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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 21 new columns ({'final_auc_roc', 'model_mb', 'architecture', 'dataset', 'final_round', 'final_precision', 'final_recall', 'tag', 'n_rounds', 'fl_algo', 'final_accuracy', 'model', 'final_f1_binary', 'final_f1_macro', 'model_params', 'final_f1_weighted', 'n_clients', 'partition', 'total_time_s', 'final_fpr', 'final_threshold'}) and 12 missing columns ({'threshold', 'auc_roc', 'round', 'comm_mb', 'round_time_s', 'precision', 'f1_weighted', 'recall', 'f1_macro', 'f1_binary', 'accuracy', 'fpr'}).
This happened while the csv dataset builder was generating data using
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'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/CICIDS2017__Transformer__FedAvg__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/CICIDS2017__Transformer__FedNova__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/CICIDS2017__Transformer__FedNova__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/CICIDS2017__Transformer__FedProx__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/CICIDS2017__Transformer__FedProx__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__BiLSTM__FedAvg__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__BiLSTM__FedAvg__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__BiLSTM__FedNova__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__BiLSTM__FedNova__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__BiLSTM__FedProx__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__BiLSTM__FedProx__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__CNN_BiLSTM__FedAvg__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__CNN_BiLSTM__FedAvg__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__CNN_BiLSTM__FedNova__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__CNN_BiLSTM__FedNova__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__CNN_BiLSTM__FedProx__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__CNN_BiLSTM__FedProx__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__CNN__FedAvg__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__CNN__FedAvg__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__CNN__FedNova__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__CNN__FedNova__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__CNN__FedProx__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__CNN__FedProx__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__Transformer__FedAvg__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__Transformer__FedAvg__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__Transformer__FedNova__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__Transformer__FedNova__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__Transformer__FedProx__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/Edge_IIoTset__Transformer__FedProx__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__BiLSTM__FedAvg__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__BiLSTM__FedAvg__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__BiLSTM__FedNova__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__BiLSTM__FedNova__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__BiLSTM__FedProx__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__BiLSTM__FedProx__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__CNN_BiLSTM__FedAvg__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__CNN_BiLSTM__FedAvg__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__CNN_BiLSTM__FedNova__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__CNN_BiLSTM__FedNova__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__CNN_BiLSTM__FedProx__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__CNN_BiLSTM__FedProx__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__CNN__FedAvg__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__CNN__FedAvg__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__CNN__FedNova__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__CNN__FedNova__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__CNN__FedProx__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__CNN__FedProx__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__Transformer__FedAvg__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__Transformer__FedAvg__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__Transformer__FedNova__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__Transformer__FedNova__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__Transformer__FedProx__iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/history/UNSW_NB15__Transformer__FedProx__non_iid__round_metrics.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/results/all_results_summary.csv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
tag: string
dataset: string
model: string
fl_algo: string
partition: string
architecture: string
n_clients: int64
n_rounds: int64
total_time_s: double
model_params: int64
model_mb: double
final_accuracy: double
final_precision: double
final_recall: double
final_f1_binary: double
final_f1_macro: double
final_f1_weighted: double
final_fpr: double
final_auc_roc: double
final_threshold: double
final_round: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2813
to
{'accuracy': Value('float64'), 'precision': Value('float64'), 'recall': Value('float64'), 'f1_binary': Value('float64'), 'f1_macro': Value('float64'), 'f1_weighted': Value('float64'), 'fpr': Value('float64'), 'auc_roc': Value('float64'), 'threshold': Value('float64'), 'round': Value('int64'), 'comm_mb': Value('float64'), 'round_time_s': Value('float64')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1361, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 940, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1683, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 21 new columns ({'final_auc_roc', 'model_mb', 'architecture', 'dataset', 'final_round', 'final_precision', 'final_recall', 'tag', 'n_rounds', 'fl_algo', 'final_accuracy', 'model', 'final_f1_binary', 'final_f1_macro', 'model_params', 'final_f1_weighted', 'n_clients', 'partition', 'total_time_s', 'final_fpr', 'final_threshold'}) and 12 missing columns ({'threshold', 'auc_roc', 'round', 'comm_mb', 'round_time_s', 'precision', 'f1_weighted', 'recall', 'f1_macro', 'f1_binary', 'accuracy', 'fpr'}).
