File size: 3,151 Bytes
b1d6514
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
118
119
120
121
122
123
124
125
126
127
128
129
130
131
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 5.0,
  "eval_steps": 500,
  "global_step": 4460,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 1.370400071144104,
      "learning_rate": 0.0008,
      "loss": 2.4275,
      "step": 892
    },
    {
      "epoch": 1.0,
      "eval_gen_len": 1.0,
      "eval_loss": 1.2781208753585815,
      "eval_rouge1": 0.1861,
      "eval_rouge2": 0.0,
      "eval_rougeL": 0.1881,
      "eval_rougeLsum": 0.1893,
      "eval_runtime": 60.7313,
      "eval_samples_per_second": 12.349,
      "eval_steps_per_second": 0.395,
      "step": 892
    },
    {
      "epoch": 2.0,
      "grad_norm": 1.286105990409851,
      "learning_rate": 0.0006,
      "loss": 1.5017,
      "step": 1784
    },
    {
      "epoch": 2.0,
      "eval_gen_len": 1.0,
      "eval_loss": 0.9698342680931091,
      "eval_rouge1": 0.2767,
      "eval_rouge2": 0.0,
      "eval_rougeL": 0.2791,
      "eval_rougeLsum": 0.2749,
      "eval_runtime": 59.0186,
      "eval_samples_per_second": 12.708,
      "eval_steps_per_second": 0.407,
      "step": 1784
    },
    {
      "epoch": 3.0,
      "grad_norm": 1.4371565580368042,
      "learning_rate": 0.0004,
      "loss": 1.1964,
      "step": 2676
    },
    {
      "epoch": 3.0,
      "eval_gen_len": 1.0,
      "eval_loss": 0.8234596252441406,
      "eval_rouge1": 0.2852,
      "eval_rouge2": 0.0,
      "eval_rougeL": 0.2836,
      "eval_rougeLsum": 0.2837,
      "eval_runtime": 58.7509,
      "eval_samples_per_second": 12.766,
      "eval_steps_per_second": 0.409,
      "step": 2676
    },
    {
      "epoch": 4.0,
      "grad_norm": 1.5157568454742432,
      "learning_rate": 0.0002,
      "loss": 1.0261,
      "step": 3568
    },
    {
      "epoch": 4.0,
      "eval_gen_len": 1.0,
      "eval_loss": 0.7467883229255676,
      "eval_rouge1": 0.4923,
      "eval_rouge2": 0.0,
      "eval_rougeL": 0.491,
      "eval_rougeLsum": 0.4914,
      "eval_runtime": 60.0898,
      "eval_samples_per_second": 12.481,
      "eval_steps_per_second": 0.399,
      "step": 3568
    },
    {
      "epoch": 5.0,
      "grad_norm": 1.273616075515747,
      "learning_rate": 0.0,
      "loss": 0.9195,
      "step": 4460
    },
    {
      "epoch": 5.0,
      "eval_gen_len": 1.0,
      "eval_loss": 0.717265784740448,
      "eval_rouge1": 0.456,
      "eval_rouge2": 0.0,
      "eval_rougeL": 0.457,
      "eval_rougeLsum": 0.4597,
      "eval_runtime": 60.3668,
      "eval_samples_per_second": 12.424,
      "eval_steps_per_second": 0.398,
      "step": 4460
    },
    {
      "epoch": 5.0,
      "step": 4460,
      "total_flos": 5.595013827919872e+16,
      "train_loss": 1.4142166890371006,
      "train_runtime": 6433.692,
      "train_samples_per_second": 11.092,
      "train_steps_per_second": 0.693
    }
  ],
  "logging_steps": 500,
  "max_steps": 4460,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "total_flos": 5.595013827919872e+16,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}