emre commited on
Commit
7128c74
1 Parent(s): eb47c44

End of training

Browse files
Files changed (4) hide show
  1. all_results.json +14 -0
  2. eval_results.json +9 -0
  3. train_results.json +8 -0
  4. trainer_state.json +2365 -0
all_results.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 100.0,
3
+ "eval_loss": 0.22239123284816742,
4
+ "eval_runtime": 238.7764,
5
+ "eval_samples": 8339,
6
+ "eval_samples_per_second": 34.924,
7
+ "eval_steps_per_second": 1.093,
8
+ "eval_wer": 0.2869353988587666,
9
+ "train_loss": 1.2247810986577248,
10
+ "train_runtime": 113701.5353,
11
+ "train_samples": 25058,
12
+ "train_samples_per_second": 22.038,
13
+ "train_steps_per_second": 0.69
14
+ }
eval_results.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 100.0,
3
+ "eval_loss": 0.22239123284816742,
4
+ "eval_runtime": 238.7764,
5
+ "eval_samples": 8339,
6
+ "eval_samples_per_second": 34.924,
7
+ "eval_steps_per_second": 1.093,
8
+ "eval_wer": 0.2869353988587666
9
+ }
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 100.0,
3
+ "train_loss": 1.2247810986577248,
4
+ "train_runtime": 113701.5353,
5
+ "train_samples": 25058,
6
+ "train_samples_per_second": 22.038,
7
+ "train_steps_per_second": 0.69
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,2365 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 100.0,
5
+ "global_step": 78400,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 0.64,
12
+ "learning_rate": 1.9880000000000003e-05,
13
+ "loss": 6.8222,
14
+ "step": 500
15
+ },
16
+ {
17
+ "epoch": 0.64,
18
+ "eval_loss": 3.502612352371216,
19
+ "eval_runtime": 238.4374,
20
+ "eval_samples_per_second": 34.974,
21
+ "eval_steps_per_second": 1.095,
22
+ "eval_wer": 1.0,
23
+ "step": 500
24
+ },
25
+ {
26
+ "epoch": 1.28,
27
+ "learning_rate": 1.987240051347882e-05,
28
+ "loss": 3.2136,
29
+ "step": 1000
30
+ },
31
+ {
32
+ "epoch": 1.28,
33
+ "eval_loss": 3.0592851638793945,
34
+ "eval_runtime": 239.7957,
35
+ "eval_samples_per_second": 34.775,
36
+ "eval_steps_per_second": 1.088,
37
+ "eval_wer": 0.9999770836675298,
38
+ "step": 1000
39
+ },
40
+ {
41
+ "epoch": 1.91,
42
+ "learning_rate": 1.9744030808729143e-05,
43
+ "loss": 2.8882,
44
+ "step": 1500
45
+ },
46
+ {
47
+ "epoch": 1.91,
48
+ "eval_loss": 2.4670279026031494,
49
+ "eval_runtime": 236.3109,
50
+ "eval_samples_per_second": 35.288,
51
+ "eval_steps_per_second": 1.104,
52
+ "eval_wer": 0.9938584228979994,
53
+ "step": 1500
54
+ },
55
+ {
56
+ "epoch": 2.55,
57
+ "learning_rate": 1.9615661103979463e-05,
58
+ "loss": 2.3743,
59
+ "step": 2000
60
+ },
61
+ {
62
+ "epoch": 2.55,
63
+ "eval_loss": 1.1843628883361816,
64
+ "eval_runtime": 239.6417,
65
+ "eval_samples_per_second": 34.798,
66
+ "eval_steps_per_second": 1.089,
67
+ "eval_wer": 0.8656873753924422,
68
+ "step": 2000
69
+ },
70
+ {
71
+ "epoch": 3.19,
72
+ "learning_rate": 1.9487291399229784e-05,
73
+ "loss": 1.9456,
74
+ "step": 2500
75
+ },
76
+ {
77
+ "epoch": 3.19,
78
+ "eval_loss": 0.8227887153625488,
79
+ "eval_runtime": 238.3867,
80
+ "eval_samples_per_second": 34.981,
81
+ "eval_steps_per_second": 1.095,
82
+ "eval_wer": 0.7397162958040195,
83
+ "step": 2500
84
+ },
85
+ {
86
+ "epoch": 3.83,
87
+ "learning_rate": 1.9358921694480104e-05,
88
+ "loss": 1.7781,
89
+ "step": 3000
90
+ },
91
+ {
92
+ "epoch": 3.83,
93
+ "eval_loss": 0.6826250553131104,
94
+ "eval_runtime": 237.1431,
95
+ "eval_samples_per_second": 35.164,
96
+ "eval_steps_per_second": 1.101,
97
+ "eval_wer": 0.6752984852304237,
98
+ "step": 3000
99
+ },
100
+ {
101
+ "epoch": 4.46,
102
+ "learning_rate": 1.9230551989730427e-05,
103
+ "loss": 1.6848,
104
+ "step": 3500
105
+ },
106
+ {
107
+ "epoch": 4.46,
108
+ "eval_loss": 0.5885177254676819,
109
+ "eval_runtime": 235.3547,
110
+ "eval_samples_per_second": 35.432,
111
+ "eval_steps_per_second": 1.109,
112
+ "eval_wer": 0.6139743795402983,
113
+ "step": 3500
114
+ },
115
+ {
116
+ "epoch": 5.1,
117
+ "learning_rate": 1.9102182284980744e-05,
118
+ "loss": 1.6228,
119
+ "step": 4000
120
+ },
121
+ {
122
+ "epoch": 5.1,
123
+ "eval_loss": 0.527351975440979,
124
+ "eval_runtime": 237.0762,
125
+ "eval_samples_per_second": 35.174,
126
+ "eval_steps_per_second": 1.101,
127
+ "eval_wer": 0.5788894745284965,
128
+ "step": 4000
129
+ },
130
+ {
131
+ "epoch": 5.74,
132
+ "learning_rate": 1.8973812580231068e-05,
133
+ "loss": 1.5768,
134
+ "step": 4500
135
+ },
136
+ {
137
+ "epoch": 5.74,
138
+ "eval_loss": 0.48999691009521484,
139
+ "eval_runtime": 235.6055,
140
+ "eval_samples_per_second": 35.394,
141
+ "eval_steps_per_second": 1.108,
142
+ "eval_wer": 0.5518711185461879,
143
+ "step": 4500
144
+ },
145
+ {
146
+ "epoch": 6.38,
147
+ "learning_rate": 1.8845699614890885e-05,
148
+ "loss": 1.5431,
149
+ "step": 5000
150
+ },
151
+ {
152
+ "epoch": 6.38,
153
+ "eval_loss": 0.45079049468040466,
154
+ "eval_runtime": 235.5935,
155
+ "eval_samples_per_second": 35.396,
156
+ "eval_steps_per_second": 1.108,
157
+ "eval_wer": 0.5237986112702523,
158
+ "step": 5000
159
+ },
160
+ {
161
+ "epoch": 7.02,
162
+ "learning_rate": 1.871732991014121e-05,
163
+ "loss": 1.5019,
164
+ "step": 5500
165
+ },
166
+ {
167
+ "epoch": 7.02,
168
+ "eval_loss": 0.42483240365982056,
169
+ "eval_runtime": 235.975,
170
+ "eval_samples_per_second": 35.338,
171
+ "eval_steps_per_second": 1.106,
172
+ "eval_wer": 0.5021426770859592,
173
+ "step": 5500
174
+ },
175
+ {
176
+ "epoch": 7.65,
177
+ "learning_rate": 1.858921694480103e-05,
178
+ "loss": 1.4684,
179
+ "step": 6000
180
+ },
181
+ {
182
+ "epoch": 7.65,
183
+ "eval_loss": 0.4009439945220947,
184
+ "eval_runtime": 236.3695,
185
+ "eval_samples_per_second": 35.28,
186
+ "eval_steps_per_second": 1.104,
187
+ "eval_wer": 0.4827096271512707,
188
+ "step": 6000
189
+ },
190
+ {
191
+ "epoch": 8.29,
192
+ "learning_rate": 1.846084724005135e-05,
193
+ "loss": 1.4635,
194
+ "step": 6500
195
+ },
196
+ {
197
+ "epoch": 8.29,
198
+ "eval_loss": 0.3830302357673645,
199
+ "eval_runtime": 234.8449,
200
+ "eval_samples_per_second": 35.509,
201
+ "eval_steps_per_second": 1.111,
202
+ "eval_wer": 0.4700139789628068,
203
+ "step": 6500
204
+ },
205
+ {
206
+ "epoch": 8.93,
207
+ "learning_rate": 1.833247753530167e-05,
208
+ "loss": 1.4291,
209
+ "step": 7000
210
+ },
211
+ {
212
+ "epoch": 8.93,
213
+ "eval_loss": 0.3707072138786316,
214
+ "eval_runtime": 237.9649,
215
+ "eval_samples_per_second": 35.043,
216
+ "eval_steps_per_second": 1.097,
217
+ "eval_wer": 0.45947246602653713,
218
+ "step": 7000
219
+ },
220
+ {
221
+ "epoch": 9.57,
222
+ "learning_rate": 1.820410783055199e-05,
223
+ "loss": 1.4271,
224
+ "step": 7500
225
+ },
226
+ {
227
+ "epoch": 9.57,
228
+ "eval_loss": 0.3570108115673065,
229
+ "eval_runtime": 236.9986,
230
+ "eval_samples_per_second": 35.186,
231
+ "eval_steps_per_second": 1.101,
232
+ "eval_wer": 0.4514059169970438,
233
+ "step": 7500
234
+ },
235
+ {
236
+ "epoch": 10.2,
237
+ "learning_rate": 1.807573812580231e-05,
238
+ "loss": 1.3938,
239
+ "step": 8000
240
+ },
241
+ {
242
+ "epoch": 10.2,
243
+ "eval_loss": 0.34792855381965637,
244
+ "eval_runtime": 234.9447,
245
+ "eval_samples_per_second": 35.493,
246
+ "eval_steps_per_second": 1.111,
247
+ "eval_wer": 0.4378394481747141,
248
+ "step": 8000
249
+ },
250
+ {
251
+ "epoch": 10.84,
252
+ "learning_rate": 1.794762516046213e-05,
253
+ "loss": 1.3914,
254
+ "step": 8500
255
+ },
256
+ {
257
+ "epoch": 10.84,
258
+ "eval_loss": 0.3395732045173645,
259
+ "eval_runtime": 235.1285,
260
+ "eval_samples_per_second": 35.466,
261
+ "eval_steps_per_second": 1.11,
262
+ "eval_wer": 0.4368082132135573,
263
+ "step": 8500
264
+ },
265
+ {
266
+ "epoch": 11.48,
267
+ "learning_rate": 1.7819255455712454e-05,
268
+ "loss": 1.3767,
