Commit
·
6bf29e3
1
Parent(s):
e32aa20
add tokenizer
Browse files- checkpoint-3500/config.json +88 -0
- checkpoint-3500/optimizer.pt +3 -0
- checkpoint-3500/preprocessor_config.json +9 -0
- checkpoint-3500/pytorch_model.bin +3 -0
- checkpoint-3500/rng_state.pth +3 -0
- checkpoint-3500/scheduler.pt +3 -0
- checkpoint-3500/trainer_state.json +121 -0
- checkpoint-3500/training_args.bin +3 -0
- checkpoint-4000/config.json +88 -0
- checkpoint-4000/optimizer.pt +3 -0
- checkpoint-4000/preprocessor_config.json +9 -0
- checkpoint-4000/pytorch_model.bin +3 -0
- checkpoint-4000/rng_state.pth +3 -0
- checkpoint-4000/scheduler.pt +3 -0
- checkpoint-4000/trainer_state.json +136 -0
- checkpoint-4000/training_args.bin +3 -0
- config.json +88 -0
- preprocessor_config.json +9 -0
- pytorch_model.bin +3 -0
- runs/Feb17_10-01-55_5fabccd8880d/1645092213.5924044/events.out.tfevents.1645092213.5fabccd8880d.84.1 +3 -0
- runs/Feb17_10-01-55_5fabccd8880d/events.out.tfevents.1645092213.5fabccd8880d.84.0 +3 -0
- training_args.bin +3 -0
checkpoint-3500/config.json
ADDED
|
@@ -0,0 +1,88 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/wav2vec2-base",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"apply_spec_augment": true,
|
| 5 |
+
"architectures": [
|
| 6 |
+
"Wav2Vec2ForCTC"
|
| 7 |
+
],
|
| 8 |
+
"attention_dropout": 0.1,
|
| 9 |
+
"bos_token_id": 1,
|
| 10 |
+
"classifier_proj_size": 256,
|
| 11 |
+
"codevector_dim": 256,
|
| 12 |
+
"contrastive_logits_temperature": 0.1,
|
| 13 |
+
"conv_bias": false,
|
| 14 |
+
"conv_dim": [
|
| 15 |
+
512,
|
| 16 |
+
512,
|
| 17 |
+
512,
|
| 18 |
+
512,
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512
|
| 22 |
+
],
|
| 23 |
+
"conv_kernel": [
|
| 24 |
+
10,
|
| 25 |
+
3,
|
| 26 |
+
3,
|
| 27 |
+
3,
|
| 28 |
+
3,
|
| 29 |
+
2,
|
| 30 |
+
2
|
| 31 |
+
],
|
| 32 |
+
"conv_stride": [
|
| 33 |
+
5,
|
| 34 |
+
2,
|
| 35 |
+
2,
|
| 36 |
+
2,
|
| 37 |
+
2,
|
| 38 |
+
2,
|
| 39 |
+
2
|
| 40 |
+
],
|
| 41 |
+
"ctc_loss_reduction": "mean",
|
| 42 |
+
"ctc_zero_infinity": false,
|
| 43 |
+
"diversity_loss_weight": 0.1,
|
| 44 |
+
"do_stable_layer_norm": false,
|
| 45 |
+
"eos_token_id": 2,
|
| 46 |
+
"feat_extract_activation": "gelu",
|
| 47 |
+
"feat_extract_norm": "group",
|
| 48 |
+
"feat_proj_dropout": 0.1,
|
| 49 |
+
"feat_quantizer_dropout": 0.0,
|
| 50 |
+
"final_dropout": 0.0,
|
| 51 |
+
"freeze_feat_extract_train": true,
|
| 52 |
+
"hidden_act": "gelu",
|
| 53 |
+
"hidden_dropout": 0.1,
|
| 54 |
+
"hidden_size": 768,
|
| 55 |
+
"initializer_range": 0.02,
|
| 56 |
+
"intermediate_size": 3072,
|
| 57 |
+
"layer_norm_eps": 1e-05,
|
| 58 |
+
"layerdrop": 0.0,
|
| 59 |
+
"mask_channel_length": 10,
|
| 60 |
+
"mask_channel_min_space": 1,
|
| 61 |
+
"mask_channel_other": 0.0,
|
| 62 |
+
"mask_channel_prob": 0.0,
