Upload folder using huggingface_hub

#18
by haeylee - opened
wav2vec2/general/04_wav2vec2-large-xlsr-53/all_results.json ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 30.0,
3
+ "eval_loss": 1.1102142333984375,
4
+ "eval_mse_0": 1.300345778465271,
5
+ "eval_mse_1": 0.9259709715843201,
6
+ "eval_mse_2": 0.9510735273361206,
7
+ "eval_mse_3": 1.2634648084640503,
8
+ "eval_pcc_0": 0.6777994746883352,
9
+ "eval_pcc_1": 0.7403602875553291,
10
+ "eval_pcc_2": 0.734112596978617,
11
+ "eval_pcc_3": 0.6938288542947668,
12
+ "eval_runtime": 103.2499,
13
+ "eval_samples": 2500,
14
+ "eval_samples_per_second": 24.213,
15
+ "eval_steps_per_second": 3.031,
16
+ "train_loss": 4.584553727707543,
17
+ "train_runtime": 9373.4294,
18
+ "train_samples": 2500,
19
+ "train_samples_per_second": 8.001,
20
+ "train_steps_per_second": 1.002
21
+ }
wav2vec2/general/04_wav2vec2-large-xlsr-53/args.json ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "batch_size": 4,
3
+ "model_name": "facebook/wav2vec2-large-xlsr-53",
4
+ "learning_rate": 1e-05,
5
+ "num_train_epochs": 30,
6
+ "save_dir": "./model_saved",
7
+ "freeze_feature_extractor": false,
8
+ "exp_name": "facebook/wav2vec2-large-xlsr-53_lr1e-05_epochs30_batch4",
9
+ "save_dir_path": "./model_saved/facebook/wav2vec2-large-xlsr-53_lr1e-05_epochs30_batch4",
10
+ "save_log_path": "./model_saved/logs/facebook/wav2vec2-large-xlsr-53_lr1e-05_epochs30_batch4"
11
+ }
wav2vec2/general/04_wav2vec2-large-xlsr-53/eval_results.json ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 30.0,
3
+ "eval_loss": 1.1102142333984375,
4
+ "eval_mse_0": 1.300345778465271,
5
+ "eval_mse_1": 0.9259709715843201,
6
+ "eval_mse_2": 0.9510735273361206,
7
+ "eval_mse_3": 1.2634648084640503,
8
+ "eval_pcc_0": 0.6777994746883352,
9
+ "eval_pcc_1": 0.7403602875553291,
10
+ "eval_pcc_2": 0.734112596978617,
11
+ "eval_pcc_3": 0.6938288542947668,
12
+ "eval_runtime": 103.2499,
13
+ "eval_samples": 2500,
14
+ "eval_samples_per_second": 24.213,
15
+ "eval_steps_per_second": 3.031
16
+ }
wav2vec2/general/04_wav2vec2-large-xlsr-53/finetuned_pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:28f4d3e0e6297e6136357296894edf4c60fb805df3395e109e6d7dfabc861485
3
+ size 1261942498
wav2vec2/general/04_wav2vec2-large-xlsr-53/model_weights.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:93e7fe9963c47ce2b7bd37acd6ac46d987218d8b73d7ba1616e3aa857bdc7e19
3
+ size 1261938154
wav2vec2/general/04_wav2vec2-large-xlsr-53/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
+ }
wav2vec2/general/04_wav2vec2-large-xlsr-53/train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 30.0,
3
+ "train_loss": 4.584553727707543,
4
+ "train_runtime": 9373.4294,
5
+ "train_samples": 2500,
6
+ "train_samples_per_second": 8.001,
7
+ "train_steps_per_second": 1.002
8
+ }
