will commited on
Commit ·
212c017
1
Parent(s): 44c441c
add tokenizer
Browse files- checkpoint-9000/config.json +109 -0
- checkpoint-9000/optimizer.pt +3 -0
- checkpoint-9000/preprocessor_config.json +9 -0
- checkpoint-9000/pytorch_model.bin +3 -0
- checkpoint-9000/rng_state.pth +3 -0
- checkpoint-9000/scaler.pt +3 -0
- checkpoint-9000/scheduler.pt +3 -0
- checkpoint-9000/trainer_state.json +286 -0
- checkpoint-9000/training_args.bin +3 -0
- checkpoint-9500/config.json +109 -0
- checkpoint-9500/optimizer.pt +3 -0
- checkpoint-9500/preprocessor_config.json +9 -0
- checkpoint-9500/pytorch_model.bin +3 -0
- checkpoint-9500/rng_state.pth +3 -0
- checkpoint-9500/scaler.pt +3 -0
- checkpoint-9500/scheduler.pt +3 -0
- checkpoint-9500/trainer_state.json +301 -0
- checkpoint-9500/training_args.bin +3 -0
- runs/May31_12-22-32_dylan/1654014221.6821415/events.out.tfevents.1654014221.dylan.17187.1 +3 -0
- runs/May31_12-22-32_dylan/events.out.tfevents.1654014221.dylan.17187.0 +3 -0
- vocab.json +1 -1
checkpoint-9000/config.json
ADDED
|
@@ -0,0 +1,109 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/wav2vec2-large-robust",
|
| 3 |
+
"activation_dropout": 0.1,
|
| 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": 0.1,
|
| 53 |
+
"feat_quantizer_dropout": 0.0,
|
| 54 |
+
"final_dropout": 0.1,
|
| 55 |
+
"gradient_checkpointing": false,
|
| 56 |
+
"hidden_act": "gelu",
|
| 57 |
+
"hidden_dropout": 0.1,
|
| 58 |
+
"hidden_dropout_prob": 0.1,
|
| 59 |
+
"hidden_size": 1024,
|
| 60 |
+
"initializer_range": 0.02,
|
| 61 |
+
"intermediate_size": 4096,
|
| 62 |
+
"layer_norm_eps": 1e-05,
|
| 63 |
+
"layerdrop": 0.1,
|
| 64 |
+
"mask_feature_length": 10,
|
| 65 |
+
"mask_feature_min_masks": 0,
|
| 66 |
+
"mask_feature_prob": 0.0,
|
| 67 |
+
"mask_time_length": 10,
|
| 68 |
+
"mask_time_min_masks": 2,
|
| 69 |
+
"mask_time_prob": 0.05,
|
| 70 |
+
"model_type": "wav2vec2",
|
| 71 |
+
"num_adapter_layers": 3,
|
| 72 |
+
"num_attention_heads": 16,
|
| 73 |
+
"num_codevector_groups": 2,
|
| 74 |
+
"num_codevectors_per_group": 320,
|
| 75 |
+
"num_conv_pos_embedding_groups": 16,
|
| 76 |
+
"num_conv_pos_embeddings": 128,
|
| 77 |
+
"num_feat_extract_layers": 7,
|
| 78 |
+
"num_hidden_layers": 24,
|
| 79 |
+
"num_negatives": 100,
|
| 80 |
+
"output_hidden_size": 1024,
|
| 81 |
+
"pad_token_id": 62,
|
| 82 |
+
"proj_codevector_dim": 768,
|
| 83 |
+
"tdnn_dilation": [
|
| 84 |
+
1,
|
| 85 |
+
2,
|
| 86 |
+
3,
|
| 87 |
+
1,
|
| 88 |
+
1
|
| 89 |
+
],
|
| 90 |
+
"tdnn_dim": [
|
| 91 |
+
512,
|
| 92 |
+
512,
|
| 93 |
+
512,
|
| 94 |
+
512,
|
| 95 |
+
1500
|
| 96 |
+
],
|
| 97 |
+
"tdnn_kernel": [
|
| 98 |
+
5,
|
| 99 |
+
3,
|
| 100 |
+
3,
|
| 101 |
+
1,
|
| 102 |
+
1
|
| 103 |
+
],
|
| 104 |
+
"torch_dtype": "float32",
|
| 105 |
+
"transformers_version": "4.19.2",
|
| 106 |
+
"use_weighted_layer_sum": false,
|
| 107 |
+
"vocab_size": 63,
|
| 108 |
+
"xvector_output_dim": 512
|
| 109 |
+
}
|
checkpoint-9000/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:86e14d6fd19aad484a7e0d9212e47651fe297f5f7ee23654d2e1bdb477e5f1b8
|
| 3 |
+
size 2490593799
|
checkpoint-9000/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-9000/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:346448f5f392e81d59d003633950b0eaaca89d725201889963202b2743182857