|
| 63 |
+
"mask_channel_selection": "static",
|
| 64 |
+
"mask_feature_length": 10,
|
| 65 |
+
"mask_feature_prob": 0.0,
|
| 66 |
+
"mask_time_length": 10,
|
| 67 |
+
"mask_time_min_space": 1,
|
| 68 |
+
"mask_time_other": 0.0,
|
| 69 |
+
"mask_time_prob": 0.05,
|
| 70 |
+
"mask_time_selection": "static",
|
| 71 |
+
"model_type": "wav2vec2",
|
| 72 |
+
"no_mask_channel_overlap": false,
|
| 73 |
+
"no_mask_time_overlap": false,
|
| 74 |
+
"num_attention_heads": 12,
|
| 75 |
+
"num_codevector_groups": 2,
|
| 76 |
+
"num_codevectors_per_group": 320,
|
| 77 |
+
"num_conv_pos_embedding_groups": 16,
|
| 78 |
+
"num_conv_pos_embeddings": 128,
|
| 79 |
+
"num_feat_extract_layers": 7,
|
| 80 |
+
"num_hidden_layers": 12,
|
| 81 |
+
"num_negatives": 100,
|
| 82 |
+
"pad_token_id": 29,
|
| 83 |
+
"proj_codevector_dim": 256,
|
| 84 |
+
"torch_dtype": "float32",
|
| 85 |
+
"transformers_version": "4.11.3",
|
| 86 |
+
"use_weighted_layer_sum": false,
|
| 87 |
+
"vocab_size": 32
|
| 88 |
+
}
|
checkpoint-3500/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:99861ace4630fda396ffdc081c88874bb2ca77dff2253f16d411f12c58023d0a
|
| 3 |
+
size 721685265
|
checkpoint-3500/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-3500/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3567526ae7fc47ee5f40c0d051b76a6e71716f099939c4d35ac36e58e5d10d02
|
| 3 |
+
size 377670039
|
checkpoint-3500/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4e6d8e25fb9812a2b3025baf4bc731519fdeffc9eb86697297e4247c02ba96ed
|
| 3 |
+
size 14567
|
checkpoint-3500/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5475e293dbb6816c0bdbf454ef51c5f0d5aca3d2a9249551e4db5b35cf878315
|
| 3 |
+
size 623
|
checkpoint-3500/trainer_state.json
ADDED
|
@@ -0,0 +1,121 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 24.137931034482758,
|
| 5 |
+
"global_step": 3500,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 3.45,
|
| 12 |
+
"learning_rate": 5e-05,
|
| 13 |
+
"loss": 3.4838,
|
| 14 |
+
"step": 500
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 3.45,
|
| 18 |
+
"eval_loss": 1.1867836713790894,
|
| 19 |
+
"eval_runtime": 80.0488,
|
| 20 |
+
"eval_samples_per_second": 20.987,
|
| 21 |
+
"eval_steps_per_second": 2.623,
|
| 22 |
+
"eval_wer": 0.8338501826200814,
|
| 23 |
+
"step": 500
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 6.9,
|
| 27 |
+
"learning_rate": 0.0001,
|
| 28 |
+
"loss": 0.5623,
|
| 29 |
+
"step": 1000
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"epoch": 6.9,
|
| 33 |
+
"eval_loss": 0.4056074321269989,
|
| 34 |
+
"eval_runtime": 78.6534,
|
| 35 |
+
"eval_samples_per_second": 21.36,
|
| 36 |
+
"eval_steps_per_second": 2.67,
|
| 37 |
+
"eval_wer": 0.3664116876852043,
|
| 38 |
+
"step": 1000