This happened while the csv dataset builder was generating data using
hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1/results/all_results_summary.csv (at revision 704e69d97e0f37bf0963b4586af248c0f8f9b46d), ['hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/_checkpoints/CICIDS2017__BiLSTM__FedAvg__iid/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/_checkpoints/CICIDS2017__BiLSTM__FedAvg__non_iid/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/_checkpoints/CICIDS2017__BiLSTM__FedNova__iid/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/_checkpoints/CICIDS2017__BiLSTM__FedNova__non_iid/history.csv', 'hf://datasets/JabaleNurAdnan/dml-fl-iot-ids-baseline-rerunV1@704e69d97e0f37bf0963b4586af248c0f8f9b46d/_checkpoints/CICIDS2017__BiLSTM__FedProx__iid/history.csv', 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Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
accuracy float64 | precision float64 | recall float64 | f1_binary float64 | f1_macro float64 | f1_weighted float64 | fpr float64 | auc_roc float64 | threshold float64 | round int64 | comm_mb float64 | round_time_s float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|
0.8673 | 0.838384 | 0.415623 | 0.555742 | 0.738871 | 0.848859 | 0.019993 | 0.574441 | 0.945021 | 1 | 19.016 | 131.21 |
0.8617 | 0.748382 | 0.463195 | 0.572224 | 0.74487 | 0.848562 | 0.03886 | 0.73241 | 0.396725 | 2 | 19.016 | 26.52 |
0.862 | 0.750609 | 0.462694 | 0.572491 | 0.745105 | 0.848778 | 0.038361 | 0.761137 | 0.432138 | 3 | 19.016 | 26.03 |
0.8683 | 0.847648 | 0.415123 | 0.557311 | 0.739977 | 0.849686 | 0.018618 | 0.778578 | 0.910011 | 4 | 19.016 | 26.35 |
0.8697 | 0.69235 | 0.625438 | 0.657195 | 0.788379 | 0.867168 | 0.069349 | 0.832377 | 0.43995 | 5 | 19.016 | 27.51 |
0.8528 | 0.610619 | 0.725588 | 0.663158 | 0.78449 | 0.857362 | 0.115457 | 0.832236 | 0.433289 | 6 | 19.016 | 27.13 |
0.8518 | 0.608604 | 0.722584 | 0.660714 | 0.782954 | 0.856372 | 0.115957 | 0.832204 | 0.432872 | 7 | 19.016 | 27.08 |
0.8548 | 0.615417 | 0.727591 | 0.66682 | 0.786996 | 0.859174 | 0.113457 | 0.832191 | 0.436977 | 8 | 19.016 | 26.92 |
0.8553 | 0.616922 | 0.72659 | 0.66728 | 0.787413 | 0.859565 | 0.112583 | 0.83242 | 0.442614 | 9 | 19.016 | 26.85 |
0.8608 | 0.651174 | 0.652479 | 0.651826 | 0.782418 | 0.860852 | 0.087217 | 0.832427 | 0.439837 | 10 | 19.016 | 26.61 |
0.8765 | 0.725979 | 0.612919 | 0.664676 | 0.794494 | 0.872463 | 0.057728 | 0.835688 | 0.444152 | 11 | 19.016 | 26.4 |
0.8779 | 0.726901 | 0.622434 | 0.670623 | 0.797841 | 0.874249 | 0.058353 | 0.837746 | 0.451626 | 12 | 19.016 | 26.56 |
