File size: 2,597 Bytes
3d669bb
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.13006852567195892,
  "best_model_checkpoint": "/project/home/p_babro/p_babel/v4_slant/checkpoint-34902",
  "epoch": 3.0,
  "eval_steps": 100,
  "global_step": 34902,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 3.1385393142700195,
      "learning_rate": 4.5e-06,
      "loss": 0.1773,
      "step": 11634
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8172519018352172,
      "eval_f1": 0.8177504983784618,
      "eval_loss": 0.14184926450252533,
      "eval_precision": 0.8189176699515038,
      "eval_recall": 0.8172519018352172,
      "eval_runtime": 60.5693,
      "eval_samples_per_second": 384.138,
      "eval_steps_per_second": 24.022,
      "step": 11634
    },
    {
      "epoch": 2.0,
      "grad_norm": 6.301619052886963,
      "learning_rate": 4.000000000000001e-06,
      "loss": 0.1345,
      "step": 23268
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8301027205913956,
      "eval_f1": 0.8302797870565826,
      "eval_loss": 0.13333828747272491,
      "eval_precision": 0.8306761234771176,
      "eval_recall": 0.8301027205913956,
      "eval_runtime": 59.9815,
      "eval_samples_per_second": 387.903,
      "eval_steps_per_second": 24.257,
      "step": 23268
    },
    {
      "epoch": 3.0,
      "grad_norm": 5.983363151550293,
      "learning_rate": 3.5e-06,
      "loss": 0.1201,
      "step": 34902
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8342287359779946,
      "eval_f1": 0.8333415258252606,
      "eval_loss": 0.13006852567195892,
      "eval_precision": 0.8345277590208003,
      "eval_recall": 0.8342287359779946,
      "eval_runtime": 56.7072,
      "eval_samples_per_second": 410.301,
      "eval_steps_per_second": 25.658,
      "step": 34902
    }
  ],
  "logging_steps": 100,
  "max_steps": 116340,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 100,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 2,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 0
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 3.673234605593549e+16,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}