Commit
•
daf256a
1
Parent(s):
170856c
up
Browse files- all_results.json +14 -0
- checkpoint-2000/config.json +291 -0
- checkpoint-2000/optimizer.pt +3 -0
- checkpoint-2000/preprocessor_config.json +9 -0
- checkpoint-2000/pytorch_model.bin +3 -0
- checkpoint-2000/rng_state_0.pth +3 -0
- checkpoint-2000/rng_state_1.pth +3 -0
- checkpoint-2000/rng_state_2.pth +3 -0
- checkpoint-2000/rng_state_3.pth +3 -0
- checkpoint-2000/rng_state_4.pth +3 -0
- checkpoint-2000/rng_state_5.pth +3 -0
- checkpoint-2000/rng_state_6.pth +3 -0
- checkpoint-2000/rng_state_7.pth +3 -0
- checkpoint-2000/scaler.pt +3 -0
- checkpoint-2000/scheduler.pt +3 -0
- checkpoint-2000/trainer_state.json +1261 -0
- checkpoint-2000/training_args.bin +3 -0
- config.json +291 -0
- create_model.py +28 -0
- emissions.csv +2 -0
- eval_results.json +9 -0
- merges.txt +0 -0
- preprocessor_config.json +9 -0
- pytorch_model.bin +3 -0
- run_librispeech.sh +31 -0
- run_speech_recognition_seq2seq.py +1 -0
- runs/Dec22_11-42-50_ip-172-31-1-149/1640173397.2128675/events.out.tfevents.1640173397.ip-172-31-1-149.489657.1 +3 -0
- runs/Dec22_11-42-50_ip-172-31-1-149/events.out.tfevents.1640173397.ip-172-31-1-149.489657.0 +3 -0
- runs/Dec22_11-42-50_ip-172-31-1-149/events.out.tfevents.1640176651.ip-172-31-1-149.489657.2 +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- train_results.json +8 -0
- trainer_state.json +1408 -0
- training_args.bin +3 -0
- vocab.json +0 -0
all_results.json
ADDED
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"eval_loss": 0.40512892603874207,
|
4 |
+
"eval_runtime": 60.9636,
|
5 |
+
"eval_samples": 2642,
|
6 |
+
"eval_samples_per_second": 43.337,
|
7 |
+
"eval_steps_per_second": 0.689,
|
8 |
+
"eval_wer": 0.11511305037683459,
|
9 |
+
"train_loss": 1.5071858802451146,
|
10 |
+
"train_runtime": 3191.5244,
|
11 |
+
"train_samples": 28538,
|
12 |
+
"train_samples_per_second": 44.709,
|
13 |
+
"train_steps_per_second": 0.699
|
14 |
+
}
|
checkpoint-2000/config.json
ADDED
@@ -0,0 +1,291 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "./",
|
3 |
+
"architectures": [
|
4 |
+
"SpeechEncoderDecoderModel"
|
5 |
+
],
|
6 |
+
"decoder": {
|
7 |
+
"_name_or_path": "facebook/bart-base",
|
8 |
+
"activation_dropout": 0.1,
|
9 |
+
"activation_function": "gelu",
|
10 |
+
"add_bias_logits": false,
|
11 |
+
"add_cross_attention": true,
|
12 |
+
"add_final_layer_norm": false,
|
13 |
+
"architectures": [
|
14 |
+
"BartModel"
|
15 |
+
],
|
16 |
+
"attention_dropout": 0.1,
|
17 |
+
"bad_words_ids": null,
|
18 |
+
"bos_token_id": 0,
|
19 |
+
"chunk_size_feed_forward": 0,
|
20 |
+
"classif_dropout": 0.1,
|
21 |
+
"classifier_dropout": 0.0,
|
22 |
+
"cross_attention_hidden_size": null,
|
23 |
+
"d_model": 768,
|
24 |
+
"decoder_attention_heads": 12,
|
25 |
+
"decoder_ffn_dim": 3072,
|
26 |
+
"decoder_layerdrop": 0.0,
|
27 |
+
"decoder_layers": 6,
|
28 |
+
"decoder_start_token_id": 2,
|
29 |
+
"diversity_penalty": 0.0,
|
30 |
+
"do_sample": false,
|
31 |
+
"dropout": 0.1,
|
32 |
+
"early_stopping": true,
|
33 |
+
"encoder_attention_heads": 12,
|
34 |
+
"encoder_ffn_dim": 3072,
|
35 |
+
"encoder_layerdrop": 0.0,
|
36 |
+
"encoder_layers": 6,
|
37 |
+
"encoder_no_repeat_ngram_size": 0,
|
38 |
+
"eos_token_id": 2,
|
39 |
+
"finetuning_task": null,
|
40 |
+
"forced_bos_token_id": null,
|
41 |
+
"forced_eos_token_id": 2,
|
42 |
+
"gradient_checkpointing": false,
|
43 |
+
"id2label": {
|
44 |
+
"0": "LABEL_0",
|
45 |
+
"1": "LABEL_1",
|
46 |
+
"2": "LABEL_2"
|
47 |
+
},
|
48 |
+
"init_std": 0.02,
|
49 |
+
"is_decoder": true,
|
50 |
+
"is_encoder_decoder": false,
|
51 |
+
"label2id": {
|
52 |
+
"LABEL_0": 0,
|
53 |
+
"LABEL_1": 1,
|
54 |
+
"LABEL_2": 2
|
55 |
+
},
|
56 |
+
"length_penalty": 1.0,
|
57 |
+
"max_length": 20,
|
58 |
+
"max_position_embeddings": 1024,
|
59 |
+
"min_length": 0,
|
60 |
+
"model_type": "bart",
|
61 |
+
"no_repeat_ngram_size": 3,
|
62 |
+
"normalize_before": false,
|
63 |
+
"normalize_embedding": true,
|
64 |
+
"num_beam_groups": 1,
|
65 |
+
"num_beams": 4,
|
66 |
+
"num_hidden_layers": 6,
|
67 |
+
"num_return_sequences": 1,
|
68 |
+
"output_attentions": false,
|
69 |
+
"output_hidden_states": false,
|
70 |
+
"output_scores": false,
|
71 |
+
"pad_token_id": 1,
|
72 |
+
"prefix": null,
|
73 |
+
"problem_type": null,
|
74 |
+
"pruned_heads": {},
|
75 |
+
"remove_invalid_values": false,
|
76 |
+
"repetition_penalty": 1.0,
|
77 |
+
"return_dict": true,
|
78 |
+
"return_dict_in_generate": false,
|
79 |
+
"scale_embedding": false,
|
80 |
+
"sep_token_id": null,
|
81 |
+
"task_specific_params": {
|
82 |
+
"summarization": {
|
83 |
+
"length_penalty": 1.0,
|
84 |
+
"max_length": 128,
|
85 |
+
"min_length": 12,
|
86 |
+
"num_beams": 4
|
87 |
+
},
|
88 |
+
"summarization_cnn": {
|
89 |
+
"length_penalty": 2.0,
|
90 |
+
"max_length": 142,
|
91 |
+
"min_length": 56,
|
92 |
+
"num_beams": 4
|
93 |
+
},
|
94 |
+
"summarization_xsum": {
|
95 |
+
"length_penalty": 1.0,
|
96 |
+
"max_length": 62,
|
97 |
+
"min_length": 11,
|
98 |
+
"num_beams": 6
|
99 |
+
}
|
100 |
+
},
|
101 |
+
"temperature": 1.0,
|
102 |
+
"tie_encoder_decoder": false,
|
103 |
+
"tie_word_embeddings": true,
|
104 |
+
"tokenizer_class": null,
|
105 |
+
"top_k": 50,
|
106 |
+
"top_p": 1.0,
|
107 |
+
"torch_dtype": "float32",
|
108 |
+
"torchscript": false,
|
109 |
+
"transformers_version": "4.15.0.dev0",
|
110 |
+
"use_bfloat16": false,
|
111 |
+
"use_cache": true,
|
112 |
+
"vocab_size": 50265
|
113 |
+
},
|
114 |
+
"decoder_start_token_id": 0,
|
115 |
+
"encoder": {
|
116 |
+
"_name_or_path": "facebook/wav2vec2-base",
|
117 |
+
"activation_dropout": 0.0,
|
118 |
+
"adapter_kernel_size": 3,
|
119 |
+
"adapter_stride": 2,
|
120 |
+
"add_adapter": false,
|
121 |
+
"add_cross_attention": false,
|
122 |
+
"apply_spec_augment": true,
|
123 |
+
"architectures": [
|
124 |
+
"Wav2Vec2ForPreTraining"
|
125 |
+
],
|
126 |
+
"attention_dropout": 0.1,
|
127 |
+
"bad_words_ids": null,
|
128 |
+
"bos_token_id": 1,
|
129 |
+
"chunk_size_feed_forward": 0,
|
130 |
+
"classifier_proj_size": 256,
|
131 |
+
"codevector_dim": 256,
|
132 |
+
"contrastive_logits_temperature": 0.1,
|
133 |
+
"conv_bias": false,
|
134 |
+
"conv_dim": [
|
135 |
+
512,
|
136 |
+
512,
|
137 |
+
512,
|
138 |
+
512,
|
139 |
+
512,
|
140 |
+
512,
|
141 |
+
512
|
142 |
+
],
|
143 |
+
"conv_kernel": [
|
144 |
+
10,
|
145 |
+
3,
|
146 |
+
3,
|
147 |
+
3,
|
148 |
+
3,
|
149 |
+
2,
|
150 |
+
2
|
151 |
+
],
|
152 |
+
"conv_stride": [
|
153 |
+
5,
|
154 |
+
2,
|
155 |
+
2,
|
156 |
+
2,
|
157 |
+
2,
|
158 |
+
2,
|
159 |
+
2
|
160 |
+
],
|
161 |
+
"cross_attention_hidden_size": null,
|
162 |
+
"ctc_loss_reduction": "sum",
|
163 |
+
"ctc_zero_infinity": false,
|
164 |
+
"decoder_start_token_id": null,
|
165 |
+
"diversity_loss_weight": 0.1,
|
166 |
+
"diversity_penalty": 0.0,
|
167 |
+
"do_sample": false,
|
168 |
+
"do_stable_layer_norm": false,
|
169 |
+
"early_stopping": false,
|
170 |
+
"encoder_no_repeat_ngram_size": 0,
|
171 |
+
"eos_token_id": 2,
|
172 |
+
"feat_extract_activation": "gelu",
|
173 |
+
"feat_extract_norm": "group",
|
174 |
+
"feat_proj_dropout": 0.0,
|
175 |
+
"feat_quantizer_dropout": 0.0,
|
176 |
+
"final_dropout": 0.0,
|
177 |
+
"finetuning_task": null,
|
178 |
+
"forced_bos_token_id": null,
|
179 |
+
"forced_eos_token_id": null,
|
180 |
+
"freeze_feat_extract_train": true,
|
181 |
+
"hidden_act": "gelu",
|
182 |
+
"hidden_dropout": 0.1,
|
183 |
+
"hidden_size": 768,
|
184 |
+
"id2label": {
|
185 |
+
"0": "LABEL_0",
|
186 |
+
"1": "LABEL_1"
|
187 |
+
},
|
188 |
+
"initializer_range": 0.02,
|
189 |
+
"intermediate_size": 3072,
|
190 |
+
"is_decoder": false,
|
191 |
+
"is_encoder_decoder": false,
|
192 |
+
"label2id": {
|
193 |
+
"LABEL_0": 0,
|
194 |
+
"LABEL_1": 1
|
195 |
+
},
|
196 |
+
"layer_norm_eps": 1e-05,
|
197 |
+
"layerdrop": 0.0,
|
198 |
+
"length_penalty": 1.0,
|
199 |
+
"mask_channel_length": 10,
|
200 |
+
"mask_channel_min_space": 1,
|
201 |
+
"mask_channel_other": 0.0,
|
202 |
+
"mask_channel_prob": 0.0,
|
203 |
+
"mask_channel_selection": "static",
|
204 |
+
"mask_feature_length": 10,
|
205 |
+
"mask_feature_min_masks": 0,
|
206 |
+
"mask_feature_prob": 0.0,
|
207 |
+
"mask_time_length": 10,
|
208 |
+
"mask_time_min_masks": 2,
|
209 |
+
"mask_time_min_space": 1,
|
210 |
+
"mask_time_other": 0.0,
|
211 |
+
"mask_time_prob": 0.0,
|
212 |
+
"mask_time_selection": "static",
|
213 |
+
"max_length": 20,
|
214 |
+
"min_length": 0,
|
215 |
+
"model_type": "wav2vec2",
|
216 |
+
"no_mask_channel_overlap": false,
|
217 |
+
"no_mask_time_overlap": false,
|
218 |
+
"no_repeat_ngram_size": 0,
|
219 |
+
"num_adapter_layers": 3,
|
220 |
+
"num_attention_heads": 12,
|
221 |
+
"num_beam_groups": 1,
|
222 |
+
"num_beams": 1,
|
223 |
+
"num_codevector_groups": 2,
|
224 |
+
"num_codevectors_per_group": 320,
|
225 |
+
"num_conv_pos_embedding_groups": 16,
|
226 |
+
"num_conv_pos_embeddings": 128,
|
227 |
+
"num_feat_extract_layers": 7,
|
228 |
+
"num_hidden_layers": 12,
|
229 |
+
"num_negatives": 100,
|
230 |
+
"num_return_sequences": 1,
|
231 |
+
"output_attentions": false,
|
232 |
+
"output_hidden_size": 768,
|
233 |
+
"output_hidden_states": false,
|
234 |
+
"output_scores": false,
|
235 |
+
"pad_token_id": 0,
|
236 |
+
"prefix": null,
|
237 |
+
"problem_type": null,
|
238 |
+
"proj_codevector_dim": 256,
|
239 |
+
"pruned_heads": {},
|
240 |
+
"remove_invalid_values": false,
|
241 |
+
"repetition_penalty": 1.0,
|
242 |
+
"return_dict": true,
|
243 |
+
"return_dict_in_generate": false,
|
244 |
+
"sep_token_id": null,
|
245 |
+
"task_specific_params": null,
|
246 |
+
"tdnn_dilation": [
|
247 |
+
1,
|
248 |
+
2,
|
249 |
+
3,
|
250 |
+
1,
|
251 |
+
1
|
252 |
+
],
|
253 |
+
"tdnn_dim": [
|
254 |
+
512,
|
255 |
+
512,
|
256 |
+
512,
|
257 |
+
512,
|
258 |
+
1500
|
259 |
+
],
|
260 |
+
"tdnn_kernel": [
|
261 |
+
5,
|
262 |
+
3,
|
263 |
+
3,
|
264 |
+
1,
|
265 |
+
1
|
266 |
+
],
|
267 |
+
"temperature": 1.0,
|
268 |
+
"tie_encoder_decoder": false,
|
269 |
+
"tie_word_embeddings": true,
|
270 |
+
"tokenizer_class": null,
|
271 |
+
"top_k": 50,
|
272 |
+
"top_p": 1.0,
|
273 |
+
"torch_dtype": null,
|
274 |
+
"torchscript": false,
|
275 |
+
"transformers_version": "4.15.0.dev0",
|
276 |
+
"use_bfloat16": false,
|
277 |
+
"use_weighted_layer_sum": false,
|
278 |
+
"vocab_size": 32,
|
279 |
+
"xvector_output_dim": 512
|
280 |
+
},
|
281 |
+
"eos_token_id": 2,
|
282 |
+
"is_encoder_decoder": true,
|
283 |
+
"max_length": 40,
|
284 |
+
"model_type": "speech-encoder-decoder",
|
285 |
+
"pad_token_id": 1,
|
286 |
+
"processor_class": "Wav2Vec2Processor",
|
287 |
+
"tie_word_embeddings": false,
|
288 |
+
"torch_dtype": "float32",
|
289 |
+
"transformers_version": null,
|
290 |
+
"use_cache": false
|
291 |
+
}
|
checkpoint-2000/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e76216221fafaca239b48abfe24695f6284b6d1ae9706fb0e96538b24ca33d24
|
3 |
+
size 1490403485
|
checkpoint-2000/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": false,
|
8 |
+
"sampling_rate": 16000
|
9 |
+
}
|
checkpoint-2000/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c168c067f3ef1a818e652b62239480599d84a6ea9a3cf62c467bb0d90eb0ccae
|
3 |
+
size 762044061
|
checkpoint-2000/rng_state_0.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1ebc514b4c2ff1100143773b40b8ceddcd9390d17c0390cd40c92a0837864877
|
3 |
+
size 14503
|
checkpoint-2000/rng_state_1.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c11f5462e713e51522d9f31484953faff9f51d140a428f358a42f74b74cdb7aa
|
3 |
+
size 14567
|
checkpoint-2000/rng_state_2.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:57efa632fbc5d2c57a77e926e9d1576ca04ceaf01cf846244f4ac4c85424d4b9
|
3 |
+
size 14567
|
checkpoint-2000/rng_state_3.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:170ea09b95a6e1033c5f4f5df488f3b7f7f710a2d809295678c4b94a3146139f
