File size: 1,307 Bytes
6c3b78b
 
afaa368
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6c3b78b
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
{
  "stage": "screening",
  "total_experiments": 1,
  "best_experiment": {
    "experiment_path": "/tmp/hf_tuning_9rvir5qa/screening_exp_001_20250615_235423_lr5e-03_a0.5_d0.1",
    "hyperparameters": {
      "dropout_rate": 0.1,
      "alpha": 0.5,
      "smooth": 1.0,
      "lr": 0.005,
      "weight_decay": 0.01,
      "batch_size_factor": 1.0
    },
    "best_dice_score": 0.499203125412074,
    "best_epoch": 3,
    "final_train_loss": 0.38834261916943424,
    "final_valid_loss": 0.3699581747542999,
    "final_valid_dice": 0.494449710917857,
    "total_epochs": 5,
    "stage": "screening",
    "early_stop_reason": null
  },
  "all_experiments": [
    {
      "experiment_path": "/tmp/hf_tuning_9rvir5qa/screening_exp_001_20250615_235423_lr5e-03_a0.5_d0.1",
      "hyperparameters": {
        "dropout_rate": 0.1,
        "alpha": 0.5,
        "smooth": 1.0,
        "lr": 0.005,
        "weight_decay": 0.01,
        "batch_size_factor": 1.0
      },
      "best_dice_score": 0.499203125412074,
      "best_epoch": 3,
      "final_train_loss": 0.38834261916943424,
      "final_valid_loss": 0.3699581747542999,
      "final_valid_dice": 0.494449710917857,
      "total_epochs": 5,
      "stage": "screening",
      "early_stop_reason": null
    }
  ],
  "timestamp": "2025-06-16T01:07:12.534178"
}