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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 2 new columns ({'n_batches', 'alpha'}) and 16 missing columns ({'params', 'co2_std', 'params_after', 'co2_mean', 'repeats', 'time_mean', 'macs_reduction', 'macs_before', 'joules_std', 'macs_after', 'macs', 'time_std', 'params_reduction', 'joules_mean', 'params_before', 'ckpt'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Shanmuk4622/heaip-results/results_hparam.csv (at revision 38604b15adcfc636cf4ffd4d0fcbd381435fa786), ['hf://datasets/Shanmuk4622/heaip-results@38604b15adcfc636cf4ffd4d0fcbd381435fa786/results.csv', 'hf://datasets/Shanmuk4622/heaip-results@38604b15adcfc636cf4ffd4d0fcbd381435fa786/results_cifar10.csv', 'hf://datasets/Shanmuk4622/heaip-results@38604b15adcfc636cf4ffd4d0fcbd381435fa786/results_hparam.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
phase: string
dataset: string
model: string
strategy: string
sparsity: double
seed: int64
alpha: double
n_batches: int64
accuracy: double
finetune_epochs: int64
compress_x: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1523
to
{'phase': Value('string'), 'dataset': Value('string'), 'model': Value('string'), 'strategy': Value('string'), 'sparsity': Value('float64'), 'seed': Value('int64'), 'accuracy': Value('float64'), 'macs': Value('float64'), 'params': Value('float64'), 'finetune_epochs': Value('float64'), 'compress_x': Value('float64'), 'macs_before': Value('float64'), 'macs_after': Value('float64'), 'params_before': Value('float64'), 'params_after': Value('float64'), 'macs_reduction': Value('float64'), 'params_reduction': Value('float64'), 'ckpt': Value('bool'), 'time_mean': Value('float64'), 'time_std': Value('float64'), 'joules_mean': Value('float64'), 'joules_std': Value('float64'), 'co2_mean': Value('float64'), 'co2_std': Value('float64'), 'repeats': 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 2 new columns ({'n_batches', 'alpha'}) and 16 missing columns ({'params', 'co2_std', 'params_after', 'co2_mean', 'repeats', 'time_mean', 'macs_reduction', 'macs_before', 'joules_std', 'macs_after', 'macs', 'time_std', 'params_reduction', 'joules_mean', 'params_before', 'ckpt'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Shanmuk4622/heaip-results/results_hparam.csv (at revision 38604b15adcfc636cf4ffd4d0fcbd381435fa786), ['hf://datasets/Shanmuk4622/heaip-results@38604b15adcfc636cf4ffd4d0fcbd381435fa786/results.csv', 'hf://datasets/Shanmuk4622/heaip-results@38604b15adcfc636cf4ffd4d0fcbd381435fa786/results_cifar10.csv', 'hf://datasets/Shanmuk4622/heaip-results@38604b15adcfc636cf4ffd4d0fcbd381435fa786/results_hparam.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.
phase string | dataset string | model string | strategy string | sparsity float64 | seed int64 | accuracy float64 | macs float64 | params float64 | finetune_epochs null | compress_x null | macs_before null | macs_after null | params_before null | params_after null | macs_reduction null | params_reduction null | ckpt null | time_mean null | time_std null | joules_mean null | joules_std null | co2_mean null | co2_std null | repeats null |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
baseline | cifar100 | resnet18 | none | 0 | 42 | 75.62 | 557,262,948 | 11,220,132 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
baseline | cifar100 | vgg16 | none | 0 | 42 | 66.31 | 314,585,188 | 14,880,164 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
baseline | cifar100 | mobilenetv3 | none | 0 | 42 | 66.56 | 20,097,852 | 3,243,668 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
baseline | cifar100 | efficientnetv2s | none | 0 | 42 | 68.63 | 238,329,308 | 20,305,588 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
baseline | cifar10 | resnet18 | none | 0 | 42 | 94 | 557,216,778 | 11,173,962 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
baseline | cifar10 | vgg16 | none | 0 | 42 | 90.23 | 314,562,058 | 14,857,034 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
baseline | cifar10 | mobilenetv3 | none | 0 | 42 | 89.97 | 20,074,722 | 3,220,538 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
baseline | cifar10 | efficientnetv2s | none | 0 | 42 | 91.12 | 238,214,018 | 20,190,298 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | structured | 0.1 | 42 | 74.37 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | structured | 0.1 | 1,234 | 74.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | structured | 0.1 | 2,024 | 74.47 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | structured | 0.3 | 42 | 71.65 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | structured | 0.3 | 1,234 | 71.7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | structured | 0.3 | 2,024 | 71.71 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | structured | 0.5 | 42 | 67.63 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | structured | 0.5 | 1,234 | 67.67 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | structured | 0.5 | 2,024 | 67.74 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | structured | 0.7 | 42 | 48.14 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | structured | 0.7 | 1,234 | 47.84 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | structured | 0.7 | 2,024 | 47.1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | structured | 0.8 | 42 | 17.45 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | structured | 0.8 | 1,234 | 17.54 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | structured | 0.8 | 2,024 | 17.43 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | hybrid | 0.1 | 42 | 74.34 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | hybrid | 0.1 | 1,234 | 74.49 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | hybrid | 0.1 | 2,024 | 74.55 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | hybrid | 0.3 | 42 | 72.05 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | hybrid | 0.3 | 1,234 | 72.71 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | hybrid | 0.3 | 2,024 | 72.37 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | hybrid | 0.5 | 42 | 69.3 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | hybrid | 0.5 | 1,234 | 69.97 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | hybrid | 0.5 | 2,024 | 68.73 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | hybrid | 0.7 | 42 | 53.78 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | hybrid | 0.7 | 1,234 | 54.03 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | hybrid | 0.7 | 2,024 | 51.45 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | hybrid | 0.8 | 42 | 27.16 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | hybrid | 0.8 | 1,234 | 24.23 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | hybrid | 0.8 | 2,024 | 22.58 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | magnitude | 0.1 | 42 | 75.