|
3 |
+
size 14503
|
checkpoint-2000/rng_state_4.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3db3e04745c8f7c97325c1168f43274ef056808b1fc2db2b93bfa692d6a6febd
|
3 |
+
size 14567
|
checkpoint-2000/rng_state_5.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c48bbafee794ff028deda24ce43a6491dad82b4e7ab08d70c5608d22f2d9c3ee
|
3 |
+
size 14567
|
checkpoint-2000/rng_state_6.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3e2cd3af5cd3d234483896b951485610dd1f17938ccd32aa72a0c755812238d4
|
3 |
+
size 14567
|
checkpoint-2000/rng_state_7.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ebcb2521ccba33c6c7014e9feba616a2e19bd4cc85bbd7b24e7ed35b78b42a95
|
3 |
+
size 14567
|
checkpoint-2000/scaler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:63d5772e08106162607021c01da6556e4f87840a3f024efbbb87d2ab17e06a8a
|
3 |
+
size 559
|
checkpoint-2000/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:962d148339910b256662f48b08f7142018af7cb6572615fd9caff6809d635cbb
|
3 |
+
size 623
|
checkpoint-2000/trainer_state.json
ADDED
@@ -0,0 +1,1261 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 4.484304932735426,
|
5 |
+
"global_step": 2000,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.02,
|
12 |
+
"learning_rate": 2.2499999999999996e-06,
|
13 |
+
"loss": 11.7449,
|
14 |
+
"step": 10
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.04,
|
18 |
+
"learning_rate": 9.75e-06,
|
19 |
+
"loss": 9.9528,
|
20 |
+
"step": 20
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 0.07,
|
24 |
+
"learning_rate": 1.725e-05,
|
25 |
+
"loss": 7.8835,
|
26 |
+
"step": 30
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 0.09,
|
30 |
+
"learning_rate": 2.475e-05,
|
31 |
+
"loss": 6.9463,
|
32 |
+
"step": 40
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 0.11,
|
36 |
+
"learning_rate": 3.225e-05,
|
37 |
+
"loss": 6.3116,
|
38 |
+
"step": 50
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 0.13,
|
42 |
+
"learning_rate": 3.975e-05,
|
43 |
+
"loss": 5.8418,
|
44 |
+
"step": 60
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.16,
|
48 |
+
"learning_rate": 4.7249999999999997e-05,
|
49 |
+
"loss": 5.6196,
|
50 |
+
"step": 70
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 0.18,
|
54 |
+
"learning_rate": 5.4749999999999996e-05,
|
55 |
+
"loss": 5.4065,
|
56 |
+
"step": 80
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 0.2,
|
60 |
+
"learning_rate": 6.225e-05,
|
61 |
+
"loss": 5.3217,
|
62 |
+
"step": 90
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 0.22,
|
66 |
+
"learning_rate": 6.975e-05,
|
67 |
+
"loss": 5.2094,
|
68 |
+
"step": 100
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 0.25,
|
72 |
+
"learning_rate": 7.725e-05,
|
73 |
+
"loss": 5.2388,
|
74 |
+
"step": 110
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 0.27,
|
78 |
+
"learning_rate": 8.474999999999999e-05,
|
79 |
+
"loss": 5.1522,
|
80 |
+
"step": 120
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 0.29,
|
84 |
+
"learning_rate": 9.224999999999999e-05,
|
85 |
+
"loss": 5.1679,
|
86 |
+
"step": 130
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 0.31,
|
90 |
+
"learning_rate": 9.975e-05,
|
91 |
+
"loss": 5.112,
|
92 |
+
"step": 140
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 0.34,
|
96 |
+
"learning_rate": 0.00010724999999999999,
|
97 |
+
"loss": 5.1008,
|
98 |
+
"step": 150
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 0.36,
|
102 |
+
"learning_rate": 0.00011475,
|
103 |
+
"loss": 5.1024,
|
104 |
+
"step": 160
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 0.38,
|
108 |
+
"learning_rate": 0.00012225,
|
109 |
+
"loss": 5.0238,
|
110 |
+
"step": 170
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 0.4,
|
114 |
+
"learning_rate": 0.00012974999999999998,
|
115 |
+
"loss": 5.061,
|
116 |
+
"step": 180
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 0.43,
|
120 |
+
"learning_rate": 0.00013725,
|
121 |
+
"loss": 5.0293,
|
122 |
+
"step": 190
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 0.45,
|
126 |
+
"learning_rate": 0.00014475,
|
127 |
+
"loss": 5.0315,
|
128 |
+
"step": 200
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 0.47,
|
132 |
+
"learning_rate": 0.00015224999999999996,
|
133 |
+
"loss": 5.1264,
|
134 |
+
"step": 210
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 0.49,
|
138 |
+
"learning_rate": 0.00015974999999999998,
|
139 |
+
"loss": 4.9663,
|
140 |
+
"step": 220
|
141 |
+
},
|
142 |
+
{
|
143 |
+
"epoch": 0.52,
|
144 |
+
"learning_rate": 0.00016724999999999997,
|
145 |
+
"loss": 4.9525,
|
146 |
+
"step": 230
|
147 |
+
},
|
148 |
+
{
|
149 |
+
"epoch": 0.54,
|
150 |
+
"learning_rate": 0.00017475,
|
151 |
+
"loss": 4.9757,
|
152 |
+
"step": 240
|
153 |
+
},
|
154 |
+
{
|
155 |
+
"epoch": 0.56,
|
156 |
+
"learning_rate": 0.00018224999999999998,
|
157 |
+
"loss": 4.9203,
|
158 |
+
"step": 250
|
159 |
+
},
|
160 |
+
{
|
161 |
+
"epoch": 0.58,
|
162 |
+
"learning_rate": 0.00018974999999999998,
|
163 |
+
"loss": 4.908,
|
164 |
+
"step": 260
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 0.61,
|
168 |
+
"learning_rate": 0.00019724999999999997,
|
169 |
+
"loss": 4.845,
|
170 |
+
"step": 270
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 0.63,
|
174 |
+
"learning_rate": 0.00020475,
|
175 |
+
"loss": 4.8367,
|
176 |
+
"step": 280
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 0.65,
|
180 |
+
"learning_rate": 0.00021224999999999998,
|
181 |
+
"loss": 4.8034,
|
182 |
+
"step": 290
|
183 |
+
},
|
184 |
+
{
|
185 |
+
"epoch": 0.67,
|
186 |
+
"learning_rate": 0.00021975,
|
187 |
+
"loss": 4.8215,
|
188 |
+
"step": 300
|
189 |
+
},
|
190 |
+
{
|
191 |
+
"epoch": 0.7,
|
192 |
+
"learning_rate": 0.00022724999999999997,
|
193 |
+
"loss": 4.7776,
|
194 |
+
"step": 310
|
195 |
+
},
|
196 |
+
{
|
197 |
+
"epoch": 0.72,
|
198 |
+
"learning_rate": 0.00023474999999999996,
|
199 |
+
"loss": 4.7166,
|
200 |
+
"step": 320
|
201 |
+
},
|
202 |
+
{
|
203 |
+
"epoch": 0.74,
|
204 |
+
"learning_rate": 0.00024224999999999998,
|
205 |
+
"loss": 4.7696,
|
206 |
+
"step": 330
|
207 |
+
},
|
208 |
+
{
|
209 |
+
"epoch": 0.76,
|
210 |
+
"learning_rate": 0.000249,
|
211 |
+
"loss": 4.6817,
|
212 |
+
"step": 340
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 0.78,
|
216 |
+
"learning_rate": 0.00025649999999999995,
|
217 |
+
"loss": 4.7147,
|
218 |
+
"step": 350
|
219 |
+
},
|
220 |
+
{
|
221 |
+
"epoch": 0.81,
|
222 |
+
"learning_rate": 0.00026399999999999997,
|
223 |
+
"loss": 4.6688,
|
224 |
+
"step": 360
|
225 |
+
},
|
226 |
+
{
|
227 |
+
"epoch": 0.83,
|
228 |
+
"learning_rate": 0.0002715,
|
229 |
+
"loss": 4.5991,
|
230 |
+
"step": 370
|
231 |
+
},
|
232 |
+
{
|
233 |
+
"epoch": 0.85,
|
234 |
+
"learning_rate": 0.000279,
|
235 |
+
"loss": 4.6401,
|
236 |
+
"step": 380
|
237 |
+
},
|
238 |
+
{
|
239 |
+
"epoch": 0.87,
|
240 |
+
"learning_rate": 0.00028649999999999997,
|
241 |
+
"loss": 4.6029,
|
242 |
+
"step": 390
|
243 |
+
},
|
244 |
+
{
|
245 |
+
"epoch": 0.9,
|
246 |
+
"learning_rate": 0.000294,
|
247 |
+
"loss": 4.5118,
|
248 |
+
"step": 400
|
249 |
+
},
|
250 |
+
{
|
251 |
+
"epoch": 0.9,
|
252 |
+
"eval_loss": 4.247889041900635,
|
253 |
+
"eval_runtime": 51.3593,
|
254 |
+
"eval_samples_per_second": 51.442,
|
255 |
+
"eval_steps_per_second": 0.818,
|
256 |
+
"eval_wer": 0.9033518445061484,
|
257 |
+
"step": 400
|
258 |
+
},
|
259 |
+
{
|
260 |
+
"epoch": 0.92,
|
261 |
+
"learning_rate": 0.000299672131147541,
|
262 |
+
"loss": 4.5483,
|
263 |
+
"step": 410
|
264 |
+
},
|
265 |
+
{
|
266 |
+
"epoch": 0.94,
|
267 |
+
"learning_rate": 0.00029803278688524587,
|
268 |
+
"loss": 4.4005,
|
269 |
+
"step": 420
|
270 |
+
},
|
271 |
+
{
|
272 |
+
"epoch": 0.96,
|
273 |
+
"learning_rate": 0.00029639344262295076,
|
274 |
+
"loss": 4.327,
|
275 |
+
"step": 430
|
276 |
+
},
|
277 |
+
{
|
278 |
+
"epoch": 0.99,
|
279 |
+
"learning_rate": 0.0002947540983606557,
|
280 |
+
"loss": 4.2717,
|
281 |
+
"step": 440
|
282 |
+
},
|
283 |
+
{
|
284 |
+
"epoch": 1.01,
|
285 |
+
"learning_rate": 0.0002931147540983606,
|
286 |
+
"loss": 4.0139,
|
287 |
+
"step": 450
|
288 |
+
},
|
289 |
+
{
|
290 |
+
"epoch": 1.03,
|
291 |
+
"learning_rate": 0.00029147540983606555,
|
292 |
+
"loss": 3.8304,
|
293 |
+
"step": 460
|
294 |
+
},
|
295 |
+
{
|
296 |
+
"epoch": 1.05,
|
297 |
+
"learning_rate": 0.0002898360655737705,
|
298 |
+
"loss": 3.5825,
|
299 |
+
"step": 470
|
300 |
+
},
|
301 |
+
{
|
302 |
+
"epoch": 1.08,
|
303 |
+
"learning_rate": 0.0002881967213114754,
|
304 |
+
"loss": 3.4968,
|
305 |
+
"step": 480
|
306 |
+
},
|
307 |
+
{
|
308 |
+
"epoch": 1.1,
|
309 |
+
"learning_rate": 0.0002865573770491803,
|
310 |
+
"loss": 3.2832,
|
311 |
+
"step": 490
|
312 |
+
},
|
313 |
+
{
|
314 |
+
"epoch": 1.12,
|
315 |
+
"learning_rate": 0.00028491803278688524,
|
316 |
+
"loss": 3.1368,
|
317 |
+
"step": 500
|
318 |
+
},
|
319 |
+
{
|
320 |
+
"epoch": 1.14,
|
321 |
+
"learning_rate": 0.00028327868852459013,
|
322 |
+
"loss": 2.899,
|
323 |
+
"step": 510
|
324 |
+
},
|
325 |
+
{
|
326 |
+
"epoch": 1.17,
|
327 |
+
"learning_rate": 0.0002816393442622951,
|
328 |
+
"loss": 2.6293,
|
329 |
+
"step": 520
|
330 |
+
},
|
331 |
+
{
|
332 |
+
"epoch": 1.19,
|
333 |
+
"learning_rate": 0.00028,
|
334 |
+
"loss": 2.7137,
|
335 |
+
"step": 530
|
336 |
+
},
|
337 |
+
{
|
338 |
+
"epoch": 1.21,
|
339 |
+
"learning_rate": 0.00027836065573770487,
|
340 |
+
"loss": 2.4069,
|
341 |
+
"step": 540
|
342 |
+
},
|
343 |
+
{
|
344 |
+
"epoch": 1.23,
|
345 |
+
"learning_rate": 0.0002767213114754098,
|
346 |
+
"loss": 2.3349,
|
347 |
+
"step": 550
|
348 |
+
},
|
349 |
+
{
|
350 |
+
"epoch": 1.26,
|
351 |
+
"learning_rate": 0.0002750819672131147,
|
352 |
+
"loss": 2.1064,
|
353 |
+
"step": 560
|
354 |
+
},
|
355 |
+
{
|
356 |
+
"epoch": 1.28,
|
357 |
+
"learning_rate": 0.00027344262295081966,
|
358 |
+
"loss": 1.9375,
|
359 |
+
"step": 570
|
360 |
+
},
|
361 |
+
{
|
362 |
+
"epoch": 1.3,
|
363 |
+
"learning_rate": 0.00027180327868852455,
|
364 |
+
"loss": 1.9395,
|
365 |
+
"step": 580
|
366 |
+
},
|
367 |
+
{
|
368 |
+
"epoch": 1.32,
|
369 |
+
"learning_rate": 0.0002701639344262295,
|
370 |
+
"loss": 1.7861,
|
371 |
+
"step": 590
|
372 |
+
},
|
373 |
+
{
|
374 |
+
"epoch": 1.35,
|
375 |
+
"learning_rate": 0.0002685245901639344,
|
376 |
+
"loss": 1.6795,
|
377 |
+
"step": 600
|
378 |
+
},
|
379 |
+
{
|
380 |
+
"epoch": 1.37,
|
381 |
+
"learning_rate": 0.0002668852459016393,
|
382 |
+
"loss": 1.5166,
|
383 |
+
"step": 610
|
384 |
+
},
|
385 |
+
{
|
386 |
+
"epoch": 1.39,
|
387 |
+
"learning_rate": 0.00026524590163934424,
|
388 |
+
"loss": 1.4776,
|
389 |
+
"step": 620
|
390 |
+
},
|
391 |
+
{
|
392 |
+
"epoch": 1.41,
|
393 |
+
"learning_rate": 0.00026360655737704913,
|
394 |
+
"loss": 1.4286,
|
395 |
+
"step": 630
|
396 |
+
},
|
397 |
+
{
|
398 |
+
"epoch": 1.43,
|
399 |
+
"learning_rate": 0.0002619672131147541,
|
400 |
+
"loss": 1.3071,
|
401 |
+
"step": 640
|
402 |
+
},
|
403 |
+
{
|
404 |
+
"epoch": 1.46,
|
405 |
+
"learning_rate": 0.00026032786885245903,
|
406 |
+
"loss": 1.277,
|
407 |
+
"step": 650
|
408 |
+
},
|
409 |
+
{
|
410 |
+
"epoch": 1.48,
|
411 |
+
"learning_rate": 0.0002586885245901639,
|
412 |
+
"loss": 1.2741,
|
413 |
+
"step": 660
|
414 |
+
},
|
415 |
+
{
|
416 |
+
"epoch": 1.5,
|
417 |
+
"learning_rate": 0.0002570491803278688,
|
418 |
+
"loss": 1.1661,
|
419 |
+
"step": 670
|
420 |
+
},
|
421 |
+
{
|
422 |
+
"epoch": 1.52,
|
423 |
+
"learning_rate": 0.00025540983606557377,
|
424 |
+
"loss": 1.1585,
|
425 |
+
"step": 680
|
426 |
+
},
|
427 |
+
{
|
428 |
+
"epoch": 1.55,
|
429 |
+
"learning_rate": 0.00025377049180327866,
|
430 |
+
"loss": 1.1015,
|
431 |
+
"step": 690
|
432 |
+
},
|
433 |
+
{
|
434 |
+
"epoch": 1.57,
|
435 |
+
"learning_rate": 0.0002521311475409836,
|
436 |
+
"loss": 1.0403,
|
