File size: 3,447 Bytes
1f8d53f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
132
133
134
135
136
137
138
139
140
141
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 9.433962264150944,
  "eval_steps": 500,
  "global_step": 3000,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.5929032258064516,
      "eval_loss": 0.19686882197856903,
      "eval_runtime": 5.3808,
      "eval_samples_per_second": 576.127,
      "eval_steps_per_second": 12.08,
      "step": 318
    },
    {
      "epoch": 1.57,
      "learning_rate": 1.685534591194969e-05,
      "loss": 0.3149,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8416129032258064,
      "eval_loss": 0.09490782022476196,
      "eval_runtime": 5.6152,
      "eval_samples_per_second": 552.078,
      "eval_steps_per_second": 11.576,
      "step": 636
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8938709677419355,
      "eval_loss": 0.06310474872589111,
      "eval_runtime": 5.4422,
      "eval_samples_per_second": 569.627,
      "eval_steps_per_second": 11.944,
      "step": 954
    },
    {
      "epoch": 3.14,
      "learning_rate": 1.371069182389937e-05,
      "loss": 0.1093,
      "step": 1000
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9032258064516129,
      "eval_loss": 0.04744185879826546,
      "eval_runtime": 5.4969,
      "eval_samples_per_second": 563.95,
      "eval_steps_per_second": 11.825,
      "step": 1272
    },
    {
      "epoch": 4.72,
      "learning_rate": 1.0566037735849058e-05,
      "loss": 0.0689,
      "step": 1500
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9151612903225806,
      "eval_loss": 0.03924418240785599,
      "eval_runtime": 5.4803,
      "eval_samples_per_second": 565.661,
      "eval_steps_per_second": 11.861,
      "step": 1590
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.917741935483871,
      "eval_loss": 0.03422646224498749,
      "eval_runtime": 5.4841,
      "eval_samples_per_second": 565.275,
      "eval_steps_per_second": 11.853,
      "step": 1908
    },
    {
      "epoch": 6.29,
      "learning_rate": 7.421383647798742e-06,
      "loss": 0.0539,
      "step": 2000
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.9190322580645162,
      "eval_loss": 0.03100522980093956,
      "eval_runtime": 5.4467,
      "eval_samples_per_second": 569.157,
      "eval_steps_per_second": 11.934,
      "step": 2226
    },
    {
      "epoch": 7.86,
      "learning_rate": 4.276729559748428e-06,
      "loss": 0.0466,
      "step": 2500
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.9225806451612903,
      "eval_loss": 0.0292543713003397,
      "eval_runtime": 5.5067,
      "eval_samples_per_second": 562.952,
      "eval_steps_per_second": 11.804,
      "step": 2544
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.9219354838709677,
      "eval_loss": 0.028007041662931442,
      "eval_runtime": 5.4078,
      "eval_samples_per_second": 573.247,
      "eval_steps_per_second": 12.02,
      "step": 2862
    },
    {
      "epoch": 9.43,
      "learning_rate": 1.1320754716981133e-06,
      "loss": 0.043,
      "step": 3000
    }
  ],
  "logging_steps": 500,
  "max_steps": 3180,
  "num_train_epochs": 10,
  "save_steps": 500,
  "total_flos": 779832454697856.0,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.013710972863221949,
    "num_train_epochs": 10,
    "temperature": 14
  }
}