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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 8 new columns ({'valid/reg_loss_5/dataloader_idx_0', 'train/reg_loss_5', 'valid/reg_loss_4/dataloader_idx_0', 'valid/pred_loss_5/dataloader_idx_0', 'valid/pred_loss_4/dataloader_idx_0', 'train/pred_loss_4', 'train/pred_loss_5', 'train/reg_loss_4'})

This happened while the csv dataset builder was generating data using

hf://datasets/MLDS-NUS/Meso-SpecOnsNet/logs/official/runs/ckdv/fno/csv/version_0/metrics.csv (at revision ce28d024519508f1e8145e408caa97f3e5334ded), ['hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac/ac/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac/ac_realV/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac/fno/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac/onsagernet1d_lowrank/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac/res_onsagernet/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac/s_onsagernet/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/ac_2d/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/ac_2d/csv/version_1/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/ac_2d_realV/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/ac_2d_realV/csv/version_1/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/fno/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/res_onsagernet_2d/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/s_onsagernet/csv/version_2/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/s_onsagernet/csv/version_4/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/s_onsagernet/csv/version_5/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/s_onsagernet/csv/version_6/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ckdv/fno/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ckdv/onsagernet1d_lowrank/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ckdv/res_onsagernet/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ckdv/s_onsagernet/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/fene_v2/fno/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/fene_v2/onsagernet1d_lowrank/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/fene_v2/res_onsagernet/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/fene_v2/s_onsagernet/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/kdv/fno/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/kdv/kdv/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/kdv/kdv_realV/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/kdv/onsagernet1d_lowrank/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/kdv/res_onsagernet/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/kdv/s_onsagernet/csv/version_0/metrics.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: double
              lr-Adam: double
              step: int64
              train/loss: double
              train/pred_loss: double
              train/pred_loss_1: double
              train/pred_loss_2: double
              train/pred_loss_3: double
              train/pred_loss_4: double
              train/pred_loss_5: double
              train/reg_loss_1: double
              train/reg_loss_2: double
              train/reg_loss_3: double
              train/reg_loss_4: double
              train/reg_loss_5: double
              valid/final_loss: double
              valid/loss: double
              valid/loss_best: double
              valid/pred_loss/dataloader_idx_0: double
              valid/pred_loss_1/dataloader_idx_0: double
              valid/pred_loss_2/dataloader_idx_0: double
              valid/pred_loss_3/dataloader_idx_0: double
              valid/pred_loss_4/dataloader_idx_0: double
              valid/pred_loss_5/dataloader_idx_0: double
              valid/reg_loss_1/dataloader_idx_0: double
              valid/reg_loss_2/dataloader_idx_0: double
              valid/reg_loss_3/dataloader_idx_0: double
              valid/reg_loss_4/dataloader_idx_0: double
              valid/reg_loss_5/dataloader_idx_0: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 4415
              to
              {'epoch': Value('float64'), 'lr-Adam': Value('float64'), 'step': Value('int64'), 'train/loss': Value('float64'), 'train/pred_loss': Value('float64'), 'train/pred_loss_1': Value('float64'), 'train/pred_loss_2': Value('float64'), 'train/pred_loss_3': Value('float64'), 'train/reg_loss_1': Value('float64'), 'train/reg_loss_2': Value('float64'), 'train/reg_loss_3': Value('float64'), 'valid/final_loss': Value('float64'), 'valid/loss': Value('float64'), 'valid/loss_best': Value('float64'), 'valid/pred_loss/dataloader_idx_0': Value('float64'), 'valid/pred_loss_1/dataloader_idx_0': Value('float64'), 'valid/pred_loss_2/dataloader_idx_0': Value('float64'), 'valid/pred_loss_3/dataloader_idx_0': Value('float64'), 'valid/reg_loss_1/dataloader_idx_0': Value('float64'), 'valid/reg_loss_2/dataloader_idx_0': Value('float64'), 'valid/reg_loss_3/dataloader_idx_0': 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 1342, 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 8 new columns ({'valid/reg_loss_5/dataloader_idx_0', 'train/reg_loss_5', 'valid/reg_loss_4/dataloader_idx_0', 'valid/pred_loss_5/dataloader_idx_0', 'valid/pred_loss_4/dataloader_idx_0', 'train/pred_loss_4', 'train/pred_loss_5', 'train/reg_loss_4'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/MLDS-NUS/Meso-SpecOnsNet/logs/official/runs/ckdv/fno/csv/version_0/metrics.csv (at revision ce28d024519508f1e8145e408caa97f3e5334ded), ['hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac/ac/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac/ac_realV/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac/fno/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac/onsagernet1d_lowrank/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac/res_onsagernet/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac/s_onsagernet/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/ac_2d/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/ac_2d/csv/version_1/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/ac_2d_realV/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/ac_2d_realV/csv/version_1/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/fno/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/res_onsagernet_2d/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/s_onsagernet/csv/version_2/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/s_onsagernet/csv/version_4/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/s_onsagernet/csv/version_5/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ac_2d/s_onsagernet/csv/version_6/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ckdv/fno/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ckdv/onsagernet1d_lowrank/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ckdv/res_onsagernet/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/ckdv/s_onsagernet/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/fene_v2/fno/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/fene_v2/onsagernet1d_lowrank/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/fene_v2/res_onsagernet/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/fene_v2/s_onsagernet/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/kdv/fno/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/kdv/kdv/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/kdv/kdv_realV/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/kdv/onsagernet1d_lowrank/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/kdv/res_onsagernet/csv/version_0/metrics.csv', 'hf://datasets/MLDS-NUS/Meso-SpecOnsNet@ce28d024519508f1e8145e408caa97f3e5334ded/logs/official/runs/kdv/s_onsagernet/csv/version_0/metrics.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)

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.

epoch
float64
lr-Adam
float64
step
int64
train/loss
float64
train/pred_loss
float64
train/pred_loss_1
float64
train/pred_loss_2
float64
train/pred_loss_3
float64
train/reg_loss_1
float64
train/reg_loss_2
float64
train/reg_loss_3
float64
valid/final_loss
null
valid/loss
null
valid/loss_best
null
valid/pred_loss/dataloader_idx_0
null
valid/pred_loss_1/dataloader_idx_0
null
valid/pred_loss_2/dataloader_idx_0
null
valid/pred_loss_3/dataloader_idx_0
null
valid/reg_loss_1/dataloader_idx_0
null
valid/reg_loss_2/dataloader_idx_0
null
valid/reg_loss_3/dataloader_idx_0
null
null
0.001
0
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End of preview.

Overview

This is the official dataset/checkpoint repository for Meso-SpecOnsNet, including the data generation, network training, and performance visualization for the paper:

Hypothesis-driven construction of mesoscopic dynamics

by Zhuoyuan Li et al.

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