From e6febdff09ebf3256218d981f2cc6deeea8749e6 Mon Sep 17 00:00:00 2001 From: Anup Kumar Date: Mon, 14 Oct 2024 15:09:49 +0000 Subject: [PATCH 01/13] add files --- tools/tabpfn/main.py | 27 ++++++++++++++++ tools/tabpfn/tabpfn.xml | 72 +++++++++++++++++++++++++++++++++++++++++ 2 files changed, 99 insertions(+) create mode 100644 tools/tabpfn/main.py create mode 100644 tools/tabpfn/tabpfn.xml diff --git a/tools/tabpfn/main.py b/tools/tabpfn/main.py new file mode 100644 index 0000000000..3035a61afa --- /dev/null +++ b/tools/tabpfn/main.py @@ -0,0 +1,27 @@ +""" +Tabular data prediction using TabPFN +""" + +import argparse + +import imageio +import numpy as np +import torch + + +def model(): + """ + + """ + print() + + +if __name__ == "__main__": + arg_parser = argparse.ArgumentParser() + #arg_parser.add_argument("-im", "--imaging_model", required=True, help="Input BioImage model") + #arg_parser.add_argument("-ii", "--image_file", required=True, help="Input image file") + #arg_parser.add_argument("-is", "--image_size", required=True, help="Input image file's size") + + # get argument values + #args = vars(arg_parser.parse_args()) + #model_path = args["imaging_model"] diff --git a/tools/tabpfn/tabpfn.xml b/tools/tabpfn/tabpfn.xml new file mode 100644 index 0000000000..8c665c6c2f --- /dev/null +++ b/tools/tabpfn/tabpfn.xml @@ -0,0 +1,72 @@ + + with PyTorch + + 2.4.0 + 0 + + + + + + + + python + pytorch + torchvision + imageio + + echo "@VERSION@" + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + config > test_information > inputs > size) + + **Output files** + - Predicted image: Predicted image using the BioImage.IO model + - Predicted image matrix: Predicted image matrix in original dimensions + ]]> + + + 10.1145/3620665.3640366 + 10.1101/2022.06.07.495102 + + From 3569e1eed34cee15fb8b8d2c709eee57b6370eff Mon Sep 17 00:00:00 2001 From: Anup Kumar Date: Fri, 18 Oct 2024 14:13:22 +0000 Subject: [PATCH 02/13] update --- tools/tabpfn/tabpfn.xml | 7 ++----- 1 file changed, 2 insertions(+), 5 deletions(-) diff --git a/tools/tabpfn/tabpfn.xml b/tools/tabpfn/tabpfn.xml index 8c665c6c2f..3317767529 100644 --- a/tools/tabpfn/tabpfn.xml +++ b/tools/tabpfn/tabpfn.xml @@ -1,7 +1,7 @@ with PyTorch - 2.4.0 + 0.1 0 @@ -10,10 +10,7 @@ - python - pytorch - torchvision - imageio + tabpfn echo "@VERSION@" From 6048605b93888fa880cda0634ed667ba0306498e Mon Sep 17 00:00:00 2001 From: Anup Kumar Date: Mon, 21 Oct 2024 15:46:34 +0000 Subject: [PATCH 03/13] update --- tools/tabpfn/main.py | 46 ++++++++++++++++++++++++++++++++--------- tools/tabpfn/tabpfn.xml | 43 +++++++++++--------------------------- 2 files changed, 48 insertions(+), 41 deletions(-) diff --git a/tools/tabpfn/main.py b/tools/tabpfn/main.py index 3035a61afa..fe7a9a3052 100644 --- a/tools/tabpfn/main.py +++ b/tools/tabpfn/main.py @@ -3,25 +3,51 @@ """ import argparse +import time -import imageio -import numpy as np +from sklearn.metrics import accuracy_score +from tabpfn import TabPFNClassifier +import pandas as pd import torch -def model(): +def separate_features_labels(data): + df = pd.read_csv(data, sep=",") + labels = df.iloc[:, -1] + features = df.iloc[:, :-1] + print(df) + print(features) + print(labels) + return features, labels + + +def train_evaluate(args): """ - + Train TabPFN """ - print() + print(args) + + tr_features, tr_labels = separate_features_labels(args["train_data"]) + te_features, te_labels = separate_features_labels(args["test_data"]) + + classifier = TabPFNClassifier(device='cpu', N_ensemble_configurations=32) + s_time = time.time() + classifier.fit(tr_features, tr_labels) + e_time = time.time() + print("Time taken by TabPFN for training: {} seconds".format(e_time - s_time)) + y_eval, p_eval = classifier.predict(te_features, return_winning_probability=True) + print('Accuracy', accuracy_score(te_labels, y_eval)) + + te_features["true_labels"] = te_labels + te_features["pred_labels"] = y_eval + te_features.to_csv("output_predicted_data.csv", sep="\t", index=None) if __name__ == "__main__": arg_parser = argparse.ArgumentParser() - #arg_parser.add_argument("-im", "--imaging_model", required=True, help="Input BioImage model") - #arg_parser.add_argument("-ii", "--image_file", required=True, help="Input image file") - #arg_parser.add_argument("-is", "--image_size", required=True, help="Input image file's size") + arg_parser.add_argument("-trdata", "--train_data", required=True, help="Train data") + arg_parser.add_argument("-tedata", "--test_data", required=True, help="Test data") # get argument values - #args = vars(arg_parser.parse_args()) - #model_path = args["imaging_model"] + args = vars(arg_parser.parse_args()) + train_evaluate(args) diff --git a/tools/tabpfn/tabpfn.xml b/tools/tabpfn/tabpfn.xml index 3317767529..6687ee1225 100644 --- a/tools/tabpfn/tabpfn.xml +++ b/tools/tabpfn/tabpfn.xml @@ -10,60 +10,41 @@ - tabpfn + tabpfn + pandas echo "@VERSION@" - - - + + - - + - - - - - - - - - - - - - - config > test_information > inputs > size) + - Training data + - Test data **Output files** - - Predicted image: Predicted image using the BioImage.IO model - - Predicted image matrix: Predicted image matrix in original dimensions + - Predicted data along with predicted labels ]]> - 10.1145/3620665.3640366 - 10.1101/2022.06.07.495102 + 10.48550/arXiv.2207.01848 From 91d25f5586ce3a4bd7e10be09a0ec168df6bd3e7 Mon Sep 17 00:00:00 2001 From: Anup Kumar Date: Tue, 22 Oct 2024 12:05:28 +0200 Subject: [PATCH 04/13] update --- tools/tabpfn/main.py | 320 +++++++++++++++++++++++++++++++++++++++- tools/tabpfn/tabpfn.xml | 1 + 2 files changed, 320 insertions(+), 1 deletion(-) diff --git a/tools/tabpfn/main.py b/tools/tabpfn/main.py index fe7a9a3052..ab4b081cc1 100644 --- a/tools/tabpfn/main.py +++ b/tools/tabpfn/main.py @@ -6,9 +6,326 @@ import time from sklearn.metrics import accuracy_score -from tabpfn import TabPFNClassifier +import matplotlib.pyplot as plt +from functools import reduce + +import numpy as np import pandas as pd import torch +from sklearn.preprocessing import LabelEncoder +from sklearn.utils._optional_dependencies import check_matplotlib_support +from sklearn.utils import _safe_indexing +from sklearn.base import is_regressor +from sklearn.utils.validation import check_is_fitted +import numpy as np + +import matplotlib.pyplot as plt +from matplotlib.colors import ListedColormap + +from tabpfn import TabPFNClassifier + + +class DecisionBoundaryDisplay: + """Decisions boundary visualization. + It is recommended to use + :func:`~sklearn.inspection.DecisionBoundaryDisplay.from_estimator` + to create a :class:`DecisionBoundaryDisplay`. All parameters are stored as + attributes. + Read more in the :ref:`User Guide `. + .. versionadded:: 1.1 + Parameters + ---------- + xx0 : ndarray of shape (grid_resolution, grid_resolution) + First output of :func:`meshgrid `. + xx1 : ndarray of shape (grid_resolution, grid_resolution) + Second output of :func:`meshgrid `. + response : ndarray of shape (grid_resolution, grid_resolution) + Values of the response function. + xlabel : str, default=None + Default label to place on x axis. + ylabel : str, default=None + Default label to place on y axis. + Attributes + ---------- + surface_ : matplotlib `QuadContourSet` or `QuadMesh` + If `plot_method` is 'contour' or 'contourf', `surface_` is a + :class:`QuadContourSet `. If + `plot_method is `pcolormesh`, `surface_` is a + :class:`QuadMesh `. + ax_ : matplotlib Axes + Axes with confusion matrix. + figure_ : matplotlib Figure + Figure containing the confusion matrix. + """ + + def __init__(self, *, xx0, xx1, response, xlabel=None, ylabel=None): + self.xx0 = xx0 + self.xx1 = xx1 + self.response = response + self.xlabel = xlabel + self.ylabel = ylabel + + def plot(self, plot_method="contourf", ax=None, xlabel=None, ylabel=None, **kwargs): + """Plot visualization. + Parameters + ---------- + plot_method : {'contourf', 'contour', 'pcolormesh'}, default='contourf' + Plotting method to call when plotting the response. Please refer + to the following matplotlib documentation for details: + :func:`contourf `, + :func:`contour `, + :func:`pcolomesh `. + ax : Matplotlib axes, default=None + Axes object to plot on. If `None`, a new figure and axes is + created. + xlabel : str, default=None + Overwrite the x-axis label. + ylabel : str, default=None + Overwrite the y-axis label. + **kwargs : dict + Additional keyword arguments to be passed to the `plot_method`. + Returns + ------- + display: :class:`~sklearn.inspection.DecisionBoundaryDisplay` + """ + check_matplotlib_support("DecisionBoundaryDisplay.plot") + import matplotlib.pyplot as plt # noqa + + if plot_method not in ("contourf", "contour", "pcolormesh"): + raise ValueError( + "plot_method must be 'contourf', 'contour', or 'pcolormesh'" + ) + + if ax is None: + _, ax = plt.subplots() + + plot_func = getattr(ax, plot_method) + self.surface_ = plot_func(self.xx0, self.xx1, self.response, **kwargs) + + if xlabel is not None or not ax.get_xlabel(): + xlabel = self.xlabel if xlabel is None else xlabel + ax.set_xlabel(xlabel) + if ylabel is not None or not ax.get_ylabel(): + ylabel = self.ylabel if ylabel is None else ylabel + ax.set_ylabel(ylabel) + + self.ax_ = ax + self.figure_ = ax.figure + plt.savefig("output_decision_boundary.png") + return self + + @classmethod + def from_estimator( + cls, + estimator, + X, + *, + grid_resolution=100, + eps=1.0, + plot_method="contourf", + response_method="auto", + xlabel=None, + ylabel=None, + ax=None, + **kwargs, + ): + """Plot decision boundary given an estimator. + Read more in the :ref:`User Guide `. + Parameters + ---------- + estimator : object + Trained estimator used to plot the decision boundary. + X : {array-like, sparse matrix, dataframe} of shape (n_samples, 2) + Input data that should be only 2-dimensional. + grid_resolution : int, default=100 + Number of grid points to use for plotting decision boundary. + Higher values will make the plot look nicer but be slower to + render. + eps : float, default=1.0 + Extends the minimum and maximum values of X for evaluating the + response function. + plot_method : {'contourf', 'contour', 'pcolormesh'}, default='contourf' + Plotting method to call when plotting the response. Please refer + to the following matplotlib documentation for details: + :func:`contourf `, + :func:`contour `, + :func:`pcolomesh `. + response_method : {'auto', 'predict_proba', 'decision_function', \ + 'predict'}, default='auto' + Specifies whether to use :term:`predict_proba`, + :term:`decision_function`, :term:`predict` as the target response. + If set to 'auto', the response method is tried in the following order: + :term:`decision_function`, :term:`predict_proba`, :term:`predict`. + For multiclass problems, :term:`predict` is selected when + `response_method="auto"`. + xlabel : str, default=None + The label used for the x-axis. If `None`, an attempt is made to + extract a label from `X` if it is a dataframe, otherwise an empty + string is used. + ylabel : str, default=None + The label used for the y-axis. If `None`, an attempt is made to + extract a label from `X` if it is a dataframe, otherwise an empty + string is used. + ax : Matplotlib axes, default=None + Axes object to plot on. If `None`, a new figure and axes is + created. + **kwargs : dict + Additional keyword arguments to be passed to the + `plot_method`. + Returns + ------- + display : :class:`~sklearn.inspection.DecisionBoundaryDisplay` + Object that stores the result. + See Also + -------- + DecisionBoundaryDisplay : Decision boundary visualization. + ConfusionMatrixDisplay.from_estimator : Plot the confusion matrix + given an estimator, the data, and the label. + ConfusionMatrixDisplay.from_predictions : Plot the confusion matrix + given the true and predicted labels. + Examples + -------- + >>> import matplotlib.pyplot as plt + >>> from sklearn.datasets import load_iris + >>> from sklearn.linear_model import LogisticRegression + >>> from sklearn.inspection import DecisionBoundaryDisplay + >>> iris = load_iris() + >>> X = iris.data[:, :2] + >>> classifier = LogisticRegression().fit(X, iris.target) + >>> disp = DecisionBoundaryDisplay.from_estimator( + ... classifier, X, response_method="predict", + ... xlabel=iris.feature_names[0], ylabel=iris.feature_names[1], + ... alpha=0.5, + ... ) + >>> disp.ax_.scatter(X[:, 0], X[:, 1], c=iris.target, edgecolor="k") + <...> + >>> plt.show() + """ + check_matplotlib_support(f"{cls.__name__}.from_estimator") + check_is_fitted(estimator) + + if not grid_resolution > 1: + raise ValueError( + "grid_resolution must be greater than 1. Got" + f" {grid_resolution} instead." + ) + + if not eps >= 0: + raise ValueError( + f"eps must be greater than or equal to 0. Got {eps} instead." + ) + + possible_plot_methods = ("contourf", "contour", "pcolormesh") + if plot_method not in possible_plot_methods: + available_methods = ", ".join(possible_plot_methods) + raise ValueError( + f"plot_method must be one of {available_methods}. " + f"Got {plot_method} instead." + ) + + x0, x1 = _safe_indexing(X, 0, axis=1), _safe_indexing(X, 1, axis=1) + + x0_min, x0_max = x0.min() - eps, x0.max() + eps + x1_min, x1_max = x1.min() - eps, x1.max() + eps + + xx0, xx1 = np.meshgrid( + np.linspace(x0_min, x0_max, grid_resolution), + np.linspace(x1_min, x1_max, grid_resolution), + ) + if hasattr(X, "iloc"): + # we need to preserve the feature names and therefore get an empty dataframe + X_grid = X.iloc[[], :].copy() + X_grid.iloc[:, 0] = xx0.ravel() + X_grid.iloc[:, 1] = xx1.ravel() + else: + X_grid = np.c_[xx0.ravel(), xx1.ravel()] + + pred_func = _check_boundary_response_method(estimator, response_method) + response = pred_func(X_grid) + + # convert classes predictions into integers + if pred_func.__name__ == "predict" and hasattr(estimator, "classes_"): + encoder = LabelEncoder() + encoder.classes_ = estimator.classes_ + response = encoder.transform(response) + + if response.ndim != 1: + if is_regressor(estimator): + raise ValueError("Multi-output regressors are not supported") + + # TODO: Support pos_label + response = response[:, 1] + + if xlabel is None: + xlabel = X.columns[0] if hasattr(X, "columns") else "" + + if ylabel is None: + ylabel = X.columns[1] if hasattr(X, "columns") else "" + + display = DecisionBoundaryDisplay( + xx0=xx0, + xx1=xx1, + response=response.reshape(xx0.shape), + xlabel=xlabel, + ylabel=ylabel, + ) + return display.plot(ax=ax, plot_method=plot_method, **kwargs) + + +def make_decision_boundaries(trained_model, tr_features, tr_labels): + # PLOTTING + fig = plt.figure(figsize=(10,10)) + ax = fig.add_subplot(111) + cm = plt.cm.RdBu + cm_bright = ListedColormap(["purple", "yellow"]) + trained_model.fit(tr_features[:, 0:2], tr_labels) + + DecisionBoundaryDisplay.from_estimator( + trained_model, tr_features[:, 0:2], alpha=0.6, ax=ax, eps=2.0, grid_resolution=25, response_method="predict_proba" + ) + ax.scatter(tr_features[:, 0], tr_features[:, 1], c=tr_labels > 0, cmap=cm_bright) + + +def _check_boundary_response_method(estimator, response_method): + """Return prediction method from the `response_method` for decision boundary. + Parameters + ---------- + estimator : object + Fitted estimator to check. + response_method : {'auto', 'predict_proba', 'decision_function', 'predict'} + Specifies whether to use :term:`predict_proba`, + :term:`decision_function`, :term:`predict` as the target response. + If set to 'auto', the response method is tried in the following order: + :term:`decision_function`, :term:`predict_proba`, :term:`predict`. + Returns + ------- + prediction_method: callable + Prediction method of estimator. + """ + has_classes = hasattr(estimator, "classes_") + + if has_classes and len(estimator.classes_) > 2: + if response_method not in {"auto", "predict"}: + msg = ( + "Multiclass classifiers are only supported when response_method is" + " 'predict' or 'auto'" + ) + raise ValueError(msg) + methods_list = ["predict"] + elif response_method == "auto": + methods_list = ["decision_function", "predict_proba", "predict"] + else: + methods_list = [response_method] + + prediction_method = [getattr(estimator, method, None) for method in methods_list] + prediction_method = reduce(lambda x, y: x or y, prediction_method) + if prediction_method is None: + raise ValueError( + f"{estimator.__class__.__name__} has none of the following attributes: " + f"{', '.join(methods_list)}." + ) + + return prediction_method def separate_features_labels(data): @@ -41,6 +358,7 @@ def train_evaluate(args): te_features["true_labels"] = te_labels te_features["pred_labels"] = y_eval te_features.to_csv("output_predicted_data.csv", sep="\t", index=None) + make_decision_boundaries(classifier, tr_features, tr_labels) if __name__ == "__main__": diff --git a/tools/tabpfn/tabpfn.xml b/tools/tabpfn/tabpfn.xml index 6687ee1225..f2c5794f44 100644 --- a/tools/tabpfn/tabpfn.xml +++ b/tools/tabpfn/tabpfn.xml @@ -27,6 +27,7 @@ + From c09e7acf7dc415e547741c9e27cbaab695dfc05a Mon Sep 17 00:00:00 2001 From: Anup Kumar Date: Tue, 22 Oct 2024 13:39:20 +0000 Subject: [PATCH 05/13] update test --- tools/tabpfn/main.py | 342 +------- tools/tabpfn/tabpfn.xml | 15 +- tools/tabpfn/test-data/local_test_rows | 838 +++++++++++++++++++ tools/tabpfn/test-data/local_train_rows | 838 +++++++++++++++++++ tools/tabpfn/test-data/output_predicted_data | 838 +++++++++++++++++++ 5 files changed, 2542 insertions(+), 329 deletions(-) create mode 100644 tools/tabpfn/test-data/local_test_rows create mode 100644 tools/tabpfn/test-data/local_train_rows create mode 100644 tools/tabpfn/test-data/output_predicted_data diff --git a/tools/tabpfn/main.py b/tools/tabpfn/main.py index ab4b081cc1..22ea6ac739 100644 --- a/tools/tabpfn/main.py +++ b/tools/tabpfn/main.py @@ -5,336 +5,20 @@ import argparse import time -from sklearn.metrics import accuracy_score import matplotlib.pyplot as plt -from functools import reduce - import numpy as np import pandas as pd import torch -from sklearn.preprocessing import LabelEncoder -from sklearn.utils._optional_dependencies import check_matplotlib_support -from sklearn.utils import _safe_indexing -from sklearn.base import is_regressor -from sklearn.utils.validation import check_is_fitted -import numpy as np - -import matplotlib.pyplot as plt -from matplotlib.colors import ListedColormap +from sklearn.metrics import accuracy_score +from sklearn.metrics import precision_recall_curve, average_precision_score from tabpfn import TabPFNClassifier -class DecisionBoundaryDisplay: - """Decisions boundary visualization. - It is recommended to use - :func:`~sklearn.inspection.DecisionBoundaryDisplay.from_estimator` - to create a :class:`DecisionBoundaryDisplay`. All parameters are stored as - attributes. - Read more in the :ref:`User Guide `. - .. versionadded:: 1.1 - Parameters - ---------- - xx0 : ndarray of shape (grid_resolution, grid_resolution) - First output of :func:`meshgrid `. - xx1 : ndarray of shape (grid_resolution, grid_resolution) - Second output of :func:`meshgrid `. - response : ndarray of shape (grid_resolution, grid_resolution) - Values of the response function. - xlabel : str, default=None - Default label to place on x axis. - ylabel : str, default=None - Default label to place on y axis. - Attributes - ---------- - surface_ : matplotlib `QuadContourSet` or `QuadMesh` - If `plot_method` is 'contour' or 'contourf', `surface_` is a - :class:`QuadContourSet `. If - `plot_method is `pcolormesh`, `surface_` is a - :class:`QuadMesh `. - ax_ : matplotlib Axes - Axes with confusion matrix. - figure_ : matplotlib Figure - Figure containing the confusion matrix. - """ - - def __init__(self, *, xx0, xx1, response, xlabel=None, ylabel=None): - self.xx0 = xx0 - self.xx1 = xx1 - self.response = response - self.xlabel = xlabel - self.ylabel = ylabel - - def plot(self, plot_method="contourf", ax=None, xlabel=None, ylabel=None, **kwargs): - """Plot visualization. - Parameters - ---------- - plot_method : {'contourf', 'contour', 'pcolormesh'}, default='contourf' - Plotting method to call when plotting the response. Please refer - to the following matplotlib documentation for details: - :func:`contourf `, - :func:`contour `, - :func:`pcolomesh `. - ax : Matplotlib axes, default=None - Axes object to plot on. If `None`, a new figure and axes is - created. - xlabel : str, default=None - Overwrite the x-axis label. - ylabel : str, default=None - Overwrite the y-axis label. - **kwargs : dict - Additional keyword arguments to be passed to the `plot_method`. - Returns - ------- - display: :class:`~sklearn.inspection.DecisionBoundaryDisplay` - """ - check_matplotlib_support("DecisionBoundaryDisplay.plot") - import matplotlib.pyplot as plt # noqa - - if plot_method not in ("contourf", "contour", "pcolormesh"): - raise ValueError( - "plot_method must be 'contourf', 'contour', or 'pcolormesh'" - ) - - if ax is None: - _, ax = plt.subplots() - - plot_func = getattr(ax, plot_method) - self.surface_ = plot_func(self.xx0, self.xx1, self.response, **kwargs) - - if xlabel is not None or not ax.get_xlabel(): - xlabel = self.xlabel if xlabel is None else xlabel - ax.set_xlabel(xlabel) - if ylabel is not None or not ax.get_ylabel(): - ylabel = self.ylabel if ylabel is None else ylabel - ax.set_ylabel(ylabel) - - self.ax_ = ax - self.figure_ = ax.figure - plt.savefig("output_decision_boundary.png") - return self - - @classmethod - def from_estimator( - cls, - estimator, - X, - *, - grid_resolution=100, - eps=1.0, - plot_method="contourf", - response_method="auto", - xlabel=None, - ylabel=None, - ax=None, - **kwargs, - ): - """Plot decision boundary given an estimator. - Read more in the :ref:`User Guide `. - Parameters - ---------- - estimator : object - Trained estimator used to plot the decision boundary. - X : {array-like, sparse matrix, dataframe} of shape (n_samples, 2) - Input data that should be only 2-dimensional. - grid_resolution : int, default=100 - Number of grid points to use for plotting decision boundary. - Higher values will make the plot look nicer but be slower to - render. - eps : float, default=1.0 - Extends the minimum and maximum values of X for evaluating the - response function. - plot_method : {'contourf', 'contour', 'pcolormesh'}, default='contourf' - Plotting method to call when plotting the response. Please refer - to the following matplotlib documentation for details: - :func:`contourf `, - :func:`contour `, - :func:`pcolomesh `. - response_method : {'auto', 'predict_proba', 'decision_function', \ - 'predict'}, default='auto' - Specifies whether to use :term:`predict_proba`, - :term:`decision_function`, :term:`predict` as the target response. - If set to 'auto', the response method is tried in the following order: - :term:`decision_function`, :term:`predict_proba`, :term:`predict`. - For multiclass problems, :term:`predict` is selected when - `response_method="auto"`. - xlabel : str, default=None - The label used for the x-axis. If `None`, an attempt is made to - extract a label from `X` if it is a dataframe, otherwise an empty - string is used. - ylabel : str, default=None - The label used for the y-axis. If `None`, an attempt is made to - extract a label from `X` if it is a dataframe, otherwise an empty - string is used. - ax : Matplotlib axes, default=None - Axes object to plot on. If `None`, a new figure and axes is - created. - **kwargs : dict - Additional keyword arguments to be passed to the - `plot_method`. - Returns - ------- - display : :class:`~sklearn.inspection.DecisionBoundaryDisplay` - Object that stores the result. - See Also - -------- - DecisionBoundaryDisplay : Decision boundary visualization. - ConfusionMatrixDisplay.from_estimator : Plot the confusion matrix - given an estimator, the data, and the label. - ConfusionMatrixDisplay.from_predictions : Plot the confusion matrix - given the true and predicted labels. - Examples - -------- - >>> import matplotlib.pyplot as plt - >>> from sklearn.datasets import load_iris - >>> from sklearn.linear_model import LogisticRegression - >>> from sklearn.inspection import DecisionBoundaryDisplay - >>> iris = load_iris() - >>> X = iris.data[:, :2] - >>> classifier = LogisticRegression().fit(X, iris.target) - >>> disp = DecisionBoundaryDisplay.from_estimator( - ... classifier, X, response_method="predict", - ... xlabel=iris.feature_names[0], ylabel=iris.feature_names[1], - ... alpha=0.5, - ... ) - >>> disp.ax_.scatter(X[:, 0], X[:, 1], c=iris.target, edgecolor="k") - <...> - >>> plt.show() - """ - check_matplotlib_support(f"{cls.__name__}.from_estimator") - check_is_fitted(estimator) - - if not grid_resolution > 1: - raise ValueError( - "grid_resolution must be greater than 1. Got" - f" {grid_resolution} instead." - ) - - if not eps >= 0: - raise ValueError( - f"eps must be greater than or equal to 0. Got {eps} instead." - ) - - possible_plot_methods = ("contourf", "contour", "pcolormesh") - if plot_method not in possible_plot_methods: - available_methods = ", ".join(possible_plot_methods) - raise ValueError( - f"plot_method must be one of {available_methods}. " - f"Got {plot_method} instead." - ) - - x0, x1 = _safe_indexing(X, 0, axis=1), _safe_indexing(X, 1, axis=1) - - x0_min, x0_max = x0.min() - eps, x0.max() + eps - x1_min, x1_max = x1.min() - eps, x1.max() + eps - - xx0, xx1 = np.meshgrid( - np.linspace(x0_min, x0_max, grid_resolution), - np.linspace(x1_min, x1_max, grid_resolution), - ) - if hasattr(X, "iloc"): - # we need to preserve the feature names and therefore get an empty dataframe - X_grid = X.iloc[[], :].copy() - X_grid.iloc[:, 0] = xx0.ravel() - X_grid.iloc[:, 1] = xx1.ravel() - else: - X_grid = np.c_[xx0.ravel(), xx1.ravel()] - - pred_func = _check_boundary_response_method(estimator, response_method) - response = pred_func(X_grid) - - # convert classes predictions into integers - if pred_func.__name__ == "predict" and hasattr(estimator, "classes_"): - encoder = LabelEncoder() - encoder.classes_ = estimator.classes_ - response = encoder.transform(response) - - if response.ndim != 1: - if is_regressor(estimator): - raise ValueError("Multi-output regressors are not supported") - - # TODO: Support pos_label - response = response[:, 1] - - if xlabel is None: - xlabel = X.columns[0] if hasattr(X, "columns") else "" - - if ylabel is None: - ylabel = X.columns[1] if hasattr(X, "columns") else "" - - display = DecisionBoundaryDisplay( - xx0=xx0, - xx1=xx1, - response=response.reshape(xx0.shape), - xlabel=xlabel, - ylabel=ylabel, - ) - return display.plot(ax=ax, plot_method=plot_method, **kwargs) - - -def make_decision_boundaries(trained_model, tr_features, tr_labels): - # PLOTTING - fig = plt.figure(figsize=(10,10)) - ax = fig.add_subplot(111) - cm = plt.cm.RdBu - cm_bright = ListedColormap(["purple", "yellow"]) - trained_model.fit(tr_features[:, 0:2], tr_labels) - - DecisionBoundaryDisplay.from_estimator( - trained_model, tr_features[:, 0:2], alpha=0.6, ax=ax, eps=2.0, grid_resolution=25, response_method="predict_proba" - ) - ax.scatter(tr_features[:, 0], tr_features[:, 1], c=tr_labels > 0, cmap=cm_bright) - - -def _check_boundary_response_method(estimator, response_method): - """Return prediction method from the `response_method` for decision boundary. - Parameters - ---------- - estimator : object - Fitted estimator to check. - response_method : {'auto', 'predict_proba', 'decision_function', 'predict'} - Specifies whether to use :term:`predict_proba`, - :term:`decision_function`, :term:`predict` as the target response. - If set to 'auto', the response method is tried in the following order: - :term:`decision_function`, :term:`predict_proba`, :term:`predict`. - Returns - ------- - prediction_method: callable - Prediction method of estimator. - """ - has_classes = hasattr(estimator, "classes_") - - if has_classes and len(estimator.classes_) > 2: - if response_method not in {"auto", "predict"}: - msg = ( - "Multiclass classifiers are only supported when response_method is" - " 'predict' or 'auto'" - ) - raise ValueError(msg) - methods_list = ["predict"] - elif response_method == "auto": - methods_list = ["decision_function", "predict_proba", "predict"] - else: - methods_list = [response_method] - - prediction_method = [getattr(estimator, method, None) for method in methods_list] - prediction_method = reduce(lambda x, y: x or y, prediction_method) - if prediction_method is None: - raise ValueError( - f"{estimator.__class__.__name__} has none of the following attributes: " - f"{', '.join(methods_list)}." - ) - - return prediction_method - - def separate_features_labels(data): df = pd.read_csv(data, sep=",") labels = df.iloc[:, -1] features = df.iloc[:, :-1] - print(df) - print(features) - print(labels) return features, labels @@ -342,11 +26,8 @@ def train_evaluate(args): """ Train TabPFN """ - print(args) - tr_features, tr_labels = separate_features_labels(args["train_data"]) te_features, te_labels = separate_features_labels(args["test_data"]) - classifier = TabPFNClassifier(device='cpu', N_ensemble_configurations=32) s_time = time.time() classifier.fit(tr_features, tr_labels) @@ -354,18 +35,25 @@ def train_evaluate(args): print("Time taken by TabPFN for training: {} seconds".format(e_time - s_time)) y_eval, p_eval = classifier.predict(te_features, return_winning_probability=True) print('Accuracy', accuracy_score(te_labels, y_eval)) - - te_features["true_labels"] = te_labels - te_features["pred_labels"] = y_eval - te_features.to_csv("output_predicted_data.csv", sep="\t", index=None) - make_decision_boundaries(classifier, tr_features, tr_labels) + pred_probas_test = classifier.predict_proba(te_features) + te_features["predicted_labels"] = y_eval + te_features.to_csv("output_predicted_data", sep="\t", index=None) + precision, recall, thresholds = precision_recall_curve(te_labels, pred_probas_test[:, 1]) + average_precision = average_precision_score(te_labels, pred_probas_test[:, 1]) + plt.figure(figsize=(8, 6)) + plt.plot(recall, precision, label=f'Precision-Recall Curve (AP={average_precision:.2f})') + plt.xlabel('Recall') + plt.ylabel('Precision') + plt.title('Precision-Recall Curve') + plt.legend(loc='lower left') + plt.grid(True) + plt.savefig("output_prec_recall_curve.png") if __name__ == "__main__": arg_parser = argparse.ArgumentParser() arg_parser.add_argument("-trdata", "--train_data", required=True, help="Train data") arg_parser.add_argument("-tedata", "--test_data", required=True, help="Test data") - # get argument values args = vars(arg_parser.parse_args()) train_evaluate(args) diff --git a/tools/tabpfn/tabpfn.xml b/tools/tabpfn/tabpfn.xml index f2c5794f44..8a549e55cc 100644 --- a/tools/tabpfn/tabpfn.xml +++ b/tools/tabpfn/tabpfn.xml @@ -12,6 +12,7 @@ tabpfn pandas + matplotlib echo "@VERSION@" @@ -26,10 +27,20 @@ - - + + + + + + + + + + + + Date: Tue, 22 Oct 2024 14:18:30 +0000 Subject: [PATCH 06/13] add .shed.yml and remove usused imports --- tools/tabpfn/.shed.yml | 13 +++++++++++++ tools/tabpfn/main.py | 3 --- 2 files changed, 13 insertions(+), 3 deletions(-) create mode 100644 tools/tabpfn/.shed.yml diff --git a/tools/tabpfn/.shed.yml b/tools/tabpfn/.shed.yml new file mode 100644 index 0000000000..19df40090b --- /dev/null +++ b/tools/tabpfn/.shed.yml @@ -0,0 +1,13 @@ +name: tabpfn +owner: bgruening +description: Tabular data prediction using TabPFN using Pytorch. +long_description: | + The TabPFN is a neural network that learned to do tabular data prediction. + This is the original CUDA-supporting pytorch impelementation. +remote_repository_url: https://github.com/bgruening/galaxytools/tree/master/tools/tabpfn +homepage_url: https://github.com/bgruening/galaxytools/tree/master/tools/tabpfn +type: +categories: + - Machine Learning +maintainers: + anuprulez diff --git a/tools/tabpfn/main.py b/tools/tabpfn/main.py index 22ea6ac739..18e65d4c28 100644 --- a/tools/tabpfn/main.py +++ b/tools/tabpfn/main.py @@ -1,14 +1,11 @@ """ Tabular data prediction using TabPFN """ - import argparse import time import matplotlib.pyplot as plt -import numpy as np import pandas as pd -import torch from sklearn.metrics import accuracy_score from sklearn.metrics import precision_recall_curve, average_precision_score From df932aec08f83224d3fc21c089f60f61ef1a0eb4 Mon Sep 17 00:00:00 2001 From: Anup Kumar Date: Tue, 22 Oct 2024 14:35:58 +0000 Subject: [PATCH 07/13] fix import order --- tools/tabpfn/main.