269
+ "step": 9000
270
+ },
271
+ {
272
+ "epoch": 11.48,
273
+ "eval_loss": 0.3253381848335266,
274
+ "eval_runtime": 238.3808,
275
+ "eval_samples_per_second": 34.982,
276
+ "eval_steps_per_second": 1.095,
277
+ "eval_wer": 0.42622086761234734,
278
+ "step": 9000
279
+ },
280
+ {
281
+ "epoch": 12.12,
282
+ "learning_rate": 1.7690885750962775e-05,
283
+ "loss": 1.3641,
284
+ "step": 9500
285
+ },
286
+ {
287
+ "epoch": 12.12,
288
+ "eval_loss": 0.32509171962738037,
289
+ "eval_runtime": 234.3424,
290
+ "eval_samples_per_second": 35.585,
291
+ "eval_steps_per_second": 1.114,
292
+ "eval_wer": 0.4178105735958017,
293
+ "step": 9500
294
+ },
295
+ {
296
+ "epoch": 12.76,
297
+ "learning_rate": 1.7562772785622595e-05,
298
+ "loss": 1.355,
299
+ "step": 10000
300
+ },
301
+ {
302
+ "epoch": 12.76,
303
+ "eval_loss": 0.3138255476951599,
304
+ "eval_runtime": 234.3344,
305
+ "eval_samples_per_second": 35.586,
306
+ "eval_steps_per_second": 1.114,
307
+ "eval_wer": 0.4135710520888237,
308
+ "step": 10000
309
+ },
310
+ {
311
+ "epoch": 13.39,
312
+ "learning_rate": 1.7434403080872915e-05,
313
+ "loss": 1.336,
314
+ "step": 10500
315
+ },
316
+ {
317
+ "epoch": 13.39,
318
+ "eval_loss": 0.31212833523750305,
319
+ "eval_runtime": 238.4088,
320
+ "eval_samples_per_second": 34.978,
321
+ "eval_steps_per_second": 1.095,
322
+ "eval_wer": 0.40694823200494995,
323
+ "step": 10500
324
+ },
325
+ {
326
+ "epoch": 14.03,
327
+ "learning_rate": 1.7306033376123236e-05,
328
+ "loss": 1.3292,
329
+ "step": 11000
330
+ },
331
+ {
332
+ "epoch": 14.03,
333
+ "eval_loss": 0.30410972237586975,
334
+ "eval_runtime": 233.9502,
335
+ "eval_samples_per_second": 35.644,
336
+ "eval_steps_per_second": 1.116,
337
+ "eval_wer": 0.4014483122121136,
338
+ "step": 11000
339
+ },
340
+ {
341
+ "epoch": 14.67,
342
+ "learning_rate": 1.7177663671373556e-05,
343
+ "loss": 1.3249,
344
+ "step": 11500
345
+ },
346
+ {
347
+ "epoch": 14.67,
348
+ "eval_loss": 0.3013543486595154,
349
+ "eval_runtime": 234.7846,
350
+ "eval_samples_per_second": 35.518,
351
+ "eval_steps_per_second": 1.112,
352
+ "eval_wer": 0.3931296835254486,
353
+ "step": 11500
354
+ },
355
+ {
356
+ "epoch": 15.31,
357
+ "learning_rate": 1.704929396662388e-05,
358
+ "loss": 1.3156,
359
+ "step": 12000
360
+ },
361
+ {
362
+ "epoch": 15.31,
363
+ "eval_loss": 0.301371306180954,
364
+ "eval_runtime": 237.6831,
365
+ "eval_samples_per_second": 35.085,
366
+ "eval_steps_per_second": 1.098,
367
+ "eval_wer": 0.39294635286568735,
368
+ "step": 12000
369
+ },
370
+ {
371
+ "epoch": 15.94,
372
+ "learning_rate": 1.69209242618742e-05,
373
+ "loss": 1.313,
374
+ "step": 12500
375
+ },
376
+ {
377
+ "epoch": 15.94,
378
+ "eval_loss": 0.29687899351119995,
379
+ "eval_runtime": 234.864,
380
+ "eval_samples_per_second": 35.506,
381
+ "eval_steps_per_second": 1.111,
382
+ "eval_wer": 0.39679629672067285,
383
+ "step": 12500
384
+ },
385
+ {
386
+ "epoch": 16.58,
387
+ "learning_rate": 1.679255455712452e-05,
388
+ "loss": 1.3068,
389
+ "step": 13000
390
+ },
391
+ {
392
+ "epoch": 16.58,
393
+ "eval_loss": 0.2965061664581299,
394
+ "eval_runtime": 239.4104,
395
+ "eval_samples_per_second": 34.831,
396
+ "eval_steps_per_second": 1.09,
397
+ "eval_wer": 0.39663588239338177,
398
+ "step": 13000
399
+ },
400
+ {
401
+ "epoch": 17.22,
402
+ "learning_rate": 1.666444159178434e-05,
403
+ "loss": 1.2785,
404
+ "step": 13500
405
+ },
406
+ {
407
+ "epoch": 17.22,
408
+ "eval_loss": 0.29434436559677124,
409
+ "eval_runtime": 241.1756,
410
+ "eval_samples_per_second": 34.576,
411
+ "eval_steps_per_second": 1.082,
412
+ "eval_wer": 0.38497146916607466,
413
+ "step": 13500
414
+ },
415
+ {
416
+ "epoch": 17.86,
417
+ "learning_rate": 1.653607188703466e-05,
418
+ "loss": 1.2867,
419
+ "step": 14000
420
+ },
421
+ {
422
+ "epoch": 17.86,
423
+ "eval_loss": 0.291163831949234,
424
+ "eval_runtime": 234.1726,
425
+ "eval_samples_per_second": 35.61,
426
+ "eval_steps_per_second": 1.115,
427
+ "eval_wer": 0.37821115108737996,
428
+ "step": 14000
429
+ },
430
+ {
431
+ "epoch": 18.49,
432
+ "learning_rate": 1.640770218228498e-05,
433
+ "loss": 1.2714,
434
+ "step": 14500
435
+ },
436
+ {
437
+ "epoch": 18.49,
438
+ "eval_loss": 0.281938374042511,
439
+ "eval_runtime": 233.7302,
440
+ "eval_samples_per_second": 35.678,
441
+ "eval_steps_per_second": 1.117,
442
+ "eval_wer": 0.3746820358869766,
443
+ "step": 14500
444
+ },
445
+ {
446
+ "epoch": 19.13,
447
+ "learning_rate": 1.6279332477535305e-05,
448
+ "loss": 1.2844,
449
+ "step": 15000
450
+ },
451
+ {
452
+ "epoch": 19.13,
453
+ "eval_loss": 0.28400421142578125,
454
+ "eval_runtime": 234.7428,
455
+ "eval_samples_per_second": 35.524,
456
+ "eval_steps_per_second": 1.112,
457
+ "eval_wer": 0.3740403785778124,
458
+ "step": 15000
459
+ },
460
+ {
461
+ "epoch": 19.77,
462
+ "learning_rate": 1.6150962772785625e-05,
463
+ "loss": 1.2684,
464
+ "step": 15500
465
+ },
466
+ {
467
+ "epoch": 19.77,
468
+ "eval_loss": 0.2913394272327423,
469
+ "eval_runtime": 238.9443,
470
+ "eval_samples_per_second": 34.899,
471
+ "eval_steps_per_second": 1.092,
472
+ "eval_wer": 0.38279441758141025,
473
+ "step": 15500
474
+ },
475
+ {
476
+ "epoch": 20.41,
477
+ "learning_rate": 1.6022849807445445e-05,
478
+ "loss": 1.26,
479
+ "step": 16000
480
+ },
481
+ {
482
+ "epoch": 20.41,
483
+ "eval_loss": 0.27389487624168396,
484
+ "eval_runtime": 235.3865,
485
+ "eval_samples_per_second": 35.427,
486
+ "eval_steps_per_second": 1.109,
487
+ "eval_wer": 0.3674404748264088,
488
+ "step": 16000
489
+ },
490
+ {
491
+ "epoch": 21.05,
492
+ "learning_rate": 1.5894736842105266e-05,
493
+ "loss": 1.2543,
494
+ "step": 16500
495
+ },
496
+ {
497
+ "epoch": 21.05,
498
+ "eval_loss": 0.2739649713039398,
499
+ "eval_runtime": 234.6769,
500
+ "eval_samples_per_second": 35.534,
501
+ "eval_steps_per_second": 1.112,
502
+ "eval_wer": 0.36909045076425967,
503
+ "step": 16500
504
+ },
505
+ {
506
+ "epoch": 21.68,
507
+ "learning_rate": 1.5766367137355586e-05,
508
+ "loss": 1.2532,
509
+ "step": 17000
510
+ },
511
+ {
512
+ "epoch": 21.68,
513
+ "eval_loss": 0.2709480822086334,
514
+ "eval_runtime": 236.2528,
515
+ "eval_samples_per_second": 35.297,
516
+ "eval_steps_per_second": 1.105,
517
+ "eval_wer": 0.37562160551825285,
518
+ "step": 17000
519
+ },
520
+ {
521
+ "epoch": 22.32,
522
+ "learning_rate": 1.5637997432605906e-05,
523
+ "loss": 1.2409,
524
+ "step": 17500
525
+ },
526
+ {
527
+ "epoch": 22.32,
528
+ "eval_loss": 0.266906201839447,
529
+ "eval_runtime": 233.9016,
530
+ "eval_samples_per_second": 35.652,
531
+ "eval_steps_per_second": 1.116,
532
+ "eval_wer": 0.35932809313197517,
533
+ "step": 17500
534
+ },
535
+ {
536
+ "epoch": 22.96,
537
+ "learning_rate": 1.5509627727856227e-05,
538
+ "loss": 1.2404,
539
+ "step": 18000
540
+ },
541
+ {
542
+ "epoch": 22.96,
543
+ "eval_loss": 0.2673003077507019,
544
+ "eval_runtime": 235.0288,
545
+ "eval_samples_per_second": 35.481,
546
+ "eval_steps_per_second": 1.111,
547
+ "eval_wer": 0.35763228452918394,
548
+ "step": 18000
549
+ },
550
+ {
551
+ "epoch": 23.6,
552
+ "learning_rate": 1.538125802310655e-05,
553
+ "loss": 1.2347,
554
+ "step": 18500
555
+ },
556
+ {
557
+ "epoch": 23.6,
558
+ "eval_loss": 0.2678009271621704,
559
+ "eval_runtime": 234.3074,
560
+ "eval_samples_per_second": 35.59,
561
+ "eval_steps_per_second": 1.114,
562
+ "eval_wer": 0.36427802094552786,
563
+ "step": 18500
564
+ },
565
+ {
566
+ "epoch": 24.23,
567
+ "learning_rate": 1.5252888318356869e-05,
568
+ "loss": 1.2351,
569
+ "step": 19000
570
+ },
571
+ {
572
+ "epoch": 24.23,
573
+ "eval_loss": 0.2715151607990265,
574
+ "eval_runtime": 239.5626,
575
+ "eval_samples_per_second": 34.809,
576
