Training in progress, step 20000
Browse files- last-checkpoint/config.json +108 -0
- last-checkpoint/optimizer.pt +3 -0
- last-checkpoint/preprocessor_config.json +10 -0
- last-checkpoint/pytorch_model.bin +3 -0
- last-checkpoint/rng_state.pth +3 -0
- last-checkpoint/scaler.pt +3 -0
- last-checkpoint/scheduler.pt +3 -0
- last-checkpoint/trainer_state.json +391 -0
- last-checkpoint/training_args.bin +3 -0
- pytorch_model.bin +1 -1
- runs/Oct25_06-20-16_bff6b2401ae2/1666679480.4704952/events.out.tfevents.1666679480.bff6b2401ae2.76.1 +3 -0
- runs/Oct25_06-20-16_bff6b2401ae2/events.out.tfevents.1666679480.bff6b2401ae2.76.0 +3 -0
- training_args.bin +1 -1
last-checkpoint/config.json
ADDED
@@ -0,0 +1,108 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "facebook/wav2vec2-xls-r-300m",
|
3 |
+
"activation_dropout": 0.0,
|
4 |
+
"adapter_kernel_size": 3,
|
5 |
+
"adapter_stride": 2,
|
6 |
+
"add_adapter": false,
|
7 |
+
"apply_spec_augment": true,
|
8 |
+
"architectures": [
|
9 |
+
"Wav2Vec2ForCTC"
|
10 |
+
],
|
11 |
+
"attention_dropout": 0.1,
|
12 |
+
"bos_token_id": 1,
|
13 |
+
"classifier_proj_size": 256,
|
14 |
+
"codevector_dim": 768,
|
15 |
+
"contrastive_logits_temperature": 0.1,
|
16 |
+
"conv_bias": true,
|
17 |
+
"conv_dim": [
|
18 |
+
512,
|
19 |
+
512,
|
20 |
+
512,
|
21 |
+
512,
|
22 |
+
512,
|
23 |
+
512,
|
24 |
+
512
|
25 |
+
],
|
26 |
+
"conv_kernel": [
|
27 |
+
10,
|
28 |
+
3,
|
29 |
+
3,
|
30 |
+
3,
|
31 |
+
3,
|
32 |
+
2,
|
33 |
+
2
|
34 |
+
],
|
35 |
+
"conv_stride": [
|
36 |
+
5,
|
37 |
+
2,
|
38 |
+
2,
|
39 |
+
2,
|
40 |
+
2,
|
41 |
+
2,
|
42 |
+
2
|
43 |
+
],
|
44 |
+
"ctc_loss_reduction": "mean",
|
45 |
+
"ctc_zero_infinity": false,
|
46 |
+
"diversity_loss_weight": 0.1,
|
47 |
+
"do_stable_layer_norm": true,
|
48 |
+
"eos_token_id": 2,
|
49 |
+
"feat_extract_activation": "gelu",
|
50 |
+
"feat_extract_dropout": 0.0,
|
51 |
+
"feat_extract_norm": "layer",
|
52 |
+
"feat_proj_dropout": 0.0,
|
53 |
+
"feat_quantizer_dropout": 0.0,
|
54 |
+
"final_dropout": 0.0,
|
55 |
+
"gradient_checkpointing": false,
|
56 |
+
"hidden_act": "gelu",
|
57 |
+
"hidden_dropout": 0.1,
|
58 |
+
"hidden_size": 1024,
|
59 |
+
"initializer_range": 0.02,
|
60 |
+
"intermediate_size": 4096,
|
61 |
+
"layer_norm_eps": 1e-05,
|
62 |
+
"layerdrop": 0.1,
|
63 |
+
"mask_feature_length": 10,
|
64 |
+
"mask_feature_min_masks": 0,
|
65 |
+
"mask_feature_prob": 0.0,
|
66 |
+
"mask_time_length": 10,
|
67 |
+
"mask_time_min_masks": 2,
|
68 |
+
"mask_time_prob": 0.075,
|
69 |
+
"model_type": "wav2vec2",
|
70 |
+
"num_adapter_layers": 3,
|
71 |
+
"num_attention_heads": 16,
|
72 |
+
"num_codevector_groups": 2,
|
73 |
+
"num_codevectors_per_group": 320,
|
74 |
+
"num_conv_pos_embedding_groups": 16,
|
75 |
+
"num_conv_pos_embeddings": 128,
|
76 |
+
"num_feat_extract_layers": 7,
|
77 |
+
"num_hidden_layers": 24,
|
78 |