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/tools/tabpfn/main.py b/tools/tabpfn/main.py index 18e65d4c28..13c2ddbedb 100644 --- a/tools/tabpfn/main.py +++ b/tools/tabpfn/main.py @@ -6,9 +6,7 @@ import matplotlib.pyplot as plt import pandas as pd - -from sklearn.metrics import accuracy_score -from sklearn.metrics import precision_recall_curve, average_precision_score +from sklearn.metrics import accuracy_score, average_precision_score, precision_recall_curve from tabpfn import TabPFNClassifier From 004465a471394eb5818ee91ea27ee47fd30d471f Mon Sep 17 00:00:00 2001 From: Anup Kumar Date: Tue, 14 Jan 2025 18:16:43 +0000 Subject: [PATCH 08/13] modify for latest tabpfn --- tools/tabpfn/main.py | 4 +- tools/tabpfn/tabpfn.xml | 4 +- tools/tabpfn/test-data/output_predicted_data | 90 ++++++++++---------- 3 files changed, 49 insertions(+), 49 deletions(-) diff --git a/tools/tabpfn/main.py b/tools/tabpfn/main.py index 13c2ddbedb..2e29b2eec3 100644 --- a/tools/tabpfn/main.py +++ b/tools/tabpfn/main.py @@ -23,12 +23,12 @@ def train_evaluate(args): """ tr_features, tr_labels = separate_features_labels(args["train_data"]) te_features, te_labels = separate_features_labels(args["test_data"]) - classifier = TabPFNClassifier(device='cpu', N_ensemble_configurations=32) + classifier = TabPFNClassifier(device='cpu') s_time = time.time() classifier.fit(tr_features, tr_labels) e_time = time.time() print("Time taken by TabPFN for training: {} seconds".format(e_time - s_time)) - y_eval, p_eval = classifier.predict(te_features, return_winning_probability=True) + y_eval = classifier.predict(te_features) print('Accuracy', accuracy_score(te_labels, y_eval)) pred_probas_test = classifier.predict_proba(te_features) te_features["predicted_labels"] = y_eval diff --git a/tools/tabpfn/tabpfn.xml b/tools/tabpfn/tabpfn.xml index 8a549e55cc..b4abf60a94 100644 --- a/tools/tabpfn/tabpfn.xml +++ b/tools/tabpfn/tabpfn.xml @@ -10,7 +10,7 @@ - tabpfn + tabpfn pandas matplotlib @@ -34,7 +34,7 @@ - + diff --git a/tools/tabpfn/test-data/output_predicted_data b/tools/tabpfn/test-data/output_predicted_data index d7a74bb1e6..2859c33eb5 100644 --- a/tools/tabpfn/test-data/output_predicted_data +++ b/tools/tabpfn/test-data/output_predicted_data @@ -7,15 +7,15 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.236 3.4286 0 0 0 0 0 28.6 2 4 0 -0.275 3.313 2.522 9.383 1 1.014 1.149 0 0 0 1.119 0 0 0 0 1.98 -0.008 0 10.276 4.746 0 0 0 0 3.351 2.556 0 7.904 0 0 1 5.0 5.0476 1 0 0 0 0 11.1 0 3 0 0.0 2.872 0.722 9.657 0 1.092 1.153 0 0 0 1.125 0 0 0 0 2.0 0.446 0 18.375 0.8 0 0 0 1 4.712 4.583 0 9.303 0 0 1 4.525 3.8301 0 0 0 0 0 31.6 3 2 0 -0.039 3.418 2.468 9.786 5 0.98 1.142 0 0 0 1.179 0 0 0 0 2.119 -0.002 0 11.115 3.889 0 0 0 0 3.379 2.143 0 7.95 0 0 1 -4.596 3.0777 0 0 0 0 2 44.4 2 0 0 0.0 2.97 0.875 9.54 0 0.968 1.115 0 0 0 1.328 1 0 0 0 2.175 0.041 0 0.0 1.069 0 0 0 0 3.626 1.917 0 7.939 0 0 1 -5.04 3.6112 0 0 1 0 2 41.2 0 4 3 -1.29 3.483 1.258 10.159 8 1.069 1.127 0 1 0 1.199 1 0 0 0 2.323 0.005 0 30.959 1.711 0 1 2 1 3.888 3.5 1 8.706 0 0 1 +4.596 3.0777 0 0 0 0 2 44.4 2 0 0 0.0 2.97 0.875 9.54 0 0.968 1.115 0 0 0 1.328 1 0 0 0 2.175 0.041 0 0.0 1.069 0 0 0 0 3.626 1.917 0 7.939 0 0 0 +5.04 3.6112 0 0 1 0 2 41.2 0 4 3 -1.29 3.483 1.258 10.159 8 1.069 1.127 0 1 0 1.199 1 0 0 0 2.323 0.005 0 30.959 1.711 0 1 2 1 3.888 3.5 1 8.706 0 0 0 4.91 2.7414 0 0 0 0 2 52.9 0 2 0 -0.302 3.364 0.629 10.06 5 1.018 1.098 0 0 0 1.279 3 0 0 0 2.333 0.004 0 10.717 1.207 0 1 0 0 3.767 2.5 0 8.427 0 0 1 3.618 2.1906 0 0 0 0 0 29.4 2 0 0 0.0 2.333 1.522 7.853 0 0.959 1.147 0 0 0 1.178 0 0 0 0 1.732 0.294 0 0.0 2.094 0 0 0 0 2.794 1.7 0 6.333 0 0 1 4.214 2.6272 0 0 0 0 0 30.0 3 0 0 0.0 2.523 1.459 8.755 0 0.959 1.145 0 0 0 1.213 0 0 0 0 1.902 -0.181 0 0.0 2.052 0 0 0 0 2.998 1.722 0 6.77 0 0 1 3.732 2.3391 0 0 0 0 0 30.0 2 0 0 0.0 2.511 1.585 8.16 0 0.959 1.145 0 0 0 1.196 0 0 0 0 1.802 -0.181 0 0.0 2.488 0 0 0 0 2.846 1.667 0 6.557 0 0 1 3.879 2.5951 0 0 0 0 0 31.0 2 0 0 0.0 2.908 2.281 8.743 0 0.96 1.143 0 0 0 1.202 0 0 0 0 1.902 0.036 0 0.0 3.685 0 0 0 0 2.924 1.611 0 7.029 0 0 1 -3.942 2.7719 1 0 0 0 0 31.6 2 0 0 0.0 3.44 2.777 9.207 0 0.969 1.141 0 0 0 1.22 0 0 1 0 1.95 0.003 0 0.0 5.294 0 0 0 0 3.542 1.739 0 8.127 0 1 1 -3.966 2.852 1 0 0 0 0 32.0 2 0 0 0.0 4.075 3.146 9.522 0 0.965 1.138 0 0 0 1.243 0 1 0 0 1.97 0.0 1 0.0 6.909 0 0 0 0 6.866 1.603 0 11.578 0 1 1 +3.942 2.7719 1 0 0 0 0 31.6 2 0 0 0.0 3.44 2.777 9.207 0 0.969 1.141 0 0 0 1.22 0 0 1 0 1.95 0.003 0 0.0 5.294 0 0 0 0 3.542 1.739 0 8.127 0 1 0 +3.966 2.852 1 0 0 0 0 32.0 2 0 0 0.0 4.075 3.146 9.522 0 0.965 1.138 0 0 0 1.243 0 1 0 0 1.97 0.0 1 0.0 6.909 0 0 0 0 6.866 1.603 0 11.578 0 1 0 3.732 2.3761 0 0 1 0 0 26.3 2 0 1 0.0 2.532 1.585 8.16 0 0.969 1.157 0 0 0 1.152 0 0 0 0 1.802 -0.195 0 0.0 2.488 0 0 1 2 2.858 2.0 1 6.599 0 0 1 4.0 2.6264 0 0 0 0 0 23.1 0 0 0 0.0 2.167 0.811 8.318 0 0.972 1.166 0 0 0 1.182 0 0 0 0 1.732 -0.522 0 0.0 1.0 0 0 0 0 2.991 2.0 1 6.579 0 0 1 2.0 1.1521 0 0 0 0 0 16.7 1 1 0 0.0 1.549 0.0 4.174 0 1.016 1.173 0 0 0 0.93 0 0 0 0 1.0 -1.099 0 0.0 1.0 0 0 0 1 2.279 4.0 0 4.948 0 0 1 @@ -39,7 +39,7 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.233 3.4039 0 0 0 0 0 27.8 1 3 0 -0.262 2.938 1.906 9.011 1 1.022 1.15 0 0 0 1.119 0 0 0 0 1.95 -0.087 0 10.041 2.999 0 0 0 0 3.349 2.833 0 7.61 0 0 1 4.334 3.6943 0 0 0 0 0 33.3 1 2 0 -0.241 2.838 1.557 8.944 3 1.013 1.139 0 0 0 1.164 0 0 0 0 1.97 0.149 0 10.118 2.195 0 0 0 0 3.39 2.952 0 7.596 0 0 1 4.372 3.3652 0 0 0 0 0 33.3 1 2 0 -0.177 3.139 2.246 9.253 3 0.993 1.139 0 0 0 1.186 0 0 0 0 2.024 -0.025 0 10.624 3.412 0 0 0 0 3.394 2.517 0 7.788 0 0 1 -5.392 4.5881 0 0 0 1 0 30.8 6 3 0 -0.209 3.517 1.907 10.633 13 0.989 1.144 0 0 0 1.169 0 0 0 0 2.314 0.001 0 11.278 3.598 0 0 0 1 3.503 2.461 0 8.269 0 0 1 +5.392 4.5881 0 0 0 1 0 30.8 6 3 0 -0.209 3.517 1.907 10.633 13 0.989 1.144 0 0 0 1.169 0 0 0 0 2.314 0.001 0 11.278 3.598 0 0 0 1 3.503 2.461 0 8.269 0 0 0 4.446 3.6985 0 0 0 0 0 30.0 0 4 0 -0.796 3.192 1.922 9.523 6 1.036 1.146 0 0 0 1.116 0 0 0 0 2.061 -0.028 0 20.804 3.132 0 0 0 0 3.431 3.133 0 8.008 0 0 1 4.411 3.5866 0 0 0 0 0 31.8 2 4 0 -0.328 3.699 2.948 9.956 8 0.995 1.142 0 0 0 1.164 0 0 0 0 2.08 0.0 0 22.47 6.131 0 0 0 0 3.393 2.407 0 8.325 0 0 1 4.527 3.7942 0 0 0 0 0 32.5 4 4 0 -0.117 4.14 3.427 10.56 10 0.981 1.14 0 0 0 1.184 0 0 0 0 2.13 0.0 0 23.699 9.594 0 0 0 0 3.393 2.086 0 8.693 0 0 1 @@ -57,7 +57,7 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.214 3.3376 0 0 0 0 0 33.3 0 2 1 -1.072 2.774 1.459 8.755 2 1.071 1.148 0 0 0 1.187 0 0 0 0 1.902 -0.277 0 9.377 2.052 0 0 1 1 3.423 4.111 1 7.746 0 0 1 5.206 3.5794 0 0 1 0 0 30.6 1 3 3 -0.919 3.965 3.189 10.627 2 0.985 1.147 0 0 0 1.18 0 0 0 0 2.22 0.0 0 22.35 8.266 0 0 4 1 3.473 2.306 2 8.611 0 0 1 4.17 2.6629 0 0 0 0 0 26.7 3 1 0 0.0 2.4 0.971 8.597 2 0.983 1.152 0 0 0 1.12 0 0 0 0 1.848 0.342 0 0.0 1.542 0 0 0 1 3.0 2.567 0 6.683 0 0 1 -5.175 3.9016 0 0 0 1 0 29.6 3 3 0 -0.239 3.227 1.859 10.165 3 1.002 1.146 0 0 0 1.146 0 0 0 0 2.175 0.014 0 10.355 3.341 0 0 0 0 3.389 2.538 0 7.979 0 0 1 +5.175 3.9016 0 0 0 1 0 29.6 3 3 0 -0.239 3.227 1.859 10.165 3 1.002 1.146 0 0 0 1.146 0 0 0 0 2.175 0.014 0 10.355 3.341 0 0 0 0 3.389 2.538 0 7.979 0 0 0 4.642 3.0034 0 0 0 0 2 42.1 1 1 0 0.0 3.093 1.187 9.631 2 0.987 1.12 0 0 0 1.256 1 0 0 0 2.2 -0.024 0 0.0 1.487 0 1 0 1 3.639 2.315 0 8.009 0 0 1 4.607 2.9443 0 0 0 0 2 42.1 1 1 0 0.0 3.093 1.187 9.631 2 0.987 1.12 0 0 0 1.242 1 0 0 0 2.194 -0.024 0 0.0 1.544 0 1 0 1 3.635 2.315 0 8.009 0 0 1 4.807 3.2486 0 0 0 0 3 42.1 2 1 0 0.0 3.1 0.881 9.833 3 0.987 1.12 0 0 0 1.272 1 0 0 0 2.246 -0.024 0 0.0 1.06 0 1 0 1 3.71 2.333 0 8.114 0 0 0 @@ -77,10 +77,10 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.77 2.5385 0 0 0 0 0 38.5 3 0 0 3.12 3.131 1.185 9.882 0 0.964 1.128 0 0 0 1.274 1 0 0 0 2.236 0.012 0 0.0 1.74 0 0 0 0 3.521 1.767 0 7.934 0 0 1 4.414 2.18 0 0 0 0 0 31.6 0 1 0 0.0 2.755 0.802 9.183 2 0.98 1.142 0 0 0 1.149 1 0 0 0 2.101 -0.066 0 0.0 0.975 0 0 0 1 3.159 2.119 0 7.119 0 0 1 4.821 2.5866 0 0 0 0 0 33.3 2 2 0 -0.135 3.232 1.455 9.928 4 0.99 1.139 0 0 0 1.189 1 0 0 0 2.249 -0.007 0 10.635 2.209 1 0 0 0 3.434 2.258 0 7.93 0 0 1 -5.331 2.1747 1 0 0 0 3 47.4 0 4 0 0.0 4.133 0.393 10.867 15 1.009 1.102 0 0 0 1.3 3 0 0 0 2.37 0.0 0 13.055 2.694 0 3 0 0 4.44 2.318 0 9.576 0 0 1 +5.331 2.1747 1 0 0 0 3 47.4 0 4 0 0.0 4.133 0.393 10.867 15 1.009 1.102 0 0 0 1.3 3 0 0 0 2.37 0.0 0 13.055 2.694 0 3 0 0 4.44 2.318 0 9.576 0 0 0 4.607 3.0422 0 0 0 0 2 47.1 1 1 0 0.0 3.127 1.187 9.631 2 0.992 1.11 0 0 0 1.299 1 0 0 0 2.194 -0.025 0 10.118 1.544 0 0 0 0 3.651 2.481 0 8.116 0 0 1 5.814 2.4937 0 0 0 2 0 37.0 3 1 0 0.513 3.256 0.845 10.926 4 0.978 1.131 0 0 0 1.254 3 0 0 0 2.62 0.003 0 11.573 0.811 1 0 0 0 3.756 2.091 0 8.196 0 0 1 -5.637 2.2966 0 0 0 1 0 38.5 3 0 0 1.646 3.144 0.853 10.63 0 0.964 1.128 0 0 0 1.267 3 0 0 0 2.554 -0.006 0 0.0 0.986 2 0 0 0 3.676 1.658 0 8.065 0 0 1 +5.637 2.2966 0 0 0 1 0 38.5 3 0 0 1.646 3.144 0.853 10.63 0 0.964 1.128 0 0 0 1.267 3 0 0 0 2.554 -0.006 0 0.0 0.986 2 0 0 0 3.676 1.658 0 8.065 0 0 0 5.814 2.4328 0 0 0 2 0 34.5 3 1 0 0.0 3.227 0.845 10.926 4 0.975 1.136 0 0 0 1.223 3 0 0 0 2.62 0.003 0 0.0 0.811 1 0 0 1 3.693 1.97 0 8.05 0 0 1 4.732 2.9426 0 0 0 0 0 40.0 0 2 0 0.417 2.767 0.959 9.464 1 1.042 1.125 0 0 0 1.208 1 0 0 0 2.236 0.145 0 9.827 1.138 0 0 0 0 3.603 3.056 0 7.829 0 0 1 4.923 2.7291 0 0 0 0 2 50.0 0 2 0 -0.199 3.266 0.664 10.037 5 1.019 1.104 0 0 0 1.266 3 0 0 0 2.376 -0.008 0 10.843 1.057 0 0 0 0 3.783 2.5 0 8.33 1 0 1 @@ -88,13 +88,13 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.414 2.3717 0 0 0 0 0 29.4 1 2 0 0.0 2.789 1.203 9.209 1 1.004 1.147 0 0 0 1.141 1 0 0 0 2.152 -0.074 0 0.0 1.496 0 0 0 1 3.238 2.405 0 7.243 0 0 1 4.982 2.8025 0 0 2 0 2 50.0 0 2 2 -0.601 3.38 0.762 10.226 6 1.033 1.109 0 0 0 1.261 3 0 0 0 2.424 0.004 0 21.888 1.027 0 0 2 1 3.853 2.833 1 8.508 0 0 1 4.651 2.7156 0 0 0 0 0 31.3 0 1 0 0.292 2.826 0.917 9.502 3 0.998 1.148 0 0 0 1.19 1 0 0 0 2.214 -0.074 0 10.5 0.918 0 0 2 0 3.482 2.452 1 7.624 0 0 1 -4.802 3.0226 0 0 1 0 2 50.0 0 0 2 0.0 3.174 0.0 9.805 0 0.985 1.109 0 0 0 1.359 3 0 0 1 2.323 0.013 0 0.0 0.95 0 0 3 1 3.868 1.981 1 8.357 0 0 1 +4.802 3.0226 0 0 1 0 2 50.0 0 0 2 0.0 3.174 0.0 9.805 0 0.985 1.109 0 0 0 1.359 3 0 0 1 2.323 0.013 0 0.0 0.95 0 0 3 1 3.868 1.981 1 8.357 0 0 0 5.164 3.2947 1 0 0 0 0 23.1 0 3 0 0.0 3.108 0.917 9.968 4 1.055 1.138 0 0 0 1.188 1 0 0 0 2.256 -0.081 0 20.417 0.939 0 0 0 0 4.681 3.274 0 9.289 0 0 1 -4.826 2.731 0 0 6 0 0 25.0 3 3 9 0.0 3.525 1.654 10.121 0 1.007 1.163 0 0 0 1.12 1 0 0 0 2.303 -0.001 0 0.0 1.916 0 0 3 3 3.396 2.5 3 8.023 0 0 1 +4.826 2.731 0 0 6 0 0 25.0 3 3 9 0.0 3.525 1.654 10.121 0 1.007 1.163 0 0 0 1.12 1 0 0 0 2.303 -0.001 0 0.0 1.916 0 0 3 3 3.396 2.5 3 8.023 0 0 0 4.829 2.9046 1 0 1 0 2 39.3 2 3 2 -0.664 3.786 1.875 10.281 6 1.025 1.127 0 0 0 1.227 1 0 0 0 2.284 0.0 0 22.271 3.31 0 1 3 1 3.74 2.736 1 8.888 1 1 1 -5.439 2.3629 2 0 2 0 0 23.5 0 11 7 -0.945 4.381 1.871 11.509 12 1.055 1.155 0 0 0 1.154 2 0 0 0 2.466 0.0 0 35.388 5.533 0 0 4 5 4.61 3.182 4 9.993 0 0 1 +5.439 2.3629 2 0 2 0 0 23.5 0 11 7 -0.945 4.381 1.871 11.509 12 1.055 1.155 0 0 0 1.154 2 0 0 0 2.466 0.0 0 35.388 5.533 0 0 4 5 4.61 3.182 4 9.993 0 0 0 4.739 2.6454 0 0 2 0 1 39.1 0 2 1 -0.959 3.394 1.695 9.972 2 1.008 1.13 0 0 0 1.218 1 0 0 0 2.212 0.004 0 10.379 2.815 0 0 2 3 3.585 2.764 1 8.319 0 0 1 -4.659 3.7176 2 0 0 0 0 23.1 0 4 0 -2.138 3.714 2.128 10.094 4 1.042 1.144 0 0 0 1.174 0 0 0 0 2.125 -0.002 0 20.538 4.56 0 0 4 6 4.061 3.333 2 8.992 0 0 1 +4.659 3.7176 2 0 0 0 0 23.1 0 4 0 -2.138 3.714 2.128 10.094 4 1.042 1.144 0 0 0 1.174 0 0 0 0 2.125 -0.002 0 20.538 4.56 0 0 4 6 4.061 3.333 2 8.992 0 0 0 3.975 2.8897 0 0 0 0 0 32.3 2 0 0 0.0 3.699 3.322 9.707 0 0.961 1.141 0 0 0 1.209 0 0 0 0 1.978 0.0 0 0.0 8.122 0 0 0 0 2.994 1.55 0 7.896 0 0 1 4.17 2.607 0 0 0 0 0 25.0 3 0 2 0.0 2.373 0.971 8.597 0 0.97 1.161 0 0 0 1.133 0 0 0 0 1.848 0.322 0 0.0 1.542 0 0 1 2 2.983 2.167 1 6.635 0 0 1 3.0 1.8227 0 0 0 0 0 20.0 0 0 0 0.0 1.883 0.918 6.594 0 0.975 1.174 0 0 0 1.126 0 0 0 0 1.414 0.764 0 0.0 1.333 0 0 0 1 2.642 2.167 1 5.834 0 0 1 @@ -104,7 +104,7 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.444 3.1402 0 0 0 0 0 29.6 3 1 0 0.0 2.946 1.891 9.202 2 0.973 1.146 0 0 0 1.16 0 0 0 0 2.042 0.038 0 0.0 2.602 0 0 0 1 3.096 2.093 0 7.197 0 0 1 3.879 2.6274 0 0 0 0 0 29.6 2 1 0 0.0 2.938 2.281 8.743 1 0.973 1.146 0 0 0 1.161 0 0 0 0 1.902 0.039 0 0.0 3.685 0 0 0 1 2.936 2.056 0 7.087 0 0 1 3.95 2.7989 0 0 0 0 0 31.0 2 1 0 0.0 3.364 2.807 9.296 1 0.969 1.143 0 0 0 1.18 0 0 0 0 1.956 -0.002 0 0.0 5.698 0 0 0 1 2.976 1.857 0 7.552 0 0 1 -5.391 3.7046 1 0 0 0 0 26.7 8 4 0 0.0 3.838 1.735 10.648 12 0.979 1.139 0 0 0 1.532 0 0 0 0 2.358 0.0 0 0.0 1.69 0 0 0 0 5.127 2.108 0 9.921 0 0 1 +5.391 3.7046 1 0 0 0 0 26.7 8 4 0 0.0 3.838 1.735 10.648 12 0.979 1.139 0 0 0 1.532 0 0 0 0 2.358 0.0 0 0.0 1.69 0 0 0 0 5.127 2.108 0 9.921 0 0 0 3.732 2.477 0 0 0 0 0 25.0 2 2 0 0.0 2.597 1.585 8.16 2 1.005 1.156 0 0 0 1.069 0 0 0 0 1.802 -0.229 0 0.0 2.488 0 0 0 2 2.897 3.0 0 6.732 0 0 1 3.973 3.0163 0 0 0 0 0 32.7 2 1 0 0.0 3.68 3.301 9.649 1 0.968 1.14 0 0 0 1.202 0 0 0 0 1.975 0.0 0 0.0 7.718 0 0 0 1 3.129 1.816 0 7.984 0 0 1 3.414 2.4719 0 0 0 0 0 30.0 1 1 0 0.0 2.263 1.0 7.408 1 0.998 1.146 0 0 0 1.141 0 0 0 0 1.618 -0.611 0 0.0 1.707 0 0 0 1 2.974 3.125 0 6.631 0 0 1 @@ -146,11 +146,11 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.618 4.7233 0 0 0 0 0 33.3 2 4 0 -1.035 3.305 1.79 9.768 6 1.035 1.139 0 0 0 1.163 0 0 0 0 2.136 0.016 0 20.666 2.612 0 0 0 0 3.493 3.152 0 8.202 0 0 1 4.562 4.1592 1 0 0 0 0 10.0 0 2 0 -0.713 2.978 0.918 9.184 0 1.082 1.175 0 0 0 1.152 0 0 0 0 2.0 -0.274 0 9.461 1.521 0 0 0 4 4.307 4.148 2 8.83 0 0 1 4.77 2.8938 0 0 0 0 2 41.7 3 0 0 0.0 3.164 1.185 9.882 0 0.966 1.121 0 0 0 1.299 1 0 0 0 2.236 0.012 0 0.0 1.74 0 0 0 0 3.646 1.867 0 8.083 0 0 0 -4.517 2.6422 0 0 2 0 1 40.0 1 0 1 0.0 3.073 1.409 9.391 0 0.976 1.129 0 0 0 1.266 1 0 0 0 2.149 -0.024 0 0.0 2.036 0 0 1 2 3.553 2.074 1 7.884 0 0 1 +4.517 2.6422 0 0 2 0 1 40.0 1 0 1 0.0 3.073 1.409 9.391 0 0.976 1.129 0 0 0 1.266 1 0 0 0 2.149 -0.024 0 0.0 2.036 0 0 1 2 3.553 2.074 1 7.884 0 0 0 4.414 3.135 0 0 0 0 1 46.2 0 1 0 0.0 2.884 0.802 9.183 2 0.998 1.112 0 0 0 1.264 1 0 0 0 2.101 -0.08 0 0.0 0.975 0 1 0 1 3.566 2.524 0 7.811 0 0 1 4.732 3.3319 0 0 0 0 2 42.9 0 2 0 0.0 3.025 0.875 9.579 4 1.022 1.119 0 0 0 1.219 1 0 0 0 2.194 0.047 0 0.0 0.854 0 2 0 2 3.67 2.917 0 8.008 0 0 1 4.607 3.1517 0 0 0 0 2 41.2 0 2 0 0.0 3.118 1.187 9.631 4 1.011 1.122 0 0 0 1.214 1 0 0 0 2.194 -0.026 0 0.0 1.544 0 2 0 1 3.649 2.537 0 8.058 0 0 1 -4.898 3.1976 0 0 0 0 3 40.7 0 2 0 0.0 3.451 1.546 10.067 4 0.994 1.123 0 0 0 1.248 1 0 0 0 2.305 -0.002 0 0.0 2.0 0 2 0 0 3.729 2.192 0 8.364 0 0 1 +4.898 3.1976 0 0 0 0 3 40.7 0 2 0 0.0 3.451 1.546 10.067 4 0.994 1.123 0 0 0 1.248 1 0 0 0 2.305 -0.002 0 0.0 2.0 0 2 0 0 3.729 2.192 0 8.364 0 0 0 4.97 3.567 3 0 0 0 4 46.2 0 1 0 0.0 3.66 0.861 10.06 2 1.073 1.099 0 0 0 1.334 1 0 1 0 2.307 0.015 0 0.0 0.962 0 4 0 1 4.106 2.9 0 9.154 0 3 0 4.782 2.9304 0 0 0 0 2 43.5 2 1 0 0.0 3.294 1.273 9.947 2 0.984 1.117 0 0 0 1.28 1 0 0 0 2.251 -0.007 0 10.288 1.951 0 0 0 0 3.671 2.333 0 8.238 0 0 1 4.869 3.2685 0 0 0 0 3 40.9 1 3 0 0.0 3.404 1.528 10.009 6 1.018 1.123 0 0 0 1.22 1 0 0 0 2.29 0.004 0 10.337 1.945 0 2 0 1 3.743 2.75 0 8.362 0 0 1 @@ -174,7 +174,7 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.963 2.736 0 0 0 0 3 52.4 0 2 0 -0.884 3.532 0.985 10.277 4 1.009 1.099 0 0 0 1.296 3 0 0 0 2.359 0.001 0 10.645 1.762 0 0 0 1 3.881 2.59 0 8.68 0 0 1 4.877 2.6955 0 0 0 0 3 47.1 0 3 0 0.0 3.359 0.943 10.07 6 1.037 1.11 0 0 0 1.243 3 0 0 0 2.36 0.004 0 10.31 1.496 0 2 0 0 3.775 2.591 0 8.386 0 0 1 4.414 2.8449 0 0 0 0 0 41.7 0 1 1 0.041 2.898 0.802 9.183 2 1.016 1.128 0 0 0 1.254 1 0 0 0 2.101 -0.082 0 10.249 0.975 0 0 2 1 3.535 2.738 1 7.809 0 0 1 -4.963 2.8471 0 0 1 0 2 50.0 0 2 3 -0.995 3.539 0.985 10.277 2 1.02 1.108 0 0 0 1.277 3 0 0 0 2.359 0.001 0 10.582 1.762 0 0 4 1 3.899 2.667 1 8.702 0 0 1 +4.963 2.8471 0 0 1 0 2 50.0 0 2 3 -0.995 3.539 0.985 10.277 2 1.02 1.108 0 0 0 1.277 3 0 0 0 2.359 0.001 0 10.582 1.762 0 0 4 1 3.899 2.667 1 8.702 0 0 0 4.789 2.8739 0 0 0 0 0 30.8 3 4 0 -0.318 3.354 1.425 10.091 6 1.019 1.144 0 0 0 1.149 1 0 0 0 2.274 0.004 0 10.582 2.257 0 0 0 0 3.477 2.556 0 8.121 0 0 1 4.362 2.3925 0 0 0 0 0 31.6 0 1 2 0.225 2.93 0.75 9.272 2 0.992 1.147 0 0 0 1.177 1 0 0 0 2.091 0.041 0 10.572 1.017 0 0 2 1 3.355 2.333 1 7.556 0 0 1 4.983 4.2631 0 0 0 0 0 23.1 2 6 0 0.0 3.342 1.792 10.074 8 1.044 1.16 0 0 0 1.011 0 0 0 0 2.247 -0.008 0 0.0 2.666 0 0 0 6 3.397 3.694 0 7.88 0 0 1 @@ -200,23 +200,23 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.691 3.9139 0 0 0 0 0 26.7 0 5 0 -2.845 3.138 1.436 9.666 5 1.086 1.153 0 0 0 1.066 0 0 0 0 2.117 0.053 0 19.412 2.428 0 0 0 3 3.49 4.241 0 8.03 0 0 1 4.476 3.72 0 0 0 0 0 31.3 1 3 0 -0.644 2.985 1.5 9.345 4 1.032 1.143 0 0 0 1.156 0 0 0 0 2.042 -0.088 0 20.291 2.34 0 0 0 0 3.458 3.292 0 7.864 0 0 1 4.385 3.9908 0 0 0 0 0 32.4 0 7 0 -1.569 3.819 3.09 9.999 10 1.034 1.141 0 0 0 1.135 0 0 0 0 2.061 0.0 0 21.678 6.884 0 0 0 0 3.432 2.833 0 8.562 0 0 1 -4.791 4.5316 0 0 2 0 0 23.1 2 2 8 -1.384 3.354 1.73 9.99 2 1.018 1.173 0 0 0 1.117 0 0 0 0 2.194 -0.008 0 20.829 2.395 0 0 2 6 3.467 3.083 4 8.19 0 0 1 +4.791 4.5316 0 0 2 0 0 23.1 2 2 8 -1.384 3.354 1.73 9.99 2 1.018 1.173 0 0 0 1.117 0 0 0 0 2.194 -0.008 0 20.829 2.395 0 0 2 6 3.467 3.083 4 8.19 0 0 0 4.303 3.3317 0 0 0 0 0 34.8 3 1 0 1.559 3.027 1.837 9.389 1 0.979 1.135 0 0 0 1.236 0 0 0 0 2.0 0.042 0 10.396 3.193 0 0 0 0 3.349 2.37 0 7.827 0 0 1 -4.499 2.8945 1 0 0 0 1 46.7 1 0 0 0.0 3.185 1.125 9.311 0 0.991 1.107 0 0 0 1.323 1 0 1 0 2.136 0.043 0 0.0 1.481 0 0 0 0 3.692 2.16 0 8.337 0 1 1 +4.499 2.8945 1 0 0 0 1 46.7 1 0 0 0.0 3.185 1.125 9.311 0 0.991 1.107 0 0 0 1.323 1 0 1 0 2.136 0.043 0 0.0 1.481 0 0 0 0 3.692 2.16 0 8.337 0 1 0 4.651 2.6738 0 0 2 0 1 41.7 1 2 3 -0.396 3.482 1.911 9.989 3 1.007 1.125 0 0 0 1.256 1 0 0 0 2.202 -0.002 0 21.674 3.267 0 1 3 1 3.611 2.692 1 8.461 0 0 1 -4.692 2.7215 0 0 2 0 2 40.7 2 2 3 -0.393 3.547 1.876 10.164 3 1.002 1.126 0 0 0 1.259 1 0 0 0 2.236 0.001 0 21.814 3.356 0 1 3 1 3.659 2.619 1 8.548 0 0 1 +4.692 2.7215 0 0 2 0 2 40.7 2 2 3 -0.393 3.547 1.876 10.164 3 1.002 1.126 0 0 0 1.259 1 0 0 0 2.236 0.001 0 21.814 3.356 0 1 3 1 3.659 2.619 1 8.548 0 0 0 4.543 2.5935 0 0 2 0 1 40.9 1 1 2 0.008 3.298 1.705 9.722 1 0.993 1.127 0 0 0 1.253 1 0 0 0 2.166 -0.008 0 10.506 2.905 0 0 2 1 3.567 2.394 1 8.223 0 0 1 -4.653 1.8048 0 0 0 0 2 36.2 1 1 0 0.0 3.874 3.355 10.213 2 0.97 1.132 0 0 0 1.236 1 0 0 0 2.214 0.0 0 0.0 8.143 0 1 0 1 3.64 1.833 0 8.486 0 0 1 +4.653 1.8048 0 0 0 0 2 36.2 1 1 0 0.0 3.874 3.355 10.213 2 0.97 1.132 0 0 0 1.236 1 0 0 0 2.214 0.0 0 0.0 8.143 0 1 0 1 3.64 1.833 0 8.486 0 0 0 4.562 3.2113 0 0 0 0 2 42.9 0 2 0 0.0 3.025 0.875 9.54 4 1.022 1.119 0 0 0 1.209 1 0 0 0 2.17 0.047 0 0.0 1.14 0 2 0 2 3.646 2.917 0 8.003 0 0 1 4.77 3.031 0 0 0 0 2 45.0 2 1 0 0.125 3.217 1.185 9.882 2 0.987 1.114 0 0 0 1.294 1 0 0 0 2.236 0.014 0 10.757 1.74 0 0 0 0 3.695 2.4 0 8.251 0 0 1 5.072 2.4853 0 0 0 0 2 36.1 4 4 0 -0.892 4.22 2.972 10.799 12 0.984 1.133 0 0 0 1.22 1 0 0 0 2.351 0.0 0 24.843 7.668 0 0 0 0 3.794 2.144 0 8.984 2 0 1 4.882 3.2502 0 0 0 0 2 44.4 0 4 0 -2.254 3.451 1.258 10.136 8 1.053 1.116 0 0 0 1.194 1 0 0 0 2.288 0.005 0 20.766 2.011 0 0 0 2 3.762 3.389 0 8.529 0 0 1 4.844 2.3785 0 0 0 0 3 50.0 0 3 0 -0.439 3.716 0.625 10.35 9 1.015 1.104 0 0 0 1.266 2 0 0 0 2.286 0.0 0 11.622 3.405 0 2 0 1 3.736 2.573 0 8.765 1 0 1 4.77 2.6687 0 0 0 0 0 38.5 3 0 0 4.722 3.131 1.185 9.882 0 0.964 1.128 0 0 0 1.264 1 0 0 0 2.236 0.012 0 0.0 1.74 0 0 0 0 3.533 1.75 0 7.981 0 0 1 -4.675 1.7703 0 0 2 0 0 33.3 0 0 4 0.0 3.343 0.0 9.971 0 0.967 1.141 0 0 0 1.185 2 0 0 0 2.236 0.001 0 0.0 2.829 0 0 4 1 3.269 1.551 1 7.764 0 0 1 -4.645 1.7575 1 0 0 0 3 45.7 0 3 0 0.0 4.173 0.0 10.642 12 0.993 1.107 0 0 0 1.297 3 0 0 0 2.236 0.0 0 0.0 3.604 0 0 0 0 3.957 2.043 0 9.309 0 0 1 +4.675 1.7703 0 0 2 0 0 33.3 0 0 4 0.0 3.343 0.0 9.971 0 0.967 1.141 0 0 0 1.185 2 0 0 0 2.236 0.001 0 0.0 2.829 0 0 4 1 3.269 1.551 1 7.764 0 0 0 +4.645 1.7575 1 0 0 0 3 45.7 0 3 0 0.0 4.173 0.0 10.642 12 0.993 1.107 0 0 0 1.297 3 0 0 0 2.236 0.0 0 0.0 3.604 0 0 0 0 3.957 2.043 0 9.309 0 0 0 4.679 3.1788 0 0 0 0 2 44.4 0 2 0 0.0 3.233 1.261 9.715 4 1.011 1.116 0 0 0 1.246 1 0 0 0 2.222 0.014 0 10.219 1.695 0 1 0 0 3.67 2.583 0 8.192 0 0 1 -4.863 2.4397 1 0 0 0 3 54.5 0 0 0 0.0 4.043 0.569 10.135 0 0.984 1.087 0 0 0 1.381 2 1 0 0 2.3 0.001 1 0.0 2.241 0 1 0 0 6.879 1.981 0 11.612 0 1 1 +4.863 2.4397 1 0 0 0 3 54.5 0 0 0 0.0 4.043 0.569 10.135 0 0.984 1.087 0 0 0 1.381 2 1 0 0 2.3 0.001 1 0.0 2.241 0 1 0 0 6.879 1.981 0 11.612 0 1 0 4.481 2.7716 0 0 0 0 0 33.3 0 2 0 -0.065 2.566 0.929 9.053 1 1.047 1.139 0 0 0 1.127 1 0 0 0 2.136 -0.239 0 9.677 0.964 0 0 0 0 3.454 3.033 0 7.487 0 0 1 4.414 3.0463 0 0 0 0 0 38.5 1 2 0 0.0 2.895 1.203 9.209 1 1.023 1.128 0 0 0 1.241 1 0 0 0 2.152 -0.083 0 0.0 1.496 0 0 0 1 3.637 2.667 0 7.872 0 0 1 4.303 2.6696 0 0 0 0 0 33.3 0 2 0 -0.046 2.709 0.862 9.067 2 1.025 1.139 0 0 0 1.166 1 0 0 0 2.115 0.137 0 10.021 0.956 0 0 0 0 3.416 2.778 0 7.481 0 0 1 @@ -248,7 +248,7 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.362 3.6459 0 0 0 0 0 33.3 1 2 1 -0.449 2.997 1.906 9.059 3 1.027 1.144 0 0 0 1.205 0 0 0 0 2.0 -0.089 0 10.198 2.524 0 0 1 0 3.441 3.208 1 7.868 0 0 1 4.5 4.1188 1 0 0 0 0 32.0 3 3 0 0.0 4.808 4.3 10.919 9 0.967 1.14 0 0 0 1.211 0 0 0 0 2.121 0.0 0 0.0 10.634 0 0 0 0 3.939 1.622 0 9.326 0 0 1 4.593 2.8754 0 0 1 0 1 42.1 1 1 2 -0.036 3.222 1.461 9.665 1 0.998 1.125 0 0 0 1.264 1 0 0 0 2.175 0.014 0 10.502 2.298 0 1 3 1 3.599 2.483 1 8.187 0 0 1 -4.499 2.8728 0 0 2 0 1 41.2 1 0 2 0.0 2.976 1.125 9.311 0 0.979 1.127 0 0 0 1.257 1 0 0 0 2.136 0.043 0 0.0 1.481 0 0 1 2 3.554 2.146 1 7.83 0 0 1 +4.499 2.8728 0 0 2 0 1 41.2 1 0 2 0.0 2.976 1.125 9.311 0 0.979 1.127 0 0 0 1.257 1 0 0 0 2.136 0.043 0 0.0 1.481 0 0 1 2 3.554 2.146 1 7.83 0 0 0 4.596 3.2643 0 0 0 0 2 42.9 0 2 0 0.0 3.025 0.875 9.54 4 1.022 1.119 0 0 0 1.223 1 0 0 0 2.175 0.047 0 0.0 1.069 0 2 0 2 3.651 2.917 0 8.003 0 0 1 4.517 2.898 0 0 0 0 1 42.1 1 1 0 0.0 3.086 1.409 9.391 2 0.987 1.12 0 0 0 1.252 1 0 0 0 2.149 -0.025 0 0.0 2.036 0 1 0 0 3.574 2.074 0 7.928 0 0 1 4.607 3.1199 0 0 1 0 2 38.9 0 1 2 0.0 3.105 1.187 9.631 2 0.998 1.132 0 0 0 1.227 1 0 0 0 2.194 -0.025 0 0.0 1.544 0 2 2 2 3.643 2.315 1 8.042 0 0 0 @@ -256,17 +256,17 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.732 3.015 0 0 0 0 1 47.1 1 1 0 0.121 3.127 1.187 9.642 2 0.992 1.11 0 0 0 1.286 1 0 0 0 2.194 -0.025 0 10.645 1.659 0 0 0 0 3.652 2.481 0 8.132 0 0 1 5.072 2.9677 0 0 0 0 2 38.1 2 4 0 -0.942 3.863 2.341 10.435 12 1.001 1.129 0 0 0 1.206 1 0 0 0 2.351 0.0 0 23.889 4.023 0 0 0 0 3.794 2.433 0 8.737 2 0 1 5.075 2.9203 0 0 0 0 2 36.4 4 4 0 -0.888 4.159 2.681 10.794 14 0.986 1.132 0 0 0 1.21 1 0 0 0 2.357 0.0 0 25.14 5.828 0 0 0 0 3.795 2.19 0 8.941 2 0 1 -4.842 3.2871 0 0 1 0 2 41.2 0 4 2 -1.093 3.483 1.258 10.136 8 1.069 1.127 0 1 0 1.199 1 0 0 0 2.278 0.005 0 30.593 2.113 0 1 2 1 3.849 3.5 1 8.704 0 0 1 +4.842 3.2871 0 0 1 0 2 41.2 0 4 2 -1.093 3.483 1.258 10.136 8 1.069 1.127 0 1 0 1.199 1 0 0 0 2.278 0.005 0 30.593 2.113 0 1 2 1 3.849 3.5 1 8.704 0 0 0 5.021 3.5325 0 0 0 0 4 38.9 0 5 0 -1.291 3.45 1.124 10.277 10 1.072 1.127 0 0 0 1.147 1 0 0 0 2.343 0.005 0 10.313 1.623 0 3 0 4 3.834 3.611 0 8.537 0 0 1 4.499 3.0645 0 0 2 0 1 53.8 0 0 2 0.0 3.047 1.125 9.311 0 0.99 1.102 0 0 0 1.337 1 0 0 0 2.136 0.046 0 0.0 1.481 0 0 1 0 3.636 2.521 1 8.094 0 0 1 -4.414 2.1543 0 0 1 0 0 30.0 0 0 2 0.0 2.736 0.802 9.183 0 0.97 1.149 0 0 0 1.165 1 0 0 0 2.101 -0.064 0 0.0 0.975 0 0 2 2 3.143 1.833 1 7.083 0 0 1 +4.414 2.1543 0 0 1 0 0 30.0 0 0 2 0.0 2.736 0.802 9.183 0 0.97 1.149 0 0 0 1.165 1 0 0 0 2.101 -0.064 0 0.0 0.975 0 0 2 2 3.143 1.833 1 7.083 0 0 0 5.099 2.2523 0 0 0 1 0 35.1 2 2 0 1.47 3.533 1.938 10.469 3 0.983 1.135 0 0 0 1.209 1 0 0 0 2.236 -0.001 0 10.55 3.879 1 0 0 1 3.429 2.283 0 8.257 0 0 1 4.791 2.9639 0 0 0 0 2 45.0 0 1 0 0.0 3.211 1.461 9.725 3 0.987 1.114 0 0 0 1.29 1 0 0 0 2.231 0.014 0 0.0 1.917 0 1 0 1 3.661 2.383 0 8.14 0 0 1 -4.842 2.4571 0 0 0 0 2 54.5 0 0 0 0.0 3.414 0.0 9.955 0 0.974 1.094 0 0 0 1.336 2 0 0 0 2.278 -0.002 0 0.0 2.113 0 0 0 0 3.711 1.944 0 8.428 0 0 1 +4.842 2.4571 0 0 0 0 2 54.5 0 0 0 0.0 3.414 0.0 9.955 0 0.974 1.094 0 0 0 1.336 2 0 0 0 2.278 -0.002 0 0.0 2.113 0 0 0 0 3.711 1.944 0 8.428 0 0 0 4.303 2.9763 0 0 0 0 0 30.0 0 3 0 -0.546 2.745 0.862 9.067 2 1.075 1.146 0 0 0 1.101 1 0 0 0 2.115 0.153 0 9.799 0.956 0 0 0 0 3.464 3.111 0 7.565 0 0 1 4.414 2.8688 0 0 0 0 0 41.7 0 1 1 -0.053 2.898 0.802 9.183 2 1.016 1.128 0 0 0 1.25 1 0 0 0 2.101 -0.082 0 10.214 0.975 0 0 2 1 3.523 2.738 1 7.808 0 0 1 -4.0 2.1142 0 0 0 0 0 29.4 0 0 1 0.0 2.585 0.0 8.623 0 0.972 1.151 0 0 0 1.138 1 0 0 0 2.0 0.112 0 0.0 0.667 0 0 2 1 3.033 1.667 1 6.823 0 0 1 -4.918 2.3933 0 2 6 0 0 21.7 0 2 10 0.0 3.482 1.116 10.266 4 1.045 1.184 0 0 0 1.136 3 0 0 0 2.376 0.001 0 20.532 1.651 0 0 4 0 3.535 2.731 6 8.314 0 0 1 +4.0 2.1142 0 0 0 0 0 29.4 0 0 1 0.0 2.585 0.0 8.623 0 0.972 1.151 0 0 0 1.138 1 0 0 0 2.0 0.112 0 0.0 0.667 0 0 2 1 3.033 1.667 1 6.823 0 0 0 +4.918 2.3933 0 2 6 0 0 21.7 0 2 10 0.0 3.482 1.116 10.266 4 1.045 1.184 0 0 0 1.136 3 0 0 0 2.376 0.001 0 20.532 1.651 0 0 4 0 3.535 2.731 6 8.314 0 0 0 4.983 4.2631 0 0 0 0 0 23.1 2 6 0 0.0 3.342 1.792 10.074 8 1.044 1.16 0 0 0 1.011 0 0 0 0 2.247 -0.008 0 0.0 2.666 0 0 0 6 3.397 3.694 0 7.88 0 0 1 4.383 3.2291 0 0 0 0 0 32.6 2 2 0 0.022 4.136 3.882 10.272 4 0.97 1.14 0 0 0 1.199 0 0 0 0 2.058 0.0 0 11.783 11.382 0 0 0 0 3.366 1.789 0 8.51 0 0 1 3.956 2.8079 0 0 0 0 0 31.9 2 0 0 0.0 3.413 2.974 9.377 0 0.96 1.141 0 0 0 1.208 0 0 0 0 1.962 0.001 0 0.0 6.102 0 0 0 0 2.976 1.567 0 7.59 0 0 1 @@ -279,8 +279,8 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.17 2.9651 0 0 0 0 0 33.3 2 0 2 0.0 2.499 0.971 8.597 0 0.979 1.145 0 0 0 1.271 0 0 0 0 1.848 0.368 0 0.0 1.542 0 0 1 0 3.33 2.767 1 7.322 0 0 1 4.0 3.0 0 0 0 0 0 50.0 0 0 0 0.0 2.72 0.0 8.623 0 0.971 1.104 0 0 0 1.316 1 0 0 0 2.0 0.13 0 0.0 0.667 0 0 0 0 3.452 2.0 0 7.573 0 0 1 4.499 3.0778 0 0 0 0 1 43.8 0 1 0 0.0 2.99 1.125 9.311 2 0.991 1.117 0 0 0 1.253 1 0 0 0 2.136 0.045 0 0.0 1.481 0 1 0 0 3.573 2.146 0 7.878 0 0 1 -4.783 3.2726 0 0 2 0 2 38.9 0 1 2 0.0 3.105 1.187 9.668 2 0.998 1.132 0 0 0 1.23 1 0 0 0 2.222 -0.025 0 0.0 1.358 0 2 2 2 3.666 2.315 1 8.046 0 0 1 -5.31 2.3715 0 0 0 0 4 58.3 0 2 0 -0.128 3.745 0.625 10.681 8 1.008 1.087 0 0 0 1.312 6 0 0 0 2.499 0.0 0 24.203 1.262 0 0 0 0 3.942 2.5 0 8.901 0 0 1 +4.783 3.2726 0 0 2 0 2 38.9 0 1 2 0.0 3.105 1.187 9.668 2 0.998 1.132 0 0 0 1.23 1 0 0 0 2.222 -0.025 0 0.0 1.358 0 2 2 2 3.666 2.315 1 8.046 0 0 0 +5.31 2.3715 0 0 0 0 4 58.3 0 2 0 -0.128 3.745 0.625 10.681 8 1.008 1.087 0 0 0 1.312 6 0 0 0 2.499 0.0 0 24.203 1.262 0 0 0 0 3.942 2.5 0 8.901 0 0 0 4.977 1.9452 0 0 0 0 0 32.4 1 6 0 -0.347 4.201 3.866 10.735 9 0.992 1.14 0 0 0 1.166 1 0 0 0 2.361 0.0 0 11.747 10.593 0 0 0 3 3.497 2.3 0 8.778 0 0 1 4.977 1.9472 0 0 0 0 0 31.4 1 6 0 -0.338 4.127 3.706 10.694 9 0.993 1.143 0 0 0 1.153 1 0 0 0 2.361 0.0 0 11.724 9.639 0 0 0 3 3.497 2.321 0 8.68 0 0 1 4.825 3.1934 3 0 0 0 3 46.7 1 0 0 0.0 3.642 1.185 9.902 0 1.034 1.1 0 0 0 1.359 1 0 1 0 2.263 0.014 0 0.0 1.476 0 2 0 0 4.054 2.483 0 9.085 0 3 0 @@ -316,11 +316,11 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.461 3.6265 0 0 8 0 0 25.7 0 0 0 0.0 3.242 2.117 9.797 0 0.975 1.161 0 0 0 1.182 0 0 0 0 2.084 -0.007 0 0.0 3.798 0 0 4 0 3.216 1.833 3 7.767 0 0 0 4.0 2.7345 0 1 0 0 0 16.7 0 0 0 0.0 2.197 0.811 8.318 0 0.988 1.187 1 0 0 1.104 0 0 0 0 1.732 -0.572 0 0.0 1.0 0 0 2 2 3.02 2.5 2 6.636 0 0 0 5.382 4.8614 1 0 0 1 0 20.0 2 4 0 0.0 3.855 1.352 10.182 6 1.086 1.162 0 0 0 1.154 0 1 0 0 2.264 0.051 0 19.844 1.459 0 0 2 2 6.88 3.889 1 11.599 0 1 0 -3.0 2.0093 0 0 0 0 0 22.2 0 1 0 0.0 1.926 0.918 6.594 0 0.998 1.162 0 0 0 1.102 0 0 0 0 1.414 0.861 0 0.0 1.333 0 0 0 0 2.731 2.5 0 6.033 0 0 0 +3.0 2.0093 0 0 0 0 0 22.2 0 1 0 0.0 1.926 0.918 6.594 0 0.998 1.162 0 0 0 1.102 0 0 0 0 1.414 0.861 0 0.0 1.333 0 0 0 0 2.731 2.5 0 6.033 0 0 1 4.414 3.4168 0 0 0 0 0 28.6 4 1 0 0.0 2.72 1.379 9.222 0 0.977 1.148 0 0 0 1.18 0 0 0 0 2.0 0.124 0 0.0 2.133 0 0 0 0 3.189 2.024 0 7.198 0 0 0 3.879 3.1116 0 0 0 0 0 26.1 0 3 0 0.0 2.995 2.281 8.743 0 1.007 1.154 0 0 0 1.107 0 0 0 0 1.902 0.047 0 0.0 3.685 0 0 0 0 3.047 2.278 0 7.323 0 0 0 3.414 2.1658 2 0 0 0 0 20.0 0 0 0 0.0 2.78 1.0 7.408 0 0.98 1.109 0 0 0 1.396 0 0 0 0 1.618 -0.501 0 0.0 1.707 0 0 0 0 4.066 1.917 0 8.467 0 0 0 -4.732 3.0634 0 0 0 0 0 28.6 4 4 0 0.0 3.327 0.827 10.09 8 1.014 1.149 0 0 0 1.118 1 0 0 0 2.236 0.004 0 0.0 1.026 0 0 0 0 3.426 2.278 0 7.977 0 0 0 +4.732 3.0634 0 0 0 0 0 28.6 4 4 0 0.0 3.327 0.827 10.09 8 1.014 1.149 0 0 0 1.118 1 0 0 0 2.236 0.004 0 0.0 1.026 0 0 0 0 3.426 2.278 0 7.977 0 0 1 4.17 3.021 1 0 0 0 0 22.2 1 1 0 -0.259 4.279 0.971 8.597 0 1.029 1.14 0 0 0 1.495 0 0 0 0 1.848 0.396 0 9.583 1.542 0 0 1 2 10.692 3.257 1 14.218 0 1 0 5.248 4.9627 0 1 0 2 0 33.3 4 0 10 0.0 3.388 1.792 10.573 0 0.998 1.152 0 0 0 1.257 0 0 0 0 2.247 -0.008 0 0.0 3.06 0 0 10 0 3.648 2.792 4 8.44 0 0 0 3.414 3.4592 1 0 0 0 0 28.6 0 0 0 0.0 2.634 1.0 7.408 0 1.009 1.119 0 0 0 1.384 0 0 0 0 1.618 -0.642 0 0.0 1.707 0 0 0 0 3.844 2.792 1 8.128 0 0 0 @@ -346,7 +346,7 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.825 2.4725 0 0 0 0 0 33.3 0 2 0 0.0 3.15 1.185 9.902 4 0.993 1.139 0 0 0 1.177 1 0 0 0 2.263 0.013 0 0.0 1.476 1 0 0 2 3.367 2.55 0 7.747 0 0 0 5.509 2.1816 3 0 0 0 2 48.0 0 0 0 0.0 3.897 0.648 10.62 0 0.989 1.084 0 0 0 1.449 2 0 1 0 2.404 0.0 0 0.0 2.451 0 2 0 0 4.592 2.15 0 9.532 0 2 0 5.2 3.1674 0 0 6 0 4 45.5 0 4 6 0.0 3.793 1.125 10.598 8 1.058 1.121 0 2 0 1.262 3 0 0 0 2.441 0.0 0 42.927 1.832 0 2 4 0 4.033 3.167 2 9.15 0 0 0 -5.103 2.7331 0 0 0 0 2 55.6 0 2 0 -0.185 3.46 0.73 10.265 6 1.017 1.092 0 0 0 1.294 3 0 0 0 2.393 -0.002 0 22.384 1.026 0 0 0 0 3.843 2.722 0 8.577 0 0 0 +5.103 2.7331 0 0 0 0 2 55.6 0 2 0 -0.185 3.46 0.73 10.265 6 1.017 1.092 0 0 0 1.294 3 0 0 0 2.393 -0.002 0 22.384 1.026 0 0 0 0 3.843 2.722 0 8.577 0 0 1 4.803 1.403 0 0 6 0 4 42.2 0 2 10 -0.069 4.134 0.477 10.907 6 1.003 1.127 0 0 0 1.215 4 0 0 0 2.356 0.0 0 23.374 5.207 0 2 4 2 3.729 2.26 4 9.22 0 0 0 4.303 3.3382 0 0 0 0 0 33.3 1 0 0 0.0 2.741 0.862 9.067 0 0.998 1.152 0 0 0 1.289 1 0 0 1 2.115 0.137 0 0.0 0.956 0 0 4 1 3.627 2.194 2 7.794 0 0 0 4.499 3.1284 0 0 0 0 0 46.7 0 0 2 0.0 3.013 1.125 9.311 0 0.984 1.116 0 0 0 1.299 1 0 0 0 2.136 0.045 0 0.0 1.481 0 0 3 0 3.608 2.208 1 7.967 0 0 0 @@ -404,7 +404,7 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.895 3.54 2 0 1 0 3 42.9 0 2 2 0.0 3.647 1.16 10.099 4 1.084 1.117 0 1 0 1.296 1 0 1 0 2.292 -0.008 0 20.337 1.696 0 3 2 0 4.073 3.202 1 9.118 0 2 0 4.958 3.5995 2 0 1 0 3 42.9 0 2 2 0.0 3.647 1.16 10.099 4 1.084 1.117 0 1 0 1.299 1 0 1 0 2.303 -0.008 0 20.422 1.602 0 3 2 0 4.057 3.202 1 9.118 0 2 0 5.098 2.6361 0 0 10 0 2 44.8 0 0 8 0.011 3.695 0.875 10.386 0 0.99 1.123 0 0 0 1.287 2 0 0 1 2.358 0.0 0 0.0 2.298 0 2 4 3 3.746 2.25 3 8.719 0 0 0 -4.77 3.0583 0 0 0 0 2 45.0 1 1 0 1.014 3.217 1.185 9.882 2 0.987 1.114 0 0 0 1.288 1 0 0 0 2.236 0.014 0 0.0 1.74 0 1 0 1 3.69 2.4 0 8.228 0 0 0 +4.77 3.0583 0 0 0 0 2 45.0 1 1 0 1.014 3.217 1.185 9.882 2 0.987 1.114 0 0 0 1.288 1 0 0 0 2.236 0.014 0 0.0 1.74 0 1 0 1 3.69 2.4 0 8.228 0 0 1 4.947 2.9807 0 0 0 0 2 40.0 2 1 0 0.0 3.266 1.455 9.974 3 0.981 1.125 0 0 0 1.253 1 0 0 0 2.282 -0.007 0 0.0 1.887 0 1 0 1 3.683 2.197 0 8.152 0 0 0 4.805 2.8459 0 0 0 0 2 40.0 2 1 0 0.0 3.266 1.455 9.947 2 0.981 1.125 0 0 0 1.25 1 0 0 0 2.251 -0.007 0 0.0 2.041 0 1 0 1 3.657 2.197 0 8.148 0 0 0 5.459 2.9274 0 0 0 2 2 37.8 5 1 0 0.0 3.547 1.571 10.843 2 0.974 1.129 0 0 0 1.265 1 0 0 0 2.378 -0.001 0 0.0 2.74 0 1 0 1 3.704 2.089 0 8.48 0 0 0 @@ -594,7 +594,7 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.923 2.4754 1 0 0 0 2 47.1 0 1 0 0.0 3.392 0.664 9.946 2 1.011 1.107 0 0 0 1.271 2 0 1 0 2.387 -0.007 0 0.0 1.563 0 1 0 0 3.922 2.178 0 8.669 0 1 0 4.782 2.3537 0 0 2 0 0 30.8 1 2 2 -0.638 3.243 1.273 9.947 4 0.998 1.147 0 0 0 1.141 1 0 0 0 2.251 -0.007 0 10.518 1.951 2 0 1 3 3.446 2.621 1 7.915 0 0 0 2.0 1.1349 0 1 0 0 0 0.0 0 0 0 0.0 1.544 0.0 4.174 0 1.015 1.235 1 0 0 0.863 0 0 0 0 1.0 -1.099 0 0.0 1.0 0 0 0 4 2.267 4.0 2 4.917 0 0 0 -4.214 2.8141 0 0 0 0 0 33.3 2 0 0 0.0 2.582 1.459 8.755 0 0.961 1.138 0 0 0 1.27 0 0 0 0 1.902 -0.197 0 0.0 2.052 0 0 0 0 3.09 1.972 0 7.038 0 0 0 +4.214 2.8141 0 0 0 0 0 33.3 2 0 0 0.0 2.582 1.459 8.755 0 0.961 1.138 0 0 0 1.27 0 0 0 0 1.902 -0.197 0 0.0 2.052 0 0 0 0 3.09 1.972 0 7.038 0 0 1 3.902 2.6931 2 0 0 0 0 30.8 2 0 0 0.0 3.401 2.322 8.881 0 0.985 1.139 0 0 0 1.241 0 0 1 0 1.919 -0.022 0 0.0 4.086 0 0 0 0 3.547 2.022 0 8.444 0 2 0 5.164 3.7343 4 0 0 1 0 27.3 2 0 0 0.0 3.525 1.379 9.874 0 1.075 1.131 0 0 0 1.305 0 0 1 0 2.136 0.138 0 0.0 1.496 0 0 0 0 4.099 2.956 0 9.051 0 4 0 5.646 4.8224 3 0 0 2 0 25.0 2 0 0 0.0 3.543 0.811 10.505 0 1.27 1.262 0 0 2 1.119 0 0 0 0 2.303 -0.099 0 0.0 1.411 0 0 0 0 4.196 4.854 0 9.044 0 6 0 @@ -608,14 +608,14 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.438 3.4065 0 0 0 0 0 26.1 3 1 0 0.0 2.85 1.561 9.104 0 0.983 1.157 0 0 0 1.122 0 0 0 0 2.029 -0.073 0 0.0 2.054 0 0 3 1 3.137 2.25 1 7.167 0 0 0 5.236 3.8074 0 0 0 1 0 23.8 3 2 1 0.0 2.89 1.406 9.967 4 1.003 1.162 0 0 0 1.066 0 0 0 0 2.189 -0.078 0 0.0 1.309 0 0 3 4 3.311 2.969 1 7.37 0 0 0 4.491 3.6384 0 0 2 0 0 28.6 3 1 2 0.0 3.231 2.23 9.449 0 0.976 1.151 0 0 0 1.166 0 0 0 0 2.093 -0.007 0 0.0 2.764 0 0 3 1 3.167 2.0 1 7.528 0 0 0 -3.879 2.8492 0 0 0 0 0 29.6 2 1 0 0.0 2.938 2.281 8.743 2 0.973 1.146 0 0 0 1.169 0 0 0 0 1.902 0.04 0 0.0 3.685 0 0 0 0 2.997 1.833 0 7.135 0 0 0 +3.879 2.8492 0 0 0 0 0 29.6 2 1 0 0.0 2.938 2.281 8.743 2 0.973 1.146 0 0 0 1.169 0 0 0 0 1.902 0.04 0 0.0 3.685 0 0 0 0 2.997 1.833 0 7.135 0 0 1 5.283 4.9583 0 0 0 4 0 29.6 10 4 0 0.0 3.781 2.161 11.219 14 0.988 1.146 0 0 0 1.164 0 0 0 0 2.298 0.0 0 0.0 5.013 0 0 0 0 3.48 2.1 0 8.553 0 0 0 5.333 4.7687 0 0 0 2 0 25.6 6 7 0 0.0 3.66 2.027 10.771 24 1.026 1.155 0 0 0 1.068 0 0 0 0 2.303 0.0 0 0.0 3.918 0 0 0 6 3.394 3.176 0 8.181 0 0 0 -4.482 3.906 0 0 0 0 0 27.3 4 4 0 0.0 3.368 2.192 9.868 3 1.004 1.151 0 0 0 1.107 0 0 0 0 2.098 0.004 0 0.0 4.063 0 0 0 2 3.248 2.577 0 7.861 0 0 0 +4.482 3.906 0 0 0 0 0 27.3 4 4 0 0.0 3.368 2.192 9.868 3 1.004 1.151 0 0 0 1.107 0 0 0 0 2.098 0.004 0 0.0 4.063 0 0 0 2 3.248 2.577 0 7.861 0 0 1 4.412 3.3381 0 0 4 0 0 32.2 2 2 2 0.253 4.479 4.297 10.675 4 0.971 1.142 0 0 0 1.198 0 0 0 0 2.086 0.0 0 24.053 15.507 0 0 4 2 3.374 1.841 2 8.904 0 0 0 4.38 3.3651 0 2 4 0 0 23.1 0 2 4 -0.439 3.343 2.252 9.65 2 1.018 1.173 2 0 0 1.115 0 0 0 0 2.047 -0.008 0 21.129 4.178 0 0 4 6 3.366 3.028 4 8.066 0 0 0 4.947 4.3619 2 0 0 0 0 28.6 0 4 0 -2.409 4.298 1.371 9.956 4 1.101 1.126 0 0 0 1.246 0 1 0 0 2.214 -0.028 0 20.21 2.232 0 0 0 2 6.911 3.75 0 12.27 0 2 0 -4.675 4.5744 0 0 0 0 0 27.3 0 6 0 -3.785 3.49 1.776 10.007 0 1.073 1.155 0 0 0 1.099 0 0 0 0 2.175 0.005 0 30.436 2.211 0 0 3 3 3.488 3.885 1 8.405 0 0 0 +4.675 4.5744 0 0 0 0 0 27.3 0 6 0 -3.785 3.49 1.776 10.007 0 1.073 1.155 0 0 0 1.099 0 0 0 0 2.175 0.005 0 30.436 2.211 0 0 3 3 3.488 3.885 1 8.405 0 0 1 5.182 4.1948 3 0 0 0 0 21.1 2 2 0 0.0 3.463 1.837 9.966 2 1.007 1.119 0 0 0 1.35 0 0 0 0 2.175 0.045 0 0.0 2.244 0 0 0 0 4.828 2.46 0 9.521 0 0 0 5.602 5.159 1 0 0 0 0 20.7 0 1 12 0.0 3.361 1.241 10.509 6 0.989 1.164 0 0 0 1.231 0 0 0 0 2.376 0.013 0 12.09 1.357 0 0 0 0 4.468 2.346 3 9.077 0 0 0 5.27 5.1487 7 0 0 0 0 25.7 3 4 0 0.0 5.27 2.388 10.649 12 1.039 1.119 0 0 0 1.379 0 1 0 0 2.284 0.0 0 12.499 3.036 0 0 0 0 6.912 2.39 0 13.367 0 6 0 @@ -665,14 +665,14 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 5.718 2.1601 3 0 3 0 3 45.7 0 0 0 0.951 4.802 1.11 11.097 0 0.977 1.09 0 0 0 1.471 3 0 0 0 2.527 0.0 0 0.0 1.942 0 0 0 0 10.349 1.943 1 14.03 0 0 0 5.301 3.2179 3 0 0 0 1 33.3 1 4 0 -0.331 4.046 2.058 10.721 7 1.011 1.115 0 0 0 1.309 1 0 0 0 2.36 0.0 0 12.071 2.598 0 0 0 0 4.824 2.42 0 9.789 0 0 0 5.446 2.5224 2 0 1 0 3 40.0 1 4 2 0.0 4.116 1.197 10.882 12 1.018 1.111 0 1 0 1.308 2 0 0 0 2.397 0.0 0 21.296 3.431 0 3 2 0 4.719 2.57 1 9.801 0 0 0 -4.65 2.596 0 0 0 0 2 42.3 1 1 0 0.0 3.361 1.758 9.82 2 0.981 1.12 0 0 0 1.276 1 0 0 0 2.224 0.004 0 10.332 2.705 0 0 0 0 3.652 2.236 0 8.227 0 0 0 +4.65 2.596 0 0 0 0 2 42.3 1 1 0 0.0 3.361 1.758 9.82 2 0.981 1.12 0 0 0 1.276 1 0 0 0 2.224 0.004 0 10.332 2.705 0 0 0 0 3.652 2.236 0 8.227 0 0 1 5.236 3.9253 5 0 0 0 6 46.2 0 1 0 0.0 3.967 0.799 10.434 2 1.123 1.09 0 0 