0.8695 | 0.690529 | 0.627942 | 0.65775 | 0.788565 | 0.867132 | 0.070224 | 0.834813 | 0.437043 | 13 | 19.016 | 26.35 |
0.8746 | 0.713138 | 0.622434 | 0.664706 | 0.793792 | 0.871321 | 0.062477 | 0.838207 | 0.451105 | 14 | 19.016 | 26.25 |
0.8765 | 0.71947 | 0.625438 | 0.669167 | 0.796623 | 0.873173 | 0.060852 | 0.846005 | 0.454851 | 15 | 19.016 | 26.22 |
0.8749 | 0.746042 | 0.56635 | 0.643894 | 0.784008 | 0.868161 | 0.048107 | 0.85001 | 0.448925 | 16 | 19.016 | 26.16 |
0.8749 | 0.746042 | 0.56635 | 0.643894 | 0.784008 | 0.868161 | 0.048107 | 0.852501 | 0.477307 | 17 | 19.016 | 26.28 |
0.8611 | 0.669454 | 0.601402 | 0.633606 | 0.773956 | 0.858251 | 0.074097 | 0.865104 | 0.463656 | 18 | 19.016 | 25.88 |
0.8504 | 0.628792 | 0.612419 | 0.620497 | 0.763667 | 0.849656 | 0.090216 | 0.878788 | 0.479627 | 19 | 19.016 | 25.96 |
0.8481 | 0.63626 | 0.558838 | 0.595041 | 0.750779 | 0.844316 | 0.07972 | 0.870098 | 0.510208 | 20 | 19.016 | 25.67 |
0.8704 | 0.867786 | 0.414121 | 0.560678 | 0.742333 | 0.851435 | 0.015744 | 0.86231 | 0.938733 | 21 | 19.016 | 25.58 |
0.8699 | 0.859504 | 0.416625 | 0.561214 | 0.742421 | 0.851254 | 0.016994 | 0.862579 | 0.901502 | 22 | 19.016 | 24.95 |
0.7927 | 0.490104 | 0.942414 | 0.644852 | 0.749242 | 0.811939 | 0.244658 | 0.86905 | 0.626618 | 23 | 19.016 | 24.58 |
0.8225 | 0.531842 | 0.928393 | 0.676272 | 0.777001 | 0.837499 | 0.203924 | 0.889013 | 0.645416 | 24 | 19.016 | 24.81 |
0.8468 | 0.572998 | 0.913871 | 0.704361 | 0.800487 | 0.85822 | 0.169936 | 0.912714 | 0.72042 | 25 | 19.016 | 24.69 |
0.8465 | 0.574134 | 0.895844 | 0.699785 | 0.798337 | 0.857528 | 0.165813 | 0.905702 | 0.714987 | 26 | 19.016 | 24.65 |
0.8682 | 0.628647 | 0.830746 | 0.715703 | 0.814959 | 0.874572 | 0.122454 | 0.9205 | 0.737345 | 27 | 19.016 | 25.09 |
0.8613 | 0.600131 | 0.915373 | 0.724965 | 0.816116 | 0.870862 | 0.152193 | 0.916056 | 0.715176 | 28 | 19.016 | 24.52 |
0.8588 | 0.596122 | 0.908363 | 0.719841 | 0.812728 | 0.868516 | 0.153567 | 0.914275 | 0.72045 | 29 | 19.016 | 24.82 |
0.8458 | 0.569807 | 0.929895 | 0.706621 | 0.801018 | 0.857713 | 0.175184 | 0.919913 | 0.75079 | 30 | 19.016 | 24.79 |
0.8673 | 0.838384 | 0.415623 | 0.555742 | 0.738871 | 0.848859 | 0.019993 | 0.577754 | 0.875057 | 1 | 19.016 | 132.41 |
0.8633 | 0.756933 | 0.464697 | 0.575861 | 0.74719 | 0.850091 | 0.037236 | 0.733843 | 0.381636 | 2 | 19.016 | 25.49 |
0.8636 | 0.758367 | 0.465198 | 0.57666 | 0.747682 | 0.850397 | 0.036986 | 0.750519 | 0.388999 | 3 | 19.016 | 24.43 |
0.8631 | 0.754457 | 0.466199 | 0.576292 | 0.747327 | 0.85005 | 0.037861 | 0.785539 | 0.432668 | 4 | 19.016 | 24.76 |
