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Error code: DatasetGenerationError
Exception: ArrowInvalid
Message: Schema at index 1 was different:
N: int64
face_count: int64
L: int64
constants: struct<AA_2D_PX: double, VISIBILITY_PREFILTER_PIXEL_PAD: double, VISIBILITY_PREFILTER_SCALE: double>
background: list<item: double>
files: struct<endpoints.f32: struct<shape: list<item: int64>>, prefilter_log_scales.f32: struct<shape: list<item: int64>>, uni.f32: struct<shape: list<item: int64>>, amplitude.f32: struct<shape: list<item: int64>>, s3d.f32: struct<shape: list<item: int64>>, face.u32: struct<shape: list<item: int64>>, sv_sites.f32: struct<shape: list<item: int64>>, sv_colors.f32: struct<shape: list<item: int64>>, sv_log_tau.f32: struct<shape: list<item: int64>>>
f16_files: struct<endpoints.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, uni.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, prefilter_log_scales.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, amplitude.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, s3d.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, sv_colors.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, sv_sites.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, sv_log_tau.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>>
omitted_zero_files: list<item: null>
vs
strands: int64
vertices: int64
metres: double
up: list<item: double>
head_centre: list<item: double>
head_low: list<item: double>
head_high: list<item: double>
sdf_origin: list<item: double>
sdf_voxel: double
sdf_shape: list<item: int64>
f16_files: struct<rest.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, sdf.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>>
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1856, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 810, in write_table
self.write_rows_on_file() # in case there are buffered rows to write first
~~~~~~~~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 689, in write_rows_on_file
table = pa.concat_tables(self.current_rows)
File "pyarrow/table.pxi", line 6268, in pyarrow.lib.concat_tables
File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
return check_status(status)
File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
raise convert_status(status)
pyarrow.lib.ArrowInvalid: Schema at index 1 was different:
N: int64
face_count: int64
L: int64
constants: struct<AA_2D_PX: double, VISIBILITY_PREFILTER_PIXEL_PAD: double, VISIBILITY_PREFILTER_SCALE: double>
background: list<item: double>
files: struct<endpoints.f32: struct<shape: list<item: int64>>, prefilter_log_scales.f32: struct<shape: list<item: int64>>, uni.f32: struct<shape: list<item: int64>>, amplitude.f32: struct<shape: list<item: int64>>, s3d.f32: struct<shape: list<item: int64>>, face.u32: struct<shape: list<item: int64>>, sv_sites.f32: struct<shape: list<item: int64>>, sv_colors.f32: struct<shape: list<item: int64>>, sv_log_tau.f32: struct<shape: list<item: int64>>>
f16_files: struct<endpoints.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, uni.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, prefilter_log_scales.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, amplitude.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, s3d.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, sv_colors.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, sv_sites.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, sv_log_tau.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>>
omitted_zero_files: list<item: null>
vs
strands: int64
vertices: int64
metres: double
up: list<item: double>
head_centre: list<item: double>
head_low: list<item: double>
head_high: list<item: double>
sdf_origin: list<item: double>
sdf_voxel: double
sdf_shape: list<item: int64>
f16_files: struct<rest.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, sdf.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>>
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1876, in _prepare_split_single
num_examples, num_bytes = writer.finalize()
~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 830, in finalize
self.write_rows_on_file()
~~~~~~~~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 689, in write_rows_on_file
table = pa.concat_tables(self.current_rows)
File "pyarrow/table.pxi", line 6268, in pyarrow.lib.concat_tables
File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
return check_status(status)
File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
raise convert_status(status)
pyarrow.lib.ArrowInvalid: Schema at index 1 was different:
N: int64
face_count: int64
L: int64
constants: struct<AA_2D_PX: double, VISIBILITY_PREFILTER_PIXEL_PAD: double, VISIBILITY_PREFILTER_SCALE: double>
background: list<item: double>
files: struct<endpoints.f32: struct<shape: list<item: int64>>, prefilter_log_scales.f32: struct<shape: list<item: int64>>, uni.f32: struct<shape: list<item: int64>>, amplitude.f32: struct<shape: list<item: int64>>, s3d.f32: struct<shape: list<item: int64>>, face.u32: struct<shape: list<item: int64>>, sv_sites.f32: struct<shape: list<item: int64>>, sv_colors.f32: struct<shape: list<item: int64>>, sv_log_tau.f32: struct<shape: list<item: int64>>>
