File size: 2,139 Bytes
bc8bcd5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_global_step": 1800,
  "best_metric": 0.8525679691676576,
  "best_model_checkpoint": "../model/checkpoint-1800",
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 1800,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 12.545402526855469,
      "learning_rate": 1.3344444444444446e-05,
      "loss": 0.593,
      "step": 600
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.828125,
      "eval_f1_macro": 0.8270170775916136,
      "eval_loss": 0.44877034425735474,
      "eval_runtime": 24.45,
      "eval_samples_per_second": 196.319,
      "eval_steps_per_second": 3.067,
      "step": 600
    },
    {
      "epoch": 2.0,
      "grad_norm": 13.457213401794434,
      "learning_rate": 6.677777777777779e-06,
      "loss": 0.3861,
      "step": 1200
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8395833333333333,
      "eval_f1_macro": 0.8393090159160851,
      "eval_loss": 0.41652506589889526,
      "eval_runtime": 24.3618,
      "eval_samples_per_second": 197.029,
      "eval_steps_per_second": 3.079,
      "step": 1200
    },
    {
      "epoch": 3.0,
      "grad_norm": 22.19487190246582,
      "learning_rate": 1.1111111111111112e-08,
      "loss": 0.2759,
      "step": 1800
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8527083333333333,
      "eval_f1_macro": 0.8525679691676576,
      "eval_loss": 0.436837762594223,
      "eval_runtime": 24.3376,
      "eval_samples_per_second": 197.226,
      "eval_steps_per_second": 3.082,
      "step": 1800
    }
  ],
  "logging_steps": 500,
  "max_steps": 1800,
  "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": 1.51553328611328e+16,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}