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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
row: int64
clean: string
adv: string
uid: string
dens: double
true: int64
topcls: int64
score: double
rmse: double
margin: double
to
{'row': Value('int64'), 'clean': Value('string'), 'adv': Value('string'), 'uid': Value('string'), 'score': Value('float64'), 'rmse': Value('float64'), 'margin': Value('float64')}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1835, in _prepare_split_single
for key, table 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/json/json.py", line 361, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2381, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2309, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
row: int64
clean: string
adv: string
uid: string
dens: double
true: int64
topcls: int64
score: double
rmse: double
margin: double
to
{'row': Value('int64'), 'clean': Value('string'), 'adv': Value('string'), 'uid': Value('string'), 'score': Value('float64'), 'rmse': Value('float64'), 'margin': Value('float64')}
because column names don't match
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.
row int64 | clean string | adv string | uid string | score float64 | rmse float64 | margin float64 |
|---|---|---|---|---|---|---|
31,878 | /Users/xavier/gen_train_mac/data/inputs/31878.png | /Users/xavier/gen_train_mac/data/136/31878.png | 136 | 0.962659 | 0.001554 | 9.969826 |
53,170 | /Users/xavier/gen_train_mac/data/inputs/53170.png | /Users/xavier/gen_train_mac/data/64/53170.png | 64 | 0.96492 | 0.00144 | 10.071609 |
38,242 | /Users/xavier/gen_train_mac/data/inputs/38242.png | /Users/xavier/gen_train_mac/data/64/38242.png | 64 | 0.959426 | 0.00173 | 10.000698 |
114,029 | /Users/xavier/gen_train_mac/data/inputs/114029.png | /Users/xavier/gen_train_mac/data/64/114029.png | 64 | 0.975605 | 0.000884 | 10.055698 |
50,891 | /Users/xavier/gen_train_mac/data/inputs/50891.png | /Users/xavier/gen_train_mac/data/64/50891.png | 64 | 0.953771 | 0.001095 | 4.081289 |
80,021 | /Users/xavier/gen_train_mac/data/inputs/80021.png | /Users/xavier/gen_train_mac/data/64/80021.png | 64 | 0.96661 | 0.001351 | 10.00165 |
50,631 | /Users/xavier/gen_train_mac/data/inputs/50631.png | /Users/xavier/gen_train_mac/data/131/50631.png | 131 | 0.959361 | 0.000187 | 0.021152 |
61,143 | /Users/xavier/gen_train_mac/data/inputs/61143.png | /Users/xavier/gen_train_mac/data/64/61143.png | 64 | 0.952297 | 0.002111 | 10.007032 |
77,195 | /Users/xavier/gen_train_mac/data/inputs/77195.png | /Users/xavier/gen_train_mac/data/105/77195.png | 105 | 0.964018 | 0.001485 | 9.982692 |
35,291 | /Users/xavier/gen_train_mac/data/inputs/35291.png | /Users/xavier/gen_train_mac/data/64/35291.png | 64 | 0.974967 | 0.000912 | 9.965754 |
106,974 | /Users/xavier/gen_train_mac/data/inputs/106974.png | /Users/xavier/gen_train_mac/data/126/106974.png | 126 | 0.980398 | 0.000638 | 10.002268 |