f16_files: struct<endpoints.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, uni.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, prefilter_log_scales.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, amplitude.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, s3d.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, sv_colors.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, sv_sites.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, sv_log_tau.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>>
omitted_zero_files: list<item: null>
vs
strands: int64
vertices: int64
metres: double
up: list<item: double>
head_centre: list<item: double>
head_low: list<item: double>
head_high: list<item: double>
sdf_origin: list<item: double>
sdf_voxel: double
sdf_shape: list<item: int64>
f16_files: struct<rest.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>, sdf.f32: struct<file: string, offset: list<item: double>, scale: list<item: double>>>
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 1702, 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 1887, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
name string | split string | width int64 | height int64 | FoVx float64 | FoVy float64 | znear float64 | zfar float64 | view_matrix list | proj_matrix list | campos list |
|---|---|---|---|---|---|---|---|---|---|---|
r_000 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
1,
0,
0,
0,
0,
-0.9675459266,
0.252695322,
0,
0,
-0.252695322,
-0.9675459266,
0,
0,
-9.179703684e-16,
8.5,
1
] | [
2.0995628834,
0,
0,
0,
0,
-3.0471353531,
0.2527205944,
0.252695322,
0,
-0.7958245873,
-0.9676427245,
-0.9675459266,
0,
0,
8.4908485413,
8.5
] | [
0,
-2.1479101181,
8.2241392136
] |
r_001 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
-0.7373688817,
-0.1624201983,
-0.6556727886,
0,
-7.528273987e-17,
-0.9706620574,
0.2404478788,
0,
-0.6754903197,
0.1772987843,
0.7157359719,
0,
0,
0,
8.5,
1
] | [
-1.5481523275,
-0.5115171671,
-0.6557383537,
-0.6556727886,
-1.580608478e-16,
-3.0569491386,
0.2404719293,
0.2404478788,
-1.4182343483,
0.5583749413,
0.7158075571,
0.7157359719,
0,
0,
8.4908485413,
8.5
] | [
5.5732188225,
-2.0438067913,
-6.08375597
] |
r_002 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
0.0874257237,
0.2273266464,
0.9698862433,
0,
-1.393112938e-17,
-0.9736141562,
0.2282004207,
0,
0.9961710572,
-0.0199505873,
-0.0851189271,
0,
-3.526169572e-16,
-9.122488726e-16,
8.5,
1
] | [
0.1835558116,
0.7159299254,
0.9699832201,
0.9698862433,
-2.924928182e-17,
-3.0662462711,
0.2282232493,
0.2282004207,
2.0915238857,
-0.0628312677,
-0.0851274431,
-0.0851189271,
-7.403414713e-16,
0,
8.4908485413,
8.5
] | [
-8.2440328598,
-1.9397035837,
0.7235108614
] |
r_003 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
0.6084388494,
-0.1713804454,
-0.7748747468,
0,
3.497423193e-17,
-0.9764037728,
0.2159529775,
0,
-0.793600738,
-0.1313941777,
-0.5940819979,
0,
-7.530344585e-17,
4.548212761e-16,
8.5,
1
] | [
1.2774555683,
-0.5397360325,
-0.7749522328,
-0.7748747468,
7.343059645e-17,
-3.0750317574,
0.2159745693,
0.2159529775,
-1.6662147045,
-0.4138055146,
-0.5941414237,
-0.5940819979,
-1.581043244e-16,
0,
8.4908485413,
8.5
] | [
6.5864348412,
-1.8356001377,
5.0496964455
] |
r_004 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
-0.9847134948,
0.0354818255,
0.1705297381,
0,
0,
-0.9790322185,
0.2037055194,
0,
0.1741819531,
0.2005915791,
0.9640662074,
0,
-4.346387574e-16,
4.536002252e-16,
8.5,
1
] | [
-2.0674679279,
0.1117444932,
0.1705467999,
0.1705297381,
0,
-3.0833096504,
0.2037258893,
0.2037055194,
0.3657059669,
0.631731987,
0.9641626477,
0.9640662074,
-9.125513692e-16,
0,
8.4908485413,
8.5
] | [
-1.4495027065,
-1.7314970493,
-8.194562912
] |
r_005 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
0.8437553048,
0.1027609184,
0.5267990232,
0,
-1.644764607e-17,
-0.9815008044,
0.1914580762,
0,
0.5367280245,
-0.1615437716,
-0.8281465173,
0,
0,
2.262296624e-16,
8.5,
1
] | [
1.7715172768,
0.3236295283,
0.5268517137,
0.5267990232,
-3.453286821e-17,
-3.0910840034,
0.1914772242,
0.1914580762,
1.1268942356,
-0.5087569952,
-0.8282293677,
-0.8281465173,
0,
7.124751461e-16,
8.4908485413,
8.5
] | [
-4.4777913094,
-1.6273937225,
7.0392460823
] |
r_006 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
-0.259604305,
-0.1730664074,
-0.9500808716,
0,
-2.155571796e-17,
-0.9838107228,
0.179210633,
0,
-0.9657150507,
0.0465238504,
0.2554014921,
0,
-9.632031983e-16,
-9.027939732e-16,
8.5,
1
] | [
-0.5450555682,
-0.5450457335,
-0.9501758814,
-0.9500808716,
-4.525758579e-17,
-3.0983588696,
0.1792285591,
0.179210633,
-2.027579546,
0.1465196311,
0.2554270327,
0.2554014921,
0,
0,
8.4908485413,
8.5
] | [
8.0756864548,
-1.5232901573,
-2.1709127426
] |
r_008 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
0.9393212795,
-0.0530734733,
-0.3389081061,
0,
2.216140773e-17,
-0.9879590273,
0.1547157317,
0,
-0.3430386186,
-0.1453277767,
-0.9280109406,
0,
0,
0,
8.5,
1
] | [
1.9721640348,
-0.1671466529,
-0.3389419913,
-0.3389081061,
4.652927011e-17,
-3.111423254,
0.1547311991,
0.1547157317,
-0.7202311754,
-0.4576872289,
-0.928103745,
-0.9280109406,
0,
0,
8.4908485413,
8.5
] | [
2.8807189465,
-1.3150837421,
7.8880934715
] |
r_009 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
-0.9243455529,
-0.0543596856,
-0.3776642978,
0,
-4.504090749e-17,
-0.9897993803,
0.1424682885,
0,
-0.3815564215,
0.131689921,
0.9149166346,
0,
0,
