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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 10 missing columns ({'2048', '3840', '4096', '1792', '2816', '2560', '2304', '3328', '3072', '3584'})
This happened while the json dataset builder was generating data using
hf://datasets/ydshieh/cache_benchmark/A10_layer_10_compile=yes_static_cache=yes_full_cache_length.json (at revision 71cb5c84259e052ee1200dd59e1657e1cb8b0bd1)
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 2011, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
256: list<item: double>
child 0, item: double
512: list<item: double>
child 0, item: double
768: list<item: double>
child 0, item: double
1024: list<item: double>
child 0, item: double
1280: list<item: double>
child 0, item: double
1536: list<item: double>
child 0, item: double
to
{'256': Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), '512': Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), '768': Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), '1024': Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), '1280': Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), '1536': Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), '1792': Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), '2048': Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), '2304': Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), '2560': Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), '2816': Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), '3072': Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), '3328': Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), '3584': Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), '3840': Sequence(feature=Value(dtype='float64', id=None), length=-1, id=None), '4096': Sequence(feature=Value(dtype='float64', id=None), length=-1, 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 1321, 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 935, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 1882, 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 2013, 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 10 missing columns ({'2048', '3840', '4096', '1792', '2816', '2560', '2304', '3328', '3072', '3584'})
This happened while the json dataset builder was generating data using
hf://datasets/ydshieh/cache_benchmark/A10_layer_10_compile=yes_static_cache=yes_full_cache_length.json (at revision 71cb5c84259e052ee1200dd59e1657e1cb8b0bd1)
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.
256
sequence | 512
sequence | 768
sequence | 1024
sequence | 1280
sequence | 1536
sequence | 1792
sequence | 2048
sequence | 2304
sequence | 2560
sequence | 2816
sequence | 3072
sequence | 3328
sequence | 3584
sequence | 3840
sequence | 4096
sequence |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
[
4.052618,
3.447081,
3.402352,
3.422345
] | [
7.383216,
6.834148,
6.897731,
6.961304
] | [
10.881481,
10.279045,
10.250049,
10.357339
] | [
14.251905,
13.685706,
13.656759,
13.670825
] | [
17.678786,
17.151197,
17.029734,
17.121367
] | [
21.14369,
20.651982,
20.673627,
20.579726
] | [
24.701782,
23.998155,
23.922493,
24.260714
] | [
27.962654,
27.644913,
27.466638,
27.467497
] | [
31.240372,
30.836161,
30.703596,
30.69869
] | [
34.978038,
34.417556,
34.282013,
34.445201
] | [
38.312586,
37.882227,
38.01175,
37.772459
] | [
42.178411,
41.755013,
41.076179,
40.886216
] | [
45.122212,
44.591967,
44.470588,
44.479123
] | [
48.318232,
47.832458,
48.10761,
47.877718
] | [
52.217605,
51.656183,
51.550692,
51.798936
] | [
55.620138,
55.137728,
55.351074,
55.08307
] |
[
4.092854,
3.555574,
3.553552,
3.571385
] | [
7.610781,
7.081351,
7.148448,
7.11712
] | [
11.301496,
10.773289,
10.620731,
10.601981
] | [
14.861848,
14.334249,
14.370683,
14.436377
] | [
18.252674,
17.769868,
17.758922,
17.752328
] | [
21.787747,
21.277688,
21.415927,
21.244978
] | [
25.347895,
24.821216,
24.752969,
24.891733
] | [
29.184046,
28.450906,
28.453384,
28.383009
] | [
32.694339,
32.209128,
32.116563,
32.055661
