File size: 3,658 Bytes
22451ca
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_global_step": 264,
  "best_metric": 0.46261903643608093,
  "best_model_checkpoint": "tiny_bert_km_50_v2_sst2/checkpoint-264",
  "epoch": 6.0,
  "eval_steps": 500,
  "global_step": 1584,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 7.580273628234863,
      "learning_rate": 4.9e-05,
      "loss": 0.4553,
      "step": 264
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7993119266055045,
      "eval_loss": 0.46261903643608093,
      "eval_runtime": 0.2599,
      "eval_samples_per_second": 3355.754,
      "eval_steps_per_second": 15.393,
      "step": 264
    },
    {
      "epoch": 2.0,
      "grad_norm": 5.606261730194092,
      "learning_rate": 4.8e-05,
      "loss": 0.2508,
      "step": 528
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8004587155963303,
      "eval_loss": 0.4972456395626068,
      "eval_runtime": 0.2578,
      "eval_samples_per_second": 3381.912,
      "eval_steps_per_second": 15.513,
      "step": 528
    },
    {
      "epoch": 3.0,
      "grad_norm": 5.3927998542785645,
      "learning_rate": 4.7e-05,
      "loss": 0.195,
      "step": 792
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.7935779816513762,
      "eval_loss": 0.5118311643600464,
      "eval_runtime": 0.2668,
      "eval_samples_per_second": 3267.914,
      "eval_steps_per_second": 14.99,
      "step": 792
    },
    {
      "epoch": 4.0,
      "grad_norm": 6.790493011474609,
      "learning_rate": 4.600000000000001e-05,
      "loss": 0.162,
      "step": 1056
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.7947247706422018,
      "eval_loss": 0.5829846262931824,
      "eval_runtime": 0.2614,
      "eval_samples_per_second": 3335.902,
      "eval_steps_per_second": 15.302,
      "step": 1056
    },
    {
      "epoch": 5.0,
      "grad_norm": 1.9639827013015747,
      "learning_rate": 4.5e-05,
      "loss": 0.1344,
      "step": 1320
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.7912844036697247,
      "eval_loss": 0.6257232427597046,
      "eval_runtime": 0.2588,
      "eval_samples_per_second": 3369.98,
      "eval_steps_per_second": 15.459,
      "step": 1320
    },
    {
      "epoch": 6.0,
      "grad_norm": 10.239049911499023,
      "learning_rate": 4.4000000000000006e-05,
      "loss": 0.114,
      "step": 1584
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.7809633027522935,
      "eval_loss": 0.7445380687713623,
      "eval_runtime": 0.276,
      "eval_samples_per_second": 3159.177,
      "eval_steps_per_second": 14.492,
      "step": 1584
    },
    {
      "epoch": 6.0,
      "step": 1584,
      "total_flos": 1.0596790573590528e+16,
      "train_loss": 0.218592193391588,
      "train_runtime": 217.1191,
      "train_samples_per_second": 15509.691,
      "train_steps_per_second": 60.796
    }
  ],
  "logging_steps": 1,
  "max_steps": 13200,
  "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": 1.0596790573590528e+16,
  "train_batch_size": 256,
  "trial_name": null,
  "trial_params": null
}