wav2vec2/general/04_wav2vec2-large-xlsr-53/trainer_args.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"output_dir": "./model_saved/facebook/wav2vec2-large-xlsr-53_lr1e-05_epochs30_batch4", "overwrite_output_dir": false, "do_train": false, "do_eval": true, "do_predict": false, "evaluation_strategy": "epoch", "prediction_loss_only": false, "per_device_train_batch_size": 4, "per_device_eval_batch_size": 4, "per_gpu_train_batch_size": null, "per_gpu_eval_batch_size": null, "gradient_accumulation_steps": 1, "eval_accumulation_steps": null, "eval_delay": 0, "learning_rate": 1e-05, "weight_decay": 0.0, "adam_beta1": 0.9, "adam_beta2": 0.999, "adam_epsilon": 1e-08, "max_grad_norm": 1.0, "num_train_epochs": 30, "max_steps": -1, "lr_scheduler_type": "linear", "lr_scheduler_kwargs": {}, "warmup_ratio": 0.0, "warmup_steps": 0, "log_level": "info", "log_level_replica": "warning", "log_on_each_node": true, "logging_dir": "./model_saved/logs/facebook/wav2vec2-large-xlsr-53_lr1e-05_epochs30_batch4", "logging_strategy": "steps", "logging_first_step": false, "logging_steps": 500, "logging_nan_inf_filter": true, "save_strategy": "epoch", "save_steps": 500, "save_total_limit": 3, "save_safetensors": true, "save_on_each_node": false, "save_only_model": false, "no_cuda": false, "use_cpu": false, "use_mps_device": false, "seed": 42, "data_seed": null, "jit_mode_eval": false, "use_ipex": false, "bf16": false, "fp16": false, "fp16_opt_level": "O1", "half_precision_backend": "auto", "bf16_full_eval": false, "fp16_full_eval": false, "tf32": null, "local_rank": 0, "ddp_backend": null, "tpu_num_cores": null, "tpu_metrics_debug": false, "debug": [], "dataloader_drop_last": false, "eval_steps": null, "dataloader_num_workers": 0, "past_index": -1, "run_name": "./model_saved/facebook/wav2vec2-large-xlsr-53_lr1e-05_epochs30_batch4", "disable_tqdm": false, "remove_unused_columns": true, "label_names": null, "load_best_model_at_end": false, "metric_for_best_model": null, "greater_is_better": null, "ignore_data_skip": false, "fsdp": [], "fsdp_min_num_params": 0, "fsdp_config": {"min_num_params": 0, "xla": false, "xla_fsdp_grad_ckpt": false}, "fsdp_transformer_layer_cls_to_wrap": null, "deepspeed": null, "label_smoothing_factor": 0.0, "optim": "adamw_torch", "optim_args": null, "adafactor": false, "group_by_length": false, "length_column_name": "length", "report_to": ["tensorboard"], "ddp_find_unused_parameters": null, "ddp_bucket_cap_mb": null, "ddp_broadcast_buffers": null, "dataloader_pin_memory": true, "dataloader_persistent_workers": false, "skip_memory_metrics": true, "use_legacy_prediction_loop": false, "push_to_hub": false, "resume_from_checkpoint": null, "hub_model_id": null, "hub_strategy": "every_save", "hub_token": "<HUB_TOKEN>", "hub_private_repo": false, "hub_always_push": false, "gradient_checkpointing": false, "gradient_checkpointing_kwargs": null, "include_inputs_for_metrics": false, "fp16_backend": "auto", "push_to_hub_model_id": null, "push_to_hub_organization": null, "push_to_hub_token": "<PUSH_TO_HUB_TOKEN>", "mp_parameters": "", "auto_find_batch_size": false, "full_determinism": false, "torchdynamo": null, "ray_scope": "last", "ddp_timeout": 1800, "torch_compile": false, "torch_compile_backend": null, "torch_compile_mode": null, "dispatch_batches": null, "split_batches": false, "include_tokens_per_second": false, "include_num_input_tokens_seen": false, "neftune_noise_alpha": null}
wav2vec2/general/04_wav2vec2-large-xlsr-53/trainer_state.json ADDED
