JovialValley commited on
Commit
e31cad8
·
1 Parent(s): 932f963

Training in progress, step 100

Browse files
.gitignore ADDED
@@ -0,0 +1 @@
 
 
1
+ checkpoint-*/
config.json ADDED
@@ -0,0 +1,116 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "facebook/wav2vec2-large-xlsr-53",
3
+ "activation_dropout": 0.0,
4
+ "adapter_kernel_size": 3,
5
+ "adapter_stride": 2,
6
+ "add_adapter": false,
7
+ "apply_spec_augment": true,
8
+ "architectures": [
9
+ "Wav2Vec2ForCTC"
10
+ ],
11
+ "attention_dropout": 0.1,
12
+ "bos_token_id": 1,
13
+ "classifier_proj_size": 256,
14
+ "codevector_dim": 768,
15
+ "contrastive_logits_temperature": 0.1,
16
+ "conv_bias": true,
17
+ "conv_dim": [
18
+ 512,
19
+ 512,
20
+ 512,
21
+ 512,
22
+ 512,
23
+ 512,
24
+ 512
25
+ ],
26
+ "conv_kernel": [
27
+ 10,
28
+ 3,
29
+ 3,
30
+ 3,
31
+ 3,
32
+ 2,
33
+ 2
34
+ ],
35
+ "conv_stride": [
36
+ 5,
37
+ 2,
38
+ 2,
39
+ 2,
40
+ 2,
41
+ 2,
42
+ 2
43
+ ],
44
+ "ctc_loss_reduction": "mean",
45
+ "ctc_zero_infinity": false,
46
+ "diversity_loss_weight": 0.1,
47
+ "do_stable_layer_norm": true,
48
+ "eos_token_id": 2,
49
+ "feat_extract_activation": "gelu",
50
+ "feat_extract_dropout": 0.0,
51
+ "feat_extract_norm": "layer",
52
+ "feat_proj_dropout": 0.0,
53
+ "feat_quantizer_dropout": 0.0,
54
+ "final_dropout": 0.0,
55
+ "gradient_checkpointing": false,
56
+ "hidden_act": "gelu",
57
+ "hidden_dropout": 0.1,
58
+ "hidden_size": 1024,
59
+ "initializer_range": 0.02,
60
+ "intermediate_size": 4096,
61
+ "layer_norm_eps": 1e-05,
62
+ "layerdrop": 0.1,
63
+ "mask_channel_length": 10,
64
+ "mask_channel_min_space": 1,
65
+ "mask_channel_other": 0.0,
66
+ "mask_channel_prob": 0.0,
67
+ "mask_channel_selection": "static",
68
+ "mask_feature_length": 10,
69
+ "mask_feature_min_masks": 0,
70
+ "mask_feature_prob": 0.0,
71
+ "mask_time_length": 10,
72
+ "mask_time_min_masks": 2,
73
+ "mask_time_min_space": 1,
74
+ "mask_time_other": 0.0,
75
+ "mask_time_prob": 0.01,
76
+ "mask_time_selection": "static",
77
+ "model_type": "wav2vec2",
78
+ "num_adapter_layers": 3,
79
+ "num_attention_heads": 16,
80
+ "num_codevector_groups": 2,
81
+ "num_codevectors_per_group": 320,
82
+ "num_conv_pos_embedding_groups": 16,
83
+ "num_conv_pos_embeddings": 128,
84
+ "num_feat_extract_layers": 7,
85
+ "num_hidden_layers": 24,
86
+ "num_negatives": 100,
87
+ "output_hidden_size": 1024,
88
+ "pad_token_id": 146,
89
+ "proj_codevector_dim": 768,
90
+ "tdnn_dilation": [
91
+ 1,
92
+ 2,
93
+ 3,
94
+ 1,
95
+ 1
96
+ ],
97
+ "tdnn_dim": [
98
+ 512,
99
+ 512,
100
+ 512,
101
+ 512,
102
+ 1500
103
+ ],
104
+ "tdnn_kernel": [
105
+ 5,
106
+ 3,
107
+ 3,
108
+ 1,
109
+ 1
110
+ ],
111
+ "torch_dtype": "float32",
112