0 1.352 1 0 1 0 2.414 0.004 0 0.0 0.873 0 6 0 1 4.295 3.046 0 9.557 0 5 0 5.188 3.1467 5 0 0 1 4 40.0 2 1 0 0.0 5.069 1.781 10.7 4 1.026 1.093 0 0 0 1.461 1 1 0 0 2.35 0.0 1 0.0 3.228 0 4 0 0 6.914 2.135 0 13.183 0 5 0 4.985 2.0546 0 0 0 0 0 38.7 0 1 0 1.982 3.408 0.569 10.158 3 0.977 1.127 0 0 0 1.236 2 0 0 0 2.327 0.001 0 11.653 2.096 1 0 0 0 3.547 1.974 0 8.148 0 0 0 5.512 2.2581 0 0 0 1 4 40.4 4 4 0 0.0 4.013 1.555 10.927 4 0.998 1.124 0 0 0 1.227 2 0 0 0 2.426 0.0 0 0.0 4.054 0 2 0 2 3.787 2.301 0 8.93 0 0 0 5.349 1.9393 0 0 0 0 7 49.2 3 1 0 0.0 4.332 0.541 11.225 3 0.977 1.106 0 0 0 1.312 4 0 0 0 2.5 0.0 0 0.0 2.737 0 1 0 1 3.882 1.989 0 9.367 0 0 0 5.535 2.4918 8 0 0 1 8 41.2 4 2 0 0.0 5.587 1.707 11.349 6 1.017 1.097 0 0 0 1.429 2 1 0 0 2.484 0.0 1 0.0 4.711 0 6 0 0 6.912 2.073 0 13.654 0 8 0 -5.131 2.5259 0 0 0 0 3 50.0 0 3 0 -0.688 3.829 1.126 10.558 9 1.009 1.104 0 0 0 1.269 2 0 0 0 2.384 0.0 0 23.875 2.895 0 0 0 0 3.833 2.546 0 8.899 1 0 0 +5.131 2.5259 0 0 0 0 3 50.0 0 3 0 -0.688 3.829 1.126 10.558 9 1.009 1.104 0 0 0 1.269 2 0 0 0 2.384 0.0 0 23.875 2.895 0 0 0 0 3.833 2.546 0 8.899 1 0 1 5.095 1.9952 0 0 1 0 0 34.9 2 4 1 -0.437 3.866 0.737 10.802 11 1.003 1.137 0 0 0 1.207 2 0 0 0 2.383 0.0 0 34.836 3.664 4 0 2 2 3.58 2.633 1 8.709 0 0 0 5.993 1.665 12 0 0 6 0 42.9 0 0 0 0.765 4.84 0.692 12.114 0 1.059 1.103 0 0 0 1.366 15 0 1 0 2.804 0.0 0 0.0 2.191 8 0 0 0 4.416 2.494 0 10.41 0 12 0 5.775 1.9708 0 0 8 2 0 36.7 5 2 4 0.232 4.057 1.81 11.419 8 0.98 1.133 0 0 0 1.234 6 0 0 0 2.678 0.0 0 26.695 3.151 2 0 3 0 3.855 2.067 1 8.917 0 0 0 @@ -742,7 +742,7 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 5.197 3.9762 0 0 0 1 0 30.4 3 2 0 0.168 3.027 1.436 10.091 2 0.993 1.145 0 0 0 1.177 0 0 0 0 2.194 0.044 0 10.538 2.176 0 0 0 0 3.434 2.546 0 7.817 0 0 0 4.17 3.2655 0 0 0 0 0 25.0 0 1 0 0.0 2.488 0.971 8.597 2 1.007 1.163 0 0 0 1.161 0 0 0 0 1.848 0.397 0 9.431 1.542 0 0 0 0 3.232 3.0 1 7.151 0 0 0 5.334 5.7899 0 0 0 1 0 36.0 4 6 0 -0.95 4.052 2.273 10.952 24 1.009 1.133 0 0 0 1.204 0 0 0 0 2.328 0.0 0 34.898 3.178 0 0 0 0 3.593 2.74 0 8.991 0 0 0 -4.236 2.9329 0 0 1 0 0 31.4 1 1 1 -0.155 3.64 3.128 9.766 1 0.972 1.144 0 0 0 1.192 0 0 0 0 1.991 0.0 0 10.523 7.244 0 0 1 2 3.309 1.981 1 8.07 0 0 0 +4.236 2.9329 0 0 1 0 0 31.4 1 1 1 -0.155 3.64 3.128 9.766 1 0.972 1.144 0 0 0 1.192 0 0 0 0 1.991 0.0 0 10.523 7.244 0 0 1 2 3.309 1.981 1 8.07 0 0 1 4.724 1.7824 0 0 0 0 0 34.9 1 3 0 -0.779 4.016 3.711 10.425 6 0.98 1.135 0 0 0 1.212 1 0 0 0 2.31 0.0 0 22.241 9.474 1 0 0 0 3.637 2.087 0 8.645 0 0 0 5.332 5.554 0 0 0 1 0 36.6 1 6 0 -1.839 3.932 2.396 10.694 18 1.02 1.132 0 0 0 1.184 0 0 0 0 2.315 0.0 0 33.525 2.891 0 0 0 0 3.527 2.893 0 8.803 0 0 0 5.332 5.581 0 0 0 1 0 35.9 1 7 0 -2.172 3.942 2.396 10.694 21 1.032 1.133 0 0 0 1.169 0 0 0 0 2.315 0.0 0 33.28 2.891 0 0 0 1 3.529 3.083 0 8.813 0 0 0 @@ -794,8 +794,8 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 5.119 3.7467 4 0 0 0 5 46.2 0 1 0 0.0 3.825 0.832 10.265 2 1.098 1.095 0 0 0 1.344 1 0 1 0 2.365 -0.008 0 0.0 0.952 0 5 0 1 4.216 2.98 0 9.376 0 4 0 5.26 2.4916 5 0 0 0 6 37.5 1 2 0 -0.416 4.387 2.929 10.814 5 1.013 1.124 0 0 0 1.281 1 0 1 0 2.438 0.0 0 11.973 6.971 0 6 0 0 4.295 2.389 0 9.725 0 5 0 4.783 3.2512 1 0 0 0 2 50.0 0 1 0 0.0 3.319 1.187 9.668 2 1.022 1.1 0 0 0 1.321 1 0 1 0 2.222 -0.026 0 10.143 1.358 0 1 0 0 3.911 2.716 0 8.565 0 1 0 -4.543 2.7404 0 0 0 0 1 47.6 1 1 0 0.078 3.315 1.705 9.722 1 0.988 1.109 0 0 0 1.296 1 0 0 0 2.166 -0.008 0 10.53 2.905 0 0 0 0 3.611 2.394 0 8.295 0 0 0 -5.072 2.2317 0 0 0 0 2 35.4 2 4 0 -0.862 4.429 3.61 10.833 12 0.978 1.134 0 0 0 1.212 1 0 0 0 2.351 0.0 0 25.194 10.844 0 0 0 0 3.794 1.991 0 9.08 2 0 0 +4.543 2.7404 0 0 0 0 1 47.6 1 1 0 0.078 3.315 1.705 9.722 1 0.988 1.109 0 0 0 1.296 1 0 0 0 2.166 -0.008 0 10.53 2.905 0 0 0 0 3.611 2.394 0 8.295 0 0 1 +5.072 2.2317 0 0 0 0 2 35.4 2 4 0 -0.862 4.429 3.61 10.833 12 0.978 1.134 0 0 0 1.212 1 0 0 0 2.351 0.0 0 25.194 10.844 0 0 0 0 3.794 1.991 0 9.08 2 0 1 5.315 3.0581 0 0 0 1 2 40.7 3 2 0 -0.875 3.461 1.23 10.548 4 0.994 1.123 0 0 0 1.243 1 0 0 0 2.334 -0.002 0 10.562 2.215 0 0 0 1 3.743 2.558 0 8.485 0 0 0 5.107 2.9658 0 0 0 1 1 39.3 3 3 0 -0.472 3.533 1.876 10.447 8 1.006 1.126 0 0 0 1.217 1 0 0 0 2.248 0.001 0 11.344 3.439 0 0 0 0 3.678 2.47 0 8.491 0 0 0 4.882 3.4294 0 0 2 0 2 41.2 0 4 2 -1.168 3.483 1.258 10.136 8 1.069 1.127 0 1 0 1.199 1 0 0 0 2.288 0.005 0 30.73 2.011 0 1 2 1 3.857 3.5 1 8.704 0 0 0 @@ -832,7 +832,7 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.843 2.7944 0 0 1 0 2 34.4 0 5 1 -0.929 3.729 2.297 10.299 7 1.029 1.139 0 0 0 1.153 1 0 0 0 2.268 0.0 0 10.307 4.371 0 2 0 3 3.681 2.755 1 8.613 0 0 0 3.618 2.3247 2 0 0 0 0 27.3 2 0 0 0.0 3.679 1.522 7.853 0 1.008 1.131 0 0 0 1.338 0 1 1 0 1.732 0.336 0 0.0 2.094 0 0 0 0 6.866 2.272 0 11.578 0 2 0 3.0 1.7389 1 0 0 0 0 25.0 2 0 0 0.0 3.426 0.918 6.594 0 0.985 1.136 0 0 0 1.383 0 1 0 0 1.414 0.691 0 0.0 1.333 0 0 0 0 6.867 2.083 0 11.561 0 1 0 -5.051 3.532 0 0 2 0 0 30.0 2 6 2 -0.794 4.214 3.546 10.717 9 0.991 1.146 0 0 0 1.141 0 0 0 0 2.291 0.0 0 11.784 10.986 0 0 2 6 3.519 2.435 1 8.71 0 0 0 +5.051 3.532 0 0 2 0 0 30.0 2 6 2 -0.794 4.214 3.546 10.717 9 0.991 1.146 0 0 0 1.141 0 0 0 0 2.291 0.0 0 11.784 10.986 0 0 2 6 3.519 2.435 1 8.71 0 0 1 4.876 2.8477 0 0 2 0 0 30.0 2 2 3 -0.608 3.21 1.193 10.053 4 1.02 1.154 0 0 0 1.174 1 0 0 0 2.336 0.014 0 21.357 1.586 0 0 3 2 3.631 2.9 2 8.126 0 0 0 4.953 3.4085 0 0 2 0 2 40.0 1 2 3 0.0 3.351 1.273 9.975 4 1.015 1.129 0 1 0 1.241 1 0 0 0 2.288 -0.008 0 20.772 1.602 0 1 2 0 3.853 2.803 1 8.521 0 0 0 5.418 3.1768 10 0 0 0 12 54.5 0 0 0 0.0 4.608 0.72 11.151 0 1.121 1.069 0 0 0 1.413 2 0 1 0 2.532 0.0 0 0.0 2.359 0 10 0 0 4.361 2.778 0 10.237 0 10 0 From a2a83062e9f023dd5c1e7549acb3bb5c790eaee7 Mon Sep 17 00:00:00 2001 From: Bjoern Gruening Date: Tue, 14 Jan 2025 21:24:57 +0100 Subject: [PATCH 09/13] update test data --- tools/tabpfn/test-data/output_predicted_data | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/tools/tabpfn/test-data/output_predicted_data b/tools/tabpfn/test-data/output_predicted_data index 2859c33eb5..3588f1d999 100644 --- a/tools/tabpfn/test-data/output_predicted_data +++ b/tools/tabpfn/test-data/output_predicted_data @@ -171,7 +171,7 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 4.845 2.7876 0 0 0 0 2 40.0 1 4 0 -0.746 3.678 2.125 10.281 8 1.016 1.125 0 0 0 1.217 1 0 0 0 2.282 0.0 0 22.67 3.549 0 1 0 0 3.718 2.667 0 8.635 0 0 1 5.31 3.4619 1 0 0 0 1 37.5 0 3 0 0.0 3.425 1.185 10.25 6 1.044 1.112 0 0 0 1.246 1 0 0 0 2.288 0.015 0 20.777 1.726 0 1 0 1 4.734 3.258 0 9.474 0 0 1 4.414 2.2808 0 0 0 0 0 35.3 0 1 0 0.464 2.801 0.802 9.183 2 0.985 1.134 0 0 0 1.197 1 0 0 0 2.101 -0.069 0 10.463 0.975 0 0 0 0 3.344 2.31 0 7.446 0 0 1 -4.963 2.736 0 0 0 0 3 52.4 0 2 0 -0.884 3.532 0.985 10.277 4 1.009 1.099 0 0 0 1.296 3 0 0 0 2.359 0.001 0 10.645 1.762 0 0 0 1 3.881 2.59 0 8.68 0 0 1 +4.963 2.736 0 0 0 0 3 52.4 0 2 0 -0.884 3.532 0.985 10.277 4 1.009 1.099 0 0 0 1.296 3 0 0 0 2.359 0.001 0 10.645 1.762 0 0 0 1 3.881 2.59 0 8.68 0 0 0 4.877 2.6955 0 0 0 0 3 47.1 0 3 0 0.0 3.359 0.943 10.07 6 1.037 1.11 0 0 0 1.243 3 0 0 0 2.36 0.004 0 10.31 1.496 0 2 0 0 3.775 2.591 0 8.386 0 0 1 4.414 2.8449 0 0 0 0 0 41.7 0 1 1 0.041 2.898 0.802 9.183 2 1.016 1.128 0 0 0 1.254 1 0 0 0 2.101 -0.082 0 10.249 0.975 0 0 2 1 3.535 2.738 1 7.809 0 0 1 4.963 2.8471 0 0 1 0 2 50.0 0 2 3 -0.995 3.539 0.985 10.277 2 1.02 1.108 0 0 0 1.277 3 0 0 0 2.359 0.001 0 10.582 1.762 0 0 4 1 3.899 2.667 1 8.702 0 0 0 @@ -260,7 +260,7 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 5.021 3.5325 0 0 0 0 4 38.9 0 5 0 -1.291 3.45 1.124 10.277 10 1.072 1.127 0 0 0 1.147 1 0 0 0 2.343 0.005 0 10.313 1.623 0 3 0 4 3.834 3.611 0 8.537 0 0 1 4.499 3.0645 0 0 2 0 1 53.8 0 0 2 0.0 3.047 1.125 9.311 0 0.99 1.102 0 0 0 1.337 1 0 0 0 2.136 0.046 0 0.0 1.481 0 0 1 0 3.636 2.521 1 8.094 0 0 1 4.414 2.1543 0 0 1 0 0 30.0 0 0 2 0.0 2.736 0.802 9.183 0 0.97 1.149 0 0 0 1.165 1 0 0 0 2.101 -0.064 0 0.0 0.975 0 0 2 2 3.143 1.833 1 7.083 0 0 0 -5.099 2.2523 0 0 0 1 0 35.1 2 2 0 1.47 3.533 1.938 10.469 3 0.983 1.135 0 0 0 1.209 1 0 0 0 2.236 -0.001 0 10.55 3.879 1 0 0 1 3.429 2.283 0 8.257 0 0 1 +5.099 2.2523 0 0 0 1 0 35.1 2 2 0 1.47 3.533 1.938 10.469 3 0.983 1.135 0 0 0 1.209 1 0 0 0 2.236 -0.001 0 10.55 3.879 1 0 0 1 3.429 2.283 0 8.257 0 0 0 4.791 2.9639 0 0 0 0 2 45.0 0 1 0 0.0 3.211 1.461 9.725 3 0.987 1.114 0 0 0 1.29 1 0 0 0 2.231 0.014 0 0.0 1.917 0 1 0 1 3.661 2.383 0 8.14 0 0 1 4.842 2.4571 0 0 0 0 2 54.5 0 0 0 0.0 3.414 0.0 9.955 0 0.974 1.094 0 0 0 1.336 2 0 0 0 2.278 -0.002 0 0.0 2.113 0 0 0 0 3.711 1.944 0 8.428 0 0 0 4.303 2.9763 0 0 0 0 0 30.0 0 3 0 -0.546 2.745 0.862 9.067 2 1.075 1.146 0 0 0 1.101 1 0 0 0 2.115 0.153 0 9.799 0.956 0 0 0 0 3.464 3.111 0 7.565 0 0 1 @@ -504,7 +504,7 @@ SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_ 3.618 3.2048 1 0 0 0 0 44.4 0 0 0 0.0 2.816 0.0 8.412 0 0.983 1.083 0 0 0 1.476 1 0 0 0 2.0 -0.214 0 0.0 0.579 0 0 0 0 4.034 1.967 0 8.415 0 0 0 5.0 3.5426 3 0 0 1 0 25.0 2 0 0 0.0 3.224 0.722 9.657 0 1.078 1.135 0 0 1 1.366 0 0 0 0 2.0 0.389 0 0.0 0.8 0 0 0 0 4.227 3.117 0 8.859 0 3 0 5.345 6.9923 0 0 0 1 0 32.7 8 8 0 -1.343 4.603 2.936 11.367 32 0.988 1.14 0 0 0 1.18 0 0 0 0 2.361 0.0 0 52.856 3.435 0 0 0 0 3.563 2.25 0 9.275 0 0 0 -3.978 2.9644 0 0 1 0 0 32.8 1 1 1 0.0 3.799 3.44 9.762 1 0.971 1.141 0 0 0 1.207 0 0 0 0 1.98 0.0 0 9.874 8.527 0 0 1 0 3.359 1.905 1 8.252 0 0 0 +3.978 2.9644 0 0 1 0 0 32.8 1 1 1 0.0 3.799 3.44 9.762 1 0.971 1.141 0 0 0 1.207 0 0 0 0 1.98 0.0 0 9.874 8.527 0 0 1 0 3.359 1.905 1 8.252 0 0 1 4.17 3.3271 1 1 0 0 0 10.0 0 0 0 0.116 2.767 0.971 8.597 0 1.027 1.183 1 0 0 1.193 0 0 0 0 1.848 0.419 0 0.0 1.542 0 0 1 5 3.849 3.167 3 8.14 0 0 0 5.382 3.4093 0 0 0 2 2 44.4 2 0 0 0.0 3.648 1.197 10.84 0 1.139 1.229 0 0 2 1.046 1 0 0 0 2.381 0.001 0 0.0 2.219 0 0 0 0 3.809 4.417 0 8.673 0 6 0 4.796 3.4398 0 0 2 0 2 37.5 0 2 4 0.0 3.288 1.185 9.882 4 1.039 1.14 0 1 0 1.224 1 0 0 0 2.243 0.015 0 20.206 1.686 0 2 4 2 3.837 3.133 2 8.506 0 0 0 From be6b73c08d6a74ea43a0fa364a257e36d161a135 Mon Sep 17 00:00:00 2001 From: Anup Kumar Date: Wed, 15 Jan 2025 11:20:22 +0000 Subject: [PATCH 10/13] update test --- tools/tabpfn/main.py | 4 +- tools/tabpfn/tabpfn.xml | 22 +- tools/tabpfn/test-data/local_test_rows | 838 ------------------ .../tabpfn/test-data/local_test_rows.tabular | 3 + tools/tabpfn/test-data/local_train_rows | 838 ------------------ .../tabpfn/test-data/local_train_rows.tabular | 838 ++++++++++++++++++ tools/tabpfn/test-data/output_predicted_data | 838 ------------------ tools/tabpfn/test-data/pred_data.tabular | 3 + 8 files changed, 857 insertions(+), 2527 deletions(-) delete mode 100644 tools/tabpfn/test-data/local_test_rows create mode 100644 tools/tabpfn/test-data/local_test_rows.tabular delete mode 100644 tools/tabpfn/test-data/local_train_rows create mode 100644 tools/tabpfn/test-data/local_train_rows.tabular delete mode 100644 tools/tabpfn/test-data/output_predicted_data create mode 100644 tools/tabpfn/test-data/pred_data.tabular diff --git a/tools/tabpfn/main.py b/tools/tabpfn/main.py index 2e29b2eec3..6ee32507ff 100644 --- a/tools/tabpfn/main.py +++ b/tools/tabpfn/main.py @@ -11,7 +11,7 @@ def separate_features_labels(data): - df = pd.read_csv(data, sep=",") + df = pd.read_csv(data, sep="\t") labels = df.iloc[:, -1] features = df.iloc[:, :-1] return features, labels @@ -32,7 +32,7 @@ def train_evaluate(args): print('Accuracy', accuracy_score(te_labels, y_eval)) pred_probas_test = classifier.predict_proba(te_features) te_features["predicted_labels"] = y_eval - te_features.to_csv("output_predicted_data", sep="\t", index=None) + te_features.to_csv("output_predicted_data.tabular", sep="\t", index=None) precision, recall, thresholds = precision_recall_curve(te_labels, pred_probas_test[:, 1]) average_precision = average_precision_score(te_labels, pred_probas_test[:, 1]) plt.figure(figsize=(8, 6)) diff --git a/tools/tabpfn/tabpfn.xml b/tools/tabpfn/tabpfn.xml index b4abf60a94..d03ad4f471 100644 --- a/tools/tabpfn/tabpfn.xml +++ b/tools/tabpfn/tabpfn.xml @@ -23,21 +23,21 @@ ]]> - - + + - + - - - + + + - + @@ -46,17 +46,17 @@ - 10.48550/arXiv.2207.01848 + 10.1038/s41586-024-08328-6 diff --git a/tools/tabpfn/test-data/local_test_rows b/tools/tabpfn/test-data/local_test_rows deleted file mode 100644 index 5b62328f4b..0000000000 --- a/tools/tabpfn/test-data/local_test_rows +++ /dev/null @@ -1,838 +0,0 @@ -SpMax_L,J_Dz(e),nHM,F01[N-N],F04[C-N],NssssC,nCb-,C%,nCp,nO,F03[C-N],SdssC,HyWi_B(m),LOC,SM6_L,F03[C-O],Me,Mi,nN-N,nArNO2,nCRX3,SpPosA_B(p),nCIR,B01[C-Br],B03[C-Cl],N-073,SpMax_A,Psi_i_1d,B04[C-Br],SdO,TI2_L,nCrt,C-026,F02[C-N],nHDon,SpMax_B(m),Psi_i_A,nN,SM6_B(m),nArCOOR,nX,Class -3.919,2.6909,0,0,0,0,0,31.4,2,0,0,0,3.106,2.55,9.002,0,0.96,1.142,0,0,0,1.201,0,0,0,0,1.932,0.011,0,0,4.489,0,0,0,0,2.949,1.591,0,7.253,0,0,1 -4.17,2.1144,0,0,0,0,0,30.8,1,1,0,0,2.461,1.393,8.723,1,0.989,1.144,0,0,0,1.104,1,0,0,0,2.214,-0.204,0,0,1.542,0,0,0,0,3.315,1.967,0,7.257,0,0,1 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-5.418,3.1768,10,0,0,0,12,54.5,0,0,0,0,4.608,0.72,11.151,0,1.121,1.069,0,0,0,1.413,2,0,1,0,2.532,0,0,0,2.359,0,10,0,0,4.361,2.778,0,10.237,0,10,0 diff --git a/tools/tabpfn/test-data/local_test_rows.tabular b/tools/tabpfn/test-data/local_test_rows.tabular new file mode 100644 index 0000000000..58316f0ec8 --- /dev/null +++ b/tools/tabpfn/test-data/local_test_rows.tabular @@ -0,0 +1,3 @@ +SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_B(m) LOC SM6_L F03[C-O] Me Mi nN-N nArNO2 nCRX3 SpPosA_B(p) nCIR B01[C-Br] B03[C-Cl] N-073 SpMax_A Psi_i_1d B04[C-Br] SdO TI2_L nCrt C-026 F02[C-N] nHDon SpMax_B(m) Psi_i_A nN SM6_B(m) nArCOOR nX predicted_labels +3.919 2.6909 0 0 0 0 0 31.4 2 0 0 0 3.106 2.55 9.002 0 0.96 1.142 0 0 0 1.201 0 0 0 0 1.932 0.011 0 0 4.489 0 0 0 0 2.949 1.591 0 7.253 0 0 1 +4.17 2.1144 0 0 0 0 0 30.8 1 1 0 0 2.461 1.393 8.723 1 0.989 1.144 0 0 0 1.104 1 0 0 0 2.214 -0.204 0 0 1.542 0 0 0 0 3.315 1.967 0 7.257 0 0 1 diff --git a/tools/tabpfn/test-data/local_train_rows b/tools/tabpfn/test-data/local_train_rows deleted file mode 100644 index 5b62328f4b..0000000000 --- a/tools/tabpfn/test-data/local_train_rows +++ /dev/null @@ -1,838 +0,0 @@ -SpMax_L,J_Dz(e),nHM,F01[N-N],F04[C-N],NssssC,nCb-,C%,nCp,nO,F03[C-N],SdssC,HyWi_B(m),LOC,SM6_L,F03[C-O],Me,Mi,nN-N,nArNO2,nCRX3,SpPosA_B(p),nCIR,B01[C-Br],B03[C-Cl],N-073,SpMax_A,Psi_i_1d,B04[C-Br],SdO,TI2_L,nCrt,C-026,F02[C-N],nHDon,SpMax_B(m),Psi_i_A,nN,SM6_B(m),nArCOOR,nX,Class -3.919,2.6909,0,0,0,0,0,31.4,2,0,0,0,3.106,2.55,9.002,0,0.96,1.142,0,0,0,1.201,0,0,0,0,1.932,0.011,0,0,4.489,0,0,0,0,2.949,1.591,0,7.253,0,0,1 -4.17,2.1144,0,0,0,0,0,30.8,1,1,0,0,2.461,1.393,8.723,1,0.989,1.144,0,0,0,1.104,1,0,0,0,2.214,-0.204,0,0,1.542,0,0,0,0,3.315,1.967,0,7.257,0,0,1 -3.932,3.2512,0,0,0,0,0,26.7,2,4,0,0,3.279,2.585,9.11,0,1.009,1.152,0,0,0,1.092,0,0,0,0,1.942,-0.008,0,0,4.891,0,0,0,1,3.076,2.417,0,7.601,0,0,1 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-5.418,3.1768,10,0,0,0,12,54.5,0,0,0,0,4.608,0.72,11.151,0,1.121,1.069,0,0,0,1.413,2,0,1,0,2.532,0,0,0,2.359,0,10,0,0,4.361,2.778,0,10.237,0,10,0 diff --git a/tools/tabpfn/test-data/local_train_rows.tabular b/tools/tabpfn/test-data/local_train_rows.tabular new file mode 100644 index 0000000000..3e0a621c73 --- /dev/null +++ b/tools/tabpfn/test-data/local_train_rows.tabular @@ -0,0 +1,838 @@ +SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_B(m) LOC SM6_L F03[C-O] Me Mi nN-N nArNO2 nCRX3 SpPosA_B(p) nCIR B01[C-Br] B03[C-Cl] N-073 SpMax_A Psi_i_1d B04[C-Br] SdO TI2_L nCrt C-026 F02[C-N] nHDon SpMax_B(m) Psi_i_A nN SM6_B(m) nArCOOR nX Class +3.919 2.6909 0 0 0 0 0 31.4 2 0 0 0 3.106 2.55 9.002 0 0.96 1.142 0 0 0 1.201 0 0 0 0 1.932 0.011 0 0 4.489 0 0 0 0 2.949 1.591 0 7.253 0 0 1 +4.17 2.1144 0 0 0 0 0 30.8 1 1 0 0 2.461 1.393 8.723 1 0.989 1.144 0 0 0 1.104 1 0 0 0 2.214 -0.204 0 0 1.542 0 0 0 0 3.315 1.967 0 7.257 0 0 1 +3.932 3.2512 0 0 0 0 0 26.7 2 4 0 0 3.279 2.585 9.11 0 1.009 1.152 0 0 0 1.092 0 0 0 0 1.942 -0.008 0 0 4.891 0 0 0 1 3.076 2.417 0 7.601 0 0 1 +3 2.7098 0 0 0 0 0 20 0 2 0 0 2.1 0.918 6.594 0 1.108 1.167 0 0 0 1.024 0 0 0 0 1.414 1.073 0 8.361 1.333 0 0 0 1 3.046 5 0 6.69 0 0 1 +4.236 3.3944 0 0 0 0 0 29.4 2 4 0 -0.271 3.449 2.753 9.528 2 1.004 1.147 0 0 0 1.137 0 0 0 0 1.985 -0.002 0 10.348 5.588 0 0 0 0 3.351 2.405 0 8.003 0 0 1 +4.236 3.4286 0 0 0 0 0 28.6 2 4 0 -0.275 3.313 2.522 9.383 1 1.014 1.149 0 0 0 1.119 0 0 0 0 1.98 -0.008 0 10.276 4.746 0 0 0 0 3.351 2.556 0 7.904 0 0 1 +5 5.0476 1 0 0 0 0 11.1 0 3 0 0 2.872 0.722 9.657 0 1.092 1.153 0 0 0 1.125 0 0 0 0 2 0.446 0 18.375 0.8 0 0 0 1 4.712 4.583 0 9.303 0 0 1 +4.525 3.8301 0 0 0 0 0 31.6 3 2 0 -0.039 3.418 2.468 9.786 5 0.98 1.142 0 0 0 1.179 0 0 0 0 2.119 -0.002 0 11.115 3.889 0 0 0 0 3.379 2.143 0 7.95 0 0 1 +4.596 3.0777 0 0 0 0 2 44.4 2 0 0 0 2.97 0.875 9.54 0 0.968 1.115 0 0 0 1.328 1 0 0 0 2.175 0.041 0 0 1.069 0 0 0 0 3.626 1.917 0 7.939 0 0 1 +5.04 3.6112 0 0 1 0 2 41.2 0 4 3 -1.29 3.483 1.258 10.159 8 1.069 1.127 0 1 0 1.199 1 0 0 0 2.323 0.005 0 30.959 1.711 0 1 2 1 3.888 3.5 1 8.706 0 0 1 +4.91 2.7414 0 0 0 0 2 52.9 0 2 0 -0.302 3.364 0.629 10.06 5 1.018 1.098 0 0 0 1.279 3 0 0 0 2.333 0.004 0 10.717 1.207 0 1 0 0 3.767 2.5 0 8.427 0 0 1 +3.618 2.1906 0 0 0 0 0 29.4 2 0 0 0 2.333 1.522 7.853 0 0.959 1.147 0 0 0 1.178 0 0 0 0 1.732 0.294 0 0 2.094 0 0 0 0 2.794 1.7 0 6.333 0 0 1 +4.214 2.6272 0 0 0 0 0 30 3 0 0 0 2.523 1.459 8.755 0 0.959 1.145 0 0 0 1.213 0 0 0 0 1.902 -0.181 0 0 2.052 0 0 0 0 2.998 1.722 0 6.77 0 0 1 +3.732 2.3391 0 0 0 0 0 30 2 0 0 0 2.511 1.585 8.16 0 0.959 1.145 0 0 0 1.196 0 0 0 0 1.802 -0.181 0 0 2.488 0 0 0 0 2.846 1.667 0 6.557 0 0 1 +3.879 2.5951 0 0 0 0 0 31 2 0 0 0 2.908 2.281 8.743 0 0.96 1.143 0 0 0 1.202 0 0 0 0 1.902 0.036 0 0 3.685 0 0 0 0 2.924 1.611 0 7.029 0 0 1 +3.942 2.7719 1 0 0 0 0 31.6 2 0 0 0 3.44 2.777 9.207 0 0.969 1.141 0 0 0 1.22 0 0 1 0 1.95 0.003 0 0 5.294 0 0 0 0 3.542 1.739 0 8.127 0 1 1 +3.966 2.852 1 0 0 0 0 32 2 0 0 0 4.075 3.146 9.522 0 0.965 1.138 0 0 0 1.243 0 1 0 0 1.97 0 1 0 6.909 0 0 0 0 6.866 1.603 0 11.578 0 1 1 +3.732 2.3761 0 0 1 0 0 26.3 2 0 1 0 2.532 1.585 8.16 0 0.969 1.157 0 0 0 1.152 0 0 0 0 1.802 -0.195 0 0 2.488 0 0 1 2 2.858 2 1 6.599 0 0 1 +4 2.6264 0 0 0 0 0 23.1 0 0 0 0 2.167 0.811 8.318 0 0.972 1.166 0 0 0 1.182 0 0 0 0 1.732 -0.522 0 0 1 0 0 0 0 2.991 2 1 6.579 0 0 1 +2 1.1521 0 0 0 0 0 16.7 1 1 0 0 1.549 0 4.174 0 1.016 1.173 0 0 0 0.93 0 0 0 0 1 -1.099 0 0 1 0 0 0 1 2.279 4 0 4.948 0 0 1 +3.732 2.4062 0 0 0 0 0 27.8 2 1 0 0 2.555 1.585 8.16 1 0.979 1.15 0 0 0 1.134 0 0 0 0 1.802 -0.205 0 0 2.488 0 0 0 1 2.874 2.333 0 6.649 0 0 1 +4 2.3699 0 0 0 0 0 30 1 1 0 0 2.273 1 8.482 0 0.998 1.146 0 0 0 1.09 1 0 0 0 2.17 0.34 0 0 1 0 0 0 0 3.302 2.083 0 7.174 0 0 1 +3.414 2.2525 0 0 0 0 0 20 2 2 0 0 2.243 1 7.408 0 1.031 1.166 0 0 0 0.98 0 0 0 0 1.618 -0.642 0 0 1.707 0 0 0 2 2.817 3.75 0 6.32 0 0 1 +4.17 2.8042 0 0 0 0 0 23.1 2 2 0 0 2.449 0.971 8.597 1 1.015 1.16 0 0 0 1.044 0 0 0 0 1.848 0.391 0 0 1.542 0 0 0 2 3.047 3.367 0 6.782 0 0 1 +4.303 2.9558 0 0 0 0 0 25 2 2 0 0 2.608 1.459 8.815 2 1.005 1.156 0 0 0 1.056 0 0 0 0 1.932 -0.229 0 0 1.745 0 0 0 2 3.083 3.056 0 6.914 0 0 1 +3.414 2.6294 0 0 0 0 0 37.5 1 1 0 0 2.333 1 7.408 1 1.012 1.13 0 0 0 1.215 0 0 0 0 1.618 -0.66 0 0 1.707 0 0 0 1 3.188 3.5 0 7.035 0 0 1 +4.214 3.0057 0 0 0 0 0 25 1 2 0 0 2.608 1.459 8.755 1 1.005 1.156 0 0 0 1.104 0 0 0 0 1.902 -0.236 0 0 2.052 0 0 0 1 3.087 2.722 0 6.989 0 0 1 +3.848 2.8521 0 0 0 0 0 27.3 2 2 0 0 2.858 2 8.584 1 0.993 1.151 0 0 0 1.117 0 0 0 0 1.879 -0.076 0 0 3.284 0 0 0 1 2.997 2.375 0 7.074 0 0 1 +3.414 2.3729 0 0 0 0 0 30 1 1 0 0 2.263 1 7.408 1 0.998 1.146 0 0 0 1.142 0 0 0 0 1.618 -0.589 0 9.174 1.707 0 0 0 0 3.038 3.125 0 6.735 0 0 1 +4.393 3.6458 0 0 0 0 0 37 3 1 0 2.487 3.233 2.187 9.562 1 0.978 1.131 0 0 0 1.259 0 0 0 0 2.048 0.013 0 10.02 3.684 0 0 0 0 3.39 2.303 0 8.029 0 0 1 +4.562 3.3225 0 0 0 0 0 31.3 3 1 0 0.259 2.634 0.918 9.184 2 0.984 1.143 0 0 0 1.206 0 0 0 0 2 -0.218 0 10.144 1.521 0 0 0 0 3.375 2.667 0 7.403 0 0 1 +4 2.9193 0 0 0 0 0 30 2 1 0 0.167 2.279 0.811 8.318 0 0.998 1.146 0 0 0 1.195 0 0 0 0 1.732 -0.596 0 9.444 1 0 0 0 0 3.261 3.167 0 7.097 0 0 1 +4.694 3.646 0 0 0 0 0 30 2 2 0 -0.671 2.917 1.406 9.425 4 0.998 1.146 0 0 0 1.14 0 0 0 0 2.101 -0.077 0 10.162 1.631 0 0 0 1 3.417 2.875 0 7.595 0 0 1 +4.236 2.9879 0 0 0 0 0 33.3 0 2 0 -0.653 3.974 3.574 10.082 2 0.972 1.138 0 0 0 1.205 0 0 0 0 1.996 0 0 10.389 10.108 0 0 0 1 3.329 1.987 0 8.414 0 0 1 +4.17 3.4453 0 0 0 0 0 27.3 1 2 0 -0.245 2.512 0.971 8.597 1 1.028 1.151 0 0 0 1.112 0 0 0 0 1.848 0.425 0 9.59 1.542 0 0 0 0 3.337 3.233 0 7.294 0 0 1 +4.214 3.3939 0 0 0 0 0 28.6 2 2 0 -0.211 2.662 1.459 8.755 1 1.014 1.149 0 0 0 1.138 0 0 0 0 1.902 -0.249 0 9.822 2.052 0 0 0 0 3.344 2.944 0 7.382 0 0 1 +4.214 3.7074 0 0 0 0 0 33.3 1 2 0 -0.329 2.713 1.459 8.755 1 1.025 1.139 0 0 0 1.186 0 0 0 0 1.902 -0.263 0 9.75 2.052 0 0 0 0 3.38 3.194 0 7.543 0 0 1 +4.233 3.4039 0 0 0 0 0 27.8 1 3 0 -0.262 2.938 1.906 9.011 1 1.022 1.15 0 0 0 1.119 0 0 0 0 1.95 -0.087 0 10.041 2.999 0 0 0 0 3.349 2.833 0 7.61 0 0 1 +4.334 3.6943 0 0 0 0 0 33.3 1 2 0 -0.241 2.838 1.557 8.944 3 1.013 1.139 0 0 0 1.164 0 0 0 0 1.97 0.149 0 10.118 2.195 0 0 0 0 3.39 2.952 0 7.596 0 0 1 +4.372 3.3652 0 0 0 0 0 33.3 1 2 0 -0.177 3.139 2.246 9.253 3 0.993 1.139 0 0 0 1.186 0 0 0 0 2.024 -0.025 0 10.624 3.412 0 0 0 0 3.394 2.517 0 7.788 0 0 1 +5.392 4.5881 0 0 0 1 0 30.8 6 3 0 -0.209 3.517 1.907 10.633 13 0.989 1.144 0 0 0 1.169 0 0 0 0 2.314 0.001 0 11.278 3.598 0 0 0 1 3.503 2.461 0 8.269 0 0 1 +4.446 3.6985 0 0 0 0 0 30 0 4 0 -0.796 3.192 1.922 9.523 6 1.036 1.146 0 0 0 1.116 0 0 0 0 2.061 -0.028 0 20.804 3.132 0 0 0 0 3.431 3.133 0 8.008 0 0 1 +4.411 3.5866 0 0 0 0 0 31.8 2 4 0 -0.328 3.699 2.948 9.956 8 0.995 1.142 0 0 0 1.164 0 0 0 0 2.08 0 0 22.47 6.131 0 0 0 0 3.393 2.407 0 8.325 0 0 1 +4.527 3.7942 0 0 0 0 0 32.5 4 4 0 -0.117 4.14 3.427 10.56 10 0.981 1.14 0 0 0 1.184 0 0 0 0 2.13 0 0 23.699 9.594 0 0 0 0 3.393 2.086 0 8.693 0 0 1 +4.347 3.1269 0 0 0 0 0 33.3 1 2 0 -0.076 3.809 3.309 9.933 3 0.975 1.138 0 0 0 1.202 0 0 0 0 2.019 0 0 10.914 8.395 0 0 0 0 3.358 1.96 0 8.298 0 0 1 +4.562 3.8122 0 0 0 0 0 33.3 1 2 0 -0.759 2.723 0.918 9.184 4 1.025 1.139 0 0 0 1.179 0 0 0 0 2 -0.258 0 9.6 1.521 0 0 0 1 3.511 3.556 0 7.676 0 0 1 +4.629 4.0061 0 0 0 0 0 33.3 1 2 0 0.086 2.847 1.379 9.312 5 1.013 1.139 0 0 0 1.189 0 0 0 0 2.053 0.149 0 10.19 1.776 0 0 0 0 3.523 2.976 0 7.747 0 0 1 +4.655 2.409 0 0 0 0 0 35 1 3 0 0.094 3.204 2.182 9.765 6 1.02 1.135 0 0 0 1.157 1 0 0 0 2.256 0.014 0 10.698 2.989 0 0 0 0 3.542 2.667 0 8.185 0 0 1 +4.644 3.9071 0 0 0 0 0 31.6 2 3 0 -0.104 3.082 1.837 9.467 5 1.021 1.142 0 0 0 1.149 0 0 0 0 2.084 0.049 0 10.469 2.732 0 0 0 1 3.525 3.093 0 7.886 0 0 1 +4.646 3.9619 0 0 0 0 0 34.3 2 5 0 -0.189 3.707 2.587 10.202 10 1.017 1.137 0 0 0 1.184 0 0 0 0 2.107 0 0 21.879 6.086 0 0 0 0 3.535 2.775 0 8.578 0 0 1 +4.468 4.1984 0 0 0 0 0 33.3 2 4 0 -1.073 3.37 2.252 9.651 6 1.025 1.139 0 0 0 1.158 0 0 0 0 2.085 -0.008 0 21.27 3.737 0 0 0 0 3.534 2.944 0 8.196 0 0 1 +4.562 3.7287 2 0 0 0 0 25 1 2 0 -1.21 3.184 0.918 9.184 0 1.134 1.142 0 0 0 1.19 0 0 0 0 2 -0.271 0 9.435 1.521 0 0 0 1 3.976 4.037 0 8.593 0 2 1 +5.206 3.3847 0 0 1 0 0 30.8 1 2 1 -0.947 3.713 2.9 10.416 0 0.979 1.145 0 0 0 1.187 0 0 0 0 2.218 0 0 10.57 6.77 0 0 2 0 3.47 2.167 1 8.295 0 0 1 +4.691 3.8787 0 0 0 0 0 25 0 4 1 -2.498 3.125 1.436 9.666 4 1.066 1.161 0 0 0 1.078 0 0 0 0 2.117 0.052 0 19.617 2.428 0 0 2 4 3.483 4.019 1 8.015 0 0 1 +4.17 3.6206 0 0 0 0 0 28.6 0 3 0 -1.426 2.612 0.971 8.597 0 1.124 1.149 0 0 0 1.095 0 0 0 0 1.848 0.481 0 17.905 1.542 0 0 0 1 3.427 4.733 0 7.521 0 0 1 +4.214 3.3376 0 0 0 0 0 33.3 0 2 1 -1.072 2.774 1.459 8.755 2 1.071 1.148 0 0 0 1.187 0 0 0 0 1.902 -0.277 0 9.377 2.052 0 0 1 1 3.423 4.111 1 7.746 0 0 1 +5.206 3.5794 0 0 1 0 0 30.6 1 3 3 -0.919 3.965 3.189 10.627 2 0.985 1.147 0 0 0 1.18 0 0 0 0 2.22 0 0 22.35 8.266 0 0 4 1 3.473 2.306 2 8.611 0 0 1 +4.17 2.6629 0 0 0 0 0 26.7 3 1 0 0 2.4 0.971 8.597 2 0.983 1.152 0 0 0 1.12 0 0 0 0 1.848 0.342 0 0 1.542 0 0 0 1 3 2.567 0 6.683 0 0 1 +5.175 3.9016 0 0 0 1 0 29.6 3 3 0 -0.239 3.227 1.859 10.165 3 1.002 1.146 0 0 0 1.146 0 0 0 0 2.175 0.014 0 10.355 3.341 0 0 0 0 3.389 2.538 0 7.979 0 0 1 +4.642 3.0034 0 0 0 0 2 42.1 1 1 0 0 3.093 1.187 9.631 2 0.987 1.12 0 0 0 1.256 1 0 0 0 2.2 -0.024 0 0 1.487 0 1 0 1 3.639 2.315 0 8.009 0 0 1 +4.607 2.9443 0 0 0 0 2 42.1 1 1 0 0 3.093 1.187 9.631 2 0.987 1.12 0 0 0 1.242 1 0 0 0 2.194 -0.024 0 0 1.544 0 1 0 1 3.635 2.315 0 8.009 0 0 1 +4.807 3.2486 0 0 0 0 3 42.1 2 1 0 0 3.1 0.881 9.833 3 0.987 1.12 0 0 0 1.272 1 0 0 0 2.246 -0.024 0 0 1.06 0 1 0 1 3.71 2.333 0 8.114 0 0 1 +4.828 3.3386 0 0 0 0 2 40 0 2 0 0 3.203 1.261 9.749 4 1.004 1.125 0 0 0 1.219 1 0 0 0 2.247 0.014 0 0 1.436 0 2 0 0 3.677 2.233 0 8.114 0 0 1 +4.543 2.7023 0 0 0 0 1 42.9 1 2 0 -0.242 3.309 1.705 9.722 3 1.003 1.119 0 0 0 1.241 1 0 0 0 2.166 -0.008 0 10.395 2.905 0 0 0 0 3.573 2.485 0 8.245 0 0 1 +4.521 2.7124 0 0 0 0 1 45 1 1 0 0 3.203 1.661 9.466 1 0.987 1.114 0 0 0 1.268 1 0 0 0 2.154 0.014 0 0 2.593 0 0 0 1 3.587 2.317 0 8.061 0 0 1 +4.607 3.1116 0 0 0 0 2 46.7 0 2 0 0 3.151 1.187 9.631 4 1.02 1.111 0 0 0 1.253 1 0 0 0 2.194 -0.026 0 10.036 1.544 0 1 0 1 3.662 2.926 0 8.143 0 0 1 +4.863 3.3599 0 0 0 0 3 42.1 0 3 0 0 3.335 1.273 9.967 6 1.027 1.12 0 0 0 1.216 1 0 0 0 2.283 -0.008 0 10.249 1.568 0 2 0 1 3.743 2.864 0 8.33 0 0 1 +4.923 3.2457 0 0 0 0 2 44.4 1 2 0 -0.863 3.239 1.185 9.911 4 1.011 1.116 0 0 0 1.248 1 0 0 0 2.267 0.014 0 10.422 1.563 0 0 0 1 3.73 2.8 0 8.28 0 0 1 +5.068 3.3983 0 0 0 0 2 41.7 0 4 0 -1.1 3.571 1.59 10.257 10 1.03 1.121 0 0 0 1.202 1 0 0 0 2.343 0.001 0 22.449 2.147 0 0 0 0 3.793 2.833 0 8.593 2 0 1 +5.074 3.092 0 0 0 0 2 38.1 4 4 0 -0.98 3.869 2.066 10.59 14 1.001 1.129 0 0 0 1.215 1 0 0 0 2.354 0 0 23.965 3.873 0 0 0 0 3.795 2.467 0 8.789 2 0 1 +4.914 3.2253 0 0 0 0 2 41.7 0 4 0 -0.952 3.571 1.59 10.236 10 1.03 1.121 0 0 0 1.202 1 0 0 0 2.307 0.001 0 22.204 2.465 0 0 0 0 3.764 2.833 0 8.591 2 0 1 +5.047 2.7377 0 0 0 0 3 50 0 5 0 -2.685 3.634 1.06 10.531 12 1.078 1.104 0 0 0 1.211 3 0 0 0 2.454 -0.001 0 32.533 1.75 0 0 0 1 3.906 3.321 0 8.796 2 0 1 +4.793 2.1244 0 0 0 0 2 50 0 2 0 -0.288 3.699 0.5 10.239 7 0.998 1.104 0 0 0 1.28 2 0 0 0 2.247 0 0 11.596 3.928 0 0 0 0 3.681 2.313 0 8.7 1 0 1 +4.77 3.1445 0 0 0 0 2 43.8 0 3 0 -0.986 3.261 1.185 9.882 6 1.04 1.117 0 0 0 1.207 1 0 0 0 2.236 0.015 0 10.231 1.74 0 1 0 2 3.712 3.2 0 8.3 0 0 1 +5.313 3.4571 1 0 0 0 2 35.3 0 4 0 0 3.509 1.16 10.388 8 1.061 1.118 0 0 0 1.219 1 0 0 0 2.311 -0.008 0 20.836 1.833 0 2 0 2 4.735 3.477 0 9.513 0 0 1 +4.77 2.5385 0 0 0 0 0 38.5 3 0 0 3.12 3.131 1.185 9.882 0 0.964 1.128 0 0 0 1.274 1 0 0 0 2.236 0.012 0 0 1.74 0 0 0 0 3.521 1.767 0 7.934 0 0 1 +4.414 2.18 0 0 0 0 0 31.6 0 1 0 0 2.755 0.802 9.183 2 0.98 1.142 0 0 0 1.149 1 0 0 0 2.101 -0.066 0 0 0.975 0 0 0 1 3.159 2.119 0 7.119 0 0 1 +4.821 2.5866 0 0 0 0 0 33.3 2 2 0 -0.135 3.232 1.455 9.928 4 0.99 1.139 0 0 0 1.189 1 0 0 0 2.249 -0.007 0 10.635 2.209 1 0 0 0 3.434 2.258 0 7.93 0 0 1 +5.331 2.1747 1 0 0 0 3 47.4 0 4 0 0 4.133 0.393 10.867 15 1.009 1.102 0 0 0 1.3 3 0 0 0 2.37 0 0 13.055 2.694 0 3 0 0 4.44 2.318 0 9.576 0 0 1 +4.607 3.0422 0 0 0 0 2 47.1 1 1 0 0 3.127 1.187 9.631 2 0.992 1.11 0 0 0 1.299 1 0 0 0 2.194 -0.025 0 10.118 1.544 0 0 0 0 3.651 2.481 0 8.116 0 0 1 +5.814 2.4937 0 0 0 2 0 37 3 1 0 0.513 3.256 0.845 10.926 4 0.978 1.131 0 0 0 1.254 3 0 0 0 2.62 0.003 0 11.573 0.811 1 0 0 0 3.756 2.091 0 8.196 0 0 1 +5.637 2.2966 0 0 0 1 0 38.5 3 0 0 1.646 3.144 0.853 10.63 0 0.964 1.128 0 0 0 1.267 3 0 0 0 2.554 -0.006 0 0 0.986 2 0 0 0 3.676 1.658 0 8.065 0 0 1 +5.814 2.4328 0 0 0 2 0 34.5 3 1 0 0 3.227 0.845 10.926 4 0.975 1.136 0 0 0 1.223 3 0 0 0 2.62 0.003 0 0 0.811 1 0 0 1 3.693 1.97 0 8.05 0 0 1 +4.732 2.9426 0 0 0 0 0 40 0 2 0 0.417 2.767 0.959 9.464 1 1.042 1.125 0 0 0 1.208 1 0 0 0 2.236 0.145 0 9.827 1.138 0 0 0 0 3.603 3.056 0 7.829 0 0 1 +4.923 2.7291 0 0 0 0 2 50 0 2 0 -0.199 3.266 0.664 10.037 5 1.019 1.104 0 0 0 1.266 3 0 0 0 2.376 -0.008 0 10.843 1.057 0 0 0 0 3.783 2.5 0 8.33 1 0 1 +4.414 3.2274 0 0 0 0 0 45.5 0 2 0 0 2.935 1.203 9.209 1 1.038 1.114 0 0 0 1.296 1 0 0 0 2.152 -0.085 0 9.774 1.496 0 0 0 0 3.67 2.881 0 8.002 0 0 1 +4.414 2.3717 0 0 0 0 0 29.4 1 2 0 0 2.789 1.203 9.209 1 1.004 1.147 0 0 0 1.141 1 0 0 0 2.152 -0.074 0 0 1.496 0 0 0 1 3.238 2.405 0 7.243 0 0 1 +4.982 2.8025 0 0 2 0 2 50 0 2 2 -0.601 3.38 0.762 10.226 6 1.033 1.109 0 0 0 1.261 3 0 0 0 2.424 0.004 0 21.888 1.027 0 0 2 1 3.853 2.833 1 8.508 0 0 1 +4.651 2.7156 0 0 0 0 0 31.3 0 1 0 0.292 2.826 0.917 9.502 3 0.998 1.148 0 0 0 1.19 1 0 0 0 2.214 -0.074 0 10.5 0.918 0 0 2 0 3.482 2.452 1 7.624 0 0 1 +4.802 3.0226 0 0 1 0 2 50 0 0 2 0 3.174 0 9.805 0 0.985 1.109 0 0 0 1.359 3 0 0 1 2.323 0.013 0 0 0.95 0 0 3 1 3.868 1.981 1 8.357 0 0 1 +5.164 3.2947 1 0 0 0 0 23.1 0 3 0 0 3.108 0.917 9.968 4 1.055 1.138 0 0 0 1.188 1 0 0 0 2.256 -0.081 0 20.417 0.939 0 0 0 0 4.681 3.274 0 9.289 0 0 1 +4.826 2.731 0 0 6 0 0 25 3 3 9 0 3.525 1.654 10.121 0 1.007 1.163 0 0 0 1.12 1 0 0 0 2.303 -0.001 0 0 1.916 0 0 3 3 3.396 2.5 3 8.023 0 0 1 +4.829 2.9046 1 0 1 0 2 39.3 2 3 2 -0.664 3.786 1.875 10.281 6 1.025 1.127 0 0 0 1.227 1 0 0 0 2.284 0 0 22.271 3.31 0 1 3 1 3.74 2.736 1 8.888 1 1 1 +5.439 2.3629 2 0 2 0 0 23.5 0 11 7 -0.945 4.381 1.871 11.509 12 1.055 1.155 0 0 0 1.154 2 0 0 0 2.466 0 0 35.388 5.533 0 0 4 5 4.61 3.182 4 9.993 0 0 1 +4.739 2.6454 0 0 2 0 1 39.1 0 2 1 -0.959 3.394 1.695 9.972 2 1.008 1.13 0 0 0 1.218 1 0 0 0 2.212 0.004 0 10.379 2.815 0 0 2 3 3.585 2.764 1 8.319 0 0 1 +4.659 3.7176 2 0 0 0 0 23.1 0 4 0 -2.138 3.714 2.128 10.094 4 1.042 1.144 0 0 0 1.174 0 0 0 0 2.125 -0.002 0 20.538 4.56 0 0 4 6 4.061 3.333 2 8.992 0 0 1 +3.975 2.8897 0 0 0 0 0 32.3 2 0 0 0 3.699 3.322 9.707 0 0.961 1.141 0 0 0 1.209 0 0 0 0 1.978 0 0 0 8.122 0 0 0 0 2.994 1.55 0 7.896 0 0 1 +4.17 2.607 0 0 0 0 0 25 3 0 2 0 2.373 0.971 8.597 0 0.97 1.161 0 0 0 1.133 0 0 0 0 1.848 0.322 0 0 1.542 0 0 1 2 2.983 2.167 1 6.635 0 0 1 +3 1.8227 0 0 0 0 0 20 0 0 0 0 1.883 0.918 6.594 0 0.975 1.174 0 0 0 1.126 0 0 0 0 1.414 0.764 0 0 1.333 0 0 0 1 2.642 2.167 1 5.834 0 0 1 +3.618 2.3911 0 0 0 0 0 25 2 0 0 0 2.359 1.522 7.853 0 0.97 1.161 0 0 0 1.129 0 0 0 0 1.732 0.33 0 0 2.094 0 0 2 1 2.848 1.9 1 6.432 0 0 1 +3 1.8205 0 0 0 0 0 22.2 2 1 0 0 1.926 0.918 6.594 0 0.998 1.162 0 0 0 1.06 0 0 0 0 1.414 0.826 0 0 1.333 0 0 0 1 2.651 3.167 0 5.86 0 0 1 +4 2.5101 0 0 0 0 0 25 2 1 0 0 2.199 0.811 8.318 0 0.988 1.156 0 0 0 1.118 0 0 0 0 1.732 -0.552 0 0 1 0 0 0 1 2.97 2.833 0 6.539 0 0 1 +4.444 3.1402 0 0 0 0 0 29.6 3 1 0 0 2.946 1.891 9.202 2 0.973 1.146 0 0 0 1.16 0 0 0 0 2.042 0.038 0 0 2.602 0 0 0 1 3.096 2.093 0 7.197 0 0 1 +3.879 2.6274 0 0 0 0 0 29.6 2 1 0 0 2.938 2.281 8.743 1 0.973 1.146 0 0 0 1.161 0 0 0 0 1.902 0.039 0 0 3.685 0 0 0 1 2.936 2.056 0 7.087 0 0 1 +3.95 2.7989 0 0 0 0 0 31 2 1 0 0 3.364 2.807 9.296 1 0.969 1.143 0 0 0 1.18 0 0 0 0 1.956 -0.002 0 0 5.698 0 0 0 1 2.976 1.857 0 7.552 0 0 1 +5.391 3.7046 1 0 0 0 0 26.7 8 4 0 0 3.838 1.735 10.648 12 0.979 1.139 0 0 0 1.532 0 0 0 0 2.358 0 0 0 1.69 0 0 0 0 5.127 2.108 0 9.921 0 0 1 +3.732 2.477 0 0 0 0 0 25 2 2 0 0 2.597 1.585 8.16 2 1.005 1.156 0 0 0 1.069 0 0 0 0 1.802 -0.229 0 0 2.488 0 0 0 2 2.897 3 0 6.732 0 0 1 +3.973 3.0163 0 0 0 0 0 32.7 2 1 0 0 3.68 3.301 9.649 1 0.968 1.14 0 0 0 1.202 0 0 0 0 1.975 0 0 0 7.718 0 0 0 1 3.129 1.816 0 7.984 0 0 1 +3.414 2.4719 0 0 0 0 0 30 1 1 0 0 2.263 1 7.408 1 0.998 1.146 0 0 0 1.141 0 0 0 0 1.618 -0.611 0 0 1.707 0 0 0 1 2.974 3.125 0 6.631 0 0 1 +3.414 2.1848 0 0 0 0 0 18.2 2 1 0 0 2.211 1 7.408 0 1.007 1.178 0 0 0 0.999 0 0 0 0 1.618 -0.603 0 0 1.707 0 0 1 3 2.79 3.25 1 6.251 0 0 1 +4.334 3.1387 0 0 0 0 0 26.3 2 2 0 0 2.746 1.557 8.944 2 0.998 1.153 0 0 0 1.099 0 0 0 0 1.97 0.135 0 0 2.195 0 0 0 1 3.114 2.548 0 7.098 0 0 1 +3 2.311 0 0 0 0 0 28.6 1 1 0 0 2.03 0.918 6.594 0 1.014 1.149 0 0 0 1.177 0 0 0 0 1.414 0.903 0 8.806 1.333 0 0 0 0 2.991 3.667 0 6.578 0 0 1 +4.17 2.8963 0 0 0 0 0 30.8 2 1 0 0 2.466 0.971 8.597 2 0.989 1.144 0 0 0 1.196 0 0 0 0 1.848 0.363 0 9.505 1.542 0 0 0 0 3.18 2.867 0 7.056 0 0 1 +4.414 3.1682 0 0 0 0 0 31.6 3 1 0 0.287 2.768 1.379 9.222 1 0.98 1.142 0 0 0 1.224 0 0 0 0 2 0.126 0 10.254 2.133 0 0 0 0 3.325 2.5 0 7.473 0 0 1 +4.414 3.4137 0 0 0 0 0 33.3 2 2 0 -0.125 2.847 1.379 9.222 2 1.013 1.139 0 0 0 1.209 0 0 0 0 2 0.144 0 20.067 2.133 0 0 0 0 3.426 3.262 0 7.758 0 0 1 +4.236 3.1869 0 0 0 0 0 34.6 1 2 0 -0.671 3.78 3.284 9.867 2 0.977 1.136 0 0 0 1.212 0 0 0 0 1.993 0 0 10.319 8.066 0 0 0 1 3.33 2.133 0 8.337 0 0 1 +4.523 4.0241 0 0 0 0 0 31.6 2 3 0 -0.913 3.082 1.837 9.454 6 1.021 1.142 0 0 0 1.121 0 0 0 0 2.074 0.048 0 20.676 2.57 0 0 0 0 3.494 3.093 0 7.912 0 0 1 +4.475 3.5408 0 0 0 0 0 32.4 2 4 0 -0.855 4.103 3.664 10.32 6 0.982 1.14 0 0 0 1.181 0 0 0 0 2.105 0 0 23.157 9.847 0 0 0 0 3.474 2.083 0 8.622 0 0 1 +4.836 5.6969 0 0 0 0 0 32.5 6 6 0 -0.851 4.293 2.929 10.906 17 0.989 1.14 0 0 0 1.178 0 0 0 0 2.262 0 0 37.824 4.685 0 0 0 0 3.526 2.268 0 8.951 0 0 1 +4.476 3.7418 0 0 0 0 0 30 3 2 0 -0.195 2.917 1.5 9.345 2 0.998 1.146 0 0 0 1.153 0 0 0 0 2.042 -0.079 0 10.191 2.34 0 0 0 0 3.389 2.625 0 7.628 0 0 1 +4.235 3.3919 0 0 0 0 0 28.6 2 3 0 -0.255 3.039 1.975 9.118 1 1.014 1.149 0 0 0 1.124 0 0 0 0 1.962 0.048 0 10.129 3.449 0 0 0 0 3.35 2.685 0 7.677 0 0 1 +4.38 3.3996 0 0 0 0 0 30.8 1 4 0 -1.068 3.345 2.252 9.625 5 1.019 1.144 0 0 0 1.138 0 0 0 0 2.044 -0.008 0 20.772 4.178 0 0 0 1 3.379 3.028 0 8.09 0 0 1 +4.412 3.4435 0 0 0 0 0 33.9 2 4 0 -0.268 4.587 4.437 10.757 8 0.974 1.137 0 0 0 1.208 0 0 0 0 2.086 0 0 23.892 17.114 0 0 0 0 3.395 1.899 0 9.075 0 0 1 +4.243 3.0402 0 0 0 0 0 31.3 0 4 0 -1.48 3.477 2.522 9.716 4 1.008 1.143 0 0 0 1.139 0 0 0 0 2 -0.002 0 20.288 5.475 0 0 0 2 3.337 2.952 0 8.169 0 0 1 +4.237 3.0152 0 0 0 0 0 31.8 0 4 0 -1.396 3.699 2.948 9.917 4 0.995 1.142 0 0 0 1.158 0 0 0 0 2 0 0 20.53 7.174 0 0 0 2 3.335 2.63 0 8.317 0 0 1 +4.412 3.7308 0 0 0 0 0 30.6 2 8 0 -0.554 4.201 3.774 10.379 8 1.002 1.144 0 0 0 1.146 0 0 0 0 2.085 0 0 23.21 10.723 0 0 0 0 3.397 2.311 0 8.752 0 0 1 +4.544 3.9936 0 0 0 0 0 30.4 2 4 0 -1.072 3.272 2.187 9.59 6 1.027 1.145 0 0 0 1.142 0 0 0 0 2.101 0.015 0 21.21 3.207 0 0 0 0 3.486 2.985 0 8.051 0 0 1 +4.399 3.455 1 0 0 0 0 32.3 2 4 0 -0.228 4.363 4.044 10.513 8 0.979 1.138 0 0 0 1.202 0 0 0 0 2.08 0 0 23.602 12.745 0 0 0 0 3.645 1.976 0 9.017 0 0 1 +4.706 4.2802 