437 |
+
"step": 700
|
438 |
+
},
|
439 |
+
{
|
440 |
+
"epoch": 1.59,
|
441 |
+
"learning_rate": 0.0002504918032786885,
|
442 |
+
"loss": 1.0001,
|
443 |
+
"step": 710
|
444 |
+
},
|
445 |
+
{
|
446 |
+
"epoch": 1.61,
|
447 |
+
"learning_rate": 0.0002488524590163934,
|
448 |
+
"loss": 0.9915,
|
449 |
+
"step": 720
|
450 |
+
},
|
451 |
+
{
|
452 |
+
"epoch": 1.64,
|
453 |
+
"learning_rate": 0.00024721311475409835,
|
454 |
+
"loss": 0.9481,
|
455 |
+
"step": 730
|
456 |
+
},
|
457 |
+
{
|
458 |
+
"epoch": 1.66,
|
459 |
+
"learning_rate": 0.00024557377049180324,
|
460 |
+
"loss": 0.9522,
|
461 |
+
"step": 740
|
462 |
+
},
|
463 |
+
{
|
464 |
+
"epoch": 1.68,
|
465 |
+
"learning_rate": 0.00024393442622950816,
|
466 |
+
"loss": 0.9063,
|
467 |
+
"step": 750
|
468 |
+
},
|
469 |
+
{
|
470 |
+
"epoch": 1.7,
|
471 |
+
"learning_rate": 0.00024229508196721308,
|
472 |
+
"loss": 0.8868,
|
473 |
+
"step": 760
|
474 |
+
},
|
475 |
+
{
|
476 |
+
"epoch": 1.73,
|
477 |
+
"learning_rate": 0.000240655737704918,
|
478 |
+
"loss": 0.818,
|
479 |
+
"step": 770
|
480 |
+
},
|
481 |
+
{
|
482 |
+
"epoch": 1.75,
|
483 |
+
"learning_rate": 0.00023901639344262293,
|
484 |
+
"loss": 0.8436,
|
485 |
+
"step": 780
|
486 |
+
},
|
487 |
+
{
|
488 |
+
"epoch": 1.77,
|
489 |
+
"learning_rate": 0.00023737704918032785,
|
490 |
+
"loss": 0.7755,
|
491 |
+
"step": 790
|
492 |
+
},
|
493 |
+
{
|
494 |
+
"epoch": 1.79,
|
495 |
+
"learning_rate": 0.00023573770491803274,
|
496 |
+
"loss": 0.8016,
|
497 |
+
"step": 800
|
498 |
+
},
|
499 |
+
{
|
500 |
+
"epoch": 1.79,
|
501 |
+
"eval_loss": 0.8116478323936462,
|
502 |
+
"eval_runtime": 61.0806,
|
503 |
+
"eval_samples_per_second": 43.254,
|
504 |
+
"eval_steps_per_second": 0.688,
|
505 |
+
"eval_wer": 0.2206862356207854,
|
506 |
+
"step": 800
|
507 |
+
},
|
508 |
+
{
|
509 |
+
"epoch": 1.82,
|
510 |
+
"learning_rate": 0.00023409836065573766,
|
511 |
+
"loss": 0.7623,
|
512 |
+
"step": 810
|
513 |
+
},
|
514 |
+
{
|
515 |
+
"epoch": 1.84,
|
516 |
+
"learning_rate": 0.00023245901639344258,
|
517 |
+
"loss": 0.7884,
|
518 |
+
"step": 820
|
519 |
+
},
|
520 |
+
{
|
521 |
+
"epoch": 1.86,
|
522 |
+
"learning_rate": 0.00023081967213114753,
|
523 |
+
"loss": 0.7791,
|
524 |
+
"step": 830
|
525 |
+
},
|
526 |
+
{
|
527 |
+
"epoch": 1.88,
|
528 |
+
"learning_rate": 0.00022918032786885245,
|
529 |
+
"loss": 0.7111,
|
530 |
+
"step": 840
|
531 |
+
},
|
532 |
+
{
|
533 |
+
"epoch": 1.91,
|
534 |
+
"learning_rate": 0.00022754098360655738,
|
535 |
+
"loss": 0.7063,
|
536 |
+
"step": 850
|
537 |
+
},
|
538 |
+
{
|
539 |
+
"epoch": 1.93,
|
540 |
+
"learning_rate": 0.0002259016393442623,
|
541 |
+
"loss": 0.7307,
|
542 |
+
"step": 860
|
543 |
+
},
|
544 |
+
{
|
545 |
+
"epoch": 1.95,
|
546 |
+
"learning_rate": 0.0002242622950819672,
|
547 |
+
"loss": 0.6792,
|
548 |
+
"step": 870
|
549 |
+
},
|
550 |
+
{
|
551 |
+
"epoch": 1.97,
|
552 |
+
"learning_rate": 0.0002226229508196721,
|
553 |
+
"loss": 0.6496,
|
554 |
+
"step": 880
|
555 |
+
},
|
556 |
+
{
|
557 |
+
"epoch": 2.0,
|
558 |
+
"learning_rate": 0.00022098360655737703,
|
559 |
+
"loss": 0.6929,
|
560 |
+
"step": 890
|
561 |
+
},
|
562 |
+
{
|
563 |
+
"epoch": 2.02,
|
564 |
+
"learning_rate": 0.00021934426229508195,
|
565 |
+
"loss": 0.5503,
|
566 |
+
"step": 900
|
567 |
+
},
|
568 |
+
{
|
569 |
+
"epoch": 2.04,
|
570 |
+
"learning_rate": 0.00021770491803278688,
|
571 |
+
"loss": 0.4833,
|
572 |
+
"step": 910
|
573 |
+
},
|
574 |
+
{
|
575 |
+
"epoch": 2.06,
|
576 |
+
"learning_rate": 0.0002160655737704918,
|
577 |
+
"loss": 0.5107,
|
578 |
+
"step": 920
|
579 |
+
},
|
580 |
+
{
|
581 |
+
"epoch": 2.09,
|
582 |
+
"learning_rate": 0.0002144262295081967,
|
583 |
+
"loss": 0.4637,
|
584 |
+
"step": 930
|
585 |
+
},
|
586 |
+
{
|
587 |
+
"epoch": 2.11,
|
588 |
+
"learning_rate": 0.0002127868852459016,
|
589 |
+
"loss": 0.4764,
|
590 |
+
"step": 940
|
591 |
+
},
|
592 |
+
{
|
593 |
+
"epoch": 2.13,
|
594 |
+
"learning_rate": 0.00021114754098360653,
|
595 |
+
"loss": 0.4332,
|
596 |
+
"step": 950
|
597 |
+
},
|
598 |
+
{
|
599 |
+
"epoch": 2.15,
|
600 |
+
"learning_rate": 0.00020950819672131146,
|
601 |
+
"loss": 0.4599,
|
602 |
+
"step": 960
|
603 |
+
},
|
604 |
+
{
|
605 |
+
"epoch": 2.17,
|
606 |
+
"learning_rate": 0.00020786885245901638,
|
607 |
+
"loss": 0.4582,
|
608 |
+
"step": 970
|
609 |
+
},
|
610 |
+
{
|
611 |
+
"epoch": 2.2,
|
612 |
+
"learning_rate": 0.00020622950819672127,
|
613 |
+
"loss": 0.4112,
|
614 |
+
"step": 980
|
615 |
+
},
|
616 |
+
{
|
617 |
+
"epoch": 2.22,
|
618 |
+
"learning_rate": 0.0002045901639344262,
|
619 |
+
"loss": 0.4441,
|
620 |
+
"step": 990
|
621 |
+
},
|
622 |
+
{
|
623 |
+
"epoch": 2.24,
|
624 |
+
"learning_rate": 0.0002029508196721311,
|
625 |
+
"loss": 0.4575,
|
626 |
+
"step": 1000
|
627 |
+
},
|
628 |
+
{
|
629 |
+
"epoch": 2.26,
|
630 |
+
"learning_rate": 0.00020131147540983603,
|
631 |
+
"loss": 0.4177,
|
632 |
+
"step": 1010
|
633 |
+
},
|
634 |
+
{
|
635 |
+
"epoch": 2.29,
|
636 |
+
"learning_rate": 0.00019967213114754098,
|
637 |
+
"loss": 0.4323,
|
638 |
+
"step": 1020
|
639 |
+
},
|
640 |
+
{
|
641 |
+
"epoch": 2.31,
|
642 |
+
"learning_rate": 0.0001980327868852459,
|
643 |
+
"loss": 0.4295,
|
644 |
+
"step": 1030
|
645 |
+
},
|
646 |
+
{
|
647 |
+
"epoch": 2.33,
|
648 |
+
"learning_rate": 0.00019639344262295083,
|
649 |
+
"loss": 0.4595,
|
650 |
+
"step": 1040
|
651 |
+
},
|
652 |
+
{
|
653 |
+
"epoch": 2.35,
|
654 |
+
"learning_rate": 0.00019475409836065572,
|
655 |
+
"loss": 0.4338,
|
656 |
+
"step": 1050
|
657 |
+
},
|
658 |
+
{
|
659 |
+
"epoch": 2.38,
|
660 |
+
"learning_rate": 0.00019311475409836064,
|
661 |
+
"loss": 0.4104,
|
662 |
+
"step": 1060
|
663 |
+
},
|
664 |
+
{
|
665 |
+
"epoch": 2.4,
|
666 |
+
"learning_rate": 0.00019147540983606556,
|
667 |
+
"loss": 0.4216,
|
668 |
+
"step": 1070
|
669 |
+
},
|
670 |
+
{
|
671 |
+
"epoch": 2.42,
|
672 |
+
"learning_rate": 0.00018983606557377048,
|
673 |
+
"loss": 0.3729,
|
674 |
+
"step": 1080
|
675 |
+
},
|
676 |
+
{
|
677 |
+
"epoch": 2.44,
|
678 |
+
"learning_rate": 0.0001881967213114754,
|
679 |
+
"loss": 0.3998,
|
680 |
+
"step": 1090
|
681 |
+
},
|
682 |
+
{
|
683 |
+
"epoch": 2.47,
|
684 |
+
"learning_rate": 0.0001865573770491803,
|
685 |
+
"loss": 0.4082,
|
686 |
+
"step": 1100
|
687 |
+
},
|
688 |
+
{
|
689 |
+
"epoch": 2.49,
|
690 |
+
"learning_rate": 0.00018491803278688522,
|
691 |
+
"loss": 0.38,
|
692 |
+
"step": 1110
|
693 |
+
},
|
694 |
+
{
|
695 |
+
"epoch": 2.51,
|
696 |
+
"learning_rate": 0.00018327868852459014,
|
697 |
+
"loss": 0.4157,
|
698 |
+
"step": 1120
|
699 |
+
},
|
700 |
+
{
|
701 |
+
"epoch": 2.53,
|
702 |
+
"learning_rate": 0.00018163934426229506,
|
703 |
+
"loss": 0.3937,
|
704 |
+
"step": 1130
|
705 |
+
},
|
706 |
+
{
|
707 |
+
"epoch": 2.56,
|
708 |
+
"learning_rate": 0.00017999999999999998,
|
709 |
+
"loss": 0.3772,
|
710 |
+
"step": 1140
|
711 |
+
},
|
712 |
+
{
|
713 |
+
"epoch": 2.58,
|
714 |
+
"learning_rate": 0.0001783606557377049,
|
715 |
+
"loss": 0.3767,
|
716 |
+
"step": 1150
|
717 |
+
},
|
718 |
+
{
|
719 |
+
"epoch": 2.6,
|
720 |
+
"learning_rate": 0.0001767213114754098,
|
721 |
+
"loss": 0.3602,
|
722 |
+
"step": 1160
|
723 |
+
},
|
724 |
+
{
|
725 |
+
"epoch": 2.62,
|
726 |
+
"learning_rate": 0.00017508196721311472,
|
727 |
+
"loss": 0.3876,
|
728 |
+
"step": 1170
|
729 |
+
},
|
730 |
+
{
|
731 |
+
"epoch": 2.65,
|
732 |
+
"learning_rate": 0.00017344262295081964,
|
733 |
+
"loss": 0.3776,
|
734 |
+
"step": 1180
|
735 |
+
},
|
736 |
+
{
|
737 |
+
"epoch": 2.67,
|
738 |
+
"learning_rate": 0.00017180327868852456,
|
739 |
+
"loss": 0.3617,
|
740 |
+
"step": 1190
|
741 |
+
},
|
742 |
+
{
|
743 |
+
"epoch": 2.69,
|
744 |
+
"learning_rate": 0.0001701639344262295,
|
745 |
+
"loss": 0.3627,
|
746 |
+
"step": 1200
|
747 |
+
},
|
748 |
+
{
|
749 |
+
"epoch": 2.69,
|
750 |
+
"eval_loss": 0.5665903091430664,
|
751 |
+
"eval_runtime": 61.1317,
|
752 |
+
"eval_samples_per_second": 43.218,
|
753 |
+
"eval_steps_per_second": 0.687,
|
754 |
+
"eval_wer": 0.1506743355811186,
|
755 |
+
"step": 1200
|
756 |
+
},
|
757 |
+
{
|
758 |
+
"epoch": 2.71,
|
759 |
+
"learning_rate": 0.00016852459016393443,
|
760 |
+
"loss": 0.3478,
|
761 |
+
"step": 1210
|
762 |
+
},
|
763 |
+
{
|
764 |
+
"epoch": 2.74,
|
765 |
+
"learning_rate": 0.00016688524590163935,
|
766 |
+
"loss": 0.3861,
|
767 |
+
"step": 1220
|
768 |
+
},
|
769 |
+
{
|
770 |
+
"epoch": 2.76,
|
771 |
+
"learning_rate": 0.00016524590163934425,
|
772 |
+
"loss": 0.3283,
|
773 |
+
"step": 1230
|
774 |
+
},
|
775 |
+
{
|
776 |
+
"epoch": 2.78,
|
777 |
+
"learning_rate": 0.00016360655737704917,
|
778 |
+
"loss": 0.3455,
|
779 |
+
"step": 1240
|
780 |
+
},
|
781 |
+
{
|
782 |
+
"epoch": 2.8,
|
783 |
+
"learning_rate": 0.0001619672131147541,
|
784 |
+
"loss": 0.3457,
|
785 |
+
"step": 1250
|
786 |
+
},
|
787 |
+
{
|
788 |
+
"epoch": 2.83,
|
789 |
+
"learning_rate": 0.000160327868852459,
|
790 |
+
"loss": 0.3178,
|
791 |
+
"step": 1260
|
792 |
+
},
|
793 |
+
{
|
794 |
+
"epoch": 2.85,
|
795 |
+
"learning_rate": 0.00015868852459016393,
|
796 |
+
"loss": 0.3429,
|
797 |
+
"step": 1270
|
798 |
+
},
|
799 |
+
{
|
800 |
+
"epoch": 2.87,
|
801 |
+
"learning_rate": 0.00015704918032786883,
|
802 |
+
"loss": 0.3253,
|
803 |
+
"step": 1280
|
804 |
+
},
|
805 |
+
{
|
806 |
+
"epoch": 2.89,
|
807 |
+
"learning_rate": 0.00015540983606557375,
|
808 |
+
"loss": 0.3469,
|
809 |
+
"step": 1290
|
810 |
+
},
|
811 |
+
{
|
812 |
+
"epoch": 2.91,
|
813 |
+
"learning_rate": 0.00015377049180327867,
|
814 |
+
"loss": 0.334,
|
815 |
+
"step": 1300
|
816 |
+
},
|
817 |
+
{
|
818 |
+
"epoch": 2.94,
|
819 |
+
"learning_rate": 0.0001521311475409836,
|
820 |
+
"loss": 0.3246,
|
821 |
+
"step": 1310
|
822 |
+
},
|
823 |
+
{
|
824 |
+
"epoch": 2.96,
|
825 |
+
"learning_rate": 0.0001504918032786885,
|
826 |
+
"loss": 0.3243,
|
827 |
+
"step": 1320
|
828 |
+
},
|
829 |
+
{
|
830 |
+
"epoch": 2.98,
|
831 |
+
"learning_rate": 0.00014885245901639343,
|
832 |
+
"loss": 0.3219,
|
833 |
+
"step": 1330
|
834 |
+
},
|
835 |
+
{
|
836 |
+
"epoch": 3.0,
|
837 |
+
"learning_rate": 0.00014721311475409836,
|
838 |
+
"loss": 0.3022,
|
839 |
+
"step": 1340
|
840 |
+
},
|
841 |
+
{
|
842 |
+
"epoch": 3.03,
|
843 |
+
"learning_rate": 0.00014557377049180328,
|
844 |
+
"loss": 0.1935,
|
845 |
+
"step": 1350
|
846 |
+
},
|
847 |
+
{
|
848 |
+
"epoch": 3.05,
|
849 |
+
"learning_rate": 0.0001439344262295082,
|
850 |
+
"loss": 0.2093,
|
851 |
+
"step": 1360
|
852 |
+
},
|
853 |
+
{
|
854 |
+
"epoch": 3.07,
|
855 |
+
"learning_rate": 0.0001422950819672131,
|
856 |
+
"loss": 0.1961,
|
857 |
+
"step": 1370
|
858 |
+
},
|
859 |
+
{
|
860 |
+
"epoch": 3.09,
|
861 |
+
"learning_rate": 0.00014065573770491801,
|
862 |
+
"loss": 0.1788,
|
863 |
+
"step": 1380
|
864 |
+
},
|
865 |
+
{
|
866 |
+
"epoch": 3.12,
|
867 |
+
"learning_rate": 0.00013901639344262294,
|
868 |
+
"loss": 0.2245,
|
869 |
+
"step": 1390
|
870 |
+
},
|
871 |
+
{
|
872 |
+
"epoch": 3.14,
|
873 |
+
"learning_rate": 0.00013737704918032786,
|
874 |
+
"loss": 0.1815,
|
875 |
+
"step": 1400
|
876 |
+
},
|
877 |
+
{
|
878 |
+
"epoch": 3.16,
|
879 |
+
"learning_rate": 0.00013573770491803278,
|
880 |
+
"loss": 0.2018,
|
881 |
+
"step": 1410
|
882 |
+
},
|
883 |
+
{
|
884 |
+
"epoch": 3.18,
|
885 |
+
"learning_rate": 0.0001340983606557377,
|
886 |
+
"loss": 0.1909,
|
887 |
+
"step": 1420
|
888 |
+
},
|
889 |
+
{
|
890 |
+
"epoch": 3.21,
|
891 |
+
"learning_rate": 0.00013245901639344262,
|
892 |
+
"loss": 0.2025,
|
893 |
+
"step": 1430
|
894 |
+
},
|
895 |
+
{
|
896 |
+
"epoch": 3.23,
|
897 |
+
"learning_rate": 0.00013081967213114754,
|
898 |
+
"loss": 0.1927,
|
899 |
+
"step": 1440
|
900 |
+
},
|
901 |
+
{
|
902 |
+
"epoch": 3.25,
|
903 |
+
"learning_rate": 0.00012918032786885246,
|
904 |
+
"loss": 0.1816,
|
905 |
+
"step": 1450