@@ -0,0 +1,618 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 30.0,
5
+ "eval_steps": 500,
6
+ "global_step": 9390,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 1.0,
13
+ "eval_loss": 29.48062515258789,
14
+ "eval_mse_0": 31.272869110107422,
15
+ "eval_mse_1": 32.04246520996094,
16
+ "eval_mse_2": 28.461666107177734,
17
+ "eval_mse_3": 26.14558982849121,
18
+ "eval_pcc_0": -0.08348925884855081,
19
+ "eval_pcc_1": -0.04003254104540754,
20
+ "eval_pcc_2": 0.0015799618175948325,
21
+ "eval_pcc_3": 0.060467830215122045,
22
+ "eval_runtime": 104.2662,
23
+ "eval_samples_per_second": 23.977,
24
+ "eval_steps_per_second": 3.002,
25
+ "step": 313
26
+ },
27
+ {
28
+ "epoch": 1.6,
29
+ "learning_rate": 9.467518636847711e-06,
30
+ "loss": 37.2273,
31
+ "step": 500
32
+ },
33
+ {
34
+ "epoch": 2.0,
35
+ "eval_loss": 21.32883071899414,
36
+ "eval_mse_0": 22.96327018737793,
37
+ "eval_mse_1": 23.388599395751953,
38
+ "eval_mse_2": 20.36211585998535,
39
+ "eval_mse_3": 18.601360321044922,
40
+ "eval_pcc_0": -0.12864801639533566,
41
+ "eval_pcc_1": 0.004133179441105468,
42
+ "eval_pcc_2": 0.09341955507374462,
43
+ "eval_pcc_3": 0.15948176277527407,
44
+ "eval_runtime": 103.9723,
45
+ "eval_samples_per_second": 24.045,
46
+ "eval_steps_per_second": 3.01,
47
+ "step": 626
48
+ },
49
+ {
50
+ "epoch": 3.0,
51
+ "eval_loss": 14.942333221435547,
52
+ "eval_mse_0": 16.128910064697266,
53
+ "eval_mse_1": 16.607114791870117,
54
+ "eval_mse_2": 14.262101173400879,
55
+ "eval_mse_3": 12.771198272705078,
56
+ "eval_pcc_0": -0.16509559379249572,
57
+ "eval_pcc_1": -0.0012119818760096637,
58
+ "eval_pcc_2": 0.09138206939933055,
59
+ "eval_pcc_3": 0.19447889800931337,
60
+ "eval_runtime": 103.7575,
61
+ "eval_samples_per_second": 24.095,
62
+ "eval_steps_per_second": 3.017,
63
+ "step": 939
64
+ },
65
+ {
66
+ "epoch": 3.19,
67
+ "learning_rate": 8.935037273695422e-06,
68
+ "loss": 19.1332,
69
+ "step": 1000
70
+ },
71
+ {
72
+ "epoch": 4.0,
73
+ "eval_loss": 9.814934730529785,
74
+ "eval_mse_0": 10.885748863220215,
75
+ "eval_mse_1": 10.806282043457031,
76
+ "eval_mse_2": 9.166678428649902,
77
+ "eval_mse_3": 8.401002883911133,
78
+ "eval_pcc_0": -0.17889353942560188,
79
+ "eval_pcc_1": -0.002586089965758078,
80
+ "eval_pcc_2": 0.1002958922843348,
81
+ "eval_pcc_3": 0.23195523314626035,
82
+ "eval_runtime": 103.641,
83
+ "eval_samples_per_second": 24.122,
84
+ "eval_steps_per_second": 3.02,
85
+ "step": 1252
86
+ },
87
+ {
88
+ "epoch": 4.79,
89
+ "learning_rate": 8.402555910543132e-06,
90
+ "loss": 10.2614,
91
+ "step": 1500
92
+ },
93
+ {
94
+ "epoch": 5.0,
95
+ "eval_loss": 6.014290809631348,
96
+ "eval_mse_0": 6.680140018463135,
97
+ "eval_mse_1": 6.539836883544922,
98
+ "eval_mse_2": 5.611788272857666,
99
+ "eval_mse_3": 5.2253851890563965,
100
+ "eval_pcc_0": -0.20418440362083937,
101
+ "eval_pcc_1": 0.006822327950545405,
102
+ "eval_pcc_2": 0.12720786496979497,
103
+ "eval_pcc_3": 0.28426560571877063,
104
+ "eval_runtime": 103.9129,
105
+ "eval_samples_per_second": 24.059,
106
+ "eval_steps_per_second": 3.012,
107
+ "step": 1565
108
+ },
109
+ {
110