0 0 0 0 0 30 2 4 0 -1.853 3.192 1.922 9.565 2 1.036 1.146 0 0 0 1.13 0 0 0 0 2.127 -0.028 0 20.872 2.691 0 0 0 0 3.586 3.133 0 8.016 0 0 1 +4.67 4.0218 0 0 0 0 0 33.3 3 2 0 0.218 3.447 2.21 9.961 7 0.983 1.139 0 0 0 1.203 0 0 0 0 2.147 -0.002 0 11.115 3.769 0 0 0 0 3.53 2.262 0 8.143 0 0 1 +4.644 3.7043 0 0 0 0 0 33.3 2 2 0 0.185 3.146 1.922 9.536 6 0.993 1.139 0 0 0 1.197 0 0 0 0 2.089 -0.025 0 10.696 3.237 0 0 0 0 3.525 2.533 0 7.913 0 0 1 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0 9.587 2.052 0 0 0 0 3.815 3.296 0 8.172 0 1 1 +5.098 3.1338 1 0 0 0 0 27.3 1 4 0 0 3.72 2.911 10.229 4 0.992 1.145 0 0 0 1.168 0 0 0 0 2.121 0 0 10.364 6.651 0 0 0 2 4.45 2.459 0 9.153 0 0 1 +4.372 3.4629 0 0 0 0 0 38.5 2 0 0 2.495 3.129 1.922 9.494 0 0.964 1.128 0 0 0 1.288 0 0 0 0 2.031 -0.023 0 0 3.412 0 0 0 0 3.363 2.033 0 7.909 0 0 1 +4.17 2.2197 0 0 0 0 0 27.3 1 2 0 0 2.507 1.393 8.723 1 1.028 1.151 0 0 0 1.018 1 0 0 0 2.214 -0.228 0 0 1.542 0 0 0 1 3.325 2.767 0 7.303 0 0 1 +3.802 2.8425 0 0 0 0 0 31.6 2 1 0 0 2.746 1.95 8.394 1 0.98 1.142 0 0 0 1.169 0 0 0 0 1.848 0.129 0 0 2.885 0 0 0 1 3.104 2.357 0 7.119 0 0 1 +4.235 3.0785 0 0 0 0 0 28 2 2 0 0 2.975 1.975 9.118 2 0.989 1.15 0 0 0 1.137 0 0 0 0 1.962 0.043 0 0 3.449 0 0 0 1 3.112 2.315 0 7.316 0 0 1 +4.752 3.995 0 0 0 0 0 31 4 6 0 -0.307 3.987 3.022 10.465 10 1 1.143 0 0 0 1.149 0 0 0 0 2.161 0 0 23.23 8.486 0 0 0 0 3.451 2.375 0 8.618 0 0 1 +4.618 4.7233 0 0 0 0 0 33.3 2 4 0 -1.035 3.305 1.79 9.768 6 1.035 1.139 0 0 0 1.163 0 0 0 0 2.136 0.016 0 20.666 2.612 0 0 0 0 3.493 3.152 0 8.202 0 0 1 +4.562 4.1592 1 0 0 0 0 10 0 2 0 -0.713 2.978 0.918 9.184 0 1.082 1.175 0 0 0 1.152 0 0 0 0 2 -0.274 0 9.461 1.521 0 0 0 4 4.307 4.148 2 8.83 0 0 1 +4.77 2.8938 0 0 0 0 2 41.7 3 0 0 0 3.164 1.185 9.882 0 0.966 1.121 0 0 0 1.299 1 0 0 0 2.236 0.012 0 0 1.74 0 0 0 0 3.646 1.867 0 8.083 0 0 1 +4.517 2.6422 0 0 2 0 1 40 1 0 1 0 3.073 1.409 9.391 0 0.976 1.129 0 0 0 1.266 1 0 0 0 2.149 -0.024 0 0 2.036 0 0 1 2 3.553 2.074 1 7.884 0 0 1 +4.414 3.135 0 0 0 0 1 46.2 0 1 0 0 2.884 0.802 9.183 2 0.998 1.112 0 0 0 1.264 1 0 0 0 2.101 -0.08 0 0 0.975 0 1 0 1 3.566 2.524 0 7.811 0 0 1 +4.732 3.3319 0 0 0 0 2 42.9 0 2 0 0 3.025 0.875 9.579 4 1.022 1.119 0 0 0 1.219 1 0 0 0 2.194 0.047 0 0 0.854 0 2 0 2 3.67 2.917 0 8.008 0 0 1 +4.607 3.1517 0 0 0 0 2 41.2 0 2 0 0 3.118 1.187 9.631 4 1.011 1.122 0 0 0 1.214 1 0 0 0 2.194 -0.026 0 0 1.544 0 2 0 1 3.649 2.537 0 8.058 0 0 1 +4.898 3.1976 0 0 0 0 3 40.7 0 2 0 0 3.451 1.546 10.067 4 0.994 1.123 0 0 0 1.248 1 0 0 0 2.305 -0.002 0 0 2 0 2 0 0 3.729 2.192 0 8.364 0 0 1 +4.97 3.567 3 0 0 0 4 46.2 0 1 0 0 3.66 0.861 10.06 2 1.073 1.099 0 0 0 1.334 1 0 1 0 2.307 0.015 0 0 0.962 0 4 0 1 4.106 2.9 0 9.154 0 3 1 +4.782 2.9304 0 0 0 0 2 43.5 2 1 0 0 3.294 1.273 9.947 2 0.984 1.117 0 0 0 1.28 1 0 0 0 2.251 -0.007 0 10.288 1.951 0 0 0 0 3.671 2.333 0 8.238 0 0 1 +4.869 3.2685 0 0 0 0 3 40.9 1 3 0 0 3.404 1.528 10.009 6 1.018 1.123 0 0 0 1.22 1 0 0 0 2.29 0.004 0 10.337 1.945 0 2 0 1 3.743 2.75 0 8.362 0 0 1 +5.156 2.4524 0 0 0 0 4 55.6 0 6 0 -3.296 3.788 0.75 10.813 16 1.103 1.093 0 0 0 1.225 6 0 0 0 2.532 0 0 44.736 1.508 0 0 0 0 3.986 3.271 0 9.007 4 0 1 +5.072 3.2754 0 0 0 0 2 40 2 4 0 -1.016 3.678 1.875 10.32 10 1.016 1.125 0 0 0 1.21 1 0 0 0 2.349 0 0 23.088 2.707 0 0 0 0 3.793 2.667 0 8.642 2 0 1 +5.074 2.2282 0 0 0 0 3 44.2 1 4 0 -1.025 4.037 1.563 10.658 13 1.003 1.116 0 0 0 1.243 2 0 0 0 2.355 0 0 24.332 4.684 0 0 0 0 3.798 2.406 0 9.005 2 0 1 +5.072 3.1939 0 0 0 0 2 43.8 0 4 0 -1.165 3.808 2.123 10.379 12 1.015 1.117 0 0 0 1.235 1 0 0 0 2.351 0 0 23.409 3.342 0 0 0 0 3.795 2.704 0 8.776 2 0 1 +4.876 3.0864 0 0 0 0 2 41.7 0 4 0 -0.858 3.571 1.59 10.236 10 1.03 1.121 0 0 0 1.203 1 0 0 0 2.297 0.001 0 22.051 2.573 0 0 0 0 3.755 2.833 0 8.591 2 0 1 +4.842 2.9844 0 0 0 0 2 41.7 2 2 0 -0.87 3.39 1.258 10.136 4 0.998 1.121 0 0 0 1.238 1 0 0 0 2.278 0.004 0 10.482 2.113 0 0 0 1 3.718 2.611 0 8.382 0 0 1 +4.982 2.8539 0 0 0 0 2 53.3 0 3 0 -1.101 3.39 0.762 10.226 8 1.05 1.097 0 0 0 1.249 3 0 0 0 2.424 0.004 0 21.666 1.027 0 0 0 0 3.866 2.924 0 8.527 2 0 1 +4.828 2.2467 0 0 0 0 2 50 0 4 0 -1.417 3.838 0.584 10.424 10 1.026 1.104 0 0 0 1.248 2 0 0 0 2.265 0 0 22.962 4.401 0 0 0 0 3.715 2.648 0 8.88 0 0 1 +5.12 3.2785 0 0 0 0 3 36.8 3 6 0 -1.775 4.156 2.419 10.778 18 1.004 1.131 0 0 0 1.195 1 0 0 0 2.4 0 0 36.905 3.368 0 0 0 0 3.852 2.481 0 9.032 3 0 1 +4.732 3.0836 0 0 0 0 1 46.7 0 2 0 -0.879 3.151 1.187 9.642 4 1.02 1.111 0 0 0 1.235 1 0 0 0 2.194 -0.026 0 10.201 1.659 0 0 0 1 3.663 2.926 0 8.161 0 0 1 +4.77 3.1187 0 0 1 0 2 41.2 0 2 2 -0.931 3.249 1.185 9.882 4 1.024 1.127 0 0 0 1.219 1 0 0 0 2.236 0.015 0 10.271 1.74 0 1 2 3 3.707 3 1 8.288 0 0 1 +4.951 2.7402 0 0 0 0 2 38.7 2 3 0 -0.464 3.59 2.071 10.241 9 1.002 1.127 0 0 0 1.223 1 0 0 0 2.29 -0.001 0 11.465 3.744 0 1 0 1 3.743 2.522 0 8.502 1 0 1 +4.923 3.3133 0 0 0 0 2 43.8 0 3 0 -1.113 3.261 1.185 9.911 7 1.04 1.117 0 0 0 1.207 1 0 0 0 2.267 0.015 0 10.262 1.563 0 1 0 2 3.741 3.2 0 8.303 0 0 1 +4.972 3.3935 0 0 0 0 2 42.9 1 4 0 -1.648 3.513 1.508 10.173 8 1.04 1.119 0 0 0 1.211 1 0 0 0 2.307 -0.002 0 21.185 2.228 0 1 0 1 3.761 3.09 0 8.567 0 0 1 +4.845 2.7876 0 0 0 0 2 40 1 4 0 -0.746 3.678 2.125 10.281 8 1.016 1.125 0 0 0 1.217 1 0 0 0 2.282 0 0 22.67 3.549 0 1 0 0 3.718 2.667 0 8.635 0 0 1 +5.31 3.4619 1 0 0 0 1 37.5 0 3 0 0 3.425 1.185 10.25 6 1.044 1.112 0 0 0 1.246 1 0 0 0 2.288 0.015 0 20.777 1.726 0 1 0 1 4.734 3.258 0 9.474 0 0 1 +4.414 2.2808 0 0 0 0 0 35.3 0 1 0 0.464 2.801 0.802 9.183 2 0.985 1.134 0 0 0 1.197 1 0 0 0 2.101 -0.069 0 10.463 0.975 0 0 0 0 3.344 2.31 0 7.446 0 0 1 +4.963 2.736 0 0 0 0 3 52.4 0 2 0 -0.884 3.532 0.985 10.277 4 1.009 1.099 0 0 0 1.296 3 0 0 0 2.359 0.001 0 10.645 1.762 0 0 0 1 3.881 2.59 0 8.68 0 0 1 +4.877 2.6955 0 0 0 0 3 47.1 0 3 0 0 3.359 0.943 10.07 6 1.037 1.11 0 0 0 1.243 3 0 0 0 2.36 0.004 0 10.31 1.496 0 2 0 0 3.775 2.591 0 8.386 0 0 1 +4.414 2.8449 0 0 0 0 0 41.7 0 1 1 0.041 2.898 0.802 9.183 2 1.016 1.128 0 0 0 1.254 1 0 0 0 2.101 -0.082 0 10.249 0.975 0 0 2 1 3.535 2.738 1 7.809 0 0 1 +4.963 2.8471 0 0 1 0 2 50 0 2 3 -0.995 3.539 0.985 10.277 2 1.02 1.108 0 0 0 1.277 3 0 0 0 2.359 0.001 0 10.582 1.762 0 0 4 1 3.899 2.667 1 8.702 0 0 1 +4.789 2.8739 0 0 0 0 0 30.8 3 4 0 -0.318 3.354 1.425 10.091 6 1.019 1.144 0 0 0 1.149 1 0 0 0 2.274 0.004 0 10.582 2.257 0 0 0 0 3.477 2.556 0 8.121 0 0 1 +4.362 2.3925 0 0 0 0 0 31.6 0 1 2 0.225 2.93 0.75 9.272 2 0.992 1.147 0 0 0 1.177 1 0 0 0 2.091 0.041 0 10.572 1.017 0 0 2 1 3.355 2.333 1 7.556 0 0 1 +4.983 4.2631 0 0 0 0 0 23.1 2 6 0 0 3.342 1.792 10.074 8 1.044 1.16 0 0 0 1.011 0 0 0 0 2.247 -0.008 0 0 2.666 0 0 0 6 3.397 3.694 0 7.88 0 0 1 +4.977 1.8975 0 0 0 0 0 31.6 1 6 0 -0.336 4.19 3.866 10.735 9 0.991 1.142 0 0 0 1.157 1 0 0 0 2.361 0 0 11.756 10.593 0 0 0 3 3.497 2.267 0 8.727 0 0 1 +5.164 3.0492 0 0 1 0 0 26.7 2 6 1 -0.462 3.592 1.437 10.493 9 1.042 1.155 0 0 0 1.083 1 0 0 0 2.402 -0.001 0 10.741 2.081 0 0 3 5 3.551 3.256 1 8.338 0 0 1 +3.732 2.4945 0 0 0 0 0 22.2 1 0 2 0 2.553 1.585 8.16 0 0.979 1.171 0 0 0 1.119 0 0 0 0 1.802 -0.212 0 0 2.488 0 0 2 3 2.89 2.167 2 6.675 0 0 1 +3.966 2.9244 0 0 2 0 0 30.8 2 0 2 0 3.545 3.146 9.522 0 0.964 1.145 0 0 0 1.194 0 0 0 0 1.97 0 0 0 6.909 0 0 2 1 3.005 1.618 1 7.749 0 0 1 +3.986 2.958 0 0 0 0 0 32.1 2 1 0 0 4.008 3.792 10.039 1 0.965 1.141 0 0 0 1.198 0 0 0 0 1.987 0 0 0 10.955 0 0 0 1 3.01 1.685 0 8.228 0 0 1 +4.235 2.7848 0 0 0 0 0 29.6 2 1 0 0 2.946 1.975 9.118 1 0.973 1.146 0 0 0 1.168 0 0 0 0 1.962 0.039 0 0 3.449 0 0 0 1 3.064 2.093 0 7.229 0 0 1 +4.236 1.599 0 0 0 0 0 32.8 1 1 0 0 3.78 3.974 9.949 1 0.967 1.14 0 0 0 1.189 1 0 0 0 2.236 0 0 0 8.475 0 0 0 0 3.322 1.611 0 8.211 0 0 1 +4.362 3.0285 0 0 0 0 0 27.3 3 2 0 0 2.867 1.906 9.059 2 0.993 1.151 0 0 0 1.123 0 0 0 0 2 -0.074 0 0 2.524 0 0 0 2 3.076 2.667 0 7.149 0 0 1 +4.414 3.7375 0 0 0 0 0 35.3 3 1 0 1.188 2.812 1.379 9.222 1 0.985 1.134 0 0 0 1.258 0 0 0 0 2 0.135 0 10.178 2.133 0 0 0 0 3.467 2.619 0 7.714 0 0 1 +4 3.2163 0 0 0 0 0 25 1 2 0 -0.833 2.334 0.811 8.318 0 1.053 1.156 0 0 0 1.076 0 0 0 0 1.732 -0.687 0 9 1 0 0 0 1 3.304 4.167 0 7.178 0 0 1 +4.412 3.402 0 0 0 0 0 32.8 2 4 0 -0.327 4.486 4.297 10.675 6 0.974 1.14 0 0 0 1.193 0 0 0 0 2.086 0 0 23.775 15.507 0 0 0 0 3.405 1.889 0 8.926 0 0 1 +4.534 4.002 0 0 0 0 0 32.4 4 4 0 -0.28 4.039 3.181 10.485 10 0.983 1.141 0 0 0 1.18 0 0 0 0 2.14 0 0 23.596 8.016 0 0 0 0 3.408 2.154 0 8.619 0 0 1 +4.386 3.408 0 0 0 0 0 32.5 2 4 0 -0.09 4.167 3.774 10.379 8 0.98 1.14 0 0 0 1.186 0 0 0 0 2.068 0 0 23.377 10.97 0 0 0 0 3.376 2.044 0 8.67 0 0 1 +4.263 3.1913 1 0 0 0 0 28.6 0 4 0 -1.68 3.41 2.187 9.533 4 1.038 1.135 0 0 0 1.159 0 0 0 0 2 0.015 0 19.933 4.143 0 0 0 2 3.643 3.379 0 8.478 0 0 1 +4.17 3.4143 0 0 0 0 0 30 0 1 1 -0.481 2.548 0.971 8.597 1 1.02 1.154 0 0 0 1.174 0 0 0 0 1.848 0.425 0 9.472 1.542 0 0 1 2 3.379 3.533 1 7.404 0 0 1 +4.65 4.0313 0 0 1 0 0 31.3 3 2 0 0.159 3.39 2.134 9.916 5 0.991 1.145 0 0 0 1.184 0 0 0 0 2.122 0.004 0 10.961 3.936 0 0 3 0 3.527 2.372 1 8.131 0 0 1 +4.347 3.4478 0 0 1 0 0 30.8 1 2 2 -0.193 3.233 2.3 9.338 4 0.998 1.147 0 0 0 1.169 0 0 0 0 2.011 0.014 0 10.535 4.098 0 0 1 1 3.405 2.515 1 7.864 0 0 1 +4.343 3.9399 0 0 0 0 0 33.3 0 4 0 -2.514 3.047 1.5 9.309 4 1.09 1.139 0 0 0 1.108 0 0 0 0 2 -0.097 0 19.107 2.682 0 0 0 2 3.519 4.167 0 8.016 0 0 1 +4.562 3.6148 0 0 0 0 0 25 1 3 0 -1.185 2.71 0.918 9.184 2 1.053 1.156 0 0 0 1.066 0 0 0 0 2 -0.265 0 9.449 1.521 0 0 0 2 3.424 4 0 7.507 0 0 1 +4.691 3.9139 0 0 0 0 0 26.7 0 5 0 -2.845 3.138 1.436 9.666 5 1.086 1.153 0 0 0 1.066 0 0 0 0 2.117 0.053 0 19.412 2.428 0 0 0 3 3.49 4.241 0 8.03 0 0 1 +4.476 3.72 0 0 0 0 0 31.3 1 3 0 -0.644 2.985 1.5 9.345 4 1.032 1.143 0 0 0 1.156 0 0 0 0 2.042 -0.088 0 20.291 2.34 0 0 0 0 3.458 3.292 0 7.864 0 0 1 +4.385 3.9908 0 0 0 0 0 32.4 0 7 0 -1.569 3.819 3.09 9.999 10 1.034 1.141 0 0 0 1.135 0 0 0 0 2.061 0 0 21.678 6.884 0 0 0 0 3.432 2.833 0 8.562 0 0 1 +4.791 4.5316 0 0 2 0 0 23.1 2 2 8 -1.384 3.354 1.73 9.99 2 1.018 1.173 0 0 0 1.117 0 0 0 0 2.194 -0.008 0 20.829 2.395 0 0 2 6 3.467 3.083 4 8.19 0 0 1 +4.303 3.3317 0 0 0 0 0 34.8 3 1 0 1.559 3.027 1.837 9.389 1 0.979 1.135 0 0 0 1.236 0 0 0 0 2 0.042 0 10.396 3.193 0 0 0 0 3.349 2.37 0 7.827 0 0 1 +4.499 2.8945 1 0 0 0 1 46.7 1 0 0 0 3.185 1.125 9.311 0 0.991 1.107 0 0 0 1.323 1 0 1 0 2.136 0.043 0 0 1.481 0 0 0 0 3.692 2.16 0 8.337 0 1 1 +4.651 2.6738 0 0 2 0 1 41.7 1 2 3 -0.396 3.482 1.911 9.989 3 1.007 1.125 0 0 0 1.256 1 0 0 0 2.202 -0.002 0 21.674 3.267 0 1 3 1 3.611 2.692 1 8.461 0 0 1 +4.692 2.7215 0 0 2 0 2 40.7 2 2 3 -0.393 3.547 1.876 10.164 3 1.002 1.126 0 0 0 1.259 1 0 0 0 2.236 0.001 0 21.814 3.356 0 1 3 1 3.659 2.619 1 8.548 0 0 1 +4.543 2.5935 0 0 2 0 1 40.9 1 1 2 0.008 3.298 1.705 9.722 1 0.993 1.127 0 0 0 1.253 1 0 0 0 2.166 -0.008 0 10.506 2.905 0 0 2 1 3.567 2.394 1 8.223 0 0 1 +4.653 1.8048 0 0 0 0 2 36.2 1 1 0 0 3.874 3.355 10.213 2 0.97 1.132 0 0 0 1.236 1 0 0 0 2.214 0 0 0 8.143 0 1 0 1 3.64 1.833 0 8.486 0 0 1 +4.562 3.2113 0 0 0 0 2 42.9 0 2 0 0 3.025 0.875 9.54 4 1.022 1.119 0 0 0 1.209 1 0 0 0 2.17 0.047 0 0 1.14 0 2 0 2 3.646 2.917 0 8.003 0 0 1 +4.77 3.031 0 0 0 0 2 45 2 1 0 0.125 3.217 1.185 9.882 2 0.987 1.114 0 0 0 1.294 1 0 0 0 2.236 0.014 0 10.757 1.74 0 0 0 0 3.695 2.4 0 8.251 0 0 1 +5.072 2.4853 0 0 0 0 2 36.1 4 4 0 -0.892 4.22 2.972 10.799 12 0.984 1.133 0 0 0 1.22 1 0 0 0 2.351 0 0 24.843 7.668 0 0 0 0 3.794 2.144 0 8.984 2 0 1 +4.882 3.2502 0 0 0 0 2 44.4 0 4 0 -2.254 3.451 1.258 10.136 8 1.053 1.116 0 0 0 1.194 1 0 0 0 2.288 0.005 0 20.766 2.011 0 0 0 2 3.762 3.389 0 8.529 0 0 1 +4.844 2.3785 0 0 0 0 3 50 0 3 0 -0.439 3.716 0.625 10.35 9 1.015 1.104 0 0 0 1.266 2 0 0 0 2.286 0 0 11.622 3.405 0 2 0 1 3.736 2.573 0 8.765 1 0 1 +4.77 2.6687 0 0 0 0 0 38.5 3 0 0 4.722 3.131 1.185 9.882 0 0.964 1.128 0 0 0 1.264 1 0 0 0 2.236 0.012 0 0 1.74 0 0 0 0 3.533 1.75 0 7.981 0 0 1 +4.675 1.7703 0 0 2 0 0 33.3 0 0 4 0 3.343 0 9.971 0 0.967 1.141 0 0 0 1.185 2 0 0 0 2.236 0.001 0 0 2.829 0 0 4 1 3.269 1.551 1 7.764 0 0 1 +4.645 1.7575 1 0 0 0 3 45.7 0 3 0 0 4.173 0 10.642 12 0.993 1.107 0 0 0 1.297 3 0 0 0 2.236 0 0 0 3.604 0 0 0 0 3.957 2.043 0 9.309 0 0 1 +4.679 3.1788 0 0 0 0 2 44.4 0 2 0 0 3.233 1.261 9.715 4 1.011 1.116 0 0 0 1.246 1 0 0 0 2.222 0.014 0 10.219 1.695 0 1 0 0 3.67 2.583 0 8.192 0 0 1 +4.863 2.4397 1 0 0 0 3 54.5 0 0 0 0 4.043 0.569 10.135 0 0.984 1.087 0 0 0 1.381 2 1 0 0 2.3 0.001 1 0 2.241 0 1 0 0 6.879 1.981 0 11.612 0 1 1 +4.481 2.7716 0 0 0 0 0 33.3 0 2 0 -0.065 2.566 0.929 9.053 1 1.047 1.139 0 0 0 1.127 1 0 0 0 2.136 -0.239 0 9.677 0.964 0 0 0 0 3.454 3.033 0 7.487 0 0 1 +4.414 3.0463 0 0 0 0 0 38.5 1 2 0 0 2.895 1.203 9.209 1 1.023 1.128 0 0 0 1.241 1 0 0 0 2.152 -0.083 0 0 1.496 0 0 0 1 3.637 2.667 0 7.872 0 0 1 +4.303 2.6696 0 0 0 0 0 33.3 0 2 0 -0.046 2.709 0.862 9.067 2 1.025 1.139 0 0 0 1.166 1 0 0 0 2.115 0.137 0 10.021 0.956 0 0 0 0 3.416 2.778 0 7.481 0 0 1 +4.875 2.757 0 0 0 0 0 35.3 1 3 0 -0.444 3.12 1.233 9.856 6 1.03 1.135 0 0 0 1.19 1 0 0 0 2.288 -0.026 0 21.128 1.585 1 0 0 0 3.588 3.019 0 8.043 0 0 1 +4.414 2.9065 0 0 0 0 0 30.8 1 3 0 -0.549 2.875 0.917 9.459 3 1.049 1.144 0 0 0 1.119 1 0 0 0 2.199 -0.085 0 10.009 1.101 0 0 0 0 3.512 2.929 0 7.713 0 0 1 +4.882 3.3902 0 0 0 0 0 41.2 0 4 1 -2.476 3.459 1.258 10.136 4 1.069 1.127 0 0 0 1.179 1 0 0 0 2.288 0.005 0 20.641 2.011 0 0 4 2 3.785 3.472 1 8.553 0 0 1 +4.17 3.1898 0 0 0 0 0 20 1 2 0 -0.968 2.533 0.971 8.597 0 1.052 1.175 0 0 0 1.032 0 0 0 0 1.848 0.441 0 9.243 1.542 0 0 1 3 3.326 4.033 1 7.273 0 0 1 +4.414 2.9195 0 0 0 0 0 27.3 0 2 0 -0.657 2.915 0.917 9.459 3 1.067 1.166 0 0 0 1.127 1 0 0 0 2.199 -0.087 0 20.069 1.101 0 0 2 2 3.556 3.405 2 7.873 0 0 1 +5.076 3.5506 0 0 1 0 0 38.1 2 3 2 0 3.418 1.258 10.189 7 1.029 1.133 0 0 0 1.204 1 0 0 0 2.352 0.004 0 10.46 1.244 0 1 3 2 3.821 3.014 1 8.441 0 0 1 +4.655 3.6465 0 0 2 0 0 25 0 3 2 -1.641 3.198 1.761 9.723 3 1.036 1.164 0 0 0 1.1 0 0 0 0 2.107 -0.028 0 20.135 2.989 0 0 3 5 3.445 3.567 2 8.044 0 0 1 +3.414 2.4441 1 0 0 0 0 33.3 1 0 0 0 2.631 1 7.408 0 0.997 1.132 0 0 0 1.291 0 0 1 0 1.618 -0.575 0 0 1.707 0 0 0 0 3.567 2.653 0 7.775 0 1 1 +4.303 3.0634 0 0 0 0 0 21.4 2 3 0 0 2.648 1.459 8.815 2 1.037 1.164 0 0 0 0.995 0 0 0 0 1.932 -0.253 0 0 1.745 0 0 0 3 3.102 3.722 0 6.978 0 0 1 +4.303 3.0468 1 0 0 0 0 23.1 2 2 0 0 2.913 1.459 8.815 1 1.039 1.156 0 0 0 1.09 0 0 1 0 1.932 -0.244 0 0 1.745 0 0 0 2 3.579 3.407 0 7.899 0 1 1 +4.214 2.9483 0 0 0 0 0 23.5 1 1 0 0 2.587 1.459 8.755 0 0.991 1.164 0 0 0 1.127 0 0 0 0 1.902 -0.223 0 0 2.052 0 0 1 1 3.077 2.5 1 6.954 0 0 1 +3.732 2.6724 0 0 0 0 0 20 1 2 0 0 2.616 1.585 8.16 1 1.019 1.172 0 0 0 1.024 0 0 0 0 1.802 -0.247 0 0 2.488 0 0 1 3 2.938 3.167 1 6.799 0 0 1 +3.414 2.956 0 0 0 0 0 33.3 0 2 0 0 2.39 1 7.408 0 1.09 1.139 0 0 0 1.171 0 0 0 0 1.618 -0.723 0 17.611 1.707 0 0 0 0 3.218 4.5 0 7.145 0 0 1 +4.236 2.9854 0 0 0 0 0 32.1 2 2 0 -0.654 3.751 3.122 10.004 2 0.974 1.141 0 0 0 1.193 0 0 0 0 2 0 0 10.334 8.008 0 0 0 1 3.329 2.05 0 8.216 0 0 1 +4.462 3.3098 0 0 0 0 0 32.3 2 4 0 -0.287 3.997 3.524 10.224 5 0.984 1.141 0 0 0 1.173 0 0 0 0 2.088 0 0 11.373 9.6 0 0 0 2 3.384 2.22 0 8.492 0 0 1 +4 3.078 0 0 0 0 0 22.2 1 1 0 -0.333 2.306 0.811 8.318 0 1.022 1.171 0 0 0 1.113 0 0 0 0 1.732 -0.65 0 9.222 1 0 0 1 2 3.281 3.667 1 7.135 0 0 1 +4.372 3.5554 0 0 0 0 0 29.2 2 3 0 -0.233 3.138 1.922 9.494 3 1.007 1.147 0 0 0 1.136 0 0 0 0 2.031 -0.026 0 10.251 3.412 0 0 0 0 3.355 2.6 0 7.811 0 0 1 +4.382 3.2243 0 0 0 0 0 33.3 2 2 0 -0.013 3.935 3.554 10.06 4 0.973 1.138 0 0 0 1.203 0 0 0 0 2.051 0 0 11.42 9.36 0 0 0 0 3.366 1.903 0 8.397 0 0 1 +4.17 3.5122 0 0 0 0 0 33.3 0 2 0 -0.981 2.57 0.971 8.597 2 1.047 1.139 0 0 0 1.147 0 0 0 0 1.848 0.444 0 9.25 1.542 0 0 0 1 3.396 3.933 0 7.436 0 0 1 +4.346 3.4572 0 0 0 0 0 33.3 1 2 0 -0.33 3.048 1.975 9.16 4 0.998 1.139 0 0 0 1.181 0 0 0 0 2 0.046 0 10.346 3.165 0 0 0 0 3.423 2.63 0 7.73 0 0 1 +4.644 3.9848 0 0 0 0 0 36.8 1 2 0 0.048 3.09 1.837 9.467 6 1.004 1.131 0 0 0 1.223 0 0 0 0 2.084 0.048 0 10.532 2.732 0 0 0 0 3.529 2.815 0 7.958 0 0 1 +4.645 3.6462 0 0 4 0 0 23.1 0 2 4 -0.987 3.347 2.117 9.828 2 1.018 1.173 0 0 0 1.104 0 0 0 0 2.098 -0.008 0 10.217 4.049 0 0 3 7 3.432 3.097 4 8.143 0 0 1 +4.645 0.8039 0 0 0 0 0 34.1 3 12 0 -0.966 5.043 1.182 11.662 23 0.989 1.137 0 0 0 1.173 6 0 0 0 2.475 0 0 38.399 11.072 0 0 0 0 3.58 1.998 0 9.841 0 0 1 +3.902 2.7284 0 0 1 0 0 33.3 1 0 1 0 3.092 2.322 8.881 0 0.969 1.141 0 0 0 1.233 0 0 0 0 1.919 -0.022 0 0 4.086 0 0 1 0 3.24 2.1 1 7.617 0 0 1 +3 2.5124 0 0 0 0 0 33.3 1 0 0 0 2.081 0.918 6.594 0 0.998 1.152 0 0 0 1.303 0 0 0 0 1.414 0.917 0 0 1.333 0 0 1 0 3.201 3.5 1 6.984 0 0 1 +4.362 3.6459 0 0 0 0 0 33.3 1 2 1 -0.449 2.997 1.906 9.059 3 1.027 1.144 0 0 0 1.205 0 0 0 0 2 -0.089 0 10.198 2.524 0 0 1 0 3.441 3.208 1 7.868 0 0 1 +4.5 4.1188 1 0 0 0 0 32 3 3 0 0 4.808 4.3 10.919 9 0.967 1.14 0 0 0 1.211 0 0 0 0 2.121 0 0 0 10.634 0 0 0 0 3.939 1.622 0 9.326 0 0 1 +4.593 2.8754 0 0 1 0 1 42.1 1 1 2 -0.036 3.222 1.461 9.665 1 0.998 1.125 0 0 0 1.264 1 0 0 0 2.175 0.014 0 10.502 2.298 0 1 3 1 3.599 2.483 1 8.187 0 0 1 +4.499 2.8728 0 0 2 0 1 41.2 1 0 2 0 2.976 1.125 9.311 0 0.979 1.127 0 0 0 1.257 1 0 0 0 2.136 0.043 0 0 1.481 0 0 1 2 3.554 2.146 1 7.83 0 0 1 +4.596 3.2643 0 0 0 0 2 42.9 0 2 0 0 3.025 0.875 9.54 4 1.022 1.119 0 0 0 1.223 1 0 0 0 2.175 0.047 0 0 1.069 0 2 0 2 3.651 2.917 0 8.003 0 0 1 +4.517 2.898 0 0 0 0 1 42.1 1 1 0 0 3.086 1.409 9.391 2 0.987 1.12 0 0 0 1.252 1 0 0 0 2.149 -0.025 0 0 2.036 0 1 0 0 3.574 2.074 0 7.928 0 0 1 +4.607 3.1199 0 0 1 0 2 38.9 0 1 2 0 3.105 1.187 9.631 2 0.998 1.132 0 0 0 1.227 1 0 0 0 2.194 -0.025 0 0 1.544 0 2 2 2 3.643 2.315 1 8.042 0 0 1 +4.499 3.0314 0 0 0 0 1 50 0 1 0 0 3.027 1.125 9.311 2 0.998 1.104 0 0 0 1.291 1 0 0 0 2.136 0.045 0 10.006 1.481 0 0 0 0 3.592 2.583 0 7.979 0 0 1 +4.732 3.015 0 0 0 0 1 47.1 1 1 0 0.121 3.127 1.187 9.642 2 0.992 1.11 0 0 0 1.286 1 0 0 0 2.194 -0.025 0 10.645 1.659 0 0 0 0 3.652 2.481 0 8.132 0 0 1 +5.072 2.9677 0 0 0 0 2 38.1 2 4 0 -0.942 3.863 2.341 10.435 12 1.001 1.129 0 0 0 1.206 1 0 0 0 2.351 0 0 23.889 4.023 0 0 0 0 3.794 2.433 0 8.737 2 0 1 +5.075 2.9203 0 0 0 0 2 36.4 4 4 0 -0.888 4.159 2.681 10.794 14 0.986 1.132 0 0 0 1.21 1 0 0 0 2.357 0 0 25.14 5.828 0 0 0 0 3.795 2.19 0 8.941 2 0 1 +4.842 3.2871 0 0 1 0 2 41.2 0 4 2 -1.093 3.483 1.258 10.136 8 1.069 1.127 0 1 0 1.199 1 0 0 0 2.278 0.005 0 30.593 2.113 0 1 2 1 3.849 3.5 1 8.704 0 0 1 +5.021 3.5325 0 0 0 0 4 38.9 0 5 0 -1.291 3.45 1.124 10.277 10 1.072 1.127 0 0 0 1.147 1 0 0 0 2.343 0.005 0 10.313 1.623 0 3 0 4 3.834 3.611 0 8.537 0 0 1 +4.499 3.0645 0 0 2 0 1 53.8 0 0 2 0 3.047 1.125 9.311 0 0.99 1.102 0 0 0 1.337 1 0 0 0 2.136 0.046 0 0 1.481 0 0 1 0 3.636 2.521 1 8.094 0 0 1 +4.414 2.1543 0 0 1 0 0 30 0 0 2 0 2.736 0.802 9.183 0 0.97 1.149 0 0 0 1.165 1 0 0 0 2.101 -0.064 0 0 0.975 0 0 2 2 3.143 1.833 1 7.083 0 0 1 +5.099 2.2523 0 0 0 1 0 35.1 2 2 0 1.47 3.533 1.938 10.469 3 0.983 1.135 0 0 0 1.209 1 0 0 0 2.236 -0.001 0 10.55 3.879 1 0 0 1 3.429 2.283 0 8.257 0 0 1 +4.791 2.9639 0 0 0 0 2 45 0 1 0 0 3.211 1.461 9.725 3 0.987 1.114 0 0 0 1.29 1 0 0 0 2.231 0.014 0 0 1.917 0 1 0 1 3.661 2.383 0 8.14 0 0 1 +4.842 2.4571 0 0 0 0 2 54.5 0 0 0 0 3.414 0 9.955 0 0.974 1.094 0 0 0 1.336 2 0 0 0 2.278 -0.002 0 0 2.113 0 0 0 0 3.711 1.944 0 8.428 0 0 1 +4.303 2.9763 0 0 0 0 0 30 0 3 0 -0.546 2.745 0.862 9.067 2 1.075 1.146 0 0 0 1.101 1 0 0 0 2.115 0.153 0 9.799 0.956 0 0 0 0 3.464 3.111 0 7.565 0 0 1 +4.414 2.8688 0 0 0 0 0 41.7 0 1 1 -0.053 2.898 0.802 9.183 2 1.016 1.128 0 0 0 1.25 1 0 0 0 2.101 -0.082 0 10.214 0.975 0 0 2 1 3.523 2.738 1 7.808 0 0 1 +4 2.1142 0 0 0 0 0 29.4 0 0 1 0 2.585 0 8.623 0 0.972 1.151 0 0 0 1.138 1 0 0 0 2 0.112 0 0 0.667 0 0 2 1 3.033 1.667 1 6.823 0 0 1 +4.918 2.3933 0 2 6 0 0 21.7 0 2 10 0 3.482 1.116 10.266 4 1.045 1.184 0 0 0 1.136 3 0 0 0 2.376 0.001 0 20.532 1.651 0 0 4 0 3.535 2.731 6 8.314 0 0 1 +4.983 4.2631 0 0 0 0 0 23.1 2 6 0 0 3.342 1.792 10.074 8 1.044 1.16 0 0 0 1.011 0 0 0 0 2.247 -0.008 0 0 2.666 0 0 0 6 3.397 3.694 0 7.88 0 0 1 +4.383 3.2291 0 0 0 0 0 32.6 2 2 0 0.022 4.136 3.882 10.272 4 0.97 1.14 0 0 0 1.199 0 0 0 0 2.058 0 0 11.783 11.382 0 0 0 0 3.366 1.789 0 8.51 0 0 1 +3.956 2.8079 0 0 0 0 0 31.9 2 0 0 0 3.413 2.974 9.377 0 0.96 1.141 0 0 0 1.208 0 0 0 0 1.962 0.001 0 0 6.102 0 0 0 0 2.976 1.567 0 7.59 0 0 1 +3.848 2.5749 0 0 2 0 0 25 2 0 2 0 2.824 2 8.584 0 0.975 1.163 0 0 0 1.134 0 0 0 0 1.879 -0.07 0 0 3.284 0 0 2 4 2.918 2.125 2 6.954 0 0 1 +3.802 2.7308 0 0 0 0 0 22.2 2 2 0 0 2.753 1.95 8.394 0 1.01 1.166 0 0 0 1.058 0 0 0 0 1.848 0.141 0 0 2.885 0 0 2 3 2.955 2.929 1 6.944 0 0 1 +4.399 3.3815 1 0 0 0 0 32.6 2 4 0 -0.214 4.632 4.491 10.776 8 0.974 1.138 0 0 0 1.206 0 0 0 0 2.08 0 0 23.914 17.537 0 0 0 0 3.646 1.855 0 9.204 0 0 1 +4.334 3.6944 0 0 0 0 0 33.3 1 2 0 -0.359 2.838 1.557 8.944 3 1.013 1.139 0 0 0 1.178 0 0 0 0 1.97 0.15 0 10.072 2.195 0 0 0 0 3.421 2.952 0 7.598 0 0 1 +4.347 3.1896 0 0 0 0 0 33.3 1 2 0 -0.312 3.371 2.565 9.489 4 0.985 1.139 0 0 0 1.195 0 0 0 0 2.015 0.004 0 10.607 4.993 0 0 0 0 3.423 2.282 0 7.952 0 0 1 +4.414 3.2075 0 0 0 0 0 44.4 0 3 0 -1.157 2.954 0.917 9.459 4 1.096 1.116 0 0 0 1.183 1 0 0 0 2.199 -0.091 0 19.847 1.101 0 0 0 0 3.658 3.548 0 8.015 0 0 1 +4.17 2.9651 0 0 0 0 0 33.3 2 0 2 0 2.499 0.971 8.597 0 0.979 1.145 0 0 0 1.271 0 0 0 0 1.848 0.368 0 0 1.542 0 0 1 0 3.33 2.767 1 7.322 0 0 1 +4 3 0 0 0 0 0 50 0 0 0 0 2.72 0 8.623 0 0.971 1.104 0 0 0 1.316 1 0 0 0 2 0.13 0 0 0.667 0 0 0 0 3.452 2 0 7.573 0 0 1 +4.499 3.0778 0 0 0 0 1 43.8 0 1 0 0 2.99 1.125 9.311 2 0.991 1.117 0 0 0 1.253 1 0 0 0 2.136 0.045 0 0 1.481 0 1 0 0 3.573 2.146 0 7.878 0 0 1 +4.783 3.2726 0 0 2 0 2 38.9 0 1 2 0 3.105 1.187 9.668 2 0.998 1.132 0 0 0 1.23 1 0 0 0 2.222 -0.025 0 0 1.358 0 2 2 2 3.666 2.315 1 8.046 0 0 1 +5.31 2.3715 0 0 0 0 4 58.3 0 2 0 -0.128 3.745 0.625 10.681 8 1.008 1.087 0 0 0 1.312 6 0 0 0 2.499 0 0 24.203 1.262 0 0 0 0 3.942 2.5 0 8.901 0 0 1 +4.977 1.9452 0 0 0 0 0 32.4 1 6 0 -0.347 4.201 3.866 10.735 9 0.992 1.14 0 0 0 1.166 1 0 0 0 2.361 0 0 11.747 10.593 0 0 0 3 3.497 2.3 0 8.778 0 0 1 +4.977 1.9472 0 0 0 0 0 31.4 1 6 0 -0.338 4.127 3.706 10.694 9 0.993 1.143 0 0 0 1.153 1 0 0 0 2.361 0 0 11.724 9.639 0 0 0 3 3.497 2.321 0 8.68 0 0 1 +4.825 3.1934 3 0 0 0 3 46.7 1 0 0 0 3.642 1.185 9.902 0 1.034 1.1 0 0 0 1.359 1 0 1 0 2.263 0.014 0 0 1.476 0 2 0 0 4.054 2.483 0 9.085 0 3 0 +4.562 1.8929 0 0 6 0 0 35.1 0 0 6 0 3.526 0 10.054 0 0.974 1.139 0 0 0 1.209 2 0 0 0 2.194 0 0 0 4.13 0 0 4 0 3.489 1.744 2 8.179 0 0 0 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8.624 0 0 0 +5.798 1.9414 1 0 0 0 4 53.3 0 0 0 0 4.75 0 11.103 0 0.97 1.085 0 0 0 1.455 4 0 0 0 2.562 0 0 0 1.471 0 0 0 0 10.329 1.883 0 14.016 0 0 0 +5.451 2.8245 0 1 9 2 6 39.2 6 3 10 0 4.167 1.07 11.333 7 1 1.131 0 1 0 1.256 2 0 0 0 2.461 0 0 22.251 4.053 0 4 8 1 3.91 2.481 3 9.32 0 0 0 +5.449 3.493 0 0 0 3 3 37.5 9 0 0 0 3.705 1.162 11.208 0 0.964 1.13 0 0 0 1.28 1 0 0 0 2.449 0 0 0 1.726 0 0 0 0 3.814 1.819 0 8.693 0 0 0 +4.88 2.4237 2 0 0 0 4 54.5 0 0 0 0 4.426 0.673 10.289 0 0.994 1.08 0 0 0 1.425 2 1 0 0 2.316 -0.001 1 0 2.38 0 2 0 0 6.881 2.012 0 12.284 0 2 0 +5.495 2.7485 0 0 0 4 8 38.7 12 2 0 0 4.274 1.059 11.72 8 0.975 1.127 0 0 0 1.271 2 0 0 0 2.494 0 0 0 3.879 0 2 0 2 3.895 2.059 0 9.318 0 0 0 +5.87 2.7059 5 0 0 2 4 48.3 1 1 0 0 4.278 0.953 11.16 4 1.039 1.098 0 0 1 1.34 2 0 1 0 2.52 0 0 0 2.321 0 2 0 1 4.28 2.586 0 9.741 0 5 0 +5.998 1.8789 6 0 0 3 0 44.4 0 1 0 0.642 4.308 0.749 11.637 3 1.054 1.103 0 0 0 1.332 15 0 1 0 2.859 0 0 0 1.117 6 0 0 0 4.405 2.355 0 9.843 0 6 0 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0 0 1.075 0 1 3 1 3.895 2.364 1 8.515 0 0 0 +5.047 2.2477 1 0 2 0 4 52.2 0 0 4 0 3.678 0 10.4 0 0.988 1.09 0 0 0 1.366 6 0 0 1 2.414 0 0 0 1.443 0 4 4 1 4.046 1.929 1 8.933 0 0 0 +5.29 3.4786 2 0 1 0 0 30 5 3 6 0 3.963 1.958 10.77 8 1.002 1.136 0 0 0 1.263 1 0 0 0 2.36 0 0 0 3.196 0 0 5 0 4.699 2.227 2 9.633 0 0 0 +5 2.2838 0 0 6 0 4 41.5 0 0 8 0.556 3.887 1.048 10.745 0 0.982 1.128 0 0 0 1.281 2 0 0 0 2.358 0 0 0 3.585 0 2 6 1 3.796 2.067 3 8.919 0 0 0 +4.802 2.3043 3 0 1 0 2 45 0 0 4 0 3.86 1.632 10.181 0 1.01 1.079 0 0 0 1.438 3 0 0 0 2.38 -0.001 0 0 3.108 0 0 2 0 4.346 2.25 2 9.455 0 0 0 +5.775 1.4888 0 0 5 1 10 47.9 1 3 9 -0.314 4.579 0.42 11.693 14 0.992 1.111 0 0 0 1.286 11 0 0 1 2.666 0 0 13.296 3.124 1 5 8 1 4.026 2.024 2 9.653 1 0 0 +4.837 3.2718 1 0 6 0 0 28.1 3 0 13 0 3.665 1.621 10.229 0 0.996 1.153 0 0 0 1.232 1 0 0 0 2.307 -0.001 0 0 2.315 0 0 3 2 3.939 2.111 5 8.797 0 0 0 +4.985 2.5536 0 0 3 0 3 50 0 0 3 0 3.49 0.569 10.158 0 0.98 1.107 0 0 0 1.313 2 0 0 0 2.327 0.001 0 0 2.096 0 1 2 2 3.765 2.077 1 8.528 0 0 0 +4.971 2.3195 2 0 0 0 3 52 0 0 0 0 3.837 0.648 10.338 0 0.998 1.095 0 0 0 1.352 2 0 1 0 2.322 0 0 0 2.758 0 1 0 0 3.926 2.17 0 9.118 0 2 0 +3.618 3.2048 1 0 0 0 0 44.4 0 0 0 0 2.816 0 8.412 0 0.983 1.083 0 0 0 1.476 1 0 0 0 2 -0.214 0 0 0.579 0 0 0 0 4.034 1.967 0 8.415 0 0 0 +5 3.5426 3 0 0 1 0 25 2 0 0 0 3.224 0.722 9.657 0 1.078 1.135 0 0 1 1.366 0 0 0 0 2 0.389 0 0 0.8 0 0 0 0 4.227 3.117 0 8.859 0 3 0 +5.345 6.9923 0 0 0 1 0 32.7 8 8 0 -1.343 4.603 2.936 11.367 32 0.988 1.14 0 0 0 1.18 0 0 0 0 2.361 0 0 52.856 3.435 0 0 0 0 3.563 2.25 0 9.275 0 0 0 +3.978 2.9644 0 0 1 0 0 32.8 1 1 1 0 3.799 3.44 9.762 1 0.971 1.141 0 0 0 1.207 0 0 0 0 1.98 0 0 9.874 8.527 0 0 1 0 3.359 1.905 1 8.252 0 0 0 +4.17 3.3271 1 1 0 0 0 10 0 0 0 0.116 2.767 0.971 8.597 0 1.027 1.183 1 0 0 1.193 0 0 0 0 1.848 0.419 0 0 1.542 0 0 1 5 3.849 3.167 3 8.14 0 0 0 +5.382 3.4093 0 0 0 2 2 44.4 2 0 0 0 3.648 1.197 10.84 0 1.139 1.229 0 0 2 1.046 1 0 0 0 2.381 0.001 0 0 2.219 0 0 0 0 3.809 4.417 0 8.673 0 6 0 +4.796 3.4398 0 0 2 0 2 37.5 0 2 4 0 3.288 1.185 9.882 4 1.039 1.14 0 1 0 1.224 1 0 0 0 2.243 0.015 0 20.206 1.686 0 2 4 2 3.837 3.133 2 8.506 0 0 0 +4.923 3.5834 0 0 1 0 2 40 0 3 2 0 3.299 1.185 9.911 6 1.057 1.13 0 1 0 1.213 1 0 0 0 2.267 0.015 0 20.135 1.563 0 2 2 1 3.861 3.333 1 8.518 0 0 0 +4.782 3.3148 0 0 1 0 2 38.9 0 3 2 0 3.37 1.273 9.947 6 1.041 1.132 0 1 0 1.211 1 0 0 0 2.251 -0.008 0 20.331 1.951 0 2 2 0 3.834 2.985 1 8.549 0 0 0 +4.965 3.6023 0 0 2 0 3 38.9 1 3 2 0 3.375 1.16 10.099 6 1.041 1.132 0 1 0 1.218 1 0 0 0 2.305 -0.008 0 20.439 1.553 0 2 2 1 3.882 3.182 1 8.601 0 0 0 +4.856 3.0864 2 0 0 0 3 42.1 0 3 0 -1.05 3.735 1.662 10.15 2 1.061 1.115 0 0 0 1.249 1 0 1 0 2.281 -0.002 0 10.157 2.83 0 3 0 1 4.009 2.991 0 9.053 0 2 0 +5.372 2.8994 1 0 3 0 1 34.5 1 2 3 0 3.649 2.108 10.403 6 1.001 1.129 0 0 0 1.249 1 0 0 0 2.327 0.001 0 23.192 3.163 0 1 2 1 4.705 2.542 1 9.481 0 0 0 +5.516 2.7057 1 0 2 0 4 41.4 0 2 4 0 3.872 0.732 10.806 8 1.012 1.118 0 0 0 1.29 2 0 0 0 2.426 0 0 24.454 2.676 0 4 4 4 4.738 2.681 2 9.664 0 0 0 +4.862 3.0744 2 0 3 0 3 37.5 0 1 5 -0.205 3.772 1.618 10.32 3 1.025 1.132 0 0 0 1.283 1 0 1 0 2.292 0.001 0 11.247 2.902 0 3 2 1 4.051 2.599 2 9.082 0 2 0 +4.845 2.3287 2 1 6 0 4 46.2 0 0 8 0 3.89 0.625 10.367 0 1.01 1.114 1 0 0 1.32 2 0 1 0 2.285 0 0 0 3.574 0 4 6 2 3.929 2.243 2 9.172 0 2 0 +5.014 2.3207 0 0 0 0 4 56.5 0 0 0 0 3.508 0 10.384 0 0.975 1.09 0 0 0 1.355 6 0 0 0 2.469 -0.001 0 0 1.305 0 0 0 0 3.866 1.859 0 8.609 0 0 0 +5.188 2.6152 3 0 2 1 2 45 0 2 2 -1.233 3.998 1.274 10.841 6 1.082 1.116 0 0 0 1.287 3 0 0 0 2.497 0 0 23.37 2.276 0 0 3 0 4.257 3.123 1 9.436 0 3 0 +5.715 2.0229 0 0 4 1 7 43.3 0 2 6 -0.299 4.337 0.971 11.472 9 0.991 1.122 0 0 0 1.275 5 0 0 0 2.617 0 0 13.096 2.313 1 3 6 0 3.97 2.099 3 9.415 1 0 0 +5.414 2.419 1 2 11 1 7 42.5 4 1 12 0 4.094 0.917 11.157 3 1.001 1.124 0 0 0 1.303 4 0 1 1 2.489 0 0 0 2.907 0 3 10 1 4.065 2.229 3 9.38 0 1 0 +4.593 2.3348 0 0 0 0 0 29.6 2 1 2 0 3.098 1.461 9.665 0 0.981 1.149 0 0 0 1.17 1 0 0 0 2.175 0.012 0 0 2.298 0 0 3 0 3.265 1.833 1 7.58 0 0 0 +4.768 2.808 1 0 2 0 0 33.3 1 1 3 1.18 3.423 1.455 9.921 2 1.007 1.133 0 0 0 1.278 1 0 0 0 2.262 -0.008 0 10.844 1.945 0 0 3 2 3.904 2.515 2 8.644 0 0 0 +5.115 1.9359 0 0 6 0 4 53.3 0 2 6 0.355 3.962 0.548 10.947 6 1.013 1.103 0 0 0 1.3 6 0 0 0 2.529 0 0 24.736 2.583 0 2 8 2 3.945 2.417 2 9.123 0 0 0 +5.28 2.0284 1 0 3 0 4 54.5 0 3 5 -0.647 4.44 0.636 11.127 10 1.022 1.092 0 0 0 1.327 6 1 0 0 2.551 0 1 25.24 2.585 1 2 4 1 6.881 2.525 1 11.664 0 1 0 +5.054 2.3939 2 1 8 0 6 42.9 0 2 16 0 4.393 1.709 10.966 4 1.032 1.128 0 1 0 1.289 2 0 1 0 2.374 0 0 21.618 5.285 0 6 14 0 4.09 2.758 6 9.674 0 2 0 +5.003 2.6389 1 1 12 0 6 37.1 3 7 15 -1.11 4.549 1.969 11.22 8 1.03 1.137 0 1 0 1.218 2 0 1 0 2.38 0 0 56.27 4.828 0 6 15 1 3.992 2.753 5 9.692 0 1 0 +5.421 1.9985 1 0 4 0 9 52.6 0 4 3 -0.848 4.52 0.638 11.207 15 1.025 1.097 0 0 0 1.305 7 1 0 0 2.558 0 1 25.591 3.126 0 5 2 3 6.879 2.561 1 11.671 0 1 0 +5.468 2.0989 0 0 7 0 9 50 0 6 8 -1.693 4.31 0.82 11.288 18 1.04 1.108 0 1 0 1.261 7 0 0 1 2.583 0 0 48.901 2.801 0 5 6 3 4.061 2.887 2 9.531 0 0 0 +5.32 2.628 0 0 2 1 2 42.9 3 0 3 1.361 3.454 0.773 10.617 0 0.975 1.122 0 0 0 1.3 3 0 0 0 2.428 0.001 0 0 1.204 1 1 5 1 3.792 1.904 1 8.475 0 0 0 +4 2.8657 3 0 0 0 0 20 1 0 0 0 3.134 0.811 8.318 0 1.148 1.132 0 0 0 1.376 0 0 0 0 1.732 -0.636 0 0 1 0 0 0 0 4.118 3.417 0 8.732 0 3 0 +3.414 2.1303 2 0 0 0 0 25 2 0 0 0 4.047 1 7.408 0 1.014 1.116 0 0 0 1.5 0 1 0 0 1.618 -0.501 0 0 1.707 0 0 0 0 6.901 2.125 0 12.252 0 2 0 +4.303 3.0128 3 0 0 0 0 27.3 2 0 0 0 3.295 1.459 8.815 0 1.046 1.136 0 0 0 1.28 0 0 1 0 1.932 -0.226 0 0 1.745 0 0 0 0 3.819 2.778 0 8.704 0 3 0 +4.517 2.7655 0 0 1 0 1 40 1 0 2 0 3.073 1.409 9.391 0 0.976 1.129 0 0 0 1.264 1 0 0 0 2.149 -0.024 0 0 2.036 0 1 3 1 3.562 1.963 1 7.899 0 0 0 +5.461 2.7306 0 0 7 2 0 29.4 4 0 5 0 3.271 1.124 10.724 0 0.972 1.151 0 0 0 1.2 1 0 0 0 2.412 0.003 0 0 1.306 0 0 3 4 3.487 1.986 2 7.935 0 0 0 +5.018 2.6755 0 0 0 0 4 50 0 4 0 -1.992 3.746 1.125 10.568 8 1.035 1.104 0 0 0 1.254 3 0 0 0 2.396 0 0 21.451 2.158 0 0 0 2 3.919 3 0 8.915 0 0 0 +4.802 2.6956 1 0 2 0 2 43.8 0 0 4 0.682 3.385 0.664 10.012 0 1.003 1.109 0 0 0 1.351 3 0 0 0 2.364 -0.007 0 0 1.146 0 2 4 2 3.945 2.167 2 8.71 0 0 0 +5.014 2.6689 1 0 0 0 4 57.1 0 0 0 0 3.647 0 10.384 0 0.981 1.075 0 0 0 1.419 6 0 0 0 2.469 -0.001 0 0 1.305 0 0 0 0 4.345 1.885 0 9.171 0 0 0 +4.303 3.3609 1 0 0 0 0 30 0 0 2 0 2.965 0.862 9.067 0 1.016 1.133 0 0 0 1.35 1 0 0 0 2.115 0.139 0 0 0.956 0 0 1 2 4.123 2.417 2 8.563 0 0 0 +5.697 2.6497 0 0 6 1 1 41.4 1 3 6 -1.903 3.768 0.972 10.864 10 1.021 1.128 0 0 0 1.235 2 0 0 0 2.511 0 0 35.007 1.861 0 0 2 2 3.82 2.789 2 8.806 0 0 0 +5.359 4.2584 0 0 0 3 0 32 9 0 0 0 3.51 1.842 10.987 0 0.96 1.141 0 0 0 1.256 0 0 0 0 2.314 -0.001 0 0 3.775 0 0 0 0 3.423 1.724 0 8.212 0 0 0 +5 3.1241 0 0 0 1 0 25 3 0 0 0 2.388 0.722 9.657 0 0.97 1.161 0 0 0 1.176 0 0 0 0 2 0.325 0 0 0.8 0 0 3 2 3.224 2.25 1 7.03 0 0 0 +4.214 2.904 0 0 2 0 0 22.2 1 0 0 0 2.565 1.459 8.755 0 0.979 1.171 0 0 0 1.143 0 0 0 0 1.902 -0.213 0 0 2.052 0 0 2 2 3.07 2.167 2 6.918 0 0 0 +3.802 2.6771 0 0 2 0 0 20 2 0 0 0 2.715 1.95 8.394 0 0.986 1.179 0 0 0 1.083 0 0 0 0 1.848 0.131 0 0 2.885 0 0 4 5 2.937 2.357 3 6.869 0 0 0 +3.902 2.906 0 0 4 0 0 21.4 2 0 0 0 3.063 2.322 8.881 0 0.985 1.175 0 0 0 1.104 0 0 0 0 1.919 -0.024 0 0 4.086 0 0 6 6 2.995 2.2 4 7.275 0 0 0 +5.086 3.6943 0 0 0 1 0 25 3 2 0 0 2.62 0.918 9.771 3 1.005 1.156 0 0 0 1.104 0 0 0 0 2.074 -0.23 0 0 1.372 0 0 0 1 3.31 2.792 0 7.266 0 0 0 +3.802 2.7037 0 0 1 0 0 21.1 2 1 0 0 2.734 1.95 8.394 0 0.997 1.173 0 0 0 1.071 0 0 0 0 1.848 0.136 0 0 2.885 0 0 3 4 2.946 2.643 2 6.907 0 0 0 +3.973 2.8789 1 0 0 0 0 31.6 2 0 0 0 3.744 3.301 9.649 0 0.963 1.137 0 0 0 1.238 0 0 0 0 1.975 0 0 0 7.718 0 0 0 0 3.349 1.617 0 8.202 0 0 0 +4.214 4.0251 0 0 0 0 0 20 0 0 3 -0.197 2.752 1.459 8.755 0 1.041 1.199 0 0 0 1.171 0 0 0 0 1.902 -0.277 0 0 2.052 0 0 0 4 3.496 3.528 4 7.753 0 0 0 +4.5 3.9147 4 0 0 0 0 31.3 3 0 0 0 4.566 3.777 10.56 0 0.963 1.133 0 0 0 1.271 0 0 0 0 2.121 0 0 0 7.395 0 0 0 0 4.527 1.552 0 9.639 0 0 0 +5.259 4.7145 1 0 0 0 0 23.1 3 4 0 0 3.375 1.868 10.091 9 1.014 1.149 0 0 0 1.165 0 0 0 0 2.236 0.015 0 11.347 1.836 0 0 0 0 4.415 2.619 0 9.008 0 0 0 +5.236 4.6932 1 0 0 0 0 17.6 0 4 0 0 3.144 1.406 9.967 9 1.041 1.155 0 0 0 1.136 0 0 0 0 2.189 -0.09 0 10.653 1.309 0 0 0 0 4.421 3.038 0 8.962 0 0 0 +5.271 5.431 1 0 0 0 0 30 6 4 0 0 4.187 2.826 10.853 15 0.978 1.142 0 0 0 1.194 0 0 0 0 2.298 0 0 13.429 3.847 0 0 0 0 4.416 1.959 0 9.317 0 0 0 +5.262 3.6865 2 0 0 0 0 30.5 3 0 0 0 3.88 2.733 10.387 0 0.962 1.135 0 0 0 1.299 0 0 1 0 2.257 0 0 0 3.441 0 0 0 0 4.278 1.665 0 9.024 0 1 0 +4.807 3.2576 0 0 2 0 3 36.8 1 0 5 0 3.099 0.881 9.833 0 0.986 1.14 0 0 0 1.254 1 0 0 0 2.246 -0.025 0 0 1.06 0 2 4 4 3.709 2.333 2 8.111 0 0 0 +4.807 3.2147 0 0 2 0 3 40 2 0 3 0 3.087 0.881 9.833 0 0.976 1.129 0 0 0 1.288 1 0 0 0 2.246 -0.024 0 0 1.06 0 1 2 2 3.704 2.111 1 8.099 0 0 0 +4.83 2.1379 0 0 2 0 4 41.5 0 0 4 0 3.819 1.039 10.623 0 0.977 1.126 0 0 0 1.287 2 0 0 0 2.311 0 0 0 3.774 0 2 4 0 3.718 1.904 2 8.803 0 0 0 +4.882 3.2197 0 0 2 0 2 39.1 0 2 2 -0.89 3.399 1.258 10.136 4 1.008 1.13 0 0 0 1.221 1 0 0 0 2.288 0.004 0 10.557 2.011 0 1 2 1 3.733 2.667 1 8.409 0 0 0 +5.201 3.8748 0 0 2 0 3 40 0 6 3 -3.157 3.707 1.254 10.498 12 1.092 1.129 0 1 0 1.174 1 0 0 0 2.404 -0.001 0 42.199 1.609 0 1 2 2 3.94 3.756 1 8.937 0 0 0 +5.489 1.8973 0 0 0 9 16 37.8 24 12 0 -2.385 5.293 0.927 12.609 40 0.988 1.129 0 0 0 1.236 4 0 0 0 2.467 0 0 56.39 5.365 0 4 0 4 3.897 2.266 0 10.292 0 0 0 +5.375 3.6618 1 0 1 0 3 33.3 1 3 2 0 3.564 1.124 10.524 6 1.033 1.129 0 0 0 1.235 1 0 0 0 2.368 0.004 0 21.363 1.671 0 2 2 3 4.74 3.16 1 9.542 0 0 0 +5.385 3.7456 2 0 2 0 4 33.3 1 3 2 0 3.745 1.084 10.644 6 1.048 1.126 0 0 0 1.258 1 0 1 0 2.396 -0.002 0 21.468 1.693 0 3 2 3 4.742 3.207 1 9.697 0 1 0 +5.511 2.6317 1 0 0 0 4 44.4 0 4 0 0 3.884 0.732 10.806 12 1.03 1.105 0 0 0 1.275 2 0 0 0 2.42 0 0 24.186 2.731 0 4 0 2 4.737 2.917 0 9.671 0 0 0 +5.016 2.2586 0 0 0 0 0 37.5 1 3 0 -0.589 3.389 0.799 10.366 8 1.012 1.13 0 0 0 1.195 3 0 0 0 2.441 -0.002 0 22.204 1.197 3 0 0 0 3.686 2.611 0 8.289 0 0 0 +4.694 1.7937 1 0 6 0 0 32.5 0 0 6 0.902 3.673 0.5 10.219 0 0.975 1.137 0 0 0 1.228 2 0 0 0 2.236 0 0 0 3.872 0 0 4 2 3.856 1.75 2 8.614 0 0 0 +5.665 1.9758 2 0 0 0 3 51.4 0 0 0 0 4.052 0.432 10.89 0 0.976 1.085 0 0 0 1.424 3 0 1 0 2.49 0 0 0 1.839 0 3 0 0 4.433 1.99 0 9.487 0 1 0 +5.307 3.0431 10 0 0 0 12 52.2 0 1 0 0 5.701 0.719 11.156 4 1.089 1.03 0 0 0 1.583 2 1 0 0 2.485 0 1 0 3.176 0 12 0 0 6.99 2.217 0 13.877 0 10 0 +5.493 2.107 0 0 0 6 18 40 21 3 0 0 4.889 0.97 12.308 12 0.974 1.125 0 0 0 1.283 4 0 0 0 2.525 0 0 0 3.898 0 3 0 3 3.956 2 0 9.962 0 0 0 +5.511 1.5321 0 0 2 2 6 48.4 4 0 4 0 4.328 0.541 11.432 0 0.973 1.108 0 0 0 1.315 4 0 0 1 2.431 0 0 0 5.586 0 2 4 1 3.805 1.903 1 9.379 0 0 0 +5.645 