Delete checkpoint-10320
Browse files- checkpoint-10320/config.json +0 -82
- checkpoint-10320/model.safetensors +0 -3
- checkpoint-10320/optimizer.pt +0 -3
- checkpoint-10320/preprocessor_config.json +0 -11
- checkpoint-10320/rng_state.pth +0 -3
- checkpoint-10320/scheduler.pt +0 -3
- checkpoint-10320/trainer_state.json +0 -722
- checkpoint-10320/training_args.bin +0 -3
checkpoint-10320/config.json
DELETED
@@ -1,82 +0,0 @@
|
|
1 |
-
{
|
2 |
-
"_name_or_path": "facebook/w2v-bert-2.0",
|
3 |
-
"activation_dropout": 0.0,
|
4 |
-
"adapter_act": "relu",
|
5 |
-
"adapter_kernel_size": 3,
|
6 |
-
"adapter_stride": 2,
|
7 |
-
"add_adapter": true,
|
8 |
-
"apply_spec_augment": false,
|
9 |
-
"architectures": [
|
10 |
-
"Wav2Vec2BertForCTC"
|
11 |
-
],
|
12 |
-
"attention_dropout": 0.0,
|
13 |
-
"bos_token_id": 1,
|
14 |
-
"classifier_proj_size": 768,
|
15 |
-
"codevector_dim": 768,
|
16 |
-
"conformer_conv_dropout": 0.1,
|
17 |
-
"contrastive_logits_temperature": 0.1,
|
18 |
-
"conv_depthwise_kernel_size": 31,
|
19 |
-
"ctc_loss_reduction": "mean",
|
20 |
-
"ctc_zero_infinity": true,
|
21 |
-
"diversity_loss_weight": 0.1,
|
22 |
-
"eos_token_id": 2,
|
23 |
-
"feat_proj_dropout": 0.0,
|
24 |
-
"feat_quantizer_dropout": 0.0,
|
25 |
-
"feature_projection_input_dim": 160,
|
26 |
-
"final_dropout": 0.1,
|
27 |
-
"hidden_act": "swish",
|
28 |
-
"hidden_dropout": 0.0,
|
29 |
-
"hidden_size": 1024,
|
30 |
-
"initializer_range": 0.02,
|
31 |
-
"intermediate_size": 4096,
|
32 |
-
"layer_norm_eps": 1e-05,
|
33 |
-
"layerdrop": 0.0,
|
34 |
-
"left_max_position_embeddings": 64,
|
35 |
-
"mask_feature_length": 10,
|
36 |
-
"mask_feature_min_masks": 0,
|
37 |
-
"mask_feature_prob": 0.0,
|
38 |
-
"mask_time_length": 10,
|
39 |
-
"mask_time_min_masks": 2,
|
40 |
-
"mask_time_prob": 0.0,
|
41 |
-
"max_source_positions": 5000,
|
42 |
-
"model_type": "wav2vec2-bert",
|
43 |
-
"num_adapter_layers": 1,
|
44 |
-
"num_attention_heads": 16,
|
45 |
-
"num_codevector_groups": 2,
|
46 |
-
"num_codevectors_per_group": 320,
|
47 |
-
"num_hidden_layers": 24,
|
48 |
-
"num_negatives": 100,
|
49 |
-
"output_hidden_size": 1024,
|
50 |
-
"pad_token_id": 43,
|
51 |
-
"position_embeddings_type": "relative_key",
|
52 |
-
"proj_codevector_dim": 768,
|
53 |
-
"right_max_position_embeddings": 8,
|
54 |
-
"rotary_embedding_base": 10000,
|
55 |
-
"tdnn_dilation": [
|
56 |
-
1,
|
57 |
-
2,
|
58 |
-
3,
|
59 |
-
1,
|
60 |
-
1
|
61 |
-
],
|
62 |
-
"tdnn_dim": [
|
63 |
-
512,
|
64 |
-
512,
|
65 |
-
512,
|
66 |
-
512,
|
67 |
-
1500
|
68 |
-
],
|
69 |
-
"tdnn_kernel": [
|
70 |
-
5,
|
71 |
-
3,
|
72 |
-
3,
|
73 |
-
1,
|
74 |
-
1
|
75 |
-
],
|
76 |
-
"torch_dtype": "float32",
|
77 |
-
"transformers_version": "4.46.0",
|
78 |
-
"use_intermediate_ffn_before_adapter": false,
|
79 |
-
"use_weighted_layer_sum": false,
|
80 |
-
"vocab_size": 46,
|
81 |
-
"xvector_output_dim": 512
|
82 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-10320/model.safetensors
DELETED
@@ -1,3 +0,0 @@
|
|
1 |
-
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:1925a2e889ef16b97cd8d1cc56a66e50429169f33cecce27e249a158ec3ee406
|
3 |
-
size 2423003160
|
|
|
|
|
|
|
|
checkpoint-10320/optimizer.pt
DELETED
@@ -1,3 +0,0 @@
|
|
1 |
-
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:68ecdf5f81ac569f394f797c183b6b35161cc1f842769f09bbf3b8ad2323bd16
