Datasets:

---

ProCreations

/

isogaussian-drl-repro

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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 6 new columns ({'rankme_auc', 'run', 'sigreg_auc_x100', 'dormant_mlp_auc', 'dormant_all_auc', 'acc_auc'}) and 12 missing columns ({'proj_excess_kurt', 'probe_sigreg', 'train_acc', 'epoch', 'top_eig_share', 'train_sigreg', 'epoch_time_s', 'rankme', 'dormant_cnn', 'dormant_all', 'dormant_mlp', 'proj_abs_skew'}).

This happened while the csv dataset builder was generating data using

hf://datasets/ProCreations/isogaussian-drl-repro/claim5_gpu/grid_summary.csv (at revision 6fc24d1acb0f8c05671029a0e9b95673e949944e), ['hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_adam_lam0.0_seed0.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_adam_lam0.0_seed1.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_adam_lam1.0_seed0.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_adam_lam1.0_seed1.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_kron_lam0.0_seed0.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_kron_lam0.0_seed1.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_kron_lam1.0_seed0.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_kron_lam1.0_seed1.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_radam_lam0.0_seed0.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_radam_lam0.0_seed1.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_radam_lam1.0_seed0.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_radam_lam1.0_seed1.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/grid_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/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/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/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              run: string
              acc_auc: double
              sigreg_auc_x100: double
              rankme_auc: double
              dormant_mlp_auc: double
              dormant_all_auc: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1013
              to
              {'epoch': Value('int64'), 'train_acc': Value('float64'), 'train_sigreg': Value('float64'), 'probe_sigreg': Value('float64'), 'rankme': Value('float64'), 'dormant_mlp': Value('float64'), 'dormant_cnn': Value('float64'), 'dormant_all': Value('float64'), 'proj_abs_skew': Value('float64'), 'proj_excess_kurt': Value('float64'), 'top_eig_share': Value('float64'), 'epoch_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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 6 new columns ({'rankme_auc', 'run', 'sigreg_auc_x100', 'dormant_mlp_auc', 'dormant_all_auc', 'acc_auc'}) and 12 missing columns ({'proj_excess_kurt', 'probe_sigreg', 'train_acc', 'epoch', 'top_eig_share', 'train_sigreg', 'epoch_time_s', 'rankme', 'dormant_cnn', 'dormant_all', 'dormant_mlp', 'proj_abs_skew'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/ProCreations/isogaussian-drl-repro/claim5_gpu/grid_summary.csv (at revision 6fc24d1acb0f8c05671029a0e9b95673e949944e), ['hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_adam_lam0.0_seed0.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_adam_lam0.0_seed1.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_adam_lam1.0_seed0.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_adam_lam1.0_seed1.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_kron_lam0.0_seed0.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_kron_lam0.0_seed1.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_kron_lam1.0_seed0.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_kron_lam1.0_seed1.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_radam_lam0.0_seed0.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_radam_lam0.0_seed1.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_radam_lam1.0_seed0.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/cifar_radam_lam1.0_seed1.csv', 'hf://datasets/ProCreations/isogaussian-drl-repro@6fc24d1acb0f8c05671029a0e9b95673e949944e/claim5_gpu/grid_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)