8,311 | /Users/xavier/gen_train_mac/data/inputs/8311.png | /Users/xavier/gen_train_mac/data/126/8311.png | 126 | 0.982093 | 0.000552 | 10.002887 |
51,575 | /Users/xavier/gen_train_mac/data/inputs/51575.png | /Users/xavier/gen_train_mac/data/126/51575.png | 126 | 0.969816 | 0.001182 | 9.990361 |
88,138 | /Users/xavier/gen_train_mac/data/inputs/88138.png | /Users/xavier/gen_train_mac/data/126/88138.png | 126 | 0.95393 | 0.000469 | 0.070305 |
48,586 | /Users/xavier/gen_train_mac/data/inputs/48586.png | /Users/xavier/gen_train_mac/data/126/48586.png | 126 | 0.944631 | 0.000974 | 0.252962 |
32,243 | /Users/xavier/gen_train_mac/data/inputs/32243.png | /Users/xavier/gen_train_mac/data/64/32243.png | 64 | 0.958199 | 0.001789 | 9.958628 |
67,257 | /Users/xavier/gen_train_mac/data/inputs/67257.png | /Users/xavier/gen_train_mac/data/45/67257.png | 45 | 0.968956 | 0.001229 | 10.007705 |
121,202 | /Users/xavier/gen_train_mac/data/inputs/121202.png | /Users/xavier/gen_train_mac/data/64/121202.png | 64 | 0.972606 | 0.001039 | 10.092284 |
76,092 | /Users/xavier/gen_train_mac/data/inputs/76092.png | /Users/xavier/gen_train_mac/data/64/76092.png | 64 | 0.972234 | 0.001058 | 10.003725 |
19,159 | /Users/xavier/gen_train_mac/data/inputs/19159.png | /Users/xavier/gen_train_mac/data/64/19159.png | 64 | 0.97428 | 0.000952 | 10.001835 |
15,679 | /Users/xavier/gen_train_mac/data/inputs/15679.png | /Users/xavier/gen_train_mac/data/126/15679.png | 126 | 0.96835 | 0.00125 | 9.931945 |
89,229 | /Users/xavier/gen_train_mac/data/inputs/89229.png | /Users/xavier/gen_train_mac/data/64/89229.png | 64 | 0.970538 | 0.001146 | 10.004627 |
115,948 | /Users/xavier/gen_train_mac/data/inputs/115948.png | /Users/xavier/gen_train_mac/data/126/115948.png | 126 | 0.966153 | 0.001375 | 10.024501 |
113,957 | /Users/xavier/gen_train_mac/data/inputs/113957.png | /Users/xavier/gen_train_mac/data/126/113957.png | 126 | 0.953754 | 0.002001 | 9.806301 |
47,728 | /Users/xavier/gen_train_mac/data/inputs/47728.png | /Users/xavier/gen_train_mac/data/64/47728.png | 64 | 0.950617 | 0.002195 | 9.962615 |
57,436 | /Users/xavier/gen_train_mac/data/inputs/57436.png | /Users/xavier/gen_train_mac/data/64/57436.png | 64 | 0.942182 | 0.002475 | 8.868332 |
80,560 | /Users/xavier/gen_train_mac/data/inputs/80560.png | /Users/xavier/gen_train_mac/data/126/80560.png | 126 | 0.959664 | 0.001687 | 9.809632 |
10,421 | /Users/xavier/gen_train_mac/data/inputs/10421.png | /Users/xavier/gen_train_mac/data/64/10421.png | 64 | 0.967937 | 0.001271 | 9.929168 |
25,238 | /Users/xavier/gen_train_mac/data/inputs/25238.png | /Users/xavier/gen_train_mac/data/45/25238.png | 45 | 0.971256 | 0.001101 | 9.948274 |
65,918 | /Users/xavier/gen_train_mac/data/inputs/65918.png | /Users/xavier/gen_train_mac/data/64/65918.png | 64 | 0.965223 | 0.001424 | 9.997455 |
6,996 | /Users/xavier/gen_train_mac/data/inputs/6996.png | /Users/xavier/gen_train_mac/data/128/6996.png | 128 | 0.941925 | 0.001668 | 3.779019 |