|
906 |
+
},
|
907 |
+
{
|
908 |
+
"epoch": 3.27,
|
909 |
+
"learning_rate": 0.00012754098360655736,
|
910 |
+
"loss": 0.2217,
|
911 |
+
"step": 1460
|
912 |
+
},
|
913 |
+
{
|
914 |
+
"epoch": 3.3,
|
915 |
+
"learning_rate": 0.00012590163934426228,
|
916 |
+
"loss": 0.2035,
|
917 |
+
"step": 1470
|
918 |
+
},
|
919 |
+
{
|
920 |
+
"epoch": 3.32,
|
921 |
+
"learning_rate": 0.0001242622950819672,
|
922 |
+
"loss": 0.1904,
|
923 |
+
"step": 1480
|
924 |
+
},
|
925 |
+
{
|
926 |
+
"epoch": 3.34,
|
927 |
+
"learning_rate": 0.00012262295081967212,
|
928 |
+
"loss": 0.1945,
|
929 |
+
"step": 1490
|
930 |
+
},
|
931 |
+
{
|
932 |
+
"epoch": 3.36,
|
933 |
+
"learning_rate": 0.00012098360655737703,
|
934 |
+
"loss": 0.1724,
|
935 |
+
"step": 1500
|
936 |
+
},
|
937 |
+
{
|
938 |
+
"epoch": 3.39,
|
939 |
+
"learning_rate": 0.00011934426229508195,
|
940 |
+
"loss": 0.1704,
|
941 |
+
"step": 1510
|
942 |
+
},
|
943 |
+
{
|
944 |
+
"epoch": 3.41,
|
945 |
+
"learning_rate": 0.00011770491803278688,
|
946 |
+
"loss": 0.1745,
|
947 |
+
"step": 1520
|
948 |
+
},
|
949 |
+
{
|
950 |
+
"epoch": 3.43,
|
951 |
+
"learning_rate": 0.00011606557377049179,
|
952 |
+
"loss": 0.1756,
|
953 |
+
"step": 1530
|
954 |
+
},
|
955 |
+
{
|
956 |
+
"epoch": 3.45,
|
957 |
+
"learning_rate": 0.00011442622950819671,
|
958 |
+
"loss": 0.1864,
|
959 |
+
"step": 1540
|
960 |
+
},
|
961 |
+
{
|
962 |
+
"epoch": 3.48,
|
963 |
+
"learning_rate": 0.00011278688524590164,
|
964 |
+
"loss": 0.1799,
|
965 |
+
"step": 1550
|
966 |
+
},
|
967 |
+
{
|
968 |
+
"epoch": 3.5,
|
969 |
+
"learning_rate": 0.00011114754098360654,
|
970 |
+
"loss": 0.1974,
|
971 |
+
"step": 1560
|
972 |
+
},
|
973 |
+
{
|
974 |
+
"epoch": 3.52,
|
975 |
+
"learning_rate": 0.00010950819672131146,
|
976 |
+
"loss": 0.1751,
|
977 |
+
"step": 1570
|
978 |
+
},
|
979 |
+
{
|
980 |
+
"epoch": 3.54,
|
981 |
+
"learning_rate": 0.00010786885245901639,
|
982 |
+
"loss": 0.1792,
|
983 |
+
"step": 1580
|
984 |
+
},
|
985 |
+
{
|
986 |
+
"epoch": 3.57,
|
987 |
+
"learning_rate": 0.00010622950819672129,
|
988 |
+
"loss": 0.1887,
|
989 |
+
"step": 1590
|
990 |
+
},
|
991 |
+
{
|
992 |
+
"epoch": 3.59,
|
993 |
+
"learning_rate": 0.00010459016393442621,
|
994 |
+
"loss": 0.1763,
|
995 |
+
"step": 1600
|
996 |
+
},
|
997 |
+
{
|
998 |
+
"epoch": 3.59,
|
999 |
+
"eval_loss": 0.47305428981781006,
|
1000 |
+
"eval_runtime": 60.8349,
|
1001 |
+
"eval_samples_per_second": 43.429,
|
1002 |
+
"eval_steps_per_second": 0.69,
|
1003 |
+
"eval_wer": 0.12973026576755256,
|
1004 |
+
"step": 1600
|
1005 |
+
},
|
1006 |
+
{
|
1007 |
+
"epoch": 3.61,
|
1008 |
+
"learning_rate": 0.00010295081967213115,
|
1009 |
+
"loss": 0.1767,
|
1010 |
+
"step": 1610
|
1011 |
+
},
|
1012 |
+
{
|
1013 |
+
"epoch": 3.63,
|
1014 |
+
"learning_rate": 0.00010131147540983606,
|
1015 |
+
"loss": 0.1769,
|
1016 |
+
"step": 1620
|
1017 |
+
},
|
1018 |
+
{
|
1019 |
+
"epoch": 3.65,
|
1020 |
+
"learning_rate": 9.967213114754098e-05,
|
1021 |
+
"loss": 0.1691,
|
1022 |
+
"step": 1630
|
1023 |
+
},
|
1024 |
+
{
|
1025 |
+
"epoch": 3.68,
|
1026 |
+
"learning_rate": 9.80327868852459e-05,
|
1027 |
+
"loss": 0.1762,
|
1028 |
+
"step": 1640
|
1029 |
+
},
|
1030 |
+
{
|
1031 |
+
"epoch": 3.7,
|
1032 |
+
"learning_rate": 9.639344262295081e-05,
|
1033 |
+
"loss": 0.1636,
|
1034 |
+
"step": 1650
|
1035 |
+
},
|
1036 |
+
{
|
1037 |
+
"epoch": 3.72,
|
1038 |
+
"learning_rate": 9.475409836065573e-05,
|
1039 |
+
"loss": 0.1834,
|
1040 |
+
"step": 1660
|
1041 |
+
},
|
1042 |
+
{
|
1043 |
+
"epoch": 3.74,
|
1044 |
+
"learning_rate": 9.311475409836065e-05,
|
1045 |
+
"loss": 0.1781,
|
1046 |
+
"step": 1670
|
1047 |
+
},
|
1048 |
+
{
|
1049 |
+
"epoch": 3.77,
|
1050 |
+
"learning_rate": 9.147540983606556e-05,
|
1051 |
+
"loss": 0.1686,
|
1052 |
+
"step": 1680
|
1053 |
+
},
|
1054 |
+
{
|
1055 |
+
"epoch": 3.79,
|
1056 |
+
"learning_rate": 8.983606557377048e-05,
|
1057 |
+
"loss": 0.1657,
|
1058 |
+
"step": 1690
|
1059 |
+
},
|
1060 |
+
{
|
1061 |
+
"epoch": 3.81,
|
1062 |
+
"learning_rate": 8.819672131147541e-05,
|
1063 |
+
"loss": 0.1468,
|
1064 |
+
"step": 1700
|
1065 |
+
},
|
1066 |
+
{
|
1067 |
+
"epoch": 3.83,
|
1068 |
+
"learning_rate": 8.655737704918032e-05,
|
1069 |
+
"loss": 0.1686,
|
1070 |
+
"step": 1710
|
1071 |
+
},
|
1072 |
+
{
|
1073 |
+
"epoch": 3.86,
|
1074 |
+
"learning_rate": 8.491803278688524e-05,
|
1075 |
+
"loss": 0.1583,
|
1076 |
+
"step": 1720
|
1077 |
+
},
|
1078 |
+
{
|
1079 |
+
"epoch": 3.88,
|
1080 |
+
"learning_rate": 8.327868852459016e-05,
|
1081 |
+
"loss": 0.1656,
|
1082 |
+
"step": 1730
|
1083 |
+
},
|
1084 |
+
{
|
1085 |
+
"epoch": 3.9,
|
1086 |
+
"learning_rate": 8.163934426229507e-05,
|
1087 |
+
"loss": 0.1595,
|
1088 |
+
"step": 1740
|
1089 |
+
},
|
1090 |
+
{
|
1091 |
+
"epoch": 3.92,
|
1092 |
+
"learning_rate": 7.999999999999999e-05,
|
1093 |
+
"loss": 0.1563,
|
1094 |
+
"step": 1750
|
1095 |
+
},
|
1096 |
+
{
|
1097 |
+
"epoch": 3.95,
|
1098 |
+
"learning_rate": 7.836065573770491e-05,
|
1099 |
+
"loss": 0.1625,
|
1100 |
+
"step": 1760
|
1101 |
+
},
|
1102 |
+
{
|
1103 |
+
"epoch": 3.97,
|
1104 |
+
"learning_rate": 7.672131147540982e-05,
|
1105 |
+
"loss": 0.1439,
|
1106 |
+
"step": 1770
|
1107 |
+
},
|
1108 |
+
{
|
1109 |
+
"epoch": 3.99,
|
1110 |
+
"learning_rate": 7.508196721311474e-05,
|
1111 |
+
"loss": 0.1593,
|
1112 |
+
"step": 1780
|
1113 |
+
},
|
1114 |
+
{
|
1115 |
+
"epoch": 4.01,
|
1116 |
+
"learning_rate": 7.344262295081966e-05,
|
1117 |
+
"loss": 0.1042,
|
1118 |
+
"step": 1790
|
1119 |
+
},
|
1120 |
+
{
|
1121 |
+
"epoch": 4.04,
|
1122 |
+
"learning_rate": 7.180327868852459e-05,
|
1123 |
+
"loss": 0.0931,
|
1124 |
+
"step": 1800
|
1125 |
+
},
|
1126 |
+
{
|
1127 |
+
"epoch": 4.06,
|
1128 |
+
"learning_rate": 7.01639344262295e-05,
|
1129 |
+
"loss": 0.0909,
|
1130 |
+
"step": 1810
|
1131 |
+
},
|
1132 |
+
{
|
1133 |
+
"epoch": 4.08,
|
1134 |
+
"learning_rate": 6.852459016393443e-05,
|
1135 |
+
"loss": 0.0955,
|
1136 |
+
"step": 1820
|
1137 |
+
},
|
1138 |
+
{
|
1139 |
+
"epoch": 4.1,
|
1140 |
+
"learning_rate": 6.688524590163934e-05,
|
1141 |
+
"loss": 0.102,
|
1142 |
+
"step": 1830
|
1143 |
+
},
|
1144 |
+
{
|
1145 |
+
"epoch": 4.13,
|
1146 |
+
"learning_rate": 6.524590163934426e-05,
|
1147 |
+
"loss": 0.0889,
|
1148 |
+
"step": 1840
|
1149 |
+
},
|
1150 |
+
{
|
1151 |
+
"epoch": 4.15,
|
1152 |
+
"learning_rate": 6.360655737704918e-05,
|
1153 |
+
"loss": 0.0968,
|
1154 |
+
"step": 1850
|
1155 |
+
},
|
1156 |
+
{
|
1157 |
+
"epoch": 4.17,
|
1158 |
+
"learning_rate": 6.19672131147541e-05,
|
1159 |
+
"loss": 0.0809,
|
1160 |
+
"step": 1860
|
1161 |
+
},
|
1162 |
+
{
|
1163 |
+
"epoch": 4.19,
|
1164 |
+
"learning_rate": 6.0327868852459015e-05,
|
1165 |
+
"loss": 0.0869,
|
1166 |
+
"step": 1870
|
1167 |
+
},
|
1168 |
+
{
|
1169 |
+
"epoch": 4.22,
|
1170 |
+
"learning_rate": 5.868852459016393e-05,
|
1171 |
+
"loss": 0.0913,
|
1172 |
+
"step": 1880
|
1173 |
+
},
|
1174 |
+
{
|
1175 |
+
"epoch": 4.24,
|
1176 |
+
"learning_rate": 5.7049180327868844e-05,
|
1177 |
+
"loss": 0.078,
|
1178 |
+
"step": 1890
|
1179 |
+
},
|
1180 |
+
{
|
1181 |
+
"epoch": 4.26,
|
1182 |
+
"learning_rate": 5.5409836065573765e-05,
|
1183 |
+
"loss": 0.0924,
|
1184 |
+
"step": 1900
|
1185 |
+
},
|
1186 |
+
{
|
1187 |
+
"epoch": 4.28,
|
1188 |
+
"learning_rate": 5.3770491803278686e-05,
|
1189 |
+
"loss": 0.0879,
|
1190 |
+
"step": 1910
|
1191 |
+
},
|
1192 |
+
{
|
1193 |
+
"epoch": 4.3,
|
1194 |
+
"learning_rate": 5.21311475409836e-05,
|
1195 |
+
"loss": 0.0869,
|
1196 |
+
"step": 1920
|
1197 |
+
},
|
1198 |
+
{
|
1199 |
+
"epoch": 4.33,
|
1200 |
+
"learning_rate": 5.049180327868852e-05,
|
1201 |
+
"loss": 0.0832,
|
1202 |
+
"step": 1930
|
1203 |
+
},
|
1204 |
+
{
|
1205 |
+
"epoch": 4.35,
|
1206 |
+
"learning_rate": 4.8852459016393436e-05,
|
1207 |
+
"loss": 0.0777,
|
1208 |
+
"step": 1940
|
1209 |
+
},
|
1210 |
+
{
|
1211 |
+
"epoch": 4.37,
|
1212 |
+
"learning_rate": 4.721311475409836e-05,
|
1213 |
+
"loss": 0.0905,
|
1214 |
+
"step": 1950
|
1215 |
+
},
|
1216 |
+
{
|
1217 |
+
"epoch": 4.39,
|
1218 |
+
"learning_rate": 4.557377049180328e-05,
|
1219 |
+
"loss": 0.0818,
|
1220 |
+
"step": 1960
|
1221 |
+
},
|
1222 |
+
{
|
1223 |
+
"epoch": 4.42,
|
1224 |
+
"learning_rate": 4.3934426229508194e-05,
|
1225 |
+
"loss": 0.0829,
|
1226 |
+
"step": 1970
|
1227 |
+
},
|
1228 |
+
{
|
1229 |
+
"epoch": 4.44,
|
1230 |
+
"learning_rate": 4.229508196721311e-05,
|
1231 |
+
"loss": 0.0865,
|
1232 |
+
"step": 1980
|
1233 |
+
},
|
1234 |
+
{
|
1235 |
+
"epoch": 4.46,
|
1236 |
+
"learning_rate": 4.065573770491803e-05,
|
1237 |
+
"loss": 0.0895,
|
1238 |
+
"step": 1990
|
1239 |
+
},
|
1240 |
+
{
|
1241 |
+
"epoch": 4.48,
|
1242 |
+
"learning_rate": 3.901639344262295e-05,
|
1243 |
+
"loss": 0.089,
|
1244 |
+
"step": 2000
|
1245 |
+
},
|
1246 |
+
{
|
1247 |
+
"epoch": 4.48,
|
1248 |
+
"eval_loss": 0.41652488708496094,
|
1249 |
+
"eval_runtime": 61.3777,
|
1250 |
+
"eval_samples_per_second": 43.045,
|
1251 |
+
"eval_steps_per_second": 0.684,
|
1252 |
+
"eval_wer": 0.11800872669575566,
|
1253 |
+
"step": 2000
|
1254 |
+
}
|
1255 |
+
],
|
1256 |
+
"max_steps": 2230,
|
1257 |
+
"num_train_epochs": 5,
|
1258 |
+
"total_flos": 2.644259324881902e+19,
|
1259 |
+
"trial_name": null,
|
1260 |
+
"trial_params": null
|
1261 |
+
}
|
checkpoint-2000/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c029da8afe9a48537ce0d99ab7e8b3fe26f7bf6fda6f49c143ff0da9917a35f4
|
3 |
+
size 3055
|
config.json
ADDED
@@ -0,0 +1,291 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "./",
|
3 |
+
"architectures": [
|
4 |
+
"SpeechEncoderDecoderModel"
|
5 |
+
],
|
6 |
+
"decoder": {
|
7 |
+
"_name_or_path": "facebook/bart-base",
|
8 |
+
"activation_dropout": 0.1,
|
9 |
+
"activation_function": "gelu",
|
10 |
+
"add_bias_logits": false,
|
11 |
+
"add_cross_attention": true,
|
12 |
+
"add_final_layer_norm": false,
|
13 |
+
"architectures": [
|
14 |
+
"BartModel"
|
15 |
+
],
|
16 |
+
"attention_dropout": 0.1,
|
17 |
+
"bad_words_ids": null,
|
18 |
+
"bos_token_id": 0,
|
19 |
+
"chunk_size_feed_forward": 0,
|
20 |
+
"classif_dropout": 0.1,
|
21 |
+
"classifier_dropout": 0.0,
|
22 |
+
"cross_attention_hidden_size": null,
|
23 |
+
"d_model": 768,
|
24 |
+
"decoder_attention_heads": 12,
|
25 |
+
"decoder_ffn_dim": 3072,
|
26 |
+
"decoder_layerdrop": 0.0,
|
27 |
+
"decoder_layers": 6,
|
28 |
+
"decoder_start_token_id": 2,
|
29 |
+
"diversity_penalty": 0.0,
|
30 |
+
"do_sample": false,
|
31 |
+
"dropout": 0.1,
|
32 |
+
"early_stopping": true,
|
33 |
+
"encoder_attention_heads": 12,
|
34 |
+
"encoder_ffn_dim": 3072,
|
35 |
+
"encoder_layerdrop": 0.0,
|
36 |
+
"encoder_layers": 6,
|
37 |
+
"encoder_no_repeat_ngram_size": 0,
|
38 |
+
"eos_token_id": 2,
|
39 |
+
"finetuning_task": null,
|
40 |
+
"forced_bos_token_id": null,
|
41 |
+
"forced_eos_token_id": 2,
|
42 |
+
"gradient_checkpointing": false,
|
43 |
+
"id2label": {
|
44 |
+
"0": "LABEL_0",
|
45 |
+
"1": "LABEL_1",
|
46 |
+
"2": "LABEL_2"
|
47 |
+
},
|
48 |
+
"init_std": 0.02,
|
49 |
+
"is_decoder": true,
|
50 |
+
"is_encoder_decoder": false,
|
51 |
+
"label2id": {
|
52 |
+
"LABEL_0": 0,
|
53 |
+
"LABEL_1": 1,
|
54 |
+
"LABEL_2": 2
|
55 |
+
},
|
56 |
+
"length_penalty": 1.0,
|
57 |
+
"max_length": 20,
|
58 |
+
"max_position_embeddings": 1024,
|
59 |
+
"min_length": 0,
|
60 |
+
"model_type": "bart",
|
61 |
+
"no_repeat_ngram_size": 3,
|
62 |
+
"normalize_before": false,
|
63 |
+
"normalize_embedding": true,
|
64 |
+
"num_beam_groups": 1,
|
65 |
+
"num_beams": 4,
|
66 |
+
"num_hidden_layers": 6,
|
67 |
+
"num_return_sequences": 1,
|
68 |
+
"output_attentions": false,
|
69 |
+
"output_hidden_states": false,
|
70 |
+
"output_scores": false,
|
71 |
+
"pad_token_id": 1,
|
72 |
+
"prefix": null,
|
73 |
+
"problem_type": null,
|
74 |
+
"pruned_heads": {},
|
75 |
+
"remove_invalid_values": false,
