Hugging Face's logo

Priyanship
/
base_sami_22k_cont_pt_ftpseudo_shuff142wr20esp5

Automatic Speech Recognition
Transformers
Safetensors
wav2vec2
Generated from Trainer
Model card Files Community
base_sami_22k_cont_pt_ftpseudo_shuff142wr20esp5
File size: 3,794 Bytes 
ae87643
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 1.0,
  "best_model_checkpoint": "/scratch/elec/puhe/p/palp3/sami_ASR/base_model_output/wav2vec2-base-sami-cont-pt-22k/outputs/shuff_142/ftpseudowr20esp5/checkpoint-1080",
  "epoch": 6.0,
  "eval_steps": 500,
  "global_step": 6480,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 110.69710540771484,
      "learning_rate": 0.00012337962962962964,
      "loss": 4511.6611,
      "step": 1080
    },
    {
      "epoch": 1.0,
      "eval_cer": 1.0,
      "eval_loss": 1149.935302734375,
      "eval_runtime": 23.6152,
      "eval_samples_per_second": 37.688,
      "eval_steps_per_second": 4.743,
      "eval_wer": 1.0,
      "step": 1080
    },
    {
      "epoch": 2.0,
      "grad_norm": 134.31155395507812,
      "learning_rate": 0.00024837962962962964,
      "loss": 3591.4514,
      "step": 2160
    },
    {
      "epoch": 2.0,
      "eval_cer": 1.0,
      "eval_loss": 1155.4658203125,
      "eval_runtime": 23.3518,
      "eval_samples_per_second": 38.113,
      "eval_steps_per_second": 4.796,
      "eval_wer": 1.0,
      "step": 2160
    },
    {
      "epoch": 3.0,
      "grad_norm": 156.53646850585938,
      "learning_rate": 0.00037337962962962965,
      "loss": 3649.9262,
      "step": 3240
    },
    {
      "epoch": 3.0,
      "eval_cer": 1.0,
      "eval_loss": 1155.608154296875,
      "eval_runtime": 23.3593,
      "eval_samples_per_second": 38.1,
      "eval_steps_per_second": 4.795,
      "eval_wer": 1.0,
      "step": 3240
    },
    {
      "epoch": 4.0,
      "grad_norm": 100.56692504882812,
      "learning_rate": 0.0004982638888888889,
      "loss": 3789.6616,
      "step": 4320
    },
    {
      "epoch": 4.0,
      "eval_cer": 1.0,
      "eval_loss": 1146.7283935546875,
      "eval_runtime": 23.3466,
      "eval_samples_per_second": 38.121,
      "eval_steps_per_second": 4.797,
      "eval_wer": 1.0,
      "step": 4320
    },
    {
      "epoch": 5.0,
      "grad_norm": 103.7132568359375,
      "learning_rate": 0.0004691840277777778,
      "loss": 3752.8502,
      "step": 5400
    },
    {
      "epoch": 5.0,
      "eval_cer": 1.0,
      "eval_loss": 1158.9339599609375,
      "eval_runtime": 26.3666,
      "eval_samples_per_second": 33.755,
      "eval_steps_per_second": 4.248,
      "eval_wer": 1.0,
      "step": 5400
    },
    {
      "epoch": 6.0,
      "grad_norm": 97.61384582519531,
      "learning_rate": 0.0004379340277777778,
      "loss": 3673.8093,
      "step": 6480
    },
    {
      "epoch": 6.0,
      "eval_cer": 1.0,
      "eval_loss": 1151.35302734375,
      "eval_runtime": 25.4193,
      "eval_samples_per_second": 35.013,
      "eval_steps_per_second": 4.406,
      "eval_wer": 1.0,
      "step": 6480
    },
    {
      "epoch": 6.0,
      "step": 6480,
      "total_flos": 5.519100286987747e+18,
      "train_loss": 3828.2266203703703,
      "train_runtime": 3861.8113,
      "train_samples_per_second": 89.424,
      "train_steps_per_second": 5.593
    }
  ],
  "logging_steps": 500,
  "max_steps": 21600,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 20,
  "save_steps": 500,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 5,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 5
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 5.519100286987747e+18,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}