Hugging Face's logo

Datasets:
liubuing
/
disorderflow

Dataset card Files
xet
 Community
disorderflow
File size: 4,957 Bytes
94e6f83
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
{
  "checks": {
    "factory_schema": true,
    "finite_nonzero_update": true,
    "formal_train_checkpoint_gate": true,
    "fp16_gate_pass": true,
    "full_group_gate": true,
    "parent_id_disjoint": true,
    "production_training_pass": true,
    "train_build_pass": true,
    "train_ids_checksum": true,
    "train_lmdb_checksum": true,
    "validation_build_pass": true,
    "validation_ids_checksum": true,
    "validation_lmdb_checksum": true
  },
  "factory_fingerprint": "E302C5081B8F2676332EB6C54691E4ACD86D11080E131F5AC2074DABE73CFC7D",
  "formal_training_gate": {
    "avg_validation_loss": 0.974827766418457,
    "best_checkpoint": "logs\\v5_2_grouped_gate\\bfn_v5_2_grouped_structural_gate_2026_07_22__10_31_35_bounded_fp16_gate_cuda_3step\\checkpoints\\best.pt",
    "best_checkpoint_sha256": "134E5A22EC1C1644450EC9E2444F3BC8B687324A32084A7961D488DFDD0B5DD4",
    "changed_tensors": 10,
    "checks": {
      "best_checkpoint_marked_ema": true,
      "ema_differs_from_raw": true,
      "finite_validation_loss": true,
      "frozen_parameters_unchanged": true,
      "iteration_reached": true,
      "optimizer_updates_reached": true,
      "raw_checkpoint_marked_raw": true,
      "trainable_parameters_changed": true
    },
    "iteration": 3,
    "parameter_delta_l1": 48.946409369818866,
    "raw_checkpoint": "logs\\v5_2_grouped_gate\\bfn_v5_2_grouped_structural_gate_2026_07_22__10_31_35_bounded_fp16_gate_cuda_3step\\checkpoints\\3.pt",
    "raw_checkpoint_sha256": "650000B98C8E22EE0A74AD4FEDBCD297A1872926918F839AD672522392BDC9A9",
    "scaler_scale": 64.0,
    "source_checkpoint": "logs\\v5_1_corrective\\train\\bfn_v5_1_stage5_corrective_2026_07_21__07_19_10_corrective\\checkpoints\\best.pt",
    "status": "pass",
    "successful_optimizer_steps": 2,
    "unexpected_changed_tensors": []
  },
  "fp16_training_gate": {
    "amp_dtype": "fp16",
    "antigen_residues": [
      128,
      128,
      128,
      128,
      128,
      128,
      128,
      128,
      128,
      128,
      128,
      128,
      128,
      128
    ],
    "batch_indices": [
      0,
      1,
      2,
      3,
      4,
      5,
      6,
      7,
      8,
      9,
      10,
      11,
      12,
      13
    ],
    "batch_shape": [
      14,
      264
    ],
    "checkpoint_iteration": 1500,
    "cuda_peak_memory_bytes": 6944667136,
    "device": "cuda",
    "full_group": true,
    "generated_residues": [
      47,
      47,
      47,
      47,
      47,
      47,
      47,
      47,
      47,
      47,
      47,
      47,
      47,
      47
    ],
    "gradient_l1_total": 149.7246066480875,
    "gradient_tensors": 10,
    "grouped_contrastive_loss": 0.9940215349197388,
    "groups": 1179,
    "optimizer": "AdamW",
    "optimizer_lr": 0.0001,
    "parameter_delta_l1": 33.739154246635735,
    "records": 16505,
    "status": "pass",
    "weights_kind": "ema"
  },
  "parent_id_overlap": 0,
  "production_training": {
    "avg_validation_loss": 0.7653957605361938,
    "best_checkpoint": "logs\\v5_2_grouped_structural\\bfn_v5_2_grouped_structural_2026_07_22__12_23_06_production_bf16\\checkpoints\\best.pt",
    "best_checkpoint_sha256": "3AD8F4BB59A4DCC1B994A609040B9283CEEB929B0860A97D56B6E46245BA6F3A",
    "changed_tensors": 10,
    "checks": {
      "amp_dtype": true,
      "best_checkpoint_marked_ema": true,
      "ema_differs_from_raw": true,
      "finite_validation_loss": true,
      "frozen_parameters_unchanged": true,
      "iteration_reached": true,
      "no_nonfinite_training_events": true,
      "optimizer_updates_reached": true,
      "raw_checkpoint_marked_raw": true,
      "trainable_parameters_changed": true
    },
    "iteration": 2000,
    "parameter_delta_l1": 1930.0687463879585,
    "raw_checkpoint": "logs\\v5_2_grouped_structural\\bfn_v5_2_grouped_structural_2026_07_22__12_23_06_production_bf16\\checkpoints\\2000.pt",
    "raw_checkpoint_sha256": "A8FAE2A1ADFEB48EBF9F48B89BCFAAA38CD310F40AEF3866B744A12019410764",
    "scaler_scale": 0.0,
    "source_checkpoint": "logs\\v5_1_corrective\\train\\bfn_v5_1_stage5_corrective_2026_07_21__07_19_10_corrective\\checkpoints\\best.pt",
    "status": "pass",
    "successful_optimizer_steps": 2000,
    "unexpected_changed_tensors": []
  },
  "status": "pass",
  "train": {
    "group_sizes": {
      "13": 1,
      "14": 1178
    },
    "groups": 1179,
    "parent_cache_records": 1179,
    "parent_lmdb_sha256": "B176F91977E6F6BF63D6ED6F327C059BE2A7D2F83AABDE541F39A1A5C3F0FA20",
    "records": 16505,
    "rejected_parents": 1089
  },
  "validation": {
    "group_sizes": {
      "14": 78
    },
    "groups": 78,
    "parent_cache_records": 78,
    "parent_lmdb_sha256": "98D07083AC53D9BFC3AFACD39B06BC5E987535A15B205FFE5E5007D93B3E7090",
    "records": 1092,
    "rejected_parents": 635
  }
}