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 10.34,
|
| 42 |
+
"learning_rate": 8.507462686567164e-05,
|
| 43 |
+
"loss": 0.2018,
|
| 44 |
+
"step": 1500
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 10.34,
|
| 48 |
+
"eval_loss": 0.407957524061203,
|
| 49 |
+
"eval_runtime": 78.7154,
|
| 50 |
+
"eval_samples_per_second": 21.343,
|
| 51 |
+
"eval_steps_per_second": 2.668,
|
| 52 |
+
"eval_wer": 0.3300254978981462,
|
| 53 |
+
"step": 1500
|
| 54 |
+
},
|
| 55 |
+
{
|
| 56 |
+
"epoch": 13.79,
|
| 57 |
+
"learning_rate": 7.014925373134329e-05,
|
| 58 |
+
"loss": 0.1217,
|
| 59 |
+
"step": 2000
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 13.79,
|
| 63 |
+
"eval_loss": 0.38568004965782166,
|
| 64 |
+
"eval_runtime": 78.9883,
|
| 65 |
+
"eval_samples_per_second": 21.269,
|
| 66 |
+
"eval_steps_per_second": 2.659,
|
| 67 |
+
"eval_wer": 0.3065949968989043,
|
| 68 |
+
"step": 2000
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"epoch": 17.24,
|
| 72 |
+
"learning_rate": 5.5223880597014934e-05,
|
| 73 |
+
"loss": 0.0829,
|
| 74 |
+
"step": 2500
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 17.24,
|
| 78 |
+
"eval_loss": 0.42486006021499634,
|
| 79 |
+
"eval_runtime": 79.0665,
|
| 80 |
+
"eval_samples_per_second": 21.248,
|
| 81 |
+
"eval_steps_per_second": 2.656,
|
| 82 |
+
"eval_wer": 0.2981186685962373,
|
| 83 |
+
"step": 2500
|
| 84 |
+
},
|
| 85 |
+
{
|
| 86 |
+
"epoch": 20.69,
|
| 87 |
+
"learning_rate": 4.029850746268657e-05,
|
| 88 |
+
"loss": 0.0626,
|
| 89 |
+
"step": 3000
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"epoch": 20.69,
|
| 93 |
+
"eval_loss": 0.4198434352874756,
|
| 94 |
+
"eval_runtime": 78.3866,
|
| 95 |
+
"eval_samples_per_second": 21.432,
|
| 96 |
+
"eval_steps_per_second": 2.679,
|
| 97 |
+
"eval_wer": 0.2981186685962373,
|
| 98 |
+
"step": 3000
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"epoch": 24.14,
|
| 102 |
+
"learning_rate": 2.537313432835821e-05,
|
| 103 |
+
"loss": 0.0488,
|
| 104 |
+
"step": 3500
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"epoch": 24.14,
|
| 108 |
+
"eval_loss": 0.4277154803276062,
|
| 109 |
+
"eval_runtime": 78.4897,
|
| 110 |
+
"eval_samples_per_second": 21.404,
|
| 111 |
+
"eval_steps_per_second": 2.676,
|
| 112 |
+
"eval_wer": 0.29115843153469784,
|
| 113 |
+
"step": 3500
|
| 114 |
+
}
|
| 115 |
+
],
|
| 116 |
+
"max_steps": 4350,
|
| 117 |
+
"num_train_epochs": 30,
|
| 118 |
+
"total_flos": 3.2107549243060224e+18,
|
| 119 |
+
"trial_name": null,
|
| 120 |
+
"trial_params": null
|
| 121 |
+
}
|
checkpoint-3500/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b1b07d1dd4cc6493def1bd7e8913100e68f098e1ae5794305fd1ea27af2e811b
|
| 3 |
+
size 2799
|
checkpoint-4000/config.json
ADDED
|