|
76 |
+
"repetition_penalty": 1.0,
|
77 |
+
"return_dict": true,
|
78 |
+
"return_dict_in_generate": false,
|
79 |
+
"scale_embedding": false,
|
80 |
+
"sep_token_id": null,
|
81 |
+
"task_specific_params": {
|
82 |
+
"summarization": {
|
83 |
+
"length_penalty": 1.0,
|
84 |
+
"max_length": 128,
|
85 |
+
"min_length": 12,
|
86 |
+
"num_beams": 4
|
87 |
+
},
|
88 |
+
"summarization_cnn": {
|
89 |
+
"length_penalty": 2.0,
|
90 |
+
"max_length": 142,
|
91 |
+
"min_length": 56,
|
92 |
+
"num_beams": 4
|
93 |
+
},
|
94 |
+
"summarization_xsum": {
|
95 |
+
"length_penalty": 1.0,
|
96 |
+
"max_length": 62,
|
97 |
+
"min_length": 11,
|
98 |
+
"num_beams": 6
|
99 |
+
}
|
100 |
+
},
|
101 |
+
"temperature": 1.0,
|
102 |
+
"tie_encoder_decoder": false,
|
103 |
+
"tie_word_embeddings": true,
|
104 |
+
"tokenizer_class": null,
|
105 |
+
"top_k": 50,
|
106 |
+
"top_p": 1.0,
|
107 |
+
"torch_dtype": "float32",
|
108 |
+
"torchscript": false,
|
109 |
+
"transformers_version": "4.15.0.dev0",
|
110 |
+
"use_bfloat16": false,
|
111 |
+
"use_cache": true,
|
112 |
+
"vocab_size": 50265
|
113 |
+
},
|
114 |
+
"decoder_start_token_id": 0,
|
115 |
+
"encoder": {
|
116 |
+
"_name_or_path": "facebook/wav2vec2-base",
|
117 |
+
"activation_dropout": 0.0,
|
118 |
+
"adapter_kernel_size": 3,
|
119 |
+
"adapter_stride": 2,
|
120 |
+
"add_adapter": false,
|
121 |
+
"add_cross_attention": false,
|
122 |
+
"apply_spec_augment": true,
|
123 |
+
"architectures": [
|
124 |
+
"Wav2Vec2ForPreTraining"
|
125 |
+
],
|
126 |
+
"attention_dropout": 0.1,
|
127 |
+
"bad_words_ids": null,
|
128 |
+
"bos_token_id": 1,
|
129 |
+
"chunk_size_feed_forward": 0,
|
130 |
+
"classifier_proj_size": 256,
|
131 |
+
"codevector_dim": 256,
|
132 |
+
"contrastive_logits_temperature": 0.1,
|
133 |
+
"conv_bias": false,
|
134 |
+
"conv_dim": [
|
135 |
+
512,
|
136 |
+
512,
|
137 |
+
512,
|
138 |
+
512,
|
139 |
+
512,
|
140 |
+
512,
|
141 |
+
512
|
142 |
+
],
|
143 |
+
"conv_kernel": [
|
144 |
+
10,
|
145 |
+
3,
|
146 |
+
3,
|
147 |
+
3,
|
148 |
+
3,
|
149 |
+
2,
|
150 |
+
2
|
151 |
+
],
|
152 |
+
"conv_stride": [
|
153 |
+
5,
|
154 |
+
2,
|
155 |
+
2,
|
156 |
+
2,
|
157 |
+
2,
|
158 |
+
2,
|
159 |
+
2
|
160 |
+
],
|
161 |
+
"cross_attention_hidden_size": null,
|
162 |
+
"ctc_loss_reduction": "sum",
|
163 |
+
"ctc_zero_infinity": false,
|
164 |
+
"decoder_start_token_id": null,
|
165 |
+
"diversity_loss_weight": 0.1,
|
166 |
+
"diversity_penalty": 0.0,
|
167 |
+
"do_sample": false,
|
168 |
+
"do_stable_layer_norm": false,
|
169 |
+
"early_stopping": false,
|
170 |
+
"encoder_no_repeat_ngram_size": 0,
|
171 |
+
"eos_token_id": 2,
|
172 |
+
"feat_extract_activation": "gelu",
|
173 |
+
"feat_extract_norm": "group",
|
174 |
+
"feat_proj_dropout": 0.0,
|
175 |
+
"feat_quantizer_dropout": 0.0,
|
176 |
+
"final_dropout": 0.0,
|
177 |
+
"finetuning_task": null,
|
178 |
+
"forced_bos_token_id": null,
|
179 |
+
"forced_eos_token_id": null,
|
180 |
+
"freeze_feat_extract_train": true,
|
181 |
+
"hidden_act": "gelu",
|
182 |
+
"hidden_dropout": 0.1,
|
183 |
+
"hidden_size": 768,
|
184 |
+
"id2label": {
|
185 |
+
"0": "LABEL_0",
|
186 |
+
"1": "LABEL_1"
|
187 |
+
},
|
188 |
+
"initializer_range": 0.02,
|
189 |
+
"intermediate_size": 3072,
|
190 |
+
"is_decoder": false,
|
191 |
+
"is_encoder_decoder": false,
|
192 |
+
"label2id": {
|
193 |
+
"LABEL_0": 0,
|
194 |
+
"LABEL_1": 1
|
195 |
+
},
|
196 |
+
"layer_norm_eps": 1e-05,
|
197 |
+
"layerdrop": 0.0,
|
198 |
+
"length_penalty": 1.0,
|
199 |
+
"mask_channel_length": 10,
|
200 |
+
"mask_channel_min_space": 1,
|
201 |
+
"mask_channel_other": 0.0,
|
202 |
+
"mask_channel_prob": 0.0,
|
203 |
+
"mask_channel_selection": "static",
|
204 |
+
"mask_feature_length": 10,
|
205 |
+
"mask_feature_min_masks": 0,
|
206 |
+
"mask_feature_prob": 0.0,
|
207 |
+
"mask_time_length": 10,
|
208 |
+
"mask_time_min_masks": 2,
|
209 |
+
"mask_time_min_space": 1,
|
210 |
+
"mask_time_other": 0.0,
|
211 |
+
"mask_time_prob": 0.0,
|
212 |
+
"mask_time_selection": "static",
|
213 |
+
"max_length": 20,
|
214 |
+
"min_length": 0,
|
215 |
+
"model_type": "wav2vec2",
|
216 |
+
"no_mask_channel_overlap": false,
|
217 |
+
"no_mask_time_overlap": false,
|
218 |
+
"no_repeat_ngram_size": 0,
|
219 |
+
"num_adapter_layers": 3,
|
220 |
+
"num_attention_heads": 12,
|
221 |
+
"num_beam_groups": 1,
|
222 |
+
"num_beams": 1,
|
223 |
+
"num_codevector_groups": 2,
|
224 |
+
"num_codevectors_per_group": 320,
|
225 |
+
"num_conv_pos_embedding_groups": 16,
|
226 |
+
"num_conv_pos_embeddings": 128,
|
227 |
+
"num_feat_extract_layers": 7,
|
228 |
+
"num_hidden_layers": 12,
|
229 |
+
"num_negatives": 100,
|
230 |
+
"num_return_sequences": 1,
|
231 |
+
"output_attentions": false,
|
232 |
+
"output_hidden_size": 768,
|
233 |
+
"output_hidden_states": false,
|
234 |
+
"output_scores": false,
|
235 |
+
"pad_token_id": 0,
|
236 |
+
"prefix": null,
|
237 |
+
"problem_type": null,
|
238 |
+
"proj_codevector_dim": 256,
|
239 |
+
"pruned_heads": {},
|
240 |
+
"remove_invalid_values": false,
|
241 |
+
"repetition_penalty": 1.0,
|
242 |
+
"return_dict": true,
|
243 |
+
"return_dict_in_generate": false,
|
244 |
+
"sep_token_id": null,
|
245 |
+
"task_specific_params": null,
|
246 |
+
"tdnn_dilation": [
|
247 |
+
1,
|
248 |
+
2,
|
249 |
+
3,
|
250 |
+
1,
|
251 |
+
1
|
252 |
+
],
|
253 |
+
"tdnn_dim": [
|
254 |
+
512,
|
255 |
+
512,
|
256 |
+
512,
|
257 |
+
512,
|
258 |
+
1500
|
259 |
+
],
|
260 |
+
"tdnn_kernel": [
|
261 |
+
5,
|
262 |
+
3,
|
263 |
+
3,
|
264 |
+
1,
|
265 |
+
1
|
266 |
+
],
|
267 |
+
"temperature": 1.0,
|
268 |
+
"tie_encoder_decoder": false,
|
269 |
+
"tie_word_embeddings": true,
|
270 |
+
"tokenizer_class": null,
|
271 |
+
"top_k": 50,
|
272 |
+
"top_p": 1.0,
|
273 |
+
"torch_dtype": null,
|
274 |
+
"torchscript": false,
|
275 |
+
"transformers_version": "4.15.0.dev0",
|
276 |
+
"use_bfloat16": false,
|
277 |
+
"use_weighted_layer_sum": false,
|
278 |
+
"vocab_size": 32,
|
279 |
+
"xvector_output_dim": 512
|
280 |
+
},
|
281 |
+
"eos_token_id": 2,
|
282 |
+
"is_encoder_decoder": true,
|
283 |
+
"max_length": 40,
|
284 |
+
"model_type": "speech-encoder-decoder",
|
285 |
+
"pad_token_id": 1,
|
286 |
+
"processor_class": "Wav2Vec2Processor",
|
287 |
+
"tie_word_embeddings": false,
|
288 |
+
"torch_dtype": "float32",
|
289 |
+
"transformers_version": null,
|
290 |
+
"use_cache": false
|
291 |
+
}
|
create_model.py
ADDED
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
#!/usr/bin/env python3
|
2 |
+
from transformers import SpeechEncoderDecoderModel, AutoFeatureExtractor, AutoTokenizer
|
3 |
+
import torch
|
4 |
+
|
5 |
+
|
6 |
+
encoder_id = "facebook/wav2vec2-base"
|
7 |
+
decoder_id = "facebook/bart-base"
|
8 |
+
|
9 |
+
model = SpeechEncoderDecoderModel.from_encoder_decoder_pretrained(encoder_id, decoder_id, encoder_add_adapter=True)
|
10 |
+
model.config.encoder.feat_proj_dropout = 0.0
|
11 |
+
model.config.encoder.mask_time_prob = 0.0
|
12 |
+
model.config.decoder_start_token_id = model.decoder.config.bos_token_id
|
13 |
+
model.config.pad_token_id = model.decoder.config.pad_token_id
|
14 |
+
model.config.eos_token_id = model.decoder.config.eos_token_id
|
15 |
+
model.config.max_length = 40
|
16 |
+
model.config.encoder.layerdrop = 0.0
|
17 |
+
model.config.use_cache = False
|
18 |
+
model.config.processor_class = "Wav2Vec2Processor"
|
19 |
+
|
20 |
+
# check if generation works
|
21 |
+
out = model.generate(torch.ones((1, 2000)))
|
22 |
+
|
23 |
+
model.save_pretrained("./")
|
24 |
+
|
25 |
+
feature_etxractor = AutoFeatureExtractor.from_pretrained(encoder_id)
|
26 |
+
feature_etxractor.save_pretrained("./")
|
27 |
+
tokenizer = AutoTokenizer.from_pretrained(decoder_id)
|
28 |
+
tokenizer.save_pretrained("./")
|
emissions.csv
ADDED
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
1 |
+
timestamp,experiment_id,project_name,duration,emissions,energy_consumed,country_name,country_iso_code,region,on_cloud,cloud_provider,cloud_region
|
2 |
+
2021-12-22T12:36:27,6d18c71e-f1b0-4f2e-b8a5-07165da045c2,codecarbon,3187.4341790676117,0.42607577097711286,1.1584441842770876,USA,USA,nan,Y,aws,us-east-1
|
eval_results.json
ADDED
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"eval_loss": 0.40512892603874207,
|
4 |
+
"eval_runtime": 60.9636,
|
5 |
+
"eval_samples": 2642,
|
6 |
+
"eval_samples_per_second": 43.337,
|
7 |
+
"eval_steps_per_second": 0.689,
|
8 |
+
"eval_wer": 0.11511305037683459
|
9 |
+
}
|
merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
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": false,
|
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:f4e7e4501561b66afbcb7f00bc6d95a9410c7dd4f7270d2d3ed5cc7b44d805e1
|
3 |
+
size 762044061
|
run_librispeech.sh
ADDED
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
#!/usr/bin/env bash
|
2 |
+
#CUDA_VISIBLE_DEVICES="0" python run_speech_recognition_seq2seq.py \
|
3 |
+
python -m torch.distributed.launch \
|
4 |
+
--nproc_per_node 8 run_speech_recognition_seq2seq.py \
|
5 |
+
--dataset_name="librispeech_asr" \
|
6 |
+
--model_name_or_path="./" \
|
7 |
+
--dataset_config_name="clean" \
|
8 |
+
--train_split_name="train.100" \
|
9 |
+
--eval_split_name="validation" \
|
10 |
+
--output_dir="./" \
|
11 |
+
--preprocessing_num_workers="16" \
|
12 |
+
--length_column_name="input_length" \
|
13 |
+
--overwrite_output_dir \
|
14 |
+
--num_train_epochs="5" \
|
15 |
+
--per_device_train_batch_size="8" \
|
16 |
+
--per_device_eval_batch_size="8" \
|
17 |
+
--gradient_accumulation_steps="1" \
|
18 |
+
--learning_rate="3e-4" \
|
19 |
+
--warmup_steps="400" \
|
20 |
+
--evaluation_strategy="steps" \
|
21 |
+
--text_column_name="text" \
|
22 |
+
--save_steps="400" \
|
23 |
+
--eval_steps="400" \
|
24 |
+
--logging_steps="10" \
|
25 |
+
--save_total_limit="1" \
|
26 |
+
--freeze_feature_extractor \
|
27 |
+
--gradient_checkpointing \
|
28 |
+
--fp16 \
|
29 |
+
--group_by_length \
|
30 |
+
--predict_with_generate \
|
31 |
+
--do_train --do_eval
|
run_speech_recognition_seq2seq.py
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
/home/ubuntu/transformers/examples/pytorch/speech-recognition/run_speech_recognition_seq2seq.py
|
runs/Dec22_11-42-50_ip-172-31-1-149/1640173397.2128675/events.out.tfevents.1640173397.ip-172-31-1-149.489657.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6a3867d1f1945a775f70109031c11090a9837942f56d9aaf362e2f4d6c219151
|
3 |
+
size 4951
|
runs/Dec22_11-42-50_ip-172-31-1-149/events.out.tfevents.1640173397.ip-172-31-1-149.489657.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4d5b9e5988021325cb2505e47ee82877c9669c63ec7492cde700493e59810cb0
|
3 |
+
size 46811
|
runs/Dec22_11-42-50_ip-172-31-1-149/events.out.tfevents.1640176651.ip-172-31-1-149.489657.2
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:34cf8407b5897ebc16b68ccadd37b5c8e85970ade73f2d51944f395187b0f5ac
|
3 |
+
size 358
|
special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "model_max_length": 1024, "special_tokens_map_file": null, "name_or_path": "./", "tokenizer_class": "BartTokenizer"}
|
train_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"train_loss": 1.5071858802451146,
|
4 |
+
"train_runtime": 3191.5244,
|
5 |
+
"train_samples": 28538,
|
6 |
+
"train_samples_per_second": 44.709,
|
7 |
+
"train_steps_per_second": 0.699
|
8 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,1408 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 5.0,
|
5 |
+
"global_step": 2230,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.02,
|
12 |
+
"learning_rate": 2.2499999999999996e-06,
|
13 |
+
"loss": 11.7449,
|
14 |
+
"step": 10
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.04,
|
18 |
+
"learning_rate": 9.75e-06,
|
19 |
+
"loss": 9.9528,
|
20 |
+
"step": 20
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 0.07,
|
24 |