2.6483 0 0 0 1 2 48.3 0 3 0 -1.283 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2.247 0 1 0 1.366 0 0 0 0 6.918 1.861 0 13.359 0 6 0 +4.821 1.7046 0 0 0 0 0 36.4 0 2 0 0 3.183 0 10.081 4 0.998 1.132 0 0 0 1.147 4 0 0 0 2.487 0.004 0 0 1.669 1 0 0 0 3.552 1.833 0 8.16 0 0 0 +5.256 2.8227 0 0 0 1 0 37.5 3 1 0 1.509 3.163 0.861 10.335 2 0.98 1.13 0 0 0 1.277 1 0 0 0 2.327 0.012 0 11.013 1.037 0 0 0 0 3.597 2.258 0 8.072 0 0 0 +5.105 2.1775 0 0 0 0 0 35.6 0 7 0 -3.756 4.024 1.009 10.889 18 1.022 1.134 0 0 0 1.153 2 0 0 0 2.381 0 0 46.833 4.315 4 0 0 2 3.644 2.935 0 8.901 0 0 0 +5.312 2.3744 1 0 0 0 2 38.5 2 4 0 0 4.151 1.773 10.862 15 0.993 1.123 0 0 0 1.258 2 0 0 0 2.351 0 0 13.18 3.749 0 2 0 0 4.432 2.179 0 9.497 0 0 0 +5.718 2.1601 3 0 3 0 3 45.7 0 0 0 0.951 4.802 1.11 11.097 0 0.977 1.09 0 0 0 1.471 3 0 0 0 2.527 0 0 0 1.942 0 0 0 0 10.349 1.943 1 14.03 0 0 0 +5.301 3.2179 3 0 0 0 1 33.3 1 4 0 -0.331 4.046 2.058 10.721 7 1.011 1.115 0 0 0 1.309 1 0 0 0 2.36 0 0 12.071 2.598 0 0 0 0 4.824 2.42 0 9.789 0 0 0 +5.446 2.5224 2 0 1 0 3 40 1 4 2 0 4.116 1.197 10.882 12 1.018 1.111 0 1 0 1.308 2 0 0 0 2.397 0 0 21.296 3.431 0 3 2 0 4.719 2.57 1 9.801 0 0 0 +4.65 2.596 0 0 0 0 2 42.3 1 1 0 0 3.361 1.758 9.82 2 0.981 1.12 0 0 0 1.276 1 0 0 0 2.224 0.004 0 10.332 2.705 0 0 0 0 3.652 2.236 0 8.227 0 0 0 +5.236 3.9253 5 0 0 0 6 46.2 0 1 0 0 3.967 0.799 10.434 2 1.123 1.09 0 0 0 1.352 1 0 1 0 2.414 0.004 0 0 0.873 0 6 0 1 4.295 3.046 0 9.557 0 5 0 +5.188 3.1467 5 0 0 1 4 40 2 1 0 0 5.069 1.781 10.7 4 1.026 1.093 0 0 0 1.461 1 1 0 0 2.35 0 1 0 3.228 0 4 0 0 6.914 2.135 0 13.183 0 5 0 +4.985 2.0546 0 0 0 0 0 38.7 0 1 0 1.982 3.408 0.569 10.158 3 0.977 1.127 0 0 0 1.236 2 0 0 0 2.327 0.001 0 11.653 2.096 1 0 0 0 3.547 1.974 0 8.148 0 0 0 +5.512 2.2581 0 0 0 1 4 40.4 4 4 0 0 4.013 1.555 10.927 4 0.998 1.124 0 0 0 1.227 2 0 0 0 2.426 0 0 0 4.054 0 2 0 2 3.787 2.301 0 8.93 0 0 0 +5.349 1.9393 0 0 0 0 7 49.2 3 1 0 0 4.332 0.541 11.225 3 0.977 1.106 0 0 0 1.312 4 0 0 0 2.5 0 0 0 2.737 0 1 0 1 3.882 1.989 0 9.367 0 0 0 +5.535 2.4918 8 0 0 1 8 41.2 4 2 0 0 5.587 1.707 11.349 6 1.017 1.097 0 0 0 1.429 2 1 0 0 2.484 0 1 0 4.711 0 6 0 0 6.912 2.073 0 13.654 0 8 0 +5.131 2.5259 0 0 0 0 3 50 0 3 0 -0.688 3.829 1.126 10.558 9 1.009 1.104 0 0 0 1.269 2 0 0 0 2.384 0 0 23.875 2.895 0 0 0 0 3.833 2.546 0 8.899 1 0 0 +5.095 1.9952 0 0 1 0 0 34.9 2 4 1 -0.437 3.866 0.737 10.802 11 1.003 1.137 0 0 0 1.207 2 0 0 0 2.383 0 0 34.836 3.664 4 0 2 2 3.58 2.633 1 8.709 0 0 0 +5.993 1.665 12 0 0 6 0 42.9 0 0 0 0.765 4.84 0.692 12.114 0 1.059 1.103 0 0 0 1.366 15 0 1 0 2.804 0 0 0 2.191 8 0 0 0 4.416 2.494 0 10.41 0 12 0 +5.775 1.9708 0 0 8 2 0 36.7 5 2 4 0.232 4.057 1.81 11.419 8 0.98 1.133 0 0 0 1.234 6 0 0 0 2.678 0 0 26.695 3.151 2 0 3 0 3.855 2.067 1 8.917 0 0 0 +5.029 2.7083 0 0 3 0 3 46.2 1 0 3 0 3.479 1.139 10.174 0 0.977 1.115 0 0 0 1.312 3 0 0 0 2.369 0.001 0 0 1.808 0 1 3 1 3.875 1.923 1 8.536 0 0 0 +5.092 2.3662 0 0 0 0 2 41.9 2 0 0 0 3.418 0.985 10.296 0 0.966 1.121 0 0 0 1.293 3 0 0 0 2.387 0.001 0 0 1.554 1 0 0 0 3.696 1.731 0 8.28 0 0 0 +5.493 2.3368 0 0 0 1 0 38.5 2 0 0 1.531 3.145 0.853 10.592 0 0.964 1.128 0 0 0 1.288 3 0 0 0 2.53 -0.006 0 0 0.818 2 0 0 0 3.662 1.708 0 8.011 0 0 0 +5.352 2.412 1 0 0 0 5 58.3 0 2 0 -0.321 3.898 0.682 10.784 8 1.021 1.084 0 0 0 1.327 6 0 1 0 2.518 0 0 24.433 1.322 0 1 0 0 4.041 2.575 0 9.177 0 1 0 +5.416 2.4805 1 0 3 0 7 51.9 0 3 3 -0.735 4.305 0.73 10.964 11 1.031 1.097 0 0 0 1.309 6 1 0 0 2.551 0 1 24.769 1.407 0 3 2 3 6.88 2.724 1 11.646 0 1 0 +5.352 2.415 0 0 0 0 5 56 0 3 0 -0.514 3.807 0.682 10.784 11 1.021 1.092 0 0 0 1.291 6 0 0 0 2.518 0 0 24.305 1.322 0 1 0 1 3.968 2.686 0 8.971 0 0 0 +5.386 2.1526 0 0 0 0 6 60 0 2 0 -0.132 3.973 0.548 10.964 8 1.002 1.083 0 0 0 1.336 10 0 0 0 2.548 0 0 25.26 1.599 0 0 0 0 4.029 2.367 0 9.184 0 0 0 +5.418 3.1295 10 0 0 0 12 54.5 0 0 0 0 5.692 0.72 11.151 0 1.078 1.022 0 0 0 1.617 2 1 0 0 2.532 0 1 0 2.359 0 10 0 0 6.991 2.159 0 13.877 0 10 0 +4.992 2.5599 2 0 2 0 6 46.2 0 0 4 0 3.896 0.75 10.568 0 1.01 1.114 0 0 0 1.323 2 0 1 0 2.368 0 0 0 2.478 0 4 4 4 3.989 2.389 2 9.228 0 2 0 +4.89 1.9828 0 0 2 0 4 46.3 1 0 2 0 3.88 1.745 10.484 0 0.974 1.113 0 0 0 1.311 2 0 0 0 2.33 0 0 0 4.222 0 0 1 0 3.779 2.033 1 8.855 0 0 0 +4.893 2.2807 0 0 0 0 4 48.4 2 0 0 0 3.603 0.648 10.32 0 0.97 1.107 0 0 0 1.334 2 0 0 0 2.312 0 0 0 2.866 0 0 0 0 3.728 1.878 0 8.623 0 0 0 +4.644 1.6696 0 0 2 0 0 31.8 1 1 4 0.135 3.937 4.12 10.222 3 0.973 1.144 0 0 0 1.175 1 0 0 0 2.306 0 0 11.381 9.52 0 0 1 1 3.532 1.819 2 8.485 0 0 0 +4.303 3.1007 1 0 0 0 0 41.7 1 0 0 0 2.938 0.862 9.067 0 0.977 1.097 0 0 0 1.439 1 0 0 0 2.115 0.125 0 0 0.956 0 0 0 0 4.069 1.917 0 8.506 0 0 0 +4.802 2.6499 2 0 1 0 2 46.7 0 0 2 0.848 3.501 0.664 10.012 0 1.001 1.078 0 0 0 1.428 3 0 0 0 2.364 -0.007 0 0 1.146 0 2 2 1 4.177 2.1 1 8.992 0 0 0 +4.802 1.7012 4 0 4 0 4 50 0 0 4 0 4.212 0 10.767 0 1.006 1.069 0 0 0 1.455 6 0 0 0 2.406 0 0 0 4.164 0 0 4 0 4.462 1.967 2 9.901 0 0 0 +5.199 2.2119 0 3 10 0 5 46.4 1 1 12 0 3.826 0.604 10.853 2 1.006 1.12 0 0 0 1.301 7 0 0 3 2.726 0 0 0 2.47 0 2 10 1 4.403 2.137 3 9.363 0 0 0 +4.414 3.1806 0 0 0 0 0 42.9 1 0 1 0 2.868 0.802 9.183 0 0.982 1.125 0 0 0 1.295 1 0 0 0 2.101 -0.077 0 0 0.975 0 0 3 0 3.579 2.095 1 7.821 0 0 0 +4.414 3.1554 0 0 0 0 0 42.9 1 0 2 0 2.868 0.802 9.183 0 0.982 1.125 0 0 0 1.298 1 0 0 0 2.101 -0.077 0 0 0.975 0 0 2 0 3.573 2.095 1 7.817 0 0 0 +4.414 3.2871 1 0 0 0 0 45.5 0 0 1 0 3.11 0.802 9.183 0 1.018 1.116 0 0 0 1.323 1 0 1 0 2.101 -0.081 0 0 0.975 0 0 2 0 3.867 2.397 1 8.386 0 1 0 +4.499 3.1749 0 0 1 0 0 50 0 0 4 0 3.059 1.125 9.311 0 1.007 1.118 0 0 0 1.315 1 0 0 0 2.136 0.047 0 0 1.481 0 0 3 0 3.653 2.646 2 8.126 0 0 0 +4.414 2.2803 0 0 0 0 0 30 0 0 1 0 2.736 0.802 9.183 0 0.97 1.149 0 0 0 1.178 1 0 0 0 2.101 -0.065 0 0 0.975 0 0 2 0 3.178 1.643 1 7.138 0 0 0 +4.861 2.9856 0 0 1 0 2 52.9 0 0 3 0 3.268 0 9.863 0 0.985 1.103 0 0 0 1.338 3 0 0 0 2.303 -0.007 0 0 1.047 0 0 3 0 3.842 2.033 1 8.4 0 0 0 +5.325 2.5675 0 0 2 1 3 40 4 1 3 1.306 3.647 1.25 10.764 2 0.982 1.127 0 0 0 1.265 3 0 0 0 2.447 0 0 0 1.996 1 2 5 1 3.826 1.964 1 8.634 0 0 0 +4.599 1.8586 2 0 4 0 0 26.7 0 2 0 0 3.676 0 10.013 0 1.007 1.139 0 0 0 1.215 2 0 0 0 2.211 -0.001 0 0 3.499 0 0 4 0 4.125 1.905 2 8.885 0 0 0 +4 2.1902 0 0 0 0 0 25 0 0 0 0 2.605 0 8.623 0 0.984 1.166 0 0 0 1.107 1 0 0 0 2 0.121 0 0 0.667 0 0 4 2 3.061 1.833 2 6.883 0 0 0 +4.93 2.6974 0 0 7 0 1 39.1 0 0 11 0 3.584 0.673 10.289 0 1.012 1.144 0 0 0 1.242 2 0 0 0 2.334 -0.001 0 0 2.214 0 0 2 4 3.835 2.405 5 8.682 0 0 0 +5.286 3.4839 0 0 6 0 0 36.4 0 3 12 -1.986 3.805 1.622 10.617 12 1.018 1.14 0 0 0 1.224 1 0 0 0 2.458 0 0 35.814 1.615 0 0 3 0 3.789 2.861 3 8.759 0 0 0 +5.022 1.587 2 2 14 0 10 44.7 4 4 22 -2.162 4.825 0.795 11.593 6 1.014 1.12 0 0 0 1.291 4 0 1 0 2.393 0 0 49.914 8.322 0 6 18 2 4.006 2.505 6 10.017 0 2 0 +5.067 1.5353 0 0 2 0 4 51.2 0 4 4 -1.375 4.252 0.584 11.145 12 1.02 1.105 0 0 0 1.286 4 0 0 0 2.419 0 0 46.841 4.947 0 2 8 0 3.833 2.623 2 9.377 0 0 0 +5.31 2.7525 2 1 6 1 4 37.5 5 3 8 -0.278 4.14 1.251 11.115 8 1.02 1.131 0 0 0 1.26 2 0 1 0 2.473 0 0 12.059 3.069 0 4 6 0 4.063 2.446 2 9.397 0 2 0 +5.302 3.576 5 0 0 0 0 31 2 3 1 0 4.172 1.928 10.762 8 1.045 1.121 0 0 0 1.316 1 0 1 0 2.377 0 0 0 2.989 0 2 2 0 4.701 2.554 1 9.944 0 3 0 +4.596 2.3621 0 0 0 0 0 30.4 2 0 1 0 2.867 0.875 9.54 0 0.969 1.148 0 0 0 1.2 1 0 0 0 2.175 0.037 0 0 1.069 0 0 4 1 3.247 1.708 1 7.325 0 0 0 +4.799 3.2436 1 0 4 0 0 28 2 0 11 0 3.579 1.604 10.026 0 1.015 1.164 0 0 0 1.211 1 0 1 0 2.283 -0.002 0 0 2.211 0 0 2 2 3.949 2.316 5 8.723 0 1 0 +4.816 3.2336 1 0 6 0 0 28.6 3 0 11 0 3.637 1.59 10.18 0 1.009 1.161 0 0 0 1.221 1 0 1 0 2.294 0.001 0 0 2.457 0 0 3 2 3.951 2.282 5 8.773 0 1 0 +5.219 2.2204 0 0 0 1 0 39.6 5 3 0 2.753 3.964 1.362 11.07 11 0.989 1.126 0 0 0 1.257 2 0 0 0 2.616 0 0 24.463 4.097 2 0 0 0 3.791 2.322 0 9.014 0 0 0 +5.065 3.2439 0 0 2 0 2 40.6 3 1 4 0.036 3.587 1.938 10.289 3 0.984 1.126 0 0 0 1.276 1 0 0 0 2.337 -0.001 0 11.766 2.563 0 1 4 0 3.728 2.233 1 8.541 0 0 0 +5.216 1.781 0 0 3 1 0 38.8 4 4 3 1.53 4.066 1.092 11.197 15 1 1.129 0 0 0 1.225 4 0 0 0 2.613 0 0 37.047 4.681 2 0 2 0 3.848 2.413 1 9.13 0 0 0 +4.992 2.5242 0 0 2 0 6 43.8 2 0 6 0 3.677 0.75 10.568 0 0.981 1.122 0 0 0 1.298 2 0 0 0 2.368 0 0 0 2.478 0 2 4 4 3.822 2.125 2 8.764 0 0 0 +4.85 2.209 3 0 6 0 5 46.4 0 1 6 -0.374 4.117 0.697 10.609 2 1.033 1.111 0 0 0 1.318 2 0 1 0 2.299 0 0 11.732 4.266 0 5 4 2 4.051 2.544 2 9.469 0 3 0 +4.593 2.9033 0 0 3 0 1 38.9 0 1 3 -0.536 3.232 1.461 9.665 1 1.01 1.136 0 0 0 1.231 1 0 0 0 2.175 0.015 0 10.28 2.298 0 1 2 3 3.601 2.683 2 8.2 0 0 0 +5.014 2.7382 0 0 0 0 4 57.1 0 1 0 0 3.556 0 10.384 4 0.993 1.089 0 0 0 1.356 6 0 0 0 2.469 -0.001 0 0 1.305 0 0 0 0 4.066 2.013 0 8.83 0 0 0 +3.932 3.2848 0 0 0 0 0 40 1 0 0 0 3.303 2.585 9.11 0 0.965 1.125 0 0 0 1.304 0 0 0 0 1.942 -0.007 0 0 4.891 0 0 0 0 3.244 1.958 0 7.937 0 0 0 +3 1.9808 2 0 0 0 0 20 1 0 0 0 2.771 0.918 6.594 0 1.083 1.144 0 0 0 1.306 0 0 0 0 1.414 0.87 0 0 1.333 0 0 0 0 3.813 3.241 0 8.225 0 2 0 +3 1.9184 2 0 0 0 0 20 1 0 0 0 3.572 0.918 6.594 0 1.064 1.123 0 0 0 1.439 0 1 0 0 1.414 0.803 0 0 1.333 0 0 0 0 6.87 2.787 0 11.578 0 2 0 +3.618 2.2995 2 0 0 0 0 27.3 2 0 0 0 4.081 1.522 7.853 0 0.999 1.122 0 0 0 1.43 0 1 0 0 1.732 0.319 0 0 2.094 0 0 0 0 6.873 2 0 12.253 0 2 0 +3.732 2.4553 2 0 0 0 0 28.6 2 0 0 0 3.09 1.585 8.16 0 1.005 1.14 0 0 0 1.258 0 0 1 0 1.802 -0.211 0 0 2.488 0 0 0 0 3.578 2.37 0 8.315 0 2 0 +3.732 2.3783 1 0 0 0 0 29.4 2 0 0 0 3.605 1.585 8.16 0 0.972 1.137 0 0 0 1.297 0 1 0 0 1.802 -0.187 1 0 2.488 0 0 0 0 6.866 1.792 0 11.564 0 1 0 +3.932 2.7496 2 0 0 0 0 31.3 2 0 0 0 4.294 2.585 9.11 0 0.974 1.133 0 0 0 1.306 0 1 0 0 1.942 -0.006 1 0 4.891 0 0 0 0 6.867 1.708 0 12.258 0 2 0 +5.303 4.0011 4 0 0 1 0 29.4 4 0 0 0 4.758 1.392 10.053 0 1.013 1.109 0 0 0 1.461 0 1 0 0 2.236 0.038 0 0 1.164 0 0 0 0 6.89 2.028 0 12.947 0 4 0 +5.646 4.7601 4 0 0 2 0 25 2 0 0 0 3.647 0.811 10.505 0 1.246 1.213 0 0 2 1.216 0 0 0 0 2.303 -0.094 0 0 1.411 0 0 0 0 4.281 4.368 0 9.233 0 6 0 +4.562 4.3417 4 0 0 0 0 33.3 0 0 0 -0.198 3.486 0.918 9.184 0 1.177 1.101 0 0 0 1.384 0 0 0 0 2 -0.257 0 0 1.521 0 0 0 0 4.265 3.296 0 9.146 0 4 0 +4.947 5.2014 6 0 0 0 0 40 0 0 0 -0.481 3.939 1.371 9.956 0 1.159 1.091 0 0 0 1.396 0 0 1 0 2.214 -0.028 0 0 2.232 0 0 0 0 4.288 3.133 0 9.591 0 6 0 +5.13 3.5144 0 0 0 1 0 30 5 1 0 0 3.061 1.761 10.106 1 0.972 1.145 0 0 0 1.2 0 0 0 0 2.175 -0.021 0 0 2.729 0 0 0 1 3.292 2.108 0 7.587 0 0 0 +5.311 3.9327 0 0 0 1 0 29 4 2 0 0 3.168 1.823 10.13 6 0.984 1.147 0 0 0 1.137 0 0 0 0 2.255 0.012 0 0 2.301 0 0 0 2 3.316 2.386 0 7.569 0 0 0 +5.236 3.8422 0 0 0 1 0 25 4 3 0 0 2.906 1.406 9.967 9 1.014 1.156 0 0 0 1.063 0 0 0 0 2.189 -0.08 0 0 1.309 0 0 0 3 3.306 3.219 0 7.385 0 0 0 +5.303 4.1328 0 0 0 1 0 23.8 4 4 0 0 3.037 1.392 10.053 12 1.029 1.159 0 0 0 1.044 0 0 0 0 2.236 0.047 0 0 1.164 0 0 0 4 3.331 3.472 0 7.491 0 0 0 +6.177 6.591 0 0 0 5 0 29.2 2 1 0 0 4.01 1.617 11.591 1 1.231 1.317 0 0 0 0.908 0 0 0 0 2.605 0 0 0 2.885 0 0 0 1 3.896 5.554 0 8.943 0 12 0 +4.362 3.2686 0 0 0 0 0 23.8 2 2 0 0 2.882 1.906 9.059 0 1.003 1.162 0 0 0 1.1 0 0 0 0 2 -0.079 0 0 2.524 0 0 2 2 3.13 2.75 1 7.228 0 0 0 +4.347 3.0603 0 0 0 0 0 31 1 2 0 -0.082 3.192 2.3 9.338 3 0.986 1.143 0 0 0 1.167 0 0 0 0 2.011 0.013 0 10.622 4.098 0 0 0 0 3.357 2.288 0 7.732 0 0 0 +4.471 3.5147 0 0 0 0 0 32.3 2 1 0 0 3.169 2.231 9.373 2 0.973 1.141 0 0 0 1.193 0 0 0 0 2.074 0.012 0 0 3.015 0 0 0 0 3.178 1.939 0 7.58 0 0 0 +4.243 1.4085 0 0 0 0 0 31.3 0 4 0 0 3.474 0 9.8 4 1.008 1.143 0 0 0 1.099 2 0 0 0 2.24 -0.001 0 0 5.475 0 0 0 0 3.347 2.048 0 8.242 0 0 0 +3.902 3.1373 2 0 0 0 0 27.3 2 2 0 0 3.437 2.322 8.881 0 1.022 1.146 0 0 0 1.168 0 0 0 0 1.919 -0.026 0 0 4.086 0 0 0 0 3.553 2.422 0 8.497 0 2 0 +3.98 2.974 2 0 0 0 0 31.3 2 0 0 0 3.955 3.459 9.814 0 0.964 1.134 0 0 0 1.254 0 0 0 0 1.981 0 0 0 8.931 0 0 0 0 4.047 1.576 0 8.864 0 0 0 +5.197 3.9762 0 0 0 1 0 30.4 3 2 0 0.168 3.027 1.436 10.091 2 0.993 1.145 0 0 0 1.177 0 0 0 0 2.194 0.044 0 10.538 2.176 0 0 0 0 3.434 2.546 0 7.817 0 0 0 +4.17 3.2655 0 0 0 0 0 25 0 1 0 0 2.488 0.971 8.597 2 1.007 1.163 0 0 0 1.161 0 0 0 0 1.848 0.397 0 9.431 1.542 0 0 0 0 3.232 3 1 7.151 0 0 0 +5.334 5.7899 0 0 0 1 0 36 4 6 0 -0.95 4.052 2.273 10.952 24 1.009 1.133 0 0 0 1.204 0 0 0 0 2.328 0 0 34.898 3.178 0 0 0 0 3.593 2.74 0 8.991 0 0 0 +4.236 2.9329 0 0 1 0 0 31.4 1 1 1 -0.155 3.64 3.128 9.766 1 0.972 1.144 0 0 0 1.192 0 0 0 0 1.991 0 0 10.523 7.244 0 0 1 2 3.309 1.981 1 8.07 0 0 0 +4.724 1.7824 0 0 0 0 0 34.9 1 3 0 -0.779 4.016 3.711 10.425 6 0.98 1.135 0 0 0 1.212 1 0 0 0 2.31 0 0 22.241 9.474 1 0 0 0 3.637 2.087 0 8.645 0 0 0 +5.332 5.554 0 0 0 1 0 36.6 1 6 0 -1.839 3.932 2.396 10.694 18 1.02 1.132 0 0 0 1.184 0 0 0 0 2.315 0 0 33.525 2.891 0 0 0 0 3.527 2.893 0 8.803 0 0 0 +5.332 5.581 0 0 0 1 0 35.9 1 7 0 -2.172 3.942 2.396 10.694 21 1.032 1.133 0 0 0 1.169 0 0 0 0 2.315 0 0 33.28 2.891 0 0 0 1 3.529 3.083 0 8.813 0 0 0 +5.145 4.4958 0 0 0 1 0 33.3 4 2 0 0.113 3.159 1.371 10.236 5 0.993 1.139 0 0 0 1.22 0 0 0 0 2.205 -0.025 0 10.837 2.499 0 0 0 0 3.578 2.608 0 8.085 0 0 0 +4.414 3.81 1 0 0 0 0 28.6 2 2 0 -0.741 3.059 1.379 9.222 1 1.037 1.145 0 0 0 1.195 0 0 1 0 2 0.149 0 9.797 2.133 0 0 0 0 3.822 3.087 0 8.259 0 1 0 +5.262 4.373 3 0 0 1 0 25 1 2 0 -1.461 3.438 0.863 10.026 0 1.174 1.135 0 0 1 1.244 0 0 0 0 2.175 0.161 0 9.625 1.435 0 0 0 1 4.263 4.036 0 9 0 3 0 +5.35 4.5704 0 0 0 2 0 29.4 6 4 0 -0.443 3.468 1.975 10.725 16 1.004 1.147 0 0 0 1.132 0 0 0 0 2.288 -0.002 0 11.395 3.488 0 0 0 2 3.56 2.798 0 8.234 0 0 0 +5.342 5.7766 4 0 0 1 0 32.3 4 8 0 -1.429 5.191 4.189 11.504 24 0.979 1.135 0 0 0 1.218 0 0 0 0 2.338 0 0 53.149 7.261 0 0 0 0 3.663 1.938 0 9.972 0 0 0 +5.291 4.2076 0 0 0 1 0 32 3 3 0 -0.561 3.262 1.686 10.308 7 1.007 1.141 0 0 0 1.185 0 0 0 0 2.244 0.014 0 21.759 2.733 0 0 0 0 3.567 2.871 0 8.163 0 0 0 +4 3.0897 1 0 0 0 0 20 0 1 0 0 2.615 0.811 8.318 0 1.005 1.138 0 0 0 1.288 0 0 0 0 1.732 -0.557 0 9.556 1 0 0 0 0 4.218 3.056 0 8.637 0 0 0 +5.103 4.6435 0 0 0 1 0 28.6 5 4 0 -0.806 3.329 1.792 10.281 5 1.014 1.149 0 0 0 1.135 0 0 0 0 2.165 -0.008 0 10.731 3.506 0 0 0 0 3.496 2.646 0 8.131 0 0 0 +4.343 4.0038 1 1 1 0 0 23.5 2 0 2 1.101 3.126 1.5 9.309 0 1.002 1.157 0 0 0 1.25 0 0 0 0 2 -0.083 0 0 2.682 0 0 4 3 3.859 2.563 3 8.427 0 0 0 +4.414 4.3883 0 1 0 0 0 9.1 0 2 0 -0.662 2.946 1.379 9.222 2 1.097 1.219 0 0 0 1.074 0 0 0 0 2 0.171 0 18.567 2.133 0 0 1 4 3.689 4.167 4 8.139 0 0 0 +4.17 3.1822 2 0 0 0 0 20 0 0 0 0.532 2.959 0.971 8.597 0 1.002 1.117 0 0 0 1.408 0 0 0 0 1.848 0.387 0 0 1.542 0 0 0 1 4.016 2.611 1 8.452 0 0 0 +5.262 4.7497 4 0 0 0 0 23.1 3 4 0 0 3.907 2.217 10.2 9 1.051 1.143 0 0 0 1.207 0 0 0 0 2.25 -0.002 0 11.647 2.369 0 0 0 0 4.416 2.831 0 9.522 0 3 0 +5.284 5.2824 3 0 0 0 0 26.3 2 6 0 -1.009 4.028 2.187 10.651 10 1.024 1.131 0 0 0 1.244 0 0 0 0 2.314 0 0 23.28 2.965 0 0 0 0 4.823 2.709 0 9.752 0 0 0 +5.192 4.4911 1 0 0 0 0 28.6 4 4 0 0 3.904 2.797 10.588 10 0.986 1.143 0 0 0 1.181 0 0 0 0 2.242 0 0 11.913 5.313 0 0 0 1 4.433 2.213 0 9.217 0 0 0 +5.646 4.4339 3 0 0 2 0 26.7 3 1 0 0 3.465 0.811 10.505 0 1.048 1.141 0 0 1 1.264 0 0 1 0 2.303 -0.08 0 0 1.411 0 0 0 1 4.26 3.104 0 8.986 0 3 0 +5.27 5.6107 1 0 0 0 0 27.7 6 3 6 2.593 3.885 2.388 10.649 6 0.993 1.145 0 0 0 1.235 0 0 0 0 2.284 0 0 0 3.036 0 0 6 0 4.075 2.185 3 9.047 0 0 0 +5.331 4.3397 1 0 0 0 0 24.3 4 3 1 0 3.511 1.95 10.236 9 0.989 1.146 0 0 0 1.225 0 0 0 0 2.292 -0.002 0 0 2.105 0 0 1 2 4.023 2.157 1 8.583 0 0 0 +5.303 4.066 2 0 0 1 0 26.3 4 2 0 0 4.229 1.392 10.053 6 1.022 1.136 0 0 0 1.25 0 1 0 0 2.236 0.043 0 0 1.164 0 0 0 2 6.874 2.75 0 12.258 0 2 0 +4.461 3.5378 0 0 0 0 0 25 3 2 0 0 2.988 1.891 9.202 0 0.998 1.159 0 0 0 1.101 0 0 0 0 2.053 0.044 0 0 2.244 0 0 3 2 3.155 2.611 1 7.315 0 0 0 +5.098 3.6085 0 0 0 1 0 27.3 4 2 0 0 2.876 1.5 9.872 0 0.993 1.151 0 0 0 1.122 0 0 0 0 2.112 -0.077 0 0 2.472 0 0 0 1 3.304 2.469 0 7.433 0 0 0 +5.384 4.1685 0 0 0 1 0 28.6 5 2 0 0 3.094 1.371 10.315 8 0.986 1.148 0 0 0 1.138 0 0 0 0 2.288 -0.023 0 0 1.985 0 0 0 2 3.426 2.542 0 7.704 0 0 0 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1.171 0 2 1 1.142 1 0 0 0 2.479 0 0 44.711 2.168 0 3 8 0 4.004 3.475 3 9.257 0 3 0 +4.732 3.3706 0 0 1 0 1 42.9 0 2 2 0 3.193 1.187 9.642 4 1.037 1.125 0 1 0 1.241 1 0 0 0 2.194 -0.027 0 20.013 1.659 0 1 2 0 3.813 3.074 1 8.405 0 0 0 +5.029 3.701 2 0 1 0 3 42.9 0 2 2 0 3.647 1.16 10.122 4 1.084 1.117 0 1 0 1.297 1 0 1 0 2.318 -0.008 0 20.473 1.572 0 3 2 0 4.106 3.202 1 9.12 0 2 0 +4.965 3.6476 2 0 1 0 3 42.9 0 2 2 0 3.647 1.16 10.099 4 1.084 1.117 0 1 0 1.295 1 0 1 0 2.305 -0.008 0 20.473 1.553 0 3 2 0 4.054 3.202 1 9.118 0 2 0 +4.675 2.4203 0 0 0 0 2 52.2 0 1 0 0 3.495 0 9.971 4 0.989 1.099 0 0 0 1.306 2 0 0 0 2.236 0.001 0 0 2.829 0 2 0 0 3.664 2.064 0 8.488 0 0 0 +4.562 3.17 0 0 1 0 2 40 0 1 2 0 3.011 0.875 9.54 2 1.005 1.13 0 0 0 1.226 1 0 0 0 2.17 0.046 0 0 1.14 0 2 2 3 3.639 2.667 1 7.986 0 0 0 +4.687 2.9071 0 0 1 0 2 38.5 2 2 2 -0.066 3.459 1.604 10.007 3 1.002 1.131 0 0 0 1.229 1 0 0 0 2.242 -0.002 0 10.681 2.731 0 2 3 1 3.666 2.423 1 8.395 0 0 0 +4.77 3.3837 0 0 1 0 2 40 0 3 2 0 3.299 1.185 9.882 6 1.057 1.13 0 1 0 1.212 1 0 0 0 2.236 0.015 0 20.072 1.74 0 2 2 1 3.834 3.333 1 8.516 0 0 0 +5.163 4.1935 0 0 3 0 4 31.6 0 7 6 0 3.817 1.225 10.607 14 1.137 1.156 0 3 0 1.167 1 0 0 0 2.411 0 0 62.168 1.526 0 4 6 1 4.018 4.042 3 9.217 0 0 0 +4.807 3.3877 2 0 0 0 3 46.2 0 1 0 0 3.462 0.881 9.833 2 1.048 1.103 0 0 0 1.321 1 0 1 0 2.246 -0.026 0 0 1.06 0 3 0 1 3.999 2.802 0 8.87 0 2 0 +5.019 3.2862 1 0 3 0 4 37.5 1 4 3 -0.627 3.891 1.886 10.548 7 1.029 1.131 0 0 0 1.23 1 0 1 0 2.366 0 0 22.352 3.188 0 4 3 1 3.96 2.728 1 9.042 0 1 0 +5.119 3.7467 4 0 0 0 5 46.2 0 1 0 0 3.825 0.832 10.265 2 1.098 1.095 0 0 0 1.344 1 0 1 0 2.365 -0.008 0 0 0.952 0 5 0 1 4.216 2.98 0 9.376 0 4 0 +5.26 2.4916 5 0 0 0 6 37.5 1 2 0 -0.416 4.387 2.929 10.814 5 1.013 1.124 0 0 0 1.281 1 0 1 0 2.438 0 0 11.973 6.971 0 6 0 0 4.295 2.389 0 9.725 0 5 0 +4.783 3.2512 1 0 0 0 2 50 0 1 0 0 3.319 1.187 9.668 2 1.022 1.1 0 0 0 1.321 1 0 1 0 2.222 -0.026 0 10.143 1.358 0 1 0 0 3.911 2.716 0 8.565 0 1 0 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1 0 0 0 2.247 0.015 0 0 1.436 0 0 2 0 3.761 2.833 2 8.437 0 0 0 +4.914 2.2884 0 0 4 0 3 40.5 2 3 6 -0.173 3.986 1.426 10.632 3 1.003 1.128 0 0 0 1.232 2 0 0 0 2.328 0 0 12.142 4.181 0 2 7 3 3.733 2.462 2 8.913 0 0 0 +4 2 0 0 0 0 0 33.3 0 0 0 0 3.22 0 9.314 0 0.961 1.138 0 0 0 1.205 1 0 0 0 2 0.003 0 0 1.244 0 0 0 0 3.009 1.5 0 7.439 0 0 0 +4.732 2.8489 3 0 0 0 1 42.9 0 0 0 0 3.549 1.187 9.642 0 1.011 1.091 0 0 0 1.421 1 0 1 0 2.194 -0.024 0 0 1.659 0 1 0 0 4.523 2.329 0 9.314 0 2 0 +4.733 1.7208 1 0 0 0 2 37.9 1 3 0 0 4.248 2.513 10.593 11 0.981 1.125 0 0 0 1.261 2 0 0 0 2.259 0 0 0 7.746 0 2 0 0 3.999 1.893 0 9.225 0 0 0 +5.272 3.2017 2 0 2 0 2 36 0 3 2 0 3.817 1.754 10.523 8 1.022 1.114 0 0 0 1.321 1 0 0 0 2.307 -0.001 0 0 2.952 0 1 1 0 4.702 2.587 1 9.602 0 0 0 +4.872 3.1623 0 0 3 0 3 36 1 2 4 -0.121 3.472 1.508 10.166 3 1.011 1.14 0 0 0 1.215 1 0 0 0 2.296 -0.002 0 10.696 2.373 0 3 5 3 3.736 2.59 2 8.47 0 0 0 +5.096 2.7457 6 0 0 0 8 52.2 0 1 0 0 5.261 0.749 10.806 4 1.049 1.058 0 0 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1.113 0 0 0 1.28 3 0 0 0 2.462 0 0 22.286 1.583 0 2 2 3 4.748 2.906 1 9.674 0 0 0 +5.35 2.9948 1 0 2 0 5 40 0 4 2 0 3.843 1.024 10.837 9 1.041 1.117 0 0 0 1.254 3 0 0 0 2.442 0 0 21.854 1.865 0 3 2 4 4.738 3.078 1 9.706 0 0 0 +5.35 2.9783 1 0 2 0 5 40 0 4 2 0 3.843 1.024 10.837 9 1.041 1.117 0 0 0 1.251 3 0 0 0 2.443 0 0 21.831 1.871 0 3 2 4 4.738 3.078 1 9.706 0 0 0 +5.161 2.5397 0 0 0 0 6 46.4 0 5 0 -0.525 3.844 0.745 10.717 13 1.038 1.112 0 0 0 1.222 2 0 0 0 2.404 0 0 12.008 2.924 0 4 0 4 3.881 3.037 0 8.952 0 0 0 +5.164 2.9809 1 0 0 0 0 26.7 0 2 0 0 3.083 0.917 9.968 4 1.018 1.133 0 0 0 1.245 1 0 0 0 2.256 -0.072 0 20.861 0.939 0 0 0 0 4.66 2.988 0 9.26 0 0 0 +4.802 1.7802 2 0 5 0 2 39.4 0 0 4 0 3.892 0 10.46 0 0.986 1.113 0 0 0 1.339 4 0 0 0 2.384 0 0 0 3.735 0 0 5 1 4.341 1.824 2 9.301 0 0 0 +4.562 2.931 0 1 0 0 0 33.3 0 2 2 -0.603 3.052 0.875 9.54 2 1.062 1.153 1 0 0 1.166 1 0 0 0 2.17 0.05 0 20.392 1.14 0 0 4 2 3.587 3.292 2 8.026 0 0 0 +5.062 4.0287 0 0 0 0 0 26.3 0 6 27 0 4.146 1.975 10.792 12 1.021 1.162 0 0 0 1.137 1 0 0 0 2.404 0 0 0 2.398 0 0 0 0 3.83 2.296 6 8.939 0 0 0 +4.807 2.7734 2 0 0 0 0 26.3 0 0 4 1.008 3.352 0.881 9.833 0 0.994 1.131 0 0 0 1.334 1 0 0 0 2.246 -0.023 0 0 1.06 0 0 0 0 4.094 2.019 2 8.76 0 0 0 +5.092 2.0631 0 0 3 0 5 51.5 0 2 4 -0.32 3.945 0.548 10.725 6 1.002 1.103 0 0 0 1.304 4 0 0 0 2.412 0 0 12.207 3.461 0 2 3 2 3.924 2.375 1 9.072 0 0 0 +5.051 1.6237 4 2 16 0 14 41.9 2 8 20 -2.695 5.032 0.964 11.786 14 1.032 1.124 0 0 0 1.265 4 0 1 0 2.399 0 0 50.918 9.592 0 12 18 2 4.016 2.595 6 10.274 0 4 0 +3.618 3.4245 0 0 0 0 0 44.4 0 1 0 0 2.593 0 8.412 0 1.011 1.116 0 0 0 1.332 1 0 0 0 2 -0.237 0 0 0.579 0 0 0 0 3.526 2.3 0 7.6 0 0 0 +5.389 2.7726 1 0 3 0 2 41.7 0 3 3 0.144 3.772 1.506 10.698 9 1.029 1.113 0 0 0 1.278 3 0 0 0 2.504 0 0 23.066 2.22 0 1 2 0 4.757 2.728 1 9.614 0 0 0 +5.318 2.6699 2 0 0 0 2 36.4 0 3 0 0 3.7 0.985 10.545 9 1.02 1.107 0 0 0 1.317 3 0 0 0 2.402 0.001 0 0 1.511 0 1 0 0 4.706 2.293 0 9.538 0 0 0 +5.306 2.2373 0 0 11 0 4 36.2 3 6 11 -1.722 4.217 1.577 11.222 9 1.031 1.14 0 0 0 1.191 6 0 0 0 2.527 0 0 23.86 3.172 0 2 10 5 3.942 2.846 4 9.248 0 0 0 +4.843 2.7944 0 0 1 0 2 34.4 0 5 1 -0.929 3.729 2.297 10.299 7 1.029 1.139 0 0 0 1.153 1 0 0 0 2.268 0 0 10.307 4.371 0 2 0 3 3.681 2.755 1 8.613 0 0 0 +3.618 2.3247 2 0 0 0 0 27.3 2 0 0 0 3.679 1.522 7.853 0 1.008 1.131 0 0 0 1.338 0 1 1 0 1.732 0.336 0 0 2.094 0 0 0 0 6.866 2.272 0 11.578 0 2 0 +3 1.7389 1 0 0 0 0 25 2 0 0 0 3.426 0.918 6.594 0 0.985 1.136 0 0 0 1.383 0 1 0 0 1.414 0.691 0 0 1.333 0 0 0 0 6.867 2.083 0 11.561 0 1 0 +5.051 3.532 0 0 2 0 0 30 2 6 2 -0.794 4.214 3.546 10.717 9 0.991 1.146 0 0 0 1.141 0 0 0 0 2.291 0 0 11.784 10.986 0 0 2 6 3.519 2.435 1 8.71 0 0 0 +4.876 2.8477 0 0 2 0 0 30 2 2 3 -0.608 3.21 1.193 10.053 4 1.02 1.154 0 0 0 1.174 1 0 0 0 2.336 0.014 0 21.357 1.586 0 0 3 2 3.631 2.9 2 8.126 0 0 0 +4.953 3.4085 0 0 2 0 2 40 1 2 3 0 3.351 1.273 9.975 4 1.015 1.129 0 1 0 1.241 1 0 0 0 2.288 -0.008 0 20.772 1.602 0 1 2 0 3.853 2.803 1 8.521 0 0 0 +5.418 3.1768 10 0 0 0 12 54.5 0 0 0 0 4.608 0.72 11.151 0 1.121 1.069 0 0 0 1.413 2 0 1 0 2.532 0 0 0 2.359 0 10 0 0 4.361 2.778 0 10.237 0 10 0 diff --git a/tools/tabpfn/test-data/output_predicted_data b/tools/tabpfn/test-data/output_predicted_data deleted file mode 100644 index 3588f1d999..0000000000 --- a/tools/tabpfn/test-data/output_predicted_data +++ /dev/null @@ -1,838 +0,0 @@ -SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_B(m) LOC SM6_L F03[C-O] Me Mi nN-N nArNO2 nCRX3 SpPosA_B(p) nCIR B01[C-Br] B03[C-Cl] N-073 SpMax_A Psi_i_1d B04[C-Br] SdO TI2_L nCrt C-026 F02[C-N] nHDon SpMax_B(m) Psi_i_A nN SM6_B(m) nArCOOR nX predicted_labels -3.919 2.6909 0 0 0 0 0 31.4 2 0 0 0.0 3.106 2.55 9.002 0 0.96 1.142 0 0 0 1.201 0 0 0 0 1.932 0.011 0 0.0 4.489 0 0 0 0 2.949 1.591 0 7.253 0 0 1 -4.17 2.1144 0 0 0 0 0 30.8 1 1 0 0.0 2.461 1.393 8.723 1 0.989 1.144 0 0 0 1.104 1 0 0 0 2.214 -0.204 0 0.0 1.542 0 0 0 0 3.315 1.967 0 7.257 0 0 1 -3.932 3.2512 0 0 0 0 0 26.7 2 4 0 0.0 3.279 2.585 9.11 0 1.009 1.152 0 0 0 1.092 0 0 0 0 1.942 -0.008 0 0.0 4.891 0 0 0 1 3.076 2.417 0 7.601 0 0 1 -3.0 2.7098 0 0 0 0 0 20.0 0 2 0 0.0 2.1 0.918 6.594 0 1.108 1.167 0 0 0 1.024 0 0 0 0 1.414 1.073 0 8.361 1.333 0 0 0 1 3.046 5.0 0 6.69 0 0 1 -4.236 3.3944 0 0 0 0 0 29.4 2 4 0 -0.271 3.449 2.753 9.528 2 1.004 1.147 0 0 0 1.137 0 0 0 0 1.985 -0.002 0 10.348 5.588 0 0 0 0 3.351 2.405 0 8.003 0 0 1 -4.236 3.4286 0 0 0 0 0 28.6 2 4 0 -0.275 3.313 2.522 9.383 1 1.014 1.149 0 0 0 1.119 0 0 0 0 1.98 -0.008 0 10.276 4.746 0 0 0 0 3.351 2.556 0 7.904 0 0 1 -5.0 5.0476 1 0 0 0 0 11.1 0 3 0 0.0 2.872 0.722 9.657 0 1.092 1.153 0 0 0 1.125 0 0 0 0 2.0 0.446 0 18.375 0.8 0 0 0 1 4.712 4.583 0 9.303 0 0 1 -4.525 3.8301 0 0 0 0 0 31.6 3 2 0 -0.039 3.418 2.468 9.786 5 0.98 1.142 0 0 0 1.179 0 0 0 0 2.119 -0.002 0 11.115 3.889 0 0 0 0 3.379 2.143 0 7.95 0 0 1 -4.596 3.0777 0 0 0 0 2 44.4 2 0 0 0.0 2.97 0.875 9.54 0 0.968 1.115 0 0 0 1.328 1 0 0 0 2.175 0.041 0 0.0 1.069 0 0 0 0 3.626 1.917 0 7.939 0 0 0 -5.04 3.6112 0 0 1 0 2 41.2 0 4 3 -1.29 3.483 1.258 10.159 8 1.069 1.127 0 1 0 1.199 1 0 0 0 2.323 0.005 0 30.959 1.711 0 1 2 1 3.888 3.5 1 8.706 0 0 0 -4.91 2.7414 0 0 0 0 2 52.9 0 2 0 -0.302 3.364 0.629 10.06 5 1.018 1.098 0 0 0 1.279 3 0 0 0 2.333 0.004 0 10.717 1.207 0 1 0 0 3.767 2.5 0 8.427 0 0 1 -3.618 2.1906 0 0 0 0 0 29.4 2 0 0 0.0 2.333 1.522 7.853 0 0.959 1.147 0 0 0 1.178 0 0 0 0 1.732 0.294 0 0.0 2.094 0 0 0 0 2.794 1.7 0 6.333 0 0 1 -4.214 2.6272 0 0 0 0 0 30.0 3 0 0 0.0 2.523 1.459 8.755 0 0.959 1.145 0 0 0 1.213 0 0 0 0 1.902 -0.181 0 0.0 2.052 0 0 0 0 2.998 1.722 0 6.77 0 0 1 -3.732 2.3391 0 0 0 0 0 30.0 2 0 0 0.0 2.511 1.585 8.16 0 0.959 1.145 0 0 0 1.196 0 0 0 0 1.802 -0.181 0 0.0 2.488 0 0 0 0 2.846 1.667 0 6.557 0 0 1 -3.879 2.5951 0 0 0 0 0 31.0 2 0 0 0.0 2.908 2.281 8.743 0 0.96 1.143 0 0 0 1.202 0 0 0 0 1.902 0.036 0 0.0 3.685 0 0 0 0 2.924 1.611 0 7.029 0 0 1 -3.942 2.7719 1 0 0 0 0 31.6 2 0 0 0.0 3.44 2.777 9.207 0 0.969 1.141 0 0 0 1.22 0 0 1 0 1.95 0.003 0 0.0 5.294 0 0 0 0 3.542 1.739 0 8.127 0 1 0 -3.966 2.852 1 0 0 0 0 32.0 2 0 0 0.0 4.075 3.146 9.522 0 0.965 1.138 0 0 0 1.243 0 1 0 0 1.97 0.0 1 0.0 6.909 0 0 0 0 6.866 1.603 0 11.578 0 1 0 -3.732 2.3761 0 0 1 0 0 26.3 2 0 1 0.0 2.532 1.585 8.16 0 0.969 1.157 0 0 0 1.152 0 0 0 0 1.802 -0.195 0 0.0 2.488 0 0 1 2 2.858 2.0 1 6.599 0 0 1 -4.0 2.6264 0 0 0 0 0 23.1 0 0 0 0.0 2.167 0.811 8.318 0 0.972 1.166 0 0 0 1.182 0 0 0 0 1.732 -0.522 0 0.0 1.0 0 0 0 0 2.991 2.0 1 6.579 0 0 1 -2.0 1.1521 0 0 0 0 0 16.7 1 1 0 0.0 1.549 0.0 4.174 0 1.016 1.173 0 0 0 0.93 0 0 0 0 1.0 -1.099 0 0.0 1.0 0 0 0 1 2.279 4.0 0 4.948 0 0 1 -3.732 2.4062 0 0 0 0 0 27.8 2 1 0 0.0 2.555 1.585 8.16 1 0.979 1.15 0 0 0 1.134 0 0 0 0 1.802 -0.205 0 0.0 2.488 0 0 0 1 2.874 2.333 0 6.649 0 0 1 -4.0 2.3699 0 0 0 0 0 30.0 1 1 0 0.0 2.273 1.0 8.482 0 0.998 1.146 0 0 0 1.09 1 0 0 0 2.17 0.34 0 0.0 1.0 0 0 0 0 3.302 2.083 0 7.174 0 0 1 -3.414 2.2525 0 0 0 0 0 20.0 2 2 0 0.0 2.243 1.0 7.408 0 1.031 1.166 0 0 0 0.98 0 0 0 0 1.618 -0.642 0 0.0 1.707 0 0 0 2 2.817 3.75 0 6.32 0 0 1 -4.17 2.8042 0 0 0 0 0 23.1 2 2 0 0.0 2.449 0.971 8.597 1 1.015 1.16 0 0 0 1.044 0 0 0 0 1.848 0.391 0 0.0 1.542 0 0 0 2 3.047 3.367 0 6.782 0 0 1 -4.303 2.9558 0 0 0 0 0 25.0 2 2 0 0.0 2.608 1.459 8.815 2 1.005 1.156 0 0 0 1.056 0 0 0 0 1.932 -0.229 0 0.0 1.745 0 0 0 2 3.083 3.056 0 6.914 0 0 1 -3.414 2.6294 0 0 0 0 0 37.5 1 1 0 0.0 2.333 1.0 7.408 1 1.012 1.13 0 0 0 1.215 0 0 0 0 1.618 -0.66 0 0.0 1.707 0 0 0 1 3.188 3.5 0 7.035 0 0 1 -4.214 3.0057 0 0 0 0 0 25.0 1 2 0 0.0 2.608 1.459 8.755 1 1.005 1.156 0 0 0 1.104 0 0 0 0 1.902 -0.236 0 0.0 2.052 0 0 0 1 3.087 2.722 0 6.989 0 0 1 -3.848 2.8521 0 0 0 0 0 27.3 2 2 0 0.0 2.858 2.0 8.584 1 0.993 1.151 0 0 0 1.117 0 0 0 0 1.879 -0.076 0 0.0 3.284 0 0 0 1 2.997 2.375 0 7.074 0 0 1 -3.414 2.3729 0 0 0 0 0 30.0 1 1 0 0.0 2.263 1.0 7.408 1 0.998 1.146 0 0 0 1.142 0 0 0 0 1.618 -0.589 0 9.174 1.707 0 0 0 0 3.038 3.125 0 6.735 0 0 1 -4.393 3.6458 0 0 0 0 0 37.0 3 1 0 2.487 3.233 2.187 9.562 1 0.978 1.131 0 0 0 1.259 0 0 0 0 2.048 0.013 0 10.02 3.684 0 0 0 0 3.39 2.303 0 8.029 0 0 1 -4.562 3.3225 0 0 0 0 0 31.3 3 1 0 0.259 2.634 0.918 9.184 2 0.984 1.143 0 0 0 1.206 0 0 0 0 2.0 -0.218 0 10.144 1.521 0 0 0 0 3.375 2.667 0 7.403 0 0 1 -4.0 2.9193 0 0 0 0 0 30.0 2 1 0 0.167 2.279 0.811 8.318 0 0.998 1.146 0 0 0 1.195 0 0 0 0 1.732 -0.596 0 9.444 1.0 0 0 0 0 3.261 3.167 0 7.097 0 0 1 -4.694 3.646 0 0 0 0 0 30.0 2 2 0 -0.671 2.917 1.406 9.425 4 0.998 1.146 0 0 0 1.14 0 0 0 0 2.101 -0.077 0 10.162 1.631 0 0 0 1 3.417 2.875 0 7.595 0 0 1 -4.236 2.9879 0 0 0 0 0 33.3 0 2 0 -0.653 3.974 3.574 10.082 2 0.972 1.138 0 0 0 1.205 0 0 0 0 1.996 0.0 0 10.389 10.108 0 0 0 1 3.329 1.987 0 8.414 0 0 1 -4.17 3.4453 0 0 0 0 0 27.3 1 2 0 -0.245 2.512 0.971 8.597 1 1.028 1.151 0 0 0 1.112 0 0 0 0 1.848 0.425 0 9.59 1.542 0 0 0 0 3.337 3.233 0 7.294 0 0 1 -4.214 3.3939 0 0 0 0 0 28.6 2 2 0 -0.211 2.662 1.459 8.755 1 1.014 1.149 0 0 0 1.138 0 0 0 0 1.902 -0.249 0 9.822 2.052 0 0 0 0 3.344 2.944 0 7.382 0 0 1 -4.214 3.7074 0 0 0 0 0 33.3 1 2 0 -0.329 2.713 1.459 8.755 1 1.025 1.139 0 0 0 1.186 0 0 0 0 1.902 -0.263 0 9.75 2.052 0 0 0 0 3.38 3.194 0 7.543 0 0 1 -4.233 3.4039 0 0 0 0 0 27.8 1 3 0 -0.262 2.938 1.906 9.011 1 1.022 1.15 0 0 0 1.119 0 0 0 0 1.95 -0.087 0 10.041 2.999 0 0 0 0 3.349 2.833 0 7.61 0 0 1 -4.334 3.6943 0 0 0 0 0 33.3 1 2 0 -0.241 2.838 1.557 8.944 3 1.013 1.139 0 0 0 1.164 0 0 0 0 1.97 0.149 0 10.118 2.195 0 0 0 0 3.39 2.952 0 7.596 0 0 1 -4.372 3.3652 0 0 0 0 0 33.3 1 2 0 -0.177 3.139 2.246 9.253 3 0.993 1.139 0 0 0 1.186 0 0 0 0 2.024 -0.025 0 10.624 3.412 0 0 0 0 3.394 2.517 0 7.788 0 0 1 -5.392 4.5881 0 0 0 1 0 30.8 6 3 0 -0.209 3.517 1.907 10.633 13 0.989 1.144 0 0 0 1.169 0 0 0 0 2.314 0.001 0 11.278 3.598 0 0 0 1 3.503 2.461 0 8.269 0 0 0 -4.446 3.6985 0 0 0 0 0 30.0 0 4 0 -0.796 3.192 1.922 9.523 6 1.036 1.146 0 0 0 1.116 0 0 0 0 2.061 -0.028 0 20.804 3.132 0 0 0 0 3.431 3.133 0 8.008 0 0 1 -4.411 3.5866 0 0 0 0 0 31.8 2 4 0 -0.328 3.699 2.948 9.956 8 0.995 1.142 0 0 0 1.164 0 0 0 0 2.08 0.0 0 22.47 6.131 0 0 0 0 3.393 2.407 0 8.325 0 0 1 -4.527 3.7942 0 0 0 0 0 32.5 4 4 0 -0.117 4.14 3.427 10.56 10 0.981 1.14 0 0 0 1.184 0 0 0 0 2.13 0.0 0 23.699 9.594 0 0 0 0 3.393 2.086 0 8.693 0 0 1 -4.347 3.1269 0 0 0 0 0 33.3 1 2 0 -0.076 3.809 3.309 9.933 3 0.975 1.138 0 0 0 1.202 0 0 0 0 2.019 0.0 0 10.914 8.395 0 0 0 0 3.358 1.96 0 8.298 0 0 1 -4.562 3.8122 0 0 0 0 0 33.3 1 2 0 -0.759 2.723 0.918 9.184 4 1.025 1.139 0 0 0 1.179 0 0 0 0 2.0 -0.258 0 9.6 1.521 0 0 0 1 3.511 3.556 0 7.676 0 0 1 -4.629 4.0061 0 0 0 0 0 33.3 1 2 0 0.086 2.847 1.379 9.312 5 1.013 1.139 0 0 0 1.189 0 0 0 0 2.053 0.149 0 10.19 1.776 0 0 0 0 3.523 2.976 0 7.747 0 0 1 -4.655 2.409 0 0 0 0 0 35.0 1 3 0 0.094 3.204 2.182 9.765 6 1.02 1.135 0 0 0 1.157 1 0 0 0 2.256 0.014 0 10.698 2.989 0 0 0 0 3.542 2.667 0 8.185 0 0 1 -4.644 3.9071 0 0 0 0 0 31.6 2 3 0 -0.104 3.082 1.837 9.467 5 1.021 1.142 0 0 0 1.149 0 0 0 0 2.084 0.049 0 10.469 2.732 0 0 0 1 3.525 3.093 0 7.886 0 0 1 -4.646 3.9619 0 0 0 0 0 34.3 2 5 0 -0.189 3.707 2.587 10.202 10 1.017 1.137 0 0 0 1.184 0 0 0 0 2.107 0.0 0 21.879 6.086 0 0 0 0 3.535 2.775 0 8.578 0 0 1 -4.468 4.1984 0 0 0 0 0 33.3 2 4 0 -1.073 3.37 2.252 9.651 6 1.025 1.139 0 0 0 1.158 0 0 0 0 2.085 -0.008 0 21.27 3.737 0 0 0 0 3.534 2.944 0 8.196 0 0 1 -4.562 3.7287 2 0 0 0 0 25.0 1 2 0 -1.21 3.184 0.918 9.184 0 1.134 1.142 0 0 0 1.19 0 0 0 0 2.0 -0.271 0 9.435 1.521 0 0 0 1 3.976 4.037 0 8.593 0 2 1 -5.206 3.3847 0 0 1 0 0 30.8 1 2 1 -0.947 3.713 2.9 10.416 0 0.979 1.145 0 0 0 1.187 0 0 0 0 2.218 0.0 0 10.57 6.77 0 0 2 0 3.47 2.167 1 8.295 0 0 1 -4.691 3.8787 0 0 0 0 0 25.0 0 4 1 -2.498 3.125 1.436 9.666 4 1.066 1.161 0 0 0 1.078 0 0 0 0 2.117 0.052 0 19.617 2.428 0 0 2 4 3.483 4.019 1 8.015 0 0 1 -4.17 3.6206 0 0 0 0 0 28.6 0 3 0 -1.426 2.612 0.971 8.597 0 1.124 1.149 0 0 0 1.095 0 0 0 0 1.848 0.481 0 17.905 1.542 0 0 0 1 3.427 4.733 0 7.521 0 0 1 -4.214 3.3376 0 0 0 0 0 33.3 0 2 1 -1.072 2.774 1.459 8.755 2 1.071 1.148 0 0 0 1.187 0 0 0 0 1.902 -0.277 0 9.377 2.052 0 0 1 1 3.423 4.111 1 7.746 0 0 1 -5.206 3.5794 0 0 1 0 0 30.6 1 3 3 -0.919 3.965 3.189 10.627 2 0.985 1.147 0 0 0 1.18 0 0 0 0 2.22 0.0 0 22.35 8.266 0 0 4 1 3.473 2.306 2 8.611 0 0 1 -4.17 2.6629 0 0 0 0 0 26.7 3 1 0 0.0 2.4 0.971 8.597 2 0.983 1.152 0 0 0 1.12 0 0 0 0 1.848 0.342 0 0.0 1.542 0 0 0 1 3.0 2.567 0 6.683 0 0 1 -5.175 3.9016 0 0 0 1 0 29.6 3 3 0 -0.239 3.227 1.859 10.165 3 1.002 1.146 0 0 0 1.146 0 0 0 0 2.175 0.014 0 10.355 3.341 0 0 0 0 3.389 2.538 0 7.979 0 0 0 -4.642 3.0034 0 0 0 0 2 42.1 1 1 0 0.0 3.093 1.187 9.631 2 0.987 1.12 0 0 0 1.256 1 0 0 0 2.2 -0.024 0 0.0 1.487 0 1 0 1 3.639 2.315 0 8.009 0 0 1 -4.607 2.9443 0 0 0 0 2 42.1 1 1 0 0.0 3.093 1.187 9.631 2 0.987 1.12 0 0 0 1.242 1 0 0 0 2.194 -0.024 0 0.0 1.544 0 1 0 1 3.635 2.315 0 8.009 0 0 1 -4.807 3.2486 0 0 0 0 3 42.1 2 1 0 0.0 3.1 0.881 9.833 3 0.987 1.12 0 0 0 1.272 1 0 0 0 2.246 -0.024 0 0.0 1.06 0 1 0 1 3.71 2.333 0 8.114 0 0 0 -4.828 3.3386 0 0 0 0 2 40.0 0 2 0 0.0 3.203 1.261 9.749 4 1.004 1.125 0 0 0 1.219 1 0 0 0 2.247 0.014 0 0.0 1.436 0 2 0 0 3.677 2.233 0 8.114 0 0 1 -4.543 2.7023 0 0 0 0 1 42.9 1 2 0 -0.242 3.309 1.705 9.722 3 1.003 1.119 0 0 0 1.241 1 0 0 0 2.166 -0.008 0 10.395 2.905 0 0 0 0 3.573 2.485 0 8.245 0 0 1 -4.521 2.7124 0 0 0 0 1 45.0 1 1 0 0.0 3.203 1.661 9.466 1 0.987 1.114 0 0 0 1.268 1 0 0 0 2.154 0.014 0 0.0 2.593 0 0 0 1 3.587 2.317 0 8.061 0 0 1 -4.607 3.1116 0 0 0 0 2 46.7 0 2 0 0.0 3.151 1.187 9.631 4 1.02 1.111 0 0 0 1.253 1 0 0 0 2.194 -0.026 0 10.036 1.544 0 1 0 1 3.662 2.926 0 8.143 0 0 1 -4.863 3.3599 0 0 0 0 3 42.1 0 3 0 0.0 3.335 1.273 9.967 6 1.027 1.12 0 0 0 1.216 1 0 0 0 2.283 -0.008 0 10.249 1.568 0 2 0 1 3.743 2.864 0 8.33 0 0 1 -4.923 3.2457 0 0 0 0 2 44.4 1 2 0 -0.863 3.239 1.185 9.911 4 1.011 1.116 0 0 0 1.248 1 0 0 0 2.267 0.014 0 10.422 1.563 0 0 0 1 3.73 2.8 0 8.28 0 0 1 -5.068 3.3983 0 0 0 0 2 41.7 0 4 0 -1.1 3.571 1.59 10.257 10 1.03 1.121 0 0 0 1.202 1 0 0 0 2.343 0.001 0 22.449 2.147 0 0 0 0 3.793 2.833 0 8.593 2 0 1 -5.074 3.092 0 0 0 0 2 38.1 4 4 0 -0.98 3.869 2.066 10.59 14 1.001 1.129 0 0 0 1.215 1 0 0 0 2.354 0.0 0 23.965 3.873 0 0 0 0 3.795 2.467 0 8.789 2 0 1 -4.914 3.2253 0 0 0 0 2 41.7 0 4 0 -0.952 3.571 1.59 10.236 10 1.03 1.121 0 0 0 1.202 1 0 0 0 2.307 0.001 0 22.204 2.465 0 0 0 0 3.764 2.833 0 8.591 2 0 1 -5.047 2.7377 0 0 0 0 3 50.0 0 5 0 -2.685 3.634 1.06 10.531 12 1.078 1.104 0 0 0 1.211 3 0 0 0 2.454 -0.001 0 32.533 1.75 0 0 0 1 3.906 3.321 0 8.796 2 0 1 -4.793 2.1244 0 0 0 0 2 50.0 0 2 0 -0.288 3.699 0.5 10.239 7 0.998 1.104 0 0 0 1.28 2 0 0 0 2.247 0.0 0 11.596 3.928 0 0 0 0 3.681 2.313 0 8.7 1 0 1 -4.77 3.1445 0 0 0 0 2 43.8 0 3 0 -0.986 3.261 1.185 9.882 6 1.04 1.117 0 0 0 1.207 1 0 0 0 2.236 0.015 0 10.231 1.74 0 1 0 2 3.712 3.2 0 8.3 0 0 1 -5.313 3.4571 1 0 0 0 2 35.3 0 4 0 0.0 3.509 1.16 10.388 8 1.061 1.118 0 0 0 1.219 1 0 0 0 2.311 -0.008 0 20.836 1.833 0 2 0 2 4.735 3.477 0 9.513 0 0 1 -4.77 2.5385 0 0 0 0 0 38.5 3 0 0 3.12 3.131 1.185 9.882 0 0.964 1.128 0 0 0 1.274 1 0 0 0 2.236 0.012 0 0.0 1.74 0 0 0 0 3.521 1.767 0 7.934 0 0 1 -4.414 2.18 0 0 0 0 0 31.6 0 1 0 0.0 2.755 0.802 9.183 2 0.98 1.142 0 0 0 1.149 1 0 0 0 2.101 -0.066 0 0.0 0.975 0 0 0 1 3.159 2.119 0 7.119 0 0 1 -4.821 2.5866 0 0 0 0 0 33.3 2 2 0 -0.135 