333,0.5735899 +8755,0.82,0.77,0.8376923,1.2944356 +8760,0.84,0.84,0.7111865,0.64847565 +8765,0.81,0.84,0.5508252,0.92345583 +8770,0.83,0.84,0.7633104,0.51447845 +8775,0.86,0.88,0.41181,0.49087536 +8780,0.75,0.88,2.2384493,1.058208 +8785,0.75,0.82,1.2154711,0.66797864 +8790,0.76,0.81,1.2938926,1.382407 +8795,0.76,0.68,0.8429191,1.79808 +8800,0.85,0.81,0.54080766,0.7545177 +8805,0.87,0.86,0.44518167,0.59315985 +8810,0.79,0.79,0.9435526,1.6829759 +8815,0.79,0.83,1.030845,0.8053035 +8820,0.8,0.87,0.6772898,0.74261934 +8825,0.83,0.85,0.45715228,0.43778905 +8830,0.71,0.79,1.5134386,0.8009069 +8835,0.89,0.84,0.45493767,0.834364 +8840,0.78,0.85,1.3032625,1.1664183 +8845,0.86,0.86,0.53293467,0.41559297 +8850,0.86,0.88,0.3881414,0.7055086 +8855,0.78,0.73,0.7766847,1.4400873 +8860,0.82,0.9,0.5632874,0.5468361 +8865,0.86,0.81,0.7035904,0.80105853 +8870,0.8,0.87,0.63064367,0.45286822 +8875,0.83,0.86,0.82561946,0.8567271 +8880,0.86,0.81,0.6148714,1.2201842 +8885,0.83,0.78,0.6046129,0.9183416 +8890,0.81,0.86,0.79304314,0.8200682 +8895,0.79,0.85,0.56665146,0.6463591 +8900,0.82,0.88,0.75040907,0.695137 +8905,0.82,0.83,0.54545474,0.5831012 +8910,0.79,0.82,0.6481887,0.68874204 +8915,0.58,0.67,2.9974341,2.0649576 +8920,0.83,0.78,1.0572265,1.5101951 +8925,0.81,0.78,0.9562468,1.9384391 +8930,0.78,0.8,0.594798,0.9640286 +8935,0.8,0.77,0.9585467,1.3928124 +8940,0.76,0.79,1.1897472,1.2529938 +8945,0.76,0.78,1.7334926,1.2806354 +8950,0.8,0.8,0.5505796,0.7643786 +8955,0.85,0.84,0.62739354,0.6347621 +8960,0.86,0.77,0.48174244,0.7812549 +8965,0.85,0.87,0.5123182,0.61569 +8970,0.9,0.77,0.37932956,1.0095549 +8975,0.86,0.8,0.45759824,1.0240557 +8980,0.86,0.8,0.67117065,0.93294585 +8985,0.8,0.83,1.4036549,1.806401 +8990,0.81,0.83,0.6224268,0.8598236 +8995,0.8,0.76,0.89224,1.1609088 +9000,0.85,0.82,0.5724828,0.8879787 +9005,0.89,0.75,0.4160125,1.0800294 +9010,0.86,0.84,0.567355,0.8000167 +9015,0.86,0.83,0.41709927,0.7139254 +9020,0.84,0.8,0.5660417,0.747903 +9025,0.72,0.77,1.9647021,1.1829209 +9030,0.75,0.81,1.3405653,1.1977345 +9035,0.77,0.83,1.0204606,0.49115708 +9040,0.8,0.82,0.6735871,0.53598315 +9045,0.82,0.88,0.62157816,0.49936685 +9050,0.8,0.83,1.1647716,1.3888909 +9055,0.83,0.83,0.9671662,1.1934444 +9060,0.9,0.85,0.2926574,0.44238842 +9065,0.84,0.81,0.8145626,0.8252602 +9070,0.84,0.83,0.7063903,0.6122408 +9075,0.74,0.82,2.2740242,1.6825558 +9080,0.83,0.85,0.896214,0.8513205 +9085,0.75,0.84,1.0654082,0.6227701 +9090,0.75,0.88,0.7632157,0.46633452 +9095,0.8,0.74,1.0102699,1.0307891 +9100,0.76,0.8,1.0829624,0.7538941 +9105,0.88,0.84,0.6605171,0.8782175 +9110,0.83,0.86,0.67837197,0.5854462 +9115,0.86,0.84,0.43107188,0.5296235 +9120,0.81,0.84,0.62822676,0.6014479 +9125,0.8,0.87,0.52254605,0.391437 +9130,0.82,0.72,0.7204434,1.1311008 +9135,0.83,0.82,0.68938273,0.7284262 +9140,0.9,0.86,0.3934522,0.56764555 +9145,0.86,0.79,0.40794554,0.9320063 +9150,0.86,0.87,0.6694148,0.58344626 +9155,0.77,0.78,0.9121835,1.2489784 +9160,0.87,0.9,0.5792601,0.3041072 +9165,0.83,0.77,0.80494773,1.1381124 +9170,0.81,0.82,1.7665417,1.5566244 +9175,0.82,0.8,1.0077069,0.96676564 +9180,0.83,0.86,0.6385891,0.48791328 +9185,0.86,0.81,0.36168206,0.5774549 +9190,0.82,0.84,0.7483824,0.9901172 +9195,0.79,0.78,1.4606295,0.98248 +9200,0.81,0.87,0.6593541,0.637141 +9205,0.77,0.79,1.244328,0.78938204 +9210,0.84,0.89,0.85830367,0.39248097 +9215,0.83,0.88,0.73029417,0.56917155 +9220,0.87,0.82,0.46086267,0.4781205 +9225,0.82,0.87,0.5194434,0.38493288 +9230,0.73,0.81,1.092313,1.1763515 +9235,0.75,0.74,1.8098112,2.4153452 +9240,0.81,0.83,0.5710207,0.53402 +9245,0.8,0.83,0.6982105,0.7938265 +9250,0.88,0.86,0.46448302,0.54178834 +9255,0.84,0.78,0.68148917,1.0313275 +9260,0.82,0.86,0.90938264,0.5958943 +9265,0.81,0.87,0.7220393,0.41110882 +9270,0.88,0.82,0.57729566,0.53912944 +9275,0.87,0.88,0.3841302,0.43402934 +9280,0.87,0.81,0.36439532,0.8121178 +9285,0.79,0.81,1.1910875,0.6707828 +9290,0.87,0.82,0.602068,0.55284876 +9295,0.85,0.81,0.6843175,0.7945516 +9300,0.8,0.79,0.8141231,0.907335 +9305,0.76,0.82,0.80041665,0.62614816 +9310,0.74,0.83,1.0159554,0.6030045 +9315,0.86,0.8,0.3792475,0.8417781 +9320,0.8,0.85,0.9671747,0.9179705 +9325,0.83,0.84,0.57979035,0.6179473 +9330,0.8,0.84,0.66665167,0.4935 +9335,0.79,0.84,0.633852,0.4701094 +9340,0.82,0.79,0.9889102,1.570512 +9345,0.83,0.77,0.7713224,1.0376334 +9350,0.86,0.78,0.7610686,1.3858972 +9355,0.77,0.87,0.9394188,0.47384852 +9360,0.92,0.8,0.34849563,0.5794337 +9365,0.8,0.89,0.77019674,0.44828004 +9370,0.82,0.83,0.7557465,0.81363076 +9375,0.83,0.73,0.82738066,1.6247135 +9380,0.89,0.86,0.38665965,0.4694516 +9385,0.82,0.82,0.9984424,0.8667047 +9390,0.87,0.87,0.56718737,0.41683745 +9395,0.74,0.87,1.1852953,0.50144666 +9400,0.85,0.77,1.612973,2.8705978 +9405,0.74,0.82,1.0973611,0.92660695 +9410,0.87,0.86,0.6550424,0.51687753 +9415,0.86,0.86,0.4776061,0.45650178 +9420,0.9,0.85,0.36886883,0.61957395 +9425,0.83,0.91,0.7858465,0.49346858 +9430,0.82,0.86,0.65873545,0.6364399 +9435,0.8,0.82,1.2648109,1.2394836 +9440,0.83,0.85,0.60472417,0.58668685 +9445,0.87,0.81,0.78092194,0.9030405 +9450,0.8,0.84,0.91073656,0.73955405 +9455,0.71,0.83,3.2338922,2.2891684 +9460,0.78,0.71,1.1600548,1.3267772 +9465,0.79,0.84,0.9923256,0.7993184 +9470,0.85,0.76,0.9150502,1.0457828 +9475,0.83,0.86,0.45972663,0.5502836 +9480,0.89,0.8,0.5007467,0.698101 +9485,0.88,0.84,0.6032294,0.6689826 +9490,0.87,0.81,0.4463655,0.53983164 +9495,0.77,0.81,0.7397264,0.6705121 +9500,0.88,0.82,0.55157113,0.7535351 +9505,0.95,0.87,0.3106753,0.6064432 +9510,0.86,0.82,0.6361404,0.60373735 +9515,0.83,0.88,0.46410248,0.42837074 +9520,0.81,0.81,0.82964456,1.0142895 +9525,0.82,0.91,0.57600814,0.31361163 +9530,0.87,0.85,0.4732324,0.42708367 +9535,0.83,0.86,0.6845839,0.87096 +9540,0.78,0.81,1.5507827,1.3525239 +9545,0.83,0.8,0.49806455,1.0236355 +9550,0.83,0.86,0.92919767,0.7605708 +9555,0.87,0.91,0.5744147,0.24385822 +9560,0.81,0.76,0.66891813,0.86643004 +9565,0.83,0.86,0.564086,0.71170694 +9570,0.87,0.82,0.55583906,0.8817616 +9575,0.88,0.89,0.83695626,0.65842 +9580,0.76,0.73,0.88021165,1.1793923 +9585,0.87,0.9,0.46683553,0.5418793 +9590,0.84,0.8,0.57498413,0.6768341 +9595,0.74,0.76,1.9746922,1.6853731 +9600,0.78,0.87,0.7204219,0.39210767 +9605,0.83,0.85,0.50887805,0.6635855 +9610,0.83,0.82,1.340718,2.0918016 +9615,0.88,0.81,0.39991328,0.76077414 +9620,0.87,0.77,0.41351157,0.99163073 +9625,0.88,0.9,0.50894487,0.32104018 +9630,0.82,0.76,0.86397845,1.3741833 +9635,0.8,0.79,1.2089682,0.6697805 +9640,0.86,0.89,0.6314611,0.38587227 +9645,0.79,0.83,0.82144195,0.64492506 +9650,0.81,0.81,0.7408678,0.5519955 +9655,0.91,0.84,0.33628708,0.7106086 +9660,0.87,0.81,0.9475042,1.2062559 +9665,0.87,0.83,0.52442,0.5035884 +9670,0.79,0.81,1.3393178,1.357441 +9675,0.81,0.83,0.63964075,0.7407448 +9680,0.83,0.85,0.75030214,0.78044015 +9685,0.88,0.8,0.48658073,0.8347175 +9690,0.89,0.85,0.5287006,0.47657594 +9695,0.83,0.86,0.44072387,0.5090272 +9700,0.84,0.81,0.5600341,0.64503366 +9705,0.8,0.82,0.9470291,0.7204105 +9710,0.89,0.88,0.35577613,0.46105847 +9715,0.83,0.83,0.8190184,0.66292435 +9720,0.87,0.91,0.5041117,0.57363176 +9725,0.81,0.87,0.89945596,0.6579412 +9730,0.86,0.88,0.5778715,0.49104646 +9735,0.85,0.82,0.6203268,0.82867104 +9740,0.76,0.76,1.4025961,0.9940708 +9745,0.78,0.88,0.7329099,0.5194067 +9750,0.74,0.82,1.1726207,0.8074027 +9755,0.75,0.82,1.554947,1.0854418 +9760,0.81,0.81,0.7300987,0.796459 +9765,0.84,0.86,0.6817178,0.62861246 +9770,0.81,0.83,0.8818863,0.88426316 +9775,0.82,0.84,0.6528729,0.41820854 +9780,0.75,0.82,1.1451943,0.83235854 +9785,0.87,0.86,0.8289482,0.88366914 +9790,0.81,0.82,1.0167536,0.62361926 +9795,0.88,0.84,0.40592045,0.62984383 +9800,0.84,0.86,0.96745193,0.859803 +9805,0.78,0.79,1.585423,0.9985166 +9810,0.83,0.76,0.79406846,1.2503911 +9815,0.88,0.87,0.52222365,1.0766997 +9820,0.84,0.86,0.64854246,0.69933313 +9825,0.85,0.8,0.5556715,0.96905637 +9830,0.83,0.82,0.51355547,0.57683915 +9835,0.91,0.8,0.33957058,0.59393996 +9840,0.81,0.88,0.9251172,0.45490828 +9845,0.89,0.79,0.43816352,0.9777625 +9850,0.87,0.86,0.38991916,0.36164212 +9855,0.77,0.84,1.2850251,0.8191814 +9860,0.85,0.77,0.60985494,1.033931 +9865,0.83,0.85,0.5390561,0.42607185 +9870,0.93,0.9,0.20214432,0.39516574 +9875,0.8,0.71,2.1163185,2.7005372 +9880,0.83,0.84,0.77161765,1.1626419 +9885,0.83,0.86,0.8424176,0.70509195 +9890,0.88,0.88,0.6317914,0.49766448 +9895,0.78,0.88,0.8286925,0.36753535 +9900,0.87,0.86,0.36361846,0.5748765 +9905,0.85,0.82,1.3874345,2.6024523 +9910,0.86,0.81,0.60730255,0.84196657 +9915,0.89,0.79,0.6460273,1.4177829 +9920,0.86,0.84,0.46070808,0.403621 +9925,0.87,0.82,0.7803135,0.5669829 +9930,0.75,0.77,1.185064,1.0497378 +9935,0.84,0.77,0.5542407,0.8841491 +9940,0.84,0.76,0.6959522,0.9542928 +9945,0.86,0.79,0.63007313,0.70572096 +9950,0.82,0.8,0.5085143,0.59170866 +9955,0.82,0.84,0.77543855,0.56775934 +9960,0.8,0.83,0.6977092,0.59401625 +9965,0.83,0.82,0.5642407,0.82609594 +9970,0.78,0.8,0.8589181,0.68585515 +9975,0.84,0.87,0.5029596,0.43213004 +9980,0.81,0.77,1.2891667,1.3009723 +9985,0.81,0.76,0.56853795,1.225038 +9990,0.82,0.79,0.9576267,0.97714895 +9995,0.89,0.79,0.4483953,0.6910153 +10000,0.89,0.87,0.5762566,0.55304694 diff --git a/apps/dash-live-model-training/data/mnist_cnn_run_log.csv b/apps/dash-live-model-training/data/mnist_cnn_run_log.csv new file mode 100644 index 000000000..0a64b4fa0 --- /dev/null +++ b/apps/dash-live-model-training/data/mnist_cnn_run_log.csv @@ -0,0 +1,1999 @@ +5,0.28,0.2,2.8555403,3.2166889 +10,0.12,0.44,3.2173035,2.655121 +15,0.42,0.36,2.0334082,2.012779 +20,0.34,0.52,2.3699713,1.4855058 +25,0.46,0.5,1.3459003,1.4031785 +30,0.66,0.68,1.1537642,1.0015297 +35,0.6,0.72,1.2608002,0.9483211 +40,0.76,0.68,0.67363954,1.0922097 +45,0.64,0.62,1.0298954,1.1044043 +50,0.56,0.7,1.1308956,0.7981936 +55,0.78,0.78,0.9315254,0.8757862 +60,0.8,0.82,0.57542264,0.7858696 +65,0.7,0.86,0.9094432,0.7062993 +70,0.76,0.66,0.746975,0.9003308 +75,0.8,0.78,0.66433686,0.61385435 +80,0.78,0.8,0.62998354,0.63837606 +85,0.9,0.82,0.44811395,0.5427326 +90,0.82,0.86,0.4909094,0.4909551 +95,0.92,0.9,0.38760957,0.4690809 +100,0.86,0.8,0.408591,0.50156826 +105,0.84,0.84,0.63322043,0.3984636 +110,0.82,0.78,0.5913813,0.42678043 +115,0.9,0.8,0.4350241,0.51996404 +120,0.76,0.86,0.5950047,0.43737948 +125,0.86,0.82,0.47211808,0.5885922 +130,0.92,0.94,0.27293986,0.32791442 +135,0.84,0.9,0.36741668,0.29197276 +140,0.8,0.9,0.5167196,0.39926362 +145,0.88,0.86,0.33931062,0.5107261 +150,0.94,0.86,0.3290084,0.3684751 +155,0.94,0.92,0.39335153,0.31746006 +160,0.92,0.86,0.3252776,0.49507928 +165,0.76,0.86,0.60822016,0.40155372 +170,0.88,0.9,0.3468934,0.37586018 +175,0.88,0.88,0.3387145,0.37605363 +180,0.92,0.94,0.25246203,0.20401718 +185,0.92,0.96,0.27095547,0.20727336 +190,0.9,0.9,0.24450493,0.3147323 +195,0.88,0.92,0.34959838,0.28436834 +200,0.82,0.94,0.51893544,0.25988448 +205,0.9,0.96,0.29949203,0.17466463 +210,0.88,0.94,0.42974108,0.23046097 +215,0.86,0.96,0.40918878,0.36773324 +220,0.92,0.96,0.359149,0.13074231 +225,0.88,0.92,0.3654856,0.4280909 +230,0.88,0.92,0.23550867,0.2630488 +235,0.94,0.9,0.27488637,0.29999784 +240,0.96,0.94,0.17473413,0.23913963 +245,0.9,0.94,0.27386668,0.29257417 +250,0.94,0.92,0.26653334,0.29812944 +255,0.86,0.92,0.36737663,0.21227372 +260,0.94,0.92,0.14459807,0.25723276 +265,0.96,0.88,0.21045281,0.32775316 +270,0.88,0.94,0.29228535,0.16518177 +275,0.94,0.84,0.25749192,0.3982714 +280,0.9,0.9,0.35041127,0.3189564 +285,0.94,0.86,0.26953506,0.33378965 +290,0.94,0.98,0.2240992,0.1547613 +295,0.94,0.92,0.15809448,0.26519573 +300,0.9,0.96,0.33902872,0.14716457 +305,0.92,0.9,0.29434386,0.2510966 +310,0.94,0.94,0.128483,0.30299133 +315,0.96,0.92,0.21290419,0.35045722 +320,0.94,0.96,0.21774274,0.22439072 +325,0.92,0.94,0.20152679,0.15175827 +330,0.98,0.92,0.15920359,0.2901684 +335,0.92,0.9,0.23380527,0.56531537 +340,0.92,0.88,0.252679,0.331847 +345,0.92,0.94,0.36606404,0.24877556 +350,0.94,0.96,0.2622824,0.14507622 +355,0.98,0.94,0.15398607,0.21292889 +360,0.94,0.82,0.16683945,0.43362 +365,0.86,0.9,0.46954978,0.24255182 +370,0.98,0.94,0.19944172,0.15724364 +375,0.96,0.9,0.15009911,0.25375512 +380,0.96,0.98,0.11917095,0.13247107 +385,0.94,0.88,0.17017281,0.38614544 +390,0.96,0.9,0.14450264,0.22690822 +395,0.94,0.88,0.1965424,0.24323301 +400,0.94,0.98,0.24169658,0.11076321 +405,0.96,0.92,0.11942324,0.30537727 +410,0.92,1.0,0.23770773,0.07875748 +415,0.9,0.92,0.30705777,0.18544362 +420,0.92,1.0,0.22657849,0.03180604 +425,0.94,0.92,0.3023938,0.18353716 +430,0.92,0.94,0.26299533,0.15065505 +435,0.94,0.9,0.22131032,0.2833639 +440,0.9,0.94,0.19979915,0.18625388 +445,1.0,0.94,0.048664264,0.14117786 +450,0.94,0.92,0.18388985,0.24171036 +455,0.92,0.96,0.2626172,0.14967644 +460,0.8,0.94,0.64341944,0.19525298 +465,0.94,0.94,0.19588281,0.22674744 +470,0.88,0.96,0.27830085,0.16627003 +475,1.0,0.96,0.09887729,0.20258208 +480,0.94,0.98,0.15392084,0.13664626 +485,0.94,0.92,0.2195928,0.34717137 +490,0.98,0.94,0.1049356,0.2193 +495,1.0,0.92,0.05484298,0.26890847 +500,0.9,0.98,0.26566717,0.059258394 +505,0.9,0.96,0.28197706,0.15374702 +510,0.96,0.92,0.1927598,0.18480702 +515,0.94,0.96,0.19651623,0.10678084 +520,0.94,0.96,0.18310161,0.14487234 +525,0.92,0.96,0.3186252,0.13507241 +530,0.96,0.88,0.14220612,0.3022378 +535,0.9,0.94,0.26980713,0.19419914 +540,0.98,0.92,0.08859768,0.25759497 +545,0.96,0.94,0.10304973,0.24631596 +550,0.94,0.98,0.23319158,0.11382092 +555,0.88,0.96,0.23784126,0.20737678 +560,0.92,0.94,0.1754525,0.28776184 +565,0.92,0.96,0.34482634,0.12964843 +570,0.94,0.96,0.18714905,0.16575754 +575,1.0,0.98,0.07871881,0.10061821 +580,0.9,0.94,0.35250595,0.14020331 +585,0.92,0.96,0.35962144,0.28692323 +590,0.98,0.94,0.12943992,0.15130292 +595,0.96,0.98,0.12242555,0.08297308 +600,0.94,0.92,0.21642914,0.44715858 +605,0.96,0.94,0.13451526,0.14326431 +610,0.9,0.98,0.27464336,0.08648408 +615,0.96,0.96,0.17006043,0.10824119 +620,0.94,0.92,0.1851468,0.37335646 +625,1.0,0.96,0.043248072,0.14424086 +630,0.98,0.96,0.12491025,0.15587689 +635,0.94,0.88,0.26047322,0.2990383 +640,1.0,1.0,0.07440494,0.062425245 +645,1.0,1.0,0.059101354,0.04283096 +650,0.96,0.98,0.1277044,0.12762219 +655,0.92,0.96,0.18019754,0.20542859 +660,0.94,0.94,0.16563107,0.16640744 +665,0.94,0.96,0.12543677,0.077861354 +670,0.82,0.94,0.51370883,0.24671909 +675,0.94,0.96,0.16166347,0.09744654 +680,0.92,0.92,0.16724765,0.23282063 +685,0.98,0.96,0.1833425,0.15238228 +690,0.94,1.0,0.19367452,0.06419712 +695,1.0,0.9,0.05921647,0.25511387 +700,0.88,0.92,0.2767444,0.1401531 +705,0.98,0.9,0.09960409,0.2308552 +710,0.96,0.96,0.1775346,0.16424093 +715,0.88,0.94,0.3455168,0.15816525 +720,0.94,0.98,0.15001123,0.07064505 +725,0.92,0.94,0.27475125,0.2532423 +730,0.98,0.98,0.11588787,0.09810958 +735,0.92,0.98,0.18073438,0.1487549 +740,0.98,0.96,0.10842165,0.206545 +745,0.94,0.96,0.1317612,0.107505605 +750,0.98,0.96,0.077221625,0.11885159 +755,0.94,0.92,0.19086987,0.16883409 +760,0.86,0.98,0.41956276,0.063577734 +765,0.92,0.98,0.19632971,0.08518222 +770,0.92,0.98,0.26000854,0.053720497 +775,0.92,0.92,0.19011414,0.3250547 +780,0.96,0.96,0.12181158,0.12820774 +785,0.96,0.92,0.12611131,0.17769894 +790,0.98,0.92,0.071124256,0.18805617 +795,0.98,1.0,0.072239675,0.04849681 +800,0.98,1.0,0.09966497,0.062321443 +805,0.96,1.0,0.09144063,0.053729504 +810,0.9,0.94,0.24038324,0.15688063 +815,0.82,1.0,0.49552095,0.05703327 +820,1.0,1.0,0.064109914,0.08216844 +825,0.94,0.94,0.1566036,0.27237815 +830,0.96,0.98,0.11555181,0.08477816 +835,0.94,0.92,0.2678545,0.17231682 +840,0.92,0.98,0.31990647,0.056526285 +845,0.96,0.94,0.09219164,0.14850883 +850,0.98,0.96,0.14007406,0.13676178 +855,0.98,1.0,0.05991673,0.04922676 +860,0.96,0.98,0.13869375,0.06690622 +865,0.92,0.94,0.27379557,0.17760174 +870,0.88,1.0,0.43734536,0.052841067 +875,0.96,0.98,0.116694145,0.15698625 +880,0.92,0.9,0.17936385,0.34044963 +885,0.96,0.92,0.20166351,0.17111084 +890,0.98,1.0,0.053148344,0.07028011 +895,0.98,0.94,0.12768146,0.11649042 +900,0.94,0.96,0.10378923,0.25190565 +905,0.94,0.94,0.11592141,0.13614541 +910,0.96,0.96,0.113560006,0.09171402 +915,1.0,0.98,0.07514038,0.08960867 +920,0.92,0.94,0.23326193,0.13205127 +925,0.98,0.9,0.06566113,0.16790049 +930,0.96,0.96,0.089051634,0.110979155 +935,0.98,0.96,0.092464276,0.14618003 +940,0.98,0.96,0.085919425,0.215184 +945,0.98,0.98,0.083727874,0.12334767 +950,0.92,0.96,0.16411959,0.08132761 +955,0.92,1.0,0.17482017,0.049033128 +960,0.94,0.96,0.20482582,0.2823682 +965,0.98,0.96,0.09796599,0.16719142 +970,0.96,0.98,0.12128102,0.08588556 +975,0.96,0.96,0.07076934,0.16607112 +980,0.94,0.98,0.12424129,0.1506412 +985,0.96,0.96,0.14773768,0.10867424 +990,0.92,1.0,0.21615036,0.057271667 +995,1.0,0.96,0.06394307,0.11028589 +1000,0.92,0.94,0.14990596,0.27389967 +1005,0.94,0.98,0.15257923,0.099307306 +1010,0.98,0.98,0.14771694,0.10307045 +1015,0.96,0.98,0.0908483,0.079114586 +1020,0.9,0.94,0.21657154,0.13652503 +1025,0.98,0.98,0.13157949,0.104674704 +1030,0.92,0.98,0.17292495,0.10163209 +1035,0.98,0.96,0.114160635,0.1146216 +1040,0.98,1.0,0.054518186,0.038909923 +1045,0.98,0.96,0.11222989,0.09243328 +1050,0.96,0.96,0.1459006,0.18281467 +1055,0.98,0.98,0.09442892,0.065962285 +1060,0.96,0.94,0.13478166,0.35181144 +1065,0.98,0.98,0.07848771,0.03632134 +1070,1.0,1.0,0.02745785,0.03203886 +1075,0.98,0.98,0.1935019,0.16830769 +1080,0.96,0.94,0.118346885,0.11859736 +1085,0.94,0.96,0.2030489,0.08642557 +1090,0.94,0.98,0.40211448,0.1157669 +1095,0.98,0.92,0.06335035,0.19160232 +1100,0.92,0.96,0.18788289,0.15885925 +1105,0.96,1.0,0.107347526,0.011396513 +1110,1.0,0.98,0.053747024,0.06716694 +1115,1.0,0.96,0.048129458,0.1279025 +1120,1.0,1.0,0.032373127,0.032701805 +1125,0.96,0.96,0.18710744,0.16657004 +1130,0.94,0.98,0.18445964,0.13187945 +1135,1.0,1.0,0.054250017,0.059538536 +1140,0.96,0.96,0.10867823,0.2617594 +1145,1.0,0.98,0.011340051,0.045509063 +1150,0.96,0.98,0.16553621,0.1046613 +1155,0.98,0.92,0.052368425,0.1441739 +1160,0.98,0.96,0.0648674,0.12095664 +1165,0.94,0.92,0.11182188,0.1576596 +1170,0.94,0.9,0.13503096,0.24764225 +1175,0.94,0.98,0.118397385,0.09776206 +1180,0.96,1.0,0.12290147,0.036108516 +1185,0.92,1.0,0.22019571,0.030948624 +1190,1.0,0.96,0.079186164,0.23490094 +1195,1.0,0.9,0.019967582,0.3227187 +1200,0.96,0.98,0.088365346,0.068239406 +1205,0.94,0.96,0.24346125,0.09877096 +1210,0.96,1.0,0.115936406,0.025875015 +1215,0.94,0.96,0.12309654,0.0649595 +1220,1.0,0.98,0.054838244,0.065436624 +1225,1.0,0.98,0.048927892,0.13161297 +1230,0.98,0.94,0.056158684,0.11488009 +1235,0.98,0.98,0.08346007,0.17043157 +1240,1.0,0.9,0.023835624,0.27794635 +1245,0.96,0.92,0.15161148,0.2699362 +1250,1.0,0.98,0.051347714,0.09170543 +1255,1.0,0.98,0.03723939,0.076915525 +1260,0.98,0.96,0.04934486,0.12022352 +1265,0.94,0.98,0.2096285,0.11167297 +1270,0.96,0.98,0.07349333,0.05406335 +1275,0.94,0.96,0.23947997,0.08286405 +1280,0.96,0.94,0.12154882,0.13305803 +1285,0.98,0.98,0.10079351,0.07487328 +1290,0.98,0.98,0.05543325,0.12610093 +1295,1.0,0.92,0.024184007,0.21502277 +1300,0.96,0.94,0.10050849,0.13724813 +1305,0.94,0.92,0.16389658,0.41697833 +1310,0.96,0.94,0.108365126,0.12479935 +1315,0.98,0.94,0.09351364,0.123341255 +1320,1.0,0.92,0.040367823,0.18967867 +1325,0.98,1.0,0.10976719,0.04620472 +1330,0.92,0.96,0.14866512,0.078340895 +1335,0.94,0.98,0.20850974,0.05121102 +1340,1.0,0.96,0.033305023,0.111313626 +1345,0.98,0.98,0.05731063,0.0529459 +1350,0.98,1.0,0.08247008,0.0620742 +1355,0.98,0.96,0.08352664,0.09402477 +1360,1.0,0.98,0.023155564,0.042660788 +1365,0.94,0.92,0.082735635,0.22311544 +1370,0.98,0.98,0.07986184,0.056191735 +1375,1.0,1.0,0.03570211,0.017059138 +1380,0.98,1.0,0.13245541,0.018443607 +1385,0.98,0.96,0.057617884,0.109116785 +1390,0.96,1.0,0.12827252,0.013461568 +1395,1.0,0.96,0.031159053,0.17652619 +1400,0.96,0.94,0.08435978,0.14922321 +1405,0.98,0.98,0.04724874,0.17914383 +1410,0.96,1.0,0.15341352,0.034098018 +1415,0.98,1.0,0.1015951,0.018291663 +1420,0.9,0.98,0.2501452,0.04824473 +1425,1.0,1.0,0.0636437,0.03484675 +1430,0.98,0.98,0.054214463,0.09317977 +1435,0.94,1.0,0.20155476,0.019960577 +1440,0.98,1.0,0.04557396,0.02726873 +1445,1.0,0.96,0.009561314,0.1396057 +1450,1.0,0.98,0.052701868,0.11005087 +1455,1.0,1.0,0.030468788,0.031285204 +1460,0.96,0.96,0.07202564,0.078227155 +1465,0.96,0.96,0.11538435,0.080817394 +1470,0.98,0.98,0.051348124,0.06738764 +1475,0.92,0.94,0.2337938,0.13105285 +1480,0.92,0.96,0.21703766,0.1757235 +1485,0.98,1.0,0.06974454,0.026102686 +1490,0.98,0.98,0.09943461,0.12038311 +1495,0.94,0.96,0.26970765,0.13426332 +1500,0.96,0.98,0.09207964,0.0772787 +1505,1.0,0.94,0.027625112,0.10721713 +1510,0.98,1.0,0.047604598,0.037245397 +1515,0.94,0.96,0.26137978,0.07020461 +1520,1.0,0.98,0.038319636,0.045861293 +1525,0.98,1.0,0.10536559,0.043642245 +1530,0.96,0.98,0.09423853,0.036927696 +1535,1.0,0.94,0.048655912,0.18465324 +1540,0.96,0.94,0.1074944,0.15257902 +1545,0.98,1.0,0.058594335,0.046074644 +1550,0.98,1.0,0.03322897,0.016727917 +1555,0.98,0.96,0.06136927,0.1047207 +1560,1.0,0.98,0.03012178,0.12648226 +1565,0.96,0.98,0.24755244,0.07737723 +1570,0.98,0.98,0.08040203,0.099665225 +1575,0.94,1.0,0.18815094,0.032533195 +1580,0.98,1.0,0.06673622,0.055191994 +1585,0.96,0.96,0.13035989,0.09635206 +1590,0.98,1.0,0.03860729,0.021444371 +1595,0.94,0.98,0.11438997,0.094472975 +1600,1.0,0.98,0.022351436,0.09146138 +1605,1.0,0.94,0.031576168,0.14519417 +1610,1.0,1.0,0.051647004,0.029534016 +1615,0.96,0.98,0.074961886,0.05289463 +1620,1.0,0.98,0.018132709,0.05320677 +1625,0.94,1.0,0.10751962,0.007870035 +1630,0.96,1.0,0.14425589,0.010731125 +1635,1.0,1.0,0.04430096,0.018396115 +1640,0.98,0.96,0.038938276,0.09882979 +1645,0.98,0.98,0.07132612,0.036815964 +1650,0.98,0.98,0.057862055,0.055466358 +1655,1.0,0.92,0.024841221,0.31803378 +1660,0.96,0.96,0.08085997,0.12590814 +1665,0.98,1.0,0.115376875,0.04974745 +1670,1.0,0.98,0.073741205,0.03882366 +1675,0.98,0.96,0.09277297,0.20155162 +1680,0.92,1.0,0.13756475,0.022567386 +1685,0.98,1.0,0.054175243,0.039696824 +1690,0.98,0.98,0.039817024,0.04421806 +1695,1.0,1.0,0.025487043,0.007851926 +1700,0.98,0.98,0.057412457,0.07896305 +1705,0.98,0.94,0.187118,0.1533969 +1710,0.96,0.96,0.12321203,0.07662531 +1715,0.98,1.0,0.07498664,0.029464731 +1720,1.0,0.98,0.0321582,0.074161075 +1725,0.96,1.0,0.064346924,0.022849284 +1730,0.96,1.0,0.0640039,0.018116122 +1735,0.96,1.0,0.10801369,0.04204953 +1740,0.96,0.98,0.11183272,0.08959144 +1745,1.0,0.98,0.036173105,0.057121787 +1750,0.96,0.98,0.10203454,0.040532652 +1755,1.0,0.96,0.033668984,0.1025427 +1760,0.96,0.98,0.17721535,0.030343046 +1765,1.0,0.98,0.018330213,0.04984221 +1770,1.0,0.98,0.020200323,0.11863263 +1775,1.0,1.0,0.04017581,0.025762718 +1780,0.96,0.98,0.07339659,0.057903107 +1785,1.0,0.96,0.02980914,0.054780517 +1790,0.96,0.92,0.11599536,0.20464979 +1795,0.96,0.96,0.10740964,0.0789705 +1800,0.98,0.96,0.075307816,0.07070668 +1805,0.94,1.0,0.18254988,0.05449341 +1810,0.96,0.98,0.099568,0.069375046 +1815,0.98,0.94,0.040647306,0.1484895 +1820,0.98,0.98,0.053301953,0.070189975 +1825,0.96,0.96,0.16781597,0.118104264 +1830,1.0,0.98,0.035690628,0.05207457 +1835,1.0,0.96,0.010341792,0.080504894 +1840,0.98,1.0,0.070235685,0.029257393 +1845,0.98,1.0,0.065656796,0.038068 +1850,0.96,1.0,0.09622349,0.026416311 +1855,0.96,0.96,0.099034764,0.07428786 +1860,0.94,0.98,0.1557762,0.108417235 +1865,1.0,0.96,0.017045395,0.11382877 +1870,0.94,1.0,0.15506208,0.024452057 +1875,0.98,1.0,0.051680155,0.020635018 +1880,0.98,0.98,0.100279115,0.045578618 +1885,1.0,1.0,0.029096356,0.025310501 +1890,1.0,0.98,0.033686284,0.05000101 +1895,0.98,0.98,0.074980594,0.0590955 +1900,0.94,1.0,0.25582945,0.030388324 +1905,0.98,0.96,0.102059394,0.08341177 +1910,0.98,0.98,0.10783216,0.10458351 +1915,0.98,1.0,0.06077351,0.008376942 +1920,0.98,1.0,0.077055685,0.04996392 +1925,0.92,0.98,0.15224624,0.03470044 +1930,0.96,0.96,0.09121908,0.09003294 +1935,0.98,0.98,0.0492342,0.039805654 +1940,0.98,1.0,0.11750414,0.018273063 +1945,0.98,0.98,0.061377496,0.06995635 +1950,1.0,1.0,0.019775024,0.03586193 +1955,0.98,0.96,0.055204798,0.1554368 +1960,0.96,0.98,0.10456021,0.046432115 +1965,0.98,1.0,0.06871428,0.06618487 +1970,1.0,0.98,0.005070855,0.03656638 +1975,0.94,0.98,0.16299917,0.08242962 +1980,1.0,1.0,0.05096083,0.013591037 +1985,1.0,0.98,0.012940892,0.03160042 +1990,0.98,0.98,0.05138961,0.031315193 +1995,1.0,0.96,0.027275257,0.071006045 +2000,1.0,1.0,0.07356379,0.0077292817 +2005,0.98,1.0,0.045723263,0.017268537 +2010,0.94,0.98,0.10990173,0.032703523 +2015,0.94,0.94,0.099592455,0.08421775 +2020,0.96,1.0,0.065531686,0.026164575 +2025,0.98,0.98,0.04861357,0.09394135 +2030,0.98,1.0,0.12144064,0.019501168 +2035,1.0,0.98,0.008916214,0.07636257 +2040,0.96,0.94,0.08499143,0.12507501 +2045,0.98,0.98,0.103199504,0.1565327 +2050,0.98,0.96,0.05756181,0.212106 +2055,1.0,0.98,0.019550791,0.047551602 +2060,0.98,1.0,0.07561803,0.059571534 +2065,1.0,0.98,0.032332513,0.12642692 +2070,1.0,0.96,0.045333687,0.06708262 +2075,1.0,1.0,0.014542873,0.016714912 +2080,0.98,0.98,0.04711247,0.11420559 +2085,0.96,0.96,0.06695012,0.057031937 +2090,1.0,0.98,0.037708417,0.045758843 +2095,1.0,0.9,0.025670748,0.28682238 +2100,1.0,0.96,0.034225892,0.065496534 +2105,0.98,1.0,0.13493033,0.049749948 +2110,0.96,1.0,0.07084371,0.05519101 +2115,1.0,0.98,0.02881022,0.10858242 +2120,0.98,0.98,0.068404414,0.06299657 +2125,0.98,0.98,0.065935306,0.08324694 +2130,0.98,0.96,0.13318416,0.11879585 +2135,0.98,0.98,0.06398731,0.03149388 +2140,0.96,1.0,0.093321666,0.019246047 +2145,0.98,0.98,0.0926952,0.047388423 +2150,1.0,0.98,0.010383422,0.16208033 +2155,0.96,0.96,0.1296988,0.06316846 +2160,1.0,0.98,0.0332027,0.10525003 +2165,1.0,0.98,0.042401295,0.037228636 +2170,0.98,0.92,0.058165215,0.1121994 +2175,0.98,0.96,0.0466767,0.061013255 +2180,0.96,0.92,0.06289586,0.2842063 +2185,0.96,0.98,0.0637546,0.086323984 +2190,0.98,0.96,0.09883183,0.09519779 +2195,0.98,0.94,0.101592325,0.1444327 +2200,0.96,0.98,0.067307785,0.14865887 +2205,0.94,1.0,0.25683787,0.01772086 +2210,0.98,1.0,0.085391864,0.021413684 +2215,1.0,1.0,0.025579255,0.026765442 +2220,0.98,1.0,0.034839038,0.01879837 +2225,1.0,0.98,0.027934493,0.056190368 +2230,1.0,0.98,0.029755987,0.039542705 +2235,0.98,0.98,0.039478768,0.10629181 +2240,0.98,0.96,0.09437146,0.15256089 +2245,1.0,0.96,0.018339723,0.12113087 +2250,0.96,0.96,0.14483303,0.13764708 +2255,1.0,0.98,0.03563995,0.047789995 +2260,1.0,0.98,0.023286443,0.064101905 +2265,1.0,0.96,0.03164717,0.11787426 +2270,0.98,0.94,0.10095256,0.10909033 +2275,0.98,0.98,0.088455305,0.03390937 +2280,0.98,1.0,0.042089563,0.024631286 +2285,0.96,0.96,0.09399757,0.11909761 +2290,0.96,0.96,0.058716394,0.07229032 +2295,0.98,0.98,0.075555146,0.26351506 +2300,1.0,0.98,0.022042263,0.05305817 +2305,0.98,0.98,0.037324272,0.021696594 +2310,1.0,0.96,0.0076277135,0.10217323 +2315,0.98,0.98,0.05382434,0.069491744 +2320,0.98,0.98,0.046407294,0.06328033 +2325,1.0,0.98,0.01696112,0.07361003 +2330,1.0,0.98,0.009768962,0.10942078 +2335,1.0,1.0,0.011521036,0.009773152 +2340,1.0,0.92,0.030032134,0.24495783 +2345,1.0,0.94,0.021079654,0.20101173 +2350,0.98,1.0,0.055642202,0.0092215575 +2355,1.0,0.98,0.022500968,0.06358113 +2360,0.98,0.98,0.058052197,0.060584143 +2365,0.96,0.96,0.10378484,0.08151397 +2370,0.96,0.96,0.18933018,0.05551391 +2375,0.98,1.0,0.07207034,0.029927 +2380,0.98,1.0,0.057462204,0.017239 +2385,0.96,0.98,0.06374683,0.061623316 +2390,0.96,1.0,0.123229526,0.049113933 +2395,0.96,0.96,0.073636115,0.09535083 +2400,0.96,0.94,0.17312579,0.17157944 +2405,1.0,0.98,0.017283808,0.11667122 +2410,1.0,1.0,0.03124278,0.013635911 +2415,0.98,0.96,0.047449857,0.08258486 +2420,0.98,0.94,0.06892764,0.13201678 +2425,1.0,0.94,0.055132315,0.193818 +2430,0.94,1.0,0.19447258,0.012858821 +2435,1.0,0.96,0.004217768,0.093442194 +2440,0.98,0.98,0.047999077,0.043482084 +2445,0.98,1.0,0.038869813,0.0213531 +2450,0.96,0.98,0.10097185,0.046161875 +2455,1.0,0.98,0.030074436,0.05130725 +2460,0.98,1.0,0.037556414,0.008219778 +2465,0.96,1.0,0.092416264,0.008952266 +2470,1.0,0.98,0.033657044,0.05184319 +2475,1.0,0.98,0.016627515,0.07689847 +2480,1.0,0.94,0.022637242,0.11338015 +2485,1.0,1.0,0.018758265,0.030994501 +2490,0.96,1.0,0.057299457,0.0082046995 +2495,0.98,1.0,0.0907593,0.013884783 +2500,1.0,0.98,0.03805477,0.088271104 +2505,1.0,1.0,0.006176086,0.020918572 +2510,0.98,1.0,0.085667074,0.04891895 +2515,0.96,1.0,0.052235886,0.029963827 +2520,1.0,0.94,0.019834597,0.16951254 +2525,1.0,0.96,0.018476136,0.10387836 +2530,1.0,1.0,0.024657536,0.008180323 +2535,1.0,1.0,0.01424979,0.02249084 +2540,0.98,0.94,0.060680494,0.15067701 +2545,1.0,0.96,0.021233547,0.10001448 +2550,1.0,0.98,0.0119629,0.057064444 +2555,0.98,0.96,0.0429018,0.14050405 +2560,1.0,0.98,0.022621445,0.051449627 +2565,1.0,1.0,0.022126961,0.02319807 +2570,1.0,1.0,0.019338606,0.024877 +2575,0.98,0.98,0.07036904,0.047793314 +2580,1.0,1.0,0.05761893,0.039189525 +2585,0.96,0.96,0.047460694,0.12357917 +2590,1.0,0.98,0.008479472,0.039609857 +2595,0.96,1.0,0.09365841,0.04522843 +2600,1.0,0.96,0.02041236,0.097101144 +2605,0.98,0.96,0.061136004,0.092852056 +2610,1.0,1.0,0.011416247,0.03348546 +2615,0.98,0.98,0.030401127,0.033153392 +2620,1.0,0.98,0.017241636,0.033335213 +2625,0.94,1.0,0.1467872,0.025927555 +2630,0.98,1.0,0.07769606,0.031418916 +2635,1.0,0.96,0.0081953835,0.11513363 +2640,0.98,0.96,0.07053214,0.11145768 +2645,1.0,1.0,0.011628946,0.028399045 +2650,1.0,1.0,0.037449706,0.02076887 +2655,0.98,1.0,0.03760968,0.0057799737 +2660,0.98,1.0,0.023065781,0.018102495 +2665,1.0,0.96,0.023498125,0.145936 +2670,1.0,0.96,0.017555721,0.06232022 +2675,0.98,0.98,0.037316803,0.049972005 +2680,0.96,0.96,0.14530843,0.105847284 +2685,1.0,0.94,0.047096357,0.11674276 +2690,0.94,1.0,0.23545483,0.015137501 +2695,1.0,1.0,0.015619011,0.014137277 +2700,1.0,0.98,0.011303285,0.032974612 +2705,0.98,1.0,0.08594034,0.008804733 +2710,0.96,0.98,0.07333095,0.056603316 +2715,0.98,0.98,0.050241623,0.091902144 +2720,1.0,1.0,0.0046019447,0.024029441 +2725,0.96,1.0,0.09640635,0.012760653 +2730,1.0,0.98,0.036944948,0.07308794 +2735,0.92,1.0,0.27070946,0.02512403 +2740,0.96,0.98,0.085604146,0.0877639 +2745,0.98,0.98,0.036518853,0.06833497 +2750,0.98,0.96,0.078746274,0.15941791 +2755,1.0,0.96,0.007858963,0.043482766 +2760,1.0,0.94,0.029638223,0.18974175 +2765,0.96,1.0,0.08293747,0.0026524954 +2770,1.0,1.0,0.049943037,0.008569783 +2775,0.98,1.0,0.07025202,0.017440168 +2780,0.98,0.96,0.038505517,0.17486396 +2785,1.0,0.94,0.01824157,0.095953055 +2790,0.96,0.96,0.050854445,0.123956464 +2795,1.0,0.94,0.0053206026,0.19667102 +2800,1.0,0.98,0.0125201605,0.17829509 +2805,1.0,1.0,0.0100417305,0.009225974 +2810,1.0,0.98,0.04361835,0.06925358 +2815,0.96,1.0,0.09238714,0.009847436 +2820,0.94,0.9,0.1341469,0.2652563 +2825,0.96,1.0,0.06757638,0.005077079 +2830,0.96,0.98,0.065283984,0.09845566 +2835,1.0,1.0,0.019414425,0.0030957547 +2840,0.98,0.98,0.085238025,0.03389174 +2845,1.0,0.96,0.03453438,0.09790059 +2850,1.0,0.98,0.017214933,0.09449158 +2855,0.98,0.96,0.09378603,0.05683441 +2860,0.98,0.96,0.041937757,0.09699264 +2865,0.98,1.0,0.055270616,0.011510022 +2870,1.0,0.98,0.016245052,0.06644386 +2875,0.96,1.0,0.09605306,0.018743366 +2880,0.98,0.98,0.0711839,0.11087553 +2885,1.0,0.98,0.015789835,0.070016876 +2890,0.98,1.0,0.054489832,0.008011414 +2895,0.98,1.0,0.1484924,0.020944249 +2900,0.96,1.0,0.05141591,0.019440308 +2905,1.0,1.0,0.010886741,0.009725833 +2910,0.96,0.98,0.061136864,0.07601687 +2915,0.94,0.98,0.12276417,0.03623056 +2920,1.0,0.98,0.04117814,0.045585852 +2925,0.98,1.0,0.05269996,0.009297798 +2930,0.98,0.98,0.063278794,0.06739377 +2935,1.0,0.98,0.0076805674,0.044661857 +2940,0.98,0.96,0.069798686,0.10897365 +2945,0.98,0.96,0.04534328,0.10911455 +2950,0.98,0.98,0.03158644,0.075179584 +2955,1.0,0.98,0.022507105,0.0994611 +2960,0.96,1.0,0.08805333,0.012046553 +2965,0.98,1.0,0.06299724,0.032221623 +2970,0.94,1.0,0.18178509,0.01970407 +2975,1.0,0.96,0.022030594,0.0993399 +2980,1.0,0.96,0.012391888,0.0663451 +2985,1.0,0.98,0.00594782,0.03659961 +2990,0.98,0.96,0.061037228,0.0742633 +2995,1.0,0.96,0.025984801,0.11671837 +3000,0.98,0.98,0.044721242,0.052569624 +3005,0.98,1.0,0.03441857,0.0089751985 +3010,1.0,0.96,0.00976295,0.05430604 +3015,0.96,0.98,0.11415246,0.034716494 +3020,0.98,1.0,0.069416195,0.026755145 +3025,0.98,0.98,0.037491765,0.057042688 +3030,0.98,1.0,0.033687256,0.016702706 +3035,0.98,0.96,0.08669861,0.106565006 +3040,0.96,1.0,0.1110671,0.011824901 +3045,0.98,1.0,0.061291218,0.044183694 +3050,0.98,0.96,0.041331585,0.10445486 +3055,0.98,0.98,0.04056377,0.0434595 +3060,0.98,0.96,0.033848137,0.14280957 +3065,0.92,0.98,0.2611856,0.042074908 +3070,1.0,0.98,0.011757901,0.042412557 +3075,0.98,1.0,0.042844262,0.059381466 +3080,0.98,1.0,0.07202529,0.003261692 +3085,1.0,0.98,0.0072629615,0.05746312 +3090,0.96,0.98,0.069521755,0.029564552 +3095,0.98,1.0,0.096316956,0.025475763 +3100,1.0,1.0,0.009938455,0.015329949 +3105,1.0,0.98,0.025641955,0.1538062 +3110,1.0,1.0,0.0031290946,0.008155703 +3115,0.98,0.96,0.037380625,0.05913248 +3120,0.98,0.92,0.06511433,0.25660866 +3125,1.0,0.98,0.012731649,0.024989458 +3130,0.98,1.0,0.06841712,0.008807597 +3135,0.98,0.98,0.035977036,0.06429502 +3140,0.96,0.98,0.09919367,0.037463214 +3145,0.96,0.96,0.08881689,0.05959201 +3150,1.0,0.94,0.006222567,0.2701095 +3155,0.96,1.0,0.082329184,0.0044266535 +3160,0.98,0.98,0.030254276,0.026117885 +3165,0.98,0.96,0.065588266,0.18879203 +3170,0.96,1.0,0.22016841,0.008904481 +3175,1.0,0.96,0.010943088,0.22328815 +3180,0.98,0.98,0.1055322,0.044088706 +3185,1.0,1.0,0.021405643,0.013498637 +3190,0.98,1.0,0.13158704,0.009199477 +3195,1.0,1.0,0.022971401,0.014239404 +3200,1.0,0.98,0.022407424,0.1259243 +3205,1.0,0.98,0.03565188,0.06373672 +3210,1.0,1.0,0.0122768665,0.00421147 +3215,1.0,0.94,0.011921137,0.14641722 +3220,1.0,0.96,0.012159794,0.11857591 +3225,0.98,0.96,0.11823843,0.11328646 +3230,0.98,1.0,0.028795922,0.015623675 +3235,0.98,0.98,0.040994402,0.05375573 +3240,1.0,0.98,0.010241742,0.05316433 +3245,0.96,1.0,0.17779282,0.021987729 +3250,0.98,1.0,0.09417116,0.010131451 +3255,0.98,1.0,0.05198421,0.021803668 +3260,1.0,0.98,0.005770837,0.058837164 +3265,0.98,0.98,0.031509522,0.049304675 +3270,1.0,1.0,0.008348558,0.02429416 +3275,1.0,0.98,0.007596608,0.038173765 +3280,1.0,1.0,0.0073646377,0.0044768834 +3285,0.96,0.98,0.17241688,0.024614267 +3290,0.98,0.96,0.032766458,0.12686731 +3295,1.0,1.0,0.009279007,0.044830818 +3300,1.0,1.0,0.0110030165,0.030216012 +3305,0.9,1.0,0.10581309,0.0069587175 +3310,0.98,0.98,0.04348512,0.09812161 +3315,1.0,1.0,0.018654881,0.021902587 +3320,0.98,1.0,0.09569814,0.01969051 +3325,1.0,1.0,0.00746232,0.008279054 +3330,1.0,0.98,0.009242663,0.13360803 +3335,0.98,0.98,0.042934317,0.029544206 +3340,1.0,0.96,0.016479423,0.13222907 +3345,0.98,0.94,0.044572875,0.120808706 +3350,0.98,0.98,0.04476038,0.039399523 +3355,1.0,0.98,0.041531477,0.043411072 +3360,0.98,0.98,0.030112972,0.022120383 +3365,0.96,1.0,0.09971012,0.010564298 +3370,1.0,0.98,0.010106985,0.05962867 +3375,0.94,1.0,0.19058052,0.020452239 +3380,0.98,1.0,0.08772435,0.0152078355 +3385,0.98,0.98,0.035459414,0.13458134 +3390,0.96,1.0,0.111156575,0.037740726 +3395,0.98,0.98,0.097274475,0.07658961 +3400,1.0,1.0,0.006965938,0.010444808 +3405,1.0,0.98,0.013504777,0.03627345 +3410,1.0,0.98,0.016022267,0.060379 +3415,1.0,0.98,0.023087459,0.05238691 +3420,0.98,1.0,0.033429038,0.031111268 +3425,1.0,1.0,0.010609913,0.0035520873 +3430,0.98,0.98,0.0447699,0.061547462 +3435,0.96,0.98,0.21768679,0.26309246 +3440,1.0,1.0,0.008174136,0.014197423 +3445,0.98,1.0,0.07475333,0.023197696 +3450,0.98,1.0,0.028146038,0.018859524 +3455,0.98,0.98,0.11498045,0.034897197 +3460,1.0,1.0,0.0058388896,0.002096933 +3465,1.0,0.98,0.0062405933,0.03718574 +3470,0.98,1.0,0.041839756,0.01665097 +3475,1.0,1.0,0.019633634,0.023902383 +3480,0.98,0.94,0.045863394,0.097603396 +3485,0.96,1.0,0.07077381,0.016840167 +3490,1.0,1.0,0.004357992,0.009152187 +3495,0.98,1.0,0.060007814,0.04715033 +3500,0.96,0.96,0.13525234,0.08515303 +3505,0.98,1.0,0.063582756,0.008656383 +3510,1.0,1.0,0.024610525,0.008825817 +3515,0.98,1.0,0.031055028,0.036869526 +3520,1.0,1.0,0.001020728,0.013286762 +3525,0.98,0.98,0.09023928,0.18489477 +3530,0.98,1.0,0.043099068,0.003976777 +3535,1.0,1.0,0.018417943,0.014968132 +3540,0.98,0.98,0.05281491,0.03951221 +3545,1.0,0.96,0.0033139617,0.064527124 +3550,0.98,1.0,0.051662803,0.021300556 +3555,1.0,1.0,0.014302038,0.023888892 +3560,0.98,0.96,0.062665194,0.08894685 +3565,1.0,1.0,0.009862601,0.018112112 +3570,1.0,0.94,0.016086219,0.10950068 +3575,0.98,1.0,0.046975918,0.013268864 +3580,1.0,0.96,0.013026755,0.060780656 +3585,1.0,0.98,0.009859144,0.04053865 +3590,0.96,0.96,0.1180381,0.10012052 +3595,1.0,0.98,0.023640608,0.045935255 +3600,1.0,1.0,0.026658947,0.002798638 +3605,1.0,0.98,0.008806568,0.07608088 +3610,0.98,0.98,0.101367034,0.053327866 +3615,0.96,1.0,0.058245726,0.0075473427 +3620,0.96,1.0,0.08291292,0.008472566 +3625,1.0,0.98,0.026909592,0.103061154 +3630,1.0,1.0,0.01775971,0.03857523 +3635,1.0,1.0,0.018551327,0.03254245 +3640,1.0,1.0,0.01467409,0.007766522 +3645,0.96,1.0,0.17581469,0.010370937 +3650,0.96,0.98,0.10886835,0.04808984 +3655,0.94,0.96,0.1967772,0.1720797 +3660,1.0,0.96,0.018417481,0.06789253 +3665,0.98,0.96,0.03363615,0.12312149 +3670,1.0,1.0,0.02456005,0.012796322 +3675,0.98,0.98,0.061924826,0.060564175 +3680,0.96,0.96,0.17415954,0.078306645 +3685,0.98,0.98,0.05083297,0.036771227 +3690,1.0,0.94,0.01569173,0.10725845 +3695,0.98,1.0,0.044235557,0.010566804 +3700,0.98,0.98,0.036250338,0.029386291 +3705,1.0,1.0,0.016723836,0.0053134426 +3710,0.98,1.0,0.113817394,0.0225866 +3715,0.98,0.96,0.09428423,0.06613792 +3720,1.0,1.0,0.024574673,0.00468212 +3725,0.92,1.0,0.21268184,0.018755494 +3730,0.98,1.0,0.06418358,0.039971083 +3735,1.0,1.0,0.0404385,0.00837757 +3740,0.98,1.0,0.06338359,0.031444665 +3745,0.98,0.98,0.103297085,0.036387347 +3750,1.0,0.98,0.0049718986,0.11311263 +3755,0.98,1.0,0.052953247,0.0124747995 +3760,1.0,1.0,0.022515243,0.019856356 +3765,1.0,0.94,0.027053898,0.24201317 +3770,0.98,0.96,0.03229081,0.13172124 +3775,0.98,0.98,0.09802046,0.13761324 +3780,1.0,0.98,0.006371654,0.06347212 +3785,1.0,1.0,0.014228077,0.042263802 +3790,1.0,0.96,0.010953699,0.1206193 +3795,1.0,1.0,0.018167183,0.0028988658 +3800,1.0,0.98,0.00840544,0.036761187 +3805,1.0,0.98,0.0036363387,0.043945976 +3810,0.96,0.98,0.071988896,0.059817888 +3815,1.0,0.98,0.028404918,0.024655657 +3820,1.0,1.0,0.022249136,0.010594446 +3825,0.96,1.0,0.093574926,0.014844655 +3830,0.98,1.0,0.11117731,0.017845362 +3835,1.0,1.0,0.0044096224,0.009162474 +3840,1.0,1.0,0.0039228625,0.01118064 +3845,0.98,0.94,0.040217876,0.27602586 +3850,0.98,1.0,0.0951519,0.012747159 +3855,0.98,0.96,0.07810932,0.10483059 +3860,1.0,0.98,0.0066289646,0.060796965 +3865,1.0,0.96,0.012413933,0.09954988 +3870,0.96,1.0,0.13905746,0.0037805312 +3875,0.98,0.98,0.043422014,0.052702047 +3880,0.98,1.0,0.049149033,0.020122526 +3885,1.0,0.96,0.011128512,0.13795729 +3890,0.98,0.98,0.052066084,0.07980654 +3895,1.0,0.98,0.019621775,0.03363106 +3900,1.0,0.98,0.0474191,0.13740614 +3905,1.0,0.98,0.0112012075,0.034628373 +3910,0.98,0.98,0.042026192,0.056646176 +3915,1.0,1.0,0.029537415,0.0062513985 +3920,1.0,1.0,0.03660965,0.0082629295 +3925,0.96,0.98,0.16750488,0.09444222 +3930,1.0,1.0,0.013228557,0.009086243 +3935,1.0,0.98,0.017075153,0.04829884 +3940,1.0,0.98,0.01952031,0.046133656 +3945,0.96,0.98,0.084864445,0.09317548 +3950,1.0,1.0,0.0055421437,0.018360188 +3955,0.98,0.98,0.043770403,0.0568401 +3960,1.0,0.96,0.02075746,0.09063956 +3965,0.96,0.94,0.13297294,0.13613114 +3970,0.98,0.96,0.09351737,0.110853 +3975,1.0,0.96,0.014016386,0.060192637 +3980,0.98,0.98,0.047993757,0.06051595 +3985,1.0,1.0,0.012126705,0.01375069 +3990,0.98,1.0,0.02433573,0.018422691 +3995,0.96,1.0,0.06455257,0.014951106 +4000,1.0,1.0,0.0031212554,0.025397012 +4005,0.96,0.98,0.08261301,0.05751135 +4010,1.0,0.98,0.018311847,0.040026065 +4015,0.98,1.0,0.039928224,0.019578796 +4020,1.0,0.98,0.024004705,0.07852979 +4025,1.0,0.96,0.01198427,0.11246619 +4030,1.0,1.0,0.011896237,0.008096278 +4035,0.98,1.0,0.043502286,0.013683437 +4040,1.0,1.0,0.046566945,0.016791113 +4045,1.0,0.98,0.028508902,0.04821893 +4050,1.0,1.0,0.016354287,0.00337534 +4055,1.0,0.96,0.010341172,0.20661925 +4060,1.0,0.98,0.0054713907,0.106080316 +4065,1.0,1.0,0.0059650987,0.0051727737 +4070,1.0,0.98,0.014122055,0.04744823 +4075,1.0,1.0,0.040868416,0.010535003 +4080,1.0,0.98,0.011745113,0.17761263 +4085,0.96,0.98,0.086638905,0.12955676 +4090,1.0,0.98,0.0177626,0.07322816 +4095,1.0,1.0,0.03510175,0.03282838 +4100,0.98,1.0,0.037626103,0.015047014 +4105,0.96,0.98,0.12514378,0.03166727 +4110,0.98,0.98,0.029905558,0.103551045 +4115,1.0,0.98,0.028543636,0.05541235 +4120,0.98,1.0,0.09199964,0.006661836 +4125,1.0,1.0,0.016195098,0.012928699 +4130,0.98,0.98,0.029989777,0.06335509 +4135,1.0,0.98,0.010134306,0.05157289 +4140,1.0,0.96,0.004814652,0.07685279 +4145,1.0,1.0,0.002343034,0.007095897 +4150,1.0,0.96,0.016003637,0.10401476 +4155,1.0,1.0,0.024362361,0.0028914073 +4160,1.0,0.98,0.02748017,0.048487864 +4165,0.98,1.0,0.08715724,0.022884142 +4170,0.98,0.96,0.13168064,0.09119316 +4175,0.94,0.96,0.12331577,0.044788707 +4180,1.0,1.0,0.017052334,0.0063592857 +4185,1.0,1.0,0.014234547,0.023341468 +4190,0.98,0.98,0.068057485,0.06507219 +4195,0.96,1.0,0.14002985,0.015693555 +4200,1.0,0.98,0.01084046,0.069097765 +4205,1.0,0.94,0.030799728,0.20493616 +4210,0.96,1.0,0.06747009,0.018864183 +4215,0.98,1.0,0.027648374,0.0153883705 +4220,1.0,1.0,0.008959103,0.0042699487 +4225,1.0,1.0,0.024780527,0.009054122 +4230,0.98,1.0,0.07796288,0.0018290586 +4235,0.98,0.96,0.041343875,0.057388578 +4240,1.0,1.0,0.016693177,0.009806657 +4245,0.96,1.0,0.084980145,0.01200084 +4250,0.98,1.0,0.058700252,0.01421708 +4255,1.0,0.98,0.023554197,0.14855754 +4260,0.98,0.96,0.110060416,0.07257558 +4265,1.0,0.96,0.029698754,0.11769813 +4270,0.94,0.96,0.17414215,0.09243097 +4275,1.0,0.98,0.010703897,0.029395906 +4280,0.96,1.0,0.059921082,0.0016665774 +4285,1.0,0.98,0.014586239,0.047676135 +4290,0.98,1.0,0.041359965,0.012027213 +4295,1.0,1.0,0.0075914506,0.023730723 +4300,1.0,1.0,0.011405294,0.003197704 +4305,0.96,1.0,0.03992023,0.009025581 +4310,1.0,0.96,0.009357266,0.06623914 +4315,0.98,1.0,0.0634562,0.022877676 +4320,1.0,1.0,0.010949283,0.004464697 +4325,1.0,1.0,0.024580494,0.01493582 +4330,0.96,0.98,0.09831276,0.027630638 +4335,1.0,1.0,0.03029698,0.0042290823 +4340,0.98,0.98,0.019126467,0.033518072 +4345,1.0,1.0,0.006546027,0.023565616 +4350,0.98,0.98,0.05775058,0.057252523 +4355,1.0,1.0,0.014339912,0.018055595 +4360,1.0,1.0,0.008728203,0.029679812 +4365,1.0,1.0,0.0040409476,0.025521548 +4370,0.98,1.0,0.029729657,0.024649201 +4375,1.0,0.98,0.037324585,0.041301094 +4380,0.98,1.0,0.021358157,0.005457964 +4385,1.0,1.0,0.005182883,0.019262107 +4390,0.98,1.0,0.04476826,0.010750318 +4395,1.0,1.0,0.03343155,0.024649821 +4400,1.0,1.0,0.014936533,0.0072811698 +4405,1.0,0.94,0.0015850358,0.26441884 +4410,1.0,1.0,0.011652422,0.03285234 +4415,1.0,0.98,0.018833036,0.04427648 +4420,0.98,0.96,0.04131043,0.062640645 +4425,1.0,1.0,0.0065120603,0.025090508 +4430,1.0,0.96,0.013247316,0.057493135 +4435,1.0,1.0,0.0142316315,0.010930171 +4440,0.96,1.0,0.0779651,0.012345242 +4445,1.0,0.96,0.028736304,0.07794509 +4450,1.0,0.98,0.015637618,0.031655632 +4455,1.0,0.98,0.025322275,0.06313405 +4460,1.0,1.0,0.011063717,0.006215194 +4465,0.98,0.96,0.08502868,0.10809007 +4470,1.0,1.0,0.0056208307,0.012460765 +4475,1.0,1.0,0.0020297328,0.023816567 +4480,0.98,0.94,0.02827395,0.079614766 +4485,0.98,1.0,0.019984221,0.010488805 +4490,0.98,0.98,0.024196915,0.10475001 +4495,0.98,0.98,0.039729975,0.024111884 +4500,1.0,0.98,0.002254998,0.03773159 +4505,0.98,1.0,0.031658374,0.017909985 +4510,0.98,1.0,0.022664724,0.0149300005 +4515,0.98,1.0,0.07414532,0.017634334 +4520,1.0,0.96,0.0021389022,0.041150197 +4525,0.94,1.0,0.11162901,0.03114134 +4530,0.96,0.98,0.048834886,0.016580686 +4535,1.0,1.0,0.026979728,0.016213194 +4540,1.0,1.0,0.009579059,0.020108694 +4545,1.0,1.0,0.010536749,0.007902898 +4550,1.0,0.98,0.0031446046,0.057990648 +4555,0.96,1.0,0.07446546,0.00643983 +4560,1.0,0.94,0.0025759428,0.18401992 +4565,1.0,0.98,0.01426831,0.09624593 +4570,1.0,0.98,0.019507406,0.07260695 +4575,1.0,0.98,0.025826894,0.083996385 +4580,0.96,0.98,0.07136814,0.05395978 +4585,0.98,1.0,0.14374043,0.02281027 +4590,1.0,1.0,0.0031761588,0.016444836 +4595,0.96,1.0,0.102792636,0.0009926419 +4600,0.98,1.0,0.034939073,0.00330493 +4605,1.0,0.98,0.015781889,0.03323712 +4610,1.0,1.0,0.0053821625,0.0066717984 +4615,1.0,0.98,0.015117641,0.06670898 +4620,0.98,1.0,0.065370485,0.023298588 +4625,1.0,1.0,0.023470774,0.007919546 +4630,0.98,0.96,0.0476926,0.104936115 +4635,1.0,0.96,0.00067771197,0.19207124 +4640,1.0,0.96,0.0076842415,0.1221179 +4645,1.0,0.98,0.0020121206,0.04246913 +4650,1.0,0.96,0.013273551,0.09136694 +4655,0.98,0.98,0.043146122,0.02466308 +4660,1.0,0.96,0.001704723,0.03528679 +4665,0.98,1.0,0.0408639,0.006707417 +4670,1.0,0.98,0.033609375,0.02938038 +4675,1.0,1.0,0.012412075,0.0087987 +4680,0.98,0.98,0.080037504,0.030678537 +4685,1.0,0.98,0.01057785,0.08266422 +4690,1.0,1.0,0.001467636,0.0016588053 +4695,0.98,1.0,0.026720433,0.008354325 +4700,1.0,0.96,0.0032973809,0.12686339 +4705,1.0,1.0,0.015123224,0.008989535 +4710,1.0,1.0,0.0069220364,0.012719951 +4715,1.0,0.96,0.020694487,0.36615068 +4720,1.0,1.0,0.020313805,0.002507837 +4725,0.96,1.0,0.06418798,0.016630609 +4730,1.0,1.0,0.0044819545,0.025296444 +4735,0.96,1.0,0.07494329,0.00064959074 +4740,1.0,1.0,0.004980755,0.0022063667 +4745,0.98,1.0,0.04022494,0.0039817197 +4750,1.0,1.0,0.0059743645,0.009950074 +4755,1.0,0.98,0.02075333,0.044484 +4760,1.0,0.98,0.008163597,0.08766172 +4765,1.0,1.0,0.017253315,0.015689034 +4770,1.0,1.0,0.0032298875,0.010996068 +4775,1.0,1.0,0.0069571733,0.006041782 +4780,1.0,1.0,0.0182602,0.008107066 +4785,1.0,1.0,0.025241919,0.015871448 +4790,1.0,1.0,0.004693742,0.014955593 +4795,1.0,0.98,0.02509311,0.042312402 +4800,1.0,0.96,0.013395685,0.07194898 +4805,0.98,0.98,0.037774652,0.025718777 +4810,1.0,1.0,0.006935088,0.004226246 +4815,0.96,0.98,0.12686296,0.04887882 +4820,0.98,1.0,0.03126529,0.0023126642 +4825,1.0,0.98,0.020157494,0.026853602 +4830,0.92,0.94,0.146102,0.21222344 +4835,1.0,1.0,0.0073868795,0.0007669891 +4840,1.0,1.0,0.01286123,0.033682633 +4845,1.0,0.96,0.013265175,0.10463807 +4850,0.98,0.98,0.021956189,0.043089665 +4855,1.0,0.98,0.03401392,0.09290181 +4860,0.96,0.98,0.050410595,0.039368704 +4865,1.0,1.0,0.015901124,0.017229525 +4870,1.0,1.0,0.0029030389,0.0027824226 +4875,1.0,1.0,0.016531423,0.0161226 +4880,0.98,0.98,0.039332576,0.05757209 +4885,0.96,0.96,0.06464677,0.08522453 +4890,0.98,0.98,0.054651782,0.04071649 +4895,0.96,0.94,0.13925499,0.24871472 +4900,1.0,1.0,0.015486603,0.011817069 +4905,0.96,1.0,0.10416422,0.007001792 +4910,0.98,1.0,0.02305559,0.005104825 +4915,0.98,0.98,0.019445308,0.038578957 +4920,1.0,0.98,0.008756684,0.06488988 +4925,0.98,0.98,0.022409914,0.04541123 +4930,1.0,1.0,0.015864901,0.0084512755 +4935,0.96,1.0,0.061416797,0.011093137 +4940,1.0,0.96,0.007998395,0.21945947 +4945,1.0,1.0,0.012485267,0.027504105 +4950,1.0,0.98,0.03564211,0.049503297 +4955,1.0,1.0,0.01055162,0.0031296986 +4960,0.98,0.98,0.031817842,0.027008472 +4965,1.0,0.98,0.0023989643,0.18555439 +4970,1.0,1.0,0.009367518,0.0030960252 +4975,0.98,0.96,0.072612986,0.17406884 +4980,0.98,1.0,0.031623267,0.0072417106 +4985,0.98,0.98,0.15839344,0.13749644 +4990,0.98,0.98,0.041277684,0.09409053 +4995,0.98,1.0,0.032618105,0.0049976637 +5000,1.0,1.0,0.009098393,0.029772222 +5005,1.0,1.0,0.0057938276,0.0016274144 +5010,0.98,1.0,0.032849528,0.0027724346 +5015,1.0,1.0,0.013790166,0.014169381 +5020,0.96,0.98,0.061819028,0.047985192 +5025,1.0,1.0,0.023093527,0.010538783 +5030,1.0,1.0,0.012653458,0.007826551 +5035,1.0,0.98,0.0061510927,0.04835095 +5040,1.0,0.96,0.01166852,0.12426199 +5045,1.0,1.0,0.0047462597,0.0060667004 +5050,0.98,0.98,0.08956224,0.04998228 +5055,1.0,0.96,0.01828623,0.13702993 +5060,0.98,1.0,0.07097264,0.0022303981 +5065,1.0,1.0,0.03743629,0.004943063 +5070,0.98,1.0,0.056189254,0.017466858 +5075,0.98,0.94,0.047542073,0.13720267 +5080,1.0,1.0,0.004618752,0.0046727248 +5085,1.0,0.98,0.001374636,0.085357316 +5090,1.0,0.98,0.01553668,0.07673646 +5095,1.0,1.0,0.014972532,0.0039030516 +5100,1.0,1.0,0.009900628,0.002997609 +5105,0.98,1.0,0.06575809,0.016176816 +5110,0.98,0.96,0.040438995,0.07412687 +5115,0.96,0.98,0.055167217,0.04138578 +5120,1.0,0.98,0.004024953,0.098387815 +5125,1.0,1.0,0.007327588,0.0024596946 +5130,1.0,1.0,0.008399695,0.009365688 +5135,0.98,0.98,0.09786499,0.03410956 +5140,0.98,1.0,0.027647316,0.011660675 +5145,1.0,0.98,0.01182718,0.0375217 +5150,1.0,1.0,0.008079377,0.023457184 +5155,0.98,1.0,0.025535274,0.004148686 +5160,1.0,1.0,0.03090049,0.005283294 +5165,0.98,0.96,0.03470814,0.103382915 +5170,1.0,1.0,0.019942652,0.025235714 +5175,1.0,0.98,0.011587164,0.042323183 +5180,1.0,0.94,0.0049652196,0.15176925 +5185,0.98,1.0,0.106111586,0.005380149 +5190,1.0,1.0,0.0184601,0.0013268504 +5195,1.0,0.98,0.0052293073,0.13739417 +5200,1.0,1.0,0.006921823,0.01225106 +5205,1.0,1.0,0.01194525,0.01354811 +5210,0.98,1.0,0.025869824,0.013637802 +5215,0.98,1.0,0.054289192,0.008048215 +5220,0.98,0.98,0.16864601,0.05521226 +5225,0.94,1.0,0.17557003,0.014557982 +5230,1.0,1.0,0.0115449205,0.007984618 +5235,1.0,0.98,0.008077786,0.03730525 +5240,1.0,1.0,0.004837526,0.016395232 +5245,0.98,1.0,0.029629057,0.010992285 +5250,1.0,1.0,0.013446301,0.009728913 +5255,0.96,1.0,0.1985928,0.005072472 +5260,1.0,1.0,0.007894949,0.005610343 +5265,1.0,1.0,0.024663132,0.015020044 +5270,0.98,0.98,0.03996346,0.06614487 +5275,1.0,0.98,0.03135649,0.046996385 +5280,1.0,1.0,0.016039705,0.020432934 +5285,1.0,1.0,0.051304176,0.008089858 +5290,1.0,0.94,0.012039461,0.15239574 +5295,1.0,0.98,0.0025144732,0.02026494 +5300,0.96,1.0,0.076639354,0.021250224 +5305,1.0,0.98,0.026493687,0.04632309 +5310,0.98,1.0,0.064471,0.0027721704 +5315,1.0,1.0,0.01889556,0.0016244304 +5320,1.0,0.98,0.013855934,0.09340399 +5325,0.98,1.0,0.02610664,0.01311309 +5330,1.0,1.0,0.018749172,0.02866334 +5335,1.0,0.94,0.0118218195,0.1689613 +5340,0.96,1.0,0.07009083,0.009348074 +5345,1.0,0.98,0.0067916047,0.021394148 +5350,0.96,0.98,0.12340191,0.03362045 +5355,1.0,1.0,0.011246282,0.0043577855 +5360,0.98,1.0,0.135145,0.0035234678 +5365,0.98,1.0,0.042561647,0.0055798935 +5370,1.0,1.0,0.013294914,0.016059859 +5375,0.96,1.0,0.11264994,0.0065481816 +5380,0.98,0.98,0.08036627,0.02246689 +5385,0.98,0.98,0.023809876,0.05844516 +5390,1.0,1.0,0.012238928,0.009579358 +5395,0.98,1.0,0.03084142,0.027351098 +5400,1.0,1.0,0.007082447,0.019808393 +5405,0.96,0.98,0.07159285,0.06300366 +5410,0.94,0.96,0.11855709,0.103907146 +5415,1.0,1.0,0.0076363743,0.021251392 +5420,0.98,1.0,0.030076846,0.010414346 +5425,0.98,0.98,0.031558245,0.036770746 +5430,0.98,1.0,0.035820827,0.008008169 +5435,1.0,1.0,0.037223812,0.0034903146 +5440,1.0,0.98,0.008306933,0.023580277 +5445,1.0,1.0,0.00938223,0.015868805 +5450,0.96,1.0,0.0636154,0.018362377 +5455,1.0,0.98,0.006324278,0.0320308 +5460,1.0,1.0,0.013055983,0.009042162 +5465,1.0,1.0,0.009095534,0.0053761373 +5470,1.0,1.0,0.005987342,0.044491462 +5475,1.0,1.0,0.009142545,0.0040945467 +5480,1.0,1.0,0.008624929,0.010647129 +5485,1.0,0.94,0.005221752,0.16006939 +5490,0.96,1.0,0.054288626,0.022947624 +5495,1.0,1.0,0.0063403756,0.004986061 +5500,1.0,1.0,0.0148982825,0.0065310476 +5505,0.98,0.98,0.035394564,0.08095142 +5510,0.98,0.96,0.039319314,0.13514929 +5515,0.98,1.0,0.050993904,0.0037916964 +5520,1.0,1.0,0.00640645,0.010062192 +5525,1.0,1.0,0.001812589,0.0010312478 +5530,1.0,1.0,0.014499728,0.034295086 +5535,1.0,0.98,0.0029624272,0.12405791 +5540,1.0,0.96,0.005924795,0.109835595 +5545,0.96,0.98,0.5496358,0.031250656 +5550,0.98,1.0,0.104170434,0.019073706 +5555,0.98,1.0,0.044737577,0.0010903545 +5560,0.98,1.0,0.067928955,0.0027650846 +5565,1.0,0.98,0.038487583,0.028240154 +5570,1.0,1.0,0.011132509,0.0074555874 +5575,0.98,1.0,0.028526312,0.018398978 +5580,0.96,0.96,0.089459695,0.109239615 +5585,1.0,1.0,0.03047038,0.003728343 +5590,1.0,0.96,0.0020303933,0.06720864 +5595,1.0,0.94,0.0031521753,0.13924076 +5600,1.0,0.98,0.007137427,0.061345827 +5605,1.0,1.0,0.006641381,0.0035104079 +5610,1.0,0.98,0.019091122,0.06268424 +5615,1.0,1.0,0.0031255323,0.018403953 +5620,0.98,1.0,0.15620023,0.0041411044 +5625,1.0,0.98,0.009641726,0.03959278 +5630,1.0,1.0,0.009473527,0.0044544875 +5635,0.96,0.98,0.05255462,0.063413866 +5640,1.0,1.0,0.0038012816,0.0046782987 +5645,1.0,1.0,0.009004998,0.01250937 +5650,1.0,0.98,0.01661665,0.047094997 +5655,1.0,1.0,0.01046887,0.00933104 +5660,1.0,1.0,0.0020096344,0.0122082615 +5665,0.96,1.0,0.1043427,0.011768121 +5670,1.0,1.0,0.023083525,0.006734639 +5675,1.0,0.96,0.014767433,0.08298097 +5680,0.98,0.98,0.07114779,0.06609964 +5685,1.0,1.0,0.00302415,0.012673885 +5690,1.0,1.0,0.00331501,0.02366095 +5695,0.96,0.98,0.059869308,0.05206195 +5700,1.0,1.0,0.031219497,0.00664002 +5705,1.0,0.98,0.022710659,0.05043025 +5710,1.0,1.0,0.02050725,0.017147887 +5715,0.96,1.0,0.05909405,0.012437877 +5720,1.0,1.0,0.0072712856,0.00844817 +5725,1.0,1.0,0.005394616,0.005465512 +5730,1.0,1.0,0.012473256,0.021492258 +5735,0.98,0.98,0.030752057,0.05217704 +5740,0.96,1.0,0.046198472,0.003034316 +5745,0.98,0.98,0.07714436,0.034678712 +5750,1.0,1.0,0.0030393358,0.0020323643 +5755,1.0,0.96,0.0029890484,0.065479144 +5760,0.98,1.0,0.028729906,0.016796352 +5765,1.0,0.96,0.009029417,0.08690444 +5770,1.0,0.98,0.0138048865,0.03147677 +5775,1.0,0.98,0.0046524433,0.047208644 +5780,0.98,1.0,0.040718235,0.0011188679 +5785,0.96,0.98,0.09199956,0.02655897 +5790,1.0,0.98,0.031506933,0.06217649 +5795,1.0,0.98,0.010683081,0.03005715 +5800,1.0,0.98,0.0049411776,0.06596806 +5805,1.0,1.0,0.011263465,0.011413434 +5810,1.0,1.0,0.006090586,0.0033776024 +5815,1.0,1.0,0.015913,0.0032327762 +5820,1.0,1.0,0.0028816443,0.0022343097 +5825,1.0,0.98,0.0033777135,0.08036316 +5830,0.96,1.0,0.05542409,0.030188654 +5835,1.0,1.0,0.009417407,0.0072841104 +5840,1.0,0.98,0.009861645,0.022404058 +5845,1.0,1.0,0.014465873,0.0065388824 +5850,1.0,0.96,0.0069147674,0.07133942 +5855,0.98,1.0,0.025515512,0.006274275 +5860,1.0,1.0,0.007855802,0.015391894 +5865,1.0,1.0,0.017653497,0.012919576 +5870,0.98,0.98,0.1254137,0.13008139 +5875,1.0,0.98,0.005208377,0.03246515 +5880,1.0,0.98,0.001780824,0.12869401 +5885,1.0,1.0,0.013175929,0.0119947875 +5890,1.0,1.0,0.013127707,0.0037418543 +5895,0.96,0.96,0.16827488,0.1018866 +5900,1.0,1.0,0.0053260163,0.007471609 +5905,1.0,1.0,0.02249185,0.0069425874 +5910,1.0,1.0,0.007916021,0.0014743112 +5915,0.98,1.0,0.083566904,0.010366432 +5920,1.0,1.0,0.0029588062,0.007434309 +5925,1.0,0.98,0.002940051,0.041949373 +5930,1.0,0.98,0.0025897222,0.05636914 +5935,1.0,0.98,0.012505337,0.0840529 +5940,0.98,1.0,0.0953197,0.004977493 +5945,0.98,0.98,0.050407756,0.021354813 +5950,0.98,1.0,0.049908563,0.010081624 +5955,1.0,0.98,0.01209517,0.19266365 +5960,1.0,0.98,0.003335554,0.06322897 +5965,1.0,1.0,0.012387181,0.004060233 +5970,1.0,0.94,0.00039894253,0.1783664 +5975,0.96,0.98,0.057132144,0.023804143 +5980,1.0,1.0,0.0044504674,0.0129224155 +5985,0.98,1.0,0.019922353,0.002456327 +5990,1.0,1.0,0.0029778692,0.02025221 +5995,1.0,0.98,0.0008783095,0.04066436 +6000,1.0,0.96,0.01411953,0.053355716 +6005,1.0,0.96,0.00763318,0.29300505 +6010,0.98,1.0,0.11000099,0.0031165543 +6015,0.98,0.98,0.06976099,0.036055584 +6020,1.0,1.0,0.005570262,0.0168515 +6025,0.98,1.0,0.10154329,0.0060128868 +6030,1.0,1.0,0.006535175,0.015270809 +6035,0.98,0.98,0.025440656,0.023090636 +6040,1.0,0.98,0.00041981385,0.090193406 +6045,1.0,0.98,0.017420508,0.04173444 +6050,1.0,1.0,0.012211802,0.0118837925 +6055,1.0,0.98,0.011738705,0.03087887 +6060,1.0,0.98,0.02399108,0.055663228 +6065,1.0,1.0,0.00946097,0.015741238 +6070,1.0,0.96,0.009017213,0.06263698 +6075,1.0,1.0,0.012941339,0.003179713 +6080,1.0,0.98,0.011613798,0.030207586 +6085,1.0,0.98,0.0017590174,0.07196628 +6090,1.0,0.98,0.015198235,0.06140392 +6095,1.0,1.0,0.0030511136,0.01179318 +6100,0.98,0.98,0.1127399,0.06267496 +6105,0.96,1.0,0.059620656,0.0073610223 +6110,1.0,0.98,0.01818578,0.019642737 +6115,0.98,1.0,0.09919889,0.0034253716 +6120,1.0,1.0,0.0028298271,0.027087511 +6125,0.96,1.0,0.050428685,0.0005180258 +6130,1.0,1.0,0.0012924069,0.037386063 +6135,1.0,1.0,0.009627883,0.012448583 +6140,1.0,0.98,0.001497151,0.0778051 +6145,1.0,0.94,0.003967697,0.18063337 +6150,1.0,1.0,0.019087339,0.005986755 +6155,1.0,1.0,0.01077238,0.008838075 +6160,1.0,1.0,0.0019109729,0.0065735136 +6165,0.98,0.98,0.023641331,0.028658848 +6170,0.98,0.98,0.05222476,0.05671484 +6175,0.98,1.0,0.036207628,0.012539083 +6180,0.94,1.0,0.21863264,0.0062972726 +6185,0.96,1.0,0.057060257,0.013890762 +6190,1.0,1.0,0.011889589,0.0048643947 +6195,0.98,1.0,0.06808302,0.0141645 +6200,0.98,1.0,0.067180775,0.007390132 +6205,1.0,1.0,0.030385874,0.0039928225 +6210,0.96,1.0,0.098263286,0.010227364 +6215,1.0,0.98,0.013799025,0.030221581 +6220,0.96,1.0,0.17228425,0.012273938 +6225,0.98,0.98,0.05524223,0.049360763 +6230,1.0,1.0,0.030919937,0.021767665 +6235,1.0,1.0,0.0027296192,0.0046255346 +6240,1.0,1.0,0.00943143,0.005458833 +6245,1.0,0.96,0.0028950316,0.06984019 +6250,1.0,1.0,0.0013970343,0.002702692 +6255,1.0,1.0,0.005991783,0.004802503 +6260,0.98,0.96,0.05257251,0.087995574 +6265,1.0,0.96,0.011735601,0.103267424 +6270,1.0,1.0,0.002667563,0.012427884 +6275,1.0,0.98,0.0147402575,0.086931765 +6280,0.98,1.0,0.027779773,0.024160564 +6285,1.0,1.0,0.015063699,0.0025516017 +6290,1.0,0.98,0.004839794,0.060003877 +6295,0.98,0.98,0.021727828,0.064795755 +6300,1.0,0.98,0.016877625,0.034915745 +6305,1.0,0.98,0.0025850406,0.08981231 +6310,0.98,1.0,0.09288781,0.02780183 +6315,1.0,1.0,0.0034989133,0.0048431875 +6320,1.0,0.98,0.0039099837,0.025897067 +6325,0.98,0.96,0.030208062,0.058894057 +6330,1.0,0.98,0.01808961,0.09563842 +6335,1.0,1.0,0.0043047993,0.0013325358 +6340,1.0,0.98,0.0019053635,0.05183688 +6345,1.0,0.96,0.017955676,0.06683564 +6350,0.98,0.98,0.023781898,0.19707592 +6355,1.0,0.96,0.0016166285,0.042408574 +6360,0.98,0.98,0.036298733,0.08691654 +6365,1.0,0.98,0.017600901,0.14023347 +6370,0.96,0.98,0.06578114,0.04061474 +6375,1.0,0.98,0.0039338483,0.086132824 +6380,1.0,1.0,0.021195618,0.0011524442 +6385,1.0,1.0,0.03147822,0.01431077 +6390,0.96,0.98,0.15949242,0.08893285 +6395,1.0,0.98,0.0033689055,0.02046826 +6400,0.98,1.0,0.07631249,0.0010380417 +6405,1.0,1.0,0.011585718,0.0052758846 +6410,1.0,0.94,0.021562187,0.17451894 +6415,0.98,0.98,0.036727894,0.043684945 +6420,1.0,0.98,0.0026086015,0.12792146 +6425,0.98,1.0,0.023468604,0.023542104 +6430,1.0,0.98,0.01812799,0.13405152 +6435,1.0,1.0,0.005463593,0.0075563616 +6440,0.98,1.0,0.03256977,0.030111441 +6445,1.0,1.0,0.01643033,0.005740326 +6450,1.0,1.0,0.011493267,0.009908101 +6455,1.0,1.0,0.02313365,0.003072024 +6460,0.98,1.0,0.03765116,0.01789804 +6465,0.98,1.0,0.04754932,0.015282558 +6470,1.0,1.0,0.005195314,0.0057978947 +6475,0.98,1.0,0.0816198,0.011308488 +6480,1.0,0.98,0.0022554942,0.033470124 +6485,1.0,0.98,0.0032081008,0.10016735 +6490,0.98,1.0,0.03574859,0.002738459 +6495,1.0,0.98,0.0076505993,0.046478584 +6500,1.0,0.98,0.0051233554,0.026924687 +6505,1.0,1.0,0.0017633298,0.0024825926 +6510,0.98,0.98,0.054457687,0.038492247 +6515,0.98,0.94,0.02683899,0.13376173 +6520,0.98,1.0,0.061126415,0.031611864 +6525,0.98,1.0,0.024929293,0.004873556 +6530,0.96,0.98,0.05663745,0.044591412 +6535,0.98,0.98,0.024022998,0.025030075 +6540,1.0,1.0,0.004415861,0.0022747607 +6545,0.98,0.96,0.044741035,0.09718288 +6550,1.0,1.0,0.0048722643,0.00072504784 +6555,0.98,0.98,0.056614332,0.17376786 +6560,1.0,1.0,0.011600043,0.014034419 +6565,1.0,0.98,0.009170105,0.115195245 +6570,1.0,0.98,0.009486804,0.021962833 +6575,1.0,1.0,0.015519576,0.010882629 +6580,1.0,1.0,0.007300701,0.015508012 +6585,1.0,0.98,0.0050059124,0.04026494 +6590,1.0,1.0,0.0057433676,0.0034395177 +6595,0.98,0.96,0.069454305,0.21084625 +6600,1.0,1.0,0.0030915048,0.0020436617 +6605,1.0,1.0,0.008445939,0.004837474 +6610,0.98,1.0,0.020780737,0.016245252 +6615,0.98,1.0,0.041791078,0.014901974 +6620,0.98,0.98,0.030699464,0.07116418 +6625,1.0,0.98,0.0034630832,0.01806979 +6630,0.98,1.0,0.072137706,0.009151534 +6635,1.0,1.0,0.0023539292,0.00742527 +6640,1.0,0.98,0.018944504,0.020347726 +6645,1.0,1.0,0.0005551016,0.016618293 +6650,0.98,1.0,0.043606676,0.018127449 +6655,1.0,1.0,0.0020730924,0.011668014 +6660,0.98,1.0,0.041823797,0.00057209237 +6665,1.0,0.98,0.0022417165,0.018732445 +6670,1.0,1.0,0.010482173,0.0034468672 +6675,1.0,1.0,0.018053375,0.0016513626 +6680,0.96,0.96,0.054468967,0.038298625 +6685,0.98,0.98,0.065395124,0.04060944 +6690,0.98,1.0,0.042901173,0.0064665 +6695,1.0,1.0,0.0056238216,0.030246936 +6700,1.0,0.98,0.0042517465,0.11303813 +6705,0.98,1.0,0.024664812,0.0009842247 +6710,1.0,0.98,0.010837049,0.03809546 +6715,1.0,0.98,0.035201106,0.046797886 +6720,1.0,1.0,0.0017771027,0.018957943 +6725,1.0,0.98,0.011805502,0.028959217 +6730,1.0,0.98,0.012114713,0.047727637 +6735,1.0,0.96,0.00987016,0.05641217 +6740,1.0,1.0,0.008887213,0.01160803 +6745,1.0,1.0,0.003757134,0.0058991923 +6750,1.0,1.0,0.0027653265,0.0066314708 +6755,1.0,0.96,0.0053955005,0.07223351 +6760,1.0,1.0,0.0072447527,0.0037215003 +6765,1.0,0.96,0.009314792,0.13302757 +6770,1.0,1.0,0.0061482214,0.009635111 +6775,1.0,0.98,0.010495496,0.024154868 +6780,0.98,1.0,0.06706574,0.012016356 +6785,1.0,1.0,0.0030133673,0.011425615 +6790,0.98,1.0,0.025107494,0.0067101503 +6795,1.0,1.0,0.004421473,0.000764196 +6800,1.0,1.0,0.0146379,0.003845855 +6805,0.98,1.0,0.08088817,0.014939796 +6810,1.0,1.0,0.025267422,0.0319037 +6815,1.0,0.98,0.011188566,0.2538764 +6820,1.0,1.0,0.018012289,0.013411261 +6825,0.98,1.0,0.0378412,0.0012119608 +6830,0.98,0.98,0.11229961,0.023874333 +6835,1.0,1.0,0.0011095584,0.004327493 +6840,1.0,0.98,0.021852665,0.030082714 +6845,1.0,0.98,0.0058731907,0.043625876 +6850,1.0,1.0,0.013355697,0.0064799525 +6855,0.98,0.98,0.022623412,0.056676637 +6860,1.0,1.0,0.017956024,0.0028889645 +6865,1.0,1.0,0.0019147703,0.0066266083 +6870,1.0,0.96,0.0007132697,0.10356844 +6875,1.0,0.98,0.008469559,0.037162114 +6880,0.98,1.0,0.025368556,0.012928613 +6885,1.0,1.0,0.008979972,0.0016216924 +6890,1.0,0.98,0.003924051,0.045941435 +6895,1.0,1.0,0.0018194162,0.00046045255 +6900,1.0,1.0,0.003888622,0.0032019133 +6905,1.0,1.0,0.0118980035,0.00063360244 +6910,0.96,1.0,0.17752464,0.0075012515 +6915,1.0,1.0,0.0075468267,0.001038149 +6920,1.0,1.0,0.011631478,0.008670245 +6925,1.0,1.0,0.004814023,0.0052023744 +6930,0.98,0.98,0.13691206,0.0651728 +6935,1.0,1.0,0.010422156,0.0031397333 +6940,1.0,0.98,0.01724739,0.071585156 +6945,1.0,0.98,0.014805581,0.07455904 +6950,1.0,1.0,0.003110847,0.0013018858 +6955,1.0,1.0,0.0066395975,0.015607942 +6960,0.98,0.98,0.101106234,0.024613414 +6965,0.98,1.0,0.047405716,0.00041330926 +6970,0.98,1.0,0.07588322,0.020764166 +6975,1.0,1.0,0.0042611305,0.0005450237 +6980,1.0,1.0,0.005369125,0.004865923 +6985,1.0,1.0,0.0118330205,0.010462701 +6990,0.98,1.0,0.060709633,0.007582835 +6995,1.0,1.0,0.025747987,0.010223602 +7000,1.0,0.98,0.006722814,0.08703253 +7005,0.98,1.0,0.03206071,0.025687493 +7010,1.0,0.98,0.013761665,0.07095185 +7015,1.0,0.96,0.0026921206,0.13538115 +7020,0.98,1.0,0.055774614,0.012497055 +7025,0.98,1.0,0.04397106,0.0023532491 +7030,0.96,1.0,0.095521756,0.0041656834 +7035,1.0,0.98,0.0028826357,0.030305235 +7040,1.0,0.98,0.0043813,0.12692651 +7045,0.96,1.0,0.098810524,0.033759326 +7050,1.0,0.98,0.014303698,0.01986649 +7055,1.0,1.0,0.002624783,0.018786525 +7060,1.0,0.98,0.030583927,0.04361863 +7065,1.0,1.0,0.008584038,0.00971986 +7070,0.98,1.0,0.027567077,0.0032081595 +7075,0.96,0.98,0.11669898,0.07272261 +7080,1.0,1.0,0.012726363,0.016903432 +7085,0.98,1.0,0.054002035,0.01832263 +7090,1.0,0.98,0.009232363,0.087590426 +7095,0.98,1.0,0.037223402,0.0023087189 +7100,1.0,0.98,0.00090897945,0.028433258 +7105,1.0,0.98,0.022101987,0.11378955 +7110,0.98,1.0,0.049430206,0.003460729 +7115,1.0,0.98,0.0013215372,0.14264666 +7120,1.0,1.0,0.004105845,0.0034896617 +7125,1.0,1.0,0.0030763734,0.012024157 +7130,0.98,1.0,0.047176447,0.024856757 +7135,0.96,1.0,0.07997784,0.0009335314 +7140,1.0,0.98,0.00182415,0.03880154 +7145,1.0,1.0,0.0022393703,0.007965788 +7150,1.0,0.94,0.0016200453,0.14575842 +7155,1.0,1.0,0.008983604,0.0045231734 +7160,0.98,0.98,0.027876837,0.08319143 +7165,1.0,0.98,0.0015244376,0.051970176 +7170,1.0,0.98,0.0014948882,0.066419154 +7175,1.0,0.98,0.024010122,0.15096182 +7180,0.98,1.0,0.026019556,0.011254992 +7185,1.0,1.0,0.0023377761,0.0038208086 +7190,0.98,1.0,0.023832975,0.0146335885 +7195,1.0,1.0,0.012581228,0.006412189 +7200,1.0,1.0,0.0075022364,0.007825118 +7205,1.0,1.0,0.014207231,0.013310904 +7210,0.98,0.98,0.026956182,0.038292404 +7215,0.98,1.0,0.04029522,0.0058751027 +7220,1.0,0.98,0.0072777066,0.024826856 +7225,1.0,0.98,0.0054649357,0.061854497 +7230,0.98,0.98,0.06755336,0.058776118 +7235,0.98,0.98,0.030949363,0.047422703 +7240,1.0,0.98,0.0056115673,0.04391117 +7245,1.0,0.96,0.0058445246,0.09287958 +7250,1.0,1.0,0.001587059,0.015870942 +7255,1.0,0.98,0.0072447015,0.18691725 +7260,1.0,1.0,0.00853022,0.010038074 +7265,1.0,0.98,0.0036544725,0.022175811 +7270,1.0,0.98,0.010732467,0.0740264 +7275,0.96,1.0,0.12893972,0.0006997513 +7280,1.0,1.0,0.0051107733,0.00061709725 +7285,0.98,1.0,0.031792402,0.017664475 +7290,1.0,1.0,0.011691673,0.019368446 +7295,0.98,0.98,0.069929704,0.022996211 +7300,1.0,1.0,0.012083662,0.015089613 +7305,0.98,0.98,0.022479177,0.029585682 +7310,1.0,0.96,0.02093649,0.1546173 +7315,1.0,0.98,0.025100995,0.029022701 +7320,1.0,0.96,0.013450907,0.108361304 +7325,1.0,1.0,0.009315579,0.019242033 +7330,1.0,0.98,0.0037833273,0.037545267 +7335,1.0,0.98,0.007244873,0.042530976 +7340,1.0,1.0,0.009707882,0.0076139015 +7345,1.0,0.96,0.022284327,0.14413634 +7350,0.98,1.0,0.04150285,0.00044534646 +7355,1.0,1.0,0.0025668633,0.0054959636 +7360,1.0,0.96,0.0073099816,0.09830115 +7365,0.98,0.98,0.027751815,0.038572766 +7370,1.0,0.98,0.023194049,0.020263856 +7375,0.98,1.0,0.029583855,0.0005179751 +7380,1.0,1.0,0.0030044613,0.0006421306 +7385,1.0,1.0,0.012347853,0.0028201765 +7390,1.0,1.0,0.0031352057,0.0028308027 +7395,1.0,1.0,0.008195506,0.010042603 +7400,0.98,0.96,0.015614489,0.12321969 +7405,0.98,0.98,0.03399619,0.033242874 +7410,1.0,1.0,0.019562716,0.0029623231 +7415,0.98,1.0,0.041731488,0.014898002 +7420,1.0,1.0,0.0022379889,0.00020029713 +7425,1.0,1.0,0.014967756,0.0011934952 +7430,1.0,1.0,0.0297571,0.0043668645 +7435,1.0,1.0,0.00806674,0.0016581179 +7440,0.98,1.0,0.09929483,0.0009199908 +7445,1.0,0.98,0.006954396,0.056519486 +7450,1.0,0.98,0.005557535,0.04540481 +7455,1.0,1.0,0.0010098708,0.023703592 +7460,1.0,1.0,0.0058107562,0.0010303438 +7465,1.0,1.0,0.0039813803,0.0027482107 +7470,1.0,1.0,0.0044497065,0.011014741 +7475,0.98,0.94,0.05597753,0.14004113 +7480,1.0,1.0,0.0021831845,0.0047437437 +7485,1.0,0.98,0.015563563,0.08654393 +7490,1.0,1.0,0.006840291,0.009417331 +7495,1.0,0.98,0.0069546746,0.0913097 +7500,1.0,1.0,0.0048425184,0.018769199 +7505,1.0,1.0,0.0028133774,0.002329677 +7510,1.0,0.98,0.022430226,0.13733767 +7515,1.0,1.0,0.004678512,0.007171133 +7520,1.0,1.0,0.0012850651,0.0019474528 +7525,0.98,1.0,0.03878185,0.0011833103 +7530,1.0,1.0,0.0142145185,0.020632418 +7535,1.0,1.0,0.016115706,0.0071169497 +7540,0.98,0.98,0.025172368,0.02692681 +7545,1.0,0.98,0.0364673,0.058004886 +7550,1.0,0.98,0.006426354,0.07653629 +7555,1.0,1.0,0.0015643977,0.008519678 +7560,1.0,1.0,0.008926368,0.013173984 +7565,1.0,1.0,0.018381368,0.0029115186 +7570,0.98,1.0,0.048777033,0.0068435804 +7575,1.0,1.0,0.00983417,0.00094466866 +7580,1.0,1.0,0.013112985,0.0023957926 +7585,1.0,1.0,0.0070235715,0.006945271 +7590,1.0,1.0,0.0100371195,0.007184546 +7595,0.98,0.98,0.024291677,0.051765755 +7600,0.98,1.0,0.03939875,0.007268297 +7605,1.0,1.0,0.008096553,0.005499978 +7610,0.96,1.0,0.053854913,0.015406595 +7615,0.98,1.0,0.032812882,0.027499031 +7620,0.98,1.0,0.056201294,0.007048975 +7625,1.0,1.0,0.00068461575,0.004877971 +7630,1.0,0.98,0.0031458482,0.05948038 +7635,1.0,1.0,0.005845917,0.04542512 +7640,1.0,1.0,0.009455009,0.0006966694 +7645,1.0,1.0,0.0067486977,0.002216584 +7650,1.0,1.0,0.005035187,0.0020398048 +7655,1.0,1.0,0.007814632,0.0034582922 +7660,1.0,1.0,0.0032160613,0.015378352 +7665,1.0,1.0,0.007419735,0.01872674 +7670,1.0,1.0,0.0030838803,0.0033291564 +7675,1.0,1.0,0.039058268,0.0027366783 +7680,1.0,0.98,0.014160008,0.06511886 +7685,0.98,0.98,0.088006824,0.056989357 +7690,0.98,0.98,0.05027791,0.036079183 +7695,0.96,1.0,0.07707401,0.0012619449 +7700,0.98,1.0,0.038231973,0.0065159686 +7705,1.0,1.0,0.017956352,0.011746296 +7710,0.98,0.98,0.07243594,0.026832877 +7715,1.0,1.0,0.0070909895,0.010320984 +7720,0.98,0.96,0.039390236,0.089742005 +7725,1.0,1.0,0.0075258855,0.0022906861 +7730,1.0,1.0,0.015618869,0.0029091248 +7735,1.0,1.0,0.012149764,0.005599878 +7740,1.0,0.98,0.0073470287,0.024534285 +7745,0.98,1.0,0.072538756,0.006616107 +7750,1.0,0.98,0.010295208,0.09431042 +7755,1.0,1.0,0.0023767385,0.007848317 +7760,0.98,1.0,0.050199956,0.0008040935 +7765,1.0,0.98,0.00030700202,0.03250076 +7770,1.0,1.0,0.007221286,0.024469255 +7775,1.0,1.0,0.004756677,0.00095531833 +7780,1.0,1.0,0.013740813,0.012457077 +7785,1.0,1.0,0.0016406947,0.003956501 +7790,1.0,1.0,0.028430209,0.002805565 +7795,0.98,0.98,0.03455388,0.04564685 +7800,1.0,1.0,0.009235754,0.014034948 +7805,1.0,0.98,0.008099853,0.047051817 +7810,1.0,1.0,0.0023365265,0.0016612404 +7815,1.0,0.98,0.014282912,0.0470034 +7820,1.0,1.0,0.0041268766,0.023543889 +7825,0.98,1.0,0.032386072,0.002267309 +7830,1.0,0.98,0.0076375534,0.047417115 +7835,1.0,0.98,0.0139798485,0.077120826 +7840,0.98,0.96,0.10176394,0.08888195 +7845,1.0,1.0,0.009991916,0.0046755727 +7850,1.0,1.0,0.011023632,0.004800905 +7855,0.98,1.0,0.031066826,0.0021489859 +7860,1.0,1.0,0.005602357,0.008646974 +7865,1.0,1.0,0.006566973,0.016267106 +7870,0.98,0.98,0.07470815,0.058870893 +7875,1.0,1.0,0.0047736554,0.0057288543 +7880,1.0,1.0,0.0172747,0.0013488138 +7885,1.0,1.0,0.004735682,0.0021745136 +7890,1.0,1.0,0.015162083,0.011325171 +7895,1.0,1.0,0.0011332845,0.0028912812 +7900,1.0,0.98,0.0056604682,0.22705445 +7905,1.0,1.0,0.000715061,0.016804846 +7910,1.0,0.98,0.009712594,0.07355114 +7915,1.0,1.0,0.00060342473,0.00042392977 +7920,1.0,1.0,0.011128921,0.012486798 +7925,1.0,0.96,0.0019081223,0.113936625 +7930,1.0,0.98,0.016239919,0.14295086 +7935,1.0,1.0,0.008096416,0.03042806 +7940,1.0,1.0,0.007870542,0.006633394 +7945,1.0,1.0,0.00515109,0.0017008669 +7950,1.0,1.0,0.004655263,0.0044261334 +7955,1.0,0.96,0.010079059,0.13495536 +7960,1.0,1.0,0.020447519,0.00011181969 +7965,1.0,1.0,0.0041422276,0.010052914 +7970,1.0,0.94,0.013688143,0.08291763 +7975,1.0,0.96,0.0044983854,0.08836833 +7980,0.96,1.0,0.044671252,0.011793354 +7985,1.0,1.0,0.019313829,0.011574481 +7990,1.0,1.0,0.004718069,0.0036598062 +7995,1.0,1.0,0.004752757,0.002995663 +8000,1.0,1.0,0.0003394697,0.006446279 +8005,1.0,1.0,0.0012323881,0.0033594607 +8010,0.98,0.98,0.04677764,0.04830394 +8015,1.0,1.0,0.0065119322,0.00896163 +8020,1.0,0.98,0.0021127437,0.23804407 +8025,1.0,1.0,0.019137688,0.0013102943 +8030,1.0,0.98,0.0014850046,0.062695324 +8035,1.0,1.0,0.0029055686,0.018554268 +8040,1.0,1.0,0.005358873,0.005750948 +8045,1.0,1.0,0.009542087,0.0071534 +8050,1.0,1.0,0.009249413,0.00045313648 +8055,0.98,1.0,0.049957935,0.005770571 +8060,0.98,1.0,0.07247972,0.0017554361 +8065,1.0,0.98,0.0074573904,0.034705613 +8070,1.0,0.98,0.0043479293,0.12492357 +8075,1.0,1.0,0.002052996,0.0008987519 +8080,1.0,1.0,0.0005883364,0.011354463 +8085,0.98,0.98,0.030660488,0.0231387 +8090,0.98,0.98,0.04151228,0.15343852 +8095,1.0,1.0,0.016311739,0.01605332 +8100,1.0,1.0,0.0030808055,0.010187001 +8105,1.0,1.0,0.0024397417,0.013823267 +8110,1.0,1.0,0.009833188,0.016154937 +8115,1.0,0.98,0.012094245,0.034990933 +8120,1.0,1.0,0.0032654395,0.019907895 +8125,1.0,0.98,0.0031469038,0.033057317 +8130,1.0,1.0,0.00733816,0.008461953 +8135,1.0,1.0,0.0024285947,0.010057384 +8140,1.0,1.0,0.0015048448,0.013980424 +8145,1.0,1.0,0.007780168,0.0029349877 +8150,1.0,0.98,0.022297142,0.030840918 +8155,1.0,1.0,0.010226231,0.0040666093 +8160,1.0,0.96,0.005275394,0.13143806 +8165,1.0,1.0,0.007950126,0.005590926 +8170,1.0,1.0,0.002928715,0.007165635 +8175,0.98,0.98,0.03447902,0.06366734 +8180,0.98,1.0,0.06466123,0.009550309 +8185,1.0,0.98,0.0012791135,0.027879514 +8190,1.0,1.0,0.0011033954,0.00037804383 +8195,1.0,0.98,0.002318431,0.24700575 +8200,1.0,1.0,0.00888786,0.003786253 +8205,1.0,1.0,0.0015168011,0.0058279596 +8210,1.0,0.98,0.009510942,0.02454172 +8215,1.0,1.0,0.0046185637,0.012971245 +8220,1.0,1.0,0.0152057335,0.0010231228 +8225,1.0,0.96,0.0065610586,0.13863151 +8230,1.0,0.98,0.006875683,0.10818775 +8235,1.0,1.0,0.004839318,0.004202401 +8240,1.0,1.0,0.0067182155,0.00885218 +8245,1.0,0.98,0.0032628768,0.04648789 +8250,1.0,1.0,0.015494902,0.0046618 +8255,0.98,0.96,0.021437608,0.105790466 +8260,1.0,0.96,0.012455391,0.08208149 +8265,1.0,1.0,0.00030603644,0.00670007 +8270,0.98,1.0,0.021870863,0.014046881 +8275,1.0,1.0,0.0074845613,0.020679858 +8280,1.0,1.0,0.01134741,0.030193863 +8285,0.96,0.94,0.1010354,0.13142051 +8290,1.0,1.0,0.00012372044,0.0037724557 +8295,1.0,0.98,0.0026126471,0.018701762 +8300,1.0,1.0,0.002336429,0.010508101 +8305,0.98,0.98,0.0279144,0.01950925 +8310,1.0,1.0,0.013071537,0.009630085 +8315,1.0,0.98,0.0034775652,0.044495698 +8320,0.96,1.0,0.17382084,0.002444919 +8325,0.98,1.0,0.03879353,0.0022965996 +8330,0.98,1.0,0.022544466,0.015688924 +8335,1.0,0.96,0.00814814,0.17057215 +8340,1.0,0.98,0.0015604415,0.036714885 +8345,1.0,1.0,0.008959799,0.001058679 +8350,1.0,1.0,0.0061278082,0.0007035258 +8355,1.0,0.98,0.011767409,0.033844408 +8360,1.0,1.0,0.0070408876,0.00034606594 +8365,1.0,0.98,0.017740788,0.085901774 +8370,1.0,0.98,0.002206334,0.050659303 +8375,1.0,1.0,0.01666739,0.0010224059 +8380,0.98,1.0,0.020366658,0.009678911 +8385,1.0,0.98,0.015427194,0.054277193 +8390,0.98,1.0,0.027085982,0.007280445 +8395,0.98,0.98,0.09465127,0.033538695 +8400,1.0,0.98,0.0033036782,0.061105944 +8405,1.0,1.0,0.002109455,0.004326792 +8410,1.0,1.0,0.00035850288,0.0010770229 +8415,1.0,0.96,0.010140143,0.08072209 +8420,1.0,1.0,0.0045600794,0.010611135 +8425,1.0,0.96,0.0155281685,0.22540377 +8430,1.0,0.98,0.007758871,0.028218757 +8435,0.98,1.0,0.01902233,0.013422083 +8440,0.98,1.0,0.036631837,0.0053264285 +8445,1.0,1.0,0.0044932053,0.0021754957 +8450,0.98,1.0,0.041145887,0.0071708234 +8455,0.98,0.96,0.05725292,0.08075303 +8460,0.98,1.0,0.032802116,0.0031570282 +8465,1.0,1.0,0.00470244,0.00076384214 +8470,1.0,0.98,0.008958664,0.049703646 +8475,0.98,0.98,0.02669084,0.05612057 +8480,1.0,1.0,0.0076187802,0.001646704 +8485,1.0,1.0,0.004122916,0.0009064139 +8490,1.0,1.0,0.010319637,0.0028027794 +8495,0.98,0.98,0.027865207,0.03212116 +8500,1.0,1.0,0.017525056,0.020648457 +8505,1.0,0.98,0.0066340626,0.15055291 +8510,1.0,0.98,0.00069843506,0.038048334 +8515,0.98,0.98,0.025449393,0.0343837 +8520,1.0,0.98,0.0054308046,0.053822093 +8525,1.0,0.98,0.009566969,0.033377174 +8530,1.0,0.96,0.0134585835,0.12489042 +8535,1.0,1.0,0.01011255,0.0102702 +8540,1.0,1.0,0.0036037285,0.0084786285 +8545,1.0,0.96,0.0015731117,0.108690225 +8550,0.98,0.98,0.0847399,0.049871646 +8555,1.0,0.98,0.0058023017,0.017654693 +8560,0.98,0.98,0.058554426,0.039615985 +8565,1.0,1.0,0.0046635065,0.0037986385 +8570,1.0,1.0,0.005846119,0.014808136 +8575,1.0,1.0,0.002045113,0.0026425296 +8580,1.0,1.0,0.007611581,0.0034978306 +8585,1.0,1.0,0.000732138,0.0010367726 +8590,1.0,1.0,0.007347138,0.011101306 +8595,0.98,1.0,0.033419874,0.0004309697 +8600,1.0,0.98,0.0058296467,0.058455963 +8605,1.0,0.98,0.015365656,0.035976704 +8610,1.0,1.0,0.010236573,0.003579839 +8615,1.0,1.0,0.009894483,0.0035573589 +8620,1.0,0.98,0.0095295,0.063348964 +8625,1.0,1.0,0.01038115,0.0064347405 +8630,1.0,1.0,0.0021401336,0.004639594 +8635,1.0,0.96,0.0020091375,0.07090336 +8640,0.98,0.98,0.03643794,0.03627966 +8645,1.0,0.94,0.0012826335,0.2459627 +8650,1.0,1.0,0.017585866,0.0077670403 +8655,1.0,1.0,0.007991794,0.0040409975 +8660,0.98,0.98,0.06763197,0.046735495 +8665,0.98,1.0,0.0234641,0.022706892 +8670,0.98,1.0,0.020405268,0.00070431305 +8675,1.0,1.0,0.0042899395,0.0060835145 +8680,1.0,0.98,0.004881488,0.070720784 +8685,0.98,0.98,0.10962442,0.03057832 +8690,0.98,0.96,0.029831165,0.052673154 +8695,1.0,0.98,0.007354556,0.08848987 +8700,1.0,0.98,0.0044161864,0.033111524 +8705,0.98,1.0,0.038055986,0.0015213267 +8710,1.0,0.98,0.0045026178,0.05273018 +8715,1.0,0.98,0.0045264415,0.060396932 +8720,0.98,1.0,0.022493547,0.0024401387 +8725,0.98,0.98,0.031045372,0.05684267 +8730,1.0,0.98,0.0044425656,0.12940776 +8735,1.0,0.98,0.00687219,0.0274142 +8740,0.98,0.98,0.04375184,0.04831611 +8745,1.0,0.98,0.00094883866,0.019199956 +8750,1.0,1.0,0.001472479,0.0030375684 +8755,1.0,1.0,0.029571498,0.0048770113 +8760,1.0,0.94,0.0093358625,0.16506991 +8765,1.0,1.0,0.002523389,0.004776392 +8770,1.0,1.0,0.009322451,0.0017301755 +8775,1.0,0.98,0.0044731176,0.053237177 +8780,1.0,1.0,0.0066420017,0.010123122 +8785,1.0,1.0,0.025455022,0.00911515 +8790,1.0,1.0,0.01865413,0.027314372 +8795,1.0,0.98,0.0036099886,0.034896046 +8800,1.0,0.98,0.0075357147,0.16109298 +8805,1.0,1.0,0.018980302,0.00044334785 +8810,1.0,1.0,0.0020275146,0.0035461856 +8815,0.98,0.98,0.05941228,0.050940398 +8820,1.0,1.0,0.0035220908,0.014128204 +8825,1.0,1.0,0.003412315,0.00092126743 +8830,1.0,0.98,0.0015672595,0.029274913 +8835,1.0,0.98,0.0030421042,0.02237135 +8840,1.0,0.96,0.002075511,0.12348468 +8845,1.0,0.98,0.007978303,0.03683383 +8850,1.0,1.0,0.0017573354,0.0013736025 +8855,1.0,1.0,0.007937759,0.011913328 +8860,1.0,1.0,0.014678342,0.000870309 +8865,0.98,1.0,0.023234922,0.00047169757 +8870,1.0,1.0,0.0009534226,0.009856326 +8875,1.0,0.98,0.015659168,0.084722884 +8880,1.0,1.0,0.00020561046,0.0005299153 +8885,1.0,1.0,0.0023727587,0.0008309579 +8890,0.96,0.98,0.13617691,0.047121897 +8895,1.0,1.0,0.008560465,0.00020696413 +8900,1.0,1.0,0.0046332143,0.0004266052 +8905,1.0,0.98,0.025269661,0.063256145 +8910,1.0,0.98,0.01562627,0.04274404 +8915,1.0,0.98,0.015734943,0.05769624 +8920,1.0,0.96,0.0019003719,0.062148705 +8925,1.0,1.0,0.017945211,0.0010246832 +8930,1.0,0.98,0.00048342318,0.079614416 +8935,1.0,0.98,0.0058809356,0.23158203 +8940,1.0,0.98,0.02465663,0.047808748 +8945,1.0,0.98,0.012086812,0.115475506 +8950,1.0,1.0,0.0007617292,0.0058376873 +8955,1.0,0.98,0.0032431986,0.06741499 +8960,1.0,1.0,0.011521119,0.0056638476 +8965,1.0,0.98,0.0076797283,0.13581152 +8970,1.0,1.0,0.00069215795,0.0041437154 +8975,1.0,1.0,0.0058193435,0.00028826826 +8980,1.0,1.0,0.011713708,0.008696304 +8985,1.0,1.0,0.005428908,0.008788025 +8990,1.0,1.0,0.007212472,0.008763453 +8995,1.0,0.94,0.0022602817,0.129806 +9000,0.98,1.0,0.031428456,0.0024153476 +9005,1.0,1.0,0.008238502,0.016513187 +9010,1.0,1.0,0.0016606653,0.008395549 +9015,1.0,1.0,0.0058174348,0.013776722 +9020,1.0,1.0,0.0026033847,0.008444949 +9025,1.0,1.0,0.0017538816,0.0007420799 +9030,1.0,0.98,0.0014627236,0.078103125 +9035,1.0,0.98,0.010325207,0.24994846 +9040,1.0,1.0,0.0071776523,0.010076144 +9045,1.0,1.0,0.0067977593,0.004313711 +9050,1.0,1.0,0.0066211177,0.0040947 +9055,1.0,1.0,0.008709015,0.0019649216 +9060,0.98,1.0,0.036460355,0.0165023 +9065,1.0,0.96,0.00102867,0.14403369 +9070,1.0,1.0,0.0027459613,0.017723856 +9075,0.98,0.98,0.0912759,0.056412745 +9080,0.98,1.0,0.05024093,0.002426675 +9085,1.0,0.98,0.010978809,0.018803455 +9090,1.0,1.0,0.0016019495,0.00029450646 +9095,1.0,0.96,0.013691514,0.05959793 +9100,1.0,0.98,0.00046943378,0.03549739 +9105,1.0,0.96,0.0064169513,0.056135263 +9110,0.98,0.98,0.019875424,0.0695895 +9115,0.96,1.0,0.07217086,0.0016746044 +9120,1.0,1.0,0.016954709,0.0019789091 +9125,1.0,1.0,0.0066492152,0.015152752 +9130,1.0,0.96,0.007206116,0.05080615 +9135,0.98,0.98,0.045809843,0.03536787 +9140,1.0,1.0,0.002704294,0.00900501 +9145,1.0,1.0,0.0069329115,0.006745783 +9150,1.0,1.0,0.0026758856,0.021546507 +9155,1.0,0.98,0.0021347594,0.0552326 +9160,1.0,0.98,0.006107463,0.050769582 +9165,1.0,0.98,0.007813673,0.041987408 +9170,1.0,1.0,0.0015417382,0.0051993346 +9175,1.0,1.0,0.013032057,0.009040278 +9180,0.96,0.98,0.050126705,0.0549182 +9185,1.0,1.0,0.0039821337,0.000378579 +9190,1.0,1.0,0.004111033,0.019094223 +9195,1.0,1.0,0.0006329424,0.0073915827 +9200,1.0,1.0,0.0003747493,0.007231729 +9205,0.98,1.0,0.038111303,0.0028228674 +9210,1.0,1.0,0.0011973405,0.005129716 +9215,1.0,1.0,0.002441709,0.022441098 +9220,1.0,0.98,0.0007826237,0.04065738 +9225,1.0,0.98,0.025756652,0.030178659 +9230,1.0,0.96,0.00097230606,0.09273059 +9235,1.0,1.0,0.0022529182,0.0015275825 +9240,1.0,0.98,0.0017539577,0.04137123 +9245,0.98,1.0,0.032008328,0.0081321215 +9250,1.0,1.0,0.0038583672,7.2042436e-05 +9255,0.98,1.0,0.024004616,0.00034260377 +9260,0.98,1.0,0.022529868,0.011015236 +9265,1.0,0.98,0.018422903,0.031455465 +9270,1.0,1.0,0.005352615,0.0010508806 +9275,0.98,0.98,0.036436323,0.024776887 +9280,0.98,1.0,0.026364205,0.0010574741 +9285,1.0,0.96,0.00032057505,0.055022907 +9290,1.0,0.96,0.0018177197,0.0764447 +9295,1.0,1.0,0.0052557033,0.0049069137 +9300,0.98,1.0,0.04575992,0.00025893634 +9305,1.0,1.0,0.00040769775,0.012708046 +9310,0.98,0.98,0.024972893,0.04329809 +9315,1.0,1.0,0.00334492,0.0060982145 +9320,1.0,0.96,0.0056866636,0.056344207 +9325,0.96,1.0,0.049387246,0.00941268 +9330,0.98,1.0,0.030465612,0.0013053749 +9335,0.98,1.0,0.049094338,0.022963395 +9340,1.0,0.96,0.0035228038,0.16135514 +9345,1.0,1.0,0.0022804204,0.0013642524 +9350,0.98,1.0,0.0569226,0.0032563466 +9355,1.0,1.0,0.007909983,0.004810272 +9360,1.0,1.0,0.00034757712,0.0016474559 +9365,1.0,0.96,0.009213019,0.09941218 +9370,1.0,1.0,0.016923582,0.030281799 +9375,0.98,1.0,0.035872668,0.00069557765 +9380,1.0,1.0,0.015841184,0.0029430569 +9385,1.0,0.98,0.0024682921,0.044412956 +9390,1.0,0.98,0.0041991156,0.08058777 +9395,0.98,0.98,0.032324377,0.036186077 +9400,0.98,0.98,0.028944252,0.043344222 +9405,1.0,1.0,0.0036759167,0.00030881623 +9410,0.98,1.0,0.08419649,0.026123717 +9415,1.0,1.0,0.010059876,0.0032926383 +9420,0.98,0.98,0.033384047,0.10831297 +9425,1.0,1.0,0.0013570524,0.001251847 +9430,0.98,1.0,0.055203885,0.001290679 +9435,1.0,0.98,0.0019357679,0.109271616 +9440,1.0,1.0,0.011476709,0.011762759 +9445,0.98,1.0,0.04366542,0.0077583576 +9450,0.98,0.98,0.17143063,0.031443603 +9455,0.98,1.0,0.070045054,0.00065719464 +9460,1.0,1.0,0.010035397,0.00043775272 +9465,1.0,0.96,0.0015100868,0.15094541 +9470,1.0,1.0,0.01596687,0.0017623411 +9475,1.0,1.0,0.008303485,0.007884332 +9480,1.0,0.98,0.0009903008,0.13988136 +9485,1.0,1.0,0.005385785,0.015235624 +9490,1.0,1.0,0.0019164186,0.0016519126 +9495,1.0,0.96,0.0070492174,0.13225658 +9500,0.98,1.0,0.035894293,0.010575955 +9505,1.0,1.0,0.008279341,0.0002926955 +9510,1.0,1.0,0.0074168425,0.004551312 +9515,0.96,1.0,0.05973213,0.04835467 +9520,1.0,1.0,0.030071653,0.0037012068 +9525,0.98,1.0,0.09260553,0.0033297006 +9530,1.0,0.98,0.0036937448,0.018991379 +9535,0.98,1.0,0.053048935,0.0019911872 +9540,1.0,1.0,0.007123719,0.00042891692 +9545,1.0,1.0,0.01187179,0.017865585 +9550,1.0,1.0,0.0059753917,0.013486146 +9555,0.98,0.94,0.031609688,0.12800394 +9560,1.0,0.98,0.0019443982,0.063775346 +9565,0.98,1.0,0.016355895,0.005050174 +9570,0.98,1.0,0.0292688,0.0036015376 +9575,0.98,1.0,0.0909615,0.023944626 +9580,0.98,1.0,0.024166476,0.0013483847 +9585,1.0,0.98,0.0020569,0.035611045 +9590,1.0,1.0,0.0070247324,0.00322245 +9595,1.0,0.98,0.0029319886,0.0439309 +9600,1.0,1.0,0.016310703,0.0028154112 +9605,1.0,1.0,0.0076543903,0.012201411 +9610,1.0,1.0,0.016433781,0.016580177 +9615,1.0,1.0,0.008319041,0.013978343 +9620,1.0,1.0,0.005486022,0.00051542773 +9625,1.0,1.0,0.012848236,0.004272205 +9630,1.0,1.0,0.015433889,0.0017080377 +9635,0.96,1.0,0.052555095,0.00091062306 +9640,1.0,1.0,0.0025608575,0.013647873 +9645,1.0,0.98,0.0015697962,0.021000694 +9650,1.0,0.98,0.009487351,0.018347008 +9655,0.98,1.0,0.02973059,0.0014498876 +9660,1.0,1.0,0.015772441,0.0014603275 +9665,1.0,1.0,0.0002568022,0.000748985 +9670,1.0,1.0,0.017724605,0.015318461 +9675,1.0,1.0,0.004369891,0.0031295628 +9680,1.0,0.98,0.021581942,0.03560358 +9685,1.0,1.0,0.0013727265,0.015008237 +9690,1.0,0.98,0.010043122,0.025766216 +9695,1.0,1.0,0.0019469281,0.0022671064 +9700,1.0,0.98,0.017288143,0.022996718 +9705,1.0,1.0,0.00032937474,0.00065171445 +9710,1.0,1.0,0.013739998,0.002360008 +9715,1.0,0.98,0.0082383985,0.037921928 +9720,1.0,1.0,0.0017466597,0.0017535836 +9725,1.0,1.0,0.014651753,0.0006223053 +9730,1.0,1.0,0.017706163,0.0081993025 +9735,1.0,0.98,0.0075715114,0.17316702 +9740,1.0,0.98,0.007658088,0.094017684 +9745,1.0,0.98,0.00072584033,0.04064941 +9750,1.0,1.0,0.0070841736,0.0026155235 +9755,1.0,0.98,0.0013236837,0.038555402 +9760,1.0,0.98,0.00312981,0.02802577 +9765,1.0,1.0,0.021476066,0.017044002 +9770,1.0,1.0,0.008956749,0.0023652138 +9775,0.98,0.98,0.028881734,0.07039371 +9780,0.98,1.0,0.05765306,0.0030625355 +9785,1.0,0.94,0.0122251045,0.23052183 +9790,1.0,1.0,0.0021857063,0.0018771606 +9795,1.0,1.0,0.007094532,0.0059375246 +9800,0.98,1.0,0.02681972,0.012891515 +9805,0.98,1.0,0.017499713,0.0012303313 +9810,1.0,1.0,0.0014538759,0.0025229433 +9815,1.0,0.94,0.01113419,0.12902468 +9820,1.0,0.98,0.018913439,0.027037226 +9825,1.0,1.0,0.00054465333,0.0002980627 +9830,1.0,0.98,0.0061931973,0.04013177 +9835,1.0,0.98,0.007020676,0.026957944 +9840,1.0,1.0,0.0067274547,0.0011506133 +9845,0.98,1.0,0.025184462,0.009681694 +9850,1.0,1.0,0.002885649,0.002087891 +9855,1.0,0.96,0.00881623,0.05363982 +9860,1.0,0.96,0.0066549103,0.18213987 +9865,0.98,0.98,0.021990966,0.06237068 +9870,1.0,1.0,0.0060758484,0.00046883628 +9875,0.98,1.0,0.024318678,0.0011229898 +9880,1.0,1.0,0.0013095443,0.002171918 +9885,1.0,1.0,0.006336333,0.005206172 +9890,1.0,1.0,0.002509172,0.015642589 +9895,1.0,1.0,0.0014081431,0.0025426438 +9900,1.0,0.98,0.0009855112,0.022180071 +9905,1.0,0.98,0.0062929243,0.026137196 +9910,1.0,1.0,0.0051840246,0.014362162 +9915,1.0,1.0,0.004599958,0.0016289795 +9920,1.0,1.0,0.008233571,0.0021599615 +9925,1.0,1.0,0.00081492873,0.0073828585 +9930,1.0,1.0,0.0026212472,0.01795354 +9935,1.0,0.98,0.013022485,0.085362196 +9940,1.0,1.0,0.0016049355,0.0010431695 +9945,1.0,0.98,0.00056564005,0.037732437 +9950,1.0,1.0,0.0017895927,0.0035935014 +9955,1.0,0.98,0.006549564,0.025998984 +9960,1.0,1.0,0.008890108,0.003294917 +9965,1.0,1.0,0.00068048463,0.0038269155 +9970,1.0,1.0,0.021577189,0.00036274912 +9975,0.98,0.98,0.07690069,0.062343664 +9980,1.0,0.98,0.0020020118,0.03370175 +9985,1.0,0.98,0.00072988914,0.017402368 +9990,1.0,1.0,0.002212426,0.0038592336 +9995,1.0,0.98,0.0018875869,0.05168773 diff --git a/apps/dash-live-model-training/data/mnist_softmax_run_log.csv b/apps/dash-live-model-training/data/mnist_softmax_run_log.csv new file mode 100644 index 000000000..bebf13e0a --- /dev/null +++ b/apps/dash-live-model-training/data/mnist_softmax_run_log.csv @@ -0,0 +1,1999 @@ +5,0.65,0.76,1.1850473,1.0347477 +10,0.61,0.72,1.0670382,0.8856087 +15,0.88,0.79,0.5973649,0.7455153 +20,0.84,0.84,0.5653773,0.5863422 +25,0.85,0.82,0.5822492,0.6553855 +30,0.78,0.87,0.74093485,0.46280333 +35,0.83,0.79,0.50914085,0.5956419 +40,0.81,0.8,0.5984954,0.60425216 +45,0.9,0.88,0.52991426,0.5417361 +50,0.83,0.9,0.48893443,0.37572843 +55,0.87,0.87,0.6418449,0.46416324 +60,0.91,0.9,0.324419,0.34745225 +65,0.91,0.88,0.3942851,0.397277 +70,0.92,0.88,0.36168548,0.5049255 +75,0.88,0.87,0.3614104,0.444643 +80,0.87,0.9,0.5001992,0.37107778 +85,0.93,0.92,0.3189308,0.4225602 +90,0.89,0.85,0.36990306,0.562229 +95,0.9,0.87,0.41062823,0.5037781 +100,0.96,0.93,0.26309845,0.31274518 +105,0.9,0.92,0.35585535,0.34401155 +110,0.82,0.93,0.5708644,0.30626363 +115,0.96,0.83,0.29113922,0.54428303 +120,0.94,0.83,0.39228654,0.4336128 +125,0.85,0.91,0.45610675,0.4056293 +130,0.91,0.93,0.29638463,0.2690761 +135,0.9,0.93,0.34025833,0.32097873 +140,0.93,0.96,0.28188962,0.2691228 +145,0.84,0.86,0.4025343,0.41673985 +150,0.86,0.9,0.41617185,0.3446687 +155,0.86,0.93,0.45318833,0.41614366 +160,0.93,0.9,0.3518181,0.3568818 +165,0.89,0.93,0.42613807,0.27474195 +170,0.91,0.9,0.35191852,0.30177248 +175,0.91,0.94,0.298956,0.29385942 +180,0.87,0.92,0.57495236,0.3263727 +185,0.83,0.92,0.45728946,0.34207126 +190,0.89,0.91,0.4089642,0.35539764 +195,0.82,0.89,0.64325106,0.3425457 +200,0.88,0.92,0.38709542,0.34364703 +205,0.87,0.96,0.40242293,0.18432786 +210,0.84,0.89,0.43072236,0.38104302 +215,0.92,0.91,0.3260212,0.36018792 +220,0.87,0.91,0.31370917,0.3232812 +225,0.91,0.92,0.29204002,0.3145642 +230,0.93,0.94,0.2767762,0.25701684 +235,0.89,0.92,0.32038862,0.38162178 +240,0.91,0.88,0.40100005,0.3203042 +245,0.94,0.89,0.18044142,0.40488517 +250,0.91,0.9,0.25506812,0.35306334 +255,0.85,0.91,0.4782671,0.35707006 +260,0.95,0.88,0.25112838,0.35998413 +265,0.93,0.94,0.26936758,0.22811086 +270,0.92,0.91,0.30104718,0.39222613 +275,0.93,0.89,0.2357855,0.40955117 +280,0.92,0.93,0.28230396,0.27825406 +285,0.91,0.95,0.3641961,0.31114018 +290,0.9,0.87,0.45264107,0.36707288 +295,0.88,0.89,0.47184575,0.37486285 +300,0.88,0.9,0.34297442,0.4286413 +305,0.92,0.95,0.31145516,0.22951703 +310,0.94,0.92,0.2028144,0.35083434 +315,0.92,0.89,0.30816224,0.2991295 +320,0.85,0.93,0.6035036,0.31841776 +325,0.91,0.9,0.3121243,0.30486295 +330,0.91,0.88,0.26167062,0.48366135 +335,0.87,0.92,0.4322646,0.33320913 +340,0.86,0.95,0.50782275,0.2667021 +345,0.95,0.91,0.2335948,0.3084874 +350,0.93,0.92,0.41879234,0.31200266 +355,0.92,0.91,0.200289,0.2884135 +360,0.91,0.89,0.29547334,0.34997514 +365,0.89,0.94,0.37093627,0.18934494 +370,0.85,0.95,0.5381344,0.19874714 +375,0.86,0.91,0.45489538,0.40092888 +380,0.88,0.89,0.37497354,0.38652983 +385,0.9,0.88,0.27439642,0.5485552 +390,0.89,0.92,0.36634454,0.28359464 +395,0.92,0.93,0.2908921,0.25472915 +400,0.93,0.93,0.29366085,0.32364714 +405,0.9,0.93,0.37754753,0.24614933 +410,0.96,0.91,0.2680908,0.24792308 +415,0.89,0.91,0.43382922,0.35492554 +420,0.91,0.89,0.40929657,0.3901597 +425,0.93,0.91,0.18901657,0.30730382 +430,0.94,0.92,0.26777172,0.44305488 +435,0.88,0.91,0.37208062,0.36620948 +440,0.87,0.93,0.30460525,0.2741803 +445,0.98,0.91,0.15001266,0.2995519 +450,0.93,0.96,0.32776305,0.3566873 +455,0.95,0.92,0.19726485,0.27198607 +460,0.91,0.84,0.33810952,0.4659529 +465,0.92,0.88,0.28360277,0.31189212 +470,0.94,0.92,0.24963133,0.33185595 +475,0.88,0.92,0.3739787,0.33068526 +480,0.9,0.93,0.30820256,0.24472864 +485,0.88,0.96,0.37509412,0.21206263 +490,0.86,0.95,0.6210945,0.16832595 +495,0.91,0.88,0.29125094,0.28127325 +500,0.91,0.9,0.28704765,0.34173745 +505,0.92,0.95,0.39260492,0.18111606 +510,0.94,0.94,0.2678244,0.21466331 +515,0.87,0.9,0.30336848,0.38336018 +520,0.88,0.88,0.3852038,0.37539318 +525,0.87,0.91,0.43005672,0.2753936 +530,0.9,0.88,0.33551893,0.32012585 +535,0.92,0.92,0.3941446,0.23502356 +540,0.95,0.9,0.24163462,0.35178295 +545,0.91,0.9,0.41596422,0.4457 +550,0.97,0.89,0.124750756,0.43795395 +555,0.9,0.91,0.40031964,0.3405489 +560,0.89,0.91,0.32279915,0.2680428 +565,0.92,0.91,0.2338754,0.36522758 +570,0.87,0.86,0.57623863,0.3308511 +575,0.91,0.91,0.27115524,0.3436312 +580,0.94,0.92,0.30967963,0.27333754 +585,0.91,0.93,0.3154633,0.3047466 +590,0.89,0.95,0.42295876,0.30108997 +595,0.91,0.87,0.41816443,0.45988214 +600,0.85,0.88,0.5377615,0.37436965 +605,0.91,0.92,0.3260739,0.20901504 +610,0.94,0.94,0.19762339,0.38682023 +615,0.87,0.97,0.45071933,0.17292358 +620,0.9,0.92,0.28690353,0.3281807 +625,0.93,0.91,0.21844457,0.2727517 +630,0.93,0.94,0.25496057,0.18638806 +635,0.87,0.88,0.317423,0.41416103 +640,0.94,0.87,0.30558932,0.3125624 +645,0.92,0.91,0.3494231,0.26045826 +650,0.86,0.9,0.54407656,0.367885 +655,0.88,0.92,0.42787006,0.27480087 +660,0.96,0.91,0.18280086,0.3396334 +665,0.89,0.9,0.43296218,0.39222613 +670,0.91,0.92,0.22269765,0.2724533 +675,0.89,0.9,0.3617086,0.26870131 +680,0.93,0.93,0.30827478,0.28084466 +685,0.91,0.92,0.25871962,0.27939513 +690,0.93,0.95,0.2641952,0.22247858 +695,0.93,0.9,0.2390347,0.3654147 +700,0.96,0.92,0.2031434,0.43517697 +705,0.93,0.95,0.33587235,0.1485976 +710,0.91,0.95,0.27365783,0.22734688 +715,0.94,0.92,0.23255734,0.38035062 +720,0.94,0.92,0.20076162,0.35878342 +725,0.92,0.9,0.3148719,0.34042373 +730,0.9,0.96,0.4225967,0.24288134 +735,0.89,0.91,0.44212368,0.3371461 +740,0.9,0.89,0.32681668,0.32189178 +745,0.92,0.88,0.20613354,0.34266046 +750,0.95,0.97,0.18178459,0.12833653 +755,0.97,0.89,0.16532286,0.37558615 +760,0.92,0.92,0.23844643,0.32195884 +765,0.92,0.9,0.23736851,0.35303453 +770,0.9,0.95,0.42410773,0.25360444 +775,0.87,0.94,0.40484023,0.2145349 +780,0.9,0.92,0.3142743,0.3110644 +785,0.85,0.96,0.44818237,0.17624427 +790,0.93,0.9,0.27422908,0.3243313 +795,0.95,0.88,0.20743419,0.32032955 +800,0.9,0.92,0.26166913,0.33337617 +805,0.88,0.94,0.3268985,0.20537399 +810,0.92,0.93,0.32843906,0.31530207 +815,0.93,0.92,0.2138157,0.2821007 +820,0.87,0.92,0.50020885,0.2845731 +825,0.94,0.91,0.3182632,0.26283243 +830,0.98,0.89,0.13444982,0.33705276 +835,0.9,0.9,0.34606296,0.27394027 +840,0.96,0.98,0.19470298,0.1330223 +845,0.95,0.94,0.23565927,0.21093002 +850,0.92,0.9,0.38332963,0.3940052 +855,0.92,0.95,0.29512686,0.19627237 +860,0.93,0.92,0.26537055,0.26916078 +865,0.92,0.92,0.26356888,0.27971333 +870,0.94,0.91,0.19310899,0.34018028 +875,0.92,0.87,0.22774631,0.3878785 +880,0.92,0.95,0.33313167,0.23067974 +885,0.92,0.89,0.42724243,0.39065346 +890,0.91,0.92,0.35860738,0.23307624 +895,0.93,0.95,0.23630662,0.16494955 +900,0.91,0.89,0.32450303,0.35774547 +905,0.94,0.91,0.24317974,0.32427418 +910,0.91,0.95,0.3104938,0.20857187 +915,0.91,0.94,0.32799628,0.3044381 +920,0.96,0.93,0.186279,0.22271568 +925,0.85,0.92,0.3213596,0.39265975 +930,0.91,0.91,0.33804086,0.3283268 +935,0.89,0.94,0.32633322,0.23652937 +940,0.92,0.93,0.29766005,0.23993832 +945,0.93,0.9,0.26202178,0.34490776 +950,0.93,0.91,0.24706568,0.27986294 +955,0.88,0.9,0.36508095,0.45757702 +960,0.94,0.95,0.2640817,0.20713547 +965,0.91,0.91,0.5218387,0.36795244 +970,0.94,0.93,0.31590903,0.32665002 +975,0.92,0.94,0.22457695,0.24233608 +980,0.94,0.91,0.18809938,0.3777443 +985,0.87,0.87,0.42724216,0.38262418 +990,0.87,0.9,0.38550258,0.4322252 +995,0.93,0.94,0.258591,0.27542397 +1000,0.9,0.95,0.25808364,0.2656577 +1005,0.9,0.92,0.26425374,0.2544006 +1010,0.91,0.95,0.35500047,0.21899723 +1015,0.92,0.95,0.2575631,0.28508884 +1020,0.9,0.89,0.33703697,0.33426145 +1025,0.89,0.92,0.41946644,0.3564716 +1030,0.92,0.91,0.2260426,0.26854384 +1035,0.93,0.94,0.20157945,0.37722367 +1040,0.92,0.94,0.24832821,0.232338 +1045,0.9,0.92,0.39708275,0.3443456 +1050,0.91,0.91,0.34116736,0.2842157 +1055,0.92,0.87,0.35023326,0.37901333 +1060,0.91,0.94,0.27061594,0.33449054 +1065,0.92,0.91,0.22990961,0.26374787 +1070,0.91,0.9,0.33911735,0.20727196 +1075,0.92,0.91,0.22328675,0.3564366 +1080,0.94,0.93,0.30399138,0.23760746 +1085,0.91,0.93,0.27643144,0.17384139 +1090,0.92,0.92,0.1864348,0.28059274 +1095,0.94,0.92,0.25876153,0.22037855 +1100,0.94,0.95,0.29593134,0.1736998 +1105,0.95,0.89,0.25815004,0.21104345 +1110,0.93,0.93,0.31312367,0.33594313 +1115,0.92,0.92,0.2269451,0.21890722 +1120,0.94,0.89,0.21266608,0.35681003 +1125,0.9,0.93,0.3353579,0.22513102 +1130,0.95,0.9,0.22591855,0.42805946 +1135,0.93,0.92,0.27375743,0.3181292 +1140,0.9,0.94,0.3233061,0.19428074 +1145,0.91,0.93,0.26384762,0.3178015 +1150,0.88,0.93,0.45274833,0.19934832 +1155,0.92,0.96,0.268404,0.22498392 +1160,0.89,0.89,0.32790855,0.3917795 +1165,0.93,0.87,0.31592557,0.42586312 +1170,0.96,0.96,0.24232858,0.1496119 +1175,0.93,0.93,0.20768122,0.18874098 +1180,0.94,0.96,0.1909991,0.14019242 +1185,0.96,0.93,0.18978393,0.26039663 +1190,0.91,0.95,0.3216492,0.1960164 +1195,0.9,0.86,0.27397022,0.3905077 +1200,0.89,0.91,0.37899128,0.31570506 +1205,0.89,0.88,0.4432403,0.39004952 +1210,0.92,0.95,0.3298328,0.2403675 +1215,0.94,0.92,0.26311165,0.24960396 +1220,0.89,0.98,0.34648514,0.11347611 +1225,0.9,0.92,0.4016462,0.17227289 +1230,0.87,0.95,0.4174414,0.18370967 +1235,0.94,0.93,0.20753801,0.27730387 +1240,0.92,0.93,0.243949,0.2795711 +1245,0.93,0.88,0.2743104,0.46911094 +1250,0.9,0.92,0.2633259,0.24485698 +1255,0.94,0.95,0.21267422,0.20276004 +1260,0.89,0.89,0.39687455,0.2940315 +1265,0.92,0.88,0.36328763,0.31875056 +1270,0.92,0.96,0.24424201,0.18114983 +1275,0.92,0.9,0.38156593,0.35536143 +1280,0.88,0.96,0.45432636,0.2169756 +1285,0.94,0.91,0.25014406,0.27562562 +1290,0.92,0.93,0.31366166,0.360157 +1295,0.94,0.92,0.1962903,0.33301494 +1300,0.9,0.93,0.29116994,0.20408209 +1305,0.9,0.95,0.30245984,0.2044413 +1310,0.95,0.95,0.21012928,0.143902 +1315,0.91,0.94,0.24427505,0.21584135 +1320,0.89,0.95,0.3406377,0.21270454 +1325,0.88,0.91,0.3351988,0.2861752 +1330,0.91,0.91,0.34496745,0.23518324 +1335,0.92,0.95,0.25172803,0.1778117 +1340,0.93,0.96,0.2113343,0.22375667 +1345,0.96,0.91,0.2113127,0.34824654 +1350,0.89,0.9,0.36717486,0.3485202 +1355,0.95,0.91,0.19522871,0.38500586 +1360,0.93,0.93,0.27174503,0.247328 +1365,0.91,0.95,0.2778797,0.18371494 +1370,0.91,0.92,0.25693506,0.3327877 +1375,0.86,0.9,0.34698433,0.4188291 +1380,0.87,0.92,0.37902054,0.31497937 +1385,0.92,0.89,0.29550636,0.28065988 +1390,0.91,0.91,0.20736293,0.34218094 +1395,0.93,0.9,0.26443675,0.29594347 +1400,0.95,0.95,0.21728462,0.15850116 +1405,0.89,0.92,0.4046,0.3701649 +1410,0.92,0.91,0.23158151,0.24182203 +1415,0.93,0.94,0.26296407,0.26705942 +1420,0.86,0.93,0.47863162,0.23750189 +1425,0.92,0.95,0.27635422,0.1769144 +1430,0.91,0.95,0.23052663,0.20335445 +1435,0.92,0.94,0.2381788,0.20686437 +1440,0.94,0.91,0.2748064,0.3743369 +1445,0.92,0.91,0.25447562,0.31603736 +1450,0.91,0.9,0.25108862,0.33877477 +1455,0.91,0.88,0.36869958,0.36200917 +1460,0.95,0.92,0.2165674,0.19882527 +1465,0.94,0.94,0.29718423,0.27705392 +1470,0.87,0.94,0.33685577,0.23960711 +1475,0.95,0.9,0.19125964,0.33214214 +1480,0.93,0.93,0.24665989,0.32486686 +1485,0.95,0.87,0.20887028,0.4290834 +1490,0.92,0.88,0.2260893,0.48575792 +1495,0.91,0.89,0.32113174,0.40284073 +1500,0.91,0.91,0.3009126,0.28018016 +1505,0.9,0.92,0.20775929,0.2454488 +1510,0.92,0.86,0.24430165,0.40934598 +1515,0.91,0.9,0.30563223,0.31830844 +1520,0.91,0.97,0.2652665,0.125579 +1525,0.95,0.92,0.32931995,0.24347764 +1530,0.89,0.96,0.40092728,0.1776705 +1535,0.96,0.96,0.19069111,0.18952642 +1540,0.96,0.92,0.21349315,0.34707108 +1545,0.96,0.95,0.17727752,0.21339926 +1550,0.87,0.97,0.5428059,0.09819883 +1555,0.92,0.9,0.44132248,0.3300175 +1560,0.84,0.93,0.45775062,0.25911385 +1565,0.98,0.92,0.14872424,0.23069316 +1570,0.91,0.94,0.3422797,0.1950584 +1575,0.87,0.93,0.45121345,0.20862503 +1580,0.97,0.95,0.13004479,0.2040335 +1585,0.88,0.96,0.40645584,0.15384088 +1590,0.92,0.93,0.23729599,0.22764637 +1595,0.94,0.93,0.37528148,0.20039505 +1600,0.88,0.88,0.2571469,0.43696907 +1605,0.92,0.96,0.2532022,0.24759026 +1610,0.89,0.9,0.46709538,0.39663738 +1615,0.95,0.95,0.19508085,0.23407985 +1620,0.96,0.92,0.16536005,0.29584745 +1625,0.91,0.96,0.21675056,0.1563273 +1630,0.97,0.93,0.13159573,0.18943973 +1635,0.94,0.87,0.23331529,0.4147245 +1640,0.89,0.92,0.34916717,0.32721993 +1645,0.89,0.88,0.43481618,0.26472047 +1650,0.93,0.95,0.26832256,0.22069936 +1655,0.93,0.89,0.20257911,0.30041376 +1660,0.9,0.95,0.2905634,0.2614365 +1665,0.99,0.93,0.13284148,0.17966981 +1670,0.89,0.91,0.43250665,0.27320594 +1675,0.9,0.87,0.47918227,0.36188367 +1680,0.92,0.9,0.22417076,0.3247516 +1685,0.98,0.89,0.14780428,0.45671108 +1690,0.83,0.91,0.38837293,0.40462676 +1695,0.91,0.91,0.3713598,0.31990445 +1700,0.91,0.91,0.30080745,0.32524997 +1705,0.9,0.94,0.29740375,0.36386806 +1710,0.91,0.87,0.34339982,0.47644883 +1715,0.89,0.95,0.30384627,0.24967757 +1720,0.91,0.92,0.2735861,0.29005626 +1725,0.92,0.9,0.1997874,0.24001318 +1730,0.89,0.93,0.35767063,0.26373485 +1735,0.88,0.92,0.44514543,0.28531262 +1740,0.92,0.91,0.29908645,0.25188503 +1745,0.87,0.92,0.34689003,0.31556323 +1750,0.91,0.9,0.1932856,0.430242 +1755,0.93,0.94,0.19340973,0.1963886 +1760,0.92,0.96,0.24144487,0.13367128 +1765,0.95,0.93,0.22702086,0.15869385 +1770,0.94,0.9,0.25023165,0.42717344 +1775,0.9,0.94,0.27737805,0.2397292 +1780,0.89,0.95,0.46679267,0.1821047 +1785,0.91,0.92,0.297072,0.290095 +1790,0.94,0.88,0.1840679,0.31269547 +1795,0.94,0.92,0.24146667,0.3239265 +1800,0.94,0.94,0.17817424,0.20619413 +1805,0.96,0.94,0.2473428,0.1559895 +1810,0.94,0.93,0.27891353,0.31088313 +1815,0.92,0.91,0.24204001,0.31290725 +1820,0.93,0.87,0.2665444,0.4260191 +1825,0.97,0.92,0.25541148,0.21786317 +1830,0.92,0.94,0.25519696,0.2273339 +1835,0.9,0.9,0.2102056,0.33002773 +1840,0.96,0.93,0.16623813,0.21607243 +1845,0.88,0.95,0.43090189,0.31586534 +1850,0.91,0.88,0.30564433,0.36685935 +1855,0.92,0.94,0.16962706,0.17510842 +1860,0.9,0.88,0.31245634,0.30465564 +1865,0.91,0.89,0.29458326,0.30891618 +1870,0.86,0.93,0.5309728,0.19892542 +1875,0.94,0.91,0.24944709,0.3946604 +1880,0.92,0.91,0.27037972,0.22397688 +1885,0.91,0.87,0.23726015,0.41131562 +1890,0.93,0.93,0.15125634,0.26591468 +1895,0.91,0.91,0.29879975,0.29874486 +1900,0.9,0.98,0.25880626,0.16124693 +1905,0.92,0.87,0.28159323,0.33785707 +1910,0.96,0.94,0.17760384,0.2060553 +1915,0.91,0.9,0.2782305,0.41476643 +1920,0.97,0.92,0.17463624,0.2626327 +1925,0.89,0.95,0.32816672,0.26088336 +1930,0.93,0.94,0.24999252,0.26329744 +1935,0.87,0.89,0.4745637,0.31798646 +1940,0.93,0.89,0.3156535,0.30293283 +1945,0.9,0.88,0.25351626,0.42191917 +1950,0.91,0.91,0.24874696,0.23954399 +1955,0.94,0.9,0.2354273,0.38681945 +1960,0.92,0.92,0.30982307,0.26852548 +1965,0.92,0.92,0.23925933,0.30501655 +1970,0.91,0.89,0.25513366,0.31726593 +1975,0.94,0.97,0.25379312,0.11114038 +1980,0.9,0.94,0.28206107,0.31393752 +1985,0.9,0.95,0.3401097,0.16491467 +1990,0.91,0.92,0.45017824,0.39466515 +1995,0.85,0.9,0.58858424,0.26076007 +2000,0.87,0.95,0.40310943,0.19045906 +2005,0.85,0.9,0.4619577,0.33120778 +2010,0.92,0.91,0.31736004,0.2129044 +2015,0.97,0.92,0.1959546,0.263045 +2020,0.9,0.94,0.41679215,0.19244969 +2025,0.88,0.9,0.27194414,0.3773959 +2030,0.92,0.9,0.30073288,0.35110512 +2035,0.91,0.95,0.29149374,0.16411883 +2040,0.92,0.91,0.3235737,0.2910189 +2045,0.9,0.95,0.47539496,0.2913297 +2050,0.95,0.91,0.32252723,0.31496707 +2055,0.93,0.95,0.2072194,0.18841115 +2060,0.91,0.9,0.24146728,0.24070336 +2065,0.87,0.91,0.38480434,0.28875858 +2070,0.88,0.92,0.31864256,0.31912285 +2075,0.91,0.91,0.359978,0.38914645 +2080,0.93,0.91,0.2911939,0.2165917 +2085,0.93,0.93,0.25074583,0.1748299 +2090,0.9,0.91,0.530628,0.30556968 +2095,0.91,0.92,0.41129753,0.22695662 +2100,0.93,0.97,0.3415616,0.15127379 +2105,0.93,0.91,0.22830117,0.24552885 +2110,0.95,0.93,0.2881336,0.31856927 +2115,0.9,0.94,0.20923132,0.23236711 +2120,0.94,0.96,0.23039727,0.19248722 +2125,0.87,0.93,0.40054902,0.31186536 +2130,0.87,0.9,0.4063326,0.263894 +2135,0.95,0.96,0.1698673,0.21276514 +2140,0.93,0.92,0.2664219,0.37508267 +2145,0.93,0.87,0.23187353,0.3766556 +2150,0.93,0.89,0.20630763,0.47149545 +2155,0.92,0.92,0.23224251,0.28371245 +2160,0.92,0.96,0.27090475,0.2100206 +2165,0.95,0.9,0.22583814,0.24364841 +2170,0.9,0.94,0.5248372,0.28732246 +2175,0.93,0.93,0.21813293,0.21104856 +2180,0.92,0.92,0.30137828,0.24970369 +2185,0.94,0.97,0.2326687,0.21306732 +2190,0.91,0.93,0.27276984,0.34076172 +2195,0.96,0.96,0.21072632,0.20648888 +2200,0.92,0.93,0.22920007,0.24526896 +2205,0.91,0.97,0.2884374,0.13560963 +2210,0.95,0.94,0.22660291,0.23457459 +2215,0.94,0.96,0.15343842,0.1575779 +2220,0.89,0.95,0.38987523,0.2141244 +2225,0.87,0.9,0.36398828,0.38660777 +2230,0.96,0.93,0.24200594,0.35539243 +2235,0.97,0.91,0.16296409,0.24204716 +2240,0.93,0.91,0.22003542,0.23797551 +2245,0.89,0.95,0.28948468,0.13696444 +2250,0.93,0.93,0.32624814,0.29542968 +2255,0.92,0.88,0.37155047,0.5433961 +2260,0.94,0.89,0.16437231,0.38978785 +2265,0.93,0.91,0.27788398,0.20956552 +2270,0.92,0.93,0.23193108,0.2964069 +2275,0.89,0.94,0.43427086,0.26949424 +2280,0.96,0.92,0.21321353,0.29011032 +2285,0.92,0.93,0.3493844,0.3792958 +2290,0.89,0.88,0.49730083,0.35862285 +2295,0.94,0.94,0.23802446,0.22289881 +2300,0.96,0.92,0.15759338,0.3034054 +2305,0.9,0.93,0.40668064,0.33051366 +2310,0.94,0.91,0.21794797,0.24152195 +2315,0.93,0.9,0.41886508,0.2965523 +2320,0.94,0.94,0.17627233,0.19533482 +2325,0.95,0.93,0.16188589,0.30622584 +2330,0.94,0.89,0.23818031,0.31201744 +2335,0.93,0.95,0.23674524,0.17451315 +2340,0.9,0.96,0.45458916,0.1936133 +2345,0.94,0.93,0.22875099,0.33534935 +2350,0.92,0.92,0.33797705,0.2304525 +2355,0.92,0.92,0.24007368,0.27121288 +2360,0.94,0.94,0.22825575,0.27532113 +2365,0.9,0.9,0.35642457,0.41827378 +2370,0.91,0.93,0.32646468,0.28270644 +2375,0.94,0.96,0.27631894,0.224661 +2380,0.89,0.9,0.42025602,0.27312788 +2385,0.92,0.91,0.3059624,0.38604406 +2390,0.96,0.96,0.14345689,0.20166881 +2395,0.9,0.94,0.22235674,0.2888692 +2400,0.88,0.89,0.3699763,0.39494497 +2405,0.92,0.93,0.30837834,0.2365789 +2410,0.91,0.87,0.35044244,0.44586572 +2415,0.93,0.85,0.27745333,0.4286483 +2420,0.94,0.97,0.42425737,0.102601804 +2425,0.95,0.86,0.18267235,0.39099437 +2430,0.89,0.93,0.32487246,0.33351886 +2435,0.92,0.95,0.22944587,0.2829566 +2440,0.95,0.96,0.16478485,0.31820157 +2445,0.92,0.89,0.44648063,0.35836548 +2450,0.86,0.91,0.45885718,0.30796617 +2455,0.88,0.91,0.37824127,0.30018917 +2460,0.96,0.9,0.17710455,0.33749348 +2465,0.87,0.91,0.4149392,0.39024916 +2470,0.93,0.91,0.2585077,0.2975031 +2475,0.96,0.93,0.22243747,0.17709665 +2480,0.94,0.94,0.22812682,0.16707626 +2485,0.96,0.88,0.19015083,0.35860467 +2490,0.95,0.94,0.16025051,0.33809608 +2495,0.9,0.94,0.39910817,0.2463997 +2500,0.93,0.93,0.27523226,0.25531608 +2505,0.93,0.94,0.19526075,0.27456605 +2510,0.92,0.96,0.24860834,0.19367811 +2515,0.91,0.92,0.31627217,0.35695553 +2520,0.92,0.94,0.28812706,0.2819304 +2525,0.93,0.9,0.27026555,0.34583172 +2530,0.93,0.94,0.24516058,0.20086713 +2535,0.91,0.94,0.4078274,0.25817809 +2540,0.94,0.95,0.22590083,0.2757914 +2545,0.87,0.95,0.35788763,0.18078552 +2550,0.94,0.92,0.17303151,0.25643167 +2555,0.89,0.93,0.3875132,0.26639032 +2560,0.94,0.95,0.26124996,0.17596853 +2565,0.9,0.89,0.4214401,0.39247143 +2570,0.88,0.87,0.43339688,0.41808403 +2575,0.9,0.94,0.29526994,0.14831866 +2580,0.91,0.92,0.2620458,0.27848426 +2585,0.93,0.94,0.21660641,0.21387637 +2590,0.93,0.89,0.26608235,0.51042694 +2595,0.91,0.9,0.30405653,0.28204465 +2600,0.93,0.89,0.28083184,0.34113273 +2605,0.93,0.95,0.25248456,0.17189257 +2610,0.92,0.94,0.28757697,0.29243708 +2615,0.89,0.94,0.30627027,0.31915054 +2620,0.93,0.91,0.26447204,0.3001749 +2625,0.91,0.88,0.21986026,0.40248257 +2630,0.93,0.88,0.18921517,0.2535079 +2635,0.92,0.93,0.4162532,0.3535012 +2640,0.95,0.9,0.3098939,0.32751024 +2645,0.87,0.92,0.5013358,0.35340264 +2650,0.93,0.95,0.2720476,0.3753632 +2655,0.93,0.96,0.36209133,0.16433306 +2660,0.96,0.92,0.19470316,0.30795848 +2665,0.92,0.91,0.2675082,0.32793003 +2670,0.97,0.94,0.22166282,0.23962381 +2675,0.94,0.93,0.20639068,0.25868303 +2680,0.93,0.91,0.18568957,0.3368236 +2685,0.95,0.93,0.1984951,0.25119194 +2690,0.93,0.9,0.3466015,0.2809238 +2695,0.92,0.92,0.27222222,0.19069031 +2700,0.95,0.93,0.20524405,0.25815225 +2705,0.93,0.9,0.25534245,0.3459016 +2710,0.87,0.91,0.51007,0.35432786 +2715,0.94,0.96,0.30162045,0.14833657 +2720,0.93,0.91,0.2820364,0.4003579 +2725,0.91,0.93,0.24751495,0.21614647 +2730,0.91,0.93,0.38932496,0.29599026 +2735,0.95,0.92,0.18270712,0.26015288 +2740,0.93,0.94,0.39865762,0.22065431 +2745,0.93,0.94,0.36729392,0.27014682 +2750,0.91,0.93,0.20763722,0.24575926 +2755,0.89,0.88,0.35598052,0.6515078 +2760,0.92,0.94,0.1968447,0.20699161 +2765,0.95,0.97,0.17476803,0.27970117 +2770,0.93,0.91,0.25535667,0.25882322 +2775,0.89,0.92,0.21712863,0.35647988 +2780,0.95,0.89,0.20908503,0.3194484 +2785,0.95,0.92,0.18388611,0.2790512 +2790,0.93,0.96,0.20551373,0.19480145 +2795,0.94,0.93,0.230632,0.22880007 +2800,0.92,0.97,0.2615764,0.14548953 +2805,0.89,0.93,0.3698055,0.19904713 +2810,0.92,0.93,0.34546697,0.26399997 +2815,0.93,0.95,0.27039042,0.20353666 +2820,0.95,0.94,0.21013348,0.2985471 +2825,0.9,0.89,0.28694522,0.33552125 +2830,0.93,0.96,0.21265936,0.2322414 +2835,0.94,0.94,0.24669702,0.2218508 +2840,0.95,0.84,0.52864057,0.4577002 +2845,0.91,0.9,0.37061378,0.4193943 +2850,0.88,0.94,0.35438168,0.19326721 +2855,0.94,0.91,0.20867264,0.3726367 +2860,0.93,0.91,0.25208703,0.22598131 +2865,0.91,0.93,0.32137775,0.25039494 +2870,0.9,0.92,0.36120197,0.29023537 +2875,0.87,0.85,0.38111207,0.4297015 +2880,0.9,0.88,0.3390496,0.40045163 +2885,0.85,0.95,0.4080832,0.18730107 +2890,0.89,0.91,0.32802036,0.3006744 +2895,0.9,0.96,0.30954212,0.16861582 +2900,0.92,0.9,0.3027007,0.22347687 +2905,0.92,0.9,0.30383742,0.39726937 +2910,0.97,0.92,0.15148996,0.34166324 +2915,0.95,0.92,0.1834814,0.33293536 +2920,0.89,0.89,0.42581725,0.41687697 +2925,0.91,0.9,0.28401273,0.21617053 +2930,0.94,0.96,0.19528255,0.24583638 +2935,0.9,0.9,0.2614581,0.23299578 +2940,0.9,0.94,0.344809,0.23566589 +2945,0.91,0.92,0.35435265,0.3015836 +2950,0.92,0.91,0.34032822,0.25768948 +2955,0.93,0.92,0.32767478,0.24847893 +2960,0.89,0.96,0.3412822,0.1360744 +2965,0.93,0.9,0.22357084,0.378801 +2970,0.89,0.9,0.33574864,0.23258188 +2975,0.9,0.87,0.32526743,0.38828033 +2980,0.9,0.93,0.29264802,0.22074383 +2985,0.91,0.91,0.35382593,0.29553524 +2990,0.94,0.94,0.31355026,0.19103308 +2995,0.9,0.93,0.26792336,0.32118812 +3000,0.91,0.98,0.23982853,0.08664609 +3005,0.95,0.93,0.32003322,0.35472003 +3010,0.9,0.92,0.30288655,0.23417443 +3015,0.9,0.94,0.3456766,0.35185006 +3020,0.9,0.94,0.3346853,0.17275068 +3025,0.93,0.94,0.25704885,0.17379116 +3030,0.89,0.89,0.29334855,0.26241755 +3035,0.96,0.97,0.23616831,0.15298596 +3040,0.91,0.95,0.30702415,0.24145412 +3045,0.96,0.96,0.14573395,0.24054605 +3050,0.9,0.94,0.2738928,0.27428544 +3055,0.94,0.95,0.17362794,0.30404115 +3060,0.88,0.93,0.46052578,0.20982455 +3065,0.9,0.95,0.2516886,0.24659204 +3070,0.88,0.89,0.29044873,0.46963638 +3075,0.96,0.95,0.1706908,0.19719197 +3080,0.92,0.95,0.38905823,0.21602163 +3085,0.88,0.91,0.4244977,0.31930894 +3090,0.95,0.96,0.21062128,0.10844752 +3095,0.93,0.96,0.26575354,0.2269011 +3100,0.92,0.93,0.26469088,0.28471968 +3105,0.92,0.87,0.24812733,0.422839 +3110,0.88,0.93,0.2667231,0.22115417 +3115,0.91,0.96,0.24632697,0.13926654 +3120,0.88,0.94,0.35189956,0.27403355 +3125,0.96,0.93,0.17483161,0.31493795 +3130,0.88,0.93,0.29580793,0.19415261 +3135,0.94,0.9,0.2561629,0.3238859 +3140,0.95,0.91,0.25421956,0.3003763 +3145,0.94,0.9,0.20654032,0.29148406 +3150,0.96,0.93,0.13225946,0.27068454 +3155,0.91,0.92,0.25966826,0.30926982 +3160,0.93,0.89,0.2625692,0.41614297 +3165,0.91,0.94,0.29472002,0.17616464 +3170,0.95,0.91,0.23317203,0.23355749 +3175,0.93,0.96,0.22909841,0.13735609 +3180,0.9,0.92,0.35207063,0.3224427 +3185,0.91,0.93,0.28702882,0.26211503 +3190,0.98,0.92,0.13396837,0.2640079 +3195,0.92,0.89,0.33117467,0.30351296 +3200,0.94,0.93,0.21119088,0.26327768 +3205,0.94,0.9,0.2972758,0.32968673 +3210,0.94,0.84,0.22562014,0.56376654 +3215,0.82,0.95,0.47626144,0.24073002 +3220,0.93,0.93,0.41353694,0.2429292 +3225,0.99,0.93,0.10507782,0.19709873 +3230,0.98,0.9,0.118809216,0.41963235 +3235,0.91,0.91,0.25014892,0.29080963 +3240,0.92,0.96,0.3294999,0.21278182 +3245,0.93,0.94,0.27945194,0.1992815 +3250,0.93,0.94,0.27682802,0.22639719 +3255,0.99,0.93,0.14804871,0.28586167 +3260,0.91,0.89,0.24880922,0.25867546 +3265,0.89,0.94,0.44222233,0.16885194 +3270,0.88,0.96,0.34476784,0.1723353 +3275,0.91,0.92,0.48597127,0.47941208 +3280,0.93,0.92,0.18320103,0.20564204 +3285,0.92,0.89,0.28747767,0.45525315 +3290,0.94,0.88,0.29109624,0.43968678 +3295,0.94,0.93,0.31762362,0.239571 +3300,0.91,0.93,0.29577932,0.2949004 +3305,0.87,0.95,0.45210484,0.23704053 +3310,0.93,0.9,0.2303026,0.22837937 +3315,0.96,0.93,0.19538242,0.22301911 +3320,0.89,0.93,0.3277467,0.25300038 +3325,0.94,0.91,0.19473445,0.32673234 +3330,0.86,0.9,0.44556996,0.28493023 +3335,0.96,0.94,0.11644617,0.20338278 +3340,0.89,0.97,0.23263781,0.10499669 +3345,0.97,0.95,0.14385796,0.29355472 +3350,0.87,0.96,0.33305565,0.21387967 +3355,0.94,0.94,0.19900715,0.20724992 +3360,0.91,0.98,0.38821277,0.15842204 +3365,0.9,0.92,0.40621623,0.27923456 +3370,0.92,0.95,0.19800566,0.13398974 +3375,0.9,0.92,0.29275998,0.42536324 +3380,0.93,0.93,0.24164315,0.3250168 +3385,0.93,0.93,0.25676346,0.3098217 +3390,0.94,0.93,0.20296091,0.22468042 +3395,0.96,0.93,0.1784866,0.27250192 +3400,0.87,0.91,0.44435856,0.31071135 +3405,0.92,0.95,0.2553335,0.19619213 +3410,0.9,0.91,0.32701218,0.28767005 +3415,0.93,0.9,0.25904113,0.4404562 +3420,0.93,0.94,0.19977942,0.2636533 +3425,0.91,0.91,0.28541684,0.2866255 +3430,0.9,0.94,0.2865343,0.21810025 +3435,0.93,0.93,0.22657838,0.2773172 +3440,0.89,0.89,0.26331902,0.44329315 +3445,0.9,0.95,0.23532212,0.17870112 +3450,0.92,0.95,0.25587106,0.23672499 +3455,0.93,0.91,0.29168105,0.31250346 +3460,0.94,0.88,0.2282574,0.5460743 +3465,0.89,0.95,0.28013057,0.21110305 +3470,0.96,0.91,0.17087618,0.23196343 +3475,0.95,0.91,0.24030308,0.3614938 +3480,0.92,0.93,0.27532437,0.25319588 +3485,0.92,0.94,0.19493492,0.18259558 +3490,0.92,0.92,0.24336834,0.31958413 +3495,0.94,0.91,0.331452,0.23673253 +3500,0.88,0.91,0.3088007,0.2722992 +3505,0.89,0.95,0.34243447,0.20447472 +3510,0.88,0.84,0.36498243,0.4050463 +3515,0.9,0.95,0.28323615,0.20394237 +3520,0.93,0.94,0.1782508,0.18360028 +3525,0.95,0.93,0.14242534,0.24625497 +3530,0.91,0.92,0.3153717,0.2662447 +3535,0.91,0.91,0.2214891,0.3326812 +3540,0.95,0.93,0.33437678,0.31725028 +3545,0.96,0.95,0.23116861,0.3165513 +3550,0.95,0.92,0.21831042,0.29714057 +3555,0.92,0.95,0.22441633,0.14624158 +3560,0.93,0.96,0.19565807,0.13243477 +3565,0.94,0.9,0.22784172,0.32851 +3570,0.92,0.96,0.23020466,0.15766758 +3575,0.92,0.91,0.317532,0.28697276 +3580,0.87,0.92,0.35982066,0.25691918 +3585,0.94,0.92,0.2278811,0.29944867 +3590,0.88,0.93,0.41565305,0.2978322 +3595,0.91,0.94,0.38725597,0.21793848 +3600,0.92,0.94,0.23414782,0.23451848 +3605,0.93,0.94,0.22498374,0.21143273 +3610,0.95,0.91,0.19508621,0.23925637 +3615,0.91,0.88,0.19477424,0.517153 +3620,0.91,0.93,0.34522426,0.2527732 +3625,0.9,0.91,0.34039405,0.28818923 +3630,0.92,0.94,0.3093111,0.19494358 +3635,0.95,0.95,0.1779174,0.17405003 +3640,0.9,0.93,0.31817994,0.25943694 +3645,0.95,0.99,0.32041752,0.12057242 +3650,0.91,0.9,0.26498812,0.30820972 +3655,0.96,0.94,0.18727309,0.19383371 +3660,0.96,0.95,0.19809915,0.21218686 +3665,0.94,0.92,0.415814,0.21927622 +3670,0.88,0.89,0.41279852,0.47875786 +3675,0.94,0.96,0.20516595,0.19447611 +3680,0.9,0.95,0.4018789,0.26907733 +3685,0.96,0.92,0.13007088,0.18255085 +3690,0.89,0.97,0.44359168,0.18569121 +3695,0.88,0.93,0.29005763,0.2484566 +3700,0.99,0.92,0.10404942,0.2949299 +3705,0.88,0.94,0.26252934,0.20488772 +3710,0.93,0.87,0.2934312,0.28945988 +3715,0.95,0.94,0.20875156,0.2431357 +3720,0.92,0.93,0.21033601,0.19807038 +3725,0.94,0.94,0.16055927,0.19270733 +3730,0.86,0.95,0.51058185,0.18563053 +3735,0.95,0.89,0.33562705,0.41132423 +3740,0.89,0.95,0.32325387,0.2174162 +3745,0.91,0.91,0.4014379,0.29396638 +3750,0.93,0.94,0.3361394,0.2810281 +3755,0.89,0.94,0.32150573,0.35725173 +3760,0.9,0.92,0.34977487,0.2758025 +3765,0.86,0.89,0.48639688,0.3566891 +3770,0.93,0.89,0.22493784,0.25358182 +3775,0.93,0.94,0.35906902,0.2331937 +3780,0.93,0.93,0.26781097,0.29120696 +3785,0.96,0.92,0.1626777,0.17875063 +3790,0.97,0.94,0.13424993,0.30390978 +3795,0.91,0.94,0.47405165,0.1352754 +3800,0.91,0.93,0.39488643,0.19781506 +3805,0.91,0.97,0.22696222,0.18222488 +3810,0.92,0.93,0.21947926,0.26621047 +3815,0.94,0.9,0.20889443,0.22484262 +3820,0.88,0.89,0.32951573,0.3384207 +3825,0.93,0.94,0.3321575,0.30616853 +3830,0.88,0.94,0.38336265,0.30601192 +3835,0.95,0.95,0.15564704,0.2578327 +3840,0.93,0.92,0.3940607,0.23594904 +3845,0.97,0.92,0.14010687,0.22234611 +3850,0.93,0.91,0.1864874,0.35622898 +3855,0.89,0.92,0.28143585,0.399463 +3860,0.94,0.94,0.17725867,0.26355708 +3865,0.95,0.94,0.20144379,0.19294356 +3870,0.96,0.94,0.13397235,0.23009132 +3875,0.92,0.92,0.26945472,0.22889017 +3880,0.92,0.93,0.34009188,0.29008108 +3885,0.84,0.95,0.40762287,0.146236 +3890,0.9,0.9,0.2974192,0.32786214 +3895,0.92,0.92,0.25173,0.23010656 +3900,0.91,0.94,0.23613833,0.28398004 +3905,0.92,0.94,0.36056706,0.25808913 +3910,0.93,0.94,0.31950188,0.20498468 +3915,0.95,0.92,0.26899767,0.31759518 +3920,0.96,0.89,0.14458747,0.38735366 +3925,0.95,0.95,0.23057258,0.15778446 +3930,0.9,0.92,0.31335232,0.36454803 +3935,0.93,0.91,0.32470867,0.35089654 +3940,0.96,0.92,0.16542552,0.24604125 +3945,0.88,0.98,0.40311012,0.16837132 +3950,0.91,0.91,0.2921396,0.4341871 +3955,0.91,0.95,0.25429052,0.14027676 +3960,0.95,0.94,0.14448833,0.30432907 +3965,0.9,0.91,0.23788153,0.2733708 +3970,0.96,0.95,0.24360092,0.21949188 +3975,0.92,0.89,0.24565873,0.29324043 +3980,0.92,0.9,0.31689912,0.3430147 +3985,0.93,0.89,0.26926726,0.37268668 +3990,0.88,0.92,0.32416207,0.17808051 +3995,0.98,0.92,0.114796616,0.29303426 +4000,0.93,0.94,0.20927624,0.25006717 +4005,0.87,0.96,0.39487612,0.16363442 +4010,0.88,0.96,0.41038668,0.18797767 +4015,0.93,0.96,0.2548737,0.15707389 +4020,0.86,0.94,0.34486496,0.19532925 +4025,0.92,0.91,0.33946145,0.31873423 +4030,0.95,0.94,0.10112801,0.2173448 +4035,0.94,0.93,0.19451855,0.26281047 +4040,0.92,0.95,0.32623288,0.13241465 +4045,0.91,0.96,0.24480315,0.12685007 +4050,0.91,0.9,0.25828692,0.28610325 +4055,0.89,0.95,0.4050194,0.19157144 +4060,0.93,0.94,0.248669,0.25161275 +4065,0.95,0.93,0.19370466,0.15797397 +4070,0.92,0.93,0.2477774,0.3040338 +4075,0.9,0.97,0.24401481,0.106813386 +4080,0.92,0.92,0.51045096,0.33476135 +4085,0.95,0.91,0.1902175,0.30126584 +4090,0.92,0.91,0.23205332,0.22612782 +4095,0.89,0.92,0.28593087,0.37911853 +4100,0.93,0.91,0.26298773,0.26845166 +4105,0.96,0.97,0.23627552,0.13058907 +4110,0.92,0.93,0.26224324,0.28403988 +4115,0.91,0.95,0.38487652,0.22735788 +4120,0.9,0.95,0.2186451,0.24603415 +4125,0.94,0.94,0.1789221,0.2200867 +4130,0.93,0.88,0.24530804,0.30889758 +4135,0.87,0.92,0.32135904,0.24099827 +4140,0.94,0.95,0.20076136,0.21824035 +4145,0.93,0.92,0.23530145,0.27880514 +4150,0.96,0.96,0.15381283,0.16435094 +4155,0.92,0.95,0.29522824,0.12681915 +4160,0.91,0.93,0.35486162,0.20611942 +4165,0.89,0.92,0.4674786,0.24809587 +4170,0.96,0.92,0.25468782,0.28383893 +4175,0.93,0.95,0.31635463,0.20337437 +4180,0.9,0.9,0.336259,0.40170196 +4185,0.88,0.89,0.3295292,0.4030254 +4190,0.94,0.92,0.20694745,0.25058618 +4195,0.97,0.91,0.2907528,0.31393903 +4200,0.95,0.92,0.23385982,0.3367197 +4205,0.91,0.89,0.31927747,0.574604 +4210,0.93,0.93,0.21388505,0.19976656 +4215,0.93,0.92,0.1497574,0.4461516 +4220,0.89,0.89,0.32176483,0.29774845 +4225,0.95,0.9,0.15040496,0.2595749 +4230,0.93,0.95,0.21603575,0.2705568 +4235,0.95,0.9,0.2703228,0.40392444 +4240,0.91,0.99,0.26372415,0.14543295 +4245,0.92,0.93,0.2797807,0.17148933 +4250,0.94,0.92,0.15717001,0.25035262 +4255,0.97,0.93,0.1058743,0.26876882 +4260,0.94,0.95,0.28015146,0.2211263 +4265,0.92,0.95,0.24531151,0.20053269 +4270,0.93,0.95,0.27416205,0.17268616 +4275,0.92,0.95,0.16538027,0.2753985 +4280,0.94,0.91,0.30199772,0.30449864 +4285,0.9,0.95,0.273284,0.16863573 +4290,0.9,0.9,0.35964096,0.31417853 +4295,0.91,0.92,0.30210552,0.2500676 +4300,0.93,0.97,0.27665257,0.16284262 +4305,0.92,0.96,0.3715181,0.19985464 +4310,0.92,0.91,0.21975552,0.23118788 +4315,0.9,0.94,0.40999314,0.25366065 +4320,0.9,0.94,0.3839106,0.17375128 +4325,0.93,0.89,0.30663,0.3743977 +4330,0.89,0.89,0.39374825,0.3631792 +4335,0.87,0.91,0.41792718,0.2698768 +4340,0.96,0.91,0.1530148,0.23457037 +4345,0.95,0.88,0.23136023,0.35219243 +4350,0.95,0.96,0.18013155,0.20548724 +4355,0.88,0.92,0.33102974,0.22886203 +4360,0.87,0.9,0.43279916,0.36003497 +4365,0.88,0.87,0.42838275,0.4872389 +4370,0.91,0.96,0.36102033,0.22840267 +4375,0.93,0.92,0.2195816,0.22870094 +4380,0.93,0.95,0.26216468,0.16248071 +4385,0.87,0.92,0.48698407,0.33668277 +4390,0.93,0.95,0.23169908,0.14356022 +4395,0.92,0.95,0.33694047,0.16876894 +4400,0.94,0.93,0.19248587,0.2580394 +4405,0.88,0.94,0.4581879,0.16211246 +4410,0.91,0.9,0.23444353,0.35466865 +4415,0.93,0.95,0.24583094,0.16901453 +4420,0.86,0.89,0.40736434,0.38330546 +4425,0.93,0.95,0.19053493,0.26599047 +4430,0.87,0.91,0.33186966,0.2642537 +4435,0.92,0.97,0.22130306,0.11889983 +4440,0.91,0.94,0.25829807,0.22758913 +4445,0.87,0.92,0.3693999,0.3219599 +4450,0.94,0.86,0.20455712,0.32863918 +4455,0.95,0.92,0.17805225,0.30799815 +4460,0.94,0.94,0.19785956,0.28764004 +4465,0.93,0.93,0.18849878,0.21969436 +4470,0.94,0.97,0.22548619,0.13488962 +4475,0.93,0.89,0.28969678,0.34021524 +4480,0.9,0.95,0.33809325,0.2010975 +4485,0.95,0.9,0.17175756,0.34986264 +4490,0.95,0.96,0.23313488,0.13749976 +4495,0.94,0.96,0.22803512,0.32097554 +4500,0.95,0.95,0.27842885,0.2600695 +4505,0.92,0.91,0.45477498,0.35240144 +4510,0.95,0.9,0.19840592,0.23751381 +4515,0.9,0.92,0.317024,0.21042651 +4520,0.96,0.81,0.13913408,0.46629792 +4525,0.91,0.95,0.33121467,0.2151712 +4530,0.93,0.87,0.39694804,0.43104598 +4535,0.96,0.91,0.17907274,0.39020038 +4540,0.88,0.93,0.4209217,0.25731757 +4545,0.93,0.92,0.33892277,0.23861355 +4550,0.93,0.99,0.32770714,0.10692969 +4555,0.91,0.92,0.23048228,0.24305902 +4560,0.94,0.91,0.25247625,0.2624361 +4565,0.93,0.87,0.30151132,0.36192876 +4570,0.96,0.88,0.24214806,0.3472036 +4575,0.91,0.91,0.27788606,0.30769038 +4580,0.91,0.92,0.36283544,0.3036416 +4585,0.93,0.94,0.20617962,0.17053367 +4590,0.93,0.92,0.36054593,0.49422574 +4595,0.91,0.93,0.2782677,0.2458165 +4600,0.91,0.88,0.39287734,0.36582103 +4605,0.89,0.93,0.50226045,0.2649382 +4610,0.94,0.96,0.20676154,0.15168448 +4615,0.94,0.91,0.18510884,0.26868445 +4620,0.93,0.94,0.17049529,0.22649445 +4625,0.93,0.93,0.19216529,0.2638068 +4630,0.92,0.91,0.21242651,0.45595637 +4635,0.94,0.88,0.20483966,0.3279543 +4640,0.92,0.95,0.21186708,0.13071668 +4645,0.91,0.92,0.29284862,0.16693762 +4650,0.93,0.93,0.20420954,0.2564561 +4655,0.93,0.85,0.18218029,0.42645717 +4660,0.82,0.93,0.4167869,0.19213787 +4665,0.87,0.91,0.40402347,0.37257233 +4670,0.93,0.97,0.25667474,0.12395601 +4675,0.9,0.93,0.31817904,0.26732993 +4680,0.96,0.87,0.14990301,0.28697187 +4685,0.95,0.9,0.1431529,0.2755368 +4690,0.97,0.9,0.23063986,0.25842178 +4695,0.89,0.95,0.28771207,0.27488527 +4700,0.96,0.95,0.22652489,0.1598481 +4705,0.91,0.93,0.2628858,0.31450057 +4710,0.95,0.93,0.16906929,0.44006455 +4715,0.93,0.96,0.18895525,0.12031147 +4720,0.94,0.93,0.1677466,0.26030958 +4725,0.91,0.95,0.29315898,0.21687165 +4730,0.92,0.93,0.21037675,0.32741863 +4735,0.93,0.91,0.29284778,0.24895836 +4740,0.9,0.96,0.45851597,0.13341846 +4745,0.94,0.89,0.13146228,0.5007704 +4750,0.92,0.88,0.3034256,0.32902727 +4755,0.91,0.94,0.38202724,0.19848926 +4760,0.92,0.92,0.26944342,0.23132282 +4765,0.96,0.92,0.17198104,0.30639207 +4770,0.95,0.94,0.25822818,0.16564709 +4775,0.92,0.93,0.31917942,0.26316825 +4780,0.94,0.87,0.3333741,0.4632592 +4785,0.94,0.93,0.19657055,0.24736573 +4790,0.91,0.93,0.28284213,0.22516549 +4795,0.86,0.98,0.322754,0.10416602 +4800,0.94,0.96,0.26644573,0.13950731 +4805,0.87,0.93,0.3187983,0.24833164 +4810,0.88,0.89,0.42088872,0.31229174 +4815,0.89,0.93,0.3169051,0.32512376 +4820,0.95,0.94,0.15585853,0.2477323 +4825,0.92,0.91,0.2287273,0.2337692 +4830,0.89,0.9,0.4342601,0.3133793 +4835,0.94,0.93,0.2475334,0.17509453 +4840,0.94,0.91,0.16028404,0.35276663 +4845,0.89,0.93,0.3777864,0.30683696 +4850,0.85,0.98,0.4739321,0.14014415 +4855,0.94,0.94,0.2103194,0.2778968 +4860,0.88,0.94,0.5913106,0.25571457 +4865,0.93,0.93,0.21550709,0.32810915 +4870,0.94,0.88,0.25616717,0.4833963 +4875,0.92,0.91,0.3250657,0.2777929 +4880,0.92,0.9,0.24945864,0.35263607 +4885,0.91,0.95,0.28124216,0.21978422 +4890,0.92,0.93,0.19377683,0.3079196 +4895,0.95,0.92,0.15218392,0.40434483 +4900,0.95,0.9,0.15810032,0.31785905 +4905,0.89,0.9,0.3631351,0.3709254 +4910,0.93,0.93,0.2852526,0.23218879 +4915,0.88,0.92,0.5806699,0.2360138 +4920,0.94,0.92,0.22370367,0.30507028 +4925,0.96,0.91,0.15625568,0.2938487 +4930,0.93,0.92,0.25941202,0.30002153 +4935,0.89,0.96,0.4579252,0.16397163 +4940,0.93,0.98,0.17422561,0.11474638 +4945,0.91,0.92,0.2867628,0.2618677 +4950,0.97,0.94,0.18512315,0.2646731 +4955,0.92,0.92,0.29532325,0.24689314 +4960,0.94,0.93,0.25411227,0.2025233 +4965,0.93,0.9,0.4493104,0.26127884 +4970,0.95,0.95,0.1551911,0.17523795 +4975,0.92,0.95,0.2742161,0.19571596 +4980,0.95,0.94,0.13525684,0.2911662 +4985,0.94,0.9,0.3265419,0.32178473 +4990,0.93,0.92,0.29481235,0.28609455 +4995,0.93,0.95,0.19903822,0.117095 +5000,0.94,0.92,0.22017565,0.279642 +5005,0.91,0.93,0.33916387,0.27306244 +5010,0.9,0.87,0.43285194,0.32889053 +5015,0.97,0.86,0.12546699,0.5220791 +5020,0.92,0.95,0.16035187,0.15885241 +5025,0.93,0.94,0.21503024,0.17769766 +5030,0.96,0.89,0.14748217,0.35122558 +5035,0.95,0.89,0.26906392,0.42126763 +5040,0.88,0.91,0.37365437,0.36738446 +5045,0.95,0.92,0.14545688,0.26439536 +5050,0.94,0.94,0.116145745,0.1427375 +5055,0.93,0.97,0.24910587,0.20013648 +5060,0.94,0.89,0.27002674,0.27449882 +5065,0.91,0.96,0.28693092,0.13165851 +5070,0.94,0.95,0.19193797,0.23518445 +5075,0.87,0.93,0.43525234,0.25583634 +5080,0.92,0.95,0.29668778,0.14952323 +5085,0.92,0.94,0.34438172,0.1863545 +5090,0.89,0.92,0.43296912,0.31535336 +5095,0.89,0.96,0.2837811,0.20386212 +5100,0.92,0.87,0.26496953,0.37943253 +5105,0.92,0.9,0.24622749,0.3767072 +5110,0.93,0.92,0.26429072,0.30638945 +5115,0.93,0.93,0.2690645,0.31572562 +5120,0.94,0.92,0.15883654,0.20476988 +5125,0.93,0.91,0.30783826,0.27731708 +5130,0.93,0.93,0.21104722,0.31896457 +5135,0.92,0.93,0.31985492,0.25941354 +5140,0.92,0.91,0.3402992,0.2581987 +5145,0.92,0.92,0.28869042,0.29728803 +5150,0.9,0.94,0.2754256,0.14141978 +5155,0.93,0.9,0.31648338,0.31619012 +5160,0.93,0.89,0.21645056,0.43697518 +5165,0.88,0.94,0.37354752,0.28135288 +5170,0.92,0.95,0.27923182,0.21874851 +5175,0.92,0.9,0.35842383,0.4376124 +5180,0.89,0.94,0.29246318,0.31172243 +5185,0.93,0.95,0.2942722,0.1779493 +5190,0.92,0.89,0.28880677,0.4308118 +5195,0.96,0.96,0.14242215,0.22121663 +5200,0.89,0.98,0.3716872,0.23860916 +5205,0.92,0.98,0.2865212,0.16386473 +5210,0.94,0.96,0.29553708,0.17258948 +5215,0.92,0.92,0.3058189,0.24205601 +5220,0.91,0.92,0.32089245,0.28742504 +5225,0.93,0.92,0.15252702,0.25691113 +5230,0.94,0.96,0.28306305,0.24163854 +5235,0.95,0.93,0.16849272,0.20940451 +5240,0.88,0.93,0.37095833,0.20529084 +5245,0.96,0.94,0.20147236,0.21628034 +5250,0.96,0.96,0.17891596,0.13475417 +5255,0.94,0.95,0.29731828,0.16011938 +5260,0.93,0.92,0.2314706,0.2488656 +5265,0.94,0.94,0.19091642,0.19010755 +5270,0.92,0.94,0.28505048,0.25464973 +5275,0.93,0.93,0.2448529,0.19454195 +5280,0.93,0.89,0.2594658,0.24945389 +5285,0.91,0.92,0.3345994,0.2344481 +5290,0.88,0.91,0.42679816,0.41497055 +5295,0.9,0.95,0.26228064,0.19804926 +5300,0.95,0.93,0.18468235,0.21857697 +5305,0.93,0.95,0.20426647,0.30451822 +5310,0.94,0.95,0.19185007,0.21661738 +5315,0.95,0.91,0.24039085,0.3532856 +5320,0.95,0.94,0.25992578,0.3588193 +5325,0.91,0.92,0.44064313,0.23039839 +5330,0.93,0.88,0.2279649,0.40869197 +5335,0.93,0.92,0.22340405,0.25492486 +5340,0.95,0.94,0.2076617,0.2570223 +5345,0.88,0.9,0.39706984,0.33687466 +5350,0.91,0.92,0.26924065,0.33142817 +5355,0.95,0.92,0.15248762,0.17540282 +5360,0.96,0.92,0.1967488,0.21422558 +5365,0.92,0.93,0.21574014,0.18177979 +5370,0.95,0.92,0.2689558,0.20461635 +5375,0.96,0.94,0.2680955,0.27828917 +5380,0.91,0.93,0.3574716,0.24614036 +5385,0.91,0.93,0.2990526,0.25397372 +5390,0.97,0.92,0.14509517,0.35957107 +5395,0.92,0.89,0.23933965,0.29768935 +5400,0.94,0.96,0.31863302,0.1948388 +5405,0.97,0.94,0.1505839,0.18388338 +5410,0.93,0.93,0.2755123,0.3242708 +5415,0.95,0.97,0.19953573,0.123071834 +5420,0.93,0.86,0.25754154,0.46256906 +5425,0.92,0.92,0.36007568,0.19784355 +5430,0.9,0.96,0.3728941,0.2533815 +5435,0.89,0.92,0.38818702,0.186496 +5440,0.93,0.95,0.21757479,0.29701173 +5445,0.89,0.92,0.3964506,0.29944152 +5450,0.93,0.95,0.30789948,0.15275712 +5455,0.91,0.87,0.24241324,0.47084698 +5460,0.93,0.93,0.2849727,0.28948054 +5465,0.91,0.89,0.28304052,0.3826865 +5470,0.98,0.89,0.10671938,0.44325832 +5475,0.92,0.93,0.28042784,0.22618186 +5480,0.95,0.95,0.2132267,0.13713294 +5485,0.9,0.96,0.25490078,0.17091314 +5490,0.92,0.9,0.24269551,0.2863669 +5495,0.93,0.96,0.23290439,0.23942429 +5500,0.92,0.93,0.28278068,0.26196402 +5505,0.94,0.95,0.21656948,0.17947339 +5510,0.9,0.95,0.30449736,0.16689101 +5515,0.95,0.9,0.14821863,0.31180736 +5520,0.93,0.93,0.30854872,0.26852763 +5525,0.9,0.91,0.2835561,0.2962922 +5530,0.93,0.87,0.23952211,0.49566102 +5535,0.93,0.9,0.27991378,0.292022 +5540,0.97,0.91,0.16707617,0.29273766 +5545,0.89,0.91,0.4150784,0.25647527 +5550,0.94,0.94,0.27758932,0.1987903 +5555,0.91,0.93,0.31110823,0.1531424 +5560,0.96,0.93,0.2147649,0.36054313 +5565,0.95,0.88,0.18066895,0.30181664 +5570,0.96,0.93,0.13163096,0.2350709 +5575,0.95,0.93,0.26964357,0.16668124 +5580,0.9,0.9,0.37619945,0.35581136 +5585,0.95,0.95,0.21216142,0.28612736 +5590,0.89,0.93,0.47542447,0.24589193 +5595,0.92,0.86,0.22822215,0.37464088 +5600,0.95,0.91,0.25958398,0.36538476 +5605,0.93,0.94,0.22600384,0.32510367 +5610,0.93,0.95,0.22506191,0.17148653 +5615,0.95,0.92,0.2804659,0.19427837 +5620,0.94,0.96,0.25204936,0.1759382 +5625,0.91,0.89,0.2169179,0.51729715 +5630,0.94,0.96,0.1987755,0.21583495 +5635,0.88,0.95,0.2890274,0.18521984 +5640,0.89,0.93,0.37779972,0.16965762 +5645,0.9,0.99,0.322738,0.12866557 +5650,0.89,0.87,0.32503864,0.32540452 +5655,0.91,0.93,0.2671256,0.21547163 +5660,0.94,0.91,0.16902173,0.36702397 +5665,0.92,0.98,0.2405582,0.090529986 +5670,0.87,0.96,0.37589657,0.25507584 +5675,0.94,0.98,0.36886173,0.093105555 +5680,0.88,0.94,0.3620235,0.23499106 +5685,0.93,0.95,0.26384333,0.19821827 +5690,0.93,0.94,0.30721605,0.21723829 +5695,0.89,0.89,0.17808416,0.4212566 +5700,0.87,0.93,0.2976193,0.30921876 +5705,0.95,0.96,0.3616991,0.13467965 +5710,0.9,0.86,0.5240464,0.41275054 +5715,0.93,0.91,0.2800142,0.27584893 +5720,0.93,0.88,0.2552387,0.34274757 +5725,0.95,0.9,0.301696,0.32078618 +5730,0.93,0.93,0.2551644,0.22000778 +5735,0.93,0.89,0.17853442,0.39646405 +5740,0.97,0.92,0.13914368,0.30814013 +5745,0.93,0.93,0.28492856,0.30264997 +5750,0.96,0.87,0.16836184,0.5162052 +5755,0.92,0.99,0.21004052,0.06775232 +5760,0.93,0.93,0.2756029,0.17695753 +5765,0.96,0.89,0.23750204,0.4297169 +5770,0.89,0.92,0.29348567,0.19976726 +5775,0.96,0.88,0.2044688,0.38323385 +5780,0.94,0.97,0.31879714,0.14559203 +5785,0.94,0.9,0.28626263,0.30311063 +5790,0.97,0.91,0.13618669,0.20377031 +5795,0.91,0.91,0.2166723,0.33624077 +5800,0.93,0.97,0.20747368,0.13148603 +5805,0.93,0.95,0.2762368,0.1814426 +5810,0.92,0.93,0.27768874,0.25954863 +5815,0.91,0.94,0.27375686,0.21066788 +5820,0.86,0.92,0.4993929,0.373185 +5825,0.94,0.96,0.20989597,0.19598307 +5830,0.97,0.9,0.093736686,0.31054273 +5835,0.93,0.93,0.36002907,0.30324692 +5840,0.94,0.93,0.20404902,0.24488354 +5845,0.9,0.93,0.42962703,0.2586635 +5850,0.91,0.94,0.27298057,0.27606845 +5855,0.89,0.94,0.29151925,0.20167713 +5860,0.89,0.98,0.3719177,0.11561189 +5865,0.91,0.89,0.34854424,0.34717223 +5870,0.94,0.96,0.17881079,0.15082392 +5875,0.95,0.89,0.18905601,0.34323063 +5880,0.97,0.94,0.14616475,0.20779455 +5885,0.91,0.9,0.31424144,0.47004554 +5890,0.98,0.94,0.091631174,0.19224925 +5895,0.91,0.94,0.32801652,0.2572761 +5900,0.94,0.97,0.1794981,0.16854866 +5905,0.92,0.93,0.25926596,0.1983216 +5910,0.92,0.92,0.3061318,0.2806386 +5915,0.92,0.92,0.22217129,0.3470825 +5920,0.91,0.95,0.2138999,0.22939408 +5925,0.95,0.88,0.19624166,0.37807027 +5930,0.93,0.9,0.3533246,0.31912813 +5935,0.95,0.93,0.1740306,0.32083523 +5940,0.93,0.94,0.25833896,0.26595718 +5945,0.94,0.88,0.26054752,0.3533381 +5950,0.95,0.92,0.19538121,0.27853805 +5955,0.92,0.95,0.25781575,0.15705642 +5960,0.93,0.94,0.3336994,0.23905127 +5965,0.95,0.91,0.3124924,0.19769844 +5970,0.91,0.97,0.3012321,0.14806333 +5975,0.9,0.91,0.32096195,0.33339104 +5980,0.9,0.95,0.35649297,0.20571302 +5985,0.92,0.93,0.24004255,0.31383485 +5990,0.94,0.92,0.32175076,0.3067072 +5995,0.95,0.91,0.18755543,0.2925968 +6000,0.9,0.89,0.2646857,0.3404559 +6005,0.89,0.88,0.28612387,0.3791599 +6010,0.9,0.94,0.30788442,0.29681352 +6015,0.92,0.96,0.37968853,0.11274165 +6020,0.95,0.88,0.3294426,0.6037505 +6025,0.92,0.91,0.26494336,0.33898485 +6030,0.95,0.9,0.21525607,0.298773 +6035,0.86,0.96,0.4154051,0.13441795 +6040,0.91,0.96,0.23974499,0.1491724 +6045,0.91,0.96,0.22119182,0.19552869 +6050,0.92,0.9,0.16924506,0.23954812 +6055,0.92,0.93,0.21756521,0.23825304 +6060,0.95,0.91,0.18521994,0.32060108 +6065,0.86,0.92,0.51825,0.24414119 +6070,0.9,0.91,0.3366762,0.2465695 +6075,0.91,0.92,0.3259102,0.30265743 +6080,0.94,0.98,0.24948509,0.13657312 +6085,0.94,0.96,0.15195723,0.14813392 +6090,0.92,0.94,0.25161985,0.21702652 +6095,0.95,0.92,0.14725886,0.2955516 +6100,0.92,0.96,0.2595942,0.17598225 +6105,0.95,0.9,0.17971922,0.34190738 +6110,0.92,0.95,0.2787924,0.16012634 +6115,0.92,0.94,0.28353947,0.17915894 +6120,0.92,0.89,0.34441307,0.40490052 +6125,0.92,0.9,0.20865053,0.37747082 +6130,0.91,0.93,0.31839758,0.25471658 +6135,0.97,0.97,0.13855207,0.1330763 +6140,0.95,0.93,0.18744594,0.18682545 +6145,0.92,0.95,0.24697563,0.18255788 +6150,0.93,0.96,0.21379654,0.21312673 +6155,0.9,0.91,0.4409815,0.18766382 +6160,0.94,0.95,0.2875832,0.1420123 +6165,0.94,0.93,0.21248558,0.29074585 +6170,0.9,0.94,0.29082194,0.22693348 +6175,0.89,0.96,0.31846628,0.14572084 +6180,0.91,0.94,0.35656863,0.2120047 +6185,0.91,0.91,0.40015367,0.56950927 +6190,0.87,0.89,0.4636349,0.49815726 +6195,0.89,0.92,0.30374816,0.26473227 +6200,0.95,0.97,0.15431528,0.19283132 +6205,0.96,0.96,0.146583,0.1874096 +6210,0.93,0.96,0.2572581,0.13692561 +6215,0.9,0.89,0.49878803,0.38801265 +6220,0.92,0.89,0.3718718,0.22779356 +6225,0.93,0.91,0.26749268,0.2594736 +6230,0.89,0.91,0.45027655,0.19608918 +6235,0.96,0.95,0.14760397,0.18130772 +6240,0.97,0.89,0.09880101,0.40287986 +6245,0.93,0.91,0.1841657,0.22291227 +6250,0.92,0.94,0.20297873,0.27527773 +6255,0.89,0.93,0.34424606,0.23012932 +6260,0.93,0.92,0.30468836,0.28138417 +6265,0.84,0.97,0.4500042,0.1443307 +6270,0.96,0.95,0.17823051,0.18574652 +6275,0.91,0.93,0.29395047,0.34408092 +6280,0.91,0.92,0.32990494,0.3931278 +6285,0.95,0.92,0.19915807,0.31441343 +6290,0.96,0.95,0.15648109,0.21203223 +6295,0.89,0.9,0.36573288,0.32148594 +6300,0.95,0.88,0.13853866,0.2914518 +6305,0.9,0.91,0.5014877,0.33527252 +6310,0.92,0.89,0.39305794,0.36519036 +6315,0.92,0.92,0.38252223,0.22643396 +6320,0.92,0.88,0.2486649,0.35803604 +6325,0.97,0.94,0.18820682,0.1716062 +6330,0.95,0.9,0.26827064,0.34563723 +6335,0.93,0.95,0.25267577,0.16890274 +6340,0.93,0.94,0.24590479,0.20064007 +6345,0.98,0.92,0.12053855,0.35448915 +6350,0.83,0.92,0.3983885,0.3368184 +6355,0.93,0.95,0.2225529,0.2108443 +6360,0.95,0.91,0.12501569,0.32494012 +6365,0.89,0.91,0.45286873,0.24333248 +6370,0.96,0.94,0.14981803,0.18946105 +6375,0.96,0.93,0.13582598,0.26143616 +6380,0.89,0.95,0.23285061,0.27437153 +6385,0.95,0.92,0.23525305,0.23285936 +6390,0.93,0.94,0.256819,0.1835657 +6395,0.93,0.98,0.21986443,0.13191952 +6400,0.96,0.92,0.16607453,0.2016082 +6405,0.87,0.94,0.4774155,0.2191331 +6410,0.95,0.93,0.21064213,0.2603799 +6415,0.89,0.92,0.52483517,0.33318833 +6420,0.95,0.93,0.16545111,0.24220397 +6425,0.94,0.95,0.16278599,0.18686315 +6430,0.94,0.91,0.35187396,0.2846813 +6435,0.92,0.88,0.26271093,0.42962974 +6440,0.89,0.89,0.31700924,0.4077019 +6445,0.96,0.9,0.17924212,0.30930036 +6450,0.94,0.94,0.17323999,0.15732041 +6455,0.94,0.89,0.13930868,0.25832474 +6460,0.93,0.94,0.20907155,0.1657873 +6465,0.9,0.89,0.28578612,0.45965245 +6470,0.93,0.94,0.25284982,0.19178213 +6475,0.94,0.91,0.2114791,0.31168923 +6480,0.9,0.95,0.3923761,0.1533379 +6485,0.96,0.89,0.14028239,0.38344768 +6490,0.87,0.94,0.32267022,0.34852162 +6495,0.88,0.94,0.25983718,0.19882633 +6500,0.94,0.91,0.19601618,0.26562423 +6505,0.86,0.91,0.5548547,0.22774337 +6510,0.89,0.95,0.3478744,0.22539204 +6515,0.94,0.92,0.21009982,0.17787054 +6520,0.95,0.95,0.25361833,0.16476522 +6525,0.9,0.93,0.30890998,0.29834145 +6530,0.92,0.91,0.32932973,0.2144764 +6535,0.97,0.94,0.15961325,0.2219134 +6540,0.9,0.95,0.30246514,0.13018805 +6545,0.86,0.94,0.53018796,0.28551942 +6550,0.95,0.95,0.13937037,0.2091443 +6555,0.94,0.97,0.17017716,0.11034606 +6560,0.9,0.92,0.2557233,0.2679787 +6565,0.92,0.88,0.18544577,0.39525715 +6570,0.91,0.95,0.29129598,0.21521157 +6575,0.91,0.93,0.2843163,0.3623111 +6580,0.92,0.92,0.31434152,0.26175964 +6585,0.97,0.94,0.1648325,0.24150799 +6590,0.96,0.97,0.23239537,0.13616173 +6595,0.92,0.88,0.258691,0.34844166 +6600,0.91,0.94,0.28383863,0.23552223 +6605,0.97,0.93,0.1752894,0.22827178 +6610,0.94,0.96,0.334604,0.2241572 +6615,0.95,0.94,0.14598522,0.18295099 +6620,0.96,0.93,0.13239852,0.32577634 +6625,0.94,0.95,0.16871233,0.18097073 +6630,0.94,0.93,0.20861495,0.22808169 +6635,0.93,0.92,0.23501389,0.24684182 +6640,0.94,0.93,0.35477403,0.19195436 +6645,0.87,0.93,0.3509045,0.2509766 +6650,0.93,0.87,0.3080555,0.38073757 +6655,0.94,0.86,0.22307874,0.40833133 +6660,0.88,0.94,0.39157096,0.18148905 +6665,0.93,0.95,0.25737834,0.17907502 +6670,0.93,0.96,0.3106117,0.14017996 +6675,0.93,0.91,0.15267543,0.22653288 +6680,0.94,0.97,0.23202445,0.11843277 +6685,0.92,0.92,0.26280442,0.22475067 +6690,0.94,0.92,0.34146145,0.26509282 +6695,0.88,0.95,0.33176136,0.23331313 +6700,0.91,0.91,0.23842964,0.28694043 +6705,0.96,0.96,0.20100589,0.18191141 +6710,0.93,0.91,0.20725352,0.29940465 +6715,0.92,0.9,0.25837106,0.38815713 +6720,0.92,0.95,0.24122733,0.23890994 +6725,0.92,0.87,0.33460265,0.3760234 +6730,0.86,0.92,0.31457838,0.34201825 +6735,0.85,0.94,0.5265299,0.22871739 +6740,0.94,0.93,0.24429865,0.34247342 +6745,0.92,0.96,0.17723864,0.18219091 +6750,0.97,0.89,0.14925721,0.35013852 +6755,0.94,0.89,0.23387106,0.44425642 +6760,0.92,0.92,0.33645985,0.26784655 +6765,0.89,0.88,0.37907255,0.43540943 +6770,0.93,0.94,0.2558118,0.2513196 +6775,0.92,0.96,0.25316554,0.16946831 +6780,0.91,0.92,0.24102212,0.23530644 +6785,0.93,0.94,0.29159427,0.21259704 +6790,0.92,0.92,0.31096354,0.24196407 +6795,0.93,0.94,0.16594715,0.25425136 +6800,0.93,0.93,0.2179115,0.2732007 +6805,0.94,0.92,0.18408822,0.23589224 +6810,0.91,0.92,0.2177105,0.18371628 +6815,0.85,0.95,0.47956628,0.18334861 +6820,0.91,0.97,0.29740465,0.14225067 +6825,0.9,0.91,0.40940207,0.35215455 +6830,0.94,0.96,0.19140059,0.18192188 +6835,0.92,0.9,0.31657523,0.35313833 +6840,0.88,0.89,0.3321897,0.47364467 +6845,0.87,0.93,0.32863218,0.39542282 +6850,0.9,0.93,0.25959203,0.16897888 +6855,0.89,0.93,0.35424203,0.18852207 +6860,0.94,0.91,0.24462566,0.34121707 +6865,0.94,0.95,0.19909275,0.21892959 +6870,0.91,0.89,0.33933148,0.36409006 +6875,0.91,0.94,0.3398638,0.14033894 +6880,0.94,0.91,0.16628101,0.33011672 +6885,0.92,0.95,0.21373644,0.28558692 +6890,0.89,0.94,0.2602869,0.21164691 +6895,0.96,0.94,0.20178701,0.2667365 +6900,0.92,0.91,0.19734982,0.22110252 +6905,0.97,0.9,0.15324435,0.417443 +6910,0.93,0.91,0.17091839,0.21785155 +6915,0.93,0.92,0.31597787,0.38850364 +6920,0.95,0.95,0.19282864,0.19123568 +6925,0.89,0.95,0.31552973,0.22535318 +6930,0.92,0.88,0.18444113,0.4411662 +6935,0.9,0.93,0.24142054,0.26311633 +6940,0.94,0.95,0.2125949,0.22542864 +6945,0.95,0.96,0.15574682,0.17929025 +6950,0.95,0.9,0.19227819,0.27355462 +6955,0.91,0.93,0.4302312,0.22933084 +6960,0.97,0.94,0.26044232,0.22677982 +6965,0.91,0.94,0.30986577,0.24149273 +6970,0.91,0.93,0.3509227,0.20337199 +6975,0.91,0.91,0.30458167,0.28867814 +6980,0.92,0.92,0.1849742,0.30982056 +6985,0.95,0.94,0.20832463,0.2101058 +6990,0.94,0.93,0.17855807,0.2820757 +6995,0.91,0.9,0.37641856,0.28219622 +7000,0.9,0.91,0.2983724,0.29766905 +7005,0.94,0.96,0.2625406,0.19386075 +7010,0.9,0.94,0.30028367,0.16664074 +7015,0.91,0.88,0.40753245,0.55686826 +7020,0.92,0.94,0.2548304,0.17929772 +7025,0.92,0.98,0.24941364,0.12372068 +7030,0.92,0.97,0.21480983,0.15422924 +7035,0.89,0.93,0.4306052,0.30226016 +7040,0.95,0.93,0.115474015,0.23407814 +7045,0.9,0.91,0.38177663,0.2618238 +7050,0.95,0.92,0.16138576,0.2344004 +7055,0.9,0.95,0.42974705,0.22827691 +7060,0.9,0.94,0.24944347,0.16056222 +7065,0.88,0.95,0.42964476,0.2695333 +7070,0.9,0.89,0.42361054,0.42917323 +7075,0.88,0.94,0.3883343,0.20304014 +7080,0.93,0.93,0.3536186,0.27573362 +7085,0.94,0.97,0.14185634,0.10165575 +7090,0.89,0.87,0.36437672,0.371009 +7095,0.87,0.92,0.29167098,0.24025513 +7100,0.91,0.9,0.36988628,0.3485605 +7105,0.94,0.9,0.23639439,0.24503122 +7110,0.91,0.84,0.58579016,0.6166317 +7115,0.95,0.89,0.3178913,0.32602492 +7120,0.97,0.9,0.24884458,0.34671575 +7125,0.9,0.94,0.25257292,0.19149758 +7130,0.94,0.89,0.25009984,0.4641264 +7135,0.91,0.91,0.32124165,0.2884757 +7140,0.91,0.9,0.30686402,0.39998627 +7145,0.93,0.92,0.2547148,0.37916863 +7150,0.93,0.94,0.21625303,0.18072222 +7155,0.94,0.91,0.25150073,0.41177848 +7160,0.91,0.93,0.26700976,0.20198415 +7165,0.96,0.93,0.18548468,0.38810685 +7170,0.93,0.88,0.38594612,0.39180553 +7175,0.95,0.98,0.17962372,0.113617785 +7180,0.92,0.94,0.41686913,0.42525086 +7185,0.93,0.95,0.32014522,0.16427897 +7190,0.88,0.95,0.32082194,0.18204983 +7195,0.91,0.95,0.2467708,0.17938288 +7200,0.91,0.97,0.2941158,0.16418527 +7205,0.93,0.92,0.2578474,0.24706362 +7210,0.95,0.93,0.30009943,0.324664 +7215,0.92,0.93,0.3055557,0.19819511 +7220,0.95,0.88,0.21482134,0.41388527 +7225,0.96,0.89,0.16494912,0.29832342 +7230,0.9,0.96,0.43735668,0.14779669 +7235,0.94,0.93,0.29908103,0.31677207 +7240,0.95,0.91,0.23563866,0.2955074 +7245,0.89,0.88,0.34667006,0.48788366 +7250,0.96,0.91,0.15023547,0.2462146 +7255,0.9,0.96,0.4688995,0.14656574 +7260,0.9,0.91,0.46037337,0.24919583 +7265,0.94,0.93,0.16470718,0.23925783 +7270,0.95,0.91,0.1878174,0.32460976 +7275,0.99,0.94,0.14154743,0.1831798 +7280,0.89,0.94,0.42802387,0.31033796 +7285,0.96,0.93,0.15998472,0.2320846 +7290,0.94,0.96,0.2274788,0.22958645 +7295,0.92,0.93,0.2360455,0.2821416 +7300,0.91,0.9,0.4000579,0.34669578 +7305,0.92,0.92,0.33442733,0.24670851 +7310,0.9,0.91,0.38956493,0.36406505 +7315,0.92,0.93,0.26877964,0.19181685 +7320,0.92,0.92,0.21153533,0.31639802 +7325,0.88,0.91,0.49066803,0.30272463 +7330,0.92,0.87,0.24529867,0.59420437 +7335,0.96,0.93,0.23576517,0.20995964 +7340,0.94,0.93,0.21727929,0.3011601 +7345,0.95,0.9,0.20275953,0.4329697 +7350,0.97,0.91,0.18232489,0.3644483 +7355,0.95,0.95,0.1525115,0.2167705 +7360,0.96,0.87,0.1359839,0.40926003 +7365,0.89,0.92,0.2176491,0.21867214 +7370,0.9,0.92,0.39669392,0.2366148 +7375,0.92,0.91,0.3368806,0.29069054 +7380,0.87,0.94,0.34231296,0.29460126 +7385,0.94,0.88,0.45092285,0.37348503 +7390,0.94,0.95,0.14268567,0.1500352 +7395,0.93,0.93,0.18881927,0.41364434 +7400,0.89,0.94,0.39368007,0.2147106 +7405,0.93,0.93,0.2679159,0.25576115 +7410,0.9,0.95,0.28018966,0.20376442 +7415,0.86,0.97,0.35385278,0.1623659 +7420,0.91,0.95,0.34396446,0.18952183 +7425,0.94,0.96,0.25571007,0.21401761 +7430,0.98,0.92,0.06821909,0.29933602 +7435,0.89,0.92,0.2239781,0.24734196 +7440,0.98,0.9,0.1872261,0.27157938 +7445,0.94,0.92,0.29716513,0.20569378 +7450,0.97,0.88,0.14978807,0.29129595 +7455,0.95,0.94,0.16411094,0.19867998 +7460,0.89,0.93,0.45460528,0.3248903 +7465,0.9,0.93,0.4064593,0.28879514 +7470,0.89,0.87,0.35099196,0.35148117 +7475,0.94,0.95,0.17862564,0.18133 +7480,0.94,0.92,0.21236545,0.32620728 +7485,0.94,0.96,0.26548675,0.24329144 +7490,0.9,0.9,0.29386523,0.39169335 +7495,0.88,0.96,0.3041729,0.14817655 +7500,0.94,0.97,0.20597643,0.16264862 +7505,0.94,0.91,0.30616027,0.3201445 +7510,0.93,0.92,0.28643346,0.29136932 +7515,0.97,0.91,0.21517307,0.24725465 +7520,0.96,0.89,0.14333613,0.27281883 +7525,0.93,0.94,0.17866647,0.27683952 +7530,0.87,0.93,0.39006656,0.35562742 +7535,0.95,0.95,0.16463865,0.14050335 +7540,0.97,0.93,0.13168037,0.2743397 +7545,0.97,0.9,0.19887877,0.2940065 +7550,0.92,0.97,0.24221225,0.1229074 +7555,0.93,0.94,0.21992573,0.19264925 +7560,0.9,0.9,0.29559976,0.40165004 +7565,0.86,0.94,0.4866204,0.19290257 +7570,0.92,0.89,0.27473772,0.3167735 +7575,0.93,0.92,0.32041237,0.33635524 +7580,0.93,0.93,0.16350745,0.2981627 +7585,0.91,0.93,0.23543462,0.22858399 +7590,0.97,0.95,0.124654196,0.16635226 +7595,0.92,0.94,0.29507676,0.1575233 +7600,0.92,0.92,0.32355663,0.2735765 +7605,0.96,0.97,0.13476026,0.21277437 +7610,0.91,0.95,0.24531247,0.21821572 +7615,0.94,0.92,0.3006821,0.20251425 +7620,0.93,0.91,0.31623712,0.28876358 +7625,0.95,0.88,0.15777111,0.55945045 +7630,0.91,0.98,0.34765652,0.14106385 +7635,0.96,0.92,0.20239606,0.24401788 +7640,0.95,0.92,0.27483115,0.3013009 +7645,0.9,0.91,0.41721764,0.28685743 +7650,0.96,0.95,0.1320644,0.22312336 +7655,0.94,0.95,0.17990425,0.19614218 +7660,0.9,0.91,0.38176173,0.25784945 +7665,0.94,0.94,0.16353744,0.2287503 +7670,0.92,0.91,0.30045688,0.2717961 +7675,0.91,0.95,0.35247466,0.18857351 +7680,0.93,0.94,0.22358528,0.25600314 +7685,0.93,0.88,0.19012882,0.3260311 +7690,0.88,0.91,0.3782984,0.34909 +7695,0.91,0.94,0.2526631,0.16339202 +7700,0.9,0.94,0.2827906,0.26458812 +7705,0.89,0.94,0.35388678,0.28085145 +7710,0.96,0.94,0.17009735,0.18870993 +7715,0.99,0.92,0.06385294,0.2665199 +7720,0.95,0.93,0.23954028,0.19854745 +7725,0.9,0.95,0.35187763,0.16135289 +7730,0.92,0.96,0.23866016,0.15593313 +7735,0.92,0.93,0.23263653,0.28714824 +7740,0.97,0.92,0.24548855,0.25908405 +7745,0.93,0.93,0.27346444,0.27433577 +7750,0.97,0.92,0.22753082,0.2232711 +7755,0.94,0.97,0.1690849,0.15507817 +7760,0.92,0.98,0.31548622,0.2038978 +7765,0.92,0.93,0.25689888,0.20094547 +7770,0.94,0.93,0.23072878,0.22081053 +7775,0.9,0.91,0.38381225,0.3789789 +7780,0.93,0.96,0.2844194,0.14338987 +7785,0.92,0.92,0.28825945,0.2555772 +7790,0.91,0.94,0.38605222,0.23116365 +7795,0.92,0.91,0.23395139,0.31883365 +7800,0.91,0.98,0.33719385,0.13803388 +7805,0.92,0.94,0.23266207,0.22142084 +7810,0.88,0.94,0.32378566,0.37134978 +7815,0.95,0.9,0.20078592,0.39383325 +7820,0.92,0.93,0.20440954,0.2782258 +7825,0.93,0.93,0.17751989,0.36807907 +7830,0.94,0.96,0.1830308,0.15162207 +7835,0.88,0.95,0.4614406,0.26478016 +7840,0.94,0.89,0.2079553,0.36816487 +7845,0.9,0.94,0.36580572,0.23345122 +7850,0.92,0.9,0.2717376,0.27206814 +7855,0.9,0.86,0.22047347,0.43989137 +7860,0.95,0.94,0.1734918,0.18701144 +7865,0.97,0.91,0.18594944,0.30171412 +7870,0.89,0.96,0.3578937,0.18501288 +7875,0.9,0.97,0.39159167,0.123655446 +7880,0.92,0.94,0.28793976,0.20961687 +7885,0.92,0.89,0.36223862,0.43343896 +7890,0.91,0.96,0.29681078,0.18406643 +7895,0.96,0.89,0.12431496,0.31860906 +7900,0.94,0.93,0.2235012,0.31100905 +7905,0.85,0.92,0.43306133,0.21843544 +7910,0.91,0.87,0.3221941,0.40968263 +7915,0.9,0.86,0.36280292,0.41036513 +7920,0.94,0.91,0.3261599,0.2779167 +7925,0.95,0.95,0.2777084,0.23848177 +7930,0.94,0.94,0.21280256,0.17310719 +7935,0.94,0.9,0.1806661,0.33079976 +7940,0.94,0.97,0.2645034,0.10343402 +7945,0.94,0.94,0.4324957,0.32132694 +7950,0.89,0.89,0.35434586,0.32254502 +7955,0.94,0.92,0.20770678,0.2318979 +7960,0.92,0.92,0.23067981,0.25783223 +7965,0.91,0.93,0.2958494,0.19867305 +7970,0.92,0.94,0.30435845,0.2889793 +7975,0.93,0.94,0.20288563,0.23303507 +7980,0.98,0.93,0.108203694,0.24108157 +7985,0.91,0.91,0.3360391,0.30315012 +7990,0.95,0.92,0.1772834,0.2329288 +7995,0.93,0.95,0.31825125,0.21533066 +8000,0.9,0.89,0.28910556,0.29905885 +8005,0.95,0.91,0.18296248,0.25256068 +8010,0.95,0.96,0.19373469,0.15556455 +8015,0.91,0.98,0.31170356,0.14164661 +8020,0.94,0.92,0.26057985,0.2232303 +8025,0.9,0.92,0.34393448,0.29071054 +8030,0.95,0.93,0.24790725,0.14988661 +8035,0.92,0.9,0.25937602,0.30601403 +8040,0.96,0.93,0.17230219,0.17623572 +8045,0.95,0.88,0.262505,0.44966537 +8050,0.94,0.95,0.21324688,0.19811916 +8055,0.93,0.87,0.15418747,0.3799844 +8060,0.95,0.94,0.15826446,0.1847971 +8065,0.93,0.96,0.21877325,0.17103182 +8070,0.93,0.96,0.27708873,0.18221024 +8075,0.93,0.91,0.21268338,0.29221165 +8080,0.95,0.97,0.13004592,0.16911516 +8085,0.96,0.93,0.16061713,0.29247886 +8090,0.93,0.91,0.33615267,0.2251758 +8095,0.92,0.91,0.26951873,0.1967148 +8100,0.94,0.95,0.17731096,0.1800164 +8105,0.93,0.92,0.32063064,0.35938412 +8110,0.91,0.92,0.3180712,0.36509228 +8115,0.95,0.91,0.22197212,0.25318456 +8120,0.93,0.92,0.26639187,0.31013063 +8125,0.92,0.94,0.26639935,0.3601956 +8130,0.96,0.89,0.24914753,0.3359231 +8135,0.94,0.91,0.2026056,0.31198853 +8140,0.96,0.91,0.18905464,0.31314906 +8145,0.86,0.95,0.40183327,0.15135808 +8150,0.94,0.94,0.2727778,0.23389047 +8155,0.94,0.88,0.3224704,0.4153823 +8160,0.92,0.96,0.26631084,0.1490312 +8165,0.91,0.95,0.26375255,0.17195824 +8170,0.93,0.92,0.25074607,0.31219757 +8175,0.93,0.97,0.29890603,0.19505748 +8180,0.92,0.9,0.3013246,0.38670975 +8185,0.94,0.9,0.20866236,0.24531053 +8190,0.94,0.96,0.34949124,0.18071571 +8195,0.89,0.92,0.38823578,0.28230155 +8200,0.93,0.89,0.18627101,0.3544587 +8205,0.91,0.92,0.21468532,0.29095978 +8210,0.91,0.94,0.2292013,0.21651527 +8215,0.88,0.94,0.33658826,0.24638237 +8220,0.96,0.89,0.21612042,0.24306516 +8225,0.96,0.93,0.16148464,0.2528759 +8230,0.87,0.91,0.46194032,0.3416634 +8235,0.93,0.96,0.26553673,0.1569413 +8240,0.92,0.93,0.16409606,0.2703697 +8245,0.96,0.97,0.132899,0.18416765 +8250,0.94,0.92,0.18025397,0.32533234 +8255,0.9,0.95,0.2857261,0.15408385 +8260,0.96,0.92,0.20245248,0.3221465 +8265,0.95,0.92,0.17955098,0.310454 +8270,0.95,0.94,0.16512217,0.18047276 +8275,0.95,0.94,0.19371964,0.23710413 +8280,0.96,0.95,0.17405829,0.1808785 +8285,0.93,0.92,0.20611984,0.22058846 +8290,0.92,0.93,0.22401427,0.4295261 +8295,0.89,0.93,0.41896844,0.25133172 +8300,0.93,0.92,0.26474485,0.35076684 +8305,0.89,0.93,0.44606078,0.17740823 +8310,0.95,0.93,0.13629387,0.25115407 +8315,0.9,0.93,0.2624236,0.4263374 +8320,0.9,0.93,0.23097275,0.24807903 +8325,0.93,0.93,0.23227434,0.28120413 +8330,0.92,0.89,0.19797891,0.41259906 +8335,0.91,0.9,0.30758154,0.31260297 +8340,0.91,0.93,0.35104042,0.25073567 +8345,0.91,0.95,0.29051796,0.23129839 +8350,0.93,0.9,0.26647353,0.41233394 +8355,0.92,0.95,0.24848461,0.21641661 +8360,0.93,0.88,0.28850648,0.45487168 +8365,0.93,0.92,0.21984318,0.25986636 +8370,0.93,0.88,0.231581,0.51597536 +8375,0.91,0.93,0.4743203,0.3327323 +8380,0.92,0.96,0.25261292,0.1562 +8385,0.95,0.98,0.16874921,0.08301774 +8390,0.93,0.9,0.2933098,0.30311763 +8395,0.97,0.93,0.1828621,0.19262865 +8400,0.93,0.94,0.19936274,0.21142355 +8405,0.91,0.95,0.2438657,0.2594829 +8410,0.92,0.96,0.39093223,0.13387944 +8415,0.93,0.95,0.2625637,0.20890552 +8420,0.93,0.94,0.23360722,0.18357202 +8425,0.89,0.93,0.43161514,0.2604739 +8430,0.96,0.92,0.15892234,0.19604923 +8435,0.92,0.94,0.2796379,0.22367041 +8440,0.9,0.9,0.2647756,0.32962802 +8445,0.95,0.92,0.17266831,0.2690616 +8450,0.95,0.94,0.1623362,0.24021798 +8455,0.87,0.89,0.43867692,0.34114274 +8460,0.94,0.94,0.14393802,0.19678886 +8465,0.92,0.88,0.5443153,0.4819113 +8470,0.92,0.93,0.3149473,0.26428878 +8475,0.92,0.97,0.29725307,0.13621075 +8480,0.88,0.9,0.3055237,0.3747685 +8485,0.97,0.92,0.15436725,0.29483697 +8490,0.96,0.9,0.14603001,0.35723948 +8495,0.94,0.93,0.29810008,0.36392593 +8500,0.89,0.94,0.28392008,0.19097406 +8505,0.93,0.93,0.20418754,0.25417843 +8510,0.92,0.94,0.28872404,0.27161258 +8515,0.92,0.96,0.2923799,0.1788612 +8520,0.96,0.92,0.18564467,0.45113885 +8525,0.93,0.93,0.3369301,0.3530783 +8530,0.93,0.94,0.3236044,0.22210962 +8535,0.92,0.9,0.24532817,0.30249682 +8540,0.94,0.93,0.151807,0.20709397 +8545,0.9,0.95,0.24230836,0.32417232 +8550,0.92,0.93,0.34578913,0.37733638 +8555,0.94,0.92,0.25777847,0.34368992 +8560,0.89,0.92,0.3730159,0.42479524 +8565,0.94,0.91,0.18110865,0.29686785 +8570,0.92,0.92,0.3214234,0.2769469 +8575,0.96,0.92,0.14810158,0.3568762 +8580,0.92,0.95,0.25287583,0.19686584 +8585,0.88,0.92,0.3334471,0.36210868 +8590,0.92,0.96,0.20975737,0.13824381 +8595,0.91,0.95,0.28412628,0.14790839 +8600,0.93,0.91,0.21822618,0.26156333 +8605,0.95,0.95,0.21133631,0.15754597 +8610,0.89,0.92,0.21875983,0.41452697 +8615,0.99,0.91,0.089812934,0.27846295 +8620,0.92,0.9,0.26640356,0.31257382 +8625,0.92,0.96,0.2669092,0.22724847 +8630,0.92,0.93,0.35820943,0.22847007 +8635,0.9,0.86,0.30458242,0.34024093 +8640,0.95,0.96,0.18678093,0.2038004 +8645,0.92,0.94,0.37394097,0.19843735 +8650,0.97,0.94,0.16274875,0.25306043 +8655,0.94,0.94,0.20950751,0.16774708 +8660,0.94,0.87,0.22695585,0.5691263 +8665,0.91,0.92,0.3088142,0.39485827 +8670,0.94,0.89,0.252115,0.28110677 +8675,0.93,0.98,0.19539157,0.10423285 +8680,0.93,0.91,0.27263623,0.35106674 +8685,0.96,0.95,0.12555476,0.3520739 +8690,0.88,0.91,0.41341168,0.34081748 +8695,0.97,0.9,0.1092345,0.38396797 +8700,0.91,0.9,0.31080705,0.39669046 +8705,0.94,0.91,0.1925866,0.26581958 +8710,0.92,0.95,0.29924715,0.22628567 +8715,0.94,0.92,0.22697201,0.3220514 +8720,0.92,0.92,0.2635851,0.28641206 +8725,0.97,0.96,0.16987976,0.30312163 +8730,0.9,0.97,0.3674615,0.13638993 +8735,0.92,0.95,0.35075074,0.18640131 +8740,0.91,0.89,0.31523645,0.3413481 +8745,0.9,0.94,0.33032525,0.2322722 +8750,0.91,0.91,0.1759829,0.39182845 +8755,0.84,0.91,0.44022334,0.293281 +8760,0.92,0.94,0.3118912,0.23727493 +8765,0.91,0.89,0.2653822,0.26547554 +8770,0.92,0.88,0.27040675,0.37833127 +8775,0.91,0.96,0.25645658,0.18855402 +8780,0.94,0.92,0.17669992,0.25670278 +8785,0.89,0.89,0.37246624,0.33739007 +8790,0.91,0.87,0.22663796,0.37849662 +8795,0.91,0.93,0.20649533,0.2794614 +8800,0.97,0.9,0.17019315,0.3378454 +8805,0.9,0.93,0.23170497,0.22201313 +8810,0.89,0.93,0.3949866,0.24976668 +8815,0.91,0.94,0.3192368,0.14226417 +8820,0.95,0.92,0.1621354,0.15100354 +8825,0.93,0.92,0.38572106,0.31776708 +8830,0.9,0.89,0.28387344,0.4691856 +8835,0.94,0.97,0.261281,0.13699158 +8840,0.95,0.97,0.1676957,0.29416963 +8845,0.96,0.93,0.14381115,0.39865893 +8850,0.96,0.95,0.15975471,0.26971474 +8855,0.93,0.91,0.2065548,0.29630888 +8860,0.94,0.91,0.238286,0.31584123 +8865,0.98,0.93,0.10148819,0.19330524 +8870,0.89,0.91,0.33050317,0.33706462 +8875,0.91,0.96,0.3463342,0.12669544 +8880,0.91,0.91,0.29765728,0.35571685 +8885,0.91,0.91,0.3748896,0.29406425 +8890,0.92,0.95,0.33213443,0.157222 +8895,0.95,0.9,0.18016896,0.37564182 +8900,0.95,0.95,0.17996755,0.16025114 +8905,0.95,0.91,0.19296965,0.4939751 +8910,0.89,0.9,0.27115595,0.37223312 +8915,0.97,0.9,0.14350787,0.28329557 +8920,0.9,0.96,0.33589295,0.17889813 +8925,0.96,0.91,0.16520752,0.39159513 +8930,0.96,0.96,0.14514343,0.16885272 +8935,0.93,0.92,0.19991809,0.31009856 +8940,0.97,0.93,0.103743285,0.25765586 +8945,0.94,0.94,0.21930681,0.19779548 +8950,0.94,0.9,0.5483275,0.4437745 +8955,0.96,0.96,0.21363483,0.14675786 +8960,0.94,0.89,0.22249086,0.39439055 +8965,0.92,0.92,0.29794213,0.2494362 +8970,0.93,0.85,0.32939622,0.42753255 +8975,0.93,0.88,0.19669333,0.35459527 +8980,0.95,0.94,0.18388319,0.2357152 +8985,0.9,0.88,0.29555503,0.32766426 +8990,0.97,0.9,0.13665591,0.2606465 +8995,0.93,0.91,0.21885572,0.39472377 +9000,0.92,0.92,0.21520333,0.3045813 +9005,0.89,0.91,0.3920078,0.339935 +9010,0.95,0.94,0.12632258,0.25447193 +9015,0.94,0.87,0.16969,0.45335332 +9020,0.9,0.94,0.25041854,0.26355514 +9025,0.94,0.88,0.22827907,0.24594086 +9030,0.92,0.91,0.33703023,0.24895306 +9035,0.96,0.87,0.24487013,0.5346505 +9040,0.92,0.89,0.42710105,0.3952492 +9045,0.94,0.92,0.1979633,0.18007408 +9050,0.93,0.94,0.28194353,0.23430768 +9055,0.94,0.93,0.23192744,0.2341953 +9060,0.96,0.91,0.19035701,0.29904458 +9065,0.9,0.96,0.44647908,0.11811322 +9070,0.92,0.94,0.21849914,0.23402576 +9075,0.92,0.95,0.1880905,0.19637634 +9080,0.91,0.91,0.33579934,0.48355484 +9085,0.95,0.85,0.1790464,0.307971 +9090,0.96,0.92,0.15329213,0.2586844 +9095,0.94,0.93,0.21493986,0.33135512 +9100,0.93,0.89,0.32750127,0.44759408 +9105,0.92,0.92,0.2552996,0.20685822 +9110,0.95,0.91,0.27032077,0.24283887 +9115,0.96,0.97,0.14682226,0.22560315 +9120,0.96,0.89,0.18470894,0.37480003 +9125,0.93,0.91,0.30768418,0.34877068 +9130,0.9,0.92,0.2622731,0.33397812 +9135,0.9,0.95,0.29678264,0.18818624 +9140,0.91,0.94,0.34696302,0.21721111 +9145,0.93,0.93,0.28333485,0.22893463 +9150,0.92,0.88,0.3641397,0.47349468 +9155,0.9,0.96,0.3041487,0.276928 +9160,0.93,0.92,0.31912154,0.2736983 +9165,0.94,0.93,0.17618594,0.4382984 +9170,0.96,0.97,0.1660202,0.12073061 +9175,0.91,0.87,0.29595262,0.34183934 +9180,0.9,0.96,0.35573015,0.19142486 +9185,0.94,0.89,0.349953,0.30181944 +9190,0.92,0.93,0.3263627,0.22384314 +9195,0.94,0.95,0.37150693,0.1824287 +9200,0.95,0.93,0.19539759,0.283926 +9205,0.93,0.98,0.23472017,0.10160303 +9210,0.97,0.91,0.13621575,0.35270828 +9215,0.9,0.92,0.278714,0.4051605 +9220,0.96,0.88,0.12753488,0.48337036 +9225,0.88,0.92,0.4133069,0.31371802 +9230,0.92,0.91,0.2696708,0.42602453 +9235,0.92,0.96,0.35467434,0.147408 +9240,0.93,0.93,0.16963033,0.26494682 +9245,0.87,0.97,0.31682926,0.14087242 +9250,0.89,0.94,0.32235417,0.30670288 +9255,0.92,0.97,0.20760888,0.16154228 +9260,0.96,0.96,0.18491131,0.15534177 +9265,0.9,0.91,0.30321813,0.32766464 +9270,0.94,0.92,0.26352838,0.34269178 +9275,0.92,0.92,0.21719448,0.32812405 +9280,0.96,0.96,0.20453636,0.15614678 +9285,0.92,0.94,0.42546308,0.31651133 +9290,0.92,0.93,0.17712271,0.17971048 +9295,0.88,0.94,0.30729,0.20116328 +9300,0.93,0.89,0.2893633,0.28104568 +9305,0.95,0.96,0.14590898,0.26903638 +9310,0.95,0.95,0.14675674,0.19972625 +9315,0.9,0.94,0.35990006,0.22370906 +9320,0.94,0.95,0.24189024,0.19953436 +9325,0.95,0.94,0.22749865,0.2972946 +9330,0.96,0.94,0.15945269,0.22249837 +9335,0.94,0.96,0.16377938,0.12318449 +9340,0.95,0.92,0.17366819,0.22999492 +9345,0.96,0.94,0.17784096,0.3028056 +9350,0.94,0.9,0.24236956,0.40291268 +9355,0.92,0.93,0.2573883,0.31378707 +9360,0.92,0.91,0.44135007,0.27814975 +9365,0.92,0.94,0.2347904,0.30439097 +9370,0.95,0.95,0.23823556,0.19669159 +9375,0.96,0.95,0.15292679,0.1954275 +9380,0.92,0.93,0.26109782,0.24256828 +9385,0.92,0.95,0.24986239,0.21451202 +9390,0.9,0.88,0.3710743,0.2946002 +9395,0.94,0.96,0.16146134,0.20938636 +9400,0.92,0.96,0.1945625,0.17032187 +9405,0.89,0.93,0.38066423,0.21661969 +9410,0.94,0.92,0.23706704,0.27424666 +9415,0.96,0.93,0.1590733,0.3043629 +9420,0.9,0.92,0.26570895,0.29808307 +9425,0.95,0.95,0.16270895,0.21073076 +9430,0.96,0.93,0.32676905,0.2525233 +9435,0.93,0.96,0.28207815,0.12218222 +9440,0.89,0.91,0.47391343,0.25897017 +9445,0.9,0.93,0.23281395,0.18049556 +9450,0.89,0.93,0.37834933,0.23012877 +9455,0.95,0.91,0.21815687,0.450701 +9460,0.93,0.89,0.2837834,0.36189643 +9465,0.96,0.92,0.09091047,0.40165496 +9470,0.96,0.93,0.2852077,0.18306376 +9475,0.92,0.95,0.20138142,0.15325621 +9480,0.95,0.96,0.17658131,0.13821007 +9485,0.93,0.94,0.17725174,0.21151863 +9490,0.92,0.94,0.21605554,0.32451236 +9495,0.93,0.86,0.256345,0.33669713 +9500,0.93,0.93,0.2989293,0.1835494 +9505,0.95,0.88,0.21010445,0.4158698 +9510,0.88,0.91,0.40250668,0.2590388 +9515,0.9,0.95,0.3105983,0.19735505 +9520,0.94,0.9,0.1794757,0.2926282 +9525,0.94,0.92,0.23409477,0.36775675 +9530,0.95,0.96,0.16809343,0.28623202 +9535,0.91,0.92,0.25316998,0.31584918 +9540,0.94,0.91,0.19379623,0.26869783 +9545,0.93,0.92,0.20280495,0.33479536 +9550,0.9,0.95,0.30135927,0.19890313 +9555,0.94,0.96,0.2174706,0.27385134 +9560,0.94,0.89,0.22367376,0.30916774 +9565,0.91,0.98,0.3046955,0.10093089 +9570,0.93,0.95,0.2923681,0.13098107 +9575,0.96,0.89,0.23831898,0.38218918 +9580,0.93,0.91,0.22389705,0.39954108 +9585,0.89,0.91,0.3492156,0.22876856 +9590,0.93,0.96,0.24696784,0.23669624 +9595,0.89,0.89,0.30317473,0.28284976 +9600,0.89,0.93,0.3440639,0.2593809 +9605,0.95,0.91,0.17410055,0.2880821 +9610,0.94,0.95,0.18104415,0.16281883 +9615,0.96,0.95,0.20127584,0.23060381 +9620,0.94,0.93,0.1617396,0.23048444 +9625,0.96,0.92,0.15945952,0.41236112 +9630,0.91,0.95,0.3595612,0.21764863 +9635,0.96,0.97,0.34048897,0.13251689 +9640,0.94,0.95,0.23792742,0.21103582 +9645,0.89,0.88,0.2239459,0.5644314 +9650,0.94,0.93,0.27329382,0.38587356 +9655,0.92,0.92,0.33871844,0.2897669 +9660,0.94,0.93,0.2556843,0.24370293 +9665,0.9,0.95,0.27464488,0.17321418 +9670,0.94,0.91,0.2215715,0.27660534 +9675,0.94,0.93,0.24128725,0.37352496 +9680,0.92,0.93,0.1973357,0.19452403 +9685,0.95,0.95,0.23240994,0.19138375 +9690,0.93,0.94,0.22083414,0.18764292 +9695,0.92,0.92,0.2411536,0.255399 +9700,0.88,0.97,0.3213239,0.14107071 +9705,0.95,0.94,0.14960018,0.24991289 +9710,0.96,0.92,0.17316839,0.28139997 +9715,0.98,0.91,0.109634034,0.17684262 +9720,0.9,0.95,0.30942166,0.1894042 +9725,0.91,0.96,0.2577739,0.0832903 +9730,0.94,0.87,0.17655018,0.553669 +9735,0.89,0.95,0.40907168,0.23940234 +9740,0.93,0.91,0.33288014,0.18874119 +9745,0.95,0.95,0.14482899,0.2821773 +9750,0.92,0.94,0.2796412,0.15757926 +9755,0.94,0.87,0.2948695,0.45513368 +9760,0.9,0.89,0.51298875,0.41864112 +9765,0.91,0.92,0.33958867,0.3485664 +9770,0.9,0.9,0.51201355,0.27947357 +9775,0.92,0.95,0.23796305,0.16044621 +9780,0.96,0.91,0.118070595,0.34215692 +9785,0.92,0.96,0.23459455,0.16019878 +9790,0.93,0.93,0.18556681,0.3268677 +9795,0.91,0.95,0.3098531,0.21695997 +9800,0.91,0.94,0.26062366,0.35731462 +9805,0.93,0.94,0.20573609,0.19006206 +9810,0.93,0.9,0.23402263,0.28355017 +9815,0.94,0.93,0.24399145,0.32104242 +9820,0.93,0.87,0.27949366,0.39402977 +9825,0.92,0.91,0.27058592,0.36742127 +9830,0.92,0.95,0.41300035,0.33435348 +9835,0.93,0.93,0.23391098,0.25813493 +9840,0.9,0.93,0.27972585,0.1956934 +9845,0.95,0.93,0.27891913,0.23293221 +9850,0.94,0.9,0.23436633,0.41374454 +9855,0.96,0.88,0.22066316,0.4644304 +9860,0.91,0.98,0.28959352,0.08830827 +9865,0.94,0.89,0.17840885,0.27519867 +9870,0.9,0.95,0.3743204,0.15754214 +9875,0.96,0.94,0.2839492,0.19464107 +9880,0.93,0.91,0.2670074,0.33064908 +9885,0.96,0.93,0.16010518,0.32129565 +9890,0.94,0.94,0.33287644,0.19553679 +9895,0.94,0.93,0.21403107,0.31883448 +9900,0.92,0.92,0.2779392,0.1882545 +9905,0.93,0.94,0.2477081,0.3110135 +9910,0.96,0.9,0.1771619,0.3040936 +9915,0.94,0.96,0.224543,0.12830585 +9920,0.96,0.92,0.16136585,0.4715323 +9925,0.91,0.94,0.2620943,0.24069692 +9930,0.95,0.92,0.33045137,0.2495614 +9935,0.94,0.88,0.22392027,0.5257539 +9940,0.88,0.91,0.3612806,0.22242264 +9945,0.95,0.95,0.2041388,0.13138357 +9950,0.95,0.94,0.22256564,0.23934005 +9955,0.94,0.97,0.2569422,0.15850884 +9960,0.95,0.93,0.2863017,0.22766672 +9965,0.96,0.93,0.12834711,0.40196723 +9970,0.92,0.91,0.18255927,0.3014468 +9975,0.94,0.95,0.26298642,0.17726989 +9980,0.92,0.95,0.23386738,0.114657775 +9985,0.94,0.91,0.20600182,0.27931598 +9990,0.96,0.97,0.16117547,0.13986292 +9995,0.92,0.95,0.35542497,0.17550986 diff --git a/apps/dash-live-model-training/demo.md b/apps/dash-live-model-training/demo.md new file mode 100644 index 000000000..3a3cd188f --- /dev/null +++ b/apps/dash-live-model-training/demo.md @@ -0,0 +1,38 @@ +## Getting Started With the Demo + +The purpose of this demo is to show what can be done with the Viewer. Therefore, the trainings shown above are displayed using pre-generated data. To try with your own data, please visit the [project repo](https://github.com/plotly/dash-sample-apps/tree/master/apps/dash-live-model-training). + +To use the demo, simply choose the model and dataset for which you want to replay the training, **using the two dropdown menus at the top of the page**. For every dataset, we trained a simple 1-layer Neural Network, and a small Convolutional Neural Network that were taken from the official [Tensorflow](https://www.tensorflow.org/tutorials/layers) and [Keras](https://github.com/keras-team/keras/blob/master/examples/cifar10_cnn.py) tutorials. + +At the moment, the following datasets have been pre-generated: + +- **CIFAR10:** 50,000 RGB images of size 32x32. It contains 10 common objects. [Link](https://www.cs.toronto.edu/~kriz/cifar.html) +- **MNIST:** 60,000 grayscale images of size 28x28. It contains handwritten digits from 0 to 9. [Link](http://yann.lecun.com/exdb/mnist/) +- **Fashion MNIST:** 60,000 grayscale images of size 28x28. It contains 10 commonly found fashion items. [Link](https://github.com/zalandoresearch/fashion-mnist) + +## What am I looking at? + +The two plots, updated at the interval of your choice, shows two important metrics for training Machine Learning classifiers, i.e. Accuracy and Cross Entropy Loss. Because we feed small mini-batches of 50 examples for every iteration, you will see a lot of variation along the y-axis, which can be made smoother using the sliders. + +Accuracy is the fraction of labels correctly classified inside the mini-batch currently used to train/validate the model. In our case, given that each dataset has 10 different labels, an accuracy of 0.1 is equivalent to a random guess, and an accuracy of 1 means the model correctly predicted every single label. + +Cross Entropy Loss is the value that you are trying to minimize with your model. It basically indicates how far off our model is from predicting the correct label every time. It is described more in depth in the [Tensorflow Tutorial](https://www.tensorflow.org/versions/r1.0/get_started/mnist/beginners#training). + +## What does the app do? + +For the majority of Deep Learning models, it is extremely helpful to keep track of the accuracy and loss as it is training. At the moment, the best application to do that is [Tensorboard](https://www.tensorflow.org/programmers_guide/summaries_and_tensorboard), which is a collection of visualization tools (metrics plots, image examples, graph representation, weight histogram, etc.) useful to debug and monitor the training of your model. + +_Dash's Live Model Training Viewer_ is a compact visualization app that monitors core metrics of your **Tensorflow model** during training. It complements the Tensorboard by offering the following: + +- **Real-time visualization**: The app is designed to visualize your metrics as they are updated inside your model. +- **Small and Lightweight**: The viewer loads a small number of important visualization, so that it loads and runs quickly. +- **Simple to use**: For simpler tensorflow models, all you need to do is to call `add_eval` to add the accuracy and cross entropy operations in the graph, and generate a log of the metrics using `write_data`. Both functions are inside `tfutils.py`, and examples are included in the `examples` directory. +- **Easy to modify**: The app is stored inside one module, and is written in under 400 lines. You can quickly modify and improve the app without breaking anything. +- **Plotly Graphs and Dash Integration**: Easily integrate the app into more complex Dash Apps, and includes all the tools found in Plotly graphs. + +Here is a flowchart of the process from model training to visualization: +![flowchart](https://raw.githubusercontent.com/plotly/dash-live-model-training/master/images/flowchart.png) + +At the moment, the logging only works for iterative Tensorflow models. We are planning to extend it for PyTorch. You are encouraged to port the logging function (which is a simple csv logging) to Keras, Tensorflow's high-level API, MXNet, etc. + +You can find the code for the app, and examples of using the app in the [repository](https://github.com/plotly/dash-sample-apps). diff --git a/apps/dash-live-model-training/demo_utils.py b/apps/dash-live-model-training/demo_utils.py new file mode 100644 index 000000000..eae7f8aad --- /dev/null +++ b/apps/dash-live-model-training/demo_utils.py @@ -0,0 +1,111 @@ +import dash_core_components as dcc +import dash_html_components as html +import pandas as pd +from dash.dependencies import Input, Output, State +import pathlib + +# get relative data folder +PATH = pathlib.Path(__file__).parent +DATA_PATH = PATH.joinpath("data").resolve() + + +def demo_explanation(demo_mode): + if demo_mode: + # Markdown files + with open(PATH.joinpath("demo.md"), "r") as file: + demo_md = file.read() + + return html.Div( + html.Div([dcc.Markdown(demo_md, className="markdown")]), + style={"margin": "10px"}, + ) + + +def demo_callbacks(app, demo_mode): + if demo_mode: + + @app.server.before_first_request + def load_demo_run_logs(): + global data_dict, demo_md + + names = [ + "step", + "train accuracy", + "val accuracy", + "train cross entropy", + "val cross entropy", + ] + + data_dict = { + "softmax": { + "cifar": pd.read_csv( + DATA_PATH.joinpath("cifar_softmax_run_log.csv"), names=names + ), + "mnist": pd.read_csv( + DATA_PATH.joinpath("mnist_softmax_run_log.csv"), names=names + ), + "fashion": pd.read_csv( + DATA_PATH.joinpath("fashion_softmax_run_log.csv"), names=names + ), + }, + "cnn": { + "cifar": pd.read_csv( + DATA_PATH.joinpath("cifar_cnn_run_log.csv"), names=names + ), + "mnist": pd.read_csv( + DATA_PATH.joinpath("mnist_cnn_run_log.csv"), names=names + ), + "fashion": pd.read_csv( + DATA_PATH.joinpath("fashion_cnn_run_log.csv"), names=names + ), + }, + } + + @app.callback( + Output("storage-simulated-run", "data"), + [Input("interval-simulated-step", "n_intervals")], + [ + State("dropdown-demo-dataset", "value"), + State("dropdown-simulation-model", "value"), + ], + ) + def simulate_run(n_intervals, demo_dataset, simulation_model): + if simulation_model and demo_dataset and n_intervals > 0: + step = n_intervals * 5 + run_logs = data_dict[simulation_model][demo_dataset] + + run_below_steps = run_logs[run_logs["step"] <= step] + json = run_below_steps.to_json(orient="split") + + return json + + @app.callback( + Output("interval-simulated-step", "n_intervals"), + [ + Input("dropdown-demo-dataset", "value"), + Input("dropdown-simulation-model", "value"), + ], + ) + def reset_interval_simulated_step(*_): + return 0 + + @app.callback( + Output("run-log-storage", "data"), + [Input("interval-log-update", "n_intervals")], + [State("storage-simulated-run", "data")], + ) + def get_run_log(_, simulated_run): + if simulate_run: + return simulated_run + + @app.callback( + Output("div-total-step-count", "children"), + [Input("dropdown-demo-dataset", "value")], + ) + def total_step_count(dataset_name): + if dataset_name is not None: + dataset = data_dict["softmax"][dataset_name] + return html.H6( + f"Total Steps: {dataset['step'].iloc[-1]}", + style={"margin-top": "3px", "float": "right"}, + ) diff --git a/apps/dash-live-model-training/examples/cifar_deep_modified.py b/apps/dash-live-model-training/examples/cifar_deep_modified.py new file mode 100644 index 000000000..3da1abb72 --- /dev/null +++ b/apps/dash-live-model-training/examples/cifar_deep_modified.py @@ -0,0 +1,223 @@ +# Copyright 2015 The TensorFlow Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# ============================================================================== + +"""A deep CIFAR10 classifier using convolutional layers. + +Code taken from the official tensorflow guide: +https://www.tensorflow.org/get_started/mnist/pros + +The architecture comes from Keras CIFAR10 CNN example: +https://github.com/keras-team/keras/blob/master/examples/cifar10_cnn.py + + +""" +# Disable linter warnings to maintain consistency with tutorial. +# pylint: disable=invalid-name +# pylint: disable=g-bad-import-order + +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function + +import argparse +import sys + +import tensorflow as tf +from tensorflow.examples.tutorials.mnist import input_data + +# Modified Import +import numpy as np +from sklearn.model_selection import train_test_split +from skimage.transform import rescale +from skimage import color +from tfutils import write_data +from sklearn.preprocessing import OneHotEncoder + +FLAGS = None + + +def deepnn(x): + """deepnn builds the graph for a deep net for classifying digits. + + Args: + x: an input tensor with the dimensions (N_examples, 784), where 784 is the + number of pixels in a standard MNIST image. + + Returns: + A tuple (y, keep_prob). y is a tensor of shape (N_examples, 10), with values + equal to the logits of classifying the digit into one of 10 classes (the + digits 0-9). keep_prob is a scalar placeholder for the probability of + dropout. + """ + # Reshape to use within a convolutional neural net. + # Last dimension is for "features" - there is three here, since images are + # rgb -- it would be 1 for a grayscale image, 4 for RGBA, etc. + x_image = tf.reshape(x, [-1, 32, 32, 3]) + + # Convolutional layers 1 and 2 - maps 3-color image to 32 feature maps. + W_conv1 = weight_variable([3, 3, 3, 32]) # 3x3 filters + b_conv1 = bias_variable([32]) + h_conv1 = tf.nn.relu(conv2d(x_image, W_conv1) + b_conv1) + + W_conv2 = weight_variable([3, 3, 32, 32]) + b_conv2 = bias_variable([32]) + h_conv2 = tf.nn.relu(conv2d(h_conv1, W_conv2) + b_conv2) + + # Pooling layer - downsamples by 2X. + h_pool2 = max_pool_2x2(h_conv2) + + # Dropout + h_pool2_drop = tf.nn.dropout(h_pool2, 0.75) + + # Convolutional layers 3 and 4 - maps 32 feature maps to 64. + W_conv3 = weight_variable([3, 3, 32, 64]) # 3x3 filters + b_conv3 = bias_variable([64]) + h_conv3 = tf.nn.relu(conv2d(h_pool2_drop, W_conv3) + b_conv3) + + W_conv4 = weight_variable([3, 3, 64, 64]) # 3x3 filters + b_conv4 = bias_variable([64]) + h_conv4 = tf.nn.relu(conv2d(h_conv3, W_conv4) + b_conv4) + + # Second pooling layer. + h_pool4 = max_pool_2x2(h_conv4) + + # Dropout + h_pool4_drop = tf.nn.dropout(h_pool4, 0.75) + + # Fully connected layer 1 -- after 2 round of downsampling, our 32x32 image + # is down to 8x8x64 feature maps -- maps this to 512 features. + W_fc1 = weight_variable([8 * 8 * 64, 512]) + b_fc1 = bias_variable([512]) + + h_pool4_flat = tf.reshape(h_pool4_drop, [-1, 8 * 8 * 64]) + h_fc1 = tf.nn.relu(tf.matmul(h_pool4_flat, W_fc1) + b_fc1) + + # Dropout - controls the complexity of the model, prevents co-adaptation of + # features. + keep_prob = tf.placeholder(tf.float32) + h_fc1_drop = tf.nn.dropout(h_fc1, keep_prob) + + # Map the 512 features to 10 classes, one for each digit + W_fc2 = weight_variable([512, 10]) + b_fc2 = bias_variable([10]) + + y_conv = tf.matmul(h_fc1_drop, W_fc2) + b_fc2 + return y_conv, keep_prob + + +def conv2d(x, W): + """conv2d returns a 2d convolution layer with full stride.""" + return tf.nn.conv2d(x, W, strides=[1, 1, 1, 1], padding="SAME") + + +def max_pool_2x2(x): + """max_pool_2x2 downsamples a feature map by 2X.""" + return tf.nn.max_pool(x, ksize=[1, 2, 2, 1], strides=[1, 2, 2, 1], padding="SAME") + + +def weight_variable(shape): + """weight_variable generates a weight variable of a given shape.""" + initial = tf.truncated_normal(shape, stddev=0.1) + return tf.Variable(initial) + + +def bias_variable(shape): + """bias_variable generates a bias variable of a given shape.""" + initial = tf.constant(0.1, shape=shape) + return tf.Variable(initial) + + +def main(_): + # Import data + print("Starting to generate CIFAR10 images.") + (x_train, y_train), (x_test, y_test) = tf.keras.datasets.cifar10.load_data() + x_train = np.moveaxis(x_train, 1, 3) / 255.0 # Normalize values + x_train_vec = x_train.reshape(50000, -1) + + x_test = np.moveaxis(x_test, 1, 3) / 255.0 # Normalize values + x_test_vec = x_test.reshape(10000, -1) + + X_train, X_val, y_train, y_val = train_test_split( + x_train_vec, y_train, test_size=0.1, random_state=42 + ) + print("Finished generating CIFAR10 images.") + + # Create the model + x = tf.placeholder(tf.float32, [None, 32 * 32 * 3]) + + # Define loss and optimizer + y_ = tf.placeholder(tf.float32, [None, 10]) + + # Build the graph for the deep net + y_conv, keep_prob = deepnn(x) + + cross_entropy = tf.reduce_mean( + tf.nn.softmax_cross_entropy_with_logits_v2(labels=y_, logits=y_conv) + ) + train_step = tf.train.AdamOptimizer(1e-4).minimize( + cross_entropy + ) # RMS is used in keras example, Adam is better + correct_prediction = tf.equal(tf.argmax(y_conv, 1), tf.argmax(y_, 1)) + accuracy = tf.reduce_mean(tf.cast(correct_prediction, tf.float32)) + + with tf.Session() as sess: + y_train = OneHotEncoder(sparse=False).fit_transform(y_train) + y_val = OneHotEncoder(sparse=False).fit_transform(y_val) + + sess.run(tf.global_variables_initializer()) + for i in range(20001): + start_train = i * 50 % y_train.shape[0] + end_train = start_train + 50 + + start_val = i * 50 % y_val.shape[0] + end_val = start_val + 50 + + batch = (X_train[start_train:end_train], y_train[start_train:end_train]) + batch_val = (X_val[start_val:end_val], y_val[start_val:end_val]) + + feed_dict_train = {x: batch[0], y_: batch[1], keep_prob: 1.0} + feed_dict_val = {x: batch_val[0], y_: batch_val[1], keep_prob: 1.0} + # Writes data into run log csv file + write_data( + accuracy=accuracy, + cross_entropy=cross_entropy, + feed_dict_train=feed_dict_train, + feed_dict_val=feed_dict_val, + step=i, + ) + + if i % 100 == 0: + train_accuracy = accuracy.eval( + feed_dict={x: batch[0], y_: batch[1], keep_prob: 1.0} + ) + print("step %d, training accuracy %g" % (i, train_accuracy)) + train_step.run(feed_dict={x: batch[0], y_: batch[1], keep_prob: 0.5}) + + print( + "test accuracy %g" + % accuracy.eval(feed_dict={x: x_test_vec, y_: y_test, keep_prob: 1.0}) + ) + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument( + "--data_dir", + type=str, + default="/tmp/tensorflow/mnist/input_data", + help="Directory for storing input data", + ) + FLAGS, unparsed = parser.parse_known_args() + tf.app.run(main=main, argv=[sys.argv[0]] + unparsed) diff --git a/apps/dash-live-model-training/examples/cifar_softmax_modified.py b/apps/dash-live-model-training/examples/cifar_softmax_modified.py new file mode 100644 index 000000000..ae724e9ee --- /dev/null +++ b/apps/dash-live-model-training/examples/cifar_softmax_modified.py @@ -0,0 +1,128 @@ +# Copyright 2015 The TensorFlow Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# ============================================================================== +"""A very simple CIFAR10 classifier. + +This code was modified from the MNIST beginner tutorial found here: +https://www.tensorflow.org/get_started/mnist/beginners + +Accuracy on test set is 26.74%. Simple ConvNet models can achieve over 70% accuracy: +https://github.com/keras-team/keras/blob/master/examples/cifar10_cnn.py + +Whether the low accuracy is caused by an error or the simplicity of the classifier is unknown. It is encouraged to +report errors within this code. +""" +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function + +import argparse +import sys + +import tensorflow as tf +from tensorflow.examples.tutorials.mnist import input_data + +# Custom Imports +import numpy as np +from sklearn.model_selection import train_test_split +from skimage.transform import rescale +from skimage import color +from tfutils import add_eval, write_data + +FLAGS = None + + +def main(_): + # Import data + print("Starting to generate CIFAR10 images.") + (x_train, y_train), (x_test, y_test) = tf.keras.datasets.cifar10.load_data() + x_train = np.moveaxis(x_train, 1, 3) / 255.0 # Normalize values + x_train_vec = x_train.reshape(50000, -1) + + y_train = np.squeeze(y_train) + y_test = np.squeeze(y_test) + + x_test = np.moveaxis(x_test, 1, 3) / 255.0 # Normalize values + x_test_vec = x_test.reshape(10000, -1) + + X_train, X_val, y_train, y_val = train_test_split( + x_train_vec, y_train, test_size=0.1, random_state=42 + ) + print("Finished generating CIFAR10 images.") + + # Create the model + x = tf.placeholder(tf.float32, [None, 3 * 32 * 32]) + W = tf.Variable(tf.zeros([3 * 32 * 32, 10])) + b = tf.Variable(tf.zeros([10])) + y = tf.matmul(x, W) + b + + # Define loss and optimizer + y_ = tf.placeholder(tf.int64, [None]) + + # The raw formulation of cross-entropy, + # + # tf.reduce_mean(-tf.reduce_sum(y_ * tf.log(tf.nn.softmax(y)), + # reduction_indices=[1])) + # + # can be numerically unstable. + # + # So here we use tf.losses.sparse_softmax_cross_entropy on the raw + # outputs of 'y', and then average across the batch. + cross_entropy = tf.losses.sparse_softmax_cross_entropy(labels=y_, logits=y) + train_step = tf.train.GradientDescentOptimizer(0.5).minimize(cross_entropy) + + # Add accuracy and cross entropy to the graph using util function + accuracy, cross_entropy = add_eval(y, y_) + + sess = tf.InteractiveSession() + tf.global_variables_initializer().run() + # Train + for i in range(20001): + start_train = i * 100 % y_train.shape[0] + end_train = start_train + 100 + + start_val = i * 100 % y_val.shape[0] + end_val = start_val + 100 + + batch = (X_train[start_train:end_train], y_train[start_train:end_train]) + batch_val = (X_val[start_val:end_val], y_val[start_val:end_val]) + + feed_dict_train = {x: batch[0], y_: batch[1]} + feed_dict_val = {x: batch_val[0], y_: batch_val[1]} + # Writes data into run log csv file + write_data( + accuracy=accuracy, + cross_entropy=cross_entropy, + feed_dict_train=feed_dict_train, + feed_dict_val=feed_dict_val, + step=i, + ) + sess.run(train_step, feed_dict={x: batch[0], y_: batch[1]}) + + # Test trained model + correct_prediction = tf.equal(tf.argmax(y, 1), y_) + accuracy = tf.reduce_mean(tf.cast(correct_prediction, tf.float32)) + print(sess.run(accuracy, feed_dict={x: x_test_vec, y_: y_test})) + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument( + "--data_dir", + type=str, + default="/tmp/tensorflow/mnist/input_data", + help="Directory for storing input data", + ) + FLAGS, unparsed = parser.parse_known_args() + tf.app.run(main=main, argv=[sys.argv[0]] + unparsed) diff --git a/apps/dash-live-model-training/examples/mnist_deep_modified.py b/apps/dash-live-model-training/examples/mnist_deep_modified.py new file mode 100644 index 000000000..31fe47170 --- /dev/null +++ b/apps/dash-live-model-training/examples/mnist_deep_modified.py @@ -0,0 +1,189 @@ +# Copyright 2015 The TensorFlow Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# ============================================================================== + +"""A deep MNIST classifier using convolutional layers. + +See extensive documentation at +https://www.tensorflow.org/get_started/mnist/pros +""" +# Disable linter warnings to maintain consistency with tutorial. +# pylint: disable=invalid-name +# pylint: disable=g-bad-import-order + +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function + +import argparse +import sys + +import tensorflow as tf +from tensorflow.examples.tutorials.mnist import input_data + +# Modified Import +from tfutils import write_data + +FLAGS = None +DATA = "MNIST" + + +def deepnn(x): + """deepnn builds the graph for a deep net for classifying digits. + + Args: + x: an input tensor with the dimensions (N_examples, 784), where 784 is the + number of pixels in a standard MNIST image. + + Returns: + A tuple (y, keep_prob). y is a tensor of shape (N_examples, 10), with values + equal to the logits of classifying the digit into one of 10 classes (the + digits 0-9). keep_prob is a scalar placeholder for the probability of + dropout. + """ + # Reshape to use within a convolutional neural net. + # Last dimension is for "features" - there is only one here, since images are + # grayscale -- it would be 3 for an RGB image, 4 for RGBA, etc. + x_image = tf.reshape(x, [-1, 28, 28, 1]) + + # First convolutional layer - maps one grayscale image to 32 feature maps. + W_conv1 = weight_variable([5, 5, 1, 32]) + b_conv1 = bias_variable([32]) + h_conv1 = tf.nn.relu(conv2d(x_image, W_conv1) + b_conv1) + + # Pooling layer - downsamples by 2X. + h_pool1 = max_pool_2x2(h_conv1) + + # Second convolutional layer -- maps 32 feature maps to 64. + W_conv2 = weight_variable([5, 5, 32, 64]) + b_conv2 = bias_variable([64]) + h_conv2 = tf.nn.relu(conv2d(h_pool1, W_conv2) + b_conv2) + + # Second pooling layer. + h_pool2 = max_pool_2x2(h_conv2) + + # Fully connected layer 1 -- after 2 round of downsampling, our 28x28 image + # is down to 7x7x64 feature maps -- maps this to 1024 features. + W_fc1 = weight_variable([7 * 7 * 64, 1024]) + b_fc1 = bias_variable([1024]) + + h_pool2_flat = tf.reshape(h_pool2, [-1, 7 * 7 * 64]) + h_fc1 = tf.nn.relu(tf.matmul(h_pool2_flat, W_fc1) + b_fc1) + + # Dropout - controls the complexity of the model, prevents co-adaptation of + # features. + keep_prob = tf.placeholder(tf.float32) + h_fc1_drop = tf.nn.dropout(h_fc1, keep_prob) + + # Map the 1024 features to 10 classes, one for each digit + W_fc2 = weight_variable([1024, 10]) + b_fc2 = bias_variable([10]) + + y_conv = tf.matmul(h_fc1_drop, W_fc2) + b_fc2 + return y_conv, keep_prob + + +def conv2d(x, W): + """conv2d returns a 2d convolution layer with full stride.""" + return tf.nn.conv2d(x, W, strides=[1, 1, 1, 1], padding="SAME") + + +def max_pool_2x2(x): + """max_pool_2x2 downsamples a feature map by 2X.""" + return tf.nn.max_pool(x, ksize=[1, 2, 2, 1], strides=[1, 2, 2, 1], padding="SAME") + + +def weight_variable(shape): + """weight_variable generates a weight variable of a given shape.""" + initial = tf.truncated_normal(shape, stddev=0.1) + return tf.Variable(initial) + + +def bias_variable(shape): + """bias_variable generates a bias variable of a given shape.""" + initial = tf.constant(0.1, shape=shape) + return tf.Variable(initial) + + +def main(_): + # Import data + if DATA == "MNIST": + mnist = input_data.read_data_sets(FLAGS.data_dir, one_hot=True) + elif DATA == "FASHION": + mnist = input_data.read_data_sets( + "data/fashion", + source_url="http://fashion-mnist.s3-website.eu-central-1.amazonaws.com/", + one_hot=True, + ) + + # Create the model + x = tf.placeholder(tf.float32, [None, 784]) + + # Define loss and optimizer + y_ = tf.placeholder(tf.float32, [None, 10]) + + # Build the graph for the deep net + y_conv, keep_prob = deepnn(x) + + cross_entropy = tf.reduce_mean( + tf.nn.softmax_cross_entropy_with_logits(labels=y_, logits=y_conv) + ) + train_step = tf.train.AdamOptimizer(1e-4).minimize(cross_entropy) + correct_prediction = tf.equal(tf.argmax(y_conv, 1), tf.argmax(y_, 1)) + accuracy = tf.reduce_mean(tf.cast(correct_prediction, tf.float32)) + + with tf.Session() as sess: + sess.run(tf.global_variables_initializer()) + for i in range(10001): + batch = mnist.train.next_batch(50) + + ################################## MODIFIED CODE BELOW ################################## + batch_val = mnist.validation.next_batch(50) + feed_dict_train = {x: batch[0], y_: batch[1], keep_prob: 1.0} + feed_dict_val = {x: batch_val[0], y_: batch_val[1], keep_prob: 1.0} + # Writes data into run log csv file + write_data( + accuracy=accuracy, + cross_entropy=cross_entropy, + feed_dict_train=feed_dict_train, + feed_dict_val=feed_dict_val, + step=i, + ) + ################################## MODIFIED CODE ABOVE ################################## + + if i % 100 == 0: + train_accuracy = accuracy.eval( + feed_dict={x: batch[0], y_: batch[1], keep_prob: 1.0} + ) + print("step %d, training accuracy %g" % (i, train_accuracy)) + train_step.run(feed_dict={x: batch[0], y_: batch[1], keep_prob: 0.5}) + + print( + "test accuracy %g" + % accuracy.eval( + feed_dict={x: mnist.test.images, y_: mnist.test.labels, keep_prob: 1.0} + ) + ) + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument( + "--data_dir", + type=str, + default="/tmp/tensorflow/mnist/input_data", + help="Directory for storing input data", + ) + FLAGS, unparsed = parser.parse_known_args() + tf.app.run(main=main, argv=[sys.argv[0]] + unparsed) diff --git a/apps/dash-live-model-training/examples/mnist_softmax_modified.py b/apps/dash-live-model-training/examples/mnist_softmax_modified.py new file mode 100644 index 000000000..004537664 --- /dev/null +++ b/apps/dash-live-model-training/examples/mnist_softmax_modified.py @@ -0,0 +1,108 @@ +# Copyright 2015 The TensorFlow Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# ============================================================================== +"""A very simple MNIST classifier. + +See extensive documentation at +https://www.tensorflow.org/get_started/mnist/beginners +""" +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function + +import argparse +import sys + +import tensorflow as tf +from tensorflow.examples.tutorials.mnist import input_data + +from tfutils import add_eval, write_data + +FLAGS = None +DATA = "MNIST" + + +def main(_): + # Import data + if DATA == "MNIST": + mnist = input_data.read_data_sets(FLAGS.data_dir) + elif DATA == "FASHION": + mnist = input_data.read_data_sets( + "data/fashion", + source_url="http://fashion-mnist.s3-website.eu-central-1.amazonaws.com/", + ) + # Create the model + x = tf.placeholder(tf.float32, [None, 784]) + W = tf.Variable(tf.zeros([784, 10])) + b = tf.Variable(tf.zeros([10])) + y = tf.matmul(x, W) + b + + # Define loss and optimizer + y_ = tf.placeholder(tf.int64, [None]) + + # The raw formulation of cross-entropy, + # + # tf.reduce_mean(-tf.reduce_sum(y_ * tf.log(tf.nn.softmax(y)), + # reduction_indices=[1])) + # + # can be numerically unstable. + # + # So here we use tf.losses.sparse_softmax_cross_entropy on the raw + # outputs of 'y', and then average across the batch. + cross_entropy = tf.losses.sparse_softmax_cross_entropy(labels=y_, logits=y) + train_step = tf.train.GradientDescentOptimizer(0.5).minimize(cross_entropy) + + ################################## MODIFIED CODE BELOW ################################## + accuracy, cross_entropy = add_eval(y, y_) + ################################## MODIFIED CODE ABOVE ################################## + + sess = tf.InteractiveSession() + tf.global_variables_initializer().run() + # Train + for i in range(10001): + batch_xs, batch_ys = mnist.train.next_batch(100) + + ################################## MODIFIED CODE BELOW ################################## + batch = mnist.train.next_batch(100) + batch_val = mnist.validation.next_batch(100) + feed_dict_train = {x: batch[0], y_: batch[1]} + feed_dict_val = {x: batch_val[0], y_: batch_val[1]} + # Writes data into run log csv file + write_data( + accuracy=accuracy, + cross_entropy=cross_entropy, + feed_dict_train=feed_dict_train, + feed_dict_val=feed_dict_val, + step=i, + ) + ################################## MODIFIED CODE ABOVE ################################## + + sess.run(train_step, feed_dict={x: batch_xs, y_: batch_ys}) + + # Test trained model + correct_prediction = tf.equal(tf.argmax(y, 1), y_) + accuracy = tf.reduce_mean(tf.cast(correct_prediction, tf.float32)) + print(sess.run(accuracy, feed_dict={x: mnist.test.images, y_: mnist.test.labels})) + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument( + "--data_dir", + type=str, + default="/tmp/tensorflow/mnist/input_data", + help="Directory for storing input data", + ) + FLAGS, unparsed = parser.parse_known_args() + tf.app.run(main=main, argv=[sys.argv[0]] + unparsed) diff --git a/apps/dash-live-model-training/images/animated.gif b/apps/dash-live-model-training/images/animated.gif new file mode 100644 index 000000000..405339e26 Binary files /dev/null and b/apps/dash-live-model-training/images/animated.gif differ diff --git a/apps/dash-live-model-training/images/flowchart.png b/apps/dash-live-model-training/images/flowchart.png new file mode 100644 index 000000000..251a0bde9 Binary files /dev/null and b/apps/dash-live-model-training/images/flowchart.png differ diff --git a/apps/dash-live-model-training/images/screenshot1.png b/apps/dash-live-model-training/images/screenshot1.png new file mode 100644 index 000000000..b05ed053d Binary files /dev/null and b/apps/dash-live-model-training/images/screenshot1.png differ diff --git a/apps/dash-live-model-training/images/screenshot2.png b/apps/dash-live-model-training/images/screenshot2.png new file mode 100644 index 000000000..9e8968564 Binary files /dev/null and b/apps/dash-live-model-training/images/screenshot2.png differ diff --git a/apps/dash-live-model-training/requirements.txt b/apps/dash-live-model-training/requirements.txt new file mode 100644 index 000000000..550c4d198 --- /dev/null +++ b/apps/dash-live-model-training/requirements.txt @@ -0,0 +1,5 @@ +dash==1.0.0 +gunicorn==19.9.0 +scipy==1.2.1 +numpy==1.16.3 +pandas==0.24.2 diff --git a/apps/dash-live-model-training/runtime.txt b/apps/dash-live-model-training/runtime.txt new file mode 100644 index 000000000..c85dc0b5f --- /dev/null +++ b/apps/dash-live-model-training/runtime.txt @@ -0,0 +1 @@ +python-3.6.7 \ No newline at end of file diff --git a/apps/dash-live-model-training/tfutils.py b/apps/dash-live-model-training/tfutils.py new file mode 100644 index 000000000..b7e51fc9b --- /dev/null +++ b/apps/dash-live-model-training/tfutils.py @@ -0,0 +1,75 @@ +import tensorflow as tf +import csv +import os + + +def add_eval(y, y_): + """ + Add evaluation metrics. + :param y: The predicted y, aka logits + :param y_: The true labels + :return: Add the accuracy and cross entropy to the tensorflow graph and return them + """ + # Compute Accuracy + correct_prediction = tf.equal(tf.argmax(y, 1), y_) + correct_prediction = tf.cast(correct_prediction, tf.float32) + accuracy = tf.reduce_mean(correct_prediction) + + # Compute Cross Entropy + cross_entropy = tf.losses.sparse_softmax_cross_entropy(labels=y_, logits=y) + + return accuracy, cross_entropy + + +def write_data( + accuracy, + cross_entropy, + feed_dict_train, + feed_dict_val, + step, + step_range=5, + filename="run_log.csv", +): + """ + Writes accuracy and cross entropy value into the log file. + :param accuracy: + :param cross_entropy: + :param feed_dict_train: + :param feed_dict_val: + :param step: + :param step_range: + :param filename: Name of the log file + :return: + """ + if step_range not in range(1, 1001): + raise ValueError("Invalid step range. Please choose a value between 1 and 1000") + + # At the start, we delete the log residual log file from previous training + if step == 0: + if os.path.exists(filename): + os.remove(filename) + + # Then we start logging inside the file + elif step % step_range == 0: + train_accuracy = accuracy.eval(feed_dict=feed_dict_train) + val_accuracy = accuracy.eval(feed_dict=feed_dict_val) + + train_cross_entropy = cross_entropy.eval(feed_dict=feed_dict_train) + val_cross_entropy = cross_entropy.eval(feed_dict=feed_dict_val) + + # Write CSV + with open(filename, "a", newline="") as file: + writer = csv.writer(file, delimiter=",") + writer.writerow( + [ + step, + train_accuracy, + val_accuracy, + train_cross_entropy, + val_cross_entropy, + ] + ) + + return train_accuracy, val_accuracy, train_cross_entropy, val_cross_entropy + + return None, None, None, None