|
3 |
-
size 4846467050
|
|
|
|
|
|
|
|
checkpoint-10320/preprocessor_config.json
DELETED
@@ -1,11 +0,0 @@
|
|
1 |
-
{
|
2 |
-
"feature_extractor_type": "SeamlessM4TFeatureExtractor",
|
3 |
-
"feature_size": 80,
|
4 |
-
"num_mel_bins": 80,
|
5 |
-
"padding_side": "right",
|
6 |
-
"padding_value": 1,
|
7 |
-
"processor_class": "Wav2Vec2BertProcessor",
|
8 |
-
"return_attention_mask": true,
|
9 |
-
"sampling_rate": 16000,
|
10 |
-
"stride": 2
|
11 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-10320/rng_state.pth
DELETED
@@ -1,3 +0,0 @@
|
|
1 |
-
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:1d6e632e140f1788f1cc642788690a4880d05e2fc879a3afd6953e4db72ad829
|
3 |
-
size 14244
|
|
|
|
|
|
|
|
checkpoint-10320/scheduler.pt
DELETED
@@ -1,3 +0,0 @@
|
|
1 |
-
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:35b395e35a2ccbb55c6f79fc000cb85a63ccbbbd01109b7470be279d333abbed
|
3 |
-
size 1064
|
|
|
|
|
|
|
|
checkpoint-10320/trainer_state.json
DELETED
@@ -1,722 +0,0 @@
|
|
1 |
-
{
|
2 |
-
"best_metric": 0.3968443700693282,
|
3 |
-
"best_model_checkpoint": "w2v-bert-2.0-CV_Fleurs-lg-5hrs-v4/checkpoint-8514",
|
4 |
-
"epoch": 40.0,
|
5 |
-
"eval_steps": 500,
|
6 |
-
"global_step": 10320,
|
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 |
-
"grad_norm": 11.246596336364746,
|
14 |
-
"learning_rate": 5.1200000000000004e-05,
|
15 |
-
"loss": 1.9959,
|
16 |
-
"step": 258
|
17 |
-
},
|
18 |
-
{
|
19 |
-
"epoch": 1.0,
|
20 |
-
"eval_cer": 0.13379445701894616,
|
21 |
-
"eval_loss": 0.5475470423698425,
|
22 |
-
"eval_runtime": 29.6601,
|
23 |
-
"eval_samples_per_second": 27.849,
|
24 |
-
"eval_steps_per_second": 6.979,
|
25 |
-
"eval_wer": 0.6078173559646187,
|
26 |
-
"step": 258
|
27 |
-
},
|
28 |
-
{
|
29 |
-
"epoch": 2.0,
|
30 |
-
"grad_norm": 1.1338785886764526,
|
31 |
-
"learning_rate": 9.994466403162056e-05,
|
32 |
-
"loss": 0.5447,
|
33 |
-
"step": 516
|
34 |
-
},
|
35 |
-
{
|
36 |
-
"epoch": 2.0,
|
37 |
-
"eval_cer": 0.1309612371199291,
|
38 |
-
"eval_loss": 0.5649892687797546,
|
39 |
-
"eval_runtime": 29.1014,
|
40 |
-
"eval_samples_per_second": 28.384,
|
41 |
-
"eval_steps_per_second": 7.113,
|
42 |
-
"eval_wer": 0.5978962467128854,
|
43 |
-
"step": 516
|
44 |
-
},
|
45 |
-
{
|
46 |
-
"epoch": 3.0,
|
47 |
-
"grad_norm": 5.585188388824463,
|
48 |
-
"learning_rate": 9.892490118577076e-05,
|
49 |
-
"loss": 0.4574,
|
50 |
-
"step": 774
|
51 |
-
},
|
52 |
-
{
|
53 |
-
"epoch": 3.0,
|
54 |
-
"eval_cer": 0.11218917678342487,
|
55 |
-
"eval_loss": 0.45441317558288574,
|
56 |
-
"eval_runtime": 29.5398,
|
57 |
-
"eval_samples_per_second": 27.962,
|
58 |
-
"eval_steps_per_second": 7.007,
|
59 |
-
"eval_wer": 0.5168539325842697,
|
60 |
-
"step": 774
|
61 |
-
},
|
62 |
-
{
|
63 |
-
"epoch": 4.0,
|
64 |
-
"grad_norm": 3.5034706592559814,
|
65 |
-
"learning_rate": 9.790513833992096e-05,
|
66 |
-
"loss": 0.3712,
|
67 |
-
"step": 1032
|
68 |
-
},
|
69 |
-
{
|
70 |
-
"epoch": 4.0,
|
71 |
-
"eval_cer": 0.10859621076623562,
|
72 |
-
"eval_loss": 0.4465671181678772,
|
73 |
-
"eval_runtime": 29.2068,
|
74 |
-
"eval_samples_per_second": 28.281,
|
75 |
-
"eval_steps_per_second": 7.087,
|
76 |
-
"eval_wer": 0.5049007889074827,
|
77 |
-
"step": 1032
|
78 |
-
},
|
79 |
-
{
|
80 |
-