+
"num_negatives": 100,
|
79 |
+
"output_hidden_size": 1024,
|
80 |
+
"pad_token_id": 0,
|
81 |
+
"proj_codevector_dim": 768,
|
82 |
+
"tdnn_dilation": [
|
83 |
+
1,
|
84 |
+
2,
|
85 |
+
3,
|
86 |
+
1,
|
87 |
+
1
|
88 |
+
],
|
89 |
+
"tdnn_dim": [
|
90 |
+
512,
|
91 |
+
512,
|
92 |
+
512,
|
93 |
+
512,
|
94 |
+
1500
|
95 |
+
],
|
96 |
+
"tdnn_kernel": [
|
97 |
+
5,
|
98 |
+
3,
|
99 |
+
3,
|
100 |
+
1,
|
101 |
+
1
|
102 |
+
],
|
103 |
+
"torch_dtype": "float32",
|
104 |
+
"transformers_version": "4.23.1",
|
105 |
+
"use_weighted_layer_sum": false,
|
106 |
+
"vocab_size": 81,
|
107 |
+
"xvector_output_dim": 512
|
108 |
+
}
|
last-checkpoint/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fba3acb5ecbe94c1576fd9914bd973cf2fa45508e0f8c9164b1beeba73118144
|
3 |
+
size 2490723217
|
last-checkpoint/preprocessor_config.json
ADDED
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"do_normalize": true,
|
3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
4 |
+
"feature_size": 1,
|
5 |
+
"padding_side": "right",
|
6 |
+
"padding_value": 0.0,
|
7 |
+
"processor_class": "Wav2Vec2Processor",
|
8 |
+
"return_attention_mask": true,
|
9 |
+
"sampling_rate": 16000
|
10 |
+
}
|
last-checkpoint/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0df4edf58f65959141f56e1f6679a632f3312af3da4a8c00edfdeb920d8e459a
|
3 |
+
size 1262230833
|
last-checkpoint/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:59e1caac69f016ac32929cfe8935015eebe880025110ff7ee89ccee15a68d058
|
3 |
+
size 14567
|
last-checkpoint/scaler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1b3592fa86201008f469b3f5e8c000cbbf2e08291a5c3cd3a71c62c52785470e
|
3 |
+
size 559
|
last-checkpoint/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a55d794266f98fd329b7cbc7f6d0e16155137272725556481cb011a7548f6a73
|
3 |
+
size 623
|
last-checkpoint/trainer_state.json
ADDED
@@ -0,0 +1,391 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.23517574892083995,
|
3 |
+
"best_model_checkpoint": "wav2vec2-large-xls-r-300m-nepali-openslr/checkpoint-19200",
|
4 |
+
"epoch": 5.230095437312067,
|
5 |
+
"global_step": 20000,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.21,
|
12 |
+
"learning_rate": 0.0002976391096979332,
|
13 |
+
"loss": 6.4525,
|
14 |
+
"step": 800
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.21,
|
18 |
+
"eval_loss": 1.4264159202575684,
|
19 |
+
"eval_runtime": 579.6055,
|
20 |
+
"eval_samples_per_second": 37.262,
|
21 |
+
"eval_steps_per_second": 4.658,
|
22 |
+
"eval_wer": 0.9522086267891338,
|
23 |
+
"step": 800
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.42,
|
27 |
+
"learning_rate": 0.00029127980922098566,
|
28 |
+
"loss": 1.105,
|
29 |
+
"step": 1600
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 0.42,
|
33 |
+
"eval_loss": 0.5966897010803223,
|
34 |
+
"eval_runtime": 638.739,
|
35 |
+