84,839 | /Users/xavier/gen_train_mac/data/inputs/84839.png | /Users/xavier/gen_train_mac/data/136/84839.png | 136 | 0.967546 | 0.0013 | 9.985094 |
101,427 | /Users/xavier/gen_train_mac/data/inputs/101427.png | /Users/xavier/gen_train_mac/data/45/101427.png | 45 | 0.971911 | 0.001074 | 9.995095 |
43,882 | /Users/xavier/gen_train_mac/data/inputs/43882.png | /Users/xavier/gen_train_mac/data/64/43882.png | 64 | 0.969042 | 0.001213 | 9.927408 |
31,897 | /Users/xavier/gen_train_mac/data/inputs/31897.png | /Users/xavier/gen_train_mac/data/45/31897.png | 45 | 0.970431 | 0.00115 | 9.98681 |
70,212 | /Users/xavier/gen_train_mac/data/inputs/70212.png | /Users/xavier/gen_train_mac/data/126/70212.png | 126 | 0.968131 | 0.001271 | 9.993887 |
32,611 | /Users/xavier/gen_train_mac/data/inputs/32611.png | /Users/xavier/gen_train_mac/data/126/32611.png | 126 | 0.961661 | 0.001582 | 9.815111 |
18,992 | /Users/xavier/gen_train_mac/data/inputs/18992.png | /Users/xavier/gen_train_mac/data/64/18992.png | 64 | 0.937509 | 0.001534 | 1.461411 |
109,956 | /Users/xavier/gen_train_mac/data/inputs/109956.png | /Users/xavier/gen_train_mac/data/32/109956.png | 32 | 0.977103 | 0.000807 | 10.000771 |
44,491 | /Users/xavier/gen_train_mac/data/inputs/44491.png | /Users/xavier/gen_train_mac/data/64/44491.png | 64 | 0.951356 | 0.002161 | 9.994771 |
125,253 | /Users/xavier/gen_train_mac/data/inputs/125253.png | /Users/xavier/gen_train_mac/data/64/125253.png | 64 | 0.964573 | 0.001458 | 10.071223 |
83,785 | /Users/xavier/gen_train_mac/data/inputs/83785.png | /Users/xavier/gen_train_mac/data/230/83785.png | 230 | 0.975776 | 0.000875 | 9.995136 |
88,070 | /Users/xavier/gen_train_mac/data/inputs/88070.png | /Users/xavier/gen_train_mac/data/126/88070.png | 126 | 0.956936 | 0.000337 | 0.205206 |
54,059 | /Users/xavier/gen_train_mac/data/inputs/54059.png | /Users/xavier/gen_train_mac/data/126/54059.png | 126 | 0.95536 | 0.000868 | 3.14837 |
59,034 | /Users/xavier/gen_train_mac/data/inputs/59034.png | /Users/xavier/gen_train_mac/data/45/59034.png | 45 | 0.975858 | 0.000871 | 10.000996 |
108,800 | /Users/xavier/gen_train_mac/data/inputs/108800.png | /Users/xavier/gen_train_mac/data/64/108800.png | 64 | 0.976231 | 0.000852 | 10.003668 |
29,155 | /Users/xavier/gen_train_mac/data/inputs/29155.png | /Users/xavier/gen_train_mac/data/64/29155.png | 64 | 0.975701 | 0.000877 | 9.987382 |
71,217 | /Users/xavier/gen_train_mac/data/inputs/71217.png | /Users/xavier/gen_train_mac/data/45/71217.png | 45 | 0.98091 | 0.000612 | 9.998299 |
109,174 | /Users/xavier/gen_train_mac/data/inputs/109174.png | /Users/xavier/gen_train_mac/data/64/109174.png | 64 | 0.946784 | 0.001663 | 5.364065 |
39,616 | /Users/xavier/gen_train_mac/data/inputs/39616.png | /Users/xavier/gen_train_mac/data/64/39616.png | 64 | 0.969698 | 0.00119 | 10.064186 |
91,559 | /Users/xavier/gen_train_mac/data/inputs/91559.png | /Users/xavier/gen_train_mac/data/32/91559.png | 32 | 0.942227 | 0.001556 | 3.168517 |
