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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    TypeError
Message:      int() argument must be a string, a bytes-like object or a real number, not 'NoneType'
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1539, in _prepare_split_single
                  for key, record in generator:
                                     ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 621, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 131, in _generate_examples
                  for example_idx, example in enumerate(self._get_pipeline_from_tar(tar_path, tar_iterator)):
                                              ~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 32, in _get_pipeline_from_tar
                  for filename, f in tar_iterator:
                                     ^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/track.py", line 49, in __iter__
                  for x in self.generator(*self.args):
                           ~~~~~~~~~~~~~~^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 1419, in _iter_from_urlpath
                  with xopen(urlpath, "rb", download_config=download_config, block_size=0) as f:
                       ~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 976, in xopen
                  file_obj = fs.open(paths[0], mode)
                File "<string>", line 3, in open
                File "/usr/local/lib/python3.14/unittest/mock.py", line 1176, in __call__
                  return self._mock_call(*args, **kwargs)
                         ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/unittest/mock.py", line 1180, in _mock_call
                  return self._execute_mock_call(*args, **kwargs)
                         ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/unittest/mock.py", line 1247, in _execute_mock_call
                  result = effect(*args, **kwargs)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 794, in wrapped
                  tracker.files[urlpath] = {"read": 0, "size": int(f.size)}
                                                               ~~~^^^^^^^^
              TypeError: int() argument must be a string, a bytes-like object or a real number, not 'NoneType'
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1379, 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 956, 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 1401, 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 1579, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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csv
unknown
__key__
string
__url__
string
[ 44, 105, 100, 44, 108, 101, 110, 103, 116, 104, 44, 103, 97, 114, 109, 101, 110, 116, 13, 10, 48, 44, 48, 53, 95, 48, 54, 44, 52, 55, 48, 44, 108, 111, 110, 103, 115, 107, 105, 114, 116, 13, 10 ]
hood_data/aux_data/datasplits/0506
hf://datasets/zycliao/senc-training-data@2a9ad2b6667e41dda2de15b7a712f739a940a53b/archives/core-000.tar.zst
[ 44, 105, 100, 44, 108, 101, 110, 103, 116, 104, 44, 103, 97, 114, 109, 101, 110, 116, 13, 10, 48, 44, 115, 116, 114, 101, 116, 99, 104, 44, 51, 48, 48, 44, 100, 114, 101, 115, 115, 13, 10 ]
hood_data/aux_data/datasplits/c3
hf://datasets/zycliao/senc-training-data@2a9ad2b6667e41dda2de15b7a712f739a940a53b/archives/core-000.tar.zst
"LGlkLGxlbmd0aCxnYXJtZW50CjAsdHNoaXJ0X3NoYXBlMTRfMTA0XzExLDEzNSx0c2hpcnQKMSx0c2hpcnRfc2hhcGUwOF8xMjh(...TRUNCATED)
hood_data/aux_data/datasplits/train
"hf://datasets/zycliao/senc-training-data@2a9ad2b6667e41dda2de15b7a712f739a940a53b/archives/core-000(...TRUNCATED)
"aWR4LGlkLGxlbmd0aCxnYXJtZW50CjAsdHNoaXJ0X3NoYXBlMDBfMDVfMjAsMzA1LGRyZXNzCjEsdHNoaXJ0X3NoYXBlMDBfMTA(...TRUNCATED)
hood_data/aux_data/datasplits/train_sim
"hf://datasets/zycliao/senc-training-data@2a9ad2b6667e41dda2de15b7a712f739a940a53b/archives/core-000(...TRUNCATED)
"aWR4LGlkLGxlbmd0aCxnYXJtZW50LGJldGFzX2lkDQowLDAxXzAxLDcxOCxsb25nc2tpcnQsNDgNCjYsMDVfMDYsNDcwLGxvbmd(...TRUNCATED)
hood_data/aux_data/datasplits/val_longskirt_tshirt
"hf://datasets/zycliao/senc-training-data@2a9ad2b6667e41dda2de15b7a712f739a940a53b/archives/core-000(...TRUNCATED)
"aWR4LGlkLGxlbmd0aCxnYXJtZW50CjEyMCx0c2hpcnRfc2hhcGUxNV8wNV8yMCwzMDUsZHJlc3MKMTIxLHRzaGlydF9zaGFwZTE(...TRUNCATED)
hood_data/aux_data/datasplits/val_sim
"hf://datasets/zycliao/senc-training-data@2a9ad2b6667e41dda2de15b7a712f739a940a53b/archives/core-000(...TRUNCATED)
null
hood_data/aux_data/garments_dict
"hf://datasets/zycliao/senc-training-data@2a9ad2b6667e41dda2de15b7a712f739a940a53b/archives/core-000(...TRUNCATED)
null
hood_data/aux_data/garments_dict_c1
"hf://datasets/zycliao/senc-training-data@2a9ad2b6667e41dda2de15b7a712f739a940a53b/archives/core-000(...TRUNCATED)
null
hood_data/aux_data/smpl/SMPL_FEMALE
"hf://datasets/zycliao/senc-training-data@2a9ad2b6667e41dda2de15b7a712f739a940a53b/archives/core-000(...TRUNCATED)
null
hood_data/aux_data/smpl/SMPL_MALE
"hf://datasets/zycliao/senc-training-data@2a9ad2b6667e41dda2de15b7a712f739a940a53b/archives/core-000(...TRUNCATED)
End of preview.

SENC training data backup

Training inputs found on rsm-gamma for SENC / hood_collision.

Archive prefix Contents
core SMPL motion sequences, garment templates, SMPL models and data splits
simulation-postproc Simulation inputs and material data used by supervised training
simulation-reference Body and cloth trajectories and materials used for validation and preprocessing
pretrained-models Existing baseline weights from trained_models

3837 source files, 35797294108 bytes before compression; 29469918870 bytes in 11 independent archives.

Download and restore:

hf download zycliao/senc-training-data --repo-type dataset --local-dir senc-training-data
cd senc-training-data
bash restore.sh /path/to/data

Requires tar, zstd and sha256sum. Each archive extracts independently into the same destination. Set HOOD_DATA to /path/to/data/hood_data and NC_DIR to /path/to/data/neural_cloth in utils/defaults.py. reference-configs contains the original configuration snapshot; update machine-specific paths before use.

manifest.json lists every source file and its archive. SHA256SUMS verifies the compressed archives. The optional aux_data/validation_sequences directory was absent on the source server. hood_data/hood_postproc is excluded at the account owner's request. Original VTO cloth simulations, experiment outputs, rendered videos and duplicate ZIPs are excluded.

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