File size: 3,881 Bytes
8f02ea5
a5780cd
 
6ee2539
 
8f02ea5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
e56346e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
a5780cd
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
394b719
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
6ee2539
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8f02ea5
 
 
 
6ee2539
8f02ea5
 
 
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
165
166
167
168
169
{
  "best_metric": 0.5194681286811829,
  "best_model_checkpoint": "distilbert_final_config_dropout/checkpoint-5154",
  "epoch": 5.0,
  "global_step": 8590,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.29,
      "learning_rate": 1.970896391152503e-05,
      "loss": 0.7068,
      "step": 500
    },
    {
      "epoch": 0.58,
      "learning_rate": 1.941792782305006e-05,
      "loss": 0.5844,
      "step": 1000
    },
    {
      "epoch": 0.87,
      "learning_rate": 1.9126891734575087e-05,
      "loss": 0.5631,
      "step": 1500
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7849462365591398,
      "eval_f1": 0.7884996645660559,
      "eval_loss": 0.5497974753379822,
      "eval_runtime": 8.1439,
      "eval_samples_per_second": 433.946,
      "eval_steps_per_second": 27.137,
      "step": 1718
    },
    {
      "epoch": 1.16,
      "learning_rate": 1.8835855646100117e-05,
      "loss": 0.4957,
      "step": 2000
    },
    {
      "epoch": 1.46,
      "learning_rate": 1.8544819557625148e-05,
      "loss": 0.4703,
      "step": 2500
    },
    {
      "epoch": 1.75,
      "learning_rate": 1.825378346915018e-05,
      "loss": 0.4683,
      "step": 3000
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7920203735144312,
      "eval_f1": 0.7952858811810856,
      "eval_loss": 0.5246105790138245,
      "eval_runtime": 8.0847,
      "eval_samples_per_second": 437.12,
      "eval_steps_per_second": 27.335,
      "step": 3436
    },
    {
      "epoch": 2.04,
      "learning_rate": 1.7962747380675206e-05,
      "loss": 0.4785,
      "step": 3500
    },
    {
      "epoch": 2.33,
      "learning_rate": 1.7671711292200233e-05,
      "loss": 0.3916,
      "step": 4000
    },
    {
      "epoch": 2.62,
      "learning_rate": 1.7380675203725264e-05,
      "loss": 0.3933,
      "step": 4500
    },
    {
      "epoch": 2.91,
      "learning_rate": 1.708963911525029e-05,
      "loss": 0.4015,
      "step": 5000
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.7934352009054896,
      "eval_f1": 0.7969035613432119,
      "eval_loss": 0.5194681286811829,
      "eval_runtime": 8.124,
      "eval_samples_per_second": 435.009,
      "eval_steps_per_second": 27.203,
      "step": 5154
    },
    {
      "epoch": 3.2,
      "learning_rate": 1.679860302677532e-05,
      "loss": 0.3422,
      "step": 5500
    },
    {
      "epoch": 3.49,
      "learning_rate": 1.650756693830035e-05,
      "loss": 0.3195,
      "step": 6000
    },
    {
      "epoch": 3.78,
      "learning_rate": 1.621653084982538e-05,
      "loss": 0.3382,
      "step": 6500
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.7832484436898698,
      "eval_f1": 0.7869745047177638,
      "eval_loss": 0.6190190315246582,
      "eval_runtime": 8.0892,
      "eval_samples_per_second": 436.876,
      "eval_steps_per_second": 27.32,
      "step": 6872
    },
    {
      "epoch": 4.07,
      "learning_rate": 1.592549476135041e-05,
      "loss": 0.3111,
      "step": 7000
    },
    {
      "epoch": 4.37,
      "learning_rate": 1.5634458672875437e-05,
      "loss": 0.2659,
      "step": 7500
    },
    {
      "epoch": 4.66,
      "learning_rate": 1.5343422584400468e-05,
      "loss": 0.2618,
      "step": 8000
    },
    {
      "epoch": 4.95,
      "learning_rate": 1.5052386495925495e-05,
      "loss": 0.2774,
      "step": 8500
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.7911714770797963,
      "eval_f1": 0.7951684998615031,
      "eval_loss": 0.6736249923706055,
      "eval_runtime": 8.1656,
      "eval_samples_per_second": 432.793,
      "eval_steps_per_second": 27.065,
      "step": 8590
    }
  ],
  "max_steps": 34360,
  "num_train_epochs": 20,
  "total_flos": 3910587551729100.0,
  "trial_name": null,
  "trial_params": null
}