|
| 3 |
+
size 1262167127
|
checkpoint-9000/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4a341c32fb170d35b0bc440b8083a0ec6826b3e10b99a32c48885a5aef5f9bdb
|
| 3 |
+
size 14657
|
checkpoint-9000/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8b176226b6b98ae78a063f4ed489e4f139c32bc0eff90ab8a62a0cfc8b518c82
|
| 3 |
+
size 559
|
checkpoint-9000/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f58021fb10a5cb473d60e41d943112cb4c8c585adc16a920f223a8d441ed7810
|
| 3 |
+
size 623
|
checkpoint-9000/trainer_state.json
ADDED
|
@@ -0,0 +1,286 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 18.072289156626507,
|
| 5 |
+
"global_step": 9000,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 1.0,
|
| 12 |
+
"learning_rate": 4.96e-05,
|
| 13 |
+
"loss": 6.6105,
|
| 14 |
+
"step": 500
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 1.0,
|
| 18 |
+
"eval_loss": 3.314295530319214,
|
| 19 |
+
"eval_runtime": 52.8824,
|
| 20 |
+
"eval_samples_per_second": 31.769,
|
| 21 |
+
"eval_steps_per_second": 3.971,
|
| 22 |
+
"eval_wer": 1.0,
|
| 23 |
+
"step": 500
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 2.01,
|
| 27 |
+
"learning_rate": 9.960000000000001e-05,
|
| 28 |
+
"loss": 3.0691,
|
| 29 |
+
"step": 1000
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"epoch": 2.01,
|
| 33 |
+
"eval_loss": 2.9860787391662598,
|
| 34 |
+
"eval_runtime": 53.2337,
|
| 35 |
+
"eval_samples_per_second": 31.559,
|
| 36 |
+
"eval_steps_per_second": 3.945,
|
| 37 |
+
"eval_wer": 1.0,
|
| 38 |
+
"step": 1000
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 3.01,
|
| 42 |
+
"learning_rate": 9.644189383070302e-05,
|
| 43 |
+
"loss": 2.4126,
|
| 44 |
+
"step": 1500
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 3.01,
|
| 48 |
+
"eval_loss": 0.8802480101585388,
|
| 49 |
+
"eval_runtime": 53.6638,
|
| 50 |
+
"eval_samples_per_second": 31.306,
|
| 51 |
+
"eval_steps_per_second": 3.913,
|
| 52 |
+
"eval_wer": 0.7785507645681223,
|
| 53 |
+
"step": 1500
|
| 54 |
+
},
|
| 55 |
+
{
|
| 56 |
+
"epoch": 4.02,
|
| 57 |
+
"learning_rate": 9.285509325681493e-05,
|
| 58 |
+
"loss": 0.8634,
|
| 59 |
+
"step": 2000
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 4.02,
|
| 63 |
+
"eval_loss": 0.4688626825809479,
|
| 64 |
+
"eval_runtime": 53.6829,
|
| 65 |
+
"eval_samples_per_second": 31.295,
|
| 66 |
+
"eval_steps_per_second": 3.912,
|
| 67 |
+
"eval_wer": 0.4637691142030583,
|
| 68 |
+
"step": 2000
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"epoch": 5.02,
|
| 72 |
+
"learning_rate": 8.926829268292683e-05,
|
| 73 |
+
"loss": 0.5694,
|
| 74 |
+
"step": 2500
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 5.02,
|
| 78 |
+
"eval_loss": 0.3807709217071533,
|
| 79 |
+
"eval_runtime": 53.5215,
|
| 80 |
+
"eval_samples_per_second": 31.389,
|
| 81 |
+
"eval_steps_per_second": 3.924,
|
| 82 |
+
"eval_wer": 0.4057721449235432,
|
| 83 |
+
"step": 2500
|
| 84 |
+
},
|
| 85 |
+
{
|
| 86 |
+
"epoch": 6.02,
|
| 87 |
+
"learning_rate": 8.568149210903874e-05,
|
| 88 |
+
"loss": 0.4495,
|
| 89 |
+
"step": 3000
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"epoch": 6.02,
|
| 93 |
+
"eval_loss": 0.3306347131729126,