0,
8.5,
1
] | [
-1.9407216311,
-0.1711973697,
-0.3777020574,
-0.3776642978,
-9.456621916e-17,
-3.1172192097,
0.1424825341,
0.1424682885,
-0.8011016846,
0.4147369266,
0.9150081277,
0.9149166346,
0,
0,
8.4908485413,
8.5
] | [
3.210146904,
-1.2109805346,
-7.7767920494
] |
r_010 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
0.4238460064,
0.1179454699,
0.8980219364,
0,
2.298321001e-17,
-0.9914849997,
0.1302208304,
0,
0.9057343006,
-0.055193577,
-0.4202369452,
0,
0,
0,
8.5,
1
] | [
0.8898913264,
0.371450901,
0.8981117606,
0.8980219364,
4.825469607e-17,
-3.1225278378,
0.1302338541,
0.1302208304,
1.9016461372,
-0.1738235801,
-0.4202789664,
-0.4202369452,
0,
0,
8.4908485413,
8.5
] | [
-7.6331877708,
-1.1068770885,
3.5720143318
] |
r_011 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
0.2992838621,
-0.1125659719,
-0.9475009441,
0,
-1.454444575e-17,
-0.9930167794,
0.1179733872,
0,
-0.9541641474,
-0.0353075303,
-0.2971938848,
0,
-4.65422264e-16,
0,
8.5,
1
] | [
0.6283652782,
-0.3545090258,
-0.9475957155,
-0.9475009441,
-3.053697704e-17,
-3.1273517609,
0.117985189,
0.1179733872,
-2.0033276081,
-0.1111955717,
-0.2972235978,
-0.2971938848,
-9.771832654e-16,
0,
8.4908485413,
8.5
] | [
8.0537586212,
-1.0027737617,
2.5261478424
] |
r_012 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
-0.8652111888,
0.0530117862,
0.4985973537,
0,
-1.603976827e-17,
-0.9943953156,
0.1057259366,
0,
0.5014075637,
0.0914752632,
0.8603619933,
0,
0,
4.465922451e-16,
8.5,
1
] | [
-1.8165652752,
0.1669523716,
0.498647213,
0.4985973537,
-3.367650135e-17,
-3.1316933632,
0.105736509,
0.1057259366,
1.0527367592,
0.2880870998,
0.8604480624,
0.8603619933,
0,
0,
8.4908485413,
8.5
] | [
-4.2380776405,
-0.8986703753,
-7.3130764961
] |
r_013 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
0.9766757488,
0.0200716481,
0.2137792408,
0,
-3.552301498e-18,
-0.9956213236,
0.0934784859,
0,
0.2147194296,
-0.0912981704,
-0.9723991752,
0,
-4.524029441e-16,
-1.115105773e-16,
8.5,
1
] | [
2.0505921841,
0.0632125363,
0.213800624,
0.2137792408,
-7.458280611e-18,
-3.1355545521,
0.0934878364,
0.0934784859,
0.4508169591,
-0.2875293791,
-0.9724964499,
-0.9723991752,
-9.498484534e-16,
-3.511852068e-16,
8.4908485413,
8.5
] | [
-1.8171236515,
-0.7945671678,
8.2653932571
] |
r_014 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
-0.5751294494,
-0.0664520636,
-0.8153589964,
0,
-8.482107697e-18,
-0.9966952801,
0.0812310353,
0,
-0.8180624247,
0.0467183627,
0.5732287765,
0,
0,
0,
8.5,
1
] | [
-1.2075204849,
-0.2092804313,
-0.8154405355,
-0.8153589964,
-1.780871882e-17,
-3.138936758,
0.0812391564,
0.0812310353,
-1.7175735235,
0.1471322179,
0.5732861161,
0.5732287765,
0,
0,
8.4908485413,
8.5
] | [
6.9305510521,
-0.690463841,
-4.8724446297
] |
r_016 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
0.7646489739,
-0.0365634337,
-0.6434088945,
0,
0,
-0.9983891845,
0.0567361414,
0,
-0.644446969,
-0.0433832332,
-0.7634173036,
0,
5.317349829e-18,
1.112014235e-16,
8.5,
1
] | [
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r_017 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_018 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_019 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_020 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_021 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_022 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_024 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_025 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_026 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_027 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_028 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_029 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_030 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_032 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_033 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_034 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_035 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_036 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_037 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_038 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_040 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_041 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_042 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_043 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_044 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_045 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_046 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_048 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_049 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_050 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_051 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_052 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_053 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_054 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_056 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_057 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_058 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_059 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_060 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_061 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_062 