+ "transformers_version": "4.25.1",
113
+ "use_weighted_layer_sum": false,
114
+ "vocab_size": 147,
115
+ "xvector_output_dim": 512
116
+ }
last-checkpoint/config.json ADDED
@@ -0,0 +1,116 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "facebook/wav2vec2-large-xlsr-53",
3
+ "activation_dropout": 0.0,
4
+ "adapter_kernel_size": 3,
5
+ "adapter_stride": 2,
6
+ "add_adapter": false,
7
+ "apply_spec_augment": true,
8
+ "architectures": [
9
+ "Wav2Vec2ForCTC"
10
+ ],
11
+ "attention_dropout": 0.1,
12
+ "bos_token_id": 1,
13
+ "classifier_proj_size": 256,
14
+ "codevector_dim": 768,
15
+ "contrastive_logits_temperature": 0.1,
16
+ "conv_bias": true,
17
+ "conv_dim": [
18
+ 512,
19
+ 512,
20
+ 512,
21
+ 512,
22
+ 512,
23
+ 512,
24
+ 512
25
+ ],
26
+ "conv_kernel": [
27
+ 10,
28
+ 3,
29
+ 3,
30
+ 3,
31
+ 3,
32
+ 2,
33
+ 2
34
+ ],
35
+ "conv_stride": [
36
+ 5,
37
+ 2,
38
+ 2,
39
+ 2,
40
+ 2,
41
+ 2,
42
+ 2
43
+ ],
44
+ "ctc_loss_reduction": "mean",
45
+ "ctc_zero_infinity": false,
46
+ "diversity_loss_weight": 0.1,
47
+ "do_stable_layer_norm": true,
48
+ "eos_token_id": 2,
49
+ "feat_extract_activation": "gelu",
50
+ "feat_extract_dropout": 0.0,
51
+ "feat_extract_norm": "layer",
52
+ "feat_proj_dropout": 0.0,
53
+ "feat_quantizer_dropout": 0.0,
54
+ "final_dropout": 0.0,
55
+ "gradient_checkpointing": false,
56
+ "hidden_act": "gelu",
57
+ "hidden_dropout": 0.1,
58
+ "hidden_size": 1024,
59
+ "initializer_range": 0.02,
60
+ "intermediate_size": 4096,
61
+ "layer_norm_eps": 1e-05,
62
+ "layerdrop": 0.1,
63
+ "mask_channel_length": 10,
64
+ "mask_channel_min_space": 1,
65
+ "mask_channel_other": 0.0,
66
+ "mask_channel_prob": 0.0,
67
+ "mask_channel_selection": "static",
68
+ "mask_feature_length": 10,
69
+ "mask_feature_min_masks": 0,
70
+ "mask_feature_prob": 0.0,
71
+ "mask_time_length": 10,
72
+ "mask_time_min_masks": 2,
73
+ "mask_time_min_space": 1,
74
+ "mask_time_other": 0.0,
75
+ "mask_time_prob": 0.01,
76
+ "mask_time_selection": "static",
77
+ "model_type": "wav2vec2",
78
+ "num_adapter_layers": 3,
79
+ "num_attention_heads": 16,
80
+ "num_codevector_groups": 2,
81
+ "num_codevectors_per_group": 320,
82
+ "num_conv_pos_embedding_groups": 16,
83
+ "num_conv_pos_embeddings": 128,
84
+ "num_feat_extract_layers": 7,
85
+ "num_hidden_layers": 24,
86
+ "num_negatives": 100,
87
+ "output_hidden_size": 1024,
88
+ "pad_token_id": 146,
89
+ "proj_codevector_dim": 768,
90
+ "tdnn_dilation": [
91
+ 1,
92
+ 2,
93
+ 3,
94
+ 1,
95
+ 1
96
+ ],
97
+ "tdnn_dim": [
98
+ 512,
99
+ 512,
100
+ 512,
101
+ 512,
102
+ 1500
103
+ ],
104
+ "tdnn_kernel": [
105
+ 5,
106
+ 3,
107
+ 3,
108
+ 1,
109
+ 1
110
+ ],
111
+ "torch_dtype": "float32",
112