|
| 94 |
+
"eval_runtime": 53.7192,
|
| 95 |
+
"eval_samples_per_second": 31.274,
|
| 96 |
+
"eval_steps_per_second": 3.909,
|
| 97 |
+
"eval_wer": 0.3470863755338201,
|
| 98 |
+
"step": 3000
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"epoch": 7.03,
|
| 102 |
+
"learning_rate": 8.209469153515065e-05,
|
| 103 |
+
"loss": 0.3642,
|
| 104 |
+
"step": 3500
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"epoch": 7.03,
|
| 108 |
+
"eval_loss": 0.2894286811351776,
|
| 109 |
+
"eval_runtime": 53.8042,
|
| 110 |
+
"eval_samples_per_second": 31.224,
|
| 111 |
+
"eval_steps_per_second": 3.903,
|
| 112 |
+
"eval_wer": 0.3156770905083345,
|
| 113 |
+
"step": 3500
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"epoch": 8.03,
|
| 117 |
+
"learning_rate": 7.850789096126256e-05,
|
| 118 |
+
"loss": 0.3088,
|
| 119 |
+
"step": 4000
|
| 120 |
+
},
|
| 121 |
+
{
|
| 122 |
+
"epoch": 8.03,
|
| 123 |
+
"eval_loss": 0.27430233359336853,
|
| 124 |
+
"eval_runtime": 53.8551,
|
| 125 |
+
"eval_samples_per_second": 31.195,
|
| 126 |
+
"eval_steps_per_second": 3.899,
|
| 127 |
+
"eval_wer": 0.2921201267392203,
|
| 128 |
+
"step": 4000
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 9.04,
|
| 132 |
+
"learning_rate": 7.492109038737447e-05,
|
| 133 |
+
"loss": 0.2622,
|
| 134 |
+
"step": 4500
|
| 135 |
+
},
|
| 136 |
+
{
|
| 137 |
+
"epoch": 9.04,
|
| 138 |
+
"eval_loss": 0.27223920822143555,
|
| 139 |
+
"eval_runtime": 53.8927,
|
| 140 |
+
"eval_samples_per_second": 31.173,
|
| 141 |
+
"eval_steps_per_second": 3.897,
|
| 142 |
+
"eval_wer": 0.2808238049318088,
|
| 143 |
+
"step": 4500
|
| 144 |
+
},
|
| 145 |
+
{
|
| 146 |
+
"epoch": 10.04,
|
| 147 |
+
"learning_rate": 7.133428981348638e-05,
|
| 148 |
+
"loss": 0.2408,
|
| 149 |
+
"step": 5000
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"epoch": 10.04,
|
| 153 |
+
"eval_loss": 0.2509672939777374,
|
| 154 |
+
"eval_runtime": 54.0435,
|
| 155 |
+
"eval_samples_per_second": 31.086,
|
| 156 |
+
"eval_steps_per_second": 3.886,
|
| 157 |
+
"eval_wer": 0.2630527620884419,
|
| 158 |
+
"step": 5000
|
| 159 |
+
},
|
| 160 |
+
{
|
| 161 |
+
"epoch": 11.04,
|
| 162 |
+
"learning_rate": 6.774748923959828e-05,
|
| 163 |
+
"loss": 0.2156,
|
| 164 |
+
"step": 5500
|
| 165 |
+
},
|
| 166 |
+
{
|
| 167 |
+
"epoch": 11.04,
|
| 168 |
+
"eval_loss": 0.25069141387939453,
|
| 169 |
+
"eval_runtime": 54.2035,
|
| 170 |
+
"eval_samples_per_second": 30.994,
|
| 171 |
+
"eval_steps_per_second": 3.874,
|
| 172 |
+
"eval_wer": 0.25678468108554897,
|
| 173 |
+
"step": 5500
|
| 174 |
+
},
|
| 175 |
+
{
|
| 176 |
+
"epoch": 12.05,
|
| 177 |
+
"learning_rate": 6.416068866571019e-05,
|
| 178 |
+
"loss": 0.1796,
|
| 179 |
+
"step": 6000
|
| 180 |
+
},
|
| 181 |
+
{
|
| 182 |
+
"epoch": 12.05,
|
| 183 |
+
"eval_loss": 0.2650609612464905,
|
| 184 |
+
"eval_runtime": 54.1749,
|
| 185 |
+
"eval_samples_per_second": 31.011,
|
| 186 |
+
"eval_steps_per_second": 3.876,
|
| 187 |
+
"eval_wer": 0.2605730816916931,
|
| 188 |
+
"step": 6000
|
| 189 |
+
},
|
| 190 |
+
{
|
| 191 |
+
"epoch": 13.05,
|
| 192 |
+
"learning_rate": 6.05738880918221e-05,
|
| 193 |
+
"loss": 0.1621,
|
| 194 |
+
"step": 6500
|
| 195 |
+
},
|
| 196 |
+
{
|