0.8452 | 0.598078 | 0.685528 | 0.638824 | 0.770157 | 0.849035 | 0.114957 | 0.818548 | 0.42705 | 5 | 19.016 | 25.12 |
0.8504 | 0.604419 | 0.726089 | 0.659691 | 0.781909 | 0.855313 | 0.118581 | 0.828245 | 0.423942 | 6 | 19.016 | 25.06 |
0.858 | 0.639709 | 0.661492 | 0.650419 | 0.780662 | 0.858886 | 0.092965 | 0.82502 | 0.418882 | 7 | 19.016 | 24.91 |
0.8603 | 0.650905 | 0.647972 | 0.649435 | 0.781102 | 0.860181 | 0.086717 | 0.824992 | 0.420262 | 8 | 19.016 | 24.64 |
0.8728 | 0.708693 | 0.616425 | 0.659347 | 0.790573 | 0.869388 | 0.063226 | 0.82616 | 0.433522 | 9 | 19.016 | 24.75 |
0.8703 | 0.695095 | 0.624437 | 0.657874 | 0.788928 | 0.86764 | 0.068349 | 0.826852 | 0.430551 | 10 | 19.016 | 24.49 |
0.8713 | 0.703322 | 0.614922 | 0.656158 | 0.788496 | 0.867978 | 0.064726 | 0.827593 | 0.435603 | 11 | 19.016 | 24.39 |
0.8736 | 0.710753 | 0.618928 | 0.66167 | 0.791976 | 0.870238 | 0.062851 | 0.828232 | 0.433758 | 12 | 19.016 | 24.65 |
0.8744 | 0.71654 | 0.613921 | 0.661273 | 0.79209 | 0.870659 | 0.060602 | 0.830537 | 0.435768 | 13 | 19.016 | 24.61 |
0.8777 | 0.730632 | 0.613921 | 0.667211 | 0.796148 | 0.873587 | 0.056479 | 0.832148 | 0.438421 | 14 | 19.016 | 24.18 |
0.8713 | 0.699214 | 0.623936 | 0.659434 | 0.790046 | 0.868492 | 0.066975 | 0.831494 | 0.434861 | 15 | 19.016 | 24.72 |
0.8774 | 0.723738 | 0.624437 | 0.67043 | 0.797561 | 0.873917 | 0.059478 | 0.836464 | 0.451752 | 16 | 19.016 | 24.52 |
0.8766 | 0.719885 | 0.625438 | 0.669346 | 0.796746 | 0.873262 | 0.060727 | 0.838978 | 0.451728 | 17 | 19.016 | 24.53 |
0.8783 | 0.732697 | 0.614922 | 0.668663 | 0.797062 | 0.874178 | 0.055979 | 0.841062 | 0.443702 | 18 | 19.016 | 24.23 |
0.8777 | 0.730632 | 0.613921 | 0.667211 | 0.796148 | 0.873587 | 0.056479 | 0.844977 | 0.467742 | 19 | 19.016 | 24.32 |
0.8711 | 0.714286 | 0.590886 | 0.646753 | 0.78396 | 0.866366 | 0.058978 | 0.855117 | 0.455407 | 20 | 19.016 | 24.22 |
0.8662 | 0.695549 | 0.58688 | 0.636611 | 0.777308 | 0.86181 | 0.064101 | 0.863244 | 0.463536 | 21 | 19.016 | 24.11 |
0.8699 | 0.716149 | 0.577366 | 0.639312 | 0.779975 | 0.864456 | 0.057104 | 0.881182 | 0.473542 | 22 | 19.016 | 24.1 |
0.8536 | 0.61492 | 0.714071 | 0.660797 | 0.783727 | 0.857558 | 0.111583 | 0.890648 | 0.517993 | 23 | 19.016 | 23.79 |
0.846 | 0.591804 | 0.737606 | 0.65671 | 0.778722 | 0.852003 | 0.126952 | 0.891205 | 0.451101 | 24 | 19.016 | 23.67 |
0.8334 | 0.559511 | 0.779169 | 0.651319 | 0.770936 | 0.842778 | 0.153068 | 0.890578 | 0.528834 | 25 | 19.016 | 23.4 |
0.8392 | 0.572224 | 0.771657 | 0.657143 | 0.776057 | 0.847476 | 0.143946 | 0.893075 | 0.582048 | 26 | 19.016 | 23.62 |