"epoch": 5.0,
|
81 |
-
"grad_norm": 17.74321174621582,
|
82 |
-
"learning_rate": 9.688932806324111e-05,
|
83 |
-
"loss": 0.3187,
|
84 |
-
"step": 1290
|
85 |
-
},
|
86 |
-
{
|
87 |
-
"epoch": 5.0,
|
88 |
-
"eval_cer": 0.10036562781937036,
|
89 |
-
"eval_loss": 0.44379866123199463,
|
90 |
-
"eval_runtime": 29.231,
|
91 |
-
"eval_samples_per_second": 28.258,
|
92 |
-
"eval_steps_per_second": 7.082,
|
93 |
-
"eval_wer": 0.4769304327038011,
|
94 |
-
"step": 1290
|
95 |
-
},
|
96 |
-
{
|
97 |
-
"epoch": 6.0,
|
98 |
-
"grad_norm": 10.85033893585205,
|
99 |
-
"learning_rate": 9.586956521739131e-05,
|
100 |
-
"loss": 0.276,
|
101 |
-
"step": 1548
|
102 |
-
},
|
103 |
-
{
|
104 |
-
"epoch": 6.0,
|
105 |
-
"eval_cer": 0.1056996786907042,
|
106 |
-
"eval_loss": 0.4188626706600189,
|
107 |
-
"eval_runtime": 29.2483,
|
108 |
-
"eval_samples_per_second": 28.241,
|
109 |
-
"eval_steps_per_second": 7.077,
|
110 |
-
"eval_wer": 0.4794405928759264,
|
111 |
-
"step": 1548
|
112 |
-
},
|
113 |
-
{
|
114 |
-
"epoch": 7.0,
|
115 |
-
"grad_norm": 1.633737564086914,
|
116 |
-
"learning_rate": 9.484980237154151e-05,
|
117 |
-
"loss": 0.235,
|
118 |
-
"step": 1806
|
119 |
-
},
|
120 |
-
{
|
121 |
-
"epoch": 7.0,
|
122 |
-
"eval_cer": 0.1004447680400133,
|
123 |
-
"eval_loss": 0.4695667326450348,
|
124 |
-
"eval_runtime": 29.6156,
|
125 |
-
"eval_samples_per_second": 27.891,
|
126 |
-
"eval_steps_per_second": 6.99,
|
127 |
-
"eval_wer": 0.4796796557494621,
|
128 |
-
"step": 1806
|
129 |
-
},
|
130 |
-
{
|
131 |
-
"epoch": 8.0,
|
132 |
-
"grad_norm": 7.645702838897705,
|
133 |
-
"learning_rate": 9.383003952569171e-05,
|
134 |
-
"loss": 0.2086,
|
135 |
-
"step": 2064
|
136 |
-
},
|
137 |
-
{
|
138 |
-
"epoch": 8.0,
|
139 |
-
"eval_cer": 0.09632947656658067,
|
140 |
-
"eval_loss": 0.4218059182167053,
|
141 |
-
"eval_runtime": 29.7338,
|
142 |
-
"eval_samples_per_second": 27.78,
|
143 |
-
"eval_steps_per_second": 6.962,
|
144 |
-
"eval_wer": 0.4603155629930672,
|
145 |
-
"step": 2064
|
146 |
-
},
|
147 |
-
{
|
148 |
-
"epoch": 9.0,
|
149 |
-
"grad_norm": 5.886650562286377,
|
150 |
-
"learning_rate": 9.281027667984191e-05,
|
151 |
-
"loss": 0.1883,
|
152 |
-
"step": 2322
|
153 |
-
},
|
154 |
-
{
|
155 |
-
"epoch": 9.0,
|
156 |
-
"eval_cer": 0.09757989205273904,
|
157 |
-
"eval_loss": 0.4250072240829468,
|
158 |
-
"eval_runtime": 29.3849,
|
159 |
-
"eval_samples_per_second": 28.11,
|
160 |
-
"eval_steps_per_second": 7.044,
|
161 |
-
"eval_wer": 0.45206789385608415,
|
162 |
-
"step": 2322
|
163 |
-
},
|
164 |
-
{
|
165 |
-
"epoch": 10.0,
|
166 |
-
"grad_norm": 1.1357783079147339,
|
167 |
-
"learning_rate": 9.179051383399209e-05,
|
168 |
-
"loss": 0.1671,
|
169 |
-
"step": 2580
|
170 |
-
},
|
171 |
-
{
|
172 |
-
"epoch": 10.0,
|
173 |
-
"eval_cer": 0.0972633311701673,
|
174 |
-
"eval_loss": 0.45072105526924133,
|
175 |
-
"eval_runtime": 29.0789,
|
176 |
-
"eval_samples_per_second": 28.405,
|
177 |
-
"eval_steps_per_second": 7.119,
|
178 |
-
"eval_wer": 0.458642122878317,
|
179 |
-
"step": 2580
|
180 |
-
},
|
181 |
-
{
|
182 |
-
"epoch": 11.0,
|
183 |
-
"grad_norm": 0.13285361230373383,
|
184 |
-
"learning_rate": 9.077075098814229e-05,
|
185 |
-
"loss": 0.1466,
|
186 |
-
"step": 2838
|
187 |
-
},
|
188 |
-
{
|
189 |
-
"epoch": 11.0,
|
190 |
-