| 197 |
+
"epoch": 13.05,
|
| 198 |
+
"eval_loss": 0.2567823827266693,
|
| 199 |
+
"eval_runtime": 54.068,
|
| 200 |
+
"eval_samples_per_second": 31.072,
|
| 201 |
+
"eval_steps_per_second": 3.884,
|
| 202 |
+
"eval_wer": 0.25299628047940487,
|
| 203 |
+
"step": 6500
|
| 204 |
+
},
|
| 205 |
+
{
|
| 206 |
+
"epoch": 14.06,
|
| 207 |
+
"learning_rate": 5.6987087517934e-05,
|
| 208 |
+
"loss": 0.157,
|
| 209 |
+
"step": 7000
|
| 210 |
+
},
|
| 211 |
+
{
|
| 212 |
+
"epoch": 14.06,
|
| 213 |
+
"eval_loss": 0.2659182548522949,
|
| 214 |
+
"eval_runtime": 54.2391,
|
| 215 |
+
"eval_samples_per_second": 30.974,
|
| 216 |
+
"eval_steps_per_second": 3.872,
|
| 217 |
+
"eval_wer": 0.24707259953161592,
|
| 218 |
+
"step": 7000
|
| 219 |
+
},
|
| 220 |
+
{
|
| 221 |
+
"epoch": 15.06,
|
| 222 |
+
"learning_rate": 5.340746054519369e-05,
|
| 223 |
+
"loss": 0.1427,
|
| 224 |
+
"step": 7500
|
| 225 |
+
},
|
| 226 |
+
{
|
| 227 |
+
"epoch": 15.06,
|
| 228 |
+
"eval_loss": 0.257994145154953,
|
| 229 |
+
"eval_runtime": 54.005,
|
| 230 |
+
"eval_samples_per_second": 31.108,
|
| 231 |
+
"eval_steps_per_second": 3.889,
|
| 232 |
+
"eval_wer": 0.2492078798732608,
|
| 233 |
+
"step": 7500
|
| 234 |
+
},
|
| 235 |
+
{
|
| 236 |
+
"epoch": 16.06,
|
| 237 |
+
"learning_rate": 4.98206599713056e-05,
|
| 238 |
+
"loss": 0.1333,
|
| 239 |
+
"step": 8000
|
| 240 |
+
},
|
| 241 |
+
{
|
| 242 |
+
"epoch": 16.06,
|
| 243 |
+
"eval_loss": 0.258346825838089,
|
| 244 |
+
"eval_runtime": 54.2656,
|
| 245 |
+
"eval_samples_per_second": 30.959,
|
| 246 |
+
"eval_steps_per_second": 3.87,
|
| 247 |
+
"eval_wer": 0.24390411902465906,
|
| 248 |
+
"step": 8000
|
| 249 |
+
},
|
| 250 |
+
{
|
| 251 |
+
"epoch": 17.07,
|
| 252 |
+
"learning_rate": 4.6233859397417504e-05,
|
| 253 |
+
"loss": 0.1329,
|
| 254 |
+
"step": 8500
|
| 255 |
+
},
|
| 256 |
+
{
|
| 257 |
+
"epoch": 17.07,
|
| 258 |
+
"eval_loss": 0.2447778582572937,
|
| 259 |
+
"eval_runtime": 54.2728,
|
| 260 |
+
"eval_samples_per_second": 30.955,
|
| 261 |
+
"eval_steps_per_second": 3.869,
|
| 262 |
+
"eval_wer": 0.24411075905772145,
|
| 263 |
+
"step": 8500
|
| 264 |
+
},
|
| 265 |
+
{
|
| 266 |
+
"epoch": 18.07,
|
| 267 |
+
"learning_rate": 4.2647058823529415e-05,
|
| 268 |
+
"loss": 0.1208,
|
| 269 |
+
"step": 9000
|
| 270 |
+
},
|
| 271 |
+
{
|
| 272 |
+
"epoch": 18.07,
|
| 273 |
+
"eval_loss": 0.2728850245475769,
|
| 274 |
+
"eval_runtime": 54.156,
|
| 275 |
+
"eval_samples_per_second": 31.022,
|
| 276 |
+
"eval_steps_per_second": 3.878,
|
| 277 |
+
"eval_wer": 0.24321531891445103,
|
| 278 |
+
"step": 9000
|
| 279 |
+
}
|
| 280 |
+
],
|
| 281 |
+
"max_steps": 14940,
|
| 282 |
+
"num_train_epochs": 30,
|
| 283 |
+
"total_flos": 6.196911507727277e+18,
|
| 284 |
+
"trial_name": null,
|
| 285 |
+
"trial_params": null
|
| 286 |
+
}
|
checkpoint-9000/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:34346bdfec37881c161519ed6a92e1e3029fd9a29dc35e37cc06364b169d3b65
|
| 3 |
+
size 3247
|
checkpoint-9500/config.json
ADDED
|
@@ -0,0 +1,109 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/wav2vec2-large-robust",
|
| 3 |
+
"activation_dropout": 0.1,
|
| 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": 0.1,
|
| 53 |
+
"feat_quantizer_dropout": 0.0,