+
"learning_rate": 1.725e-05,
|
25 |
+
"loss": 7.8835,
|
26 |
+
"step": 30
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 0.09,
|
30 |
+
"learning_rate": 2.475e-05,
|
31 |
+
"loss": 6.9463,
|
32 |
+
"step": 40
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 0.11,
|
36 |
+
"learning_rate": 3.225e-05,
|
37 |
+
"loss": 6.3116,
|
38 |
+
"step": 50
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 0.13,
|
42 |
+
"learning_rate": 3.975e-05,
|
43 |
+
"loss": 5.8418,
|
44 |
+
"step": 60
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.16,
|
48 |
+
"learning_rate": 4.7249999999999997e-05,
|
49 |
+
"loss": 5.6196,
|
50 |
+
"step": 70
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 0.18,
|
54 |
+
"learning_rate": 5.4749999999999996e-05,
|
55 |
+
"loss": 5.4065,
|
56 |
+
"step": 80
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 0.2,
|
60 |
+
"learning_rate": 6.225e-05,
|
61 |
+
"loss": 5.3217,
|
62 |
+
"step": 90
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 0.22,
|
66 |
+
"learning_rate": 6.975e-05,
|
67 |
+
"loss": 5.2094,
|
68 |
+
"step": 100
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 0.25,
|
72 |
+
"learning_rate": 7.725e-05,
|
73 |
+
"loss": 5.2388,
|
74 |
+
"step": 110
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 0.27,
|
78 |
+
"learning_rate": 8.474999999999999e-05,
|
79 |
+
"loss": 5.1522,
|
80 |
+
"step": 120
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 0.29,
|
84 |
+
"learning_rate": 9.224999999999999e-05,
|
85 |
+
"loss": 5.1679,
|
86 |
+
"step": 130
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 0.31,
|
90 |
+
"learning_rate": 9.975e-05,
|
91 |
+
"loss": 5.112,
|
92 |
+
"step": 140
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 0.34,
|
96 |
+
"learning_rate": 0.00010724999999999999,
|
97 |
+
"loss": 5.1008,
|
98 |
+
"step": 150
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 0.36,
|
102 |
+
"learning_rate": 0.00011475,
|
103 |
+
"loss": 5.1024,
|
104 |
+
"step": 160
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 0.38,
|
108 |
+
"learning_rate": 0.00012225,
|
109 |
+
"loss": 5.0238,
|
110 |
+
"step": 170
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 0.4,
|
114 |
+
"learning_rate": 0.00012974999999999998,
|
115 |
+
"loss": 5.061,
|
116 |
+
"step": 180
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 0.43,
|
120 |
+
"learning_rate": 0.00013725,
|
121 |
+
"loss": 5.0293,
|
122 |
+
"step": 190
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 0.45,
|
126 |
+
"learning_rate": 0.00014475,
|
127 |
+
"loss": 5.0315,
|
128 |
+
"step": 200
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 0.47,
|
132 |
+
"learning_rate": 0.00015224999999999996,
|
133 |
+
"loss": 5.1264,
|
134 |
+
"step": 210
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 0.49,
|
138 |
+
"learning_rate": 0.00015974999999999998,
|
139 |
+
"loss": 4.9663,
|
140 |
+
"step": 220
|
141 |
+
},
|
142 |
+
{
|
143 |
+
"epoch": 0.52,
|
144 |
+
"learning_rate": 0.00016724999999999997,
|
145 |
+
"loss": 4.9525,
|
146 |
+
"step": 230
|
147 |
+
},
|
148 |
+
{
|
149 |
+
"epoch": 0.54,
|
150 |
+
"learning_rate": 0.00017475,
|
151 |
+
"loss": 4.9757,
|
152 |
+
"step": 240
|
153 |
+
},
|
154 |
+
{
|
155 |
+
"epoch": 0.56,
|
156 |
+
"learning_rate": 0.00018224999999999998,
|
157 |
+
"loss": 4.9203,
|
158 |
+
"step": 250
|
159 |
+
},
|
160 |
+
{
|
161 |
+
"epoch": 0.58,
|
162 |
+
"learning_rate": 0.00018974999999999998,
|
163 |
+
"loss": 4.908,
|
164 |
+
"step": 260
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 0.61,
|
168 |
+
"learning_rate": 0.00019724999999999997,
|
169 |
+
"loss": 4.845,
|
170 |
+
"step": 270
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 0.63,
|
174 |
+
"learning_rate": 0.00020475,
|
175 |
+
"loss": 4.8367,
|
176 |
+
"step": 280
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 0.65,
|
180 |
+
"learning_rate": 0.00021224999999999998,
|
181 |
+
"loss": 4.8034,
|
182 |
+
"step": 290
|
183 |
+
},
|
184 |
+
{
|
185 |
+
"epoch": 0.67,
|
186 |
+
"learning_rate": 0.00021975,
|
187 |
+
"loss": 4.8215,
|
188 |
+
"step": 300
|
189 |
+
},
|
190 |
+
{
|
191 |
+
"epoch": 0.7,
|
192 |
+
"learning_rate": 0.00022724999999999997,
|
193 |
+
"loss": 4.7776,
|
194 |
+
"step": 310
|
195 |
+
},
|
196 |
+
{
|
197 |
+
"epoch": 0.72,
|
198 |
+
"learning_rate": 0.00023474999999999996,
|
199 |
+
"loss": 4.7166,
|
200 |
+
"step": 320
|
201 |
+
},
|
202 |
+
{
|
203 |
+
"epoch": 0.74,
|
204 |
+
"learning_rate": 0.00024224999999999998,
|
205 |
+
"loss": 4.7696,
|
206 |
+
"step": 330
|
207 |
+
},
|
208 |
+
{
|
209 |
+
"epoch": 0.76,
|
210 |
+
"learning_rate": 0.000249,
|
211 |
+
"loss": 4.6817,
|
212 |
+
"step": 340
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 0.78,
|
216 |
+
"learning_rate": 0.00025649999999999995,
|
217 |
+
"loss": 4.7147,
|
218 |
+
"step": 350
|
219 |
+
},
|
220 |
+
{
|
221 |
+
"epoch": 0.81,
|
222 |
+
"learning_rate": 0.00026399999999999997,
|
223 |
+
"loss": 4.6688,
|
224 |
+
"step": 360
|
225 |
+
},
|
226 |
+
{
|
227 |
+
"epoch": 0.83,
|
228 |
+
"learning_rate": 0.0002715,
|
229 |
+
"loss": 4.5991,
|
230 |
+
"step": 370
|
231 |
+
},
|
232 |
+
{
|
233 |
+
"epoch": 0.85,
|
234 |
+
"learning_rate": 0.000279,
|
235 |
+
"loss": 4.6401,
|
236 |
+
"step": 380
|
237 |
+
},
|
238 |
+
{
|
239 |
+
"epoch": 0.87,
|
240 |
+
"learning_rate": 0.00028649999999999997,
|
241 |
+
"loss": 4.6029,
|
242 |
+
"step": 390
|
243 |
+
},
|
244 |
+
{
|
245 |
+
"epoch": 0.9,
|
246 |
+
"learning_rate": 0.000294,
|
247 |
+
"loss": 4.5118,
|
248 |
+
"step": 400
|
249 |
+
},
|
250 |
+
{
|
251 |
+
"epoch": 0.9,
|
252 |
+
"eval_loss": 4.247889041900635,
|
253 |
+
"eval_runtime": 51.3593,
|
254 |
+
"eval_samples_per_second": 51.442,
|
255 |
+
"eval_steps_per_second": 0.818,
|
256 |
+
"eval_wer": 0.9033518445061484,
|
257 |
+
"step": 400
|
258 |
+
},
|
259 |
+
{
|
260 |
+
"epoch": 0.92,
|
261 |
+
"learning_rate": 0.000299672131147541,
|
262 |
+
"loss": 4.5483,
|
263 |
+
"step": 410
|
264 |
+
},
|
265 |
+
{
|
266 |
+
"epoch": 0.94,
|
267 |
+
"learning_rate": 0.00029803278688524587,
|
268 |
+
"loss": 4.4005,
|
269 |
+
"step": 420
|
270 |
+
},
|
271 |
+
{
|
272 |
+
"epoch": 0.96,
|
273 |
+
"learning_rate": 0.00029639344262295076,
|
274 |
+
"loss": 4.327,
|
275 |
+
"step": 430
|
276 |
+
},
|
277 |
+
{
|
278 |
+
"epoch": 0.99,
|
279 |
+
"learning_rate": 0.0002947540983606557,
|
280 |
+
"loss": 4.2717,
|
281 |
+
"step": 440
|
282 |
+
},
|
283 |
+
{
|
284 |
+
"epoch": 1.01,
|
285 |
+
"learning_rate": 0.0002931147540983606,
|
286 |
+
"loss": 4.0139,
|
287 |
+
"step": 450
|
288 |
+
},
|
289 |
+
{
|
290 |
+
"epoch": 1.03,
|
291 |
+
"learning_rate": 0.00029147540983606555,
|
292 |
+
"loss": 3.8304,
|
293 |
+
"step": 460
|
294 |
+
},
|
295 |
+
{
|
296 |
+
"epoch": 1.05,
|
297 |
+
"learning_rate": 0.0002898360655737705,
|
298 |
+
"loss": 3.5825,
|
299 |
+
"step": 470
|
300 |
+
},
|
301 |
+
{
|
302 |
+
"epoch": 1.08,
|
303 |
+
"learning_rate": 0.0002881967213114754,
|
304 |
+
"loss": 3.4968,
|
305 |
+
"step": 480
|
306 |
+
},
|
307 |
+
{
|
308 |
+
"epoch": 1.1,
|
309 |
+
"learning_rate": 0.0002865573770491803,
|
310 |
+
"loss": 3.2832,
|
311 |
+
"step": 490
|
312 |
+
},
|
313 |
+
{
|
314 |
+
"epoch": 1.12,
|
315 |
+
"learning_rate": 0.00028491803278688524,
|
316 |
+
"loss": 3.1368,
|
317 |
+
"step": 500
|
318 |
+
},
|
319 |
+
{
|
320 |
+
"epoch": 1.14,
|
321 |
+
"learning_rate": 0.00028327868852459013,
|
322 |
+
"loss": 2.899,
|
323 |
+
"step": 510
|
324 |
+
},
|
325 |
+
{
|
326 |
+
"epoch": 1.17,
|
327 |
+
"learning_rate": 0.0002816393442622951,
|
328 |
+
"loss": 2.6293,
|
329 |
+
"step": 520
|
330 |
+
},
|
331 |
+
{
|
332 |
+
"epoch": 1.19,
|
333 |
+
"learning_rate": 0.00028,
|
334 |
+
"loss": 2.7137,
|
335 |
+
"step": 530
|
336 |
+
},
|
337 |
+
{
|
338 |
+
"epoch": 1.21,
|
339 |
+
"learning_rate": 0.00027836065573770487,
|
340 |
+
"loss": 2.4069,
|
341 |
+
"step": 540
|
342 |
+
},
|
343 |
+
{
|
344 |
+
"epoch": 1.23,
|
345 |
+
"learning_rate": 0.0002767213114754098,
|
346 |
+
"loss": 2.3349,
|
347 |
+
"step": 550
|
348 |
+
},
|
349 |
+
{
|
350 |
+
"epoch": 1.26,
|
351 |
+
"learning_rate": 0.0002750819672131147,
|
352 |
+
"loss": 2.1064,
|
353 |
+
"step": 560
|
354 |
+
},
|
355 |
+
{
|
356 |
+
"epoch": 1.28,
|
357 |
+
"learning_rate": 0.00027344262295081966,
|
358 |
+
"loss": 1.9375,
|
359 |
+
"step": 570
|
360 |
+
},
|
361 |
+
{
|
362 |
+
"epoch": 1.3,
|
363 |
+
"learning_rate": 0.00027180327868852455,
|
364 |
+
"loss": 1.9395,
|
365 |
+
"step": 580
|
366 |
+
},
|
367 |
+
{
|
368 |
+
"epoch": 1.32,
|
369 |
+
"learning_rate": 0.0002701639344262295,
|
370 |
+
"loss": 1.7861,
|
371 |
+
"step": 590
|
372 |
+
},
|
373 |
+
{
|
374 |
+
"epoch": 1.35,
|
375 |
+
"learning_rate": 0.0002685245901639344,
|
376 |
+
"loss": 1.6795,
|
377 |
+
"step": 600
|
378 |
+
},
|
379 |
+
{
|
380 |
+
"epoch": 1.37,
|
381 |
+
"learning_rate": 0.0002668852459016393,
|
382 |
+
"loss": 1.5166,
|
383 |
+
"step": 610
|
384 |
+
},
|
385 |
+
{
|
386 |
+
"epoch": 1.39,
|
387 |
+
"learning_rate": 0.00026524590163934424,
|
388 |
+
"loss": 1.4776,
|
389 |
+
"step": 620
|
390 |
+
},
|
391 |
+
{
|
392 |
+
"epoch": 1.41,
|
393 |
+
"learning_rate": 0.00026360655737704913,
|
394 |
+
"loss": 1.4286,
|
395 |
+
"step": 630
|
396 |
+
},
|
397 |
+
{
|
398 |
+
"epoch": 1.43,
|
399 |
+
"learning_rate": 0.0002619672131147541,
|
400 |
+
"loss": 1.3071,
|
401 |
+
"step": 640
|
402 |
+
},
|
403 |
+
{
|
404 |
+
"epoch": 1.46,
|
405 |
+
"learning_rate": 0.00026032786885245903,
|
406 |
+
"loss": 1.277,
|
407 |
+
"step": 650
|
408 |
+
},
|
409 |
+
{
|
410 |
+
"epoch": 1.48,
|
411 |
+
"learning_rate": 0.0002586885245901639,
|
412 |
+
"loss": 1.2741,
|
413 |
+
"step": 660
|
414 |
+
},
|
415 |
+
{
|
416 |
+
"epoch": 1.5,
|
417 |
+
"learning_rate": 0.0002570491803278688,
|
418 |
+
"loss": 1.1661,
|
419 |
+
"step": 670
|
420 |
+
},
|
421 |
+
{
|
422 |
+
"epoch": 1.52,
|
423 |
+
"learning_rate": 0.00025540983606557377,
|
424 |
+
"loss": 1.1585,
|
425 |
+
"step": 680
|
426 |
+
},
|
427 |
+
{
|
428 |
+
"epoch": 1.55,
|
429 |
+
"learning_rate": 0.00025377049180327866,
|
430 |
+
"loss": 1.1015,
|
431 |
+
"step": 690
|
432 |
+
},
|
433 |
+
{
|
434 |
+
"epoch": 1.57,
|
435 |
+
"learning_rate": 0.0002521311475409836,
|
436 |
+
"loss": 1.0403,
|
437 |
+
"step": 700
|
438 |
+
},
|
439 |
+
{
|
440 |
+
"epoch": 1.59,
|
441 |
+
"learning_rate": 0.0002504918032786885,
|
442 |
+
"loss": 1.0001,
|
443 |
+
"step": 710
|
444 |
+
},
|
445 |
+
{
|
446 |
+
"epoch": 1.61,
|
447 |
+
"learning_rate": 0.0002488524590163934,
|
448 |
+
"loss": 0.9915,
|
449 |
+
"step": 720
|
450 |
+
},
|
451 |
+
{
|
452 |
+
"epoch": 1.64,
|
453 |
+
"learning_rate": 0.00024721311475409835,
|
454 |
+
"loss": 0.9481,
|
455 |
+
"step": 730
|
456 |
+
},
|
457 |
+
{
|
458 |
+
"epoch": 1.66,
|
459 |
+
"learning_rate": 0.00024557377049180324,
|
460 |
+
"loss": 0.9522,
|
461 |
+
"step": 740
|
462 |
+
},
|
463 |
+
{
|
464 |
+
"epoch": 1.68,
|
465 |
+
"learning_rate": 0.00024393442622950816,
|
466 |
+
"loss": 0.9063,
|
467 |
+
"step": 750
|
468 |
+
},
|
469 |
+
{
|
470 |
+
"epoch": 1.7,
|
471 |
+
"learning_rate": 0.00024229508196721308,
|
472 |
+
"loss": 0.8868,
|
473 |
+
"step": 760
|
474 |
+
},
|
475 |
+
{
|
476 |
+
"epoch": 1.73,
|
477 |
+
"learning_rate": 0.000240655737704918,
|
478 |
+
"loss": 0.818,
|
479 |
+
"step": 770
|
480 |
+
},
|
481 |
+
{
|
482 |
+
"epoch": 1.75,
|
483 |
+
"learning_rate": 0.00023901639344262293,
|
484 |
+
"loss": 0.8436,
|
485 |
+
"step": 780
|
486 |
+
},
|
487 |
+
{
|
488 |
+
"epoch": 1.77,
|
489 |
+
"learning_rate": 0.00023737704918032785,
|
490 |
+
"loss": 0.7755,
|
491 |
+
"step": 790
|
492 |
+
},
|
493 |
+
{
|
494 |
+
"epoch": 1.79,
|
495 |
+
"learning_rate": 0.00023573770491803274,
|
496 |
+
"loss": 0.8016,
|
497 |
+
"step": 800
|
498 |
+
},
|
499 |
+
{
|
500 |
