Shiyue Zhang
commited on
Commit
·
78e04a3
1
Parent(s):
f839e77
First model version
Browse files- added_tokens.json +1 -0
- all_results.json +20 -0
- config.json +86 -0
- eval_results.json +9 -0
- preprocessor_config.json +9 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- test_results.json +8 -0
- tokenizer_config.json +1 -0
- train_results.json +8 -0
- trainer_state.json +202 -0
- training_args.bin +3 -0
- vocab.json +1 -0
added_tokens.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"<s>": 65, "</s>": 66}
|
all_results.json
ADDED
@@ -0,0 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 14.99,
|
3 |
+
"eval_loss": 0.6640865206718445,
|
4 |
+
"eval_runtime": 6.6949,
|
5 |
+
"eval_samples": 264,
|
6 |
+
"eval_samples_per_second": 39.433,
|
7 |
+
"eval_steps_per_second": 4.929,
|
8 |
+
"eval_wer": 0.7348178137651822,
|
9 |
+
"test_loss": 0.676352322101593,
|
10 |
+
"test_runtime": 7.2219,
|
11 |
+
"test_samples": 264,
|
12 |
+
"test_samples_per_second": 36.556,
|
13 |
+
"test_steps_per_second": 4.569,
|
14 |
+
"test_wer": 0.7626373626373626,
|
15 |
+
"train_loss": 2.406289642025726,
|
16 |
+
"train_runtime": 1161.5479,
|
17 |
+
"train_samples": 2120,
|
18 |
+
"train_samples_per_second": 27.377,
|
19 |
+
"train_steps_per_second": 0.852
|
20 |
+
}
|
config.json
ADDED
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
|
3 |
+
"activation_dropout": 0.0,
|
4 |
+
"apply_spec_augment": true,
|
5 |
+
"architectures": [
|
6 |
+
"Wav2Vec2ForCTC"
|
7 |
+
],
|
8 |
+
"attention_dropout": 0.0,
|
9 |
+
"bos_token_id": 1,
|
10 |
+
"classifier_proj_size": 256,
|
11 |
+
"codevector_dim": 768,
|
12 |
+
"contrastive_logits_temperature": 0.1,
|
13 |
+
"conv_bias": true,
|
14 |
+
"conv_dim": [
|
15 |
+
512,
|
16 |
+
512,
|
17 |
+
512,
|
18 |
+
512,
|
19 |
+
512,
|
20 |
+
512,
|
21 |
+
512
|
22 |
+
],
|
23 |
+
"conv_kernel": [
|
24 |
+
10,
|
25 |
+
3,
|
26 |
+
3,
|
27 |
+
3,
|
28 |
+
3,
|
29 |
+
2,
|
30 |
+
2
|
31 |
+
],
|
32 |
+
"conv_stride": [
|
33 |
+
5,
|
34 |
+
2,
|
35 |
+
2,
|
36 |
+
2,
|
37 |
+
2,
|
38 |
+
2,
|
39 |
+
2
|
40 |
+
],
|
41 |
+
"ctc_loss_reduction": "mean",
|
42 |
+
"ctc_zero_infinity": false,
|
43 |
+
"diversity_loss_weight": 0.1,
|
44 |
+
"do_stable_layer_norm": true,
|
45 |
+
"eos_token_id": 2,
|
46 |
+
"feat_extract_activation": "gelu",
|
47 |
+
"feat_extract_dropout": 0.0,
|
48 |
+
"feat_extract_norm": "layer",
|
49 |
+
"feat_proj_dropout": 0.0,
|
50 |
+
"feat_quantizer_dropout": 0.0,
|
51 |
+
"final_dropout": 0.0,
|
52 |
+
"hidden_act": "gelu",
|
53 |
+
"hidden_dropout": 0.0,
|
54 |
+
"hidden_size": 1024,
|
55 |
+
"initializer_range": 0.02,
|
56 |
+
"intermediate_size": 4096,
|
57 |
+
"layer_norm_eps": 1e-05,
|
58 |
+
"layerdrop": 0.0,
|
59 |
+
"mask_channel_length": 10,
|
60 |
+
"mask_channel_min_space": 1,
|
61 |
+
"mask_channel_other": 0.0,
|
62 |
+
"mask_channel_prob": 0.0,
|
63 |
+
"mask_channel_selection": "static",
|
64 |
+
"mask_feature_length": 10,
|
65 |
+
"mask_feature_prob": 0.0,
|
66 |
+
"mask_time_length": 10,
|
67 |
+
"mask_time_min_space": 1,
|
68 |
+