"eval_samples_per_second": 33.812,
|
36 |
+
"eval_steps_per_second": 4.227,
|
37 |
+
"eval_wer": 0.6514394209860115,
|
38 |
+
"step": 1600
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 0.63,
|
42 |
+
"learning_rate": 0.00028492050874403814,
|
43 |
+
"loss": 0.7933,
|
44 |
+
"step": 2400
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.63,
|
48 |
+
"eval_loss": 0.44666677713394165,
|
49 |
+
"eval_runtime": 578.27,
|
50 |
+
"eval_samples_per_second": 37.348,
|
51 |
+
"eval_steps_per_second": 4.669,
|
52 |
+
"eval_wer": 0.5045276037778715,
|
53 |
+
"step": 2400
|
54 |
+
},
|
55 |
+
{
|
56 |
+
"epoch": 0.84,
|
57 |
+
"learning_rate": 0.00027856120826709056,
|
58 |
+
"loss": 0.6926,
|
59 |
+
"step": 3200
|
60 |
+
},
|
61 |
+
{
|
62 |
+
"epoch": 0.84,
|
63 |
+
"eval_loss": 0.3889370858669281,
|
64 |
+
"eval_runtime": 574.1787,
|
65 |
+
"eval_samples_per_second": 37.614,
|
66 |
+
"eval_steps_per_second": 4.702,
|
67 |
+
"eval_wer": 0.4508941611762033,
|
68 |
+
"step": 3200
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 1.05,
|
72 |
+
"learning_rate": 0.0002722019077901431,
|
73 |
+
"loss": 0.6258,
|
74 |
+
"step": 4000
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 1.05,
|
78 |
+
"eval_loss": 0.33456486463546753,
|
79 |
+
"eval_runtime": 575.0581,
|
80 |
+
"eval_samples_per_second": 37.556,
|
81 |
+
"eval_steps_per_second": 4.695,
|
82 |
+
"eval_wer": 0.39778001363149523,
|
83 |
+
"step": 4000
|
84 |
+
},
|
85 |
+
{
|
86 |
+
"epoch": 1.26,
|
87 |
+
"learning_rate": 0.0002658426073131955,
|
88 |
+
"loss": 0.5666,
|
89 |
+
"step": 4800
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 1.26,
|
93 |
+
"eval_loss": 0.31256240606307983,
|
94 |
+
"eval_runtime": 592.8115,
|
95 |
+
"eval_samples_per_second": 36.431,
|
96 |
+
"eval_steps_per_second": 4.555,
|
97 |
+
"eval_wer": 0.3761481289149979,
|
98 |
+
"step": 4800
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 1.46,
|
102 |
+
"learning_rate": 0.000259483306836248,
|
103 |
+
"loss": 0.5501,
|
104 |
+
"step": 5600
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 1.46,
|
108 |
+
"eval_loss": 0.2980588376522064,
|
109 |
+
"eval_runtime": 662.1285,
|
110 |
+
"eval_samples_per_second": 32.618,
|
111 |
+
"eval_steps_per_second": 4.078,
|
112 |
+
"eval_wer": 0.3593684073869722,
|
113 |
+
"step": 5600
|
114 |
+
},
|
115 |
+
{
|
116 |
+
"epoch": 1.67,
|
117 |
+
"learning_rate": 0.00025313195548489663,
|
118 |
+
"loss": 0.5275,
|
119 |
+
"step": 6400
|
120 |
+
},
|
121 |
+
{
|
122 |
+
"epoch": 1.67,
|
123 |
+
"eval_loss": 0.28137603402137756,
|
124 |
+
"eval_runtime": 588.9138,
|
125 |
+
"eval_samples_per_second": 36.673,
|
126 |
+
"eval_steps_per_second": 4.585,
|
127 |
+
"eval_wer": 0.3457206841712375,
|
128 |
+
"step": 6400
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 1.88,
|
132 |
+
"learning_rate": 0.0002467726550079491,