+ "eval_steps_per_second": 1.089,
577
+ "eval_wer": 0.36498842725210257,
578
+ "step": 19000
579
+ },
580
+ {
581
+ "epoch": 24.87,
582
+ "learning_rate": 1.512451861360719e-05,
583
+ "loss": 1.2409,
584
+ "step": 19500
585
+ },
586
+ {
587
+ "epoch": 24.87,
588
+ "eval_loss": 0.2636788487434387,
589
+ "eval_runtime": 234.5142,
590
+ "eval_samples_per_second": 35.559,
591
+ "eval_steps_per_second": 1.113,
592
+ "eval_wer": 0.3570822925499003,
593
+ "step": 19500
594
+ },
595
+ {
596
+ "epoch": 25.51,
597
+ "learning_rate": 1.4996148908857511e-05,
598
+ "loss": 1.2152,
599
+ "step": 20000
600
+ },
601
+ {
602
+ "epoch": 25.51,
603
+ "eval_loss": 0.2785368859767914,
604
+ "eval_runtime": 234.4552,
605
+ "eval_samples_per_second": 35.568,
606
+ "eval_steps_per_second": 1.113,
607
+ "eval_wer": 0.36088640373994546,
608
+ "step": 20000
609
+ },
610
+ {
611
+ "epoch": 26.15,
612
+ "learning_rate": 1.4868035943517332e-05,
613
+ "loss": 1.2046,
614
+ "step": 20500
615
+ },
616
+ {
617
+ "epoch": 26.15,
618
+ "eval_loss": 0.2610293924808502,
619
+ "eval_runtime": 233.6859,
620
+ "eval_samples_per_second": 35.685,
621
+ "eval_steps_per_second": 1.117,
622
+ "eval_wer": 0.3508032174530788,
623
+ "step": 20500
624
+ },
625
+ {
626
+ "epoch": 26.79,
627
+ "learning_rate": 1.4739666238767652e-05,
628
+ "loss": 1.2082,
629
+ "step": 21000
630
+ },
631
+ {
632
+ "epoch": 26.79,
633
+ "eval_loss": 0.26189225912094116,
634
+ "eval_runtime": 234.8807,
635
+ "eval_samples_per_second": 35.503,
636
+ "eval_steps_per_second": 1.111,
637
+ "eval_wer": 0.3460595366317575,
638
+ "step": 21000
639
+ },
640
+ {
641
+ "epoch": 27.42,
642
+ "learning_rate": 1.4611296534017974e-05,
643
+ "loss": 1.2109,
644
+ "step": 21500
645
+ },
646
+ {
647
+ "epoch": 27.42,
648
+ "eval_loss": 0.2596839666366577,
649
+ "eval_runtime": 235.2549,
650
+ "eval_samples_per_second": 35.447,
651
+ "eval_steps_per_second": 1.109,
652
+ "eval_wer": 0.3501615601439146,
653
+ "step": 21500
654
+ },
655
+ {
656
+ "epoch": 28.06,
657
+ "learning_rate": 1.4482926829268294e-05,
658
+ "loss": 1.2014,
659
+ "step": 22000
660
+ },
661
+ {
662
+ "epoch": 28.06,
663
+ "eval_loss": 0.2608143091201782,
664
+ "eval_runtime": 234.8521,
665
+ "eval_samples_per_second": 35.507,
666
+ "eval_steps_per_second": 1.111,
667
+ "eval_wer": 0.3468386919357426,
668
+ "step": 22000
669
+ },
670
+ {
671
+ "epoch": 28.7,
672
+ "learning_rate": 1.4354813863928115e-05,
673
+ "loss": 1.1948,
674
+ "step": 22500
675
+ },
676
+ {
677
+ "epoch": 28.7,
678
+ "eval_loss": 0.2573413550853729,
679
+ "eval_runtime": 233.0487,
680
+ "eval_samples_per_second": 35.782,
681
+ "eval_steps_per_second": 1.12,
682
+ "eval_wer": 0.3456699589797649,
683
+ "step": 22500
684
+ },
685
+ {
686
+ "epoch": 29.34,
687
+ "learning_rate": 1.4226444159178435e-05,
688
+ "loss": 1.205,
689
+ "step": 23000
690
+ },
691
+ {
692
+ "epoch": 29.34,
693
+ "eval_loss": 0.2619355320930481,
694
+ "eval_runtime": 236.4546,
695
+ "eval_samples_per_second": 35.267,
696
+ "eval_steps_per_second": 1.104,
697
+ "eval_wer": 0.3463803652863396,
698
+ "step": 23000
699
+ },
700
+ {
701
+ "epoch": 29.97,
702
+ "learning_rate": 1.4098074454428757e-05,
703
+ "loss": 1.2019,
704
+ "step": 23500
705
+ },
706
+ {
707
+ "epoch": 29.97,
708
+ "eval_loss": 0.2558630406856537,
709
+ "eval_runtime": 235.5761,
710
+ "eval_samples_per_second": 35.398,
711
+ "eval_steps_per_second": 1.108,
712
+ "eval_wer": 0.34738868391502625,
713
+ "step": 23500
714
+ },
715
+ {
716
+ "epoch": 30.61,
717
+ "learning_rate": 1.3969704749679077e-05,
718
+ "loss": 1.1917,
719
+ "step": 24000
720
+ },
721
+ {
722
+ "epoch": 30.61,
723
+ "eval_loss": 0.2601245045661926,
724
+ "eval_runtime": 235.3838,
725
+ "eval_samples_per_second": 35.427,
726
+ "eval_steps_per_second": 1.109,
727
+ "eval_wer": 0.34619703462657836,
728
+ "step": 24000
729
+ },
730
+ {
731
+ "epoch": 31.25,
732
+ "learning_rate": 1.3841591784338897e-05,
733
+ "loss": 1.1939,
734
+ "step": 24500
735
+ },
736
+ {
737
+ "epoch": 31.25,
738
+ "eval_loss": 0.2575133740901947,
739
+ "eval_runtime": 235.7288,
740
+ "eval_samples_per_second": 35.375,
741
+ "eval_steps_per_second": 1.107,
742
+ "eval_wer": 0.33874922657377915,
743
+ "step": 24500
744
+ },
745
+ {
746
+ "epoch": 31.89,
747
+ "learning_rate": 1.3713478818998718e-05,
748
+ "loss": 1.1882,
749
+ "step": 25000
750
+ },
751
+ {
752
+ "epoch": 31.89,
753
+ "eval_loss": 0.2534877359867096,
754
+ "eval_runtime": 235.7724,
755
+ "eval_samples_per_second": 35.369,
756
+ "eval_steps_per_second": 1.107,
757
+ "eval_wer": 0.33675550564887596,
758
+ "step": 25000
759
+ },
760
+ {
761
+ "epoch": 32.53,
762
+ "learning_rate": 1.3585109114249038e-05,
763
+ "loss": 1.191,
764
+ "step": 25500
765
+ },
766
+ {
767
+ "epoch": 32.53,
768
+ "eval_loss": 0.24889491498470306,
769
+ "eval_runtime": 236.163,
770
+ "eval_samples_per_second": 35.31,
771
+ "eval_steps_per_second": 1.105,
772
+ "eval_wer": 0.336457593326764,
773
+ "step": 25500
774
+ },
775
+ {
776
+ "epoch": 33.16,
777
+ "learning_rate": 1.345673940949936e-05,
778
+ "loss": 1.1767,
779
+ "step": 26000
780
+ },
781
+ {
782
+ "epoch": 33.16,
783
+ "eval_loss": 0.2501368224620819,
784
+ "eval_runtime": 236.8496,
785
+ "eval_samples_per_second": 35.208,
786
+ "eval_steps_per_second": 1.102,
787
+ "eval_wer": 0.3347159520590325,
788
+ "step": 26000
789
+ },
790
+ {
791
+ "epoch": 33.8,
792
+ "learning_rate": 1.332836970474968e-05,
793
+ "loss": 1.167,
794
+ "step": 26500
795
+ },
796
+ {
797
+ "epoch": 33.8,
798
+ "eval_loss": 0.25037434697151184,
799
+ "eval_runtime": 233.4394,
800
+ "eval_samples_per_second": 35.722,
801
+ "eval_steps_per_second": 1.118,
802
+ "eval_wer": 0.33469303572656234,
803
+ "step": 26500
804
+ },
805
+ {
806
+ "epoch": 34.44,
807
+ "learning_rate": 1.3200000000000002e-05,
808
+ "loss": 1.1678,
809
+ "step": 27000
810
+ },
811
+ {
812
+ "epoch": 34.44,
813
+ "eval_loss": 0.24800854921340942,
814
+ "eval_runtime": 233.3087,
815
+ "eval_samples_per_second": 35.742,
816
+ "eval_steps_per_second": 1.119,
817
+ "eval_wer": 0.33783257327497307,
818
+ "step": 27000
819
+ },
820
+ {
821
+ "epoch": 35.08,
822
+ "learning_rate": 1.3071630295250321e-05,
823
+ "loss": 1.1803,
824
+ "step": 27500
825
+ },
826
+ {
827
+ "epoch": 35.08,
828
+ "eval_loss": 0.24871966242790222,
829
+ "eval_runtime": 235.3613,
830
+ "eval_samples_per_second": 35.431,
831
+ "eval_steps_per_second": 1.109,
832
+ "eval_wer": 0.33448678873433096,
833
+ "step": 27500
834
+ },
835
+ {
836
+ "epoch": 35.71,
837
+ "learning_rate": 1.2943260590500643e-05,
838
+ "loss": 1.167,
839
+ "step": 28000
840
+ },
841
+ {
842
+ "epoch": 35.71,
843
+ "eval_loss": 0.24418053030967712,
844
+ "eval_runtime": 232.8217,
845
+ "eval_samples_per_second": 35.817,
846
+ "eval_steps_per_second": 1.121,
847
+ "eval_wer": 0.3318514105002635,
848
+ "step": 28000
849
+ },
850
+ {
851
+ "epoch": 36.35,
852
+ "learning_rate": 1.2814890885750963e-05,
853
+ "loss": 1.1661,
854
+ "step": 28500
855
+ },
856
+ {
857
+ "epoch": 36.35,
858
+ "eval_loss": 0.24953289330005646,
859
+ "eval_runtime": 237.0041,
860
+ "eval_samples_per_second": 35.185,
861
+ "eval_steps_per_second": 1.101,
862
+ "eval_wer": 0.3333868047757637,
863
+ "step": 28500
864
+ },
865
+ {
866
+ "epoch": 36.99,
867
+ "learning_rate": 1.2686521181001285e-05,
868
+ "loss": 1.164,
869
+ "step": 29000
870
+ },
871
+ {
872
+ "epoch": 36.99,
873
+ "eval_loss": 0.24715770781040192,
874
+ "eval_runtime": 233.2505,
875
+ "eval_samples_per_second": 35.751,
876
+ "eval_steps_per_second": 1.119,
877
+ "eval_wer": 0.32923894859866626,
878
+ "step": 29000
879
+ },
880
+ {
881
+ "epoch": 37.63,
882
+ "learning_rate": 1.2558151476251605e-05,
883
+ "loss": 1.1578,
