End of training
Browse files- checkpoint-19200/config.json +0 -108
- checkpoint-19200/optimizer.pt +0 -3
- checkpoint-19200/preprocessor_config.json +0 -10
- checkpoint-19200/pytorch_model.bin +0 -3
- checkpoint-19200/rng_state.pth +0 -3
- checkpoint-19200/scaler.pt +0 -3
- checkpoint-19200/scheduler.pt +0 -3
- checkpoint-19200/trainer_state.json +0 -376
- checkpoint-19200/training_args.bin +0 -3
- last-checkpoint/config.json +0 -108
- last-checkpoint/optimizer.pt +0 -3
- last-checkpoint/preprocessor_config.json +0 -10
- last-checkpoint/pytorch_model.bin +0 -3
- last-checkpoint/rng_state.pth +0 -3
- last-checkpoint/scaler.pt +0 -3
- last-checkpoint/scheduler.pt +0 -3
- last-checkpoint/trainer_state.json +0 -391
- last-checkpoint/training_args.bin +0 -3
- pytorch_model.bin +1 -1
- runs/Oct25_06-20-16_bff6b2401ae2/events.out.tfevents.1666679480.bff6b2401ae2.76.0 +2 -2
checkpoint-19200/config.json
DELETED
|
@@ -1,108 +0,0 @@
|
|
| 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 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-19200/optimizer.pt
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:834c5ff295f7f1df53c6d9687e553c9bf7dd0991c2530713b29fecad3f54e284
|
| 3 |
-
size 2490723217
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-19200/preprocessor_config.json
DELETED
|
@@ -1,10 +0,0 @@
|
|
| 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 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-19200/pytorch_model.bin
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:9c4bb4fcdb67f48f8028ad3f2a493e0faf48c3ef7b1d4c5986fac02e105f9028
|
| 3 |
-
size 1262230833
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-19200/rng_state.pth
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:7c8d8c967a6e9e5e4492e1006e625f456f1918f58a9d4ef46b7e38183148583b
|
| 3 |
-
size 14631
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-19200/scaler.pt
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:f3f1f110e80b2edf9f311023173d89ed6f3902778757d1932fa61c8e74edfeee
|
| 3 |
-
size 559
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-19200/scheduler.pt
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:4fe0534b83f59954fab93d5e10f63485b64ac071549242e75e4e04a529302f21
|
| 3 |
-
size 623
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-19200/trainer_state.json
DELETED
|
@@ -1,376 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"best_metric": 0.23517574892083995,
|
| 3 |
-
"best_model_checkpoint": "wav2vec2-large-xls-r-300m-nepali-openslr/checkpoint-19200",
|
| 4 |
-
"epoch": 5.02091776702837,
|
| 5 |
-
"global_step": 19200,
|
| 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 |
-
"max_steps": 38240,
|
| 372 |
-
"num_train_epochs": 10,
|
| 373 |
-
"total_flos": 6.100890396776682e+19,
|
| 374 |
-
"trial_name": null,
|
| 375 |
-
"trial_params": null
|
| 376 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-19200/training_args.bin
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:31e3c175fd50bde371825bf0b97d26832d8c09f88fd4ed0f1b39527ddcd362ad
|
| 3 |
-
size 3439
|
|
|
|
|
|
|
|
|
|
|
|
last-checkpoint/config.json
DELETED
|
@@ -1,108 +0,0 @@
|
|
| 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
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:fba3acb5ecbe94c1576fd9914bd973cf2fa45508e0f8c9164b1beeba73118144
|
| 3 |
-
size 2490723217
|
|
|
|
|
|
|
|
|
|
|
|
last-checkpoint/preprocessor_config.json
DELETED
|
@@ -1,10 +0,0 @@
|
|
| 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
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:0df4edf58f65959141f56e1f6679a632f3312af3da4a8c00edfdeb920d8e459a
|
| 3 |
-
size 1262230833
|
|
|
|
|
|
|
|
|
|
|
|
last-checkpoint/rng_state.pth
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:59e1caac69f016ac32929cfe8935015eebe880025110ff7ee89ccee15a68d058
|
| 3 |
-
size 14567
|
|
|
|
|
|
|
|
|
|
|
|
last-checkpoint/scaler.pt
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:1b3592fa86201008f469b3f5e8c000cbbf2e08291a5c3cd3a71c62c52785470e
|
| 3 |
-
size 559
|
|
|
|
|
|
|
|
|
|
|
|
last-checkpoint/scheduler.pt
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:a55d794266f98fd329b7cbc7f6d0e16155137272725556481cb011a7548f6a73
|
| 3 |
-
size 623
|
|
|
|
|
|
|
|
|
|
|
|
last-checkpoint/trainer_state.json
DELETED
|
@@ -1,391 +0,0 @@
|
|
| 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
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 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:ef42848298c4b318e8e604147157d60754b7a8a5fef300f65d9319698aaa4c09
|
| 3 |
size 1262230833
|
runs/Oct25_06-20-16_bff6b2401ae2/events.out.tfevents.1666679480.bff6b2401ae2.76.0
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:391b61b16451a4fb7be5579607af65043c99c61ac2d76f86edd8d923ca472d39
|
| 3 |
+
size 7630
|