+ "transformers_version": "4.25.1",
113
+ "use_weighted_layer_sum": false,
114
+ "vocab_size": 147,
115
+ "xvector_output_dim": 512
116
+ }
last-checkpoint/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:85f1917c61f5eb83daf176694f51e9615e648edc6702fec09feacb3deb2c4f91
3
+ size 2491266053
last-checkpoint/preprocessor_config.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "do_normalize": true,
3
+ "feature_extractor_type": "Wav2Vec2FeatureExtractor",
4
+ "feature_size": 1,
5
+ "padding_side": "right",
6
+ "padding_value": 0.0,
7
+ "return_attention_mask": true,
8
+ "sampling_rate": 16000
9
+ }
last-checkpoint/pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b75c6fd4a8336bfea66291032a5c903f002f83d3292568abb315dd78a147d47e
3
+ size 1262504557
last-checkpoint/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:acc051ad4d45d5baa483760abd2acc2aa5920c61180def5b8c6e39aa5e8d3352
3
+ size 14639
last-checkpoint/scaler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d29fd31b230dc7ea24c7ac0e60ae810b7515d723ef00c3f685d1bd15e06bb06f
3
+ size 557
last-checkpoint/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:313b148c9850bae7feb2cc69dee94eae37dfd16e3880b74888b711b265f5a371
3
+ size 627
last-checkpoint/trainer_state.json ADDED
@@ -0,0 +1,146 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 4.163265306122449,
5
+ "global_step": 100,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 0.41,
12
+ "learning_rate": 1.1999999999999999e-05,
13
+ "loss": 23.9676,
14
+ "step": 10
15
+ },
16
+ {
17
+ "epoch": 0.82,
18
+ "learning_rate": 2.6999999999999996e-05,
19
+ "loss": 23.7996,
20
+ "step": 20
21
+ },
22
+ {
23
+ "epoch": 1.24,
24
+ "learning_rate": 4.2e-05,
25
+ "loss": 23.3547,
26
+ "step": 30
27
+ },
28
+ {
29
+ "epoch": 1.65,
30
+ "learning_rate": 5.5499999999999994e-05,
31
+ "loss": 21.4657,
32
+ "step": 40
33
+ },
34
+ {
35
+ "epoch": 2.08,
36
+ "learning_rate": 7.049999999999999e-05,
37
+ "loss": 17.8566,
38
+ "step": 50
39
+ },
40
+ {
41
+ "epoch": 2.49,
42
+ "learning_rate": 8.549999999999999e-05,
43
+ "loss": 11.2292,
44
+ "step": 60
45
+ },
46
+ {
47
+ "epoch": 2.9,
48
+ "learning_rate": 0.0001005,
49
+ "loss": 8.378,
50
+ "step": 70
51
+ },
52
+ {
53
+ "epoch": 3.33,
54
+ "learning_rate": 0.00011549999999999999,
55
+ "loss": 5.9172,
56
+ "step": 80
57
+ },
58
+ {
59
+ "epoch": 3.73,
60
+ "learning_rate": 0.0001305,
61
+ "loss": 4.4777,
62
+ "step": 90
63
+ },
64
+ {
65
+ "epoch": 4.16,
66
+ "learning_rate": 0.00014549999999999999,
67
+ "loss": 3.9429,
68
+ "step": 100
69
+ },
70
+ {
71
+ "epoch": 4.16,
72
+ "eval_0_f1-score": 0.0,
73
+ "eval_0_precision": 0.0,
74
+ "eval_0_recall": 0.0,
75
+ "eval_0_support": 31,
76
+ "eval_1_f1-score": 0.0,