884
+ "step": 29500
885
+ },
886
+ {
887
+ "epoch": 37.63,
888
+ "eval_loss": 0.24420544505119324,
889
+ "eval_runtime": 239.1685,
890
+ "eval_samples_per_second": 34.867,
891
+ "eval_steps_per_second": 1.091,
892
+ "eval_wer": 0.3242431881201732,
893
+ "step": 29500
894
+ },
895
+ {
896
+ "epoch": 38.27,
897
+ "learning_rate": 1.2430038510911426e-05,
898
+ "loss": 1.1584,
899
+ "step": 30000
900
+ },
901
+ {
902
+ "epoch": 38.27,
903
+ "eval_loss": 0.243063285946846,
904
+ "eval_runtime": 235.3653,
905
+ "eval_samples_per_second": 35.43,
906
+ "eval_steps_per_second": 1.109,
907
+ "eval_wer": 0.3314389165158008,
908
+ "step": 30000
909
+ },
910
+ {
911
+ "epoch": 38.9,
912
+ "learning_rate": 1.2301668806161746e-05,
913
+ "loss": 1.1526,
914
+ "step": 30500
915
+ },
916
+ {
917
+ "epoch": 38.9,
918
+ "eval_loss": 0.2440960705280304,
919
+ "eval_runtime": 238.3272,
920
+ "eval_samples_per_second": 34.99,
921
+ "eval_steps_per_second": 1.095,
922
+ "eval_wer": 0.3347159520590325,
923
+ "step": 30500
924
+ },
925
+ {
926
+ "epoch": 39.54,
927
+ "learning_rate": 1.2173299101412068e-05,
928
+ "loss": 1.1542,
929
+ "step": 31000
930
+ },
931
+ {
932
+ "epoch": 39.54,
933
+ "eval_loss": 0.2436649352312088,
934
+ "eval_runtime": 236.1705,
935
+ "eval_samples_per_second": 35.309,
936
+ "eval_steps_per_second": 1.105,
937
+ "eval_wer": 0.3330430597887114,
938
+ "step": 31000
939
+ },
940
+ {
941
+ "epoch": 40.18,
942
+ "learning_rate": 1.2044929396662388e-05,
943
+ "loss": 1.1508,
944
+ "step": 31500
945
+ },
946
+ {
947
+ "epoch": 40.18,
948
+ "eval_loss": 0.24334189295768738,
949
+ "eval_runtime": 234.2613,
950
+ "eval_samples_per_second": 35.597,
951
+ "eval_steps_per_second": 1.114,
952
+ "eval_wer": 0.3294222792584275,
953
+ "step": 31500
954
+ },
955
+ {
956
+ "epoch": 40.82,
957
+ "learning_rate": 1.191655969191271e-05,
958
+ "loss": 1.1406,
959
+ "step": 32000
960
+ },
961
+ {
962
+ "epoch": 40.82,
963
+ "eval_loss": 0.24340486526489258,
964
+ "eval_runtime": 233.0368,
965
+ "eval_samples_per_second": 35.784,
966
+ "eval_steps_per_second": 1.12,
967
+ "eval_wer": 0.3270618970140019,
968
+ "step": 32000
969
+ },
970
+ {
971
+ "epoch": 41.45,
972
+ "learning_rate": 1.178870346598203e-05,
973
+ "loss": 1.1514,
974
+ "step": 32500
975
+ },
976
+ {
977
+ "epoch": 41.45,
978
+ "eval_loss": 0.24264076352119446,
979
+ "eval_runtime": 238.874,
980
+ "eval_samples_per_second": 34.91,
981
+ "eval_steps_per_second": 1.093,
982
+ "eval_wer": 0.32552650273850176,
983
+ "step": 32500
984
+ },
985
+ {
986
+ "epoch": 42.09,
987
+ "learning_rate": 1.166033376123235e-05,
988
+ "loss": 1.1418,
989
+ "step": 33000
990
+ },
991
+ {
992
+ "epoch": 42.09,
993
+ "eval_loss": 0.2431638389825821,
994
+ "eval_runtime": 238.255,
995
+ "eval_samples_per_second": 35.0,
996
+ "eval_steps_per_second": 1.095,
997
+ "eval_wer": 0.3232807021564269,
998
+ "step": 33000
999
+ },
1000
+ {
1001
+ "epoch": 42.73,
1002
+ "learning_rate": 1.1531964056482671e-05,
1003
+ "loss": 1.1365,
1004
+ "step": 33500
1005
+ },
1006
+ {
1007
+ "epoch": 42.73,
1008
+ "eval_loss": 0.2436181753873825,
1009
+ "eval_runtime": 234.1309,
1010
+ "eval_samples_per_second": 35.617,
1011
+ "eval_steps_per_second": 1.115,
1012
+ "eval_wer": 0.32399110846300155,
1013
+ "step": 33500
1014
+ },
1015
+ {
1016
+ "epoch": 43.37,
1017
+ "learning_rate": 1.1403594351732992e-05,
1018
+ "loss": 1.1348,
1019
+ "step": 34000
1020
+ },
1021
+ {
1022
+ "epoch": 43.37,
1023
+ "eval_loss": 0.2482648491859436,
1024
+ "eval_runtime": 238.6079,
1025
+ "eval_samples_per_second": 34.949,
1026
+ "eval_steps_per_second": 1.094,
1027
+ "eval_wer": 0.3257327497307331,
1028
+ "step": 34000
1029
+ },
1030
+ {
1031
+ "epoch": 44.01,
1032
+ "learning_rate": 1.1275224646983314e-05,
1033
+ "loss": 1.1301,
1034
+ "step": 34500
1035
+ },
1036
+ {
1037
+ "epoch": 44.01,
1038
+ "eval_loss": 0.24202857911586761,
1039
+ "eval_runtime": 232.8764,
1040
+ "eval_samples_per_second": 35.809,
1041
+ "eval_steps_per_second": 1.121,
1042
+ "eval_wer": 0.3271077296789422,
1043
+ "step": 34500
1044
+ },
1045
+ {
1046
+ "epoch": 44.64,
1047
+ "learning_rate": 1.1146854942233634e-05,
1048
+ "loss": 1.1268,
1049
+ "step": 35000
1050
+ },
1051
+ {
1052
+ "epoch": 44.64,
1053
+ "eval_loss": 0.24715635180473328,
1054
+ "eval_runtime": 233.1436,
1055
+ "eval_samples_per_second": 35.768,
1056
+ "eval_steps_per_second": 1.119,
1057
+ "eval_wer": 0.3224786305199716,
1058
+ "step": 35000
1059
+ },
1060
+ {
1061
+ "epoch": 45.28,
1062
+ "learning_rate": 1.1018485237483956e-05,
1063
+ "loss": 1.1224,
1064
+ "step": 35500
1065
+ },
1066
+ {
1067
+ "epoch": 45.28,
1068
+ "eval_loss": 0.2381853461265564,
1069
+ "eval_runtime": 238.9288,
1070
+ "eval_samples_per_second": 34.902,
1071
+ "eval_steps_per_second": 1.092,
1072
+ "eval_wer": 0.3204849095950684,
1073
+ "step": 35500
1074
+ },
1075
+ {
1076
+ "epoch": 45.92,
1077
+ "learning_rate": 1.0890115532734276e-05,
1078
+ "loss": 1.1224,
1079
+ "step": 36000
1080
+ },
1081
+ {
1082
+ "epoch": 45.92,
1083
+ "eval_loss": 0.23876558244228363,
1084
+ "eval_runtime": 243.8522,
1085
+ "eval_samples_per_second": 34.197,
1086
+ "eval_steps_per_second": 1.07,
1087
+ "eval_wer": 0.3184224396727548,
1088
+ "step": 36000
1089
+ },
1090
+ {
1091
+ "epoch": 46.56,
1092
+ "learning_rate": 1.0762002567394097e-05,
1093
+ "loss": 1.1198,
1094
+ "step": 36500
1095
+ },
1096
+ {
1097
+ "epoch": 46.56,
1098
+ "eval_loss": 0.23819147050380707,
1099
+ "eval_runtime": 238.5089,
1100
+ "eval_samples_per_second": 34.963,
1101
+ "eval_steps_per_second": 1.094,
1102
+ "eval_wer": 0.32016408094048626,
1103
+ "step": 36500
1104
+ },
1105
+ {
1106
+ "epoch": 47.19,
1107
+ "learning_rate": 1.0633632862644417e-05,
1108
+ "loss": 1.1274,
1109
+ "step": 37000
1110
+ },
1111
+ {
1112
+ "epoch": 47.19,
1113
+ "eval_loss": 0.24040183424949646,
1114
+ "eval_runtime": 237.5269,
1115
+ "eval_samples_per_second": 35.108,
1116
+ "eval_steps_per_second": 1.099,
1117
+ "eval_wer": 0.31720787405183676,
1118
+ "step": 37000
1119
+ },
1120
+ {
1121
+ "epoch": 47.83,
1122
+ "learning_rate": 1.0505263157894739e-05,
1123
+ "loss": 1.1147,
1124
+ "step": 37500
1125
+ },
1126
+ {
1127
+ "epoch": 47.83,
1128
+ "eval_loss": 0.23944656550884247,
1129
+ "eval_runtime": 235.5135,
1130
+ "eval_samples_per_second": 35.408,
1131
+ "eval_steps_per_second": 1.108,
1132
+ "eval_wer": 0.3164287187478516,
1133
+ "step": 37500
1134
+ },
1135
+ {
1136
+ "epoch": 48.47,
1137
+ "learning_rate": 1.0377150192554558e-05,
1138
+ "loss": 1.121,
1139
+ "step": 38000
1140
+ },
1141
+ {
1142
+ "epoch": 48.47,
1143
+ "eval_loss": 0.2405969202518463,
1144
+ "eval_runtime": 233.9426,
1145
+ "eval_samples_per_second": 35.645,
1146
+ "eval_steps_per_second": 1.116,
1147
+ "eval_wer": 0.3202099136054266,
1148
+ "step": 38000
1149
+ },
1150
+ {
1151
+ "epoch": 49.11,
1152
+ "learning_rate": 1.024878048780488e-05,
1153
+ "loss": 1.1109,
1154
+ "step": 38500
1155
+ },
1156
+ {
1157
+ "epoch": 49.11,
1158
+ "eval_loss": 0.23839789628982544,
1159
+ "eval_runtime": 240.6944,
1160
+ "eval_samples_per_second": 34.646,
1161
+ "eval_steps_per_second": 1.084,
1162
+ "eval_wer": 0.31537456745422465,
1163
+ "step": 38500
1164
+ },
1165
+ {
1166
+ "epoch": 49.74,
1167
+ "learning_rate": 1.0120410783055198e-05,
1168
+ "loss": 1.1164,
1169
+ "step": 39000
1170
+ },
1171
+ {
1172
+ "epoch": 49.74,
1173
+ "eval_loss": 0.2374895066022873,
1174
+ "eval_runtime": 237.3857,
1175
+ "eval_samples_per_second": 35.128,
1176
+ "eval_steps_per_second": 1.099,
1177
+ "eval_wer": 0.31686412906478445,
1178
+ "step": 39000
1179
+ },
1180
+ {
1181
+ "epoch": 50.38,
1182
+ "learning_rate": 9.992041078305522e-06,
1183
+ "loss": 1.1105,