|
133 |
+
"loss": 0.5203,
|
134 |
+
"step": 7200
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 1.88,
|
138 |
+
"eval_loss": 0.2654956877231598,
|
139 |
+
"eval_runtime": 586.4688,
|
140 |
+
"eval_samples_per_second": 36.825,
|
141 |
+
"eval_steps_per_second": 4.604,
|
142 |
+
"eval_wer": 0.3303041121677323,
|
143 |
+
"step": 7200
|
144 |
+
},
|
145 |
+
{
|
146 |
+
"epoch": 2.09,
|
147 |
+
"learning_rate": 0.00024041335453100157,
|
148 |
+
"loss": 0.4842,
|
149 |
+
"step": 8000
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 2.09,
|
153 |
+
"eval_loss": 0.2574324607849121,
|
154 |
+
"eval_runtime": 641.5915,
|
155 |
+
"eval_samples_per_second": 33.662,
|
156 |
+
"eval_steps_per_second": 4.208,
|
157 |
+
"eval_wer": 0.31566648274966735,
|
158 |
+
"step": 8000
|
159 |
+
},
|
160 |
+
{
|
161 |
+
"epoch": 2.3,
|
162 |
+
"learning_rate": 0.00023405405405405404,
|
163 |
+
"loss": 0.4542,
|
164 |
+
"step": 8800
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 2.3,
|
168 |
+
"eval_loss": 0.2577317953109741,
|
169 |
+
"eval_runtime": 583.455,
|
170 |
+
"eval_samples_per_second": 37.016,
|
171 |
+
"eval_steps_per_second": 4.628,
|
172 |
+
"eval_wer": 0.31417350946090683,
|
173 |
+
"step": 8800
|
174 |
+
},
|
175 |
+
{
|
176 |
+
"epoch": 2.51,
|
177 |
+
"learning_rate": 0.0002276947535771065,
|
178 |
+
"loss": 0.4431,
|
179 |
+
"step": 9600
|
180 |
+
},
|
181 |
+
{
|
182 |
+
"epoch": 2.51,
|
183 |
+
"eval_loss": 0.23904646933078766,
|
184 |
+
"eval_runtime": 581.9022,
|
185 |
+
"eval_samples_per_second": 37.114,
|
186 |
+
"eval_steps_per_second": 4.64,
|
187 |
+
"eval_wer": 0.2938236344162799,
|
188 |
+
"step": 9600
|
189 |
+
},
|
190 |
+
{
|
191 |
+
"epoch": 2.72,
|
192 |
+
"learning_rate": 0.00022133545310015898,
|
193 |
+
"loss": 0.4235,
|
194 |
+
"step": 10400
|
195 |
+
},
|
196 |
+
{
|
197 |
+
"epoch": 2.72,
|
198 |
+
"eval_loss": 0.24016053974628448,
|
199 |
+
"eval_runtime": 582.7306,
|
200 |
+
"eval_samples_per_second": 37.062,
|
201 |
+
"eval_steps_per_second": 4.633,
|
202 |
+
"eval_wer": 0.2884684041413781,
|
203 |
+
"step": 10400
|
204 |
+
},
|
205 |
+
{
|
206 |
+
"epoch": 2.93,
|
207 |
+
"learning_rate": 0.0002149920508744038,
|
208 |
+
"loss": 0.4202,
|
209 |
+
"step": 11200
|
210 |
+
},
|
211 |
+
{
|
212 |
+
"epoch": 2.93,
|
213 |
+
"eval_loss": 0.22816315293312073,
|
214 |
+
"eval_runtime": 643.2534,
|
215 |
+
"eval_samples_per_second": 33.575,
|
216 |
+
"eval_steps_per_second": 4.197,
|
217 |
+
"eval_wer": 0.2846710590373568,
|
218 |
+
"step": 11200
|
219 |
+
},
|
220 |
+
{
|
221 |
+
"epoch": 3.14,
|
222 |
+
"learning_rate": 0.00020863275039745627,
|
223 |
+
"loss": 0.4018,
|
224 |
+
"step": 12000
|
225 |
+
},
|
226 |
+
{
|
227 |
+
"epoch": 3.14,
|
228 |
+
"eval_loss": 0.22759725153446198,
|
229 |
+
"eval_runtime": 584.1242,
|
230 |
+
"eval_samples_per_second": 36.973,