"mask_time_other": 0.0,
|
69 |
+
"mask_time_prob": 0.01,
|
70 |
+
"mask_time_selection": "static",
|
71 |
+
"model_type": "wav2vec2",
|
72 |
+
"num_attention_heads": 16,
|
73 |
+
"num_codevector_groups": 2,
|
74 |
+
"num_codevectors_per_group": 320,
|
75 |
+
"num_conv_pos_embedding_groups": 16,
|
76 |
+
"num_conv_pos_embeddings": 128,
|
77 |
+
"num_feat_extract_layers": 7,
|
78 |
+
"num_hidden_layers": 24,
|
79 |
+
"num_negatives": 100,
|
80 |
+
"pad_token_id": 64,
|
81 |
+
"proj_codevector_dim": 768,
|
82 |
+
"torch_dtype": "float32",
|
83 |
+
"transformers_version": "4.12.0.dev0",
|
84 |
+
"use_weighted_layer_sum": false,
|
85 |
+
"vocab_size": 67
|
86 |
+
}
|
eval_results.json
ADDED
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 14.99,
|
3 |
+
"eval_loss": 0.6640865206718445,
|
4 |
+
"eval_runtime": 6.6949,
|
5 |
+
"eval_samples": 264,
|
6 |
+
"eval_samples_per_second": 39.433,
|
7 |
+
"eval_steps_per_second": 4.929,
|
8 |
+
"eval_wer": 0.7348178137651822
|
9 |
+
}
|
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,
|
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:a5ba0a05bd07a692bdb922a68b5b7c678ce452294b2285936c227fbf1ed27617
|
3 |
+
size 1262203433
|
special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "[UNK]", "pad_token": "[PAD]", "additional_special_tokens": [{"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}]}
|
test_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"test_loss": 0.676352322101593,
|
3 |
+
"test_runtime": 7.2219,
|
4 |
+
"test_samples": 264,
|
5 |
+
"test_samples_per_second": 36.556,
|
6 |
+
"test_steps_per_second": 4.569,
|
7 |
+
"test_wer": 0.7626373626373626
|
8 |
+
}
|
tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"unk_token": "[UNK]", "bos_token": "<s>", "eos_token": "</s>", "pad_token": "[PAD]", "do_lower_case": false, "word_delimiter_token": "|", "special_tokens_map_file": null, "tokenizer_file": null, "name_or_path": "./wav2vec2-chr_voice-ep15-lr0.0003-repeat0-mask0.01", "tokenizer_class": "Wav2Vec2CTCTokenizer"}
|
train_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 14.99,
|
3 |
+
"train_loss": 2.406289642025726,
|
4 |
+
"train_runtime": 1161.5479,
|
5 |
+
"train_samples": 2120,
|
6 |
+
"train_samples_per_second": 27.377,
|
7 |
+
"train_steps_per_second": 0.852
|
8 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,202 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 14.992481203007518,
|
5 |
+
"global_step": 990,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.75,
|
12 |
+
"eval_loss": 4.109964847564697,
|
13 |
+
"eval_runtime": 6.6506,
|
14 |
+
"eval_samples_per_second": 39.695,
|
15 |
+
"eval_steps_per_second": 4.962,
|
16 |
+
"eval_wer": 1.0,
|
17 |
+
"step": 50
|
18 |
+
},
|
19 |
+
{
|
20 |
+
"epoch": 1.51,
|
21 |
+
"eval_loss": 3.392470121383667,
|
22 |
+
"eval_runtime": 6.6261,
|
23 |
+
"eval_samples_per_second": 39.842,
|
24 |
+
"eval_steps_per_second": 4.98,
|
25 |
+
"eval_wer": 1.0,
|
26 |
+
"step": 100
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 2.27,
|
30 |
+
"eval_loss": 3.1406397819519043,
