File size: 1,549 Bytes
e6e51d0
bcfa0ad
d9ca62e
 
bcfa0ad
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
d9ca62e
 
e6e51d0
 
 
d9ca62e
 
e6e51d0
 
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
{
  "threshold": 0.8100000000000002,
  "evaluation_scope": "training_set",
  "metrics": {
    "threshold": 0.8100000000000002,
    "micro_precision": 0.9206364497535443,
    "micro_recall": 0.9558498712253182,
    "micro_f1": 0.9379127597191496,
    "macro_f1": 0.9789507383061357,
    "weighted_f1": 0.9389039513409726,
    "samples_f1": 0.7335267457478686,
    "accuracy": 0.9093033581827954,
    "exact_set_accuracy": 0.9093033581827954,
    "subset_accuracy": 0.9093033581827954,
    "hamming_accuracy": 0.9998384255000764,
    "hamming_loss": 0.00016157449992357058,
    "label_ranking_average_precision": 0.9855204820632935,
    "top1_in_targets": 0.9702593241854561,
    "predicted_labels_per_example": 0.9703442312635835,
    "true_labels_per_example": 0.9345968388991455,
    "empty_target_accuracy": 0.98516228748068,
    "precision_at_1": 0.9702593241854561,
    "recall_at_1": 0.8885699176401037,
    "ndcg_at_1": 0.9702593241854561,
    "precision_at_3": 0.39267363839690506,
    "recall_at_3": 0.9913231191157966,
    "ndcg_at_3": 0.9839843538730729,
    "precision_at_5": 0.239906103286385,
    "recall_at_5": 0.9986002784688296,
    "ndcg_at_5": 0.9866900444118982,
    "train_train_runtime": 8835.0724,
    "train_train_samples_per_second": 72.65,
    "train_train_steps_per_second": 0.568,
    "train_total_flos": 3.697673816034509e+16,
    "train_train_loss": 0.22032610135801053,
    "train_epoch": 5.0,
    "quality_gate_passed": 1.0
  },
  "quality_gate": {
    "metric": "micro_f1",
    "target": 0.9,
    "passed": true
  }
}