|
231 |
+
"eval_steps_per_second": 4.622,
|
232 |
+
"eval_wer": 0.27702768491772417,
|
233 |
+
"step": 12000
|
234 |
+
},
|
235 |
+
{
|
236 |
+
"epoch": 3.35,
|
237 |
+
"learning_rate": 0.00020227344992050872,
|
238 |
+
"loss": 0.3986,
|
239 |
+
"step": 12800
|
240 |
+
},
|
241 |
+
{
|
242 |
+
"epoch": 3.35,
|
243 |
+
"eval_loss": 0.224422425031662,
|
244 |
+
"eval_runtime": 582.249,
|
245 |
+
"eval_samples_per_second": 37.092,
|
246 |
+
"eval_steps_per_second": 4.637,
|
247 |
+
"eval_wer": 0.27022816526565185,
|
248 |
+
"step": 12800
|
249 |
+
},
|
250 |
+
{
|
251 |
+
"epoch": 3.56,
|
252 |
+
"learning_rate": 0.00019591414944356117,
|
253 |
+
"loss": 0.3792,
|
254 |
+
"step": 13600
|
255 |
+
},
|
256 |
+
{
|
257 |
+
"epoch": 3.56,
|
258 |
+
"eval_loss": 0.21611596643924713,
|
259 |
+
"eval_runtime": 589.0669,
|
260 |
+
"eval_samples_per_second": 36.663,
|
261 |
+
"eval_steps_per_second": 4.584,
|
262 |
+
"eval_wer": 0.2742527019570932,
|
263 |
+
"step": 13600
|
264 |
+
},
|
265 |
+
{
|
266 |
+
"epoch": 3.77,
|
267 |
+
"learning_rate": 0.00018955484896661365,
|
268 |
+
"loss": 0.3736,
|
269 |
+
"step": 14400
|
270 |
+
},
|
271 |
+
{
|
272 |
+
"epoch": 3.77,
|
273 |
+
"eval_loss": 0.20533400774002075,
|
274 |
+
"eval_runtime": 644.3789,
|
275 |
+
"eval_samples_per_second": 33.516,
|
276 |
+
"eval_steps_per_second": 4.19,
|
277 |
+
"eval_wer": 0.2546979974684366,
|
278 |
+
"step": 14400
|
279 |
+
},
|
280 |
+
{
|
281 |
+
"epoch": 3.97,
|
282 |
+
"learning_rate": 0.0001831955484896661,
|
283 |
+
"loss": 0.37,
|
284 |
+
"step": 15200
|
285 |
+
},
|
286 |
+
{
|
287 |
+
"epoch": 3.97,
|
288 |
+
"eval_loss": 0.19958257675170898,
|
289 |
+
"eval_runtime": 585.9573,
|
290 |
+
"eval_samples_per_second": 36.858,
|
291 |
+
"eval_steps_per_second": 4.608,
|
292 |
+
"eval_wer": 0.25521729252539677,
|
293 |
+
"step": 15200
|
294 |
+
},
|
295 |
+
{
|
296 |
+
"epoch": 4.18,
|
297 |
+
"learning_rate": 0.00017683624801271858,
|
298 |
+
"loss": 0.3499,
|
299 |
+
"step": 16000
|
300 |
+
},
|
301 |
+
{
|
302 |
+
"epoch": 4.18,
|
303 |
+
"eval_loss": 0.19865886867046356,
|
304 |
+
"eval_runtime": 587.8211,
|
305 |
+
"eval_samples_per_second": 36.741,
|
306 |
+
"eval_steps_per_second": 4.593,
|
307 |
+
"eval_wer": 0.24392262503651294,
|
308 |
+
"step": 16000
|
309 |
+
},
|
310 |
+
{
|
311 |
+
"epoch": 4.39,
|
312 |
+
"learning_rate": 0.00017048489666136724,
|
313 |
+
"loss": 0.3416,
|
314 |
+
"step": 16800
|
315 |
+
},
|
316 |
+
{
|
317 |
+
"epoch": 4.39,
|
318 |
+
"eval_loss": 0.1961081475019455,
|
319 |
+
"eval_runtime": 586.8214,
|
320 |
+
"eval_samples_per_second": 36.803,
|
321 |
+
"eval_steps_per_second": 4.601,
|
322 |
+
"eval_wer": 0.24739541072993412,
|
323 |
+
"step": 16800
|
324 |
+
},
|
325 |
+
{
|
326 |
+
"epoch": 4.6,
|
327 |
+
"learning_rate": 0.0001641255961844197,
|
328 |
+
"loss": 0.3329,
|
