File size: 3,874 Bytes
9512242
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 35.363951655281134,
  "best_model_checkpoint": "/models/hfhub/whisper-tiny-ft-ccv-en-cy/checkpoint-4000",
  "epoch": 1.005593614480548,
  "eval_steps": 1000,
  "global_step": 4000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.06,
      "learning_rate": 5e-06,
      "loss": 1.8194,
      "step": 250
    },
    {
      "epoch": 0.13,
      "learning_rate": 1e-05,
      "loss": 0.9849,
      "step": 500
    },
    {
      "epoch": 0.19,
      "learning_rate": 9.285714285714288e-06,
      "loss": 0.7915,
      "step": 750
    },
    {
      "epoch": 0.25,
      "learning_rate": 8.571428571428571e-06,
      "loss": 0.7059,
      "step": 1000
    },
    {
      "epoch": 0.25,
      "eval_loss": 0.7390016913414001,
      "eval_runtime": 4754.2409,
      "eval_samples_per_second": 5.517,
      "eval_steps_per_second": 0.69,
      "eval_wer": 44.49101418812402,
      "step": 1000
    },
    {
      "epoch": 0.31,
      "learning_rate": 7.857142857142858e-06,
      "loss": 0.6376,
      "step": 1250
    },
    {
      "epoch": 0.38,
      "learning_rate": 7.1428571428571436e-06,
      "loss": 0.6106,
      "step": 1500
    },
    {
      "epoch": 0.44,
      "learning_rate": 6.4285714285714295e-06,
      "loss": 0.5788,
      "step": 1750
    },
    {
      "epoch": 0.5,
      "learning_rate": 5.7142857142857145e-06,
      "loss": 0.5534,
      "step": 2000
    },
    {
      "epoch": 0.5,
      "eval_loss": 0.6115821003913879,
      "eval_runtime": 4753.0136,
      "eval_samples_per_second": 5.519,
      "eval_steps_per_second": 0.69,
      "eval_wer": 39.21681555438781,
      "step": 2000
    },
    {
      "epoch": 0.57,
      "learning_rate": 5e-06,
      "loss": 0.5487,
      "step": 2250
    },
    {
      "epoch": 0.63,
      "learning_rate": 4.2857142857142855e-06,
      "loss": 0.5209,
      "step": 2500
    },
    {
      "epoch": 0.69,
      "learning_rate": 3.5714285714285718e-06,
      "loss": 0.5085,
      "step": 2750
    },
    {
      "epoch": 0.75,
      "learning_rate": 2.8571428571428573e-06,
      "loss": 0.5087,
      "step": 3000
    },
    {
      "epoch": 0.75,
      "eval_loss": 0.5614925622940063,
      "eval_runtime": 4551.9019,
      "eval_samples_per_second": 5.763,
      "eval_steps_per_second": 0.72,
      "eval_wer": 36.01933788754598,
      "step": 3000
    },
    {
      "epoch": 0.82,
      "learning_rate": 2.1428571428571427e-06,
      "loss": 0.493,
      "step": 3250
    },
    {
      "epoch": 0.88,
      "learning_rate": 1.4285714285714286e-06,
      "loss": 0.4827,
      "step": 3500
    },
    {
      "epoch": 0.94,
      "learning_rate": 7.142857142857143e-07,
      "loss": 0.4841,
      "step": 3750
    },
    {
      "epoch": 1.01,
      "learning_rate": 0.0,
      "loss": 0.4749,
      "step": 4000
    },
    {
      "epoch": 1.01,
      "eval_loss": 0.5461583137512207,
      "eval_runtime": 4551.8069,
      "eval_samples_per_second": 5.763,
      "eval_steps_per_second": 0.72,
      "eval_wer": 35.363951655281134,
      "step": 4000
    },
    {
      "epoch": 1.01,
      "step": 4000,
      "total_flos": 3.15119267647488e+18,
      "train_loss": 0.6689756336212158,
      "train_runtime": 34976.9315,
      "train_samples_per_second": 3.66,
      "train_steps_per_second": 0.114
    },
    {
      "epoch": 1.01,
      "eval_loss": 0.5461583137512207,
      "eval_runtime": 4567.2196,
      "eval_samples_per_second": 5.743,
      "eval_steps_per_second": 0.718,
      "eval_wer": 35.363951655281134,
      "step": 4000
    }
  ],
  "logging_steps": 250,
  "max_steps": 4000,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 2,
  "save_steps": 1000,
  "total_flos": 3.15119267647488e+18,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}