] | [
36.000356,
35.428877,
35.403493,
35.406788
] | [
39.543137,
39.068029,
39.225855,
39.131294
] | [
43.072725,
42.635021,
42.526567,
42.720952
] | [
46.907387,
46.001242,
46.028254,
46.350126
] | [
50.040935,
49.499379,
49.703546,
49.568823
] | [
54.014423,
53.674929,
53.275106,
53.562779
] | [
57.055705,
56.571837,
56.55786,
56.4458
] |
[
3.933479,
3.467873,
3.473467,
3.486638
] | [
7.404853,
6.989539,
6.998981,
6.952381
] | [
10.963054,
10.467694,
10.443971,
10.503601
] | [
14.363198,
13.926009,
13.898563,
13.927586
] | [
17.977689,
17.482296,
17.433175,
17.469767
] | [
21.358399,
20.906955,
20.959405,
20.94423
] | [
24.948431,
24.445299,
24.368224,
24.316288
] | [
28.510215,
28.297953,
27.880602,
28.097523
] | [
31.703834,
31.387395,
31.488258,
31.322888
] | [
35.372422,
34.916633,
34.885293,
35.061475
] | [
38.789334,
38.462777,
38.275309,
38.205356
] | [
42.50679,
42.404797,
42.048319,
41.707127
] | [
45.567287,
45.260606,
45.055128,
45.188357
] | [
49.005876,
48.492229,
49.165547,
48.782274
] | [
52.609065,
52.100608,
51.995728,
52.246438
] | [
55.902281,
55.612835,
55.713556,
55.775941
] |
[
25.313272,
50.037832,
2.10465,
2.106224,
2.104118
] | [
27.456673,
104.086451,
4.327166,
4.329188,
4.326959
] | [
30.212381,
165.816391,
6.691346,
6.691692,
6.689221
] | [
32.671673,
228.522842,
9.159171,
9.152651,
9.154596
] | [
35.73164,
297.405443,
11.756333,
11.754084,
11.749873
] | [
38.385809,
372.653219,
14.486878,
14.482728,
14.485642
] | null | null | null | null | null | null | null | null | null | null |
[
27.385306,
48.865505,
2.070315,
2.070051,
2.068696
] | [
29.838489,
103.388731,
4.2148,
4.215099,
4.211915
] | [
32.244428,
163.41196,
6.429009,
6.422766,
6.42616
] | [
34.78177,
228.025607,
8.709949,
8.699246,
8.700898
] | [
37.349735,
294.253005,
11.047612,
11.045398,
11.040744
] | [
40.209921,
367.512681,
13.46616,
13.458327,
13.458873
] | null | null | null | null | null | null | null | null | null | null |
[
4.359583,
3.760701,
3.743473,
3.699987
] | [
7.910991,
7.427235,
7.386224,
7.415652
] | [
11.588886,
11.193319,
11.232446,
11.126651
] | [
15.54389,
15.000672,
14.836925,
15.060401
] | [
19.094692,
18.444797,
18.608385,
18.608125
] | [
22.989836,
22.308539,
22.320946,
22.27591
] | [
26.43012,
26.002326,
25.931664,
26.052854
] | [
30.155345,
29.937605,
29.602333,
29.553113
] | [
33.822875,
33.102847,
33.222233,
33.294946
] | [
38.107564,
37.132065,
37.367069,
37.363469
] | [
40.958896,
40.608747,
40.593364,
40.82378
] | [
45.002491,
44.315843,
44.258503,
44.125896
] | [
48.661759,
47.766607,
48.217245,
48.20076
] | [
52.422679,
51.94508,
52.118206,
52.340004
] | [
55.761586,
55.198188,
55.525587,
55.686627
] | [
59.402692,
58.751109,
58.794881,
58.761729
] |
[
4.383262,
3.839486,
3.827856,
3.808205
] | [
8.129608,
7.613327,
7.6056,
7.60052
] | [
12.065392,
11.506962,
11.682657,
11.519618
] | [
15.819994,
15.393986,
15.33063,
15.338332
] | [
19.60321,
19.095583,
19.1565,
19.071607
] | [
23.607892,
23.051053,
23.045954,
23.031879
] | [
27.333313,
26.942457,
26.982563,
27.338811
] | [
30.98029,
30.392575,
30.439451,
30.513157
] | [
35.657337,
34.561675,
34.642397,
34.598505
] | [
39.21912,
38.658257,
38.243644,
38.325553
] | [
42.539207,
41.966321,
41.97582,
41.98229
] | [
46.812162,
46.163158,
45.95102,
46.431121
] | [
50.266387,
50.309632,
50.4887,
50.085688
] | [
54.101996,
53.518836,
53.788094,
53.704416
] | [
58.529425,
58.891531,
57.991715,
57.511648
] | [
62.18739,
62.056105,
62.087134,
61.935408
] |
[
4.191937,
3.733865,
3.775083,
3.742446
] | [
7.903168,
7.455234,
7.513384,
7.452387
] | [
11.642745,
11.179618,
11.19052,
11.226898
] | [
15.615416,
15.112594,
15.049988,
14.975946
] | [
19.292103,
18.693878,
18.795375,
18.830449
] | [
22.948647,
22.596499,
22.474252,
22.685367
] | [
26.96141,
26.671285,
26.202866,
26.124601
] | [
30.252639,
29.977795,
29.809406,
29.9167
] | [
34.407195,
34.020594,
33.778134,
33.872623
] | [
38.035381,
37.415012,
37.339592,
37.430059
] | [
41.495242,
41.178269,
41.160071,
41.164053
] | [
45.583349,
44.804036,