3.232 1.455 9.928 4 0.99 1.139 0 0 0 1.189 1 0 0 0 2.249 -0.007 0 10.635 2.209 1 0 0 0 3.434 2.258 0 7.93 0 0 1 -5.331 2.1747 1 0 0 0 3 47.4 0 4 0 0.0 4.133 0.393 10.867 15 1.009 1.102 0 0 0 1.3 3 0 0 0 2.37 0.0 0 13.055 2.694 0 3 0 0 4.44 2.318 0 9.576 0 0 0 -4.607 3.0422 0 0 0 0 2 47.1 1 1 0 0.0 3.127 1.187 9.631 2 0.992 1.11 0 0 0 1.299 1 0 0 0 2.194 -0.025 0 10.118 1.544 0 0 0 0 3.651 2.481 0 8.116 0 0 1 -5.814 2.4937 0 0 0 2 0 37.0 3 1 0 0.513 3.256 0.845 10.926 4 0.978 1.131 0 0 0 1.254 3 0 0 0 2.62 0.003 0 11.573 0.811 1 0 0 0 3.756 2.091 0 8.196 0 0 1 -5.637 2.2966 0 0 0 1 0 38.5 3 0 0 1.646 3.144 0.853 10.63 0 0.964 1.128 0 0 0 1.267 3 0 0 0 2.554 -0.006 0 0.0 0.986 2 0 0 0 3.676 1.658 0 8.065 0 0 0 -5.814 2.4328 0 0 0 2 0 34.5 3 1 0 0.0 3.227 0.845 10.926 4 0.975 1.136 0 0 0 1.223 3 0 0 0 2.62 0.003 0 0.0 0.811 1 0 0 1 3.693 1.97 0 8.05 0 0 1 -4.732 2.9426 0 0 0 0 0 40.0 0 2 0 0.417 2.767 0.959 9.464 1 1.042 1.125 0 0 0 1.208 1 0 0 0 2.236 0.145 0 9.827 1.138 0 0 0 0 3.603 3.056 0 7.829 0 0 1 -4.923 2.7291 0 0 0 0 2 50.0 0 2 0 -0.199 3.266 0.664 10.037 5 1.019 1.104 0 0 0 1.266 3 0 0 0 2.376 -0.008 0 10.843 1.057 0 0 0 0 3.783 2.5 0 8.33 1 0 1 -4.414 3.2274 0 0 0 0 0 45.5 0 2 0 0.0 2.935 1.203 9.209 1 1.038 1.114 0 0 0 1.296 1 0 0 0 2.152 -0.085 0 9.774 1.496 0 0 0 0 3.67 2.881 0 8.002 0 0 1 -4.414 2.3717 0 0 0 0 0 29.4 1 2 0 0.0 2.789 1.203 9.209 1 1.004 1.147 0 0 0 1.141 1 0 0 0 2.152 -0.074 0 0.0 1.496 0 0 0 1 3.238 2.405 0 7.243 0 0 1 -4.982 2.8025 0 0 2 0 2 50.0 0 2 2 -0.601 3.38 0.762 10.226 6 1.033 1.109 0 0 0 1.261 3 0 0 0 2.424 0.004 0 21.888 1.027 0 0 2 1 3.853 2.833 1 8.508 0 0 1 -4.651 2.7156 0 0 0 0 0 31.3 0 1 0 0.292 2.826 0.917 9.502 3 0.998 1.148 0 0 0 1.19 1 0 0 0 2.214 -0.074 0 10.5 0.918 0 0 2 0 3.482 2.452 1 7.624 0 0 1 -4.802 3.0226 0 0 1 0 2 50.0 0 0 2 0.0 3.174 0.0 9.805 0 0.985 1.109 0 0 0 1.359 3 0 0 1 2.323 0.013 0 0.0 0.95 0 0 3 1 3.868 1.981 1 8.357 0 0 0 -5.164 3.2947 1 0 0 0 0 23.1 0 3 0 0.0 3.108 0.917 9.968 4 1.055 1.138 0 0 0 1.188 1 0 0 0 2.256 -0.081 0 20.417 0.939 0 0 0 0 4.681 3.274 0 9.289 0 0 1 -4.826 2.731 0 0 6 0 0 25.0 3 3 9 0.0 3.525 1.654 10.121 0 1.007 1.163 0 0 0 1.12 1 0 0 0 2.303 -0.001 0 0.0 1.916 0 0 3 3 3.396 2.5 3 8.023 0 0 0 -4.829 2.9046 1 0 1 0 2 39.3 2 3 2 -0.664 3.786 1.875 10.281 6 1.025 1.127 0 0 0 1.227 1 0 0 0 2.284 0.0 0 22.271 3.31 0 1 3 1 3.74 2.736 1 8.888 1 1 1 -5.439 2.3629 2 0 2 0 0 23.5 0 11 7 -0.945 4.381 1.871 11.509 12 1.055 1.155 0 0 0 1.154 2 0 0 0 2.466 0.0 0 35.388 5.533 0 0 4 5 4.61 3.182 4 9.993 0 0 0 -4.739 2.6454 0 0 2 0 1 39.1 0 2 1 -0.959 3.394 1.695 9.972 2 1.008 1.13 0 0 0 1.218 1 0 0 0 2.212 0.004 0 10.379 2.815 0 0 2 3 3.585 2.764 1 8.319 0 0 1 -4.659 3.7176 2 0 0 0 0 23.1 0 4 0 -2.138 3.714 2.128 10.094 4 1.042 1.144 0 0 0 1.174 0 0 0 0 2.125 -0.002 0 20.538 4.56 0 0 4 6 4.061 3.333 2 8.992 0 0 0 -3.975 2.8897 0 0 0 0 0 32.3 2 0 0 0.0 3.699 3.322 9.707 0 0.961 1.141 0 0 0 1.209 0 0 0 0 1.978 0.0 0 0.0 8.122 0 0 0 0 2.994 1.55 0 7.896 0 0 1 -4.17 2.607 0 0 0 0 0 25.0 3 0 2 0.0 2.373 0.971 8.597 0 0.97 1.161 0 0 0 1.133 0 0 0 0 1.848 0.322 0 0.0 1.542 0 0 1 2 2.983 2.167 1 6.635 0 0 1 -3.0 1.8227 0 0 0 0 0 20.0 0 0 0 0.0 1.883 0.918 6.594 0 0.975 1.174 0 0 0 1.126 0 0 0 0 1.414 0.764 0 0.0 1.333 0 0 0 1 2.642 2.167 1 5.834 0 0 1 -3.618 2.3911 0 0 0 0 0 25.0 2 0 0 0.0 2.359 1.522 7.853 0 0.97 1.161 0 0 0 1.129 0 0 0 0 1.732 0.33 0 0.0 2.094 0 0 2 1 2.848 1.9 1 6.432 0 0 1 -3.0 1.8205 0 0 0 0 0 22.2 2 1 0 0.0 1.926 0.918 6.594 0 0.998 1.162 0 0 0 1.06 0 0 0 0 1.414 0.826 0 0.0 1.333 0 0 0 1 2.651 3.167 0 5.86 0 0 1 -4.0 2.5101 0 0 0 0 0 25.0 2 1 0 0.0 2.199 0.811 8.318 0 0.988 1.156 0 0 0 1.118 0 0 0 0 1.732 -0.552 0 0.0 1.0 0 0 0 1 2.97 2.833 0 6.539 0 0 1 -4.444 3.1402 0 0 0 0 0 29.6 3 1 0 0.0 2.946 1.891 9.202 2 0.973 1.146 0 0 0 1.16 0 0 0 0 2.042 0.038 0 0.0 2.602 0 0 0 1 3.096 2.093 0 7.197 0 0 1 -3.879 2.6274 0 0 0 0 0 29.6 2 1 0 0.0 2.938 2.281 8.743 1 0.973 1.146 0 0 0 1.161 0 0 0 0 1.902 0.039 0 0.0 3.685 0 0 0 1 2.936 2.056 0 7.087 0 0 1 -3.95 2.7989 0 0 0 0 0 31.0 2 1 0 0.0 3.364 2.807 9.296 1 0.969 1.143 0 0 0 1.18 0 0 0 0 1.956 -0.002 0 0.0 5.698 0 0 0 1 2.976 1.857 0 7.552 0 0 1 -5.391 3.7046 1 0 0 0 0 26.7 8 4 0 0.0 3.838 1.735 10.648 12 0.979 1.139 0 0 0 1.532 0 0 0 0 2.358 0.0 0 0.0 1.69 0 0 0 0 5.127 2.108 0 9.921 0 0 0 -3.732 2.477 0 0 0 0 0 25.0 2 2 0 0.0 2.597 1.585 8.16 2 1.005 1.156 0 0 0 1.069 0 0 0 0 1.802 -0.229 0 0.0 2.488 0 0 0 2 2.897 3.0 0 6.732 0 0 1 -3.973 3.0163 0 0 0 0 0 32.7 2 1 0 0.0 3.68 3.301 9.649 1 0.968 1.14 0 0 0 1.202 0 0 0 0 1.975 0.0 0 0.0 7.718 0 0 0 1 3.129 1.816 0 7.984 0 0 1 -3.414 2.4719 0 0 0 0 0 30.0 1 1 0 0.0 2.263 1.0 7.408 1 0.998 1.146 0 0 0 1.141 0 0 0 0 1.618 -0.611 0 0.0 1.707 0 0 0 1 2.974 3.125 0 6.631 0 0 1 -3.414 2.1848 0 0 0 0 0 18.2 2 1 0 0.0 2.211 1.0 7.408 0 1.007 1.178 0 0 0 0.999 0 0 0 0 1.618 -0.603 0 0.0 1.707 0 0 1 3 2.79 3.25 1 6.251 0 0 1 -4.334 3.1387 0 0 0 0 0 26.3 2 2 0 0.0 2.746 1.557 8.944 2 0.998 1.153 0 0 0 1.099 0 0 0 0 1.97 0.135 0 0.0 2.195 0 0 0 1 3.114 2.548 0 7.098 0 0 1 -3.0 2.311 0 0 0 0 0 28.6 1 1 0 0.0 2.03 0.918 6.594 0 1.014 1.149 0 0 0 1.177 0 0 0 0 1.414 0.903 0 8.806 1.333 0 0 0 0 2.991 3.667 0 6.578 0 0 1 -4.17 2.8963 0 0 0 0 0 30.8 2 1 0 0.0 2.466 0.971 8.597 2 0.989 1.144 0 0 0 1.196 0 0 0 0 1.848 0.363 0 9.505 1.542 0 0 0 0 3.18 2.867 0 7.056 0 0 1 -4.414 3.1682 0 0 0 0 0 31.6 3 1 0 0.287 2.768 1.379 9.222 1 0.98 1.142 0 0 0 1.224 0 0 0 0 2.0 0.126 0 10.254 2.133 0 0 0 0 3.325 2.5 0 7.473 0 0 1 -4.414 3.4137 0 0 0 0 0 33.3 2 2 0 -0.125 2.847 1.379 9.222 2 1.013 1.139 0 0 0 1.209 0 0 0 0 2.0 0.144 0 20.067 2.133 0 0 0 0 3.426 3.262 0 7.758 0 0 1 -4.236 3.1869 0 0 0 0 0 34.6 1 2 0 -0.671 3.78 3.284 9.867 2 0.977 1.136 0 0 0 1.212 0 0 0 0 1.993 0.0 0 10.319 8.066 0 0 0 1 3.33 2.133 0 8.337 0 0 1 -4.523 4.0241 0 0 0 0 0 31.6 2 3 0 -0.913 3.082 1.837 9.454 6 1.021 1.142 0 0 0 1.121 0 0 0 0 2.074 0.048 0 20.676 2.57 0 0 0 0 3.494 3.093 0 7.912 0 0 1 -4.475 3.5408 0 0 0 0 0 32.4 2 4 0 -0.855 4.103 3.664 10.32 6 0.982 1.14 0 0 0 1.181 0 0 0 0 2.105 0.0 0 23.157 9.847 0 0 0 0 3.474 2.083 0 8.622 0 0 1 -4.836 5.6969 0 0 0 0 0 32.5 6 6 0 -0.851 4.293 2.929 10.906 17 0.989 1.14 0 0 0 1.178 0 0 0 0 2.262 0.0 0 37.824 4.685 0 0 0 0 3.526 2.268 0 8.951 0 0 1 -4.476 3.7418 0 0 0 0 0 30.0 3 2 0 -0.195 2.917 1.5 9.345 2 0.998 1.146 0 0 0 1.153 0 0 0 0 2.042 -0.079 0 10.191 2.34 0 0 0 0 3.389 2.625 0 7.628 0 0 1 -4.235 3.3919 0 0 0 0 0 28.6 2 3 0 -0.255 3.039 1.975 9.118 1 1.014 1.149 0 0 0 1.124 0 0 0 0 1.962 0.048 0 10.129 3.449 0 0 0 0 3.35 2.685 0 7.677 0 0 1 -4.38 3.3996 0 0 0 0 0 30.8 1 4 0 -1.068 3.345 2.252 9.625 5 1.019 1.144 0 0 0 1.138 0 0 0 0 2.044 -0.008 0 20.772 4.178 0 0 0 1 3.379 3.028 0 8.09 0 0 1 -4.412 3.4435 0 0 0 0 0 33.9 2 4 0 -0.268 4.587 4.437 10.757 8 0.974 1.137 0 0 0 1.208 0 0 0 0 2.086 0.0 0 23.892 17.114 0 0 0 0 3.395 1.899 0 9.075 0 0 1 -4.243 3.0402 0 0 0 0 0 31.3 0 4 0 -1.48 3.477 2.522 9.716 4 1.008 1.143 0 0 0 1.139 0 0 0 0 2.0 -0.002 0 20.288 5.475 0 0 0 2 3.337 2.952 0 8.169 0 0 1 -4.237 3.0152 0 0 0 0 0 31.8 0 4 0 -1.396 3.699 2.948 9.917 4 0.995 1.142 0 0 0 1.158 0 0 0 0 2.0 0.0 0 20.53 7.174 0 0 0 2 3.335 2.63 0 8.317 0 0 1 -4.412 3.7308 0 0 0 0 0 30.6 2 8 0 -0.554 4.201 3.774 10.379 8 1.002 1.144 0 0 0 1.146 0 0 0 0 2.085 0.0 0 23.21 10.723 0 0 0 0 3.397 2.311 0 8.752 0 0 1 -4.544 3.9936 0 0 0 0 0 30.4 2 4 0 -1.072 3.272 2.187 9.59 6 1.027 1.145 0 0 0 1.142 0 0 0 0 2.101 0.015 0 21.21 3.207 0 0 0 0 3.486 2.985 0 8.051 0 0 1 -4.399 3.455 1 0 0 0 0 32.3 2 4 0 -0.228 4.363 4.044 10.513 8 0.979 1.138 0 0 0 1.202 0 0 0 0 2.08 0.0 0 23.602 12.745 0 0 0 0 3.645 1.976 0 9.017 0 0 1 -4.706 4.2802 0 0 0 0 0 30.0 2 4 0 -1.853 3.192 1.922 9.565 2 1.036 1.146 0 0 0 1.13 0 0 0 0 2.127 -0.028 0 20.872 2.691 0 0 0 0 3.586 3.133 0 8.016 0 0 1 -4.67 4.0218 0 0 0 0 0 33.3 3 2 0 0.218 3.447 2.21 9.961 7 0.983 1.139 0 0 0 1.203 0 0 0 0 2.147 -0.002 0 11.115 3.769 0 0 0 0 3.53 2.262 0 8.143 0 0 1 -4.644 3.7043 0 0 0 0 0 33.3 2 2 0 0.185 3.146 1.922 9.536 6 0.993 1.139 0 0 0 1.197 0 0 0 0 2.089 -0.025 0 10.696 3.237 0 0 0 0 3.525 2.533 0 7.913 0 0 1 -4.644 3.122 0 0 0 0 0 33.3 2 2 0 0.238 3.939 3.418 10.195 6 0.973 1.138 0 0 0 1.21 0 0 0 0 2.094 0.0 0 11.181 9.52 0 0 0 0 3.525 1.931 0 8.459 0 0 1 -4.343 3.9399 0 0 0 0 0 33.3 0 4 0 -2.514 3.047 1.5 9.309 4 1.09 1.139 0 0 0 1.108 0 0 0 0 2.0 -0.097 0 19.107 2.682 0 0 0 2 3.519 4.167 0 8.016 0 0 1 -4.17 3.2723 0 0 0 0 0 22.2 1 3 0 -1.19 2.555 0.971 8.597 0 1.083 1.162 0 0 0 1.018 0 0 0 0 1.848 0.46 0 9.118 1.542 0 0 0 2 3.333 4.433 0 7.299 0 0 1 -4.588 4.0275 0 0 0 0 0 32.0 3 3 0 -0.579 3.256 1.859 9.768 5 1.007 1.141 0 0 0 1.174 0 0 0 0 2.12 0.014 0 21.203 3.114 0 0 0 0 3.48 2.833 0 8.066 0 0 1 -4.17 3.3821 0 0 0 0 0 40.0 1 0 2 0.56 2.559 0.971 8.597 0 0.987 1.133 0 0 0 1.332 0 0 0 0 1.848 0.401 0 0.0 1.542 0 0 1 0 3.452 3.033 1 7.564 0 0 1 -5.098 3.8431 1 0 0 0 0 17.6 0 3 0 0.0 3.176 1.5 9.872 3 1.041 1.159 0 0 0 1.131 0 0 0 0 2.112 -0.085 0 19.811 2.472 0 0 1 2 4.692 3.552 1 9.315 0 0 1 -4.214 3.5181 1 0 0 0 0 27.3 1 2 0 -0.738 2.953 1.459 8.755 1 1.057 1.146 0 0 0 1.174 0 0 1 0 1.902 -0.263 0 9.587 2.052 0 0 0 0 3.815 3.296 0 8.172 0 1 1 -5.098 3.1338 1 0 0 0 0 27.3 1 4 0 0.0 3.72 2.911 10.229 4 0.992 1.145 0 0 0 1.168 0 0 0 0 2.121 0.0 0 10.364 6.651 0 0 0 2 4.45 2.459 0 9.153 0 0 1 -4.372 3.4629 0 0 0 0 0 38.5 2 0 0 2.495 3.129 1.922 9.494 0 0.964 1.128 0 0 0 1.288 0 0 0 0 2.031 -0.023 0 0.0 3.412 0 0 0 0 3.363 2.033 0 7.909 0 0 1 -4.17 2.2197 0 0 0 0 0 27.3 1 2 0 0.0 2.507 1.393 8.723 1 1.028 1.151 0 0 0 1.018 1 0 0 0 2.214 -0.228 0 0.0 1.542 0 0 0 1 3.325 2.767 0 7.303 0 0 1 -3.802 2.8425 0 0 0 0 0 31.6 2 1 0 0.0 2.746 1.95 8.394 1 0.98 1.142 0 0 0 1.169 0 0 0 0 1.848 0.129 0 0.0 2.885 0 0 0 1 3.104 2.357 0 7.119 0 0 1 -4.235 3.0785 0 0 0 0 0 28.0 2 2 0 0.0 2.975 1.975 9.118 2 0.989 1.15 0 0 0 1.137 0 0 0 0 1.962 0.043 0 0.0 3.449 0 0 0 1 3.112 2.315 0 7.316 0 0 1 -4.752 3.995 0 0 0 0 0 31.0 4 6 0 -0.307 3.987 3.022 10.465 10 1.0 1.143 0 0 0 1.149 0 0 0 0 2.161 0.0 0 23.23 8.486 0 0 0 0 3.451 2.375 0 8.618 0 0 1 -4.618 4.7233 0 0 0 0 0 33.3 2 4 0 -1.035 3.305 1.79 9.768 6 1.035 1.139 0 0 0 1.163 0 0 0 0 2.136 0.016 0 20.666 2.612 0 0 0 0 3.493 3.152 0 8.202 0 0 1 -4.562 4.1592 1 0 0 0 0 10.0 0 2 0 -0.713 2.978 0.918 9.184 0 1.082 1.175 0 0 0 1.152 0 0 0 0 2.0 -0.274 0 9.461 1.521 0 0 0 4 4.307 4.148 2 8.83 0 0 1 -4.77 2.8938 0 0 0 0 2 41.7 3 0 0 0.0 3.164 1.185 9.882 0 0.966 1.121 0 0 0 1.299 1 0 0 0 2.236 0.012 0 0.0 1.74 0 0 0 0 3.646 1.867 0 8.083 0 0 0 -4.517 2.6422 0 0 2 0 1 40.0 1 0 1 0.0 3.073 1.409 9.391 0 0.976 1.129 0 0 0 1.266 1 0 0 0 2.149 -0.024 0 0.0 2.036 0 0 1 2 3.553 2.074 1 7.884 0 0 0 -4.414 3.135 0 0 0 0 1 46.2 0 1 0 0.0 2.884 0.802 9.183 2 0.998 1.112 0 0 0 1.264 1 0 0 0 2.101 -0.08 0 0.0 0.975 0 1 0 1 3.566 2.524 0 7.811 0 0 1 -4.732 3.3319 0 0 0 0 2 42.9 0 2 0 0.0 3.025 0.875 9.579 4 1.022 1.119 0 0 0 1.219 1 0 0 0 2.194 0.047 0 0.0 0.854 0 2 0 2 3.67 2.917 0 8.008 0 0 1 -4.607 3.1517 0 0 0 0 2 41.2 0 2 0 0.0 3.118 1.187 9.631 4 1.011 1.122 0 0 0 1.214 1 0 0 0 2.194 -0.026 0 0.0 1.544 0 2 0 1 3.649 2.537 0 8.058 0 0 1 -4.898 3.1976 0 0 0 0 3 40.7 0 2 0 0.0 3.451 1.546 10.067 4 0.994 1.123 0 0 0 1.248 1 0 0 0 2.305 -0.002 0 0.0 2.0 0 2 0 0 3.729 2.192 0 8.364 0 0 0 -4.97 3.567 3 0 0 0 4 46.2 0 1 0 0.0 3.66 0.861 10.06 2 1.073 1.099 0 0 0 1.334 1 0 1 0 2.307 0.015 0 0.0 0.962 0 4 0 1 4.106 2.9 0 9.154 0 3 0 -4.782 2.9304 0 0 0 0 2 43.5 2 1 0 0.0 3.294 1.273 9.947 2 0.984 1.117 0 0 0 1.28 1 0 0 0 2.251 -0.007 0 10.288 1.951 0 0 0 0 3.671 2.333 0 8.238 0 0 1 -4.869 3.2685 0 0 0 0 3 40.9 1 3 0 0.0 3.404 1.528 10.009 6 1.018 1.123 0 0 0 1.22 1 0 0 0 2.29 0.004 0 10.337 1.945 0 2 0 1 3.743 2.75 0 8.362 0 0 1 -5.156 2.4524 0 0 0 0 4 55.6 0 6 0 -3.296 3.788 0.75 10.813 16 1.103 1.093 0 0 0 1.225 6 0 0 0 2.532 0.0 0 44.736 1.508 0 0 0 0 3.986 3.271 0 9.007 4 0 1 -5.072 3.2754 0 0 0 0 2 40.0 2 4 0 -1.016 3.678 1.875 10.32 10 1.016 1.125 0 0 0 1.21 1 0 0 0 2.349 0.0 0 23.088 2.707 0 0 0 0 3.793 2.667 0 8.642 2 0 1 -5.074 2.2282 0 0 0 0 3 44.2 1 4 0 -1.025 4.037 1.563 10.658 13 1.003 1.116 0 0 0 1.243 2 0 0 0 2.355 0.0 0 24.332 4.684 0 0 0 0 3.798 2.406 0 9.005 2 0 1 -5.072 3.1939 0 0 0 0 2 43.8 0 4 0 -1.165 3.808 2.123 10.379 12 1.015 1.117 0 0 0 1.235 1 0 0 0 2.351 0.0 0 23.409 3.342 0 0 0 0 3.795 2.704 0 8.776 2 0 1 -4.876 3.0864 0 0 0 0 2 41.7 0 4 0 -0.858 3.571 1.59 10.236 10 1.03 1.121 0 0 0 1.203 1 0 0 0 2.297 0.001 0 22.051 2.573 0 0 0 0 3.755 2.833 0 8.591 2 0 1 -4.842 2.9844 0 0 0 0 2 41.7 2 2 0 -0.87 3.39 1.258 10.136 4 0.998 1.121 0 0 0 1.238 1 0 0 0 2.278 0.004 0 10.482 2.113 0 0 0 1 3.718 2.611 0 8.382 0 0 1 -4.982 2.8539 0 0 0 0 2 53.3 0 3 0 -1.101 3.39 0.762 10.226 8 1.05 1.097 0 0 0 1.249 3 0 0 0 2.424 0.004 0 21.666 1.027 0 0 0 0 3.866 2.924 0 8.527 2 0 1 -4.828 2.2467 0 0 0 0 2 50.0 0 4 0 -1.417 3.838 0.584 10.424 10 1.026 1.104 0 0 0 1.248 2 0 0 0 2.265 0.0 0 22.962 4.401 0 0 0 0 3.715 2.648 0 8.88 0 0 1 -5.12 3.2785 0 0 0 0 3 36.8 3 6 0 -1.775 4.156 2.419 10.778 18 1.004 1.131 0 0 0 1.195 1 0 0 0 2.4 0.0 0 36.905 3.368 0 0 0 0 3.852 2.481 0 9.032 3 0 1 -4.732 3.0836 0 0 0 0 1 46.7 0 2 0 -0.879 3.151 1.187 9.642 4 1.02 1.111 0 0 0 1.235 1 0 0 0 2.194 -0.026 0 10.201 1.659 0 0 0 1 3.663 2.926 0 8.161 0 0 1 -4.77 3.1187 0 0 1 0 2 41.2 0 2 2 -0.931 3.249 1.185 9.882 4 1.024 1.127 0 0 0 1.219 1 0 0 0 2.236 0.015 0 10.271 1.74 0 1 2 3 3.707 3.0 1 8.288 0 0 1 -4.951 2.7402 0 0 0 0 2 38.7 2 3 0 -0.464 3.59 2.071 10.241 9 1.002 1.127 0 0 0 1.223 1 0 0 0 2.29 -0.001 0 11.465 3.744 0 1 0 1 3.743 2.522 0 8.502 1 0 1 -4.923 3.3133 0 0 0 0 2 43.8 0 3 0 -1.113 3.261 1.185 9.911 7 1.04 1.117 0 0 0 1.207 1 0 0 0 2.267 0.015 0 10.262 1.563 0 1 0 2 3.741 3.2 0 8.303 0 0 1 -4.972 3.3935 0 0 0 0 2 42.9 1 4 0 -1.648 3.513 1.508 10.173 8 1.04 1.119 0 0 0 1.211 1 0 0 0 2.307 -0.002 0 21.185 2.228 0 1 0 1 3.761 3.09 0 8.567 0 0 1 -4.845 2.7876 0 0 0 0 2 40.0 1 4 0 -0.746 3.678 2.125 10.281 8 1.016 1.125 0 0 0 1.217 1 0 0 0 2.282 0.0 0 22.67 3.549 0 1 0 0 3.718 2.667 0 8.635 0 0 1 -5.31 3.4619 1 0 0 0 1 37.5 0 3 0 0.0 3.425 1.185 10.25 6 1.044 1.112 0 0 0 1.246 1 0 0 0 2.288 0.015 0 20.777 1.726 0 1 0 1 4.734 3.258 0 9.474 0 0 1 -4.414 2.2808 0 0 0 0 0 35.3 0 1 0 0.464 2.801 0.802 9.183 2 0.985 1.134 0 0 0 1.197 1 0 0 0 2.101 -0.069 0 10.463 0.975 0 0 0 0 3.344 2.31 0 7.446 0 0 1 -4.963 2.736 0 0 0 0 3 52.4 0 2 0 -0.884 3.532 0.985 10.277 4 1.009 1.099 0 0 0 1.296 3 0 0 0 2.359 0.001 0 10.645 1.762 0 0 0 1 3.881 2.59 0 8.68 0 0 0 -4.877 2.6955 0 0 0 0 3 47.1 0 3 0 0.0 3.359 0.943 10.07 6 1.037 1.11 0 0 0 1.243 3 0 0 0 2.36 0.004 0 10.31 1.496 0 2 0 0 3.775 2.591 0 8.386 0 0 1 -4.414 2.8449 0 0 0 0 0 41.7 0 1 1 0.041 2.898 0.802 9.183 2 1.016 1.128 0 0 0 1.254 1 0 0 0 2.101 -0.082 0 10.249 0.975 0 0 2 1 3.535 2.738 1 7.809 0 0 1 -4.963 2.8471 0 0 1 0 2 50.0 0 2 3 -0.995 3.539 0.985 10.277 2 1.02 1.108 0 0 0 1.277 3 0 0 0 2.359 0.001 0 10.582 1.762 0 0 4 1 3.899 2.667 1 8.702 0 0 0 -4.789 2.8739 0 0 0 0 0 30.8 3 4 0 -0.318 3.354 1.425 10.091 6 1.019 1.144 0 0 0 1.149 1 0 0 0 2.274 0.004 0 10.582 2.257 0 0 0 0 3.477 2.556 0 8.121 0 0 1 -4.362 2.3925 0 0 0 0 0 31.6 0 1 2 0.225 2.93 0.75 9.272 2 0.992 1.147 0 0 0 1.177 1 0 0 0 2.091 0.041 0 10.572 1.017 0 0 2 1 3.355 2.333 1 7.556 0 0 1 -4.983 4.2631 0 0 0 0 0 23.1 2 6 0 0.0 3.342 1.792 10.074 8 1.044 1.16 0 0 0 1.011 0 0 0 0 2.247 -0.008 0 0.0 2.666 0 0 0 6 3.397 3.694 0 7.88 0 0 1 -4.977 1.8975 0 0 0 0 0 31.6 1 6 0 -0.336 4.19 3.866 10.735 9 0.991 1.142 0 0 0 1.157 1 0 0 0 2.361 0.0 0 11.756 10.593 0 0 0 3 3.497 2.267 0 8.727 0 0 1 -5.164 3.0492 0 0 1 0 0 26.7 2 6 1 -0.462 3.592 1.437 10.493 9 1.042 1.155 0 0 0 1.083 1 0 0 0 2.402 -0.001 0 10.741 2.081 0 0 3 5 3.551 3.256 1 8.338 0 0 1 -3.732 2.4945 0 0 0 0 0 22.2 1 0 2 0.0 2.553 1.585 8.16 0 0.979 1.171 0 0 0 1.119 0 0 0 0 1.802 -0.212 0 0.0 2.488 0 0 2 3 2.89 2.167 2 6.675 0 0 1 -3.966 2.9244 0 0 2 0 0 30.8 2 0 2 0.0 3.545 3.146 9.522 0 0.964 1.145 0 0 0 1.194 0 0 0 0 1.97 0.0 0 0.0 6.909 0 0 2 1 3.005 1.618 1 7.749 0 0 1 -3.986 2.958 0 0 0 0 0 32.1 2 1 0 0.0 4.008 3.792 10.039 1 0.965 1.141 0 0 0 1.198 0 0 0 0 1.987 0.0 0 0.0 10.955 0 0 0 1 3.01 1.685 0 8.228 0 0 1 -4.235 2.7848 0 0 0 0 0 29.6 2 1 0 0.0 2.946 1.975 9.118 1 0.973 1.146 0 0 0 1.168 0 0 0 0 1.962 0.039 0 0.0 3.449 0 0 0 1 3.064 2.093 0 7.229 0 0 1 -4.236 1.599 0 0 0 0 0 32.8 1 1 0 0.0 3.78 3.974 9.949 1 0.967 1.14 0 0 0 1.189 1 0 0 0 2.236 0.0 0 0.0 8.475 0 0 0 0 3.322 1.611 0 8.211 0 0 1 -4.362 3.0285 0 0 0 0 0 27.3 3 2 0 0.0 2.867 1.906 9.059 2 0.993 1.151 0 0 0 1.123 0 0 0 0 2.0 -0.074 0 0.0 2.524 0 0 0 2 3.076 2.667 0 7.149 0 0 1 -4.414 3.7375 0 0 0 0 0 35.3 3 1 0 1.188 2.812 1.379 9.222 1 0.985 1.134 0 0 0 1.258 0 0 0 0 2.0 0.135 0 10.178 2.133 0 0 0 0 3.467 2.619 0 7.714 0 0 1 -4.0 3.2163 0 0 0 0 0 25.0 1 2 0 -0.833 2.334 0.811 8.318 0 1.053 1.156 0 0 0 1.076 0 0 0 0 1.732 -0.687 0 9.0 1.0 0 0 0 1 3.304 4.167 0 7.178 0 0 1 -4.412 3.402 0 0 0 0 0 32.8 2 4 0 -0.327 4.486 4.297 10.675 6 0.974 1.14 0 0 0 1.193 0 0 0 0 2.086 0.0 0 23.775 15.507 0 0 0 0 3.405 1.889 0 8.926 0 0 1 -4.534 4.002 0 0 0 0 0 32.4 4 4 0 -0.28 4.039 3.181 10.485 10 0.983 1.141 0 0 0 1.18 0 0 0 0 2.14 0.0 0 23.596 8.016 0 0 0 0 3.408 2.154 0 8.619 0 0 1 -4.386 3.408 0 0 0 0 0 32.5 2 4 0 -0.09 4.167 3.774 10.379 8 0.98 1.14 0 0 0 1.186 0 0 0 0 2.068 0.0 0 23.377 10.97 0 0 0 0 3.376 2.044 0 8.67 0 0 1 -4.263 3.1913 1 0 0 0 0 28.6 0 4 0 -1.68 3.41 2.187 9.533 4 1.038 1.135 0 0 0 1.159 0 0 0 0 2.0 0.015 0 19.933 4.143 0 0 0 2 3.643 3.379 0 8.478 0 0 1 -4.17 3.4143 0 0 0 0 0 30.0 0 1 1 -0.481 2.548 0.971 8.597 1 1.02 1.154 0 0 0 1.174 0 0 0 0 1.848 0.425 0 9.472 1.542 0 0 1 2 3.379 3.533 1 7.404 0 0 1 -4.65 4.0313 0 0 1 0 0 31.3 3 2 0 0.159 3.39 2.134 9.916 5 0.991 1.145 0 0 0 1.184 0 0 0 0 2.122 0.004 0 10.961 3.936 0 0 3 0 3.527 2.372 1 8.131 0 0 1 -4.347 3.4478 0 0 1 0 0 30.8 1 2 2 -0.193 3.233 2.3 9.338 4 0.998 1.147 0 0 0 1.169 0 0 0 0 2.011 0.014 0 10.535 4.098 0 0 1 1 3.405 2.515 1 7.864 0 0 1 -4.343 3.9399 0 0 0 0 0 33.3 0 4 0 -2.514 3.047 1.5 9.309 4 1.09 1.139 0 0 0 1.108 0 0 0 0 2.0 -0.097 0 19.107 2.682 0 0 0 2 3.519 4.167 0 8.016 0 0 1 -4.562 3.6148 0 0 0 0 0 25.0 1 3 0 -1.185 2.71 0.918 9.184 2 1.053 1.156 0 0 0 1.066 0 0 0 0 2.0 -0.265 0 9.449 1.521 0 0 0 2 3.424 4.0 0 7.507 0 0 1 -4.691 3.9139 0 0 0 0 0 26.7 0 5 0 -2.845 3.138 1.436 9.666 5 1.086 1.153 0 0 0 1.066 0 0 0 0 2.117 0.053 0 19.412 2.428 0 0 0 3 3.49 4.241 0 8.03 0 0 1 -4.476 3.72 0 0 0 0 0 31.3 1 3 0 -0.644 2.985 1.5 9.345 4 1.032 1.143 0 0 0 1.156 0 0 0 0 2.042 -0.088 0 20.291 2.34 0 0 0 0 3.458 3.292 0 7.864 0 0 1 -4.385 3.9908 0 0 0 0 0 32.4 0 7 0 -1.569 3.819 3.09 9.999 10 1.034 1.141 0 0 0 1.135 0 0 0 0 2.061 0.0 0 21.678 6.884 0 0 0 0 3.432 2.833 0 8.562 0 0 1 -4.791 4.5316 0 0 2 0 0 23.1 2 2 8 -1.384 3.354 1.73 9.99 2 1.018 1.173 0 0 0 1.117 0 0 0 0 2.194 -0.008 0 20.829 2.395 0 0 2 6 3.467 3.083 4 8.19 0 0 0 -4.303 3.3317 0 0 0 0 0 34.8 3 1 0 1.559 3.027 1.837 9.389 1 0.979 1.135 0 0 0 1.236 0 0 0 0 2.0 0.042 0 10.396 3.193 0 0 0 0 3.349 2.37 0 7.827 0 0 1 -4.499 2.8945 1 0 0 0 1 46.7 1 0 0 0.0 3.185 1.125 9.311 0 0.991 1.107 0 0 0 1.323 1 0 1 0 2.136 0.043 0 0.0 1.481 0 0 0 0 3.692 2.16 0 8.337 0 1 0 -4.651 2.6738 0 0 2 0 1 41.7 1 2 3 -0.396 3.482 1.911 9.989 3 1.007 1.125 0 0 0 1.256 1 0 0 0 2.202 -0.002 0 21.674 3.267 0 1 3 1 3.611 2.692 1 8.461 0 0 1 -4.692 2.7215 0 0 2 0 2 40.7 2 2 3 -0.393 3.547 1.876 10.164 3 1.002 1.126 0 0 0 1.259 1 0 0 0 2.236 0.001 0 21.814 3.356 0 1 3 1 3.659 2.619 1 8.548 0 0 0 -4.543 2.5935 0 0 2 0 1 40.9 1 1 2 0.008 3.298 1.705 9.722 1 0.993 1.127 0 0 0 1.253 1 0 0 0 2.166 -0.008 0 10.506 2.905 0 0 2 1 3.567 2.394 1 8.223 0 0 1 -4.653 1.8048 0 0 0 0 2 36.2 1 1 0 0.0 3.874 3.355 10.213 2 0.97 1.132 0 0 0 1.236 1 0 0 0 2.214 0.0 0 0.0 8.143 0 1 0 1 3.64 1.833 0 8.486 0 0 0 -4.562 3.2113 0 0 0 0 2 42.9 0 2 0 0.0 3.025 0.875 9.54 4 1.022 1.119 0 0 0 1.209 1 0 0 0 2.17 0.047 0 0.0 1.14 0 2 0 2 3.646 2.917 0 8.003 0 0 1 -4.77 3.031 0 0 0 0 2 45.0 2 1 0 0.125 3.217 1.185 9.882 2 0.987 1.114 0 0 0 1.294 1 0 0 0 2.236 0.014 0 10.757 1.74 0 0 0 0 3.695 2.4 0 8.251 0 0 1 -5.072 2.4853 0 0 0 0 2 36.1 4 4 0 -0.892 4.22 2.972 10.799 12 0.984 1.133 0 0 0 1.22 1 0 0 0 2.351 0.0 0 24.843 7.668 0 0 0 0 3.794 2.144 0 8.984 2 0 1 -4.882 3.2502 0 0 0 0 2 44.4 0 4 0 -2.254 3.451 1.258 10.136 8 1.053 1.116 0 0 0 1.194 1 0 0 0 2.288 0.005 0 20.766 2.011 0 0 0 2 3.762 3.389 0 8.529 0 0 1 -4.844 2.3785 0 0 0 0 3 50.0 0 3 0 -0.439 3.716 0.625 10.35 9 1.015 1.104 0 0 0 1.266 2 0 0 0 2.286 0.0 0 11.622 3.405 0 2 0 1 3.736 2.573 0 8.765 1 0 1 -4.77 2.6687 0 0 0 0 0 38.5 3 0 0 4.722 3.131 1.185 9.882 0 0.964 1.128 0 0 0 1.264 1 0 0 0 2.236 0.012 0 0.0 1.74 0 0 0 0 3.533 1.75 0 7.981 0 0 1 -4.675 1.7703 0 0 2 0 0 33.3 0 0 4 0.0 3.343 0.0 9.971 0 0.967 1.141 0 0 0 1.185 2 0 0 0 2.236 0.001 0 0.0 2.829 0 0 4 1 3.269 1.551 1 7.764 0 0 0 -4.645 1.7575 1 0 0 0 3 45.7 0 3 0 0.0 4.173 0.0 10.642 12 0.993 1.107 0 0 0 1.297 3 0 0 0 2.236 0.0 0 0.0 3.604 0 0 0 0 3.957 2.043 0 9.309 0 0 0 -4.679 3.1788 0 0 0 0 2 44.4 0 2 0 0.0 3.233 1.261 9.715 4 1.011 1.116 0 0 0 1.246 1 0 0 0 2.222 0.014 0 10.219 1.695 0 1 0 0 3.67 2.583 0 8.192 0 0 1 -4.863 2.4397 1 0 0 0 3 54.5 0 0 0 0.0 4.043 0.569 10.135 0 0.984 1.087 0 0 0 1.381 2 1 0 0 2.3 0.001 1 0.0 2.241 0 1 0 0 6.879 1.981 0 11.612 0 1 0 -4.481 2.7716 0 0 0 0 0 33.3 0 2 0 -0.065 2.566 0.929 9.053 1 1.047 1.139 0 0 0 1.127 1 0 0 0 2.136 -0.239 0 9.677 0.964 0 0 0 0 3.454 3.033 0 7.487 0 0 1 -4.414 3.0463 0 0 0 0 0 38.5 1 2 0 0.0 2.895 1.203 9.209 1 1.023 1.128 0 0 0 1.241 1 0 0 0 2.152 -0.083 0 0.0 1.496 0 0 0 1 3.637 2.667 0 7.872 0 0 1 -4.303 2.6696 0 0 0 0 0 33.3 0 2 0 -0.046 2.709 0.862 9.067 2 1.025 1.139 0 0 0 1.166 1 0 0 0 2.115 0.137 0 10.021 0.956 0 0 0 0 3.416 2.778 0 7.481 0 0 1 -4.875 2.757 0 0 0 0 0 35.3 1 3 0 -0.444 3.12 1.233 9.856 6 1.03 1.135 0 0 0 1.19 1 0 0 0 2.288 -0.026 0 21.128 1.585 1 0 0 0 3.588 3.019 0 8.043 0 0 1 -4.414 2.9065 0 0 0 0 0 30.8 1 3 0 -0.549 2.875 0.917 9.459 3 1.049 1.144 0 0 0 1.119 1 0 0 0 2.199 -0.085 0 10.009 1.101 0 0 0 0 3.512 2.929 0 7.713 0 0 1 -4.882 3.3902 0 0 0 0 0 41.2 0 4 1 -2.476 3.459 1.258 10.136 4 1.069 1.127 0 0 0 1.179 1 0 0 0 2.288 0.005 0 20.641 2.011 0 0 4 2 3.785 3.472 1 8.553 0 0 1 -4.17 3.1898 0 0 0 0 0 20.0 1 2 0 -0.968 2.533 0.971 8.597 0 1.052 1.175 0 0 0 1.032 0 0 0 0 1.848 0.441 0 9.243 1.542 0 0 1 3 3.326 4.033 1 7.273 0 0 1 -4.414 2.9195 0 0 0 0 0 27.3 0 2 0 -0.657 2.915 0.917 9.459 3 1.067 1.166 0 0 0 1.127 1 0 0 0 2.199 -0.087 0 20.069 1.101 0 0 2 2 3.556 3.405 2 7.873 0 0 1 -5.076 3.5506 0 0 1 0 0 38.1 2 3 2 0.0 3.418 1.258 10.189 7 1.029 1.133 0 0 0 1.204 1 0 0 0 2.352 0.004 0 10.46 1.244 0 1 3 2 3.821 3.014 1 8.441 0 0 1 -4.655 3.6465 0 0 2 0 0 25.0 0 3 2 -1.641 3.198 1.761 9.723 3 1.036 1.164 0 0 0 1.1 0 0 0 0 2.107 -0.028 0 20.135 2.989 0 0 3 5 3.445 3.567 2 8.044 0 0 1 -3.414 2.4441 1 0 0 0 0 33.3 1 0 0 0.0 2.631 1.0 7.408 0 0.997 1.132 0 0 0 1.291 0 0 1 0 1.618 -0.575 0 0.0 1.707 0 0 0 0 3.567 2.653 0 7.775 0 1 1 -4.303 3.0634 0 0 0 0 0 21.4 2 3 0 0.0 2.648 1.459 8.815 2 1.037 1.164 0 0 0 0.995 0 0 0 0 1.932 -0.253 0 0.0 1.745 0 0 0 3 3.102 3.722 0 6.978 0 0 1 -4.303 3.0468 1 0 0 0 0 23.1 2 2 0 0.0 2.913 1.459 8.815 1 1.039 1.156 0 0 0 1.09 0 0 1 0 1.932 -0.244 0 0.0 1.745 0 0 0 2 3.579 3.407 0 7.899 0 1 1 -4.214 2.9483 0 0 0 0 0 23.5 1 1 0 0.0 2.587 1.459 8.755 0 0.991 1.164 0 0 0 1.127 0 0 0 0 1.902 -0.223 0 0.0 2.052 0 0 1 1 3.077 2.5 1 6.954 0 0 1 -3.732 2.6724 0 0 0 0 0 20.0 1 2 0 0.0 2.616 1.585 8.16 1 1.019 1.172 0 0 0 1.024 0 0 0 0 1.802 -0.247 0 0.0 2.488 0 0 1 3 2.938 3.167 1 6.799 0 0 1 -3.414 2.956 0 0 0 0 0 33.3 0 2 0 0.0 2.39 1.0 7.408 0 1.09 1.139 0 0 0 1.171 0 0 0 0 1.618 -0.723 0 17.611 1.707 0 0 0 0 3.218 4.5 0 7.145 0 0 1 -4.236 2.9854 0 0 0 0 0 32.1 2 2 0 -0.654 3.751 3.122 10.004 2 0.974 1.141 0 0 0 1.193 0 0 0 0 2.0 0.0 0 10.334 8.008 0 0 0 1 3.329 2.05 0 8.216 0 0 1 -4.462 3.3098 0 0 0 0 0 32.3 2 4 0 -0.287 3.997 3.524 10.224 5 0.984 1.141 0 0 0 1.173 0 0 0 0 2.088 0.0 0 11.373 9.6 0 0 0 2 3.384 2.22 0 8.492 0 0 1 -4.0 3.078 0 0 0 0 0 22.2 1 1 0 -0.333 2.306 0.811 8.318 0 1.022 1.171 0 0 0 1.113 0 0 0 0 1.732 -0.65 0 9.222 1.0 0 0 1 2 3.281 3.667 1 7.135 0 0 1 -4.372 3.5554 0 0 0 0 0 29.2 2 3 0 -0.233 3.138 1.922 9.494 3 1.007 1.147 0 0 0 1.136 0 0 0 0 2.031 -0.026 0 10.251 3.412 0 0 0 0 3.355 2.6 0 7.811 0 0 1 -4.382 3.2243 0 0 0 0 0 33.3 2 2 0 -0.013 3.935 3.554 10.06 4 0.973 1.138 0 0 0 1.203 0 0 0 0 2.051 0.0 0 11.42 9.36 0 0 0 0 3.366 1.903 0 8.397 0 0 1 -4.17 3.5122 0 0 0 0 0 33.3 0 2 0 -0.981 2.57 0.971 8.597 2 1.047 1.139 0 0 0 1.147 0 0 0 0 1.848 0.444 0 9.25 1.542 0 0 0 1 3.396 3.933 0 7.436 0 0 1 -4.346 3.4572 0 0 0 0 0 33.3 1 2 0 -0.33 3.048 1.975 9.16 4 0.998 1.139 0 0 0 1.181 0 0 0 0 2.0 0.046 0 10.346 3.165 0 0 0 0 3.423 2.63 0 7.73 0 0 1 -4.644 3.9848 0 0 0 0 0 36.8 1 2 0 0.048 3.09 1.837 9.467 6 1.004 1.131 0 0 0 1.223 0 0 0 0 2.084 0.048 0 10.532 2.732 0 0 0 0 3.529 2.815 0 7.958 0 0 1 -4.645 3.6462 0 0 4 0 0 23.1 0 2 4 -0.987 3.347 2.117 9.828 2 1.018 1.173 0 0 0 1.104 0 0 0 0 2.098 -0.008 0 10.217 4.049 0 0 3 7 3.432 3.097 4 8.143 0 0 1 -4.645 0.8039 0 0 0 0 0 34.1 3 12 0 -0.966 5.043 1.182 11.662 23 0.989 1.137 0 0 0 1.173 6 0 0 0 2.475 0.0 0 38.399 11.072 0 0 0 0 3.58 1.998 0 9.841 0 0 1 -3.902 2.7284 0 0 1 0 0 33.3 1 0 1 0.0 3.092 2.322 8.881 0 0.969 1.141 0 0 0 1.233 0 0 0 0 1.919 -0.022 0 0.0 4.086 0 0 1 0 3.24 2.1 1 7.617 0 0 1 -3.0 2.5124 0 0 0 0 0 33.3 1 0 0 0.0 2.081 0.918 6.594 0 0.998 1.152 0 0 0 1.303 0 0 0 0 1.414 0.917 0 0.0 1.333 0 0 1 0 3.201 3.5 1 6.984 0 0 1 -4.362 3.6459 0 0 0 0 0 33.3 1 2 1 -0.449 2.997 1.906 9.059 3 1.027 1.144 0 0 0 1.205 0 0 0 0 2.0 -0.089 0 10.198 2.524 0 0 1 0 3.441 3.208 1 7.868 0 0 1 -4.5 4.1188 1 0 0 0 0 32.0 3 3 0 0.0 4.808 4.3 10.919 9 0.967 1.14 0 0 0 1.211 0 0 0 0 2.121 0.0 0 0.0 10.634 0 0 0 0 3.939 1.622 0 9.326 0 0 1 -4.593 2.8754 0 0 1 0 1 42.1 1 1 2 -0.036 3.222 1.461 9.665 1 0.998 1.125 0 0 0 1.264 1 0 0 0 2.175 0.014 0 10.502 2.298 0 1 3 1 3.599 2.483 1 8.187 0 0 1 -4.499 2.8728 0 0 2 0 1 41.2 1 0 2 0.0 2.976 1.125 9.311 0 0.979 1.127 0 0 0 1.257 1 0 0 0 2.136 0.043 0 0.0 1.481 0 0 1 2 3.554 2.146 1 7.83 0 0 0 -4.596 3.2643 0 0 0 0 2 42.9 0 2 0 0.0 3.025 0.875 9.54 4 1.022 1.119 0 0 0 1.223 1 0 0 0 2.175 0.047 0 0.0 1.069 0 2 0 2 3.651 2.917 0 8.003 0 0 1 -4.517 2.898 0 0 0 0 1 42.1 1 1 0 0.0 3.086 1.409 9.391 2 0.987 1.12 0 0 0 1.252 1 0 0 0 2.149 -0.025 0 0.0 2.036 0 1 0 0 3.574 2.074 0 7.928 0 0 1 -4.607 3.1199 0 0 1 0 2 38.9 0 1 2 0.0 3.105 1.187 9.631 2 0.998 1.132 0 0 0 1.227 1 0 0 0 2.194 -0.025 0 0.0 1.544 0 2 2 2 3.643 2.315 1 8.042 0 0 0 -4.499 3.0314 0 0 0 0 1 50.0 0 1 0 0.0 3.027 1.125 9.311 2 0.998 1.104 0 0 0 1.291 1 0 0 0 2.136 0.045 0 10.006 1.481 0 0 0 0 3.592 2.583 0 7.979 0 0 1 -4.732 3.015 0 0 0 0 1 47.1 1 1 0 0.121 3.127 1.187 9.642 2 0.992 1.11 0 0 0 1.286 1 0 0 0 2.194 -0.025 0 10.645 1.659 0 0 0 0 3.652 2.481 0 8.132 0 0 1 -5.072 2.9677 0 0 0 0 2 38.1 2 4 0 -0.942 3.863 2.341 10.435 12 1.001 1.129 0 0 0 1.206 1 0 0 0 2.351 0.0 0 23.889 4.023 0 0 0 0 3.794 2.433 0 8.737 2 0 1 -5.075 2.9203 0 0 0 0 2 36.4 4 4 0 -0.888 4.159 2.681 10.794 14 0.986 1.132 0 0 0 1.21 1 0 0 0 2.357 0.0 0 25.14 5.828 0 0 0 0 3.795 2.19 0 8.941 2 0 1 -4.842 3.2871 0 0 1 0 2 41.2 0 4 2 -1.093 3.483 1.258 10.136 8 1.069 1.127 0 1 0 1.199 1 0 0 0 2.278 0.005 0 30.593 2.113 0 1 2 1 3.849 3.5 1 8.704 0 0 0 -5.021 3.5325 0 0 0 0 4 38.9 0 5 0 -1.291 3.45 1.124 10.277 10 1.072 1.127 0 0 0 1.147 1 0 0 0 2.343 0.005 0 10.313 1.623 0 3 0 4 3.834 3.611 0 8.537 0 0 1 -4.499 3.0645 0 0 2 0 1 53.8 0 0 2 0.0 3.047 1.125 9.311 0 0.99 1.102 0 0 0 1.337 1 0 0 0 2.136 0.046 0 0.0 1.481 0 0 1 0 3.636 2.521 1 8.094 0 0 1 -4.414 2.1543 0 0 1 0 0 30.0 0 0 2 0.0 2.736 0.802 9.183 0 0.97 1.149 0 0 0 1.165 1 0 0 0 2.101 -0.064 0 0.0 0.975 0 0 2 2 3.143 1.833 1 7.083 0 0 0 -5.099 2.2523 0 0 0 1 0 35.1 2 2 0 1.47 3.533 1.938 10.469 3 0.983 1.135 0 0 0 1.209 1 0 0 0 2.236 -0.001 0 10.55 3.879 1 0 0 1 3.429 2.283 0 8.257 0 0 0 -4.791 2.9639 0 0 0 0 2 45.0 0 1 0 0.0 3.211 1.461 9.725 3 0.987 1.114 0 0 0 1.29 1 0 0 0 2.231 0.014 0 0.0 1.917 0 1 0 1 3.661 2.383 0 8.14 0 0 1 -4.842 2.4571 0 0 0 0 2 54.5 0 0 0 0.0 3.414 0.0 9.955 0 0.974 1.094 0 0 0 1.336 2 0 0 0 2.278 -0.002 0 0.0 2.113 0 0 0 0 3.711 1.944 0 8.428 0 0 0 -4.303 2.9763 0 0 0 0 0 30.0 0 3 0 -0.546 2.745 0.862 9.067 2 1.075 1.146 0 0 0 1.101 1 0 0 0 2.115 0.153 0 9.799 0.956 0 0 0 0 3.464 3.111 0 7.565 0 0 1 -4.414 2.8688 0 0 0 0 0 41.7 0 1 1 -0.053 2.898 0.802 9.183 2 1.016 1.128 0 0 0 1.25 1 0 0 0 2.101 -0.082 0 10.214 0.975 0 0 2 1 3.523 2.738 1 7.808 0 0 1 -4.0 2.1142 0 0 0 0 0 29.4 0 0 1 0.0 2.585 0.0 8.623 0 0.972 1.151 0 0 0 1.138 1 0 0 0 2.0 0.112 0 0.0 0.667 0 0 2 1 3.033 1.667 1 6.823 0 0 0 -4.918 2.3933 0 2 6 0 0 21.7 0 2 10 0.0 3.482 1.116 10.266 4 1.045 1.184 0 0 0 1.136 3 0 0 0 2.376 0.001 0 20.532 1.651 0 0 4 0 3.535 2.731 6 8.314 0 0 0 -4.983 4.2631 0 0 0 0 0 23.1 2 6 0 0.0 3.342 1.792 10.074 8 1.044 1.16 0 0 0 1.011 0 0 0 0 2.247 -0.008 0 0.0 2.666 0 0 0 6 3.397 3.694 0 7.88 0 0 1 -4.383 3.2291 0 0 0 0 0 32.6 2 2 0 0.022 4.136 3.882 10.272 4 0.97 1.14 0 0 0 1.199 0 0 0 0 2.058 0.0 0 11.783 11.382 0 0 0 0 3.366 1.789 0 8.51 0 0 1 -3.956 2.8079 0 0 0 0 0 31.9 2 0 0 0.0 3.413 2.974 9.377 0 0.96 1.141 0 0 0 1.208 0 0 0 0 1.962 0.001 0 0.0 6.102 0 0 0 0 2.976 1.567 0 7.59 0 0 1 -3.848 2.5749 0 0 2 0 0 25.0 2 0 2 0.0 2.824 2.0 8.584 0 0.975 1.163 0 0 0 1.134 0 0 0 0 1.879 -0.07 0 0.0 3.284 0 0 2 4 2.918 2.125 2 6.954 0 0 1 -3.802 2.7308 0 0 0 0 0 22.2 2 2 0 0.0 2.753 1.95 8.394 0 1.01 1.166 0 0 0 1.058 0 0 0 0 1.848 0.141 0 0.0 2.885 0 0 2 3 2.955 2.929 1 6.944 0 0 1 -4.399 3.3815 1 0 0 0 0 32.6 2 4 0 -0.214 4.632 4.491 10.776 8 0.974 1.138 0 0 0 1.206 0 0 0 0 2.08 0.0 0 23.914 17.537 0 0 0 0 3.646 1.855 0 9.204 0 0 1 -4.334 3.6944 0 0 0 0 0 33.3 1 2 0 -0.359 2.838 1.557 8.944 3 1.013 1.139 0 0 0 1.178 0 0 0 0 1.97 0.15 0 10.072 2.195 0 0 0 0 3.421 2.952 0 7.598 0 0 1 -4.347 3.1896 0 0 0 0 0 33.3 1 2 0 -0.312 3.371 2.565 9.489 4 0.985 1.139 0 0 0 1.195 0 0 0 0 2.015 0.004 0 10.607 4.993 0 0 0 0 3.423 2.282 0 7.952 0 0 1 -4.414 3.2075 0 0 0 0 0 44.4 0 3 0 -1.157 2.954 0.917 9.459 4 1.096 1.116 0 0 0 1.183 1 0 0 0 2.199 -0.091 0 19.847 1.101 0 0 0 0 3.658 3.548 0 8.015 0 0 1 -4.17 2.9651 0 0 0 0 0 33.3 2 0 2 0.0 2.499 0.971 8.597 0 0.979 1.145 0 0 0 1.271 0 0 0 0 1.848 0.368 0 0.0 1.542 0 0 1 0 3.33 2.767 1 7.322 0 0 1 -4.0 3.0 0 0 0 0 0 50.0 0 0 0 0.0 2.72 0.0 8.623 0 0.971 1.104 0 0 0 1.316 1 0 0 0 2.0 0.13 0 0.0 0.667 0 0 0 0 3.452 2.0 0 7.573 0 0 1 -4.499 3.0778 0 0 0 0 1 43.8 0 1 0 0.0 2.99 1.125 9.311 2 0.991 1.117 0 0 0 1.253 1 0 0 0 2.136 0.045 0 0.0 1.481 0 1 0 0 3.573 2.146 0 7.878 0 0 1 -4.783 3.2726 0 0 2 0 2 38.9 0 1 2 0.0 3.105 1.187 9.668 2 0.998 1.132 0 0 0 1.23 1 0 0 0 2.222 -0.025 0 0.0 1.358 0 2 2 2 3.666 2.315 1 8.046 0 0 0 -5.31 2.3715 0 0 0 0 4 58.3 0 2 0 -0.128 3.745 0.625 10.681 8 1.008 1.087 0 0 0 1.312 6 0 0 0 2.499 0.0 0 24.203 1.262 0 0 0 0 3.942 2.5 0 8.901 0 0 0 -4.977 1.9452 0 0 0 0 0 32.4 1 6 0 -0.347 4.201 3.866 10.735 9 0.992 1.14 0 0 0 1.166 1 0 0 0 2.361 0.0 0 11.747 10.593 0 0 0 3 3.497 2.3 0 8.778 0 0 1 -4.977 1.9472 0 0 0 0 0 31.4 1 6 0 -0.338 4.127 3.706 10.694 9 0.993 1.143 0 0 0 1.153 1 0 0 0 2.361 0.0 0 11.724 9.639 0 0 0 3 3.497 2.321 0 8.68 0 0 1 -4.825 3.1934 3 0 0 0 3 46.7 1 0 0 0.0 3.642 1.185 9.902 0 1.034 1.1 0 0 0 1.359 1 0 1 0 2.263 0.014 0 0.0 1.476 0 2 0 0 4.054 2.483 0 9.085 0 3 0 -4.562 1.8929 0 0 6 0 0 35.1 0 0 6 0.0 3.526 0.0 10.054 0 0.974 1.139 0 0 0 1.209 2 0 0 0 2.194 0.0 0 0.0 4.13 0 0 4 0 3.489 1.744 2 8.179 0 0 0 -4.982 2.3934 0 0 0 0 0 42.1 0 3 0 -0.686 3.339 0.762 10.226 8 1.027 1.12 0 0 0 1.204 3 0 0 0 2.424 0.004 0 21.884 1.027 2 0 0 0 3.693 2.773 0 8.297 0 0 0 -6.316 7.7233 0 0 0 11 0 31.6 1 2 0 -4.617 4.645 1.747 12.353 2 1.291 1.348 0 0 1 0.906 0 0 0 0 2.69 0.0 0 9.855 5.094 0 0 0 1 3.993 5.741 0 9.673 0 23 0 -6.33 7.9184 0 0 0 13 0 31.8 1 2 0 -4.724 4.795 1.824 12.519 2 1.292 1.35 0 0 1 0.906 0 0 0 0 2.7 0.0 0 9.894 5.891 0 0 0 1 4.005 5.742 0 9.825 0 27 0 -5.236 3.9153 6 0 0 0 6 50.0 0 0 0 0.0 4.045 0.799 10.434 0 1.133 1.076 0 0 0 1.408 1 0 1 0 2.414 0.004 0 0.0 0.873 0 6 0 0 4.337 2.889 0 9.676 0 6 0 -5.522 3.7026 0 0 0 3 4 36.7 9 1 0 0.0 3.769 1.131 11.278 4 0.971 1.131 0 0 0 1.265 1 0 0 0 2.491 0.0 0 0.0 1.648 0 1 0 1 3.876 2.022 0 8.78 0 0 0 -4.0 2.3041 0 0 0 0 0 40.0 0 0 0 0.0 3.301 0.0 9.314 0 0.965 1.125 0 0 0 1.274 1 0 0 0 2.0 0.004 0 0.0 1.244 0 0 0 0 3.237 1.75 0 7.887 0 0 0 -5.511 3.4572 0 0 0 4 0 30.9 9 4 0 0.0 3.844 1.702 11.324 14 0.988 1.144 0 0 0 1.185 1 0 0 0 2.455 0.0 0 0.0 2.753 1 0 0 0 3.582 2.04 0 8.624 0 0 0 -5.798 1.9414 1 0 0 0 4 53.3 0 0 0 0.0 4.75 0.0 11.103 0 0.97 1.085 0 0 0 1.455 4 0 0 0 2.562 0.0 0 0.0 1.471 0 0 0 0 10.329 1.883 0 14.016 0 0 0 -5.451 2.8245 0 1 9 2 6 39.2 6 3 10 0.0 4.167 1.07 11.333 7 1.0 1.131 0 1 0 1.256 2 0 0 0 2.461 0.0 0 22.251 4.053 0 4 8 1 3.91 2.481 3 9.32 0 0 0 -5.449 3.493 0 0 0 3 3 37.5 9 0 0 0.0 3.705 1.162 11.208 0 0.964 1.13 0 0 0 1.28 1 0 0 0 2.449 0.0 0 0.0 1.726 0 0 0 0 3.814 1.819 0 8.693 0 0 0 -4.88 2.4237 2 0 0 0 4 54.5 0 0 0 0.0 4.426 0.673 10.289 0 0.994 1.08 0 0 0 1.425 2 1 0 0 2.316 -0.001 1 0.0 2.38 0 2 0 0 6.881 2.012 0 12.284 0 2 0 -5.495 2.7485 0 0 0 4 8 38.7 12 2 0 0.0 4.274 1.059 11.72 8 0.975 1.127 0 0 0 1.271 2 0 0 0 2.494 0.0 0 0.0 3.879 0 2 0 2 3.895 2.059 0 9.318 0 0 0 -5.87 2.7059 5 0 0 2 4 48.3 1 1 0 0.0 4.278 0.953 11.16 4 1.039 1.098 0 0 1 1.34 2 0 1 0 2.52 0.0 0 0.0 2.321 0 2 0 1 4.28 2.586 0 9.741 0 5 0 -5.998 1.8789 6 0 0 3 0 44.4 0 1 0 0.642 4.308 0.749 11.637 3 1.054 1.103 0 0 0 1.332 15 0 1 0 2.859 0.0 0 0.0 1.117 6 0 0 0 4.405 2.355 0 9.843 0 6 0 -5.997 2.1119 6 0 0 3 0 46.2 0 0 0 0.654 4.268 0.76 11.555 0 1.043 1.099 0 0 0 1.378 10 0 1 0 2.824 0.0 0 0.0 1.013 6 0 0 0 4.404 2.366 0 9.796 0 6 0 -5.995 2.3808 8 0 0 3 0 41.7 0 0 0 0.394 4.378 0.752 11.528 0 1.074 1.102 0 0 0 1.373 6 0 1 0 2.805 0.0 0 0.0 1.076 4 0 0 0 4.407 2.6 0 9.952 0 8 0 -5.494 2.7618 0 0 0 2 5 42.6 6 1 0 0.0 3.914 1.061 11.182 4 0.975 1.119 0 0 0 1.288 2 0 0 0 2.483 0.0 0 0.0 2.176 0 1 0 1 3.888 2.04 0 8.961 0 0 0 -5.029 1.6864 2 0 7 0 2 38.8 0 0 6 0.0 4.128 0.0 10.839 0 0.979 1.119 0 0 0 1.308 5 0 0 0 2.418 0.0 0 0.0 3.219 0 0 7 0 4.348 1.71 2 9.423 0 0 0 -5.292 4.3135 8 0 0 2 0 28.6 2 1 0 0.0 4.256 1.907 10.8 2 1.1 1.127 0 0 2 1.321 0 0 1 0 2.255 0.001 0 0.0 4.275 0 0 0 0 4.277 2.97 0 9.84 0 8 0 -4.912 3.4643 3 0 0 0 3 50.0 0 0 0 0.0 3.588 0.881 9.863 0 1.052 1.09 0 0 0 1.388 1 0 1 0 2.264 -0.025 0 0.0 0.95 0 3 0 0 4.139 2.593 0 9.097 0 3 0 -5.027 3.5931 4 0 0 0 4 50.0 0 0 0 0.0 3.764 0.861 10.084 0 1.079 1.085 0 0 0 1.398 1 0 