"eval_cer": 0.09696259833172415,
|
191 |
-
"eval_loss": 0.4737579822540283,
|
192 |
-
"eval_runtime": 29.2438,
|
193 |
-
"eval_samples_per_second": 28.245,
|
194 |
-
"eval_steps_per_second": 7.078,
|
195 |
-
"eval_wer": 0.4634233803490318,
|
196 |
-
"step": 2838
|
197 |
-
},
|
198 |
-
{
|
199 |
-
"epoch": 12.0,
|
200 |
-
"grad_norm": 18.049510955810547,
|
201 |
-
"learning_rate": 8.975098814229249e-05,
|
202 |
-
"loss": 0.1313,
|
203 |
-
"step": 3096
|
204 |
-
},
|
205 |
-
{
|
206 |
-
"epoch": 12.0,
|
207 |
-
"eval_cer": 0.09357539688820653,
|
208 |
-
"eval_loss": 0.46005183458328247,
|
209 |
-
"eval_runtime": 29.8062,
|
210 |
-
"eval_samples_per_second": 27.712,
|
211 |
-
"eval_steps_per_second": 6.945,
|
212 |
-
"eval_wer": 0.4410710016734401,
|
213 |
-
"step": 3096
|
214 |
-
},
|
215 |
-
{
|
216 |
-
"epoch": 13.0,
|
217 |
-
"grad_norm": 1.1974396705627441,
|
218 |
-
"learning_rate": 8.873517786561266e-05,
|
219 |
-
"loss": 0.1181,
|
220 |
-
"step": 3354
|
221 |
-
},
|
222 |
-
{
|
223 |
-
"epoch": 13.0,
|
224 |
-
"eval_cer": 0.08908023235568781,
|
225 |
-
"eval_loss": 0.47361627221107483,
|
226 |
-
"eval_runtime": 29.1477,
|
227 |
-
"eval_samples_per_second": 28.338,
|
228 |
-
"eval_steps_per_second": 7.102,
|
229 |
-
"eval_wer": 0.4217069089170452,
|
230 |
-
"step": 3354
|
231 |
-
},
|
232 |
-
{
|
233 |
-
"epoch": 14.0,
|
234 |
-
"grad_norm": 1.3642749786376953,
|
235 |
-
"learning_rate": 8.771541501976284e-05,
|
236 |
-
"loss": 0.1026,
|
237 |
-
"step": 3612
|
238 |
-
},
|
239 |
-
{
|
240 |
-
"epoch": 14.0,
|
241 |
-
"eval_cer": 0.09121701831304706,
|
242 |
-
"eval_loss": 0.4470472037792206,
|
243 |
-
"eval_runtime": 29.2097,
|
244 |
-
"eval_samples_per_second": 28.278,
|
245 |
-
"eval_steps_per_second": 7.087,
|
246 |
-
"eval_wer": 0.42780301219220657,
|
247 |
-
"step": 3612
|
248 |
-
},
|
249 |
-
{
|
250 |
-
"epoch": 15.0,
|
251 |
-
"grad_norm": 50.79623031616211,
|
252 |
-
"learning_rate": 8.669565217391304e-05,
|
253 |
-
"loss": 0.092,
|
254 |
-
"step": 3870
|
255 |
-
},
|
256 |
-
{
|
257 |
-
"epoch": 15.0,
|
258 |
-
"eval_cer": 0.09560138653666567,
|
259 |
-
"eval_loss": 0.4730050265789032,
|
260 |
-
"eval_runtime": 29.5306,
|
261 |
-
"eval_samples_per_second": 27.971,
|
262 |
-
"eval_steps_per_second": 7.01,
|
263 |
-
"eval_wer": 0.4619890031078174,
|
264 |
-
"step": 3870
|
265 |
-
},
|
266 |
-
{
|
267 |
-
"epoch": 16.0,
|
268 |
-
"grad_norm": 0.18782581388950348,
|
269 |
-
"learning_rate": 8.567588932806324e-05,
|
270 |
-
"loss": 0.083,
|
271 |
-
"step": 4128
|
272 |
-
},
|
273 |
-
{
|
274 |
-
"epoch": 16.0,
|
275 |
-
"eval_cer": 0.09370202124123522,
|
276 |
-
"eval_loss": 0.533858597278595,
|
277 |
-
"eval_runtime": 30.1467,
|
278 |
-
"eval_samples_per_second": 27.399,
|
279 |
-
"eval_steps_per_second": 6.866,
|
280 |
-
"eval_wer": 0.44824288787951233,
|
281 |
-
"step": 4128
|
282 |
-
},
|
283 |
-
{
|
284 |
-
"epoch": 17.0,
|
285 |
-
"grad_norm": 0.19636400043964386,
|
286 |
-
"learning_rate": 8.465612648221344e-05,
|
287 |
-
"loss": 0.0744,
|
288 |
-
"step": 4386
|
289 |
-
},
|
290 |
-
{
|
291 |
-
"epoch": 17.0,
|
292 |
-
"eval_cer": 0.09436679909463587,
|
293 |
-
"eval_loss": 0.485524982213974,
|
294 |
-
"eval_runtime": 30.0117,
|
295 |
-
"eval_samples_per_second": 27.523,
|
296 |
-
"eval_steps_per_second": 6.897,