329 |
+
"step": 17600
|
330 |
+
},
|
331 |
+
{
|
332 |
+
"epoch": 4.6,
|
333 |
+
"eval_loss": 0.19132652878761292,
|
334 |
+
"eval_runtime": 586.4075,
|
335 |
+
"eval_samples_per_second": 36.829,
|
336 |
+
"eval_steps_per_second": 4.604,
|
337 |
+
"eval_wer": 0.2405309791957418,
|
338 |
+
"step": 17600
|
339 |
+
},
|
340 |
+
{
|
341 |
+
"epoch": 4.81,
|
342 |
+
"learning_rate": 0.00015776629570747217,
|
343 |
+
"loss": 0.3204,
|
344 |
+
"step": 18400
|
345 |
+
},
|
346 |
+
{
|
347 |
+
"epoch": 4.81,
|
348 |
+
"eval_loss": 0.18798914551734924,
|
349 |
+
"eval_runtime": 588.6226,
|
350 |
+
"eval_samples_per_second": 36.691,
|
351 |
+
"eval_steps_per_second": 4.587,
|
352 |
+
"eval_wer": 0.23799941579306091,
|
353 |
+
"step": 18400
|
354 |
+
},
|
355 |
+
{
|
356 |
+
"epoch": 5.02,
|
357 |
+
"learning_rate": 0.00015141494435612083,
|
358 |
+
"loss": 0.3117,
|
359 |
+
"step": 19200
|
360 |
+
},
|
361 |
+
{
|
362 |
+
"epoch": 5.02,
|
363 |
+
"eval_loss": 0.18481141328811646,
|
364 |
+
"eval_runtime": 585.979,
|
365 |
+
"eval_samples_per_second": 36.856,
|
366 |
+
"eval_steps_per_second": 4.608,
|
367 |
+
"eval_wer": 0.23517574892083995,
|
368 |
+
"step": 19200
|
369 |
+
},
|
370 |
+
{
|
371 |
+
"epoch": 5.23,
|
372 |
+
"learning_rate": 0.00014505564387917329,
|
373 |
+
"loss": 0.3047,
|
374 |
+
"step": 20000
|
375 |
+
},
|
376 |
+
{
|
377 |
+
"epoch": 5.23,
|
378 |
+
"eval_loss": 0.18402975797653198,
|
379 |
+
"eval_runtime": 599.835,
|
380 |
+
"eval_samples_per_second": 36.005,
|
381 |
+
"eval_steps_per_second": 4.501,
|
382 |
+
"eval_wer": 0.23626302294635032,
|
383 |
+
"step": 20000
|
384 |
+
}
|
385 |
+
],
|
386 |
+
"max_steps": 38240,
|
387 |
+
"num_train_epochs": 10,
|
388 |
+
"total_flos": 6.354740715850295e+19,
|
389 |
+
"trial_name": null,
|
390 |
+
"trial_params": null
|
391 |
+
}
|
last-checkpoint/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:037dd272920861623d6bc3135be9cc30f9bde00519d31349fd89a53eb0dda9a2
|
3 |
+
size 3439
|
pytorch_model.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 1262230833
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0df4edf58f65959141f56e1f6679a632f3312af3da4a8c00edfdeb920d8e459a
|
3 |
size 1262230833
|
runs/Oct25_06-20-16_bff6b2401ae2/1666679480.4704952/events.out.tfevents.1666679480.bff6b2401ae2.76.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:22c55ec8df22a55b74139cb76fd8883111e84353c8a4b4d3d4fb249d771a8fc5
|
3 |
+
size 5557
|
runs/Oct25_06-20-16_bff6b2401ae2/events.out.tfevents.1666679480.bff6b2401ae2.76.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:44628b1b36d32510ff015e83f7dd554119e9e87ed00e681dbc95011f2e2003f0
|
3 |
+
size 5694
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 3439
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:037dd272920861623d6bc3135be9cc30f9bde00519d31349fd89a53eb0dda9a2
|
3 |
size 3439
|