|
| 54 |
+
"final_dropout": 0.1,
|
| 55 |
+
"gradient_checkpointing": false,
|
| 56 |
+
"hidden_act": "gelu",
|
| 57 |
+
"hidden_dropout": 0.1,
|
| 58 |
+
"hidden_dropout_prob": 0.1,
|
| 59 |
+
"hidden_size": 1024,
|
| 60 |
+
"initializer_range": 0.02,
|
| 61 |
+
"intermediate_size": 4096,
|
| 62 |
+
"layer_norm_eps": 1e-05,
|
| 63 |
+
"layerdrop": 0.1,
|
| 64 |
+
"mask_feature_length": 10,
|
| 65 |
+
"mask_feature_min_masks": 0,
|
| 66 |
+
"mask_feature_prob": 0.0,
|
| 67 |
+
"mask_time_length": 10,
|
| 68 |
+
"mask_time_min_masks": 2,
|
| 69 |
+
"mask_time_prob": 0.05,
|
| 70 |
+
"model_type": "wav2vec2",
|
| 71 |
+
"num_adapter_layers": 3,
|
| 72 |
+
"num_attention_heads": 16,
|
| 73 |
+
"num_codevector_groups": 2,
|
| 74 |
+
"num_codevectors_per_group": 320,
|
| 75 |
+
"num_conv_pos_embedding_groups": 16,
|
| 76 |
+
"num_conv_pos_embeddings": 128,
|
| 77 |
+
"num_feat_extract_layers": 7,
|
| 78 |
+
"num_hidden_layers": 24,
|
| 79 |
+
"num_negatives": 100,
|
| 80 |
+
"output_hidden_size": 1024,
|
| 81 |
+
"pad_token_id": 62,
|
| 82 |
+
"proj_codevector_dim": 768,
|
| 83 |
+
"tdnn_dilation": [
|
| 84 |
+
1,
|
| 85 |
+
2,
|
| 86 |
+
3,
|
| 87 |
+
1,
|
| 88 |
+
1
|
| 89 |
+
],
|
| 90 |
+
"tdnn_dim": [
|
| 91 |
+
512,
|
| 92 |
+
512,
|
| 93 |
+
512,
|
| 94 |
+
512,
|
| 95 |
+
1500
|
| 96 |
+
],
|
| 97 |
+
"tdnn_kernel": [
|
| 98 |
+
5,
|
| 99 |
+
3,
|
| 100 |
+
3,
|
| 101 |
+
1,
|
| 102 |
+
1
|
| 103 |
+
],
|
| 104 |
+
"torch_dtype": "float32",
|
| 105 |
+
"transformers_version": "4.19.2",
|
| 106 |
+
"use_weighted_layer_sum": false,
|
| 107 |
+
"vocab_size": 63,
|
| 108 |
+
"xvector_output_dim": 512
|
| 109 |
+
}
|
checkpoint-9500/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d2c0bc9a7b05dd5736d5da90998063f1a90de0a0230f9f24e2fc1680720eeceb
|
| 3 |
+
size 2490593799
|
checkpoint-9500/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-9500/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9780af54a189d2a6c97bf2f8bb1bcf68b4d6275b1be0f0996fad18c192e78422
|
| 3 |
+
size 1262167127
|
checkpoint-9500/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e2341c2bf215f93c23da99a537f5dcbb4248ae8c13908c65abb81eb37d0d14d1
|
| 3 |
+
size 14657
|
checkpoint-9500/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:81b6f67580029562af36f68e07cc85b4f244b6560fce0bd9ffe531684d1cf07b
|
| 3 |
+
size 559
|
checkpoint-9500/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a60bef062df58c031db84acebb46e2a7cc1c252578654ade390c41a4dd16aa6e
|
| 3 |
+
size 623
|
checkpoint-9500/trainer_state.json
ADDED
|
@@ -0,0 +1,301 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 19.076305220883533,
|
| 5 |
+
"global_step": 9500,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 1.0,
|
| 12 |
+
"learning_rate": 4.96e-05,
|
| 13 |
+
"loss": 6.6105,
|
| 14 |
+
"step": 500
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 1.0,
|
| 18 |
+
"eval_loss": 3.314295530319214,
|
| 19 |
+
"eval_runtime": 52.8824,
|
| 20 |
+
"eval_samples_per_second": 31.769,
|
| 21 |
+
"eval_steps_per_second": 3.971,
|
| 22 |
+
"eval_wer": 1.0,
|
| 23 |
+
"step": 500
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 2.01,
|
| 27 |
+
"learning_rate": 9.960000000000001e-05,
|
| 28 |
+
