File size: 3,981 Bytes
a33b262
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
{
  "best_metric": 0.704170286655426,
  "best_model_checkpoint": "bert_uncased_L-4_H-128_A-2_wnli/checkpoint-6",
  "epoch": 7.0,
  "eval_steps": 500,
  "global_step": 21,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 0.7738248705863953,
      "learning_rate": 4.9e-05,
      "loss": 0.6968,
      "step": 3
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.4225352112676056,
      "eval_loss": 0.7060407996177673,
      "eval_runtime": 0.0325,
      "eval_samples_per_second": 2182.852,
      "eval_steps_per_second": 30.744,
      "step": 3
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.40101733803749084,
      "learning_rate": 4.8e-05,
      "loss": 0.6898,
      "step": 6
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.352112676056338,
      "eval_loss": 0.704170286655426,
      "eval_runtime": 0.0317,
      "eval_samples_per_second": 2239.3,
      "eval_steps_per_second": 31.539,
      "step": 6
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.43040701746940613,
      "learning_rate": 4.7e-05,
      "loss": 0.6912,
      "step": 9
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.36619718309859156,
      "eval_loss": 0.705545961856842,
      "eval_runtime": 0.0392,
      "eval_samples_per_second": 1811.695,
      "eval_steps_per_second": 25.517,
      "step": 9
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.8497236371040344,
      "learning_rate": 4.600000000000001e-05,
      "loss": 0.695,
      "step": 12
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.3380281690140845,
      "eval_loss": 0.7075263857841492,
      "eval_runtime": 0.0342,
      "eval_samples_per_second": 2076.113,
      "eval_steps_per_second": 29.241,
      "step": 12
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.7524233460426331,
      "learning_rate": 4.5e-05,
      "loss": 0.6946,
      "step": 15
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.30985915492957744,
      "eval_loss": 0.709892213344574,
      "eval_runtime": 0.0299,
      "eval_samples_per_second": 2374.008,
      "eval_steps_per_second": 33.437,
      "step": 15
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.6198353171348572,
      "learning_rate": 4.4000000000000006e-05,
      "loss": 0.6921,
      "step": 18
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.30985915492957744,
      "eval_loss": 0.7122030854225159,
      "eval_runtime": 0.0308,
      "eval_samples_per_second": 2307.312,
      "eval_steps_per_second": 32.497,
      "step": 18
    },
    {
      "epoch": 7.0,
      "grad_norm": 0.444954514503479,
      "learning_rate": 4.3e-05,
      "loss": 0.6874,
      "step": 21
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.323943661971831,
      "eval_loss": 0.7139633893966675,
      "eval_runtime": 0.0309,
      "eval_samples_per_second": 2299.456,
      "eval_steps_per_second": 32.387,
      "step": 21
    },
    {
      "epoch": 7.0,
      "step": 21,
      "total_flos": 5531069537280.0,
      "train_loss": 0.6924250693548293,
      "train_runtime": 3.1238,
      "train_samples_per_second": 10163.884,
      "train_steps_per_second": 48.018
    }
  ],
  "logging_steps": 1,
  "max_steps": 150,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 50,
  "save_steps": 500,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 5,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 5
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 5531069537280.0,
  "train_batch_size": 256,
  "trial_name": null,
  "trial_params": null
}