File size: 2,145 Bytes
407b272
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.16914759576320648,
  "best_model_checkpoint": "./deberta-emotion\\checkpoint-3000",
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 3000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 11.144495964050293,
      "learning_rate": 1.3333333333333333e-05,
      "loss": 0.5579,
      "step": 1000
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9265,
      "eval_f1": 0.9265139631115967,
      "eval_loss": 0.24188406765460968,
      "eval_runtime": 37.6324,
      "eval_samples_per_second": 53.146,
      "eval_steps_per_second": 3.322,
      "step": 1000
    },
    {
      "epoch": 2.0,
      "grad_norm": 3.2393839359283447,
      "learning_rate": 6.666666666666667e-06,
      "loss": 0.1695,
      "step": 2000
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.937,
      "eval_f1": 0.9361551132259466,
      "eval_loss": 0.17425750195980072,
      "eval_runtime": 37.3358,
      "eval_samples_per_second": 53.568,
      "eval_steps_per_second": 3.348,
      "step": 2000
    },
    {
      "epoch": 3.0,
      "grad_norm": 1.7927395105361938,
      "learning_rate": 0.0,
      "loss": 0.114,
      "step": 3000
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9355,
      "eval_f1": 0.9355195772160314,
      "eval_loss": 0.16914759576320648,
      "eval_runtime": 149.6715,
      "eval_samples_per_second": 13.363,
      "eval_steps_per_second": 0.835,
      "step": 3000
    }
  ],
  "logging_steps": 500,
  "max_steps": 3000,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 3157502681088000.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}