+ "epoch": 6.0,
111
+ "eval_loss": 3.578256368637085,
112
+ "eval_mse_0": 3.8817176818847656,
113
+ "eval_mse_1": 3.725835084915161,
114
+ "eval_mse_2": 3.3175008296966553,
115
+ "eval_mse_3": 3.3879613876342773,
116
+ "eval_pcc_0": -0.24237524793577941,
117
+ "eval_pcc_1": 0.03235253453764589,
118
+ "eval_pcc_2": 0.18216709026288375,
119
+ "eval_pcc_3": 0.31697599999502046,
120
+ "eval_runtime": 105.7367,
121
+ "eval_samples_per_second": 23.644,
122
+ "eval_steps_per_second": 2.96,
123
+ "step": 1878
124
+ },
125
+ {
126
+ "epoch": 6.39,
127
+ "learning_rate": 7.870074547390843e-06,
128
+ "loss": 4.7727,
129
+ "step": 2000
130
+ },
131
+ {
132
+ "epoch": 7.0,
133
+ "eval_loss": 2.5374279022216797,
134
+ "eval_mse_0": 2.734276056289673,
135
+ "eval_mse_1": 2.424797773361206,
136
+ "eval_mse_2": 2.3647007942199707,
137
+ "eval_mse_3": 2.625938892364502,
138
+ "eval_pcc_0": 0.021652421676032894,
139
+ "eval_pcc_1": 0.3507251184924505,
140
+ "eval_pcc_2": 0.3567842812827622,
141
+ "eval_pcc_3": 0.3031478275837113,
142
+ "eval_runtime": 103.3396,
143
+ "eval_samples_per_second": 24.192,
144
+ "eval_steps_per_second": 3.029,
145
+ "step": 2191
146
+ },
147
+ {
148
+ "epoch": 7.99,
149
+ "learning_rate": 7.337593184238552e-06,
150
+ "loss": 2.8067,
151
+ "step": 2500
152
+ },
153
+ {
154
+ "epoch": 8.0,
155
+ "eval_loss": 1.9842586517333984,
156
+ "eval_mse_0": 2.2052202224731445,
157
+ "eval_mse_1": 1.8447641134262085,
158
+ "eval_mse_2": 1.791135549545288,
159
+ "eval_mse_3": 2.0959103107452393,
160
+ "eval_pcc_0": 0.4112929332030625,
161
+ "eval_pcc_1": 0.4819114390723601,
162
+ "eval_pcc_2": 0.4725691307262309,
163
+ "eval_pcc_3": 0.4250141547214324,
164
+ "eval_runtime": 117.1876,
165
+ "eval_samples_per_second": 21.333,
166
+ "eval_steps_per_second": 2.671,
167
+ "step": 2504
168
+ },
169
+ {
170
+ "epoch": 9.0,
171
+ "eval_loss": 1.9050112962722778,
172
+ "eval_mse_0": 2.1362385749816895,
173
+ "eval_mse_1": 1.7471226453781128,
174
+ "eval_mse_2": 1.7217806577682495,
175
+ "eval_mse_3": 2.0149059295654297,
176
+ "eval_pcc_0": 0.5466691251652571,
177
+ "eval_pcc_1": 0.6259952510823394,
178
+ "eval_pcc_2": 0.6075320781951222,
179
+ "eval_pcc_3": 0.5583607341330287,
180
+ "eval_runtime": 103.3439,
181
+ "eval_samples_per_second": 24.191,
182
+ "eval_steps_per_second": 3.029,
183
+ "step": 2817
184
+ },
185
+ {
186
+ "epoch": 9.58,
187
+ "learning_rate": 6.805111821086262e-06,
188
+ "loss": 1.5812,
189
+ "step": 3000
190
+ },
191
+ {
192
+ "epoch": 10.0,
193
+ "eval_loss": 1.4377869367599487,
194
+ "eval_mse_0": 1.5750318765640259,
195
+ "eval_mse_1": 1.290162444114685,
196
+ "eval_mse_2": 1.320298433303833,
197
+ "eval_mse_3": 1.5656533241271973,
198
+ "eval_pcc_0": 0.5842444122064793,
199
+ "eval_pcc_1": 0.6188469307626774,
200
+ "eval_pcc_2": 0.60568872815338,
201
+ "eval_pcc_3": 0.5920543382653574,
202
+ "eval_runtime": 103.3809,
203
+ "eval_samples_per_second": 24.182,
204
+ "eval_steps_per_second": 3.028,
205
+ "step": 3130
206
+ },
207
+ {
208
+ "epoch": 11.0,
209
+ "eval_loss": 1.3998726606369019,
210
+ "eval_mse_0": 1.5468039512634277,
211
+ "eval_mse_1": 1.2422865629196167,