@@ -0,0 +1,88 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/wav2vec2-base",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"apply_spec_augment": true,
|
| 5 |
+
"architectures": [
|
| 6 |
+
"Wav2Vec2ForCTC"
|
| 7 |
+
],
|
| 8 |
+
"attention_dropout": 0.1,
|
| 9 |
+
"bos_token_id": 1,
|
| 10 |
+
"classifier_proj_size": 256,
|
| 11 |
+
"codevector_dim": 256,
|
| 12 |
+
"contrastive_logits_temperature": 0.1,
|
| 13 |
+
"conv_bias": false,
|
| 14 |
+
"conv_dim": [
|
| 15 |
+
512,
|
| 16 |
+
512,
|
| 17 |
+
512,
|
| 18 |
+
512,
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512
|
| 22 |
+
],
|
| 23 |
+
"conv_kernel": [
|
| 24 |
+
10,
|
| 25 |
+
3,
|
| 26 |
+
3,
|
| 27 |
+
3,
|
| 28 |
+
3,
|
| 29 |
+
2,
|
| 30 |
+
2
|
| 31 |
+
],
|
| 32 |
+
"conv_stride": [
|
| 33 |
+
5,
|
| 34 |
+
2,
|
| 35 |
+
2,
|
| 36 |
+
2,
|
| 37 |
+
2,
|
| 38 |
+
2,
|
| 39 |
+
2
|
| 40 |
+
],
|
| 41 |
+
"ctc_loss_reduction": "mean",
|
| 42 |
+
"ctc_zero_infinity": false,
|
| 43 |
+
"diversity_loss_weight": 0.1,
|
| 44 |
+
"do_stable_layer_norm": false,
|
| 45 |
+
"eos_token_id": 2,
|
| 46 |
+
"feat_extract_activation": "gelu",
|
| 47 |
+
"feat_extract_norm": "group",
|
| 48 |
+
"feat_proj_dropout": 0.1,
|
| 49 |
+
"feat_quantizer_dropout": 0.0,
|
| 50 |
+
"final_dropout": 0.0,
|
| 51 |
+
"freeze_feat_extract_train": true,
|
| 52 |
+
"hidden_act": "gelu",
|
| 53 |
+
"hidden_dropout": 0.1,
|
| 54 |
+
"hidden_size": 768,
|
| 55 |
+
"initializer_range": 0.02,
|
| 56 |
+
"intermediate_size": 3072,
|
| 57 |
+
"layer_norm_eps": 1e-05,
|
| 58 |
+
"layerdrop": 0.0,
|
| 59 |
+
"mask_channel_length": 10,
|
| 60 |
+
"mask_channel_min_space": 1,
|
| 61 |
+
"mask_channel_other": 0.0,
|
| 62 |
+
"mask_channel_prob": 0.0,
|
| 63 |
+
"mask_channel_selection": "static",
|
| 64 |
+
"mask_feature_length": 10,
|
| 65 |
+
"mask_feature_prob": 0.0,
|
| 66 |
+
"mask_time_length": 10,
|
| 67 |
+
"mask_time_min_space": 1,
|
| 68 |
+
"mask_time_other": 0.0,
|
| 69 |
+
"mask_time_prob": 0.05,
|
| 70 |
+
"mask_time_selection": "static",
|
| 71 |
+
"model_type": "wav2vec2",
|
| 72 |
+
"no_mask_channel_overlap": false,
|
| 73 |
+
"no_mask_time_overlap": false,
|
| 74 |
+
"num_attention_heads": 12,
|
| 75 |
+
"num_codevector_groups": 2,
|
| 76 |
+
"num_codevectors_per_group": 320,
|
| 77 |
+
"num_conv_pos_embedding_groups": 16,
|
| 78 |
+
"num_conv_pos_embeddings": 128,
|
| 79 |
+
"num_feat_extract_layers": 7,
|
| 80 |
+
"num_hidden_layers": 12,
|
| 81 |
+
"num_negatives": 100,
|
| 82 |
+
"pad_token_id": 29,
|
| 83 |
+
"proj_codevector_dim": 256,
|
| 84 |
+
"torch_dtype": "float32",
|
| 85 |
+
"transformers_version": "4.11.3",
|
| 86 |
+
"use_weighted_layer_sum": false,
|
| 87 |
+
"vocab_size": 32
|
| 88 |
+
}
|
checkpoint-4000/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2a0aa53290168acb9ffb5355e781ab6f9647e17c831919fc2b413036cf1845be
