Datasets:

---

TamAko783

/

n-rdd2024-augmented

like 1

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 19 new columns ({'train/cls_loss', 'lr/pg6', 'val/box_loss', 'lr/pg2', 'time', 'lr/pg3', 'lr/pg4', 'val/cls_loss', 'lr/pg0', 'metrics/precision(B)', 'train/box_loss', 'lr/pg7', 'metrics/mAP50(B)', 'lr/pg1', 'metrics/mAP50-95(B)', 'val/dfl_loss', 'metrics/recall(B)', 'lr/pg5', 'train/dfl_loss'}) and 7 missing columns ({'det_accuracy', 'mAP50-95', 'f1', 'recall', 'mAP50', 'fitness', 'precision'}).

This happened while the csv dataset builder was generating data using

hf://datasets/TamAko783/n-rdd2024-augmented/runs/yolo26_distilled_frdc/results.csv (at revision 9203f30bc281d52a63e67ad266c005af6ceadcac), ['hf://datasets/TamAko783/n-rdd2024-augmented@9203f30bc281d52a63e67ad266c005af6ceadcac/runs/yolo26_distilled_frdc/metrics_distill.csv', 'hf://datasets/TamAko783/n-rdd2024-augmented@9203f30bc281d52a63e67ad266c005af6ceadcac/runs/yolo26_distilled_frdc/results.csv', 'hf://datasets/TamAko783/n-rdd2024-augmented@9203f30bc281d52a63e67ad266c005af6ceadcac/runs/yolo26n_fresh_gcp/metrics_full.csv', 'hf://datasets/TamAko783/n-rdd2024-augmented@9203f30bc281d52a63e67ad266c005af6ceadcac/runs/yolo26n_fresh_gcp/results.csv', 'hf://datasets/TamAko783/n-rdd2024-augmented@9203f30bc281d52a63e67ad266c005af6ceadcac/runs/yolo26n_nomosaic_ft/metrics_finetune.csv', 'hf://datasets/TamAko783/n-rdd2024-augmented@9203f30bc281d52a63e67ad266c005af6ceadcac/runs/yolo26n_nomosaic_ft/results.csv', 'hf://datasets/TamAko783/n-rdd2024-augmented@9203f30bc281d52a63e67ad266c005af6ceadcac/runs/yolo26n_p2_v2/metrics_v2.csv', 'hf://datasets/TamAko783/n-rdd2024-augmented@9203f30bc281d52a63e67ad266c005af6ceadcac/runs/yolo26n_p2_v2/results.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 1800, 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 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              epoch: int64
              time: double
              train/box_loss: double
              train/cls_loss: double
              train/dfl_loss: double
              metrics/precision(B): double
              metrics/recall(B): double
              metrics/mAP50(B): double
              metrics/mAP50-95(B): double
              val/box_loss: double
              val/cls_loss: double
              val/dfl_loss: double
              lr/pg0: double
              lr/pg1: double
              lr/pg2: double
              lr/pg3: double
              lr/pg4: double
              lr/pg5: double
              lr/pg6: double
              lr/pg7: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2691
              to
              {'epoch': Value('int64'), 'precision': Value('float64'), 'recall': Value('float64'), 'f1': Value('float64'), 'det_accuracy': Value('float64'), 'mAP50': Value('float64'), 'mAP50-95': Value('float64'), 'fitness': 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 1343, 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 907, 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 1646, 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 1802, 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 19 new columns ({'train/cls_loss', 'lr/pg6', 'val/box_loss', 'lr/pg2', 'time', 'lr/pg3', 'lr/pg4', 'val/cls_loss', 'lr/pg0', 'metrics/precision(B)', 'train/box_loss', 'lr/pg7', 'metrics/mAP50(B)', 'lr/pg1', 'metrics/mAP50-95(B)', 'val/dfl_loss', 'metrics/recall(B)', 'lr/pg5', 'train/dfl_loss'}) and 7 missing columns ({'det_accuracy', 'mAP50-95', 'f1', 'recall', 'mAP50', 'fitness', 'precision'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/TamAko783/n-rdd2024-augmented/runs/yolo26_distilled_frdc/results.csv (at revision 9203f30bc281d52a63e67ad266c005af6ceadcac), ['hf://datasets/TamAko783/n-rdd2024-augmented@9203f30bc281d52a63e67ad266c005af6ceadcac/runs/yolo26_distilled_frdc/metrics_distill.csv', 'hf://datasets/TamAko783/n-rdd2024-augmented@9203f30bc281d52a63e67ad266c005af6ceadcac/runs/yolo26_distilled_frdc/results.csv', 'hf://datasets/TamAko783/n-rdd2024-augmented@9203f30bc281d52a63e67ad266c005af6ceadcac/runs/yolo26n_fresh_gcp/metrics_full.csv', 'hf://datasets/TamAko783/n-rdd2024-augmented@9203f30bc281d52a63e67ad266c005af6ceadcac/runs/yolo26n_fresh_gcp/results.csv', 'hf://datasets/TamAko783/n-rdd2024-augmented@9203f30bc281d52a63e67ad266c005af6ceadcac/runs/yolo26n_nomosaic_ft/metrics_finetune.csv', 'hf://datasets/TamAko783/n-rdd2024-augmented@9203f30bc281d52a63e67ad266c005af6ceadcac/runs/yolo26n_nomosaic_ft/results.csv', 'hf://datasets/TamAko783/n-rdd2024-augmented@9203f30bc281d52a63e67ad266c005af6ceadcac/runs/yolo26n_p2_v2/metrics_v2.csv', 'hf://datasets/TamAko783/n-rdd2024-augmented@9203f30bc281d52a63e67ad266c005af6ceadcac/runs/yolo26n_p2_v2/results.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)