1184
+ "step": 39500
1185
+ },
1186
+ {
1187
+ "epoch": 50.38,
1188
+ "eval_loss": 0.23865096271038055,
1189
+ "eval_runtime": 232.9433,
1190
+ "eval_samples_per_second": 35.798,
1191
+ "eval_steps_per_second": 1.12,
1192
+ "eval_wer": 0.31729953938171734,
1193
+ "step": 39500
1194
+ },
1195
+ {
1196
+ "epoch": 51.02,
1197
+ "learning_rate": 9.86392811296534e-06,
1198
+ "loss": 1.1054,
1199
+ "step": 40000
1200
+ },
1201
+ {
1202
+ "epoch": 51.02,
1203
+ "eval_loss": 0.23617714643478394,
1204
+ "eval_runtime": 233.5533,
1205
+ "eval_samples_per_second": 35.705,
1206
+ "eval_steps_per_second": 1.118,
1207
+ "eval_wer": 0.31200586658111235,
1208
+ "step": 40000
1209
+ },
1210
+ {
1211
+ "epoch": 51.66,
1212
+ "learning_rate": 9.735558408215663e-06,
1213
+ "loss": 1.0893,
1214
+ "step": 40500
1215
+ },
1216
+ {
1217
+ "epoch": 51.66,
1218
+ "eval_loss": 0.23990453779697418,
1219
+ "eval_runtime": 234.1326,
1220
+ "eval_samples_per_second": 35.617,
1221
+ "eval_steps_per_second": 1.115,
1222
+ "eval_wer": 0.31299126887732887,
1223
+ "step": 40500
1224
+ },
1225
+ {
1226
+ "epoch": 52.3,
1227
+ "learning_rate": 9.607188703465983e-06,
1228
+ "loss": 1.0913,
1229
+ "step": 41000
1230
+ },
1231
+ {
1232
+ "epoch": 52.3,
1233
+ "eval_loss": 0.2356649786233902,
1234
+ "eval_runtime": 238.2462,
1235
+ "eval_samples_per_second": 35.002,
1236
+ "eval_steps_per_second": 1.096,
1237
+ "eval_wer": 0.3087517473703508,
1238
+ "step": 41000
1239
+ },
1240
+ {
1241
+ "epoch": 52.93,
1242
+ "learning_rate": 9.478818998716303e-06,
1243
+ "loss": 1.1017,
1244
+ "step": 41500
1245
+ },
1246
+ {
1247
+ "epoch": 52.93,
1248
+ "eval_loss": 0.23450981080532074,
1249
+ "eval_runtime": 233.807,
1250
+ "eval_samples_per_second": 35.666,
1251
+ "eval_steps_per_second": 1.116,
1252
+ "eval_wer": 0.3083621697183583,
1253
+ "step": 41500
1254
+ },
1255
+ {
1256
+ "epoch": 53.57,
1257
+ "learning_rate": 9.350449293966625e-06,
1258
+ "loss": 1.0937,
1259
+ "step": 42000
1260
+ },
1261
+ {
1262
+ "epoch": 53.57,
1263
+ "eval_loss": 0.23296880722045898,
1264
+ "eval_runtime": 238.7521,
1265
+ "eval_samples_per_second": 34.927,
1266
+ "eval_steps_per_second": 1.093,
1267
+ "eval_wer": 0.31395375484107524,
1268
+ "step": 42000
1269
+ },
1270
+ {
1271
+ "epoch": 54.21,
1272
+ "learning_rate": 9.222079589216945e-06,
1273
+ "loss": 1.0945,
1274
+ "step": 42500
1275
+ },
1276
+ {
1277
+ "epoch": 54.21,
1278
+ "eval_loss": 0.23989614844322205,
1279
+ "eval_runtime": 233.2848,
1280
+ "eval_samples_per_second": 35.746,
1281
+ "eval_steps_per_second": 1.119,
1282
+ "eval_wer": 0.3106767192978436,
1283
+ "step": 42500
1284
+ },
1285
+ {
1286
+ "epoch": 54.85,
1287
+ "learning_rate": 9.093966623876766e-06,
1288
+ "loss": 1.0933,
1289
+ "step": 43000
1290
+ },
1291
+ {
1292
+ "epoch": 54.85,
1293
+ "eval_loss": 0.23831374943256378,
1294
+ "eval_runtime": 234.0959,
1295
+ "eval_samples_per_second": 35.622,
1296
+ "eval_steps_per_second": 1.115,
1297
+ "eval_wer": 0.31338084652932147,
1298
+ "step": 43000
1299
+ },
1300
+ {
1301
+ "epoch": 55.48,
1302
+ "learning_rate": 8.965596919127086e-06,
1303
+ "loss": 1.0912,
1304
+ "step": 43500
1305
+ },
1306
+ {
1307
+ "epoch": 55.48,
1308
+ "eval_loss": 0.2371690571308136,
1309
+ "eval_runtime": 234.0624,
1310
+ "eval_samples_per_second": 35.627,
1311
+ "eval_steps_per_second": 1.115,
1312
+ "eval_wer": 0.30769759607672387,
1313
+ "step": 43500
1314
+ },
1315
+ {
1316
+ "epoch": 56.12,
1317
+ "learning_rate": 8.837227214377408e-06,
1318
+ "loss": 1.0898,
1319
+ "step": 44000
1320
+ },
1321
+ {
1322
+ "epoch": 56.12,
1323
+ "eval_loss": 0.23387998342514038,
1324
+ "eval_runtime": 233.2957,
1325
+ "eval_samples_per_second": 35.744,
1326
+ "eval_steps_per_second": 1.119,
1327
+ "eval_wer": 0.30829342072094784,
1328
+ "step": 44000
1329
+ },
1330
+ {
1331
+ "epoch": 56.76,
1332
+ "learning_rate": 8.708857509627728e-06,
1333
+ "loss": 1.0903,
1334
+ "step": 44500
1335
+ },
1336
+ {
1337
+ "epoch": 56.76,
1338
+ "eval_loss": 0.23673543334007263,
1339
+ "eval_runtime": 236.1402,
1340
+ "eval_samples_per_second": 35.314,
1341
+ "eval_steps_per_second": 1.105,
1342
+ "eval_wer": 0.3065288631207462,
1343
+ "step": 44500
1344
+ },
1345
+ {
1346
+ "epoch": 57.4,
1347
+ "learning_rate": 8.58048780487805e-06,
1348
+ "loss": 1.0947,
1349
+ "step": 45000
1350
+ },
1351
+ {
1352
+ "epoch": 57.4,
1353
+ "eval_loss": 0.23515641689300537,
1354
+ "eval_runtime": 235.6322,
1355
+ "eval_samples_per_second": 35.39,
1356
+ "eval_steps_per_second": 1.108,
1357
+ "eval_wer": 0.31035589064326147,
1358
+ "step": 45000
1359
+ },
1360
+ {
1361
+ "epoch": 58.04,
1362
+ "learning_rate": 8.45211810012837e-06,
1363
+ "loss": 1.0751,
1364
+ "step": 45500
1365
+ },
1366
+ {
1367
+ "epoch": 58.04,
1368
+ "eval_loss": 0.23344124853610992,
1369
+ "eval_runtime": 236.1866,
1370
+ "eval_samples_per_second": 35.307,
1371
+ "eval_steps_per_second": 1.105,
1372
+ "eval_wer": 0.3084309187157687,
1373
+ "step": 45500
1374
+ },
1375
+ {
1376
+ "epoch": 58.67,
1377
+ "learning_rate": 8.32374839537869e-06,
1378
+ "loss": 1.09,
1379
+ "step": 46000
1380
+ },
1381
+ {
1382
+ "epoch": 58.67,
1383
+ "eval_loss": 0.2327876091003418,
1384
+ "eval_runtime": 233.0944,
1385
+ "eval_samples_per_second": 35.775,
1386
+ "eval_steps_per_second": 1.12,
1387
+ "eval_wer": 0.3100350619886793,
1388
+ "step": 46000
1389
+ },
1390
+ {
1391
+ "epoch": 59.31,
1392
+ "learning_rate": 8.195378690629013e-06,
1393
+ "loss": 1.0876,
1394
+ "step": 46500
1395
+ },
1396
+ {
1397
+ "epoch": 59.31,
1398
+ "eval_loss": 0.22762973606586456,
1399
+ "eval_runtime": 232.6706,
1400
+ "eval_samples_per_second": 35.84,
1401
+ "eval_steps_per_second": 1.122,
1402
+ "eval_wer": 0.3049705525127758,
1403
+ "step": 46500
1404
+ },
1405
+ {
1406
+ "epoch": 59.95,
1407
+ "learning_rate": 8.067008985879333e-06,
1408
+ "loss": 1.076,
1409
+ "step": 47000
1410
+ },
1411
+ {
1412
+ "epoch": 59.95,
1413
+ "eval_loss": 0.23087561130523682,
1414
+ "eval_runtime": 233.5675,
1415
+ "eval_samples_per_second": 35.703,
1416
+ "eval_steps_per_second": 1.117,
1417
+ "eval_wer": 0.304695556523134,
1418
+ "step": 47000
1419
+ },
1420
+ {
1421
+ "epoch": 60.59,
1422
+ "learning_rate": 7.938896020539153e-06,
1423
+ "loss": 1.086,
1424
+ "step": 47500
1425
+ },
1426
+ {
1427
+ "epoch": 60.59,
1428
+ "eval_loss": 0.229255810379982,
1429
+ "eval_runtime": 234.5783,
1430
+ "eval_samples_per_second": 35.549,
1431
+ "eval_steps_per_second": 1.113,
1432
+ "eval_wer": 0.304695556523134,
1433
+ "step": 47500
1434
+ },
1435
+ {
1436
+ "epoch": 61.22,
1437
+ "learning_rate": 7.810526315789474e-06,
1438
+ "loss": 1.082,
1439
+ "step": 48000
1440
+ },
1441
+ {
1442
+ "epoch": 61.22,
1443
+ "eval_loss": 0.232817605137825,
1444
+ "eval_runtime": 239.1878,
1445
+ "eval_samples_per_second": 34.864,
1446
+ "eval_steps_per_second": 1.091,
1447
+ "eval_wer": 0.3027476682631712,
1448
+ "step": 48000
1449
+ },
1450
+ {
1451
+ "epoch": 61.86,
1452
+ "learning_rate": 7.682413350449294e-06,
1453
+ "loss": 1.0714,
1454
+ "step": 48500
1455
+ },
1456
+ {
1457
+ "epoch": 61.86,
1458
+ "eval_loss": 0.22896084189414978,
1459
+ "eval_runtime": 234.6636,
1460
+ "eval_samples_per_second": 35.536,
1461
+ "eval_steps_per_second": 1.112,
1462
+ "eval_wer": 0.3019914292916562,
1463
+ "step": 48500
1464
+ },
1465
+ {
1466
+ "epoch": 62.5,
1467
+ "learning_rate": 7.554043645699616e-06,
1468
+ "loss": 1.0746,
1469
+ "step": 49000
1470
+ },
1471
+ {
1472
+ "epoch": 62.5,
1473
+ "eval_loss": 0.2313106656074524,
1474
+ "eval_runtime": 234.936,
1475
+ "eval_samples_per_second": 35.495,
1476
+ "eval_steps_per_second": 1.111,
1477
+ "eval_wer": 0.30586428947911176,
1478
+ "step": 49000
1479
+ },