|
297 |
-
"eval_wer": 0.4508725794884055,
|
298 |
-
"step": 4386
|
299 |
-
},
|
300 |
-
{
|
301 |
-
"epoch": 18.0,
|
302 |
-
"grad_norm": 3.5025405883789062,
|
303 |
-
"learning_rate": 8.363636363636364e-05,
|
304 |
-
"loss": 0.0697,
|
305 |
-
"step": 4644
|
306 |
-
},
|
307 |
-
{
|
308 |
-
"epoch": 18.0,
|
309 |
-
"eval_cer": 0.09033064784184619,
|
310 |
-
"eval_loss": 0.5221356153488159,
|
311 |
-
"eval_runtime": 29.9898,
|
312 |
-
"eval_samples_per_second": 27.543,
|
313 |
-
"eval_steps_per_second": 6.902,
|
314 |
-
"eval_wer": 0.43748505857040404,
|
315 |
-
"step": 4644
|
316 |
-
},
|
317 |
-
{
|
318 |
-
"epoch": 19.0,
|
319 |
-
"grad_norm": 1.851936936378479,
|
320 |
-
"learning_rate": 8.261660079051384e-05,
|
321 |
-
"loss": 0.0602,
|
322 |
-
"step": 4902
|
323 |
-
},
|
324 |
-
{
|
325 |
-
"epoch": 19.0,
|
326 |
-
"eval_cer": 0.08944427737064531,
|
327 |
-
"eval_loss": 0.51482093334198,
|
328 |
-
"eval_runtime": 29.3263,
|
329 |
-
"eval_samples_per_second": 28.166,
|
330 |
-
"eval_steps_per_second": 7.059,
|
331 |
-
"eval_wer": 0.42708582357159935,
|
332 |
-
"step": 4902
|
333 |
-
},
|
334 |
-
{
|
335 |
-
"epoch": 20.0,
|
336 |
-
"grad_norm": 0.04486146196722984,
|
337 |
-
"learning_rate": 8.159683794466404e-05,
|
338 |
-
"loss": 0.056,
|
339 |
-
"step": 5160
|
340 |
-
},
|
341 |
-
{
|
342 |
-
"epoch": 20.0,
|
343 |
-
"eval_cer": 0.08983997847385998,
|
344 |
-
"eval_loss": 0.5517579317092896,
|
345 |
-
"eval_runtime": 29.8422,
|
346 |
-
"eval_samples_per_second": 27.679,
|
347 |
-
"eval_steps_per_second": 6.936,
|
348 |
-
"eval_wer": 0.4312694238584748,
|
349 |
-
"step": 5160
|
350 |
-
},
|
351 |
-
{
|
352 |
-
"epoch": 21.0,
|
353 |
-
"grad_norm": 0.09858173131942749,
|
354 |
-
"learning_rate": 8.057707509881424e-05,
|
355 |
-
"loss": 0.05,
|
356 |
-
"step": 5418
|
357 |
-
},
|
358 |
-
{
|
359 |
-
"epoch": 21.0,
|
360 |
-
"eval_cer": 0.09120119026891847,
|
361 |
-
"eval_loss": 0.5373868346214294,
|
362 |
-
"eval_runtime": 29.6954,
|
363 |
-
"eval_samples_per_second": 27.816,
|
364 |
-
"eval_steps_per_second": 6.971,
|
365 |
-
"eval_wer": 0.431030360984939,
|
366 |
-
"step": 5418
|
367 |
-
},
|
368 |
-
{
|
369 |
-
"epoch": 22.0,
|
370 |
-
"grad_norm": 0.7042592167854309,
|
371 |
-
"learning_rate": 7.955731225296444e-05,
|
372 |
-
"loss": 0.0464,
|
373 |
-
"step": 5676
|
374 |
-
},
|
375 |
-
{
|
376 |
-
"epoch": 22.0,
|
377 |
-
"eval_cer": 0.08990329065037433,
|
378 |
-
"eval_loss": 0.5166798233985901,
|
379 |
-
"eval_runtime": 29.6186,
|
380 |
-
"eval_samples_per_second": 27.888,
|
381 |
-
"eval_steps_per_second": 6.989,
|
382 |
-
"eval_wer": 0.42648816638776,
|
383 |
-
"step": 5676
|
384 |
-
},
|
385 |
-
{
|
386 |
-
"epoch": 23.0,
|
387 |
-
"grad_norm": 8.724380493164062,
|
388 |
-
"learning_rate": 7.853754940711463e-05,
|
389 |
-
"loss": 0.0453,
|
390 |
-
"step": 5934
|
391 |
-
},
|
392 |
-
{
|
393 |
-
"epoch": 23.0,
|
394 |
-
"eval_cer": 0.08813054970797259,
|
395 |
-
"eval_loss": 0.5781718492507935,
|
396 |
-
"eval_runtime": 29.9397,
|
397 |
-
"eval_samples_per_second": 27.589,
|
398 |
-
"eval_steps_per_second": 6.914,
|
399 |
-
"eval_wer": 0.4226631604111881,
|
400 |
-
"step": 5934
|
401 |
-
},
|
402 |
-
{
|
403 |
-
"epoch": 24.0,
|
404 |
-
"grad_norm": 0.4805084764957428,
|
405 |
-
"learning_rate": 7.751778656126482e-05,