|
| 3 |
+
size 721685265
|
checkpoint-4000/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-4000/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e5502a20acaf9d32bf3da8370c270269794a492a40863afe8f6b7caadc8a58e6
|
| 3 |
+
size 377670039
|
checkpoint-4000/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:581af1c9cd357cddd65c37fd2e4420386c72edc321fab709ee4cd6f44d744fe9
|
| 3 |
+
size 14567
|
checkpoint-4000/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:40568bd6dae503a5711cf588bbce02ac3baf9f55fe60ab8b769e47c7da963ead
|
| 3 |
+
size 623
|
checkpoint-4000/trainer_state.json
ADDED
|
@@ -0,0 +1,136 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 27.586206896551722,
|
| 5 |
+
"global_step": 4000,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 3.45,
|
| 12 |
+
"learning_rate": 5e-05,
|
| 13 |
+
"loss": 3.4838,
|
| 14 |
+
"step": 500
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 3.45,
|
| 18 |
+
"eval_loss": 1.1867836713790894,
|
| 19 |
+
"eval_runtime": 80.0488,
|
| 20 |
+
"eval_samples_per_second": 20.987,
|
| 21 |
+
"eval_steps_per_second": 2.623,
|
| 22 |
+
"eval_wer": 0.8338501826200814,
|
| 23 |
+
"step": 500
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 6.9,
|
| 27 |
+
"learning_rate": 0.0001,
|
| 28 |
+
"loss": 0.5623,
|
| 29 |
+
"step": 1000
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"epoch": 6.9,
|
| 33 |
+
"eval_loss": 0.4056074321269989,
|
| 34 |
+
"eval_runtime": 78.6534,
|
| 35 |
+
"eval_samples_per_second": 21.36,
|
| 36 |
+
"eval_steps_per_second": 2.67,
|
| 37 |
+
"eval_wer": 0.3664116876852043,
|
| 38 |
+
"step": 1000
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 10.34,
|
| 42 |
+
"learning_rate": 8.507462686567164e-05,
|
| 43 |
+
"loss": 0.2018,
|
| 44 |
+
"step": 1500
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 10.34,
|
| 48 |
+
"eval_loss": 0.407957524061203,
|
| 49 |
+
"eval_runtime": 78.7154,
|
| 50 |
+
"eval_samples_per_second": 21.343,
|
| 51 |
+
"eval_steps_per_second": 2.668,
|
| 52 |
+
"eval_wer": 0.3300254978981462,
|
| 53 |
+
"step": 1500
|
| 54 |
+
},
|
| 55 |
+
{
|
| 56 |
+
"epoch": 13.79,
|
| 57 |
+
"learning_rate": 7.014925373134329e-05,
|
| 58 |
+
"loss": 0.1217,
|
| 59 |
+
"step": 2000
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 13.79,
|
| 63 |
+
"eval_loss": 0.38568004965782166,
|
| 64 |
+
"eval_runtime": 78.9883,
|
| 65 |
+
"eval_samples_per_second": 21.269,
|
| 66 |
+
"eval_steps_per_second": 2.659,
|
| 67 |
+
"eval_wer": 0.3065949968989043,
|
| 68 |
+
"step": 2000
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"epoch": 17.24,
|
| 72 |
+
"learning_rate": 5.5223880597014934e-05,
|
| 73 |
+
"loss": 0.0829,
|
| 74 |
+
"step": 2500
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 17.24,