+
"epoch": 1.79,
|
501 |
+
"eval_loss": 0.8116478323936462,
|
502 |
+
"eval_runtime": 61.0806,
|
503 |
+
"eval_samples_per_second": 43.254,
|
504 |
+
"eval_steps_per_second": 0.688,
|
505 |
+
"eval_wer": 0.2206862356207854,
|
506 |
+
"step": 800
|
507 |
+
},
|
508 |
+
{
|
509 |
+
"epoch": 1.82,
|
510 |
+
"learning_rate": 0.00023409836065573766,
|
511 |
+
"loss": 0.7623,
|
512 |
+
"step": 810
|
513 |
+
},
|
514 |
+
{
|
515 |
+
"epoch": 1.84,
|
516 |
+
"learning_rate": 0.00023245901639344258,
|
517 |
+
"loss": 0.7884,
|
518 |
+
"step": 820
|
519 |
+
},
|
520 |
+
{
|
521 |
+
"epoch": 1.86,
|
522 |
+
"learning_rate": 0.00023081967213114753,
|
523 |
+
"loss": 0.7791,
|
524 |
+
"step": 830
|
525 |
+
},
|
526 |
+
{
|
527 |
+
"epoch": 1.88,
|
528 |
+
"learning_rate": 0.00022918032786885245,
|
529 |
+
"loss": 0.7111,
|
530 |
+
"step": 840
|
531 |
+
},
|
532 |
+
{
|
533 |
+
"epoch": 1.91,
|
534 |
+
"learning_rate": 0.00022754098360655738,
|
535 |
+
"loss": 0.7063,
|
536 |
+
"step": 850
|
537 |
+
},
|
538 |
+
{
|
539 |
+
"epoch": 1.93,
|
540 |
+
"learning_rate": 0.0002259016393442623,
|
541 |
+
"loss": 0.7307,
|
542 |
+
"step": 860
|
543 |
+
},
|
544 |
+
{
|
545 |
+
"epoch": 1.95,
|
546 |
+
"learning_rate": 0.0002242622950819672,
|
547 |
+
"loss": 0.6792,
|
548 |
+
"step": 870
|
549 |
+
},
|
550 |
+
{
|
551 |
+
"epoch": 1.97,
|
552 |
+
"learning_rate": 0.0002226229508196721,
|
553 |
+
"loss": 0.6496,
|
554 |
+
"step": 880
|
555 |
+
},
|
556 |
+
{
|
557 |
+
"epoch": 2.0,
|
558 |
+
"learning_rate": 0.00022098360655737703,
|
559 |
+
"loss": 0.6929,
|
560 |
+
"step": 890
|
561 |
+
},
|
562 |
+
{
|
563 |
+
"epoch": 2.02,
|
564 |
+
"learning_rate": 0.00021934426229508195,
|
565 |
+
"loss": 0.5503,
|
566 |
+
"step": 900
|
567 |
+
},
|
568 |
+
{
|
569 |
+
"epoch": 2.04,
|
570 |
+
"learning_rate": 0.00021770491803278688,
|
571 |
+
"loss": 0.4833,
|
572 |
+
"step": 910
|
573 |
+
},
|
574 |
+
{
|
575 |
+
"epoch": 2.06,
|
576 |
+
"learning_rate": 0.0002160655737704918,
|
577 |
+
"loss": 0.5107,
|
578 |
+
"step": 920
|
579 |
+
},
|
580 |
+
{
|
581 |
+
"epoch": 2.09,
|
582 |
+
"learning_rate": 0.0002144262295081967,
|
583 |
+
"loss": 0.4637,
|
584 |
+
"step": 930
|
585 |
+
},
|
586 |
+
{
|
587 |
+
"epoch": 2.11,
|
588 |
+
"learning_rate": 0.0002127868852459016,
|
589 |
+
"loss": 0.4764,
|
590 |
+
"step": 940
|
591 |
+
},
|
592 |
+
{
|
593 |
+
"epoch": 2.13,
|
594 |
+
"learning_rate": 0.00021114754098360653,
|
595 |
+
"loss": 0.4332,
|
596 |
+
"step": 950
|
597 |
+
},
|
598 |
+
{
|
599 |
+
"epoch": 2.15,
|
600 |
+
"learning_rate": 0.00020950819672131146,
|
601 |
+
"loss": 0.4599,
|
602 |
+
"step": 960
|
603 |
+
},
|
604 |
+
{
|
605 |
+
"epoch": 2.17,
|
606 |
+
"learning_rate": 0.00020786885245901638,
|
607 |
+
"loss": 0.4582,
|
608 |
+
"step": 970
|
609 |
+
},
|
610 |
+
{
|
611 |
+
"epoch": 2.2,
|
612 |
+
"learning_rate": 0.00020622950819672127,
|
613 |
+
"loss": 0.4112,
|
614 |
+
"step": 980
|
615 |
+
},
|
616 |
+
{
|
617 |
+
"epoch": 2.22,
|
618 |
+
"learning_rate": 0.0002045901639344262,
|
619 |
+
"loss": 0.4441,
|
620 |
+
"step": 990
|
621 |
+
},
|
622 |
+
{
|
623 |
+
"epoch": 2.24,
|
624 |
+
"learning_rate": 0.0002029508196721311,
|
625 |
+
"loss": 0.4575,
|
626 |
+
"step": 1000
|
627 |
+
},
|
628 |
+
{
|
629 |
+
"epoch": 2.26,
|
630 |
+
"learning_rate": 0.00020131147540983603,
|
631 |
+
"loss": 0.4177,
|
632 |
+
"step": 1010
|
633 |
+
},
|
634 |
+
{
|
635 |
+
"epoch": 2.29,
|
636 |
+
"learning_rate": 0.00019967213114754098,
|
637 |
+
"loss": 0.4323,
|
638 |
+
"step": 1020
|
639 |
+
},
|
640 |
+
{
|
641 |
+
"epoch": 2.31,
|
642 |
+
"learning_rate": 0.0001980327868852459,
|
643 |
+
"loss": 0.4295,
|
644 |
+
"step": 1030
|
645 |
+
},
|
646 |
+
{
|
647 |
+
"epoch": 2.33,
|
648 |
+
"learning_rate": 0.00019639344262295083,
|
649 |
+
"loss": 0.4595,
|
650 |
+
"step": 1040
|
651 |
+
},
|
652 |
+
{
|
653 |
+
"epoch": 2.35,
|
654 |
+
"learning_rate": 0.00019475409836065572,
|
655 |
+
"loss": 0.4338,
|
656 |
+
"step": 1050
|
657 |
+
},
|
658 |
+
{
|
659 |
+
"epoch": 2.38,
|
660 |
+
"learning_rate": 0.00019311475409836064,
|
661 |
+
"loss": 0.4104,
|
662 |
+
"step": 1060
|
663 |
+
},
|
664 |
+
{
|
665 |
+
"epoch": 2.4,
|
666 |
+
"learning_rate": 0.00019147540983606556,
|
667 |
+
"loss": 0.4216,
|
668 |
+
"step": 1070
|
669 |
+
},
|
670 |
+
{
|
671 |
+
"epoch": 2.42,
|
672 |
+
"learning_rate": 0.00018983606557377048,
|
673 |
+
"loss": 0.3729,
|
674 |
+
"step": 1080
|
675 |
+
},
|
676 |
+
{
|
677 |
+
"epoch": 2.44,
|
678 |
+
"learning_rate": 0.0001881967213114754,
|
679 |
+
"loss": 0.3998,
|
680 |
+
"step": 1090
|
681 |
+
},
|
682 |
+
{
|
683 |
+
"epoch": 2.47,
|
684 |
+
"learning_rate": 0.0001865573770491803,
|
685 |
+
"loss": 0.4082,
|
686 |
+
"step": 1100
|
687 |
+
},
|
688 |
+
{
|
689 |
+
"epoch": 2.49,
|
690 |
+
"learning_rate": 0.00018491803278688522,
|
691 |
+
"loss": 0.38,
|
692 |
+
"step": 1110
|
693 |
+
},
|
694 |
+
{
|
695 |
+
"epoch": 2.51,
|
696 |
+
"learning_rate": 0.00018327868852459014,
|
697 |
+
"loss": 0.4157,
|
698 |
+
"step": 1120
|
699 |
+
},
|
700 |
+
{
|
701 |
+
"epoch": 2.53,
|
702 |
+
"learning_rate": 0.00018163934426229506,
|
703 |
+
"loss": 0.3937,
|
704 |
+
"step": 1130
|
705 |
+
},
|
706 |
+
{
|
707 |
+
"epoch": 2.56,
|
708 |
+
"learning_rate": 0.00017999999999999998,
|
709 |
+
"loss": 0.3772,
|
710 |
+
"step": 1140
|
711 |
+
},
|
712 |
+
{
|
713 |
+
"epoch": 2.58,
|
714 |
+
"learning_rate": 0.0001783606557377049,
|
715 |
+
"loss": 0.3767,
|
716 |
+
"step": 1150
|
717 |
+
},
|
718 |
+
{
|
719 |
+
"epoch": 2.6,
|
720 |
+
"learning_rate": 0.0001767213114754098,
|
721 |
+
"loss": 0.3602,
|
722 |
+
"step": 1160
|
723 |
+
},
|
724 |
+
{
|
725 |
+
"epoch": 2.62,
|
726 |
+
"learning_rate": 0.00017508196721311472,
|
727 |
+
"loss": 0.3876,
|
728 |
+
"step": 1170
|
729 |
+
},
|
730 |
+
{
|
731 |
+
"epoch": 2.65,
|
732 |
+
"learning_rate": 0.00017344262295081964,
|
733 |
+
"loss": 0.3776,
|
734 |
+
"step": 1180
|
735 |
+
},
|
736 |
+
{
|
737 |
+
"epoch": 2.67,
|
738 |
+
"learning_rate": 0.00017180327868852456,
|
739 |
+
"loss": 0.3617,
|
740 |
+
"step": 1190
|
741 |
+
},
|
742 |
+
{
|
743 |
+
"epoch": 2.69,
|
744 |
+
"learning_rate": 0.0001701639344262295,
|
745 |
+
"loss": 0.3627,
|
746 |
+
"step": 1200
|
747 |
+
},
|
748 |
+
{
|
749 |
+
"epoch": 2.69,
|
750 |
+
"eval_loss": 0.5665903091430664,
|
751 |
+
"eval_runtime": 61.1317,
|
752 |
+
"eval_samples_per_second": 43.218,
|
753 |
+
"eval_steps_per_second": 0.687,
|
754 |
+
"eval_wer": 0.1506743355811186,
|
755 |
+
"step": 1200
|
756 |
+
},
|
757 |
+
{
|
758 |
+
"epoch": 2.71,
|
759 |
+
"learning_rate": 0.00016852459016393443,
|
760 |
+
"loss": 0.3478,
|
761 |
+
"step": 1210
|
762 |
+
},
|
763 |
+
{
|
764 |
+
"epoch": 2.74,
|
765 |
+
"learning_rate": 0.00016688524590163935,
|
766 |
+
"loss": 0.3861,
|
767 |
+
"step": 1220
|
768 |
+
},
|
769 |
+
{
|
770 |
+
"epoch": 2.76,
|
771 |
+
"learning_rate": 0.00016524590163934425,
|
772 |
+
"loss": 0.3283,
|
773 |
+
"step": 1230
|
774 |
+
},
|
775 |
+
{
|
776 |
+
"epoch": 2.78,
|
777 |
+
"learning_rate": 0.00016360655737704917,
|
778 |
+
"loss": 0.3455,
|
779 |
+
"step": 1240
|
780 |
+
},
|
781 |
+
{
|
782 |
+
"epoch": 2.8,
|
783 |
+
"learning_rate": 0.0001619672131147541,
|
784 |
+
"loss": 0.3457,
|
785 |
+
"step": 1250
|
786 |
+
},
|
787 |
+
{
|
788 |
+
"epoch": 2.83,
|
789 |
+
"learning_rate": 0.000160327868852459,
|
790 |
+
"loss": 0.3178,
|
791 |
+
"step": 1260
|
792 |
+
},
|
793 |
+
{
|
794 |
+
"epoch": 2.85,
|
795 |
+
"learning_rate": 0.00015868852459016393,
|
796 |
+
"loss": 0.3429,
|
797 |
+
"step": 1270
|
798 |
+
},
|
799 |
+
{
|
800 |
+
"epoch": 2.87,
|
801 |
+
"learning_rate": 0.00015704918032786883,
|
802 |
+
"loss": 0.3253,
|
803 |
+
"step": 1280
|
804 |
+
},
|
805 |
+
{
|
806 |
+
"epoch": 2.89,
|
807 |
+
"learning_rate": 0.00015540983606557375,
|
808 |
+
"loss": 0.3469,
|
809 |
+
"step": 1290
|
810 |
+
},
|
811 |
+
{
|
812 |
+
"epoch": 2.91,
|
813 |
+
"learning_rate": 0.00015377049180327867,
|
814 |
+
"loss": 0.334,
|
815 |
+
"step": 1300
|
816 |
+
},
|
817 |
+
{
|
818 |
+
"epoch": 2.94,
|
819 |
+
"learning_rate": 0.0001521311475409836,
|
820 |
+
"loss": 0.3246,
|
821 |
+
"step": 1310
|
822 |
+
},
|
823 |
+
{
|
824 |
+
"epoch": 2.96,
|
825 |
+
"learning_rate": 0.0001504918032786885,
|
826 |
+
"loss": 0.3243,
|
827 |
+
"step": 1320
|
828 |
+
},
|
829 |
+
{
|
830 |
+
"epoch": 2.98,
|
831 |
+
"learning_rate": 0.00014885245901639343,
|
832 |
+
"loss": 0.3219,
|
833 |
+
"step": 1330
|
834 |
+
},
|
835 |
+
{
|
836 |
+
"epoch": 3.0,
|
837 |
+
"learning_rate": 0.00014721311475409836,
|
838 |
+
"loss": 0.3022,
|
839 |
+
"step": 1340
|
840 |
+
},
|
841 |
+
{
|
842 |
+
"epoch": 3.03,
|
843 |
+
"learning_rate": 0.00014557377049180328,
|
844 |
+
"loss": 0.1935,
|
845 |
+
"step": 1350
|
846 |
+
},
|
847 |
+
{
|
848 |
+
"epoch": 3.05,
|
849 |
+
"learning_rate": 0.0001439344262295082,
|
850 |
+
"loss": 0.2093,
|
851 |
+
"step": 1360
|
852 |
+
},
|
853 |
+
{
|
854 |
+
"epoch": 3.07,
|
855 |
+
"learning_rate": 0.0001422950819672131,
|
856 |
+
"loss": 0.1961,
|
857 |
+
"step": 1370
|
858 |
+
},
|
859 |
+
{
|
860 |
+
"epoch": 3.09,
|
861 |
+
"learning_rate": 0.00014065573770491801,
|
862 |
+
"loss": 0.1788,
|
863 |
+
"step": 1380
|
864 |
+
},
|
865 |
+
{
|
866 |
+
"epoch": 3.12,
|
867 |
+
"learning_rate": 0.00013901639344262294,
|
868 |
+
"loss": 0.2245,
|
869 |
+
"step": 1390
|
870 |
+
},
|
871 |
+
{
|
872 |
+
"epoch": 3.14,
|
873 |
+
"learning_rate": 0.00013737704918032786,
|
874 |
+
"loss": 0.1815,
|
875 |
+
"step": 1400
|
876 |
+
},
|
877 |
+
{
|
878 |
+
"epoch": 3.16,
|
879 |
+
"learning_rate": 0.00013573770491803278,
|
880 |
+
"loss": 0.2018,
|
881 |
+
"step": 1410
|
882 |
+
},
|
883 |
+
{
|
884 |
+
"epoch": 3.18,
|
885 |
+
"learning_rate": 0.0001340983606557377,
|
886 |
+
"loss": 0.1909,
|
887 |
+
"step": 1420
|
888 |
+
},
|
889 |
+
{
|
890 |
+
"epoch": 3.21,
|
891 |
+
"learning_rate": 0.00013245901639344262,
|
892 |
+
"loss": 0.2025,
|
893 |
+
"step": 1430
|
894 |
+
},
|
895 |
+
{
|
896 |
+
"epoch": 3.23,
|
897 |
+
"learning_rate": 0.00013081967213114754,
|
898 |
+
"loss": 0.1927,
|
899 |
+
"step": 1440
|
900 |
+
},
|
901 |
+
{
|
902 |
+
"epoch": 3.25,
|
903 |
+
"learning_rate": 0.00012918032786885246,
|
904 |
+
"loss": 0.1816,
|
905 |
+
"step": 1450
|
906 |
+
},
|
907 |
+
{
|
908 |
+
"epoch": 3.27,
|
909 |
+
"learning_rate": 0.00012754098360655736,
|
910 |
+
"loss": 0.2217,
|
911 |
+
"step": 1460
|
912 |
+
},
|
913 |
+
{
|
914 |
+
"epoch": 3.3,
|
915 |
+
"learning_rate": 0.00012590163934426228,
|
916 |
+
"loss": 0.2035,
|
917 |
+
"step": 1470
|
918 |
+
},
|
919 |
+
{
|
920 |
+
"epoch": 3.32,
|
921 |
+
"learning_rate": 0.0001242622950819672,
|
922 |
+
"loss": 0.1904,
|
923 |
+
"step": 1480
|
924 |
+
},
|
925 |
+
{
|
926 |
+
"epoch": 3.34,
|
927 |
+
"learning_rate": 0.00012262295081967212,
|
928 |
+
"loss": 0.1945,
|
929 |
+
"step": 1490
|
930 |
+
},
|
931 |
+
{
|
932 |
+
"epoch": 3.36,
|
933 |
+
"learning_rate": 0.00012098360655737703,
|
934 |
+
"loss": 0.1724,
|
935 |
+
"step": 1500
|
936 |
+
},
|
937 |
+
{
|
938 |
+
"epoch": 3.39,
|
939 |
+
"learning_rate": 0.00011934426229508195,
|
940 |
+
"loss": 0.1704,
|
941 |
+
"step": 1510
|
942 |
+
},
|
943 |
+
{
|
944 |
+
"epoch": 3.41,
|
945 |
+
"learning_rate": 0.00011770491803278688,
|
946 |
+
"loss": 0.1745,
|
947 |
+
"step": 1520
|
948 |
+
},
|
949 |
+
{
|
950 |
+
"epoch": 3.43,
|
951 |
+
"learning_rate": 0.00011606557377049179,
|
952 |
+
"loss": 0.1756,
|
953 |
+
"step": 1530
|
954 |
+
},
|
955 |
+
{
|
956 |
+
"epoch": 3.45,
|
957 |
+
"learning_rate": 0.00011442622950819671,
|
958 |
+
"loss": 0.1864,
|
959 |
+
"step": 1540
|
960 |
+
},
|
961 |
+
{
|
962 |
+
"epoch": 3.48,
|
963 |
+
"learning_rate": 0.00011278688524590164,
|
964 |
+
"loss": 0.1799,
|
965 |
+
"step": 1550
|
966 |
+
},
|
967 |
+
{
|
968 |
+
