File size: 2,493 Bytes
70eed93
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.940171513545545,
  "best_model_checkpoint": "model_saves/roberta-large_lemon_10k_2_p3/checkpoint-268",
  "epoch": 7.0,
  "global_step": 1876,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.940171513545545,
      "eval_loss": 0.43810606002807617,
      "eval_runtime": 3.415,
      "eval_samples_per_second": 1283.177,
      "eval_steps_per_second": 10.249,
      "step": 268
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9395845212938427,
      "eval_loss": 0.449770987033844,
      "eval_runtime": 3.4195,
      "eval_samples_per_second": 1281.488,
      "eval_steps_per_second": 10.236,
      "step": 536
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9389975290421404,
      "eval_loss": 0.476426899433136,
      "eval_runtime": 3.4072,
      "eval_samples_per_second": 1286.11,
      "eval_steps_per_second": 10.272,
      "step": 804
    },
    {
      "epoch": 3.73,
      "learning_rate": 1e-05,
      "loss": 0.2859,
      "step": 1000
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9391372891020696,
      "eval_loss": 0.5197746157646179,
      "eval_runtime": 3.4116,
      "eval_samples_per_second": 1284.432,
      "eval_steps_per_second": 10.259,
      "step": 1072
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9385950200695446,
      "eval_loss": 0.5668849349021912,
      "eval_runtime": 3.406,
      "eval_samples_per_second": 1286.537,
      "eval_steps_per_second": 10.276,
      "step": 1340
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9381981014993459,
      "eval_loss": 0.6483766436576843,
      "eval_runtime": 3.4058,
      "eval_samples_per_second": 1286.611,
      "eval_steps_per_second": 10.276,
      "step": 1608
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.9379521237938707,
      "eval_loss": 0.6937921643257141,
      "eval_runtime": 3.4208,
      "eval_samples_per_second": 1280.993,
      "eval_steps_per_second": 10.232,
      "step": 1876
    },
    {
      "epoch": 7.0,
      "step": 1876,
      "total_flos": 2.4706569119727616e+16,
      "train_loss": 0.06039006166112448,
      "train_runtime": 257.6645,
      "train_samples_per_second": 1997.015,
      "train_steps_per_second": 15.602
    }
  ],
  "max_steps": 4020,
  "num_train_epochs": 15,
  "total_flos": 2.4706569119727616e+16,
  "trial_name": null,
  "trial_params": null
}