|
| 78 |
+
"eval_loss": 0.42486006021499634,
|
| 79 |
+
"eval_runtime": 79.0665,
|
| 80 |
+
"eval_samples_per_second": 21.248,
|
| 81 |
+
"eval_steps_per_second": 2.656,
|
| 82 |
+
"eval_wer": 0.2981186685962373,
|
| 83 |
+
"step": 2500
|
| 84 |
+
},
|
| 85 |
+
{
|
| 86 |
+
"epoch": 20.69,
|
| 87 |
+
"learning_rate": 4.029850746268657e-05,
|
| 88 |
+
"loss": 0.0626,
|
| 89 |
+
"step": 3000
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"epoch": 20.69,
|
| 93 |
+
"eval_loss": 0.4198434352874756,
|
| 94 |
+
"eval_runtime": 78.3866,
|
| 95 |
+
"eval_samples_per_second": 21.432,
|
| 96 |
+
"eval_steps_per_second": 2.679,
|
| 97 |
+
"eval_wer": 0.2981186685962373,
|
| 98 |
+
"step": 3000
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"epoch": 24.14,
|
| 102 |
+
"learning_rate": 2.537313432835821e-05,
|
| 103 |
+
"loss": 0.0488,
|
| 104 |
+
"step": 3500
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"epoch": 24.14,
|
| 108 |
+
"eval_loss": 0.4277154803276062,
|
| 109 |
+
"eval_runtime": 78.4897,
|
| 110 |
+
"eval_samples_per_second": 21.404,
|
| 111 |
+
"eval_steps_per_second": 2.676,
|
| 112 |
+
"eval_wer": 0.29115843153469784,
|
| 113 |
+
"step": 3500
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"epoch": 27.59,
|
| 117 |
+
"learning_rate": 1.0447761194029851e-05,
|
| 118 |
+
"loss": 0.0393,
|
| 119 |
+
"step": 4000
|
| 120 |
+
},
|
| 121 |
+
{
|
| 122 |
+
"epoch": 27.59,
|
| 123 |
+
"eval_loss": 0.4434719979763031,
|
| 124 |
+
"eval_runtime": 78.6733,
|
| 125 |
+
"eval_samples_per_second": 21.354,
|
| 126 |
+
"eval_steps_per_second": 2.669,
|
| 127 |
+
"eval_wer": 0.2872992901936462,
|
| 128 |
+
"step": 4000
|
| 129 |
+
}
|
| 130 |
+
],
|
| 131 |
+
"max_steps": 4350,
|
| 132 |
+
"num_train_epochs": 30,
|
| 133 |
+
"total_flos": 3.6694645512377933e+18,
|
| 134 |
+
"trial_name": null,
|
| 135 |
+
"trial_params": null
|
| 136 |
+
}
|
checkpoint-4000/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b1b07d1dd4cc6493def1bd7e8913100e68f098e1ae5794305fd1ea27af2e811b
|
| 3 |
+
size 2799
|
config.json
ADDED
|
@@ -0,0 +1,88 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/wav2vec2-base",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"apply_spec_augment": true,
|
| 5 |
+
"architectures": [
|
| 6 |
+
"Wav2Vec2ForCTC"
|
| 7 |
+
],
|
| 8 |
+
"attention_dropout": 0.1,
|
| 9 |
+
"bos_token_id": 1,
|
| 10 |
+
"classifier_proj_size": 256,
|
| 11 |
+
"codevector_dim": 256,
|
| 12 |
+
"contrastive_logits_temperature": 0.1,
|
| 13 |
+
"conv_bias": false,
|
| 14 |
+
"conv_dim": [
|
| 15 |
+
512,
|
| 16 |
+
512,
|
| 17 |
+
512,
|
| 18 |
+
512,
|
| 19 |
+
512,
|
| 20 |
+
512,
|
| 21 |
+
512
|
| 22 |
+
],
|
| 23 |
+
"conv_kernel": [
|
| 24 |
+
10,
|
| 25 |
+
3,
|
| 26 |
+
3,
|
| 27 |
+