1 0 2.318 0.014 0 0.0 0.984 0 4 0 0 4.211 2.711 0 9.329 0 4 0 -4.935 3.5218 4 0 0 0 4 50.0 0 0 0 0.0 3.764 0.861 10.06 0 1.079 1.085 0 0 0 1.399 1 0 1 0 2.303 0.014 0 0.0 1.047 0 4 0 0 4.174 2.711 0 9.328 0 4 0 -5.119 3.736 5 0 0 0 5 50.0 0 0 0 0.0 3.915 0.832 10.265 0 1.106 1.08 0 0 0 1.405 1 0 1 0 2.365 -0.008 0 0.0 0.952 0 5 0 0 4.27 2.808 0 9.517 0 5 0 -5.035 2.6068 3 0 1 0 6 48.0 0 3 2 0.0 4.145 0.954 10.713 8 1.064 1.105 0 1 0 1.308 2 0 1 0 2.368 0.0 0 21.048 3.414 0 6 2 0 4.11 2.833 1 9.572 0 3 0 -5.149 1.8559 0 0 0 0 3 40.0 0 1 0 0.0 3.783 0.447 10.642 4 0.974 1.125 0 0 0 1.238 3 0 0 0 2.411 0.0 0 0.0 2.814 2 1 0 1 3.767 1.825 0 8.579 0 0 0 -4.675 2.1615 0 0 0 0 2 52.0 0 0 0 0.0 3.478 0.0 9.971 0 0.972 1.1 0 0 0 1.336 2 0 0 0 2.236 0.001 0 0.0 2.829 0 0 0 0 3.633 1.91 0 8.453 0 0 0 -5.109 2.4912 4 0 2 0 8 44.8 0 0 4 0.0 4.178 0.749 10.817 0 1.028 1.113 0 0 0 1.336 2 0 1 0 2.398 0.0 0 0.0 3.174 0 6 4 4 4.124 2.488 2 9.615 0 4 0 -5.045 2.1704 0 0 4 0 4 53.3 0 0 5 0.0 3.772 0.0 10.481 0 0.98 1.1 0 0 0 1.338 4 0 0 1 2.385 0.0 0 0.0 2.901 0 2 4 1 3.886 1.951 1 8.877 0 0 0 -4.461 3.6265 0 0 8 0 0 25.7 0 0 0 0.0 3.242 2.117 9.797 0 0.975 1.161 0 0 0 1.182 0 0 0 0 2.084 -0.007 0 0.0 3.798 0 0 4 0 3.216 1.833 3 7.767 0 0 0 -4.0 2.7345 0 1 0 0 0 16.7 0 0 0 0.0 2.197 0.811 8.318 0 0.988 1.187 1 0 0 1.104 0 0 0 0 1.732 -0.572 0 0.0 1.0 0 0 2 2 3.02 2.5 2 6.636 0 0 0 -5.382 4.8614 1 0 0 1 0 20.0 2 4 0 0.0 3.855 1.352 10.182 6 1.086 1.162 0 0 0 1.154 0 1 0 0 2.264 0.051 0 19.844 1.459 0 0 2 2 6.88 3.889 1 11.599 0 1 0 -3.0 2.0093 0 0 0 0 0 22.2 0 1 0 0.0 1.926 0.918 6.594 0 0.998 1.162 0 0 0 1.102 0 0 0 0 1.414 0.861 0 0.0 1.333 0 0 0 0 2.731 2.5 0 6.033 0 0 1 -4.414 3.4168 0 0 0 0 0 28.6 4 1 0 0.0 2.72 1.379 9.222 0 0.977 1.148 0 0 0 1.18 0 0 0 0 2.0 0.124 0 0.0 2.133 0 0 0 0 3.189 2.024 0 7.198 0 0 0 -3.879 3.1116 0 0 0 0 0 26.1 0 3 0 0.0 2.995 2.281 8.743 0 1.007 1.154 0 0 0 1.107 0 0 0 0 1.902 0.047 0 0.0 3.685 0 0 0 0 3.047 2.278 0 7.323 0 0 0 -3.414 2.1658 2 0 0 0 0 20.0 0 0 0 0.0 2.78 1.0 7.408 0 0.98 1.109 0 0 0 1.396 0 0 0 0 1.618 -0.501 0 0.0 1.707 0 0 0 0 4.066 1.917 0 8.467 0 0 0 -4.732 3.0634 0 0 0 0 0 28.6 4 4 0 0.0 3.327 0.827 10.09 8 1.014 1.149 0 0 0 1.118 1 0 0 0 2.236 0.004 0 0.0 1.026 0 0 0 0 3.426 2.278 0 7.977 0 0 1 -4.17 3.021 1 0 0 0 0 22.2 1 1 0 -0.259 4.279 0.971 8.597 0 1.029 1.14 0 0 0 1.495 0 0 0 0 1.848 0.396 0 9.583 1.542 0 0 1 2 10.692 3.257 1 14.218 0 1 0 -5.248 4.9627 0 1 0 2 0 33.3 4 0 10 0.0 3.388 1.792 10.573 0 0.998 1.152 0 0 0 1.257 0 0 0 0 2.247 -0.008 0 0.0 3.06 0 0 10 0 3.648 2.792 4 8.44 0 0 0 -3.414 3.4592 1 0 0 0 0 28.6 0 0 0 0.0 2.634 1.0 7.408 0 1.009 1.119 0 0 0 1.384 0 0 0 0 1.618 -0.642 0 0.0 1.707 0 0 0 0 3.844 2.792 1 8.128 0 0 0 -3.0 1.925 0 1 0 0 0 11.1 0 0 0 0.0 1.922 0.918 6.594 0 0.997 1.203 1 0 0 1.033 0 0 0 0 1.414 0.852 0 0.0 1.333 0 0 1 3 2.684 2.833 2 5.93 0 0 0 -4.641 2.9372 1 0 0 0 2 47.4 1 0 0 0.0 3.37 1.261 9.714 0 0.986 1.106 0 0 0 1.331 1 0 1 0 2.214 0.013 0 0.0 1.783 0 0 0 0 3.729 2.194 0 8.517 0 1 0 -5.325 3.1334 4 0 0 0 6 53.3 0 3 0 -1.749 4.054 0.789 10.761 8 1.136 1.082 0 0 0 1.322 3 0 1 0 2.534 0.0 0 22.449 1.13 0 4 0 0 4.276 3.152 0 9.574 2 4 0 -4.783 3.1253 2 0 0 0 2 46.7 1 0 0 0.0 3.439 1.187 9.668 0 1.012 1.103 0 0 0 1.346 1 0 1 0 2.222 -0.025 0 0.0 1.358 0 1 0 0 3.927 2.34 0 8.78 0 2 0 -4.912 3.2934 0 0 1 0 3 40.0 2 0 4 0.0 3.087 0.881 9.863 0 0.976 1.129 0 0 0 1.285 1 0 0 0 2.264 -0.024 0 0.0 0.95 0 1 2 2 3.72 2.111 1 8.103 0 0 0 -4.732 3.2417 0 0 2 0 2 37.5 0 0 4 0.0 2.997 0.875 9.579 0 0.991 1.14 0 0 0 1.25 1 0 0 0 2.194 0.045 0 0.0 0.854 0 2 4 4 3.655 2.417 2 7.973 0 0 0 -4.596 3.1276 0 0 2 0 2 41.2 1 0 2 0.0 2.984 0.875 9.54 0 0.979 1.127 0 0 0 1.291 1 0 0 0 2.175 0.043 0 0.0 1.069 0 1 2 2 3.632 2.167 1 7.954 0 0 0 -4.562 3.1562 1 0 1 0 2 42.9 0 0 2 0.0 3.202 0.875 9.54 0 1.005 1.121 0 0 0 1.308 1 0 1 0 2.17 0.045 0 0.0 1.14 0 2 2 2 3.87 2.431 1 8.463 0 1 0 -5.029 3.5846 0 0 2 0 3 40.0 2 2 3 0.0 3.356 1.16 10.122 4 1.015 1.129 0 1 0 1.26 1 0 0 0 2.318 -0.008 0 20.759 1.572 0 1 2 0 3.882 2.818 1 8.586 0 0 0 -4.782 3.1979 1 0 1 0 2 41.2 1 2 2 0.0 3.507 1.273 9.947 4 1.043 1.124 0 1 0 1.26 1 0 1 0 2.251 -0.008 0 20.346 1.951 0 1 2 0 3.848 2.995 1 8.81 0 1 0 -5.004 3.5241 3 1 3 0 4 37.5 0 0 4 0.0 3.71 1.16 10.116 0 1.052 1.13 1 0 0 1.319 1 0 1 0 2.327 -0.008 0 0.0 1.268 0 4 3 3 4.102 2.682 2 9.166 0 3 0 -5.318 3.1083 0 0 0 1 2 40.0 3 1 0 0.0 3.272 1.16 10.388 2 0.981 1.125 0 0 0 1.263 1 0 0 0 2.318 -0.007 0 0.0 1.782 0 1 0 1 3.702 2.235 0 8.244 0 0 0 -4.807 3.2498 0 0 0 0 3 42.1 2 1 0 0.0 3.1 0.881 9.833 3 0.987 1.12 0 0 0 1.275 1 0 0 0 2.246 -0.024 0 0.0 1.06 0 1 0 1 3.711 2.333 0 8.114 0 0 0 -4.642 3.1871 0 0 1 0 2 38.9 0 1 2 0.0 3.105 1.187 9.631 2 0.998 1.132 0 0 0 1.231 1 0 0 0 2.2 -0.025 0 0.0 1.487 0 2 2 2 3.648 2.315 1 8.042 0 0 0 -4.965 3.6579 1 0 1 0 3 40.0 0 3 2 0.0 3.528 1.16 10.099 6 1.078 1.127 0 1 0 1.237 1 0 1 0 2.305 -0.008 0 20.322 1.553 0 3 2 1 3.972 3.374 1 8.899 0 1 0 -5.365 3.1068 0 0 0 1 1 39.1 2 2 0 0.0 3.287 1.455 10.315 5 0.998 1.127 0 0 0 1.217 1 0 0 0 2.315 -0.008 0 0.0 1.897 0 0 0 1 3.657 2.402 0 8.196 0 0 0 -4.783 3.2813 1 0 2 0 2 53.8 0 0 2 0.0 3.333 1.187 9.668 0 1.015 1.098 0 0 0 1.363 1 0 1 0 2.222 -0.026 0 0.0 1.358 0 1 1 0 3.925 2.66 1 8.631 0 1 0 -4.0 2.2857 0 0 0 0 0 40.0 0 0 0 0.0 2.914 0.0 8.908 0 0.965 1.125 0 0 0 1.295 1 0 0 0 2.0 0.039 0 0.0 0.854 0 0 0 0 3.233 1.75 0 7.482 0 0 0 -4.679 2.2806 0 0 4 0 0 28.6 2 0 4 0.0 3.084 1.261 9.715 0 0.974 1.154 0 0 0 1.159 1 0 0 0 2.222 0.012 0 0.0 1.695 2 0 2 4 3.245 1.967 2 7.476 0 0 0 -4.825 2.4725 0 0 0 0 0 33.3 0 2 0 0.0 3.15 1.185 9.902 4 0.993 1.139 0 0 0 1.177 1 0 0 0 2.263 0.013 0 0.0 1.476 1 0 0 2 3.367 2.55 0 7.747 0 0 0 -5.509 2.1816 3 0 0 0 2 48.0 0 0 0 0.0 3.897 0.648 10.62 0 0.989 1.084 0 0 0 1.449 2 0 1 0 2.404 0.0 0 0.0 2.451 0 2 0 0 4.592 2.15 0 9.532 0 2 0 -5.2 3.1674 0 0 6 0 4 45.5 0 4 6 0.0 3.793 1.125 10.598 8 1.058 1.121 0 2 0 1.262 3 0 0 0 2.441 0.0 0 42.927 1.832 0 2 4 0 4.033 3.167 2 9.15 0 0 0 -5.103 2.7331 0 0 0 0 2 55.6 0 2 0 -0.185 3.46 0.73 10.265 6 1.017 1.092 0 0 0 1.294 3 0 0 0 2.393 -0.002 0 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4 0.989 1.095 0 0 0 1.313 2 0 0 0 2.307 -0.001 0 11.846 2.627 0 0 0 0 3.755 2.286 0 8.63 0 0 0 -4.641 3.0954 0 0 4 0 2 57.1 0 0 4 0.0 3.292 1.261 9.714 0 1.006 1.101 0 0 0 1.35 1 0 0 0 2.214 0.015 0 0.0 1.783 0 0 2 0 3.726 2.833 2 8.435 0 0 0 -5.267 3.9658 4 0 4 0 6 57.1 0 0 4 0.0 4.005 1.197 10.51 0 1.099 1.085 0 0 0 1.402 1 0 1 0 2.438 0.001 0 0.0 1.254 0 4 2 0 4.254 3.103 2 9.543 0 4 0 -4.869 3.0922 2 0 4 0 3 36.0 0 2 4 -0.393 3.83 1.831 10.363 2 1.037 1.135 0 0 0 1.25 1 0 1 0 2.296 -0.001 0 11.353 3.18 0 3 3 1 4.051 2.659 2 9.113 0 2 0 -5.387 2.1249 5 0 7 0 9 44.2 0 5 6 -0.656 4.622 0.824 11.344 12 1.056 1.108 0 0 0 1.296 3 0 1 0 2.42 0.0 0 35.742 5.31 0 9 4 3 4.741 2.823 2 10.284 0 4 0 -4.994 3.2017 0 0 2 0 2 37.5 2 2 1 -0.425 3.582 1.805 10.269 6 0.995 1.132 0 0 0 1.221 1 0 0 0 2.322 -0.001 0 11.111 2.668 0 1 0 1 3.713 2.322 1 8.49 0 0 0 -4.975 3.2319 0 0 2 0 2 37.9 2 2 1 -0.432 3.525 1.733 10.222 6 0.998 1.132 0 0 0 1.222 1 0 0 0 2.311 0.001 0 11.023 2.571 0 1 0 1 3.713 2.381 1 8.464 0 0 0 -4.872 3.4872 0 0 2 0 3 47.4 1 2 5 0.0 3.533 1.604 10.05 2 1.033 1.118 0 0 0 1.275 1 0 0 0 2.294 -0.002 0 19.925 2.223 0 2 4 0 3.783 2.923 2 8.667 0 0 0 -4.499 2.125 0 0 0 0 0 33.3 1 0 0 0.0 2.843 1.125 9.311 0 0.961 1.138 0 0 0 1.199 1 0 0 0 2.136 0.034 0 0.0 1.481 1 0 0 0 3.15 1.542 0 7.158 0 0 0 -4.0 2.0 0 0 0 0 0 33.3 0 0 0 0.0 2.565 0.0 8.623 0 0.961 1.138 0 0 0 1.167 1 0 0 0 2.0 0.103 0 0.0 0.667 0 0 0 0 3.003 1.5 0 6.76 0 0 0 -4.0 2.2551 0 0 0 0 0 37.5 0 0 0 0.0 2.618 0.0 8.623 0 0.964 1.13 0 0 0 1.226 1 0 0 0 2.0 0.112 0 0.0 0.667 0 0 0 0 3.175 1.667 0 7.081 0 0 0 -5.236 2.8937 6 0 0 0 0 33.3 0 0 0 0.0 5.031 0.799 10.434 0 1.043 1.091 0 0 0 1.534 1 1 1 0 2.414 0.004 1 0.0 0.873 0 0 0 0 6.951 2.155 0 13.179 0 6 0 -4.414 2.1712 1 0 0 0 0 33.3 0 0 0 0.0 2.995 0.802 9.183 0 0.979 1.135 0 0 0 1.23 1 0 1 0 2.101 -0.064 0 0.0 0.975 0 0 0 0 3.658 1.849 0 7.988 0 1 0 -4.814 2.5137 4 0 0 0 0 33.3 0 0 0 0.0 4.816 0.827 10.135 0 0.999 1.112 0 0 0 1.457 1 1 0 0 2.247 0.003 1 0.0 1.244 0 0 0 0 6.915 1.861 0 12.953 0 4 0 -5.401 3.3983 6 0 0 0 6 34.6 3 1 0 0.0 4.883 2.184 11.058 5 0.998 1.12 0 0 0 1.391 1 0 1 0 2.466 0.0 0 0.0 3.079 0 6 0 0 10.323 2.159 0 14.019 0 5 0 -5.276 3.4588 2 0 1 0 3 31.0 1 5 3 0.0 3.931 1.693 10.742 12 1.038 1.127 0 1 0 1.273 1 0 0 0 2.357 0.0 0 21.265 3.021 0 2 2 0 4.702 2.822 1 9.707 0 0 0 -5.236 3.8407 5 0 0 0 6 46.2 0 1 0 0.0 5.017 0.799 10.434 2 1.086 1.051 0 0 0 1.542 1 1 0 0 2.414 0.004 1 0.0 0.873 0 6 0 1 6.982 2.479 0 13.184 0 5 0 -5.459 3.6981 0 0 0 2 4 37.5 6 3 0 -1.093 3.762 1.162 11.1 8 0.993 1.13 0 0 0 1.233 1 0 0 0 2.467 0.0 0 11.22 1.737 0 1 0 2 3.883 2.546 0 8.814 0 0 0 -5.295 3.5985 5 0 0 0 4 35.7 0 4 0 -0.016 4.233 1.846 10.866 11 1.063 1.116 0 0 0 1.297 1 0 1 0 2.394 0.0 0 11.888 3.082 0 3 0 0 4.432 2.794 0 9.894 0 4 0 -4.868 2.343 0 0 0 0 3 50.0 1 0 0 0.0 3.542 0.816 10.187 0 0.971 1.104 0 0 0 1.322 2 0 0 0 2.307 -0.001 0 0.0 2.434 0 0 0 0 3.738 1.893 0 8.539 0 0 0 -5.114 2.4193 0 0 0 0 4 47.1 3 0 0 0.0 3.66 0.703 10.497 0 0.969 1.11 0 0 0 1.324 2 0 0 0 2.374 0.0 0 0.0 2.706 0 0 0 0 3.771 1.875 0 8.682 0 0 0 -4.732 2.1649 0 0 2 0 4 44.8 0 0 4 0.0 3.617 0.648 10.3 0 0.983 1.12 0 0 0 1.293 2 0 0 0 2.275 0.0 0 0.0 3.095 0 2 4 4 3.694 2.144 2 8.636 0 0 0 -5.611 2.1018 0 0 0 1 4 45.0 0 2 0 0.0 3.889 0.548 10.936 4 0.987 1.114 0 0 0 1.259 3 0 0 0 2.488 0.0 0 0.0 2.321 0 2 0 2 3.787 2.171 0 8.859 0 0 0 -4.961 2.4328 2 0 0 0 6 48.1 0 2 0 0.0 3.947 0.732 10.578 6 1.022 1.104 0 0 0 1.305 2 0 1 0 2.349 0.0 0 0.0 3.001 0 4 0 2 3.939 2.572 0 9.249 0 2 0 -5.221 2.7448 6 0 0 0 10 48.1 0 2 0 0.0 4.379 0.74 10.991 6 1.07 1.095 0 0 0 1.336 2 0 1 0 2.449 0.0 0 0.0 3.068 0 8 0 2 4.183 2.802 0 9.891 0 6 0 -4.887 2.291 2 0 2 0 6 44.8 0 0 4 0.0 3.936 0.732 10.577 0 1.005 1.116 0 0 0 1.32 2 0 1 0 2.329 0.0 0 0.0 3.219 0 4 4 4 3.954 2.337 2 9.239 0 2 0 -5.415 2.605 0 0 0 2 8 40.4 8 2 0 0.0 4.08 1.006 11.361 8 0.979 1.124 0 0 0 1.277 2 0 0 0 2.459 0.0 0 0.0 3.688 0 2 0 2 3.872 2.133 0 9.14 0 0 0 -4.887 1.7855 0 0 2 0 0 31.9 2 0 6 0.0 3.616 0.732 10.577 0 0.97 1.145 0 0 0 1.211 2 0 0 0 2.329 0.0 0 0.0 3.219 4 0 4 4 3.374 1.794 2 8.174 0 0 0 -5.511 2.4453 0 0 0 1 4 45.5 2 2 0 0.0 3.741 0.732 10.806 4 0.992 1.113 0 0 0 1.271 2 0 0 0 2.42 0.0 0 0.0 2.731 0 2 0 2 3.785 2.348 0 8.784 0 0 0 -5.076 1.9467 0 0 0 0 4 42.0 1 3 0 -0.185 4.049 2.094 10.679 10 0.989 1.121 0 0 0 1.25 2 0 0 0 2.372 0.0 0 12.363 5.623 0 2 0 1 3.827 2.222 0 8.963 0 0 0 -5.656 2.6715 2 0 0 1 4 45.7 1 3 0 -0.741 4.116 1.33 10.978 9 1.02 1.11 0 0 0 1.279 2 0 1 0 2.481 0.0 0 12.298 2.211 0 2 0 1 3.944 2.562 0 9.362 0 2 0 -5.534 2.6742 4 0 0 1 8 45.5 2 2 0 0.0 5.001 0.74 11.131 4 1.019 1.094 0 0 0 1.4 2 1 0 0 2.475 0.0 1 0.0 2.978 0 6 0 2 6.896 2.361 0 12.971 0 4 0 -5.003 2.9434 0 0 3 0 3 50.0 0 0 3 0.0 3.347 0.629 10.084 0 0.982 1.108 0 0 0 1.321 3 0 0 0 2.351 0.004 0 0.0 1.075 0 1 2 2 3.876 2.091 1 8.48 0 0 0 -5.097 2.9965 0 0 6 0 4 45.5 0 0 6 0.0 3.429 0.73 10.265 0 0.988 1.121 0 0 0 1.301 3 0 0 0 2.39 -0.002 0 0.0 1.128 0 2 4 4 3.918 2.222 2 8.577 0 0 0 -5.119 3.0152 0 0 6 0 4 45.5 0 0 6 0.0 3.429 0.73 10.265 0 0.988 1.121 0 0 0 1.302 3 0 0 0 2.394 -0.002 0 0.0 1.098 0 2 4 4 3.921 2.222 2 8.577 0 0 0 -4.933 2.0578 0 0 3 0 4 53.3 0 0 4 0.0 3.772 0.0 10.465 0 0.98 1.1 0 0 0 1.34 4 0 0 1 2.359 0.0 0 0.0 3.08 0 2 4 1 3.865 1.951 1 8.875 0 0 0 -5.177 3.0834 2 0 0 0 5 52.6 0 1 0 0.0 3.754 0.773 10.418 3 1.027 1.093 0 0 0 1.337 3 0 1 0 2.426 0.001 0 0.0 1.085 0 3 0 1 4.122 2.504 0 9.163 0 2 0 -4.861 2.4143 0 0 0 0 2 45.5 0 0 0 0.0 3.186 0.0 9.863 0 0.968 1.113 0 0 0 1.3 3 0 0 0 2.303 -0.007 0 0.0 1.047 0 0 0 0 3.657 1.733 0 8.069 0 0 0 -4.802 2.1315 0 0 0 0 0 42.9 0 0 0 0.0 3.065 0.0 9.805 0 0.967 1.119 0 0 0 1.308 3 0 0 0 2.323 0.012 0 0.0 0.95 2 0 0 0 3.466 1.685 0 7.805 0 0 0 -4.783 2.289 0 0 0 0 0 42.9 1 0 0 1.669 3.072 1.057 9.982 0 0.967 1.119 0 0 0 1.324 3 0 0 0 2.413 0.012 0 0.0 1.358 2 0 0 0 3.594 1.704 0 7.933 0 0 0 -5.0 2.039 0 0 0 0 0 45.5 0 0 0 0.0 3.196 0.0 10.284 0 0.968 1.113 0 0 0 1.35 6 0 0 0 2.518 0.003 0 0.0 0.912 4 0 0 0 3.633 1.633 0 8.066 0 0 0 -5.352 2.4062 0 0 3 0 5 53.8 0 2 3 -0.309 3.801 0.682 10.784 8 1.011 1.099 0 0 0 1.298 6 0 0 0 2.518 0.0 0 24.44 1.322 0 1 2 2 3.966 2.569 1 8.965 0 0 0 -4.88 2.4429 0 0 0 0 4 50.0 0 2 0 0.0 3.578 0.673 10.289 4 1.003 1.104 0 0 0 1.277 2 0 0 0 2.316 -0.001 0 0.0 2.38 0 2 0 2 3.767 2.476 0 8.634 0 0 0 -5.393 2.1651 0 0 0 1 2 47.4 2 0 0 1.199 3.776 0.662 10.741 0 0.969 1.109 0 0 0 1.317 2 0 0 0 2.366 0.0 0 0.0 3.601 0 0 0 0 3.697 1.931 0 8.77 0 0 0 -5.124 1.6801 0 0 0 0 8 42.3 4 4 0 0.0 4.148 0.596 11.063 10 0.996 1.12 0 0 0 1.234 4 0 0 0 2.437 0.0 0 0.0 3.93 0 2 0 0 3.882 2.0 0 9.237 0 0 0 -4.835 2.2543 0 0 3 0 3 53.8 0 0 4 0.0 3.666 0.0 10.423 0 0.982 1.099 0 0 0 1.354 4 0 0 1 2.417 0.0 0 0.0 2.345 0 0 4 1 3.942 1.944 1 8.839 0 0 0 -4.802 2.6247 0 0 4 0 2 39.1 0 2 9 -0.538 3.601 1.489 10.297 3 1.027 1.137 0 0 0 1.245 3 0 0 1 2.386 -0.001 0 10.865 2.684 0 0 4 2 3.936 2.512 3 8.751 0 0 0 -4.931 2.9714 0 0 3 0 3 41.2 0 2 6 0.0 3.507 1.028 10.239 4 1.05 1.137 0 1 0 1.273 3 0 0 1 2.375 -0.002 0 20.668 1.723 0 1 6 1 3.966 2.875 3 8.841 0 0 0 -4.499 3.0701 0 0 1 0 0 46.7 0 0 1 0.0 3.013 1.125 9.311 0 0.984 1.116 0 0 0 1.299 1 0 0 0 2.136 0.045 0 0.0 1.481 0 0 2 0 3.599 2.208 1 7.964 0 0 0 -4.414 3.2496 0 0 1 0 0 38.5 0 0 3 0.0 2.883 0.802 9.183 0 0.998 1.141 0 0 0 1.253 1 0 0 0 2.101 -0.081 0 0.0 0.975 0 0 3 2 3.587 2.381 2 7.838 0 0 0 -4.414 3.201 0 0 0 0 0 38.5 0 0 3 0.0 2.883 0.802 9.183 0 0.998 1.141 0 0 0 1.252 1 0 0 0 2.101 -0.081 0 0.0 0.975 0 1 4 2 3.579 2.381 2 7.834 0 0 0 -4.414 3.223 0 0 1 0 0 38.5 0 0 2 0.0 2.883 0.802 9.183 0 0.998 1.141 0 0 0 1.256 1 0 0 0 2.101 -0.081 0 0.0 0.975 0 1 4 2 3.581 2.381 2 7.834 0 0 0 -5.003 3.0607 0 0 1 0 3 50.0 0 1 3 0.0 3.367 0.629 10.084 2 1.004 1.109 0 0 0 1.295 3 0 0 0 2.351 0.004 0 0.0 1.075 0 1 3 1 3.895 2.364 1 8.515 0 0 0 -5.047 2.2477 1 0 2 0 4 52.2 0 0 4 0.0 3.678 0.0 10.4 0 0.988 1.09 0 0 0 1.366 6 0 0 1 2.414 0.0 0 0.0 1.443 0 4 4 1 4.046 1.929 1 8.933 0 0 0 -5.29 3.4786 2 0 1 0 0 30.0 5 3 6 0.0 3.963 1.958 10.77 8 1.002 1.136 0 0 0 1.263 1 0 0 0 2.36 0.0 0 0.0 3.196 0 0 5 0 4.699 2.227 2 9.633 0 0 0 -5.0 2.2838 0 0 6 0 4 41.5 0 0 8 0.556 3.887 1.048 10.745 0 0.982 1.128 0 0 0 1.281 2 0 0 0 2.358 0.0 0 0.0 3.585 0 2 6 1 3.796 2.067 3 8.919 0 0 0 -4.802 2.3043 3 0 1 0 2 45.0 0 0 4 0.0 3.86 1.632 10.181 0 1.01 1.079 0 0 0 1.438 3 0 0 0 2.38 -0.001 0 0.0 3.108 0 0 2 0 4.346 2.25 2 9.455 0 0 0 -5.775 1.4888 0 0 5 1 10 47.9 1 3 9 -0.314 4.579 0.42 11.693 14 0.992 1.111 0 0 0 1.286 11 0 0 1 2.666 0.0 0 13.296 3.124 1 5 8 1 4.026 2.024 2 9.653 1 0 0 -4.837 3.2718 1 0 6 0 0 28.1 3 0 13 0.0 3.665 1.621 10.229 0 0.996 1.153 0 0 0 1.232 1 0 0 0 2.307 -0.001 0 0.0 2.315 0 0 3 2 3.939 2.111 5 8.797 0 0 0 -4.985 2.5536 0 0 3 0 3 50.0 0 0 3 0.0 3.49 0.569 10.158 0 0.98 1.107 0 0 0 1.313 2 0 0 0 2.327 0.001 0 0.0 2.096 0 1 2 2 3.765 2.077 1 8.528 0 0 0 -4.971 2.3195 2 0 0 0 3 52.0 0 0 0 0.0 3.837 0.648 10.338 0 0.998 1.095 0 0 0 1.352 2 0 1 0 2.322 0.0 0 0.0 2.758 0 1 0 0 3.926 2.17 0 9.118 0 2 0 -3.618 3.2048 1 0 0 0 0 44.4 0 0 0 0.0 2.816 0.0 8.412 0 0.983 1.083 0 0 0 1.476 1 0 0 0 2.0 -0.214 0 0.0 0.579 0 0 0 0 4.034 1.967 0 8.415 0 0 0 -5.0 3.5426 3 0 0 1 0 25.0 2 0 0 0.0 3.224 0.722 9.657 0 1.078 1.135 0 0 1 1.366 0 0 0 0 2.0 0.389 0 0.0 0.8 0 0 0 0 4.227 3.117 0 8.859 0 3 0 -5.345 6.9923 0 0 0 1 0 32.7 8 8 0 -1.343 4.603 2.936 11.367 32 0.988 1.14 0 0 0 1.18 0 0 0 0 2.361 0.0 0 52.856 3.435 0 0 0 0 3.563 2.25 0 9.275 0 0 0 -3.978 2.9644 0 0 1 0 0 32.8 1 1 1 0.0 3.799 3.44 9.762 1 0.971 1.141 0 0 0 1.207 0 0 0 0 1.98 0.0 0 9.874 8.527 0 0 1 0 3.359 1.905 1 8.252 0 0 1 -4.17 3.3271 1 1 0 0 0 10.0 0 0 0 0.116 2.767 0.971 8.597 0 1.027 1.183 1 0 0 1.193 0 0 0 0 1.848 0.419 0 0.0 1.542 0 0 1 5 3.849 3.167 3 8.14 0 0 0 -5.382 3.4093 0 0 0 2 2 44.4 2 0 0 0.0 3.648 1.197 10.84 0 1.139 1.229 0 0 2 1.046 1 0 0 0 2.381 0.001 0 0.0 2.219 0 0 0 0 3.809 4.417 0 8.673 0 6 0 -4.796 3.4398 0 0 2 0 2 37.5 0 2 4 0.0 3.288 1.185 9.882 4 1.039 1.14 0 1 0 1.224 1 0 0 0 2.243 0.015 0 20.206 1.686 0 2 4 2 3.837 3.133 2 8.506 0 0 0 -4.923 3.5834 0 0 1 0 2 40.0 0 3 2 0.0 3.299 1.185 9.911 6 1.057 1.13 0 1 0 1.213 1 0 0 0 2.267 0.015 0 20.135 1.563 0 2 2 1 3.861 3.333 1 8.518 0 0 0 -4.782 3.3148 0 0 1 0 2 38.9 0 3 2 0.0 3.37 1.273 9.947 6 1.041 1.132 0 1 0 1.211 1 0 0 0 2.251 -0.008 0 20.331 1.951 0 2 2 0 3.834 2.985 1 8.549 0 0 0 -4.965 3.6023 0 0 2 0 3 38.9 1 3 2 0.0 3.375 1.16 10.099 6 1.041 1.132 0 1 0 1.218 1 0 0 0 2.305 -0.008 0 20.439 1.553 0 2 2 1 3.882 3.182 1 8.601 0 0 0 -4.856 3.0864 2 0 0 0 3 42.1 0 3 0 -1.05 3.735 1.662 10.15 2 1.061 1.115 0 0 0 1.249 1 0 1 0 2.281 -0.002 0 10.157 2.83 0 3 0 1 4.009 2.991 0 9.053 0 2 0 -5.372 2.8994 1 0 3 0 1 34.5 1 2 3 0.0 3.649 2.108 10.403 6 1.001 1.129 0 0 0 1.249 1 0 0 0 2.327 0.001 0 23.192 3.163 0 1 2 1 4.705 2.542 1 9.481 0 0 0 -5.516 2.7057 1 0 2 0 4 41.4 0 2 4 0.0 3.872 0.732 10.806 8 1.012 1.118 0 0 0 1.29 2 0 0 0 2.426 0.0 0 24.454 2.676 0 4 4 4 4.738 2.681 2 9.664 0 0 0 -4.862 3.0744 2 0 3 0 3 37.5 0 1 5 -0.205 3.772 1.618 10.32 3 1.025 1.132 0 0 0 1.283 1 0 1 0 2.292 0.001 0 11.247 2.902 0 3 2 1 4.051 2.599 2 9.082 0 2 0 -4.845 2.3287 2 1 6 0 4 46.2 0 0 8 0.0 3.89 0.625 10.367 0 1.01 1.114 1 0 0 1.32 2 0 1 0 2.285 0.0 0 0.0 3.574 0 4 6 2 3.929 2.243 2 9.172 0 2 0 -5.014 2.3207 0 0 0 0 4 56.5 0 0 0 0.0 3.508 0.0 10.384 0 0.975 1.09 0 0 0 1.355 6 0 0 0 2.469 -0.001 0 0.0 1.305 0 0 0 0 3.866 1.859 0 8.609 0 0 0 -5.188 2.6152 3 0 2 1 2 45.0 0 2 2 -1.233 3.998 1.274 10.841 6 1.082 1.116 0 0 0 1.287 3 0 0 0 2.497 0.0 0 23.37 2.276 0 0 3 0 4.257 3.123 1 9.436 0 3 0 -5.715 2.0229 0 0 4 1 7 43.3 0 2 6 -0.299 4.337 0.971 11.472 9 0.991 1.122 0 0 0 1.275 5 0 0 0 2.617 0.0 0 13.096 2.313 1 3 6 0 3.97 2.099 3 9.415 1 0 0 -5.414 2.419 1 2 11 1 7 42.5 4 1 12 0.0 4.094 0.917 11.157 3 1.001 1.124 0 0 0 1.303 4 0 1 1 2.489 0.0 0 0.0 2.907 0 3 10 1 4.065 2.229 3 9.38 0 1 0 -4.593 2.3348 0 0 0 0 0 29.6 2 1 2 0.0 3.098 1.461 9.665 0 0.981 1.149 0 0 0 1.17 1 0 0 0 2.175 0.012 0 0.0 2.298 0 0 3 0 3.265 1.833 1 7.58 0 0 0 -4.768 2.808 1 0 2 0 0 33.3 1 1 3 1.18 3.423 1.455 9.921 2 1.007 1.133 0 0 0 1.278 1 0 0 0 2.262 -0.008 0 10.844 1.945 0 0 3 2 3.904 2.515 2 8.644 0 0 0 -5.115 1.9359 0 0 6 0 4 53.3 0 2 6 0.355 3.962 0.548 10.947 6 1.013 1.103 0 0 0 1.3 6 0 0 0 2.529 0.0 0 24.736 2.583 0 2 8 2 3.945 2.417 2 9.123 0 0 0 -5.28 2.0284 1 0 3 0 4 54.5 0 3 5 -0.647 4.44 0.636 11.127 10 1.022 1.092 0 0 0 1.327 6 1 0 0 2.551 0.0 1 25.24 2.585 1 2 4 1 6.881 2.525 1 11.664 0 1 0 -5.054 2.3939 2 1 8 0 6 42.9 0 2 16 0.0 4.393 1.709 10.966 4 1.032 1.128 0 1 0 1.289 2 0 1 0 2.374 0.0 0 21.618 5.285 0 6 14 0 4.09 2.758 6 9.674 0 2 0 -5.003 2.6389 1 1 12 0 6 37.1 3 7 15 -1.11 4.549 1.969 11.22 8 1.03 1.137 0 1 0 1.218 2 0 1 0 2.38 0.0 0 56.27 4.828 0 6 15 1 3.992 2.753 5 9.692 0 1 0 -5.421 1.9985 1 0 4 0 9 52.6 0 4 3 -0.848 4.52 0.638 11.207 15 1.025 1.097 0 0 0 1.305 7 1 0 0 2.558 0.0 1 25.591 3.126 0 5 2 3 6.879 2.561 1 11.671 0 1 0 -5.468 2.0989 0 0 7 0 9 50.0 0 6 8 -1.693 4.31 0.82 11.288 18 1.04 1.108 0 1 0 1.261 7 0 0 1 2.583 0.0 0 48.901 2.801 0 5 6 3 4.061 2.887 2 9.531 0 0 0 -5.32 2.628 0 0 2 1 2 42.9 3 0 3 1.361 3.454 0.773 10.617 0 0.975 1.122 0 0 0 1.3 3 0 0 0 2.428 0.001 0 0.0 1.204 1 1 5 1 3.792 1.904 1 8.475 0 0 0 -4.0 2.8657 3 0 0 0 0 20.0 1 0 0 0.0 3.134 0.811 8.318 0 1.148 1.132 0 0 0 1.376 0 0 0 0 1.732 -0.636 0 0.0 1.0 0 0 0 0 4.118 3.417 0 8.732 0 3 0 -3.414 2.1303 2 0 0 0 0 25.0 2 0 0 0.0 4.047 1.0 7.408 0 1.014 1.116 0 0 0 1.5 0 1 0 0 1.618 -0.501 0 0.0 1.707 0 0 0 0 6.901 2.125 0 12.252 0 2 0 -4.303 3.0128 3 0 0 0 0 27.3 2 0 0 0.0 3.295 1.459 8.815 0 1.046 1.136 0 0 0 1.28 0 0 1 0 1.932 -0.226 0 0.0 1.745 0 0 0 0 3.819 2.778 0 8.704 0 3 0 -4.517 2.7655 0 0 1 0 1 40.0 1 0 2 0.0 3.073 1.409 9.391 0 0.976 1.129 0 0 0 1.264 1 0 0 0 2.149 -0.024 0 0.0 2.036 0 1 3 1 3.562 1.963 1 7.899 0 0 0 -5.461 2.7306 0 0 7 2 0 29.4 4 0 5 0.0 3.271 1.124 10.724 0 0.972 1.151 0 0 0 1.2 1 0 0 0 2.412 0.003 0 0.0 1.306 0 0 3 4 3.487 1.986 2 7.935 0 0 0 -5.018 2.6755 0 0 0 0 4 50.0 0 4 0 -1.992 3.746 1.125 10.568 8 1.035 1.104 0 0 0 1.254 3 0 0 0 2.396 0.0 0 21.451 2.158 0 0 0 2 3.919 3.0 0 8.915 0 0 0 -4.802 2.6956 1 0 2 0 2 43.8 0 0 4 0.682 3.385 0.664 10.012 0 1.003 1.109 0 0 0 1.351 3 0 0 0 2.364 -0.007 0 0.0 1.146 0 2 4 2 3.945 2.167 2 8.71 0 0 0 -5.014 2.6689 1 0 0 0 4 57.1 0 0 0 0.0 3.647 0.0 10.384 0 0.981 1.075 0 0 0 1.419 6 0 0 0 2.469 -0.001 0 0.0 1.305 0 0 0 0 4.345 1.885 0 9.171 0 0 0 -4.303 3.3609 1 0 0 0 0 30.0 0 0 2 0.0 2.965 0.862 9.067 0 1.016 1.133 0 0 0 1.35 1 0 0 0 2.115 0.139 0 0.0 0.956 0 0 1 2 4.123 2.417 2 8.563 0 0 0 -5.697 2.6497 0 0 6 1 1 41.4 1 3 6 -1.903 3.768 0.972 10.864 10 1.021 1.128 0 0 0 1.235 2 0 0 0 2.511 0.0 0 35.007 1.861 0 0 2 2 3.82 2.789 2 8.806 0 0 0 -5.359 4.2584 0 0 0 3 0 32.0 9 0 0 0.0 3.51 1.842 10.987 0 0.96 1.141 0 0 0 1.256 0 0 0 0 2.314 -0.001 0 0.0 3.775 0 0 0 0 3.423 1.724 0 8.212 0 0 0 -5.0 3.1241 0 0 0 1 0 25.0 3 0 0 0.0 2.388 0.722 9.657 0 0.97 1.161 0 0 0 1.176 0 0 0 0 2.0 0.325 0 0.0 0.8 0 0 3 2 3.224 2.25 1 7.03 0 0 0 -4.214 2.904 0 0 2 0 0 22.2 1 0 0 0.0 2.565 1.459 8.755 0 0.979 1.171 0 0 0 1.143 0 0 0 0 1.902 -0.213 0 0.0 2.052 0 0 2 2 3.07 2.167 2 6.918 0 0 0 -3.802 2.6771 0 0 2 0 0 20.0 2 0 0 0.0 2.715 1.95 8.394 0 0.986 1.179 0 0 0 1.083 0 0 0 0 1.848 0.131 0 0.0 2.885 0 0 4 5 2.937 2.357 3 6.869 0 0 0 -3.902 2.906 0 0 4 0 0 21.4 2 0 0 0.0 3.063 2.322 8.881 0 0.985 1.175 0 0 0 1.104 0 0 0 0 1.919 -0.024 0 0.0 4.086 0 0 6 6 2.995 2.2 4 7.275 0 0 0 -5.086 3.6943 0 0 0 1 0 25.0 3 2 0 0.0 2.62 0.918 9.771 3 1.005 1.156 0 0 0 1.104 0 0 0 0 2.074 -0.23 0 0.0 1.372 0 0 0 1 3.31 2.792 0 7.266 0 0 0 -3.802 2.7037 0 0 1 0 0 21.1 2 1 0 0.0 2.734 1.95 8.394 0 0.997 1.173 0 0 0 1.071 0 0 0 0 1.848 0.136 0 0.0 2.885 0 0 3 4 2.946 2.643 2 6.907 0 0 0 -3.973 2.8789 1 0 0 0 0 31.6 2 0 0 0.0 3.744 3.301 9.649 0 0.963 1.137 0 0 0 1.238 0 0 0 0 1.975 0.0 0 0.0 7.718 0 0 0 0 3.349 1.617 0 8.202 0 0 0 -4.214 4.0251 0 0 0 0 0 20.0 0 0 3 -0.197 2.752 1.459 8.755 0 1.041 1.199 0 0 0 1.171 0 0 0 0 1.902 -0.277 0 0.0 2.052 0 0 0 4 3.496 3.528 4 7.753 0 0 0 -4.5 3.9147 4 0 0 0 0 31.3 3 0 0 0.0 4.566 3.777 10.56 0 0.963 1.133 0 0 0 1.271 0 0 0 0 2.121 0.0 0 0.0 7.395 0 0 0 0 4.527 1.552 0 9.639 0 0 0 -5.259 4.7145 1 0 0 0 0 23.1 3 4 0 0.0 3.375 1.868 10.091 9 1.014 1.149 0 0 0 1.165 0 0 0 0 2.236 0.015 0 11.347 1.836 0 0 0 0 4.415 2.619 0 9.008 0 0 0 -5.236 4.6932 1 0 0 0 0 17.6 0 4 0 0.0 3.144 1.406 9.967 9 1.041 1.155 0 0 0 1.136 0 0 0 0 2.189 -0.09 0 10.653 1.309 0 0 0 0 4.421 3.038 0 8.962 0 0 0 -5.271 5.431 1 0 0 0 0 30.0 6 4 0 0.0 4.187 2.826 10.853 15 0.978 1.142 0 0 0 1.194 0 0 0 0 2.298 0.0 0 13.429 3.847 0 0 0 0 4.416 1.959 0 9.317 0 0 0 -5.262 3.6865 2 0 0 0 0 30.5 3 0 0 0.0 3.88 2.733 10.387 0 0.962 1.135 0 0 0 1.299 0 0 1 0 2.257 0.0 0 0.0 3.441 0 0 0 0 4.278 1.665 0 9.024 0 1 0 -4.807 3.2576 0 0 2 0 3 36.8 1 0 5 0.0 3.099 0.881 9.833 0 0.986 1.14 0 0 0 1.254 1 0 0 0 2.246 -0.025 0 0.0 1.06 0 2 4 4 3.709 2.333 2 8.111 0 0 0 -4.807 3.2147 0 0 2 0 3 40.0 2 0 3 0.0 3.087 0.881 9.833 0 0.976 1.129 0 0 0 1.288 1 0 0 0 2.246 -0.024 0 0.0 1.06 0 1 2 2 3.704 2.111 1 8.099 0 0 0 -4.83 2.1379 0 0 2 0 4 41.5 0 0 4 0.0 3.819 1.039 10.623 0 0.977 1.126 0 0 0 1.287 2 0 0 0 2.311 0.0 0 0.0 3.774 0 2 4 0 3.718 1.904 2 8.803 0 0 0 -4.882 3.2197 0 0 2 0 2 39.1 0 2 2 -0.89 3.399 1.258 10.136 4 1.008 1.13 0 0 0 1.221 1 0 0 0 2.288 0.004 0 10.557 2.011 0 1 2 1 3.733 2.667 1 8.409 0 0 0 -5.201 3.8748 0 0 2 0 3 40.0 0 6 3 -3.157 3.707 1.254 10.498 12 1.092 1.129 0 1 0 1.174 1 0 0 0 2.404 -0.001 0 42.199 1.609 0 1 2 2 3.94 3.756 1 8.937 0 0 0 -5.489 1.8973 0 0 0 9 16 37.8 24 12 0 -2.385 5.293 0.927 12.609 40 0.988 1.129 0 0 0 1.236 4 0 0 0 2.467 0.0 0 56.39 5.365 0 4 0 4 3.897 2.266 0 10.292 0 0 0 -5.375 3.6618 1 0 1 0 3 33.3 1 3 2 0.0 3.564 1.124 10.524 6 1.033 1.129 0 0 0 1.235 1 0 0 0 2.368 0.004 0 21.363 1.671 0 2 2 3 4.74 3.16 1 9.542 0 0 0 -5.385 3.7456 2 0 2 0 4 33.3 1 3 2 0.0 3.745 1.084 10.644 6 1.048 1.126 0 0 0 1.258 1 0 1 0 2.396 -0.002 0 21.468 1.693 0 3 2 3 4.742 3.207 1 9.697 0 1 0 -5.511 2.6317 1 0 0 0 4 44.4 0 4 0 0.0 3.884 0.732 10.806 12 1.03 1.105 0 0 0 1.275 2 0 0 0 2.42 0.0 0 24.186 2.731 0 4 0 2 4.737 2.917 0 9.671 0 0 0 -5.016 2.2586 0 0 0 0 0 37.5 1 3 0 -0.589 3.389 0.799 10.366 8 1.012 1.13 0 0 0 1.195 3 0 0 0 2.441 -0.002 0 22.204 1.197 3 0 0 0 3.686 2.611 0 8.289 0 0 0 -4.694 1.7937 1 0 6 0 0 32.5 0 0 6 0.902 3.673 0.5 10.219 0 0.975 1.137 0 0 0 1.228 2 0 0 0 2.236 0.0 0 0.0 3.872 0 0 4 2 3.856 1.75 2 8.614 0 0 0 -5.665 1.9758 2 0 0 0 3 51.4 0 0 0 0.0 4.052 0.432 10.89 0 0.976 1.085 0 0 0 1.424 3 0 1 0 2.49 0.0 0 0.0 1.839 0 3 0 0 4.433 1.99 0 9.487 0 1 0 -5.307 3.0431 10 0 0 0 12 52.2 0 1 0 0.0 5.701 0.719 11.156 4 1.089 1.03 0 0 0 1.583 2 1 0 0 2.485 0.0 1 0.0 3.176 0 12 0 0 6.99 2.217 0 13.877 0 10 0 -5.493 2.107 0 0 0 6 18 40.0 21 3 0 0.0 4.889 0.97 12.308 12 0.974 1.125 0 0 0 1.283 4 0 0 0 2.525 0.0 0 0.0 3.898 0 3 0 3 3.956 2.0 0 9.962 0 0 0 -5.511 1.5321 0 0 2 2 6 48.4 4 0 4 0.0 4.328 0.541 11.432 0 0.973 1.108 0 0 0 1.315 4 0 0 1 2.431 0.0 0 0.0 5.586 0 2 4 1 3.805 1.903 1 9.379 0 0 0 -5.645 2.6483 0 0 0 1 2 48.3 0 3 0 -1.283 3.768 0.922 10.779 8 1.01 1.108 0 0 0 1.253 2 0 0 0 2.461 0.0 0 11.372 2.163 0 0 0 2 3.815 2.662 0 8.81 0 0 0 -5.392 2.6779 2 0 2 0 6 36.8 0 6 4 0.0 4.264 1.018 11.255 12 1.043 1.121 0 0 0 1.244 2 0 0 0 2.416 0.0 0 45.607 4.149 0 4 4 6 4.747 3.16 2 10.25 0 0 0 -5.35 2.0188 4 0 0 0 12 53.3 0 7 0 -5.135 4.7 0.899 11.524 18 1.062 1.092 0 0 0 1.297 6 0 1 0 2.522 0.0 0 49.639 5.027 0 4 0 2 4.18 2.932 0 10.094 2 4 0 -5.995 3.0045 6 0 0 3 0 39.1 0 4 0 -3.753 4.318 1.053 11.51 8 1.116 1.112 0 0 0 1.278 3 0 1 0 2.789 0.0 0 22.691 1.075 4 0 0 2 4.405 3.355 0 9.839 0 6 0 -5.38 2.1089 0 0 0 0 0 40.0 3 3 0 0.787 3.73 1.0 10.919 8 0.998 1.125 0 0 0 1.237 6 0 0 0 2.596 0.0 0 23.572 1.434 5 0 0 0 3.795 2.353 0 8.688 0 0 0 -5.119 2.5804 0 0 0 0 4 54.5 0 0 0 0.0 3.434 0.0 10.355 0 0.974 1.094 0 0 0 1.369 7 0 0 0 2.471 0.001 0 0.0 0.751 0 0 0 0 3.941 1.806 0 8.592 0 0 0 -5.423 2.9683 4 0 2 0 8 35.3 0 6 4 0.0 4.386 1.016 11.356 12 1.07 1.119 0 0 0 1.262 2 0 1 0 2.477 0.0 0 45.487 3.03 0 6 4 6 4.751 3.308 2 10.384 0 2 0 -5.039 2.6275 0 0 0 0 3 50.0 0 2 0 -0.79 3.589 1.217 10.309 2 1.003 1.104 0 0 0 1.29 3 0 0 0 2.376 -0.001 0 10.612 2.131 0 0 0 1 3.879 2.512 0 8.701 0 0 0 -5.369 2.3752 5 0 2 1 0 37.0 1 2 3 -0.557 4.187 1.455 10.969 6 1.053 1.115 0 0 0 1.299 3 0 0 0 2.504 0.0 0 24.195 2.749 2 0 3 0 4.311 2.77 1 9.635 0 4 0 -4.303 3.5568 0 1 0 0 0 20.0 0 0 1 0.0 2.774 0.862 9.067 0 1.041 1.199 0 0 0 1.194 1 0 0 1 2.115 0.15 0 0.0 0.956 0 0 2 3 3.662 2.694 4 7.859 0 0 0 -5.431 2.8292 0 0 0 2 0 30.0 4 1 1 0.0 3.203 0.832 10.681 2 0.979 1.148 0 0 0 1.202 1 0 0 0 2.394 -0.007 0 0.0 1.055 2 0 6 2 3.509 2.121 1 7.93 0 0 0 -4.792 1.7397 6 0 0 0 0 30.0 0 0 2 2.068 4.217 0.548 10.477 0 0.99 1.106 0 0 0 1.364 2 0 0 0 2.242 0.0 0 0.0 5.633 0 0 4 0 4.476 1.85 2 9.806 0 0 0 -4.0 2.368 0 0 0 0 0 28.6 0 2 0 0.0 2.647 0.0 8.623 0 1.014 1.149 0 0 0 1.083 1 0 0 0 2.0 0.135 0 0.0 0.667 0 0 0 0 3.122 2.167 0 7.015 0 0 0 -4.732 3.6508 0 0 0 0 0 20.0 0 0 9 0.0 3.146 0.881 9.803 0 1.041 1.199 0 0 0 1.146 1 0 0 0 2.236 -0.028 0 0.0 0.95 0 0 0 6 3.775 2.889 6 8.228 0 0 0 -4.732 3.09 0 0 0 0 0 25.0 0 3 3 -2.406 3.185 0.881 9.803 6 1.107 1.177 0 0 0 1.126 1 0 0 0 2.236 -0.029 0 30.54 0.95 0 0 0 3 3.632 3.722 3 8.205 0 0 0 -5.493 2.0841 0 0 12 6 12 38.1 18 6 15 -2.283 4.908 0.97 12.308 24 0.988 1.131 0 0 0 1.248 4 0 0 0 2.525 0.0 0 44.045 3.898 0 3 3 3 3.918 2.281 3 9.972 0 0 0 -4.838 2.2234 0 0 2 0 0 33.3 0 0 6 1.397 3.229 0.0 9.909 0 0.977 1.145 0 0 0 1.22 3 0 0 0 2.291 0.004 0 0.0 1.145 0 0 5 0 3.502 1.697 2 7.886 0 0 0 -4.732 2.2384 0 0 0 0 0 30.0 0 0 0 0.0 2.92 0.0 9.728 0 0.981 1.154 0 0 0 1.156 3 0 0 0 2.303 -0.021 0 0.0 0.5 0 0 6 0 3.369 1.625 2 7.49 0 0 0 -5.02 2.2627 0 0 4 0 6 42.3 4 4 8 -1.023 4.241 1.776 11.051 6 1.004 1.123 0 0 0 1.267 2 0 0 0 2.392 0.0 0 45.646 4.905 0 2 6 2 3.834 2.595 2 9.307 0 0 0 -5.013 1.8267 2 1 16 0 7 42.4 2 5 14 -1.123 4.692 1.541 11.371 5 1.019 1.121 0 0 0 1.277 5 0 1 0 2.415 0.0 0 35.613 4.374 0 4 13 1 4.304 2.444 5 9.956 0 1 0 -5.02 1.5772 2 2 14 0 8 45.7 2 4 20 -2.182 4.79 0.774 11.501 6 1.018 1.118 0 0 0 1.289 4 0 1 0 2.393 0.0 0 49.391 7.983 0 6 18 2 4.005 2.543 6 9.977 0 2 0 -5.126 2.3232 0 1 11 0 7 47.2 1 3 11 0.0 4.103 0.832 10.931 6 1.02 1.117 0 1 0 1.282 4 0 0 0 2.418 0.0 0 22.238 3.982 0 4 8 1 3.956 2.594 3 9.333 0 0 0 -5.325 3.1038 4 0 2 0 6 50.0 0 2 2 -1.249 4.049 0.789 10.761 6 1.114 1.095 0 0 0 1.331 3 0 1 0 2.534 0.0 0 22.671 1.13 0 4 2 1 4.274 3.085 1 9.567 0 4 0 -4.923 2.4754 1 0 0 0 2 47.1 0 1 0 0.0 3.392 0.664 9.946 2 1.011 1.107 0 0 0 1.271 2 0 1 0 2.387 -0.007 0 0.0 1.563 0 1 0 0 3.922 2.178 0 8.669 0 1 0 -4.782 2.3537 0 0 2 0 0 30.8 1 2 2 -0.638 3.243 1.273 9.947 4 0.998 1.147 0 0 0 1.141 1 0 0 0 2.251 -0.007 0 10.518 1.951 2 0 1 3 3.446 2.621 1 7.915 0 0 0 -2.0 1.1349 0 1 0 0 0 0.0 0 0 0 0.0 1.544 0.0 4.174 0 1.015 1.235 1 0 0 0.863 0 0 0 0 1.0 -1.099 0 0.0 1.0 0 0 0 4 2.267 4.0 2 4.917 0 0 0 -4.214 2.8141 0 0 0 0 0 33.3 2 0 0 0.0 2.582 1.459 8.755 0 0.961 1.138 0 0 0 1.27 0 0 0 0 1.902 -0.197 0 0.0 2.052 0 0 0 0 3.09 1.972 0 7.038 0 0 1 -3.902 2.6931 2 0 0 0 0 30.8 2 0 0 0.0 3.401 2.322 8.881 0 0.985 1.139 0 0 0 1.241 0 0 1 0 1.919 -0.022 0 0.0 4.086 0 0 0 0 3.547 2.022 0 8.444 0 2 0 -5.164 3.7343 4 0 0 1 0 27.3 2 0 0 0.0 3.525 1.379 9.874 0 1.075 1.131 0 0 0 1.305 0 0 1 0 2.136 0.138 0 0.0 1.496 0 0 0 0 4.099 2.956 0 9.051 0 4 0 -5.646 4.8224 3 0 0 2 0 25.0 2 0 0 0.0 3.543 0.811 10.505 0 1.27 1.262 0 0 2 1.119 0 0 0 0 2.303 -0.099 0 0.0 1.411 0 0 0 0 4.196 4.854 0 9.044 0 6 0 -4.17 3.6942 3 0 0 0 0 33.3 0 0 0 0.09 3.245 0.971 8.597 0 1.123 1.11 0 0 0 1.38 0 0 0 0 1.848 0.414 0 0.0 1.542 0 0 0 0 4.098 3.2 0 8.832 0 3 0 -4.496 3.6686 0 0 3 0 0 30.0 3 0 3 0.0 3.287 2.237 9.519 0 0.965 1.147 0 0 0 1.197 0 0 0 0 2.101 0.003 0 0.0 2.551 0 0 3 0 3.165 1.654 1 7.567 0 0 0 -4.253 3.0445 0 0 2 0 0 27.8 0 0 2 0.0 3.226 2.252 9.598 0 0.97 1.155 0 0 0 1.191 0 0 0 0 2.0 -0.007 0 0.0 4.596 0 0 2 0 3.112 1.75 2 7.652 0 0 0 -4.303 3.1413 0 0 0 0 0 23.5 2 1 0 0.0 2.587 1.459 8.815 2 0.991 1.164 0 0 0 1.072 0 0 0 0 1.932 -0.222 0 0.0 1.745 0 0 2 1 3.128 2.5 1 6.959 0 0 0 -5.164 3.5612 0 0 0 1 0 26.3 4 2 0 0.0 2.756 1.379 9.874 6 0.998 1.153 0 0 0 1.091 0 0 0 0 2.136 0.131 0 0.0 1.496 0 0 0 2 3.278 2.893 0 7.268 0 0 0 -5.303 4.0516 0 0 0 1 0 26.1 4 3 0 0.0 3.01 1.392 10.053 9 1.007 1.154 0 0 0 1.079 0 0 0 0 2.236 0.044 0 0.0 1.164 0 0 0 3 3.32 3.028 0 7.453 0 0 0 -5.098 3.4015 0 0 0 1 0 26.1 4 1 0 0.0 2.859 1.5 9.872 0 0.983 1.157 0 0 0 1.138 0 0 0 0 2.112 -0.073 0 0.0 2.472 0 0 4 2 3.271 2.344 1 7.383 0 0 0 -4.438 3.4065 0 0 0 0 0 26.1 3 1 0 0.0 2.85 1.561 9.104 0 0.983 1.157 0 0 0 1.122 0 0 0 0 2.029 -0.073 0 0.0 2.054 0 0 3 1 3.137 2.25 1 7.167 0 0 0 -5.236 3.8074 0 0 0 1 0 23.8 3 2 1 0.0 2.89 1.406 9.967 4 1.003 1.162 0 0 0 1.066 0 0 0 0 2.189 -0.078 0 0.0 1.309 0 0 3 4 3.311 2.969 1 7.37 0 0 0 -4.491 3.6384 0 0 2 0 0 28.6 3 1 2 0.0 3.231 2.23 9.449 0 0.976 1.151 0 0 0 1.166 0 0 0 0 2.093 -0.007 0 0.0 2.764 0 0 3 1 3.167 2.0 1 7.528 0 0 0 -3.879 2.8492 0 0 0 0 0 29.6 2 1 0 0.0 2.938 2.281 8.743 2 0.973 1.146 0 0 0 1.169 0 0 0 0 1.902 0.04 0 0.0 3.685 0 0 0 0 2.997 1.833 0 7.135 0 0 1 -5.283 4.9583 0 0 0 4 0 29.6 10 4 0 0.0 3.781 2.161 11.219 14 0.988 1.146 0 0 0 1.164 0 0 0 0 2.298 0.0 0 0.0 5.013 0 0 0 0 3.48 2.1 0 8.553 0 0 0 -5.333 4.7687 0 0 0 2 0 25.6 6 7 0 0.0 3.66 2.027 10.771 24 1.026 1.155 0 0 0 1.068 0 0 0 0 2.303 0.0 0 0.0 3.918 0 0 0 6 3.394 3.176 0 8.181 0 0 0 -4.482 3.906 0 0 0 0 0 27.3 4 4 0 0.0 3.368 2.192 9.868 3 1.004 1.151 0 0 0 1.107 0 0 0 0 2.098 0.004 0 0.0 4.063 0 0 0 2 3.248 2.577 0 7.861 0 0 1 -4.412 3.3381 0 0 4 0 0 32.2 2 2 2 0.253 4.479 4.297 10.675 4 0.971 1.142 0 0 0 1.198 0 0 0 0 2.086 0.0 0 24.053 15.507 0 0 4 2 3.374 1.841 2 8.904 0 0 0 -4.38 3.3651 0 2 4 0 0 23.1 0 2 4 -0.439 3.343 2.252 9.65 2 1.018 1.173 2 0 0 1.115 0 0 0 0 2.047 -0.008 0 21.129 4.178 0 0 4 6 3.366 3.028 4 8.066 0 0 0 -4.947 4.3619 2 0 0 0 0 28.6 0 4 0 -2.409 4.298 1.371 9.956 4 1.101 1.126 0 0 0 1.246 0 1 0 0 2.214 -0.028 0 20.21 2.232 0 0 0 2 6.911 3.75 0 12.27 0 2 0 -4.675 4.5744 0 0 0 0 0 27.3 0 6 0 -3.785 3.49 1.776 10.007 0 1.073 1.155 0 0 0 1.099 0 0 0 0 2.175 0.005 0 30.436 2.211 0 0 3 3 3.488 3.885 1 8.405 0 0 1 -5.182 4.1948 3 0 0 0 0 21.1 2 2 0 0.0 3.463 1.837 9.966 2 1.007 1.119 0 0 0 1.35 0 0 0 0 2.175 0.045 0 0.0 2.244 0 0 0 0 4.828 2.46 0 9.521 0 0 0 -5.602 5.159 1 0 0 0 0 20.7 0 1 12 0.0 3.361 1.241 10.509 6 0.989 1.164 0 0 0 1.231 0 0 0 0 2.376 0.013 0 12.09 1.357 0 0 0 0 4.468 2.346 3 9.077 0 0 0 -5.27 5.1487 7 0 0 0 0 25.7 3 4 0 0.0 5.27 2.388 10.649 12 1.039 1.119 0 0 0 1.379 0 1 0 0 2.284 0.0 0 12.499 3.036 0 0 0 0 6.912 2.39 0 13.367 0 6 0 -5.184 3.9866 1 0 0 0 0 25.0 2 4 0 0.0 3.503 2.47 10.126 8 1.004 1.147 0 0 0 1.158 0 0 0 0 2.194 0.004 0 11.075 3.798 0 0 0 1 4.432 2.6 0 9.066 0 0 0 -5.509 5.4486 2 0 0 0 0 29.6 6 1 0 0.0 5.083 2.383 10.95 6 0.961 1.132 0 0 0 1.397 0 0 0 0 2.414 0.0 0 0.0 3.022 0 0 0 0 10.428 1.604 0 14.7 0 0 0 -5.349 4.4437 1 0 0 0 0 29.8 4 2 0 -0.024 4.494 2.184 10.42 3 0.973 1.134 0 0 0 1.343 0 0 0 0 2.318 0.0 0 11.379 1.951 0 0 0 0 10.323 2.005 0 14.008 0 0 0 -5.333 4.5365 1 0 0 0 0 31.7 4 0 0 0.0 4.785 3.105 10.724 0 0.959 1.136 0 0 0 1.292 0 0 0 0 2.309 0.0 0 0.0 3.559 0 0 0 0 10.319 1.528 0 14.007 0 0 0 -4.481 3.8606 0 0 0 0 0 36.0 0 0 3 0.0 3.135 1.895 9.292 0 0.971 1.136 0 0 0 1.285 0 0 0 0 2.074 -0.024 0 0.0 2.02 0 0 3 0 3.257 2.15 1 7.746 0 0 0 -5.333 4.7127 0 0 0 2 0 27.9 6 5 0 0.0 3.631 2.027 10.771 18 1.003 1.15 0 0 0 1.107 0 0 0 0 2.303 0.0 0 0.0 3.918 0 0 0 4 3.386 2.706 0 8.143 0 0 0 -5.511 2.626 3 0 0 0 4 48.0 0 2 0 0.0 4.046 0.732 10.806 8 1.032 1.092 0 0 0 1.347 2 0 1 0 2.42 0.0 0 24.34 2.731 0 4 0 0 4.738 2.694 0 9.875 0 2 0 -5.138 3.6483 3 0 0 0 4 46.7 0 2 0 -1.188 3.792 1.124 10.297 4 1.085 1.1 0 0 0 1.31 1 0 1 0 2.368 0.004 0 10.567 1.45 0 3 0 1 4.147 3.139 0 9.259 0 3 0 -4.732 3.0271 0 0 1 0 1 40.0 0 0 2 0.0 3.08 1.187 9.642 0 0.976 1.129 0 0 0 1.27 1 0 0 0 2.194 -0.024 0 0.0 1.659 0 1 2 0 3.601 1.963 1 7.982 0 0 0 -4.912 3.2927 0 0 2 0 3 40.0 2 0 3 0.0 3.087 0.881 9.863 0 0.976 1.129 0 0 0 1.286 1 0 0 0 2.264 -0.024 0 0.0 0.95 0 1 2 2 3.719 2.111 1 8.103 0 0 0 -4.732 3.2078 0 0 3 0 3 40.0 2 0 2 0.0 3.087 0.881 9.803 0 0.976 1.129 0 0 0 1.298 1 0 0 0 2.236 -0.024 0 0.0 0.95 0 1 2 2 3.695 2.111 1 8.095 0 0 0 -4.616 2.8239 0 0 1 0 2 