45.011626,
45.008754
] | [
49.071527,
48.584011,
48.582431,
48.674282
] | [
52.629208,
52.383163,
52.575723,
52.476128
] | [
56.849914,
55.929567,
56.15035,
56.929634
] | [
60.331501,
60.068726,
59.93097,
59.88464
] |
[
27.685696,
51.530786,
2.249978,
2.250155,
2.251035
] | [
30.725999,
110.396668,
4.625739,
4.624634,
4.624875
] | [
32.809218,
172.957595,
7.162146,
7.158991,
7.158135
] | [
49.215811,
233.88992,
9.799068,
9.791013,
9.789
] | [
40.634713,
303.812951,
12.578355,
12.572365,
12.570838
] | null | null | null | null | null | null | null | null | null | null | null |
[
32.092118,
50.674286,
2.205044,
2.20698,
2.204642
] | [
33.999697,
107.618922,
4.482277,
4.48177,
4.481528
] | [
36.778623,
170.390476,
6.832551,
6.831664,
6.833401
] | [
39.297822,
236.999759,
9.25027,
9.24148,
9.239598
] | [
42.424102,
308.252123,
11.725792,
11.720365,
11.719855
] | null | null | null | null | null | null | null | null | null | null | null |
[
4.550318,
4.014215,
3.917989,
3.909047
] | [
8.505668,
7.878904,
7.862645,
7.979364
] | [
12.468466,
11.834091,
12.13058,
11.782183
] | [
16.465237,
15.867474,
15.946812,
16.12343
] | [
20.355291,
19.814249,
19.819143,
20.046944
] | [
24.59216,
24.086927,
23.937435,
23.862038
] | [
28.32512,
27.629135,
27.549855,
27.82525
] | [
32.250086,
31.588261,
31.552695,
31.604022
] | [
36.925375,
36.157594,
36.010735,
36.116707
] | [
40.101238,
39.613238,
39.489264,
39.715446
] | [
44.615715,
43.863575,
44.586773,
44.582887
] | [
48.462766,
47.92223,
47.31328,
47.442347
] | [
51.892073,
51.966826,
51.98912,
52.0743
] | [
56.608068,
55.211872,
55.656715,
55.679735
] | [
60.712499,
60.59543,
60.454443,
59.878349
] | [
64.209063,
63.477381,
63.574943,
63.37356
] |
[
4.562209,
4.085922,
4.095089,
4.130573
] | [
8.667246,
8.16043,
8.165477,
8.13878
] | [
12.915045,
12.369361,
12.39483,
12.69717
] | [
16.915176,
16.403044,
16.421634,
16.511959
] | [
21.077522,
20.797979,
20.838738,
20.820996
] | [
25.125801,
24.693284,
24.736078,
24.55535
] | [
29.214978,
28.633615,
28.667449,
28.839307
] | [
33.205678,
32.651081,
32.648532,
32.632836
] | [
37.891657,
36.926233,
37.065344,
36.79368
] | [
41.612937,
41.36653,
41.446502,
41.049186
] | [
45.844849,
45.234503,
45.115337,
44.966847
] | [
50.360408,
49.649388,
49.544837,
49.232371
] | [
53.864561,
53.457312,
53.176206,
54.305035
] | [
57.904595,
57.424568,
57.629017,
57.418556
] | [
61.990457,
61.635814,
61.599823,
61.463437
] | [
66.246441,
66.888209,
66.01469,
66.113274
] |
[
4.434286,
3.980076,
3.979275,
3.991023
] | [
8.531021,
8.122998,
8.00789,
8.113801
] | [
12.538984,
11.985563,
11.993686,
12.005676
] | [
16.905117,
16.389218,
16.155765,
16.263565
] | [
20.488269,
20.138782,
20.094608,
20.132317
] | [
24.520924,
24.255824,
24.131368,
24.272168
] | [
29.187349,
28.449811,
28.324443,
28.303154
] | [
33.008528,
32.466144,
32.162564,
31.986549
] | [
37.1447,
36.455303,
36.149094,
36.166139
] | [
40.414657,
39.9465,
39.966038,
39.940687
] | [
44.693333,
44.044318,
43.951302,
44.247008
] | [
48.393281,
47.986954,
47.993017,
48.369914
] | [
52.507081,
52.028986,
52.075897,
52.083681
] | [
56.499356,
56.188941,
56.959423,
57.406815
] | [
60.367651,
59.828038,
60.490119,
60.408384
] | [
64.395789,
64.223216,
64.795129,
64.172296
] |
[
29.353405,
52.984752,
2.383955,
2.384545,
2.381944
] | [
31.95382,
113.892653,
4.908553,
4.906789,
4.905374
] | [
34.968358,
179.510827,
7.602966,
7.600674,
7.600905
] | [
37.864373,
250.41061,
10.420467,
10.412773,
10.416033
] | [
41.252102,
327.604407,
13.389919,
13.384545,
13.38493
] | null | null | null | null | null | null | null | null | null | null | null |
[
31.371942,
55.177122,
2.345251,
2.343339,
2.342803
] | [
34.816582,
117.788078,
4.77737,
4.776315,
4.770367
] | [
37.168015,
184.83251,
7.286746,
7.283863,
7.286432
] | [
40.085069,
259.833871,
9.881986,
9.880335,
9.876775
] | [
42.762278,
335.975295,
12.552793,
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[
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[
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