212
+ "eval_mse_2": 1.2697590589523315,
213
+ "eval_mse_3": 1.540640950202942,
214
+ "eval_pcc_0": 0.5993742486631796,
215
+ "eval_pcc_1": 0.6440673405121531,
216
+ "eval_pcc_2": 0.6293972374584682,
217
+ "eval_pcc_3": 0.609186902345253,
218
+ "eval_runtime": 105.7228,
219
+ "eval_samples_per_second": 23.647,
220
+ "eval_steps_per_second": 2.961,
221
+ "step": 3443
222
+ },
223
+ {
224
+ "epoch": 11.18,
225
+ "learning_rate": 6.272630457933972e-06,
226
+ "loss": 1.1333,
227
+ "step": 3500
228
+ },
229
+ {
230
+ "epoch": 12.0,
231
+ "eval_loss": 1.3556146621704102,
232
+ "eval_mse_0": 1.5296919345855713,
233
+ "eval_mse_1": 1.1753407716751099,
234
+ "eval_mse_2": 1.2059593200683594,
235
+ "eval_mse_3": 1.5114721059799194,
236
+ "eval_pcc_0": 0.6197528729430607,
237
+ "eval_pcc_1": 0.6799155062204314,
238
+ "eval_pcc_2": 0.6635161582379111,
239
+ "eval_pcc_3": 0.6334718322205765,
240
+ "eval_runtime": 105.4507,
241
+ "eval_samples_per_second": 23.708,
242
+ "eval_steps_per_second": 2.968,
243
+ "step": 3756
244
+ },
245
+ {
246
+ "epoch": 12.78,
247
+ "learning_rate": 5.7401490947816826e-06,
248
+ "loss": 1.026,
249
+ "step": 4000
250
+ },
251
+ {
252
+ "epoch": 13.0,
253
+ "eval_loss": 1.3342180252075195,
254
+ "eval_mse_0": 1.5140894651412964,
255
+ "eval_mse_1": 1.1469612121582031,
256
+ "eval_mse_2": 1.1835734844207764,
257
+ "eval_mse_3": 1.4922492504119873,
258
+ "eval_pcc_0": 0.6254659855462396,
259
+ "eval_pcc_1": 0.6879909438962969,
260
+ "eval_pcc_2": 0.6712505969943322,
261
+ "eval_pcc_3": 0.6395287470475582,
262
+ "eval_runtime": 103.2952,
263
+ "eval_samples_per_second": 24.202,
264
+ "eval_steps_per_second": 3.03,
265
+ "step": 4069
266
+ },
267
+ {
268
+ "epoch": 14.0,
269
+ "eval_loss": 1.2216848134994507,
270
+ "eval_mse_0": 1.40347158908844,
271
+ "eval_mse_1": 1.033221960067749,
272
+ "eval_mse_2": 1.0728341341018677,
273
+ "eval_mse_3": 1.377209186553955,
274
+ "eval_pcc_0": 0.6504170742592248,
275
+ "eval_pcc_1": 0.7224303171256191,
276
+ "eval_pcc_2": 0.7059273251350722,
277
+ "eval_pcc_3": 0.6679999110866284,
278
+ "eval_runtime": 103.6001,
279
+ "eval_samples_per_second": 24.131,
280
+ "eval_steps_per_second": 3.021,
281
+ "step": 4382
282
+ },
283
+ {
284
+ "epoch": 14.38,
285
+ "learning_rate": 5.207667731629393e-06,
286
+ "loss": 0.9386,
287
+ "step": 4500
288
+ },
289
+ {
290
+ "epoch": 15.0,
291
+ "eval_loss": 1.220943808555603,
292
+ "eval_mse_0": 1.4017589092254639,
293
+ "eval_mse_1": 1.0271387100219727,
294
+ "eval_mse_2": 1.0790061950683594,
295
+ "eval_mse_3": 1.3758708238601685,
296
+ "eval_pcc_0": 0.6439368843331765,
297
+ "eval_pcc_1": 0.70363171194862,
298
+ "eval_pcc_2": 0.6910382175221099,
299
+ "eval_pcc_3": 0.6595646274128306,
300
+ "eval_runtime": 103.5737,
301
+ "eval_samples_per_second": 24.137,
302
+ "eval_steps_per_second": 3.022,
303
+ "step": 4695
304
+ },
305
+ {
306
+ "epoch": 15.97,
307
+ "learning_rate": 4.675186368477103e-06,
308
+ "loss": 0.8798,
309
+ "step": 5000
310
+ },
311
+ {
312
+ "epoch": 16.0,
313
+ "eval_loss": 1.1899038553237915,
314
+ "eval_mse_0": 1.3757344484329224,
315
+ "eval_mse_1": 0.9901683330535889,
316