91,521 | /Users/xavier/gen_train_mac/data/inputs/91521.png | /Users/xavier/gen_train_mac/data/64/91521.png | 64 | 0.958529 | 0.001775 | 9.981177 |
39,418 | /Users/xavier/gen_train_mac/data/inputs/39418.png | /Users/xavier/gen_train_mac/data/64/39418.png | 64 | 0.974133 | 0.000956 | 9.970315 |
92,642 | /Users/xavier/gen_train_mac/data/inputs/92642.png | /Users/xavier/gen_train_mac/data/64/92642.png | 64 | 0.957453 | 0.000288 | 0.053843 |
38,181 | /Users/xavier/gen_train_mac/data/inputs/38181.png | /Users/xavier/gen_train_mac/data/64/38181.png | 64 | 0.957738 | 0.00182 | 10.037314 |
88,993 | /Users/xavier/gen_train_mac/data/inputs/88993.png | /Users/xavier/gen_train_mac/data/131/88993.png | 131 | 0.966177 | 0.001327 | 9.69848 |
11,725 | /Users/xavier/gen_train_mac/data/inputs/11725.png | /Users/xavier/gen_train_mac/data/45/11725.png | 45 | 0.96532 | 0.001419 | 11.522911 |
25,665 | /Users/xavier/gen_train_mac/data/inputs/25665.png | /Users/xavier/gen_train_mac/data/64/25665.png | 64 | 0.95204 | 0.002117 | 9.950445 |
23,777 | /Users/xavier/gen_train_mac/data/inputs/23777.png | /Users/xavier/gen_train_mac/data/32/23777.png | 32 | 0.961322 | 0.00163 | 10.002244 |
52,948 | /Users/xavier/gen_train_mac/data/inputs/52948.png | /Users/xavier/gen_train_mac/data/64/52948.png | 64 | 0.963593 | 0.001502 | 9.95401 |
72,863 | /Users/xavier/gen_train_mac/data/inputs/72863.png | /Users/xavier/gen_train_mac/data/126/72863.png | 126 | 0.972985 | 0.001019 | 10.007261 |
113,314 | /Users/xavier/gen_train_mac/data/inputs/113314.png | /Users/xavier/gen_train_mac/data/64/113314.png | 64 | 0.973785 | 0.000978 | 10.024508 |
113,807 | /Users/xavier/gen_train_mac/data/inputs/113807.png | /Users/xavier/gen_train_mac/data/64/113807.png | 64 | 0.981764 | 0.000568 | 9.995097 |
59,366 | /Users/xavier/gen_train_mac/data/inputs/59366.png | /Users/xavier/gen_train_mac/data/64/59366.png | 64 | 0.972802 | 0.001027 | 9.990745 |
77,330 | /Users/xavier/gen_train_mac/data/inputs/77330.png | /Users/xavier/gen_train_mac/data/131/77330.png | 131 | 0.971115 | 0.001097 | 9.874784 |
16,829 | /Users/xavier/gen_train_mac/data/inputs/16829.png | /Users/xavier/gen_train_mac/data/64/16829.png | 64 | 0.953064 | 0.00207 | 10.055955 |
84,260 | /Users/xavier/gen_train_mac/data/inputs/84260.png | /Users/xavier/gen_train_mac/data/126/84260.png | 126 | 0.960745 | 0.001588 | 9.548541 |
54,860 | /Users/xavier/gen_train_mac/data/inputs/54860.png | /Users/xavier/gen_train_mac/data/64/54860.png | 64 | 0.971798 | 0.001081 | 10.061449 |
62,166 | /Users/xavier/gen_train_mac/data/inputs/62166.png | /Users/xavier/gen_train_mac/data/64/62166.png | 64 | 0.952243 | 0.001957 | 9.028906 |
34,718 | /Users/xavier/gen_train_mac/data/inputs/34718.png | /Users/xavier/gen_train_mac/data/126/34718.png | 126 | 0.9588 | 0.001761 | 9.984929 |
