File size: 3,257 Bytes
4a5301a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
142
143
144
145
{
  "best_global_step": null,
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 100.0,
  "eval_steps": 20,
  "global_step": 100,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 10.0,
      "grad_norm": 40.950557708740234,
      "learning_rate": 4.55e-05,
      "loss": 18.8161,
      "step": 10
    },
    {
      "epoch": 20.0,
      "grad_norm": 35.285560607910156,
      "learning_rate": 4.05e-05,
      "loss": 14.196,
      "step": 20
    },
    {
      "epoch": 20.0,
      "eval_loss": 6.419579029083252,
      "eval_runtime": 0.0679,
      "eval_samples_per_second": 14.729,
      "eval_steps_per_second": 14.729,
      "step": 20
    },
    {
      "epoch": 30.0,
      "grad_norm": 29.6579647064209,
      "learning_rate": 3.55e-05,
      "loss": 11.7946,
      "step": 30
    },
    {
      "epoch": 40.0,
      "grad_norm": 30.451223373413086,
      "learning_rate": 3.05e-05,
      "loss": 10.2795,
      "step": 40
    },
    {
      "epoch": 40.0,
      "eval_loss": 5.401611804962158,
      "eval_runtime": 0.0671,
      "eval_samples_per_second": 14.913,
      "eval_steps_per_second": 14.913,
      "step": 40
    },
    {
      "epoch": 50.0,
      "grad_norm": 28.49588394165039,
      "learning_rate": 2.5500000000000003e-05,
      "loss": 9.029,
      "step": 50
    },
    {
      "epoch": 60.0,
      "grad_norm": 26.983068466186523,
      "learning_rate": 2.05e-05,
      "loss": 8.0003,
      "step": 60
    },
    {
      "epoch": 60.0,
      "eval_loss": 4.586005687713623,
      "eval_runtime": 0.0293,
      "eval_samples_per_second": 34.155,
      "eval_steps_per_second": 34.155,
      "step": 60
    },
    {
      "epoch": 70.0,
      "grad_norm": 25.09807014465332,
      "learning_rate": 1.55e-05,
      "loss": 7.1517,
      "step": 70
    },
    {
      "epoch": 80.0,
      "grad_norm": 25.080015182495117,
      "learning_rate": 1.05e-05,
      "loss": 6.2983,
      "step": 80
    },
    {
      "epoch": 80.0,
      "eval_loss": 3.923098087310791,
      "eval_runtime": 0.0442,
      "eval_samples_per_second": 22.645,
      "eval_steps_per_second": 22.645,
      "step": 80
    },
    {
      "epoch": 90.0,
      "grad_norm": 22.326396942138672,
      "learning_rate": 5.500000000000001e-06,
      "loss": 5.9046,
      "step": 90
    },
    {
      "epoch": 100.0,
      "grad_norm": 18.527441024780273,
      "learning_rate": 5.000000000000001e-07,
      "loss": 5.7314,
      "step": 100
    },
    {
      "epoch": 100.0,
      "eval_loss": 3.8312597274780273,
      "eval_runtime": 0.0315,
      "eval_samples_per_second": 31.709,
      "eval_steps_per_second": 31.709,
      "step": 100
    }
  ],
  "logging_steps": 10,
  "max_steps": 100,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 100,
  "save_steps": 50,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 37178100940800.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}