File size: 2,259 Bytes
3140e34
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 1.7036641836166382,
  "best_model_checkpoint": "flan-t5-large/checkpoint-604",
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 1208,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_gen_len": 106.27584586466165,
      "eval_loss": 1.7234793901443481,
      "eval_rouge1": 44.3127,
      "eval_rouge2": 18.5321,
      "eval_rougeL": 31.8618,
      "eval_rougeLsum": 41.1286,
      "eval_runtime": 1981.3194,
      "eval_samples_per_second": 1.064,
      "eval_steps_per_second": 0.019,
      "step": 302
    },
    {
      "epoch": 1.66,
      "grad_norm": 0.43800386174930117,
      "learning_rate": 0.0001,
      "loss": 1.8444,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_gen_len": 98.73778195488721,
      "eval_loss": 1.7036641836166382,
      "eval_rouge1": 44.6191,
      "eval_rouge2": 18.529,
      "eval_rougeL": 32.4108,
      "eval_rougeLsum": 41.5764,
      "eval_runtime": 1977.8502,
      "eval_samples_per_second": 1.066,
      "eval_steps_per_second": 0.019,
      "step": 604
    },
    {
      "epoch": 3.0,
      "eval_gen_len": 100.92763157894737,
      "eval_loss": 1.7065348625183105,
      "eval_rouge1": 45.2044,
      "eval_rouge2": 19.0224,
      "eval_rougeL": 32.7758,
      "eval_rougeLsum": 42.1475,
      "eval_runtime": 1977.3953,
      "eval_samples_per_second": 1.066,
      "eval_steps_per_second": 0.019,
      "step": 906
    },
    {
      "epoch": 3.31,
      "grad_norm": 0.4764731580095982,
      "learning_rate": 0.0001,
      "loss": 1.6046,
      "step": 1000
    },
    {
      "epoch": 4.0,
      "eval_gen_len": 97.4515977443609,
      "eval_loss": 1.7114441394805908,
      "eval_rouge1": 45.5049,
      "eval_rouge2": 19.1992,
      "eval_rougeL": 32.905,
      "eval_rougeLsum": 42.5556,
      "eval_runtime": 1982.5948,
      "eval_samples_per_second": 1.063,
      "eval_steps_per_second": 0.019,
      "step": 1208
    }
  ],
  "logging_steps": 500,
  "max_steps": 1510,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "total_flos": 25961869344768.0,
  "train_batch_size": 14,
  "trial_name": null,
  "trial_params": null
}