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | magnitude | 0.1 | 1,234 | 75.64 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | magnitude | 0.1 | 2,024 | 75.69 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | magnitude | 0.3 | 42 | 75.43 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | magnitude | 0.3 | 1,234 | 75.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | magnitude | 0.3 | 2,024 | 75.62 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | magnitude | 0.5 | 42 | 75.27 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | magnitude | 0.5 | 1,234 | 75.29 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | magnitude | 0.5 | 2,024 | 75.37 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | magnitude | 0.7 | 42 | 75.23 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | magnitude | 0.7 | 1,234 | 75.22 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | magnitude | 0.7 | 2,024 | 75.2 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | magnitude | 0.8 | 42 | 74.59 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | magnitude | 0.8 | 1,234 | 74.8 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | magnitude | 0.8 | 2,024 | 74.71 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | gradsens | 0.1 | 42 | 75.34 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | gradsens | 0.1 | 1,234 | 75.52 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | gradsens | 0.1 | 2,024 | 75.7 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | gradsens | 0.3 | 42 | 75.65 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | gradsens | 0.3 | 1,234 | 75.49 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | gradsens | 0.3 | 2,024 | 75.6 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | gradsens | 0.5 | 42 | 75.1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | gradsens | 0.5 | 1,234 | 75.29 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | gradsens | 0.5 | 2,024 | 75.45 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | gradsens | 0.7 | 42 | 74.57 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | gradsens | 0.7 | 1,234 | 74.62 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | gradsens | 0.7 | 2,024 | 74.54 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | gradsens | 0.8 | 42 | 73.57 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | gradsens | 0.8 | 1,234 | 73.81 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | resnet18 | gradsens | 0.8 | 2,024 | 74.05 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | structured | 0.1 | 42 | 64.44 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | structured | 0.1 | 1,234 | 64.28 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | structured | 0.1 | 2,024 | 64.52 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | structured | 0.3 | 42 | 60.5 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | structured | 0.3 | 1,234 | 60.42 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | structured | 0.3 | 2,024 | 60.52 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | structured | 0.5 | 42 | 54.14 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | structured | 0.5 | 1,234 | 53.76 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | structured | 0.5 | 2,024 | 54.03 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | structured | 0.7 | 42 | 38.89 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | structured | 0.7 | 1,234 | 38.64 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | structured | 0.7 | 2,024 | 38.89 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | structured | 0.8 | 42 | 27.63 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | structured | 0.8 | 1,234 | 27.64 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | structured | 0.8 | 2,024 | 27.19 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | hybrid | 0.1 | 42 | 64.98 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | hybrid | 0.1 | 1,234 | 65.16 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | hybrid | 0.1 | 2,024 | 65.16 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | hybrid | 0.3 | 42 | 62.01 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | hybrid | 0.3 | 1,234 | 61.59 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | hybrid | 0.3 | 2,024 | 62.46 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | hybrid | 0.5 | 42 | 55.98 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | hybrid | 0.5 | 1,234 | 55.26 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | hybrid | 0.5 | 2,024 | 54.72 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | hybrid | 0.7 | 42 | 41.52 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | hybrid | 0.7 | 1,234 | 40.09 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | hybrid | 0.7 | 2,024 | 40.87 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | hybrid | 0.8 | 42 | 32.93 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | hybrid | 0.8 | 1,234 | 31.56 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | hybrid | 0.8 | 2,024 | 31.62 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | magnitude | 0.1 | 42 | 66.44 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
prune | cifar100 | vgg16 | magnitude | 0.1 | 1,234 | 66.17 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
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