77
+ "eval_1_precision": 0.0,
78
+ "eval_1_recall": 0.0,
79
+ "eval_1_support": 22,
80
+ "eval_2_f1-score": 0.0,
81
+ "eval_2_precision": 0.0,
82
+ "eval_2_recall": 0.0,
83
+ "eval_2_support": 30,
84
+ "eval_3_f1-score": 0.17475728155339804,
85
+ "eval_3_precision": 0.10112359550561797,
86
+ "eval_3_recall": 0.6428571428571429,
87
+ "eval_3_support": 14,
88
+ "eval_accuracy": 0.09278350515463918,
89
+ "eval_loss": 3.3747894763946533,
90
+ "eval_macro avg_f1-score": 0.04368932038834951,
91
+ "eval_macro avg_precision": 0.025280898876404494,
92
+ "eval_macro avg_recall": 0.16071428571428573,
93
+ "eval_macro avg_support": 97,
94
+ "eval_mtrix": [
95
+ [
96
+ 0,
97
+ 1,
98
+ 2,
99
+ 3
100
+ ],
101
+ [
102
+ 0,
103
+ 0,
104
+ 0,
105
+ 0,
106
+ 31
107
+ ],
108
+ [
109
+ 1,
110
+ 0,
111
+ 0,
112
+ 0,
113
+ 22
114
+ ],
115
+ [
116
+ 2,
117
+ 3,
118
+ 0,
119
+ 0,
120
+ 27
121
+ ],
122
+ [
123
+ 3,
124
+ 5,
125
+ 0,
126
+ 0,
127
+ 9
128
+ ]
129
+ ],
130
+ "eval_runtime": 5.9767,
131
+ "eval_samples_per_second": 16.23,
132
+ "eval_steps_per_second": 2.175,
133
+ "eval_weighted avg_f1-score": 0.025222700430387348,
134
+ "eval_weighted avg_precision": 0.014595158114212903,
135
+ "eval_weighted avg_recall": 0.09278350515463918,
136
+ "eval_weighted avg_support": 97,
137
+ "eval_wer": 0.9979929754139488,
138
+ "step": 100
139
+ }
140
+ ],
141
+ "max_steps": 1680,
142
+ "num_train_epochs": 70,
143
+ "total_flos": 2.2237141246318157e+17,
144
+ "trial_name": null,
145
+ "trial_params": null
146
+ }
last-checkpoint/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d77a43dd4d9642bdfd771e9f196b6abdfe030f91eaa10063db56b9e24b844eaf
3
+ size 3387
preprocessor_config.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "do_normalize": true,
3
+ "feature_extractor_type": "Wav2Vec2FeatureExtractor",
4
+ "feature_size": 1,
5
+ "padding_side": "right",
6
+ "padding_value": 0.0,
7
+ "return_attention_mask": true,
8
+ "sampling_rate": 16000
9
+ }
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b75c6fd4a8336bfea66291032a5c903f002f83d3292568abb315dd78a147d47e
3
+ size 1262504557
runs/Dec21_23-35-55_dd30ac9fa6d8/1671665782.1053472/events.out.tfevents.1671665782.dd30ac9fa6d8.113789.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9e3ecaade9a0d79d9f35ba9f6444d3addcbbba1f3d39f42f6f35e87c086cfd2e
3
+ size 5528
runs/Dec21_23-35-55_dd30ac9fa6d8/events.out.tfevents.1671665782.dd30ac9fa6d8.113789.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9622d53a0488018baf764a331bba15aed9023ccfd7b27fb043af5aca1281813f
3
+ size 8623
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d77a43dd4d9642bdfd771e9f196b6abdfe030f91eaa10063db56b9e24b844eaf
3
+ size 3387