|
31 |
+
"eval_runtime": 6.687,
|
32 |
+
"eval_samples_per_second": 39.479,
|
33 |
+
"eval_steps_per_second": 4.935,
|
34 |
+
"eval_wer": 1.008097165991903,
|
35 |
+
"step": 150
|
36 |
+
},
|
37 |
+
{
|
38 |
+
"epoch": 3.03,
|
39 |
+
"eval_loss": 3.0505788326263428,
|
40 |
+
"eval_runtime": 6.6386,
|
41 |
+
"eval_samples_per_second": 39.767,
|
42 |
+
"eval_steps_per_second": 4.971,
|
43 |
+
"eval_wer": 1.2834008097165992,
|
44 |
+
"step": 200
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 3.78,
|
48 |
+
"eval_loss": 2.8735897541046143,
|
49 |
+
"eval_runtime": 6.5891,
|
50 |
+
"eval_samples_per_second": 40.066,
|
51 |
+
"eval_steps_per_second": 5.008,
|
52 |
+
"eval_wer": 1.0323886639676114,
|
53 |
+
"step": 250
|
54 |
+
},
|
55 |
+
{
|
56 |
+
"epoch": 4.54,
|
57 |
+
"eval_loss": 2.7715253829956055,
|
58 |
+
"eval_runtime": 6.6425,
|
59 |
+
"eval_samples_per_second": 39.744,
|
60 |
+
"eval_steps_per_second": 4.968,
|
61 |
+
"eval_wer": 1.1437246963562753,
|
62 |
+
"step": 300
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 5.3,
|
66 |
+
"eval_loss": 2.5352094173431396,
|
67 |
+
"eval_runtime": 6.6247,
|
68 |
+
"eval_samples_per_second": 39.851,
|
69 |
+
"eval_steps_per_second": 4.981,
|
70 |
+
"eval_wer": 1.0101214574898785,
|
71 |
+
"step": 350
|
72 |
+
},
|
73 |
+
{
|
74 |
+
"epoch": 6.06,
|
75 |
+
"eval_loss": 2.0723843574523926,
|
76 |
+
"eval_runtime": 6.6216,
|
77 |
+
"eval_samples_per_second": 39.869,
|
78 |
+
"eval_steps_per_second": 4.984,
|
79 |
+
"eval_wer": 1.0263157894736843,
|
80 |
+
"step": 400
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 6.81,
|
84 |
+
"eval_loss": 1.4460173845291138,
|
85 |
+
"eval_runtime": 6.6321,
|
86 |
+
"eval_samples_per_second": 39.806,
|
87 |
+
"eval_steps_per_second": 4.976,
|
88 |
+
"eval_wer": 0.9696356275303644,
|
89 |
+
"step": 450
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 7.57,
|
93 |
+
"learning_rate": 0.00016584269662921346,
|
94 |
+
"loss": 3.4597,
|
95 |
+
"step": 500
|
96 |
+
},
|
97 |
+
{
|
98 |
+
"epoch": 7.57,
|
99 |
+
"eval_loss": 1.1178003549575806,
|
100 |
+
"eval_runtime": 6.6144,
|
101 |
+
"eval_samples_per_second": 39.913,
|
102 |
+
"eval_steps_per_second": 4.989,
|
103 |
+
"eval_wer": 0.8461538461538461,
|
104 |
+
"step": 500
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 8.33,
|
108 |
+
"eval_loss": 0.950170636177063,
|
109 |
+
"eval_runtime": 6.8415,
|
110 |
+
"eval_samples_per_second": 38.588,
|
111 |
+
"eval_steps_per_second": 4.823,
|
112 |
+
"eval_wer": 0.8461538461538461,
|
113 |
+
"step": 550
|
114 |
+
},
|
115 |
+
{
|
116 |
+
"epoch": 9.09,
|
117 |
+
"eval_loss": 0.8674038052558899,
|
118 |
+
"eval_runtime": 6.727,
|
119 |
+
"eval_samples_per_second": 39.245,
|
120 |
+
"eval_steps_per_second": 4.906,
|
121 |
+
"eval_wer": 0.7894736842105263,
|
122 |
+
"step": 600
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 9.84,
|
126 |
+
"eval_loss": 0.7972543239593506,
|
127 |
+
"eval_runtime": 6.6391,
|
128 |
+
"eval_samples_per_second": 39.765,
|
129 |
+