"loss": 3.0691,
|
| 29 |
+
"step": 1000
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"epoch": 2.01,
|
| 33 |
+
"eval_loss": 2.9860787391662598,
|
| 34 |
+
"eval_runtime": 53.2337,
|
| 35 |
+
"eval_samples_per_second": 31.559,
|
| 36 |
+
"eval_steps_per_second": 3.945,
|
| 37 |
+
"eval_wer": 1.0,
|
| 38 |
+
"step": 1000
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 3.01,
|
| 42 |
+
"learning_rate": 9.644189383070302e-05,
|
| 43 |
+
"loss": 2.4126,
|
| 44 |
+
"step": 1500
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 3.01,
|
| 48 |
+
"eval_loss": 0.8802480101585388,
|
| 49 |
+
"eval_runtime": 53.6638,
|
| 50 |
+
"eval_samples_per_second": 31.306,
|
| 51 |
+
"eval_steps_per_second": 3.913,
|
| 52 |
+
"eval_wer": 0.7785507645681223,
|
| 53 |
+
"step": 1500
|
| 54 |
+
},
|
| 55 |
+
{
|
| 56 |
+
"epoch": 4.02,
|
| 57 |
+
"learning_rate": 9.285509325681493e-05,
|
| 58 |
+
"loss": 0.8634,
|
| 59 |
+
"step": 2000
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 4.02,
|
| 63 |
+
"eval_loss": 0.4688626825809479,
|
| 64 |
+
"eval_runtime": 53.6829,
|
| 65 |
+
"eval_samples_per_second": 31.295,
|
| 66 |
+
"eval_steps_per_second": 3.912,
|
| 67 |
+
"eval_wer": 0.4637691142030583,
|
| 68 |
+
"step": 2000
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"epoch": 5.02,
|
| 72 |
+
"learning_rate": 8.926829268292683e-05,
|
| 73 |
+
"loss": 0.5694,
|
| 74 |
+
"step": 2500
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 5.02,
|
| 78 |
+
"eval_loss": 0.3807709217071533,
|
| 79 |
+
"eval_runtime": 53.5215,
|
| 80 |
+
"eval_samples_per_second": 31.389,
|
| 81 |
+
"eval_steps_per_second": 3.924,
|
| 82 |
+
"eval_wer": 0.4057721449235432,
|
| 83 |
+
"step": 2500
|
| 84 |
+
},
|
| 85 |
+
{
|
| 86 |
+
"epoch": 6.02,
|
| 87 |
+
"learning_rate": 8.568149210903874e-05,
|
| 88 |
+
"loss": 0.4495,
|
| 89 |
+
"step": 3000
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"epoch": 6.02,
|
| 93 |
+
"eval_loss": 0.3306347131729126,
|
| 94 |
+
"eval_runtime": 53.7192,
|
| 95 |
+
"eval_samples_per_second": 31.274,
|
| 96 |
+
"eval_steps_per_second": 3.909,
|
| 97 |
+
"eval_wer": 0.3470863755338201,
|
| 98 |
+
"step": 3000
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"epoch": 7.03,
|
| 102 |
+
"learning_rate": 8.209469153515065e-05,
|
| 103 |
+
"loss": 0.3642,
|
| 104 |
+
"step": 3500
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"epoch": 7.03,
|
| 108 |
+
"eval_loss": 0.2894286811351776,
|
| 109 |
+
"eval_runtime": 53.8042,
|
| 110 |
+
"eval_samples_per_second": 31.224,
|
| 111 |
+
"eval_steps_per_second": 3.903,
|
| 112 |
+
"eval_wer": 0.3156770905083345,
|
| 113 |
+
"step": 3500
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"epoch": 8.03,
|
| 117 |
+
"learning_rate": 7.850789096126256e-05,
|
| 118 |
+
"loss": 0.3088,
|
| 119 |
+
"step": 4000
|
| 120 |
+
},
|
| 121 |
+
{
|
| 122 |
+
"epoch": 8.03,
|
| 123 |
+
"eval_loss": 0.27430233359336853,
|
| 124 |
+
"eval_runtime": 53.8551,
|
| 125 |
+
"eval_samples_per_second": 31.195,
|
| 126 |
+
"eval_steps_per_second": 3.899,
|
| 127 |
+
"eval_wer": 0.2921201267392203,
|
| 128 |
+
"step": 4000
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 9.04,
|
| 132 |
+
"learning_rate": 7.492109038737447e-05,