3,
|
| 28 |
+
3,
|
| 29 |
+
2,
|
| 30 |
+
2
|
| 31 |
+
],
|
| 32 |
+
"conv_stride": [
|
| 33 |
+
5,
|
| 34 |
+
2,
|
| 35 |
+
2,
|
| 36 |
+
2,
|
| 37 |
+
2,
|
| 38 |
+
2,
|
| 39 |
+
2
|
| 40 |
+
],
|
| 41 |
+
"ctc_loss_reduction": "mean",
|
| 42 |
+
"ctc_zero_infinity": false,
|
| 43 |
+
"diversity_loss_weight": 0.1,
|
| 44 |
+
"do_stable_layer_norm": false,
|
| 45 |
+
"eos_token_id": 2,
|
| 46 |
+
"feat_extract_activation": "gelu",
|
| 47 |
+
"feat_extract_norm": "group",
|
| 48 |
+
"feat_proj_dropout": 0.1,
|
| 49 |
+
"feat_quantizer_dropout": 0.0,
|
| 50 |
+
"final_dropout": 0.0,
|
| 51 |
+
"freeze_feat_extract_train": true,
|
| 52 |
+
"hidden_act": "gelu",
|
| 53 |
+
"hidden_dropout": 0.1,
|
| 54 |
+
"hidden_size": 768,
|
| 55 |
+
"initializer_range": 0.02,
|
| 56 |
+
"intermediate_size": 3072,
|
| 57 |
+
"layer_norm_eps": 1e-05,
|
| 58 |
+
"layerdrop": 0.0,
|
| 59 |
+
"mask_channel_length": 10,
|
| 60 |
+
"mask_channel_min_space": 1,
|
| 61 |
+
"mask_channel_other": 0.0,
|
| 62 |
+
"mask_channel_prob": 0.0,
|
| 63 |
+
"mask_channel_selection": "static",
|
| 64 |
+
"mask_feature_length": 10,
|
| 65 |
+
"mask_feature_prob": 0.0,
|
| 66 |
+
"mask_time_length": 10,
|
| 67 |
+
"mask_time_min_space": 1,
|
| 68 |
+
"mask_time_other": 0.0,
|
| 69 |
+
"mask_time_prob": 0.05,
|
| 70 |
+
"mask_time_selection": "static",
|
| 71 |
+
"model_type": "wav2vec2",
|
| 72 |
+
"no_mask_channel_overlap": false,
|
| 73 |
+
"no_mask_time_overlap": false,
|
| 74 |
+
"num_attention_heads": 12,
|
| 75 |
+
"num_codevector_groups": 2,
|
| 76 |
+
"num_codevectors_per_group": 320,
|
| 77 |
+
"num_conv_pos_embedding_groups": 16,
|
| 78 |
+
"num_conv_pos_embeddings": 128,
|
| 79 |
+
"num_feat_extract_layers": 7,
|
| 80 |
+
"num_hidden_layers": 12,
|
| 81 |
+
"num_negatives": 100,
|
| 82 |
+
"pad_token_id": 29,
|
| 83 |
+
"proj_codevector_dim": 256,
|
| 84 |
+
"torch_dtype": "float32",
|
| 85 |
+
"transformers_version": "4.11.3",
|
| 86 |
+
"use_weighted_layer_sum": false,
|
| 87 |
+
"vocab_size": 32
|
| 88 |
+
}
|
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 sha256:4092458c130d33b60f2a9dda8e02e9153f9f4546d61e855641802b2ad8a15984
|
| 3 |
+
size 377670039
|
runs/Feb17_10-01-55_5fabccd8880d/1645092213.5924044/events.out.tfevents.1645092213.5fabccd8880d.84.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c69d3fc9d2071dda49dfdfa852764de3c964e397095458ab29405a9d9e2ea167
|
| 3 |
+
size 4519
|
runs/Feb17_10-01-55_5fabccd8880d/events.out.tfevents.1645092213.5fabccd8880d.84.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ca5a0385d7c63bdfee10519a502607ae00a12d9d9b790a3a17fc20594bf8e244
|
| 3 |
+
size 8584
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b1b07d1dd4cc6493def1bd7e8913100e68f098e1ae5794305fd1ea27af2e811b
|
| 3 |
+
size 2799
|