"eval_steps_per_second": 4.971,
|
130 |
+
"eval_wer": 0.7692307692307693,
|
131 |
+
"step": 650
|
132 |
+
},
|
133 |
+
{
|
134 |
+
"epoch": 10.6,
|
135 |
+
"eval_loss": 0.7665630578994751,
|
136 |
+
"eval_runtime": 6.8502,
|
137 |
+
"eval_samples_per_second": 38.539,
|
138 |
+
"eval_steps_per_second": 4.817,
|
139 |
+
"eval_wer": 0.7753036437246964,
|
140 |
+
"step": 700
|
141 |
+
},
|
142 |
+
{
|
143 |
+
"epoch": 11.36,
|
144 |
+
"eval_loss": 0.7286367416381836,
|
145 |
+
"eval_runtime": 8.3531,
|
146 |
+
"eval_samples_per_second": 31.605,
|
147 |
+
"eval_steps_per_second": 3.951,
|
148 |
+
"eval_wer": 0.7530364372469636,
|
149 |
+
"step": 750
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 12.12,
|
153 |
+
"eval_loss": 0.7024735808372498,
|
154 |
+
"eval_runtime": 6.7477,
|
155 |
+
"eval_samples_per_second": 39.125,
|
156 |
+
"eval_steps_per_second": 4.891,
|
157 |
+
"eval_wer": 0.7307692307692307,
|
158 |
+
"step": 800
|
159 |
+
},
|
160 |
+
{
|
161 |
+
"epoch": 12.87,
|
162 |
+
"eval_loss": 0.6833031177520752,
|
163 |
+
"eval_runtime": 6.8878,
|
164 |
+
"eval_samples_per_second": 38.328,
|
165 |
+
"eval_steps_per_second": 4.791,
|
166 |
+
"eval_wer": 0.7348178137651822,
|
167 |
+
"step": 850
|
168 |
+
},
|
169 |
+
{
|
170 |
+
"epoch": 13.63,
|
171 |
+
"eval_loss": 0.669713020324707,
|
172 |
+
"eval_runtime": 6.7425,
|
173 |
+
"eval_samples_per_second": 39.154,
|
174 |
+
"eval_steps_per_second": 4.894,
|
175 |
+
"eval_wer": 0.7226720647773279,
|
176 |
+
"step": 900
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 14.39,
|
180 |
+
"eval_loss": 0.6649630069732666,
|
181 |
+
"eval_runtime": 6.8935,
|
182 |
+
"eval_samples_per_second": 38.297,
|
183 |
+
"eval_steps_per_second": 4.787,
|
184 |
+
"eval_wer": 0.7368421052631579,
|
185 |
+
"step": 950
|
186 |
+
},
|
187 |
+
{
|
188 |
+
"epoch": 14.99,
|
189 |
+
"step": 990,
|
190 |
+
"total_flos": 1.166783970335839e+18,
|
191 |
+
"train_loss": 2.406289642025726,
|
192 |
+
"train_runtime": 1161.5479,
|
193 |
+
"train_samples_per_second": 27.377,
|
194 |
+
"train_steps_per_second": 0.852
|
195 |
+
}
|
196 |
+
],
|
197 |
+
"max_steps": 990,
|
198 |
+
"num_train_epochs": 15,
|
199 |
+
"total_flos": 1.166783970335839e+18,
|
200 |
+
"trial_name": null,
|
201 |
+
"trial_params": null
|
202 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d0d4f9d359f70903c83f79948b43fd7be0a876462537b02758a5bf6e5045f305
|
3 |
+
size 2863
|
vocab.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"(": 1, ")": 2, ":": 3, ";": 4, "a": 5, "b": 6, "c": 7, "d": 8, "e": 9, "g": 10, "h": 11, "i": 12, "j": 13, "k": 14, "l": 15, "m": 16, "n": 17, "o": 18, "r": 19, "s": 20, "t": 21, "u": 22, "v": 23, "w": 24, "y": 25, "à": 26, "á": 27, "â": 28, "è": 29, "é": 30, "ê": 31, "ì": 32, "í": 33, "î": 34, "ò": 35, "ó": 36, "ô": 37, "ö": 38, "ù": 39, "ú": 40, "û": 41, "ā": 42, "ē": 43, "ě": 44, "ī": 45, "ō": 46, "ő": 47, "ū": 48, "ű": 49, "ǎ": 50, "ǐ": 51, "ǒ": 52, "ǔ": 53, "ɂ": 54, "̀": 55, "́": 56, "̂": 57, "̄": 58, "̋": 59, "̌": 60, "“": 61, "”": 62, "|": 0, "[UNK]": 63, "[PAD]": 64}
|