File size: 4,778 Bytes
0e2b556
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
{
  "best_metric": 53.62439467312349,
  "best_model_checkpoint": "./checkpoint-300",
  "epoch": 3.566371681415929,
  "global_step": 300,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.12,
      "learning_rate": 3e-06,
      "loss": 4.1495,
      "step": 10
    },
    {
      "epoch": 0.24,
      "learning_rate": 6.333333333333333e-06,
      "loss": 2.9287,
      "step": 20
    },
    {
      "epoch": 0.35,
      "learning_rate": 9.666666666666667e-06,
      "loss": 2.0462,
      "step": 30
    },
    {
      "epoch": 0.47,
      "learning_rate": 9.666666666666667e-06,
      "loss": 1.6138,
      "step": 40
    },
    {
      "epoch": 0.59,
      "learning_rate": 9.296296296296296e-06,
      "loss": 1.3862,
      "step": 50
    },
    {
      "epoch": 0.71,
      "learning_rate": 8.925925925925927e-06,
      "loss": 1.2604,
      "step": 60
    },
    {
      "epoch": 0.83,
      "learning_rate": 8.555555555555556e-06,
      "loss": 1.1436,
      "step": 70
    },
    {
      "epoch": 0.94,
      "learning_rate": 8.185185185185187e-06,
      "loss": 1.168,
      "step": 80
    },
    {
      "epoch": 1.07,
      "learning_rate": 7.814814814814816e-06,
      "loss": 1.1041,
      "step": 90
    },
    {
      "epoch": 1.19,
      "learning_rate": 7.444444444444445e-06,
      "loss": 0.9683,
      "step": 100
    },
    {
      "epoch": 1.19,
      "eval_cer": 131.61659035460045,
      "eval_loss": 0.8811978697776794,
      "eval_runtime": 593.3196,
      "eval_samples_per_second": 0.863,
      "eval_steps_per_second": 0.431,
      "eval_wer": 139.37651331719127,
      "step": 100
    },
    {
      "epoch": 1.31,
      "learning_rate": 7.074074074074074e-06,
      "loss": 0.909,
      "step": 110
    },
    {
      "epoch": 1.42,
      "learning_rate": 6.703703703703704e-06,
      "loss": 0.9213,
      "step": 120
    },
    {
      "epoch": 1.54,
      "learning_rate": 6.333333333333333e-06,
      "loss": 0.9092,
      "step": 130
    },
    {
      "epoch": 1.66,
      "learning_rate": 5.962962962962963e-06,
      "loss": 0.8481,
      "step": 140
    },
    {
      "epoch": 1.78,
      "learning_rate": 5.5925925925925926e-06,
      "loss": 0.8471,
      "step": 150
    },
    {
      "epoch": 1.9,
      "learning_rate": 5.2222222222222226e-06,
      "loss": 0.8504,
      "step": 160
    },
    {
      "epoch": 2.02,
      "learning_rate": 4.851851851851852e-06,
      "loss": 0.8264,
      "step": 170
    },
    {
      "epoch": 2.14,
      "learning_rate": 4.481481481481482e-06,
      "loss": 0.7236,
      "step": 180
    },
    {
      "epoch": 2.26,
      "learning_rate": 4.111111111111111e-06,
      "loss": 0.6898,
      "step": 190
    },
    {
      "epoch": 2.38,
      "learning_rate": 3.740740740740741e-06,
      "loss": 0.6848,
      "step": 200
    },
    {
      "epoch": 2.38,
      "eval_cer": 151.33685371478225,
      "eval_loss": 0.7542899250984192,
      "eval_runtime": 551.6472,
      "eval_samples_per_second": 0.928,
      "eval_steps_per_second": 0.464,
      "eval_wer": 145.9972760290557,
      "step": 200
    },
    {
      "epoch": 2.5,
      "learning_rate": 3.3703703703703705e-06,
      "loss": 0.7021,
      "step": 210
    },
    {
      "epoch": 2.61,
      "learning_rate": 3e-06,
      "loss": 0.6956,
      "step": 220
    },
    {
      "epoch": 2.73,
      "learning_rate": 2.6296296296296297e-06,
      "loss": 0.629,
      "step": 230
    },
    {
      "epoch": 2.85,
      "learning_rate": 2.2592592592592592e-06,
      "loss": 0.6661,
      "step": 240
    },
    {
      "epoch": 2.97,
      "learning_rate": 1.888888888888889e-06,
      "loss": 0.6251,
      "step": 250
    },
    {
      "epoch": 3.09,
      "learning_rate": 1.5185185185185186e-06,
      "loss": 0.6852,
      "step": 260
    },
    {
      "epoch": 3.21,
      "learning_rate": 1.1481481481481482e-06,
      "loss": 0.5772,
      "step": 270
    },
    {
      "epoch": 3.33,
      "learning_rate": 7.777777777777779e-07,
      "loss": 0.5592,
      "step": 280
    },
    {
      "epoch": 3.45,
      "learning_rate": 4.074074074074075e-07,
      "loss": 0.5845,
      "step": 290
    },
    {
      "epoch": 3.57,
      "learning_rate": 3.703703703703704e-08,
      "loss": 0.5548,
      "step": 300
    },
    {
      "epoch": 3.57,
      "eval_cer": 22.68473647271147,
      "eval_loss": 0.6978507041931152,
      "eval_runtime": 832.954,
      "eval_samples_per_second": 0.615,
      "eval_steps_per_second": 0.307,
      "eval_wer": 53.62439467312349,
      "step": 300
    }
  ],
  "max_steps": 300,
  "num_train_epochs": 4,
  "total_flos": 2.79033223569408e+18,
  "trial_name": null,
  "trial_params": null
}