36,040 | /Users/xavier/gen_train_mac/data/inputs/36040.png | /Users/xavier/gen_train_mac/data/64/36040.png | 64 | 0.973097 | 0.001014 | 9.9998 |
30,097 | /Users/xavier/gen_train_mac/data/inputs/30097.png | /Users/xavier/gen_train_mac/data/64/30097.png | 64 | 0.969474 | 0.001181 | 9.868386 |
88,769 | /Users/xavier/gen_train_mac/data/inputs/88769.png | /Users/xavier/gen_train_mac/data/126/88769.png | 126 | 0.96542 | 0.001325 | 9.43335 |
15,865 | /Users/xavier/gen_train_mac/data/inputs/15865.png | /Users/xavier/gen_train_mac/data/45/15865.png | 45 | 0.725672 | 0.003185 | 1.529353 |
14,657 | /Users/xavier/gen_train_mac/data/inputs/14657.png | /Users/xavier/gen_train_mac/data/64/14657.png | 64 | 0.951167 | 0.002172 | 10.005678 |
62,262 | /Users/xavier/gen_train_mac/data/inputs/62262.png | /Users/xavier/gen_train_mac/data/64/62262.png | 64 | 0.952151 | 0.001392 | 5.442069 |
19,360 | /Users/xavier/gen_train_mac/data/inputs/19360.png | /Users/xavier/gen_train_mac/data/64/19360.png | 64 | 0.946603 | 0.002303 | 9.288223 |
125,384 | /Users/xavier/gen_train_mac/data/inputs/125384.png | /Users/xavier/gen_train_mac/data/136/125384.png | 136 | 0.951506 | 0.002128 | 9.840438 |
119,381 | /Users/xavier/gen_train_mac/data/inputs/119381.png | /Users/xavier/gen_train_mac/data/64/119381.png | 64 | 0.967416 | 0.001255 | 9.654447 |
106,560 | /Users/xavier/gen_train_mac/data/inputs/106560.png | /Users/xavier/gen_train_mac/data/126/106560.png | 126 | 0.959521 | 0.001693 | 9.800831 |
15,395 | /Users/xavier/gen_train_mac/data/inputs/15395.png | /Users/xavier/gen_train_mac/data/64/15395.png | 64 | 0.962914 | 0.001545 | 9.99743 |
47,617 | /Users/xavier/gen_train_mac/data/inputs/47617.png | /Users/xavier/gen_train_mac/data/126/47617.png | 126 | 0.939785 | 0.002 | 5.141291 |
21,786 | /Users/xavier/gen_train_mac/data/inputs/21786.png | /Users/xavier/gen_train_mac/data/126/21786.png | 126 | 0.935208 | 0.001436 | 0.070656 |
72,267 | /Users/xavier/gen_train_mac/data/inputs/72267.png | /Users/xavier/gen_train_mac/data/32/72267.png | 32 | 0.947044 | 0.001207 | 2.559444 |
80,307 | /Users/xavier/gen_train_mac/data/inputs/80307.png | /Users/xavier/gen_train_mac/data/64/80307.png | 64 | 0.97094 | 0.001125 | 9.995466 |
20,711 | /Users/xavier/gen_train_mac/data/inputs/20711.png | /Users/xavier/gen_train_mac/data/64/20711.png | 64 | 0.950758 | 0.002193 | 9.99791 |
58,492 | /Users/xavier/gen_train_mac/data/inputs/58492.png | /Users/xavier/gen_train_mac/data/64/58492.png | 64 | 0.962342 | 0.001573 | 9.982257 |
35,606 | /Users/xavier/gen_train_mac/data/inputs/35606.png | /Users/xavier/gen_train_mac/data/64/35606.png | 64 | 0.979488 | 0.000684 | 9.993085 |
2,959 | /Users/xavier/gen_train_mac/data/inputs/2959.png | /Users/xavier/gen_train_mac/data/126/2959.png | 126 | 0.968302 | 0.00125 | 9.919476 |
9,255 | /Users/xavier/gen_train_mac/data/inputs/9255.png | /Users/xavier/gen_train_mac/data/126/9255.png | 126 | 0.974195 | 0.000836 | 9.22065 |