1480
+ {
1481
+ "epoch": 63.14,
1482
+ "learning_rate": 7.425673940949937e-06,
1483
+ "loss": 1.076,
1484
+ "step": 49500
1485
+ },
1486
+ {
1487
+ "epoch": 63.14,
1488
+ "eval_loss": 0.23419487476348877,
1489
+ "eval_runtime": 235.1421,
1490
+ "eval_samples_per_second": 35.464,
1491
+ "eval_steps_per_second": 1.11,
1492
+ "eval_wer": 0.3050393015101863,
1493
+ "step": 49500
1494
+ },
1495
+ {
1496
+ "epoch": 63.78,
1497
+ "learning_rate": 7.297304236200257e-06,
1498
+ "loss": 1.0648,
1499
+ "step": 50000
1500
+ },
1501
+ {
1502
+ "epoch": 63.78,
1503
+ "eval_loss": 0.22855186462402344,
1504
+ "eval_runtime": 233.6212,
1505
+ "eval_samples_per_second": 35.695,
1506
+ "eval_steps_per_second": 1.117,
1507
+ "eval_wer": 0.30247267227352936,
1508
+ "step": 50000
1509
+ },
1510
+ {
1511
+ "epoch": 64.41,
1512
+ "learning_rate": 7.169191270860078e-06,
1513
+ "loss": 1.0586,
1514
+ "step": 50500
1515
+ },
1516
+ {
1517
+ "epoch": 64.41,
1518
+ "eval_loss": 0.23375432193279266,
1519
+ "eval_runtime": 233.8132,
1520
+ "eval_samples_per_second": 35.665,
1521
+ "eval_steps_per_second": 1.116,
1522
+ "eval_wer": 0.30435181153608176,
1523
+ "step": 50500
1524
+ },
1525
+ {
1526
+ "epoch": 65.05,
1527
+ "learning_rate": 7.040821566110398e-06,
1528
+ "loss": 1.0753,
1529
+ "step": 51000
1530
+ },
1531
+ {
1532
+ "epoch": 65.05,
1533
+ "eval_loss": 0.23079071938991547,
1534
+ "eval_runtime": 238.4184,
1535
+ "eval_samples_per_second": 34.976,
1536
+ "eval_steps_per_second": 1.095,
1537
+ "eval_wer": 0.30446639319843255,
1538
+ "step": 51000
1539
+ },
1540
+ {
1541
+ "epoch": 65.69,
1542
+ "learning_rate": 6.912451861360719e-06,
1543
+ "loss": 1.0664,
1544
+ "step": 51500
1545
+ },
1546
+ {
1547
+ "epoch": 65.69,
1548
+ "eval_loss": 0.22733470797538757,
1549
+ "eval_runtime": 233.5628,
1550
+ "eval_samples_per_second": 35.703,
1551
+ "eval_steps_per_second": 1.117,
1552
+ "eval_wer": 0.3009372779980292,
1553
+ "step": 51500
1554
+ },
1555
+ {
1556
+ "epoch": 66.33,
1557
+ "learning_rate": 6.78408215661104e-06,
1558
+ "loss": 1.0739,
1559
+ "step": 52000
1560
+ },
1561
+ {
1562
+ "epoch": 66.33,
1563
+ "eval_loss": 0.2298172414302826,
1564
+ "eval_runtime": 234.5885,
1565
+ "eval_samples_per_second": 35.547,
1566
+ "eval_steps_per_second": 1.113,
1567
+ "eval_wer": 0.30272475193070103,
1568
+ "step": 52000
1569
+ },
1570
+ {
1571
+ "epoch": 66.96,
1572
+ "learning_rate": 6.655712451861361e-06,
1573
+ "loss": 1.0695,
1574
+ "step": 52500
1575
+ },
1576
+ {
1577
+ "epoch": 66.96,
1578
+ "eval_loss": 0.2247009128332138,
1579
+ "eval_runtime": 234.2623,
1580
+ "eval_samples_per_second": 35.597,
1581
+ "eval_steps_per_second": 1.114,
1582
+ "eval_wer": 0.29958521438229024,
1583
+ "step": 52500
1584
+ },
1585
+ {
1586
+ "epoch": 67.6,
1587
+ "learning_rate": 6.5273427471116825e-06,
1588
+ "loss": 1.06,
1589
+ "step": 53000
1590
+ },
1591
+ {
1592
+ "epoch": 67.6,
1593
+ "eval_loss": 0.22762586176395416,
1594
+ "eval_runtime": 238.2043,
1595
+ "eval_samples_per_second": 35.008,
1596
+ "eval_steps_per_second": 1.096,
1597
+ "eval_wer": 0.30148726997731284,
1598
+ "step": 53000
1599
+ },
1600
+ {
1601
+ "epoch": 68.24,
1602
+ "learning_rate": 6.399229781771502e-06,
1603
+ "loss": 1.0742,
1604
+ "step": 53500
1605
+ },
1606
+ {
1607
+ "epoch": 68.24,
1608
+ "eval_loss": 0.22798208892345428,
1609
+ "eval_runtime": 234.5841,
1610
+ "eval_samples_per_second": 35.548,
1611
+ "eval_steps_per_second": 1.113,
1612
+ "eval_wer": 0.2974081627976259,
1613
+ "step": 53500
1614
+ },
1615
+ {
1616
+ "epoch": 68.88,
1617
+ "learning_rate": 6.270860077021823e-06,
1618
+ "loss": 1.0618,
1619
+ "step": 54000
1620
+ },
1621
+ {
1622
+ "epoch": 68.88,
1623
+ "eval_loss": 0.2291172742843628,
1624
+ "eval_runtime": 233.7512,
1625
+ "eval_samples_per_second": 35.675,
1626
+ "eval_steps_per_second": 1.117,
1627
+ "eval_wer": 0.2988518917432454,
1628
+ "step": 54000
1629
+ },
1630
+ {
1631
+ "epoch": 69.52,
1632
+ "learning_rate": 6.142490372272144e-06,
1633
+ "loss": 1.062,
1634
+ "step": 54500
1635
+ },
1636
+ {
1637
+ "epoch": 69.52,
1638
+ "eval_loss": 0.23021718859672546,
1639
+ "eval_runtime": 236.2703,
1640
+ "eval_samples_per_second": 35.294,
1641
+ "eval_steps_per_second": 1.105,
1642
+ "eval_wer": 0.2970873341430437,
1643
+ "step": 54500
1644
+ },
1645
+ {
1646
+ "epoch": 70.15,
1647
+ "learning_rate": 6.0141206675224654e-06,
1648
+ "loss": 1.0572,
1649
+ "step": 55000
1650
+ },
1651
+ {
1652
+ "epoch": 70.15,
1653
+ "eval_loss": 0.22801047563552856,
1654
+ "eval_runtime": 232.8765,
1655
+ "eval_samples_per_second": 35.809,
1656
+ "eval_steps_per_second": 1.121,
1657
+ "eval_wer": 0.2989893897380663,
1658
+ "step": 55000
1659
+ },
1660
+ {
1661
+ "epoch": 70.79,
1662
+ "learning_rate": 5.885750962772786e-06,
1663
+ "loss": 1.055,
1664
+ "step": 55500
1665
+ },
1666
+ {
1667
+ "epoch": 70.79,
1668
+ "eval_loss": 0.22775860130786896,
1669
+ "eval_runtime": 234.9515,
1670
+ "eval_samples_per_second": 35.492,
1671
+ "eval_steps_per_second": 1.111,
1672
+ "eval_wer": 0.29834773242890206,
1673
+ "step": 55500
1674
+ },
1675
+ {
1676
+ "epoch": 71.43,
1677
+ "learning_rate": 5.757381258023107e-06,
1678
+ "loss": 1.0553,
1679
+ "step": 56000
1680
+ },
1681
+ {
1682
+ "epoch": 71.43,
1683
+ "eval_loss": 0.22817462682724,
1684
+ "eval_runtime": 233.8475,
1685
+ "eval_samples_per_second": 35.66,
1686
+ "eval_steps_per_second": 1.116,
1687
+ "eval_wer": 0.29905813873547676,
1688
+ "step": 56000
1689
+ },
1690
+ {
1691
+ "epoch": 72.07,
1692
+ "learning_rate": 5.629011553273428e-06,
1693
+ "loss": 1.0509,
1694
+ "step": 56500
1695
+ },
1696
+ {
1697
+ "epoch": 72.07,
1698
+ "eval_loss": 0.2261197566986084,
1699
+ "eval_runtime": 235.4495,
1700
+ "eval_samples_per_second": 35.417,
1701
+ "eval_steps_per_second": 1.109,
1702
+ "eval_wer": 0.29591860118706603,
1703
+ "step": 56500
1704
+ },
1705
+ {
1706
+ "epoch": 72.7,
1707
+ "learning_rate": 5.500641848523749e-06,
1708
+ "loss": 1.0469,
1709
+ "step": 57000
1710
+ },
1711
+ {
1712
+ "epoch": 72.7,
1713
+ "eval_loss": 0.22159287333488464,
1714
+ "eval_runtime": 233.6081,
1715
+ "eval_samples_per_second": 35.697,
1716
+ "eval_steps_per_second": 1.117,
1717
+ "eval_wer": 0.29188532667231937,
1718
+ "step": 57000
1719
+ },
1720
+ {
1721
+ "epoch": 73.34,
1722
+ "learning_rate": 5.37227214377407e-06,
1723
+ "loss": 1.0476,
1724
+ "step": 57500
1725
+ },
1726
+ {
1727
+ "epoch": 73.34,
1728
+ "eval_loss": 0.22673606872558594,
1729
+ "eval_runtime": 233.9171,
1730
+ "eval_samples_per_second": 35.649,
1731
+ "eval_steps_per_second": 1.116,
1732
+ "eval_wer": 0.2988518917432454,
1733
+ "step": 57500
1734
+ },
1735
+ {
1736
+ "epoch": 73.98,
1737
+ "learning_rate": 5.24415917843389e-06,
1738
+ "loss": 1.0494,
1739
+ "step": 58000
1740
+ },
1741
+ {
1742
+ "epoch": 73.98,
1743
+ "eval_loss": 0.22603431344032288,
1744
+ "eval_runtime": 234.549,
1745
+ "eval_samples_per_second": 35.553,
1746
+ "eval_steps_per_second": 1.113,
1747
+ "eval_wer": 0.2960102665169466,
1748
+ "step": 58000
1749
+ },
1750
+ {
1751
+ "epoch": 74.62,
1752
+ "learning_rate": 5.115789473684211e-06,
1753
+ "loss": 1.0517,
1754
+ "step": 58500
1755
+ },
1756
+ {
1757
+ "epoch": 74.62,
1758
+ "eval_loss": 0.2297457605600357,
1759
+ "eval_runtime": 234.3971,
1760
+ "eval_samples_per_second": 35.576,
1761
+ "eval_steps_per_second": 1.113,
1762
+ "eval_wer": 0.29894355707312603,
1763
+ "step": 58500
1764
+ },
1765
+ {
1766
+ "epoch": 75.26,
1767
+ "learning_rate": 4.987419768934532e-06,
1768
+ "loss": 1.0458,
1769
+ "step": 59000
1770
+ },
1771
+ {
1772
+ "epoch": 75.26,
1773
+ "eval_loss": 0.2246260643005371,
1774
+ "eval_runtime": 233.0094,
1775
+ "eval_samples_per_second": 35.788,
