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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 9 new columns ({'memory (gbs)', 'pipeline_cls', 'num_inference_steps', 'run_compile', 'model_cpu_offload', 'actual_gpu_memory (gbs)', 'ckpt_id', 'batch_size', 'time (secs)'}) and 10 missing columns ({'time_plain_s', 'flops_G', 'scenario', 'num_params_B', 'mem_compile_GB', 'time_compile_s', 'mem_plain_GB', 'mode', 'model_cls', 'fullgraph'}).
This happened while the csv dataset builder was generating data using
hf://datasets/diffusers/benchmarks/collated_results_old.csv (at revision 4eefb41be3cea4a11d53fe704e699e48b2664c43)
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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
pipeline_cls: string
ckpt_id: string
batch_size: int64
num_inference_steps: int64
model_cpu_offload: bool
run_compile: bool
time (secs): string
memory (gbs): string
actual_gpu_memory (gbs): double
github_sha: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1509
to
{'scenario': Value(dtype='string', id=None), 'model_cls': Value(dtype='string', id=None), 'num_params_B': Value(dtype='float64', id=None), 'flops_G': Value(dtype='float64', id=None), 'time_plain_s': Value(dtype='string', id=None), 'mem_plain_GB': Value(dtype='float64', id=None), 'time_compile_s': Value(dtype='string', id=None), 'mem_compile_GB': Value(dtype='float64', id=None), 'fullgraph': Value(dtype='bool', id=None), 'mode': Value(dtype='string', id=None), 'github_sha': Value(dtype='string', id=None)}
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 1436, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1053, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1873, 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 9 new columns ({'memory (gbs)', 'pipeline_cls', 'num_inference_steps', 'run_compile', 'model_cpu_offload', 'actual_gpu_memory (gbs)', 'ckpt_id', 'batch_size', 'time (secs)'}) and 10 missing columns ({'time_plain_s', 'flops_G', 'scenario', 'num_params_B', 'mem_compile_GB', 'time_compile_s', 'mem_plain_GB', 'mode', 'model_cls', 'fullgraph'}).
This happened while the csv dataset builder was generating data using
hf://datasets/diffusers/benchmarks/collated_results_old.csv (at revision 4eefb41be3cea4a11d53fe704e699e48b2664c43)
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.
scenario
string | model_cls
string | num_params_B
float64 | flops_G
float64 | time_plain_s
string | mem_plain_GB
float64 | time_compile_s
string | mem_compile_GB
float64 | fullgraph
bool | mode
string | github_sha
string |
|---|---|---|---|---|---|---|---|---|---|---|
black-forest-labs/FLUX.1-dev-bf16 | FluxTransformer2DModel | 11.9 | 59,529.52 | 0.532 (0.534) | 22.61 | 0.377 (0.383) | 22.7 | true | default | a09768f2bd006dd36ce5e705e65cc87565b42702 |
black-forest-labs/FLUX.1-dev-bnb-nf4 | FluxTransformer2DModel | 5.95 | null | 0.563 | 6.7 | null | null | null | null | a09768f2bd006dd36ce5e705e65cc87565b42702 |
black-forest-labs/FLUX.1-dev-layerwise-upcasting | FluxTransformer2DModel | 11.9 | 59,529.52 | 0.598 (0.599) | 22.18 | null | null | null | null | a09768f2bd006dd36ce5e705e65cc87565b42702 |
black-forest-labs/FLUX.1-dev-group-offload-leaf | FluxTransformer2DModel | 11.9 | 59,529.52 | 1.897 | 0.53 | null | null | null | null | a09768f2bd006dd36ce5e705e65cc87565b42702 |
Lightricks/LTX-Video-0.9.7-dev-bf16 | LTXVideoTransformer3DModel | 13.04 | 167,583.45 | 1.601 (1.598) | 25.21 | 1.099 (1.079) | 25.31 | true | default | a09768f2bd006dd36ce5e705e65cc87565b42702 |
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting | LTXVideoTransformer3DModel | 13.04 | 167,583.45 | 1.661 (1.656) | 24.38 | null | null | null | null | a09768f2bd006dd36ce5e705e65cc87565b42702 |
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf | LTXVideoTransformer3DModel | 13.04 | 167,583.45 | 2.761 (2.762) | 1.04 | null | null | null | null | a09768f2bd006dd36ce5e705e65cc87565b42702 |
stabilityai/stable-diffusion-xl-base-1.0-bf16 | UNet2DConditionModel | 2.57 | 5,979.1 | 0.076 | 5.05 | 0.055 (0.054) | 5.24 | true | default | a09768f2bd006dd36ce5e705e65cc87565b42702 |
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting | UNet2DConditionModel | 2.57 | 5,979.1 | 0.162 (0.154) | 4.89 | null | null | null | null | a09768f2bd006dd36ce5e705e65cc87565b42702 |
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf | UNet2DConditionModel | 2.57 | 5,979.1 | 0.518 (0.524) | 0.2 | null | null | null | null | a09768f2bd006dd36ce5e705e65cc87565b42702 |
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16 | WanTransformer3DModel | 14.29 | 785,611.67 | 10.966 (10.922) | 31.17 | 8.59 (8.456) | 31.77 | true | default | a09768f2bd006dd36ce5e705e65cc87565b42702 |
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting | WanTransformer3DModel | 14.29 | 785,611.67 | 10.913 (10.766) | 26.78 | null | null | null | null | a09768f2bd006dd36ce5e705e65cc87565b42702 |
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf | WanTransformer3DModel | 14.29 | 785,611.67 | 11.254 (11.262) | 4.48 | null | null | null | null | a09768f2bd006dd36ce5e705e65cc87565b42702 |
null | null | null | null | null | null | null | null | null | null | f4fa3beee7f49b80ce7a58f9c8002f43299175c9 |
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null | null | null | null | null | null | null | null | null | null | f4fa3beee7f49b80ce7a58f9c8002f43299175c9 |
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