103,370 | /Users/xavier/gen_train_mac/data/inputs/103370.png | /Users/xavier/gen_train_mac/data/126/103370.png | 126 | 0.949041 | 0.000728 | 0.129891 |
20,454 | /Users/xavier/gen_train_mac/data/inputs/20454.png | /Users/xavier/gen_train_mac/data/64/20454.png | 64 | 0.949178 | 0.001488 | 5.054845 |
23,209 | /Users/xavier/gen_train_mac/data/inputs/23209.png | /Users/xavier/gen_train_mac/data/64/23209.png | 64 | 0.966038 | 0.001381 | 10.066184 |
51,089 | /Users/xavier/gen_train_mac/data/inputs/51089.png | /Users/xavier/gen_train_mac/data/45/51089.png | 45 | 0.948903 | 0.000873 | 1.030081 |
79,082 | /Users/xavier/gen_train_mac/data/inputs/79082.png | /Users/xavier/gen_train_mac/data/64/79082.png | 64 | 0.96953 | 0.001191 | 9.951262 |
6,169 | /Users/xavier/gen_train_mac/data/inputs/6169.png | /Users/xavier/gen_train_mac/data/64/6169.png | 64 | 0.941129 | 0.002716 | 9.990104 |
9,764 | /Users/xavier/gen_train_mac/data/inputs/9764.png | /Users/xavier/gen_train_mac/data/64/9764.png | 64 | 0.95647 | 0.001887 | 10.154458 |
87,459 | /Users/xavier/gen_train_mac/data/inputs/87459.png | /Users/xavier/gen_train_mac/data/64/87459.png | 64 | 0.961646 | 0.001408 | 8.705132 |
11,785 | /Users/xavier/gen_train_mac/data/inputs/11785.png | /Users/xavier/gen_train_mac/data/64/11785.png | 64 | 0.95907 | 0.001749 | 9.99989 |
80,041 | /Users/xavier/gen_train_mac/data/inputs/80041.png | /Users/xavier/gen_train_mac/data/45/80041.png | 45 | 0.970434 | 0.001152 | 10.137749 |
End of preview.
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perturb-sg-archive
Cold-storage backup of the Perturb subnet learned-support research line (Sessions 10–17), uploaded 2026-10-01 to free local disk. All runs falsified/closed — kept for provenance only.
Contents
| path | what |
|---|---|
sg6tc/ |
supgen6 diffusion support-generator training: checkpoints (ckpt_chk/, ckpt_smoke/, ckpt_tc/), EMA weights (ema_oracle_best.pt, ema_smoke_best.pt), conditioning (cond/), training logs (train_*.log, oracle.log, smoke.log, precompute.log), validation metrics (valmetrics_*.jsonl) |
selector_feats.pt, target_selector.pt (+.bak) |
learned target-selector head features + weights |
head_*.pt |
rank/diag/smoke selector-head checkpoints (head_LIVE_ep5.pt = live-run head) |
sg6_*.jsonl, super_*.jsonl, train.jsonl |
training manifests / rollout logs |
build_sg6.log |
corpus-build log for the supgen6 training set |
Verdicts (see miner session notes)
- supgen6 imitation: sampled supports at the right density but NOT sign-solvable
(
DIFF+APGD best_m=3.43vs gradSup baselinem=8.99). - Margin-coupled variant (
supgen6_train_marg.py, fixed the never-calledmargin_loss): training loss fell 6.33→5.65 but sign-solvability got WORSE (bm−0.37). Closed. - 5 independent learned-support falsifications; Route-A go/no-go 0/200.
Restore
Every file is a byte-exact backup of ~/gen_train_mac/out/<path>.
sg6tc checkpoints load with the supgen6 trainer (supgen6_train*.py).
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