|
406 |
-
"loss": 0.0412,
|
407 |
-
"step": 6192
|
408 |
-
},
|
409 |
-
{
|
410 |
-
"epoch": 24.0,
|
411 |
-
"eval_cer": 0.09294227512306304,
|
412 |
-
"eval_loss": 0.5274640321731567,
|
413 |
-
"eval_runtime": 29.0914,
|
414 |
-
"eval_samples_per_second": 28.393,
|
415 |
-
"eval_steps_per_second": 7.116,
|
416 |
-
"eval_wer": 0.43533349270858235,
|
417 |
-
"step": 6192
|
418 |
-
},
|
419 |
-
{
|
420 |
-
"epoch": 25.0,
|
421 |
-
"grad_norm": 0.1090458482503891,
|
422 |
-
"learning_rate": 7.649802371541502e-05,
|
423 |
-
"loss": 0.0369,
|
424 |
-
"step": 6450
|
425 |
-
},
|
426 |
-
{
|
427 |
-
"epoch": 25.0,
|
428 |
-
"eval_cer": 0.09186596812231912,
|
429 |
-
"eval_loss": 0.6112269759178162,
|
430 |
-
"eval_runtime": 29.3026,
|
431 |
-
"eval_samples_per_second": 28.189,
|
432 |
-
"eval_steps_per_second": 7.064,
|
433 |
-
"eval_wer": 0.4233803490317954,
|
434 |
-
"step": 6450
|
435 |
-
},
|
436 |
-
{
|
437 |
-
"epoch": 26.0,
|
438 |
-
"grad_norm": 0.0822739452123642,
|
439 |
-
"learning_rate": 7.547826086956522e-05,
|
440 |
-
"loss": 0.0339,
|
441 |
-
"step": 6708
|
442 |
-
},
|
443 |
-
{
|
444 |
-
"epoch": 26.0,
|
445 |
-
"eval_cer": 0.09094794156286108,
|
446 |
-
"eval_loss": 0.6159156560897827,
|
447 |
-
"eval_runtime": 29.9499,
|
448 |
-
"eval_samples_per_second": 27.579,
|
449 |
-
"eval_steps_per_second": 6.912,
|
450 |
-
"eval_wer": 0.4164475256992589,
|
451 |
-
"step": 6708
|
452 |
-
},
|
453 |
-
{
|
454 |
-
"epoch": 27.0,
|
455 |
-
"grad_norm": 0.11275064945220947,
|
456 |
-
"learning_rate": 7.445849802371542e-05,
|
457 |
-
"loss": 0.0316,
|
458 |
-
"step": 6966
|
459 |
-
},
|
460 |
-
{
|
461 |
-
"epoch": 27.0,
|
462 |
-
"eval_cer": 0.08453758369078333,
|
463 |
-
"eval_loss": 0.5938315987586975,
|
464 |
-
"eval_runtime": 29.2749,
|
465 |
-
"eval_samples_per_second": 28.215,
|
466 |
-
"eval_steps_per_second": 7.071,
|
467 |
-
"eval_wer": 0.4031795362180253,
|
468 |
-
"step": 6966
|
469 |
-
},
|
470 |
-
{
|
471 |
-
"epoch": 28.0,
|
472 |
-
"grad_norm": 0.01683381013572216,
|
473 |
-
"learning_rate": 7.343873517786562e-05,
|
474 |
-
"loss": 0.0263,
|
475 |
-
"step": 7224
|
476 |
-
},
|
477 |
-
{
|
478 |
-
"epoch": 28.0,
|
479 |
-
"eval_cer": 0.08710172683961442,
|
480 |
-
"eval_loss": 0.5883095860481262,
|
481 |
-
"eval_runtime": 29.7516,
|
482 |
-
"eval_samples_per_second": 27.763,
|
483 |
-
"eval_steps_per_second": 6.958,
|
484 |
-
"eval_wer": 0.4093951709299546,
|
485 |
-
"step": 7224
|
486 |
-
},
|
487 |
-
{
|
488 |
-
"epoch": 29.0,
|
489 |
-
"grad_norm": 0.0025164771359413862,
|
490 |
-
"learning_rate": 7.242292490118577e-05,
|
491 |
-
"loss": 0.0268,
|
492 |
-
"step": 7482
|
493 |
-
},
|
494 |
-
{
|
495 |
-
"epoch": 29.0,
|
496 |
-
"eval_cer": 0.0871492109720002,
|
497 |
-
"eval_loss": 0.6013171076774597,
|
498 |
-
"eval_runtime": 29.0617,
|
499 |
-
"eval_samples_per_second": 28.422,
|
500 |
-
"eval_steps_per_second": 7.123,
|
501 |
-
"eval_wer": 0.41477408558450873,
|
502 |
-
"step": 7482
|
503 |
-
},
|
504 |
-
{
|
505 |
-
"epoch": 30.0,
|
506 |
-
"grad_norm": 0.012442449107766151,
|
507 |
-
"learning_rate": 7.140316205533597e-05,
|
508 |
-
"loss": 0.0269,
|
509 |
-
"step": 7740
|
510 |
-
},
|
511 |
-
{
|
512 |
-
"epoch": 30.0,
|
513 |
-
"eval_cer": 0.09121701831304706,
|
514 |
-