+ "eval_mse_2": 1.0416737794876099,
317
+ "eval_mse_3": 1.3520385026931763,
318
+ "eval_pcc_0": 0.6480082694379368,
319
+ "eval_pcc_1": 0.7185886261923966,
320
+ "eval_pcc_2": 0.705645477771616,
321
+ "eval_pcc_3": 0.6621958424970085,
322
+ "eval_runtime": 103.5232,
323
+ "eval_samples_per_second": 24.149,
324
+ "eval_steps_per_second": 3.023,
325
+ "step": 5008
326
+ },
327
+ {
328
+ "epoch": 17.0,
329
+ "eval_loss": 1.1628706455230713,
330
+ "eval_mse_0": 1.339377760887146,
331
+ "eval_mse_1": 0.9829075932502747,
332
+ "eval_mse_2": 1.0229181051254272,
333
+ "eval_mse_3": 1.3062775135040283,
334
+ "eval_pcc_0": 0.6684167206374737,
335
+ "eval_pcc_1": 0.7313327183222039,
336
+ "eval_pcc_2": 0.7186746702309494,
337
+ "eval_pcc_3": 0.6856865996707525,
338
+ "eval_runtime": 103.3554,
339
+ "eval_samples_per_second": 24.188,
340
+ "eval_steps_per_second": 3.028,
341
+ "step": 5321
342
+ },
343
+ {
344
+ "epoch": 17.57,
345
+ "learning_rate": 4.142705005324814e-06,
346
+ "loss": 0.8156,
347
+ "step": 5500
348
+ },
349
+ {
350
+ "epoch": 18.0,
351
+ "eval_loss": 1.1664289236068726,
352
+ "eval_mse_0": 1.3484947681427002,
353
+ "eval_mse_1": 0.9774221777915955,
354
+ "eval_mse_2": 1.022895097732544,
355
+ "eval_mse_3": 1.3169026374816895,
356
+ "eval_pcc_0": 0.6608126319390462,
357
+ "eval_pcc_1": 0.7233643011607868,
358
+ "eval_pcc_2": 0.7130517071133878,
359
+ "eval_pcc_3": 0.6759306695914103,
360
+ "eval_runtime": 103.4115,
361
+ "eval_samples_per_second": 24.175,
362
+ "eval_steps_per_second": 3.027,
363
+ "step": 5634
364
+ },
365
+ {
366
+ "epoch": 19.0,
367
+ "eval_loss": 1.158392310142517,
368
+ "eval_mse_0": 1.3430798053741455,
369
+ "eval_mse_1": 0.9706255793571472,
370
+ "eval_mse_2": 1.009826421737671,
371
+ "eval_mse_3": 1.3100383281707764,
372
+ "eval_pcc_0": 0.6609116578882971,
373
+ "eval_pcc_1": 0.7234905650415229,
374
+ "eval_pcc_2": 0.7152285264542161,
375
+ "eval_pcc_3": 0.6774303313647904,
376
+ "eval_runtime": 103.4762,
377
+ "eval_samples_per_second": 24.16,
378
+ "eval_steps_per_second": 3.025,
379
+ "step": 5947
380
+ },
381
+ {
382
+ "epoch": 19.17,
383
+ "learning_rate": 3.6102236421725247e-06,
384
+ "loss": 0.7791,
385
+ "step": 6000
386
+ },
387
+ {
388
+ "epoch": 20.0,
389
+ "eval_loss": 1.2137898206710815,
390
+ "eval_mse_0": 1.3869863748550415,
391
+ "eval_mse_1": 1.0376452207565308,
392
+ "eval_mse_2": 1.0630606412887573,
393
+ "eval_mse_3": 1.367468237876892,
394
+ "eval_pcc_0": 0.671223664374611,
395
+ "eval_pcc_1": 0.7296995396126853,
396
+ "eval_pcc_2": 0.7184645079132502,
397
+ "eval_pcc_3": 0.6848698514823143,
398
+ "eval_runtime": 103.204,
399
+ "eval_samples_per_second": 24.224,
400
+ "eval_steps_per_second": 3.033,
401
+ "step": 6260
402
+ },
403
+ {
404
+ "epoch": 20.77,
405
+ "learning_rate": 3.0777422790202343e-06,
406
+ "loss": 0.7494,
407
+ "step": 6500
408
+ },
409
+ {
410
+ "epoch": 21.0,
411
+ "eval_loss": 1.149962067604065,
412
+ "eval_mse_0": 1.3435007333755493,
413
+ "eval_mse_1": 0.9603984355926514,
414
+ "eval_mse_2": 0.9895905256271362,
415
+ "eval_mse_3": 1.3063606023788452,
416
+ "eval_pcc_0": 0.6659741064035469,
417