0.8695 | 0.761725 | 0.504256 | 0.606809 | 0.764288 | 0.85887 | 0.03936 | 0.88955 | 0.647466 | 27 | 19.016 | 23.33 |
0.8728 | 0.772761 | 0.514271 | 0.617559 | 0.770636 | 0.862574 | 0.037736 | 0.885438 | 0.635161 | 28 | 19.016 | 23.23 |
0.8206 | 0.528392 | 0.945919 | 0.678033 | 0.776846 | 0.836193 | 0.210671 | 0.90224 | 0.637816 | 29 | 19.016 | 23 |
0.8593 | 0.617343 | 0.777166 | 0.688096 | 0.798629 | 0.865015 | 0.120205 | 0.91529 | 0.743035 | 30 | 19.016 | 22.94 |
0.8682 | 0.84964 | 0.41312 | 0.55593 | 0.739273 | 0.849389 | 0.018243 | 0.66126 | 0.961573 | 1 | 19.016 | 244.26 |
0.8656 | 0.77231 | 0.463696 | 0.579474 | 0.749747 | 0.852012 | 0.034112 | 0.749558 | 0.425569 | 2 | 19.016 | 241.21 |
0.8616 | 0.744613 | 0.467201 | 0.574154 | 0.745763 | 0.848832 | 0.039985 | 0.779165 | 0.446702 | 3 | 19.016 | 241.67 |
0.8773 | 0.746795 | 0.583375 | 0.655046 | 0.790212 | 0.871393 | 0.049356 | 0.833419 | 0.444753 | 4 | 19.016 | 241.02 |
0.8703 | 0.733645 | 0.550325 | 0.628898 | 0.775158 | 0.863002 | 0.049856 | 0.840496 | 0.441508 | 5 | 19.016 | 242.5 |
0.8438 | 0.622673 | 0.552829 | 0.585676 | 0.744717 | 0.840237 | 0.083594 | 0.864409 | 0.434792 | 6 | 19.016 | 242.6 |
0.8425 | 0.618009 | 0.55333 | 0.583884 | 0.743376 | 0.839167 | 0.085343 | 0.845657 | 0.432265 | 7 | 19.016 | 245.61 |
0.8681 | 0.845918 | 0.415123 | 0.556937 | 0.739727 | 0.84951 | 0.018868 | 0.831039 | 0.874068 | 8 | 19.016 | 244.78 |
0.8689 | 0.708384 | 0.583876 | 0.640132 | 0.779991 | 0.863991 | 0.059978 | 0.837136 | 0.437683 | 9 | 19.016 | 243.62 |
0.8694 | 0.71003 | 0.584877 | 0.641406 | 0.780784 | 0.864494 | 0.059603 | 0.836877 | 0.4446 | 10 | 19.016 | 242.17 |
0.8691 | 0.701405 | 0.5999 | 0.646694 | 0.783181 | 0.865156 | 0.063726 | 0.835912 | 0.450066 | 11 | 19.016 | 243.7 |
0.8611 | 0.668701 | 0.603405 | 0.634377 | 0.774321 | 0.858371 | 0.074597 | 0.831606 | 0.444376 | 12 | 19.016 | 243.07 |
0.8689 | 0.689503 | 0.624937 | 0.655634 | 0.787337 | 0.866437 | 0.070224 | 0.832674 | 0.440927 | 13 | 19.016 | 243.04 |
0.8729 | 0.704162 | 0.62694 | 0.663311 | 0.792488 | 0.870071 | 0.065725 | 0.839939 | 0.45152 | 14 | 19.016 | 242.57 |
0.8643 | 0.671306 | 0.627942 | 0.6489 | 0.782399 | 0.862578 | 0.076721 | 0.837474 | 0.445485 | 15 | 19.016 | 242.7 |
0.8723 | 0.70362 | 0.622934 | 0.660823 | 0.791083 | 0.869317 | 0.065475 | 0.844088 | 0.459772 | 16 | 19.016 | 241.71 |
0.8667 | 0.710393 | 0.561342 | 0.627133 | 0.772988 | 0.860589 | 0.057104 | 0.85048 | 0.45193 | 17 | 19.016 | 242.28 |
0.8681 | 0.699882 | 0.594392 | 0.642838 | 0.780976 | 0.863942 | 0.063601 | 0.851973 | 0.459565 | 18 | 19.016 | 243.07 |