1776
+ "eval_steps_per_second": 1.12,
1777
+ "eval_wer": 0.2923436533217224,
1778
+ "step": 59000
1779
+ },
1780
+ {
1781
+ "epoch": 75.89,
1782
+ "learning_rate": 4.859306803594352e-06,
1783
+ "loss": 1.0382,
1784
+ "step": 59500
1785
+ },
1786
+ {
1787
+ "epoch": 75.89,
1788
+ "eval_loss": 0.22546544671058655,
1789
+ "eval_runtime": 233.7397,
1790
+ "eval_samples_per_second": 35.676,
1791
+ "eval_steps_per_second": 1.117,
1792
+ "eval_wer": 0.2921603226619612,
1793
+ "step": 59500
1794
+ },
1795
+ {
1796
+ "epoch": 76.53,
1797
+ "learning_rate": 4.730937098844673e-06,
1798
+ "loss": 1.0462,
1799
+ "step": 60000
1800
+ },
1801
+ {
1802
+ "epoch": 76.53,
1803
+ "eval_loss": 0.22583839297294617,
1804
+ "eval_runtime": 233.483,
1805
+ "eval_samples_per_second": 35.716,
1806
+ "eval_steps_per_second": 1.118,
1807
+ "eval_wer": 0.29539152554025255,
1808
+ "step": 60000
1809
+ },
1810
+ {
1811
+ "epoch": 77.17,
1812
+ "learning_rate": 4.602567394094994e-06,
1813
+ "loss": 1.0375,
1814
+ "step": 60500
1815
+ },
1816
+ {
1817
+ "epoch": 77.17,
1818
+ "eval_loss": 0.22505535185337067,
1819
+ "eval_runtime": 239.1762,
1820
+ "eval_samples_per_second": 34.866,
1821
+ "eval_steps_per_second": 1.091,
1822
+ "eval_wer": 0.2928707289685359,
1823
+ "step": 60500
1824
+ },
1825
+ {
1826
+ "epoch": 77.81,
1827
+ "learning_rate": 4.474197689345315e-06,
1828
+ "loss": 1.0332,
1829
+ "step": 61000
1830
+ },
1831
+ {
1832
+ "epoch": 77.81,
1833
+ "eval_loss": 0.22773370146751404,
1834
+ "eval_runtime": 237.0288,
1835
+ "eval_samples_per_second": 35.181,
1836
+ "eval_steps_per_second": 1.101,
1837
+ "eval_wer": 0.2939936292595733,
1838
+ "step": 61000
1839
+ },
1840
+ {
1841
+ "epoch": 78.44,
1842
+ "learning_rate": 4.345827984595636e-06,
1843
+ "loss": 1.0423,
1844
+ "step": 61500
1845
+ },
1846
+ {
1847
+ "epoch": 78.44,
1848
+ "eval_loss": 0.22426965832710266,
1849
+ "eval_runtime": 233.5981,
1850
+ "eval_samples_per_second": 35.698,
1851
+ "eval_steps_per_second": 1.117,
1852
+ "eval_wer": 0.28961660975777437,
1853
+ "step": 61500
1854
+ },
1855
+ {
1856
+ "epoch": 79.08,
1857
+ "learning_rate": 4.217458279845957e-06,
1858
+ "loss": 1.0379,
1859
+ "step": 62000
1860
+ },
1861
+ {
1862
+ "epoch": 79.08,
1863
+ "eval_loss": 0.2274049073457718,
1864
+ "eval_runtime": 234.6064,
1865
+ "eval_samples_per_second": 35.545,
1866
+ "eval_steps_per_second": 1.113,
1867
+ "eval_wer": 0.29280197997112545,
1868
+ "step": 62000
1869
+ },
1870
+ {
1871
+ "epoch": 79.72,
1872
+ "learning_rate": 4.089345314505777e-06,
1873
+ "loss": 1.0398,
1874
+ "step": 62500
1875
+ },
1876
+ {
1877
+ "epoch": 79.72,
1878
+ "eval_loss": 0.22373217344284058,
1879
+ "eval_runtime": 234.7196,
1880
+ "eval_samples_per_second": 35.527,
1881
+ "eval_steps_per_second": 1.112,
1882
+ "eval_wer": 0.29280197997112545,
1883
+ "step": 62500
1884
+ },
1885
+ {
1886
+ "epoch": 80.36,
1887
+ "learning_rate": 3.960975609756098e-06,
1888
+ "loss": 1.0395,
1889
+ "step": 63000
1890
+ },
1891
+ {
1892
+ "epoch": 80.36,
1893
+ "eval_loss": 0.22652971744537354,
1894
+ "eval_runtime": 233.8582,
1895
+ "eval_samples_per_second": 35.658,
1896
+ "eval_steps_per_second": 1.116,
1897
+ "eval_wer": 0.2956206888649541,
1898
+ "step": 63000
1899
+ },
1900
+ {
1901
+ "epoch": 80.99,
1902
+ "learning_rate": 3.832605905006419e-06,
1903
+ "loss": 1.0397,
1904
+ "step": 63500
1905
+ },
1906
+ {
1907
+ "epoch": 80.99,
1908
+ "eval_loss": 0.22396665811538696,
1909
+ "eval_runtime": 235.3841,
1910
+ "eval_samples_per_second": 35.427,
1911
+ "eval_steps_per_second": 1.109,
1912
+ "eval_wer": 0.29202282466714025,
1913
+ "step": 63500
1914
+ },
1915
+ {
1916
+ "epoch": 81.63,
1917
+ "learning_rate": 3.7042362002567396e-06,
1918
+ "loss": 1.0262,
1919
+ "step": 64000
1920
+ },
1921
+ {
1922
+ "epoch": 81.63,
1923
+ "eval_loss": 0.22437626123428345,
1924
+ "eval_runtime": 239.3117,
1925
+ "eval_samples_per_second": 34.846,
1926
+ "eval_steps_per_second": 1.091,
1927
+ "eval_wer": 0.2933748882828792,
1928
+ "step": 64000
1929
+ },
1930
+ {
1931
+ "epoch": 82.27,
1932
+ "learning_rate": 3.5758664955070607e-06,
1933
+ "loss": 1.0335,
1934
+ "step": 64500
1935
+ },
1936
+ {
1937
+ "epoch": 82.27,
1938
+ "eval_loss": 0.22651708126068115,
1939
+ "eval_runtime": 234.0011,
1940
+ "eval_samples_per_second": 35.637,
1941
+ "eval_steps_per_second": 1.115,
1942
+ "eval_wer": 0.2936269679400509,
1943
+ "step": 64500
1944
+ },
1945
+ {
1946
+ "epoch": 82.91,
1947
+ "learning_rate": 3.4474967907573813e-06,
1948
+ "loss": 1.0385,
1949
+ "step": 65000
1950
+ },
1951
+ {
1952
+ "epoch": 82.91,
1953
+ "eval_loss": 0.22380606830120087,
1954
+ "eval_runtime": 236.2381,
1955
+ "eval_samples_per_second": 35.299,
1956
+ "eval_steps_per_second": 1.105,
1957
+ "eval_wer": 0.29284781263606574,
1958
+ "step": 65000
1959
+ },
1960
+ {
1961
+ "epoch": 83.55,
1962
+ "learning_rate": 3.3191270860077024e-06,
1963
+ "loss": 1.0289,
1964
+ "step": 65500
1965
+ },
1966
+ {
1967
+ "epoch": 83.55,
1968
+ "eval_loss": 0.221877783536911,
1969
+ "eval_runtime": 233.6081,
1970
+ "eval_samples_per_second": 35.697,
1971
+ "eval_steps_per_second": 1.117,
1972
+ "eval_wer": 0.2911520040332745,
1973
+ "step": 65500
1974
+ },
1975
+ {
1976
+ "epoch": 84.18,
1977
+ "learning_rate": 3.1910141206675225e-06,
1978
+ "loss": 1.0372,
1979
+ "step": 66000
1980
+ },
1981
+ {
1982
+ "epoch": 84.18,
1983
+ "eval_loss": 0.22357773780822754,
1984
+ "eval_runtime": 234.3938,
1985
+ "eval_samples_per_second": 35.577,
1986
+ "eval_steps_per_second": 1.114,
1987
+ "eval_wer": 0.2898457730824759,
1988
+ "step": 66000
1989
+ },
1990
+ {
1991
+ "epoch": 84.82,
1992
+ "learning_rate": 3.0626444159178436e-06,
1993
+ "loss": 1.0279,
1994
+ "step": 66500
1995
+ },
1996
+ {
1997
+ "epoch": 84.82,
1998
+ "eval_loss": 0.22185130417346954,
1999
+ "eval_runtime": 235.3542,
2000
+ "eval_samples_per_second": 35.432,
2001
+ "eval_steps_per_second": 1.109,
2002
+ "eval_wer": 0.2902124344019983,
2003
+ "step": 66500
2004
+ },
2005
+ {
2006
+ "epoch": 85.46,
2007
+ "learning_rate": 2.9342747111681647e-06,
2008
+ "loss": 1.0325,
2009
+ "step": 67000
2010
+ },
2011
+ {
2012
+ "epoch": 85.46,
2013
+ "eval_loss": 0.22399279475212097,
2014
+ "eval_runtime": 232.7577,
2015
+ "eval_samples_per_second": 35.827,
2016
+ "eval_steps_per_second": 1.121,
2017
+ "eval_wer": 0.2907853427137521,
2018
+ "step": 67000
2019
+ },
2020
+ {
2021
+ "epoch": 86.1,
2022
+ "learning_rate": 2.8059050064184858e-06,
2023
+ "loss": 1.0202,
2024
+ "step": 67500
2025
+ },
2026
+ {
2027
+ "epoch": 86.1,
2028
+ "eval_loss": 0.22061078250408173,
2029
+ "eval_runtime": 236.8657,
2030
+ "eval_samples_per_second": 35.206,
2031
+ "eval_steps_per_second": 1.102,
2032
+ "eval_wer": 0.28863120746155785,
2033
+ "step": 67500
2034
+ },
2035
+ {
2036
+ "epoch": 86.73,
2037
+ "learning_rate": 2.6775353016688064e-06,
2038
+ "loss": 1.0166,
2039
+ "step": 68000
2040
+ },
2041
+ {
2042
+ "epoch": 86.73,
2043
+ "eval_loss": 0.2218720018863678,
2044
+ "eval_runtime": 233.7184,
2045
+ "eval_samples_per_second": 35.68,
2046
+ "eval_steps_per_second": 1.117,
2047
+ "eval_wer": 0.2885624584641474,
2048
+ "step": 68000
2049
+ },
2050
+ {
2051
+ "epoch": 87.37,
2052
+ "learning_rate": 2.5491655969191275e-06,
2053
+ "loss": 1.0259,
2054
+ "step": 68500
2055
+ },
2056
+ {
2057
+ "epoch": 87.37,
2058
+ "eval_loss": 0.2234880030155182,
2059
+ "eval_runtime": 235.0768,
2060
+ "eval_samples_per_second": 35.474,
2061
+ "eval_steps_per_second": 1.11,
2062
+ "eval_wer": 0.28970827508765495,
2063
+ "step": 68500
2064
+ },
2065
+ {
2066
+ "epoch": 88.01,
2067
+ "learning_rate": 2.420795892169448e-06,
2068
+ "loss": 1.0337,
2069
+ "step": 69000
2070
+ },
2071
+ {
2072
+ "epoch": 88.01,