"eval_loss": 0.6137306690216064,
|
515 |
-
"eval_runtime": 29.4462,
|
516 |
-
"eval_samples_per_second": 28.051,
|
517 |
-
"eval_steps_per_second": 7.03,
|
518 |
-
"eval_wer": 0.42182644035381306,
|
519 |
-
"step": 7740
|
520 |
-
},
|
521 |
-
{
|
522 |
-
"epoch": 31.0,
|
523 |
-
"grad_norm": 2.4109809398651123,
|
524 |
-
"learning_rate": 7.038339920948617e-05,
|
525 |
-
"loss": 0.0234,
|
526 |
-
"step": 7998
|
527 |
-
},
|
528 |
-
{
|
529 |
-
"epoch": 31.0,
|
530 |
-
"eval_cer": 0.08730749141328606,
|
531 |
-
"eval_loss": 0.5840467214584351,
|
532 |
-
"eval_runtime": 29.7315,
|
533 |
-
"eval_samples_per_second": 27.782,
|
534 |
-
"eval_steps_per_second": 6.962,
|
535 |
-
"eval_wer": 0.40987329667702604,
|
536 |
-
"step": 7998
|
537 |
-
},
|
538 |
-
{
|
539 |
-
"epoch": 32.0,
|
540 |
-
"grad_norm": 1.8709559440612793,
|
541 |
-
"learning_rate": 6.936363636363637e-05,
|
542 |
-
"loss": 0.0229,
|
543 |
-
"step": 8256
|
544 |
-
},
|
545 |
-
{
|
546 |
-
"epoch": 32.0,
|
547 |
-
"eval_cer": 0.08613621614777062,
|
548 |
-
"eval_loss": 0.628635823726654,
|
549 |
-
"eval_runtime": 29.901,
|
550 |
-
"eval_samples_per_second": 27.624,
|
551 |
-
"eval_steps_per_second": 6.923,
|
552 |
-
"eval_wer": 0.4041357877121683,
|
553 |
-
"step": 8256
|
554 |
-
},
|
555 |
-
{
|
556 |
-
"epoch": 33.0,
|
557 |
-
"grad_norm": 21.66620445251465,
|
558 |
-
"learning_rate": 6.834387351778657e-05,
|
559 |
-
"loss": 0.0205,
|
560 |
-
"step": 8514
|
561 |
-
},
|
562 |
-
{
|
563 |
-
"epoch": 33.0,
|
564 |
-
"eval_cer": 0.0859146235299704,
|
565 |
-
"eval_loss": 0.5922638773918152,
|
566 |
-
"eval_runtime": 29.394,
|
567 |
-
"eval_samples_per_second": 28.101,
|
568 |
-
"eval_steps_per_second": 7.042,
|
569 |
-
"eval_wer": 0.3968443700693282,
|
570 |
-
"step": 8514
|
571 |
-
},
|
572 |
-
{
|
573 |
-
"epoch": 34.0,
|
574 |
-
"grad_norm": 0.023612063378095627,
|
575 |
-
"learning_rate": 6.732411067193675e-05,
|
576 |
-
"loss": 0.0196,
|
577 |
-
"step": 8772
|
578 |
-
},
|
579 |
-
{
|
580 |
-
"epoch": 34.0,
|
581 |
-
"eval_cer": 0.08950758954715966,
|
582 |
-
"eval_loss": 0.6187863945960999,
|
583 |
-
"eval_runtime": 29.6115,
|
584 |
-
"eval_samples_per_second": 27.895,
|
585 |
-
"eval_steps_per_second": 6.991,
|
586 |
-
"eval_wer": 0.4049725077695434,
|
587 |
-
"step": 8772
|
588 |
-
},
|
589 |
-
{
|
590 |
-
"epoch": 35.0,
|
591 |
-
"grad_norm": 0.011560407467186451,
|
592 |
-
"learning_rate": 6.630434782608695e-05,
|
593 |
-
"loss": 0.0191,
|
594 |
-
"step": 9030
|
595 |
-
},
|
596 |
-
{
|
597 |
-
"epoch": 35.0,
|
598 |
-
"eval_cer": 0.08724417923677172,
|
599 |
-
"eval_loss": 0.6254743933677673,
|
600 |
-
"eval_runtime": 30.6227,
|
601 |
-
"eval_samples_per_second": 26.973,
|
602 |
-
"eval_steps_per_second": 6.76,
|
603 |
-
"eval_wer": 0.4148936170212766,
|
604 |
-
"step": 9030
|
605 |
-
},
|
606 |
-
{
|
607 |
-
"epoch": 36.0,
|
608 |
-
"grad_norm": 0.30145859718322754,
|
609 |
-
"learning_rate": 6.528458498023716e-05,
|
610 |
-
"loss": 0.0185,
|
611 |
-
"step": 9288
|
612 |
-
},
|
613 |
-
{
|
614 |
-
"epoch": 36.0,
|
615 |
-
"eval_cer": 0.08858956298770161,
|
616 |
-
"eval_loss": 0.5937672853469849,
|
617 |
-
"eval_runtime": 29.5915,
|
618 |
-
"eval_samples_per_second": 27.913,
|
619 |
-
"eval_steps_per_second": 6.995,
|
620 |
-
"eval_wer": 0.41035142242409756,