0.8769 | 0.754316 | 0.568853 | 0.648587 | 0.786984 | 0.870105 | 0.046233 | 0.859925 | 0.468269 | 19 | 19.016 | 241.97 |
0.8724 | 0.719951 | 0.590886 | 0.649065 | 0.785544 | 0.867514 | 0.057353 | 0.876313 | 0.466051 | 20 | 19.016 | 246.5 |
0.8704 | 0.719749 | 0.574862 | 0.639198 | 0.780106 | 0.864735 | 0.055854 | 0.880882 | 0.458779 | 21 | 19.016 | 241.5 |
0.8506 | 0.603797 | 0.732599 | 0.661991 | 0.783049 | 0.855757 | 0.119955 | 0.89041 | 0.483512 | 22 | 19.016 | 240.69 |
0.8486 | 0.593351 | 0.768653 | 0.669721 | 0.785756 | 0.855446 | 0.131451 | 0.895328 | 0.518001 | 23 | 19.016 | 239.96 |
0.8013 | 0.501322 | 0.949424 | 0.656169 | 0.758223 | 0.819517 | 0.235662 | 0.883383 | 0.506268 | 24 | 19.016 | 240.84 |
0.7967 | 0.495285 | 0.94692 | 0.650387 | 0.753533 | 0.815483 | 0.240785 | 0.870333 | 0.496412 | 25 | 19.016 | 242.03 |
0.8197 | 0.527247 | 0.93991 | 0.675544 | 0.775354 | 0.8353 | 0.210296 | 0.895598 | 0.598665 | 26 | 19.016 | 240.61 |
0.8588 | 0.595495 | 0.91337 | 0.720949 | 0.813219 | 0.868636 | 0.154817 | 0.909627 | 0.646496 | 27 | 19.016 | 241.69 |
0.8769 | 0.667395 | 0.764647 | 0.712719 | 0.817193 | 0.87994 | 0.095089 | 0.898172 | 0.716749 | 28 | 19.016 | 241 |
0.8454 | 0.572859 | 0.887832 | 0.696386 | 0.796342 | 0.856375 | 0.165188 | 0.916807 | 0.672983 | 29 | 19.016 | 240.93 |
0.8599 | 0.620355 | 0.769154 | 0.686787 | 0.798279 | 0.86524 | 0.117456 | 0.920086 | 0.732159 | 30 | 19.016 | 241.24 |
0.8674 | 0.844103 | 0.412118 | 0.553836 | 0.737982 | 0.84858 | 0.018993 | 0.590803 | 0.79088 | 1 | 19.016 | 218.38 |
0.861 | 0.742219 | 0.465699 | 0.572308 | 0.744661 | 0.848177 | 0.04036 | 0.750289 | 0.364213 | 2 | 19.016 | 216.17 |
0.8601 | 0.736177 | 0.4667 | 0.571253 | 0.743833 | 0.847484 | 0.041734 | 0.766055 | 0.370578 | 3 | 19.016 | 216.38 |
0.8599 | 0.731366 | 0.471708 | 0.573516 | 0.74485 | 0.847752 | 0.043234 | 0.795814 | 0.430496 | 4 | 19.016 | 215.25 |
0.8426 | 0.588828 | 0.702053 | 0.640475 | 0.76986 | 0.847568 | 0.122329 | 0.815981 | 0.430268 | 5 | 19.016 | 216.26 |
0.8568 | 0.62161 | 0.723085 | 0.668519 | 0.788596 | 0.860715 | 0.109834 | 0.829235 | 0.425501 | 6 | 19.016 | 215.66 |
0.8807 | 0.741587 | 0.617927 | 0.674133 | 0.800559 | 0.87649 | 0.05373 | 0.833694 | 0.421883 | 7 | 19.016 | 214.87 |
0.8827 | 0.744365 | 0.628443 | 0.68151 | 0.804811 | 0.878865 | 0.053855 | 0.833615 | 0.422837 | 8 | 19.016 | 214.67 |
0.882 | 0.760025 | 0.597897 | 0.669283 | 0.798736 | 0.876485 | 0.047107 | 0.835433 | 0.424757 | 9 | 19.016 | 215.43 |
0.8578 | 0.623976 | 0.724587 | 0.670528 | 0.789931 | 0.861645 | 0.108959 | 0.830214 | 0.41257 | 10 | 19.016 | 213.87 |
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