File size: 1,448 Bytes
aa50ff8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_step": 30400,
  "best_epoch": 7,
  "best_source": "step_eval",
  "best_val_loss": 1.0108920872211455,
  "metrics": {
    "val_loss": 1.0108920872211455,
    "val_n_samples": 30,
    "val/vision_tokens_total": 34833,
    "val/text_tokens_total": 9942,
    "val/target_tokens_total": 3305,
    "val/wsi_count_total": 188,
    "val/avg_vision_tokens_per_sample": 1161.1,
    "val/avg_text_tokens_per_sample": 331.4,
    "val/avg_target_tokens_per_sample": 110.16666666666667,
    "val/avg_wsi_per_sample": 6.266666666666667,
    "val_bertscore_f1": 0.3017574870338043,
    "val/field_eval_n": 30,
    "val_diagnosis_relaxed_match_rate": 0.3333333333333333,
    "val_diagnosis_exact_match_rate": 0.16666666666666666,
    "val_certainty_match_rate": 0.9,
    "val_certainty_exact_match_rate": 0.9,
    "val_conclusion_exact_match_rate": 0.0,
    "val_conclusion_rougeL": 0.24946812913260996,
    "val_conclusion_meteor": 0.1988453811627603,
    "val_conclusion_bleu4": 5.251211118089842,
    "val/pred_format_score_0_count": 0,
    "val/ref_format_score_0_count": 0,
    "val/pred_format_score_1_count": 0,
    "val/ref_format_score_1_count": 0,
    "val/pred_format_score_2_count": 0,
    "val/ref_format_score_2_count": 0,
    "val/pred_format_score_3_count": 30,
    "val/ref_format_score_3_count": 30,
    "val/pred_diagnosis_present_rate": 1.0,
    "val/pred_certainty_present_rate": 1.0,
    "val/pred_conclusion_present_rate": 1.0
  }
}