|
| 133 |
+
"loss": 0.2622,
|
| 134 |
+
"step": 4500
|
| 135 |
+
},
|
| 136 |
+
{
|
| 137 |
+
"epoch": 9.04,
|
| 138 |
+
"eval_loss": 0.27223920822143555,
|
| 139 |
+
"eval_runtime": 53.8927,
|
| 140 |
+
"eval_samples_per_second": 31.173,
|
| 141 |
+
"eval_steps_per_second": 3.897,
|
| 142 |
+
"eval_wer": 0.2808238049318088,
|
| 143 |
+
"step": 4500
|
| 144 |
+
},
|
| 145 |
+
{
|
| 146 |
+
"epoch": 10.04,
|
| 147 |
+
"learning_rate": 7.133428981348638e-05,
|
| 148 |
+
"loss": 0.2408,
|
| 149 |
+
"step": 5000
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"epoch": 10.04,
|
| 153 |
+
"eval_loss": 0.2509672939777374,
|
| 154 |
+
"eval_runtime": 54.0435,
|
| 155 |
+
"eval_samples_per_second": 31.086,
|
| 156 |
+
"eval_steps_per_second": 3.886,
|
| 157 |
+
"eval_wer": 0.2630527620884419,
|
| 158 |
+
"step": 5000
|
| 159 |
+
},
|
| 160 |
+
{
|
| 161 |
+
"epoch": 11.04,
|
| 162 |
+
"learning_rate": 6.774748923959828e-05,
|
| 163 |
+
"loss": 0.2156,
|
| 164 |
+
"step": 5500
|
| 165 |
+
},
|
| 166 |
+
{
|
| 167 |
+
"epoch": 11.04,
|
| 168 |
+
"eval_loss": 0.25069141387939453,
|
| 169 |
+
"eval_runtime": 54.2035,
|
| 170 |
+
"eval_samples_per_second": 30.994,
|
| 171 |
+
"eval_steps_per_second": 3.874,
|
| 172 |
+
"eval_wer": 0.25678468108554897,
|
| 173 |
+
"step": 5500
|
| 174 |
+
},
|
| 175 |
+
{
|
| 176 |
+
"epoch": 12.05,
|
| 177 |
+
"learning_rate": 6.416068866571019e-05,
|
| 178 |
+
"loss": 0.1796,
|
| 179 |
+
"step": 6000
|
| 180 |
+
},
|
| 181 |
+
{
|
| 182 |
+
"epoch": 12.05,
|
| 183 |
+
"eval_loss": 0.2650609612464905,
|
| 184 |
+
"eval_runtime": 54.1749,
|
| 185 |
+
"eval_samples_per_second": 31.011,
|
| 186 |
+
"eval_steps_per_second": 3.876,
|
| 187 |
+
"eval_wer": 0.2605730816916931,
|
| 188 |
+
"step": 6000
|
| 189 |
+
},
|
| 190 |
+
{
|
| 191 |
+
"epoch": 13.05,
|
| 192 |
+
"learning_rate": 6.05738880918221e-05,
|
| 193 |
+
"loss": 0.1621,
|
| 194 |
+
"step": 6500
|
| 195 |
+
},
|
| 196 |
+
{
|
| 197 |
+
"epoch": 13.05,
|
| 198 |
+
"eval_loss": 0.2567823827266693,
|
| 199 |
+
"eval_runtime": 54.068,
|
| 200 |
+
"eval_samples_per_second": 31.072,
|
| 201 |
+
"eval_steps_per_second": 3.884,
|
| 202 |
+
"eval_wer": 0.25299628047940487,
|
| 203 |
+
"step": 6500
|
| 204 |
+
},
|
| 205 |
+
{
|
| 206 |
+
"epoch": 14.06,
|
| 207 |
+
"learning_rate": 5.6987087517934e-05,
|
| 208 |
+
"loss": 0.157,
|
| 209 |
+
"step": 7000
|
| 210 |
+
},
|
| 211 |
+
{
|
| 212 |
+
"epoch": 14.06,
|
| 213 |
+
"eval_loss": 0.2659182548522949,
|
| 214 |
+
"eval_runtime": 54.2391,
|
| 215 |
+
"eval_samples_per_second": 30.974,
|
| 216 |
+
"eval_steps_per_second": 3.872,
|
| 217 |
+
"eval_wer": 0.24707259953161592,
|
| 218 |
+
"step": 7000
|
| 219 |
+
},
|
| 220 |
+
{
|
| 221 |
+
"epoch": 15.06,
|
| 222 |
+
"learning_rate": 5.340746054519369e-05,
|
| 223 |
+
"loss": 0.1427,
|
| 224 |
+
"step": 7500
|
| 225 |
+
},
|
| 226 |
+
{
|
| 227 |
+
"epoch": 15.06,
|
| 228 |
+
"eval_loss": 0.257994145154953,
|
| 229 |
+
"eval_runtime": 54.005,
|
| 230 |
+
"eval_samples_per_second": 31.108,
|
| 231 |
+
"eval_steps_per_second": 3.889,
|
| 232 |
+
"eval_wer": 0.2492078798732608,
|
| 233 |
+
"step": 7500
|
| 234 |
+
},
|
| 235 |
+
{
|
| 236 |
+
"epoch": 16.06,
|
| 237 |
+