|
621 |
-
"step": 9288
|
622 |
-
},
|
623 |
-
{
|
624 |
-
"epoch": 37.0,
|
625 |
-
"grad_norm": 0.013502486981451511,
|
626 |
-
"learning_rate": 6.426482213438736e-05,
|
627 |
-
"loss": 0.0163,
|
628 |
-
"step": 9546
|
629 |
-
},
|
630 |
-
{
|
631 |
-
"epoch": 37.0,
|
632 |
-
"eval_cer": 0.08642112094208519,
|
633 |
-
"eval_loss": 0.6004359126091003,
|
634 |
-
"eval_runtime": 29.3597,
|
635 |
-
"eval_samples_per_second": 28.134,
|
636 |
-
"eval_steps_per_second": 7.05,
|
637 |
-
"eval_wer": 0.4076021993784365,
|
638 |
-
"step": 9546
|
639 |
-
},
|
640 |
-
{
|
641 |
-
"epoch": 38.0,
|
642 |
-
"grad_norm": 4.638584136962891,
|
643 |
-
"learning_rate": 6.324505928853756e-05,
|
644 |
-
"loss": 0.0171,
|
645 |
-
"step": 9804
|
646 |
-
},
|
647 |
-
{
|
648 |
-
"epoch": 38.0,
|
649 |
-
"eval_cer": 0.08646860507447095,
|
650 |
-
"eval_loss": 0.6485220193862915,
|
651 |
-
"eval_runtime": 29.8389,
|
652 |
-
"eval_samples_per_second": 27.682,
|
653 |
-
"eval_steps_per_second": 6.937,
|
654 |
-
"eval_wer": 0.4010279703562037,
|
655 |
-
"step": 9804
|
656 |
-
},
|
657 |
-
{
|
658 |
-
"epoch": 39.0,
|
659 |
-
"grad_norm": 0.03485848009586334,
|
660 |
-
"learning_rate": 6.222529644268775e-05,
|
661 |
-
"loss": 0.0163,
|
662 |
-
"step": 10062
|
663 |
-
},
|
664 |
-
{
|
665 |
-
"epoch": 39.0,
|
666 |
-
"eval_cer": 0.08507573719115528,
|
667 |
-
"eval_loss": 0.6360179781913757,
|
668 |
-
"eval_runtime": 29.5268,
|
669 |
-
"eval_samples_per_second": 27.975,
|
670 |
-
"eval_steps_per_second": 7.011,
|
671 |
-
"eval_wer": 0.40353813052832893,
|
672 |
-
"step": 10062
|
673 |
-
},
|
674 |
-
{
|
675 |
-
"epoch": 40.0,
|
676 |
-
"grad_norm": 0.004591576289385557,
|
677 |
-
"learning_rate": 6.120553359683795e-05,
|
678 |
-
"loss": 0.0144,
|
679 |
-
"step": 10320
|
680 |
-
},
|
681 |
-
{
|
682 |
-
"epoch": 40.0,
|
683 |
-
"eval_cer": 0.0878773010019152,
|
684 |
-
"eval_loss": 0.6229643821716309,
|
685 |
-
"eval_runtime": 29.6603,
|
686 |
-
"eval_samples_per_second": 27.849,
|
687 |
-
"eval_steps_per_second": 6.979,
|
688 |
-
"eval_wer": 0.41071001673440116,
|
689 |
-
"step": 10320
|
690 |
-
}
|
691 |
-
],
|
692 |
-
"logging_steps": 500,
|
693 |
-
"max_steps": 25800,
|
694 |
-
"num_input_tokens_seen": 0,
|
695 |
-
"num_train_epochs": 100,
|
696 |
-
"save_steps": 500,
|
697 |
-
"stateful_callbacks": {
|
698 |
-
"EarlyStoppingCallback": {
|
699 |
-
"args": {
|
700 |
-
"early_stopping_patience": 20,
|
701 |
-
"early_stopping_threshold": 0.001
|
702 |
-
},
|
703 |
-
"attributes": {
|
704 |
-
"early_stopping_patience_counter": 7
|
705 |
-
}
|
706 |
-
},
|
707 |
-
"TrainerControl": {
|
708 |
-
"args": {
|
709 |
-
"should_epoch_stop": false,
|
710 |
-
"should_evaluate": false,
|
711 |
-
"should_log": false,
|
712 |
-
"should_save": true,
|
713 |
-
"should_training_stop": false
|
714 |
-
},
|
715 |
-
"attributes": {}
|
716 |
-
}
|
717 |
-
},
|
718 |
-
"total_flos": 2.185208289640461e+19,
|
719 |
-
"train_batch_size": 8,
|
720 |
-
"trial_name": null,
|
721 |
-
"trial_params": null
|
722 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-10320/training_args.bin
DELETED
@@ -1,3 +0,0 @@
|
|
1 |
-
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:badc6886eb2995443a897620ab2c36decc3b66898e976799a420ad7fb69a195c
|
3 |
-
size 5304
|
|
|
|
|
|
|
|