2073
+ "eval_loss": 0.220963254570961,
2074
+ "eval_runtime": 233.4278,
2075
+ "eval_samples_per_second": 35.724,
2076
+ "eval_steps_per_second": 1.118,
2077
+ "eval_wer": 0.2873249765107592,
2078
+ "step": 69000
2079
+ },
2080
+ {
2081
+ "epoch": 88.65,
2082
+ "learning_rate": 2.2926829268292687e-06,
2083
+ "loss": 1.0264,
2084
+ "step": 69500
2085
+ },
2086
+ {
2087
+ "epoch": 88.65,
2088
+ "eval_loss": 0.22157110273838043,
2089
+ "eval_runtime": 233.5356,
2090
+ "eval_samples_per_second": 35.708,
2091
+ "eval_steps_per_second": 1.118,
2092
+ "eval_wer": 0.2882187134770951,
2093
+ "step": 69500
2094
+ },
2095
+ {
2096
+ "epoch": 89.29,
2097
+ "learning_rate": 2.1643132220795894e-06,
2098
+ "loss": 1.0231,
2099
+ "step": 70000
2100
+ },
2101
+ {
2102
+ "epoch": 89.29,
2103
+ "eval_loss": 0.2222645878791809,
2104
+ "eval_runtime": 238.1657,
2105
+ "eval_samples_per_second": 35.013,
2106
+ "eval_steps_per_second": 1.096,
2107
+ "eval_wer": 0.2899145220798863,
2108
+ "step": 70000
2109
+ },
2110
+ {
2111
+ "epoch": 89.92,
2112
+ "learning_rate": 2.03594351732991e-06,
2113
+ "loss": 1.0281,
2114
+ "step": 70500
2115
+ },
2116
+ {
2117
+ "epoch": 89.92,
2118
+ "eval_loss": 0.22140374779701233,
2119
+ "eval_runtime": 233.9034,
2120
+ "eval_samples_per_second": 35.651,
2121
+ "eval_steps_per_second": 1.116,
2122
+ "eval_wer": 0.28723331118087864,
2123
+ "step": 70500
2124
+ },
2125
+ {
2126
+ "epoch": 90.56,
2127
+ "learning_rate": 1.907573812580231e-06,
2128
+ "loss": 1.0135,
2129
+ "step": 71000
2130
+ },
2131
+ {
2132
+ "epoch": 90.56,
2133
+ "eval_loss": 0.22179700434207916,
2134
+ "eval_runtime": 235.221,
2135
+ "eval_samples_per_second": 35.452,
2136
+ "eval_steps_per_second": 1.11,
2137
+ "eval_wer": 0.28684373352888604,
2138
+ "step": 71000
2139
+ },
2140
+ {
2141
+ "epoch": 91.2,
2142
+ "learning_rate": 1.7792041078305522e-06,
2143
+ "loss": 1.0291,
2144
+ "step": 71500
2145
+ },
2146
+ {
2147
+ "epoch": 91.2,
2148
+ "eval_loss": 0.22093360126018524,
2149
+ "eval_runtime": 236.8894,
2150
+ "eval_samples_per_second": 35.202,
2151
+ "eval_steps_per_second": 1.102,
2152
+ "eval_wer": 0.2862937415496024,
2153
+ "step": 71500
2154
+ },
2155
+ {
2156
+ "epoch": 91.84,
2157
+ "learning_rate": 1.6508344030808731e-06,
2158
+ "loss": 1.0321,
2159
+ "step": 72000
2160
+ },
2161
+ {
2162
+ "epoch": 91.84,
2163
+ "eval_loss": 0.219914972782135,
2164
+ "eval_runtime": 233.825,
2165
+ "eval_samples_per_second": 35.663,
2166
+ "eval_steps_per_second": 1.116,
2167
+ "eval_wer": 0.2875770561679309,
2168
+ "step": 72000
2169
+ },
2170
+ {
2171
+ "epoch": 92.47,
2172
+ "learning_rate": 1.5227214377406932e-06,
2173
+ "loss": 1.028,
2174
+ "step": 72500
2175
+ },
2176
+ {
2177
+ "epoch": 92.47,
2178
+ "eval_loss": 0.22144030034542084,
2179
+ "eval_runtime": 234.5883,
2180
+ "eval_samples_per_second": 35.547,
2181
+ "eval_steps_per_second": 1.113,
2182
+ "eval_wer": 0.28576666590278893,
2183
+ "step": 72500
2184
+ },
2185
+ {
2186
+ "epoch": 93.11,
2187
+ "learning_rate": 1.3943517329910141e-06,
2188
+ "loss": 1.0213,
2189
+ "step": 73000
2190
+ },
2191
+ {
2192
+ "epoch": 93.11,
2193
+ "eval_loss": 0.2219470739364624,
2194
+ "eval_runtime": 234.1897,
2195
+ "eval_samples_per_second": 35.608,
2196
+ "eval_steps_per_second": 1.114,
2197
+ "eval_wer": 0.2874624745055801,
2198
+ "step": 73000
2199
+ },
2200
+ {
2201
+ "epoch": 93.75,
2202
+ "learning_rate": 1.2659820282413352e-06,
2203
+ "loss": 1.0261,
2204
+ "step": 73500
2205
+ },
2206
+ {
2207
+ "epoch": 93.75,
2208
+ "eval_loss": 0.22315841913223267,
2209
+ "eval_runtime": 234.7799,
2210
+ "eval_samples_per_second": 35.518,
2211
+ "eval_steps_per_second": 1.112,
2212
+ "eval_wer": 0.28688956619382633,
2213
+ "step": 73500
2214
+ },
2215
+ {
2216
+ "epoch": 94.39,
2217
+ "learning_rate": 1.137612323491656e-06,
2218
+ "loss": 1.0197,
2219
+ "step": 74000
2220
+ },
2221
+ {
2222
+ "epoch": 94.39,
2223
+ "eval_loss": 0.22271272540092468,
2224
+ "eval_runtime": 233.7941,
2225
+ "eval_samples_per_second": 35.668,
2226
+ "eval_steps_per_second": 1.116,
2227
+ "eval_wer": 0.2866145702041845,
2228
+ "step": 74000
2229
+ },
2230
+ {
2231
+ "epoch": 95.03,
2232
+ "learning_rate": 1.009242618741977e-06,
2233
+ "loss": 1.0298,
2234
+ "step": 74500
2235
+ },
2236
+ {
2237
+ "epoch": 95.03,
2238
+ "eval_loss": 0.22284960746765137,
2239
+ "eval_runtime": 236.8784,
2240
+ "eval_samples_per_second": 35.204,
2241
+ "eval_steps_per_second": 1.102,
2242
+ "eval_wer": 0.28675206819900545,
2243
+ "step": 74500
2244
+ },
2245
+ {
2246
+ "epoch": 95.66,
2247
+ "learning_rate": 8.808729139922979e-07,
2248
+ "loss": 1.0192,
2249
+ "step": 75000
2250
+ },
2251
+ {
2252
+ "epoch": 95.66,
2253
+ "eval_loss": 0.22300392389297485,
2254
+ "eval_runtime": 233.5836,
2255
+ "eval_samples_per_second": 35.7,
2256
+ "eval_steps_per_second": 1.117,
2257
+ "eval_wer": 0.28652290487430393,
2258
+ "step": 75000
2259
+ },
2260
+ {
2261
+ "epoch": 96.3,
2262
+ "learning_rate": 7.525032092426188e-07,
2263
+ "loss": 1.0156,
2264
+ "step": 75500
2265
+ },
2266
+ {
2267
+ "epoch": 96.3,
2268
+ "eval_loss": 0.2220136970281601,
2269
+ "eval_runtime": 231.7898,
2270
+ "eval_samples_per_second": 35.977,
2271
+ "eval_steps_per_second": 1.126,
2272
+ "eval_wer": 0.2869353988587666,
2273
+ "step": 75500
2274
+ },
2275
+ {
2276
+ "epoch": 96.94,
2277
+ "learning_rate": 6.241335044929398e-07,
2278
+ "loss": 1.0075,
2279
+ "step": 76000
2280
+ },
2281
+ {
2282
+ "epoch": 96.94,
2283
+ "eval_loss": 0.2222670316696167,
2284
+ "eval_runtime": 232.6992,
2285
+ "eval_samples_per_second": 35.836,
2286
+ "eval_steps_per_second": 1.122,
2287
+ "eval_wer": 0.2866145702041845,
2288
+ "step": 76000
2289
+ },
2290
+ {
2291
+ "epoch": 97.58,
2292
+ "learning_rate": 4.9602053915276e-07,
2293
+ "loss": 1.0201,
2294
+ "step": 76500
2295
+ },
2296
+ {
2297
+ "epoch": 97.58,
2298
+ "eval_loss": 0.2218976616859436,
2299
+ "eval_runtime": 233.5288,
2300
+ "eval_samples_per_second": 35.709,
2301
+ "eval_steps_per_second": 1.118,
2302
+ "eval_wer": 0.28659165387171437,
2303
+ "step": 76500
2304
+ },
2305
+ {
2306
+ "epoch": 98.21,
2307
+ "learning_rate": 3.676508344030809e-07,
2308
+ "loss": 1.0159,
2309
+ "step": 77000
2310
+ },
2311
+ {
2312
+ "epoch": 98.21,
2313
+ "eval_loss": 0.22194130718708038,
2314
+ "eval_runtime": 233.434,
2315
+ "eval_samples_per_second": 35.723,
2316
+ "eval_steps_per_second": 1.118,
2317
+ "eval_wer": 0.28764580516534133,
2318
+ "step": 77000
2319
+ },
2320
+ {
2321
+ "epoch": 98.85,
2322
+ "learning_rate": 2.395378690629012e-07,
2323
+ "loss": 1.0087,
2324
+ "step": 77500
2325
+ },
2326
+ {
2327
+ "epoch": 98.85,
2328
+ "eval_loss": 0.2219318002462387,
2329
+ "eval_runtime": 235.7197,
2330
+ "eval_samples_per_second": 35.377,
2331
+ "eval_steps_per_second": 1.107,
2332
+ "eval_wer": 0.2873249765107592,
2333
+ "step": 77500
2334
+ },
2335
+ {
2336
+ "epoch": 99.49,
2337
+ "learning_rate": 1.111681643132221e-07,
2338
+ "loss": 1.0159,
2339
+ "step": 78000
2340
+ },
2341
+ {
2342
+ "epoch": 99.49,
2343
+ "eval_loss": 0.2223382443189621,
2344
+ "eval_runtime": 234.8374,
2345
+ "eval_samples_per_second": 35.51,
2346
+ "eval_steps_per_second": 1.111,
2347
+ "eval_wer": 0.2867291518665353,
2348
+ "step": 78000
2349
+ },
2350
+ {
2351
+ "epoch": 100.0,
2352
+ "step": 78400,
2353
+ "total_flos": 1.850628803077507e+20,
2354
+ "train_loss": 1.2247810986577248,
2355
+ "train_runtime": 113701.5353,
2356
+ "train_samples_per_second": 22.038,
2357
+ "train_steps_per_second": 0.69
2358
+ }
2359
+ ],
2360
+ "max_steps": 78400,
2361
+ "num_train_epochs": 100,
2362
+ "total_flos": 1.850628803077507e+20,
2363
+ "trial_name": null,
2364
+ "trial_params": null
2365
+ }