+ "eval_pcc_1": 0.7303960153214181,
418
+ "eval_pcc_2": 0.7229437031721411,
419
+ "eval_pcc_3": 0.6833562737913119,
420
+ "eval_runtime": 116.7811,
421
+ "eval_samples_per_second": 21.408,
422
+ "eval_steps_per_second": 2.68,
423
+ "step": 6573
424
+ },
425
+ {
426
+ "epoch": 22.0,
427
+ "eval_loss": 1.1154183149337769,
428
+ "eval_mse_0": 1.2975062131881714,
429
+ "eval_mse_1": 0.9375330209732056,
430
+ "eval_mse_2": 0.9623301029205322,
431
+ "eval_mse_3": 1.2643015384674072,
432
+ "eval_pcc_0": 0.6762961715791589,
433
+ "eval_pcc_1": 0.7384515615537666,
434
+ "eval_pcc_2": 0.731195885866825,
435
+ "eval_pcc_3": 0.6918370903882262,
436
+ "eval_runtime": 103.752,
437
+ "eval_samples_per_second": 24.096,
438
+ "eval_steps_per_second": 3.017,
439
+ "step": 6886
440
+ },
441
+ {
442
+ "epoch": 22.36,
443
+ "learning_rate": 2.5452609158679447e-06,
444
+ "loss": 0.74,
445
+ "step": 7000
446
+ },
447
+ {
448
+ "epoch": 23.0,
449
+ "eval_loss": 1.1504240036010742,
450
+ "eval_mse_0": 1.3454455137252808,
451
+ "eval_mse_1": 0.9566214680671692,
452
+ "eval_mse_2": 0.9950514435768127,
453
+ "eval_mse_3": 1.3045768737792969,
454
+ "eval_pcc_0": 0.671265096224608,
455
+ "eval_pcc_1": 0.733263906808681,
456
+ "eval_pcc_2": 0.7259107609877767,
457
+ "eval_pcc_3": 0.6885179962248028,
458
+ "eval_runtime": 104.0706,
459
+ "eval_samples_per_second": 24.022,
460
+ "eval_steps_per_second": 3.008,
461
+ "step": 7199
462
+ },
463
+ {
464
+ "epoch": 23.96,
465
+ "learning_rate": 2.012779552715655e-06,
466
+ "loss": 0.7048,
467
+ "step": 7500
468
+ },
469
+ {
470
+ "epoch": 24.0,
471
+ "eval_loss": 1.1274595260620117,
472
+ "eval_mse_0": 1.3226953744888306,
473
+ "eval_mse_1": 0.9358940720558167,
474
+ "eval_mse_2": 0.9675228595733643,
475
+ "eval_mse_3": 1.2837238311767578,
476
+ "eval_pcc_0": 0.6714557684619334,
477
+ "eval_pcc_1": 0.7357064210857507,
478
+ "eval_pcc_2": 0.7288246059502826,
479
+ "eval_pcc_3": 0.6882257488392003,
480
+ "eval_runtime": 104.3332,
481
+ "eval_samples_per_second": 23.962,
482
+ "eval_steps_per_second": 3.0,
483
+ "step": 7512
484
+ },
485
+ {
486
+ "epoch": 25.0,
487
+ "eval_loss": 1.1339956521987915,
488
+ "eval_mse_0": 1.3245481252670288,
489
+ "eval_mse_1": 0.9518030285835266,
490
+ "eval_mse_2": 0.9733080863952637,
491
+ "eval_mse_3": 1.2863205671310425,
492
+ "eval_pcc_0": 0.6751053913981643,
493
+ "eval_pcc_1": 0.7363722326056987,
494
+ "eval_pcc_2": 0.7299172130976476,
495
+ "eval_pcc_3": 0.6916100402899884,
496
+ "eval_runtime": 103.6638,
497
+ "eval_samples_per_second": 24.116,
498
+ "eval_steps_per_second": 3.019,
499
+ "step": 7825
500
+ },
501
+ {
502
+ "epoch": 25.56,
503
+ "learning_rate": 1.4802981895633654e-06,
504
+ "loss": 0.6939,
505
+ "step": 8000
506
+ },
507
+ {
508
+ "epoch": 26.0,
509
+ "eval_loss": 1.114972710609436,
510
+ "eval_mse_0": 1.2987273931503296,
511
+ "eval_mse_1": 0.9326446056365967,
512
+ "eval_mse_2": 0.9586025476455688,
513
+ "eval_mse_3": 1.26991605758667,
514
+ "eval_pcc_0": 0.6743901217015863,
515
+ "eval_pcc_1": 0.7370162247563452,
516
+ "eval_pcc_2": 0.7308884121679787,
517
+ "eval_pcc_3": 0.6884115562740506,
518
+ "eval_runtime": 103.678,