"epoch": 3.5,
|
969 |
+
"learning_rate": 0.00011114754098360654,
|
970 |
+
"loss": 0.1974,
|
971 |
+
"step": 1560
|
972 |
+
},
|
973 |
+
{
|
974 |
+
"epoch": 3.52,
|
975 |
+
"learning_rate": 0.00010950819672131146,
|
976 |
+
"loss": 0.1751,
|
977 |
+
"step": 1570
|
978 |
+
},
|
979 |
+
{
|
980 |
+
"epoch": 3.54,
|
981 |
+
"learning_rate": 0.00010786885245901639,
|
982 |
+
"loss": 0.1792,
|
983 |
+
"step": 1580
|
984 |
+
},
|
985 |
+
{
|
986 |
+
"epoch": 3.57,
|
987 |
+
"learning_rate": 0.00010622950819672129,
|
988 |
+
"loss": 0.1887,
|
989 |
+
"step": 1590
|
990 |
+
},
|
991 |
+
{
|
992 |
+
"epoch": 3.59,
|
993 |
+
"learning_rate": 0.00010459016393442621,
|
994 |
+
"loss": 0.1763,
|
995 |
+
"step": 1600
|
996 |
+
},
|
997 |
+
{
|
998 |
+
"epoch": 3.59,
|
999 |
+
"eval_loss": 0.47305428981781006,
|
1000 |
+
"eval_runtime": 60.8349,
|
1001 |
+
"eval_samples_per_second": 43.429,
|
1002 |
+
"eval_steps_per_second": 0.69,
|
1003 |
+
"eval_wer": 0.12973026576755256,
|
1004 |
+
"step": 1600
|
1005 |
+
},
|
1006 |
+
{
|
1007 |
+
"epoch": 3.61,
|
1008 |
+
"learning_rate": 0.00010295081967213115,
|
1009 |
+
"loss": 0.1767,
|
1010 |
+
"step": 1610
|
1011 |
+
},
|
1012 |
+
{
|
1013 |
+
"epoch": 3.63,
|
1014 |
+
"learning_rate": 0.00010131147540983606,
|
1015 |
+
"loss": 0.1769,
|
1016 |
+
"step": 1620
|
1017 |
+
},
|
1018 |
+
{
|
1019 |
+
"epoch": 3.65,
|
1020 |
+
"learning_rate": 9.967213114754098e-05,
|
1021 |
+
"loss": 0.1691,
|
1022 |
+
"step": 1630
|
1023 |
+
},
|
1024 |
+
{
|
1025 |
+
"epoch": 3.68,
|
1026 |
+
"learning_rate": 9.80327868852459e-05,
|
1027 |
+
"loss": 0.1762,
|
1028 |
+
"step": 1640
|
1029 |
+
},
|
1030 |
+
{
|
1031 |
+
"epoch": 3.7,
|
1032 |
+
"learning_rate": 9.639344262295081e-05,
|
1033 |
+
"loss": 0.1636,
|
1034 |
+
"step": 1650
|
1035 |
+
},
|
1036 |
+
{
|
1037 |
+
"epoch": 3.72,
|
1038 |
+
"learning_rate": 9.475409836065573e-05,
|
1039 |
+
"loss": 0.1834,
|
1040 |
+
"step": 1660
|
1041 |
+
},
|
1042 |
+
{
|
1043 |
+
"epoch": 3.74,
|
1044 |
+
"learning_rate": 9.311475409836065e-05,
|
1045 |
+
"loss": 0.1781,
|
1046 |
+
"step": 1670
|
1047 |
+
},
|
1048 |
+
{
|
1049 |
+
"epoch": 3.77,
|
1050 |
+
"learning_rate": 9.147540983606556e-05,
|
1051 |
+
"loss": 0.1686,
|
1052 |
+
"step": 1680
|
1053 |
+
},
|
1054 |
+
{
|
1055 |
+
"epoch": 3.79,
|
1056 |
+
"learning_rate": 8.983606557377048e-05,
|
1057 |
+
"loss": 0.1657,
|
1058 |
+
"step": 1690
|
1059 |
+
},
|
1060 |
+
{
|
1061 |
+
"epoch": 3.81,
|
1062 |
+
"learning_rate": 8.819672131147541e-05,
|
1063 |
+
"loss": 0.1468,
|
1064 |
+
"step": 1700
|
1065 |
+
},
|
1066 |
+
{
|
1067 |
+
"epoch": 3.83,
|
1068 |
+
"learning_rate": 8.655737704918032e-05,
|
1069 |
+
"loss": 0.1686,
|
1070 |
+
"step": 1710
|
1071 |
+
},
|
1072 |
+
{
|
1073 |
+
"epoch": 3.86,
|
1074 |
+
"learning_rate": 8.491803278688524e-05,
|
1075 |
+
"loss": 0.1583,
|
1076 |
+
"step": 1720
|
1077 |
+
},
|
1078 |
+
{
|
1079 |
+
"epoch": 3.88,
|
1080 |
+
"learning_rate": 8.327868852459016e-05,
|
1081 |
+
"loss": 0.1656,
|
1082 |
+
"step": 1730
|
1083 |
+
},
|
1084 |
+
{
|
1085 |
+
"epoch": 3.9,
|
1086 |
+
"learning_rate": 8.163934426229507e-05,
|
1087 |
+
"loss": 0.1595,
|
1088 |
+
"step": 1740
|
1089 |
+
},
|
1090 |
+
{
|
1091 |
+
"epoch": 3.92,
|
1092 |
+
"learning_rate": 7.999999999999999e-05,
|
1093 |
+
"loss": 0.1563,
|
1094 |
+
"step": 1750
|
1095 |
+
},
|
1096 |
+
{
|
1097 |
+
"epoch": 3.95,
|
1098 |
+
"learning_rate": 7.836065573770491e-05,
|
1099 |
+
"loss": 0.1625,
|
1100 |
+
"step": 1760
|
1101 |
+
},
|
1102 |
+
{
|
1103 |
+
"epoch": 3.97,
|
1104 |
+
"learning_rate": 7.672131147540982e-05,
|
1105 |
+
"loss": 0.1439,
|
1106 |
+
"step": 1770
|
1107 |
+
},
|
1108 |
+
{
|
1109 |
+
"epoch": 3.99,
|
1110 |
+
"learning_rate": 7.508196721311474e-05,
|
1111 |
+
"loss": 0.1593,
|
1112 |
+
"step": 1780
|
1113 |
+
},
|
1114 |
+
{
|
1115 |
+
"epoch": 4.01,
|
1116 |
+
"learning_rate": 7.344262295081966e-05,
|
1117 |
+
"loss": 0.1042,
|
1118 |
+
"step": 1790
|
1119 |
+
},
|
1120 |
+
{
|
1121 |
+
"epoch": 4.04,
|
1122 |
+
"learning_rate": 7.180327868852459e-05,
|
1123 |
+
"loss": 0.0931,
|
1124 |
+
"step": 1800
|
1125 |
+
},
|
1126 |
+
{
|
1127 |
+
"epoch": 4.06,
|
1128 |
+
"learning_rate": 7.01639344262295e-05,
|
1129 |
+
"loss": 0.0909,
|
1130 |
+
"step": 1810
|
1131 |
+
},
|
1132 |
+
{
|
1133 |
+
"epoch": 4.08,
|
1134 |
+
"learning_rate": 6.852459016393443e-05,
|
1135 |
+
"loss": 0.0955,
|
1136 |
+
"step": 1820
|
1137 |
+
},
|
1138 |
+
{
|
1139 |
+
"epoch": 4.1,
|
1140 |
+
"learning_rate": 6.688524590163934e-05,
|
1141 |
+
"loss": 0.102,
|
1142 |
+
"step": 1830
|
1143 |
+
},
|
1144 |
+
{
|
1145 |
+
"epoch": 4.13,
|
1146 |
+
"learning_rate": 6.524590163934426e-05,
|
1147 |
+
"loss": 0.0889,
|
1148 |
+
"step": 1840
|
1149 |
+
},
|
1150 |
+
{
|
1151 |
+
"epoch": 4.15,
|
1152 |
+
"learning_rate": 6.360655737704918e-05,
|
1153 |
+
"loss": 0.0968,
|
1154 |
+
"step": 1850
|
1155 |
+
},
|
1156 |
+
{
|
1157 |
+
"epoch": 4.17,
|
1158 |
+
"learning_rate": 6.19672131147541e-05,
|
1159 |
+
"loss": 0.0809,
|
1160 |
+
"step": 1860
|
1161 |
+
},
|
1162 |
+
{
|
1163 |
+
"epoch": 4.19,
|
1164 |
+
"learning_rate": 6.0327868852459015e-05,
|
1165 |
+
"loss": 0.0869,
|
1166 |
+
"step": 1870
|
1167 |
+
},
|
1168 |
+
{
|
1169 |
+
"epoch": 4.22,
|
1170 |
+
"learning_rate": 5.868852459016393e-05,
|
1171 |
+
"loss": 0.0913,
|
1172 |
+
"step": 1880
|
1173 |
+
},
|
1174 |
+
{
|
1175 |
+
"epoch": 4.24,
|
1176 |
+
"learning_rate": 5.7049180327868844e-05,
|
1177 |
+
"loss": 0.078,
|
1178 |
+
"step": 1890
|
1179 |
+
},
|
1180 |
+
{
|
1181 |
+
"epoch": 4.26,
|
1182 |
+
"learning_rate": 5.5409836065573765e-05,
|
1183 |
+
"loss": 0.0924,
|
1184 |
+
"step": 1900
|
1185 |
+
},
|
1186 |
+
{
|
1187 |
+
"epoch": 4.28,
|
1188 |
+
"learning_rate": 5.3770491803278686e-05,
|
1189 |
+
"loss": 0.0879,
|
1190 |
+
"step": 1910
|
1191 |
+
},
|
1192 |
+
{
|
1193 |
+
"epoch": 4.3,
|
1194 |
+
"learning_rate": 5.21311475409836e-05,
|
1195 |
+
"loss": 0.0869,
|
1196 |
+
"step": 1920
|
1197 |
+
},
|
1198 |
+
{
|
1199 |
+
"epoch": 4.33,
|
1200 |
+
"learning_rate": 5.049180327868852e-05,
|
1201 |
+
"loss": 0.0832,
|
1202 |
+
"step": 1930
|
1203 |
+
},
|
1204 |
+
{
|
1205 |
+
"epoch": 4.35,
|
1206 |
+
"learning_rate": 4.8852459016393436e-05,
|
1207 |
+
"loss": 0.0777,
|
1208 |
+
"step": 1940
|
1209 |
+
},
|
1210 |
+
{
|
1211 |
+
"epoch": 4.37,
|
1212 |
+
"learning_rate": 4.721311475409836e-05,
|
1213 |
+
"loss": 0.0905,
|
1214 |
+
"step": 1950
|
1215 |
+
},
|
1216 |
+
{
|
1217 |
+
"epoch": 4.39,
|
1218 |
+
"learning_rate": 4.557377049180328e-05,
|
1219 |
+
"loss": 0.0818,
|
1220 |
+
"step": 1960
|
1221 |
+
},
|
1222 |
+
{
|
1223 |
+
"epoch": 4.42,
|
1224 |
+
"learning_rate": 4.3934426229508194e-05,
|
1225 |
+
"loss": 0.0829,
|
1226 |
+
"step": 1970
|
1227 |
+
},
|
1228 |
+
{
|
1229 |
+
"epoch": 4.44,
|
1230 |
+
"learning_rate": 4.229508196721311e-05,
|
1231 |
+
"loss": 0.0865,
|
1232 |
+
"step": 1980
|
1233 |
+
},
|
1234 |
+
{
|
1235 |
+
"epoch": 4.46,
|
1236 |
+
"learning_rate": 4.065573770491803e-05,
|
1237 |
+
"loss": 0.0895,
|
1238 |
+
"step": 1990
|
1239 |
+
},
|
1240 |
+
{
|
1241 |
+
"epoch": 4.48,
|
1242 |
+
"learning_rate": 3.901639344262295e-05,
|
1243 |
+
"loss": 0.089,
|
1244 |
+
"step": 2000
|
1245 |
+
},
|
1246 |
+
{
|
1247 |
+
"epoch": 4.48,
|
1248 |
+
"eval_loss": 0.41652488708496094,
|
1249 |
+
"eval_runtime": 61.3777,
|
1250 |
+
"eval_samples_per_second": 43.045,
|
1251 |
+
"eval_steps_per_second": 0.684,
|
1252 |
+
"eval_wer": 0.11800872669575566,
|
1253 |
+
"step": 2000
|
1254 |
+
},
|
1255 |
+
{
|
1256 |
+
"epoch": 4.51,
|
1257 |
+
"learning_rate": 3.7377049180327865e-05,
|
1258 |
+
"loss": 0.071,
|
1259 |
+
"step": 2010
|
1260 |
+
},
|
1261 |
+
{
|
1262 |
+
"epoch": 4.53,
|
1263 |
+
"learning_rate": 3.5737704918032786e-05,
|
1264 |
+
"loss": 0.0847,
|
1265 |
+
"step": 2020
|
1266 |
+
},
|
1267 |
+
{
|
1268 |
+
"epoch": 4.55,
|
1269 |
+
"learning_rate": 3.40983606557377e-05,
|
1270 |
+
"loss": 0.0898,
|
1271 |
+
"step": 2030
|
1272 |
+
},
|
1273 |
+
{
|
1274 |
+
"epoch": 4.57,
|
1275 |
+
"learning_rate": 3.245901639344262e-05,
|
1276 |
+
"loss": 0.0798,
|
1277 |
+
"step": 2040
|
1278 |
+
},
|
1279 |
+
{
|
1280 |
+
"epoch": 4.6,
|
1281 |
+
"learning_rate": 3.081967213114754e-05,
|
1282 |
+
"loss": 0.091,
|
1283 |
+
"step": 2050
|
1284 |
+
},
|
1285 |
+
{
|
1286 |
+
"epoch": 4.62,
|
1287 |
+
"learning_rate": 2.9180327868852458e-05,
|
1288 |
+
"loss": 0.0867,
|
1289 |
+
"step": 2060
|
1290 |
+
},
|
1291 |
+
{
|
1292 |
+
"epoch": 4.64,
|
1293 |
+
"learning_rate": 2.7540983606557373e-05,
|
1294 |
+
"loss": 0.0847,
|
1295 |
+
"step": 2070
|
1296 |
+
},
|
1297 |
+
{
|
1298 |
+
"epoch": 4.66,
|
1299 |
+
"learning_rate": 2.5901639344262294e-05,
|
1300 |
+
"loss": 0.0861,
|
1301 |
+
"step": 2080
|
1302 |
+
},
|
1303 |
+
{
|
1304 |
+
"epoch": 4.69,
|
1305 |
+
"learning_rate": 2.4262295081967212e-05,
|
1306 |
+
"loss": 0.0858,
|
1307 |
+
"step": 2090
|
1308 |
+
},
|
1309 |
+
{
|
1310 |
+
"epoch": 4.71,
|
1311 |
+
"learning_rate": 2.262295081967213e-05,
|
1312 |
+
"loss": 0.0862,
|
1313 |
+
"step": 2100
|
1314 |
+
},
|
1315 |
+
{
|
1316 |
+
"epoch": 4.73,
|
1317 |
+
"learning_rate": 2.0983606557377048e-05,
|
1318 |
+
"loss": 0.0781,
|
1319 |
+
"step": 2110
|
1320 |
+
},
|
1321 |
+
{
|
1322 |
+
"epoch": 4.75,
|
1323 |
+
"learning_rate": 1.9344262295081962e-05,
|
1324 |
+
"loss": 0.0733,
|
1325 |
+
"step": 2120
|
1326 |
+
},
|
1327 |
+
{
|
1328 |
+
"epoch": 4.78,
|
1329 |
+
"learning_rate": 1.7704918032786883e-05,
|
1330 |
+
"loss": 0.0701,
|
1331 |
+
"step": 2130
|
1332 |
+
},
|
1333 |
+
{
|
1334 |
+
"epoch": 4.8,
|
1335 |
+
"learning_rate": 1.60655737704918e-05,
|
1336 |
+
"loss": 0.0688,
|
1337 |
+
"step": 2140
|
1338 |
+
},
|
1339 |
+
{
|
1340 |
+
"epoch": 4.82,
|
1341 |
+
"learning_rate": 1.442622950819672e-05,
|
1342 |
+
"loss": 0.0793,
|
1343 |
+
"step": 2150
|
1344 |
+
},
|
1345 |
+
{
|
1346 |
+
"epoch": 4.84,
|
1347 |
+
"learning_rate": 1.2786885245901637e-05,
|
1348 |
+
"loss": 0.074,
|
1349 |
+
"step": 2160
|
1350 |
+
},
|
1351 |
+
{
|
1352 |
+
"epoch": 4.87,
|
1353 |
+
"learning_rate": 1.1147540983606557e-05,
|
1354 |
+
"loss": 0.0728,
|
1355 |
+
"step": 2170
|
1356 |
+
},
|
1357 |
+
{
|
1358 |
+
"epoch": 4.89,
|
1359 |
+
"learning_rate": 9.508196721311474e-06,
|
1360 |
+
"loss": 0.0702,
|
1361 |
+
"step": 2180
|
1362 |
+
},
|
1363 |
+
{
|
1364 |
+
"epoch": 4.91,
|
1365 |
+
"learning_rate": 7.868852459016392e-06,
|
1366 |
+
"loss": 0.0672,
|
1367 |
+
"step": 2190
|
1368 |
+
},
|
1369 |
+
{
|
1370 |
+
"epoch": 4.93,
|
1371 |
+
"learning_rate": 6.229508196721311e-06,
|
1372 |
+
"loss": 0.0799,
|
1373 |
+
"step": 2200
|
1374 |
+
},
|
1375 |
+
{
|
1376 |
+
"epoch": 4.96,
|
1377 |
+
"learning_rate": 4.590163934426229e-06,
|
1378 |
+
"loss": 0.0782,
|
1379 |
+
"step": 2210
|
1380 |
+
},
|
1381 |
+
{
|
1382 |
+
"epoch": 4.98,
|
1383 |
+
"learning_rate": 2.9508196721311474e-06,
|
1384 |
+
"loss": 0.0856,
|
1385 |
+
"step": 2220
|
1386 |
+
},
|
1387 |
+
{
|
1388 |
+
"epoch": 5.0,
|
1389 |
+
"learning_rate": 1.3114754098360655e-06,
|
1390 |
+
"loss": 0.0727,
|
1391 |
+
"step": 2230
|
1392 |
+
},
|
1393 |
+
{
|
1394 |
+
"epoch": 5.0,
|
1395 |
+
"step": 2230,
|
1396 |
+
"total_flos": 2.9474537983075942e+19,
|
1397 |
+
"train_loss": 1.5071858802451146,
|
1398 |
+
"train_runtime": 3191.5244,
|
1399 |
+
"train_samples_per_second": 44.709,
|
1400 |
+
"train_steps_per_second": 0.699
|
1401 |
+
}
|
1402 |
+
],
|
1403 |
+
"max_steps": 2230,
|
1404 |
+
"num_train_epochs": 5,
|
1405 |
+
"total_flos": 2.9474537983075942e+19,
|
1406 |
+
"trial_name": null,
|
1407 |
+
"trial_params": null
|
1408 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c029da8afe9a48537ce0d99ab7e8b3fe26f7bf6fda6f49c143ff0da9917a35f4
|
3 |
+
size 3055
|
vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|