File size: 2,686 Bytes
92e2fe6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.8502932169961132,
  "best_model_checkpoint": "test-klue/ynat-hps/run-0/checkpoint-4568",
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 4568,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.44,
      "learning_rate": 1.5575177105745416e-05,
      "loss": 0.7213,
      "step": 500
    },
    {
      "epoch": 0.88,
      "learning_rate": 1.4080438419973303e-05,
      "loss": 0.5522,
      "step": 1000
    },
    {
      "epoch": 1.0,
      "eval_f1": 0.8362527412907268,
      "eval_loss": 0.6280386447906494,
      "eval_runtime": 12.2023,
      "eval_samples_per_second": 746.334,
      "eval_steps_per_second": 2.95,
      "step": 1142
    },
    {
      "epoch": 1.31,
      "learning_rate": 1.258569973420119e-05,
      "loss": 0.4071,
      "step": 1500
    },
    {
      "epoch": 1.75,
      "learning_rate": 1.1090961048429078e-05,
      "loss": 0.4276,
      "step": 2000
    },
    {
      "epoch": 2.0,
      "eval_f1": 0.8415413879849883,
      "eval_loss": 0.7244753241539001,
      "eval_runtime": 12.1177,
      "eval_samples_per_second": 751.545,
      "eval_steps_per_second": 2.971,
      "step": 2284
    },
    {
      "epoch": 2.19,
      "learning_rate": 9.596222362656965e-06,
      "loss": 0.337,
      "step": 2500
    },
    {
      "epoch": 2.63,
      "learning_rate": 8.101483676884852e-06,
      "loss": 0.2512,
      "step": 3000
    },
    {
      "epoch": 3.0,
      "eval_f1": 0.8449137319112024,
      "eval_loss": 0.8435599207878113,
      "eval_runtime": 12.1493,
      "eval_samples_per_second": 749.593,
      "eval_steps_per_second": 2.963,
      "step": 3426
    },
    {
      "epoch": 3.06,
      "learning_rate": 6.606744991112739e-06,
      "loss": 0.184,
      "step": 3500
    },
    {
      "epoch": 3.5,
      "learning_rate": 5.112006305340626e-06,
      "loss": 0.1224,
      "step": 4000
    },
    {
      "epoch": 3.94,
      "learning_rate": 3.6172676195685133e-06,
      "loss": 0.114,
      "step": 4500
    },
    {
      "epoch": 4.0,
      "eval_f1": 0.8502932169961132,
      "eval_loss": 0.9528796672821045,
      "eval_runtime": 12.1904,
      "eval_samples_per_second": 747.06,
      "eval_steps_per_second": 2.953,
      "step": 4568
    }
  ],
  "logging_steps": 500,
  "max_steps": 5710,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "total_flos": 171806898397200.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": {
    "learning_rate": 1.706991579151753e-05,
    "num_train_epochs": 5,
    "per_device_train_batch_size": 4,
    "seed": 2
  }
}