File size: 5,287 Bytes
3bc3db8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 90.62626262626262,
  "best_model_checkpoint": "./whisperEnsembleModel/model_1_conservative/checkpoint-942",
  "epoch": 4.997347480106101,
  "eval_steps": 500,
  "global_step": 942,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.26525198938992045,
      "grad_norm": 4.3444318771362305,
      "learning_rate": 1.5000000000000002e-07,
      "loss": 2.093,
      "step": 50
    },
    {
      "epoch": 0.5305039787798409,
      "grad_norm": 0.913415253162384,
      "learning_rate": 3.0000000000000004e-07,
      "loss": 2.0792,
      "step": 100
    },
    {
      "epoch": 0.7957559681697612,
      "grad_norm": 2.48246169090271,
      "learning_rate": 4.5e-07,
      "loss": 2.0802,
      "step": 150
    },
    {
      "epoch": 0.9973474801061007,
      "eval_loss": 2.097313404083252,
      "eval_norm_levenshtein_similarity": 89.27272727272727,
      "eval_runtime": 195.7596,
      "eval_samples_per_second": 1.711,
      "eval_steps_per_second": 0.429,
      "eval_wer": 14.3646408839779,
      "step": 188
    },
    {
      "epoch": 1.0610079575596818,
      "grad_norm": 1.0793434381484985,
      "learning_rate": 6.000000000000001e-07,
      "loss": 2.0774,
      "step": 200
    },
    {
      "epoch": 1.3262599469496021,
      "grad_norm": 1.7866408824920654,
      "learning_rate": 7.5e-07,
      "loss": 2.0719,
      "step": 250
    },
    {
      "epoch": 1.5915119363395225,
      "grad_norm": 1.1607919931411743,
      "learning_rate": 9e-07,
      "loss": 2.0694,
      "step": 300
    },
    {
      "epoch": 1.8567639257294428,
      "grad_norm": 0.9631378650665283,
      "learning_rate": 1.05e-06,
      "loss": 2.0688,
      "step": 350
    },
    {
      "epoch": 2.0,
      "eval_loss": 2.093317747116089,
      "eval_norm_levenshtein_similarity": 89.56565656565655,
      "eval_runtime": 194.7642,
      "eval_samples_per_second": 1.72,
      "eval_steps_per_second": 0.431,
      "eval_wer": 13.591160220994475,
      "step": 377
    },
    {
      "epoch": 2.1220159151193636,
      "grad_norm": 1.052522897720337,
      "learning_rate": 1.2000000000000002e-06,
      "loss": 2.0674,
      "step": 400
    },
    {
      "epoch": 2.387267904509284,
      "grad_norm": 0.5794100165367126,
      "learning_rate": 1.35e-06,
      "loss": 2.0651,
      "step": 450
    },
    {
      "epoch": 2.6525198938992043,
      "grad_norm": 1.1435893774032593,
      "learning_rate": 1.5e-06,
      "loss": 2.062,
      "step": 500
    },
    {
      "epoch": 2.9177718832891246,
      "grad_norm": 1.112978219985962,
      "learning_rate": 1.65e-06,
      "loss": 2.063,
      "step": 550
    },
    {
      "epoch": 2.9973474801061006,
      "eval_loss": 2.0927727222442627,
      "eval_norm_levenshtein_similarity": 89.75757575757576,
      "eval_runtime": 197.154,
      "eval_samples_per_second": 1.699,
      "eval_steps_per_second": 0.426,
      "eval_wer": 13.701657458563535,
      "step": 565
    },
    {
      "epoch": 3.183023872679045,
      "grad_norm": 0.38901379704475403,
      "learning_rate": 1.8e-06,
      "loss": 2.0592,
      "step": 600
    },
    {
      "epoch": 3.4482758620689653,
      "grad_norm": 0.27914485335350037,
      "learning_rate": 1.95e-06,
      "loss": 2.0582,
      "step": 650
    },
    {
      "epoch": 3.713527851458886,
      "grad_norm": 0.308776319026947,
      "learning_rate": 2.1e-06,
      "loss": 2.0579,
      "step": 700
    },
    {
      "epoch": 3.9787798408488064,
      "grad_norm": 0.6666736602783203,
      "learning_rate": 2.25e-06,
      "loss": 2.0581,
      "step": 750
    },
    {
      "epoch": 4.0,
      "eval_loss": 2.0944669246673584,
      "eval_norm_levenshtein_similarity": 89.8080808080808,
      "eval_runtime": 197.8784,
      "eval_samples_per_second": 1.693,
      "eval_steps_per_second": 0.425,
      "eval_wer": 13.756906077348066,
      "step": 754
    },
    {
      "epoch": 4.244031830238727,
      "grad_norm": 1.3886348009109497,
      "learning_rate": 2.4000000000000003e-06,
      "loss": 2.0558,
      "step": 800
    },
    {
      "epoch": 4.5092838196286475,
      "grad_norm": 0.22981444001197815,
      "learning_rate": 2.55e-06,
      "loss": 2.0558,
      "step": 850
    },
    {
      "epoch": 4.774535809018568,
      "grad_norm": 0.3557794988155365,
      "learning_rate": 2.7e-06,
      "loss": 2.0554,
      "step": 900
    },
    {
      "epoch": 4.997347480106101,
      "eval_loss": 2.096412181854248,
      "eval_norm_levenshtein_similarity": 90.62626262626262,
      "eval_runtime": 196.2659,
      "eval_samples_per_second": 1.707,
      "eval_steps_per_second": 0.428,
      "eval_wer": 12.154696132596685,
      "step": 942
    }
  ],
  "logging_steps": 50,
  "max_steps": 2632,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 14,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 4.350424909824e+18,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}