File size: 4,806 Bytes
c0e1bc8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 15.0,
  "global_step": 1635,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.92,
      "eval_loss": 3.5826058387756348,
      "eval_runtime": 112.5008,
      "eval_samples_per_second": 14.64,
      "eval_steps_per_second": 1.831,
      "eval_wer": 1.0,
      "step": 100
    },
    {
      "epoch": 1.83,
      "eval_loss": 3.0217819213867188,
      "eval_runtime": 113.1278,
      "eval_samples_per_second": 14.559,
      "eval_steps_per_second": 1.821,
      "eval_wer": 0.9998978653865795,
      "step": 200
    },
    {
      "epoch": 2.75,
      "eval_loss": 0.8984940052032471,
      "eval_runtime": 111.3066,
      "eval_samples_per_second": 14.797,
      "eval_steps_per_second": 1.851,
      "eval_wer": 0.8035951383924012,
      "step": 300
    },
    {
      "epoch": 3.67,
      "eval_loss": 0.5992483496665955,
      "eval_runtime": 112.2673,
      "eval_samples_per_second": 14.67,
      "eval_steps_per_second": 1.835,
      "eval_wer": 0.619650699622102,
      "step": 400
    },
    {
      "epoch": 4.59,
      "learning_rate": 0.00029939999999999996,
      "loss": 3.1629,
      "step": 500
    },
    {
      "epoch": 4.59,
      "eval_loss": 0.49684980511665344,
      "eval_runtime": 112.6664,
      "eval_samples_per_second": 14.618,
      "eval_steps_per_second": 1.828,
      "eval_wer": 0.5339597589623123,
      "step": 500
    },
    {
      "epoch": 5.5,
      "eval_loss": 0.4645964503288269,
      "eval_runtime": 111.3096,
      "eval_samples_per_second": 14.797,
      "eval_steps_per_second": 1.851,
      "eval_wer": 0.5045449902972117,
      "step": 600
    },
    {
      "epoch": 6.42,
      "eval_loss": 0.43159034848213196,
      "eval_runtime": 113.1768,
      "eval_samples_per_second": 14.552,
      "eval_steps_per_second": 1.82,
      "eval_wer": 0.44254927995097537,
      "step": 700
    },
    {
      "epoch": 7.34,
      "eval_loss": 0.44998037815093994,
      "eval_runtime": 111.8678,
      "eval_samples_per_second": 14.723,
      "eval_steps_per_second": 1.841,
      "eval_wer": 0.4734960678173833,
      "step": 800
    },
    {
      "epoch": 8.26,
      "eval_loss": 0.41139060258865356,
      "eval_runtime": 113.568,
      "eval_samples_per_second": 14.502,
      "eval_steps_per_second": 1.814,
      "eval_wer": 0.41231743437851087,
      "step": 900
    },
    {
      "epoch": 9.17,
      "learning_rate": 0.00016810572687224668,
      "loss": 0.2226,
      "step": 1000
    },
    {
      "epoch": 9.17,
      "eval_loss": 0.41622716188430786,
      "eval_runtime": 112.362,
      "eval_samples_per_second": 14.658,
      "eval_steps_per_second": 1.833,
      "eval_wer": 0.4018997038096211,
      "step": 1000
    },
    {
      "epoch": 10.09,
      "eval_loss": 0.3999302089214325,
      "eval_runtime": 113.8252,
      "eval_samples_per_second": 14.47,
      "eval_steps_per_second": 1.81,
      "eval_wer": 0.38239199264630785,
      "step": 1100
    },
    {
      "epoch": 11.01,
      "eval_loss": 0.404796838760376,
      "eval_runtime": 112.9341,
      "eval_samples_per_second": 14.584,
      "eval_steps_per_second": 1.824,
      "eval_wer": 0.38423041568787664,
      "step": 1200
    },
    {
      "epoch": 11.93,
      "eval_loss": 0.3789042532444,
      "eval_runtime": 112.9251,
      "eval_samples_per_second": 14.585,
      "eval_steps_per_second": 1.824,
      "eval_wer": 0.3602287815340619,
      "step": 1300
    },
    {
      "epoch": 12.84,
      "eval_loss": 0.4024040102958679,
      "eval_runtime": 114.3571,
      "eval_samples_per_second": 14.402,
      "eval_steps_per_second": 1.801,
      "eval_wer": 0.35359003166173014,
      "step": 1400
    },
    {
      "epoch": 13.76,
      "learning_rate": 3.594713656387665e-05,
      "loss": 0.1015,
      "step": 1500
    },
    {
      "epoch": 13.76,
      "eval_loss": 0.38988158106803894,
      "eval_runtime": 113.4392,
      "eval_samples_per_second": 14.519,
      "eval_steps_per_second": 1.816,
      "eval_wer": 0.35747114697170873,
      "step": 1500
    },
    {
      "epoch": 14.68,
      "eval_loss": 0.3801647126674652,
      "eval_runtime": 112.3523,
      "eval_samples_per_second": 14.659,
      "eval_steps_per_second": 1.834,
      "eval_wer": 0.3489939740578082,
      "step": 1600
    },
    {
      "epoch": 15.0,
      "step": 1635,
      "total_flos": 6.468063251673315e+18,
      "train_loss": 1.0725414783582774,
      "train_runtime": 6951.8597,
      "train_samples_per_second": 7.504,
      "train_steps_per_second": 0.235
    }
  ],
  "max_steps": 1635,
  "num_train_epochs": 15,
  "total_flos": 6.468063251673315e+18,
  "trial_name": null,
  "trial_params": null
}