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_064 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_065 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_066 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_067 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_068 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_069 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_070 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_072 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_073 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_074 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_075 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_076 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_077 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_078 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_080 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_081 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_082 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_083 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_084 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_085 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_086 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_088 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_089 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_090 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_091 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_092 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_093 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_094 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_096 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_097 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_098 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_099 | train | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_007 | test | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_015 | test | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_023 | test | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_031 | test | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_039 | test | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_047 | test | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_055 | test | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_063 | test | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_071 | test | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_079 | test | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_087 | test | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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r_095 | test | 1,200 | 800 | 0.889 | 0.614915 | 0.01 | 100 | [
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Spaghetti Splatting viewer model: GeomHair 380
This repository holds one model for the Spaghetti Splatting WebGPU viewer (project page).
geomhair_380/: hair and bald head of GeomHair subject 380, as Gaussian segments with SV8 colour. The values are stored as float16. The viewer converts them to float32 at load.models.json: the list of models that the viewer loads.
Data source
We trained the model on our own Blender renders of the hair strands of subject 380 of Strands400, the strand dataset of GeomHair. Strands400 contains strands that GeomHair reconstructed from NPHM head scans. The bald head is the generic FLAME-topology head prior of GeomHair, not a scan of the subject.
If you use this model, please also cite GeomHair and NPHM:
@misc{lazuardi2026geomhairreconstructionhairstrands,
title = {GeomHair: Reconstruction of Hair Strands from Colorless 3D Scans},
author = {Rachmadio Noval Lazuardi and Artem Sevastopolsky and Egor Zakharov and Matthias Niessner and Vanessa Sklyarova},
year = {2026},
eprint = {2505.05376},
archivePrefix = {arXiv},
primaryClass = {cs.CV},
url = {https://arxiv.org/abs/2505.05376}
}
@inproceedings{giebenhain2023nphm,
title = {Learning Neural Parametric Head Models},
author = {Giebenhain, Simon and Kirschstein, Tobias and Georgopoulos, Markos and R{\"u}nz, Martin and Agapito, Lourdes and Nie{\ss}ner, Matthias},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2023}
}
Scenes: Mip-NeRF 360 room
scenes/models.json: the list of scene models that the scene viewer loads.scenes/room_300k/: the room scene of Mip-NeRF 360, trained with a cap of 300k segments.scenes/room_full/: the room scene of Mip-NeRF 360, trained with the full segment cap (1.5M).
Both models have Gaussian segments with SV8 colour and the per-segment opacity for the clay view. The SV8 values are stored as float16.
If you use these models, please also cite Mip-NeRF 360:
@inproceedings{barron2022mipnerf360,
title = {Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields},
author = {Barron, Jonathan T. and Mildenhall, Ben and Verbin, Dor and Srinivasan, Pratul P. and Hedman, Peter},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2022}
}
Scenes: sauce
scenes/sauce/: our sauce capture (spaghetti plate, mug and kettle), Beta kernel, SV8 colour (float16).radius.f32holds the clay tube radius of each segment: the spaghetti tubes have the half-maximum radius of their kernel; every other segment has 0.5 mm.
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