519
+ "eval_samples_per_second": 24.113,
520
+ "eval_steps_per_second": 3.019,
521
+ "step": 8138
522
+ },
523
+ {
524
+ "epoch": 27.0,
525
+ "eval_loss": 1.126800775527954,
526
+ "eval_mse_0": 1.3192001581192017,
527
+ "eval_mse_1": 0.9408150315284729,
528
+ "eval_mse_2": 0.9656740427017212,
529
+ "eval_mse_3": 1.2815163135528564,
530
+ "eval_pcc_0": 0.6745028054239061,
531
+ "eval_pcc_1": 0.73600635101214,
532
+ "eval_pcc_2": 0.7301546441130771,
533
+ "eval_pcc_3": 0.6904624304016813,
534
+ "eval_runtime": 104.1074,
535
+ "eval_samples_per_second": 24.014,
536
+ "eval_steps_per_second": 3.007,
537
+ "step": 8451
538
+ },
539
+ {
540
+ "epoch": 27.16,
541
+ "learning_rate": 9.478168264110757e-07,
542
+ "loss": 0.6799,
543
+ "step": 8500
544
+ },
545
+ {
546
+ "epoch": 28.0,
547
+ "eval_loss": 1.1090683937072754,
548
+ "eval_mse_0": 1.2988332509994507,
549
+ "eval_mse_1": 0.9247996211051941,
550
+ "eval_mse_2": 0.949560821056366,
551
+ "eval_mse_3": 1.263079047203064,
552
+ "eval_pcc_0": 0.677393953948572,
553
+ "eval_pcc_1": 0.7403779066820911,
554
+ "eval_pcc_2": 0.7343050385077743,
555
+ "eval_pcc_3": 0.6932718324632897,
556
+ "eval_runtime": 103.4815,
557
+ "eval_samples_per_second": 24.159,
558
+ "eval_steps_per_second": 3.025,
559
+ "step": 8764
560
+ },
561
+ {
562
+ "epoch": 28.75,
563
+ "learning_rate": 4.1533546325878595e-07,
564
+ "loss": 0.658,
565
+ "step": 9000
566
+ },
567
+ {
568
+ "epoch": 29.0,
569
+ "eval_loss": 1.1132829189300537,
570
+ "eval_mse_0": 1.3016014099121094,
571
+ "eval_mse_1": 0.9308465123176575,
572
+ "eval_mse_2": 0.954430341720581,
573
+ "eval_mse_3": 1.2662545442581177,
574
+ "eval_pcc_0": 0.677941106410012,
575
+ "eval_pcc_1": 0.7398917664055931,
576
+ "eval_pcc_2": 0.7335815009939871,
577
+ "eval_pcc_3": 0.6937071545786477,
578
+ "eval_runtime": 103.8629,
579
+ "eval_samples_per_second": 24.07,
580
+ "eval_steps_per_second": 3.014,
581
+ "step": 9077
582
+ },
583
+ {
584
+ "epoch": 30.0,
585
+ "eval_loss": 1.1102142333984375,
586
+ "eval_mse_0": 1.300345778465271,
587
+ "eval_mse_1": 0.9259709715843201,
588
+ "eval_mse_2": 0.9510735273361206,
589
+ "eval_mse_3": 1.2634648084640503,
590
+ "eval_pcc_0": 0.6777994746883352,
591
+ "eval_pcc_1": 0.7403602875553291,
592
+ "eval_pcc_2": 0.734112596978617,
593
+ "eval_pcc_3": 0.6938288542947668,
594
+ "eval_runtime": 103.4219,
595
+ "eval_samples_per_second": 24.173,
596
+ "eval_steps_per_second": 3.026,
597
+ "step": 9390
598
+ },
599
+ {
600
+ "epoch": 30.0,
601
+ "step": 9390,
602
+ "total_flos": 0.0,
603
+ "train_loss": 4.584553727707543,
604
+ "train_runtime": 9373.4294,
605
+ "train_samples_per_second": 8.001,
606
+ "train_steps_per_second": 1.002
607
+ }
608
+ ],
609
+ "logging_steps": 500,
610
+ "max_steps": 9390,
611
+ "num_input_tokens_seen": 0,
612
+ "num_train_epochs": 30,
613
+ "save_steps": 500,
614
+ "total_flos": 0.0,
615
+ "train_batch_size": 8,
616
+ "trial_name": null,
617
+ "trial_params": null
618
+ }
wav2vec2/general/04_wav2vec2-large-xlsr-53/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:04b3a235caa048a9606671d6588e1975f5b042dfee416bc57168be8c8d3a419e
3
+ size 4792