"learning_rate": 4.98206599713056e-05,
|
| 238 |
+
"loss": 0.1333,
|
| 239 |
+
"step": 8000
|
| 240 |
+
},
|
| 241 |
+
{
|
| 242 |
+
"epoch": 16.06,
|
| 243 |
+
"eval_loss": 0.258346825838089,
|
| 244 |
+
"eval_runtime": 54.2656,
|
| 245 |
+
"eval_samples_per_second": 30.959,
|
| 246 |
+
"eval_steps_per_second": 3.87,
|
| 247 |
+
"eval_wer": 0.24390411902465906,
|
| 248 |
+
"step": 8000
|
| 249 |
+
},
|
| 250 |
+
{
|
| 251 |
+
"epoch": 17.07,
|
| 252 |
+
"learning_rate": 4.6233859397417504e-05,
|
| 253 |
+
"loss": 0.1329,
|
| 254 |
+
"step": 8500
|
| 255 |
+
},
|
| 256 |
+
{
|
| 257 |
+
"epoch": 17.07,
|
| 258 |
+
"eval_loss": 0.2447778582572937,
|
| 259 |
+
"eval_runtime": 54.2728,
|
| 260 |
+
"eval_samples_per_second": 30.955,
|
| 261 |
+
"eval_steps_per_second": 3.869,
|
| 262 |
+
"eval_wer": 0.24411075905772145,
|
| 263 |
+
"step": 8500
|
| 264 |
+
},
|
| 265 |
+
{
|
| 266 |
+
"epoch": 18.07,
|
| 267 |
+
"learning_rate": 4.2647058823529415e-05,
|
| 268 |
+
"loss": 0.1208,
|
| 269 |
+
"step": 9000
|
| 270 |
+
},
|
| 271 |
+
{
|
| 272 |
+
"epoch": 18.07,
|
| 273 |
+
"eval_loss": 0.2728850245475769,
|
| 274 |
+
"eval_runtime": 54.156,
|
| 275 |
+
"eval_samples_per_second": 31.022,
|
| 276 |
+
"eval_steps_per_second": 3.878,
|
| 277 |
+
"eval_wer": 0.24321531891445103,
|
| 278 |
+
"step": 9000
|
| 279 |
+
},
|
| 280 |
+
{
|
| 281 |
+
"epoch": 19.08,
|
| 282 |
+
"learning_rate": 3.9060258249641326e-05,
|
| 283 |
+
"loss": 0.1153,
|
| 284 |
+
"step": 9500
|
| 285 |
+
},
|
| 286 |
+
{
|
| 287 |
+
"epoch": 19.08,
|
| 288 |
+
"eval_loss": 0.2608482241630554,
|
| 289 |
+
"eval_runtime": 54.3748,
|
| 290 |
+
"eval_samples_per_second": 30.897,
|
| 291 |
+
"eval_steps_per_second": 3.862,
|
| 292 |
+
"eval_wer": 0.242526518804243,
|
| 293 |
+
"step": 9500
|
| 294 |
+
}
|
| 295 |
+
],
|
| 296 |
+
"max_steps": 14940,
|
| 297 |
+
"num_train_epochs": 30,
|
| 298 |
+
"total_flos": 6.541015365721004e+18,
|
| 299 |
+
"trial_name": null,
|
| 300 |
+
"trial_params": null
|
| 301 |
+
}
|
checkpoint-9500/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:34346bdfec37881c161519ed6a92e1e3029fd9a29dc35e37cc06364b169d3b65
|
| 3 |
+
size 3247
|
runs/May31_12-22-32_dylan/1654014221.6821415/events.out.tfevents.1654014221.dylan.17187.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:99e82f7ac09b0c8e3af6ca52683b9f5582e0736801c24ad3702e5883daeb2145
|
| 3 |
+
size 5206
|
runs/May31_12-22-32_dylan/events.out.tfevents.1654014221.dylan.17187.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:868d576a249c600d5fe99032c5ff341c8921b1aa999e4fd11b5ec1d4ecd75dc1
|
| 3 |
+
size 14039
|
vocab.json
CHANGED
|
@@ -1 +1 @@
|
|
| 1 |
-
{"
|
|
|
|
| 1 |
+
{"y": 0, "s": 1, "?": 2, "m": 3, "S": 4, "x": 5, "I": 6, "E": 7, "l": 8, "T": 9, "R": 10, ":": 11, "g": 12, "v": 13, "K": 14, "r": 15, ",": 16, "n": 17, ";": 18, "!": 19, "X": 20, "H": 21, "j": 22, ".": 23, "h": 24, "i": 25, "u": 26, "a": 27, "P": 28, "w": 29, "N": 30, "'": 31, "L": 32, "O": 33, "W": 34, "C": 35, "U": 36, "z": 37, "V": 38, "A": 39, "t": 40, "J": 41, "Q": 42, "o": 43, "e": 45, "d": 46, "Y": 47, "\"": 48, "b": 49, "f": 50, "k": 51, "-": 52, "q": 53, "F": 54, "p": 55, "B": 56, "D": 57, "c": 58, "G": 59, "M": 60, "|": 44, "[UNK]": 61, "[PAD]": 62}
|