39.1 2 0 2 0.0 3.168 1.461 9.69 0 0.974 1.13 0 0 0 1.27 1 0 0 0 2.203 0.013 0 0.0 2.063 0 1 3 1 3.63 1.933 1 8.047 0 0 0 -4.783 3.1257 0 0 1 0 2 40.0 1 0 3 0.0 3.08 1.187 9.668 0 0.976 1.129 0 0 0 1.273 1 0 0 0 2.222 -0.024 0 0.0 1.358 0 1 2 1 3.65 1.981 1 8.005 0 0 0 -4.75 2.0515 0 0 5 0 3 40.9 3 0 7 0.0 3.859 1.491 10.536 0 0.976 1.126 0 0 0 1.282 2 0 0 1 2.285 0.0 0 0.0 4.361 0 3 8 2 3.689 1.908 2 8.765 0 0 0 -4.739 2.1754 0 0 3 0 3 42.9 2 0 6 0.0 3.72 1.085 10.361 0 0.979 1.123 0 0 0 1.288 2 0 0 1 2.279 0.0 0 0.0 3.551 0 3 8 2 3.688 1.961 2 8.671 0 0 0 -4.88 1.8312 0 0 1 0 1 40.0 0 2 4 0.0 3.6 0.0 10.272 0 0.998 1.127 0 0 0 1.195 3 0 0 0 2.375 0.0 0 0.0 2.221 0 1 4 0 3.627 1.956 1 8.602 0 0 0 -4.596 3.1791 0 0 2 0 2 37.5 0 0 4 0.0 2.997 0.875 9.54 0 0.991 1.14 0 0 0 1.254 1 0 0 0 2.175 0.045 0 0.0 1.069 0 2 4 4 3.638 2.417 2 7.969 0 0 0 -4.596 3.2067 1 0 1 0 2 42.9 0 0 2 0.0 3.202 0.875 9.54 0 1.005 1.121 0 0 0 1.316 1 0 1 0 2.175 0.045 0 0.0 1.069 0 2 2 2 3.876 2.431 1 8.463 0 1 0 -4.732 3.271 1 0 1 0 2 42.9 0 0 2 0.0 3.202 0.875 9.579 0 1.005 1.121 0 0 0 1.312 1 0 1 0 2.194 0.045 0 0.0 0.854 0 2 2 2 3.903 2.431 1 8.466 0 1 0 -4.77 2.9221 0 0 1 0 2 39.1 2 0 2 0.0 3.175 1.185 9.882 0 0.974 1.13 0 0 0 1.27 1 0 0 0 2.236 0.013 0 0.0 1.74 0 1 2 2 3.651 2.067 1 8.096 0 0 0 -5.005 1.8996 0 0 1 0 2 39.4 1 2 5 0.0 3.657 0.5 10.424 0 0.995 1.128 0 0 0 1.204 3 0 0 0 2.396 0.0 0 0.0 2.271 0 1 4 0 3.697 1.938 1 8.68 0 0 0 -4.796 3.4006 0 0 2 0 2 41.2 1 2 2 0.0 3.278 1.185 9.882 4 1.024 1.127 0 1 0 1.253 1 0 0 0 2.243 0.015 0 20.317 1.686 0 1 2 0 3.835 2.933 1 8.497 0 0 0 -4.923 3.5053 0 0 1 0 2 41.2 1 2 3 0.0 3.278 1.185 9.911 4 1.024 1.127 0 1 0 1.254 1 0 0 0 2.267 0.015 0 20.455 1.563 0 1 2 0 3.854 2.933 1 8.499 0 0 0 -4.77 3.3176 0 0 1 0 2 41.2 1 2 2 0.0 3.278 1.185 9.882 4 1.024 1.127 0 1 0 1.253 1 0 0 0 2.236 0.015 0 20.236 1.74 0 1 2 0 3.83 2.933 1 8.497 0 0 0 -4.912 3.3307 0 0 0 0 3 42.1 2 1 0 0.0 3.1 0.881 9.863 4 0.987 1.12 0 0 0 1.271 1 0 0 0 2.264 -0.024 0 0.0 0.95 0 1 0 1 3.728 2.333 0 8.118 0 0 0 -5.027 3.4136 0 0 0 0 4 40.9 3 1 0 0.0 3.193 0.861 10.084 4 0.983 1.123 0 0 0 1.269 1 0 0 0 2.318 0.013 0 0.0 0.984 0 1 0 1 3.784 2.267 0 8.242 0 0 0 -4.845 3.2928 0 0 3 0 3 38.1 1 1 2 0.0 3.198 1.185 9.902 2 0.993 1.133 0 0 0 1.241 1 0 0 0 2.267 0.014 0 0.0 1.393 0 2 2 2 3.718 2.25 1 8.175 0 0 0 -4.732 2.4398 0 0 0 0 3 50.0 1 1 0 0.0 3.558 0.544 10.15 4 0.986 1.104 0 0 0 1.31 2 0 0 0 2.264 -0.001 0 0.0 2.919 0 2 0 0 3.699 2.036 0 8.573 0 0 0 -5.979 2.4858 0 0 5 5 6 37.5 8 4 6 -3.631 4.672 1.621 11.98 10 1.033 1.162 0 0 1 1.152 2 0 0 0 2.508 0.0 0 24.703 7.425 0 4 6 3 3.867 3.161 2 9.671 0 7 0 -5.369 2.4228 2 2 8 0 4 32.4 0 5 6 0.0 4.22 1.315 11.166 12 1.044 1.134 0 0 0 1.236 2 0 0 0 2.374 0.0 0 45.922 4.369 0 4 2 6 4.714 3.0 4 10.183 0 0 0 -4.856 3.0549 1 0 0 0 3 40.9 1 3 0 -0.991 3.613 1.662 10.15 3 1.033 1.12 0 0 0 1.234 1 0 1 0 2.281 -0.002 0 10.2 2.83 0 2 0 1 3.904 2.829 0 8.804 0 1 0 -5.395 2.6091 1 0 0 2 8 40.0 8 2 0 0.0 4.144 1.006 11.361 6 0.982 1.119 0 0 0 1.301 2 0 0 0 2.449 0.0 0 0.0 3.714 0 4 0 2 4.055 2.147 0 9.332 0 0 0 -4.849 3.0066 0 0 1 0 2 39.3 2 1 2 0.0 3.442 1.546 10.067 2 0.986 1.129 0 0 0 1.246 1 0 0 0 2.278 -0.002 0 10.413 2.303 0 1 4 0 3.682 2.256 1 8.33 0 0 0 -5.268 3.9791 4 0 6 0 6 57.1 0 0 4 0.0 4.005 1.197 10.51 0 1.099 1.085 0 0 0 1.399 1 0 1 0 2.439 0.001 0 0.0 1.098 0 4 2 0 4.262 3.103 2 9.544 0 4 0 -5.313 3.3759 1 0 2 0 2 35.0 1 2 2 0.0 3.484 1.16 10.388 4 1.018 1.125 0 0 0 1.27 1 0 0 0 2.311 -0.008 0 21.444 1.833 0 1 1 2 4.725 2.932 1 9.496 0 0 0 -5.38 3.8121 1 0 1 0 3 33.3 1 5 2 0.0 3.739 1.197 10.666 10 1.07 1.129 0 1 0 1.221 1 0 0 0 2.389 0.001 0 42.164 1.962 0 2 2 1 4.74 3.565 1 9.679 0 0 0 -4.876 2.3994 0 0 10 0 4 42.9 2 0 10 0.401 3.793 0.662 10.516 0 0.985 1.126 0 0 0 1.289 2 0 0 0 2.298 0.0 0 0.0 4.008 0 2 4 3 3.742 2.102 3 8.832 0 0 0 -4.795 3.1901 0 0 2 0 3 38.5 2 2 1 -0.44 3.464 1.662 10.144 5 1.002 1.131 0 0 0 1.237 1 0 0 0 2.278 -0.002 0 10.87 2.609 0 1 0 1 3.724 2.436 1 8.46 0 0 0 -4.814 2.6622 6 0 0 0 0 33.3 0 0 0 0.0 5.219 0.76 10.54 0 0.999 1.112 0 0 0 1.452 1 1 0 0 2.247 0.0 1 0.0 1.366 0 0 0 0 6.918 1.861 0 13.359 0 6 0 -4.821 1.7046 0 0 0 0 0 36.4 0 2 0 0.0 3.183 0.0 10.081 4 0.998 1.132 0 0 0 1.147 4 0 0 0 2.487 0.004 0 0.0 1.669 1 0 0 0 3.552 1.833 0 8.16 0 0 0 -5.256 2.8227 0 0 0 1 0 37.5 3 1 0 1.509 3.163 0.861 10.335 2 0.98 1.13 0 0 0 1.277 1 0 0 0 2.327 0.012 0 11.013 1.037 0 0 0 0 3.597 2.258 0 8.072 0 0 0 -5.105 2.1775 0 0 0 0 0 35.6 0 7 0 -3.756 4.024 1.009 10.889 18 1.022 1.134 0 0 0 1.153 2 0 0 0 2.381 0.0 0 46.833 4.315 4 0 0 2 3.644 2.935 0 8.901 0 0 0 -5.312 2.3744 1 0 0 0 2 38.5 2 4 0 0.0 4.151 1.773 10.862 15 0.993 1.123 0 0 0 1.258 2 0 0 0 2.351 0.0 0 13.18 3.749 0 2 0 0 4.432 2.179 0 9.497 0 0 0 -5.718 2.1601 3 0 3 0 3 45.7 0 0 0 0.951 4.802 1.11 11.097 0 0.977 1.09 0 0 0 1.471 3 0 0 0 2.527 0.0 0 0.0 1.942 0 0 0 0 10.349 1.943 1 14.03 0 0 0 -5.301 3.2179 3 0 0 0 1 33.3 1 4 0 -0.331 4.046 2.058 10.721 7 1.011 1.115 0 0 0 1.309 1 0 0 0 2.36 0.0 0 12.071 2.598 0 0 0 0 4.824 2.42 0 9.789 0 0 0 -5.446 2.5224 2 0 1 0 3 40.0 1 4 2 0.0 4.116 1.197 10.882 12 1.018 1.111 0 1 0 1.308 2 0 0 0 2.397 0.0 0 21.296 3.431 0 3 2 0 4.719 2.57 1 9.801 0 0 0 -4.65 2.596 0 0 0 0 2 42.3 1 1 0 0.0 3.361 1.758 9.82 2 0.981 1.12 0 0 0 1.276 1 0 0 0 2.224 0.004 0 10.332 2.705 0 0 0 0 3.652 2.236 0 8.227 0 0 1 -5.236 3.9253 5 0 0 0 6 46.2 0 1 0 0.0 3.967 0.799 10.434 2 1.123 1.09 0 0 0 1.352 1 0 1 0 2.414 0.004 0 0.0 0.873 0 6 0 1 4.295 3.046 0 9.557 0 5 0 -5.188 3.1467 5 0 0 1 4 40.0 2 1 0 0.0 5.069 1.781 10.7 4 1.026 1.093 0 0 0 1.461 1 1 0 0 2.35 0.0 1 0.0 3.228 0 4 0 0 6.914 2.135 0 13.183 0 5 0 -4.985 2.0546 0 0 0 0 0 38.7 0 1 0 1.982 3.408 0.569 10.158 3 0.977 1.127 0 0 0 1.236 2 0 0 0 2.327 0.001 0 11.653 2.096 1 0 0 0 3.547 1.974 0 8.148 0 0 0 -5.512 2.2581 0 0 0 1 4 40.4 4 4 0 0.0 4.013 1.555 10.927 4 0.998 1.124 0 0 0 1.227 2 0 0 0 2.426 0.0 0 0.0 4.054 0 2 0 2 3.787 2.301 0 8.93 0 0 0 -5.349 1.9393 0 0 0 0 7 49.2 3 1 0 0.0 4.332 0.541 11.225 3 0.977 1.106 0 0 0 1.312 4 0 0 0 2.5 0.0 0 0.0 2.737 0 1 0 1 3.882 1.989 0 9.367 0 0 0 -5.535 2.4918 8 0 0 1 8 41.2 4 2 0 0.0 5.587 1.707 11.349 6 1.017 1.097 0 0 0 1.429 2 1 0 0 2.484 0.0 1 0.0 4.711 0 6 0 0 6.912 2.073 0 13.654 0 8 0 -5.131 2.5259 0 0 0 0 3 50.0 0 3 0 -0.688 3.829 1.126 10.558 9 1.009 1.104 0 0 0 1.269 2 0 0 0 2.384 0.0 0 23.875 2.895 0 0 0 0 3.833 2.546 0 8.899 1 0 1 -5.095 1.9952 0 0 1 0 0 34.9 2 4 1 -0.437 3.866 0.737 10.802 11 1.003 1.137 0 0 0 1.207 2 0 0 0 2.383 0.0 0 34.836 3.664 4 0 2 2 3.58 2.633 1 8.709 0 0 0 -5.993 1.665 12 0 0 6 0 42.9 0 0 0 0.765 4.84 0.692 12.114 0 1.059 1.103 0 0 0 1.366 15 0 1 0 2.804 0.0 0 0.0 2.191 8 0 0 0 4.416 2.494 0 10.41 0 12 0 -5.775 1.9708 0 0 8 2 0 36.7 5 2 4 0.232 4.057 1.81 11.419 8 0.98 1.133 0 0 0 1.234 6 0 0 0 2.678 0.0 0 26.695 3.151 2 0 3 0 3.855 2.067 1 8.917 0 0 0 -5.029 2.7083 0 0 3 0 3 46.2 1 0 3 0.0 3.479 1.139 10.174 0 0.977 1.115 0 0 0 1.312 3 0 0 0 2.369 0.001 0 0.0 1.808 0 1 3 1 3.875 1.923 1 8.536 0 0 0 -5.092 2.3662 0 0 0 0 2 41.9 2 0 0 0.0 3.418 0.985 10.296 0 0.966 1.121 0 0 0 1.293 3 0 0 0 2.387 0.001 0 0.0 1.554 1 0 0 0 3.696 1.731 0 8.28 0 0 0 -5.493 2.3368 0 0 0 1 0 38.5 2 0 0 1.531 3.145 0.853 10.592 0 0.964 1.128 0 0 0 1.288 3 0 0 0 2.53 -0.006 0 0.0 0.818 2 0 0 0 3.662 1.708 0 8.011 0 0 0 -5.352 2.412 1 0 0 0 5 58.3 0 2 0 -0.321 3.898 0.682 10.784 8 1.021 1.084 0 0 0 1.327 6 0 1 0 2.518 0.0 0 24.433 1.322 0 1 0 0 4.041 2.575 0 9.177 0 1 0 -5.416 2.4805 1 0 3 0 7 51.9 0 3 3 -0.735 4.305 0.73 10.964 11 1.031 1.097 0 0 0 1.309 6 1 0 0 2.551 0.0 1 24.769 1.407 0 3 2 3 6.88 2.724 1 11.646 0 1 0 -5.352 2.415 0 0 0 0 5 56.0 0 3 0 -0.514 3.807 0.682 10.784 11 1.021 1.092 0 0 0 1.291 6 0 0 0 2.518 0.0 0 24.305 1.322 0 1 0 1 3.968 2.686 0 8.971 0 0 0 -5.386 2.1526 0 0 0 0 6 60.0 0 2 0 -0.132 3.973 0.548 10.964 8 1.002 1.083 0 0 0 1.336 10 0 0 0 2.548 0.0 0 25.26 1.599 0 0 0 0 4.029 2.367 0 9.184 0 0 0 -5.418 3.1295 10 0 0 0 12 54.5 0 0 0 0.0 5.692 0.72 11.151 0 1.078 1.022 0 0 0 1.617 2 1 0 0 2.532 0.0 1 0.0 2.359 0 10 0 0 6.991 2.159 0 13.877 0 10 0 -4.992 2.5599 2 0 2 0 6 46.2 0 0 4 0.0 3.896 0.75 10.568 0 1.01 1.114 0 0 0 1.323 2 0 1 0 2.368 0.0 0 0.0 2.478 0 4 4 4 3.989 2.389 2 9.228 0 2 0 -4.89 1.9828 0 0 2 0 4 46.3 1 0 2 0.0 3.88 1.745 10.484 0 0.974 1.113 0 0 0 1.311 2 0 0 0 2.33 0.0 0 0.0 4.222 0 0 1 0 3.779 2.033 1 8.855 0 0 0 -4.893 2.2807 0 0 0 0 4 48.4 2 0 0 0.0 3.603 0.648 10.32 0 0.97 1.107 0 0 0 1.334 2 0 0 0 2.312 0.0 0 0.0 2.866 0 0 0 0 3.728 1.878 0 8.623 0 0 0 -4.644 1.6696 0 0 2 0 0 31.8 1 1 4 0.135 3.937 4.12 10.222 3 0.973 1.144 0 0 0 1.175 1 0 0 0 2.306 0.0 0 11.381 9.52 0 0 1 1 3.532 1.819 2 8.485 0 0 0 -4.303 3.1007 1 0 0 0 0 41.7 1 0 0 0.0 2.938 0.862 9.067 0 0.977 1.097 0 0 0 1.439 1 0 0 0 2.115 0.125 0 0.0 0.956 0 0 0 0 4.069 1.917 0 8.506 0 0 0 -4.802 2.6499 2 0 1 0 2 46.7 0 0 2 0.848 3.501 0.664 10.012 0 1.001 1.078 0 0 0 1.428 3 0 0 0 2.364 -0.007 0 0.0 1.146 0 2 2 1 4.177 2.1 1 8.992 0 0 0 -4.802 1.7012 4 0 4 0 4 50.0 0 0 4 0.0 4.212 0.0 10.767 0 1.006 1.069 0 0 0 1.455 6 0 0 0 2.406 0.0 0 0.0 4.164 0 0 4 0 4.462 1.967 2 9.901 0 0 0 -5.199 2.2119 0 3 10 0 5 46.4 1 1 12 0.0 3.826 0.604 10.853 2 1.006 1.12 0 0 0 1.301 7 0 0 3 2.726 0.0 0 0.0 2.47 0 2 10 1 4.403 2.137 3 9.363 0 0 0 -4.414 3.1806 0 0 0 0 0 42.9 1 0 1 0.0 2.868 0.802 9.183 0 0.982 1.125 0 0 0 1.295 1 0 0 0 2.101 -0.077 0 0.0 0.975 0 0 3 0 3.579 2.095 1 7.821 0 0 0 -4.414 3.1554 0 0 0 0 0 42.9 1 0 2 0.0 2.868 0.802 9.183 0 0.982 1.125 0 0 0 1.298 1 0 0 0 2.101 -0.077 0 0.0 0.975 0 0 2 0 3.573 2.095 1 7.817 0 0 0 -4.414 3.2871 1 0 0 0 0 45.5 0 0 1 0.0 3.11 0.802 9.183 0 1.018 1.116 0 0 0 1.323 1 0 1 0 2.101 -0.081 0 0.0 0.975 0 0 2 0 3.867 2.397 1 8.386 0 1 0 -4.499 3.1749 0 0 1 0 0 50.0 0 0 4 0.0 3.059 1.125 9.311 0 1.007 1.118 0 0 0 1.315 1 0 0 0 2.136 0.047 0 0.0 1.481 0 0 3 0 3.653 2.646 2 8.126 0 0 0 -4.414 2.2803 0 0 0 0 0 30.0 0 0 1 0.0 2.736 0.802 9.183 0 0.97 1.149 0 0 0 1.178 1 0 0 0 2.101 -0.065 0 0.0 0.975 0 0 2 0 3.178 1.643 1 7.138 0 0 0 -4.861 2.9856 0 0 1 0 2 52.9 0 0 3 0.0 3.268 0.0 9.863 0 0.985 1.103 0 0 0 1.338 3 0 0 0 2.303 -0.007 0 0.0 1.047 0 0 3 0 3.842 2.033 1 8.4 0 0 0 -5.325 2.5675 0 0 2 1 3 40.0 4 1 3 1.306 3.647 1.25 10.764 2 0.982 1.127 0 0 0 1.265 3 0 0 0 2.447 0.0 0 0.0 1.996 1 2 5 1 3.826 1.964 1 8.634 0 0 0 -4.599 1.8586 2 0 4 0 0 26.7 0 2 0 0.0 3.676 0.0 10.013 0 1.007 1.139 0 0 0 1.215 2 0 0 0 2.211 -0.001 0 0.0 3.499 0 0 4 0 4.125 1.905 2 8.885 0 0 0 -4.0 2.1902 0 0 0 0 0 25.0 0 0 0 0.0 2.605 0.0 8.623 0 0.984 1.166 0 0 0 1.107 1 0 0 0 2.0 0.121 0 0.0 0.667 0 0 4 2 3.061 1.833 2 6.883 0 0 0 -4.93 2.6974 0 0 7 0 1 39.1 0 0 11 0.0 3.584 0.673 10.289 0 1.012 1.144 0 0 0 1.242 2 0 0 0 2.334 -0.001 0 0.0 2.214 0 0 2 4 3.835 2.405 5 8.682 0 0 0 -5.286 3.4839 0 0 6 0 0 36.4 0 3 12 -1.986 3.805 1.622 10.617 12 1.018 1.14 0 0 0 1.224 1 0 0 0 2.458 0.0 0 35.814 1.615 0 0 3 0 3.789 2.861 3 8.759 0 0 0 -5.022 1.587 2 2 14 0 10 44.7 4 4 22 -2.162 4.825 0.795 11.593 6 1.014 1.12 0 0 0 1.291 4 0 1 0 2.393 0.0 0 49.914 8.322 0 6 18 2 4.006 2.505 6 10.017 0 2 0 -5.067 1.5353 0 0 2 0 4 51.2 0 4 4 -1.375 4.252 0.584 11.145 12 1.02 1.105 0 0 0 1.286 4 0 0 0 2.419 0.0 0 46.841 4.947 0 2 8 0 3.833 2.623 2 9.377 0 0 0 -5.31 2.7525 2 1 6 1 4 37.5 5 3 8 -0.278 4.14 1.251 11.115 8 1.02 1.131 0 0 0 1.26 2 0 1 0 2.473 0.0 0 12.059 3.069 0 4 6 0 4.063 2.446 2 9.397 0 2 0 -5.302 3.576 5 0 0 0 0 31.0 2 3 1 0.0 4.172 1.928 10.762 8 1.045 1.121 0 0 0 1.316 1 0 1 0 2.377 0.0 0 0.0 2.989 0 2 2 0 4.701 2.554 1 9.944 0 3 0 -4.596 2.3621 0 0 0 0 0 30.4 2 0 1 0.0 2.867 0.875 9.54 0 0.969 1.148 0 0 0 1.2 1 0 0 0 2.175 0.037 0 0.0 1.069 0 0 4 1 3.247 1.708 1 7.325 0 0 0 -4.799 3.2436 1 0 4 0 0 28.0 2 0 11 0.0 3.579 1.604 10.026 0 1.015 1.164 0 0 0 1.211 1 0 1 0 2.283 -0.002 0 0.0 2.211 0 0 2 2 3.949 2.316 5 8.723 0 1 0 -4.816 3.2336 1 0 6 0 0 28.6 3 0 11 0.0 3.637 1.59 10.18 0 1.009 1.161 0 0 0 1.221 1 0 1 0 2.294 0.001 0 0.0 2.457 0 0 3 2 3.951 2.282 5 8.773 0 1 0 -5.219 2.2204 0 0 0 1 0 39.6 5 3 0 2.753 3.964 1.362 11.07 11 0.989 1.126 0 0 0 1.257 2 0 0 0 2.616 0.0 0 24.463 4.097 2 0 0 0 3.791 2.322 0 9.014 0 0 0 -5.065 3.2439 0 0 2 0 2 40.6 3 1 4 0.036 3.587 1.938 10.289 3 0.984 1.126 0 0 0 1.276 1 0 0 0 2.337 -0.001 0 11.766 2.563 0 1 4 0 3.728 2.233 1 8.541 0 0 0 -5.216 1.781 0 0 3 1 0 38.8 4 4 3 1.53 4.066 1.092 11.197 15 1.0 1.129 0 0 0 1.225 4 0 0 0 2.613 0.0 0 37.047 4.681 2 0 2 0 3.848 2.413 1 9.13 0 0 0 -4.992 2.5242 0 0 2 0 6 43.8 2 0 6 0.0 3.677 0.75 10.568 0 0.981 1.122 0 0 0 1.298 2 0 0 0 2.368 0.0 0 0.0 2.478 0 2 4 4 3.822 2.125 2 8.764 0 0 0 -4.85 2.209 3 0 6 0 5 46.4 0 1 6 -0.374 4.117 0.697 10.609 2 1.033 1.111 0 0 0 1.318 2 0 1 0 2.299 0.0 0 11.732 4.266 0 5 4 2 4.051 2.544 2 9.469 0 3 0 -4.593 2.9033 0 0 3 0 1 38.9 0 1 3 -0.536 3.232 1.461 9.665 1 1.01 1.136 0 0 0 1.231 1 0 0 0 2.175 0.015 0 10.28 2.298 0 1 2 3 3.601 2.683 2 8.2 0 0 0 -5.014 2.7382 0 0 0 0 4 57.1 0 1 0 0.0 3.556 0.0 10.384 4 0.993 1.089 0 0 0 1.356 6 0 0 0 2.469 -0.001 0 0.0 1.305 0 0 0 0 4.066 2.013 0 8.83 0 0 0 -3.932 3.2848 0 0 0 0 0 40.0 1 0 0 0.0 3.303 2.585 9.11 0 0.965 1.125 0 0 0 1.304 0 0 0 0 1.942 -0.007 0 0.0 4.891 0 0 0 0 3.244 1.958 0 7.937 0 0 0 -3.0 1.9808 2 0 0 0 0 20.0 1 0 0 0.0 2.771 0.918 6.594 0 1.083 1.144 0 0 0 1.306 0 0 0 0 1.414 0.87 0 0.0 1.333 0 0 0 0 3.813 3.241 0 8.225 0 2 0 -3.0 1.9184 2 0 0 0 0 20.0 1 0 0 0.0 3.572 0.918 6.594 0 1.064 1.123 0 0 0 1.439 0 1 0 0 1.414 0.803 0 0.0 1.333 0 0 0 0 6.87 2.787 0 11.578 0 2 0 -3.618 2.2995 2 0 0 0 0 27.3 2 0 0 0.0 4.081 1.522 7.853 0 0.999 1.122 0 0 0 1.43 0 1 0 0 1.732 0.319 0 0.0 2.094 0 0 0 0 6.873 2.0 0 12.253 0 2 0 -3.732 2.4553 2 0 0 0 0 28.6 2 0 0 0.0 3.09 1.585 8.16 0 1.005 1.14 0 0 0 1.258 0 0 1 0 1.802 -0.211 0 0.0 2.488 0 0 0 0 3.578 2.37 0 8.315 0 2 0 -3.732 2.3783 1 0 0 0 0 29.4 2 0 0 0.0 3.605 1.585 8.16 0 0.972 1.137 0 0 0 1.297 0 1 0 0 1.802 -0.187 1 0.0 2.488 0 0 0 0 6.866 1.792 0 11.564 0 1 0 -3.932 2.7496 2 0 0 0 0 31.3 2 0 0 0.0 4.294 2.585 9.11 0 0.974 1.133 0 0 0 1.306 0 1 0 0 1.942 -0.006 1 0.0 4.891 0 0 0 0 6.867 1.708 0 12.258 0 2 0 -5.303 4.0011 4 0 0 1 0 29.4 4 0 0 0.0 4.758 1.392 10.053 0 1.013 1.109 0 0 0 1.461 0 1 0 0 2.236 0.038 0 0.0 1.164 0 0 0 0 6.89 2.028 0 12.947 0 4 0 -5.646 4.7601 4 0 0 2 0 25.0 2 0 0 0.0 3.647 0.811 10.505 0 1.246 1.213 0 0 2 1.216 0 0 0 0 2.303 -0.094 0 0.0 1.411 0 0 0 0 4.281 4.368 0 9.233 0 6 0 -4.562 4.3417 4 0 0 0 0 33.3 0 0 0 -0.198 3.486 0.918 9.184 0 1.177 1.101 0 0 0 1.384 0 0 0 0 2.0 -0.257 0 0.0 1.521 0 0 0 0 4.265 3.296 0 9.146 0 4 0 -4.947 5.2014 6 0 0 0 0 40.0 0 0 0 -0.481 3.939 1.371 9.956 0 1.159 1.091 0 0 0 1.396 0 0 1 0 2.214 -0.028 0 0.0 2.232 0 0 0 0 4.288 3.133 0 9.591 0 6 0 -5.13 3.5144 0 0 0 1 0 30.0 5 1 0 0.0 3.061 1.761 10.106 1 0.972 1.145 0 0 0 1.2 0 0 0 0 2.175 -0.021 0 0.0 2.729 0 0 0 1 3.292 2.108 0 7.587 0 0 0 -5.311 3.9327 0 0 0 1 0 29.0 4 2 0 0.0 3.168 1.823 10.13 6 0.984 1.147 0 0 0 1.137 0 0 0 0 2.255 0.012 0 0.0 2.301 0 0 0 2 3.316 2.386 0 7.569 0 0 0 -5.236 3.8422 0 0 0 1 0 25.0 4 3 0 0.0 2.906 1.406 9.967 9 1.014 1.156 0 0 0 1.063 0 0 0 0 2.189 -0.08 0 0.0 1.309 0 0 0 3 3.306 3.219 0 7.385 0 0 0 -5.303 4.1328 0 0 0 1 0 23.8 4 4 0 0.0 3.037 1.392 10.053 12 1.029 1.159 0 0 0 1.044 0 0 0 0 2.236 0.047 0 0.0 1.164 0 0 0 4 3.331 3.472 0 7.491 0 0 0 -6.177 6.591 0 0 0 5 0 29.2 2 1 0 0.0 4.01 1.617 11.591 1 1.231 1.317 0 0 0 0.908 0 0 0 0 2.605 0.0 0 0.0 2.885 0 0 0 1 3.896 5.554 0 8.943 0 12 0 -4.362 3.2686 0 0 0 0 0 23.8 2 2 0 0.0 2.882 1.906 9.059 0 1.003 1.162 0 0 0 1.1 0 0 0 0 2.0 -0.079 0 0.0 2.524 0 0 2 2 3.13 2.75 1 7.228 0 0 0 -4.347 3.0603 0 0 0 0 0 31.0 1 2 0 -0.082 3.192 2.3 9.338 3 0.986 1.143 0 0 0 1.167 0 0 0 0 2.011 0.013 0 10.622 4.098 0 0 0 0 3.357 2.288 0 7.732 0 0 1 -4.471 3.5147 0 0 0 0 0 32.3 2 1 0 0.0 3.169 2.231 9.373 2 0.973 1.141 0 0 0 1.193 0 0 0 0 2.074 0.012 0 0.0 3.015 0 0 0 0 3.178 1.939 0 7.58 0 0 0 -4.243 1.4085 0 0 0 0 0 31.3 0 4 0 0.0 3.474 0.0 9.8 4 1.008 1.143 0 0 0 1.099 2 0 0 0 2.24 -0.001 0 0.0 5.475 0 0 0 0 3.347 2.048 0 8.242 0 0 0 -3.902 3.1373 2 0 0 0 0 27.3 2 2 0 0.0 3.437 2.322 8.881 0 1.022 1.146 0 0 0 1.168 0 0 0 0 1.919 -0.026 0 0.0 4.086 0 0 0 0 3.553 2.422 0 8.497 0 2 0 -3.98 2.974 2 0 0 0 0 31.3 2 0 0 0.0 3.955 3.459 9.814 0 0.964 1.134 0 0 0 1.254 0 0 0 0 1.981 0.0 0 0.0 8.931 0 0 0 0 4.047 1.576 0 8.864 0 0 0 -5.197 3.9762 0 0 0 1 0 30.4 3 2 0 0.168 3.027 1.436 10.091 2 0.993 1.145 0 0 0 1.177 0 0 0 0 2.194 0.044 0 10.538 2.176 0 0 0 0 3.434 2.546 0 7.817 0 0 0 -4.17 3.2655 0 0 0 0 0 25.0 0 1 0 0.0 2.488 0.971 8.597 2 1.007 1.163 0 0 0 1.161 0 0 0 0 1.848 0.397 0 9.431 1.542 0 0 0 0 3.232 3.0 1 7.151 0 0 0 -5.334 5.7899 0 0 0 1 0 36.0 4 6 0 -0.95 4.052 2.273 10.952 24 1.009 1.133 0 0 0 1.204 0 0 0 0 2.328 0.0 0 34.898 3.178 0 0 0 0 3.593 2.74 0 8.991 0 0 0 -4.236 2.9329 0 0 1 0 0 31.4 1 1 1 -0.155 3.64 3.128 9.766 1 0.972 1.144 0 0 0 1.192 0 0 0 0 1.991 0.0 0 10.523 7.244 0 0 1 2 3.309 1.981 1 8.07 0 0 1 -4.724 1.7824 0 0 0 0 0 34.9 1 3 0 -0.779 4.016 3.711 10.425 6 0.98 1.135 0 0 0 1.212 1 0 0 0 2.31 0.0 0 22.241 9.474 1 0 0 0 3.637 2.087 0 8.645 0 0 0 -5.332 5.554 0 0 0 1 0 36.6 1 6 0 -1.839 3.932 2.396 10.694 18 1.02 1.132 0 0 0 1.184 0 0 0 0 2.315 0.0 0 33.525 2.891 0 0 0 0 3.527 2.893 0 8.803 0 0 0 -5.332 5.581 0 0 0 1 0 35.9 1 7 0 -2.172 3.942 2.396 10.694 21 1.032 1.133 0 0 0 1.169 0 0 0 0 2.315 0.0 0 33.28 2.891 0 0 0 1 3.529 3.083 0 8.813 0 0 0 -5.145 4.4958 0 0 0 1 0 33.3 4 2 0 0.113 3.159 1.371 10.236 5 0.993 1.139 0 0 0 1.22 0 0 0 0 2.205 -0.025 0 10.837 2.499 0 0 0 0 3.578 2.608 0 8.085 0 0 0 -4.414 3.81 1 0 0 0 0 28.6 2 2 0 -0.741 3.059 1.379 9.222 1 1.037 1.145 0 0 0 1.195 0 0 1 0 2.0 0.149 0 9.797 2.133 0 0 0 0 3.822 3.087 0 8.259 0 1 0 -5.262 4.373 3 0 0 1 0 25.0 1 2 0 -1.461 3.438 0.863 10.026 0 1.174 1.135 0 0 1 1.244 0 0 0 0 2.175 0.161 0 9.625 1.435 0 0 0 1 4.263 4.036 0 9.0 0 3 0 -5.35 4.5704 0 0 0 2 0 29.4 6 4 0 -0.443 3.468 1.975 10.725 16 1.004 1.147 0 0 0 1.132 0 0 0 0 2.288 -0.002 0 11.395 3.488 0 0 0 2 3.56 2.798 0 8.234 0 0 0 -5.342 5.7766 4 0 0 1 0 32.3 4 8 0 -1.429 5.191 4.189 11.504 24 0.979 1.135 0 0 0 1.218 0 0 0 0 2.338 0.0 0 53.149 7.261 0 0 0 0 3.663 1.938 0 9.972 0 0 0 -5.291 4.2076 0 0 0 1 0 32.0 3 3 0 -0.561 3.262 1.686 10.308 7 1.007 1.141 0 0 0 1.185 0 0 0 0 2.244 0.014 0 21.759 2.733 0 0 0 0 3.567 2.871 0 8.163 0 0 0 -4.0 3.0897 1 0 0 0 0 20.0 0 1 0 0.0 2.615 0.811 8.318 0 1.005 1.138 0 0 0 1.288 0 0 0 0 1.732 -0.557 0 9.556 1.0 0 0 0 0 4.218 3.056 0 8.637 0 0 0 -5.103 4.6435 0 0 0 1 0 28.6 5 4 0 -0.806 3.329 1.792 10.281 5 1.014 1.149 0 0 0 1.135 0 0 0 0 2.165 -0.008 0 10.731 3.506 0 0 0 0 3.496 2.646 0 8.131 0 0 0 -4.343 4.0038 1 1 1 0 0 23.5 2 0 2 1.101 3.126 1.5 9.309 0 1.002 1.157 0 0 0 1.25 0 0 0 0 2.0 -0.083 0 0.0 2.682 0 0 4 3 3.859 2.563 3 8.427 0 0 0 -4.414 4.3883 0 1 0 0 0 9.1 0 2 0 -0.662 2.946 1.379 9.222 2 1.097 1.219 0 0 0 1.074 0 0 0 0 2.0 0.171 0 18.567 2.133 0 0 1 4 3.689 4.167 4 8.139 0 0 0 -4.17 3.1822 2 0 0 0 0 20.0 0 0 0 0.532 2.959 0.971 8.597 0 1.002 1.117 0 0 0 1.408 0 0 0 0 1.848 0.387 0 0.0 1.542 0 0 0 1 4.016 2.611 1 8.452 0 0 0 -5.262 4.7497 4 0 0 0 0 23.1 3 4 0 0.0 3.907 2.217 10.2 9 1.051 1.143 0 0 0 1.207 0 0 0 0 2.25 -0.002 0 11.647 2.369 0 0 0 0 4.416 2.831 0 9.522 0 3 0 -5.284 5.2824 3 0 0 0 0 26.3 2 6 0 -1.009 4.028 2.187 10.651 10 1.024 1.131 0 0 0 1.244 0 0 0 0 2.314 0.0 0 23.28 2.965 0 0 0 0 4.823 2.709 0 9.752 0 0 0 -5.192 4.4911 1 0 0 0 0 28.6 4 4 0 0.0 3.904 2.797 10.588 10 0.986 1.143 0 0 0 1.181 0 0 0 0 2.242 0.0 0 11.913 5.313 0 0 0 1 4.433 2.213 0 9.217 0 0 0 -5.646 4.4339 3 0 0 2 0 26.7 3 1 0 0.0 3.465 0.811 10.505 0 1.048 1.141 0 0 1 1.264 0 0 1 0 2.303 -0.08 0 0.0 1.411 0 0 0 1 4.26 3.104 0 8.986 0 3 0 -5.27 5.6107 1 0 0 0 0 27.7 6 3 6 2.593 3.885 2.388 10.649 6 0.993 1.145 0 0 0 1.235 0 0 0 0 2.284 0.0 0 0.0 3.036 0 0 6 0 4.075 2.185 3 9.047 0 0 0 -5.331 4.3397 1 0 0 0 0 24.3 4 3 1 0.0 3.511 1.95 10.236 9 0.989 1.146 0 0 0 1.225 0 0 0 0 2.292 -0.002 0 0.0 2.105 0 0 1 2 4.023 2.157 1 8.583 0 0 0 -5.303 4.066 2 0 0 1 0 26.3 4 2 0 0.0 4.229 1.392 10.053 6 1.022 1.136 0 0 0 1.25 0 1 0 0 2.236 0.043 0 0.0 1.164 0 0 0 2 6.874 2.75 0 12.258 0 2 0 -4.461 3.5378 0 0 0 0 0 25.0 3 2 0 0.0 2.988 1.891 9.202 0 0.998 1.159 0 0 0 1.101 0 0 0 0 2.053 0.044 0 0.0 2.244 0 0 3 2 3.155 2.611 1 7.315 0 0 0 -5.098 3.6085 0 0 0 1 0 27.3 4 2 0 0.0 2.876 1.5 9.872 0 0.993 1.151 0 0 0 1.122 0 0 0 0 2.112 -0.077 0 0.0 2.472 0 0 0 1 3.304 2.469 0 7.433 0 0 0 -5.384 4.1685 0 0 0 1 0 28.6 5 2 0 0.0 3.094 1.371 10.315 8 0.986 1.148 0 0 0 1.138 0 0 0 0 2.288 -0.023 0 0.0 1.985 0 0 0 2 3.426 2.542 0 7.704 0 0 0 -5.102 4.3332 0 0 0 1 0 28.6 4 3 0 -0.426 3.054 1.436 10.05 4 1.014 1.149 0 0 0 1.138 0 0 0 0 2.136 0.047 0 10.143 2.695 0 0 0 0 3.446 2.769 0 7.893 0 0 0 -5.351 4.2358 1 0 0 0 0 31.2 4 2 0 0.15 4.697 3.066 10.673 5 0.969 1.136 0 0 0 1.294 0 0 0 0 2.328 0.0 0 12.585 6.801 0 0 0 0 10.323 1.818 0 14.009 0 0 0 -5.311 4.467 1 0 2 0 0 24.4 0 3 11 0.953 3.766 2.1 10.646 9 0.993 1.152 0 0 0 1.239 0 0 0 0 2.267 0.0 0 0.0 4.692 0 0 1 0 4.029 2.131 3 8.883 0 0 0 -5.365 2.9284 0 0 0 1 1 40.7 3 0 0 0.0 3.245 1.455 10.315 0 0.966 1.123 0 0 0 1.279 1 0 0 0 2.315 -0.007 0 0.0 1.897 0 0 0 0 3.641 1.856 0 8.128 0 0 0 -4.923 3.303 1 0 0 0 2 46.7 0 2 0 -0.995 3.413 1.185 9.911 4 1.042 1.107 0 0 0 1.268 1 0 1 0 2.267 0.015 0 10.337 1.563 0 1 0 1 3.933 3.011 0 8.671 0 1 0 -4.745 1.8876 0 0 4 0 3 40.0 2 0 7 0.0 3.937 1.936 10.509 0 0.974 1.128 0 0 0 1.269 2 0 0 1 2.283 0.0 0 0.0 5.249 0 3 8 2 3.689 1.856 2 8.783 0 0 0 -4.732 3.1875 0 0 1 0 2 41.2 1 0 3 0.0 2.984 0.875 9.579 0 0.979 1.127 0 0 0 1.287 1 0 0 0 2.194 0.043 0 0.0 0.854 0 1 2 2 3.648 2.167 1 7.959 0 0 0 -4.562 3.0804 0 0 1 0 2 41.2 1 0 2 0.0 2.984 0.875 9.54 0 0.979 1.127 0 0 0 1.282 1 0 0 0 2.17 0.043 0 0.0 1.14 0 1 2 2 3.627 2.167 1 7.954 0 0 0 -4.835 2.8214 0 0 2 0 2 40.7 2 2 4 -0.386 3.547 1.876 10.186 3 1.002 1.126 0 0 0 1.261 1 0 0 0 2.263 0.001 0 21.912 3.249 0 1 3 1 3.681 2.619 1 8.55 0 0 0 -4.843 3.0136 2 0 1 0 3 40.9 1 1 3 -0.043 3.715 1.662 10.166 2 1.022 1.121 0 0 0 1.285 1 0 1 0 2.283 -0.002 0 10.99 2.652 0 3 3 1 4.05 2.607 1 9.03 0 2 0 -4.883 2.8874 0 0 2 0 3 40.0 3 2 4 -0.383 3.607 1.831 10.332 3 0.998 1.127 0 0 0 1.264 1 0 0 0 2.297 -0.001 0 22.051 3.288 0 1 3 1 3.726 2.556 1 8.63 0 0 0 -4.522 2.3963 0 0 3 0 1 36.0 1 0 2 0.0 3.253 1.887 9.535 0 0.98 1.14 0 0 0 1.231 1 0 0 0 2.157 -0.007 0 0.0 3.141 0 0 3 3 3.555 2.061 2 8.005 0 0 0 -5.006 3.7647 0 0 3 0 3 33.3 0 4 6 0.0 3.583 1.23 10.309 8 1.083 1.153 0 2 0 1.194 1 0 0 0 2.338 -0.003 0 41.057 1.873 0 3 6 2 3.938 3.615 3 8.92 0 0 0 -5.386 4.1216 0 0 9 1 4 33.3 3 4 8 0.0 4.091 1.708 11.059 8 1.057 1.171 0 2 1 1.142 1 0 0 0 2.479 0.0 0 44.711 2.168 0 3 8 0 4.004 3.475 3 9.257 0 3 0 -4.732 3.3706 0 0 1 0 1 42.9 0 2 2 0.0 3.193 1.187 9.642 4 1.037 1.125 0 1 0 1.241 1 0 0 0 2.194 -0.027 0 20.013 1.659 0 1 2 0 3.813 3.074 1 8.405 0 0 0 -5.029 3.701 2 0 1 0 3 42.9 0 2 2 0.0 3.647 1.16 10.122 4 1.084 1.117 0 1 0 1.297 1 0 1 0 2.318 -0.008 0 20.473 1.572 0 3 2 0 4.106 3.202 1 9.12 0 2 0 -4.965 3.6476 2 0 1 0 3 42.9 0 2 2 0.0 3.647 1.16 10.099 4 1.084 1.117 0 1 0 1.295 1 0 1 0 2.305 -0.008 0 20.473 1.553 0 3 2 0 4.054 3.202 1 9.118 0 2 0 -4.675 2.4203 0 0 0 0 2 52.2 0 1 0 0.0 3.495 0.0 9.971 4 0.989 1.099 0 0 0 1.306 2 0 0 0 2.236 0.001 0 0.0 2.829 0 2 0 0 3.664 2.064 0 8.488 0 0 0 -4.562 3.17 0 0 1 0 2 40.0 0 1 2 0.0 3.011 0.875 9.54 2 1.005 1.13 0 0 0 1.226 1 0 0 0 2.17 0.046 0 0.0 1.14 0 2 2 3 3.639 2.667 1 7.986 0 0 0 -4.687 2.9071 0 0 1 0 2 38.5 2 2 2 -0.066 3.459 1.604 10.007 3 1.002 1.131 0 0 0 1.229 1 0 0 0 2.242 -0.002 0 10.681 2.731 0 2 3 1 3.666 2.423 1 8.395 0 0 0 -4.77 3.3837 0 0 1 0 2 40.0 0 3 2 0.0 3.299 1.185 9.882 6 1.057 1.13 0 1 0 1.212 1 0 0 0 2.236 0.015 0 20.072 1.74 0 2 2 1 3.834 3.333 1 8.516 0 0 0 -5.163 4.1935 0 0 3 0 4 31.6 0 7 6 0.0 3.817 1.225 10.607 14 1.137 1.156 0 3 0 1.167 1 0 0 0 2.411 0.0 0 62.168 1.526 0 4 6 1 4.018 4.042 3 9.217 0 0 0 -4.807 3.3877 2 0 0 0 3 46.2 0 1 0 0.0 3.462 0.881 9.833 2 1.048 1.103 0 0 0 1.321 1 0 1 0 2.246 -0.026 0 0.0 1.06 0 3 0 1 3.999 2.802 0 8.87 0 2 0 -5.019 3.2862 1 0 3 0 4 37.5 1 4 3 -0.627 3.891 1.886 10.548 7 1.029 1.131 0 0 0 1.23 1 0 1 0 2.366 0.0 0 22.352 3.188 0 4 3 1 3.96 2.728 1 9.042 0 1 0 -5.119 3.7467 4 0 0 0 5 46.2 0 1 0 0.0 3.825 0.832 10.265 2 1.098 1.095 0 0 0 1.344 1 0 1 0 2.365 -0.008 0 0.0 0.952 0 5 0 1 4.216 2.98 0 9.376 0 4 0 -5.26 2.4916 5 0 0 0 6 37.5 1 2 0 -0.416 4.387 2.929 10.814 5 1.013 1.124 0 0 0 1.281 1 0 1 0 2.438 0.0 0 11.973 6.971 0 6 0 0 4.295 2.389 0 9.725 0 5 0 -4.783 3.2512 1 0 0 0 2 50.0 0 1 0 0.0 3.319 1.187 9.668 2 1.022 1.1 0 0 0 1.321 1 0 1 0 2.222 -0.026 0 10.143 1.358 0 1 0 0 3.911 2.716 0 8.565 0 1 0 -4.543 2.7404 0 0 0 0 1 47.6 1 1 0 0.078 3.315 1.705 9.722 1 0.988 1.109 0 0 0 1.296 1 0 0 0 2.166 -0.008 0 10.53 2.905 0 0 0 0 3.611 2.394 0 8.295 0 0 1 -5.072 2.2317 0 0 0 0 2 35.4 2 4 0 -0.862 4.429 3.61 10.833 12 0.978 1.134 0 0 0 1.212 1 0 0 0 2.351 0.0 0 25.194 10.844 0 0 0 0 3.794 1.991 0 9.08 2 0 1 -5.315 3.0581 0 0 0 1 2 40.7 3 2 0 -0.875 3.461 1.23 10.548 4 0.994 1.123 0 0 0 1.243 1 0 0 0 2.334 -0.002 0 10.562 2.215 0 0 0 1 3.743 2.558 0 8.485 0 0 0 -5.107 2.9658 0 0 0 1 1 39.3 3 3 0 -0.472 3.533 1.876 10.447 8 1.006 1.126 0 0 0 1.217 1 0 0 0 2.248 0.001 0 11.344 3.439 0 0 0 0 3.678 2.47 0 8.491 0 0 0 -4.882 3.4294 0 0 2 0 2 41.2 0 4 2 -1.168 3.483 1.258 10.136 8 1.069 1.127 0 1 0 1.199 1 0 0 0 2.288 0.005 0 30.73 2.011 0 1 2 1 3.857 3.5 1 8.704 0 0 0 -5.489 2.1976 0 0 0 2 4 35.0 7 3 0 -0.117 4.423 3.682 11.345 8 0.974 1.135 0 0 0 1.225 1 0 0 0 2.466 0.0 0 12.336 11.779 0 1 0 1 3.854 1.943 0 9.163 0 0 0 -4.828 3.3085 0 0 6 0 2 57.1 0 0 4 0.0 3.292 1.261 9.749 0 1.006 1.101 0 0 0 1.35 1 0 0 0 2.247 0.015 0 0.0 1.436 0 0 2 0 3.761 2.833 2 8.437 0 0 0 -4.914 2.2884 0 0 4 0 3 40.5 2 3 6 -0.173 3.986 1.426 10.632 3 1.003 1.128 0 0 0 1.232 2 0 0 0 2.328 0.0 0 12.142 4.181 0 2 7 3 3.733 2.462 2 8.913 0 0 0 -4.0 2.0 0 0 0 0 0 33.3 0 0 0 0.0 3.22 0.0 9.314 0 0.961 1.138 0 0 0 1.205 1 0 0 0 2.0 0.003 0 0.0 1.244 0 0 0 0 3.009 1.5 0 7.439 0 0 0 -4.732 2.8489 3 0 0 0 1 42.9 0 0 0 0.0 3.549 1.187 9.642 0 1.011 1.091 0 0 0 1.421 1 0 1 0 2.194 -0.024 0 0.0 1.659 0 1 0 0 4.523 2.329 0 9.314 0 2 0 -4.733 1.7208 1 0 0 0 2 37.9 1 3 0 0.0 4.248 2.513 10.593 11 0.981 1.125 0 0 0 1.261 2 0 0 0 2.259 0.0 0 0.0 7.746 0 2 0 0 3.999 1.893 0 9.225 0 0 0 -5.272 3.2017 2 0 2 0 2 36.0 0 3 2 0.0 3.817 1.754 10.523 8 1.022 1.114 0 0 0 1.321 1 0 0 0 2.307 -0.001 0 0.0 2.952 0 1 1 0 4.702 2.587 1 9.602 0 0 0 -4.872 3.1623 0 0 3 0 3 36.0 1 2 4 -0.121 3.472 1.508 10.166 3 1.011 1.14 0 0 0 1.215 1 0 0 0 2.296 -0.002 0 10.696 2.373 0 3 5 3 3.736 2.59 2 8.47 0 0 0 -5.096 2.7457 6 0 0 0 8 52.2 0 1 0 0.0 5.261 0.749 10.806 4 1.049 1.058 0 0 0 1.513 2 1 0 0 2.396 0.0 1 0.0 3.141 0 8 0 0 6.954 2.175 0 13.369 0 6 0 -4.782 3.0562 0 0 1 0 2 40.0 0 2 2 -0.896 3.324 1.273 9.947 4 1.015 1.129 0 0 0 1.215 1 0 0 0 2.251 -0.008 0 10.38 1.951 0 1 2 2 3.708 2.773 1 8.322 0 0 0 -4.892 3.2952 0 0 2 0 2 36.7 2 3 1 -0.505 3.598 1.805 10.235 7 1.009 1.134 0 0 0 1.205 1 0 0 0 2.295 -0.001 0 11.03 2.809 0 2 0 1 3.712 2.456 1 8.522 0 0 0 -5.451 2.5976 4 0 0 0 4 42.4 1 2 0 0.0 4.191 1.113 10.865 8 1.013 1.099 0 0 0 1.36 2 0 1 0 2.409 0.0 0 0.0 3.05 0 4 0 0 4.72 2.293 0 9.912 0 2 0 -5.106 2.5769 0 0 0 0 4 47.1 2 0 0 0.0 3.656 1.0 10.411 0 0.969 1.11 0 0 0 1.311 2 0 0 0 2.384 0.0 0 0.0 2.266 0 0 0 0 3.798 1.854 0 8.644 0 0 0 -4.928 1.7361 0 0 0 0 2 45.0 0 0 0 0.0 3.753 0.0 10.506 0 0.968 1.114 0 0 0 1.29 3 0 0 0 2.348 0.0 0 0.0 3.091 2 0 0 0 3.685 1.722 0 8.6 0 0 0 -5.075 2.4622 0 0 0 0 4 48.3 0 3 0 -0.203 3.768 0.922 10.518 9 1.01 1.108 0 0 0 1.263 2 0 0 0 2.369 0.0 0 12.066 2.847 0 2 0 1 3.827 2.52 0 8.828 0 0 0 -5.459 3.1356 1 0 2 0 4 41.7 0 3 2 0.0 3.784 1.029 10.764 6 1.029 1.113 0 0 0 1.28 3 0 0 0 2.462 0.0 0 22.286 1.583 0 2 2 3 4.748 2.906 1 9.674 0 0 0 -5.35 2.9948 1 0 2 0 5 40.0 0 4 2 0.0 3.843 1.024 10.837 9 1.041 1.117 0 0 0 1.254 3 0 0 0 2.442 0.0 0 21.854 1.865 0 3 2 4 4.738 3.078 1 9.706 0 0 0 -5.35 2.9783 1 0 2 0 5 40.0 0 4 2 0.0 3.843 1.024 10.837 9 1.041 1.117 0 0 0 1.251 3 0 0 0 2.443 0.0 0 21.831 1.871 0 3 2 4 4.738 3.078 1 9.706 0 0 0 -5.161 2.5397 0 0 0 0 6 46.4 0 5 0 -0.525 3.844 0.745 10.717 13 1.038 1.112 0 0 0 1.222 2 0 0 0 2.404 0.0 0 12.008 2.924 0 4 0 4 3.881 3.037 0 8.952 0 0 0 -5.164 2.9809 1 0 0 0 0 26.7 0 2 0 0.0 3.083 0.917 9.968 4 1.018 1.133 0 0 0 1.245 1 0 0 0 2.256 -0.072 0 20.861 0.939 0 0 0 0 4.66 2.988 0 9.26 0 0 0 -4.802 1.7802 2 0 5 0 2 39.4 0 0 4 0.0 3.892 0.0 10.46 0 0.986 1.113 0 0 0 1.339 4 0 0 0 2.384 0.0 0 0.0 3.735 0 0 5 1 4.341 1.824 2 9.301 0 0 0 -4.562 2.931 0 1 0 0 0 33.3 0 2 2 -0.603 3.052 0.875 9.54 2 1.062 1.153 1 0 0 1.166 1 0 0 0 2.17 0.05 0 20.392 1.14 0 0 4 2 3.587 3.292 2 8.026 0 0 0 -5.062 4.0287 0 0 0 0 0 26.3 0 6 27 0.0 4.146 1.975 10.792 12 1.021 1.162 0 0 0 1.137 1 0 0 0 2.404 0.0 0 0.0 2.398 0 0 0 0 3.83 2.296 6 8.939 0 0 0 -4.807 2.7734 2 0 0 0 0 26.3 0 0 4 1.008 3.352 0.881 9.833 0 0.994 1.131 0 0 0 1.334 1 0 0 0 2.246 -0.023 0 0.0 1.06 0 0 0 0 4.094 2.019 2 8.76 0 0 0 -5.092 2.0631 0 0 3 0 5 51.5 0 2 4 -0.32 3.945 0.548 10.725 6 1.002 1.103 0 0 0 1.304 4 0 0 0 2.412 0.0 0 12.207 3.461 0 2 3 2 3.924 2.375 1 9.072 0 0 0 -5.051 1.6237 4 2 16 0 14 41.9 2 8 20 -2.695 5.032 0.964 11.786 14 1.032 1.124 0 0 0 1.265 4 0 1 0 2.399 0.0 0 50.918 9.592 0 12 18 2 4.016 2.595 6 10.274 0 4 0 -3.618 3.4245 0 0 0 0 0 44.4 0 1 0 0.0 2.593 0.0 8.412 0 1.011 1.116 0 0 0 1.332 1 0 0 0 2.0 -0.237 0 0.0 0.579 0 0 0 0 3.526 2.3 0 7.6 0 0 0 -5.389 2.7726 1 0 3 0 2 41.7 0 3 3 0.144 3.772 1.506 10.698 9 1.029 1.113 0 0 0 1.278 3 0 0 0 2.504 0.0 0 23.066 2.22 0 1 2 0 4.757 2.728 1 9.614 0 0 0 -5.318 2.6699 2 0 0 0 2 36.4 0 3 0 0.0 3.7 0.985 10.545 9 1.02 1.107 0 0 0 1.317 3 0 0 0 2.402 0.001 0 0.0 1.511 0 1 0 0 4.706 2.293 0 9.538 0 0 0 -5.306 2.2373 0 0 11 0 4 36.2 3 6 11 -1.722 4.217 1.577 11.222 9 1.031 1.14 0 0 0 1.191 6 0 0 0 2.527 0.0 0 23.86 3.172 0 2 10 5 3.942 2.846 4 9.248 0 0 0 -4.843 2.7944 0 0 1 0 2 34.4 0 5 1 -0.929 3.729 2.297 10.299 7 1.029 1.139 0 0 0 1.153 1 0 0 0 2.268 0.0 0 10.307 4.371 0 2 0 3 3.681 2.755 1 8.613 0 0 0 -3.618 2.3247 2 0 0 0 0 27.3 2 0 0 0.0 3.679 1.522 7.853 0 1.008 1.131 0 0 0 1.338 0 1 1 0 1.732 0.336 0 0.0 2.094 0 0 0 0 6.866 2.272 0 11.578 0 2 0 -3.0 1.7389 1 0 0 0 0 25.0 2 0 0 0.0 3.426 0.918 6.594 0 0.985 1.136 0 0 0 1.383 0 1 0 0 1.414 0.691 0 0.0 1.333 0 0 0 0 6.867 2.083 0 11.561 0 1 0 -5.051 3.532 0 0 2 0 0 30.0 2 6 2 -0.794 4.214 3.546 10.717 9 0.991 1.146 0 0 0 1.141 0 0 0 0 2.291 0.0 0 11.784 10.986 0 0 2 6 3.519 2.435 1 8.71 0 0 1 -4.876 2.8477 0 0 2 0 0 30.0 2 2 3 -0.608 3.21 1.193 10.053 4 1.02 1.154 0 0 0 1.174 1 0 0 0 2.336 0.014 0 21.357 1.586 0 0 3 2 3.631 2.9 2 8.126 0 0 0 -4.953 3.4085 0 0 2 0 2 40.0 1 2 3 0.0 3.351 1.273 9.975 4 1.015 1.129 0 1 0 1.241 1 0 0 0 2.288 -0.008 0 20.772 1.602 0 1 2 0 3.853 2.803 1 8.521 0 0 0 -5.418 3.1768 10 0 0 0 12 54.5 0 0 0 0.0 4.608 0.72 11.151 0 1.121 1.069 0 0 0 1.413 2 0 1 0 2.532 0.0 0 0.0 2.359 0 10 0 0 4.361 2.778 0 10.237 0 10 0 diff --git a/tools/tabpfn/test-data/pred_data.tabular b/tools/tabpfn/test-data/pred_data.tabular new file mode 100644 index 0000000000..d72ee4eb28 --- /dev/null +++ b/tools/tabpfn/test-data/pred_data.tabular @@ -0,0 +1,3 @@ +SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_B(m) LOC SM6_L F03[C-O] Me Mi nN-N nArNO2 nCRX3 SpPosA_B(p) nCIR B01[C-Br] B03[C-Cl] N-073 SpMax_A Psi_i_1d B04[C-Br] SdO TI2_L nCrt C-026 F02[C-N] nHDon SpMax_B(m) Psi_i_A nN SM6_B(m) nArCOOR nX predicted_labels +3.919 2.6909 0 0 0 0 0 31.4 2 0 0 0.0 3.106 2.55 9.002 0 0.96 1.142 0 0 0 1.201 0 0 0 0 1.932 0.011 0 0.0 4.489 0 0 0 0 2.949 1.591 0 7.253 0 0 1 +4.17 2.1144 0 0 0 0 0 30.8 1 1 0 0.0 2.461 1.393 8.723 1 0.989 1.144 0 0 0 1.104 1 0 0 0 2.214 -0.204 0 0.0 1.542 0 0 0 0 3.315 1.967 0 7.257 0 0 1 From e5ab02b400e712a3d53504f1a4b7a2dca93beeb1 Mon Sep 17 00:00:00 2001 From: Anup Kumar Date: Wed, 15 Jan 2025 11:39:18 +0000 Subject: [PATCH 11/13] remove unused test data --- tools/tabpfn/test-data/pred_data.tabular | 3 --- 1 file changed, 3 deletions(-) delete mode 100644 tools/tabpfn/test-data/pred_data.tabular diff --git a/tools/tabpfn/test-data/pred_data.tabular b/tools/tabpfn/test-data/pred_data.tabular deleted file mode 100644 index d72ee4eb28..0000000000 --- a/tools/tabpfn/test-data/pred_data.tabular +++ /dev/null @@ -1,3 +0,0 @@ -SpMax_L J_Dz(e) nHM F01[N-N] F04[C-N] NssssC nCb- C% nCp nO F03[C-N] SdssC HyWi_B(m) LOC SM6_L F03[C-O] Me Mi nN-N nArNO2 nCRX3 SpPosA_B(p) nCIR B01[C-Br] B03[C-Cl] N-073 SpMax_A Psi_i_1d B04[C-Br] SdO TI2_L nCrt C-026 F02[C-N] nHDon SpMax_B(m) Psi_i_A nN SM6_B(m) nArCOOR nX predicted_labels -3.919 2.6909 0 0 0 0 0 31.4 2 0 0 0.0 3.106 2.55 9.002 0 0.96 1.142 0 0 0 1.201 0 0 0 0 1.932 0.011 0 0.0 4.489 0 0 0 0 2.949 1.591 0 7.253 0 0 1 -4.17 2.1144 0 0 0 0 0 30.8 1 1 0 0.0 2.461 1.393 8.723 1 0.989 1.144 0 0 0 1.104 1 0 0 0 2.214 -0.204 0 0.0 1.542 0 0 0 0 3.315 1.967 0 7.257 0 0 1 From a6e2e809c1a8aa2ec5ddfef41b260550c73cb179 Mon Sep 17 00:00:00 2001 From: Anup Kumar Date: Wed, 15 Jan 2025 11:50:17 +0000 Subject: [PATCH 12/13] fix linting error --- tools/tabpfn/main.py | 2 +- tools/tabpfn/tabpfn.xml | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/tools/tabpfn/main.py b/tools/tabpfn/main.py index 6ee32507ff..824ff17273 100644 --- a/tools/tabpfn/main.py +++ b/tools/tabpfn/main.py @@ -32,7 +32,7 @@ def train_evaluate(args): print('Accuracy', accuracy_score(te_labels, y_eval)) pred_probas_test = classifier.predict_proba(te_features) te_features["predicted_labels"] = y_eval - te_features.to_csv("output_predicted_data.tabular", sep="\t", index=None) + te_features.to_csv("output_predicted_data", sep="\t", index=None) precision, recall, thresholds = precision_recall_curve(te_labels, pred_probas_test[:, 1]) average_precision = average_precision_score(te_labels, pred_probas_test[:, 1]) plt.figure(figsize=(8, 6)) diff --git a/tools/tabpfn/tabpfn.xml b/tools/tabpfn/tabpfn.xml index d03ad4f471..e3528455e2 100644 --- a/tools/tabpfn/tabpfn.xml +++ b/tools/tabpfn/tabpfn.xml @@ -27,14 +27,14 @@ - - + + - + From 7fe22877dbfb4df138247494b02039e0863e3fd1 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Bj=C3=B6rn=20Gr=C3=BCning?= Date: Wed, 15 Jan 2025 13:13:03 +0100 Subject: [PATCH 13/13] Apply suggestions from code review --- tools/tabpfn/tabpfn.xml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tools/tabpfn/tabpfn.xml b/tools/tabpfn/tabpfn.xml index e3528455e2..ae57422c44 100644 --- a/tools/tabpfn/tabpfn.xml +++ b/tools/tabpfn/tabpfn.xml @@ -1,7 +1,7 @@ with PyTorch - 0.1 + 2.0.3 0 @@ -10,7 +10,7 @@ - tabpfn + tabpfn pandas matplotlib